From d5eae360b52e57b1c6dc3ed1ec4721da5c6eea61 Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Mon, 8 Jul 2013 21:19:12 -0100 Subject: [PATCH 01/54] Update documentation --- css/bootstrap-responsive.css | 1109 +++++ css/bootstrap-responsive.min.css | 9 + css/bootstrap.css | 6167 ++++++++++++++++++++++++++++ css/bootstrap.min.css | 9 + img/glyphicons-halflings-white.png | Bin 0 -> 8777 bytes img/glyphicons-halflings.png | Bin 0 -> 12799 bytes index.html | 134 + js/bootstrap.js | 2280 ++++++++++ js/bootstrap.min.js | 6 + 9 files changed, 9714 insertions(+) create mode 100644 css/bootstrap-responsive.css create mode 100644 css/bootstrap-responsive.min.css create mode 100644 css/bootstrap.css create mode 100644 css/bootstrap.min.css create mode 100644 img/glyphicons-halflings-white.png create mode 100644 img/glyphicons-halflings.png create mode 100644 index.html create mode 100644 js/bootstrap.js create mode 100644 js/bootstrap.min.js diff --git a/css/bootstrap-responsive.css b/css/bootstrap-responsive.css new file mode 100644 index 0000000..09e88ce --- /dev/null +++ b/css/bootstrap-responsive.css @@ -0,0 +1,1109 @@ +/*! + * Bootstrap Responsive v2.3.2 + * + * Copyright 2012 Twitter, Inc + * Licensed under the Apache License v2.0 + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Designed and built with all the love in the world @twitter by @mdo and @fat. + */ + +.clearfix { + *zoom: 1; +} + +.clearfix:before, +.clearfix:after { + display: table; + line-height: 0; + content: ""; +} + +.clearfix:after { + clear: both; +} + +.hide-text { + font: 0/0 a; + color: transparent; + text-shadow: none; + background-color: transparent; + border: 0; +} + +.input-block-level { + display: block; + width: 100%; + min-height: 30px; + -webkit-box-sizing: border-box; + -moz-box-sizing: border-box; + box-sizing: border-box; +} + +@-ms-viewport { + width: device-width; +} + +.hidden { + display: none; + visibility: hidden; +} + +.visible-phone { + display: none !important; +} + +.visible-tablet { + display: none !important; +} + +.hidden-desktop { + display: none !important; +} + +.visible-desktop { + display: inherit !important; +} + +@media (min-width: 768px) and (max-width: 979px) { + .hidden-desktop { + display: inherit !important; + } + .visible-desktop { + display: none !important ; + } + .visible-tablet { + display: inherit !important; + } + .hidden-tablet { + display: none !important; + } +} + +@media (max-width: 767px) { + .hidden-desktop { + display: inherit !important; + } + .visible-desktop { + display: none !important; + } + .visible-phone { + display: inherit !important; + } + .hidden-phone { + display: none !important; + } +} + +.visible-print { + display: none !important; +} + +@media print { + .visible-print { + display: inherit !important; + } + .hidden-print { + display: none !important; + } +} + +@media (min-width: 1200px) { + .row { + margin-left: -30px; + *zoom: 1; + } + .row:before, + .row:after { + display: table; + line-height: 0; + content: ""; + } + .row:after { + clear: both; + } + [class*="span"] { + float: left; + min-height: 1px; + margin-left: 30px; + } + .container, + .navbar-static-top .container, + .navbar-fixed-top .container, + .navbar-fixed-bottom .container { + width: 1170px; + } + .span12 { + width: 1170px; + } + .span11 { + width: 1070px; + } + .span10 { + width: 970px; + } + .span9 { + width: 870px; + } + .span8 { + width: 770px; + } + .span7 { + width: 670px; + } + .span6 { + width: 570px; + } + .span5 { + width: 470px; + } + .span4 { + width: 370px; + } + .span3 { + width: 270px; + } + .span2 { + width: 170px; + } + .span1 { + width: 70px; + } + .offset12 { + margin-left: 1230px; + } + .offset11 { + margin-left: 1130px; + } + .offset10 { + margin-left: 1030px; + } + .offset9 { + margin-left: 930px; + } + .offset8 { + margin-left: 830px; + } + .offset7 { + margin-left: 730px; + } + .offset6 { + margin-left: 630px; + } + .offset5 { + margin-left: 530px; + } + .offset4 { + margin-left: 430px; + } + .offset3 { + margin-left: 330px; + } + .offset2 { + margin-left: 230px; + } + .offset1 { + margin-left: 130px; + } + .row-fluid { + width: 100%; + *zoom: 1; + } + .row-fluid:before, + .row-fluid:after { + display: table; + line-height: 0; + content: ""; + } + .row-fluid:after { + clear: both; + } + .row-fluid [class*="span"] { + display: block; + float: left; + width: 100%; + min-height: 30px; + margin-left: 2.564102564102564%; + *margin-left: 2.5109110747408616%; + -webkit-box-sizing: border-box; + -moz-box-sizing: border-box; + box-sizing: border-box; + } + .row-fluid [class*="span"]:first-child { + margin-left: 0; + } + .row-fluid .controls-row [class*="span"] + [class*="span"] { + margin-left: 2.564102564102564%; + } + .row-fluid .span12 { + width: 100%; + *width: 99.94680851063829%; + } + .row-fluid .span11 { + width: 91.45299145299145%; + *width: 91.39979996362975%; + } + .row-fluid .span10 { + width: 82.90598290598291%; + *width: 82.8527914166212%; + } + .row-fluid .span9 { + width: 74.35897435897436%; + *width: 74.30578286961266%; + } + .row-fluid .span8 { + width: 65.81196581196582%; + *width: 65.75877432260411%; + } + .row-fluid .span7 { + width: 57.26495726495726%; + *width: 57.21176577559556%; + } + .row-fluid .span6 { + width: 48.717948717948715%; + *width: 48.664757228587014%; + } + .row-fluid .span5 { + width: 40.17094017094017%; + *width: 40.11774868157847%; + } + .row-fluid .span4 { + width: 31.623931623931625%; + *width: 31.570740134569924%; + } + .row-fluid .span3 { + width: 23.076923076923077%; + *width: 23.023731587561375%; + } + .row-fluid .span2 { + width: 14.52991452991453%; + *width: 14.476723040552828%; + } + .row-fluid .span1 { + width: 5.982905982905983%; + *width: 5.929714493544281%; + } + .row-fluid .offset12 { + margin-left: 105.12820512820512%; + *margin-left: 105.02182214948171%; + } + .row-fluid .offset12:first-child { + margin-left: 102.56410256410257%; + *margin-left: 102.45771958537915%; + } + .row-fluid .offset11 { + margin-left: 96.58119658119658%; + *margin-left: 96.47481360247316%; + } + .row-fluid .offset11:first-child { + margin-left: 94.01709401709402%; + *margin-left: 93.91071103837061%; + } + .row-fluid .offset10 { + margin-left: 88.03418803418803%; + *margin-left: 87.92780505546462%; + } + .row-fluid .offset10:first-child { + margin-left: 85.47008547008548%; + *margin-left: 85.36370249136206%; + } + .row-fluid .offset9 { + margin-left: 79.48717948717949%; + *margin-left: 79.38079650845607%; + } + .row-fluid .offset9:first-child { + margin-left: 76.92307692307693%; + *margin-left: 76.81669394435352%; + } + .row-fluid .offset8 { + margin-left: 70.94017094017094%; + *margin-left: 70.83378796144753%; + } + .row-fluid .offset8:first-child { + margin-left: 68.37606837606839%; + *margin-left: 68.26968539734497%; + } + .row-fluid .offset7 { + margin-left: 62.393162393162385%; + *margin-left: 62.28677941443899%; + } + .row-fluid .offset7:first-child { + margin-left: 59.82905982905982%; + *margin-left: 59.72267685033642%; + } + .row-fluid .offset6 { + margin-left: 53.84615384615384%; + *margin-left: 53.739770867430444%; + } + .row-fluid .offset6:first-child { + margin-left: 51.28205128205128%; + *margin-left: 51.175668303327875%; + } + .row-fluid .offset5 { + margin-left: 45.299145299145295%; + *margin-left: 45.1927623204219%; + } + .row-fluid .offset5:first-child { + margin-left: 42.73504273504273%; + *margin-left: 42.62865975631933%; + } + .row-fluid .offset4 { + margin-left: 36.75213675213675%; + *margin-left: 36.645753773413354%; + } + .row-fluid .offset4:first-child { + margin-left: 34.18803418803419%; + *margin-left: 34.081651209310785%; + } + .row-fluid .offset3 { + margin-left: 28.205128205128204%; + *margin-left: 28.0987452264048%; + } + .row-fluid .offset3:first-child { + margin-left: 25.641025641025642%; + *margin-left: 25.53464266230224%; + } + .row-fluid .offset2 { + margin-left: 19.65811965811966%; + *margin-left: 19.551736679396257%; + } + .row-fluid .offset2:first-child { + margin-left: 17.094017094017094%; + *margin-left: 16.98763411529369%; + } + .row-fluid .offset1 { + margin-left: 11.11111111111111%; + *margin-left: 11.004728132387708%; + } + .row-fluid .offset1:first-child { + margin-left: 8.547008547008547%; + *margin-left: 8.440625568285142%; + } + input, + textarea, + .uneditable-input { + margin-left: 0; + } + .controls-row [class*="span"] + [class*="span"] { + margin-left: 30px; + } + input.span12, + textarea.span12, + .uneditable-input.span12 { + width: 1156px; + } + input.span11, + textarea.span11, + .uneditable-input.span11 { + width: 1056px; + } + input.span10, + textarea.span10, + .uneditable-input.span10 { + width: 956px; + } + input.span9, + textarea.span9, + .uneditable-input.span9 { + width: 856px; + } + input.span8, + textarea.span8, + .uneditable-input.span8 { + width: 756px; + } + input.span7, + textarea.span7, + .uneditable-input.span7 { + width: 656px; + } + input.span6, + textarea.span6, + .uneditable-input.span6 { + width: 556px; + } + input.span5, + textarea.span5, + .uneditable-input.span5 { + width: 456px; + } + input.span4, + textarea.span4, + .uneditable-input.span4 { + width: 356px; + } + input.span3, + textarea.span3, + .uneditable-input.span3 { + width: 256px; + } + input.span2, + textarea.span2, + .uneditable-input.span2 { + width: 156px; + } + input.span1, + textarea.span1, + .uneditable-input.span1 { + width: 56px; + } + .thumbnails { + margin-left: -30px; + } + .thumbnails > li { + margin-left: 30px; + } + .row-fluid .thumbnails { + margin-left: 0; + } +} + +@media (min-width: 768px) and (max-width: 979px) { + .row { + margin-left: -20px; + *zoom: 1; + } + .row:before, + .row:after { + display: table; + line-height: 0; + content: ""; + } + .row:after { + clear: both; + } + [class*="span"] { + float: left; + min-height: 1px; + margin-left: 20px; + } + .container, + .navbar-static-top .container, + .navbar-fixed-top .container, + .navbar-fixed-bottom .container { + width: 724px; + } + .span12 { + width: 724px; + } + .span11 { + width: 662px; + } + .span10 { + width: 600px; + } + .span9 { + width: 538px; + } + .span8 { + width: 476px; + } + .span7 { + width: 414px; + } + .span6 { + width: 352px; + } + .span5 { + width: 290px; + } + .span4 { + width: 228px; + } + .span3 { + width: 166px; + } + .span2 { + width: 104px; + } + .span1 { + width: 42px; + } + .offset12 { + margin-left: 764px; + } + .offset11 { + margin-left: 702px; + } + .offset10 { + margin-left: 640px; + } + .offset9 { + margin-left: 578px; + } + .offset8 { + margin-left: 516px; + } + .offset7 { + margin-left: 454px; + } + .offset6 { + margin-left: 392px; + } + .offset5 { + margin-left: 330px; + } + .offset4 { + margin-left: 268px; + } + .offset3 { + margin-left: 206px; + } + .offset2 { + margin-left: 144px; + } + .offset1 { + margin-left: 82px; + } + .row-fluid { + width: 100%; + *zoom: 1; + } + .row-fluid:before, + .row-fluid:after { + display: table; + line-height: 0; + content: ""; + } + .row-fluid:after { + clear: both; + } + .row-fluid [class*="span"] { + display: block; + float: left; + width: 100%; + min-height: 30px; + margin-left: 2.7624309392265194%; + *margin-left: 2.709239449864817%; + -webkit-box-sizing: border-box; + -moz-box-sizing: border-box; + box-sizing: border-box; + } + .row-fluid [class*="span"]:first-child { + margin-left: 0; + } + .row-fluid .controls-row [class*="span"] + [class*="span"] { + margin-left: 2.7624309392265194%; + } + .row-fluid .span12 { + width: 100%; + *width: 99.94680851063829%; + } + .row-fluid .span11 { + width: 91.43646408839778%; + *width: 91.38327259903608%; + } + .row-fluid .span10 { + width: 82.87292817679558%; + *width: 82.81973668743387%; + } + .row-fluid .span9 { + width: 74.30939226519337%; + *width: 74.25620077583166%; + } + .row-fluid .span8 { + width: 65.74585635359117%; + *width: 65.69266486422946%; + } + .row-fluid .span7 { + width: 57.18232044198895%; + *width: 57.12912895262725%; + } + .row-fluid .span6 { + width: 48.61878453038674%; + *width: 48.56559304102504%; + } + .row-fluid .span5 { + width: 40.05524861878453%; + *width: 40.00205712942283%; + } + .row-fluid .span4 { + width: 31.491712707182323%; + *width: 31.43852121782062%; + } + .row-fluid .span3 { + width: 22.92817679558011%; + *width: 22.87498530621841%; + } + .row-fluid .span2 { + width: 14.3646408839779%; + *width: 14.311449394616199%; + } + .row-fluid .span1 { + width: 5.801104972375691%; + *width: 5.747913483013988%; + } + .row-fluid .offset12 { + margin-left: 105.52486187845304%; + *margin-left: 105.41847889972962%; + } + .row-fluid .offset12:first-child { + margin-left: 102.76243093922652%; + *margin-left: 102.6560479605031%; + } + .row-fluid .offset11 { + margin-left: 96.96132596685082%; + *margin-left: 96.8549429881274%; + } + .row-fluid .offset11:first-child { + margin-left: 94.1988950276243%; + *margin-left: 94.09251204890089%; + } + .row-fluid .offset10 { + margin-left: 88.39779005524862%; + *margin-left: 88.2914070765252%; + } + .row-fluid .offset10:first-child { + margin-left: 85.6353591160221%; + *margin-left: 85.52897613729868%; + } + .row-fluid .offset9 { + margin-left: 79.8342541436464%; + *margin-left: 79.72787116492299%; + } + .row-fluid .offset9:first-child { + margin-left: 77.07182320441989%; + *margin-left: 76.96544022569647%; + } + .row-fluid .offset8 { + margin-left: 71.2707182320442%; + *margin-left: 71.16433525332079%; + } + .row-fluid .offset8:first-child { + margin-left: 68.50828729281768%; + *margin-left: 68.40190431409427%; + } + .row-fluid .offset7 { + margin-left: 62.70718232044199%; + *margin-left: 62.600799341718584%; + } + .row-fluid .offset7:first-child { + margin-left: 59.94475138121547%; + *margin-left: 59.838368402492065%; + } + .row-fluid .offset6 { + margin-left: 54.14364640883978%; + *margin-left: 54.037263430116376%; + } + .row-fluid .offset6:first-child { + margin-left: 51.38121546961326%; + *margin-left: 51.27483249088986%; + } + .row-fluid .offset5 { + margin-left: 45.58011049723757%; + *margin-left: 45.47372751851417%; + } + .row-fluid .offset5:first-child { + margin-left: 42.81767955801105%; + *margin-left: 42.71129657928765%; + } + .row-fluid .offset4 { + margin-left: 37.01657458563536%; + *margin-left: 36.91019160691196%; + } + .row-fluid .offset4:first-child { + margin-left: 34.25414364640884%; + *margin-left: 34.14776066768544%; + } + .row-fluid .offset3 { + margin-left: 28.45303867403315%; + *margin-left: 28.346655695309746%; + } + .row-fluid .offset3:first-child { + margin-left: 25.69060773480663%; + *margin-left: 25.584224756083227%; + } + .row-fluid .offset2 { + margin-left: 19.88950276243094%; + *margin-left: 19.783119783707537%; + } + .row-fluid .offset2:first-child { + margin-left: 17.12707182320442%; + *margin-left: 17.02068884448102%; + } + .row-fluid .offset1 { + margin-left: 11.32596685082873%; + *margin-left: 11.219583872105325%; + } + .row-fluid .offset1:first-child { + margin-left: 8.56353591160221%; + *margin-left: 8.457152932878806%; + } + input, + textarea, + .uneditable-input { + margin-left: 0; + } + .controls-row [class*="span"] + [class*="span"] { + margin-left: 20px; + } + input.span12, + textarea.span12, + .uneditable-input.span12 { + width: 710px; + } + input.span11, + textarea.span11, + .uneditable-input.span11 { + width: 648px; + } + input.span10, + textarea.span10, + .uneditable-input.span10 { + width: 586px; + } + input.span9, + textarea.span9, + .uneditable-input.span9 { + width: 524px; + } + input.span8, + textarea.span8, + .uneditable-input.span8 { + width: 462px; + } + input.span7, + textarea.span7, + .uneditable-input.span7 { + width: 400px; + } + input.span6, + textarea.span6, + .uneditable-input.span6 { + width: 338px; + } + input.span5, + textarea.span5, + .uneditable-input.span5 { + width: 276px; + } + input.span4, + textarea.span4, + .uneditable-input.span4 { + width: 214px; + } + input.span3, + textarea.span3, + .uneditable-input.span3 { + width: 152px; + } + input.span2, + textarea.span2, + .uneditable-input.span2 { + width: 90px; + } + input.span1, + textarea.span1, + .uneditable-input.span1 { + width: 28px; + } +} + +@media (max-width: 767px) { + body { + padding-right: 20px; + padding-left: 20px; + } + .navbar-fixed-top, + .navbar-fixed-bottom, + .navbar-static-top { + margin-right: -20px; + margin-left: -20px; + } + .container-fluid { + padding: 0; + } + .dl-horizontal dt { + float: none; + width: auto; + clear: none; + text-align: left; + } + .dl-horizontal dd { + margin-left: 0; + } + .container { + width: auto; + } + .row-fluid { + width: 100%; + } + .row, + .thumbnails { + margin-left: 0; + } + .thumbnails > li { + float: none; + margin-left: 0; + } + [class*="span"], + .uneditable-input[class*="span"], + .row-fluid [class*="span"] { + display: block; + float: none; + width: 100%; + margin-left: 0; + -webkit-box-sizing: border-box; + -moz-box-sizing: border-box; + box-sizing: border-box; + } + .span12, + .row-fluid .span12 { + width: 100%; + -webkit-box-sizing: border-box; + -moz-box-sizing: border-box; + box-sizing: border-box; + } + .row-fluid [class*="offset"]:first-child { + margin-left: 0; + } + .input-large, + .input-xlarge, + .input-xxlarge, + input[class*="span"], + select[class*="span"], + textarea[class*="span"], + .uneditable-input { + display: block; + width: 100%; + min-height: 30px; + -webkit-box-sizing: border-box; + -moz-box-sizing: border-box; + box-sizing: border-box; + } + .input-prepend input, + .input-append input, + .input-prepend input[class*="span"], + .input-append input[class*="span"] { + display: inline-block; + width: auto; + } + .controls-row [class*="span"] + [class*="span"] { + margin-left: 0; + } + .modal { + position: fixed; + top: 20px; + right: 20px; + left: 20px; + width: auto; + margin: 0; + } + .modal.fade { + top: -100px; + } + .modal.fade.in { + top: 20px; + } +} + +@media (max-width: 480px) { + .nav-collapse { + -webkit-transform: translate3d(0, 0, 0); + } + .page-header h1 small { + display: block; + line-height: 20px; + } + input[type="checkbox"], + input[type="radio"] { + border: 1px solid #ccc; + } + .form-horizontal .control-label { + float: none; + width: auto; + padding-top: 0; + text-align: left; + } + .form-horizontal .controls { + margin-left: 0; + } + .form-horizontal .control-list { + padding-top: 0; + } + .form-horizontal .form-actions { + padding-right: 10px; + padding-left: 10px; + } + .media .pull-left, + .media .pull-right { + display: block; + float: none; + margin-bottom: 10px; + } + .media-object { + margin-right: 0; + margin-left: 0; + } + .modal { + top: 10px; + right: 10px; + left: 10px; + } + .modal-header .close { + padding: 10px; + margin: -10px; + } + .carousel-caption { + position: static; + } +} + +@media (max-width: 979px) { + body { + padding-top: 0; + } + .navbar-fixed-top, + .navbar-fixed-bottom { + position: static; + } + .navbar-fixed-top { + margin-bottom: 20px; + } + .navbar-fixed-bottom { + margin-top: 20px; + } + .navbar-fixed-top .navbar-inner, + .navbar-fixed-bottom .navbar-inner { + padding: 5px; + } + .navbar .container { + width: auto; + padding: 0; + } + .navbar .brand { + padding-right: 10px; + padding-left: 10px; + margin: 0 0 0 -5px; + } + .nav-collapse { + clear: both; + } + .nav-collapse .nav { + float: none; + margin: 0 0 10px; + } + .nav-collapse .nav > li { + float: none; + } + .nav-collapse .nav > li > a { + margin-bottom: 2px; + } + .nav-collapse .nav > .divider-vertical { + display: none; + } + .nav-collapse .nav .nav-header { + color: #777777; + text-shadow: none; + } + .nav-collapse .nav > li > a, + .nav-collapse .dropdown-menu a { + padding: 9px 15px; + font-weight: bold; + color: #777777; + -webkit-border-radius: 3px; + -moz-border-radius: 3px; + border-radius: 3px; + } + .nav-collapse .btn { + padding: 4px 10px 4px; + font-weight: normal; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; + } + .nav-collapse .dropdown-menu li + li a { + margin-bottom: 2px; + } + .nav-collapse .nav > li > a:hover, + .nav-collapse .nav > li > a:focus, + .nav-collapse .dropdown-menu a:hover, + .nav-collapse .dropdown-menu a:focus { + background-color: #f2f2f2; + } + .navbar-inverse .nav-collapse .nav > li > a, + .navbar-inverse .nav-collapse .dropdown-menu a { + color: #999999; + } + .navbar-inverse .nav-collapse .nav > li > a:hover, + .navbar-inverse .nav-collapse .nav > li > a:focus, + .navbar-inverse .nav-collapse .dropdown-menu a:hover, + .navbar-inverse .nav-collapse .dropdown-menu a:focus { + background-color: #111111; + } + .nav-collapse.in .btn-group { + padding: 0; + margin-top: 5px; + } + .nav-collapse .dropdown-menu { + position: static; + top: auto; + left: auto; + display: none; + float: none; + max-width: none; + padding: 0; + margin: 0 15px; + background-color: transparent; + border: none; + -webkit-border-radius: 0; + -moz-border-radius: 0; + border-radius: 0; + -webkit-box-shadow: none; + -moz-box-shadow: none; + box-shadow: none; + } + .nav-collapse .open > .dropdown-menu { + display: block; + } + .nav-collapse .dropdown-menu:before, + .nav-collapse .dropdown-menu:after { + display: none; + } + .nav-collapse .dropdown-menu .divider { + display: none; + } + .nav-collapse .nav > li > .dropdown-menu:before, + .nav-collapse .nav > li > .dropdown-menu:after { + display: none; + } + .nav-collapse .navbar-form, + .nav-collapse .navbar-search { + float: none; + padding: 10px 15px; + margin: 10px 0; + border-top: 1px solid #f2f2f2; + border-bottom: 1px solid #f2f2f2; + -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1); + -moz-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1); + box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1); + } + .navbar-inverse .nav-collapse .navbar-form, + .navbar-inverse .nav-collapse .navbar-search { + border-top-color: #111111; + border-bottom-color: #111111; + } + .navbar .nav-collapse .nav.pull-right { + float: none; + margin-left: 0; + } + .nav-collapse, + .nav-collapse.collapse { + height: 0; + overflow: hidden; + } + .navbar .btn-navbar { + display: block; + } + .navbar-static .navbar-inner { + padding-right: 10px; + padding-left: 10px; + } +} + +@media (min-width: 980px) { + .nav-collapse.collapse { + height: auto !important; + overflow: visible !important; + } +} diff --git a/css/bootstrap-responsive.min.css b/css/bootstrap-responsive.min.css new file mode 100644 index 0000000..f4ede63 --- /dev/null +++ b/css/bootstrap-responsive.min.css @@ -0,0 +1,9 @@ +/*! + * Bootstrap Responsive v2.3.2 + * + * Copyright 2012 Twitter, Inc + * Licensed under the Apache License v2.0 + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Designed and built with all the love in the world @twitter by @mdo and @fat. + */.clearfix{*zoom:1}.clearfix:before,.clearfix:after{display:table;line-height:0;content:""}.clearfix:after{clear:both}.hide-text{font:0/0 a;color:transparent;text-shadow:none;background-color:transparent;border:0}.input-block-level{display:block;width:100%;min-height:30px;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}@-ms-viewport{width:device-width}.hidden{display:none;visibility:hidden}.visible-phone{display:none!important}.visible-tablet{display:none!important}.hidden-desktop{display:none!important}.visible-desktop{display:inherit!important}@media(min-width:768px) and (max-width:979px){.hidden-desktop{display:inherit!important}.visible-desktop{display:none!important}.visible-tablet{display:inherit!important}.hidden-tablet{display:none!important}}@media(max-width:767px){.hidden-desktop{display:inherit!important}.visible-desktop{display:none!important}.visible-phone{display:inherit!important}.hidden-phone{display:none!important}}.visible-print{display:none!important}@media print{.visible-print{display:inherit!important}.hidden-print{display:none!important}}@media(min-width:1200px){.row{margin-left:-30px;*zoom:1}.row:before,.row:after{display:table;line-height:0;content:""}.row:after{clear:both}[class*="span"]{float:left;min-height:1px;margin-left:30px}.container,.navbar-static-top .container,.navbar-fixed-top .container,.navbar-fixed-bottom .container{width:1170px}.span12{width:1170px}.span11{width:1070px}.span10{width:970px}.span9{width:870px}.span8{width:770px}.span7{width:670px}.span6{width:570px}.span5{width:470px}.span4{width:370px}.span3{width:270px}.span2{width:170px}.span1{width:70px}.offset12{margin-left:1230px}.offset11{margin-left:1130px}.offset10{margin-left:1030px}.offset9{margin-left:930px}.offset8{margin-left:830px}.offset7{margin-left:730px}.offset6{margin-left:630px}.offset5{margin-left:530px}.offset4{margin-left:430px}.offset3{margin-left:330px}.offset2{margin-left:230px}.offset1{margin-left:130px}.row-fluid{width:100%;*zoom:1}.row-fluid:before,.row-fluid:after{display:table;line-height:0;content:""}.row-fluid:after{clear:both}.row-fluid [class*="span"]{display:block;float:left;width:100%;min-height:30px;margin-left:2.564102564102564%;*margin-left:2.5109110747408616%;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}.row-fluid [class*="span"]:first-child{margin-left:0}.row-fluid .controls-row [class*="span"]+[class*="span"]{margin-left:2.564102564102564%}.row-fluid .span12{width:100%;*width:99.94680851063829%}.row-fluid .span11{width:91.45299145299145%;*width:91.39979996362975%}.row-fluid .span10{width:82.90598290598291%;*width:82.8527914166212%}.row-fluid .span9{width:74.35897435897436%;*width:74.30578286961266%}.row-fluid .span8{width:65.81196581196582%;*width:65.75877432260411%}.row-fluid .span7{width:57.26495726495726%;*width:57.21176577559556%}.row-fluid .span6{width:48.717948717948715%;*width:48.664757228587014%}.row-fluid .span5{width:40.17094017094017%;*width:40.11774868157847%}.row-fluid .span4{width:31.623931623931625%;*width:31.570740134569924%}.row-fluid .span3{width:23.076923076923077%;*width:23.023731587561375%}.row-fluid .span2{width:14.52991452991453%;*width:14.476723040552828%}.row-fluid .span1{width:5.982905982905983%;*width:5.929714493544281%}.row-fluid .offset12{margin-left:105.12820512820512%;*margin-left:105.02182214948171%}.row-fluid .offset12:first-child{margin-left:102.56410256410257%;*margin-left:102.45771958537915%}.row-fluid .offset11{margin-left:96.58119658119658%;*margin-left:96.47481360247316%}.row-fluid .offset11:first-child{margin-left:94.01709401709402%;*margin-left:93.91071103837061%}.row-fluid .offset10{margin-left:88.03418803418803%;*margin-left:87.92780505546462%}.row-fluid .offset10:first-child{margin-left:85.47008547008548%;*margin-left:85.36370249136206%}.row-fluid .offset9{margin-left:79.48717948717949%;*margin-left:79.38079650845607%}.row-fluid .offset9:first-child{margin-left:76.92307692307693%;*margin-left:76.81669394435352%}.row-fluid .offset8{margin-left:70.94017094017094%;*margin-left:70.83378796144753%}.row-fluid .offset8:first-child{margin-left:68.37606837606839%;*margin-left:68.26968539734497%}.row-fluid .offset7{margin-left:62.393162393162385%;*margin-left:62.28677941443899%}.row-fluid .offset7:first-child{margin-left:59.82905982905982%;*margin-left:59.72267685033642%}.row-fluid .offset6{margin-left:53.84615384615384%;*margin-left:53.739770867430444%}.row-fluid .offset6:first-child{margin-left:51.28205128205128%;*margin-left:51.175668303327875%}.row-fluid .offset5{margin-left:45.299145299145295%;*margin-left:45.1927623204219%}.row-fluid .offset5:first-child{margin-left:42.73504273504273%;*margin-left:42.62865975631933%}.row-fluid .offset4{margin-left:36.75213675213675%;*margin-left:36.645753773413354%}.row-fluid .offset4:first-child{margin-left:34.18803418803419%;*margin-left:34.081651209310785%}.row-fluid .offset3{margin-left:28.205128205128204%;*margin-left:28.0987452264048%}.row-fluid .offset3:first-child{margin-left:25.641025641025642%;*margin-left:25.53464266230224%}.row-fluid .offset2{margin-left:19.65811965811966%;*margin-left:19.551736679396257%}.row-fluid .offset2:first-child{margin-left:17.094017094017094%;*margin-left:16.98763411529369%}.row-fluid .offset1{margin-left:11.11111111111111%;*margin-left:11.004728132387708%}.row-fluid .offset1:first-child{margin-left:8.547008547008547%;*margin-left:8.440625568285142%}input,textarea,.uneditable-input{margin-left:0}.controls-row [class*="span"]+[class*="span"]{margin-left:30px}input.span12,textarea.span12,.uneditable-input.span12{width:1156px}input.span11,textarea.span11,.uneditable-input.span11{width:1056px}input.span10,textarea.span10,.uneditable-input.span10{width:956px}input.span9,textarea.span9,.uneditable-input.span9{width:856px}input.span8,textarea.span8,.uneditable-input.span8{width:756px}input.span7,textarea.span7,.uneditable-input.span7{width:656px}input.span6,textarea.span6,.uneditable-input.span6{width:556px}input.span5,textarea.span5,.uneditable-input.span5{width:456px}input.span4,textarea.span4,.uneditable-input.span4{width:356px}input.span3,textarea.span3,.uneditable-input.span3{width:256px}input.span2,textarea.span2,.uneditable-input.span2{width:156px}input.span1,textarea.span1,.uneditable-input.span1{width:56px}.thumbnails{margin-left:-30px}.thumbnails>li{margin-left:30px}.row-fluid .thumbnails{margin-left:0}}@media(min-width:768px) and (max-width:979px){.row{margin-left:-20px;*zoom:1}.row:before,.row:after{display:table;line-height:0;content:""}.row:after{clear:both}[class*="span"]{float:left;min-height:1px;margin-left:20px}.container,.navbar-static-top .container,.navbar-fixed-top .container,.navbar-fixed-bottom .container{width:724px}.span12{width:724px}.span11{width:662px}.span10{width:600px}.span9{width:538px}.span8{width:476px}.span7{width:414px}.span6{width:352px}.span5{width:290px}.span4{width:228px}.span3{width:166px}.span2{width:104px}.span1{width:42px}.offset12{margin-left:764px}.offset11{margin-left:702px}.offset10{margin-left:640px}.offset9{margin-left:578px}.offset8{margin-left:516px}.offset7{margin-left:454px}.offset6{margin-left:392px}.offset5{margin-left:330px}.offset4{margin-left:268px}.offset3{margin-left:206px}.offset2{margin-left:144px}.offset1{margin-left:82px}.row-fluid{width:100%;*zoom:1}.row-fluid:before,.row-fluid:after{display:table;line-height:0;content:""}.row-fluid:after{clear:both}.row-fluid [class*="span"]{display:block;float:left;width:100%;min-height:30px;margin-left:2.7624309392265194%;*margin-left:2.709239449864817%;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}.row-fluid [class*="span"]:first-child{margin-left:0}.row-fluid .controls-row [class*="span"]+[class*="span"]{margin-left:2.7624309392265194%}.row-fluid .span12{width:100%;*width:99.94680851063829%}.row-fluid .span11{width:91.43646408839778%;*width:91.38327259903608%}.row-fluid .span10{width:82.87292817679558%;*width:82.81973668743387%}.row-fluid .span9{width:74.30939226519337%;*width:74.25620077583166%}.row-fluid .span8{width:65.74585635359117%;*width:65.69266486422946%}.row-fluid .span7{width:57.18232044198895%;*width:57.12912895262725%}.row-fluid .span6{width:48.61878453038674%;*width:48.56559304102504%}.row-fluid .span5{width:40.05524861878453%;*width:40.00205712942283%}.row-fluid .span4{width:31.491712707182323%;*width:31.43852121782062%}.row-fluid .span3{width:22.92817679558011%;*width:22.87498530621841%}.row-fluid .span2{width:14.3646408839779%;*width:14.311449394616199%}.row-fluid .span1{width:5.801104972375691%;*width:5.747913483013988%}.row-fluid .offset12{margin-left:105.52486187845304%;*margin-left:105.41847889972962%}.row-fluid .offset12:first-child{margin-left:102.76243093922652%;*margin-left:102.6560479605031%}.row-fluid .offset11{margin-left:96.96132596685082%;*margin-left:96.8549429881274%}.row-fluid .offset11:first-child{margin-left:94.1988950276243%;*margin-left:94.09251204890089%}.row-fluid .offset10{margin-left:88.39779005524862%;*margin-left:88.2914070765252%}.row-fluid .offset10:first-child{margin-left:85.6353591160221%;*margin-left:85.52897613729868%}.row-fluid .offset9{margin-left:79.8342541436464%;*margin-left:79.72787116492299%}.row-fluid .offset9:first-child{margin-left:77.07182320441989%;*margin-left:76.96544022569647%}.row-fluid .offset8{margin-left:71.2707182320442%;*margin-left:71.16433525332079%}.row-fluid .offset8:first-child{margin-left:68.50828729281768%;*margin-left:68.40190431409427%}.row-fluid .offset7{margin-left:62.70718232044199%;*margin-left:62.600799341718584%}.row-fluid .offset7:first-child{margin-left:59.94475138121547%;*margin-left:59.838368402492065%}.row-fluid .offset6{margin-left:54.14364640883978%;*margin-left:54.037263430116376%}.row-fluid .offset6:first-child{margin-left:51.38121546961326%;*margin-left:51.27483249088986%}.row-fluid .offset5{margin-left:45.58011049723757%;*margin-left:45.47372751851417%}.row-fluid .offset5:first-child{margin-left:42.81767955801105%;*margin-left:42.71129657928765%}.row-fluid .offset4{margin-left:37.01657458563536%;*margin-left:36.91019160691196%}.row-fluid .offset4:first-child{margin-left:34.25414364640884%;*margin-left:34.14776066768544%}.row-fluid .offset3{margin-left:28.45303867403315%;*margin-left:28.346655695309746%}.row-fluid .offset3:first-child{margin-left:25.69060773480663%;*margin-left:25.584224756083227%}.row-fluid .offset2{margin-left:19.88950276243094%;*margin-left:19.783119783707537%}.row-fluid .offset2:first-child{margin-left:17.12707182320442%;*margin-left:17.02068884448102%}.row-fluid .offset1{margin-left:11.32596685082873%;*margin-left:11.219583872105325%}.row-fluid .offset1:first-child{margin-left:8.56353591160221%;*margin-left:8.457152932878806%}input,textarea,.uneditable-input{margin-left:0}.controls-row [class*="span"]+[class*="span"]{margin-left:20px}input.span12,textarea.span12,.uneditable-input.span12{width:710px}input.span11,textarea.span11,.uneditable-input.span11{width:648px}input.span10,textarea.span10,.uneditable-input.span10{width:586px}input.span9,textarea.span9,.uneditable-input.span9{width:524px}input.span8,textarea.span8,.uneditable-input.span8{width:462px}input.span7,textarea.span7,.uneditable-input.span7{width:400px}input.span6,textarea.span6,.uneditable-input.span6{width:338px}input.span5,textarea.span5,.uneditable-input.span5{width:276px}input.span4,textarea.span4,.uneditable-input.span4{width:214px}input.span3,textarea.span3,.uneditable-input.span3{width:152px}input.span2,textarea.span2,.uneditable-input.span2{width:90px}input.span1,textarea.span1,.uneditable-input.span1{width:28px}}@media(max-width:767px){body{padding-right:20px;padding-left:20px}.navbar-fixed-top,.navbar-fixed-bottom,.navbar-static-top{margin-right:-20px;margin-left:-20px}.container-fluid{padding:0}.dl-horizontal dt{float:none;width:auto;clear:none;text-align:left}.dl-horizontal dd{margin-left:0}.container{width:auto}.row-fluid{width:100%}.row,.thumbnails{margin-left:0}.thumbnails>li{float:none;margin-left:0}[class*="span"],.uneditable-input[class*="span"],.row-fluid [class*="span"]{display:block;float:none;width:100%;margin-left:0;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}.span12,.row-fluid .span12{width:100%;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}.row-fluid [class*="offset"]:first-child{margin-left:0}.input-large,.input-xlarge,.input-xxlarge,input[class*="span"],select[class*="span"],textarea[class*="span"],.uneditable-input{display:block;width:100%;min-height:30px;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}.input-prepend input,.input-append input,.input-prepend input[class*="span"],.input-append input[class*="span"]{display:inline-block;width:auto}.controls-row [class*="span"]+[class*="span"]{margin-left:0}.modal{position:fixed;top:20px;right:20px;left:20px;width:auto;margin:0}.modal.fade{top:-100px}.modal.fade.in{top:20px}}@media(max-width:480px){.nav-collapse{-webkit-transform:translate3d(0,0,0)}.page-header h1 small{display:block;line-height:20px}input[type="checkbox"],input[type="radio"]{border:1px solid #ccc}.form-horizontal .control-label{float:none;width:auto;padding-top:0;text-align:left}.form-horizontal .controls{margin-left:0}.form-horizontal .control-list{padding-top:0}.form-horizontal .form-actions{padding-right:10px;padding-left:10px}.media .pull-left,.media .pull-right{display:block;float:none;margin-bottom:10px}.media-object{margin-right:0;margin-left:0}.modal{top:10px;right:10px;left:10px}.modal-header .close{padding:10px;margin:-10px}.carousel-caption{position:static}}@media(max-width:979px){body{padding-top:0}.navbar-fixed-top,.navbar-fixed-bottom{position:static}.navbar-fixed-top{margin-bottom:20px}.navbar-fixed-bottom{margin-top:20px}.navbar-fixed-top .navbar-inner,.navbar-fixed-bottom .navbar-inner{padding:5px}.navbar .container{width:auto;padding:0}.navbar .brand{padding-right:10px;padding-left:10px;margin:0 0 0 -5px}.nav-collapse{clear:both}.nav-collapse .nav{float:none;margin:0 0 10px}.nav-collapse .nav>li{float:none}.nav-collapse .nav>li>a{margin-bottom:2px}.nav-collapse .nav>.divider-vertical{display:none}.nav-collapse .nav .nav-header{color:#777;text-shadow:none}.nav-collapse .nav>li>a,.nav-collapse .dropdown-menu a{padding:9px 15px;font-weight:bold;color:#777;-webkit-border-radius:3px;-moz-border-radius:3px;border-radius:3px}.nav-collapse .btn{padding:4px 10px 4px;font-weight:normal;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px}.nav-collapse .dropdown-menu li+li a{margin-bottom:2px}.nav-collapse .nav>li>a:hover,.nav-collapse .nav>li>a:focus,.nav-collapse .dropdown-menu a:hover,.nav-collapse .dropdown-menu a:focus{background-color:#f2f2f2}.navbar-inverse .nav-collapse .nav>li>a,.navbar-inverse .nav-collapse .dropdown-menu a{color:#999}.navbar-inverse .nav-collapse .nav>li>a:hover,.navbar-inverse .nav-collapse .nav>li>a:focus,.navbar-inverse .nav-collapse .dropdown-menu a:hover,.navbar-inverse .nav-collapse .dropdown-menu a:focus{background-color:#111}.nav-collapse.in .btn-group{padding:0;margin-top:5px}.nav-collapse .dropdown-menu{position:static;top:auto;left:auto;display:none;float:none;max-width:none;padding:0;margin:0 15px;background-color:transparent;border:0;-webkit-border-radius:0;-moz-border-radius:0;border-radius:0;-webkit-box-shadow:none;-moz-box-shadow:none;box-shadow:none}.nav-collapse .open>.dropdown-menu{display:block}.nav-collapse .dropdown-menu:before,.nav-collapse .dropdown-menu:after{display:none}.nav-collapse .dropdown-menu .divider{display:none}.nav-collapse .nav>li>.dropdown-menu:before,.nav-collapse .nav>li>.dropdown-menu:after{display:none}.nav-collapse .navbar-form,.nav-collapse .navbar-search{float:none;padding:10px 15px;margin:10px 0;border-top:1px solid #f2f2f2;border-bottom:1px solid #f2f2f2;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,0.1),0 1px 0 rgba(255,255,255,0.1);-moz-box-shadow:inset 0 1px 0 rgba(255,255,255,0.1),0 1px 0 rgba(255,255,255,0.1);box-shadow:inset 0 1px 0 rgba(255,255,255,0.1),0 1px 0 rgba(255,255,255,0.1)}.navbar-inverse .nav-collapse .navbar-form,.navbar-inverse .nav-collapse .navbar-search{border-top-color:#111;border-bottom-color:#111}.navbar .nav-collapse .nav.pull-right{float:none;margin-left:0}.nav-collapse,.nav-collapse.collapse{height:0;overflow:hidden}.navbar .btn-navbar{display:block}.navbar-static .navbar-inner{padding-right:10px;padding-left:10px}}@media(min-width:980px){.nav-collapse.collapse{height:auto!important;overflow:visible!important}} diff --git a/css/bootstrap.css b/css/bootstrap.css new file mode 100644 index 0000000..b725064 --- /dev/null +++ b/css/bootstrap.css @@ -0,0 +1,6167 @@ +/*! + * Bootstrap v2.3.2 + * + * Copyright 2012 Twitter, Inc + * Licensed under the Apache License v2.0 + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Designed and built with all the love in the world @twitter by @mdo and @fat. + */ + +.clearfix { + *zoom: 1; +} + +.clearfix:before, +.clearfix:after { + display: table; + line-height: 0; + content: ""; +} + +.clearfix:after { + clear: both; +} + +.hide-text { + font: 0/0 a; + color: transparent; + text-shadow: none; + background-color: transparent; + border: 0; +} + +.input-block-level { + display: block; + width: 100%; + min-height: 30px; + -webkit-box-sizing: border-box; + -moz-box-sizing: border-box; + box-sizing: border-box; +} + +article, +aside, +details, +figcaption, +figure, +footer, +header, +hgroup, +nav, +section { + display: block; +} + +audio, +canvas, +video { + display: inline-block; + *display: inline; + *zoom: 1; +} + +audio:not([controls]) { + display: none; +} + +html { + font-size: 100%; + -webkit-text-size-adjust: 100%; + -ms-text-size-adjust: 100%; +} + +a:focus { + outline: thin dotted #333; + outline: 5px auto -webkit-focus-ring-color; + outline-offset: -2px; +} + +a:hover, +a:active { + outline: 0; +} + +sub, +sup { + position: relative; + font-size: 75%; + line-height: 0; + vertical-align: baseline; +} + +sup { + top: -0.5em; +} + +sub { + bottom: -0.25em; +} + +img { + width: auto\9; + height: auto; + max-width: 100%; + vertical-align: middle; + border: 0; + -ms-interpolation-mode: bicubic; +} + +#map_canvas img, +.google-maps img { + max-width: none; +} + +button, +input, +select, +textarea { + margin: 0; + font-size: 100%; + vertical-align: middle; +} + +button, +input { + *overflow: visible; + line-height: normal; +} + +button::-moz-focus-inner, +input::-moz-focus-inner { + padding: 0; + border: 0; +} + +button, +html input[type="button"], +input[type="reset"], +input[type="submit"] { + cursor: pointer; + -webkit-appearance: button; +} + +label, +select, +button, +input[type="button"], +input[type="reset"], +input[type="submit"], +input[type="radio"], +input[type="checkbox"] { + cursor: pointer; +} + +input[type="search"] { + -webkit-box-sizing: content-box; + -moz-box-sizing: content-box; + box-sizing: content-box; + -webkit-appearance: textfield; +} + +input[type="search"]::-webkit-search-decoration, +input[type="search"]::-webkit-search-cancel-button { + -webkit-appearance: none; +} + +textarea { + overflow: auto; + vertical-align: top; +} + +@media print { + * { + color: #000 !important; + text-shadow: none !important; + background: transparent !important; + box-shadow: none !important; + } + a, + a:visited { + text-decoration: underline; + } + a[href]:after { + content: " (" attr(href) ")"; + } + abbr[title]:after { + content: " (" attr(title) ")"; + } + .ir a:after, + a[href^="javascript:"]:after, + a[href^="#"]:after { + content: ""; + } + pre, + blockquote { + border: 1px solid #999; + page-break-inside: avoid; + } + thead { + display: table-header-group; + } + tr, + img { + page-break-inside: avoid; + } + img { + max-width: 100% !important; + } + @page { + margin: 0.5cm; + } + p, + h2, + h3 { + orphans: 3; + widows: 3; + } + h2, + h3 { + page-break-after: avoid; + } +} + +body { + margin: 0; + font-family: "Helvetica Neue", Helvetica, Arial, sans-serif; + font-size: 14px; + line-height: 20px; + color: #333333; + background-color: #ffffff; +} + +a { + color: #0088cc; + text-decoration: none; +} + +a:hover, +a:focus { + color: #005580; + text-decoration: underline; +} + +.img-rounded { + -webkit-border-radius: 6px; + -moz-border-radius: 6px; + border-radius: 6px; +} + +.img-polaroid { + padding: 4px; + background-color: #fff; + border: 1px solid #ccc; + border: 1px solid rgba(0, 0, 0, 0.2); + -webkit-box-shadow: 0 1px 3px rgba(0, 0, 0, 0.1); + -moz-box-shadow: 0 1px 3px rgba(0, 0, 0, 0.1); + box-shadow: 0 1px 3px rgba(0, 0, 0, 0.1); +} + +.img-circle { + -webkit-border-radius: 500px; + -moz-border-radius: 500px; + border-radius: 500px; +} + +.row { + margin-left: -20px; + *zoom: 1; +} + +.row:before, +.row:after { + display: table; + line-height: 0; + content: ""; +} + +.row:after { + clear: both; +} + +[class*="span"] { + float: left; + min-height: 1px; + margin-left: 20px; +} + +.container, +.navbar-static-top .container, +.navbar-fixed-top .container, +.navbar-fixed-bottom .container { + width: 940px; +} + +.span12 { + width: 940px; +} + +.span11 { + width: 860px; +} + +.span10 { + width: 780px; +} + +.span9 { + width: 700px; +} + +.span8 { + width: 620px; +} + +.span7 { + width: 540px; +} + +.span6 { + width: 460px; +} + +.span5 { + width: 380px; +} + +.span4 { + width: 300px; +} + +.span3 { + width: 220px; +} + +.span2 { + width: 140px; +} + +.span1 { + width: 60px; +} + +.offset12 { + margin-left: 980px; +} + +.offset11 { + margin-left: 900px; +} + +.offset10 { + margin-left: 820px; +} + +.offset9 { + margin-left: 740px; +} + +.offset8 { + margin-left: 660px; +} + +.offset7 { + margin-left: 580px; +} + +.offset6 { + margin-left: 500px; +} + +.offset5 { + margin-left: 420px; +} + +.offset4 { + margin-left: 340px; +} + +.offset3 { + margin-left: 260px; +} + +.offset2 { + margin-left: 180px; +} + +.offset1 { + margin-left: 100px; +} + +.row-fluid { + width: 100%; + *zoom: 1; +} + +.row-fluid:before, +.row-fluid:after { + display: table; + line-height: 0; + content: ""; +} + +.row-fluid:after { + clear: both; +} + +.row-fluid [class*="span"] { + display: block; + float: left; + width: 100%; + min-height: 30px; + margin-left: 2.127659574468085%; + *margin-left: 2.074468085106383%; + -webkit-box-sizing: border-box; + -moz-box-sizing: border-box; + box-sizing: border-box; +} + +.row-fluid [class*="span"]:first-child { + margin-left: 0; +} + +.row-fluid .controls-row [class*="span"] + [class*="span"] { + margin-left: 2.127659574468085%; +} + +.row-fluid .span12 { + width: 100%; + *width: 99.94680851063829%; +} + +.row-fluid .span11 { + width: 91.48936170212765%; + *width: 91.43617021276594%; +} + +.row-fluid .span10 { + width: 82.97872340425532%; + *width: 82.92553191489361%; +} + +.row-fluid .span9 { + width: 74.46808510638297%; + *width: 74.41489361702126%; +} + +.row-fluid .span8 { + width: 65.95744680851064%; + *width: 65.90425531914893%; +} + +.row-fluid .span7 { + width: 57.44680851063829%; + *width: 57.39361702127659%; +} + +.row-fluid .span6 { + width: 48.93617021276595%; + *width: 48.88297872340425%; +} + +.row-fluid .span5 { + width: 40.42553191489362%; + *width: 40.37234042553192%; +} + +.row-fluid .span4 { + width: 31.914893617021278%; + *width: 31.861702127659576%; +} + +.row-fluid .span3 { + width: 23.404255319148934%; + *width: 23.351063829787233%; +} + +.row-fluid .span2 { + width: 14.893617021276595%; + *width: 14.840425531914894%; +} + +.row-fluid .span1 { + width: 6.382978723404255%; + *width: 6.329787234042553%; +} + +.row-fluid .offset12 { + margin-left: 104.25531914893617%; + *margin-left: 104.14893617021275%; +} + +.row-fluid .offset12:first-child { + margin-left: 102.12765957446808%; + *margin-left: 102.02127659574467%; +} + +.row-fluid .offset11 { + margin-left: 95.74468085106382%; + *margin-left: 95.6382978723404%; +} + +.row-fluid .offset11:first-child { + margin-left: 93.61702127659574%; + *margin-left: 93.51063829787232%; +} + +.row-fluid .offset10 { + margin-left: 87.23404255319149%; + *margin-left: 87.12765957446807%; +} + +.row-fluid .offset10:first-child { + margin-left: 85.1063829787234%; + *margin-left: 84.99999999999999%; +} + +.row-fluid .offset9 { + margin-left: 78.72340425531914%; + *margin-left: 78.61702127659572%; +} + +.row-fluid .offset9:first-child { + margin-left: 76.59574468085106%; + *margin-left: 76.48936170212764%; +} + +.row-fluid .offset8 { + margin-left: 70.2127659574468%; + *margin-left: 70.10638297872339%; +} + +.row-fluid .offset8:first-child { + margin-left: 68.08510638297872%; + *margin-left: 67.9787234042553%; +} + +.row-fluid .offset7 { + margin-left: 61.70212765957446%; + *margin-left: 61.59574468085106%; +} + +.row-fluid .offset7:first-child { + margin-left: 59.574468085106375%; + *margin-left: 59.46808510638297%; +} + +.row-fluid .offset6 { + margin-left: 53.191489361702125%; + *margin-left: 53.085106382978715%; +} + +.row-fluid .offset6:first-child { + margin-left: 51.063829787234035%; + *margin-left: 50.95744680851063%; +} + +.row-fluid .offset5 { + margin-left: 44.68085106382979%; + *margin-left: 44.57446808510638%; +} + +.row-fluid .offset5:first-child { + margin-left: 42.5531914893617%; + *margin-left: 42.4468085106383%; +} + +.row-fluid .offset4 { + margin-left: 36.170212765957444%; + *margin-left: 36.06382978723405%; +} + +.row-fluid .offset4:first-child { + margin-left: 34.04255319148936%; + *margin-left: 33.93617021276596%; +} + +.row-fluid .offset3 { + margin-left: 27.659574468085104%; + *margin-left: 27.5531914893617%; +} + +.row-fluid .offset3:first-child { + margin-left: 25.53191489361702%; + *margin-left: 25.425531914893618%; +} + +.row-fluid .offset2 { + margin-left: 19.148936170212764%; + *margin-left: 19.04255319148936%; +} + +.row-fluid .offset2:first-child { + margin-left: 17.02127659574468%; + *margin-left: 16.914893617021278%; +} + +.row-fluid .offset1 { + margin-left: 10.638297872340425%; + *margin-left: 10.53191489361702%; +} + +.row-fluid .offset1:first-child { + margin-left: 8.51063829787234%; + *margin-left: 8.404255319148938%; +} + +[class*="span"].hide, +.row-fluid [class*="span"].hide { + display: none; +} + +[class*="span"].pull-right, +.row-fluid [class*="span"].pull-right { + float: right; +} + +.container { + margin-right: auto; + margin-left: auto; + *zoom: 1; +} + +.container:before, +.container:after { + display: table; + line-height: 0; + content: ""; +} + +.container:after { + clear: both; +} + +.container-fluid { + padding-right: 20px; + padding-left: 20px; + *zoom: 1; +} + +.container-fluid:before, +.container-fluid:after { + display: table; + line-height: 0; + content: ""; +} + +.container-fluid:after { + clear: both; +} + +p { + margin: 0 0 10px; +} + +.lead { + margin-bottom: 20px; + font-size: 21px; + font-weight: 200; + line-height: 30px; +} + +small { + font-size: 85%; +} + +strong { + font-weight: bold; +} + +em { + font-style: italic; +} + +cite { + font-style: normal; +} + +.muted { + color: #999999; +} + +a.muted:hover, +a.muted:focus { + color: #808080; +} + +.text-warning { + color: #c09853; +} + +a.text-warning:hover, +a.text-warning:focus { + color: #a47e3c; +} + +.text-error { + color: #b94a48; +} + +a.text-error:hover, +a.text-error:focus { + color: #953b39; +} + +.text-info { + color: #3a87ad; +} + +a.text-info:hover, +a.text-info:focus { + color: #2d6987; +} + +.text-success { + color: #468847; +} + +a.text-success:hover, +a.text-success:focus { + color: #356635; +} + +.text-left { + text-align: left; +} + +.text-right { + text-align: right; +} + +.text-center { + text-align: center; +} + +h1, +h2, +h3, +h4, +h5, +h6 { + margin: 10px 0; + font-family: inherit; + font-weight: bold; + line-height: 20px; + color: inherit; + text-rendering: optimizelegibility; +} + +h1 small, +h2 small, +h3 small, +h4 small, +h5 small, +h6 small { + font-weight: normal; + line-height: 1; + color: #999999; +} + +h1, +h2, +h3 { + line-height: 40px; +} + +h1 { + font-size: 38.5px; +} + +h2 { + font-size: 31.5px; +} + +h3 { + font-size: 24.5px; +} + +h4 { + font-size: 17.5px; +} + +h5 { + font-size: 14px; +} + +h6 { + font-size: 11.9px; +} + +h1 small { + font-size: 24.5px; +} + +h2 small { + font-size: 17.5px; +} + +h3 small { + font-size: 14px; +} + +h4 small { + font-size: 14px; +} + +.page-header { + padding-bottom: 9px; + margin: 20px 0 30px; + border-bottom: 1px solid #eeeeee; +} + +ul, +ol { + padding: 0; + margin: 0 0 10px 25px; +} + +ul ul, +ul ol, +ol ol, +ol ul { + margin-bottom: 0; +} + +li { + line-height: 20px; +} + +ul.unstyled, +ol.unstyled { + margin-left: 0; + list-style: none; +} + +ul.inline, +ol.inline { + margin-left: 0; + list-style: none; +} + +ul.inline > li, +ol.inline > li { + display: inline-block; + *display: inline; + padding-right: 5px; + padding-left: 5px; + *zoom: 1; +} + +dl { + margin-bottom: 20px; +} + +dt, +dd { + line-height: 20px; +} + +dt { + font-weight: bold; +} + +dd { + margin-left: 10px; +} + +.dl-horizontal { + *zoom: 1; +} + +.dl-horizontal:before, +.dl-horizontal:after { + display: table; + line-height: 0; + content: ""; +} + +.dl-horizontal:after { + clear: both; +} + +.dl-horizontal dt { + float: left; + width: 160px; + overflow: hidden; + clear: left; + text-align: right; + text-overflow: ellipsis; + white-space: nowrap; +} + +.dl-horizontal dd { + margin-left: 180px; +} + +hr { + margin: 20px 0; + border: 0; + border-top: 1px solid #eeeeee; + border-bottom: 1px solid #ffffff; +} + +abbr[title], +abbr[data-original-title] { + cursor: help; + border-bottom: 1px dotted #999999; +} + +abbr.initialism { + font-size: 90%; + text-transform: uppercase; +} + +blockquote { + padding: 0 0 0 15px; + margin: 0 0 20px; + border-left: 5px solid #eeeeee; +} + +blockquote p { + margin-bottom: 0; + font-size: 17.5px; + font-weight: 300; + line-height: 1.25; +} + +blockquote small { + display: block; + line-height: 20px; + color: #999999; +} + +blockquote small:before { + content: '\2014 \00A0'; +} + +blockquote.pull-right { + float: right; + padding-right: 15px; + padding-left: 0; + border-right: 5px solid #eeeeee; + border-left: 0; +} + +blockquote.pull-right p, +blockquote.pull-right small { + text-align: right; +} + +blockquote.pull-right small:before { + content: ''; +} + +blockquote.pull-right small:after { + content: '\00A0 \2014'; +} + +q:before, +q:after, +blockquote:before, +blockquote:after { + content: ""; +} + +address { + display: block; + margin-bottom: 20px; + font-style: normal; + line-height: 20px; +} + +code, +pre { + padding: 0 3px 2px; + font-family: Monaco, Menlo, Consolas, "Courier New", monospace; + font-size: 12px; + color: #333333; + -webkit-border-radius: 3px; + -moz-border-radius: 3px; + border-radius: 3px; +} + +code { + padding: 2px 4px; + color: #d14; + white-space: nowrap; + background-color: #f7f7f9; + border: 1px solid #e1e1e8; +} + +pre { + display: block; + padding: 9.5px; + margin: 0 0 10px; + font-size: 13px; + line-height: 20px; + word-break: break-all; + word-wrap: break-word; + white-space: pre; + white-space: pre-wrap; + background-color: #f5f5f5; + border: 1px solid #ccc; + border: 1px solid rgba(0, 0, 0, 0.15); + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; +} + +pre.prettyprint { + margin-bottom: 20px; +} + +pre code { + padding: 0; + color: inherit; + white-space: pre; + white-space: pre-wrap; + background-color: transparent; + border: 0; +} + +.pre-scrollable { + max-height: 340px; + overflow-y: scroll; +} + +form { + margin: 0 0 20px; +} + +fieldset { + padding: 0; + margin: 0; + border: 0; +} + +legend { + display: block; + width: 100%; + padding: 0; + margin-bottom: 20px; + font-size: 21px; + line-height: 40px; + color: #333333; + border: 0; + border-bottom: 1px solid #e5e5e5; +} + +legend small { + font-size: 15px; + color: #999999; +} + +label, +input, +button, +select, +textarea { + font-size: 14px; + font-weight: normal; + line-height: 20px; +} + +input, +button, +select, +textarea { + font-family: "Helvetica Neue", Helvetica, Arial, sans-serif; +} + +label { + display: block; + margin-bottom: 5px; +} + +select, +textarea, +input[type="text"], +input[type="password"], +input[type="datetime"], +input[type="datetime-local"], +input[type="date"], +input[type="month"], +input[type="time"], +input[type="week"], +input[type="number"], +input[type="email"], +input[type="url"], +input[type="search"], +input[type="tel"], +input[type="color"], +.uneditable-input { + display: inline-block; + height: 20px; + padding: 4px 6px; + margin-bottom: 10px; + font-size: 14px; + line-height: 20px; + color: #555555; + vertical-align: middle; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; +} + +input, +textarea, +.uneditable-input { + width: 206px; +} + +textarea { + height: auto; +} + +textarea, +input[type="text"], +input[type="password"], +input[type="datetime"], +input[type="datetime-local"], +input[type="date"], +input[type="month"], +input[type="time"], +input[type="week"], +input[type="number"], +input[type="email"], +input[type="url"], +input[type="search"], +input[type="tel"], +input[type="color"], +.uneditable-input { + background-color: #ffffff; + border: 1px solid #cccccc; + -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); + -moz-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); + box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); + -webkit-transition: border linear 0.2s, box-shadow linear 0.2s; + -moz-transition: border linear 0.2s, box-shadow linear 0.2s; + -o-transition: border linear 0.2s, box-shadow linear 0.2s; + transition: border linear 0.2s, box-shadow linear 0.2s; +} + +textarea:focus, +input[type="text"]:focus, +input[type="password"]:focus, +input[type="datetime"]:focus, +input[type="datetime-local"]:focus, +input[type="date"]:focus, +input[type="month"]:focus, +input[type="time"]:focus, +input[type="week"]:focus, +input[type="number"]:focus, +input[type="email"]:focus, +input[type="url"]:focus, +input[type="search"]:focus, +input[type="tel"]:focus, +input[type="color"]:focus, +.uneditable-input:focus { + border-color: rgba(82, 168, 236, 0.8); + outline: 0; + outline: thin dotted \9; + /* IE6-9 */ + + -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 8px rgba(82, 168, 236, 0.6); + -moz-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 8px rgba(82, 168, 236, 0.6); + box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 8px rgba(82, 168, 236, 0.6); +} + +input[type="radio"], +input[type="checkbox"] { + margin: 4px 0 0; + margin-top: 1px \9; + *margin-top: 0; + line-height: normal; +} + +input[type="file"], +input[type="image"], +input[type="submit"], +input[type="reset"], +input[type="button"], +input[type="radio"], +input[type="checkbox"] { + width: auto; +} + +select, +input[type="file"] { + height: 30px; + /* In IE7, the height of the select element cannot be changed by height, only font-size */ + + *margin-top: 4px; + /* For IE7, add top margin to align select with labels */ + + line-height: 30px; +} + +select { + width: 220px; + background-color: #ffffff; + border: 1px solid #cccccc; +} + +select[multiple], +select[size] { + height: auto; +} + +select:focus, +input[type="file"]:focus, +input[type="radio"]:focus, +input[type="checkbox"]:focus { + outline: thin dotted #333; + outline: 5px auto -webkit-focus-ring-color; + outline-offset: -2px; +} + +.uneditable-input, +.uneditable-textarea { + color: #999999; + cursor: not-allowed; + background-color: #fcfcfc; + border-color: #cccccc; + -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.025); + -moz-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.025); + box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.025); +} + +.uneditable-input { + overflow: hidden; + white-space: nowrap; +} + +.uneditable-textarea { + width: auto; + height: auto; +} + +input:-moz-placeholder, +textarea:-moz-placeholder { + color: #999999; +} + +input:-ms-input-placeholder, +textarea:-ms-input-placeholder { + color: #999999; +} + +input::-webkit-input-placeholder, +textarea::-webkit-input-placeholder { + color: #999999; +} + +.radio, +.checkbox { + min-height: 20px; + padding-left: 20px; +} + +.radio input[type="radio"], +.checkbox input[type="checkbox"] { + float: left; + margin-left: -20px; +} + +.controls > .radio:first-child, +.controls > .checkbox:first-child { + padding-top: 5px; +} + +.radio.inline, +.checkbox.inline { + display: inline-block; + padding-top: 5px; + margin-bottom: 0; + vertical-align: middle; +} + +.radio.inline + .radio.inline, +.checkbox.inline + .checkbox.inline { + margin-left: 10px; +} + +.input-mini { + width: 60px; +} + +.input-small { + width: 90px; +} + +.input-medium { + width: 150px; +} + +.input-large { + width: 210px; +} + +.input-xlarge { + width: 270px; +} + +.input-xxlarge { + width: 530px; +} + +input[class*="span"], +select[class*="span"], +textarea[class*="span"], +.uneditable-input[class*="span"], +.row-fluid input[class*="span"], +.row-fluid select[class*="span"], +.row-fluid textarea[class*="span"], +.row-fluid .uneditable-input[class*="span"] { + float: none; + margin-left: 0; +} + +.input-append input[class*="span"], +.input-append .uneditable-input[class*="span"], +.input-prepend input[class*="span"], +.input-prepend .uneditable-input[class*="span"], +.row-fluid input[class*="span"], +.row-fluid select[class*="span"], +.row-fluid textarea[class*="span"], +.row-fluid .uneditable-input[class*="span"], +.row-fluid .input-prepend [class*="span"], +.row-fluid .input-append [class*="span"] { + display: inline-block; +} + +input, +textarea, +.uneditable-input { + margin-left: 0; +} + +.controls-row [class*="span"] + [class*="span"] { + margin-left: 20px; +} + +input.span12, +textarea.span12, +.uneditable-input.span12 { + width: 926px; +} + +input.span11, +textarea.span11, +.uneditable-input.span11 { + width: 846px; +} + +input.span10, +textarea.span10, +.uneditable-input.span10 { + width: 766px; +} + +input.span9, +textarea.span9, +.uneditable-input.span9 { + width: 686px; +} + +input.span8, +textarea.span8, +.uneditable-input.span8 { + width: 606px; +} + +input.span7, +textarea.span7, +.uneditable-input.span7 { + width: 526px; +} + +input.span6, +textarea.span6, +.uneditable-input.span6 { + width: 446px; +} + +input.span5, +textarea.span5, +.uneditable-input.span5 { + width: 366px; +} + +input.span4, +textarea.span4, +.uneditable-input.span4 { + width: 286px; +} + +input.span3, +textarea.span3, +.uneditable-input.span3 { + width: 206px; +} + +input.span2, +textarea.span2, +.uneditable-input.span2 { + width: 126px; +} + +input.span1, +textarea.span1, +.uneditable-input.span1 { + width: 46px; +} + +.controls-row { + *zoom: 1; +} + +.controls-row:before, +.controls-row:after { + display: table; + line-height: 0; + content: ""; +} + +.controls-row:after { + clear: both; +} + +.controls-row [class*="span"], +.row-fluid .controls-row [class*="span"] { + float: left; +} + +.controls-row .checkbox[class*="span"], +.controls-row .radio[class*="span"] { + padding-top: 5px; +} + +input[disabled], +select[disabled], +textarea[disabled], +input[readonly], +select[readonly], +textarea[readonly] { + cursor: not-allowed; + background-color: #eeeeee; +} + +input[type="radio"][disabled], +input[type="checkbox"][disabled], +input[type="radio"][readonly], +input[type="checkbox"][readonly] { + background-color: transparent; +} + +.control-group.warning .control-label, +.control-group.warning .help-block, +.control-group.warning .help-inline { + color: #c09853; +} + +.control-group.warning .checkbox, +.control-group.warning .radio, +.control-group.warning input, +.control-group.warning select, +.control-group.warning textarea { + color: #c09853; +} + +.control-group.warning input, +.control-group.warning select, +.control-group.warning textarea { + border-color: #c09853; + -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); + -moz-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); + box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); +} + +.control-group.warning input:focus, +.control-group.warning select:focus, +.control-group.warning textarea:focus { + border-color: #a47e3c; + -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #dbc59e; + -moz-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #dbc59e; + box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #dbc59e; +} + +.control-group.warning .input-prepend .add-on, +.control-group.warning .input-append .add-on { + color: #c09853; + background-color: #fcf8e3; + border-color: #c09853; +} + +.control-group.error .control-label, +.control-group.error .help-block, +.control-group.error .help-inline { + color: #b94a48; +} + +.control-group.error .checkbox, +.control-group.error .radio, +.control-group.error input, +.control-group.error select, +.control-group.error textarea { + color: #b94a48; +} + +.control-group.error input, +.control-group.error select, +.control-group.error textarea { + border-color: #b94a48; + -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); + -moz-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); + box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); +} + +.control-group.error input:focus, +.control-group.error select:focus, +.control-group.error textarea:focus { + border-color: #953b39; + -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #d59392; + -moz-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #d59392; + box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #d59392; +} + +.control-group.error .input-prepend .add-on, +.control-group.error .input-append .add-on { + color: #b94a48; + background-color: #f2dede; + border-color: #b94a48; +} + +.control-group.success .control-label, +.control-group.success .help-block, +.control-group.success .help-inline { + color: #468847; +} + +.control-group.success .checkbox, +.control-group.success .radio, +.control-group.success input, +.control-group.success select, +.control-group.success textarea { + color: #468847; +} + +.control-group.success input, +.control-group.success select, +.control-group.success textarea { + border-color: #468847; + -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); + -moz-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); + box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); +} + +.control-group.success input:focus, +.control-group.success select:focus, +.control-group.success textarea:focus { + border-color: #356635; + -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #7aba7b; + -moz-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #7aba7b; + box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #7aba7b; +} + +.control-group.success .input-prepend .add-on, +.control-group.success .input-append .add-on { + color: #468847; + background-color: #dff0d8; + border-color: #468847; +} + +.control-group.info .control-label, +.control-group.info .help-block, +.control-group.info .help-inline { + color: #3a87ad; +} + +.control-group.info .checkbox, +.control-group.info .radio, +.control-group.info input, +.control-group.info select, +.control-group.info textarea { + color: #3a87ad; +} + +.control-group.info input, +.control-group.info select, +.control-group.info textarea { + border-color: #3a87ad; + -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); + -moz-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); + box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075); +} + +.control-group.info input:focus, +.control-group.info select:focus, +.control-group.info textarea:focus { + border-color: #2d6987; + -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #7ab5d3; + -moz-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #7ab5d3; + box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #7ab5d3; +} + +.control-group.info .input-prepend .add-on, +.control-group.info .input-append .add-on { + color: #3a87ad; + background-color: #d9edf7; + border-color: #3a87ad; +} + +input:focus:invalid, +textarea:focus:invalid, +select:focus:invalid { + color: #b94a48; + border-color: #ee5f5b; +} + +input:focus:invalid:focus, +textarea:focus:invalid:focus, +select:focus:invalid:focus { + border-color: #e9322d; + -webkit-box-shadow: 0 0 6px #f8b9b7; + -moz-box-shadow: 0 0 6px #f8b9b7; + box-shadow: 0 0 6px #f8b9b7; +} + +.form-actions { + padding: 19px 20px 20px; + margin-top: 20px; + margin-bottom: 20px; + background-color: #f5f5f5; + border-top: 1px solid #e5e5e5; + *zoom: 1; +} + +.form-actions:before, +.form-actions:after { + display: table; + line-height: 0; + content: ""; +} + +.form-actions:after { + clear: both; +} + +.help-block, +.help-inline { + color: #595959; +} + +.help-block { + display: block; + margin-bottom: 10px; +} + +.help-inline { + display: inline-block; + *display: inline; + padding-left: 5px; + vertical-align: middle; + *zoom: 1; +} + +.input-append, +.input-prepend { + display: inline-block; + margin-bottom: 10px; + font-size: 0; + white-space: nowrap; + vertical-align: middle; +} + +.input-append input, +.input-prepend input, +.input-append select, +.input-prepend select, +.input-append .uneditable-input, +.input-prepend .uneditable-input, +.input-append .dropdown-menu, +.input-prepend .dropdown-menu, +.input-append .popover, +.input-prepend .popover { + font-size: 14px; +} + +.input-append input, +.input-prepend input, +.input-append select, +.input-prepend select, +.input-append .uneditable-input, +.input-prepend .uneditable-input { + position: relative; + margin-bottom: 0; + *margin-left: 0; + vertical-align: top; + -webkit-border-radius: 0 4px 4px 0; + -moz-border-radius: 0 4px 4px 0; + border-radius: 0 4px 4px 0; +} + +.input-append input:focus, +.input-prepend input:focus, +.input-append select:focus, +.input-prepend select:focus, +.input-append .uneditable-input:focus, +.input-prepend .uneditable-input:focus { + z-index: 2; +} + +.input-append .add-on, +.input-prepend .add-on { + display: inline-block; + width: auto; + height: 20px; + min-width: 16px; + padding: 4px 5px; + font-size: 14px; + font-weight: normal; + line-height: 20px; + text-align: center; + text-shadow: 0 1px 0 #ffffff; + background-color: #eeeeee; + border: 1px solid #ccc; +} + +.input-append .add-on, +.input-prepend .add-on, +.input-append .btn, +.input-prepend .btn, +.input-append .btn-group > .dropdown-toggle, +.input-prepend .btn-group > .dropdown-toggle { + vertical-align: top; + -webkit-border-radius: 0; + -moz-border-radius: 0; + border-radius: 0; +} + +.input-append .active, +.input-prepend .active { + background-color: #a9dba9; + border-color: #46a546; +} + +.input-prepend .add-on, +.input-prepend .btn { + margin-right: -1px; +} + +.input-prepend .add-on:first-child, +.input-prepend .btn:first-child { + -webkit-border-radius: 4px 0 0 4px; + -moz-border-radius: 4px 0 0 4px; + border-radius: 4px 0 0 4px; +} + +.input-append input, +.input-append select, +.input-append .uneditable-input { + -webkit-border-radius: 4px 0 0 4px; + -moz-border-radius: 4px 0 0 4px; + border-radius: 4px 0 0 4px; +} + +.input-append input + .btn-group .btn:last-child, +.input-append select + .btn-group .btn:last-child, +.input-append .uneditable-input + .btn-group .btn:last-child { + -webkit-border-radius: 0 4px 4px 0; + -moz-border-radius: 0 4px 4px 0; + border-radius: 0 4px 4px 0; +} + +.input-append .add-on, +.input-append .btn, +.input-append .btn-group { + margin-left: -1px; +} + +.input-append .add-on:last-child, +.input-append .btn:last-child, +.input-append .btn-group:last-child > .dropdown-toggle { + -webkit-border-radius: 0 4px 4px 0; + -moz-border-radius: 0 4px 4px 0; + border-radius: 0 4px 4px 0; +} + +.input-prepend.input-append input, +.input-prepend.input-append select, +.input-prepend.input-append .uneditable-input { + -webkit-border-radius: 0; + -moz-border-radius: 0; + border-radius: 0; +} + +.input-prepend.input-append input + .btn-group .btn, +.input-prepend.input-append select + .btn-group .btn, +.input-prepend.input-append .uneditable-input + .btn-group .btn { + -webkit-border-radius: 0 4px 4px 0; + -moz-border-radius: 0 4px 4px 0; + border-radius: 0 4px 4px 0; +} + +.input-prepend.input-append .add-on:first-child, +.input-prepend.input-append .btn:first-child { + margin-right: -1px; + -webkit-border-radius: 4px 0 0 4px; + -moz-border-radius: 4px 0 0 4px; + border-radius: 4px 0 0 4px; +} + +.input-prepend.input-append .add-on:last-child, +.input-prepend.input-append .btn:last-child { + margin-left: -1px; + -webkit-border-radius: 0 4px 4px 0; + -moz-border-radius: 0 4px 4px 0; + border-radius: 0 4px 4px 0; +} + +.input-prepend.input-append .btn-group:first-child { + margin-left: 0; +} + +input.search-query { + padding-right: 14px; + padding-right: 4px \9; + padding-left: 14px; + padding-left: 4px \9; + /* IE7-8 doesn't have border-radius, so don't indent the padding */ + + margin-bottom: 0; + -webkit-border-radius: 15px; + -moz-border-radius: 15px; + border-radius: 15px; +} + +/* Allow for input prepend/append in search forms */ + +.form-search .input-append .search-query, +.form-search .input-prepend .search-query { + -webkit-border-radius: 0; + -moz-border-radius: 0; + border-radius: 0; +} + +.form-search .input-append .search-query { + -webkit-border-radius: 14px 0 0 14px; + -moz-border-radius: 14px 0 0 14px; + border-radius: 14px 0 0 14px; +} + +.form-search .input-append .btn { + -webkit-border-radius: 0 14px 14px 0; + -moz-border-radius: 0 14px 14px 0; + border-radius: 0 14px 14px 0; +} + +.form-search .input-prepend .search-query { + -webkit-border-radius: 0 14px 14px 0; + -moz-border-radius: 0 14px 14px 0; + border-radius: 0 14px 14px 0; +} + +.form-search .input-prepend .btn { + -webkit-border-radius: 14px 0 0 14px; + -moz-border-radius: 14px 0 0 14px; + border-radius: 14px 0 0 14px; +} + +.form-search input, +.form-inline input, +.form-horizontal input, +.form-search textarea, +.form-inline textarea, +.form-horizontal textarea, +.form-search select, +.form-inline select, +.form-horizontal select, +.form-search .help-inline, +.form-inline .help-inline, +.form-horizontal .help-inline, +.form-search .uneditable-input, +.form-inline .uneditable-input, +.form-horizontal .uneditable-input, +.form-search .input-prepend, +.form-inline .input-prepend, +.form-horizontal .input-prepend, +.form-search .input-append, +.form-inline .input-append, +.form-horizontal .input-append { + display: inline-block; + *display: inline; + margin-bottom: 0; + vertical-align: middle; + *zoom: 1; +} + +.form-search .hide, +.form-inline .hide, +.form-horizontal .hide { + display: none; +} + +.form-search label, +.form-inline label, +.form-search .btn-group, +.form-inline .btn-group { + display: inline-block; +} + +.form-search .input-append, +.form-inline .input-append, +.form-search .input-prepend, +.form-inline .input-prepend { + margin-bottom: 0; +} + +.form-search .radio, +.form-search .checkbox, +.form-inline .radio, +.form-inline .checkbox { + padding-left: 0; + margin-bottom: 0; + vertical-align: middle; +} + +.form-search .radio input[type="radio"], +.form-search .checkbox input[type="checkbox"], +.form-inline .radio input[type="radio"], +.form-inline .checkbox input[type="checkbox"] { + float: left; + margin-right: 3px; + margin-left: 0; +} + +.control-group { + margin-bottom: 10px; +} + +legend + .control-group { + margin-top: 20px; + -webkit-margin-top-collapse: separate; +} + +.form-horizontal .control-group { + margin-bottom: 20px; + *zoom: 1; +} + +.form-horizontal .control-group:before, +.form-horizontal .control-group:after { + display: table; + line-height: 0; + content: ""; +} + +.form-horizontal .control-group:after { + clear: both; +} + +.form-horizontal .control-label { + float: left; + width: 160px; + padding-top: 5px; + text-align: right; +} + +.form-horizontal .controls { + *display: inline-block; + *padding-left: 20px; + margin-left: 180px; + *margin-left: 0; +} + +.form-horizontal .controls:first-child { + *padding-left: 180px; +} + +.form-horizontal .help-block { + margin-bottom: 0; +} + +.form-horizontal input + .help-block, +.form-horizontal select + .help-block, +.form-horizontal textarea + .help-block, +.form-horizontal .uneditable-input + .help-block, +.form-horizontal .input-prepend + .help-block, +.form-horizontal .input-append + .help-block { + margin-top: 10px; +} + +.form-horizontal .form-actions { + padding-left: 180px; +} + +table { + max-width: 100%; + background-color: transparent; + border-collapse: collapse; + border-spacing: 0; +} + +.table { + width: 100%; + margin-bottom: 20px; +} + +.table th, +.table td { + padding: 8px; + line-height: 20px; + text-align: left; + vertical-align: top; + border-top: 1px solid #dddddd; +} + +.table th { + font-weight: bold; +} + +.table thead th { + vertical-align: bottom; +} + +.table caption + thead tr:first-child th, +.table caption + thead tr:first-child td, +.table colgroup + thead tr:first-child th, +.table colgroup + thead tr:first-child td, +.table thead:first-child tr:first-child th, +.table thead:first-child tr:first-child td { + border-top: 0; +} + +.table tbody + tbody { + border-top: 2px solid #dddddd; +} + +.table .table { + background-color: #ffffff; +} + +.table-condensed th, +.table-condensed td { + padding: 4px 5px; +} + +.table-bordered { + border: 1px solid #dddddd; + border-collapse: separate; + *border-collapse: collapse; + border-left: 0; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; +} + +.table-bordered th, +.table-bordered td { + border-left: 1px solid #dddddd; +} + +.table-bordered caption + thead tr:first-child th, +.table-bordered caption + tbody tr:first-child th, +.table-bordered caption + tbody tr:first-child td, +.table-bordered colgroup + thead tr:first-child th, +.table-bordered colgroup + tbody tr:first-child th, +.table-bordered colgroup + tbody tr:first-child td, +.table-bordered thead:first-child tr:first-child th, +.table-bordered tbody:first-child tr:first-child th, +.table-bordered tbody:first-child tr:first-child td { + border-top: 0; +} + +.table-bordered thead:first-child tr:first-child > th:first-child, +.table-bordered tbody:first-child tr:first-child > td:first-child, +.table-bordered tbody:first-child tr:first-child > th:first-child { + -webkit-border-top-left-radius: 4px; + border-top-left-radius: 4px; + -moz-border-radius-topleft: 4px; +} + +.table-bordered thead:first-child tr:first-child > th:last-child, +.table-bordered tbody:first-child tr:first-child > td:last-child, +.table-bordered tbody:first-child tr:first-child > th:last-child { + -webkit-border-top-right-radius: 4px; + border-top-right-radius: 4px; + -moz-border-radius-topright: 4px; +} + +.table-bordered thead:last-child tr:last-child > th:first-child, +.table-bordered tbody:last-child tr:last-child > td:first-child, +.table-bordered tbody:last-child tr:last-child > th:first-child, +.table-bordered tfoot:last-child tr:last-child > td:first-child, +.table-bordered tfoot:last-child tr:last-child > th:first-child { + -webkit-border-bottom-left-radius: 4px; + border-bottom-left-radius: 4px; + -moz-border-radius-bottomleft: 4px; +} + +.table-bordered thead:last-child tr:last-child > th:last-child, +.table-bordered tbody:last-child tr:last-child > td:last-child, +.table-bordered tbody:last-child tr:last-child > th:last-child, +.table-bordered tfoot:last-child tr:last-child > td:last-child, +.table-bordered tfoot:last-child tr:last-child > th:last-child { + -webkit-border-bottom-right-radius: 4px; + border-bottom-right-radius: 4px; + -moz-border-radius-bottomright: 4px; +} + +.table-bordered tfoot + tbody:last-child tr:last-child td:first-child { + -webkit-border-bottom-left-radius: 0; + border-bottom-left-radius: 0; + -moz-border-radius-bottomleft: 0; +} + +.table-bordered tfoot + tbody:last-child tr:last-child td:last-child { + -webkit-border-bottom-right-radius: 0; + border-bottom-right-radius: 0; + -moz-border-radius-bottomright: 0; +} + +.table-bordered caption + thead tr:first-child th:first-child, +.table-bordered caption + tbody tr:first-child td:first-child, +.table-bordered colgroup + thead tr:first-child th:first-child, +.table-bordered colgroup + tbody tr:first-child td:first-child { + -webkit-border-top-left-radius: 4px; + border-top-left-radius: 4px; + -moz-border-radius-topleft: 4px; +} + +.table-bordered caption + thead tr:first-child th:last-child, +.table-bordered caption + tbody tr:first-child td:last-child, +.table-bordered colgroup + thead tr:first-child th:last-child, +.table-bordered colgroup + tbody tr:first-child td:last-child { + -webkit-border-top-right-radius: 4px; + border-top-right-radius: 4px; + -moz-border-radius-topright: 4px; +} + +.table-striped tbody > tr:nth-child(odd) > td, +.table-striped tbody > tr:nth-child(odd) > th { + background-color: #f9f9f9; +} + +.table-hover tbody tr:hover > td, +.table-hover tbody tr:hover > th { + background-color: #f5f5f5; +} + +table td[class*="span"], +table th[class*="span"], +.row-fluid table td[class*="span"], +.row-fluid table th[class*="span"] { + display: table-cell; + float: none; + margin-left: 0; +} + +.table td.span1, +.table th.span1 { + float: none; + width: 44px; + margin-left: 0; +} + +.table td.span2, +.table th.span2 { + float: none; + width: 124px; + margin-left: 0; +} + +.table td.span3, +.table th.span3 { + float: none; + width: 204px; + margin-left: 0; +} + +.table td.span4, +.table th.span4 { + float: none; + width: 284px; + margin-left: 0; +} + +.table td.span5, +.table th.span5 { + float: none; + width: 364px; + margin-left: 0; +} + +.table td.span6, +.table th.span6 { + float: none; + width: 444px; + margin-left: 0; +} + +.table td.span7, +.table th.span7 { + float: none; + width: 524px; + margin-left: 0; +} + +.table td.span8, +.table th.span8 { + float: none; + width: 604px; + margin-left: 0; +} + +.table td.span9, +.table th.span9 { + float: none; + width: 684px; + margin-left: 0; +} + +.table td.span10, +.table th.span10 { + float: none; + width: 764px; + margin-left: 0; +} + +.table td.span11, +.table th.span11 { + float: none; + width: 844px; + margin-left: 0; +} + +.table td.span12, +.table th.span12 { + float: none; + width: 924px; + margin-left: 0; +} + +.table tbody tr.success > td { + background-color: #dff0d8; +} + +.table tbody tr.error > td { + background-color: #f2dede; +} + +.table tbody tr.warning > td { + background-color: #fcf8e3; +} + +.table tbody tr.info > td { + background-color: #d9edf7; +} + +.table-hover tbody tr.success:hover > td { + background-color: #d0e9c6; +} + +.table-hover tbody tr.error:hover > td { + background-color: #ebcccc; +} + +.table-hover tbody tr.warning:hover > td { + background-color: #faf2cc; +} + +.table-hover tbody tr.info:hover > td { + background-color: #c4e3f3; +} + +[class^="icon-"], +[class*=" icon-"] { + display: inline-block; + width: 14px; + height: 14px; + margin-top: 1px; + *margin-right: .3em; + line-height: 14px; + vertical-align: text-top; + background-image: url("../img/glyphicons-halflings.png"); + background-position: 14px 14px; + background-repeat: no-repeat; +} + +/* White icons with optional class, or on hover/focus/active states of certain elements */ + +.icon-white, +.nav-pills > .active > a > [class^="icon-"], +.nav-pills > .active > a > [class*=" icon-"], +.nav-list > .active > a > [class^="icon-"], +.nav-list > .active > a > [class*=" icon-"], +.navbar-inverse .nav > .active > a > [class^="icon-"], +.navbar-inverse .nav > .active > a > [class*=" icon-"], +.dropdown-menu > li > a:hover > [class^="icon-"], +.dropdown-menu > li > a:focus > [class^="icon-"], +.dropdown-menu > li > a:hover > [class*=" icon-"], +.dropdown-menu > li > a:focus > [class*=" icon-"], +.dropdown-menu > .active > a > [class^="icon-"], +.dropdown-menu > .active > a > [class*=" icon-"], +.dropdown-submenu:hover > a > [class^="icon-"], +.dropdown-submenu:focus > a > [class^="icon-"], +.dropdown-submenu:hover > a > [class*=" icon-"], +.dropdown-submenu:focus > a > [class*=" icon-"] { + background-image: url("../img/glyphicons-halflings-white.png"); +} + +.icon-glass { + background-position: 0 0; +} + +.icon-music { + background-position: -24px 0; +} + +.icon-search { + background-position: -48px 0; +} + +.icon-envelope { + background-position: -72px 0; +} + +.icon-heart { + background-position: -96px 0; +} + +.icon-star { + background-position: -120px 0; +} + +.icon-star-empty { + background-position: -144px 0; +} + +.icon-user { + background-position: -168px 0; +} + +.icon-film { + background-position: -192px 0; +} + +.icon-th-large { + background-position: -216px 0; +} + +.icon-th { + background-position: -240px 0; +} + +.icon-th-list { + background-position: -264px 0; +} + +.icon-ok { + background-position: -288px 0; +} + +.icon-remove { + background-position: -312px 0; +} + +.icon-zoom-in { + background-position: -336px 0; +} + +.icon-zoom-out { + background-position: -360px 0; +} + +.icon-off { + background-position: -384px 0; +} + +.icon-signal { + background-position: -408px 0; +} + +.icon-cog { + background-position: -432px 0; +} + +.icon-trash { + background-position: -456px 0; +} + +.icon-home { + background-position: 0 -24px; +} + +.icon-file { + background-position: -24px -24px; +} + +.icon-time { + background-position: -48px -24px; +} + +.icon-road { + background-position: -72px -24px; +} + +.icon-download-alt { + background-position: -96px -24px; +} + +.icon-download { + background-position: -120px -24px; +} + +.icon-upload { + background-position: -144px -24px; +} + +.icon-inbox { + background-position: -168px -24px; +} + +.icon-play-circle { + background-position: -192px -24px; +} + +.icon-repeat { + background-position: -216px -24px; +} + +.icon-refresh { + background-position: -240px -24px; +} + +.icon-list-alt { + background-position: -264px -24px; +} + +.icon-lock { + background-position: -287px -24px; +} + +.icon-flag { + background-position: -312px -24px; +} + +.icon-headphones { + background-position: -336px -24px; +} + +.icon-volume-off { + background-position: -360px -24px; +} + +.icon-volume-down { + background-position: -384px -24px; +} + +.icon-volume-up { + background-position: -408px -24px; +} + +.icon-qrcode { + background-position: -432px -24px; +} + +.icon-barcode { + background-position: -456px -24px; +} + +.icon-tag { + background-position: 0 -48px; +} + +.icon-tags { + background-position: -25px -48px; +} + +.icon-book { + background-position: -48px -48px; +} + +.icon-bookmark { + background-position: -72px -48px; +} + +.icon-print { + background-position: -96px -48px; +} + +.icon-camera { + background-position: -120px -48px; +} + +.icon-font { + background-position: -144px -48px; +} + +.icon-bold { + background-position: -167px -48px; +} + +.icon-italic { + background-position: -192px -48px; +} + +.icon-text-height { + background-position: -216px -48px; +} + +.icon-text-width { + background-position: -240px -48px; +} + +.icon-align-left { + background-position: -264px -48px; +} + +.icon-align-center { + background-position: -288px -48px; +} + +.icon-align-right { + background-position: -312px -48px; +} + +.icon-align-justify { + background-position: -336px -48px; +} + +.icon-list { + background-position: -360px -48px; +} + +.icon-indent-left { + background-position: -384px -48px; +} + +.icon-indent-right { + background-position: -408px -48px; +} + +.icon-facetime-video { + background-position: -432px -48px; +} + +.icon-picture { + background-position: -456px -48px; +} + +.icon-pencil { + background-position: 0 -72px; +} + +.icon-map-marker { + background-position: -24px -72px; +} + +.icon-adjust { + background-position: -48px -72px; +} + +.icon-tint { + background-position: -72px -72px; +} + +.icon-edit { + background-position: -96px -72px; +} + +.icon-share { + background-position: -120px -72px; +} + +.icon-check { + background-position: -144px -72px; +} + +.icon-move { + background-position: -168px -72px; +} + +.icon-step-backward { + background-position: -192px -72px; +} + +.icon-fast-backward { + background-position: -216px -72px; +} + +.icon-backward { + background-position: -240px -72px; +} + +.icon-play { + background-position: -264px -72px; +} + +.icon-pause { + background-position: -288px -72px; +} + +.icon-stop { + background-position: -312px -72px; +} + +.icon-forward { + background-position: -336px -72px; +} + +.icon-fast-forward { + background-position: -360px -72px; +} + +.icon-step-forward { + background-position: -384px -72px; +} + +.icon-eject { + background-position: -408px -72px; +} + +.icon-chevron-left { + background-position: -432px -72px; +} + +.icon-chevron-right { + background-position: -456px -72px; +} + +.icon-plus-sign { + background-position: 0 -96px; +} + +.icon-minus-sign { + background-position: -24px -96px; +} + +.icon-remove-sign { + background-position: -48px -96px; +} + +.icon-ok-sign { + background-position: -72px -96px; +} + +.icon-question-sign { + background-position: -96px -96px; +} + +.icon-info-sign { + background-position: -120px -96px; +} + +.icon-screenshot { + background-position: -144px -96px; +} + +.icon-remove-circle { + background-position: -168px -96px; +} + +.icon-ok-circle { + background-position: -192px -96px; +} + +.icon-ban-circle { + background-position: -216px -96px; +} + +.icon-arrow-left { + background-position: -240px -96px; +} + +.icon-arrow-right { + background-position: -264px -96px; +} + +.icon-arrow-up { + background-position: -289px -96px; +} + +.icon-arrow-down { + background-position: -312px -96px; +} + +.icon-share-alt { + background-position: -336px -96px; +} + +.icon-resize-full { + background-position: -360px -96px; +} + +.icon-resize-small { + background-position: -384px -96px; +} + +.icon-plus { + background-position: -408px -96px; +} + +.icon-minus { + background-position: -433px -96px; +} + +.icon-asterisk { + background-position: -456px -96px; +} + +.icon-exclamation-sign { + background-position: 0 -120px; +} + +.icon-gift { + background-position: -24px -120px; +} + +.icon-leaf { + background-position: -48px -120px; +} + +.icon-fire { + background-position: -72px -120px; +} + +.icon-eye-open { + background-position: -96px -120px; +} + +.icon-eye-close { + background-position: -120px -120px; +} + +.icon-warning-sign { + background-position: -144px -120px; +} + +.icon-plane { + background-position: -168px -120px; +} + +.icon-calendar { + background-position: -192px -120px; +} + +.icon-random { + width: 16px; + background-position: -216px -120px; +} + +.icon-comment { + background-position: -240px -120px; +} + +.icon-magnet { + background-position: -264px -120px; +} + +.icon-chevron-up { + background-position: -288px -120px; +} + +.icon-chevron-down { + background-position: -313px -119px; +} + +.icon-retweet { + background-position: -336px -120px; +} + +.icon-shopping-cart { + background-position: -360px -120px; +} + +.icon-folder-close { + width: 16px; + background-position: -384px -120px; +} + +.icon-folder-open { + width: 16px; + background-position: -408px -120px; +} + +.icon-resize-vertical { + background-position: -432px -119px; +} + +.icon-resize-horizontal { + background-position: -456px -118px; +} + +.icon-hdd { + background-position: 0 -144px; +} + +.icon-bullhorn { + background-position: -24px -144px; +} + +.icon-bell { + background-position: -48px -144px; +} + +.icon-certificate { + background-position: -72px -144px; +} + +.icon-thumbs-up { + background-position: -96px -144px; +} + +.icon-thumbs-down { + background-position: -120px -144px; +} + +.icon-hand-right { + background-position: -144px -144px; +} + +.icon-hand-left { + background-position: -168px -144px; +} + +.icon-hand-up { + background-position: -192px -144px; +} + +.icon-hand-down { + background-position: -216px -144px; +} + +.icon-circle-arrow-right { + background-position: -240px -144px; +} + +.icon-circle-arrow-left { + background-position: -264px -144px; +} + +.icon-circle-arrow-up { + background-position: -288px -144px; +} + +.icon-circle-arrow-down { + background-position: -312px -144px; +} + +.icon-globe { + background-position: -336px -144px; +} + +.icon-wrench { + background-position: -360px -144px; +} + +.icon-tasks { + background-position: -384px -144px; +} + +.icon-filter { + background-position: -408px -144px; +} + +.icon-briefcase { + background-position: -432px -144px; +} + +.icon-fullscreen { + background-position: -456px -144px; +} + +.dropup, +.dropdown { + position: relative; +} + +.dropdown-toggle { + *margin-bottom: -3px; +} + +.dropdown-toggle:active, +.open .dropdown-toggle { + outline: 0; +} + +.caret { + display: inline-block; + width: 0; + height: 0; + vertical-align: top; + border-top: 4px solid #000000; + border-right: 4px solid transparent; + border-left: 4px solid transparent; + content: ""; +} + +.dropdown .caret { + margin-top: 8px; + margin-left: 2px; +} + +.dropdown-menu { + position: absolute; + top: 100%; + left: 0; + z-index: 1000; + display: none; + float: left; + min-width: 160px; + padding: 5px 0; + margin: 2px 0 0; + list-style: none; + background-color: #ffffff; + border: 1px solid #ccc; + border: 1px solid rgba(0, 0, 0, 0.2); + *border-right-width: 2px; + *border-bottom-width: 2px; + -webkit-border-radius: 6px; + -moz-border-radius: 6px; + border-radius: 6px; + -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2); + -moz-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2); + box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2); + -webkit-background-clip: padding-box; + -moz-background-clip: padding; + background-clip: padding-box; +} + +.dropdown-menu.pull-right { + right: 0; + left: auto; +} + +.dropdown-menu .divider { + *width: 100%; + height: 1px; + margin: 9px 1px; + *margin: -5px 0 5px; + overflow: hidden; + background-color: #e5e5e5; + border-bottom: 1px solid #ffffff; +} + +.dropdown-menu > li > a { + display: block; + padding: 3px 20px; + clear: both; + font-weight: normal; + line-height: 20px; + color: #333333; + white-space: nowrap; +} + +.dropdown-menu > li > a:hover, +.dropdown-menu > li > a:focus, +.dropdown-submenu:hover > a, +.dropdown-submenu:focus > a { + color: #ffffff; + text-decoration: none; + background-color: #0081c2; + background-image: -moz-linear-gradient(top, #0088cc, #0077b3); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#0088cc), to(#0077b3)); + background-image: -webkit-linear-gradient(top, #0088cc, #0077b3); + background-image: -o-linear-gradient(top, #0088cc, #0077b3); + background-image: linear-gradient(to bottom, #0088cc, #0077b3); + background-repeat: repeat-x; + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff0088cc', endColorstr='#ff0077b3', GradientType=0); +} + +.dropdown-menu > .active > a, +.dropdown-menu > .active > a:hover, +.dropdown-menu > .active > a:focus { + color: #ffffff; + text-decoration: none; + background-color: #0081c2; + background-image: -moz-linear-gradient(top, #0088cc, #0077b3); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#0088cc), to(#0077b3)); + background-image: -webkit-linear-gradient(top, #0088cc, #0077b3); + background-image: -o-linear-gradient(top, #0088cc, #0077b3); + background-image: linear-gradient(to bottom, #0088cc, #0077b3); + background-repeat: repeat-x; + outline: 0; + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff0088cc', endColorstr='#ff0077b3', GradientType=0); +} + +.dropdown-menu > .disabled > a, +.dropdown-menu > .disabled > a:hover, +.dropdown-menu > .disabled > a:focus { + color: #999999; +} + +.dropdown-menu > .disabled > a:hover, +.dropdown-menu > .disabled > a:focus { + text-decoration: none; + cursor: default; + background-color: transparent; + background-image: none; + filter: progid:DXImageTransform.Microsoft.gradient(enabled=false); +} + +.open { + *z-index: 1000; +} + +.open > .dropdown-menu { + display: block; +} + +.dropdown-backdrop { + position: fixed; + top: 0; + right: 0; + bottom: 0; + left: 0; + z-index: 990; +} + +.pull-right > .dropdown-menu { + right: 0; + left: auto; +} + +.dropup .caret, +.navbar-fixed-bottom .dropdown .caret { + border-top: 0; + border-bottom: 4px solid #000000; + content: ""; +} + +.dropup .dropdown-menu, +.navbar-fixed-bottom .dropdown .dropdown-menu { + top: auto; + bottom: 100%; + margin-bottom: 1px; +} + +.dropdown-submenu { + position: relative; +} + +.dropdown-submenu > .dropdown-menu { + top: 0; + left: 100%; + margin-top: -6px; + margin-left: -1px; + -webkit-border-radius: 0 6px 6px 6px; + -moz-border-radius: 0 6px 6px 6px; + border-radius: 0 6px 6px 6px; +} + +.dropdown-submenu:hover > .dropdown-menu { + display: block; +} + +.dropup .dropdown-submenu > .dropdown-menu { + top: auto; + bottom: 0; + margin-top: 0; + margin-bottom: -2px; + -webkit-border-radius: 5px 5px 5px 0; + -moz-border-radius: 5px 5px 5px 0; + border-radius: 5px 5px 5px 0; +} + +.dropdown-submenu > a:after { + display: block; + float: right; + width: 0; + height: 0; + margin-top: 5px; + margin-right: -10px; + border-color: transparent; + border-left-color: #cccccc; + border-style: solid; + border-width: 5px 0 5px 5px; + content: " "; +} + +.dropdown-submenu:hover > a:after { + border-left-color: #ffffff; +} + +.dropdown-submenu.pull-left { + float: none; +} + +.dropdown-submenu.pull-left > .dropdown-menu { + left: -100%; + margin-left: 10px; + -webkit-border-radius: 6px 0 6px 6px; + -moz-border-radius: 6px 0 6px 6px; + border-radius: 6px 0 6px 6px; +} + +.dropdown .dropdown-menu .nav-header { + padding-right: 20px; + padding-left: 20px; +} + +.typeahead { + z-index: 1051; + margin-top: 2px; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; +} + +.well { + min-height: 20px; + padding: 19px; + margin-bottom: 20px; + background-color: #f5f5f5; + border: 1px solid #e3e3e3; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; + -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05); + -moz-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05); + box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05); +} + +.well blockquote { + border-color: #ddd; + border-color: rgba(0, 0, 0, 0.15); +} + +.well-large { + padding: 24px; + -webkit-border-radius: 6px; + -moz-border-radius: 6px; + border-radius: 6px; +} + +.well-small { + padding: 9px; + -webkit-border-radius: 3px; + -moz-border-radius: 3px; + border-radius: 3px; +} + +.fade { + opacity: 0; + -webkit-transition: opacity 0.15s linear; + -moz-transition: opacity 0.15s linear; + -o-transition: opacity 0.15s linear; + transition: opacity 0.15s linear; +} + +.fade.in { + opacity: 1; +} + +.collapse { + position: relative; + height: 0; + overflow: hidden; + -webkit-transition: height 0.35s ease; + -moz-transition: height 0.35s ease; + -o-transition: height 0.35s ease; + transition: height 0.35s ease; +} + +.collapse.in { + height: auto; +} + +.close { + float: right; + font-size: 20px; + font-weight: bold; + line-height: 20px; + color: #000000; + text-shadow: 0 1px 0 #ffffff; + opacity: 0.2; + filter: alpha(opacity=20); +} + +.close:hover, +.close:focus { + color: #000000; + text-decoration: none; + cursor: pointer; + opacity: 0.4; + filter: alpha(opacity=40); +} + +button.close { + padding: 0; + cursor: pointer; + background: transparent; + border: 0; + -webkit-appearance: none; +} + +.btn { + display: inline-block; + *display: inline; + padding: 4px 12px; + margin-bottom: 0; + *margin-left: .3em; + font-size: 14px; + line-height: 20px; + color: #333333; + text-align: center; + text-shadow: 0 1px 1px rgba(255, 255, 255, 0.75); + vertical-align: middle; + cursor: pointer; + background-color: #f5f5f5; + *background-color: #e6e6e6; + background-image: -moz-linear-gradient(top, #ffffff, #e6e6e6); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#ffffff), to(#e6e6e6)); + background-image: -webkit-linear-gradient(top, #ffffff, #e6e6e6); + background-image: -o-linear-gradient(top, #ffffff, #e6e6e6); + background-image: linear-gradient(to bottom, #ffffff, #e6e6e6); + background-repeat: repeat-x; + border: 1px solid #cccccc; + *border: 0; + border-color: #e6e6e6 #e6e6e6 #bfbfbf; + border-color: rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.25); + border-bottom-color: #b3b3b3; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffffffff', endColorstr='#ffe6e6e6', GradientType=0); + filter: progid:DXImageTransform.Microsoft.gradient(enabled=false); + *zoom: 1; + -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.2), 0 1px 2px rgba(0, 0, 0, 0.05); + -moz-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.2), 0 1px 2px rgba(0, 0, 0, 0.05); + box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.2), 0 1px 2px rgba(0, 0, 0, 0.05); +} + +.btn:hover, +.btn:focus, +.btn:active, +.btn.active, +.btn.disabled, +.btn[disabled] { + color: #333333; + background-color: #e6e6e6; + *background-color: #d9d9d9; +} + +.btn:active, +.btn.active { + background-color: #cccccc \9; +} + +.btn:first-child { + *margin-left: 0; +} + +.btn:hover, +.btn:focus { + color: #333333; + text-decoration: none; + background-position: 0 -15px; + -webkit-transition: background-position 0.1s linear; + -moz-transition: background-position 0.1s linear; + -o-transition: background-position 0.1s linear; + transition: background-position 0.1s linear; +} + +.btn:focus { + outline: thin dotted #333; + outline: 5px auto -webkit-focus-ring-color; + outline-offset: -2px; +} + +.btn.active, +.btn:active { + background-image: none; + outline: 0; + -webkit-box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15), 0 1px 2px rgba(0, 0, 0, 0.05); + -moz-box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15), 0 1px 2px rgba(0, 0, 0, 0.05); + box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15), 0 1px 2px rgba(0, 0, 0, 0.05); +} + +.btn.disabled, +.btn[disabled] { + cursor: default; + background-image: none; + opacity: 0.65; + filter: alpha(opacity=65); + -webkit-box-shadow: none; + -moz-box-shadow: none; + box-shadow: none; +} + +.btn-large { + padding: 11px 19px; + font-size: 17.5px; + -webkit-border-radius: 6px; + -moz-border-radius: 6px; + border-radius: 6px; +} + +.btn-large [class^="icon-"], +.btn-large [class*=" icon-"] { + margin-top: 4px; +} + +.btn-small { + padding: 2px 10px; + font-size: 11.9px; + -webkit-border-radius: 3px; + -moz-border-radius: 3px; + border-radius: 3px; +} + +.btn-small [class^="icon-"], +.btn-small [class*=" icon-"] { + margin-top: 0; +} + +.btn-mini [class^="icon-"], +.btn-mini [class*=" icon-"] { + margin-top: -1px; +} + +.btn-mini { + padding: 0 6px; + font-size: 10.5px; + -webkit-border-radius: 3px; + -moz-border-radius: 3px; + border-radius: 3px; +} + +.btn-block { + display: block; + width: 100%; + padding-right: 0; + padding-left: 0; + -webkit-box-sizing: border-box; + -moz-box-sizing: border-box; + box-sizing: border-box; +} + +.btn-block + .btn-block { + margin-top: 5px; +} + +input[type="submit"].btn-block, +input[type="reset"].btn-block, +input[type="button"].btn-block { + width: 100%; +} + +.btn-primary.active, +.btn-warning.active, +.btn-danger.active, +.btn-success.active, +.btn-info.active, +.btn-inverse.active { + color: rgba(255, 255, 255, 0.75); +} + +.btn-primary { + color: #ffffff; + text-shadow: 0 -1px 0 rgba(0, 0, 0, 0.25); + background-color: #006dcc; + *background-color: #0044cc; + background-image: -moz-linear-gradient(top, #0088cc, #0044cc); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#0088cc), to(#0044cc)); + background-image: -webkit-linear-gradient(top, #0088cc, #0044cc); + background-image: -o-linear-gradient(top, #0088cc, #0044cc); + background-image: linear-gradient(to bottom, #0088cc, #0044cc); + background-repeat: repeat-x; + border-color: #0044cc #0044cc #002a80; + border-color: rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.25); + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff0088cc', endColorstr='#ff0044cc', GradientType=0); + filter: progid:DXImageTransform.Microsoft.gradient(enabled=false); +} + +.btn-primary:hover, +.btn-primary:focus, +.btn-primary:active, +.btn-primary.active, +.btn-primary.disabled, +.btn-primary[disabled] { + color: #ffffff; + background-color: #0044cc; + *background-color: #003bb3; +} + +.btn-primary:active, +.btn-primary.active { + background-color: #003399 \9; +} + +.btn-warning { + color: #ffffff; + text-shadow: 0 -1px 0 rgba(0, 0, 0, 0.25); + background-color: #faa732; + *background-color: #f89406; + background-image: -moz-linear-gradient(top, #fbb450, #f89406); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#fbb450), to(#f89406)); + background-image: -webkit-linear-gradient(top, #fbb450, #f89406); + background-image: -o-linear-gradient(top, #fbb450, #f89406); + background-image: linear-gradient(to bottom, #fbb450, #f89406); + background-repeat: repeat-x; + border-color: #f89406 #f89406 #ad6704; + border-color: rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.25); + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#fffbb450', endColorstr='#fff89406', GradientType=0); + filter: progid:DXImageTransform.Microsoft.gradient(enabled=false); +} + +.btn-warning:hover, +.btn-warning:focus, +.btn-warning:active, +.btn-warning.active, +.btn-warning.disabled, +.btn-warning[disabled] { + color: #ffffff; + background-color: #f89406; + *background-color: #df8505; +} + +.btn-warning:active, +.btn-warning.active { + background-color: #c67605 \9; +} + +.btn-danger { + color: #ffffff; + text-shadow: 0 -1px 0 rgba(0, 0, 0, 0.25); + background-color: #da4f49; + *background-color: #bd362f; + background-image: -moz-linear-gradient(top, #ee5f5b, #bd362f); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#ee5f5b), to(#bd362f)); + background-image: -webkit-linear-gradient(top, #ee5f5b, #bd362f); + background-image: -o-linear-gradient(top, #ee5f5b, #bd362f); + background-image: linear-gradient(to bottom, #ee5f5b, #bd362f); + background-repeat: repeat-x; + border-color: #bd362f #bd362f #802420; + border-color: rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.25); + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffee5f5b', endColorstr='#ffbd362f', GradientType=0); + filter: progid:DXImageTransform.Microsoft.gradient(enabled=false); +} + +.btn-danger:hover, +.btn-danger:focus, +.btn-danger:active, +.btn-danger.active, +.btn-danger.disabled, +.btn-danger[disabled] { + color: #ffffff; + background-color: #bd362f; + *background-color: #a9302a; +} + +.btn-danger:active, +.btn-danger.active { + background-color: #942a25 \9; +} + +.btn-success { + color: #ffffff; + text-shadow: 0 -1px 0 rgba(0, 0, 0, 0.25); + background-color: #5bb75b; + *background-color: #51a351; + background-image: -moz-linear-gradient(top, #62c462, #51a351); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#62c462), to(#51a351)); + background-image: -webkit-linear-gradient(top, #62c462, #51a351); + background-image: -o-linear-gradient(top, #62c462, #51a351); + background-image: linear-gradient(to bottom, #62c462, #51a351); + background-repeat: repeat-x; + border-color: #51a351 #51a351 #387038; + border-color: rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.25); + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff62c462', endColorstr='#ff51a351', GradientType=0); + filter: progid:DXImageTransform.Microsoft.gradient(enabled=false); +} + +.btn-success:hover, +.btn-success:focus, +.btn-success:active, +.btn-success.active, +.btn-success.disabled, +.btn-success[disabled] { + color: #ffffff; + background-color: #51a351; + *background-color: #499249; +} + +.btn-success:active, +.btn-success.active { + background-color: #408140 \9; +} + +.btn-info { + color: #ffffff; + text-shadow: 0 -1px 0 rgba(0, 0, 0, 0.25); + background-color: #49afcd; + *background-color: #2f96b4; + background-image: -moz-linear-gradient(top, #5bc0de, #2f96b4); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#5bc0de), to(#2f96b4)); + background-image: -webkit-linear-gradient(top, #5bc0de, #2f96b4); + background-image: -o-linear-gradient(top, #5bc0de, #2f96b4); + background-image: linear-gradient(to bottom, #5bc0de, #2f96b4); + background-repeat: repeat-x; + border-color: #2f96b4 #2f96b4 #1f6377; + border-color: rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.25); + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff5bc0de', endColorstr='#ff2f96b4', GradientType=0); + filter: progid:DXImageTransform.Microsoft.gradient(enabled=false); +} + +.btn-info:hover, +.btn-info:focus, +.btn-info:active, +.btn-info.active, +.btn-info.disabled, +.btn-info[disabled] { + color: #ffffff; + background-color: #2f96b4; + *background-color: #2a85a0; +} + +.btn-info:active, +.btn-info.active { + background-color: #24748c \9; +} + +.btn-inverse { + color: #ffffff; + text-shadow: 0 -1px 0 rgba(0, 0, 0, 0.25); + background-color: #363636; + *background-color: #222222; + background-image: -moz-linear-gradient(top, #444444, #222222); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#444444), to(#222222)); + background-image: -webkit-linear-gradient(top, #444444, #222222); + background-image: -o-linear-gradient(top, #444444, #222222); + background-image: linear-gradient(to bottom, #444444, #222222); + background-repeat: repeat-x; + border-color: #222222 #222222 #000000; + border-color: rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.25); + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff444444', endColorstr='#ff222222', GradientType=0); + filter: progid:DXImageTransform.Microsoft.gradient(enabled=false); +} + +.btn-inverse:hover, +.btn-inverse:focus, +.btn-inverse:active, +.btn-inverse.active, +.btn-inverse.disabled, +.btn-inverse[disabled] { + color: #ffffff; + background-color: #222222; + *background-color: #151515; +} + +.btn-inverse:active, +.btn-inverse.active { + background-color: #080808 \9; +} + +button.btn, +input[type="submit"].btn { + *padding-top: 3px; + *padding-bottom: 3px; +} + +button.btn::-moz-focus-inner, +input[type="submit"].btn::-moz-focus-inner { + padding: 0; + border: 0; +} + +button.btn.btn-large, +input[type="submit"].btn.btn-large { + *padding-top: 7px; + *padding-bottom: 7px; +} + +button.btn.btn-small, +input[type="submit"].btn.btn-small { + *padding-top: 3px; + *padding-bottom: 3px; +} + +button.btn.btn-mini, +input[type="submit"].btn.btn-mini { + *padding-top: 1px; + *padding-bottom: 1px; +} + +.btn-link, +.btn-link:active, +.btn-link[disabled] { + background-color: transparent; + background-image: none; + -webkit-box-shadow: none; + -moz-box-shadow: none; + box-shadow: none; +} + +.btn-link { + color: #0088cc; + cursor: pointer; + border-color: transparent; + -webkit-border-radius: 0; + -moz-border-radius: 0; + border-radius: 0; +} + +.btn-link:hover, +.btn-link:focus { + color: #005580; + text-decoration: underline; + background-color: transparent; +} + +.btn-link[disabled]:hover, +.btn-link[disabled]:focus { + color: #333333; + text-decoration: none; +} + +.btn-group { + position: relative; + display: inline-block; + *display: inline; + *margin-left: .3em; + font-size: 0; + white-space: nowrap; + vertical-align: middle; + *zoom: 1; +} + +.btn-group:first-child { + *margin-left: 0; +} + +.btn-group + .btn-group { + margin-left: 5px; +} + +.btn-toolbar { + margin-top: 10px; + margin-bottom: 10px; + font-size: 0; +} + +.btn-toolbar > .btn + .btn, +.btn-toolbar > .btn-group + .btn, +.btn-toolbar > .btn + .btn-group { + margin-left: 5px; +} + +.btn-group > .btn { + position: relative; + -webkit-border-radius: 0; + -moz-border-radius: 0; + border-radius: 0; +} + +.btn-group > .btn + .btn { + margin-left: -1px; +} + +.btn-group > .btn, +.btn-group > .dropdown-menu, +.btn-group > .popover { + font-size: 14px; +} + +.btn-group > .btn-mini { + font-size: 10.5px; +} + +.btn-group > .btn-small { + font-size: 11.9px; +} + +.btn-group > .btn-large { + font-size: 17.5px; +} + +.btn-group > .btn:first-child { + margin-left: 0; + -webkit-border-bottom-left-radius: 4px; + border-bottom-left-radius: 4px; + -webkit-border-top-left-radius: 4px; + border-top-left-radius: 4px; + -moz-border-radius-bottomleft: 4px; + -moz-border-radius-topleft: 4px; +} + +.btn-group > .btn:last-child, +.btn-group > .dropdown-toggle { + -webkit-border-top-right-radius: 4px; + border-top-right-radius: 4px; + -webkit-border-bottom-right-radius: 4px; + border-bottom-right-radius: 4px; + -moz-border-radius-topright: 4px; + -moz-border-radius-bottomright: 4px; +} + +.btn-group > .btn.large:first-child { + margin-left: 0; + -webkit-border-bottom-left-radius: 6px; + border-bottom-left-radius: 6px; + -webkit-border-top-left-radius: 6px; + border-top-left-radius: 6px; + -moz-border-radius-bottomleft: 6px; + -moz-border-radius-topleft: 6px; +} + +.btn-group > .btn.large:last-child, +.btn-group > .large.dropdown-toggle { + -webkit-border-top-right-radius: 6px; + border-top-right-radius: 6px; + -webkit-border-bottom-right-radius: 6px; + border-bottom-right-radius: 6px; + -moz-border-radius-topright: 6px; + -moz-border-radius-bottomright: 6px; +} + +.btn-group > .btn:hover, +.btn-group > .btn:focus, +.btn-group > .btn:active, +.btn-group > .btn.active { + z-index: 2; +} + +.btn-group .dropdown-toggle:active, +.btn-group.open .dropdown-toggle { + outline: 0; +} + +.btn-group > .btn + .dropdown-toggle { + *padding-top: 5px; + padding-right: 8px; + *padding-bottom: 5px; + padding-left: 8px; + -webkit-box-shadow: inset 1px 0 0 rgba(255, 255, 255, 0.125), inset 0 1px 0 rgba(255, 255, 255, 0.2), 0 1px 2px rgba(0, 0, 0, 0.05); + -moz-box-shadow: inset 1px 0 0 rgba(255, 255, 255, 0.125), inset 0 1px 0 rgba(255, 255, 255, 0.2), 0 1px 2px rgba(0, 0, 0, 0.05); + box-shadow: inset 1px 0 0 rgba(255, 255, 255, 0.125), inset 0 1px 0 rgba(255, 255, 255, 0.2), 0 1px 2px rgba(0, 0, 0, 0.05); +} + +.btn-group > .btn-mini + .dropdown-toggle { + *padding-top: 2px; + padding-right: 5px; + *padding-bottom: 2px; + padding-left: 5px; +} + +.btn-group > .btn-small + .dropdown-toggle { + *padding-top: 5px; + *padding-bottom: 4px; +} + +.btn-group > .btn-large + .dropdown-toggle { + *padding-top: 7px; + padding-right: 12px; + *padding-bottom: 7px; + padding-left: 12px; +} + +.btn-group.open .dropdown-toggle { + background-image: none; + -webkit-box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15), 0 1px 2px rgba(0, 0, 0, 0.05); + -moz-box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15), 0 1px 2px rgba(0, 0, 0, 0.05); + box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15), 0 1px 2px rgba(0, 0, 0, 0.05); +} + +.btn-group.open .btn.dropdown-toggle { + background-color: #e6e6e6; +} + +.btn-group.open .btn-primary.dropdown-toggle { + background-color: #0044cc; +} + +.btn-group.open .btn-warning.dropdown-toggle { + background-color: #f89406; +} + +.btn-group.open .btn-danger.dropdown-toggle { + background-color: #bd362f; +} + +.btn-group.open .btn-success.dropdown-toggle { + background-color: #51a351; +} + +.btn-group.open .btn-info.dropdown-toggle { + background-color: #2f96b4; +} + +.btn-group.open .btn-inverse.dropdown-toggle { + background-color: #222222; +} + +.btn .caret { + margin-top: 8px; + margin-left: 0; +} + +.btn-large .caret { + margin-top: 6px; +} + +.btn-large .caret { + border-top-width: 5px; + border-right-width: 5px; + border-left-width: 5px; +} + +.btn-mini .caret, +.btn-small .caret { + margin-top: 8px; +} + +.dropup .btn-large .caret { + border-bottom-width: 5px; +} + +.btn-primary .caret, +.btn-warning .caret, +.btn-danger .caret, +.btn-info .caret, +.btn-success .caret, +.btn-inverse .caret { + border-top-color: #ffffff; + border-bottom-color: #ffffff; +} + +.btn-group-vertical { + display: inline-block; + *display: inline; + /* IE7 inline-block hack */ + + *zoom: 1; +} + +.btn-group-vertical > .btn { + display: block; + float: none; + max-width: 100%; + -webkit-border-radius: 0; + -moz-border-radius: 0; + border-radius: 0; +} + +.btn-group-vertical > .btn + .btn { + margin-top: -1px; + margin-left: 0; +} + +.btn-group-vertical > .btn:first-child { + -webkit-border-radius: 4px 4px 0 0; + -moz-border-radius: 4px 4px 0 0; + border-radius: 4px 4px 0 0; +} + +.btn-group-vertical > .btn:last-child { + -webkit-border-radius: 0 0 4px 4px; + -moz-border-radius: 0 0 4px 4px; + border-radius: 0 0 4px 4px; +} + +.btn-group-vertical > .btn-large:first-child { + -webkit-border-radius: 6px 6px 0 0; + -moz-border-radius: 6px 6px 0 0; + border-radius: 6px 6px 0 0; +} + +.btn-group-vertical > .btn-large:last-child { + -webkit-border-radius: 0 0 6px 6px; + -moz-border-radius: 0 0 6px 6px; + border-radius: 0 0 6px 6px; +} + +.alert { + padding: 8px 35px 8px 14px; + margin-bottom: 20px; + text-shadow: 0 1px 0 rgba(255, 255, 255, 0.5); + background-color: #fcf8e3; + border: 1px solid #fbeed5; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; +} + +.alert, +.alert h4 { + color: #c09853; +} + +.alert h4 { + margin: 0; +} + +.alert .close { + position: relative; + top: -2px; + right: -21px; + line-height: 20px; +} + +.alert-success { + color: #468847; + background-color: #dff0d8; + border-color: #d6e9c6; +} + +.alert-success h4 { + color: #468847; +} + +.alert-danger, +.alert-error { + color: #b94a48; + background-color: #f2dede; + border-color: #eed3d7; +} + +.alert-danger h4, +.alert-error h4 { + color: #b94a48; +} + +.alert-info { + color: #3a87ad; + background-color: #d9edf7; + border-color: #bce8f1; +} + +.alert-info h4 { + color: #3a87ad; +} + +.alert-block { + padding-top: 14px; + padding-bottom: 14px; +} + +.alert-block > p, +.alert-block > ul { + margin-bottom: 0; +} + +.alert-block p + p { + margin-top: 5px; +} + +.nav { + margin-bottom: 20px; + margin-left: 0; + list-style: none; +} + +.nav > li > a { + display: block; +} + +.nav > li > a:hover, +.nav > li > a:focus { + text-decoration: none; + background-color: #eeeeee; +} + +.nav > li > a > img { + max-width: none; +} + +.nav > .pull-right { + float: right; +} + +.nav-header { + display: block; + padding: 3px 15px; + font-size: 11px; + font-weight: bold; + line-height: 20px; + color: #999999; + text-shadow: 0 1px 0 rgba(255, 255, 255, 0.5); + text-transform: uppercase; +} + +.nav li + .nav-header { + margin-top: 9px; +} + +.nav-list { + padding-right: 15px; + padding-left: 15px; + margin-bottom: 0; +} + +.nav-list > li > a, +.nav-list .nav-header { + margin-right: -15px; + margin-left: -15px; + text-shadow: 0 1px 0 rgba(255, 255, 255, 0.5); +} + +.nav-list > li > a { + padding: 3px 15px; +} + +.nav-list > .active > a, +.nav-list > .active > a:hover, +.nav-list > .active > a:focus { + color: #ffffff; + text-shadow: 0 -1px 0 rgba(0, 0, 0, 0.2); + background-color: #0088cc; +} + +.nav-list [class^="icon-"], +.nav-list [class*=" icon-"] { + margin-right: 2px; +} + +.nav-list .divider { + *width: 100%; + height: 1px; + margin: 9px 1px; + *margin: -5px 0 5px; + overflow: hidden; + background-color: #e5e5e5; + border-bottom: 1px solid #ffffff; +} + +.nav-tabs, +.nav-pills { + *zoom: 1; +} + +.nav-tabs:before, +.nav-pills:before, +.nav-tabs:after, +.nav-pills:after { + display: table; + line-height: 0; + content: ""; +} + +.nav-tabs:after, +.nav-pills:after { + clear: both; +} + +.nav-tabs > li, +.nav-pills > li { + float: left; +} + +.nav-tabs > li > a, +.nav-pills > li > a { + padding-right: 12px; + padding-left: 12px; + margin-right: 2px; + line-height: 14px; +} + +.nav-tabs { + border-bottom: 1px solid #ddd; +} + +.nav-tabs > li { + margin-bottom: -1px; +} + +.nav-tabs > li > a { + padding-top: 8px; + padding-bottom: 8px; + line-height: 20px; + border: 1px solid transparent; + -webkit-border-radius: 4px 4px 0 0; + -moz-border-radius: 4px 4px 0 0; + border-radius: 4px 4px 0 0; +} + +.nav-tabs > li > a:hover, +.nav-tabs > li > a:focus { + border-color: #eeeeee #eeeeee #dddddd; +} + +.nav-tabs > .active > a, +.nav-tabs > .active > a:hover, +.nav-tabs > .active > a:focus { + color: #555555; + cursor: default; + background-color: #ffffff; + border: 1px solid #ddd; + border-bottom-color: transparent; +} + +.nav-pills > li > a { + padding-top: 8px; + padding-bottom: 8px; + margin-top: 2px; + margin-bottom: 2px; + -webkit-border-radius: 5px; + -moz-border-radius: 5px; + border-radius: 5px; +} + +.nav-pills > .active > a, +.nav-pills > .active > a:hover, +.nav-pills > .active > a:focus { + color: #ffffff; + background-color: #0088cc; +} + +.nav-stacked > li { + float: none; +} + +.nav-stacked > li > a { + margin-right: 0; +} + +.nav-tabs.nav-stacked { + border-bottom: 0; +} + +.nav-tabs.nav-stacked > li > a { + border: 1px solid #ddd; + -webkit-border-radius: 0; + -moz-border-radius: 0; + border-radius: 0; +} + +.nav-tabs.nav-stacked > li:first-child > a { + -webkit-border-top-right-radius: 4px; + border-top-right-radius: 4px; + -webkit-border-top-left-radius: 4px; + border-top-left-radius: 4px; + -moz-border-radius-topright: 4px; + -moz-border-radius-topleft: 4px; +} + +.nav-tabs.nav-stacked > li:last-child > a { + -webkit-border-bottom-right-radius: 4px; + border-bottom-right-radius: 4px; + -webkit-border-bottom-left-radius: 4px; + border-bottom-left-radius: 4px; + -moz-border-radius-bottomright: 4px; + -moz-border-radius-bottomleft: 4px; +} + +.nav-tabs.nav-stacked > li > a:hover, +.nav-tabs.nav-stacked > li > a:focus { + z-index: 2; + border-color: #ddd; +} + +.nav-pills.nav-stacked > li > a { + margin-bottom: 3px; +} + +.nav-pills.nav-stacked > li:last-child > a { + margin-bottom: 1px; +} + +.nav-tabs .dropdown-menu { + -webkit-border-radius: 0 0 6px 6px; + -moz-border-radius: 0 0 6px 6px; + border-radius: 0 0 6px 6px; +} + +.nav-pills .dropdown-menu { + -webkit-border-radius: 6px; + -moz-border-radius: 6px; + border-radius: 6px; +} + +.nav .dropdown-toggle .caret { + margin-top: 6px; + border-top-color: #0088cc; + border-bottom-color: #0088cc; +} + +.nav .dropdown-toggle:hover .caret, +.nav .dropdown-toggle:focus .caret { + border-top-color: #005580; + border-bottom-color: #005580; +} + +/* move down carets for tabs */ + +.nav-tabs .dropdown-toggle .caret { + margin-top: 8px; +} + +.nav .active .dropdown-toggle .caret { + border-top-color: #fff; + border-bottom-color: #fff; +} + +.nav-tabs .active .dropdown-toggle .caret { + border-top-color: #555555; + border-bottom-color: #555555; +} + +.nav > .dropdown.active > a:hover, +.nav > .dropdown.active > a:focus { + cursor: pointer; +} + +.nav-tabs .open .dropdown-toggle, +.nav-pills .open .dropdown-toggle, +.nav > li.dropdown.open.active > a:hover, +.nav > li.dropdown.open.active > a:focus { + color: #ffffff; + background-color: #999999; + border-color: #999999; +} + +.nav li.dropdown.open .caret, +.nav li.dropdown.open.active .caret, +.nav li.dropdown.open a:hover .caret, +.nav li.dropdown.open a:focus .caret { + border-top-color: #ffffff; + border-bottom-color: #ffffff; + opacity: 1; + filter: alpha(opacity=100); +} + +.tabs-stacked .open > a:hover, +.tabs-stacked .open > a:focus { + border-color: #999999; +} + +.tabbable { + *zoom: 1; +} + +.tabbable:before, +.tabbable:after { + display: table; + line-height: 0; + content: ""; +} + +.tabbable:after { + clear: both; +} + +.tab-content { + overflow: auto; +} + +.tabs-below > .nav-tabs, +.tabs-right > .nav-tabs, +.tabs-left > .nav-tabs { + border-bottom: 0; +} + +.tab-content > .tab-pane, +.pill-content > .pill-pane { + display: none; +} + +.tab-content > .active, +.pill-content > .active { + display: block; +} + +.tabs-below > .nav-tabs { + border-top: 1px solid #ddd; +} + +.tabs-below > .nav-tabs > li { + margin-top: -1px; + margin-bottom: 0; +} + +.tabs-below > .nav-tabs > li > a { + -webkit-border-radius: 0 0 4px 4px; + -moz-border-radius: 0 0 4px 4px; + border-radius: 0 0 4px 4px; +} + +.tabs-below > .nav-tabs > li > a:hover, +.tabs-below > .nav-tabs > li > a:focus { + border-top-color: #ddd; + border-bottom-color: transparent; +} + +.tabs-below > .nav-tabs > .active > a, +.tabs-below > .nav-tabs > .active > a:hover, +.tabs-below > .nav-tabs > .active > a:focus { + border-color: transparent #ddd #ddd #ddd; +} + +.tabs-left > .nav-tabs > li, +.tabs-right > .nav-tabs > li { + float: none; +} + +.tabs-left > .nav-tabs > li > a, +.tabs-right > .nav-tabs > li > a { + min-width: 74px; + margin-right: 0; + margin-bottom: 3px; +} + +.tabs-left > .nav-tabs { + float: left; + margin-right: 19px; + border-right: 1px solid #ddd; +} + +.tabs-left > .nav-tabs > li > a { + margin-right: -1px; + -webkit-border-radius: 4px 0 0 4px; + -moz-border-radius: 4px 0 0 4px; + border-radius: 4px 0 0 4px; +} + +.tabs-left > .nav-tabs > li > a:hover, +.tabs-left > .nav-tabs > li > a:focus { + border-color: #eeeeee #dddddd #eeeeee #eeeeee; +} + +.tabs-left > .nav-tabs .active > a, +.tabs-left > .nav-tabs .active > a:hover, +.tabs-left > .nav-tabs .active > a:focus { + border-color: #ddd transparent #ddd #ddd; + *border-right-color: #ffffff; +} + +.tabs-right > .nav-tabs { + float: right; + margin-left: 19px; + border-left: 1px solid #ddd; +} + +.tabs-right > .nav-tabs > li > a { + margin-left: -1px; + -webkit-border-radius: 0 4px 4px 0; + -moz-border-radius: 0 4px 4px 0; + border-radius: 0 4px 4px 0; +} + +.tabs-right > .nav-tabs > li > a:hover, +.tabs-right > .nav-tabs > li > a:focus { + border-color: #eeeeee #eeeeee #eeeeee #dddddd; +} + +.tabs-right > .nav-tabs .active > a, +.tabs-right > .nav-tabs .active > a:hover, +.tabs-right > .nav-tabs .active > a:focus { + border-color: #ddd #ddd #ddd transparent; + *border-left-color: #ffffff; +} + +.nav > .disabled > a { + color: #999999; +} + +.nav > .disabled > a:hover, +.nav > .disabled > a:focus { + text-decoration: none; + cursor: default; + background-color: transparent; +} + +.navbar { + *position: relative; + *z-index: 2; + margin-bottom: 20px; + overflow: visible; +} + +.navbar-inner { + min-height: 40px; + padding-right: 20px; + padding-left: 20px; + background-color: #fafafa; + background-image: -moz-linear-gradient(top, #ffffff, #f2f2f2); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#ffffff), to(#f2f2f2)); + background-image: -webkit-linear-gradient(top, #ffffff, #f2f2f2); + background-image: -o-linear-gradient(top, #ffffff, #f2f2f2); + background-image: linear-gradient(to bottom, #ffffff, #f2f2f2); + background-repeat: repeat-x; + border: 1px solid #d4d4d4; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffffffff', endColorstr='#fff2f2f2', GradientType=0); + *zoom: 1; + -webkit-box-shadow: 0 1px 4px rgba(0, 0, 0, 0.065); + -moz-box-shadow: 0 1px 4px rgba(0, 0, 0, 0.065); + box-shadow: 0 1px 4px rgba(0, 0, 0, 0.065); +} + +.navbar-inner:before, +.navbar-inner:after { + display: table; + line-height: 0; + content: ""; +} + +.navbar-inner:after { + clear: both; +} + +.navbar .container { + width: auto; +} + +.nav-collapse.collapse { + height: auto; + overflow: visible; +} + +.navbar .brand { + display: block; + float: left; + padding: 10px 20px 10px; + margin-left: -20px; + font-size: 20px; + font-weight: 200; + color: #777777; + text-shadow: 0 1px 0 #ffffff; +} + +.navbar .brand:hover, +.navbar .brand:focus { + text-decoration: none; +} + +.navbar-text { + margin-bottom: 0; + line-height: 40px; + color: #777777; +} + +.navbar-link { + color: #777777; +} + +.navbar-link:hover, +.navbar-link:focus { + color: #333333; +} + +.navbar .divider-vertical { + height: 40px; + margin: 0 9px; + border-right: 1px solid #ffffff; + border-left: 1px solid #f2f2f2; +} + +.navbar .btn, +.navbar .btn-group { + margin-top: 5px; +} + +.navbar .btn-group .btn, +.navbar .input-prepend .btn, +.navbar .input-append .btn, +.navbar .input-prepend .btn-group, +.navbar .input-append .btn-group { + margin-top: 0; +} + +.navbar-form { + margin-bottom: 0; + *zoom: 1; +} + +.navbar-form:before, +.navbar-form:after { + display: table; + line-height: 0; + content: ""; +} + +.navbar-form:after { + clear: both; +} + +.navbar-form input, +.navbar-form select, +.navbar-form .radio, +.navbar-form .checkbox { + margin-top: 5px; +} + +.navbar-form input, +.navbar-form select, +.navbar-form .btn { + display: inline-block; + margin-bottom: 0; +} + +.navbar-form input[type="image"], +.navbar-form input[type="checkbox"], +.navbar-form input[type="radio"] { + margin-top: 3px; +} + +.navbar-form .input-append, +.navbar-form .input-prepend { + margin-top: 5px; + white-space: nowrap; +} + +.navbar-form .input-append input, +.navbar-form .input-prepend input { + margin-top: 0; +} + +.navbar-search { + position: relative; + float: left; + margin-top: 5px; + margin-bottom: 0; +} + +.navbar-search .search-query { + padding: 4px 14px; + margin-bottom: 0; + font-family: "Helvetica Neue", Helvetica, Arial, sans-serif; + font-size: 13px; + font-weight: normal; + line-height: 1; + -webkit-border-radius: 15px; + -moz-border-radius: 15px; + border-radius: 15px; +} + +.navbar-static-top { + position: static; + margin-bottom: 0; +} + +.navbar-static-top .navbar-inner { + -webkit-border-radius: 0; + -moz-border-radius: 0; + border-radius: 0; +} + +.navbar-fixed-top, +.navbar-fixed-bottom { + position: fixed; + right: 0; + left: 0; + z-index: 1030; + margin-bottom: 0; +} + +.navbar-fixed-top .navbar-inner, +.navbar-static-top .navbar-inner { + border-width: 0 0 1px; +} + +.navbar-fixed-bottom .navbar-inner { + border-width: 1px 0 0; +} + +.navbar-fixed-top .navbar-inner, +.navbar-fixed-bottom .navbar-inner { + padding-right: 0; + padding-left: 0; + -webkit-border-radius: 0; + -moz-border-radius: 0; + border-radius: 0; +} + +.navbar-static-top .container, +.navbar-fixed-top .container, +.navbar-fixed-bottom .container { + width: 940px; +} + +.navbar-fixed-top { + top: 0; +} + +.navbar-fixed-top .navbar-inner, +.navbar-static-top .navbar-inner { + -webkit-box-shadow: 0 1px 10px rgba(0, 0, 0, 0.1); + -moz-box-shadow: 0 1px 10px rgba(0, 0, 0, 0.1); + box-shadow: 0 1px 10px rgba(0, 0, 0, 0.1); +} + +.navbar-fixed-bottom { + bottom: 0; +} + +.navbar-fixed-bottom .navbar-inner { + -webkit-box-shadow: 0 -1px 10px rgba(0, 0, 0, 0.1); + -moz-box-shadow: 0 -1px 10px rgba(0, 0, 0, 0.1); + box-shadow: 0 -1px 10px rgba(0, 0, 0, 0.1); +} + +.navbar .nav { + position: relative; + left: 0; + display: block; + float: left; + margin: 0 10px 0 0; +} + +.navbar .nav.pull-right { + float: right; + margin-right: 0; +} + +.navbar .nav > li { + float: left; +} + +.navbar .nav > li > a { + float: none; + padding: 10px 15px 10px; + color: #777777; + text-decoration: none; + text-shadow: 0 1px 0 #ffffff; +} + +.navbar .nav .dropdown-toggle .caret { + margin-top: 8px; +} + +.navbar .nav > li > a:focus, +.navbar .nav > li > a:hover { + color: #333333; + text-decoration: none; + background-color: transparent; +} + +.navbar .nav > .active > a, +.navbar .nav > .active > a:hover, +.navbar .nav > .active > a:focus { + color: #555555; + text-decoration: none; + background-color: #e5e5e5; + -webkit-box-shadow: inset 0 3px 8px rgba(0, 0, 0, 0.125); + -moz-box-shadow: inset 0 3px 8px rgba(0, 0, 0, 0.125); + box-shadow: inset 0 3px 8px rgba(0, 0, 0, 0.125); +} + +.navbar .btn-navbar { + display: none; + float: right; + padding: 7px 10px; + margin-right: 5px; + margin-left: 5px; + color: #ffffff; + text-shadow: 0 -1px 0 rgba(0, 0, 0, 0.25); + background-color: #ededed; + *background-color: #e5e5e5; + background-image: -moz-linear-gradient(top, #f2f2f2, #e5e5e5); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#f2f2f2), to(#e5e5e5)); + background-image: -webkit-linear-gradient(top, #f2f2f2, #e5e5e5); + background-image: -o-linear-gradient(top, #f2f2f2, #e5e5e5); + background-image: linear-gradient(to bottom, #f2f2f2, #e5e5e5); + background-repeat: repeat-x; + border-color: #e5e5e5 #e5e5e5 #bfbfbf; + border-color: rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.25); + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff2f2f2', endColorstr='#ffe5e5e5', GradientType=0); + filter: progid:DXImageTransform.Microsoft.gradient(enabled=false); + -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.075); + -moz-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.075); + box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.075); +} + +.navbar .btn-navbar:hover, +.navbar .btn-navbar:focus, +.navbar .btn-navbar:active, +.navbar .btn-navbar.active, +.navbar .btn-navbar.disabled, +.navbar .btn-navbar[disabled] { + color: #ffffff; + background-color: #e5e5e5; + *background-color: #d9d9d9; +} + +.navbar .btn-navbar:active, +.navbar .btn-navbar.active { + background-color: #cccccc \9; +} + +.navbar .btn-navbar .icon-bar { + display: block; + width: 18px; + height: 2px; + background-color: #f5f5f5; + -webkit-border-radius: 1px; + -moz-border-radius: 1px; + border-radius: 1px; + -webkit-box-shadow: 0 1px 0 rgba(0, 0, 0, 0.25); + -moz-box-shadow: 0 1px 0 rgba(0, 0, 0, 0.25); + box-shadow: 0 1px 0 rgba(0, 0, 0, 0.25); +} + +.btn-navbar .icon-bar + .icon-bar { + margin-top: 3px; +} + +.navbar .nav > li > .dropdown-menu:before { + position: absolute; + top: -7px; + left: 9px; + display: inline-block; + border-right: 7px solid transparent; + border-bottom: 7px solid #ccc; + border-left: 7px solid transparent; + border-bottom-color: rgba(0, 0, 0, 0.2); + content: ''; +} + +.navbar .nav > li > .dropdown-menu:after { + position: absolute; + top: -6px; + left: 10px; + display: inline-block; + border-right: 6px solid transparent; + border-bottom: 6px solid #ffffff; + border-left: 6px solid transparent; + content: ''; +} + +.navbar-fixed-bottom .nav > li > .dropdown-menu:before { + top: auto; + bottom: -7px; + border-top: 7px solid #ccc; + border-bottom: 0; + border-top-color: rgba(0, 0, 0, 0.2); +} + +.navbar-fixed-bottom .nav > li > .dropdown-menu:after { + top: auto; + bottom: -6px; + border-top: 6px solid #ffffff; + border-bottom: 0; +} + +.navbar .nav li.dropdown > a:hover .caret, +.navbar .nav li.dropdown > a:focus .caret { + border-top-color: #333333; + border-bottom-color: #333333; +} + +.navbar .nav li.dropdown.open > .dropdown-toggle, +.navbar .nav li.dropdown.active > .dropdown-toggle, +.navbar .nav li.dropdown.open.active > .dropdown-toggle { + color: #555555; + background-color: #e5e5e5; +} + +.navbar .nav li.dropdown > .dropdown-toggle .caret { + border-top-color: #777777; + border-bottom-color: #777777; +} + +.navbar .nav li.dropdown.open > .dropdown-toggle .caret, +.navbar .nav li.dropdown.active > .dropdown-toggle .caret, +.navbar .nav li.dropdown.open.active > .dropdown-toggle .caret { + border-top-color: #555555; + border-bottom-color: #555555; +} + +.navbar .pull-right > li > .dropdown-menu, +.navbar .nav > li > .dropdown-menu.pull-right { + right: 0; + left: auto; +} + +.navbar .pull-right > li > .dropdown-menu:before, +.navbar .nav > li > .dropdown-menu.pull-right:before { + right: 12px; + left: auto; +} + +.navbar .pull-right > li > .dropdown-menu:after, +.navbar .nav > li > .dropdown-menu.pull-right:after { + right: 13px; + left: auto; +} + +.navbar .pull-right > li > .dropdown-menu .dropdown-menu, +.navbar .nav > li > .dropdown-menu.pull-right .dropdown-menu { + right: 100%; + left: auto; + margin-right: -1px; + margin-left: 0; + -webkit-border-radius: 6px 0 6px 6px; + -moz-border-radius: 6px 0 6px 6px; + border-radius: 6px 0 6px 6px; +} + +.navbar-inverse .navbar-inner { + background-color: #1b1b1b; + background-image: -moz-linear-gradient(top, #222222, #111111); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#222222), to(#111111)); + background-image: -webkit-linear-gradient(top, #222222, #111111); + background-image: -o-linear-gradient(top, #222222, #111111); + background-image: linear-gradient(to bottom, #222222, #111111); + background-repeat: repeat-x; + border-color: #252525; + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff222222', endColorstr='#ff111111', GradientType=0); +} + +.navbar-inverse .brand, +.navbar-inverse .nav > li > a { + color: #999999; + text-shadow: 0 -1px 0 rgba(0, 0, 0, 0.25); +} + +.navbar-inverse .brand:hover, +.navbar-inverse .nav > li > a:hover, +.navbar-inverse .brand:focus, +.navbar-inverse .nav > li > a:focus { + color: #ffffff; +} + +.navbar-inverse .brand { + color: #999999; +} + +.navbar-inverse .navbar-text { + color: #999999; +} + +.navbar-inverse .nav > li > a:focus, +.navbar-inverse .nav > li > a:hover { + color: #ffffff; + background-color: transparent; +} + +.navbar-inverse .nav .active > a, +.navbar-inverse .nav .active > a:hover, +.navbar-inverse .nav .active > a:focus { + color: #ffffff; + background-color: #111111; +} + +.navbar-inverse .navbar-link { + color: #999999; +} + +.navbar-inverse .navbar-link:hover, +.navbar-inverse .navbar-link:focus { + color: #ffffff; +} + +.navbar-inverse .divider-vertical { + border-right-color: #222222; + border-left-color: #111111; +} + +.navbar-inverse .nav li.dropdown.open > .dropdown-toggle, +.navbar-inverse .nav li.dropdown.active > .dropdown-toggle, +.navbar-inverse .nav li.dropdown.open.active > .dropdown-toggle { + color: #ffffff; + background-color: #111111; +} + +.navbar-inverse .nav li.dropdown > a:hover .caret, +.navbar-inverse .nav li.dropdown > a:focus .caret { + border-top-color: #ffffff; + border-bottom-color: #ffffff; +} + +.navbar-inverse .nav li.dropdown > .dropdown-toggle .caret { + border-top-color: #999999; + border-bottom-color: #999999; +} + +.navbar-inverse .nav li.dropdown.open > .dropdown-toggle .caret, +.navbar-inverse .nav li.dropdown.active > .dropdown-toggle .caret, +.navbar-inverse .nav li.dropdown.open.active > .dropdown-toggle .caret { + border-top-color: #ffffff; + border-bottom-color: #ffffff; +} + +.navbar-inverse .navbar-search .search-query { + color: #ffffff; + background-color: #515151; + border-color: #111111; + -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1), 0 1px 0 rgba(255, 255, 255, 0.15); + -moz-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1), 0 1px 0 rgba(255, 255, 255, 0.15); + box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1), 0 1px 0 rgba(255, 255, 255, 0.15); + -webkit-transition: none; + -moz-transition: none; + -o-transition: none; + transition: none; +} + +.navbar-inverse .navbar-search .search-query:-moz-placeholder { + color: #cccccc; +} + +.navbar-inverse .navbar-search .search-query:-ms-input-placeholder { + color: #cccccc; +} + +.navbar-inverse .navbar-search .search-query::-webkit-input-placeholder { + color: #cccccc; +} + +.navbar-inverse .navbar-search .search-query:focus, +.navbar-inverse .navbar-search .search-query.focused { + padding: 5px 15px; + color: #333333; + text-shadow: 0 1px 0 #ffffff; + background-color: #ffffff; + border: 0; + outline: 0; + -webkit-box-shadow: 0 0 3px rgba(0, 0, 0, 0.15); + -moz-box-shadow: 0 0 3px rgba(0, 0, 0, 0.15); + box-shadow: 0 0 3px rgba(0, 0, 0, 0.15); +} + +.navbar-inverse .btn-navbar { + color: #ffffff; + text-shadow: 0 -1px 0 rgba(0, 0, 0, 0.25); + background-color: #0e0e0e; + *background-color: #040404; + background-image: -moz-linear-gradient(top, #151515, #040404); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#151515), to(#040404)); + background-image: -webkit-linear-gradient(top, #151515, #040404); + background-image: -o-linear-gradient(top, #151515, #040404); + background-image: linear-gradient(to bottom, #151515, #040404); + background-repeat: repeat-x; + border-color: #040404 #040404 #000000; + border-color: rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.1) rgba(0, 0, 0, 0.25); + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff151515', endColorstr='#ff040404', GradientType=0); + filter: progid:DXImageTransform.Microsoft.gradient(enabled=false); +} + +.navbar-inverse .btn-navbar:hover, +.navbar-inverse .btn-navbar:focus, +.navbar-inverse .btn-navbar:active, +.navbar-inverse .btn-navbar.active, +.navbar-inverse .btn-navbar.disabled, +.navbar-inverse .btn-navbar[disabled] { + color: #ffffff; + background-color: #040404; + *background-color: #000000; +} + +.navbar-inverse .btn-navbar:active, +.navbar-inverse .btn-navbar.active { + background-color: #000000 \9; +} + +.breadcrumb { + padding: 8px 15px; + margin: 0 0 20px; + list-style: none; + background-color: #f5f5f5; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; +} + +.breadcrumb > li { + display: inline-block; + *display: inline; + text-shadow: 0 1px 0 #ffffff; + *zoom: 1; +} + +.breadcrumb > li > .divider { + padding: 0 5px; + color: #ccc; +} + +.breadcrumb > .active { + color: #999999; +} + +.pagination { + margin: 20px 0; +} + +.pagination ul { + display: inline-block; + *display: inline; + margin-bottom: 0; + margin-left: 0; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; + *zoom: 1; + -webkit-box-shadow: 0 1px 2px rgba(0, 0, 0, 0.05); + -moz-box-shadow: 0 1px 2px rgba(0, 0, 0, 0.05); + box-shadow: 0 1px 2px rgba(0, 0, 0, 0.05); +} + +.pagination ul > li { + display: inline; +} + +.pagination ul > li > a, +.pagination ul > li > span { + float: left; + padding: 4px 12px; + line-height: 20px; + text-decoration: none; + background-color: #ffffff; + border: 1px solid #dddddd; + border-left-width: 0; +} + +.pagination ul > li > a:hover, +.pagination ul > li > a:focus, +.pagination ul > .active > a, +.pagination ul > .active > span { + background-color: #f5f5f5; +} + +.pagination ul > .active > a, +.pagination ul > .active > span { + color: #999999; + cursor: default; +} + +.pagination ul > .disabled > span, +.pagination ul > .disabled > a, +.pagination ul > .disabled > a:hover, +.pagination ul > .disabled > a:focus { + color: #999999; + cursor: default; + background-color: transparent; +} + +.pagination ul > li:first-child > a, +.pagination ul > li:first-child > span { + border-left-width: 1px; + -webkit-border-bottom-left-radius: 4px; + border-bottom-left-radius: 4px; + -webkit-border-top-left-radius: 4px; + border-top-left-radius: 4px; + -moz-border-radius-bottomleft: 4px; + -moz-border-radius-topleft: 4px; +} + +.pagination ul > li:last-child > a, +.pagination ul > li:last-child > span { + -webkit-border-top-right-radius: 4px; + border-top-right-radius: 4px; + -webkit-border-bottom-right-radius: 4px; + border-bottom-right-radius: 4px; + -moz-border-radius-topright: 4px; + -moz-border-radius-bottomright: 4px; +} + +.pagination-centered { + text-align: center; +} + +.pagination-right { + text-align: right; +} + +.pagination-large ul > li > a, +.pagination-large ul > li > span { + padding: 11px 19px; + font-size: 17.5px; +} + +.pagination-large ul > li:first-child > a, +.pagination-large ul > li:first-child > span { + -webkit-border-bottom-left-radius: 6px; + border-bottom-left-radius: 6px; + -webkit-border-top-left-radius: 6px; + border-top-left-radius: 6px; + -moz-border-radius-bottomleft: 6px; + -moz-border-radius-topleft: 6px; +} + +.pagination-large ul > li:last-child > a, +.pagination-large ul > li:last-child > span { + -webkit-border-top-right-radius: 6px; + border-top-right-radius: 6px; + -webkit-border-bottom-right-radius: 6px; + border-bottom-right-radius: 6px; + -moz-border-radius-topright: 6px; + -moz-border-radius-bottomright: 6px; +} + +.pagination-mini ul > li:first-child > a, +.pagination-small ul > li:first-child > a, +.pagination-mini ul > li:first-child > span, +.pagination-small ul > li:first-child > span { + -webkit-border-bottom-left-radius: 3px; + border-bottom-left-radius: 3px; + -webkit-border-top-left-radius: 3px; + border-top-left-radius: 3px; + -moz-border-radius-bottomleft: 3px; + -moz-border-radius-topleft: 3px; +} + +.pagination-mini ul > li:last-child > a, +.pagination-small ul > li:last-child > a, +.pagination-mini ul > li:last-child > span, +.pagination-small ul > li:last-child > span { + -webkit-border-top-right-radius: 3px; + border-top-right-radius: 3px; + -webkit-border-bottom-right-radius: 3px; + border-bottom-right-radius: 3px; + -moz-border-radius-topright: 3px; + -moz-border-radius-bottomright: 3px; +} + +.pagination-small ul > li > a, +.pagination-small ul > li > span { + padding: 2px 10px; + font-size: 11.9px; +} + +.pagination-mini ul > li > a, +.pagination-mini ul > li > span { + padding: 0 6px; + font-size: 10.5px; +} + +.pager { + margin: 20px 0; + text-align: center; + list-style: none; + *zoom: 1; +} + +.pager:before, +.pager:after { + display: table; + line-height: 0; + content: ""; +} + +.pager:after { + clear: both; +} + +.pager li { + display: inline; +} + +.pager li > a, +.pager li > span { + display: inline-block; + padding: 5px 14px; + background-color: #fff; + border: 1px solid #ddd; + -webkit-border-radius: 15px; + -moz-border-radius: 15px; + border-radius: 15px; +} + +.pager li > a:hover, +.pager li > a:focus { + text-decoration: none; + background-color: #f5f5f5; +} + +.pager .next > a, +.pager .next > span { + float: right; +} + +.pager .previous > a, +.pager .previous > span { + float: left; +} + +.pager .disabled > a, +.pager .disabled > a:hover, +.pager .disabled > a:focus, +.pager .disabled > span { + color: #999999; + cursor: default; + background-color: #fff; +} + +.modal-backdrop { + position: fixed; + top: 0; + right: 0; + bottom: 0; + left: 0; + z-index: 1040; + background-color: #000000; +} + +.modal-backdrop.fade { + opacity: 0; +} + +.modal-backdrop, +.modal-backdrop.fade.in { + opacity: 0.8; + filter: alpha(opacity=80); +} + +.modal { + position: fixed; + top: 10%; + left: 50%; + z-index: 1050; + width: 560px; + margin-left: -280px; + background-color: #ffffff; + border: 1px solid #999; + border: 1px solid rgba(0, 0, 0, 0.3); + *border: 1px solid #999; + -webkit-border-radius: 6px; + -moz-border-radius: 6px; + border-radius: 6px; + outline: none; + -webkit-box-shadow: 0 3px 7px rgba(0, 0, 0, 0.3); + -moz-box-shadow: 0 3px 7px rgba(0, 0, 0, 0.3); + box-shadow: 0 3px 7px rgba(0, 0, 0, 0.3); + -webkit-background-clip: padding-box; + -moz-background-clip: padding-box; + background-clip: padding-box; +} + +.modal.fade { + top: -25%; + -webkit-transition: opacity 0.3s linear, top 0.3s ease-out; + -moz-transition: opacity 0.3s linear, top 0.3s ease-out; + -o-transition: opacity 0.3s linear, top 0.3s ease-out; + transition: opacity 0.3s linear, top 0.3s ease-out; +} + +.modal.fade.in { + top: 10%; +} + +.modal-header { + padding: 9px 15px; + border-bottom: 1px solid #eee; +} + +.modal-header .close { + margin-top: 2px; +} + +.modal-header h3 { + margin: 0; + line-height: 30px; +} + +.modal-body { + position: relative; + max-height: 400px; + padding: 15px; + overflow-y: auto; +} + +.modal-form { + margin-bottom: 0; +} + +.modal-footer { + padding: 14px 15px 15px; + margin-bottom: 0; + text-align: right; + background-color: #f5f5f5; + border-top: 1px solid #ddd; + -webkit-border-radius: 0 0 6px 6px; + -moz-border-radius: 0 0 6px 6px; + border-radius: 0 0 6px 6px; + *zoom: 1; + -webkit-box-shadow: inset 0 1px 0 #ffffff; + -moz-box-shadow: inset 0 1px 0 #ffffff; + box-shadow: inset 0 1px 0 #ffffff; +} + +.modal-footer:before, +.modal-footer:after { + display: table; + line-height: 0; + content: ""; +} + +.modal-footer:after { + clear: both; +} + +.modal-footer .btn + .btn { + margin-bottom: 0; + margin-left: 5px; +} + +.modal-footer .btn-group .btn + .btn { + margin-left: -1px; +} + +.modal-footer .btn-block + .btn-block { + margin-left: 0; +} + +.tooltip { + position: absolute; + z-index: 1030; + display: block; + font-size: 11px; + line-height: 1.4; + opacity: 0; + filter: alpha(opacity=0); + visibility: visible; +} + +.tooltip.in { + opacity: 0.8; + filter: alpha(opacity=80); +} + +.tooltip.top { + padding: 5px 0; + margin-top: -3px; +} + +.tooltip.right { + padding: 0 5px; + margin-left: 3px; +} + +.tooltip.bottom { + padding: 5px 0; + margin-top: 3px; +} + +.tooltip.left { + padding: 0 5px; + margin-left: -3px; +} + +.tooltip-inner { + max-width: 200px; + padding: 8px; + color: #ffffff; + text-align: center; + text-decoration: none; + background-color: #000000; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; +} + +.tooltip-arrow { + position: absolute; + width: 0; + height: 0; + border-color: transparent; + border-style: solid; +} + +.tooltip.top .tooltip-arrow { + bottom: 0; + left: 50%; + margin-left: -5px; + border-top-color: #000000; + border-width: 5px 5px 0; +} + +.tooltip.right .tooltip-arrow { + top: 50%; + left: 0; + margin-top: -5px; + border-right-color: #000000; + border-width: 5px 5px 5px 0; +} + +.tooltip.left .tooltip-arrow { + top: 50%; + right: 0; + margin-top: -5px; + border-left-color: #000000; + border-width: 5px 0 5px 5px; +} + +.tooltip.bottom .tooltip-arrow { + top: 0; + left: 50%; + margin-left: -5px; + border-bottom-color: #000000; + border-width: 0 5px 5px; +} + +.popover { + position: absolute; + top: 0; + left: 0; + z-index: 1010; + display: none; + max-width: 276px; + padding: 1px; + text-align: left; + white-space: normal; + background-color: #ffffff; + border: 1px solid #ccc; + border: 1px solid rgba(0, 0, 0, 0.2); + -webkit-border-radius: 6px; + -moz-border-radius: 6px; + border-radius: 6px; + -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2); + -moz-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2); + box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2); + -webkit-background-clip: padding-box; + -moz-background-clip: padding; + background-clip: padding-box; +} + +.popover.top { + margin-top: -10px; +} + +.popover.right { + margin-left: 10px; +} + +.popover.bottom { + margin-top: 10px; +} + +.popover.left { + margin-left: -10px; +} + +.popover-title { + padding: 8px 14px; + margin: 0; + font-size: 14px; + font-weight: normal; + line-height: 18px; + background-color: #f7f7f7; + border-bottom: 1px solid #ebebeb; + -webkit-border-radius: 5px 5px 0 0; + -moz-border-radius: 5px 5px 0 0; + border-radius: 5px 5px 0 0; +} + +.popover-title:empty { + display: none; +} + +.popover-content { + padding: 9px 14px; +} + +.popover .arrow, +.popover .arrow:after { + position: absolute; + display: block; + width: 0; + height: 0; + border-color: transparent; + border-style: solid; +} + +.popover .arrow { + border-width: 11px; +} + +.popover .arrow:after { + border-width: 10px; + content: ""; +} + +.popover.top .arrow { + bottom: -11px; + left: 50%; + margin-left: -11px; + border-top-color: #999; + border-top-color: rgba(0, 0, 0, 0.25); + border-bottom-width: 0; +} + +.popover.top .arrow:after { + bottom: 1px; + margin-left: -10px; + border-top-color: #ffffff; + border-bottom-width: 0; +} + +.popover.right .arrow { + top: 50%; + left: -11px; + margin-top: -11px; + border-right-color: #999; + border-right-color: rgba(0, 0, 0, 0.25); + border-left-width: 0; +} + +.popover.right .arrow:after { + bottom: -10px; + left: 1px; + border-right-color: #ffffff; + border-left-width: 0; +} + +.popover.bottom .arrow { + top: -11px; + left: 50%; + margin-left: -11px; + border-bottom-color: #999; + border-bottom-color: rgba(0, 0, 0, 0.25); + border-top-width: 0; +} + +.popover.bottom .arrow:after { + top: 1px; + margin-left: -10px; + border-bottom-color: #ffffff; + border-top-width: 0; +} + +.popover.left .arrow { + top: 50%; + right: -11px; + margin-top: -11px; + border-left-color: #999; + border-left-color: rgba(0, 0, 0, 0.25); + border-right-width: 0; +} + +.popover.left .arrow:after { + right: 1px; + bottom: -10px; + border-left-color: #ffffff; + border-right-width: 0; +} + +.thumbnails { + margin-left: -20px; + list-style: none; + *zoom: 1; +} + +.thumbnails:before, +.thumbnails:after { + display: table; + line-height: 0; + content: ""; +} + +.thumbnails:after { + clear: both; +} + +.row-fluid .thumbnails { + margin-left: 0; +} + +.thumbnails > li { + float: left; + margin-bottom: 20px; + margin-left: 20px; +} + +.thumbnail { + display: block; + padding: 4px; + line-height: 20px; + border: 1px solid #ddd; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; + -webkit-box-shadow: 0 1px 3px rgba(0, 0, 0, 0.055); + -moz-box-shadow: 0 1px 3px rgba(0, 0, 0, 0.055); + box-shadow: 0 1px 3px rgba(0, 0, 0, 0.055); + -webkit-transition: all 0.2s ease-in-out; + -moz-transition: all 0.2s ease-in-out; + -o-transition: all 0.2s ease-in-out; + transition: all 0.2s ease-in-out; +} + +a.thumbnail:hover, +a.thumbnail:focus { + border-color: #0088cc; + -webkit-box-shadow: 0 1px 4px rgba(0, 105, 214, 0.25); + -moz-box-shadow: 0 1px 4px rgba(0, 105, 214, 0.25); + box-shadow: 0 1px 4px rgba(0, 105, 214, 0.25); +} + +.thumbnail > img { + display: block; + max-width: 100%; + margin-right: auto; + margin-left: auto; +} + +.thumbnail .caption { + padding: 9px; + color: #555555; +} + +.media, +.media-body { + overflow: hidden; + *overflow: visible; + zoom: 1; +} + +.media, +.media .media { + margin-top: 15px; +} + +.media:first-child { + margin-top: 0; +} + +.media-object { + display: block; +} + +.media-heading { + margin: 0 0 5px; +} + +.media > .pull-left { + margin-right: 10px; +} + +.media > .pull-right { + margin-left: 10px; +} + +.media-list { + margin-left: 0; + list-style: none; +} + +.label, +.badge { + display: inline-block; + padding: 2px 4px; + font-size: 11.844px; + font-weight: bold; + line-height: 14px; + color: #ffffff; + text-shadow: 0 -1px 0 rgba(0, 0, 0, 0.25); + white-space: nowrap; + vertical-align: baseline; + background-color: #999999; +} + +.label { + -webkit-border-radius: 3px; + -moz-border-radius: 3px; + border-radius: 3px; +} + +.badge { + padding-right: 9px; + padding-left: 9px; + -webkit-border-radius: 9px; + -moz-border-radius: 9px; + border-radius: 9px; +} + +.label:empty, +.badge:empty { + display: none; +} + +a.label:hover, +a.label:focus, +a.badge:hover, +a.badge:focus { + color: #ffffff; + text-decoration: none; + cursor: pointer; +} + +.label-important, +.badge-important { + background-color: #b94a48; +} + +.label-important[href], +.badge-important[href] { + background-color: #953b39; +} + +.label-warning, +.badge-warning { + background-color: #f89406; +} + +.label-warning[href], +.badge-warning[href] { + background-color: #c67605; +} + +.label-success, +.badge-success { + background-color: #468847; +} + +.label-success[href], +.badge-success[href] { + background-color: #356635; +} + +.label-info, +.badge-info { + background-color: #3a87ad; +} + +.label-info[href], +.badge-info[href] { + background-color: #2d6987; +} + +.label-inverse, +.badge-inverse { + background-color: #333333; +} + +.label-inverse[href], +.badge-inverse[href] { + background-color: #1a1a1a; +} + +.btn .label, +.btn .badge { + position: relative; + top: -1px; +} + +.btn-mini .label, +.btn-mini .badge { + top: 0; +} + +@-webkit-keyframes progress-bar-stripes { + from { + background-position: 40px 0; + } + to { + background-position: 0 0; + } +} + +@-moz-keyframes progress-bar-stripes { + from { + background-position: 40px 0; + } + to { + background-position: 0 0; + } +} + +@-ms-keyframes progress-bar-stripes { + from { + background-position: 40px 0; + } + to { + background-position: 0 0; + } +} + +@-o-keyframes progress-bar-stripes { + from { + background-position: 0 0; + } + to { + background-position: 40px 0; + } +} + +@keyframes progress-bar-stripes { + from { + background-position: 40px 0; + } + to { + background-position: 0 0; + } +} + +.progress { + height: 20px; + margin-bottom: 20px; + overflow: hidden; + background-color: #f7f7f7; + background-image: -moz-linear-gradient(top, #f5f5f5, #f9f9f9); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#f5f5f5), to(#f9f9f9)); + background-image: -webkit-linear-gradient(top, #f5f5f5, #f9f9f9); + background-image: -o-linear-gradient(top, #f5f5f5, #f9f9f9); + background-image: linear-gradient(to bottom, #f5f5f5, #f9f9f9); + background-repeat: repeat-x; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff5f5f5', endColorstr='#fff9f9f9', GradientType=0); + -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1); + -moz-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1); + box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1); +} + +.progress .bar { + float: left; + width: 0; + height: 100%; + font-size: 12px; + color: #ffffff; + text-align: center; + text-shadow: 0 -1px 0 rgba(0, 0, 0, 0.25); + background-color: #0e90d2; + background-image: -moz-linear-gradient(top, #149bdf, #0480be); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#149bdf), to(#0480be)); + background-image: -webkit-linear-gradient(top, #149bdf, #0480be); + background-image: -o-linear-gradient(top, #149bdf, #0480be); + background-image: linear-gradient(to bottom, #149bdf, #0480be); + background-repeat: repeat-x; + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff149bdf', endColorstr='#ff0480be', GradientType=0); + -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15); + -moz-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15); + box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15); + -webkit-box-sizing: border-box; + -moz-box-sizing: border-box; + box-sizing: border-box; + -webkit-transition: width 0.6s ease; + -moz-transition: width 0.6s ease; + -o-transition: width 0.6s ease; + transition: width 0.6s ease; +} + +.progress .bar + .bar { + -webkit-box-shadow: inset 1px 0 0 rgba(0, 0, 0, 0.15), inset 0 -1px 0 rgba(0, 0, 0, 0.15); + -moz-box-shadow: inset 1px 0 0 rgba(0, 0, 0, 0.15), inset 0 -1px 0 rgba(0, 0, 0, 0.15); + box-shadow: inset 1px 0 0 rgba(0, 0, 0, 0.15), inset 0 -1px 0 rgba(0, 0, 0, 0.15); +} + +.progress-striped .bar { + background-color: #149bdf; + background-image: -webkit-gradient(linear, 0 100%, 100% 0, color-stop(0.25, rgba(255, 255, 255, 0.15)), color-stop(0.25, transparent), color-stop(0.5, transparent), color-stop(0.5, rgba(255, 255, 255, 0.15)), color-stop(0.75, rgba(255, 255, 255, 0.15)), color-stop(0.75, transparent), to(transparent)); + background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: -moz-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + -webkit-background-size: 40px 40px; + -moz-background-size: 40px 40px; + -o-background-size: 40px 40px; + background-size: 40px 40px; +} + +.progress.active .bar { + -webkit-animation: progress-bar-stripes 2s linear infinite; + -moz-animation: progress-bar-stripes 2s linear infinite; + -ms-animation: progress-bar-stripes 2s linear infinite; + -o-animation: progress-bar-stripes 2s linear infinite; + animation: progress-bar-stripes 2s linear infinite; +} + +.progress-danger .bar, +.progress .bar-danger { + background-color: #dd514c; + background-image: -moz-linear-gradient(top, #ee5f5b, #c43c35); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#ee5f5b), to(#c43c35)); + background-image: -webkit-linear-gradient(top, #ee5f5b, #c43c35); + background-image: -o-linear-gradient(top, #ee5f5b, #c43c35); + background-image: linear-gradient(to bottom, #ee5f5b, #c43c35); + background-repeat: repeat-x; + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffee5f5b', endColorstr='#ffc43c35', GradientType=0); +} + +.progress-danger.progress-striped .bar, +.progress-striped .bar-danger { + background-color: #ee5f5b; + background-image: -webkit-gradient(linear, 0 100%, 100% 0, color-stop(0.25, rgba(255, 255, 255, 0.15)), color-stop(0.25, transparent), color-stop(0.5, transparent), color-stop(0.5, rgba(255, 255, 255, 0.15)), color-stop(0.75, rgba(255, 255, 255, 0.15)), color-stop(0.75, transparent), to(transparent)); + background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: -moz-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); +} + +.progress-success .bar, +.progress .bar-success { + background-color: #5eb95e; + background-image: -moz-linear-gradient(top, #62c462, #57a957); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#62c462), to(#57a957)); + background-image: -webkit-linear-gradient(top, #62c462, #57a957); + background-image: -o-linear-gradient(top, #62c462, #57a957); + background-image: linear-gradient(to bottom, #62c462, #57a957); + background-repeat: repeat-x; + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff62c462', endColorstr='#ff57a957', GradientType=0); +} + +.progress-success.progress-striped .bar, +.progress-striped .bar-success { + background-color: #62c462; + background-image: -webkit-gradient(linear, 0 100%, 100% 0, color-stop(0.25, rgba(255, 255, 255, 0.15)), color-stop(0.25, transparent), color-stop(0.5, transparent), color-stop(0.5, rgba(255, 255, 255, 0.15)), color-stop(0.75, rgba(255, 255, 255, 0.15)), color-stop(0.75, transparent), to(transparent)); + background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: -moz-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); +} + +.progress-info .bar, +.progress .bar-info { + background-color: #4bb1cf; + background-image: -moz-linear-gradient(top, #5bc0de, #339bb9); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#5bc0de), to(#339bb9)); + background-image: -webkit-linear-gradient(top, #5bc0de, #339bb9); + background-image: -o-linear-gradient(top, #5bc0de, #339bb9); + background-image: linear-gradient(to bottom, #5bc0de, #339bb9); + background-repeat: repeat-x; + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff5bc0de', endColorstr='#ff339bb9', GradientType=0); +} + +.progress-info.progress-striped .bar, +.progress-striped .bar-info { + background-color: #5bc0de; + background-image: -webkit-gradient(linear, 0 100%, 100% 0, color-stop(0.25, rgba(255, 255, 255, 0.15)), color-stop(0.25, transparent), color-stop(0.5, transparent), color-stop(0.5, rgba(255, 255, 255, 0.15)), color-stop(0.75, rgba(255, 255, 255, 0.15)), color-stop(0.75, transparent), to(transparent)); + background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: -moz-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); +} + +.progress-warning .bar, +.progress .bar-warning { + background-color: #faa732; + background-image: -moz-linear-gradient(top, #fbb450, #f89406); + background-image: -webkit-gradient(linear, 0 0, 0 100%, from(#fbb450), to(#f89406)); + background-image: -webkit-linear-gradient(top, #fbb450, #f89406); + background-image: -o-linear-gradient(top, #fbb450, #f89406); + background-image: linear-gradient(to bottom, #fbb450, #f89406); + background-repeat: repeat-x; + filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#fffbb450', endColorstr='#fff89406', GradientType=0); +} + +.progress-warning.progress-striped .bar, +.progress-striped .bar-warning { + background-color: #fbb450; + background-image: -webkit-gradient(linear, 0 100%, 100% 0, color-stop(0.25, rgba(255, 255, 255, 0.15)), color-stop(0.25, transparent), color-stop(0.5, transparent), color-stop(0.5, rgba(255, 255, 255, 0.15)), color-stop(0.75, rgba(255, 255, 255, 0.15)), color-stop(0.75, transparent), to(transparent)); + background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: -moz-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); + background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent); +} + +.accordion { + margin-bottom: 20px; +} + +.accordion-group { + margin-bottom: 2px; + border: 1px solid #e5e5e5; + -webkit-border-radius: 4px; + -moz-border-radius: 4px; + border-radius: 4px; +} + +.accordion-heading { + border-bottom: 0; +} + +.accordion-heading .accordion-toggle { + display: block; + padding: 8px 15px; +} + +.accordion-toggle { + cursor: pointer; +} + +.accordion-inner { + padding: 9px 15px; + border-top: 1px solid #e5e5e5; +} + +.carousel { + position: relative; + margin-bottom: 20px; + line-height: 1; +} + +.carousel-inner { + position: relative; + width: 100%; + overflow: hidden; +} + +.carousel-inner > .item { + position: relative; + display: none; + -webkit-transition: 0.6s ease-in-out left; + -moz-transition: 0.6s ease-in-out left; + -o-transition: 0.6s ease-in-out left; + transition: 0.6s ease-in-out left; +} + +.carousel-inner > .item > img, +.carousel-inner > .item > a > img { + display: block; + line-height: 1; +} + +.carousel-inner > .active, +.carousel-inner > .next, +.carousel-inner > .prev { + display: block; +} + +.carousel-inner > .active { + left: 0; +} + +.carousel-inner > .next, +.carousel-inner > .prev { + position: absolute; + top: 0; + width: 100%; +} + +.carousel-inner > .next { + left: 100%; +} + +.carousel-inner > .prev { + left: -100%; +} + +.carousel-inner > .next.left, +.carousel-inner > .prev.right { + left: 0; +} + +.carousel-inner > .active.left { + left: -100%; +} + +.carousel-inner > .active.right { + left: 100%; +} + +.carousel-control { + position: absolute; + top: 40%; + left: 15px; + width: 40px; + height: 40px; + margin-top: -20px; + font-size: 60px; + font-weight: 100; + line-height: 30px; + color: #ffffff; + text-align: center; + background: #222222; + border: 3px solid #ffffff; + -webkit-border-radius: 23px; + -moz-border-radius: 23px; + border-radius: 23px; + opacity: 0.5; + filter: alpha(opacity=50); +} + +.carousel-control.right { + right: 15px; + left: auto; +} + +.carousel-control:hover, +.carousel-control:focus { + color: #ffffff; + text-decoration: none; + opacity: 0.9; + filter: alpha(opacity=90); +} + +.carousel-indicators { + position: absolute; + top: 15px; + right: 15px; + z-index: 5; + margin: 0; + list-style: none; +} + +.carousel-indicators li { + display: block; + float: left; + width: 10px; + height: 10px; + margin-left: 5px; + text-indent: -999px; + background-color: #ccc; + background-color: rgba(255, 255, 255, 0.25); + border-radius: 5px; +} + +.carousel-indicators .active { + background-color: #fff; +} + +.carousel-caption { + position: absolute; + right: 0; + bottom: 0; + left: 0; + padding: 15px; + background: #333333; + background: rgba(0, 0, 0, 0.75); +} + +.carousel-caption h4, +.carousel-caption p { + line-height: 20px; + color: #ffffff; +} + +.carousel-caption h4 { + margin: 0 0 5px; +} + +.carousel-caption p { + margin-bottom: 0; +} + +.hero-unit { + padding: 60px; + margin-bottom: 30px; + font-size: 18px; + font-weight: 200; + line-height: 30px; + color: inherit; + background-color: #eeeeee; + -webkit-border-radius: 6px; + -moz-border-radius: 6px; + border-radius: 6px; +} + +.hero-unit h1 { + margin-bottom: 0; + font-size: 60px; + line-height: 1; + letter-spacing: -1px; + color: inherit; +} + +.hero-unit li { + line-height: 30px; +} + +.pull-right { + float: right; +} + +.pull-left { + float: left; +} + +.hide { + display: none; +} + +.show { + display: block; +} + +.invisible { + visibility: hidden; +} + +.affix { + position: fixed; +} diff --git a/css/bootstrap.min.css b/css/bootstrap.min.css new file mode 100644 index 0000000..b6428e6 --- /dev/null +++ b/css/bootstrap.min.css @@ -0,0 +1,9 @@ +/*! + * Bootstrap v2.3.2 + * + * Copyright 2012 Twitter, Inc + * Licensed under the Apache License v2.0 + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Designed and built with all the love in the world @twitter by @mdo and @fat. + */.clearfix{*zoom:1}.clearfix:before,.clearfix:after{display:table;line-height:0;content:""}.clearfix:after{clear:both}.hide-text{font:0/0 a;color:transparent;text-shadow:none;background-color:transparent;border:0}.input-block-level{display:block;width:100%;min-height:30px;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}article,aside,details,figcaption,figure,footer,header,hgroup,nav,section{display:block}audio,canvas,video{display:inline-block;*display:inline;*zoom:1}audio:not([controls]){display:none}html{font-size:100%;-webkit-text-size-adjust:100%;-ms-text-size-adjust:100%}a:focus{outline:thin dotted #333;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}a:hover,a:active{outline:0}sub,sup{position:relative;font-size:75%;line-height:0;vertical-align:baseline}sup{top:-0.5em}sub{bottom:-0.25em}img{width:auto\9;height:auto;max-width:100%;vertical-align:middle;border:0;-ms-interpolation-mode:bicubic}#map_canvas img,.google-maps img{max-width:none}button,input,select,textarea{margin:0;font-size:100%;vertical-align:middle}button,input{*overflow:visible;line-height:normal}button::-moz-focus-inner,input::-moz-focus-inner{padding:0;border:0}button,html input[type="button"],input[type="reset"],input[type="submit"]{cursor:pointer;-webkit-appearance:button}label,select,button,input[type="button"],input[type="reset"],input[type="submit"],input[type="radio"],input[type="checkbox"]{cursor:pointer}input[type="search"]{-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;-webkit-appearance:textfield}input[type="search"]::-webkit-search-decoration,input[type="search"]::-webkit-search-cancel-button{-webkit-appearance:none}textarea{overflow:auto;vertical-align:top}@media print{*{color:#000!important;text-shadow:none!important;background:transparent!important;box-shadow:none!important}a,a:visited{text-decoration:underline}a[href]:after{content:" (" attr(href) ")"}abbr[title]:after{content:" (" attr(title) ")"}.ir a:after,a[href^="javascript:"]:after,a[href^="#"]:after{content:""}pre,blockquote{border:1px solid #999;page-break-inside:avoid}thead{display:table-header-group}tr,img{page-break-inside:avoid}img{max-width:100%!important}@page{margin:.5cm}p,h2,h3{orphans:3;widows:3}h2,h3{page-break-after:avoid}}body{margin:0;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:14px;line-height:20px;color:#333;background-color:#fff}a{color:#08c;text-decoration:none}a:hover,a:focus{color:#005580;text-decoration:underline}.img-rounded{-webkit-border-radius:6px;-moz-border-radius:6px;border-radius:6px}.img-polaroid{padding:4px;background-color:#fff;border:1px solid #ccc;border:1px solid rgba(0,0,0,0.2);-webkit-box-shadow:0 1px 3px rgba(0,0,0,0.1);-moz-box-shadow:0 1px 3px rgba(0,0,0,0.1);box-shadow:0 1px 3px rgba(0,0,0,0.1)}.img-circle{-webkit-border-radius:500px;-moz-border-radius:500px;border-radius:500px}.row{margin-left:-20px;*zoom:1}.row:before,.row:after{display:table;line-height:0;content:""}.row:after{clear:both}[class*="span"]{float:left;min-height:1px;margin-left:20px}.container,.navbar-static-top .container,.navbar-fixed-top .container,.navbar-fixed-bottom .container{width:940px}.span12{width:940px}.span11{width:860px}.span10{width:780px}.span9{width:700px}.span8{width:620px}.span7{width:540px}.span6{width:460px}.span5{width:380px}.span4{width:300px}.span3{width:220px}.span2{width:140px}.span1{width:60px}.offset12{margin-left:980px}.offset11{margin-left:900px}.offset10{margin-left:820px}.offset9{margin-left:740px}.offset8{margin-left:660px}.offset7{margin-left:580px}.offset6{margin-left:500px}.offset5{margin-left:420px}.offset4{margin-left:340px}.offset3{margin-left:260px}.offset2{margin-left:180px}.offset1{margin-left:100px}.row-fluid{width:100%;*zoom:1}.row-fluid:before,.row-fluid:after{display:table;line-height:0;content:""}.row-fluid:after{clear:both}.row-fluid [class*="span"]{display:block;float:left;width:100%;min-height:30px;margin-left:2.127659574468085%;*margin-left:2.074468085106383%;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}.row-fluid [class*="span"]:first-child{margin-left:0}.row-fluid .controls-row [class*="span"]+[class*="span"]{margin-left:2.127659574468085%}.row-fluid .span12{width:100%;*width:99.94680851063829%}.row-fluid .span11{width:91.48936170212765%;*width:91.43617021276594%}.row-fluid .span10{width:82.97872340425532%;*width:82.92553191489361%}.row-fluid .span9{width:74.46808510638297%;*width:74.41489361702126%}.row-fluid .span8{width:65.95744680851064%;*width:65.90425531914893%}.row-fluid .span7{width:57.44680851063829%;*width:57.39361702127659%}.row-fluid .span6{width:48.93617021276595%;*width:48.88297872340425%}.row-fluid .span5{width:40.42553191489362%;*width:40.37234042553192%}.row-fluid .span4{width:31.914893617021278%;*width:31.861702127659576%}.row-fluid .span3{width:23.404255319148934%;*width:23.351063829787233%}.row-fluid .span2{width:14.893617021276595%;*width:14.840425531914894%}.row-fluid .span1{width:6.382978723404255%;*width:6.329787234042553%}.row-fluid .offset12{margin-left:104.25531914893617%;*margin-left:104.14893617021275%}.row-fluid .offset12:first-child{margin-left:102.12765957446808%;*margin-left:102.02127659574467%}.row-fluid .offset11{margin-left:95.74468085106382%;*margin-left:95.6382978723404%}.row-fluid .offset11:first-child{margin-left:93.61702127659574%;*margin-left:93.51063829787232%}.row-fluid .offset10{margin-left:87.23404255319149%;*margin-left:87.12765957446807%}.row-fluid .offset10:first-child{margin-left:85.1063829787234%;*margin-left:84.99999999999999%}.row-fluid .offset9{margin-left:78.72340425531914%;*margin-left:78.61702127659572%}.row-fluid .offset9:first-child{margin-left:76.59574468085106%;*margin-left:76.48936170212764%}.row-fluid .offset8{margin-left:70.2127659574468%;*margin-left:70.10638297872339%}.row-fluid .offset8:first-child{margin-left:68.08510638297872%;*margin-left:67.9787234042553%}.row-fluid .offset7{margin-left:61.70212765957446%;*margin-left:61.59574468085106%}.row-fluid .offset7:first-child{margin-left:59.574468085106375%;*margin-left:59.46808510638297%}.row-fluid .offset6{margin-left:53.191489361702125%;*margin-left:53.085106382978715%}.row-fluid .offset6:first-child{margin-left:51.063829787234035%;*margin-left:50.95744680851063%}.row-fluid .offset5{margin-left:44.68085106382979%;*margin-left:44.57446808510638%}.row-fluid .offset5:first-child{margin-left:42.5531914893617%;*margin-left:42.4468085106383%}.row-fluid .offset4{margin-left:36.170212765957444%;*margin-left:36.06382978723405%}.row-fluid .offset4:first-child{margin-left:34.04255319148936%;*margin-left:33.93617021276596%}.row-fluid .offset3{margin-left:27.659574468085104%;*margin-left:27.5531914893617%}.row-fluid .offset3:first-child{margin-left:25.53191489361702%;*margin-left:25.425531914893618%}.row-fluid .offset2{margin-left:19.148936170212764%;*margin-left:19.04255319148936%}.row-fluid .offset2:first-child{margin-left:17.02127659574468%;*margin-left:16.914893617021278%}.row-fluid .offset1{margin-left:10.638297872340425%;*margin-left:10.53191489361702%}.row-fluid .offset1:first-child{margin-left:8.51063829787234%;*margin-left:8.404255319148938%}[class*="span"].hide,.row-fluid [class*="span"].hide{display:none}[class*="span"].pull-right,.row-fluid [class*="span"].pull-right{float:right}.container{margin-right:auto;margin-left:auto;*zoom:1}.container:before,.container:after{display:table;line-height:0;content:""}.container:after{clear:both}.container-fluid{padding-right:20px;padding-left:20px;*zoom:1}.container-fluid:before,.container-fluid:after{display:table;line-height:0;content:""}.container-fluid:after{clear:both}p{margin:0 0 10px}.lead{margin-bottom:20px;font-size:21px;font-weight:200;line-height:30px}small{font-size:85%}strong{font-weight:bold}em{font-style:italic}cite{font-style:normal}.muted{color:#999}a.muted:hover,a.muted:focus{color:#808080}.text-warning{color:#c09853}a.text-warning:hover,a.text-warning:focus{color:#a47e3c}.text-error{color:#b94a48}a.text-error:hover,a.text-error:focus{color:#953b39}.text-info{color:#3a87ad}a.text-info:hover,a.text-info:focus{color:#2d6987}.text-success{color:#468847}a.text-success:hover,a.text-success:focus{color:#356635}.text-left{text-align:left}.text-right{text-align:right}.text-center{text-align:center}h1,h2,h3,h4,h5,h6{margin:10px 0;font-family:inherit;font-weight:bold;line-height:20px;color:inherit;text-rendering:optimizelegibility}h1 small,h2 small,h3 small,h4 small,h5 small,h6 small{font-weight:normal;line-height:1;color:#999}h1,h2,h3{line-height:40px}h1{font-size:38.5px}h2{font-size:31.5px}h3{font-size:24.5px}h4{font-size:17.5px}h5{font-size:14px}h6{font-size:11.9px}h1 small{font-size:24.5px}h2 small{font-size:17.5px}h3 small{font-size:14px}h4 small{font-size:14px}.page-header{padding-bottom:9px;margin:20px 0 30px;border-bottom:1px solid #eee}ul,ol{padding:0;margin:0 0 10px 25px}ul ul,ul ol,ol ol,ol ul{margin-bottom:0}li{line-height:20px}ul.unstyled,ol.unstyled{margin-left:0;list-style:none}ul.inline,ol.inline{margin-left:0;list-style:none}ul.inline>li,ol.inline>li{display:inline-block;*display:inline;padding-right:5px;padding-left:5px;*zoom:1}dl{margin-bottom:20px}dt,dd{line-height:20px}dt{font-weight:bold}dd{margin-left:10px}.dl-horizontal{*zoom:1}.dl-horizontal:before,.dl-horizontal:after{display:table;line-height:0;content:""}.dl-horizontal:after{clear:both}.dl-horizontal dt{float:left;width:160px;overflow:hidden;clear:left;text-align:right;text-overflow:ellipsis;white-space:nowrap}.dl-horizontal dd{margin-left:180px}hr{margin:20px 0;border:0;border-top:1px solid #eee;border-bottom:1px solid #fff}abbr[title],abbr[data-original-title]{cursor:help;border-bottom:1px dotted #999}abbr.initialism{font-size:90%;text-transform:uppercase}blockquote{padding:0 0 0 15px;margin:0 0 20px;border-left:5px solid #eee}blockquote p{margin-bottom:0;font-size:17.5px;font-weight:300;line-height:1.25}blockquote small{display:block;line-height:20px;color:#999}blockquote small:before{content:'\2014 \00A0'}blockquote.pull-right{float:right;padding-right:15px;padding-left:0;border-right:5px solid #eee;border-left:0}blockquote.pull-right p,blockquote.pull-right small{text-align:right}blockquote.pull-right small:before{content:''}blockquote.pull-right small:after{content:'\00A0 \2014'}q:before,q:after,blockquote:before,blockquote:after{content:""}address{display:block;margin-bottom:20px;font-style:normal;line-height:20px}code,pre{padding:0 3px 2px;font-family:Monaco,Menlo,Consolas,"Courier New",monospace;font-size:12px;color:#333;-webkit-border-radius:3px;-moz-border-radius:3px;border-radius:3px}code{padding:2px 4px;color:#d14;white-space:nowrap;background-color:#f7f7f9;border:1px solid #e1e1e8}pre{display:block;padding:9.5px;margin:0 0 10px;font-size:13px;line-height:20px;word-break:break-all;word-wrap:break-word;white-space:pre;white-space:pre-wrap;background-color:#f5f5f5;border:1px solid #ccc;border:1px solid rgba(0,0,0,0.15);-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px}pre.prettyprint{margin-bottom:20px}pre code{padding:0;color:inherit;white-space:pre;white-space:pre-wrap;background-color:transparent;border:0}.pre-scrollable{max-height:340px;overflow-y:scroll}form{margin:0 0 20px}fieldset{padding:0;margin:0;border:0}legend{display:block;width:100%;padding:0;margin-bottom:20px;font-size:21px;line-height:40px;color:#333;border:0;border-bottom:1px solid #e5e5e5}legend small{font-size:15px;color:#999}label,input,button,select,textarea{font-size:14px;font-weight:normal;line-height:20px}input,button,select,textarea{font-family:"Helvetica Neue",Helvetica,Arial,sans-serif}label{display:block;margin-bottom:5px}select,textarea,input[type="text"],input[type="password"],input[type="datetime"],input[type="datetime-local"],input[type="date"],input[type="month"],input[type="time"],input[type="week"],input[type="number"],input[type="email"],input[type="url"],input[type="search"],input[type="tel"],input[type="color"],.uneditable-input{display:inline-block;height:20px;padding:4px 6px;margin-bottom:10px;font-size:14px;line-height:20px;color:#555;vertical-align:middle;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px}input,textarea,.uneditable-input{width:206px}textarea{height:auto}textarea,input[type="text"],input[type="password"],input[type="datetime"],input[type="datetime-local"],input[type="date"],input[type="month"],input[type="time"],input[type="week"],input[type="number"],input[type="email"],input[type="url"],input[type="search"],input[type="tel"],input[type="color"],.uneditable-input{background-color:#fff;border:1px solid #ccc;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);-moz-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);-webkit-transition:border linear .2s,box-shadow linear .2s;-moz-transition:border linear .2s,box-shadow linear .2s;-o-transition:border linear .2s,box-shadow linear .2s;transition:border linear .2s,box-shadow linear .2s}textarea:focus,input[type="text"]:focus,input[type="password"]:focus,input[type="datetime"]:focus,input[type="datetime-local"]:focus,input[type="date"]:focus,input[type="month"]:focus,input[type="time"]:focus,input[type="week"]:focus,input[type="number"]:focus,input[type="email"]:focus,input[type="url"]:focus,input[type="search"]:focus,input[type="tel"]:focus,input[type="color"]:focus,.uneditable-input:focus{border-color:rgba(82,168,236,0.8);outline:0;outline:thin dotted \9;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 8px rgba(82,168,236,0.6);-moz-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 8px rgba(82,168,236,0.6);box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 8px rgba(82,168,236,0.6)}input[type="radio"],input[type="checkbox"]{margin:4px 0 0;margin-top:1px \9;*margin-top:0;line-height:normal}input[type="file"],input[type="image"],input[type="submit"],input[type="reset"],input[type="button"],input[type="radio"],input[type="checkbox"]{width:auto}select,input[type="file"]{height:30px;*margin-top:4px;line-height:30px}select{width:220px;background-color:#fff;border:1px solid #ccc}select[multiple],select[size]{height:auto}select:focus,input[type="file"]:focus,input[type="radio"]:focus,input[type="checkbox"]:focus{outline:thin dotted #333;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}.uneditable-input,.uneditable-textarea{color:#999;cursor:not-allowed;background-color:#fcfcfc;border-color:#ccc;-webkit-box-shadow:inset 0 1px 2px rgba(0,0,0,0.025);-moz-box-shadow:inset 0 1px 2px rgba(0,0,0,0.025);box-shadow:inset 0 1px 2px rgba(0,0,0,0.025)}.uneditable-input{overflow:hidden;white-space:nowrap}.uneditable-textarea{width:auto;height:auto}input:-moz-placeholder,textarea:-moz-placeholder{color:#999}input:-ms-input-placeholder,textarea:-ms-input-placeholder{color:#999}input::-webkit-input-placeholder,textarea::-webkit-input-placeholder{color:#999}.radio,.checkbox{min-height:20px;padding-left:20px}.radio input[type="radio"],.checkbox input[type="checkbox"]{float:left;margin-left:-20px}.controls>.radio:first-child,.controls>.checkbox:first-child{padding-top:5px}.radio.inline,.checkbox.inline{display:inline-block;padding-top:5px;margin-bottom:0;vertical-align:middle}.radio.inline+.radio.inline,.checkbox.inline+.checkbox.inline{margin-left:10px}.input-mini{width:60px}.input-small{width:90px}.input-medium{width:150px}.input-large{width:210px}.input-xlarge{width:270px}.input-xxlarge{width:530px}input[class*="span"],select[class*="span"],textarea[class*="span"],.uneditable-input[class*="span"],.row-fluid input[class*="span"],.row-fluid select[class*="span"],.row-fluid textarea[class*="span"],.row-fluid .uneditable-input[class*="span"]{float:none;margin-left:0}.input-append input[class*="span"],.input-append .uneditable-input[class*="span"],.input-prepend input[class*="span"],.input-prepend .uneditable-input[class*="span"],.row-fluid input[class*="span"],.row-fluid select[class*="span"],.row-fluid textarea[class*="span"],.row-fluid .uneditable-input[class*="span"],.row-fluid .input-prepend [class*="span"],.row-fluid .input-append [class*="span"]{display:inline-block}input,textarea,.uneditable-input{margin-left:0}.controls-row [class*="span"]+[class*="span"]{margin-left:20px}input.span12,textarea.span12,.uneditable-input.span12{width:926px}input.span11,textarea.span11,.uneditable-input.span11{width:846px}input.span10,textarea.span10,.uneditable-input.span10{width:766px}input.span9,textarea.span9,.uneditable-input.span9{width:686px}input.span8,textarea.span8,.uneditable-input.span8{width:606px}input.span7,textarea.span7,.uneditable-input.span7{width:526px}input.span6,textarea.span6,.uneditable-input.span6{width:446px}input.span5,textarea.span5,.uneditable-input.span5{width:366px}input.span4,textarea.span4,.uneditable-input.span4{width:286px}input.span3,textarea.span3,.uneditable-input.span3{width:206px}input.span2,textarea.span2,.uneditable-input.span2{width:126px}input.span1,textarea.span1,.uneditable-input.span1{width:46px}.controls-row{*zoom:1}.controls-row:before,.controls-row:after{display:table;line-height:0;content:""}.controls-row:after{clear:both}.controls-row [class*="span"],.row-fluid .controls-row [class*="span"]{float:left}.controls-row .checkbox[class*="span"],.controls-row .radio[class*="span"]{padding-top:5px}input[disabled],select[disabled],textarea[disabled],input[readonly],select[readonly],textarea[readonly]{cursor:not-allowed;background-color:#eee}input[type="radio"][disabled],input[type="checkbox"][disabled],input[type="radio"][readonly],input[type="checkbox"][readonly]{background-color:transparent}.control-group.warning .control-label,.control-group.warning .help-block,.control-group.warning .help-inline{color:#c09853}.control-group.warning .checkbox,.control-group.warning .radio,.control-group.warning input,.control-group.warning select,.control-group.warning textarea{color:#c09853}.control-group.warning input,.control-group.warning select,.control-group.warning textarea{border-color:#c09853;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);-moz-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);box-shadow:inset 0 1px 1px rgba(0,0,0,0.075)}.control-group.warning input:focus,.control-group.warning select:focus,.control-group.warning textarea:focus{border-color:#a47e3c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #dbc59e;-moz-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #dbc59e;box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #dbc59e}.control-group.warning .input-prepend .add-on,.control-group.warning .input-append .add-on{color:#c09853;background-color:#fcf8e3;border-color:#c09853}.control-group.error .control-label,.control-group.error .help-block,.control-group.error .help-inline{color:#b94a48}.control-group.error .checkbox,.control-group.error .radio,.control-group.error input,.control-group.error select,.control-group.error textarea{color:#b94a48}.control-group.error input,.control-group.error select,.control-group.error textarea{border-color:#b94a48;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);-moz-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);box-shadow:inset 0 1px 1px rgba(0,0,0,0.075)}.control-group.error input:focus,.control-group.error select:focus,.control-group.error textarea:focus{border-color:#953b39;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #d59392;-moz-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #d59392;box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #d59392}.control-group.error .input-prepend .add-on,.control-group.error .input-append .add-on{color:#b94a48;background-color:#f2dede;border-color:#b94a48}.control-group.success .control-label,.control-group.success .help-block,.control-group.success .help-inline{color:#468847}.control-group.success .checkbox,.control-group.success .radio,.control-group.success input,.control-group.success select,.control-group.success textarea{color:#468847}.control-group.success input,.control-group.success select,.control-group.success textarea{border-color:#468847;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);-moz-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);box-shadow:inset 0 1px 1px rgba(0,0,0,0.075)}.control-group.success input:focus,.control-group.success select:focus,.control-group.success textarea:focus{border-color:#356635;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #7aba7b;-moz-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #7aba7b;box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #7aba7b}.control-group.success .input-prepend .add-on,.control-group.success .input-append .add-on{color:#468847;background-color:#dff0d8;border-color:#468847}.control-group.info .control-label,.control-group.info .help-block,.control-group.info .help-inline{color:#3a87ad}.control-group.info .checkbox,.control-group.info .radio,.control-group.info input,.control-group.info select,.control-group.info textarea{color:#3a87ad}.control-group.info input,.control-group.info select,.control-group.info textarea{border-color:#3a87ad;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);-moz-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);box-shadow:inset 0 1px 1px rgba(0,0,0,0.075)}.control-group.info input:focus,.control-group.info select:focus,.control-group.info textarea:focus{border-color:#2d6987;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #7ab5d3;-moz-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #7ab5d3;box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #7ab5d3}.control-group.info .input-prepend .add-on,.control-group.info .input-append .add-on{color:#3a87ad;background-color:#d9edf7;border-color:#3a87ad}input:focus:invalid,textarea:focus:invalid,select:focus:invalid{color:#b94a48;border-color:#ee5f5b}input:focus:invalid:focus,textarea:focus:invalid:focus,select:focus:invalid:focus{border-color:#e9322d;-webkit-box-shadow:0 0 6px #f8b9b7;-moz-box-shadow:0 0 6px #f8b9b7;box-shadow:0 0 6px #f8b9b7}.form-actions{padding:19px 20px 20px;margin-top:20px;margin-bottom:20px;background-color:#f5f5f5;border-top:1px solid #e5e5e5;*zoom:1}.form-actions:before,.form-actions:after{display:table;line-height:0;content:""}.form-actions:after{clear:both}.help-block,.help-inline{color:#595959}.help-block{display:block;margin-bottom:10px}.help-inline{display:inline-block;*display:inline;padding-left:5px;vertical-align:middle;*zoom:1}.input-append,.input-prepend{display:inline-block;margin-bottom:10px;font-size:0;white-space:nowrap;vertical-align:middle}.input-append input,.input-prepend input,.input-append select,.input-prepend select,.input-append .uneditable-input,.input-prepend .uneditable-input,.input-append .dropdown-menu,.input-prepend .dropdown-menu,.input-append .popover,.input-prepend .popover{font-size:14px}.input-append input,.input-prepend input,.input-append select,.input-prepend select,.input-append .uneditable-input,.input-prepend .uneditable-input{position:relative;margin-bottom:0;*margin-left:0;vertical-align:top;-webkit-border-radius:0 4px 4px 0;-moz-border-radius:0 4px 4px 0;border-radius:0 4px 4px 0}.input-append input:focus,.input-prepend input:focus,.input-append select:focus,.input-prepend select:focus,.input-append .uneditable-input:focus,.input-prepend .uneditable-input:focus{z-index:2}.input-append .add-on,.input-prepend .add-on{display:inline-block;width:auto;height:20px;min-width:16px;padding:4px 5px;font-size:14px;font-weight:normal;line-height:20px;text-align:center;text-shadow:0 1px 0 #fff;background-color:#eee;border:1px solid #ccc}.input-append .add-on,.input-prepend .add-on,.input-append .btn,.input-prepend .btn,.input-append .btn-group>.dropdown-toggle,.input-prepend .btn-group>.dropdown-toggle{vertical-align:top;-webkit-border-radius:0;-moz-border-radius:0;border-radius:0}.input-append .active,.input-prepend .active{background-color:#a9dba9;border-color:#46a546}.input-prepend .add-on,.input-prepend .btn{margin-right:-1px}.input-prepend .add-on:first-child,.input-prepend .btn:first-child{-webkit-border-radius:4px 0 0 4px;-moz-border-radius:4px 0 0 4px;border-radius:4px 0 0 4px}.input-append input,.input-append select,.input-append .uneditable-input{-webkit-border-radius:4px 0 0 4px;-moz-border-radius:4px 0 0 4px;border-radius:4px 0 0 4px}.input-append input+.btn-group .btn:last-child,.input-append select+.btn-group .btn:last-child,.input-append .uneditable-input+.btn-group .btn:last-child{-webkit-border-radius:0 4px 4px 0;-moz-border-radius:0 4px 4px 0;border-radius:0 4px 4px 0}.input-append .add-on,.input-append .btn,.input-append .btn-group{margin-left:-1px}.input-append .add-on:last-child,.input-append .btn:last-child,.input-append .btn-group:last-child>.dropdown-toggle{-webkit-border-radius:0 4px 4px 0;-moz-border-radius:0 4px 4px 0;border-radius:0 4px 4px 0}.input-prepend.input-append input,.input-prepend.input-append select,.input-prepend.input-append .uneditable-input{-webkit-border-radius:0;-moz-border-radius:0;border-radius:0}.input-prepend.input-append input+.btn-group .btn,.input-prepend.input-append select+.btn-group .btn,.input-prepend.input-append .uneditable-input+.btn-group .btn{-webkit-border-radius:0 4px 4px 0;-moz-border-radius:0 4px 4px 0;border-radius:0 4px 4px 0}.input-prepend.input-append .add-on:first-child,.input-prepend.input-append .btn:first-child{margin-right:-1px;-webkit-border-radius:4px 0 0 4px;-moz-border-radius:4px 0 0 4px;border-radius:4px 0 0 4px}.input-prepend.input-append .add-on:last-child,.input-prepend.input-append .btn:last-child{margin-left:-1px;-webkit-border-radius:0 4px 4px 0;-moz-border-radius:0 4px 4px 0;border-radius:0 4px 4px 0}.input-prepend.input-append .btn-group:first-child{margin-left:0}input.search-query{padding-right:14px;padding-right:4px \9;padding-left:14px;padding-left:4px \9;margin-bottom:0;-webkit-border-radius:15px;-moz-border-radius:15px;border-radius:15px}.form-search .input-append .search-query,.form-search .input-prepend .search-query{-webkit-border-radius:0;-moz-border-radius:0;border-radius:0}.form-search .input-append .search-query{-webkit-border-radius:14px 0 0 14px;-moz-border-radius:14px 0 0 14px;border-radius:14px 0 0 14px}.form-search .input-append .btn{-webkit-border-radius:0 14px 14px 0;-moz-border-radius:0 14px 14px 0;border-radius:0 14px 14px 0}.form-search .input-prepend .search-query{-webkit-border-radius:0 14px 14px 0;-moz-border-radius:0 14px 14px 0;border-radius:0 14px 14px 0}.form-search .input-prepend .btn{-webkit-border-radius:14px 0 0 14px;-moz-border-radius:14px 0 0 14px;border-radius:14px 0 0 14px}.form-search input,.form-inline input,.form-horizontal input,.form-search textarea,.form-inline textarea,.form-horizontal textarea,.form-search select,.form-inline select,.form-horizontal select,.form-search .help-inline,.form-inline .help-inline,.form-horizontal .help-inline,.form-search .uneditable-input,.form-inline .uneditable-input,.form-horizontal .uneditable-input,.form-search .input-prepend,.form-inline .input-prepend,.form-horizontal .input-prepend,.form-search .input-append,.form-inline .input-append,.form-horizontal .input-append{display:inline-block;*display:inline;margin-bottom:0;vertical-align:middle;*zoom:1}.form-search .hide,.form-inline .hide,.form-horizontal .hide{display:none}.form-search label,.form-inline label,.form-search .btn-group,.form-inline .btn-group{display:inline-block}.form-search .input-append,.form-inline .input-append,.form-search .input-prepend,.form-inline .input-prepend{margin-bottom:0}.form-search .radio,.form-search .checkbox,.form-inline .radio,.form-inline .checkbox{padding-left:0;margin-bottom:0;vertical-align:middle}.form-search .radio input[type="radio"],.form-search .checkbox input[type="checkbox"],.form-inline .radio input[type="radio"],.form-inline .checkbox input[type="checkbox"]{float:left;margin-right:3px;margin-left:0}.control-group{margin-bottom:10px}legend+.control-group{margin-top:20px;-webkit-margin-top-collapse:separate}.form-horizontal .control-group{margin-bottom:20px;*zoom:1}.form-horizontal .control-group:before,.form-horizontal .control-group:after{display:table;line-height:0;content:""}.form-horizontal .control-group:after{clear:both}.form-horizontal .control-label{float:left;width:160px;padding-top:5px;text-align:right}.form-horizontal .controls{*display:inline-block;*padding-left:20px;margin-left:180px;*margin-left:0}.form-horizontal .controls:first-child{*padding-left:180px}.form-horizontal .help-block{margin-bottom:0}.form-horizontal input+.help-block,.form-horizontal select+.help-block,.form-horizontal textarea+.help-block,.form-horizontal .uneditable-input+.help-block,.form-horizontal .input-prepend+.help-block,.form-horizontal .input-append+.help-block{margin-top:10px}.form-horizontal .form-actions{padding-left:180px}table{max-width:100%;background-color:transparent;border-collapse:collapse;border-spacing:0}.table{width:100%;margin-bottom:20px}.table th,.table td{padding:8px;line-height:20px;text-align:left;vertical-align:top;border-top:1px solid #ddd}.table th{font-weight:bold}.table thead th{vertical-align:bottom}.table caption+thead tr:first-child th,.table caption+thead tr:first-child td,.table colgroup+thead tr:first-child th,.table colgroup+thead tr:first-child td,.table thead:first-child tr:first-child th,.table thead:first-child tr:first-child td{border-top:0}.table tbody+tbody{border-top:2px solid #ddd}.table .table{background-color:#fff}.table-condensed th,.table-condensed td{padding:4px 5px}.table-bordered{border:1px solid #ddd;border-collapse:separate;*border-collapse:collapse;border-left:0;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px}.table-bordered th,.table-bordered td{border-left:1px solid #ddd}.table-bordered caption+thead tr:first-child th,.table-bordered caption+tbody tr:first-child th,.table-bordered caption+tbody tr:first-child td,.table-bordered colgroup+thead tr:first-child th,.table-bordered colgroup+tbody tr:first-child th,.table-bordered colgroup+tbody tr:first-child td,.table-bordered thead:first-child tr:first-child th,.table-bordered tbody:first-child tr:first-child th,.table-bordered tbody:first-child tr:first-child td{border-top:0}.table-bordered thead:first-child tr:first-child>th:first-child,.table-bordered tbody:first-child tr:first-child>td:first-child,.table-bordered tbody:first-child tr:first-child>th:first-child{-webkit-border-top-left-radius:4px;border-top-left-radius:4px;-moz-border-radius-topleft:4px}.table-bordered thead:first-child tr:first-child>th:last-child,.table-bordered tbody:first-child tr:first-child>td:last-child,.table-bordered tbody:first-child tr:first-child>th:last-child{-webkit-border-top-right-radius:4px;border-top-right-radius:4px;-moz-border-radius-topright:4px}.table-bordered thead:last-child tr:last-child>th:first-child,.table-bordered tbody:last-child tr:last-child>td:first-child,.table-bordered tbody:last-child tr:last-child>th:first-child,.table-bordered tfoot:last-child tr:last-child>td:first-child,.table-bordered tfoot:last-child tr:last-child>th:first-child{-webkit-border-bottom-left-radius:4px;border-bottom-left-radius:4px;-moz-border-radius-bottomleft:4px}.table-bordered thead:last-child tr:last-child>th:last-child,.table-bordered tbody:last-child tr:last-child>td:last-child,.table-bordered tbody:last-child tr:last-child>th:last-child,.table-bordered tfoot:last-child tr:last-child>td:last-child,.table-bordered tfoot:last-child tr:last-child>th:last-child{-webkit-border-bottom-right-radius:4px;border-bottom-right-radius:4px;-moz-border-radius-bottomright:4px}.table-bordered tfoot+tbody:last-child tr:last-child td:first-child{-webkit-border-bottom-left-radius:0;border-bottom-left-radius:0;-moz-border-radius-bottomleft:0}.table-bordered tfoot+tbody:last-child tr:last-child td:last-child{-webkit-border-bottom-right-radius:0;border-bottom-right-radius:0;-moz-border-radius-bottomright:0}.table-bordered caption+thead tr:first-child th:first-child,.table-bordered caption+tbody tr:first-child td:first-child,.table-bordered colgroup+thead tr:first-child th:first-child,.table-bordered colgroup+tbody tr:first-child td:first-child{-webkit-border-top-left-radius:4px;border-top-left-radius:4px;-moz-border-radius-topleft:4px}.table-bordered caption+thead tr:first-child th:last-child,.table-bordered caption+tbody tr:first-child td:last-child,.table-bordered colgroup+thead tr:first-child th:last-child,.table-bordered colgroup+tbody tr:first-child td:last-child{-webkit-border-top-right-radius:4px;border-top-right-radius:4px;-moz-border-radius-topright:4px}.table-striped tbody>tr:nth-child(odd)>td,.table-striped tbody>tr:nth-child(odd)>th{background-color:#f9f9f9}.table-hover tbody tr:hover>td,.table-hover tbody tr:hover>th{background-color:#f5f5f5}table td[class*="span"],table th[class*="span"],.row-fluid table td[class*="span"],.row-fluid table th[class*="span"]{display:table-cell;float:none;margin-left:0}.table td.span1,.table th.span1{float:none;width:44px;margin-left:0}.table td.span2,.table th.span2{float:none;width:124px;margin-left:0}.table td.span3,.table th.span3{float:none;width:204px;margin-left:0}.table td.span4,.table th.span4{float:none;width:284px;margin-left:0}.table td.span5,.table th.span5{float:none;width:364px;margin-left:0}.table td.span6,.table th.span6{float:none;width:444px;margin-left:0}.table td.span7,.table th.span7{float:none;width:524px;margin-left:0}.table td.span8,.table th.span8{float:none;width:604px;margin-left:0}.table td.span9,.table th.span9{float:none;width:684px;margin-left:0}.table td.span10,.table th.span10{float:none;width:764px;margin-left:0}.table td.span11,.table th.span11{float:none;width:844px;margin-left:0}.table td.span12,.table th.span12{float:none;width:924px;margin-left:0}.table tbody tr.success>td{background-color:#dff0d8}.table tbody tr.error>td{background-color:#f2dede}.table tbody tr.warning>td{background-color:#fcf8e3}.table tbody tr.info>td{background-color:#d9edf7}.table-hover tbody tr.success:hover>td{background-color:#d0e9c6}.table-hover tbody tr.error:hover>td{background-color:#ebcccc}.table-hover tbody tr.warning:hover>td{background-color:#faf2cc}.table-hover tbody tr.info:hover>td{background-color:#c4e3f3}[class^="icon-"],[class*=" icon-"]{display:inline-block;width:14px;height:14px;margin-top:1px;*margin-right:.3em;line-height:14px;vertical-align:text-top;background-image:url("../img/glyphicons-halflings.png");background-position:14px 14px;background-repeat:no-repeat}.icon-white,.nav-pills>.active>a>[class^="icon-"],.nav-pills>.active>a>[class*=" icon-"],.nav-list>.active>a>[class^="icon-"],.nav-list>.active>a>[class*=" icon-"],.navbar-inverse .nav>.active>a>[class^="icon-"],.navbar-inverse .nav>.active>a>[class*=" icon-"],.dropdown-menu>li>a:hover>[class^="icon-"],.dropdown-menu>li>a:focus>[class^="icon-"],.dropdown-menu>li>a:hover>[class*=" icon-"],.dropdown-menu>li>a:focus>[class*=" icon-"],.dropdown-menu>.active>a>[class^="icon-"],.dropdown-menu>.active>a>[class*=" icon-"],.dropdown-submenu:hover>a>[class^="icon-"],.dropdown-submenu:focus>a>[class^="icon-"],.dropdown-submenu:hover>a>[class*=" icon-"],.dropdown-submenu:focus>a>[class*=" icon-"]{background-image:url("../img/glyphicons-halflings-white.png")}.icon-glass{background-position:0 0}.icon-music{background-position:-24px 0}.icon-search{background-position:-48px 0}.icon-envelope{background-position:-72px 0}.icon-heart{background-position:-96px 0}.icon-star{background-position:-120px 0}.icon-star-empty{background-position:-144px 0}.icon-user{background-position:-168px 0}.icon-film{background-position:-192px 0}.icon-th-large{background-position:-216px 0}.icon-th{background-position:-240px 0}.icon-th-list{background-position:-264px 0}.icon-ok{background-position:-288px 0}.icon-remove{background-position:-312px 0}.icon-zoom-in{background-position:-336px 0}.icon-zoom-out{background-position:-360px 0}.icon-off{background-position:-384px 0}.icon-signal{background-position:-408px 0}.icon-cog{background-position:-432px 0}.icon-trash{background-position:-456px 0}.icon-home{background-position:0 -24px}.icon-file{background-position:-24px -24px}.icon-time{background-position:-48px -24px}.icon-road{background-position:-72px -24px}.icon-download-alt{background-position:-96px -24px}.icon-download{background-position:-120px -24px}.icon-upload{background-position:-144px -24px}.icon-inbox{background-position:-168px -24px}.icon-play-circle{background-position:-192px -24px}.icon-repeat{background-position:-216px -24px}.icon-refresh{background-position:-240px -24px}.icon-list-alt{background-position:-264px -24px}.icon-lock{background-position:-287px -24px}.icon-flag{background-position:-312px -24px}.icon-headphones{background-position:-336px -24px}.icon-volume-off{background-position:-360px -24px}.icon-volume-down{background-position:-384px -24px}.icon-volume-up{background-position:-408px -24px}.icon-qrcode{background-position:-432px -24px}.icon-barcode{background-position:-456px -24px}.icon-tag{background-position:0 -48px}.icon-tags{background-position:-25px -48px}.icon-book{background-position:-48px -48px}.icon-bookmark{background-position:-72px -48px}.icon-print{background-position:-96px -48px}.icon-camera{background-position:-120px -48px}.icon-font{background-position:-144px -48px}.icon-bold{background-position:-167px -48px}.icon-italic{background-position:-192px -48px}.icon-text-height{background-position:-216px -48px}.icon-text-width{background-position:-240px -48px}.icon-align-left{background-position:-264px -48px}.icon-align-center{background-position:-288px -48px}.icon-align-right{background-position:-312px -48px}.icon-align-justify{background-position:-336px -48px}.icon-list{background-position:-360px -48px}.icon-indent-left{background-position:-384px -48px}.icon-indent-right{background-position:-408px -48px}.icon-facetime-video{background-position:-432px -48px}.icon-picture{background-position:-456px -48px}.icon-pencil{background-position:0 -72px}.icon-map-marker{background-position:-24px -72px}.icon-adjust{background-position:-48px -72px}.icon-tint{background-position:-72px -72px}.icon-edit{background-position:-96px -72px}.icon-share{background-position:-120px -72px}.icon-check{background-position:-144px -72px}.icon-move{background-position:-168px -72px}.icon-step-backward{background-position:-192px -72px}.icon-fast-backward{background-position:-216px -72px}.icon-backward{background-position:-240px -72px}.icon-play{background-position:-264px -72px}.icon-pause{background-position:-288px -72px}.icon-stop{background-position:-312px -72px}.icon-forward{background-position:-336px -72px}.icon-fast-forward{background-position:-360px -72px}.icon-step-forward{background-position:-384px -72px}.icon-eject{background-position:-408px -72px}.icon-chevron-left{background-position:-432px -72px}.icon-chevron-right{background-position:-456px -72px}.icon-plus-sign{background-position:0 -96px}.icon-minus-sign{background-position:-24px -96px}.icon-remove-sign{background-position:-48px -96px}.icon-ok-sign{background-position:-72px -96px}.icon-question-sign{background-position:-96px -96px}.icon-info-sign{background-position:-120px -96px}.icon-screenshot{background-position:-144px -96px}.icon-remove-circle{background-position:-168px -96px}.icon-ok-circle{background-position:-192px -96px}.icon-ban-circle{background-position:-216px -96px}.icon-arrow-left{background-position:-240px -96px}.icon-arrow-right{background-position:-264px -96px}.icon-arrow-up{background-position:-289px -96px}.icon-arrow-down{background-position:-312px -96px}.icon-share-alt{background-position:-336px -96px}.icon-resize-full{background-position:-360px -96px}.icon-resize-small{background-position:-384px -96px}.icon-plus{background-position:-408px -96px}.icon-minus{background-position:-433px -96px}.icon-asterisk{background-position:-456px -96px}.icon-exclamation-sign{background-position:0 -120px}.icon-gift{background-position:-24px -120px}.icon-leaf{background-position:-48px -120px}.icon-fire{background-position:-72px -120px}.icon-eye-open{background-position:-96px -120px}.icon-eye-close{background-position:-120px -120px}.icon-warning-sign{background-position:-144px -120px}.icon-plane{background-position:-168px -120px}.icon-calendar{background-position:-192px -120px}.icon-random{width:16px;background-position:-216px -120px}.icon-comment{background-position:-240px -120px}.icon-magnet{background-position:-264px -120px}.icon-chevron-up{background-position:-288px -120px}.icon-chevron-down{background-position:-313px -119px}.icon-retweet{background-position:-336px -120px}.icon-shopping-cart{background-position:-360px -120px}.icon-folder-close{width:16px;background-position:-384px -120px}.icon-folder-open{width:16px;background-position:-408px -120px}.icon-resize-vertical{background-position:-432px -119px}.icon-resize-horizontal{background-position:-456px -118px}.icon-hdd{background-position:0 -144px}.icon-bullhorn{background-position:-24px -144px}.icon-bell{background-position:-48px -144px}.icon-certificate{background-position:-72px -144px}.icon-thumbs-up{background-position:-96px -144px}.icon-thumbs-down{background-position:-120px -144px}.icon-hand-right{background-position:-144px -144px}.icon-hand-left{background-position:-168px -144px}.icon-hand-up{background-position:-192px -144px}.icon-hand-down{background-position:-216px -144px}.icon-circle-arrow-right{background-position:-240px -144px}.icon-circle-arrow-left{background-position:-264px -144px}.icon-circle-arrow-up{background-position:-288px -144px}.icon-circle-arrow-down{background-position:-312px -144px}.icon-globe{background-position:-336px -144px}.icon-wrench{background-position:-360px -144px}.icon-tasks{background-position:-384px -144px}.icon-filter{background-position:-408px -144px}.icon-briefcase{background-position:-432px -144px}.icon-fullscreen{background-position:-456px -144px}.dropup,.dropdown{position:relative}.dropdown-toggle{*margin-bottom:-3px}.dropdown-toggle:active,.open .dropdown-toggle{outline:0}.caret{display:inline-block;width:0;height:0;vertical-align:top;border-top:4px solid #000;border-right:4px solid transparent;border-left:4px solid transparent;content:""}.dropdown .caret{margin-top:8px;margin-left:2px}.dropdown-menu{position:absolute;top:100%;left:0;z-index:1000;display:none;float:left;min-width:160px;padding:5px 0;margin:2px 0 0;list-style:none;background-color:#fff;border:1px solid #ccc;border:1px solid rgba(0,0,0,0.2);*border-right-width:2px;*border-bottom-width:2px;-webkit-border-radius:6px;-moz-border-radius:6px;border-radius:6px;-webkit-box-shadow:0 5px 10px rgba(0,0,0,0.2);-moz-box-shadow:0 5px 10px rgba(0,0,0,0.2);box-shadow:0 5px 10px rgba(0,0,0,0.2);-webkit-background-clip:padding-box;-moz-background-clip:padding;background-clip:padding-box}.dropdown-menu.pull-right{right:0;left:auto}.dropdown-menu .divider{*width:100%;height:1px;margin:9px 1px;*margin:-5px 0 5px;overflow:hidden;background-color:#e5e5e5;border-bottom:1px solid #fff}.dropdown-menu>li>a{display:block;padding:3px 20px;clear:both;font-weight:normal;line-height:20px;color:#333;white-space:nowrap}.dropdown-menu>li>a:hover,.dropdown-menu>li>a:focus,.dropdown-submenu:hover>a,.dropdown-submenu:focus>a{color:#fff;text-decoration:none;background-color:#0081c2;background-image:-moz-linear-gradient(top,#08c,#0077b3);background-image:-webkit-gradient(linear,0 0,0 100%,from(#08c),to(#0077b3));background-image:-webkit-linear-gradient(top,#08c,#0077b3);background-image:-o-linear-gradient(top,#08c,#0077b3);background-image:linear-gradient(to bottom,#08c,#0077b3);background-repeat:repeat-x;filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff0088cc',endColorstr='#ff0077b3',GradientType=0)}.dropdown-menu>.active>a,.dropdown-menu>.active>a:hover,.dropdown-menu>.active>a:focus{color:#fff;text-decoration:none;background-color:#0081c2;background-image:-moz-linear-gradient(top,#08c,#0077b3);background-image:-webkit-gradient(linear,0 0,0 100%,from(#08c),to(#0077b3));background-image:-webkit-linear-gradient(top,#08c,#0077b3);background-image:-o-linear-gradient(top,#08c,#0077b3);background-image:linear-gradient(to bottom,#08c,#0077b3);background-repeat:repeat-x;outline:0;filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff0088cc',endColorstr='#ff0077b3',GradientType=0)}.dropdown-menu>.disabled>a,.dropdown-menu>.disabled>a:hover,.dropdown-menu>.disabled>a:focus{color:#999}.dropdown-menu>.disabled>a:hover,.dropdown-menu>.disabled>a:focus{text-decoration:none;cursor:default;background-color:transparent;background-image:none;filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.open{*z-index:1000}.open>.dropdown-menu{display:block}.dropdown-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:990}.pull-right>.dropdown-menu{right:0;left:auto}.dropup .caret,.navbar-fixed-bottom .dropdown .caret{border-top:0;border-bottom:4px solid #000;content:""}.dropup .dropdown-menu,.navbar-fixed-bottom .dropdown .dropdown-menu{top:auto;bottom:100%;margin-bottom:1px}.dropdown-submenu{position:relative}.dropdown-submenu>.dropdown-menu{top:0;left:100%;margin-top:-6px;margin-left:-1px;-webkit-border-radius:0 6px 6px 6px;-moz-border-radius:0 6px 6px 6px;border-radius:0 6px 6px 6px}.dropdown-submenu:hover>.dropdown-menu{display:block}.dropup .dropdown-submenu>.dropdown-menu{top:auto;bottom:0;margin-top:0;margin-bottom:-2px;-webkit-border-radius:5px 5px 5px 0;-moz-border-radius:5px 5px 5px 0;border-radius:5px 5px 5px 0}.dropdown-submenu>a:after{display:block;float:right;width:0;height:0;margin-top:5px;margin-right:-10px;border-color:transparent;border-left-color:#ccc;border-style:solid;border-width:5px 0 5px 5px;content:" "}.dropdown-submenu:hover>a:after{border-left-color:#fff}.dropdown-submenu.pull-left{float:none}.dropdown-submenu.pull-left>.dropdown-menu{left:-100%;margin-left:10px;-webkit-border-radius:6px 0 6px 6px;-moz-border-radius:6px 0 6px 6px;border-radius:6px 0 6px 6px}.dropdown .dropdown-menu .nav-header{padding-right:20px;padding-left:20px}.typeahead{z-index:1051;margin-top:2px;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px}.well{min-height:20px;padding:19px;margin-bottom:20px;background-color:#f5f5f5;border:1px solid #e3e3e3;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.05);-moz-box-shadow:inset 0 1px 1px rgba(0,0,0,0.05);box-shadow:inset 0 1px 1px rgba(0,0,0,0.05)}.well blockquote{border-color:#ddd;border-color:rgba(0,0,0,0.15)}.well-large{padding:24px;-webkit-border-radius:6px;-moz-border-radius:6px;border-radius:6px}.well-small{padding:9px;-webkit-border-radius:3px;-moz-border-radius:3px;border-radius:3px}.fade{opacity:0;-webkit-transition:opacity .15s linear;-moz-transition:opacity .15s linear;-o-transition:opacity .15s linear;transition:opacity .15s linear}.fade.in{opacity:1}.collapse{position:relative;height:0;overflow:hidden;-webkit-transition:height .35s ease;-moz-transition:height .35s ease;-o-transition:height .35s ease;transition:height .35s ease}.collapse.in{height:auto}.close{float:right;font-size:20px;font-weight:bold;line-height:20px;color:#000;text-shadow:0 1px 0 #fff;opacity:.2;filter:alpha(opacity=20)}.close:hover,.close:focus{color:#000;text-decoration:none;cursor:pointer;opacity:.4;filter:alpha(opacity=40)}button.close{padding:0;cursor:pointer;background:transparent;border:0;-webkit-appearance:none}.btn{display:inline-block;*display:inline;padding:4px 12px;margin-bottom:0;*margin-left:.3em;font-size:14px;line-height:20px;color:#333;text-align:center;text-shadow:0 1px 1px rgba(255,255,255,0.75);vertical-align:middle;cursor:pointer;background-color:#f5f5f5;*background-color:#e6e6e6;background-image:-moz-linear-gradient(top,#fff,#e6e6e6);background-image:-webkit-gradient(linear,0 0,0 100%,from(#fff),to(#e6e6e6));background-image:-webkit-linear-gradient(top,#fff,#e6e6e6);background-image:-o-linear-gradient(top,#fff,#e6e6e6);background-image:linear-gradient(to bottom,#fff,#e6e6e6);background-repeat:repeat-x;border:1px solid #ccc;*border:0;border-color:#e6e6e6 #e6e6e6 #bfbfbf;border-color:rgba(0,0,0,0.1) rgba(0,0,0,0.1) rgba(0,0,0,0.25);border-bottom-color:#b3b3b3;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px;filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffffffff',endColorstr='#ffe6e6e6',GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);*zoom:1;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,0.2),0 1px 2px rgba(0,0,0,0.05);-moz-box-shadow:inset 0 1px 0 rgba(255,255,255,0.2),0 1px 2px rgba(0,0,0,0.05);box-shadow:inset 0 1px 0 rgba(255,255,255,0.2),0 1px 2px rgba(0,0,0,0.05)}.btn:hover,.btn:focus,.btn:active,.btn.active,.btn.disabled,.btn[disabled]{color:#333;background-color:#e6e6e6;*background-color:#d9d9d9}.btn:active,.btn.active{background-color:#ccc \9}.btn:first-child{*margin-left:0}.btn:hover,.btn:focus{color:#333;text-decoration:none;background-position:0 -15px;-webkit-transition:background-position .1s linear;-moz-transition:background-position .1s linear;-o-transition:background-position .1s linear;transition:background-position .1s linear}.btn:focus{outline:thin dotted #333;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}.btn.active,.btn:active{background-image:none;outline:0;-webkit-box-shadow:inset 0 2px 4px rgba(0,0,0,0.15),0 1px 2px rgba(0,0,0,0.05);-moz-box-shadow:inset 0 2px 4px rgba(0,0,0,0.15),0 1px 2px rgba(0,0,0,0.05);box-shadow:inset 0 2px 4px rgba(0,0,0,0.15),0 1px 2px rgba(0,0,0,0.05)}.btn.disabled,.btn[disabled]{cursor:default;background-image:none;opacity:.65;filter:alpha(opacity=65);-webkit-box-shadow:none;-moz-box-shadow:none;box-shadow:none}.btn-large{padding:11px 19px;font-size:17.5px;-webkit-border-radius:6px;-moz-border-radius:6px;border-radius:6px}.btn-large [class^="icon-"],.btn-large [class*=" icon-"]{margin-top:4px}.btn-small{padding:2px 10px;font-size:11.9px;-webkit-border-radius:3px;-moz-border-radius:3px;border-radius:3px}.btn-small [class^="icon-"],.btn-small [class*=" icon-"]{margin-top:0}.btn-mini [class^="icon-"],.btn-mini [class*=" icon-"]{margin-top:-1px}.btn-mini{padding:0 6px;font-size:10.5px;-webkit-border-radius:3px;-moz-border-radius:3px;border-radius:3px}.btn-block{display:block;width:100%;padding-right:0;padding-left:0;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}.btn-block+.btn-block{margin-top:5px}input[type="submit"].btn-block,input[type="reset"].btn-block,input[type="button"].btn-block{width:100%}.btn-primary.active,.btn-warning.active,.btn-danger.active,.btn-success.active,.btn-info.active,.btn-inverse.active{color:rgba(255,255,255,0.75)}.btn-primary{color:#fff;text-shadow:0 -1px 0 rgba(0,0,0,0.25);background-color:#006dcc;*background-color:#04c;background-image:-moz-linear-gradient(top,#08c,#04c);background-image:-webkit-gradient(linear,0 0,0 100%,from(#08c),to(#04c));background-image:-webkit-linear-gradient(top,#08c,#04c);background-image:-o-linear-gradient(top,#08c,#04c);background-image:linear-gradient(to bottom,#08c,#04c);background-repeat:repeat-x;border-color:#04c #04c #002a80;border-color:rgba(0,0,0,0.1) rgba(0,0,0,0.1) rgba(0,0,0,0.25);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff0088cc',endColorstr='#ff0044cc',GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.btn-primary:hover,.btn-primary:focus,.btn-primary:active,.btn-primary.active,.btn-primary.disabled,.btn-primary[disabled]{color:#fff;background-color:#04c;*background-color:#003bb3}.btn-primary:active,.btn-primary.active{background-color:#039 \9}.btn-warning{color:#fff;text-shadow:0 -1px 0 rgba(0,0,0,0.25);background-color:#faa732;*background-color:#f89406;background-image:-moz-linear-gradient(top,#fbb450,#f89406);background-image:-webkit-gradient(linear,0 0,0 100%,from(#fbb450),to(#f89406));background-image:-webkit-linear-gradient(top,#fbb450,#f89406);background-image:-o-linear-gradient(top,#fbb450,#f89406);background-image:linear-gradient(to bottom,#fbb450,#f89406);background-repeat:repeat-x;border-color:#f89406 #f89406 #ad6704;border-color:rgba(0,0,0,0.1) rgba(0,0,0,0.1) rgba(0,0,0,0.25);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fffbb450',endColorstr='#fff89406',GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.btn-warning:hover,.btn-warning:focus,.btn-warning:active,.btn-warning.active,.btn-warning.disabled,.btn-warning[disabled]{color:#fff;background-color:#f89406;*background-color:#df8505}.btn-warning:active,.btn-warning.active{background-color:#c67605 \9}.btn-danger{color:#fff;text-shadow:0 -1px 0 rgba(0,0,0,0.25);background-color:#da4f49;*background-color:#bd362f;background-image:-moz-linear-gradient(top,#ee5f5b,#bd362f);background-image:-webkit-gradient(linear,0 0,0 100%,from(#ee5f5b),to(#bd362f));background-image:-webkit-linear-gradient(top,#ee5f5b,#bd362f);background-image:-o-linear-gradient(top,#ee5f5b,#bd362f);background-image:linear-gradient(to bottom,#ee5f5b,#bd362f);background-repeat:repeat-x;border-color:#bd362f #bd362f #802420;border-color:rgba(0,0,0,0.1) rgba(0,0,0,0.1) rgba(0,0,0,0.25);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffee5f5b',endColorstr='#ffbd362f',GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.btn-danger:hover,.btn-danger:focus,.btn-danger:active,.btn-danger.active,.btn-danger.disabled,.btn-danger[disabled]{color:#fff;background-color:#bd362f;*background-color:#a9302a}.btn-danger:active,.btn-danger.active{background-color:#942a25 \9}.btn-success{color:#fff;text-shadow:0 -1px 0 rgba(0,0,0,0.25);background-color:#5bb75b;*background-color:#51a351;background-image:-moz-linear-gradient(top,#62c462,#51a351);background-image:-webkit-gradient(linear,0 0,0 100%,from(#62c462),to(#51a351));background-image:-webkit-linear-gradient(top,#62c462,#51a351);background-image:-o-linear-gradient(top,#62c462,#51a351);background-image:linear-gradient(to bottom,#62c462,#51a351);background-repeat:repeat-x;border-color:#51a351 #51a351 #387038;border-color:rgba(0,0,0,0.1) rgba(0,0,0,0.1) rgba(0,0,0,0.25);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff62c462',endColorstr='#ff51a351',GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.btn-success:hover,.btn-success:focus,.btn-success:active,.btn-success.active,.btn-success.disabled,.btn-success[disabled]{color:#fff;background-color:#51a351;*background-color:#499249}.btn-success:active,.btn-success.active{background-color:#408140 \9}.btn-info{color:#fff;text-shadow:0 -1px 0 rgba(0,0,0,0.25);background-color:#49afcd;*background-color:#2f96b4;background-image:-moz-linear-gradient(top,#5bc0de,#2f96b4);background-image:-webkit-gradient(linear,0 0,0 100%,from(#5bc0de),to(#2f96b4));background-image:-webkit-linear-gradient(top,#5bc0de,#2f96b4);background-image:-o-linear-gradient(top,#5bc0de,#2f96b4);background-image:linear-gradient(to bottom,#5bc0de,#2f96b4);background-repeat:repeat-x;border-color:#2f96b4 #2f96b4 #1f6377;border-color:rgba(0,0,0,0.1) rgba(0,0,0,0.1) rgba(0,0,0,0.25);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff5bc0de',endColorstr='#ff2f96b4',GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.btn-info:hover,.btn-info:focus,.btn-info:active,.btn-info.active,.btn-info.disabled,.btn-info[disabled]{color:#fff;background-color:#2f96b4;*background-color:#2a85a0}.btn-info:active,.btn-info.active{background-color:#24748c \9}.btn-inverse{color:#fff;text-shadow:0 -1px 0 rgba(0,0,0,0.25);background-color:#363636;*background-color:#222;background-image:-moz-linear-gradient(top,#444,#222);background-image:-webkit-gradient(linear,0 0,0 100%,from(#444),to(#222));background-image:-webkit-linear-gradient(top,#444,#222);background-image:-o-linear-gradient(top,#444,#222);background-image:linear-gradient(to bottom,#444,#222);background-repeat:repeat-x;border-color:#222 #222 #000;border-color:rgba(0,0,0,0.1) rgba(0,0,0,0.1) rgba(0,0,0,0.25);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff444444',endColorstr='#ff222222',GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.btn-inverse:hover,.btn-inverse:focus,.btn-inverse:active,.btn-inverse.active,.btn-inverse.disabled,.btn-inverse[disabled]{color:#fff;background-color:#222;*background-color:#151515}.btn-inverse:active,.btn-inverse.active{background-color:#080808 \9}button.btn,input[type="submit"].btn{*padding-top:3px;*padding-bottom:3px}button.btn::-moz-focus-inner,input[type="submit"].btn::-moz-focus-inner{padding:0;border:0}button.btn.btn-large,input[type="submit"].btn.btn-large{*padding-top:7px;*padding-bottom:7px}button.btn.btn-small,input[type="submit"].btn.btn-small{*padding-top:3px;*padding-bottom:3px}button.btn.btn-mini,input[type="submit"].btn.btn-mini{*padding-top:1px;*padding-bottom:1px}.btn-link,.btn-link:active,.btn-link[disabled]{background-color:transparent;background-image:none;-webkit-box-shadow:none;-moz-box-shadow:none;box-shadow:none}.btn-link{color:#08c;cursor:pointer;border-color:transparent;-webkit-border-radius:0;-moz-border-radius:0;border-radius:0}.btn-link:hover,.btn-link:focus{color:#005580;text-decoration:underline;background-color:transparent}.btn-link[disabled]:hover,.btn-link[disabled]:focus{color:#333;text-decoration:none}.btn-group{position:relative;display:inline-block;*display:inline;*margin-left:.3em;font-size:0;white-space:nowrap;vertical-align:middle;*zoom:1}.btn-group:first-child{*margin-left:0}.btn-group+.btn-group{margin-left:5px}.btn-toolbar{margin-top:10px;margin-bottom:10px;font-size:0}.btn-toolbar>.btn+.btn,.btn-toolbar>.btn-group+.btn,.btn-toolbar>.btn+.btn-group{margin-left:5px}.btn-group>.btn{position:relative;-webkit-border-radius:0;-moz-border-radius:0;border-radius:0}.btn-group>.btn+.btn{margin-left:-1px}.btn-group>.btn,.btn-group>.dropdown-menu,.btn-group>.popover{font-size:14px}.btn-group>.btn-mini{font-size:10.5px}.btn-group>.btn-small{font-size:11.9px}.btn-group>.btn-large{font-size:17.5px}.btn-group>.btn:first-child{margin-left:0;-webkit-border-bottom-left-radius:4px;border-bottom-left-radius:4px;-webkit-border-top-left-radius:4px;border-top-left-radius:4px;-moz-border-radius-bottomleft:4px;-moz-border-radius-topleft:4px}.btn-group>.btn:last-child,.btn-group>.dropdown-toggle{-webkit-border-top-right-radius:4px;border-top-right-radius:4px;-webkit-border-bottom-right-radius:4px;border-bottom-right-radius:4px;-moz-border-radius-topright:4px;-moz-border-radius-bottomright:4px}.btn-group>.btn.large:first-child{margin-left:0;-webkit-border-bottom-left-radius:6px;border-bottom-left-radius:6px;-webkit-border-top-left-radius:6px;border-top-left-radius:6px;-moz-border-radius-bottomleft:6px;-moz-border-radius-topleft:6px}.btn-group>.btn.large:last-child,.btn-group>.large.dropdown-toggle{-webkit-border-top-right-radius:6px;border-top-right-radius:6px;-webkit-border-bottom-right-radius:6px;border-bottom-right-radius:6px;-moz-border-radius-topright:6px;-moz-border-radius-bottomright:6px}.btn-group>.btn:hover,.btn-group>.btn:focus,.btn-group>.btn:active,.btn-group>.btn.active{z-index:2}.btn-group .dropdown-toggle:active,.btn-group.open .dropdown-toggle{outline:0}.btn-group>.btn+.dropdown-toggle{*padding-top:5px;padding-right:8px;*padding-bottom:5px;padding-left:8px;-webkit-box-shadow:inset 1px 0 0 rgba(255,255,255,0.125),inset 0 1px 0 rgba(255,255,255,0.2),0 1px 2px rgba(0,0,0,0.05);-moz-box-shadow:inset 1px 0 0 rgba(255,255,255,0.125),inset 0 1px 0 rgba(255,255,255,0.2),0 1px 2px rgba(0,0,0,0.05);box-shadow:inset 1px 0 0 rgba(255,255,255,0.125),inset 0 1px 0 rgba(255,255,255,0.2),0 1px 2px rgba(0,0,0,0.05)}.btn-group>.btn-mini+.dropdown-toggle{*padding-top:2px;padding-right:5px;*padding-bottom:2px;padding-left:5px}.btn-group>.btn-small+.dropdown-toggle{*padding-top:5px;*padding-bottom:4px}.btn-group>.btn-large+.dropdown-toggle{*padding-top:7px;padding-right:12px;*padding-bottom:7px;padding-left:12px}.btn-group.open .dropdown-toggle{background-image:none;-webkit-box-shadow:inset 0 2px 4px rgba(0,0,0,0.15),0 1px 2px rgba(0,0,0,0.05);-moz-box-shadow:inset 0 2px 4px rgba(0,0,0,0.15),0 1px 2px rgba(0,0,0,0.05);box-shadow:inset 0 2px 4px rgba(0,0,0,0.15),0 1px 2px rgba(0,0,0,0.05)}.btn-group.open .btn.dropdown-toggle{background-color:#e6e6e6}.btn-group.open .btn-primary.dropdown-toggle{background-color:#04c}.btn-group.open .btn-warning.dropdown-toggle{background-color:#f89406}.btn-group.open .btn-danger.dropdown-toggle{background-color:#bd362f}.btn-group.open .btn-success.dropdown-toggle{background-color:#51a351}.btn-group.open .btn-info.dropdown-toggle{background-color:#2f96b4}.btn-group.open .btn-inverse.dropdown-toggle{background-color:#222}.btn .caret{margin-top:8px;margin-left:0}.btn-large .caret{margin-top:6px}.btn-large .caret{border-top-width:5px;border-right-width:5px;border-left-width:5px}.btn-mini .caret,.btn-small .caret{margin-top:8px}.dropup .btn-large .caret{border-bottom-width:5px}.btn-primary .caret,.btn-warning .caret,.btn-danger .caret,.btn-info .caret,.btn-success .caret,.btn-inverse .caret{border-top-color:#fff;border-bottom-color:#fff}.btn-group-vertical{display:inline-block;*display:inline;*zoom:1}.btn-group-vertical>.btn{display:block;float:none;max-width:100%;-webkit-border-radius:0;-moz-border-radius:0;border-radius:0}.btn-group-vertical>.btn+.btn{margin-top:-1px;margin-left:0}.btn-group-vertical>.btn:first-child{-webkit-border-radius:4px 4px 0 0;-moz-border-radius:4px 4px 0 0;border-radius:4px 4px 0 0}.btn-group-vertical>.btn:last-child{-webkit-border-radius:0 0 4px 4px;-moz-border-radius:0 0 4px 4px;border-radius:0 0 4px 4px}.btn-group-vertical>.btn-large:first-child{-webkit-border-radius:6px 6px 0 0;-moz-border-radius:6px 6px 0 0;border-radius:6px 6px 0 0}.btn-group-vertical>.btn-large:last-child{-webkit-border-radius:0 0 6px 6px;-moz-border-radius:0 0 6px 6px;border-radius:0 0 6px 6px}.alert{padding:8px 35px 8px 14px;margin-bottom:20px;text-shadow:0 1px 0 rgba(255,255,255,0.5);background-color:#fcf8e3;border:1px solid #fbeed5;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px}.alert,.alert h4{color:#c09853}.alert h4{margin:0}.alert .close{position:relative;top:-2px;right:-21px;line-height:20px}.alert-success{color:#468847;background-color:#dff0d8;border-color:#d6e9c6}.alert-success h4{color:#468847}.alert-danger,.alert-error{color:#b94a48;background-color:#f2dede;border-color:#eed3d7}.alert-danger h4,.alert-error h4{color:#b94a48}.alert-info{color:#3a87ad;background-color:#d9edf7;border-color:#bce8f1}.alert-info h4{color:#3a87ad}.alert-block{padding-top:14px;padding-bottom:14px}.alert-block>p,.alert-block>ul{margin-bottom:0}.alert-block p+p{margin-top:5px}.nav{margin-bottom:20px;margin-left:0;list-style:none}.nav>li>a{display:block}.nav>li>a:hover,.nav>li>a:focus{text-decoration:none;background-color:#eee}.nav>li>a>img{max-width:none}.nav>.pull-right{float:right}.nav-header{display:block;padding:3px 15px;font-size:11px;font-weight:bold;line-height:20px;color:#999;text-shadow:0 1px 0 rgba(255,255,255,0.5);text-transform:uppercase}.nav li+.nav-header{margin-top:9px}.nav-list{padding-right:15px;padding-left:15px;margin-bottom:0}.nav-list>li>a,.nav-list .nav-header{margin-right:-15px;margin-left:-15px;text-shadow:0 1px 0 rgba(255,255,255,0.5)}.nav-list>li>a{padding:3px 15px}.nav-list>.active>a,.nav-list>.active>a:hover,.nav-list>.active>a:focus{color:#fff;text-shadow:0 -1px 0 rgba(0,0,0,0.2);background-color:#08c}.nav-list [class^="icon-"],.nav-list [class*=" icon-"]{margin-right:2px}.nav-list .divider{*width:100%;height:1px;margin:9px 1px;*margin:-5px 0 5px;overflow:hidden;background-color:#e5e5e5;border-bottom:1px solid #fff}.nav-tabs,.nav-pills{*zoom:1}.nav-tabs:before,.nav-pills:before,.nav-tabs:after,.nav-pills:after{display:table;line-height:0;content:""}.nav-tabs:after,.nav-pills:after{clear:both}.nav-tabs>li,.nav-pills>li{float:left}.nav-tabs>li>a,.nav-pills>li>a{padding-right:12px;padding-left:12px;margin-right:2px;line-height:14px}.nav-tabs{border-bottom:1px solid #ddd}.nav-tabs>li{margin-bottom:-1px}.nav-tabs>li>a{padding-top:8px;padding-bottom:8px;line-height:20px;border:1px solid transparent;-webkit-border-radius:4px 4px 0 0;-moz-border-radius:4px 4px 0 0;border-radius:4px 4px 0 0}.nav-tabs>li>a:hover,.nav-tabs>li>a:focus{border-color:#eee #eee #ddd}.nav-tabs>.active>a,.nav-tabs>.active>a:hover,.nav-tabs>.active>a:focus{color:#555;cursor:default;background-color:#fff;border:1px solid #ddd;border-bottom-color:transparent}.nav-pills>li>a{padding-top:8px;padding-bottom:8px;margin-top:2px;margin-bottom:2px;-webkit-border-radius:5px;-moz-border-radius:5px;border-radius:5px}.nav-pills>.active>a,.nav-pills>.active>a:hover,.nav-pills>.active>a:focus{color:#fff;background-color:#08c}.nav-stacked>li{float:none}.nav-stacked>li>a{margin-right:0}.nav-tabs.nav-stacked{border-bottom:0}.nav-tabs.nav-stacked>li>a{border:1px solid #ddd;-webkit-border-radius:0;-moz-border-radius:0;border-radius:0}.nav-tabs.nav-stacked>li:first-child>a{-webkit-border-top-right-radius:4px;border-top-right-radius:4px;-webkit-border-top-left-radius:4px;border-top-left-radius:4px;-moz-border-radius-topright:4px;-moz-border-radius-topleft:4px}.nav-tabs.nav-stacked>li:last-child>a{-webkit-border-bottom-right-radius:4px;border-bottom-right-radius:4px;-webkit-border-bottom-left-radius:4px;border-bottom-left-radius:4px;-moz-border-radius-bottomright:4px;-moz-border-radius-bottomleft:4px}.nav-tabs.nav-stacked>li>a:hover,.nav-tabs.nav-stacked>li>a:focus{z-index:2;border-color:#ddd}.nav-pills.nav-stacked>li>a{margin-bottom:3px}.nav-pills.nav-stacked>li:last-child>a{margin-bottom:1px}.nav-tabs .dropdown-menu{-webkit-border-radius:0 0 6px 6px;-moz-border-radius:0 0 6px 6px;border-radius:0 0 6px 6px}.nav-pills .dropdown-menu{-webkit-border-radius:6px;-moz-border-radius:6px;border-radius:6px}.nav .dropdown-toggle .caret{margin-top:6px;border-top-color:#08c;border-bottom-color:#08c}.nav .dropdown-toggle:hover .caret,.nav .dropdown-toggle:focus .caret{border-top-color:#005580;border-bottom-color:#005580}.nav-tabs .dropdown-toggle .caret{margin-top:8px}.nav .active .dropdown-toggle .caret{border-top-color:#fff;border-bottom-color:#fff}.nav-tabs .active .dropdown-toggle .caret{border-top-color:#555;border-bottom-color:#555}.nav>.dropdown.active>a:hover,.nav>.dropdown.active>a:focus{cursor:pointer}.nav-tabs .open .dropdown-toggle,.nav-pills .open .dropdown-toggle,.nav>li.dropdown.open.active>a:hover,.nav>li.dropdown.open.active>a:focus{color:#fff;background-color:#999;border-color:#999}.nav li.dropdown.open .caret,.nav li.dropdown.open.active .caret,.nav li.dropdown.open a:hover .caret,.nav li.dropdown.open a:focus .caret{border-top-color:#fff;border-bottom-color:#fff;opacity:1;filter:alpha(opacity=100)}.tabs-stacked .open>a:hover,.tabs-stacked .open>a:focus{border-color:#999}.tabbable{*zoom:1}.tabbable:before,.tabbable:after{display:table;line-height:0;content:""}.tabbable:after{clear:both}.tab-content{overflow:auto}.tabs-below>.nav-tabs,.tabs-right>.nav-tabs,.tabs-left>.nav-tabs{border-bottom:0}.tab-content>.tab-pane,.pill-content>.pill-pane{display:none}.tab-content>.active,.pill-content>.active{display:block}.tabs-below>.nav-tabs{border-top:1px solid #ddd}.tabs-below>.nav-tabs>li{margin-top:-1px;margin-bottom:0}.tabs-below>.nav-tabs>li>a{-webkit-border-radius:0 0 4px 4px;-moz-border-radius:0 0 4px 4px;border-radius:0 0 4px 4px}.tabs-below>.nav-tabs>li>a:hover,.tabs-below>.nav-tabs>li>a:focus{border-top-color:#ddd;border-bottom-color:transparent}.tabs-below>.nav-tabs>.active>a,.tabs-below>.nav-tabs>.active>a:hover,.tabs-below>.nav-tabs>.active>a:focus{border-color:transparent #ddd #ddd #ddd}.tabs-left>.nav-tabs>li,.tabs-right>.nav-tabs>li{float:none}.tabs-left>.nav-tabs>li>a,.tabs-right>.nav-tabs>li>a{min-width:74px;margin-right:0;margin-bottom:3px}.tabs-left>.nav-tabs{float:left;margin-right:19px;border-right:1px solid #ddd}.tabs-left>.nav-tabs>li>a{margin-right:-1px;-webkit-border-radius:4px 0 0 4px;-moz-border-radius:4px 0 0 4px;border-radius:4px 0 0 4px}.tabs-left>.nav-tabs>li>a:hover,.tabs-left>.nav-tabs>li>a:focus{border-color:#eee #ddd #eee #eee}.tabs-left>.nav-tabs .active>a,.tabs-left>.nav-tabs .active>a:hover,.tabs-left>.nav-tabs .active>a:focus{border-color:#ddd transparent #ddd #ddd;*border-right-color:#fff}.tabs-right>.nav-tabs{float:right;margin-left:19px;border-left:1px solid #ddd}.tabs-right>.nav-tabs>li>a{margin-left:-1px;-webkit-border-radius:0 4px 4px 0;-moz-border-radius:0 4px 4px 0;border-radius:0 4px 4px 0}.tabs-right>.nav-tabs>li>a:hover,.tabs-right>.nav-tabs>li>a:focus{border-color:#eee #eee #eee #ddd}.tabs-right>.nav-tabs .active>a,.tabs-right>.nav-tabs .active>a:hover,.tabs-right>.nav-tabs .active>a:focus{border-color:#ddd #ddd #ddd transparent;*border-left-color:#fff}.nav>.disabled>a{color:#999}.nav>.disabled>a:hover,.nav>.disabled>a:focus{text-decoration:none;cursor:default;background-color:transparent}.navbar{*position:relative;*z-index:2;margin-bottom:20px;overflow:visible}.navbar-inner{min-height:40px;padding-right:20px;padding-left:20px;background-color:#fafafa;background-image:-moz-linear-gradient(top,#fff,#f2f2f2);background-image:-webkit-gradient(linear,0 0,0 100%,from(#fff),to(#f2f2f2));background-image:-webkit-linear-gradient(top,#fff,#f2f2f2);background-image:-o-linear-gradient(top,#fff,#f2f2f2);background-image:linear-gradient(to bottom,#fff,#f2f2f2);background-repeat:repeat-x;border:1px solid #d4d4d4;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px;filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffffffff',endColorstr='#fff2f2f2',GradientType=0);*zoom:1;-webkit-box-shadow:0 1px 4px rgba(0,0,0,0.065);-moz-box-shadow:0 1px 4px rgba(0,0,0,0.065);box-shadow:0 1px 4px rgba(0,0,0,0.065)}.navbar-inner:before,.navbar-inner:after{display:table;line-height:0;content:""}.navbar-inner:after{clear:both}.navbar .container{width:auto}.nav-collapse.collapse{height:auto;overflow:visible}.navbar .brand{display:block;float:left;padding:10px 20px 10px;margin-left:-20px;font-size:20px;font-weight:200;color:#777;text-shadow:0 1px 0 #fff}.navbar .brand:hover,.navbar .brand:focus{text-decoration:none}.navbar-text{margin-bottom:0;line-height:40px;color:#777}.navbar-link{color:#777}.navbar-link:hover,.navbar-link:focus{color:#333}.navbar .divider-vertical{height:40px;margin:0 9px;border-right:1px solid #fff;border-left:1px solid #f2f2f2}.navbar .btn,.navbar .btn-group{margin-top:5px}.navbar .btn-group .btn,.navbar .input-prepend .btn,.navbar .input-append .btn,.navbar .input-prepend .btn-group,.navbar .input-append .btn-group{margin-top:0}.navbar-form{margin-bottom:0;*zoom:1}.navbar-form:before,.navbar-form:after{display:table;line-height:0;content:""}.navbar-form:after{clear:both}.navbar-form input,.navbar-form select,.navbar-form .radio,.navbar-form .checkbox{margin-top:5px}.navbar-form input,.navbar-form select,.navbar-form .btn{display:inline-block;margin-bottom:0}.navbar-form input[type="image"],.navbar-form input[type="checkbox"],.navbar-form input[type="radio"]{margin-top:3px}.navbar-form .input-append,.navbar-form .input-prepend{margin-top:5px;white-space:nowrap}.navbar-form .input-append input,.navbar-form .input-prepend input{margin-top:0}.navbar-search{position:relative;float:left;margin-top:5px;margin-bottom:0}.navbar-search .search-query{padding:4px 14px;margin-bottom:0;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:13px;font-weight:normal;line-height:1;-webkit-border-radius:15px;-moz-border-radius:15px;border-radius:15px}.navbar-static-top{position:static;margin-bottom:0}.navbar-static-top .navbar-inner{-webkit-border-radius:0;-moz-border-radius:0;border-radius:0}.navbar-fixed-top,.navbar-fixed-bottom{position:fixed;right:0;left:0;z-index:1030;margin-bottom:0}.navbar-fixed-top .navbar-inner,.navbar-static-top .navbar-inner{border-width:0 0 1px}.navbar-fixed-bottom .navbar-inner{border-width:1px 0 0}.navbar-fixed-top .navbar-inner,.navbar-fixed-bottom .navbar-inner{padding-right:0;padding-left:0;-webkit-border-radius:0;-moz-border-radius:0;border-radius:0}.navbar-static-top .container,.navbar-fixed-top .container,.navbar-fixed-bottom .container{width:940px}.navbar-fixed-top{top:0}.navbar-fixed-top .navbar-inner,.navbar-static-top .navbar-inner{-webkit-box-shadow:0 1px 10px rgba(0,0,0,0.1);-moz-box-shadow:0 1px 10px rgba(0,0,0,0.1);box-shadow:0 1px 10px rgba(0,0,0,0.1)}.navbar-fixed-bottom{bottom:0}.navbar-fixed-bottom .navbar-inner{-webkit-box-shadow:0 -1px 10px rgba(0,0,0,0.1);-moz-box-shadow:0 -1px 10px rgba(0,0,0,0.1);box-shadow:0 -1px 10px rgba(0,0,0,0.1)}.navbar .nav{position:relative;left:0;display:block;float:left;margin:0 10px 0 0}.navbar .nav.pull-right{float:right;margin-right:0}.navbar .nav>li{float:left}.navbar .nav>li>a{float:none;padding:10px 15px 10px;color:#777;text-decoration:none;text-shadow:0 1px 0 #fff}.navbar .nav .dropdown-toggle .caret{margin-top:8px}.navbar .nav>li>a:focus,.navbar .nav>li>a:hover{color:#333;text-decoration:none;background-color:transparent}.navbar .nav>.active>a,.navbar .nav>.active>a:hover,.navbar .nav>.active>a:focus{color:#555;text-decoration:none;background-color:#e5e5e5;-webkit-box-shadow:inset 0 3px 8px rgba(0,0,0,0.125);-moz-box-shadow:inset 0 3px 8px rgba(0,0,0,0.125);box-shadow:inset 0 3px 8px rgba(0,0,0,0.125)}.navbar .btn-navbar{display:none;float:right;padding:7px 10px;margin-right:5px;margin-left:5px;color:#fff;text-shadow:0 -1px 0 rgba(0,0,0,0.25);background-color:#ededed;*background-color:#e5e5e5;background-image:-moz-linear-gradient(top,#f2f2f2,#e5e5e5);background-image:-webkit-gradient(linear,0 0,0 100%,from(#f2f2f2),to(#e5e5e5));background-image:-webkit-linear-gradient(top,#f2f2f2,#e5e5e5);background-image:-o-linear-gradient(top,#f2f2f2,#e5e5e5);background-image:linear-gradient(to bottom,#f2f2f2,#e5e5e5);background-repeat:repeat-x;border-color:#e5e5e5 #e5e5e5 #bfbfbf;border-color:rgba(0,0,0,0.1) rgba(0,0,0,0.1) rgba(0,0,0,0.25);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff2f2f2',endColorstr='#ffe5e5e5',GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,0.1),0 1px 0 rgba(255,255,255,0.075);-moz-box-shadow:inset 0 1px 0 rgba(255,255,255,0.1),0 1px 0 rgba(255,255,255,0.075);box-shadow:inset 0 1px 0 rgba(255,255,255,0.1),0 1px 0 rgba(255,255,255,0.075)}.navbar .btn-navbar:hover,.navbar .btn-navbar:focus,.navbar .btn-navbar:active,.navbar .btn-navbar.active,.navbar .btn-navbar.disabled,.navbar .btn-navbar[disabled]{color:#fff;background-color:#e5e5e5;*background-color:#d9d9d9}.navbar .btn-navbar:active,.navbar .btn-navbar.active{background-color:#ccc \9}.navbar .btn-navbar .icon-bar{display:block;width:18px;height:2px;background-color:#f5f5f5;-webkit-border-radius:1px;-moz-border-radius:1px;border-radius:1px;-webkit-box-shadow:0 1px 0 rgba(0,0,0,0.25);-moz-box-shadow:0 1px 0 rgba(0,0,0,0.25);box-shadow:0 1px 0 rgba(0,0,0,0.25)}.btn-navbar .icon-bar+.icon-bar{margin-top:3px}.navbar .nav>li>.dropdown-menu:before{position:absolute;top:-7px;left:9px;display:inline-block;border-right:7px solid transparent;border-bottom:7px solid #ccc;border-left:7px solid transparent;border-bottom-color:rgba(0,0,0,0.2);content:''}.navbar .nav>li>.dropdown-menu:after{position:absolute;top:-6px;left:10px;display:inline-block;border-right:6px solid transparent;border-bottom:6px solid #fff;border-left:6px solid transparent;content:''}.navbar-fixed-bottom .nav>li>.dropdown-menu:before{top:auto;bottom:-7px;border-top:7px solid #ccc;border-bottom:0;border-top-color:rgba(0,0,0,0.2)}.navbar-fixed-bottom .nav>li>.dropdown-menu:after{top:auto;bottom:-6px;border-top:6px solid #fff;border-bottom:0}.navbar .nav li.dropdown>a:hover .caret,.navbar .nav li.dropdown>a:focus .caret{border-top-color:#333;border-bottom-color:#333}.navbar .nav li.dropdown.open>.dropdown-toggle,.navbar .nav li.dropdown.active>.dropdown-toggle,.navbar .nav li.dropdown.open.active>.dropdown-toggle{color:#555;background-color:#e5e5e5}.navbar .nav li.dropdown>.dropdown-toggle .caret{border-top-color:#777;border-bottom-color:#777}.navbar .nav li.dropdown.open>.dropdown-toggle .caret,.navbar .nav li.dropdown.active>.dropdown-toggle .caret,.navbar .nav li.dropdown.open.active>.dropdown-toggle .caret{border-top-color:#555;border-bottom-color:#555}.navbar .pull-right>li>.dropdown-menu,.navbar .nav>li>.dropdown-menu.pull-right{right:0;left:auto}.navbar .pull-right>li>.dropdown-menu:before,.navbar .nav>li>.dropdown-menu.pull-right:before{right:12px;left:auto}.navbar .pull-right>li>.dropdown-menu:after,.navbar .nav>li>.dropdown-menu.pull-right:after{right:13px;left:auto}.navbar .pull-right>li>.dropdown-menu .dropdown-menu,.navbar .nav>li>.dropdown-menu.pull-right .dropdown-menu{right:100%;left:auto;margin-right:-1px;margin-left:0;-webkit-border-radius:6px 0 6px 6px;-moz-border-radius:6px 0 6px 6px;border-radius:6px 0 6px 6px}.navbar-inverse .navbar-inner{background-color:#1b1b1b;background-image:-moz-linear-gradient(top,#222,#111);background-image:-webkit-gradient(linear,0 0,0 100%,from(#222),to(#111));background-image:-webkit-linear-gradient(top,#222,#111);background-image:-o-linear-gradient(top,#222,#111);background-image:linear-gradient(to bottom,#222,#111);background-repeat:repeat-x;border-color:#252525;filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff222222',endColorstr='#ff111111',GradientType=0)}.navbar-inverse .brand,.navbar-inverse .nav>li>a{color:#999;text-shadow:0 -1px 0 rgba(0,0,0,0.25)}.navbar-inverse .brand:hover,.navbar-inverse .nav>li>a:hover,.navbar-inverse .brand:focus,.navbar-inverse .nav>li>a:focus{color:#fff}.navbar-inverse .brand{color:#999}.navbar-inverse .navbar-text{color:#999}.navbar-inverse .nav>li>a:focus,.navbar-inverse .nav>li>a:hover{color:#fff;background-color:transparent}.navbar-inverse .nav .active>a,.navbar-inverse .nav .active>a:hover,.navbar-inverse .nav .active>a:focus{color:#fff;background-color:#111}.navbar-inverse .navbar-link{color:#999}.navbar-inverse .navbar-link:hover,.navbar-inverse .navbar-link:focus{color:#fff}.navbar-inverse .divider-vertical{border-right-color:#222;border-left-color:#111}.navbar-inverse .nav li.dropdown.open>.dropdown-toggle,.navbar-inverse .nav li.dropdown.active>.dropdown-toggle,.navbar-inverse .nav li.dropdown.open.active>.dropdown-toggle{color:#fff;background-color:#111}.navbar-inverse .nav li.dropdown>a:hover .caret,.navbar-inverse .nav li.dropdown>a:focus .caret{border-top-color:#fff;border-bottom-color:#fff}.navbar-inverse .nav li.dropdown>.dropdown-toggle .caret{border-top-color:#999;border-bottom-color:#999}.navbar-inverse .nav li.dropdown.open>.dropdown-toggle .caret,.navbar-inverse .nav li.dropdown.active>.dropdown-toggle .caret,.navbar-inverse .nav li.dropdown.open.active>.dropdown-toggle .caret{border-top-color:#fff;border-bottom-color:#fff}.navbar-inverse .navbar-search .search-query{color:#fff;background-color:#515151;border-color:#111;-webkit-box-shadow:inset 0 1px 2px rgba(0,0,0,0.1),0 1px 0 rgba(255,255,255,0.15);-moz-box-shadow:inset 0 1px 2px rgba(0,0,0,0.1),0 1px 0 rgba(255,255,255,0.15);box-shadow:inset 0 1px 2px rgba(0,0,0,0.1),0 1px 0 rgba(255,255,255,0.15);-webkit-transition:none;-moz-transition:none;-o-transition:none;transition:none}.navbar-inverse .navbar-search .search-query:-moz-placeholder{color:#ccc}.navbar-inverse .navbar-search .search-query:-ms-input-placeholder{color:#ccc}.navbar-inverse .navbar-search .search-query::-webkit-input-placeholder{color:#ccc}.navbar-inverse .navbar-search .search-query:focus,.navbar-inverse .navbar-search .search-query.focused{padding:5px 15px;color:#333;text-shadow:0 1px 0 #fff;background-color:#fff;border:0;outline:0;-webkit-box-shadow:0 0 3px rgba(0,0,0,0.15);-moz-box-shadow:0 0 3px rgba(0,0,0,0.15);box-shadow:0 0 3px rgba(0,0,0,0.15)}.navbar-inverse .btn-navbar{color:#fff;text-shadow:0 -1px 0 rgba(0,0,0,0.25);background-color:#0e0e0e;*background-color:#040404;background-image:-moz-linear-gradient(top,#151515,#040404);background-image:-webkit-gradient(linear,0 0,0 100%,from(#151515),to(#040404));background-image:-webkit-linear-gradient(top,#151515,#040404);background-image:-o-linear-gradient(top,#151515,#040404);background-image:linear-gradient(to bottom,#151515,#040404);background-repeat:repeat-x;border-color:#040404 #040404 #000;border-color:rgba(0,0,0,0.1) rgba(0,0,0,0.1) rgba(0,0,0,0.25);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff151515',endColorstr='#ff040404',GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.navbar-inverse .btn-navbar:hover,.navbar-inverse .btn-navbar:focus,.navbar-inverse .btn-navbar:active,.navbar-inverse .btn-navbar.active,.navbar-inverse .btn-navbar.disabled,.navbar-inverse .btn-navbar[disabled]{color:#fff;background-color:#040404;*background-color:#000}.navbar-inverse .btn-navbar:active,.navbar-inverse .btn-navbar.active{background-color:#000 \9}.breadcrumb{padding:8px 15px;margin:0 0 20px;list-style:none;background-color:#f5f5f5;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px}.breadcrumb>li{display:inline-block;*display:inline;text-shadow:0 1px 0 #fff;*zoom:1}.breadcrumb>li>.divider{padding:0 5px;color:#ccc}.breadcrumb>.active{color:#999}.pagination{margin:20px 0}.pagination ul{display:inline-block;*display:inline;margin-bottom:0;margin-left:0;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px;*zoom:1;-webkit-box-shadow:0 1px 2px rgba(0,0,0,0.05);-moz-box-shadow:0 1px 2px rgba(0,0,0,0.05);box-shadow:0 1px 2px rgba(0,0,0,0.05)}.pagination ul>li{display:inline}.pagination ul>li>a,.pagination ul>li>span{float:left;padding:4px 12px;line-height:20px;text-decoration:none;background-color:#fff;border:1px solid #ddd;border-left-width:0}.pagination ul>li>a:hover,.pagination ul>li>a:focus,.pagination ul>.active>a,.pagination ul>.active>span{background-color:#f5f5f5}.pagination ul>.active>a,.pagination ul>.active>span{color:#999;cursor:default}.pagination ul>.disabled>span,.pagination ul>.disabled>a,.pagination ul>.disabled>a:hover,.pagination ul>.disabled>a:focus{color:#999;cursor:default;background-color:transparent}.pagination ul>li:first-child>a,.pagination ul>li:first-child>span{border-left-width:1px;-webkit-border-bottom-left-radius:4px;border-bottom-left-radius:4px;-webkit-border-top-left-radius:4px;border-top-left-radius:4px;-moz-border-radius-bottomleft:4px;-moz-border-radius-topleft:4px}.pagination ul>li:last-child>a,.pagination ul>li:last-child>span{-webkit-border-top-right-radius:4px;border-top-right-radius:4px;-webkit-border-bottom-right-radius:4px;border-bottom-right-radius:4px;-moz-border-radius-topright:4px;-moz-border-radius-bottomright:4px}.pagination-centered{text-align:center}.pagination-right{text-align:right}.pagination-large ul>li>a,.pagination-large ul>li>span{padding:11px 19px;font-size:17.5px}.pagination-large ul>li:first-child>a,.pagination-large ul>li:first-child>span{-webkit-border-bottom-left-radius:6px;border-bottom-left-radius:6px;-webkit-border-top-left-radius:6px;border-top-left-radius:6px;-moz-border-radius-bottomleft:6px;-moz-border-radius-topleft:6px}.pagination-large ul>li:last-child>a,.pagination-large ul>li:last-child>span{-webkit-border-top-right-radius:6px;border-top-right-radius:6px;-webkit-border-bottom-right-radius:6px;border-bottom-right-radius:6px;-moz-border-radius-topright:6px;-moz-border-radius-bottomright:6px}.pagination-mini ul>li:first-child>a,.pagination-small ul>li:first-child>a,.pagination-mini ul>li:first-child>span,.pagination-small ul>li:first-child>span{-webkit-border-bottom-left-radius:3px;border-bottom-left-radius:3px;-webkit-border-top-left-radius:3px;border-top-left-radius:3px;-moz-border-radius-bottomleft:3px;-moz-border-radius-topleft:3px}.pagination-mini ul>li:last-child>a,.pagination-small ul>li:last-child>a,.pagination-mini ul>li:last-child>span,.pagination-small ul>li:last-child>span{-webkit-border-top-right-radius:3px;border-top-right-radius:3px;-webkit-border-bottom-right-radius:3px;border-bottom-right-radius:3px;-moz-border-radius-topright:3px;-moz-border-radius-bottomright:3px}.pagination-small ul>li>a,.pagination-small ul>li>span{padding:2px 10px;font-size:11.9px}.pagination-mini ul>li>a,.pagination-mini ul>li>span{padding:0 6px;font-size:10.5px}.pager{margin:20px 0;text-align:center;list-style:none;*zoom:1}.pager:before,.pager:after{display:table;line-height:0;content:""}.pager:after{clear:both}.pager li{display:inline}.pager li>a,.pager li>span{display:inline-block;padding:5px 14px;background-color:#fff;border:1px solid #ddd;-webkit-border-radius:15px;-moz-border-radius:15px;border-radius:15px}.pager li>a:hover,.pager li>a:focus{text-decoration:none;background-color:#f5f5f5}.pager .next>a,.pager .next>span{float:right}.pager .previous>a,.pager .previous>span{float:left}.pager .disabled>a,.pager .disabled>a:hover,.pager .disabled>a:focus,.pager .disabled>span{color:#999;cursor:default;background-color:#fff}.modal-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1040;background-color:#000}.modal-backdrop.fade{opacity:0}.modal-backdrop,.modal-backdrop.fade.in{opacity:.8;filter:alpha(opacity=80)}.modal{position:fixed;top:10%;left:50%;z-index:1050;width:560px;margin-left:-280px;background-color:#fff;border:1px solid #999;border:1px solid rgba(0,0,0,0.3);*border:1px solid #999;-webkit-border-radius:6px;-moz-border-radius:6px;border-radius:6px;outline:0;-webkit-box-shadow:0 3px 7px rgba(0,0,0,0.3);-moz-box-shadow:0 3px 7px rgba(0,0,0,0.3);box-shadow:0 3px 7px rgba(0,0,0,0.3);-webkit-background-clip:padding-box;-moz-background-clip:padding-box;background-clip:padding-box}.modal.fade{top:-25%;-webkit-transition:opacity .3s linear,top .3s ease-out;-moz-transition:opacity .3s linear,top .3s ease-out;-o-transition:opacity .3s linear,top .3s ease-out;transition:opacity .3s linear,top .3s ease-out}.modal.fade.in{top:10%}.modal-header{padding:9px 15px;border-bottom:1px solid #eee}.modal-header .close{margin-top:2px}.modal-header h3{margin:0;line-height:30px}.modal-body{position:relative;max-height:400px;padding:15px;overflow-y:auto}.modal-form{margin-bottom:0}.modal-footer{padding:14px 15px 15px;margin-bottom:0;text-align:right;background-color:#f5f5f5;border-top:1px solid #ddd;-webkit-border-radius:0 0 6px 6px;-moz-border-radius:0 0 6px 6px;border-radius:0 0 6px 6px;*zoom:1;-webkit-box-shadow:inset 0 1px 0 #fff;-moz-box-shadow:inset 0 1px 0 #fff;box-shadow:inset 0 1px 0 #fff}.modal-footer:before,.modal-footer:after{display:table;line-height:0;content:""}.modal-footer:after{clear:both}.modal-footer .btn+.btn{margin-bottom:0;margin-left:5px}.modal-footer .btn-group .btn+.btn{margin-left:-1px}.modal-footer .btn-block+.btn-block{margin-left:0}.tooltip{position:absolute;z-index:1030;display:block;font-size:11px;line-height:1.4;opacity:0;filter:alpha(opacity=0);visibility:visible}.tooltip.in{opacity:.8;filter:alpha(opacity=80)}.tooltip.top{padding:5px 0;margin-top:-3px}.tooltip.right{padding:0 5px;margin-left:3px}.tooltip.bottom{padding:5px 0;margin-top:3px}.tooltip.left{padding:0 5px;margin-left:-3px}.tooltip-inner{max-width:200px;padding:8px;color:#fff;text-align:center;text-decoration:none;background-color:#000;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px}.tooltip-arrow{position:absolute;width:0;height:0;border-color:transparent;border-style:solid}.tooltip.top .tooltip-arrow{bottom:0;left:50%;margin-left:-5px;border-top-color:#000;border-width:5px 5px 0}.tooltip.right .tooltip-arrow{top:50%;left:0;margin-top:-5px;border-right-color:#000;border-width:5px 5px 5px 0}.tooltip.left .tooltip-arrow{top:50%;right:0;margin-top:-5px;border-left-color:#000;border-width:5px 0 5px 5px}.tooltip.bottom .tooltip-arrow{top:0;left:50%;margin-left:-5px;border-bottom-color:#000;border-width:0 5px 5px}.popover{position:absolute;top:0;left:0;z-index:1010;display:none;max-width:276px;padding:1px;text-align:left;white-space:normal;background-color:#fff;border:1px solid #ccc;border:1px solid rgba(0,0,0,0.2);-webkit-border-radius:6px;-moz-border-radius:6px;border-radius:6px;-webkit-box-shadow:0 5px 10px rgba(0,0,0,0.2);-moz-box-shadow:0 5px 10px rgba(0,0,0,0.2);box-shadow:0 5px 10px rgba(0,0,0,0.2);-webkit-background-clip:padding-box;-moz-background-clip:padding;background-clip:padding-box}.popover.top{margin-top:-10px}.popover.right{margin-left:10px}.popover.bottom{margin-top:10px}.popover.left{margin-left:-10px}.popover-title{padding:8px 14px;margin:0;font-size:14px;font-weight:normal;line-height:18px;background-color:#f7f7f7;border-bottom:1px solid #ebebeb;-webkit-border-radius:5px 5px 0 0;-moz-border-radius:5px 5px 0 0;border-radius:5px 5px 0 0}.popover-title:empty{display:none}.popover-content{padding:9px 14px}.popover .arrow,.popover .arrow:after{position:absolute;display:block;width:0;height:0;border-color:transparent;border-style:solid}.popover .arrow{border-width:11px}.popover .arrow:after{border-width:10px;content:""}.popover.top .arrow{bottom:-11px;left:50%;margin-left:-11px;border-top-color:#999;border-top-color:rgba(0,0,0,0.25);border-bottom-width:0}.popover.top .arrow:after{bottom:1px;margin-left:-10px;border-top-color:#fff;border-bottom-width:0}.popover.right .arrow{top:50%;left:-11px;margin-top:-11px;border-right-color:#999;border-right-color:rgba(0,0,0,0.25);border-left-width:0}.popover.right .arrow:after{bottom:-10px;left:1px;border-right-color:#fff;border-left-width:0}.popover.bottom .arrow{top:-11px;left:50%;margin-left:-11px;border-bottom-color:#999;border-bottom-color:rgba(0,0,0,0.25);border-top-width:0}.popover.bottom .arrow:after{top:1px;margin-left:-10px;border-bottom-color:#fff;border-top-width:0}.popover.left .arrow{top:50%;right:-11px;margin-top:-11px;border-left-color:#999;border-left-color:rgba(0,0,0,0.25);border-right-width:0}.popover.left .arrow:after{right:1px;bottom:-10px;border-left-color:#fff;border-right-width:0}.thumbnails{margin-left:-20px;list-style:none;*zoom:1}.thumbnails:before,.thumbnails:after{display:table;line-height:0;content:""}.thumbnails:after{clear:both}.row-fluid .thumbnails{margin-left:0}.thumbnails>li{float:left;margin-bottom:20px;margin-left:20px}.thumbnail{display:block;padding:4px;line-height:20px;border:1px solid #ddd;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px;-webkit-box-shadow:0 1px 3px rgba(0,0,0,0.055);-moz-box-shadow:0 1px 3px rgba(0,0,0,0.055);box-shadow:0 1px 3px rgba(0,0,0,0.055);-webkit-transition:all .2s ease-in-out;-moz-transition:all .2s ease-in-out;-o-transition:all .2s ease-in-out;transition:all .2s ease-in-out}a.thumbnail:hover,a.thumbnail:focus{border-color:#08c;-webkit-box-shadow:0 1px 4px rgba(0,105,214,0.25);-moz-box-shadow:0 1px 4px rgba(0,105,214,0.25);box-shadow:0 1px 4px rgba(0,105,214,0.25)}.thumbnail>img{display:block;max-width:100%;margin-right:auto;margin-left:auto}.thumbnail .caption{padding:9px;color:#555}.media,.media-body{overflow:hidden;*overflow:visible;zoom:1}.media,.media .media{margin-top:15px}.media:first-child{margin-top:0}.media-object{display:block}.media-heading{margin:0 0 5px}.media>.pull-left{margin-right:10px}.media>.pull-right{margin-left:10px}.media-list{margin-left:0;list-style:none}.label,.badge{display:inline-block;padding:2px 4px;font-size:11.844px;font-weight:bold;line-height:14px;color:#fff;text-shadow:0 -1px 0 rgba(0,0,0,0.25);white-space:nowrap;vertical-align:baseline;background-color:#999}.label{-webkit-border-radius:3px;-moz-border-radius:3px;border-radius:3px}.badge{padding-right:9px;padding-left:9px;-webkit-border-radius:9px;-moz-border-radius:9px;border-radius:9px}.label:empty,.badge:empty{display:none}a.label:hover,a.label:focus,a.badge:hover,a.badge:focus{color:#fff;text-decoration:none;cursor:pointer}.label-important,.badge-important{background-color:#b94a48}.label-important[href],.badge-important[href]{background-color:#953b39}.label-warning,.badge-warning{background-color:#f89406}.label-warning[href],.badge-warning[href]{background-color:#c67605}.label-success,.badge-success{background-color:#468847}.label-success[href],.badge-success[href]{background-color:#356635}.label-info,.badge-info{background-color:#3a87ad}.label-info[href],.badge-info[href]{background-color:#2d6987}.label-inverse,.badge-inverse{background-color:#333}.label-inverse[href],.badge-inverse[href]{background-color:#1a1a1a}.btn .label,.btn .badge{position:relative;top:-1px}.btn-mini .label,.btn-mini .badge{top:0}@-webkit-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@-moz-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@-ms-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@-o-keyframes progress-bar-stripes{from{background-position:0 0}to{background-position:40px 0}}@keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}.progress{height:20px;margin-bottom:20px;overflow:hidden;background-color:#f7f7f7;background-image:-moz-linear-gradient(top,#f5f5f5,#f9f9f9);background-image:-webkit-gradient(linear,0 0,0 100%,from(#f5f5f5),to(#f9f9f9));background-image:-webkit-linear-gradient(top,#f5f5f5,#f9f9f9);background-image:-o-linear-gradient(top,#f5f5f5,#f9f9f9);background-image:linear-gradient(to bottom,#f5f5f5,#f9f9f9);background-repeat:repeat-x;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px;filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff5f5f5',endColorstr='#fff9f9f9',GradientType=0);-webkit-box-shadow:inset 0 1px 2px rgba(0,0,0,0.1);-moz-box-shadow:inset 0 1px 2px rgba(0,0,0,0.1);box-shadow:inset 0 1px 2px rgba(0,0,0,0.1)}.progress .bar{float:left;width:0;height:100%;font-size:12px;color:#fff;text-align:center;text-shadow:0 -1px 0 rgba(0,0,0,0.25);background-color:#0e90d2;background-image:-moz-linear-gradient(top,#149bdf,#0480be);background-image:-webkit-gradient(linear,0 0,0 100%,from(#149bdf),to(#0480be));background-image:-webkit-linear-gradient(top,#149bdf,#0480be);background-image:-o-linear-gradient(top,#149bdf,#0480be);background-image:linear-gradient(to bottom,#149bdf,#0480be);background-repeat:repeat-x;filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff149bdf',endColorstr='#ff0480be',GradientType=0);-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,0.15);-moz-box-shadow:inset 0 -1px 0 rgba(0,0,0,0.15);box-shadow:inset 0 -1px 0 rgba(0,0,0,0.15);-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;-webkit-transition:width .6s ease;-moz-transition:width .6s ease;-o-transition:width .6s ease;transition:width .6s ease}.progress .bar+.bar{-webkit-box-shadow:inset 1px 0 0 rgba(0,0,0,0.15),inset 0 -1px 0 rgba(0,0,0,0.15);-moz-box-shadow:inset 1px 0 0 rgba(0,0,0,0.15),inset 0 -1px 0 rgba(0,0,0,0.15);box-shadow:inset 1px 0 0 rgba(0,0,0,0.15),inset 0 -1px 0 rgba(0,0,0,0.15)}.progress-striped .bar{background-color:#149bdf;background-image:-webkit-gradient(linear,0 100%,100% 0,color-stop(0.25,rgba(255,255,255,0.15)),color-stop(0.25,transparent),color-stop(0.5,transparent),color-stop(0.5,rgba(255,255,255,0.15)),color-stop(0.75,rgba(255,255,255,0.15)),color-stop(0.75,transparent),to(transparent));background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:-moz-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);-webkit-background-size:40px 40px;-moz-background-size:40px 40px;-o-background-size:40px 40px;background-size:40px 40px}.progress.active .bar{-webkit-animation:progress-bar-stripes 2s linear infinite;-moz-animation:progress-bar-stripes 2s linear infinite;-ms-animation:progress-bar-stripes 2s linear infinite;-o-animation:progress-bar-stripes 2s linear infinite;animation:progress-bar-stripes 2s linear infinite}.progress-danger .bar,.progress .bar-danger{background-color:#dd514c;background-image:-moz-linear-gradient(top,#ee5f5b,#c43c35);background-image:-webkit-gradient(linear,0 0,0 100%,from(#ee5f5b),to(#c43c35));background-image:-webkit-linear-gradient(top,#ee5f5b,#c43c35);background-image:-o-linear-gradient(top,#ee5f5b,#c43c35);background-image:linear-gradient(to bottom,#ee5f5b,#c43c35);background-repeat:repeat-x;filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffee5f5b',endColorstr='#ffc43c35',GradientType=0)}.progress-danger.progress-striped .bar,.progress-striped .bar-danger{background-color:#ee5f5b;background-image:-webkit-gradient(linear,0 100%,100% 0,color-stop(0.25,rgba(255,255,255,0.15)),color-stop(0.25,transparent),color-stop(0.5,transparent),color-stop(0.5,rgba(255,255,255,0.15)),color-stop(0.75,rgba(255,255,255,0.15)),color-stop(0.75,transparent),to(transparent));background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:-moz-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent)}.progress-success .bar,.progress .bar-success{background-color:#5eb95e;background-image:-moz-linear-gradient(top,#62c462,#57a957);background-image:-webkit-gradient(linear,0 0,0 100%,from(#62c462),to(#57a957));background-image:-webkit-linear-gradient(top,#62c462,#57a957);background-image:-o-linear-gradient(top,#62c462,#57a957);background-image:linear-gradient(to bottom,#62c462,#57a957);background-repeat:repeat-x;filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff62c462',endColorstr='#ff57a957',GradientType=0)}.progress-success.progress-striped .bar,.progress-striped .bar-success{background-color:#62c462;background-image:-webkit-gradient(linear,0 100%,100% 0,color-stop(0.25,rgba(255,255,255,0.15)),color-stop(0.25,transparent),color-stop(0.5,transparent),color-stop(0.5,rgba(255,255,255,0.15)),color-stop(0.75,rgba(255,255,255,0.15)),color-stop(0.75,transparent),to(transparent));background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:-moz-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent)}.progress-info .bar,.progress .bar-info{background-color:#4bb1cf;background-image:-moz-linear-gradient(top,#5bc0de,#339bb9);background-image:-webkit-gradient(linear,0 0,0 100%,from(#5bc0de),to(#339bb9));background-image:-webkit-linear-gradient(top,#5bc0de,#339bb9);background-image:-o-linear-gradient(top,#5bc0de,#339bb9);background-image:linear-gradient(to bottom,#5bc0de,#339bb9);background-repeat:repeat-x;filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff5bc0de',endColorstr='#ff339bb9',GradientType=0)}.progress-info.progress-striped .bar,.progress-striped .bar-info{background-color:#5bc0de;background-image:-webkit-gradient(linear,0 100%,100% 0,color-stop(0.25,rgba(255,255,255,0.15)),color-stop(0.25,transparent),color-stop(0.5,transparent),color-stop(0.5,rgba(255,255,255,0.15)),color-stop(0.75,rgba(255,255,255,0.15)),color-stop(0.75,transparent),to(transparent));background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:-moz-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent)}.progress-warning .bar,.progress .bar-warning{background-color:#faa732;background-image:-moz-linear-gradient(top,#fbb450,#f89406);background-image:-webkit-gradient(linear,0 0,0 100%,from(#fbb450),to(#f89406));background-image:-webkit-linear-gradient(top,#fbb450,#f89406);background-image:-o-linear-gradient(top,#fbb450,#f89406);background-image:linear-gradient(to bottom,#fbb450,#f89406);background-repeat:repeat-x;filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fffbb450',endColorstr='#fff89406',GradientType=0)}.progress-warning.progress-striped .bar,.progress-striped .bar-warning{background-color:#fbb450;background-image:-webkit-gradient(linear,0 100%,100% 0,color-stop(0.25,rgba(255,255,255,0.15)),color-stop(0.25,transparent),color-stop(0.5,transparent),color-stop(0.5,rgba(255,255,255,0.15)),color-stop(0.75,rgba(255,255,255,0.15)),color-stop(0.75,transparent),to(transparent));background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:-moz-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,0.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,0.15) 50%,rgba(255,255,255,0.15) 75%,transparent 75%,transparent)}.accordion{margin-bottom:20px}.accordion-group{margin-bottom:2px;border:1px solid #e5e5e5;-webkit-border-radius:4px;-moz-border-radius:4px;border-radius:4px}.accordion-heading{border-bottom:0}.accordion-heading .accordion-toggle{display:block;padding:8px 15px}.accordion-toggle{cursor:pointer}.accordion-inner{padding:9px 15px;border-top:1px solid #e5e5e5}.carousel{position:relative;margin-bottom:20px;line-height:1}.carousel-inner{position:relative;width:100%;overflow:hidden}.carousel-inner>.item{position:relative;display:none;-webkit-transition:.6s ease-in-out left;-moz-transition:.6s ease-in-out left;-o-transition:.6s ease-in-out left;transition:.6s ease-in-out left}.carousel-inner>.item>img,.carousel-inner>.item>a>img{display:block;line-height:1}.carousel-inner>.active,.carousel-inner>.next,.carousel-inner>.prev{display:block}.carousel-inner>.active{left:0}.carousel-inner>.next,.carousel-inner>.prev{position:absolute;top:0;width:100%}.carousel-inner>.next{left:100%}.carousel-inner>.prev{left:-100%}.carousel-inner>.next.left,.carousel-inner>.prev.right{left:0}.carousel-inner>.active.left{left:-100%}.carousel-inner>.active.right{left:100%}.carousel-control{position:absolute;top:40%;left:15px;width:40px;height:40px;margin-top:-20px;font-size:60px;font-weight:100;line-height:30px;color:#fff;text-align:center;background:#222;border:3px solid #fff;-webkit-border-radius:23px;-moz-border-radius:23px;border-radius:23px;opacity:.5;filter:alpha(opacity=50)}.carousel-control.right{right:15px;left:auto}.carousel-control:hover,.carousel-control:focus{color:#fff;text-decoration:none;opacity:.9;filter:alpha(opacity=90)}.carousel-indicators{position:absolute;top:15px;right:15px;z-index:5;margin:0;list-style:none}.carousel-indicators li{display:block;float:left;width:10px;height:10px;margin-left:5px;text-indent:-999px;background-color:#ccc;background-color:rgba(255,255,255,0.25);border-radius:5px}.carousel-indicators .active{background-color:#fff}.carousel-caption{position:absolute;right:0;bottom:0;left:0;padding:15px;background:#333;background:rgba(0,0,0,0.75)}.carousel-caption h4,.carousel-caption p{line-height:20px;color:#fff}.carousel-caption h4{margin:0 0 5px}.carousel-caption p{margin-bottom:0}.hero-unit{padding:60px;margin-bottom:30px;font-size:18px;font-weight:200;line-height:30px;color:inherit;background-color:#eee;-webkit-border-radius:6px;-moz-border-radius:6px;border-radius:6px}.hero-unit h1{margin-bottom:0;font-size:60px;line-height:1;letter-spacing:-1px;color:inherit}.hero-unit li{line-height:30px}.pull-right{float:right}.pull-left{float:left}.hide{display:none}.show{display:block}.invisible{visibility:hidden}.affix{position:fixed} diff --git a/img/glyphicons-halflings-white.png b/img/glyphicons-halflings-white.png new file mode 100644 index 0000000000000000000000000000000000000000..3bf6484a29d8da269f9bc874b25493a45fae3bae GIT binary patch literal 8777 zcmZvC1yGz#v+m*$LXcp=A$ZWB0fL7wNbp_U*$~{_gL`my3oP#L!5tQYy99Ta`+g_q zKlj|KJ2f@c)ARJx{q*bbkhN_!|Wn*Vos8{TEhUT@5e;_WJsIMMcG5%>DiS&dv_N`4@J0cnAQ-#>RjZ z00W5t&tJ^l-QC*ST1-p~00u^9XJ=AUl7oW-;2a+x2k__T=grN{+1c4XK0ZL~^z^i$ zp&>vEhr@4fZWb380S18T&!0cQ3IKpHF)?v=b_NIm0Q>vwY7D0baZ)n z31Fa5sELUQARIVaU0nqf0XzT+fB_63aA;@<$l~wse|mcA;^G1TmX?-)e)jkGPfkuA z92@|!<>h5S_4f8QP-JRq>d&7)^Yin8l7K8gED$&_FaV?gY+wLjpoW%~7NDe=nHfMG z5DO3j{R9kv5GbssrUpO)OyvVrlx>u0UKD0i;Dpm5S5dY16(DL5l{ixz|mhJU@&-OWCTb7_%}8-fE(P~+XIRO zJU|wp1|S>|J3KrLcz^+v1f&BDpd>&MAaibR4#5A_4(MucZwG9E1h4@u0P@C8;oo+g zIVj7kfJi{oV~E(NZ*h(@^-(Q(C`Psb3KZ{N;^GB(a8NE*Vwc715!9 zr-H4Ao|T_c6+VT_JH9H+P3>iXSt!a$F`>s`jn`w9GZ_~B!{0soaiV|O_c^R2aWa%}O3jUE)WO=pa zs~_Wz08z|ieY5A%$@FcBF9^!1a}m5ks@7gjn;67N>}S~Hrm`4sM5Hh`q7&5-N{|31 z6x1{ol7BnskoViZ0GqbLa#kW`Z)VCjt1MysKg|rT zi!?s##Ck>8c zpi|>$lGlw#@yMNi&V4`6OBGJ(H&7lqLlcTQ&1zWriG_fL>BnFcr~?;E93{M-xIozQ zO=EHQ#+?<}%@wbWWv23#!V70h9MOuUVaU>3kpTvYfc|LBw?&b*89~Gc9i&8tlT#kF ztpbZoAzkdB+UTy=tx%L3Z4)I{zY(Kb)eg{InobSJmNwPZt$14aS-uc4eKuY8h$dtfyxu^a%zA)>fYI&)@ZXky?^{5>xSC?;w4r&td6vBdi%vHm4=XJH!3yL3?Ep+T5aU_>i;yr_XGq zxZfCzUU@GvnoIk+_Nd`aky>S&H!b*{A%L>?*XPAgWL(Vf(k7qUS}>Zn=U(ZfcOc{B z3*tOHH@t5Ub5D~#N7!Fxx}P2)sy{vE_l(R7$aW&CX>c|&HY+7};vUIietK%}!phrCuh+;C@1usp;XLU<8Gq8P!rEI3ieg#W$!= zQcZr{hp>8sF?k&Yl0?B84OneiQxef-4TEFrq3O~JAZR}yEJHA|Xkqd49tR&8oq{zP zY@>J^HBV*(gJvJZc_0VFN7Sx?H7#75E3#?N8Z!C+_f53YU}pyggxx1?wQi5Yb-_`I`_V*SMx5+*P^b=ec5RON-k1cIlsBLk}(HiaJyab0`CI zo0{=1_LO$~oE2%Tl_}KURuX<`+mQN_sTdM&* zkFf!Xtl^e^gTy6ON=&gTn6)$JHQq2)33R@_!#9?BLNq-Wi{U|rVX7Vny$l6#+SZ@KvQt@VYb%<9JfapI^b9j=wa+Tqb4ei;8c5 z&1>Uz@lVFv6T4Z*YU$r4G`g=91lSeA<=GRZ!*KTWKDPR}NPUW%peCUj`Ix_LDq!8| zMH-V`Pv!a~QkTL||L@cqiTz)*G-0=ytr1KqTuFPan9y4gYD5>PleK`NZB$ev@W%t= zkp)_=lBUTLZJpAtZg;pjI;7r2y|26-N7&a(hX|`1YNM9N8{>8JAuv}hp1v`3JHT-=5lbXpbMq7X~2J5Kl zh7tyU`_AusMFZ{ej9D;Uyy;SQ!4nwgSnngsYBwdS&EO3NS*o04)*juAYl;57c2Ly0(DEZ8IY?zSph-kyxu+D`tt@oU{32J#I{vmy=#0ySPK zA+i(A3yl)qmTz*$dZi#y9FS;$;h%bY+;StNx{_R56Otq+?pGe^T^{5d7Gs&?`_r`8 zD&dzOA|j8@3A&FR5U3*eQNBf<4^4W_iS_()*8b4aaUzfk2 zzIcMWSEjm;EPZPk{j{1>oXd}pXAj!NaRm8{Sjz!D=~q3WJ@vmt6ND_?HI~|wUS1j5 z9!S1MKr7%nxoJ3k`GB^7yV~*{n~O~n6($~x5Bu{7s|JyXbAyKI4+tO(zZYMslK;Zc zzeHGVl{`iP@jfSKq>R;{+djJ9n%$%EL()Uw+sykjNQdflkJZSjqV_QDWivbZS~S{K zkE@T^Jcv)Dfm93!mf$XYnCT--_A$zo9MOkPB6&diM8MwOfV?+ApNv`moV@nqn>&lv zYbN1-M|jc~sG|yLN^1R2=`+1ih3jCshg`iP&mY$GMTcY^W^T`WOCX!{-KHmZ#GiRH zYl{|+KLn5!PCLtBy~9i}`#d^gCDDx$+GQb~uc;V#K3OgbbOG0j5{BRG-si%Bo{@lB zGIt+Ain8^C`!*S0d0OSWVO+Z89}}O8aFTZ>p&k}2gGCV zh#<$gswePFxWGT$4DC^8@84_e*^KT74?7n8!$8cg=sL$OlKr&HMh@Rr5%*Wr!xoOl zo7jItnj-xYgVTX)H1=A2bD(tleEH57#V{xAeW_ezISg5OC zg=k>hOLA^urTH_e6*vSYRqCm$J{xo}-x3@HH;bsHD1Z`Pzvsn}%cvfw%Q(}h`Dgtb z0_J^niUmoCM5$*f)6}}qi(u;cPgxfyeVaaVmOsG<)5`6tzU4wyhF;k|~|x>7-2hXpVBpc5k{L4M`Wbe6Q?tr^*B z`Y*>6*&R#~%JlBIitlZ^qGe3s21~h3U|&k%%jeMM;6!~UH|+0+<5V-_zDqZQN79?n?!Aj!Nj`YMO9?j>uqI9-Tex+nJD z%e0#Yca6(zqGUR|KITa?9x-#C0!JKJHO(+fy@1!B$%ZwJwncQW7vGYv?~!^`#L~Um zOL++>4qmqW`0Chc0T23G8|vO)tK=Z2`gvS4*qpqhIJCEv9i&&$09VO8YOz|oZ+ubd zNXVdLc&p=KsSgtmIPLN69P7xYkYQ1vJ?u1g)T!6Ru`k2wkdj*wDC)VryGu2=yb0?F z>q~~e>KZ0d_#7f3UgV%9MY1}vMgF{B8yfE{HL*pMyhYF)WDZ^^3vS8F zGlOhs%g_~pS3=WQ#494@jAXwOtr^Y|TnQ5zki>qRG)(oPY*f}U_=ip_{qB0!%w7~G zWE!P4p3khyW-JJnE>eECuYfI?^d366Shq!Wm#x&jAo>=HdCllE$>DPO0N;y#4G)D2y#B@5=N=+F%Xo2n{gKcPcK2!hP*^WSXl+ut; zyLvVoY>VL{H%Kd9^i~lsb8j4>$EllrparEOJNT?Ym>vJa$(P^tOG)5aVb_5w^*&M0 zYOJ`I`}9}UoSnYg#E(&yyK(tqr^@n}qU2H2DhkK-`2He% zgXr_4kpXoQHxAO9S`wEdmqGU4j=1JdG!OixdqB4PPP6RXA}>GM zumruUUH|ZG2$bBj)Qluj&uB=dRb)?^qomw?Z$X%#D+Q*O97eHrgVB2*mR$bFBU`*} zIem?dM)i}raTFDn@5^caxE^XFXVhBePmH9fqcTi`TLaXiueH=@06sl}>F%}h9H_e9 z>^O?LxM1EjX}NVppaO@NNQr=AtHcH-BU{yBT_vejJ#J)l^cl69Z7$sk`82Zyw7Wxt z=~J?hZm{f@W}|96FUJfy65Gk8?^{^yjhOahUMCNNpt5DJw}ZKH7b!bGiFY9y6OY&T z_N)?Jj(MuLTN36ZCJ6I5Xy7uVlrb$o*Z%=-)kPo9s?<^Yqz~!Z* z_mP8(unFq65XSi!$@YtieSQ!<7IEOaA9VkKI?lA`*(nURvfKL8cX}-+~uw9|_5)uC2`ZHcaeX7L8aG6Ghleg@F9aG%X$#g6^yP5apnB>YTz&EfS{q z9UVfSyEIczebC)qlVu5cOoMzS_jrC|)rQlAzK7sfiW0`M8mVIohazPE9Jzn*qPt%6 zZL8RELY@L09B83@Be;x5V-IHnn$}{RAT#<2JA%ttlk#^(%u}CGze|1JY5MPhbfnYG zIw%$XfBmA-<_pKLpGKwbRF$#P;@_)ech#>vj25sv25VM$ouo)?BXdRcO{)*OwTw)G zv43W~T6ekBMtUD%5Bm>`^Ltv!w4~65N!Ut5twl!Agrzyq4O2Fi3pUMtCU~>9gt_=h-f% z;1&OuSu?A_sJvIvQ+dZNo3?m1%b1+s&UAx?8sUHEe_sB7zkm4R%6)<@oYB_i5>3Ip zIA+?jVdX|zL{)?TGpx+=Ta>G80}0}Ax+722$XFNJsC1gcH56{8B)*)eU#r~HrC&}` z|EWW92&;6y;3}!L5zXa385@?-D%>dSvyK;?jqU2t_R3wvBW;$!j45uQ7tyEIQva;Db}r&bR3kqNSh)Q_$MJ#Uj3Gj1F;)sO|%6z#@<+ zi{pbYsYS#u`X$Nf($OS+lhw>xgjos1OnF^$-I$u;qhJswhH~p|ab*nO>zBrtb0ndn zxV0uh!LN`&xckTP+JW}gznSpU492)u+`f{9Yr)js`NmfYH#Wdtradc0TnKNz@Su!e zu$9}G_=ku;%4xk}eXl>)KgpuT>_<`Ud(A^a++K&pm3LbN;gI}ku@YVrA%FJBZ5$;m zobR8}OLtW4-i+qPPLS-(7<>M{)rhiPoi@?&vDeVq5%fmZk=mDdRV>Pb-l7pP1y6|J z8I>sF+TypKV=_^NwBU^>4JJq<*14GLfM2*XQzYdlqqjnE)gZsPW^E@mp&ww* zW9i>XL=uwLVZ9pO*8K>t>vdL~Ek_NUL$?LQi5sc#1Q-f6-ywKcIT8Kw?C(_3pbR`e|)%9S-({if|E+hR2W!&qfQ&UiF^I!|M#xhdWsenv^wpKCBiuxXbnp85`{i|;BM?Ba`lqTA zyRm=UWJl&E{8JzYDHFu>*Z10-?#A8D|5jW9Ho0*CAs0fAy~MqbwYuOq9jjt9*nuHI zbDwKvh)5Ir$r!fS5|;?Dt>V+@F*v8=TJJF)TdnC#Mk>+tGDGCw;A~^PC`gUt*<(|i zB{{g{`uFehu`$fm4)&k7`u{xIV)yvA(%5SxX9MS80p2EKnLtCZ>tlX>*Z6nd&6-Mv$5rHD*db;&IBK3KH&M<+ArlGXDRdX1VVO4)&R$f4NxXI>GBh zSv|h>5GDAI(4E`@F?EnW zS>#c&Gw6~_XL`qQG4bK`W*>hek4LX*efn6|_MY+rXkNyAuu?NxS%L7~9tD3cn7&p( zCtfqe6sjB&Q-Vs7BP5+%;#Gk};4xtwU!KY0XXbmkUy$kR9)!~?*v)qw00!+Yg^#H> zc#8*z6zZo>+(bud?K<*!QO4ehiTCK&PD4G&n)Tr9X_3r-we z?fI+}-G~Yn93gI6F{}Dw_SC*FLZ)5(85zp4%uubtD)J)UELLkvGk4#tw&Tussa)mTD$R2&O~{ zCI3>fr-!-b@EGRI%g0L8UU%%u_<;e9439JNV;4KSxd|78v+I+8^rmMf3f40Jb}wEszROD?xBZu>Ll3;sUIoNxDK3|j3*sam2tC@@e$ z^!;+AK>efeBJB%ALsQ{uFui)oDoq()2USi?n=6C3#eetz?wPswc={I<8x=(8lE4EIsUfyGNZ{|KYn1IR|=E==f z(;!A5(-2y^2xRFCSPqzHAZn5RCN_bp22T(KEtjA(rFZ%>a4@STrHZflxKoqe9Z4@^ zM*scx_y73?Q{vt6?~WEl?2q*;@8 z3M*&@%l)SQmXkcUm)d@GT2#JdzhfSAP9|n#C;$E8X|pwD!r#X?0P>0ZisQ~TNqupW z*lUY~+ikD`vQb?@SAWX#r*Y+;=_|oacL$2CL$^(mV}aKO77pg}O+-=T1oLBT5sL2i z42Qth2+0@C`c+*D0*5!qy26sis<9a7>LN2{z%Qj49t z=L@x`4$ALHb*3COHoT?5S_c(Hs}g!V>W^=6Q0}zaubkDn)(lTax0+!+%B}9Vqw6{H zvL|BRM`O<@;eVi1DzM!tXtBrA20Ce@^Jz|>%X-t`vi-%WweXCh_LhI#bUg2*pcP~R z*RuTUzBKLXO~~uMd&o$v3@d0shHfUjC6c539PE6rF&;Ufa(Rw@K1*m7?f5)t`MjH0 z)_V(cajV5Am>f!kWcI@5rE8t6$S>5M=k=aRZROH6fA^jJp~2NlR4;Q2>L$7F#RT#9 z>4@1RhWG`Khy>P2j1Yx^BBL{S`niMaxlSWV-JBU0-T9zZ%>7mR3l$~QV$({o0;jTI ze5=cN^!Bc2bT|BcojXp~K#2cM>OTe*cM{Kg-j*CkiW)EGQot^}s;cy8_1_@JA0Whq zlrNr+R;Efa+`6N)s5rH*|E)nYZ3uqkk2C(E7@A|3YI`ozP~9Lexx#*1(r8luq+YPk z{J}c$s` zPM35Fx(YWB3Z5IYnN+L_4|jaR(5iWJi2~l&xy}aU7kW?o-V*6Av2wyZTG!E2KSW2* zGRLQkQU;Oz##ie-Z4fI)WSRxn$(ZcD;TL+;^r=a4(G~H3ZhK$lSXZj?cvyY8%d9JM zzc3#pD^W_QnWy#rx#;c&N@sqHhrnHRmj#i;s%zLm6SE(n&BWpd&f7>XnjV}OlZntI70fq%8~9<7 zMYaw`E-rp49-oC1N_uZTo)Cu%RR2QWdHpzQIcNsoDp`3xfP+`gI?tVQZ4X={qU?(n zV>0ASES^Xuc;9JBji{)RnFL(Lez;8XbB1uWaMp@p?7xhXk6V#!6B@aP4Rz7-K%a>i z?fvf}va_DGUXlI#4--`A3qK7J?-HwnG7O~H2;zR~RLW)_^#La!=}+>KW#anZ{|^D3 B7G?kd literal 0 HcmV?d00001 diff --git a/img/glyphicons-halflings.png b/img/glyphicons-halflings.png new file mode 100644 index 0000000000000000000000000000000000000000..a9969993201f9cee63cf9f49217646347297b643 GIT binary patch literal 12799 zcma*OWmH^Ivn@*S;K3nSf_t!#;0f+&pm7Po8`nk}2q8f5;M%x$SdAkd9FAvlc$ zx660V9e3Ox@4WZ^?7jZ%QFGU-T~%||Ug4iK6bbQY@zBuF2$hxOw9wF=A)nUSxR_5@ zEX>HBryGrjyuOFFv$Y4<+|3H@gQfEqD<)+}a~mryD|1U9*I_FOG&F%+Ww{SJ-V2BR zjt<81Ek$}Yb*95D4RS0HCps|uLyovt;P05hchQb-u2bzLtmog&f2}1VlNhxXV);S9 zM2buBg~!q9PtF)&KGRgf3#z7B(hm5WlNClaCWFs!-P!4-u*u5+=+D|ZE9e`KvhTHT zJBnLwGM%!u&vlE%1ytJ=!xt~y_YkFLQb6bS!E+s8l7PiPGSt9xrmg?LV&&SL?J~cI zS(e9TF1?SGyh+M_p@o1dyWu7o7_6p;N6hO!;4~ z2B`I;y`;$ZdtBpvK5%oQ^p4eR2L)BH>B$FQeC*t)c`L71gXHPUa|vyu`Bnz)H$ZcXGve(}XvR!+*8a>BLV;+ryG1kt0=)ytl zNJxFUN{V7P?#|Cp85QTa@(*Q3%K-R(Pkv1N8YU*(d(Y}9?PQ(j;NzWoEVWRD-~H$=f>j9~PN^BM2okI(gY-&_&BCV6RP&I$FnSEM3d=0fCxbxA6~l>54-upTrw zYgX@%m>jsSGi`0cQt6b8cX~+02IghVlNblR7eI;0ps}mpWUcxty1yG56C5rh%ep(X z?)#2d?C<4t-KLc*EAn>>M8%HvC1TyBSoPNg(4id~H8JwO#I)Bf;N*y6ai6K9_bA`4 z_g9(-R;qyH&6I$`b42v|0V3Z8IXN*p*8g$gE98+JpXNY+jXxU0zsR^W$#V=KP z3AEFp@OL}WqwOfsV<)A^UTF4&HF1vQecz?LWE@p^Z2){=KEC_3Iopx_eS42>DeiDG zWMXGbYfG~W7C8s@@m<_?#Gqk;!&)_Key@^0xJxrJahv{B&{^!>TV7TEDZlP|$=ZCz zmX=ZWtt4QZKx**)lQQoW8y-XLiOQy#T`2t}p6l*S`68ojyH@UXJ-b~@tN`WpjF z%7%Yzv807gsO!v=!(2uR)16!&U5~VPrPHtGzUU?2w(b1Xchq}(5Ed^G|SD7IG+kvgyVksU) z(0R)SW1V(>&q2nM%Z!C9=;pTg!(8pPSc%H01urXmQI6Gi^dkYCYfu6b4^tW))b^U+ z$2K&iOgN_OU7n#GC2jgiXU{caO5hZt0(>k+c^(r><#m|#J^s?zA6pi;^#*rp&;aqL zRcZi0Q4HhVX3$ybclxo4FFJW*`IV`)Bj_L3rQe?5{wLJh168Ve1jZv+f1D}f0S$N= zm4i|9cEWz&C9~ZI3q*gwWH^<6sBWuphgy@S3Qy?MJiL>gwd|E<2h9-$3;gT9V~S6r z)cAcmE0KXOwDA5eJ02-75d~f?3;n7a9d_xPBJaO;Z)#@s7gk5$Qn(Fc^w@9c5W0zY z59is0?Mt^@Rolcn{4%)Ioat(kxQH6}hIykSA)zht=9F_W*D#<}N(k&&;k;&gKkWIL z0Of*sP=X(Uyu$Pw;?F@?j{}=>{aSHFcii#78FC^6JGrg-)!)MV4AKz>pXnhVgTgx8 z1&5Y=>|8RGA6++FrSy=__k_imx|z-EI@foKi>tK0Hq2LetjUotCgk2QFXaej!BWYL zJc{fv(&qA7UUJ|AXLc5z*_NW#yWzKtl(c8mEW{A>5Hj^gfZ^HC9lQNQ?RowXjmuCj4!!54Us1=hY z0{@-phvC}yls!PmA~_z>Y&n&IW9FQcj}9(OLO-t^NN$c0o}YksCUWt|DV(MJB%%Sr zdf}8!9ylU2TW!=T{?)g-ojAMKc>3pW;KiZ7f0;&g)k}K^#HBhE5ot)%oxq$*$W@b# zg4p<Ou`ME|Kd1WHK@8 zzLD+0(NHWa`B{em3Ye?@aVsEi>y#0XVZfaFuq#;X5C3{*ikRx7UY4FF{ZtNHNO?A_ z#Q?hwRv~D8fPEc%B5E-ZMI&TAmikl||EERumQCRh7p;)>fdZMxvKq;ky0}7IjhJph zW*uuu*(Y6)S;Od--8uR^R#sb$cmFCnPcj9PPCWhPN;n`i1Q#Qn>ii z{WR|0>8F`vf&#E(c2NsoH=I7Cd-FV|%(7a`i}gZw4N~QFFG2WtS^H%@c?%9UZ+kez z;PwGgg_r6V>Kn5n(nZ40P4qMyrCP3bDkJp@hp6&X3>gzC>=f@Hsen<%I~7W+x@}b> z0}Et*vx_50-q@PIV=(3&Tbm}}QRo*FP2@)A#XX-8jYspIhah`9ukPBr)$8>Tmtg&R z?JBoH17?+1@Y@r>anoKPQ}F8o9?vhcG79Cjv^V6ct709VOQwg{c0Q#rBSsSmK3Q;O zBpNihl3S0_IGVE)^`#94#j~$;7+u870yWiV$@={|GrBmuz4b)*bCOPkaN0{6$MvazOEBxFdKZDlbVvv{8_*kJ zfE6C`4&Kkz<5u%dEdStd85-5UHG5IOWbo8i9azgg#zw-(P1AA049hddAB*UdG3Vn0 zX`OgM+EM|<+KhJ<=k?z~WA5waVj?T9eBdfJGebVifBKS1u<$#vl^BvSg)xsnT5Aw_ZY#}v*LXO#htB>f}x3qDdDHoFeb zAq7;0CW;XJ`d&G*9V)@H&739DpfWYzdQt+Kx_E1K#Cg1EMtFa8eQRk_JuUdHD*2;W zR~XFnl!L2A?48O;_iqCVr1oxEXvOIiN_9CUVTZs3C~P+11}ebyTRLACiJuMIG#`xP zKlC|E(S@QvN+%pBc6vPiQS8KgQAUh75C0a2xcPQDD$}*bM&z~g8+=9ltmkT$;c;s z5_=8%i0H^fEAOQbHXf0;?DN5z-5+1 zDxj50yYkz4ox9p$HbZ|H?8ukAbLE^P$@h}L%i6QVcY>)i!w=hkv2zvrduut%!8>6b zcus3bh1w~L804EZ*s96?GB&F7c5?m?|t$-tp2rKMy>F*=4;w*jW}^;8v`st&8)c; z2Ct2{)?S(Z;@_mjAEjb8x=qAQvx=}S6l9?~H?PmP`-xu;ME*B8sm|!h@BX4>u(xg_ zIHmQzp4Tgf*J}Y=8STR5_s)GKcmgV!$JKTg@LO402{{Wrg>#D4-L%vjmtJ4r?p&$F!o-BOf7ej~ z6)BuK^^g1b#(E>$s`t3i13{6-mmSp7{;QkeG5v}GAN&lM2lQT$@(aQCcFP(%UyZbF z#$HLTqGT^@F#A29b0HqiJsRJAlh8kngU`BDI6 zJUE~&!cQ*&f95Ot$#mxU5+*^$qg_DWNdfu+1irglB7yDglzH()2!@#rpu)^3S8weW z_FE$=j^GTY*|5SH95O8o8W9FluYwB=2PwtbW|JG6kcV^dMVmX(wG+Otj;E$%gfu^K z!t~<3??8=()WQSycsBKy24>NjRtuZ>zxJIED;YXaUz$@0z4rl+TW zWxmvM$%4jYIpO>j5k1t1&}1VKM~s!eLsCVQ`TTjn3JRXZD~>GM z$-IT~(Y)flNqDkC%DfbxaV9?QuWCV&-U1yzrV@0jRhE;)ZO0=r-{s@W?HOFbRHDDV zq;eLo+wOW;nI|#mNf(J?RImB9{YSO2Y`9825Lz#u4(nk3)RGv3X8B(A$TsontJ8L! z9JP^eWxtKC?G8^xAZa1HECx*rp35s!^%;&@Jyk)NexVc)@U4$^X1Dag6`WKs|(HhZ#rzO2KEw3xh~-0<;|zcs0L>OcO#YYX{SN8m6`9pp+ zQG@q$I)T?aoe#AoR@%om_#z=c@ych!bj~lV13Qi-xg$i$hXEAB#l=t7QWENGbma4L zbBf*X*4oNYZUd_;1{Ln_ZeAwQv4z?n9$eoxJeI?lU9^!AB2Y~AwOSq67dT9ADZ)s@ zCRYS7W$Zpkdx$3T>7$I%3EI2ik~m!f7&$Djpt6kZqDWZJ-G{*_eXs*B8$1R4+I}Kf zqniwCI64r;>h2Lu{0c(#Atn)%E8&)=0S4BMhq9$`vu|Ct;^ur~gL`bD>J@l)P$q_A zO7b3HGOUG`vgH{}&&AgrFy%K^>? z>wf**coZ2vdSDcNYSm~dZ(vk6&m6bVKmVgrx-X<>{QzA!)2*L+HLTQz$e8UcB&Djq zl)-%s$ZtUN-R!4ZiG=L0#_P=BbUyH+YPmFl_ogkkQ$=s@T1v}rNnZ^eMaqJ|quc+6 z*ygceDOrldsL30w`H;rNu+IjlS+G~p&0SawXCA1+D zC%cZtjUkLNq%FadtHE?O(yQTP486A{1x<{krq#rpauNQaeyhM3*i0%tBpQHQo-u)x z{0{&KS`>}vf2_}b160XZO2$b)cyrHq7ZSeiSbRvaxnKUH{Q`-P(nL&^fcF2){vhN- zbX&WEjP7?b4A%0y6n_=m%l00uZ+}mCYO(!x?j$+O$*TqoD_Q5EoyDJ?w?^UIa491H zE}87(bR`X;@u#3Qy~9wWdWQIg1`cXrk$x9=ccR|RY1~%{fAJ@uq@J3e872x0v$hmv ze_KcL(wM|n0EOp;t{hKoohYyDmYO;!`7^Lx;0k=PWPGZpI>V5qYlzjSL_(%|mud50 z7#{p97s`U|Sn$WYF>-i{i4`kzlrV6a<}=72q2sAT7Zh{>P%*6B;Zl;~0xWymt10Mo zl5{bmR(wJefJpNGK=fSRP|mpCI-)Nf6?Pv==FcFmpSwF1%CTOucV{yqxSyx4Zws3O z8hr5Uyd%ezIO7?PnEO0T%af#KOiXD$e?V&OX-B|ZX-YsgSs%sv-6U+sLPuz{D4bq| zpd&|o5tNCmpT>(uIbRf?8c}d3IpOb3sn6>_dr*26R#ev<_~vi)wleW$PX|5)$_ z+_|=pi(0D(AB_sjQ;sQQSM&AWqzDO1@NHw;C9cPdXRKRI#@nUW)CgFxzQ1nyd!+h& zcjU!U=&u|>@}R(9D$%lu2TlV>@I2-n@fCr5PrZNVyKWR7hm zWjoy^p7v8m#$qN0K#8jT- zq`mSirDZDa1Jxm;Rg3rAPhC)LcI4@-RvKT+@9&KsR3b0_0zuM!Fg7u>oF>3bzOxZPU&$ab$Z9@ zY)f7pKh22I7ZykL{YsdjcqeN++=0a}elQM-4;Q)(`Ep3|VFHqnXOh14`!Bus& z9w%*EWK6AiAM{s$6~SEQS;A>ey$#`7)khZvamem{P?>k)5&7Sl&&NXKk}o!%vd;-! zpo2p-_h^b$DNBO>{h4JdGB=D>fvGIYN8v&XsfxU~VaefL?q} z3ekM?iOKkCzQHkBkhg=hD!@&(L}FcHKoa zbZ7)H1C|lHjwEb@tu=n^OvdHOo7o+W`0-y3KdP#bb~wM=Vr_gyoEq|#B?$&d$tals ziIs-&7isBpvS|CjC|7C&3I0SE?~`a%g~$PI%;au^cUp@ER3?mn-|vyu!$7MV6(uvt z+CcGuM(Ku2&G0tcRCo7#D$Dirfqef2qPOE5I)oCGzmR5G!o#Q~(k~)c=LpIfrhHQk zeAva6MilEifE7rgP1M7AyWmLOXK}i8?=z2;N=no)`IGm#y%aGE>-FN zyXCp0Sln{IsfOBuCdE*#@CQof%jzuU*jkR*Su3?5t}F(#g0BD0Zzu|1MDes8U7f9; z$JBg|mqTXt`muZ8=Z`3wx$uizZG_7>GI7tcfOHW`C2bKxNOR)XAwRkLOaHS4xwlH4 zDpU29#6wLXI;H?0Se`SRa&I_QmI{zo7p%uveBZ0KZKd9H6@U?YGArbfm)D*^5=&Rp z`k{35?Z5GbZnv>z@NmJ%+sx=1WanWg)8r}C_>EGR8mk(NR$pW<-l8OTU^_u3M@gwS z7}GGa1)`z5G|DZirw;FB@VhH7Dq*0qc=|9lLe{w2#`g+_nt>_%o<~9(VZe=zI*SSz4w43-_o>4E4`M@NPKTWZuQJs)?KXbWp1M zimd5F;?AP(LWcaI-^Sl{`~>tmxsQB9Y$Xi*{Zr#py_+I$vx7@NY`S?HFfS!hUiz$a z{>!&e1(16T!Om)m)&k1W#*d#GslD^4!TwiF2WjFBvi=Ms!ADT)ArEW6zfVuIXcXVk z>AHjPADW+mJzY`_Ieq(s?jbk4iD2Rb8*V3t6?I+E06(K8H!!xnDzO%GB;Z$N-{M|B zeT`jo%9)s%op*XZKDd6*)-^lWO{#RaIGFdBH+;XXjI(8RxpBc~azG1H^2v7c^bkFE zZCVPE+E*Q=FSe8Vm&6|^3ki{9~qafiMAf7i4APZg>b%&5>nT@pHH z%O*pOv(77?ZiT{W zBibx}Q12tRc7Py1NcZTp`Q4ey%T_nj@1WKg5Fz_Rjl4wlJQj)rtp8yL3r!Shy zvZvnmh!tH4T6Js-?vI0<-rzzl{mgT*S0d_7^AU_8gBg^03o-J=p(1o6kww2hx|!%T z-jqp}m^G*W?$!R#M%Ef?&2jYxmx+lXWZszpI4d$pUN`(S)|*c^CgdwY>Fa>> zgGBJhwe8y#Xd*q0=@SLEgPF>+Qe4?%E*v{a`||luZ~&dqMBrRfJ{SDMaJ!s_;cSJp zSqZHXIdc@@XteNySUZs^9SG7xK`8=NBNM)fRVOjw)D^)w%L2OPkTQ$Tel-J)GD3=YXy+F4in(ILy*A3m@3o73uv?JC}Q>f zrY&8SWmesiba0|3X-jmlMT3 z*ST|_U@O=i*sM_*48G)dgXqlwoFp5G6qSM3&%_f_*n!PiT>?cNI)fAUkA{qWnqdMi+aNK_yVQ&lx4UZknAc9FIzVk% zo6JmFH~c{_tK!gt4+o2>)zoP{sR}!!vfRjI=13!z5}ijMFQ4a4?QIg-BE4T6!#%?d&L;`j5=a`4is>U;%@Rd~ zXC~H7eGQhhYWhMPWf9znDbYIgwud(6$W3e>$W4$~d%qoJ z+JE`1g$qJ%>b|z*xCKenmpV$0pM=Gl-Y*LT8K+P)2X#;XYEFF4mRbc~jj?DM@(1e`nL=F4Syv)TKIePQUz)bZ?Bi3@G@HO$Aps1DvDGkYF50O$_welu^cL7;vPiMGho74$;4fDqKbE{U zd1h{;LfM#Fb|Z&uH~Rm_J)R~Vy4b;1?tW_A)Iz#S_=F|~pISaVkCnQ0&u%Yz%o#|! zS-TSg87LUfFSs{tTuM3$!06ZzH&MFtG)X-l7>3)V?Txuj2HyG*5u;EY2_5vU0ujA? zHXh5G%6e3y7v?AjhyX79pnRBVr}RmPmtrxoB7lkxEzChX^(vKd+sLh?SBic=Q)5nA zdz7Mw3_iA>;T^_Kl~?1|5t%GZ;ki_+i>Q~Q1EVdKZ)$Sh3LM@ea&D~{2HOG++7*wF zAC6jW4>fa~!Vp5+$Z{<)Qxb|{unMgCv2)@%3j=7)Zc%U<^i|SAF88s!A^+Xs!OASYT%7;Jx?olg_6NFP1475N z#0s<@E~FI}#LNQ{?B1;t+N$2k*`K$Hxb%#8tRQi*Z#No0J}Pl;HWb){l7{A8(pu#@ zfE-OTvEreoz1+p`9sUI%Y{e5L-oTP_^NkgpYhZjp&ykinnW;(fu1;ttpSsgYM8ABX4dHe_HxU+%M(D=~) zYM}XUJ5guZ;=_ZcOsC`_{CiU$zN3$+x&5C`vX-V3`8&RjlBs^rf00MNYZW+jCd~7N z%{jJuUUwY(M`8$`B>K&_48!Li682ZaRknMgQ3~dnlp8C?__!P2z@=Auv;T^$yrsNy zCARmaA@^Yo2sS%2$`031-+h9KMZsIHfB>s@}>Y(z988e!`%4=EDoAQ0kbk>+lCoK60Mx9P!~I zlq~wf7kcm_NFImt3ZYlE(b3O1K^QWiFb$V^a2Jlwvm(!XYx<`i@ZMS3UwFt{;x+-v zhx{m=m;4dgvkKp5{*lfSN3o^keSpp9{hlXj%=}e_7Ou{Yiw(J@NXuh*;pL6@$HsfB zh?v+r^cp@jQ4EspC#RqpwPY(}_SS$wZ{S959`C25777&sgtNh%XTCo9VHJC-G z;;wi9{-iv+ETiY;K9qvlEc04f;ZnUP>cUL_T*ms``EtGoP^B#Q>n2dSrbAg8a>*Lg zd0EJ^=tdW~7fbcLFsqryFEcy*-8!?;n%;F+8i{eZyCDaiYxghr z$8k>L|2&-!lhvuVdk!r-kpSFl`5F5d4DJr%M4-qOy3gdmQbqF1=aBtRM7)c_Ae?$b8 zQg4c8*KQ{XJmL)1c7#0Yn0#PTMEs4-IHPjkn0!=;JdhMXqzMLeh`yOylXROP- zl#z3+fwM9l3%VN(6R77ua*uI9%hO7l7{+Hcbr(peh;afUK?B4EC09J{-u{mv)+u#? zdKVBCPt`eU@IzL)OXA`Ebu`Xp?u0m%h&X41}FNfnJ*g1!1wcbbpo%F4x!-#R9ft!8{5`Ho}04?FI#Kg zL|k`tF1t_`ywdy8(wnTut>HND(qNnq%Sq=AvvZbXnLx|mJhi!*&lwG2g|edBdVgLy zjvVTKHAx(+&P;P#2Xobo7_RttUi)Nllc}}hX>|N?-u5g7VJ-NNdwYcaOG?NK=5)}` zMtOL;o|i0mSKm(UI_7BL_^6HnVOTkuPI6y@ZLR(H?c1cr-_ouSLp{5!bx^DiKd*Yb z{K78Ci&Twup zTKm)ioN|wcYy%Qnwb)IzbH>W!;Ah5Zdm_jRY`+VRJ2 zhkspZ9hbK3iQD91A$d!0*-1i#%x81|s+SPRmD}d~<1p6!A13(!vABP2kNgqEG z?AMgl^P+iRoIY(9@_I?n1829lGvAsRnHwS~|5vD2+Zi53j<5N4wNn0{q>>jF9*bI) zL$kMXM-awNOElF>{?Jr^tOz1glbwaD-M0OKOlTeW3C!1ZyxRbB>8JDof(O&R1bh%3x#>y2~<>OXO#IIedH0Q`(&&?eo-c~ z>*Ah#3~09unym~UC-UFqqI>{dmUD$Y4@evG#ORLI*{ZM)Jl=e1it!XzY($S3V zLG!Y6fCjE>x6r@5FG1n|8ompSZaJ>9)q6jqU;XxCQk9zV(?C9+i*>w z21+KYt1gXX&0`x3E)hS7I5}snbBzox9C@Xzcr|{B8Hw;SY1$}&BoYKXH^hpjW-RgJ z-Fb}tannKCv>y~^`r|(1Q9;+sZlYf3XPSX|^gR01UFtu$B*R;$sPZdIZShRr>|b@J z;#G{EdoY+O;REEjQ}X7_YzWLO+Ey3>a_KDe1CjSe| z6arqcEZ)CX!8r(si`dqbF$uu&pnf^Np{1f*TdJ`r2;@SaZ z#hb4xlaCA@Pwqj#LlUEe5L{I$k(Zj$d3(~)u(F%&xb8={N9hKxlZIO1ABsM{Mt|)2 zJ^t9Id;?%4PfR4&Ph9B9cFK~@tG3wlFW-0fXZS_L4U*EiAA%+`h%q2^6BCC;t0iO4V=s4Qug{M|iDV@s zC7|ef-dxiR7T&Mpre!%hiUhHM%3Qxi$Lzw6&(Tvlx9QA_7LhYq<(o~=Y>3ka-zrQa zhGpfFK@)#)rtfz61w35^sN1=IFw&Oc!Nah+8@qhJ0UEGr;JplaxOGI82OVqZHsqfX ze1}r{jy;G?&}Da}a7>SCDsFDuzuseeCKof|Dz2BPsP8? zY;a)Tkr2P~0^2BeO?wnzF_Ul-ekY=-w26VnU%U3f19Z-pj&2 z4J_a|o4Dci+MO)mPQIM>kdPG1xydiR9@#8m zh27D7GF{p|a{8({Q-Pr-;#jV{2zHR>lGoFtIfIpoMo?exuQyX_A;;l0AP4!)JEM$EwMInZkj+8*IHP4vKRd zKx_l-i*>A*C@{u%ct`y~s6MWAfO{@FPIX&sg8H{GMDc{4M3%$@c8&RAlw0-R<4DO3 trJqdc$mBpWeznn?E0M$F`|3v=`3%T2A17h;rxP7$%JLd=6(2u;`(N3pt&so# literal 0 HcmV?d00001 diff --git a/index.html b/index.html new file mode 100644 index 0000000..23cb8a8 --- /dev/null +++ b/index.html @@ -0,0 +1,134 @@ + + + + + + + +
+ + + +

Python Benchmark Results

+ + + +

+ pairwise

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Function nameCold time (s)Warm time (s)Runtime Error
pairwise_numba_nested_for_loops + 0.291 + + + 0.004 + + + N/A + +
pairwise_parakeet_nested_for_loops + 0.103 + + + 0.005 + + + N/A + +
pairwise_parakeet_inner_broadcasting + 0.137 + + + 0.005 + + + N/A + +
pairwise_python_nested_for_loops + 6.071 + + + 6.051 + + + N/A + +
pairwise_python_inner_broadcasting + 0.758 + + + 0.742 + + + N/A + +
+ +

TODO: log import error summary here

+ + + +

Runtime Environment

+ +

Hardware

+ +TODO: describe host machine (CPU, RAM, ...) with psutil + +

Software

+ + +TODO: list version numbers for all the libraries and compilers. + +
+ + + \ No newline at end of file diff --git a/js/bootstrap.js b/js/bootstrap.js new file mode 100644 index 0000000..643e71c --- /dev/null +++ b/js/bootstrap.js @@ -0,0 +1,2280 @@ +/* =================================================== + * bootstrap-transition.js v2.3.2 + * http://twitter.github.com/bootstrap/javascript.html#transitions + * =================================================== + * Copyright 2012 Twitter, Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ========================================================== */ + + +!function ($) { + + "use strict"; // jshint ;_; + + + /* CSS TRANSITION SUPPORT (http://www.modernizr.com/) + * ======================================================= */ + + $(function () { + + $.support.transition = (function () { + + var transitionEnd = (function () { + + var el = document.createElement('bootstrap') + , transEndEventNames = { + 'WebkitTransition' : 'webkitTransitionEnd' + , 'MozTransition' : 'transitionend' + , 'OTransition' : 'oTransitionEnd otransitionend' + , 'transition' : 'transitionend' + } + , name + + for (name in transEndEventNames){ + if (el.style[name] !== undefined) { + return transEndEventNames[name] + } + } + + }()) + + return transitionEnd && { + end: transitionEnd + } + + })() + + }) + +}(window.jQuery);/* ========================================================== + * bootstrap-alert.js v2.3.2 + * http://twitter.github.com/bootstrap/javascript.html#alerts + * ========================================================== + * Copyright 2012 Twitter, Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ========================================================== */ + + +!function ($) { + + "use strict"; // jshint ;_; + + + /* ALERT CLASS DEFINITION + * ====================== */ + + var dismiss = '[data-dismiss="alert"]' + , Alert = function (el) { + $(el).on('click', dismiss, this.close) + } + + Alert.prototype.close = function (e) { + var $this = $(this) + , selector = $this.attr('data-target') + , $parent + + if (!selector) { + selector = $this.attr('href') + selector = selector && selector.replace(/.*(?=#[^\s]*$)/, '') //strip for ie7 + } + + $parent = $(selector) + + e && e.preventDefault() + + $parent.length || ($parent = $this.hasClass('alert') ? $this : $this.parent()) + + $parent.trigger(e = $.Event('close')) + + if (e.isDefaultPrevented()) return + + $parent.removeClass('in') + + function removeElement() { + $parent + .trigger('closed') + .remove() + } + + $.support.transition && $parent.hasClass('fade') ? + $parent.on($.support.transition.end, removeElement) : + removeElement() + } + + + /* ALERT PLUGIN DEFINITION + * ======================= */ + + var old = $.fn.alert + + $.fn.alert = function (option) { + return this.each(function () { + var $this = $(this) + , data = $this.data('alert') + if (!data) $this.data('alert', (data = new Alert(this))) + if (typeof option == 'string') data[option].call($this) + }) + } + + $.fn.alert.Constructor = Alert + + + /* ALERT NO CONFLICT + * ================= */ + + $.fn.alert.noConflict = function () { + $.fn.alert = old + return this + } + + + /* ALERT DATA-API + * ============== */ + + $(document).on('click.alert.data-api', dismiss, Alert.prototype.close) + +}(window.jQuery);/* ============================================================ + * bootstrap-button.js v2.3.2 + * http://twitter.github.com/bootstrap/javascript.html#buttons + * ============================================================ + * Copyright 2012 Twitter, Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================ */ + + +!function ($) { + + "use strict"; // jshint ;_; + + + /* BUTTON PUBLIC CLASS DEFINITION + * ============================== */ + + var Button = function (element, options) { + this.$element = $(element) + this.options = $.extend({}, $.fn.button.defaults, options) + } + + Button.prototype.setState = function (state) { + var d = 'disabled' + , $el = this.$element + , data = $el.data() + , val = $el.is('input') ? 'val' : 'html' + + state = state + 'Text' + data.resetText || $el.data('resetText', $el[val]()) + + $el[val](data[state] || this.options[state]) + + // push to event loop to allow forms to submit + setTimeout(function () { + state == 'loadingText' ? + $el.addClass(d).attr(d, d) : + $el.removeClass(d).removeAttr(d) + }, 0) + } + + Button.prototype.toggle = function () { + var $parent = this.$element.closest('[data-toggle="buttons-radio"]') + + $parent && $parent + .find('.active') + .removeClass('active') + + this.$element.toggleClass('active') + } + + + /* BUTTON PLUGIN DEFINITION + * ======================== */ + + var old = $.fn.button + + $.fn.button = function (option) { + return this.each(function () { + var $this = $(this) + , data = $this.data('button') + , options = typeof option == 'object' && option + if (!data) $this.data('button', (data = new Button(this, options))) + if (option == 'toggle') data.toggle() + else if (option) data.setState(option) + }) + } + + $.fn.button.defaults = { + loadingText: 'loading...' + } + + $.fn.button.Constructor = Button + + + /* BUTTON NO CONFLICT + * ================== */ + + $.fn.button.noConflict = function () { + $.fn.button = old + return this + } + + + /* BUTTON DATA-API + * =============== */ + + $(document).on('click.button.data-api', '[data-toggle^=button]', function (e) { + var $btn = $(e.target) + if (!$btn.hasClass('btn')) $btn = $btn.closest('.btn') + $btn.button('toggle') + }) + +}(window.jQuery);/* ========================================================== + * bootstrap-carousel.js v2.3.2 + * http://twitter.github.com/bootstrap/javascript.html#carousel + * ========================================================== + * Copyright 2012 Twitter, Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ========================================================== */ + + +!function ($) { + + "use strict"; // jshint ;_; + + + /* CAROUSEL CLASS DEFINITION + * ========================= */ + + var Carousel = function (element, options) { + this.$element = $(element) + this.$indicators = this.$element.find('.carousel-indicators') + this.options = options + this.options.pause == 'hover' && this.$element + .on('mouseenter', $.proxy(this.pause, this)) + .on('mouseleave', $.proxy(this.cycle, this)) + } + + Carousel.prototype = { + + cycle: function (e) { + if (!e) this.paused = false + if (this.interval) clearInterval(this.interval); + this.options.interval + && !this.paused + && (this.interval = setInterval($.proxy(this.next, this), this.options.interval)) + return this + } + + , getActiveIndex: function () { + this.$active = this.$element.find('.item.active') + this.$items = this.$active.parent().children() + return this.$items.index(this.$active) + } + + , to: function (pos) { + var activeIndex = this.getActiveIndex() + , that = this + + if (pos > (this.$items.length - 1) || pos < 0) return + + if (this.sliding) { + return this.$element.one('slid', function () { + that.to(pos) + }) + } + + if (activeIndex == pos) { + return this.pause().cycle() + } + + return this.slide(pos > activeIndex ? 'next' : 'prev', $(this.$items[pos])) + } + + , pause: function (e) { + if (!e) this.paused = true + if (this.$element.find('.next, .prev').length && $.support.transition.end) { + this.$element.trigger($.support.transition.end) + this.cycle(true) + } + clearInterval(this.interval) + this.interval = null + return this + } + + , next: function () { + if (this.sliding) return + return this.slide('next') + } + + , prev: function () { + if (this.sliding) return + return this.slide('prev') + } + + , slide: function (type, next) { + var $active = this.$element.find('.item.active') + , $next = next || $active[type]() + , isCycling = this.interval + , direction = type == 'next' ? 'left' : 'right' + , fallback = type == 'next' ? 'first' : 'last' + , that = this + , e + + this.sliding = true + + isCycling && this.pause() + + $next = $next.length ? $next : this.$element.find('.item')[fallback]() + + e = $.Event('slide', { + relatedTarget: $next[0] + , direction: direction + }) + + if ($next.hasClass('active')) return + + if (this.$indicators.length) { + this.$indicators.find('.active').removeClass('active') + this.$element.one('slid', function () { + var $nextIndicator = $(that.$indicators.children()[that.getActiveIndex()]) + $nextIndicator && $nextIndicator.addClass('active') + }) + } + + if ($.support.transition && this.$element.hasClass('slide')) { + this.$element.trigger(e) + if (e.isDefaultPrevented()) return + $next.addClass(type) + $next[0].offsetWidth // force reflow + $active.addClass(direction) + $next.addClass(direction) + this.$element.one($.support.transition.end, function () { + $next.removeClass([type, direction].join(' ')).addClass('active') + $active.removeClass(['active', direction].join(' ')) + that.sliding = false + setTimeout(function () { that.$element.trigger('slid') }, 0) + }) + } else { + this.$element.trigger(e) + if (e.isDefaultPrevented()) return + $active.removeClass('active') + $next.addClass('active') + this.sliding = false + this.$element.trigger('slid') + } + + isCycling && this.cycle() + + return this + } + + } + + + /* CAROUSEL PLUGIN DEFINITION + * ========================== */ + + var old = $.fn.carousel + + $.fn.carousel = function (option) { + return this.each(function () { + var $this = $(this) + , data = $this.data('carousel') + , options = $.extend({}, $.fn.carousel.defaults, typeof option == 'object' && option) + , action = typeof option == 'string' ? option : options.slide + if (!data) $this.data('carousel', (data = new Carousel(this, options))) + if (typeof option == 'number') data.to(option) + else if (action) data[action]() + else if (options.interval) data.pause().cycle() + }) + } + + $.fn.carousel.defaults = { + interval: 5000 + , pause: 'hover' + } + + $.fn.carousel.Constructor = Carousel + + + /* CAROUSEL NO CONFLICT + * ==================== */ + + $.fn.carousel.noConflict = function () { + $.fn.carousel = old + return this + } + + /* CAROUSEL DATA-API + * ================= */ + + $(document).on('click.carousel.data-api', '[data-slide], [data-slide-to]', function (e) { + var $this = $(this), href + , $target = $($this.attr('data-target') || (href = $this.attr('href')) && href.replace(/.*(?=#[^\s]+$)/, '')) //strip for ie7 + , options = $.extend({}, $target.data(), $this.data()) + , slideIndex + + $target.carousel(options) + + if (slideIndex = $this.attr('data-slide-to')) { + $target.data('carousel').pause().to(slideIndex).cycle() + } + + e.preventDefault() + }) + +}(window.jQuery);/* ============================================================= + * bootstrap-collapse.js v2.3.2 + * http://twitter.github.com/bootstrap/javascript.html#collapse + * ============================================================= + * Copyright 2012 Twitter, Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================ */ + + +!function ($) { + + "use strict"; // jshint ;_; + + + /* COLLAPSE PUBLIC CLASS DEFINITION + * ================================ */ + + var Collapse = function (element, options) { + this.$element = $(element) + this.options = $.extend({}, $.fn.collapse.defaults, options) + + if (this.options.parent) { + this.$parent = $(this.options.parent) + } + + this.options.toggle && this.toggle() + } + + Collapse.prototype = { + + constructor: Collapse + + , dimension: function () { + var hasWidth = this.$element.hasClass('width') + return hasWidth ? 'width' : 'height' + } + + , show: function () { + var dimension + , scroll + , actives + , hasData + + if (this.transitioning || this.$element.hasClass('in')) return + + dimension = this.dimension() + scroll = $.camelCase(['scroll', dimension].join('-')) + actives = this.$parent && this.$parent.find('> .accordion-group > .in') + + if (actives && actives.length) { + hasData = actives.data('collapse') + if (hasData && hasData.transitioning) return + actives.collapse('hide') + hasData || actives.data('collapse', null) + } + + this.$element[dimension](0) + this.transition('addClass', $.Event('show'), 'shown') + $.support.transition && this.$element[dimension](this.$element[0][scroll]) + } + + , hide: function () { + var dimension + if (this.transitioning || !this.$element.hasClass('in')) return + dimension = this.dimension() + this.reset(this.$element[dimension]()) + this.transition('removeClass', $.Event('hide'), 'hidden') + this.$element[dimension](0) + } + + , reset: function (size) { + var dimension = this.dimension() + + this.$element + .removeClass('collapse') + [dimension](size || 'auto') + [0].offsetWidth + + this.$element[size !== null ? 'addClass' : 'removeClass']('collapse') + + return this + } + + , transition: function (method, startEvent, completeEvent) { + var that = this + , complete = function () { + if (startEvent.type == 'show') that.reset() + that.transitioning = 0 + that.$element.trigger(completeEvent) + } + + this.$element.trigger(startEvent) + + if (startEvent.isDefaultPrevented()) return + + this.transitioning = 1 + + this.$element[method]('in') + + $.support.transition && this.$element.hasClass('collapse') ? + this.$element.one($.support.transition.end, complete) : + complete() + } + + , toggle: function () { + this[this.$element.hasClass('in') ? 'hide' : 'show']() + } + + } + + + /* COLLAPSE PLUGIN DEFINITION + * ========================== */ + + var old = $.fn.collapse + + $.fn.collapse = function (option) { + return this.each(function () { + var $this = $(this) + , data = $this.data('collapse') + , options = $.extend({}, $.fn.collapse.defaults, $this.data(), typeof option == 'object' && option) + if (!data) $this.data('collapse', (data = new Collapse(this, options))) + if (typeof option == 'string') data[option]() + }) + } + + $.fn.collapse.defaults = { + toggle: true + } + + $.fn.collapse.Constructor = Collapse + + + /* COLLAPSE NO CONFLICT + * ==================== */ + + $.fn.collapse.noConflict = function () { + $.fn.collapse = old + return this + } + + + /* COLLAPSE DATA-API + * ================= */ + + $(document).on('click.collapse.data-api', '[data-toggle=collapse]', function (e) { + var $this = $(this), href + , target = $this.attr('data-target') + || e.preventDefault() + || (href = $this.attr('href')) && href.replace(/.*(?=#[^\s]+$)/, '') //strip for ie7 + , option = $(target).data('collapse') ? 'toggle' : $this.data() + $this[$(target).hasClass('in') ? 'addClass' : 'removeClass']('collapsed') + $(target).collapse(option) + }) + +}(window.jQuery);/* ============================================================ + * bootstrap-dropdown.js v2.3.2 + * http://twitter.github.com/bootstrap/javascript.html#dropdowns + * ============================================================ + * Copyright 2012 Twitter, Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================ */ + + +!function ($) { + + "use strict"; // jshint ;_; + + + /* DROPDOWN CLASS DEFINITION + * ========================= */ + + var toggle = '[data-toggle=dropdown]' + , Dropdown = function (element) { + var $el = $(element).on('click.dropdown.data-api', this.toggle) + $('html').on('click.dropdown.data-api', function () { + $el.parent().removeClass('open') + }) + } + + Dropdown.prototype = { + + constructor: Dropdown + + , toggle: function (e) { + var $this = $(this) + , $parent + , isActive + + if ($this.is('.disabled, :disabled')) return + + $parent = getParent($this) + + isActive = $parent.hasClass('open') + + clearMenus() + + if (!isActive) { + if ('ontouchstart' in document.documentElement) { + // if mobile we we use a backdrop because click events don't delegate + $('
').insertBefore($(this)).on('click', clearMenus) + } + $parent.toggleClass('open') + } + + $this.focus() + + return false + } + + , keydown: function (e) { + var $this + , $items + , $active + , $parent + , isActive + , index + + if (!/(38|40|27)/.test(e.keyCode)) return + + $this = $(this) + + e.preventDefault() + e.stopPropagation() + + if ($this.is('.disabled, :disabled')) return + + $parent = getParent($this) + + isActive = $parent.hasClass('open') + + if (!isActive || (isActive && e.keyCode == 27)) { + if (e.which == 27) $parent.find(toggle).focus() + return $this.click() + } + + $items = $('[role=menu] li:not(.divider):visible a', $parent) + + if (!$items.length) return + + index = $items.index($items.filter(':focus')) + + if (e.keyCode == 38 && index > 0) index-- // up + if (e.keyCode == 40 && index < $items.length - 1) index++ // down + if (!~index) index = 0 + + $items + .eq(index) + .focus() + } + + } + + function clearMenus() { + $('.dropdown-backdrop').remove() + $(toggle).each(function () { + getParent($(this)).removeClass('open') + }) + } + + function getParent($this) { + var selector = $this.attr('data-target') + , $parent + + if (!selector) { + selector = $this.attr('href') + selector = selector && /#/.test(selector) && selector.replace(/.*(?=#[^\s]*$)/, '') //strip for ie7 + } + + $parent = selector && $(selector) + + if (!$parent || !$parent.length) $parent = $this.parent() + + return $parent + } + + + /* DROPDOWN PLUGIN DEFINITION + * ========================== */ + + var old = $.fn.dropdown + + $.fn.dropdown = function (option) { + return this.each(function () { + var $this = $(this) + , data = $this.data('dropdown') + if (!data) $this.data('dropdown', (data = new Dropdown(this))) + if (typeof option == 'string') data[option].call($this) + }) + } + + $.fn.dropdown.Constructor = Dropdown + + + /* DROPDOWN NO CONFLICT + * ==================== */ + + $.fn.dropdown.noConflict = function () { + $.fn.dropdown = old + return this + } + + + /* APPLY TO STANDARD DROPDOWN ELEMENTS + * =================================== */ + + $(document) + .on('click.dropdown.data-api', clearMenus) + .on('click.dropdown.data-api', '.dropdown form', function (e) { e.stopPropagation() }) + .on('click.dropdown.data-api' , toggle, Dropdown.prototype.toggle) + .on('keydown.dropdown.data-api', toggle + ', [role=menu]' , Dropdown.prototype.keydown) + +}(window.jQuery); +/* ========================================================= + * bootstrap-modal.js v2.3.2 + * http://twitter.github.com/bootstrap/javascript.html#modals + * ========================================================= + * Copyright 2012 Twitter, Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ========================================================= */ + + +!function ($) { + + "use strict"; // jshint ;_; + + + /* MODAL CLASS DEFINITION + * ====================== */ + + var Modal = function (element, options) { + this.options = options + this.$element = $(element) + .delegate('[data-dismiss="modal"]', 'click.dismiss.modal', $.proxy(this.hide, this)) + this.options.remote && this.$element.find('.modal-body').load(this.options.remote) + } + + Modal.prototype = { + + constructor: Modal + + , toggle: function () { + return this[!this.isShown ? 'show' : 'hide']() + } + + , show: function () { + var that = this + , e = $.Event('show') + + this.$element.trigger(e) + + if (this.isShown || e.isDefaultPrevented()) return + + this.isShown = true + + this.escape() + + this.backdrop(function () { + var transition = $.support.transition && that.$element.hasClass('fade') + + if (!that.$element.parent().length) { + that.$element.appendTo(document.body) //don't move modals dom position + } + + that.$element.show() + + if (transition) { + that.$element[0].offsetWidth // force reflow + } + + that.$element + .addClass('in') + .attr('aria-hidden', false) + + that.enforceFocus() + + transition ? + that.$element.one($.support.transition.end, function () { that.$element.focus().trigger('shown') }) : + that.$element.focus().trigger('shown') + + }) + } + + , hide: function (e) { + e && e.preventDefault() + + var that = this + + e = $.Event('hide') + + this.$element.trigger(e) + + if (!this.isShown || e.isDefaultPrevented()) return + + this.isShown = false + + this.escape() + + $(document).off('focusin.modal') + + this.$element + .removeClass('in') + .attr('aria-hidden', true) + + $.support.transition && this.$element.hasClass('fade') ? + this.hideWithTransition() : + this.hideModal() + } + + , enforceFocus: function () { + var that = this + $(document).on('focusin.modal', function (e) { + if (that.$element[0] !== e.target && !that.$element.has(e.target).length) { + that.$element.focus() + } + }) + } + + , escape: function () { + var that = this + if (this.isShown && this.options.keyboard) { + this.$element.on('keyup.dismiss.modal', function ( e ) { + e.which == 27 && that.hide() + }) + } else if (!this.isShown) { + this.$element.off('keyup.dismiss.modal') + } + } + + , hideWithTransition: function () { + var that = this + , timeout = setTimeout(function () { + that.$element.off($.support.transition.end) + that.hideModal() + }, 500) + + this.$element.one($.support.transition.end, function () { + clearTimeout(timeout) + that.hideModal() + }) + } + + , hideModal: function () { + var that = this + this.$element.hide() + this.backdrop(function () { + that.removeBackdrop() + that.$element.trigger('hidden') + }) + } + + , removeBackdrop: function () { + this.$backdrop && this.$backdrop.remove() + this.$backdrop = null + } + + , backdrop: function (callback) { + var that = this + , animate = this.$element.hasClass('fade') ? 'fade' : '' + + if (this.isShown && this.options.backdrop) { + var doAnimate = $.support.transition && animate + + this.$backdrop = $('
') + .appendTo(document.body) + + this.$backdrop.click( + this.options.backdrop == 'static' ? + $.proxy(this.$element[0].focus, this.$element[0]) + : $.proxy(this.hide, this) + ) + + if (doAnimate) this.$backdrop[0].offsetWidth // force reflow + + this.$backdrop.addClass('in') + + if (!callback) return + + doAnimate ? + this.$backdrop.one($.support.transition.end, callback) : + callback() + + } else if (!this.isShown && this.$backdrop) { + this.$backdrop.removeClass('in') + + $.support.transition && this.$element.hasClass('fade')? + this.$backdrop.one($.support.transition.end, callback) : + callback() + + } else if (callback) { + callback() + } + } + } + + + /* MODAL PLUGIN DEFINITION + * ======================= */ + + var old = $.fn.modal + + $.fn.modal = function (option) { + return this.each(function () { + var $this = $(this) + , data = $this.data('modal') + , options = $.extend({}, $.fn.modal.defaults, $this.data(), typeof option == 'object' && option) + if (!data) $this.data('modal', (data = new Modal(this, options))) + if (typeof option == 'string') data[option]() + else if (options.show) data.show() + }) + } + + $.fn.modal.defaults = { + backdrop: true + , keyboard: true + , show: true + } + + $.fn.modal.Constructor = Modal + + + /* MODAL NO CONFLICT + * ================= */ + + $.fn.modal.noConflict = function () { + $.fn.modal = old + return this + } + + + /* MODAL DATA-API + * ============== */ + + $(document).on('click.modal.data-api', '[data-toggle="modal"]', function (e) { + var $this = $(this) + , href = $this.attr('href') + , $target = $($this.attr('data-target') || (href && href.replace(/.*(?=#[^\s]+$)/, ''))) //strip for ie7 + , option = $target.data('modal') ? 'toggle' : $.extend({ remote:!/#/.test(href) && href }, $target.data(), $this.data()) + + e.preventDefault() + + $target + .modal(option) + .one('hide', function () { + $this.focus() + }) + }) + +}(window.jQuery); +/* =========================================================== + * bootstrap-tooltip.js v2.3.2 + * http://twitter.github.com/bootstrap/javascript.html#tooltips + * Inspired by the original jQuery.tipsy by Jason Frame + * =========================================================== + * Copyright 2012 Twitter, Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ========================================================== */ + + +!function ($) { + + "use strict"; // jshint ;_; + + + /* TOOLTIP PUBLIC CLASS DEFINITION + * =============================== */ + + var Tooltip = function (element, options) { + this.init('tooltip', element, options) + } + + Tooltip.prototype = { + + constructor: Tooltip + + , init: function (type, element, options) { + var eventIn + , eventOut + , triggers + , trigger + , i + + this.type = type + this.$element = $(element) + this.options = this.getOptions(options) + this.enabled = true + + triggers = this.options.trigger.split(' ') + + for (i = triggers.length; i--;) { + trigger = triggers[i] + if (trigger == 'click') { + this.$element.on('click.' + this.type, this.options.selector, $.proxy(this.toggle, this)) + } else if (trigger != 'manual') { + eventIn = trigger == 'hover' ? 'mouseenter' : 'focus' + eventOut = trigger == 'hover' ? 'mouseleave' : 'blur' + this.$element.on(eventIn + '.' + this.type, this.options.selector, $.proxy(this.enter, this)) + this.$element.on(eventOut + '.' + this.type, this.options.selector, $.proxy(this.leave, this)) + } + } + + this.options.selector ? + (this._options = $.extend({}, this.options, { trigger: 'manual', selector: '' })) : + this.fixTitle() + } + + , getOptions: function (options) { + options = $.extend({}, $.fn[this.type].defaults, this.$element.data(), options) + + if (options.delay && typeof options.delay == 'number') { + options.delay = { + show: options.delay + , hide: options.delay + } + } + + return options + } + + , enter: function (e) { + var defaults = $.fn[this.type].defaults + , options = {} + , self + + this._options && $.each(this._options, function (key, value) { + if (defaults[key] != value) options[key] = value + }, this) + + self = $(e.currentTarget)[this.type](options).data(this.type) + + if (!self.options.delay || !self.options.delay.show) return self.show() + + clearTimeout(this.timeout) + self.hoverState = 'in' + this.timeout = setTimeout(function() { + if (self.hoverState == 'in') self.show() + }, self.options.delay.show) + } + + , leave: function (e) { + var self = $(e.currentTarget)[this.type](this._options).data(this.type) + + if (this.timeout) clearTimeout(this.timeout) + if (!self.options.delay || !self.options.delay.hide) return self.hide() + + self.hoverState = 'out' + this.timeout = setTimeout(function() { + if (self.hoverState == 'out') self.hide() + }, self.options.delay.hide) + } + + , show: function () { + var $tip + , pos + , actualWidth + , actualHeight + , placement + , tp + , e = $.Event('show') + + if (this.hasContent() && this.enabled) { + this.$element.trigger(e) + if (e.isDefaultPrevented()) return + $tip = this.tip() + this.setContent() + + if (this.options.animation) { + $tip.addClass('fade') + } + + placement = typeof this.options.placement == 'function' ? + this.options.placement.call(this, $tip[0], this.$element[0]) : + this.options.placement + + $tip + .detach() + .css({ top: 0, left: 0, display: 'block' }) + + this.options.container ? $tip.appendTo(this.options.container) : $tip.insertAfter(this.$element) + + pos = this.getPosition() + + actualWidth = $tip[0].offsetWidth + actualHeight = $tip[0].offsetHeight + + switch (placement) { + case 'bottom': + tp = {top: pos.top + pos.height, left: pos.left + pos.width / 2 - actualWidth / 2} + break + case 'top': + tp = {top: pos.top - actualHeight, left: pos.left + pos.width / 2 - actualWidth / 2} + break + case 'left': + tp = {top: pos.top + pos.height / 2 - actualHeight / 2, left: pos.left - actualWidth} + break + case 'right': + tp = {top: pos.top + pos.height / 2 - actualHeight / 2, left: pos.left + pos.width} + break + } + + this.applyPlacement(tp, placement) + this.$element.trigger('shown') + } + } + + , applyPlacement: function(offset, placement){ + var $tip = this.tip() + , width = $tip[0].offsetWidth + , height = $tip[0].offsetHeight + , actualWidth + , actualHeight + , delta + , replace + + $tip + .offset(offset) + .addClass(placement) + .addClass('in') + + actualWidth = $tip[0].offsetWidth + actualHeight = $tip[0].offsetHeight + + if (placement == 'top' && actualHeight != height) { + offset.top = offset.top + height - actualHeight + replace = true + } + + if (placement == 'bottom' || placement == 'top') { + delta = 0 + + if (offset.left < 0){ + delta = offset.left * -2 + offset.left = 0 + $tip.offset(offset) + actualWidth = $tip[0].offsetWidth + actualHeight = $tip[0].offsetHeight + } + + this.replaceArrow(delta - width + actualWidth, actualWidth, 'left') + } else { + this.replaceArrow(actualHeight - height, actualHeight, 'top') + } + + if (replace) $tip.offset(offset) + } + + , replaceArrow: function(delta, dimension, position){ + this + .arrow() + .css(position, delta ? (50 * (1 - delta / dimension) + "%") : '') + } + + , setContent: function () { + var $tip = this.tip() + , title = this.getTitle() + + $tip.find('.tooltip-inner')[this.options.html ? 'html' : 'text'](title) + $tip.removeClass('fade in top bottom left right') + } + + , hide: function () { + var that = this + , $tip = this.tip() + , e = $.Event('hide') + + this.$element.trigger(e) + if (e.isDefaultPrevented()) return + + $tip.removeClass('in') + + function removeWithAnimation() { + var timeout = setTimeout(function () { + $tip.off($.support.transition.end).detach() + }, 500) + + $tip.one($.support.transition.end, function () { + clearTimeout(timeout) + $tip.detach() + }) + } + + $.support.transition && this.$tip.hasClass('fade') ? + removeWithAnimation() : + $tip.detach() + + this.$element.trigger('hidden') + + return this + } + + , fixTitle: function () { + var $e = this.$element + if ($e.attr('title') || typeof($e.attr('data-original-title')) != 'string') { + $e.attr('data-original-title', $e.attr('title') || '').attr('title', '') + } + } + + , hasContent: function () { + return this.getTitle() + } + + , getPosition: function () { + var el = this.$element[0] + return $.extend({}, (typeof el.getBoundingClientRect == 'function') ? el.getBoundingClientRect() : { + width: el.offsetWidth + , height: el.offsetHeight + }, this.$element.offset()) + } + + , getTitle: function () { + var title + , $e = this.$element + , o = this.options + + title = $e.attr('data-original-title') + || (typeof o.title == 'function' ? o.title.call($e[0]) : o.title) + + return title + } + + , tip: function () { + return this.$tip = this.$tip || $(this.options.template) + } + + , arrow: function(){ + return this.$arrow = this.$arrow || this.tip().find(".tooltip-arrow") + } + + , validate: function () { + if (!this.$element[0].parentNode) { + this.hide() + this.$element = null + this.options = null + } + } + + , enable: function () { + this.enabled = true + } + + , disable: function () { + this.enabled = false + } + + , toggleEnabled: function () { + this.enabled = !this.enabled + } + + , toggle: function (e) { + var self = e ? $(e.currentTarget)[this.type](this._options).data(this.type) : this + self.tip().hasClass('in') ? self.hide() : self.show() + } + + , destroy: function () { + this.hide().$element.off('.' + this.type).removeData(this.type) + } + + } + + + /* TOOLTIP PLUGIN DEFINITION + * ========================= */ + + var old = $.fn.tooltip + + $.fn.tooltip = function ( option ) { + return this.each(function () { + var $this = $(this) + , data = $this.data('tooltip') + , options = typeof option == 'object' && option + if (!data) $this.data('tooltip', (data = new Tooltip(this, options))) + if (typeof option == 'string') data[option]() + }) + } + + $.fn.tooltip.Constructor = Tooltip + + $.fn.tooltip.defaults = { + animation: true + , placement: 'top' + , selector: false + , template: '
' + , trigger: 'hover focus' + , title: '' + , delay: 0 + , html: false + , container: false + } + + + /* TOOLTIP NO CONFLICT + * =================== */ + + $.fn.tooltip.noConflict = function () { + $.fn.tooltip = old + return this + } + +}(window.jQuery); +/* =========================================================== + * bootstrap-popover.js v2.3.2 + * http://twitter.github.com/bootstrap/javascript.html#popovers + * =========================================================== + * Copyright 2012 Twitter, Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * =========================================================== */ + + +!function ($) { + + "use strict"; // jshint ;_; + + + /* POPOVER PUBLIC CLASS DEFINITION + * =============================== */ + + var Popover = function (element, options) { + this.init('popover', element, options) + } + + + /* NOTE: POPOVER EXTENDS BOOTSTRAP-TOOLTIP.js + ========================================== */ + + Popover.prototype = $.extend({}, $.fn.tooltip.Constructor.prototype, { + + constructor: Popover + + , setContent: function () { + var $tip = this.tip() + , title = this.getTitle() + , content = this.getContent() + + $tip.find('.popover-title')[this.options.html ? 'html' : 'text'](title) + $tip.find('.popover-content')[this.options.html ? 'html' : 'text'](content) + + $tip.removeClass('fade top bottom left right in') + } + + , hasContent: function () { + return this.getTitle() || this.getContent() + } + + , getContent: function () { + var content + , $e = this.$element + , o = this.options + + content = (typeof o.content == 'function' ? o.content.call($e[0]) : o.content) + || $e.attr('data-content') + + return content + } + + , tip: function () { + if (!this.$tip) { + this.$tip = $(this.options.template) + } + return this.$tip + } + + , destroy: function () { + this.hide().$element.off('.' + this.type).removeData(this.type) + } + + }) + + + /* POPOVER PLUGIN DEFINITION + * ======================= */ + + var old = $.fn.popover + + $.fn.popover = function (option) { + return this.each(function () { + var $this = $(this) + , data = $this.data('popover') + , options = typeof option == 'object' && option + if (!data) $this.data('popover', (data = new Popover(this, options))) + if (typeof option == 'string') data[option]() + }) + } + + $.fn.popover.Constructor = Popover + + $.fn.popover.defaults = $.extend({} , $.fn.tooltip.defaults, { + placement: 'right' + , trigger: 'click' + , content: '' + , template: '

' + }) + + + /* POPOVER NO CONFLICT + * =================== */ + + $.fn.popover.noConflict = function () { + $.fn.popover = old + return this + } + +}(window.jQuery); +/* ============================================================= + * bootstrap-scrollspy.js v2.3.2 + * http://twitter.github.com/bootstrap/javascript.html#scrollspy + * ============================================================= + * Copyright 2012 Twitter, Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================== */ + + +!function ($) { + + "use strict"; // jshint ;_; + + + /* SCROLLSPY CLASS DEFINITION + * ========================== */ + + function ScrollSpy(element, options) { + var process = $.proxy(this.process, this) + , $element = $(element).is('body') ? $(window) : $(element) + , href + this.options = $.extend({}, $.fn.scrollspy.defaults, options) + this.$scrollElement = $element.on('scroll.scroll-spy.data-api', process) + this.selector = (this.options.target + || ((href = $(element).attr('href')) && href.replace(/.*(?=#[^\s]+$)/, '')) //strip for ie7 + || '') + ' .nav li > a' + this.$body = $('body') + this.refresh() + this.process() + } + + ScrollSpy.prototype = { + + constructor: ScrollSpy + + , refresh: function () { + var self = this + , $targets + + this.offsets = $([]) + this.targets = $([]) + + $targets = this.$body + .find(this.selector) + .map(function () { + var $el = $(this) + , href = $el.data('target') || $el.attr('href') + , $href = /^#\w/.test(href) && $(href) + return ( $href + && $href.length + && [[ $href.position().top + (!$.isWindow(self.$scrollElement.get(0)) && self.$scrollElement.scrollTop()), href ]] ) || null + }) + .sort(function (a, b) { return a[0] - b[0] }) + .each(function () { + self.offsets.push(this[0]) + self.targets.push(this[1]) + }) + } + + , process: function () { + var scrollTop = this.$scrollElement.scrollTop() + this.options.offset + , scrollHeight = this.$scrollElement[0].scrollHeight || this.$body[0].scrollHeight + , maxScroll = scrollHeight - this.$scrollElement.height() + , offsets = this.offsets + , targets = this.targets + , activeTarget = this.activeTarget + , i + + if (scrollTop >= maxScroll) { + return activeTarget != (i = targets.last()[0]) + && this.activate ( i ) + } + + for (i = offsets.length; i--;) { + activeTarget != targets[i] + && scrollTop >= offsets[i] + && (!offsets[i + 1] || scrollTop <= offsets[i + 1]) + && this.activate( targets[i] ) + } + } + + , activate: function (target) { + var active + , selector + + this.activeTarget = target + + $(this.selector) + .parent('.active') + .removeClass('active') + + selector = this.selector + + '[data-target="' + target + '"],' + + this.selector + '[href="' + target + '"]' + + active = $(selector) + .parent('li') + .addClass('active') + + if (active.parent('.dropdown-menu').length) { + active = active.closest('li.dropdown').addClass('active') + } + + active.trigger('activate') + } + + } + + + /* SCROLLSPY PLUGIN DEFINITION + * =========================== */ + + var old = $.fn.scrollspy + + $.fn.scrollspy = function (option) { + return this.each(function () { + var $this = $(this) + , data = $this.data('scrollspy') + , options = typeof option == 'object' && option + if (!data) $this.data('scrollspy', (data = new ScrollSpy(this, options))) + if (typeof option == 'string') data[option]() + }) + } + + $.fn.scrollspy.Constructor = ScrollSpy + + $.fn.scrollspy.defaults = { + offset: 10 + } + + + /* SCROLLSPY NO CONFLICT + * ===================== */ + + $.fn.scrollspy.noConflict = function () { + $.fn.scrollspy = old + return this + } + + + /* SCROLLSPY DATA-API + * ================== */ + + $(window).on('load', function () { + $('[data-spy="scroll"]').each(function () { + var $spy = $(this) + $spy.scrollspy($spy.data()) + }) + }) + +}(window.jQuery);/* ======================================================== + * bootstrap-tab.js v2.3.2 + * http://twitter.github.com/bootstrap/javascript.html#tabs + * ======================================================== + * Copyright 2012 Twitter, Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ======================================================== */ + + +!function ($) { + + "use strict"; // jshint ;_; + + + /* TAB CLASS DEFINITION + * ==================== */ + + var Tab = function (element) { + this.element = $(element) + } + + Tab.prototype = { + + constructor: Tab + + , show: function () { + var $this = this.element + , $ul = $this.closest('ul:not(.dropdown-menu)') + , selector = $this.attr('data-target') + , previous + , $target + , e + + if (!selector) { + selector = $this.attr('href') + selector = selector && selector.replace(/.*(?=#[^\s]*$)/, '') //strip for ie7 + } + + if ( $this.parent('li').hasClass('active') ) return + + previous = $ul.find('.active:last a')[0] + + e = $.Event('show', { + relatedTarget: previous + }) + + $this.trigger(e) + + if (e.isDefaultPrevented()) return + + $target = $(selector) + + this.activate($this.parent('li'), $ul) + this.activate($target, $target.parent(), function () { + $this.trigger({ + type: 'shown' + , relatedTarget: previous + }) + }) + } + + , activate: function ( element, container, callback) { + var $active = container.find('> .active') + , transition = callback + && $.support.transition + && $active.hasClass('fade') + + function next() { + $active + .removeClass('active') + .find('> .dropdown-menu > .active') + .removeClass('active') + + element.addClass('active') + + if (transition) { + element[0].offsetWidth // reflow for transition + element.addClass('in') + } else { + element.removeClass('fade') + } + + if ( element.parent('.dropdown-menu') ) { + element.closest('li.dropdown').addClass('active') + } + + callback && callback() + } + + transition ? + $active.one($.support.transition.end, next) : + next() + + $active.removeClass('in') + } + } + + + /* TAB PLUGIN DEFINITION + * ===================== */ + + var old = $.fn.tab + + $.fn.tab = function ( option ) { + return this.each(function () { + var $this = $(this) + , data = $this.data('tab') + if (!data) $this.data('tab', (data = new Tab(this))) + if (typeof option == 'string') data[option]() + }) + } + + $.fn.tab.Constructor = Tab + + + /* TAB NO CONFLICT + * =============== */ + + $.fn.tab.noConflict = function () { + $.fn.tab = old + return this + } + + + /* TAB DATA-API + * ============ */ + + $(document).on('click.tab.data-api', '[data-toggle="tab"], [data-toggle="pill"]', function (e) { + e.preventDefault() + $(this).tab('show') + }) + +}(window.jQuery);/* ============================================================= + * bootstrap-typeahead.js v2.3.2 + * http://twitter.github.com/bootstrap/javascript.html#typeahead + * ============================================================= + * Copyright 2012 Twitter, Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================ */ + + +!function($){ + + "use strict"; // jshint ;_; + + + /* TYPEAHEAD PUBLIC CLASS DEFINITION + * ================================= */ + + var Typeahead = function (element, options) { + this.$element = $(element) + this.options = $.extend({}, $.fn.typeahead.defaults, options) + this.matcher = this.options.matcher || this.matcher + this.sorter = this.options.sorter || this.sorter + this.highlighter = this.options.highlighter || this.highlighter + this.updater = this.options.updater || this.updater + this.source = this.options.source + this.$menu = $(this.options.menu) + this.shown = false + this.listen() + } + + Typeahead.prototype = { + + constructor: Typeahead + + , select: function () { + var val = this.$menu.find('.active').attr('data-value') + this.$element + .val(this.updater(val)) + .change() + return this.hide() + } + + , updater: function (item) { + return item + } + + , show: function () { + var pos = $.extend({}, this.$element.position(), { + height: this.$element[0].offsetHeight + }) + + this.$menu + .insertAfter(this.$element) + .css({ + top: pos.top + pos.height + , left: pos.left + }) + .show() + + this.shown = true + return this + } + + , hide: function () { + this.$menu.hide() + this.shown = false + return this + } + + , lookup: function (event) { + var items + + this.query = this.$element.val() + + if (!this.query || this.query.length < this.options.minLength) { + return this.shown ? this.hide() : this + } + + items = $.isFunction(this.source) ? this.source(this.query, $.proxy(this.process, this)) : this.source + + return items ? this.process(items) : this + } + + , process: function (items) { + var that = this + + items = $.grep(items, function (item) { + return that.matcher(item) + }) + + items = this.sorter(items) + + if (!items.length) { + return this.shown ? this.hide() : this + } + + return this.render(items.slice(0, this.options.items)).show() + } + + , matcher: function (item) { + return ~item.toLowerCase().indexOf(this.query.toLowerCase()) + } + + , sorter: function (items) { + var beginswith = [] + , caseSensitive = [] + , caseInsensitive = [] + , item + + while (item = items.shift()) { + if (!item.toLowerCase().indexOf(this.query.toLowerCase())) beginswith.push(item) + else if (~item.indexOf(this.query)) caseSensitive.push(item) + else caseInsensitive.push(item) + } + + return beginswith.concat(caseSensitive, caseInsensitive) + } + + , highlighter: function (item) { + var query = this.query.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g, '\\$&') + return item.replace(new RegExp('(' + query + ')', 'ig'), function ($1, match) { + return '' + match + '' + }) + } + + , render: function (items) { + var that = this + + items = $(items).map(function (i, item) { + i = $(that.options.item).attr('data-value', item) + i.find('a').html(that.highlighter(item)) + return i[0] + }) + + items.first().addClass('active') + this.$menu.html(items) + return this + } + + , next: function (event) { + var active = this.$menu.find('.active').removeClass('active') + , next = active.next() + + if (!next.length) { + next = $(this.$menu.find('li')[0]) + } + + next.addClass('active') + } + + , prev: function (event) { + var active = this.$menu.find('.active').removeClass('active') + , prev = active.prev() + + if (!prev.length) { + prev = this.$menu.find('li').last() + } + + prev.addClass('active') + } + + , listen: function () { + this.$element + .on('focus', $.proxy(this.focus, this)) + .on('blur', $.proxy(this.blur, this)) + .on('keypress', $.proxy(this.keypress, this)) + .on('keyup', $.proxy(this.keyup, this)) + + if (this.eventSupported('keydown')) { + this.$element.on('keydown', $.proxy(this.keydown, this)) + } + + this.$menu + .on('click', $.proxy(this.click, this)) + .on('mouseenter', 'li', $.proxy(this.mouseenter, this)) + .on('mouseleave', 'li', $.proxy(this.mouseleave, this)) + } + + , eventSupported: function(eventName) { + var isSupported = eventName in this.$element + if (!isSupported) { + this.$element.setAttribute(eventName, 'return;') + isSupported = typeof this.$element[eventName] === 'function' + } + return isSupported + } + + , move: function (e) { + if (!this.shown) return + + switch(e.keyCode) { + case 9: // tab + case 13: // enter + case 27: // escape + e.preventDefault() + break + + case 38: // up arrow + e.preventDefault() + this.prev() + break + + case 40: // down arrow + e.preventDefault() + this.next() + break + } + + e.stopPropagation() + } + + , keydown: function (e) { + this.suppressKeyPressRepeat = ~$.inArray(e.keyCode, [40,38,9,13,27]) + this.move(e) + } + + , keypress: function (e) { + if (this.suppressKeyPressRepeat) return + this.move(e) + } + + , keyup: function (e) { + switch(e.keyCode) { + case 40: // down arrow + case 38: // up arrow + case 16: // shift + case 17: // ctrl + case 18: // alt + break + + case 9: // tab + case 13: // enter + if (!this.shown) return + this.select() + break + + case 27: // escape + if (!this.shown) return + this.hide() + break + + default: + this.lookup() + } + + e.stopPropagation() + e.preventDefault() + } + + , focus: function (e) { + this.focused = true + } + + , blur: function (e) { + this.focused = false + if (!this.mousedover && this.shown) this.hide() + } + + , click: function (e) { + e.stopPropagation() + e.preventDefault() + this.select() + this.$element.focus() + } + + , mouseenter: function (e) { + this.mousedover = true + this.$menu.find('.active').removeClass('active') + $(e.currentTarget).addClass('active') + } + + , mouseleave: function (e) { + this.mousedover = false + if (!this.focused && this.shown) this.hide() + } + + } + + + /* TYPEAHEAD PLUGIN DEFINITION + * =========================== */ + + var old = $.fn.typeahead + + $.fn.typeahead = function (option) { + return this.each(function () { + var $this = $(this) + , data = $this.data('typeahead') + , options = typeof option == 'object' && option + if (!data) $this.data('typeahead', (data = new Typeahead(this, options))) + if (typeof option == 'string') data[option]() + }) + } + + $.fn.typeahead.defaults = { + source: [] + , items: 8 + , menu: '
    ' + , item: '
    • ' + , minLength: 1 + } + + $.fn.typeahead.Constructor = Typeahead + + + /* TYPEAHEAD NO CONFLICT + * =================== */ + + $.fn.typeahead.noConflict = function () { + $.fn.typeahead = old + return this + } + + + /* TYPEAHEAD DATA-API + * ================== */ + + $(document).on('focus.typeahead.data-api', '[data-provide="typeahead"]', function (e) { + var $this = $(this) + if ($this.data('typeahead')) return + $this.typeahead($this.data()) + }) + +}(window.jQuery); +/* ========================================================== + * bootstrap-affix.js v2.3.2 + * http://twitter.github.com/bootstrap/javascript.html#affix + * ========================================================== + * Copyright 2012 Twitter, Inc. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ========================================================== */ + + +!function ($) { + + "use strict"; // jshint ;_; + + + /* AFFIX CLASS DEFINITION + * ====================== */ + + var Affix = function (element, options) { + this.options = $.extend({}, $.fn.affix.defaults, options) + this.$window = $(window) + .on('scroll.affix.data-api', $.proxy(this.checkPosition, this)) + .on('click.affix.data-api', $.proxy(function () { setTimeout($.proxy(this.checkPosition, this), 1) }, this)) + this.$element = $(element) + this.checkPosition() + } + + Affix.prototype.checkPosition = function () { + if (!this.$element.is(':visible')) return + + var scrollHeight = $(document).height() + , scrollTop = this.$window.scrollTop() + , position = this.$element.offset() + , offset = this.options.offset + , offsetBottom = offset.bottom + , offsetTop = offset.top + , reset = 'affix affix-top affix-bottom' + , affix + + if (typeof offset != 'object') offsetBottom = offsetTop = offset + if (typeof offsetTop == 'function') offsetTop = offset.top() + if (typeof offsetBottom == 'function') offsetBottom = offset.bottom() + + affix = this.unpin != null && (scrollTop + this.unpin <= position.top) ? + false : offsetBottom != null && (position.top + this.$element.height() >= scrollHeight - offsetBottom) ? + 'bottom' : offsetTop != null && scrollTop <= offsetTop ? + 'top' : false + + if (this.affixed === affix) return + + this.affixed = affix + this.unpin = affix == 'bottom' ? position.top - scrollTop : null + + this.$element.removeClass(reset).addClass('affix' + (affix ? '-' + affix : '')) + } + + + /* AFFIX PLUGIN DEFINITION + * ======================= */ + + var old = $.fn.affix + + $.fn.affix = function (option) { + return this.each(function () { + var $this = $(this) + , data = $this.data('affix') + , options = typeof option == 'object' && option + if (!data) $this.data('affix', (data = new Affix(this, options))) + if (typeof option == 'string') data[option]() + }) + } + + $.fn.affix.Constructor = Affix + + $.fn.affix.defaults = { + offset: 0 + } + + + /* AFFIX NO CONFLICT + * ================= */ + + $.fn.affix.noConflict = function () { + $.fn.affix = old + return this + } + + + /* AFFIX DATA-API + * ============== */ + + $(window).on('load', function () { + $('[data-spy="affix"]').each(function () { + var $spy = $(this) + , data = $spy.data() + + data.offset = data.offset || {} + + data.offsetBottom && (data.offset.bottom = data.offsetBottom) + data.offsetTop && (data.offset.top = data.offsetTop) + + $spy.affix(data) + }) + }) + + +}(window.jQuery); \ No newline at end of file diff --git a/js/bootstrap.min.js b/js/bootstrap.min.js new file mode 100644 index 0000000..f9cbdae --- /dev/null +++ b/js/bootstrap.min.js @@ -0,0 +1,6 @@ +/*! +* Bootstrap.js by @fat & @mdo +* Copyright 2012 Twitter, Inc. +* http://www.apache.org/licenses/LICENSE-2.0.txt +*/ +!function(e){"use strict";e(function(){e.support.transition=function(){var e=function(){var e=document.createElement("bootstrap"),t={WebkitTransition:"webkitTransitionEnd",MozTransition:"transitionend",OTransition:"oTransitionEnd otransitionend",transition:"transitionend"},n;for(n in t)if(e.style[n]!==undefined)return t[n]}();return e&&{end:e}}()})}(window.jQuery),!function(e){"use strict";var t='[data-dismiss="alert"]',n=function(n){e(n).on("click",t,this.close)};n.prototype.close=function(t){function s(){i.trigger("closed").remove()}var n=e(this),r=n.attr("data-target"),i;r||(r=n.attr("href"),r=r&&r.replace(/.*(?=#[^\s]*$)/,"")),i=e(r),t&&t.preventDefault(),i.length||(i=n.hasClass("alert")?n:n.parent()),i.trigger(t=e.Event("close"));if(t.isDefaultPrevented())return;i.removeClass("in"),e.support.transition&&i.hasClass("fade")?i.on(e.support.transition.end,s):s()};var r=e.fn.alert;e.fn.alert=function(t){return this.each(function(){var r=e(this),i=r.data("alert");i||r.data("alert",i=new n(this)),typeof t=="string"&&i[t].call(r)})},e.fn.alert.Constructor=n,e.fn.alert.noConflict=function(){return e.fn.alert=r,this},e(document).on("click.alert.data-api",t,n.prototype.close)}(window.jQuery),!function(e){"use strict";var t=function(t,n){this.$element=e(t),this.options=e.extend({},e.fn.button.defaults,n)};t.prototype.setState=function(e){var t="disabled",n=this.$element,r=n.data(),i=n.is("input")?"val":"html";e+="Text",r.resetText||n.data("resetText",n[i]()),n[i](r[e]||this.options[e]),setTimeout(function(){e=="loadingText"?n.addClass(t).attr(t,t):n.removeClass(t).removeAttr(t)},0)},t.prototype.toggle=function(){var e=this.$element.closest('[data-toggle="buttons-radio"]');e&&e.find(".active").removeClass("active"),this.$element.toggleClass("active")};var n=e.fn.button;e.fn.button=function(n){return this.each(function(){var r=e(this),i=r.data("button"),s=typeof n=="object"&&n;i||r.data("button",i=new t(this,s)),n=="toggle"?i.toggle():n&&i.setState(n)})},e.fn.button.defaults={loadingText:"loading..."},e.fn.button.Constructor=t,e.fn.button.noConflict=function(){return e.fn.button=n,this},e(document).on("click.button.data-api","[data-toggle^=button]",function(t){var n=e(t.target);n.hasClass("btn")||(n=n.closest(".btn")),n.button("toggle")})}(window.jQuery),!function(e){"use strict";var t=function(t,n){this.$element=e(t),this.$indicators=this.$element.find(".carousel-indicators"),this.options=n,this.options.pause=="hover"&&this.$element.on("mouseenter",e.proxy(this.pause,this)).on("mouseleave",e.proxy(this.cycle,this))};t.prototype={cycle:function(t){return t||(this.paused=!1),this.interval&&clearInterval(this.interval),this.options.interval&&!this.paused&&(this.interval=setInterval(e.proxy(this.next,this),this.options.interval)),this},getActiveIndex:function(){return this.$active=this.$element.find(".item.active"),this.$items=this.$active.parent().children(),this.$items.index(this.$active)},to:function(t){var n=this.getActiveIndex(),r=this;if(t>this.$items.length-1||t<0)return;return this.sliding?this.$element.one("slid",function(){r.to(t)}):n==t?this.pause().cycle():this.slide(t>n?"next":"prev",e(this.$items[t]))},pause:function(t){return t||(this.paused=!0),this.$element.find(".next, .prev").length&&e.support.transition.end&&(this.$element.trigger(e.support.transition.end),this.cycle(!0)),clearInterval(this.interval),this.interval=null,this},next:function(){if(this.sliding)return;return this.slide("next")},prev:function(){if(this.sliding)return;return this.slide("prev")},slide:function(t,n){var r=this.$element.find(".item.active"),i=n||r[t](),s=this.interval,o=t=="next"?"left":"right",u=t=="next"?"first":"last",a=this,f;this.sliding=!0,s&&this.pause(),i=i.length?i:this.$element.find(".item")[u](),f=e.Event("slide",{relatedTarget:i[0],direction:o});if(i.hasClass("active"))return;this.$indicators.length&&(this.$indicators.find(".active").removeClass("active"),this.$element.one("slid",function(){var t=e(a.$indicators.children()[a.getActiveIndex()]);t&&t.addClass("active")}));if(e.support.transition&&this.$element.hasClass("slide")){this.$element.trigger(f);if(f.isDefaultPrevented())return;i.addClass(t),i[0].offsetWidth,r.addClass(o),i.addClass(o),this.$element.one(e.support.transition.end,function(){i.removeClass([t,o].join(" ")).addClass("active"),r.removeClass(["active",o].join(" ")),a.sliding=!1,setTimeout(function(){a.$element.trigger("slid")},0)})}else{this.$element.trigger(f);if(f.isDefaultPrevented())return;r.removeClass("active"),i.addClass("active"),this.sliding=!1,this.$element.trigger("slid")}return s&&this.cycle(),this}};var n=e.fn.carousel;e.fn.carousel=function(n){return this.each(function(){var r=e(this),i=r.data("carousel"),s=e.extend({},e.fn.carousel.defaults,typeof n=="object"&&n),o=typeof n=="string"?n:s.slide;i||r.data("carousel",i=new t(this,s)),typeof n=="number"?i.to(n):o?i[o]():s.interval&&i.pause().cycle()})},e.fn.carousel.defaults={interval:5e3,pause:"hover"},e.fn.carousel.Constructor=t,e.fn.carousel.noConflict=function(){return e.fn.carousel=n,this},e(document).on("click.carousel.data-api","[data-slide], [data-slide-to]",function(t){var n=e(this),r,i=e(n.attr("data-target")||(r=n.attr("href"))&&r.replace(/.*(?=#[^\s]+$)/,"")),s=e.extend({},i.data(),n.data()),o;i.carousel(s),(o=n.attr("data-slide-to"))&&i.data("carousel").pause().to(o).cycle(),t.preventDefault()})}(window.jQuery),!function(e){"use strict";var t=function(t,n){this.$element=e(t),this.options=e.extend({},e.fn.collapse.defaults,n),this.options.parent&&(this.$parent=e(this.options.parent)),this.options.toggle&&this.toggle()};t.prototype={constructor:t,dimension:function(){var e=this.$element.hasClass("width");return e?"width":"height"},show:function(){var t,n,r,i;if(this.transitioning||this.$element.hasClass("in"))return;t=this.dimension(),n=e.camelCase(["scroll",t].join("-")),r=this.$parent&&this.$parent.find("> .accordion-group > .in");if(r&&r.length){i=r.data("collapse");if(i&&i.transitioning)return;r.collapse("hide"),i||r.data("collapse",null)}this.$element[t](0),this.transition("addClass",e.Event("show"),"shown"),e.support.transition&&this.$element[t](this.$element[0][n])},hide:function(){var t;if(this.transitioning||!this.$element.hasClass("in"))return;t=this.dimension(),this.reset(this.$element[t]()),this.transition("removeClass",e.Event("hide"),"hidden"),this.$element[t](0)},reset:function(e){var t=this.dimension();return this.$element.removeClass("collapse")[t](e||"auto")[0].offsetWidth,this.$element[e!==null?"addClass":"removeClass"]("collapse"),this},transition:function(t,n,r){var i=this,s=function(){n.type=="show"&&i.reset(),i.transitioning=0,i.$element.trigger(r)};this.$element.trigger(n);if(n.isDefaultPrevented())return;this.transitioning=1,this.$element[t]("in"),e.support.transition&&this.$element.hasClass("collapse")?this.$element.one(e.support.transition.end,s):s()},toggle:function(){this[this.$element.hasClass("in")?"hide":"show"]()}};var n=e.fn.collapse;e.fn.collapse=function(n){return this.each(function(){var r=e(this),i=r.data("collapse"),s=e.extend({},e.fn.collapse.defaults,r.data(),typeof n=="object"&&n);i||r.data("collapse",i=new t(this,s)),typeof n=="string"&&i[n]()})},e.fn.collapse.defaults={toggle:!0},e.fn.collapse.Constructor=t,e.fn.collapse.noConflict=function(){return e.fn.collapse=n,this},e(document).on("click.collapse.data-api","[data-toggle=collapse]",function(t){var n=e(this),r,i=n.attr("data-target")||t.preventDefault()||(r=n.attr("href"))&&r.replace(/.*(?=#[^\s]+$)/,""),s=e(i).data("collapse")?"toggle":n.data();n[e(i).hasClass("in")?"addClass":"removeClass"]("collapsed"),e(i).collapse(s)})}(window.jQuery),!function(e){"use strict";function r(){e(".dropdown-backdrop").remove(),e(t).each(function(){i(e(this)).removeClass("open")})}function i(t){var n=t.attr("data-target"),r;n||(n=t.attr("href"),n=n&&/#/.test(n)&&n.replace(/.*(?=#[^\s]*$)/,"")),r=n&&e(n);if(!r||!r.length)r=t.parent();return r}var t="[data-toggle=dropdown]",n=function(t){var n=e(t).on("click.dropdown.data-api",this.toggle);e("html").on("click.dropdown.data-api",function(){n.parent().removeClass("open")})};n.prototype={constructor:n,toggle:function(t){var n=e(this),s,o;if(n.is(".disabled, :disabled"))return;return s=i(n),o=s.hasClass("open"),r(),o||("ontouchstart"in document.documentElement&&e('
    ').insertBefore(e(this)).on("click",r),s.toggleClass("open")),n.focus(),!1},keydown:function(n){var r,s,o,u,a,f;if(!/(38|40|27)/.test(n.keyCode))return;r=e(this),n.preventDefault(),n.stopPropagation();if(r.is(".disabled, :disabled"))return;u=i(r),a=u.hasClass("open");if(!a||a&&n.keyCode==27)return n.which==27&&u.find(t).focus(),r.click();s=e("[role=menu] li:not(.divider):visible a",u);if(!s.length)return;f=s.index(s.filter(":focus")),n.keyCode==38&&f>0&&f--,n.keyCode==40&&f').appendTo(document.body),this.$backdrop.click(this.options.backdrop=="static"?e.proxy(this.$element[0].focus,this.$element[0]):e.proxy(this.hide,this)),i&&this.$backdrop[0].offsetWidth,this.$backdrop.addClass("in");if(!t)return;i?this.$backdrop.one(e.support.transition.end,t):t()}else!this.isShown&&this.$backdrop?(this.$backdrop.removeClass("in"),e.support.transition&&this.$element.hasClass("fade")?this.$backdrop.one(e.support.transition.end,t):t()):t&&t()}};var n=e.fn.modal;e.fn.modal=function(n){return this.each(function(){var r=e(this),i=r.data("modal"),s=e.extend({},e.fn.modal.defaults,r.data(),typeof n=="object"&&n);i||r.data("modal",i=new t(this,s)),typeof n=="string"?i[n]():s.show&&i.show()})},e.fn.modal.defaults={backdrop:!0,keyboard:!0,show:!0},e.fn.modal.Constructor=t,e.fn.modal.noConflict=function(){return e.fn.modal=n,this},e(document).on("click.modal.data-api",'[data-toggle="modal"]',function(t){var n=e(this),r=n.attr("href"),i=e(n.attr("data-target")||r&&r.replace(/.*(?=#[^\s]+$)/,"")),s=i.data("modal")?"toggle":e.extend({remote:!/#/.test(r)&&r},i.data(),n.data());t.preventDefault(),i.modal(s).one("hide",function(){n.focus()})})}(window.jQuery),!function(e){"use strict";var t=function(e,t){this.init("tooltip",e,t)};t.prototype={constructor:t,init:function(t,n,r){var i,s,o,u,a;this.type=t,this.$element=e(n),this.options=this.getOptions(r),this.enabled=!0,o=this.options.trigger.split(" ");for(a=o.length;a--;)u=o[a],u=="click"?this.$element.on("click."+this.type,this.options.selector,e.proxy(this.toggle,this)):u!="manual"&&(i=u=="hover"?"mouseenter":"focus",s=u=="hover"?"mouseleave":"blur",this.$element.on(i+"."+this.type,this.options.selector,e.proxy(this.enter,this)),this.$element.on(s+"."+this.type,this.options.selector,e.proxy(this.leave,this)));this.options.selector?this._options=e.extend({},this.options,{trigger:"manual",selector:""}):this.fixTitle()},getOptions:function(t){return t=e.extend({},e.fn[this.type].defaults,this.$element.data(),t),t.delay&&typeof t.delay=="number"&&(t.delay={show:t.delay,hide:t.delay}),t},enter:function(t){var n=e.fn[this.type].defaults,r={},i;this._options&&e.each(this._options,function(e,t){n[e]!=t&&(r[e]=t)},this),i=e(t.currentTarget)[this.type](r).data(this.type);if(!i.options.delay||!i.options.delay.show)return i.show();clearTimeout(this.timeout),i.hoverState="in",this.timeout=setTimeout(function(){i.hoverState=="in"&&i.show()},i.options.delay.show)},leave:function(t){var n=e(t.currentTarget)[this.type](this._options).data(this.type);this.timeout&&clearTimeout(this.timeout);if(!n.options.delay||!n.options.delay.hide)return n.hide();n.hoverState="out",this.timeout=setTimeout(function(){n.hoverState=="out"&&n.hide()},n.options.delay.hide)},show:function(){var t,n,r,i,s,o,u=e.Event("show");if(this.hasContent()&&this.enabled){this.$element.trigger(u);if(u.isDefaultPrevented())return;t=this.tip(),this.setContent(),this.options.animation&&t.addClass("fade"),s=typeof this.options.placement=="function"?this.options.placement.call(this,t[0],this.$element[0]):this.options.placement,t.detach().css({top:0,left:0,display:"block"}),this.options.container?t.appendTo(this.options.container):t.insertAfter(this.$element),n=this.getPosition(),r=t[0].offsetWidth,i=t[0].offsetHeight;switch(s){case"bottom":o={top:n.top+n.height,left:n.left+n.width/2-r/2};break;case"top":o={top:n.top-i,left:n.left+n.width/2-r/2};break;case"left":o={top:n.top+n.height/2-i/2,left:n.left-r};break;case"right":o={top:n.top+n.height/2-i/2,left:n.left+n.width}}this.applyPlacement(o,s),this.$element.trigger("shown")}},applyPlacement:function(e,t){var n=this.tip(),r=n[0].offsetWidth,i=n[0].offsetHeight,s,o,u,a;n.offset(e).addClass(t).addClass("in"),s=n[0].offsetWidth,o=n[0].offsetHeight,t=="top"&&o!=i&&(e.top=e.top+i-o,a=!0),t=="bottom"||t=="top"?(u=0,e.left<0&&(u=e.left*-2,e.left=0,n.offset(e),s=n[0].offsetWidth,o=n[0].offsetHeight),this.replaceArrow(u-r+s,s,"left")):this.replaceArrow(o-i,o,"top"),a&&n.offset(e)},replaceArrow:function(e,t,n){this.arrow().css(n,e?50*(1-e/t)+"%":"")},setContent:function(){var e=this.tip(),t=this.getTitle();e.find(".tooltip-inner")[this.options.html?"html":"text"](t),e.removeClass("fade in top bottom left right")},hide:function(){function i(){var t=setTimeout(function(){n.off(e.support.transition.end).detach()},500);n.one(e.support.transition.end,function(){clearTimeout(t),n.detach()})}var t=this,n=this.tip(),r=e.Event("hide");this.$element.trigger(r);if(r.isDefaultPrevented())return;return n.removeClass("in"),e.support.transition&&this.$tip.hasClass("fade")?i():n.detach(),this.$element.trigger("hidden"),this},fixTitle:function(){var e=this.$element;(e.attr("title")||typeof e.attr("data-original-title")!="string")&&e.attr("data-original-title",e.attr("title")||"").attr("title","")},hasContent:function(){return this.getTitle()},getPosition:function(){var t=this.$element[0];return e.extend({},typeof t.getBoundingClientRect=="function"?t.getBoundingClientRect():{width:t.offsetWidth,height:t.offsetHeight},this.$element.offset())},getTitle:function(){var e,t=this.$element,n=this.options;return e=t.attr("data-original-title")||(typeof n.title=="function"?n.title.call(t[0]):n.title),e},tip:function(){return this.$tip=this.$tip||e(this.options.template)},arrow:function(){return this.$arrow=this.$arrow||this.tip().find(".tooltip-arrow")},validate:function(){this.$element[0].parentNode||(this.hide(),this.$element=null,this.options=null)},enable:function(){this.enabled=!0},disable:function(){this.enabled=!1},toggleEnabled:function(){this.enabled=!this.enabled},toggle:function(t){var n=t?e(t.currentTarget)[this.type](this._options).data(this.type):this;n.tip().hasClass("in")?n.hide():n.show()},destroy:function(){this.hide().$element.off("."+this.type).removeData(this.type)}};var n=e.fn.tooltip;e.fn.tooltip=function(n){return this.each(function(){var r=e(this),i=r.data("tooltip"),s=typeof n=="object"&&n;i||r.data("tooltip",i=new t(this,s)),typeof n=="string"&&i[n]()})},e.fn.tooltip.Constructor=t,e.fn.tooltip.defaults={animation:!0,placement:"top",selector:!1,template:'
    ',trigger:"hover focus",title:"",delay:0,html:!1,container:!1},e.fn.tooltip.noConflict=function(){return e.fn.tooltip=n,this}}(window.jQuery),!function(e){"use strict";var t=function(e,t){this.init("popover",e,t)};t.prototype=e.extend({},e.fn.tooltip.Constructor.prototype,{constructor:t,setContent:function(){var e=this.tip(),t=this.getTitle(),n=this.getContent();e.find(".popover-title")[this.options.html?"html":"text"](t),e.find(".popover-content")[this.options.html?"html":"text"](n),e.removeClass("fade top bottom left right in")},hasContent:function(){return this.getTitle()||this.getContent()},getContent:function(){var e,t=this.$element,n=this.options;return e=(typeof n.content=="function"?n.content.call(t[0]):n.content)||t.attr("data-content"),e},tip:function(){return this.$tip||(this.$tip=e(this.options.template)),this.$tip},destroy:function(){this.hide().$element.off("."+this.type).removeData(this.type)}});var n=e.fn.popover;e.fn.popover=function(n){return this.each(function(){var r=e(this),i=r.data("popover"),s=typeof n=="object"&&n;i||r.data("popover",i=new t(this,s)),typeof n=="string"&&i[n]()})},e.fn.popover.Constructor=t,e.fn.popover.defaults=e.extend({},e.fn.tooltip.defaults,{placement:"right",trigger:"click",content:"",template:'

    '}),e.fn.popover.noConflict=function(){return e.fn.popover=n,this}}(window.jQuery),!function(e){"use strict";function t(t,n){var r=e.proxy(this.process,this),i=e(t).is("body")?e(window):e(t),s;this.options=e.extend({},e.fn.scrollspy.defaults,n),this.$scrollElement=i.on("scroll.scroll-spy.data-api",r),this.selector=(this.options.target||(s=e(t).attr("href"))&&s.replace(/.*(?=#[^\s]+$)/,"")||"")+" .nav li > a",this.$body=e("body"),this.refresh(),this.process()}t.prototype={constructor:t,refresh:function(){var t=this,n;this.offsets=e([]),this.targets=e([]),n=this.$body.find(this.selector).map(function(){var n=e(this),r=n.data("target")||n.attr("href"),i=/^#\w/.test(r)&&e(r);return i&&i.length&&[[i.position().top+(!e.isWindow(t.$scrollElement.get(0))&&t.$scrollElement.scrollTop()),r]]||null}).sort(function(e,t){return e[0]-t[0]}).each(function(){t.offsets.push(this[0]),t.targets.push(this[1])})},process:function(){var e=this.$scrollElement.scrollTop()+this.options.offset,t=this.$scrollElement[0].scrollHeight||this.$body[0].scrollHeight,n=t-this.$scrollElement.height(),r=this.offsets,i=this.targets,s=this.activeTarget,o;if(e>=n)return s!=(o=i.last()[0])&&this.activate(o);for(o=r.length;o--;)s!=i[o]&&e>=r[o]&&(!r[o+1]||e<=r[o+1])&&this.activate(i[o])},activate:function(t){var n,r;this.activeTarget=t,e(this.selector).parent(".active").removeClass("active"),r=this.selector+'[data-target="'+t+'"],'+this.selector+'[href="'+t+'"]',n=e(r).parent("li").addClass("active"),n.parent(".dropdown-menu").length&&(n=n.closest("li.dropdown").addClass("active")),n.trigger("activate")}};var n=e.fn.scrollspy;e.fn.scrollspy=function(n){return this.each(function(){var r=e(this),i=r.data("scrollspy"),s=typeof n=="object"&&n;i||r.data("scrollspy",i=new t(this,s)),typeof n=="string"&&i[n]()})},e.fn.scrollspy.Constructor=t,e.fn.scrollspy.defaults={offset:10},e.fn.scrollspy.noConflict=function(){return e.fn.scrollspy=n,this},e(window).on("load",function(){e('[data-spy="scroll"]').each(function(){var t=e(this);t.scrollspy(t.data())})})}(window.jQuery),!function(e){"use strict";var t=function(t){this.element=e(t)};t.prototype={constructor:t,show:function(){var t=this.element,n=t.closest("ul:not(.dropdown-menu)"),r=t.attr("data-target"),i,s,o;r||(r=t.attr("href"),r=r&&r.replace(/.*(?=#[^\s]*$)/,""));if(t.parent("li").hasClass("active"))return;i=n.find(".active:last a")[0],o=e.Event("show",{relatedTarget:i}),t.trigger(o);if(o.isDefaultPrevented())return;s=e(r),this.activate(t.parent("li"),n),this.activate(s,s.parent(),function(){t.trigger({type:"shown",relatedTarget:i})})},activate:function(t,n,r){function o(){i.removeClass("active").find("> .dropdown-menu > .active").removeClass("active"),t.addClass("active"),s?(t[0].offsetWidth,t.addClass("in")):t.removeClass("fade"),t.parent(".dropdown-menu")&&t.closest("li.dropdown").addClass("active"),r&&r()}var i=n.find("> .active"),s=r&&e.support.transition&&i.hasClass("fade");s?i.one(e.support.transition.end,o):o(),i.removeClass("in")}};var n=e.fn.tab;e.fn.tab=function(n){return this.each(function(){var r=e(this),i=r.data("tab");i||r.data("tab",i=new t(this)),typeof n=="string"&&i[n]()})},e.fn.tab.Constructor=t,e.fn.tab.noConflict=function(){return e.fn.tab=n,this},e(document).on("click.tab.data-api",'[data-toggle="tab"], [data-toggle="pill"]',function(t){t.preventDefault(),e(this).tab("show")})}(window.jQuery),!function(e){"use strict";var t=function(t,n){this.$element=e(t),this.options=e.extend({},e.fn.typeahead.defaults,n),this.matcher=this.options.matcher||this.matcher,this.sorter=this.options.sorter||this.sorter,this.highlighter=this.options.highlighter||this.highlighter,this.updater=this.options.updater||this.updater,this.source=this.options.source,this.$menu=e(this.options.menu),this.shown=!1,this.listen()};t.prototype={constructor:t,select:function(){var e=this.$menu.find(".active").attr("data-value");return this.$element.val(this.updater(e)).change(),this.hide()},updater:function(e){return e},show:function(){var t=e.extend({},this.$element.position(),{height:this.$element[0].offsetHeight});return this.$menu.insertAfter(this.$element).css({top:t.top+t.height,left:t.left}).show(),this.shown=!0,this},hide:function(){return this.$menu.hide(),this.shown=!1,this},lookup:function(t){var n;return this.query=this.$element.val(),!this.query||this.query.length"+t+""})},render:function(t){var n=this;return t=e(t).map(function(t,r){return t=e(n.options.item).attr("data-value",r),t.find("a").html(n.highlighter(r)),t[0]}),t.first().addClass("active"),this.$menu.html(t),this},next:function(t){var n=this.$menu.find(".active").removeClass("active"),r=n.next();r.length||(r=e(this.$menu.find("li")[0])),r.addClass("active")},prev:function(e){var t=this.$menu.find(".active").removeClass("active"),n=t.prev();n.length||(n=this.$menu.find("li").last()),n.addClass("active")},listen:function(){this.$element.on("focus",e.proxy(this.focus,this)).on("blur",e.proxy(this.blur,this)).on("keypress",e.proxy(this.keypress,this)).on("keyup",e.proxy(this.keyup,this)),this.eventSupported("keydown")&&this.$element.on("keydown",e.proxy(this.keydown,this)),this.$menu.on("click",e.proxy(this.click,this)).on("mouseenter","li",e.proxy(this.mouseenter,this)).on("mouseleave","li",e.proxy(this.mouseleave,this))},eventSupported:function(e){var t=e in this.$element;return t||(this.$element.setAttribute(e,"return;"),t=typeof this.$element[e]=="function"),t},move:function(e){if(!this.shown)return;switch(e.keyCode){case 9:case 13:case 27:e.preventDefault();break;case 38:e.preventDefault(),this.prev();break;case 40:e.preventDefault(),this.next()}e.stopPropagation()},keydown:function(t){this.suppressKeyPressRepeat=~e.inArray(t.keyCode,[40,38,9,13,27]),this.move(t)},keypress:function(e){if(this.suppressKeyPressRepeat)return;this.move(e)},keyup:function(e){switch(e.keyCode){case 40:case 38:case 16:case 17:case 18:break;case 9:case 13:if(!this.shown)return;this.select();break;case 27:if(!this.shown)return;this.hide();break;default:this.lookup()}e.stopPropagation(),e.preventDefault()},focus:function(e){this.focused=!0},blur:function(e){this.focused=!1,!this.mousedover&&this.shown&&this.hide()},click:function(e){e.stopPropagation(),e.preventDefault(),this.select(),this.$element.focus()},mouseenter:function(t){this.mousedover=!0,this.$menu.find(".active").removeClass("active"),e(t.currentTarget).addClass("active")},mouseleave:function(e){this.mousedover=!1,!this.focused&&this.shown&&this.hide()}};var n=e.fn.typeahead;e.fn.typeahead=function(n){return this.each(function(){var r=e(this),i=r.data("typeahead"),s=typeof n=="object"&&n;i||r.data("typeahead",i=new t(this,s)),typeof n=="string"&&i[n]()})},e.fn.typeahead.defaults={source:[],items:8,menu:'
      ',item:'
      • ',minLength:1},e.fn.typeahead.Constructor=t,e.fn.typeahead.noConflict=function(){return e.fn.typeahead=n,this},e(document).on("focus.typeahead.data-api",'[data-provide="typeahead"]',function(t){var n=e(this);if(n.data("typeahead"))return;n.typeahead(n.data())})}(window.jQuery),!function(e){"use strict";var t=function(t,n){this.options=e.extend({},e.fn.affix.defaults,n),this.$window=e(window).on("scroll.affix.data-api",e.proxy(this.checkPosition,this)).on("click.affix.data-api",e.proxy(function(){setTimeout(e.proxy(this.checkPosition,this),1)},this)),this.$element=e(t),this.checkPosition()};t.prototype.checkPosition=function(){if(!this.$element.is(":visible"))return;var t=e(document).height(),n=this.$window.scrollTop(),r=this.$element.offset(),i=this.options.offset,s=i.bottom,o=i.top,u="affix affix-top affix-bottom",a;typeof i!="object"&&(s=o=i),typeof o=="function"&&(o=i.top()),typeof s=="function"&&(s=i.bottom()),a=this.unpin!=null&&n+this.unpin<=r.top?!1:s!=null&&r.top+this.$element.height()>=t-s?"bottom":o!=null&&n<=o?"top":!1;if(this.affixed===a)return;this.affixed=a,this.unpin=a=="bottom"?r.top-n:null,this.$element.removeClass(u).addClass("affix"+(a?"-"+a:""))};var n=e.fn.affix;e.fn.affix=function(n){return this.each(function(){var r=e(this),i=r.data("affix"),s=typeof n=="object"&&n;i||r.data("affix",i=new t(this,s)),typeof n=="string"&&i[n]()})},e.fn.affix.Constructor=t,e.fn.affix.defaults={offset:0},e.fn.affix.noConflict=function(){return e.fn.affix=n,this},e(window).on("load",function(){e('[data-spy="affix"]').each(function(){var t=e(this),n=t.data();n.offset=n.offset||{},n.offsetBottom&&(n.offset.bottom=n.offsetBottom),n.offsetTop&&(n.offset.top=n.offsetTop),t.affix(n)})})}(window.jQuery); \ No newline at end of file From ff769ced33a7383f446a2a09e37e885123e3db87 Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Mon, 8 Jul 2013 21:21:54 -0100 Subject: [PATCH 02/54] Update documentation --- index.html | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/index.html b/index.html index 23cb8a8..e4099b1 100644 --- a/index.html +++ b/index.html @@ -33,11 +33,11 @@

      pairwise_numba_nested_for_loops - 0.291 + 0.298 - 0.004 + 0.005 @@ -49,7 +49,7 @@

      pairwise_parakeet_nested_for_loops - 0.103 + 0.104 @@ -65,7 +65,7 @@

      pairwise_parakeet_inner_broadcasting - 0.137 + 0.152 @@ -81,11 +81,11 @@

      pairwise_python_nested_for_loops - 6.071 + 5.949 - 6.051 + 5.953 @@ -97,11 +97,11 @@

      pairwise_python_inner_broadcasting - 0.758 + 0.765 - 0.742 + 0.765 From e10d327cd09a3dc521b69493c477aeae449aa16f Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Tue, 9 Jul 2013 10:04:28 -0100 Subject: [PATCH 03/54] Update documentation --- benchmark_results.json | 106 ++++++++ css/custom.css | 26 ++ index.html | 538 +++++++++++++++++++++++++++++++++++------ 3 files changed, 594 insertions(+), 76 deletions(-) create mode 100644 benchmark_results.json create mode 100644 css/custom.css diff --git a/benchmark_results.json b/benchmark_results.json new file mode 100644 index 0000000..0b1ba1d --- /dev/null +++ b/benchmark_results.json @@ -0,0 +1,106 @@ +[ + { + "group_name": "julia", + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia", + "records": [ + { + "name": "julia_python_for_loops", + "cold_time": 4.097285985946655, + "warm_time": 4.098056077957153 + }, + { + "name": "julia_python_numpy", + "cold_time": 0.17902016639709473, + "warm_time": 0.17293405532836914 + }, + { + "name": "julia_python_for_loops", + "cold_time": 4.131234884262085, + "warm_time": 4.250531196594238 + }, + { + "name": "julia_python_numpy", + "cold_time": 0.17438602447509766, + "warm_time": 0.1806778907775879 + } + ], + "runtime_errors": [ + { + "name": "julia_numba_for_loops", + "error_type": "NumbaError", + "error": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", + "traceback": "Traceback (most recent call last):\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 245, in run_benchmarks\n cold_time = run_benchmark(func, args, kwargs, memory)\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 225, in run_benchmark\n func(*args, **kwargs)\n File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n return self.compile(signature)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n compiled_function = dec(self.py_func)\n File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n post_ast = pipeline(func_ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n ast = self.transform(ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n ast = stage(ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n return _check_stage_object(stage_obj)(ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n reporting.report(env, exc=e)\n File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n" + }, + { + "name": "julia_parakeet_for_loops", + "error_type": "AssertionError", + "error": "Unsupported primitive: ", + "traceback": "Traceback (most recent call last):\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 245, in run_benchmarks\n cold_time = run_benchmark(func, args, kwargs, memory)\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 225, in run_benchmark\n func(*args, **kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 517, in visit_Call\n keywords_dict[kwd.arg] = self.visit(kwd.value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n return value_to_syntax(value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" + }, + { + "name": "julia_parakeet_numpy", + "error_type": "AssertionError", + "error": "Unsupported primitive: ", + "traceback": "Traceback (most recent call last):\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 245, in run_benchmarks\n cold_time = run_benchmark(func, args, kwargs, memory)\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 225, in run_benchmark\n func(*args, **kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 497, in translate_value_call\n return syntax.Call(translate_function_value(value),\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 500, in translate_value_call\n return self.translate_builtin_call(value, positional, keywords_dict)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n fn = value_to_syntax(value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" + } + ], + "import_errors": [ + { + "name": "julia.julia_pythran", + "error_type": "EnvironmentError", + "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", + "traceback": "Traceback (most recent call last):\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 197, in find_benchmarks\n module = __import__(module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n '\\n'.join([imports, exports, source]))\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 276, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 138, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 44, in refine\n pm.apply(optimization, node)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 53, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n sys.modules[__name__] = omp()\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" + } + ] + }, + { + "group_name": "pairwise", + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise", + "records": [ + { + "name": "pairwise_numba_nested_for_loops", + "cold_time": 0.3178079128265381, + "warm_time": 0.0038688182830810547 + }, + { + "name": "pairwise_parakeet_nested_for_loops", + "cold_time": 0.11311507225036621, + "warm_time": 0.005501985549926758 + }, + { + "name": "pairwise_parakeet_inner_broadcasting", + "cold_time": 0.16729283332824707, + "warm_time": 0.006212949752807617 + }, + { + "name": "pairwise_python_nested_for_loops", + "cold_time": 6.57852578163147, + "warm_time": 6.601885080337524 + }, + { + "name": "pairwise_python_inner_broadcasting", + "cold_time": 0.7596969604492188, + "warm_time": 0.747042179107666 + }, + { + "name": "pairwise_python_nested_for_loops", + "cold_time": 6.4001500606536865, + "warm_time": 6.637428045272827 + }, + { + "name": "pairwise_python_inner_broadcasting", + "cold_time": 0.7559018135070801, + "warm_time": 0.7481539249420166 + } + ], + "runtime_errors": [], + "import_errors": [ + { + "name": "pairwise.pairwise_pythran", + "error_type": "EnvironmentError", + "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", + "traceback": "Traceback (most recent call last):\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 197, in find_benchmarks\n module = __import__(module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n '\\n'.join([imports, exports, source]))\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 276, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 138, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 44, in refine\n pm.apply(optimization, node)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 53, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n sys.modules[__name__] = omp()\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" + } + ] + } +] \ No newline at end of file diff --git a/css/custom.css b/css/custom.css new file mode 100644 index 0000000..c697e53 --- /dev/null +++ b/css/custom.css @@ -0,0 +1,26 @@ +.bench_icon { + width: 2em; +} + +.bench_name { + min-width: 30%; +} + +.bench_time { + width: 8em; +} + +.headerlink { + visibility: hidden; + color: gray; +} + +h1:hover > a.headerlink, +h2:hover > a.headerlink, +h3:hover > a.headerlink, +h4:hover > a.headerlink, +h5:hover > a.headerlink, +h6:hover > a.headerlink + { + visibility: visible; +} \ No newline at end of file diff --git a/index.html b/index.html index 23cb8a8..c75d09a 100644 --- a/index.html +++ b/index.html @@ -3,12 +3,14 @@ +
      @@ -16,105 +18,209 @@

      Python Benchmark Results

      -

      - pairwise

      +
      +

      julia + (source code) + +

      - +
      ++ + + + + - - - - + + + + - - - - + + + + - - - - + + + + - - - - + + + + - - - - + + + + + +
      Function nameCold time (s)Warm time (s)Runtime ErrorFunction nameCold time (s)Warm time (s)
      pairwise_numba_nested_for_loops - 0.291 - - - 0.004 - - - N/A - - julia_python_for_loops + 4.097 + + + 4.098 + +
      pairwise_parakeet_nested_for_loops - 0.103 - - - 0.005 - - - N/A - - julia_python_numpy + 0.179 + + + 0.173 + +
      pairwise_parakeet_inner_broadcasting - 0.137 - - - 0.005 - - - N/A - - julia_python_for_loops + 4.131 + + + 4.251 + +
      pairwise_python_nested_for_loops - 6.071 - - - 6.051 - - - N/A - - julia_python_numpy + 0.174 + + + 0.181 + +
      +
      + + +
      +

      pairwise + (source code) + +

      + + ++ + + + + + - - - - + + + + + + - -
      pairwise_python_inner_broadcasting - 0.758 - - - 0.742 - - - N/A - - Function nameCold time (s)Warm time (s)
      + + + pairwise_numba_nested_for_loops + + 0.318 + + + + 0.004 + + + + + + + pairwise_parakeet_nested_for_loops + + 0.113 + + + + 0.006 + + + -

      TODO: log import error summary here

      + + + pairwise_parakeet_inner_broadcasting + + 0.167 + + + + 0.006 + + + + + + + pairwise_python_nested_for_loops + + 6.579 + + + + 6.602 + + + + + + pairwise_python_inner_broadcasting + + 0.760 + + + + 0.747 + + + + + + + pairwise_python_nested_for_loops + + 6.400 + + + + 6.637 + + + + + + + pairwise_python_inner_broadcasting + + 0.756 + + + + 0.748 + + + + + + +

      Runtime Environment

      @@ -125,9 +231,289 @@

      Hardware

      Software

      - TODO: list version numbers for all the libraries and compilers. +

      Errors

      + + + + +
      +

      julia +

      + + +
      +

      Benchmark loading errors +

      +
      + +
      julia.julia_pythran: EnvironmentError
      +
      + 
      Traceback (most recent call last):
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 197, in find_benchmarks
+    module = __import__(module_name, fromlist="dummy")
+  File "/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py", line 27, in 
+    '\n'.join([imports, exports, source]))
+  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 276, in compile_pythrancode
+    module = generate_cxx(module_name, pythrancode, specs, opts)
+  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 138, in generate_cxx
+    refine(pm, ir, optimizations)
+  File "/usr/local/lib/python2.7/site-packages/pythran/middlend.py", line 44, in refine
+    pm.apply(optimization, node)
+  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
+    return a.apply(node, ctx)
+  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
+    return self.run(node, ctx)
+  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
+    n = super(Transformation, self).run(node, ctx)
+  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
+    self.prepare(node, ctx)
+  File "/usr/local/lib/python2.7/site-packages/pythran/optimizations.py", line 53, in prepare
+    self.env[module_name] = __import__(import_name)
+  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 44, in 
+    sys.modules[__name__] = omp()
+  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 30, in __init__
+    raise EnvironmentError("I can't find a shared library for libgomp,"
+EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
+
      +
      + +
      +
      + + + +
      +

      Benchmark execution errors +

      +
      + +
      julia_numba_for_loops: NumbaError
      +
      + 
      Traceback (most recent call last):
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 245, in run_benchmarks
+    cold_time = run_benchmark(func, args, kwargs, memory)
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 225, in run_benchmark
+    func(*args, **kwargs)
+  File "numbawrapper.pyx", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)
+  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 68, in compile_from_args
+    return self.compile(signature)
+  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 83, in compile
+    compiled_function = dec(self.py_func)
+  File "/usr/local/lib/python2.7/site-packages/numba/decorators.py", line 222, in _jit_decorator
+    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)
+  File "/usr/local/lib/python2.7/site-packages/numba/decorators.py", line 133, in compile_function
+    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)
+  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 134, in compile2
+    post_ast = pipeline(func_ast, env)
+  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 181, in __call__
+    ast = self.transform(ast, env)
+  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 602, in transform
+    ast = stage(ast, env)
+  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 587, in _stage
+    return _check_stage_object(stage_obj)(ast, env)
+  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 192, in __call__
+    reporting.report(env, exc=e)
+  File "/usr/local/lib/python2.7/site-packages/numba/reporting.py", line 181, in report
+    raise exc
+NumbaError: (see below)
+--------------------- Numba Encountered Errors or Warnings ---------------------
+    for i, x in enumerate(grid_x):
+--------^
+Error 22:8: Only a single target iteration variable is supported at the moment
+--------------------------------------------------------------------------------
+
      +
      + +
      julia_parakeet_for_loops: AssertionError
      +
      + 
      Traceback (most recent call last):
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 245, in run_benchmarks
+    cold_time = run_benchmark(func, args, kwargs, memory)
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 225, in run_benchmark
+    func(*args, **kwargs)
+  File "/Users/ogrisel/code/parakeet/parakeet/decorators.py", line 115, in __call__
+    return run_function.run(self.f, *args, **kwargs)
+  File "/Users/ogrisel/code/parakeet/parakeet/run_function.py", line 134, in run
+    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)
+  File "/Users/ogrisel/code/parakeet/parakeet/run_function.py", line 116, in specialize_and_compile
+    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)
+  File "/Users/ogrisel/code/parakeet/parakeet/run_function.py", line 98, in prepare_args
+    untyped = ast_conversion.translate_function_value(fn)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 893, in translate_function_value
+    filename = filename)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 840, in translate_function_source
+    filename = filename)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 784, in translate_function_ast
+    _, body = translator.visit_block(body)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 746, in visit_block
+    parakeet_stmt = self.visit(stmt)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+    res = ast.NodeVisitor.visit(self, node)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
+    return visitor(node)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 677, in visit_Assign
+    ssa_rhs = self.visit(stmt.value)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+    res = ast.NodeVisitor.visit(self, node)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
+    return visitor(node)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 517, in visit_Call
+    keywords_dict[kwd.arg] = self.visit(kwd.value)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+    res = ast.NodeVisitor.visit(self, node)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
+    return visitor(node)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 631, in visit_Attribute
+    return value_to_syntax(value)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 135, in value_to_syntax
+    return translate_function_value(v)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 855, in translate_function_value
+    "Unsupported primitive: %s" % (fn,)
+AssertionError: Unsupported primitive: 
+
      +
      + +
      julia_parakeet_numpy: AssertionError
      +
      + 
      Traceback (most recent call last):
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 245, in run_benchmarks
+    cold_time = run_benchmark(func, args, kwargs, memory)
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 225, in run_benchmark
+    func(*args, **kwargs)
+  File "/Users/ogrisel/code/parakeet/parakeet/decorators.py", line 115, in __call__
+    return run_function.run(self.f, *args, **kwargs)
+  File "/Users/ogrisel/code/parakeet/parakeet/run_function.py", line 134, in run
+    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)
+  File "/Users/ogrisel/code/parakeet/parakeet/run_function.py", line 116, in specialize_and_compile
+    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)
+  File "/Users/ogrisel/code/parakeet/parakeet/run_function.py", line 98, in prepare_args
+    untyped = ast_conversion.translate_function_value(fn)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 893, in translate_function_value
+    filename = filename)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 840, in translate_function_source
+    filename = filename)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 784, in translate_function_ast
+    _, body = translator.visit_block(body)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 746, in visit_block
+    parakeet_stmt = self.visit(stmt)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+    res = ast.NodeVisitor.visit(self, node)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
+    return visitor(node)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 677, in visit_Assign
+    ssa_rhs = self.visit(stmt.value)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+    res = ast.NodeVisitor.visit(self, node)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
+    return visitor(node)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 553, in visit_Call
+    positional, keywords_dict, starargs_expr)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 497, in translate_value_call
+    return syntax.Call(translate_function_value(value),
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 893, in translate_function_value
+    filename = filename)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 840, in translate_function_source
+    filename = filename)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 784, in translate_function_ast
+    _, body = translator.visit_block(body)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 746, in visit_block
+    parakeet_stmt = self.visit(stmt)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+    res = ast.NodeVisitor.visit(self, node)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
+    return visitor(node)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 677, in visit_Assign
+    ssa_rhs = self.visit(stmt.value)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+    res = ast.NodeVisitor.visit(self, node)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
+    return visitor(node)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 553, in visit_Call
+    positional, keywords_dict, starargs_expr)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 500, in translate_value_call
+    return self.translate_builtin_call(value, positional, keywords_dict)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 482, in translate_builtin_call
+    fn = value_to_syntax(value)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 135, in value_to_syntax
+    return translate_function_value(v)
+  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 855, in translate_function_value
+    "Unsupported primitive: %s" % (fn,)
+AssertionError: Unsupported primitive: 
+
      +
      + +
      +
      + + +
      + + + + +
      +

      pairwise +

      + + +
      +

      Benchmark loading errors +

      +
      + +
      pairwise.pairwise_pythran: EnvironmentError
      +
      + 
      Traceback (most recent call last):
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 197, in find_benchmarks
+    module = __import__(module_name, fromlist="dummy")
+  File "/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py", line 23, in 
+    '\n'.join([imports, exports, source]))
+  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 276, in compile_pythrancode
+    module = generate_cxx(module_name, pythrancode, specs, opts)
+  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 138, in generate_cxx
+    refine(pm, ir, optimizations)
+  File "/usr/local/lib/python2.7/site-packages/pythran/middlend.py", line 44, in refine
+    pm.apply(optimization, node)
+  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
+    return a.apply(node, ctx)
+  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
+    return self.run(node, ctx)
+  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
+    n = super(Transformation, self).run(node, ctx)
+  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
+    self.prepare(node, ctx)
+  File "/usr/local/lib/python2.7/site-packages/pythran/optimizations.py", line 53, in prepare
+    self.env[module_name] = __import__(import_name)
+  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 44, in 
+    sys.modules[__name__] = omp()
+  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 30, in __init__
+    raise EnvironmentError("I can't find a shared library for libgomp,"
+EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
+
      +
      + +
      +
      + + + + +
      + + +
      From f3739fb8dea6b64a3e63547f7f01e0a58fe3ac0c Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Tue, 9 Jul 2013 10:05:25 -0100 Subject: [PATCH 04/54] Update documentation From 9b7f163fd5d7414a4bc24693daacf76abe6f4c3f Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Tue, 9 Jul 2013 10:09:54 -0100 Subject: [PATCH 05/54] Update documentation --- benchmark_results.json | 54 +++++++++++++++++++-------------------- index.html | 58 +++++++++++++++++++++--------------------- 2 files changed, 56 insertions(+), 56 deletions(-) diff --git a/benchmark_results.json b/benchmark_results.json index 0b1ba1d..e98545d 100644 --- a/benchmark_results.json +++ b/benchmark_results.json @@ -5,23 +5,23 @@ "records": [ { "name": "julia_python_for_loops", - "cold_time": 4.097285985946655, - "warm_time": 4.098056077957153 + "cold_time": 3.905442953109741, + "warm_time": 3.908759832382202 }, { "name": "julia_python_numpy", - "cold_time": 0.17902016639709473, - "warm_time": 0.17293405532836914 + "cold_time": 0.17349910736083984, + "warm_time": 0.1669940948486328 }, { "name": "julia_python_for_loops", - "cold_time": 4.131234884262085, - "warm_time": 4.250531196594238 + "cold_time": 3.93287992477417, + "warm_time": 3.9414172172546387 }, { "name": "julia_python_numpy", - "cold_time": 0.17438602447509766, - "warm_time": 0.1806778907775879 + "cold_time": 0.17181706428527832, + "warm_time": 0.16741394996643066 } ], "runtime_errors": [ @@ -29,19 +29,19 @@ "name": "julia_numba_for_loops", "error_type": "NumbaError", "error": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", - "traceback": "Traceback (most recent call last):\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 245, in run_benchmarks\n cold_time = run_benchmark(func, args, kwargs, memory)\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 225, in run_benchmark\n func(*args, **kwargs)\n File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n return self.compile(signature)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n compiled_function = dec(self.py_func)\n File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n post_ast = pipeline(func_ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n ast = self.transform(ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n ast = stage(ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n return _check_stage_object(stage_obj)(ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n reporting.report(env, exc=e)\n File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 245, in run_benchmarks\n cold_time = run_benchmark(func, args, kwargs, memory)\n File \"run_benchmarks.py\", line 225, in run_benchmark\n func(*args, **kwargs)\n File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n return self.compile(signature)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n compiled_function = dec(self.py_func)\n File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n post_ast = pipeline(func_ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n ast = self.transform(ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n ast = stage(ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n return _check_stage_object(stage_obj)(ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n reporting.report(env, exc=e)\n File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n" }, { "name": "julia_parakeet_for_loops", "error_type": "AssertionError", "error": "Unsupported primitive: ", - "traceback": "Traceback (most recent call last):\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 245, in run_benchmarks\n cold_time = run_benchmark(func, args, kwargs, memory)\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 225, in run_benchmark\n func(*args, **kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 517, in visit_Call\n keywords_dict[kwd.arg] = self.visit(kwd.value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n return value_to_syntax(value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 245, in run_benchmarks\n cold_time = run_benchmark(func, args, kwargs, memory)\n File \"run_benchmarks.py\", line 225, in run_benchmark\n func(*args, **kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 517, in visit_Call\n keywords_dict[kwd.arg] = self.visit(kwd.value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n return value_to_syntax(value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" }, { "name": "julia_parakeet_numpy", "error_type": "AssertionError", "error": "Unsupported primitive: ", - "traceback": "Traceback (most recent call last):\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 245, in run_benchmarks\n cold_time = run_benchmark(func, args, kwargs, memory)\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 225, in run_benchmark\n func(*args, **kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 497, in translate_value_call\n return syntax.Call(translate_function_value(value),\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 500, in translate_value_call\n return self.translate_builtin_call(value, positional, keywords_dict)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n fn = value_to_syntax(value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 245, in run_benchmarks\n cold_time = run_benchmark(func, args, kwargs, memory)\n File \"run_benchmarks.py\", line 225, in run_benchmark\n func(*args, **kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 497, in translate_value_call\n return syntax.Call(translate_function_value(value),\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 500, in translate_value_call\n return self.translate_builtin_call(value, positional, keywords_dict)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n fn = value_to_syntax(value)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" } ], "import_errors": [ @@ -49,7 +49,7 @@ "name": "julia.julia_pythran", "error_type": "EnvironmentError", "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", - "traceback": "Traceback (most recent call last):\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 197, in find_benchmarks\n module = __import__(module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n '\\n'.join([imports, exports, source]))\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 276, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 138, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 44, in refine\n pm.apply(optimization, node)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 53, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n sys.modules[__name__] = omp()\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 197, in find_benchmarks\n module = __import__(module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n '\\n'.join([imports, exports, source]))\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 276, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 138, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 44, in refine\n pm.apply(optimization, node)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 53, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n sys.modules[__name__] = omp()\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" } ] }, @@ -59,38 +59,38 @@ "records": [ { "name": "pairwise_numba_nested_for_loops", - "cold_time": 0.3178079128265381, - "warm_time": 0.0038688182830810547 + "cold_time": 0.3034830093383789, + "warm_time": 0.003771066665649414 }, { "name": "pairwise_parakeet_nested_for_loops", - "cold_time": 0.11311507225036621, - "warm_time": 0.005501985549926758 + "cold_time": 0.1047661304473877, + "warm_time": 0.00493311882019043 }, { "name": "pairwise_parakeet_inner_broadcasting", - "cold_time": 0.16729283332824707, - "warm_time": 0.006212949752807617 + "cold_time": 0.14252495765686035, + "warm_time": 0.0050771236419677734 }, { "name": "pairwise_python_nested_for_loops", - "cold_time": 6.57852578163147, - "warm_time": 6.601885080337524 + "cold_time": 5.986343145370483, + "warm_time": 5.988256931304932 }, { "name": "pairwise_python_inner_broadcasting", - "cold_time": 0.7596969604492188, - "warm_time": 0.747042179107666 + "cold_time": 0.7696042060852051, + "warm_time": 0.9017860889434814 }, { "name": "pairwise_python_nested_for_loops", - "cold_time": 6.4001500606536865, - "warm_time": 6.637428045272827 + "cold_time": 6.118801832199097, + "warm_time": 6.234630107879639 }, { "name": "pairwise_python_inner_broadcasting", - "cold_time": 0.7559018135070801, - "warm_time": 0.7481539249420166 + "cold_time": 0.8501451015472412, + "warm_time": 0.9857771396636963 } ], "runtime_errors": [], @@ -99,7 +99,7 @@ "name": "pairwise.pairwise_pythran", "error_type": "EnvironmentError", "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", - "traceback": "Traceback (most recent call last):\n File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 197, in find_benchmarks\n module = __import__(module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n '\\n'.join([imports, exports, source]))\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 276, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 138, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 44, in refine\n pm.apply(optimization, node)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 53, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n sys.modules[__name__] = omp()\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 197, in find_benchmarks\n module = __import__(module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n '\\n'.join([imports, exports, source]))\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 276, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 138, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 44, in refine\n pm.apply(optimization, node)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 53, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n sys.modules[__name__] = omp()\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" } ] } diff --git a/index.html b/index.html index c75d09a..55fe36b 100644 --- a/index.html +++ b/index.html @@ -48,11 +48,11 @@

      julia julia_python_for_loops - 4.097 + 3.905 - 4.098 + 3.909 @@ -61,11 +61,11 @@

      julia julia_python_numpy - 0.179 + 0.173 - 0.173 + 0.167 @@ -74,11 +74,11 @@

      julia julia_python_for_loops - 4.131 + 3.933 - 4.251 + 3.941 @@ -87,11 +87,11 @@

      julia julia_python_numpy - 0.174 + 0.172 - 0.181 + 0.167 @@ -131,7 +131,7 @@

      pairwise pairwise_numba_nested_for_loops - 0.318 + 0.303 @@ -144,11 +144,11 @@

      pairwise pairwise_parakeet_nested_for_loops - 0.113 + 0.105 - 0.006 + 0.005 @@ -157,11 +157,11 @@

      pairwise pairwise_parakeet_inner_broadcasting - 0.167 + 0.143 - 0.006 + 0.005 @@ -170,11 +170,11 @@

      pairwise pairwise_python_nested_for_loops - 6.579 + 5.986 - 6.602 + 5.988 @@ -183,11 +183,11 @@

      pairwise pairwise_python_inner_broadcasting - 0.760 + 0.770 - 0.747 + 0.902 @@ -196,11 +196,11 @@

      pairwise pairwise_python_nested_for_loops - 6.400 + 6.119 - 6.637 + 6.235 @@ -209,11 +209,11 @@

      pairwise pairwise_python_inner_broadcasting - 0.756 + 0.850 - 0.748 + 0.986 @@ -255,7 +255,7 @@

      Benchmark loading errors
      julia.julia_pythran: EnvironmentError
      Traceback (most recent call last):
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 197, in find_benchmarks
+  File "run_benchmarks.py", line 197, in find_benchmarks
     module = __import__(module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py", line 27, in 
     '\n'.join([imports, exports, source]))
@@ -298,9 +298,9 @@ 
      Benchmark execution errors
     
      julia_numba_for_loops: NumbaError
      
     
      
       
      Traceback (most recent call last):
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 245, in run_benchmarks
+  File "run_benchmarks.py", line 245, in run_benchmarks
     cold_time = run_benchmark(func, args, kwargs, memory)
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 225, in run_benchmark
+  File "run_benchmarks.py", line 225, in run_benchmark
     func(*args, **kwargs)
   File "numbawrapper.pyx", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)
   File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 68, in compile_from_args
@@ -335,9 +335,9 @@ 
      Benchmark execution errors
     
      julia_parakeet_for_loops: AssertionError
      
     
      
       
      Traceback (most recent call last):
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 245, in run_benchmarks
+  File "run_benchmarks.py", line 245, in run_benchmarks
     cold_time = run_benchmark(func, args, kwargs, memory)
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 225, in run_benchmark
+  File "run_benchmarks.py", line 225, in run_benchmark
     func(*args, **kwargs)
   File "/Users/ogrisel/code/parakeet/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
@@ -384,9 +384,9 @@ 
      Benchmark execution errors
     
      julia_parakeet_numpy: AssertionError
      
     
      
       
      Traceback (most recent call last):
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 245, in run_benchmarks
+  File "run_benchmarks.py", line 245, in run_benchmarks
     cold_time = run_benchmark(func, args, kwargs, memory)
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 225, in run_benchmark
+  File "run_benchmarks.py", line 225, in run_benchmark
     func(*args, **kwargs)
   File "/Users/ogrisel/code/parakeet/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
@@ -476,7 +476,7 @@ 
      Benchmark loading errors
     
      pairwise.pairwise_pythran: EnvironmentError
      
     
      
       
      Traceback (most recent call last):
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 197, in find_benchmarks
+  File "run_benchmarks.py", line 197, in find_benchmarks
     module = __import__(module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py", line 23, in 
     '\n'.join([imports, exports, source]))

From e5994907ab4e03a6006435b8a36f367043707f2e Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 10:12:15 -0100
Subject: [PATCH 06/54] Update documentation


From 4489da182139733edb6281f97c44eb0527dcd45c Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 10:13:30 -0100
Subject: [PATCH 07/54] Update documentation


From fc856a5ee91a6dc035666ff357b9d9df7305d9e0 Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 10:38:36 -0100
Subject: [PATCH 08/54] Update documentation

---
 benchmark_results.json | 54 ++++++++++++++++++------------------
 index.html             | 62 +++++++++++++++++++++++-------------------
 2 files changed, 61 insertions(+), 55 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index e98545d..0d7c515 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -5,23 +5,23 @@
     "records": [
       {
         "name": "julia_python_for_loops", 
-        "cold_time": 3.905442953109741, 
-        "warm_time": 3.908759832382202
+        "cold_time": 4.219748020172119, 
+        "warm_time": 4.204819917678833
       }, 
       {
         "name": "julia_python_numpy", 
-        "cold_time": 0.17349910736083984, 
-        "warm_time": 0.1669940948486328
+        "cold_time": 0.1733109951019287, 
+        "warm_time": 0.16827797889709473
       }, 
       {
         "name": "julia_python_for_loops", 
-        "cold_time": 3.93287992477417, 
-        "warm_time": 3.9414172172546387
+        "cold_time": 4.1977691650390625, 
+        "warm_time": 4.223984956741333
       }, 
       {
         "name": "julia_python_numpy", 
-        "cold_time": 0.17181706428527832, 
-        "warm_time": 0.16741394996643066
+        "cold_time": 0.17683792114257812, 
+        "warm_time": 0.17131996154785156
       }
     ], 
     "runtime_errors": [
@@ -29,19 +29,19 @@
         "name": "julia_numba_for_loops", 
         "error_type": "NumbaError", 
         "error": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 245, in run_benchmarks\n    cold_time = run_benchmark(func, args, kwargs, memory)\n  File \"run_benchmarks.py\", line 225, in run_benchmark\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 126, in run_benchmarks\n    cold_time = run_benchmark(func, args, kwargs, memory, n_runs=1)\n  File \"run_benchmarks.py\", line 98, in run_benchmark\n    first_time = time_once()\n  File \"run_benchmarks.py\", line 94, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
       }, 
       {
         "name": "julia_parakeet_for_loops", 
         "error_type": "AssertionError", 
         "error": "Unsupported primitive: ", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 245, in run_benchmarks\n    cold_time = run_benchmark(func, args, kwargs, memory)\n  File \"run_benchmarks.py\", line 225, in run_benchmark\n    func(*args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 126, in run_benchmarks\n    cold_time = run_benchmark(func, args, kwargs, memory, n_runs=1)\n  File \"run_benchmarks.py\", line 98, in run_benchmark\n    first_time = time_once()\n  File \"run_benchmarks.py\", line 94, in time_once\n    func(*args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
       }, 
       {
         "name": "julia_parakeet_numpy", 
         "error_type": "AssertionError", 
         "error": "Unsupported primitive: ", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 245, in run_benchmarks\n    cold_time = run_benchmark(func, args, kwargs, memory)\n  File \"run_benchmarks.py\", line 225, in run_benchmark\n    func(*args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 126, in run_benchmarks\n    cold_time = run_benchmark(func, args, kwargs, memory, n_runs=1)\n  File \"run_benchmarks.py\", line 98, in run_benchmark\n    first_time = time_once()\n  File \"run_benchmarks.py\", line 94, in time_once\n    func(*args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
       }
     ], 
     "import_errors": [
@@ -49,7 +49,7 @@
         "name": "julia.julia_pythran", 
         "error_type": "EnvironmentError", 
         "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 197, in find_benchmarks\n    module = __import__(module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 276, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 138, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 44, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 53, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 65, in find_benchmarks\n    module = __import__(module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 276, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 138, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 44, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 53, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
       }
     ]
   }, 
@@ -59,38 +59,38 @@
     "records": [
       {
         "name": "pairwise_numba_nested_for_loops", 
-        "cold_time": 0.3034830093383789, 
-        "warm_time": 0.003771066665649414
+        "cold_time": 0.2991158962249756, 
+        "warm_time": 0.0037641525268554688
       }, 
       {
         "name": "pairwise_parakeet_nested_for_loops", 
-        "cold_time": 0.1047661304473877, 
-        "warm_time": 0.00493311882019043
+        "cold_time": 0.10540890693664551, 
+        "warm_time": 0.004884004592895508
       }, 
       {
         "name": "pairwise_parakeet_inner_broadcasting", 
-        "cold_time": 0.14252495765686035, 
-        "warm_time": 0.0050771236419677734
+        "cold_time": 0.14476895332336426, 
+        "warm_time": 0.004868984222412109
       }, 
       {
         "name": "pairwise_python_nested_for_loops", 
-        "cold_time": 5.986343145370483, 
-        "warm_time": 5.988256931304932
+        "cold_time": 6.51577091217041, 
+        "warm_time": 6.710594177246094
       }, 
       {
         "name": "pairwise_python_inner_broadcasting", 
-        "cold_time": 0.7696042060852051, 
-        "warm_time": 0.9017860889434814
+        "cold_time": 0.7927730083465576, 
+        "warm_time": 0.7755050659179688
       }, 
       {
         "name": "pairwise_python_nested_for_loops", 
-        "cold_time": 6.118801832199097, 
-        "warm_time": 6.234630107879639
+        "cold_time": 6.543009042739868, 
+        "warm_time": 6.6614861488342285
       }, 
       {
         "name": "pairwise_python_inner_broadcasting", 
-        "cold_time": 0.8501451015472412, 
-        "warm_time": 0.9857771396636963
+        "cold_time": 0.8532390594482422, 
+        "warm_time": 0.8061659336090088
       }
     ], 
     "runtime_errors": [], 
@@ -99,7 +99,7 @@
         "name": "pairwise.pairwise_pythran", 
         "error_type": "EnvironmentError", 
         "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 197, in find_benchmarks\n    module = __import__(module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 276, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 138, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 44, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 53, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 65, in find_benchmarks\n    module = __import__(module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 276, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 138, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 44, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 53, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
       }
     ]
   }
diff --git a/index.html b/index.html
index 55fe36b..4797d96 100644
--- a/index.html
+++ b/index.html
@@ -48,11 +48,11 @@ 
      julia
   
   julia_python_for_loops
   
-    3.905
+    4.220
     
   
   
-    3.909
+    4.205
     
   
 
@@ -65,7 +65,7 @@ 
      julia
     
   
   
-    0.167
+    0.168
     
   
 
@@ -74,11 +74,11 @@ 
      julia
   
   julia_python_for_loops
   
-    3.933
+    4.198
     
   
   
-    3.941
+    4.224
     
   
 
@@ -87,11 +87,11 @@ 
      julia
   
   julia_python_numpy
   
-    0.172
+    0.177
     
   
   
-    0.167
+    0.171
     
   
 
@@ -131,7 +131,7 @@ 
      pairwise
   
   pairwise_numba_nested_for_loops
   
-    0.303
+    0.299
     
   
   
@@ -157,7 +157,7 @@ 
      pairwise
   
   pairwise_parakeet_inner_broadcasting
   
-    0.143
+    0.145
     
   
   
@@ -170,11 +170,11 @@ 
      pairwise
   
   pairwise_python_nested_for_loops
   
-    5.986
+    6.516
     
   
   
-    5.988
+    6.711
     
   
 
@@ -183,11 +183,11 @@ 
      pairwise
   
   pairwise_python_inner_broadcasting
   
-    0.770
+    0.793
     
   
   
-    0.902
+    0.776
     
   
 
@@ -196,11 +196,11 @@ 
      pairwise
   
   pairwise_python_nested_for_loops
   
-    6.119
+    6.543
     
   
   
-    6.235
+    6.661
     
   
 
@@ -209,11 +209,11 @@ 
      pairwise
   
   pairwise_python_inner_broadcasting
   
-    0.850
+    0.853
     
   
   
-    0.986
+    0.806
     
   
 
@@ -255,7 +255,7 @@ 
      Benchmark loading errors
     
      julia.julia_pythran: EnvironmentError
      
     
      
       
      Traceback (most recent call last):
-  File "run_benchmarks.py", line 197, in find_benchmarks
+  File "run_benchmarks.py", line 65, in find_benchmarks
     module = __import__(module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py", line 27, in 
     '\n'.join([imports, exports, source]))
@@ -298,9 +298,11 @@ 
      Benchmark execution errors
     
      julia_numba_for_loops: NumbaError
      
     
      
       
      Traceback (most recent call last):
-  File "run_benchmarks.py", line 245, in run_benchmarks
-    cold_time = run_benchmark(func, args, kwargs, memory)
-  File "run_benchmarks.py", line 225, in run_benchmark
+  File "run_benchmarks.py", line 126, in run_benchmarks
+    cold_time = run_benchmark(func, args, kwargs, memory, n_runs=1)
+  File "run_benchmarks.py", line 98, in run_benchmark
+    first_time = time_once()
+  File "run_benchmarks.py", line 94, in time_once
     func(*args, **kwargs)
   File "numbawrapper.pyx", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)
   File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 68, in compile_from_args
@@ -335,9 +337,11 @@ 
      Benchmark execution errors
     
      julia_parakeet_for_loops: AssertionError
      
     
      
       
      Traceback (most recent call last):
-  File "run_benchmarks.py", line 245, in run_benchmarks
-    cold_time = run_benchmark(func, args, kwargs, memory)
-  File "run_benchmarks.py", line 225, in run_benchmark
+  File "run_benchmarks.py", line 126, in run_benchmarks
+    cold_time = run_benchmark(func, args, kwargs, memory, n_runs=1)
+  File "run_benchmarks.py", line 98, in run_benchmark
+    first_time = time_once()
+  File "run_benchmarks.py", line 94, in time_once
     func(*args, **kwargs)
   File "/Users/ogrisel/code/parakeet/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
@@ -384,9 +388,11 @@ 
      Benchmark execution errors
     
      julia_parakeet_numpy: AssertionError
      
     
      
       
      Traceback (most recent call last):
-  File "run_benchmarks.py", line 245, in run_benchmarks
-    cold_time = run_benchmark(func, args, kwargs, memory)
-  File "run_benchmarks.py", line 225, in run_benchmark
+  File "run_benchmarks.py", line 126, in run_benchmarks
+    cold_time = run_benchmark(func, args, kwargs, memory, n_runs=1)
+  File "run_benchmarks.py", line 98, in run_benchmark
+    first_time = time_once()
+  File "run_benchmarks.py", line 94, in time_once
     func(*args, **kwargs)
   File "/Users/ogrisel/code/parakeet/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
@@ -476,7 +482,7 @@ 
      Benchmark loading errors
     
      pairwise.pairwise_pythran: EnvironmentError
      
     
      
       
      Traceback (most recent call last):
-  File "run_benchmarks.py", line 197, in find_benchmarks
+  File "run_benchmarks.py", line 65, in find_benchmarks
     module = __import__(module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py", line 23, in 
     '\n'.join([imports, exports, source]))

From e23acf2878962fd2bd929a2fa37094202514ea30 Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 10:59:42 -0100
Subject: [PATCH 09/54] Update documentation

---
 benchmark_results.json | 44 +++++++++++++++++++++---------------------
 index.html             | 44 +++++++++++++++++++++---------------------
 2 files changed, 44 insertions(+), 44 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index 0d7c515..1a23309 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -5,23 +5,23 @@
     "records": [
       {
         "name": "julia_python_for_loops", 
-        "cold_time": 4.219748020172119, 
-        "warm_time": 4.204819917678833
+        "cold_time": 8.937978029251099, 
+        "warm_time": 8.7689208984375
       }, 
       {
         "name": "julia_python_numpy", 
-        "cold_time": 0.1733109951019287, 
-        "warm_time": 0.16827797889709473
+        "cold_time": 0.3522069454193115, 
+        "warm_time": 0.33577704429626465
       }, 
       {
         "name": "julia_python_for_loops", 
-        "cold_time": 4.1977691650390625, 
-        "warm_time": 4.223984956741333
+        "cold_time": 8.888965845108032, 
+        "warm_time": 9.168017864227295
       }, 
       {
         "name": "julia_python_numpy", 
-        "cold_time": 0.17683792114257812, 
-        "warm_time": 0.17131996154785156
+        "cold_time": 0.3643150329589844, 
+        "warm_time": 0.3254249095916748
       }
     ], 
     "runtime_errors": [
@@ -59,38 +59,38 @@
     "records": [
       {
         "name": "pairwise_numba_nested_for_loops", 
-        "cold_time": 0.2991158962249756, 
-        "warm_time": 0.0037641525268554688
+        "cold_time": 0.7065780162811279, 
+        "warm_time": 0.005943775177001953
       }, 
       {
         "name": "pairwise_parakeet_nested_for_loops", 
-        "cold_time": 0.10540890693664551, 
-        "warm_time": 0.004884004592895508
+        "cold_time": 0.2448258399963379, 
+        "warm_time": 0.008738040924072266
       }, 
       {
         "name": "pairwise_parakeet_inner_broadcasting", 
-        "cold_time": 0.14476895332336426, 
-        "warm_time": 0.004868984222412109
+        "cold_time": 0.310107946395874, 
+        "warm_time": 0.008646011352539062
       }, 
       {
         "name": "pairwise_python_nested_for_loops", 
-        "cold_time": 6.51577091217041, 
-        "warm_time": 6.710594177246094
+        "cold_time": 12.688491821289062, 
+        "warm_time": 13.118649959564209
       }, 
       {
         "name": "pairwise_python_inner_broadcasting", 
-        "cold_time": 0.7927730083465576, 
-        "warm_time": 0.7755050659179688
+        "cold_time": 1.758558988571167, 
+        "warm_time": 1.9488930702209473
       }, 
       {
         "name": "pairwise_python_nested_for_loops", 
-        "cold_time": 6.543009042739868, 
-        "warm_time": 6.6614861488342285
+        "cold_time": 13.356043100357056, 
+        "warm_time": 13.121691226959229
       }, 
       {
         "name": "pairwise_python_inner_broadcasting", 
-        "cold_time": 0.8532390594482422, 
-        "warm_time": 0.8061659336090088
+        "cold_time": 1.7793529033660889, 
+        "warm_time": 1.807743787765503
       }
     ], 
     "runtime_errors": [], 
diff --git a/index.html b/index.html
index 4797d96..82dc330 100644
--- a/index.html
+++ b/index.html
@@ -48,11 +48,11 @@ 
      julia
   
   julia_python_for_loops
   
-    4.220
+    8.938
     
   
   
-    4.205
+    8.769
     
   
 
@@ -61,11 +61,11 @@ 
      julia
   
   julia_python_numpy
   
-    0.173
+    0.352
     
   
   
-    0.168
+    0.336
     
   
 
@@ -74,11 +74,11 @@ 
      julia
   
   julia_python_for_loops
   
-    4.198
+    8.889
     
   
   
-    4.224
+    9.168
     
   
 
@@ -87,11 +87,11 @@ 
      julia
   
   julia_python_numpy
   
-    0.177
+    0.364
     
   
   
-    0.171
+    0.325
     
   
 
@@ -131,11 +131,11 @@ 
      pairwise
   
   pairwise_numba_nested_for_loops
   
-    0.299
+    0.707
     
   
   
-    0.004
+    0.006
     
   
 
@@ -144,11 +144,11 @@ 
      pairwise
   
   pairwise_parakeet_nested_for_loops
   
-    0.105
+    0.245
     
   
   
-    0.005
+    0.009
     
   
 
@@ -157,11 +157,11 @@ 
      pairwise
   
   pairwise_parakeet_inner_broadcasting
   
-    0.145
+    0.310
     
   
   
-    0.005
+    0.009
     
   
 
@@ -170,11 +170,11 @@ 
      pairwise
   
   pairwise_python_nested_for_loops
   
-    6.516
+    12.688
     
   
   
-    6.711
+    13.119
     
   
 
@@ -183,11 +183,11 @@ 
      pairwise
   
   pairwise_python_inner_broadcasting
   
-    0.793
+    1.759
     
   
   
-    0.776
+    1.949
     
   
 
@@ -196,11 +196,11 @@ 
      pairwise
   
   pairwise_python_nested_for_loops
   
-    6.543
+    13.356
     
   
   
-    6.661
+    13.122
     
   
 
@@ -209,11 +209,11 @@ 
      pairwise
   
   pairwise_python_inner_broadcasting
   
-    0.853
+    1.779
     
   
   
-    0.806
+    1.808
     
   
 

From 93cb6af0c571c9ac06cadc72a1a16fb43b448da0 Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 11:03:48 -0100
Subject: [PATCH 10/54] Update documentation

---
 benchmark_results.json | 44 +++++++++++++++++++++---------------------
 index.html             | 44 +++++++++++++++++++++---------------------
 2 files changed, 44 insertions(+), 44 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index 0d7c515..1a23309 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -5,23 +5,23 @@
     "records": [
       {
         "name": "julia_python_for_loops", 
-        "cold_time": 4.219748020172119, 
-        "warm_time": 4.204819917678833
+        "cold_time": 8.937978029251099, 
+        "warm_time": 8.7689208984375
       }, 
       {
         "name": "julia_python_numpy", 
-        "cold_time": 0.1733109951019287, 
-        "warm_time": 0.16827797889709473
+        "cold_time": 0.3522069454193115, 
+        "warm_time": 0.33577704429626465
       }, 
       {
         "name": "julia_python_for_loops", 
-        "cold_time": 4.1977691650390625, 
-        "warm_time": 4.223984956741333
+        "cold_time": 8.888965845108032, 
+        "warm_time": 9.168017864227295
       }, 
       {
         "name": "julia_python_numpy", 
-        "cold_time": 0.17683792114257812, 
-        "warm_time": 0.17131996154785156
+        "cold_time": 0.3643150329589844, 
+        "warm_time": 0.3254249095916748
       }
     ], 
     "runtime_errors": [
@@ -59,38 +59,38 @@
     "records": [
       {
         "name": "pairwise_numba_nested_for_loops", 
-        "cold_time": 0.2991158962249756, 
-        "warm_time": 0.0037641525268554688
+        "cold_time": 0.7065780162811279, 
+        "warm_time": 0.005943775177001953
       }, 
       {
         "name": "pairwise_parakeet_nested_for_loops", 
-        "cold_time": 0.10540890693664551, 
-        "warm_time": 0.004884004592895508
+        "cold_time": 0.2448258399963379, 
+        "warm_time": 0.008738040924072266
       }, 
       {
         "name": "pairwise_parakeet_inner_broadcasting", 
-        "cold_time": 0.14476895332336426, 
-        "warm_time": 0.004868984222412109
+        "cold_time": 0.310107946395874, 
+        "warm_time": 0.008646011352539062
       }, 
       {
         "name": "pairwise_python_nested_for_loops", 
-        "cold_time": 6.51577091217041, 
-        "warm_time": 6.710594177246094
+        "cold_time": 12.688491821289062, 
+        "warm_time": 13.118649959564209
       }, 
       {
         "name": "pairwise_python_inner_broadcasting", 
-        "cold_time": 0.7927730083465576, 
-        "warm_time": 0.7755050659179688
+        "cold_time": 1.758558988571167, 
+        "warm_time": 1.9488930702209473
       }, 
       {
         "name": "pairwise_python_nested_for_loops", 
-        "cold_time": 6.543009042739868, 
-        "warm_time": 6.6614861488342285
+        "cold_time": 13.356043100357056, 
+        "warm_time": 13.121691226959229
       }, 
       {
         "name": "pairwise_python_inner_broadcasting", 
-        "cold_time": 0.8532390594482422, 
-        "warm_time": 0.8061659336090088
+        "cold_time": 1.7793529033660889, 
+        "warm_time": 1.807743787765503
       }
     ], 
     "runtime_errors": [], 
diff --git a/index.html b/index.html
index 4797d96..82dc330 100644
--- a/index.html
+++ b/index.html
@@ -48,11 +48,11 @@ 
      julia
   
   julia_python_for_loops
   
-    4.220
+    8.938
     
   
   
-    4.205
+    8.769
     
   
 
@@ -61,11 +61,11 @@ 
      julia
   
   julia_python_numpy
   
-    0.173
+    0.352
     
   
   
-    0.168
+    0.336
     
   
 
@@ -74,11 +74,11 @@ 
      julia
   
   julia_python_for_loops
   
-    4.198
+    8.889
     
   
   
-    4.224
+    9.168
     
   
 
@@ -87,11 +87,11 @@ 
      julia
   
   julia_python_numpy
   
-    0.177
+    0.364
     
   
   
-    0.171
+    0.325
     
   
 
@@ -131,11 +131,11 @@ 
      pairwise
   
   pairwise_numba_nested_for_loops
   
-    0.299
+    0.707
     
   
   
-    0.004
+    0.006
     
   
 
@@ -144,11 +144,11 @@ 
      pairwise
   
   pairwise_parakeet_nested_for_loops
   
-    0.105
+    0.245
     
   
   
-    0.005
+    0.009
     
   
 
@@ -157,11 +157,11 @@ 
      pairwise
   
   pairwise_parakeet_inner_broadcasting
   
-    0.145
+    0.310
     
   
   
-    0.005
+    0.009
     
   
 
@@ -170,11 +170,11 @@ 
      pairwise
   
   pairwise_python_nested_for_loops
   
-    6.516
+    12.688
     
   
   
-    6.711
+    13.119
     
   
 
@@ -183,11 +183,11 @@ 
      pairwise
   
   pairwise_python_inner_broadcasting
   
-    0.793
+    1.759
     
   
   
-    0.776
+    1.949
     
   
 
@@ -196,11 +196,11 @@ 
      pairwise
   
   pairwise_python_nested_for_loops
   
-    6.543
+    13.356
     
   
   
-    6.661
+    13.122
     
   
 
@@ -209,11 +209,11 @@ 
      pairwise
   
   pairwise_python_inner_broadcasting
   
-    0.853
+    1.779
     
   
   
-    0.806
+    1.808
     
   
 

From 29fb63103a27ef869dc1ffba8d77456fb0d6ef70 Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 12:00:37 -0100
Subject: [PATCH 11/54] Update documentation

---
 benchmark_results.json | 115 +++++++++++++++++++++-------
 index.html             | 166 ++++++++++++++++++++---------------------
 2 files changed, 171 insertions(+), 110 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index 0d7c515..6c979a1 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -5,23 +5,43 @@
     "records": [
       {
         "name": "julia_python_for_loops", 
-        "cold_time": 4.219748020172119, 
-        "warm_time": 4.204819917678833
+        "cold_time": null, 
+        "warm_time": 3.8299899101257324, 
+        "all_times": [
+          3.8299899101257324
+        ]
       }, 
       {
         "name": "julia_python_numpy", 
-        "cold_time": 0.1733109951019287, 
-        "warm_time": 0.16827797889709473
+        "cold_time": null, 
+        "warm_time": 0.1657121181488037, 
+        "all_times": [
+          [
+            0.1766529083251953, 
+            0.16662096977233887, 
+            0.1657121181488037
+          ]
+        ]
       }, 
       {
         "name": "julia_python_for_loops", 
-        "cold_time": 4.1977691650390625, 
-        "warm_time": 4.223984956741333
+        "cold_time": null, 
+        "warm_time": 3.9261081218719482, 
+        "all_times": [
+          3.9261081218719482
+        ]
       }, 
       {
         "name": "julia_python_numpy", 
-        "cold_time": 0.17683792114257812, 
-        "warm_time": 0.17131996154785156
+        "cold_time": null, 
+        "warm_time": 0.16599583625793457, 
+        "all_times": [
+          [
+            0.1735830307006836, 
+            0.16648507118225098, 
+            0.16599583625793457
+          ]
+        ]
       }
     ], 
     "runtime_errors": [
@@ -29,19 +49,19 @@
         "name": "julia_numba_for_loops", 
         "error_type": "NumbaError", 
         "error": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 126, in run_benchmarks\n    cold_time = run_benchmark(func, args, kwargs, memory, n_runs=1)\n  File \"run_benchmarks.py\", line 98, in run_benchmark\n    first_time = time_once()\n  File \"run_benchmarks.py\", line 94, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 149, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 99, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 95, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
       }, 
       {
         "name": "julia_parakeet_for_loops", 
         "error_type": "AssertionError", 
         "error": "Unsupported primitive: ", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 126, in run_benchmarks\n    cold_time = run_benchmark(func, args, kwargs, memory, n_runs=1)\n  File \"run_benchmarks.py\", line 98, in run_benchmark\n    first_time = time_once()\n  File \"run_benchmarks.py\", line 94, in time_once\n    func(*args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 149, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 99, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 95, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
       }, 
       {
         "name": "julia_parakeet_numpy", 
         "error_type": "AssertionError", 
         "error": "Unsupported primitive: ", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 126, in run_benchmarks\n    cold_time = run_benchmark(func, args, kwargs, memory, n_runs=1)\n  File \"run_benchmarks.py\", line 98, in run_benchmark\n    first_time = time_once()\n  File \"run_benchmarks.py\", line 94, in time_once\n    func(*args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 149, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 99, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 95, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
       }
     ], 
     "import_errors": [
@@ -49,7 +69,7 @@
         "name": "julia.julia_pythran", 
         "error_type": "EnvironmentError", 
         "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 65, in find_benchmarks\n    module = __import__(module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 276, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 138, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 44, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 53, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 65, in find_benchmarks\n    module = __import__(module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
       }
     ]
   }, 
@@ -59,38 +79,79 @@
     "records": [
       {
         "name": "pairwise_numba_nested_for_loops", 
-        "cold_time": 0.2991158962249756, 
-        "warm_time": 0.0037641525268554688
+        "cold_time": 0.2875099182128906, 
+        "warm_time": 0.003634929656982422, 
+        "all_times": [
+          [
+            0.2875099182128906, 
+            0.003634929656982422, 
+            0.003670930862426758
+          ]
+        ]
       }, 
       {
         "name": "pairwise_parakeet_nested_for_loops", 
-        "cold_time": 0.10540890693664551, 
-        "warm_time": 0.004884004592895508
+        "cold_time": 0.11272597312927246, 
+        "warm_time": 0.004813194274902344, 
+        "all_times": [
+          [
+            0.11272597312927246, 
+            0.005352973937988281, 
+            0.004813194274902344
+          ]
+        ]
       }, 
       {
         "name": "pairwise_parakeet_inner_broadcasting", 
-        "cold_time": 0.14476895332336426, 
-        "warm_time": 0.004868984222412109
+        "cold_time": 0.14144277572631836, 
+        "warm_time": 0.00487208366394043, 
+        "all_times": [
+          [
+            0.14144277572631836, 
+            0.0051691532135009766, 
+            0.00487208366394043
+          ]
+        ]
       }, 
       {
         "name": "pairwise_python_nested_for_loops", 
-        "cold_time": 6.51577091217041, 
-        "warm_time": 6.710594177246094
+        "cold_time": null, 
+        "warm_time": 5.894705057144165, 
+        "all_times": [
+          5.894705057144165
+        ]
       }, 
       {
         "name": "pairwise_python_inner_broadcasting", 
-        "cold_time": 0.7927730083465576, 
-        "warm_time": 0.7755050659179688
+        "cold_time": null, 
+        "warm_time": 0.7549378871917725, 
+        "all_times": [
+          [
+            0.7856490612030029, 
+            0.7584829330444336, 
+            0.7549378871917725
+          ]
+        ]
       }, 
       {
         "name": "pairwise_python_nested_for_loops", 
-        "cold_time": 6.543009042739868, 
-        "warm_time": 6.6614861488342285
+        "cold_time": null, 
+        "warm_time": 5.85624098777771, 
+        "all_times": [
+          5.85624098777771
+        ]
       }, 
       {
         "name": "pairwise_python_inner_broadcasting", 
-        "cold_time": 0.8532390594482422, 
-        "warm_time": 0.8061659336090088
+        "cold_time": null, 
+        "warm_time": 0.7667369842529297, 
+        "all_times": [
+          [
+            0.7766389846801758, 
+            0.7688751220703125, 
+            0.7667369842529297
+          ]
+        ]
       }
     ], 
     "runtime_errors": [], 
@@ -99,7 +160,7 @@
         "name": "pairwise.pairwise_pythran", 
         "error_type": "EnvironmentError", 
         "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 65, in find_benchmarks\n    module = __import__(module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 276, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 138, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 44, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 53, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 65, in find_benchmarks\n    module = __import__(module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
       }
     ]
   }
diff --git a/index.html b/index.html
index 4797d96..3050938 100644
--- a/index.html
+++ b/index.html
@@ -48,11 +48,11 @@ 
      julia
   
   julia_python_for_loops
   
-    4.220
+    N/A
     
   
   
-    4.205
+    3.830
     
   
 
@@ -61,11 +61,11 @@ 
      julia
   
   julia_python_numpy
   
-    0.173
+    N/A
     
   
   
-    0.168
+    0.166
     
   
 
@@ -74,11 +74,11 @@ 
      julia
   
   julia_python_for_loops
   
-    4.198
+    N/A
     
   
   
-    4.224
+    3.926
     
   
 
@@ -87,11 +87,11 @@ 
      julia
   
   julia_python_numpy
   
-    0.177
+    N/A
     
   
   
-    0.171
+    0.166
     
   
 
@@ -131,7 +131,7 @@ 
      pairwise
   
   pairwise_numba_nested_for_loops
   
-    0.299
+    0.288
     
   
   
@@ -144,7 +144,7 @@ 
      pairwise
   
   pairwise_parakeet_nested_for_loops
   
-    0.105
+    0.113
     
   
   
@@ -157,7 +157,7 @@ 
      pairwise
   
   pairwise_parakeet_inner_broadcasting
   
-    0.145
+    0.141
     
   
   
@@ -170,11 +170,11 @@ 
      pairwise
   
   pairwise_python_nested_for_loops
   
-    6.516
+    N/A
     
   
   
-    6.711
+    5.895
     
   
 
@@ -183,11 +183,11 @@ 
      pairwise
   
   pairwise_python_inner_broadcasting
   
-    0.793
+    N/A
     
   
   
-    0.776
+    0.755
     
   
 
@@ -196,11 +196,11 @@ 
      pairwise
   
   pairwise_python_nested_for_loops
   
-    6.543
+    N/A
     
   
   
-    6.661
+    5.856
     
   
 
@@ -209,11 +209,11 @@ 
      pairwise
   
   pairwise_python_inner_broadcasting
   
-    0.853
+    N/A
     
   
   
-    0.806
+    0.767
     
   
 
@@ -259,11 +259,11 @@ 
      Benchmark loading errors
     module = __import__(module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py", line 27, in 
     '\n'.join([imports, exports, source]))
-  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 276, in compile_pythrancode
+  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
     module = generate_cxx(module_name, pythrancode, specs, opts)
-  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 138, in generate_cxx
+  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
     refine(pm, ir, optimizations)
-  File "/usr/local/lib/python2.7/site-packages/pythran/middlend.py", line 44, in refine
+  File "/usr/local/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
     pm.apply(optimization, node)
   File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
     return a.apply(node, ctx)
@@ -273,7 +273,7 @@ 
      Benchmark loading errors
     n = super(Transformation, self).run(node, ctx)
   File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
     self.prepare(node, ctx)
-  File "/usr/local/lib/python2.7/site-packages/pythran/optimizations.py", line 53, in prepare
+  File "/usr/local/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
     self.env[module_name] = __import__(import_name)
   File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 44, in 
     sys.modules[__name__] = omp()
@@ -298,11 +298,11 @@ 
      Benchmark execution errors
     
      julia_numba_for_loops: NumbaError
      
     
      
       
      Traceback (most recent call last):
-  File "run_benchmarks.py", line 126, in run_benchmarks
-    cold_time = run_benchmark(func, args, kwargs, memory, n_runs=1)
-  File "run_benchmarks.py", line 98, in run_benchmark
-    first_time = time_once()
-  File "run_benchmarks.py", line 94, in time_once
+  File "run_benchmarks.py", line 149, in run_benchmarks
+    record = run_benchmark(name, func, args, kwargs, memory=memory)
+  File "run_benchmarks.py", line 99, in run_benchmark
+    first_timing = time_once()
+  File "run_benchmarks.py", line 95, in time_once
     func(*args, **kwargs)
   File "numbawrapper.pyx", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)
   File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 68, in compile_from_args
@@ -337,49 +337,49 @@ 
      Benchmark execution errors
     
      julia_parakeet_for_loops: AssertionError
      
     
      
       
      Traceback (most recent call last):
-  File "run_benchmarks.py", line 126, in run_benchmarks
-    cold_time = run_benchmark(func, args, kwargs, memory, n_runs=1)
-  File "run_benchmarks.py", line 98, in run_benchmark
-    first_time = time_once()
-  File "run_benchmarks.py", line 94, in time_once
+  File "run_benchmarks.py", line 149, in run_benchmarks
+    record = run_benchmark(name, func, args, kwargs, memory=memory)
+  File "run_benchmarks.py", line 99, in run_benchmark
+    first_timing = time_once()
+  File "run_benchmarks.py", line 95, in time_once
     func(*args, **kwargs)
-  File "/Users/ogrisel/code/parakeet/parakeet/decorators.py", line 115, in __call__
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
-  File "/Users/ogrisel/code/parakeet/parakeet/run_function.py", line 134, in run
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 134, in run
     untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)
-  File "/Users/ogrisel/code/parakeet/parakeet/run_function.py", line 116, in specialize_and_compile
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 116, in specialize_and_compile
     untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)
-  File "/Users/ogrisel/code/parakeet/parakeet/run_function.py", line 98, in prepare_args
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 98, in prepare_args
     untyped = ast_conversion.translate_function_value(fn)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 893, in translate_function_value
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 893, in translate_function_value
     filename = filename)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 840, in translate_function_source
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 840, in translate_function_source
     filename = filename)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 784, in translate_function_ast
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 784, in translate_function_ast
     _, body = translator.visit_block(body)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 746, in visit_block
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 746, in visit_block
     parakeet_stmt = self.visit(stmt)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 487, in visit
     res = ast.NodeVisitor.visit(self, node)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
     return visitor(node)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 677, in visit_Assign
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 677, in visit_Assign
     ssa_rhs = self.visit(stmt.value)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 487, in visit
     res = ast.NodeVisitor.visit(self, node)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
     return visitor(node)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 517, in visit_Call
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 517, in visit_Call
     keywords_dict[kwd.arg] = self.visit(kwd.value)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 487, in visit
     res = ast.NodeVisitor.visit(self, node)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
     return visitor(node)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 631, in visit_Attribute
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 631, in visit_Attribute
     return value_to_syntax(value)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 135, in value_to_syntax
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 135, in value_to_syntax
     return translate_function_value(v)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 855, in translate_function_value
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 855, in translate_function_value
     "Unsupported primitive: %s" % (fn,)
 AssertionError: Unsupported primitive: 
 
      
@@ -388,69 +388,69 @@ 
      Benchmark execution errors
     
      julia_parakeet_numpy: AssertionError
      
     
      
       
      Traceback (most recent call last):
-  File "run_benchmarks.py", line 126, in run_benchmarks
-    cold_time = run_benchmark(func, args, kwargs, memory, n_runs=1)
-  File "run_benchmarks.py", line 98, in run_benchmark
-    first_time = time_once()
-  File "run_benchmarks.py", line 94, in time_once
+  File "run_benchmarks.py", line 149, in run_benchmarks
+    record = run_benchmark(name, func, args, kwargs, memory=memory)
+  File "run_benchmarks.py", line 99, in run_benchmark
+    first_timing = time_once()
+  File "run_benchmarks.py", line 95, in time_once
     func(*args, **kwargs)
-  File "/Users/ogrisel/code/parakeet/parakeet/decorators.py", line 115, in __call__
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
-  File "/Users/ogrisel/code/parakeet/parakeet/run_function.py", line 134, in run
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 134, in run
     untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)
-  File "/Users/ogrisel/code/parakeet/parakeet/run_function.py", line 116, in specialize_and_compile
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 116, in specialize_and_compile
     untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)
-  File "/Users/ogrisel/code/parakeet/parakeet/run_function.py", line 98, in prepare_args
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 98, in prepare_args
     untyped = ast_conversion.translate_function_value(fn)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 893, in translate_function_value
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 893, in translate_function_value
     filename = filename)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 840, in translate_function_source
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 840, in translate_function_source
     filename = filename)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 784, in translate_function_ast
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 784, in translate_function_ast
     _, body = translator.visit_block(body)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 746, in visit_block
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 746, in visit_block
     parakeet_stmt = self.visit(stmt)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 487, in visit
     res = ast.NodeVisitor.visit(self, node)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
     return visitor(node)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 677, in visit_Assign
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 677, in visit_Assign
     ssa_rhs = self.visit(stmt.value)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 487, in visit
     res = ast.NodeVisitor.visit(self, node)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
     return visitor(node)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 553, in visit_Call
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 553, in visit_Call
     positional, keywords_dict, starargs_expr)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 497, in translate_value_call
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 497, in translate_value_call
     return syntax.Call(translate_function_value(value),
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 893, in translate_function_value
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 893, in translate_function_value
     filename = filename)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 840, in translate_function_source
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 840, in translate_function_source
     filename = filename)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 784, in translate_function_ast
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 784, in translate_function_ast
     _, body = translator.visit_block(body)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 746, in visit_block
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 746, in visit_block
     parakeet_stmt = self.visit(stmt)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 487, in visit
     res = ast.NodeVisitor.visit(self, node)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
     return visitor(node)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 677, in visit_Assign
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 677, in visit_Assign
     ssa_rhs = self.visit(stmt.value)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 487, in visit
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 487, in visit
     res = ast.NodeVisitor.visit(self, node)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
     return visitor(node)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 553, in visit_Call
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 553, in visit_Call
     positional, keywords_dict, starargs_expr)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 500, in translate_value_call
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 500, in translate_value_call
     return self.translate_builtin_call(value, positional, keywords_dict)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 482, in translate_builtin_call
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 482, in translate_builtin_call
     fn = value_to_syntax(value)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 135, in value_to_syntax
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 135, in value_to_syntax
     return translate_function_value(v)
-  File "/Users/ogrisel/code/parakeet/parakeet/ast_conversion.py", line 855, in translate_function_value
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 855, in translate_function_value
     "Unsupported primitive: %s" % (fn,)
 AssertionError: Unsupported primitive: 
 
      
@@ -486,11 +486,11 @@ 
      Benchmark loading errors
     module = __import__(module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py", line 23, in 
     '\n'.join([imports, exports, source]))
-  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 276, in compile_pythrancode
+  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
     module = generate_cxx(module_name, pythrancode, specs, opts)
-  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 138, in generate_cxx
+  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
     refine(pm, ir, optimizations)
-  File "/usr/local/lib/python2.7/site-packages/pythran/middlend.py", line 44, in refine
+  File "/usr/local/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
     pm.apply(optimization, node)
   File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
     return a.apply(node, ctx)
@@ -500,7 +500,7 @@ 
      Benchmark loading errors
     n = super(Transformation, self).run(node, ctx)
   File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
     self.prepare(node, ctx)
-  File "/usr/local/lib/python2.7/site-packages/pythran/optimizations.py", line 53, in prepare
+  File "/usr/local/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
     self.env[module_name] = __import__(import_name)
   File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 44, in 
     sys.modules[__name__] = omp()

From a7d47143ce68fb7b2def6b7fd4a09773e212f3ac Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 12:17:01 -0100
Subject: [PATCH 12/54] Update documentation


From a1073c91b9affd446c21456903a24abe3101c7dc Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 16:19:20 -0100
Subject: [PATCH 13/54] Update documentation

---
 benchmark_results.json |  82 +++++++++++-----------
 css/custom.css         |  20 ++++++
 index.html             | 150 +++++++++++++++++++++++++++++------------
 3 files changed, 167 insertions(+), 85 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index 6c979a1..c3acdbe 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -6,40 +6,40 @@
       {
         "name": "julia_python_for_loops", 
         "cold_time": null, 
-        "warm_time": 3.8299899101257324, 
+        "warm_time": 3.9008278846740723, 
         "all_times": [
-          3.8299899101257324
+          3.9008278846740723
         ]
       }, 
       {
         "name": "julia_python_numpy", 
         "cold_time": null, 
-        "warm_time": 0.1657121181488037, 
+        "warm_time": 0.16549205780029297, 
         "all_times": [
           [
-            0.1766529083251953, 
-            0.16662096977233887, 
-            0.1657121181488037
+            0.17080402374267578, 
+            0.16549205780029297, 
+            0.16586899757385254
           ]
         ]
       }, 
       {
         "name": "julia_python_for_loops", 
         "cold_time": null, 
-        "warm_time": 3.9261081218719482, 
+        "warm_time": 3.8879661560058594, 
         "all_times": [
-          3.9261081218719482
+          3.8879661560058594
         ]
       }, 
       {
         "name": "julia_python_numpy", 
         "cold_time": null, 
-        "warm_time": 0.16599583625793457, 
+        "warm_time": 0.16547799110412598, 
         "all_times": [
           [
-            0.1735830307006836, 
-            0.16648507118225098, 
-            0.16599583625793457
+            0.16901016235351562, 
+            0.16547799110412598, 
+            0.17130088806152344
           ]
         ]
       }
@@ -69,7 +69,7 @@
         "name": "julia.julia_pythran", 
         "error_type": "EnvironmentError", 
         "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 65, in find_benchmarks\n    module = __import__(module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 65, in find_benchmarks\n    module = __import__(module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
       }
     ]
   }, 
@@ -79,77 +79,77 @@
     "records": [
       {
         "name": "pairwise_numba_nested_for_loops", 
-        "cold_time": 0.2875099182128906, 
-        "warm_time": 0.003634929656982422, 
+        "cold_time": 0.31785011291503906, 
+        "warm_time": 0.0037288665771484375, 
         "all_times": [
           [
-            0.2875099182128906, 
-            0.003634929656982422, 
-            0.003670930862426758
+            0.31785011291503906, 
+            0.0038127899169921875, 
+            0.0037288665771484375
           ]
         ]
       }, 
       {
         "name": "pairwise_parakeet_nested_for_loops", 
-        "cold_time": 0.11272597312927246, 
-        "warm_time": 0.004813194274902344, 
+        "cold_time": 0.12311506271362305, 
+        "warm_time": 0.0053288936614990234, 
         "all_times": [
           [
-            0.11272597312927246, 
-            0.005352973937988281, 
-            0.004813194274902344
+            0.12311506271362305, 
+            0.005655050277709961, 
+            0.0053288936614990234
           ]
         ]
       }, 
       {
         "name": "pairwise_parakeet_inner_broadcasting", 
-        "cold_time": 0.14144277572631836, 
-        "warm_time": 0.00487208366394043, 
+        "cold_time": 0.1624910831451416, 
+        "warm_time": 0.004817008972167969, 
         "all_times": [
           [
-            0.14144277572631836, 
-            0.0051691532135009766, 
-            0.00487208366394043
+            0.1624910831451416, 
+            0.00514984130859375, 
+            0.004817008972167969
           ]
         ]
       }, 
       {
         "name": "pairwise_python_nested_for_loops", 
         "cold_time": null, 
-        "warm_time": 5.894705057144165, 
+        "warm_time": 5.7787158489227295, 
         "all_times": [
-          5.894705057144165
+          5.7787158489227295
         ]
       }, 
       {
         "name": "pairwise_python_inner_broadcasting", 
         "cold_time": null, 
-        "warm_time": 0.7549378871917725, 
+        "warm_time": 0.7304091453552246, 
         "all_times": [
           [
-            0.7856490612030029, 
-            0.7584829330444336, 
-            0.7549378871917725
+            0.7431399822235107, 
+            0.7304091453552246, 
+            0.7382907867431641
           ]
         ]
       }, 
       {
         "name": "pairwise_python_nested_for_loops", 
         "cold_time": null, 
-        "warm_time": 5.85624098777771, 
+        "warm_time": 5.749488115310669, 
         "all_times": [
-          5.85624098777771
+          5.749488115310669
         ]
       }, 
       {
         "name": "pairwise_python_inner_broadcasting", 
         "cold_time": null, 
-        "warm_time": 0.7667369842529297, 
+        "warm_time": 0.7340688705444336, 
         "all_times": [
           [
-            0.7766389846801758, 
-            0.7688751220703125, 
-            0.7667369842529297
+            0.7525660991668701, 
+            0.7340688705444336, 
+            0.7350120544433594
           ]
         ]
       }
@@ -160,7 +160,7 @@
         "name": "pairwise.pairwise_pythran", 
         "error_type": "EnvironmentError", 
         "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 65, in find_benchmarks\n    module = __import__(module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 44, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 30, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 65, in find_benchmarks\n    module = __import__(module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
       }
     ]
   }
diff --git a/css/custom.css b/css/custom.css
index c697e53..57b3503 100644
--- a/css/custom.css
+++ b/css/custom.css
@@ -23,4 +23,24 @@ h5:hover > a.headerlink,
 h6:hover > a.headerlink
  {
     visibility: visible;
+}
+
+h1, h2, h3, h4, h5, h6 {
+    margin: 15px 0 10px 0;
+}
+
+h2 {
+    margin-top: 1em;
+    padding-top: .5em;
+    border-top: 1px dashed gray;
+}
+
+p.errors-summary {
+    font-color: gray;
+    font-size: 90%;
+    font-style: italic;;
+}
+
+p.errors-summary a {
+    font-weight: bold;
 }
\ No newline at end of file
diff --git a/index.html b/index.html
index 3050938..0bf7c9b 100644
--- a/index.html
+++ b/index.html
@@ -14,7 +14,10 @@
   
    • About
      • 
 
 
-
      Python Benchmark Results
      
+
      Python Benchmark Results
+  
      
 
 
 
@@ -52,7 +55,7 @@ 
      julia
     
   
   
-    3.830
+    3.901
     
   
 
@@ -65,7 +68,7 @@ 
      julia
     
   
   
-    0.166
+    0.165
     
   
 
@@ -78,7 +81,7 @@ 
      julia
     
   
   
-    3.926
+    3.888
     
   
 
@@ -91,13 +94,38 @@ 
      julia
     
   
   
-    0.166
+    0.165
     
   
 
 
 
 
+
+
+
      
+There were
+
+
+
+1 import error(s)
+
+
+
+
+and
+
+
+
+
+3 execution error(s)
+
+
+
+while running this benchmark.
+
      
+
+
 
 
 
@@ -131,7 +159,7 @@ 
      pairwise
   
   pairwise_numba_nested_for_loops
   
-    0.288
+    0.318
     
   
   
@@ -144,7 +172,7 @@ 
      pairwise
   
   pairwise_parakeet_nested_for_loops
   
-    0.113
+    0.123
     
   
   
@@ -157,7 +185,7 @@ 
      pairwise
   
   pairwise_parakeet_inner_broadcasting
   
-    0.141
+    0.162
     
   
   
@@ -174,7 +202,7 @@ 
      pairwise
     
   
   
-    5.895
+    5.779
     
   
 
@@ -187,7 +215,7 @@ 
      pairwise
     
   
   
-    0.755
+    0.730
     
   
 
@@ -200,7 +228,7 @@ 
      pairwise
     
   
   
-    5.856
+    5.749
     
   
 
@@ -213,17 +241,39 @@ 
      pairwise
     
   
   
-    0.767
+    0.734
     
   
 
 
 
 
+
+
+
      
+There were
+
+
+
+1 import error(s)
+
+
+
+
+
+
+
+while running this benchmark.
+
      
+
+
 
 
 
-
      Runtime Environment
      
+
      Runtime Environment
+  
      
 
 
      Hardware
      
 
@@ -233,7 +283,10 @@ 
      Software
      
 
 TODO: list version numbers for all the libraries and compilers.
 
-
      Errors
      
+
      Error Summary
+  
      
 
 
 
@@ -250,11 +303,13 @@ 
      Benchmark loading errors
     
      
-
      
   
-    
      julia.julia_pythran: EnvironmentError
      
-    
      
-      
      Traceback (most recent call last):
+    
      
+    
      julia.julia_pythran: EnvironmentError
+    
      
+    
      Traceback (most recent call last):
   File "run_benchmarks.py", line 65, in find_benchmarks
     module = __import__(module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py", line 27, in 
@@ -275,15 +330,14 @@ 
      Benchmark loading errors
     self.prepare(node, ctx)
   File "/usr/local/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
     self.env[module_name] = __import__(import_name)
-  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 44, in 
+  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
     sys.modules[__name__] = omp()
-  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 30, in __init__
+  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
     raise EnvironmentError("I can't find a shared library for libgomp,"
 EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
 
      
-    
      
+

      -
      @@ -293,11 +347,13 @@

      Benchmark execution errors

      -
      -
      julia_numba_for_loops: NumbaError
      -
      - 
      Traceback (most recent call last):
+    
      
+    
      julia_numba_for_loops: NumbaError
+    
      
+    
      Traceback (most recent call last):
   File "run_benchmarks.py", line 149, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
   File "run_benchmarks.py", line 99, in run_benchmark
@@ -332,11 +388,14 @@ 
      Benchmark execution errors
 Error 22:8: Only a single target iteration variable is supported at the moment
 --------------------------------------------------------------------------------
 
      
-
      +
      -
      julia_parakeet_for_loops: AssertionError
      -
      - 
      Traceback (most recent call last):
+    
      
+    
      julia_parakeet_for_loops: AssertionError
+    
      
+    
      Traceback (most recent call last):
   File "run_benchmarks.py", line 149, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
   File "run_benchmarks.py", line 99, in run_benchmark
@@ -383,11 +442,14 @@ 
      Benchmark execution errors
     "Unsupported primitive: %s" % (fn,)
 AssertionError: Unsupported primitive: 
 
      
-
      + -
      julia_parakeet_numpy: AssertionError
      -
      - 
      Traceback (most recent call last):
+    
      
+    
      julia_parakeet_numpy: AssertionError
+    
      
+    
      Traceback (most recent call last):
   File "run_benchmarks.py", line 149, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
   File "run_benchmarks.py", line 99, in run_benchmark
@@ -454,9 +516,8 @@ 
      Benchmark execution errors
     "Unsupported primitive: %s" % (fn,)
 AssertionError: Unsupported primitive: 
 
      
-
      + - @@ -477,11 +538,13 @@

      Benchmark loading errors

      -
      -
      pairwise.pairwise_pythran: EnvironmentError
      -
      - 
      Traceback (most recent call last):
+    
      
+    
      pairwise.pairwise_pythran: EnvironmentError
+    
      
+    
      Traceback (most recent call last):
   File "run_benchmarks.py", line 65, in find_benchmarks
     module = __import__(module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py", line 23, in 
@@ -502,15 +565,14 @@ 
      Benchmark loading errors
     self.prepare(node, ctx)
   File "/usr/local/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
     self.env[module_name] = __import__(import_name)
-  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 44, in 
+  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
     sys.modules[__name__] = omp()
-  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 30, in __init__
+  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
     raise EnvironmentError("I can't find a shared library for libgomp,"
 EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
 
      
-
      + -
      From fddf66c364d9873081646ccee703cc07ba1a39d0 Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Tue, 9 Jul 2013 17:41:07 -0100 Subject: [PATCH 14/54] Update documentation --- css/custom.css | 5 ++++ index.html | 81 ++++++++++++++++++++++++++++++++++++++------------ 2 files changed, 67 insertions(+), 19 deletions(-) diff --git a/css/custom.css b/css/custom.css index 57b3503..b58ca41 100644 --- a/css/custom.css +++ b/css/custom.css @@ -35,6 +35,11 @@ h2 { border-top: 1px dashed gray; } +h2:first-child { + margin-top: inherit; + border-top: none; +} + p.errors-summary { font-color: gray; font-size: 90%; diff --git a/index.html b/index.html index 0bf7c9b..34bda0c 100644 --- a/index.html +++ b/index.html @@ -2,18 +2,60 @@ - + + -
      +
      +
      +
      + Python Benchmarks + +
      +
      +
      -
        -
      • Github repo
        • -
      • JSON data
        • -
      • About
        • +
        +
        +
        + + +
        +
        +

        Python Benchmark Results pairwise -

        Runtime Environment -

        - -

        Hardware

        - -TODO: describe host machine (CPU, RAM, ...) with psutil - -

        Software

        - -TODO: list version numbers for all the libraries and compilers. -

        Error Summary pairwise.pairwise_pythran: EnvironmentError +

        Runtime Environment +

        + +

        Hardware

        + +TODO: describe host machine (CPU, RAM, ...) with psutil + +

        Software

        + +TODO: list version numbers for all the libraries and compilers. +
        +
        From 0ae85476693fbaf85ab539cfb4260f6a1ab7753e Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Tue, 9 Jul 2013 18:11:39 -0100 Subject: [PATCH 15/54] Update documentation --- benchmark_results.json | 163 ++++++------------ index.html | 375 ++++++++++++++++++++--------------------- 2 files changed, 234 insertions(+), 304 deletions(-) diff --git a/benchmark_results.json b/benchmark_results.json index c3acdbe..d21742e 100644 --- a/benchmark_results.json +++ b/benchmark_results.json @@ -2,165 +2,100 @@ { "group_name": "julia", "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia", - "records": [ - { - "name": "julia_python_for_loops", - "cold_time": null, - "warm_time": 3.9008278846740723, - "all_times": [ - 3.9008278846740723 - ] - }, - { - "name": "julia_python_numpy", - "cold_time": null, - "warm_time": 0.16549205780029297, - "all_times": [ - [ - 0.17080402374267578, - 0.16549205780029297, - 0.16586899757385254 - ] - ] - }, - { - "name": "julia_python_for_loops", - "cold_time": null, - "warm_time": 3.8879661560058594, - "all_times": [ - 3.8879661560058594 - ] - }, - { - "name": "julia_python_numpy", - "cold_time": null, - "warm_time": 0.16547799110412598, - "all_times": [ - [ - 0.16901016235351562, - 0.16547799110412598, - 0.17130088806152344 - ] - ] - } - ], + "records": [], "runtime_errors": [ { "name": "julia_numba_for_loops", - "error_type": "NumbaError", - "error": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", - "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 149, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 99, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 95, in time_once\n func(*args, **kwargs)\n File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n return self.compile(signature)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n compiled_function = dec(self.py_func)\n File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n post_ast = pipeline(func_ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n ast = self.transform(ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n ast = stage(ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n return _check_stage_object(stage_obj)(ast, env)\n File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n reporting.report(env, exc=e)\n File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n" + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_numba.pyc", + "error_type": "TypeError", + "error": "julia_python_for_loops() takes exactly 6 arguments (2 given)", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 160, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 109, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 105, in time_once\n func(*args, **kwargs)\n File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 67, in compile_from_args\n signature = self.resolve_argtypes(args, kwargs)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 63, in resolve_argtypes\n args, kwargs, self.flags)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 30, in resolve_argtypes\n arguments, len(args)))\nTypeError: julia_python_for_loops() takes exactly 6 arguments (2 given)\n" }, { "name": "julia_parakeet_for_loops", + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.pyc", "error_type": "AssertionError", "error": "Unsupported primitive: ", - "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 149, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 99, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 95, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n keywords_dict[kwd.arg] = self.visit(kwd.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n return value_to_syntax(value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 160, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 109, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 105, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n keywords_dict[kwd.arg] = self.visit(kwd.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n return value_to_syntax(value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" }, { "name": "julia_parakeet_numpy", + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.pyc", "error_type": "AssertionError", "error": "Unsupported primitive: ", - "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 149, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 99, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 95, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n return syntax.Call(translate_function_value(value),\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n return self.translate_builtin_call(value, positional, keywords_dict)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n fn = value_to_syntax(value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 160, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 109, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 105, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n return syntax.Call(translate_function_value(value),\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n return self.translate_builtin_call(value, positional, keywords_dict)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n fn = value_to_syntax(value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" + }, + { + "name": "julia_python_for_loops", + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia_python", + "error_type": "TypeError", + "error": "julia_python_for_loops() takes at least 3 arguments (2 given)", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 160, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 109, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 105, in time_once\n func(*args, **kwargs)\nTypeError: julia_python_for_loops() takes at least 3 arguments (2 given)\n" + }, + { + "name": "julia_python_numpy", + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia_python", + "error_type": "TypeError", + "error": "julia_python_numpy() takes at least 3 arguments (2 given)", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 160, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 109, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 105, in time_once\n func(*args, **kwargs)\nTypeError: julia_python_numpy() takes at least 3 arguments (2 given)\n" } ], "import_errors": [ { - "name": "julia.julia_pythran", + "name": "julia_pythran", "error_type": "EnvironmentError", "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", - "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 65, in find_benchmarks\n module = __import__(module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n '\\n'.join([imports, exports, source]))\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n pm.apply(optimization, node)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n sys.modules[__name__] = omp()\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 68, in find_benchmarks\n module = __import__(abs_module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n '\\n'.join([imports, exports, source]))\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n pm.apply(optimization, node)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n sys.modules[__name__] = omp()\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" } ] }, { "group_name": "pairwise", "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise", - "records": [ + "records": [], + "runtime_errors": [ { "name": "pairwise_numba_nested_for_loops", - "cold_time": 0.31785011291503906, - "warm_time": 0.0037288665771484375, - "all_times": [ - [ - 0.31785011291503906, - 0.0038127899169921875, - 0.0037288665771484375 - ] - ] + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.pyc", + "error_type": "TypeError", + "error": "pairwise_python_nested_for_loops() takes exactly 1 argument (2 given)", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 160, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 109, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 105, in time_once\n func(*args, **kwargs)\n File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 67, in compile_from_args\n signature = self.resolve_argtypes(args, kwargs)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 63, in resolve_argtypes\n args, kwargs, self.flags)\n File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 30, in resolve_argtypes\n arguments, len(args)))\nTypeError: pairwise_python_nested_for_loops() takes exactly 1 argument (2 given)\n" }, { "name": "pairwise_parakeet_nested_for_loops", - "cold_time": 0.12311506271362305, - "warm_time": 0.0053288936614990234, - "all_times": [ - [ - 0.12311506271362305, - 0.005655050277709961, - 0.0053288936614990234 - ] - ] + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.pyc", + "error_type": "AssertionError", + "error": "Don't know how to convert value {} : ", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 160, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 109, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 105, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 104, in prepare_args\n arg_types = arg_values.transform(type_conv.typeof)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/args.py\", line 72, in transform\n new_pos = [fn(pos_arg) for pos_arg in self.positional]\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/type_conv.py\", line 32, in typeof\n \"Don't know how to convert value %s : %s\" % (python_value, python_type)\nAssertionError: Don't know how to convert value {} : \n" }, { "name": "pairwise_parakeet_inner_broadcasting", - "cold_time": 0.1624910831451416, - "warm_time": 0.004817008972167969, - "all_times": [ - [ - 0.1624910831451416, - 0.00514984130859375, - 0.004817008972167969 - ] - ] - }, - { - "name": "pairwise_python_nested_for_loops", - "cold_time": null, - "warm_time": 5.7787158489227295, - "all_times": [ - 5.7787158489227295 - ] - }, - { - "name": "pairwise_python_inner_broadcasting", - "cold_time": null, - "warm_time": 0.7304091453552246, - "all_times": [ - [ - 0.7431399822235107, - 0.7304091453552246, - 0.7382907867431641 - ] - ] + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.pyc", + "error_type": "AssertionError", + "error": "Don't know how to convert value {} : ", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 160, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 109, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 105, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 104, in prepare_args\n arg_types = arg_values.transform(type_conv.typeof)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/args.py\", line 72, in transform\n new_pos = [fn(pos_arg) for pos_arg in self.positional]\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/type_conv.py\", line 32, in typeof\n \"Don't know how to convert value %s : %s\" % (python_value, python_type)\nAssertionError: Don't know how to convert value {} : \n" }, { "name": "pairwise_python_nested_for_loops", - "cold_time": null, - "warm_time": 5.749488115310669, - "all_times": [ - 5.749488115310669 - ] + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise_python", + "error_type": "TypeError", + "error": "pairwise_python_nested_for_loops() takes exactly 1 argument (2 given)", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 160, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 109, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 105, in time_once\n func(*args, **kwargs)\nTypeError: pairwise_python_nested_for_loops() takes exactly 1 argument (2 given)\n" }, { "name": "pairwise_python_inner_broadcasting", - "cold_time": null, - "warm_time": 0.7340688705444336, - "all_times": [ - [ - 0.7525660991668701, - 0.7340688705444336, - 0.7350120544433594 - ] - ] + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise_python", + "error_type": "TypeError", + "error": "pairwise_python_inner_broadcasting() takes exactly 1 argument (2 given)", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 160, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 109, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 105, in time_once\n func(*args, **kwargs)\nTypeError: pairwise_python_inner_broadcasting() takes exactly 1 argument (2 given)\n" } ], - "runtime_errors": [], "import_errors": [ { - "name": "pairwise.pairwise_pythran", + "name": "pairwise_pythran", "error_type": "EnvironmentError", "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", - "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 65, in find_benchmarks\n module = __import__(module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n '\\n'.join([imports, exports, source]))\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n pm.apply(optimization, node)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n sys.modules[__name__] = omp()\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 68, in find_benchmarks\n module = __import__(abs_module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n '\\n'.join([imports, exports, source]))\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n pm.apply(optimization, node)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n sys.modules[__name__] = omp()\n File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" } ] } diff --git a/index.html b/index.html index 34bda0c..342f600 100644 --- a/index.html +++ b/index.html @@ -89,58 +89,6 @@

        julia - - - julia_python_for_loops - - N/A - - - - 3.901 - - - - - - - julia_python_numpy - - N/A - - - - 0.165 - - - - - - - julia_python_for_loops - - N/A - - - - 3.888 - - - - - - - julia_python_numpy - - N/A - - - - 0.165 - - - - @@ -160,7 +108,7 @@

        julia -3 execution error(s) +5 execution error(s) @@ -197,97 +145,6 @@

        pairwise - - - pairwise_numba_nested_for_loops - - 0.318 - - - - 0.004 - - - - - - - pairwise_parakeet_nested_for_loops - - 0.123 - - - - 0.005 - - - - - - - pairwise_parakeet_inner_broadcasting - - 0.162 - - - - 0.005 - - - - - - - pairwise_python_nested_for_loops - - N/A - - - - 5.779 - - - - - - - pairwise_python_inner_broadcasting - - N/A - - - - 0.730 - - - - - - - pairwise_python_nested_for_loops - - N/A - - - - 5.749 - - - - - - - pairwise_python_inner_broadcasting - - N/A - - - - 0.734 - - - - @@ -302,8 +159,14 @@

        pairwise +and + + +5 execution error(s) + + while running this benchmark.

        @@ -333,14 +196,14 @@

        Benchmark loading errors href="#import-errors-julia" class="headerlink">¶

        -
        -
        julia.julia_pythran: EnvironmentError +
        +
        julia_pythran: EnvironmentError 
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 65, in find_benchmarks
-    module = __import__(module_name, fromlist="dummy")
+  File "run_benchmarks.py", line 68, in find_benchmarks
+    module = __import__(abs_module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py", line 27, in 
     '\n'.join([imports, exports, source]))
   File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
@@ -378,44 +241,25 @@ 
        Benchmark execution errors
        class="headerlink">¶
        
   
     
        
-    
        julia_numba_for_loops: NumbaError
+    
        julia_numba_for_loops: TypeError
     
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 149, in run_benchmarks
+  File "run_benchmarks.py", line 160, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 99, in run_benchmark
+  File "run_benchmarks.py", line 109, in run_benchmark
     first_timing = time_once()
-  File "run_benchmarks.py", line 95, in time_once
+  File "run_benchmarks.py", line 105, in time_once
     func(*args, **kwargs)
   File "numbawrapper.pyx", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)
-  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 68, in compile_from_args
-    return self.compile(signature)
-  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 83, in compile
-    compiled_function = dec(self.py_func)
-  File "/usr/local/lib/python2.7/site-packages/numba/decorators.py", line 222, in _jit_decorator
-    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)
-  File "/usr/local/lib/python2.7/site-packages/numba/decorators.py", line 133, in compile_function
-    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)
-  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 134, in compile2
-    post_ast = pipeline(func_ast, env)
-  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 181, in __call__
-    ast = self.transform(ast, env)
-  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 602, in transform
-    ast = stage(ast, env)
-  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 587, in _stage
-    return _check_stage_object(stage_obj)(ast, env)
-  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 192, in __call__
-    reporting.report(env, exc=e)
-  File "/usr/local/lib/python2.7/site-packages/numba/reporting.py", line 181, in report
-    raise exc
-NumbaError: (see below)
---------------------- Numba Encountered Errors or Warnings ---------------------
-    for i, x in enumerate(grid_x):
---------^
-Error 22:8: Only a single target iteration variable is supported at the moment
---------------------------------------------------------------------------------
+  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 67, in compile_from_args
+    signature = self.resolve_argtypes(args, kwargs)
+  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 63, in resolve_argtypes
+    args, kwargs, self.flags)
+  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 30, in resolve_argtypes
+    arguments, len(args)))
+TypeError: julia_python_for_loops() takes exactly 6 arguments (2 given)
 
        
     
        
   
@@ -425,11 +269,11 @@ 
        julia_parakeet_for_loops: AssertionError
        href="#runtime-errors-julia-julia_parakeet_for_loops"
        class="headerlink">¶
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 149, in run_benchmarks
+  File "run_benchmarks.py", line 160, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 99, in run_benchmark
+  File "run_benchmarks.py", line 109, in run_benchmark
     first_timing = time_once()
-  File "run_benchmarks.py", line 95, in time_once
+  File "run_benchmarks.py", line 105, in time_once
     func(*args, **kwargs)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
@@ -479,11 +323,11 @@ 
        julia_parakeet_numpy: AssertionError
        href="#runtime-errors-julia-julia_parakeet_numpy"
        class="headerlink">¶
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 149, in run_benchmarks
+  File "run_benchmarks.py", line 160, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 99, in run_benchmark
+  File "run_benchmarks.py", line 109, in run_benchmark
     first_timing = time_once()
-  File "run_benchmarks.py", line 95, in time_once
+  File "run_benchmarks.py", line 105, in time_once
     func(*args, **kwargs)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
@@ -544,6 +388,38 @@ 
        julia_parakeet_numpy: AssertionError
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 855, in translate_function_value
     "Unsupported primitive: %s" % (fn,)
 AssertionError: Unsupported primitive: 
+
        
+
        + +
        +
        julia_python_for_loops: TypeError +
        + 
        Traceback (most recent call last):
+  File "run_benchmarks.py", line 160, in run_benchmarks
+    record = run_benchmark(name, func, args, kwargs, memory=memory)
+  File "run_benchmarks.py", line 109, in run_benchmark
+    first_timing = time_once()
+  File "run_benchmarks.py", line 105, in time_once
+    func(*args, **kwargs)
+TypeError: julia_python_for_loops() takes at least 3 arguments (2 given)
+
        +
        + +
        +
        julia_python_numpy: TypeError +
        + 
        Traceback (most recent call last):
+  File "run_benchmarks.py", line 160, in run_benchmarks
+    record = run_benchmark(name, func, args, kwargs, memory=memory)
+  File "run_benchmarks.py", line 109, in run_benchmark
+    first_timing = time_once()
+  File "run_benchmarks.py", line 105, in time_once
+    func(*args, **kwargs)
+TypeError: julia_python_numpy() takes at least 3 arguments (2 given)
        @@ -568,14 +444,14 @@

        Benchmark loading errors href="#import-errors-pairwise" class="headerlink">¶

        -
        -
        pairwise.pairwise_pythran: EnvironmentError +
        +
        pairwise_pythran: EnvironmentError 
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 65, in find_benchmarks
-    module = __import__(module_name, fromlist="dummy")
+  File "run_benchmarks.py", line 68, in find_benchmarks
+    module = __import__(abs_module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py", line 23, in 
     '\n'.join([imports, exports, source]))
   File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
@@ -606,6 +482,125 @@ 
        pairwise.pairwise_pythran: EnvironmentError
 
 
 
+
        
+
        Benchmark execution errors
+    
        
+  
+    
        
+    
        pairwise_numba_nested_for_loops: TypeError
+    
        
+    
        Traceback (most recent call last):
+  File "run_benchmarks.py", line 160, in run_benchmarks
+    record = run_benchmark(name, func, args, kwargs, memory=memory)
+  File "run_benchmarks.py", line 109, in run_benchmark
+    first_timing = time_once()
+  File "run_benchmarks.py", line 105, in time_once
+    func(*args, **kwargs)
+  File "numbawrapper.pyx", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)
+  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 67, in compile_from_args
+    signature = self.resolve_argtypes(args, kwargs)
+  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 63, in resolve_argtypes
+    args, kwargs, self.flags)
+  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 30, in resolve_argtypes
+    arguments, len(args)))
+TypeError: pairwise_python_nested_for_loops() takes exactly 1 argument (2 given)
+
        
+    
        
+  
+    
        
+    
        pairwise_parakeet_nested_for_loops: AssertionError
+    
        
+    
        Traceback (most recent call last):
+  File "run_benchmarks.py", line 160, in run_benchmarks
+    record = run_benchmark(name, func, args, kwargs, memory=memory)
+  File "run_benchmarks.py", line 109, in run_benchmark
+    first_timing = time_once()
+  File "run_benchmarks.py", line 105, in time_once
+    func(*args, **kwargs)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
+    return run_function.run(self.f, *args, **kwargs)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 134, in run
+    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 116, in specialize_and_compile
+    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 104, in prepare_args
+    arg_types = arg_values.transform(type_conv.typeof)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/args.py", line 72, in transform
+    new_pos = [fn(pos_arg) for pos_arg in self.positional]
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/type_conv.py", line 32, in typeof
+    "Don't know how to convert value %s : %s" % (python_value, python_type)
+AssertionError: Don't know how to convert value {} : 
+
        
+    
        
+  
+    
        
+    
        pairwise_parakeet_inner_broadcasting: AssertionError
+    
        
+    
        Traceback (most recent call last):
+  File "run_benchmarks.py", line 160, in run_benchmarks
+    record = run_benchmark(name, func, args, kwargs, memory=memory)
+  File "run_benchmarks.py", line 109, in run_benchmark
+    first_timing = time_once()
+  File "run_benchmarks.py", line 105, in time_once
+    func(*args, **kwargs)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
+    return run_function.run(self.f, *args, **kwargs)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 134, in run
+    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 116, in specialize_and_compile
+    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 104, in prepare_args
+    arg_types = arg_values.transform(type_conv.typeof)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/args.py", line 72, in transform
+    new_pos = [fn(pos_arg) for pos_arg in self.positional]
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/type_conv.py", line 32, in typeof
+    "Don't know how to convert value %s : %s" % (python_value, python_type)
+AssertionError: Don't know how to convert value {} : 
+
        
+    
        
+  
+    
        
+    
        pairwise_python_nested_for_loops: TypeError
+    
        
+    
        Traceback (most recent call last):
+  File "run_benchmarks.py", line 160, in run_benchmarks
+    record = run_benchmark(name, func, args, kwargs, memory=memory)
+  File "run_benchmarks.py", line 109, in run_benchmark
+    first_timing = time_once()
+  File "run_benchmarks.py", line 105, in time_once
+    func(*args, **kwargs)
+TypeError: pairwise_python_nested_for_loops() takes exactly 1 argument (2 given)
+
        
+    
        
+  
+    
        
+    
        pairwise_python_inner_broadcasting: TypeError
+    
        
+    
        Traceback (most recent call last):
+  File "run_benchmarks.py", line 160, in run_benchmarks
+    record = run_benchmark(name, func, args, kwargs, memory=memory)
+  File "run_benchmarks.py", line 109, in run_benchmark
+    first_timing = time_once()
+  File "run_benchmarks.py", line 105, in time_once
+    func(*args, **kwargs)
+TypeError: pairwise_python_inner_broadcasting() takes exactly 1 argument (2 given)
+
        
+    
        
+  
+
        
+
 
 
 

From 6751903251cf4ce12f919f05ca47f00a5c328ee4 Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 18:15:38 -0100
Subject: [PATCH 16/54] Update documentation

---
 benchmark_results.json | 116 ++++++++++------
 index.html             | 307 +++++++++++++++++------------------------
 2 files changed, 202 insertions(+), 221 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index d21742e..6bf633f 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -2,42 +2,49 @@
   {
     "group_name": "julia", 
     "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia", 
-    "records": [], 
+    "records": [
+      {
+        "name": "julia_python_for_loops", 
+        "cold_time": null, 
+        "warm_time": 4.110236167907715, 
+        "all_times": [
+          4.110236167907715
+        ]
+      }, 
+      {
+        "name": "julia_python_numpy", 
+        "cold_time": null, 
+        "warm_time": 0.16542506217956543, 
+        "all_times": [
+          [
+            0.17702603340148926, 
+            0.17342591285705566, 
+            0.16542506217956543
+          ]
+        ]
+      }
+    ], 
     "runtime_errors": [
       {
         "name": "julia_numba_for_loops", 
         "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_numba.pyc", 
-        "error_type": "TypeError", 
-        "error": "julia_python_for_loops() takes exactly 6 arguments (2 given)", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 67, in compile_from_args\n    signature = self.resolve_argtypes(args, kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 63, in resolve_argtypes\n    args, kwargs, self.flags)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 30, in resolve_argtypes\n    arguments, len(args)))\nTypeError: julia_python_for_loops() takes exactly 6 arguments (2 given)\n"
+        "error_type": "NumbaError", 
+        "error": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", 
+        "traceback": "Traceback (most recent call last):\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
       }, 
       {
         "name": "julia_parakeet_for_loops", 
         "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.pyc", 
         "error_type": "AssertionError", 
         "error": "Unsupported primitive: ", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+        "traceback": "Traceback (most recent call last):\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
       }, 
       {
         "name": "julia_parakeet_numpy", 
         "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.pyc", 
         "error_type": "AssertionError", 
         "error": "Unsupported primitive: ", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
-      }, 
-      {
-        "name": "julia_python_for_loops", 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia_python", 
-        "error_type": "TypeError", 
-        "error": "julia_python_for_loops() takes at least 3 arguments (2 given)", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\nTypeError: julia_python_for_loops() takes at least 3 arguments (2 given)\n"
-      }, 
-      {
-        "name": "julia_python_numpy", 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia_python", 
-        "error_type": "TypeError", 
-        "error": "julia_python_numpy() takes at least 3 arguments (2 given)", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\nTypeError: julia_python_numpy() takes at least 3 arguments (2 given)\n"
+        "traceback": "Traceback (most recent call last):\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
       }
     ], 
     "import_errors": [
@@ -45,57 +52,78 @@
         "name": "julia_pythran", 
         "error_type": "EnvironmentError", 
         "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+        "traceback": "Traceback (most recent call last):\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
       }
     ]
   }, 
   {
     "group_name": "pairwise", 
     "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise", 
-    "records": [], 
-    "runtime_errors": [
+    "records": [
       {
         "name": "pairwise_numba_nested_for_loops", 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.pyc", 
-        "error_type": "TypeError", 
-        "error": "pairwise_python_nested_for_loops() takes exactly 1 argument (2 given)", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 67, in compile_from_args\n    signature = self.resolve_argtypes(args, kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 63, in resolve_argtypes\n    args, kwargs, self.flags)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 30, in resolve_argtypes\n    arguments, len(args)))\nTypeError: pairwise_python_nested_for_loops() takes exactly 1 argument (2 given)\n"
+        "cold_time": 0.30397510528564453, 
+        "warm_time": 0.0037119388580322266, 
+        "all_times": [
+          [
+            0.30397510528564453, 
+            0.0037338733673095703, 
+            0.0037119388580322266
+          ]
+        ]
       }, 
       {
         "name": "pairwise_parakeet_nested_for_loops", 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.pyc", 
-        "error_type": "AssertionError", 
-        "error": "Don't know how to convert value {} : ", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 104, in prepare_args\n    arg_types = arg_values.transform(type_conv.typeof)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/args.py\", line 72, in transform\n    new_pos = [fn(pos_arg) for pos_arg in self.positional]\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/type_conv.py\", line 32, in typeof\n    \"Don't know how to convert value %s : %s\" % (python_value, python_type)\nAssertionError: Don't know how to convert value {} : \n"
+        "cold_time": 0.1087040901184082, 
+        "warm_time": 0.004889965057373047, 
+        "all_times": [
+          [
+            0.1087040901184082, 
+            0.005007028579711914, 
+            0.004889965057373047
+          ]
+        ]
       }, 
       {
         "name": "pairwise_parakeet_inner_broadcasting", 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.pyc", 
-        "error_type": "AssertionError", 
-        "error": "Don't know how to convert value {} : ", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 104, in prepare_args\n    arg_types = arg_values.transform(type_conv.typeof)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/args.py\", line 72, in transform\n    new_pos = [fn(pos_arg) for pos_arg in self.positional]\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/type_conv.py\", line 32, in typeof\n    \"Don't know how to convert value %s : %s\" % (python_value, python_type)\nAssertionError: Don't know how to convert value {} : \n"
+        "cold_time": 0.13979697227478027, 
+        "warm_time": 0.0049669742584228516, 
+        "all_times": [
+          [
+            0.13979697227478027, 
+            0.0049669742584228516, 
+            0.004968881607055664
+          ]
+        ]
       }, 
       {
         "name": "pairwise_python_nested_for_loops", 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise_python", 
-        "error_type": "TypeError", 
-        "error": "pairwise_python_nested_for_loops() takes exactly 1 argument (2 given)", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\nTypeError: pairwise_python_nested_for_loops() takes exactly 1 argument (2 given)\n"
+        "cold_time": null, 
+        "warm_time": 6.327474117279053, 
+        "all_times": [
+          6.327474117279053
+        ]
       }, 
       {
         "name": "pairwise_python_inner_broadcasting", 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise_python", 
-        "error_type": "TypeError", 
-        "error": "pairwise_python_inner_broadcasting() takes exactly 1 argument (2 given)", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\nTypeError: pairwise_python_inner_broadcasting() takes exactly 1 argument (2 given)\n"
+        "cold_time": null, 
+        "warm_time": 0.7565240859985352, 
+        "all_times": [
+          [
+            0.7667500972747803, 
+            0.7565240859985352, 
+            0.779498815536499
+          ]
+        ]
       }
     ], 
+    "runtime_errors": [], 
     "import_errors": [
       {
         "name": "pairwise_pythran", 
         "error_type": "EnvironmentError", 
         "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+        "traceback": "Traceback (most recent call last):\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
       }
     ]
   }
diff --git a/index.html b/index.html
index 342f600..9aaee43 100644
--- a/index.html
+++ b/index.html
@@ -89,6 +89,32 @@ 
        julia
 
 
 
+
+  
+  julia_python_for_loops
+  
+    N/A
+    
+  
+  
+    4.110
+    
+  
+
+
+
+  
+  julia_python_numpy
+  
+    N/A
+    
+  
+  
+    0.165
+    
+  
+
+
 
 
 
@@ -108,7 +134,7 @@ 
        julia
 
 
 
-5 execution error(s)
+3 execution error(s)
 
 
 
@@ -145,6 +171,71 @@ 
        pairwise
 
 
 
+
+  
+  pairwise_numba_nested_for_loops
+  
+    0.304
+    
+  
+  
+    0.004
+    
+  
+
+
+
+  
+  pairwise_parakeet_nested_for_loops
+  
+    0.109
+    
+  
+  
+    0.005
+    
+  
+
+
+
+  
+  pairwise_parakeet_inner_broadcasting
+  
+    0.140
+    
+  
+  
+    0.005
+    
+  
+
+
+
+  
+  pairwise_python_nested_for_loops
+  
+    N/A
+    
+  
+  
+    6.327
+    
+  
+
+
+
+  
+  pairwise_python_inner_broadcasting
+  
+    N/A
+    
+  
+  
+    0.757
+    
+  
+
+
 
 
 
@@ -159,14 +250,8 @@ 
        pairwise
 
 
 
-and
-
 
 
-
-5 execution error(s)
-
-
 
 while running this benchmark.
 
        
@@ -202,7 +287,7 @@ 
        julia_pythran: EnvironmentError
        href="#import-errors-julia-julia_pythran"
        class="headerlink">¶
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 68, in find_benchmarks
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 68, in find_benchmarks
     module = __import__(abs_module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py", line 27, in 
     '\n'.join([imports, exports, source]))
@@ -241,25 +326,44 @@ 
        Benchmark execution errors
        class="headerlink">¶
        
   
     
        
-    
        julia_numba_for_loops: TypeError
+    
        julia_numba_for_loops: NumbaError
     
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 160, in run_benchmarks
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 160, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 109, in run_benchmark
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 109, in run_benchmark
     first_timing = time_once()
-  File "run_benchmarks.py", line 105, in time_once
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 105, in time_once
     func(*args, **kwargs)
   File "numbawrapper.pyx", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)
-  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 67, in compile_from_args
-    signature = self.resolve_argtypes(args, kwargs)
-  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 63, in resolve_argtypes
-    args, kwargs, self.flags)
-  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 30, in resolve_argtypes
-    arguments, len(args)))
-TypeError: julia_python_for_loops() takes exactly 6 arguments (2 given)
+  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 68, in compile_from_args
+    return self.compile(signature)
+  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 83, in compile
+    compiled_function = dec(self.py_func)
+  File "/usr/local/lib/python2.7/site-packages/numba/decorators.py", line 222, in _jit_decorator
+    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)
+  File "/usr/local/lib/python2.7/site-packages/numba/decorators.py", line 133, in compile_function
+    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)
+  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 134, in compile2
+    post_ast = pipeline(func_ast, env)
+  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 181, in __call__
+    ast = self.transform(ast, env)
+  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 602, in transform
+    ast = stage(ast, env)
+  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 587, in _stage
+    return _check_stage_object(stage_obj)(ast, env)
+  File "/usr/local/lib/python2.7/site-packages/numba/pipeline.py", line 192, in __call__
+    reporting.report(env, exc=e)
+  File "/usr/local/lib/python2.7/site-packages/numba/reporting.py", line 181, in report
+    raise exc
+NumbaError: (see below)
+--------------------- Numba Encountered Errors or Warnings ---------------------
+    for i, x in enumerate(grid_x):
+--------^
+Error 22:8: Only a single target iteration variable is supported at the moment
+--------------------------------------------------------------------------------
 
        
     
        
   
@@ -269,11 +373,11 @@ 
        julia_parakeet_for_loops: AssertionError
        href="#runtime-errors-julia-julia_parakeet_for_loops"
        class="headerlink">¶
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 160, in run_benchmarks
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 160, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 109, in run_benchmark
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 109, in run_benchmark
     first_timing = time_once()
-  File "run_benchmarks.py", line 105, in time_once
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 105, in time_once
     func(*args, **kwargs)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
@@ -323,11 +427,11 @@ 
        julia_parakeet_numpy: AssertionError
        href="#runtime-errors-julia-julia_parakeet_numpy"
        class="headerlink">¶
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 160, in run_benchmarks
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 160, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 109, in run_benchmark
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 109, in run_benchmark
     first_timing = time_once()
-  File "run_benchmarks.py", line 105, in time_once
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 105, in time_once
     func(*args, **kwargs)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
@@ -388,38 +492,6 @@ 
        julia_parakeet_numpy: AssertionError
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py", line 855, in translate_function_value
     "Unsupported primitive: %s" % (fn,)
 AssertionError: Unsupported primitive: 
-
        
-
        - -
        -
        julia_python_for_loops: TypeError -
        - 
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 160, in run_benchmarks
-    record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 109, in run_benchmark
-    first_timing = time_once()
-  File "run_benchmarks.py", line 105, in time_once
-    func(*args, **kwargs)
-TypeError: julia_python_for_loops() takes at least 3 arguments (2 given)
-
        -
        - -
        -
        julia_python_numpy: TypeError -
        - 
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 160, in run_benchmarks
-    record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 109, in run_benchmark
-    first_timing = time_once()
-  File "run_benchmarks.py", line 105, in time_once
-    func(*args, **kwargs)
-TypeError: julia_python_numpy() takes at least 3 arguments (2 given)
        @@ -450,7 +522,7 @@
        pairwise_pythran: EnvironmentError href="#import-errors-pairwise-pairwise_pythran" class="headerlink">¶
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 68, in find_benchmarks
+  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 68, in find_benchmarks
     module = __import__(abs_module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py", line 23, in 
     '\n'.join([imports, exports, source]))
@@ -482,125 +554,6 @@ 
        pairwise_pythran: EnvironmentError
 
 
 
-
        
-
        Benchmark execution errors
-    
        
-  
-    
        
-    
        pairwise_numba_nested_for_loops: TypeError
-    
        
-    
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 160, in run_benchmarks
-    record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 109, in run_benchmark
-    first_timing = time_once()
-  File "run_benchmarks.py", line 105, in time_once
-    func(*args, **kwargs)
-  File "numbawrapper.pyx", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)
-  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 67, in compile_from_args
-    signature = self.resolve_argtypes(args, kwargs)
-  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 63, in resolve_argtypes
-    args, kwargs, self.flags)
-  File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 30, in resolve_argtypes
-    arguments, len(args)))
-TypeError: pairwise_python_nested_for_loops() takes exactly 1 argument (2 given)
-
        
-    
        
-  
-    
        
-    
        pairwise_parakeet_nested_for_loops: AssertionError
-    
        
-    
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 160, in run_benchmarks
-    record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 109, in run_benchmark
-    first_timing = time_once()
-  File "run_benchmarks.py", line 105, in time_once
-    func(*args, **kwargs)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
-    return run_function.run(self.f, *args, **kwargs)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 134, in run
-    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 116, in specialize_and_compile
-    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 104, in prepare_args
-    arg_types = arg_values.transform(type_conv.typeof)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/args.py", line 72, in transform
-    new_pos = [fn(pos_arg) for pos_arg in self.positional]
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/type_conv.py", line 32, in typeof
-    "Don't know how to convert value %s : %s" % (python_value, python_type)
-AssertionError: Don't know how to convert value {} : 
-
        
-    
        
-  
-    
        
-    
        pairwise_parakeet_inner_broadcasting: AssertionError
-    
        
-    
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 160, in run_benchmarks
-    record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 109, in run_benchmark
-    first_timing = time_once()
-  File "run_benchmarks.py", line 105, in time_once
-    func(*args, **kwargs)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
-    return run_function.run(self.f, *args, **kwargs)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 134, in run
-    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 116, in specialize_and_compile
-    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py", line 104, in prepare_args
-    arg_types = arg_values.transform(type_conv.typeof)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/args.py", line 72, in transform
-    new_pos = [fn(pos_arg) for pos_arg in self.positional]
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/type_conv.py", line 32, in typeof
-    "Don't know how to convert value %s : %s" % (python_value, python_type)
-AssertionError: Don't know how to convert value {} : 
-
        
-    
        
-  
-    
        
-    
        pairwise_python_nested_for_loops: TypeError
-    
        
-    
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 160, in run_benchmarks
-    record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 109, in run_benchmark
-    first_timing = time_once()
-  File "run_benchmarks.py", line 105, in time_once
-    func(*args, **kwargs)
-TypeError: pairwise_python_nested_for_loops() takes exactly 1 argument (2 given)
-
        
-    
        
-  
-    
        
-    
        pairwise_python_inner_broadcasting: TypeError
-    
        
-    
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 160, in run_benchmarks
-    record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 109, in run_benchmark
-    first_timing = time_once()
-  File "run_benchmarks.py", line 105, in time_once
-    func(*args, **kwargs)
-TypeError: pairwise_python_inner_broadcasting() takes exactly 1 argument (2 given)
-
        
-    
        
-  
-
        
-
 
 
 

From 28b1146e7c89f816dc97ad38632acc3169e3c896 Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 18:27:52 -0100
Subject: [PATCH 17/54] Update documentation

---
 benchmark_results.json | 91 +++++++++++++++++++++++-------------------
 index.html             | 50 +++++++++++------------
 2 files changed, 74 insertions(+), 67 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index 6bf633f..7e5cc11 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -6,45 +6,47 @@
       {
         "name": "julia_python_for_loops", 
         "cold_time": null, 
-        "warm_time": 4.110236167907715, 
+        "warm_time": 4.118449926376343, 
         "all_times": [
-          4.110236167907715
-        ]
+          4.118449926376343
+        ], 
+        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
       }, 
       {
         "name": "julia_python_numpy", 
         "cold_time": null, 
-        "warm_time": 0.16542506217956543, 
+        "warm_time": 0.16899895668029785, 
         "all_times": [
           [
-            0.17702603340148926, 
-            0.17342591285705566, 
-            0.16542506217956543
+            0.17703008651733398, 
+            0.16899895668029785, 
+            0.18451786041259766
           ]
-        ]
+        ], 
+        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
       }
     ], 
     "runtime_errors": [
       {
         "name": "julia_numba_for_loops", 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_numba.pyc", 
+        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_numba.py", 
         "error_type": "NumbaError", 
         "error": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", 
-        "traceback": "Traceback (most recent call last):\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
       }, 
       {
         "name": "julia_parakeet_for_loops", 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.pyc", 
+        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
         "error_type": "AssertionError", 
         "error": "Unsupported primitive: ", 
-        "traceback": "Traceback (most recent call last):\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
       }, 
       {
         "name": "julia_parakeet_numpy", 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.pyc", 
+        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
         "error_type": "AssertionError", 
         "error": "Unsupported primitive: ", 
-        "traceback": "Traceback (most recent call last):\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 160, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 109, in run_benchmark\n    first_timing = time_once()\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 105, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
       }
     ], 
     "import_errors": [
@@ -52,7 +54,7 @@
         "name": "julia_pythran", 
         "error_type": "EnvironmentError", 
         "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-        "traceback": "Traceback (most recent call last):\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
       }
     ]
   }, 
@@ -62,59 +64,64 @@
     "records": [
       {
         "name": "pairwise_numba_nested_for_loops", 
-        "cold_time": 0.30397510528564453, 
-        "warm_time": 0.0037119388580322266, 
+        "cold_time": 0.2993299961090088, 
+        "warm_time": 0.00403594970703125, 
         "all_times": [
           [
-            0.30397510528564453, 
-            0.0037338733673095703, 
-            0.0037119388580322266
+            0.2993299961090088, 
+            0.0065479278564453125, 
+            0.00403594970703125
           ]
-        ]
+        ], 
+        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py"
       }, 
       {
         "name": "pairwise_parakeet_nested_for_loops", 
-        "cold_time": 0.1087040901184082, 
-        "warm_time": 0.004889965057373047, 
+        "cold_time": 0.11079001426696777, 
+        "warm_time": 0.004925966262817383, 
         "all_times": [
           [
-            0.1087040901184082, 
-            0.005007028579711914, 
-            0.004889965057373047
+            0.11079001426696777, 
+            0.004981040954589844, 
+            0.004925966262817383
           ]
-        ]
+        ], 
+        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
       }, 
       {
         "name": "pairwise_parakeet_inner_broadcasting", 
-        "cold_time": 0.13979697227478027, 
-        "warm_time": 0.0049669742584228516, 
+        "cold_time": 0.13873004913330078, 
+        "warm_time": 0.0054590702056884766, 
         "all_times": [
           [
-            0.13979697227478027, 
-            0.0049669742584228516, 
-            0.004968881607055664
+            0.13873004913330078, 
+            0.005501985549926758, 
+            0.0054590702056884766
           ]
-        ]
+        ], 
+        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
       }, 
       {
         "name": "pairwise_python_nested_for_loops", 
         "cold_time": null, 
-        "warm_time": 6.327474117279053, 
+        "warm_time": 6.279201984405518, 
         "all_times": [
-          6.327474117279053
-        ]
+          6.279201984405518
+        ], 
+        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
       }, 
       {
         "name": "pairwise_python_inner_broadcasting", 
         "cold_time": null, 
-        "warm_time": 0.7565240859985352, 
+        "warm_time": 0.7664930820465088, 
         "all_times": [
           [
-            0.7667500972747803, 
-            0.7565240859985352, 
-            0.779498815536499
+            0.7708921432495117, 
+            0.7664930820465088, 
+            0.7796759605407715
           ]
-        ]
+        ], 
+        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
       }
     ], 
     "runtime_errors": [], 
@@ -123,7 +130,7 @@
         "name": "pairwise_pythran", 
         "error_type": "EnvironmentError", 
         "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-        "traceback": "Traceback (most recent call last):\n  File \"/Users/ogrisel/code/python-benchmarks/run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
       }
     ]
   }
diff --git a/index.html b/index.html
index 9aaee43..39b6336 100644
--- a/index.html
+++ b/index.html
@@ -91,26 +91,26 @@ 
        julia
 
 
   
-  julia_python_for_loops
+  julia_python_for_loops
   
     N/A
     
   
   
-    4.110
+    4.118
     
   
 
 
 
   
-  julia_python_numpy
+  julia_python_numpy
   
     N/A
     
   
   
-    0.165
+    0.169
     
   
 
@@ -173,9 +173,9 @@ 
        pairwise
 
 
   
-  pairwise_numba_nested_for_loops
+  pairwise_numba_nested_for_loops
   
-    0.304
+    0.299
     
   
   
@@ -186,9 +186,9 @@ 
        pairwise
 
 
   
-  pairwise_parakeet_nested_for_loops
+  pairwise_parakeet_nested_for_loops
   
-    0.109
+    0.111
     
   
   
@@ -199,9 +199,9 @@ 
        pairwise
 
 
   
-  pairwise_parakeet_inner_broadcasting
+  pairwise_parakeet_inner_broadcasting
   
-    0.140
+    0.139
     
   
   
@@ -212,26 +212,26 @@ 
        pairwise
 
 
   
-  pairwise_python_nested_for_loops
+  pairwise_python_nested_for_loops
   
     N/A
     
   
   
-    6.327
+    6.279
     
   
 
 
 
   
-  pairwise_python_inner_broadcasting
+  pairwise_python_inner_broadcasting
   
     N/A
     
   
   
-    0.757
+    0.766
     
   
 
@@ -287,7 +287,7 @@ 
        julia_pythran: EnvironmentError
        href="#import-errors-julia-julia_pythran"
        class="headerlink">¶
        
     
        Traceback (most recent call last):
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 68, in find_benchmarks
+  File "run_benchmarks.py", line 68, in find_benchmarks
     module = __import__(abs_module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py", line 27, in 
     '\n'.join([imports, exports, source]))
@@ -331,11 +331,11 @@ 
        julia_numba_for_loops: NumbaError
        href="#runtime-errors-julia-julia_numba_for_loops"
        class="headerlink">¶
        
     
        Traceback (most recent call last):
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 160, in run_benchmarks
+  File "run_benchmarks.py", line 162, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 109, in run_benchmark
+  File "run_benchmarks.py", line 110, in run_benchmark
     first_timing = time_once()
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 105, in time_once
+  File "run_benchmarks.py", line 106, in time_once
     func(*args, **kwargs)
   File "numbawrapper.pyx", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)
   File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 68, in compile_from_args
@@ -373,11 +373,11 @@ 
        julia_parakeet_for_loops: AssertionError
        href="#runtime-errors-julia-julia_parakeet_for_loops"
        class="headerlink">¶
        
     
        Traceback (most recent call last):
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 160, in run_benchmarks
+  File "run_benchmarks.py", line 162, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 109, in run_benchmark
+  File "run_benchmarks.py", line 110, in run_benchmark
     first_timing = time_once()
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 105, in time_once
+  File "run_benchmarks.py", line 106, in time_once
     func(*args, **kwargs)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
@@ -427,11 +427,11 @@ 
        julia_parakeet_numpy: AssertionError
        href="#runtime-errors-julia-julia_parakeet_numpy"
        class="headerlink">¶
        
     
        Traceback (most recent call last):
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 160, in run_benchmarks
+  File "run_benchmarks.py", line 162, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 109, in run_benchmark
+  File "run_benchmarks.py", line 110, in run_benchmark
     first_timing = time_once()
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 105, in time_once
+  File "run_benchmarks.py", line 106, in time_once
     func(*args, **kwargs)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
@@ -522,7 +522,7 @@ 
        pairwise_pythran: EnvironmentError
        href="#import-errors-pairwise-pairwise_pythran"
        class="headerlink">¶
        
     
        Traceback (most recent call last):
-  File "/Users/ogrisel/code/python-benchmarks/run_benchmarks.py", line 68, in find_benchmarks
+  File "run_benchmarks.py", line 68, in find_benchmarks
     module = __import__(abs_module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py", line 23, in 
     '\n'.join([imports, exports, source]))

From 84bfe7eb67506fd68286d6c61894c53508a0007e Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 18:30:36 -0100
Subject: [PATCH 18/54] Update documentation

---
 index.html | 15 ++++++++++-----
 1 file changed, 10 insertions(+), 5 deletions(-)

diff --git a/index.html b/index.html
index 39b6336..a3234e5 100644
--- a/index.html
+++ b/index.html
@@ -282,7 +282,8 @@ 
        Benchmark loading errors
        class="headerlink">¶
        
   
     
        
-    
        julia_pythran: EnvironmentError
+    
        julia_pythran:
+         EnvironmentError
     
        
@@ -326,7 +327,8 @@ 
        Benchmark execution errors
        class="headerlink">¶
        
   
     
        
-    
        julia_numba_for_loops: NumbaError
+    
        julia_numba_for_loops:
+        NumbaError
     
        
@@ -368,7 +370,8 @@ 
        julia_numba_for_loops: NumbaError
     
        
   
     
        
-    
        julia_parakeet_for_loops: AssertionError
+    
        julia_parakeet_for_loops:
+        AssertionError
     
        
@@ -422,7 +425,8 @@ 
        julia_parakeet_for_loops: AssertionError
     
        
   
     
        
-    
        julia_parakeet_numpy: AssertionError
+    
        julia_parakeet_numpy:
+        AssertionError
     
        
@@ -517,7 +521,8 @@ 
        Benchmark loading errors
        class="headerlink">¶
        
   
     
        
-    
        pairwise_pythran: EnvironmentError
+    
        pairwise_pythran:
+         EnvironmentError
     
        

From 662aa0af901b486767ae9db0c6e3e22525defbc0 Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 18:39:23 -0100
Subject: [PATCH 19/54] Update documentation

---
 benchmark_results.json | 277 +++++++++++++++++++++--------------------
 index.html             |  12 +-
 2 files changed, 146 insertions(+), 143 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index 7e5cc11..ac4c46b 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -1,137 +1,140 @@
-[
-  {
-    "group_name": "julia", 
-    "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia", 
-    "records": [
-      {
-        "name": "julia_python_for_loops", 
-        "cold_time": null, 
-        "warm_time": 4.118449926376343, 
-        "all_times": [
-          4.118449926376343
-        ], 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
-      }, 
-      {
-        "name": "julia_python_numpy", 
-        "cold_time": null, 
-        "warm_time": 0.16899895668029785, 
-        "all_times": [
-          [
-            0.17703008651733398, 
-            0.16899895668029785, 
-            0.18451786041259766
-          ]
-        ], 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
-      }
-    ], 
-    "runtime_errors": [
-      {
-        "name": "julia_numba_for_loops", 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_numba.py", 
-        "error_type": "NumbaError", 
-        "error": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
-      }, 
-      {
-        "name": "julia_parakeet_for_loops", 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
-        "error_type": "AssertionError", 
-        "error": "Unsupported primitive: ", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
-      }, 
-      {
-        "name": "julia_parakeet_numpy", 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
-        "error_type": "AssertionError", 
-        "error": "Unsupported primitive: ", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
-      }
-    ], 
-    "import_errors": [
-      {
-        "name": "julia_pythran", 
-        "error_type": "EnvironmentError", 
-        "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
-      }
-    ]
-  }, 
-  {
-    "group_name": "pairwise", 
-    "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise", 
-    "records": [
-      {
-        "name": "pairwise_numba_nested_for_loops", 
-        "cold_time": 0.2993299961090088, 
-        "warm_time": 0.00403594970703125, 
-        "all_times": [
-          [
-            0.2993299961090088, 
-            0.0065479278564453125, 
-            0.00403594970703125
-          ]
-        ], 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py"
-      }, 
-      {
-        "name": "pairwise_parakeet_nested_for_loops", 
-        "cold_time": 0.11079001426696777, 
-        "warm_time": 0.004925966262817383, 
-        "all_times": [
-          [
-            0.11079001426696777, 
-            0.004981040954589844, 
-            0.004925966262817383
-          ]
-        ], 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
-      }, 
-      {
-        "name": "pairwise_parakeet_inner_broadcasting", 
-        "cold_time": 0.13873004913330078, 
-        "warm_time": 0.0054590702056884766, 
-        "all_times": [
-          [
-            0.13873004913330078, 
-            0.005501985549926758, 
-            0.0054590702056884766
-          ]
-        ], 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
-      }, 
-      {
-        "name": "pairwise_python_nested_for_loops", 
-        "cold_time": null, 
-        "warm_time": 6.279201984405518, 
-        "all_times": [
-          6.279201984405518
-        ], 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
-      }, 
-      {
-        "name": "pairwise_python_inner_broadcasting", 
-        "cold_time": null, 
-        "warm_time": 0.7664930820465088, 
-        "all_times": [
-          [
-            0.7708921432495117, 
-            0.7664930820465088, 
-            0.7796759605407715
-          ]
-        ], 
-        "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
-      }
-    ], 
-    "runtime_errors": [], 
-    "import_errors": [
-      {
-        "name": "pairwise_pythran", 
-        "error_type": "EnvironmentError", 
-        "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-        "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
-      }
-    ]
-  }
-]
\ No newline at end of file
+{
+  "benchmark_results": [
+    {
+      "group_name": "julia", 
+      "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia", 
+      "records": [
+        {
+          "name": "julia_python_for_loops", 
+          "cold_time": null, 
+          "warm_time": 4.042442083358765, 
+          "all_times": [
+            4.042442083358765
+          ], 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
+        }, 
+        {
+          "name": "julia_python_numpy", 
+          "cold_time": null, 
+          "warm_time": 0.16872692108154297, 
+          "all_times": [
+            [
+              0.19133305549621582, 
+              0.16872692108154297, 
+              0.16984796524047852
+            ]
+          ], 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
+        }
+      ], 
+      "runtime_errors": [
+        {
+          "name": "julia_numba_for_loops", 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_numba.py", 
+          "error_type": "NumbaError", 
+          "error": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", 
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
+        }, 
+        {
+          "name": "julia_parakeet_for_loops", 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
+          "error_type": "AssertionError", 
+          "error": "Unsupported primitive: ", 
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+        }, 
+        {
+          "name": "julia_parakeet_numpy", 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
+          "error_type": "AssertionError", 
+          "error": "Unsupported primitive: ", 
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+        }
+      ], 
+      "import_errors": [
+        {
+          "name": "julia_pythran", 
+          "error_type": "EnvironmentError", 
+          "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+        }
+      ]
+    }, 
+    {
+      "group_name": "pairwise", 
+      "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise", 
+      "records": [
+        {
+          "name": "pairwise_numba_nested_for_loops", 
+          "cold_time": 0.33237600326538086, 
+          "warm_time": 0.003731966018676758, 
+          "all_times": [
+            [
+              0.33237600326538086, 
+              0.003731966018676758, 
+              0.003731966018676758
+            ]
+          ], 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py"
+        }, 
+        {
+          "name": "pairwise_parakeet_nested_for_loops", 
+          "cold_time": 0.1177670955657959, 
+          "warm_time": 0.005052089691162109, 
+          "all_times": [
+            [
+              0.1177670955657959, 
+              0.005096912384033203, 
+              0.005052089691162109
+            ]
+          ], 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
+        }, 
+        {
+          "name": "pairwise_parakeet_inner_broadcasting", 
+          "cold_time": 0.15022706985473633, 
+          "warm_time": 0.004832029342651367, 
+          "all_times": [
+            [
+              0.15022706985473633, 
+              0.005094051361083984, 
+              0.004832029342651367
+            ]
+          ], 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
+        }, 
+        {
+          "name": "pairwise_python_nested_for_loops", 
+          "cold_time": null, 
+          "warm_time": 5.769840955734253, 
+          "all_times": [
+            5.769840955734253
+          ], 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
+        }, 
+        {
+          "name": "pairwise_python_inner_broadcasting", 
+          "cold_time": null, 
+          "warm_time": 0.7649941444396973, 
+          "all_times": [
+            [
+              0.7898180484771729, 
+              0.7649941444396973, 
+              0.7652220726013184
+            ]
+          ], 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
+        }
+      ], 
+      "runtime_errors": [], 
+      "import_errors": [
+        {
+          "name": "pairwise_pythran", 
+          "error_type": "EnvironmentError", 
+          "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+        }
+      ]
+    }
+  ], 
+  "benchmark_environment": {}
+}
\ No newline at end of file
diff --git a/index.html b/index.html
index a3234e5..5358cc3 100644
--- a/index.html
+++ b/index.html
@@ -97,7 +97,7 @@ 
        julia
     
   
   
-    4.118
+    4.042
     
   
 
@@ -175,7 +175,7 @@ 
        pairwise
   
   pairwise_numba_nested_for_loops
   
-    0.299
+    0.332
     
   
   
@@ -188,7 +188,7 @@ 
        pairwise
   
   pairwise_parakeet_nested_for_loops
   
-    0.111
+    0.118
     
   
   
@@ -201,7 +201,7 @@ 
        pairwise
   
   pairwise_parakeet_inner_broadcasting
   
-    0.139
+    0.150
     
   
   
@@ -218,7 +218,7 @@ 
        pairwise
     
   
   
-    6.279
+    5.770
     
   
 
@@ -231,7 +231,7 @@ 
        pairwise
     
   
   
-    0.766
+    0.765
     
   
 

From 2a356768c25b929c27420cb721281441d83044ad Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 18:41:14 -0100
Subject: [PATCH 20/54] Update documentation

---
 index.html | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/index.html b/index.html
index 5358cc3..10e1b31 100644
--- a/index.html
+++ b/index.html
@@ -25,7 +25,7 @@
  
        
 
 
        
 
        
 
-
        Python Benchmark Results
+
        Results
   
        

From d56e908462188195130b0d0c078ba48da7b458c5 Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 18:44:54 -0100
Subject: [PATCH 21/54] Update documentation

---
 benchmark_results.json | 60 +++++++++++++++++++++---------------------
 index.html             | 32 +++++++++++-----------
 2 files changed, 46 insertions(+), 46 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index ac4c46b..34ba8a7 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -7,21 +7,21 @@
         {
           "name": "julia_python_for_loops", 
           "cold_time": null, 
-          "warm_time": 4.042442083358765, 
+          "warm_time": 3.9732558727264404, 
           "all_times": [
-            4.042442083358765
+            3.9732558727264404
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
         }, 
         {
           "name": "julia_python_numpy", 
           "cold_time": null, 
-          "warm_time": 0.16872692108154297, 
+          "warm_time": 0.1673579216003418, 
           "all_times": [
             [
-              0.19133305549621582, 
-              0.16872692108154297, 
-              0.16984796524047852
+              0.1721348762512207, 
+              0.16860294342041016, 
+              0.1673579216003418
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
@@ -33,21 +33,21 @@
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_numba.py", 
           "error_type": "NumbaError", 
           "error": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 156, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 104, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 100, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
         }, 
         {
           "name": "julia_parakeet_for_loops", 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
           "error_type": "AssertionError", 
           "error": "Unsupported primitive: ", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 156, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 104, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 100, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
         }, 
         {
           "name": "julia_parakeet_numpy", 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
           "error_type": "AssertionError", 
           "error": "Unsupported primitive: ", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 156, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 104, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 100, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
         }
       ], 
       "import_errors": [
@@ -65,39 +65,39 @@
       "records": [
         {
           "name": "pairwise_numba_nested_for_loops", 
-          "cold_time": 0.33237600326538086, 
-          "warm_time": 0.003731966018676758, 
+          "cold_time": 0.29698801040649414, 
+          "warm_time": 0.0037331581115722656, 
           "all_times": [
             [
-              0.33237600326538086, 
-              0.003731966018676758, 
-              0.003731966018676758
+              0.29698801040649414, 
+              0.003782033920288086, 
+              0.0037331581115722656
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py"
         }, 
         {
           "name": "pairwise_parakeet_nested_for_loops", 
-          "cold_time": 0.1177670955657959, 
-          "warm_time": 0.005052089691162109, 
+          "cold_time": 0.10332703590393066, 
+          "warm_time": 0.004937887191772461, 
           "all_times": [
             [
-              0.1177670955657959, 
-              0.005096912384033203, 
-              0.005052089691162109
+              0.10332703590393066, 
+              0.004937887191772461, 
+              0.004987955093383789
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
         }, 
         {
           "name": "pairwise_parakeet_inner_broadcasting", 
-          "cold_time": 0.15022706985473633, 
-          "warm_time": 0.004832029342651367, 
+          "cold_time": 0.13882088661193848, 
+          "warm_time": 0.004851102828979492, 
           "all_times": [
             [
-              0.15022706985473633, 
-              0.005094051361083984, 
-              0.004832029342651367
+              0.13882088661193848, 
+              0.0050389766693115234, 
+              0.004851102828979492
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
@@ -105,21 +105,21 @@
         {
           "name": "pairwise_python_nested_for_loops", 
           "cold_time": null, 
-          "warm_time": 5.769840955734253, 
+          "warm_time": 5.801416873931885, 
           "all_times": [
-            5.769840955734253
+            5.801416873931885
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
         }, 
         {
           "name": "pairwise_python_inner_broadcasting", 
           "cold_time": null, 
-          "warm_time": 0.7649941444396973, 
+          "warm_time": 0.7789390087127686, 
           "all_times": [
             [
-              0.7898180484771729, 
-              0.7649941444396973, 
-              0.7652220726013184
+              0.7891180515289307, 
+              0.7789390087127686, 
+              0.7969481945037842
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
diff --git a/index.html b/index.html
index 10e1b31..1b9d51d 100644
--- a/index.html
+++ b/index.html
@@ -97,7 +97,7 @@ 
        julia
     
   
   
-    4.042
+    3.973
     
   
 
@@ -110,7 +110,7 @@ 
        julia
     
   
   
-    0.169
+    0.167
     
   
 
@@ -175,7 +175,7 @@ 
        pairwise
   
   pairwise_numba_nested_for_loops
   
-    0.332
+    0.297
     
   
   
@@ -188,7 +188,7 @@ 
        pairwise
   
   pairwise_parakeet_nested_for_loops
   
-    0.118
+    0.103
     
   
   
@@ -201,7 +201,7 @@ 
        pairwise
   
   pairwise_parakeet_inner_broadcasting
   
-    0.150
+    0.139
     
   
   
@@ -218,7 +218,7 @@ 
        pairwise
     
   
   
-    5.770
+    5.801
     
   
 
@@ -231,7 +231,7 @@ 
        pairwise
     
   
   
-    0.765
+    0.779
     
   
 
@@ -333,11 +333,11 @@ 
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 162, in run_benchmarks
+  File "run_benchmarks.py", line 156, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 110, in run_benchmark
+  File "run_benchmarks.py", line 104, in run_benchmark
     first_timing = time_once()
-  File "run_benchmarks.py", line 106, in time_once
+  File "run_benchmarks.py", line 100, in time_once
     func(*args, **kwargs)
   File "numbawrapper.pyx", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)
   File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 68, in compile_from_args
@@ -376,11 +376,11 @@ 
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 162, in run_benchmarks
+  File "run_benchmarks.py", line 156, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 110, in run_benchmark
+  File "run_benchmarks.py", line 104, in run_benchmark
     first_timing = time_once()
-  File "run_benchmarks.py", line 106, in time_once
+  File "run_benchmarks.py", line 100, in time_once
     func(*args, **kwargs)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
@@ -431,11 +431,11 @@ 
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 162, in run_benchmarks
+  File "run_benchmarks.py", line 156, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 110, in run_benchmark
+  File "run_benchmarks.py", line 104, in run_benchmark
     first_timing = time_once()
-  File "run_benchmarks.py", line 106, in time_once
+  File "run_benchmarks.py", line 100, in time_once
     func(*args, **kwargs)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)

From 156c596eeb6578495208e4cb0e6121206c75f86d Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 19:07:53 -0100
Subject: [PATCH 22/54] Update documentation

---
 benchmark_results.json | 77 ++++++++++++++++++++++++------------------
 index.html             | 49 +++++++++++++++++----------
 2 files changed, 76 insertions(+), 50 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index 34ba8a7..fca27f2 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -7,21 +7,21 @@
         {
           "name": "julia_python_for_loops", 
           "cold_time": null, 
-          "warm_time": 3.9732558727264404, 
+          "warm_time": 3.909278154373169, 
           "all_times": [
-            3.9732558727264404
+            3.909278154373169
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
         }, 
         {
           "name": "julia_python_numpy", 
           "cold_time": null, 
-          "warm_time": 0.1673579216003418, 
+          "warm_time": 0.16759181022644043, 
           "all_times": [
             [
-              0.1721348762512207, 
-              0.16860294342041016, 
-              0.1673579216003418
+              0.17293095588684082, 
+              0.1713099479675293, 
+              0.16759181022644043
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
@@ -33,21 +33,21 @@
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_numba.py", 
           "error_type": "NumbaError", 
           "error": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 156, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 104, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 100, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
         }, 
         {
           "name": "julia_parakeet_for_loops", 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
           "error_type": "AssertionError", 
           "error": "Unsupported primitive: ", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 156, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 104, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 100, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
         }, 
         {
           "name": "julia_parakeet_numpy", 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
           "error_type": "AssertionError", 
           "error": "Unsupported primitive: ", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 156, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 104, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 100, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
         }
       ], 
       "import_errors": [
@@ -55,7 +55,7 @@
           "name": "julia_pythran", 
           "error_type": "EnvironmentError", 
           "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 74, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
         }
       ]
     }, 
@@ -63,41 +63,54 @@
       "group_name": "pairwise", 
       "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise", 
       "records": [
+        {
+          "name": "pairwise_cython_for_loops", 
+          "cold_time": null, 
+          "warm_time": 0.0036699771881103516, 
+          "all_times": [
+            [
+              0.005727052688598633, 
+              0.0037360191345214844, 
+              0.0036699771881103516
+            ]
+          ], 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx"
+        }, 
         {
           "name": "pairwise_numba_nested_for_loops", 
-          "cold_time": 0.29698801040649414, 
-          "warm_time": 0.0037331581115722656, 
+          "cold_time": 0.3794291019439697, 
+          "warm_time": 0.003676891326904297, 
           "all_times": [
             [
-              0.29698801040649414, 
-              0.003782033920288086, 
-              0.0037331581115722656
+              0.3794291019439697, 
+              0.003676891326904297, 
+              0.0037260055541992188
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py"
         }, 
         {
           "name": "pairwise_parakeet_nested_for_loops", 
-          "cold_time": 0.10332703590393066, 
-          "warm_time": 0.004937887191772461, 
+          "cold_time": 0.10223102569580078, 
+          "warm_time": 0.005012035369873047, 
           "all_times": [
             [
-              0.10332703590393066, 
-              0.004937887191772461, 
-              0.004987955093383789
+              0.10223102569580078, 
+              0.0050661563873291016, 
+              0.005012035369873047
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
         }, 
         {
           "name": "pairwise_parakeet_inner_broadcasting", 
-          "cold_time": 0.13882088661193848, 
-          "warm_time": 0.004851102828979492, 
+          "cold_time": 0.137861967086792, 
+          "warm_time": 0.00497889518737793, 
           "all_times": [
             [
-              0.13882088661193848, 
-              0.0050389766693115234, 
-              0.004851102828979492
+              0.137861967086792, 
+              0.005110025405883789, 
+              0.00497889518737793
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
@@ -105,21 +118,21 @@
         {
           "name": "pairwise_python_nested_for_loops", 
           "cold_time": null, 
-          "warm_time": 5.801416873931885, 
+          "warm_time": 7.74835991859436, 
           "all_times": [
-            5.801416873931885
+            7.74835991859436
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
         }, 
         {
           "name": "pairwise_python_inner_broadcasting", 
           "cold_time": null, 
-          "warm_time": 0.7789390087127686, 
+          "warm_time": 0.79146409034729, 
           "all_times": [
             [
-              0.7891180515289307, 
-              0.7789390087127686, 
-              0.7969481945037842
+              0.79146409034729, 
+              0.8170590400695801, 
+              0.8167588710784912
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
@@ -131,7 +144,7 @@
           "name": "pairwise_pythran", 
           "error_type": "EnvironmentError", 
           "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 68, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 74, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
         }
       ]
     }
diff --git a/index.html b/index.html
index 1b9d51d..4972ab4 100644
--- a/index.html
+++ b/index.html
@@ -97,7 +97,7 @@ 
        julia
     
   
   
-    3.973
+    3.909
     
   
 
@@ -110,7 +110,7 @@ 
        julia
     
   
   
-    0.167
+    0.168
     
   
 
@@ -171,11 +171,24 @@ 
        pairwise
 
 
 
+
+  
+  pairwise_cython_for_loops
+  
+    N/A
+    
+  
+  
+    0.004
+    
+  
+
+
 
   
   pairwise_numba_nested_for_loops
   
-    0.297
+    0.379
     
   
   
@@ -188,7 +201,7 @@ 
        pairwise
   
   pairwise_parakeet_nested_for_loops
   
-    0.103
+    0.102
     
   
   
@@ -201,7 +214,7 @@ 
        pairwise
   
   pairwise_parakeet_inner_broadcasting
   
-    0.139
+    0.138
     
   
   
@@ -218,7 +231,7 @@ 
        pairwise
     
   
   
-    5.801
+    7.748
     
   
 
@@ -231,7 +244,7 @@ 
        pairwise
     
   
   
-    0.779
+    0.791
     
   
 
@@ -288,7 +301,7 @@ 
        julia_pythran:
        href="#import-errors-julia-julia_pythran"
        class="headerlink">¶
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 68, in find_benchmarks
+  File "run_benchmarks.py", line 74, in find_benchmarks
     module = __import__(abs_module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py", line 27, in 
     '\n'.join([imports, exports, source]))
@@ -333,11 +346,11 @@ 
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 156, in run_benchmarks
+  File "run_benchmarks.py", line 162, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 104, in run_benchmark
+  File "run_benchmarks.py", line 110, in run_benchmark
     first_timing = time_once()
-  File "run_benchmarks.py", line 100, in time_once
+  File "run_benchmarks.py", line 106, in time_once
     func(*args, **kwargs)
   File "numbawrapper.pyx", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)
   File "/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py", line 68, in compile_from_args
@@ -376,11 +389,11 @@ 
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 156, in run_benchmarks
+  File "run_benchmarks.py", line 162, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 104, in run_benchmark
+  File "run_benchmarks.py", line 110, in run_benchmark
     first_timing = time_once()
-  File "run_benchmarks.py", line 100, in time_once
+  File "run_benchmarks.py", line 106, in time_once
     func(*args, **kwargs)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
@@ -431,11 +444,11 @@ 
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 156, in run_benchmarks
+  File "run_benchmarks.py", line 162, in run_benchmarks
     record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 104, in run_benchmark
+  File "run_benchmarks.py", line 110, in run_benchmark
     first_timing = time_once()
-  File "run_benchmarks.py", line 100, in time_once
+  File "run_benchmarks.py", line 106, in time_once
     func(*args, **kwargs)
   File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py", line 115, in __call__
     return run_function.run(self.f, *args, **kwargs)
@@ -527,7 +540,7 @@ 
        pairwise_pythran:
        href="#import-errors-pairwise-pairwise_pythran"
        class="headerlink">¶
        
     
        Traceback (most recent call last):
-  File "run_benchmarks.py", line 68, in find_benchmarks
+  File "run_benchmarks.py", line 74, in find_benchmarks
     module = __import__(abs_module_name, fromlist="dummy")
   File "/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py", line 23, in 
     '\n'.join([imports, exports, source]))

From c0100698baae5e5cf186319f4217a86b0fa321ee Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 19:08:27 -0100
Subject: [PATCH 23/54] Update documentation

---
 benchmark_results.json | 62 +++++++++++++++++++++---------------------
 index.html             | 14 +++++-----
 2 files changed, 38 insertions(+), 38 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index fca27f2..2208e0c 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -7,21 +7,21 @@
         {
           "name": "julia_python_for_loops", 
           "cold_time": null, 
-          "warm_time": 3.909278154373169, 
+          "warm_time": 4.071027040481567, 
           "all_times": [
-            3.909278154373169
+            4.071027040481567
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
         }, 
         {
           "name": "julia_python_numpy", 
           "cold_time": null, 
-          "warm_time": 0.16759181022644043, 
+          "warm_time": 0.16927695274353027, 
           "all_times": [
             [
-              0.17293095588684082, 
-              0.1713099479675293, 
-              0.16759181022644043
+              0.17346715927124023, 
+              0.17836403846740723, 
+              0.16927695274353027
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
@@ -66,51 +66,51 @@
         {
           "name": "pairwise_cython_for_loops", 
           "cold_time": null, 
-          "warm_time": 0.0036699771881103516, 
+          "warm_time": 0.0036771297454833984, 
           "all_times": [
             [
-              0.005727052688598633, 
-              0.0037360191345214844, 
-              0.0036699771881103516
+              0.0037479400634765625, 
+              0.0036771297454833984, 
+              0.003832101821899414
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx"
         }, 
         {
           "name": "pairwise_numba_nested_for_loops", 
-          "cold_time": 0.3794291019439697, 
-          "warm_time": 0.003676891326904297, 
+          "cold_time": 0.2863039970397949, 
+          "warm_time": 0.0036890506744384766, 
           "all_times": [
             [
-              0.3794291019439697, 
-              0.003676891326904297, 
-              0.0037260055541992188
+              0.2863039970397949, 
+              0.003728151321411133, 
+              0.0036890506744384766
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py"
         }, 
         {
           "name": "pairwise_parakeet_nested_for_loops", 
-          "cold_time": 0.10223102569580078, 
-          "warm_time": 0.005012035369873047, 
+          "cold_time": 0.10284781455993652, 
+          "warm_time": 0.004862070083618164, 
           "all_times": [
             [
-              0.10223102569580078, 
-              0.0050661563873291016, 
-              0.005012035369873047
+              0.10284781455993652, 
+              0.004943132400512695, 
+              0.004862070083618164
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
         }, 
         {
           "name": "pairwise_parakeet_inner_broadcasting", 
-          "cold_time": 0.137861967086792, 
-          "warm_time": 0.00497889518737793, 
+          "cold_time": 0.14419198036193848, 
+          "warm_time": 0.004985809326171875, 
           "all_times": [
             [
-              0.137861967086792, 
-              0.005110025405883789, 
-              0.00497889518737793
+              0.14419198036193848, 
+              0.00510096549987793, 
+              0.004985809326171875
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
@@ -118,21 +118,21 @@
         {
           "name": "pairwise_python_nested_for_loops", 
           "cold_time": null, 
-          "warm_time": 7.74835991859436, 
+          "warm_time": 6.107674837112427, 
           "all_times": [
-            7.74835991859436
+            6.107674837112427
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
         }, 
         {
           "name": "pairwise_python_inner_broadcasting", 
           "cold_time": null, 
-          "warm_time": 0.79146409034729, 
+          "warm_time": 0.800678014755249, 
           "all_times": [
             [
-              0.79146409034729, 
-              0.8170590400695801, 
-              0.8167588710784912
+              0.806859016418457, 
+              0.800678014755249, 
+              0.8041388988494873
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
diff --git a/index.html b/index.html
index 4972ab4..daea719 100644
--- a/index.html
+++ b/index.html
@@ -97,7 +97,7 @@ 
        julia
     
   
   
-    3.909
+    4.071
     
   
 
@@ -110,7 +110,7 @@ 
        julia
     
   
   
-    0.168
+    0.169
     
   
 
@@ -188,7 +188,7 @@ 
        pairwise
   
   pairwise_numba_nested_for_loops
   
-    0.379
+    0.286
     
   
   
@@ -201,7 +201,7 @@ 
        pairwise
   
   pairwise_parakeet_nested_for_loops
   
-    0.102
+    0.103
     
   
   
@@ -214,7 +214,7 @@ 
        pairwise
   
   pairwise_parakeet_inner_broadcasting
   
-    0.138
+    0.144
     
   
   
@@ -231,7 +231,7 @@ 
        pairwise
     
   
   
-    7.748
+    6.108
     
   
 
@@ -244,7 +244,7 @@ 
        pairwise
     
   
   
-    0.791
+    0.801
     
   
 

From 4c00201a5016a4707024d9a17cb9cf7f2aade9c5 Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Tue, 9 Jul 2013 19:18:43 -0100
Subject: [PATCH 24/54] Update documentation

---
 benchmark_results.json | 62 ++++++++++++++++++++----------------------
 index.html             | 14 +++++-----
 2 files changed, 36 insertions(+), 40 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index 2208e0c..321501e 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -7,21 +7,21 @@
         {
           "name": "julia_python_for_loops", 
           "cold_time": null, 
-          "warm_time": 4.071027040481567, 
+          "warm_time": 4.272324085235596, 
           "all_times": [
-            4.071027040481567
+            4.272324085235596
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
         }, 
         {
           "name": "julia_python_numpy", 
           "cold_time": null, 
-          "warm_time": 0.16927695274353027, 
+          "warm_time": 0.1649019718170166, 
           "all_times": [
             [
-              0.17346715927124023, 
-              0.17836403846740723, 
-              0.16927695274353027
+              0.1728041172027588, 
+              0.1649019718170166, 
+              0.1653611660003662
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
@@ -66,51 +66,51 @@
         {
           "name": "pairwise_cython_for_loops", 
           "cold_time": null, 
-          "warm_time": 0.0036771297454833984, 
+          "warm_time": 0.0036749839782714844, 
           "all_times": [
             [
-              0.0037479400634765625, 
-              0.0036771297454833984, 
-              0.003832101821899414
+              0.0038089752197265625, 
+              0.0036749839782714844, 
+              0.0038449764251708984
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx"
         }, 
         {
           "name": "pairwise_numba_nested_for_loops", 
-          "cold_time": 0.2863039970397949, 
-          "warm_time": 0.0036890506744384766, 
+          "cold_time": 0.2921719551086426, 
+          "warm_time": 0.003731966018676758, 
           "all_times": [
             [
-              0.2863039970397949, 
-              0.003728151321411133, 
-              0.0036890506744384766
+              0.2921719551086426, 
+              0.003731966018676758, 
+              0.003945827484130859
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py"
         }, 
         {
           "name": "pairwise_parakeet_nested_for_loops", 
-          "cold_time": 0.10284781455993652, 
-          "warm_time": 0.004862070083618164, 
+          "cold_time": 0.10557293891906738, 
+          "warm_time": 0.0049359798431396484, 
           "all_times": [
             [
-              0.10284781455993652, 
-              0.004943132400512695, 
-              0.004862070083618164
+              0.10557293891906738, 
+              0.004953861236572266, 
+              0.0049359798431396484
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
         }, 
         {
           "name": "pairwise_parakeet_inner_broadcasting", 
-          "cold_time": 0.14419198036193848, 
-          "warm_time": 0.004985809326171875, 
+          "cold_time": 0.14059114456176758, 
+          "warm_time": 0.004845857620239258, 
           "all_times": [
             [
-              0.14419198036193848, 
-              0.00510096549987793, 
-              0.004985809326171875
+              0.14059114456176758, 
+              0.0050618648529052734, 
+              0.004845857620239258
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
@@ -118,22 +118,18 @@
         {
           "name": "pairwise_python_nested_for_loops", 
           "cold_time": null, 
-          "warm_time": 6.107674837112427, 
+          "warm_time": 6.077527046203613, 
           "all_times": [
-            6.107674837112427
+            6.077527046203613
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
         }, 
         {
           "name": "pairwise_python_inner_broadcasting", 
           "cold_time": null, 
-          "warm_time": 0.800678014755249, 
+          "warm_time": 1.332624912261963, 
           "all_times": [
-            [
-              0.806859016418457, 
-              0.800678014755249, 
-              0.8041388988494873
-            ]
+            1.332624912261963
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
         }
diff --git a/index.html b/index.html
index daea719..766ebe0 100644
--- a/index.html
+++ b/index.html
@@ -97,7 +97,7 @@ 
        julia
     
   
   
-    4.071
+    4.272
     
   
 
@@ -110,7 +110,7 @@ 
        julia
     
   
   
-    0.169
+    0.165
     
   
 
@@ -188,7 +188,7 @@ 
        pairwise
   
   pairwise_numba_nested_for_loops
   
-    0.286
+    0.292
     
   
   
@@ -201,7 +201,7 @@ 
        pairwise
   
   pairwise_parakeet_nested_for_loops
   
-    0.103
+    0.106
     
   
   
@@ -214,7 +214,7 @@ 
        pairwise
   
   pairwise_parakeet_inner_broadcasting
   
-    0.144
+    0.141
     
   
   
@@ -231,7 +231,7 @@ 
        pairwise
     
   
   
-    6.108
+    6.078
     
   
 
@@ -244,7 +244,7 @@ 
        pairwise
     
   
   
-    0.801
+    1.333
     
   
 

From 263d44049f5f65cf569a2aff4c78ccd5efb118e8 Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Wed, 10 Jul 2013 07:55:47 -0100
Subject: [PATCH 25/54] Update documentation

---
 benchmark_results.json | 108 +++++++++++++-----------
 index.html             | 184 +++++++++++------------------------------
 2 files changed, 108 insertions(+), 184 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index 321501e..b5d7e52 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -7,24 +7,37 @@
         {
           "name": "julia_python_for_loops", 
           "cold_time": null, 
-          "warm_time": 4.272324085235596, 
+          "warm_time": 3.9543230533599854, 
           "all_times": [
-            4.272324085235596
+            3.9543230533599854
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
         }, 
         {
           "name": "julia_python_numpy", 
           "cold_time": null, 
-          "warm_time": 0.1649019718170166, 
+          "warm_time": 0.16686606407165527, 
           "all_times": [
             [
-              0.1728041172027588, 
-              0.1649019718170166, 
-              0.1653611660003662
+              0.16991806030273438, 
+              0.16686606407165527, 
+              0.16846394538879395
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py"
+        }, 
+        {
+          "name": "julia_pythran_for_loops", 
+          "cold_time": null, 
+          "warm_time": 0.0049839019775390625, 
+          "all_times": [
+            [
+              0.005141019821166992, 
+              0.0049839019775390625, 
+              0.005079984664916992
+            ]
+          ], 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pythran.py"
         }
       ], 
       "runtime_errors": [
@@ -33,7 +46,7 @@
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_numba.py", 
           "error_type": "NumbaError", 
           "error": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
         }, 
         {
           "name": "julia_parakeet_for_loops", 
@@ -50,14 +63,7 @@
           "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 162, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 110, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 106, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n    return run_function.run(self.f, *args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n    untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n    untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
         }
       ], 
-      "import_errors": [
-        {
-          "name": "julia_pythran", 
-          "error_type": "EnvironmentError", 
-          "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 74, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 27, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
-        }
-      ]
+      "import_errors": []
     }, 
     {
       "group_name": "pairwise", 
@@ -66,51 +72,51 @@
         {
           "name": "pairwise_cython_for_loops", 
           "cold_time": null, 
-          "warm_time": 0.0036749839782714844, 
+          "warm_time": 0.0036978721618652344, 
           "all_times": [
             [
-              0.0038089752197265625, 
-              0.0036749839782714844, 
-              0.0038449764251708984
+              0.004304170608520508, 
+              0.0036978721618652344, 
+              0.003849029541015625
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx"
         }, 
         {
           "name": "pairwise_numba_nested_for_loops", 
-          "cold_time": 0.2921719551086426, 
-          "warm_time": 0.003731966018676758, 
+          "cold_time": 0.33107709884643555, 
+          "warm_time": 0.0037238597869873047, 
           "all_times": [
             [
-              0.2921719551086426, 
-              0.003731966018676758, 
-              0.003945827484130859
+              0.33107709884643555, 
+              0.0038537979125976562, 
+              0.0037238597869873047
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py"
         }, 
         {
           "name": "pairwise_parakeet_nested_for_loops", 
-          "cold_time": 0.10557293891906738, 
-          "warm_time": 0.0049359798431396484, 
+          "cold_time": 0.1052548885345459, 
+          "warm_time": 0.004966020584106445, 
           "all_times": [
             [
-              0.10557293891906738, 
-              0.004953861236572266, 
-              0.0049359798431396484
+              0.1052548885345459, 
+              0.005009174346923828, 
+              0.004966020584106445
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
         }, 
         {
           "name": "pairwise_parakeet_inner_broadcasting", 
-          "cold_time": 0.14059114456176758, 
-          "warm_time": 0.004845857620239258, 
+          "cold_time": 0.14226889610290527, 
+          "warm_time": 0.0049741268157958984, 
           "all_times": [
             [
-              0.14059114456176758, 
-              0.0050618648529052734, 
-              0.004845857620239258
+              0.14226889610290527, 
+              0.00506591796875, 
+              0.0049741268157958984
             ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py"
@@ -118,31 +124,41 @@
         {
           "name": "pairwise_python_nested_for_loops", 
           "cold_time": null, 
-          "warm_time": 6.077527046203613, 
+          "warm_time": 6.064609050750732, 
           "all_times": [
-            6.077527046203613
+            6.064609050750732
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
         }, 
         {
           "name": "pairwise_python_inner_broadcasting", 
           "cold_time": null, 
-          "warm_time": 1.332624912261963, 
+          "warm_time": 0.733447790145874, 
           "all_times": [
-            1.332624912261963
+            [
+              0.7495250701904297, 
+              0.7335071563720703, 
+              0.733447790145874
+            ]
           ], 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py"
+        }, 
+        {
+          "name": "pairwise_pythran_nested_for_loops", 
+          "cold_time": null, 
+          "warm_time": 0.00888681411743164, 
+          "all_times": [
+            [
+              0.00893092155456543, 
+              0.008923053741455078, 
+              0.00888681411743164
+            ]
+          ], 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pythran.py"
         }
       ], 
       "runtime_errors": [], 
-      "import_errors": [
-        {
-          "name": "pairwise_pythran", 
-          "error_type": "EnvironmentError", 
-          "error": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 74, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 23, in \n    '\\n'.join([imports, exports, source]))\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
-        }
-      ]
+      "import_errors": []
     }
   ], 
   "benchmark_environment": {}
diff --git a/index.html b/index.html
index 766ebe0..99097fc 100644
--- a/index.html
+++ b/index.html
@@ -45,9 +45,6 @@
     
   
     
-    
      • 
-        pairwise
        • 
-
    • Runtime Environment
      • @@ -97,7 +94,7 @@

      julia - 4.272 + 3.954 @@ -110,7 +107,20 @@

      julia - 0.165 + 0.167 + + + + + + + julia_pythran_for_loops + + N/A + + + + 0.005 @@ -123,15 +133,9 @@

      julia There were - -1 import error(s) - -and - - 3 execution error(s) @@ -188,7 +192,7 @@

      pairwise pairwise_numba_nested_for_loops - 0.292 + 0.331 @@ -201,7 +205,7 @@

      pairwise pairwise_parakeet_nested_for_loops - 0.106 + 0.105 @@ -214,7 +218,7 @@

      pairwise pairwise_parakeet_inner_broadcasting - 0.141 + 0.142 @@ -231,7 +235,7 @@

      pairwise - 6.078 + 6.065 @@ -244,7 +248,20 @@

      pairwise - 1.333 + 0.733 + + + + + + + pairwise_pythran_nested_for_loops + + N/A + + + + 0.009 @@ -253,23 +270,13 @@

      pairwise -

      -There were - - - -1 import error(s) - - - - - - -while running this benchmark. +

      + All methods were benchmarked without any error.

      + @@ -288,49 +295,6 @@

      julia class="headerlink">¶

      -
      -

      Benchmark loading errors -

      - -
      -
      julia_pythran: - EnvironmentError -
      - 
      Traceback (most recent call last):
-  File "run_benchmarks.py", line 74, in find_benchmarks
-    module = __import__(abs_module_name, fromlist="dummy")
-  File "/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py", line 27, in 
-    '\n'.join([imports, exports, source]))
-  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
-    module = generate_cxx(module_name, pythrancode, specs, opts)
-  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
-    refine(pm, ir, optimizations)
-  File "/usr/local/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
-    pm.apply(optimization, node)
-  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
-    return a.apply(node, ctx)
-  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
-    return self.run(node, ctx)
-  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
-    n = super(Transformation, self).run(node, ctx)
-  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
-    self.prepare(node, ctx)
-  File "/usr/local/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
-    self.env[module_name] = __import__(import_name)
-  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
-    sys.modules[__name__] = omp()
-  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
-    raise EnvironmentError("I can't find a shared library for libgomp,"
-EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
-
      -
      - -
      -
      @@ -353,25 +317,25 @@
      -

      pairwise -

      - - -
      -

      Benchmark loading errors -

      - -
      -
      pairwise_pythran: - EnvironmentError -
      - 
      Traceback (most recent call last):
-  File "run_benchmarks.py", line 74, in find_benchmarks
-    module = __import__(abs_module_name, fromlist="dummy")
-  File "/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py", line 23, in 
-    '\n'.join([imports, exports, source]))
-  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
-    module = generate_cxx(module_name, pythrancode, specs, opts)
-  File "/usr/local/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
-    refine(pm, ir, optimizations)
-  File "/usr/local/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
-    pm.apply(optimization, node)
-  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
-    return a.apply(node, ctx)
-  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
-    return self.run(node, ctx)
-  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
-    n = super(Transformation, self).run(node, ctx)
-  File "/usr/local/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
-    self.prepare(node, ctx)
-  File "/usr/local/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
-    self.env[module_name] = __import__(import_name)
-  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
-    sys.modules[__name__] = omp()
-  File "/usr/local/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
-    raise EnvironmentError("I can't find a shared library for libgomp,"
-EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
-
      -
      - -
      - - - - - - -

      Runtime Environment Date: Wed, 10 Jul 2013 08:41:13 -0100 Subject: [PATCH 26/54] Update documentation --- benchmark_results.json | 161 ++++++++++++++++++++-------- index.html | 231 ++++++++++++++++++++++++++++++++++++++--- 2 files changed, 334 insertions(+), 58 deletions(-) diff --git a/benchmark_results.json b/benchmark_results.json index b5d7e52..a8d44ac 100644 --- a/benchmark_results.json +++ b/benchmark_results.json @@ -1,27 +1,104 @@ { "benchmark_results": [ + { + "group_name": "growcut", + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut", + "records": [ + { + "name": "growcut_cython", + "cold_time": null, + "warm_time": 0.006608009338378906, + "all_times": [ + [ + 0.0077130794525146484, + 0.006608009338378906, + 0.006913900375366211 + ] + ], + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx" + }, + { + "name": "growcut_numba", + "cold_time": 0.8023009300231934, + "warm_time": 0.04525899887084961, + "all_times": [ + [ + 0.8023009300231934, + 0.04820990562438965, + 0.04525899887084961 + ] + ], + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_numba.py" + }, + { + "name": "growcut_python", + "cold_time": null, + "warm_time": 6.25349497795105, + "all_times": [ + 6.25349497795105 + ], + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_python.py" + }, + { + "name": "growcut_pythran", + "cold_time": null, + "warm_time": 0.009348869323730469, + "all_times": [ + [ + 0.009400129318237305, + 0.009556055068969727, + 0.009348869323730469 + ] + ], + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_pythran.py" + } + ], + "runtime_errors": [ + { + "name": "growcut_parakeet", + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_parakeet.py", + "error_type": "AssertionError", + "error": "Unsupported primitive: ", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 163, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 111, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 107, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n return self.translate_builtin_call(value, positional, keywords_dict)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n fn = value_to_syntax(value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" + } + ], + "import_errors": [] + }, { "group_name": "julia", "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia", "records": [ + { + "name": "julia_cython_for_loops", + "cold_time": null, + "warm_time": 0.004067897796630859, + "all_times": [ + [ + 0.006448984146118164, + 0.004067897796630859, + 0.004324913024902344 + ] + ], + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_cython.pyx" + }, { "name": "julia_python_for_loops", "cold_time": null, - "warm_time": 3.9543230533599854, + "warm_time": 3.9501309394836426, "all_times": [ - 3.9543230533599854 + 3.9501309394836426 ], "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py" }, { "name": "julia_python_numpy", "cold_time": null, - "warm_time": 0.16686606407165527, + "warm_time": 0.17068099975585938, "all_times": [ [ - 0.16991806030273438, - 0.16686606407165527, - 0.16846394538879395 + 0.1775670051574707, + 0.17068099975585938, + 0.17213892936706543 ] ], "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py" @@ -29,12 +106,12 @@ { "name": "julia_pythran_for_loops", "cold_time": null, - "warm_time": 0.0049839019775390625, + "warm_time": 0.004999876022338867, "all_times": [ [ - 0.005141019821166992, - 0.0049839019775390625, - 0.005079984664916992 + 0.00504302978515625, + 0.005074977874755859, + 0.004999876022338867 ] ], "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pythran.py" @@ -46,21 +123,21 @@ "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_numba.py", "error_type": "NumbaError", "error": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", - "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 162, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 110, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 106, in time_once\n func(*args, **kwargs)\n File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n return self.compile(signature)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n compiled_function = dec(self.py_func)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n post_ast = pipeline(func_ast, env)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n ast = self.transform(ast, env)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n ast = stage(ast, env)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n return _check_stage_object(stage_obj)(ast, env)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n reporting.report(env, exc=e)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 163, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 111, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 107, in time_once\n func(*args, **kwargs)\n File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n return self.compile(signature)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n compiled_function = dec(self.py_func)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n post_ast = pipeline(func_ast, env)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n ast = self.transform(ast, env)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n ast = stage(ast, env)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n return _check_stage_object(stage_obj)(ast, env)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n reporting.report(env, exc=e)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n for i, x in enumerate(grid_x):\n--------^\nError 22:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n" }, { "name": "julia_parakeet_for_loops", "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", "error_type": "AssertionError", "error": "Unsupported primitive: ", - "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 162, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 110, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 106, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n keywords_dict[kwd.arg] = self.visit(kwd.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n return value_to_syntax(value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 163, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 111, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 107, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n keywords_dict[kwd.arg] = self.visit(kwd.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n return value_to_syntax(value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" }, { "name": "julia_parakeet_numpy", "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", "error_type": "AssertionError", "error": "Unsupported primitive: ", - "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 162, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 110, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 106, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n return syntax.Call(translate_function_value(value),\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n return self.translate_builtin_call(value, positional, keywords_dict)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n fn = value_to_syntax(value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 163, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 111, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 107, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n return syntax.Call(translate_function_value(value),\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n return self.translate_builtin_call(value, positional, keywords_dict)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n fn = value_to_syntax(value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" } ], "import_errors": [] @@ -72,51 +149,51 @@ { "name": "pairwise_cython_for_loops", "cold_time": null, - "warm_time": 0.0036978721618652344, + "warm_time": 0.0036880970001220703, "all_times": [ [ - 0.004304170608520508, - 0.0036978721618652344, - 0.003849029541015625 + 0.003905057907104492, + 0.0036880970001220703, + 0.003885984420776367 ] ], "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx" }, { "name": "pairwise_numba_nested_for_loops", - "cold_time": 0.33107709884643555, - "warm_time": 0.0037238597869873047, + "cold_time": 0.21549105644226074, + "warm_time": 0.003710031509399414, "all_times": [ [ - 0.33107709884643555, - 0.0038537979125976562, - 0.0037238597869873047 + 0.21549105644226074, + 0.003760099411010742, + 0.003710031509399414 ] ], "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py" }, { "name": "pairwise_parakeet_nested_for_loops", - "cold_time": 0.1052548885345459, - "warm_time": 0.004966020584106445, + "cold_time": 0.10815906524658203, + "warm_time": 0.004828929901123047, "all_times": [ [ - 0.1052548885345459, - 0.005009174346923828, - 0.004966020584106445 + 0.10815906524658203, + 0.005046844482421875, + 0.004828929901123047 ] ], "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py" }, { "name": "pairwise_parakeet_inner_broadcasting", - "cold_time": 0.14226889610290527, - "warm_time": 0.0049741268157958984, + "cold_time": 0.13792920112609863, + "warm_time": 0.004924774169921875, "all_times": [ [ - 0.14226889610290527, - 0.00506591796875, - 0.0049741268157958984 + 0.13792920112609863, + 0.004975080490112305, + 0.004924774169921875 ] ], "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py" @@ -124,21 +201,21 @@ { "name": "pairwise_python_nested_for_loops", "cold_time": null, - "warm_time": 6.064609050750732, + "warm_time": 6.0968098640441895, "all_times": [ - 6.064609050750732 + 6.0968098640441895 ], "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py" }, { "name": "pairwise_python_inner_broadcasting", "cold_time": null, - "warm_time": 0.733447790145874, + "warm_time": 0.7723898887634277, "all_times": [ [ - 0.7495250701904297, - 0.7335071563720703, - 0.733447790145874 + 0.7834889888763428, + 0.7723898887634277, + 0.7904481887817383 ] ], "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py" @@ -146,12 +223,12 @@ { "name": "pairwise_pythran_nested_for_loops", "cold_time": null, - "warm_time": 0.00888681411743164, + "warm_time": 0.008841991424560547, "all_times": [ [ - 0.00893092155456543, - 0.008923053741455078, - 0.00888681411743164 + 0.008841991424560547, + 0.008901119232177734, + 0.009001016616821289 ] ], "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pythran.py" diff --git a/index.html b/index.html index 99097fc..1b04a32 100644 --- a/index.html +++ b/index.html @@ -29,6 +29,9 @@
    • Results
    • @@ -68,6 +78,112 @@

      Results +
      +

      arc_distance + (source code) + +

      + +

      + + Plot for arc_distance + + Plot for arc_distance + +

      + + ++ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      RankFunction nameCold time (s)Warm time (s): best (stddev)Speedup
      #1arc_distance_pythran_nested_for_loops + N/A + + 0.001 + (0.000)55.6
      #2arc_distance_numpy + N/A + + 0.001 + (0.000)43.2
      #3arc_distance_numba_for_loops + 0.631 + + 0.011 + (0.000)5.0
      #4arc_distance_python_nested_for_loops + N/A + + 0.057 + (0.004)1.0
      + + + +

      + All methods were benchmarked without any error. +

      + + + +
      + +

      growcut (growcut 0.006 - (0.001) - 1606.6 + (0.002) + 1658.2 @@ -131,7 +247,7 @@

      growcut 0.010 (0.001) - 989.7 + 1050.1 @@ -139,12 +255,12 @@

      growcut #3 growcut_numba - 0.799 + 0.728 - 0.044 - (0.002) - 219.2 + 0.045 + (0.001) + 227.2 @@ -155,7 +271,7 @@

      growcut N/A - 9.715 + 10.159 (0.000) 1.0 @@ -232,9 +348,9 @@

      julia N/A - 0.002 - (0.000) - 1812.9 + 0.003 + (0.001) + 1526.7 @@ -247,7 +363,7 @@

      julia 0.004 (0.001) - 1145.1 + 1076.2 @@ -258,9 +374,9 @@

      julia N/A - 0.172 - (0.006) - 25.7 + 0.167 + (0.005) + 24.6 @@ -271,7 +387,7 @@

      julia N/A - 4.414 + 4.122 (0.000) 1.0 @@ -345,12 +461,12 @@

      pairwise #1 pairwise_theano_blas_float32 - 0.003 + 0.008 0.001 (0.000) - 29515.5 + 32356.0 @@ -358,64 +474,64 @@

      pairwise #2 pairwise_theano_blas_float64 - N/A + 0.005 0.001 (0.000) - 15606.0 + 19971.7 #3 - pairwise_numba_nested_for_loops + pairwise_cython_for_loops - 0.228 + N/A 0.013 - (0.000) - 1717.4 + (0.001) + 1740.5 #4 - pairwise_cython_for_loops + pairwise_numba_nested_for_loops - N/A + 0.224 0.013 (0.001) - 1715.2 + 1708.7 #5 - pairwise_parakeet_nested_for_loops + pairwise_parakeet_inner_broadcasting - 0.125 + 0.165 0.014 (0.000) - 1518.3 + 1536.0 #6 - pairwise_parakeet_inner_broadcasting + pairwise_parakeet_nested_for_loops - 0.181 + 0.119 - 0.015 - (0.002) - 1483.8 + 0.014 + (0.000) + 1521.3 @@ -427,8 +543,8 @@

      pairwise 0.016 - (0.002) - 1349.5 + (0.000) + 1368.6 @@ -440,8 +556,8 @@

      pairwise 0.037 - (0.009) - 590.7 + (0.007) + 592.5 @@ -452,9 +568,9 @@

      pairwise N/A - 0.052 - (0.012) - 415.6 + 0.050 + (0.013) + 432.3 @@ -465,9 +581,9 @@

      pairwise N/A - 1.885 + 1.813 (0.000) - 11.6 + 12.0 @@ -478,7 +594,113 @@

      pairwise N/A - 21.815 + 21.808 + (0.000) + 1.0 + + + + + + + +

      + All methods were benchmarked without any error. +

      + + + +

      + + +
      +

      rosen_der + (source code) + +

      + +

      + + Plot for rosen_der + + Plot for rosen_der + +

      + + ++ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -505,6 +727,8 @@

      Error Summary + +

      growcut Runtime Environment Date: Fri, 12 Jul 2013 07:18:47 -0100 Subject: [PATCH 44/54] Update documentation From 7f8a7bb7e3c886fbdd8238afc89f63d2e52fe2b5 Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Fri, 12 Jul 2013 07:25:23 -0100 Subject: [PATCH 45/54] Update documentation --- benchmark_results.json | 442 ++++++++++++++------------- images/arc_distance_logscale.png | Bin 46388 -> 46417 bytes images/arc_distance_zoom_5x_best.png | Bin 50049 -> 49983 bytes images/growcut_logscale.png | Bin 33654 -> 32781 bytes images/growcut_zoom_5x_best.png | Bin 37440 -> 37621 bytes images/julia_logscale.png | Bin 41191 -> 41210 bytes images/julia_zoom_5x_best.png | Bin 46266 -> 46330 bytes images/pairwise_logscale.png | Bin 74292 -> 80561 bytes images/pairwise_zoom_5x_best.png | Bin 78502 -> 86663 bytes images/rosen_der_logscale.png | Bin 32921 -> 33738 bytes images/rosen_der_zoom_5x_best.png | Bin 35279 -> 36278 bytes index.html | 158 ++++++---- 12 files changed, 329 insertions(+), 271 deletions(-) diff --git a/benchmark_results.json b/benchmark_results.json index 652d9ce..887f5be 100644 --- a/benchmark_results.json +++ b/benchmark_results.json @@ -7,63 +7,63 @@ { "name": "arc_distance_pythran_nested_for_loops", "cold_time": null, - "warm_time": 0.0010271072387695312, + "warm_time": 0.001129150390625, "all_warm_times": [ - 0.0011148452758789062, - 0.0010800361633300781, - 0.0010271072387695312, - 0.001085042953491211, - 0.0010831356048583984 + 0.0011780261993408203, + 0.001129150390625, + 0.0011899471282958984, + 0.001146078109741211, + 0.001130819320678711 ], - "std_warm_times": 2.838226734742679e-05, + "std_warm_times": 2.483474858057342e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_pythran.py", "rank": 1, - "speedup": 55.603760445682454 + "speedup": 63.51668074324324 }, { "name": "arc_distance_numpy", "cold_time": null, - "warm_time": 0.0013217926025390625, + "warm_time": 0.0014188289642333984, "all_warm_times": [ - 0.0017719268798828125, - 0.0013248920440673828, - 0.0013217926025390625, - 0.0013358592987060547, - 0.0013229846954345703 + 0.0018742084503173828, + 0.0014188289642333984, + 0.0014848709106445312, + 0.0016069412231445312, + 0.001567840576171875 ], - "std_warm_times": 0.00017828781293511279, + "std_warm_times": 0.00015614268468165849, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", "rank": 2, - "speedup": 43.207251082251084 + "speedup": 50.54864728617039 }, { "name": "arc_distance_numba_for_loops", - "cold_time": 0.6308341026306152, - "warm_time": 0.011343955993652344, + "cold_time": 0.6530389785766602, + "warm_time": 0.011914968490600586, "all_warm_times": [ - 0.011427879333496094, - 0.011343955993652344, - 0.011398077011108398, - 0.011359930038452148, - 0.011293172836303711 + 0.013217926025390625, + 0.011914968490600586, + 0.012269973754882812, + 0.013024091720581055, + 0.016827106475830078 ], - "std_warm_times": 4.6205643652721673e-05, + "std_warm_times": 0.0017543594106137557, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_numba.py", "rank": 3, - "speedup": 5.034489281210592 + "speedup": 6.019309654827413 }, { "name": "arc_distance_python_nested_for_loops", "cold_time": null, - "warm_time": 0.05711102485656738, + "warm_time": 0.07171988487243652, "all_warm_times": [ - 0.06490111351013184, - 0.06747102737426758, - 0.05760002136230469, - 0.05711102485656738, - 0.05820894241333008 + 0.07385802268981934, + 0.08287501335144043, + 0.08482694625854492, + 0.07440400123596191, + 0.07171988487243652 ], - "std_warm_times": 0.0042790138775584373, + "std_warm_times": 0.0052692900176047547, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", "rank": 4, "speedup": 1.0 @@ -79,57 +79,57 @@ { "name": "growcut_cython", "cold_time": null, - "warm_time": 0.0061261653900146484, + "warm_time": 0.006488800048828125, "all_warm_times": [ - 0.008363962173461914, - 0.0061261653900146484, - 0.0065670013427734375, - 0.010905027389526367, - 0.008663177490234375 + 0.006491184234619141, + 0.006556034088134766, + 0.006488800048828125, + 0.006669044494628906, + 0.007182121276855469 ], - "std_warm_times": 0.0017028205900546213, + "std_warm_times": 0.00026068728868902679, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx", "rank": 1, - "speedup": 1658.216890445612 + "speedup": 1521.265873015873 }, { "name": "growcut_pythran", "cold_time": null, - "warm_time": 0.009674072265625, + "warm_time": 0.009690046310424805, "all_warm_times": [ - 0.009833097457885742, - 0.009926080703735352, - 0.009674072265625, - 0.01012110710144043, - 0.011311054229736328 + 0.00984501838684082, + 0.009690046310424805, + 0.009747982025146484, + 0.010010004043579102, + 0.012125968933105469 ], - "std_warm_times": 0.00058707615008017416, + "std_warm_times": 0.00092743994456575109, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_pythran.py", "rank": 2, - "speedup": 1050.0759808753944 + "speedup": 1018.6937972098516 }, { "name": "growcut_numba", - "cold_time": 0.7283158302307129, - "warm_time": 0.044714927673339844, + "cold_time": 0.7419929504394531, + "warm_time": 0.04468107223510742, "all_warm_times": [ - 0.04634284973144531, - 0.04483795166015625, - 0.044714927673339844, - 0.045127153396606445, - 0.04490804672241211 + 0.04468107223510742, + 0.04495811462402344, + 0.04470014572143555, + 0.045143842697143555, + 0.04512596130371094 ], - "std_warm_times": 0.00059364448275619282, + "std_warm_times": 0.00019969177322609225, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_numba.py", "rank": 3, - "speedup": 227.183883592467 + "speedup": 220.92554133805749 }, { "name": "growcut_python", "cold_time": null, - "warm_time": 10.15851092338562, + "warm_time": 9.871190071105957, "all_warm_times": [ - 10.15851092338562 + 9.871190071105957 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_python.py", @@ -155,57 +155,57 @@ { "name": "julia_pythran_for_loops", "cold_time": null, - "warm_time": 0.0027000904083251953, + "warm_time": 0.0025680065155029297, "all_warm_times": [ - 0.00475001335144043, - 0.0027000904083251953, - 0.0028870105743408203, - 0.0027740001678466797, - 0.002811908721923828 + 0.004704952239990234, + 0.003065824508666992, + 0.0025680065155029297, + 0.002866983413696289, + 0.0027480125427246094 ], - "std_warm_times": 0.00078502471074069009, + "std_warm_times": 0.00077421773523608437, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pythran.py", "rank": 1, - "speedup": 1526.6628697571743 + "speedup": 1707.7133970847647 }, { "name": "julia_cython_for_loops", "cold_time": null, - "warm_time": 0.0038301944732666016, + "warm_time": 0.003779888153076172, "all_warm_times": [ - 0.006330966949462891, 0.003980875015258789, - 0.003981113433837891, - 0.004085063934326172, - 0.0038301944732666016 + 0.0038361549377441406, + 0.003779888153076172, + 0.0038290023803710938, + 0.0037889480590820312 ], - "std_warm_times": 0.00094815162648249158, + "std_warm_times": 7.2328448273489634e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_cython.pyx", "rank": 2, - "speedup": 1076.2189231248055 + "speedup": 1160.198120348177 }, { "name": "julia_python_numpy", "cold_time": null, - "warm_time": 0.16725611686706543, + "warm_time": 0.17577600479125977, "all_warm_times": [ - 0.17735004425048828, - 0.17020297050476074, - 0.18008995056152344, - 0.16901278495788574, - 0.16725611686706543 + 0.1946580410003662, + 0.20620512962341309, + 0.17627596855163574, + 0.17577600479125977, + 0.19020509719848633 ], - "std_warm_times": 0.0050133208266918521, + "std_warm_times": 0.011537335043261833, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", "rank": 3, - "speedup": 24.645602496283086 + "speedup": 24.948906624275356 }, { "name": "julia_python_for_loops", "cold_time": null, - "warm_time": 4.1221277713775635, + "warm_time": 4.385419130325317, "all_warm_times": [ - 4.1221277713775635 + 4.385419130325317 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", @@ -244,170 +244,202 @@ "records": [ { "name": "pairwise_theano_blas_float32", - "cold_time": 0.007945060729980469, - "warm_time": 0.0006740093231201172, + "cold_time": null, + "warm_time": 0.0007531642913818359, "all_warm_times": [ - 0.0009169578552246094, - 0.0006830692291259766, - 0.0006740093231201172, - 0.0006949901580810547, - 0.0006718635559082031 + 0.00144195556640625, + 0.0011801719665527344, + 0.0009019374847412109, + 0.0008599758148193359, + 0.0007531642913818359 ], - "std_warm_times": 9.4741363688632683e-05, + "std_warm_times": 0.00025066811021245256, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 1, - "speedup": 32356.031835868413 + "speedup": 29522.606521050966 }, { "name": "pairwise_theano_blas_float64", - "cold_time": 0.004732847213745117, - "warm_time": 0.0010919570922851562, + "cold_time": null, + "warm_time": 0.001043081283569336, "all_warm_times": [ - 0.0019049644470214844, - 0.0011141300201416016, - 0.0010919570922851562, - 0.0011470317840576172, - 0.001085042953491211 + 0.00144195556640625, + 0.0014951229095458984, + 0.0010840892791748047, + 0.0010499954223632812, + 0.001043081283569336 ], - "std_warm_times": 0.00031890293765239158, + "std_warm_times": 0.00020178692750407861, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 2, - "speedup": 19971.725327510918 + "speedup": 21317.008914285714 }, { - "name": "pairwise_cython_for_loops", + "name": "pairwise_python_numpy_dot", "cold_time": null, - "warm_time": 0.012529850006103516, + "warm_time": 0.0016090869903564453, "all_warm_times": [ - 0.014327049255371094, - 0.013953924179077148, - 0.012700080871582031, - 0.01262211799621582, - 0.012529850006103516 + 0.002270936965942383, + 0.0016889572143554688, + 0.0016090869903564453, + 0.0016410350799560547, + 0.0021610260009765625 ], - "std_warm_times": 0.00075737315300995658, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", + "std_warm_times": 0.00028235971811823435, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 3, - "speedup": 1740.5050424325457 + "speedup": 13818.627055860128 }, { "name": "pairwise_numba_nested_for_loops", - "cold_time": 0.2236039638519287, - "warm_time": 0.012762784957885742, + "cold_time": 0.2662639617919922, + "warm_time": 0.01266789436340332, "all_warm_times": [ - 0.012762784957885742, - 0.012943029403686523, - 0.014220952987670898, - 0.013149023056030273, - 0.0127410888671875 + 0.012698888778686523, + 0.012672901153564453, + 0.013054847717285156, + 0.01266789436340332, + 0.012642145156860352 ], - "std_warm_times": 0.00054882188730400816, + "std_warm_times": 0.00015480776659362628, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", "rank": 4, - "speedup": 1708.7388989557453 + "speedup": 1755.2540605649972 }, { - "name": "pairwise_parakeet_inner_broadcasting", - "cold_time": 0.16484308242797852, - "warm_time": 0.014198064804077148, + "name": "pairwise_cython_for_loops", + "cold_time": null, + "warm_time": 0.012710094451904297, "all_warm_times": [ - 0.01450490951538086, - 0.014428853988647461, - 0.014414072036743164, - 0.014198064804077148, - 0.014367103576660156 + 0.013116836547851562, + 0.015165090560913086, + 0.012775897979736328, + 0.013062000274658203, + 0.012710094451904297 ], - "std_warm_times": 0.00010235518138599571, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", + "std_warm_times": 0.00091319850923192425, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", "rank": 5, - "speedup": 1536.0027875266578 + "speedup": 1749.4262614894017 }, { - "name": "pairwise_parakeet_nested_for_loops", - "cold_time": 0.11854982376098633, - "warm_time": 0.014334917068481445, + "name": "pairwise_parakeet_inner_numpy", + "cold_time": 0.1529979705810547, + "warm_time": 0.014486074447631836, "all_warm_times": [ - 0.014519214630126953, - 0.014384031295776367, - 0.014334917068481445, - 0.014803171157836914, - 0.014627933502197266 + 0.014554023742675781, + 0.014486074447631836, + 0.014583110809326172, + 0.014613866806030273, + 0.014309883117675781 ], - "std_warm_times": 0.00016948140948854442, + "std_warm_times": 0.00010834107510291571, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", "rank": 6, - "speedup": 1521.3389106029106 + "speedup": 1534.948139370299 + }, + { + "name": "pairwise_parakeet_nested_for_loops", + "cold_time": 0.12197208404541016, + "warm_time": 0.014519929885864258, + "all_warm_times": [ + 0.014519929885864258, + 0.014620065689086914, + 0.014577865600585938, + 0.015141963958740234, + 0.015472173690795898 + ], + "std_warm_times": 0.00037599773727624774, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", + "rank": 7, + "speedup": 1531.369172919985 }, { "name": "pairwise_pythran_nested_for_loops", "cold_time": null, - "warm_time": 0.01593494415283203, + "warm_time": 0.018362045288085938, "all_warm_times": [ - 0.016980886459350586, - 0.01593494415283203, - 0.01618504524230957, - 0.016067981719970703, - 0.015964031219482422 + 0.022470951080322266, + 0.026806116104125977, + 0.01881718635559082, + 0.019889116287231445, + 0.018362045288085938 ], - "std_warm_times": 0.00038725705019333143, + "std_warm_times": 0.0031135252053063347, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pythran.py", - "rank": 7, - "speedup": 1368.5813334131306 + "rank": 8, + "speedup": 1210.9420639867042 }, { - "name": "pairwise_theano_tensor_float32", + "name": "pairwise_theano_broadcast_float32", "cold_time": null, - "warm_time": 0.03680992126464844, + "warm_time": 0.04048895835876465, "all_warm_times": [ - 0.05609703063964844, - 0.03784608840942383, - 0.038075923919677734, - 0.039633989334106445, - 0.03680992126464844 + 0.06490898132324219, + 0.04048895835876465, + 0.042756080627441406, + 0.043385982513427734, + 0.04166293144226074 ], - "std_warm_times": 0.0072586782384234192, + "std_warm_times": 0.0091873354250630417, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", - "rank": 8, - "speedup": 592.4562283019845 + "rank": 9, + "speedup": 549.1712783309681 }, { - "name": "pairwise_theano_tensor_float64", + "name": "pairwise_theano_broadcast_float64", "cold_time": null, - "warm_time": 0.05044198036193848, + "warm_time": 0.05573105812072754, "all_warm_times": [ - 0.08517885208129883, - 0.05388593673706055, - 0.05044198036193848, - 0.05351614952087402, - 0.0529630184173584 + 0.06358504295349121, + 0.062196969985961914, + 0.06196784973144531, + 0.06471896171569824, + 0.05573105812072754 ], - "std_warm_times": 0.013046447698768754, + "std_warm_times": 0.0031175789478116354, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", - "rank": 9, - "speedup": 432.3435947610472 + "rank": 10, + "speedup": 398.97632971555447 + }, + { + "name": "pairwise_python_broadcast_numpy", + "cold_time": null, + "warm_time": 0.11299705505371094, + "all_warm_times": [ + 0.16770696640014648, + 0.1142730712890625, + 0.12636995315551758, + 0.12235498428344727, + 0.11299705505371094 + ], + "std_warm_times": 0.020109412518821729, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", + "rank": 11, + "speedup": 196.7783409010347 }, { - "name": "pairwise_python_inner_broadcasting", + "name": "pairwise_python_inner_numpy", "cold_time": null, - "warm_time": 1.812877893447876, + "warm_time": 1.8923559188842773, "all_warm_times": [ - 1.812877893447876 + 1.8923559188842773 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", - "rank": 10, - "speedup": 12.029639279824814 + "rank": 12, + "speedup": 11.750100918268046 }, { "name": "pairwise_python_nested_for_loops", "cold_time": null, - "warm_time": 21.80826711654663, + "warm_time": 22.23537302017212, "all_warm_times": [ - 21.80826711654663 + 22.23537302017212 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", - "rank": 11, + "rank": 13, "speedup": 1.0 } ], @@ -421,57 +453,57 @@ { "name": "rosen_der_pythran", "cold_time": null, - "warm_time": 0.004589080810546875, + "warm_time": 0.0050508975982666016, "all_warm_times": [ - 0.0048029422760009766, - 0.004667043685913086, - 0.005368947982788086, - 0.004589080810546875, - 0.0069501399993896484 + 0.005110979080200195, + 0.0050508975982666016, + 0.00935506820678711, + 0.00616002082824707, + 0.006747007369995117 ], - "std_warm_times": 0.00088066483518022356, + "std_warm_times": 0.0015720136011758074, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_pythran.py", "rank": 1, - "speedup": 2155.046602244389 + "speedup": 2051.208071748879 }, { "name": "rosen_der_cython", "cold_time": null, - "warm_time": 0.0060079097747802734, + "warm_time": 0.0066051483154296875, "all_warm_times": [ - 0.00866389274597168, - 0.0060079097747802734, - 0.006549835205078125, - 0.007153987884521484, - 0.006047964096069336 + 0.009619951248168945, + 0.009685039520263672, + 0.009472131729125977, + 0.0066051483154296875, + 0.0076258182525634766 ], - "std_warm_times": 0.00098173981209936142, + "std_warm_times": 0.0012575114548980353, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_cython.pyx", "rank": 2, - "speedup": 1646.1104408905114 + "speedup": 1568.5403912792376 }, { "name": "rosen_der_numpy", "cold_time": null, - "warm_time": 0.04072308540344238, + "warm_time": 0.0492548942565918, "all_warm_times": [ - 0.04961991310119629, - 0.041185855865478516, - 0.04138016700744629, - 0.04182004928588867, - 0.04072308540344238 + 0.051621198654174805, + 0.0492548942565918, + 0.05031394958496094, + 0.0516200065612793, + 0.052683115005493164 ], - "std_warm_times": 0.003355597429926391, + "std_warm_times": 0.001189166859178096, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", "rank": 3, - "speedup": 242.85200667427767 + "speedup": 210.34339997095697 }, { "name": "rosen_der_python", "cold_time": null, - "warm_time": 9.88968300819397, + "warm_time": 10.36044192314148, "all_warm_times": [ - 9.88968300819397 + 10.36044192314148 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", diff --git a/images/arc_distance_logscale.png b/images/arc_distance_logscale.png index bcde5fce764d20c36be88e9ce51b32aec014e671..9274a25f27054689ace85af41a5c95cfefc74674 100644 GIT binary patch delta 29057 zcmc${1z6T?x-I_Nf${kXs3`C$hzJNur`Sq&N-5H%v>^Pj3q=V5Q9XCK@eo}K;K zA(pC?%0yoj^x{sUb$y1)#uDF1rg~GZ0H5TK%erpv>0E#Pj`{kDADgT~uc+QwdQoL$ zo196xZ&2`V(>+P8tezd`IvhXjW~&l&ZL$-|ct7c8IMCyyUzhdJ6@Mx{weiYU+T2g! z;oyh*^M9nBmRhV$&Hwqd#bWLMCx4>;U)}ikeewSP_ujoQ_RVc(?$r8()tiMsrG=E4 z9zIMR7K@E*G_nMwx3KUCqn6`jkd*s#&zW(v?dx^Izy_tJ`!V9{8!;Z8jUwrHh_yuE2&AL&uZh9GHO5=->DiX zm`!TQbC<~R&r#LZ4!SR5mqg7@wq~Cjf0kOhfYx?ZbeFTWexG-rU+89j6hGmv8)jCTIN)Me~ng`)_!A`zI$S zA2@KJI_1Pcg`nM^qk5Y1J#wCehqn(5Bo`L$OSh;xa{RgV&Xj_1p%h-d%&?zdi{nkp z?yp?6N`2oxFFbTY^dmP}3FqEBjyAWVsT&O3vcBKTL-|tct*3>knR7CAwO8+pIYfy& zc80BF;ChR}-@0|HWmVLz{HZ~?tHav0M@!zn$L)*g85ue3?CcI7InsSgq=oZ`Wd3Bo zgw*&qzm=<32V`Vql-%1D@7&j5(N!7g>`^d1a@=X4MSrx}B{VlT7vGKAVBq?gdh7F~ zELh-Ze}8{B#_sOO@f_zwyp6__Lo3d@yT@DB#4(B4N6d_UU3+yp!?ro@xlLn3bJdfi zRHyInH%gtsLg$ozHef=8VT@&AvUT2`DsCc_*MoDVepP!#U?cDg_ zHdZ6SHI!~M<2m#x|IG4ssVE&X-r zR$4ZV&lQ-(9hK{n^fj^_Eo3V3*wsn;5|NRSu_mSW@Txid0s`qS1C#-lt9f;d%HgCl zzrL5beY<4~1?hTOBMjJ$d=S6Mx^E6bX{UU>ETwFP!9mtlUc+fe7@u&}=(qoOQ_ zIxEO>%Ac9A%F4>B@2yJE5s;~S`P?ASjbXx#M)O*@5o_kTbLYpcInN(F*z)!BRaRk1 zNl9-*YP!bsI6}s1KkD5n$+5PJZ?YUZte=~hnQi|3`SX=}YvDiFukU*^{Y(4unc;4Y zaO?u|OU(rB6R9>6LtR(io#KCQn)=jp+AYL}!|&a-8#kWKOyS)(<1d{J>G4HhBO)Vp zDC*nWbw#K6H$8p&bj_rxnVE!Spttv`aD;;+*Zf874x{ag#%~qK?Ihzp&-uOt*n7brQ6-%FP^TM;9ICSI) z(+;IaXqarTW0JM5vj{O{rSRhM@_sIdF2@OSl?zR{#8YyXTDq-9u;x-VcWLNy5akWhgL!I z9O1_^Y=uXgcds(;{q&Sv1bf5Q?(_w!0iOZSx96-+;8CmGba zP9}R~>AssGdBv2l$AsfqSJ%#PpS{nr27CoAt2r-Ux+Ho|ug+RH9+8m*r6g>GqOaHo zJzv)ypwVm{if=PlMacN2VWlujdp6ltbox;{lp6Ys`GdFQKm72FLt}EJ&rZkVUV5zV zb8Cx?GF;1|Dr%xV(9l*?@fMSidXBTrb`Fm2&WiBvrmR%Ni>Qg=p3@tc*+rMo1%Gb5~ze zmRjYk6h~m_yHl!P-`ui!ncHJg6BhuqA#~=;p}tQ~5B4=?Xr-E#kp~Vgdp=v6ZBoh@ z48U{r=myK)kgVcy6H`-5>??|d;V8w2-6=j;8Nfdsr;i^yc5Mx_ctomMc{k$VF7+}R zt#Hpm9*m&z)iunj7niQ~fAlB`;hrRb^XJdoJ2+G!<&or#2qMu`S78`aRaLdU{==#9 zcr2rpl8@M%U0OXZGZkA4_k`HxS0GQNS=aO5+PH^0;QI~0A>U)Nd$`W9PHMDCE#~QS z>-s0iC_TuDZeyRX)AsffSyeD-0$}{o7f@?$`JiG!KqvR!HrV)&7c`V&ia9d-ob} zYbJcet+vZ-m%CT(wO|ohOg+O2N=jO%Pp34?a~`!FVd*ei!CwAI>Uf*3y>Fkc&A5)K z0Ye%yjYiM1fRRSacp9q~-90t_3z+K>;-hiuu04AyCTjCuK3gofL-9eTiI6Vi%wC7@ z-bH=UN};?%+WYtKzc20-7ey&Pj5G8cKipH7T<1QJ7ac5M#w8`C&q__5dHg1L_lXP7 zo;^#rS}C@wiBi4c>xp&=ps^$L{g-^#&?S_@>)%H+HRSQ)qj8y9L&&h>$J968(k^ z(ZfA;JtY2B00Jg7^4MJ}m1g5A2&HCp5a*p=Tyb=$E4vF6TDsf&fWDkuE0XP0`&Z34 zbs5!)1IJ2@uix%hadXQC!rRWu%4(Hq(iQ6Kd$Mj8Q;7uXpi=rg&LA(F#GT}V8C_rN z3sJZjSyK~(rF?dx9}+W*Jv}MUIF;}#Bfa&;zg*2v=;gU-V16{m2iyBtE-$9h4j0cV zETCoHI(+ER+uf@G0UFbi4e}bq!y`GxoqJ<`{5YMc{qz8W?z2Wu0fE%}f)-DJnJtU1 ztQOwt$6oe8Obt7RtC~&o=|oH`_6`;kixxBPsXp zywMglyj%c~pU31#7sAKW{Od`a-`@v^1Bb;Rw{`BhOe+1RO*=(IM4bAYbO5O< zffUo-hAoAxYUPzAe_mR+aABHFBW{=`)12c{_spd9#<|-RV7O4(eIYr%+#eT^Gs6Lw zX^r!o#rT7xI{#>imBVoYO=C7`twE& zrpLbeh)5+2C(fxSbJ!A$!aqZBqH1xst{05=h``WeTMaVszI?p01VpQ0^BB>N~ ziD%fg+8#Q3lw9XZK|w(U-pv^B_syrLl<{g5o(YBpEl~xyDxgS$bg1Z=m#(PZZehPL zk$UlSd%KB0pJ7Yq$Hy0c0t_@T4|If5!iWIomo8n}XqsA&hj@eVpV%lp*((sP5`Ki- zX5E%8)@fFCACAe$?D<|6VpdnTdlj3cWYe{4*G{|IE_rzI#Kt3(rDa?NCMw*qtMUpm z@H!?Y%QU;z7VZ3VS^D6W#$I&RC5Ng!KCq;yw6t{jiWPf+#Z7X5yrer~Z$IdiZ09*U zUQVs@dw1%6ut4;&bWc1tse*2y93|hl=It$b#Czk3Q>RXeN`A;_^|Zo5dei@C<}2&$ zZg~zr>M8c(=Gtt#*1g7fy(3ssw-6#W85kHGIdtd}K;K$6A)%Vjd*d||`BD1a`g6PN zM)Hp!7%EU`=2$s$5BxL>^)Qtj`D9!>sU0Q1Df~pyl{W}$w}3%E4cpZ}izFkVhbrqz z9Z0UGpm)1({J6o?6u@hcOU2x|^9NZcs7eFa4<9}pYuB3JjaPQKiICzLs~4^SSTVwj!FzL0??`9DM^g)s*0A#*+QfBFHbmsdGkb9bSMFttCQJDt=y2~ zlDs}1S!>D9p`mI#S~@Bh4@~WA%AQmq+)`4_Ngk-MWEB)NFnR+eKV*GdT)(a!pO~=x z_V(@v-X%0IiKPo_nLDvnZut0UIXb4v`g3kgt=DU_s!mN!6*~E9dBCpYn)&(p*x`4v z-;Ap|5Yn7`%oZEMx}(>gM$0r#xi-n%2_#N(1DASC7^-b6 zY>p-QD`H3h#sa#sYSR-G#$=-sGQi&c*?nOfuC9gynbg$Jt7V>>Hf^F%dh(4pAjd@k z>54t@_+_S|qLO>LOs1*1*{QAY{K?I;pjFfmAk#2r$bj5nsQ~&_5X)vpsadUc>(;$? zw$@@~Vv55^O607<9EdK~b_qj_>>lc>;?mDfdv4d7bd|;J?TLbc{7J=|8~ADwr(^NL zvXrmeXn!ICp5@q&&$SsHDCfE{SmI{~BZl|9#QNWl+L0<>v4E!c0T**Z)aV)66D-dk zQiglPpsMls@nYErUM!ZT?XH)8tohc}MZ%dJ*O*Y3F9DfZIXUsv>`bjNA0MC8ulE9& z;+pI0cd+Y+oUh4ppv+zu7jtuS%aPIr>82W4_>0s!npdg#xv>;dK{OklJ$sf(z|=cc zZV7-ev)3kVm!}UUT;f2%4gUI-YLW5&Q$wD62D04_8NA57iIKi|Eb0J0Lj$>cJSr$; zi_U-;a!EAE(?!MV()T5iP`zFS^+{?a_QMz<*#@k-8{G9Y@x$g%%~WTp}P85r6k?g%dfm@c}oAuKt98J$RPST zDEgcx%Tjn6vW;FWMA6Xqoi2CLDi%rYswf2q=S?)djjiixwwI`Z6*Q5Tqn8kK_6~Q~ z^dxy)f7|Ru>*4(lPO7)pI%gyyfv0CArv&Q3-oc)qKUpzN(V@;PCUtmNU@@4PYybR`524H5*l+@4%V5!q_p`H`(Y}cKooff7j3W!0RY%UsY zmURK+gYVIyo~kI8ALuWoiIPJ7017l(;o(1wURdx5Bs218haqZ;Wnq#`Tk|~tdpD#W zBqO)sfY*{}M02KcPHYhX)01Gz-M%5O9jvIXJlX z>`_6jg?RYdn@0EAv?0wxl4&{lXHMaJE7pV6RmSpspugtEI-fu0mME<-a*i^`M+zf< zF5jxB3vv(@<3s%;=fOo$^cy#J_VV|0_S7b-;lB*5tjS|zu4aL1oW{ks0W-e(KX{OE zZ`W~g65R0=U-5z_CZ|qyPLB_8OO-lp_)0gpMs+rSde;7$iEyhc|2M4B>L-V97C3Iv zI*rXmAP|6KO;eTwU9TB`@XVXIBs+w9f=ZgQD2JL1J3~T%yqf^g3T)D|4mW83{+&yT zTYs;{xo&p)5sxpSugb4cFYJ>{Cj=@2ojKr%P@Hw;j{b&g|~ zFLow}i;IiRr<50_jhN}0#|M`M@aU+vw6w&5%(}9cH3=E>YOxsDDQpWumLjonv9ljq zO>GvgzO-V!^#maY4j&fV5{}$~;94t=+#3H+$a$6k!H_c9W5-f950DiYy4QoAiHQrb z_41V~amd{hs0aHdZZk`0nx^WIsupRW8fr$fL%Gz-6)RNa<-HXjNp_`tm$m|9@rC;G zg>VE;k40hvM!)OW_b6{_uyiFIogac5!O_4B z4BAR3PXe_)p{J*3M^&YfY@nZrn8Sp#b@#}xZ zLHC%E@RGUtZ($-S$C=-D^+F!{5X@jKq=65-U!R}Ycm?CRWp5NoFzeW;Bid9y#3+Mv zKM$9IUkN|zQ(G`I%vTmFZAeJ}8Ze8fU>h1l#Kd$~tXN@L8F3weE)p-%^Bl!A#5YZ7 zbA(G_-??MQQ7N|}WxVGMgqhCR=ts|DBU1zd2SWo71MV}hu-L9nSvmPO;>5=8s%Rg; z&lqY69pk6PPmri9)Rd$mAp!NE7EYtf*Gx7@1Z^LStW*0OD_xhwZdqAXr~ygtz2K`# zcCWJXssUSYpvD>?+BOfEoTUHsM1>Gxa(PTo^)nMWo2JYPrU;_Y?9xs92>Nm8-HuT0 z(O@t|C<>@(Oq=EBmzP0fJ+n<+>_3qE>o)eNdc*_<)2lJqYqNKqeW6c7ly+qu3I&@4Opp2Q9cx<@@--&$To0hY zt-^jtJM;BOj>odqOsCcx$W&rCgAGbZ`r=$JHEKTi?VYfVl>3N3sz;*v0gN}kUuadE z5KMq6wnJmDz~2$JE0WnQAUPo%Jf(6*=Qe4y(Ne~?Z74`E4lA2mOH1W|5;akc2$_HU z3$e*#@ZFB=(H3``2`C?g0Ktr%*~rrV?Hhr>gt7vg0^V?&jAd*7w4ub~rXwKV&mR=Xk6SXAe*X(NF-Wt2dto{#!knG~o+sz@0d&@e?%Lm2 zpK2y#+myM`$0;xUEv?Pj_u<3D0cX$X_YdUF0vB%h($f{c)QRbjlM4#wN;JP`$(y$0jz9{T z3PhkVe&byMktiA5M*QKMjHHgDurG;9W>rAQIcPO?AU$F*O0B1x@EbYb{IM@|QnORP zM0#0K5q&N8X-w|`lZdHwPQAcm_l~=Sb>A+&MJYVTX3gHcdnY_?n;sH7t_ftWhQOO< zR?gBB{)l#3J$Onay1l?!1!tgdIxXxb)vaxZRiE(5lf*=uY1geRm@V7VsHHf-8kBfP3pm2~m z96zqP`S19)h&jFuq<__l01{&N{WK<PlCa&#!#AXyxJZlxs2F5? zfzQ$$yHwL{8a1)Gs|i1icjQ8~1f8Txr1e~QQ`79^hL04&Ey|K~QpN5FJ*SF=Oe9RA zbs|<H+Z%DD54OAlJb!yAg*b zhN_epfab9(#-fs^ZwXpd9zu!*aFw`pDsJLoS zjSg4J@yYlScm<}&@{RYVhRieJAQ*u~B0#j0W!qh!8eJxeWL||hF9>ml@Zw}}Kq#tb z*_%+eSfyK{?0|fSL0KT`p3zM+zdJQGRSk}6mwvW7_RN{gl(B-@X*;qKp%p|zo82yR z;>3x%)hSGZ=3x*zEni+*K_G%=k{;HtY!@z7i^&AfVBu0`Tl3^QXnjHmAoB{^wMYUL z$UyP)m>5!__U$WFVD537rem@LrHbI0*Wxj%pQw|11UR1nHV{4J4T-2c-b9A2&Dn^5 z<^BEzO%d1xG59@+sedaMf)-BNwB|Q|Za55f!Ht@klr7H|qC3Cg>R$tY4G%QV-qx4g zlDWCLGiSxVpQZ2LQ|cwp>BlcmJYCAjE~68e>iDznrlmna);SN4hx%)18+?O;VqU#E z6d4`Oy?y&->7wQrLFX@@6u@387<#>KKr0to`>*~d7Nq_Uyfl}j7Z;atb8;TrvuDo@RFlqPKC-!D&5w#Et})${KXu8_He|HMgTC@M}X`B7@={ykraL`i-!1x<}! zL_$d8h8A6KLjSg`OaX-32j1|H5Q-tSID#oTFf48V?HU|BF+d`g{Y_b~^_Xo%ki4L2 zse|W9mD}kLrZ^V=B~cdYH*o-gFj$NtM5n&Ke!{lHrR4oPN6LBUlEL92jf>)|ZFR1t z!<3Zw>w^Rof?6ofgmVYa90&E0aO^}^P*N%{a0J~rl+o+Jc6fEw4A;w>UsSe)-umJ! zQA?`RroQDVZO{Hb8|1X`ME53Gn>;GbH4%7)pdJlSyy?ngI7mA0Qb$?tf+|%E-J1w~ zr?cKHv*pq=E_K0X;M8Iv=|JI{B%b3)Xp_}&-+(0H7$oAtARCo zk5@mAP)teXNFG9G2frP+&&>%wvGD^hd2gEXA)YU5MC+mc3p)2|pLKIX%+**^#7)Tn z6+A?gGO5cy_3qDf^NIsdGzW)=YZk4Q3`3mc+OZ@0qmW+a>HYAiXk^*96SEG!+?ANo zQi(GE=DEF~6}0>~6x8F?caD#Zaq{rUS5#E!K09?i!pdh5*ah1}9{SJSdh6#ium`2z z{)PRCc{hLAM` zVms|!7pEZynNSU+Ptniv2V&u7kIo(;kPHz4fR#DtKAF!ZgP`+EMC(!06CVQ7cMKM1 zUEgHKaI%5Num*uQ0BfpXEy>s-nRV4@8P?z-K#v=~D=PY$Z45g~&*!TYYb~rsL?$N) z9b67!Qvn*aA{?Gpt35q=n3yc!U8{cQw*#wE6Z>mU58AeE8$GBB6gEfzt2Ui%E`SbM z+v>ALOx4!bmY`=K$AG(cACq(u8E8<6YtpS^H*o9P9vKnQ`Lvj&%GgJWLxd6$sYy08 ztV}Ps}CyP$;;iR&JZ&J(_?|p4Lol)dhym%d zo9%KRLoE9(zGM_Vbf*$@Oz2-&shk>UhXGyIZ{F9x_; zBzG;@?Rx7MFt(k-Ao;UPP5mf3+`uO!qyY<~IsyeT2?p@$>sF>0uVba4vwMuxo4G-z z6SDvIw&%8hNeMl1&jGYlfk#g4OU@m3lqM5 zI|bJunI;&50)S+!Eg=GGAj`l>VrdhKD!930pD)HDe8qYW?TacmwG2HpNI<)@^`IaI z*lLmt2QXD5{6C(_MI(k6SGysh41_OqS zKm)gTOa?M_-47(sKErGc@1^vW;J5@^`WGnHyqSp};YMOn-G6Z@*o0!!+TiUEo?X&l zM44ZUMWB&kt6vkNQq-{b@2c65b;9%RBXgAT&goDKy2?aa9bJ{ScRhl;0p+=kDG5Oe zDA$RDCm?v7vRn6XkMR}uu8Y*#y(ue_c{+XpZ#LAlbvpc|A2Q5Q@3{sPY5M8U2jF`# zhigoDx~C>S8Z<=1=Q*Fa9;-l#S7SApfm8g!304yA8z3nGax#nAA0ov1S$6IMME*{M z3I`MKbQcGz=EoN9F zR`oEn6~cKt6ff`bnAX{JU3Ho0N0QN3y+53AvvS%h+XS+f9WxM`-QkFk1 zy$tMZ9WFEc@!(pqsrMPy^_9Fo2(3+>c88<-K?3BKh61WU5s4#WnupFH5ZYVe8KnoJ zkB5ea7B1o`-8fz+SOWE`pIcSIE^qiA!CugcEKwuh7d`U?t`LCSMgiy}0; zbw0l82nJdR>@b)NHCP_M!OMzzQz3M3Ug475o4UWK#M5~_E~wd%q4h)xvn%q_9;jig z6x^}bhYMyW3rIa+;QD!qOr7Z|;FdU4rL~?&RKCQZMGA%`wV%yzC2!VOI(j~YJuAm> zvQ-Y!NjmC9hmz7#wF3uUI$33694=hE7yxH25|I@q3H8-IND~x6Eilp%cMCiFr*ms; zhdVZ5T)cYP)*UE(hfgC{GF@ zQj&|q;dGDBFbNcz9u$3L;>2k6h9!YjxAj91=nr59^2kI^D|0(~n?8;D=yt*~Faj&& zlg*^V=^-xWXYpf4XIet*DQhv(Rw7 zhy#|uN4FQl#}136NWzOjQB#y{L?{LmN`flpE$NL9Ycj0E+8fele~ncpPD+yLKTR<& z*7ov4kS3fG^h=kqtFQxqSCQo+9x9xddwYLFdMs z6O1pXpae#eS0mxK|!6ps(QLmI0#lII}BNYSUi|VCcoU|qi1He znHJ;aRrD3aMxUOU9H<=ulSRDn{wFrNeGfLXb)CY%V|Fyyj(Df&9Pj+`xv2JV1|1s+ z+7MxzXIAB9Wi=pgQOr;YR$FE27@cN;ePQl4$?!3e;*~pX{M4aCG3W3Hy3%LYreH!~ zwzd0|@;JikW<$r?tlO;8p3TMm5ms~&9c%MZnZ|*j)@i-($_DEY!b>2bu?cBx+6WKt z6HuUU5nJ-yN1r#=J*%yGAm)Hqj3IUM(_)GxwMWFUQyFi`$;E6!mA4K;njE? z#UK3Ur##-R?bm}DfmEx4Ih)u{TLXb-+qd5U8X7_zibej6qfq`~`W(?r0QqLW^z2kB zi(BW`p1t6OYB6lXZ#LV-Ah>qJu@3}149mOuKuaDexq<(ki;N2(i4c+`{oJ@cA>@eF z9PxvcLjd;XpfWCtUj=_jz!KJuCUA`g+$6B4cA>SUmO?^;3~r{8s9V!8d-o_y1>OWR zoCvr8`-mLiYb}6k6cQd`d6}RLVkM#uGMUCrC#HUt;CdK}2+d7)H_EmyY?C^C8HD$C*zKx5H!=|KB>6V9$r7wH z$iWGzWrH{WIX6W82bQ55YkKEo83$e_p^W%Of_avEs%8Mhee;_G>eb{4B zfDw%iz$cDCC^BBy*F%UJJplO*V`5`<1v8QOHGsMWJZ&LFf&tL6K#D_m19g;cnry+s zzO5V_M?fPWDqO`HhQ~wM8sRIs7OBbTtA%LQ|8TMv|Tm(Zmcq$4z<;G%((-6&QpK1{V@^rh2uBegyNk zGLridAC^R3{cQRPz9}SLxEXzMC(`W!;}wRK>=`$>W)cP7@PNyU92#;=gp`0SO)6m` zq)NdAMEop}w}(o&lg&}d5n>R5Ckhlb>Md61je0@yQ9Vg@ByF_LQZrfvV3XwvymHJJ z+3s;l%5F3P=`o@A31pg}!*_WCBH)D3#GR5h8|4kx9-sK;r!+)*K;GVEk{$Imd^p4X1TeeU5X8GjAL^sSW72L_W zPq2zeu?9d;37J>$)Z0I9J^^R&%3)Lp%*ZHtjys>p<+DNXy}?xvZQlgvxQ z#!i`S{i^1t;b^8WwLulyhV#ytP|-*|*3w6FH-5vVZlZGlPTEAgY@ z$0Z0%E!rbsU`MkeSvQYA$%hClU>i8WafBZ)3IBi4Gby%z&dZWd|07rX|HtpB{~I^? z-`rzv{QoEP^S|mB=JZFvjfd!tP_GUX!#w|sNg`W7w*Hw(00>ANKGGH13TCPdNT^)$mp2%(VW1|) zOgmIqpr=TyB(VxX5kq9kbJ{Wgn##0=2{~_}PoX7{0S=b>wBx4MKsoV+9>qSae1?XG zq~(;Pvs@#}ak?fKFaS&v&enHti@5$U zLO)P_8YoXr4vwf}U+2DNbQgejwzws)_^`%~8CGiTUm{DcvakA?^r@uthVlKxtex%K z`%XqRDjIZKB?j!}w@kb@k#%3!Bej8wNj@H;pL^=*Gn3ZdN4)-BQFjAnIRgZD(yv=` zCUebcPbyR3-HjU0y3bp#)H$$Dy1oh)5E%Hp)$BuV$FK1R-rn9v8cRw_2{Yy%d9WFZ| zA)#oSfsGfnLxZA|b2nWWYen-6GqIbYz^NC3tz@W84T7O_M{Bx@bL9X~0Za@Yd6a++IK z-oNwbznKZXG0f+yF(uFfoNR0df%Hs|o)4{GRkZv4n)8KU^3HVur+;%4FT0I0RyU}m zMAl=fzSuJGqvGdvpG}L;FHzUhDAn(*{Xutyo1ee3SCqzct^DzMAEDoA%E*F#Zae#Z zIJlK!Jn2kZoCE^0zRx*Jj~D+*onKcASkl#w+04+@v zUZl9BBw>jwu_bY(j??3HrQe^&hJ_XOibip9aq&wmobp~c=jQwP1RX0@FMOA9CGHfG zxUqB1C66<$I+EcM-xXz>PBq^b3&^_7z$)j=1h4U)8*r_L#y~}?HtmGL}fPKH$IY*B-P>+}QGn)HpZM`?rj>dUdyQdl# z9?H_mDk=Tom-F7{-$zehaYrlpAYx9@-7k08UO!$n_28UIl*xVOWuC7z{0a^#${%>Y z#;Xvx8|#8MuylK1sfqJk(A($ruB=4E!1+;=iEV0lVL4|?n+S*|d+~>+#dDWj%z5<2 z!Q1p#2OS0jg6~;4Zy8(Xmw!-4ajWUFeQktiZ?+9AZTBs0=a-n+JCRp`k_5?UC4L z_0>6N7>hnWBI1y6hyuKPzs*nYZ#&l#vyN>>X}kTqcKcxFW#p277}=-V2LwLc;S$`~ z%ZX7;FinBcjqEME+@Dt7@y`n$ZR`N)bvX6Ck>?q-LAvFqNI3RU>_RZBJ7F%^nYrLCqJAa?lb19Pg1l6*OnyrG>S( zab5Bp3YA~b3m=h={5)R%XuoG+>8aJLSC@SFplM^1$P4d_S1!}mxrZsFF09io>m-!| zN*)jC%~u{*P~k_d;G-hXNAjm#{`i|$zu{Ev!SglV2JU@At63yJjsA*H&X0qUTMG6s zx1Pidbwk5s@Gl`j^Wu1+ThM_|-l)<8K>bXfMW*U*%t%IeFuM$TNGk=(C5<&D=bnNl zcXF|&0I>xqDBOym{HzS8rw6Dybl-Sn6u*Amg-0`eJ-=~N*fF!;PKyo^?EoLpeR}dT z{3n9&Nw@YPib4q$+B5%dUco92!u2Fv7xO+vgtCD_z-0NZ@MG)~iKl8b;vygo7aD z&YTgKR@k7usMH5ZTOo^Y?!){3dR#adj>5N-XdDniJx4t9XJ_1}VWm?CtvUU-X){{+ zn3XgU+?S^E8F?wa7&KIA2kJWqKTwP&o%y&Cl^sqn71gxnl58Kr<|UiuF$_3y%ebS$$1b}8e001VPW^AMR_4% zIp^r}2Ff8MAfDrg@}l{L1jOg|N@kTdk^G=yG_C_590$Bd5ME-kvvuLms)D&I5tO~G zFCkA2r@m|;0UKTd1x0sf3`=R3<9+72Ir}3FTS-iHOG)`VEmPg7`IuhDDJiLkX0a-q zxbgn>@0EHoZR)HgZT@AJoBN$HT<>>UW2LVeBV}ny4x-qV(ewnA5g^KuITa3aV<(*c zbr3A%73XKcXcvN#xdNO5jI=);Zd)2vlqV4TU{h867}NCiUK9ymh*hk^+1WS*~QyoB~(LBV;clF{tkXz@Bg3$r*3>zRlH z*Zh^N!f_>RH8i&NZL;Irxf3#pwgAWc>!s|)(iJ@2wvQO86k0U3w4&ijO=c2zG#7~e z{Sje&#Ie<5vg2Ude9nDq9!v zha3^VUw{KIKsF9UjBe!HTh8BMgEsvzT+ z-JVOtG^4Zhh)EdNI?%UCNF1qD`2081Htr|0`$4Q@3o63j>x&k4_%SY+(PV!UprZQY zMUfg+UF1Tr(J(~q7JAycdQDUrIvu3YN0c;re@602^!uy;l_f<}ucr0w! zk^sxH9{PpP`b{pb)L5>jre=~sHMZMleY4McPjC^9wtV+Lq+m^f?5?N~(t3d$kbWcn zkEnmW0nE{Qm<<{@4SHPa-`woL;IAbOKUHl&{PIdYm5pz#VOCgiu2!?HPX0jZvx=o|uzqypL z1y~IY8Fr!d>*fbocMCpRo#*b7$~OOtG*LKQNIwUD@ra7fwcFQuRTbFhi#<;R&aMabg`oUlOJYKZ$Ae>FWi zzk1BiAcU3^(h+26(0ug3OFk*|J8+PNDl<5ugKF3FHLtt zE5(YKN${`{4hgNAe~>gDtfRIon{7V=NZ2{gCrK~H>pOpEvlPLVbKNaZZmVxmIjfLW zzlTQK&8)VZqz1aP(z70Uvt^UM5#?(B0eam9rnoc-##No%2O2p!t{O6V=w@*Xn)D>d~%aC3#1y)rBg4>3k&I_W0R5;;q~|k zuHOj~B*0oXNL%&8hcDMx%uUQb?tSMkhmsCq;v4|Y=Nr+3ocs9kW1_{qdpG|fD}0D* zgmoU~jy1%2$vO6T^x277Ms+^ZQtQj*_|#tt-UvGMmpi_ZnW* z$~_Xa83&x3psJ#B7h9V&d;>mZzMI}VJ)}k~kv>u*LH*f1yfT&OqODFglqRO}{6DQ= zPPor+A{#y_EGS5Hhm{oK*4NJYbx)&=7HiU$uU@Tzo)-3ZyS)YaM}bsG`wd9?Asae6 zx+(>c<_I`n4?#0A%N-!u^U0HKIHH4#^BN^Q_jqCB9}lH%BMnw~ZuD&A9BIsBdk!;6 z{kQ2gTSUWfnALs&4xp-G1wKj2sbTByH;JLdpLUWM>n1>&R`I+yN0y3JP%$rZu?@DYOM zyrfizc3^2~sn}?suiuw5Z7oYFDFs$_NyhuEAlElRa`70 zrtkxh%U98$>^B&-6ovzaEJjl?LGi3Ank{eO zgJF>LpFqW$dT?zn{Gc{0bw7L{>A=P@?L~g)^*Q|PRGE(b7iuX~q!9lAMoEOk&w`Tq z67%mWO!@I;iu1lRlhb%@?qja~_5D{Z0H z-<9rxBmk4);t=81I$M9%J}|57_Co3K!V9et{{kO?lkhvQChzw{UB~Z^`qCr+5vBh} zkp9B%@2l8UF`DfxwIuKf3>X8HZs4G66t@1Hss{McK6lWznY!%_9mvC1y)F0Fk@ zp1fHTIr6e(pK7mPf^%ug-qy@sz0f_%I%P1>@1fPB*CVe;0EzbI`P>Pn?KclZqooK& zA@j+juREc;+cMQSsQb|PinEd|pu~chU;l}EfdPkqIIkk1UHcEh1pWJ~ZlL>f(b)bo zXPz?h=!8|?S4|BU%vtn!nd4u*;KbH{Q_1UgsxagoY;H-63dyc<7T|sqd-CPUw6;e} z{J}!CnU((MtcKD4nwlE0HyVcumLG0lE4zK9DnUHv;)5@r#*(>8xiqrl(`tN50H0=A z{sZ-aAt)5QJ8~@D#|EH6`%pmK``dVW+Rc;eT*xM%yb3kc)gvxkScun+`luf>x+XWe zm3`)j%3~GN;ywC^gGdAK=eP!%`FX;&C?%a!?RfRj*xB1OeV2X6%9k@b4fPS?HC=ai z`5b%mPC?%)+fupxuU`xAb8_$;q3hS#cYO{4j%BDAy|8=fel@;`Pa=ppT<2D;d8z=L zwyKFvq^wIoTy}Ot?_3`8V!XDH&T~BrL(<4o;OqrAV^jlvW4>MVAjSOFY4iH3{o88z zy`=x)udArbp(bE4e;-uf`SYeBIV(?4VxHJA-_DuxBem&l$3sGbz#~KsIw8$>D7X{r zpOO)x?c@Ffq+r@AKnI&42ZT6Knr5nVji^|Dy8#{=aij;y+obT$>Ug9Eb8`LN-`}P7 zooAq-LJ>q$2eEH(j!6A{wVt$uJaX&aiOxqW z3LYcUWMLNy1Dp;HG$4LuJTFsoD;Qc}oa$uHVeY)2Z#K`ktIRz!ZT1zD_JS}7^LT7> zP7C3NAQXyZwZe55hr>{Z;B}qA1@3D0r z{?HWuTZvzxB{?@&kEr2z1h9|M1=D?YkJ@13G&O_rY|m-#^%J&F;!d5q`_yum~0#ZvlRXlrvG!*)%el2 z7PH|!Kx=sa#1OXEXBrBx{mwl8%gfI1yz~!1VLnM0&Lw<26G!w495ZyR@?HF<`6@$u zHDU5mhr`))6vt?pr+FZQ`$oWjDsXZh6i#ujOwc@q*2lQyxmM$Ijldyk6wENInZ?!7 zFv<}%Us{PL7}f*y+56w%x3X`U;KSJ0#{e_gD*XeCdf4;CLHci|UNMcUZTEjwsa z^tacWubyMchkwTTq#HM{*?vpjm+ke5|C}c;ie9TV@FH)XIsT71m-@j*@*nvrtlW71 za%vLTGhg+zjJMy|zhm78g!&3 z7>cj^i7K|KZ((ElD*9s2!sxG}6&s7Mv+kudH8g@BES@&zJHIDn_i3&D1%`V$q$v2lXGfzsv~Fhpdfu#Z*6IAeuo{TZWk%rS$yLWhO@oKNGtBXe!i+}dE zx8uMt=t>stKF6jw0~CJ;?U6V}ho|eCd4Sr{WSXhi@FBG5t4p}_SHm{eY90zooE(n^ zfw`K(`CM_B5Iu+Q?p2@j7A#@(VvJ5oN>VuiP4I)LP&b@DRWC2o z2_dkNb_m62HJs!|r9no$&&}KR^`|TGe4@cv2?fTL6Xpmkq}v~$o|w$gh&eVgP!WEW zoIeLsw*`bya%wMWS|z?BQp6DLV@}EJ&+1^Qsjck>my`-?^Hv#h^j%Gki{0g`SLMXV zGZxY`+nBRHR&P*lp`JDOIa?uak+atr`3w@!=_2SNPfNUZVj~87wt}xXPm;w)*tRLA z6^;4iSQX;AdVO<456ZVP|L0Cm3Kts5wCr3oJMkS&{&;^T22EnWCx<0q)d)2t$HmF6 zl^VM9=nWAm?SGHujAG$Iy+%T}whU z=3Yh>kQHuBbn?tnemhRmK0e50+b}as$62%+la~fTn2^%AV+}b90cU<0kYj?tzRJt4 z`b+siY#5e4C`#L*c2|Im@O6VNDsybUEief=mx#<8rY{`p;|Sa5Gb5LSm}&cr#GHGB zU~J}&u8PHha#NwK9rA2(6behyY(YRtHaLc%2CHQ9o}k0k&{)x*KWW>1rkEKwB%N0O zhS*5!85TN@q?suX_6qfdRS#|JbIb|KTbv&p16PzKW)+#N5(kuF1rDKw!V3Hxag-9g zgt}VJx1^LR9Y!-3Ip>kcNuVD{dsB9HHac=iCWW5gfOEc)B6(!8KVR95R`*0Q9^hce znK*z$JFa(KMA<4~zu$LYk&zlPN@8Nkd30_#jY~sS^$8>ibM%A&l?Ebpl5QqqQ31>A z_T~Bx3MVg_Wi{IpuO&pfvhim$?Q4yFn%df*X1fHg;PjnU2SFX-{qv3eGXw(_J%5gV zkQj);(N4(YA7S0Y*-$Ew@5qLjXddv4hS82}S8{?VQHvnplfxnqN6|6UtmBa<%FLER zd%)0Qw}+fAM4`*33o@B+_1M8wm;J*6yBs?`yb)<_nzJ>C%r^w<^F;nIh&$g1Y{I!# zMOf_9&;ByagSJNugA=0z$r1y(YNQ`}y9`hTL9@V;q*;uS@lBKCRPm~!kJ$RdpNxHC zpFLCcRX={5TV~G7NDe}pJhGhh{ouThl6UVah^QdZpLq}giJWsu1SzMk%EK7({K>VO zh2_zwm#?CMK45Y58G~Em$!Ofwb=5utLMcW`9Q~nu$I(RK1UlIYfea_w27}&lsyMts z=FgsD+88;=hd^07U3;~GDyn6zm%`I}>sz%KezMd>u(q_a!iP)_1Hm!c#L^pqwaUrG zB}fp|lN=@^-uGap zn0KsgS1fh|{tpqzvDHMO0sbVDN|kRU(jL4&j+ivkw?vGt#Da;rBi>QCY5g1rA9N$y z5U@s0*#h|%I2Z@+YJn(st{pE9Zc#>JJGY}SdQJK8|5wwsheMg~akX1}TD4BKXLE^8 zCxuq1ND>pLolR}zQjV6SIY~ECEMewtcc1LpGVRk$(J6y+SJ5`)l4fj5Tb)&`kXEym(_eDc`Do833RD4*Ny$Rx zk-wPBD_6i2RBWwe(7DDzaTGwf89>kywh*XKQ-b$cAh?o{ZV)AplyL_@HPv7>QA3#B z2ah$+Aj)}(CP>$NQYSThNg)S44~29td~8^Ge~L+CuG^9QfPO?0psXEk3LV*sj z`jKAQz?)@c|5z9D0v}~Nx;Yg$rCKmSw>vB$Zt%tZb%-@-kunSkxXFhHS&3>j5)5zd z;c$>bzpFZwaX|8jA2nYRv64&|>fRu*K{av8D_F#)NHd()w^fRdXx$?zwaWN&?FVSD z;=9S-mo8ke1=)qDyzz1_g+`F9xoubSb%^IF{9{cGvv+SkrP8CZ^+6Rp6=#43T72b- zH=H!gs3^#0*|N>+sy(+s%4ID|Id&RLV+^DF60Ou0S)HgHN!=$GP@^S_E=CTLHWNDs zpsJ**s$DMqq}&O|83^Rl!qdQ-7=&j6&^@=w-rcMB3N_Tt*d@%y+|38+A&fbxF}4@fqSyi|>CUQ)~i% zCPB?&=U%PN;*N%3lnY}}8-$Nv27uR(Y|Jc18T+;J2^LC6pAzirXdTZGD-L}S-ud7~ zEInxp!0HyEIZllqFls_29f}3|nM+$}uCYVa2Gt!+RyfbZ=-R{NH0m~J(WHxT?Qjq+ zoRuvU=92aTGWe~#-gQ4@a7PgQ7yo>3#(ofE6kibpD2n2aaP$Ny_w8WXEIpEfkUJs9 zMM&w5#%UsQGyeH= z72x;}p0l)dWE@>7r<2l7!PT$v)W7?uLOZBvKyE-9g#BhjK+manN(BNr3;mLECbmTcnQw+GkKFH^}IF0PR?Kw5fO+_a*lB|I@^D=uAO;tii;S2Gqq2 z-%b~d{@D6RMr?-4wQ^Ej$TCBypc9_2gSdPRwkuW~R#(ZGC-ha|G?5G4j^0}&U2Zh( zZu0Br)yE1WDu3g{cwf{s3K5zDE!i2*G#{;h$>PO7RgJy6#D^hVXO)Ww1i`0HuoxVM z=;cXKaq&v5LD4nJW%ZF_vjL{9%yqV+Cpi}VA{HdM1rYnxh|KlA=BW|u@w})061f_R zOZ-UM#f#>-d3pERktREcnZ+D+E~iPn&o4JYC2Ig3pf{YJw%ZO?2^WXkuUAp5X=;T2 zNE+Bzm*}eQnM=T&!z1cM@vZk78q5tU!vsstcmii+BN3fXH?XLv=$*$a9EE6*K&=;6 z?L8HXW`|rr4v-}_Mt{CupHlC{)7pz+R9fQcDXYRXYr*}>*3r=w)=fS-L}McSf3xwH z8GHB>{MnfvX?4@5<5-NN{!UGI_|F7tap}fLQ+94VQ^Gs+=tPEQ6f%?|+#S*r<_VA8 z8|d!`ogEYsGBtiO69eI7Lq~GDHyZIUcgqkW6N)ci_JS{4U@cDyAu$U278!ZR*jp!F zERa40LdPB0n^?F3VYI%;)?Nn@X>Q8dvu7nI!{^VNM*(2+6egh#Lcsv27|vT0jg}F5 z^n2vJ!n^3SHEVrHHh1*D2M!*5h8hk`SU!G8rd)~d-415CoH6k5Zxr5wq^FDriY7dv zOO)S9f3iZd+O1oyno6bUiVzA_+&H``Ws3mnjYbbmC?95dOfw`5vO3Q6%q3$yGP?ww z(J^ZC+FY~F=t`=Gu#&a%-rKoYRU>4LNK_s?l9)r&sF{4z$-{6nfS+lO;SF1?2$zIX zQ^XLGgSC2`eOZFz2ccjq<}`XG2qNk>3n*%t#u~(v&`SbhHdp-iW_0UMjOU1c@!GZR zm8p?X(2!CFJ!n7b!&I}!%sha#ZP?Op4m*8%0lAVcg|6v&kXW`VTL1IKq^)j%I4L6; z^Ux#3p!SSEbu!pqDDw$CX7CgORQt}G6j;b`5Lw%?SmES|M(i@h!KN~)Gig)Hkm~cv zg+n1h7~TYVq@uC4?JFO?1w^t0a4ha#PR!;jl$8rBln=aWt*8_65U9D-99Z1w@S*+R z>k>^0NG*b3X>5&PcYEFcl58^Cz-lXx>i_n7!r~n&pS|EXVFm5|^fd2vHQrXikU^h1 z(Yg&t?F&YSuuANjMmm<**jSA0ZHOknhGa%0^dA%SB(EOwd{TTr1RWfkMamCufC~tc zz-oQYTK@Y8=4KoTEMr=p39Wo2p9AKbOv@z^wR0A(eOkF}uJPTwpTesHEKZ2}OJkkt z{VnUSV@-AwL%Q%aDxWp3OZDEO()k{voyRlu}!3Q*s13rdI{4T7*(JQUG6-BClP~| z8GUDDhX=I4HP9U*`=u0_u6@|Wzl*sTkE=~ROLbr7c%JkhyX%Z7(5doOc769#JTD4H zccQn`6;dlKIUvA?US{}8$`+yBK@vqqCLF8+xUhU`nfD@#aHP?Z0ihJ4H7MydI4xRL zlT#YIcUvLtqj5{?Zr)raZ#Lfdg1azg+S>_18Pu7S#)#uKQum$-txYvu-x#Z5;-j2E z!!W}#wV*qydWRjiN1SNEUrNH zqwN~jx64*MZ3GrLdB$KSBjW1WUmJ16&x0^cQhFYGcp!#83g-wr`fzFCn}mXsA6+de zi33SWQ7k(dxar6_fF)7;NxG*nkaYnz&)G030j`J@PeC@?cs^ zzzt(^8RkA^RfKNYw28KU7~b=Q!3Tw8-Sh>cPAal2kL0N+s~GvN;IMf3_5igb?u$qP zN@dE=XY%Q3V#a^XPC0%ea6}~!PmL(5s;X-GKnl$`PI4c>p&*%?gug*fQ~?2|Gk`64NTFHRr>_sh|-pbLU|RR0HA?n zdJW_hO|uvdCaM^T#^nMwQ8^#4j>DYMsTv$%Xj_&UC6{&)!Y+}wz< z_CBLeX8#Ic*{JIQ@%Tt|fSWoK7w+Zl*{}Vc0|FuD2d)g)j< zhQ7Z)Spn%9pYryRo=g>;R87b!I_S3WO!kPLGPm%N$h`nC3T-R^3%q1MSH?8kBS#9W zKcNAn%cC_AhYEv4DU`S=fq%8$5Ax$f6B7-0pr3neY|>DfAdB#~>|A7!b_{Kh zeJi(2`0V4r6wcgL*}dI!-^x(I;}P<|y71rPh_BSM?5v_#cm9Nuo4%Q0+`bP}RzBWr z0M+!2x!YAcqnyo~qnyiQ#Jm$di;M?n?8Zw`Dk%|B7?EQsK9!UH@yCiA71x))y5t2& P*vRKI-;Jf-yTAEAfMD%c delta 28926 zcmc$`1yt5;n=SsJqQ2M)qA2pJfTT*R2$(2Jw=^n^ph!smu&@x66i`sLy<>a*^zkg$z{M%LFaM(_ zN2A@MEu+!)2>6!Ss=SVjj4ZPh<>lo3x?aO}>Vc4nm)m6Tj+d`ri|6^ZlvlcaWmvRi zNq=s4Xl-4rid|n_thOo>jrMoR0vb)ex8(A|N$TfkZ|lAfS5|*Y_E?i0|M1~vxrcj{ z61B6{!=>+T)_tdI@^j>4p3AQ^J!;zSSl|L$3G3Cl`$wAB$HgAH&LC!&V7NhjwxESi zzeuNedOT!uwD)t5^3aK`Teq4wrA5w64^#c$yDGePE}^-LFQ8jbqh;s*`q3TlJTVlf zlS`!)6c%<34=1nZ*D|esdepup+pJa^1BCHlk#Z}D(@5T_pr8=nYrjMO;rq^KSDChK z*=cQUO;1lBd*Sn|;5`>U$u;JldA;(ev~+o6qsGk4jCo_yqb#d7EmLP_3j^Jp^9R>) z$|?>vXW}lqq@<+O61CJ6B*y&ghg!LN`zRI#e_o9Mc7Dy21IFo1-_s4AEs)V@yb&y7 z5wOp$FXDthPg!lP%E5yN$z>Z7PMygPy)t$`EiFyh<>&e9*RH+6ryoClbozW(jG@rW zx_DY$LGo9`m8(~~dV6E>-tmWTtklY~43cZHF8U=c;WYZ*b)s#@s#UA-w>{UHDLt-n z)r{PW-R1T5YWS3^;X;2yqRQE`{mbxNW=MWRER=ccs z5BG*sGe5%O^a}G_TwEA8Y>1f}F4h+i5ZGt)<)+-!uHxUykHj6+o6?NP!`!>K+HSB} z4VO>P$PF@ak@)Mcziv}EZz>)*;9gKrpqg$hS2*5mQC?Y@*)kIw9ja_>9HpM1sWfmA zi%vVqYbSQfZ;^#dR;pq!>!aj0Vc_J+jH@T>B}%$Z_F#6%l(l`%v+Iu`PR96oerv_W1fBw95cZ)>c2NA2Lw4>hpzu%ns z`FWLHe}kM_yn20-Zhjr^m3giu>;31XM+;0hcx>Cg-9I=u&bTs|TToCrDJf~6+wYu) zWc_6IM6Fo2>B-x8Cp^3H+XqkZBykpvNdc05_3=Ao_Bjka^jN;}>DS5-GA%qRQJ$21 z=>AyTCl=2-*?D!<=v$$x4|P6)fzjiGE&bRuPNUVwy88O!W@jdfox1!r{2o0@Og-~j zi}lB|C2Tz}nf3ibLPGLvd!LSsoPV_UqI65Pb>qXm7wghZ6i&8yOHLkNxOn-!z`#KA zmD^0beea(fo*XG%m1$njbFM8bNZ0qEh7_N;TPckxu6LoTxC7j1Iv@|8Cojc{RKkg+bC+FD@ z#*rrs)OV{6;MdMDt==Z_d!*FIYG@-fr>LmU>>DoN9a;tuc3_2uQg*08XcKd3a`zIE%fs1B(KHAamj9RY*^EBxb` zu5y3%DNL;416j^eOVLf6L@iUAO$38HZ{A#5G2G!g@yHPWVbzw`B%$Esl-E^dW@hG5 zc2@B8>C*#Qm1SkA&ip|^LDE>jca1Q=-#42-?o)z4P*^0UU=+U{Rnf~Nr z7CJgQY3z*qfq^DXMb;gXrSaild3G2y3 zC+GaL@6O7~KIDxt@gG`ul8-{$ z&Ng8XzkK}~g;n#WFZX0kPjxsGBjZ_zyrd>e^<0}S+uuJg=;Hr9x)DAbUo#$}(X1}M z_F}CiTiB{?AFGsGt8q2eiTk@?*oEXbYQrn%mOG2V8Epg9;Aoi|LhTF80>kq0@OmvEx9@FUR?(RnbkJB%n zv76fGJf6Vbbj`O>WyEtpZhG0$rHX}4V}3q9Pq8FoOmptVXdsyw#Df@YM!}H8S$*sdZ6nbTri~j zm`8YeF2``3xPSlt_lb$XJ9qAQZQlEoe%X4i9XnnRrH;=WdUXH()-osd3Vr{epi@1+ z*n5knhIo~w04?;X>C9K&Y{^{}ffm%4H}`$m_4W0~`WqFJi)ZqN0G76mW!m+tBju_d6M% zDA^!o(@nl*su626>H9sHOctp=6G{_{>unyS5A)t6QTyqdNKsKyGnHo-|LN1G4D4 zW@@7qm~)fe-Dz@Eh^QPUuC_{QHetmk(VoJI_S%F~>3+Dgx719|@o8DW!KS9BfR`P~ zW0U>KyaEELZ$xyH)qDF26Z8rv?OGW z%MHOB>v!3s6Iz|>`#)dlPt-3i%ChdzOR(@sl3a+G=Ew=${xx+m!IP%~Xov zRZRI7q{N!E1lMh9B}-)FjhkiS;` zcIeF&vs>e#O48CE_QUP`yLRn5nWOezl7r)A)HJYBhEYYpr+{-xz*Qvl=(~>jv!9}u zlM4~8C!YeoY#P5v@rI^)dwV11L>4+vXvwYOzs;+W)HB*!8>gB2v{Lmrji%`GyM>YF z-lD0g`CxgeqK!>j{dhzKd&SLwPd$iuhYlak#OmSKEBIhMTj}}Mydfb7=`smVs&!q~ zN7$l)k5$qo=eSBjO-&8oGC%!(%uab(84_Edkv3&u@R+?9vCDpnVcD`;0MXIui4N^^ zVd4%+MZdpSY-&(u+*S1RsgAC$h~e`^`4;TD&byYZU||;%6I;Q$PgQE>XSiHTYpYJa z;e83*G9W+S`TlyYUGMW9taEd7dk3>SvQBwhzI`B&cmCs*$h+(!*6lh-3rctmxd)>& z)YNc4@+IH*j9fOipU;MFCSJMk*xueAaBlX8)a-T{r(a!xgGu^!gIU^Ro;Ox(io&g4 zzIvq}9#d=@duAtk z+V8@}D>ugg5yhHRh4xj4-zfK|c%w1yJlxze3j4oZ3*b9-dLrj}!!etS7i-guDhSpd z>#ILGTsRTRB4(8^Fkm^@QLIk_NSB=LO96)=olJ{Hd8|8)Y^yfa$P-M1?S6hYOJ% zWUcz%*28{&ei4YGJ-2p*-b2pB7D%cL5sOCx)+%ywOilh)WnLHa1lR1p&a6j*G$RvJ zWSm+&a^c11taBm1r>Dop8ud^5kR?IjC>A|F4#4w)NhK9f1^ZdW?Pa;Sx$_Wd$FMD1 zM+&xV*74r;bdux;2003)KeHoBi}_UDbh#^mH3p_dLJ(KdLj*pz`-iM)Im zi7YDvd7QvoMEO{x@R)g$mxj9LB9N+K|R|9%~8mU=`f zzXuPvn3%wtuGSP9$k+%uYAV?MqoiHI~Wo5=qo8mD@+N{}*Ka5XSB6O_Z?Y^z2DV>V`HjrM$ z61YoWR6R+@Y!N;E#_p;x2isFLTIudA%cj#A=UN(;E?+L};_7-AsF>x}ty{1D0J|5j zUu$Pt*GAnn6b(sk=>{wCMCfJ#Yxl^{&sWN`H4B&V<$MJ&=~inu^dYtMrl%*l&I+WP zaJ<_qWJKyNSnNhH&kqPhYR(93M~)oPbd$R9>Dsrx_+%DLw%Abquw*HIVh|CkV^wyX zsSFko?Vjq54)c8XNPH8xDM5>Gjnh*>UMps*B&Xh*)!bG?6G!O-py>mmW52a_MNv){a_4HPi(hjf#w6&7v9RIz~Nhuz_b z-_n2t%fXSi1I1#JqRAspJgAS?*o1s94H!E2Av^nv9&D~ki9G+RpXpVSLR*{%1S&4_ zX(Tc#oh5 zu=SHZ+qP}1OV*bf8}8^xeF@~Y2~mvUufLS;vWQql1938tw6JfPWStV^6ZXtc$7X ztRwF({Q7QWboT5A%P=XbNLfXtzQ}bdU$DR@LahDLVFW`ge!uXObhJ*dgYI@qz$ASD z85ps}z+oW&Fi*0KLAbfQd9N}8Okj3)cCfJ7Qv@ch%-l=go>oq7baQjdyY%h!EnRT3 zpBACijN|niH+Ur_i;hr}Qcj~WfY8xkhX4SwU^VI$0sKtZFn}I%kM?CAdDlPS_N$Az z@{za(B!x7x9OvKj>e1HW0|=${*Zx|k3KCVHsIAf8n7nIL?!ffaL?gDKux*bbZe`J4 z;0W=_*T>hlzQFOKj0W@bX{4D%uL|nzTfgLF>s$KEXeE2)!X(>-*fi=wW~cL#s%(&E_}=a(;D{FY!|L_5Dv$oTF1>hNR9Ew9cBV&K;qv^`m{ zV8JMqfIWH3ao0cthL5ao+S+sx&HPn=TGViu{rcWzV`o?IPPdS+1?-0C3xqmD&AMl6 zw@95*RrSMU5>){zgxPR=;qBYEd775d(e@-_)AV3w8mG&usv5D*Sao@@c86%5C3$zi zU{8X~_yRlBk6&4%?F<}!oq>s6275`p*ln7Tkud_}Z{AxI2{@I~G7M!Z3aH__hevzn zoowiTG}??L;lJuyTEQe>)uMFG273e*7c5N~I*mvgaO1{}N_%Km6*D19DW?6;uP;-B zgcY)DWaaL&Z&s68#vGkL?V>=-q1F`bptUaTSXVPMJyoCYFq}WmvCUy29^wJ;iH(ho zWtNGFiS~Gh=M`Fl^j#LhPb!%&Em^vBX-@wzoqPXh=LIEqM_Ao-aJs!H}^eS(&-fm;&teY{XdQ6KH5z2s+bq*c6vUcrS0`L9&7zaP3Qdj8* zhZPrT=5#SE;49iQ_hQtNnJrG;08*R#0L?N^9oa(LTnTLz!Q5*nA_%Qy_Lw{UjbGs3 z5K~2t1=7*%kz{VJhAvGzzjl%4`3G0-Ymg^H(A=!Ef~G@Q9Ymp!>L>Vy`?{?qS4x2x zuI??T&FSxt6^)NE&)u3v(^<7WMe#II=|E489y`XnZ(nnD*W8CgyP;T~IDT9afIIx; z!N0bb9J&=G>AFv4;oQq{L>ZL4Ktiks+CLU}b?pm6xyjESkp+DJ@>|sE=dnh{#yq=r zRaF}?mRC}ha^S~aJ3o7+fe#bPcj3YXNbMJG_Z}6rYTa{}O-iqmRB^Uu@SODH2S3#w5$oJ_L(}-j-6e;U^o#W%gG`?6zOWej6IAXrAckn* zPNwE}X9cJ4s_AwBnvf9dNCAxM7rTj0$#MF2Eg?^NzJHCuGqbL)F7EB(hxO_Uz6|yc z_SjgS)qSJ<>WQbe=%Ke~1$7->C`F#|w<>eoocQ+_ZoUDt)|}LpoA;1SJp0IqNyboQ z6(~n_bv0PTrw*MpW3tS7k)^&dF5gf=%sL0NsiUC{NYi1taCo2ALA&?lv zp}}Fk*f$LEd%3ud16@!TMdluC!eEUGZ>4?1jf&V}&$ zB19R0R~ewgfavIG6gA@3Y?p?ZQ#<4+|8UO}WMp21Sfn)u1_oscVui?sPe&A)s5RAr!vKr#-Qar^!4*w|o;#Zqr>gH||~=E?-|OgvdvRZQnjEOpDjfZm%`# z*GJ`27rWyK8L5vC1R(eu&{w7gbs4*n&V#7pXeS0Tv9TrNZArZY!U7L48bEHiSci*B zyhgIRxp^D_CI4VHc)?26eOwX}x}Jv_>Oic_oB1jUt0yGf^U?$ofCgGd~ zq#TQ{Ks7UkszZ_~c_y%+ing|Cr)+IhAQ+Y}SA|SMG-W8nTH{PcgXvI62>SyVA+L*_ z8vXJP#Y~j=<^sobf=Z@mriPLKl&!3i5T!=H_$rtqhM8k=tLcNd1Op!Ns3*ig59j&& z?*p;1u>?o~MMozWO_qNLW=DEl{4YVm<44jXPi<7IIE+z~LgFY2ugE#K!Q%;rGrzVD zB@bbnFVyjhVLW)_on1vSdoO-91!kOVES`zPn(OJ9oyi7=iWfNZO0$`B#|{7{JwWeT zJU!GhlcsFIZD0c~Na#=qeA%JGk-02?^X5IuGHeoKbt>wajCNmYG8@$%qn^RAVnya6 z&7+S5%{F*Ujt|D)VcumD4%fu$CIC2g>)rb6f)M~I?61;-2UrwbL60^#a!|*Ip|K``s#UUsamu=Yh+XuDUy-GrCbPt2e*_|$I#OrdY}lh z$pP;xTB&cHot$cFBbdOwWh34C^P571&3rIIYEiNq2ix*Bh@z_JI;Ivc zO24&?6h|W@mn{fGk%BST%c3;EqK%5X&bTb;BlIr&i7=>zacz&HI`fFafC8d;4h!w4 z^OrAQe)G?U(`BzhbPO>YrMc%X!L34?(~R!C@?woA!V2m@ida>Q%*@dU2k}U?0ro^_ zgKnM#UFjgAa)Dtn{>7i&6-6~CU|H)Al9)2;wKrRKQz(!gqCkr$1J9+CdKYGtl}7~K zuh93-^6lN*6xWt$FC@}&0-1m)C*wnH7D0V~(Hzpixm@%6wT-%r_vSI~S!3;BEfUvA zP|%R_BF&O>Bp4&q6DjG_%R6L5_)n!BfkuXUX(3q)C*KIzQay?USUW+3%y9W-6JmA= z#fzHuLg#ugSQ%1DVPav4gI;LbTFAOPzG!lxkNO zuTY+ynf8A`J>cr?d)^IXT@#}e&Im~g)dk{xAQTL5l6m2?H1>=#l3f5hsJI!poOwqP zgs#3w2v!PYIPLATupN@I*0kUn2*{iHRYeg+Pf1D139*g|b#Z>}EG~Y2ImD1^V1&e^ z($}w#&B<=m|3-J?9-ZNX9ROIm)>lE2WI9rWU$SaT9l!+-ECjB7Nt7cUK*hmG!hA_&~I|c+~Py_`OPU7u5OwH}|)nkdaZc zv`jFjszPUB%o zxu<*dvbJtu*;yXjCw3^mfFhF7u4}O_PDF+{dh}>7QR&q3NgV;aW^%MvK?K@F;b_fC zp9o+vqJWZO8(9hz{(``gJ$p1!0w}<+8r3UccF6j~0Lef=zYZB}+aKcus(>lxh-uoc zNJ*sFzkZh<9~&DRQ9%*8Yr#?nck;~)Q?uGg>-BI^_}#nrw+sZ7Tq}2=#O;tydPp86R*i=sdYa2`lH;tp|aM zFh=KXxw#A%X>tjm0;DlLImSxql2M{{u2kD?a2nCZ{Qcw0;S~q}I?b?^{5y^IkOl8l z2O+ZqiZ3SE#IleV< znPs1W%1bM0^P(-2=arJuKb3pRW|@uejp!eDZOY5uDK+FKfJ<3Y05Z3|y#oz5kh;kh z$1iJsO-}YNp?JgEPX}V~Q~4)br$qWivYmhZzdm*oL@IjwWdDS1tbfbMg?IVn5Jt7 zCnxo)rV3Fl4jCsNxBLF>+kHq%ETWb%*&S{zR!i%PDJrPan02qs5v1=d62I{{yr2;P z`G^FG>|hw}eGlP7@ngrkyz85=V5)OG=SoR-XPDL6&Q4EMfEB^zQkP;_Y74Y`x-I|h zTUk8w3A|?@1(gTUF%r)R;_@!84XF||Oawx3{xmW_7jiU2&1^>x;#T^1W+i*6UGuzg z-^H(sJ&3HG(+XG0Lqa2hi&oa~D~apFWx zpg!fsEhd)TKOTfVaD&ZF6ZRnu#O!)Vk^q$!&#(QZRqW=PniTmsl*D=1vV341A*Lln zQo=u-KHb{E2quYr1z}CshbXQU-@rC9e>>L2DA`=NpagQlw0Uy^Mjb;ezpHT62R1Tw z)4#vfoZLlmb8sB>mKc9Pv~!f62;>D&w?L*;0(0OSJbd`@9T(T@a#EWG&yq?CA!USo z5%7U+;tx*%U=@?u-Hbo<4x~{7YF}NUvjeH$!;GN@?OOzfjTIYqAMhCkIH>68(8qKV z*iOMPlQ4NgR#p`eIMjJ)Z&2mz#4I?J9k1~x0 zV8a*qqqaymK_KXFcOK3hfb6J&ndkz7Cp9X}oECNxu7_1spKYxlKlADHXF{r>1t4it zr%2%m3}N(Zh_yKY(+N2_f0&^nr#D#_JV83gLNF%A5>%rJmLl5~5_co=S7OpP>=6|t zB3noz1f;-?@gB1A*z;w(Vo=`^bAhJ@5p*3LRtE;thn@JTUhdlo{TENJeEj&$B5HbE z+n--sy{5kRCMmc}P7MeZ{`yKPhIMvRLHq3DNXZZB%mNW5U@*Dh`)w9sQ^kZ}ysU&; zjN(C5*!-iT$1EN4yGWUVCM>G$LLytzU1PS-E>T*lG_Dd;_W#SR30z zKHF1+&5^){@u(!Iw@gn@^V6vtb{CuiwQf!~@djW4JQE@%7(#&Lf&`C3OeivBgEU_OR;;mGMIL+7chkeFt zQ}gUoEk=DcPvMVu;)HIg>7(jcNGL4v*6?ugq?lA~k(e4tcS0SOkFMk7uEK~VTP__S z^phb4H3c%AAUbB4KKO*v)^uVIHN zBlT+vzQ0UMHeu6ygmKmq!N$F1p~_OaCE|8{e(WT~zT7ty?k(xV4v%8xt&;jZ;xYXegS~U-PT~Mf$hzU-(R^*A*lEEac!P|^df*u2QP&?ov<#KK*xrg= z#Tm}6H`i>pd>-#Jj_r4fdd}Nx{zxTC_I{IP*8b@JvdYSONG`L2|9U=8{=TORZ`cWx1 zD5)Zo*B$Cid^YjbW>{Q`WZia_P;^E{(;eDJOx``@mLUengy->B`W;7}EjeeNGO_nw zl9!Wjg47b=YH~f`FOuNmiMi`NRR43?bLsG%_ZsjWbHE4Sfq=|MNu;!lY7E@Tb0WJ+ zT9Vzz=k(K9EkJ^)n;0{Yzcoc9rblZj!VT15k&yWIVjWRgQM%ejQM0GVw(GK{iWrqM zCh8Sx-B`tz#c+td7uLj7=ZA$#r#LFxT~YQ?LCM2*v`2~PMxvK1GgofeA5#&yi;x>q z^=RqUv z6M^7o24p)4JWO^*FOr-3YrUzxd(L;dqZpZRV+-Zdwq$Dcogn~jN^b!W$lKdQz4u-~jLWwnu zjlbG0OxPq*am50+OlfXMO>}yAb|x8sKY>V1HT7#w0kR#kjRr>G^2F|g z_UC@-iCVo*PCSRk?3fRXhE1?r?}cgx4Q(b*M5o}A5(cQeqJmNZxPt61N@}DaIRv&q zra`R(VLDNAN%rIq6xL`Zj=Qg~KA(aD{0X1Rkgrw|2C6F07+*;7esC+SR-m6k3_9a5 z3xmQPHQy%71`;6<)%xEC32CLCzP^R}eSvshQ9M5CCiDq;*3?n_475|@N-8+=+vnF7 z10Pb=`&pY*J{;;l8msF=49Fp_)Jm_J0qKch>Fw_s#+mJlmpKPOMk5>5lZP1KpajH& zt;VACDLUPltgjEZ824y*b4qMUWxIkicmPU1v6~tcce4r!2q@u2Rlo^}kmJzdssSqX z9{l4B|FY)UT&lOhHI$SW_N@9t`eLwlQ0o9-m*+<~!}ca`(#EaRm?ugjVkY#zsi+d- zd_pZzQB(7S-LaXUlamC@?1Ot?C7YyWdU1~R)&g}D(@EB~DD&X}f_hJ^UeFCsjpyg& ze4tjyGV}#TAi=Z@v;d*W)vJuy7e0S?YPS*C(HYSxq#w7oqQSOkn0Wiaw>5(j9#8{n)D9oYj`n8c5GziQmW_M!V%)gY+{_E$@82B=q^Bt0ngafuC2B{)> zHzIl}Mo{DQVOJ3ing-G*_Cf*h0A?lJb8bgZ&6am>#Gt(627%GdvrSF7e_NcHZvBb3 zKpw>OG)Hn6qhZJ5Ac-0J0I_S6T5tYf(a%rIj!H{wxq08c>(5T20P(6DIl}@*1cLJ2 z%O!ri6{5uUQ<#(_o!qDQw;$6=DN2hE2k$ZfNG!-AyO+@?xelw>DyNC5sQr=j9!k z%zV~}T}s*pDzw*Gzkt6Mg;c5m#{MLtFb_`s>JAgR_*FJHKR+Hiu;}ac33eiI7{SID z1Ni7PkowxPnUv`9nz!%X&D`We5MpDJu2{lY@`io3G3>qYE~bmyj35{_!&lff@mz8V zLT3Z?hI3vHc6OPqucdZ@Dxd*?bvNz$3@Jw z;6;sxS4l)5wZ{pey*sR{$8=G9~q+_yj~TEHWOaHjT<*=QD}`o4vWMytnXz3%dSf^I!RhI;K$TJ ziHj7*A?}|56;wp2ocO@aX5Vc0HU*}RbeO69xg-mQ%^o?`eh#Lpn4;L+UR|_c(dQW&Ae1P$1IOT#PAT61}(LRYtM%8TqmF1}w1fbXF=uzY@k;gY-3&M+g30 z7>NaOgw18-GK`jlTas1y`L%Z-u|y8(!wm%vLp-$oP!+53eGc?7Q6gqFM-W;Yw|nnD zJ+TMnS2CQy^8RIK(}E-~C1Mf90>?YS0z<|IHX%}ZMROHltd-sU$y@`Do*M)X;e8u1 zV1%P^aB>ochSCAixf9oiO<+d?O(tsSIUWUh(SX?yiRmdSzvfiW`zM%u;6+k{BT_x_ z_md_TER$rCr+^c-k$y3nl?rERd;Z(Y#Rh+LBB+~&>Bb5dn!CPy>1omJ;NcaEXRnw( zS=y%RU(+Bfk>ezW7lLEUGk=GRpXPxHz0b@lg>GHRB8c?hk69b zH-1w@hC57oELQ@%eHtFl#L9Xudj)lHP9bbfxOQz30zVgkYIWq}YikUiypYAlL{xOJ zB`Fa;1l4Emx6s}dhtQ1XI*yy!tLL;OT1hN%%9Ee}#BX!{i~r0Q|FakTFMf~uFFfnN zyL9fpJX&k+f5j_8Doao?=dR=sbA@glCGIe!3cY)??#dIZLHp)D`Jd|to%6r^58e*1 z_iyhuKmY&BKh6!p|MkBqvS0lARtX|=*U(TBYVO1{NPdR4VdeY4Y)R_r6ks|^88)_i z=RWJ)`KhmG!FlJKw{QEf6Xxe(xCcc*@^fAcD%;#|(4^@aSUZ7oVAT1SR!PutD4!qB zg+NFHl8bZs^__@xNRJuzgU!Xcr|15Z^h)F{d$xymh#+97SwMu!xr zmSuTLCU0m#KbUM_e0==kHWT`KoKcC4gG;S{L%>>%gdZfUp*K#wWj>N3*f)`i%4tG1c zY{9yEEAIF_NND)CTQT^awxeUNj9KR{M$N?IK)EnC%Qr#z7%H5W1$n(!+q*y9`!Dj8 zrfpg*8&Xl2$27i=I5M&%idvnu4Ys4W#6$@rXF0jM6ZUg&LyLb>Vty19RQn;Prm8A? z?~D57^TU(iu^^sl<8A|Y(sqFCF4i&wOM#3J2vFrs`nf+IxyqHIbsuK-xYSf70GV%A z@rjA`Snwk703oP9crd36(jFV}eWJGfO&Im}?>57X&oGH-Av^A4{O(~aRAfLxP0Tk4 zx`vF*EvNB;SfH4=$Bz$SVTcJy&fTlTOv!-$=IbravM?_Au!mGeAw^g~K~8J342F7$ zN#c+pehaYkOeoL({{FGl?2HqUz)%PeqrS<)qL$V&$RA)PYW*)}0==zssl=Uv4iE)d zTuo2U%AWD(14xLa1FM(vg;oT@&wf}wx^@7T!A?FEHMPhIDM$Umwawi7x3v!JNpTPE zW653C#$x|*H%M48>k@bRZ+nGD=K6KWgY(^8K-_{fUn!LxhXVpQ^V@a?R&WGX7}?L& ztPZ%By?sk0VMqj(UJKa5ORiL%J$v^2FJbs~5OozzbXz#WKg_-bNRERR) zWHHwCq{{Z-jb)6i>jw+l>Ki#UqylgKby>)J{&n2bZ^n1ry24YuU%xH1C#qf}xxq+c zr;zyiP8CMYksuU&ng;E2b#~_JWXzIFy9@E6%Mp$&7!t+A8C*OUER*y_<63mBnLR~> z5846u@5>*2KtCN?S4{0U|6EN!7X&*KRFsvU1_!gGpLx)y*tON}&QR3t?MysNxp#|u z#Ud_NdeJaybJO@x4YdYghmSh`^#MVwFByM5`BlEEVq(Une^NW7&CPA_*S_K*7wWZO zeYH=x@iBLAr8)d?lJ<^AL_~xqo?qoi$I_$C+bg|3JFwOrluy;ED2tPf7ZhJWo|io2 zdG*^F$KqTqozu^hELeGrRTLlby%``M;iqKP6JN!{tiF#`*U4$!Y@%D81Au%syQRw} z_lr<d%oESh{;}h>c(VUX3A}>?WnoGi10RTJ3!#pMGZUDhvF!zubE4_F>1CAAbI! zSSLSM`>s(@@O4+)LGiyBpe@yzU&uDOI{2UQ>$&Z^=)ps|z2$8Wc^z_F2DnB982En5 zf*?GUk8To}yDDAz{ZIF{zkE_K=vaQDN^pKL&3!^k5tcUi71T1=0M#+JrbZb(7VtB~ zq3j5YnxOc6R&wW1GWbP3!^$Boe1+(kB8o^be%iLcf(@?S7Z;yY1IZv6Rf-3GjC0p6 zapFpGL8sy|Vr(a!>kl4mK+B5`b~|ZHLT4-lu=4V9;(LM&a~M>$0gh2S>{^SN-@h=O zf>RvxPx-)WK?QXK(Fcx@J%uxq{dp+!qdPx@t+lwQNN>2{ht~|49S>~tc6N4dC+4cr zGy`2mP03Mokjx|~sS;Pj1A#Nb;Bv$qBPlzd-p-GA@?4V~9hRjVsEw}LC_A^7Xy?aI zFA6Bb`(>b$1|71!pYH6UzM5Z~f124VYc$<#A=8_`xVff1Y(?pNa6s7XjuTD?K>(fN zu12Tlw-v4bNy+!{Ks_fJ;IHp9zi}Z@WjUwL%S%Sl`a*&y0=2pW-AQk&Te~tSt4KTbar2j@_&ScJfk^$5MBj2E>DIup5A`?7esABt{V*Vd z-#mQ^J0G#fZ=aM}Y1B#~5_#5OL7+Lo6jCZ_tJ+!g^R%vglabB7M?^aLH%pQj6H)N3 zgOC~n|A+(yJ;?a=Jd8vDN5>9tGIxgMQ@`0r{nex%lUG(!vL)h;Qxu zdemG+AFz?_I(kenBP>wCnv~{8_Z`bym4&_^_4ZK}Rj3Nt)yjzx%fRhhx5()R>@p}$ za4>+&zJl?au~~od*{xira{Q;D)8;e^!|a^3AebfxuGX?eVa`Me>9`U z7RZM6C?NKCtNyu?G_E8kCx@!~pqce9ettDHe6p>ZhaH-1^Z{(7fSO!5u5~9{L|C{7 zMTLBDpHKhh?}>|$bhfm){HP?6h&?uk%F#r1?mY(4ADSkPhiLiY_ven!w+*@3qQlYx z=Qra*AN>?g z20kesUS86FJW5KaC}O;H#pYqzv}yX`Tr#AU^3YcYC`xLmmlcEw%nnVa97x)y!phVusB1N8$qn}lCPHXNs%^6H6^7d$Oz`}ee~5t zQg?6~j6#z&a5rbfJO!G6RX)Btm=(tmh5JY??E+iUq50kaelsS!?b7GFq>mmUF87Za zr$pfhmIz#?^^Y9d$;lqL>D+5~COpGT689r^$%A=RL+ea9gl}heP;U8H@KM03A^-e3 z;~}ZI_;?kRpx3TjM@~~ghkMo~rsv=-ZP#r7EDv%wht>->CT7E&`eJK`j$Qr(a3wHP z`%uGbnrkcoLfXfu=~kDhEtbB0{!bs;!Qe9gYXF5|VIwgFQ%OoDu$^6^M3;Z|bCqa0 zC%Q>x#rz7F$I~7T)UmmRui<|a-E5zm{xpT`P&D{O3}K@vdXrvdz?)k9=UcCNvU9${ za0MURCNL|gwx;&;E5$v1{X9~l`HHG+kokTUg?U~suAUv!2r`!TI`a>A@*~eRx82B3 zSQIl6uIEHUylelwfi6~BC)Bz|yGC7;e_V7eFvpg)76!jGRaAWc@%rYTe*g|6rLh$c z<=&;5$6J3s?0s`^UtG z0LMR(jKWZ-<)i+}%K5nkS^FK6e! zC4z5NWg&F1N;s*)LnA0Y4@pevxl$G!FfxiHNfw%K&%=xFlwj#Yvq96RqRh<9y#Azo zbaU+hpD=%OZz~L1pB3Da`ufb}Lie8{aSs9L9aRT;j{NN5XGox(#~~81{OH3Zp$2)H zz05d0GiR7>W@HI@WmMg(iNO<<>btDs>eyFfLq8CBNc%OsqrsA{c@EAPbI7*nOtY>G zm1xP{HUF@kv*($f)86B0n3$P)(EuQBKY&vPu4+-O!^B{LQpgyp@qObh)`9HAHbJlt zHf=9|D$&B>2olM+#tOnQ5l>;juJsz4kAWlf(gyVI7%_O{WPFyF?iq9=-S@=Sh|2wN zR!Yk5xwwGNZa^Ug=Z+AoJQ;i!SW#JVH6=RVPgO#hZqvGt{6Z2Q?BBZSgQ07*Q3SX8 z<_4NLXEsI=2x!(RnmKg;;Oe;%E75px=)-OFkHgV5<2M+34%KDdI}_qKzNWseZZtg% zDM`*gzpzPkj;W2Mv&~_DnoN0<(MH|H#dAV58Aafg_A)Zj&h?LDI#)VLE z2VMN(DalFh_1NxW#GWt5F9^2;WJ@TV>OIBDaYbtP^%SOCaCn_NH^|*$VQyZKJs&JJ zSJ12Tu4QBE_$2)7>C%;&R%TdtNWvgk&@}E%p~c~PBZmHypPnWFpT2EYffZdo6d=W zyg8VMUGjnmS2b>EG}p>G{{+X|^n5;|JWp#jSB1@`;P?CXDsQ#{!kZsojB$i=Rm4u}lc*N#?)v*$jLY4sQW9W>xraCb3XNio(h8U&_(hxGTd&i9q5BkhUubSI@{zpR>42{W z=buk1H?Mf>^~qsg)(B)5`M^?l)}rPpRrtnv>Q`oW|L?pXmA6ge9;9qgt1P^@lYKPe@Ew(yey96NmgzOO;eZRA)An&C@Bv(YqrFW zrw&$n(cOtr&zwvC21GVf-UQARO~>aqSlO&@Xi9G%{j)6Tr?IFCJBB z5Qy7owSRaHWj+w%WIxBb{3~mI`Ov zuvEg6Mh-%0N}c=80p8W8?P(8L;WMZm=!Uon-t{g*cN0L~z%tl)XY@{1ALnKX2s=%aj2&Z=>pcslpYw3$^F zcxGY`%E{4$8IctA7q4Kc`{YKv$qh-m@yFO)Rl)!A*@-`#bT@zk*0Vr(OU+YHl#)|3iR6*%muH}(54x}ly(du?_!)}K$J2bK}B`VUr!){%HGblL)^*6_Di z8K;wG8{&QaM1A@+XXgZCS3>dEHFSOy-MOzN9#>Mj51m}0X{c!&N7ZFsDn`Ey6s2Ah zsg9}m_Qs?E-O4PEyT^UDzx?*UMGXHxfWhoTonfCyOyfpZS#(JtX!UMmK&v(FS3h6HtXoNn>b>~s5lDSeR5b@VJ4SZC(hvbDom&COaAX(9$fRzmyy zt={mcKOkj^AO2O+bQM=J^3ufhI>=h|iO1-u6~@4qy%V~`m( zitEdm&0)Wnl%HQq=Z#b5@PHD*17D}rhAlM4ch1j~;XgF^d0_Xi;`;KCeX@m%f!Y6K zNU-=sVR4`9V0n9F#2Oi-(*J|b3;G<}_*m~hgawOb|C^taQP718C;*{cbMx!JXi^@Z z7rC>QURaPwN58)FFu)L0^pa0|J^(JcjHrss|*c0_>&xHlA z|9a?o=E%j(JN8I-s&3v9{CUr}>Fz4f8DHNL4NDKh4aPSP7&v~s&P;lC|41lWL1<*e z**;P-#;@I1DH?qA1Wu|a))N?d;8lA5FIY}PMI{{K6*)$Zh?tPI-RG5hWOl4uV1xA( zT|!LEaronX*wt6ypHKE-lg#&$(n^|cTP?Jq9X@+7pJxhaLF17w4VkeGRrKkRo8-Wc$0bbc-^g zqBuo_DdCvZ)an7QlB%!v`J~Mc`@|Ft4Wt)}fNxj)9M6B2l`#V7vT` z+I)K$4)EaXePQbFOC3w58Snjd1ZRiIf*Lg-6t`H0p_jo7)_9_Tl4c-X9DGBBF>%x^mEY!8esMub)8EL|@ZYpgT%e`g z2ERmz=3-|*A{uh{Y1=A{-9tMTiiIVZNnJE#FheE02xpKG&pytIRYZSIm+d}M9gZ(3 zXw|}$Az)b((bEnjqPEJO_p#Ip8jyg?G=Qge7bNpnB(G?62X zi5rO&4#`Od7(ky0v{R`-h=rU(MUxXMWok%^ELx|@8C*5DC|;TYedzsV{H}Ce+%0WZ z**Hi!4zFqP>7J5CRKRe|PSRuAv8>DAy(5vG*xra?ogC~;4nu(NEZA?ufyaAv4;rO6VTrX4RD8p+ zKE~U>NQ5WoId(Bk6I4MuG|_q(4_3~@MRA#muH9my2g#YXC;(S5M>GdHLJg#HcItw> z*wb?3^xjIbjygEx5^$u1I_cbjLi^OiV=>N#==TyIdXIHy0-jkoJ2Rz~ZhV&hes374Mg}s)L>Dw@`=DM&Zorv&Am0gaEyh}R z6!|=mTw0R7e>*d~qZBO*Cv9$rd$=A7bUa$lC@m=PFpL*i<$NUXQ-QbrQ6)vZ=ymYh z6M+Wqrht|~b@+&JLdWN-K>CtHtybA6@6YIm2`n$YXSe|g)u+<<$CmK@k-4^??i9o2 zrVGaj&g;I65?B9(pCnm#JisUm$4fz z(|3A~xZDxIv5DkBEzf@GC26#r=hGZ0d^Cq?Q`t|DqVyv^GrMrc# z+xJVLeIqU|&W9b!i45t`ibCzEQvA?kh*!`YYT!4pLnlXn6*ZGi3<4;QlB293FyFy+ z6;80B_5q=}Fgy+eWc!SsIVK|Fh*h?B%|w?K&I19AAV;cNXOWY-$GkR|N$H3Gf}x_!7__Ex|_9KAqkaoJjw9Z;}koWs$-;4+IdB&`5MO(j^90 zF3~fvr)$I~M={4d(6zD560t4+zn0EEF6Vm><859$9w);n3TLurXk|j&t!>V-;@m{Y znS>@Pl(;L6R1!UqI!+_1TP!kCk(4|XkyJ=3H>Eo7k8}R-;l6*r@Avz; zKG)~Eu5ZD^wNDr1wnd`-yyUp@P-K(Q22$nXaVTk9m9n2S-dC+U^qpT`m@8BYp+|ur zXtDLPf7wSlaTYR36YP$~;kfXE(j&kmv9;fya)B)lcBVxs%wr{UNvaQ{8MB(mxY>(by<9F6beT+J+d!lX{8!bK#Jwn^FPh z4IQUzu;xUXNStxko69!BbFRdSAtW2N8=d_sVQrB5O135gYS|saKQ0b>yBwqB#oF8f z2emAUjXdv;a-}26Hf-35(o#ps`!3n3@9ve;6kL|3I5#+ZUUj8HOGaU);}k}mx+7%PMMXO;-Y+1X<{PsGc@$+mQh-eYG90@3vudGYRZErv$zF>sa{oaqo_Eh|5Zr zszzB!<-Lj7419bh)3>YUDvEB-)on&@0pGFh3>^!3Dk(|ieGI^Qcy>mJ9Ci(=1aFCGttIb zu#_cvhX>5C(;csbRNqRaD^Sc@`l^>(XfNe>kV-RVe(Lpz(Q{jBZMqf`5>i6_%W;|f z=On4GpTrKh!)OxXyMg0VwLFeg#F_GMEz1|lD)KB)_Khoi;lebJ#<8B<%hCa}RPmCl zgJQ>lhKaNEp>>LS=FAB1Wr2r4bM{l3o(!VztLp01(csS}tDM>*NhI!6M`_^bv845N z4s5+8MjHxAx-xEZ0dtu#7#K3|t=}cZBA1p-b7Y)C^@7sANglx{I~2eR+}%@j%k*M% zyLx|>Bm8gWN2+3L-6F|S5=Rc0NN19YGFV0_nGpz*o7UK{?6eK0+ZlB)NMEc`hwR>? zK6r?kT%DwW!kwUTt|@G^+8<4vDQR zD<@`MeN?d`?iR_dY0%AxRc@7)dC*^GJwJUnr+v}d3&03gg!JO*-6HO`$dJ#J%mcn@n%iBk?6G2HE9Hi*ECB`4tE1E*+krA7 z(odyVIqiF4hZs2Joh^@YPUL6naCwOmN)+?_=O3puU2wSJI}mNLRwnUn*x{4W!r;;hww)WV;g2EN?SPJ;z>vJYn3fl zsJ(mkEP>T9tI)~N{5ab@hD zk19T}>G+5JMyM{wBIq2tDf_-J7Q*P&>Bo+ZUz7cO;>d{;%OrOcU=?E1*%U@Dr_x;; z<}hc@GV)Fh@C%OzVlOEzD;vTGAoen0X+}i|8VZBpb=BI*W@bfakk*7Elgl$#8=3L| zC0^+Es)?>BM&w;V>O0VF1@K?{^EaZ4HIxx8eGJDd z7tKQ&!yEv^`KWWe$jvaslWYt84!wQb>5&cj!`gPLy#Z2_ug$WaewM(ftNnKjS1C8J z6}l30o{!K}9zR0*A&j^tVaD&1_og%B8gsHx6t9nfvmUQ2;%Slox^l%rQ2ry5Iwr`Q zSxfSho8h`AyUUaG@m6q zt*U8mkT?MrO2At!y4)^jp)p9)O@kZo&m9G8HH%MvgpX&h@zJIhm}Sqjv$GTXY)(Sr zd;0EryfUq_b-Zfs2u4*&)D&(d@hN=8Y;E)4pnsCF2O!F6zW+fO#(cRoL?fucdHt19 z!fnvg3AZ732OghTEU0$ch77;N%ijE~=!s|-=P~JL)|<>+?O1wxIZfoKx^`t7>tlhl zbBs=@N?h@qnv5_HPfunprgn%Br*NKG(nr9?i6mk3n}<8ZU~U>0Fh>SYo-ae(ytD5M zs;Ay9Z2x%Wuc`)h=k4}$wQnS(jL+KGp1Gpk*ymon{7!EB{YFXE5%U*E=|Q|B&y0U< z!`qRZn5fu_i36&OfSoVx-VYZUSu*LbhwQ5yeQQnT-Kih7KW^T^?rR)!fNoAAT!Q-= zA0v3U4y*bNfsy#!^8Hno1`B)rUJtxqy{=-<@anTy&op)OtUvWwMwnQB9G#q!DYA_g z9$*+505LpmQSyg+J*Bn2l^)bO#+v0yZ?VsW+&^iVr63Z~%-rn=@DCz!F@%O2*;a97xmn~nh!oT3~@Xaqs5EJtmHo@$^ z*Ez}Mdx*LSSnUXB4ei%@eVV>R%wblHG--_9TkEGbE24(eY(EIR#v+hA1@375Gfn(z z)1c_21w(FIS(Ud<(f=k{;5tt*QI2XnyAsw=X}Qy>-=JYU?kQjr?lt+F{;+4(7c}ab z`l)GYWs+6F?m7-(c?UB_W{=jHDRp;F9cSxFu%?~qHxWFTI(AcdOUKUHoB#v4V9B}s zQnQx@HF)}NqZ_P@&+0DjR2(F-8=eF-(7+8Ov**o=#N;m-q;954Y?s1rX`v8GJflXf z%$ucGCNfvTD8}Hz!U7wQ+Te@2+9=D|ji%PS26gqzGZ*~EzDLCC8|ES%0dVO(Xvdp& z6OuX!&^~U_nb{JUtY~khVkQ5yfB)*huU-eFkbIp?3oPVorDc~<-yP@L>c=#8R~4UQ z@*z=)D4QqcdRGT_aEKv`72qKDDCYNeIZ8LTWCT-OJR>3yN<%&Td{pVXssxUaqImTn zX-Vz3u(~Rb4pv`oo*et3a<6%m3z$Q4h`08Up*GR8*s%Jk_hhN2}&znEr1K*gua1!xPhizF`09~_)KtQ?vrI?Y# z9RYrfdS2{hj@4A~i=~%%!m*9;X~0A|f_c^bywh zfh$$#ukggVW5sdKoRVkTT%dvl{_&iTL()soEAsxDjzfdtF6e*#W;o5N7(y@sBLKhh zRWDU+#h4`MJx)iv5}j#~0+T^LP6HBH6Fc^V9Ha8B_ylZXzur$16BFG`LqzxhEZE5L zEZm3i`_a}D^&0$99(rFk_DSZSOBd~PVmjjQ{QUgk#`AQhK@1?C8Nni;|O&souxZls6s-7n95g zzA=zA@=-Bg6v(mPDAB^FISV9Xs_>wdq~w-#A0BW>G=G>dZJtN;fRi1? zUGKs=A1OAS(=-P{?O!cwV$=|`K1aqU+|`jnteW$NLdz+&2RFzi34_YZnkSz<4@=QT ze!wU@G3i67O3xej3y8ZEq$2VS@vL#+2>9ec?2Oo8QFrl909csC7U^BRY=8zM$iF~8 zDR6vfpOl-zn}R5u*IoKlqYhY1!2dzfW5{L@%`Vxu0z~UGL07pQ{T(`T{I&loszqil?yFWPpiwJVHUMi`I)Y?=3m(8{*NQ=CJ znul5$?T%}CN7dHVy6$qWkIyehM{Yc-``mcwZ%(cw2dz4JG415g8P_}~yf&~raIwFqW2r%4 zg1c>~#U{&bpN@6v_g%lyy?&dp_jJv>&Idl1ojBl4Sbvxfi$!Nmv2lYSFzF)HSzo1u6DgXcg diff --git a/images/arc_distance_zoom_5x_best.png b/images/arc_distance_zoom_5x_best.png index c9b00ac0eed3b5fc4ab036c4997aadc6bcc8d2ac..629750af6254353c5c7942556dec1c0164deacee 100644 GIT binary patch literal 49983 zcmeFZ1yq(>xGnslsDOcrfCz{v79e4OK?nw=f;0vpBBBB!C5?fg2nrG^B?3y9NSCM} zp>#=0N|$u}bFufn_uM+;zxO})KVzJGzp>p6KECgbwVw4nbIxb3_p!n`skL-l=qMD* zS{dn+iWCZUJcY7Mon|H8xzok51wW`wC1sRp@Uo@3>Vn^CZ%b>KQYiE~S)h z`H+0gE053Ts>kmNrS^Z1k_WORuMU(1g>Oi=9Eu%O5W5l9)Uqg4Q&SV4kZ|5|GaVDJI)$B`{ZiVU zQ%%9^H*BENCUe=NCC9ZftI|Y6Lu0+`R~lN{h+i&ZY*DH)dDT&BnD^j8g(|+idugvE zq*ev(ReBeG?2AK5#;!+AO--Ckz6+&B9@67KhH57}i}`a-{^_k2v>Lr??ksuoBsHZ> z)slh$QU1fHnMt#J`2)+NsuQO!RAwtID$&u=3EZsVO-)PtR9~;r)OLN1rKM$RMh1^} zMtb_f*r)LFjBNg*ql3e3pNF>munCEadsZGIrJMhh<*<40CVzkbD)x;VHrRD6McoYZ zjjHhSV;np*_w#}{{Me6Kw6=YA-n{>+OZtiOJ%fXTF9mfUrGK7Mt4Qj6uwOz#0>7_R zjnj1Fu%D7>YFoddT*_UJ=CMmp2opQI+rs>8h{S`H0s;b#j~~-sx_mjopmLY@fS%mF zCr_TNXJMhWv9am-{d+HON`~F65UyzXv17+JZ{B>I+xzY142zeCZq^(tuo~@E}6r_{;dgaO$N@hLBjjvA_hyVO>^7dvNA0OZ5E!)=F=`=q(8TC{uxuDdQ znP0%<*GcsY7bNB7=`AcQrUo;HWV75`>}S_5U%AH7$!P_?rI2ED`L2zP?(D>Xtl={b z@pTRk4pp(2S<}R|z*-C0)UDAl#*eKlXzwCtSn@+2v_pB}7g>*`vmtE>C+)hnHE z&pGeTO__w{hwir+__-oM{V7h`ia?|@@BR_+;NCqdUS8f|1O?sXUYcbXoz|WnMAq`E zNR`!}o#_iOCMwAeb5nxv&b+$6>+I{?++51LckgC-)x@97gid{~@F z{r2mQg~jPxw|Ga##^kcjZQuUZVVOR%X}OePRrvYq&6!6Uo0`tQKgTX&JGFjfWCSrw z!*@CT;kR$n-UZXs(`{cKGmwc73gWm?6HQAwZ1RgbGb_vE#f#;_!opLtv+ZA9nGZWG zh#>b082(I>Ex0@0bKY#=Cu5vu)_r{ImZ71^%(wwo*5}H~4^{25d>R|6sl>#@q~+zM z3f$S-+S`{K8X7jHo3ECUk?CnnJAk#-+SYb2GgE~3a{8uq>(=!&q{L;?OG!ylazmt^ z2^cjVPEAeCZD?Ta>gq~0?Or$0U%y;SODpo;$< zcLzD-*J?Sq&CS_{)r;P&js423WlQz=o6kRfteYHaDR|7VJN`yBH#If&w}x1) zoUJ=fKXuH`7PFolbes9p*FM@=JT+3lk)U6?mF<|tnm>KD{Fc#L*|v|9k`9ukl%JnZ zXD%cpL_<%ncJv*l*_COZq=W=jq)OB-eytDJ)@D!rTD_Ttg>&0B3RdXJD_6F6efM(~ zwVBwqZ{J!h#L)>B78VjHfuc5##O!9?7*xJXz1_A<$f(gJHT5u?$ldiA;PXcpaU}`H zEn?$+we(xJZk3jn&i(b(b)@yv^6|kYRwS36`VYHLyR(rCyY(}P_SsfZNn2anwD$8A z-aKmYSH9ATSdCJDyjgo15v_CcW>nRW(o%XY`{|w8iwickW8Z~e3L9^wv|?gu)~q>s z{`>|Z(pB>6LG0y>yrw4hAiD{cAAzE-817cg=3$$O zXvrXNc4ii4X6Ctx2IIrlMMOk8a)Lx{RM#U4gMxyJ#yUDWzAYZ(;gQ2TlG4&H zMae5xtl*B@$@PT2lF)gHQuq^n*eIFm6vN$bq z@7mGi&`>UNi9rqvR!%=x-`|F*S-ssu`lW!*{Y+k5R2gRF%$YL}ah$zL9EWarkzv@d z5eXlAwL<+Agl$yLtQzii?+S{Mxl^POv(*r2L&ORw4fSaaoh(MuUx9Ca`TBM5SA}wuy?cd(k}Kj^kxOTDcRobSoLBld`Sj%WPvPf7 zhI^}drZ>J#`R;#&0mVaYPs0a&l99_ZEREN&9ai}LGTppS^=LNo*)J?-lJ>0s^oA)2 zBMcATs*6{&QThG*cLcBSp+nw_mR9q>dwRk%nNXu1K76=s_wH556taI1l%$lz#>Qrr zG&Ztj*-W0+)ZEIamCehq_3;Md6IWM3yBV{C1{EhG;yk;_TbfzcPGNGsZ&5Ai21G3FJI%v)D0Mw&7#&x z74}y@=$AeU4i3&-JKSZSZT5TPQL`RLV3xf}^lR2UjEdqRH3T6Uwwb^a;Fam2qeqW! z7SN_pOB^3+&MJ>k+HHkpAgQ3Rp3;g-U`)?{edy+u=1i-@mV<0013J@lTxrR+yKQFn z1<8b5X_(DvDXCSM(o-LAR128(DDbMs6PR+_)YRs^UDBg9EcdZ4_j)-wJAbaL+k7$k zmIuGDh-udv&lfMsa~vF~SFYqv5*8GcxO?|7%3*?O_qpl26i19-5sQLxPC>O!*&7Mj zxZqn3LaSD-3Y*pIDGR1FKXp2zR}jWkZzD0$ylwk-MP@!uuI+E1{rv7HENI*;!gkb* zCdH^Juh^HLv3Ce7%j~H%m*TY9(fUAT6ri}osjD_hX=!PDs~>;8g1XiE^W)9ViOOh= z1BVYE*2esO`|;y+keFR-Z|@T!!=J~udng}`9qTUDU6`AeK6fr3v+6ZbaQ=`HsSxuY zWj*%|6c-kH_^Mpvt*or1I-c#{Z|E@phZ(bN^1CAJPEhCsDglL2?h?uUSRvONlJ_Bj zM=R{MX;R*ow*Sx}r;v~xii(Q2M}D13x?cXaWP(EKEoSTLwQJm52Pol}RQJerd^Bph z5OL0D4j9wI%9n<6{b$nN*FuKei%ozu&CSg{bqPDLs-FA!JVH`^V>#4JS5W`+=M^Au z8aleXP?;A5pJ0@7DwXDxn-)jdvwTmM3}@2Ln|Ju@+|8jH~7 z>lJ@7yDcUrCfo%v9lUX#NgrG0OhZ#s)ir(m{8oEND+edoj`wV!Xk!w?k~cg)$@u!- zPPtew;nf3xxio9nI-#;n3^qj_{BU+6Jxg@QnbWF#8T#A}*`c1Z*9*VpCq*Bv?~k+8 zyL$B@@To2kjPf-%0=~UeMw|$BzG2 zQ##{V*Z0pz#v7QJR)bcuCy#GGPtYC5=0fOJokFnvwePQ;0Jf&PhIW2`bzl{SiqSnHTK%4|uErfJe{KXb z^82^q;s?ROZ7oORZXFm-46Lw3L=sd}9jS7{)>fqC`*)RmY6>DtC5>8f;_69_WA#B{ zS%JnWwVM)06uqaQF`RH-_Z58Re8}mw6kbcHZs=@UG=A2es8=k2DoOVz=KXu; z_;>-phqj4<1}v-7W@ZNou8NN4MfFiTs(E${W3t1BKRmtkv5U)sOyhDeQ?UzbahguZ zQi}`o-o5T@M-+cAAkk4Mbt%RzE$(MeC!gH2cdtxDEM~qlP@1tkUgyNaM~{ACj>A=B zwxIU!i>s`t@SKb*LJ{Efmi6{j%gu1}<7Pi<=D3Z9af_TrL!|UUB>eTqf6IJZMZfip z)U&O3M}Doa7;Jo;@5UN+Yxl*-@Lu!c@83_MP>%ok(^$ulV8|gJW;)OOW%RFGNbQOS*OI7Amh|#Wqe( zD)EIW-LTod>L_MFp9Gspqc8dS+|@b7CDB+$dCkpR3kwVBWOh;16RxZPlGY3k69u{F z7S^!`F~YKZ6BozN4>-4+a#deHs=pWv2w*C2C}%NNA={|w=-f6~Hls zta{Imda)G)&Y#%sp^ZwPdZ+V=Vgm?VXlST%Pv*eSj}P44-HXoljE#+vBHNg1vixRE z^gU;1sfc;%6)S+?w5LZqWo^9928prD2Z?#7P*H&W>KYn$96F?8uwwwEeH#E2aNBKj z^O!Po%V~>opr&ogGs-vF17B+SVOl~g~Up$HA z7N$G(`+d;!SFa)zn6_?p-z^`gjfygAf(3a9DeWQ1IVU%_te#fR;zEXP>3fto?xq6D zaDV*)5u1rM8y{1nNRHl#P<}#i%TfCXWjcxVvUc)W#@_6{p7yf?!j#BK&K=vg&+Im# z-Z#I!(g9zXgb?%eFfP#PNtE6Ckha zwXy7|fF^BuE7-(rrvfI}FQgc;XJ%%Wp-fIqPY3IKe)O%R9;*DLmEn;L1qUiOA6F)>lu=n?zIjmvm=c+@pCbP7FpPK_4x zw{>(p#MprwFDIe_G?TJW8HN%+VfnVYmoGQpwX)L5b)+Kv8drjXyK@d-f`k$~ysbH4F$6x!t1^P%)Lw8r#6$C|DO$}Iiw5{<+#15PD zI`%v)o%rkJ+t0id2+k8U8)|0f!9 zt1aDP;7MJbI-!nOKnN9}DIQCWtF^J0ag=o=81RL%+FEDut+~g~7atZqm6I_rFc8?k z-?Q`=Xul%sJ>-cU7U2D#Dl3%)4jdrj#6w_ATBLoDLr+2#TwG|JCZL3Y6!Cp1^%FLx z3pwq!5m|*AieNC}SQ5IB(-G6IOjCa>oK0Y?)H`I(8{tm_sDo%y?WKlX3(>CGdue}pi-KdnHfoB ziKQ=sy>maanHi559!P1Si@BJ>gmu0GR4N#7UlRP@2@rq|1cI4bV*MRcQzuLq2?H`f z7z!tHy-+D65$uXN0II$McZaouu}lg1#C-4^bpQJGYhG1^lGDnyTWCO0f6qts&X2^# zwYjkh6WR#MlR1|9?NW~YWsF#!%Z43AS*IanO`heVxpCpCJb{GwApGeV7(9mJ=9Rvi zvAjSV+@EIk>d%EQcDI2$4c;apS|GaAY>)+){e=8Na>Mk3_(={wuu^R(oISO1952*x zxDAI%`FH8r2Teip!?o|)H*dNwE==b1u5<3;NYVbZjHo1psPy;uSFx{yNWIjESWMa} z=d(>%IHl17w`@DgywtUr+9XM2x5kPvIVdBSud#YaV-`yO?oj-7rlpR?K{kEu^WHX7 z!<-v8Zbba8#VDIQpTPa$wRneLEBmCXDihQ^kw z^~vXTiU`@e=Iq*PcK4s`>Q)rZkjyIfM;Ank?H)B&rfp^wVZubKS{@FinmQ8f62y=j zGnR5&`zzJ-zJ{WIs<+)~<8bN+W<^sHQ% zwDVf9`_jA4@vqx+aS7-B*SbMNY&RIxAHU~m|>cHZi>^+6R&nvY2dF~?g(?4(9uBd(W zDm8R=b7zUa=7WPlJyb|7_L2nh7#T|sSzmswYa5rEQ_?4Jup2x4tUh8c2m$|IzJ5a% zDYt+kCKh{0TzIU+pjE~GJzkcZmyU|q3r>A}Y$~@b_z{Mt=xhSrkJFzesAgy6xC|Mq6+z5<<)ylPNSKjyUXGt4^yyp9G?OS;G`RT>K z%sDpBT{3r8?@dP=i(B;|$r6_e=~oG&~*%K$WT%(tF>?(Iz$?zY2+H=jR$J}jBx z@ySJPWj$AS_tV#}?|J+7?Rqx0Xl4G5k2}QwxdfvA6lC*&ehTkfPDnAYy5IZ*`Qc zAr6Gr8_8b%bqULV{P;o0MyTRm9PZ&U%faxc(}pOtV3{i@$enw>TpCS>(pK@ZIKK

      &jK2Sy4#@I&t=q9wM0o<5Zc81fwQ|3BGgagOX`zZir&d@tKK}rySWjri$wO2r zRDG>Qo_I-D6xf^bJAX#eiK-()P}2*rI-rYN=?G(q)YQ}vldKQUU5F!93W&gsO@ceX z+>Qe{3*o&1cm>uuY=S(|(komvbAsSEjt?F00-gapyUjMWDved>sy&W&I1@r3W*!VN zI{+yY%uvxEPackaiCx$iBr&N8sgMgTW9AzDYKoT$DNLtNha%IODO5aR4LxO1q3Q#nvepR`jia0tz4Z6q3$sD zgfQVOUzR#IdL5DfI}6YoeP_Hv%sRh^ToXDzsbPa>=+fCI|F8DWJgn!u?fYd5V=`mQ z(uicqQYvlstP_!;qJ^RqN>q~+E!ON&+O(Omw@D!>%GM&4tzDv(LMkLu_v_=Dxt{BO zp5uP5=b!ue>z?D7p7&>e z@1OijuK!1F{-4g?f7J>Vx$?!X|CK5?MQgrG8o-bMVE^Unu7PhXd zU_=6jp1LPG-MaA~uAEVHO*p;h+i-`E3c3I5_QW&gzYiTN@@Pei+yg zmHRsM=IheOmi=-|@@*69iVZK&a`{dw6#dX6uE?_F_jP_gTUysG^wH6Y&b}TnRMbj0 zj(cAd{KkKCzj$mAJ#90Gd;MP{(S{+4FfcS+i-~P%K3e)ZlrCdQjhh5>Q+Z^H64nnz z6(t>CE_U2!*!8iHI2agInYUM)H!-lNX`Dc;qVsRxSP2AvR_*i;l|hV&o5YF9@W|gu z!6@@@8_2T9kT`@o-dA+R1jXrrN`~E)i?Chi!reA_G>4R1QG5KYEr1KJA?_NAGAR8@ z-qdD2p&npPUk!<*d%GZqf~UGVdY~V$K@5;{#GM9a)$wJE*Ds|+DRCeDy*cwE0oN7F z12uArUieh)z?EB!eXVf%d(FTo@WBr!*6mT>lK`U&YIGMvA#`+wlt(0H%%C%Wae4OW z+9x_$BK9^@7oLW!()IOme`DF&6qp(+CAWQ|;I{oNTmGUQ-c4W0BlLQ^hP?N0am2b_ z7ky7tx{1yysL2nFm4fc`?aeuYi4{eH)ZGdrNrVE3)m=>NbGy1t?yD`phr$mF{7qv|Oj!*QTmx z2walTswB{p4u#(_-EJf#4r$>p2Ce8C4;VZi7^oSQNXgasF@{&7EcSU$MB>#?WepAw zb)>3yNDW;VZ_NYJuGlw1w68U{#eFsZx;95S;l=Z_F2DcM7(C)}^R@8OH@qfZF@I4D zdlqfj6yp)K=j_XG0#@-I&c?>Z8sEUmr19g*w`Favwze%C^NqPh)ORA67MeLN61`6b zVV$FFXM8)OUmNG)z44>7xS_wH9x8s5zVDv?gxs*o6EmI!_m(#8{x`Xxx#?@E(TdAA zZiFOC+sAf%EZKM?!}_0+p{;pW_!Sb#VCZ4MAKvl)uWu6dfqw#IuhehPwG*cKsr(`icLiSTv8 zP-ImHnA)$82IBn1AiSpM<7)+n;7S8F9*{BW2D3J9w3@=xOXy)a6|Qut22ANwb^9sE zeS0;(xj4^514>}qbGLfsZM!$oB@{}+K~uMG_G?eQ$`XvW_uez~kpCv&CEIY*PfFaQ z@6s@&-ZnI>1e=M*_!y0wNdWZBaTim3dC}9I8LFcKUnB~BbjPDzN2dX0gmNo>^UK@l z+O;9$1(^oZRaE63d-F@3tow&Y+MkLno2!*QwV5B=aI@t`!&&!$akAFtFGsPG@#l;?NWf-DJD|)>G zpYfxQ=`fA5^#PKK7je0n!(650H}Tu6M#yD#l`%W&`K{1%W4st~62*l5_19-b7e(}K zaMW+6qvoD`b+E`nZ>0YpAVx?_)o*~{-=un|5U|u zyZ8L}D6#tMQ98w5t2jWsQKvtw&wHSXY1G@gl~8?5miW^F)uay01K0+Fh3y>PiX*l* z%}a7UGNQ3#$2KWfKuiI)qBjgY7&GkF~#_xbBihw?c7|5Mfvi zy$)j$BSnO+KEA98>TOfP-#M4LuHc1ANeV*hhI6bcnl|j}uVs}WKpiDA;|5z>r*9t% zYlZ$|LgF)Ds6x#t@BEjq3T8;mn!_(z(ofJ6z|v`>6DqKu*3dh$cBotInfVeubDcYF zRgUeOw#^~z#hsbNL*}2Xu$S|WK9T=zjr#O3B9nGN;_90LQc_2lPe!2 z+U`*RFI~0jdGvDxs_BJ^XRlt}lI*7G`MjjWMeJT$W@;LuVBG$-+BB@?PDM=qrnQaB z4wi3wDP{KdM9I_G^En9SLKu&~`a!Fo7{F;xKcE@^Nz=ADL)z2swS&p=`nyxiMsL+D z+;`S&wAqMtxz2wo7Vb}N`{rcoxyia=)W0Nhcc)=bN$M-#{WFt~66C{(<`ha>UEleh zpI;f(ew&!&^en95#;e&CwJz-`XXbm&at!yrdL&tJSm%|=hbN>o43DecfG>~MRVTz-nF6cPTV^VHToJo$_ozEyNAavlm`xy8Gr zq(pr9ph@eNEcCfORNQ0Eq$)r0E98|Q^GcHn{x_9y8*ovNZ1-Kndeyd23C}TIU%dGQ z6X9BS;hZB-Tr<`b$IWn1D0$#=*3^zhxsGE(^2HGO=Ph|pAfVdl&wo1-I+^Qu<9o_y z`t>vO;h2AF>7-3$NdQ@i7VhCIKzxJc%g@2rlhqbB<$5%To;!!e?(tXr-ocjd)7w3$} z1P_IVE-UDL3{qJ$hneXhYyxdi9tfI+*@cjlJQlWu@iixB4BcjTlfFwWe~{AxFc3_l zXlhkn2Uk`}rvfEf`9@Ex7AtdkUenH;hD7?~jQ0y=0LpiG zz=Qo89&B>2H`RuIA6zIPB7G0n*JlC;caByN{TKle1X=hubHTXyIRJLf^IFkW?Z4dY zn9#1twPwy&MSR#+pW1FqaaCxwk|%!iYgt2$pf3cBrVS{#A9~>1-i2^c67QA%5(np~ z{ZkeEX01@ZFu!<~DateRC3{A4*^QP+cw%MVOMVifB+SQLd2z3vdb4X3yA}!IN@W4Oi?_jC*6l|O2KB$^I7Eab^QBV?;pm&;#+>wtkf*<1Xny~@ zaHr*KTDW}L&N3_RiLP(M_Sz{(DOY&3B$tm|-!8W&)d;}IcUFIH__45F936^TK}aV7 z%bSI^Mrc_?cosSk^Va*zKfN%POuloZ{iw0Ic?3cd_+?E~Q^qdDy{G#mF2`@TYr0Uwg&tw?^wuiw%bCV$UKJ&6wXH%bcqVYw z2^jGxU3XK@z2!Ij#OV^lE5s*JIEbsM^o%Ug(!(>g zsOzkQO`GK2oJK%0PAmxw$=9FScvl1yaW%fFZ5dY0y^njwz{K)O2^8W;^Ky+%xYu>Wa!p^TMXL-VabY zaFwU&{ek1fiz!|MD&tz}6fxf5lqM-fOZdC$OVGlcKJ`^LU@u<~s+bsDvI%sTDI!=#N}Cw#nW*K~H}#bws1XEe?g4$tYm=;rWjkJ=&X=sKjQP zrIK-2IWQ_MqM+EUM98kH6%#*ZhMTk3p6L>hsl3F@>;Y#Ymzs6%+O+~@7UYP2IYqu7 zvup+xA%~7`KA0?_s{$qi4@G5a#1o#HCH1$K*P*d+r4DYECsrsm}4S~J8` z^mYpqi2I_V#x0rVglUor+LZa22(V&tw2I0x;P{H(S0%W!hva62!#&Z`UlZ=x?uu8h zh*GXR9&weD>mL2tl_7m0K{xVbOKo>10*jKI&NP7+D{&pJm2^uwL7Pv5??F;ntV zpNEUwrEM+t_0B&hU6z%eAJ%hkv!;!!>4AEF~!h2Vcrtmk~lT2?EngCOW3}C&({o^>@4uooxD6BUW{eN#=2~V%kQJZ znK+@l5d&}d6`Qh3)Ghl|x-l$?V{VN9K#u%KEv+EB6e^ov%w#o;t)ZKK(8L|sdovc2 z#sM@=avX^{K_z$N1>;gzHQe?eI3Pc1(s3G4omPC?!Yt+k{IB>LnIpdros)ZxXXdI@ zAX{vmV5~b93ra@z^?1cRTeHm(vkh6tmM$^BSymS2|0P2o&Rd4E8>BN6%U7+JLzEqE20AU@!;LN!%tPMe4V=n=nWTCKdo;Zj&?6K22H}Fn%?Uai(FXag4>v z$jIOWjz#Sq`$X~N&|$qQxiXIGC}He)^6o&aM+xzx#*aS)dP^X>@m<6UuZkYW7T!%# z%--`Vr|x)l`_vv4#e$snB#+_|&UDv#E+bQSvJ+nmjp(q=b~ z1bCtb@(0*{oa0x)uGTb|u2)R@BEPIf5+WhqOR|yegU#Xdw{M?{N0m{hg^jz+q!(CZ z^{-!(+>x*MQ@+8{rD9vC0Lxpc)q4z^T>@LP^vB3f#lby+;J6f+%`eSSGVV887nn_n#}a_Tok$Jj8GdJQ+E*^yOxY#8P^FMj|P1dO)9&(c^Dt%^j zi%j1^Fz2o@ncjIro@4BaOFMaM{5VR`$im_h0z?Eo&{w@Xi?~83J0HMas{Yy%e+w5a zStI|T!5RnKHiag;h0T~J+&$?lM9_9Abh`n%Bwg&{aWSUclQi@zuLJfIm;%CzO+{Xs zNhNY0l%AEDc@mW+L-Hn;voJ*APGj3{n$fFAkKv<7XB^NDt(=EVHGZu|p-TuDpcrPx z(zCMvxR;(#i`e$nlW3~zF?aozxR&E4$yX0zv0 zlYr3U$Gcb<9-fkMmDdDEu;@8~6;esE$J2br6;Kyt&}gFjB*W-#4HL^2WVrFBR}WF# zG`>C;(J9~XHv&mIzxm|JVR++UHS-76n{W!Nt6M+^KSoLzM0Lu~Qm##lVEwJiUYwdv z*3~#dr;n3x?iNBa=26`LVuuMUt}fbG#NuIo{-X8xB9C{{zHXQB?)DotZRBJK?AK#^1r1!Iz zd}*8ky6YwkWmwVtY_K^6m88W;|4@fnD3a*WCq_oHLXhbzbqw`3hP6-1{UpV4pP64( zg32SEJeo;fK_lQ21dt%A2~(7UpyBcz$#m}U_zK32gm%90W;2R-fErM3W630XKI#&- zu9ut=A5vh8T{OUzS3C}0AWC9x>nTzkW?A)LMR_pw9}& zxv;nu6ke57RcZE#Y8Gh{Z?;T97eQw-m{%8lQEvCdUw1%MbzWzLfRe4u^xf_l=q$AqHcGJ z{9=h@B&+9=xmAI!<~twYs~RC|6+YeldO>ZtoYgGDU=Ig}OX_>Ie7>WCY4|X(X22f_ zX*jk6ELhJW1xD8$#BlMD%J;jRq$PJ?G$;;huKd(lRWfdjmp3*yS3=CJC7%%Vj&pi} zTImE-vEqv3%%OGUQA{>013qJgXi}-OWXVq;*7#V%+OOdD#+H_g>eFW$%9rrXsQD7)UJxv42LD{Hud z!dEuZDnXk zSlYA6Xr|$zCu}GX_B`WU-|5{fM|F!y|M~=}B)h?FEs6Wu8sV&mpjLlaVtpM=sW3oK zC}vQ`3MDS9K?8_MKFn0Hi1#*4w#E-16mW(;e^W)Qa}=2luPRebKb)F4L11(STh=6& zI%vsaI*(rL2khTw>F7veV7VH*Du(orp@`Z;S6e_EwY;gj5)(B+eTnuHv9V{!=4|ed zBgEIv9B?c`naq9n?i^;xX3v?^1%$;7*$tD`L_QWH18R8x^S$q(0H*VhXlPj7OO^X- zRKFF#XnXO-)x}3&zj1c} z7&~F;)J}OE$1pYgwLUEg;cClYNQ|5vW{ERXf>M^txTg92`}CQGGbUBLu*sU*^2}-X zo;`n6TRFs?3>1Lt2pU+CuzIGTZd&Ju7nY4?L@kfxwg2$pk;8_0@rK*_-q*HgO_Ff# zwUt^{dqtKY&xb|_bisH$Zd4IEYu$PCxEzGe6cz+swK@Xg2Ft`uzO!Eou#Imv^$*kPozsD}9SAm&vp!0@gs4 zHC-6_5FHrA8V5dq-b%Z^GuBJF7#aZTPg3dO7mwa?@;Ga+x&^s(l+5BAmQ?LLl-a)q zozqz~4B}sB4=x$o+7+u!TN zI7PK4)jDa(7StZd%yYuzU$mEogydKg{Z|u^t?+To0jVw`(JTVKWaZ?jOG(R4g#4_5 z^St8GLQ_GFQo)*RTwn{pO1Dl3W|BC+H5$68{91By2sM|b-bd$Yp6%N$6N>eq+_+@^ zurG#EOf1+_4<1s97PU}-vccViDv#HbgT~m{@e=Kk0F+aiZ8GCyHspv zjSUAk2>_TwFx0cKIH_{>iyQmrHAqRCL>J9;1D`?C-gnTpJYg3UvPy0>KUjknVj|tE zNpQTAh|Ja)@fr1!mk*rBQ%E8}9L}*;Q%-q5D<)#&^ORyOA$l@ChT^MR3?20REYOHz6 zYu&dH-ICB4=ux{KF0=oBy;u@l=o{D;)YQ}z@nQP0@|^)c-S3}KSQv;w+=}eB4UVym zpFVtG%6sT)#u3FH2?=&1?c=c)nmG0yFu*8kw_If4E2zmGEHb4i?_r=U#VV9ah5;^} z7&F*X*c8MIJ1V%q7{rBLX^=n4L41tLL|EMHdvX*i84B6P-}0ITR(&F&V7m6 zaNBj7_ntkEpg?V9bYP)aPVyO;7~SL^lC$^DOO_l&5GpUZHe2Hxxd_))ZrL;pp8>Y1 zM*iLjir-p87Y-xKt|xi(sjQDFjdYZF-`qSxQE|U0PAtK#Jph}9#d^1jZPSZ;6_Zf7 z(O9zKHW&VJI-g3LPHa(XTxNf702%Wh^~a%GFE@*|x|oKeSd^lc5G)P}SrxJh7$SD0tuKy0^YOvU z&02!e0zYBcoMz(tCM9)BV81DWgQr*?p;wDVW%_(M_bvuk7F?s9jOmdgPiFL#DIq|8 z=C^dC9HXo|@|ra-J4{a1Kc9K#be8}#2a*y{jq1PcmC++SS406%2ogSbK-%s-dfeiQ zdK%DT;~5Dr7qJuzJBCLlcZNdqz_|FIckFhGbgxNSbdEw}rt_Mya9{APVteuCM>Y4| zUiE8r{uVl{nFjI~!<~9If7Y$h8I{J@MXRkq=97#}?^&x=@%ptcr8`tvK~h0mVOH^R z>YkNgQqb^bcu{Ufbo~R!3k;A2Kg8L24L{+PZ&&8}V*`X7gbBQia5c70z?W)Aj&+pZ z3(T$*VFLrx~LtI)2|b=3g+}P zxYrph9(UrRAcuIb{jzU#O&3~k0p(S58C z3tU(>1T{ze>R4^2j>bm)QP&F1t-Lj1$>Rl8P3H$$A$Leve6*F`dtp!2M7!eKXrZZn zYQ-#(#ZgyQgfU;V*w|QrNnuAz!u66P0XsT*igh?+5M0lj{rjuy&2ro^XJc7K+CfvOj4jP+_M*9gSq6! zE(e%o?rmVLPrqa4(Ubt-q!ovsV7L!*AFih6$FF>tm>Ds{G~)?Wdt{B6U@Ex2-CEuxG&418ukH?d{|BN`TFR z{rwgGSzH$KHBm!w*iCl4B2VkGPmq$H-?1w0?x!_M0q6T1`!Z5l*+&?_HZ;?NZqU~IfEG@?e^E}zOatEFRWuBG5X~AmVxLt~n8osrnhuCeeWU^LKK6MlGg0!Lc zp?#SM^UEu_7x+h37S^Pzf#L!dxm_Kjs3)s!sLI6`=ZgKMlnp;-8wIP5%kFt&2>1VDomXC@Jom1 z532sx`n0-(7e!{{x`euQh3-0NEL6a24Of)B-C~bfEB}7VcD*j|xL^BgZHb)*X;Cz1 zv^?6hh=Jl@QCLVAws>0hVgVJ$^dEHT)44wN07x5Yn>Q!#`kN_=xMT!$$I_w#?=l7t zb`x`>%nGxt6Mlob0c`^y+8&*m>h`%`>$jyx73F6HQl}uQi(k{ZR@ezY2%FO47=B{k z)6NZ(?lBPuGv&N@>iyiBM6;_^wAGXJXV0lqvALLnYuQdvN$Z~tc=wJ$ zJ7Gm&r9K-#eYw#2fPCt>1JTt7YNF3xd-%?iCFz0}WMhX4wrU5J`t~_CWA6!_8k`(v z5?|{SE}k5lxgEe;%pMZ9C5dk+FE7)Nq~hb#n@}VHaCG`(z*7c2s{TQKK8pNe6t&^l z^$!Y4%Tt;Y!(E<_XMu@WNX>_FnucgykZ&5Y?E5cEJ$vFt)5*xu&-aW?gksNy zEyv&Y3@OFS&GLZRzAeM~G)WpvVgo!mpNZx6KeP8hlrMnc0%QiZE8s6$<#H+|C6ph2 zjA^52nrFLDmQUSQw__v=*UI)jkTF$~9X!}gQGX#>)Z^UKar#w-XL^qR%eL|73x!WR zi~sWdpE~uCaex2+)2o(s`k((W=fA!sS30D+OD6Bnw*RtEC_{ATE}j!R%VOt$05rQJ ASpWb4 literal 37440 zcmeFZ2{@K({4V+_l_qH}8A_T^NGWrJLS@WMh)^=iJT{UNkqjA1A+wZZCL$7<%Pdpo zd7jSwXsx~f`|Q2X+2`!*T<1F1+26I+s>S!c-}^rA^Zb7I^t=ycq{P;*pBxL~%ejrB|GxMyg!NP0{(VK~QE%J$&#U{`{=|QOE*{B!``mx}h{tLUmVaIq zH!f-Y`+=uYI?EpY`-xlho0b3lz?(|{oPR&S5?t`VzT*GUfhxbq&da-P(?e?44a_xG z2NwfqLG+rngDpQoXv#k+8;#-A+R)(ZE&K0|TV zP518I6I5CZ3uAGZ8!p^&(sXx2V`J~hG(S&2zwNA>Bz#4}!^6kz98c5rSk48iCTdZ! zZdy&ta8f45DJm+;OPtl~TL*pbiqkR+f7Wc?y!qb!`&aWGtp8e4Qe}0LeAxxfdMdh& z8_TnOST+u2tiGLmv-bDQc<;|oW;$0Mj8~{7YTYg{7ZS?MKH=pjuTa+JwdZV0YwPU- zk6nx3H!2LyPc|2RzQ2~+q)D*v=ex7@tvFWouB8bp&Mqn|Kiyn6aV5o=v9G_sJW@I| zjkZ60AI-AP?=K?zxo&+P6;!Go=Q(l0H8pkm(LH(2OP4NjUHeLB_%o48DM91hd%f=; z7&mR)D4W@`?Fr8di(-O?hgE-F?$4h)z6T!9TgB|)GB@XN^5n^!@^aa5#||DV z{B{K=C#SNq@+p?-W|8>O(b0`eOiya!)bjA5^}BfUb8atxXFaIl`>r%ZXzfGMJ1<}E z_8qzCcjQpYv+&5sn5yqVe4BBzFn(+uCb*6sJu^Ge|J2KCsKnMrLswVV)WYJfC`)c>ut0TB;p3glaXDWeZLc+G z=&eoA8T(V7n4En7;ltHwR{iduK7C@VKXBkcURl|OnwlCM>yD4l=Fgu$dxeH3)J%Aa zESx%Zio(FapmpsUwVImRt?r5yl@XG8ZH1mx6k1wZ4w6?V^ zr(k-q&2LfL7{kB(;;?n<%a;^<cP8r+(AJ> zLmhsaHANYeoVT*CWn^V<`}_MF4Enga{n0JhO6t{kyU6171~O6t0s@zUPHvQo+9F`p zm(!Z(Iy^P3vt!4O>wSJ+UM^SCt#WZWKKms|4K`)|`Sm{XLNHFxZtTx1 z4gtHdgAR_4PhY%vBJ3Bvn{+tEJ*emuV|J7O7A8~3a`lYUS4!XN}dKO|HT-DNYA*-dZ zP^@3Y=R!DsEY?*Tym8Z}J0&HTI*Nn;{JBn6+x*OUULmuydfUzBY-i?>kdVZrq|Z~s zZRGN&rff3iC+a_0_0tQ_4W0F!Fi&N`KSu-B-CeceL0sJ7q@<)ohiP-xef#$8-Md^* zPmdD9nviDMyHZFaK1FA7VSa~z z6$hrB!IoK6m)$hWv~_e^J37cB)@`iR5uAU#_Kr(Z($TTOX6Dq?)E!5!(OkH2fo}VD zSCq2Wu2AO!KTW5HI)zWjOnC6%0l9Y61h(jEC3U+1=CK{jjL0 z$UsNRpX)S!=P;N#DPLR`D#EF%tn7v_)V8wvnB;&Z8n&C}H>QZM?(6d&n~V$%^RX-+ zW!jC)J;$(WJ`-ov&UTuArn_(7zOcJ@?;dcX9F8uU_4g zg`1=;A@MNj$l=41H~_=ZYvLXQ(pwf!9FSf-W>6)5NnHHL&jZ538szBJF@DM#8b?C- zEiWA7=H9sLgfT}`nq^Eut)lwP_ODObI{c1Y*@XFfkbcLGweWH~2#wLV!*OKQg0XJ%%O z^UKWQm^Sm{wXzx-PxA9cJ8Hgn1yl}ZFEUZkNvY7WbyHEkpL3`zqfFsjsnz!M z&((D=C+7wf3sH0PB-Kz9Q=Q-W55=XW3rhlcxY4PeJ$u&T%IxG47iZ*=u%3cbEasCj zH8nkj7Fb+dJe0RVQd!$b94XveD}H_Z`$MWy4S$!9c=PVtyhg!oHwO7%<2L|F5ttR?Zwrt({O1~^5@xurCn91Sc z+^}qwXgLn$t~zP-vw~4WG=Go0*yYY06Ab8nEpgn{0M=MLjIu#&f?Z z)BY^W)3+a#OwG(>f2Gj~^6iQNaKnwS_*DHJ{Y2~ugKeh}+ofQBh5kUy!t-c_!?~-N zcMA$KWMyR;%qzyJ-aqR~d-aR^R*K87_xi6jvz?A-#ox)y6jJ?g{gvVXs$Qyk{87%G zJ9icvJr3Ly0C4xoqKnqt!s4o~?tOgQo}))MnPg4x$LxH7D&w?8NXs=>j*jJR#4qn(n+Zd6d8>hB6a8gOYP<&)#=#{y*xwT9IaZKz)U z z@>5^m`v5}8qJgho?U|dK8$#hf!{)19@kXM|l2NkEu4ANll~;4R^@fg)4xkc+CkJSj zVWv^Dv$KCnP2F?&@OpAf&YZbpeq5=yCXU;A!NG%_dQqy{@d2f(G&WjYNl`I^BL?+C zQC9X<>;Y0Le*ar47A!D^$!WNfhIH$M;;cX?DuuZ_u{Q)Mz-tdK2&`acW^V83X#M(h z?@zp8#N)<#`eQEX=>h-&9w?D5eZSuSX-rQkPTm^h9j}q8+87u8maSEeZ?*jP*tob* zzD|NilR))cyM_2AZ=y@vX@dp3EXk+r>sv)ON)NS{_)Pf0|)k^mvlUi!5sY! zWSN6@|I9hQ1f7^NG+HK7d+wS5Q6}{@R3-{^T^D zRxq=bT~Vts&2ngb{G7b}vjW~Sp2+z4_=B9Bg*eUXI(Ef0q4}NH>#>+{Nvn8xc$C%D zVybYJ8>pzLxQ-pm#|aFfaJG@|FYqmTzqz^jGn0~7j^oF-y7biV6A~0OU0iSs;h zseO7Od}wIMMg53U$WC8>|F^NuOyGcBr|)TZm%yl`TmX zP@g^}FTZ7EbX37xURYR|?wo8u>|2M0t(0|4f;#}Wfv{bV7AgFyWPcAZ_28Qyr_SU+ zBU{I#ZHLcDNj*_@{<7_$q=ct_cVqeqQQ0b+^Hso)blbK)pk?IO0u}KRKepIgidm#> zDQ9EzX@ufHArLlJ0@g>49zANXmGA*>i_S~Falz>HXRcj)V;;X1w|6Clz*t}QMmF|?2W3KX zS5jPQ8PAxRy;BwV(i2}?&$6}N;^wTnkV$r$ypQd4e@b&zF=~JrO8Twd8p#e_3UL1- ztKf2I7jK!y1{!x^Ddb?_JSO_A| z&IjQa{i4TIk`1;x&2%4Fw~Kcj29q+>&hsn7mPb%fkdBVdrKF^Up7Hqx3M2om9Fy$% z2S=`?y>wn&`1Jp;wTcbL84xi~A$h7E2A1g8VWKP>#XRU0 zbQgny7|hUT!d}0AeO*gyx2l@jBUG5}BC~xw$sa*WmryqS&YcfItF=#^a`E@^+53c1 zKoN-lH)yFso#rRg(+q+(i3fd(L?4Qdl*}f?TK3jxV<}e^0|4*a^bk8>Ip(^yHVg0dAE(IQcWm7n{w_1(CL81qwy18Sdr zur8{6eCwo5Tfutng9pVwBqwk6@bLJ88Q}&nq%d(&T6(+K;~jf=jq2o&VUZXa8GRw# zhDWc2&XZ9f!f^5%XSUm(J$tlqyG7ToUHk6z-Ie6F$s5ad_WQys%?RCf$G{H1iLa2>6yIQyEl zYs(?1*x1|01g$s^_9vakLj={HBCzFW2_Kb6RRqAGqF@-x&nqwP*nB`r6xvfrZ;n}* zv-{h(2e)k5qSgBOejV+7lqLF@UdBWr`Eh0f0jF1J!dM1&yk zI@;mz6sLJR@c$N+vHO5VAM^Iis1d;rJ)3BG+S=M57-@;ZrA;K;w;_P28&K)R^z`kJ{U>5nb%( zPvs?94lAZyL|s;PW77Ngt-ZZ#Z{ECV~%1?Vl!nl%+xJC=?vI>!0_YTio1 z`s--#_E2qBmhWOJ`ES}|l zt~*oTdOi4Q)JA%N#dIIuY3tEFsrz%;6Ec?B+uP&9_+6SeM^6b2vzD))8=RD#>1y3G zz#sAE4KyM0KQ^rmJp*$>T`8o)fyD&rVBqVU6`7Os4lQ{y_&C+S`?=2J+ z4K!W*ik8n|ii_8z=`pI1&dgXh#RZ~Mo3E0_X~?6=60!I0QD3`uZTFr%RG=j*D35n= zFFSJNh`)%lFt2gL+lq-BOiWBWcnx=0_5HlP1Q0;d61BgqxfCL}^Xb#46c-HBYb>;> zKd(Kx9HvagSxat%x{;Ucy!OOtS5{WmQ<|F0Xg)H}chb{q&rJ<~{rWWrhl%d5$EwsF zSwjK-CESyB|Nb!a_PU!X;INe4z88FTA3l6&GdIP(Uo!Ab#RQR>t7DY#wX!j@vnSTj z(EPBX5q;A(C3IS}tfDkM_~Y5#ER2PNt7lGVExYK-AmYS;YvDSs;P~jlix;~nyLout z*JTCLQdwD8oQ3Lv`W2~YJvnft0aF(`E6w`#_a8labYWQ^gfFh+$IqdB88B`T%GJE| z@Q=#hZ)u9m{4c+S&_&6>W3uc@&#q)UWtPq~;b72YuGf7ygz>)X?Y-$uM8sz>d)*Rr za3LkZe{YZFeSNKNFX;LJmC?TJ8p~DX<>hsoQBhRKeT%OBe6PO&w0(GXFuM(S*)=qj z8SQTau3`I=$cWNV5l>L+tRZOlmPI8c>(J21S|qOpk^PCc+yHVQl2sMsihRc{tCiS% zKNl9RqO^2%x&A{NH64am=#_=U^}YV1S#LwpLWLom`p{Y$8X03hKIa8Nb#?V<#=CCf zY8a|QR$@p!rR7f@WR(gJk~?JoY*PGU`H$xNt2r3a8#jB@j~F+6qN3o+Z)A?G2+6pg z2rcuZ!&G9iKa}(`q0VT9m}4Q|!e1)eCZoE1FslDp_YS9f1irv|85ueyS2AEmv(v9a9|9m&=y=eHhsJeW00i!V`>;HqW~sY3}fN`83cA0uqW zx(#*V8qs&bDNv^4IM@#zg8p|5c#amZgd$C=C1TOJj!DERwqg?0>gPwJ7fF369Y2$F z*RI^av<^j@AZyX9S6|g7rx-W7L&+NJslKSvIXH+4P8x`Az(IGY{EUIeZ$1Dgt!n(f znXD1K6mGNQZh5xw}L01?4Tyg5-4;5+j#E)xi(Ojr1@v#5|e4pgj%u#3cOAoNT)M zG5P)bJbdn*;jg35e0^Wttd0MfC{ zxDMsg0mt$evj13@+lR|1Icw|Rc*X!8WOZ8XfC9pCe9oAo+drej<7RhK=S>fFDXfmUe2ZwSZW$pGOq8Bc# z!D@cpZ@RR?+!oAWqz3zjhI%IGWS`eC3;B39$~*k&zWvnFHm$7BMMwI+cwx?i@K3J2 zBDVdSzW!@8eB$tZ+NyZkPh%6^=FNA_+6wmY^V0+37>v7Hbl*Cpw>0!&&YSipitGFO z`tC_MxuM`l0T(wjRa@<#-}>sURN;#g zCK|y{A|EZ8b&*h4^S*rP7+e=s5bdtA-{)K>(^e>nF14Res*#%+8W$7BA8w~x^vmGWv25p zmLA+9-@y|x(Uw!Ngx=<>PiL`idRQ04-q{JB2?d3L{=~S?=`H_e0gTsy$k^D~u|Pn| z@hLMbc)Sy<(Dmuljddv|o;UC#gkwt{cQaBS<}mfJ@1FBjIBT7W}ot+;=po-JB2q;DkwO0Y|;2t9x~NqyyCM z%=z;x!P%bmdol^Fft=ai*%^l3OZqb~uGvVt1dae9S8QKIPpMP1dKZu>ywO;VO!{Dc z%g--NvZ7*p8&WNjb(r|fsfpzS64x>~=!r9K9qX<{4P3ry^X7N@WlXpF>lFHDWMyR` zLaYMmZN;H9o#(e=vYb~`+;)_Q2hNgAp3MU_POup}{05 zBy`o-_(@LADJW(e&`Swep=AdXk+&F}O#|1{sz<-Md=;rdyo9L)+ z4pS~NImRjhT^k?dAPoL18+i0Gu-o|@eM@Oe5 zi0|@r7cu=HpbOW;UwH&^_jjeV$T^fBr>WLeQ&Uq~sAk04-uW=Y1H0Ik~x~19GCf zpG(MY;npkJA!s*71J45ns!P%lVPPg{{-1Gpv!1F$$@xlH5>J?f+%dn{zco3{8s&fa zvWJ^{Bj!QEL>&qM(SCC1dGs!MXe)j#F8*vknCVKoh6>Cva&&MPg0djgEA6j1@5$tW zvCx5>zSN4OFI`#(9A63kM?#>7ZnJBnk-0!_hWyNl%>DoO{X`g=UfQ|dA zuFQMi#i}}|h3PKH_j_S4+&O-;riFN}z`F0u+Rpo0E#W&<*Yo>qR|ra!-s<})8(sz^ zU#H1e^yLC-Z zFAOOFHp{?|TX}ERtfQb2suezswlFgT$z3mBjKBr`af5q+a-dsp$KSnwe_0|PB#(ui zeJw99Z?UhrG!GY74m|1JV^)9L>y=#UZRHnBPze*VX4oLB{fNIJ0F_8H?mO^3t|fk0 z<`#s3p+Dt&AvW#7EX?s?b&r=}IMz(C*0{U*xjtVNRn=(U?p~4Uo*2o`L$(T*QqQxp zoRTde6)P^NJiVR{=V03rb>)uaXn{wMmzn_l^~3i>If1)q0Q?ExIUp63qaW%RQB&~w z^D?9(M9-Z&=PLpY{d!XdpUdJt2clNDon$+p##Z@E#*WEdwCwwf6US?sKbf5kZxr$P zouz)|O6WA-U)Vpt83Cm+Z%A%*AjGcF3tI9YZob}_cATs%Xj9Q2Mu&!SP@S;Y8i`OW{tIM*(<^=zZsEgkHMQy~u$I#5ua>Y>lDLct69qv|^{kGci z7eUglH)jb+1)UsDF|>ywgjdCJco~`ZV3j}+px|ChzThRgIBFL0n=#82yct0JmJhYJ zn18ttUJQ|NsNN*|(4wHtkQQ#8R^byyus9#p*+?Zl$TRExI5i7^^Aw7=A6C7GUYERp zT1RmKKd+r~Lgg+`v%L8xGExV~gUxdF>eX1EM2{$k1WfO#vJ05xRKIroO}Lz-(gB4< zHpr={7#kmX!YmSh|Lfnb+{0X!!&0#^?BJOreoE8Nv-X^Q@Dgp1;sSio3JG@V_aja$ ztyPp$kW>HVUUoE>xd1qERc5O?sIv!Z8^(Fqc=-v<2>`5wNS1kJ?;i$xA0yD=9yn#2mT zpBy-}p?Jgk^$Payb*|XX@X@SZo%>Fw5SGP#{64p~b~~n8A(<@Q75mT=nRN=ogp(N#U7QmOZ$zg} zgkNRYoW%&wwBXsH%M{Aht5*>j5e0e$2!87CPXj~w=dWLc=_7g}zcUiaAmpXcbf{4; z^+~5fD#O&={PTfOhp>toAVypwNkP3sL<6}UG6sYjkd)J~)-bcv6cwgj9+V+u7FJP! z9ujzOcK{|sv(`c?hEP4Lfriz{D-g+r2e5(;iO&$_3{@=wu@xBcK*kQ*NDt zoQ8(E)Odv}v(W`=@AcMe*!LfgRZF3@pXfV{)(h}}ywyfn0WV*^RBhh%w^V*RMHizw zaC$7rX>s0~WP32(V)VQT8Ko8}XQ8jm{t{{-mIBPb#yCdRo7kQ1R(lfgQ+?=IB>yYED06S{6~J1J9s1GdV$=g z(6yg>d*5MKihud((+;S~e;QJGVCc9bqK3><#*gFFr>E3r1TPx-+~9OCdNd=;Tz1~k zey7fUGLkbX2!7sDw6*11b8+n+Ux};N-$3)c;C@lYCLys@(e1GMCpsi|!VZRk75=GB zUPs5`pjQXNcJ!}bquHyo*U0si?9SqzYeCW? z^IO(#<8Xm@4fkXj0&U5>kP($X8ma`V4>n)ga?Z&0FH#dt&Oh7m@B=*IUE~9|Z&RTr z9owHk$-x4bkdQFw7#)>`WXQ@QDS$^n-=Jz;o~1xzqCd z_cB0wvQR;ONqIfC{}q%vk_5z3ZzV+or50zh40=31nL~t=-G1K`;%!@Us3@NE6)Pei$V39SWzzR%DJLCwkhmkxAWkWnU|)Z( ztIO(=Z$>&4!0l4tz_dUliM}u!PH=%IvnRlAZhk&Bu}>Zm%N{v_BkH%$z0oZ%FDH5& zs1)!@x>aKahz$d4BM!WdgA#o%yp$3su$Di(QqI4jb zRtw9drK2OS2TB5^?pxVS$NtD>jMu24Jw8fufKY>&%EdVC8K_e~5HSflX}0YA`RID#!N&Ae zltMiJLp^5TSan=&RB;)L>tHlN!Fw@EqMNoc=x$U19l>trWnOo?qmf;4i* z(Bdv>DOi5*^2G?l{Dls}0QRmmHPi~yveYQFazSv7>?#fBm9$r|+zHi?O6lN5& zQ!r9XzJFKHrUev&$T19P%>M0lSXfoaa*F>66DFdUTzbq_0s{c<`)8OA1QY5`BTv=Z z+WLwYW)fbR44>|MiGTYm$YPk|W*l)A6c=3cK_4Z`OVBL@E095N0RVRFJc)%3cPS4y zL!p?FfuYKKXBi94vNv*31){E(_QzB!2YPS2v-_aV3}U;-CeYL`U(~2h!8PD$IX)-- z4y&ysDos%IWzc4jh#W}Lp^g&)7lM&6#%RcbsU-DWdKx6h8neZ?DdQnv=BKo@FhI}Z z5s3O{*?fOP=~hzP$ct?4*K0=&8$QV%=7pzA4DvSpH59@Yk@$&E;*W!HOlB#V;N8!k z7co1t91OAFnA)47Hw}gINRQR_lN85Ab}P zw%u%h%J7%%nlDkLNtq&IKbBA4=g(n^Z4_xm!^3JH*I~APvKbD$z(P$S8P9j25eh2f zl9hsd{QM-E_Q_%TC~WqZ&l98iurd)OBf{#{8#kg92jRJ&d$es256@+lPSiNKfPD?A zn-Om=cEVIc16+ZY6=SG|1S%%h&!0cv#u`VLH7|~F|VphJ}v__ z2T}y_O#ILRX-VB2c0d`HJWxXn);lD#hMn>d|!Gng8?bHG8 zwn0pSBB=6I7g1=4QM&1wnWp`&unc!ZWYwN@4S5Z^LonIc<5YPct(c03PM{# zNKBmtBiltpGA(595I}}})B@Yu1`a!+m}q&xv~FQEi0q9pRE>{bS{jeEyJ|EKKg8n7 zDK94?QuSqH4de_@I|PPhq*Y71r$MQ`5u0s0su!p2EzU|h7SuGe-kQUPjcHrqK<9$E zaGAE`&}Z))#^O}S3g(6YcC#in_n&H%Kyvy9rV_@ z_xrx}?o~^1A5fYZMF5_7$FWt0D9RT7VA(kn|)t~Oi zBo(jTt)!&n7WQ^n^7i&4>N&Vet$+R~_ZKsx{gCh=lpL}eR2_|)&nO1~wLMt3^9~4J z9y0XK^W)p4LIk5?YhiNxbIIm!pqONiKUZx;$}5ze=}Y~1bXtV=H&qgRYQ)vWFsfAw zUO|c$ioxx>ch4q=Qc+L~R~8f$KtPj=XNl%OO-04eNYeWri2VC1;usOjZ+OUxLfk#L z5@x^iS9ch27$NiZpA?B?CBapw%L*}-V+;gsk^`2Md|bsUBcNc{c!8WzoFCI zUa@xDON74AANXs3Mgy-d{)W&dQfY`R39emjWBzs)NqJdy_1GFQGbTS4v)86` zQ)bC$OK)BUV)j*)uV`O&2L2@)L$4s1n+`xFWYNp%sW z6h!xUnk!5mxN>U|Wiz$3L~T7RqptoKF`hQu10qI4x$*6v9q)C;g4b@zxlP2Ab?euc zM_oR!j{X=85=ps`E4eIt*KHg)&Jr5NvxQixfDP%q-y0*VuG}`cOV)^#$S)qyYw$&@(D3JJEQ3W4^Pk{U20S zrr*?fdwOm_Tcl%Rq6NpDnx2L@O$EDwY_2f_`5^;{rbclgFcU+7&=KFl+^F=eo~qTL zTT|JKvmzKQ@ivPgTp5A2%7~yr`(6V;OuTY1J(706IVZR@AD$Xt1!L8ac-NVimK+z~ z76|Qw7@-iqG0403?_c@l%NKB%^N~`)IH@OOrZ2hm;;4!kk!zHB0h_#Iryk3kH+UkC&&fSG-vbx0wr`Ea3BAuq?olFCbIpDJGg8 z57(Ziixx_d0I(wc6Q$=qa6k(PA;kqVF%R<~$A`xcb9OJ{4%)bt$dZ$3^&{JP(O|PO zxNSbdF9gi&23>{#;LmT#1`U^H`SQE;-?8aqE5za^*V{eTgn~uLMb_+q0LsTl$HXL}>_gnnL#i^26J7 zd_b6Y7F|++v0JbXa`AOPuuTJiA&x%%ydgTAF?_Ldi$m>VpC z{4@RnK$d9zOIp}7Yrb@z_|FtV-(g*2u@)(RfAZECx{c^q5YP&CX_US{`S-^}!&++i z_|O0B&RP=M`U4tLM|;~%{9!ZpDB+ccKvV@inkVIyjEvXwy?a>XBB!4GJ?VZZJs%2y zRN?sN0j4H1uG#o>4QaFj0!Umfy=i6xeXKE< z1@DX-`H^*b`vH3*nPhrp69BB|>41mPBFm_Sv?}BqsTF{cuAnJ(iHLg2(^hi}C1P%i55ZWHg z{{82T`Tz$};-a2eqE1N-zW8To-m)S1;Ds^O!3-xPIzl>>mO?ZO4cm^bD8;SVf~PPc zDK35rhU}(In~3v9$#L7b7s}EdY+llVxlD0EXlcp%KwvIuFnuuV5&HgK`2A?T=TM*J z3#`zEw6wIYG#^>QR7gyDki?dRxVQ`K3Wy3XIe3tJAiMCuVWD0q)TaPF7sEtD#$6}h zZ6nH-D9SwL)PA2RP#=^wNlFd~ZB>t`tmx^}R6zEjvrYfr@sRDCmHFFoIFy{*NGDuK z{m-c=M9mC3(25Tt3JE98`XP4P@Jx7>s9HO5|=eiw! z7NVi7oLrcq27py;LT?r_^LZ)FPLF^MuA={!JuU|y+H?7u+}3}y0DJb}fH`P7Q6c$OEpLan7)tAkT>+5BvSMN$9I#6pt@o?kGbSaw>d(n6+8FF9QL$oJsQgNCmj+OYpT zqr4laPoSYE#k`}K^_Q;lhZC8&E_+NVFNm8bv01jRpU?B;Z#UK==!Hr3LO2-3{-TS* z?m|Xu^$`1kRK$(4ROZ2;q`gs<^dmDJXU2*yOAGm89`xJ6?g+)UBE4~--}bOaM~ZE` zg8kHtQ*}K%9pEVYu(~pse`Ok{!cqIyQz_mKa$cDJm85&oIKBU4gsP*XV{}Z+Wd#La zFuQ%WZJU=vDfo2^uih(}c9sLFT_F*5Xs8yoSFAhw-j_)Mn7!!n6dVx;{Cf^;4S2~X z5Uk%{mt0@17_0o$#IaWmn;@)d1^N;l`8DyaE{&}_l~+`tr>@(1lod^^1p2W#TBJTe zgG!czEl%J?jif)wh%~y`iH*g&3pN@su!7^+v zI*MKjHG~^3n6#v%BsM3Pe;ByGUE?dZ76i&gJu7pXc>n#0ESv99+mZGN%1xw81Gsh0 z8>e`2rM1 zud^f|05Xx3J#e@`3h+P;2ej*NiC6QiZXPBdzx{isGP#s3ft0oQ!{y9oEpn%2t}o*t zKVBp0vI2jcdbJu4;Gj?r9;4bu{=C0GXBqx@`Gfj@efa-71GeI_re-K=#8IeR-%qb% zd=?!Y4ZFZJ#jZ9^%@0;>r`K6p3AiOkk+R~@$oTXt5L#R3b2a0lsK}5&h+dsSgSOJp z{$HR8U&BhSXM7K*1hewHtQey&DdS`bm0D-L*DOVyrD$2xB(CZFyq2>Bdwcysh4cUb z4smjp?bHu?TF7K?=;sK*;d_97NB~x7r$y+jI?6tlcg;1_Y?ZWIH!9Pb7ba4s8@h!3 zusqn~Ke3!>Fg^Q(zvr#GdC|V@QIAPM{Bw~&8 zaACYrU9o)VfVAMSD2!Y`fCgb~A+z~C~87v`o_K3tcDPL1cf2%V5P zdh5>*c|}FNk@g~VVkz%8h=pX&b#Pkry({D$ck1K`E%N8qk-KswnA89_$3K8u;NTBH0nDh*cd$ z_v29ga1hejPu)S}G@G_)?2`b%CTD{D;%?+0q`Yq-_M~Ey{QZE)bP;RO`!eBrc|6+V zG(9~%#>DTKnmx44u5dq%Vh9!!1EOR>Pqfzg;%&c6FL9KNAw zZ`646@UitKThYLPR{KoVns5m|tXK(+3IA0;ZRLi|-n(J-8GbG#&_!mhjjM{^!ew;UI#TN0CuVV~u=FLV`2~3=6gbRh-qtLAwRF z{RMcHUM8{+rMPF6@@nZ;Mgth6AavjxB!4&mRE((zwf-m+NN`~N$k8B+QaC8*XUkmC zObSX%qm+vR1i#~{J<%~ok&qx=5j7_j;?+^D9G8gW;c_?9hu-3gz)YQy((%Kj)5YBD z#zPwn3=ArO2qG*wGltG+IF468yAbX$@jleZ>M@E7p7n5Ig|dV>z$|IBsc^O|;0r`T zE4Jt?A>&B!(q+oCRlA?3?*dcrxZ}w5> ziGbDzPzCKC?I(!Iri%`r3Z3uMx4*Sr0j<)a?nY$Chf1k$JY|9wlmp9`-ZOIOp1qdl zM+%dD-@93}P57CM^#*ILetpsv&u$QU2A-`8z9sBIhu>*2r!K$A?9jSa^J}5-#Jh+D zcor5tQIVa`E=v`W9txYcBPDy@Xsr|t-aa&OAg6AXb+e;2Xmjn@I1I?qmb)7|Z)(n} z4uHcN!n5%?AZ?txnly-}1;afJtI&7Ep%4aUWp#zvo1@F=Avh)Beep;t>*B)TVv}4O zd2hzvPdE|CMr`Bb;}T6a6V=Z1wa(<~ZraWNIJ@Edp!4GFb9z$CS{P5eByT_lGyt2r zyRcWO2wR0iuw$qbqiJa8h=PKRrWgM`WBs+Q!v2D`=B50-u@PQ9`J1H;CuAlU=gJlh zCmt^$(up9-P39o;;zPE$@{ye78{S|QPFF<=`(hHYM#aT_7ZaH&Cw1v}1|AP$SO&7{s}O(ZAi z!tN4KpH*@mSK=G5x@>{%*j<}Lr$md38~VulNIXHUZ2uO!Q$pw34~!N`I~~Obr@N({ z0}%k_b)L#&_GX1KR!Um8L;GH4322OJHmXbCDMD2vOm@yl2@dB6+5CQZScp7pFGt|H zqY?i6A14Df!ghcfqZ<~7HbfzG2wivN>t0V*39_c0XCj@8@iZGXn=?z_nWA`DD5w4x z*cd6)=nWA_))9yY*y7E4CGA!bww(mxRb8_HQ+eql*bZBb3 z_r;I)aflx@102gKC?ty&W(<8^yL3-SLl+&u1E2Qv^aPm|?6m#!%GLb$!vg~!Oi(rW z018I&4nb_wm;R@%u46dKB{JVFZBfEqcq|UL*qA_CPu$~fm=G7jD~{;Xb8Cy1o@{%p zmnI2zuR&Pu-8kT}0|%|HNAop*5H_`^!o%k=Y0AJL zACxf9U9tTdn6FBPjT!c|1^Y ztqLOr2lgOwb`0TwuNajVJce2M+7SUix4U;x12>xzT537X#Ra6_7OO#tUoVkUcQIk8pX zE9gRs*!#Iuq$t`^WThZa62(GrC}+97BPm=iLb_{Posj)?o$GI2=oegGtt)Jn4P?zutE-eZQ=s5dwwgII6HQr1$4bBxt5KI|Tb5geH;Uu`2sQ82Cv# zYUSBnTMJ>-kGJ>THn&IdIFij%r#UM0h#)UTI&d)wgh|YPRBueO{bx|%*SFp z82FAd&-`#T|FTtyhOm2=lzXU@q%SVcg)aKwF7}O0%iwtmK%u|l+EBBPpxoD2_xAJz zYKYKf+LQFxP9eKnWZW|5M!t2|CHG3zYFPc!?Z!@%_jLf`lQuU=5jOk>i639&N~*2N ztT|ITq=>G1mz2;lY-D=@{2PvPU^{5voGx7$gJEgq&4s$SzvxI_m}7V2WibXbQSWy2 zk6#^TCIID)S+nbKU@Nh|s@bSmJBOqBje#H=)PsCA(sP_p0Xst%xc22P&+MF8TVtfUG|)N_;WXH^hM zH*lA3mbp4 zhCNLBMyJV)?4w1+p8C8!%L_XJk26ny6+3F){*|=Ui?+7YR=tF(Gz#nCwBplxqLF+O zNKQ^Bf**k-uohn4kc^Ty_$bLG0j6q>oRdE0aR9H8D)un@BR>!s5uul!o=>POG_$mB z0Cv)x<=J$r-pWc+)j-bYL1kz#|8^K)KoTv9upfuvN16>CR_AeoF7pzY9Ykt`0Kp+L z`>Sl^edxTQ>&=Pw%QQZ3fVd!|89;_et2~Yy`F-GPT?A?lWHdc!m8st*$(}}_&hd!% z*bhnMH2cw4WM0tjCcO&#enRYeqClL?vK`j!!Oto6n=#eNm!XK40mODZXCe@>h4CAi zNPv0AND=SmChu)3$AWG_Jt!kgmngU4V&vd9g``yCsTzl{pY#Ie9gz}l4K_KthMuvR z?(j>=xkWxcxDH*83rVpE=d6zBYF24dOZr{nBsnV5XC~bQ_E4IJ$^Xv}Iy+zVB>zA3 zq-)Or`OB6-fy9X%BIW>1X)eyx60%rX3*EFnu2GTG_rgc|rJKAQpyg!u8z1PKMB>bH z;;FA8zeuzOC~3hHddi#^C!Lq@9=dfPqA!`@V&n}rg`?|Yg~r}_I&z@P8vb+9$Nzge zVr-@p};QIyi_$BOE>88 zj`9i}^5zU^=mZY`R~lyLPG$S+nC6Ft$cg2oy9@j;jq`s}*Jbm^#!+?K4qvo_o3#9Y zUdk&d=;B!$>DB452OcvD@WMd_8YpS3q|p z<&Z$9iJ3WaODCRDVziC`K{eR4dFxqc*!+98z6OIrq=?C?|=kirG$Oy;)w|9>)sLl@c%M6Vq~)TACe9y z@*6ZuzBg!=N_q=w&N^uPn!500(9WThZR~-FsAtrdH1Toj^8Thgj&=RrLXPc!3&7`F_ zw_Gura$Vdab7lB7`-rpisI$f3kiD7>8@vMEl(H>fK>#kRs00v9wuF@=M(`|^!6d-I ztomx?bNmS4he=c)V@syR24Iu_D1re33=9ptHA;qBJMA(y(Bn_KB67lH#fBu^Pdr81 z0+76+k_q@sWv{?xC8d6_S=#V)%6_}|mpn-Wu7U41;$X}6uVWr@+ey+z3jb_)Qehb1ZifgtaD_})=p+)N>EFN&uOdIx`4>%n^K3j~37+$_| zrSXF?))(yRA~_!N}3*qUXqS`{4wQl1D}wm%I(x>Yp9{<-K^k%^5fT+Wb>K^U9}(k83>YsfxIq zb!_3{8Nm0Cd*QO-DOBo~)d~SZ_EzBamFd=l4WJD>xwKAI!n^x$#RfO-IfBn3kQ={2 zA54P5kEp!}V%WML^}sm5Eetf@%J!yi0qQ1v!~!Y)A|^#9i0nMd`!w|hVH zT-#V?(m<4*b`+6$iwY4^DoSmlQbeILXQolJDWM5TB?{4;Y*c76ly)jnifA~mkNe#B z^Q`AN=U(SL>-=-pdG=cS-uE*6`u;xO&*%EQulM!7-WRf~akM+z*dlHeMF$F_gR%VE z^L>y+T}N{JD^W3eNv5?9OVanPb_t4KUb$7j?3?@1l$&cy4nA+Y(X_^G&38lxJge(}`N@3# zcP|IVZLI3>I@t2##P?PoCyom1v+eI%fJy}&(v;CAQ`bt> z*19AAJBQdket3sLHNS(w!`(N&Y3SvcRkN(#OI17b^zf6L-eht_U)N?2nk~-if4fzJ zkd-J+6tUyyv6fLLnNZj995^v%K~=s%uf@;mUtyC1P`w$JF23mI1@4bJG#oc7%P<@H zy-<02n(>E6DK4rLZ#iGDs*bJ-7`?sshVS1qzK?M%zcj{p-OWLTSM0^WXR8PLxDSvjy(0=Ay?%kZ8 zu(`CT;x199%XQVE#x5eLmR{0&IGq3fKbNc{%nA686+SC3A;;1D>+C*=86UK&A6L|o za*L82!iUjS+>2fN4Dp5qsI#vXOr#}*>;_TGQBtbU;}@KfKn6w$;Q<+o)3<7fyy8kn zf$(1p7b_c(^j}2v2m>p}`b@=eT6q%b+5bsg2#&_JA+W3*g+bZJ7Xq(PT>Ue01uRp$ zz5vDM(qMsq3R#>5W_mRZxFBke)Fkt`kpt!MTKt28l^Rk63L4=XYQYXdNuky9DOD_s zXSv8AW;FQcmG9{`B4b>5(9@b1B+j|0r<%T22~=G($hdniOGu&()Dsbb6)m@cfWdXc zOW-5$PEyTuJ}vM;gq)y(X^sql=@%G8$5Z5wR-Xo{RpLoPMbSHZCmyvCilGtxs)gdSR$=QfE zlHA@}SD7}{?x$3R*H-t*$Vhxlx4qU>PsyZNg}~Yms7*J!?6xLZcZ%3vR5#7|M`hjT zb4zyH&RRR@2#i zlCLU`foMgF??@TzJ+)bVfX(*XP3h{|kKgVLw9{#Ml0L&bWS`5&dLa}tw{~rO9do1n zoP6%an5dmm2QIyd617*Xe}>!kFTPc4w{q>DADe88rY1zS`Ppo598olE%fr6B98>4@ ze%0FFt4_W@le4p$=p%-srP>p`Y7n21ot5rRY00= zx@F5sIkSS>n@1FBwYN0rc+Qd3EYDpm2y63^J+AdEM?ani#oAZpjmS*wW%yqu!uGLfq(y%+N9X8&94fRef#Tc zj8+WZYVh-PiBf)HN?RjdvKrwbE*qcS23b@92J={=Al}sk=w|^P1Q@p4^=_zL?i3M! zb`F`6g2*EZ@u080Xs^A0P9oDn(-KO3PBgBHBo{Di+R(e0G= z|KN)0|12@qKwYw$XzYARrPR9(-@1g;e1rb3k`HU*ZP##%1QG(|ge--wmK!@hza1Xk zD#|Rdhofk%SxjSFTXSf;CZgf*PSp_qYTG_MAGYoJQjz2dg$Los z5iN$0a07y>JAbk=QFNd3ZtDG{J;eBb6k$wvZfo!@Vx=Et?XEMZb6LT>z61(&Xr6J$Yl8D1I{)T#3bKP}ElOp2aYBelBoHDhKKXif zDOSr`qKL69if()XC}`q1McG_YN9Zq5pZzLrVn2)2|H;j!XQ6Fd1qnbQH1^6Z^ZR>I zky1HR+0bMvZMJKRsY_KD_~eh!yurM<*SSc`ETNE~={F6UAg_Z{p68wGjdm;lFFBKm zXSsCBw|PPyMSeKNxRCEe0XF=lTCAXv;U>!Wjcj>6;%7}tl!ba){vWj&$2!zPf%)yl zLXlN7eMPj1f2!oPO)>8U^mt*mI_`@^OXfel)vw1lJkQUU*IChOm9Jm9JAMa(BqLaa zDQ4d!SH>r+Y_s`LpKaDQ2`IX`YRg!6G}jeA>M@q7c~i>2c56=#OW&|Gy1$)$@aw$9 z`M*_8eKX{KlZj%0WAL|UW!l>tzgm@+g7O4c_PnsrZe`h^?%Z*W4#3#+X-{ zD3)G>=KouXxNA3|Ap`X~B`8C-r0}yoI@aB)bu0Sdme`b6Mqjh66i8@9o*MT-@s{-A z&XluLvY!Z5QPUwLGNR@w$hAc$A9N5Xc9ZRJ}VW9 zi*)U_Eu3Fc)PP1h!e*eP)$xR93uAelLBfs*l&3^tIlU}|A|iBrC-3Ig<@|oG)nlDTa;;vw-v6@1XMg@AIW7xH^ZQ>H z)KFc~Ev-cbLa$oH56A~`%Tp*>TtD9(&cp{w!5Z7JD$K8tbA_O3(em3$VyytZ}@4^mGar5*bHd3e33iwJ=$89~zzO^HWwJR%2h zyLg!29v8%k`nh;BI5XliivKTLZ5O2cqbGELM0{j+Ni^i)R4AQiSUv_I7nfpC`y@e zC0u5>pSOKW*PdK7`6fPw!29;rl=kgHYJg9n=Ff#Y+5YXMsP3vks8Ka5ZC`pI{@iBc zeeEWQXSt^Rz@jOC+-{hp!_2v0Qncxrq0yQ`Iw=ZryC{9;iH-=OkOl&WRr=bkUvvW} zM^#OCfBUMbvKjqj?s~s9zDXZ%M;Ps1>2|Pvmts0e#|;_>5D{`wU0kkIAzCabI6CAT zuB_-~_HDNKQS60XXbEzK@B&@)i!QT|*4vG&2@~=+x(e&!BSJX_f^iprx_oiF>dU51 z6=qivd~%=!3>k(vOa!V1E~&FuVhDYjZ#~A;AJT3aZT9`C-=tmNK9OdQM;~OSg3^Q# zR*98?)=cXjHAhogMmJDcwOvv6Qpz8B21-P+k1-Sx#}fIds3?lRDZ-DqtIXXLJq3b1k?pjw z1BY91)RSU(ud&ciPFTSBu*<+GY$pz4Vvfa}@@6*6qD?iKBl1Ly>oUU5qC? zKZ`CLcc{!DaKc^54Zi+`H}7w{wo~2M*C@cn?!C9B)p><+-IbIy_N*TJ%-PlL+T*Ts zlk%0rTJE%Man`7b)wHR#cKiCZc}7{KhtDY|(;wHbU!OaFzQd>2v(A1{OZQR8255;X zQB0~BrK#zUVALx(SPw@+iG=3&fgMB#C%so<4h2$eF`&)?BT(VW+|xEO+WTI=<}SF@ z?P$oI;tT;lPFXpO){@))zu6QB{}zk`_T1>a+|+agv$86woA{h~XRjgb31ER`=*k8o z?ZN$l3{{f0jyagnIVA-n?W3)Fmc9M2gkS|Zx&7|$65qepiFuN2?&SAndpwpmmhIKG zUjP1N7k}xArk1!eViqWTM(D?)7gl!46hCBuX#PiGJPK&-4g?;fp>c-N$s{I0R?E=Q z#>^dDLvyL!i_TIB>eUp;r;6zWhG}E^Cc3JaJ$ZFt2S#eIJy5ex`A4o>Jh zcyK19RRRb!QpcG_MjWGXEPo9zqM)E~kQU)Tu{93(ZNmd@EKMZK>Mhmtl$Lc|RIWHF zjgIo(-achk>(>j*q8g`Ze3ggvqmKyKKb(E+Sl$0aeQ(=k)sK=m-JZ4kYHY_J<#Kh?!^%fB}#&U#PR z&ehKTRaI3~AA^zS2XJ7XBsyAyE)N|&+KVY7WGS8$Xnu97Sp~vTox$7+wC5wZWYT$M z?lcXb7(D6d z>fT(pAI42${lGxXBN)EnNp%iqjoI^$$=oOBS#^C~7edD!Y_=o{p1z@pNo~VZIk@4Y zDJj|ze_=Oodb0u%@_Ri@vv$PHc*O87b#OFC?e$5|1OgH7Kkc=2c&3nHjg*qjzsh`kz~x^V}3v zR8AnKI*I7`$wGsH0|rQZig9c0<=%J9e5@1>A3D^H6NW^oJ(Yh}zwa+2vjA&ztW9sZ zlu7JxcHY8KZa~j^)jug?n}KS^mxhKPMzgGln{4&PVWXJM67>4DIhCyk#MT^yM0x1V zuB?m^{sAcO4<;mN@I;!pACL|*&R{>f_2kwj<7!7#Ihw95JA8t>1*+SmQNWBEyu2}~ zZ}Vo2__Hw?GW(7mT@*HAD@I?t;KsCCzdWOlXAg+H-|*pjbntvDDr-w4Hh?U(u?Pb> z9z%IX5>#6ElJticsU9i0H=|z7sXT6ya8uCX@W_Z7&%%9B0`7D zs6=s7+9gII`L=5K^}#;Yf##dC_ecAk4jpFc>+8FE`WV-Zr~E@h^B8^_DL><}D?gr# zZV$7B2FgwSvGy+40T#i12Mm}?loGae@Dm8mrxZBL%gNc}u{B;I>cz5x5VX@z_*Y_ivCX11z_`e6>kKTXmqOHni$w3foLi+sr-Mdtf-x=(#z;We( z6!~%E4)dE1bX$t4PB@0Gy1n&^kB4N>o|s_yVQ*#QnWJe7;yXy6f^g52XlwhLA_jyI z(6ffx-MP=yPT}T*R|H>nwV||ZeYL$p?4pGWmE?B^1>P{pTr~0STm(oMsa&LoXn?e| zBNrs?+`=@C(=<_nSv=x!lxOr+&=1O>Y$Rs%BHn534h@Ts-e zxK>nq)28qQ_PoMeVkQR5d}VyrJ5_v6RgNz=a>wNHfzguCJNSohpp&?heEP&}Ooly!-)d zgCeB#=_o&N;J}J&f9>kt^!f8>Ik|@cJ+^G$9u6+WsQWZNL{)Yod?NGRIAo%1N^#6U z%MtjZADMM2Jlxu6lp~oci&PKXl34$4CZ?mT8coj~e5^Hromu;P^rx%4oU?C9KMmZ4 z2V*yAvA4K8QC0OcA;Qbc%VM~6R=*m_L#bE$ElagJ-G1D0WlVOu2hvKMXBQ*oGp%Zb z?k7tf#5B`IxW$PZ6*F{fT$w2#W{MC)-$Mk8mN{H3o?ZA|ioX0PRdF6!L@!@otKsyX zd$a1}-`k%UidhXdg{!upN0(lpuYUOgzolrmCQ6bibGI3Q% z61RDX^ZUUO=dZl2e@j=62kowy)}>O_r@f{R_l+RgnIqzl9-t$Ruk%1BOwzy?`_GNi z4ES0`yor2)AO9f&u~FWjfm8Ogu;JIPJz4FGondct!{gJ^ZxIf)w6r4U`n~OzIKum$ z=gb9?JKUWy3hD6OyU_`Hq@!1pK+b@5&~FYMAKo@EXYh@N+hM)39MM1u&v zFku9{f==rw$M2~x_j7!Wx%NYuIrRB2adJ$=yl9~N)O~t*nNa@Oy!#eo8yIIAr0o_W zj55AY!#`u3ii#C)F6HHRd4~(%!e+gviOSXBRF%C(^bpIb);j0z=(g8qWsxruM&?p^ z5&l%d0f&YQ3@v@p4H{YW@;*L?_Zu*4+le_CpGla*Lar=6w_vX8kjni}xz|PBqQi?o z09&B(=KcFL6qXOb0g=@u&SrMcFZU&&-#EdT-;Ohp6<;=vk5*3>6UFW=RMLF6pAT4O zVzSB5(AmZ1Dfy(Bc^jsEJhpWYF7`_%CyI7EQ`hG8;$A6rYv0YE{~iAY4B+F`tvoW? zqc30fzz!J==xkVlzsgcl@)aAd}+s)6`kE@JPQ^4s&kXzv)Q7+yDY$x@|m)^NCzdba|mq=z)*lr0pL~BqCbM z660>h>g*(5A3kzKjGbB$cd%i;xGf~czbx09kE0*=>k9jq*l?r!N)=XHX{+k^pb3a- z&T_*Lv@Bv@it%M{?3Z7?=6>VCs|1>T`rgo)J8OB{D!c-(bzI)Jd3~GTD76_g+7!F_ zTjPTCCDE^&|B@A#%$6)MKR)`g#f}|2RxLV7cOstF73e;!v0uar$dM+ni0`rtO0eiH zR(YGs<3n!+isL*t#{ANJU`E?F3tWsv-B^sB!jnxNxJ`li8PjLQ?2gZ$&%vJHO?-Kw z;dZ9CVQN#bbU{6lHu=rTIO<^AsdQXwiLZy#_U-WsF`RgsV0(ZYg&kgj4gQIh zB(wL*%0k&m9Y3K-e~Kp~l*>5$)U$w28|d|flMMs6@d8_JnT2HZ8O0?;h!RMfZXsu` zJ#hjcLkr&P(b6skXJdgIibmEbg#lQLoSY^T>GJ#{*n=+kFC zE4B-&nGptFGzN+94NJb5b02k8$@-L7SL5^u8Ou@_E<>$7ExA+s5!w#NZ7yB5p3bNhaQc_Z&tL=Kp+NZUra*y$YgcGZ9{}A45 zc*Qba?-T)F6$mWyU0kFd!`AUN4h}RPFldlSZ6f4*c*lISSGX9Yx}O`LREmy=(@3n| zVl$@NHK|0O5u^FB`0;xpHocBrotfkgnrqxg4qg*7-iO~yiupLoWt=H=~e*(!$riH6a%H}*-L5X(c5k48xPL$cm{( z)-fb7*9sEixM~`|cm^LHH7t%D-#qAIq1*gzEBgU%ZLIh)P;6_NW0pe%&jsJ-@@8`Q z`)$=_COCtt&M9}Z$BWPF)G2fRlm%XFBg-Gm<9!9)JtKTBqyER!oOxrfp$nMSWB%{99I8n} z`HLbKrto0CEX8#+_@$#r=xO;;(7mYwAFUWCQ7RC1s#ekxDyLzeRWvr&-1N(>czQrTgQY z{Tz10AEMSM^sZCwYTvh;w5xW@rgTvr?LG7aJC-Eq zns2jVxyifQs;W%%w6ic8r;k}hj9NX<8T9cj7GAqbZw}SVPo*v}X4l=Or27>sm8}?cI?YdD>whDEUWz(FGi)nI(+b` zoZidJJIP8@kC`ak2gMi@rj7`&e>l6>I6ZgHa(S1SkRYJj*%}wgUcF+6giYPv$DwI=y3y2{l_-CcIaROO1T`llD&mD=YLmmg7qJ%Wr ziX52&1)UX}yUvYP<>fpYB#h18*qa~Yf1YrpFnJeF|4?nmhNvH5lL&SLk1R1#i?0zM zqRH11=zHqa05aEAi#&tBZm;xQS7~5jowJ25qovE2KjbV+ddDpkUlvzFF;-Ee5?)@Z zXn8FRZ4GPMotqC%*7y6`V_>4Mz_=$$Y}1R10!h_ImMGmu5iEE<;=3T7Fiqv6Vdp&R zxtwvOEXP{X2a)o_#-y!I9Wiw1BF>l3Wrwa8q-J~@MGxOO&e2Tgbt3G6zhF$d+ULK| za`|gO^S0KYQH~hSq%1sDrMrBMazyl4xFqo}TvfUHvzemx zGMB#1+pw7xR~zmf40gXBt%l*@I@k$F3qVFVs(OhPvD+%u?{Le3)?i02ojohT{Y*ME zIWTJB-Xvh7*fH7NgWsjm3Y85aWq@MmEZ?pWe5VEIpFX|OeVjvZ2~9gQjYh7)AJ;~< zXV%+20P$71g)l>O*$l;uelQ#SH{0SD0jC^F3(-zxbIwG5Ae;+fU6}84lGo;llx$(( zeF^61p5k>0qD*3AL1YhaWjhS^Zn|vJv^bQV-dq0a#i<4z7uha=-dUhd_ z$X|x)YvzbxkhZdDn_Nl)mzXOEkS@fNmuhT%#hCRs@=hqAmK8} zgj2)E5pPq&8`S2O$8T5On}bpN_>9Oim-k+srGR#@lUVk+jrq6VYEIM6_J48pTZ~7` zt)Rf$LDROM5E(;ZaIO_|emWjXy^oq2zDkZ%0y~3H61t_UR*888;+o_t8aB--XJh$C zraq~rz3TGP`8Za-hp;m-ZnY2kET*24-xWOcU7$V?Z)@@!x*j?!r8lEsxDWpM_)!uP zLF-;<+ZRQYcUim_tOHZCv$L-z?7xw4mTR1f;sFo{nu}~q#s9#$hznLEo1L@z8}dzs z6N!P^4n+&yFl)(2lJz^!Z7@n4T|(_wi&}1^NunpkzMKF}<*{R5V^&r$xdAqc5T(jH z;jKqmE`MbHnGPXYh$udpfmIfU4x$}@#hmRpVfNd|@$WmK;VH zDGEvmfFa05D#3K&T^Q&Q0%eQeBW|J^l;8(0LZPtnuu|VErtDnAFT;t+6HF4Gd|2#t z`t&S*;2-%{2aeqJX^+p6@3fp%VOff_RP@S-w^wlHjklMVBWt@cdXVLj1&v?8)_=0u z$sp6YuGZF0-Gv)0-|G)@R2)-Avm*u5NJ!X1b0HJe@_6T;zkKPOu+b;Xqa~R%{xD^I zQG1}8n9ETBfWJlEMnlR#fl8?cK@LEjtYZizIuc4Dn-AkP-hYMgxLj)MjkzpSFz&gnFI*+ycYXn>^6TmRVTp4xH-uKO`O}7?Gg(_7` zH}7Wpygb_t%k)pA2P=C{BIfEb=Gwj9W-6Nout>7j8zG9s@;*bD(!wm=8*S~>P~@ZM zx|%V0s7Lqi=HNGa=lied_Xg_!^GloTjJ!vK5lMq4Ef5% zFp!Md5=jkVLuzbN`%nu!_!P&E?M}4Aj55Z>5du}-Q=Uo=bsa77o!YC&=W(< zSrggGlM9pzx7~QTNpQW8WvpTAg+sY5jJYsTvrwNEd(-aA9a1~hJ=bng{DR= z^}biSLLv&wb(vHcsc&@WjZ;!OPqPzSKPGEu2MUiMsRt)#tQ>pd)KGtsh^wV7AD6dH zr4vrR{fPg9@fQGyT;t}`ym{p(=ghj~(PBcetA*zDJEh^HW%JL(t}G?hOu!XC=6f;+ z2(RWLR2ehKHCeHQ72#v+lg?+Xw*BMr#v|iv+x&cd9tmC$0*f>*;lrfSeVZ*V%UC)= z@{mm#>X^9XmK_ZXvfZsVNy5z5jas3hNTdH!(9vJXCr_0QRz-aKpIJ<4GaXFB8Y^5gmj5?S|A`H-Jpmx zsFZ-f8PA7vt$ohkd+l}pz5et6=Q`)RoR>_#dfzARd)#A;`|+O4c?sIp+g4L36k5sC zC*>%VrO6b^VwIK4@f*vpySCx4rB-5+3M=t&TzTm({(qIlX;mu-=b*IC_@Tm zH%0Q~afPcvgKgI|eD&t$zfbbJuG|wA9mzV(q07eZZY=lJ+sj|-(+x4t12rdN{H;yo zPMRK$dCO#~rtm>ba(hY1MLDihB^KeWJf{xZE!#kMNVq`sSMcbl^|9mctnMfEbbZqO zoSit6E!rc}bH!&;W6~yYKmGkvxEwrOkNZE>T=Q9ALD=`e@p>z5F|G58T?1rCsc>LjCuJ3l| zPDiznO@FOyTei(mGyQ&*-KkCSnVFgD0Xauszj>pWpvI$_Y4NH)-F8R~uRkRr;Ws@s z!n;r0qTpKIp$C;6Gm_o70*i9zIE~w;E_K?++v&=0a)jq+& ziP9odCtc=eI=cJ%uD!{&s7uh={HP=%I+`^>yFg3Zd8*qq7HhfnfChCvWZKontI9h} z49dQ9r!${vot+++x3EawdA0L;i^ybJ(SuzFrKP3w#;Tw~ zasG96cB;}PpH^`Z#WiOc2i8L&Lsx%)thnd4zPXu^f*~sh2ZuP>aPc1#6Zu0{>U#S6 z{c%b8)f=USWPAHLeDe34xZN8S;#^(ix&5got}62;SyY7#@{K!H){6d0{_yqnyri7B zQ-b@pz@VV`hx;UARa5n2RZ_x)goW#JuUVZ7;Fg@4nqrD|d39si3zhx$(|u7=)~$21 zGj#Oy%%Y;ASvfgnm6g(O?yPONzGTH}2A9D`t`-sX;NW1RrWcX)oEj>hozhpYUd?Uw z_3X0c%VRCOOS4DvXB0BbG=;yv-KdslpZ4abu)_rF-o0XE{-%C(+sw~S##!}L*yHb^ zq66Cb8Yk|oQ4AON{LCQzcg&lu}f;sFi#S3nr1zC zP@0X6E#T;tu=+&JIK?<6x~-wJA2T|fIk1e@FbHhQ34ZyKTX?!RytKSru_NE9E?)J> zPC8$N#C#bg+g$P}fd-dv7>4y&rew>=M`A!ZDg0^Q5=Kl=Kwi!_B zHQrx(cm2MXSHEB6F>lwvp!waobH{mhT-mfS`M9K{r2UtN5+=F@)BPN@JC4dMTehsf zDK+Z$A6vr)2Te>n@-?}*xa{YqdQ5eTJ-4%L-n@C)iWOw^`T6e^yrH-ep~4QaRYp3Sixdf_J5RpcqJum8Nriy@A$!?A`}GH>iQ%?5AD>N<%H~t|A3X4T z@Zf=#%dAb#_q8HFLtnps?e1h|tkXR_tkvtDfU9nq6XfJP-&66lhUQ>y=Q=G(InQl8 zgU+0T0Rd;3@#7h}?}>e_SytoN*v3U3TWvr2GP>Qm6)hbiqLy;ets+Ep#3FuN_^5Sn z745=>DTcxsgbGEpdDl!5D>sF zsg`4#Kqj=x<;NFE&3s2yhsj|@9i33kkffv}(?75o`PNY{f1o;2YW1pBvTAAp0et3( zSU?EYie_eJSXk~}UYrx+!}W@1nVKSmSXd;ycPMR9Rc%R4O&u!QJnmEEEs}So#GA=} zAR%L{$smM{o&AirLcZfQ+AW8UnHS8a$129@+c}Gh7HqHZfBKYM5bM5uCrn$?>#z;U zs?W;KX6N9LI->u9wVp@V>Z=DM8#D9s_gu`6Vyfs=loK^l#+OiB9jIHvf_-3lKYn$k z@od|+_}2KhZ%;->MzRSBY3y?Om7>{^qFd}f%PlGyD;Md`IFlD{_BLC&{(Dz3%}|Dj zVWmJtON+X<_2;+u#ELi9Y5Dx4{oKLx1^W*s0R@@2e0j7$rqS zM7$%gg;{s+?##Aw#;lO1-rn2DbK&*Uoc!8ah4Lp{;VNm0@hY;+k0cQUe*E~s{&C<% z{t85}10SzYD4oOab^?kN#;_~KGTwg|_Tj_XJNbwV9o4NX*6jF`QF!Xhqcu()PLrDV zzWx{;mCv&5w*K<|;l*9LdE*E8`Ln8=jdN@?NQA(k&i?FrfW>9A#k`GUK%bS{NDUD(;y_4I+RFbsv zHtYfh8a_{eO<_!Px+#a`^tU%_hnkg>v=V;){HY$$lHK%k*OCZ)gVA7P3R6IwMwTVg zNHvm-d*0!AWCWwu%oI5}xtAtQhja1~oYcSV*RSk+e9Bm6?8=EjjD|nIeL@bc$M#Eep0&TDn@Bt4p8dQf z-89v~=(A@o(zB(NRZZE!f_Nln!LiMoHf>V7&xq+S>FCf-Gj8CVn8Ka3d8)6J-H+5& zcW0M#G$Ma*$o#J;(_OR_ikTwf)y0b!$G!%dvkMDrB6HQ{JI#!h^L6x=u!LBzbUqV? zosOV-y&cmrJ60o2_TJ$mN5<=vwPWl?+SPKeUb*+xVKAlG$J;v$!L|2$@vejQTvx7K z>90=+47TrQ8y{*>#t_uE=Q*S~PFY@aa1gvDhuB#cz+=p9+KfLhC6S$wAD@WK|FROE z``M+I@0j%_;jtS(7UAM0OGwTqsVU82TUgs08k9qvCj6KG zu_ZK7Gbh%dGT5j+H_Lfuh>t7|vXIy86k?Sm3E}KnkG=c$`2tler`>jWer|Re(4@A& zW&Wae4d93|a;p*DV(*Lr91UPD)zXZ7?I(vd zdpiVArOl?a)zruv*T;WEVo9^=IgijTC1^WXb!*keF-(C^X8rno;_u(RJ02Rcp3-X zb$WW5T0iamoix+jCV<-2UTZ zx@pT;h2Y5LrWbmaSFU_CPRi5YuAFCYL!jjY(YZ{l_px?|kv>0d=a0C*`x@638y)sZ zlD9rSpw4~i{W>xa_9JK3lE;%_wU}#{KP|2{GAdxZ;8In;K|oC z2Yaut*r~IOp3?bz5QB|Dsj;dQj>@v?5y%M&tWMGv1u{5O{9so`f=;&l9PnsA)~o`y zJqFrVqSACJY9OSqYNyGzsG*h&!JHky&MQ(DV}rMHA1Rdff2A@@2M-RS6f9&AcU4^eRMbTa zfwKQ&_#JH5{R_}utoUnBk1>KntZevg0#_3?1#zkUYn1<>unsu?`Yz$gAgDy3mxhMM zaR2Oml3tRN59N(k2xeP+5{n56w;8C%s=Ke{`2AEKmZ$yadn}u_Y>7rf#4wblPfh2& zy_jz4=c=R~L*})LP=g6_XmlKNT1Ao{gyLf`!%x_5)%`*@moeDl()5MRtk-J$jQr( z4dHy_l_kH?VBV$)??_jw};SpyMNJFH*$u=(P;re%fKu(Y3}ZYe1%D@$yfK01P> zLZGWR_q89FP-T?xe)Z&QXSG)JV|*&&qy{VugytnABy{FG9rbf|Yvx{+1#s(c&&!Eb zi1|EdDYJTI^6&+OdwC2qLvw;@gUBL7iz#2vojFro_3VVXlqdD=n;ODS-6tEw z!0)=;F;|iN>g)CWcy~upXMy%n`f2Yq8V}d=^Lpoja6)oxD1Q6oRgHIexpIZ~(x3 zw5L)TpxZ=xH$W{O7R(cc?BV*A!3iiKS`OSmff|XV!X$}$${P^x#*G`?7M;hCHO{k0 z2P>fLq}#kX3OJ!WM0EbK@m&uOAK+TC6DR1lZL=>MZSx$iYoHDN`L`i?=rHB57oqI? z_wS_@6}Gl)ta{A%-(9?7yFPOkX(4lr;QYsq~>D6(fOhie?SN6^t2KM@+ zc6N41pyz6ypX2Cur`{*UY|SG2AS2|NHG%J!xTY#b%N$3Jw6@(!o}OEaC-w0p#`s}s z8O2o$%kRND!owU|xp@CkPn&M+;`_BP4dq#smr#^RX$Od*XTyqD=GwNzaE3`A_lm>APWJVVmgax(6-Y^~loZHuUy>^a#;%vwbdy@a<C>A##&f@>PI(>iKWmp9JD{GdbA9jLz1%Kyjs<^NIZz@FwcHm&X--0Kwh59RmXITJY>(GKmV+UKqP#6B(O>;kOV%$ z2zPRe{Q%KIYVn4GrDhX4m2LV|-lk^5tl+ox*CD%U#BRmN`I~cyHRd z(@c3ZEvd|eS5U)hAdUapj|j})SmBbj@5{=h7zC`V05+I3ohs)hG71PXDrc{GqaB#hO}xig8>}34oIK z*ysBPNnwmaExqL+hk$_E$B!S$m4=8oDS&f}jEWi{c?ab$0a2^z*c*$?fpri>m6enp zBVB|oTC%(s;Ji7@Dk>~Ie0+K!sin?3FE1oeWse)4 z9yxH}+yjy6XkhZX40CNB>n1x~ zl9;3(vjTp%WSA?X*h#d@qT9JM@r*A!8yA->`3AL@moE%(RJ0p3H8u5DJ-eBkm&bGU zo6b{yEAjiA4=PO#x20Wpvs`$x)oL0yR*P?^+q8)l0Z>|a+=th!H5z%YxtwnO`e#VM z(OAsej#`9bcztmDs0EFYs-`De%uPcULWUH=!_DM{N_UKxXYJax04?mk0=Unwe0`vW&!qnmS>TtzNrUSwX>v z6cLgjS*|Z%vm+Xz-)W-BfRJ}XMr^~Sk;dA7ir}XdqRum@yDGM-GasP855~eLFfi`a zeflQhO}qE(IS#<_5^McAhK_%!HZpQ^?zPm#ix-=i0&mJXI_7TJxRJ-Avv45T0p%0Q z^>hly{{8VPJnCfHr+Pvfg7~dWOo4#qRaBm2+YZHYYG$)CF}4t(>AR+QOLq+95{PNyopYH5xc2lmdv-pZs^FmM` zWUPSW&t$@k3EoonRzNmXxA#0Xw9iI(JD*uCP#xWl9fRLamL0#jJOJG>Zp zjC?e&GD*5jm1#3-YSt+>59f@CfCXtxqunW_!pX@gU^g73|KZ7njMedYW2|OQI^f!n zmp>?)*49>TpuL=LXS@khG&MafkUL3kOhyT1&7qaxk%2}wJLKl%K8ayX=Be$`>^wavqgQb8>4_Qc2Z6Cn=|-RBxJC3j*2G8sVlX4WX;eWqvjr*a++p ziiVJo5Y0^6Pp_9@O5?y6ru$mDC?sm|BSFrj*RLVhE>6vYTeq_9+O?}i_uQ2k9+O5H za16>uMzN?npPRL1^Ly}vTHyqf+xxs%30y^1Ru(Xv_lwk2kW#W9ud_coVq<_PNmn;6 zcnrXCA~0^CE-Bx8>21EaXr~t%nwm*1lOV=goYR+^g4DwFKXMmp7@ycnvS4Z0&!1P{ z6&G)w&Y_gjFW&DH0O$s`Ss=&buqkfj%(-)lKon`Z#cT4Wz6RP4r8Nu|shsde{k7Tn zym6-$;XE3ym^NA_w2b@R9p~ABJy$h{>1*=jFpf{+ICMxRkk8!Kk`zy_S5!8iHNoJb z*s!$aXFWBD2pLJX{;G}4(UOmtn^Sb}Y~wSFha>=6_m!Cj`2LDu;W+FgI^*`vP94c= zkaL>x-;rdh4;K9TT;)9VLl5+B+Xclx$Jwqism@-a6?^pP5g89ZB^~=CJRRq?w6s>Q zTv_GCAUOQq^Z^-n9qy$ng_^8jubw@7M%anZ@9rz687Ur6eQ}atb)l=tn(x2=C_5;X zoqZ+CCbBvW6k-x!QP1FMnOE|t<4pGf^%Y3n~Dq+Qd2F4NAn$x8H51;b)_g_=2 z9IGJdZH@hXv7jA9c=VO7qBD|`A7AK|4NjBn1m1_otW^bE$Nq^RrcVO{95I)8I?R%C zf4F0DZd$+oLQdolHC0trkUW7K*~x6VRu^LzA6MB=kMOm5$|v7>cA6kSZ^lz6Pxg}1 zHeNNANHJ%;cRGGMPUV3Q<+(i7s6SiIBWEQqA~g85nVG}9KPYuBzd=Q(85$E$`z>}l$sp6QrRjEG<) zd4hy-fRYFRVs=o4L?nSEU_2?1o10rpDoj-3zz~XWZqs&u{u~AhC-&Ot*Hc;{nVCnC zbk33YPfrZR5sCwekFt_?)A51B$1HV?CJ3R-R3m=aU&wBfbpyX#myv1 z;0-`E(PzL5vmy3W*;iLee2d` z$TkF<(jU~?4~2#dM2O2=7SNeYZ_#IxwX~e4^qfY^`P@O2GfvISX!8|feaM0JCE5Z~ zwjn|?qIN7HSdb{=F1)$DreV<5)M&V?D;!y$4d8-?et*@}Xpi1u|4mSz%*{sv1scYS zHuH3Vxgce7-u&DQ;d~HRfc!Wh2YGHiB97@g@ZFfY@^Y@1$kke|?PONvt8Bp1;~8KzfEXI=4QG{K~U9{qE`iP5iN@iDzkAC<@qPZM^ds1Ay6o3z_O+pLBg;6{Wb9`WC_~2)Hv4zk2FXUt0jdtX9g_=E>kXhn_pO5YcISD=0tYDaYveU|T)orU!#WWS1iy}Q1q-+c2A7kGY-m%j?)m;8Zr-GaO z@8@nm4hcy@Mib2O*qfD^`M#~K4ai*`+x606f9M#`E_znJe^0hBx8qL>RGbAqac|m+ z0H(1o&zwJxa`N2^5FL;~SQohR3eFX{nPaQgVJ@&p$KRyyvVK;WDRo@9>>7KtUX^Kw zbjP8;yZ|&Qq{IN>BwbQcGTrT`?c?Vch0Ps}lb(~JkMHW#k|0&yLViPm!p_b8@@=s;YVOUeIp3EzoEz@;%qV3O zJ*d68LL<|Z<1O>KfQa7S%c}e7)66@x2ux*Hhz`YMkl17o7{+5atO4e@?eXZ=>ql-Z zeNC#+(80zm{U}?e5jiv4#8j!{Z2JnuV(x)Z)Y0iYP}!x`uGuYI+Hu?6tUxN;TK(%( zL&03+y^SoT!1H9If$-@%#EjYn0%1nC-N1Ak*H;ylBs&)hkz3U4Oac%oe{+ z&?fF5DmW>b4SJU@T}DYscpgMc)yn`ifaMKDUu)jDVMA?}l>t!}Kug(wd$oecre6U_ zcT>)7un~Q}%387rFWsmao}UW@((22$>^^f(TUtXSh-j)Hj!NIWIWadkM>x9;8xrUA z$UFjGK%ypbRX??9f<;KEmA4W)2$=^SquSHRaUhT62I>=l=;OssL=!&Ngm(a(0f59~ zk_-?$V^L@kkc;A&5kaAOI0$ce#CR^~=*Qt6W7UD&^nB6aQB)|3&@D(+gNQ&b_#-II zGuA_-q9CaQNo(iMov|8OF9`n(y|BeoJ@;zL2mMs7Yu&zLJtdWu%8_S$fedNyOdi5^ zMf&yyG6CNM>ElS=_oD4?&RTdm0k)|2dO^7Q0xkinAli%NTtR^U`2OKOMbNjt2eq|a zrfWigaBu9@HUM{OKi(fnR-)t74?_7v?h8j0x|4#1N=P=`uKtV%ABcF|gPgOo^Rv+q zP=thb8!ni4CZm8gyoQGawagq~M~fGTivuWdlu;w%-L`EhF0J$ZX$@L6$dv>Z&@u=p zV1P-fpye>c!^FhY2Ny#KAZenYfwOb|&TC)R6B_z}+RLis3vYaUeIrXAu^5B2X0ks} zZ%?=aI0@9~IFxEXhD-Q9e*FBmARMcnkw{pI?b|sd?Wel^Op7xve|$aB0nzu-{rmSJ z2zB@LMB(lTi3#3UNli`d;q|vjK16C6A8u36bC`ULSE^;09q2R4oIq(i0KA^=nS_j! zqOC2Pu}fTB+z8Z^eSb{U7o-F8{3-F2loYiB=RAON_cRGLTibL2>)uc-U=CK+)6i%d zV&tQI{`@nP{?LO%8u<6(QybDB$l?POk zj}Zl=@cNQ&d>xcF&t0Ngamq>ckO2k`H8iCf5Vo0cOiPyk0S8I_>|}@eKxJvE98xKq z2#F{g*uciETD1zFM=U0&fZ7~U9HUZx3;ul{cX& zuL!`E)P1<+KLu?1BY+C~F`mR4Kq$2B`P4MxagTy^K?LgReGi1>!n(lNl5LFaI{DJ#| zD-xa2ZePY(i0q_fZT*r2JERccp_at2-@aL34Ehjy($XsZj}(8h+AX<}`D~RBo4m=Z z=sKu5&w)kykcjF9M{;$IU4Uvgq0Br)rpq;FNyfUx=WXGik(49Q&AK)B+9;!BQo&sI zfn0A!s0joKlUlGh{DIlgO33~Mfr4#rO2cX|-t!@I{i704h#6ux*Jx{ZY$#V$xs1eS z!UIFYJjYljmu}I~Tgs89W4#~Kzn#feGk`>g_%-B|9Sr#Z`~EZ?yFyiPk_c@z{Fg%h#{ZfqwbpS2|#N0J-A88Pq=G z1wETLJJI5nALUKzO6rKHKdlG5N>U=sP#@iB=I7bMju=$a7d9CmYaa}wRn9I*mH;r}VtLr8KR$N0jK7VfP|d<3^?c1Pk@ybhnesi!SwsS| zfwE;Y*hrxBn%O;j_5>W(b5A$#Ff*oEvqlNk^~;OzRzsg@@tOfAK};>4Tex2HPGCon z)sE71NQqCANZh0@IpF|+q=4MB*Vw!<`56k29nHpdu}skK)bl5{)%2>Z75aAU zo)OV8Nk%}@F-Ex+AYc=VyoV%ukgU;IM3j`TB^4D)fxMK!&KpK37*&iJYozCGKZHI`ZOmu!q`hZrh3bFP?#Bsa; zIEf-PNfFg+08>gN>TNnzi3<*nZN2vN^qG?0;0+42KsA^c3odXD@x8sh1NDERJ_OB& z74VPTCh0RfT8Ar-U{okwo%CXbC5Wz!l53;`a@G&TG7lWM>vGAopuL~PxC7v8^^hod zxO+y}lG}vsUt+!!fdhzki}EdmN<1PcH%g2D!iF`GHaL6kTpbD(9>Z$Jb59PvGAjsw zy(#UZ{S_m>2q?>K&qf}+`napDce?HJvVgRL=mE`I2Y!>rLjX-Jv0+3zgw%yW_XA=Z zJmdl|O(Fv9mk{GO%yEHv!EP~d?cpiMH{0SfbeWl%*+G(i`t%74tO3MH5=rLJ_|j>I z=8qOw&xll#oAdySZ}9?g3yZ`M7w*>n+9ttxNoZl=G1dK##X>e+?JQh`C21F{E)^{A~RfsEj@5jZcXdv^ap{0%6Xp?E6Bf3L56^+;NzuS&VG zClrD5$G2})5Y)z7%nSI(I!b$pHsopr$L)C~=zTs(cScQ3ySo#ccap+sMxt zpGYK*((H^jyzO)W?@z#NcP*!J#TNOE=5G-KkWcD}PXiTm%lPcC(MqDHlU;)HnSY0I z+dzNU15qV#wZtKTKqctm(Cw?NfRJ(b?p?7HFAz}hT|>9i+TB6CsCtk275s{<^1azp z8PWhWX+Dz`UHJ+-jt7>?J6)QZnx+lk9|UHC!_TTZ*H46%R))qUG>2Tl3-uBBNpd38 zXN)qjQQ{`6u~S}}wFxjBwK#@pOJUf!V@Etv(Pg|0ka#Wv0>FF7Dew%X*$%hHU{m+O z@sjr`YaW7yA&3RFbQ6DAQ^p&0AFv4us*`#LaXlX7)eDuRPl%y}@PW^PtXjY_bdK(BlAHv~u9! z)2@F1yg|DQCEa@@7Eoo6LB0N(o&C)~fMCFai2=R@c6|ydwHEF=qU940VO^es9TOwt zCVo5YTjCKA9t6IN)JqV@q z-wztCLKS@(Lj`Iw2o{BC#CI~-aC8yc4_AX&S1XBS?87+TS0h2_ot%;UxDe-QNnisR z_&4+6O9fufsj7TcFgJdX;CY~Mq6!e~4YrgGssUu8t0|%j(Z!8IbK5UO`KNwcg>B9N z5i$s(0~gH7&#wwHM@CC47(8$ooTHapGp}qDu#Rry!e}Uh1|y>ZC#wuLkKE1Wv|~lv z&3nyVW&%z3nZ~`II6^I3;kw1@GJ*q;EPEnSVIK_KV+m%RIQR?24)F#0z<~s44d#%L zR$$RcG&EP|(kD_A2i6mZQhXJV13U|KP&_qIj3|*@h}vY9px!fQ+<|(CGF<*tQ2Bw- zkJHayxe-Ov`5Z*LdH7+*9=QBEK~^P#9*ZQgieQB>X|`FBb*ul;+1iEu&_F@K#_Ql-A8r{R7&XW4NtgqcZg_bghfy4et5z~ge^E! zVo)29aREJr64QP-t7nimWO8h*76l~rrch~^RG3AxpHiwTWFhDQ_Y` zDPH9nsQx%)VdBg6O`V*2FE&l=x9X(-O_W!|p0s0PkgX*1*DuG}^n-{yD&h4PK1ot?5wS?FHAHr~ZR%C9*{cB7ox`gd`B)3$A~RaI4i z0XHpHlILW6o*LU4DgWT?)`!z+6QRkdvcY4su(LTI^VO;ES3Y*yb+OoDlZ?Ma{Y-VR zRN8(Awe{zzU%{&P-{{TA63C(GKv4u+Mltz$o`719I~1Dp^3TMUNfPtQQ;k)Wqc5B# zNSw70fluKa@(Ccc2(+_`rbvqGQ<9Jo>MJ-26Hqw6r|^dScN(IegBMuOdxhXT4B)@I zsf1j(kLJUN4}X0BE(^i|_K>HVR52*jqv=26u|nayAP*nef6qu|x-D?0l>hIx#E7K? z!BR#{ene@AklYCOdQlS-)&An@a4RmArm*c(lFMuyEG*AZ{|^Af)P)|u`O;LggK-Cg*acBrF38)1?d=n@iu z#E1yLF^;T53T1Nj;`qb8C^FsM-Q{4tCvIs#(Rc6O(FyQ^+CaEhM2YyNuP+8z%Mdk; ztu6$Y?x7*mhOa|I2_Tl_9AJDU52d9ldQ~7~h}UbVEk_yo?G z0zvUT{RtWE)v1*tao`c7adq2{=zExIVDCUVjYA#Z+)OI{WlNX(^bagt;h!s$OC!*m z5(Bc(8%}AtFPWgXO6%$rVZeTwhAx)@e}iCINSag}k^@9|UtHYdRZl~` zlHqfSU}r0=Km!nS*t51~+o1zDF~J{|wVf2hruOaI#~?;r@}Q#IPcHcNP75{+)+T<@ zv^C9Y61o&0zppU+4spv34-c;y!u)59cepPIqV3f%XX2s3v77POqCFE1hj*P8483(_ z)%n(YzyJTf_HJeg9>uuklDtU#5)`jCw=6%yNvo2vh`m1fUlpS{$k89evj$}L~}2N%oOp85|JGX0)_r_H{( zQdvz|6`ae6()5?zY$4fEWW<-MS~it@;TmiY!C`%Eh=I^bf~IH zk2=An(O6g*&E8|piR!0;C;u^sqk2Dx za!Wb3m2P3*Ff0T*3`*o(^_2@z`u}EU?Jv=ZVIiT|A3F0tg-?jtZdpw0uvqN%Vb*m^ zuPwVD;l62gbm-CDr=^yuWw74eeM%Gn9zRv~WyhOID@`pPgLFapo-aWT!9CE43qP`=S(7|EFK_zYP;9}y z`gd48x(%Lv>SKo|@!FGzm-uz6t&BpE2>+|0I9&FxhT?zxacXzl7FF;ey*KAO<&Y%j zR~Cu7m$b{FJhqh}023&bado^}G8lMb@gi9k)Ww&{8ROPr+Z^IbCB`nkHtR>6nVpLR zy%&(g(Y4Ez))AL4I?QUeo97aXW*>Yh4K@v$Q8b*H#{eU|xx`UPH-n-iMjApZRs`{9 ze+@9^HmKNPGu+xVti3R0g|?eij@Krr^AWcd(J7q2-`B>19}^tWR#lBb>)kP8%_6T* zR8XjutL{7v!&GtC!^)mVl|89~3nbDUoJ^!@{Xu; zQ0CxdKi?j5EuqCp)A5Jq`yYSc1vJZ)4v^M9k-49`q}ukrO?dF$p6# z(V+x&@uh|0`7{M=(E_4vss(3%Mef}7EwelZR{qWS3}SfVMrIo5As_-tl_BUx1Lu>U25 zfVQzAya7O*ALA^#g&KgnjFpA3RwTfgGz>}@#D(S-4zs4ePY8)?P1ca~?&xlCf5S00 z@jN4;Wn<|^ADM?b%0eyNtBoU?zL5oW9v2dZtA=DQt*6&aeUDkdSy$Ix_hrTvNtLf(p9_Qkbs4A z0iuN{M<2-Q)a^}bAQneM*y`+IN3r?xemz!FW404ICylBj?s=}lIt$uYy)owYxoyo1 zOV-H7%H`~%P)tr>{-~Qlq!RThujxXOy}uMDrvo? z97(kh#!0VE4B!iqbTv5r7-K?1kNIiZ`h#xJw>m@JP!xk_g|T{CNy=JDlP`y`6Nn{- z_TIvCLFJ})uGxcV`AZjC*zBR4&k9!)U*G_|ehnbzDyO;7$yY_1Z_qcln|WcI{_N9P zePNyO%wQ@?`NwEBUqqNNWsNIt#66yFs!rtgqAd{gFXP$?+-`T7cY<_y9)=0F8JW(^+H7#6VUmX5jSu(kHSTCq#v)Twt{N7TU#kX}o|1>A-+KO^uJx(>-> z!!o5R=mFALaA}G8(?(cLh7cD?aLJ#WHkKqk!F4IR5`>TgOU)a#5V$OMBEG=WoQSS$ z()nsjt$it!pCvlM6jgU`I&t;Yz3IT=x&9D zTdNSqBKzfB069H>e1f!o!cR-T@oAnxh?5em0T5R5iTN=t^vE(h$>*Lg`4m zlA>ZHs+L$Z3#JA2559zH8kB6o?X|l&{mS(07NEbyPAs@nFvTRnTt?&*Sn*B02^#K0 zZ&nSA5;3p~!zNh%)yIGr`UBC+c0Q0O+Vb~ry`R|-rakw=kJ$38XNEEcvU-9aF}7Xp z^7M`%-G1m|C4#`y^$Rh3$DQ>mX(r&EnhRVCi1|SH*S9zJz0dBD-c3@2iiC_v2pdRB z-Xj|f9iGG=he7P?>odqTzjiGP%+yX|0SDvI-$B>SQrP%vC zy&0kO`O9!v0v_K^$m%qOzIY*rG7sJ0N4xChFb$%;Q-nMwl_vrc{K5*@M3q+yAbu*K z7OFvK9#Wf~q=2dnQ5Olli&_UQH&BqF2o;QvtGs2Pets=8Rt{m~(WlxAU08{_tGX<+ z6f`wwZw6;96giI~Ml^J037H7b3p{l?rZhA(HE5r)fpX0bj~2S-gt~O&;^GvM0%K#@ z6_u1?s&6~%!@#W^YVkRSK;A`Bv42A;TE%;b2tqkJ$DY#2<@Yz zHR&tTo!|rMm~I3QP3UXU-f>tDy1!pFG8vt66tz#G`WGoL4yXF$3FH)|e|~*2usSqd zMyDylf?b%T+s2j;Q^XUuU(rmY$+=(jc-|4h(Wip5HG`QgUX$78r=FHwh$T~ zwXNWgbAy(Hsf<Hm%j+!#D^N(5m<5q;C3haG9}Db{fNWkE=pIrX2Cd zwwSt5YPnSXRZF#=CSYaegztXOn!Ju1YaE`BbU|_|5hc_M5U~5)cXoplUWcC>G%~C> zei9gx$aZDj)v)8BY&4oR@!%iIzdpq2cR%L#!l*=rB70*~mvmd=kE*CkNTJih(zHOr zTt|+9A)0{ASg$OQIHIf83qh)lk5VY@)iO-6(Ikx_Nd3RjD5aC-{@=iV(I&B_=fF@2 z?R?-U5`sT%3%S_ltdjoY7s>{4naPdAtSb+%-oNx5Kn9S&kQepKqr-FAv;b>M7q*ja z@$q$BZprkmi076$Z3g4gh!lff3pGY3t4Cq%GG(o6k(i0f{(Me9j`xNOH|MN|nDFWx zUmI1OT7b*AzFttnSZ;b50~(p;iD_}K3}(xwf-m8cEB&k+R$yq{-AhY zNF_^1rNKhxKgRIL*FSQwu8Ey|>>{5(FYWsNzGt+gXS9idy4_`pFX`#CIoPDT)7&5O zy0JUFP^>Bfr*ZJ}Hw|wgcjGEh8u;0l?_FFFEr02g;0ty;madooUHAV#QBVJi2jcG^ zci`i!kgs9;pe88W@HobRkcClE zthl{H?`&nV;F=qE|MBMhTWtAn5DS05@_z|W@vr~5eC1Q8+?+=PJ6IuKgTSbr|5Z7E z8A`2f@xo^9S+#nUB@W^=o|MxVgLiQ zl6M3-PYcnW$SUO})E5;_xh|#=ZG=t68ZjQMdHXQy-`=gb!pFzwGTKrI&y99~ZrdE+ z;9%#Xna6&9XtEoY#c5NU@cF<912CM54m7~yQ-_AlXorzJWw10o{R{mFl%GnQRBQ?% z>+^s<8EQ;9fxCIcn5B_;q}`4{VPbv<_92c0(k%ka9syvXHhB%W4Im~Q?pRXGXQZP` zvp;(vQ66Oz1mmr(+6%b2bDkzekTT~$%)-FIo6s^2;6Tm;G05$JWskU%4FPZP)*MD^ ziwR_WQX$2?B~~e%CZgGu;#{Cjnop2i@@=d)Q%B+0p+k$~)wt@^Ro@=**6v%Hi>er4sp6>E1YjD9VbZrRy50YD!7 z{R&)mKW1h{fBstx3#cIaGmCo3e@4WA*sqsVk(iQz{Q8_b`oJcYo`==da=>Lz(}m%2 z&z{x5K_bWtKlq)_llK%(l~Y5Lx~}@~oyfM{XbJgtxHW+1MNJ)4RsC%Qsh{s!Bct z2Am^S1o*j0GaGT1fy^SNcB^1E3p%kxAu7HCUZq==wfaJv#C1gpq2EXni;t6d=82ED z+cJwAej?Ib?fnv7dD5au4pKw6DlyZ;Vjhj!8yHo2A^R+q?{vSV;g&ocUKqO%^@Nqu z-yoyJE+_8yzuA%s+WLP;dd6RO3;o1?i;SwP4oJJ6wLn6&e|-nOOvvTXUpn+Z&7^9$ ztvmkce|@t3-zF)zHKMY$a3&=O)^Hn_N!m=K8J*AOXbFwAIpIgeP|jg%4^n~WiZIMq zZ8j*!a%b!G)ul9pUUCDx;%2q^$xhyk1!V{Kh1)+5wsCO0mTMn$RFoz`{DLR9L%+!x zLV*X}Civz5GV*KC(fa(xkHx2~@5w~4R1Y6bGjd(t$nfgn`AxwxuhMUfIxB!W{CVLY zCCWAQefJdJFw+7Y-(gjZX~Qulh0-4X4$0B~Wv=))$mogK%AgZcBI;pGEssxoyO-X7 zIXdt(JG$>wtaeg9V@bn1mJYZ071Ro%aP9Hy%Ysf&IotM*+5AKe>qwEU^Y=Cgt>R^& zZpqH5`~QvPOyS7Zx66FR<%Zk6r3RK@UQ@c>~P zUM4D?*|~ziwp$r%mAme5Yhegi;!)CN;sAj2vI_flYjrwZbbS1Wg#_suvYXT`SI=f{ z<2Af&_s7wbF=vLn$X=%Wyob$9{fY7)ml*$A6tl3^=CZzpH0L^|3QUgdH+OFsK1wdY zRe+h}h*VQts-lL9iQT59TbI$_`1&HnFUF~If=B^))XD;2qulB?c`sWu_D4?F?z>nu z)TjOjM4Nv-7+ScJf0|JrF`OA5&h&7iTqJfx39;KZm27+a3IyCr!-%--}0& zLCMl@Vp!z*CMAUO&8bnE@>67x#X=;saPbXRlp_ciM|aGuqIBGuUFtgW#(8nil7Fb! z(OGWv=vd_^zmnuBMbv~B-YGy(xW2XE6G8<$87ibU|j zy;7HnYk11t1(5R3lk!+Fl+fYPnOR^e?+CQPfd^>{TIss+=dANq-7l6|fN@W^S>(sY z#(w@uDSSYGH2BZ+!N#G(mi~qFHTc@J-7;#6j=C&8e~3S8Ddm?6lu_qodAsdElV%w+ z>eAv;Qc~mKf7p*4kw@FPWtPTt+lX@%kae>=O(^|VT~MnB`f?;R=r?aRM)wfuOGn2n z=|RMyZqMl-Ena!MzuySgVw+QGf2kW?!XVQ30!>PzO@zi$j3P?cktVvzaVw0xVPIY_ z!|{T2*P!R8`5X;X9NgTs&udpQqtgF*-e4QsmHx`>=5kVJ&fqA9u;k?AZ4by1eq)2F zm4xMn+=4H!fiy_^mvM|lZTrE+p-Pz=oNl**oUdN#&%cD0DtolZK+TMRq(u6>z+P7G zn)|jw++dL?SJ9TKS?7VPoh{-jSVe~L!fq3^jfZ75{$OEgX({PEF>TG1#kHrVFDc9z zl3qM>54I?Bsu`(E$l*5`EeV)m!iSwXb0)U?Wi;(3m17KJ9YK`2o^|s_ge!4dX?7!8 zIALMn-Dd4t;;h0DX*vw0Wp{ZAT7PoeT-t5fN914_k;ewK=hft&pOpnui1{2#4Vm@0 zDc{NR#Y94pLDU&Km=wBuNjDU;t_N}R7$;^Gv1fE#>tSfS*7KC~X)&J%Q2Lk#thWF4aQNPuztLO=n6QHE2$^g zp~8L*ZVfXxfVQ(V=jAed%T|vRW{G#2JL_m~V5Rz*apb^d;C*}I4~LVEh*@aal0m)G zYL;O;(w>06iMW?96>!O9XP||WiiW}T@yvH5`BLUO!DQvUQAx$-{e>mf_t zT$z{Gxog&WYz(L6ke;42ibJQ%2&5Zw_9`e@LYJE5jVlqyF(FfF`C3EKUv&lss9{!_d5n0NO# z8^h#YpK=VJMGob`X*@@E22w1%$TRQ%+*6<8+}YZxfO>9r{|d~(_mcpJv2k&z1Qb+N z*)U6EW7g!{$;mdm5ZI*;;5RtZ17t8cYj+yW76%cd>1JzbX%*2Y zI))>1h^z1;bhkL%Kk1hQ2db87@eC(xuuGEjKS3owHweBaPR`*Z7JYO{Egeu^VX?f! z#`2nxDnl}kG&%QFKoO@`Pow7`3F?=624u*g)+~84N5i?J=Sg`56I*r1{G1(>A*0_y z9HU{W51aeFdmlsQ##l(Ji+2Q6jgpZ`4lb^b+paGvR9#%WdS-H@0X0?x4991t^|d!_ zQDu7C`XET)MZZGPmIF8ykZ8)}U_~HDBNY6k7EjYxgsGWH(mZecG3g40e%;hYbE(De$@)Jmne zfbB0Y04((CNmvZb5Zcbd8+*Qt3r9S4eZP7ZwJ}%G6E~X80bpnX;9`6N$>s?@ZzGf) zOp1}-@^uWdHtoQClEdD0idCtfRPHo87xo2!uB3PE2|Zxg8(p3 zTQgcraeT8m0DVI7n(e$FFcjc?mAd$AYHB=NhIq+wC22zt6!_4|p^rl+i?--O4L5*B zeu-EDbU&2LuA&&Ma^yr$t{zT+E5~9t^58NMdMs+u>Dq)dKn;7g7HvtrRI*_s{2`n< zgNLbOU#2}*jW0W*Q%I4QmA&A>^*k)>HGV-x25gA2&?JLh>jjJp^i<@qQ5dES*b^*UD?YDztMzhwIy&ZV)+#&>>iP4$ajF zb`KFNuJ?5m6rhpq{`d|orz05WR-B#o{KbpvW@l)>+n|G!ld*I?xFo!Ga6wPj2OUv7?L=+DlZMctPE5b*2YXW)2P_+qv_^7l8ipBOa6X-glFd~b}IQI6K3g^+yXRFCMq zs_qQPxN_v=a|kSFaqbpQ@J_vk6lApHPiJIp@`*qd{%9r*c=6(}yoQDeXYMz#n&b;7 zte`OBI*5m96%EZ1be7z;soHXM3j>Z1l{|g=5P}^h0~Tj9_@6&Og}boRVUWuTrjaWmkNnw_CvO>c~U!w4Q*Pp%@gEf#Aa zSU!if;CXIt>#y$*T)2UKUQRGkf>>n45N>K1nVAF7JlwQpwEWubjuAdI_i~esOV%+b zXN3nkUQKWulD!vf7*C*~2BMYLA8S^ncqL4~yqKz7cq;0h$=PkBPx>p;DhA-GAEZEz zq9NNr*mkz+o)31x;Y_V2t(hMqqM`!f&3XiW8)RuYy55X0NwgJi5(}jVAxV;Ub;jD3 zdFiM`K^xvTeM@R)NHl_Vnpn`QOO^qLNb#WEZWjIB^*E^6fSij@&Wk5@t2T=_wDm8; zNN;zyr6EEl&L~gOn#74^Z(8hnuw>Q_@YEEQ@BGT2@^S{S!hd{;;#L@y9)? z!-vLTX^?+!!KNy}-#-RH#Rxb)8~t212+c-l#3fMTC9=1%X#l$K0ngM~60bK%!L|Zu z0Bf6Gf;M_#S;*)RT|eJ{`^e-B-G&Vp6G{{{G~%(u$nObCAwC}T+-eb`+CI-avwus) zE;JY@LgVGk89ev;=wB30~qr7fBXrg|4nH=pwuWldE^EMUC*jq>-(f zFQg67fB;{$Hwd16-cp>vSr5&!`A9fht1|K89t4 zNfKB^2~A1p$JW|+0+s<-I>*Nwv~k*gX)~H>{fL!~^dHP2h!N{T{mAmp87zp)sGYL= zW8-jO3JdJ5QUar4{T)me*OzCsI5jU*n|s714yPKLoqcg0*QEqEJ9r1lKR2@N@TI%t zKnc$s{BmfIch$Q3X&DJIMsNSyR0t_k(m;w%LLD+SNOn=^gpiab zL&}sy5rtBz3?(u}WoV=*lA$7%W60EC3Kc?zqI4vF@7wqJJE5VPqeLOf5ZWRpd{2WDttMRTW!$6_ zxYWKjBO$>I#5aqj94Nz9IIg*=C4e5vs;ggpI%tWTw^j^xPgpxO3Wbz1MNksTkf=pR zLVvxVmp2PQ)x?$I6?4w&TM!OT@42az7!=gevykD?`p2^w7Z-zwT9z&@E@(S)5Tc5< z5ueo|N=#}d@xDYEDhdS(Pv!F>_=iHx-x6;j~ z{8(aJwqDi0Z=XK=IpUk=&z1)9ze+s{g;GgO#EOI=yGd9+5-b4LgDuMwP6@>^CG;u0 zNj^s%r*MebySEOjkf^KU3&=U~o14!ao!=Tx+7u=YA1cmV=<6$wNB!c(Vr$DOVcmv^ z2TL5Wf8|l)6nO!u*FW z%|0(?dZp`@FJB(HXa9qnrE3Y$7^y5@A?MI3i+)p-bzH|O=H|&Q{pfrRxhi z_2Vd&=3@%*HSHqoM|eL{~_mht*Bk+<^3r8 zzIjytmYUk84NV+3v0gx=CeFap$m*!8{hz#GfDYOCe8csh_P+Q$k9vfAb%Gw}`-7gR zGvh8G=@S=^QUWF4pm()(a(}#wvNyG^6B2e&I?+;Gi@q*}?>tHjsf)&}i0H!IPs~mO zg#bsb_dk#PGFxN{EOqRVkfjU%e~QfyfzxM2E?du&Q+9EQ*n=zxaFh(|F;}dI;h?0D zt7x$;6xRCI6Y?M!9JBcI99?aQA(7qr-m@omzPy=)Akw$zhWkK(G!g0vzq8PpP(d>! zW=tU^l*J_eD44r=hPs7)d@g2qf;1vnxnpi38gD+ghF{R;{5-hXRxGM9!mOA(=43xa zU6_6g^#1JfYq`>jBw4-g^cnD^2z4R`b2JjI}f(yu#F+yLxXzc5VCBOCbCN-@*D8P>&Ji zT+xI$y&}7FV~B1j7o9 zEz&AHDo!8KTt-F~ngZUd_-2Hb5G$FCPZgA8&G;^@0_OI`vZB5o79_tGQCWcS5 zTwLM}&gx|R4#oD4>z?lNQ^?H7-oj6fr~g2w*4x`V8_d*3=H9#ZY(8d^7n-%iyoa#= z6#SbojS&^<;)~TghOH&pFKCs%^j`zZyvwU>&OG69B8E(a8zsT^=Erp(62eD3faDTU zRIC#Fb0)_ucaMzfd|3Ne{nCkoIw3p_`7j>O=#lVJ7zC7$+cE>7#=U9cM%um3*2GK8 z3UDAEnMg|f7_9xDU2If~O{9-HYD5h3%bDQy1RN(6eYSyz=I1#4*~=e4(7ABneFy&w z`ESqV2w6?FF3?r$v9;5!y}U79!TN9$v!AX53&m}TW@2ZUIe_bx>H2aWvB zQmmg`u=1k0pa*<-+w;$q!6*nA23ah!d=@)kfha?idXI>^ zXRuKb2GHf6S)4Bv@gRjV@y){)qGw$oTy`;gPb=N*+;QHqO1b(0lA+@;(h(MDp0y7i zr~T!9@~`|;*4Ou2@6^LV^8pSOLifXIm;tOQgZDghZnLUodF}|nxman|^cYZ>L`+Rj z-a8ZxXHJ;L?fNG(8$C2!b{lS5Vg}K+Wt*v(&*e{qcf1Rj3Nw--R^E!U| z+~6xbUxuxx=$Zp%4o&5O>{>u~0Z1t;=MOgM(7t$(*b2tW8a&zBUT&Nrq_rT+;Vbyi zgT<6U)N#QW0wgxjx?0OQXP|nf*e%9T!)fvM%WF1%s~hxg(V)%LRVjEAz1VnKp~ZjU z>Vi%{-pqd+$cD+Ja5e@;9$#g#_L9R0VTDdDGY?lBvFQN1j_S+v%gcg4BMJ0+1Y$*L z^N1*jj@RDJvN!is%%l-Lm<74dtsu&OSH9T(b)UD&Z^H&Uz3$m!*+96RNMJmfoBKo7 zxLnDN0%Yas-1j=Yu;}Lx-Ch;Yx*(beeHBO}cuZ6^iv*(kXv^E&gO9Q1W~+-0686Q98U7YTDmDY4#VH4p>d;W z=2zajJ%8ydXz5WzB0*tM(LcPf%E|lt^WSH#7|N%nJo_d2_57`#%8~<<-uT({EZlSW zUhPuryxZ?wlVg8)-_1}tIND&(-57EG0-qRh2%)mpxDIH*A<-86~AUq`NnR;I_!kZ8DxFwsv+?rBXst78UBu zySdGNc~JWpG+J-pzWunZj;I^gvc)d_>*Y1CyW&1@k5GSblS4#y?=_dIvOW9pqPYGH zNsxX0^w86)+RX{g8w0Qoh|&xbb1WFvXfs%~AF9`)sHkX>r{^@bu-!4aORC^WtBC}? zH-7)L$4{R;d4L5=(y?QKp`nn%!s--VCafGsUMgk7hk2CdeMsEGx7&k*XCmOLgN3cm ztgd#Yq)p`7daBlt3zl(8`C%;+Z@i@!xw}tg^PE?7vD2J6=6I$F_;@xmGoGqgL1BOH z($alA&snKu2_MJIn>kZ~DsQ)@C9K&Lnt@`^&CKc3yD2D;dUt4ACJ+;5nwxi0P#{`G zvaq1!>C;1a{Y;Sx#5cq;s*bK-ui~%TtO-cs)+X$VZrw{>h_+9MUHzL)4vO>b>}=qt zVwd(*5D@R9?qyzHt4Ha4c4 zeta9WV8H^7lmqvKw(WRo>aZclcHz<&k(Qpmj433>&CH}y%54o*Rn;{VC6sS2~^GMZrtSIXSVR zYP#*Qci6-BBH?R0NJFvTmb2S`os?HMnNA86dqE*y5=6in-jVSP9y%@^mh|_JWB8+^ zt9u;2HR|-~5yGqQ&eh#z?xQhsP3fyOu6#Cq@s^FavBK`L0mM# zSJTuNBfkfbv9$0WLUuSb;h_0PG@<-oarLl+J!v|~R_p?z>bU-(4 zM)sKV%Z@YEUrEV^f@+*RCYZa8M*%6+a!-t&I8mK6UUK(t5%1&G`}bW(jT&_s#$nv1 zA6YGjPu6|-aJ{6YGh|{%n{zSqmbkcV!C56UW?@yMhr4?yZ-K!iYU2(P>5Y6ol+lAR zc7DV1_V4e<&Ifa~0aK<-Q88TC?Kk%8$7UrvuUHX@F8I}T`H7F7JUL^dZ7S6pJvwOT zPU~$k(-#pErdnI~jo%Sryo`u<4L`Opq;Zm_)K8Dhv&|}%_Y0i=RSJe>X#De z&M+7vH=I|POj^~rvG!y0n>TOjo?jX(7^r7?0qP#v_Cfbb7Bs)k7pg&Gr3~Xp?OFrJa_d@gu`Cr+P;hXk(5XL{Gy7=9Z#etdtbIYnG!GH5qri0 zi-Cbb@R1{`aN!x`GG9Nxg2KX%{B5bT^FS`w;DxOjo2Mn)ig(2M?6v8LuBK*3&TYcw zP44d6hmRa-zy_{{vbz9kF_dDW6Sj6C+qP{>8q@Vr?|FzZ?oF7;#Y}U!sEB&HdtawL z)1G!PxTrr|S68}F#n||YjQ4t--d)9km^y9RWHYn&c)1)jaw>`o+NW%lW~=k6wl)ZF zKqY169a$37JL3Xcn^){nw>p`axQznVEZMf2t_06(wU^fx?gbav+^6x)?$YZ|pAO(j zCMafJxnhh#O)!^rFkbyL6dE zo3bS!|7#bS)jf2}uNl98Ig?sqM9TZCbCYfPqr@oTJvisl9>W^IIn<7tU50ZzlmBXa zMW~Ed#NMQcu*Qb7Fr=7EhR)jWZ3o{OUV7pD`R!M)n!x7V=ycrw@S6II4(&?H%ORfn z=4@z6nOhYWvL{dMTy}>8jdf5|falU(^H3Kr`^@} z!7*@1X{tUen{xdBJ6qy4*iw-e=q|G7;9o~e|VmzR{3m@ZrPSKvXD z=_h8zr=)ZR=GYf|y1KUa^z?joWn({&Y-KD*SNr&wBRQ>$R$FW>t_JBG6XRZ{GhVzW zLU6`wsD?{!-!24LWdDfGeLFC~>G_Vd##KFg_YMN&gdh5GIq-&LVZQ6|N1s)VdUp-Z zNt&hIn;j?HED|RzUaWPst$9H=brY3!>(*slxG;sSpc&|!Z0F2bHshz{CCU$91SFa4 z5z=+Ks)En(Bo7ZARvbUAuc>(Wkc;1eSR#$-qb`^F|7!t89y_U9kMc%$g8ySUH^eYn zI{pV@WAh(A?1dOZ{`u>fhm0h*k4{vli6!o)8% zrFzX9A#=jzvYsHAjTcy8rO*1#Wq3Yp;rPeX2mJE&>vf#2dSaDcbt*Bj1IM1s>&ieT zZk+j)6%BOpTp91IyzDoMQ*!8vuji^&BiCt{$UU4pcdj^j?AFeyi|$v;r6^3e^m8-t z!{M^8LVn^%=k$eFl>3cb7{qqu@*3`jjZVyrPdR%H47S+n#KcbU(c!i$KT9vDbedG< z^?dh}v5QE8$5K=4m@j1a{{11)prccdh5c0Krc!S#`*@92JEj&EGQ@D1 zmj(VBhK2*+(Dd~5dfwQ_0<7H!4up{imi%70#%UCoXwjlY;+v3a-ko_>Ci-o!8AnR5 zzp(~aUt`$U+*Zy_GSWG-Z}l!EBltcc;bc(l6|>XZcI}b}#O;ZW-bPw>hUfzb=hJ@5 zq)$oxtW1lwK%nQPIk~wzdgin0ybE=U#6zbY9{Sb5P}jG%vukVMtcHU(yx!hbZFt7{ zS`F~UinfEK&@l?aXyWQMYs?5WlKjd_rRL`5aa6qLWcTIvI~O@a`r2{Mgb5Qad+spy zL6(sT(WPsbA)$;#dfhvq71(BzT2{Sv=9DS29EBWcoGa%SI66kMJK#mE$)*YX(tW5> zhpYbmdCbN1Bh7F662Fy{l=2G-+EIkE0H6bKSf9o!dD0{JrO|XKwU_VT@4#y`GB zELvGqVt9JMS%&z#Dd|Zn&Nxx5bOeyXABez)5u7W0ro>}iKmM@Bs8PL8+7;3k(r16R z?t=5(#BVq_s7PLN^N2CMK3b*EP0Y}nLWoQN^|+s^WF2e?KsNMGktAArBLVz1s2W=-ydr5{bcN64{47% z%j@jT;{GwxT@#!+rFm#=nQQ$XI!?2xAl{L21}4bfoXVyDYxL;7oX$eeuZ@j$cn}Cj z)AUl3;NPO2!gc~bmR%>Uk60l>J4uB)+tRX&*!3<7QQFMa#;{9Tygy*#zLte-L==t9 zsk3y|r(tg(xcEdI&m%(*TG#6i?e7mGSwbC#rXj`WCz1|L$}ED2usoT`&)>XuZ7V$F zjSo~X%P3Zb)kFHfs*T>+sWN{zuOB+^&ft{f1mVFNefspuD;3o2do(S@c5I%WqR+=C zF?+4F!0h*OylSLpmuMtVx&ZfqqLa`ein>ZUa=Xy#&C-cUxK@Srf|Lk3n$;?_7JGjj zF?Q^JzKc5A8hwhJ^+=|pH+*x)3H1~xJ+v6^MAWwtk&&WPl7&<725gb1#@pQE`_x`I z5842fbdn2~eDlSQR@r7!q;Yj+bT;Z zOr`QEPMe5A_?C*Y%6`{SEv=d44x#q+-=Cg79INR)p&ms67e8)7PoQb3DBNJB-v%yg zL~N(IGdvV=!qNJVAI%%TzJa$(KoSx@!Xf9F$l@zG;eV$I2<8tcv>FjH};UU45jE_vr-}c2e=9rwQ9?Lns`) zbm>wCoV7F*E3}~d2eQEl3vFEm1IIo#pGu*z1Y05&T{k$mxD0}?I>c|&5xWPgRENkY zffDULaYy<}RwIFC>U$8;mCe#$-F;08>@}|5_%|+g;sp8NbLU2pC^H~lBUBChs&D$H zAeP`&K7Bg*#4HySAXFh+tWI15c&uipo%?8I;%ca2?1l{+zBD%%0a1pmnOpK_;et}k z!JKI`4K*{5AD2FR48GPIJGPjKwM@p}L_s!Tg0kry$5-qr@!V8I?@EtdEE{erX;~`% zruVKfe0XPRu0{@hkRkrWK*tF5gah#tU5O+_Vw??6LWw;KVnkU!SI zu%{a!A(o97zDKAdz?Fee&ZB>*X19j0y#zI2dxVh1nC+C+*DOjqk(!n!g(Jfbb1M?0 zLG<|Qk5O+Gp_mRVHEHc;ddFIFVpbTx3eGHe@j{(pfz{sLlYM>10RyFqZWlLEv0XSGS@;f}Gg+w$cR>>)VXxog)48yuoEL23rdG9{OWJw8|cS;b2CyFLi&9#HG3PWg$6PO;UkGtsiUs96T->npH{;Tjn#TSguybA$oyfUV>N zDU1vVxjTC%VnKe_uXo66YaT%9A{jh*u>PLCUtQX$Sqjjp>^^v~D{E!#?CdawQ3PyB z(crXuwEXppOgGt2RafM=N$EF|D3&`S-xI7!^xNU`7L8*Z$M*~Nzq@3~l2{|Zzab3b zXC)u}sT*lAd*t^*Iz?>JZ0B%kU3a<>q=D^w_9#%jz5<28UN>mQWV_p@R!{%9JErLT zL0nM>>*#dF4bw)uH(MOLhjymEGpDTh_4)TNc?uVaM@l*Vey-q&7Tk)Q#WTR}h&XZ$ z;&%%i`5d7r_|5jIQ61S*T>JXlb%r_&qy%@r#VtL5{`}ObQ%x5xRMQxX$H|q9H~O&iyUN+?aa!3A7e9&{Ikv3F+%pR!Q3H-_0X!K4XAXkd-v}8KrM>Ig5u&+1vakZ_g)mGIE2{Bs>@+qc~+pcqlFca zX5)JC4o)}6s1eDbWfPWi@O167Ium}jQIU(yNL33q?ooBmQNKwk252E01j0;LBY6P( z2E*n-)7@idSGucSL|cq+yYRL_akVeKXg2w7+&DSjCjZWz?t&$`xyN(;14^R;Ou}~w z{)nbV=N>&QxL$NeQli`_^(8ZR7I@X{JD`q(_Y@bCJGo~dn5+li`0pXqs(32QskWdA~|mrU~V z^Jn>g{`tpl{(QKo<5jIn8=r7ec)qgi2em+E(!h{~289B(qkzYtA!AWSkyi6LfEh?( zG6O|LNLyywXp1T12b zARM!^4L)ynF1=jTcpey8!_bVlWJDbE6Klu{f&t)#fD$dhF+KW)&n~T($1+yRZ3|L9R~esAhO|Hw+xy)F@Usc3q7N20-y1llD< zwW_crmeL^fYMsm2gs{$h>w=pVtQjA64Aze%h&zt-9|5V0LTbFY%Z+P^ZLqjC zEVt^_p@+?=dz`QEV4aI@`={kBWCE^g;C&?xrjmW5&m?ag^rH8FJ`^X4Z}ZoiR6eYO zrl`EKaV%Zf5Kd@5R2WFVKm<{svI~bHW;U8-IQY%Jni2hUwT(^B(9Q&TiAUckYQf!y4@Yn+c2o?YJ|Xwl2MIE^vC#~e zb@uGptdy0x7cWjqpIZZq*nMBzs?d-SSuj_5-Pi1q3lCk2esKGCH{Mv#tmL2r2l^9P zFRpS9mbvgxX!$mtXy0=e{@=&o?YI>7M_mX< z@Efs*4o#jnuOD}aG%Q*IE+kLzb=WgK_{4!4nwpxSZhJ;X5Tql?qh*(BETz>)p8$Ts z*9B<8ZP&ef*ARFu&Wbq}Un-<8-2X|*wyumo!NyFTKD`js{j#nu6soC%Z-zTfBnb$< z%XTiRCq z6=Rhd*!0Z1G)(_I)vhR4X$}acUSMai1$%q!F8k_pu!)qi1oHc8^a^0KsTY7!b}L2b>h$kUqP?QZ$Ifz}9a! zN@M7V(6F!qR1kr1+iobSMV#fbDNx%~4GU4MxY~b?;a(-*)ooug$hlL_s95>Gd!R)c z4jbTkr;C=1+PCpE?j}J;4d||Q+VJS^GozGmH8myGejP)@f#6s=)GoZxFr)Hw`K(48 z$ZZ?{?H4XkrI}e+Y>(AbRIt_Q1H+ezD(Ui%_o;PNR}6u>;^U&it)_r9r7ojRL18M# zc#*15&-{Cfj{ozz(_v4JY~*s|-sAQClVea&(3ideMejuk!6(S1^C4c5YNp@%7OtA8 zB^W*EfXS)>dvUkIc!`Y11=pyzUiq6MW(tUE`HB_hhHKZa51ExLMe|+R!^zRHI{a_pA!j;0ED{nI{w};qKkLvBn$6AnFZ9Jv@ju7(8bmKabkx zC)n=_><+k@0y3qe0FT{+lZ1+}hGP;M5z+g_=MNvk=~rGSd79ptp>=G?<;-;pFTL3= zsdx=JgpuX7ii&=`PZ9C4v$lKbT0g%yzEH*LcAQIqsn+D?2+_-=Sqd+JAbb*qK_anZ zg7=$l$jbI`Y_tsx4^c^g7Q((?usTdU3kD(wf@DdEN&mJh2hj3)1*@3 zvs5Zp7_!)<13lRA@9^J;**gtb421{y@5he^=(ntAbTe`?S}A~35-PI8-+GS zTThQJu?BAZs36^cOmU4cc!yYTk+ZWYx>T)%gI6c7tU--|9L5UjUrNPfE5>ex%mO}E zn8IkJyc<^gtC|q~2yxnjii)9@Q6)ES1T(;7jhEdwq?bI3S?6{|PP;p*`RzmZ(ZT~p z^morJOmBLIsu*R*{fTL)5x_m*l3ofk*RCD?uCC5z?%ci#Wm%7@M*lW25SFDgVXn{v zMC;B!8^o81gib?4zbXJH(&J~&{KLiW^+L5@zbRCXL*U0@h=ekOLN9H7+k@WO_UTQz zSe&N+Cxw!E_u)e{txN`(zTOWoDvDd9Vpg*G!uCcRQbD*;Z!%308TaMu*TKlV{dtZp z4aMs1j?MSe4wQY`wUh3K3;>|1a$zGey@J z(svN$E7eNNi{EWdUQ_1&s@i`3GyO#v>0<<9)GIUyCNEl~Ny|bG1jy=WS0bJ$P1s48 zWLBb-N)^1FQFfVOe*gLngjo2(K+-FikIM5a21o`P8>H8z>bL)31_?t#)SC}}m;UL4~waJ1bo zhbpZbl}E!ThmGGGYkY~mecQ_J-PP8VES$VeFwG)f`t#85C>wR_-rc zU&VH#v}3H41`L>-c%O32#`9Iqc|?&lNS<#%#oI8gJjAPOu-Wng79|C73sHr47%*S} ziJvZ}EL@<-6#&slM$=kaTf>`;ARgDgf7FGmEXf+Sz5I0fL%aCxC!ge4o!ENxsJfW4 zZ29lMFb`vuAJ;3@SufFzEs`y0BlVCqN2pI!10va7* z<*r|3uLdodWUKQNXyFUtkiBEbe0zK7MkRh+^5x%QXI>)XWnNdA4uH`2a+qN7tg@PT zyn_u4`T*TU3z0I%W$DroD2JbnmG`MIYBY-hJVPb_C$lTE?tW^Qip4H2_uYdh6~!(7 zpRZ2U$it~;#f|mDl{TIgtz@_hK`IE-Yxh(*1o07!jE&n#$b#l;*8GhYwF63bCU^S> zHjhYR*bw~h+0Ao`{N9?)Oj zNAM3dTCs7sL{y+ejTv{_<;XkNznf{e*Ov*V)g*kg_@42F-1zipojAH0C^zI_vXjg~JM;Z}dM|Cr@U%uecimg|Dk z29F-yTRBpO%y{y+jtGpno+6FDe<~2KS zqW-A3HGkey@q6eI4;%R@Qt}37XE!Gc;)9{S ziDf@s^tOkSRzk6V#-2fx88f{&153SQ1y??q~^y=>xpjvhEnws3(c;|>V zHPCkBvU=jp>x&rDx09O<;&wOs z{yL~jFHt}h91Jw(AiQt$@V_Csyw#w!&aowU8dPnw< zJ|FulK0n3po_t&;Ds1|D1Xa#)gtBcm@ur2IZGF1XZN(G+CZ?GqT2f2t>4j6q?2hgb z-W%JM9ye*xYq2BjT8WibN`XO=>JnTIzBYN+)cpP{h5v-h@4uehle2K{$1X3|U05*p zx12A_aC_wIg5F}~`M>Qyyl~(A-!^Soz%c)}mG>xg^MAX2=Kp`Yf4p|h_o^9(KM3bFl;}I1VwdJs0;ACHRc6Hmx$cW<2KUV$h>Cx!6 zXroF%6tksd6S@fP%@&E@;WT#9uXucx zl`1om#Gz+&;>3;HYnWp9N#ymE^tnZgI=cpY#zk7KjA}~xX38VvR;*sFsH*x@(5f>y*|@F~Z)(>O;#(df z;p?EKeH?ovG|!zeO1~_0i=bt=u(0q@ooTlIj}Q0U9z3Yp^Fa90*2&>2ttjW&87!Lu zmWEgF%TArkm-X`RZ^xTPYF_)cq^|ma_J@yod8gmLeLFBXD5t9%S{bbp^k|P5hk$?z z9V7QXc}LuQMgOKUSu82nz@Zh@U^Nm}xh> zBJ+-Kg@FRL!kag567|0BR@uj(re$Ol?Qh$Kgp|o@Y?=CIk<&d#&9I5&O!KlI+I1YUr5M!~GszgmsCVz)C7OLZkvTO`#2;fdJ2P$f&6QC;?EH4e+3C?p z)uhN6Q*1K3?$`N;ul_viI9#E$IzQQOkyLI;xyYWOluRVlOsKHW@hmk*I1}n25J0jl4;XXmc4t$ z)2)lN&YkmcaBvuEeP&vF&ly2v8T6r?lxMoWJw3MyTzuaSPdb^fdW=n z!4!OPEjFl(_L~^#iCVo~kd2M)ECE5<^-kFgLJKs_0!&#eR8nAHDqMiu{M@M6A9Lmh=B)@s9 z`toQgo;~}grgSd@NM5qq$MYv_P&N)`(b zj(|r=9cPy!No0Af8mAIaCxzo(OXXHh!|9R)X%mOP4O081`lqf0*62 z6KDTykk|w6Qgxj|Zy9OnhpUkd+I=qKaLeW1Ugh)TNjQ>5%`k~ickkXcsE&V$t!65e zf2c$_2+v&d>EQws2XS#X25xobc01?UX`AV(!IITIDk>^CDxS}tJuCEP-$NzQI3qKY z_sZvO#?|p}zdh+XNxKo-fdkUx|Mc1+Wau~b_4PxAoN?_r*B7mxPD@K0uiQ;7C@2^h z9aTaeqjNlp3~Td);RJo*a{-H?U-?XiZJ%FEw298@*NH8nxYTWAUpQp5#q z;Wvq%o*eB${I4L7VeJ(C={U_yEUQT7?9AlEcw0b4w9287kdTh9xNJqFo1|;MzV9v` zt=4|Pe&B%2R(_LmESYAwHUk0+w?=wP z(Q4o)_1-pt(qx&8xVX5ivF~)lT~$)}sUi{-Ikx15qSHfO_jiayp1iY~>UrYiNnWc? z`O~LPu_1sXxs+XBv~-AMHq)jo*R0T0TlvcC(=0ab*b(dELb2+ql*Bt$;YxfSKPEqH zpPB5d>TRI)+^?hA#C`S`i2`z>?-Zs`0xd5rVOSA@;EC`c3#?SLez)H8I>Zj0D#?H9n}CX_sU-((TumZL`8)(t;Ki7FHRn5rvB}sEXBiDqs<6-CG}l z^VE@0a+LFG47QY)ySw}2eJZl;+Ba_8@P7V08ZYKxXQ%dMO~yKneOn4Bau$!>pd!+z zVT?l|QV)x@V$~`jPa6I9?J?fo^u>OM#DKj#hn($o8qQ*;Zrr#rMBIl%zaib~DWCDv z$2?lGh>sk5_nyJ;CTwjA5?fo;r|e!G;Z9YC)F+iZpUb)P2tJyi0ml`(1rEKCoTNli50Tr-3`)Bfe<$u0XY zxagMn_n4j2JjSqNhf|p$aH;qjuOzkyrEf+0@T&4fYlL%F?4#sx)nKuo9@c-=7T~OD z(fY~US|BA@D&Qzt#q-aPTvU5&88(GHQ;t0wGd6b3s-v{!zJJ}aXvKL@+DnrXvhFss z7C_8geQ60QnN;nOz9ycI+S}i4qLy#i+g=(XL9R`_dmA#4h2A7KIj{DImE#i=kqEpj z)+T$@l8yYF##J6G8!8^`J!2r<;Adv3t*+iWoJ1g=l3N-2@dnhJ7DxjLx6G zPjCeuMgefNac$z)&Wfl$vpkARX>VA7Q)&Cxpy5&po`Sr*me|JZaKJ9|sO2O*V=+|3VN5O|#T6E;AI^S@!z%>xG{`SAOz4Wc)0yNdh;w_x$s4KvIGRK64|g z)?Zw#9P*{3ER5Iu`zdnNaQ?l#XEk?~CS?kTNSrhdw6IP~dIiT6i=d!H{KWM^SH-BlT5Va<+Iy1aT(6g`29XU^P4@_7}bmJ*4q z{8ZFA3+J%s!}QpX2L@%K_Zl5XH8LkUqda3{K28*A&Ah_y{kip0=Gb?4f|x$s+iD}G z`Mc=kj2C}-P^T~)+txFdD~0DHo?J_3XXLlsJ9V}74GqI6gUG4Ko*sD?GmQjKmW;`H z>LsEMr;v~umWnHlalUNppG^~_QI3>gZ&w5!Uu0`*Ta(l#^4T6+0Pxj|8IM|K!`^f8 z_iVdjQU)|CSf~U5e*f_UH^F6l?V5Kp=UgRxEZwrhQ&vu{BFRumAyU4erX_Ik+6xW2 z_nAaval?X%ZAluli-VDe4X4I_xjyATdQ|h~(ly+Vx6EA!Tl8sn2K_IA$3Jr~VsW8# z?Xd1BWl5vagc5zZ)G8~TIS~@LI%*lkfW}QTb7Xe{r+)qV6|Z)={!3&*v+kHb#q5xS z)LHwH?yt>nZyGy4cr~;uC;bjCk&Tr#|D}kKP#xZ8U|~F#l5_w5{z|%iOMnY|#|x@)mQxKbD_50}^ia6Y~y2XRrM4i+<<$+6uG}h1Et;?c?(e}!Nt;I>s zvraEWof~5v@h_gi*gpb6zv%*@#mb}cqy)kPm}n1rU}Ow*{*>R;zcx`{+kPRCExue1 zy^ew0i7$pGCTSC`F(h_8f$dCIdH(`0F4p%Hg4YB(S3D=4z~5v{TFYnU%wueChHa7 zxeEzdO)hT!DH%z*vPFLSbj~rcd5_NJt)u4QM|B(zJGA%Lt$zKf^%>7?br2we*4@|C z+78?(FP8_~A%=uqkzqTyVjGx_-U|x+e9kitu6OPj;^`AqbTYf(@*ALF1ak`@Gx`l1 zf;?9Km}&U)`*9c7^&61#a&mIij?N6U6cv8_{7`Js8r#Q%`#u!9<>w7D`n(nms#g5d z?_B8C*dviD3A(SJ=hqCJ@W1iSAJ5hhXaxbQ^u@j?=@pUVExuZh^DfEU+rryxb{e0T zlgVZJ_B~3M@>i$nuK3;EeCp`v*wWQyeTa6G_WW?76mZu7FcOyN0@Fa38KJSh4K0H0;EZ*4~ z@FUTnO{lWU%1< z1cjjwr_yIWr=rJPowZ3(rDbKMp*_5N0m!0+49J2 zcTGalrMwlxy$x!>sFiC(rvh0d9+Qg#P?7dKsAFQ8MsWFxjT~&;+~=i^jt3*r>UME{ zYP^DAMi!4$1!m31UIvM>g(0>-oGdCyAsL2Jl)EW zmi8_;mlx-#B3$Mq;*9Tu2M;_wJrCp2#i%5lX>uHW(UU+{mlCpk0mFs0ictz!x$(wO zvVTzy);aanrNn7E{5nmrq;~%OitL$T9xiO40LKwO&;sP0>Z)(uT73HS=?LSxWWZq` zT&S@lHk&jy1Y*W8Ahd)h9%KcAJ0gF(J5SaZR7KiK5*L-YHD=QXEIZ4osEOY!QFhJL zDK$vqIDA+hWf5Vu8cr^_q^&&+z@hi?;jY?D`;?RY8=08mu&Qi3cji>`0chf$$(rHz zvcIL>S-qVDN02TaJDN_x!XGd=6F}yvh<$QQjD#;YV3z`(CVAfAA8KzT0wRUu#_ZZ& z*bG%DY1Q2K16*k>35W~xw-XO=o=F49Fm|+E(6W@tA#mNEGxQOtuMmT_g0Q);6RSl6 zVQvXZ{~!BDP{3B5Tq6=}(`YM}pj%wpG&91l5FvY-yiY^w=0mz?J&(?eX@gTqXZS2U z^yQ>=el$oGvHRP;ZjciGwpNoWi-j=h;$=vDP=3$o|K)pfH*hUoxhW9H#So|p%A=WTS-9GP)Avh;&qTjn#jEJsP`HU zl!Zz8qTX!%{KAk?lUn-BG>ctJOY6=kcqpU}I`BDvTs-J!34ZRx14M)>PZkNncHY}` z-~<4#mgBHbZ}zMc&74Z5;<3sZ85w1LlL1S0KHzA~(2%75psWyQ|_ge#1|4rz%7)ebbT!3}%c`TG?5sZX$8YNfbdM zH{XOBVzWltRhA~nuY*s{?FD%d0V1OCxBnPu}cF9q~ zc35t&y2Djf#3P-)(e`-B-3_b*J)%xisST;6d;6@G{P9QQkmF)}S})6i0|(|lXx+MR z-Llf}mc>h7dKDBz0?Zu|cWGfhYL>=5AsbYcT z84Vhnn=epH5$EK>e{JND{}Puy)A_{-7u8e!I`^W2bfesW+xq0ifBYeyp1jM^X`puS z!^RY~h_oX>&g?sP9uu3ZLg{WU&w1zEsd>(O3F{83E7HJGN9KY zLH)S;C$NF#LalZckv8bGcULGV5lFb%0)uvk@ljY^* zuS<1wm4!VZh>$9K?OLkS^so{bf4MbB#{!ufu|S%s^L;z!`JAFoOE@WYer7V3yB|7cnCCBYLRS z(;dd&#KbyJ{a^wkuLOWHjCwi>yB3hz3&qE9f9@JXU}WpK+@c~0QgPyD4`1uQP!Xr4 zg^bwQKuf_fP;DMoiNA0i70WBsp{gKE6>+tMGv?CDQU?_XapW79*5ot&y5tyP5s{6+ zQHQR4uI4LbI&kS$uGe<=q5#pQkgjUet)fuA$AB=1gcK1e6LgzwB%l~Wyy1#9YpRgr zB!cH+h}qtS`!+QKcD>Lzk>y6?_9~EXKGU_=i)z(b{*}Z>Fq|9+*|?fY5+Z5lJefnD zL^}ZUVhA#Ei@?=jX8rPT8It&PKRtN~Rxd9vuK;+-$;ruXX1tB0LYgg7#LMkM)_Ma! z3noB%C+e5&wY9g8(#*7bdc^!yL-oUlYsqb*sQdCg&%LFkC4}%(gm8kKFwmep1-7M( zGcMzmY4&twve?t??AcX|q5}hWf>1Rq4W<&pK`~Z60%eUM3brjm*3q3+aeZdRZiaFe zOiWBjL+3~eK+3=l-sx2k{N;-@uAr$j&E#-a;5ezV!5(!1Bb9>?@OkuT7b5NW__z-pl4If;JG;3iFJav^ zYCn5d(6^I!d~1tyuiML9%+AFxU)VOquilZrV&5i3hS^D*53cz6 z{rhg@A5$6KbMCpRn)R^|mI2z7Ttq ze*OAa2zsZ_oDn2Kg(^q_Dca|LV zUtzFA-e^}P&>SJS2yK`>GZFPBApwb;1s|v`B{J;&$C@3{NIvzI0_XOYZ5L?Ob=wl! z!2QnMQ)Yd@Jx^=?O4(>u_y*>^01$DzfxyLogn200olj4YFn5dbSMzE0SGvh4Xf=Czu5UiH(s9Up%$?g!b| zK9=Q|)wI-`Kj=7c#rMLdN&eod>yk??JL*}k_};+I`CDmK=bxV$O)IqX=DO|X)}*7s z{n&N}&_f@!AgJdm#K8!FYXOhD5D-xny0?SON^f_TiVTCMNTP#1TK?Ti6 zb=V~2X2H^pLVGJ~z@EImE7W`$lE@ZOrwq{GK_FaOwgLTl0s|6`%ty%0SYYp;RS94al8oyVk%S-LxpN27 zETQi5K4?z*7GRfL=6gnnUKF4xmFlDbSdINj2G9U~D zAxleRLAEvK;&@sCOC3FWbfCXq+H0@mP^Fq_%cSjrXT_cMX$j~3g(JwrN3^_ZWmN%f zuIB@(91yORkbo3WQBJq;IDf_3(K)<;7}@zX=nl%HIn@f`6LPFK$bju1_A)c;f#@I% zVb7sPQ0$UV_8$kiGyd5bWW2~^cS1Tu0x*UVVDyE`vDGQfz3*1+%PGLWhl$RNon&x7 z4e=xGTeWDP^YDkQrX*MsFn}YpkB5f`Op~~2#;@C;*@m-cr==jd@jpL=dwn20@Mp47 z%`3!EePDlaDXFUWcQ-&8Pv4#SIK!^9JR<0dzwH@3t}56U2tf|4XprNwAX0;tOt^~e z+qtNA02xO4{DzgEMoN&DAAwVcFoaS!4CDkUf%b^qm&fV2e*OK&M|+Yk=Ke9kcnZ^*Q>XN>8SGGrqGAm~`cMQ#R~vuvCWvvm zBr#P`ptVVcVR$D9mS=%MDu5a{ZrvJ{zr+3a7_-iHqy!ouo!!ONE~tp`!Hv2$>Uqo7B2@+F)tsh3dWlR6HCB6-8QF?P97JyabA zKnSFoMieE|EzZ3vNF2pDP2%-2}L(pA{r-P(OR99VpJmwLQ@){O9Af% zUbl-BZ?W94SP%+GKtCUv~l8XqgB&i&oowA@wbMeR%Y2xsu_seK$PBY_I zTyNht=&et)J}yJ5S&`9tiwO`Y#&lz6?r)1gRVv+=F?e6Y#pmI}!0>Q3@)S_ac!E&X zCFr#OFqn*K0uJmp~;%DQ;6!(|b&!jV2DDjSuU633O;9=<0$4 z+)=%vw=2;+w@ zz>wA~+2u*BIxY6JM>oaUx=atr={{ z--iMVo)1M3>KyXnJE=rA3zZ6potF$pxuz(qx(g5{pqL-mwdJ#YL@|zM8D}mOR@R1|CuWL=Icw{ z zDq22nL|aeGi6MQY$d@^S19d;TbgK?!=SX_0Ys5`=fllE}PR3(y$6o;1(l4$;Wf&>_ z@&>n7Ry4o^Y7XMZ0<}t(AEyS(3&mDvRDi9wmVcUaEGjMv)N9+Y4#;GFy8bRBEV1&+42-kYJS%3?*mjNDQa9~yY ze}3Za9SlZOA1D&!^YaELv2k|2py7Ar+*IeOUw2M61>6i0rPU16YE~p>%-o2zIo{Xu zaMwwMRO2YOWYeZtu$htIE{L-zcM6JSIy`9CMXT;e+L{d8wT8hGf**aCH2g^0eh3vG z=+YH*baJ4fj!yNTBti>Bt^{Mf*|zbJ?~}r$z}UZfAh!{UE>1R zj!u&5prb4#uccPl15mmrZ*w|hHN%jWIv}xPWgeb%mI*jh<$ouv#KTSD+L``O;_6UoIylFw`ilt&f(F2mRcg zY=1DoB+Eiktswpg$f>PDyI|Ji++~H#yHXR1(@|`UlhO!wQ266t(tc zgLhnAI}kLth}b1IG@d|WPBu>0*aXO2n`$0(auT@7YNT7m@7&%x&9kLRk_}Sx1=1bu zfsr4DbS48vO<4^Wy$0VE)}5LGHX0wnr>f$GJ#lN&K!sFoZM0_9sM|R`(cFcPvFk~y zGLn+a*bHWa7$t#;%c@^%_e_vjSN!C_NeE zX~dp4+c&_A0=i5e#mAf?4K0%h`AG5i5MD#T+q5TDY0^5qXg2pJmHEIN%_bOZh!tM4MQwReQ-Fn6Z;Kt*qr@FizLqiq!!{IK-@)TqjS)Y ze#;gPfGPOsBEV^@W;k)xXV*vJDxTlD%3ieT1 z$V?pajwFNJWJ3_d?~-e~?fzA^ zh|XEYosFa>d=x4mB9acbe?5r;M;888lFyKAqOdXqxG_gS%7^p8ztMTtkyxjQClJSV z&dh_uHSV-}t{jC0!tMV3N&*%^3T}s*{rdH5yQyFB#Mu%j|Al>vmG@^n@1ElCvQGXU zYuH`=nrKOc+JcNhpcrhp#5#wk7K#m|hg#4&{~W4KobRe=l>}n<)W~vBA!Z^q)65V+ znZD$EiGx2=0%RcM5ECw-fhO?-!fh-My=u-ueRTZt%h~2p>^1(bghtpHS6I+vQPU{{~CkK_DkueNWKjQe!KM1rS z2tAi#2x1YYj5y*L;{?Ux!=WGxF?a8|CxKu(=sPC}uMf(fz%d+GEq%P6RKKV@hH4Gt zI$%pK9z6o>ZWth$I1vH;a(ix8J>xZeoNm(>i<2u2+FKDR7+A2SuP+Vw)Z8=p{ zO2mi;pVCXz`UX(;P-Qg5Dbrk@b9DrM*RhQx&5qr0T+$c9i zO=e{nEqESZPD{y4@Cdu{bZJ3DLqknS&T^arQYvup@>Ve1_|~gb-M1e_uCTto{uU9d zM2EV`NQaQEqWhPQ-kxVP9?#z9%u~L;B$pg$>A}E-{0)2y85tSh&AUg$H!WaTdCzR# zD=;V9pE~ss#3t%w2KT(07D`^P?xYEcVr(k3%HGo6TMdPUAFo=ov%&4db^v8&y}gI5 zF;sD4ut+Gv3n{%S3wAA7v21yK&vn<*qVDc_s*mEbb=QBi@8fAy0v%u=mHyp=bmN-BhDP zUNSa|-E%Dg2ppOM!+e>{g{o&^B0ea_%Xb zmnr646Y$79wpOQT-33927e(D7R}=PZEI6oKfUoD4x5rMt%Y=s8N8 zQqQ>z#xS%PupK-|oI(V~>+n5;Vd#cKe(TSldPD7BQ8GP+qEQhlxfMcut;sng6=>5v zwfH~i^$M5b=6B-GH47Bk=WsjVDDl@LxiM4sda*aXMu9-eio=&bt|g&~$SUB;_)O~c zw*CMyh;plDyDy9ZS8+P(-RG`-Zo`YeM5WRJx=PStEFNTmYI7<)X)+`ypez~wEY#PY z*5+RZhKO(ksH6({VgWf|1TF=aWn?TmJCy)ug!quv{Cl2-&rcS~MIJ_SD!5)Qv-*F> z2L~(;F?b2_-@>dD0j`F)_Mz0t<2w=~uJiBrC#B0j*>TbuK274yuLzIjq{$@~});-VoO&>Eu2>-NMXa3<=6XP7=%#>o)k-;1<8x|E5dP)C*2@LE191)ijdD zp%sylP;`C4PZ8IL*(W7<6fgM5q6*+HKLRd9((mAD*s$5Zxy{`j#blNJKkW+~$vJWN z+x%y^c)pig*0=q4E)t%eTSw_j3r{ShU%UQ-{fb@UJSMw{P7UShU+y-P+I8yg-9P_) zh^)Vl!5x1Riss(e``|xLfh$(7w1jz%e1LON01jcDuWXhZfu z_5ZM{%crU<>9;N~;Pr<4bVQe&kC%_O4SWBgh5JM&vR5uJYRnk7ihjR?6iyEwr2IZN z0xi`3k6z6(wT}<8NS#ZjZ5vy+;Bhfn+C=akaB_wNyhNXw2e$oM_128ik4TXVER|rg zRl6MCl?LlNV^9yipgJOuK+ z#gH9ZtbmkN%?Z0l*%isEj;S(h-%IX8g&pE+#8XUoN|a+;)E=v)Xb))9%dOQG(@%C= z=~h1Ut8DpeO5ly%IUL$M9*FID(B|2LUOw0Z6JPGe#a}5XDk{TUtuWaf{qWDVv?6v3 zUip*1+^|Q)1bnT|huOS{jn5pwTmxk%sL2AZx26)^V`q!B5nc;#;x`ncREm2KHm_~7 zYV2K4q3~VWctVtj2c)qU`d)V=lLd%a(tL@s)QNPfrDjn=ko&KvXc_r8V!!44e3yQeBc@&hZtRA z6VMcysc1u%CR7_5ui@&*Yc-hvz2|rE+=yQjZVmFJySe8BTl1Bh<_7bZ^e@M*zYm2z zuR&>|aZMJzHbjpTogJ5=5)P6V3?`_~hSn9oFMuVdcOi!-lSMnhNku!^}hlMIgY@+q~HY?<5}0E2=iLRq&=kCpFb}@i=1=qP|Wt;UiM|H5D7*hiHui}IL>-Pkml0%D6W`$UM_ApiXLPx0FmH_ilxCR4vgqae?amMr2DN7&?|Dm@P~ zfWd+^=O4Cgm(Cn01yU2-bxJTG5}q$$WcU07iQQm_wS|?}us+pX zHRIar6)RS7(;gJHV3Ymg6){C1x0)I=hr+Lq+=SY>L1%Pwpoj+y@4;e!5j7$>2h*M0 zf2JeJE8U56M@PPkXl=;Lu0 z=H7*ZH;F*H;^gD2O#Zy712v*&YWZO(l+ssBo zyZI;PAX^#2X60xQVJx5`z^8EY%?V@%BC*4$-%jiwI_(V@KY>GGSug@ERC!cOYCh#= z$CfN7*AQMUynKi4df|}d5M!#`!28S3I8LbS#1ewwRz$^$Ef59SA`&Z!M_kG>iMq3d zCw~nlH8?rVu+$9>3`9@<4g|LmiO9GGP@KfW3v+{QjiXZ`$1SBOIN5x+@4bdO1XM=F zL-QcSY|FyvgTyib556R}SVnBrTFn?3fr(2+(0(Ku8$D*e`XvsUb6xWvle%TGvJUwS zn3WtNDy9lcT^1}ljFAh)FNBo90{Ae)Dr1N-CTP;n-Key4{=?!oAQs?Z%7VC<8mK1* zGf*qMr_8{Dkh+z*0~9i`8CAdr(qK^{Ld=+O6IG;|YlHRffb|8A$r-D-f|M1zIM>XT zYEy4hcJGQ>``8&5)E*J$Uy82W;haTlytllw5y^mqAO0U-%Zoc=h%p#2;%b^Ye9cd= z8#$2H=$NnR=@W{(_JNKplsc_y)+RdHAJk!A5y2#IHKCnOl4c8sa} z@I+!{*w`jby+t=1t1-VacNLa#LK7A3EDdp2=k~=PtI7Pak@?h=vjn-0c)vQJsgap6 zq;&<6vZ&YduMZ~Ju937hgMxb9pfmsNDWiXc&_7*Yk_~w4L5kjCyOv?Q9@1tC;`DQH zw1iCOgnY~8mTHX^Q)q=+$Rhqg}>^w2p+~!K&6Fwr?V&ngImHQ6dowN2+ zDF3kD&|bYy6dwE6wE2zc62NQs7me|?{a?NpIwvo9#nDGhup7R-<@^^vz)}8vifKjH znGW3g?VA116g#Re4NC&2w){)$`+w@1{&_uz0*vCVMf~hgf-*GY@TZ|=ZjB24ysg;9 zH3A}^M{lD^Tn|`x;jQWa@ZsP7i1FPN|Ct4h}BreHIW9*EHR0Lo{eI=I7qBBEQw~V~C^6p3lM>84e>*Xp zB$c26gN)fgtEkAp$32xJ@7|pt*Z^8@85*dkCST3(mKo;-){HK*G|0SUXcb@v87M)f zS`_t;!k&m3O**8T&)=?-omxt?anhOwFW!pRw^wd{g?2t~J0nyvw^whE#LxhZ*EWoE zZ|oxaWl_|&aMX+#y2ecX@PxB>6gmvL2#>818G4w+1)DB>n_n2U9A0{OcyJ!I{`v8d zAao8)1ZuG!%w9G3E^I=~>o$IbuMTQeSbTiEY@MS>vUPX0c}+e#*hs5#?He6;SQGSD z@nl@9o<9LD+52zBFBGuuegaR2MS*owGF1N7HxJy=@=B!^@G_asvpsA{#dD`lbI@Y$ zvG1hLhoYqNWJK9#k;hebef%1Av`f_C>PJ? zxtzJ55d28|cL0PDe*=%T_utGd1;uIY0>vc=8Oq_HXQ7f}4yPg#%h}~`-}@DM8R@bmLkrM12d$zK6<3_S zWR}7*m3i%?c}>>FwIxDyWGAB9?x_(l{CjG=KNaN z&5bp4yIi0ok$AakJyo{wF1=2xZfDRmlgg;Qnq5ogS3@ORvaWjw9{BsqKm37m%rk@E ziAnn2biQ&-P0AV0Oip7$Jv6tm>u9*iR)uk}a_0BSHebQwJ)1YU)cqDyo)0iz`$_F* z`@N$zR!{vY5I_Gw{$*DA1IH~2MeVY#E(i91??Iyq;o!7|+6yto;UZ1K{1#~u=in%u zOYzOeFc8z_AQ5&u5<=qq9Wj;H+H4Wguz%CPikP35-gFv(toK3u;_6H~P?)SY{3*}c;NN0TS;m$Sx ztn;F*LnDmSAr5S$neluP8hQ22Rgh0k$l=*ka=wM{9i}KTtY7!afH$f}wZ2jlo|ZkS}5$#u9RHVd(}t@+BVn<+#Pwc%~$@U&^cMmn)WHR1Qxp8 zb(cA(?$OZVeRrM`w(PtufG!@sRp=$y)a@o%qa z4*kR0S0>aT{Py>as8a4*aCbdF-zOLYPJ$*u?o;~ywe`Z-Zr;f(k_8*QQ2#h#+Cz54 zdd<@n28s!^l}Fy&zDSv`H*!koy;A3M@Bah@{SV`_e*|9Umv!3kZFZt#i*-_aR{i4@i+3d;ghoUvjt)5i&ipy8v!#HGOA6!mHowJ ziNK3xq8DuhlD`X^FKAn??qP9C|2gXsv1Zxltl~d}e>qMLB5(64Ep#^DtnJZoI?zD{ z^dxxqqrdBG`Ta28m4a^U=3eA<%*C~<7p538Hi-1VEm^v>?yst&2=WCnd&6-Ug?=7V zRqXstxwr)Vb7tTl)fXgv9UE7Ym3`&uiR6XJDuAs`tVAsXR8`axiPQ6ziyy!>GC-{D{MUPNhC7YAGe-QEuJ3^@fA-*ye*D!Xb~9t{F}J1d|E)DI!$@ly$|@ zdSyY>6~)U^W~9~C_i207n~W-qMytbROz;b7GRJ_K5erv}6Sq^l!}rMpq{RXX%ootg z-bhqnLly9$a*z@w6>4}z;**mX<@kJN%^G}9 zY{l@j^fb^gQLX}lMI|0GnHC6P*T+1Gjc&2>F@Ygxeaegt<7|;g2^twJ+rR8OEha_) zwjHzv1$FhgiMw}M{lDDfZ)5`jMfxib>3;fR>NL0&pLQN_&j-uT>t%On=f!VZ%!2P7V9fRh`2%od*Qvyp}G94^b z($!;SSBW4JFmu~lh>^S7-F*{+ZoI4~1C;)r;PuNfU|7_rKqHqGKr&!YQ^ z5AMK_$jZgtSw}CMY_09u!iVM@kyUWYZBVw1JHI6NW>Y^?N@J-0)rHp zLqJ?@wfq>?0XsP9U?q*W4VGn+P{*C}ctTtjZPJEL6^v?3wraUaiW(FI-=W)PY3h(# zWYKFt=H(LG69hw9^a&EZMQgfKX#!&qSg0B_>k9I`$Rsrk0I5tmhDSo?_<&z8(tJiS zyHA?OZ2B52ld|HB%?@aP+9+C-l~ZRU@(5ZW$Vze#3=D-m)}+)R-Q;Ll=Eb<%v<4IG zGft2jHudIrh?DwkdVi1#8di2-QZ>$u1cX-b9%zVNZqehTow)n@)pu2a(P&-7_&29K zO3`SZd79>G$h&@ienb+HM_)3TO+ns|u+%tkU6&Fd6=4EGCCuZdWbPed$Q!TySmlUW zLS#hk%utvp)f0b z=GNe#5;6dWhoCA=d&ya}JCV5xn8P;S6|yMRgULW$bDQEMrag#}(NgG7fG)M}#S!y& z={%4iNh=*l@<=klkPP~~!{iiBrdV+7+gFZi-RkGZbyPCUnT&=Ko$ipD7i1w^%A#n8 z+c0LwCd%_Xn;0{^&=L1ni&2oleI+be{tBh8gCFxmqPTTEzQX-jk!f#3#)e_nR^noa z*k$-R5+&L-ByoYmqaY$aVIa;Y2w<3rbj9PqhjdZ& zB-TTwMz8eyb5Hia{q&5#WaXB_A5+!2EinC8EuYu`%+u6E;S6lC6fybB3*cM+6_$|= z>(*Vw$-Z~s0|s;DAYc}j$EZ~uhIW9o@dR{9f@OznlrCikln!%QxXd2x9TV+OqXFaY zj%ab*DMS%BGTp>y$Mb%XzMwI zeXR?JcqmSnE{bg!Mn(2w;^0bn!!5h3zhatKUTT9$8IHS`pP#-+GOmYQ2S)SBmiT#l zUq*lcslg-^qcSv za9f{{oFzm?F=*)`7z0eHKlEYKAUw;(WWDjM@N~AzVd`yJhOGse8xX~HW5AU{$HwZQ zwGXFQ5S&8c!PG^wU8MzvHWlE_4#7wwr>v}J z?2KVy_ljB$GC2;Bn}ihj6uo|j9LCJL-1BUvu!XkZ@^C{cky&8(e7uO^7I0ZI+Di@57mJW zn=Ftiy&gZ-1+8+?-+9J%5Dm#sG1}x1*d7bCq`kQ&;j)4_YFpvTNEsF=E+{yFv~myx z+WrS3BTw|3vNEY>&+bRBX(;4>-R7L@x)@ib3mtqf4$FkUl(_gCe+yh9*%@RSyWs5u zjIkmhD7AajySTl)ytF+Iw4&256!9b!68c_I(Wa?i51bDp{v~{7p*+uLJOKbv_5Q<$ zr|5zHvT4v!C@47i{W-sbdFUjmTfBJj6S#561t;hfF?0z4ZC$~1sS6O@jj?;RHTIkf zINCs-lxd@IS4KGog2L)8XMw2(+8(cKSA$=q_%K8{9Zb0$T-v6qpqpRR3a{kJguu0yR94<>dW1o;@lg;av0 zNC!MR>Cx}20lT~cq%C}0asTl^58@074{sL}wa?mh9bMVd05RU^aPF8?SQrMA*p&cB zMT~U797uNpPl(%(5b9(c9Np(F2gk_3CcqHYbjt{<)sT|?5Rrh@ zRU+@BuHqCH&X5<{gQ@L669hB+U;DnCKmnwpFGw=6WwgbtAY7&p%J-1}APAXQfaXsX ztU_wHlahhU#6tFzIxc`rvXw+cwKKI;C zhqr=kAIuhs`5}gRhxm0e$PTPFGZjcx8nu^oU!z9kZD3?_;IZ-La0Zexaj67sV}?u+ zF<=pc!f-8RD)q*Vgj?2H$;O2AVt$kf|6z*>M0{ zY8Kx}BPSW#K;}J?k(bzhT^W2>Xrfc*6ix ziyUZEpB(K=8S%NCbikpF29YEJ0u*=v(kYHk*I>BDKu%~~7r z|5SA*U^%zl+K&`T8b}EtWei0jDWs6$si-8O!9y|?(O`-+sZbO$R)$KY5EUg-WG)&^ zX(CjVDKdS(%e(jY9(x~qzsG)_x9Sr{`bfIR};vi6JIq+ZHeYEe8Dzfh_8f0O!kH*H>vR@ ztvN|s-qeg{JhxDlnY#J^W8HB!>85aE6ehFWcRQ8MB7LKZph_5Ies17jXMDn<*58q9 zO>s^MmdoxRj`+M;@;s2dtzhI9rz0bg(upBkUie8&l@T2#&Z%hs0a?U+31$`Vm;;*2 zJfi-VpWa3-H@XSq9RaY#W#5QRr>0DqlEGxpibHFZAByCZ{jgJ4JTG|*-1Cd(3_B1Q7?{N27Zsf=W@Y zB0}BgS-r`Q8cWzyA|NZHo)y!xVg{GVvg|;w?h{qoP0W?`TOnkioNaM5G3~srB{%Bj z$WuJDVh9G2!|-Cv&)y2U%dXvJ`1rI%U$OK;i2L4O`E#Jy&@zq&T&xqodh?T^mfwE6Mdh~GPg~flxxz$?uW^;dY zCb!FQ1SsW=grhCXY|5y|gxjV09HNfis;7E=j5pcwXWEKkZ922iv17DEA?2NR-bWs)gV(Ieu?Ba>Svrr6xk)?#EK0j|Ce!p)CZPTX8 zoCO#Hh;Lhr;)4kn)Jwi>;lm3P_67N&t8>3E&1os@B}!5dkDy%$7ehG6!rgow>luBqLZo?%iI`>YptXVSk+hWn`@Ok67qQVbp+ZDaUxt zm@3EI#C9XzPhLM92s>XG_KEg4AD5<}K_7(uXLH+<1nY#`%n+L3e5=tYM58aa{&Ga^ zX~etTc{iLdb+T5G+k{2Ew+mA@pl?|&h7`iN3YSuG9?6c=iP^$=fH-(cw7qH2h$I2O zAW|E~G11w9*gIH(7KFo~SnE?JZ?6*MATi?Xi4%V=XHr*0|X5y;HFrOA{+C?w4fuL$Str@}D*vuUos8Jm(VL+)UZ{6pQ6WTfYA* zpe<*k4U@RP9#gpVSb=WnDCFnO!rSfIHf2rcy_1$!g;Uv7XrH;8|PsnYAq^-l?y-Nr8G%gT7>3ehYRR| zrFgSN4gmTl3Y&2i-=*SKp7gyCzo~Xm*Q)VCs4dI~(Uaiwvr%wY!pM$H0ujWf2_XCo zfs3hD#VQzhEU|k*V9*h7O{S!wz>FNB_Zgpz)OXJ1tpOgj;bYhn_dWWfrTzlRQAI zb?t?bDI%NoVrSAEW_HCi6z6uf;7G+_g`%QIsa!5R{adi-`M@48Np*s<2PF(i{QNKv z>@MWPqYCZ1jW`RSVE&>Ef=m>7FCef)tYn~OWuJJ4kvS^aG$zC{F|lBSWqS|Bx)o$3 z4d*{JTze(^byK}`o($6LQ@FGgyvy>`Uw7MKb*JWn{N|IgMqLQlLY*YE_XMG`G^hN} z>@@q4w0l5NOt}^;9GB+2@ntc&K}b!B-3Hzgf78B*h**RqXQnOVyosRzxcd7sG5t`R z^CZMhyV3;+ay-hYax~XD`4IR;W-Yi-qVKQsc8Q@zm8VewX;R z_HtJPAhJ-}R`%#%msg5^N;#_CeK@BP=zdX$95#DhUgfj0>V2OP*}_`Kzw0c{XY!HoU&e++r0DQ zRH^EEo37iA;m)Vja4arP1LNUMvv=zk9sr#k;sL!tbyd)zW5+`n>s}f-WJpot%d0P$ zwm)R}J~LksX*_fL-7nCTW2kbJ&O)f}>+6we!o_4Z3H=EiNMij}H5^sAEsu3MRp-<> z8m%$h=1+W=2ROwCz*#Zapj8U`giTcq>wCG}rK@un>@^E{+HB&>UC!w}4#x2{NR)yvIY^PPI^F@HVZQsIWdAe~Z8!AP@57_DgQWHK*Tn2xxGuBD zqWWy}n5F&gYfNLNBs?_hFxj%3WxInx>l}amu6lB|_dwk>Az8)`9zA;0v(>nzD@2HW zXwsQ8iRaEmCa0ueQ5?i^4hc>;abkzKcDLu38-JiVb&M+g*29N;_RY{*|Do~-bkynf zN3nO&TDEK%`=6Gc-yNDBZL+$YBdui~DJ1TupVKyNT=(qIbBo7YK0pr5iqsT)m?l%A z9H*3i1TRojQE>qKb+*2oesa^N{yycwqj)H&&{3b)4%yhNS1)w^6PQ>~P%K7cck9uk zy{OsvY*(%v4i4tPnn!917U|n_PA1C0L15FF6KowEW)Y(vV-=L*a%Ek8SCDQPKU}cv z{mZMzy2#1BrSr1<HPB}JrW z$mh?W#UP9xuBo{54Ah82*2KTYNntvzBvVt*Uv2BLA%d(N2?94(ROD<#XqpS=KD5@S zxA-_v<;6FPHqWrO?w(lc#@tOjLb5#p0a9|RI+N~>4i08ibMR}U&H>wT)N-X7tntZO z+-vmGE(YVr|8?>D^5Xft2`|0dg{Dt?=&A=if81EUKPt+~!$X(iDp1orPFP9SWKklJ zf8>y11_rDDvvTH)8N!Kt$;y?p@CfLy5ywT_J16l3HB)u^u6getOG-*E$0X=;)ip^C z4U$_A43+n2nhUQ=nu7yfTwH+NO0;=HTklBP(L@-RTX^MnTLWX|Q=nVzU*4-&T(tM+ z!aE=C-MJGFi(gF5l>k!lL=37s`Lgeqq2`gMjH{LSu9-Z!9mjk(&pbF`sYxpUIwCbS z^?;u-+PYB?5pg{Hx#s3Fii&hyqdYx5SXt@xU6-xVyeRAZPS73D@XhSxiN_OATC|12gQq)m zxUJT9$k_MuU^48^!$*!_3GXMCMP(>hTUt(v)QkuU>L|WM$fSg{v_0q+EwZz-g=M7v z4-?z?;yq{148!PZr|u%-LUH~oa|{W-991zMM|rO=8pI8w#ZJoAjzy3sQ=+4zJ*%%v zwH&Zd5hjmFO>;iqGP}qF8>Ooo3+A5Ed+wBaYtA2=9=Jt=b#(Ud?lJ2t!_s5M5SnKr zMIF#nRrMjkqhKBQhBk{1Ha%xs)xT$J3?0hIE&LU?g8#=m`NRGnS6LQjN$otu$mmG0 zTaOI??c1kEYGO~Wne*%GGv{LM5hHd5PhY9fFX^DlFD4$@e0ciH_tMhRnl=~m+Y(1d zA^okHpjxY7^7VN_Qj%|7bO{OSMnOS;L&ILYvVUl(?A^O}n{i&Mp^a6uE++2mS@{72 z26X8;s>7svwu=sO#QD|>Y<+$1oQaL?4^pwTx8F${Q9?mk5_gI3cF!DNrTkzZS_%J z<)THEb*;CaHQl>+Pf<0)q_9PFeuN=%Bn_EjA(DWrupGL2Q%!h{`@FQ^J^D|mOba{ z=p`?{s?K++qpLfa_pbi%VK?o>kaFXsmve?j@req#h-Qli!I79yvJGA%w&#sAFsOdv z^|Am)FO)uv3=S%4?0fFCapOj-RoxSYq&hMNw|>j`@#F0-Zy3%1W-skrjr|upx~+Aw zx3derGS1i6SMK$D>%rZ<>6k}EM+Y*M;_d4@#wRz-NN%|PKD$Kg>&3;2RGK<^dfk_| z^NaELO)AltxNp|9X&s47L30vsFmxAN>{`{>*oE&2#pBL*b@%!o3);V5g-t_dTF!=s zhK(;StH3`@UAuM^mUObL++>P;zO`Yr>^ud{a|(?1I~Rw{JwzJs{X z^2e{fTbHWdcF6%7pI?j5&bD{3F5R3mCvgY=t7(qW@x!Eq0bYeX!zu6}=}U@~HbHEt z5`zI}fdGeo+S*;HLhk)@Vnlr!<*UlEHUIuA#d;)qkUM3ke;@a%VqI4IJ>lVU+S=Og z9FLSM-F9niod^H-Fv(_^ZkDEo-GT)!^l!#(`lcgjG5S4Hwzjt6MuO)WU=_n^!YT9!a+MpqIBS;4^KmF*Z+`; znh^jt;=rdp`Myc@$LP}B%nNC0d2sgy;RCbY?Bvp7ue;~qK^ciovayd|H>NeQ)be$K6 zH#BjMF~QksHZp7ThK4dZE{1bEENbPs{ibGSQlj?jqN*d&`r+kGaStgzlxZs0jLyG) zeNSYh#z(8tvI@CL-=`jSn0>dTM2S@@UwV|iBZjJc(k!%B%Gw$n8k$eB7D7`h<>n!` zV>3?9xjU$?K-)a>#?=Q$3_Gq{w@%ysLMKrD2y_co)z#Y|Nu;L)cDW`H?2(|`&!6|^ ziQc+(Ytr)NL;PZlXPulAo0Qbqz`(%%<_c%$_QQq^dw$tV-Yr9I;J|_I9v+h+Jl^b8 zU-nP+n>WFvs^>VpPMZDl-RswZthla)>bQ0Ht|=anwteTe_OAPI2G7>ta+IkLK{y_B zkEx`o=E-uV+j9JaOkx#OY&r+D=g$HoBqS%_pwtbbM!ZHe*|1@Q>Nxj)$aVaal7^;) z^p)ssu(ku-h%s&G?c6#S`XbY3&n^I+9oqbpyPS6E(liQ|gpX2>_XP-ZWz(RMmpy8w zlai8514brKJDU8zS^#b;@~eLO`d=b0PjK7Y(NBDIn2P34pCpgxWNLm$Dsk1b*jM+E zN5$dZmXq`A!|yJITXypYdu+3PM(gA_`E=mw^m(}+R&Lgx4EU|8bDF8Teks~ zr{m)#J9g~IU2{gK)k#jSfHT-kymEpQuei9X7XbZGj`xaX%LZ*2d`p%N{-r=p9;8!& z*|97A5YB1zc=4+BSw%$^2H6toTib~RB$=DOk2-w#@CEg;qeg9?lelv2&6CNAGAD>b z^y(CP^?FvdTCVVSmyf#|0w3r0pKD_yg=6Q+=b4I_M{Xmxp&yV7FlmQxD3HvNk9_OF zgPWMgr_;8D>+d&VLT?y32|rX$Ost3qB6LOx$p#ej*nTL$3^}*U23(Q~ls50*)Em!x zl>FCRnvx;12GDc6@m}`(dCZjf$^NTlKfz7cJT)E>ADR3@_EJ?ChO=0@l}elgro( z7HmgN6i6-?uf-%nEd{@G?7Yh5efso~ERx1GeLH7}>mpMTJG9#IUmXgM^B4#-&6`V`0sf~FeU zA@1X`3BTKZ{Fstr8`{17z3R7bLr7JcT3R9NqWdmRcQ(tB&E=4}F#a!oH!M6nW6Ra2 zb)gS#Y8?xmu*SJ@ev5XX(wztFwAG+Fb=Su)CTV-5rW0UBLf!UfSV+iZDj&-3L5rR- zr!8LCI5BH%L7nx0wF%Bs%9TEDs~t8QXf$hT%#kCr zSy0#y?9lQQ{X8Du?HBU>HjE|*0+QS4>Q2RhQIFGw=%NplLlE{eZ(w*&f!KN2-9Gfx zb?(6DD?z$Y(3+i@Dab9eNayc%z_Te_^Y(!3HKva}otGIDRl!0`D=aMZMCg@Ldu-Id zovDh5A+faBtsr`CUB50?^AmVYdvRIDN{S6@GkMp^c_i_>VS9>-%M;_TUxFRu8^ouJ;guLVwfqKc%4 zdK$i>m_5H!sa8b-Z^?$egtAr>_7Agv+diL|R{w-khzQFJ#elh~zIo8A8`q#!gjsMg z78#--pm5?NexpZ^7Oi&Q2}6d2;GgP>$gAcu<)SOj#-`Szf8Sa4 z0g{N?NNhpUj0-Z~%ky;ca4AYq^G4j zApCi>qU-IwXvCyZ)cm9L^|j(+PP`&iov<97fG`sgm~P5fhW5rn0mie=!s_5UC^SuT zC9y84`wl@gkjz;kKU6UybHqWTjbnU#eM_iZLlWL5`K{f05modkJ-rkBcyK*rirD|k zZ(}}s0L$@zSa;AB=4~h53`06kR8Yhyf#cUI zE7hS?3Mi?YaV4mQ652sPq5vVqbi~F#!FniBOocY!wyE)xLGqdYiKkC@goyab(a=~H zkW58xA7Ygla=ClP6eZYz8%N~Ar%H0&lNaTv(bB;Oa0myl-Q(xV>UgM^E$hQ?>ArAq_hj{Ad}hDIe7 zJpe?0S!)4{+6^tib-;$GF@caAj%!6lGJNT*MwhjiGe2}{#?bqZyUt&}@(jul1L!|R z1qF!!lWqKtf3Q0-7)n<1PwUn{9c5)@CG>4T=FU2_tT!<|Ox7=iejZDwv6?V*g9aAA z?blIWJ&)RI)9I=4+xRv}JwcGl9=gvd?J_T44t=+I>eQ(cZauEBzhXBdoAHdfR+_Av zLa_$41vc$rSCjto#>a`>M1$+ZsZ()eVs}r^m7mw?sfFA2onb0!dNgl1ktpA|d2@i4 zmK0%Ge1EyQ#tc%}jdTc3Up9NghB2@xIy87Qv$LI1khr_MPxAECgFy_2n8XLIC+H$L zEbPXgpAY^VhYOeRV|mW=+|9kfnaaoNDWdpe`VAN$2>|Zql7f23wzFi`F&%yVfYYZ3 zQP{V8+}-xg%c~Q`g+hTHk#-!D6AF8+jVwo6?TaK;eQ+&?11%74{` zuTsuUS$>D}&%gJ6(BH7pXO7{*sZHP4&TVq!t-cY$(lNhIv8+LmNP zqefk)6(qvXn}&vXn)o$287fb<1^$QtY$CI)L31szKH4-gbRf-~3c$E-6@)2tKA%0D^&*)5(kE-kjS|V=A z;9bM|^^-WZ>7#khjRYherZzTFs_rrN{gM`j=nNbvP4jVi^ZKDtGa5{CV>J^qM$UN^ zT1JG0C6k02rb-`(#99_6-OkQ#(#bh3bx|4KYrjl9c;(YOdauxK*Exbtj*fos-nk9# z-WkXwiSN;5Q_~KDFydcoJ7g+wP4hXE8BcvV5fn`Rq*@VJSQ}`WXe}Nlmh{`va`orK z!XBVjR4MhU8?y?U3)y+FOze!4CSZIIpyUMa=1JO)=8+v(_s2u725fW2T+6aLN=rMF z&NN;wTm_cVc&Tjp=+bSki7U?hde$xv4oruAKmxBLQD+z6@Id*#U3m#g!{dC}a8Ze^ z#)U`qxhH~wLdEb9T3n0)G`F@+BcTd>3?6c#j5*_RzqG_G62_ZW##P#`0o#97SOAT$u@{U_4Wh97738|?< z{iL9v(C?`S6$0dlh(Snr`mfCDR#y~;@3Fo}9z@4ay& zwZWv%X1lW$XPb)Hgf8kKkXLtcq|Ll}D{R_U-rs)d@DJ#{BX;MP%Hd95U0dr?*u5Anlf)$CJ!wntseNvGra~mYxm`+DL0x?p^m{dfAt(p0h+3X&m_B`$ zDd|gOK>Aiz_V%3-ujv-DqUHFxb4qA?J9X(oC{U)2QN>AV(}JnxCO9Gw{f4HjndXo< zCMZ4iiS5C}{hghQB%0}B==s8fIMmnG^&2uohL3X{Hl>9bCk+w;cSk65b-}Ky>l?Fd z0WMT8q6|gT6qu4STyT|K{SZrMjqC6n1>Qr0l)M@%6e)nyE?l?)(~`!2-9veXw#ow6 zFirD*8asl5#(w+x;mN@vSL*?oHz-e?oSmyoENST)fg9Antl<9W|T8F_;Cq< zlhR{4?b{C>>Ln(ef;%r+yK#@#^4s5g);$1{lw@Ci!h_^6i`;0hbsS?dQ6CGog?g1= zm-@yNOj(znkzvNStF~~*>f|-9+SBCxq`e%BcACUa;@uowTqL7r6l|9Kafgb@xm^Ql zUj>(y>(}d}U6q?VckWN5w}XcdH}m!$NB1b5n?aMoA=AAbRBW6P75@}q>ihTar<~pDUkBW(txFb$l4o*Zu%CbVfBfYX^HY9kR-p60$9*Tz)rsb=~LNu{UTHPR8;y zGrjDvrE`_ju}28;D2&pJEo-tr$$TFlpYE`D_e|q8d=GZ>=eKOyo-zH3WazKe!?olK z1Pi=Oq|ivsB}yGN&-iUKN;NP9XiovJ==Zy5G?F+HyMamgzFDA++<^8gH1<(~=CB59bcdvk(N)sfE&ILm+UFaUw{2)DtLeyQSn3{BNw$|~1SJF2u zy8Jp&qWo1&&2~7zI7%em&ySE#r@NrNipvATu3E1xoxk?}G17X}k_SR(B-*;>kqHby zdD3XRP1lwWWW}Q>s;oRp(K|#-D*y&eSdrA^&}AJIU@{pYY)v|2M0+*OVJ4D%U+S|| zrKG(4H29C|eV{MEjUx9&riXv9+l*pbL?vWMvn>0pF7!dYFg!jCtz|xKS`aPU!DGfm zvn1C9QO5f1Q|=!&R)>bEN=Y0YjJe?)l?uH zCh8~h^74Ei6s^j*aA6<17@_Q(P);MOvy4pf&{tPjkiu<;79F6zcjnBE-rknv`L|RZ zrl!{O=bM|FQX8LyuVTUMIqwJL3=C&ONtM%MEk)P#Ef>rFW|_6jTOd~P$XjF>@yWr& zGik=uefVHOmw5MXdA4oq{TiTK7$X>mQ93%uc@RogvtRbV)IyrHL=20^1AP9EedG%z%L1mA`e@d42xf^%~Fn(k5LQ~28( z1_w5d-gGg2`U^)5DduSQw(-)Ph*79yrkR>@D^A46PoZ&RYW-*_&4!}KkM}WsI)g!H z)6eezoJ0RBO3&Kbkl-8Mf1uAJC@zFdb(0ssTZkp#Tc#&kN7BY(*7!o@mzi^6G|L(| z85ys;QFxy?d)5L)Fz!i5Z~kdf-B{?+ssE1`YPY92tzJFiqa}kf9Z8%)R1(x(Evzc6 zC2_X*Tly+iLVb1l*&{*iy;VyF)yE1r?ib^rPiCU)(yf2c$FKH$;7u63iUOUku_*88 zt$+LRqjoFBT0x)r-#7MpntR4_@bUO~f1U~hch_&;6brs9u5O*!rArqaPy^{5Xc!x- zb7bQ>_jgGSB-PVKS4*xNQojwFArG%)e-eNwBPI46J-Q2YyW+*ar0E@$_%_Ddf;LY< z9_8`l>ncI5uz-RTmAdo*H%d`SLhVy1!>gF>&`V!I zO?&Hz50TD|y9;7(^qz6|=;Gccx3*jgl$JMGayIsw3nhYxnAl=nUMi;!?9te^uIbtU z+IZKl)dJF_CGN)P%aY=;hLSjLbWl%EZwE=%FKDmD_X8`grlz0xJc=3`KwZn_c3;0f zAS=sY-XE9bo^X#axU_ABWo(AK!!xWQo1ZK@=7f-iHdOb$;{r_jU##K^=H=&05=R6m zMO7mnBPA8tqW{pLodJ5yU%n_e`3O>&LY^_mc9SkUyEeHQg)6(cCWW7|9{TMY4!-in zeymzZD9ewX81~BxqWT&UkwtPw0!T5jckR}#PH1cMVH$NARg{o_w!+de@hO#1JAKxy8$>rJH@D8=QwI!OE3icpP1h={ANSPIRUsMSc=; z(U@6X_z9LdEA#Yrz-;kdDbhy&D=~_hwkUy)PCg@J6;#iATpT^d`*Q12m5tyB=vx;uZuHUu^j#~D})o|W=rFLK_?msg7nBwE{r85z0-DeYF%?@T3TIk>yVzD(-KFD4-bX8V!* z>{hpefvCSod1j@PBvg%jJ^gP^TCbFH=bOEM`oyjy9n%Mu%;~s$+NwMMh8Y?0(x$U! zb-~6t6vj}{NNVBIf};i0xwAgg8sxWlabFs5MB@&@o#;e;Sv!4j)C|S0cJo|hZF;}E zQ*qwnzOIj0!fDXpb{TC6V&R=2HlYkiJ9n<_eAfuwuN`YFoePgzY&sKSr0CO3?@C)7 zZr;5g6)5b%nzhXji;I`9ZRRuu* z8Gw3s$M0J*FH%xcoYt(7he>qRi;;eoeK<2?^(gC;bBZ=gx@@%)WGoe_v$KZ8q!in+ z2NVpzifGvn4Z2xvivfAG;?wZtM)%MU z^?QR)Va2C=a33%)in7nbzsP3HRn#f`ZU6U0UQ5eTy9`~tW9gD5jzX5P zp;5IGNBgN$cJ*|5Fo@WUrm22;Uul=dAxV8^OkiX=q0|kX#^cN8>OFgg&?${)K*m1y z#+6=s)0fFFmPs2_=rdT=({@8vIHu-i^{uHima z*9i>e6zwG!?1EfDCTv+T300S^1G{Q1ZTy~ZnD+Nq{{DwuXraOX z{YP25zd!uzF7|qh@|^$w@3{P6|@`?WMNBFU|{nCgW=eV63!UD+L>>txq I6UXiU4_y_@ng9R* diff --git a/images/julia_zoom_5x_best.png b/images/julia_zoom_5x_best.png index 8c743c2a8ce38db13cb659f63e4fe6b41cdca2df..646a2c1d3036a75a53e4265b01bb6e2145baf040 100644 GIT binary patch literal 46330 zcmeFZ1yq-5zc%`}#~#NfM@3K(P?3@{MiC{H?vRp}md0cZKtVuS1?lbvWds2Mr5lv) z?)t79-*@kQ&VJv$&;HKY-&*IK&$VWa!attpj^FR9`+0IhOlbQSsx1@>WxMdzKO`uW z_3;$STDe~~;wPrv^i=rYdb5kdQorDj-7lJd;@_L^T$MMYP)`qQSYd)nMbU$znZ(*geaC5m zA~Uv;k;Z}7+X_yt$EDy8_i;1z{XhRo>3mGt`tz@1F8}*)|IK6Iw2=Suh>#|y-`>4@ zEo3LwZ`#Dn!0=Zn3oEObc9Q(o{jAwh854(3oVa%M+N-Z!rQRcR8SVAmWqw+C$L`&d z_3xV{U%q^K#;@$0<)ECp_pKEB1xueY?N5b;`z()BD9u*CU?rxzy%q^w8&sfqM&5Dw zeRZ`Ii%PcK%JNKJS67#Xc!h=FDZetF<+FO#y@5e1DtWEeHHli+eahxmfP@nn9ayn{lS*<1IK6-%aBrLXdRiq(k9-2D8$ z+2#OVE1BRcE|Xs`?c6)t%tg(v{X9E6`>f{Y7q&Km3&MBq#2-F#WT^4FH|tW*e#t+F zFMpk!ABfYR?EQ8^I#TLhg+1357pnKTS^d^*YpTxS{;P+|zQJ3f)3ed&YT&Sc2rXG-&XL|LtH?&&bukt+;v*-+?{r(`Kf`hH*bEozI*rB zv13=47G~-`JlI4VxUe`kLB(&Ad_p$%q`0{FUS=5)!=}`lP*K0Z!q#lT>gl1Tnp8u@ zxw*OGwl-DeEX$g)j-sQ&f-8$jHq(O<`T6Iqt*wvq@hP=AuGr@e3p>yV*vUCKIBfal zm-wbC4Eps*g_KAoWo0uve^#dB$B*mPM0zeRE_QZw1g9D{=@q%s?kG~pb5J(xDVHvI zyuAxQ-$Zx!e2RWut)g*G*Qq}g(u@M=>?dz}o|Kok{B+OF8#i7kq#8t6Pjm~<=gmxF z{xuIgF4L!@qYKn;A>)dHV89hMcgt-RvQ=wY9O>-|a+FCkYT5JaufNmN)ALW)Yc%HA zrZMz=@nN@_?+cSo)D*V1v58d4v1!bWj?xZ=JvxK0j!PyRw+V0P~c*HKvIzP`O=(|&JL^iWf(p=6XyjQQA)%NG6B!Znf7Re}7r z$(qH#9c5s+jTKJTw1u6GO{VWz-FN)9)8P(F^Zkt}QRV(T!Lze>$*uTu83%6MPNgYZ zh4DOVJ+7Hz&>(^JQ90A*7`Ibk_PpTY=mUY-_H`V_txC8~SxwClR~nvo9Qw8476Y}G zQ>|hO3cmYJ%Ds^c6DzK(lf@6E@&3WWM-LzNF3q&b&J4HIWLX*8&vkj5nwY#~*iOeM zw=g{#rD zN)S$dfIW0GNWfkyN2P_C5m}!zTEnxsa%T-2r6fZ|60$1L1^1(E-m!7sNzW<5=&@_>UM)lYZ|@$d zbNbP`y1BS;;D-r!zF+j4Hti}oc<9g}Ybx8`uZNt?+zzrAp7IeXe7cu;TxtPxuzlyw zoxymKHI?y!#|dg5)}jC&6!krO8ao)R@A=@MLGU%t6OS7VI8h5%8lI~r+14>lfT^eDbN-JoMwNY8yIe{^b!gO88z`4J&kxu)H_cW?J7)_g6(m}Rz& zhWjhN{Bc}d+-Z{^fB5Crso0j0tBICR8n<)tnrNQiy>FlP;%LFn9c~Bt?#7ev`4%ih z{aF0~2K;fc<{50iZ+t;B-THO|F=+<#zy0>xHhlWS$B!GEi!c%7;x9SxNYSk*DM@Vg ze)w>`zU@$Bip$~4PY>vn`zP?OWSI3BI8+ST`%_;RRdtwqU$DHqv_OsP=eC&)PbnK8 z`K)=SYnEz$ex9m=f5u<5?Z>BQO*F;67|M=q}xvVS=?Juw2;zRVtJBxkUbzGOH;v6IXc=DS^bw^ z8y8geVJLNf4rQi!pSyOM?|V`+umS2&sSKwlvFTOE&sO-b>o9b&q|f$+1y!f$%g)Wt z-d>uYB2|9cex}9BJ><_ne{n8)?Ci|U!y}(%IV6#!T}BF|a)#+;T&QPIP*BS(UL*SY z)CK%HaUg5%^dHaMk6yp#{_*3-K|0YSyQ-EayP1q^UG`OliYCqFhy|Q`>gGm@Pm0Zy z9=Ta|?Jw~MJHCH^i!K#z)RIYc&OH2!c2aG$eDEfEyHgcCDYt8*eF~=cu_*MGvgK9B zDrZ%ro)5LP$SemQ#8o?W}% zV#51g3enw+Q_0zL;J`61F0O-*-@bnRn$Nh?X!DlmG@Qw)+!p<>8dLPcoxIXh%!E0vL!E*fw})!kCAYWc#pFLiZwv1N(A$I^23>tcEMWF7bx29p$WY*H*X zRL5MrbZP4I5w~MUk6y;*OJdoL^z!jMQt?{2mEqV^9^hfFF|p`>pUR^+1RzG`pLb00^l5f9_kPM5&P+LivT__$I(C^Eeo67N6Fijd99JH(1M#*oZ zb^CQK5fq1#BC1j3YLVV&ZG^936`n`m zFrzV>8`rWJtiM_0MqhV-!&Vw21H;Yx@MT?hTs@e?8=ses+|^OfQ03V`@4+Z4aqZgE zwd>ZU*v=Sb6&;!ApX{sJ(Zn({P`gn7{`!6`9Ub1qVl3zi!4(5`@wQxhPj~ls01bT| zZi2OFI4N4C`%-kPuIN+*<^=l&6bH2Kf0mqlHcbBIMoRvY(<(B1m6w+XXq2E)G&rAX z+~y!_M$dQmMx~2jx$zX1dAEKn5K=}~R?qBRWlPIcY?~M~_uGrJW0tn!@>oxb?yp|I z?u~D&G&(4oVX6htaDs!QCKHo1R{mokF3*d>lTEcX))?~vco!Wh74fbm%PI<${;8{L zt*olO=g0)Z(W5*{d(*5Zw1p*N6jB(3(G6c>dq_w~m}5)X1r?zOy9q9*w_5kmUcPdr zAAP(IC?|T!%UCkIWlN5tylZJmNr{!{hPMDyR(7glK>{(+(I=hbPGe0zU%gW)G;jvt zk=%t?(FI_+WP^spEZ?TYdkZn@-`-ww2A~eNE9)8_js+|nX#enFhwNjQ1E(+Ix+MV* zmM4N%I=RI$DN?x0qfAWtQ~foZ_CP8UrlyI2iU!I#XhQNQ0a)t1|Wr_Z8M*K07iJ4Yvf^=UT_WG z+W^FV0{jKArv`Hu3-%!$qaaO6Us#YsB&%{}{Ug4)ZwVSg($R7^QGCAc6kL20AAbsK zLWJINF##3y4Tw*Ver^$+tw?ck@qB+&Ty?I!t^PtsT4w zy_-I@bLr96{gHrJ{S8TB=Pdd|z*O|HniaAvW9;ng26J!TsSFXmcI{fFKaW|mVG}1o zb6C^Tc6Qmgq7WXl?r^0H)49A0R=V?(ee=D+Zq?E9?4GR33P8Y(SypiZOOui)JdPM~ zoAF{ML)U|+)SO)D1!K9|>?G0mUNF>z-@H^6CSLdA(4{>G4@NwE_>iyeD?onE?2l*j zogU&+!B@7^Vq@snM!yUT3j;J%W4HYB`gE<3FtFsMM=0{35P3_}eq@?r6w~y6{Pl#u ze1-^Y$P)_5;Z&Rk;aK#=r?#Pe=>jVf9IKF`rxlPT9VLUmc%s?7BS{ySBE}-@kt^#GZMcp3Yrhz)20ZntYI+hQA7NxH z?0#*(FntjJaa{8{shggWaq#^$&olGWL;8bld2Qb_s;a77ZU$dD`1b8vG)L#}BO}Iq z0PTfX#ztIVa^HZ&EPKvA_g7u_Y_Zt`t%OQB)BN-andsZIv$F?=hlj63NW6dUxY$8o zh+(6gu$PosADhv`Gw;d;I8NDws`x|3i_YmO~89tZ!#7k2Oo z6?JbjA%O8{7izA4z!y%p7i%1ugoTCm0JTHKgJQoIIPbUQ0jKAxUq|?MJ^TtbsRfByWDbrZgL%Nn33F@x_P zA5j4|N6N%Rf*VJHBR^994VuGf*bz{8^2bS1W9P}$zfrh3h#=v}k1bvEcsunT8XC~< z3i5gQGrHdjmrl!L`UmFiCWz10ESlzZ>*bE!q2@HW0mif?Ya4l8e%luyr%7lDdo2&9 zZ~7(vM*GE!7a3Y++rzQ94#`TU>h>&}7Ys)X2Ul^OTk+0c1#`@0r;!5k= zvbm%lt>sVASjBQ$DCvWy?dxa#<3IKMxJ}*ybtge7@nA{$^m>xk^|Nd|J{MDdp zA6eHpd32bq%^#B58YfeKlyb+^PON;~E6^_;NNNGEzIbNrNZmO@!x#lfi;k5fu{>8UZsD*lU zvC8#YKfjde(|>kjKVSE6Z`*F`A^*m?i5?4-wU4Yvgp7=g#;2xO2G1-@a2mHp14>^O z5@J4g4)a&+L39V8lxrd)QlJf6vS`TX&6Xa@zh89@@Um5Y*0nM&bid_so^j?MVHcJ* zwOIVA#o6X?x)W8cCfj-<>zo@qw`u2}CEjdt*iOuxoSa1_j2?aB(I>1x0;$kKZfR)L zv(xG@zn5Xe*P8s;<{GJt2qy5vSXa`HsO=`iF-!pNGtp)RzTv_oJ*DC?4Ji*2 z92wI4)vfQoQjxbG?T`(@ndQlq1HoX!5Ya;3z8Q*nR>3Iqm@O;{oQ z&RY4JlC007y5=iI{{ak5m7Y?<2im-%~)GN_4E>-UagVd}ZFWU(q z8eNnt>{;i|p`jQ?QQu?7j|*42)D3>xuPW7$s3i@JMLJGJ8Q85PArSkHXm!x%#wRDG z@P(6YE6cJzK0el&bY$St=@Zs&O|L+g{Lh4+G6(t7r%yk9^5o|E^G-z90Y5qhi3Z%Q z3Ye0B^LLk@DHIvEy&y zz#^a*77{>Oxy$qVF>(nPBO)Tu!@Pk?&9YiRS=<3EAYe@XwOjny$&+6iy}ffPDyyo9 zNC#3IZZ*>ScOi(=u(3BPF1M1sf-hKbdG-?dU~TPCz=}|abb7$bdSBn%D^psxaoY`O zt|hOI2M@Pol~z=UL*}G{q>K*;0bOaHS0Q8Tl=s`(llj622q!$?>=ps?02F?+wheSR zvM11148ma*kn~xIG%QN#H*mW$5Dp5TAJm}rd;K~b?;>jBKwX@-o10sTG1eGiVCLq@ zP!$ddmwfpm1+MHF7#O>S?p(1sYVka zt4v=N;4;u|TzG1zNmg)a(nEPPMZI97A*K#mRaz=PRBK4CJ{Y#@9NQVCiWby?gOAm> z$780w!+cpJBqgT?lPdIvn=@)tp|C`$<~eNHxlB)dK@4Wl)Yq6%L=4}iULD7)ttK-!#88)Y% z7B3173)BDl<^tIItF*MV!-o$ioArognFQHS`)u4n6HdAeD=RCJhq&7SFgQ#*uReP8 zsJN&|2mnpOc?WGWdR12DmClolj8{5}+|m|&_^cCK>JPGOheHMN#Xq{g_yjvH4XB>D z`R<_?tFj)u5!Ri1h*g_?9b>k;(L;7fsL4Ftz>d{Gty6A}iv_IN?jaKIueH>0bSJw> z8KoMvL;@Q|00DA-_hgvr{dNgLMoq5$0vQ*pLENn2M`q#q9>JC4eT9*+wnO(e(S0SF zO(W54AnYio-?;!OB~gAuEvx|)QZX!O&Y~~A9M{ni6ynwHiQYXb9G5#EiIOp>VoL^Y zHcD-Sm&cRm&#S?*IP7NcJbL{21Sh8qI*H`1TkjwxyLXsCMbvA{&B+A}a-rdoShHr0 zFRxWBQPx3kNGYsMK-H;&WGNLUMvKbTH9K2pJCYN&Ve7td=vq`~H2=iDnVN1gj#4jp zJU>|_J_RzeZ+2=Wz(<5pOG~TEIva==YRTJ7ivhjfuWwQ3$n4YEjb89G!5%R+Gn2&1 zD;PZn*$qM=DH4lIOH)&Is@L7=92dv3vfiwnY_Vz+cE|kEOykr3jk;toPs1-G2NWwT zp`f6!MpiEl15adigGSU~@+Cxjf+1j81eD+KP~V$PRR($mG=>=FE+fKUA*k=UJw%4A z{p2t4{+|hJgSK?LFEe0Z^Mo|n zgJmVpp(?8^xVa`Q zd=r(pI@3Zw>onlEBtUk7=rUVc1VUJXAy+RFnytYCRn3tEUuP?E(8HC{MJAV9wAt~Fk}8#2sDlV>nC zHujsgnd%pIw;XEp97q86Ox2H*jSFN|&5eeawO=kEOe{b`O-=1ynKN&a#ej?pEw2m! z+&5g4G&BrgrKXr_{p#?S4l7GDG_s8?k=T>&A>sma4B{P2OG_5udRfy@QE&;RM$#{i z@|B6#-?BDlVq`own3l{t&voP1;gIh8q|0Jg>7&#-mT0(NN{o++n_&Qa`7_^FgpY77w|0B)A@S-b7&GpO#lMJo*m1TtI8|Tgy&f5aE?4_ZJ zhFqXKH{NC0VXW*^^X9@jh#OKtj>{RM3lBH%HXp1%okecps4%qbvWY29-O4{uC}bej z$i%4_R;6LJLc<{{6qIh=z@9H|PEHizxu}dcMDs!SC-83SWr^SW_wRWYD@infGRv&C z^CT1AvNy|kzefn*k=%lrn8f>Af6oG#0Y#!$x%vq2kcH4K0II6xgnwkm~yi z3wxkGRl?o@0E@(=ALr(lBP|PsmMDFwydtC%GGt_A=ysKO+6*QXRl}poS(llENoupjN#l9-VP;o--I>Ju&zrxTV$b*Lz{=W)p^c`M6VJLm_-iGRJh`hi?G+cDy8htf=l6X1QoYUr>X-gX4mT$o zSuZvOLhv6o5 z@#1}=L6IiM*|BjaT{OCrE_MKZ@1=70`v&1kOeujzWr6&P5V)>gz4`)D<^B8jC%>>) z5U|8Kfo>%P2m{s1W3rejh*%)wV`Dd==uI{1$2B~6`SZ`O7$pve#k(x3xk|0At$Hn) zDKfE25zt}JHOtw7=TbqQCb|`iVycL{6nsOab^a*8DQyyjULOJn ztl40+t-at2u#)sTKflCmi|58c&ZnfeNx6l`_V21OY}{eQ8$SDO?2**2q?<}Xe&UTh&daL^ahkw~9~~Vv0O`EGJz}%-^LjT{E^xX<@lbPd zrR5EBwXG7v)oywfjyufLvpEyxyf$!oj|v|=c<`x<3vv1P?%Bi8SC~cth>HT$fb^R} zmxVGFBcF5y{l=3afZtYzSvHo8#K>LGuM-u5aj?5rKkCO5rY-F!CYx~;E&UWnnlmH;NK?v>7H2kCt}HLbtRY|pAb=2=_aPzmU!Y48J4@ebwLnwu#J%2{ zMX4Vj9sPFvc1{3BS_`2?=ls61Tb`Z815VHPR0}ka>6PUGD6Utw)26sxV_><>lqcE0=o!?dk)HDjg@>f+vU;0t~+O9}6+7zx<~%&42XU*hk8g7k)6n zfDoZx@sLD;v$K%8_e&jMwKF~<=Kxp(3+XXiXeqK73G4z}x2S@pLIchy)LDoeCkG|Q zH9?o2{`uz(U@vS12xa6;=b-b1p*p@bwsMFn_3_@C^@_$i!#2VpW`4uITSF~bvc@@6 zUcc?$P1?P3j*T=tPFa{R)o_@g;Rr!)wX)dZQ9Kz&W5zqTy=r*h_fI({Y^~HYjZ1Ru z_<~U@A@U8Lp6~JLUHjS@-42(hl^pNTd(0Y?r3A&J(2YJ0Obr4&T0s=VZX$=Hi@e9? z?S*+-3$X>Ve(GADAogR=f4?`nst^tfu9v%GLwA`^>aV1$>fYbKaws#uux1qV4+mC^ zfO(^kVfr4hLx)QnyT|vOh2A~?k&!Q_oG$FqJ%Qj=Bnc2@N$*L_| zwzwn91v^=j9n{v0>g??oQ28SOhI-*_$tWo)xz=TXDFcp*k(KoF@MWolTbBu+f|QX) zO=vq*qX?)MwKKCv-1y!B_b?whQt*8dc?RNIPPISSSpvX-lAIU?Zv$54qrGzH4?S~n zsX-G1{bs}EvD77`4LeRjdB2S|3#csxEtnutykx*rR^=Py-pK}?pyIMJmO38xGiN5j z#E4|QW$RW+VwIvA5sMZ;r@SsjuK&1d?ke9$7_J`}6#=g%LTLy+MRtH#m8ca*g$tZ_ zrqR(O8?saZLEj6!21qRgVtRm}qlzD=VdYk~>^E2rT?ejakAB<=(~9uw>bI9RWu&JQ zgB~1NAM0KUL^7u1!Gi}AcJ@5{4%|pSVVul3CNBa4+Gb6Immv6T>q*GQ-`u2ivf&8{HVV+#_w+?Nb_=Yt3!kckx0mNf_`(iZr$1g5es0NnB0g#-ay3$Eegf7FvFQgu}X0b zI-~Uz;gT>?4p87TZKfiTJA#tKZP=PE5A`ZJqcBOQf{;Q~zIZeZ!mL)OC88 z+JfxycK=`Eoi2L$`=1oHL3UumLJ5XB&_f7tOh0r$=_d${wcMpiKszJ0AnCm>bo}S) ztchs?3=jpSmei4yC3xL3P_xFRtMI-Uz(zu6PDuPUolt={3%g@8g^_?&VIlNQ{lWT# z9X$$p4mt1`3>vo;+<*v)JrRPW7m1@;77d|yk;q4eX_rBxy}dnJmsn4>Bv>H{zaU42 z%i5l4H4+QdejApK%~Xx7F>g`$&ERBc=YO+(0!3{h<8dIALR@@6dJk|@5;3%DwH5-G zjzF~2n7t0Q>ZmXnUs@{kqvM!awBc{K1H+3P*TW|f8PtW)z-hLGG*f?FToCatckhu8 z2@UNh#TU10xP6u&TjGI&ccyNRM>il+B<4pS2nWzLA%X|4@V9T@d{1jUPO-<%w;Wj~ zO#FOCk=JV5udt|CckQJ`%n|#e4k?A0p-Ydqflay$c9UX!$FY6a#Wybk_^c(|rC@W~ z(WW8bC0q$9QEz)3L-D6imw`A*VS<`s)npA_oiL5#lA-mKA~dUP;N~1p<`OwEG+o4DMRpKAZR=S)6^F5K&U|=6$>fz%PL97X^ zWE({C4Ci4ZhQsbZ!OmW#UE_1qKk=dTKD@jV%Uudo9>Q=-qkw+xNy4H&+}~iy{87bz zN*ZGKZ6r4>QxFy!$>?C2v=r}sn-oi08OBl|7gq{E=F4unCRf9h3123gkJg7D*JA`n#& zLzpQut*Q*v3-~Yu&8!!*&FQAuGKl}r12#*i8pu0exByuZOBeR-d(uTn{>6=szxv(f zt%Sd!B+U5=WhUIx$4Vos7R*R<_rt4|2nGHai#J#)u&)GqwbFV;Hjm9hX8h&HGM{_1knVr>|&IBh(~&m@K98& z(%s}CER#$p5-W%!UUw&y4(4p%gPj6j;m24YAnK=K>_9&V2qPP-bQ9S%n%o}6V7yMOi&7)}06ymLj`E$RF>o`fR0(bUIk+rx#_uI+INt$&hOKG@9bj_2T>1>Xv za^#E^QlCI4zyjpZtz;m00I@J)h>(J@W$%ej-N4C7bMzo_ba)auCTRh{_2QZuX~-EU zRWh#BcYD&h@4skT;&oU|hjS97?_`lxS7|ER*Vo56L}JDWBG41!hu~*)2sLve$%lZc z52WK>g)33{&pIs5(hS^5E~*#SG9Cus|f1Ln-_2&E@6g zOaw`Z+>2}kkk)JoqY~#uC zg8b_Va1?u@5n7hzNNWtlj0kw}mJ=`t6~PL5mYZof<(vDK%>P302LL9^aJyI0>D|Bm zMsD%)<;x`bI?+>6ryrLS3QD8Em7Hhc5YgU>Kq`geziG|B8=paDP%uIueX zw8dJ)dTtL9>+is8xqj~uY=Xuq5&*W6a_efEGCdd8^)dzRtYHc+0e@WvZA%zt03x1bkVJ`H{*9VwuJec%*5QncJ46xQ%G@BL? zLBcwqbUPE9r)mZ~S05e&0K6<<+mLI@pvBbk!iYYMJc9awt_BPLjb>Ny;v@@;D6iFU zwqcBw#_Z^K_Ye~M*&(|_CDUA3)p03hYR12H6W&&dW;^I=1)kknq{wB056>zP?I)F^ znI0*MJ8J>(Y5`kFC&XMt0FA(FbIs1lAz&D8>E%s3>7-C~qKl9nyNcReO-LuYY!tkJ z@$vCWrXag_2u0m2^W~_z&X!}|WR{0G5s5WHgp7dzG>}k4Cy69GQGSRQgl=!0`53h` z3WY8bIa^eo7zmDi*wG|8Px=c9#Y4(Wbu~t&1v!>jAk|2`9HjS#oZM?7vjc(XqS7OA z^ctNUvh!tH?mOp6JPU;)lEkwX=wu@#F2i(H$hFHrY6bd|{NFSp=mFAb`f$L_$UR~J zWMLhWJe`}s{8i#xB9rB6#)S;Hy1F`vY~kO@K>YSlkqNK4;!5KaHcwC()5Evwq14sJ zsj><8*Czy%-VZaY7fu)%D_2_HP;6>B+H>Z2W(8g&txxPplwZOV^eRK1AV(JgjfJG6 zD@JrkZ7F|5*(%1?5!q3exmEE(9S3ALi;>pVlNv+^g4zZNaxa^T62^vTFQ9!IW?!HK zN`bPF!9b&~L?I%aXbCa)8mO_iTdp>J{N`{4Oq)n?KwV+PalxX8Rrd|{CoyI_=XN@v zVTuOw$v=7Wgcu|cDlvFckiyD>1luxieffcCm^4$8}Vb&yMqsa3U)b8D*j$fkhCh94-*dIg)cvXs~O=_o&*9JyLO)(<1Z&!w`An?fpVm+9((d zyms{K*RNmow3*|w-w{O>php&Wch+&)4*Se?^-x{9xX(7BHmx1aj|eEk7W{^_GdMk1 zT#-(4%UKhO%H`R1Y^6EOD#I#~s!_SHZ?|Oa*>fLYhy@ZDz(T@fwe*#)DfVsoIcBgY zTzt=6TO+!zQ;~0m?PGph0g^x#taJX1d1rlA${#TZFsY5Sr#^T}Pg}9_cwwu?hJF5C z0RR1UkwG1yP38HYK0O*GCm1PCwn(>%x%^G}8)bP&x#MhSH2#hi^ z`)p0f&+_@N{7dfVzy3Fp6r$Kp4<1K~DF0~%1Np$YU)A1z-NT|F*n$OXyt|kR2=N(|E`e6MLOxusRrglXjanFe` zqY6e7TLh^y3b25v1>`&j*j6vx-qli#Ll%CkUN?3=Ia&mP!$%~PrpLa^Q`haK~OmkM}i;{K;j!f>-v?7U`5XY*s*kcO7WdNn_20UCwUZhQ(u-%p=RupwFbKk~`acvyNSi+_ zq}{@esx0p`UHIhY$`NdjjAo!z>AviMcc$H2%e@SH{D`JVNwZ~e@+_9T-8 z8r|Rad%W%nPUtWQqZjhfQ6s@bisxhXdfJ8jbvwf`8dg#jKqD!zAMNUX?)w`zU>p;h z*WZK1zvFvA*oGd;xmy-E=wSiA^J(QA<2$HqNzbL9mKsWD-ilJ zq(4#OW28cPMrtq$pjodueJntUarJ7?=f-dH+8u!eE74&9AO^_lhYOjEHAysFxCON) zq!$uphjcZF&hAF*<{BdT*J!j|M7uPcVIyzI>v))K+Zr{b_9ZLhZ{x#*h_FwY8 z|8sv^rnjA;Qwaa*B%_}K668qfAW<&H{jWna5j=1Q;ZhMPjyVq|Vx{G}(YFqC{E z=J(Xrer~adBef=9FDzVQ-SM>dwtnA+==#XJ2RE?2xg6Gd{?~{bUGC?vIyk1g`b}ML*$U;DmMg@?i9*Zhx!k30Np^zW(%k_V}(s0jG<*S3A><+duDOi|A@UJ^yxd z{J>(5-rutTWE_v3C2431jh` z*~A)xU?tA^l$A$CL=?Zd@L(K?08RMmx*(Upuii&oxep^=qe(t`z7fZ@wZOsqaNXFT ze&_)FbxLNUDt2R^aIz#g*9gKuM0ogBPzFZuWEZgtHi_D4YWx9|3zCF}|_C z7>c2JNUEp=ma=A@Olz@Jv>!rB)}I{x1pm+lb#o`D<#=$;jvXow4$htu9*32{N5+@U zVeHvrhv2ft(jv|hunR7J--+`I6`e0G?U?)Qh=U9i%81Tp^?M>g0{rkODli`dMW|(F z-99?nxCr^|yJP!$!1WRYvah)lQ4&IR#!Rbi5*RE)G4DvW2Z(JKGW{_-!wtHiG3 zg4n@9=MxY)WfY!<1hugU%ud5S1P$MXo0Ko7m?QZoUVtBl!qvMF|B3;5GqLg3$~=~` zp_-_=D;@ZEIhsb|o$ntRih-;A`uqE75EtIwk2vm2I-HWKXCEk4T{c~wHeTWE39wRu z$&vsk`xp*9ea>4R$m@Q%TkNW}^_;VS?CKXD#TPPaW(J|LQf+Yw zLE!rK10=0*X(#_HUtizF0>Q;gBv8v{_kAl*e|Ruea|B7!$MZL=i#m_9+J2Rll`e$? zUgKyFmPuyJ%*<(eMlE$^HMuJXuvE*TUQNLF>SPj}6P^YwUL3Z{D+RL(!mRZa2`-Ou z`qSd`@}0>zfLgtejMNJrgJw8iM9rHvJkYHNeL{I<$%U)+wGh4i*_DO76~#Qhv1h7_ zw@5CSIX3;U>dJhb8P0?or-ng*5d^QZeUN|!#{*4cT)T&Syw{hNp~aJT)h;|pkY<+U zxXCqmY;E+~@= zhd;|kIc%jC#+feENGE6~D@J{_d5RAbyaVqZue#FIudSoKGkR?wj*jhPReFsNNc%9W z;l}U9(DyC4NV{jc_uCOj=Tdt5`dq$EP^#y**JWYJ15NfkVG6u`17ITaiyv3qhttpj zf-u)EuF^A49{bslb0h7+j2I*jv2(|9oa8gKx`Cp|$jCF;&}i|RZT2&w?kANq&$4BY zUVK353-J&u@iWf#!Ej_b7$AO@f%3tAceFhjO;nkr?s(3;F>VOG$}^DD+xe@=5G5vA8wOd zDz-x@BCk)q%^iOCjI{(p!Z@ZrgjiCoTjOz5&$RHMjwXDHzn7TC#zrNRPkXn!n$<|l zcEuO$D8;@H#46`S87WDrQ}NSq@HRcjyz@fuzk7ak3u zq^GAx#n+1bk@-j~Kjad--076KuBxDA^W7FiBN!cH%5U5V4W;6}w~Ft|T+m7}3ffE3 zjL3ou6I|*;RFEzrCZ>!$jREwo2cfku+qs%wKodE`lrVZS7~j@kNM zYK9L`DK!x{_c^U`1&Z7Y;8lYJ6z-{vmE{GqDp9WY$X?20_wDH4gZHTQ9KuzIBTLWO za=8Zadm0o~9-RA|fUs#?R8BtEQbpj=9qO~%o7+EZqF>x)Nl?>h@%J6kZgQfcqIB32 z(TZuT_=*YLhvfAxojanh%;IqnK?o8gE-zs5lXZKL`;HnO|M3bz*PfN-krm(gOL(!9 zo8TImBh40d%2?M{OEXxM6~>MWO-dFu(ivbTiHK|~SvF{i)*r&F^NWIxK6HtPkYx^0 zad`ntix(&A?;uzaz`%o(b7pwx0H^e7xSV%`l^VxIgl{CJr9C@ya^i;bR+h=_O}ULA z{cMdVMEFMXlS>G=Pl?(E$;=DU*d9F4rX2BpUr-<&jN_DB-gKjWANuibOOoRn9YgOt zLau1;cdK!Hge)+D9;pSjtO12_+%wJ&SpqyF z0V-lAdbOP^j%qLtlk<1&9imP(R{?IWV_rC^+VFDI7K=KL3qtrMg?GO#rWKC#*rnk_I-|Vww~vN*FdE&7rL3hp9cK$B z2kO{_Xf32bN{%3b`bA0Lt zjKD+}nhcvQ^ek|CpjrJ%kIGtMtx& z#b)1kJt8{#3qeTxRqh^goUaOUXCRqB9f1iSyJ54S>yU>1(pTZa>axIT@H5atL;=+N zGWU|35Ad=u#Q!P(IqWB|La~rJl7kX9SICw766J>MsJWIA2X6+ln{$_jjCDX1MVo)F zEyamYqxKF1)a^c)WEdM#A+s^A5wWpi?&f$x3M7gfc#4BZ(DG!MXfqxTg%#ph&Io@>U z)!#qE2cc?IqFa^;KrQwE5MJz&&6}6bohvi$MjyGp+9uJ@zhE^cseQPwWd7~4X!B9LA-~8^w3+%l{mK}< z8FoT9Z`+(0gyA3t9-N`^V8HGwg$`ndgYjHi&&Vav+u{@8fb zDd2T?y@p#^Y}RmN^$@ujyTQ%z0&9Wq%QiFlf304fu)$aB<>>Fhx6lD|mWR$xkbzA$ z9%m!^mCS5@`30w%Ur7I&$(_k*wrn!|xwueqNeQ5B{<*3z;Y9=mO(X>^om5@wmnBm) znA&6{+Cp|xzL*eRkcY>WObi)2@}fp7OQw-}6zM|Hz-KLfw50N%CZj(Ek=EM z>&};CZvg-cBcNCgfE*3c$0KEB#&N}4QjF&)V7fT@EG)pq_DzDbUwcR;iDx-^$l&3K z3#E{U%#i!&l?e=5P-~sc%GLE zo`j@iR>onCCBu#==*9|O?rez#;nt%PdOV}Ng_8w7J|lmBX*L zK{50I*Qwj24edn~XO>yB1{29-Po>}iCniYF1YwbfVd)5yWI-p+YLz45#eSzfpJC+D zEiyhjf(s3NqxtKOv#_*8u5zr|W1HitzJua?LDIq#l93}r&_!{&`b>Oq{+f`JcGS0;&bLGg8Jelvw=C(#5O;O=cU=-^<)SO zuvB18Z@(|%#~CA#KVN3--~r{T$2)IP3%m);))za~Xq=TDW8^e+87mMX=p9lM=$A*G z>5C`I0(iM_ux9)H_Y9=VxzBh_7_#Q$7?Tl-amu&5P|nzqEjX!^ehOWn^q;VwD5H@W zar=Hr9zb@|TDl~I=B3DPd``{9N~(EqIeGq|ntuIXIlBl6!((lhkJ#q^#~g@kV_eW- z2LOpOvd$0?>cU&GeB*m!@}CMoLFXNlP1^Rl(L;xvSArYu}<|h~z#spN_k~ z-FWf#eleb|SLB01gd1)-S>O>}I)JCfr!4VI3FApSd`Wyt_ll*%KEC)jAL=7LqkO}u zE%%@?DBb=3Xv%S=Vr8+Stk%%b33g0svDSTy(q-rt)x8-O*EbCmu4GOx6@@P>2rLX% zy)lZ*nZD*8jZnk{lSgOfKx|WIF6qgm>J|fSEG_d^`lqHVce80V_UejO@8Tt}VtKYm z&>^Ivj=<|ceqJCNqX$QyxbaWRxrYFW`2{q=5?usX5;rt7M6sj#Vu%h*MGt?t(kU?EECwEQg52ZJSXmJ80 zw0gwElL2A0ayZ}Ycn0Bo0<;YQ#DsiKsb54vA1E@$1u+z(+oa7m<6UPTD> z3|>xV2_3!^mFqRmpml@yl%ksT53pwTz9UQ|E_?hM;ozM)lqhIMI{qeCkc)dkbPuG3 z2^8KdtMsj%TUOaZdI#@dJPis95kZoWBU1t;VrFFfz~Lp(h3e zZSg@N!u2VdmK+c3Gz(g2{x>wr@J{}kO~e}qQlhT}5S|}tbF`8O$Q*;1W2m6Vty>wQ zWLkU_XD>~0Qt;)a9Xt$JW~zuU*R^M~<%ygUCXFA=rxSzvg%E$p$+eC)YLKF+t0CL4 zqfnF}-EamQiR5>50xV==aazx1e(u9ghZlH4-Vrq8m6xQ>BXYj_Ly}L3s@RNyd~uGF1pr|NKmdfbO-9VN&&A~zVWh*+*Ab?8-9!TMrNic#_K%i)I+BY04 z@`2*RVL@myCFsDvQ&`E50kvwK@8HZ!C|;^KrGp-(+iyv_hCr>|mhaA|P{M)PEu!?U zU%QrSh6keo*>d4MqbYIrEMfkp*M7F-(I;w~50PK~J9(BrKJ_N}hGZJ~?dX#qJ6473 ze44kmEl6k%AE)pA!}bAEr{S90@kz*bK%aSDs&W-$u=O5_Px& zS=O`zw?rYCqRkXT6*2=|Vibl$>kCvz=wQZBYE!>Hy6F${G&z)eF{q**4CL?)0`CFH zuV};Vq~>4ATP)3kxoAnmZwSbNZsW;ho1}iGmD_OUAE6dJNl6o+S<$}q`s2ZXCsB$4g?Ix0q!7`zN{p9hP14m(P$k8^|?^MH7}o_ai6_ zy z2~>mMyv*e^Z0SB^< z&mk~qLe@kp5)oMH6R%sz0Nf=gl?FX-uA3{bq1TLHui4)*Q#_DQ3Bdxi%XNs3j68uP z@l|9wr$J{KivK4tf@V!*Ui7ZOf7MtSgz@OlphdteakAVuI=b?Wej^#mg^O6qc-`)CU ze;+OGKKDU2YGKdCkxN!8!})992%l6;Jqg`cwB?FNV_1VgU&~u7qI!oKz5f+}zpu)0 z4W*s|PAYFRnW(wfrAhDfE=#5*7UaxF$WG|>MQtzC=I4)E9$Anb3RA7pp`F2_V zaA7k2!}~~Oq;(WSadC@yd9kCFsbnhQ_4K@JPtN`luxRDDIb3_mL}sHH-D|~-ZSG4} zZFx_4A*eaIv0aC0|NnllQkxw?t=5wQu8|Fml&loehut;DsGmuWiwWOGzu4OMdTC z7}JFM=rZg&yDk!_m+C`#HWb=*fu(ABq>0OdnpbKeSv+o1ub*>^PFV?u{8;l-P*6?_ zY!8avw$1VNMhe4?XR<8nVzvz`{^MB(+M5z(i3eV0l@2@@% zuTczj6=gU@+6<`>ALJZ$2%iK@sLFF(`GQBid!)GWjbBAe_a>27WWR~c39G8*O*anF zdl-3=wat}Voq<<^YV-oW6KEN8?(MjbcaNh{k z+h~#2Y|^pe`StbTs?farOAIW7&TT zuIev>bW`&?z!ovtVSbbXinR4k{6v#ztPlr{a6{DVuj9m#)d<4~%TiNiGlW6Iv#t0y zj3Gv}dJ%W>uw3ZN<*>vW-^4;}TQyK;zS!j9*pD_A$b9}eGQDn46V7{`ly^@|OoR_z z*m}3a%dm**AdqQ3Os*1NeZ8h9)PQ2amy_ zuNBPYL1kCuSaqG#%%3A%-t|gSY}IpmPQzom6~L-ZeBQo$Ir=-TauEM`61?B0P35>Z zCsCi3raAf1{QDa3L~s0uGR=_ch_$p1Mu|8jFL30erw+=j_CV{%M3}w6 zrYV8mb>s@w^dX)Y22&qVvH9^{gqq)woxT3xFY#N5Z|`w^w%=S9mCAVQEl3pf4wBo#$Vr{tkwx{*r%0( zt^DrJ6$(`50Uc^4V0XV$*y~WjI&=sNK0P|Uv2Um#sLz}|tNv&`mG}xSrf4S(Mk7(s zdEsFZLq4KsO9^yUBOre&-G>t$lYT!`dk+gGo>~u+`4cuB`In=hwM`(pH-DTQxO9KL zSk}eLliGJYL1H0(O0Zwz9ircRlpU#3FAn_Mo8^86ba!1jRRD0a=C0{Yc(JRS8#;69 z)ZK&gOnY_g)^7rO`oYUe(((%nKa%x&`^KC-f88*==PIYp)LAj>8(uoogmXTl;g!aU zN5&)Ig{nx3Yp$2D@_vPfG=+;47RUKTc+m0a9KVK%#s5_G{~bul}I4-Fc$fPqD%7Ly=Pv0`{2gchjKGN%3~ zokJX4!H^Cwlv6_Cbw0E8cQxGSh?=zWIsx4I%_X1+1{^2z|KQvBFtKkVdPUs>>B~R5 ziXemuvZbMs(O?8hLV(d@bnv<@oqD7`s}~BiYoCs7^M7QV`(cavvI#W8tq@3NlzC0l zgeO5>L;qf_KYYE-(NY(KP=zuxsdb7)a--z9syZxXD*35fE1( ztC^3H#>T-JE%U44SQo;d$uXwJ`(6BP^ElST(F;E_Nsu&c|2skBMF-b4Brhw3=uHrg zoXO7fu0qTILA4arikM-<@HZ=`=Z&m?^oL6L3AS;+1l&%O-OB-^!(;D@$~>T><*jRW z60Ph2=_c*-D(jR9sq<;g5utdCg4W#8j)0qxT0-J>AFGn9rdLUAM$~4jROSA!AdsP? z3rQC&zFvCq9HLH;Ho?_EB~toXl%{7C7O$9P00XhAwvJ+eVyA_YgWOYpm%8udf z_hFs)?XB(GIlr%-yhbb8EAMpv46ZpvXr1)dP|r?xb&W+icFD?Bv<{J!wGCP*SRR48 z2sV3ZjW{Jrj|0eNC5rfl)TZ~rL3{!`1szS;o8V4(GgU#Q1CW+6ydl2!;r{~kSywLglh zOE~yHAY57xC_t6|+-;fAn4+!J`%I67Xtv_;(lv-(Ic+^ORFw%d=(?Y0=PiBu#2$gd zNX+6#G?i|;dOZ#$KbSO7aIc590h>Q}T+ zyP%G%L2_6}-&+1}5-orzGk;$GKQS#dE#0Ft{Yx(QBD6de%UeG#chO+og!a5mn)|;G zK3RdbWQb|r%vr8`?{qfrC(4IBR;iF%irim3e4*+28NgY(JdYtuf8e?Ds9aWH@cQvc zP|bazs}wSyWxl5cAeYrJZQ7hUb6)39`QDx9gI;YCP3Hf=rRj!i_)id0CSJU5?wR5sfrO{GE4v?duQ~;EJs}F><{}QKuf?3|KHq=l^4TVTjprTmY+wqFk z@(ajoM6g2|+G@l$6SL*Eq9kuI$>Bei@h|^Vdv>v1x8yef%=j?q+Y-EQ z6pxmlQ1|w7e9em$hlkdi4{bVe=KT4F-;$=MU*_8Deak3vt6TtKkvyg#%rVPg{2TSj z%Lhm`CCfTx4Ga3a;5Z+H^6qu@;b-jVj{;s6;-*J&qer6!8bKU-PU+XPU_i1AS1T-Y zY_F`#t$_5bgZ8iFrYG^RZlWzZh2GaZdAeH=rgdX@{VymWl5SqC6JZ^pMtyYLA3erV zm9DB$Y)UJB{_{l5es>{DC6g5i?*ahTUqoUd$ueOXc^^Cf@<=}&*(=`DS5Hj;+kE}q z37qK6gl7pU)221(Rd)(4)k36flVPwf65B-{Ea+>2*7sbko7H(Lpx4L8!-LnXcz%lUbi}=akWSufhG9;B-xr|-J$K3`pD3d$Cyz`yzH)k@M|f#2Gpmy7YeE%)<%gV0poYSaCLP$r`z zSuP+*AuUUN7u?+Y<&UB5yk`dlIq&=DpCN%`oEz63Uv}>L^?x~VA%%b?uMo^`=J78` z&K?L6^Fm(Kzfokx5bQ2s!XJZRI{vjtUU8;ldez${`7LqtR`*ZrcnYJU$07k2KSDQZ z9Xv^;5Md$b7RqsOh6*7`yxIKb+d|Yl*YF#BK}89fE^cx}X{gMhrpYho{!x%JKX_qX zg^{2m#AoWs?{6+xKX0{p&AhWW#$K%n`-J&!9RlW*V3~&N7iPKmjs4yDEe@GQB{bv1 z(SPelSBje#b%r3O*FeBW>mekw-LvlNl6jNZbcn5;{=Qan%N24_p@1#;d$`0gVD(I4 zRVEB}&YxfQy(#YRpGxt91fC!Scp>O#?18OQS$Z*0wgS0!o@XA?`bXFe2*Kn*v6#h= z#i49zn$ow6CGUoMi^KU%X@E7q`<&&!qh9^yFVbB8`H9616r$eBxFKs^D}r1#*keDasp^5T5g z&OAARw~;Cx5g3GEngrA{X}~o-L@wt;Qr6^89WPF$U+@05yc7I*4~w-cg%bDA@1o2+ z#4rcY_s|vv=ngoe)7{0_Dwy#NB7qh1QL%Zy{yHvceIQ~vfqtN%FY5MJS(C@M#Lf&D z_VXA`aC@%-{=J~V0(y6-VD5w>^mi_nAG<}q`50UzjxPO*vTXzNM0LtyF~PVYSS%RQ zXA9fs(uX=KdMi)`d8^R*JVFBsH{4RhF!H@)+8B z=HFsY{3CQEegyb=B;K32`OM!17wQhb`=gJX=LtZV*ct}5VtX$jIe1Jzb}Zsrd)qxi zW{>Dg=)qcgs#>PxXE+7|n$=@1y8!gSw$;CX;*E=jYrdJ)wVI!Od*RBJVRWGcMVWm` z5RGtnM+0sxNd=htZE+R{po4m%O``tblXd!7Df~+$ioO=1IO0+6*ArhP8ZD^!g)H>o zh!qRPz%tac%gp}{@t$@$%Pt-@#uff)7~NVvdNKW7PR%IY&WXQT#hbj$<^Bv2wBcgh zac2Mf|1~@bXU)oYmz&}shytfd@EcyGlp~l>7>*Ad6&H1o-7voUZjUZfN>g`5wYQg3SY)_)?xu++R*#XE*4ZH|-S@<>)?D5d-b#U@HEVgNxwWrJE6e^F*(wY%96*K2Khs4y?`9FC4_#{cX z12U{dR5mN?KTa_mFyIu)#Iy+$+Jint>M6_7y*F*yvH{ILXzpwkWoI+zE^ox}WhE1o zBR3PrbLQe%rs?eD^pt%X5#i0gn7?e99huQ!rGk6|ja-X)+5SCLRL11x<^7diqFS90SB|sdcMu?%vPIa-+5beg}C!i9}2v%I!03*ggP%Tb^~7?%f-^x2S34 z7Bs-V?b@(GN;Ife{-lq3Em+w7?Ci~5I<&z-=mn7OsTVpH!GBEoB4#17v&Mo>&X_%W zB39q?7cZWO^2^3XsBgL6qX48ScE^i*piUe}Pw-RHs)&e$6DKwkbiFYLyA)XKfu((? zzFj(C?0%XK{Cv#lu}3C211{_QTr*I%sGSco;LWzQl5^t$-dj0E799M!5g^VX2#%F zj<N7eI zKj(a1j|d{GaYDeEMZnQfzM9$ICvH0q8E#jK{qD6AtKuKnZ77N0xXo;t%jFsXpoGt3F@891Y zQQc;i8T76!JP5O015dr<8L6>P13dCa+Tzp|KP|C%n5G0Dyu0MIDd;Frg~@SCp@$Ev zlhK5c3LZaqu9GAgds0<3H4nJq4H~5A ze@%nYPT%Y6$4s8w>Fg%j!JSGMNcyQHo;=wbgAk`UiG)uvUjKU~R^{@zz!;kh9_+qw zVOw)^^PB5=Ukhg^byM5%F>!%?iSnlpA7m#@n#6# z9AecVe9}uYg1Sq5xgA`8J?MD)-q5gcPFt@>2c)q2z#v}XTxTrL!zP}zUbgIfUO@57 zm$&HR_KJz0VfYMd8Kzij5L#}*=pLPx_?^?a#Wqv9apZdyCymDL?=<;5TUXD( zpq$4%!Om_R50)m)cDN^Cr=%)*Vsz&E%{5)VN)qJX^ZdfBH!wFX zp45Ba0B7MA&^Ae+)2fX0bT==rT#w@R8$-FB<7sKCD32_ioK*jr z*c<8Iw$f6!wCmSzmz2b;&)l&?Ui>QVH>_vyrElL9EG#Va^!2~EY?`dU>Bteyy88Nf zhd#ws!2Ne&@{*ZI$;>QiY9`OdyM84v5@#5$!xAVEy}|p+%5dB*q!UIb{Em*0Q`1wn zjg{@cQ&*Rrb^F;fB`m-Cbt80Xa#`VEC7!g_sS+PY{raGSgQ|{&MNiUvDM`tV)d~`~ z#fv*ge99&d*nb>IGi}vZHFJGaQ&r3;Crp{LAXnPWvs22==!qwvdJiE>CL(HbFsCqS zd&aC;cX-_rEw4YXzdLR$Z{DAU6R)rkMSJ2qBcV!EnYb^G@1rJp~`Nqn?l;ZTYVbQvV7 zWbsBL6(#yPSDufIC@m|y?KoM=5@9N*&jv){5=o~{ogAi3+sM{XRaZYwg(V3kBN3O0 zoP0d)J;qr7_UY1L9T*t#r`clkz}$>oECdpPFr?vk^71gvpph$lvZOIrK-4g#5t zq?mC-Kg&nlM%^2K;lkg^nMS!8K2-c$xuIUXNE-G+t>Z(=m2!c;t5$7sJiDN1p_^MM&L@5LPUK=_xYZV;V8f{9A`XTw;IkHzEav<@#T`*H zbm_|VXU}M^Z$H);`0$sXvIf|Hi z(BQ$IEs?C$8PT{0 zJev2L>q8j{P}S*Pw!tZmw=`m9_1CW)iTB^yPnj|n-tpe4~m?MgNU^^@gcTGI$)3y6|-$j{w_jbh$V)sA)$R;^%!=l1_h+533^=k0Uo|QAt z7OEHYQ&JR1fZ;wlauAVdARU)J2y%(^IdLkJLWw41Wjcj zCgZ+A;66@oeZu+kTV@!Bv0}0O73ZB~kcr90xHv7m^f&VV#}ofZbTGS9G~9Y7+&)>V;jk$ zPXGS$80&Q1x@}tu9I@#Ng8$_pW8)1RQq(x#VNE{MNe}V2s)b7Y^uwKJ#!e6i z@i~`kdn}%wvACb(=hDJo3+Elq9{yUH_k3=&m5onhTZekzbE&Dy9l|zd*xP)st+leW zlu*FIC;ZOJPe1#8EI?k^(iueD)Kgy%Q19DI+b+CN{mV zsAw~I@Zc+kGfFN?)%K1;HQ%B}MhP?Xr*kazll|vg0EghVl<%lbvs;V|ckQOkz1pYa7LB~;l z|Eyp}Y|4U*RA^&p1tceQTed8Ut>Q^3bzszbGe+(z9Gu*cA9cQX1T|n^GSqul8u1iX zC8Slqo1L^T_F;Cmtb*pqP#axw`?N{zfJ1pN(gZyHUM@}s8S#V^s=mPqERi4^u_BWv z7i_b4Vi-hvI}jC*+?TIkdm^z9c|P!=-#~rcjpL4Qa2X(mJrvvcF6B6Oy0NOi7;H^A zFXvTd)6Dq()2H@F7v@A?y*eBVify2S?%c+p;lsTq)yC=f>C>KHBVulhj#km=*|WCv zmdusZiRVT$et@Iy!M@tnRfY0v*RCzTv`7U`FI)cuZq~k3j_aTRd9cYbv9Zpsb?^SR zcIOPdcmMt^PUG(se#uLK0gUK!c=W|4D(GOorc0|PQ;`gzsXa5=^R z05N6(9Vi2RSFG5SnAmqtZ=KFvl9H0R{0L@Kt+Hc{PS8_6ar$&sCpT9Ym!lUh>?F?_ zwnknO6%{pT$Pk-p)0Dv-+C|z(%>(uIr~E_}Y+JS4 zON$7@@pg>h?sUmp2~Qj8lhb}>U$^ZS_xA1EUH9kr>%5l-${2Qaul%>JW!wZAHf7VT z$B*S%d5Cb^VU1l}_#V&AUS?)$gphMj%1Pfyb2!+ujd9;}nmt>zlN}iB z)tSn1P~dkr#-M6hKDKrsAdioHO&NGo`Rcsv{*)i*RWG(>*Xt5+`wl=gTFrG@+* zMHh)wuU^N^iu9N5Jd?40Px;)oWfQkiWQ#>gSD+S%l1Q|ZP1a!43C`S>X34REfu^i1 zr5-&Zv7s-y9?%i}%#x0{Q5-mQ$b)lLER%x=oj0{xN6I%QIC#|S+5FTJPDpJX9jVZo z!Yt$tciz6$w8@qpz_4vq@P-`Lo~WoGU=*1ep=!3WPjlz-Tq(;!y1kC^_!BC`t!cqmcHM* z%u3N0ze%yG$=!(J2VkQ}=EeKOTeuUY&s|XZ-Fx?jfe>4~W=xksSCUA1v%!pQQKs2MvaUpuG@_wlw13n>HS;X?G zz9`eKvmVF=3M758Szi}0UsWD3fS`DvIDx@&A1cATM$9%g zqHvxFjK^0@oOS%!_m!7RGWU%;4wCey^tx5Qj<6;wU^ct{1IQv-5kB4gj@sV+`=?Xz z0QBIWDb1f$l%A0n1G70sQ8eKO7X0DUrwJITKXEB!9Rf0v+UX`aPBPrP70~S7lP5b_ zZ;=s{7GjuT_H*Z=o8M^0j=;m&cEJAV8HOiWyv~>{JmeD>F4z+Uj*~+P(+aMK@)odExR45@ z%Ekt&>qB|@7((;Ez>_Oh&mrx!7J_{v>fe+05?TbOx8$COJ;$VjeQvd3zyJ~tP2kG8z+U8HxCze9XNc{h8#cp_-EeW zbSG}*&YCg9VbP+#{hd=cv#fxAH)QNTa9{$k+cD@5rDu1dmO4B4z|J(BO~dyoDm?>J zonW~4x$vo&Tx8_Jr2Pjz?KX-+Q= z1x-w;3W@=`Kg^GP0#7r0_t@{Re#nP!v;X*5SxGUa>>t#uRzO)Rfw~HoR}Il1Vm0dtN7f-%TW`3LUj=>(&mbSFVWh#Rz75C@Ce)%RIu-#&Emm ztOsHCJKx>i3Khap!k1ZN95;#I=20$U?YF_?nBs-wIWJbm?4*W+<~bUTtD%{WQilj= z@mP4YWo>QkhngBYhQV}GQc{=Q`lb1BD=hM7T!OR#J_J~Z`0dkVS&%yb;t!uc+w%C? z(0T&FCa~?|T3G~VZ^=0C7&nGAb_hdk3-4|#qR5{}rgaiTR#*2oZRq%zJ6@u4h+P34 z7HW~DJmsKC7>EC75Wwo8muF9*Sw#~u;1c`T`M6~3aR7>)Q9QI@wLKV~Xtq|C-N3{x z;K)R)#>ajxQx2w6b%^B#a%DqxU7bN!r&!teCg%UzZhAf zQ(D!HJ!Bd9L2IL$Qo-cK1m0-v_5vnFEbJA%5aL5u*Q28>K9WE?$c=ZFHrSs9MJ8M;9EvZ$mr?%g(mBGIMu% z>moThx#BBJ)v1J}@*iKX?{nsI*jK;Tt7WY$*Q^;aL`|M~&O6x>@o@i6SA2RP3yW*A zDDw{jw1;$RBRB%hk%1DB`YTT(CN<39XOE1FG5Nf5y)Q44K^C3-llL%!ZD zD%z*lMjxEKh4iD0y#J^EJf-QcWrn60_wU!w$wg!R`j)kxt0(Fyr_(V@T|L&tMT2WN z5}2vcXdgKDs`8|h(@aNNMHK%7(IIJWzo9 zvSpohJ$^3#8axK*hS&Y_Z@cu-x1>h4?ba9*RCsp`tK6#Kc<#iL(;$QZ4B1Yx+s!-{ zr1J^^LX?22a(IQ2EE;!CbAfCv4Pa&OLlCaTI~&{8g(K=D7>bpTU=c1Mj9&s6;Y(1rOkTv>UT<`B!5UZ zlY{5pjyn!0azLP(G&xnSAc!gd%^TfZJy<~ftT$PQtL067tP}-h@UH22E{Ya+aAaRU zzgr~ZwYVB_Em{AR*}xw1uohbATxiIS3%udlBqrI?bYW)v`BZ0c}Q z6%I*Hq!dk9Bc;&5jmw7`%uP1cmGh07_wS`R^xz+4B!?wriB{vrwLN@b*@SD$sCxw( zuAh-z_mU}B42@2eI~N)%!R|qkXCa^rrEcA}kok*Uh#8qaF1WYzI8Zha$Gh!3b0yb8 z(nTvf@?|#Rm~4Eim&ezsqB4rh_Isj|5^O2}wDpayHsi-vrMI4_>$`WNbBJ}!Bf@dZ zH*y}9RTOcq90<+E&aN|~sRZWq<4ZwD!i0R(m<23576tL`czU{q<&>TasdLCQC>B4t zTp+_emy{&R8&Y*@lRE_kT`6JC*{$6-DvV+d=Eo20Pck&%?2Q}d@YauOy9wWc0jvp15RVE=Pus9vOyj*AZgyN$Ub$1^w{{FM7s_M?I zTT(=leh<4lM0aaI2(+N<%})T>;7$vB++=sY|NJ?U8#{fzE@6s~L|iUFytcNsB(&zk zp0qO)k3ahpuN@BcD87N5Ik<6zX-#9F{{0uoTzW+~JbL zxa^#q6stH>omq~KclF=oJbC@-H=rr zV9r$DnyMg4`%nwXI*r;4s;)AE)`n}>)@=F~R^Dn$!X|cbQ1bMku-!0!bEY%Xh>bRGjh=J9aQfK?<<5;OJ)kGGjK& zy$27TJBKk&Gn9;nJX8``9Ct4-Z=9c>F(iRg>PdDatM(}W+{)bVR74UaVKhucM1({s zC8$fTn@32QZDakVo6Iiik$1%6;i}8N8d(O(X_eV=&jRr!EQML%{K!EY#NjEkdi83S znIMvQ1Y=k#;`Jj{IYwrBV8jZ25uftjfBEv@iiBfc3%-y?W(ms|V-d73DQ2y5?R5ch z5V0AUlG@0$H?hkE-zO=azDJCK^Y!<)25pd%OgyQ~YBF6@H-D4*zVYoY?yQQ~diD&N z=)9ph8NM_jVF0(5{<7|*X<&)f%SQumQ7y=;E->jKj%lvYY{9Iv1!eRP4Mdl-nQVui zH96YUtU#^>iL}q;ZB9-bidh0<7JbVs*>+BI=6K@u!?9>Khe?Q!9(4lSM8refyONxo zg|KcTCWfg=4}SmtEsAprkuhhLL34>mOyzj}2$JNrXQuEnC9-nkab zH5&(wbMbSHL%l4{m9&7WZs^~oFVEgVFg$ShuqRy{f};*SRM3Wp2Do+r;RWgY1|(^o zIF^XtU{a8j1oa7ow_64N!yKH}hI@~(m>~`^u0#O2fz_M*D8!@rHEWj0*3J5;4(GnZ z%$Z@JVi$wD&6}6(W)&+nk1AjggW$yR%DG$Fcy@}$x=}{8bF+h0ax?nO%}&ZL3j%$h z2K8F6c~t-GQSJ5u6budTG1}9^gR^%l1?NT2!@NxK!Dfl^3OU&hy~-SOe&1DQQ7tl` zWmoOd{i_?X=rrz7Z0r0@#}N11ve?Xz5V{#?STRlbD5(~$(Qa`x6i5(Sh)TYBE}1XW#o<22p&kM1uaOWL48NB9<6L$(9iVt`;*fNE9Mugi02Vf`1Zzb_2o6 z_b{=kMBjH|I)JtC@vpu?`m~5*-)6>()@=)xqYx5hHZ&_}f_EMM3%Aa1i%3XL-UZ6y z{Jmc25#!MthN3b#SN}WuLCeL3vp%MUoPG6j^M!etc04nd%*$pE={=G* z26=58;F4x(W1rWdPoWoyo<5o?R3k%!E~KR$pc9l=<-pA7&#?X{#l<~(^r+9skukl4 zwRM?QaT06Pg2eIJ??M|5(khigvLCc~wpN>Vfh89afiE=n$Zk)IO7}qe+}xKhR~R#9 z439(x{(_pw2I&+Gj?9j6n+U%RveRLT$c_czx6N5+@!Rxkc5XA)-k!eo)g0xA4;~ap z%kLN`Lz&ZWZn`RDuod+XqoXAGBfDy1uAeu8^(5%HLb%bp2lQQ3; zKALmI=N1Lgcfbn|;F5lh*(48A5>yczIEgqZ0FsRvSO~N2&eM`eU`CKp==AC}#!Gz% z6e@E|^A?{u{R~kJ%fsK_pE=Y|<|=gPaGMWOQd8SX9pZtpWD{fl2Cc4fNynG7+LY?* zoa>El7|N}yUY&nli{JBQwt={PM1bDk1N=+s?YK*Gb9E#Omf}Q4hvn!%bydc)%%O7u zCQudv5vsuoZVvWP=y8DjApms@48q$OcYAo1HF56Txs?z4I$SioLo%>`;JmgD7yVyT zev!$_I=mRJ_(bRYk%sTzB@P$Yv!3?FjNN|23z`m6momNZbI{1BX^Gj0wzgztS;iK% zv9b&Z`0067s;*#f$-}aD>3f~dc~aXzLp;fIb#;~J#>B~^wf=_^yL}L~qDY&eac(gx z&mATuPlabfU>1w(Ti~V9ehj?rN5&(HecNM4hG>?hWp1pFyD6!8H^s;F%bZb$HG8}5 zR8il_4lD;U6=<~>-1H)ll*gU)+~I72I1vz+Z)IpjU{KH<-ZKe+SZhGAa$(lD%=UPU zJSUD&QE)=vxkG7n?AS43h9Q!krxa2qtK#(5 znXx%-0LF;?+sVa*m_yK=OqLTI6$j+SZ~5Lsgrh0Yc1w@>%7wC+;?St!4sp-xJ>cFi4)8tHI0fh?Ih zS+tvXB6{7WXjAOkH4OB+DY~KNnP*PWaDBVp(2?AM~^vQAG$!UFw$4cG1hjUNxJgI9d89lqf zIzHj*_CihV!kUf|#v`?se*3krXU&3X<}TyDwmwNQ$Aq$ro2`x2jJoItw~$HHqFeT) z4cBZ=q&dnp^6XMRMe68{y@Aw)=N|8SSRr0KnFiV3^ly$Henu;Dqk0+xg9$dD0)peQ z4dzDm;a8NmEqHt9jtuy9n(zCKc@{=UM{uW89pSHs)Z}Tx)LsoQUqx42w)~s`uE9t8 zA-7;DmXlhOR|w{UZTl1+CwBfI^87Ltr;@m`IG>Thzbd-3!bNHiZ3Ud$&(#0x#I+oL zP4xUdL)Rz>C(u&C{K7f-!Aq=iWr_`owz08U3E;@%35ZL4j|{PzVXoqiq>5&*ncw`V zmd#{-{oZ(@Q1isrO@#o7+NeZ8tPhy_>8@M9{(V`QG&=@RsV>i`u|(zK-^lE}vk1Ur z`M9->HG(GczC0TSNpMu+m=TB=+5|E&T@w>!5de610T0%SA{#jmJH|3`#xdw{zM6tf zJxXK5MouZQDeUa*0QTpU!vR6y`tq}))S z^4A-oxjBJ0<=i+sC2>Y-;4I52ZwyDZoJ(q0-cCa4k_8;&M>#3muHBuYqV8xbHf3gx zraE?~B=htvH;XGz>n=h%z!RupC}4Ogib284?v9Dsj`YDD&RG;w`u0b*(}U)QOOucE z*)wN4FzCwr^_BkSaRXcE9?SvaSiZ*m&&^Z&P#gi<2wBsxTke!UvI62u;iTJK?^1Ed99_x2d*hwUZ z6O^kow6wH17*no)TBL9+vORSPZC6$#&`u$?Ckhq^n5-W*|Mr~iE!R*d_j68_C2d9_ zc?UUWXWkvcjI6tN+aiZ3aAlE~TR7L)*V+%)&P&YFI}2{ z>jipZGEG)_=*t6(Xiv0<{NIBGyimp9Q;5+#CZlZG{1vw=h3Z2nnazyuVRLPShXT~QGelt>QG?sQ|DQK{;|hzx>; z7Xf~0Z+%@l;^Ho!E^{m+;@x@vTzTKVeeFATyh9w0JDZg4ks6k(Br9dJnNzZ`x%Hd# z!M?#CVP$hLCvo@jdDN^@vLgJOaan6}h*@U=;0E;v(4nnN6#XN@ckfmbN-$6^Xl1g5 z_)C|%FjydTTA~d_(KdOZFVMB-*KTz4a~lcJ_X83*PsLu><8Og}d+EcMng_%2jhQzu zZg`)Pj)^Bu$Rawq&C1c)JMkGU24Jx+8Ed;TgFy~fG-csqHHm`3Qs^NR5tFQzl05+i zAoJa^KwIVErnHIEw?EN7a_9ByIhCIUo8h)-Q6z!5>O|;(K7Fz%l7+CBinRU4EdA08 z4EkL$5K!H_;7oz1LA=(i;Ufo(lMh`x%f(^`A`zqwLIA+pnmgS0@9b%b|4ea16CZUs zg?)^eaWnfIlr@}+9^03$Nb?2o4!6KG#`Z8sj+&Qe_ZKw5`}YEE+?O~bCcWXukIjVF zht~T0oKY5#7HL?l?P57)be|zZy71C_La@LqMKK|i5E`CTa>i9(>+zvJ%7bNcb8>FM zr4WBVz0ELZTwx?6aybX*zwCC%-(ZTt%7MSbM%4V;k46&^0pl@EVxlOS(J&HYH`8DW zOy(nWxyFq9Wv{&_j#Xb|b-YqIzIb`>wwh5|N3QI3+WyRFS#P@u6D)mv`UNEy?n=te zx??8JdMlC+ts8rrp0#c^%?orncfqUo+p9bXaLhF!8-oVac6BQG){veZFQ6&&a3nxb zE}XnogOrsZ(*+uf6zx6hcpUD)g3Qm(&OVB+wTaozel5QPAiFdGj}Hu4q%1~zs_Y+s zwqVq%0-LW7GT7e#Dexc(`lTEa6_gG0xDBZaYg`LO^{_{eAHP(&$!^1PxXph_4p>Gs zt%&6hoZ|C3)~S^oe;Xte_(-b%C$wCEeK7l1H0FY3#5)Magt#>hj+4);6^b;lOpyr+ zw1nB_-G(p0JMNsyVoy(*kdVJ-u{J#HVeSee*HqbqMgjY{BRjtO%fCcR`+RCYL&N8C z+5L7;KrJisTxcpGUO*Nqz@BgpH*x+mdD-1>adzFSo9lx_8ZRm{l2pPQkE|`LN!$Xj z4baT(-M6Z$ZRpySC;%mkH4UYPzE)q7dwI#HZl&X4NIgITzavG5H-^C1-v98WZ1>!Z z>Ly2zn|lugMYhNt>~wAa48S?T=W4eX?J7cf0NM8xL_3jpAv#@P}@%QV>G-J zgeMh0At$8>u80B#q-SdEH_;K&Lsiv*GE&K6vPuS96!3)bJl1AtqIYaej5p7!pKH>A zEyIQn-%sfjSu&x|hSN0Qt;)m2Tm=cjR4AUHfqHtILHmzI zKUhOx1T}~qv0_Vx{;7TJ!4vG;7gQ0EqWecl=^5lzBDm*22M*jDML(_wlL+<0tgYxj zA`x1ILes3M;Y63`i0TSD9^)N~s-0r!2U2AUZ@Zs{F_&f~x>ycxHNZ zQjO_X&PmxtS=oBTh!MyYrcJYE4uuZot;z7=r%85{rcQCyDeMjsolkr+p?Ani@g5T| zqqIib0pEzGOvb;h-E?8c>6ps2%p>ED$767Z4&lW1Nf4d72!rqC(U){#0 zOV_SrO%85Ht`(7R>d~1QhN2gV){1}mbc^cfeoo1uJWYgdy1IpLwM>0OIe@*XyQ^&Hle4qt$OukO8Ou#&4ibg^RYg%_=s^rCoz%#mmo_6CvRTD|M}q1~v8w9)sFi4n;KwTkFQd-nvm zk8om;=vYCmu@MCd2MM*P5WBG}L?XUaosE^0>Rosa50v6ixHHz6h#lfAvX0Nf8v12n z#jAuPNw><@{4(qt)x4xODSMrfabsQCoc7n=CEdI`rX+RNyz&%4XAv=BgS;Keb;x@p zm9KV;hYQTukt;GriHN=+b*x$`%d3O??tds0uchvl)6+k`%C#8KCu0Jv5)iT}y=6>O z=KRmQ_}9-xhTVh)ozxDpu4=MIQ3G>tMPh#oB99IvCj&d(-O0V1$bZl|XVZ)CMhGRM zk{k)v9oP!l!nnnY4Z&EP*MLW7qkAiw$qG8-CRF%)GzId2ZS3+Jbe;~!p) zjqORgRGgU;yrKAA;E%w$M@H1d{Y>@g{jo(Z>O~G5#OM!emW-6R0eabU^U*VZel=R& z2L+$0nc1lNO4FJJl>}q(8(nH6GI*LW&h;`NvpIUmWI+efShaI>t12)7d!pTUU+vG} z0i;?&bDzx%1DTCv4IM>>AkY@}+A}~>3Xn-n&CPe-y~})Cb>_`|AMb|D@wKPpH5!Xl z3@){?3PmO)Wc{K&M9`c76~-$+v8yhw?12`6^NYx}K>DoxSF@uHGX052quGRDh1sON zTY;Cq=uJtzbjb#(5NEQKL}*~_VoWy(NqCZ@knysfK%a&hRgnZ)`}>=az)KKFqX-a) z98Xa+n5x%DsLUjT{>0nOC>n>w>SnD4?(Vh4oi=GSnv_#XYt^L>)4bd+duN$_f76<{ z0(fMbapQzmAP{|vlXL%p=;VVM|Lr3Yl_}}6F^wrm$uBK?qZV3Ym_QMA2ka0H4oyEE zXRTZQ{Q2^xL1tvk{E$lnN@Zq71sS*BC_(6_sKlTIPnXQ#p75MhS(`F4*2j8E3F?Tj z@mZx=lHR#At^4?|N!iQOYui#E3VPJB4Box)<-|X%CH~WIUyz@XAHtKEm>8!*ONlCj zbux-9cgoK0UYpW3wIeedXnhqblZf`PH~}6L*d|wcexJJYa6;Lf^&@I>4DKFCU-@}j?16yGD6ZOx z<`hVrNJ`o}$N|1xx1o{OnvI;B5z};BzeYhxeJ3u+qSzM&70Zcko<|15G))dxNA4I; z+Hg4iOizPJK9-BirKa=wWps1^ZXZMC+JrmTAl8Zyr1HlFb3(F1Yv`2}q&%SN5Va{8 z3tT&u{PrF+BXP!qs!8cj|VF&dAPfa{V&H;j}r_H*xU-j$pg{%sfRV zL874zo(IiqU()T7!5Pz<3Q_|Zh;xn6!5Ui35A!rQM;FQt{FH7N6zt8oTh%ctsFvua z(daJ_8?D>w3Q^_319h#jd<>WiWS4 zeWZD?t|UfLLBGDs^{Y`R-_cH7W}3;xRSO;b6c3S!^AgI*yAYbb^1P~n1jC>1sym!{ ze?LDgHLcN_5oF|dVQvQHCXIAoM(XY4*}#%KySBnBmgqZFKQ|+=X+mi8oj{Ea;u8Iy zPpr1t8X#0OqgsAUM;YJ=wm}ivWH2zg+%$^T*2%2Vta8tJG~}pJQo^`~fu2an-pc3B zkgn|^Tccpuub&NQrYJ2A95|4>tX6ao3Ld}A!B->K@85qdj9~VVG80^V7y}!3Q-iy0 zyRM^7V|cA;m;d^yme~Ki|E^B|^;hE8OIGa2%_`$^{>Q&ZmaLQB_CNn<8WnWDR<7TF y`vKFMYj=?V|F^$Mt5ide@ZbOD|EUjY(fVYgBv)`+?%%oEwqxyV&Re@}{67GU9(;BH literal 46266 zcmeFZ2T)aMyCredZ&zp0t||M{!tRCTq$Is5GW?kB9Zp7riOuU(PcvWaOEg+kdv zz4*Hfg|arDLRqc!%X<9AyoZ$u|66Nujw<&HUXH)q`U5|2G`py5L7~uVk^feOi-+k` zDElbX-_Od~`VF?&smV<)efc@PdEfo72X5}?eEVHxcz&zCPaoe2zS4E^(ODX@ndz42 zKWBxehv?q+z27HKl}wNe{x`2do@jf;yYt+> zrB9zfUr_H{yJ5pIHnzXspWx)YqMNAv^XJc8!@-3=o5PcwEz#i*th8Sxt~EzDj}M>tOJS$&*B8Q#zC9#Qe- zr1$08x|Y`g0kQPr3)hwxdd0i@`s@_lthi44mZs?ITB@U!d0JeS7axgDl?DX|kS`t=$r=Iw5!9f8?&w)Xu@7%_HH&i#FMb`j>=!!D`H(eH#smg*P10(T^plXlb|g* zJ2zKUUVhb0d@1b(i|A46+-z@PO_UKR=YZ_wmIjg_z3o^r9hod1rQVX{en&d)A;SB?b$Bu+L?r&y`uA z=;UT!2bNvCJoQ>We*EZjQtLk3k>kfpbT#QD4R5q8I82O}ix2$C5%3bHl$D)5Ihs#z z*jwgL3#kgbI?xvusBq)P+ta5{x4?ZF|&Y)UrWN4{E8>6&f#k|Yz_bY&);gNaJR$NGp#esI__s!4@Dx(4eDam zRnpAf{kDC3vPp|DpHY29qc{(b>a;uBqDwQK!cKEZzy0>x1i6$lKOrXG z+b`9nRa1<mheuDd1Sy}O&*Q9-T69yQ5`z?rGZ03xp{lv9EF{dQ0{PpQ+ zX%}hh=~<#h9i|Smvr8bS%cc`@m*xz!ry32hWZ925GX^=$Pw9Vtx|5`4&dhhZWTS@4 z#_7gn!~V+9XXF?1aT@A)kNnT?pC@Y+HTzhXXP)HD_AsANiqC6YZn0^ru_zY}!~M1z zYLpL^@~VxH4I{N7Elp5#d0~8Pe7q{{PUj8=hOqo6^oCgU+QkPC9*jpj&5U-aq??EG z8`Z!4#Br%U{KjN$j~+dGX#+h=^%qu`=oI6oqkMew{=!zYz`#KJ>EW0} zy>f#>+9CU{SCUCKBN`rDnoBR@o?R&RJTY0oY+A3bN1?pju!cer%zm(eo{8PP5T!3E zC0W0!03~Yce0iXF8>*Ouqhpq|11{e6<;$0jlcHwrck>g1gM+uY7v4Iqp24e`teI~9 z+04d9014+Aw}d`7-c!nRnce+c&;`0qBrtv>aplU3>)G~J`9}QA%d_P!Msr;18P(+I zll?WWetvrl=ii=vuo;IuJ>6`kt5KkpHXq&>a0iY*yduB^^8A3MZwZT$GyDczFY z`6o9YF*A^iCUXOIPI=(Q?T}&xW`RlLW^KWr8zI*qMzwSycAva)m#wg^O*2^1Ev2D0*Tsb@kfVPpSK|5ZcPI!0CEh$Fqf?9;f;a+f z&-L~7ZK9{I!{H24%P0D((oeF-0Rmns4|F%R{Mby>(;ODFBND@@~*kX@5^V^FXw%kJ(EdIO|7fn zK)fMWE<$EqY;ydghY#yp&KED1mX+1MJ|b(BGTB!p85AkrVsQH0FBHn24BMYU2#N?4c_oMG;hINu3`VsRv)x{rV|-26GdA{7%g+EyTpjb2feV$?TG?f|DK$>R@#h87NUw^`hNz^P#GqIo z-nZ{l9X7sKzmmlR@DYKBi;LmB7RDXMR76G`V3I3^$YdeR1^pqXVAmM`97sFCl{ zlP88K751YaH`E}kNLwr|m42*+BFWxHm#%t$^+B(7F(*)B-(B$+?n9o>b-7>N!Ng>c zxQGr+TVmjCE~*Uh_V$ij@-z)koXGWdb8}Po)#1Oc(S+0O8C6>Mv)Q6te|D_9mhoEZ zrY&1)NY_tF;w7g))RdYV+}X9uUODzz_ng0|gF>b2=Wz=<1LQKNM%L{`JCw$w>KREl zwYB*SYmb+{Idz`hood{e^bG-0jcOtinI6AmVo4>X&Cz9~E2H^12S?Z$zBQCl#V-dR z;!=Z;(}j!7ov*)sSoT*Wc;g41X9o@*^gvZkx9IIh6|bpJ(B8{wAK+CPDkVj8M(spFUm>y~4>MLOFO>KM8Z*vmR6;jZVa7 zSPr?sYtk%;<&Mbvg5rEf@EE6%kTOj!PD7L`gQDI&Fc5`Xsh;bco%aRM`rARb(?Lip zMKtTVq13jdJDm~(*2SquT1_6e#vGs5(bHo{d;jTLu!O5f4kyRe06A;xlzfNH$l`-} zt10a)H6hgP)JlhuY`v-+=SBMy8d)Yf zw3=I3RM8Ge?fCWAw`lW4H8t{B^6L^3688-10a+2O#*G9C;p!hfeymdW)!fReMttcf z{a$frH6(wH$1%mh0%7Ncv{IF;>5ra!Dr*YFo$4ML;mSX0iHKiaW2(#=^LBpcE(Qj# z)tU^?(7%uwlLZvYnWgykNZ#r2uU{`pdvjkP)xNT-Nqzd5BnfvEWkwn3XHIu_S8&$OViE}L_gC!>W;hBG7j z6&2crnLVH!FUs3CMn?UrrA{|-CV)BaOPQ6IZGS}Ab1n{yIn0H?a#s?)p!#0B;1uG@oTsa`Y z0|jUrLv!Ume8mKkX}gK`m}TK^GwUWcV9g4Q-JHgS-iL-VVwrhBbGDGrBS#9r;4E6E zv822#_CNLq10zVF#636fE@DKwb8EOPT6Lm!*E(DDmhpkQ=*ppljZRGPUh+7qQyr(- z_J&*M>79;G>wHfoCMLRq)ii|5MbJ8WdKBIcqya1io3vy+e)8nW z1v)8M^pqUwHy^$Tf}RBa<1cvUQ_nW;_Bb}=1L;;t`c=G+GowMA8$id_81h_zq+bel`ug=f3; zfxAhoA-Rw06~sC4;=+XseMs(_j}JCL6;Q73rnrQoTSVUJEFd%q8S^w_52TADYn1>% z6J};?x3HX6;xnkOc(`$UHE>E0=SHYhGx^(adgPTCkw9t}9tb{jWp z)7Gt?Po78;sRFMV_e{sx4`^Z`_%9rq$_4eU!>d;x-;t4QSQm*}dqJJ3c9eE5-HuO> z>=D0DGd4G`TdQ=~5^GB{aWq4y1^*FsL?!?6ma6BBJoq!^%JcG#d98nL=iudWe(yLi zTU1;Z6<&PAT(iJAV(LK?gB9b2{&PL+bWF;t>DFjeEKav+R(I!Z92L@fR=%?I(?ZZb2tmJ~CjAXmf3a9|4aKh0Vs*St*Vk6pk;wYnL|t5`Q=I5An;ZnzsgS zr~uCa$G#+MlcFE;M9qJZt|W5ajdsD z*l7eL9J1bmgbkiU$WZdAzutKFRY_Olgj(7)-0s8Q4Jhr80VPQrEZItwNxxrK?Ru&P z!9y(_v|>z0r*wC7yL#R0 zXBf@TFM4#;48q5i&H~qC{pMpjpuj}-pwVd6@1=c7a^SUO`Ad9z5;=xVXPbPFM@bOp zA;p}}PJFlX-nQ+%>0O!{xY--WLVZ|{?G$`~S`i@=dWi|_rl&kG&`{jHaAJdkM=DAv zGD07^9r;s>HL9P}N?dPZUA4=v7NPmt?vN~tyl9tlWny@7f<@oLA)VpU<4KG++1-zn zGfM6}rf~dq=MFxpukNb#RRAVLheN+#I#^uf)oj3mE<_0USaVz{+U|3EO$X}}9tj8VaBt4{QP`zTiY^y>`Hzt z2`l}zH|@)w)3(=ga&pF|r|Td=8l|Xb*tFK?dUEPd?H9{rBI$8u6=Ad)0!?J2K6P_L2TRHM-r0Gm#a6D;i2oQndx1$7i6)ojC4fs>W@hI7`}cWolqobcGy*wQyQG?GBL8IT-q){Qz2i4- z`~eBB0=Invz4|D$qqwZGr_$1PF^iVtDOgW`5t}QhigM5*ChN7`lv9bkSbi!MEE<@l z@6#hX0+vXhK*s5#{$09!xf<=N8o)iX^GiVi@>QO^1@L5IvQEsT5Y3|2hL!!!uTYo|#dkYlP*Ps_z zs?$L(O9<0AKwm^Yt!#OdFHW}(wb--s5eUY*~EmUC}b$;x5+8VrfnJk zj*5sg;LG6ZYB|G~wQ-u_&@xrrIj$0>9zFlp=g(xx2m%bc@T?24s6}_<;Wp=a<1KrI zlg>=8lz?oad~*Q&2SeDd&t|_GU{q%V{vRnD_5wddHzeu}fO%vVy*?6*Hr_Dd%V+4x z)|Wlqnz%78gt_A~(4f(jGT`b~Ru4&M}n$=A=HFZ7lN)`4vr z>)wOHDT68}XK$ZTDuy6_?d$6c3aE$URvwGXI^g2slIcKClFVgS35f&nAZu&uoOzT3 z5~l|B@$Vp@9YtlqVSePy4=46{d3v%72nZZvV-wu$hAg$5o6rYsBDh%7Wigqp@0BFW ztP_XaA9%M2RmRpfEq@587m{@iLcTgu{+O@v3zlQY6=VI_jvPD~{PI|`VzPm}$KmUr z-j^Ej58z`}h}xZd_86sJy>{)TbeeTv<)P59uw(o7nsc4-+E6`$3sS0`EYUddjX8?bhAbaVt%J<<(qIagFxrT}T=&?48U z5QulqK$?(Ix_9uIzAH-i1Bl|#?7T2@$Jg0~-*Y@tGk3{&2PGTA-YSX zMs|kva5L%r`j9md!S2$zV6=SzlO#1>$K64cu~X*;6U)bH+HjSUZY;@$<&fF17Dl=45E7RSF&K>m`M-4@hTiWj?N-)6PL{x;~v(VoATQXCd zo12qv75)a@=r-a3G*=#qyV1E99r;hBG7`+vb>3H&LdXd>&6zEjvj8LAfe8}SNPS4w z){Cb8-h}Y)6?0V5be;{Bo`=Y01uT}ixVW&uMtwrhS~fkKa{Jpklt@_vgGlIUCW*#i zDu@<&K=SGjI>nA|%D*lxEzve9SZFbyy7>?xw`1o{9jA~nU7TZMj+4VSxs^L&!wT4a z<#uF%K`F7s*$kcOgvF=z-0AHefVf>2z{rCZ<6*i9Zzb)uCiv2mx&lu zhWv?%ToCGiUsPO9C6Gt7)#7;Iay9sDO|qdPgcK=fXJ^7l35X^dzmQNv&*`kJtm-6v z+0c-Xa3D2cJ&$M4o{@nI`rOI7f$jf2K3;o&9o_IuW7`#!3o;{Q5E6*wbN(OnelD!>+6-|W7U-R3R_-7Fitj^=JsJ4c8N;8E+_XIYR1SVQ4)36UIUp; zaQf%URUZ`rNRRU-+#}s3$!COf5+1c4e0ISUX2zKK|5>gls* zRTvHEaC=unJ0}CuZwX`lflanV@F2n$6h+Kdt%^!YUPE6#Di{71_>J(Nbz%Z!{n8lT zJa2yQK(YCeIg%s$VEvXPOa)HYv1O>|g2VQ;%-DF?g_`YJoy+X_Y~G;a?pc?{&-wRq zgBF}0uS#;xsI2{N0cu1mibjRR44i@RNj&gzxFP?_}=z*i`A)(xjMPO z6|jxAnYr97$-7@Q23hXyss~0aiWdAJ`VSS!sZg4A)+(79JUqYh!(G$;YybYoKMnN% zSwiq1zt5Z-A`+CBV7U|{WjlNONd2n!kg?TsrbHt$r$_Gs){*InSr$66Vb|AJ1Q9_vkjJ5{hMSc!nVnbfRr-~D17Mrqloj$zd{AY_ z@?%zdJF>MCDsof1Z7kGNZjXa>FR*pVYtRCJ;$%4JyUBa*LT zX%r!H$pb;QSv_waw$U1~5CNLPyh<38ns;tP7tPH-e9F(~gT4#+K1?svqxrGL*0kAp z`erGvJx_D*D$nh+I64_xNc#)RAC!3hl5KLJ?kc$l5-;{d;8eRaMo@x@0uHS(0tyg~ zjG&2&0Q#&Sh7z}i<{J&;`oPY;P`iX}hNAj;?BF zhUxFaM~AO3(2HoCRjW!q$Jm=(r%?rhB>(Q*I?@Xas>5HY2jV~m0DX_lvvRrfPd?39 zNw_ns64rZeZ^&`Vj8up@ih%dEmU;t&#f#I^Ryzbi`YxhnR)SN}#gyS9$%v<-U_MF& z!{Guq);K8Er0ZNcGGVc4?oG=;&z2IGay8O*^Y$p8$%xIM*ipyX1>K z39$(}b}d=8wU|oQq?&3Dj64K5Al?;J{bH?O;5^xnR07@Vk4bHn0Y@cm2L$PYgan}k zG{V3vN)T(8XgGJ%@$ph~Rl30*ZA@C#5wc!5qarV^IJi=NEXT?K_u?(cyG zv^$yp`h;M#6VobFzy~Oqwcb9d8TONr3kwURkYqZf+5Wuw=+UFXx;jM`7M4im#P>^! zBQ7G2xk|NZL@f(&p3`5qZe1Z1d%9i6sVMz+!>TZew5e-fy7V*$UIfsu<>3Ugd|bZO z;+)mwaEmIW_>#ntm;ue~g|T8EUVR#nWHnYFEsxxJdrUc#t%p>cetu@C^|nb*$6^q* z)VL)>-fEy$9%>F@v5J~b@`Z(k>x3DkL{X3`-LHxrfttUFkuw>HfoH!*+8$+N`<*Z| z2ykpvI22NcHBpiW#N8NqBse)aalPJ16HBZ?jApI|SJo&Q71Ip&{rp77br?D)K%xTf zS@-wvL65gEU&`1Piy~OtV{=GQP_V7ntEuw|hC=^=8A1atke6|BaX|h%_U?^A0uK~(H7FG1; zU)vE)86!FK(M>$u+|@V-_>H3U$^%Gr!LR~Ec?iJ`=GgR{0o?A*o83fOk@Dg^D*OI9 zG*~jzj!{mO(AU>Ls{A1&d70TX>m8;eq)HL{2*H0~m9DJf8n_W?b^fJ70T_+|+0;R= z1-?B-$QT?cQ2`FaLLewhDbs{d-nBT8XMVtoOVfJhi3zSbrpdwr`76>Ykc)wADBw~! z5x<1YyNu`QnfWgRO7R;*ZB!U(&33Ul;ld75NRw;l`-}zP)vsg&QaB6B8iP`Fu&S)V%2wB!^Ifo{6a8CuCvN$c(ZB z$4Df!zeuHoAdJ?LZCu&&!fR$BoZ-va)hfiS(CDtbcdz-05%4&Lk~q+)itw zN9*6Ty;?UK29mSj{&i$pbpODLEU-9HW#8*>6TPa9jw|aenL3Si74olAkddK5J*v*K zvmp1nwY8O>PZC!M&gCQKl#wjT&tKaipa)K+fMT7rK6n>b?!t$yET_XkhsfZnb_!O# zaOFf@>rUL-_SW%EMe+VHwx(o1u3H+1gA7I`JGPzU_}?C=k|T^zKU@V`8>5aB*8tjHBqVqKL{7ajzawBri1>2OLFaA{MW}G5<2v-afMtAyts?Usj#3X@ zdR+lw$XGXwjO9pj0ODBnRW9dTutayGg-o|Pl(T1j@Vg4;HfUfrA@lsW#c)WET@tBnEGwNf)7^q}s6! z=n^fZTzokis-@uOO}NFfZ+!yn`;TN}Xi3@+ap^!q3NFiKF%QnrvS`}P3yL{ zIgY!sHBH_#kw;SjrTq%`qxY}mx0hZYCX#sTb!i}x{EQ z3<}H6+v3Id>(ZT~ZsB)GviBt=C2DJq7w;B`)3;0np3XhPmp$9#OV}tT0dded^+DQ+ zD1lbai@FAqE2PELf79bimIA}y<2<3bv5f+z>OUP{{R!Cxx0pcTM6m*Sy z^LbED{*ectoW;pl#*F3kxgWm=*nZzgfHFLX$tjp^%VQ{{h;D|7AzNR;!E>25BeiIC z##5pIJ#b8F8H-r-JSXKG$<&=fXV=?9%!{P6F*8SfVR0DTTE5vX;o<#M=c?u*C0#yc z-G&zUdg=x_ic=tf3O74{|Lf1y#Jx3%Zhsq71_GyuzX?NBeWGAv6q}RF_!CG!)mcOv znwKsH{y^)uAyDxT>=mLlog0{qP^XoSczlle_$|i7X3<1oP3Z^G)B*pd>_He~P^hdF zzL5?Asm!Xsni_h^;{!7w%v=$A=A@NH{jED;byeGdTyVqsQ}~ovzFbD<2YlJV$QXfG zFZCBujLVseEO@ckP`zTQ_GjoPhkseM5_C~ArhwSZ3zHzq$0g7u1=t=5ubv(6Rh@Tb z5mf;y#Ps9|B!YERfz{ENN*#q>ExtJ6zOcBslbPAjKh!L7BzIW@z>UU+S%@YCLn0xB zF!Q8?-W=~MU?Rg{;?wKGxB|Dg@p%>cv181mM_Fix{Xl@;tUWQjsU=U*fiIt2X@Ha50$Z}CG?o^rToQZn`mn&p}J-FK$zC?#MJa0p0G z8rAhW+LQCbPf5c6DqWK^_B^`aId`ZJN_}cmidOz(k;pG&L-sGuF;QzJYjM>#Q;p#= zvwPu>VH(!3F$qUL10E@FW@Z*JeTEjP7{>{l1EkdfSiP*z%H#MU%+m|Hz#p>EZHa1v zD-%}BQl~+xl8aI}fy!Cc^D|3a1(!bo%Uyq1pmR}O@K?|2v(v*ZLn%V`tQhs42R3g^ z(0-Eth2N!o9?l5LnQu4Od%7#f-?#_l_?~#_3A_a3n}i*_e&LQ0xA&m#1x)Bk-_5q4 ztc+GpDF`@)_r=lZ7N;YRhn+i zAu>ay6qj-?-%o3(u7m_EPUkMmTUsWSroi@tR!~YjU~oQ&XF8oQRCj`>kBof~B+>gP zN{P!eI{G-~KFX}gnaUCpk5f$BoSRf!+=y073$W{9e8RJV3m5~IqQ*H3laU7?Gq-WO ztmiW`GF0L^W1gj%wq(?F9GE2KeRvB}iW|M#zSC7;FlXDaE^1J!_bZ(a%#zTiua0C- zYXq#APFps+-ruv~kty(HhVxpQCtN{``KSG(fbeBlVayY5+b=_!O?_J!+VWo^Q)>6fdGe85uH4h3Yq^7WhVk9aB$RV6q=7d)|#A6ib+c(Q1=fc*QJXWD_}D7 z8JXrG5!8!aQDHWdPdh(nJX6uC+X;Gx;q765eg!f)gxLBIJu604k!)ch4!kLEa9|jU z!Z5rs1haq|?t^|Ggi&XkJxFj2oxZA|N_jX8NQ7h&kp#jUsH^g(jT^5cSJ3Jb9G5?i zba#gqx^oca43rK0@pWoyDp?}XNEN;3%2{JY$Drd@jOGTp6#Z(Xp<JAAeMpSC(|ADv|%m6?e$ld^6n_)G?;T5zi7z-4k?~wYL zIbApMs%ddI>;q&Bj~a3W7X=9)_855#*8-fTlzl(p_7L5tWJzZwhEcSBAEH`l^}YrC}bO4nxyw;$u^y>3tQoM_J@A*7Gc~F z(;)lO`Cm(%iOp@F6W@d})fpbQv6&9yTz6sLfdijRM1`B@$L1N=w-1Bp{vjdFcxc%Z zRvrIo2CeqEj%IHQVPAU%cTJy?T#NmGmT#vI^-=gE^tuEEZlVg&rnF#Dt+HTm(-94CK8yIS80dmRq zpdYZlkX>m2o2FGZke3KxfSL-QESr1b>wz>PU`V*J#GrHBMkR^7_U=BaelTk4uADvn3e;kvlVt-2fe;*dJ-#y5rF^CPPqck-*+n>6?1mkd z7pJ2zoTyEK$DgQrL@$Ie5j_Om*Zj_%bYoGJJOWLyMa-yb2@=u(KqOB0*w?L#X;70QCt6%bl=a$F!~$kOq4OsQ8}jV0(gxfm2u4{e5q)Dg6@f z_w{Gzmz}$J->x%R(SS#aa_n5~Pz`tXzgf9~ly%)G5$!Ipfui`?WKKc%QBCdb0lcxv z8fgiaqyZeWLpb$K0Y8j_4}D$iib;n;o%=AZCM3LgDxD}Wp7U9cWAq=d}(upN=LHXu`EyNrlk|}9w*t~{c-dY>pjU| z{4Wyw!a$4Yx$0P&OsGjF$?~LSSy{ z$pBKcngl&9Jh?g3N$MXAUzCh9h&e-T#Z^K%qqQHr?CR;C4+*Ru&Kyx`iq*)D1RaY) z%#v9d8?3bdeL8yqEO}ilVbCxe5~Pz{dU7*~8A4Mq{T}J!{retnddL^=cM;>yg1p!7 z=_MmSbZ|E6{Pc*TuI_sQX{QE+^$mm=>$59!W znVc-yj#FiWIVqEfb+pxSD)}EQ-|IK;zOf~qjc6cb>!HXxBoL+(A(81;nyRz->UBWbl{xIx-idQ4{q9~`ds4kZQ<*u?!OWI zoHF#Q>T}~@ab8yL`lCTHf9_wi`_$Pxf85{Bl+?NQ{=;9cKR)_cxQ#XT=n2NPQqdQth?XU*G{J5MP;D;2UCvSAGmj-L4F%YIf=bhgWVw$dx-HTIl+O8s>;MHRdKG>X3l zKELcMX8b|6$)71>@1}NBsb$aHvN=O%$B%A?iu*=kkHD5CN4j_A@0z%#SKO&@EB?02 z?(kVb9Cy!cU-2jNj6y3saIjtJTcTH0LtEQdk7l? z{4o6pAzpZ(=Q5#Qzi7-R9%P_+^lC13YkueraCi?vyaAhM%rR=}#aJ@3?hdJ4MiB*D zS}0cj=0!)+2VyhLv28sR+d>${ogH65Bs)Etx2CTpbDF(ZUQsd3WqHXCgJqtZfBiuy zJtT$F{ZIDL5UvNXSxnOynukSIoMtW=jDe;U0-guJr6Pco(RMjGxh_ZqrMOTPRflgE7(y|k_ZG6y z#kAU+tpU5LED9L)ZlQq-EsW;7v*pfw=K26WxG?6GTOz(ZE?!sGrsJhP7R|3dR!3SBE`k~1rv!+22;F!jS5*PL5 z+sa*HT%~XidMwAzoja}WhqCp7bJ1+PmW)kIASMay9>LG>U3uV!b5NmQct@+Ia$-Sm z_-BxjHyVP~u(wt7oiE)Z%S$5`h>$MG0;MRJ+}M(_FrT~Z@B)rnteRt&Hff~wGOMFk zD<|E)4vwGu(YCZ6L%i!F>8O^GJWI~NB~giP#2yJY84(*>=9Rn9Z8=zfN^`Ma(V|}K zNlm&8VLCTd&FOI%?1L^UE*97wr(BeZaF#BMiH>d#O6L<7ke^?2La1`%Sq5J*-=YOB zO@uWV#$}Jqw=Ij+soSU%E)}@Y#i4q~lB_)|de9ln3p^tuBexVBJ9f-4wa&(*v|PG| z-?TMr>gN`L=9iKzc5E&Soveml9L__Ano^J_%`qG9Rc)J7n8J>F=_$+M^xpT7M63$1 z)t!bpl#w~vwO~|ck?X)Y&hkc4&*<~m&Mnnj0(W59lb{U+7q2z+T(rV2;#Lbo&#kr3 zUE-$}=il%dD!_*9wq-bm??ÐR}c)Zwxwh*F@tItb?b!aqI57MOw6#^);tj_$PR= zxIm;!uPL1>5slvz0&eIn?&6G$^B3-P6PvqDBR9&|uL+@Y8m-`n$0g*k9!dLh0v6Rnvmh87>S zH!3o+2%19`wyO;$d|{!|VBP9{#GnzrecxV}g`akSDi#>+)V(-??d@>h=%HP{MBK1Z ztsC{j_E^_zd7rj3SBSP9`K=hThz@`PBk%2NLrRFf@g85(o{t+?qpNz2Q(HW{TJpBw zByOlCK8!yD!tD*8j}9a*WynKQz(AMZoZJtCvmwrSS2xpWrD> z`0n6pUt^}!eRs{)uP`lmp`2FNzJ>w{w@6tQ@p&T>)7$UUnYUQg>44GqL3IJfc>_vO z6EOt-qFeIj70R|QWB@V*xB{VE&8kM;s-LK2urM7KpZQ2{4$ji!Z_`@Xw%F3veV>lA ze%}rPi|ZBEDy@@689^TF;T(OVNdfjh_Q8N`p%Q4Zlr_oddr#kT6{Bn(Y}%%e!FGbL zIMD37m73J_)ZssD@c*qZ3*3nd0|Dv6UH=N?FN@hEaXSVD9S|8#(>|X{_(QzEE9o8~e=VobZmGl>K&D$-BuriJS$KfgaW!TZJ_-p8C)*hs@}KGpU^1VqjvVc9RN~AtAKKd8VVU zE!PFo9}O3~Y?!yAnusl~Rhl$I%?c%sVmAP4pSHzeo0XUav(W(!O$S|Ljz3Sn_9~jl zfEKnu^nrE`b;1NG0tD@XK=WV|njcKG$loHsE9Zc>QkvG`G|nTD2{7ntanK}>ybm|0Nog{fE!JGByf#D@&WHi0PyyNQvJdYO)9gtFlk{#+^2iEEw{a~?P$EO2G;OKh zkN4uX9eOxv1_a#`rMYNed=Y!zM}!5embBdI(>* z`?Rgu3k3bbcZS@rsEQUSJ|vEqV-}lx#k^2P4%oC6P5NXbQVi*hMayo*_W!!E;KDrVX75L-C zaEk~=L?%BJ@LNiXYHc$4^S?#p|1Dwv9SWbE=#Pr)fvx8<<`&jy8VeYSU!{@TOX3V$ z7W~!^<8d04_NtgW=LJUfNk=40g~UTsDv{#KevMXfh>E>PzEC%HP^4xX%AITT{0YKv zwBH!tul3g-+w{R!S?s!Aktt5*P>QPm5Td6X!aq~E2;O&h=mFwpl=Npkf2-Q{ALU&! zf7Zo)3p87?(>5_6XygDEfku6sa{$#|dwIFs-%GC62r}Jd1+-TJvzmXT;C#AatGpVg zkuBB{i#JeGxK>Bor~L?eHinfJZd;m49Y;xLr(*kxA2PESd$h~pPBBO4;5YLkp9nND z`L02~yimUEr)rXZsBOM=n%kr~jjfQ%;s2VAlwwlbF-cC_uS&9drh5C08nQ3U0=-Zd z0MHIvIf|S=%D#Z)UMo3kz@*0}gp{|-UcEbc>NeyW0*)S=kV<_clPzy=AWvw!F~2V_@(F1rSR!W=m>-}$=?3%Z=;$b8+Q!lRcTk_dD^K4x zSDQKp@B3*EKeKbBSNdBwM!ZucccXszm-zk;f!tZ?ocWfK9%QcZKjOxfDdXPNM0M+i zLkMnzAEf0|QVg+bg4ir>(PW$&nvs$5PL(Woy@~QUC3@0##<0r0Qkruz*rMV?K)1+X zeExbXNJ&O_hgXh3k0U6hnQ6f?_wMv$wX7XVDZdK#Fp>lHOX76H{H;|29LEZuGw~G> za*Eq|5FfJr@$LyX2*JV+NpXXJoFus=BzRD~t167i7Z}yy)}O?_-)6`0QuGHKri`8V z_1z&)gi|~ckUU+1q$})IB>P=4)Wxuc`R%_19VLo|Gp+r8WA5^_%knh)z~B6q)gQlK zLW>cwTzSA;6RB8(fZJPEr0YEEa_MHe_mPoDA!=NP*|`$2L-+@eZb^MmI*cUc@ml#G zzkx34MH6vn#5Z;g1ulOW0+m52j5PV;^M%*yHJ-4ce&fX`fLUpK8$(s}Vb4B+wE z4tkfFS8m&IH8%{?RvR8ez=|C?cC46yS@_ICrtU<@HNH*J&5DjTit=O%_H=AF`2IL1o*ZMtr+`Tm$*s0J8{hmI3ss=$O9c~{( zL#~V;L8Ks}DqTj`chAb)GxnUP>?`V#1@d1J>1ZZv)FkJGn zeYt?%Px{trxJm5>Vp0hq>h@GMnNZ7MV? z>om!eFZRtiGm38~i;`+z#d-Rc?+!A?G1%=F5)>44CH^%Ve3ci+hRt(IOR+6>etjo? z{t7LO+hu8it&peuv^%MDfEUrSb$CdMCD>D$XrjT3af`rtwXI;-Nk$Facu>bzc;7!5 zHGFWheo4Mhm3mixA0qG))GTl(Mh9TWeo-6rNvndkI514Bsh{7Uak1Ok96>9a`P>X$ zfKkZ&)^Nr^>}EXRNQ#~;=v$5B`;Whb;%+)2CW{D&X~{W)$-XLYYESQbgSK2Zph7k( zsXo|W&Q2wTj>I+aUJ?8&fpDA{e@h@Wz)=p2P#@I{)Qf+29B^@qM%xO9YeG^9mwU5e zlTd`L&G$b!bOHGPg$SX$3!vV|^6=mK`f^JEsj4Z}{{hXal{BlQa&(8dUug_#1iAos zaeiiigv|Y>bDytx2@a)eBk6on8w?A?l|UM+7f`NkK!uRI?1fKSHw>Ugw)}8P#}~8* z_k(T;PY|$0#gYGgDOBc*kD@ci{yXH z!xoU-7bD~%6U#9!;Kfb4i0(@Zf!md^e-^N(J@_x#3YfeQ;)lhjjU3f4_TpI->2P0> zOcS1u+*o9ApU7@^jj4Ahw>ggcwv}LrKa(In0yY;&^bvr&Vm$F9u&X818Qy5p4?jTo zU|VT>ME1#DoRY$u40}O0`0!8}8-ifi3IWM2P)c<%k0sJ3?G|cuk=B#Fo|xzMA~s?d z3-bRJVKWvdP>sk#&soLA!u-rH8K1NU`9nH>U11@$U?G)IF*Y;t9wrfh2fKWL6Il1t z!;N;3BDt|Gp)ms%$dmBgl@Pv;*3WJykcV-E;uX=!>Jnc8F6aq`fLyXiJqYWrYbf_n z)bM_=RroMym|2-%=kw!A@%!r3ETmtY9{alI&R^S-t$=fW)ul zQ;#h*mwow9FsPZGjm;d+h{n#qsirmJY0U}brk~Q5z{U-47(T*~>O!!&TGYrZ8dsE~ znCGwH+_>erI6tsqBB?pg>BvFa1NBb4Zp;1dXMq|iM$M+U;$+wERC?@t(x0F zPlT#9TUJT4W&{Ek5Q#*!y2>VJ+~2WRq^%)Hg@gh~IyO%zD*j8~3Os_gPO^+rzvtf} zKl1DULdgBkVdMWVKg=XxiN{tcn>X>KcBkl>O3_M|2NsU2C-ZI?vb#1kwO{@5t*_#n z^~0x7-(CU9b%Rm&=e%6C=*J%t#iV?3qpfm5WU(OpXRKgI(><)tENdZDTAOhYks4%`x zORA>Xe3-u#k%Cb3g-Ca!*Ehy*>Uk}Dr4Yv?YN;CdOarQdIX2+*zI(#bIGEMn-#;31KNc{i@Rqww752m9F%TuPyp3pl(u|VnQ+G1t- zgy7d7SG=+FD+o1tw&Z4J{%GrHKZ#uz*PiaOcP2{psDm1h9Y zgp)>%v8cW-X*_v~9JksF$AweqH5{O(CpCDcFrTh=7{*rn{^z-xxCH+CFI+CO#g_xc zL{Umhcd?KgpZ7%yhylTL1#oJ8=YQ1f;aTbeDKA#m^Y`F#?4VPy zP{n5Wo-%*cOgB)06^T>S-coFNw!CgB9h)fqO`{$ps%+iEQ|1majOVbh-o@d~HR{j&m@42soHtfE1JYKPIxq44cZ%udioB97sj@@yZ)V$B$yscwc`wfX7n$f+U?!>PHDrlSx2i*3qu4sve4xr!3M z3Y|PK4asyoO2t!G-6zy;pl3@<8AqgaV~B&}`GE~FDmh1s1JtLybC1$f?z&<|TXDlD z)g-{bak#p|_}Z^gi6HW5ac>>z_LBwupPR|nroCgnJ5*>~-t5^FkbQzWR#)Rv%Gx%g zy`&%Kaw)N(l*V>GV{_q4m)(^wPk`R%g}tEAiAkJa>d3xpP!OosHA;Qb+p|hQFRs>s z&kWDfh1{pJ@qfXI{eL%UCQEW-J{d#FEXb5wS|lEjE=ar8!AvJRWv#r%rfQUI8)~s` zih0+B3vQRac=t2^c-2PnQqIhw$_iu0AdSW5D7)l^n#M1CEB8NOr;l{XQmoNvFf7&B z@=fJIQ@UfX8vl3h{k!mKRcU;<$};!8{d@BBu7xvmWjiB{^UOL2^|7!p_qWl_s z@oz7{f8hj(x&Z*gZQk{jSVPbt2wx#E;e-z!el~{2dmMP%kjyn9p5Sq`Ld-EvVEx#? z7?^~8;&{?&IXH+r%3E!O9h5vGAAuF~kw;fTY#6JFbLJ!BYPK7Z=x<2#sV$*wk$e7t>t}3t+t+W|hJL`M`S#P7uosUiKPM?O(kly)1#2o!e55pcR4ffRc zAcTykZvLfvJ{r3Rbzu+lhB${^)o<7sp*N%3m=mQPPj8Hg$%eXFiD`I=pAZjuVib+& zRYIN5dAK1t5w)F4+kW-*De<{)ZbYtXOeZ?whvlXD-Veo`QqT~^rs~KYZGWJ4PktYU z-_qz|JVy2LjR|98V}2Of5p4#NNLoWW8PslxqlG~BC+9JYZz9qq^&eu0P+y2UfkQ$V zHxf?)5kst_fnBUVMX@zt0A7iEb{Y@to)pu-SKd9bA0zpHr+ifA{?p2bmHTvweJ&`zcs+iX7T(#mMJZKgngUzI!_ZS>AIz&&tJ49;>s+M>=IrkY;T z(dph*8Z(<7(O5d94U?!4cC?P;3EW~Z4Ahsr!sjTCj?I5%|Horw=g|N~K808{?>Ohl zC}@5<&Y#UOwBPL zQ~aRmwwMx5YDLQLy*d5@X(#`m=H3LV=eKS9{Y6L`RA#A!q9Rj7b23lK6hab_3?Wi9 z8p=?V%nfEqG>}3xCz(k}l9C~b3>B&N=kh$yyWh3fUhkgwdY^Sa>%RZ~sbAmkb)Ca; z9OrSC|0jSkVu=42-+tTMJOxa-A8BR=wK6TdR$vknMHxBuA#Zw>KxYq5IxGJkpBPP$ z$%!G<-DjxVw=k&o`8fk4TJSQj?bQnk3d9>1l-E1&<`3S2#;NS1uFelm8!uilO!JxZ#I73`*7zDh7rU!JhXul|P?Ne>8jU!rA9* zpuZ>aodgMUKf>hZ!zA#qzt7B?X0G-T4=677{~GvkJoe>tFaDmybYhLK=o9{@YK8@m z@PAUR_CHe(|NrC1mi>Q?zi8_Q7bqYrhKE8q;{VhR48Sb9vQ#i*MLk+w@*7ooaOP0j zJ-J?^hl`^tx?NSQJN_a6Mptg!7%k{PA@%sW?W<>ZdL#<(5WzF(r~b4FXCD5;Ik4O4 zOP2(su^zRU6F@0<`ElDvLWfn!%;bHc*FYO)%FPu}=n=4silrtsUkX5mFH`c$KHSo( zVemthv|X+dWr^m*(_oW2TfQjhZ?5;>@m{EVK8XAB)vNwyH4@2xsrMf?DkNA0iuGL4 z4?+uqW-3wewrIg(Xa4s(Foau&bT23W(;;|aZ0!USc+E|4dLkgcU)=I*@dhE*xcY2b zzP?xOo~@O-i}Tuawc8JLvikdIm+7L<{onnl|A!elANTH6xq^np?%+eI=hp|s?$Ewy z^EL_II&|9T0n`PTVuc*^za`~r@pVMp^++-bUlxi69`%bOmBugA<-9x}#XkQJQ?no? z1eO8t^u7a3_MCcA_54SY1$huen0(HvoKp9SeIAb%A`J_#tp_@RIMthfwLchcNF+sBcd zjM!+@DGmAej~5}=6RJMV{+%D>z4GIx9tVG9-8`Y~ZuTMI#tH2ceTw$~uv+*~tenCR`8;@8{HSVB%;wxkP9VM}m-%VslRdt1(WnUO?bG z*X&qr#R&&E&gZmZlJ?axx7X%Ny}W_zLi@t=yna`L*5y6G^cZ9g{}PN)h5c_Kj1RyV zS7QGY#yGArjWq>kW{oc&eMiIZgzW!KxtBO|-oFofzdSaEH|66o>SL6Dj~i{0dJFjH zf1L9RJ@0(W=rE7@w(t}j?3UL6w-?9re%|we@3RVogc#a4Z<^7UgWNYg1|J^c6zRO` zzr!(byMTTWcn7KZMNrtJvn8CR-#70x8fpJKI4W;tFSQa?cw6}%2LU#gQNFz-xe7Uw zXwZZvYV~VMk0WqZ@8K0DGLag3tEWABEZy@F9?mEd4`VUl$ec9@l0d6ISASr-_`XHE zUP1z3=ybw$To*mt{i`mgXrT{r6ndWG8*pBIKoQq?eGiRvq>vhg=oR9s-jQ1EcVx@& z$kB5>cyAIH-DPKOqMtvW`YnQ*$PP?U=;DO#q_u*f##}qsu?o1$7azlH!9Xx1Xr1hO z+V{(2#(6_}o38J$Gs&Y|eMXS7+xDyAlOPKlMPL=Zlu-N$wSqt;V=mv&0qVUlbFNO< z_X_nELwM(=JK~yA)pf`CAKhZYmqj9I`_%u3MYZ*c|4QyD?YhK05Ncgw^~3~TMzVL0 z{qJ6H81vxzhY`;2HamZtC-xG3RrCqI^uEdJdySKP(&9r9`jHooJ(g{#zVO@UQ)WMj zdYGg`k@Hux)k4d`%Q*gbFb*(PqW$^(`m5JrL6&lbM}5AO_>_UI=@%E4sm#&|O8^V& zd;CuMdQd!}A^1)d771)|V{xHCa=rb+TfNG_Z5@K>DHP4X+X>$VT+HeD{w%V2I8fWy z5j7nft`?R2KJ)(Y60AS&L#+K^N_08L;rG3{w?qEnU!0?;%P$Y<^_Cv7YU$ibw_02u zthHf9*imGX=b1TqcuVL;Q{L|EN!xT&Sl!PP@&>3mfzpbMqrF)pP5Tss!25cxZKx}6 z`Vb;=QcJCR%K_wqMuL^X2r*V5!-C`gSf$r+kYk13_3}2exM17fP$cA;{mnGP%u0`kx>hLZ zMD6<0Q{AZFj~F;s?xR3_tJz6LPO^*V0BSPh{%(AstQPY za&yz0788M(iPj5>=_pLnx zA0X7Mq0blA%>9x4etn7J#T2XS@ArKqfqnmA){;`!w%Wjq(EDAe=LN+n#Gc+wh29Tb zb9)^YVP(6@w7a0X@daJMR2rR zpVv=_B-OTlOYfT}B>B8=eG!9&2Bo;Z75H;LMDwvlsUE9;rna|M75|Q)?fm9*;norE zcWk1s=6UBE_-=mC7|0P8%3&c`!u?ac1FS2~kk5oLZ#|&ESzhWVC|=Pq{VNSA@O#wik*Nkyw7C zDGV3iPrL)cprMyFnfM(CH#0)lQUQGbhwP9Fq7M;i8Zf!@l{Crjv+q+g#5EEMKc=`Q zmKq&?ZZ|LNmZ#d5may4hNhs?X)%XyXsW2HLQ9yDc70tWl?)t?fh7WS6ZwdkB#}56i zy*b(Wy*8H|5Naq<7z@mk%TvG_+D)X*b8o@OfLtRU9N$$XFK;jZObPo>(a zTH^yaW+m1OgRob)brs0&&>D0U#Sy-%Kf^KVe4)TR3yyGdmQHH@+U6!v*goZw+(>UA zNlzBK;b@^kM~rZ8JF!(MKF zS-)d@fWe`Fkc-zQ3>bJSx$a_@0-cK&&u*H%M)z`Yv2vsGlR3_B_E=kuXy1E}UV?UF zQ;qtThq_~|Hl8hg^y6nru;6=-9^Y*8wXqSrW~a186nFO1wnedXLa$vjATaFX=}(L) z5KDOS($aib;)YAn410SGil9B%cDDH4{E*yr?!skFuEeeW`uf2TiB`z!Pf?;iC6-(` zb7nh_cnVI__#8}A4&07MlK8r9Ntng=m1!kF$*(7Xf3yRwEOqBxvcK}+=&)S~epUdn zSy>4K(1fd3&tSB1G{Ct^C8#1|phL>u;9%{!bLaly-Ub9zRp&b`TQrlCvn_z*FCrE+^ebG+KD ztbRg#5p4GH)$2EI?5nMn#Gnbw!$?kAui57d~Ey@)>EEF zl@fB`fYQAA^Fxjv?aogSp7lkea95n_r}3DhIw5vWVj(M+rtpvSV1WVs&CDX-tsjN! zVB*fPf17#j2Q*|@s&irUHvD$jL$n0LhA1k%kmJXDE@Weh{vQLwpqMXQ4UIm1`iLom z($9D-|AeUB&(9ptNfwvPGmlIgr(7B1fsM1WwC}m;k<-|IMMpB0*veS3)%*AF4~B>H zNO5Fybab@BamPMP+N+>#mKJWU6stTbcg$^lGDJ|&USrQKP(b zr)Rk8U%Gd1(rE8yW8L$7W5=~?rvr6H5wxx0o-cs-IXXC4Vu&%EZE-z@I7qWZ;Q)td zo)K8G$0o5BE>uGX^P~LR{uj=DRZ>>Aq{TT$i=wG{W6KXMY?5|RA&dbu6h1Z_F_oCf zhC!Zn0io7BoOcx!V|YcHr`lD>g-;vL@$K8LT|10jF?bqJQ6y%;HU;h8Ez5NANs5Ih z96?+4w{#m?79GU`l}n5GH@(fw%-Bwg~^`g*$2G{x_j%S3!_b!T!ph<#ndasCMhtjW^WV zd}>-HPYKb3ItGF{lwN^kG$Ft@-15DzSfG;>E4FHNl$Juq<~v1e=^G<&%m+}+*n0Rt%!wRkO35}N8A@$o|# zkx}GHcI(l@@}zYc{oDA76WcSLt|(czapU$KJKBKus|A`Ub?oTF%xz-q1KAy|7A;!j z4lgkTk9!D>k=@L^j7exa7-Ki9&@NB*9ymlYv|!TZZ^;!HHO`nlJG)t4fy1Uf(3ns4O2<;*Yl-0${{=K1R`BRyy<4*F}%FId@yI1HlUqk9i~B!%a$#n z-Te0J*Rlm|NqoE6Gs+a7;w6RJ`ubgy&RU}1EOp~&rQtKV_5=a`2|k4&TAff`WKeBH z*+hTC*}G}t9p!qxw<@-(^<7i8HI4vnX2W$L@v;nMots*HveX5`-u(_t&^R!`deNfN zsPv2e{;e;?#=1gBzgRhS!US^%2Tj<5K!Q|nJv}*URqr^~DS>$TXP+COqvK~2?bv#5 zZ6hv4WgkB5;zB1h%*IzX+2fZEzhIlP^iucmY3*1B<*=UU*SlZ8HmpsuoHR+62OH0- zh~$)%lK}V<_ZLHIvS--Z25<$$Pog?(d|g}S+|GQp49~BBC)qP+&sxOJX)R#_eUCWW zI2armxmFF4n>gvcb#!E@%F}`8BoZ7`*SWckb#pWDX;)jvI9*$Pef<-LuC2@;m~+cJ zlO=oJ)Q=zIvU;`rwfPU)UMqK-JA3xY3m0UN1&y(^Y;|x_Kb-r$3OVBXvVm3^4)+86 zb5EQ&FPlrrvrldFM+mi-VH?g~XHzFdCTZ}lEJRC&@_W%w?O6)XB< zS-E88%Dmfe9zIkMf0bapuBCaK#GIriCnvZ6;K4JS<%b@XYumPM|Ni}bEKk~BL4n*J z95R<_e%GHLXJBY|@O95z*XieYvD}mjc5{v6bkZ&f%LNzU$q)cg2l4S>VhC zh2t95yxLti-PKzvY?2s(Spsr#WW?$o%r(dnr6dMnE57LYxV0HID|%KyaPau$%eA=b z!F-3z=g&J)bo}zVVi@?2OGRhLN0&%&MU+!fQE~V5Y%S>-01l{v^^BqWHw~X-W%sPM zV*!`CN>h{b6W@8J}6i z5KORz>Zhuz>hx#B3e6ycDdt3M;LRv>9XkLE|i=$|? z<>$vcu34ji!=<2RTDV_@craRlXj~qJGZ+>hJX=;g+(=N8ZF;B9Tc@r6V`D_aO!8o~M)7zGB zVS8ia06BU2$g0hi$z2~%O0L5rj>Kw@*vz_rC(e8}BLxRY>(@13kqy>X_OqUOuCr_# z>_qP_Qc3hFE-I2-=q|0>Np}0rotkE5i}n4ZEl>JHMyg||_CPC+#XAHOT=x_umsI&G zK44qgh{vBcRu}KxyLT|fP5-b-c6YpbAual?>!lOaSUB42uVLx7`h}7-CL11OrzVg8MKv#(Mcjsx5<9}#TSmCI$HeI3Ei&ut=G`BD{QPM}v_Eb)dTYaA*$y3^V8v-` zYa7>WMQ6zX%}79+$ZRN5VFO%1WF=W=WZIj3@#- zcInbK>YVA-goKO$r9OjQ%dKv)eWNJRNfDB2Cq`4o+4}cP^c|<0Zm&o_KYRA<&c?%y z|4R$7gJ%B}b>|UABKx!+S{u01)pZDuLw@}D@r3Qf`e#p{KIY>gPi)6Il~GU_N5+h7 zaI|qbfzj<=yywc1v9T|C*DRf7G08sdCO58jap~BtTfn<_jvqIU-oAai`RONR5NjV_ zUDr3dGCy|Q{P{gLj_yV4DIK-^R~v~->8oFdi-kB`DdSsWIJg3 zX~+~^Th$dfY8N$M?;%5!HrJH+UcWvP!;_a$iKfh{TiDnrla`k(Th<1bP}_O);{TZc z^`cy1M`8SzvA}d`M9}>qA%38bV`2&{b;2_4-jxBqz)D{tVKJkIhK2-4C4w-uSIBi^2`}&RDm3YU55{MmA0_|RFmCq`Lt=%;;vtJiaG0Z ztn(~MQCWOlUp{_!>_uM26HC9<)s5S-WfXl>+1s~Lc<&G^sE0bZgB1_KhKG|34xlz* zz<>s3e1HBKJUUzf+pTVf>ohRCe5kgfAmUxQ;pH{_F)qpjpF11y#|pT$yol7$O!91f zVT<9M*|Xd1uuL!2)?{m9@BaN|Uc7jb%=$OV$<`_=p>4w~co-LE=@2Gbi`O>kte=(U z5|z2-AHpW}Lq8IT_Pv5%^;>PNF9pwn&N?;466YMN`LSIv4wCrr#Q8BD2OXHuv2*7g z*uH{)w3BJyJ{{y$E^7Jrt&CJ8Z~D?BKn9gcE>WVRl2YyYrqYtc9nL#%Smc7ob2MRUbUiYj%SPyr9>M_ z>m5_HJRQc*tv=DVUAv{g4=$dIX`5#(TJ*3vmLryeFRRF96Z$Gkw`p^dYgCl5tOG4? zOIl&!;n=oVk;rdvrd$KeoF5SI}AWQ7+eQ34p z$%!tOrc`Gm*OV|d>LnYsyj6ZdL0CaQhKjro96cIH3=@SlBH1=K4rvU$(!F}yTUlC) z7-M^T>nO@i3dF~lA2RAD%SRhLc(9L#%!)U+P4I~fVwKqv($9*gXWAc}v@F#v)Yf#{ zwr#yb^K4ahD8=qN4ju9ELh8*deh1DLFcXV4+tFgjVFuAxODiEZld<_RE-re2)V7hi z+1YFaZ_A;zm@}sfl7;|kR;I?JvAP{>V9>@oap)?Pu^zg`Dc&QS1Nq@*06oWWS*oH=){9CM9a1`(v5%SoFU8%v(c{UlfQ zc>c0;Pq90d)AVA$h?_Y%Ibt=q#HY>F;RXiT01-tqyVHQ+G|*LiVh(;SS78aLkLWAt zc>};p6Tafc=|_2l{cN0ldMlQJl<~uClU%y!f`4XyHui0_#eC&NiIfFrA zi*Pna4CWV>2P&`xy+rc*N?GQq%Bre%lj{479^GT)+EQsr(W_UPIXP`PmEDFdmoqjt zwqLU3Ntx7QT7wzZ)@eyysF!>2vL{TLA{}+d;2RYa?UA%nyia~R1=Tcm_rx#D?}F&5 z3my|bM0TK$`?oWBIm&_3^to(+m7`1yre4a*$;rsd+8(yewasC}c0@Hji_E+8?AdeHpM9v*$}A73JmISP$#1 zMx`)pSfX~2LDqMc-nXAQbLNOqY80@Zo}Q|vTf3$CcYf`sQAXJ<&NT%K@Aw;s!XkRs zDaPI#AbaBI+eHBh)PVq?Ed~5f%Trup`k~!>_6!XSY`;%+R0uC>Iv$m03Y^7)m3LKD zlQ<)ekyEEk`G*ZDDr%oPb}&wT+fSu=wziKsM!z1u=}1-d?&HS^;K55Gdkwai?j4Fc!-6icxg^MBgs%`*x&mKSv3?kUZf zss#jc*the!vz!0tw()v@Q6#V*Wt^YJe!D^EDS4g&m5Md-vu4b&V2`=u z(xqeYRulhZWz}=!n!XktZAU%K%R32)9FmwgEbQPxW4C#er%%_m=*V7|om4+e5*_60YCF@V{f%mnz8n~%UrLWyXsSGb*C znC<#VHr@^cvM_)|dOzhS{y)FS4_xbDGNUmO>=y{;Bb*ScK^kWg^66N2)7!m#^=c+g zV*XctU^(x&V#Ne5+tQUEvuD-uf5Vx?(-|~KOY;;>?}6Z8Ma*E8l)w_$dNMV__$WV! zg&B!I##vce6EZ&WAgZqc&+HBe5X)FTFRb9nM{_lXZ~5-H=^+vj@whn31)fdwV-NAv z#r_%r9^ss$r5RBb;TgZ;+I*Xsf=ksSW&ws_lp6qENHKxX(tI`+0Z9YaZB7*uc#5SgQVuRj@mKiSoiX_UG;6g`M?BnEGbBPLF!B z;=2cH+5tHVwZ6vMvU0_{oTYD7B{_`Mgy?o zr24qgg<4*i2nx{9%AnT`p#NZQtZloWD=9=mVq*tV3JJtHFhD?c7$M$${W_cvJPra$ z3;!J!Nf_Y>YrMXNo>{G;znfG1257TsEC3{9- ziynj9bF=z!gwL>fCo~{HzSUT_rl~D}ML&`G9pDTj+Sm(Xcy^@HEIT`}TJav(e6=44 zG8zyY^Z3a`(&60fwu+7hJ><8zyE87~Z`)IU5u075S-Elu!~TGPk9S&{^j{VgJ?8xV zdidmyw|AXnve*EUkd$l3<#Vub?PVH@$$l1g(fSn%|ABG zNr8vPt2ub$L`hWRd&A4;rj*`r+k-8Y?$9AaP7-Vq>v8H8C;MGx<*&O=S*~MA@=8iL zEbrhbAY(KxsNeJJ4HM^g-@J*WbPv3++{S45@PqtYY7|zu$Q~bVL_wsav_Qjr)-!!^ z$S%aiS%3XIIy`8fnZWV!%O4AS{7j3Cp>gXuF!_pUqtks2i_jHMRmKGLL3nu9g+7gyuNgqwK(uOA`@mVH! ziyC$2K>yB%zc)5CXqcFUXUDs4+LS|Fj0gAc*0X2kix*u4k|Z{BUB9|m^MFr)#^HR* zpQ`(gnk;q@{nD$8cU@bqvY>-$<~DqDiQ0o3KL%gCw&RQItIZ%m{J7ygAhJmE7Lelb26h zS@=rr@9@3*_5nQZBCJLwBq&QT8dz6dn%a~11sl~%;F&lAmC+VB26l7KP5AcXhrm2V zQ>W>0=cxN$N@rse6Ia}cfkrGlN~`TZD(J+|SGpN((t|jVFSBT@DJzpu4<#{H^0*_v zl_8Kj`x(@JA2;QtVYI)8MQEba#MAwV(dI$WppO!^A3J)KWn)sLEsU7k0Gru6JMRWW z(lj*eM#Nr{YZ_e|GU=@NM5M-;&sHo}13a?-^d&PRLsUcfcy|pQW>7&z=t8*3v0<4>MXx48Hs&KF{0Q|G*TjF~CK=!zQ`1 zfQc%R_As5|4cBBnqb*|s>M=KGU775mz@jHllo+YahFAfs+fFO4Nvj9ex%_2Nc2;LA zY1$3}fFC+^NJDc@%Zr+kpev^?UfkW}oz|$Lnzq#5^-=Qq)y5>ep0iB0Ug9J19}SuQ zg9g3GztCq+4#43U@UkJEbuL?(DHa_lRggbvMwE$g9`Xuj2Ia)DD%k16^=sF5!2M8K z6-jJvO>_O4azyHGX{j0y3Pr-sMJ0jSN_S#_RO!y`!zXL{f#Zw9h`4UgiRfnF+zHrI z-BZzg>QZs2U54W!?TaSqG+c1-)}V^!Y2|Nz3xFDDtG8%PBx+v_O{a8}rtYsB+5F8F z0QJadHyse)I6P8OWNQOjniKPxeB6!gsab&=1|5C@`;Q&FICnfm5oCcSz^%Kren92S zz5e}jj@;m;rPlv4WNS_G*55<-xb~50h1pFI%!#IvQBNw~49bdmU80J!zAyBATJ_c= zy{M=gE$;XU6DIgq{9ae`Cc3WdDa{-uu)X53tTVbvNl9E40V_&0cxFHYOez~tZ_@}y z&8-ukjd#h6bPs4f)~^=%0-u$GxMRp=u&OZi)~&Mga<-EzOYBw3U=HuzzwfB>OnyKi zXFJ*LbC=^kmGhkdIjm>R%F>F%?^B>I)S(ri6Js46`{KG8PychPHmB#ul9XXaP8&B4 zCydWCzF4eQFR|X*QG2;cVp7sL)cbu@Rw@4Y{@tOeZ;bG@USPV5ktrzvqoofcf$pN(|hN zz^z=JKM;cL*X2SEG>;~E^H()e05Sh92rC=7=V+Tujm)4m<8URz4EP+oQSj`U3VQ`C zLHu#mS7KMl++5?WiskhtCl1X1D-Q;=li-`U>(AC!ds;V0cd6g|Cw1R0;0%AAKr25I zA6E#dLqIZ3z%^Z8w1`6f)9xTRbtxHzk=J@PfdZt*rG zAEyrrjJY_x#{+fQ_1!vk+RlN_%**?gbfVl*W*k_5xNIzM`Y(odn$ggd-v?kEW;bmd_tQ-ksAwK;;=l z2eArJscTWx^b`Aa_4S=XYsx=-p&26gOQxIoij|6XH#W8hM)kM?q&ng3Q;)fJyQ@B% z!{swnslYOGx63celJEE@m){t4P5myvETmo;OuePMyCJl+05oYZ+&w%_-MG<%=mqVl zgyeo7v|$fG(j&%OhH}=VBrt#DfON2yeR6rB(V=-803bfTi0w%M_)>bK=qTsUzgIP= zb~H~6)TZhD{CO`SjyiSinpn`aJjKu7pC;^q+FvPyqgEB=<#Eub0*56^jsaX0Cmwa< z#ILv9OeE52Y7*0+hEkM{-^e;?PoE~F*Jrr4oIwg#LfK$a6rGxJH#5^ew*S^-vl(+o z{igLEY@a4czIjtD!xs62JY8gUCHd*-L4y>aKUnV3nG?2a`*vwU2Kx>>%THRNsa8>0 zxq}rtsk3b@EG$SI=426{c1?jNPN>pBrP0v#TR=3lx5Q*0!wAECOy% z1$5x>;oMTPNCwD7Jbp0}`{@&ru(hOf^@uDI$yuBB;LNJH_@>L}XZpX)b+gKzJ$vZU zy;qKvM;M`ow7t1$ATl(F)(&BlvYYFmr=sS>y!4r&6)FfTL{Z*ns;f4R{>yjGhH#~B z_Wky4o!#xN-8m_OK$>^Y9i{@DHZ3o&J(|5i5Lx!CR_zfq#h}BVSEp}LhP>dtQ~(pZ zI203Bk-97MEFLB4^z6|?96Ea69kg)y$$i$W1{f)t*|fa;>(aGr6=|k()#kq0Jvqqp zg>lW2z2XeRtd3>(&N?nGMjJBD*Lpys11)BepdM44N(^E;AV%OS4Plo8<8*Sk7iHnq zDgFjKa3m5=hV{I8dH2HR$L^eV-hYm#;831pBDEQ4;QzOg_{!8G!ayS~Gnz>0{jk1FOk)TTnM za@*rf6|F;OTX&R3rX`i;zc;eBwiZ%cxYE6h2P98t2FW)3`Qu#<4i}VMV;mMPZ69w| zdnR00wf=dtU-EqZ3-j!0Jn{4YWFu5$u{OP8l~ryqI19v?)?qtxc| zj>ZZ8F%L!T)7}UT$5znuSjm!xLM|jEgls#9@~2a`ZWEv#sy$!7ejSbcPj5oJ`#>-| zbVo)v06mln)QjfH4K)Nv#i{Ejck$!G78GPORI-YS=RvvHyKcyLm;n%EH0}JeC#XkO zfbV%6HOi`Yc9MUW>}@n;mD-G{U1Bi<*+qAxHtI4zouVCn`!T<`*g}GmC6B8H-1yMX zKt%~dcQh5lxz7|O=V{xYt{DFO?BuQ#dU~0q^a^=7IXg?eTehK!x>Ul(6l-hij$%<- zb#cU*8#j)j@3q8`eIq<`-5;XoUC?6sMXbCJ13^whfUPyLud-P1_tKUATdZ-a;;5(I z>3l^!x$8@!&I+XbEYh85Wni%@J1w0qFbeIRwU?JE>wjj_nCH=hFe7MgrI@f7_mk-` zcGK9y{M56FLn72EB1<(60{DT4>7-O}wZ-A(D<~sg4ep61N+vSL{<3im zw9DUHz2QwhA+(M{<5!isXmN^narHgb`n9u-j(_7x@zCer@iOsTJjEQ7UVBb>pHs)8 zDrsu^9++@}qD%~wrhb2MZfZ~TK4%!EPrQFZ#65m! zDeUS6?~*@cSCn6p@k@))?9sh@dPYVoND(UH@ld&#cB!=g2!kzWE_ z*?=B0o^@?qbRAIANPLI^>6w|Wc?J6?opnboXYb(P2cj+|L9xY_XdhUW)YZeGgQ1r_ zVxl9m($XX%(>!=EmL}5Eq;Fs8<0IFC_DI8J@1>tBha4kZ&k4E!blCE$MQbgA#Q{1A5Rp#IZAe)sDx2$s ziIfADCnG1f9W4$>aL4Z51@+J+%U16VNn;0U%C8lQKy#ou~`niR62E%=KXG3L$(1L6=j+L8!0Y^uxwo*oFK|MG-ylKtaG8!R?RonsR`>6tkN@> zi&9Qr5*RJolITKr${jJ{0G50N7(#1$#9ky)9I^~5J`_I!+oeg7f@vEa;$VD9&@!Ue zWSOizoj)iIb*HGYc&+dW2faC8qT*!%^e?T`xBq^h4BB=YYyV%R*NeIZ=5Nfl?Nn}Z z{P=OfB?JTo?Tn9iP5nRw3(ktbf4sHm+aW0soUlbpj+4Q|{{~@=+RR-$%=6rg*uBH9 zUB6_!CVC5~p!m3eI2M`*>?v6^G#Sd!M-7mPBvc(bQtCq9d=+)|V3@8l9Gy@Q1$37m*tTG6A5n+uxC$e z>rh)kH`?BEAHrTM+cXEw3;;L#)vF)eOQ0`?OAsG0Bg0a#?;am8&hfK6c_DG{3pI@w zH5~$m7^|=O`uk9?nz1%UcH_P@uisW_PyTGcUo4)b3#qYLWXEnJ*Ql~Jte@o1fLR5L@Ase0vd2C^W1^MCto!NIX-c#YKvDM0s(7!^ zjkkSIa|o~P2Mu5KI??iE8m8uc;6<4{JPJaG$XJs+h35-{5n_mM&jR=?q4255krz*x zXhM@fGkR^&&~8DEMz!trYNpptAEAauzXN)U-UlW?Py2G-x~QgX>X#~dYNnY*6UiWt z4{{KpYr&XX@JBZ#B}xTnrB!Y-*~8zre*GhOmaIzFQYs z*sM~t$+q}R>JYUst1mG{QzOU;jt~%-D8J=HnCJVzmn~N1_hNX#ko%`t&@_0+5MPQe zE6sE|?ppH9zZVZo1b%_WGYIx;DdH;+sKL)KgqDZ4IBJ#-2zeWRG(HENsiw2&bBYgYGv|`nkP=5h@85$Xl{8&nvJD42Q zWSb#fX0i2Hajju?d)@ew!a*&t@{mb%5pmb9RmM=?lvb1{ z^)mBP#pApW`nLAyjt@oK>4Z6u`@}aIHY^jYb1*~&1i(@nRlP%65}Fpv^UqEa<^*G> zn+r4uB9aTk~R;BNuM~J)eaiZd> zKpE6)w0xH632nV6f^YvEx^0AG#)7>~DN8cjGN>iP;}(i4x>TV~L@Sbxx=nV6U%^7v z`pp$4^TZ(^sm9PtTk9V`HAjr7JMd)#m|_FtPvWZko$uMLn+QMXQI^OnSU-D=Qf9=A zesiiFWD98^OrB0KR!~Ammr%M?P3>;sc;hvMpK7&+P{o=p8xg5OW;(#=2y6!GaR`=< zBAyC>flYt=s7}V5ev$@`Nl(0!g9quj#L;m(Vtq|5t+ptcFRApKCcWqA$ZX$m+nvXe z2(tZTeh;5xfoFg+`u6K5LR7UoQNz!#Rg!WBg%IJZ|9}A&n>HmadNGxKI~NL^Q9`9Y zeE!3&_WSn?`WLlEuP^DV#>}-j20Tra-$^)wIfjjPf1TE(n^(F1(AY$3c*L~rB!ZF_ zkC-Fz4II22Szj*e0!8H|q>8W+nW#eu4@G^4D5axXM9jwPV?AXXnx|D2^aCetq6HvH zi~utLpQEHp@W`Xu0VZhx+l@zj3uxIExgNzsI!x;jufOhxdUuyFCvr2l^i`(rWmE~S zSd)l)LKIVoMt71M&|CgPB1zHuA4)n*J!?ZR(~(D#%~=vv6R|XkipxcJh>}pzUNY%? zU70|uiU0<7ejJDxLWw_9R`=@?I?y;sLq zHlxj^f#qrL6vO19!amcD0|T1o9@mg@d0O)bhEIm7rZj5ZqqF2)l74Hd$L(~L%oqs# zmwnm-$6N;wfUT*-_{de(i0{;p(Q9*!{3~$tUsbaY`A*SOEZ3Pj#MIwi0gXrM`Qs!S ze%TyA(qA^_UAuHC$0||aEkJE(lvKWP_FmlVN{Pn1u8I$R930bAt?TKw=Ha@RBdjzJ zL_shjVA=&*=WwBl$^a*J)lr|qIm6PFeea~uzYDnpJgUT77luZaUf)u9`V zHi>8Q?fZ92aG(5HI@1=>&tw)A9a+{}CI1q!aF$MIXh7+xbLyR_*698f=xhaw0+&KA z$)2;OU{I){)6`CZM}76}l7)7X0DPLRKqy5Z2zRk>usuVHS%m#3Sg7Cm*!6v~(_;QQ zFv4J}LaKXvfHdL~$vsn4@T7$$Z1g-bcu6bvf3Ex6;957&RoC^)t{K;^E4Nn6QJh{p zNiXLkCq`RK3z?>`iS4Spa~#Sn!hbNvev+0V`1Pc}>%1*hos0*)D14^;^%V~S81t4{ zx=Cn*tX|D#&pGARKvO>9nT3U2{WMU(`@3}ulp(PM?A@D%5bc{#a-+NuSre)86ZD~f z=_Z9_=Ge%!3e=2@IZ4qqKHigm`q?M7o6e^;RSLZ#rBlhx&5Do|TLaBwN?@bw=zN)RNPqfNnduQzp;JWmwgh@_@bKY|u8D;GywN8~9JB*l&xC$_ z_byAT+V{`(W>AjP;64fp3R{os=Qc@|>*RAkQqAup_u$&2=NLy1OzA5E$t|wA(Eri7 zJw7v0rOWwodRM4$1S%Ad#TX*{lTlF;$^&YGG5iV~mF<9Lbxo8B4VbsmSG9|Je^S{x zF*SaZ-OZhAq`ZzGpBIV?vM$oxOoIOUloM0ext8n+THEjag20rnMUngS_Ip}D_gm96 z(b)p;o}o{eNtqgs;uYQ7MDY28p`l~Mctv@+7{^#1iHEx$JwKK0(ksk^glNcI#a?#& zZQ(T{hDX4{tbS@t{mBib%@%_jN(E<5xiNIXR*Hm;*Bp8jQ#~953uSHua;Fbnk{D`% zrQ=R@?cBAiS#89%`2(X1oHZ{_Tyh-J8cE@)VADSVa1Yba130?4K*CzXl6>L;-KjWS zne2Uq@XtEYlh6p`OI7lnxr#fsZ?{I(?WwP)w-+Ao(&2ks1a&OaD%^NWNUGMkL)5(R z4WrSt)&~SkIBTP%^aPnsG^i(lWtM3otsy%%`|Yr_U^aSC@+h3MSaxOjwA`vT zGgv~&ve?IX0<7dbu$fhSD%9RU)`cy7Tvg{@0euKTGV&nOERqQ&h4{VW$BnbGwe42< z{=M?Qff}J9pufFKPr-I_b1MV49kz>Ukpc;w6#V1(v~USecybpmUD})E^3sxAy6W4t z+Jiq->kFT)7%tYCG1Eg3zgS<&m+{EwnCZ<+*iPv~X>uYUfU7-0D^z?~rGkU=7<8h% zfJ<5dh^2k1-L{bbm@(Q&WY*MtQTp}Ob((^`EBG3b#O>fpVL zt4_~}`4yC(m-poJbmWAbOC=hMC#WDJn{z9YKd3Sb)3nAd`y^nZqig?~($qcVt1cvF z0f7s}5L4+AbN_N{iQ=Kpg+XJajEkOX=bTL5_(|F4n5_ZHN$Bxjt?xhR%C&3PvT5XZ zQ=y#V4nSWbnJ}k)LH?B)ad-Ed1%=-i23oa(5Fi-S??_8a3uXyfs}GMJj6I%8$S!%E z6vIt=9eU@w8r*;I0AZ7zlh*Vh3fuV_taw@r9Jc2O7m4J|`SYj2(LAPiUub8CME`!m z)>evDJNe!E=<0R=WRa*n??Oxb>c^_kM63TDN$oM{4}!F`5TNBf>8!1~Y{27*Q5{ z4H8(<6o9Mo>>5)ONgHT~OdIfC5PGY=l2Op1Y&v?2?wUsRBuqjZ;M}TOL|T zIFvphL!v)^{B_E`%Jo#Qt=u2~?sO%k&NaBhBz*>?NT%(OL${*TBK?1__Es&F*hF`t zG9?273VNvIUSmRcl~C^rL>>^}MPTTJzAo)=qocT$n#zW3*`k*()2RZX7lc~u$`yUM zkOPMf?WAU%6R}IKyB`>pm^bn9%6VM;(nIa=g_F03u5oeMizZ3*Vbr+xFFhJws0TG} zIC}he=A%c7^y;~ylyb) zJ7AlA;o?P0EazC7;v{6VgeHa@4Km;!Obs;ZoCVa_Jd8lQIaZU`X)Ist}ahWZwq-PFsv(YH&k>mxM)c*GMzraP9! zk3U1S<}Fxo8u)~iEb&1AqXLDHE%e}XV&F*EnxC{bk10qix*MVuq*r-@(n# z{VJO03C4q0BQ6aN2gkz-IAbNLo?S_d5+70f1A@>w`r8c}59coR@rqxM(Hr~IBZ|(B z-ylh6xQ0g5!_{VK{uAqVeQsrHU77sBACRT4uC0<7>B|AT6583TD`y&x9&Nf_Poiq< z-jR0iSDlo5uQb<3!Nmt;lbZcOt)Tx=G1ew(9iElXP(sBz*;_ACf|_Uzf)^74#? zwyk(Ut*dUe_2~cjMnJHEVa=7y|2Pn>ZU-^VR9Vpt zH(dr4_OYJM;{3C8nkWjLY{tIKt?2l?`|hN)UG_>!y)HRW=XSy2iU@Cqy?Mwt&6E=_ zCo!2_!HLPDju-VyQE_qe!ozpbiU*Lsle?;TKhJ9F?NH$gONRSyFVV_FP!B=9?$J~6 z=#)8YE0nr)$bY+x)f;h{Hd=Ow`6}u%|d_s8Q26wM8$~heX{( zgFv;|5p;3ixS3A#y0*SofMfk13SBgOC4D1;4qjuP-GMd zf6iX6U>NiE^J`(rfD?v{yr`E>`ui=jRy#YV(y-=h=Hcjd-ZH^s(p^iw@>m77`xY9G zgYU<6Ul29`;WM!6gsD@dgmEUix&bg_!WJf`Q!90POo4QwT{{?(G1X)e;&6|mZ z?%UE`ADP__J5sS|3Ve6t821YC{l{7X4aAnNa;Uol&xsh)0U(6YVsr@srH!h&sYO7n z>`u?tN>ZPz|6E~gnrq3O4n#;-eKm1hm)xo?GpwoaICuGrhjKa!mcxb)6)!<`^hOzw z>C&awRk`pELkAB|BQLak%IAyKXL;(nGH}AZL9U^;Wr7;BTX0FI(4c!P2>k6lCCIb+ z+W|@au3E!Rs<};z%Fl!q1$O!@%`ov+j0=e0X+$HM-=EVLY2~`Aa#@dXNPTm2Z>xgl z36c`6Jn>LMFwZr)B3(XArbL}bwVlwI4xUWI5d6A)Lu1`)y3ADZL&P`XKhr12&Jh9? zf-9oTmh<|%Dw6L=i5$JeSfR~-eU-QNzsG32wGDCNzx`d+`Y9Dd;tYd$xBvN{WTzgH zY32XzANd~lbhe&Vio&*Vl`$tT~#)jP!r^C;y*)la_XJ4O7Rj^|Jl9x?R78D6B^4ENFkg7Fr60LMMLage-;fM;wK+ zSb6zU{Kn$j_AU6oKdv4VmtT&T!}3da@%I(xXH>3ID64hI{}zRbg&I;QJ1F8Oj>=#2 z?QgMFSE!kr|2ZLAa`*0Q&#zJZdhDgU3|}69>3#gw9tpk?>uEN-;slNrjoRM#jyGnf zT6}sJ&r~_g{_2LifKrIwJ-Jfa&OcZO+qOHD6?QE8z)-eAtE}MW>G<(Rd*@QY?xR0U zqm${Xc+M@tNbuTM^tFHS!jCRncjhhp=pwo6|Nr#=dJd#6#w%B+m^5WNwYf6eo!R)n zcy|M_R3!DTVUI|03fZxxt=?)8BNvOZ}!gpPe7Al-yrfS6A1b#!=HNVQQnk zD!=@D#T$zDbfFY&o?Sih7>Bg3*Mrj2jEjEv0i z*jUYj{W;(JW#?qiR%HzskAAN>t`MoHATR&i|Jv7kLed*36xQV>Bxa=KvhA!qIFtrs z+EN`Rha)tzr!;cSOzF1?25sO_3{y)rm0B^fV{D*FNo?lF&BLb6xGILgyd2xc<>r!Q z^q(%o8+^&T-k7NGmSNQwvTnD;r?Rs1(Q2u+y)}{BN+)M0+IV%|{gG^3C)HKt@yyH1 zOTuekbc{x3Z=P}Xrf$JN#ZR2|I;k8v?ZBJsEs9aUZxvuW+&>|0xzIV4*4v&t? zM=D15m!@0xxMyW&>&7ed*bJ&?UOc2%^5nyXiYS%D%O8nhGPIm#hzTYkBv?BK6~%3;u#yQ zI^R}lJ3T%iH$OMKfq{W#|Ni|nG&F3&!s@v*!;&$xZrgXhiV@Ra)sTs5@~ zh>nWlJoob8$(=iQvdg@_b)SLlHO3u@X}j;{X7fE)zl{0hi4$S6!4kvcTSYO@wnn)$DfPjFRnVIS^nO*1n1jjt}RZSX`#6|4Kt1){R#(sq` z>7zH7t*(u~SYR<=wr$!?Z0?um;1UXDklAz1Vv37!a8OX#$p;(le!N{aHjz88aoUZ! zW@d7vCR}c><9LI9Z%bxs^w4>+*&vxWr`ULSAUgtMSk?{iO1mDh^Vsy&Ed=};-ZVcw6CO0k|FF34cP zMryR&51X|{oo2Q@(OnjxR2QS6kZEl)(3-7wwY#*YGFUQM@ADR3qv}t!^PPpyj9RnO zNi3I_OOxOzc)YD@<^HU|@qwmpL1x>{+}bYRKKq0saM`iUqN1Wx1F3D~rlM7oi%fl$ zqLg20X4|oGa7g+ITFJKMIC^+`hHMkEHh6by#TMafanVDcp6=@U_ALZg;b3Jw)6>&~ zb+0Rbbv)U2MDO#{W-Oyn%onf6CKqI5V++w?#Gh|>*Y4_nY|@bMVf4oj?gyLp zo6gNm52cJ_ZAMC79-^-kwCKF6l5$xk5tBz>uqvM$(`#IJ*lyIIihEU6Sy@?g{6*J% zf!N%+3`52{=@&lGsx?K%<``vUX8Noan~77wFx2d=ty5H9pIDKonrviUx15fSmuuq# z4Yhmgc9#ry75jMY)38YE?x_kjnRl8T)=f03i3q`VOLv;J%XC82@!q^~qvW7&(TkTa zU((m5Yo0oFr>Cn+w-%vY*Rf*73fza@*|QI$2ap}G@p#WY_;A4q5o$e))im33N2fMQ zr7FvAEFxOu&p+Sstjc#7t5F)58fs3j8XX?CNIR`rSy_2DpS$GaqpeLEZM}^X^VQ*U zA-TD^_?j+msSrc&+}UxTmWk~dofnw-bY?6>>4$a4D3m9mE-sYpxv4&D z6S}R3lRgJcetoe2^1$5O9NGE#yf<##sD5*L^*}@7>C=yy3MaCc(QOH`8|xKFQq%vX zo~h0yDysQt3vcDK^P=IqPCqt4G`R;MmRNatYjnmHOjqSUadkZ%Be`^`_B^!Za*7A3Whcnma!`6f*Yt#ew7aZ3T9h zLde<8nHL8dljRT=Ne+`18foTl+tvH*pSZhQR86BoWV-FX1+;XY^N-afup2D$gOhmBg%#VDBmZrA0wvCIC>9j=bMy2~|qicf1*SpevkDm7LvSI6b zc}SlJwJuscT^8Y2_u;{&fyeW>BfjiAW7#U1*3n4*o#r#R<)YHk+SY9Q4eQojuqoLh z>o073P-_f{Jo5o%C56)2lQTV7oIH!|?e%;;vx?)-51V=$5U`6;9q~ zc#4d8?AVRkXtmIik`gSYom-#nwQB??kR*gXnoQEOzJ4E4jUx6MS*{NS1%1dqN)8TL zoEs%`7DtIc+Y>I~!R{?^H3VBK^h(Fa!j={dKOvji_xIK-BpWG+3mkpG!lj6Mb{EG=DrF7_qTD88*P@A?v>#-#A2s~7_baKIObhlhI$+gjv^3e`^N zA5{Z=2P38 zs*ur5ds_Ku*P#;WM5`p8`uX!`W1P-S00>=V!t8+~7J(5n~M$tC zH~UlqlJp0H`nb>20j(mv+gyWotMt}3kzr^1BIQvqr)m9(vtGl*-54CCa^?Hr7bGM zp!RA`l9mv`J*f5c1IBeR9xS{D<$1N^#rt!^tOpwD+iOt8O{NdDu+Uy1&06(Oc9pW1nW$i`d!N7^Mh#Hmjjl4ODg|l#Q{z*j#Ki4R;GqZixgM-qc;F zZvOuMsY!eNsUk6QK~HnjGQo z?*81{o4v>F%2aP;tf`%!meb@(cakSvFQ%?@KqXfXF`NsZ_?U4b9#NR;un)-e+QKRu z8X9gnr1wyx31c4Z2@PQ1vExWfrcG)xvX6?`{7j))L2dziMqraamj&a&D{RuXfi))IZfE zgI5;|9vjZhOu7d-&ri2m7boEhLQoSUkKSBrH(a>4tG)dd%A3K&U`xuQ+#v=OMUm0+ zY0oLn4XO0KK7*8)L#xVyjZC~zw-DCiD} z?W#DvT|rjX{qW`bzyfA_POVty@%{#*ww!E#yIwXmQo?K8cT08-4Gpc4c(j#Is?A~K z(MPxKvB0R|wjdCj@|m(3MX$)u@S9Q|c=AsvF9kkJ+C) zBa4($j;(L9^~18IOM6Khf`Qkhn5bFxR*R!EsUdH~|1?qCE9PdWcZ<(XPt@I7v7TY` z=I~p${y-Rjdq`qcnCP|EsS&6lX4nFqc8gM3Q)LXeh_QgR(&Fg>~POC@#4v>kfeOT(9>70T!~PQe~q#tbov zI*gOO#&ppbZ^)@fTe|F`bn@@8t0sLvH`I>i%cj-#G}c+p!XhE$?911fPd4nn?G8V# z=ieD1(^2XtG*-kBi@c;D(fu__*T!dt|fpBZSL)v+i^z`(G8*gU}u$KsE zM`9p@9?F@H$(bEjBVDBrpP6FE$43KGKoF{1`Ap@}e4$s|_u=D5BeIXMMW)6FIC|W& z6HJ3Fx{B`KyC+lVzB}1^K$V0!R#pb%+^}g=C<a-SJG;^6>&%h9bII1)q zT2DFBe&tKvB870-lS`JaDlgdX+~03On+@P$j9n?{G?Qksw5nw|)_GRaEO#~qU_BW9 zNL!74=HeD-xhiAd`VYp}l?J;>Yi3cI@V7 zCsy_|19)2*Ory;6=oT^1EM597y*eRIE$dpm)9jeiqisU94Z#3oTX*EK-`c0176{}R zi9A4XE9b@sz+-;KZ6zgV3BF=iONk;dBTD5E%I2OjW33EJ@!6@dD&yE}&p!86D8hZc zwb7B-0>)q8-^;l6^TPG!H-MG2baXYOwer$(QfbMsk~?$e?!kixd4S5AzV%J4tK#9c z?pIDWtU84tzC!No%hLMy*=tC@_wn(zNW@`;)9jQg(wD#ey;UGj(BRa@>EtsoF+~Aa zMWDM&Iqj}RHV;|{uLz~sn6R+0%%5N*()1ZdWj`Z{86z@C#YS+3e*N$u5}?wqC)lex zV`6ha^w)% zql1}4M!$ZvyIbg868Vw0gk2*esiot6tY&ruqM0ng6xx8{v7kSxq@0V;b%xh#2xoyB zw7Ws<&l$T18@b$(`j*mdxnw*tJY0#~5{c@*O~B%P?cB^r8Nu_aaoUU8LCWBj7O8yf z+Ulkp$4uPfJ~1(|OzXZksWyYn;fVg8FK=&7eShQD+0pR^$**zBadxbZzIfH{p3$Bv z{Ie#N@rDb`qi3LGcA3u>x+-LSgp<^3`|xQQ)4zzRKfg1Bpb=1 z$+t52oS25zrAt8>dqpKMA#((-R)5HAj zj1Lz6`>tSWf|Yi=bw`e?2bb^A7egl@mC^=j>< ziaU8t8hLQ72G8aDz`%efbY~%L7H|Q99;l4LPj{W}MXx|`6zQ3cyV4ut`lXy&?#pxL zR{!TorpyVh0&}dt>AFxXf=BS$k3g0}?p5OMhThl;=x!sVU)>1u-K+%8kYsIHIXQ(` zO%db^Mdb4Ns)^PV6Q3=IFNa}sB<|x7yWE`!T2G~7Z=u0jywhijMU0?Dxs&r z+timY+UOgD9Lmy(zmeu(qy8r9PZUb?@yT#LW8X5nM|9+4J|y!JiXeaqYsoK6NXV`A~AXTW0wd-Wfr^+1h^KvO`F{V6x* zfqskO-N2!!Bcvq*&+Df_PcFeA_=mE&3NA5K)<4h6m2bt@vGNCfdEk$usoO57aPkGL zN=GF_TKtwW*g;F00#euk4-e^=mLvw~FxtdNZ1q7>`t#2}d9Hptd)w7jh>34i{y4dJ zO4N)0nxB!A6*pMPdpQb5&U{i*}`+@|~;VF1Q9ouZ|B zbhg8^_TGn0BET<_w#Ozh%Aqjw8{tP0?d)1PGa4~uZqibJGQ6{2wrC@5iJu+qD>E6b zNt$0R*Y6KzNoH7{j-8n5i*2juOaHTqXJF1&Wc&8*h@Dwe&*x^gHB5|*VR?CZnd)?8 zl>W!A4Qa2p`Lch{?%gLBEm}moYE|{C30mOiGPgv-f_{(Fy8EbicxNwE>YG1vtu&wOcwQDob4G{(# zeGB`612VFu_Ty#Fb8^7WPtYs%R)@af;v zcIx`|>%Eo14@gNv58vBj(^i8tO&AvRER9oU4GAZ=30g`U8ATvSYZCR(Yh+!M$+RAj z1t|v{sH;@Ooa30jc9fUi(p|?Feu!EG)c#|Gq3*B*j=wlWDZg&@gn4xzMC7uj1LT ze*Lq)gS?1f0)SG6>_@-9B2*W_p08iO9<5a~Geqk_)S2oS4WW}KPc}^LVPPS&4cJ|d z>BTtBgbqW1KtM>pIqgy2SmNYD29U#=wnaKqIxZO_@{Si~`#&I9i_ z*!KE{E5-V^2o!tmuLE8i10T+ROUYdxkiE(7k?p`Pt6k^;s=6EnDWS){l&++w zR|EhjTOK4xq~r8By<@4bz#H6}I^W4uRDPnHK>RUr3!tN=Wsl1+^RRj|3C_OLuDQ{_ z>CM$8ix)FBHn&`L8f}r#{-xiQeBLuNbDGXgBi-V|cs8$r5W(yZH$UsnHci?DFinwW z{P5ue+rEAK>T+qM)7EIe%6tFuBRdPr`vzSGBXoD9jl}4Kw>!_skd{Z&etQgt2=5PM_cJ+tX@@VT*ZNJl-5uj)5_1x+>i~31>{F^&)>1+@ff)JPX+*-XPREZs z-lXX;@8$aPhOR(L{IZQdHYH>G6LvmAB{9Tl=I3dw-f^-O!Ef|W@q%XpPgjGGd>-3J zSSR<<8YQi+NM|B~{raKfIt~~&P#>SKqxfWu%{KMmbm5j;*yLnNG^MZi1cXmY4Ude- zVRc74+{9WvblorzvG4Y|fE-jW0OgC(@;H~=!0KxG+qZ8Q=I0*=eJvL*8_WYvG(9sj z@_c}(_09rxG%Q`0)lL1vEu&X%+GhZmilNFI&xAjb>+{ zvF%z19n$uv_8G*2q&q#c@Qb0krUYF{a+jbfRnh9T#G|SJ)QLmdxxzF_0>uMb>-DYjW`NDxjsbIR-5ntM^0s*z&(5!fv^#44a`C@q+fHwwKW#{Kt#_m%@Ub6(-wN3b%bYESp z5?JzNi!KRqcVsC-$eiBpDDOBmT0v+Fa+8}kZ*I)CPbFNwMvg;+Vx8pv>>$+saL}0~ zughm$yFvtxW%Nwt$5)F40eLlM)1xs0_jvZ+y?ecNu>m)3-Xtmp}NE!OUCgEj<~l z@;_aDW0lWMv`;WH=h2E1agtQb*^ce=aeWi-R_rSk94C0{I{CyW=Nu%XDaIy*ZPtc12MxvvQoic2No1dwP& zmhDI~{YX ze0^Sk9rGn~Zj}esCk)puYF)I2K{Tw~l$pNy!SM7U5D=7@n{Dm1VtU$dbqP6s^WCxr zE~TryU{-G_k;_sTxEFIWyjW=B>Y0tF^w-c+-7~}M{?fsv4;F1}-u#C$D>r(yvn|xV zkb$x9){4G$#~3vKzJpk_k$Opr`j-DIKY3>+t~}Dd0h}RFAMyknCud1R7xgP>U!u7r zd6bLmb3<^T%i6!D(aw~Zr!QZk(d-wJukh>s_H7R=0s3A~&Cu?<>o7v6C{&t<6(bA_ zM!R}-9pKW+G{Kn~WzLPa@7!VEx$|v9aAz@!0kE3TBW4j*n~hCBOuBKOdFH^;9bR4(D0h>Vc$x|##}*ltNrd7#2k zKqFu`C-5Fw(e{jYt|*nJzf_~EGTqdE@-6G#vQtN=IcmwuHTNx#`;w55m}qsN@3rt^ zk9cKOTUMVhCBurqgNSU=@#_2DNAXvhgRwvAjakegXd5+SwVQJg47Laz~%C3~FBG zD@XW9jH*H&q5a#V1@-UOmz!JoOnm_WhBfjbn({dOGKY&s3KoJ0g-Fjm=e&c!sk9FF zy%e!eAxt+^o5F&E(}X`qRZG@>yBMnMB-l6NPFS$f)aNXvXEMkv1+jxoB1TYwlamvv zI&V%r0+Cj&emrc^lBF=*up$GIgaRK4D@H@KOI!lf{{V|P=>{g$bDgqT*aQU|2d9ly z`m$1T`i3T3?T5kv@rJ>(z;?ik0V7!tdVbso3Kx2`JWxBKm7v3gA(KEsOzq<{YZXQ_ zM7Ld3xUTP#o*qFtgdohfXT(lI+z?5I+_FYyN~^=jXLYgt080ez-&?yh5WS4~+7S?JMI%-*s>u?ha3DK(;UAD~4d35gD{=n3&37Nf z8kC7}G)F0A*8ppH^-35)w0yIhUB6fAdxL&J4NNtAF$qNXdZkBpk~0_DCg01TN-`|E z?!SBYj!ewf@ocC0$U05?a|Dl|ER!jooSZboO4|)2*Chd91EkKQ$1k9Zg?S+yTAZ?4 z%4HdlpJTwwkm(gLFE!XkWj z`sBsH45GJb&av~;Q;Vxt<%mj;ln&bl#8~6+<*yonb^Wiuhx|ZnUO=eo@b{!OH#ZYQ zkhnm5BPo0EoPDazMHo#wIofiGJ$(339z-_LLO@l0haRJN`EnE_1;FIzu_91{DoG_F zz8GY788>DTf>gPb|WY=%H= zGL~uHeq(YhBldHUmU{_TuE~}3Sn^YBoui3nnt6N5$4F2-#CZeEVky}T6jA{vNfd+> z+pq6es7+&`OZI7Gynt84EPKqeMF7FT!=V&&xo-TMj~TI$fMZEAJ})kQK=L`O4%{tB zG2B|b9;`C&IJI)JYytFLFJkC9hFo=xxz4%An}8KQ|M+1J!_HMeL+gU50Zhc9)lB?f z%uT^8!MC%Sw5ziqolJ1O7`4>Wc4Y|(iI@)UY<saCi;G@guCJr}OW2?dD2D}f7)pipTFi<@B7j(lqdY3NM zkGVa5d>DVa+ne=Y|Luhu5jOU?eowc#CNyL`5p3McS z!$1-tnd{lvWwgX2N?u}KfMODj%LcA$dxvb^ut67hQW_xE7BfpOgD-&~Xj+$}TfDI< zKfmKnz@o^Rxm9S?T>8G)q`iZs#N`xB#6TxIWs-o5XuBX zZ0bk;YBM`Os0T%#Kc9oLm}(p=AMOqs$wHEM^PQcmSFg_8d_WPDNvdTu+W2leN8@u) zMdvL<%#eT}n0@7H>9Yp%mWNcB>S)GzXV2LeJK$Kd4=^QyGBgPV1n3wVzou<~+}?zt z0?f`-(Qj`jl7WW?mE8w1Ph`hXscmZ0z#0mU#Kl^p?9T#4&6uF=I4~a6SiM>a)DV-=r-7?Gx=QSx z^@}Y79asxlksZkJ`m!F^{0rrFQE z;694zuLhYhaAS=)@zPm{#6p)#b%<^9XyR9ZZjWfLBAq{o1))C<*EMF^#9{{pfxrb% zlh=L?sd|(^P!!3O6y(%MbRqFGV;tvqgzil^%x0)o4%ua83@l`b70qR8)ux zMc8k&8se3=S8n359lk_NH^iuCgVWuFjUY-nk?A2Sj)<)mvbO z-OC{t@(?W18#1qX*ik`grk;zHV?2_tv4DDuKP*bKc*#dueN` z>WH8Do1a1szv5t$GGo+k>CaBe2}w%g$s9)-neEe>uS6TbbM1$=xWJ(Vux>S>=eMin zqDvL81W4yWB@piWWa1X<^GM(Hx(`cwX7^0@ZXuzjTI+8mn_(W}*t6%`9bR8p7l_u3 zeLz5@No$r0RA2>V#ZM-96aJ^aU}iAII1rNkeZJ zN>VEr(mPZhRWPz;2tFmksu9Hl$c)qnNF9BsxiAH^$iw&O+UI)fmI25|zNjucXKUfB z7o$4}P0^bRc9YyUkXAM7!6h3c*NgN=>lbdg&U(00T=&u?{^X^gt}_RODGW@DIr9nu z>B2yLsu494o1Ivhg{Sp&bsH83K6$dnq%B7SZLZbwIAS${BzOWPC8xb40Awv>A0tu| z#)sO5%>C3HY1@-YLpIow842%$pyO21x^?T4Ae9689FZ;6)JVU5vUX~BIKT*f0czkx zXm7lz#!%ztqjd@URD@tS$dC8AEsC#0ag6S7#C2l<<0Ann_#9TV{KkeAsJ|e72iM5& zW??x~WLp-CT`NG`+o-b@Wn%M})tL2Lwig${{)-i=Kprzl6&^A*hS63Lc3F^zJt60t zpU?eb5}xdQMqgkt%~TzsAPJNR+V^x!@nN&>5wrs8#h{iqh={6&zYI^cY*lQF7VPZ$ zHSMo(yM)&0TD(q9tWtAi+UwIN)?Zj;v&biHiIigeg_B5T9LT%GK7!ud+c-BiXG#L4 zAj#3pFPgNj^`8w2VXXs&zyeD*TxhMMb7a9#R*7Aqet;l^3r&_nVu0?%=<7NTF0v0> z`{1hlluho>6T|H_=j%!`wtMlW#WzBQ&EL~KsoQd54$5mfvl+~4LB8h(V(HT9w~IRD z>)ObcF72sXs-+aGSp&}%CuDB(FL^$--;meZK$T0YRgqzdGE6Mz@MOq+whDTsmq-HqqFm2$0#3yBe9vn?NP+m+S${92n}^ zx!bhd?g&TZ)=aATlb^hYj3fmyCP0Y8Y*qQ049x}ed*6q8#j9D553fUEg;wcFtD1i4FgI%?4v~_-_ zTPzuFcX+3iVFaZ*zCns3&qjcRhD558qnVHFQj=k2Oo$A;hnQ6`_9VM8BVwq<##car zzdXAgEg|8-vF7sl0$6^7fvx)hSd?HKAqNdko;rn&_b8;KD%7ha*l5Ra`T>|bv+F<% zxIsv>JZNi(QS#Vr+6D4L301BdPEKM^Ae0qUADr}1BXia1A`&s7 zrC>aY#bA3-$dpKbcH#Y9hZ;WQ@!fm&z|&|5P@l+b_kE|IsG}<3^GQ{Kt6x1Jras%= zW^#I(i5K)P%#LM)z6hysG#;pD z-ssQXVDAyj7}34PAdyw2JWWwBo!(43aBxufA3v@I56=rv3xN*E+0dcXa^}BGjEqp# z2KcUa@7-$*s|8p+GHYXCDEa$`z<{!XbuvWNC#KIBm^DxgMdp5Wu%k+2F2`U-WCvA> zL?{b+f#>4KRU$C>rZ3%eN2l35cMlqv{W-smA(SHsWr?yZ?v6Em11jN6QNz`qE-$TG zuz5tnCv7@fCuvBED8Iy$M8twQpvYdhTiI0-g8tmK3tj6Ahk?o6U7R{+rKD*l;+DH_ZO?t2%0Qaoa(Xk6Bm4Aqv_<@M&rkd78RlwT$XYd zF8rCBzu`hj-m&ZV9zDvA-p+(x#;7t-+~3DEb1^iacN_$lnXe;+-u$f-?I&GmyiV~` zSw6}&+MSdcalR%SDsyD6zeameUI3BSfprqQsXQU!56K09lzINwf3ku9puaV{sbM$8 zg-+}lxlG-07n)EuG{-FAV9BIn{-7|aIG-ZlWiGmylm8s7>`rr&`rtrHVbpT*L-hxl zUf)2a=YNU8Lcl(EWMTMx`FjS*CGk;1Vw3&LPoKOtAJSuGVL1U13hmxiYWDAn`K`t3$*V?3CpkBo#YpwQ%V>rK437nK{ zGo(pu^X|jVsYE&;27giq3Da$AYDzK~jGpFvlH?pFh4N{=JwA(6RD@FB2Yl$b9X~qDPDe{w!Pb;9N6x4f9&w!=&=5s!9$`p=Z!m z)3hA0Gr-u!<$*_2NUJ3>-Jgg?pcaCZo^e@esUnO==qFzzClP8BTaYVl6ZKk@AI{6; z26dpAC_(3hvaerf>KC637GA9h_eSoW=<{YdlOeFq!K>1osk)zfA8CB?w|+2N_tzgF zZlqT&jn<>zWz^Jg7UA`qH)cIkPoF-;E{!u@xpJkPvT}X&CTdW+1T8SZ4avl76uzaI zi@3JnOfJM>jaMyAO-41)UMaRX>X;GQ{lA!-s9hUebvT3uAK!j7z~Yr)9~m}m2tF@5c>>1^ zU^Vj30o?&fz362Z=~XC{`Zd}cWTBl+_I3kNAm)r`e*L6Tr<&*}c>%{=ZZBTHz}YuF zms+^3-)r>uY<=7^>aGdg5x=Z9`(`K(=8;!k@LFo_{Kuc5S<fg_{z9pxQ$m>64p~F{BUvFo-Mc(RiDJ*J#_bZ<1p; zPR{1m2i9@lDk;4*VmndeRoGurnwYPbINd4K zwvcS&l35~`>~KPwC25%1?KHDnK`##fAh`KEMkYH)CK*;OjeflNnT+;Z9?e)K)6}M3 zMzYT8Kc{DDZy)p2J0mVGgHw#bnM+cE$ZjhAx~0VZX(BeijmBg;kwKC~<{@;Zr=lkXB77G#hhjp~@2v zl&`Pv_XOf|BB!6Z7tGEE9ISC)%aLz+ae|$6Gl03Wpt-?!R)5cEH&=!R;bviB(P@#+ zbLrC>;^C*O4G#+=p1_;BuvJEcg>erYpbnpMLR$O7D{_1AoD#nbSi&9R7W_<)VuV2F ziHz4@^yb#Nfv)EYY0;pqG^Sm-Xz2&8Y#UshZ>@2%Lk2fpV*lF+I`6uegTAY?Gb}4h z9gun|fBT$y;}|)|Kn{SxY+nn#$bPn8UyK|#d+y^CiT3PtT_4=(WNOUXa=s^^|JQ;8 zhj;AC!WhpmC|_a25r~F{26vWxZmG;x_}L-Z1T~pva%GhCSoXqgR--da=LL&53}6_1g*tlm-Wt#jEtOT zOBZH#6J|btsFE6_J0=}OCmnK@7T(qdiv2`4& zO^#9%3!ub{_b~VCv@~T~TicDhk8zsQ>TLDIQEzj8hoWI=R)%b9v7_V}kqd!Y-Qv54 zG2VIJNqldN9@U*o(dL!fc{!hOXlNh%fVE)5IBq!!KR=5&&Q|b;PP>&{|B$sH`yV>- zE&l?2)USf&QHT4%1<7k@_<`bGqp^|R6^}j$f{!f>>{qwtJhBElzt>sRyL$1i<0m<; zHf)!zc=~!Fia_*#m+9e0~1^X6nMA zLfY9Eu*RV)8{VbdT)gt1ej&GfAKQ&j*r-!Al|n3Ae68qr1ch-PEFB00VCQ*{$?TvE!y-c2O@(xzGELuVi z(PqyK7f-cL_Gyh}_>3++Kgu{U)yl)F2K2H+2Nc#Vwq zL0ZlSHFb4;kN8@pt*nv}o*R{vc8%I)TV%EO&Zqhp?C!sjJ^g;<0=e~JA-Dr?=+9+r1ao_H4ir*ViCu2wNQVDVe!bX z3$azdZdcp|RuDWWA(i*iV>O*;tx#SL+L5Olz&&T6AWXd|MeTLo{Z~ZSg7-iWA_`%9 z$TTVfzdCfyNAlbcOZWv&Nk*V;IsBs95r;_VzI|GF3x!7U ztRoae*mL7G9mf>lROk)yF?G*xf5L)&4kLv+acS}IUbv-fR4iqjUB@AtHaSmyJ-wp7 zG1VsvA&}SlVoC7{n87_SFO>N;=UL;NnP2MHnV+OB@!xz(9v1GMyAXw#|h{zcCrh(d%n>2#{ zAwY48n@~Zc&^F;@(ey?&srgy-g*s zS21~3hDw~jqIT6<4nJ?RkSB0>saxCwfkgQGE2;~tH~k8$_xw2nQE0Jh$%3?$2eDp7A?UXdrY?J4@WB(FE2W`Eq+?%gze<+7B%?dGPRP>x}s_?wipW^KM_tz1ONgk+#6OZKqbEA77$fYp- zV<{WHCX7Gqf2(G=->J8&odUtB6G0lM=dQE#z;WTpf`hW;5MTz3{Lv48V+bJzeDuJ3NT8+%F60ZA3qa4Lhu7Wu|}h!A}fC= z=SppUP2_^TVw3lX>WD{-sQ$*?dE+Dv64$)bWU&@W0SmjA5?B+68OM_WV4Bw?fn0xv zpDAUg`se%iCj|VYBoC3x>mR$m;W&vcZ1usk4tmIT%G;JvwBybBqdu$gMJ8laRx-t0 z@>;r@>FhlcFij-o5$`4}N@$F#V4f#g1(?`Bq1DZ4bl1wtMU)HC$i5ym9!6d@Ql$*W zMQ_Ymql)&kb8V*~JKuK&jUqJ_6SF>A)+AWIPSugRUp~$+=PMz8F8=a7Z$$j%HoW)b1}yqm;{mhbg6JA@Z68= zp=V~9c;L{;13#m-nCy&Tn+L6fJ>5@3a|0DQse&=zvY0ECBymM*cKPZZ zI$wB$-R!7;PRm%6x0qedhj0qz^HIDXiv;HkIio?u6eQ6%6_IPCd=7uUVW~e3OJna# zeg6tTXcQw(9HK7hJ%igpB6viW1^G#6YHa;^;VX?}{mRWj{(#zWjhT)3d>X0BZ}~ITU>l% zlZNF}CVE$E98v{FIhkwL&ye-W!ZrU&ZRi$e*uV+8F*S`LkNE(O53u%+fcV=-3V*EA z7za32NgS%d!xWyk!skwsxqA}CcESz2ljo^?4k+^=8DD!FMswrcVw!i?6B}cA(&d9o zE0-3}r471O#9qx$FN!V|iJUI6)QixzTeN#4aD`Bqq{u*y;>~C!_C1_d5*hxqtK#0*y=PwpLgzEYnG!UKZ&(aL2W}B_a(JLe z*eq`j23oc?^sLER5$c;`_LzAEbEbEh#xr@mm7qykR%*z?NC~t>u}(5?KQ=oOFkg)$ z<{o~2(MVU`2?3pm6fKuhp0`u~s`W#PBwRU8O(j>D^r0Tf$-QZ8RIRD5X2qAHbA+9O zYg!wlaH%raO{9nalL6uiS?2sG7;Cx5{^vxU>` zVZGf@_JmX>JTq6jEYe3Ij`uQ3{5V znl>^pgarnEi5kbF%3{$)E-j{ZhGi-(keTsXD;jWKG$8hEf;P8-%$E1GG>Thg6%=-d zj#NuN3k?c7VP+;ys2ZE%&%}0&q;PS`E=b=VUS9e#f4*NFx+Y~Os99Rqd^DnGkG%xO z?OWJv6s-q~IhLB{OzI)A@$}4NGlg`KW7ls&R}A9$NR{^@H!onXdOEeU-&39LOS~H6EM>FR$zOVKC3)?!-UTn6rRAyvg;6Ul+9}RI#8OST~G3T#RV8 zIHGSXF3ZoPC?oTfSi8Vvq@T859)7T6O*zEK7^EnJ`ZyiM zj|)JAp9^U~=HGOWo=30iCQMD)Meb6*Bd|a<>7j3?wrV=`RGtZ4;F8FJGjW2{#X?%y z^RJkwt03Ucex+gy?)A^oQnxWEbJIOr;IvELvkaOn`zr_jA2_XNY56=7Cf|HLDj;W zrLd}O*Lml;wBvHL_F(4|o1 zD$xH(38IlWnqYvkj*q&Wo1Aspz_5{Z4Ly&oPi3d9hoIzE&dl~_TVHE+-?{3c=4Y=c zaM151`wPt@D6Me|bfLD~Ke2_Jx`ol6J|ABlR1VJ@&r^A{cnKvic!BLZ++AcIezE(p z=RmH6g6F_i3Pl_p)L$q4A=+^Gzws!Qwb|^*JT5PD9LBOux|-xQw4#p++8Qs`)?Xp>N?!kMPLaA2l*-G?ahhVQn)pvs^Y0x)zvN zb18z;zx_*MAhWCW1fH&y^1-8BwxDzy*JtTqcFBp=6#m42=w2@@a3BC$|7R@g!ess( zX{!pZZB6dNQtoss*yUDm5rK`@5#OKxdql?n3%2(1Y}pTC7Rbv|6H76fOm;_i{c?hzzXfZ#oE5dT@4vCXEb zH47Z?750PLzX?Ufg6sFFMET|S3qfeybc8kVfskfY$J-8YcE;9s&>2G1=d-uR&heyD z?%L~}aq7hEyqoIPAeXIe(r&7LZlS~%g=QzHL%bg=|7q4rj4 z_#R$Mdz)eTvgeKa6=GH?JxeW?^=vkJSvAga(}VW%Y94zAMtsBOh0%Qc9b!$+9ub^P ze5BN^i(2TvsK9yQKL3lI7Tr4d#nhxRvyiH4aIa7Td6jppfa7uGxOud!tekh&=Zvzt zo=0VEPgu6C*#7iTMfmfeXH9P3MUS-&%(d)kQ3_)ZGC%pN|CmqbWw#GrZuzewjteR} zp50`X#cDU*z_hGTvw)OLIub+LIJo!tdzX@?qLooHnBTh20Z}W52$9Dk6+>=4$~T+% z23x|0Q;U2owRm}XC1NCMH!O*LQru-^amTaP_u|i*j&iAir0!pZLuKFi&x{L@+vDFr zG>VNV=oLRRIwbl$LXsXP?J?u~F+W$gj{U}lhBPlTu2ZU6gp*Q7QJ3!de-Uou~&K~O*t9aPSqo)r?UF5?%u<4Sm^iy*!9UKa<)r- zAmI@V!&hYH)AGGY%H)-jADEa{kX8;n!e8ELBJoU8p_kJn?sENOoxfpHrkAB>H=Nxc zNU%KR^5exTwIVYzRN)4!0QDE6%^gP0xW^YTSHTJv^>}F#yY-7WwSxV zF2KxH3oz4LgqGaWk$!3IcH^4b+TPa>_EmzL#)GZ+$Rk~$;`otgte}5U+qT-kD#|xV zHKFcA&4McRYmCD?=y%DX9I4u^yp1y64Uq+B*r5oWbGNKI$4Ag6PVB~iD8%>Ro79e6 zznz$Z=6Rc_gEAf$5nm&-@DE$jd@XytT`UF)y#a)KwB*l-H`Sox^{G12adi9JKY#XY zmsfExICz3ijfZn0A|fnd`!a?NjF9@0A_Q4uhO5w?E+GeB$pZz*L3TU}h_L8eG;DB$ z+pa&pfV2d}%OwHE2$ou$`~Ub|kTl=mE69PZ7Ta#WiY`PeIiW=u7tmxr(}C2>Q|4Ab zODnkU>&pb_$sr`9MxI55N5NEox5JaDY7=yeM?dXyGl192J!r-HJz=oxfLXCidJpuU zg{O;pt_jnFA@`4~ABS zL()+oPCGo3)4tIJo)c>fpl`qPXouH5qb|(6O1Yri+lV%IhGj1!n5SHVS|DLpe6m$5< zNB%7$FMmD#;9rY5o&R3U;mQz;ts|#>WHhn=DU`GAKd+IaT(;Sogz$WrcYi%OhRx0R z(Erag{2r8oxO<3{A35Me9+3bqe-#+y&WUOAEDZ7#H9XE30ztw-^tO2A84_qujx589 z<4!<0j`(~J_R<8UTaKg9uuAWvp1vjz=)q}7)-}t&qoc2brH|)wJvT?kf)MJv5vU$~ zv|**4RHz)>3wW9ckHA{$R~#w+pVXHBq-XqpHHXaH|Au7F1w3Na_FR^}R^kZuH-<5m%_lAe}3#K46LH~FB1Mmk>Tw?LedYqv8 zw9_@8bZ2-Sc?cvCx4UgxbTVa{MH~pyxTAY3@7H&0B_ySu{k3fWN#48T6sD-&op5qS z7aLB|acl|MdrIV$WLakQ*GuFLF3J}ddeDDF;Xsb>iEo3I!KgL`j{AsoeQJmzk3k&(|`4TU?BYM|1K`# zu1m899pMkGb_%!9P4iAV=b6x{SS;eq{&#qgLYcnz4-zaK90xl7x!t2s${l{U(EnCF zAhWVy261`hC^LDRo>|ObLFJ`zeo$Dx$mi#8a&&ZX&PG8)DVifgV{LW|wHbC(_(}cr zT>)CoJU!vr^Bd*)xN@mWJupjzE6_k$a)PE9&r|RdAJ8RJ4{7kd>8v z?&tRxk>5oD3;OKWUm9iK8tdS~V0J6d!^+klN{OP3WqMxk&g=e7>;A3vJpVlRy4Sj{>+Fp0_w#wb_dfQqkA3W0e->?8cr9<= zdFw?7jE>|tCw~2oGx)au1@}1V|F>nH_|%HhN^AOVs2TI0TH}eDv30&j)u?lhNAzs` zC-)q^Ql@aF{rUP zCce9HpgVR?f!!YGu+&6 z!7TqB07j=9a`6U_Mxa@w@qs)ktx~hGV$Z;o7~_TX9`~g zR(s@;r`G%bL&T={m&?DmeenOpb$>N>r_(O~r;Wc?CLwj8-&zZ%4DS|I4t&(N%aPNk zPGyc#6yHjcntv>H)p*8Ao_$^E%ka?wmyfIb|Ne<&^LU?^fAO8D8fb7KNBS?NPQ1py zb#JN)iY0Y}0@vg8TCdut`F_1jpNeB9jFyn1ugz^*YnwRM>qwK0NBocNN=bHqfAoni zU2gAI(K9D=3%y5V#+a#(4;jFC4c)r)17i#XCN0Z@qc)vIT%%9VRJfyv{U9U^rjo>5 zJ{JSs*qM8Jxu0kAjlVU#PyV+zCCN~U$?i{|6xMuG z*T`VBGXEO^`{6%In*U4w9*OAZzu4m-%Xe?(I_O0D|0l{VTdY`jef$69TmJGGJj?$c z30S^!Q2h_69NNW3ea&Az(f{@j{@)6K{sllHUBTy`dL8e&{rbf>XN~**Ia9HvVV+>| zBog`M|A)vVa#?*w(QVh9d;cXW8TgkYJN`d)B_F$v`+E@nugu)rKlbn2&6yZ49h%-= zEnttKQhz74sUK|*r#c%3IXbt_Dv}CKw^ZBJ#Za!lvyOKjvZU+RibHz-fBGB$euDo+ zy!jWV<@?|3adp$nIsdtd`TrNKYV5ropx@LFyDWQ)Sa5`)>(ryoWAGacvi=_vJHhTAI!I4JwS zRF}6CE)T3xc>R}UBAt~8S3PnPNV3ax``CNfOWxa>Ke1Vua8FHUG}`It#}l7tnXG`O*oY6Rh(lTUg{UGrvVha+m}ab4`6L zot@Q^pNesGzWn^2Z30&ZS4ti1kDPtpBB3-A0*LgYz(+Ct(}y0cz9}YVQ<}c7|C686 z+|8ik_0tI+9!bQp^P#Pdc7qsNlSvYFy<#(Wu1eCNUu{LW6(kQ1cvo4ELRVPmK2&uV z`!yGvG>@N|p5k(SPPn7GC7h%XKhP!Yr?0lP_wPra@wJQXH@Eb{Jd^s2NjMF>ONoxWH#GQb_O$tK$$3Z} zu3sOq&SY=QkHVkl7$JEieD_vhJc7kaem9#1u}sH|rQa3!ND&y|{=F=NN3sc}MA<}> zKjG-A9(>)rHmx+;fZijdOR)37{bPUUxo_TPw<9mM#_O*1M}|fxidoI~h=9?Ci5{1b zP>iX1tcSc}`qjt3*{&q|t3r4(@A8r$Ou5gKSHJC_zb+RKDdxmS?dom$=oLC+&p*#& zgsr1!DvLEl6xdX$-EZq_%MRuk!i`J4kU>fb4c zG%d|XNXz!19QYiu;DM&J<*FWivlkD-juT@oVBO{FAtm8oOh0wiG&FW!J9Ww&UAi#b*Jt!h zsChcAYq^XtP&gWZ9HU8}N(WBMNB>w}>|)X)%qd)RPRk~)zW#jQtP8i?ue`A- zw3#7wY+z)cw(+ST6KFD&)=CTK*x6lbX|8C=gW7ljALvmwzi=j#Sk-7`zM&Ax7gmi- zv|2;_`F>i6&6`sjDg~jdg$!AbDN+f1wQ7` zu1~NE57&Mc^u^4vr9>`ZJhwyqOCo%NCWJLQ=4xva)P8FHa?t)&^vCLW91U40$m1tY zocOx>KK|!5$f0NAfAj+AJpbkDT~Qj@`4(e0jf(N8jVkbLSnI)#oc{=Rp%8nfpBQxf z`t|E+GNpPU*MBo#B$REOOtHmh!>t9k+1Vf_FOjHb4BNcx+{KG|!oM@6x#rRv{AP%F z^zhW-Kl#mNFui*;nOpsb=aYgnral@^Sf_!=wnWF6pD1>bt%lpY{lQmO$J6Y|7bnA6 zbLYk}Ho8!3ZJ>Mq0v|b{0%crk=Js2LeJ}MO%*PA;Pf|_Z{6BoaO}Kt9bV`%H@MqIW zuKyoZ`QNwdzd6QTxWHC}x8hmgyD{9=>k3K>9`fXMH|7gD>v>n12vw!^b{(zKDkuo`}u^zYp1OdC2$KTWA-tNE+TxHkVJmF{&t;M1hhC(^+G3UC3(j* z`{_czfAQwW4(u|SE95p9Z=@HArCu)lyp?>#Zv{zrL_vuJ9uxUe;_v}j$48$d9(|q( zbUWT#O=G>Hur)e-Sm*Tfl??`CLwW`Xk;%rE(rI4Lgj*2NT=2B~>~+hd|c|9>rD(gL$E^Es58pnZb9;hY2-78T10oncce+hX$N`XHC-h}<8qRw7ILnp@SSHrWPy>!V24=C;iLUD0hhu_?N z{fA4oP3fnNwL*+!J#EZM@-Ej^Q0$|yYh_B|pVQA(iZkqn49kCgV4A~$sYcP4jKz+U z=`rrVf`p+t-3YUM*&XAyevJ+IYvPr^U}FfzH%G-%q>&?U%?|khJ3V{l$~asldky;2 zH)|;_n%{Dd2lVo&o>5c&+M4?)Ft)tncRxc%O*h1x1Il7ToK_H=yUM_{n|U%83G~E3M1qb zT~bze>C)vI`L3zNAY}%0yS{y@L`VwHpSR*SoJzeLr6O587}Qjc%<gsWAI0axx4?!=cRoL_#=d?<+NqIj`>c<;%}3CQsI5z}4sL zFUkZiirH?Crt=gd*%5oLNcfALZ+ za=MxJ3(cPjRYNeG85-_|w?(Yoi1AG81KdFnLcI=c22a6Ryz^UB170 zd9&o;>R@o9Djl8S?Ec$2XYQ(1tAgqN=^1y&lx&sS=*^E^;YWf&5US#!LAnJq8?taY z3Mg|rD9(g^6@*NBM6G3s3;<m8-Ff8ZQ>Hvo@$$lV z_T7Mg{?Wsy%f9i)mJ~g)45GTCurLy_J_p6lEPp-+D*W)_HI2Ah7?36xgOB=WlJ=KN zwf0fUZsK237X6*-x>%Lw=DL&~U_f0VY%A`bQolp|O-)TrWpbx};-d8~NnXgM&5@is z^J$c+QagG2&)-8q`r;Y~Q0NKs)-Gq43tC|QfFt0JUYqvo8u zbje`V>eYu1pT2%Q&lXhnGs~no_Z5OS7)6h43k!>(+??g^pod{|E-p}6ScgD+doDXA z9kCb4^&kf-(?HRqf7UfAWj~7GhHIBrb9Ova3T@eT_LDT$0}H*N!JPxr&ABEa=*lK~ z*_lPNT439yaDsuy;J3fGWB^?bHmSbeTQ?hKcPL`TU^pM;AxYH{xzJ|fRf!oY!8dtK zqpP;~?$$xvjTlWn{rf;5H(9 z2IsdbBfMKQeD@Kv0ttgc%2Z=R@yc-!Xa6Qj!BUf z>tAPkF0&Zc%e^v9$t~D!&}V?3b5l)AOj3p1u5WMN*e&-TwKrC7sr}d43JR^p9y@BE zraGfsU#VPm_4%|{tAmvt>r}gJ-?w^*`lRw5lAXR539ULznlY+lMMdWyuQy0_t9oD9 z6w&b0cv`gP@)2LklQz%y@Q|~yv03xxYWt^8pUSjvKbE##nzI@P7in+s?@(pnuSP1X zWpm}ERR2`j(R6n$rcTWyXvp{I@hH00wQV8AhAv-oTFsd=CsKd45-B|he=;Yv0L(du z^-BlYraG%JbpN`rw~413h-FQ7)61uOZ!3>-8E`i}-Q-N;g}AttP8~aq!O3KC%ae*5 z-rf?!QKJ?!Z3pM3pIrY@7MZh>T9yOEq*c&0GMPSl_P@4Cefy%j6V$u~1du2k4Ka`f@+t!&A(2>Y!25REtG2h%u z0vKMOSVTxC8Oc|7oT%ERmZ#Jlmb8&5~*Ol1w9h_WTGC)D$(b1vYEqkct^MhK}NxB&O!(ZLyAzyxif;XS;<97UaOy)+U+AdS3GCFbH#;K!y!I z62Dol?S1j$;1@4m*soj1yV-p7#0e=$B|6mc!Vb&I+S=wv+K#_He-tG3 zAZJ*;{xdklHTkUio1{lJAn3j$MkoQxBn8pom?*Z*a;~hY*>UJl5A>CO6c2X`3w!gv z;A$n_*cO@&KG4_5sIk!GgH~hyaZ8_2p=)Iyo-M^y8}*VlQ3{#p5ZYrlzI8amifk?naJI7^2zEojZ2+>~14Qj8GoFLY^o8p`v0p zK2efuWvTDpsgYH>B^KkElk?(5218Yn7xNNv{Ao9O^ypbOHZ3Q2lG zNprz;5>pc&#^mMY@pqZ2G>3ZGR={jj;JwA~65YC( zepma`(2$;=-<<-sjYMbORT=Kb`6qT`KX`U;v`tD(%wavAmhFog_mz)dhaEW*0!T`G z`c%%}-~a22xGpe0*?xvc_xDoEiUqa@hK6QR(N3Q^(-*MjU2KTwt$}1!lC`UJBL%cV z&z?`ZTDAOe_M$ZqfBm}WC8t{B%HeL+UllMYkBy6K4{ZEeR+f$%<%f`{y?dp2#10NV zOd!`bB8*>=cV6ZE`SX$&Tc2(wl&NKV0PRAFTSN(LGOO7*H32p*FP6V+&4|^1JQ@?%LIG z!q~vCWzZ-r`6Lpo9g9AH-f`y40OcM%(s{7MqB<%D`Tf*xoR_$*Zg6!?jdN}JT#4zN zIZ7Qnc8m=FXtHUGS9v21^i(B&Jt{nCUj@kM?k z4pr*>t(|+0>Pq|%d$2@AYsywXe*ST0PUM5kcqPjUOAC@lW0(8t&7gq;eNs|PtS2?^ ztMJDlSlkI7L%ZpPk+r%+n-Ab!A1kfxocfNPIu(_bJqq@agzeeW#?jGHSw+PG!zkbN zT*LA6=O0p;K;hqs|LdqSObQH_#zk@l#Ar=BujSr#N{91WjWL-3y|(Oyvd~n#|9Jyl zh{br@5Nem~&-WjfR}jFpQG0)?=)bf86qs$kzQ1E&Wo6Z8-y{K~)QsIDdw%TP+c*Og zrlYa3J|Y&LI_2Nqy76A!rw3im+okk6G-B;tTyL`8C46}t)ptc!U!ID&xw(w2Y@5o` z1JCSs$R!T@fLe+>@5dK|GrM0ff5C!aiub#zsS@mHT1gfpyQ^@=Ev8Ld{@qnp_^=P< zSQxqe`n2b3uDt7`7cEjo->Jhnj;$t6oCpk7W2b!vR@8lzb~&tHznj77Rua#arY%lt zS>vo--%#Sk(ytmiVno~N=gvnNtnc;W8yR zC1R9hRdzW#JQ1Na!c(6;Q`FMZs{Hlq&y9hX>vdUBq`2Xh8Z2k4K1O=bDnGFVJ4zf@ zX5U6tPB9|`zK|4QDl~q+Qk3MniSZjjPlP4Dn>fF}9W|fTO zn))#AZaVCOIL(oV4s9D*3t!~pa z=VZ3pT~b~ijN>hQL@XBWg=aHXS*%=G*W$MR6Fn#5VxQr|yLRqnWQwJ9ez~q{V=fyfZ0FCHO&rMv6_Mw7D4_$x}T`NsfLjzVbUbB2pv}v7EyC)(dhjopV{%YRwm$;ZW-Kw-m z(tgO|bd9eL##l=vh>ohmWqADKmn_lbog6)Vy1&c~m(80&O*->@Tbj9-(*CsooFZxs zZ~pY%`}Yp^_L9(IKwL`O-*H;QeJ1W{eXe~=|1>*SKH-jCyJV+E8$B4OwqIv%>mB3L zloyhi``afq_H+7Ey^?F|=kL!tk=8skCrmgQJ?s>>lfAMz&!0Cesr#Iw+Vk7IyTGs5OP7Y&4}&~#!uPk;l~K@= zL|tChQD9X3l`GpJ$P7cbpE{+*w~M@dPItwcXusRya)M|w_pa#en9Q+i6K>(hooyeT zeNbN(32OOo&I~zz^mUix`O6pAR2bWHKf@)p^l)ODK=rpgDi}ym|8oZTA=rleThLvqndD#-j%h#**fl zmMSVKX&X1|Vd4_PjWloc{Jd*B+jmQx?8yY9{nDlP5`FN>-42=%zn?pv7OCra^yJAM ze5hf&>g}XMy7eg(KlvxN`3Y6fQ{BYl+_D8L{QOMq?0WOfTKhN9)d3Vb z>|b_tvzN14R$_10KQKXe-@osP2*GjfGgKn-%E~e<5Ib}3oS-Snd*T`h?$Jryk%ezu?6G6M{Ku7TPk{!>$;pq;McU=l z=kw(-4bXA@^K&h6zH@@@pM0!v;}y*y1Y~tzM|E} zjT=un{fWHs6-Xr=Hw>U5L)&J}``g_xAr%QZIoa67#bqcIx^tA3 z*8LO~2B!EH8!nS733*7rLnH@I3D%=37YGfU0jDoddt!P$cESW{SX9sTUMP- z9zSjzP%G+yc8VO7p#8FC{v^j2dS~C=+48sk;5u;qvDO*%)v?RL>D~XubrY5?(^6AY z8_M?Dv??r(+jAjaU0>Tn5*yYwW>f~Zg85i{>hm^ykrD09~gNRzmAGpcFL3~=NH_H(EZ$) zasUJtTC8lniD)g#h<6=BN*|rp_~)Np?GMK&4tpRQ8?$PzT*rCmjwPS4c1S2$`_ZT z(1(s|Lj^6J<=oofHyWV&-@knVffDW36ef!h0}oPc z7dMbiC#s2e>^{}%#b}3;?aWNuE?s>3zFP_D?*w0a~)uN z0x`jqM9$>$bD)Zhi*lPm;tJ%%pM3|m_nj&?B1RHN%Y;%?qa z<1QfH3A%c7+x(s_s57YB=SJVX?by6Gto$}cuoEZ_a^Og7&yzJNgX6DW&4BT$1hXz# zzWg|O*jLXH_FMo`h05QTB}dtzQCU~FeDzgOW&E{kON&3|m$M;(qC@Lw!<~BCM(W&` zh%(3GPb+IF?BlC^ZTy!kU77}&0wwS0Q4&s>4AJ0lKTMq(L{Mu|4p-I}B#w1*8p>p? zH*pD8xQF3}Pcn%~Ne;9`OS+!Xk7lU%a)sxbo;WO~0ZTa!R!2Xt%-DAQ*N$bXyHYfI z)^8jILRg%jOyF?zS152|%D4Ngw{L-cZFcuI@dxg^Y}zzeIojX9EzxVZzJ4yf?MC|9 zHFux2^mncN&}zxBs8lDJ7Z*o!I2pda-WG5v%WYNakmZP_3r}I-f%*ijd)kBl*JSgE z(g}3H!zEwZ6>i4IG|WQN(Bsc=?;BMk@%Rx?o8S$6UcB7(ef*a#rA;`+^X_)-INRD@ zy7>p7%6a`!w z$LW;^t2kyzu63Biy*+h*miE3ic3$)k#VhBJB@(*tUHl&YD%@IMsebs#5nY5Al1?#R z45|#(({tP~R)DuoW2?h8c1&4u*Q@8=N&OTQq7EI}!!dEUqWw>=t0;MWii7a<1XpKU}UQi-L~Pm_mpDt}s-NH=5zB#@-uw1^D+m8A;g|PfueyUJ-P< z6%>%H?hI8MIWDECwg+42!suOCQgDfVIMj6te897Daj{S-BbN25w{csN{AvBBP5MW8 zgZyG)1-3Uj`stfw_umowhuBT!_H;=cucB_gr_`l;lh(imq(8r8Ghx89=6jv@yhRy zlaC2`wj{}8rOu)h&neKv{qbtvzylRsYr~5Nz4qmMc3+$j2{LWLX2sgUp{QNTgG+8W z;gj}`1KAZ6a)Gg>K&mCHR!vH2{__u=KVcHS0v4UUP3DkRS{ldr#2*bqDXW75r5fml z?xGqt13MD4@4tO}2v&0};drTIQ3Iacs}+OHmaJT92_R)d&v>LiE_FW^;u|i#Flp;P z-s}pD{)9c%DCdt-HQ(PJV1@5Ab|`3Q9HZ=+IiTyBXhK?0pfD8Yo=vp5xIkS)gQ(9R zi6$mFKq)6JCkJ)v*;ntXiU$rEavHP;SXV+!v7To&h3nP(#CNX_YFRTV&T+{T5~-Dt zC@=18Sxz*x>P1iZjKDOP8jZt*?tba-=6Laww+2<7hgUTdmTG zHgX%sBkkLxM~@D2a;Ko~*mSwL1LQ@CAb}87!j~ z9Q(V5dMB4s#Kds3#A_-+h%e4=6WSEV0t03EK3Y*$=Fp?UuZ~9WahxBz zD2OK?WTsKuvpG@Y?805sqKzCXs%vXc;T1K>!lKWyH+RC%Y&Mz0i(rjr(Rfz1jKsrn zC+^s;OoSs+sdlg{=qzJSp5^!9@y;>pf?iI3B(sPl^k7$TjwI z-m;}XSR2maIBNPdLuyG3jAAIhEcxKylgO>lC~$=^5A||u5dgSE)9vm1tX#3eJ?yEG zxI|`VkP)YlQB0@Y6$6pb4ENqZ{8}$s#J^n~_|s(4$q2*HzEmj$^QBkgE~$AqU-z`eSc+IKP1tW;W}N0ZH(+%A@Cljf@WS zUrTANoH%!Gvf#MA@-Nx-U%h%YYPxn@c8bxlEy2+C?6%#g|jgJq*&eOPlO0yvC zIpU9N-!UpFLe~pgwd~aFgMa%f8g3qJ8vOL_+av(aG2#OIMwV|(PuX3#noT0rzdldi z{N?7IJH$fu_blmHWFlHJd5bA0S&rcY(npZz1Jtv?KI15HkJG(uW3Hc8;;vJ(bNy1r zNWx~uE$I-md#sLsRtd8DhF zniV_Dt|Di=?Ofazp={u_K{`4o2z22|Nn=!c^spuleucmjIc>r;vrivBm;zvyb=32U z?eenMt4-2g8pmMo!pK%+iOVA(QcqI0qhLD4`qCNGr^`=aCl0LEByfCdpC1+D+BGjO zdwXNZgU=gq7d`>knb!=Rh&jx7BAMB&N3*uNx`v75dvfN?88c!L&vNiJIsa!bUepS= zFeAuX&A7Kcr5t7~gKLA31`^z>mlA)uG};%b-0E28TM3|1y7gf@W{#s~@kg z1O%>_IiJyYAObu;dim0X)J642=M4u$0#GWVa!wb1_lmnR~G%UVmu`| zYfXX#NaMYn;x$E3Wi=d0xnk_cnWp4D2Cu{c(I6OIFENpV=x3_&7!BF!&d$0D3O!9c z4+}ElYE^}b{;IB=V1XzUUS6CWS{!MgwR`rIDItI>;!1+&Hdogi%DO1UIo8&DAU3|j zeoJ{n%1(m9!5G37X5Ika-eqQOv)n>C5>(w~cv7Byqe9CNPkRoH0Ojtv1mPUrQK z*-N)OmNcwfy;`_XJ+7~Wp#dMN)2q|axIXRu`}c9YZzLH#*QUpn9W)}%l68$PN4qqS=uLgkrEn4j;I8U=C=HY_} zv6x_jm-|Y@FBnBDx%fHvX;S#@?C;;dN41U$JVWo7msOb8vu}3qpF3v}Ho^7KKr#~R za?-nquWW3eIcZXd;-m>03f6bOmX<2yzO6CAUYfP4v8WQm0|F+FY4be5iIo}b;Th9O z%`i-qOMrm#^}jdGK5%Jk-T8V{HkRO?({!a~tXMHXJUBSoSHJV*ziGz<^ULUC1__Xc zR6{eg_zavSuhKGh`g98m8HkZxz_SM#8Gc+FZ2LMCOq{jals4OP^N!6=gLm#cM)Jme z>m)vr0uEvYH@av#UL#YYH8HC*4wXPu166N5s#ARI$=JaW9G2E;l+rD?e%(x7I zpEJT0Nz3a*4Tw5r08?XQBaJ|3#DK^i^lUx@G}5!O0(PVb>2R3W&d$#FA3pRYOhS#O z|B~p;y(~qAEhufiJ$J!}of0Z)S?%xM0p@j#vht^&*#2u+R8$Zds1I@pberj{#0loe zk3|APe)X-~$?_#>5|VAAtM0L5$E1QDx2$vdFj*&m)4-BF>0~^6!hPh(japo%p^GzQ z#&$Gr*;29bDnj^QJOs4f;Bg2*Bx68ZlX+M~{Znds;jvDUWm1_V_vb4xJgk zCJ5J`;t;KrMG$ERwCPIgYGV_sQiz;sFJ5$|mxRjc z(v99_8YU(w1r_d|sqkHQ>FMz&GMzhLvUyUou(G=B^_Bi?&3Y0sqptLMyZ!t3>+Du7 z{6UHr>Mw>l5icH z5)vG|8X%{XE-pc4MMM{N|MXbJdO&H9ogpFjsItUK;u4Au1Pj5k`hS0kySb^35}jPg z@o_<-#wxcvgK%Gd?V9L;(v>5!3&49tU%mvu&yLen9IL$#sfG8B z8qQ`cQC+9P_Wj1iyj>J3t>09>EdLgL5{A?VsttUrDbw!BuO1;{U0CY;QWLi--;7SdFkh{waxMC(e+IVK6wFaov*( z{IrJqX-UuN(p-Gz(3!WKA~sM-`UGZ`sJzb9Je9bmqL*mr!!Wd}s@Fv#qcLpQgc3z*{Dy`mNfSDq>w z$Du^;x%W~?q{k_l(RrMI7DaCvK-5z3sC3~d+9fA*E%&tCD3$NlO`66pJK)}-kW6W5 z9^K_KdVqL30QGM9#A(4l2+0$OV zQl_vOpshU)1i}91PB0*mQBeu+Oxzn#@1{O_Bs+NUU}bDj``l`3s9a~q^Pel8 z^B3I)oUnae8U!Ql<`2En2GE1bjXo5@#3FP}3Ik-^CYZN0H%WI~;`rxCSeOKs$|~AO z1-luMw_wdl&TS-CeQ;LKqy^nRw7AcKN2tPNUCLi6nEAnk=zTsiE>@y27NsN?0ooVe zV;`hA#J^C=+cZ8R@)0sbx2_XxQRYzFL@jnEObs1AJmbkB18EOWsNcq>rlOA@TYp%4 zc|mmAXXmoKL5POB8kkTq84Q*-6)=ma;e%dhd(DU0uq6aul&y42V(hzq?cjsGS zM>kqkRaM8Xcgp5zhYedH;i9Apxc2?!x$dAj(Y5N>%Sf3oLJvacz=H8I9Xm=XBs2~R znQctdxGxN5S|NC&l4B??_QQuAK)(|hhwr0)3(Y!0Cq~RV8hJG*&S(heJ}TwUw|~%O zsuSi+FZ>(}PxRTjsNyYtF)lyeMGc%;{PCkbf(=SccH~|5`$4~0h%V~-Ouy6ed!!ug zB%Uxo)M4ey_AJg8x<#rP#ZS5m#1jq{pYrr?DsC8?kh;Hx&5LS-iCXWmj&lR z))yT$dN;ntl+>wo!~p1K^om(tE&?}@X-z?*3Y?QE@+k!+C4a6;f*W8CY$p0N)NBbb zFN6y-;yRV%-{v)L!xCQb{`tWzBkZmjj2syi^8Dq?Zfy6~nbyBB@A>mC{SMHT82QZ%>8jS7$DxhtYRa>I`(*?o? zx;QzR!b~AQN~^2l4YfX=3lnO4kG}6%`k6hl>!Re0~9J zcgyozcMskJ(3mAm)A0Y@~LSkFlVm&4H5 zLOTTaFpz`K5Ks$#Z3pN=(abM3)if`FN~xprPzmUU`FLps(Q|*S_Z=tjn=r*=vJY%2 z{SAI{Da-plWOBRa(I}j)9^}aPT~Qs{{UXI(lb8Ch8jqWZbrs#MzgVQuT_#<>GyKIxAc(~~YVJWT(| z=MP3jJve)lGiJ}bAhX3RXrd%+PeMl1F`g7z1jgbE>|gQcz2=ROZU=k(I#m>jW3leJ zZ}%_RAqa8Zw#_R?_5)=AdD@Tyl-kvqRoo;2qtV}<&5NCW6x6ZiaANnDaF{cbs=P~0%Z?MmAm4;BeF}Y=(KPAmu^iJ!=6Gw_sj9>Ua@s5rD*;?n?B>C+`#W~1FS>JpYdQj%9-sbnmrE6az|xDJ$N-3AbjqARJ-Cg-#2dA}z8jb)HQ%`M$^6hgg1l+R|M9TJPrV z+lv`#k*wB=Mcr(9Oo@9pQoCV6joPAV-laQCHFcs?05YLv#%q4CiM z>&G{J+$TEEXf;smZ6_AMUs(P$@u!3B^6f=?fn%#iQ*noehKiiwePfbWf$OaNuzNPb z?`4q09tJ_Ejg&Wfzd2EZ+Q=$y{@l3_6q~c7^x82F;836nRcJ=!A$JQ=CF}o0uBy>4 z{n?Om^ytyCqZl^$v3^1T45p}t4MQ%&YeHN~n0S0-bax?prKCGb7emM~_Z_^G21f&0YGSubYMK9^q?Y=2dmRF4Q3V8-2|WurUf$39 z&92mY_jb62lf!n-UZXnm#ykq{1km!y{{pm`ClmomRo! zr%$I&AJgtk%^Kw1X@tAi^>wIFA!10468Y-YVqRd=rf##^ek>INcfWvu;~@R>yJLK5 z@`%YCq;=v%GXtl6)N8zJ%%+xwmA-;>o-ZpTmrOf3zB0~OL3iAqI&0{#VM5#oYT1r@ zK<{2P^J35(>XlLu*XdtkyyT$5wF0Yl2KV-?kDc*3xv=MW9<^G}p0U#h5K!PZOwG`{ z+=bHm2_eMve@8Pv#E+TYKVv)6b`@+0?E>(Hbd*)5w#zSat)S|%I&7FQqdHD@ zk;6+{RDiKa5%{-+A{=;!n0xS8@= ze)-(F)ng`1p?{3b9B!a z1{~&eA@G*G_;C_q;4ZBfHj$3C0Hw95{~RjB6moq4+`i;!S2x zTy_2RseLaK&%Zn_=o?B9PnYh@MM^D-?%mo>eP--*86#yPZw}%vt>9&d)KJBt-)=Mg zPIB4)_%B~>^Hq?4`tun`RW{U2A8|^sy}Cky{K^rf49rZfLS0e)3 zr{n;E$VCK5qtTf|+i;mF1)m-l1^6>)omi1B-*}myur3jEd=?>)D+A z$jf`zb0_cBHq!ukeY@nG5$~W&T}5FQa%Coa+Gb||EU0Tt`tjvUJ3w0byIWl#Z_TGp zl`}FjV)*i5-h_qOnu}E6_E$5XK!i6XG0>Qlnm+$$4!3B>G2Cu?BcUo!Ea}u8Vbh`1 zqitXKCm@gbzyQpe!=@Lqj?nc?U6EE50g`zfAGU9wbpQVS36-C>U%f=d4~1HZdaV!X z5Nw6?@4}amCSw4KD#JwFG%m+o076uR3*a5(rt?{{TPPLjw7Ipy%Lu+mscn5+X&a&Y zr8%Y);mKZWF|I%_6{iQ2N_1>$hE5Wa3Hj`tY3y98JxmIE3CaYHN;n9f$+=$`PF5GB zg5FmB3>$h5UP^yOw{L&)PK9V2T~S3h*ZTDRH}23vCMoo6V;m9n4=kRL~A(WwIZ>r#+fq?Ka^F^MEkaxOGmd;I0L?gcoh_VZR{wd7cVv{*fAb} z5+!PO!18!LixhfjA7AeqAMo*ik9 zoI+;Ue3M1K#(V+Pqs9+AXB=r1FMadqUSS>3GX{zXbl%jt`+Pd z4{$o$RqmgG@=xbdJCpA8WO+@tm;?0Jotrp)B%UX)-n>~%VW@2EZU}LZgFI4Rf!Lm# z=(bT_fgZ%%fvXCh6=ME?c3N^~X|x!X0?TB+s%k3PxUVv{Yp2|kTtCj4s2HrzQt)>H z(+J5s6pAjwZV0YEv;^Hgz3jOWL`4(n_0d#oKCEcmP)pLT5o~++5&%YzlZofgoJpnF zlxO&hYyQ$Y(AcY44Fv}rvS?(8ArL`P5ugwhu4%c%*r-PM*FEEIxhA^)Y)ywiw2-Wu ze>s-EyQN2sAC&_Ywdm`&Zn387l^7aqRA%*A)o$%__SM=o19C=HN)_uCn z#UA(-4S3g(`sMwukdURpqr9ei$Utn-uDVMBgw|F1aTBKik+>jrBzF(nCEndx7abB9 z=naL}Wu5WT7HZ1$yLVeNHNPxd$cGbb1&RyqHAa;kq+*U)ENiP=HbZ-#h<;-J1*u{h z{kfW=_er_b*+g@7q||eBz=*Pprm-pB|JtLcPyNZ>Rn;^??H7$qH0ay=*}X3(i__Co zWs}$UH4paYPe*r_49!;L74enFF_i_4+jW4E+Ys;0--j%c%tvj-R55H|dMyg8Ex8vL zj%E&2s$DxFOh@^Y5MT2y^gvutle=J9CkNz=2{(a$) zbok4Xg?XrnnG2Mn*38MvGp9Xyd-M05bZr+C3mJC43*R8+WoK(Uz;N>3NhkYs?>FQq zO`OJ)rSZsqC^9(o>CpIemOxbAG=ZV=atZc8O)=}m56$FxNqMz=d-)HQu$X2*(e6Wm zA=vQX(TUD}od-gK=^;_yMI{Or(Cu77Vc}l$(uVt^Gw5zZtt%WL{kSZn4f`hbqbuGy z++x4myY==7XxzRf1vi{vLTxMApc$gWpW8xg3>E1>E=dg&6Q32nK@ z%(p?4v?le#c#h>@ll`N7!YZ~fc_XqLDZ7aJq9!w=A_kwLH0BNf8vs$o(KgJr%Rt|p z8s10{q!%Q5YzBtr#&+Gs*yUWOb(LSz1R_0qc3$?mBy~qKQ&Y);1q)vNt~TEBNT?Zn zT!;)Hx5eS@dlx@&&0Yjn^Yiz=j8giuG6Gu)FNuuN0bFM18XE9T{Wz)aikt{2y%zuv#6qk#=Gs_+l|W{e<_$xoCuXNtaD1slIUWs#=7Hi9UQtee@Bhq z4>1O+qha0I(M+FpQHD$^`L&He?1ny^N?+nB>gjy#}6 z!(hAi*DHJ?M2%+x({0)TSv8Km(bg3LyV6oimXMyHbj_PX;3aaF^3u<*ilUf6AM%|4 z5fo^dV9@Y`|;bXv&00}5DU>9VRV4L z{=V6*#~qn8#AsDPT(eEx-1j3)nyR~?LFxFBZzTk*Rfu@1@&0KUL=s?~HD__bPbRoEYV;quOF?PE2 z*;w6Q!-e1y8N{=^yi)*^nN&VvAs_7JG=7Ir+o@&c(sHnsMiR`duz2VL4Ga$O&?fyW zaYhrBf6nzwNlB*mRDHAV$KITs3CAQ96?68j`gFe~t6)pO>`hC*S8S9`T6khtwbrw6 z4UG=RdT6$vL$K0(wc}12PPnUQADD& zbh*!9Gd6DCtc9}1s^`!?eY`vN9JN3P(v3^t4eX&E zAq+1f=qxLO=!KkhJID_D>+}AD^`!twk*w0d%9n5mkrtxM$9vKbdTpcYam$$&>wVF_kJ{(#CM6 zXJ`c25BpyITS&xhb+r73KaPFZGQb1nvH~YsNMG>GgC=WF$4nj3@yee)^_N#45#Nj& zJX{E`$EogZ=Y_6Xd>ew`ePWVmDg35^6a+N5Gi^ZE%U*=eLwm4AnI=ZphoOmBymaZ` ze;cH0iFED3lPCRJ`*_3WhC}6tfsrGq+9R0452Jsu2g*cINy%Jh<@6Q=b6Pw{t9@5T z##~>*t0qADKe6*0UhM%>gxqEVzH>p-2WTSf)P$q!hjwHM`m#^t!zHjvOVHe86c)yi z$RlWh&+Pt4z4E`b05&!gr^XmhN&a2ZBZ5#yIJu9C>48C^`*?on0|35Ta<^UgK7qkB zQToy}R3LCGs;F2B8CIT>Ct7c*smO8WJywMLmM3*D)(N@=%^WCmz{k11AGfwQ#xF-L2L zmJ)VAX&RVk=ryx(GIN2{Zul#vpsB6BlW#8%ZT_qF`}~=9cGGx+1mXTFI6qiU znbPmd@@y?cb^SOSC-~1L5HO$cq46s=WF|fkET*fc*Oz7h|3Lh0Xle0P7@=`+UQxVU zQAR4`$&(P;6?%>sllbT3OXFtwx5NV z^|9i20?9vdX4iQ9j;MK!_!{}c70)R$>hzlW;2s1srk;_WzJ1NBcpqvo?^my0#T!rb z82h$gk2^Du=TozbXt04+Y{3`1@8_Dvm&Y9H-LR^~=E>W)Js`*KQr_!2eK3`gYCUJ? zIQ4i*Sah@;vJ(G3t1LU6i;tIQR8}Z+Vi3R`gT0sUu!By-b}lIM3CTAbmtiOb5$3!t zr?5998>X+R|7>ynQ#}wwKmi>jgb8%^rc7;G`gU3q>bM;(swO$3nizb!`lfSrOIcZ& zN`(zfl+le9{ z-(M}?dwLlF^5(`ba{RK4Su0hm)N-xQ@Pj~veab>|H(hSIng?wzJc<05HOv~g0^v8a z9d}3XJGuGSCrgMV_$q0}1jq6@@Dr6Kf(!n>ZcMdi#Qw`Oujy}HTtZ))9&N!&H$WWv z1C@jUW6*x<_|eWrB(fXmU=?HB6OJFN9K>B_&_YE&e#rTlrphEAs_NYIodYb=j&M0C z9{%Rm#{R^|^E!0m{(3U)&Pkc!-1_X)EtJ+=x;X_p^EW4WHf^0V?{x%yeA=OV1Ii_; zVOuYZS=jhuWhod4@1j#$8f{((a+?Mo?Q7rg=hh7j+bZvlpzOxMArKgyIr;|Mcxn?b zUc4yEL+`drUPFZoYX*3fLjflex7KKbDr}=N4;-$}qZ*Gn&h`oo3MZojE^IYXa6%}csScxmf z+p}%YeXmt~zt?r1$FT4Fu^+~txW;szg$@>62atmU$EJ8Tz7R&K)vx}<=Q~JnNL~4s zbeUiui$8=sxpVB>A97Du8gK014B)Tlc9P}-%(Tq5@WBlz>iO3;(x$tlQ#H6b1@Q+n zu~;!RHD%PkvB=LTbm<`Ud@D&MGKk*3{egBbv_mKDMWMhU7^|B61iXl8OFwR0b?~(H z3-_7VBJEY8i~@ua0Uu#nT%F(pwq5Qxlmn{b>G#dZQH_UC;p7?*RL7oF#_#hdx8Xni3jOT8OB_+bZO2c z^JQCmh8n1B0%)oBb@udgdxk>*2g31P9VNaWkNdcLl)DJbak6yYc;`XQv{w7FKOD}; z7z4kt2vJJ;QD{eEl-~EblXBDrf7@ko{!q-x@&=kf!ZGUo{84B zYWOLeB;(t)X`sw;hrdsrtTxY{=`R=rWy>SAXWf&x?RTGI=bo(f6c{`i~yMvT_2RX??5s>JvA; zZEM`|xH!T6V`!{#EXt&#RM1x%%#0j^q^0hb90CBgyu7ELerCI;>4n>Ninq6lc zQ35<8m0dH&)da*e@cuJoT3kU?$x|le$F4#$rOLs**y^X1+BBq2NEsH1w3dlA5kDaq z>=pa*I@J$Y>ymd#3LVz;O{P4`#6n@rF*W4>!rWSVC0)GOj$)ELFNroIrrN)hsg)~N(b`z;;cQutkcm#rglYWE?^Zn?OeO@iq9cA z8c^P?xq@j{7mlz+qw2|5I`9)l_gS~l);9mLUdLSnFFYZ3#%@{Ut;GW)#`W)zZKjEuzIqd3Vgv<*{L&#_N7%eR=;5ZVaz$Od;RRZcK z-qmTV7ghDq_TO_jYiI@ZjWWHGOZGls@>l)%#6=@lI^6E@uC&y8%oVBY?fI&4Mk472 zfh~!3Wtsh0Q_}{3onz@k1l8wSq@yk%TBh7x<7}a+W{1qw=nZ1EmQ+tu7-fmK$@;m} z({Jro-ls)`K?@H5l%EwJ+{tBll`JjwM!=WByR)`Ed9n{bM?NfUfY^kPixbojaVu#N z!?QRwS|qPK_6;!BAkC-~dqb!$ixpppd;d^In>rQ1WX$~{I2 zxf`4 zgS)rRQ~i!^1BqVs=zFUBuYE>xt?9e1uWTUw0=br^-nSKwC7%Kc%)7 zVbNj3P5*_(2%B3vU^Qd!uUHtTLLDpy9k31a24A0&NMMkWBbnErx$7#mNPIdK_ znS7G-jFeEq365;EduLdk5QofCClz)5dHL3ZUiiK?p}2+>+0Kc@*s}+uF(Z;oQ=Nhq z5FChxMCFwHK7+kN+!~s2OYWmL)jI9C-+71DA{vB4X6ND}ZBw_3haV0NM^D?-fO=ef zd;Igl|Dy%g{H$C=2x$z@m_@NNIzZtN@e>d$La9HMY9`-NWEhZ_V*zp-dMO|?7&K^* z3IEQ`bXT0H)ro%+Oexx4SWKg5>;wrR&^bh7TUzz8L>0|}1M>}@a+{}3n^x4w_K_uZ zCJ}EOu1=II2Ro0vZ&H@Orn73U>Ek3iDOZP!X!%Uxv^3i^1+nx(XEJUxJH0f#%SdB^ zuA}ty_Fm6{M5JmO7U8hMXmo*bE!~Su0>JB}oG8Y1!YyD}Z5&08V3dD)4I9=T$jQQ` zX!5Oh^PH^~EXTSrzH948!oV@9^6c5%nyIP3zZjC-k0H!GXzV@`rQla)HmSG9fGT~x zmg4@qov_!8V2sr)coRvoBl3#w7T5p|d@QB8JV&&Gl?bjy{mo+0Q2j zISK$~%1y%$+a{l!fmfR;Dk(Wz`}Wzt%X=hM2#UX47A2}v17Klgg^ z7|hPpsS$nf(xUT!b}jawf0mq?FHk=M;R(IGd157(Qnu9_BjdL@qUKU}O=R;3)p@sv zx~*NePLEEyUE49p-Tt2aWAd4PV@FWXiUL&%VSgN4P=(xwT>@|LKk&0rc;7Z2XIjwy zO2Yvk#RO6JHce4f9a`Kqnc|>`J1quX;#jDjVWN2T7KI~}irpHs$vp-Lx6HpZj5(GU zEd?GW679L(%9q25T3jLjHG>;;Yu%F8Td^))x!dESxrSrz7d=P)uj)z zVo~d4&7cfkl9yt;_?vq_9i4P64_f&?ykd_6`WXVZrS`50@lzAU69myCKjg!+^F6tM znrbS~-hjQfgzOa$HBq5LNEe!}27{cu6E}&j-P(8QB-*K@B>NrTo~$;bc4~&CFvX$m z3W3gtP&O_VJabFf#^*Hr;+AgZiKivjdkNEz?;v2VH z%zH$DfTWeNjll;uIS(7urmIE4ki^!XC~l&nqcgO=N_EpY=e)V(M#?rbRFuTGtezHS z!*@6Ov%dIG-9sWXT*nm$VN75b7)mv7J<01e0psGrDDQ9Q8FN?h! z^hfjTy>X+FSfl@y8WiE~{o~_R#TSg*2e5KC%rMyjlw9byCHD^JdidAM0MDDP)h!G) zcJ1En2h{f>_@P<51$X**w@?u37MP`(6Sm4lu(PPv7j|mav?*$?Kzj3017cB*!<6yjstM5uC}No;{` zZ^ZGin^6MN-T=C`LCa%~7Zkx8J#Y&yx9G#CsPB`8uVu?|P&;mU zh7gvJ^~PyMq4ukyVX6PnO7Jhlp6+)X@n_cQPo#^=%1RSH@s_mF%vj^#Ps5&htp;VT zgy}To2-~6W8TtqgYG1ojR7X6Su>IB-T{M_eb(;`h7O38cdr-H);dW%zB75)6n@7Fc zzwKT`)3qM^VnVA) zMC=u_ww+wJltQg_pRZgL@rr}4$H=(9c%7iQ;uLMaWD1sj17(shu83D;eULaC!pMo> z>{L@xRw8$o6Gz2+lg^Pbo*TEeA#w^gzY6@h2on%`s+(fJy1QgcbSPpDL0Uf

      hl#*dM`<=4YnFZ-ObN` z9~v-odp4pr=-TcSqMT0)$C*!y?oRN! zL(1u``v;o|rR!peVNxn1<<+WF0^ z+gg8r{P*E!3fHt-;V;zmmy$ifn(XFxO{{^ZW&=bw$}2%YWR4P07B7vV)7SpmFBU8G zXbdyiH|xEk)2xhRD$%^4>Zvwpj#UvF9Q7S?-!n1T{DVB0;ln%7r!nHw1}vu$Lr={+ z83fLm`8ve?XJrHK)*aQv)ZdnsnKbW}NOPrYMfdRm?E`)ZSs^V^_~3{)Yv0}3>mss2 z5=FR6A1&sw%pImrR>I>3i#_y1f-&5>cTWtl(P%U|Kex`j@&`$Xk-i?fx`DkvId$UK zi)pK$$+N2)`dPl(ZUgLD@ve!J$=GBFr%koi^XBcM21e*xnKbbtwk+b<3(picd^t$~z#GVkDGe0= zG&+aFF`X`c|6y@Ez2T!QQZf|_r-AV)Xs7JnS$bH%Ip;7Ab{6brgZDiHB6>U7SqeKv*RdFEp#auk~xe zym>F;Mz*hPWxYwJPFnO{0@?a%vg3`U#KZ)UPRta~_gaf&pmpkHOY4%NE4?2*dSlNC zrS>wXdDm1AAXX{TVu#%tfsF>hlneucsZq)u4LU+a&g5cJ#hLi{EFkp+rsHS#ZLT1O zc>I}uv3t$m@nRUs^O)j6C(k_Af7wr!n}_lvP=_5xj-HqG(cx$YU-bwc^u-z8CluN#^2uX z_Pj;C)3VEdljdagXUI-eO$$1QQ^7YxgJ6nar*J88m-!tDg3!RA{P_{xQg5mvdiNo# zh&qN^zv|tW26eap;4GyCsu_rYor8lC zh@MPY0OEjbrQF=XEDxsSZadvCq&&wxE^Cohmvdi#9!Q4fx&bCc55gO;*ZIuPA7ZQ6 zqIwqmCF6i!iBB?*EW#d&KpMf{snlk~OZuhlLAi(P-zF;=?>+)QJNU$Te59$P#0LO9 zV-IWw7SzAZR2HEz@y$qS)TqPDUEuZjvi7+hWa<;})%u$UwbD74S0GoR!|RV*^bPfB zr}3ymKvVr`ngo=@%XtW3iQ_r&?6_?BA!=ccXk(1&o6oc!QP`fT??DW5lPh|D`QyGc zhNh$wz85iKplpBu) zjIl1-XYul&k~7E{1lbOatv~*x>|D*`zmIE%dVTMmJtmk zK=i_cw*B4uI+_2nIJl77lbTQDt}k^~ zZA+Dj1|nXi^fgDj0C*$URc7*0nL(Oh(f+%pKVdt7@>BogK!AKdI%RYLFdRM@B_qY8 zCQdR?Y;p2X=bWL|W*EA>t*FQk@r$3>fg&p%jN?K^vw@&yFC=gn}5- z%Nu+ulYvyw;J9zfPCA#Me#Ax4`1kKe4n8NIKer)b^c*xOcvFyWe#;hv;QQ}H6$gDr zlPvcNOiElQUGVF9pTmonR)X4U0>%r}xH9nxb#T4{;(athyo2}7#>c1z{h%OeETgDq z$Ebh{T6;TjXz@p5r%hMDZV(r3g%+lF04C0F_%xdn?4#E3|F%$|JGMA7GPHLw8bC}J zNWwV=3aIUYpJ`$4q)D6^d?!(RF9ld&bql8tTbSwdNlIF`Z{HLCu7obWElr(^(N(G= zupij%DIo>>Kh%ORtSH`+H`;udr6{t22KV(^SyD8&Z)h>+^(XcugK%zfb#p`Bxa*i3 zEp7sn8DWoN&z{W$zfOQv!`wV%)EtBq<92susy2$<9b|>YkWiOd5|$KkE_+<-^&E}n zpQ}JYAfuuSAzWCv^Z%1U?pO1g@m9& zVu-vg*Ug(fE?W48U7C3Efn}JRG*8riL;-(nVg&hRfd~Pl+8}`#x*ZBjjPL-w-;yea zld0Mbn7^Z_$W9viUg}2IFW*(7 zacIrmUfTNghtaN+nkpu`ILQC`@5 zH6VGB8kCvpk_wx`vaxE{JJr~L>Xmfd_x)OVU3g@qDvrW8HWL~|X3Wngj#a(Z=(iy@AVVM#X z(tX8EHsL=;Tmz`0`d8%X(G=TJv>3hJLDO#v9>Lt%Wd`-60AS@2Wsbr7X~-3i zQ#_bfP?$n`{EHr&7*OR{>_F|0i6|Ntp(B`D^~!4a=)F~k9X(#!Y*}5#OPV?Jp_WeO z6A$J7)nUm9aqXDhVV+WIs9k5p1_p7LOtfw?`2(c0Em|O*W`R@3fLz+|Tj;EPDf>ix z|3bc&hVE6p+|?9TWFwX@i77QGVezFm9`Zi{`%zjwQ~H40JG&+>UVgX{(ec4KiI2l; zetdeW3b(7A~FLa|+ z@9bu_&UN&FLX;EJZoGPRq|d59XX{M1*>mf7my1vKi~pX9Y%77ax_)Dx zZn?r7BvBM8#%``?34N(;FC0@>kPG0E$T zY-#JyO0Vlag0Xru+G1d=hsUH<8G+*@bc{<*q-_~rm9 zpJ#CY@W>5KDN?04sJ2A4MHa^GO9hJ&8Aw9K(S1ZD7f0+{rc8-9KbmA&7|>cfJZ2p& zGu(n-vX^lVS~5!UyXvEu9+>jz%7jfPWt*P+%2RpGm9SvJsw1b7-rW%fz|_!`&adhM;{CY%txi#VR7KSnM9%` zFQ-xWXHzE0pvA?HCp~`g*2AYbz#4R7T7nI_qdHxScl!rXoEU;rft9S8P_X5aOCh;l zQRb{*`E#fV;Dqn9H*@yJ4%m4BbD&c99d(*SL)I!lB_fLgI5rSJvZuu##dyt2VzM7W zUP^q@p^|1pX%9tMm7%_cJC{I|i*SyT9c_Qm$5A#E_kd;ArC0%*^MO?_B=(DoN6D;CD0V%`ziAU2nA(O zb;{z*$NMKPqBWE)bkjI?qsc@k}~@?jRtuJj{GWO4OpFm1QAH_xcAm4Hgk#*bJ0sWZ+r zpv-GewVph-(hN4y$w*XaZpr zg)4g)BP|~c)c?XZh@qkj6WNIv{vaVBR0+|1zN2|y!NrB_Mxabf3AvAz18q-0Zx5$# zLdOV28bEb7LI4S%tzLqr$$&+Za z+~W`z&}!ofpYm*9jWT+sC-04yUYG(=Sc?xsx!0}Jfi)k=^DVT^}Ul$iZgn@27(fT9s)dM^!z!XUq2rTggwKWI0d^58#=T! zHg5XIf3pWag|Ln@I+py|7T9*|TE<{cDVVE}+!`1rZ)SI$z!u!Wn)!%VWCMn@J7D!o z+E1_^&Bjm}lyWZirwLn(K?o`*u{~1h-aNS&Dv)xDzOnvxor1n@I33n@lsaHH&o<2* z4K*CL`q%z$_zQQ})>bCLB3@>nkR9wQ2gw{?YpOULt)zOBN=L{%0wqA@+$I|RFRfj_ z{@sx%s@v{^2B`tJm-}wSt_yurT%d2`(V}^$p0X}_(J>M;6E&iMuIs60150PwFwjs@ zOFLEm>RNk1T9>fjJ~qy`ojP^ua{8`m8Ny2Mn$#J*aHtfZZwY==9Q=rpEeTkD1}EI#(QU;!ETNSLkWl7`iD?A| z(U66SFj~jKx%-@M0bfmY=SpQDJ}^=70t{NUZ|a){rDKkDdO%uu^z>;7eG%WT{96^e zu#|^(&$IdGP>EgWukKu;`}drt<1%LD7CfrDmjCUxDA6f_9ik?4<{a32$KdI(55sZe z9!n$wAPtZzHzz0QZlmiJd`}Cjw|q2dtOQ;LvU7EHO{g$hSJr%w<%h}C_gjJw9LVAS z6;|x-IJ7A!nW*7wVU^m{~Aa=zHZo}zH2XT%F>|#Bd%J0Z~e^3Ld zm(e?YV0jc%vk283c$J%kthWh+FsN&5>v(jn*oy-G#_Cz@{ne4| z%NiF1<0dMmLn_I12PEd zLvC>!o2x%gerrYva}a$NSCnz~24hsX@DiE05UinY#|V}H8(_2%6(2S^E?JTxP*s&; z3%$b#1Pm=s+PjgY1kwz!j9O$&#LSWs0lFe?!L@eu7j?xmZjfW^nDvll9BhPrOT|yF z66BvQX$*K3GwAo~I;g8>wDkG#k|f)hBn=3>H{LckH#cs7Tc_a)xB~NJ&A7?*Z+pYT z^CHg4-X@?Kvo#-nU~3~g^K_RiyZ7Pc{5f-!nN@*(v^Y4Z0jVWJ9OYP$OF74ojh3^^ zHos%YsSWbLvfl{a?-jF|J7 zLnNd>Z$_1YkJa`~lm6t_D2_U`0ZlYNj1eA6E^lTf5qmGS2pPVtj=zz4! z#Yc9|kn}WJOvk76HPOUrkM2ezaoQ73wKVPAd4(1Yq-@q`dWKOv@I%i%dsGb@#FHVZ z=MWf&EA>F;RC1uSSqrwfHF#+2gUUSH69 z=Eyk(#-=%QDSA+Ah@P;algc}gx+3PUB65&1!mYJx+cv9q0w)fkA~?HSJ}GD&Nn()I z9DCUP+^AmAcHf&7l@L*jX9ZyVum)s4{DjSivW?bvkZ`Fiv6YS4I zyBr7$%V1I)3FVYYAvloy$-Q_h+Wq6G$Qf3Wy1@Eu+VqK9ew;x)Nvh%n0BYZyz$8@O z{B0(RJs#e?d17L25jYxf+C7IaqQIaom2k5VqUz$RH}`6v12q5lQd2+J{9t-q{3;=# z%YUP2Lj@yT4K z(}N34EX&}1``=ISddeVo;x|efBzsw$NI@}CQ!BJ^7GEVf>9iz_Rg? z4FnzruI{w-{4n=q!=6Z8&A7)RuPR4m0?R6JEGfqIf~v2zitMDxeMpFqze-(>?g68K zED)yESpN#Hz;CSYH=3_=_*ik1?t$&&x7GhWIA~ErdMKQ`0xqlnGEy9qOL8SJKT zimRa0i@5%VE>Hx%WH=GGyiRrBMV)uF+kfdyOj8*Jt*p)EoT_!}rV2VCKp?&{5{_x# z#D{|xOvqvCGx6;rbNwfeq8<<*)|xM`nvGEro|gq~nW)sM1)G2WOpyYXA(~nuw$V;+ zdM1(IF;BwKK&|ed42lHTYUg#|nkC*k4BVwvg-K5!)P$`0mfmz%DJ^{y@(d@bNqWw~ z3v}F^8l$hOc|XP@vFt*H?j`c)-aprA&1?61zDp@44* z*7^pKeUs~#_C7CN%BoA!r6h0-&`C8Qk;vM$7eb@n+^$Lzdiv{m5Q& z5|(^;*nmJwi4WaV7zC9{h=#)+@I!1h0gYgLJE&u#xCTzoA!2jwN>O$P`$7VWdH|`9 zB0>~|*P@C~nGq~%I@xVZ(_e8#XVSS5M>QCy0TV7EWy%BWXGwfFC3N`IlZ(RFc*qoq zK=1&UAV?Wg-MswtFho$!{`fui$AbqV4J_+D+$ms2$tTCO638jk?u#61;9MYhO&Dj*hZ|6X-&!8<28UFB8w7KV22Nwf58x==Wm4nc*KG9zk-1V-+(d z4j0=7?;0HWrU4e?Mb<9nIk<#e*nfTM6Lx-iBBh6;qjrp(v%E7k%-9Eia2OFKP0NLz`^^>uB$lF+e!z6Qcq+8eX|j381&=?QYuwO2iw>`>?8(h@ z)OUU+nsyOiAmbn{$=97op%P^QT(;Bb$t;6}9_TGH6N1gcve4(WQ3!~|U&G+E7zA?; zA*jgjQZ;blIj*k%?xjelQ(e@fXVCw~3Kw_QZ{zm<%a?oVK|y~^ZV#@mt`-8AQ6JGd z0~_1tSDmX-?5-puMM+83Z%X~qgvnM%X@Af`~_58xz>H}-;W%z+lO!4mE}CChM1heQIu;|A|Gy;GgQY8H}LA>z7z%2qm_$G|2Ksu zsy~)zA`xv&wlUD2k-X~pKnMHRD7^U&bfc`>YKVFWF`g$?zM)a{XHFE8BxUUnyqIbB zoI6$MRsA$E71liUWvW)f-zMXBrQK-}|#J>+hV}W8eZf)4t8^u?<-iiEr-J^?hXc4T6O! zT9dw^i@AuLKPZqAcS~4)3QE@pPf6u|W<3^FJ^tp#j2*gydn#_r6vj4@?L5p%Ax_;5 zic`Emd24x&{$-jNA5@!+c0~kRJlIqlTb266X0rBXDjZ25wKbn_hZqI@(szhwtch1C zw?Qmj0S5rBg55Vcw{A+O?K1oNdm0e=2L4QLGzCH-!$_fTpB-oly-y(-jC!$W_{w{9 zkS&R|dF4zo%uTF8_9*v`KY(jUa|BM3@OWdCT;@b-0fQ)!#C?VhmCS9HYg|uBDSH1t z#~?{aynG5Fv1x`&&O%`>WXLFOumF_hgW0EHBRbK})9ziy5jHn1UJrZKLipc5&(d zooBz^5|EmP2D8lNB9^5-(DaR>{l6RLQLt}IVWN7}qT^x`D^biH++qOEYp?zO!9VwI z*xUl8E>m0p(U5t7I-BaW8NB~4pMlZceD7kU9@1uV0-Qr@qvEKUg|3DnvOkf!?a%l2 zlnR5`F{IE<@pajbu(X>tSN%Qy{?O_BU<-T~*3C?U-kdbt%Wu=Qzf3H-mO|6^KhjNQ7UW zXosaN`qKhxCm>|^vldM&O}56`2~W~wXxPDVrG3dCdQMd z1vzU6cj^h(nsN=x>wBv#{{oJczb3(sfvu*HCBboQ>0tPAvY7*9TWk}%{>k9cpLhSg z5yuLUO0Rf#>`>$naHZS=PHk)V$Gg094>gs!FNL#2*D+SNUG?jHYA!uYAt=ccPP{%H z*mb|bRI8!8zY~_H@yEy}=(1%)C~iznWB%4(`M#sadjIAc8NXAo!kiPomM%w*KN*wf zm2&xC$|Qp0Z->MqYkdpcRYtx1j2e;7WEbY?=N%wG`+y4-t^;oowi?*`mH!iibrE1E=V$R02)fyC#WG< z__YIPW_|{QS4h*HaB;qhf~;MJV`Y*>6w08sQrJR&Mf9Fqr#>11j5=n4zeblTTO%p= zgr7hPBT1txZJ4A2jtXsehdnn$;R`9-(`)MF$v%K{mU^sDEiu~PW`Pkp1=r-i`Y}>^ zATF>@Q1on-@Zdz(@4J{H2ljA{K%C$XYkl6K^Ay)0a6gWJ$=)`%J?1#yPVe|e+gUV` zJ9jP~{PB@a_{5qKY!OMorifgqw_AsLnF!Xk>iE#GkdTJVrOHf1!;@gFjG@^vU5QYe z>P0XRObggFdZ%aCm0zyV1&dS^aznr;#%-}KTT&|PE5#CxO)MRnZv!d;T3FIM?rx(Q zCSyMyo~ygWtQ;r-eP-z|LnPa1=>KoGygUbxtHM){7#qje_9o?6hn->%ArSDp9e-a_ z6k@1v{(4-@2d3m~j-<@Zo%XauGMb2*3cSlT*?u(m_DSMZ?ZQHwR zm$s}Ovdp~2`|or}mq+|~x$en`rIE=`7k;|Ff09hcp;X3Fq>ohTT<6L=wjFM9S_cy?bH`b|5o^Sf} zqy;U4*l`b7aMf4jc`zNcOiv$#bcBm0Zv8S#M68zGFCJuh{M@+*C;0U1-#Cg*-rEksLS9~c=lSoz>Y6ER+u=%S{C+2evXAJSNs^F)H`R8!xi@ zPv;grO|hE~0&-rbEj$MRjz6emNnOEkG( zvq${)y?NzDZ{Ie+I#2f0SX<+)>5(2Y{WwDB8;VhJ1=BX%2>7==-Mcj<`~AcP>^6C7 z*eEYCneEJB#}lX7Q@xzD+|#-WPGAXw4{sq2LZ~Y7;kUWDjN_37MB!h%6r$^nzBrTDOWQA%4baDpIQT znuX~tA31w=@+*3RE4FPrbeOv+_WFsLy}N(?vA5yefd`>JBp0eF#aQ*#U-`0w;2F4r zYzn@9{kj-j(8@CHsS0l92Wz{n@cis^M0^@$Wy!_VoS6uqy)^-o_NC30(GP;7$VvgE zgpi|$xDNnz)G>4SWEMmK!q}YsK?T@B-$`xYD%qEYG)}hKaAo)ehzbL|8;4u9i3%>) z^c%5-uLoaT+c0~^L8EscLENtq4&Epl0^Ws#70 zYdQr4%*mpGn|5jC0(^z{TD~mQJ0Frrz+L@$53y>^i@`h|F+WLdXh{9=Wxx5jaTyOE z&fI_MAM3`lyluMO{k*)LyNnf!O}3vJ3uY0x>9w0O@S4n8Je_U-w2JP`n;`{E<#&+X z#aB_r6)|ns+rVbMQ{8{xqni<<{c6uej*m{A~-mG$gwb8>xRInd!NN?h5vp9LT9_^H5;sCP9$qtr2qTRF>_l#+vJ>d zJlZBc8-XaR<&*EREvf{M#kxamRW)SE3h{rzTP0n(4AI7d5sQ+B`F8mhh65Enh|?HVbNH)#cIvXXai|=G*ueXttC*ZG5IwnezvS3 zh}Jw+_Urtetf~b^NeD`SpLZfh+dj&*h@YLwA`C`C1)ioVQ&Uq@pd;^kc|iaES&}K? zzF=yDEaT|Jnuku>4iqncg91^8W-79CzwF~qB8l0VJ^SwaxUCcKb1DYWR#0JO;`W0| zxa4GYXiy3B3iCe&7J50pU$#(Dfg-{i*X+@$2-8iq_AN_3){UVPp2sD{-z!cXxYcn> z=g}UW<+t!XY371)k!D!9O5NmCqnn9qn0jJRcD^_PZK)}b)&FVpx}^}SpetuCjCEW7 zqNSO@N!3foqEw_GF`qxbGle1DODw-f> zS!`ZSD>OXlIQYEgpk{*-K8p+5t!GFXpM8b4{Azo^*6w#Cqc8a6=eG9%YrJtz`&!yPEJ}evs2%qmxaT~hzz}bP zc1)T|k1gsaG(@`^W^o$)G>y_U-Oa)8qtMYw&Gj~Bcr zS@KZCizY|Kb1dZZNQVqEyL#O^&QK?X9YgBSoSJ!9xNWJM`Nt~CrNH{%zuMiW8%}5t z*WQA#Aj)B2i45cc#2=%1+e1|o2ABr&taylfo_AT7Tjr^d4w!3x))Yn$-}#pT3lR%YapdoqarXAr zc#Te->>0u`s?1)v|4xB@%Z^*zD(LU|<?tZ2X zg8XgbmeB*0MS&0XtH)R}X zwZCokFj>(8Np^JEBchdpWBzO6jPuJW{)H!^tB(I0K1*O)de3VUE=P8;=c7SB-oL!Y zo)X0F@tIjE&6hH9IebmAZ_K)0t+zVbOji(nCM28e%3?GzWxwZwdV=Y3UXqxDP(`l6 z5}w4lWA-Brj1Rm3pn0*L7#%ee2!~=qt}3|ruEE+AW|6uz$<}w`w>23OpEm69zHatyHN|2XDa{zxSGHLvL8@C@YKb>F< zF5H6ZG3ED{Yg^ARMzz5K_d#@0QN*PZn!5<3_$HK;R8Tw`fy-G<0~k3La6oTenFWPo z8}!I(N?xCqG;p+8Ba~!K&6C8_{1l?E&5E!#B{aLjA)^*{Eo+ywh4x%l7Y=Cx%Fu)# zD)WCrok3nmsesj;KFd_!RKPDvP!YWk=c^~y4;9xE&G%6%qL1m>yZ6bABC!$v`g%)+ zpaR6*^n^v3u1{=$cZ2S=)p@v~;Nine{?X6h`;Sy0S~c&zLO2dhmFNfKqFf%FW9=Rh zGvKwOZq)HBtA~h#PwY%(YJIdTV_&|jY<{~XX66UGEbloSy8Gm;FKK9#c_*pE6LI~(^cI^o z8wVi;MU(EWDH@??B(MV(cD)lVJl>+L5Sx12&YcH4>~PwuJ1{M3_Svsl?QM7D)h=xR zYkO6RaqAPKT`Qw>rosJhho%v?uvHO9js(5gR)3^fx^oDNgpj-wfJCJFxaorfs!p?e zO|b2vTa;I)y|ElDNY)gn&h3JpOd-t#Z_H2}}+zX-PV!}quyi5Ol*e(kWRJ=W<%<;TDJ4NCwx(;fLy+@AR zog;2`u1ze>HJZ72-^}YN#Ij6$Bh(@c_W0b2)g_m&U0XLw(IBRq;l}2uR31NhbD;jW z+yY7j#WoOCA}Z2Ufdk9o#%mVdc)ifMifKyyFE0}&j(%|(Y>C4#>Pz}HTrV)9U|1&` z=OcE0%#MwD8C0RdCB1AbUR_Ku#sY)SPsbhFWKJ8_~H!&g!o z2vURR4S<1gJP7W0WnYCbX4j|lh+DHl-|Vk{@#)$0yY=_>JC%dn}P2Xtgp|J5u}z#cq!> zFJblDF?7N^y`Oa3TG;?}$xSmBPe}A}(G!Pt>h$8mG9QGeRars*eyQj4Nouc1scsp0 z|Gb_(9dXQ@b6xY*9ZGYkfwmKo(F(91(3^RbQ=8-ct*ssa1c&;oNn1m)eHG10bkuj0 z{%VZzK;FpVIW|qU)6p*GC*MD{tY?!Z0Z-fa@tidon+!E?&B|{c1_wK7Xowo^W%tDc z?{Xm8!@`!{2q0H*cbr3eG;oal;xd>v(Ui|E`U$|=oblbhvT|Lsd)s z+^5A_$qX8Pp`M8G;vdzcPgtuh>=GX>i(ly$bq3Ty;pm89l-3y>nKO_3oym2WSpBo` zB9yOMsMoTMkyr4pWX8ygll=9uRauO-mR2;9%ar3?ZfkC-|MTNY&x43qxfcup9#p=5 z(48RLGIUZ_qv;Tmk_SXC3HWo9=K4HV=O|w@Zr`4K*6jG;N6UvYq^1I>@+B~-BB8uZ zS>TYPMsD8hnn#r$JtoKMVRnARDGyM8CLmb3VvlD38CL167V$z$zqm;>sJK zU$P&7pR{Z6b?KIAPoqKg!vMAoW>tou3mc-7KXM`geh$Mecx5uCKP8g=#6N7+J>OLMxM% zzh(`Bs`A@92X)oZ5NQpQ8&zox*+*03Zmn~?*b&<^l<2NCQ#U+!r!y0C5dQb-j}Lkm zY22On#~joIP4$Yeq03Zl;sITp_eU7e_>oN>P~RH zFy-MTB_+x4+ROezc+S*TRn5Y^znNrJH8Zhxi>5`Oo)AcYWaF=_7&#}{gL4>N65HQ& zb2hOV$o+KhBQRN7eLF2-X(p53O(=?;LtoYB9hf+I!h{qz8Z8^|DJch!?pxxC=R@$) zD+xEYf#t;5rWxA?{H)kk-weegSEC2Q9xBNR78W;ol|r*_Xn@LLPVV{^~cJ|b}BF%_& zh=)t_*3<;RCVl=y<#Jw%0Q3{=O0(*#v_Jm-q44mv@rMZ(G6zh#Io~y`a3!$hpdmv_ zI!?6kU(9lrTX*ifi+_81N`%(h^yO;@AR_Sr$Qoh)l1XZERlGrmTUuQPE`L0b$^?bH z6f3A9nR^m{l}1YnS2Z-jXoSVXvzDzcHSgNVdB%N4l+fwUyD(`b3|&$S8tq*ihUrnV zNW`{7aH2rHpX$D)z~M*5^H_WbAp&nO?%aZwjR!JTYu}pl zwZXw^!W;p@o2^}2<@{>;-bOauBhf}bIy=X5zxC?I5{ignJjZ&cFQr1I6 z-7PNOxC#S;LE1{yE+3@7XN|BR72sWMBIA88-q* z>co6J`bg;nSTvFW_IKEX4GcLwY@Gxb~3K)#6 zjcG z5tGIge;(V^?y+zIKK$LM>lU9~DAE`%$fn>!J_%U4v-4-?`f<`}lcdN7U&C_1T{;Z1 z^Nb0)UgmM8#BtO0;PR*`$W4G?W!-aE-v&pQJs8wrZkaw`tT}}iZ_=Q%gVq zA2*)SA%AAZ?0xQ7vNWTLc-hL~=`oywU~AtVT8ng13SVqS%ua@i9mq-d@Hc4WhT-8S zmQD(e_r8!xX@!HhDh<>&X@f(QjBL*t^JSUqlTlUo3@c1*ZPPN=p3nOULMj!_(TQ_e zH8jk-w zYf?6QSOco}u>kMeyWH?x+ByMjIDFd^W+$K?zpk~s`{^P(!05`0M%VvRmCArPUqb#w zjv{T$uZn1)Nzx{A}|4mamN{h z%1HdksHflZ_;OITC9HU1VB9jX0tuExwKwiRy0D_k7ZHybAMl#ngigH#AB1o!<#6Ej zO`?)ue(va^)<{}Ff2z0ls<}6U;DgNH?b5?=r<>v(V5UTMqVMud4UqkJEgW?xeCXM{q7~+Yww103v1QLPVz+T{2$h&H6eDkZ zdv(*$RwtAzCpCMZ=-BLnEG>SO*0wOd?#+p~zG(fW!o_AuWR+>dJBaHTkge^FMFaOk zR8IHwZc!v4&>UO$?e#zE|8}FIUr^d~`0Ze~P@AMl8}Dn49vyi=Z!0tR=t>p9sw+_+ zjO7;N6w*-hUW&}%6PthLIc-R&NR82)gepyz6cL(x_UfesklS`cZ)a*-?3^=(4nAl< zj7A!_hsp;&94~UJ8p$TQO(knCnO6twviSB#3?Avreir$tD(oLIo4*acnuEUl=LmW^ zqmwgowZGl*!hXYuCeEL))PhkvQ>F`)Ow$?QS-8Vh`;$XWV(hJ4`<%TP{c*6w27ujS zu`_=DHlMLitC4QRTVAmEB2m!bVf2>f-SEKje-{iTchINp4)gp=iJ-YJ_j1il$S%Qy ze;m_ru`}(jb?c7HC3ev2B5rtoC;H#c|L&aab-VsI_u$#(H9Z**e6w@+PR_kZx(DVw zba``6%MN%J+lznS9Q7o62GuWQ+=Ku8REm71O}H1k9`uulm2du7gVT?!EOIFfspv`a z8hps2O$U3rc>(B-cBdESy@}@{cuuL8kpd?|;@T6Bygj+gH&|=yU5ueBQe?stx40;( z;OL@n^g$OU1#_iUnHTx{TESC%RSF9aEq#*kbv>dBg!S+3f1vsjoy@hCgI~;N;*?vl zRWC|wfjQ3NiakX0d>)`tf7t^ikXLWE4LxdE`s3@>7Y%fpZEoT%&I&zYW*Ea1Gbw{r zukYmeh8uNSHD>i<7)qI!emWq&`P~QkXIvk?YoB-EIiJ4^)bW38_|kiwJ-RLXayCVC zl)`|V^t@u*_NKLGeqO5M1P44-lrxMZTty(Gf!oMIon^-d0*e{?0T0_0yGuKhzH~#% zfIdkfT`s`vrX0U7h|K5DEf_$6$cqmvD6ivvHeRscRo{8mX}8peHtyG?(;zzqp_fUV zR9pBCWfT}LI{uhAVZx5E)yv_fh2f`r zsk(!GZU0f4qjk8p??|iA z(0a_2njmd6@|F4vPQ)k~vorkN9GznltU=j9&W4I?HMFpMPZCJNbc5>035wJbu z1ysf)h^KDP6f28(TXDP^p%v@;O(}1Z7yVhx<3$&G%r%)bM5p%#tGLU@7n|EG)t-9T z6J`ris+p00Tv@6w1 z{T8GlK82D~v}wI2EIFfL^X3MJZo}V$NZda$u{G$LJq8p;_w(hsdDuKUvnPT&eGRnMRn#rNEBYcW?9Ta$1KD@f+O|Ca|w4cn74|A$w zRmV%l4zi2z8VO&=x;@LQAFW~eI(zrd@YaK7*IE}Sx$t(AM>d$*H*{+^aDPv_SP;r& ztv9ll6~2WDr-Y54Z2~ohG!_7fb#|I6JtBmYL56tTDcbh2(kDP@B#@cp>Oojvv(jP_ z)*V7LBK#GUo)vTAxXjlsZ7_Js`8B}JNF!!`ve|&nkDr>NFD1Nq_y9Bmqk;;GZwpZl zRY+w;qD2`<^FjxI>XaSrb}K~DHKn{|JQ+aUU^kCD?WY>W39stybkOK)h z1IDo_d0%eTg7L3=^)lR12=`6$-&d8#-mn}322#qnp@rKtgdb#!5HuInm(Pb)vVN24 zVa$zh85+;B+I_;RuXy@?sbi+7v$y8zSBhoR?nMl<+@G6%k$X9q;_mYC$U}#6Z{J0i zp+M_Gj00h`p8PEdWv8{yz{Ag>m`MQXtbyF*x-aJFnc2CB6ZpP?P9RkO%R3^zXYlt#r5e zF1YsSk(CHM!F@G*sCcJue}TZ`YvIyJQ#B>9HhaX18Bv7%a(x{VVRYCsc26>4qf!7(z>;0gwVqU{GNU(~3q>D-tC-vcm z0t1gZIioujs1S_KY48 zwjFP}`C@%l?>$5o(1HndT}~)GN%K6_v(BK};6-=tFqFgAMwb)6Y=`dk*HjVhNSCmM zHOn949z|)fnrA=#%5%%ne{SAZWuIJAR1X~QeTEqp!^HZX`<#;bkQxUW!j*&i*OXan z+7KLNz~Q{S&2z7pC^`cqG9$16e;{O=z<}v~D{=JMy9KErw{Mq?S*)758STGgp-8#9= zVb>$?+Mg*|p?>1ropYO8*;u1$Sf$-GBxVC_(?m6;zmXPNJr7ybtm^h;^7zEeA%Kgq zU{UM8eV8uGOL9xsswV1`5J(_$YlS6A}laWLCe zz?#D{dKSgS^m*=_+?Q;*$Z%^Dv1 z0XxioESof`DKetn_##Z;@77hLNtyxZuprIj2#8IjUOEoefJzQv=3)|@O3#xsCX(xp)9Ft8 ze@&fvT+R6!$FsED$fU_qE|=3n(KJF{gOE-sl+%jLWGh;vL0XW!Y;$Vlw%$~uXimLa zbuVf#k$L4Z9j~i>kXs@}v}c)0b>H8afA0Ca&iO6h@AG}0&-3{_AE3MeE0h%x63MYf z0Q?GXivyvd;?=CfL5>?_0SQA*&|v!FEAqDf^hGZBY?nvP+D$W*uHEr8bYgB{^Ky_Z0 z0S~J%FiI{~8Gl*O_svMq?-=admP+4I^^XkEdt;Z1f8F=&wj=Drxm@>P$JI(-Ld&&- zubhNI>HvWIL{tW0Nwy?%80u4Kh8z;YJL@wU5PHr;Uonccum{=y3mj76lfmfr@&^yu=CQI8OFw=?t%%{KpYbzeSeb$?ZptT#)=MP9 z78WRa5G)CjKol^6*wW%Ma2$E@`B&inWC{u(;p*_Di~@`FQ0qAuo66-YhdLI`3Z9S6 zx-8L~7b>GD3m>43b zq2Q|5Q}KBG{cZSu0t|=nGAItJ>goxeg>8?X612%wl+V=Rw`MY2Q6HoWA9z=Ek0M-@ zO^Z_AyUot6B8L;KJz78&4GpPGKJg_Gtk{09OBK$y=A=oNdmiTtqPC!j zP4rwdJ-v38B%eBUH^3ffmzWziKiDH%*ct_QJdT@igXCF7Ol6pRhF0^x<*}n_rA~bl+T7br_8TpQxb zg{5I(Q^H-xw;K_?Mzj<nLIi9F<8Xswrm3NE5h7Ls zgHK0Ss>EH^7=j8LkTiU&Fx59mUmSOo3Cl2PAT5#Y-`^XM8{zDpqF%d2iJxuKI$OFQ zQn&1rN$KfMOqP*IGATn(c2~06yPlP8WRH8cnzL|?VF<-nczgT${<^9t=j?S!jJ~yY zp4o7CoLknR5LOZtIZ5W8tXp)I7JL7y9ewUxTkHAOj8HgcamJHJie45;%p{q~Me3XN z=n08VZ=oi}9-f4K7CgVFNDIaV`@@4q!HlTBG-R=j7>54g!YFwoH=fiCoZ^sU67+3WTkpsO65wF~@f3`TTLw4rf z-nv;FOjK3bkwagOEDVaDeM{W@gSPs^Z$%?F9&yU$8mDg;%+Jr;8~bQs7GM6U5#kb*Tl0d<`$= zWpndtvIs*`geHe8E65$B3aewcyFQ-w{?0}E=lB`*$T$n5P`m{%q^{L+wcwQozx20P&5fXrTF)uUN|IS&Bc@U51?8P7uF zV$VYNwhzXQ>aB4dv#n<6)VtQY4E=v$V%+#QQQa&WyZKxRk4}8#ED#xNsbPAC?z>$| zV^-j`m}(ig4#Isf^KZ-=zu=@*!(JiUczclPg7U6Irs4ToO(DzeE6+#|VJPg%loN+b zvMK`OXlFTgpRr+qu@>S9@iBew*q*a_MybinU%U*1{Ozjy`%0c#AGS2iYjHFwP8NUs a>tU7EHE9|v0}>E$)sPy7!pZ?kp) literal 74292 zcmeFZbzGI}x-~p)MFj&}z@P-h0zq076qHU$n=a`F3q=H-iYQ7*Hz?gGih+o9gGEk4 z1w=sL8~4O@_F8AJv-f$wbKc+g&o_U#7EC5j+;Lsw8e?3~H6?|^OBvQPP$-n8vPTZ7 zP$+X#DU{h-3+LmV^POz#@xQq?QnG3b@p4^w<|=+(WOd}Y4TZvVlKh($D-mN%p=_ea z9y*}r_^_|lNmspgYWmx#_}i;j!|!f+Cv=YI-B#oK2k!?Re8edyIAlMuzxBac%@yfS z`B!?UyI6MIynK3pWQY0%W)7R=W92Ji9&W zGvD#un7exBJKgn*w$FT*&A&ox<~u86c8mdeeW?2X4~Sv-7h`C({`!k>`~IfZkqPnP z_XnS7>C)=M4qTicXV&;6*S3e6v}5;f<<-}vckkY<;QLl!=|&+X{N&BVR@kxsSar=s zCh^$R)KrnR>nIfNCCMWXHc%+pU2Cs=yyGJLxzMRG!!%HQ>gVan&ur5-Q&Lh67V*C5 zm9ucrTT=4A;qmE=lO^+$v>tzAl*SA*T+BO-BA`eIPNyI zV$~`R0|SGCpP#P3W9(3T!C&4S5@A>o60eaI6doQv{CuTii&rd#B6;$}0;~+Hp!EVK zu~L^A93~5&K7AUm98s!QWNE?3CZ4FCpb_UXI-nrid7!sGCDi@r#|7q1>8~3fVVFd3 zl10bJ$STT>QNbt}54IKbwiV>b1@Lf4NJwNDSId~zC);Irj<$Q$N6Ox=DRgsDk5xLL zudmOelbM)nM~k*Bn%q}E@kL_}uduK-hN|6l=!W>@u&RJ*-7$A}_jr{kA3ptjZbe1K z42#yLfuOR$on_6fq?1V?W?bMzP*3iv@BtMT}zHl?US=d1GcHkh>MHI zYdsDZw(E_QzP@_DubA_2tiJ0vY4s#+^|rP)9=+Ujasf#?S)Dn_IrsM(`eA~q6(#h- zXg>zqQ)bPX&&|z!1eeOdz@T#I&?Wb=jzHa)Y!dD*8ir-{^_ojJ?5oLl8e-5j*hSkFDS5UcN>i}Z_ad{o*eBj z-Jz3tY;s~$^Tv9CFI`<+7&HNk7Omld;7dZC}_f+FX?rUdRBvnXE>*5C9)vr&%rC{2Vv@_n+JIXdaIeVSe z>C19*6|K2;s=>l`>4p`o<)IP=SR(b9*_v$Y)6G9sV-(^r{lcz4Q^_r3ZLmnV>+a0| zdO_H>`zFo#%h?abUfQWAyn1UBVy<3YIQH{rcUHT5b?J=_8RyE^=h^9Jm;^YF4kRTe zZnqm~IX*c)qN=SOWIxanCwrUI81s?&IO4GX-3JdIXr~)J3JcqWVd51R*DtxUwEFH2 z9e&HUeAgGFxIyEuAD({y_N{WIqUfU!A5KjE8mbuoaFHqfe21LdM1K|oBV%S>v__IP zk9z!_x+I;z6c_Anu3ZT5$+xN0Q|qss#FyWCfj7yPw7R5dZ*TA8PtM2=VQXb&#Kgor z!1lJgN9(SPI5+maqr54@RAhMFm6MsK_3x6+`x+icpIjRq8XB5o)1}~Ts_)V-P`zu3 z4JIWsQ&ZpRg{^~wARFd*uaHnfT}W`S`CT6MH;MWMxvd*do;(@-;?!ePUR>9@jT_DM z3tbyOh8Vtk_;_;cO#tt?43pYpY;0^c7#aJ|ek>yA=FgjVAM0o@UM!tC`Z6+CdOAAJ z)+HX_TR(N_(p;Q(FDGYd-QC-_PuIn(m!)fM@5J&n5p@6f>@u$M9A^0K!-pGnT+W<{ zG+ujU>9!;N-?MjWQY%0E9cD(e1~llSC<_#Z!L?`;~L#&U@+Dk>tsPF09D4l0`b z@t}2d0pmuiwYPB+nL~%};qwm!Ei-9pnQX$guj(=_+r_I(N=lY2TD03Amn?{2(PnF7 zv)5&~`xecVRugv{XTDFRQcWcg9{K#1%|^JJH+OD#M!kNTscB8@Epx8&u22sP)6vmU z%{Y~)jhzb-CMrV2G8_i=S;UOZL51v!)(-R&h)zLRvv(I4^%| zue!F9>%5qPL&52ne%p9?6C~}5_n9|Ex=s8b3!Q<9DT_v{j`1g(2k&j$woSIGcB_ZA zwKc=Sh41g}KHXO;@$r19VrQx6obTuxZ_2VvN!H6Fu_M>OiWM2zVCh6&Z5L0{mnIH$fpahtH0bt;NRQYT}D3sZZr&paIqFuI=mO zX+)E}o{e>*oInOxgZAALcD;9=q@`ux6qm1DX&O0x`%a8P@Egs163Vv_^!D8rNus04 z9Vy~yZjk7cam0$+1kIge=1+n?F^GB zthM0%HZmIoE!6DoGfDKudOC_3QgwCB5Am3CdhzmQ*{R20c)bM9zF{UQG0m`|?$V-_ z{3oBy&B@D4I2ycRhKM z850%Nc%y<=@HRng=i)VdHJHLAMTto@tj_>;Cl?oz!<@T<9n><-j^|A*m^ZK0_FZ~9 zzkqSop#@B=YH8=n`K>-k2JooM4Gav($;;Q)#HkLAG(IjA#8|$uIi^1-ub|+U#0IFu zN-*mtMJ~mVw;7YqudSq>$r9Pd!y|`$-jr*XfYf9xI7Py@V7seom`gkNt*>88m`sr% zeEj|E5z{;R`^|YTv;l{>A)UW@^QP*`(hX`^7J31EdgIZfX8|tEcczTii7@6==F)BgPG*KsO zU}@JcBm^^&reujHK@T4$#;L}1@@B5!kbAXj39?Ev!>_Ku5ixGn=wn{VfPM}O1c2Km zLlDf8G44X?T%4S8R9wH2=>&4QT8sjV_ZM|Cbgb3E=gnCXu~-nS<;Xo0+H}1$#-#wW zsucDb=%pOHzo)k{!h1EJZY*{}PrZRh?LccDho0Co?$>u?b65@>IPiUVc)ODME?Q;Q zrAwD|CzAT>tZ_IhZm|#uMYp}I*~yYeEjFysZNj8HNPw(T1kgJ{K|DPkG=eVLY(os( z$E2w>X@-j4g%{Yx$p)|Hx9ll+%&MG-W$TrK#ednK6f3Vtmc@h_)@Rz$G~B+w=0f;V z@@Ew@>sOCgs{|}CYo5ifC$@eK3rmui%a4}Ih~q$HYS&h9q`Qut$6Ph@$(|MC6T*7V z8?x1PEJk*H(8r&XWA?l;y!L16&2MpQg4v8p~$qJ z56Eq&!Dv9_Uc-0Y-fZqxMnzU1FYxJRZ(?F%(%G_m%N8lDksx5#eP#_GtjaTFMNDUn z(r%w8K~BfAAYkw(L8?xUjz-U~F3;3HQ~zY(O<6hMgxcd%(zyR^?W1G?FdbfKt$O_U z@%4MoTm{q&xO+Dm5X$Jyooyy<`8jC^=TMlRWSTekqU?CzS^j_^V}gFLSnjX`AWlCK zi558ZeBsh{dkzsads|U_8!pfsQQ753-{VzNg{mzrEhuxCi~%XAX99}}phifDHt?8K z$7W?%ytvHH&y=QsNGFT3KzXFMcGddz@j$=Zwr)KL>|fhf;8L5UBiQ_IkAs7Q+mA*= z0xwxz`gUiSHL8rz>H|^c_-))D4j|0U!6D71@bIR;e}%k3S%klMJO-RxjKA0qtwQ~2 zg6$t2Tp%`5qng=(G!S#P?C$IK_V&%&1Te{NlOy#(Le}B?EZY)S@6hi4`R%iIzT;zZ zDja)zeaue%L2N;WrAyTdoJZ7B^u^{aSU@9%$r=OKN4L2YO&U^9W=ehY^70x7P9@JgmevLXh2ZW7cX7_q{xjAfUmrBcqJ>aynkZnb9)4&M{!pmC zQ0B(^ILB|F1PiX4G z+7tr`^TsFA1j%hMKz6_qlASYu$$LbeRU0-W;2g$)jim03oUVP7dkfH*o0C%}>S&j^BFhB`iqahYW&FTg!=P6R)OuO=Zl&dqw_jKr+>w?In#C|9Z!>C5w^`v7`2}l zZ5)qj;L%9D2VmIKXNB<2+TeA0c5{(O5u#QMfQ5(%Glk-F$@+6?&-acpXIvmdKkG|B z78|39kKSzj=1u(b=FjhRs(BKtlWQC2J~^U!gH581UaxQ1Lk)rC z`1aMnV}kXM@87@gjFhMj)JI?j;1dv}UWkoBq3dx#)%t{#!XVnMB@~L16?Sw?7Ha+7|J7d+>e$7SfF?p3c()(d7~ zL^7Y{lfC9ZjACdVwyJuZ3WtEvd&z6pt~u4MSSMr^c9%~te)(1zZg%!VWE}_c>6!Vn z7u8|&)Z{r>*2XFyR904Y_#6dzUcucL5p?j%lFBD%%hFFgogFOUp^w^9t?OOzh`-0L zgE;Gs8kantl3nSD&4%8G0OWes^r`4%f|L5)H#Cn#2@DxwsAkT-Snb85!#e?V`y_qgcbsVfOK>TV7RH zt72gWoSDA*mA2#flS2rV>ro6Om6w$rtq`9`q~5-5H{7kPGci;lk+PCY!KgA^nmvVn zfMUHD%b&S4ppH_DkXbr5HrAM-!&Xp$>n6krDbgl+e-j1>88`+oB?0^49pjwKo^$KO`mo-<;E<{RGU3`5=b|VWo3Tdx6dy*WHC!c&70{r zMG-o&piV6DWXTn|W5;T6gX;N?);beNjvTT;_1Q^d;OdeQ>MnbG^NNc8%Iu`msvn$D zKOx8vP?C1=z~3`!!Ein2Kefnt` zq#YfzH4?QBn5Vl?L{fcX*X=#Wy<nNW!B~MO76M(~ay<5{WuoEZYn9KuJ{rJaDHj zB&&hj_Lo?C_vr;1%L4%FQmpm$^+~qnRCuWMYWd92wya;F#mzsq?Ng!0v^)0T6yM?b z6hRFPFiJHc5rhs(%UtP}L6(i1pR)wECq0-L9VEopz^OBon;sI=zxK+4oA#7gW9f#duLwJPcIp={T-qT{gu7k z{=}pAUt+G#Fy&c3TLwlM$;CZ>{CMNix#Tm<>uFaOnJ#x=*4wz5{>EQe-_qq$+3CZ> zwt6||Uo@Wl^17ttAcx!?EBm$5a!5R+;02;L0ju(kk;@=FB7$U44t93#?c3irek6yN zymfH);>(@(*Rw&*(AsULlhT*e?e;xL3!3jRJ$t)jrS+Hn(wrKmO!taZ}+Ssqn z$xSSCuq~_yedPD9%jZ~i`o!RftE($Q)s4J$Duo@ZY)+gAn>}aFAm$4%tHH3VB44>c zUxi~!AusiQ{a9k}wq~ckT7OeU$G|``5Mc8N$$&^C$~{$4sLzs+K*6S}t>cZ0CtKW|-3j+Go^}V2w0l)&-3B$1Z`ima| z*g3MA{&L#eSHF1vTL7JL z$-=mmRjjPZh@KtmhelYPyEjYA$jDLWFI|6T%}_=PDrlj^96NJ`VBx4&ua2~OOiz9v z8d6QrNJBG47(mL^V7 z8+Krhj)A*LD2k{!%pi$_?S*c3Kl+aE&`OnL5wWj9DL4WagaCHUEQ{7V0Rd6j*+Qfi zXi7J}jnsEeP!oJ1!J;5nM+RDTX3d%p%5+@LiOtK_D4>9?fL4qbE8> zUqu=Rfrax#Sr~>vY!+ia0T@6&KJs>NMK>tX^G96C)*yHm42HQm;huGMAKu+*kc_gb z{cGFu<;(ZTSKlqBlX<5yG2DSymaGfM3^X-?-VTF?5sO8EGEG%Qg}UR`4;(m_Xb<3< zM;Z-78T0PU4= zRA08rrb3LXr#CtI8M5haAhy@ZNk~?xGpaF$0(QM>d3q}r-a!md-ed4R5^_PYMG!e(p;Ves0pcgexV#>O$$K?p9F7q5v2&R#EU z8w-s|e4=k}t3$h+{by{dj*lN7fo<&w5+xi`PjyT{P*6OT<7h9)uK;#XLSsMl-?O9> zZczpIVAF3|pB#+DNwxrFvC`z7S*I_r;!(TF9u*zk_VEY{0kqgPX{Ml{at8}1Y{$Nz zRZrG!{1^mDA@55Qwkx?G2wSC@ssqkoD4Ku=SZ=W3F0AbSicYrTo>roMdjDR@&|5hY z**6xd3fT;VA4Li6y&G#?-QM0lS-LU_+9GaL4O&7o(^ObknAG*Wu*A!qWdXc_rbQWI zS<}WC8=>@^JcG$f&6}4#CcQ~exSN+Zv2+3y7*q3T-JxdOKQdsp=%8JM_8DA|r1F{8 zU5|0|0wy)6eZrPmUt0Ea<%3-(FOYZ?eQe$2&(HqOw4|(!rFXcMr7%}23JMA#1{itB zAa{q0E>)n;9%6Z!@%pZ5Yn;ct$DGaz4~1@-P6N;Nm#z}1s|U^CTs^v+Orp=06VoC!30n@j0-*;?36Te}rXS5)yjsY&$lXu_DcZLC{bnd|b;-zg2K66HyjhZW9)A+a z-h+%d=3W3=ns877C}gobnnp;eAuB7302WQc@!+_DvDgYFRzx%hl=YliT?~^ z?|Hg_t>(+?+atgVCPX$Xbj^uOxLm|Pk=ix;IDN#nrYb|0V3BdC*BpQ1_FbmtKh zSt_V$u*ivr+1%7f?Nl^1vXiL1s1mW1{RyQ{;MVGTiK%Z)B<>;RRjVqBMPZ5{fXE9w zehniTn1hqEseq9vrIu~F8}^wgp^hN%Ku}N+vm=k>eH-gsb`d(m!iMGpKDMDt|7$QGH?FVu;Ey7zd+o zpI$ikXVjnHv3&}A!xXIIcyB@q^O`kWvVbR_maf#2f3U9>*D^d#OCfx@cFy@IvUm}; zNiy8Lc{8J_eT+}gg1K{zfYS(SK&@>1?UOVr3gnqr?d{Wd2kaugIh6~ZE?q*TQt&5* z5He$s2nlY3EDo2!o$=8@gAet@ZbR{yf8~C?J=2HP$3v%5G1eRE*mE1Rfj%Z(28sgi ze$4ehxb!RI`wv&2N@qF>S?zo?Sg{L#md)ty%{$)UH7}5mS4;iYnmOo}*E%{n-pr>L zYhgEU6-zxL<>>6$vzYeF;yPJfKjN(J; zbnC8@Vp3Pb%RcpyH}LY@fPFpl?f;ge#>T;(!kv5N&y{A&Ox-~7xd&JSwr(4$!^TH5 zw{q>q4Rs@ITRlctONoswpIG?Lm z-}g19E#5Eut5IwFYH%~#HgA5~_~^^g|6IN-z@0gG+Lb&9p^6-|)zJH*)S=mn`FQv4 zRc-J8sSx;tZ@-e_v#x)U{>bfHA#-wKZz;VBq#Zf&^z2zfLz+q*htpi=S7ps3 z_WRGCJJVa$c+|nnyCK{9GxN%oTdVmAV=eam)m9$;{A?tEM<^F)J3Yp(6AcopyyezJ z&TK>W6-V^R{1k^Wk!oe9Yxw zZ%`2B1>TSD>7y?V%Dm^Q3ukeOAkLtq>*(o;0}0#}1egLg#sqPNu^-?>r8(1_tUHio zy(At&GXoe67+m`#~Ym+Oq zvPvas0X~{FM*UUQ)dJ4LMzx8@RiT9w4+1e`Kt{~7h6HvKr4h2EO)wXh1)>%%tD>&U1@i5{FGxT`s8a#IT+#sHYAN_^R7#KCN(uXnq1Xm{ zLH(E_PGK18ra_2wS2wrX)RPCj?-7{)D<^f%Vyh=8rD=pm2mR7p6K7NMxW2x~d8Ag8 zChMm%GFL2-TG_@{9J9GuOt4dm=D|Mj!}$Zrli9zp-}rGkZ5o zj+qCmm~%Qrl^Ot&dGqFNgRuSW+c%;)!Vp6>lsbhp(3E=eBCE$QYa%fM*s3CwbLhz@ zi$RES?tbKL_L)~R`Qc!FVEwleKmt=jXZOa%FfUscmQpw_2a1Cn0O{kq`qmvgcE}U) znlLBn#;PNIjjDuj4VS(?3|#`6)^Rcy>~W~FiCB)plxP|`IXR8x8Av{m9cVdSA-7+A zFY<`F>g!vBkk7nvV)g|lEcGaU2f+Nai)lPj~NG4RQ8Mo0^ zLz*ILPL#x7fT&?X;>HRh+X%%P*8Th?YflIoppZpv!Mt{DEULtKSm{V5)8^F0LW(S$ zg=~NGU(kDrW=@17Qt851f}3Q9{P+C%Awd3j0|FtCyva6$5enr;1d7uVNVnihcX zv4r;q-Z$@gxfXyT#H9kz`WC8DQ`0n1a2fy{-t0uIF?NtAzryr4WE6ZW-9SE@qF>P0 zggWLeBp6~{!Af|ec?=)hbMfNEaumTL!%*uxqaW+iioNDAn(yDg{~R1=u%P5P4V}vq zH+8wpu<9-1gRt&{n>SD3T1uZk|KeN(5-JFXBc8c~22doEX(tK{5o6w#cr!J>z}ieWiyFA0|H|cx9LhE-AtBe6L>Jm6n#qGH|-zV<4xC?%bKco;Z`6 zm-m3|*bUPFujG%g5cgD9SND&j;5>~p_+eKhi)B@K83&z1aZT>l>Z4TNkFF4xcjQ9% zpO4g=z#PgmG5K$BpP%@BVlT-a$rsx{`iR4kqd*dWkF|yoqg!l4a35vmvJ%Mlx#A99xBaQmT>B2HYwCYm{bNI z2H7wcx75t?I=2o5^#}|$1i0mJGQd5@z^n>g4XlQ3ZJg?1$YIK$Gl)onmBehs+GC;@ zMLcoHl*GBDx8)Gk9Ylj}iYYdu*PvbAd7T(+3*s{+-aEKk9K0`;XAmV9TOa}89TLA) zH_G_}eUC}I{+68TI)tjlq%=mzQv>(jpG$5D+haWxBJ;j~6vZ+qnJtocJ32d?z?j3> z4@{&1m^$PuhN1*6MaF&*n|tI{5x>8Wj0CWAaB-D^)I}hAli_z9^9BD=5{y`cl%f(; zO9-$~kEtB@sWC%%44)1(nMy2x5tc|kwXm}4N({jm$G8agFaTLbIH@wk(83H$w?cnNJ!yUa%HJa20gxKXo{j_K$=PMM6sGlma zaAC;Fa4o+LJs+#B8)70cT@o=70pvA4hT8}dwlfKtm%n)ZP_R|Rh{*XbSCPUk?-l1Z zx){638yg$j_k$i9?~<5~LrG}_qarnV;1xU^YGBsPKZEk;kR`bQSnIp*)~xjgf;tr~ zD=esA2HZzHcA^^2%ml%}BO;;$EFtI%Z{A`a)ShHnVa806>Ebn0LY|eBka`~Z@)f^4 zXvhXP#)083xSJ`Sv`t>~gpQ;7yL0nq7=Q$7&&~;9T5>e%lmy&4<78dLHNmFIGyNhE z5|bw({l9V$t*VWw1K)Uz*e40Cg4&i`KDJm>flHSCU|YY^RdGQ!*RNjvJ-#UgKZ5iO z;2s0X6V#RAv`V`|v5z|ZlFdVCST9s4x9#<9E|i9!-dpGuJ?NKA`_Yxr=2Q?^Av)v> z7c|jTi1mS(E`SkYp<2T2rouSnedUS?ES7@49nM*~Avuprtr4+YZ$JsnA+}W*oqI}{ zB+_Xj?!U4RZs}9-2$@AG4z}*C*#^s)5P&C4Pt5_JDIaoSr&rjALb3qyK^szOsqeZ7 z9$Y>A%%8a5%KU@voje?I7tX(HMIXUC8+3d~XkR%WuqG88|!Ua^d1dSaK4~-zuf_ry3q6S3+0$+$h z0(Ptkb|oq1uqPVrMc-+&mA&}~9b)7lI%r`ERt3m1iWnNA6+Fisc5uEMge3Y1`6}`u95vhSRLfXylJhi zt>!dGx8)n*yd$2ZvR>z@yNe-r`MoN%X5Hgay)gK+JVyzY-J{sPEhpJvuefKAjA9*cefnEPG<_0Wq*cKVJ)#Kaonm zkF4j@%Z&t~5sRY`pANDwDKAlCkjzH}1%yH44b!i-`Ws^Y0bG$3B$v8qgv zOo;&uTQvq4ulM@SLM6;Y26TGSE{oRO3{nonggDC~xsuEd|CR@Cf+*$%mz*j$h|jIg#cThG z8acIlk-2JMpCNc3geqponDmAqjMt$5#dZ2}JHipPrc8vyJ23JgO_#N|8$eO5hHYz5 zsonJLz1?z0k5*%hGT^8}UCs>~9$7SaCkE&54$#zBhSq?hh{R}=g2zb>1|G8mo9U?$~B@RuSV1&T5Jnj|Lh76C=UAwd|rhY>D%2 zyuxEDf)F&eJyq+$PC?QNObIf8JKGmE4xz(`p~)B{7yzQEqnl?0$LzUvnDzCDFbp3= z(}G3+(UKA?A#ukfI0#~47$a>Y5K4rhoNWWyi;IDD8nIE_AZu&N=xKaU<`UF+G%+t4 z6zZZ@M>$>va?z3o#CABe@X$>*} zO1T}x2Ntguw}SMNd2Zq4<5K{sCYYpiT|%PdZU6DkV)KSVw>+?Yk=Wb&Yx=gm%0?~i zmi1Xg?@g}Sy^n3H4HOX!8`MyKyknfFunYcQSSA&rfv0mk{n{1S9(od#YA0bu0=Wtj zi|f4jvgYtk9?N~l8C=`Ev!HzNyfme#WEHUq5KoFq^%eP{?YaF7D6M~6E|gw@WQw}A zkxmIxL@zI+SX7qxTF@oHfhF(}TU{rHjlMoJ6HbERBsc$$8s}PqStzM!Kr!^DQ1<;g zM$W1WI!Z_$$b~}|G=sx=cFKoW<9kW#q36&o*c;%Y?M4d$!P&tq43vg#sB)#Gq#m*m za@2Dg1_Ff_2FvIdTwJd7oG3kb{k50xOBtvvIQn?dAVnl@k&W~ZSut()y6n2mpfI1P zm8b*PUHM4dWOx;eUD`76DiBdjmI~TqM>T)&#-;S%WCwyWp?^nCqOqL7V4|Ra*HM9a z@XTW^Af^`Gm*>u%>m}Ada6lb2S^{VtLKr*jKSlpr&-`1(JQoO@hE`(=tO;?{i@oD` z7Eug>_MG(zaq3(LvRNKdHsO1)yc`7&()nP@tCa$&K4B0ANy$Vy#7Hc}M*1QQ+N!V` zp>5=y$e_`eSGTB)( zO(GAM=f=g%_?{x);{Vq2j#nhNzf7AJwQpJtjh&_G0@By-f%*rc`a zV#Nx!IUX!5EQF6{O7F%R`cZY zNiF+i%x26w=T#16Zy@J|qOA-&(m@y84sp%nRor;wL~98y#?ax|`(F6%sLA5xGo)v6 zBl#N?xQ{?;*-ia&0)5j`R|wugRt2!h!qnY#>Gs~=Hl~XitgA6a;`TTi@epA5z%VwQ znQ`{qITN@6i0$~og$ov@Qw>6iUNQ9E4Lb zBoP(2EEOsy_EIw3b;oAXIXnb`>?Eil35|oxAObB>t4S_LiVI#xSGFmhOBW?>;o;!m zF!&7Zo8S7=AwZdLelI1LBDNtaoD82|S8#FeY6f{TvqV(z!Svlp3A_5l;@c9-{zyg*9Zhsm5hFWg!>q?b&gu0_@R_I+41p*HBrlT7 zei3HoJ-;nfz-D&#Yw5?|@+SA>DKO5Usc)r~9N7GcbRv@1|E$rtbD)o+WJ|o&Bwx{Y zNp@NZ{i2w6{~_SaSn>WMcGEw>9iF&>lQczO*X|eD$h?JgZ;{vkg)ZqF5fKWr-d_;V z!0$jSeQahs-?@9Yvrmbnqet(bmzMJI^Vc+l;$Hge061G8@l9%Nta)LedUbZqiu z+WJLuQk;AH+$D7NIn(y0jV?KpmNWEr?^Qk0LJKA)Uq1z3)z{q);?Z&vd*$46mwEnKye@ z%;|^dNs~rlsPK|PX;wNxR!Z?Ucra`Ga?;dUw_Dcz7>q24SfTh@mQ7-(W61f02M&wW zTohf(L&P7fSS+Rk%~hb%rgfdQw%BtSS<7nqMhmeau#hXVSetGJ3MiANrzZ1pOp9O@cE0 z3UQ6KGe-a%GGYFsVPAlO9-I&>*3bK+vH!*&&HjHm+_P=_!3-tm4G0r1pL&$963{l- zZzei?Iz+9WWpyqaBx7yV(KRSMd(hrky(6n790YqDM0$n8GqHBJ-*T;=a`*s|g;_~2 zaAagRl;ZlcfqK#4+JsqVAjI=o4BK6!@W({h0GD-*FR$-O*)VEgk$VLAP$&cEpV!D~ScE(RfoG|UpG--bl=xWu8uZGPFFy?fP< zA2)8^O+OZ;CZgEq0P*ibmms3}$Y8qx^~`aN2pXyveNcswr1=W?iWj|iTV;ITBLPIv zA~6z3flD(NJN1+bC@OUPambe5yPZ4= zR8Kk$!A1M>4LOPi!4`uypfJ)8I&M3+4io@v5!pU8IU+) zVLk>)W0~p-R7H(M!7md?%y7gcf%fWH)I0_|3x9?`dGbVCU?=@bt}4nZEbz2JO%jP# zg3#1__r|WB>-tbc1O5ka_IseD;<}@&pQ5RslC{p59!hVziif(28(ci=Uex}G-)IN3 zmUUuuv<$0%*QE~JL*+}w!|v{dz)T9JGeE;t|MZ-#;5+U-ctBIyl0Khrv+rq;l??MQ za&2dtJG=5F{jijWGG41*3Ik1k*z?pGrgrLZPwSH3zbfUpWNn6eoLE?RczD17EZ3U? z*>RK#>wt&$L`vwK>rOLfdHdK7LbNSF7rQ+(Ktz&xo`x?EAD?*Ch$yQ+@vlHmYkD}dG{c;@ zQ%`K*v?gjjrQw=v%jX62R-4@p4NXC#bj)e`Rh&|r^t=`xzNMqHQR{ViS{&kEwy~3g4O5RL{?R&1bkbY$)dg%Ja%N|$p?c&jy zAO8ChtW~dS#xFxw5b(cxAE0J=pf8shLG6|ZwoIM*UO$6B(hdr;zW3C z>=B5U3NO8GWMBHdVg3>hXK;XL!tMncyb0K`XzC4n@?;Mt3KrftV(5SM%1W3#1O_pf zSNTN71@K0Md?s;^6eCC2t3G@Kmod`ctckXenqY^vxWzm3-#?0^{|#l}px0S?GZbNc zh@A^uIqgCFuV@*6)+BsT3F$s?w+x!DG1YYjS><0ElN>fvlhMbB2AA_bd^SGG* zJZNVl5GnQRR3V$)v&&B2I&#P||JxN4Q&R!kZlwX4nM?mV&$rk_T4J(C(GFt! zVF|&~ZkV1jlM8-m>p8UA^)_dvi2wR}aKXx%3CU)fr@>3Qj|8kf6nA&+EEuLjQBFXI zR2MNZKl_*p!$-%7-wSf|&C|YRUhxnoPI#ctM&~!JrweXsrd*bpw}HX-Et$; z4UBtE1^W1knaL@qeE+%?&PMe1njm3jjAvTh`d2aG)Cz|U!7c+igx9hI<*3?r4$F&} z3T&aaH{PRTD$0kqPZw_AAT~K%O*&M`LpGMO2&=V^*JYtkC}J^Rw&Y(HF|q3vOpVi; zvaKVWfAqm|=lrJU=kHOK#CFiJ$dMLowY^Q~#tRo_Pr?(dX>M*FLF44&qLF1m*y~oS zlBIG-PFT(G7oLZ_&gMbZZ*}~9BNrn2s)cihQTcb1MpoF1x5yG^lrQJY3Isb8Z!bQk z{~pGJm_-#875+1?mO^CSr#Xe3Ij(f`yL|fQZc`mzJDIde34`&%Qb* zgxOz3MfIUyrR0&#K#O=;ZN`cshGH@qrE6i%Ka%G#sG+A9%nltzVVv;mSO${=4n;OX z+sI!~JYAGdWQ0RSBM+z{j{<;u9WZ2rs5=QLFV+~?a?g-To+7xuaMCkR+>Ur)09L+& zUa79B*Ky|1%qi+06`P!ea|ilH1aS`=L;UhNw1u?76MG)i zlbFvlN6u!PcXtkPNkQ!(88>Lt@8uGqjODW1ZY9Y#AFgw!Zd}H2nM9|6z`(M#HqSn{ z8pPXbbEEiElt>!l>-Xup*{PXRYR}i7eK;eq$$xx?n4XwK!P3>Rj zNaizmm*9^y9{8Dmk+s&8WnMB@eNtASoisKrtL9GCu0%YIdiG4J)xO!Bs0Tz{v}LDA zu5?rpm6MgX7A{>R#ju}++(YUrL|GzNOwo#_jzY~*I6QM}LZ{hgZF~Uf&Q^Ga zj4NJu8N(0#M^-#k@z#+)?Ipg=W;3xJ{tIkC(g!6x+F}!M@1El`=k|%V(TzvwK!x%_ zfmti58ww`Tj4~}+<4N|(Wpwz>P8eM!Cjk2|EiDaMWd0xT3rXY8jG)1g?okqdVj^() zcs<;G?|H#07zYzDWeP8i?xIOT8^Rl`?RC&K`fO*S$Fjp@U|>>AAl9%|t5zu-Hhuza zsT&Qlb@GC(>}5|L`ptxcPYVN=WrjC3X(LCF#%+T25NPsc2BjR)S}S~WpbTMJg*qG~ zF)3TR*1MWQdB^Ob>A|CfYO@MQcIZ5rMfs#Dv{A#(Jfq3hY^$P=i%^q=&I;#Op5`g<;U{?h;50O zrr3#CN1g)0Zj31=CNs0wODR{G{wX+xEkcnai56Yb*G_z$fJK#<_6`40JcT%Zy4HQx z2h*kwN>~6Ek|cv7eJcOCw`*^#+uIpg@$xtJ3=>d3(b#=qG2hLz#|hPnqGaV{{$ttq zv_PG^wO@`dMXPE+aPSUU1L3FRL~?-VL^zL>$eX%7kqavkZ+nPCr19M=-QVD zw>G`~33ZTzu#bs}$@&64M>xKQzumn<&-f2lw{nr2+Egg8Z`W@e%*Y{SdSZ5j5Eazt ziCvD*zDsUe<~FlMip{xGKOKSSy`kXPS9B9l#S0#6CVx-yY_?i-a^pHQCK0*c$AqY)dB_&c*;r(Kx)?@$WT1g-LLI4C!alD?(7GQ{AzIY@XqDiw{KTN?Zs{k?HA9ysllW7_`wpF-`jl<_=o-g6Lc6* zsVh+Z@zb1U!dst=S1rRp{*XfRpp*~p!7 zOXk1%q7z)4*8XhFTB%EKXVYU?-*fhXKi62kbPnk~d*P_-ck>}xs(9SkA+|eiVJQxi zxzrWnli!{-*YggZJ%)y8qy00d2zu_)XgII-J4=~e^>x9Xu|csE#yFOZ3iByf)&D}N znfB+EDe>EJ`?v<-eAX*#|c*Q*uhxjdN2CxEoOSrC%gI;{2J4*64&u!qv5H zi725w7Z0uA!dFrIpe=KQFYXNuKbi`DVwPsOY^(AAVDKJ>$p~P=tggiVg?l{qhXU{? z7SDPS*;Jo`2E{^Mn_a1qMS;KcSX4w}M~@do_`6IvcNF-JiO!-}t)SC*pMpl8R4~M+ zh)oK(4gIn-nR4h9c?jCfl{N4W2K!HJASR~y7<4o||E01yh+as&r_w`5C{jhW@`=3+ z+Z#ARd>}#2Kv~N3*zs8_k!;_Tm)i+5njIp%qvu|IjPPu)V&lOW)$?2&wVZg)P2@Zk zS@1h(Z@0LGcH?CgbQ01^hWF2W=>&DuIMmQ!cqo`{pyo+dptQswYhUs}M(cx&!5<+% zg2deRae$qSxkhIu4bvqzg?&GfqcRcAvx7J3b+d!o;f~mj7_rzNnhCBtPS<^x%%N;* zqw}7dI3v$S#p%V^BgfASHf0khFbaJ)pdIl~JL6w6p?~5L{xx)cx({&Z&Fj}Q*_^UT zrk3d*HxG}Bg++3;^@*)~f5<8STeR#<+57jk$Uk=df83ikc-m!o|D96sf5eLX9p~Hv z;ha(|4d(=Eu%L|oH)6c%*)d8~HD#Sga{?CBq`4__XkVj7Zs5y5uyyCg#y+#(>*mJ~ z%vQNHSz;enAUFq!Ib^=MhzAq88+;ee?FGx3dOg{oW}1Eqxtn;*s$tD?rf27G+j(4?Sd9-A_;C z&!E-3>siYct9+w+IfWwmkj~y`#>FS9v{nj7MMgiYbC=_hyAyOTKCSAVaQ`u{AkPZ{ zPpjKV2G(XGyD{d2t^jq&b?ku3rNd}m>7o0T&E)pao`oAM4N~$0oq~P44Ig%9ZjlN1MT(Vl#kkXBgZYmgt={Py!Z#nh za)heiIuXywb}w;yYTSdj?Di_X7{ryvMpWl_f`eQ8`ulB#hxWS_l+=%mFd7817o-l& zvy&f;KdI*}p!L$Drv1xgt`i>})4ap%S(WnqbLv3>!UakKgWtsT2Vt65DIFP<%`ABU>~l3tfNo6#pho+WvmFSk2E zbEa++l4sW19fq0$4Ww0&)yXrn;N&DM=8fbHOXiOh&tZy1p-Ie80AwSOaYDb_)YjB= z1Hio}Pbl{F^}Q>M#e$dT?eJosS^vip%XYn7^7J3DsqgVvrtmVbm4pBVswO1(4^}+F z2(RKI5Y0=vVFDpW9}sfH`VMFJi3l2b5)^EQ)#PER=tbA0^4s@m5z-Y6PyTncPM7+U zhZd|i+i>j=`3=lVA-1+N<_k}jwO*^{pwXCKChRGFXj=f<5`D3R2@qoul1YY)TI zy=uvPMJ?8abHn{->f7w4^E5X0z&#NWxQG=Exm7U^duL|WY6G;Ht>kH2aMh_PD?h@l zcYjA`zYZ0?)#=r4h2#5E?~T$`yA$5yW2yJ%@c!66o7btY;j6`0=NmhNz~iZb2WUm&=dX3-D7ygQ@jsz_Yo?r z+wm}m5k3ob6M2vT!H4iTlLgBI;uR0;xNgWWcXoVovcxn14H_lWD0ettWkbaMU)6BgXi>=YcyjnET;oRJ4bzt-ozc>iXtLoZ@(~0nKe+YX*9e(|m+s$5xThJnH=LV_7^>w<2>x#IR<-ShlfsOM z_I&N{LZG}RRNk&*rhfKpDE@0T@Hc4UPkN4Q%gGG`Gn#qoN{7w9^t$3V4byNfZ&@kR ze;4{do6=?fTLP8xd>er1Kiz|M!GFn(P_ljgN^oN!CmYp9^72EgcfVVUqOvxl)};FJ z4bg1_+k7r~g~dz6*>}9!MF#O(Ic?+(ZG_P7zm*_B*T8R)j(4a*pKN{S|3QXPmc9HR z2=E!~F>^NAmwVV2Hl58NbMhu{cf~(w(JGFge1CWW{z8#H-KXlYPkoYauKbJoD$J63^9h@Zo&=&91(*o*g>i<}^GnLJMwQB#@eGLB$ zn5hpLJsSk3E5}R%YZaUXJGTv%ivAb+$e))FStFF)SRsF1B>zq>T)k{-U7vo009*1c z_I~kP9pl%=z0@|2aYucB(GI=mXU554J@*1RF5CK@Z#*$9x4)zLPV;`vQ3I!?SXaz{NMae6HG}=884ewPP(d&ahf+}Y#SfD+$lA(ODrhA9jNk4 z&>6km9~c181)N;y$5B`_Z}o>2kCcw6f8>c8J*Mfb;e0!b?dzb#j-)DsxHmfj7%ofg zD72jU>^yvSPe>+fREAB(kr*6LPFopfwhi26#&l}%>6<=It;y{t>*~+ zD4P_NPJFzB-Ucxuio!NZr@CPItb-aF>^CE*eWKXlL%Qg(SSnue_N|(;b2ZocnJi$$ zBZFVb-`^vRwkOg{ODv{nJ$(Jg@fnp)yzq>V=Ru3{(f^0HH-YB5@7lg;)Fe%kAtkA# zq7W)m3Z0Z@nx#ajgi0k;G!PmTQc;;2Ni-=+NJxXEL6Z_1P$@;cpKs@Nzt8v`9D z*1O*IUhBHoeO=dS`u~34@7~8gj$`jFyjnO8L{k#oonx=A(v&L^gZ{|{i1yz6SagXc0^HZH_}Ap~Zhjt#5L zT|!nq^0z(}RPwZC!QWq%b%e~@0nfNtBQXbYMl{BQ-OY3x zh7gHSQD{Eq|D4fs$aTW?zW8@EZxbiB+taqcF6mr*;#9Q5Mb&co{G$qgf347DyIL?ahTo`~FX!>Ffj$mc^1;q;Z|{1rynm><=yMQo zv291`MEYNcxUNSJ5UvKqEtv5Kf?vaFKLK;s2w%;8f3L;7`5AK_Ek1V6{QQ<#pJzOK z`gQZapRpV|@(wMIB@8g_^`*b9(bA91+Ht#>bwT6r#KbSO_o33Gjyhonr4{7)A;ZNv zDV=|X{+>46gA1Zs9nl(L^)>qEw|L1U@jnxiotuLIDTN8jkH!AI4 zviAN}L8Mw+?-}2}xKjZ=zQ;o^ojl$!X^P8}WYw!1s&cMwD9c%VwcO9QHD%)eQm{#6 zEkar`Ja+!(=*-sd=UV(J&T{tBh1h=EkVS@l1&X_La`lUbZVR>Rj?0#RsOILKnicmS ziN5Gv!^Zaw8x=H$|C>A}?z%7Elb~4o2)cRls9xjg0y#OY*6}}@wJzQrA-5q26{-}`9xy!5a0%xHKq|93^9QO%#U+Dlbi{vzHm!z0~4 z1}dz&&&c*@bU>^X|F2P=yzZ)qkClIUKZ)BR|G}JsaAg{)GrGY(l$(nT-xiGw2bVj) zxa~gTH>>0lAHv4S(_PKU)$`WH}1j)#G1h-lyA& zw)NZoV|@94u<2F8{{ElRw*P+twf~z`l3x$0{Bq-$5pKg?9Dh0Y=bU3Mzx9;%5{~{8Ho_{hNaR1-zM*oL)q5oat`3?tj zBlmkzJH$U4vw1Jr#oj)a66#;6`es9VW=eUr)C$%A_GSOupWxT{m%nb z*+Koxr*85c;q_8)MNzi5i@`m+Z);vgg?N;XkG>RN5v|kx!`W*7QAOpq!1(7W4m(tn z;^TAQs3r$357wHx!`Ri1UeYg@E2RGe&)yb_L9&E!yn;o0)*1GAnU z|JSo5q|k17CL?3~-|VQDEcusr=Cdu>WBKCW0``BlnGTpN=g@nX8UKzBS)04dOy%v$ zmEu{f8P!>1z+~Hlad@Eyt7!TS7B3K^u!-1dX=$fUpY|~53Dk;hIplK8chs#> z&;F$YFP9~SoDv&gM3<46n0WO~pn^7&QvQ5i?K{)W?W{(@?rUR%8a{lURmuRa`%Jh! zB}`POPM>>-t8vt>v1RZ!=YB6fM?Qd3rf57`7nHuiOFeVRnX_jFM5S!M)zq`^>qEEv zzBNj>xm?!QeD>_QbIp}c`wn7&-d`ud*LV5CV2D{yw7&66=HX)r9X#yIOO4WFV=V>Q z#BcSYAJ?+mtIf6t2U~8e*fZ9Xl{#X%$JIrD9O_kj?i#8n{Y~vx*B;V4`1uJ}uNu6Z zbxFk`7{gMq)`Ql!3;*aRojzUBaH0o~#>>l#vKcA5$B?GM5Bg@xo;r2v;>ySBV)moxyx4ud&FPi}stiA+Py9>g;xV%sF~ndF#%uRJG-$-(Q|akHPA*?Jle2=M z$L?UCKcilbnsCl&2!xD#)9?D_gM53@vPYjc|JZVdx3~AjEd5?SEr-mMeVbE6^BI4N zS?21}V>^VJ59qLg5BclCMFgbI6ATl5gBevf-WJi#{GE<>J4P5hQEsX0hzH}Jm5osX z?D12C6Jej>h_-BeskC@G#(IFveSuL}fnd3EoqKc6lZzMuz)2%UwicB(y=@Ay9roVc z(Q>VUgiI|J+A_O?_&-h*sO;U@f`>^o`u%-xnayi4Q<;c)k)r9(x4A+YawJx@n#DC@ z>}3f@wCV?X^dn(O0Cc+0+jkX3*P%vXmBWWKFG0CFEOjEsi2ERH#q3jh%yuTrV|yl_ zHd1D5$Q*C)D_^evT=b{qXXXH4Hg|iOVF$-AaQ2P*J*$U~8a1u;n^Ef{`5li= z)hsr;Q4`IGA9L(RCE~gkTo6BnUwOLE{`4DHuU_pi=;X(O!raZEX(0*o0zB(pn^1o^ zKRjtE%m%`;Jm!aU7bqq!=uw{^cDP2SZpmB>xEJ%5g;OV6xy6PtA?H-_^{vE3E-Y+f zot0>q=EwZL*?milXkOj)s_7`6?+l&t=p|Q5=X>b{2|&SFewL<=1oP%c)IHB_;jk9DCzSY%Eyx2v@cfKI2U&!H)l7t0vE`#|Bd%tEiCM4HWP8*Z1dX-sHs z{w9=k=3)Ry|DLk${Tg0H_v+OvJUUt8eNSvj1@yd$UoDGNq@?d*$== zvz*iM!dn8Y6V1!`I`D=#WIxdRu7rXe=)U z74;X_zCAeG=vU(hb4ANz{hRt07ch81%uW!NZo*o~Ig;b|GKbLW)|T4V1BVVJFkGjG zfFZ_aYRb7ju5jKBw*1U4xAJT2MFn~M`~<8;>KYm)*y+WnFI@lT=v1RJn=go70n3LD zp%X9+A6NcUWe(ZylKhI`S{;9Q)kBT~-E40n)RS*)xOb!Rj|U&|cmA|3$8qx2@C7q? z$>b2+l*25$z0Bm;RIT=HIxM=|g_$ywR4KaQ%tH#!@@3MBdNHCqVp1LL!)LKHYi>0B zn7PiVRcAr#Z(lMPmrE$?JR=u@ifQifu5v!rbo`ZvkMnMLbY|8Cp+i>WbZ~dkh zAAI$v``!?&JULBFReZQ2poYaCVlR8Jue`WgfRZVvr z_(xi~5u}lFQLhV+>7H|Q=g)Tu)^coV{*`+{Bb9-W4#8S))?5zgIqrOlhwLshD=)7! z%W2cbhK~Pg;d$j%?O2B3J@_`a)z=}|8z)ww{)cD>9HamsN9?wa4CHy>(e%r!oWO)S zw#+p4{vpTlbX+DSCTfZSA7cJrenG()RQ+~s{HqMkXMEjlIc3V|OD{K`wj+cnR+k42qTAyUfoK1rLn~O>;LIwMrSzV>JhLE$9~Mb#OjO7I8?xH9k(@byzJibS z_(*7onRDl^0HZ9WdC^r2dt1eLkX|=BQ2sh%{lD`5;QT`72NWVD7BX+an!>$^-gIZ) z^O6s-X%TDmT*ar|GA;4csnHbVmE23+%*LEig>>UM(s467l_dz@@`oHVd%}jDy_Qp_ z>KZlP>|O{_Uc_xEqLF&6Y7IMIw20NscQczF)iV+@3MK3?Ev?zjRpv&c2|;QM z4)px|>@jY8^C$Ch4~my08gG-}X zuQp*qIoP|@iV4A=%C9|<`&RwxDOM~is>mXoudZV5D$hW?ecVG1@=UkSZK|OzcFYVp zaY>ZASLvhx?r@orGa!gbk>0o#8*ZWbvPrr8D+yPVW0}sW{0fm6z zl^O*rFP1!KXskB?=J?_<=QCTbrf3ut9v)jP)G0@-?T(<|c#h8BN6RtXxoQ)a{jkS9 z{SVt0_wTA~_#&E_42~c%-Tv=a&?e@>ZETKPUh|IG{#1_5bf(pL zIhzig#QPq@pEAfpxk#{Eg( z4MUm?XJ&>*MaieaiG2fQ9e#yZyONJHI(PFApDN$hpT2vR+o_@Fb(Pc1>Mbi9_4f^v zCq%&HMiVf>5j$HHPR}KPWIq@?O;53<_0z)jwzHo6n6O^nE5bikYNGO9wXNDFGLku4 zP1>gf$$!d~-&9hzbl3Hq{tmU1gXQ}ulsVMyJZ_THVYfx?$Deu4_wpC)Ub?8TU{h#= z&z3EPFRuK2;q%+j<^009)M{S&YdvW^(~>b?<}<|Z)DJ^YdsxAHxv{Gjq&>0O)YRA* z!{pD5^q6W3D+@$2r`_5iT^9XiyPMv}ez_qXL=JbOh(A0GSl zxg|1jWk}Jzdx1$w!#_YR}zbqs;a7zCzkH6=#XYPyTUTZ%Y4R+p7gcX ze|`Utgm16|3~Glw_qv}ycN{*faO2O9`5JZ?+OhG8Psy;W4ie*ie)pad*OOS*{BiMR z*|bKp5`*NG)4Ozg_wL;QEv+6%(rqPJH`x()dE&Z##}gEE+&$k_R$k~fd=f%`mb;>A z&rY+{`=Ig%VOo3*-2N1WLzQ)c{Wosh$gg28^v<9lhhA>8i{ra|VF)*a*X4%F0?Arv?sV>q6q zFkZ4`0Hbeh6*4!}t0*ce4hWypLqQ>kXNw4K&j-8zk+;BH9|_|H3l#N2Cc3(6V87T+i+rW_@AZDqgl3(b zmUebs#ayMtKj`s2WMw-jDJexnM&7)CUxtwvEW)f zt`dp;{)vr^<;5_K#%#j|J)%<3<;$0St6#q+1qJJTP4d`m{p>ElH6|{u{XhTwV{2>c zSE1)w`|=1#d(4Ot-S}Ip%2Ea~0LbR-{-8yf&X3e~<}78mpmf%&0?(H9PrFJG$D~qh zgXv|dj)^>4KdDPRN$L`9sp01Dmxw-yr z`vnUZ#?DBR>DiM3`fV|_^khgwHZfwLY>>C~V=%sdg&ueH4GE{Phdz%QfOVSHnR(5h z6TOx^J}%oD%JimNPoMUq?zB-4A3Ad6WK8Nd?0#GKb>3{bd0xEOn^frc2{ODQ6Se(f zsDIhD^`j0C=x?}r=g|q9Oo45j^oicy`p^9y<~+uKlERcqjrr+a@z6}dV>3WTs_f(f z_Z|li9BAj@;NV$P(kUxp+J<9WeRmfT^&}-2@OuBj1AhzETa3}k`NA%;Ab#hqJ9nfA z8Eqt@Cv1}C_GHL(*w|BS{t>r{T=>VO>ugCTdv@d0%elm=KhM}u-$snP{qAjIB1vp$ zzi{C~Rsu+4;qaT0)Gp6m++_)`!?xGfjo@gSnYF9^2|BbH+8fEF4?}WTcNNHBF%HB| zGnKNkvaFn(_5>D8={HwwXlm8C-y)`<+s>aqW=CLU;N|3G85XtNrV>uUzw`p{(nB9k zWETz(FW7+~9HH-_hHGSrv-2*#GWnyYr{{n}1$3YlZ)%|W<7Sh_CJ9iq#=QbWTKJr3&-0Th|4!N8S_Ye1!Bx+SW0zq z`US}ANC%6Y?lBh!%e*Xb;D!6LF<)~H#*I@ToaRuE+BL<#TCrlqAT_lPqa(Z0i=9WA zWW!Pk2=9{NVk$F2al2CeMA1hsWvf&3q%5zH}s1(fYz@{a(;+%q45@ zvFdx(gKg`V%vOS=N?~>N=K7qza=NZ^;JJ>21`Ptkr#)$+AE2oIEsiiVrzKpQYTS%_zKq?}t19`pzd49u{s2V}g~ z3(<-=Wt!8Ck=P3d^xUPcZ%e_=k?MHo{nz4Cd0(fcMph>2FC4J)VJ;Jb_J)N?gjAFz z)l$yHoIV{yEAT)Sl{V_(ok0k$S|?{DMWlW_-(f=BV~s&0e0favOO{AXm@t71vjhyA zF^SpmDtaN=j7AV}2>{AUg}xl~u>57g;q{2(rvLoY<&|&igf7!h9H@uOxXC4@s%amy zt_{}CB_bk>UELqPts_6y%-q~pbJ;sz$%}3e_Ak2nE7r|m`0y^=v>gO*`Z$(2IZ2Vi zO7BTDOvWcD#bl(6NwpAD#8XYY0_l++?(Y64P7L~(8Rau^{`_kX_3D3op8q1lyBAwv zZ$Tdo?A^Kk(KMs_yDjS-XxrNv8ru5q)#Hm9I1I!?cXe}%J#nIKfT=%)^;`Pl?%ch5 zi^FE`=orXoUZy})@Yj4=vIJ1aB`dqIyo{LV@5PX7yTtFR+Zx5ZE)KsGV~Xc<41I9k)4*m(7e5{8vN@;Rjwrqf&p4`iqFFzTJ?LKFs&o9o*~4}|($mG1jQ$MFl9Ui92Ggf_I^gE7+Q(>veZcl^ zhHoWrD!;y|uVUUC*y{7&6?d6!rJ9r{hgkW#f`47_#k(=(FP*V38FgQa0{|VzVUp{< zeQR5{!zU;x=mCpjE#hVj4WA-FURjwO^zqUs+@4#drLxS29KY@}X)QJ(VF%Ppstvm+ z*4$Y(I#)H$?FZRObL`kW@}s)az8Cxzv;#VvNrx5wde=5+-sY+Q79WYz%#{=s)pxlt zvyHJ8vbL#?-TaKyl9`q_KtrP|5Ds`FkT>k^Q&s82X`Xm0cXLsXSoeoq(AXTTLcTJM zm0`SJTboqt7o_ijJ$K3U?VHyW9k}g55gjD`*b%k&$dNyXTvj#ra+|Ygku(G4IN#Ss z#jK02{`k=WPDR2GZYY~i#o{1wd})vkf#6~=bQ|8r>A6XYP74`QuT8spl4FN;AwA&;sBmL;Dfh(FL+k0`|qqLoGIq0OjJPE0u&LQXmgJ1Xc z>)Vt#m@-0PG8BTu>my&sIzMd3pus}P7fCaRFnhZrDZhQ4`4Kju_UIhYhM}EHYp3@> zxg^;IdwpF$F1hN~?4iAnQ!$0h$?8}e))5XB4Lqe7VtSkr_YH`)dmAHGL{hpfS-v~~N$tWWnq|9Dy6A0b)~o&bcp&M8o3_Dm{l?bE#9b+XccS#4R(xpTs?AKNGuOs7rj-go4JEVQ-P)zzI?lyLdVm6UBd zWG-F^bHtbOj$N(mY9-P-jTq~e9rd}wVc;PwrFuTUwP9uhnL`Yd5xwW<_w|ep^iNOM z6-7UP*IV9;hOX=!nCIQ?Cr=kK{=t44&MSPHy8{3Tkr8%ayP{ zzgFt~;oUnyrwrJ>M2x?aejfj9p|4|kJ;N4n-Mzc}!>70%QWP|~=wWME50<{@#iiBC z5;~jyF*o0Fwj(|JWsNK)>V){8YtUb7X}hl7y4j73FW%T#H!wOnS_b$PQ=?Twz9H(Y z_*g%$<8Ol~*U5eT`XR8H<2Tg#$(Zi6 z)llP)8^nDZL{wFQ92%$|zMCTEAYgR=c<-;<7hGQBFEIdeVHrW=lN|wk@Yq!^2Fyr0 z5RF+rZoybBt$`GDsyaI1hkhT~8ecCf)$UU(esDJDO$OnV=|DB9AX*I~e4Zrey@L>X zM?`qXWm6qBDinUqukrWqmM71G;~S-=rPVl+LjWR!&z(D`F=CCQqZ-_*+V9`Lx67Ck z{w+C^`Y5 zzMaWW`RLkrxYibwo_5JgB&(la8dWRb?0eNIq(c4i!knvkpH$oU`yJYPO~vW?g_M+m z6k)0$mD{DI2VZ3R9ux0`vC&&8D5Dm((jOm|m^kz+|6hi2Nc#>S{zorF%yix^b8Gm1 zNRg+>_HDgE_wJsas?4)o20|1M{Pv?q`z4mV=XE*`OaAulTRxoDF4Ncne3Ezk$7M)Y zX8-&X#Nz3T4?S9>ZN{;mV_yb>+Op-#dnC=ed%DZBN~!6WE)iu)pKzxp(oH>XEd!4#MtcALK5XE28KA@Q8A%o}kKQfK`YCB?%YU*5Wgw>(U>ZiTyqAi5AC*%W zeuf@Y=_-3I?l6owpZ{4(;w$m}Yt7@~{D_syHf^-F&g(w!CkyGs=Qr>W!Dl-vBKx&|>fkBj1fawKD&b911ds|yO?WmFO)RQxYDRfEvLv>(DW5^w*i;KT$ zZ~ig{{{_;8u_MF#TOjyk@7uRakDonjjcBmz=+XW#>Pw4@3kn7SJ5Gb_HZFu8J+TWvql%1_#jIJqr>lp5@(7>hE(?uA*5AK>C)swpwipN_`hxPoQkGP1QUkXWw)Zjw z>uY1Z!$bI?l?4`g!*JVhJM-Zn?jX(Y^7of~qZfjj69%-4N}Q!Wdc{4(eaDVXL+%k@ z&`Dyci%Zj?kh!g@haaRbqUc}h{+|{3EB+YVd37-w3srbv-olXJxP8$ z%W(E$R@n!g)GNi-im00pP`Cp|$_GGL&^S17dl*{SUS9tNTn5K&hMv+0qC$W0`0-#= zxs#VKM_8!#d>Osa#>SX>!8I*~|a@_y3sp5eB*y=TYTQK|a*3_}!=TrrE9M{_Z6*@o`&B6g(8osi!PC%;F6b z4BnAy-%(kps;lp&3wh53G2T^m{P<{?v0#G1fn|=4`?|x?9_guShi}>fxguCF(j(D8GL{ zEbeBwg=+GJ3#LHT)7^G7txoATLCe6mWjx$%4>`Fz1+uzqOM*;WXTW0Doy?vRwIbV^ z*_WdW;U+42m7znWcwfraI#3py@D)@Lb~wwE$ZsxZjNaAM>?YwPKf1vhU$EV1*-jIN zA#V<#Hq=6Ck}&4m?46zSx{>By?v9@X zwK&}Zz@UQd+_lR;Az=u7c^&n8Y1P7(k^Bh`j8?h-_;C&l*BWdDvZFiADqpSc`1UD8 z3*vPMBO3%0{`lyNm0O=Rq8B=R>Sla)riyHkcqF_dc33?2kQqgFO;>5tN z{>B5A{9bjynUT-=pN>RE+70V1>}QvkCz1PV?u_*LE$FfgzFuy^%}cSOSo6w)AvSr6z~y z&7x#XK|j-ZI&kfS?O0EsLQWEuN|v&ND@C0^q@dA3W5)Di*M}eZ zl8=yc?!?b%P5U;5MMY0HPk9>7YDbHI{+Yx`g8 zcxi9rZI!XHL0xvlyzO8R0@vkh*HUYp=S(nYowZ=lES*ZyQ7^K8-?x)+54qV^*FZB4WerK@i&7fh6H;WCD<_K2b^hL;G`OAg_$U^*(VOgNtFi}x{No0Vul`WP-e^8K3MOJc}NcT zEpJZLL>ERgd`fVV7$7FioA<0^>Lpf^RJVFcYBE0+p12>%t`Lnq5`DUY!2>T{8k=f~ zgCk}}QW#I~b*Nz-=mh`~i*_YZa{P*7o|bw0g%XU)&Cbu?6)>;z!-p|$Te0Z8X3*3v z=E&C595L(RM`r3uaksjlXt4Z5ihdWfrAyzg=w`xvj2x2BT}5}DNh}PpcX63NY}292 zt@T813k!?a0sZc;Pf1QTWG_Qe>Nc4h?U>W2tQeeuf>zjXFnBml2 zLa3iiPtPcMyEH`(`8qi@bt2$Vd>sKGrA6#Jpq6JVM!ziOr8oVq)?VRS@3~KX8Z%3M zc&Dby%F0^^GUzm}FYt-xQ7`b@y9)~M@#8-D18uK*4(r;r>ju-h-mtdey6Us?RwHAG zV}^$5hed79-K+C@T-*Z%Ckr2_@xYWzLPUsY8@=e~?*^9*n>LM^aD(1u5(9?qmoD8(Ko~f9aC=C22B{@^*79qG0RGC*`)fPJJP@)ZgkB@`&zsMm zyFo%!mUSoz38%i^I^ z|GnmM7s%#}l$etz+X>qRMEkVf%^U$i&j4kqMMZoE8t-GtTKVQ76?gn!Sm|=VO z-t_##wulW=Wj7AUaaW`?LwOX+DDqbysFK9ePIbdNy0muE#g^}9reXsA4vUJq+jAt6 zp$Ha_9pg^c>OvQzTs3XOK@}9L#M z<*FciC`Y?IIb+uru}*pyvHSrWlnySNOnT1G??i=Z9}-Xa$JiyyHYqEM1v9_hBb;&n z+QqDziECr~EOjP5cy3&)xPuC$?ye`b86Nx2C?FfYSM}hD*(6L=fRx{hgMNn#n=oj+Z^Y8|0=8^q|WF(bedZ? zZ^q8p6nk&;#xTg!ZZl`jB+%V@_^_v7X%K4QH@6W4zeYd6%a+aV_#I3aea-I;zxBXn zdQfKDG-<@@`LV-pxUF8@ojpbpo9(ArmmlbEy%~emrQ!mE#x4}y}OF13!JUvS|DyrjGGaQb4#M7Y^aUy!<{__m5srm z*va2m+^V<4cRex-0(T(Jj$4rXAT5MX@-=#bZN>&Iz<|rLR5;0%Za-fwOQldrEt(ID z0fOr8>+6g2W@4<(62>DJ+A+N_1fEe)lT2d`e|Z)WBQI3h+|yHA93hhIX13G>mrEq} zy}(bG3CaNg=inr+r;L*ymHweHvMs4B{;_b;4(;7JUed(vJ6cb>4jsf@_M5lKN@ec= zYK!%m93<{R{O7ibUMa{Gj8zEXeru`C=XX6yi>+RF*uDZw6vxXAt_v(VY!&Jw!!F!@|^?JB&ZR1!xiO9OiW&yZYsJ zE47I%K9opoYFFNl8nXl85b563(y|k#v944aU`TdZ^cM7>M`hP{YxN@_N8Rj3$$1 zA)oOX-@12CngEw!IIY1uaq@teFVhtB2I}g{f;R_jHy+x1X_lX)vR9UkxS!O^m*ICn zf!QAF#gSt==H})KMFSEAqmLHrffh}G;8Rk}t2Zk(>hNq828kj$&+n^!e0)lMb#fwE zK`#N>WIIZH_TspH_QQglNF*5_cI7Pn{-s<2Klmi@2AHs;Yx&iNZ97yDJua_(KPBz3 z(Qj!;Gl7;^ApGX_Yd?;1dgNw^B{W=-t|V6eSWEpXr(iMD=o3s!hShq$fhX&K{`@E$ zEIVP`=`D=7KK5~A8woi2#>U2E*Igy6sNW~Sk!n)MVH{N|zk0!}{KS8G0lb9Xj&@RJ z5?twDEDZV8h0`B=jtbThf7!av^U~hFZ}mLd92oMtFt6y18#iXh-OS;? zCR?w8V&>QJIBy}w0xPxxa-g63Rb0P(Sq{~M&~Fl_v8NA$^2{@fuFJ#sI9Tc<^Fof4 z=^zhn;Dd?)Ou=W**J|qMOtP_&ambh!rQL~wC^&9fUOuyE*bBV<(ju${Z3k{YyWaU) zeo>LAA0xu9RIaBU-DVn_1@|q|qKs+8y^m;ESOg^YTC{^uM;q(fZ}j%{5&E1w00Y|S zW4)C2ZXJ0zqC$i9=xBU)$VZ+%Y|xlZkJjeq<#Ejw_0}-8ltC@=;j<~5*zvI7#^!#y zy1K~u@Ap)2XarC=IBIbSX_a3>0t{++4_k0-yMVQZ!}}X;2}Z$9p5)@y%Y)dp@q3jd zMV7>|k!>0&P{iFt#(@pr!C$d#bidUe^OdSnvAuUqu`N^^ym6@(xRW2O7STcr2BM;0 zr_qo0m@>MMZEFG-#^5mnxeIj!bAHy*{dju>#}uGwld<_%Pj(6TQ*?4W(5l5LmZ;f- zO5P;W_RH!8vvp5QJslN2uVw7hLds8))c83P*W*=&2aHsqlb8~<8!8-Dw(Np}AUCH_ zWh3cLn>JDVEyWelh-Vmg0@ZM?>|pN3BuobYV{g+(Iyqe2fw++mrOvWekexxB;1>RxC!F%r%#UV@#@CrXbp>vtMP0g z=0B-wcOFX+2y_R+1)zQ4{(OGFa0D4&e=1xrxY$T`flx}C{$54hKG2VmRbV=6W{)|1 zLH+md%j^eJ3{zg89sT_@cY{0-JpDjqWGAi+rvgo$#4G_+!gHVzyz@sFmYzZLf7La6 z?0+=Ews8I6aeQ<@yfDwxcH&q$>JFC5gpMoRZ#f8r#fN{9$nR)ZE}~z(NJUW}iQH zC_H>1ycd9E`LRtKH{Qz2OPHZVRnc?p6-6po6BG@XQBj{%jF0>Y;hGz6j_}cC5-ji* zp;C$;n@yGt12=ODL{`?DkcNUP`*!lN)5DfYPp;OopRvI{2I)R`f2$)DXuV6ark7UA z&F%A);P*&mM9thn>WE3$|NiNJA0<^-?(W??H$&|{isd5H-QC|5pBqQ%pV?V}&&_je ze590Z1V1@;&}l<)F}55y?=nkkFWnPe_Q9LBdLO>-(t58>@W1g903w4HiY|BXef`X-Q}FBXo+BH!+}VPQM{e9Y4T5egIEoUJeC0P{$q*nRdepkz-4d0oAcHw8jv;O3U#8PJ zYt+ymt3+LWz5S5i$Rq(aLvIsV!VVnR&a~S%?Bc}6S@kN@sCeL49NEI%N6{++7e-^~ z)Pfrc3j0B1-^w;bY22N*P;nZo1kr5G`D@d(pT10IM zP-4Ef{}J6C+qY*uejJ`M;Pl2&q!|J%n6f=uz5Sa3JhVVFl{eK9v&=Sc9*=G$r*IBf zOV@!P_Zs&=TfEGAdU_Hz$A16(_@q0A3udO|@DhaK431;&75y`fPvM6K?6okKf}4en z*ghq0=^ME{@;XQ|ZNI#{Uf`kUuDF9w(bnct5fSD%oP$-u>G;TB5?+DBCQh7KnY{7W z*TLf_Ot44j=V`_yCQ88$h@wPcg?0+&1f{ zOFas*sW#7^g7~7z)L)na7?q9{xqGs)015d3aYLAO5s=3xI6<9rK01iZkVL!4Yv<(6 zcje}DTwtU4c_|xhFRfBS;NrIJY;4>h+#AAybx)_L+q&t~d(h6cmCqsYEkR{zu>9-p zE9S8>LQdfeN;1uAZCAazQS=cQTHZF#T^L%?5bPTFRQ@sCPNM*Z&h#rMe}2ZwykNnC zvYTet)_ulSn{V68^Nh8nrT>*H`ofwiQDZX**RQTL7(y0$M;OQTLL8oX`b9~OUXmpN zy~l{>ERlTN;VNbi9yH~V$)wLok&*}BQeX=zk16bTf8X>yQA9x!78Yi6Vr|=+D{p5m zACTDgO1#H*N4eF4Ae*Jmz6+(??etxac(kicR%P05hkR;CxodJZ<6KDo{en(i{j~y* zzLm6psWUP-m~%Qc(Ui;)Lx(QW$Vg7sr1&}dsGiGC`Q&i*%*F8tilRF5xWfj6-k597 z-d>kbeA>x~`g@IHM^h=Ofi@^@K2yg$np1LA5$7s?;)t2wXcAB^+1Dg@<9E$)ELK{9 zwNQ+0IEaG3!S|O=GK0`O2 z!11vDM5+JmpyJ(J0#Vx_us)u;)N=r0{{)_Cm$}9hESj2{vTCRa&yMO^InNiioHpBpTisvXx+G&fAq~YF*N<(o*J^B`_aXi#n!lz1~P8h1Q z&IrT7$ZB=6so!sa(8RqF{}VUQfldp}(W6a4z0Ym0V~vML3s-#P_w2!3UQN0r1c?F) zt;0a4gU3P?;9|Eyr(@l?bL|OSKe(uu3eAN22)SDkUPn*f3FQw-UfgBHNVss)j@G6h zt~|nRedTBL7&&qzT?Xc9Z!DuO`!wl_lPKFpkLg;nch>^t@$=zZ>zt+R6$Oi?IOo87 z1O6Fwh_C{MyMEOYZa@GdCt~?AMpcUUPB#eubrOJd$&w|0;DoQb+9j6XsPxtCwnV)b zk`XBmf<1(##1Bx=@GR95EN+LMq9Q{3sGKYFHAv(y84JjjH?YW1>K z82M$S*5K=w&+Is&<6}>H?Yh@Kof&WCA0FNZDNNe-dR&NUAv@p z@p97-A3jtND21rVix9L9+}qKaTfhmp;%{MQ6Tq9cM|=Dx01=HBvNk)a^Oub-ZFTn5 z-}FO+>J2>5)>ugg!r@#|3{G;%w*n?S416@4A2O~%3uwyoi(&KerzTVwxRdTsWfHGUnm83x z=J`XKp{O>U)aiMB9TEk{@@=)t9%ZBcRCF5qAdUwSAoRBm@4tC&$9Y2#M+B0(u&h(< zH&LtZ{I^zx?X+LD>RvD9mOnpViQcyK*9mPu;oHEpnloQyWc9b*=vTF0xw11|99ZwD zEhqBlsi_6J`DxpkQp)~H)EkvHY0;vWzI%$=v}u!!0EUu(A$X|rg?&CNbr z1ah*WCKrGYGS_U)8cm!j#oFd8ul6|EZxsa9(-qp+o>KzaRR87%li+ey?9yHP>4h{c zQA_GBI@q8hDpD$#%(b1rga@2;_ikr6+%sQQ(@)i9?(TAef?xF7t-aE`|Kq{q6d0uW zPunl5KcACueolQYOj8Wt4Vo?+<4X!B7hy3y?2P4g28(9Bc%g`~{4xFCS_9LN3a4^vS!oG>R`srDkr~{FB zoyf*e*kSZ;@M~#V6O6?2o)efIvgejcm(HEpo+T+ND7;UXxBM{>SOp$)jMAYfjmGK@ zk%5!j*4WJPH_kFUu9Lk2%q?2eau2*nbLk7RIsGVV>%k(JU_SB({babA-4K-7@atgE zi1FTQ!=E|#d2T%^VFhw{ptKT4sH>^e)pehDi_-hfot?YB`6hmTFdFx^_;1TUwJG_r ze$5(VCnu-4R}(hWNi0o?PJh`0KZRUQaUR^sMlZa+QAc3u?%lf!krF*v*z>WBH2Dzc!|l3Z z><$Kuz9r2GVV0)=zo4!akG)v3W5P&>f9M+++{(_b*j78`$xINd@!GYcX}cA` zglFO}vz710V%rU5Z^DBmoxUbw<3;W|RQQeu2(Joj=(~wZ3z=bgE#vFIR_`tmulrS0c;Q`N{(6q@z z8Q*aQZgfh$tf`BW{s67o^H#d{A0Of7cUaqbD|3iS?%0{c<_~o)J=2d6JFDW=7IoZ) zDd4&O4po$eP|C9n<_vSP9O>wFnPECS;cNsT0@9AmOd|p% zX7Dwb5RZ;9TDIbDX~~PO6hi6yLVD#OBzaeePCyzPk}0&O8H6WHeMVjpr6QqhX@xKl z3%^HvZJeE>b$TJGQBcbo^Dge}Yao^Q{FPwRWCcO9o2M6pYnd<%owaE2!NR=P@7`?} z1X!Xsc#{e(!r{n`M_jOhhYGxPy*xZ7io(G0M*N>NT37*_;?72@S$S>v@u^?vY)jER zb-}DZ#GMFdw9)np0%dj)eH70w4jZ+g5hrHy#fxT$SPCoH6xbalu{76k@G@8q{w~Q-=gEnS0KwMe_dDtFv7UH@+ zSXKBp=rKi+TA5M$_&_a^om*66h@@t6cT z$ApgsXO&uJ6VB{`k+XkP3$zvZ7j5l~>ilPml<-jO+SQ51g&sY7ZUqzClIL4?pN3E42MSs&&J$Rrx{g-{@ZISvy4`tJTyJIwm9 z(_mNC))kcgwEQfQ@1%Uee70^=Nq(hKk>hrm`01tiLNuMbS^n>O_1}?SNPcYLGhS!y)yD8u)?gpz|d7J4I zxe%E>WMqW&(uX~l`90H z2APZZbUWEtn8Hvk=w4&a*X!yUzTxKc=L$3}DX?;T_^xIuJbCE0!cL24&AMHw9~HUJ zpfe7c4p7YpHQvq4J%R!?(7-^RSN-!jpcOKE?$T5S|2x1@(2&|eSQ+8XFxZ`W=DzFR z^FH0f)SqeS==4FAZ90GHX|YjjVeXz9*E!QGJ~|{0%a*elQ|;yHDH@L8Ke8}qAZ(K{ zvpEq@8_-{c|B{?SJpLzrI-Tt#A}o;yBg3~EywpiGFamJ0IRFM`JKCNg1`)+z$3MNw zRQ5A?-aq`(eZ{^kuBMr&J*3|F(kGiXr%2$rylfe?u30$ zZWv~LS#*W}i2hmo>YJRIuoKd7gqr{hH*SImwE=1CIexYsT<28^xkp3x1U%GZwUhVT zDdpvcDtC{x%6;^70j?Llkkbclj^hc?3-ie)yfg`$dar4%sUJg5$%P(sDW4uRuX*P5 zk6EWCrJXr)%BGip?d}+r5}eak(ee_aT`p5I8!%anrZJhVh1m{|=uip1=sWAM?c2g>5ib&;g>b=N4&p-G+f|<`6JjFJ>7W zbT_n|t?9jWbvxqqn)U0=alP64Ux)ZLVZ@*MZsR|<&XeM>5yS>104D`+zx%%LsSPzo zk`$66&WolkvMszhF2>(~Kti#nPVGjB6zUe1oo%2FdS9J2#rzG*-KF}6jIUdN{`~m? zC7I2|Kf=EC>U@BNO@JIe_r1;68&h#r(EEBO;3o$I(9n&Niqk!4$Pn?}+t3?C zgWcWnzlwcZCXRUm#p3Lhm+Q3Z-C}F&ZeqZPpf3bEY&Z?w#Q8$46mAAi+0F>3xFpMBXR{OgoHSYHcyM-D#muxd@m7&-0_~S+_eG@*;dtm? zaW0K6Iyum7%mq91y49&q7yHNOHddY+L~u79pcN^eeA&ZA?!N=~yk%$NlAd_oFS{boX1RYHR*{liiW|U}J%F zVfr_K>Rq#!kQ#(Fkp3A?+5l`CkN~A$p5P<8so51%hac}e26r7ZjbS3&gyx;-a*t|7 znBy7#V#-~=?g)6sF3xzSosLI5ojJqy^j`3xR*d-G>4=|ACkD<2()YdQ$^zN6IBq%$ zGWPjt`=2;f>1|nM(b4wsMBFJ`T7IoyaZ+zmaE$XiY*M(d`Af4{a+%C~6n+P$ye6JG zvz=!}OdNC~_6>CjO5cHl2j4QMg)fe|IjOp94jn!>X&CJ==Y5YrLu`Jer+=E28zW4d zU0nt32OcqV~-P}cVt{EQd&HFb^tR_{q5!8LYB~nb%*Ik z^zHC=quSyx^XEs$be^bu0AZsL<6_4;FQ z-+-YyBM&SdIQvdcDe_Cm2^|1B&OPfcPrU-jHn(GF`-bPwOGkg1e=fVjrOoPrA z!5?VVme*bcPO{zGU#g zM(^_S^CyKiPcDpi4GsQh;NE9yb&X4t-m|VphYs#_T=Rwk^b$oR|Gc#-fw09{S zLE`PUIy^A=+!785aSu6M*K?gR?%%E9t~p7q6MnaIQJY<}Yvjw>&s%b`d%8r*Ks{UNi52qCupeNZ^k(Y3cfmBimu>2owi(AnFy|ETZ!!E2}T*f&2R`vkiJVXaAB}PQM2f#1HB^!RywHi%UCSoNl14 ztu4|y*=p0WScE)jac?(oj&8R}=Gpg{mySPDi)dr4`jgv7Qp7zj{G@3XFomPS;ql3{ zXIrqUMbp-EVZtClancD|0J0{ZZIVJwO0!!>O-=1<)jC12P&jS47t9_{LG^JO-BCM& zHSg$OcZNO1(bRSMrf|kUjl-egg zb~YkAsZ-GgQ_29EZWLaKw+eaS?%`xw?Vjz=1^j@pKIG_1VUGjYzwO$$m)I&EG*TuF zFkER9X%Jn5+QvMY9-Qc6Z)@v|z+(=S(`*f8He&+?>%9Rh#qO8o;QRRqF!)Bt3f(H5 z>yFJCnNdt|%9b5F!~sP4IR_~&U`!OVXujyTaNSmfVjKU;4xW&RKDC1z0uc#cLHk<) zJR>(c7X?XGn|MZXgL_%u*ed(x$1+hV2nCEMLp2o@NNY;wNTp&#>6vS_KX)py8`WSm zrx)Fi!#=ZPf2z=fhzCNI9v=Nqys5oY@mjzFqHg%}#NbBdhC-2m)i$CL;e6BZmuJG~ z#&<6{4s1myz$!(V?+;e*X2g(jZWKFRP!80^h8_E4FBJ_NH}%PrHgtEs4*JTeeFXd9 zN`-7G-E{7?p3>cRd-Bif_>D91Gc0T|CcMmcQ9eO1WoDnAUup@?AYKS`>PxxFH=KL; zuSd|b3ihu6>Oen8@O6GEhaNw!*K_TT9ixGgPt5&g>fKkXbZ(1x*CjHNvX9O#^YPtt z6pXLmyxBx6`w80LSC2$5oKm79X8VZ= z5!`?rmsHdpA^=f&-r`x%LxbIey6t*Z!TP4J)*%{4v9{e>;5=ZAKpN`^kbtNBl8)K! z7ngYcuBxKmvn{MD4%*{l-t%80Ip3O&aJ+E5JNNZ$M!H`l(^0k=O0!LKG;rex?h)^_ z;rHtXAv>oLkwpwXMs;Nz4t&2oS;j7jGbkx(PL6F#(CwDQoy6fmn1hN!awss!T~7Ul zlS%}oEG@)}V=OIGz*A>0Tqx%zwwk&zp5Kw;OGQnME;Iq?#GbUP!=p(QyjZ2*xcM!&?*N9uk4YRUHbCckk*0w^CwW$`_ihb zwHtqQ=plQ(g99CbHtZU!#+>N%6GIHwWxT2ZsXpkNq07Rjdhhk`bnD*cvz-FLT}ZW? z=$szkS*ztOZ;C)E7m!;-+MbvID}Jm%hrY`JVzH}zicTl*$um_7*&0$mIJRESsT03# z^Kc?bxT(=`OJp0-W*Q>J#Y;Jip8OBpqkicm8M=ZXC0Y#F!5GX+5&IXM|cx{e9oS8Uk7C}CY z=I(xMNq;}7;$hc#F|j-Pw^oSuhFeK~HK~0YWow8Mp3?l<#K;r6?dLTptG|jWQM8aW zx*QR{tU?!;aP*^gf7i1Hz$~9aO8V?7a7E)PeofS1!?#Y(Zr3aN{CTdStEOC!+f({f z)*v7wf^9T-B-X1`7-Z0t$CSAVGlqms_by|ugTe!u{80=)Q|NWXL9MvLmuq*=HSTY_z6w9=>}yeg@(*KjMC@ZV9y&+`!(2JGH+hCVzR{ zF>BP`^95)n&aC`6dHQ9KM%=E+uUdvA82!83f6tc#8*V#SJ`H*BEm~uf$Lyvtr&^3R z3a3&#gX!|{u(jv!n6}f5d+}d--Kcb($|@8^|EhtM=d$n+2H_)60#S+eh;ab z5N@(?!C=f$ih=TfrSKcvU&QdD(4z>AhcljM(iyOw zo@nXPrL*lXE1M|)itbr+Px1r-w+4(Iw(m)~%hMBxnKpCwr_wn~8CFgkRu`zj9~gMu z?upN~P5#?9Q|o5+gHCm)bCM+48*7<4y`R|Dj6_Y5QMPH*Rj1jJkPsFBIhjcdCW4sH z#-1r9K2iLQ{O9lwjBYT6i~(4Fn+9RYD-a>km8xvLpYxB7Gyawe`*&}6D_U%E7^#v;0m z+LryF5kJUNq0Q$_)Z=IW{(ie_d4W~o5&*6{2n$N;#88C;Nv6{Vro3J%d=)}SiSgwK z6G}AihIZou)a_?iDQ#WMol&22IX3AmB%6HFGm|SH&~@ROQXsKYit&tI@Gzu4eg9Y| zZRw6cvv=qeh~HQ8tj;?eQwi!_)F}6c+?=8}V|yZi-iSixHHD2>N;pdXWxsd@VQ1kR zB^C){2=E_P{CG0U)+P_dfOY$Ad>n2(pD$l6eZOCVFcmq&Z1dG4~c(?Ia}{@-pb^QDC6o!nT|0;E->=L$ zgOl4wIr(lmC2muK%?p2REz&PI)-|2K1luJF&J49Iu_1x<^Z>r%)_C6yvc5U%H4}*& z;yW=$@Oo_3t{m@lWUEEt=-9WAI1x0A(ipPn)j||Llq$5yDJrL11brj8z7Zml@7Kq4 z)cHOZ%?b>4z3P_$YlR*-;I5$X~t2}ESMHwF^6z1-Aww7Gfx_7^Pu@|b4=dnMEXXTJW7RDYKpO>*ppcTKtW!9(|$ zAoHw>jrZTnlNH86fJ*vV9kh~^I>T$ex8&!rB$gSMKL=3*Uib%TU@(d5kkl636T__GC_ z$GosWb7U1FzzELT8nB?4}t5WW>YH-bxC#O29Ex*3@S7L!l6%`%VLB`c*1pAHv#iipH z*jTUyt`t139;wSgU~u>a%~4Tw3^U_|<)10_4qm2D0ZN5Q^rHZSA>W74t9Dac4%7Ml zFE$&dYB$c!%WJNwS@1X2CG$A#$6fo?qdP3y;A*)Ub*^+UWJ26z-2f`~yznYZ4#zAG z#~qz~HM{qokUgt*o6=bA;3B^4-s@djsc=o)8{4u$SyvAh(0=t6*261^G8Swn_l(}L zxVHN*?cBcIm#2xaNYC>RB7(6=OMR-hmT->>z{lzy_KP<8zYs@P*Q^y!^73qU)>0Z( zfM=_(T&@+Dv5a*4vlzh9p6w&GvcMHXib2_rbo0ZXD%_Psvi zU-Pbw+TN!RLKSh5j0r9+T0E%<-1-?DXbiUBVOPM-o2JaK;62qv6BfQxc}){V%u$u8 z4TEpy%f>l*($ez@sg@ZneD!`!nK2`fnV)sAAb$TxMX1Ej)66A(dCM6RpZxVkoeiT} zf+aOUkud^=BW2pZNj00mI69LM|2S-TI!~nT&xsgD)w9++<5vc+`d$U4Z6b!;uFz_D4<(FJSY70A~H#B-i(tbDei2;6xfGaSmf zH6R@|277eV@J9y~^E`Lrn)C;hm8$Iq1}Qsk{Lu5a(Sf|lfOxP6i=JO>&KBEab=-ze ziXN;Xaz}Bnq6$iZMkyU)wdg$9B4E*_x~tSq3Gq%HZaucaRQ>Vjl@KuQ9cxu@0VY^g zpZ4)wtpoBt33EaL%Z4k_9#?ohu=GH)prX+rgd*_~bG1~xbgC6p)hE19{+x$Ih;;llB zB7yKYA_)?;0K4I7o3;68T9bt8OBg1}B$K!ju-<6x-?v|K6O`n|wYjg37n9;^^R8VJ zqdq6Z#YG+J4HwKCl1q=GzYjWJ3^sG2l|2mf3OvV`y7m8=coZ?Chc%&kU`$wu#iI4BFt7}We zZ}KksU?AjR5yU3G$H{m9?$(Yku<~+R3?EkV{8B%5JHpQDQ|G6yAm}`e60!o*;>Oh1 znQM+yV<}9kwdcjVe>qIO$l#b;R1NY6Vv?<;rv$Ok({PZooi>R^qhBzEe z)0^&Iw$RnpvhJhGMGiq{c3P)x^%hzCmk<;Zuhj6}%im{0x2ok-EVE zC%=gtYN%6LShma5F*Lq)f{Wie8e(r{qv!R#5P*-{9&@JhPT&!-GYMp%t)sK-T}Jc4 znR{Mcx_D7yXb}U5?!GzkiJapUvPZr&8K*11*-W>E&79GO-TnRiQmFHlhalQZD-1sH zvW5sNIQn`YzkQHV2%scb{3K_YKtx(7KcvV^)XC3(Lm8hOGIm`5g*y{RF6vKe3CfK~ zI!MmTbi(5O5aYi_ASL;}KoN|Y*(vh?k{@P_JlDnO>MB-pueg^9(*{U!0L3Q>@O%Nt zzlOke55k6b>wZQCm#ER|(ML-Gm55~C!YqW$ zKa%E6clmJ!u;4~kIzk2WumLAC&DsswB-RF?Ps1w@>W$wzzyJRHUQJmDj;c+@nt6GC z*){zXw95MR>+OP`0O?3m#Q~r4e)&|#rsNud=^J)QW`(@|^huSEsQ96&3*7-)AHd6` zLa59Ci0W?A>%W{Z9v}17U=|H`s%PobD>Y@NB#?`gJ`(gVx^P7KrPl~*)07JXXp$RV zM6Y!ANcZb<=Plm5t-wxU(_z6`4s4k%fFWdDs@cp1eUZ`NC=h*`^W&pxv?x>-zUgm8 z=NA7nkrtMt+i*l4iW^hr4Jx}*XmXQ`9?-|+PIp4@>WT>f0Og)b8FRlH&=Bo4JV>vD zt{MiSZjg7mgu&7;Qq(GNMjvk+f4oqq*CPGkF;eURIuX7iG?8pw(ahtMMhK)erfykx zDrP60maNY%rwZz{*_5#a z%4B_GajyIQRigOB(KhTna3H0$;14`gdWcMh49GA6`TBS)wi}pLm!H_#5zB?d@es#S z^!aljBse*qNAdKN zr3p8bzXK#WwM$8(jI@li^Y2UDin*R_%8p1RHi4YRITrKD#iKxQvobfXv?@N;Dx0#m zo48(C*Ca55SJ{oIOt6Re`tGz-WFa9q+YVG9VnQCE#`7i==Heo^>$jucI-hE{OgIVq zHLYVdln*5%A5j_QP;PFn^)QPy+d3F6dd#7m(r1U&o%ekHGj%?5o*eAISS#+G&4T0q zuLT%rZYJzEAy_xzUrMKEI!p_>*Gaqe4D<+%0b9uxlw(BLTW(dCn@pB`#(te+Usks) zeK&=MASrYLAixr7&O4I-M(G3CFP-P{7}ikPz-ufn@=47;&}6H_Hg**tE~ z%Uk*(X{$@w?pS{wDHebykwd)aDOC{i2-+BOUH|dOzr23Hbgt1}kx@~v0T5x}ia1c? z8%1;p4bmt;b{P7RPu2^TlFNjb-f^A9C5vVtiG;{Q`>rgrPQt$H9gO zMMG@9b>H{^nq=%}m4*#(iUW=c0E-)FvliJkzL!9j(a$&dtP?nYExoAq=T<(w+P&1s z5Ivdz#Nq_+FjNC+#z;0UvUY|oj7q9Yh7q0&(IGr1Eq&VgMI!(s(P~E|CQj%V;Zwcr z2ULO#Ly~$-LBmtPCB8p(7w$kbkHvI=)APuYsH?3 zL2?_dZqoPfS}%KAzuIuj_#-m0ubc$VE7js+V}%guqng^|eUsenk3N=_Wh;K;vEYUi zIFssnzyB2KDKy<4hpt!B6YA>eO>&H(`T1N9M1pSV__t}iremf70Rh}MGDCs7@bu}^ zGWO<}`tCoJnM|8mlT;JYJ#Y-|3u-Q89a&XDcIW^0(+Ylf2vah3$wBi035kh9k&zcL z-y@`9#=&2(T7VCYd13Qk%!18CLtCE<2_%R^NGdD`tOvM(x9|lAjO!emkZ`Q+qVdgWH&_|9kLgKm4}D z1}@nfJZJ@11f1Ets`e0K^n%G@!4+Kq8HWG+t;46o1ER#z9K59Y&-z(=_8v{APU5A# zMpTPhLOwJ(ll-C+jyt1|fWwiSS8KLj6y;~;-&aReG{E)odm;ZzCBdYO_4rT6)?-RwS!E$32#hwp8fKA?D=vGaDyEorNG0Tu}O zfiuy?eERgsWa`At;d0py@s!yUYL!M)7AG7(t}NMUIMYOCPGyg)AZXu<&P~VM>0J7+ zQLb%cP5+331t4hwl$CTWuCu!{aR*D>7{a(4ISuef3T}op#ktiT`um$zu$8CD!U>7k z2L}h(*oha#P@EFjA7GiSEKG|#6OPsHf8^15)nz&s#+YtryZ{!S0F|PCs&%JLdp6N) zmyg%j?H-pt16_&@6MOMDM9T4cR(Mz}`8hMC;61FBw@B5QuF?0n32B zvhKUJ9?gg!)~IM1B<(ZYM29%u)`-Zu_)J{k4@I4DG?#G@z(4{8bMm0_*`+$;+?m;i zgPK~0J&Zneswu3egQFv_LG)P#Hw~&5)0y+Y8kmHM&?Kw8XOA9I5CJhuq!d+|G-k&Z zw)C3BVaG~diX%fkN#oAkzNn&0&t35-tpiYdc=(16a4?eM=+bNrGxjK0ZT7<}*``%M)!ME|K@H$I(5;Vh9&wD}y<5;cZ3RbYR)p_%D3 z=9~xhJ40%G5En_|E9x}@8@jjL(zVzC(KTCb8RCtx_PVdg&1nSR2c`%_$iLb(X)v@y zQ~sR^B=u+fu5GOqe0x1tw-A31x9PoYF!k#rnjQ4#5@>`+Q9wq_%re&opNoucp;n?< zO^KXU=Lb`YzZJJtdtNicF&g~5=9z~vC7;rd{cy)Aj> z-!&3+7K0l%+TKSWD<2If-G#PIW8l(GAHV(myH0(`8ya>KSy9{y}T zso~ZK2Y|Z+pi@L^PcJwZ2H5Dz1-33twTzkLwUYxlK)7ijYWFjhi_LCCasFcGpIg-) z9JHunHU9z!iJqF1Ae3^s;Dn*eFcnancQ!O^K@smy7})whp9cuH%fk_tmaik0Iw6b@ z+Hv^DPkPSZ5q)L0XD2iZCF)fS6#|ZxnH#@cu8)2L;+$7jNBxM(`a%1eU`7- zX${alIo?5u&kG1mVM3A9iEtYk%_a>wDIu5Yj#k?hhq??ZC-eN`Y59+g?>g5p863bE z+^0Zh=tEAX9puV`H|=R_-eEdNJL?&W-}yx?eYfy#wM>*}sfulr(+1)Bc3!OAlqmz; zdM|%L2PP6f01%;vID%i7m5psvLX{x>AF?XIQGl9GW-Wh5o!^^A-@qA-ghi@iZnrrA z<|0(!UgeVhWjP{@E({DvMqC&zttQjdday7}k`c!86sHS_b9in$?KF2_AK&|s;QZjA62~WYP(>HY&UIwcq))ESba|lQw`@t0eLh_S# zOgf37$iZt8DEVrFMwk;G`ne|uN4%-Qr2tx6*yxK_uK1?D_PPIFgkHQVm|Zb|Fri^9 zKdb&n`{by6>j6ZXHs!k}do2RMMY0D7`E2gw@stD9%7EJa7-lesUae^9Komiy#D)nR zOs7E)A(aCCu82uETk=1xIo3Hi<3t=@99Q6?CIQl6h#Uf6)J@VPX^R+IwdIDL&hB*= za5_^oXO8buI#Ng1>?~CXZlH#(_wqXX9a$)C1XN|~)?KE2XxeD~dAogIZrE)9{nkdId+S|9L9ikuE_v|{6u)NiSxS|)=U1NdU zQ*ds&dr8*>AfXrCF}c;E#8Uzx($#W%9eaH5>C=PiD%{k!S>Gjkn> zZ$0tKzGY?0A&O9B+R9kRtZlX0qCmEQQx^Ws$oToghiZUlay_mLLfkKNMM0w^tDWp~ zUqBOd=4wSwngzT!nL|VOD;X9_G}XK-vJpd0di+mz=)}DyBn0w*3HpY1=<#Jt;ho}d zXI59t-5=A<`bJKBO-;*w%}5fH7D0wic4|g?pMZYjkB1CMZ-3y#rfG2xOq}4wEJOfJLf&)jM-NZ|Lh{z*RuCNyilL~ThFO-{hx)x6fH?;B_QeNF zmYDs`+WVQ+Gncm@$pB#CGOv|m<-);~E{|VvVN!nzEW~{tfEAv@aD;9PSphfxRrjnJ z&%2?y34k3fqIQ*=6+6%wCd&3v)rkttZ3pz$2)c}@vhB)RV?uE@X0h=(AtHhFQJ?^J z9-Du$5v@MzEY}cwhK3rJd5A8D79rkf-J6T-RBo$;EETtU8!U>)X$OacLx6tI&KmKr zVP2qAn36BRHRU~;tgq1k7ZR4a@)K<`^ufqeA~O~N8LL3~bjC0^-v$gBbB^eRlA7)` z-YOvtwk3e>lfAsvK1B?VfIN1lvo41jpHF?+E~76Mt_3|Clyk(%lk$B)*=@ZeK|00X ziz_0^$Yl*4T$!K)8Xx7kmp&KG{Hu)sp&QfRp7EF$9ZaAQU=Is(4$z~9v0E!@4__G{ zN6?hP&o;drNBx;XDK8Qud{FAWqR;$uV2ME7pcj9Q`$CAp|0M+ij_zQoO`fHFC>dD^ zft(}xNxD#%)Bg1;->0BObG^IP^|R*IQFREo5?+MEF(x6w9E=FHpqXzPJT=5zT`}*1 zA={{o1C2%nE}=@Uu8rs_n*^988B%KU?L_8$$aC}4fE`Mp^b$z5lw~|TI&P}1ZC$!g zL0pDadb*9;eZINcdFmgrpNMjSGD<18fwPPUM%_-pk`wrgWF5sRtj0M;kGD7Y*VQff zpG_zylo|*2AKkl~YI_DrT!bU;55*t;DF?>_A$?*j^6n%!m(^s>}tTIPfKsOzB3jONLWTNO%MhyiG}=$Q?3v-ho~1#_4Hu zG9ls5blT`uTuc{EOY6SBN$%5{;k2VXmR!v}#RC%h|1k=!nTlvoasg+aiqNrYcb)?- z1>ZHwBjh&WcE+WDo*~Bq8O9%Razab%S}XdHcZomitUFqC#3S#L|C8O8uI+l? zu1?3Krs54mi-7LBIS*7M?Hc|PpI@@3?Xy8L@*6=WWKq`(J12835*`J5GPbVe?E)Rn5|0ztIwZ$vN0VQ3MPqpV9PzIjg-tN8= z4DW0S`a(U64X4z7t8+HT=V_*?0u^U<>YH_h?CbFIXSkmuPMw-~Qculya`s03kx4st z?o5OBm1h5PsKGVU0fvSmI+m#sw0Ta*r73U)`xy3%JfF14v)(FT_4N%7-0#tYJ(NUs z*}Q%G@nI2YXsQ3Cuq1Sq9NG4rH>83 z+dT(LQrbJ|npP^eZCqrz;M^G9+P0TN@Dj-2)j16R+-RyGlnxsIUc0Wr$?ZGoVKkooR&nPETHY@c){5Oe-RZTs8 zb^s4C>%_#4TC=siyKu@QpD-F@HY#UIyu(I_T^YuHk?~(bR*=u<*r*B|6J|}u0!Xmu z=R#x7{T%&Sr9G~J$bojxwefU+aoLY1@X)Vn?muCIF&^Xe+5{6$naJe2(?*XFpJ@08 z-#zb!BNb}0+r#M{W=X!OAh`ePyZ)j6K=ogmB%TPWM=L zrh4>c-~!MJ9IJwhSFRPg_X#fQ5nH(QR_7EAL(Sq3AEfwq$vLjZKRLDCUr`ZrO51%6 zw$c#e9gk+3)oAzMHJm6i(Koj5yONTI%vCzqSIc0j>u1WTP`E+EUt#kd1+IfZd6^VYhSO|e7r^W*w2pG2ls*lQ0eifs!D8J z-+vP+;kfThK*#mr+Y134sYA}J>az8G1_Ymc9UxB>pVCF*&&f^M+cjg5{IAcR<*e9q z{oMK*FUXA?)l>=@sfOTzMRvvE3;rfO5NGs8WxJ4jibXQrW6$<7i%dIvozn7+H+Gfj z1&iMP6g3#{(v1I;QN$r5>YZ-mNhw*M)uOyTq<-!cQzs2& zxqpFCq|8HFrp-ibY6;oA2;ZkFy`@4I4Xd&?HIpC>k^0L?=Pv8 zbue8Zyzn?Prdke1By|&fl{QzmZQfjo#VvXRv}TaELO9Y)Ij%H5W<71%c1o-PSMY=+ z9IM{3c~hZV(*DJI?Z4IwIeyuAN><{f72|4uo{GM#B+_|y-AHev$hc81uF(lZ3CeXR z%18HWSFdJrvzOfn`n4V?pIq(;%?nfslFbRy46emJ0Xf^ONNBQX_{ERuvulO%{uM>Vww2vlJ*p%pMT?>~C`%(JV7BL?Mn9YiYrGZL9*`YYGV z&DlDp(`#C9KsU+0#9O`#N=%FtoFe{An@0*-S`IF@3-yO_PmgYaAJi}2e%*qhz=09e z)Kbyos&ZR3`dHuO!cRGie~u=tbR+d0IEUC%h_Ac_cY_31nJQ4x@pD*cDAV7qO814m zv0L}Z)ZR8_Hv{D}ZeptAZEWW00Nu8vu)@#68=_wgZ{6IostUDd<^#bTPz8@bQLTI} zV@2rj4JH(%kajBJFPA|zcc%8ug0-?jc7!m^6l==t1q;$uLW~=<2+GROKfc|evhD8i zItg)ga)&%ad zHcF6^@^KNDHKR~5Pe~_xmeS-cn1=L?Y~(ByXP1k#J+kTKvdT6P7#~?*mG^8zflX<| z@U_m2N>je_uGH7mJIxU(r^F3-{p3WHQA*_ePOVAcBBwBuDcaIKfRw}*$fh;*-VmRd zXaS?MaM^%GPfzQ$@dVVM5>-BMAAxdD2c@h2HGB5XC`YrzNi(%o6gMyBfthpXA&gYu zcV}HMm=t!3eHN-c&t_cV*m_lsjDx~2U)DkpwZtgATSD_es82X%BxS;03nS4Txg%q>>S60A?iCyceBTR*Z*BzQc{u` zoBr+}M4C$Qn9V{KI$7#{8t`hJFVW~)A~;34o>Y*Fr;}zMWWT zbl^TBnL3y_DSm|Tlt?5RsqCl3*CD;U<2K;ZDSB2J)3d~x?2`_#p?eD_d|3cwBG!$6 zTZgXr#dZKC(ADYn6<`bA5^N`F=P7Ig{68o&0-fV(gVjQZo7FBf@99`kJ`xtYUlHm& zB;9UC%}>NYp2!{Ea?l|M*dm7cjPo2Mz&2fn%vzC2?%+>gKY|ZZQp7$%Tj~o6MIDjK zaBK>Y-{_sCxj0Ze>*A!N<~1iKbmC|tmiq8>Ewjq-Jm;`B0JWkulSFmo;o-WbGw=Mr z79d;!N3p0dd20u=!Y9y6OftA~xBc`M84P6`U053Y%aQ6d4LzUBhb+>t(MnQ(WS(0% zC4Sn4CX{~xL`sn2n~7U$^6^yOEC%lp=e#K;shcIGG315Wrgq3={7@jbUSEUA%*8JX z$D61I5LCeiI}JKm`TRaK41f4alSUGl>`|Jney6-Pqu=g;GClA0;V(seY(V^vA0$7M zT|d-rF8hfc2)=qQ_KokCMb(QBM|I^Y=y&wa(VAmX8i+HBaG{d9!G|RijN4=NuP^Oe z_uM~5_o1_Y>sGBgb?M@lJ#|Y0U3@si3CA}u9&>wlZF7=TAtK6XS2v^HQ_~;kJ8$%E zMHq3oocN}l6uZ)W`RXvkeV05Rh+-l$K8$Jr$riuK+F-2S&BO^$AZieXB*ngK?j0`+ z6RbVCa@IJPMau@TiWNTwdqv02Bxp{i2Rc3vRuu@HHt9^vi0m5N;_WbjZ-)8g7jip+ zSmPIz*mkey)O!@lrb+!X)_QaA0xI`d)a&un8}NvIRL#!KLb#;j82w;OPOYP{_VD&} zU`{~+WeB{ieK=Bb6bVKqUGoBWyrwjWciRpMzX|g{H_g;^=3Pyy)>68=NM~b@<*&Fr zW!SNJY*_shD+}bzfWi=M4~|WA4hVLThD2;!&7}{qvFUNK_+n|u7?-65OT%r_fSRu6 zj0o4ewaQk@hqN#B6k!W@SD~k+z5Ara!8?rM8+`ozm3hVWO|LK8k@?|9?Z35$$`Sge z-J8%r>q*m^!)*`!caeDtGoZ@&3K1H`ShSq_yxFk&Z#wPSO8XUvo_b!dTrnT8Stz*h zsH^Z1Ime`TDos?~cs2KE?T2kzJdztD2uz3gpBmC38&;Q1KzPGSz%^&*M5rp)J!pyp(hfosqurMsDMNS>p z00~k<#aKvcem%bKq3gvAf~NQ(x?APl32q&Zb{hdC$^pC#0`1!@) zA5|N4@&b!M;<7!?`Y z9f7MD>ScBel22}1Bs-nh0&rAw3!diZtK*6h^D_Mv=htRxV3}QGaFFs+)HSU7*~D?k zt--|=^QGP0nOdL^5}m~jc773`(Ubk6&!Bj%sI_zWRYjlQ;a9S{L=3n+fR`6R)@ zh~p(8fqOer2-a-GtD*RxJK$ zD~)R>gjz1RY4pHf_r}68D;FBHZSni6-GCMc9ntI42t&iv2{-xp66+w;QRcy;l^;99gVbw+1oD-~=zgJEv9r`gJ0m5X$AWoP#)E;y(gKEoT?F+<5n`svUa32{fn0RI}}HX%%+O z%gr6w(PUi_(=(P0Y}X{6uEO?5ZQ+odm~M&5yK3V?zc{z9cYD9NYQuXC>kR%fXxqI= z%`{`Z5SMoQ>h&{Nz}O3euFLw&>zlPhYuJR`gPIRJeduP;Qf;t`f#s+c&sz*IGKkUr zvgl!9?JwUGiLF9Q;+p^Xcm2ob*k>1xUiSWYY2vVPuH8AY{JErrI|y4}-5q9O&KZZL z-%HpDb~n>LJi33DF3#k4k+0(o+v24^{$vOJnRm`{M2o>knrw^Qve4$4&$L?OBNGD1 zRmgIu>y-fztPYXcD`Xm;FvF*=R;pk}7E3EK8>ft*&a1259}q>dMxccZr4aIi-MNfe znvzCEb%~6zo~8KyN>7COqby{#$Rr)q4UFYb(!HbckwT{t9EFUx;C0S6(#kqMzHN!e zU`cIcU3F@tAS+`tKgu7hq+nTLTdg0`f3XUWKC7!GeAf2InwpxhEX3s1qblA;$1SCH z$8}$oOsd|s6wC$GR|1G&tiRsv8rBKXhcuOho+$oS?AkDj?~4%FkBUk%ayoi{Z;r5A zpu^_~qjXWkZoG`pi6)PU9&uBC0D$gciJwLDKh&a1lKL?q{8u zUZq_`IuE|qpW4@E=FBDvyji|^Zsy$L^q&lWXyTh9P_>Mll2KRKwiMx1c{213DZ)w3 zXJAA!TJjc@5c!&Q6dJ0^2d(r(35#k(J^lQ`Cru{DwPt52mYk{~O+Z-z`V^k>F$@ri za${l5mnHeuQCV9sQFOv>0<7qJ<;oR}175FaQ;lkr>(!IVy5cB|pWO3-b3ZG+mPm)N zi*AZ#Y) z4ZH-3b0#7BL?zb7Vb;#GYH;p<^V$GO@p#*AzeA0}_O*ELhkiCa<>4g+u z2esvoimjTFRG>LlQ{!+x~U?hI6O9qBC@W6GCRDR3ZQe>{OP+zyn()tsKy)eS9@y6&WMrIR^v-e zV!aF{Q!(Z4ppK(Gr*}^ZFq;uEUqU+P&5Q2V_eIdVf~K2zCS-!_p_qD0>#xa00a3*G z9^qbZZFgg{Ey|1C_jT2zSM!!UJ-u;TBq65z-X*N*ht;FHsw((u&8kYE9%4M+@Xn99 zUU1N7q*>!39wnX9_A)E}+RVqixh>~$^)){l=|4N@-HOMw8{{&LbBGl7&C@Ln=?o$Q zF56%GfWCO2bJEmzcL_(1P~v@0ev|IwwT}uJ#M*q#>y}B7e{EMTc@kHYSpKE_pJ;Y01C;=aD3<& zo#gI+H%+#ZOpy=*Q=02ly%g|o_H;DQ8~bmULb_SwnUl)gUtCpfjuK%n4Xr!SUxeI^e5sqPPMcGAA z(9$no64zLqcgflW^4R8RK3+>jJ9x~OuGv06hVTcCNGh=6*A@cb zW@QE6_*>aH_13L}2%n19+g*6qwe!yD_ddOjy4Q2~@Gw%LynTB%Ht7aJui3o0tWOsF z@e?O_E1}QPj@Q)G0J2Wp{f@fMGAgUvtpYp0kDPOMt;{#yfL!j|x${Pgs52HB=}aQA z+H+U8e}A`*w4qUihw9zEK=-(EaC?#|{jgc+8yI{LSdwIB0ASbZ#a0nZ z-X%QO<7UfwR}@=5eWk7FrT`Gn^3sz5D{%({5dG%rcdIlRA7(N`!!WNR&jOzlwrR#E zFUZC&hjc~#l{e94$)t+$-Cd2e1Od0HKhb!g0TIT0#r&WgM4!$3FF5CT356`9={FNc z%A#`yN-H5fl?&ziua|2>#yc)scBbK)__5xXvZ)i>KK$^ATgQYuXWWqq=}ak|Vmr@A z_tl!>_C2=U;$U0~#B><9Kc7+qQzKVQrO1J>&KZ3>9r5imZ{oqddvB<%M&%{^`SEv6 zi{+zaNWh1@tBtjKB(WY=(3!rO`ZCCRz&Wp|>ft1?PK#na{s|)(l(Vm`?#Cg1Lm2^) z1a@ZE$`8(I9#)T2Gp?j@IiI16`(9Z&mtu0_;ejK7BAaORF+Ci5=#b@+2`5fw9$^01 z0)vxfUIBv>f%j}}TFo&Xh6bGY0`ceY01dlzF}E{d@_b@9pAj$bH6p4%!z-@#g=IN{ z?+4zq(sf&GeK#{$IsR2JE?+rgV7D$ubqzZg^QZ4lGZh3RJ?s(tw5_WW18K2!9ij?ztsNDpzhr*ZM|j;TTl7}M^u}(72L?# zuU>`Ga;#%dGaqCu6zM<02@`{JlMQk=f49GT|NdLbZCQ*f2#mrKJxooxF3K14CA-SJ zbDg6T{tbdYp){FG#>nU$8Y9eYMnzUp6rn2!=0Uwj10zGvywlkCx zuUD@?d8~AO#un$eMKD}k=TSrdegF1NQgqF4P!Y8{s)pm|M9S=#A2Wkf4X`7iV%p`#qP5Djb*Kfro1OBEL^utDwI$kJ+>PWX>}rxgwv_hF{#Wg9-CZ2@~pxA@wdJd*N;N;~u-!_O9Ex zN*31lii(JUfCc~%8NgEipw*{yp+Kpn5|9vhVhT@T_}{N)tO&_yE~ZRbO=CECd!O9? zt19z{y|}cZYw^R-bZUNN-23V5^%0$Cy7c#qZL{Of+z493w{PBT4z{V8RZFcExjP&c zW6j^c7fH_SfOMJqH}a;Lcg&^hc2j}Ocktio`}D%re9(mR&*sB!i#*L^*FN;OX5@!0 zSJxiZJ+yECeiJ+QF~(DC&_`%$Y28Bx{cxG?C9t6$+q9QYv$wOeK9PfNZmaQ*N7VG> zKwS9XH^Mu2{@*L1n|lAZ)-Xq$?54s&bE?WfN5_|A_G&o0K5FKvVo2UGFMG5?MyxY) z_0)vP1c{uX0^YG}SDS_B20NcCJQM2~WB7`=z43Z`((bPTA!$d>7ChbrRxgiq1@RKb z`RUa$27Ai9MkC!Guh$ZY+;4Q;DDB{(i=vf2cDA)|zTZf-ds5d>OlmeKa`4@})hZ7n z5p8U@+w{O5%a_05jP=WoU((I-!jgxmrMIb!;o;l{u)2SvV6aS7{sw z@tJHtj}%a$epi4p5GoUIV{kcf?9i2K>Y>$rlAM$j#gh-Th|=5aj6U^2M#gN!7}xHd zR9zW2BzJtx^swR}R>=YVsUs^V7yJf$SvYbc^{09Lk^5jtGH3Vsx^K$N&L>}tIvJV@ z!@HD8evvA#d08$_PEp-MtXDd%rlax?2(Uf%!DS7ke*6_ctn=-_&8*1pq3?Aq+WJoBnIoHcOG)7cB zd+E~CUwv$FXtnbl_f_gi21)BP7Os!>g(SHtTdf(_KPbo04Ahf|`QzIydAK=t=uzuNR(l-t)Y zAV3b;H;(o-^I#MC@-4jr3T5OB=cbLN&Enqr`tw$;I{&p(e2)XM&+o4OMW9%wi&1{8 z=enN-3lMm?`>JiBmaPnz^YTz^)dF2LvwK#P7`f7Fe3LHrTcsXy0kojN-*ffc#`Y9} z$L%~hyb<6Q92?i>wGGZ8lj`5Uzn*(CQ)kUI*9j9Ro`~#*BvJS7Gxtv$s@}ID-1xf1 zrSh`p3lq2ShL({|^_=!{hF@le^@VD)7j9RsUmh9&%45Z4@ZsG%mq%wD^#8u9{g-~D zwx%42j|%2WpG`Raa~AdgRSO+R4R^GHhZt>+d`s^BBEqSsm#>R+?0mZOH$$ot&d6dE-Gj&om({!S zQF_|hOQ8doMQY^mIWNvm*)+ue+2n_RJbOPr#6P>eof(_v#`ZJ+J0j{Gx@&!*L7TGU zW$j@rS}wLvwMN9R9a)b!osrxKa5wvDjis?%trU5*pKG?R%~p)zpCvUKzQ!Qm(7xRI z$wg@+_ydM=++TZpb;^t?2)$p?o*<-mQ%$u_^B+3qXi+%^GMtVr8Hj#Nqgk^~BQFY* z3M>%(?H!=mx<8*Ulv1ovHU|gwCt#D)SIXkM&s07D9v#}fJF?M{xb1}_73Bj6#^(k2 zQ^OCKXQZn?>P0RA6qT^$(Qs(|nueP8t<0V3sWxr80LIksgpb>8%Lx;XPk=!w0G9yy z>|Pz?wZSfGf5_ii*KTk~h)$~f;LU&QmkiXptm$Rf-_w3g?f_@Q(eGY-yLjKq|MIYl z))zSV3kwPwRoNR~H6J}1_s^F%$0j5Gkn0bx7`xq0BR|f|uRY@zDYK&P&WnufMhQJ1 zD+2iHB|2-w;XTwI#=-UL?rNOv(IT*Tm!~h1Z9q$0qj)QyA|siYOHLw@$Z8v~HD`Ht%NkqU=OO#FBHGx3tOz89`t1 zLlsfGOy=^~rFwz3FY_2|W4!(9zM$*$8`{Oe)uD8^PQ1)g#&>~@eY^JSr4#B#?mtU{ zg=nDdzJqh5$>b#6{8JN6JXJ>5Tyu#Jy^=mGce-3L9Xt;itGj2U_sZ?Xyb`%UFvCnd zGPp}2lMYKr5gY2BXAGw^%wxrhoXruFf33TQGKaSK+3eISMs}90i(b)6C@qIha?n?| z7&Qt#!XsVxo`rO6G!w_EejDxqWSVPbrF!k!wE|N7z(x+eOK@AO_Ikp;vh_{p#XLLm zJ}1-qLRoI{pj>zAQEMcyre)(%Q0m+Y!Ms>f(6sn3?MXm(|r7;2GH9kWS^7HHYW@j9G1F;uf)lPevz3 zxkBOo7T7}S+a^qu*4tyb+WX|&(+>KF$rYedLIw3qxyIjXiBskfin{2&PIb4A(q6N< z&mk)&_@z@E;ht)AWJ1?Mvymf3stKpzwiGjG{eN_|W@1p`d}|HXS=w<)zohUIG#^%}7shE`Ai#6+WQX3<8lP zFC=XZz?YLit3!{i@VPTL1*(k!PihK*`oznrAcruG zYbkiop1KV1d0J2~hZr7V3`KXT-pf&;0Q!+A2LeE>SIp3j=r%U+V;&`E7f*hpXtlOQ z<`&NKMucz^Zh>;CuCSQ`YbuJ$%2X8abfN%3E2L0xt5H5OeDSG5G0>wVsH8W%#FWJ8 zBmU=cGro~WvxSOc#EG1gtSp=4KfizHYD~c*@!jj%2d`G<8w1C`T{n+IOp=j)mv5-u zE^;uOr3eXcA`Dr^mlbEH;&yEuM?0Zk>EIZ5)+Mfg{Ls1I1LvgQ@sHZX3ycZ5rs`tfP*vKYe~ZGf5j&cC;J?ciUv zzIW%z5Oux_1;@;_pN*%J4QkyavD3sNqO`8C!^@kN;Y`T7v5}$lrs4+43 zXWEvTr`jmT1HCl#JD@A_FJ{nmBJCGaQfMm@7J{%_i5Lfchr~d^oC<{zMH8u5qUp#2 z31D1Wpi&(Bkl>Rvkfr7wJ2qtnL`O$Uj0MXM&wgA`IaXv)v&|g%iVLlOQKDT>GmcRn zS+sxo`rc{Bt1nLRy8%QgtBwaLX+#nzc_K$7%F?8YPyz$F48fx!HREE(hQ^7dyyxy_ zS^_78!ICaTHFtDW5X3*6k-12_KG2M@jd>fg@+ulLncz{nx9%-&&Z zY)y`W+t4jqaT`yYJdOaoY1BIws6hsCa4*V?60{>;8+89D6iRNEqej?Ovx9v&H$Juv8HP}3$q>SM>9tk(2dtbpm%vEn{rCF#yQ%dx-p z-M>z14*W-Ow88tTWrnIT+~y6;%!XkGyecz@x#Kuq@}8Y2EBzI%IqThr3EFFZk8#gv zkPcSp$DdO~(St$PoGIFXux=Wkgiqn8_^aWXC#?;8bHDDsQk?a4K1GP7@loCPQ@O%5 zzND=f^ROb)>)^>XD`MTPI*hLCW)>7WWb3=vI@daPY{x5iVM-MPIKJ{7^H#5kYQZiM zM3yTva(tq@ysp~S$(|VeMpf49WcH#%JGCF}CauX$wdvSu`HHT=Moppzyz}KiYR)@S z|F~g>#kIn#`?~!1b3w}bTmi1{*3`?)1a!ad)-};H`I(e}sQ;x+ST4n?$10CH_YiD;8r! zA{`(}Nr)@lc|Fo$ukod2g>s^~Kl^Y}`uSZCOgE|e(_CsY8c~nEv4KbIeYeow3u+Zl z59#~#2vzZa+Q+l^-0nSJE{AV;R>Z0QQg)}=(9}ZY$D;f(vx8%O3l5@;BA5GL*PI@& z$zyV!Sq`}^dhduA%cFl^4FM93WIJ~L^HRLOiIe4@m%PbkoqvDtr>4Ko`+t07-)i7y?Y7_Rr~u!N4I%O+zS@4h!>=O z+1qS1s8hbFIi*~L~-y(NY zGc(1L=07WZ6i+6f6tL+0P$RbT*z#wE<&5H9B_*X7Vy?yU@9)HTM#N?ox-8AdYL_gl z`@XdjahP@s4BS(^vg}CABTqCWak&)Asn1)qK57cWxU3^zT9i8<`DvSb(i^N0}nrTnGA51zZ{ zCO4Xd+3mrD_14zbI=Z@dJ$E1eG1QnK{qbvM z<-6CXZ`Veg-!d>b_^zRWdTD;<+~v!U&$gxapF4E;aHMvL3pYRiLr>3554Y`qsGeg^ zMoQK!cqkWn;az(>J*LL3+qd6qyDljvosRRJp0=jjzyJN`&zE~H$HZI>jZjQbs%>cC zv=h>_-?e*pU4fki@%P%=9r&8}gWqBTvz?b0PnVUI)n=I})9u?Ap_HU{>(;H()-01i zHoxtR!jH6y9KyxjH`F#ZKEU~FXlfD@fW)=DTwY!-PJKSFrZAo7C#KI1dit#-oXfKU zCFz#EDh4ZGwF_*wz4xHYg)@|GBaxAo8i@7qAp1yqP`9y4)ZreUyw~!D^(!4#?W&Y?`d!D;y zfo-_!$}(|#PgwOzsqY#;v<|?{3evB&Vce{Lu5>!*ZaO`Ocj? zM;^;{(!|x)%F>HCP%}AAkU7i@J$U_^z9C+5i)Oy{yHM9<&-Qi=%oP&pN{Fy$S=m|A znah{A78Vv>U;6Oj!KR*4O38BB^3sCkSo`Ubt`a7kv;^MTGdk+?`0>_}wj3(w`DwXFIVV+BRljE%?H=nW zpgef+p!HD0CXABY&E`y_Yl{=_spwAVQB?Rcc<(-Z<;=NrhpGB!i z5dJe>vf}$-3vI;JP|+8HHtfk7dH0+b{xBauzP)65K0#w$R&4A>cS@=XoRHV^W9ntq z)m!rO^XEo$x+ebihyKJoDaEg^j|!N6cRPCRZ5U?a#Pqbp8$p{19GZoXZx2@M-1N7r zx_Wx|+}wyl*InVWf8*Az0h$&D28y~PJU2d)N5`PH;=&TUy?gf#v}SRP zjEr;-4|`+L5QC7MoGd9RS?Wecu7hKp(68vmy!oDY`|$ki_><}&uIePy#IZuj8Qj53 z&pG8@7@}~`K9nTN6`P2NCN+gP{+phfdX{kM$`zWd%uESP!O6*=AJczhhE3vNo1Hs~ zoz+oJ!@tKXay$?e-ytC&Adr`i^OoB|QHN@NSxQPS_r~(#--rVnf1reNax4rbq)5of z$fPN!Xz8K88uVe^Ma0F$eJ`}XohPcHp&{WZ!J>S_*qEK)yj|sUb@es6sdw&_=_|+C z*>?r=nXnBF4tiQzT3U@_)f`k)QF(-gw`0rZ&D8VusxB_Yv5}Dnvv1Z#)Mv{F^PBBj zFTUf=>(|%y0|Ejb9aGPyKD5ho4!5Byt1HVS=*Y%<-_s2)rA0+aD2W=?v*N5Rs{)Q% zjizYivFzKs*HchXQ18Nphl#@c{7Qc=7YbKgWO8QReD479w=J~C0}>W~1zSjn@AweN zp{(?mG5TlWqJf14SBQ|^l|jBx=RYs;4X4m^fP!9Zf%<+jyb8=vU zx0e@jhGwRwy}#t<3$Fz8%On@(=Bn^>$;rv3TTxO{$|)-=fByVgfo`R*M64?0Tl~`s zYux(i8O%{?eAJ>nmzjfO!LGQlrWT825mTpcDBHY)9cTIV#ffu9TNU5X#$kzi-#hRK zQ=+lh0{7XDY!!|1NzPX%dU|@k2o6q=9UmP%h7Xx{7UoGWIWPb1C+-F5OgX25G(5^f3>PpLP9v! zr(Ndj*RPK#E-t=#^X8Eo1_nnnXJ=<=anbJX?gj?+y;ra%_q2X2FZaZ8o0^)eDmUXq z_6wL3--C}S=3m6WRWokj5YTJH(YHx4vJ*|cY2A;b- zCFoCEMJ0ZI_f9-fG2wZ=z3WT%T`EkW091j9U&@5ZU2o`R*s(Lf+dIpBT=XS$Q+Z-Gm(r>@Ava-7MXGHaLh{*o2u`!Zcm&?L7etv$U^pMUd zY54)X=*|o^reUt&^@n=<`ohr% z(BqYEjswlC-$HZX(4q6;$s_y{aT~UQ+Kh~j?#X^D)n#qB@MlzdT+X;9-N35LZshw; zKR-XB1pgW9@HVJ^uKV|QpOqO9Myg5kaiUg#dn@BE!Sb%yc|kTstBCyxN8iXuVrF}J z`Fc!D;uIYIjCi859pvEHf=f@o9i#O&A;CK{lecA7OH1nop9u|0B)7x#&FPVr-B+$$ z;T8}`v3+fEFTF-~{x5Nl7lofnvc{_CB)9i3uusW9M_n2j->`FM-NHkHfJ6v{6>2X> zTX0ubR{8~wqR0|>ptx9cetOXT#+O&&m^V1UBOjk~AR<}3`qHW$FTHyHoaXiG*E@Fa zMr&Z~?yY==8F2xZP>bTjd$X2w;>3v;!uBWi^z;t+NyZ11&W{z0>zJAOOibLmfB*gg zR#u8vuU^q{>yXZ#J6D&e%0nu}_mYtc?8cAhaEb4jm>&El{V{-T^9QT#na}g>#u+zk zrE|M?Zyiw$Qq$7>5`tW|*Gs&wj_PY^X;C!hdgExckgj!QfXwaf+Z)j~=g*&){uu9z zex!r${OHLOWi<l>jo z$60fY+*@R{$2Hutv$ID+r~n4heies9wAg%x0igS`?f;DI1=e~DRH_SDB2AV3yn=N} zL(6t{Of%26(JbY7)RdyukAt`&s3@2{AOBAEr`@b$`TRyGr}d}8OkU9PY3l*mk(P{@ zswF^rMj*k9SFUWwX+2n4nAOJ&o|u>@E%&BPm@bUZP)2D^Oyq2-5+Qo8&kx5`PZWf# zH>YoJ$ji&y-1qSb6D7%dpjKSTc4kNsc3Xsp!r%z=gEv34S&|yY>|E_ZC^l5Q* zb#R&aXPk?NGEdHHB^IgAg-MU-9dn=8f>}Fz0u~uxau5kuW(=|1H z{NaOyurcA9dkMh%Jyn;yu&8Jf=bqOuJBMq0c_g zbw$+6+dI&ufqk4+JfB%9lA33g7xDouJrRpSrB!TW385!wL-8z8E=lf^0?VPqYQ;vDZS$X+g z;8~XAog$#3iVj==>gRDI2p$9gT~)QRICV8qEo(CX`b}Widh(wg?d{iRbL^*XprBGl zUhwfRcSJ{{KXr@r@Zm!sMep`3W@cs-$d9l1Ou&vP0M3N(OpwsG2p-;)sOrup^Gac# ztIU>d+sdzsEm45X@ESL41db$#zsuh~+D8$Ou8RJph`jjZc|k>UGcC@v3>2&`SyPB~ z21|9vzI|SC*J8@r+SLCfDx5EIS>iTn;-nXKq66M~5A>L3(Itut(#7qxGFw_&@_Y5l zYi79lXKna7&{cPk+U2ELZItQtF<0J{VW!ssoRdnQGM|$zur;$DZQUdDiudjjFI>h& zE31=)#?o2jSUnF?B=BdX#XbC-M+DYo?YD34fq{W%*Nq#X%%ZEk;4$2eI!Xx^Kq@V? zpNbczOi9R}VmTzkS~B$401MOjstwl}RuuS^sF)Z63_|Y!NuxcFn^lK(Pr#$^5Gp2{ zwOth*G$kbN-vn50idVeED(;FVO1}e?oA(C?0m85{=*x0$!6=;v zXw%o%Cjfi0IqD1WrykZppw{rv5W6(%u9jK!vLF73E`0zS^nU*Qc?2M@3Ph|ll=L5% zpIkJ1_8gs_MD6m@cAg3R{#ItcoVK<$FE{rNGc&XDod+*GYRj>p4aIrrF3RKH?Be6& zD+lSR4rCH@(ExxCkYvTTZq^3w+q!wPf59*C!yj{#Kg)q_9s$_ty??lk_<(m1m$s51 znrHSY$3LcZSd9&JbvtD)U;Y66;)Ob+cys^${T!R`g>k<*+;& zhbB@7MSz!=ms&(v_(N}RuT=_EwuJ8q%3O5~4GIlSO*H%Yj9CQ%vb|}J?Xu`9K4y~R zvgBa-=_zwWR#sMQN(vY7hS&D(+kfEV${`@+i30DIqcV8`W=8-XX8p26gN!IDDvE_t zA{+XRhTrr9Xn9;g~vL+TWUA(E@_|`|nDFR;7opi?@D4lyDYt>IC~!B#_-e z4rpUI>cpQvN-CCT`7Cf2r))>)FdYx)Ja|0dD&^!P3|dI63)GcZL3*MH-7_R)<~kt` zbSp@MDh0Ml@#mQ3Ut+esFDqLIQ6&!l##Gc_m6{{$lyJHy0I2UjeE0+X5nAFv5_s(e zYir)(zrXem3=PGv9r>Y0?r!49KI(jfuBuoeJt}#8D?$#kM|2)Y1FOVUrIsKnEO^Hc-@hucUZs)%47ZBT*akcdpL~Q6YXgF z!y6X3sbmt%-j9=q6lhIYnGYl%tf zG?mqXzZdWEo3)nK*Z=-+d_U{?`mT$EOYhIM|Igw5FPs3s)_puT9><@P-SXN)9@jV0 zKBB;IPpw%qgtwmXD zpQk-V8-0q3>(+5;OGf(cp1xFYb2{($>vZ_?glxF-|jw;lnczw zxU{hG(BPp@)m7J2>GN9hJ}nFE@2?5{2+Xgr%U$sE`SVjm0sj8|do1hm)mtwAfr2LP zGo%9@6O#l?vCd*iMM~MB=1jRYuy(~c~Nr8Ub zPPsU68_Xd~n@5Jl>hQ;zzeWO%TUvF<% zY^-FXZos8Wm$qEEa3OyC&mybEIm_IFf`bPRkjTi$;i{~(p}=7YZ^yY^Ol915&#Dyu?{5^@%BWd+3U zos5iH=0f5-I`tIxz)EsMWh#6B{)FWZi3bkiJFaW5U7^Ah7I~H;;M>Te=|Ibncu6+Y zdAW&^N}lW5Uz5}J=-oS@kozMRN+I7#-*~BK!hMGv^Q{N(dDC)50GeCyB(fjn`h~8m z_xZ(%o9(%i>b`3$d%%?(XZ~l}WcYpQ_cM*UM*=+x_l;UW(Bf+i72I`RZmcF~5IT2L z(;u^k3ed7lZ@_Nj$;iRYAzpPW+Zlgcnf8^sdetK>?F4|8O&p;X;yY3y>kXnO- zgX=|6dzt+tuUl@|u%WEAbss4e2nIe%OY^TU!DIpEfoNG!Fy#lvs{%P*aOXEGAH zy48uGA}&vf2=4y+yuWCxJ&+yeXD~>mB+zOg3rgAfmtS7-Z9xl$(taLdY#Lyr)z6kR zeaiOsb{$jGts){KU^G2#7A5C(b#(*BVD8{Gp!s2sip2N}l)fJxOfIERYPfAjRKNt+ z?c2AHe9*KJ$)?$Ox@!0^?#ne3%l;`hHQ72;tGFY7&@agy-nd zO(3Zk%*~I36X+TmdSKO=wq;(ds!ba=Cn0y4`dWtq05I}v? z#6+35V`6ghE^Lp8h=_?E52mutPAw(nz>J#ojEtV%UJ7*k#|%O=R7|2DFy1|A7Ld~P zfN}0D&Yi&b%0cO55VF;2h?P49zJ=+_(j0{Kfb~_IYpMU3?!>x^iVDfgm+!*~gOYG- zdO)rvhX!!FZlk10p zy2w7gxS^`(^w~pwKYpy^;NVbQmk_Vcc3$qo{Y|@{1_yh?ozlfhOV5Y=^q5g(AE?jA zF4vW$r*nc)#clmsJ7%<{!G>XxE+K|_rs%|dwfN(?jJ=QxuhfWf;(LL#HHxB zZ}mVkHg4JSEN}*ho$#bUbO9E?kPlpn@&N&d74QKVlmN{wd{~i~Vx>S$Y0e9_0|Nt} zhN3oAWtlYVVTCn%J^5z_mO_v-X2tAy_wLy6dQ&38Sw1Dw&8&R9pLDJhPd5WcpFd&K$gN`m068q84<_9orB$4Zpr7BVpEXB-!1*eGWVe3TF4n2&Zz4sk$z> z6o~{1%SRu_0!Ryc>QeG$7QZlj!>8(Mf@hTRL5#4f%tDob#<1ttuV3kbR$Skjnl1oS z`&3+6oySqfUz9pr+Prx)x9hT#X-EDZ$XPd=lNo3@RouW~lpV}$ZTV3-Q(aeFphLa` z;0_ND-)y*nESf_Rzb6Dzn1Xt}pZrvEZ-uvW)!L1<-wh3A^7r?@1&s$q6AsvWurdNb zw(k|Zd-v|f?c0^;F2awsx93~fAQ~?U)ShY9Mgsu|TI#t_QD^E_VW+trurZ{m&Ij$H zAVVSHK5;@Er{Y%6>XrYLk+&;MoIHA_-pXjiU@tI#fRXX@<$;7NWfO{lc2_{rZ#=N6 z2^9-+=90-YxN(DhY2k=so$B?q<~DwkEwyu(g@wgPM*%I&A2%PLZA1@5yZBI1QC3+Q z*FFqQi2GLenZ=oA?TM)=ca%dopxyAspyx!|PyI^IK6>=%Kw|=}T8_ETc=5t^f^?=E zRNsO*DRJ>)b*l(20Cbq@f-n6h^mpn#dwRgp$^qbs3Wk}@{vizv0Y2iV;(qbEA?E)x z1xz{Fhga%%_d9p?nWHju?ZwUoRh9uV*#Xg<;nVC1!DP1BuQSNqog6D& z@!w9__K~7VeWE|ql^}E~*`|AMe0{wsY&z^00U>K@s19EZ;hb&7ay|e}5}L|8tYSzL zfAvjFykR)y@mT!&`eqBHX?pOq=ceiD>19|y_rSBOl=_JqmX?-g_0#E3i{V_iI~CC) zA(e^aVv}9wCVIH}_?(w2!}i@CYB>5iRE!B$5#Yz++6=?16ciMt<>lv(A8k!i7g$`J zs+n6DFF_YjHYx$FA}0~l9P2STvk1lAydytaR!c+UF{=IpMe+JxLmMTr)2B|6?pPjJ zs*bA3$kdc^418hYfA=mKaWkg+YpSyycCCViC9WRkF^hNTPGNCzo&YPARS>@?>Mk-d z`1TMQpD=Ila{@(r88`t<_l?WKf%S_NF<2G@gKgG;6u zW_4uM>~L@IeVSux2bh`3;H3m6v}G7l?b@}A5XeySBCDL02s_KNqB&SM*M-3t57*Y;0Z@+=RN$Utf@)qcp3!>{`3af{F#)(sfS--%~~r;!NX3| zeZN7Y*l90ps|v8yiN(LSACM=&yVS9;NSUT>TU>PN{q>6lY6IaINJvl+lgv}%M2ZpA zcJN%nH)nF0V}{Nyhc&`pL#B9z`aH$@^?|{x^e3-xY|XKtB2CQ9l;aChVH6PtKB*Sc z4QQp_P(vI@>;-t)ZuRapD1k)U1aMym9xO=VS>OkvA>`(sg1=Rr{Svm9E*RWETMieY zy+V^Y$H5^2ZMN@g4H|k~%vGkx`}j74mJ;IZan1bu5t~rYHns1| zOSz2m2v13Q0*{VxiPPPG$H)Y~ow)Jw)$iZ8yMO+4Cxl^6&aHrS?j9bL`vlA%L&0Dc z5n-5|oWyvXS5f)C-*XMYNd}@wZyD<>N|>H7GHStnVlQlJY|JV%fd+F-T{Y75HK5`_ zW@hnlr*f}7R{e**yb+?^Lc{sgMBmuh3obD|)|I=j@Ae-*ex%xtsx87fmjqRZ{#ET$ z^j6sM_lVDvNp@qwV`qQvQV<}%w!h+Ju@5I2FmU9 zrRawzU<#1jQ0^horb0)7M0dm`VpcqRcv~X|zmRlp=PtXfmZ$yuy6ELS=Tw2oA*N@~j^AQLOns{wp-QALslEg2l z`@P9~G2h`ao-l7eg-WRlX|S(iIUfSFPNK=ta_IJb*>EOL zLv5b28rJUAI}FOG(6fbHs|oNFDtflG85EMo(8@UiJUl!O3JYt57s8x9b!Q^1z8FEA z>NiyC>TT>PnVUCmJcIa1y&wlig7KHrB%t@w_wOUs^c8t8!0gPk;R=;gZbAy;#I5eq z%`AsjD}=)e_uUy92&3U)VQ0dHVdyHYIg6P@uv8TI zs;WSgx~=f;9=v$*0=G%qY4X8{kF7xp1J8}idCdU^*RS7~+I_gvO!=AskjVIG@c1f9 zeAG|}kL$Y7=_uo&Z39uo#GK#9do#>BILx|D8@O6~L2a-}+`z-StH?2@>_ilic0wcl z@%bgs9=23c7y?gs0MQ?qDJ7~*wpu*Uw^}>yqbm7qZsJ`7-_s(!SR!)nS};3pfp_5s zXY(fn2dln%fs&TCwjjqO@RYBwPe@COWYodtZ`r?b zyraMa!1o8tF01Cw5?3Yw+-HFz5We9+R-hXg^mCygg`>BB&ofHB<-!adNO!t_r)(}iC{6dGCC9Yak?942j1Qo9Ly zV%C~@H#zw@`qruwJy1)Ae(&<0=i(YdllTDSl3`FyGq>3<}68RCe$VK~eos6v>F zdA9Bwwv}PMLqlZ){62g2Diz*+=K6Kkhg3|*o0||aBBXvGV875%D)22L1b_%#)`-lb ze@;=tV%KgJ3r`f)=bWnd4qbX4(8h)ZXny{A07?#$Hjgkjl>~jCJ==}TWHyUi=Hr*dTpe&_AQUYum&wG5y_ugg!y*%05?*iqy=7vg zCu5&FGY!fMiZ~cI1~C!~BUZD3A3u7a`#UX8euO8%0McQ6UDzhfOJdzK+O+{5XT*t* z4h{^RQNF4Sxk>SU#J)j8lx76L?xTX)j(7S%9pK134W102UG3n{C9d7)WVjy!q%SONl%?)B>w&d$yRe1V~Lgp)JT zYU|Yy;ddxIb+K{>i7E;eaSkyAsNeFV3oW4haM!lOQO4ii)z|MLVx5?P$c;E5VhSBt z;=+Xuth+o%sy}|b*i-|94I1)#a6NE_QUDZ;Fky2AvW2gyRZl}gd|_rqq9W8bH+z7# zLsIA-8{1BTpyR)v2Z=h;4m!Fcv(BpZr>ZMvf4@Nay9j9~JSN5ii8%dVpI_ej-7A&# z>o`OklnQZ}3t=%al-I6Zn;veaLZrfK)OM^L=J8kGt7mo0Ga09 z_wRIQC`2YEr^_W_+TKr+m585$(@r9XNjM2GLI~qeqW~VTUVW6*&DtM0meWjFNllZtzRDRDtYom zbbcf9IPMVjP~5|I@T}gzBK2G-HRY(ilfbTk5gYL7J=xBG7ZZSISwOph8YX`Kz6bt* zVsgT6Oatj73WN_i(3#msGH{g$E}ez3hnUR?m&H5CZ1x0O6u-klNwDFnzmu4hbOH$& zxbHofNdzPT;UFXkUb9wesJKLqgQQdOcyIdf=;)}yiU>d~@>gLf*g#2V5N3e5M8qpt z4;=~&e)>YxS@6ftpC@kC9@x5%cOx`9LPUTH@(OYxn!3SgQetAflWU)u*y0awt{uo} z5K&(Ye97YPE$DrB=jQGZ0olRFneg)wWgs%4082#P2qDv*NZP?L(*q=Y!E3aOqyu}1 zh^M0YrdkimP+- z?3s6%9@v?0JL-j4us+xy5&BV12}u-%umSxNIOrXW964E8H^?3!BxhOtbjt2;vRXnO zjTySojT<)zCmT(|8-^OEdiGYN+917209Y7|2BE@U3OXJR!b804_tcc%)2D6-B7m9F z0}(ze_y`~rhCfR}7KX!(v$+cvwrZIJXh(;Vug--Gj5UK^ym&-} zbk)>|ETsg71nTZZf|t0=4<05?1M46zH5Be2Vl?_lR(uEcNL)-vDL#wuP1y4dvg8x6 zh#sUgY8wN){`{TjIY%NiBSOqW+6c9kK(R*JxSpG>nQdvw+X%$WNYY~NFj958ik(&Rt&f6#C>t>mX?r!b zeQZ}l9z$%b47B?v&jmK|iq~izDnCI`_Vb&Ta+NIJBmDW9EO2yEDQLKX0mcJ2^k3mF zFX|O#h=mCMk)0zH znO~^PZ)>U6R_p%U2Tvu-!F9HfZbF#NN^V2CcvWmm@7+Vf=e02+i*1TyZ4YR*S5scpP>z~#uQd>{@4qmVETiQVkdj^yriMQM)1tdF=_lCMhM6j546*B<15NTzTt~C9Ngqdly zX3|70qp%Gy*!=pu7gs3M7RL$HqoSg60PZh3k6)X=ViQmmkpRK`W|yHxk5}M$`=6y2 zW7U>O(Hz-C)C_l0qr^q?_|A1CP>(0|!vRTE4&MU4T!V~CG&3SKk0_RshvWM-Z~7{{Ac+0B-xS>w^f^L&>gAZbPOBx*B$o95Y!MY2m@-E`vf~ZgWi)NkPd= zm#!Vj0jWn{tMcinsDR$GVRIiq)WaiQ0D$*U*4^p@jX@azw-p?GRRP3N&JfihC_JeY z>zs&n5h|tw`UoIx&vmjfU%x`>Gnz|jFi*w2d(VL@zr`GB!c zuz53GI*iakK-)O}>G$T1run){truH(e5&FR($CWSzeo{gu+Kbu^M-&E2t|=YdAOUC zBXC(pCLH1uLTQN_dFk!sg$es_%f#MXhOUJY`x*o((D`}2W7XHM&pAR*S+W!_&zp?2 z=k31s_A;4lKFcLweEpBUfmzj6RqIHERD9}GZu_Z#HOIuyV zDC+d+#}7S-D~fdIpp9I2jkfWX+8u=Rdc8zsr`yWl>zcz=?1k6%r5Xiqj`KdXx_t~V7l%TQh5SPkLD`4-Ha z)!0#U?%~#VaH6_@{dx$ZL?qwR9iR_IZ`y6NNa8mA&ix=Cu3w?NaDC2jpuk(}>Q+Rt z_Y6UrfKiQQ#-&Ym0HK3%7C?njyNK@Ln_4rp6Gr@u4->- zd184gbma{7d8g^Ri-Er57-MLjAVcb7rs3EX(GuRKNZ4qoGwcDh(71sGc2J1h((ICT zh=pLZ>=C!mNg?IhMa&{-J_t)B65E@eBEGa_P!ia{slQdpK%p8>hKhY~gpIU)b> z-h6tt0Pr*-HFXC-i}bVWFiD8KP;^?cFQLJbME~~gj^?0*#NlswDU)Q8fc{3mIWUV1g5> zC7eqlRZE1a0caBIMX*(HD|WOI{xv;4eJ$uS1gD?Sd5Q2Fk*9?0tGa;6eDL(?y;y%l zyblsL#MviE;u1}q01U-*Kem9I5l}kUs&BK)@?XQP`}wy5AtnBy&%p$QQ$*}zA*3iH zqfO#Fh@d>0Mj7lLV&{*B20e7E9!z*_d-w@^^BzD3%fW-yqXnSjsW~|xu_;jJ=FLY3 zFZy;Pvw0Texf{Y*^c?Ir0-zFg0G=A`Eb{0oC^dpx%8T?aWmQ6+61 zqGm7n&0d*isj6a`o^qb&CH9>mG77ya42=u&&Q1gn5lyDTM1?M)=q#U5+0nrO%0-0f zOifJ*(;tdDGX!af=x1=|7;hqCPa=>b(bVCv{%p^?O`J8>3O zhCYFnP}L*Ef zd`>fs%7C~6A;R|SNCPbyhY5u*AS7=ZGnNI)u1Qnk-K3;r1WFKfo>zFW8mv!+6>Qp` z3u3W1_FBw#VzxocJ*Tc-AU$P>ol*d@oNAdHq2Ro?>vE<9O(rsv+Ae<&In0hFO$#Eo zK&VqX{nCP#XBsKX^2dyYh>B&AqqRVNU;EV8mk z$x1Q#xs4lQ*|TJ>UR74pLPP@Q1q&~)LU=M@y|lB5vGEU-v&8y%t}x!yJ85W?#=Jst z51856rH$UCzW_HSVmUo82ucsdswznUd<^m?w(31(_c?k9>HFKiEP1_{asr7xtzwkxJ>+0fdQK{h*zB>c8Fv1`S!Jc?%dgRR#IZxi(Sa>pB?DN z8;BiGDMtXo;nb#|>t6H02fpb1FWaL|UA|0IV-|Tt==`c0k~Q~} zAc#c&kbLxrTFUjp>S_87A=t)_JgfUZ(r*0r2Wwd}C3CG!KetzKbMwopu4c(ZgM9{f z$3#LcW%m?k_!SXhPY6n=APT!^SC4fRH($Z4q_gG8mw&SW2kKY+;l`C^CLjI$>eahg zU%#p!pX{HKSBmX|z`p^}oYiBUW%zY>b&%uNqK|8*_Wy^y`!h7u)YLjKCLroCFNYR6 zQpNwypA}nf+1RsBB3rGLI%%^J%V{#|hnqL}1krgK>D{GB;BUHg<;^RJUCcu&e1SK7 zJsy?3rnx3{j^bFLTaw80xQkZYNz#u!F7fhRc-F8#Lh`;`o>y=e({tzcvI~Wznxo^* zkI$*p*d@*My~;LX8a2qb74P{n$Cdcu)~(J(MDU}zfaD$zz% z$jZ(Rd7Tt3m%j#$jg2i0uSFb{ka@3nrxHDa)DTjvN3jS?7W=qtAS2kCC@Cl$5f#+} zs+3(>UYhyLQ!{|n{laJo1)c^$BDo3mes9}0y`HOZ;vOW1tm~D#)>BX%LB<1>_?n!Y zANtnl*9;X-FHg@pWV*2dk~O0x5ikg`7_CEx4(-FPwXE#ILJd@2aM#Fy=g;4Qm2hB( z2cWGogsQAD2uEoT<)NJ9W3$8ZaLMu|uA*sw(WU8Y@I_QiuuU>z({8qb-+k3;X?hP< zcceXk3qlqc6ja^TR^X_GeaCo}Zrhle-vT?Huq2P-3lN_0k3tNW)cs!+(1J{+vIy@pB(T3=S4V6Rf*K zQcr|`!w&Z{{iB+B(=Wtj-U$2MRUslHcIeL<9TPK*qSgTSi4W?RRQ)@k>=z6*V2*&E1?**pc!gYWU)cVDSEZ`&!L~IXN%S%*?=A{U%njR{(ffV5GRc{8f}C5 zm+YmI`Jn{cSrf9=FSVvzmuRk}s(MsgyUX^cnLZG2(J&!Q@c$I}Jvlje>j^?jHvz8q zi8|#XU6Bx^?b7l~vK#t&V|%;P$0G98!?bg>-);N?VWW3sq}?3b@yh4hLtv^N|6;aa zl#(4O0+T%s;*w_WEpcMJxLhW;oE8!?>8lFVRGU)zA4j23>G<5(sE824Xa&T9q?&PC z^R}ywS=azDT7iuYeL&Pw4r6)!)+9( zjDV+4YX^l_Pj3X>QVx3T7ZoJ@xoq4+&SInyWE2uMZnhn%si_%H?$2fzG}&L0mz^Qf zy4X!ACW}44(w8m~Ux?rh&b3Vw=Xt65$x&Nt58BnE+QmmwUBHrQbt2ol{Pz~6lE9Wt zo9fUGtr6J`o`k(F>3`4Nee~-#<|M~_llR){#y(W7a;&XeV|?Ck96s=HUuBuvQi zeroUo4-byx$FD$@zow`dc;PW!IF`yVOtq@dpEH|^u!jjVx*k(9(e7G#MFnx15bGL| zcD>FY92gRkj4VfzYDUG4Q26aWNS;7;R7=&lOPHD!{ipeO1umC^5@E0%WivF~kSXo;)VAb{g{28gN?VJ_d zMZbFDr8X2QBFKVXLe5hGn=_1!ji(19pBTf+NAXB+dU2WUDdr%zqBS&hn|6vBe zEFnBx9R3roMjpnrjG3h5Bb5BW*RKeEj&a`q=Khd*hHwwN>N6#&zuI8EleSd5=v#0l~p- zeGaP!a&z<%!gGa)m(EQJm9?L^dDn5S{Y1BqjAreptv;kJYd<}_;I@A4r*j8O*Cw4? z_)eX*dQn=t@qZug|I=fa$XMUd5QV@qcFI+L`62@>$Ii()Qs3U%s&-5xR~AOHKe88$ zu8Wo^^EN6F%3MHWK}t0tKREpD3sO{8HoSHl!2}?Lqo+=(ATk7W@$K4Gk!Z+Pw!=wU zMQT_Zqsy4soy-4B*j#eoqK-4#lVw}Djv#nJJWc}31ac>zSt~ExnWHC9){hB$mq%c2 z!nr0|{>k7k(pRrGW8;(}_Sc{ysF_q(SMwp^>$8tf8e0Vgo#!*4;_2c-3|OT4PhwP;<$07BKd7zu1Z@P>gBwN1^e;gH%*h!{gwY1s5$gtlq7# z+gS76==gQm(j4&W72#D#)nk(`4h+h}3i-5VtQ}2%4=pVR7uQv!ET6KLfBeY7%`FSY zR*yB9lm&<$)MDC%#ha-64OAx+4#8+=kviz>b5`Q<2o{Bt4-suoyzRR9lW92IgRve8 zi_q3oJ$-#VEXjG6Ypq*$^P_T7BAr@US0@L!nCVOOLd0_k?1Os|bKBX;DX}MzbsPOD zS){94)AT)(vD;k=iEn=t9f%X0!B?ffyyUqEQ@85Nmn`204F&7S=rg0olI1#!*DBTW2(a$Rn?c+q+xdNkQ5H~%z9}++we97jW!>T2M^+k zi?s-Yij_gsNd>z$iLEsQmk=L6^n7@& zNVIRkV27or%VR=~Rc0O#wd5~K7SL+yiW+u0tRqvRLTYYwVxx9j8bpGUf{->_>r}JF zU#-4>Zkn4n!Ec&IcFhP;SO*-gV4_)Lwv?P|09K4<^6J@=a<35s0yV)JVxq0x1%^|% z&iDfhn%bG)x|Is_(&oI-1(e!5HkJ&TMoJz#CIHZFCc4Fg^MC!i0f?T{_FgaTCYmi8 zd%cD0f;#Mr2-gp**w|!=&UKT^goGzTb1>azI^?v zq^bD^AwN?GwZc1Thz${tz%azV!h9UN^lu7eTmHO&dSrrNWzOFYxj`)@D5)Jtkh)pbWYCU)F;+|kO$rV%cg zY17LS`VVK0CxTQBA)2U+fknnB({5Y~^Hv7(nFFv=!EoT(dQjP^GxHQ@lcbR+kGOh# zTwGn`6VZ4g7RkW^00yZ6@m1SW#Vl3G!Igr%$ z_G5IlC9U0`>C+S{D-+ldU;?R?=pmvDBRr~{G{ODo-bh{5&z7t>FAZE2s|THQjJvkB z(u<>OC{UfUe);?RT|) zqAQyclT%eVv9#pDtDv*a@t#-O(8p5pfo4 zwW%uyj=Be{^vW_B?coCA&sJue`hkH({;rex0{2Ftzv!=qp|PQEgde~jjM;P&Do*TaUG#T zb}p`F!63uaq zShz2h5LJ-!&jrU3OzbFeEy3WScN~XxQMCBGIzAyGBknXFRR|P_F2f1M3K(-RE+#}C z?bhQzQ>*ZRg0%~`a~DcAKWYE_df@Zt#z>p*DM4@F@HLaj9A=fJbdV7DntNqJ)Tic!)r z3;`w?pK-$xXt9IDqj6+p8j*fdl$F&wZK2@jYh;1?0Lm>{usRYmMiQwt+bkIPHSooYBT}zK9JBGQ0q5rz$5Y$Td`3;%N7ql0zPidFnofvDytOI#NW`IGU2rm)778AIYpBdM9?(b;C*F<8zAtIE$DHR}R2JXiYc>6vPhfLN%L|+xqp*kIgk3~mCwKo;4oqFzW=jDyM z@Evl#eyOg078x0dd2o~AwykXwp6#H3OeW~?mHzp;IhFSuQkZOENO@%;Hm6zSpy*FP zOH3eRm_$tz(*DTe5vaTG*Dtk?*g9cW#v%0^+xZm~0*ExY?E)x=I*#H15rRPY!F+4$ zCjVL}Rci6lsD%kyaeQLp$nV#9n#zEo*uqPM;w@Cwm6YBBx&-S;`Oh#W;n^!!`jIZl z-cPk<%Qa``A{bC?Qi4u%sW4r6Z+xZ;7Ce0T@Onzhwj!S43*htLAjBq?sB_YQa>RDL zGFxzkT{Jq@ytcvzwmXZKwj#{pGF#9!c$bn<*4jGL1qSjk*u^s-g@~#u={L}5iE>D+ zdTfZ5MlallgRMaom+Bcb=)U3MHuFNW5zq-ck(^^r!?8^tKgN6$VI53yT}lvLp3@hZ zZNJ@=hGa*4Ufy3{$A93P^86x$3h@2>J1Up3mBpGBg&Q~CqQEqOL+FAobj09!Oaz<4 zV?;9P>CNA)@bU6~YH7*q$i=f5X7WVP)HPqV{rRS4X6UE@6oi{VRA{VE)A=#e|CS_1V_?M~nU18ULd9|aOgKZ^pPX48_**f8^Ewhx z#J((jnd?92X0w}?mKMc|{p88tA&LDM%^taeY<*W37Z;4@sHFDA**l6#O18NdG200@ z3_E}?<2fnyh?JX7wc{}Yb`Pi%ohUX6xffW^*LHJJX+vL1FRV>TVKWHMacnp292&UV*mX#1C zG|9=q6WSQh73BHMx+Nw-FGv1|*#6vw`rZtL?3HCE)4-E|= zFJt)a8^C{3P^}nl&znCkfbqy3sC*>sOEBy#^|gK*R&eXTqs#R|;T&{uqu#kQ9P!d2 zgdW#;xiTmK*0z2Ip4jPy%}EK+^a-&Yn>_0vs?B`Zef1`G-ZteE0x`yBzH_$tFdl|u z){cVx4cqYU&;wGx*iqbXm$*nU@c0PvcUtX85s$X56|O! z!^8XcW08C#QV`I*V`5?m5-HH-^zH2!LimAz#4uwLQE`I}*`7%~5&83i@66PHp~MwA zonMqvE$4{{WLP-} z)z#u4Fg=Rf4!rIX=Ay-f8iAswKK1N@0qT5JIjI* z?3I9TWQ<1xg4uUaVz#F4YNU%#1nsP zLvcT=QEw=P*3~*CsrIM5R`!mL&QV{j-P7v;c@W!`aGn1anu$$iwl%22(*<2iSHQK3 zYWLRW^wNKo`)YXFKgxR>ZPxg-s0+7C_CaP|1DY>WN#rZpz^^N}Uv)|Bbm zFb{`39^wklTs>HtUrBg7NV;khUKMtavPwZBe$HC??b|hADKNdUFEsxEH|lkX+lhP- zYDyxq^+^B{)u6;6l&=JB;>QpP>NH;yPr{%Eq`wD7!dp!(a@Iay+rLw%#S)KZ!?P!1 zF>{Hs65{dj;h(e0|J)TS+!aD%ZZ%0U!UQsgA(UEi{p293qe%PS)i<5#l5n$m#MC)y$XT=cYGZZ+-l4D%G#Ln^wk>Jx@MrwbSqSLx0+L|M)W9hJ z+HWVQFrxODWr5G09rP}*{~zzBXErs&jypm~A|B@q;bs`MEgK8EIoTXQq^K6V)$lsg zg|ht2%WE@g)Ky|9Gz`CQ+fC+Z&aVF1Erj?p(m8nghyqY9o)5A%99!Kmd*C=+lb84J zyz|qi)BGPT`NytVTRfnFGoz)w&204;q;95-spkGKUc|y_PzKN%8&z8S!vWtN+27jR zIZ=@bKNI!>I6Q;P7CaDFkIQEJrUnrzLzCtVQAA0K2BG%nX089T_kN%K?BhA!cfZGb?05f< z^78l5vN~mkgC7BWYMC_6!6qNe>~e~ zGd|hwcu?x1l(>7p+?;GTZp;8$R@zS%ALX-+8~Lym4#p^ML$sx*<()~TB|8S&Wq$Xs z*)~|!Vr^>E&W!u%SA1m)CVjin(6eZgR6HCYj+?42j%lOj==BJd-rO`IEx=?D*m%0J~w+k zHBZ~v{!PnwrKMIW?t|E;`rteO!WHz=B1iLD7qL{Fk=h43p@Gz08zpMivWNxAt;f@r zVP);$a9eTS1uFE@hmIUMS4bc&ErZ#6< zMxNNN{Ockb|NH ze5N~~Uz}Am1BvjJQ-B=p$$DigT8MJOEod+h)jAP45hpFP(z`IRzq7OR4hmtkLZ**w z+D`|JgOk(ijMslN&?*zB<~0Y%ilXbCc7jgXA;LHD(ZWM%I8>*zs5m}M>+T=IoeR)*w--v9uAfiJ;=3wHW ze9v8hzfZ>fEiCFbo)8s}Xzp3Ka%C85WnK49eJ6+D(dyc3+@mWv*#Cx#l~2op=q{uv zF`F8Q$lzd@KU-@2ewe$i4S*Y_gi>8oW3BQ^c`J`G=HfC#LyK`c2lnmjJ+JP=(VI7K zc2_bE!GL2ZD4t?$F4c$ebknYg-~Qb#=TB(4CI3I6wbj06&Q{9**$BBZjD|hUpKqiE zOA1x3ZuF-T?Gp^GzbiO6m{z3%R~2PtBk$K0FK&3(T4HCo;qFFt%HaZXl>wMPjZbiV zcWMbBA$!AysZ;N3l>d&<9M=C1^$me9-{*~$dTnWG>9*X>g>Id0xV~OqnBQmHThgU; zYOv~|`QfXy57ce@z1shU>^WRs&X)HbOjTUE&7Z1x!OLEDh(~qjL-oA84HO?Xa-?-# zg)^Pm$Jt&~BnIhXGb4(&NHna=po10}8^8M4=Vowp^dg$|sXFZaobUN(Dc8!F)a+ty z2_lBFL8KdO%21RqKo8lmrUw;1qL@^Js{oR$e=j@*F;Tkd276MD*d`rH018S$mm~Hr z@;QH0jvwd_&nck)2xZRDQKLS)Io`E>Gc_gxLOkfs9U};+IKRJ>)(x%y-z1pkTA&Sb_gCHgera7_GEsq*Xi7@KpaN8w%?j(FGX5Ho&Aq`}Iq> zq72ew|IC^U(w(|p<7&-Vckpk3c@9H_P4w>#|)dJm|bf@2z?BV zMwCY(c!kPj=+cP$4Rggr8~*o_%EAHM5UgOIMYa2-Cj|a^J=5r_>gxH3FvuS^+}1NS z^`|M`>B${J#Il^3k*c+S(_V77n*aZ@ZY?-qN%*PF6KAM;znkeEAM|}z?ugv3=AEuj z)@w6M|Ng+XaoK+;Dh-g)=(8>}8dZE8M^&n>Sbr-(Q}JiSnV8=hflr;Si_D)l@xO23 z-*b(PN_vm+6DE8V#1fiy!TC9VKjWMM2%lh)>Ax%$+)fqReJ8yje=9v4%R_InlQORf z48Tb|pRy^-z8h}FD}TQ2ftK%P;A~yp448#2#5Eyp5|v_%8r5FFoKB?#oiTss8$Vs#o06$yb7cWBJg?fDoP)`VVX`Y z4qF!LdBwBPb6a)1huX*O^WC$87VBo#z50H!=KDWrFQ@l^jrJssdYqVRy|-5%B1T=I z^<|Kv;w<;IX%|CL;lbou&@H&N^!>Ycfs8*u3Ft|UO<^bsJ5FyJ(M~baz%rDR^Y+uV zQ5?2{Zq&{EZ_DsEaxVU<_%$$;0sPS~<_A>3e<=I=+T(fa@yg0UR|2PBn{sUv#ue3* zqMo)}^g*NCFaCz{1n=w@*@N%>ekC8~3W5i9fFLpei*__08B$w$j`(qrfq`#-?frRP z<;BHog#3?!4D!WXLF14es;a6IR%eR}9??^%2Z`V2pg~c+ZyOHRIY^f!c=MCSq)9Ji zjdg`2Gyv7qFcpjH$UB`Cc!CPdF!7d@xFmBFGJ8tLB~}*S^`T+{c2VvR|m@}XZ6Y951=s{cl!8o9~T!l?Ese<*IF-JWVfhcaoNr5t6#L6>ulR# zUH3als4pcc_M=(&d;~o?#$~NE_DO=zvk|u1XI-nvqvP`RiZpBW%v|N2o8eXSifR9Y z|B11B6|_yaK!BZX_Wv!|dDi3j8*k}tCU#M@=3>w{hh+9fFHPH`T?*)D@;<*PDl(zw zapT901Vn+T`Bt!^-ThhhNK6GyuWa}1*)s|^m0P5pNcsMI?ca^uKS}hh75_28sLSA? z3xco($ezEA@n|l9K6DL$rUAdJ@ic6+40YYHjtQf4*MhwL&Zc*Vqm_XKu(e?RnBrH| zps4S3F3$r%_;T2)8~6<3Ys34!zw^0u{6-;MA75i#uQ^q-&=Z48$z zT)5?lr}BTuEdEJ1|F;w937}KtoeLMp{ExuGi%VYWkJP%LmGWa=ng3T^U3c%F*CS0XFSfk=&+&BqNqI-xK0evH z!EGacN1J+0fYQrHX8uQ>Hm&}=Db8^1zG2@kep<0|S(s;WBtd@Dr;1h$hkF>?PoeHCwihENPM$j#hz^=c!AvT1TT9V5Jbds#9BM!| z_x$yX9UbpHI@ULgnC9ABHPdLBvGFy|Rl1)H5J){2^WsngLiz^#_#~`-3As`Jy0PN* zb#gy$>7%rB{a&=|L)qM=7oD!H=vx{4)s2d5$lbc~+{!+&-F{!&u4O{5`~MiSS<~^n z$dqs=GN(-LImsbXArL@m6IXM3CtQ0O^L)@7(vcvv(s#B5qJt_aGWqc)_HV8w=FA_m zKV7GH|4&jNDUnmt^&7f|gPD#(LGOT9GCnTv+qbWk{UBXVrG?wK$8PS^SpW# zLIlx9Q%QYx#piXnbif1go;URH2w4Vo%W+nTex`f*2)Tqnt&Cl2jGmERwj5O-f5;^=>b zWNcm(Z*6e+c=^nF%ZvY4apBFnyK8?fGIPHE>&AlvgC~U;96J{IpOqKdQRp;`vTm%X z9jJ>!(UGdPP|9qTHE}&ZZr;Ge=>mZf*Tbsu{ztOR1s{*d7bF9oB8&Ws+Dr7`M$)S3F}w(HdChPn#k z9rA#R_+OPsOUQiwM=cE2wU9jq6sAPczwq-6u^jA};=p{ifahv|zpUN=v6N7lI6kK> zJ3BLT^|(4-Pysfgb|G*uOgG$pMb8_zpTWBGNy^CF6eu_9z<);Mtfg{z?bYLi7PR)iwFdG+k?W|$A1Kl1>nys$r> z|@x3o%U$V59A1_MJW^%rP>@BLv&xgCr)1FR}{?f{^Iu zee!U3zr^YuM*4)eVLDZ|>o}-tR6Xe8Io9lO^agxv1QqwKvZ=9BbXT$Z{RF#*)-G%( zl7q*lV-2nFpAHfQAwiA7yi;Wq3s%&&ANE-J>Ai|LZioCv8sc)!#*?bAqFpFb<=Rzlv1m7UOuJ z>>|)-W`!6onC&;@uDXm#j1eDPBSYn)ehGR#!; z@e32Tc3p?;qBDIBLSNPDaX1xCoH)^hXSp=iehev51ma)el%*(YWd{gSCNN+44(vO2 zOd5LlAo-TL&B(4(+i-c}U-st|cGVoF4Se<62Zzp1-1xT3bJ}>5{b!thOm{Q%YZ9x; z`?i=RdYCA0te8kwmj7M&A1 z|LbdI96Vcu|G5Hj8PhH*O8uX|DxTf{c}#yVng7o$iSll^)+7?c339?zZ(*oWH!9pe zHt(o|dJ+Rfkufuh;s_2$?4d5VuV~m7Nziz;r5o>7OpG5xPw@+Te8NqEdep%II)@V; zKW;}hTaVyu(~5O;dc)y%gh;Md}YPV^qYq;QHW$HSsMtDcu5y@VB(4=`b8re1eD`G)|bK zn{%tde7`5{EmQfwXg_B*svmOfrA({Sy+gkTipkcZr60YzFgp|T1UMLk#cX5U9*6x= zF{$z2tYh2y_l}&YI%$B}37yAp{u+8@#QaXjW*VBF*pxir-Is$Wb-E8dFvEX@i~Z)A zlJY_7cDqwoz0{#|zi`9NrzgZdZIJyP*}A z?4n-xv++lzaNEL1Df&9XfuZ~&0;65)d``}Gd++T+0d;nLFqMj1cIDl9W9E^+sJ!@1 z-Pf)llInReFL#3B)!*@4{OiFJ1*woTpID1u>grV5j*!y2JnNLiwBs+Qf^FQl_ZkQO z`}lFGaCMPaz^jR4-agkCg*O;cJ@B0{6qPoie{Qo z>GSG~o}TR_w|0Eodd=C{_>gqxjo&}KTQ~UWNa?nLGvhoCGsTU0ZFSC%lQiw{^Lg;{ zkaqP)(+BU5{YonTzVfk@z0>2V|5~20A4_LzmAT9+n|3-@zf(ftg6{vUS^JW?nkx^_ zNcGl~E>b;VSpJU|;A36h+m17;=ARn2=rFm~lZc-z!G&G-fpnbSZlg&ypM1Ob6BX-% zX*veC=;d%Pp_3_aNIPI%T5pSG(Uv-}uN6&nxXh$;xc5h7M*&0Hv7G0)Gal&jr6I!0 zVzd7*Kr6ow#yo2ke`e&e>5}Rb$F`RY?E5`=#^ir~8Jn2~*t%$cY~-u;na#@wZQiym z%`U)8?NeG}VzG1MH8p>|6^-@Vj;!czYhaG{^kpjb3_BoY?K*bb-{@*At7% z4*eMX&ruxP1}i24kQP5-ylwG=*#lTfBk=C~dmLYNXEGd>ECc_j3cQML2^T zceyk~@pUxQRv4op@j>V+yf;9k8O-V&xx&#=P0Wu&VU?$#39d_^5yRlpv_pg6&$#;B zch0%7%%?MV+fM&fPs*nZZAqE%n!KyN#6$1m@*)4MmIv(@W73%G)v~H{io$0lL&&%j z47o;9WAOyEQx$%yOODut@hq4iGlROH`MFKCn^iV>l)kI4mfg3c6oWp z^M(#EGZm+JgV{0o#0d{As`dquNDc5U>n)rHPM>(dY;UBsW!YqMwD zD~HzDk&j796VA?{dttkRTz{Im`49msy`3BL{clo#9DtOX0UyFT_}o54~cOZwp^DW;r=X$Ke|wP@99HBDFnEAPgizCu|SFTS?OK(0%=OT-{Q z`ekPDb;u#~Z*MZ&j#zxi%J}VW6~d+s2>O6vx35{tcEZ>S>+a=lzB?7fP%*}T_8{mI zq>@k_?nQG}vQ!+04Yd_V&`=Sp#h4*6F#K@$kqyme&-}SS!MD$SHLooJ<7Hj-yFN5c z4*iWDjlb4+?awN?NGzHfyRXsJb%0++K+7r;3*YA-P1Y(t|Jjy^73Ps)-om88r{Z|!6>%XND4IL-czlfC9$Z5f8C z#72CEh8(V5+($3p>5=AK0w$7g9MN~*yz;E}F0ViN>C^2m^JS*SN-69bG_8+F4%R5C zsv7<{Uyy+7iq_1TZD?ByUzgTr$l*Q0GK>n?6b!B;vGUsOvLkV}*!H=IEcM`#Bh4iq ztu8f`Y=Q}~um93t^n7ix`LW;`2l~_VD$-D*Q`W9kq)KeO?er@nTGB@M?7%+`Zy(LJ z{?b%vv)#Cx*SxwMZ$0Dg?gdp}Z34rl`~B5w@0-xLq0X6=_4U;V1Bz+E(4y&7-$zSo zVesOPv}}m+hOZv?%lSHI4Fgb*&~+-!^GG60Mpyoln-uu!!xpstOU`BIH$!dVoF0|n24AtAm*cDRbhGW0#!B>@*-hPEsTlqVm5(~ zs7K%tZeO(;JEigol_^KWC}lCVf<--KzJD8Gxgq?868t2m8!Fjrl)hRCNWc`*VVp}+ zv8t~3*^fTJ1MHoe?^>=@a$6&x$p;TONyMy}4>gVz75+`9&p%kA8R0^zi_lq%zX2R;%_5Os!qM1MZOafbu7FvmN14JS@;x?{Oy|yfpa|nr zSJ?N@+VLzoIYDeF*4-LRCYB;4N_icHUk~kl6aNhH`LeiE|LvI(RsO}AW5;#|=7<59 zE4St}MhtEl_^PC+u)NkjW>&M^Zyl0bjF}qS3c5tUYfA)t1!IAdsCM7tU^2yb>OTF5 z)jGJBia8cq*x8BUNMZp=^y3`umfzXZmdI96SMll7m+U1gEo^Rw5E?Gp$h=$JDG2KU zUqnI$M>@3YF-lCYWwJsu`>Zze>#DeKkqO5)lno!T{FY2^*h*(V*?o?2eQ@2J!l2?= zXGVp-TNanHbAF|CO=YXSQZOM2lq)t?z18Wh;n=m?u!Z*7F;&wI;Qc3pkB^eO|5 zpf<$A6cdB-Y7tI$!i|e$`OE!k|JsF8k!901+`WBi2zIj%;4fslci&HQikOayc1meP zUmLlawX@=G?=-RrqVXspF|j%Cxj?W3*X<1-uM)?c_o?m})1lQ~UFnZkYi`_j_^Jr&=fbrQ#8!)GjURB!WE11u)-){Y z*M00&)`--dLy68&DZh+1PEJl@Dg%Up2z!zQtdw~$2qCqI#$w);*SrJJ8GZ``=bu&I zHi`yg4BKiw>ppld=-LvAp7;XcjZU7z178g-#ADc-viw4s!Sk}X%&tL{gyY3?n-numr53@DAGMjH5(~lgF ztGW=^JF@lCtalufSnTKYX@NPY@Y5DPcj9zMuicl}%o-tj2;7Fd*qodyn>zo7c9Vjl zu<8@o#bms!!7bZWVwy3vpCQX{jV3=?xzWvgu2=bpA2M6}SvmK4oeSAhOz0JJNhq>M zZvhGRRNp#+V=4o8IWfkIY5``}_I{3Eguf*lcLv=(*R}2%jRMLDA5?sbJD{pmP*hw^ zT5*<~K>#cwnv{fgi1wsy)?Sw9ug*F(Ow69%@H*bBwE0rKVXbRkV-_I16MJenju)vj z=Dy6Ies{}ZN!OM<*NJ4*Ve)*ah!EBB0EQWx^p`Iyq$Qr{bUu^mO z;`^d?zoJw6Y=1iHrd0(fWYy@N0{Te|bB*GRg|m+j(qa(m6p$~^6~n@g%hA&{Tl)6n z5EuJ*At534G!<)(^U5$+&_%RydeE$sMTFE%bI)A7IL}?=QQdUjz@+NBbMPt+Nm81@ z!W}Pr?!tvR)Pme-U0l|PF(gwt_feQ{e|Ey}QTTR-#oWW51Q9WV$ghIzw ziB|asdW;-8^bq^C=|jwPzcIND-f^Q|+_5{N`RiMkG%xiea+%C~_jWtRU0f8j@D1gs zOPAF*zZcU7^H~i04;&b$tbCgD%z3z&VevFM+1_%+(PPKfVbezuJ&kqgP1r6XtHi=J z=yE;=&(EGdtw-^;5xwmsro$lj-p1!>Zrk~)Raxba>(x&ie+*Vs+yw4@!MG#(LFZv{ zP_{+Q(caz`XizYw4%_X9hK6cT*BHZGe40tF=>4ppenGFX2M<$RMOn>2?u!Lt!by_k zDwj0Y>~S~=2D?C!fgD#aFM}r?IbuW};~@K}Z#_x{<2@=|2hNWk7b{7zt0;pN)O<0+ zzP>%fh;GqLv6H5N>*3)(^RD_aP6+PDY2-`ZEaM5E5X8o+s^*vU-06WQ;W=2HSeB97 zT@(#R8DB8LaBJgF2epY4Z7IYk%uTyl<{Vs8Mx(_lEiExredXfXm1nP>(gr+}Kt|Ul zc?9IX<9LcRO>r+!P07hQjZx)j-LH3mld>K5m!=-OXHtYFMiqk){L#D_N;b+)O&%qL zAtyD)L19J($P|bcCrI>jZ_q}Wj1ySI{L8Zn8jQ#9z4ztmS6SUxw>KX^|M`}HIh51=pHP0Qt)2#%?a{#7K$|^d<)9=|0e)`|6)Hq+2p_g6=mBR$6-1koeOlv1XQNI) z&efO!H`NzQd!9Q-7fJR76`MX_5OU_Y*w~3Eg~k0TL{FcFjC*Oc<)Vr!0hl{|tF09; zI{IhHAj{?qLpuSjRZI`Zx#PzZ$e|9Ph&5xV=;^KGIoucy7`;g4AHY&Q&(1zYTb+?i zIiyR7zHhVh<1MO_KF}V7?ib92=E{$8~Bopb=>k-Km(081V30Q(22j!Mv zYSB|hCV}c6xYzUWC1yLi85K~E&3yH0a*}It;k=H`-cOIqA0z8J$+>Y-Zs@Wku&d>h zWP0fgx)N8yE)vuc7 z#_w>VIc(B|daLoWn_nJyahgeY`af)H?1QmS#8WJv6CJJF36e`ytE_-2ItEOzSvK__0Fi6h#&eQG}By6Hc9K5kz8FcPzZ0PA@iN7Y=tz_Xo;Fc^^y5~E^PfELut?glG zpR0`01%uS%4X}~dRWP^rxkY`5Q4oN{6*JHP1>K3TQY<}UrN`4UuS>0pZdw;UV%o;Y zgm0JXegNyQ9y^xS#U}OQw2>a{U`A#(h*xuOPs@)*MF||>XTLqd^_TcCVqt)c(#rUd zk=RMD3!HzMaipu<4K>zrkj&OG=-IXF1Hxpdo}(H3=BqTK{=$h9_h=BZkPd15?9gNw z*MliH`F=B`X>iCSs0(3cmEQ*Mr|lXlI80&0R&l!Ig{{=Ime>33mmZi~&V=o%yQfND z#9rIfQ+1PqZX{B=kcEMr2^hMxV5_OBX7Ew0T%%<=p+^K*V{imFINcq;Ie(T+?eVvZ zR>XMQHBzn~2A}(g5>FM~W(p|~jSymo~Rh+5@akk zY)B=LSQIv*VBv@pgz(tmGp{}Wh~N1q=Y_4()N;71+r%5h{^yx%Tg1N8ojk0P-SYg^ ztBbsQiW?er6@^KFl5nti*2gU(=HGbEl!wzp7fcV1A-b@!u5>^7^hxf1bRC(AiF@17(P#v%Yg7si^kJBI0iM#O`0BB%sYkv;+{_92-APoBGYF%^E{Ed7cF9=R{} zhiK@sY#5sH5Gx)AitM=_6;({wNrJwy99+dt6C=XR=muiYmu4mf9hC)T`zk@y;)~Wj zJ$nyGnbdX)nl%bb^Ny%s)%U-SD0#;q5t8k%CNv;{5Vj0=q6) zx09UmQGbi(w3?hk!61g&sjhj{;Ual{k|Pc>T4Xb|A2RlGbd};_Dz28VAA`U2>~&^l zI#36Sg9o2q@63W_1yNTh;UY*2Q<$Z^%k1&VRb+LBuyt%jY`sT=-)WOp)bn3N1Km%c zBS+jbXzxfy7BT4>WUw5$*p0c-RrvU?@u-BEO;1TV#JtVP?CG=T&ZP*1f*n80Vh#Eb z!$?zIJfD`f-yW}fQKeq4OP546QMNogk@K|gHf$Q#A6j>xi~7!ltWAUq;^(+0r-si! z$mU_9Yim2Yn@)zKL7>JpD2%C8PaARD$CruTe%&e{3eTkk3(%RK7ss(F z9}>}`s6Kpp6&I7Et%tF|gQlOQnv4R{EPZx932QxDKn!wIZ8qbjIbMb(mh#dlQa-3{zoIx$|U;p(DT3&|6LZZRE-Ex)V~KRRL

      2Zm?R?50gE54Rs}sB0=GY4!DEyDJ1FYW zrzPEPf3vM~BKl!66~|_(xcvNbXGxp2-H#9ma<7PXBPtwcowSZ!#nYc24y%UWd`*WomuYLOub&$5zh!;z(y*yF4)6Y2qCP2;} z0S}+`^$&uu z3oX>@pYr056&`s29j24%8pD(4{nCC$RfLrN@g#-C9h(IUQr0oWWnN~PvDZ@_RwhqV z&quRY8+$MC+`pzbM#a&m5V|`o5=uCR9f;zkE#5vCl&7_Sj1RGrHyK%{+16K4F&GGp zJ3a`Mo=!>F2G|WU9y1m<#m-lmcA7;G=@5|z-0%>-Omy@N<0nXXY}jz_`{a^`PkY^O zhYUi2bdLfL7U7!1#BO`M-t-opp_Dr%`3R7D;&)`FynnH&IR%|B?aGRc8?{c&N=P;` z8-|EQCAqvMPD~_OUh0%t=;9LPH-$}BMe+HhM}UG*bz7y zxorXScu;M#e9g|IH+EK^_W<#(-N0dtzu%-d&^s^1D4tc~nd6hU1(Vd#rWQijdi;1i z-*xlmI6jy9injqVyYkXr-Dqx_lV$HX`}j|v$%rzcwkSG=Dk({!wvD>@meT>yO_dC( z?Jb;ej%c>CIx1ny@QOh5E`LF3_7WeboV|{;9d3z*&a-};gbZS;c{2UL+{`EHMy{@7 ziEerK?#-U}L{2z1(z_PDcrlPX!<>kyuG_+gZtDP^a%c!T|=w{98!yg)-Od~nSowr$=lJcq(2soL~CKj$T` zjeEIlv(N8X@t4WqRcqE1@n=g~--80!;z~p3w+yZGM>@bF5^F66Qet!eckb4r|Zs_q(sP z__9#5&{vYA-@JR5kItvKwDe(=N!$sg7Su6dUq$%k?*WuW0SG9O(XCYO}u69Wy>I4=a41)QkQnr@g&m9$%1U63S(@d=8#S?LL zT|s&j?+CLfN)Vawj`c(&f54uUwT>h(@$FHM*`%vc9dm6T;%x$U!R4TBC8yD*4xc=E z(S`-HhV<(C{^-RcCsY?V15j!CbhW*Hunbd{VY~dq6cT!CL94Npc0*bdy!s*lnCf&l6g-#e)*$s4SrP6DBO^kfnmBxvTl0=_e=0KAo@g~eERD@zHT#T{Z$ZB zgyLee(7gSR0$b=>&H!x>lSB4DUO}5#RJcBT z_)yeuq(HLz-1Mc_wXb%LxKLVJ8b}Z`y){oR+#ZV&QRAbM^u|v?(4gI_$k67Le{dZt zgaq+y80`VW3?ydKpBwnc=fcC`&EE}M0*V<=Bw&4x?0T|#zTI<;FxrG2-#^}>eJ|-_ zr?pEDL1aEwW5Ny?kCmIKElsS2DJN8?kEbvk|KzZcunveavkRN3|EmJ43V17L9A z4Y0HLKU+aKI4&ji8!?FC?iJsY8{{wKu}r@(TL8SQ8sJ0w(0vU1?hm4Y-B5LdqG2eJ zdeo|P0BUBHRp(xEoB9Kf)Oae5+IjgEwF7HAt)Z|LWegR;ZLp(YL4qUwF2#kOgYjBM zXDd1V3i~|>$!&l{1jb6W~-7=t5cSl`)(~c@gT0(tw`7?kW!6_ee&Lm zfX87Pd0Qsq|C9^sVLF#F_;wTCh-v*XV2fy}Oo>UneeM3kq_la0hm()>c>{M$V|M`X zEa%{aJ~vUfjGZ`91l#}G? zH?_4U9DfHd`TGph6manYE@K@I`>zvThQuL^Ri%eMRT!3+#!SVGcuK@Q+`6$K?}B?{ zw246{G~C4!o1BGkAC1!$`zMZRI8v;{+l`#nmT~U%<@+dT5)}kEtD|EQUoO1Wc(Z~i z%E`GtDL&!<*8;FK*#;eJ?cyKoV}4U#KkBp4oIzWbj_D4Ba1aqqR7nTe zh9G-tJV#8cg7oKbhV|IZ>@{G+_V$0j?5ZY1kWrpvS1{eKsRsI%BG2@Ie(Oo;FK8fh z+kR+?_y@(%LRAR+^Z}S7rL85-mGM~jp$GyiM7bdPcy2%5fk#2raQvS^hEImqNU6|i zRebsI-1k%&WY~NJt%*Nu=jX<|ouX{)DJDJu*qP<|v`v7Fe7tc;1|plCQ?2%UNg;x0 zU*Xs73ygTgyvM4twGsN7vO)(1*~|inNIAb7xa|bQHHjC<7v^L?$3_}m(ZGN>M7mlk zPX)qp?OMWKtrx!$eSr$f_j;Q6PlO&$mbUJ&FJnP)DMlT4%%tUpiy(x|+`X|Npbx67 z<)~#iI@ESTMj_M|OtjtE8NMwV*Z>C^QSDIhj)bg+G+_77Km8TiVgvw?ig(22#un)m zFR0#O-1;1`F@x!B`wiX|4f!IeqEj(9l~bchL&0Miyh!Ztmg$^pm33N&cd^ zX~4cVYXk<(Y?*oHys!880iUo_K_YA5KYZ$nypELZ4g(M0B+ZWAVAcuCZ+B z?Kdx3>Xp<C=;N#NBIZh#)0_w__VERgNuQMMH2`uy6B?I8w$q7nClQW zX$D7Exr;g?xBZ5?W;b)6&MfW5Y1%Yv>e7xY+6Bv2a{l48ue(B*hWt!!SeJgikk9cO zB3MjOLb7whW}fMRbL-QOz`KxJqRs+`setVWqz_O9kyH@upv4c9(NGlN_c4pqcsM`%?58xXH?5%HeYHzgSg48f|7 zi0;VCpR&7k!P;kb9oH*IJDo}j{y>pW5&&-(I)<2TSkMnaZjmC9>V5ehnhu7t4&5L5 z=cs8qvC$E$Y)Bn}j=91!Do*hjTDcPu8vNrR>9v)B_i(nldlIy!Nq;=rI8=PpTsXo&Gqs^HeA&(qxWOG`@dXI^@4{mQ%b zb*pl_=jiF{FFRd^M-B5O76R>IrR(Cr!(m|w&#o^&QZKdQ6mpSO>(-4*)eXE)Hl#rb zl<%60nuaSKwrA1Ou|W)!3SgE8Z9*+clCYUAW$tnvCKQp1^4{ZgnQ71o5!3o;Crw!;e3+jT|}jVfexpTP3WPA| ztn~gW&=2d&iGFzKZ3pF&K$$=F%f=e^>DMnC*Sn}2j@ZD{Sp+EmH&SK?qHDW_rdC-^ zIXOAw*h=(iL14w>#L~q@MMb3b5=x@9Eq~FhkG9vf%IYaBR)A6kqj6z~{%#9qPBSiC zh_Ga6X+u})t-f%UGTdSwu~%2_7B z^-@C#(|2fFujJjgNF|dnlM>1v+N{lKvV$gA)K%cT5E>O_#tGmx9oKc8u04-A(1XYe z(6C7EUK1nMN#QrtgdIqvTD&K)Estr$&N7y8oErUfG5R84yq@N$g#GI z;YKU@{Z!^3kN-)oKOO}H$}x0|>7$-rJ$FE=CKrkd;u~~qGsWDI6$29!5*{F?r7|x? zSn%ws`zU^E_^JiZT&OnSZclXBn%Ici#S$}j>cnRn*QvKfOtM`$OgD#u#y}x$Y4+-% zM-759;W&%_d_&gx&x=m(_V@0(TM*RL+;Xh-0Tr9%`gUK*JrX^U5FN@bNJ{bSg-#5j zjD2;>I=>=8iK4BAOJ7`8Rtr?Ld7RP z9V@~o#$SccHIX=xZ%xjdd9J``*Zk0PtGBQE{C-)CToefP!cn&yZ+{?Mg*nfI1*VJi z4-8zz-QN6C%prkNmeyU7LX=Plj}d&I`?4AR5lWc5blhg9rbCsLJ2N${E$NLdz!4yl zUKF=nYg;>;f^UKC^Bu;0-g^OeAHiCPQfW!fPrBd;e3SMvNY;d4$c6xaML=wwTVC~( z+p^2?>D}VuVH^$+KXzQs0hFb#Su{Y+m+lu|@E;^y7?Z8T;BERN$% z`^XM5W1sqmyAE5f_5LbDw1RmkDBkb3pQmLI74w>qn@q1pdgPnUWwBuL%rm3j{RX@f zyBA=J5A*I8K&P3supCPE!k?I;KsByBWs0c8)EZR#792g=pN_yWBOZ}dO7HET9}Yp)!4lV) zKi9NHt88M8+vI5;FZja&!2gviR>bOE7)A38dJy*5cBw;lNrm0MGWPrm*hdtu6ziz1 z#sZCVr1zmufqW2?j+Wl8uB%lZbtrg}u1*17Tap{`T#&W8W$jp;TeGapC)L`xvFnyUk9ou2$0;Xm$T@tIM*sXigKm2rpgTA$t6W?x=!0FiZas~* z$3{07>pHOWxA6Og<-MXuic%QdO~8*+JcQM;|G|Sbkh4ebM`JsO2m`>K7{+HSK@z@z zm`%;1HnC53oJ8E{dk*l(0`|w;(aPE5V;#MOM<@ktHtJ>p6@k5QM@5$4>DcWgNcl%Z z*hR(EF&H4^qK47jmUvVtvSXGOs_o`s0dB*m-#B=BDNIh%{PdF+1E6beQ-VOC_Ew$z z1q|R8T_d(nf;Hc~*Uoz9`Taox#zegc@kC)Qr066T|M|QS8K8t;!mNw;W@zZ3a}Xqv2Qro zqAOOm&$bH7Tg6SUGNR^2NU#!`g3{4!YBppRYma;&0?=k5N{KCZg0?=AW^sgn4curq z@?)plx9(63+~urMg#O2)UBNL$bC#6iPCXgHtDFmxDr72?Hjl8fF|^wG@XY$i_I)#I zc#%B()qIbX9vkVPcu063gz+l2;L;<&6T&&lD0Tf=w$C**|2r8PYDmdmyBKCSw}O~H zSV6&c+qNRiCJ^SA8sG%pY$cbP@_h}I1xjKnI}MpWevfL2t2U5bP@(N|6H>b-u0IkH zQGh$K|FL7o&PSQ5;dU()kzrrk;_98}Ka-)&`9EDhHA1>+*%-N|Jz;AfpomW?Nww1c zA{yVS8&m1-(bt$xov|c9F?_>)VycyVqD4V1pFdUVGYm8Wka>2;nc>s12U>1uT zaFi00ngs>>MHoez8}a@zXxam(@s6+C`C}lq;7p+>PFTWSQS%MPpOs&qi6VD{{8ul|d&Ewh_DRBZFGVhkW>7uXl#-Hw!D!tN7`1yeBhO8UP)a4bhU;1( z%gv*^VU$h#SI>V-{*I83L9&G{^X$5DcX5U{u@VO%L(%rGu`uc_OJyg!u%nuv&1D4#3^Bj?Rs8JNF8RyCcydyyKP=?E4E2KC&xe%0*w!>Z93`7dClp z@A*_r4+F$8##xcGZKL4faebhgXV%{&s{@?9;IRlu0$9}mGKE{Cf)bN{7OJXI^O;@| znmnP*2GY*QC7O{UveBMi7o8|8KXU1#w)zL`MYZYKbgPT_2?z<*oV1Q+z8!F*y=~_a zt!1;PPxmpOlm0y$QSRd>X|v4C#Kdew-9Xkz2u*aHYCuZ(~&{)ZhpWaTVvP0=xBd8(5O zH6zCd`Z~^h*dLW=4URUZ|1*Ty-rwH-#bb~G>_i2cEl^MlK>?EsX>;sueW1(%%tB_f z8ZSMeHi0QDk2UIoL21pf+n}+`>aOBYFDAFru!?CG(lG$9IFAP3VGvphb{H$fW$WJHk5a1xcM!yBn4;Qy z-Ftu$LXX{V1-d(NWqytun@d}mwfo`D0y z2~>k4vb!Z3GZaA@;+>-0K|*O0;yz!T_eke&p~$9qGnc>(-^ok;Qg1K<%AzF^bCdH_@Z&qOhzW;QzkF30rt+!`aO~Vk#3-)89x& z{-=D6;DRZfXnKWW7N+t!05%l-sUzk zeM~|dvN=SSLC2VCen?5m`(r{5Vcsghc<{D+KY`^%rF9eYWFEZ{KhjA z$_2XYj^Sf^Vf}W8l3n`R@o_-s8mTJo?2#f*0{{6F6~r)6g#%L&V*+xZk}sd4_bf*QTRPVSeE2|sHqvl?n+=}F}A~B_)eLgUKjX1fmp{uz6%+* z?9NIz1YGLs=C5-Y^kM8X14jr}B9)PN9eZx)84BeJ-)<#~jOY~vLaE>0nr-na<)EuQ zGd=L>0(ECiglG}M28dYzQWUZmP5~D5Lm@g zqy>0MDdrhJ9n1z%YBU_-!)MkwgfuHVVi11`PdGe%SXF)5+f(5qyNcW=d zB1_suy!{ES1x=k&kG9`*jd4OM`*)ie?08dCvk$L#{-gjsDa9{HRB!X$!tJ=(c=)fF z>rGxN0Um8=Ezjq@O?U&H?+oljhO0}PKUWcTNs7zQ59@!zqpHL^5)9P}Y`cJX>w`no8$yqa|P z{{1y{v7kd{L7A}s{Cqo$K1;+-kU0Dzk#X4FZ%4lYf%E%UZo4H%RiEWviq@%~U7 zNYqL%L|)#Ac202AWFp?Qum*yDRh{^ekG~QIfDj;@;RJ~|evkgzS?fiC1h>ro0rby8 zuYpDe0)MIiw7C3B)jv|sDbU|Ujdu>~e*6X^NNt5p3e|UD0aLRIA8{G5V zukYW(4d;z*?WT$X4<_d_-5gS;T5e49HX15ITo5rR#l;m| zg=fC3zm=t_X$%bg;7ObJ0X5QxbY?roqW7=X1}3%Bqlxhd6!xVCrqnE8z~L&b{I3Hc zine6&naw}wpbjcdjVAq+#`xbP9|*Dli56{D)4j=!!q@=PL5%cpbudZmw_z(0{R+;X zD4<1Epxr3o6S_EyM9lTAKbc`5w+}l+gp`Y%moZF`tbS)=_CFC&Pv79i< z1>gX9BA9N#2>^yRH$yAH+#%6@FC()1Kx5JrcM7NK9zCM;z1n2#bzqe~fO82x7hp`A zmW?nr1MZ4vlqhyyA0I4cJ}4pxbcyIl2ry|C^=soVFPONbjK@Hw&95J>rx%TAe-l5O zKp+eiAk@5)XC$;#QYj%pIqYlxV*iYeMp?9Nf=`q-zvNUt{hSWO2qqoelGDAv&FrYZ z%r@dndtBd7r!GX9T577QE+^}|P*$nv8}~aF@#~nr4U1i(>cNAc5q+S^3TA=_VmLi!4FrLNpEfSmh7Or?aOhCEAj-*xxQ!P9W)1+Y0#sV0YV_J5{}zhamyWdjbsEI#6gf=RS~JFsT%T!5TtTJ zYKHl2&9JCWZ<_o+<#eN9vq%ccj1GdR&iiC*hYyFZm1tXqw;@uakvi9C@d!Lk+~`?d zo`bhhFCGT9pf45;1uwsWJu5BO4+^!-a|X5mU?-$A-w61}RSO9TaZty~vJ2r~jM@Pl znc4{ns=VQaN$5v{J>BX$AONR zj^DE1_FKv3BKPF#d5+nUm!6+8K_H&6Y18)gy@g>0U;rf8ajwCvGR-%4xxHdvk8s1J z1$dUTE!{1A|Lm~k_x!3v1y0cwIjKxDNZ;;7M-04|HtVX^j(;UTg5hGJS5(3@;LU z)FGzke!Al{Tusd%rW2mA|1?is+&5NWDj^hfq5&#v1A}*H*P~~K7q6k^Pl25MBLFrq zIz;1{m{Y(Da!+(96ow5Q>P^^9{S&slLXWAMy7mjd-b-3Pu4-?;l7Dl|%?z!*X<6w~ zy+->542m8Se%?Z@tVe;i=E(WlvwHXIwdM2ra}mm6RUx%oj+cT zV@DWZtyt4oQc_~IXi*?yA-K8h7}q6B6wGJMg5UB-bTFn{DQy|s2!;6;D34LBmABu5 zd8QA@yCgImA+n`#ac|7S}bb+u6q19Ejif`u_l&grHb35b(DT@dABa( z2Rr11AfAa(VL>7BV^0*hVL2*otf~vaIx=C23_Be4eXO+p+?KC_3j)8puK!6hGF(OF zL#TP*DOxS7+S!eXYvGEhApTC4(AfFP;(L07JN#&@p~7M34gYXX2T zyu(^`+6M3Z{&5d{Q}$QZpLjvNO=w=n;}s`k!h7LEE9|ZKL9pK5FfQ~UP1L=T9%D|Y zrlcHge-b{mCAU5DPn^UiBmtR!Px;-E@#%kaM}V!J-5aKY*Bt%>h@jl%U2O-?$e|}` zR}AORk91!>8KsYI@LoK3#WKAQAAGsR)VKe^N4IcYpUpqd^jts_>A*Tw)>tPAB2MXGM6N9bIj>;`Yg;~M&Ry%hYo|vSBI?5ZjT@c zcLX7S+cwxF+_?WcNoiLarLOy{ZHt1|E{kq{RGs?nol3j zrqkk?_4HC*rKR%#)$E7*Z@Wlb6TAK96|LqCxP;x<@Jg?t@{+7Lb+{%=fqfj&jO1jC zr@`Vcl2H*cnzR1Csb zj9Ym0<*Z=+&aPjBe;Wk^iv3^Ei;CDQrN%XbGnzot}&I&R}+036gzk6!W~^s$xT)tOl?*=!dxV0fwgkt zDI)W+^QAh4#kh_BMl8<^QrU(j5a~vXI$4Yi1N$2$+p=6p7UDuoCsHIdQQxnCCHVL> zeTZ)GDxHhoe||RMbWiQw>tzQCVIE7y7@sn=^mT6A8i z_M}Mzu$DxY)`H+YV|Cd;Ark`06D~3gON2&82M8}RDti&w1q(r5o3|z-S>oi5d4c9X zHa~hym0dt%RDRlW5GIK?@%>{QeeL;^=0BRQM)%lmzbitp-ty+9En zj6~iqYx>ZJqFY$`zDk9-WOGMnZUyJ+CYG5#R55+2#rMJV)X&?FQcqYqgMWZ4>I#WY z)$YG%3*K9VEE;WOY+O@2z5DX1j)WjN1%)2KleZkwak?2?^yd1n*BzRwYtw9!MI(8T zRfO*D?hN7Y!vb9ZCTzkI)>3InYxDd4H{{@(WrbAfGXUWb_F$_!;z9M_|J%UP$FpWx zf4YY|B_%tY^mgR8S5ejgoTe2X0{J8-qz095@)`c3q4-6E*Pe8*O!TC;nzORB4cAAr zabljsE36DikB^=_c}opIgKCgHV2$PaZ|6JMO_43Vk&=>QhC6|DsgmZWZQKGWj`gDot5jx*FD!fxe6 z{fi*S{}GIjtXMF2?p})b|L5%q|Ll!v0Cb_Y?V?zgtL_va>p1groH*4W#%=j<;Y$dg@L zTU_^ymq}{$E_59%axwN20xJ?iZ#oWtUa5wCR!785@*NK@L)7oFeS4;Xv7KEX8dEU| zI&X52z7Q?PleZf77Ub`qNF3^qWdp81x0M51J^t1lo+D0U-|p3kxndC_XPo||8k_+G z2o_KD(9zLZxx`Xu?Yebb&Zlqpp?y5^cumd7q_{H04dZ@zt30^&=xk!}R?W|gc2%mV zxp$CQvSbOx?*89So=Zk9JyLk89>@)QNHHFHaXo0to5sfbt^L}zVWHNT|LWBV$CpRK z!>dWkor+wYDlcl{4I@4hbSGO@Y^>Haa7OQLtk%!i{jF?b!*GRm*SGXwK6F3ce?qKz z)9eOCCe+gC)jlf26}1sofJfR+Bn1DE@52s%u>b9c8--Tql@j#> zG8~F~Z5r&0t*M0UQh9t^2{w+0m+o#B`|bBJ`n2^U(U$oMx>{q;p({X{7%cI{ zhg@*zmtOCXA(M!WulV8%A^F8uU|$647b|0p+!sbyH~$y8cyzx<{TDLgBj#=C*!$)t zjo_{AuOTztewU~h*+CTX1c1Mbc{*4vfRu_ z%xMC&$0a3orNi0FBtL}=0!mWnK^nZwU_Z~lzd=#5@1COK7e?^RSZI7KsJbK!Ab8%) zkV{xK>OzK{!QX8Zl#xB z#c#TFd$A zf~4Y3fDibV*dN^jph=4)iJ1k1@1d5LJtlo3?c`r=N6?#H6xl5Md?RrhQLqMI5(we(RC8;F^n$`YiU})X* z^P0~s(o&P7%1-Wk6!gK~>{W|9|M3`H=8pJ(XaAR>dc;b)XrCXWdAQt)yU{v@mZ`+2QKCZKaBKqP{)Vau&)%3~B|6RSR2QbzVnqp(--y!X{-g||% zBjRbz>DghyeQ(HlrB1v;gb)ZO`0 zLmYYd?pq9oKVC-$HH2!Qz>wv!?Ay0*In6)KN8z$|uQ%qF%0EK>NKu*Jq5~U$Zfrug zxU!R)m1*7@5hQr2P0=X&dHJH}6a(q)LJ zH;!o;cjHla@NorYh~r%g?@#1u)d+JjXT-DfvG5fg7h{u;f2yggPlt0Bn-a2iwhS!- zkCz5Snb+bDJd~DSPLU;w&lfKiatLQuFJHS^Q<#cTM&47I13yfvYI^YYSICx-@u63f z8;2xq+a#Q)#Z-|H0mHtX3VbA{bttlhRsC~UmIPt~7dWHhImnvW>E@{Vie+fj;rZBM zmXSNA31>6_wKr@{T~QEVr*0P*wF1*0JO;ZT&ThJxl9U8})dw%02UMq6OJ==&MrkUH zl8e(ihcUPeBK9hj!e5 zR%iRq_7D2)l0~j*KV{~uSnzH zxNoOdeR1j*$%vfO?TKK}4yS)@idyd(6Oj9bqOpf~nzXLgbLW0DowkU18lfa%y-yyC zZUz?#TX`OsMo$7j59nt)9*PMiIyRE%Ud-7+&Bz)@^?!oL8PWX7rqNNkG{Btnq;GI( zXkK#t_lCgMY(bC;g$vV*1c$^}f?eWurt^(-K)t`0OKy z=N_GU+4Mu+qf3;R^*Q<@o|Bx#qX`>cb_FozljN}n2XKgZR)9Iv^Z5f5Efc4ny%K-G zDf>e{UJ{!S`5Riw3a*Q-)-RJ}EY`7eQQ$j5o!DEVtqoLMj(Jm!4vpMLv0WOB*dQzF z=+Qd~yXq=IUkAZ6Gr%(1`%g?hTsX_#Twnk<%eb&Kau zv4IqMtT#uKt%WjTOFVvPA%Ji*BoB+C1&G)2v7Mcr^Z0q{qecn!kr+x%O8OYP*;;X0 z3~(}#WStHvi_4i+~=sfscw5Dm5JRPe5P7B?$qm9z!)Sf){ zjGi#}zPIzy9>p7q%Q$%e$P*lI?BB6<5n)XLVqgbdP%xMPby4sO;|X!NK|k_%|F|%9 z=bAxnNqO{i(F2e{QEFdSNUJ9LR&v~`r)8DL+pP*`y}o~Z5}$v;rjwVdsKgf>mbMg; zoJc*eIC98o z^4NzAE-DAxwxEd|k3%0LNUJIdzvVQwVuvvufLXF_7@Uk)oXn8qqWdUmSP(Uf|H$Xv z4i68pYkW{7FPQQmi9dl|Ekfk2E*9*Jvcc|#Wy!tdDEj+x=)_NTro*$fw>Kj|o#qA* z-(zrku%Z((OO*A}z{~R?$icDJA^Hafz3ylE<*<38k_0P{{od(r)oj&{`%@KdtQ0Gz zcmIJ8JOr)g9r%k$4`XAx+40an12IOXL<+@3LRdi(6`aZ5Zip@`%FAQvGI6lKo^W-o|S()8W4vY8sQpCN=xI> zilEUMI8s@;0(ja9Vb6C|h&F6BzK+=<;bJEIUmUt^_!JhW`TKo@mXEEgTRRYs zB?7NCu*Anets6u4Pd79+W_F^6ktUG(GXU*jHpwF>>BKf^#5Y-)nZx)eB_&AH-v0m> z#pZeH&L9`28}fdVrIsNo=u>t|{}e^8Dc6%h0eukZb>-)@qYgr#X)ZWD?H&yrBjSOq z<}>H9Ghkr?!g1Sm@SwR22qy48wb}2?>o1?&c+H5}*;s068x+TnA3f?R$E;-UWLtH9 z=y1@#l;q@LOgTw+?aJ2ZndX+3i61{YDJd~erSK1dz8e7Utt&M6A)Wp)9~U)^=rod)t^36cn^Pm(eMQ_3JI^e@AeI%oD@7uKRs`=VGC1zhJ>33+3So z3JO1SHr`=q?GC3OS>TX`AOd!_wub;+#1$9soTtQJs_>z79V~y(_=gw&9(d?ZjZ1>x zbzBAQCl|V@K}hkrBcHf*37k7U>KvX|5J-<$ZjL2`A$W-Fzkh)fdcR1cKrw!FUMs%s zOLA)JaGuseP!m>4>_I$WwDJ0nzGR{Rl1EZXN`R18ff{^Aa${|2*<%+Lj^l9#!9+%& z#A4FMam|{!XgA&Qn)*B$wi98kktp!4KSBhNX!{1 zKjY!}=2EV7YTQMlfg3tkeVO;f7gvRt^z-{Ynp-?nsn@kG+fNnX`s?Q>F3UUJtBk$u zd@nVWysC|z4|5q-L?lEC=baWQDPh_}j9qvB_`A!i|NZB#Kb_!RCM0Puw*rnKlG91=ZH z3~%43mYHgSCo{-+|DGC13QhV)2GkZ2{EBMSu667n@!Ip7C0l6o%FE?|RRqq?rF+2b z1*VQOQ?uT(x#zUKwbs^=S1+8Os^z|J!QvZnaZ-qHJU(A|`YcPp{^}9hIZ_6o3a4@& zS^kTzVuqL&VxEc?iwG&$44Jm6tE+=YDo9v3rN?@)rC!Wa4UMRNDl09`Xxbz(Xo+Nt zT-cd2B4wrj1yQ83)0N$bRvAo`k&e+?c)lwP44wTxRO_YF-et?d{_h3jzjg24e>e)7 z&|>gHI`!&x5@epqlsr~)iM-AK5ACrBDUj&%5H7E(=i6uBl}omj=5Q&8t}~tcF7x#1 z&gk4Ovm$v~d+V0}sU~Iy-v)K$Md-;i@8VbL6I8N>foGcKk^$BR-h%{BqV#)nMvAwpIb%^b3;Bc%%U@ij~>dT?!SO|HOuhO$iK+o4OJ z0p^$qdFZg@uFB_ah%5c3nBA6mGERvT2KY}w4vm6*SCU+$#VGS|q&M&WH8~fzcUHJU zWiGoh{q5V8LM-y`p3j^>{vM!8tfry~6}y*2(Fu446&a6sOu`$@n4+GZp2fYw$&0DV zIuyBDw9Ny6K=c4XFh0!l;Gl{B5kW0oT6PI8kJIU+RE4e|>f~ePB`w^r0xd zK?xhk|Hfn_a?$*)um z(c#CRJbEwn&ozCIO z{IrW9H1&o`p<+{p5Bk?81ZqC-bP?+eq}I62)QsTdh#ubWbocy2hP97j-&?wm+^#`v z4uO;ZpKSE$S(P7czb8KOdr1wxVE#9`2akl{?iPxUXE}>|Cl9K+9@?(ZP?eke*!)$? zKXenAh!_oDq;Js-^~o>W!H*ZH4R?Jy0N3vJf7?2C>LeHsiV(1t0}NdYup>_LNqQu~$Oo_FKtr$NMV`+@x_h)1=ZOaM(qIKSqkDhiMG|kf^ z@Kw9w`)#cZXwGS!q)cl+Pz6M9>pxp=X!kPYA# zE%@1PZ4+5ljg~By?jL1DANiGb)EZr&uI^r8x->CHb84e*5e@9Z^l$axG=r$nT$FY* zY0b$MvUXhId;v9CUdmM2gQO(qElr(1J;tx92xv2t8k@dBXfNTYW`OZ8SRZoWuamlI zWm6*{u2@=gr?gb;Rs=)Y|2{r0PK^2pyAl2k?W-?c6j1B}WqGTrx0NhtqNe)Dh6gdE z+%<*HKn8agDKHK0BDK@fT|ewDR$()8>(3mxKmcT($x6ho!Zo(O z^RLU)`{PRn>oN0`T?sV9e%Aw#$*W*o1vXR803xIJ-Rg#Z?Og*IAZze$$99f~7>R-- z2WiK?S1Qq_8w2}C-h5+7FP~i^LXF8a?8t#-Xe!f%f=P(j@(JK%IN@c91fvO)M1c*0 zwWzSEMf1*g?pnUs*#Jc(%#oPa7jur$>+>Ewy3*mtukkuMeSkdsQ`0tl{ydfno^n0@ zvBj4bjiYe?ETbNV(Q~H(zpH-egRkm!W4|oF{*8d&h={1Q?DzT}sb071>&2@m(D-L@ z9pe!%F~RRmi3WcMF*HiKJ)!41<7s;B%ExF%rapBsy|G{ygH;UuRyQ_kEs&KEYhsC- z>r=tN*q>QQ10>XKOj!Fy9o;D;5@ML&<{aK3+^RN&QppW_M)Mxj9WW2)N~W> z?S@M(=7~P1yVdp1r{O}dV?Y{Nw)^+UMJl64$-sPoy^F923JC674qeA^WX7s? ztz{)x2V}5aj{IbVa6u_FnLJbSIw>!Y$@y+ixR!1_nKbX@s zJD|0hjp7cDj+x!3yXPc*%cy?E^n#>MQAGJ zQ9XVL67j)BV&j8^qGx71oCk}2@6GspV^H(u3re8>e#~wNN7s-Mv2uwUG-thvzIx-m zwl7975;XIRZ+O~gSfWE}`&-p6cDz!);hZ-~#s^IoZ%weSPHt(O7BUJiw(Aj;wgdUL z-v3E}BzK`F(P*M8J|I}v!9}tBZVivQ3m38(-a!m#wY)#JaTC)CeT$Cm@HMb3bR-|6 zDL6n`xdKOOG1(Wb5OUUW^DlV9>@9)-qsRJcb>-}iSGh&o?~CcZfks$E-5;@F*b_fb zx3(S=dM9p}GpDZbuL7ZMP3a@YBuWMcbzuQ74R0knCI;GRJG%aq+*h?4-{`d7@Ah=) zBB)97X~@)4kKDapg%s{9K-(F;-x2uX_vIVS^s+-r*#Rjhw_VXsQiF@!F96XRS9@Mj zz^P3#|#}R0b;Q-O3Je* zf@(P+qsI=Tw6ta-j;i$i^Y6{xg`Qu%+S=e_Rw9d$)m+{_LS=CD>;p@~i%;lj{kd(C zCinZ}wTA!ql+X}%Lfh4FM$v)3QqS&$@%obK@Jg#f5nDtJRY=f8Y8 z7`8;OQg}|Fc*&ElzvOVrx7hkrpR?|pe`U=oD;O9Wa<6oQxbwfW%wB|ycqNC2hAeNzof!F+s0a9%B^G*(*GutFxz8M#~A>( ziCa{?Cw>XEj8KBzyy;z>02WdXT!Tn0j_&9gS;YI#hMmz(8MEE*OIg?b+(ZT9zRq-3 zlo3?cOxk8wRz=g!F*_iA@m0nOLFkyoN>+pS`!aC@-P^<9sF2+r;7B7);JvM+s}Y_N z{Hmyzr$@GE#49z#2fU({ffi}MHD<-d3-#uz5&>t|UtP2-Lf|()N2uCdo@1J0$dgsN9 zXmBK+ydPbjS)xrSKqE)5XOU|H=!UT|U)GKBXOx&qN^t_TgtO+ff;0U$Sl0mSa%IL; z!b)q;Q<>I5P>J7(V#wdml%XTOt158Mas#o{m0`+dY9=-?uqE4fEd zr;ntt`h)N<39(FqO>$Qt#i;1$UUEn~1{BwB7HFhW9O4@RZ2SW~FgA9hhqpT&`X~=_nw!Fw+qZxCk7fwA9f{r=}rk_gXAlctu!3Lf^`=I+J)Jwm8#?sZtE_}D(hQ^buetNPzQdfbINQ4TeR0H3sJrDC+vSsDU z;d|6nRD7Wo4QS^a(Ejq1;at@)GX#X^xy_vE>sNQGljv`oU$%U!Uf-rm8B{@+qqwfJ zy;GFM3=j|CM;=lIEXgNSFeolfgasF(h(N!(^d1tQ>gog(>Tf(9C2iT4`P8(9O4jvF zlSRZ?IPUDjL466y&Ygqb-C?N@w=@a2JBFX1aS~L)fqJFEoLNd7oqH}Z@v*8$p4P@7 zQ3XiMvu4_gC4d3bU#gNe;B}D?s1oe zqF}`?9Pm@`mSfZ~r+#sVf zhiNdm766;^!pC^`zaR5c&Ym3!atHP;KV-<9_FrD@GmRfPSqvCBuvdA9ok^!IU7fmc zT};ZP+r_WG#b20qY2i4n>@vll7WGI10r+h|??KfbAc{~MIdVS_?G9L`-#$rYkY}*b z-U6ycf7Vg*7ak4S#apaoZIiz#b%~l3JRGD^$^aitwG-IVrKG0PTZQaOvtAbI=R|#k z<7rOc^hKU0;phFP=xH5^)ZijbH>QJ=2fnCjZ%Io#k~M$n_?gk|CA)x(-#0Zs{e*86 zqPNq4FE-49S{@x^xcnG`*Ip7O#l>+ci`4}FL1zLOQ^=SM6w;t9$fR~Zrm1>D=A=Y=N{D+sSpAR2+{m{d?usd8p<|AyCH z!Dz6CjjFt@we_vSBNr~XXTP&K@nmgCk;(Cw{(k5GyX|u4OqX^^)p6sptq+{l18ENr z3!6^&9Sc8~8R8dm!@I*6Mh7Dkclk84}}$q1EW*I?gv0lpzO)EFI1Obq7I2>Q8upi+B+wzMD^p) z%WZdCdeEM*?`PVf&GKHhs{2m8Ddz8cE_=8C{+M_5@5diMdhMX3tz}OYh=cn>#tv%! zw8Gih3|XoG(wQ+>`~B+y6?(H7A&Qpl%yx-t@$4;r?B;9FxZqScUXpQ-K7WdJe&6$c z;OLpV7Wy5YEEoD@&(R*g-Gsq9YLAQ$URw;WpU#R9WvlVY!7C+*w8jY$!_8lvRE%Ez zpa1!Tx>tJ3IV<=*KQyNc5cmr&+_z~$Boyj3wS7p9w_K3QuMU$X_{+>>w(+^?%YFVo D-;2uW diff --git a/images/rosen_der_logscale.png b/images/rosen_der_logscale.png index 567f9835bea37c85660cf45bc1929c6ed01dc5c2..1cb53f56e70d363afb50bf65a5c149186e8b3e6e 100644 GIT binary patch literal 33738 zcmeFa1yq%5+bz5dwhAiS02Kwc3Q7qEptK1B0@4i@EuoY&CKjLwqJ)TaqjaOFsHCJc z2GSuZ{m*;he$V^<=gse&^N;Tz2Fms&;3L`$JiR!JW} zszjkIO{P#5Yb^f_|8ns=D--^=)cUZr%5uD%m!G?dzpt=5u4zr7(4Qv%EsBKFIU=%miCFTd*5 z={XHnv>HjsPuV4;t*YjiTZEgzi}%BqzQqe)x^r(WT=>#mcKiSR>i_f@SpBhUmmK4r zV~UE3<-EtbySr&uuB_os$~{xvnqzON$-~&+R?sHxm&JSM&9ij#rq;?mN=i!So@=aU zWp#THi;1egL!qNk+G$r7S=p^%61o^(9xM{|^6IiCbL;CiQ_fT3Z=< z#Lv&qcHv!D$-4@#GmATGu)6*Xed02%sTzIqrA3ZOfP8e%z>hj@%Wk|OK-?ueMRpOT zJyFt~2A6pyK0B(cn`w1O%yHDpj?+GZahDbc8{1JyN1Vt?fM%djGj11 z8hr4*9~c;@mZ-xi{h_3!`tGKEHOZ%sOioU|udi44WD=;tzijcE(#&&A6SnJ%re)xI zS5hL|@xf2II#N#H%ot&EbP*I^!79ddFoMqiVm8kLjFb43# zg$s?j4k;`yqlz?3mquUu@x`<{($nX`1IsSGAaNJ1CBLmad7YNwTYrB-fPh)gReJH0 zdU|@7r*$l63+ATc$ou@bRAVd6)Lo{!qqwxw z?5%$E=rt~t=sy$`6#O`qC4+@+t12Yso#iGvzPz~;AZQ*Cz;Ck6&CQL0PfzFb=g(6^ zMf7xA%Em{l70f0ETC`FO%LIZk!_A@t<-FL~2P#1FGWC26^LX*%h03#| zE2NdYS;Tzr-FqtI$JKp(gWkQ<8>gmvlg2)9CmCae1NIqtjU8xno6i%_aGd#3%&=uk z{DYkercLSQWM$k~wb`&g@c#YKn>Ux6x8`b&_13G0h`adu`$r8H%G9fpmuY^tIcKq-?N`aP#i}Q{meq#@2PZ6Jbw0_-$r-Di zk?1(u6*@X<<4sgd+X%L zq<(*Fq>`v3l%SiVhKE+hVAHy^7J1Oeoi4f|>@t-~7Kd$rqiSbGNPTOblYmkAmb|H+ zI4l?6a9L&6uxHQsoyO18(9p!l`t#D#(pFtwvMlw?8`>79!Ms@gf_yd;3>eeib2qgz zEE2q!MPkpr_i4DV1cru`N{u0KC7OT+ssCzfEckM5vQGJC@#BLi-n zeuO{sa}x#q>25#XY=}I)(QtNZtPF3~YN~i5W+rG{S;)V#Xy(fuzW9Cx@yT$LjW;Hn zEDIW#dtcvLCs;7iQ(J=XZ;^1#m7AU%=`0)XZwh3*^QIY-l_ti?`Ch9xUNhzV_+(d@ z_lct2rRsVP9gP-+^NyXt_T=xpy4jynqi`n?GJbnk7460tS!m5-5&jUU-EaNKljqdzE97?a9=`>qsC^_G0IV;?(UT8 zl9G~v5vS??47sA+C+@sCW9@b2#1qj5+-#7j!;6-5>(27Wnwpw*Z6gvnZ#_2$M#%@i z=tlf8V-a`$H05My7};WdE+EojsQpli^W?B0X1qUr(~Z-Ju62>-KZib(u_|z#EzQjp z4ICNkt}ez$>m;AL-16LuMa+~5KWS3^omQQmLb<(GdHEtr=A9Pn3Na>e=SbB)nfr@{C5 z6l_$x>4%770|Ntf6=b10p4hsS($1?ECC}_p{YlWGnFDv2W>WpuLOV_^0qHH(VZ_i( z8o;yRnp?JHr|C9%*0e<{hM6V)`1Jg&&$r#V zobRwy3^v{<5=eRV>eYILxztqtV5ALKSJ%c=lLu@rd_|5TmZlH`}gmW-X67R z>A7J<7_R2)=GbwHiRqp`eR_4h!2@0zOD}Pe?kb~u^9~e>yS6tnw0q8{jxZfw|HqGG z3JVWro=w?Te|c>-{8PNVsmpdw@$>_$B!TTgugH-5pEvnYHdC~ zOViTJ{hpQm9Ak23=Jv^YRYXOPrV>Bys3pr*b8O#!1jC`8M^BR`qJ;6BMW(pz=~+9` z=9ZLHFsJ3C^8Cy(vYs8sYSr0wwWLmD^IwVGoj>_~vu$_PG3*A@`o!Q^wS-vYu#z*+ zIXF3`xz!U@?Ci!FyzkF9^ta~a6jI`zR>)T|Y#3Wcp&a{j4637f)sd}`Je9JtvMyR% zr!?68_;QR{!c}K(ZcebDS=i>J$7*I@Kfj0&w>ix=mxma>VKW4k=%RipuPvNbA-ypLPn}%YF{}^SJS+#fkGpz$(6g!m5A>z8 z0wLWvtufu<=0(%uaix*&;$Yr{=|FSVhqAKThr6^>&o}Iqd%X8pQr>vL?G1d1U0udz z8z(zM+!%Wv9r0N0=kMd9y=*@PUGOOj7<-Pe7uyPgQlbYQFQN zSt}w+^OpF_z*&9QJUqDf@2@|-JK40BtD~cXQ&hD1bAD@UD^hR5juVfbBA0RR+$kmd zkmtUQ2~+T!GaqAB<8G(Uy&4)BQBE_h#kM@;VYXSwk?!=@x1N?Jv#N1we&KP6gEm=1 zLspL?yOZa{oW{G_UtXnMwJPm5^~sR0J+*QDQz1gul7agz^Am^4%F5(`ESL^hJzcwY zEt{^ErEE68z>oatf$IC)rOrn_V?2ilg{wZ)y@aQXLS|nd`vlmE>yJMUVy$Nbf(huB zd<>KF3k>Yt{rgf1CF8e6j1)@pI%eiw(oFou_W(lT`w6r|;@KtLQyt}<=7JrxI_gJ< z_Zcp|+{|#BvcHOY&bDeiYeP{nY*=`-&{OLK3F*B=&iL=Gb0sa zB=K!AtBF>u|{a6BEbr1|x<|n@sxKlJq68?vIxR?pFs^R*l!#WBw`mkhHWk?TQs2Q!2#G`bBJe zRIsVEi*Br{HVScx{9YCqcfR3;uua#!bj!9xU*Gj*!6NEgw{AV=8jPXJ&YvCEE(?*+ z$F!4xM(&NTU`8oHE3N9)b-MoXEWa_28#iKs6=me*ADRSQr!@r>jRo2+ZI)3KEF5BZRF<1HQ*qv`39TATnZ8U4c-qMRxPpTtN zl$^X<4564{uFxYMzP`TU;x1FhpOR1egwM@R_hOKh@*KxTzdca+P*ilptUj?8IHnc| z3kf#*?Asc8^9(3WN0mZ%7FCc*61<7N_ z7(VUfBY`v-MV#U@7^8X$HP-PIyNRSJ3Cu8Jy_7T z1(?wR7&m85NJ!{=O^k9G;L2lm8Q#Ogewm6d$(iKIOh?%a-$w4i1m8RrvwxU91ON^JrSb0yXDr@3M$B5}cFo zoYj&Jj7!COfT%6$S=OBa7_Hs2Gczan`1nQ;0QLc)nHw4ziHKHUf=bCfA-Eg9_hB#F z`Q*|oj6)Q`g#?8n!Kf#U`Rlvx0d_S=!KO2eQHnSLkU^gHu9uf!hDA${RS1fk=JQwy znh5g*;>9aP+-?B+wMGdjIBQrQWP(bfo($Ti_3O`xPkwvw9VLdv+qZ86fNB6cBIMiv z9|7WoMLV%F48>7dkV}=Gd2{d{RIUx+ZXZ8?O}t{*Th%01 z3S~WW5r5L>G{M4ovH(aXtU>UHLhw|7BAXSx1FH?r4tJ*!#y6vr{s zG>aCkbvsU+oS&Nw)?H1Z*zc+wlEtnhQV`pR2sXjAM zzir<>WkkLdlYMf^VUnJtVyMALZxb5qZ*Q@0Q?;^6Cgq}$|6)p^t|z5;was{+<|$J5+F{YJ! z>A55_C8poVe+juE&TIBhfsj;Vl#cmvtCIp&EnXw^@jjziqlzbXF59Q zbaUI=yMAh{*AKfB5vXZ2&+79PQY@3rjX0H~iqAY4nt(bUWnQLf0r~f|dOhx`D;Dbz z@krrRm#7ay?y4yUn#rEHq;Eh| zsAjdAfZ=PS6j<4J?re%r`GLZ!=iUA7h~aFxiz%7$pNl-W`S=E7C9bJsCNehI8*QL; zHUL_p^yS5r1dgMcmhnkH-|!3sh%wlMDMT$oS0JQlPrJ;|PS{niWbgj@lDFva&9XM_3!Q%yX5S&?4l+ZES%swtLOxpzCL06{_vi(G zUfozMj<%p})VFhl3t4~f%IbV#ZMTVI@lp-@=kf784vvnEX`KZIJGr@gv%NMmF>!TQ zZIA+#N-8K6Ie6m4-5v5lU445gnY;6MQgl|et)nE~7+hg8J>K5~95*%?mO1kKsg^gn zd3k=p!RGa@b2ARTJAIk| zHt(|Do<;3z{v9l?a$&ili-2Pf+5GtQ=hXaxBk(%qLFwgHOVSfVM3#+G2uU}Y@9@`W zlSWBzE2&BS5sDxd#Tngf8$}C?MDe+wXU(+j?9#t{{aPC?y$%&jTjh_lXU>fN{OZlU zb?awIS>P^Avi#x0S6JL;F1&gD`asV5^?T|HvyaFH3#)G0w5g8s3f%_Y8YC8WX;fYh z3JMCC1Wdydb#qKBpB@4jE>KA`RmBL&PEQP~J3G&;s^5L#%j+Ch7Q1uj!c$}^?O%RA zp;!qxD^M~6aweU&?cJ+%|Ni~P%nM;X^+|($7f)VW2~O5%!{tCeets2<oB=8w_16pw%&!jXVx9xFSPK1&_m@$OMgSf)G#;gtkf9hVSe|_H z+?g|H*8l$dso)1Q_Br;0YGXaM!6!FSbXxG#%b(+?baXIa0EoW#?|<%7I{BKsCo%n| z)7-l_EUIYahKyJqO6D`ftvJwPcUNPWGgl?woNfUHDX*SlD96}5a z39yte8w}RJL*7Tiw6fb|@5{ig#<6YNVPLX)ptoRM`Ow#I-aP={NNC@OX3?RN1sV^=5xEgPoanfZ699HMm!Ce zA4_uM!~()I<-VcLW?{=^3LS4nafMX=qWp5+qEH@#mYT0175gGtDi|I|nv4{;kn`?U%ceUhX@G#y~9_fZg7(!N@)r5G)Sq1PS?J zR8-WJt5<8|)cN`wQi>BT&!3OSX8<;mDoO?%veJ()Z}2S908s$N?@pJw)q^cKCM6~7 zgEHZ~Y5q($-q0deQLx`_cFZ5NiY*9@cOamFpX)Is?7CB>dTz6}s*e*7fpJBHtX{{yH6<%#TI?uggLix+8a#mIbGiJV!=c>4qb;^M`N<1McjmaRdB z07~sBssvS_o79UPGN@XmeL#^h^fzZIgQ^znH9&&lJxP_)K9;CJGY8iSf#|DuO9f{*adYXR_LKWW6kGmvz=eR|514O{^J7| zp1mrPgfDlStxoh|Bn6(EI#0T_?@j z!o%6{wiwM6LxOW=W@i(c5Vazrqd5rP0?N#1<3y=VW>Zq~M*hz)bYjzeDS~P1?Y>oY z)cYkN<)Gqv{+q`2;JqdRk&feiG5d_ljWOJUmyOSyc}BFAv96CtFhePH`45qLF{!nQ zx=oGa;NUp7ZaqZD$a50UopfnHFVFEkznqzSE!djFwLz9Bq8z&;{Q1or`OUO*?D}g` zj1erc1F6!`Lb&Uo& zq^sSE-7b=&LphYPR2e)Glz(a=r;m0Y538+aXk+n$<_IfMCe zU|)Me=4YbFIwe>=vhCaZ2kg@G;J?nl;_g;DfK|gB=mI$?9Q1zok7Cvgx+FG&O847% z(j;uRWykWZhBj53YNDL;(OE%aHdQOtI25bd6fFYiu_MH;8#qwRp;=Y9v|v~vc_WG+GmMVl^a)UFEG#TjkUq>`aZ3}lxOmBuesL$V zIWv`aFQ&6vgY>z7e@5jjswNPKq5{U12T1}4Yf`W8mH_^%aa0x+t%rvPpvBkt;WsKRUd;`R!XT<~Zy^++8;oLOs;CzA0a*U?>fgh;k-@ zm`1R8_&lBSYGCm$VP1M|Ui%bArBZrFuPs7ftfql^&8J#ShLgBOMQ36|wo^a-*79Wc zrW(-w{O3RICJM>a>_nR?_%X8EP@$)F*JFtgst+56yXFE2JT7T1Ohf3DKaZx;vejFX z%_>0TV9@&|X*vqn2en>3obg}8#?CI({G?4!g>O~nlK{&dz|`1e+6D7-)4LvzQvpKa z4GLZ6D!?XgBu=cE01^AdD_5@YV@YJ?62>NmVa2^a^!m%d9nn} z6v>g!ij0QwT6KLBEcaN&up3y!id|>*?jT7@*Qz&8$I;YQ(z z;fs)k2?@Q9ivT6}XT?k!9DDcd*@G;doL{$I-7p~X%a<>-&a(QbC{?i!rIl=KQde&| z@D!AM*X3m__t?aS3YP@zK7C~ls3FFFu$9E`a9O$#Z)Op-tG}&M0_X!P^z`1n--AH_ z0(n+rxz%7z@6yZF@cH)nGnELUmzYT=LZ!F()NyDKbfDzO79kIHMZnqxqEN(W70UCu?u6+0GBi66!agiQUw22_FjF-5zvz+&~ES zv=tQO&(Ar5T{!LoS<>bWB@PQx3o;4x-UyHnCeRoOO9n|I3QQRn$d`d9E%C?75FdyT ziwtN2L?8@GYh@9Uo;n5x-E=#%mFBN_?FWrG`;~RR5;{GhyOHaOq>XB%3d|QY$_cZ4 zL5yR&-9w2}XFxX-%`>Is(3-uaS8g~_>N)4{oW*pguS`y?;{)%(S}~=usZ)2qH2o0m z$u>Qg!B20BF6StoE+`@&BK&h-bFlXs4J%E+cJgiW$ha&fdV2a-++?ySw>K_g)M5Jk zJM}LB{M7$btW1__{HI?LY1}>$oFbW%g<7nf7qSB|od-dE02_Pv?hVqVC6}Zw3I-OI z0hGMtWgk7WXx--h7Ai<2s2gtoPNYEc`s<42Z)z9bT_Pgd2%6=*VFxWNEQTR%+ikke zxOVNfqTRlvK$`>E5ewc6%u~eApFg)HuFlvD+Xsj*ZV0Xo5$iwPX5e1GW=$yKsu_gJ zg_|uD_@nSj$%pdtx}-qY+N>b!a^8r8;%}U5qV>W88PD{8dVYjBJbZk7Y}yMK1xvW; zLFZ8W#frwFBm<-IX;pC1?z`GADr$Ai9@&L0=esSbD7yJrzg;}Z2$@Z5PQ5gM4B4Yo zF66M(@m+Pvn52+FNJU-Nx=xG6<VCdKt>hZ0!Gitk(moZi`k?93o zrfd@Q3+5t&Di{uIKmJE987KE9dQ9Y#DF3M3+`J&&8%H+Se2&~=G}`qMnvyEA%qR-_ zSSavzE(9|{?`rcMX(>BVZDY5B`hK(5+XmbpL_|bz3JR*BAS1Y$`G&gB=)3LS#wZ8u z`fuI3g(}TY#+PF&D=RCBfn=8v=&oDTT^%KWhzrxpA;>DEzyV{p1X7Fc$XF>LBBHeN z$&>d$U!X`~PqS>(!>9T1%5|h@@H7^<6(FX8gNv7dai{L9GvsK(di>&Y$R<5>^|ye% z2DgiTk43nBp}`{~Cs*sssXSV^g#KM|u@snQRTULqfKWDRQV(?Mq?!7$;YsSgPn2}j zJ2<$wNpvFfCm}(qlN&^)B?1;ekbZSuNoi@#(?eH@s^sA06bEtBv@JjHA)mfQwI$LM zF2@AAx9ICRBcnLPU@raq+!muph;raZi9AC-5OAW^p_AF80vfs^QmyT1m!jDG%m^vB za&mGEE1sBF4!rbZP}a&(|P#5!-NU5UADAAhx+r|><> zXIrRx$0Q{YwYAjyrYFXd{-u)xx#_~2vmm2;UoK-+k&(IGQuc=LVgnZ@&-L?;;nT%WqhV41}$3(P(szsOBh%Ff&Cg| zQXPpwQG;^;Bb-PAdvARb-|l;t`qS!D!2yene>&^f_q>>ZRG6)fXRl9$mMv-CnEHI2 ze#HvT(J==8+1)#KND|dzUxjFxyE}#Oc_ev(!b%{@nW<;$-McGEu4u}zR7b@;TBEGc z4Rsm>Vhz-jc&yhrfC?Yt?}~$NC3F0ECAdKBN<-^-)NvdLtgrxF;dwYeZGZb;7F71c z$3uuwki*KL1F@D>($8!5jw33OyFk_82p<%vyM))TkD`u-UK@>KT(I~K=wZ~Jz}Q4b zA?74fA!3UQ4$)9gb1&cY=&A4_&7%~KSL_t(arsf5gemrZyeG~r) zLXF@wj6V%4A%U7W{bT0}t*SCn60np4Kor|Gd9g~k)@tz*uSHHel!O#8JkVXfLo7R! zva2BP@O4^4Ev7dz^b>qKN+m(kkO6 zPyb$QI^xKwlI3eig-X-JqxkF^V4#V$EZ%yAeoa%G~0m_wo1535axV-M%Z z%;bpR?AfztVUj7uEH|WXzHu5-)HrNCP(jl~6z0ZJX}v6kq?vBnlwM|IZ@=HHHrAke z9u^j2*ntRaVQ6UBcs@|bIuh4wC~$KNw3Dj14515^H2GZA`wgiDL$Bz_9k?%Aa=sBJ zuM_n2-rV9#CTXXcf5ZIMzYO_2;0(J*P#-8apKx&7I@PWru2V5=ChzWTB{Y0m3zTMP zDECl~xy?_v#j)%Z7uQ3EBxI$W6AC8mReL!BP@zBpfot|mV(le$YlMb|uJ#VmuLde@ zw<?7(0Ojj;q6E!&=#z zI@_VI5+xd_D+#<<;2aD;^}uSKLsV3w!>YVo@fQ{Q6ciUiq;O7oT6+s$Fzl07C+I|{3QnKpW_m42R6+Ric{CtyZV zZc_R8dESCqnXr)I3}!LMn$P3N!aB;t<4i0vf|jlEVN%|vb2F1Y%~>hL0f`ykFjaPw zc;pf+jZVnR*P$9DwqH=!C%_YpGED3;4jp?{!z;akPcOB}F3qhht8q4`ae3-YKTXTv z74Z_}`*&xaYe+F5=SrjE&mqOEQiMzcvxKOq4p?fMIUN?kj-1x%?&DbNDyZV(>h4J} zTf=2RiX>3Pgo!D8wC4!H4A4;G=^E!}e^!+_Jt3$*bM<226Z{mZgi-a11iiA&Dp~S$ z!AdhEciCyY?;|WZ3`|UpZ|+MV0|LPWfE9^GanxvDP?zz$9xu$O#IFVKFCoHbL6J3P z+s4`Ez?)c9$X4Jg?T8%Em!6=LHJsh^-YrM(P-kh#i*&bn*Bo<*umpF?MDC{sCzOpDe@jC2AHM6j!RAI3D$KUIF zb4z5t&oHUpk#nq^j@xa`B#1Jh=GM#$XQlla(+Wht30t)nGDNlDZ^sKne-fKH6m3qd zUIqr++D1`P(HfWu@HjF^m}w2;#jI||!{6Q$F&8f5(;1d?TIwOr!?z%0k#Gd#SZQJ# zQW{~afu%gQYC1Y*3z|3D)M{BCB@B@?!CFQ4uL2U)f)71EoA4LSWtsUbf~q4eZ6-IMjE2HU-$6ng}qsg z5Y;oovJh-!pfvH+2n0bjz*`_t)~-ip!z}g!B1~ZsrkyQb4VG70z_ccL+zrK>ua6Iz z%{Z_Is8Lm5f*JdC);k7IO6XYVfy8Emy2=Fh%&Cz1NmjA38f8#v0|ISdNworUlMrhd zb7H!La|us`vR1~lCi*@CUF!#6`GODlLWs@YDK{LaCnSJse>&iZ2kQ%Mkb0p0Y-<&1#B@0^JKHP!cQ|> zFh4O*ZXZn>`tu_a^I>EmeYV~W*@19FxFJ%Z1njp=ga*mIXOAM7G~>_^BeJ~`uS31# zo6i0ECOf#_uwDS#1o50Bg926g5IGSPVw_EP6|u&X`+{oQ)VB|=VGvphc=B2Zb+(^h z(GXliBr2k2^&W1V+>&6V0&^H<|HSj>&vEf5@X5tjR-PmRi-PEnqoMP!277zsu*TG3 zAVO}fyFx<;sFDPjVEXp%rn)s}CkgIBfkF~FI9gRby(fgFAO=h5l+_TL#;^j-P&5;B z0#J?Iv*=*F=c;mvGu>h!V#0Z)P%NHT9Y^O#|q?NGV$r_RNuhVfHDche0evD}C zc%XXVHqf^@+`nnCIuBjWpPMq9?Ua~T1gw_v=S=`<E+G$ z=EptoPMsgSuBrF>qx90>KO1W;)Oq_w^X4zgrBa?f0zObeQ)Dl%8y#rThDM}@@eo*A z)Sr~xb{d~##XPfVpuBiFPbLo5yI5qNR#Y~eGQ@b8 zk}0pQZI4C~yx02oQ;Q01Vb)Q%u;A_0CwcE6(9nOq8O++=Zc(N+j1*+ZV05^B_byLz z8#a*TX;q4qf%8sWqFJ1H2f$2VaT)nv*=G1C(nL6Cd9x-=;n9Q|1#w7APtTX!hUE?@ zIi{_#iL$;GD`Pz)<98|-cXIjlStkw){kw%%s;^zYZUQBZU|`aYv>BP0>bG&H+gf-< z`NxK%`g)*} z2#Pqj@kUAsnLzNAYv43;Z#n`>o=y7B20qv}*= zNz|@I1Dngx%Vnh92oZ+|7Jm{)5kB(#*cU7x>u(Ccx7AVNUyr(1CGx~3;$X!Nu=z9y zVXl_6Nde)Q6uK|+2?xgOBIaYHM7ovFHC{7Quih*}u8v|a28|9rHg9O^3#NLw0j3FA zQYVOAfDR5RfcH8W!(-apPf07m4aBRH`4nT(Lm&rix`-k>?p#0QOg_;f5BXFUe1*N; zCaX0l1~1sH;5b7(QOL(J2ztX~V`(N8tj`HPGIJ-*O^8IV8o?g4enhE3lv{1}-Q=UX zlrAxd@Tzq;beHqK;S~INzS6Z~mc}B^F+!pAK{`)0n?M(eMZp@9i!NRIxr&)O z6SQB}wTG>ZkUfyIviZy^5doDV`E)a}LCpfGTUXZxtE{o0Vcea42V5h!h)7eSm>Wx0 zM#e+}FO`U;6s}%WryCDqL$G@32r->iMPzJR2pb1BlW(EmMJeqsA0lpEJy*h4aNGxL zr1$O%GDsB4d14bowfC&KS%-Lk>(cxB&J*7Z7Fyl@-}RCZ?1{-2HCpCJCF-h9P8o|z zn7Y{IuO;S`MvAtxYbHc$P&UA_d^&hrrq$=e{cUdD0&zs;{Wok{h1&+mowz?!5qXww zDpg~+W+I2OsE*kbMH`X$*hm`-5)@I`(Io7V2DEl_;M6bEe2NN zavoA!LTJAY@8&R7Ylxl43g$qzi``0>k1wepv_ zYCU`F;Y$;zXsO?Z$BT*h_Q~sCePy}z=zZ|yWVvFc!l&Ndcai!=`$q{9=C$eJ=E4sy zylsehdUMUG(03<-4k*G2Sk6m*IxCM@W<~9^?WSfGQ(`h(e7lGt4pKDr{r{Cf{e7Ts zu~p~o|1P)l_cG0Yn_HX@$#e3)6DvO>F~>6SM|=DArMd33kzvxluI9Ct(k1~By8MAB zMgqmMH8y3%86=$6oZb~@8E>{fWk{)4GRC{FXMa&0zkopXwY`d0k~X}ii{5T;=<4?K zD@WYJgq58Ka-VohdHd}%GHf0C1Y4k3$jBshT6sJd|5~LFCI8GtvSEMji3r67BO|4- zisP3b@RZ3S!)5M+GP1G{S}gplyM3#>`9-L?ys-G&xlRsygG8MO-juMy5{~3{0WdUZ z9oZv7&3A=TLQ2dR!-ah_wkl{Ur<8gv;rp`o@WSfSV50f8!v70*wEma!n9NVh^S|@s zc5zaw|MUW+Qc{)_+C%JmZ;?^bZS$eqCV-hLRkokK_`=#ZXRmsql7E9@yTN*mp#Wg1 zi16@73!%L|Y)i~)Jo$&Fdr|Q*nuf)fH(XfpYh(X6df5N9v9ppVb_XJCgYSXc?D>n7 zlrk@>QIryJ6Jyu@3hEy{2bhax^ei>_iBN6JJXM%qPC|ui_(+{Lcki=H8C@TgbW{IVwqH@CgFg4m8M$8FK#T^&n=X}wcj(DG? z!<#hw3!&O_Bs*844Bs4>dAY25uZ{8eg<)da!%Fw(b?hQ8$W`t8hLZ7saYEDd}dK&}O>V^rt zdZa=k37#));J%*9(5sOr9-ry+fAomMza#>57E=>xIu_cpI%$q&VYRQNQ46!q(jh)( z!tatw7p5ITLo$sDfk#|V`n`rPi5j&Gk~SyghJmb3mb2REaUgVanpwRms01JRyM?5Q zmYA*-6+?-~1gc~;RD;d@`>7Wye7y7#^Ha`GfD+#;LXyDy6JzFsrv60xoRE-^Z2Q4P zV5r`5kwF#MbvCot!y-hQ4u*z?9GjfRdf25&uTLXfMbe~0(H4*`7KI;aN(6y@E~9BP z`%dbGj2k(Ub2;GogNrkqh|ll>>e|+-5~npep#Xn%5M{wfb6^0;qY@l|>1na4mLruN zj2+)=o#CQUK5?Sdq^UPO*zx@-)Viaf*k%%o6=Y>a624s&4#uB(NiFIn!-M*^bR?E0 zWR$6X*mgGGYjMdPQqmG|0pTGVPE@#Cf5uI#tE=|{LDj%)o(OlAs;a7kfWCu67TmE4 zO)P8Io@sU!hiL&E&P6?M>Wml0Q1^dt#rvRzz;{CC+S`MdJB~rNo74@9hL|F7Y3LMb zr$7^Z*oFtezr()@t6Fusx{AuijD;ot$WyvGugjTtQ6G@pk{v=Rj~+d8^j}fe0CW_- zF76lHd*r#eEk*D z(a=Rpe%mPFB+7#R-Q#F9t%1HoI^W@yP5C%{7j=GGS{gZu;CaG}7fR?TBAtS8JeBwU zsIICaHZsr>UCv=t7-SWIk<63mcX7#UHzRrA(UQ0|#KnX{a-ZuQxB*`j*60vYL;quq z*hF&}IP<)ba*@ti9a2!6n8aMT)ecLbiiQSG64Y2zhRjVf5!ckE!2;6pzgWQbazQ+8>{T$N@?d3AqO zj6vFqdHVFA&$*O_RH*5sZB8&y4t10&U_P4(m}%l)A_TdQ&)TuR24ytQKSxDe{|8kV zrBKQ@(5P*P2W+?6Y+T^9DZ1(3_J92N5lra8tD@?zu5&{D8_>v%rW{i^dsYqSQb(P# z%2Ozr>3-4YN)$h~KZi~ek1vUd72T&4!X%#O-47(g%`6y-isOr80)GM$)cn}=c?3Z=XFT2!hF<)4r=}|JN zpqHYcT^@#E0$mfn=LG}VV#33Zf+Znld^!0Bt49kpUAx?gFReBwPYLYxDB9{#bfIw^ z`wgC>NB0(>U}58nJQ0z$pf9B&Ha52B?(}aoG$v>VA><%bo*fbebZ%B#;ubJ^?k&~j zfvahG_(s5Of*OxTH>x56F>&{~PId1j{hU6;cBkw7<4tzoi<0%&(H9$Uyy3b=y|m>S zhF6hS7ssu+e(hQ`3S8pNXi%hni^98c!oZ; zY|vlDg??_#E;wF4wr+F+5GN3k0U!Lin&`-CLivqVywkfl3~h#JiBb>{5bz0y;ll)L zii?}O8j0E9B92iauimFvJ<5?M?zdRfBdU@l+SS$Nm_ZNfQd4uK!$O8Xz~KM8;4|=^ z1FuO@3c_A?ays##XtQ(*k0$LDNzK9e{|JoA;n|3@`UF#Zv;$Wcl(` zKn}j&WEmF|^HE~%2R(>`sK5CDastX20$DGiA>gE8lLn-G{ExW@)* z*YxwN>)FE}xXbQ-db$wH&)5;048`3W`RChlTMo-3PhLd6;0Pd_>l{h{a{F7t$>su} zx!2T>a}|R55!0aoJz_>zIbMYqIg(HO4!9C%k^R1Jfw`edQ zLj88UISUd0z%8sZC8yh9%7bv7ty6ZJOyApE-st_@4 zn#?nZvTNF!o7HfidRYpOH$H_R0@8tihe1T3e#7eJ&_0oa%2iN}vAqHopem*P%Hhkk zHwW@2^a#;xkS=`ngT(*yyY4jxV`Qv>JVKAN;!#)l`P_k*_M}+F~ebl7+ zcL&<=G4nFLqj)1hD@3k98Zcm3s2tp_$u|f!OuV)*6A6ltlfW?GG*_jYH!H%33$n~) zVg4xYbhKEAIJ(E@dwDQvXv8g1f4cq3OZID?(Xp{Iixw>+mLH%taz@U+#KQ;B-Mg;p z*E(KD-VQGM#~?XyC4TzP0x5{x1tOq<-NKG=r(2Dm1ed#CWMRAuX*_-A{GM)ta{k6~zF>Piu3eUM3w(e7_wFXv(X z9fCD9YU!!k6?GEuu)>AY^~7mlPda*B&1Qc7(8{q(K*+PMo35*?i+%R&FcNNTVxroy zW7nH4?2BgCF3f__q06<`&f^p>a)JaseNslA#p^owa@^{s%i)VaA2$&JMuBr+9zQ_@ zM)i?}*m4{gAiS?BLjgSrQRYca>Bs>ot@fyFaY)$IpkqEd#T)v^9h<0uxpUBQLAB^v z;A<@M%t2j9n^bCWBnR9Z9=?d%4oS!9Mz1sTwi2s3JA1?-)^+42D^nL3oF4O%1u|m? z`{A?gYhUePL%S@_w!_7vqjy_Sc@au76K(tswjDdZ-}PTHfSaqjRl9Owx5wXD9JeBC zv`Tgim2NLAI%DZc=#lgB4GKChxxnDK>mS2t{NvJtX><|>;9sRj^dZ&_)G_RSeQjV+ z!AW1A?`LBl$I#v#7be#H*J_GYPj3BBH3bjrkN;}TU}Q+uHYn~X&kBdv;N-o|RDD$6 zL{vt3;3%{Jgbo&+TKyLSYdh$(e-9$w`14L*vkk~C^It%^e?!^*Juvzpv&c+ifvj$q zL$n6qfBConVD%rfRQNo-2M-_a$Z6q?s^*NUHnF3wGbjKIml0=o(60_E*G} z{t2$4ru*0I3y7QY4-(IxtmRuaq8ua#efe?*e(p!iMeA7yrcRdF?RvnLuuCgWZEJ$B zu>!vZYu$xMH|)1qsEJmi(S-E%5DfOSHTxGTadB~}C}}>c90;XN@p#M} z^)XFFHiF|#-^PbZYFd##=InBIDl8QD#dLZ&Ip=Q&$LjKm6pt8(xbKF=?#F!Nn){Yh zcsTxFfQcsQJx*1Sp>1QKZui`x`#txz*M{bfD>MzuGcR{fm<5KjxwT&Z5?G zZ&=ixLplR8nmTNR@u$p-8mNc%2sH?O(0$CU9#cXB11--bIaqX1ca|<7kRe4>Rp4nl z%-<>3)$pWzExeO??U$1CZ!_b6=Z^l5(b~I^aEEmNy#VoV)R4bKp1(l?3&HxYssH~k zAMigHCjR>FW+G!_xms-NbqRq={65@?nTOER$DTmZcs30nFNvIQ0s-wtUfkD)wkit)cA8H{URdVtajz2V% zS{ORe)DP(oxXuttl~8;*DDp525djizbDJg-;^S+=yv1XIL*N~bQ3w&&f{Rp0LLFq{ zK<3xgL~#XgY#dEBf}lqu9y~O(_y3TGcEI_E3~-hL2jK+5m!I@>brYcV6RH5trjY@@ zh5Bb`o^1L~KEONF)VIC7>LTR=YtS#TZ(yQ7qm8(%tI0WBkc6duU`Yyt8^jDoX31Nm zrQ4H5EW6dE#UcaW+3w~xpW-#Jm@*^oQ9>X0Eb{R4HP07D1X#Uf*-{!BPJk|-Z$B=T zXSWf%uDd&hn0Mc%!yVwsDxrsd^Gs4AW@cvYYXuw|1RZ@Jogcgs62A>BDl9PjNPj2Q zxM`cTQu*aA46J;0?mrj3?JpmY7jimKcAJ0?4KU*CUV!;vXJ^OBZMm)E*=w|M;L_|S zy7((s783&`PF(|Ek#M&kwuCIS%k;KXQrgc3iODmnxXrXl^rSF{m^`+A{62=nH8Yg? zhl%kFq-%A0y?GPZtxbdVp+}ZwwG6b)IxlR)v2>wed778o(juti8pAX3|ombkg=N$Ix>MOVD)d$z1Tjc!uE;&{1v?_K*|LEl8%07;V zzk}G~ks%2s==PszjI`qbjbYX8{tF;$ep;cvf0>$cz(h|??VHuU%$3wM~0;g(SKw~FC2Ekn7l)0LNC)T zGaX3I>N#Z@z$$q;B_=xhq_n}U!#N&Yr7VVaL6WsfyZoL-+MXBPU=U%z)u2}OO{!xN z#l0=+FV_=4gS7?kw*c=No%HjMFGzntj}?US7_ebxaL@z@+s5LF$f0lKC^qcP52dC2 z`^4RM;1ZGF69NL6moO?O-q1Zk%JlrJi%X<(0cE*34qTAFU1nGf$7C8Tq9~3$(c25x zl}|W19OmPvk~UWU?J>)%Cf%q9f1;Xh^#1NuJX=5z~D_o|8DN z2pW+20tq61ZGi*5RHolKue$4*_9NynMe3~me0^?;B~U7%R%?6frmcbU>ou6UM52$V zF59;~V8>t09)&VvL1fN*tZcOnFD zU9;7+H8!hZ&XT)#Mx_QikFssMSCz=VXH6Xa`(w^)+>{(jHyKV{`)+SApCF4H7+ zgOU)Q=sEu<7f0n{|6_RZmh0M3K+*>1gt8LBxF&ZCFnUm;$?*O?kTCyzwl+)MDCI15 z{GENb*KP#^>#%v)S3sbo@4(PD-i6a}DDHn(EC1`1v@nBzC3G*OaMUVVf&S)d8H-xL zEI#_jqVn9?={W18@_)tz|8LFWjHm1k8as5;uUj1KB(}*;;1hh6DqX#(ZFnGOum>df?uF-kdJ8O^JwNhy%Gp9Xj^xUA(l7xt zAUB$4&}a0gD3N*lHf={|XD_ji-O1boSi(#j5;IL>&KVBEX`#i|tm!F$zWP z7g zoIy&%H@h5mY2YW){Y&_#uSOI~{7rj~_QiO^Ti zNoL7tO29|e*3|_t)9gmExM5>pnc+<5;2<9k2db^9dDn6AG4m?-Tk?5*#W1{sJH8uE z;kAm&Pn4CB8O6C82ySBErJ`VTG`?L!W4MqIAHV*Hj*R@SE~Sc81@0y$ zGE$OgY2>^D=)vTCR3$*ctMjWVxnbGaT96)L?9G8%3gkwP;3vo6K$*(^>Lo(Z@aE~A zY;0Z6?(kNjr-^h~cR{JCC*8JilgELvcN~7d6NU?Dx@gOWR5ywB4&%p8NliV^U)nR@@V0Bk&weI-?AdtEVd zL=PbSPH5ZfB}X~J1*4*-7WwP!kD)J?H0{n%?PbXsNU($uqk^u@$75t+TjWm~;&fLT zP?r9yS;gbYF@TSao{+PI`Elq2vZypUK8v*Nl70bL1W5lMxI-u}WaE-9=EmgHSJ_DY zkc}gV(%`%_Ffx+$0ffP_2VmVO{%G+A_w4#^IOF{uK8ysTSkOAIKdsbPv!)Tc{@b8S z;3M%!zxuGqQAc7wUaup&3}+S)X&3doagSAl^|-z?1PQ+ng3hw1k@ zx}+C;d>*2ZIAXY<`t{B=iNM_0^G* z^u>$4(n`26n+a};JfaOu71BH5l&MPy6g>awDYk_IIXMUCWk$o9M-F7hPby!$_~ODm zB)$&_ryErn;MBnHOo-0R{Pc)E#p2pgIGB)gdKkKicLWW@X-FhxkM~KDPD2KDovqS$ z+kfLR#xlsp0Y~WL6_(x^MT?UPJc0DdNpi=1Koh7aDLsR29k=Q#Y#v^NEhupM)l%wt zJ>8LkgnNLV(S?Ig1-;gwR3MwhZlE~^2h}D)gjB)rAR%2oB+9`^EsQ<1eQx|9iY81j zq8v^?5$!MA4hjFrjg=p9I+&5%6H!fKs35;E11vK!LK9YljxU!SMPv-6dkXr24V=`y znBr=DFq<^uj}jyhG?kqTno(0%m-X4Q+5;0~dVX1DrYMW|564lMCD2;`3>~i+EPeFM zdyQj z=lpBqWg9c|wXfB5TZ9AzLX zF=f3hJ%oGCaNO81chHYhH}K2J$$?9=gQJwmR@*8s3;Bz4-XUdw1+NhQI2r@rTAzzD z#1G;u`rZvb>$dRtWO~4W0kP!LyN_ZqR}pVNeri_T%6k-M54-{0vf1iYTMfjH#oFOa z(wHn5Mz5R`v2ly>4j6~<6(Ym}$7@X|kuf&xHflNcymhQvMt)SCnRIaEyK7etL`_PH z!3WOV$0udnb#Dx~iMh*=Ac}OBEt#vee6rV@4J3#%dDde5BeO=xHbT@Baae>}b#_z` z`Ps(5=h-83>wXz|Zpn-pJI9?;tn2iJ-ZP8P_r*Q>^l3;goZ4Ds)GEr@Gw+JCpjO;W zPlu?nz@yOXlpG-t%Ongjj{;8#bIc?p4p9R7@}8q1Q^>o6+h61rL_Ftg=z+Q7JN77F zReP^&{n5fdM8-qx_T?L>CAnH-+6_AuC!qjcF$NC#!iiVPZ= zh~g_EGFt0$ErMvP!1|gS-LP_pbAlk0EY-P>hE_3J3jbR%w4rXkzDkzeJx+qjA zc&Ke0?-8!v8zLm`HIkU16*{IETb#8#f#|TnbKx3De=PfO7O_s4-oeqSEzaabjk?vW zPfNsfViHGw^sn15#wvpbr42t(KDyQpWg}6;{>;$+I2jVa7X;F185-7q=PUQ*2J(C~ zcm~(4@o#dqlVwf;9VnoV#*kP8M>WmG1uqubIG4}APFj>qsH8e7(m4=~m z#pTp~nZJeFH>586^7t|iPD&x}Fu>S<&y$FV z2!TaxZe!6T!Q?zc1QxFvabZIndLY$d;|>4_y#y`96D8 zp{p(%D(MVmmOZpfj2I z0_XSXiZkm;=mM4qNRhpU%%gQGxetpE%o#LpMRHxM;hN`RV;&iF>qn$l*+*K{#%ydjoBh_Fk#eVh?b3Hs48H0L<*9#Adi%zA(iTT%9vI2M zsZxpsGai=gCfe7V#N;eGdi=E4Ili6GY^#)|1&xNeWENx+)=VFAKzaElsWMe}tmlKU z_;vrH83p|uCkCv69pN; zksCK|!ZRI!ZhGQhQ663qme90a%$yj3bB=+{`Nvy~`|iGR44Qh8bBU~kK>wHp z<QMHan{X}{~X@g?#qSgsm;YsOi*y~uG^YiVB=eNy7}!a!^tgg*Up{Eev+|P zV(cR>QzA8n+_(fKGYQB#G<*KA;+y z+@jmat+M2EQR@yZ+fb&BvnE?m^S(C83i-HrRa}`ECHCKx`wc)w?@Gsx6Z^RB)%BdJ zXh3cY9nI4UQ~p=-DS%LcPZ&U8uy(^>%<1Mg(JU4+_JoX%q|{;5$|BQO-6@($l*Je# z8lvq2!{p}VtjZ9nlJAw%)>%&Py6OY&=@K*`1cE(ZmIiJ|>< z8?};HNMd9QnFAt+Ix-9D@L~^o9pac+50;y6SgR?J311-zNf@0h6y-lRCJ&XmB8J?d zy7T5V*URvY2D@G{I4c-qS2J9WyaFs^1O9Zib_x%`mH+GHu?lpPn8%cu-@&*b2oE<}F+? zlNZERaZX(AjcJ;=>;U5W51A;>jI<)<%WYE+(HVZ!9~h20cMSSwe{0MV zq#x~XdeyJ3RhB0V>)`>ntY3Qo+ocwktjZ>4=b`)?laO!a_}59-7jKRe(6#DZ)D4Un zefaCGqNP+Xwa*tBF4Y5Llp`2fLKYDlO9tUR9v%(&ma0oY@afaH4}UQb`!5NL-;Z?* z$R(>WF-L3d4>{UKa3>8VI8xxN_PG2^s1<&ZK~!yW_XFc*<}+sQ~dyuz%t~`6}_8Q^d_%Vw&5f zI8-Gk{D+aG8)--~cK7vo1n(E5I4SmV}B7a!NNIr|S# zeya%J>C1=v^7@k~z66{PJL+S~n?EPj#`Wtnt?Or_$`K%M<#KOQy8cOqJQ3kOS_x8& zAG+Qt;{n=W@xzqCT1>`?r)qA%FR)y2ghX^+$O^GNM7=SBtq8=B$4WkYpcA}$aM{ao z>sS#|r}Lg`f3E}{u(B?@lq{mzc9(uar8_oGO3@CkUoWR7c;JW69pGz5&66#Mw5izD zc+>rGqoTy!b~Wtw1gF88+S+H?Dq-&beN4UqoG-%3ZPOE@!H8>n_3G2Rx2xrItZz3H z12kfGb?rZPI%Yy2txZiN5nhO^p+U1RN)5`W4Ez$_tm%izHd1QHd2HZ@?^3=Zvj}Uv zpOx!@$X){slJR4ume&ffqcbLC*xS*#xQY)B#vKnv#-<$Sgtxlozz$s`LP{|a5w`lx zHXNR;qtCS&>`%>5S5I5NX<*lGcVBg08udd~c<+tn(ILgU=d$+c?jJR`u=vDYyIHH| zyn6VZzD>V-%D-E~d)u_?_F7mOAGbQgYtT1Gj(>eZ*J*N1>xZ;!YZF&~C=XWDHZ|UN zxwgCdv*LGktv-b%bzYdH4v_hZ(&8g{k4SwQOEpr;bT*EHmqLFduNQBRzi@%Q=jITl zUiK#1e%PQ_{&mSQ2W^xB{~=54{(U)5?oIOt5^XM1LWEpS`xNg(U)jryxin1HQHC?vQQ#>U3M??Ou&INm#i#+m+M)i#0~=8GlM z+LTJ677)Z(;x21l{>Z{*LX1+R2H=~svo|P}_&9&FDSP-7@IiA3c>N~g1SM?!;s){3^4w_iGx$ zcr(8;!)H(b{6eqZw(`rfe8F%hECk3Fxh z;hoIe)a;&9QkU4Vd)SbwFh^ZM`p#-#sctQufb3moD+UTQ)$L8`9pX`g-Fczd!&A(CErd^LyV(yAlQg zP4jO!Hz<{M-9$Un-SLxSzDXLH{`yS1TFw2*F^bU2q>PLG`t;FZe@c_ z%X1JTvws1`(yVhW%^dV?edesdy!4S$_~Y0YyzO#)y!)zLRYimQqqm%(L}Cy+LSH}F z+x*W-INiR;m{E1D*&)Gv4I4%p=N-sJ#HkaoyX~XUA^oU1v?_5esajtl6V(&X0 zjU-Aqx0knjyi?P#QT&QK5q-~u4SOD}ed1GhkMj~0CAQAxgJv3(yLdE3%BT?<=QNik zW1!ut?z*vS=uyXl--ed0Uflo6?=xfF+VAjN=8<;eaa`_X&wo%rNxOv#n6ZryQ+rPp z?Rw`9@(w!%@C0pXBo}lFkkPb((o%c>-doVL>8+sY{HDxmh_Y90Vv1;dYDPuF_~{*6 zb)@Q}%iM0~4!kBZ2YEeNvwizD8HE7Z=X6w*2}@KgVF)eTl2%Ztwro!=^epNkfR>gN zFk39FL_|V}TW(>2khH+}B*Akj;Y_9xs9xQ1BFd3f3Yrsm=K0-zJ>9O=ijNil9u`%O zO7&veZvHJicWJy+OX17B9X3HW;MFiYe8L1arCVc2#>@D+x@HS&UxsRsF5h?ao1oS< zCPV#mF~K-$eJYiPY8GZWGJ%Q~nXM?(Ap3KH%a<*S$ahG-r@hU<<-oS8#JQ9xD(Um% zngtKZj;^lQ@oQ>oBG!qL(O_5o&SPhHh4Ech@vGi2NWluFB; z)Bn`|hw!66V-jQJWJm*fG{hmPOjmzgWxYPUX3^P5Ewu3HG^;LMx@a=ojg~*%iEujo ze5?8r6fXlQO>1kuYOKq-C18ZKOv}L643q&*}lq$A2t_Q*=`u>#t zjh_KfPljimJgF;Bm)42ABG%fo46o4HGDdpR_LfG6{NhWyE_67jKlFTNk=4FuJ^J-~ zXY^UX+o0ze^UT$A3pwli=-Y@ORt#XClw3w@G;Hx7;x{!^UW62eA||A2($~n@KKMPJ zUSBg)NZj(c?&R_H^bMRA>%IQROWaRZ}YQ6*o(UhLzb(13v8>~U!r6LuE0CE@GP z{gR;jB`(#tL)SaxXHHw1qxjJ6oQ0yo!Fpuou2AeNIX*OJu8P1Pju%Y=#p#PiqMU!A zK5>|7M?99(yz=t$j|?6>IIZH#vL8Nl*P43n<@~hv(`zJ5(sOdJE<8)}AHmMy(gYad z8h?z+g8SD~rZg|Ee(rPVT4(()%-0>eC4R1^%a%!{$1$Bp zXNCC2i6Yc$&8PzaV7jF=Y7=joP5EpW?GaE;Vq5FQXK8=+zS7EI13Oxv;G`^yBn;eM zzu7TbO|AV@li4%OM#$Ci8bzrb`FF%9hRi{U%%6OoG#sjUT#Fvx$=q(1@p#H^8BbZb%m9P1b9B?zyw6lfwpC)IFxEwe(Ux+^CUy(e3=PV>1})^$@A- zNqW6lb4A=}hJ%>yh6G`Lptykn{L6mH4Kr{O&08iX2?XXBivOsG4>8WYGU!q_1+I@W zLOXeAY-Id1nP+bY;z!RrIIaDTWW$Re)VnWomh)BKyC@bp_4d7KkIeB|deGs+r%6oO zSbPR%KY4PdYW|W~pgd7VXkp1yelX3MZsC94Y1TkbwZ>tg%XWk=4_TDj9bnEumt-Dd zG^KIsp?grYW{6}3VFdl3z-;q(amm^WzEPIt#*HTkGdfFW^(*aqs{4zdYNUNZcb2Xg z=gZA~65fS!ccVs)(xgtwaU2SPXNMvpF>xjN7y4ihD#}ejhbL OCUX|eJ~wmS_x}SvO-YLY literal 32921 zcmeFa2UwKpmMvUn8v|{dQJ__V0*ZkkN-%_K~WJ9 ziA9v4fFuFQNc`6e_Bm%}&di;8?!Et=`#iUvKBrNtzWTm5?7i07YrlQ>oV3I$1||jy zg|bTW)CoBXWpNyZvQTCDQv8kOH&!P6Yq8ZaNrmNjIW50<2Y>#};*_ctg~F&q{e(uJRi>n-st{qv&-m*lNZ8+STmzj-kmz>9uoxiaSO1L;om zF!+=uqquQRplbWh@D+3Ad!BdgixjEOaUmvM62o%a#N1?D7EmomW zgs+)vH5=g)-DNMYGpy%g+qiLKv}&Tb$5S7lh_1>onz$R&;K0D+)YMet>L~Iz4a_5n z=8cDvP3z>|-CO_U_U+sE*6n(A$fnzH{KppoXI|}`DA^$Kh|`{2gQKHf?(Xj0)zP#i zD>l>)Yi2tnf7DOBaN$Cd^Q3LEVfnF{nVBL#!B{3i^Qap)Za8La+{mk?(46C}i089+ zaELs1lVPImi45+=r&rWYefCoBbSTDWr_0QgkXEMg`v;r3G}7X>Z{Ob6nQ=i^mma5c z{O8Y~g~i2EGQtBl#NAnw=%H?qUj=wq~B(%F@pd z+g0P=Z5z0k`f;6I z#bLD0VEv{|;dla*vA#xM0W;rQD>q;0^7HqPx^ri_S#ypiJyKB~zw*Q!vr@;8G9R|B ziqXvEyYP0opPJyMrl@$`f=Khm3^Ftiw+g*Fd4EG!A!lIKXm5jJifP^9oSCE~K9Qeo zPwKPm6C)KOUVVCgn0wbQ$sOVk%DU;a-af0;5l%KX!>Vvu$h zE$Oa}56a5Qs(N{R+4@~_C$5-}Y~TskEqG`&(oN^m&dG{Y zq;W{rXFH}YUBwiPWgnqe>{aB=8%RcgUCPVw=U}^9hIItS)1hGk!xieaTfMu0)kOin zphw7a+F!Y1h=FzJiB28viOn_s z`vnRP+4cF;OYyk;XE>hhGyi;$HcC^DWh(LIKY(o(k3A;k=;V|YQeBs5px!%#jX(EY z(<3$g-Sa=BHU+&KH`r+cLXMa_(IsnZ$d33^iGFR`9phD^V?x#CuCZtj;a zUv!41njHH@$glJh>$Iix4vzkgr;^yzzA zP6HMy1ZwO>Vv7;GmW)6CkY0@kBDvdDO?r$th~Ww?toLv{u(E z(An8JT2w-H;i5$&m`#)ZrtCx1sqx(=#UDRbVbdrEpIYNQSjee#X(yjw$wX(6`^Eh} ze3zPp{hU`I6DTVy7Y|{f&I*VAzL4@`IZY!yq0z`xJ=NS3cZHa3ni#E(?r-ERDkzX>NHKfDmMPyl_^pJ-r5LGFeKPa8 zL7=k|i78tyWxZU_t<>2S7N~@%sThCZB#r95N3#OkdAL^Bz5U9)ueVlh;k*3x1UnmB z=SQCd0w(s;KRW_bS5A!fH^&ACv)#OLqgK=VY{r_bI!D_IH-kqb!W2rLm^)@{fy#kI$d!I!@4r;z};ri>Z#RZ%`UM6tpz4XU0#AIiZrFOLE>%| z@-iaqUGJB3bcz4|v@v|wlfqyur@Exc$;pP^{_gI`2M->oYlJxO+O^9g7+b5M(Y(Lu zv($85V~=_v6Z^%BiD_vfsx@RjGaK$B8zbWE5)x7s6%|d*W~@tYSi5dra5HuCZ2qlP zm5gFjFOWx-JQT97T+SZ)beIGzwni0+Ga37?adGBM_8m?(Yf#eC(lV|HzI)nxPjr_3 zP?4zsx2UL=Np+O0np*vC_s1jOS8qM|$jsHVG4Y9Y@yTgyuRel1TGrSO@kRO}3wKTZ z94h+o;StsfJq3BL=X+h^;K)d_F|u&Fui&K^ZsnLxZ*6Kh84{z)&@LZ?fO5nlg_p;c z6k8|dI8Sy5xr-J(zhCq+N{xgWyU7Uou!P1A^X}3)8L7cRlpX_!oSqS#vagcG}C zmtQZU#?!)!3B$z>59=Clf3HuJ&vCNftrB-+^XAR<@w&H_Vl*P~W`s#C0z6&?1?|>p z3v`+B3DRB7BCNu~!a`D7kter7a&M{F?8oxu@licym7#7qKfn1M&ft*5LX|6jb+Z48 z7$BBQ+|mscO5B>Ju>Y2&5g7(ZKE5FoK%CJVYhL2 zy}wY)n=}4O00`po4vG5bUL&}H&L3a$$9mPw*}1q*1IKkY=jPJ+vXT4F`tlWqx*)mF zmQQTqGyGF>qBphKGE1g9af^^;FrBXyV@lR1!hd&NvN8QMl}g3B382nS+tGC0whC43 zf47%2#k|ot)upNnzPoQT{zE7G$D0-R9y~}I?ypM> zllDJI&}YPnyMGit;dBRpdNn?NWy!K-JvTRM#SK5-uXhi7>BY9=w>pb?a}^LX71Atp zo*%q?%yIO4`L`0kERBSw)Cc`q|{Q)pXW>sN+D!+0(>Z9stHkfS5QE69P4A+fAJ1m zgiN5Q17MFLQev`Er8ppBeVoqq(eHIZKv%|H6(K?yfmpfK519}1IZs&c*33`!Uk7mWL^E1AN=WoAu+`nzd_N zJ1r@cv7P(&mGAXABd(yJkm3yJ;D*q`M5ieW0%Sfwyqo(uRQkDbrJ#U7^_>R~_>LVr zwi4(xzow=pTp_|^pJCabt%zs>)0LH#ZoA||H`(-5^G{7ptppJW!c@OUOxHW(f3W-@ zP+G_(;4om3gz0`63yV0}go}llX)6RlAzpVjq{gn;Jv=NM)Lf=Vlv|T)v<`47$C$R2 z1~&f~9wv|a0J~ndCPveC%m+KJJY051erajxj~_qwV#4*TyQ>OoQ_TDna|t{|)D>Ed<#QA{_Z?*K6uq9*@wrlu0={EEL_n~XA={m4whMHb+md%kv;2T-S-a&w9s$C|xC zpus6TxeH`YojUh;`^hRW!0gGsOo!g&nsrDZ&z@~svSf)7#x31a%OKT$NS_cPFsesj z*g?e$C@qiQZ|`G#2{nO82VAnRZV={$HEWRBX_9K*m}FSKeWa^WV%xTD1bC7Ri!g)V z_p`=qrMNmKI*b@cYh_QQOb@mfhiPRyv{R3c-33UeZ&}ixioc_Q?~u)hjTef1O}jGi z6%frE0!8@3B@Au#>CaWclzMZF{y=gVS{}!847?D;Crlyy+%~higp>TnRdEgdsm;_% z1mKZ!3D$^9%{d;y2%9~?bjn}}JeNNI%=FJ%@Ee69p^~WYc8igf+CY8%`Zc41t7ik$ z34Xgi4GHfB6w0IBp}&jX7;Gyfh+i@zo_f+2DR>KkixTcEUIN%Ru;gA-Bn#VRm;gok4Tq1 zKdekLWl-^vJ%8po+|W$7JPA@E(5rf>4xF|~lR5Qbp@)aL(`Ah9m%bHF%ZK|K)z@;I zv9R7u@!!H?LU4C}EJZO4{~ zE}oj6X8q|%X{jC$pjaGslA)wLWD(&~c2Qm;%CeK!g;&CR$bE(E9eU|(mB^dd zBQLKmpo(!!54+^LfBkaYb!0iWT<{$_-)kNM%B)+>ZjoniiOQPFZd1-HE!R8fug;Px zF(c|fAk^CV$D`saE57WAGNwn?=ep#A%Nx>Xz@krkV3mKplR!R8p+xWVuyz(ADJ2w8v7irbw$&=mki;)dq1xdJ{_CT871to?ar792n zRS8TpjLaE((z2)`XGG}LJkHAzj?YnTpm(R$urlTpth6d^%ihUo~vJ(&DI@#A*9@H%s zle@5cned>A*q2+^{Z@0?9^uKoE&6uT)saW1&z$)vD~7$`#(Y=_*}bIw-rNvS`c^O4 zu(cbwQ{euGMXo_V$H#ZFv9*mdV`ovOb}Wx;*}H7@)^peb%$iFnwaG5C)MG?s%#-~6 z{A-;AaV@eyk&P@Y_$e0o0V0l7&^N?y6AfDW24%%+WhC1Tb;z)I)osr^7Sq+3nTjQY z@ha>IBws=qYm8CMOgc^Qy6@f2ANYzi7KEqKdrb3Sn+{gxL(+UgN~Z zi~Ch)=5Du7Y#~pZFAz|1bF=p2$BzL5vs$M?dPCc2g@ZgjyLee+HNt;1Y2;i{Eu4JP z->`h&lS1p_H4@NL(s(;ACq+Ht%!~^I3#iYui)C21^M{O==Z-r1)HlCNT>JOSy}Q40 z_BJ<}2NttTrQV9Z@y63~tq5yDae-9ROw-uQSCjqsVm{Zj zuG+l6Er+FaGswh9u1iN(S44td@yrwUb`@LxWs4W@{PWKi))-O(IbwJs{Me3THWrmf z->trbq5N=?=j&?W^M9;e+uq+F3u4PG;!tJW0E$AG8UnI0Hj`3=5;Rs|RoaoO3kQGv zIOnrpuPRnsEF?I%R-_b!mk!Vk9QXm!?1BXgu*|*0A8s|Gmx5Oc3xDq02h7QlSZ5kx zg#-xJ{*=uK7!cBemsp}fsh72GWN@9S(wQ?4N(Km4-lLhZbMM}B2$=}m3cx8gKU$9Z z<$&H29p0DUWVl4IIb6TQmyo=L3m2{fR$t30T^s$gpJ>g5(#R<&JXI_a)b_43O-b)i z9s3rWJ0oXpoy6k!eV@IfBMk|X;Md?SrQbnIl+K-dBrGhvj)^JqQqE6~1_vU={`g_> zb8-?%K^~ey)iPG67sJEDTQwQUN)W!Y>FN^U^QXOdB4(#L#2^AcC(1FuN%e0+lXPQYqS@Sl7Hh zNm52+M|7%;2(u+ z8KMN@(CQ{gupI8TG_pBZ@(G)yw$s2(#VhQM%MA!YNG=7%vjO=Knf#t8@Wqo2aCbN$ zW?!aFu(=+1SbgfH!0xID-JxTyC>7AC(-Y)xpfy}dyi^(>68(l-(g7TRy>S!Wvw`Sy zms{VfCX;0X$ur~1z$*@Ee?xwTD14CMTifroI?1JP@2+kC_APYt0ezL5${u8$qfApP z>`0#Kipt)FD=hv%eucgx)YsqF7XtyAEMh!*7?=_Wv-?`vbzTiYc~4Z%9TkBHG5DA!QL=HD+}pmES1elfZyB!=18z(?jjWoRWtu+fF@DT zhy{OAHJe0gPohpckb)mXn$m%N{U?qbaSc99`$_GAI8aepxt^KX%ty{X5%RNHLrTd4 zPXcBhu4P&iX}hC7;;8r1)cyy{m`u(ukbbjw<-50UFHU;pfW^`PFFk^h?63;YJmHk7 zUMnNKP151(T~0pg)Rk-~nkdcsef|0s>hHJ{${2!Re)wD82SXxRy5$e=OOFP z7uaS-2oQuYkpzslt83mSHRYO^Xu{XAprGVGhE}YWYz*m&OV81T#BGkVzTrT0UdkG{rI-u)pox@|xPezIilkdmDUV=8uLw*sK)nZe))LXqNL7_o zjz}hiEFduUox0n&4=4@`Zx>QQqJ9Yix;LsmB+dMsm}sJ>o72TIThIFJKRG*5lS?GG zXpMBa!oorVP5^?S6GKow)Hsk#MlA1o-o=Z8pBJS`p(+FokDi46p&lb?ok@kTGT}7Z zaXQDrWy8YKRWmFz-Q~#z$1|@S{IRpB%We}uzCT!5w^q!P0k7PA z5zw0@VeK6qVJw=CDrc3g1fUGwP$rW^Y1_Y$=OF)^ZF7IfQ(rzeb(EGWB3F~wKmSSP zEpvJ(s{VsxW6BpV24m+lYt9AYmTie9^gX=~o1?4R6ePT_X^6Yt)HtB?X7SCNH-$2w z-{3KibMb9g0AV?l*7f4TvbTpawzh32MX|YGMyxqMe+zm4gP#UA96Oi{!m4-i;z7b+ z($YROHa3>)wW&Z8gd_)uZB;c3xtsuC5DP*_zggN`DSK9;4{hZXxXi;n>=OTm?2xbECM+tzwl-C$8`h_9kaQ|j-e^hcZr>seW2K@++$U>7|0jkwf1mW~iSCAVuc% z4hst-xR?~i@I`jk{c>`0eCP8hByr&8ivq=Rft^E9&8mxR2Ij`sk!Q;+kd%@_8SJM5 z>gRq22VG{I04NDRB~Ppp|4I~US7zYG#JVUDn&+a**PI*c!f(-X#EnHn4Vha3@u;o0HyV-0s3q^JTKt8Z)Tsdpr~{3I&meF)pu(LD zIaM)2?j#H~N=Wr9-3TiG-zDSox-H?=P28V_!5yF#Bz6ANCN#M5q?VTorYj3asyhRcwHtAy_zb1oE9JAVqszNFqSv7>o&xuYLH*zY(bjnxy?!~gG!PFhgGz8 zuBe1bFgqtFA)};bP8?Vrfi7AGpZsOPGXkg+M%YkiMI447u_c=~s*wVjm`e@}51jZ; znl8B6E_U{l$QB77zs*kC-9x$~Q~|4A8T6wKnE>RHWCxPOz!*6FbO{!NnnsLU5Zbu0 zDj?>nr*J~8!d+O}*(oD&d3t$;*4C<=l#nO}^d;7Zg8O&x%3=wFY*)bvLab1SZNHaE zusR20Vs>rYb`-^EuNhK-!U87Tix|j|FX_lA&|CIGnpQ(aI4R>jxEL`XLEBP**+C(f z>iitFu-Kf5NTQQ9bdX)YtoWa+OOP+Wb?*0X!bRC7QE6yn?)853=mng4+&g!k%AFqd zBObS|_ttNb{d*?+b8E;QE?Bhm^WZ^JsfB_;tP(v?9#fKX$C?}wBI}vy!zf=xsKj3& zP+3?wD$F_Hu${Dr!mAU%5gZFi{wZXKN865nXEA}MMvAngpm6Wry$ZmTVF0{HY#4z_ zfVZ;^sh5=R{=ptqKRq?Yvp~tVBTF3=m(-@Qx%YIvKVS%{fY26z0%<&dM(@6fvHneL}8Nfq|c3wbSxhth)#UD&06*9SxLE<|i>yy~nSj7@qSy`q-*5RaVB{d0|&`flh2j9gHzmxjx9}o05 zAGCOZyhaa`VRd5_YpR$bg8={`P=K77cYXIi&8w@4*HKaq#i2gKToAug9;gvr{4JKP z5ZVc*37SoH?(B4b1B=18k3Ph4QyZ@vU4I?i>&=6PeLiO_t*jEaSTA0@_;Y#u_nRAF zV3Mmu*fO+34Pv71hH`o|R-V_7(;2cIX_s3OD0i23DIp_}@&mLMVq8;d03!~AyAN;w{EG`b4vT~6ciLJdA2WK|3vMJqu1B{{`(92p>K6n z-@rxPMJGP=9qEkE`{m25+pM+e5ilY+lyz%Hk88#CFzkf{&fZI2Uiba2Bz}Y zvrDg9>sI+)oEA#6?e)c)Bx=g4Edn1SU4XHMAtKa^pqxdabQCP-X<3kL)1%~bhNHM% zT5!d`u*0aGEzGFHW+!F%ojZ4aFh5roE*o?>vg_SO?KuMw{4dFunzh`R_~jttAw$|p z6g)P6Pz#LiPoyV6Z`CE+Jcbc;>KjX&!lORx_luH}I-q?eO8nMe-YoIU`=*bOP>D1| z_9}u{gQ@$SJ7pk0$;5)D{``=Q0+=!>-2z8?P2+jOK7Krd2w74wMieZpeOU1f`7^ro z?FZY+G3KUZE)`!KxoT>{2wDK5aMlrkSZ~uU4-b#F_I8+MPVr;hQGBo0EZ~8XL_#7W zJ1)m5nPJ`K0VN^4KW9=JwSQ%ZGxQumm(`9>IyB;Y_^707BQ*@Zo6)&ifTcc{n;QtVy&`MsN@WEdIjcggat_81iYrZ zVVL5-)I=N~$^hS1*8Xj67wO@$$8R&TLhnkhidGjSMp6)TxJW9XYb0vsO-h^Ou$tS< zlENco1@)yWsg7Q%HBbHhP3cY8z1g!flWKA2uWC7uC`t;7Uu-XYA^|#=G%R)cvtZ%vMMrdGDeH`p#qaOG$v(Wv+T0qkz!~gO(Oib_h(-qP90!STM^$|6^+l#Gi1GWq2TmYKl6$yS$T)MuL@&aZd&=u~DDLKC&9 z-gaWxD6>HZlPkgRQ=$)`BZbgbgX9il?{<=nq`Y`!!7wbR^xqOkomc7s4tPSbs|c?l zL?*fEu}IzSq<|;&>|F@h0u3`PTc;a)`jU+9^Y_E8PScz`_!z}l>sWY!?i`#D{n z;0?$MW)E3WH2wJTqv`DDtpa-K4Umn3DmB(WM4)}1{qN@&tlqGGJv&wtD&rse*2VZWZlwVG7w%n|d5J;z%8wT) zOvixmH(9nJDY}!efGH-{VS$GJ;oUa`xk0m_6-PsQB90%Ise#+j4)yB#zJ9$RxVJD; z+athb#@^2i?x}Q|Lqb!GccV~ZXcW=W^&7AoF4>zpj&R^Xcb@Z?Lh!WRc*&c1W)X{wG1*?_Di6>7gPtNg8&!G~ zGi{mzt00uUqdkIqykA8)(UrY$fVC`Mx^mMC zf>1%J!PDlP$3s3P?j|*H6rzcG0eFvnsY%Sz zP0nMD4FQv=IaCAXlf8ts*hLJB5Y}^MCQJa9&S7g6mh)@mIH|5;;v=;d;vm2jk}5cK z-@qihel4O>v=@0M4!d+mgeBpg346iYA7y4{66b(HfW0`R>vAN(s!Y2}#Fay=XcjH5 zGn37;-7r1YATsogvv~7rYhAs1l|&(;psrhovSu);zyML}q^t^;$04|G zb7p583H^$XugmpFMaqo?ZiWo>C(>9nI79C2OeSe{z;D{aa{$gvpyH5%Ey!pv&?~VD z-g9#!nmC_c(Ynk_%BGDO$xhDB{GjFVJD(-U<$*w^DkOVir^2X4qKa!=pAQ^ z`}WDgA}5c64qQCGLw*jov2FMudaeR^hZbTC6C$>nCmeKGbB4%%Wbl#mI3$hh5<BKKp4vJ9eMC1~CHEn8@?X0?sa$Ch*y zQ@cVmlXF#4gBtrYuuP*67mT2g-*b1b0V=Z|=~i67^V|_QXv$HICPh}7GwE7DeaslQ z;CsN}Au%+7San`!6fJ|^Z>DCA|=tuWuG!%xHHwi`JHA=dtI+-R%rdInnRgB47xfuXC4# zz*nXWBQ}}WBCp*<>yH4~NnII7D7G_J_ymBAHQaJ!2nY>=^5F@uz}CiG1V2Id)6Pjv%@Byux3N<6E>!SgF#Ehf31`OZ9?kN&+JS&U~&2KwyZgA>QC=A=U+#xSv@aLH62?{ zvFoz!F`xTmA0yg|(xkv$6vV}s_Gpv8JOYt?Uet1x|NBq6YwZ42N!!|52=9j2|M5R! zVdO0o#)z^z=WdGM=xzzUevkS0o=(e0_n+ZL=3f8MvW23=!OuW`TQwI_RDL`swS@_2NV#$f<4T0dWrEBK-(6KCysvA#U3YBmi75y9 z=eowoF#f-v{?!eBh+AndIm|&FMRjq$`Tu0m*taA0rWj}BNLH?O5A#+ zUkkQbD{FLr;?=SZ(;K_!N|x+Gz}EO<~AEzknoOHrPk&dK}(N%kMm@vMaF$nRWgN#S7ZAwYJ}B=$5=iHt)0 z03>mvVaA~=#5>8D&gHpN_85t?!-RxlSm1lsF+%>F2`eir)5x9^+bNX0l%AIaqY;J3 zA-;g7;t_!W`trzgjHfDM&;b7v-KY^2lj;m#Fv@5y6;u`dcT z6B;kdK-$fXq@<)O(Z-^Pj>08NmmZ2cG=HrvDsQK^@dH~yT~rTUzDG6T1Z*12qjc&?smV>>M0iNW&FwYm|wb8Ce(gfdKu6#;Je@B9 z-JAKM&SyK^lj7{<>GkKtj!>6OZPi@uf23M{`A?DIFYlH|-BtjxeK?VxnP~#iis`Ve z=^o|zb!%a#vS@xlDAI0d%$a-r^Pf(Ber)0}*0?C1!7MMSO2!w>(Nd2 z1%KQ)`r8hR_?Bbq8074BJzQ@2PMtw)( zjxcZ6Z|BlAzD2*>B5`Kh{AjyI%l=gWtKRvm26x_M-7f=Q96tkb7UEUQv}8`SqEJlT z7XF%)lnsV96h6)WPIn}Jb#A9qDC$9ffuZOnYRr_g%BZes?D5Xhip4+l%X80k_KdB5 zie>e;@TlOAC%@P2`O6E?z4ONb2A=V=pqj!g?(}{0Z+?21zS}NRJzX`u=$WsM&DQb1 zt(gDxc>S}x`wxdd`3P;%i!Q{OC&ld^H9ej+J;{gWLh*~cg`YkueX8H;>G@QZc?lI) z&Xtsr@h)hMpO0KG?plUrv`gD?3vw%OmOl{naFN(t10{Kuf0)7l@*Vxh3*x_gx&I>% z7=Ooc2RAo&B{C0TFhW~blb$)~gv2;>Xg(Rc?v_2zf2}do&IHn>1NhDeN}0tSL;PtX zfBt!dl#6U?G{eB@G>OlA=dQUm;yQiq{7+e1+Y}c2wl$>m4t+i2>pgBhm`8|8k3Ygt zjKWS)aWV8QKRzhdq@*MG+2T61nh-!}wP_gi$%{wgYP$sL@Wf(FSemANyC=xmMAKwV zRaGbJ?D%csRD(q`JR>9HvBx|Bs@=H6ixsAcc22ifcymRZPCg&XGo&U)Ju{!tEM{7` zZcvA;(%eN_$WY!3hbaZx^Xb*Mk9#O+ zXhcczW-HWa+C6`_>(?c3E~Gui*QYo39Y~Qlc@jR!#%m|$Z*BBFlL{3LCgz2@^KbV3 zgMmkkG{>_z56dz`tdtPb2kdibdn`fJ1Tl_z5PHyM@69rIBD_PNH6fBUpW&mJjBYM_ zVHT2_(VBNlCp;}p#ope&sHms{b>v~7UM}?XqYE;NKHx%(_URgX?6bA-53P0Xc6^_G z|7hACRU)e@=|h)oF<7TU9fpfeO|a4W32Btxt&w()6pJHiv{Hv=G(eMLS+O^74H}MU zuC7Ba78?Jf__)L?Q0Td|CfbxTaMFgNs%iuZo<>m3V5UO%82*saa&3k6z`KpaU->oZ z*DxKwO22dL_;FGtUbXdLSvPUhq;V!PxFyJXf6qYQ6XHp}EB*EJ05nKh}|*hi(+d3k*6th&34{jw|Aq z6=Sj5VYAfU5jMXi;shC@#M_2`g5ccm&zgp)0%w)c+rL(j1il69H3;g=SX3&#y1F~o zWts*Bv+P5}{Ed8f!}=E)E;~K}930a;GnzU9w=%mV+LK759oe?+ZEc;em$4=tWS{$p zYjzys;hbFwjfpteL4q`)vNhT^n0W-FicfYD9yQ%_&HSo0y^SUAw)ucKiCUslKaLY& zACUvB2uFD2uUoT5#|B;1qDh!&2EBChDZOJ*;jeSCrGm@ z%5_n&+Zp1y4YC=Pf8i{{J9sP!ydE-9poyzaf8R^59UJ!-(xMDXFS^r&t{^4i8*ew{>e2>fu%02j|}UVzUmGT4YR& z658NUc$>>XXk&^}-j;>h8qcY*X;9x`oEy-M%;uf{C2k&BPz=S%SKx$!l36O$$eban zEl*rbX5S&n3djCz&iuVR((^OvyB2qzfZS&ZM}(}_{2k`m=`g%xMT{)^ zVnNLBNQwJhL>rjoMjDt`7svz{Z-R0D+O>tSLYN>QBWE?M_K(3X(1n>TBR!xoiTwCJ zQXi8KJ+n_Lim+yQEt`K%!jd+3!+abF;u)wtv|Akf_@-m9n0NMd!PMdQbFhVB^4Pl^ zH>$XxNq-$g%I2wWg5Of0bCHF>C^GzrNMPsyO%zRuiIL{#=Z}nzRy=#wjf$dK^v|8CG>0+?g8l$z_Zz3Z|ytH#hX8LMUlD%z9Y&{Yuou zTREq5=5j~O(uO(c+%MxWpOL%u4D`7T%%rcI>9Ol=2sx^YX%j~(TKC5vmhVT)%FYdq zT9GCJ7WWQ+QBLx`FYK-65UF6Tm!Bu?LB!?_?8kJ^F9_0SaHsGT1Uc32KFqKJ`)L${&IcKOi2=sEQ{~ zp6sqqrV&pmRB_`kZ*F!7%TFsVPaph~3_>1jckHPTip%{(8KOA8lEM&`niKpaD2*uI z(CR;6p@I+NqEFd&gV$qKRzl=g1k^xZk_i?fl7E>{>Dyo7V@AQ{${QU^@2CCR5!IWnwi}2BmUjPAaXa|M{|Wy)v+YK6a7ajDyJca| zNKwy-8uQ$=l)b$;H|r0JP8UTzTqqWlcda=%EUdV7;8%1nJCQEm2;$*6Kf_7|S6TPn zoX@J1lz*O;=VvwVAIPW1&EKg{yu3KPi`ipqxMOQfY_^i2JF@o4bDwDcWFao@U5SSn zrXDO@L46Vsu*bbX*Jds&99av#Q~bPJ$y_OBf2h6+^D^q+6xDx9U;nc=bX95DkxICx z{`=g~-}w3ePyDG?;nT~ly@zv3yJ7uRdB{H}6l_r)rSIQ8>EOd=)Ekg|&wR~pyThsW znW^5&O)Jumtj30aImf|G-#UJYxE9%ACBiRklor4;k@OC^K5oNbg3Ec62jqROz3bMm zk4Q+U=-%W-i-?fz8j$O4%&h6&>9u0jDn--+NwVHBcS+Z1yw&La_sv`}Tq%d{u@7D! z@?`bkl^hgua_A^K>@arUuB73xvW-$l_a~)yiDwi}J=H(sbM)>KO3Au88N)OrAwlk) z;yZ?(^`REZY4poXnp=_|OR&&%Yfsxtrr*omqp!e1;nSTP=eQ8OMJ?G(&t_%qiJM$e z4{`Iq|Ko-N_5Lp~^!$lcWI0o2E&d-thp6?R-GqNz^8bq!i2s?(fhV|za-%A^$6HD( zR#_{yW*&UGa&R0zpe|%$rJy9IZ?kTE^O6ly9COLAfNUVFb&jIv-Cl?3(VwF<^v;w3 zdQIKgb%Xo{YwLgJj{eIM-v2$r|ArA@wwhpmGz!sx`!m`+qzKVfW1iO|`PQye89$nw zoDB166+z+ftM0<&)M!|_k#dF&-`x0?tvq-B%QCpAP0(;b4o+kLUD0RX}|3{0Y*6=05DI@4Aro+ri6UZ=ez%gL-)cO3XkaWsvkilOrR!M1JHg zA{~NPuA~uX2|N~4oz04}vM(FVGtUyt2P?xTy42j&DC5%WRL3%qe2;nnd8irZ zU-V^G`vrZ$k0G!u7~qdUDIqN;V6S%7lg>D2khBaASINtC;n=7rY=qJgHRtIr`Hz1P zkPBy=_4R@YCsFbn>9C>05_a>+dVJB2IA2#t0>I5u9xL<5KTVRuc*wafm#9NqtkhB5 zeecd1ODg|hM6;g?q`|tuKvCE@cZ4#VI)53r+Z?YpgS;f7)1Qup=A{ii5~j{*F*I=2 z04ma={?x-O0*w3H@SDmo=6QxZzCwPv-(%DvxPT5H^o}&3rP!jnfV6Ci2KIB#{%gES zg{+Gg+phT?$z;k6_^@*o(~2cZ2cXZreDvtift1^~ZuzDLO3jPr9m7I%H(25~r}$>R zPWiP z>eY6e-g-sU=&J!flhGt;6%aAQbwk5`4$`$SjwrLWaosq}iYpGFL4{jPOxvT);$V_x z`)T470%yk-R772z%?PI(5f6&j9!*qSFOaG^e9+bK+h?%z({0N)i{=;(pn^5uf~O@ru4|fL&|n3 zTmd1kj=kd3En0b+h=2Z9QRgV@1Q%1(P>hPx(qXW>sm>fGn=HG<{_TWovyzrv%-7ia ze$(MZ?eJ$tjK4+uec|}FFEJL$#tlW?o8s;=D5{WC8~hE@7<7h?LZkn}H6P_&zH;3t zS+-<@#p>OE&A5VwY}D?X>U=NqDL0qiI_;5_oi(WS!EiokQ5hI`TDA^qU5R|5mgwkq zi--A@cZ|K{bIlT~qx$%Iw4~mIurc=&h0=WcZzY<47T@FV9G=qu`t~kZMio)>dSWs^ zbsuz#2@gNzku;k}6?%v`sGAKEhYhYir`sG^>+x^Eck5}32pek?v)cHhTfUjb9g+_E z!1zg-dMf9q)q@@4JG7aNW^nEzhE}kY`w#J(Cyd@d-TZW}u=Hs&3MnW_SteR~?&Htz zKKNq?ska!Wo=Z*-ccbrPLd|R*jY-d=F(oq9^Fgg++uU1Eg#SxKh9^HLg9n=*f&X-c zBaLC()HiLZnUE5i0Ij1X0Nf?|;oLA9UPw5Q=$R-W0e-6_aWzo({Oe15m>nZBMtbJA zGYHB5Ccg1Es56i5Cu%%gjD{jhx`oohP{jLp_1hnQQUzL(=F=If^HSUY5;FF;d-<=U zlDWEDO|I9Jl%KMhQt4|E443-9Pb4)Cjmp{d)Rg?+g^=bTV9$TQ739hafkvHqfon;8 zAmzvLS{cgtw(p!}ThEcnhHMe% z4X(bEj8ayT3q@X}>8iveB*}T6^dvenIX;ipnzs}}n{`rWcu}fX&$+kTXss&urr%0_ z=d?I9x@J{;;Ca@o2jT+_?@YgqC=Eml-3HF9xd(ClPSonFq3sArm1e1pf9%e!fh#M3oBv^SA(N&z;)~?r`S=&$jsc;A{xQ+c>k@&w9s~>Ok-yb~VS<~F3;#w2 zFnmwkz2Co^O8!B+PoaFjH#Z1|OS^e@yEsUqm1++$@VJcUvwlhgZ96>AXnh}LWE^4^ zqkf)38>kA5j&klSA`0^IJ8tK13oPZ7B<;33Ixo#Lx;TamaMe3I)>#DXTbVzFCIf>2 z*M@p-8C2`&`hs|gAF$(h{{j))f&N-el;2tu+nRN5FeNH9hS)#N}K=y^N36l9Ze zLK{*3;lE7z&QFPB4J-|-uUDhf=_my6Mbhiod^=xf#_G^>avNr5(WnVUJzSc1EKFwd zGX8Sq%8P7EECLQsJ8ME!BF)H9MolaNQK$RW4^@S}C(`jp)>LxMmL)apTy8N5$1=`^I^86z z2qXcgHU2<9+@BSM<1~zjehF_Eic0pMv=>ok!y_Wfan3+8_~Ir2o8=lg7JxncBEsyjBb0u~S>b4b37M|kJQLj`yckWL~)YXW8?#-Jwr0xv! zdqilcI9gt+$TZ^sL7*uq57PJAXy5UiIKpszBfBKlK1|ihrlvfsXRZz%nVz)9i~t~4 z`d!MYJ3l$*yvufCc`p`{)!8g8bxg3?=QI@4WeKEYp^odU->`uTr@f#*s4A8^!i|`+ zFJp_>*IDPh+^&XY?r`V}*3M`yb9Z&6;KRgLj3PeXg%KmwZekTiLlhSWhd4TfNe6F$ zL-#JMTA$`Ss{yG!hEXr;ba$BwBCHQ>wWPw0wi`M;P}9>D3#LwisGtg6wz&Zv2a#wt z#tof5l-xWX^OzA-K`r6p-I$ySV^ZE0Y<5bVnHkIVb6*-LHOZ`ETjOvUNe{vm(e;V2=^xLynVc1I{P+l3$(}V3eVfoH97%Z&ybI@n5VPIg zuIsMMib_hxD4HJv-wl@UuY@HV#T3%4;_*q?`=I)^>D<}L+=-D`muR%2j`TJtyNirI z!*U7B%R3@Tf+CwFv0{@>@XuDIUFd<7#rd_QfB{PD<--yOIqt`f>9W^BRJM0x%)%%j zkfBBwr6w``kxpaco4`84Zz|AQtDvYD0>;~g7Hm>LA`gg$J)hFY=o3Xc6j2-t0>&%ilzt!B_%KFWJ7cJ zSng~#p<^LoVdR)8;t)W$_{Rdqtq0FZhgEJ>T>r-(ulgD@Y2o1?G#C@9H%{P)6Ywsk zbzSHtE<@=qS-*q{r(|lAdL+BI#&*dEElW*tyyscpgO^{4P7ljVhIug{8j_}81l{eD zkUx|Vo=FP_`1bRCa>m$!ENg>bUp~kP@#FSNt&ms zN_a9?}wzcDcW^**N7 z&gW!08+i;g3&-L-OL72Fcd5%vB6)1?*ep3L!ayO09RdPM=#C+t7Gq=Mj|n_zP{DxI zgSz{y$}3gI0z#@Gi?WQ@<);*Bwj!r91wYZgKw1Ea&hjxiw0nBcJGTmP<|E?+a$p!E zqcYAlib?y*Fhqs$B8N#tEO@-sy&wPO1{`rg97j@zR9!P0&6y8bf6&-Mn~_RFLEh8T zlZYa#0$S0ItAvgSoYu=5@#@vF-0^q3pBh=0=9St`98$z`twxXZCF+Ldt58MW8)zwDKY#BPVB1u?oy3~P|I0+Ihb2GRnq4eNyxHWSH{ z*d{%6Wo`PieYzh#BB@pH(Hy=h8nVJg=)`Ha8@sp>cW}j_-MO_5Mx2 zcFKc`Vuf`hb}D$e*FM&hPC%2Bzg9d*KLhhd1rw>eKq7R_O>=FQolF|SRMk9t2cJ_^BHa-KL?S|iOL zOMb55q`<1eRbE+>r|r*>+dcjC+DqZ6%HrmxCW7bEZjqTHZakFyso_pCBq&Lelp;bZ znmt4GW0E50;lS5UKf}*HKx9O0b%392P`6X^0t$k_AmE@9$C8htoR8Tx6Fl$1et z=MV+~!H*KW@KR8I8p%VzeHSM_?Q;Vw0zLNDr=o$jE#BdGtB#Jq(PB-mJ6zX!zPJxJGz@3HEBh^6lUb z=DADi{LV-X;H4{hI8-{!W zKF`+0<#71x?AfmzX4?nxbBKfxg=7H!gsmo)94eO-wP67-!X6>6xHfruLj5h$Kniu< zzI8@e@;5~lNO%B+!SsUPM`vzqBe zCW^;V@E85HCZ4nADv(X%`p(5iZ&3sWPeN2Vy7!0z=yXvqkBh?&I+|31V4I4x=tl^x z=YU_k2d-*-r4nRZpu{NDISm_pzo^X*!R-}(63&T=x$tlHM4dTO2QsCOK|?z8>~1_Z zxLOZP@mr-r6B4EH_M3b2tT1@jEIAT3J`Vll8pvdj^3x+#2*QiF3M7d^>_IJvqY+bvZ5bEa z0!?0=T~fz{w;&BW7$rVj4DM?h+7~0+eDhq(l#(WHgiiFL{!lX(#??P*gQfu1&|KFx z6yn_jfZz!~E=30#a4~?u{4956U4{-2cJK?TcG781t;w{>*AkUh_{^}|HDiYmvr)qb zATXHvJ@`j}K(Th@)P#B-#w4X-Q%9U{pfXNi$RbB1T-gC<-f3M%yP__D{O5R#Vg(GbBB5(fYqvOo>@hWI)}+Qk}YfI;M4Srd}-GU%g;r@N`Vj(a(pGfR4|(Kcj=Ru_n{V(9jU| zBWp*;E3P5$S5Qcg;E%c8GYC?XC_w;)r*U7v6;Qx}2=3dFhA3`kL4ggS^nj^ehqt1D z75y@@ALKUSb9=$}y&U9y_$rpYx+{S5dqIh_8l@I*-nSb}a+oQUm5A_-Y=bA4`J#o1kb??!I|$b4-eaL(rt zwbD;Us6fCEj8rBCvDF=MaJ5lJ`Bvwoj)Q(7*1Jx&I+(fK0V3Dwil8=hAv$7g0r3`YQ zWow1OBF%8~t60oP?#Iyw!%(8TfjJ7d5l~P<7P2Q1vc4!XeP{qpoDS8@i5A9!N>PG zuPTYM6Ml_kn?{~kiQEziy50{l#PQ9qUc))0Y5jwIFE`s?k<}m5X|dkmx~}|Eh-*HZ z((sXuCgd+bs??w4b)VltT`j%gzt)g0ENK!GBt%{hQ?726eBkY%6mL8(6BU!X9)7}Z zeNucns_fhO3!L=@dS__#@6LmAADOp^scuEef7FUP=T0L7Zw7jw2zeV(3qVXw+6u@U zkJX#VnCm`}dJQ3S+`-kTr9JuuvF}ElD+F_y0P5kG1MiAJzzRA}q&kAM5!m#8pc;v{ zb;svUu_=gGymrhgnC`bPwk|>uzslf-V=k4c)(6F9o;RuT zCodmn+J$LuTR`Z)W-o@y(%q&zF4-j1$R-&3$nz)9;uV>f=hCPK%Bqnpn|T)rYl!g} zqY!Gwt~qo0Yia2qP`b0BmcX_Q??nHMrkL#4JBgWt#UIB4tXd7CmlSi*iPYvI^M z%$RN6+yqu7>GF%qs0j$`4mnZ41KS%=l0ej#21yPK$FTzTxDbC@6LUmH?!o?3DX3Tw z8RRWEe)4c1`eJO2d+wjpq+SRf;d!qFxWBHiBxR7zGM*7dEqs`Vm3TfPe2 zdi+$eK?tgkaS%%C-Tuq%>};P;$+K8r30xT#f>vSpl1MFp=HqbB+QN1xe<1K`SAh1p z^~u4II<5Q+zvZi)Wa)uYL-hXZEdNCk5}GK-d&*W-cmE1FCdv$6J2@H^1h?2PoAGkH zLd4XO%B}!efL?!+=oZX)0uO15q~*(^PqiVDt*b_MrwZefTV6V!(gCaWcDKPj}c)j-EZb{MD*Z{<( z?7sWz6{Is(ERAX8^VfK#U5?}T2@tTZjhi~&h=70L*`{S(rO`UYb}VnJdHJ#lA^Z&*DG77ORx(+=jH+b5U82x3v=A)%3=YLf{n~cyGO2k7 zT3pde4lZ+rT<)KmPP>$($*Jk;>SF2jO;Y!ecgnWQwJ2u#G@9~$u4(d?U^KtnCvrdB z{2;mP`gQpQbLX4{a3S_t_mYLDsmJi)(WKv*%Ka{w%NZ9JM?%w3mfoZ{^{J9=+HS89 z_Q?=EkMqS%P&sUQlxUf;`A{ntHXpHtt&`IZ0~PmEpp(?r7=9=lbLFe}2M0S~GFdrp zGMPVK!hzT|Ni|I@z1b*JBPHvgh67<|0e#6^%e*O zX;D#gRxDp`W}&xOY0DO;@N&0?ztXfW6x3>r2U=z%$k=r1UV#~fNE)7T4EW-UpR^rM zo-BjONkR6#8`@i>w1d3|N1?Xw03Hyvbt~TY;ak5#Fd#`98rur`fF~L_vBs+@0j(SL zh}TO;sQ_7`8Sh6OHD%>J=H|Z@&(LxoiM+9-=n)F_@5d&ozvA*J>n>*%2L|a82Ed`JsMuk3X5U*cr;a8Jy#A@5%Cb z>}mGBd-cv88x>Hx7y8&$3Wk(oZ0$C6F~5BrM=u3=+kSAb;UM<16qxFPK#k8Q(d$>B zd{K>*;PvY`535$8{RV&5PpWKS6fOV#X~Ds2Y1rq?loUg#AvWoay=IiW zo3ygLcQU(-eBBQ?#Aq!C%>@vijjF1eZc=BAmYgwC<{|^(d1d+KM$4DAMA@<*zmr}x ze`g&@SKqqs5Q;KJFChI^D4i(vVMtG7#c8nz2;U?nCHsJw*kfsVe&y!03*(hwpNrrI zy#fNPu&}t$)*7+`B9#kSc2<|T+&p?<8FN5C`10f0Xoh$~d)x*E6qjZLhs=^C;!PbE z>?}oWly&Qt31T_^{W^W0N)A&-3K|HYf!dY;2 z@qaN1ayGPYJ8E_5+>jVkW&7&3Dm!;+9Vi>oR0JeElpZ2tW~bpVz^G*Lc>5qby(!9i z_wIP=1cClEfYPh|jvX&Jhjk%PYT?AH+Uz>SaCf_4W}ISW2DXF%c`Nk|U`j9w$OyAK z`!NB?qY~N_HsHCz!X>dnj@CSn&0eW~d#-zgT?ymVAx7%c1DhI~n^okO(hNarKVC{m zNG)s+-O&}`Kt&}vIk}oG+f={V3uDpJ(t^_3EpR3yN~1-;uKZoY_U>Hq1Xr|Zu*l2d zDjFKt)~uJwdf5OOn(^}Yt(KMOCrW{n(>1SjU7jrAsnH^s8t2A}eZ99+*gY~{faWnu z4qhnEc>DX?<1Zo2B5^HqdpRC%DRO0?`OlT`ek{Rk4r{JvB8^x(3`!8wmO2zw!L zVT}tqF*%9cX{{dOC2vp9Ka}_bKcTOO(}SXWx}u+Mb?$ujiSD_3=gj$LonEY1t1@nQp1n}f7# zCQ7v#VTugKP8X;Vl_>Rr-pPkVQ`NMyn;Tbm%a+Erw%qjeb%7f5BW+4uJS@!A6yQ8V zJEO#^{>Q$-YzS=}DFJ>4>J?S|#nCr*?gMAP{2(1XFy5J3ZQ z1BzTI8DCPujZ}6K?}rz1BRS<$6*t~|Yn1KnuG)Tg(^@>pS$tsmcRsf1T57NYlxD@6 zrXpC{`}5C2AX6pK{l^;lR~fgx diff --git a/images/rosen_der_zoom_5x_best.png b/images/rosen_der_zoom_5x_best.png index e77d1b161e9efe92ff7c755017f07c9055ac51b9..0b282a84aec5e297afa75f18bb8a59a1b67abf5f 100644 GIT binary patch literal 36278 zcmeFZc{G-9-#2=RMkUHrrlJ8!Nr(&yp_0lxr!r&=A+wT_LMkMckOo7BGLNY!Gi9DC zLuN8Zct3}J_u9{1&-<+B-fOS5_w&bV-S@BJa$e_o4Bzi(I9W;5dE$Xld#~kO5V?w6I57r(DO;Tqq(%xxo zD(!E~ZFz3T+8z8~${ByW-#qqJ>wdRoho@6+ecS6;p1dwx7Ty8rY--HziAC^zM=4h~vr zgpFw`Z`*L$%`HBAt+?8Y6AF2*lXvdji|Id&i8W+fnp0Ox8rhSMtF_;nGpt#&X0L6# zq()e@eN9abt{;*wYTZ1c8I(jfO+9K#7614#$KcRV{9ugWPd*X6l98GDY)!O6oS?6t zUvJulxNHhmPjp6i<>Q0e1)fsHw>MGm+Of^ls&dHA@L4rp4YmJPIz9t!QZQi{3fZY!o%G2Cjb~Z5^`5SZ`XU?3VczAeZ zW@Q<776%;lx^Uv?(IRgu>N6%L%Q-kWw6(RLI{d8E&b%0PxZ~>8Wda7-jFpv@)eQ|d zu3VvNZEH(8S3>8TUlPQ1L!Mh!Tbs4^%a@uYBNBjEKjZavY}aQe2jmnLS2{U4 z&2-&Uy*NE=;G17N8MRMX7z27mGf`JoRdqdns-1fNrv5q(iA&!3`O=&Bn|rIu%rhz| zC?w_5C0S1P*I^~FO1ozkrN<}+9hQ@$K5^oNNL*Ax!rFMv#KRclsQ7qVOG``gFu#BQ zK04Qt>#~uoHjG|WOboTKu<+W=`&V7KaAA$d`1p8=c@6hlo3_ok@xA-^U-R*yJ`%9m z_sa`aY6>o1lWBL3QW&~hud980w_dusZpMURd1Ym&#|kAQCN2f_^c9-s=DgcBtUmGR zz?BCNSTnP;qcN)HUtcnqRzBj(xe>@I<&ST?tFETsv1148K_>xD8P7k(4a+IHxw+NJ z#&TBexmmRi+qk(;n?1UsATK}h@U=nC^%IXJqIBMvlGm@Hr8Pc(o`ypHe)jCyGw06v zte2jlT-|bJq&@G!K9e!4Dg@#`5E(?3#*2Zyf zr|J<+P3Eb=CZFN993CmD`83l2Mi!PBx9MS}W5;~nyb&%AJ)>(?%m%zJE<{< zzMfbJiiZy`n;LGrwT?~n8@9m;N^71Qi>Ie2S?5+(39V_aAyv|IYn7FiM<*wJQ&NO5 z57$I2>$mXnt^WM^b9H@v=%kd#?0(nDeqW5&MBkT{?{BOx@maY(*=y1Bva9Raj(m^H zBYD%5+y^RkFI2gnJ$qJ&De#z`xbpn@4x84@E1e}lF&M3jc6L`XGQ`Hl#*&?ebPpUn zSk}fh)SMRo*2c}v?b@|#XDS|wq+0S!j&(i=kvcn5r)Bj0+dCiDedkx@=H=PVj2b5x z=51cjDOp%}h5Gx?pEnlf=Q?A8q>Db^+nM4q=OpPmvFg{aU-omaK0Cg8iK5b&VaxT} zs6deR7YcOyCT>#rl#U#^&b#U={x{>bIPJBjrC@Qv?G!x?E->}ujak+Cp{gfR8x0H$ z6lCc?j1(*y)=OXNJ&70mYRz(3Gv_+d8{Arj=V4hcORtrny|uwmU47eB-xtOEO54u5 zx@IRxZQUxXIY72tu~qY1Wkwp=NBc~URtOd@PJd)E^1Hgl52F`mS@r1?{Xkv(&NWxJ z%+Ad<=*}B?%{vD4-wF(5#+Aba4RjM1Vq;^^P7k+{J8>MS|J>{~KdFT~sj08m%yk}l zk}!`I@dKq)9xvE_Ec8<|>cK}$)6ItuAD*?hPi+;#ZS251O!e0tdu`xqfOhk-CBwF? z*}=g<0fpq0s;cUKVd0H?46?ViXzJ?=q+2ze{#swpJkn8Ml<08V-~X;bmH!?U6_sBY z=MA^~{TYif%1Uq3)0rI|9Y12c{7ph(_+2O@r9%T#LoLyGKyzc`t;{Sex1xFde^x%;h-XL7h?|%Z z7Z*>JF*7yg&y$INj|YC6k&$#MXUnSSjEoF@JtZYS%%C}z?!)?$G->_3=o2 z|NhN2aHX7QKJJ z)t@^bYsYsUTYx{og^`|~vTohFXV0H&Iz9}+mc4rY`ijs!MuH7CW@a}E3lI4&*q-*v zaT*$Zx037Y%lv_cBbsHzimgqzYO9Qz9!8d$b(-=2A??{r#a3c5TtMIp-NsgozY4>}KT5fx=d_iB85 zVdJu8%NUE%D%T4M3GwdU?VFUer>811$jI~ea?}l08Bh1LK)sr`7rvaaw%$FbLr;^S zowAJFD4YEHCy)P}(%Q~cDg|Mh-=)8`4 z&DpUlSFRlGkUPal3SQPYBMlXQ+_P%vH9v2-h`Ot6f}e6w{PW5 zO?Qlqj~kykvqjHRS;q_0NWevh$23RfBXJ&C|F=&7vFx4ypBT3QWS(l)csuL7nso;SpDtEs6`3g_phjbdDZLF>+XFLieQIsVz) zT*(IyA0Ady`xU8!y6_-8{QLL!H&WBL%3c3f!sYd$G-Owb%eW~@-|E6!M&>AF{+v>- zl*>Xst1mOqXoy-KrKgc}n>rqq_hay0*Z|+IUGYBzLdwd@s44r+s}J=#nKbmM^d}AK zYAIyX)x?{&eE9HT%Yg%|uV26RyLt0eqo7oSziLo za#>UP9&i#8wYGNDhVFAQ1qCuz*4B343aNVg`!#i^A0KqSKimnr zKu;rEuR2>$`daqmJTI+)y0U8?*a%}f6BCp1L~ji}4HateDq7n2*#1TX2QUz&uRGVv z{5jb@zk!`ypydWo0M>~wSdV^|{qhdax!n)NYy-nPyM=@py1Tp4@=r-CTuh`0e%%`SPF zzVKE_FOcVkjT<{G=IgLmC@WX4Y|V91ORrZ~D9!gxK35XxWjU|%a6i?_-<^(OdyI;K z27r!lp~$?d4VM)Z6r@);)hBL{=gK5z+kOojR^a~q{EXGBSFf3ml<^9D_H5g#t0()U zp7Nu~AEfZkJ7sSYHvNW1{y@x@(`m5r3J6Ejte!~hpoC$8Cx@6#tM}u_j|U~3hFdpL z4Cg#A)IM8{VtDb#ht*#b^;l&7jQUtbpy*I?>j&l5tqW+_tfkl9mED@{Nb5Z|{lL#p zscnh!$C=dnCZnC*Dk?gx<0dOh)l(i$O?hy@E;>O9i?MIdhuTe&wIxsb8q%L zY@8bXE;ljM!lD`}{SipFCe@_u=roUq49gxvf$3f|Oo#O19|yl^-f2%dPD$OD%n3!Uuv`1I^NYk5@;BnVpyx3V( zR8;-OOqFK&^6!I9Zyrc{xCU5i=Q!<7ee+XLoMaChN-zi`EbA&&oBtYb z#j=Nc_wIEEod&T0+Vo_q&|J?hF3dN+F~K7g?)MCm08-+{f~qnX%!FIs-7uXZ^am-W{tl42(ZCSETCOou9W7y`xU z{B%dz>+k4y!4Dqzfdf1R17el9WS(X@Ix%q#JP3fo*xa0;(oXD*i;j*8Cr{o?|fAha2nBd8FO<^=m;eav@-3F#IT&@gBk*IVCT9 zXJ#I_9}@Dp{=+gt|1b4_T}>Fq__$9@4A1`k`}dkxZvldMUOMYG(R=0X+x>)BK)JXA zaP{c%wLWe#Ou4W&KSo3UwYZvS}-FKqctAq&Yk;+r4DEv7@eP=Zw|(re&NfJM>1admLnvu(ZjMe&Ol*u%TyF<@@&mi%yvN238wkus?~QeAZfd$YH8quF z$7FbUtn20hleJD?;0&6Yp{);qR{Wkkc@hmg^b+HfZquf#4;evQUq4}@@ztwWKkjUm zlLxj=!ICETcEF^R@fQmH8jsk?T=(Or7(Z55pFG7K?6>p8qmzxy92~okZrfm27P`AG zn-hy`LyqIX4pED*O5_&F*rc1+9R4%$MfKzD+iSD(3D3aoDd4V#TQXFQjdXN$2%OeV zGL(vS)N%^MNdG`%|A^{+OF}{-8vW@2nwOA_j8R|a-1NvThn{izM3E7F1$E|7cz?WVJ_PwoiHiUP0mwEQ3cu&i zpQpM-Ni_UI=luapA)u?HLnuwOJa=$T6&L~veRpy0u$y+>yiwc0*jRq3fX-Oyk_e%A zl{f!KybDoU+fRWz-K#hY)^gfWT%KRp?uWcPw6IU*)5d&{gHQpBM*VRuoh5NYe$hNDE9>ILi{5~i^+`ra{q}wfPPO#Y zfQ)-ZMK$p@0I0sC8!}K)0=Z-Y!4wNpBX8bZ{ahttYKj(b%FR8y$a)4ZV4!Rf5Ljz$ zY@9R*E$;^Sz~VY4@_mN9LXqUJ$L;KdOsk#*K+Yk;(qjq7A}r!~5m7NQ7N{H7AvH`) zPJ-zB2%A-Yn&cA@_yC2f29;{R#n)AU#%R6oP@qnMi8Y9!AON8E?GhDDudfXE^ZP2N zq_hf~#_0Fi%fNQ>@?K(pMMP&pOTW2_l+Bhv7LB5kwzXJ zbf%M)mE9{MqHzBFHp1^APXSs{Q7$h0aXBC^9;Fz>*;^OSvUc4%yWZ-p1dcSfEwW`-D8+PrVyKF0o6fk4+cDKkHA?aBX-{~56Lzz-6S z6cp6v$ZdQk3Ou+DsQ362NuB!ViHQL>H|{)(g`Md*zzo%87e@;ev9%l$>h-3krq_dc z6wg9PBn&Dvl=--dim`=7++NSoZ}0s4{flCcg^@OyWgX4?0}H*nw)QaQ*wBR&m4)Js zca4IGStl{=6-U$=%ld>fg;;}E{ z%1*v|k);~!wu9wMv8o*OB@F|*S5%%SK6U=2x!75>j{W8V?m3V93ofi@UIk;}JVgnv zZU|eX3|B`{Q?^J+<<(LK%EN^TZZjXj_wpBJE%o!=Hzn$(#Z5G#;xDJfs_h1=+l!XJ z>Z&(rd?yC&P}P$VuLJ$Py%dV>Tl1*5&%HLDJJ;zoFR~>%?w7+=rBhB$qWyJAE7jc8 zSi?7A5<|Y!G|0-8csZNjo8G(ruHFWSnAx=^0=*r+ksHTm#D8)3u2`6!c=Axxn!kY)f~E4k9mb8x z#;_$k0{YSGBq)Wgt+_`!7XoH(@iFABk=cp&H(b~r;MZ&N=h0IyYCOn!G+W+XyWTe# zdF{5`B`A1AU7ZoK#J0H=MLEtRKcKr_Uig#M+6a7N3~4wu9oi{DT&#P~P~N_MdwvKV ziGV#&`ecZ8M+Z&DLIFC(ax~p!1Ddx({mjUUOK-aG&uOmPSq!e=xN-?KJT=j1Gn3{b!#dm z9$U3B(~bvSDhR6Wg9i@^%gSiSe^w=p*%kL^+jsjH#RSO9_x~8{E?b+jbT?mVs0Bn~ zP}RT+&;1_j4w~fARbtQO<>sD*yqBm;j0X5i8u23ocPev% zNZGLUf7J)d$*XS!{kRqx$z^r}CJ_U}D~1)?&+K>WzMX0C(%VYDgD;K1TbUdG{*@tE z_Z*QJ{(e~mEH%)jAH5P;K^VZ&*R%S+eUtnkShq8S{;n=`1Gx(qUd5HYypIxl`}S>h zgJPLdYz5L6q3%IcewqEqV)eRpAB%ixgYVq&MwLPJS=z+WUhKH7bjZ=8lc7n$diUe| zPxG53oV)$Gb7z5_-}c~K*L_{MR!y2^gP2611b~A)`j`-O04yGjW>xxY1u1cH3W|z6 zTeeV6ojL_&EVsx>mj3*nzeOU>V{NjMbx3F^cLpy@wu)nv+0z&O_Kb{OEL*1SZ4xW! zH_}9vZc+qWNwa6yxOZJL#8(PP@B>=I8B^0K=TME^A$5|D{pziNMdFK6!)cW1$B>e!M$l2z|)BCVDv}F^~n`jG@u*?|WM^_JEH*h4Tb@ z4)(Wo&mPr2JDc|0o6s}?5)K2L0I~HprtmO>b2g}Q2N$-q==DkebxyhCh4=4ggjBPF zV%3zo93W(>In{*Lnq$xX8`6dIylI+Wjmsc`U47eqV*iL^b8NnvHkGnUs-@K7VvcnWnp2#UPMcB&rSL0 zixsgAJ=pq45*$K5j7myckFRapw^LpI^`zpFI6)uPH8rwu-;z;!jt-#A5SQY1KmgGi zpr8{_a0uijt@3Y~?lt(ZNn3t|6{f|XpE8T@{1|xlnwGOZI$*a9{wKwoPwn})q=JRR z+S(6VU3CEPptShFQeLr^)f*746ZClo`Vs>dSJ3_YjI6AzpJrdg#ztYoV*ATx*tG3+ zpSj4$$oLIQmWVWeevfxs#90iz@Na<+5*!wG0}HYU8Xhc|P;2-q1|f5pLWLkssnLl( zHR2A!>-+HW77Ov!K79Q69eoD8PUCjg===4*x;}3t z*9Dn^PrxdbBwkut8p3zzq>7T#A-KaZ zj4`h3p|&-pV-N~a%25ur(=3=MPoF)b;W={qkd2KX(d}<<7CHJlw7*h6?y})&tSTQU zKLUku!#ww*dC#_H+FhQV;7hk|xsH`qmj1E0_$(v@;$bfQ8CUiFHh`@G15XaC=Dam* zB56LKW%cbX(OtL50+TA!(WVZRfB7=-OThScO-bW98b+I*DUjk9x8L&So!zPI8&D1svF^niYzrCsdGGRkn6 zTVw+>^L6;2{JB`F&#Rs5;xsPW+ZRCxLR{sFs`PIf7=aFDTBTUWQ#*K+yt z_EbxQ>#Y>L4@wF zi@$*echm?rU2=N*iqV3?pJ4HIuVcKvF$vzGv4iIas4b30wLyy6U!B!Pcf4JuB;K@@%NqGi}Jx;$r1=3QLkRzB&5!l9S--((X-#}`;N!@ zgY#VndNr6DCjk?XYA(+iDu{X~dl$#b69PF7a_`zj3&Skf(kS<`5R^-%;)n+iD3sLH z)HsiPq6gL|Y$ACCvntLkYYfW~d;5J4MJ!jSs#aNyyxD;&OZ7FOr&*K;_4n^@*|O!( zl#+=8md^o)p4)5q|Jj#wnJbusAHr!s?GN!h)&cPbJ`N29Er^&FqcFCkK=3Hus4r)` zOGAkCfNn`7Gs+%jX_VO#C~@C=d;LI>iz+MWAnqz4%>b#K@NYmtYJ!N9EgJ+0>mdOM zEZypqbBc^iOhoFN=?*hGsjJH$KR^Nn@Mnaew$04W7GXxPqj!N$fA8-0g*Z|6_y$rc zfZ^95mLufz4gwK&F6(}CdL)0;`X*tB(z;F!u7<2gsyjH>dr|=4S-eLk1lZYQ$a0Z? zczBpdni#6l-Wr~!!@p4*)^rSN>lx;+|1&>NL`?Z3N1{O+dfRfuAZz}D6ny^td6F?8 z&EfWK_g#~J<8`k#Pz#)PTmE}_oS^Kh=GVvQuN`I4Wuc+Mz+DG4&Y$hyg_dSq{Zy8? zn_aUi;ro`8K7tmXg359{LUbL4o{^CTqnLnt2e%N)G3b^M;Ki@+H@HaqvY)$v3<-2g z67s>G`TQIraTvU43*< zad9!xmC@tqQR7h)A!grZ6QhG>ljN8XH>;Ii0H=kNF9P660;jcAAEsMTaq$Z1F3?cp ze`PHdONKmJnv~Q&PWhxh6giTM0e#Wvekh;R9|o9^l;IxG8r`h3>W}r_dZFU3U-uSM zZr#{8&!#ageA}=630P3Mp%B~iC(rlp>nup2>5?jcAJe6%Eo!;R%F0UpuX0db_WHS@ z!eFcRf>^5ztJ#@gqL>unTHTylYGS&&x@(h`*aJkeeSp*TtaN{Gje()S7k1d+um3+2 zk0eMJ9Y?Z12?@vROw^AebA_%FCm7R=>b_;wGCWUQ9g)nj#ENHrbuut9O@_wDI0qnb z1~hi(&Yh?Ir{lWulhI$lWTBfKK71I1v-FsC6s%Ugj~_qIbe41R^75T@p`JWnn`Ly2DZ?}FXJ<1G<4fY^# z-bye`l1~rK2IyZ#Adh zod3Mx+V$&XnIWcd7@{oWEW5Nj>n_cNmm!_=5jUe>_HXz*pD(Xx`W+1RH!(Hk2D*3b z|0?V5o?AP*hT=Ls9DwMP@6>;hr@L#>a3?Y{2sT_{Y3UkB^n`C{CK(2xNo|g-0)+WC zJWL0r8yXrl-S(%wW-AJIH}-6I@SXhS}La;*;`E zZ$7N@U@sN=IHc>D{`jQobZfodzP@)YEd<|U9;qnc9-ld2L@`k4H*e;jc2KC5*i}D0 zCZq-96D?8>rX@Jn1EF&(VC7q08p0j!bspB=Z&|+<_x(~UiF0ME=HRswUZqj_{dN0#1{yd5VZ!J{Nmh{H5?-nWnvY# z--Zwp!-fr4kualBo~uR*vW*N53e1h8Yj6>aVM*RNlXQs0D5 zxfRU&|zy{ zsqF;EI|KC#$xlqh6)QKycqAnypF(N@`-#rXWQ7_CaNsS^{Vvn4vulb4kRDDGYW~?m zZ>pC@1=5vIq;Bmg__G1|HYH_cbk{2hi%@QUp>e%K){c6`+CxbG0lJ`j`{P|ZQ3~vT z5_>B%CkKHbYGSRy#U&zSko4>-v@`eaxkF1Bum2_$bFlyRoja*15U>nm?D+WjNSHAo zVBNw@=X#Rsg;&pTW9_D^TwZ?|h{)Pg`B<;pQ}ea{O*nUC2vIQZrolB`2@5jmluCrC z^;M{nfOG3PIDVH%b4j_=2iO)-AIBFhP@1j(vskZZiXFU&Vbd#_f zlZmJ{DbDG(9fB-z%5t$FPdt0~p0qJqoFDNLvS~elz^jfR?_CK{fgLIjui;TYFU!a3 zB#2Hs-6~w)I|MQlW{(U!v}AO3dy%=hIUe9;u*JJ+ibsy{x2~j+0f0=b&3yZ41%jfe zQv^_8Nck)yfd?g=hZB;y{_;FA!t}Y1_^LUZJcxw z)JDY*JQgMx_4J!p2Y0qj8^mO>4tE|FL*=RxP}HauCexq`^=wh!QtUIiL|Yl%3lgj3i$*vQWi=I6rtrr2LANv<&ilm!}3O5RDd6yop$rHj#*o1D4>Y3mk*8IIgpZh z09!c07C8}Yb6PaNtR@wvx>sr|p`xmrXS{ji6CSP;n|2Ul8(?@;TXQoMdG4J%S0d#P z=B@q(-VvgZwT|VO8rVxD%vK1fPZ=F-5>7D4VaAY=sLwBO&#V-t5g#(z$;tG{sGoGL zavrEx**dyJU80?-A;2)bLAVMNei00PbHF{p%htxmr}{i?A^EkowjQMx=#%DueL?*c z)HF-=FJPD?We!DjtE415LTS}szse&KoC0TVKLRwmbDt|J6aXgfU=l#V&K6x;O`0bW z8SmZm!CYu&dpoOGzJ^s*fUL=uJ$sT$DFYfKu@jH%9UQuw5zY=;oGVy-k6#|GQRJe! zEW{I!`C%0{y`5l$Qc6KAXeH8G#<7mPdYuCr4Qe{yR!|;3+_T_Fkgy=^1_I_REciile4z2XZ*64zv z)_C^j;j^GE`Nx|L>jroBrK832wRxhoZLZrEthCphGzxgg2*MCWJ6O=uIfUN}*R0aBD6<`WZ^*FT$QvEtz+HDg%17@Y2GnHO8X=&mYP^Vz$BPl0&=9h^>)JN(>h@pKKV7={S15aj|%K|gqk#^CX(%ZH5GWlp+Hld}uZ=hs7J=kFOAS-*StZpf30eLVV1 z8f(1~ec9q4U2D50*L9K~lJ9Caw>f^Z1+=q5*uBVHeL#6+N^h9ZTeWK+h&hNZ(G!7q zNQe@tl&e-bsDHJE^13n1~iev7og zrsie>XQ5!CGjL&v#lG#p(yBqGy{QT`mEsLewUfjhr&3e*xx-7wa)CDO-u-KSejY}9 zAWyqv3Y@Q($ z8k79V#Zj3hxT>`Dbaoz4CB;y{!bqqq+phCSNKhNq9%iK^R`-ywFyaEG+N!uSVX8pb zNz{`Fpe;C-AVLT)!1y~jmQ2M*8?tAsycT=_K_5g!#CR<(teFQwy@L21fD7-s&wxW0 z5lqvnpWOi*Mn{?X=Cl5OCA<67;3lk8v8Jk!wv{Byi}7bFwzRN7MzHKwCZuXUgJ(~c zhOK>_KJ_i7b>)u_vQ$ONC_;ZlNSfm8?EKcYgA-6E);>5aTFG18JGr(i&*;A{cjcqP_1i4vd^q(JTWv1gq{L{GN>q7oK??*nkHgQGby(!m7< z_PsyTuF)p5Na({H`*y-EgZo=m|G3?@QfDAW$B_ zS?oO}6&2sGFcyRp{J@zIja`dx9xX7i!%+|No6uAs<@m#FX|j6b|L=(@2@48|Td_y3 z-MDdXxHaqIrAwqD8$%F7`6C(_JdWPlSXwkSDhjZpH%5`6%O@{Sid_Bj=r@bSq9h!(LE9#C2(&_!9>_Qk_g}aQE?;VT zTbUpbM0O5b{6;zPMDiw%3=wY$EaHZ*@AA8M@9s6LWZ$-PXD8SdDGubc5opb>b%Hdq zFYWVoKyQZCY>fTcm}bcW9!Nz2d-nx0_GYmZ1g)TjmWi!!2u(fZ?8h|_eBYE($SJSJ z9OpgxzkAr=1s9cDKJ$PJS@&c~?Qj zBqlMT0xT>mfk2>M|9HP%=Dwc0A*{NBKV!7m^giGSWC0>wi*`Uu0za|S&HiVe=~$u=oWi9tft89M5ym;yx(KCvc>CjD?8UhZUK_KX!%pKFS@1wker;) z_rIwrh8jJbvHiOF{XfAW?jIRAqL}wwD>3IE+ceDw#&V4%&So4&F1F#v-xIv9W&hDu z{(tO4|HofYQL9@{Z;*TWRNZ!ZhR>tIf49awwnm81-n|qGmi?>D4cy!cwN<=-T>~jd zX8T|opp)&x^3pI^!w}3)O-&7BH7T(s!cUz!5!&^RBe(1+oB zjh7Lz2_^k3EWhgN>O-iDb|C!xC1|ZA=nC&r7959UbrEcQkIV#&=#WX&sm;r%skg3L zhI5fOLw0Eu;f>UuAD2CJ$h*k%CsOT*c`S^tVS@Ws69U)JkI z7&WP6ghitpQ!Sl~Br4C-r%(Ci5^zk0B#L1@6oa5rQFs&s>G&zvMojTGuSHDpd($T}`mG{cdG|=@{c*2<=sRs|)R6BrXIPnUmj7njaU^%# zbZ8?!wBU?o$_mXZn2>#dr@Be)n3CG5bvkJlb*5EPKOZ@awK`OFUs=g%p8C8lbb=bc zk({f&mr5~Zf&;$N4-xP4T%r$F)shf|~LoW7Ws+MM#;@ydgH zz~jtMvx!=1<2Y%0jSIQT)+*^gR;Duha+HTE8ak|=+sr&A*G)|waRIbgi?O0cdWv9H0T=z)q#~Ec{+*95 z9$v9-^L;(rJV&2-c87AI3s5<6?pH5PL{!uiP_D@&%peuAiFHUP`RIv8)(m>)Pw)=+ z0j?q-z<(@M;PVr=;qcWPcbrF`L>QJYfKA-~JdPhf0NHo}_NUxVmmC)#@6deVg$a%u z_kDe(hIfd-W9!?0-X5E^CvW2P!hFY~6nMV)RO2~em$9xLQm|`wMlMXexVH^;sLbW( zt5%qSxqo7Uc}rm2~3cv;=h@X1Qf%Uh7>ufpJjp<0tMlyYywnPrA+fc_BoNWJSVXz0EGZ z55>&A%7I)WeTU^4D*SoUe3=0G_Zk&%vd#`gt;XkoP$<0nshG*1zB>vL=Ak^TrqL$< zWPC`W#UI{>H~ybr{yziuZ!eOBtEi=A%USgAz`%VDnfBG|*Ol0&9bZ}@pG%oNaWQpj zwJQN$n&tS`pWEPM;pPT!Kqrj$MermVG39=fe z;}jgk4ynC(;%YIRJ6`EN9?@|eXUMT9?(qa3;0}@;QzDVtb(NOp=AVKUIm7XWI}k)t zg88=(Au8DFyol+Xm;QBA^?q@?Q;T)Dq>KF&m?^1u5U$vU`aWz_EoV?y_UNEV>3!@{9-x)a z5NPghLy>lmi;LR_qS5L)kQkfN0p8~@ULp1Z6k3tPQ60w)@@n!CRSVmwDrvWieJkFs z@VNu6@s;D@`?e#-`3cXU6NfIwk8{4RfHA=cAlY290mnZ2UE}U0FkSK{!>DBmI&Yq< zC&77DQ26LJ91kDfHg8fBAS~~uA`Pya+)bmsd>;y*x`sw9xRy#k$eHS0$;q#3Y>!)# zj0z^nH-Qavk#)xEsUT5_@6wpcChIGhf&dcAfsI+sD2kas3?0?^?+wK@R zw~63mE6&_&{=75tk*Y_(+VA>|{IvF>Vf-p(WF?j66>>v36hBZ015u-S!Lz)L5!r$A z3ojmr?s}ccos>Iv6p}&qyOf`goefbbtDk{wCPQwpil4yk7b;f0SuYdO6tsVSZ>pG) z*PHO{?>^jx{C7%AOPzD;Z1Kr3%BeNU=Er($;tZUcwkxM1PZ=;g-E5iUQR0||yEx-8 zDUqz@%F!6FY(2cu!C~%YOT;T4=~eZ(2)gt^9A0+^u5Et?3>vgk8K+}&-eqCPD81FZ-s^w8y9C0KPe8eciU&uhU=zQ4nF|^{tnVqS42^e&~dVGBRF`R@z=lcSz zxa~6r_aX4zGw2O9c#2+bm|^^@;RA zM443~y4=g4m??Z$> zcVTuQ3x|8}<$7#yIHkxDvTc*J`(*&kFdsSzUL0!*m+|tn$^BJK)`84yO^~!-7`d}U z-WvOXq{|gp4DQ3QjfIayZrx+LEe!d&&|;i)i%m#K_?!!qSaP(Gnp_nFkWDT_7Aa8r z7o6kVan7vbVF==+nQxP}WkKpd!wywDAs)+kW*w*G0WkZrbz-e|(AJTg6!KZIuGBey z{Bb~gDm^SyXre6c z*0v*G2d5!de&r*-l`iL zUb;X=tNk&uVR?ciQ{Q?3?)HIZ{p)^zG8gSe46m2n@$0GBI~K6aY*Sy(!F%gCAFu@B zL?2TuY1!>RZ4DQ9Fy(ZGhJ__;G*iTK8f$#ptHi_#GwJbg0>Ud=x8qI=Z$#i1pp@;x zynq^klk2+;rBzfjkRPUh+^ijO=A%DT#Xc7N`&-O$%$QS~V*>%zsPQ#!PsU*;{=^zN zfhy2ZQi)el(hY33w$jKf{0b7rt?Ik>#cn!q@eG~x%(sbwhCT3s2(m?~dw?C5i|yy~ zV;W{IhwZIFIG;xXbzmeIk$`Nk6IP%^({ z4*!Aof=)}r%DyZ?MIGmXsyv1rez*RV4#Sr1ChHg~#u%n;yD~(;`>LK}_t4@!YC#E2 zhY8yK_FmOHZ8@ZX#~4+axsd`dhYYf^k}K?u*zo7SkA~BH4e{vilkr9>K<^SxgAWKB zQcgwa^-qb{A4MRXx^fP3ZTHMH^WhcJ<>>g2QOKU7J(F^Uc~>(sirhvP0IY#02=#XD zl=-bJ?7W0LzHi6kB?tzt-q>8nqBN*Y6BgG)E19uRJPvTV#MGS09k;9?3zxjP*<;6g z*LQUikQ=JNVgFD$lX8%3&45hr3#gd147(P-j&AeB(FAd;nX`p=@_X7ieb%VqN#P?R#- zc?T}nWeK}4;b6_r@yJDYva0`d@9|PbynG73%kI=@++>q8^e{&Xuk~IpMOCj^jmV}u zXq)Y@D7iqo^0I_Pa#BqP{v?XpQlFi|XS;~V{e6TLc!ZbO9Ei((n=u9kpC^MU8k z^hv8-pD9ePY<&Y;#U0hM65a3~3i?(uOLPYZt6O(34V43i>YG@>ZH(5EhNt=0tL{kOBL|9K&@UCkO?avU_>M3R z2BS=s{{42YD!I*+63#LlnXvDR4HI=e+KRXM*bp%g`YhU zwv|wYB666P-Z)fmRYoC9=P%I;w;;C*qxY$h3h+y96#&j3(_T8f>`coREKv~PJ@eD( zsLAi_mUyOj1u47Gv@Mr*93|ZaZ<36HE9Ol4BBe$0RwmiQC(U0MHq(%LfzG!83H}9| zL~IE_#Xx|87UIkf@k^MPnI7GYn(n|BpmbQxyQDnD28x&VtP72H#5d6A&tCYDDKn@J zWPjLW&FyzS_V=AE&saxSc}~3v$0IvrkXalJ#;26v&;JeGwZ4AugajY9*+^eJ@-ta2 zOU?A;IN!C1?|0MqDl{-@vmPmG=a0R&k6i|>~A!2`yrun2Ubey~0|9eGwq6nV^dl*x`%mDbAW*$i-g)3;4!DI-AMAO!^!KDa zX1iDlW}ND4|AI<+{dNG;YG z-DIyL%$Iup^IgKY;6z&Qo5J!hv(9J>g;x9=S!T>(%QsK7=^`RmAQ)Upum{A*pM-$n zpi4&SFET^9Y{2_}zOVQCgzq_gWYX#?-IY|n$?Q=uIK_dSp>#cXHz_q)gmT^9B)reK z=$ihe8U=CeC}Hd7x46mkh}@|ZdoIp(RAFt8%Pfw|{BA(2UN`K3^xp4x>pkx{REqB; zh_LTPCWjyJg_)`zXQY~fKZWGSFBln ze*X5f$efY}J&WVRDG-Wu$^a(ufw1!3q0yko>rbjwt zl*hiRsajvMDe#=Hk0;+iZ0Hlx<^?+Qgh)sJ>DnolMdrynQNded3t~P;O-#C7CmqwY z3|+cC!gEqQ2wT>3jKpgw5l8WwU0Sb?BOz5E54}43t%n?1L0XeTM-T*E6w*-UiZ+T@ z0}_E>>*^AelMCufP>OqGcHfjH(cRu z&!&0?Y(>??+)sjVp4QR%9hlJ#D$A=}iwMfJ$#C(MIHsne{U_kwT;PB`7JFe&zvG#t z36QFL&8<6odZtdHu_?OKw;tBsf*Emsf>WZ1S>-Cv|0>~9y$cxX?BjrS9f3~|K`XV( z%R(CJn1)83>ExTUAN?h#TOA@=*W<1V>j|;z3_K`EfF3%~u{7)%1RbAcXG=g3Ja#vC zwm%+MIf14ZQ4UARZWu-Qv~^!?Y!-ga9*2oYNs4H#5-MT8hvcUz5+bp>0M0n^A4cdQ zdRa#g`wsGEJM6&R*Rt;2g5jya`5v+b27z?ph8)Icq1-|Av^EnOuqm{E!ha9~e9|>U ziO0RXc}H$Bc9n-5L&dDvoOPXcf$A5Hvw>Ja*dL7Q-dj!*jx0WAA@Mt`b=|;m`bpQvL}} ztpjkN3C>My+I!{@QDSlILv+(YXbAfFV6Iq??Vs^Mdyh~INdb(d>{5Q6`NN-}Q8cx4 zHd)=FkQ%z{^=vD^jz&H62ri(g+!t9Gk5*3hC6cwrRMSpX>EF*3aO7Gg{mi?o`WNe# z_w7$sbL!1StCXYqW8K#=);!T*-#xnPnDds=njXn_GI|+)IURBt2KE2%%IAO40sg(( z`#<29tB)_ZEqIv~scn2n`VMa{*|!w;`>j(YE%q&uHplKt&NZ05=}O$5HJ)|wSj&w` z&QRk>&U*bJD$1d)=qBH&_YZ#YTK_VCvcoMTq9LJhQ%$UeQ*$GEPk*)@WA5na%gj zk4dIi^J+ti3vrSZN_#kk*4y+;x?Ia(wabkj8=tG%;UN`mSaHiu7?#lf|Ga7WzwCqM zYFb)hw1Syi5Z_S2hjOSH7(9kll>Z_NryN}?CCAGLGdlxuD#(Kl`c3&mkpYg9g<KsHv_)a+sFm^so8!F0ztd>UdTlpg0l+4EB^88g~sbGF|i3ti>0YyYb(m~!J4 zww}UBS>wou6w^f?36yW zc@EvR`>7AzQSfv73Xz5`!VkiTg6RbsFjh#tJ|SZS>a36=yPfN)*I}#=R4+SC(CZ`e3F^A zo;2HUQl!)T_kiSoqY>{=9xGUQJm3ZH?d*lV~eaDQB;(a@Q)fd7{%f&qr>Ro@} zIC)GJ(m?SE!;mZEl#}moBck!xRH7GK#DCI^cPcN;l*l~CF*g8x+k1967JMA@++kOd za7-|38?d1PL6?vn$%8d_om*n@`b3IES~4~@)jn@FyLneqZfZ>yB)R6^RwNKips=X) zFTR92MvS^XJAhU?sfp^foAxa^dbE3T?~qv#CseaaYC0i9uwKS(vQFy_+DSlQQ|N98 z(8{T!A-;TWF$v*07d)Y&R-QOG^tII*&o{bt8=eow9nt#+>Htj*n)9~;9J#7GG|cBj zr7X^{1MOOJ;xNLFbA+V1_p3#gX5>#MI75~(WR}-0**`~c! z*F!l+G&A&^^z!r^-qsIFr1w7<37mON5B}q=vIB1l_xIWVYVXU#xop?9e^NAw-ik7W zNE$>XQZi*oGBhB{l&KVv3L#2D5|LEM6t58CMTj2_ijtI)WT=Qp#>~TaUf#8iz4v!~ z!#a+=|J!^0v5wVx-=p92JokNH_jR4ud7Wo^xmlykw=p0?*~^0z`9F zuIsONCn@6%H#F76=(+5c!5>Dte^w4^17tO;+TUfCQ{6T!)p=d#N5teiDdq*$V zOy0{Km=d9k>g?bb+f8HF>a^`n6i?c0I{k#5(nBDx-L8?%1@)6M+}uUA`JD~|hYY9M z9`LzeJ$(j{pJ+MenPs+4dP@q1=nhOhE<6d?~!HXURo;tZw}bR`*17sBhPNSJ)t% z7i>JWqx|EU16#EHvj52icv_@12=bKt)Of#9v4>mODAZH#i2kV0>t<`CoEB0zfE~Y` zb*|4j7Lk&YmvOcOPzCfXuC2P`8ejepiZX4eH9oaFr)~NtHa`4|eHz5@MM8NJ4J2!1 zd&?k>dJlSs5lE``8yfzJmD6lA<@W@G3{-{_8(n(8KFjY+FWi*_g7tR*>@UD*jz$6} zrU@{?k00wfQdf2EhHTUL*vcEwaH~M`IvjK0GPkCxKp?wGAS-0$bk88Wy6@71*JtoG zb3dLzxe#HfV8&SE7OKOh+k~=X-GNLYpu~wz=)JxI3cbl|a{N?xJ;F(xF0I zwqYQ>Dtl^j%ofvKd;-po=d5bExJbu!C}}##Yy3CQ?y#c&(}n*RK#>2EMEt)pY5847 zl$ZYln!+uBxQzBL@`nE`nt}jXq0BCDod9p3GUWt_KnlYa-Mr4Op~v$iU%j{{vI)f9 zLzt2IfpkPizV|8e6t~pnL%AJwelhmHxV_?C!`h~CIGil+JZ|Nw3Y^|pI|oKq#70%y|=tIP&G$jijU*XRYxXeHTOB ziti47Gh8WYI$oZY=4zuhSSr~28D&H&9HfQphv+BOri(W5Gt8$B9-4*~z!2AbI zkt2?a%$MxM1ma#p!#q<@6QLSlMiO@le>HIgA&s#Q^GuIquAZR&k7lTb*JwMQLOkEI zrmI__UF2(C-c)Y>L2s3lcZRpM&2hDTz37DVRc{XGJFfMZFrWD~@eu64`j&HaTgFWMw5`Jjm*p+MXDa!S2~r>Z`Z9S}N9Vl9 zW2#7i2u{Ld-T;Nw7Wm=X_n5To71czZD!T=Ay5bSKVL%)AnWur$i7Y3Jwwj;n3;# z`lu(g2XQXPI}Di>AlCJx>GP;O+!T+;=#I!j6;k%y;Q|xXhnEy(XkF3Q)P_>>Noq?2 zh+iE<`SC_PA}ugsPo@ZUm~)Y5qT7;%)QE66D$BsG$!qKK@~g5zFFN(Jz{ji8MTb*mw_V$DXUms+>fLOmfjmmxlvh;tq@ ziFW`r^XMOYi_jjU{yGNpqs^v9YmXi|vePYJU!5Voyc_hTOb(;MGxijM-hM+<)Z@!M zvlrlfh9ffFO-ow`09`W_l`aNVw>)3&e*DJ<#^P%(;=>_80@r!oHz~{=U==Ufiv6$c z=~>jz>M`@t$oEKUX%K9I9GE&Z#DbxhuRAqfB$<^n#8QQ7_Jv$-W3C zh$9NraLN{7)sx51Qpm%0MAt`rp?Rs_ZZu-3^|1my5K5%`?uCLdqnJKh51m$op@*R} z6j~;G#|psA(B1xfzbPyg#4MLX?1~>vyZnK-TF&qF4O=l5Tm|Ga5)%%spo$U;jB;M+ z3AH-Mj2%jcI12U_Q+mpUIc7o$IcPc-MQt+`3ZQ*T9VbBd(k^TDzOFhb9s=Ch1}Q(^ z#Fq#7RpjJVM1r9Nolg5Zyr@TSpxG-l0CtVBTkn(5yjUD z>!m7Ob5-U;n0f_&tK%QTsoQM$Z{*lt@QlR4AP$kqkIZ@vz_c$~IpKNOdD0-A=d%m+TwYQ+Es2s5o9OB}?~?f;bf zOFI#A(^G9z<1vuB+X_~mXK|0OWDB))DJp^@v+`wxj2*6D=QNPECM0wT^x} zEN$w^H$`;cw5Z8os6Ww z$)0%BtG>SQXVy>r+jYk>il}8GKiZx!f}I%!pxt_WxR-cC{n#`VoZN6Jg^3bZ1?Loz zK9X9&n4s21H!F;|VrJuCdHM;%0XniX6qR7xl})c-P&mXET%}2;gT{!nvffH2^$2JF z8ast@Lk_(0ljw~}-#hU$`0x}|G;jj6j(vS!TMHKOI*gaOQZqkreStX96SKj7CMY|C zIc`m;J2-7m-#19Fof;~&8EumdMpVnz^xSb`InE65b}eWsU>8$;2J*Bmm>2m#<%#Kx zn|38C@M#tdUd$GoI+5v*Dt49TIj|X9wl$6DAdiYBiZbyXF#R8ChC|yu6vx_K9eJYo z785k$&i9-EK>j*jw-G9;I((pWvBDgg&I~FMS~Si&jljb1wAsQGqAG| zG);&R(OTFv;Q;RX4Pp|3Gx!p@PBenYBOKfAcY9_;e#Nr9MC{iJOw)~&k%%xod-N*E zLc3!WwnJR&H99ttL^-<~rc*({3+;AV0Ov2hJT`=QAzADPFH&rpI7qcBF{Zou_u}qA z__xJ8RN^NhDm9#`m%!+`Gtnm~HAKrPri!|u-}x3m#%IST93ww;y>3&t5N!3A zU}?AMaNZ7Q%xg?=aqmCivhrD3qdc?#ZZ(a6mvzHyoCM*f&1|yOEDK@S3LpYqkJQ0W z!c`3#$(iXM2Sz|a%XkrtEbpzt8Q6{B!PihGiOlmYFdWfxc+W&pA`JeR5nMsWrYV_i&L#>CN}~sd z)fQ}N_6B~sN$#t^$Vqf~Y5Nf662yob1Sa8fkOS;OG(o~x<-qJDL=`W_94Rql9Zt4G zS1B>Vbef-uF5=EmJiu1XjgYna48YVV_qb7L-U*iRnm-l70miH_8~aq-7j(iy1Y9kL z^rFE}bg9?j6TU;D^md%cGw``cOidw*y4OgA7vK=BU7Z%`g(`=^R-l%Cn2;xJMzoSP zf&BwMqryC%^{#+wAGl!cHMt?WT(^p)8Kgg2yXOjn59lP9H%&dxhu|EwF6&^6l!fM_4Q3h3<=Ue5&8-M)L1Fa*>sZN; zn-QaX7-SXKA7^1Gm*~`P7!=YfVmatQHyfV% zHnC)>=Z?Xr{*RWyE8WI|4^UvCiHWzy`#R@?B8g=){=rj*QQ^DD<>{U!-2ClB!nU!v zFA%#wSWVJtL-C|A#Vpzue7SGy6l2oU7E|l|N>&0&Y)h5=XJ5FRF23ZddP491KeSSX z!)p=(PH$7^>kLgu;;sK=dFbojyd%4FHk2iA{_gK&#mAGeF^W7X9^XWHL zlB$$cU)eV?zQoU>F+wiCzF%P|pAnECpGf;NPu2h(6M4|%z6PtH{vTu^W^ z*le^fxc#U(wEWzq`Q;(wFlpxV9PN52kX~2!(NI!iKo^CKd#LeDy4mD*Gdw)3lu>Jm z@i%^Fm>w8TC+K0hD-PXJdb|&m6kz^g|<77Z0-dFAw$;$c+`h zJb$m;mMtak-!I9@$#KOM90C&x1chewyx(;GCOJvWulIsIL0b5rLYLr7T8Hea{4|W4 zmcao3!Kd!{C8&7(Wh{Y-mzf$G8u|7gp&1YP(uZfdZl@)(GuV7sFacEpZoUz;`&WfT zM6idIU&INtM9(cNX!#aL2DWCFHta0;V2bq+Ix60yv3ntKipjy=0>ozLD5Zb6tyxw^W(2%FjU^C#CIf6QPEgYLEbvX_+{_EOemWj#>SG4ZA}Avf3H*Q}{HpXZoGl(Kj{Ghem{qh+(_ z%sJ0B0~9jvQuB~#rZML+gh*OqNK%n!5{3ce3krBKWp!-`q0|?fxBPsfg=ZSnk04v3 zklP)YyxHyJ4=)Z@RStavgTv?<9VqsYBRwEo>&mmwgH=vL@yOD;tD(HbIL*?=%Dx~L zr=HwMHyr;c1>OWdm>N%zJGI>H#~VVRHhkXh94-%N{XqWIX?)m;;hmbg7PHNo&0sIn_v>GPKi{mh!Mouzs<0&voZSvEBp9!2^r8Wq zO)P8<^qiEzb%FY(3Yl>s?5jc>5*78jZnN!m5d2z*BaJeb6;+prm%6H=L}aB{+aDZ0 z3LRgxE5ZH~Ci!1H``x6Z$96d+yA3(xCtxJ?q?%34RWebkHQGV?-VHO4Q&Z7+q45KGO_JY=QE_fL9H zpLXM*7`q;Fe9QKMeapVEQcIxp_$$l6Qe@Q3y7$V4>|d-U0xu0AgO4Hk1@bjRQq+t1 zNh0P_w{~vKgk|RCQ{obz-h&-;8x7M{D8=`*j@`-O zV2!bE2#77wg<@fv3LD;c{)QlxhK|nFSHpT!mtgdQu=OIoS9RbUv^Rx? zgcuCcOcoUtEjc0`kD)voVMTja&%{K6$Gu~Po_!(YJKp>_g;&4y-p*I&&mEZYO*2@V zZdx=qwpe#VWMy)C`i+V6qa~GxAH=4l%r#6u#G=PjGT76jgz}zr8d2>X#>d+UHwk2P z%^e+|+E3^$o`u|+R4(upt0Aw(Z6kJew={21l$LZm(PRi&rj3u4`-E&@NgIwg zh@3@0vRMENA&`O>q4rmXb~B^qeSYfw`)WWj@Ou(kv&i`j(o^ZmSJXvlSGCQ*9RI>S z;K~(M5V1c0;>UPDZefI6fKb9sWC%3b6ESHJwiu3Us9biq? zWqL|2iiZd?iE|YeZX>M&G(BT+R%b&W9cQNHE_ZTjphb3F%iRM42Wli{A~*TI=cB6P zdCYQJf_sEmrw%6rlJo$b#se2P%>`pl`X>^2P2|U;=(Rs#K zu^-6XJ<*NkGRY3&V9oRvn-vq#UX6(p5lKl-aO%_$6cD4uI)9ixa$Sg}q}!dPCP(?c z0a+5G&V?Mo3}`drA?fp-JEwq_HKT?-7((T+Cak`jS%9#6;lc&0CJUKJ=+=vHdU2_| zs1jejnnka+i2;qanTyp*vHgTDdaEZOaKj3ZL^?2)9kx+SRd=q&8oMRSt$QG%I$rAY z+{f2IkYC=rV4xmj@%bhD6-jv1VaeMcr?CHNtAb!mDkz^pGqX8@G-1c=^WZ=jHwJFK z7mcZVAeOH@f2aoId(6lAe*zpV?!Daxs~22Ha*WCPg)TZs`(si7M@Oa-I9#0g<#lg= zb#z>Y#WWH~*^OiS?EBGDoWZE$NsfUc-P|HmNuLg|AueLyDL}tvws6ZBrvFI?i!L;S z)FqeWp{C1_iM+q3OiVAYNL)d|^h4W7^x|Gm4_$j#!2P;9Nt+M9aq!^0$jT4xr6&6NOK>e+LI8P;`G0gyj}O$T4z%-rs5l5A zacB^5roO)nB1!oUBlWBN0jL-kp*8;)`B_W%_qMig2!l|i49mF3S@Qmqi=F##m{gma z$G$4tFL-HLkotjj+;S0!tB@po48b6HR0+4S%0zOIQYdr=tZeRKnIj^2=@(4nYt+3K(|2KV-NcLti{J`|jF?9tojc)sA-y?Ajb$6pIH5}t{h3#uk$ST_## z3JLN`L96)q=Z6a^@q}8F_25Nl*I>9u8+1iOgjTzp%(~;`G7QBKx5YBmBE~RvBQY5A zwgE_RQ_gwX2n_j@2n4>6^gKbObBUrEZx9=jd-{k`QBhowor^8zBr6;oETn$Nvmw>~ z#xCa}w4=a$j}xDJT!wEx8>@$hha-fZ5W!0zZ48PmMd}_5a(o4n{1`0>DVTw7*|rU) z%_cgk+qaW0c(v8xA29sIl6?W3<(6f(qIy%s;Rhv+jm4TJ<#2q%HF0ObCkQo>*$_;y z(5B?(t_bsmnSk|bC=$KA>5{@=aENQFD(`n`Ked${JQ=*TQ6spF0w5R8$FTa+3XL6t z9AL0KLocuS3hYsF@>^}!T%K{?pk6e4S4QnO#iJ&VaP z;v!f4qeq7jLjobGzQ@1-|1=&c=WJnBW##iEYKL78{c0U3)Zp5h?}X`dvLtW*u zw)Vq^%RqSqhkO@a<5KYlxVv!CA`uAb-yYv>p8-xW57akTz*cJ#x>gP=V4RriC43QD z{^58$NIj_*C*@Yd`@wUcKR8j#FC__3H1q&6IOboV=FDVd5iw6g&`XiMRIO4GB z8NO6cs1_0vV^eB)r%x7-j6K`GntE=8AiqEEGBIBR_-UbPmDF8$3QAL`^~tOI){Rsf zQxs3;B%TBg9E&*jJfL;g~i<;9gx@o8z#h zCFzEe!Z@xOSa+#G@`|R4zM$G&3L6UVf{_Zyi$N6nO^Y$EtGa?4yg^CTxlG)Bl+3|= zG|g6R;QG-V<9s&sxC_(5ZL{mhKyqo2I>~4uVZ_OpLG=ZKe?n3c8>#4@9`r6yKsZ~D zm`R!{@=EF^>?l$2sxL!V+IdlO2^859liiGtT`BYxk;Xkn-9#da*uUuPvqDEGsDeK^ zM)LM*%|7$(7V)dfe;sXNRDY}a+#Kgn=kC~ZbBogoV9yuu%ZQ}{ibr~&l%s<8hA3}q zv(xui%TzTqWVg9e7-V>Z?}hWtkE)o#8#D7OQZxVyjMISz)#i~FPlk?4^XljYEMIir zU>@=bFlk~TO24P)VH{jd$PpUI=8n^+H$zmt86`Esi!RSRcvL?-TuKQv>5*3IXcRPfL_{0C)dDFHfn4s7f?XI=o8a(8MY$&*y9V^i9QEjdf>Wze z%v?g$f|pDjl4vAMkUL`o_O#h;qNm3Z(LrNyGr75S%;FKIW=(>(}KNE~ME6HKzm+$FGk_^wZT`CJ$R;Lzi4U?f!g z1AURZwQsQ+TQW*nKQtXIP_VdWqFWmLvS; z;IJ;jiuj;ogPZY5Qz0X^( zIID+^0>vg$?G%?(iWzZ}>&I5u zN!&cIRwYlkimxw)PIy|_C6p%MEa9GE(TkB-h!Y8N;b`yuL34s`&Ux#*0-d+icNkr>I6?Y|H*!pdiQc}@A*7|Ns_t-)lq3GBxu46FMGQCFhe#xfdl=E-qr&5=$E(yHN= z^2S3iSgtx?IWjh8iJOa*_2^fj2>)(WAAcdLAYcKdxbB%Q$E1Afpt*M6Ctmz-2o0qW zX^!qOF$qFbrS$ppKg-=&n#nF||Nfex*E|m!V?SJBS$FokQ;$%*hVaEBp=B8k0-$iH zq70lIt!0uY9Tdlo4mcyJv?~I<%fdkY{}`-u!O>!@o;fD_NFNiDLTfoM3B{LfDNHhm z`_fEizBENT$CTx?55~WHIr(9!4YLb=dHAL+1S6lkd!$Vdtt`KNJ3_{JWGAf2sqS^37X%|2#CuW)E z)$(KJds1OYcm>V^Mu$c$>fIrO8Pj5qza6E)rd@x&BP>>TOveAtvR8l06ynL^xr3(d zUGdKT{>f^VjKJyth5s^^W+UI%>HqxCKbZau|M8QIDQ3;R-Xu0We3hs#nrb?#=_=+I F{uk!+tW*F1 literal 35279 zcmeFZbzD_jzc;$<*6lU{1r-#LFc6ToaY;#cC?$=gH0n0C0SXAxN;e47scxk~Nokal zMqtr#zk}yI?>Xs|;T}$`r8zz@;-tqXV#E`CkM8`Fwt!IxOTR$-MP;}C_we0}?=k&Iufgb{6@dgPrm3z&T z&cQSeuj_js;55kBIz6ubm4ExzZT>gy70cfizS;gi-~Bg_f!ldsZ*P{=#`w|E(NL~S zB_$l*)xnxVClGYNLnqu1?k-)^b5 z9r1P?&Jyzw8hhk(Tr2TcXHlFmSz!6_7xvHzHPumVEzdWv`IXpZZtCAY2>Ckr= zr_!5MIaI$il+oV*ejStipT8g8DCAp>D^ZA)pi47vZ;M^f_o!}cUc_kDMM^TvOiveo z{CL4;pk6^&H~iG8Q-i~fBW-#8tvMN2eYrUK`1sbWUEALm6;kiVZD2CnQ@-t`w|97i zxNofOP}A7x=rwKa*ZNh#rV1B2KR@fnwV%=}{VBRMJS5u_l zXb|Fjgq4-GE>3C0$EdipwEDySO$uR`w`Aqy#GSvtkzUX?9v3z^DQeU2ec63qOzBJZ zvWg1H!{R>j9*n}?&!218@NsfVR*5d<_SeQRGchsQJ37W0)y4L=7Zl{r4GU7MpVD#5 zXIbh|t1(syi8J{Bc)Vb*rqHb)e{^#n=w+P>doxmi5i_K6 zeD4a1h3?bBm6Q(N{lX6N75+SOwEjAtn_muSWLaJk5fSkWKX-4f;leB}R{3oxqwD-F zKZzrzn3v3#pI%c}4{UQ7;4HHhnd#ago?M&fXt!qd>YqP8J(>Mg#FTd9(?-bv-im6z z!-p>oHD@#|F3i;>U%wzc`!lSxva+5v#3}U7s&)Mx@9)|6W>K$P`I2itUK@I8(-tNX z^&$_ZhMbZ7xVhmR>A9(qf&>}nhD41T=c(4HKmJ&K|BpXz;)6i6&{}*fwhP z+75Vlcr*m^Th(UU7zYp~4IoabzvXZxZQX-?DMACg%mal~tO zqA%>~%VTT@51wOJjK5}W{qDz)A3OK%y_vey8|)~B*)Kaa+*%hS$9hRj%(&E>E!%+> zJ3l{vTCa2`Mpt~ODXk_d#3dGmf{mSByv+A_)s*^tW4`m8^{*e7H1Zr2R;*ZI)SjQW za^*^s*=KazmrtHN*_5L9L@{3ZO;oVMRZr`layoLNnE4ERX72=)_{Ph*tB&&WD&kIg zB_$=1JHn~@?#kP@Zy!H-;uRMc7cpYj?i@8YQlN#R+24|tO0L4Hx6*K+J^>T(Wt-!O zu<&T%Do?Ygk>t-mIy>udGi-)iR4OYg1?$aqOYa{ zwYM@z4x_Yd_wL9KsrcN5ZNj>EPbUT;qp|+}rakd4Os8}oT|edbbY{F)Eln%Wq3$Ox{W@>JvxT`S zwI-b#H#pL8cJ)R<3UP{bN4!e*p1ko_LXg|i$o)Ne7P#L(AR#jepdN^l9gq*Rs569bguCzKO@{VH)vATi6 zj`h_TLz^%ZTk=a%k_@HA#ktY8uAdPUWVm(fmg3wiLAyk9wzz=ySmEB>)oa$!;kpAN zgbyG7bW|lJ{QLLs*S$GZs?Ru0C+jt)88lS+`Tq;w@WS z-e9LOY9|US?|^!y#rx=MZ|;5{9yZ%|#-b2~EhR82Iy!pg5Z}~EpJNK8XHb12garkg ze_{oYGw2O*ZL1FU^D~r>k^N+0XUAtd(q@{L(C#u<0l;JwUD;m(ZQnf-!mX=8d9hO_VerM(q2*fU(sUXux|_2D>-hwN@|bdHU^5@p(5r#D3q4S6umMd z%x&Hwevh9QFJD%b>>2$2{Y{ot?^RDt$042o+TgPrY%-yLbXV=+Qvaf6o)>{uGLY39 zoZ8>p-yd6Ce1-18n~ZjsW_`f~)wC49@tfb0uUlGLRtF0^jtQ0vC8(rcmXeb4=Q9sh za76dG{ES|&W+|ywtH8xscyYQjL%#j3P7zB?p;yK>RI(7)#VoueVrjlt)MqkqfFDKR zC6`81^>9~L_?k_-i%oddG^&37ym^?FH4euxYD|f!6A5;nR6#YO3fc~SDe+=8HF_mr z6H7*QrnRU@tTo53;U&A$#6*pBoCB@jNAJ_)U2E126sjVleXzQKn|+$E(PCJb2;3&YJ~U z&lrVOcO8>Yo;N$?ciMH)30*L*s99w8C-Z(mTZyHaDpyiz<4nETm88%-YtUfdS@lZA z>DfP9J5Hme%{LwmE$I@&@J!LuKX^0TnxnQqszg^-S@{)9A6bL%+K265ERKwvzj5Qn z8^%2pit9SYgR9Ys&|j;Dbxhiwr-A|l14+XQ&@*j%_oC6H9!-SP^!oMd4kLL}weJk& zXafz>sHbveKAfg^eT5w-m3w?rrl!^O^&?sOzP!1>TSm`gq+8Q7I2e!4eiWdmz4IL_ zda#%WqXLF)*Up`~skx@j>Aa?{5sLsmEtbzvn!I%Puk7i@BEKdt@11QoVrGAlqX-3* z6*G?8!-r+fx^?Ua4xFV@saM6ty?lLr^%4&|F5qlyfl2aadIFj<%tI8OGdC7U@!wJW z_+X2vPpegxu%}u1L;2ruDKY`PrW^%1Sy?gCAtFZg@qSo{QMeZ44}WX`;7Y7>;8aVO z2Y`x{@C(J1MEQ}#J>~c!vQ*xdw;hFcth;Pr`d8;{r-x|Q(2%KL2qzm`$?(D$8lrgi ztpXvG@>q?W^z-M>zjIk|*e~j$F6=OIElx3^Hd-buK*Vg;j_v7yV_ffHK37*)YBlPE z3q##1%C&dvLBuj8?eiXs@bD-sE-qTyrY{)OH#VvO#nhrsa+;!&S3hKOiN@@`iGGF> z^D>-4>t=7cU)a|D0#~w6-lb-5U){}PRH}Qb59i4{lqD82pA{S*AMfN|onKokPnGpM zr8mfxVQ02@b-_MpV7{yTf_3Uw-hqashT0gpx@Z|@z?wFF`^vXHjC3#6vMjr;$GWHy z;o-$)WpQU0tjzf`0{Lq#%d$Mi)O>a3NqR5Q$iNGaN(P30S|iIIycJ+YZ! z0mZOQ=9gTi%KzNK>h14;45+AVA;qvJQYho)oXg383NrP1ta>C&+j3QQ9Fcg=VsCG6 zSp58;KevJV<2}b+)Ohyze8|ktaL}|Y+wgqcKMa6e?DO9WPHz6{+39Hldu;E$!4(Y5 z&y0^vPNo};R7X6q9d3#7_TD+vk|n3}`RP~S^|~};rLsrifyXm-irf`!ZPQyr;^R4T zJhtvi4^*uT7B;ra%HtbacsXm{yUDJ^^YCG|s*Fr3U)$ndM#e7=eTIrHtzTiw-V$DG~qQyW1u+oHvj@xk);m^*Q?o6*A4doa3v29PmGWjGc-LnVW7E8FK9Kt^ zYwz2r>Im_H7h;Su=g;5OukhEi-*+@4Ow8jL8(Yj5_rs!S;shW6v0+C%V~x0kM6Ksx zag$l!V+#G|38Dsf2h0l=>h&A366+$w_h@8WQv>+SK~~eoTBIszfjq`ObzvbYDk=`c zS-rY@AJowX8&jk7evAiRJ6aTa>4`V!4_4{U+m`#uPoD-=?a7AUR!&JUu-JAH?iAu2~B>5`Vb?Y=r9R&LrwmMw^?P8<=W$ zZ9usib=in+z;n$Pvc2g+#O$yysJa%`lM~_y>u{EXr{CWYC87N5s zAYyiEBx%K}waT*|^gLGy5K>JyiNO+yQGR=)DaS4eeFd;Q8a+d8mP;dBp3Lk>$$&_{ zb|*PfUr~f6n#~JHpSTMCfvJI)-!AeP2ZySwPf())u*CxIW-l$yz4Y`91)Yh(e~QeS zk3$z{XJvAof4h}YC>kGR+>&|AhlWCvh_Q$>Z_hVsPEVMf9E#hx>)1`u z*`~KT4@vj;>m3}a52x+`w-6(g_v~3WSvfgcx33nVQG{XRV64*8(&9_u;Vh)^9Rt!K z=(miY%nX#qgk9{4KS4EXfQIEe=ux~Q0O3g+ZEI_5%6HDmUs`nJF{-`NS>%y1VP$Ju z@58Bvn#?LZ-Eq(8Yv_G+D%Ne=wgm~<%Q{XD%G|gSS{caCY-eXT)Lx*qO?cwD|7pWe zG~J)Uj>BI8yLRs1pMU~a7O3n=v;|CfHt-a*@Qquy`gnPHIbhZ}j^y#R&k9=qd<}L- zC`W=?h7U*!x)+%?D?{!T{7|eC-}>>yP9~-#%&~dSkZq_x0;_=dJORH6s>ZsppDd}Y zcG{@67#h(DjOp_C%K1)NlI_nJ_~=)y-F)Kiy?a|QN*|k>n=`>Jp0UYA?(MA# z$>9;W@%?UuxrD@10)ihsTAyRH zcI{gFbLY-w+}dr10w?+u*pD9c?Lk05fJ~~sq|Wyb_dnxzV?tv0RhBBsgN2(<_(^=O z3=&LedboAJ5dpX+ybOS~Jw^Bzyf;JD0C?dtI`!t`$B%!ksHljRi*i5dIBC)eF~D{z z&!CDiOesn8G8XI88=oH2k@LI!bno>*w1Y@(d_Ive3{_ z@}&0|jhKUx9jmP0QJ za+&$`vpyl<`^boS)}D=)jK{U|O@wH*a+hbuy0;h@7-00&T6-~m>$hx4Q|+})y6!UN zdakN0B!dUjGk}qqLUAwF-OFdsg9%fp(T{5ABV%G*AJ5ir>2_%RXP8Gn#3n^qS=r$6 zycLv=;#aGd#kQAha+jIK+-m`m#{&|;&Secj9CBHiK_!+#z{14??<+iHRYGtww#0E~y9OZnPb9di> zN^SSfto>zn(VdUnFKJwUk?n0sWt)>d?NEFZs#1D%*_~A#Rv+j?c2t+#V@=cP+gdgy zGe1sFBr7Y6>ItkH1JJPZ7SE-!hK4CE*R7N;kE#uY^+0Cwq1GE_*3Fbfg-gr$%5}8} zwaW8Ox9@KX50-v8qm)WY=i^=MyKVR_C{9w!omM|Cf8ktcCx?IaB%53uz7B{IU_!nu zZvNBn3iqGZE_4g!TH$sN*Hlqb_Atf5!bz&5-Hoy-^WOB0jUD>affNhwwB`n` z{@*EQ&WNy%n*X!WZyy5nRa8|~mGNCcQG{N)bKgGoT0QcC(@X1f@!OBzyl%3qzl06AA4B@LR(@^r;A5#73C_dZ1&LsMn$v20@GP8&A+F`Mza(SskC zEFbCdwmY5Zf-VBG6HxGuN$fc=1=^D_0JADCAb3IINKL!4!XnDfX_Id!2xGqRVDnoQ z5J?VEatUr90GJ*U>ggTFW|`E(we7e^C|A*C2i0s@_wb!f>rZ->c#k|HD%-A7m&dA7 z#a>F^YC!k)i#RD`a?cBv9ebW@#0Xt~?dH9&(Iw|Ac9C%^ELepz4}R$TP{>*MN%rQP z#GhB+n3*@dGrXTIEJona(xM-rX{)`Tw z_3EgWmevda3d{t>GA^zBcz+(_Qm~*LyODI&bjX4>ebtw6D&8pcv5E*x?HO)I*03nWRsF&KZw(yx+Kf{c{vY2!f||i+@`fD?85XY*7B{Ae@ln z`P1hK0`xi}DW7}$7S7oim}wS8ZLogcfM|`$*FUmQ(H#|edPTU<2COQrDl34869IB# zPACgj1N0a@7lKBHE%_2i3$B(tgo+6;P&Wi9E2#T zasFcgb8J&7U%p(6h>SD>P~W&=gA6oY&a(c7q>vHbsli6VM}Gos_kRt0NKX2~!>xTN zf3lElMdk*%(Y%WFm!Q8kpkXC33OgJp^e zz9AtYpGP#G5f~=7rs$=97R)hUwrh;+(ykOZ_Odw7B>h?ifM1(7n_keP+Z)yk_>b zWKwcZH*G$4;>4HVwRcUtpng1Y`u3*M>|&51$GwRS>-TR!kXqZV=1l%HiqA8 z-+%BR7Bd0Db?RzE99R}&$!WV`b@&dSQlucrpsqko+-BICZDVO;lg3fD;ixaCS|nCo ztE@8_F$=zq?dJ>cT)cSkW>2{vuPAixw7wkhTfl2+{7{EEK_lv!bze1+3=|5mlCOAb zI@1*5Mz3aXudIavWfZhcWcn-+nG)!#=?8XdHq`ya>XSV@9`Y{vv;FJ~ID%1IZkEFB z!_;k}^T`BDhq%mAq1EyZxYP5L9?SI%FJf|4uYM+@VW)~2$^#iKE*-8%X-Nsy(9lp7 zG^*}sGFTSC+*JXK4!1giCwq?jJbCg&F-g;OmnOB^n@z3@*vD#!l(&wMyW5rB?g2rT zmX;o~a8*)L${Vi~G^&k$0gdr6ssU-i5`L!?7r?%{fBXmq;%(aE0bk5|xP>1QV_8*| zG@0QneRtL|P8+Y2f3$2n$<9p<4RLLQtPfL%n0DY1YMiN4%GUw24pU(n+*gkwK0ypz zBt=scGQCpouh1ZuZ4W8%5QR)17=o+TZH> zbO=~Jg$+!e1#pEmO=kG%Fcm!T)}2{k!af*IyhHf#rUKW3 zis;vY8C|Vczg53Jw~ESlBs_yPN;pdEdQOo4Ca0vh8MDGsITS5yO_nbc2>k9)D~7j?-kENTX5S4h&- zz-)JzYPC!7A=(*!AlHkPpwMC3wvkAS8H!fd8DNZJ4iYd>#{4o1^UxRt=h8Jga^@}e z<#*PcSr2Zvefx`EwOJ_I5%`bl2|gYP$)+FlRuN16Fcp-y?(UjRr!Bj#Y}qd$|Mlxv zPcsQ8M%+%S*AdciQJQ1`p279Q$+=_Q8ntGpp@toyTHd<#6>!CRX<^D3?mQ7K$tA)C z?FaoQ`XAtkVGJ<>YEV4u!o;=_QViLQ)N7)epcxVbuUPc`-=eWqs2am}|zeZ^|cJibQOg$pugXX%3^^>yT7J3nI$~V|Yv-a>eg>N=~ z5|Kizs(gMDvFceVL|KNjrh?HTZ7|qn)-cWm_U#vN&@`I?MNZ9JWvEX+EYFxkHBml@ z+_ZDgo+wxnGqbbDpmIwK{rY3=)_phAf^bKSmKGNtKYdz@x)z_5KYJCeFIF`zHrRF1 zJ}#fwyr>+@O6s@dbD(|w-`> z>ns9D1>`aLcFl2WxWY~7($8JlU1z+z+Lf=w^vc;B9KPG*9uS9*`UjHIQRUJ&{)AVmso3@7!aYEwt!1b) zA0KYca8R%KnwgpTo8~gQw|KZ+`~92kTbF;Jw4GlrCm?*wITf7if9H3ER8nTLY=`_) zQc@m+FhJ=nsjEwiE<2ix)C>In!$*$nj&_CKb_}i(8u(4b1ne>eT1=5Z0BMMO_3Bk9 zSHxN34-?n{W&vp7Amd9$xnuWl+V8K!p_gnQo>T0j1L?RLEcDnun!0f0{_YzD&jWhO zfqqB@3&mhH#_E=M#%dMhGdlb{2#cFYd9H>`N4)yXReJT!cqHcH)*l~!DtODh#n4Wt z0-sP=u%D0>MMa-#?&|IzBZrjuiWs`Bhx&OUw5}X~xBUj8H-MX)KN1jB`{u$rX#0KT ze%wuYjv0)OgC`S|-=4?hWAk3%zZ<&#_w~ogfOiaEz>@0i?>WY2ml4YKF;PNqcd0FG z*#tUn{bYvC2L}h$M1mn8#9n%`8zPu@ zOKU4Z>O?R@48YsEQ$_?30K&^rHa4n$YU9`rMn<#7N~}m?>!Ev-WCIo@!3&x$GkQ4( zYf<|Uf_VArRWzv)D6lUdK70t_eizIJ+)Qy#0@)|C9H-2dqbcz&Rh&_kEwlyukWG8I zK{>S*#W+h6C!VdnmzGh)A4V4T9{%u8=J{N6{2Pm8U!b}?RMvuI2U5y zj(-0L5tg5D6?E#yj~|zgpUFVN039G26UoxbN)Fl#kIVdRaD=9bXMg_rmAoZRk+V$L z1wh0I%|9C_(mE6(?5OA=G8+valo|3So6t@4j_&5E zs&OsiY`l2!g4~J^A3hLu6F1p#tgD2`Ga?HUa^T)wITgUVkozHMo<_I^4R8Rl zGjx+2vp!|Z{utD0h}p*x2ttg(yeZYdgV($*9wwVIw8dqh&Z){mrRUavsdexj>tj$(HdJo-%7k)2A&UbNlLW{Tv>UF4 z=w*^l;1OoL1V~_iO_T>F0B(tnN^oFcJe26tx;h1dwJ~y$z_v#4=1&Dw&gRYp5T>B641_nVDxQpo3so zs*&*0w|NRJSP8|#8_NQVCl2$4@ac&zFX>pAc6@nT$;8;VW5w=keNZ*M}N0V_h>oEfTWk&32xfWaSfBfVQM%5c7jS1t5je#mPVVb zB!nYbAa2^nZKA~$6|--vu*$A@VuCFPYcL0Kv4Ac9t)`f1l9(Hcrl5sFLh9zZzaEgp z8E(+Gc&q>sqQ(Q^rWj5A`t^3Tvi;DwEy(2n_|`JCWoUQ}n}LLida6Q_pntbmGr;&n zIe0h$+Ikb#xZ)6&cQxE%qW+UG0&*mTStHxB%Nd-_Vf6jFg!D9^9cuOSgBLhVL1nQ5 zt1oO54#y2pxo^b(rW$DsNbyJGOcByqszIktbD$Z;y*^q*Zp}9x4?`?ZA2)MMS7Lkj zR0bLE(*E?k#!hK zYcR_W!t5&sKLa>VHQKg$^Sce)W}kIWm3;d2$?OYsXjk#(ls&2l5{XNK?ZvdxK6@~k z@6c>D1d2-kL#g_i0H)7z=qy=MGbP2vBw}(HN`8eOcaf0_sYVzNJzZVpX98s#qAWke z?n6H4D}kH<`gMsK&DHt0f89XkAl^DJ^9LjV4q-~e5vh#iC4_JK#}nJ67?xefHPtaY z-q8msLUT*I`Stw6ZA^*|vrBoGtYI5_hAU|~*B#3(wD2G^GT8o zeK{JX6mKU+p4QJIceQb>Bcz{HdTdKM0q03&yLwd?-LQ^XB`YE#q7O+v5=3l${TlN> zL%s$&b|`6FAd}TtGx3-&$dc-h{rZ&^F?5CRvPngVs20ic!Geju`x|u@>eNu8fw_Er zkp74e61_1_Gh+fS^O*?lYzrtnl0o=8u0aM1u?s1r)LiGeNpj`j#O8*^Ap1}bBZ)46 zqUb|IaflimGyxf@t>%N_3muE#*7(bO-Ty#;iz9`>te`HGr%rZsXxlqDG`&-bzIG0) zmY-h*0wMBt@>bv`Km$XSIzEtzpii*jZ(tst;n1dxp&O92i*;A=cJP}Lqt=$G_uoH0 zBnf05vzBke!tKz<0t#VoPzqb`P|DtK1~(!GE(JQPNY*ZG zVXB?jk|aS5q=Bg?IMkY>gktxSg@i%FE>c-4^8qCo94<8QT!ZTEDXD18;4#X#q7?1&X zzc=yzjtK@5@l_wbXH>qP5c`R*V!N1_LVB6y_y+(c>VMay%A!`%@M-J<0wi3Igw_Rb z!Q9fXPJp^n%nbvuY+vep?`i&Pi5i!Q6m1E+q zT`)isQAwcEo@h5dKt*>!Iw)uBzBAf%m%P=m=))Nrgfd7z3Z-lokr+})a=bFcJ^xWf zdVh*O?&xV?Ns`kbVcpk@{8Q(KtJ3yO4&TFMBLN&};SG?guBXl?wJgu*$Gb738*ZXR7VI>T>eUYloXNDj8?X;tE!D3p_qFAb z7ow>8t=+(1FRgWC=UNUnpk|Ca4@za9Jm)anL4r)UpwwKRU-}4HkRMP# ztAuO53_&=AKdjU;$7v=de{t5hY{b5G9h9~jgnmrw?GOqJEE1Le5sVE3cAgGoHrpW@ zX?-9{IwW0ios<+pD+@j&*;p`TcC9VuEM=H_L`jlGf#CcuU&%XEaaiuTgM~5RU^r$k zJKz-1vLYeCh~T3O5g(ioV3(QhJ#hmyz)D2^0pyXx{H{f+8Jkjm;%?NF#2R9rc=vGR zoC~}mq8X7HPl7JPNDTrW+=RnrR1^8E4dcCX{{?KOA!P>Bf`n&~rt%~p8yTXX;0Z*7 zid9N7>uU!SKg_}sjdn*wI&}?=UBCYx3S4glzl&gmVEZ0AK*4D6)>)7x+E+2A7;uj! z*jbz*ok*A*g*L^&Yw{dw`7y=#qh2N9IN3OGbEE3;KT)8<5W0#36-8RTt})eshFXeh zE7gP^65MQt%sYvfz_y1eVvLC~i<}op9%3N!&(bbkzI+Th6(kYrkU%3D)F4q;P0;LG zh;nJxeX=>`N`rNAzL4~Qy$w{Ix_qg>075K%Ag-{w&KM;WTL_=azNPJH8E?W(ZngZw=acKxR2Z2KX zMFEwQ+%lrQa&VLz1%dm3Hfxa~V=&Ks1DL6hpsH{@cl0iaGnZX#;vcLqkcTbcjA=xm zC$ZVcLLwX&4GbHaR635&L!j_S(4B<0K&T)?l07mgl&V>l5f$^Aa*+};SFb)6neJHS zJk#wVM`|C|KD$c(ir#DsqIMV&8}XUnXpmnaTzT5HxIdF#Pcs znIm2Ztgui?A{VO}@kA3_bW0LAgF}R~=OOqJGq;?t(4jBF_nltZ?mXzh1eKD$0p?5$ zrZxWK;@Q8}>o_^(;-@f(s6QioH9euEpoT>vA=f=~L>37t+EB9+;8Qjt?iHQ)vN#b* z+a@&XMuK)#B69?#5W5&BLIjI|xq+nO0f(pmmMUAH^sy1F`$7ejYeKNiUPCjjePh zY4MOf1js%FM*n?i1u&V(EMJy&OvbUdhu{xVSpxXHNkkQ~tmOU-yAjPC4^hp3lnZS= z8n@rxIeyJ+R&sEy^K>r*P#=+h00LFcpJ-Vyn`~U&Q7MR(aHKrsz>?zP7@ObHlM|yO z&mBY*_Wag_AFzq)BsJf>e}4Y8%hR{PN;KKh!$Bg}{!0($*6FPFS;eN57}#1g zX4&%?>c8Vgn^x=rlngv0BP~qxmc0EkRnpOmaZflSRTa4yt=SF>8yf|j&sd;!^Y%0R z{M(l`+`{%~+qtIL);5R7fm)OEq0hX=T#Q!QiLT^WCySi{x} z-S@Q6@_?lOX&ICTDEKT3D4=BW)hBAiL4+hSv5yPBdFN+`#n?bJY`9F+mpE;`~f$c{!ma@6dvP zL;Ik~^gIzf`WOT<3p1#4=rWOH9G_B|}77e@Cdi&9b+*HwuNA zs90dOHQ6=;SQJZw*30oK3MGEKHveAGbcBhe(N4=!r8UDukgle|MQY0Z^F#(@ayCK1 zoI)BoDkd2Qh+|ZMoIB#KfAaqaLq1TKFAYPjxumg@qCDzHf?{VFkujo!(m+M1NO`-` zN=mw=NEkWnPGOQh0u@A&zld2#HmxfELipOk!h+5Q~}oS+}cyW`60RqXeaMfdmf&u{vh{P{eWZT9N^-~UjG zyBmGR#NVg&*zA$5oVScJzl+hLJii1r&$7;pg1tqE4swb8hrZ(_9v13*Wj9c%u{^8 zGO!prm6*40)?`;)03SxD0vc;;3 z$2~44rUVl4I7D;(>Cx{bVUw6MoINqna2yE5#J0&WO12%qqRU-yxY#Ub$cI42_;`~9 zp8d`fU-^H&zSsW_D93I=Y9~IoV+V3W#ac_V4K25d_GkTg%x?La&VYsbU^AU3wu2eq z6YL=*H=IG%=`Ee8ixW(*fR9@RIjEL@Z5Im%kfb|#{Ac0Y3ns*O3cIvJy+_;?9>`x(~6xb$>hG#*X(>-p{mq_QS2u2x=i>iUO2 zNH_(ubaYJ{Vt_0q2X>D9`yf!uj6)ow2@b@kp2Fq^i2zies z-5Vr!HjtRZm6n#4h1t@-uNRtNIn(0kLzWWcfKn~Ke^7_$Lv3^Q8~|>Y^4!e8%K`3F zg7q7K^cOiSUyH>B9}X2yt@$5&LOzL;DtVyrm_MTDy;#i^NILq*#>T>1Va7Ha*U2X1 zB-s#{{17qg=o+A02w_VH9j}RUBGPOeDk&^vszT3L!+cc{d@Gpakr*J>?imfaVb#@LzJ>0XA?F!eTVpG~a{e}8nCNd8S6!R=Ww z{c?``->LThM~n3T)@S}ZKUwwTELX=k_QG zyenYqih6*(o}(zgh1kt zgurOOKx-Iydmb-#s}fyN?~n-@s|J<4dJ3*?1-vBBkohjwEbR75g;()(@5xX`c2ZcT z=eh4&2$%cwum=g+aXGspvJeiM#gC!!Vu=d0yqbuufV0Pl1EcNLu_2!J1sW9xSX;@Q zvDN|^fvsmc+^Q!N(wmOKsJ-m`lA!Bk>Tft6;i4V6kU+zLN;JPo5y*ma$ms*)_cia&$)+JRbd3d$*z;(pis<6@6 z7tw(;yLRp3A1h{-!^&leiH$8)DwwU?=kW6lP5m%lU)UQ!F&2ib#EB-amXH@3dPqsb zMnQOa(@C=7+qLxq*yVRC?2_B)@sl?(>P?hq2<*GbJ8M5wqAeOdqyML`#-t*?)ajXef>R>55*H4?Nm?z$*V ze|j{Tfm~M9!9rEB?(Xgx6z&l5kgQl#pLRNyPjWOg(Iyi*$bNnn3}KMNJX=P|hPx=;mX z>XKX(s$MR?%Vk4y{YPl2HIP{6F?v*lq*Lk?)#@5WEIJBXu&!zH`*HZf$oD%x&_S>TFKhyP_^gj6qi9y9~SmQ4ZBtz zXjFw_W^sv$mFBK<&FH05+==ALUD`E=FkrobR#FISy>Xh#X|I5b=gs0LXlKTVHau8> z%@$~Nl>!6t4vBb>5v60i;?VHG_rg`%%8>*Nl#>?b0ae%W?0Ti+PW3d&pXtd$n@vS2 zYcTi|ucw4Ku8gN)%foZ0PKNekz^K3mO-D{19-c;Y4XeTx>%#F66`BUwgHYHTOfg;s z=x{0j*E924yX9FEJPbQ`FXqZCG7z%VT?v@Z#}PJd*wtd$XqK=*IF@r1KKhh_ON?l{bR zpR{Y~6tr1&n>qy=c`g*C@JQS_=RKqL>D@kRkr29R%bTzYk4WNp`Qt$&xnc*fY}g?4&9W&rT)818G&{XLq+ zn;^5kaCX{wkbLSaxpM^dqEM*=pqPX#Ckm5akau}Wi}*nh>P5aP{_mf=`LjkxCueGT|mI zhQF9$KFt>_O)ZU~!0N>%q?cmSska{{i`rx?{!W^E{$yH`9t2+o(G(gwAi+xq7hvULKuzZh80Yr~Es@%1CvDrqGp^y@FuWKnGTYGZ2Xr&QF` z0tnn6xX)Gmaf2UvA z7W696p+6>TFs1C2>*742U$FQRYwR#zkUx|-cI;R+=uMiGl@OMnWxa}l9`^i@HeHRN z!#+^4EMPU>;+f@gu@A6#o|fcVvEQ!cg*aCh3!cAYC?(JrE`;vT2o`tBX?ipbKBBD& zoahh&CLn{FN%41k3n6sJcKmo1p0L(Gv49EgkJwbV>te5K3NAGMRtS>erByDIsZJw~ z?PW;aSpE2uwFeNjj5HepS+Q0bx^l^o*I#y1IDq;i3E`Ivsw^?s$m{hHLhwWAMzsjy zCD+6Kw#qRi7sdbM5wj(Tm_7vYh)Fpj7qG}CAXS%$&5y^*2?xG<@ z8gPf)c5Ua4Mfrvl*yONGz#KZd)$7(b)FcwcO&zlK}XpU3`Jqk@iTc zZv)qWgB`Ik_C={&o$Mge02)A579Fane5N=1<=mH}}T=3egXV3bIv&im4D~ z3JymnbbC~wf!t#1n1|Tni$6W2;%g>{KiCb#(2KCIj9-ZpoG&)C$M{e^31JI+s?jXM zVS+Ci-ev z(HKh+C=Y@;VNkT+uADQY#S;ri7w?a7F$l6zyzIdkgfI!|i`2Gl$=HS!utVz1L5Q*v z*r;sPYSRz_97#Y=P-iZZS2G`(7N4{D3E5j>>(ndkSvylQC#|p_f&|qQT1eNs8mTha zEy37juZvV*6;f|=C=)woD$HF{r9zSkRUS3mki1bJw2U8|)@mRjgWw@NouwFooDfvY zxY{U4DruwSNm~R_bDMliR(Gb=sif#qA@zHK-$kMF+RRG5I&qL7Fheb>CA>70Kn`4_ zI$PmYPqNH`|FXV6V6X({iGr4rg=nc2dY5VZay1ae7024Z(}8w#}SSc;YX$ ztZ=j8#Ws;Z`x!sOJf#7Xuli4BxgM^(?fAage*8~9tG;ABmg=|Z8&*LbS_!IuwT`?A z;4=OfrMUl2iu7-bfdBK!|DtNzUovsOX8c3Tp8lN86w1-u2Q&>}&=*f<=3YIuHZdmu#m#c9qPVU6U3p0ZjHHPMwy*}WhOC`|f>^YUc2w?wz zK2W@#uK5d9>f;T@W0fg({W(N_omMwiZeLRvsaxJ&q+2eo1Hp~Mh1u0_#)QjW|;PUU+o}O+OSs(pblFoO*yj8SdUbLXxHX%K(w-m4F7%$s- z9{&=#UE#$49W$Auu}%H?85?0wV6UwtOyU|ma|Q`Q5x*1HKZs2__s2w~0K!MukN2QE zm2Yzyy_buQZZk{tEIc`Ax;P2;pH*HJ;U^tlC+;U}yCZnh0tcTTyQqjX1u5wmflQ2m zIfIbzjQ1(Y$$5d|_Yeh*&?0zp>UOO*eRv!YA%24>$`SeK_)e3ci`HPgcs`%rA|7DY z^O!xc7|}H!B#l{GCs^Jz0<@q+)*= zH=vUcK#1`^nC9OALqv#_aQ)$a9~OdN2`ktRU4W5>z+$!Ccy4!EuV^UIrvbc}E>IAJ-S$HNVM zGR@r-HauJIRZoZoU5}XEi;>F>K>J~#q9p`9W#Ho?V2Hdx$3vK)*y-Y!J0P0&fL19; zzizqZj}M{@Tm(8p0{jXjrvBC9)M}z|k4P`5HGe}uEuo$$-gpAa85pHkJ?D|;mbS66 zu>~;~SU_L)hP>m_<*z~-B?+05`~fJEJsz6bFw;VgFTx2Fid{FXFJHclOG`2ez_Z#M zJc76lq=F{5K}^vI()l+uaF;Gs6>=1YdyrnSvE#5|OXe@5A&_-8Q!OtHvPtyt%<{FxIu9HUsRyIN>ei z64pSA^IQoN%k_No{BY)d{ zMNh9=OlpTZ&ycz4^{=e^bBy{sVkcdPa?*9;Q=n_$#yJcmcnlFuA~_#$Fa^4ZK5CcB zyPGmWlX!Bd0JR#5IFCE_dKf^f$bzJj$eWHOg;FH$84jh(5c?vKpYjt}AXE*HtZ+#v zQU>p0qk6*lcA2LVKpxNfU!<3NvZ$H7y@YIQK?}&L{Z#9=p7rgx1~SEnswmL8gd|St z*nrlO0Kqw+V|m}D2sqZ>5`RbG0MVTxSXv?$WPtL$%QIb#VffAYem8s}jW{ z3%T(SkcpA@f?9J75FY<@l~e>+G5R<%!AdEZTM*L=rcE@L4XjPlD0853m8dfTIBOng z2z@vc1m6}1A%I5^r2r3cjpI)I_rTh4_CO*XpP4!_`2uf!rfYN>udu47vUZCujf)OU zFr3gnOOPz85ib!c{-()}L8qPGA<07onQy;gF4Sb+>QuLF)Fafe{+j`CtW9vSY6Joa zS$&ZKmNk-m&V#pzmq$RS@esj#-O*w0v(usEj`JQ`v74a+&L1}r-Yi#G8*whEr;I1# zz4PQIPv-GC6ZuO~%~WAo1sLULDZCLj^NF*d*hkG&rCrY{GSZw^xQ0RcxHEQ`aQ{r- zw)=CtS)*;E*^DhsMl~<)ruvKVhat!R!V1t1+K~M1rvG3qOM;ytR0XF<)hHW>2qiS; zGf(z#N!5uf{H;%u)zbT%^5j`0wd_b^XvJ=*Bx~NXi1+7^s}_l(ueBrRPD$qd-<{t7 zQuOej@|geUlmEX2djIiT6@Po;!{4(2{~7(3Ot*iYEBM#%`5I!C2BO#+!m}swHdZXfYmwmZ4hE)YL@QHv}a)vH=GVCFvps z%pr&wCsmmJoA$191oJ}R3!MT4DSzJJFXxu6bb&;eBX|k}gd!d6D~#%aPE!UW zxh6@gKq6QuOR62sKm@*rIb36Zaun7eYguBJZiZfxwh(Mp$S`D#b2G!jkRui+Yx+Rq>Z=yQTx|(X= z^+GHK+)@u#zcB=+zd@vo7EAF;2<(BDrEKa1=aodPSI_BCwCUyllU3MWAxL;!rsnT8ECXGnyC=w9gS2{tB3z*&B~{_thf zKMM%FU?HOHDMT{%S(TqOghUiG0vtyo8C}@X!I9RA`xgU^oGmI)wpSTXFSFFI4D>^c zH))EWXtqv7hLZqe$6lP69UOj0a5L4u`OrdeSc=I}3_iAMNF8HmS2EVBBkYNUd zZR-k*`4&(iiFBsG-pc65K);E84`Ip*X{fL zu65Q~XPrObSbOasD)0Llp69-=`?|0DdZs|+s;zpY?^Ei|sS?{;{@Zf3O@-yU7Sg{^ zRe&V2>?|Wg4NpbY)x0I$;S52v{(BjzQ+FJvJ`{_p>_+Ow{P#WgyLLpL_T@EYgCWV3 zal_m4=Q{{2MPH7A-@Ttwh&un5J^>&)8ZRIPeTS6)iN!#RPObyAo(2T}D;^_tLW&=H z3{}vMB>eN2Lb|>(h|g-VO|6ANJ zIO)@m!e$MYjr+68xb0G4mke$l!)W6p07%ytt3r}NxM{H@^6JHY_dT!%@taqONRU$e zpoQrK7QF}|;O0AzuD?U5fBOi4Mf(`;2B&A(<~1B$CPYxVbsIXcoYbVkoJ$nyI>n*R zsw%XYuM%wx;`#*!Mzz`0^0^?QtN<2V2XhUV3q@@p3))VInR;DR1OX1|fW4D^*czbl ze7duTJ6(;dI87Ci9eRvosLonwlK-0)spl z_h}-v^0E~!kg-f>KR))Duh3&&;ut}0ZGX`0VS#q`TL3wVC=D1>(DBumYYU=FL?cpy z+e|APf(zoS(ZA`x4-`o3p{b?IE(}lRHo6c!Pa)n5dXa4S%63wrMKpLSP`CSd-TU_) zZ*`<9__lw%gzg$Cm#8_s4JJnyN5#PSU84<3upZUtvE26cjKuY%W*gwn!dFRS$?ESJ z8Sl+Z1Bu)XI(qWgbJbJ?az0_RBQyLzyPW1ktLg=~QwTEpqlz=p%*DXwHEeDo$LSCO zJv}{EG9c(RXj+OvHbxio`ir@S1XNu^LV5cEzp8UWjl+bLF(A(mh_=pYC3ykRBsCbQ zq(*C7f7h;E{K~`CWFD=>f-6xw+DnySPh26iUpKb$CJo4fpuK^Jey639V|_ek?Dm&d<-UOw;DHRuZ)mOhl&xo;1Va+&+~Ma_58dq>>y# za(`MC_1OZM4xgAC~ZcLbR==ZPJVfD#3@=V7_f<go+a92BR>ah~d*FYurJQ`z)4{L8f<+&NFBV_%awIpB8bl|szu6Iq z&!fs~^96ntyWk^L2NR|>2ryKWP?{iuno9dE&zE1uz{HjD)0hlHLE%oRcjEb(2~A3w zr1+uroQ>{H2jqLN@$6aRuyn7&{MIQv{G-S_S}a>9vD;x$9K;oi}lAGBfC94&A(U zOAC(}-C&bm3%oy|3hKVmuj5b+?Ix4veWVwhVwXVBabZcM)7?jFHATE^i+?xwci-5bpdrpW<8N=HM$~-e>dXM#QQnjNK^codo44$SU z$ptWOTtOrQ-SHVb73cE%obR7Q=H)s$)`|4n@^Y8Zfhg#j6rkdpW?3LZ-Z{HzI5G6(v9~ncn!B%l`9QnSp&K>>F~{ zTH&UFuT4;X5|A-!GDfFVc+zQYb#dKZ^3A-Qy*koO-MCvUHx8$&roxPQJ`AN0A4?my3jjtURssY?ws|9tW zYWs85Nf&xG6e3|(f0}dzB=A}G``uZCF52&y%eiOn4GW)Igy}cP5ifZ^T$E8B%L0U@ zU`V_g`C*{bu7m;9y$+UmMfX8Ud`0W@4W_UXpdajvwmANhdKE_c@@vqUeT7)L{q26v z-p|ziK&@_UZp)?>fyVUJ6MjQ+w4}ElDi5W`I0dM`7#0YKt6LMM;F3IG9D(#hqRjC#M<~ z>EfnaOlZcC{;!h46D=^T2HQ_SqqNddO@<{AuHH5df)|Bu}MV@`7M98&TR0 zZOj+wVo`MUffVE=R9is1X^>A!YGK%nctguG?2#1T=@^7^0mCJcq@-RmHT%P@Q*06m4FdCjh~#7c?*h$UxG7M^#Jhu1EfR2uvP(2xEamq-q#{ zW6kv|DIKAV-sr}=55*`9vS?{)ZS|Y@Mft)DyM|S$%02MfdeW7sr)fP1@w?NV?4I{D2uImPCyqt@uJw)Ny+RW=A_o)e>=L;tQb&!dFD}kl71>(Gh*cz8p)u zmZd5_p8Coo?FI4hsvT$(0{MhF9=PIgrk0c7`w)!pF3L z0K-}@5Uogkves)V!VGsUdJ3(_sQ0nvq(mT@l}^cKYUg7)zs4?3fIGyMaSZt=D}Kw` zNpW7`3rek6gcT*JqG3Z&dIKbdySTk&{hf=sJrVX0!+F8$s~Ha_wNiy2PJP4Qn-xhr zN|BM=fXa$Cmok43C>YZdCdd@+CsglzzrqkQ3_O9OcnMO<2Wd<`jf_8mS?NvH>FJgg_0w-+u~ zvu}~G7TD|vAdP%m(1L6PObVA?IHrm|);YJ%1l!Nf6{Yu4cyFaffq2>>igF$n&o z>PmVV-GK(u0P;YRu2=SI_vP~OF!A-Q)f^jGHw&XzX;i%cA!Z}u+2JDJkSL3GB5Aa# zCLnZ)I7x-g@rP}}09uOFT+;av0gs+7G%!1%&UM=+aST#Vv(d8 z_wvWNZy7!HM`8|8@nGoR&ZLF$1IAePVs1?YMb z%hIFm{#@dye4995>UzO+B?cv^6v2^y^Y+F2K1ddPV`1^e9N#2rB}$$f*U&oI?OoIw zZmX9tIojsmRYqJ6bY1c!2q$GVsRamm!T}-{LGcJ0M-8s8B~XURp_%rj0be+1JvCxY zf@{|@zU^N@5x)XsqkfwA=Iu3EnEy&fDJP ze4mjNc)TkwGKP{P;1 zZZF)8E^A^aVM>?feDCRE0=ASYNOLw^d^lVpk5($p96+L;yil7a4bkE`0Iwhm^B2C5 zb!mt2uNZu1WH2ovMyS6QE}6d`4u^XP=fG0Vke#8@aFXU`=ux6*N~PlcSZT1ak&zKo z>PK6(U0uj_-zZ|kh&luHb_z}rb||g9sNnhY&qzW#q(sFNw1-EB5*4~=HC&>W8WCvJ z20{kT9X`khDDegsic}@8^O~CV79|pGu?%arBONiBzqSwZDB2=K4}A^neNw`1DyiE) z$><4WgiBrEb04}2A(Cc`5~#$y#)>agSK^AuseY}OYBJnZi~wh?&0l{m%bjkE;uOkS zw1dF;D|?|%Bk`D9*T7U$!D#EvS3?4=pYF%$$qET={`%}_%(u01$>C~;4w8)e!T7IJ|Npdr) zooVfGebhR_bOAZXXy*8ac!V=XS4v3m!IAqJwsT}$TsUHiAm$~$4Jq2k2LJr&Vfo0F z8||0Jn6%h`^;(zCq0LL)StgBsoPZ39j;VNMKlq!SzM}ZYvt{xS5y{PN6Lf~<3o-F(NUrB+QMn<)r!b%f~7xb z%YIF&3zAY&xZxe6X=^Kv7#@7Wx7T8cqQ@rqS-7-4;g-3@o!@)t7u!!}!+YMvzH`)% z99a|bWbL@FkMJB!m6P}lCRm@^z=>QS%)gGR=uIN~aJ0w4Q>nqVli18Tc9?CsZsK;#&n zk#*Z-BX;shOe!;)m$uMy@Ko|d9euK^dKDJ#VIb8#`ug98vUI2V&!3+S9DWdl0%LPx z>o&pWhkyOW|L((w!vI5c-pHS3W;c7f;}zUzBRW0n_ZwAYG#{(BmrnZoZw{2;CkvWG zFI)&JYg6;{Q^6v~0>c$VeDhF*@iosvlZcBK&((JC^9{kjfL*h~gu2GN(>XagjIQq| z7^Qt4J8PvUpfe8+Ew$OKrm-0wEHJ`OOiy=ITe=`A?%e7{d~>#M^#rE=eo8=uJ?G9( zQ6>NH!%bM4xux$)R>Owz*diD?!7kyUYx`{Y{K4^PCb={pv9EWQ4V_6xMY>CkCwqX5 zxGLkccr;}}b0Sz05XcK52??yRFNY-ZptLYz!9^4*Vk#;kFd^ZsHj3*2k5MhHx5zebpjXlfh%{oB@=v$-i8#lk*cNwIty^9u=WMYZkd!t2Hx4eLm{hJk^TIMyU7 zJKK;u9sWZ#)zu8V?1$&Gd#xr8@jOUOjs! z8oYng;)j-!GBH`^cX04o86MJJE33O5Tz(~@nB0Gg2x5Hn)?*trUER4@rge|^j+bRq z!Tkbr@>6T`8}9h zJ^?|J1%r=5*gHG~VLU*7E8oI^rP{*Q#g_v4)-5plr)Fl!rwCY(im9q5Xdc9S$DI2= zIXMgAL{|=F3e56nfBRG-syg{2A~H7iJh}s|fcWJo95@0WGa{Y`0xjTt;<-?oFsf^L zv8p%#@USFu8(`(LNkHUI^OJ%Y+OoF(E$w& zgxSzgIx9k2?=p~oSm+*a?*hb(4U&@42oQpT-90_?1tU@9zQpXu8j}p;fPjGVZZ~Z& zuSevljMMTqz};~&v*eViX^fkPhu=NbC4%@E2)vTh(sY>2asPzwJ{Tiru;Sw-asEV) z9fa}GA3s{wP43dbzQT1ue{#CciMdQqTbqSvph-ro_~x#zd4iEBU$l=NO}&o8t9(0R zN+wcZqN)RL$t81nkbEM+@nlpLjT9e0<5!a4%T+VA$Je*$!U{zb%#gcu_%)gc?sD1zPJ4ah=~T8Ap5%5LuNBMw72 zgIiFq_A98Az3hd8&B8Zs+!zcLolwht*#cd^My>SNQz^eyVqztr@yqR{UqR@vk?h?v zZ{b35^56?~i}+-fX}W1~IDIFamHrS@9*Tr~J~Y(jF@_OLWvLVXn#8}{ISAC*s?OwpQ{vrEmSlSd?T6ks7_YiD;DlmgCxeUj-n zveB~8QxI4NDfS5pj4-f|%T;`qsGXKrh6sv`%xE?+JtiCXhyP7cmrT`bz#sk}dROeV zuRH!=H5?poh%FHoK9A~P1({PiJYsh2+P7~Z&NjG+94Rd$^LJ`05BxW;Za&BfZYM>b zza~@BZ2WF9H!HOGAuwPo!j5B{^@;J?ima^76CgQv85=LkJKj8-ar4fdrzm&Fo!fGo z`ZmW^`1Tldv&+B{hmnEV4a3yYbx7;vY5zywA7W;OLjgY+j9Kbh8tVIU>;>Vj9*)8z z@$OxI0E%+(?BgHf;&Zo{Z8@sEEHL!=_4tv*6CdiDtUNvCu+J#vVL9T=SuSWAcOE^u z7EEt-W8?WJPj*avvr{d@yj^HN3PnbK=SEZj8Xg`${hh|xlj^b{Sv<0{m`?Xf$l&L+sx-+Va z?5|ig&Gjy+ve|qxKzn%27U7FP5NdXI>&z`Ie$R;T-nf2!DfEm3XnMlKj|)~-$bcb_ zZT6;x!)yFWyK5VioEiw_NY*&(Gzi-p`xL^;6?p0An)*zRjYABu8@LV?)!alomv1NK zT2IQo8)5rRC9)Y@#v0al;gXD;e+X}@tEb1XZ?m}g41fboN5?M$Qc(e zUd(FhGs7~%5I`szXDBuJG2jsr>)quPiDt$!Wc@NUtG0Lz+G3Tj0=C7~pL_mA-OEef z4>M%xy=kebhoBcp&z!~2&r`j^9)~>}_1AvTWCt2DEA*1oo=k0Ycu}x4P}9$^SXc@6 zqY+qY?!LYQdvM-ZW;eG{X4>g2ZBgA{$$?!R@L1mE?k)rJXa=x9){M-xT4_D*o0y*P zM;HGPsG=qC_nNKS%f49KT~0fh5*ir(c}gMzsron0;}K&vUI?ef{6c=>PfUA;92VTv zCo){jG>~3ezBXTGxJ;Npa9o_=qD3iIQj(Ipk((1n<8;>=?>kTx{4Jrcbdy%n-%s0J zZ^fPh+17vRkORsF981P|zhN%p*W_qP1j_4Ha4R8Ion@oNqsl=cAsH%MT~?|<;yfTQ z)ipJF0dujxVTv}l5YwZM760(2gYZ5J21I~)V%+znq`I}tT$`Fpr?>G$)YsQfjkeZ! zZ}})1Xsq#|1x<+v(B(GpIr@cJ(WFKvEKf)(wZ-i4iGcc1+^$>vxWt8ums+{ZJJpvqlUJWeICsUu5A z<=-#hJBFLbs(p^yZ13K^jI`QW2#B$&=@2~qSNrb-=i zIlGqGz@khHeg2@vMss9G{O5j$Cbg@*yH?!nxyTmqHFnrq|I8$5RWd39ASMc$WVz5q7p*-VWH zkJ~i})tr1hca!iSy~(Jkg=ljfgoxLdCju-1*h|`%mW&) zuQwa%pOW=Fc~E<}?u(nkJ@~JIHWh{IUnxZ1tv@_3p_GNtbFP|!`Y5)o*&UO5=e*vd zra$jGd?+wzjb4?MDJi))tcy9Ee>FC>4NNq}I2U+~qb4Ra37EpoFz$WtEW27(b}>(& zdR^HH-F`#PBBw9&`FLreJ%1b+TD(54A{ZO}GfGz!ekf8*9M}qawbk$62ZMV#gcfPS zBblp@oyEkG+SF^M5t-FBvRvD>eZVtxb#;|OrYa~Tw7s>6F@S4045PFJdFxhYVDL7S z-!Hzjs%vcDp}~{mZ(Yy0~mXmmvf=-STwP7C6@Osq%+#Ee_{K%NygjRUwbH_kzv&jA8(eh{263 zo*33?aJdBQm2vV4h~*28Z%|{Jq_#-m!QZwj5=ILYXAh|F+4JH~p&p2u*(>2=7JB~t zj$OOB{lDkO1ojQAN8mViOybq+*KHmJ99hAVH8!5JSMkk}kdOfA*m3BP7;>|BbDuI? zv^7mlh33zne|%DJJ}ynL=2F|x*j_WUP*ehFShkyd;;%6kak8n&nkOiD7TtMc%Q0q? zx3g?hMWF<~T}(_kNq6l6;wvqDmuc+e*_MSwH2t$a@gC1&`b_%amgf0yf3d|M$BX>y zhvOp0rs>bY|7P3IwfWaS7Zm(c?Jy(!KOe;@%w_hUUszbZr1U?(kmUc2@&D~Ba;CU^ X6h-U~>fQQ_v^HA1^fm78unG7tNah=a diff --git a/index.html b/index.html index a96124a..e9e151e 100644 --- a/index.html +++ b/index.html @@ -128,7 +128,7 @@

      arc_distance

      Mnw$2eUfVv<5s-QQHxM$o)S~jm zZNHj3O@pQ7`&L>wKthV0B0?RhEvI+=&}BD9u#S?Tsl?%HRJp-jpdeq({ zrTS1>nndukkjf+(7Xc0x<-l``ypMDpdS5BN{=TXA*Ur(Oar29STl)lesQWyYw7Lp& z2Z4SD&pGQ8tsQk9Ru0&a587>{S|`3mzy>z&*cW5__1nd6_ZyT|5k|LG$&?>_Q$1DS zD7GmRBsdHP^8RUf*<`KP*4JHfx_-%gC3`G)OaOxdFZk8)XMfzLk*xPEQ~)7dmhM5EskyDkwt z*ideEj0QZ(Gf|mZ7JijV(4=kgUk5~gLL*AO{ zzPN94$a!;$mc)Wg)6eH1Q5OL7(SH^6UQAwO%AADgHG`exQ(*~3)MwPdK1#?hZrb!E z(N7}js3LxU$_n&YoQC5&B`aO5Z*u$%ZVAh|gGN+fI5^LdA%if|Q&Z=a4`MT~1siNa zmQXNvU%{ZesAQq2!*k?@^zXl0Pz5B6s-T&zA2atUD=YIhF4s<*6lVWQE;$LI-05h` z?99|{U`_vh`&u?{-n8wIpL?nn-<6=J8Su^t zdYcU#3HNJMfW4+T&Uw{>3xTdp<^6iVy$|vKXe%s3V53i$_$3HS-|xr=o`b(h4W4hf zm3_WLwZRu>o|DnBU_K@%c*!w=PHgV-L@a7N$7_@#gaeUR>~?`n0KsIpx$@NYu`?7?D-I;CZKBV_h8MjDJ{PtegIedxMQr zW+#b!>vQ4FV?+lZ6l)CVvvN0#?fuNcpZQHadBHW)Pux~D{RyW)Fj}{>K=;`VG8^v@?>xaiJ))G3m3DOjh{UEm1)pX&_*N#!Uezq zcpwc@MbLFXzjegy{5y75BKw3xd(VDlz@p{YrZP_Mc{&Ey4+Ktevy!qH>F-JLsl!s(pT(Aht! zv|s<6ZJHC?Nz9Aug(;6$5j)#ZP(OR7tbJ)xUgIb>Q_0r}t04ww5?MosN6nI-@4xlo z;+WW^q$JH;*Tu#oS`!QTrUeFFJ!;$ycaMXOweFcn#gM}&5!seF>$n_g*4kXwHJ(VN z1?q#IFKjpx(zdryPO>I{cu;EH)L!xGfgKS<%bc5R*NJm z!`zhU^YQ)rD-%Mp9d}{~M+#E~RCtfpHh`kD%6F>Zk&ZQGEfP?)ZQ@O@XHEnuCpCJ% zm$A-Ny2#ERXLuNBY{*V1govU9Ifar>u90zeEYmCxGJ8{RhnfZ!h$4fI(=@(W+EMK& z;gM=^DJXvCG1R_O{@uOH%Y z?i?HAR5uEKawamndFPc~k?gM}ZziEaJE1$)>MqNCuAJQY-X0-M(D&n2R7!DBHy_=z z9x7gNNwCdn8BSGrJ1R-pvc{K3t##enDK)-{KR{i7RatLU?T$uu?Z~Lv^X9GP2Lw%S zZOC+2e2G82d-sr1!Z=06{Xp*Z={~ztR7K%$VOO1U9iP-QI_}iB%*daj)zF5mpk}zR zP$@c<2~(#S+NAid@fJB_21iu;O&V63*<;Vs)3r5Te{X*ZGJ+8iA=}(R*dT8Nh=U*H z!SK)EjWSI0){{($2q97|9)Orre|y7AHK?O=fWZQrS!*>W0nDG@_z~jRTTX5^rDvK( zjbeNkJ(*dN9~5u?-r?QDP5NoiMTjsCD`hZLkVa2~z87NAKoSCr;V&G1HQ03@qQ9$U zyRPZ`->_Mau>?d4Ptg*F=34K>%%&d5Cz${{!NGRs+H7@52nJDvb`r1@YCV1b{XiP= z=CJmQ-0#?6D$`Ox<~5424CICDpI>p^+Nl5Bt=G8yoMkVd=2K?eT}KQy1Z9XrQxM#$ zlYWGkCO!FqXzmiN!paLz`75`$OAPsmje|XxxB;J8xku-B6dVE&vsk=1!HjI~lTk+K z`%XnC5T9}*Im9ZOlR3qk6UpREdcq($U9*e__U7xqVEPFST!{%DEQ`H8fRei zovZIBP-TXQ5D*4G=~e629pD`f95JE;Bv(sGsN3t?n_E+fCsV%1y0FEG5ClkXkQ8A$ z@2;~ZHN*YK$cZj>w zAfMlqm9--{FdMcLysVgUCh0eDU~@IEd4+C{@y#O3-jcRmwvz7@M>px-4Fvun_|1UpsVG=yVx6qJs#FN+Cw4|si5)N2K?RA5ud z&Vw8eZJd0F-~kVE!OP3QcWTRuZLKA2P$5Hnz4OONny3y!;7;0JFT*)Gk$Uqe$lhOW zHnUU%l4dfRT{OP{U5P}VpAL|sqHH_P9_JD&^5n*w%YfmJ@@iM3pb%5HQ9cy{C?U@(*aEG=js7kV`gDvJtloK%J!ZpQLl9&2wf{0OPL zl!VSlDT$GKDB(`xv*N%a7Lgcl4BD2Gu=|D>$4(TH2T;*WB4+8C%F79ES#|Nq7%_O- z(C`iBIYUS*&`3xB1V6Vyc+hi#W!GIZa_7O@byYI%4I0U;p3mto(PG}?7%YF$;ukZz zK^y8nIyR^qcv|w8(As_s$svnPn|T+a-V(iiD}q; zb^qef9jyfiu)r8Z@I>OXL9G2oF+dPdI0I!`5zdw?cI^(4D@8w398(#ujXsi(I)>@t zYB;rtXq2h@_+8$?jiCr?&T?ipvJdfEtSe6C==K^CI;=WySm(+6cj zWNA+1AF*^71ljMo zkCPn6f&rMPv>Sm@e+>b7sxT+|W78am~7Qt>NJ->LZcyAjIH& zISPz#o^1IOlDmk%ghEVAJV&7~hNLbG(3gUV)nZ!-DW(t!Q`#oL)X%tUw;^lOg63su z!)ahZ95jtZJqBksvYqZ^-;c;=#Pn8lUJGU~3pJV`HmORdvhS&&CLu7Kdl;gK?KmaV zv~PQY8<>NTwtg?caNVD0Eyqskr z+9s;2bMrj;{iw>ZMlO2Kg*B*(pzrwZ-l43@76Lo+E_B!U`|BxLouG--H1TM6hq z=bA3%4Q;-gs1;5R>2<5zdF@x@wQ`@8DgsVpkR1&YnRJwm<6^`)ZG8&^Up15)o!@K_7}s^#}(j)2yzqulHeR(vA9%V}NJDx>ghX8eRu4QG&;B$=Ru`udnacdX8QcN-mTSErDlK&|A@+ z?7w44=#u=xMaR5{3&pA!PR#2e;TtJ*s04M3(wi?#rIBl1%DySOi$G>1C}45YhrPsa zlpQE=H&T!gJCRZ)K`9ZwcTP@gQw=Sgth4*94#<6qh1>u#3sN+J8bE=_wwt4y?U~?r zV=7meL1P$1PFEQHdo*oD-?$=k+fh|M#>M^yYfz}vpwtI^w=C^Op;n|2hRCm}Gj7NW z-_3EDduN!6dHODNdKvrgVuk(Mv~j52L2Vi-AlmZLxmowwg$rf|#XHu|YVJMEIPS3! zlN`QuwnHWPQV)&`hc87_JT`&u!~;d!I7_HA+12BqLLb8&vDHo}CJx{E{ap`W{&|pu zNWtbRj&*+ic*>54n`%crEGr4;wg05JCu-=T>PjlAxaLcCrAFZJ8uln4*jX^g1Y4DJ zU-v!reC|*6;`+^-rKDx{p!m=EQ3n{$MCmQFR)yRjev(qm-de>#2ES03Gb&&E>-y(Z zOL=KVvBR6){r+Cg<1P!^6Y4><2SodNK(ekvbPTogn%P$(&1b=^(bCd#8@u2@|NZ;+ zS*(bOvT*|GJO2pPL%@3J*fBjfm33yX(*zX>A*Gm@n>7hXnsh3=h|Nvl%TyU3#b4D} zqRJ#MPcBi^G`n=^LV12(oN*cfVDz9t4@)kLVK#=*vSnYP!-Z-?sM%QY7T*P8p!P$M zpkA^RoP=+L!TBdwSu-6VnIU-dLYJxVPPcwYpCZ?+3Z0~=WEGs>!~zo<7VErSo@WG8 z!4eh?HoETI07bKcD-lN%VN6ftlHPE+e8j9p`jzvtcJS%_4DWTHD3^3 zi5EqDoH=<|64(sd#nQt?&UJdlvqfdg-Y+b(eVR1*edF)$wZpnzN`{dNh-H?dofSoE zA)kRP2O?kV_;q36-9@~#50H=@Rh$aqgPmgtE3`=FaaQ7x|9)bhDBSv=RBf}{nLzl8 z;DSZT3q9th*k?5xEx%)9;6jsAmZIMVz$v=F>ke62TTlwKi3i9{u$<;Digxg>w>SbH zJ$x9!0m=4NM~?x&Xi`0Wq1}K|nwvI}DTv=Ev`v+WveW6$v?qwVvEW#dPHtqcqBrg> zq@*NdXFJHJB`5n(CP4-F5ndQN#TNL3dZTv16OA8*vnlY@qfa>TR94oUf;u_EdH;b? z`{i%ny7h$(6U&WK=P;xS*t;AZF@+~7%PxYpNdi$!sS6*KJcR23B!D(`3M^SzQ`o^>s-EE;dPeH=b;T07k~ ze`?)#djbTud7?68l&VwhdYIP?Y6}FWwS<$8<>gPPKI^IHfckVPE?H;RB$Y0hUpE1n zB)MKO%&(9QZTX;IQCTLpQc6aG=v3(R=wPl!o0YMDUA*qQ<8h+`3vFKBnNa-pt$k^# zyr?M=^L_#+AyPNZNxzmFBPK%3J3D$ep>E8%l1VCM@c~Nb;8Kdven+eJ7D~T3W1F#q zO+g}nyt&r#IyKA3ZLhaQX<}}zXIH(|ZdAgj&83u{&9ygY2TJoL$t?A1QqHVQC4BDB zONS7xD9Nj{BZO4zwR4kKiJwEQ+LjLq#JVU7=~TB7m9Q54ltU^>V%KK{oKUV@TKn|@ z;siG6oX695oL^D9*#hoV$fj|PINPDM>%oIQM~<{dR}v6CDBD3taI7RBbhWw>#Qo4{ zvu4&*zinA_bLH(#gK8W#a50-wTjQ3<6SWmPdQzw#tEGv6VjgW$J|8(imwTQY`R-K(HM;eSUSfi9D z({0+&OG9M->UudXq*D6xt8>~0PtVlFtJK+P97~JqmHITlblcWnr=nZkV`0iCx9%w0 zLS9~etGunOf7V*=u$uSB7Sn#`u0g1dyY5P-+STVg}Fop2Z?53{Wx=mTIpbLIL zJx7~JB;n1cELzkJE1ZsQ#k8=uf`z)i;iasLjF20sRzhh^X|wy>xn77%^p`Gevu~;t zYIV`U3b`nZMQG9y^_+`C?sJZtn3yE=K7x+wz{QJwC}BLb+B{{76uu{K-o9;Cq!+pT z&b`Yb$4J`vbYt^{>Z`e8$GXoQ${$1WDcKMVCNfidI?vYj zlJ0z{1;lE|R~xo@BC)VJ$_PlERUjgOVDVq>%M1;t3^-u|?U4NJnRR--?}1cQ`1i1R zV6!*Zm*0MT*5#u~`>x#-4H+arNxcKvfV*8?J3_$eFI@Pb%}Z%{wH9v0J?r}EYczgT z@6@*K?i)9h6*{*aF=9kIIz95h_CnEB)pOL+a0yKiqeqY41+QZ|wigouo^I{~Ng&rd zscL49X6u48#K9KSnMFs!ubT^pnQb4oRkG+r5FIlXUKS`s{cE z$&(keO$kk_OqVWuIbI+1EdbIIIVO32sjXN>($opMC06<5nKJ_+i=mL{>V3dY+{k!q+ujHG zs?{W0AJ!G!zTK3~6ny|=M9?^)PYi2m?qyCp2Ny-P2P1#@{Z@RdmN3UIrW-MOc*w~*@PQweXkP(YOM>QYAFW5IlCna8^4(PIf=R??eNdXyXO8fdK z83f3M(hep!;>FZLh($MgH+HPy?FX3QXZ%adcn zyMWgj(q#XmGvq4t&?k2AOL$G;tZvMPIbO*dzC(sw~#y#E$p6Gai% z2@Wx#pg=a^OqUu=$bHBw(layn@Opu?&Df5wq+%wgJE2zB8qqy!uk_2J5r&a1AXtu$ z-oc@jo|R?lpT5O+=mt$jl<1t52&hHU?R|CQvq{Wp^ z;iMG&8PRL{_!S-{H+&DgzY}Tk;mTtQd!$`9`YypCAsqm9djS;#J>O021cYfV5%FdE z^y#8Dg`)wWcgpneYuoeu3`euIT6}S^>u=Vzd-t(FG@WWYP?FYPvgClLr)+Fo+(yb# zlI#=f0~fZN+Gf9W-_)@=#H2R;Igh%q#C?N;+WG1yFO;`vs;R2l9TrwOI7))Eem|Ku zwhiAba0`2ryVAL3(#8={+W9$xs$@kt&GXdh20OsBSPc$@zut{<3d%Nrn`jz4_;5AZ zi!`YY8piRJm3Aq<3uZV!bB$U)YF&$l2?paf4;VD)^69)O#>Rbc#9|rC^zD0$BYHJ# zMRcThS@Tm1n~=lXPiusI<)Ph!JIS9CO30>W8mjZNkenI9C49ssIEMQ~aRh4bRX0Pr z(YU*Ec89lwaG7@d*7s=^R64q2$Byr{f~B)=kazArapJEw{gFwT?7eW8ILW}O0}F@k zBhGi}<?sj6vmKUexx6e9XUYkKzU zXChJ2L^su}4=+}7@)FcfJ1m?(e-CQ7y)w<{U7-mrv9M51QBhF@m9z}j(KrGPTC0BQ z>T)VJuO1LY`gJ~(r|DKK{3s*|kX`4rYx%dR7ekgxxfPE_w_F>;{N|!VisN0fyc&P8 z!UYEkypb$aKZ%3^<|whfyHs}T5hy6u9>E%NdIOclH83z*vuC%bwdzxxq>G4NqiZ@8&+)RXM6ukR}XJ+zk(pcOg6d!DoGr1_mp z4Ro?7Z%ZViee>L$NA2HBvi)m7MNb2l@uu1|A;jE8W)QL771F66C1WBF<5i|WcTj3x zG+XzWTN5rCY89df!TF>-MwZ85Vb_3$LtcU`gpCINNqeE41)q)Hi{!hNpy!ajqSb99 z&S-#6QDvnxXvo^y6@|-NR1Z_R^1Wjx5f0y!mL6chUXHSlTCu<(00@&@dYam-j_650 zqR9`kk2B&m(22%&xW3s_N>A#7Pj?BOXOwL;6*{zP0M({Vt@Q zUpfC?^_#@jr|-?RhE|jg2nx!Py}89^PHqu*fcI?M-budjX&;b=68gm&+B4`|9OY84 z!CR|_>aY8_im%Fh<$YT2-Qk};B z;ib-hpX_@?8}7pQ^5uQ3b5Vm5lp;%3(=f>QMIRrvg7q6VxB*R?*KdBSfh3$G=IqgO zh&gV_zIA^e$NsFCRfeXFfS4082x_i((iUyzo(V;pulFdyW(seaQq9nlz=i;u*VdNfb zWp&d0`K37suLCK5&LgFJz@gC;)tKzrO4zf2C+us(+SlmRS?%d_f$2MjD}@69T~2xX zD;CIw0*hDE4v?OkdtlmtDHOK9(1|!Y=^M!ck@@kH7Q;u5)ZsAj4GT-_^fv261m&?- zDLZnv??*46kdg5h5xHn$C-7T87oi%t`?I?J#mPI`aWyhi1s+#6xqk8KFTGK*waoTYVx z>a*{)Yn^=c+c-Nn84dCQ>QG}zpp-6a+Sg3~z#{D`f}7B?;DpO5%ein*v_TCsTJz}W zZmoX1C%-2G73SHrOdaoKpf)QZ;F1&kpeFP{Ddm#ll)+0m!{uJE-oM;^{e;o{m* z-x8%mrQrU92e+oO{-vraaM5JZNs6d-#j5&| zk22D;9;Q{G6E1XwacocV4mgw*36NM@l$4hGfjp2N2zsTZ8UCCZkm6)G5pzO0SwZt8 z_y_9dblg4FSBqj7XVATiW}LTV#RC5dN}LGa9ND&M>V$U_ZUZ?G`b?vkfgAcUM2`KH zl)`eB%l7KkmVur*?;|6};wOtjR35$A41NsN;XZ<@>AH2r&|t#ojUC(K?~hFUz#30Svx^&^RKVxgk2}|XTXE*}>D3?`nM2d+X@eqT za>1osLyxFlt}f;A5_Uby9dEmlHYa1Pjsc_AbU8Flh(Da>aX8ImLU51kK2Ey4 zpYBVOQ&M&V`T+2n7C(s3jK?en>`@(aSvq2WXsC7Q`cDnvAQSZd+ACJbqg zOfE{hpUmjTQiowXDQmczNnyFd0$SXv{_-~|0?}T8&v0E$LTy%7Ryrqvu$sWZEP>eE z-yvqR=oy!8J_A_C zXJrfDgVWWR0;nnXV)N$bq96)*tl3QH_?Q-QiZxFy>lu&ZoM-tA4A{PNU=d>e$4MN(K>5S;KZ;6 zRXJL$0FZj#r>K+yRH(JCKYgkZpn}KDkUp;JZv?GnOi{sR*#Xf=B--B5|9<}I-cteL zRu7ya?%lKM*s-HM3FJ=vWe#Z2=x+R=_{fNM1z77Y^m=&c@jrK@idy|{MvT&dFJC+` z(NN==Hf`SA%+Aj4jP9sQbILTUocI>Z_--X*+tZ__bUsY+{psu1O&B6ln+J+jEhY)v zW-zw}FE=9mB@oTG$r%$G5uqd<()-5|h8y1`OOuTWOLgI8Joebnos<-Sgu{`fJ4jD2 zfN#ArHe&DISnfC1*Il{M$@2Hq?<2jN&KOXB#;*CyuDw5&A(<>08Ga#;JmlW)0XdV#k(>6HZpItb?rvt!~ee)0aIiGuY=RdoQ+yN+}G}!#JVChojcpG+oHx&~YKn)QT z>gnl8F;@12O37b}5?9HGHA$A?6Z=F5eGZbMbK^=< zQd_qD`X4%^b!5zmW!o8eYy)wyKkg+Evtwzw6Qg-tjiRFimAKwBha+oCBe6u1)8?B>L1GCZ(Bsjq# zXt!hrxn}aJKi}RJw+4(85E-S~oyvz{{bpW&^eED>6{(>G8&F`ki+*n3%YK-%b1ng5 zzFxna$%vrL7qjf%uWqbOwfPK+qVo8!&I5$EY;X^3*<}9wgVTGiUurRS$U4A#DYHfn z?APyxZ-a)hadC|mQtwoN#m~r}qNUOl*^ckP(uVik7!gzi7V45#1cR&=2mk=5&6pjZZo#RT+D8=)TdJS#fv9^ntN|Gu+f;z(^s)N z)Ak5X_JB)fIOWP(ghwgz8}LpEO|(IeIQ2_&rjiGO<_ze?Rqu|mK%WMt6W(k#n`Zvk z;^&YGH!{)~jztiGEDG|#I_R)|h3kn5lqjK;t)Z+KIQE1=_t9+Tx=lq>vRXH4J8*s* zvV+x(8Ml5VnrLc58I0~5wwoIhN<4OOb{@<4p^P@)Mu|HfYH0%WqgP+c)g!c1Lg{6^ z!C^xu#vSDk96fO&2*;5?klt``*fzki*H?5_LtAOB`NANC^R$Q7clSZO0aLw9$vN^u zDd1C7KhkwXzOb3=sdaSL^c=(nc+R3OD9-*ne01^M zyLIzNd>X?wV<~RO18bjBWKBS+T$1Rhq(+i@0}sd`Q2Qu2FF2qU)(%644eQl8Yj92K zREP|7`d~^_0O1hmRj0r?3l1@mQoyJ2nEo0zU;_-UL+~ zPTFcq54D@o_tHOoW^+m%TwN#11VmZdMhohOl5((rRx0-7?f!rV(`c)rVnU*NRJ&@$ z3N3<*Hix`g?d^49xT#E0?ah)?#Z#kD?B1{6w)pKS?j^hD;A{fVv}q25GREt^Z{Myy zbSvX!2jw;Lctfe@RQTmDK75!8u{@d{VS=XEZy^ zZlAwjMKP)EkQk|AHDZfLz11%kWpwWr8YK53yTZd^$&x9Abp&V$KQtaT{xy|=dRtB& zI7lCFPXcUCZ5+yxqxl#z z{oZBwSzSA8XiNb8k4|eE|KT@*?CAOPdtX&nwmoDy9>dW|Uq(DH6s=;YJ}eUC0miF?2yyQ8BgL7(L%pW!61YPKgzgqyfG zMef_To9ylJz1ohMhgYCTzjmfjFL%mDk3E65b1_C`efsw8#yOW?E$5gMcsMR@40yB! zvM3qx4UUiRGXaYNPp|LQYQ)jjq`}s0ns1h8D9s^ET&O%ph&ih{b0&8gxqf_VYHBt* z#$XhZiOI>@Nckoovg8(_6SlInOuw}>Z}8OLmAsb;c;I9c6&{tMR+ysNyfFic+RZon z6Tr^>JqmZ^8XTaai`|r!t?hU|&jeK1Z-8?s88n$cc}0&kdO$?G&1R+$Et9x3q4r0x79j&d|Ar&f8JPZSm9C`UqL^(U#AqfXBZN0W0 zVm1Tgs+k{lg@*b8Fp7Y7(fwns@R*v_?`^^pAJ;A1)IY_K{EFUK?9+?S@QkhRACar} zaVADzxCR9hza3c!1P&uVw(T`0N*ajXBL^)|^c|J^mRM!`;GqApJ0qREx!x!)%G7E9jVK55GyRfT5cH>?|zp?$xsC*GX*-Bqw-h$K!V?V;?1t z^#0PwDqfWm+Id4j-Hxs8ELUGVSc!s?h zsFB?2w%6g7=mbTp-q zh?c!o(d%l7+8h|IM5aac1!I>gw(A zR^dw&ZCuFG=ib|8xc6E)tm6VS*fPe&Q*e`JNI1^w zQ*(yf0@P6&EupLGwtPCd5&%^LJ{Uf$lOaI3{!#orp-;5$HGCKMQU)+7_HE0J;#TMqvWQMZ$fB|EX z1jD4;>U)xe;nL)(@erRQN@AqWVBkvC6J4$hy|n+WKavH8mAbhtNm~CB@WIy59L8!KbVQ6}_=PQ7BOlz!znzyS>@yE8>)O{}HEzTx-5OAU*{5e;RK~??H2GlJ zfrNycMlk1uH}_E!ygRtKadY7E^*9hrWj$PXMMu}PgdeVJb#Qf@a z?ZwCIGnI;FJ}@)SwHYZ$BWQ&tv^!DIfN6W)WfK(JFt$k1WI9c0&by% z1sb71KQm_S)FsKlLmZ^!P3gz=Wm(z343df~Hp4G3fTiJK9CknWc7=tI=a|BMm8{Tl zMc+)Ox$RwCl)%?d*o-1CZx#^~|s41-eEFfjwM*%7_k&h1g(FCt4rFtIuA zOsC@!odxSPOs;H15L(pWWPDYmxu@P8{rsAc?C2j|gA*y+0 zgvVgYG#{(VIRhewEZx5EMT=HrKy4CkE(eGb!8Jj;@a$Zpe;I&bD1oR2&3os0bWBX% z{&RaLwK_44;Q$?g!CrvO`3$WJ*~<$EYpvG1U&Z3yOzP`IX49D3ICwRhiqCB3 z%!p=DmOdwVL5CP-sW&jP{2(Jg{wiN47y$<~!MrmQ2>LU$sicC5b0OlSI3{n^m>A*}sf2J{~CK2SFCGQ{lshn~{kSRt1*6@Sz7&Na^Vc1oyfZn&X*S z{Z>@RP6qJ@!?7!%Uky8Bd?a%srJF-cPkTQr1o^Pv%|JaaIy&3? zthis7!ae{X6d>@=|609kxS;@6Jb+!cJI8&a+fd9}k)rw#azjLU)-^EwN$zxLl|fwM39~BT_V4}9JuP)D6r=`4SK&4$w|BA1>g&|qgM;Te8KteQ z5!-cP-z-w9kx*Bsk9$0VZbooza-qA638}HBIWdfE_!goS8C-0ORxL^SJGu z4cp3;J-{;j;?}Lr2}uHammM3Uh6ql^_;~*!t5Ov` zn5d{`G>>JK+e*Qm)DWOCG%1D49&@FWxBnQ1yma!gtkI#N>=N}J=uJ2*!ZaLWOH5iq z%bIUC3pZWKtkc+3AMAI(ccB%bfSPuEPfF#V(Z6wg)?#I2;iZ)>2dr1f1I_BRp@?b; zI4a3!cUV|skiee$pL#6((yHci&=|TZ zBzl{{WN(0Je7*u^(E;^)0H-h4a@UdYQ`lzP?sntD=*1QjZ<$Nn#3wc+S8*W``eu z)t!AqTcC^$!epLgW~aXh53%2WdFfD2W6xQbPAGcwr`E9W`{UA50fUUUIFnuI$MCMY z{$aM2l_C~n)G0|fmQ0)0hSKi&$B*+TrEaR*xY^7P&qdRjGykDsqkdcPDo2&&hoC^% zzx83@We15&{JptsI`*b9ntP2Shc|xZVMq?3wz;cWV^z9FN^S_o17E)o|Ik_lKs!@- z??lqeN}R@&T|&67Xm8bP{M?KNZ?mmO9xbYl=JogP+xI#e1i{9`S06uhY8!%&bMHp3 zul2>3OyszbV>cMD|5W?gkzvW=cb2{T^g+eYS`rq9Hs6<$bRzpk0NBwwqv>I+^hRxe zA-f$NUp6snet>hbfVajXarh!N2{fc%RejtKTN6Z z-gVl+ph=Jp4BO->4z;m+fN}tmYaGKPfi2Y(DK99obf@-wW|5T*o$r+&%-1xVJ2%Fu zhjp8t!J`%ZOvDYlQKLrojN!>T1o2ks{!NiDw2Ulpk!#K{aEnIEM9iEC1L(DW&MJ5QSUN%0 z>FBTkZCBV6Sd~|XrxqEpf_*s*pD5EvVLFfJm)y4K*YZSdVb!f^bAO*4`1HtnILhPC zPBna2uduh`K_}h2F3!#}a*SYVGpH?KQtrLfPHTM+y~)s9H`ZGwX#4TGqHm%NY8vwL zQ8&a_oleBZAEJqo__lLU)Jua4Z;rQH21T}Y>();%GFu>dIdJ@fRk7B;&UO)B8l7GL zcT}D-)d6S7L0>b#9xQWmP24s8;`5u5hIjf~%~7O0WGKso_8i^nCWsdF2p!eb9@>4d z>B?npObyCN?SZFTO4A=b>WKT_g3v_9TCr2`)5wn3-Zr38Z&ND;uoZdGj|+WjKQ$0I z0f(2A&!k_(hgqmC9xVf2>d5s$osikG6~Z(LpOHL*1fcdtVL&EYBzoT4xB>i zpcx%%hj@@;R}np#*uV~6^I?v_wsCfA&LYlagp8^5A|C4*nBc`a z9ldBW^zJEIn0`Hs8FeNnNuTI60oS`M`ZG$1i)%mLEljdlo1WnPl!Ge`F7|PW1;AM9 zs&hB~_@F^yfJ*vC*+(qW`02t#$8lvTX_%f9UP?BwT6r)l_N1);Y*zlB5rWub$8PP{ z<&(gEwb>Sdb@8O7yp5%MxJIq*WLbML=|hgNSBR(-%JEulw`1G{%C z0-I12W8&0Q76Bj?&^knBQ9Xi~a*yhc;ldW?+9~KtcS4?;i z!vEVJ4wDjJ}N;3fR zZs0b*kw5riiL2?A#TTKPg9_sgGe$9Ypa>0B|p% z2O@FxfY&MMc=k=u?%ayr^s3Mg9UIf{XF-Tk^N6^IMCic%H{LQVW|HJ>h*r{;!U<1B zEXfdRNF59Qz&By-q|5`Z7U=Gmc-0D;b`+$tVXR zlAEY#6G5*kw=?yv#(i~bcG@y$69n5c@M`82>=iY0?DmTul7c+9Z{27 zCj-of1WDG~b{?BuWhfNmW-hVAbIlCRd+}tLdluxCJp$5TQs2gM_EPtK`DHn8UI-Qi z&Pq;?|F)|h#Ph&*ATYRa=b1{?uF>|Q{CTnBE@z{tlf66oT&mC*v4nM^7N4coO~BW31gAhr+@!5`EDmx zt)J`Yfq5pl!WNXIfJ4tQ)**!+LN0~{Yz8OUJEm!5p^hTp4g9=pn=btSo4>VCl1gMY@Uhv|%Rg-To zCLfCCh*3Ims}f03-!NV8Dnx>`@Te%Zx@?1Km+>fWwpV@K2xuvG^#o9W+B0%fTN%9! zC#O8+wyVrpXVC5Sn>T}}>urT-6TvAR3h7{wuI_c*IO@~%UAfc$B7c=VOmyF|=g)sj z4tYlZaXmY`DO}m)xD#B~RNa(cqNGDCBRr*sy*R6o$mBz$AJl!pT_>x!>@E)r3tN41 zWrK~*MH&Xn6--tKM~(09P#%}`%;JD?2J@uAzj^z!!RAh8{_~^HgD1wt5kqTc%CF{% z3p|06h{sBQ?Gmz|C?vvKkY_YSLuH`lRz6VxAD~R1Q-~apuw;@3Y~u$hh?NVc^YqcN zhT0cVPXK<~Z+U7_(|_%Fn$RxDhjK%X9%M123Pu$Ii$fpo-@jiJ-v?Ii5GezZTIMD2 zn&1YvKELR$B9+@1Dvn&QX)|YLF|8~MUN1~tT6(@2#kT?U4ag#b&?a(?5c4>!v?cbh zTx*>lc_UQ#1{vhSp`Nmf!7pE38@UR@}tEHN5 zBZOHZrNd<4`I|S*m=-`rE_Vh?ItApBFsuBv&r}MuT)S78-u*lju`;~qjFYxQo|)IL z0n_27nxVF1RYoxSM)1dw2-9gZ^(i#FequOKoG_}BG1&*v8$E8EkQ37PE%T{uYb4kT zq@%0_0w&AZb4BUXvWqv!(yTYJoHRXQq!DsfCJw|r28iq6{$7jEO;Ce}31GU7?0grc zK5|YIO%)mPGR_*$8)n&5zIFAHiia=^?p?<|{OlUC(Mi4%0vW*&Xzp|GO+`R=p~=ar zQ*{66?X*XY>MF80k_O2=5GeHfIzlzI6>|bkj=Epxr-r8=bgTl~(7A6*m(RbK5fp3d z8*pfkYLE_oFGY-S-1`HDyKzg5tUw zdnsV_f{sB%M37~-s9>K}SGVM8b(r24q6D2v8`uvTMj5~n*VmK=hojG-BB`HQatQ4b z-E>32cYuG6&^yY|4n!VvAg%euMIj9Ky!by|=ZZ6R9t?T$h#*lKlIhL(+{`?1;q0RQ z-rk!W^3t{cVL^o<4OXh_-&~-guHKwKd||>7eKqJPAgaiAZ|V0iU<;(jqeu*tb`+kT zmd+p1S--yxPUiM!AXz5P3(5|fdGE2YvlHzY>~qa8MV1t|x}@TWtU1wA*Vm7m-D zN81r6?yaLz(O^nT!Ufaj0F#`re!XU0@$B#W)~XXVkb7CGn!=+D9l{2=b5YUh5|`Z3 zi@c-F4%IG<8VBHnn(s4iEH^N9p*(=E6(aPbf)QY+Xl+@?NHv&UP>@AQI~bsXdFC7V z&XBbNR5%~-A5D2(V-_#&g9%8kS3YeNWF7#^PJX}65aL7y=ky4k?j)ykb6bAX|Pk2kV>Zy9Sm z5;k6#6-Lf>5!GN55mJdeCPl(_WAzit?)W)kJJ_5-2LkEYm4A=^4&Ud=DCAAV+|Ni= zbVP)PJ%-(J3-B)4UBA=_HB(Di2Aoz8rkGQ0$_y1JpP|Z!%|{|s5l70?H_rnj{fjTh zz?Wya!LPB~kZu6so{SYzm-zy}?y?V^>xU~Pw3UEhpFeH-M-a0{JK+DB3VB|@`#-(8jdQXWl^m#&TGly%=5oZX% zc=kW4s)NoBcDmB9Ab}J_(%o)&8n-bB z1E)^<(CIpiGhw@<#?6y4{~<%fz)YBO*$h*J z0u-YK<>-vd_biRvA75w%Ugc;vp1EH~&)AR-Yo96j^7Vj}Of^-~(S48}ZeV4==B5$y zumAtN3Nsib{!=x)7-w+U@)Z@Iz{8t#Qu2`g(gJ)M(BIs3!7&xQvYl{y106X`ZwnA4YOkg2^Y=|AoQKY+iA zJ(b|{1|edp`N(e-WC-3;Aa4`A6a+ev z_2R%s4qV#pYu@q+b=(S&;1ZIE>mA`Cfr9AA^2;))@@&%->+aM>apOS|I*!X{YAY61 zbGNir+P^^E5FRq}yKlor9R4}w82~;F{unN$f>ic1@s$t;?aRu)0YE=*^X4!HVny4M zFy!kF|NNm?Z}{8vJ+u1Xvr+9w|2%?xM07CJa1x+k-^IDB?AnIh>OG)fVE6JqkP1*z zNfD9z3R{vM5Ex2RrsS>l&L6oMXYjc2;WH^EDM{{>njDnGDSdLt0Wh3dZ|8iQMFzT=WO@t)vI&Y*0SrFP;ZJ;2alO)6@huR)s%dhUDISRlm~mA zh=XHA5HJc37h!!aUG@39uV&5K^dl=@gN6`ia}~#-a|)n~Q~pe$TjVp`qDPM&8LU%q zsOm=pkyN10nCF&YbwB<^S)PD3qLOD|h>paUW>s_y;>C%VCPftlt0;D#iAXPu<-kf6#OneO*F#<3I02?^QiN!Z;?k4{f0$S7dx_jf>0?Y z3@uv{np?H-iaUCAP$#l>a{jYh$Nk??tE@gdIOpp*-2=wn{-}Pao3((9arE6ZzPlNs zlH8jlh7lB@Zqs#oKYm5i3fJ%W*EeJ{z>9odI0gVihui8@Fid z+w#G|y;YlcHdyW(rhs&t(SRJf7R+Aa+8S3XouQXZa!Q}4 z`!xhs-)Wq* zP;0;09fJe`GV}CGtk%pmJ8T0K^dr`)m@$lz+2Y=cg(2-7c*2 z#uuS%>7c7wlmS5TN_bJ+xgfK@mc943yLgp}hJo+ve)ziUvz{bZW@bk_N2_=GX0#4M z2mzM(5#vXog#lONf4-&Ck|iH&4*4-c?B5~zG63TcR4yn+n9<$B;`Q85RQ2W)CWyzb z^Tsuj-inJ|%15Qt5V*bjSI~y=kEvyjLtOb!uDnSnmw`SS^E8ls0JjwOp?7 z@f^tquQ82svx7kZyNDH9%pCwv>1~x$BN@bncWFfMZ#Jylg#d zh%!2Z^h_vOXtz;7Ck#%RjoA+BDk74`|2*g^YwZ~yvTf47mDQqWrnB>h9e0G_lVNW9 z{>l3d+DKaC#}Y%*WXhM3EfR}v zQY{!7q6??XdII18C5n4BthxiiMQmz;WJ^|7RaS}-DB~@uRk;NPGA)M_=-pR;i;9br z-LD`5=3tn>AB+7qISM&PqO47DE_t*R6Muj390y0o=qJ5*X$(WBASO7RylYspQND_c zKBL#S08wm@O+o94!@bP?LapFjkzlv3VJoK#fRCqJev^KmMPqS>=?PySQ{~6T#-`sg zWtB^GTX>^4uuDhtCu3;>(ePPS%)H_zZJc4mur8gG0;-i8^g59mI1W@?UV1OE8B}*i zefN${lsgBZ-ePDyGR)3u9juR-j4&#Rustu&YO#640B|_5d8II5D^(Z9tsJj$Y={K@ z-Uf*Drb5dZUA#4$#LZKo=5Ep{hAk$*h-vE*2nwt9Mt@$39)Vq zyr;D7G#r~iL+q!$kd#uq4G+oivG(V%)`T zUXFAFZNTPX^Qk}75tN+nqkQ!m#Sc7tRKY#f*H7lmoT&sBB=jy-G8TkNj1%mjMo004 zzsKyQJC-PaoU~=4{{0k<_qA6J$E2^dh|Opi6DxY&`^yfOH19vf9-k`WS~?ccyg@&N z14*|d4^&bAaZSWnh(st14_B`cf6fC<2@pXbyQ)}sJ_4UnU!_oi~ZTjif7 zB0L1CPkm-v`EcrUtbSwCNL|tl-5-c)moEAL>2{V~``Lt@9b=-aF=KjiQUfzWoK#x< z|18Z1xdpQebkdSrKIh-%eitYGz4qQ@jWhnFZTMv%lGMr~b9L_wsIdS5C9kxB*u(&l z<*eGgsM%z+yP#HfS;yH#-j)X|$P8#Sg;FEx4fK8Fn+3$Ke;L!Ey;P#U7@IvUNl^hs zV?zc9ioO`b=b$myZL3}@OZ2c0a+tfW)J${Qlmi>HJlyDEB{iHLQovygS%5Es+ZS`puh-=r9`;KFdaNEwY(mJ85Lih*q@R4vr*# z#M{qhr_YF7W;~<<4}bWuV_w*ap<((1*R@P3L6+A7T}RHv*B^-pwV3qVg-?ZhV**eN z;83uO(3$^0?YBMs%&Aj1Xu(lb^e3+qSGEl*Zi<`vNg-(l3~{ zW5~qXd*z&%=IDK9c+QzMt2x8iMAYoC?!1~5uYpM=*S_r!AKsVpuPvifdHQ`~pN?fc zpf9Oapje?w{rnmbC8CPD7VZjVmr9SBy0TDPMt=2w(6R+mSW3uQMtdcjK{~lnF#q>n zuf3iHLNS8=Uwq7}f1%sw3F@?V4YDYMtX^@^e6Z}w}I z53u{LL!N!u#5i1b8_T8SC5ZN#evUDawm+#HYe_Gd+~g%GFDzb;IHi`_&GBh(Hhg|U zZ&{>i58Jri_$vEgzSfp$0BC5r1!Z z*XCe&v~TB5FXQ`T3~_^2hjVQl?9ZT=q(F+{NWH~Yr@pkH{ePL4Fy;2ZZ0AbAf~20U z7cXAyg=@peKcCF;;u$=@4&;g^@Ya81`rAF%kh;MvrB-&e`M9&~^i>-2(ufFNbNy#; za<}uczBV0)2blwK8H>o517;5nDBgo2u4o%P2vgNnm=FX92MZ}mSpi$$altCm5(LQS z;Wg8KGwUjuj_A(elb=MJB>EUy@Q&*0*B?KQKJGnc$ed2)Lu!^`V(mv8i`wBCMS+;l z@isoo4oWXA25C4Wo8f#pk_i4o4<6jfA$-Biu7^j1{$ZtQ1KXaG>~bU~{Z|Yv#tOJQ zjIBk&t>e{1LELio8%+DK|CnMTWV5h+!4JU7CGH41=wx7G{&bDwg^hrpzxnNy1(4Vg&Xqf=WtF$&D?Z)GabnNE^Ntut-b`Mf}LmRF|iv-OlXCAOa1l)8ex8 zzb6vGkckE(VHGe{{Axu8yy|tKpW)_jBLS#dA-XKm`bgi{d*Hw<4xscXjSdab)s>?B z-T|ix(@#D%t63!t5Dr>6K$In?d4FxfCrM56FA~TQ)2Q)NgRaD7{-H3i#LW?Wtj;Z? z@WSv`DJdzFYwr`pfwNA3b3(yTh}K1;TtE(k-oGAfxR4>B(VS!q9 z-SDjqVZ*y%O!BvV_oAjT_s6RSncqrre(p;nDr@?-opJS9nVEz0c2caqV3DWHgy2S% z=jrVixJ-=pCf`35_v7A^EAb~!zG&0={OI`4pOcEkON5%VU2??4xD#j3vWcJ(!WFe( z56m^d9%R!HxU@(zsQp_qp@ePE=Dc>y3rS@;@7nrcdXNQhE8IJ|E=XI@&05Z$y$$*j zf=?DKY_E2G7YR6FjtJg%+=N)Iep9h%Xy$IM^po!{;Q+=ja>}CO6KfjuDC|`3I7y@Z zJ9M2$q;x{PkfDkZ1@Hx_G^ieXjhmIzrPnr=FN&=gi~*2ps?|&69P@fUWu^=X*dR!5IgH11ACjY4@0oD> z&P9kJM2#8DD1r958_UKYByVRnGj!bMJ{QdoDhV86 zfXK(khgI&a_(1RiTy@5Z@93NO2I@4s9DJVW`F$M`muUX{(79|iqkV05?09dItBdz#B3DYVH4t`*v+Ke~ zl`03Qh`B6>CGEB{Kn=$0jYrl#Ye<==J#u6h43*WSVo!mZN6a-t_0PihmYXEmR-(fAXc6GjnlD z5K(Y$(J@az@htr11cNU7STL%-<`2R9m^0d*>jbd{mFH6=3(Yhnl2ndT) zZ1oaFDBt!ar>MFV!Uwj>UHcOy*t35Fl^;>v8>dNV<4qgSzl5$*`eis#*@Z;uM&d{` z4E6kd?4?;z6|U93XxDi+2$#2+Zfe5VXDg}`_pd=^$9bA_^C<&*Tmk&G)9lsa^2+-* z8{qV)<9K6s&CZl8pcUIV$w-8_Ro2o(0YbyH=rohGB@u$Y>BuP2YNs{+R9O0Njz1a@x7dElv zM--#HCm{m$ZrAY(h@jbi<7dMsb=OHC%Bfx)`{S1Ze=yxi!v z|LIrWACX6k1$IJE(uOqETJGWDn)GekhbOt=VG6DM{ApEagYWo&RVZ;Lyc*0!92TvU zc({>9j|Gmu3W{Sp*TxhHAynM!Hr|Ea4aciC6+Q zh^m#*Euo*7gQT1`5*HPUE?H_CHs$`M3E@vd$9I>pE|~ZoRI`xxT|@w>)d&rrfRPrD zr(QU}H+(1yq8lGv|D~CTm5ArYUY`^oT^Fq$sWHU4B?1TAK3}mn$eWnO&D~Dfkenhu zuq^Y)k{xQ`Kmu0PVp1y1)_rJ?c6zyoS2SUuqyZi6CjJ3NPBCHs-aV!S#wM~Tekon( zbv+*TUQ7sFKVuOc|Oez#5%k zoz;KbIZWDM{8-A}m4=^Xk*6&G`!44Ge)Nml39NPydoEf-g|xF(Ts%bPj%q(P`-I!IWj{qUeMHUdU#I0!NTMfpmq;f2X$9bgmo6;Ig9!pP?H+XDsVfEC?@ z0FI*KQRy1~FtE5iT)pw(HybGH^R*bB|EYmkytX*4t})lM?6>!?Z++0K4yF_z`!=P~ zx+uC_Z>1~8no;qg4oLGr+_?7ySJ4LiImSc ztuID`U|5So-H)p;&{IAXeFYu8G$f#adD-dAJ$5$q2pBOF9T2SxLo^Q$C-gBIb#Glf z*gdtjh-k6IXeVk>T43%H|BE?d)X~XCrFTQtj5G49=_1u3&x_hcQTQwB0ong3{2m5{ zBGI7v9^~`Ki*^S>M4Z5j=RF3vdw~|6Q`hkgowMVPkuK&kKxFX=m`f(+u9mMw* z1VkqNnFW=Fjr@<8P{RM+A1wRh7+~@0R*2VV0Jvd-;|s2Ux1H6h&pLhjJb(Dh`uJgt zAcf@4S61kmK5@bb*9fpMX^8x%J32ZFGp-xbb{>G=7>>ThQQPmcmh^Avw*G()TAV@b zODgIa|R(8SEE95;J8+##c%>py4yV>}K|mzK1XV(*WL z6@kz-tm!`z=_K z6RM~_u?kb3D3vR4g#cIH-=|KPAdQ*KB!|3=O-N`BZ{A@qBlY5FCywm7-RwX=38}WX z+x%T8Mw{TV-hP(Wi}LRtwL30dKw+V%sK$2}NS){YS(<)MyTO_dopV!D(VB?yDEFQ( z2EC`n3^+5D6>I>C7=S>2Gy}&zbw6D|J(7~tnv(>jx1*z$`a{Yq+FMhmeS0lJM!Fn8 zZUNhHz>Lz7=qy?zZOs_A zTZ+qyBM>Ekrl`RbT9sTzX||bpTi^LvP(=M@>4B1xQdv39OFAufE!8a4xqNHxdGc7r zsw%*C1xP3`a6}pcQ81BugJD?l`|5CIg1*a^@SE{(u3oxw?>yBiWrdl4I zwDU@cHw}bmK6lQS%y^9@N#gv0GT6RR?R%`Yo zO_l67j#Fsa88b8P+IrEW{nmKt(_=|n22SrBL513l;0E@%plyp)XODl8WhnOhtoQ-& zUNNV%)xU#&%lk`H`-VA_9v>*I; z=J8l47rt86eZug=_>^*b#L0lU5&E13&d#@zvJumtgTNuSoy*VKt8--0yE!HIRxps{ z;1k9Is6BDt-w&Vueo@vk39m*X)CHD=#O5zR(DV4QmP;XeL{pDM4nbg}3bnvTy| z*irg8Wn6@$W{`E0ToFVw-Dr8>Y#5_bxpIrtBGC2P9ySRl`t*-yLX7#s#Pp!DVxkfa z_{uUF_=TpDjETCxmdWZiK>Y3lACFv%@SX!Ud0V%z{*5O|CI0Po8>6&%$LQb7D5V(O z#Y#c;QOd|kOpFGn9#LSy z?(pyZb%%R65on!CyHWw)xuD8>6mM6fbNDIU=|hvZi9|PW%G?VrHG%2JwZxN+@jG7& zo9yAEp;e?0m(?ru#K+EzEw2EURYXGb@1;u%fN*6ivJCq^C@yy7>!nUMU&|z}vS2Y| zJL+$_u(#u|=}Dd_EX0VFX;u?>MG@gr?`UxxV3jCJCO=vWU5-Te7C5V@q`OfqBl?q> z&#)_k7m$B(E*57?^e+Sd6<{37u3?DVYmddSS%jIycXSltPG)EDwPxPWIB~XJ_Pigm zcWR3_)iia!(~I*T{nxxd@u)-L%5s-+V|c_Aw#4;IRrz=BFpF$oUcIJ#14F_=sNRRF z`I6eCB1RuBo+rWy@=C-MSjJJ;tchrmbf4*xhco9thbWg_#00=5$b=YH65NO(*zKbe z&YT&;A_S@{#N)ED6Jm}vI4^j8#%-;?|6Ek*@N$5KEG`i?^0eKJcMCzv7ckz%ke}Q- zvZiR4c}3c1-@SV`ZN`j1qzMkRxH{*+`E^0A3K_Mh6B9fWmH5J^25$_&mCV=+ziesP z-+c9mMzYI*04}4|;QN#i1rw{Hqq6{ZB8${g8s_Ei*`TB_h=@vtO8hN=7{&^7I{ku{ z#z9-xs4#6xP20teJE^)!g0h$0VBL2e8PJs{-`3=0WthcdB6|I$N)%Pwj()e73V)1^F+@Fb#Q!k@?nXcs&@W2?$>x8+32u2z{jZh9m< zyIJ2yb+faZp@os`{N{~TMe*OL}TV~zO zb->9cl<%q^drT2}BK5hr(TK_d~n2f;ERs+Y_U1;9FYwTSA-VBJefWVk>-(q%I z3knlgSFxa#NmaDnqO1o99Bk#lAAz$E%WW#nDJVEMq)BW>d|b@;*NLmd(tb2AswC0m zhM703#V`c<(&1=PXT!^br0#6itXaL65qkD>U;a@)zmwIXxX0_6D2NR0VyC^kb_r~? z|1}_>IlQpb=m~MHo)$ra4q{v1*wnk5cMo6t!1TzrAHu&MJ$kd>A!ade#F}mb0&dCx zH20*Zb4hqrTyeyRv$Uj80vwJklR64Sl8OC$c0^++Fbls!DI z!xo4$6cG%dg2Uwb^w{N7?NwDxX3y?KdA1}uq=-2l83hEP8Qd+n)BsIA3COFqe&|AE zkp+scxaj{~UfIecWQ2jipf+FSej(%obX0;*NW>Oq&egRk4=;S>E{cwW>8^_5_ofwA zjYRrSOJwirx|NuwyJi0OWyq8pq9)h5kNBsx$&HHb4pm(l%mrwsDA(T zsAz8S@4>Po0DN#5&+s|{X|{)*Io+~~?=O^E!piRL*T>D8rhsNeKvc>|c%QJawuL|H z-#+XoTn#A*Dq=J|0UC*A<6>Tb1~AiL#w-1d9!sPq5HB}K?Lr*Qs~k<$9vwj~EExR# zjL`+K{&7{fY7K*Ss$s%J9#JjiuAD1UUi~nR?-eNki|GXU^;(2MhIqNL0+8 zNkX4N{H0_OS0s84`TCr!q`a-nL}Z}eSZRXB2UBQeSo6#^<~&-a!3Q$#{xXBUju zLeJaxi32j61m19ys(mmMgyAXS`}UO{b7`!;YOYvb@SiRmxK}k-jN^~?M^48znApiL zFm^tW9QxVRlT5HYNYi(5cS%+oi8J9}PY8g5dbT>6{?FuBFH ztriCjR``duV}c7F!a1)ABjTaq;ep`ThDLhhrdk@Mw)Sv9@#j%d2TIQSa9_C)xPZDW zon-7K3vp^+AK6KTL6iL%7yiMw8_nuAsp20I#3SarU}(TSEc^4w)<@KKEKjTmtNAWTSS%Pw8=7>6Mdb6 zuuZ^&W>WBQ9d_;Ad-He9hx7L|X8l@6wC9h$8h_;0g{3=o;b^W-Msb)G??(PgN&&JvudxrPmcts1%tR-B|avtCT;; zGWmo=K4_QS_b0h3Q!L8B3Yx+z`WxnV(s!4hB;mm`?ymTg(GbZwL;wU5&-_Z%`wMB4 zCRn_Dd7|kXGOt$}dFShS#->k32JQiRUfK3P08vPiW5@KP?H)ZaTyph?bO*l7XNgGv zbf+T>J!7+fXXPv4H7qQGc-zV834IuG+0O25od>Adu&It0~HHaR}bO>50`(aMa)Z zJZ+Bt*jV#+I{E!m(=oArs^7nSL6FyO7ncSljw~aW2|4UWG2*l?##iAz#^>&2rKwD8QAcG^P!Pbv*5!xa`p;Yoq-qE9 z$!6=mSNmZ%NJ+?RO8C>cc6!&IumDs!OqSf>vx@MgSFhvx?L2F0YQ&6-tZ930(vlxg z&XQ}}bdYJX@!falHa$am30R|jub7S56k9TTMJQZg=k%?VCyaP)U9#fuBu|jCAM@`i z6K?q8W(*dK9sA14$;S>(xE&1EWlzCmKsKYKEAMM400YZ(YOn4QM;ws|yJ@GGGebo@ z#0p1Cp_NYrA;9@gWX6GmKK(?M$Fr0zk;C7xsMnDgv?P4~i8E*ZKE6E=uHm!p4Rx2G zd#iUezt=FGWWeA!?j*kC%ohL=sqY9c7HQky7V3(ruEZd5ke=Sc(d{=JtN&9q3cR8+ zw1`6&K);BhBbEU=T65|$Jefbl=$9^B@*o6$C1IPV;=2(G;BZ;)6!+u)Z6IMeppEPPU7QsYgDhLn(5s8VBB7E^6{CjvA$-maenx=lj zy{`Y(HaUmmG^4j3u%6O*;(y1D$4ibMM{>TRQJ1E%(DZ)&;?g0X-hDX8(h-K`uV)7g zyjH77t1C`g7?^BhV&Kw)dWOOW_tIvRoHjq5`lREuq2i05HhdQ+fC=GMr`C>H(ky)8 z$Aevd;|(}ZEz9_o2y2QgC-ZD+p0h%L^?EnW7% zps17WKLpz7Rg;~T{5iY$Ekueh&mYuOroO3^UvN#N0&dssc=1}KFrb|!XFp#tSW@3= z+C!T?{*Wf;-ic=_xCw{)7Vx!zu!uEa1oynZ+0b6`>fY+5lVd5a+S6wWtqSwVfUj&bh@)HlvN zKXfe;J4RYiD?UnVtfX`V9K*dX?!s0?DR4fyWs9d=NuZaYp2bTu6STqW;|j7C=Qpg0 z6%kyDE}%u%Y5fo(D9hplT=AH>>sGviQBQ1V7o__(VDiBfIjqE2oUIf(XKAsg_-UF< zQ&m^ns!aSC>bd+#$^0czO3br~2IZ3E974K59!~3 z%2Xd&Mu36q_i{5I(;2(EESlxhU{P-i)!@;x=!T0aB8u$vHSLeiKfkEWN1w6?%@H#0 zMqH{m+77nV%jt$HK~rELeB~ZF{7AdybnpG5aYl7Mi+Y_aYq#jxn40|yo5_eU+W>pj zgV%^u;Qi?Je`|^nIf$PrWR^&>!KJmS_R!)?{wMar1;HP{;}ESkh6D5?C5nugrfy08 zH?QIebzB*Y&-QjUy}NYFvGbcn8C5_8I<-b+Sv5BQyKOEC*>* zG)RuXt_<-De4Sv^bkUDl?BsUs+n1xQE&~m0^X29wm5T!e?2t?@Db)Wy z>ZFASpX6zTK$~Uaz=HHUrFPzA3ZT3B$31&w9zn^gxl=7+F~$e+l{p%q4j@`6%8 z7Luge|F~Eh&-D;8fjj;D!v|$_!zh7z&giPD8UTjjK;@jBlk;oR8k?h|C($v|U?Sjd4gd2x+L*h`zs4V?N$Cu68YY=&DDYfhbgAdRS)i zs2;f5GF&1PS1;+_Fhi&asv*$K7-=zKwalk|EI;V$8oq(=7Z+t^rb9v z;p~)#?SC$N|F|QTipWyyY+l`DT$nB*w_7=k70>0>t9A@b0WFrCR^IF0L^W(aQiEq2 zUuTlg5qV58d7X%ok3=M6cvKCJ{@;XGX?Lpl-aWJbQxvNi*3lv6G$Yx=de*7>f3qn+ z+o$bd)Qk}u%J=qvGyML6DGx(D|9mY(5z!0ras#5x3UTebI%n|hy# zRXMqw>`iwc8H&sSUBv7jR=vyO0ubHKVxKtrs7USc<+Ax&c82IyaQVeT3Pk10#D3zs zvG`#1Px66q46IdAj?E|`Ob?*#75-J>&xg?@sL54w!l+ZiJ86sb*j8t0(wx(V*l~6x zinv4tEHSmNIF>eyz3M@zrMlQ@w?MZF6?|!c(Z?43hxU=^M$u|l*=Y>2RB7QTh9q&) zcx?Z)cYJqlxI=k>*b>|I+^n;x%2+*Bp;iBfXua)9mg6@fCnMyg0D&D&5DcG#ebrVc z7o2k|9srSh<>BrZw~Vg#-!K#Gm#O(IJa+$QB?Fi(E1JMk>URIXvaUNG>pg5gWVarp zLKG4zBO^pIl3BD)k&2K8vPwxEv+Nz&m1rDf<5s&S`u9{RYk8S> z@@GYiJh7MI*m3)}4r?5xG&IAo4h}rz^r*VDX%sjMudr|^o;SgzMo7CwbptrOdP5p| z4>ceWmYanRpF?;oQRfqm^7HZe<0L7FkbKfZp5WN7IjtwHRBR)`nbzZ?i>IgO3Nk7a zboHGN{kIb(rKD6_^~w-i&~g+QG{i6oufwMww)%CdI|Sj>B`^`KSIMS4PzeBx#y(sy ztGWtP|6i&ci-k!fGJot<2%f33gbPV=p+80g0vcP3gjcJ;-SQFhSZivd@X6`gz@;Pz ziR#*SrH)}@TE5zaVpCQ?dpcr1S1bDuQM$1F#?zyb(S#Xmk?XFDK!{gU4O*{=g*JS44qmt}C(t8PW(GF;pXsV5o zua&^uoK|Ck6uU|aIou0^flNyW?JYdBn~V4DAF71|Gcl` zS7cjsjOEt9+TnZ+fk%i|-LD*W(Bp2(NA}Y*?Ih~P(u7A&oR7ZYOFSr9T#E6XHAOCW zSS(-xidQ|HvLGM#{KN8Vz&t@*S^njn8zLdX0ex4XG2gUl(|2JS&f@}ma&D;ZK25Wc zQ@^H42HyGSQ;FmXd+LsS|(WF?8E41fcazFpj}k{*}Ubj8f}%w7;i*-_=841NJ- z#QClZ`npuR>a0&KA zi-V5UlTi3>B9aVOJtv0TWMzzSt)(}2{hcE!Y~7i6n)8O=Scm$O|3~$`{+8SMr|R62 zt{0d)lI!U0!yiTLO|`9_x9|M@rrW()oE+rL1#eeYyfdMdh7UfRk~LcDTcgB^T;(bMOei z0aE^d*oVQtPp48Y8`>~D^x%?`Eo8j}XHv)qEK1HR4q03<2c60gUhnw9^o1-aCWcUC zAneegqiO8WA1y}CSCf)z#+vL4aQEP&^_&%C(D)ECh(xEiOQ3C^xB3W6ZyvO?`T#RN zJ<_dKD_l0KDl<3O#g=C1lYM>UK)m&d@C1_qE51z5;Ya+L^UBlzEvXq=Qft8BIEoe# z_a{dAByz&;q@XvsfmYThnv(}|$4@^B*n(1!GqRKDlNj-HP~_|D@Dn^}euJW->RrAS zjkLpHmyCdLup-vJ3fl*&i%@_e#P$ITl;KNcHsq8Xt9<3ji=3vjX4w#=0&W4CrBJyb zdWBimhbh=S9zAucR^%>d6X;IiW<{J_8fCyLnv^Xd3yr4U!F&qxX9gmjiLkLjJZ`&b zsAiV1y9Ixk@rtvz=j_p!37tW=hIC16y;%fgc-R1$xRCzQ%F~8gX(GgG3ZLKO0$o`jF`0S zQot^c;u;{)Kj1pZpNLLiYwHil+*AIoJ&t3wdMf6-okduPTyI(2iCZfl){+>9L&86t z)}v*qDSPNc%uj9xgSWs~Uw7YQCOQdqk#zwB+y4}8*b?4?2GW{vjyhDCYEOne(lHGIlk>C z`wGwPyIPH&zKb;4op(X0N-g#Lvc4IE;(^G zaHGLXlOR_7iVoD2?rAg0tZ!G{9FhmRPr_@U&RlRMh~$0*>QiT&`Bs){HY?X@E)@RAo3vOs2-TZF2Wf@m_LT)5Kgm%==;O1CBbch ziv4Gq|0o<=a+PlQ-5?5w9Ywkl(U)AU_(DJ$@rNar%2PA7?fZe|K5RNn__3E)MSJ^d zT(}NN1@mm0jDfBfza*vSLPr+vyeXG8;j>-$!iCwYwNY~1O^el$?ujZ3pf>X}Q#Sa;Io1dOpNc*<#`V-eH{M zoll4EB=;yyQYa6;0={^Dq${woDTph{;NRZC;eq!_!+ts+;30mpXczA|$|O6KZBUCF z0!6^U5|C|0)pjDa=2}$;CZ+`BEPp>#VA|HUyTA)4MM3y7JozJr+ku}k^%@|N5Wxoo zl;xerlIRq)8ANY_M2;P-O~^|?Xfjx4xv{_H=9&UmA)yo=1El}(Y$qc#wBb~n5}XFo z1!9j7d{5t6a~>5su2TogE8rD#RJ)PWJ|Z?zHNx4+53zFekAnAa$08}$>6FUb_2ml# zn8khxD+Kat3^dyHUHp!K06@gG@$cG-Jvi|;+|!m?5vu_>4`M3Zz$keJ9SJaP8Ch9- zp)GKNo~r&E;1@goE?%~`g!G)r$im#O*CmbGQ?19nPaMN+ePHUip5LFHrMJq;(lKxfNRw>Phj^wgZ;!Bfe|%QMFvQv(5a@Gcoik?I;zHP9cG!2Gl&8%f7+k0-g& zrL+1{J{xAnOr#d7N3KCD13utoc#Vdk%%oT_*u-zg*gFI_Ja3487q-5>7&97igL@Em zh1qW~P;~r=gR?0a$Yk|p{u_%1>ZBxiz2c}m?COOOn@4P#j{bgAE^&R?<#8za@_+69 z?YFgoGa6;WQR^Z*@hP1qeqyV>LgN;KIZZ)f;aarO_}l#K?3cAaHT!U)qvgY1bH{^w zfI>+L)n~>Zf0#g%VvZSG4a81d;(_32Qf?SbBWh4*8)Hsj37iewa%p&U>g(P->ZOFp zNWhi3bDx{rMxW}z{{@=y*vw4HCg2$(;KJ~N$mxz&KnWI3AgXVJ@-7%}UGol7JPwtd zkHHd-1v(OonZ87fQ84-<6sVL_nECi|B2@I9$fip9RN@r}#(5|kJ9|Mppc9>M{rxpK zoP%*}iDw=yfk4n7_H>ExGLFNA9gV?r46Y-0z-AA;Mjbl(`i$`cDYLMqu1*S*awsT* z@IgoB?th<3Fv&uY;{$KUlc$#>@9oW-a6EQQ(m;3+2g)l3i|iMm(c^C81EGWuv5Kxd#J&tTAbehp^rSqI3B5U1-V<1xxx3MvfNX#;qcyFB!2hf88f~hCmBf<#mRG*k1d)%CU80!Vd zdED688A<`fylo5;KCFF35ypjlql(smL0H1Nj!htI!x@wjC=Qt!O7IY z0ttc7;L|$L>vv+FL%-NXq~TZAq{;R8j2kz65jYcr9ykuniC8dUV!$tp!(@;07h!2< z3i@RYbQ|Va@rk04P|ff5By~$cem*{XQ>pj4q9d$gsJQfz_&I~4E)xej#aY6Wqx6Fd zh85ue%$OiiH^B~!78hb5tIMqQxPEcS5HvAn+?#q4BY-C09~1Hs;o-pn0SmBzmy&0d zo2RD~2wUz${pIY{ZZGQUA{k;B!>t1yNEL&5ahxB>n6wzQ(Bs;S1?Nx-3{r|q#RF6<56yr!3!KNxm#(A2WH#jwdLfOtvvALT&g$6vQmI05*#BKV9`$U}|bn)|RT(XU^6Zr9BVZUxn z5)~0C2m$Ev19mk4G^>Les|JVZD_rcx$p7;i|F-OBN0 zPL~hl-&7%-aIvc2B;@|0GmG zW(09?F@qTk`z305nhXSHbyf(;F5bE5pNZ)s-@PO2R(njid89yv;9C7~vhG*-ia>Z;d9aWw`tq449tBs`RNUD=)aL zS0J@uBLl*lFz-4K>FgJ(Q`ai4Hl7GiV&q%Ma&ZJqjdU*rXB>A8FegTYK>!p^=uUXn z$Mbx3wMd>>xoTAvpbD7&FG_jKQQp4vvK~wB{*|NUD6l!iF06I}kqnFZ>lqFFhjd^d zDTG{odU|dt(GdU@GZ?F)I1!zatiES`yqH9v#=#ut7ZZs-q7+YpZ(#^qd@$AUc3FZd z{ZLiXWFD0fW(QD2e({u9{~R$ljPz6^4txSe@6gb-Raayk&Yu_DdVMJoHmD7=ut@xC z^x!=dN8qFpWy)1u1U4^ClezEuhX1Kw-8V^@%~;`7cOZ?4%B8}Ca(jq^$w%#i)PQpeqzzSCs{}Tvt*Z74j z(ZBf$mYdGBlw0*lvD-?u_{ce1Ik!B%)p5%BgJ?x_hV0=tYW$p8X{4F0kHX{b8vS{u2h*4%g;$M#Ec{__ zDyC%@p39#8%r^WbuA%Li=h#1L4LPCefdvwZxxcw^ghBE}ypTIk1t>Fa zu*SAv7g#^Ma$4M*Ra7LMhod7Otc^}rtZHVx##E~6Km@X1i&GUK;Y=m2ALD@hDozzb z@WTpd)?bW^2-H_ivc`Uw2(4MhYaOO9v9NZo*-`3XQ41pn*0v<7dQH4t-Ovz6fVfm#@SOF? zBa7v{(bHR=W%Z6<5R5Q@^*n2$oKI2fz+=SiqM2aRjjsFP@bD|%;_$CoVq*jozk^cu zU`P}7W}LfM?}^XZ1{JqN38d zUAm+0=k{y5res~yS6gRv4g=tg!V$O|o?{$MZ3rUfz`z#5BQpfW0@K4_92%XdJ&BBm z0mj9xtD*BCdJh~Njaqh*8twcRRG_T+t~Od~zYN|~^SyO0-)FW@?lPy%!?6omY`VT5 z`d^|TLA}C?cr1*#Q0h$0{{Hxoe4htS?u_DM%i2+1?c?ZcFdupNWomTjdWUz@SB=E5 zR`JkZ1|u@@CZAAB4`Pl(3<-H4MNR4vuZ|*X(R;7~qV=cxnrjze67k7}%!K?(N}j z>9zyP-E%dxVguGnSh4mA*~z{?&l;wf5S?YRtm)E?w|f+<(qoUmjts4Nj$MMi*8BZ? zVEd3E1maLQE{>~_9FW{>tuDfmKRlPz_ksP3l&u?wTO6J54Ha}LP|9g?@+*zoE$xAiLDm!N6JD~0QWH5+4O zubX70dYE(6P1CjA=C$dcf3*#G-YP6yhC{f?@#3Y8Rn5vmA&!3v*@Y`EzlBV!hzNSM zp-*FNwS-r$4ETIHsKv>^+`QiZlYHaw@W$s~UEeTdtwJ_@SGw0FC)Diy@2^G1i#klw z5N!;gxwQFCrJ$WqzyT~SK|9k|38Ks5#H~Eptai3M$vBbqzyC{3!X9sWDf28=d1rX5 TCfKwY_%YsYrhi}0#{Yi+0BNFH literal 78502 zcmeFZ2RzsB|33OgrKueaDO5(0$_^EUq>`-6LRQGi9t{aiB|@ag9@%79GD2jQy+=m& zcCK5W&;NYS`aS;VJkEKX#~B`$;xT{dT{2UUJ>)9jhr6$~tK& ziAxm9vUm!GT6yIP{KUMAX$QV7vp6Mvc_qFaR_Z*!zgOLqQn8>=)?X$6Q-zC#8Bi#D zDAE!qFWUtCZnRaqT)ikZT+29dTG32=<3mKZb z*9=yrg|vBW>$(&EMqlfcLD~u~c8}F;!uj*_t)^X{1n#=rIa<>{Z8OYPCO8=|DPl2R zkty7*c5=(OHM|tq?mxk-AgUtVYT{1eSweg>?XIHeTJ^y`C)sD@||Gqt> z#y9uhH!vp`EZg?)J0f`Z$N&2VsTiKyr~iG2;iLcm7XOz{lpU=!>!!4iA9Kdd8XFq+ zJPWUN7M+@zd3*k~P+>`lycOG`%7F`k_avB4YH7WR6pxS-6%~Cd#hT_gn-VGhO#0k8 z@+*D)@JR8!%*>H;edC&Muy&UX?(7NIIj8VYHL#;Y=SE}3R!xUL%g4sY6&N2EOS5{J zI}2G4s+I~TxTYr4^8*(Yt=J4d{rtHDBV66NZYQ6^Y+m?9 zSysQ72UYF}T6DcRd3Qy1)1<#IuhF&)tN#0Vh1SeiZzP@Dg9qVf4wIN0qcg0Des#9M zxGMbF*#d>GiGg2Joj#g}uYY5R&E_E29_=nyvSJuICbz}=Wo?ww`tiPM`;v;w(MGkg z@hK?343^(B^;pw)X!0`!~(Z@;+#P z-4bg%Gsgb%km`!{>(?KNq8s)-&R zzG>N8xqREUZQpfE`5 z)*9Zc)~vb9=D{Fn9&)NNDy5QLII4GMyq|&JWY@t%hl1a|qmhx3dB`NTo8P42qR_2d zxA?lgy`r(Vx9{og&BHTh*-xIav`jknE1_F_-~Rn?ajU~TJhvkv*zd31en;4PkU}wO z%5>kzawa!FpL%9y=BBmvS0?84Gn6o=fd!3l70oXpPyf+Nf_q^ z2Z!T!V?9)xH*aRxzC9S1O}p88r!u8HNK8^nYNe1>-!c{!76t}}+@hjY{k3sQeiA}9 z!+SEUhaO}2;z~;NFJHdAX<_jR>ra^*DsS%n5w_RkZG)ah#VfO#ni}P_n|mp_jg9Jq zSJ-v+w7ln!I*)eAu4NS3($&><_{fn{aT-}Sdn@-*PMkTjLUg8wr7BL7${+n>Tyv>gu#Q3ZEV3<14_rJ$?GrMZ|uh zu(5wAXYsK{mfhZ?M>pf=1>b|kpFMkqAf|hRc(2QG7Q_CLj}R2S^_zip)2e{iuebJ5 zQ&VqgL&;E0HTlx)yts~rhDOEq)G2DL+3kRUT{gD1d3kwM?Ck7yDaJdQSy;^Grp%Iz zYR}h*a&oRID=U+dmOkl5$9Pz$aD$GH&K_oF>MXnQd@R=CtNF`ZeK&2|6mQvkDJ?zy zYW}@dQ|(X0;++?r=BB%Y$Z*KE#%9X@`jytez@RSGl*w-5cf9 z6Gv>ugBqC(n3m7jFlO^JR=2yJmSwOun418d~vG#fgcDU%ozJ z;vBP@98~{+bb8Hm+o3Ie%T8`+Y;5c-#?nii+#n$?F3!WwF5T)kJ=*PgXU~J2xe?Fk z8xz0l-@bqUzAnq&`h(oNGYKPJUYjbueLI(wob28Isk&O>g%qo~?)B@}uf03-==0p1 zgDVe{h#l+fWLw*{4+cNpzYPoww3!(*NWV2X*tq%7p+jFViJq>muB+!Wqu;zaQB_f~ zabRG8^9E-!7Fuq@vWoh86}~eD1`&0cwia^C&mM@)k3CnLRsVR)9fK2_}3 ze{RF_lN%1m`mxq7;F51YeE1Ol?j6hf(9oh{?Q7R`%0HKAJ505@z1_2t{4UMr&$aZ7 zxSWM6Tb7+v%d)cy9g-6&D-nDA_;Fj1^FqX!-vzPx%lKWuQN71(9&Z`8ZQG9ty*1R7 zRoVVBi{yop>eFY=cwi97n&zWyjv8U-UNI|aT)M>U?^9SPrIP;q`Sb9oD9-CTI&2RY zM}nAi%MEm;w2|6gRL=Zq|4Jq`)uhqO8_7wtNl*XAje|~z9dj$}xvhAXFj@ci$L<%G zc~;$}T~AhopFfqOnSbNPijOV?O}#Z_oj+n^Xvopk(ZNhN3Eo8N+Hcpcp52S%m+HzVh6UmotFMdQa4PvR@$na{YHR5qJ$(2XA>ul*u&{vXZ_9UGqpMrlaUKu9 z57tU9?L7j=($aFvzD@3Fw+60M$DTfs`BxDtCQCOVqKF$V}~Xp_laY`RFQ^XJc>O?6Dq$Y4Hxe3!JeG%9RB z^xU^sN0qbec-z|Bk#YC_syQ%TF1C1i=8!p~kmbcIP3abTsIx_72E}D%1z$Yrd5mff z+Su4oDCYwNsDy=u0|d;dDLS2TM}SlP9#p z*P;~aW7IEUO=&41At9I39vx<3p`mD9zpi-I!Fhh19>tm(^;F{Y={(e7#mU*B92&Mo zQS5hAH@A=w*0i*=mcHt!!t!#-+F13g*RH+&-t_4c4HCntOP9P(sn;7nxP+Ler3eTK zaomu7p4~e**!Xd4)4QsX&XP_i=f(L+kbv7)Ki$8IEux(5AgCCvytnp@q$KUfTLY)? z|6$$YEmEwTNWQh|uZbB;yTrxCb+!b6#SDSTx^G`F;vUPl14;g>p56gr>pop1UlfvO z^MeBekG3DZo{N&hBKcSXfz$H)_u4gUJUPCqY<}T*zp^}4CGq-dXC~YL$zO7C)bX_~ zdkGeJLhmjTWApu`4YT87laF)n&TlBOy1KKILtjw|gX7|!1d7Byw5&SZ&IyHN=m}r9`^L;1F@_mby!+@6#*is5bvDkXC6F$T=3a_^F~I-b?y?E zB9_$v*8+;&{r>&pvgOP7vaziM=IQyB%8f!_kz^oG$!-7ogo^UfdWb8P`{ahF{{E`1 zzLgTUmCJ6|Tk%p`&3qTK2~E!P-^o!?&mM{bafRXvn&Tg2TJS&gJ~(a z?ADsC^z@vJQ5>Wkp|&&g@hKW)y?)JjCDr87)Rc{YfWRBQ^1wLW^SVLyy@@yHXU5Gp z^Ky%=`SD&>9QAYKrcHNvjcT;2BNa9*qXJe@PPwtY39DJ_k)CmReAK(fXWl_mPotRQ z(4m-1-M%b^8Wm5j|llNpb8o@ zGqbvMivvizk4k*F+YxKuYieFLj^^E^t;lg+>#|6hveR(PE?m??!iSFAXQ zxS#*UmQCvqQqxpNuoeK4>j;<(HRWfDF(>Cov-TCccJ12Yr4$+(`oPmOswOSObj!oX zkIx{~fVP5TVh%;wk94d$b?VepAD^({iM-i3uncxmc#i~b^PH)Eo9E)lfLGzkd_TT&=s6xU`a2EZut@US|avVO<%fTnb!tX=3e zGwBa1yS#YuLMb*pGBU;ZS3V#gvMA;uLCx!IhWcSPHmSi$C3X&uOMX3UTwDbh#-5eb zV5d|R@E`r3N$fRonop44IS05!MR!k6Pj7u36%+G_j!~$k;L*;rsr|A+qKvfbci(&R zWPSEbUzGW**{xgmv$90m+S=l+hcwbN02KFdanWH`5~@{y{`@&SF;Va%>_Y3%5O?hY z7DYMn`Z_=#o?E}`Ru2Vd%mculeZJdy?hh@l$GP$j#njX^Jp*}&Ah;`6u8?3pc<>-u zR((UmYhyhXh2OqKUs{XI4chZSO+`nC^?Z=%I^_QP?JC&dQ@<0-Z!Ru4o_lpvM>bJ9HYqDADw4Sd4O}HFTWX%O(nr18 z%g2WnFre<|&wTK=M?3k?oIFVdN^_r6DK@vHL?$KSoV@&IEd5<gM(i0nNa3?cTwrD5bcz+}kuDd-)&}9kJ_HuRaBgRTHD?hRfptT7mhoXHS@z zaFHJ(B$ODOt=7=d6`)A3#qj@O@@eLstDWY@l^(o(@I-8Z0Tt-Q$Aa?m^++6fKa-6r zKm#c!{P~PG?ArCP==p(9U%yIDL|;CGI>@74uy&WI1B3C;q&!SQylJy2>iyNxu2OU3 z`T2Rm7>2TE=|Gh3eEcX3LjGsCRa`B{iIMEewlAI)Z%?nGkUVfPO7W0oUlp0j`)nQ$ z9z8mJ?HV)g?Y3LQu5f0s;vFr3`CaU^cNc<0i9C>;oP3IUNO$+{-B5XakLuAa%#B{~ z_4A{qAZnF*1#RRNUemK1Fi%^RbF(lrU$T$1r(y=Q%(-A_7zv=))8Egjk#2r^Y-EHG zhtuGHAHX%*FlF8v^Z>(9I6MHD-U7M{*bHm^sSK5AyR&?agu4WDppezs*eu}ej~_p( zsn{B8rT~-?DF6Ah1fJ15%3r|jE$&eV3=>+Lk)H0p$z5W?-puU7)Ie&phvUrHM&K(6 z6qFAr#MeM>zaXn>9OU9s>}hZPkg9*MftBb$d25kGKyF4i8 zh*JcVi3iv|ZFL{CJBu#_9%l#EJ*!_L40d|9z>#{(vZ;oCMn-}kysAYSpF4FJ^PNjX?5Pdv3+vY~>jwoleq z)annCPj_tPVn8RyJ%@f8s_Kb6Z2Qi3<7qi8*H-^y2FyQy{Zi`N?T!L>`VO1o zpPLlOzZ^w+`@8tIdy&nE)0>b1z|KpI_p;1zyFYs5idqlY!-J%v;3f`1 zk;P^OQH!$@w{fXG06mP>%+aV0-VpH(@pBbK;)3Y31pd8oV>QDP&ggkvondA4a3?<< z^oAuRQ$WI09l`(h?c3q;T1_ZHO4Y4PuixEvp5T*XCe%qG4}hMtFawS((QA?wCFSy*Rf~MXP|s z+E2DoLS^;+a^1G?B4wndZ>OfF{+?xqqqtCmp*N+vI=1Bhsj;%C^j;IeT5A(DlQn*XY`R7ML~! z#RhZr)hm=cXX=O*-|t{r1(vv+lQZhSV_daiCW}8_N3LIQcHrMm!hflc80jZJg0a?4tRIC5nL`W>EpVNBwQ=7SK{AN>RY^bD+ zg4^)%rA~T>7 zcLl4qv)1GUx6FDZ!ALsEGq1Z3qEcPhEqc)O z)w^Y1cSR#_#V01p8>~gFLa7$RIExz=X8BfpT&rlsFlM?TxQ|k7eXI>iJX?@onSaK& zdIX>E=cQS?w3)nIN=XCNdEKEaNf*tINl0*m@#R9P0&s=S|M#+scpQ#eR1X0`!H9nY zmHCqV@z1aSiTwxv2O2tm4&4i>0VI}FQ;Y69Tnse3Tw7aP!R=3+`ACN}i0hs`dni;? zRFQOHm$m`CxvrsS-oJkZXvLB`k308hx~)2RNwvPdzK$V#qsnrXNV-t9{Tcgx4?E@W zJn(_l%Y$A#@VMqKuW|+fHb2j(x-+%e*{Dym}4AoJnIeDnRNc{|APMN1r zY7&_KMp2{_S$7UDt}}`!w~hJrp3HfPwu9W$$%E@vY7-)jU48egj8ikKN;7LW+%8!i zA{{v5CBi6t>$5kf(nXNe)a{C)FX%_14e}UPu^lt4>NzC2G@}w@&AH3AMTpE_nK^un z=du;U*-n<6E3^J$&Q8e_VUH!`Ud(ovjE#+bk5)-c-F_+5n?5l;T@W%#vpJTCd@V9! z@_QH|&aH;%?d$K~j&fygm7boiU-5SNF^Or zs=We4=6}I1ucfC)>*(l+E4)K3Qclu;rY7tzK@9*D>Nqtug_c2Kn_9dU6;d;W0zC)- zAR!3N0}6M_S(LzKD^_rfSws0GNtKX@ii+EiHwvCGJ=w``!j`0tw}ONb3Jmo7M%;~# z@M1j7nMXTZQHj_eP3uBS86F*_p`gQ5{6%ddn{|_Wet=AO7m71}E)JF^%ttr#i zoF}XAcUXee;NV~(1R3Zdttk8u%8UCzQ()!@Qo0`S0KO$$!%_Cs;Hcy9PPUtRgtsGcfpF2))h>9LhbJbp41p=j{5RB7 z@hzuSsEr!Z%)C8RI54@-_sgCFgNlwO_#fRZgjQ=`p9hg7nT-MRdTL^JzT{H(aGaee zibYdQTv?f6#roY32Y#iBOG-*A9+15ltC_P~{{6X#OAdc`><~3b(yfCnV7w|qG z=nDNECN|bM3SiO-Q_ClvuUW=92+psLqKU2H`PU1eQ~^;iy<;n7EtBXj1P*?!1dT52 z<^Z;ShnEs%_|I1+8k-N1QSY}iFlf~$=$h-klYD|+S6jb7)!{K#o>-kRd# z=H^yuhn)2J%a^_E?5m*lnOha7Yz2PZKzaJ=l}hO|4m4@EuU)&gqZsK1ckl$^|Z9KW54U= zgG;dwEl~F8wKt^7E)Y}S8NS}Ew*(6;Z9ipgoJ|2%uEF>uj_*b{#l++mA8gNN;FflmN zL_DaHAQAlN!v~&k-@aYM6b)X0Lb!w1a9NA}VlrU8@S0`(9a@k2@iy+(rzZ1Xo9l zy_7LO=g+q;*Yj>kD5rOEacSun^oDeE)-xQYpydkov**@eL&W!mPHz=bQxWqw(b!BM zIqkWv6~%6Ktv?~4CXE>iy|Y&Tn@UR$cx~ux^lA$W3yOkgdIk|`PM>dfpD*+R<{c~1^e4F)WSbCGDL4oG{dc0L z%x=wuUD{I>u^EDA>%agJdGz)5NhQHdaalX%fBICBsCVHZ0}nOQe0*x^SL|l9mRu@y z$gd(1#)(XB?X3)51BL5@VKv8br#a|7lxz!em>TZ7izP?(}VSo%IknhbcEYLEC&O^(>@~(DAzrsLCzbT+*&yTS6*|USf zyTqJ!p$H#_qy~G%^|F9frlvz2%{!OuO-o(3ORCu3hbwqb)+8V7V9~5@Wz&6YL=A16 ze=rPDQfVxPKC#0@yR3%w0qh5d zQe!g{vnfOj>#2=v=49UYx4ciHyjQ(MCfffnXiuuTY@@z`!Mstk!#^N4gbSNIxu652 zcbHZh4+^9L%;0|A0c3$gDGgzA8RfOwNeAruU@v1y2TT2sTV z=*hccVph=YdQeqW6?uXBpE;;7s=RDPSzHdgQQb#t?)S3(E3h#^H{JqDd`xoeqicWu3Hxa zJgLs|OsWOw2MquPw@d8A`GswU#{Py48{YKYT-yHOt9^4Lujb58>?HNRv&2Um1)Smn zH`7~%C`DgEi~YnsFqmvV@%to7-9P#w4dwoNrpMPy{q}RAxN`dg5VDI-wa{Q3Wa6-kC@xQ*ZUBCxS+#1F4cdoP6bOGO zqZDI^jB1)a{oe1obUGe-?$#gvj;)>5Jp!huG*y`xf8GjDVXXmQi+7s0`~3NH3+fab z8`}wFtBMq3)wR2iGr%81fc86{WhZSoYcGdH7A5h2={Q{)?ymRleU>K=8WCtk)biX` z_=Lxzfxdap_wY%@_wU}_g*LtcXyyw#Sa3#_n8(E^#RVP&Yyt@{K>GRsXVw;adT|+< zHBef=0EqH9&RD99tfnBXxFPGp;&$p~F2@BRT(VS<%G3V{TlVY$Aap@zf%FYA{W~sb zdB1qECys6Xm98t_D-?1R&buymEwm3%GUohDq%pvAfOM$hZ=gmbC%iU!6%}&5uT;=!C@d;E34~5)AWSXiP=hxW zd1_a{2nYP>-16>;=p~^AsKL+t{nyaY+%1;B zJIjtf_khBWhOyR-8*9OuQAt*uJb4oDinLsdLh}jDw2Jtv;*jNo0aKLI&G+FEqa4J* zZF*2^f$-jhh0$_ya*ho)l0rbyxY7B1$vDY}Tkd%#r6ZP|ot@x>8b+EuD%5q~zi&V+ zegcZ|-XHAX;DFaW_4D&U0KEkSL7sC1Ekvot9jGX%OfPnhVh|J;xF-weHC`SoOZby@ zyvt)N=Xdnv$hc5Dd_^6F0Pht;(@Q{131BfbT@Tvq`|1_(&Y`pV(kRuU`#k#J^(h@b zTeoe?ud3RzZpX2UQ){h%*HHn8!-;p|!iDu9ty5k8rY}UfH@PnZ(X|J;9_iF>iK;#t5p(aMi>o+Ye zKSS?-_Ue^8u*eRi$>_=~sdm_d^6;cr(d0yB*}Hcy6>?x6Hh)Ek^kx)g(k-XBV6PX& zT3cGan4iUZya^7zjYRYb-Vlgeq|*&_^z7-=izcV8^;JcXjtyL0=vg}h@)ar`xbNon zskC$*3P{2P^0;?)&PWQA)53H&Uisz0Mi#AW*Y0RK&u>LOBuy(cBsr|kTv1fqhJNug zFRwf3VQLjV-CI~#ctS#AncaAwE0}v>3iJ9M$5s{;6yT|7vC;OYj?+`nM}PME^&_;d zlv5%%QRe36Hf-B=AJcXfi3F`zlHKR#=iy&?M0y)z;{c4L*OY8noezTq?5G!0P1IE! zuV3F!n$<{>ka^z4#}g0%P!3;g9^|x+nKb}eT3UNh3wX40DR_L^qM{<=1i>0?U}AcL zFe>`#JUfs|EO{B0y?3Z+R=fd*Mvq?^niCK*(NIbn+fg0Ahsw|cwB~>LvYc>WI2#Td zREDfhy|k3NpUqrD;6Ns4SKoK>;>A5t&OeMo7Z1k8U?-kRN4i0orBGPTJUkI|B{}|P z>nUPzh5od40)az`zh1F}!JnbT+m>$ZUiXP|C5=hV&GhuN6u2+#y<=ghk-T_u11>TA z%QT1N9Bg^XUB~n{V0rWoYG&`U==x@>D~5gq1d7j3_lgs4pfU}t-&rOW^$@M9-B^py zP=0mX&qn~9(%6_aU4ck)N}NpQVdn*hP)87&U~~!0b>Fh(Lk+^V%L6f~2o|Sx?MJeH z0Kk0Aq(M2hp{`CD<;3(`?N&@7_&hYpmARhfT39>6%(2M#ZAZHl>b^pFe2Tzu-+bU2 zOtI#jBnN>Tz-H=>(gclz788<-zy1M|CRoPY5$#eM3WPsyPFSh_Ll7z12W2!AyI&h1 z#oUo}wTYy{XWDeoht2COP>Up!<2}-od)eYIWX16_$>1&?w|HOtwQJWlFffq1wTFXa z^_eqg%z0*KW|)B$I2EIxdP5pxJ5Ea>Qvl#D^^(Ec59r~NygX?TEu*C^DaIarh<(I4 zhGr3(If3AjT0s5gy1?Ze9`~EJne2_eijgU0RG-fnh$B*pLyVkJ+$;X&ocW4{^M`FirG$d8LeZ60@N}%8z@>ZPWhONR zr5ZyJhk@OV$tgTO2>u=H)fNPSH)m=}ilWr@%Mu%w0Z_BcS_1zmMR4m%uQ|Cvhlf$b z?sBgch|pyzjp`&gSBkxqayx_P-93op37`4dQ zQ_y+gIA!{fJhz3Vr3CU5(Z9`+jcqZcH$e0h7xX!ZYyfZvoi#jKT~2PJmzNhrzQWb* zFHC4(I7xd;vFbNwBv=FJIaS%8hWr_LFA=%b?&i?vD zy)@g={n(f<_OFHoE^5mUUmopv^p+tW6NG=$%IY*I1S-ASpD*0Db5lHIcZ7$t&CO3X zo4aqIOmzo2zt9M~p`a)$&vyY$&Xd?F#Fh~)C@-!d-hO{;5)v~$b5xxetdNci%lMA)@qxCBkP`?* z_RT&Axn?UukAd%o@4-OSQ1dYrd^uGfUz#JP6_-zkOq62h}{=T7i0QosSx zzE@RAG-o?*1RDTHQj843@Cl*?O6{rpz=C;)y>SJwyAC8POjhUa7WHc1s83N{Lr5S1 zB~H53QE$sH*$i}G%VrXPD*{VHk?ce2}t4ZAgVzJj(fQGzyVrF_t-$F;Iu&Dgx?Tz4>^`mS$T)e zgCIJ4y2x4E{Y#X5Ja3uey8iFMG{l^a<0~yFp2RK#vBzw7!Whq6{IfJrWG5;Bx?O(1 zZ$v`McnfL^W&H~fz;ei75OfN&)4az^`J3NB4@8`Q0S12vlza`_pXfYj2I~xLJ9On< zqFy;Uqd^)0=%d{smOvh!jTpMQYK7?hnEZ{ONvmLY_(ZSiK!v%BhMJAJd%mx|r!+k+ zZ4bJ2=op}?M~zukD#%U_HM>1}^ypNUrBPdyqL_65?&CIZl0-#BvMT>jxD^LwUkhy| zEF4NOu}lGg{%*?J>BFsA06w{u?yXW6Qt8vI*MB-kBhiHU0GwhTcWCI%c=2aC3V4T7 zc$B`_Je-8k-@-0(z0UDad?Vdo;y*MZS^^@P4=D#I+4q>iCQ=je=vP~EZzHYC_cTM* z1cHlu*r^*Q98@gTZZp;+7y483%o%3jHQ<0L(3H-;!RDN};YlqkvGOI36e4P~qDD1d zw`7|GpjKUm6({i;!oof`H(CzeF)I4eo|UULVI*EffFo2qRMi#8>=Fp|n{A(0xpJ2f zV-#p#a9Efd&YZO40dq+;gf>x_+~1rdhH!R+Uru|ZqewYHXB7l)0HwY5G{G+bM@a_7 zhPn!44-t3)hCPW-a{4$6M-XTYN%-)cg{r0%Ltyus|A=ZJA$NJ^eJ(b23v877l_5o( zN()ty3Tt4wPP3onT3DDhb)AXKc8x!X^s^T54_uBkp2)Er^uJ2_c#j?HQ0&g!B}S<) z{*-`pFn;BaRCBCSlW*lAqg2yo#qcP$-gh?w$(5iW(*lmh&8?-p0jz+N2pW9CjjeJj zJUl!U4TmmWUI_Sb6$zjKAT_-o8@|=@C8!gLwhir(glgr;@919~w;frAK8{l8PnjU% zO5&_yx2Hpmq5@@sq|u6rTRm<%a{MovGvv8Fz6}NlQfdj*dx{i{Y|EZmCUWf97P1Aa zl`ieyzaQmn^N}M*py}V;eBeBrgS)r+ty^bsN&;QHr^s(Gva$upSEE5kj@e)roW6Q> zFN}s8Hg9IJzNM%FRT6yj1VD74sG|o2;Ls??o^f822EtNLpg<8L8h8tvvGvsORq#F4 ziI0}aHE&OQb|@x6OKS1t&URt*m>T}Ho^w|-P#YTHIED7Iq5f1vL_~skD(5>CdKiS| z*tq|-Bi?D)$x~WdN_<`Qs)tIv0>AE)ZIDvWw2^ClI$G?tUmf~mXi_$SH)UZ`Pp%KC zE3V-dZKlAUtQ&1nNl9BYou)&7$GC5;Kypb<<;Tb)pGsw;4nlFIF*Y_v%S^HLO0S9% zIRFD2A{C-wY^Yf?xDljM?(*ejI8zcTod64>TBgm1eC6iPpuiLgj%aqc&W{*$~pNquYI4Il>;UpSzx(Yap_`^Rc7IX+k-@h=(&&A0wcl9@&G*+Z758{(=56;X92M&x29$ryp~^4qVDV!zpn+w zSs{?PYYA~fx8UB(m)ig^U?atS2_nGFD~MF3W&HBz#8FXK0AnJ+b%{% z9%Ks$^~6a;RKoAE>cZaw1QRd)fta!v;ye0O;y6In(9l2(AxKAi`1$GaL;0CoUjSqC z3JX^fvS((-^B(6&RE-s1A|Y_8r4gCznDNgouqGuKe@38zA-V!XGq(N601`Nu_IUDT#0x}VpCQe7X zZQL5f;~sq_c{QQNw{8`{ISqJm8&zCk=HF_T4--UIK6R&?Rn!%$ubo3fPtcLw3q=q4 zVI@ceY@S3NKu48~2tu5BErkDIBu(X16ULMq^>=U(2q>ft&Hg-~6dhUv8Ft}vDWC}= zy2N_s7!;+ow3-BQ9T}*W_DEJioZ(GVH(J9-FoqiKW zJCN}e*qCsJ9G{sSdV)R8g4su1B$?vzF2Oq}lUl%iV0#}cKf5Lvr|IJ8EOB__H3i7A ze}2~=r4Y$Thm#3sCjQ{$C^HOwWc?Dam&V_yKLTNM)O%Gl;_n&|3Q0?lf?yvpCRGK! z;;W%$bJQ9)uHxLvS2)ZG(27<|-voCa>HcKTjmW_GE8c4b10G-%gVWp}$(48B#5=}E zLnH}?u1KDWSn04Aa9(2b~cCxc!Eq35jlZ0p8EPeK=`-AMJNtk@Kx>-Xt9%o zf5=cqT%2a+=L}Ryw`*IXgm#6FC69Z@-m+Ckd5fz|5uw0myX?$E2Dyk7gyq>1qv}Z4 zmKH6LD9$SA<%*G}NF)x^oj%@9;-Qd!5V6JTe}2G~gf4P3#1bdSXn}z}VT&o;|DM zmb+BMHp-Q1{hxAJJ}1HH^}k*KBnd;}McWV>5)v-7jG1}+!t1{{#tD5K?+X6!v=rh* z6xhVfd>V4iC99Q7zaCq%e`)J#yE=ZDed^;sSyKQVQ)1zhLz0#L8g=!?R6Y~kEnBv< zv}w`@D@p!OZER7Wls<*TtXeC(_Fo&@e={74{FgSivnutt)5@_*>(s-QN8Qg= zyt&Aj_vY<2iOo7L4>n4&w468myp_dfyJV4+V95??xx}6md@*nK?n!Hp7JtM^C-63W z3q7yV!wRW~5B4r&=&V%x-6Xa)i%*tirKQ+bQ6^8r=Fzz_!JNtIQPpx=4Sc%8oA1k% z@r|;@kFo~eTuyD)qQdu!`qT%>k5|jOEXTJK!K>oQKiQ5^Z6n`Z_vcdM+y86dTzvw~ zC2z>|VenKNKsPNeDM{2R@)GxhvAG7aoG5_xSx~w%k;w*Rv@VzAa*;_jBz<34^231m z(-&s?6Jgr9!W)-0aRpwm7s&H~F#DkkmVTkv3_xR`T4ktAc<3C6UEiEheL`nz^D<1T z%Y|SAZT_2?X?>AV3Gmo8-2Akz7aa>AYx9cJ^tx!JZ$GScB5O1`*DsNix>IxJjR(`a1Lyjba*82M8}&KO zwKH`e5Sx}pMtqht?VnSGCm6l3ICg=Zo4Y(`{#TCfa7&)mOd5_(%A@}^I(={Rd4aRm zjoS+3?Z!$O!cV4)G%vN zxZJx+l&uD{uZ*@h+-hWKnl)ZyiQXIR0#U2{&x=lXz~;vVSG7(VdOfT~C}x37b1k%F zElL}PoF+d`7b|6Z2@hqCx=__Xc&7JhEJo1SSsbw}fPV)&s&Y1`iX)h%W+kKGhOSkI<$VJ6MgJOqKVDhyJ z6Wky}pZt0P4N6R~a{K~QT16SH{gtO49R^11;(gmN}E_~}oS9wrSVwn&p zO#gW&Ye^6a?8u~vqJr#jloZXQO&}9~{o@hQ(Z@s5XBTRe?BhjH@O(?SbB>1vn4d*_ zU+({TZ`Ec)$Lz66nIAag=FlzNTm&$6)OMu9u9hSbfgOmJH!$$P8LagBPjPXvU%#Y~ zb#wEK;iPkSwJ4OSae`W+aYwk-f5c2b3tUh>Lg9{cI#59U$=~n9T({)}kbn$iIa}KqQ-?{JeM~pFvpHwt zggwZF z9mQt|T+xPsqzoU0(ImxKv4Knxpy~lMVeDR8pUE1|UnA{>ZEn~7(%V}X`h=C!{E#cX zh7>T^4}?3bH1v*2BmtnR1jR;RwnU^EA^Xb;3Z2EAapWw)=#QXWY0!87(K2D~^&(>zVP#a52ZLyU5l{ry$LQ)G zBsd_i>Yzuqo$rQnR@UOeWKP`CTg{G>x`@DZJm&h*^OzROE>X#qJ5QiNbQJn%gL%oJ z`ZP0bw2A|1nH&zA=FHzh&NA#X$)3igjvl})$N-*tIc(AL_VMZNi;63QYrqedr0e*7 zL~LvsbbrHvqd4##VB7U-`!W5CU^70}O|}QH7ff*$*lP_}+MD--l43J*uS6Z~Naca-(Sh<`c$!}Qg3#G8LX2%1sc_$-S;B)0^!_JRPEecSd& z{D#&40Fd*#y1MT#1O-AJy$%IvyP&yFOa{~9)Ys`hPn-k5oQgWI#%>pNu<_DC;qS#R8cb_{e0*;B6K`^A zlbsQPQK(U&Fegcy<8v+apv2hXy9GG%0ckFLoCsium=rV*!!E#(=2E5X5$^`u?$_Io z+uSUjLZTZj*lDWMS?n!1KlbA}Yx7hAeOkvI0Yo_24OeRV{>-ypn=c&aK?|l>`-#X)=(ViUyyR1rT zW~XIsyjg)EbYcHU)XKZ#_W^#;n$>Y$AvgiCUErpc(;rXGs(KXU1>RN#ueti5c@_A_ z)r@2@2p4T>7psRcDvA4X+32kY_etZvUJjOHLs}Nl!c_G#(Qn0p2T2X6qO3)nahYCF zs=6K?Eelsbr!Mh@w|DhyS@aWoH0mnRK=dnDP*AW1bMB8$H(lg!c1SFnO(rY!csW%K zPYNU#L}qB&RQ3mJ6q5(tCUx<_HB(=$1{M~T$!hSvOz;6(ZJg8P7}BdaI# zYUV=L8F;wck(am-*MQ0lEnI?h6c7J<80w2+?`_ZARZru?-ID0`&Ujfw1EUTvuLXVC`+FS4kVJ^*;D zMA5V#NdDdUF}0?ld4AB^7LG40qVdlclDlnLebmgQame5$s{yhMNKfYRvG3wIf2b-u z03DYQrH8u&6BIAhs#~k$2-Z`S=IgKu&<;3aBdOrDX=xp|^K{8U^^Bx4Ka7a-)q~~U zSLOfx&|}a4mC&PUGJB~kLo%KQW(q>x?m}LZg{8tP%%u4*RRvr3St{sVhX_X|p@IhwuxWEA zSy^M zh5UJgkn>9^gZrza%eeF6&|+!xd}DK`^L*T*H#TuMVaSlXEeNebrcVX*(<3@7Uu3I9l?wWg# zzh!aJ1g(91?Etycu0pfLWi`QMvw|2T0@bhGCGb6NBdH$8-n1{Qik@#oNfbnVG!%sm zt^3Xzu0qhfATZ(gpx?HmrTjZTh%XJmlVT(WEPNK}-B6SpY@8hb2}H*3Lc6gXy+B{# z!L)Z9g_o#bw!o>hAb3^6&^6}`VgiS7=;YKaI+WVr#X3zwe0K0-+=rh8AqWiGP#cLM z>`GDRy&T2{qrw91IOsKOu9l9MI}Tb*&ks2_D-V#>*k!#;c~)>B>BkX5HkvX8*B>7~ zLDn3@tx+TXDhni4zH4rHE#)h{%T}}y1ZYzXzolKeU2}?{Cgef?rz7sUt2d7kw^+f zkK$|mQS!1)k}EAx$~qql4;HR>8orAqI*iw8;Pa~dNy0L~U7!pkVz&`oMG`S!oENEb zB6eei$O1b*I^sGmVzvlYUc;*JxlYXm-G#};h31Ix@In9vvhp-FPF+WXik8!>Jq2Cp z^lzTK?srUZkV$K45xO4FQaGj03$)%_yOZxA#wvsOge2)r*r4;&Cnhge_>sN^Elvk@ zkNvoC0gv3tXJZaH|O+!)~(x8N{Am0D8A3g5JJ1A931}{ki~xK z^Wft!gB-^~6fVvMEhat_UXl((SH@2qg_RDU)yD;6yo28{11}O_$+7Dhg^r;Qsvm-n zbOg{4d%R(=TMV}!sdb*OwYn4K2t51}95U?oN3wGSoL0q8Aa!`7M%LOpg3l6yMRSWp z{!NF?S_Al~IninIUK)*GAFWNDCK7`}aWv*X-fhtzliJn1Fwi`rxlrOdL1+Py~5)?peIo*wNuHy%VolhTOc;BW1=G>BMpBml9xVUxo1Tny)8Uk7WlwJ zJv{O>*>6x6gU>g@wz@NzM4?Oj6T~P~yK;OwoWGBT9XkqJC6&?K>b>~wiBB7~2D<%> zVvFEkuqZi{I<@r_c@y;p{J35(s1y}+*p-hA$K9lqqy0GR% z+Wtqv5uE*ULwuEy@CeG|^yu=q82i&xI`X{Xp4tNW7jiclOjZ zB3wj)Rr$1#%eGIg{xal-c*Sk`p_Y-ukz(nFD;(%T;kkH8I4Th(OO zAJYrdG0MN>`BHQ^*)JQcUm4!F?AIWOOO>Ay26#tpeLqvgt=-wKi%}=JY;wI1l z+17zhGrgp$1?9%8u`gFW|=S=Glt+iRG9geCJtQ{c~2c$J@ zJG}wl`Sk+K&ctLuC?uzTnyjxgMiN2=;vhqE6=3L%hO|EqYL+U`WoVK(I{jbKx?SgR zj@Z1>s#X`gK_y9FuHZ4FKiaz8(TQcn&Q$}qMz zEFod!Y1iPas^&o6gn%!s`c*Ryy`eq?22Yn+XFn%I0hXolve#y{50i{*Q)=qK@Q&!z zJ-tv(peGR~K&+#9Q_#3M(+8Vgt|0|^@f!e3-$Nxu#TqrS$|Xtr7n&xYOfz@G#$EP^ zzsVO!rtb|^&Apu0Pn-0{L=9)LlXL%9b>Lll=iYI~rZJ=SFBsx{AmC>H)tJU5zSsI6 ze6J#JiSONba-n^V=F}_P??jt*Q;$}K|r zxd~akb*Eg$C7s8WoV}sq&-q4+AhH`END^(?B=b)JD-+{*RCu@)l&AATy&-=~95`WD zmHY)+)J>x<($;w*I-|cZ!o7H8sn{PMDP&3S@RF&7IKV0ms%Oz;+ua%Lw!0Xgkfbr{ z>4xPk1q3I0@rCMHQiEXGkEp4GTIxe|YM|n|%SI$;?xKVE+0&fkeCB^3@65w`ZrgSL zlPMVzMaBrtNo9(Nlt@TLhA5IDk111;$`GMQgJfzTO~{mrC{t-LC37?*Qxhsu`*VBN zxR15=I@aE6uVWv_e*akOdEY1b{l4G(zJ~KUuk+mBJ9OTvltHxj77%P|i+0GqN+3sPw?dmc0?MGjqfN(b z$p1BTqGbYjf(`F-vvv3UI6ACV9<@gc7emyU9Khn}D9RVxfHJP%nU~E|?0;GfzV`Vd z8?~CEYNGAY_iSnuGXP4hFS^&3^1&s)q|f)f$ER|krdvmDF-L}O z6h}(3W{4OYYpSGc{v#LQ-xwk5tle!SH$Ao5Yklix$lZW)Eo6-&v&m^ z3g{o*Y5AES{I(+Nt`0ZDeELT>HG6%$Xc|)fZE*Da)B3BO%g%{^d(XgFe4YQ_X49e` z{;&DYmw`iLc=If)E zW*?W~Y8IMZVSwb%V_6(=zCpM1t~TuNHiZ5#|5`JtRiExnG@+2j?voS+p3vtN`#F47 z88Ii1i$9l5sL&^cia`>2!g%o250Ro)X?xt3mV{1N)X1Sj78+AG9AeD-XP8fOG$S5N zGEpGR8k(B=jIy9l4ySO-2FCbwW{U_kAQu&6^#F>bGOu5&|JT5ISj{RvmZbNI|0dx4 zdHy-10tnJMN=;R}MaX~qn*mzrh_|i-M6zO{dSYNh#)umSK`hIuwiXhpe^#vSz=url zU(*Wk_`hJD-!9=#Ah)2p1Y@*Z@dirspvko7Mi=TBK?p)X%~H=FOT}|OKI{)>pdfH- zP6X-o(ya4A1F4v%)I5Hiw&VVrO}VR^Q$(N2Uebwy6i>Dn0r8Hl&FGQ%Q9zwy5L_6# zVaWdkiPw5nJ{S3IVB(m+N4VT%}PJs^4l!K=m(cFFip%r*Jb{vw)g6vlu8%tKBL_h zJctIey0c%}zcE4AuKEur=;A@qhLq_vmFRpFlLw%;Xv)3a*9VK|P~63#k0VQD_XN&G z>;2T1yQInLiXga9hX)OGV}4QdYDIz*6X3*mObI^de*7m9>;Lz8a5I*z zUg@TJ$@by2^0(Q41A5B_PVIHA#f!qOs|^pTzI9ioR?j@0dbQ$dYU8z#Cub&K8kpt( zb%I`5et*B0$~?mD%znz*B+#3uAFyyW!VFMz$>FjTEH*= zMMS_O!#B2UtoT`EWOVP@{dotL`F(kPMRju1x=)^`f9gLqE3htqkp219l}|p;#hdQA zU$W2fU325F=B%8w%?;<@U;l^tFvRB9gG?aInGhgPn*;=~`xTr6POq7Pji*5h6|2GI2vsw!Jl$iKXte=KOD54l_?M}lfVV2^zl)Pd$ya+@scDF3?Fdi7j2Jjsa123m)x^9`w5=*rosEu-_y@%3 z!y9?=6epBPFKj8u_9EW$)t>tfBWOLhTQ^leRg7Jf)~_O|tbk}}05?q(m4-iFID+6z z4=7_HRJ?1Ky9&1Xe}h8*Sj_12GY3Te5)&HR6;RSXrHMIfAdH9nihoH`Y!)@Mq<4$| zW0Kv%v4nS**G(V&;U~Y%GK^`d6BT@71`33) zCcVK)fe|YGd0Ru3lMhXyg zjL}K#n*sx!tNrAulUijg?mS(T%4BvJg9RGNJU#IraiM3ggzmN=cnFqA?~O*2t>(`^ zPUZB6cY5{@#3x9b4tIRy8URf7(Skm5fgUOw$>11X*sfPVZR&i%yD zmMENo^q%<=n%;wJKJ0#@%3H7jhn1!^|E~Px9>(xd2Ou(=Z|piSNi@Sn{v(ZFNJOb| zaDdsnL-ST;K^uI+w8XH!XonlUkzmbPZ(jiI z^Y1iJ+c5^EzWOzyJ*L2L^Z5BB>@>~T=^y_QYII{AUqS+sDmaA&VB(>GP+~-buETpV zpM}-6!kJONv$xq~s7(L6lz>sc8*dvmPGAi?%=2foXLd_jLw}COJ2)K=oI>W$ivRk* zq9oe3|I-lt=O~HO&j`Y!0O{D9Y6#z;Wb{KoHjfnl175)Y`&E{B82`U5NeuJi>N|l* zR=__M&PsGA(9p{K-_b}9gK0k<83QZ0C7{S72o(knUj)Hb%z23^V$yRit?4I3VlzTdfFM2eRX|hj zwNpLjzi;qWwTHN!jek$S?F0cQ6z-ImwbH^lk%+`>N)Yq%?t=jY>_X4_;w&wQvgrLxcbI87<#?eeWh z-|5!1*P`yjhUY6ziPXKKI3@qZyw7_EJ#)AjenE4VufkumE%!vqD|GHQ`;|wbk!$5W zEBW7hbgMm1ELHmU^>aZe%jX8`9`s0DFXO$P?Nk9o4P_(l2>K-RQ(U|Wh`5L?Z@%WB zk>%$&;_d6}O;dbawyZM=z1}CX;BD_2OIGhzOB!Jo^zwE8>@WA_oPKQl`(N+zaZmM; zIivB8)r`wqe{DQ6X3KCOX~YPf!2Sopx_vr<;&Ov8H#QgN*_J?j9lZ@Noj2ElQABRhnd1nhfyC* z|C(CecEvOj<6T>j&okKUHifB$O}ld%g-TF+9r zI3f5R{~i$Buve|dRnw~UO8kB^$Z zejp2##)5EwB;N_aqFU_WFfOgRX>{6^r4RdRXlb1ShKYT%f^!sf`0yltr*mC`ecITD z`ueIBXu^JDmK#&9{%6bUpZ||l@Sg{cn28Ot&BN|?kwcY3NlxKf)Af%@Z{NOkI`^xg zVFv1CZ&KEw6;1s<5lQf}PoLrsO|!NRgk_MwXo+~~EZ^UI`t*Bn`HWbb^{@!_++>zl zzPV<*%3b^KWxjvm z@hHvcI3(jdwTz7C3fv|MEr(KWfVmFI5IeMzafm-FI*#OshF+$)8qc$9XcpR*_sVPZ zDv*G`sd$^?ERpcaTRV0jc&G*bfU?oXu>&Lw^`rtS3n{rhO4S2A?i{F>Gb%A_^!ca% zQu+N7!9?cy3+3ijChgB?oaTv_UwzeXl_$i@<}gpq6!R7yozO_uFz7)}@0{KQl)R#}{I>x2bk z7|uje)ajvz@Lbq)Dk~Fr5#;*7O@x$#Nq>>cRzt@@G-&iUSVO_V!a-63cq$0 zUfr+{Kd`4BM*{+cky^=fij9frVz87pIxjyT`#Dtjoe_~|47EpIruFn+2r10K%5_6U zp0~Zw9$D_}oX3oQ#Kf6fidjbgz;_cAcaJZ0vFq74PBi={$L4?7w~Xu3 zM$){#f72&88-7edr!v)5NwJ&8W>h#L;dvC)vGCMQOc3NWdWA3Mpn(JZ(K(cpi?z{k zE=bm$pXPC#N%fR>@7`TTw#eMV;uI1K{z%5AWfJ9Lhz~X-5?p*b;|7(-0(cD2;$_cf zkHi{Q*Y?BfoWkOrioLx(N`B!iu?14nMJ_oTWvLbe$W5(o3Spsttc^MBrG66mu3aba zcU6wx{I8FNveM{CsZV3@*D}K=ij+Bg#^%kV+%|8{W0VjJt<3N~wD<80M^E7hwFaZt z8K|20^%;GL-=j8SLq%%j4vl zsg|)ecNDGHJyrOZ$EIOTXNB3y%FS!dGcCK$FpIKU>urx15WDLE=69>S{{FVjnz!D~ z&6*k+PSjDk4+6YP=e#@q6&%rAw`G+xhOuyHwHZ21F6leqmgKZj<#Fw^#2`?h~g|EjfTolQ-eOjBK}x1+UJL76iUCCGrB za!L@@xj2L|oAcFN2AFQfU@01$IFFsKiQ=finw>#Iy_{N2FsVF~RVsyGxD`!M7Nr9J zi6O#XMqo~Pvq5#&CY6B$E&0G56^D2sZG+7CWRq`e)z6z}OndU^QT+$`6V0=R4jnp4 zBRIfD<2Qu1!XV`SWP)F=mU8svUnEbFceMD@s`!B1conPIZzsPPEpTekOg_D0*|N@Z z;y&0GHTF_ZnGAo}80_REiq6Bjk5`U_`XI`Y51boO_Vi@$A7&)FnYTsVVVH2hkMTnu zNn}}8z@W>>>zGfUuB!Zf>}2JG$ldl9m5tBd;B7h!QtQpKf32PnYm>**Sk84aFU_~f*|MUOD?Y;7Hn>cT68!!DG)QH zhMzwJLPL8TH*^cYtx-g?%bUMDD=Ry*$ob~_mJs4_vyc?nN^{?MCnr5Uy*b}&-ih2+ z=r+ZGgf&XgDrjq^COOilBk5xZc-7uF6x6!D8ka`&4eElBeWV-wd5?UjBRir*`q>?ZPj?>psZle(6c z%_V=2r{nvpB0cDE@EC%s72(&k>7}!XFZg z2a!``k#NthPJPS~7%{PN_nATV{lI>&YN*9TSdsGGx=n-!5-GmPnl(cRsZFWBDrcN0c@chAOic+;vqmHo4 zH-Rvu;%z)0cUXgteGLy2j(_x>qFr-gfW~g2rXkBNxpOEaooINL#VcS_X5Xag(+}X8F==o}t?8~IBe^&JD8?Z8*1R-G z*Q7iLSG&OHYw6I|qwOUE{nJ?M-KaWc-#4?gx*w{)8;af(Jcc>arq$KeLC25JKj-qf zP}=cKLHM^p!Rr|^o&=$^Mr(7xzI(CmX4stWFx2yR0vCHErZg>P+(wtMLZ*ReEuis#c+?lBi^a+K9$=&h5dPoJ)BPYLvqfv#vy0s;e@t!2*S>1mGfc)%$X z((WQ;u^ttQ)Q2dwjvYU~$0z^YYE&iHBbE|po6vUyLIrRtOc5<@o^*Yz4VmHtaR&GD zQ>Ud7+d2(rZjGBv<*KYrvp+OH$;%UGfnVqI!71$uSDn-|09_IC=t*c`0sQfMj~@9G zX__|3Xx)5s{hOk#%Q|C!TRbh0=M5ly$z8XJp?Jtc#c-0neHd*EQQ$G{pL+lP<82)F zq}pTJQga|OK7JpUHf{KE^C&3^1N5$_#v(ncHDW&bU*bT>b?_CgyAm&2%S|>Vo+oM+ zpSFq>-WU7_Vv?WzL*(tKqLLeTrb*VY35i^IKVjeaC}zfhq094j=3H6)O153Fx%c+% zQV4^jUi9TE+{@0sMO7ng?qP5Ar0({%iY;5t8)+MBvlpnM7(iL*)dCl;VVSFLMzE&> z>bG2S*Z9IXn>d%kn*k4XkY%D;Oy@*iz_sA;kt4?F${P0jVs)DRBZzl+!x)2xA|<25q{^Mn{jt~tJ#yK1lUHAGmNP~`7 zJ~&P#P{_L(zG0zdA*~hFaeq}+v$M^=JInn%#Y?z_R}XXtNtH_{q0fS6Eos+@E>PZM;}e*rvOSrG=Tx=fCZ)kacEpb6<>3&<+(VURG}4<6W^NP4@Ub z>fD0sG8u}nTx-6zZ`OH7c&FiRiPwrG%Bta&!8}BO=w`eryM%76@N+_rhm`5>?=K0j z4}~u*bZ(J~x=GeKh?E+2%1KsVoF5i%&5gfw@#5R7O7Xd=s9Ls$_IR5gy1@Rx?Af!u zblV^;&7#4vhi+&CN~qEiq!EHzm=u^o3Vl7(+@#FYgwyO}Bc~B8!^>09=&`d!EIb_H zafMihkgpQLj`VDnQwB8tLa5ja4KE>vEK}J|LYUb>_fH<&PWs$rcPXxPrPB{sp27xY zBz5B{D9sNxT52CF$I+qDm0(dBnaQ^d^W%xw^$|XR_iz zMJJRZRU3k5#c|WaA%KfdMQV{@6A1cLH*#MK#|~tP(&g`SLtA1QW61pbcu;xTu19Uy z#O;J=rLd$L_j1n)B;<$!_M_+6#M%fC5x}5>hYqzVa@taWL!hFgFmn~M`~dTd$Wm)I zZQ6}^GE) zb+Zsd<0A`Aah@0wjPnbYnijK2WU3I-mHfb6dq}+1ndkHygF4D}y z6aAAo3^diz&weybP4&xVlQk=Nql~u{q?udf`Fa({9k zh38*ypGwsoj)e@FQxPZiG?mL2#H~PX#XYyp-Vy5YGvjx`E9JkOosfbS8h8-xR7cSO*vszkDJ;6wQOeGG_w;`MR2L-h%ax%I? zCp#nq-vtRqTJG#&FEpe+c=`A{j6f$Sa>@ucorv&R+^g70&HI=r!ruWdO`jJeqt3xs zgyDbCs03uwMY(=R#t=|AiBNf0bcDujgeW3EA$@M>Pu0$gvDj7~Icn6bnSAq z>VLdmO@&r%w6ZrUoonL{j_6aW`D7M(x(!N`{DMe+kPpd=wL5fc46%@(7P`~n1TF=Q zl%3z`X?NmY^6cFF_C>$vj%v2nYw5*Z5Y7VhlRNO)rWh99fC%deWjOZ%Q$M`^{P}af zRs(ho)zBAR8a!gUl~f+FeOgO=7a`Jauo<%Q#C{>QOWRTkNPsx7jdcuD$gaM+LL3p$ zv3T!2h)lP!Jz#{`T7uEY4&97jvJ165etho1h08tLAzr4q54&hOlzaQx|A+}bc`?RD zLwH*d4meO4|Co&%Cn@aEa&KWfN?Q_~1Bxonbu{U?jjv7p4)R7Q5&ygx3JtY$c-;%2Og{nxH-^6t3y^<-n4MptcN+ zRw(C=9mlEf&NOBln6Y?(0RG*>ZS z=#ymi*rMz0l=kL=|4E9N`{T9fZKH9QZYHaCrkXsrtu2Ms8Z3_`={%=}OO~8|cdOrL z6S_88;jc$IROlCOuDkG7E6)Aec<-9U*kE=Q(%DYu-Xjyr;BniD6Mcp65{4l67VCi@ zbDbr3S1y9+%c-FDa!%7xQxjg11o<7GKmSEYj}ZAOKYyohgd;T7eIlt+Yo+kO0&HWF&(uBCW5l zFC-*6ABM+?z7`f1)Ve1(Hq#mG(A`D+kc>*}iRC z3l=ugYqwUHv}OS0L&%^7RyHu`!E=~Ejp5ca!kr29HXDudZo_9Lo|pfbo^a#m-fLGR zPTikTSL3_Zg_%Xh>jPE7RDp6>SWQqaI@0OISVwmPTl1(dZhIn=pGsGpux8Eqxjhic z2lCy9v86=q>%2_VNeSDygWP=Zpc4lP$>v{X@^g&0)=`~@T4bD+pK>J%?*MVQaVijA zm(z}oj5uTlEDT{rX2OICXBJ%VDHO%Y$#7#@5RJwT#`kxdE>G=%ULBysC`HHA`D0zH zBqBQUF@ZHT&lP+?n&8#0nWp$N2;J>^_Tt4|;AY;=&F#Q8u9~$`L~jC1!ps7?S7Czo z0t#cOpNM%GipY~zLjwQfLgP}tckT&D7Q0ZeBrw$P$`UB`_AB4&!vX@NbaZrZJBZ1C zbHYeIv|VKda8r1Ee0$;=uuUl?5bjLlk?8MHm(C&*)*~$tyexap2Q7a0Zr886%G#Qy z*KWs$o$@k{Nat)^pm#+DKoRyxONmfE_tpLI@grS*H^tE#wJ0P+14Oltt7#-b*)WU} z$V+z@@6KGi8LNQpy1U@%NL&rNcaW9Uu|C8ho}dyqGgk9_)n5#?I#CI)s-AgqPSf55N(f$1KBei>-Rp+m1WuVmu>^S0KWp&^dSjt=%{E+L=5DCW&+H|SFM7KS#Uuxf19|O(XfY>f1Rt7l zo)$^ObDTk9^IWx*j^vtuJ<`7Goq#2!)bB7r9DJ+i7qUZRjGGLX+mw+6Uxu%DUv+{@ z$}!DrZ-?C)yfRBqro8fLe0Sn@ctXMfKmbP(N&^p}?ZiW^#P%Na(o!SXQcYg8J-~EH z+4Z##jl^@pEo#rTn06{cW6g`O0dJ&5`0RE<`W5jFM|OckbA}HdMR1LI$iV|GB38B= zef?I6*|I0t#e6^?o^Wjm&xdyN*0X1alJvt}`*Rp~A*P!+xsvZHoH!T{-#8pky>Dk{ zSO05X%^O0y`jhE~o=v?eZ<9Aw_Jw@b4yX$GuxV#MR~`io>_eToxwLTRl~kt5hlj81 ziS%y-r&1(ynq+_{TKYDWD{WV-SizQcC;AW}m|UnRbYd|_xqx<|B>hSBbm8?!=|-lF zoue-#;Hhea4=dZJ<$danKPO4rZd(VP~2v< zm}wqj#ZsDsLn{4t{D+c4is_+gEhVfr?qW_u-ISXnEq|>Rf%tT+C=rv#!FmVs`7B`E ztQFBrK+B(e)5%o*gUy8w?bwYo6BhKrw6efz_J{65mU@p#gfr zJ>!jwi^~v(&e$0B$6J<%VzyvGU(9H#>F?4eI+w4b`a-!$LHHDt(CAvhblLdJ&D`hf z+o4sPHpYWPLS{^q`ED_3(l{D_kXa#q3(c%09>I1eqJp(p2loBsG_JwT1;6RoE@#yKIu_6evbG;)Zr2E59 zv}_K(#Vo{WtW%=jD+E_+PwUr&t_=SHZedwP0Gbjpt+ zi!MAWsYLZcI}r2fo6>;>U3*4ZwPP5HGf~W(=cwe0${*3Tl5<7Wbi(s4X`sTZzsQKR zN4w~vf?p0yVW2~kcIWIXF6GHt6NxN;dh~GDP5CchrdX`G4_tGSYHv0+BwiscUqEJm z#QL3pIJow_4x!JjbZ1*hpW{j%^)2Y#i+1b=9s24h#eskH=utX*lMwG zW9D}+xViK09J=Hn^Ff$k6uRa5$pHXGT#Ya?Q*?A*Qow9s9Fd6H(g&cS0@rRRPxSHi^RuteXrOyARta3&e!J{J5X!U* zqrHnxR1fd^5koeBGL!pp7g)+S?E93lt~hD+_4P4xreJ_TauCr$lE1Ox=+Na-w4diB zLKz&;TUf+Obi&~Azjs)*YCi<7UC&PrC6W?ii)X1;&f7M~!VZ=GD$3tO7tY6gE^bL^ z6z)ElV(g)<3(4}N)D^WN!TbVQg3Vz$bU=$_UXt;`!Ok#?&<@KSJroQ^wskiDO{X6qh=Z~IX?YM=l zN$L{*BJu9uUe%&&1!d7)_NX7-Y?m%l;mL3OFe*jU+G+clFf7}T962J&Q~;2J2M@NO zzF@KavhT1WyuTzFiU$;CzuhkAMC2l2s%Rc1Y^?|kH($Fsbu%#D;&yc7F#t=BI$`vP zy(V?!$&&+U4Fn$n`d`%*tD3Fz6P*Eqj2HPn-)gL^#ldrC5*N`?(^#jvs$I#z-{P%4o!}};GcvDF_B34*W zUGlWxiC2l@LV*X~a5vcBcg$Yu+MBex3_pa!?ZXwI;Mh#w0*J}?u$Lp<2>*6U{^aeZ zG0%Z^@O#tfbEna>ctSvExI}J|!!X2I3hiBG*_Dz2vzwTil~RoegEC^Mp`l@Y#t{M= zMPKUm>$*!H^d75PPivT%BlT zGpQZda-{jq@%N`ZI5DPuhNA2~%K#>gk%T38t?YaENU#^?YUvig*@z%KU~R*tYJ5Z3 zBzro1F94q<{D{tS)If8VC#~$i@%iiA(KqT#+P`@DGFE+y_tc#{p;Ay6;dU9OgP}_= z`uaoE-eI!T_|;8(v}q)T(pj0*CEH_T)mLZUy3UWa2Svl;L`p5~0HZLWQC;tDC!lTF zY@=RtOv(m~AKCK?VP>(jvpHhs>+y!!yMO;_mXQ20JO$vty6$}^IXU*!Gs}v zmz+=ZO_zqDN^KrXSf0%}bqB zdRM=}mhUP6^qb_hJ8&6qxR6dI5X9`eO`A6GAksWN8AL_WC_d)3RFGW6Ciz}p-&5Gt zdVCvU-e<@BzPIG=1mAt|U_T{H1xX@x8h1v_3wc`#K;ty{2;)xTM-#(EBMkc1vR8VI^62p0s`to-~S8x0r){Lj{WL!&keV#2Iq zPZbo{?LBZn?E4&~kuiGvYeIi$TtFYjP>xiYuM%&fndHVr-E3CseqT|u_OrPWMifH> zCJl5pTN5&I**s=6csm$CItGAC}5=>U5gnTPUe~a)f1P zM_&@Xk57Jf+57iq{5{b@LGmtZ*GBM6!6-)ZJ^eWQ?Ib#z=!cA?MysmsK4+I=43FcK zRjk^eLEeG|0@e)|;gVjRo07DPGepU#=xA$dtsXsl#*JwoabHd$X#_oUVWQwpff9Wn z@}IKNn9MNTJSq}*Bm5L=Coz#;v`876i$C@XziV=I%5Q|ha~Ye&8CF22 zqM~Rkv?ECg$0e3lR$T_Esxk{p2>R?jH290r&ZU(fKbrG}IFRXSqdgi&LbBQe&N7il zF-SR*DmCxXqi~i|W>D0$Zq@1$7*`hKq`KDI8v#nPpyYvKPl~YgC%p>>B5k}7r-0C4 z*3i&!>g34@Anm6T5~dTM8k-o(*vy_iiP5#VE29Ww2BSu?yW5x0`Ix&K!{AG-eDO|- zH?&C4v6|Z{>h%;RRmY7yPYB}6@ZrN1vfD|RBL-NgoTNwE{PUYSiQE?$0Yc(@mVjc*@6Mpapv1It`2l8YNaRsR%a9c2HfVI3iEE(yfM zrr-*&cfG4HiIS0(RTU?E(m;77rRh@+X+;nyX22Q9DTp2j)HU$nB(;$v4+Ea24Gzhv zfGsEnh!oN8S`fbnqbuM8I06?UkBx|BAhkn*(`vqb8>k!!^zTo|<-t`o64lIDUOrt_ zwT7WN7sk!i)e@8j$Q=QrvOt*}wQtr|u|a4EPJ@wm8obB<;6XXv3_%LI(e!f#=VIuV zAAey4ywg|ntT(Y{6IExHmM|xFm-)PwpvUGV@jYMI5B2qnL+YDasf8+Q5m#~ zKl=3Syb!u*wb7%Gvg zHw1MrN>b*V;36*#utI;brfVh5wQyy_dBu6{xTeP1=|eKAVE4q754aQ4PFD7P-L&b` zGl?{=cC7?H`r?I`?&&1~g}8*eZr*%j_?2z`tC?Pj8ce&TSID~x;!LBW9aTSRRoHwe zT)q98Z64KybhZr$fD^Hk@7|yBCn04F2+m$c zbZI|g8aR&QqO6J$e-z*_FL_o){RDhnL1{)5ereyaqc_<&Nm*`V_K&Y`+Vja=5C+_VGpLc+ox*4j~ykuFn) z6#!q}RGdH{X!wnB_K*!9ZD6gE1SNL|TiuH2g!r346L1L3N!Ge9yR&J6YghG=QiKe)rn4dvYC=#!@8j%-qyfOJt^$RObEJ z$;#Sx$(?<5hmDYp(5CP&g6UV@ts6VJ-V|~k_+2F$!Wx#skjUcL$b)GI#B|6)We48@ z&pJk#Jh3+pstN;7?ILo4!X@cua;;OH{Gamfi7yY*)}Z(`mO znTBIHB&w*Wi1~~poGz1q-P3cpaSu?3$4npG(fxAXYE@AutdWot?g76cWkm@b319?o zP$$9s!R^+Bwoug5!mtiUoqE7s`a!=D7kk2b7!MnVk+ByO^K^VyeRcc#rz!6o1qHGj zjFp0m&c(O9MPo+~DoOq9xNq;?NAL%UCvB;JgbfYv9*#%WlXh-I^}Y&m-pO=kWez&xfX!eR;7AJ8;Fgfi;!h*57wl zM}O-bkvcYs`{qvxGkBG8RWlpBLjuCdMSNkH@_Y>pMHC+*8xhktH8*gPl^D z*_sBKdF7^Jd=7i?B-=z;WqI0LT1q&!R6z~Lk2^G;4)SOsA>qrXU1xJcV3C=bZAoV| z=;K6%{q~K3zp6{_3bF*GuPO|n7zy2e`ZTys8*!f<0QIQotf?+BrGyW;u-}s;!ujQ5 z%6fdf@~D}PwSrS$sE7^EGQ-vGEkR1=GpuJ+B4ONehi&nG~a^WM;*XfvqNn);_hhznPtFu02@F zvUmDc#`Q05Y#lAUI(Zx6bnGB|H&Ml3L)|*opzxwod(!!ShT9IbLe4j{jM{_-ADa#4 zaUiT-6hdOi$OA{-TgNq&k;>)7MDa2Ps;Jzk`F15>Ny#nyg;GP-y|aK8-4P=2M7~V2 z@s|zazhXXUr-GQPm)+n@nzI(E?rlXUB*wqQ9m(Du@ANW~BaIJBqA)n-2wa={uB@!; zMJul8U5e>7m|bAL9bu7r0+AzexPeE}|DJ+#F|R3=zH-&XxhA!#UmK0aQPx>#7k^WMUlCp+t2 zX47tj=&j*jr-KXEm;Ih!dwP{DbM;n^zSmy0lQ~XTeCx#vMc&1oxYg;G#4+awCe=|JsfEonT*1Nx~BE~?P zxru`}P_=s6bAG*Rb2a;U{isN<#ftDBea*F6nQSH}FTax!DO$d*x#MkMN<6;2+#0Yh zD0X+17K6lnoF7348R=esey-6xLJRehaCju@9){H?Fo?3UGTSSe0jj&%5$FS(N@DrB zXH0Z-X3JqA?)GW$+wjRP;T!uLI3VVwR1n!^edOg^fu1$JPHS%J<*UmOTL60ENEdzj z)SiOn+>16qYFzi*#5GJ3PyXl|V%xp=6+`ki8H$wc6of@zzW7lj_T=r4-0)EzJjS)^ zH)ew0zP#>EFY3G%r`8sNZ$ThW3@_rBO(5d&jD#(p0PcYHz^AP=_mPq*?HbI>o%s{+ zys}Gwdhgm5r#@$ANA(OvNIa08AF)B($bKxukaL#ps#JQdXl@fqu{VCol=duTuqPp9 zwB{xlw6JfkvN4ZXB_Ly0*LqC_rPVo~hU-sRFa=L;X!ZU$o^wz^l`XZuP(9)myNlk; zk*F`sW=#x5C52!_eO~>+mLu z3!z=tLOv-Lf*C{@|K=N~@&a{takt`w)klr$DQGv81KEa%=W<|Qn1@WWQ05LXcHHq zY+o_Ao_R{mdgD;KxJT>-fQYt2MF6gsH>Zx5-y+pcP5Rj+K%kO35rH{Gf~Uvutb}eH zk5)Mm3IX|e$gs6A+ZLq;o$@UrrRJbZg01dUXCLsAFVs+?4N-@E8ciuFDF+7!3B?YW zVvy!OZa55H2WRKK>}>?c&ZBG;H56Sli7x_TVm(M|@`jd{h6gvSUAqlJf^Y(4AUHrc z*9O87U5ejhK;}n5nq?&8)WBV%$x;R&OFNMORF>y#aUFL zbn>D?VtxT@>|D1yo5{aS%^5U0>$xi2x+G9h>|PIihXd0dHmk659alZNzm^ntz9ZF! z-Sy21^y`NW-Si+x;igCyh_F;!!|D=ftpE$0+xH=K2opl#ep~$hy`UffLfKZ_>`?wR z<>Cb`MkgJ3`e5H;VcoFryezL;<6pfQra@HA?)X;AuoSpU@Yz_BnaHRM9>Z>mm-y?R zRO9J{KV9d1wab6K?81}_`1&SD5j2vEfK0+(uyKU(=%WVfR4DH1m6t<<>8H%2s9h>8 zuhW5vln+Tf`1LH3sV+sk0lEi%n+V+`9}}GUvJ{ z7+6yl2yTZ6AtKEH2HK~n2OK=O4G42qa(&m2!hexN9O3c%CzhLHbZBoe*1f(nY&Frr zc`f=>-lk*EH7mjcs&B(;P1u+>ANY#rYnkS;_4Au+-GQeBH#Q-ub7^}CODeqe%;{6) z%dWr)$HKN3wOuCPR1B`fTj%d`A8@*C*F)k{&YjS%+gI71PRN2Cj6k7ghXqX$ITjy0 z>EK#XLW8z-g*zbV4+7pcE)N^!ep2rky(-~Q9A_{b`0VWk>2vdDmwk1xU1*EKxqwd7 zmTTRIQX=|o>ica<*(?k)g>Yk5wP&}ik}%X{4eSm;f#^_}eeuWPT-*ePm{-yM_hP;z zjL*p7_Ib~rx0S1IIQM83Wf&jqPRr1c##I7?A2A}6&C@mL_ji^%P`jB15VnA{RjfP( z1l^tDSoh>tOWrZyq*-KRL1XKA??;{Z+HFNeM9(p9t>GLo-COo}d(J$y_uv+AEm*FR zI8Z(s&YDG<;;)42A!*xI7{A7UFXgx_dlcRR;AR)mm>5PH3`xsj!Kw?P^^|!E1u0Tc z_f^j-bj*e6AzmTHS&LM+&gmSKQpVf6$%E9hZTJubzI1Xkq3e zXuW)TLx-Q#pp-0kTI#iL-8 z-)?Q0*X~)1K{+c{uRg#tYO-jp8ONm2fi`D0izOuaqR*etTp8!HckgxrGt2NL#Sv6pgLfFjZt<}rEz-@q?Z2qN4J=k0vIYIM*I2k zwzB9<-0^DBk}s4S=4TnrBZ%)a*79Owdd?MBqH=vh!+0uCJ~>{qqXp{*Vvcry^X$3z z>_^U-JaWTVVzZ!@F#{6d2&rJLK_wNrudWtALwZi&m|l2ysSmPZ)mfZFhDU%l@EN+9 z-03b4tg@5tkK{Onp%I?X&^@_+YX)rrZx(-B$Buq_s;Spy#xLMEd-J17-54xL9DOzO zcmBXIyAvhas;NP6&}r4+WH9>>1YW+?P79R@MY|%Wbl2kaec7!xbiXkjUIUvx zDZz#GtRgX~sz&R{*Z}WR(yU7k&D$51-)tQ<;(2!9OHl7>A@&>ZG@M8Ob>k5%PAMKExqi#?W8{RxFG_ExtxEle zOtkH`a6E%2tdhMcGUtIXJ#XaBnfJYfpFUNf0}(UP z3oM4eEv#d$?EQe*pWAPJeKa?L(3s@keK8e5cdXlkF3fI1QkO#MPzr;GWf=Mz89Fdh z6$H+}K0tyPGK`lRo4(*O$r?ls!y7 zQq$fy%?dR}dg**)n*@fM*@4OhoM^upTDb z_K##%wKJX{2x}Uko!eSt-M4V@dmEp?3md=8g>A}fxSgFX!)J2e#`>2Zzv2)V;AiWuDi{f5-xjV6 z3Eh-2GuG8-PRrlV&NgOb0H~4d^zllwV`b{exT{x^zKs3$w$*Ztsg|woNGV5dzuC+C zh328zy3Ur4L!C>8Id?gEA>>XsN570N!!i^H4F7B3M8`cHKVR6sSIS)HVO?9tv&W{^ z9(GA9yk6XAz<}Gg4YnkVsnb|@|NDbYt6rVTb8rhaxRRWFm;o4iBP_YcEt{jO7q zN2tjF_Yy~Do-SNwpP+|5WOvgUW$&!)z!h(hezSM%A)A(b{HQUf>!Nel85>TUHZAq{ zkJsZS#~tL+9BT{gE?QFFz1a-;*r{y?b?`?~vn7XOXitH=9U6ZO#|@VrGhVgOSUCNQ z%y}t9ULARy+}`o~cQl(GrDHnC)ZhAA#NxBAb9zY2jeEAi@6oi+)6v8doeK5DW>TG#oX>f#=ORSCxfj&8DADG z1QmmoE&~43n_mDwaII?dF??-9bqfQ)fkh?yqWz5B2xc}cMp(#~SS+BmX@~In>lq>dImd0(OtTaWrQEP z-e!KkSHm6BB@hhCXSY%`@-T#)MepKBE6I}=HoF_9?UP^OUEd78#wt!GTOnw%2#p8m z^-u|B{C+?|=r{4U__ej`d^So?O`?sOyP=Z0))FoVrI>8cvPw3Zf+zcR|J?t=v$r?4 z&ifeJE~1vMMr`%WP^hD!u?QJszID^dzh?DR zxNy=Wt~t!fm}V0N>A|!jX1obDJxH446@u)Mo1leROyhS9B?EwZ6n6i@Gi32q?VwW? ztSDzy>ty7Bte?Mlu>|j|7Umb*P%xCOo}zT)Ry%D?#J&4TCYy}6scg|Gu$ouD7z0oU zJ|-wsuH`Mmz|x}^#C&oCpcP}!z{q!tw%*UpErVpKliz@|Lv2+NRjMB=uG|9&@w)a1723 zzzW1_$wg&zr{P^yeaJ(N9A1T2TAG^s*h#+e`^P-2nWr&BS@$mY;E@4WSG6+rKFXob zd1$gB3GK8qxpmR3l0~WonBvc~NZvH|a)6DKG#oNMtH#CxI{6Ad3Gg`xi>Ri8w{)4e z;HUla%nuZ)9r_w7u2}IY#3MB-8JSQ%r}0F*YHB82uJ zX#c6fm1i0J0`^0_iTi0tD}~mD-d~}Dio9^)O(8sX|NbB&BPIA+)IbCGb^0JxoU6_D z5}j;?;l4CFlLItBdh0(};&;`&d-&j6OCpv1AFb9HJor$D6W}c7qd&Ne+T7ffIWNDg+Wjj}XKQ$*btP z(G!(VTA4!@(sHSzN$S)|PVfZcie|ahJ_8Rx|F#2E0W=RRPY>K%$rlV31R(~alu7~$ zod8JfbT#z6s3iFt^p?fsw3$&bfJe+2JFBR3=~8}x7cynmBPMy$va*>kUxqR%4>)!# zmy;I@Ylo^9qe}9#BSd)`sojJ$WWhuUT~}GCqdzurhwQ5(qf1sty*>s(jYcQug@xFJ zQrj!mHpPk?ol#@hrO@H)rzUlI`2Ncm)(}>f9kY9x2ra;sNjb2jkc(iJYWLuhm_4HZ z0fm|g&>kv(5IP{z2~ADhv+`NPdLzyt7*5cFY;5ijlP+AkqIRGB$9o1g=+e8l1x*x9zRrkw;p?xe z1+`jY68wVqg~6{BxZI!#79n+3HZ~@NW0sz+#&8JU@ON7$nl|2toe3bEeY+)>O;|eV zz3i-WRj2VmlV+cLMr%u2!F61S85Rj<;%P72^Z=xV(6>)KIsWA1&b@n|$?G8UEI`JgGvRx!(^=-J)Yl9K#cK1YmllQx&d_KaFG%`Z^vEli1xk#Fhg zCr0hTDHEM2*G!POVAgItN`?!4_~_AEBu>qvXEaXrdA85%IR}z?ap3xzkoi@Pix$!9 z+pY``A6RwjQ^oUrvpWkO3Pbu)(er~cpuV$|bJEcJoYviMaLjs--e_@p$+D!CJaC(Y z1;;6OtHBTQ*koiEhoH8Yf#|42(-%p!*lc^nOC2K@MNwTrDQ)}9k4+;(XhFBPdx8+?ji>R$I| zlW1xQfJ{Z9;p|#G1{ua&01A|Z+kSXI=78l{LkU$v9F1oSt z>Lanl_{vn!P8j*jy4_XOzjzY`Ex!yFG;xNYmQ3K^3PgxPKH!Q6?%kUNk!u&@J@%^sKW91RWPjFrapcv}oACSeMop9A zO3b{k1jEk+-UgWd_59dW={)G$p>Q2te*fHHFr6S72BH^R8TDq#$}73V0@0iSzu880 zGM?Ogl+hRALy+yc`T{BjY#5@iuX#JbO%A=HDJCX6&GVU)z7vgF`c+pncn1Qw&K&-| zu14IwzA9L3e*+@ng8UrC+~J zgUM`Daf>{i3Go3mJIn1f+{BS1N8TIzLr?uAA!z^;+x^2X3we+BM-bqO# z;LZ`7@7)+I6;*ygDX}tog?;0t;VaNUbsp2OI`O4_yR}~!v$GR7YvO^J^$Wdt&qb*6 z5to4UPM>)}&R$?}2+@mVxQ`HG$*f(W{+~U2*22E~!yhmnM4f`xfONZd0xjfV#2Wm- z`Y?j-g-yNGG*>0a1RTbkAMMnAdFWYVzq27Lb{ObsY{Oopy6Lk5 zMZ(_8N{S`_dFL>@7rn1a|Nh&Ei6PZzJ?X9q@8S!Js;Q+{d`7+oLP;>Dhf zC6*2CnKe!ff0?BndMal>d`yD!@6Ovoo?fokfAlOS@7cB#L}oi;Q&&{% zA=1)7i2W&zx!vUDJHuFG`v7KTQ0YgEEXNTALCB83P*`NKC%@&v{cQ$Cr$C>>aCz!j z*`Sdgn>TNU@iD_=6HSch>@yn^E++hV(H!3=mpoZiQgZ8m)b!@@T(0f+H=3y}r8z2< zDN;&F141DRQE471N`sfPD~OLzr9Vn<5&{$PjIvECnZsDmLNtWM7* zf#MD9)@RTcnq#P{-inH|Ar?Z0=nGDbw6p^D$o$NsPGk&9$CN)-fCw~nhyQ52-H4WS zI)Kgf&2-BM*#_WuGb>xTSenh6HFxZ_7>C&?HwC@Qu<4=W$J5Lw%Q_6_VKnJzLT_aY-c0)4oR(zAGk>6&ROc=!&w9?0tF$a1n zUuXQ8KQb66V5;-wX!wCSCV4c)w6<~n#qkJ;V|ZbUy-PgaRcK#gR0GoPst=WFd|`JY zok0muA;x=RdDC#g}s?waij^-(!yKR^Gy!{P|2f^k7JHSFpsRBe?HCZZm`FD0R`0+B z8SPu?RztH3N_-n1A0Nmfwx^|qo|*jiQM^z-GK}tLUTUA;C}ReD#l_YhImdHpv|`%& zai2?O)oPly*H8EhgE&@4XC&4rR0#~H+(D+Ur8VdDbmw(1&>rs-9;H!H$ys7rQRv$8 z@_f)Pv$|kob#3kbI8|{+^yE0!Hy=GZfAE`HiqEHBp1nOd90;N?cd+jBY!Fo~Q6eiq zDcq$ME1+b%)FUsaaCQQzcFg4dME05UZ{tlWqa;dlJ|@F#{pl1KDXOhP4;u_&hl;Qo z7sAz;3J?`mK~C?L6d{oCT)TL>za@m=@29zKcFqBD-WRuQbaYJIq0fXHi4upBdmQ;< zz7`lAQH4J&w0By$qipo|uWF0?WxXR%=7i4u4YHYEpIunjk7^e;+Wn-5x$~y( z4cq>c*vr82NiMcFMo5%t`{|6*2HG!PtWi0tqNSs8z-q_oUtjcWyqBME6wy~|WS5?N zEPOPLUQc8Qg02Sbw&Nj0@1npg=Zr_1k5YRzm2Z+n4D3s^xgIB06k9;XWhQ=BTz zXay77aFV4|a-ftHc+2WG`l}z{$DV5%AUjyso1HWkb002!xNk<{gXNeahNKKFDqZ_V zfSxASB~GJ*F{TAbnD5~?J&|3sn!;bLX3ubd!;J?`KC002

      peDb@kvr&ZPmHS#PqEseBc%)k@U06UUEJR?=^MxcQ zQ*^U>=3~*%vxkRA<~$_$)`0;xe}6X8mjgEB*UZeF z9_z*-?m-RT`$f5?S$=09wA1IlzRpmx@;-f{Li5DC_Q=trKK1&5TLjPOmj(s{;uFP! z?^3EG>d1CJzIC8iC;fyBy?*4}>6Gni`*4JzvUsI6M9-ZpgBW1JrXElb)P8r zsC`hMJ~>h?zYSD`;5`={hbnwhN-6~LiYC2dM8w{T%1WZo5dmq{I=1I6tN)7P#a+m6 z1~d}uu^fZ%yn2lm#4hda|Q>Y zK5EhLGBtH~Gb?LxA3m~v4pu-I_N}^ZqdS2JAK#}HA%^3=ll=f zL$DVXi%oYhKn-63_=kJlGuDV+9AHXd?v|rw*PX8T0OhSA4GOd)ii*KHh?WO1m;3$u z+K7mV(UU))bDltc(Fg3N&#)NqpFG)&=N+2}RB#jt90Cg@bnRH>$OBTQ{(dr4yNSgzVtjCDvy-AoO7K%0iHeDf4 z>)AW+RH9Vr3Wy$x218F%MvCGn9i_J>W;P`@A;~VZ=nm$R1T@&Yg0v>paWEOeFhBxA z-@W5zKX$ETvr`8n#de}zpVC~?Yu$p@&m%-HkJs9*BAYKNu>S{(L zxWlGhPxAyJsXIY7hMdLdsYXE;?Vxm+Vpwh9(p~km+&>WSa_}Kk2n?rFLtk(26)d*v zmG9OPX%!7huu6ib=mro_oM0M;4MN_9A)v-0cZVrQjvN6X{|qQkp+JsYv|(0u0y1Ag z86F>3))@Lvy5C#$e(B63eHd$^)aWVCU%XKI>cM>zt$f_WJB3|LuIC}7W!g?}L^ofy z06Aa}SFL8|-FpZ0f8;`46H^*A1b0QdO42+3+)^Ni?nR!Tal}vtLs}x;K1?0j#$i=m zpz(Y7_*B#Orb8>ugOrRez$2p38GG(|EtyCFTwZfjT@25?_%b=LgMz* zezsKkDW>uB=TE&FBoWz#4Bm1gcAh+a+Q&LJabi1|FUiVjdr&jTq_7UiZIv+XkSOuWt{dxdfbkMmu990<-65uIZ*87rCL zz*=vPVf3CoiiSU4^Q=(J#_t`q9^Z4V2E^n3NH4eU_16Ob3VM)@@(myN8Zp69-E=gv`@Z%M~JiM~`58<{0n zqEc8^wjNpXGs^6Ohu*Wla>MIKw7hTW70#Vohg?q$s)_XT($7y90Rcjp-}>nRqbFN? z!LwDv*V^yYp9%8}6nAjP@5K&7|D{;-(ZS}LDwfuBwCa|xTDQlm^!1_Dpq0u;o6$k0 z;O)z8edZ=6_p-7?6_u2TRPL1iUn(TGgS??=Q7Q9vMGEQUQEy^m+J5k$a&~B9DAG6N z(FTS-` zDD4m+Nb=3~b1Oxc(iOH3QdCiPbBxr#^v$ z2Ty{CdU$%?fAeNrU46X-N*M};1oDV1d(gio0pz1q*=*HcT$!LN1viE^6a}ak9=0KK zfCPI)>k}d~?Kn`7TRRG05TRp>&@CE}PLNd&5-iBA&v90iiRepdqgh}6!u>?-_Q=HzEID!J>h<$>F|Llnz37 z9rSzvbUZmWn3+62fIY(ci8wD07D)&We12}VVp{eJfBSrT9f@oi}Cf=W6g zE1*58bL-aJxo++#JA?Tcq;90I0^lE$;Z_NhEJ<$fyo!pAFLs?p4@n^`&h4*kd1Bi} zS-(Mvad#v+CoHvg47T2&jIw41`~-9B$Clq2i@LUBc=D5S>82g`rRHu5)9;?ytTKM! zsY`PZREaC2bA`{-WpxxEI23GrJ}E%|Op!yU`HK}CD$0Lx9|_}(*Cvb&?{2l{v@LuE zeLLs_m(FSGXA0`E?+n1~34>gE4Y7bCl)q$K%1Zd3nA7vW3YCk?zpHcYT@2iKMT!av zj=z3gF?T-Cy>H(>m}Vl6J*E4Qocsubk67fc664`ny>`pNONv5#jne%GNz0%j4>$a78Gbwb)kd_mMdyt!MPI6$Tkgu`%)1*1FxbezVA5B!4-Ingvn}W% zK7<+N{{8!JLPEw;esFGlyx^f*q*Q_IzLggW=h^GK|Bf;%`rL)NUwxwkO6bG0pc#M(jAEOKU z1~;yrc~=m6snd$pOs#&uW?h_wa|pHy&mv^7VdH(x=!K0I1XCV)Tu&!mxmv3NZc7FR-_^}V9!d8?$bR0c* z$5FJ=u|;zFl5E)EHN!+rga@d&C&#c_=*uzh|?79>FW!@B$H``+2QiOrOW%*Apa49FEUc`oUhdbUgFGD!u8V~Exu9Sb1ZKtS%&e@dA^*vn<;1*sLyBMc z#gy2Jo2h!mOay&bRc(UsM@ZAP(!iKedo1?h;o)3J#U#pzr4GoeE?(z>WCqB$&KH*r z&?MIp#+Yek3ToqP9f0X2iv%qF&HMMOE?&HN=Ji2ZT#&3G0|SHLl`k|04Sy=zKTEk@ zz6^YC&z?OB^@~J`ww=0740PbkSg6WRmR6yQ7_UD9_*{_KzQsgMPu^e;$fK)QyDC02 zhrYyZjJCG@RNJac*|sbMCqaUBN4G8*z@BaZSs1P9+wh%*i6Op-Inm|h_9UaGEr1TH zuft9a@o{t0LEOuOT2z)~P`SS$J8Q8TA|xjN5)f7K3s1m`mxz79h2g%q9Len-UiJF0 zbETX8zK_OGE{G>tN`PY5e)vB|>p}LiD{mlRnKpQlfS}-~fMb@=Jv{Ca&?F$Ro*2U* zM?!a_Pyon$IfhzWw=E6<*AT8u`hhS>j*gC!(*2bE7!%57*e)&Ib3@Dxt zp_tCuKYRT6UPi_-_^dhyVq#)=Z0*AKiL(hCv7x0epq)zrUB7~UrF!C3TD$wS%z-C( znL_`FJt_JYE&}%qhn9)`7dW4K`)ab?&T& zEtN3QmXAqEWic0pK|DVp{?QZp{PvVfviguH@Ly$6F3*5}`xs-I=`~f>7&z!Ba_G4!}=*{4j6Dl|v+#{hEXpQ5D!1 z@tFn&{z@#xDx;!AM@O$`VtRxoAJRn0OTiO*T8K>%mIEu{@<2!9K00YD*KBr#SD9*datK!?x@qRgy2)KJL;n|P^M%F?v5-P40%TF2NvXTA~oO0A4uZdNFjjQt=zwA%*Whi& zYXOCxN{Ls!OW+7XhnKQ@_wIu?YtCrGeWeK7TQvIYzvspO5)YiRMz5mzl7I!|9k-W4 zJkQ`SiZ26dpktc#*KL57`o)!b(dJ1HJQ5TNfSHQ4W?}4mC?K+e;py~_!XKI`UuWOI zNedKkKOsR7%Z%|Sj80ns-yaucFJV3DF_V=(E6ZzZ)zaR}+1qDlE(~qunf;KIj6|-N ze;uSAGFnN%F=kX$2{>})43ELQiv-2(1z<@7n>qIwo3h~ha{(~!c@7OId!m^O!INmp z@8yHIc?-FJ|E_#btem|2_NnZmgDl0(Sh+jM_CAb|Ay5PX5g+>bv676#!0_tFLGtMyucw3!(!Rf;S~L6ZhCjNEq@2Ta&<>O)OY7%J(g`9Y4+g^DqRT0P zfq{gq>_2dzQx7@$IG|%Z{Jx+YMb8?N3>Z-T2{SEh$i6$WO#g@fJs7+4`rmn)nVH>& zxF2@s=1piO=R>OM2KxKGd_Qh+ovGFB>1jK+5-`d{TG>>PRkzwIyFDm+{G!rtk!8XWIObg1{_KnR zrlP=3F(svg&p@CS6MZqF0A9`K{r(hwLv^#~Wm?3+0W~SQlyMpFaIaG6S+3Xta;jx>tR* zamy*NFcs(Q;Z{S4Q(*Bi?ezG5L(%&wuZCt#|89*Y6k?T{7Ptfz1>p`Pb^q0?SE&w* zVuW}=Db_)g8Xkv;;TIbm=0>EZD_P+AOMrtLlGhbvLb_S@2*sbL`xqayQ{XrVQ=YW= z)nnM{re$@Y?CPH|H%o)KPH3s5zwqG+sST#xKR%%=Of0FrEwBc}Y31(Xc=Hd)Q-tp+tM%WR{-wYx{o(~Gy9>)5K9Vj>rRJ_ z0pQO>wg>C{RsUh}Y{DGy=J4FKDQqo!*cOwC8wsN+1)L%q(0SaO0j>?KBmk_)OL;1a zh18HM8L&@cIy4v8`3qzN<#DfR*E4we$o2ymBdo3@h8BrA#d9GHh{Fsz5nQ6HU=Du- zuv6TJI?Hw0)#&URpnyNQ5QqVkFj}wP3xQ*m zi2dB=rHOSL$(aTHl8-o7ZAT0zU>rN(qmU02IUl)rZ1TX8k`}?tpuXh`@Ea8s6@mC@ z3p^!78Ci=os`6GgXgSOuf=4ql{%RSTClJJ>q@`&HK84Z_7yRYyl6Rr?AN1S7X~E+^ zV}%N$V9d2F&U2uxTn?mTm4O}%+JS3<&($+5_GM3Zu@adH&F3#jP%Vp℘{~pnHW- zAMYt&4hE)Nk1S$`K=oMM3Q$KO1zIvO0THn{UFxunW*I!$nuF6PBqfL8Iy@67qM@_0 z1>@G?XQXygM~4%lsaKKflPAMdBf7xpPNFqnoC|QZPm3AuESzZf+-Y13wS(UQAv?tjO4#RgsXG6$_2XdEdokB1{2dE8h_Q&swIQCoinlC`5e1H95L4 zolzXYeb023e1gZOy)Hp_v_&q19tJmeR1+TdIP9Y0C`b`D5jXkuu;^?re1y;vKIe+Y zA1pyW6hNEJ;<-LNWS%$UTK0B1-YaH1R5fe30<$46CN+a1B1rs`f zR46&btP6`5Y5FzhIB>w9hrLnUKa&l4#NWX}N%X<&*}-FEAIrkR0*G*Kw%zRQg*huC zuwpcMCmXfw{xI54cQV8A!T{FaQxn6AN|69}Frm-z5X6=p%0yWtxEmvZT|C-)dc*_D zcK9}h^lo7V(>6BdH*WcOQ_cUd$ujH#A{&{2Q`%Zv9g(=NfW1Q<5Q7xz3^WMw@fXyR zsUe3&S0s)d#BQ$(z^9Au!!{uyCQL3!3M?T@ZPI=Fh>`@QA3a(Y^hE!rt_c`svgxcL zxuUibJNrn(kZefbm(J=5SjsBu*0mFenyn%n_8AeO1g^q zB?t>rAPuUqmmU+8E+w@C!up{bRgMoHEGPTipp-l5cKrxgjW{JuHpK05Y#T!E6||YS zW&5XEZPYDEPkBH;G$iB!h}w1$5jJGtufU$#y1EYl@j{GSvKbfhjFBQyO*sVxH(>jN zi>vDc%oB8S7X*2+{?o!UenM*jx$3Z)0y%>u6Ht&4w0nsX0k%5~fDJn*BXo%C6``~s zGfqHw;b$&|%l7+lF}W_`E3o-|)QC=-@8$?xgb<~wQ3@Ub);M8peU$7pLLW|N#O1mBQ_p9$@=}5A)(*tqQ#iK!L@&3Kj9VhdLkSM&OlPaR zUNbafyMDB{q)|HtF@&C(*d)2YI@scRAYNMcH}+}Pm#0;oO*wSW$A{@(mCbwDy;Fw% z-ZieWmh2gCMn`88G}AQZRZGRO+~(hI&-d%(^yS;qZ?`Q8l%DPSOMO3&F5=h8$9`H0 z#JtchX%`o-La~s)h|oNGogWiEeE1BoJ_2t(*?$~L_TIt<3m?|fhZe-)PKlXX;j#3a zi%ZexvyDq@6u{!7f+vY8UCuvTuWEi?{ zylb9K`tS$IsNis(SEui{-4~|q_i3rBqc(ZwVc91<$`e}f#csd1EjYgD`9 zL7NH>PEfeMj2AyBbY~q`;K%V`T0CokLfLbWii!Mm+LgNuKi-s4tCL?hy{4?jkN-Gd zRuQPKu14?X4EEIc1B<*%OxzFAbm6#ZZM4P$)dkh|C! z<43fk%uEqqO=|<7s+7vfoObtP71#*Gb~~3U!|pN}FAg6{lr~>#>wWl~Igv$*_oXy? zLRaYmGAcz~v^;7I4V*q9)KgJ(R~Y!x{SwpyHO(tf9a-Lk4$ z)2h?k08kg{{snGvx6C?F9>_=A=|#sCW+sPnzRzk|Hkkv2orU_~J3E+REUzhqE66>k zaZhC%oTRdFPQ&`5Aq@A2k1JpL9`s_0Q3oxKroe$=-lpPdhMJBV`2$5i2x9h5nP#i* zfRaGbW58)KtK&R7FfMW!{{yC7C5Fwj=q>#CF5Kcz%djgH=e7BzNP<{QfJ*fqW=9;C zAH~eOQwFroGc)CnvA(IzM1R`%yZAj37zLi7Ju;(nW2Nukz1xLbyp)wr>}qe{Udbpe zN$*cAuD~q&Tl_T0uscfza_!Ds?&rvH?=v%P{YGMRjWb71Kj;Qe&TO92Lba(B>YnQ4 zcX;Kz)q0O`lUe1eO!CkYM^QOPm2E%;(i$4|LhUem#vRMvf$8J8K3EfXEONfs^j2f4 zV9UZp%9xw6?T(=75`BwyS#rV&HhL5O=S=%9gr=uk`;A0KMy9u~4aoS@=Y9k39gRur zyoa<_vjZun02xF1Dw#ux#e8xN$%cJyYgzVlL7|^k7{cPFINY70*O>a2XRUj)Hrg=M zs7{SqeTAZ?W_FX|{fjB{Kmuu>OtA-|@#sSB$BTUn-3|-8YcE?~=EJUSgvBl>mNK5e zN}Js6Myodp%rq;oI3S&UAL;Ta!0*>&{;#n0U^_ih*~rXcgnz89teaZGCyAV zrxzQQULxkJ0!RVZz*7|RpK%23cqWoKSeiB2><4MG+hvFQH}QpbaiOW#Wcn>mVZ5Q* zTVUg#KRQ>{ZYpYO`bA!QBch{AIGx!%xik{4oYJ)Z9ae>x-)xtkaaXg=Pz)Un~jngjdm~67t$`aR_ z`^8+DX*JdeEtCcOIyC3)aWxb!41g?leI9_}93qDhwA_;OQtaLlO7E}1CGl#%p6ul& zMzu>G2w*)xDC}dD^PF53T~t(b>28~oM(S-HD11R+rtgxIE&TM=FT+TF1jaMdJlfq? z(TLK3z+{yE`<*`)_>oR8CC|*s=;#BbBBp*@hcHAUf2x$GM}2cLnRCzqrBH@GEQ``c z((x(g%ismLEe-S4e2u8=zPDXCQzTr_(l0#QAVD`?3G&DTlbd z^C9#CB2u>Bj6xga+Gt1NE9}eQE5(%riA>b#W;C_9|G*PCDDf%k_x?|;LH`l&S(Y{9 z-m`RsOc#Q!2(CJWmnWVr5(*-8q}6fxmW)G~amV@ll)e*pk<8HDsA_aroVRLoVn%)N zu`cjCXyA$VRCmdN(h{(Mr3~N!Cm)3})x)4Y@JM{FjedI2GRJRm>e-?+%w2bWJ>Go{ zKA|I{-*!}j!&KGOTtf!28u(Z{ii332Tr~dvu~ySB&bE^$ZQ|$6vHDW`UW@KcnM|BkI-Gnb`FLLJo zTw5wS*=Q8=7A8xLbH@gfNb#^5`N}+bMIRrb%<>0Grm}8HTru1e@~rtm0C~^WR{h>b zXG2)Po{5Y~lWYg^VdkJD{^Yn4ONVMeOV&|(gwp8Ok~`(-U&QqQ8!-P&jA$`&^Hd_>JfZa)}eGRkaTtN9~S`ih7Yb*&jt})scau z%3gO%Y!P-?7z<*J5+xUm35=q0KhpIQZBbEJAS{e><|m>reB_4e5PmHCY9T4`Iw{Q` z($kMZK9E7TuM+dCtg3nqyL?d)u?>FzosMs8W@QovsNMuepi^g@GJz*K$RjybB6hrd zeY-2<_`icw_Eu*C&9J~&yHLA0qeY+xWF0@qDP3fK;YG0QODDG=#(R;5RU7)rbcJuW zGPB|z(C+3FO%Bt=S~WJOYgU%JH;TVBANbH03+6LHaVUBWqqJAE&Cb_d$$i+wSzh<*+H2KquaP-0c z$^o$hQIV0{5H5@Gu$iUg1Zxos9t!jN;7ATVP82^Wv(4gju=Cc}Xr3O0nPoB86lUkw zL-vyyDCos}H=$|c{m|Yu~@o{pX+M>70Afr2Vy2}s7$pSX34v)0qyw#?^ z!+g8Y8gJ?RgJVNaxui>e2)9X}-80Nx(Zm8 z2C*93uJQ+J?0+!?ecSuq-_vF=Z8r%G@iL2y{}Frz4oCR+sy+`uM3W+L=lh}B4xsUt z-$lT&8N3klVuXdRetV7`fLEPOaei(6h2de2#9y<9v9VXSNK3X}A20pBw&P9+=7_JMOf=tiKY zW*I)mq_zA$l04I^mh&2tb~kWolYyf-;?;OE?GnyDtixV8^pXw#taal==4G$BH~n$; z94X(Kd&3c#2KYq`S*3KVRSpOh>GoRz7nj>(CDR#^0qn)OaF)_c>hX6t(*8Kph)?+E%NNNURBah`n6BF;0UOJ4k=blps znFDS70Svq!Azh9xF0?EbSF33Sz!)>=XS{|?RKl)Y?w3deosm(oMcC{30j)MR zoBjl=)_beS(n)^}c5K~1{bDkCOceD!4awOQWc(^p=5IJ{$(1A3)HGG}_Drhy!MV6HATfLx7a>jC#pO@loRt|VTVHlFSsp0fa9 zvJ@R?OZ5YKMPAlCiODxW)6l~5N2CpnilD+2>OK=qu6+GMUhD{3{G+jcEAjn0SCQra zmBJFe(i#kGjDB&Lp5$&kP{mh@!|q_AO;GD(jIkXLI(o((>y~KnPm$$ORA^EYL;>y~ zL?(?VF4Gg~jY|ezkz-sxZvW7wzNg< zdv(P0+75G);o}|Ro#Lss+KrdnwzIa>?MnR_i8%uk`7Jg`NU!$dcB~4N%utvrj)`Q$ z#p>nlJ@DBbf1^x@FNh(|z!*_)Z|~Vu9(=%Y-W50^HgmLS4y&<< zaJw!iW=&~N=;!Xt$sVskSi5PiMofzln=pwq`Zy7GOiCibfh;t)&h!HhQ?;~eJurqL=4jI$fKNy2X(;99;BE%`vs4tzjs zai(^peAjdbzM2?UN713n6Ta;L#Cr4wx#!+&{&Kq5*PF1*ItBhZ}`P786T z+gN#SW$fgD3lg|LUoCs9CWpmgXYodzfF%L4^)oprD(}y_efSuqe-gmyHn5AZ1zA0m zSy6fu618v2qJhz+*i24>;*J)GFA&TUWpnxB#f-B9H6xy$8!xUU7rEs)Py@+DUS3|v z(V>HXVsFI|uF?8=0}5b+agJ!tY}3#vnoxufry&=yX6(e@9p?k}wFlnuqcoEG``0ZG zCvg6cR8u<|=vrq%v&G7SkaUDBGH?(Ihk=;W@ClgY9AFHXxpzZOR(9f!F!{@@FjbB7 z?S<*??ncv6!+rvBC}K>vIH~dTzY%4})}YYabcqsW*_$Ou-heLVJTtUfn3I(+9@hgK+y> zqYIc(X@zB1h|Q08u++Ld<@gGb_dnd}Eb>P-g@UTqTg|5)zioGbnIiPO{W^IM@gxfo zgg_DMX>WCtMT245KypI`ddiJvm1haaT$m~lCrUISo|97_2{pJS|NoDs8^m>Fve6VP zx;7M%WNwWZ{LaaZ;1H1Id@n7AZDO>UhRN zAKn}-l(*lH8T;1QT#YJ|-jW*Zh1bqL03G3O#4)pP3 zbItZu>}F+redInSs39HmYGsRH6FGn~yG^^B@D>qEY|{FZzo-Z!lZCZA*Yy05L(uNP zyW6`##?Jlqy-oNY9$ohrz{Xy(%)u#lWfc{>H)$7h2E#4%yRqp>?+4TYg7KlzkDrSr z;iO$UvVL+I0S@5SDJ*daiDS)WOW&D@3$prH4JoOCu-D9kP5f8j*w+** zT-)Zq2af4N|2t^cd@k;0ilsZjm+)&7k!7?`Yw>8%e80YUZZ(&1i|v?2P%#-~jvB#v z_d@)O5S}QijJw)Z_v+ZoPYbzBdCPvIfCJlmLG4Uwo&s)p#f4>4*VYJ_O9*R3Oia@? zBdo9rv_rULz(h%E$1+LRY(k#@00L(CBLPw6Z`o{xL6I6YUYszV&STCV4vr(7s`c}F zZN`5U=UNRZQMCTQ>bSjs#tCi$=Pe<09z0^eyKf16v0S8C9STN-=86LBx_Qg@1<0MzeNJ2ix>S+p3`{clk1 zf27KkRFQ9lvV3mPcHu|kbY6grr+D_Cg6Io5+;-~*lq_wfCplS0(>UF#x1xjU2>>$@ z%o$`O{$}QV%be1}Sm$C%sqN5(RW8_j* zI!Hj=CNJkyQuzLNHK?szzr6d$3xL!7&v&}D`6D7Dih>rp6zSke6J=gpe<2oTG94dGb<-qY78x@ny_a}@z ziO4VcM!G@0rrJRuu)AeO>sX(4J`R)b=xvYv@&1BCWNcUaglK)_znC$c?>WUat4r(s z!cDRIkr!@F`C@-&c59aQ>BZG%4f_9JIjF19)b}}(zF3Eq{^rw~EtfMAEvB1$hG-LT zwRMKecqd+W1sMfSENab?livuM`28x-t?6`IwAKf)C@u8>l&5?n)CI?9+i;<0$Cm#; z<-K`S&wcyu{jJDYWEN6MT&4_Bkx~+wBAE$g$kb#e4TMOBGG(Y_NR-MvC6wrj5+bCM z$Pl4OgW9jtz4zLCJ?nX%{j9b3dj8pK{qFUI=W!e?x}{!kz{++l zk~c4LE^ft-`R)JXA3y%Thy%{d=2nxV1(BQy&ERNGMsE5)zVFY%DpDpqu&CEz4_$2J ztVFL6bMKm!i_YI&$cmKm-CQEdxZ2gw?xB=iP4kdihP) zAy|92p5bO8ggC&~yM5DLYy=ak{1~|aZgbF)%Um(wPe5gF()9Ew98601bQ6Bo)-p=k^Q7`$b z`6}NUM=P)Se*<2RY@Pzp`7a$`Uy4!A@ZL6k5p+|s^u&oMt;4FE@srn46rQBE0X7(m z66uJZN%gm+e%uYFWsin_qzjn&1=R5gh95V6KAUdxA$;SnlzFljiubgn0^;ZH*|%?g z;r-n!oOr%h>CS}52V!0lxoi+)BCQ=dOSdn-S2&dy7Zy$kDwH-5=B^*@u@q(L^oxS{ zatlV6-<)}ExlIu0%-7wErAW!1sT{4$>+zx(nPf0!WDsiW&TCvh=cT`QdHufp`7-M2 zFl-Jw+k^u3!l@S0?w*;9Wa7NNy?ybwkg5C-MWE2KfNZvF)>I65JN;hn>bHTa88dHs zu1WZw$dwv-Bvigsc%S-l4F!ndVtF;62lsx(y;a9gpZ=us@O9;i;TH!Dl1^@j)3^Vp zy6F<{`g-1P^=hw|CH-oPeqPq|`V|oNkQ(NNQxShP|LwabO=@)-b(}iIb;*~57XzQF zRc%w88S-yh+U4t;Tt8n*L`P|~`YSg4)9=+@qjbxjIm@`DQN{9D+miTlKBJFQWry<* z@Ayv+_3GU3UV6^$#=q+Qe_**^zki}E+&7BiZg3l;f`q@p^Jxvs^mEoyGyu%0W`8u{ zGb%Lc!iNY7xCE1WnuF8r&YV4)j;z&==4Pn6iJr|l$Gh7E#HD{5N4)`XT*r(a}@5XL5*N&8i6Lb1OojK8P#YTj#6D5Oa=jZZ>qzyG5& zRMIy5pQao8U;57f`$T7BW)ddxS0A&(SQq2V`>e%7-nHf4u8;Z)x?8NSH0kyXx7&3? zde5;G@N>G$)y}|94~6Lj>-f4n7vxV^?;K=T+>@h3v>^aLEr6rwzt&#ljJj{r<;WgN zfxjv?_7EaB;R}}Lmct)D5Gjk`_Lpesk9bI*1Hi+l@apxhA8w!n^{v!7!9yjk(kmGKS}=)Q$Cl#^rsNBVMmdy~G;9o8*%N%;BfFNi#}$zc1*ml^P7 z;G@dBG_kh4Hhrge_1hWCGlx~&HSpSP;Q6MJ5CP}8KN5bd&kpP1Id{(g?PvX;!W`W5 zaW2t7du?$C_{tcl)YvvZxMb%-a|>O~JwJ2uy8jXB$QH>P$h>Fip}go-XI;V7Mc4ze z^gMs@-*&X+|DvibBDddp;IA;w{-S=U%v|IyQ^ZBeeG9?ObnU=3nKa zjy0;;k8!VkNqhbw<95A{)kiD;wr>-Vb13Cr=7a^)U)m39xAfZEL3R@-{`7tC^5@#I zmx-qLwtR`Cl(IQj@UG>c;_|nST(oQ6eVn{<=9REBYcF@3*!|3pJBm0 z9NTUr{P+@G8~d}ORLR?=c%|mvs^oP!U4D=Hs`2xx?UmtiJNC-eyaAE)-k)^giN1I&##gQUsz!K<;PHykZ1|B&l7(75uCe=H?(_E`6YY z%IbZMWXV-jCDvBGzPg;x;k*ko;G6N&XB+&WSTX^VIZrtSEfVDtjQ|6QgAE0vx=Gd~Nn zQI6YCB)Su0&qB)OVXayk99FF-r7A$mVTKMDg0KHe{}`kg_r9;E$4qnqCY8O+f$|9!hj(2b7v37o1_sefrF z>+7mMo3qc&8^up7E^!Zc6Oksz9$iCn%BA(-1)haj3Ue|5Bt&^bHROsk!G%l2= zDEG+kgjD#X!|aLlfJrgqy(^!DiE80EGe;)y$WJIRMF~So_G0oEOL@TW*aA)t>wjhm zmBj0Y6mT&68D)EdxgEI(Kv3-`dnaoQFGOgW&Q0opT&$=nuh#4A^{>}N5GjP@4~kEdVh%pPRDT@^8sorI&d$irH3+}7`3ub8Luk2W z2qE5I`+PQyM-U(Ts*ag8Y^9t9M`}Dg&&a1_IXpD~^ThmJz^rOV*z&zniL)Z}hQIbQ zZ4l>U`SRMl{Mgzbr($Bp@JbSHeIjh=f$&_QoN*4XDJD>h{4l7<-08JPph(nRsgR1L zTWvjcQ72RtPy79QEy}*qgp&0JvJ}rI{Ce4*g8i@R%q{NJv+a>s5bFtXb@G{mUgOF+{%BX+`5=gOx4D z?d9b`{{QqcxyennwtL~_v*#+MXlT^yiZ)_7*B?=~>!qnn!{g*rjNgKc?n{eReg33D z6&~SiFk!lKG(dn^Syi#~u!%G+UO&&wdM6Z!Nzvh8k<0LvN3zlALYHBgBLX++ZM<;?DQtxNV^p#e~UWbB>n5W<5H#ffNx`rsVS+r=;rKy7_(qmG0hyv!}U!gNg z%u5T1J_m9NjQ_q|5S%t$;@3CLzRt58VOOq_|4Yz`isUY4ySW$VGA}%pBQAa5=V;GA zpJ&nZuMy4_c~22Gp6Q~L5_#N&uuA)9XJ;N_BrTE=vZ^2Fe3Ykh#-JBAdz#S(O%q45 z5TqhVUbV9_&DPZcB1Jkq&#%kESpN?q;*CD@yuNHdT+-1ugfZaT~0jGvF6(rn;>~9 ztO-F>r(JN~4THDt$-+2%goGlOF^uyJA?T%2y9O85E-1N?6mjj+fSS+{-=iBxlq48g zShZMZq0=n>ZnJegGMx=GJ*^#GvmIaDc5(j7cE_vcu^ZqR1_(?9DWDRk(C z?orvq9ew@HYr^*J*`tjGGl<2IxpVbA*RPi(7gDOU8a{keoz(Q+ zVVGXAWMVeHpThLwN$>G@>Sd1TynDnDE4;vNfhFw<3u|K0G+XN}V){1y7qwub(2r#~ z8`Ab~bVdKgn-SErms=_{pV^BU1s|7zVl_tOU2aqc=d1Qm-%@&Adu%T(dn71uy25B> zM$5Wcckg})E+?`xCt+P{3^iqj7uGj`!+~&%h8Sngi|h$}rle@mqQz`f4&E1V7wLk)>@$FQu?; z_hQzbZx&BG%)}Funfv^blAU5MOmU7w&VqH@S)~W?DDK|95#AhksKF#Ppc)#}lBFBZ zM(3crMH&k^UD;QcbrByPO7GTTUX}k4!E|4}y@_|@9G|;y+`L*R*NwqbYR|~dq*a7o zd(UklMw}370US~JK$Du~lP6Dh!fQxe?b>uV2&m=-*+^ktUxo#NfZbboZF=x)3j<0(huI)o2 z3C?)|6npK&ib!G|6*8MDrqW_2rx5=;oIcLaRTPvYQsUtNwLm$P6iECYZu9iTy82T6 z^XJb?Bu2lHsdM}OVp`bbi7js*zXO#=`5lxDdpvr&sQ=CCAEQ`fz>i0=X3co;5RaO^ zA&rs3I5jfSvb_JsEp(Hy7uCJGB3sG+ZOL7CJvJjF$(p$nbx}p!p*N^^b;b_xLyM#1 zW}^ZUtFY@SV%Qcwu4`}7qr?<0Ik^r@V+v*SX3A!9$Y9!7OgY7z5(}m`V3t;7bBaGA z&+}uGh4t8S&#l@YV|re`3}&5+JkZau{mHWw(+pPEY}!wJ z!jrKEkW4RyTD_fIion{-S*l+oqvRyws&wCi}zmP zr%xlHmAmLhP*m)qq{MSzo4;0V4Fm9_HfTR$^2yrDiUy{P@**-d~?b<6gGvA{ya>X)sCEQy{WOkf8MKCuZ~f2U%`IOXLFnHm6dB@m+Dg+XJ1><{buE- z?uX62wUAmSbCzZQlZw2Nl_;(xirH(Y^6fV5+}UJosA=krlbD9%`g*IZZ*o&f-(`(s zYccDX7qP&jf73j*!hxzs?vW&o%qLGUZ&&&242ivj3duB&aH1?L$rESbAv0%oAY$^U zeYX&^Lv6I)=I1N$Ld6Zb-N+NoFzhDDVuM|j6|ts1_trn6YG6%8yKd7N$YD3GYYSXg z^cBP_)Zqw{YY=Y;NU9%ZcsUyfSdR%cZOgpE9XJ<>loG2M%rvK9JSjo3 zid!5q<1u>WP8ve&^P-EIJRO`4hVVPwKRx|NB7G%UkeJ;cPp^$3LI6)!F*j;tQ%8Xj ziKJ6wtjhI|DZ%6W)9zQSe?!et$Vqz`FUUBDA20Ol9EWTZ=9NMFxm%h z=y^b2qqW~Ve;gK!2M*le|LF9@?w4*UYu-^=yl4?_iw$`_xIb%m?;gC+-l?DViRc{HVZt9O{`nr8e2-^4_7pP~gn3pt4f!!S!!li09O#3WOTD&4piZ~gR0 zi(vt?>S$Q-a)1-?otg7?G9g}4lR)CUg%P`rb!t3Z9876r243dOc}C3BklW_}Cm{`CK64ib>)3VvZ?RNj2YEy>qLXUw?yQlcg_H zv~S^<*-ZD4A8lkZ&veD>Qa^RxYHzRV)x|F_HexSWavw>&oPLi#rkbuK>!pQc7Sp|q zJClXaZJlqck9FiRvCwo0tOqs`-{Bd(7PR}5lG2~I%(lA!&O@R0;-%tm^k-Vy&=o8C zV>kDm1$LXvQV9X^*|x2r_(ej(4?#Ed4Ri;4*?N%mbAP^Z(|k+Fn64$k#3?Bm9CR4v zij@!1fNw|;1+O?C7|M-@Kk@;MNrsoEO`o2WlCpW>0RMMbvmK?tHC_OC`XH82vHIC z-6Zi!wL^yv1H8-e<02r!c=?B>id(caoVyR!o$137D=)Qtv!5TUv|h0Te^{ZG()Wa2 z>icqH9O|;B4^Y;K3zp8%&Dwazusg*J{E22T<@?w6=3ec2Xvy^N-%wf4K^~w8f3sI_ zes%LYZ=$|`;-|{n=EY}TcAa$q+f)v&jHl0ndhkU#Z5Hz+TvKT{!m@ z=~&t{IpUwh&5kLdc$7b#*4X*cd%)gJmPZwjb}dm>5bYU2+=y7aawh&}T66rQNt@9O zC^=^v3>!Y&iK|F5EKZ!M#6xxj^k%To(`wkTqjVQN z)QZ!t5VTAEEFpb?8F#B7g0@OeOSx3PK?4g$iL#TAoj9?HnzMku_SBg(NxUb?Ki{?X$Fyhw43<(*<9a>r*t;C80nB2D{pBH~he3R!y zo-HU0!o8ar8fkfWKzG4X4o@fCb4kEf)Ww@BWlPcc{e+N(@2!KyL%r3M15E%9I%*oC-G^xXRxDfY?|=-fX( ztO{2u3i-r*h`)9?@$qw1wG^6v91Q1gb*lHMcbB!KxzL!=zRBdCJnUe5w8WE&Fmdlr4u(qDeLI^uH>5RlBDu(da z4teHLwjZ^N`g<(=`|rqOrtaIR1^;V2=+v-QCt8Z(8|G|WisE)9O&Zyh!8b;;fiRc$ z;WU)+gCR*Thwo{lk#Jq1jjJ!=t+#lj5_T>p0f;F}>^|D_(6mV<)>D1k3^j=1gu z6!i8e90Bz;2jWBedmN<{hS816i(hQSsV@naYcDS^Zf~!VFMUg^?x;;^pFXQSrwkLD zn)o4M9yUF=aW9Xn?J3ygCz1+GtC;`pU0rhPFlj{TBgn*(<})Tv+$6i3$O1|ot|s#N zQlJ&Y8+hNd%6a}PO3TXpM(aDZeTIV_@h8~}ZPu?JOcz2kOV%_s6KRw3wINfTzz3y# z!NjTV3A?QVNJt0Hq+dp>68af_yfe1alB&Z>mgq!0IfiitPdUO5#DXApyzO^A|LZ?J zLM6bLo_vaP*p=|Uefs!vzLi?FH*_XzrP8?qnWsIvIk$3ewbvoACYnNLV@Br6J}yt8tgp&@pk{kVRWO zB$KtsHMA@3o!G>ww>S2orIi{R%;{vx>X%$!h-9uujY+Q<{JT@j0+aUXu0tQJ1&A00 ziW*Kwwm)|QZ6~4_osiKfHO=ezazG8SvcleimhlvwX=osZ@5LE)%KAAhsYerb9 zy@*RTS&u+^jMpV&^Z5%F1mjk=p6Meit1<$59%p7A#U0#ig)Pt>!8W_*wXdeC88K>9 z0Egy6;AxrOU4$uq$e}~$A8fEvYnw#3^no>blD8#Mb8=!BM9*St|3hn{waoZ%-sbH6 z%vxFC(;Lopp}W?7zRTW`!?0$IB)~N&?cH2w=MjJb+%a4w+cB( zNez91Hy>}B1Hslc;b*Ig%E}-Br$3AMbP;mk*WpYp8)+{N53I;u}YNGrQv(sD;#GA6{KHfTh}v*)zy5 zys8pquod7bjF}(M(;Eb#^K&~#w2N6?08)ME@YY8pu~B5pMq_954)`fsfFd11e59gg z0DLE7$~su&;ftcR&VVCXPfsr&&cFvZUxF1RTvrZhfCJ5pM&!6d795BSXj5J@x5{uw zQjwd(X5esq)#1sxg$`T}<{xQBXvn`IFT-M25^ey!C7^;7nQg>&HP!fRt{Ygj!bz{0 zO|Yp_&mKJlAmipNC|_fvzU7G?PwK!Fw+T)A)%NdPl^2|IeN_|i!Fw#;ag}*lcWm?aCEA*!&;n zVYVbEBk1QANm5X|W&rniw>-~#C(KWri4n0gpn76-j{DIjjZW6#(b0`z4u^?vuTN?V zTGf1Dba_SG)uj(s=T_3VSn3B4?zjA4(i_7Leaf!5zkkazJh`s?+~5?h=n#8L{-_tO zy{HWuaD_7U&|NBhY#f|8t|)fy;QrDZnyUEK<(+H%*R5NpvO3zkyqkswH>AW#;fzWR zcr+#^5aPzNX&ofHTFlT(;5{wW76ydG>5&*8h7xy3gTiIJQM*2&VvUKg7e1nu<%{fg zKe_ovXH1T=H(NEMb^lFk=H3fS_D=Iic~d=M{F$r=cD2zZn!&-roZ1wV`qVVnJS+NY zWH#zq?RZt_1z^uiw87b{%1iRP5F}4{UT=&N# zBZr&+DGN?HZ*n;AUl>oe(Yq75>vb1hoR&1mXI+)Macxy$Vc{-bG8q%w;Oe|4OdZp< zIUVpv8qW)!6&~zMj*5FX(=sw5*(c=6T}c^CTYmwhlS5%SHr=|q3}7|oc*f1%`^3O) z%bYQMh(b6bXO*t*HIH`f z*{#9EWDz{G+uz}#%EqKOreP`T+1*MEB*7!tNrU8 zrcWOQMXbXyue<2OlLDLTgY2I!tSlS=q6D`^FTEfx&Ot5=X%d zKiYsg^*hpmY!WKlm7hKp7S;iJ!%RKVzWQRHvXWpB-gb~N@oiRIoEAt0R{-uLey-#k z>|is^A*24001?x4bwlT#vF{exT<3cSaMtk?CL}%1^=Q&Pz2q*n*iOKOlW!j%=;FO| zNRn%8{3=ClPY+%^afZiO^If}jv!rSEQB@nhyURUa&ewe-#KxlyxnJ~MX@*}yZ`9au zXy?-pQyVBLU|kJA1?}Ho4|n#!b<`Vp*>iRYF`-b?oIn+dM|sA~0G8qTTNtu(#rF8V zjYCcHMNs%DF?^i(jRAWJ7s)0Mo=Z!~^w)BIU2+z52={%R^f+=PY;t$N?saS8!A zgk50XU4ogY)Ga+dO*x&XJl2n&nY?!J$3Rt6tpKS7$B*}=J6iO2oeaxi$N3v~g;}o4 z1)s#os5sPK+P!qi0UcfPp|!y?_%v8m4#85oJHe@fhu!6Vnfg8v)Zr~hK8Pq^zV5dI z3;Xta9zJ+5d(IqRf|;1E2hF9KW;^q96=gd%z*~qp_{KGH?Ce=}kE=7B9yEL2joMyT3At(w3=9kcANWYjI~y1mT8TH& zH8N@~sVyTbiqbbH zt<;NJhI@a`HoWvKK(!k@2+VDK^GCG0IwmF|J#%?_Qic%kB1tjG{~J)Y`R+8U^xr#c z#*FPi-r-zhQxd%f3qy&ls^Hj8GfOZLj;=jl9q2=LC`vmo-6q#^lI5z1=3^>({6 z+yw{O^KZrt8aK8YJ2t)hksbcQ(p?L1f`PO7d9REgj%y~u$N*p7S8I6K-0$S43GT*+ zYkP(sUKd)XXjR)YI5i(wk@k#MeKvoW5U(w4G)E^V_ut><46tsh0WB>lFp{H1MSmMh zDIZR0xpCnToFA)>IGp%8C&%zcb05{$_h>#YWwuDT&8Z_5(Ii)DEaH^}5MHw*;os`P zpovo9(87Ti4(+}+WWcW-URnn0p0mDbvm#gz1~IL-l-eHsZZX~bg<)b z`BEVA`|ydr^REouFNx6x3vh<8QcVIs(FdcyYdq z;ECKol0zgVn}2<rtLx$mJiZs3{44%qK0(# zMr}=%ur^F`W&54y!~+Pt4ccer$E=FjRi|(k^dawek^`S#U@ZxpqKBKkS(lfqIH)sP z?$Gq~6h>3#I6D5Yoct=Ktsw>8ZW2Ga*(_ovNfjXXoE#V2a{^f6Xd@vEyrTw0YQA@= zhJs*jJ$H6w6Wh?SMh=AmPoFMdG0mt zh&Rt?dEW)PmUt>!0~l_dL4(?1nFpA<(C*Y|g17}JCOM^!s;aU=z~I9JS2U!JPU6Rr zVZ4<+?ZkE5X7E}=+Wh+Ax8qup1qHai@7?FrqW-z{%@+46ax+fsNP+AW_C2}=93B;g zJI4Jp64tiFO-8^uMv((xO?1H)L8GZ7Zj%YZO|tdiK~0ny1){Ry?vvmlzMQgxlW#l+ zGy2+a$~NvZo=T51QCG^L?I{3mp|gZ`*s{nqj71s^vX z|HH^>JxSMsaTnr(pj`>O;O=4Jtt{b+Bu(mPe49|Ni}E8gMxPn7zLv z=Hy&St;|YIlPfNR=ZuT8A6;b^GbxGEg;G%v1Ce3<{=HfhI|xX7=xn=BW!GQ*LFjS! z>*5Q~_9f+68C;?d`BmtT5`y&A_=0A(n$tDQdwwqgFq(rdRnSG!oG3$pwd-{3*iqug zss6FDPvYZ#2Q29~bllpt1Ia!3j#J@n;s>doge4#pNkTPHipY`$NbcRYucMB4;Lnd# zQM;jjkuU7OIm&6yO5FDYn_4RV25}NC29?u^%7DsI+747>v6-rH&S-N!ElaECL**vV z9{Th)(1L{RvXdlNgF{%e(&4bTI%=qjSGv7ieD7^63uxsC#CHqEopw`|2QQidWc_oy zwB%9Ufpn1~0|A47gVO_kZEi?dDc28~IZ7iN^(vVC_5FKQu+vtT9%XA6efZ#y)*|sjhp>x2 zM+UDOK;e&9lLvRNh>T!YFu-p!Xk`!Jn~?BMTjaW{ZQ$5u@V5)kE#Fqe_hEnd?${wY zg$;=1lWoMgau1_6;BrA?z}s;x%SUM7M{|lb;zpEZiXmtUP^NFEN6-Zy0T7ZbxREE; zF6z~|Ns}#LB~li#)!W0l%b5ihBPs)?9~yIw1MVfELL_hgezQZSP26i*HQB?(cl^63 zvSgt%z-)mgfP}M*o@Z{}tceO-1{{XGV=Ifd0JMdGY%4TO)Nb4Z8>Ga+%S~}*I5HE{ z|&Y-?>;KZr;?w$t#JoEgv0+MN_GLJh0Z_ktZytP1EE+*U;2NBrE|*j=14L_6c#n zo77gRmPM>beFFXAj=BgcE}T(vPKD>I_f6SBQAFP&YaO9&yf5O-x_otFw&Vi!uP@Zv zj9$+lZ3H??#<8b2#g!-KN^QtqrEZr_azc;JT`}U)R@his*hh}#{xwSV>FkJD6&S>H zmE+PICaXicySy#(Z*EW7A<52wL|3j}y-hqbNS5ZDc5(u~scu!rV)eaxDnb8)91!01T~#+ zIJA16&3k$7GQKB8}A$7+@b zWH#rh673>2nBh&T*e$Hb#%gNub5oniI)z`+*VkVXMw6!kq{1B}#kQPE%-J*|0*eDi z-j`T(1+L8 zjW#!KD`8xYn3YL+z<%tr=xJ98D&`N!?t@=CkR8Q3M_?qpr{dsIPuM&`O0;GM0z%40 zBIyMosXwAXRba8(8RoT(!IRn#TG?3ccdld1NGD!;HZGHQ&#p1E%X3_x36zl04qhD+jj5Q9tsEIlpI@p81c0cm+|a5U1e0Df;oYU`C{DYv9ZzQB0vzXZ6vYOPS06sjz8x zAUOuQkF#n4Rt+I!Iez?ZLRS~)?67cgaWS~@b>i~V$>kas&tKWmtLSP|hzv`5(^|?J zc&0zY-(g8i>UUEX$#|f2XB=~vmwgz2kn8H>=g&`AdD$011UeHj_g7h{fk^K$i-siR zF(N-C!_3Oce*Aa~zI_)CS&x+~^}&LIM(7ph=MN#zr}!Y{d2m=*-h>rQ5@>+laxtBx zQNt=<3k!u1M(Ax>xn)$d=N6wocTU(NeQI$8s*&LF%{4M{M2m`x`xf#A$+L0$^xA=o+3T`6*BTf z1SPN^STC*Txr};^+YA951J_1qxUz+&=19PpNUEksbbV6>w=2DIbp{01`t^TYoyVXD z=)o%fXYaqYSG?8Q8}H)mj3PYgDWvQ)^4i868Mv3jkPRA0&$QLQD-aAIv^-|b@&)te zjpuAj1-nA0a|%!wv+WU_(d04>R1Qs zvU36W;frZzw^N$^dTO6t zUXSd>kYwt|&z}n~J7M9%f4ZMX;!FEDil`81<9?|$&&=GbfmxmB7z|#_$Z*( zkMG|(8r9<$H0{6rJT-n9s-($lOF-NPx);>J^6EO*4gc2K%q!Zvc6M+gkZWW^3H7$KJhC(54`b3nYilWi6&!9JqJZ)!UQQu>% z6)oKmY~b@he{QsD)heL++qZ5h(3{v^O+@5#K5@|U4?bwBnc2BbRRm`>6r`LbyaP~H zn?{{$$AYt567D3KlgRraJa-W#QhVrdx}LbUZ{!JW-CwSKysA@w|DYVo$2xmBM}_o* ztRiZWb4#}HQF}yhxEHXDPO!*Zi6y-6_DT_eAxBpH4d>& z`AK!+=Jw>i`tb51>YgdLm-qMG{PUg^d9!aR0?Q-37mpqAY+DbW5=ABvF55vf^ATA} z^-7HnPKR`?%KS!x$>Bs@j!KCH6c}{%x^+hXygCfjeAKPrVwtOr+IMe+kZ7N%R3&m) z+F*&OG+on|$%Yq&(JTMThk`n9^;Q|ewTAp=6CxxsOf4Z%sUxUpe4tx6*L@*u`poPC zIk@l3blu$&7|!EcQlh(i#5cSHna}H+nxW>MhHLz1<2SnpS~G|wxGXeHNTzE2A*F# zH~{4}Dn6Q$HxTH*iO4x{w2^{Q?=7%Cb4YWPmyYdf9L4$t*E}t2YimJXIdKl|88&W7 zTFUcnOX<(I#l`iOTApPEc(fYhYSBeg>yu(>+IdpOo9cztAI)YRu5Dno>Jf^xgLmzl z_rG$wS^vTBuX5eOAab6|bp*JvlaFjOdGdZFUCzu6YR>WC;?uWidOtIBH%b*-rZtaG zI`a|oPOcjogE3xPC>#6s?j25p@BDOn%%otX8-ZGb4>J03iVK*^{Qi?C!5?Qw*>^h~ z9etc5fVrdd2M#gP*)Ce`w_LmSpE&Y8dH;@?k5HIn`F z5(d*Oc%JJ*d@e*J!)SToFO=W{*Kz|Nd~fRS`RfcN9k0?|SHzdjTeW(&C5 zqE)MuJ4;Zg*aGsEkw&DE>68!+;DWlKjHlmBqt8D+fXGkipGNWb4Wf&@PiKYf-fh8Z zJkCn`_rU`^+WVUAUski5m->jyD+)D_zgFxq%pgUP^K%ReUH826m9GsFt1ao2x)4~2 zQaXal@Ck=Vb~!SA9vu)xCLSOb9G+5=aySsCIE;&S%)YO%h+Q~-MVUocweV>?mwXE? zt+5n|R#r3Hj9ghh|HX5?c%%Khbq_ce5NQQUTzI&Iox`LVDAx>DjUTXxLg=I;&u zS|zvXAley)KG%v!dG7jR0lU!7!a^zQ>C%(c!g+E{`iRfoz6Eh$B zO~GarYQ3TWKd1zI1gmNs<&Kwu&-Bp261h)!vC^2^iAEubGlj}nTEj*|TiEvE z9Gp_+A9>Gqv!dpiVHQYorzO6BtF1&8t~Nvi){7Q(BcIUl@%>k%!lKiciB_2*1uhlH zkHBf5W`R6+!Cpn#ZzFe>drGE_9zA}1hh}oSl-x0Mgoh;(wv|Jt{b@>u(ZfO?v>6>} zsTfu>!C(P>ajTmE6~R{-)s#X)9w3vfbNcFVHi3Rw@+lNU$TUaU51_o6aRcjYEg|g+ zXf`%8$0OCjpjBTncC9OOBW}=T{}piJCkO@&>K1Z&BFH~`*bSJTamJ*_kAG|mbr>=< zuXTAtesYhODhg3#!bwGhhb!0(t4UFimRinA0rU3nZ%rvApjQDD@M^3L9+9bw_i9}L z1{q2!D=Yg8!Vep!Lo}@-JNsBnj2cCdB13Dx&*Ze4a#Mc2*ONc((>tbkKU|(tF$(@~ z1P`%C@Q&5nm>jkR9Mb{DS@{JT<{x?pTG{^pUP1pt3#+HVf>QOt68xG$8@DYm@C3tUf!FZb^W_8>g%r=K%)=m#GnVVD^+lK0 z2Pq!5e)!(tF5`u%FJ6QkNk5&nXyCeEJp$YG*#O{s|JE%ZE*xh7B59^pe!4A9oO;pD z&J6yb_*w`&Z&j9Eihkw*0lBGuIl)0eXj%fGw8z5M9Rof2^gOm>&na;}l)OOPx-td9n|1k%u z*?HP`<+ki z1grx%>_xjDc63GJbL?%bnW2d;d@E+PB}%`j+ft zpOYW*&&$??xS%x~H*H$O{P>~+@SFHeZe;)cS|imnDl{RrkylW?3f3SpYWH&%wPs(O zbG-h-Hf~-W5oJhxGsv&Riz9EDw=}pLXgHM_)TfT zE`jUQ>Cz=KwWJM?2W0-z{-$XSLHU`U;lR8;fWm}7eV4QJI~wY6PH|*>DfsX4*3ORa zrEwJads9_ovjOfksctII@(!CjDQhG(Qd3i7rl+Cq-%)_B5&s#q0{j;Mk9OuL(ink1 z0Z{2TrX;YXWu#5Nwfio70|<;uYJHb$9+|vdG`8ijpAm_YWd-3c6CyQS^JW9*VnDjjV-VGvsP_g@=6MDW=Ec2 zr~{Gc`{ZLGhYBPZhLH`mysO<60yN&9Epsj6AIV&#ACM_t6;=}_G^dDCT)1@U@vBz> zsdJTYeO!L}bs0e1u%Sa$D7Y0wPzRnpd)A^<*>&<0;M>IN+%GE!pDW!cHa8(4n8k~1~O8# zB}wUbNl+#3ATQV?bjhB$;IIu#VE{Ecbci{7P8k{2qug9G=V4AHZC;si)}rTmS3OQY znWIJ@lK2@AI)};hMKPz3IvZ+Um=?4AM{~>iIxafH#*eVE(HS`KV0!x46+uy58^T*c z+a$*}3LhIeVO7s7GkPVu+`k$7&-WSrwFV{U&rLe>^HocGba^yfSsli>T%JBg+Z$7s zqXmF&3xiv(&(YWRlb4&bCo~;@I*b1!O#`)Up_$eaG_L-&hi#MZSc0|F8 zvKZf@*NiLS16KZ6Z7RLtvCR80X{vjBx80HHT!_~Vjek(&a%u00U9aWeUL7cIVm$8C9ClCCgW>YL3Ol*vO%gPXvIcKkBU+$SU`s0h&Gg z-u`=UkDfg{wnKo?$4dmAi_wimle1bohyN)bp49oYo=<%pzowm@yZwxs`+P&w%NgK4 z?ECrjAXIau_~P-#D`0dbMFvQe6K)r+EU*~$$awEdRDjQ(O^P^nENgM@UDuMcT}u|M z;~w`q@+cv7VQ{M7YnRENOQ*$5((?RfK~}j1X4z}6-Ff?6hN&OS??(?{Kg)@~AYUyt zrl!VAfsI@ecV$*>m8MH*pBWL|w6%w@v2yf&q-x%^p2pJna$#GKujGQ^D-h@PXDztqZRP?W!UaF=S13qr%a*|KXS^!bEw-cn*$OM8K2SCPb+72I z4QYPfaoUMgn;V%XiZ$ccX7F*dy-hpWQdc7};K#}o%{lB)ajoqq(vH_Ik;jkwAtYvG zZqwMvW6{y0|Gc1jA2?_b)=bydF2%A{@oAw(Nxz$yLz2J?K7RQ!F|0^MS((Yi$i&21 zJ=1S8Ur%*G2C5EjCn6S*<4WK(bX`CfSf|+Uu&gT5_{WND_)k&J17P6^;99<~1-ZYRS9+c}=4SxB6|X zJOZGDI-e1hin>i*Gm|Ky_?=sK>^K<}wKdPHO6^$YDgASxOBSnE8Huz{$f^0~83Nq# zVhMl7X0Yz5t_^8xE5pmrWI8|1ni4Z9AnjcNc1kDNL(B!!N+RRBa4i5|p@qWMfE|o* z(~!s8v|v`>HjT5F3{aqI3tw3-5;49VS;&WER0xbae(ldiaLH-Fi;OqFp%~`e1Df>p zJu+s%p+Fp+gHuwh!Tfr+X?*3ii=n0(%qLYNtOZ65$?rUlW-W?;u>|>z2Q?*>%!tvW z3wej{iN$n65_945<>vHu3?0at~TX;8_OI=j;g!Xb_x^FIeztrpKDpqbZKz1vkf)Jx2Svh)fk2%srp%b8d_Rs zS2ptXeLd@@XY+|SZ=8vDxqOIn0tdXYT)LF!Kw8YV3SPJJdWSPv+g>cW8RD(Xlj3pJ z^y3_QS}`2;1n1pg_dd7~a`19oos5j!0>yM5w#&h*VxEYkQKSJ@j9+DR^|j0LfgQkC z4-a0qFE`hrv8u|SKYw^2LCl^z#1=v716G~Bei9(S-MD>wV>cfh$y#hlx{X<)glyDuK0ytqZX zg-YTStRhBAv`)AgDQaD`RX6%_mE@O~7UuS;$}L}TPnEX@sEBeov_a6;lqavV%W?~{*^uy zH9#tL)EY|f5cnPBOWZgb&6_8Iv6!Ix0$uo2l8FD?spx1u6O*<+kZ`l}mv3_&zoI0^ z`HEGR8xpBC*p`3{z?b;mzdxd}YEt<8sh0lJZJSLwmNTM}wt`zD;mv{d!4q%B#MkyZ zllAHHHQm22%J0h6;+2EeCWONN$T;n*FO!Oz%|9Q)+B*9Dv(joDGk-HvF!icO=dqE& zSWO1y=g*$eYky^R;_{Dnnwpv-L08|Ra_HgayN0 zYsTD51bM=#=g&^BN%h^A*(fjG(=JNscw(Y=c9z=ItFmPLnmR6*E^gA9y{J)zmlx32 z+3@h7RXgxo>bJgfIlKL1Ny$BD!*d?*2-o{HEF7CiWl$gs`|dPDcI`$~=pUdt1jz}H zkKauvb$X_X5(v6sVH;V*b3=8Kv-M+UTASo49%pC!TOYHCd=jOk*R9*4aSHdVGd3#w zmwz~7A_Cu&aTi_^;Z$@Jwf>sN4Knv3~KSif4EE z1_m~>13j7z`Oh+FdU;z!SHTXxua>?D{{>pwU7?}rI6tVqZWQNT>qU#^k+jJ*WHH-& zyI!2NNdxWwJO=;i{~(R>;rvAZYF@ma$`rD}jyX@#Vd1;4OdQ(6a=S&)i8d;pD)%vX zyaj!y+BtT%wh!^~gU|y9@891=$?ESes{j2m-+xZu5W$WVV7o`?kPK zPlI)azV71J)O(X&T#Dkqe*(Osf{-~N7^~m->8lQ(mWzO#I*(UL!Q zHum{6^Qy-ts9NfqYzRS@%j@oU^5G*>cCwLN|7dUe&uVnq@Z{rhAdi?yY0QCmU*FQn z@AuAKnp2#7GM)8cWMWq4XPC_R)6I4IwEw&dzu%FZUcmKlzG!W3T44U(+j_$0bjypa S-?2&+Hp9kRowc03;lBX3j(Xq# literal 50049 zcmeFac{tW>+b(=nN~uJmi9|{vLzJ095m6~anKOk9Wu7&vgvd;!QW-)@$QVVaM5N5~ zJcZ1|x1a9&Uhnrk+xNcfU2DB-`@TQcwQbLR-?)C$d7j5{?E8M~=kK|5N=1G>%{Cee zg|hy*f}ARaLX}FPEZ1DU3ctD1#kvjuqOz4aes(oJZmW%MJolnn;tf6HD- zKR2ULc2bVZ9Xab1HPGnncA|DsdZhNmfnP=kFZf*IU=LBernxbV?v*#4mMq74wLg!> zeN>H(oHkF1Q{0#?#}l(E=KgsZrpi65<32?EtO@)OakQbC)k84mUihUOTmQI7?Qni0 z+TCE=JlP?(zduha!wUX6fZey4is_#t%!Kx&{&RrB6M?Ho|2blt@Bg{P|JH$;@w$2Q<`EvI zUHkSOkJaX3Dk?8mQaZH<)urP^erqBhxj+~XlK%i ziHT)8{eJvTmW`c#c>$Tr%KQ)o4wonGX|G?iG5OFlGi!gLcNbBAdH$wSC@-6Ygmz=> zi^kR>Z~U=*E?mq$;hn6Tb(4_5KyUAwSD6FS4nA^^g%@)2xb@usFq;2Jy0h=hvlrr< zuwp1)Z{Mxh$G+>N0uBS3pQA(>I8~y&e0+S~$>PlZ z%uDNZQO0+>ut&S$$|I+yx=T!ECk8V;7o~2k-~Mdql+fMh&pA!LM#T^DF9Zu&PCq)K zufG#N->FH|Xzz~kRCg4SlN%3c-zdY*KJ((}(W9}RiwhTjrn0SDw@&}Uh2@Tpj+g4* z95;6TrTVC??E=<#!Ta~iTwGje$_K3)GOu24FMi+Dv}4t(RreL+F4n)@Z&DFGUwnCo zvrpziwFK7yL`NM)i4#Kda%7q;nUWazybb{Y#hDiHnP`+aa+9 zPevIruZYEsFQ+_y@`N$u?ooO96;A2W)pr@Wzde!PpsA%Ld-CK4)%Z(8ylN~>i9Fidn$JYcjr0%X1}$8m3Hmgwd90_h0Bi| zIg)AD8>p)FYvGiu3o*mjE9HEW^rL&adO}4FU-#d*D*0N8vIH# zwz+)y$d`zNr=J{K|Ff>{v2}Bvh||bUFO6n~wB24Q($t;%1%vmOC@U&n+qs&iBzVCs zp>Bne!`Ggkiv!L1tSsUVH!!oGzkH$JxbfQDoExR!4g=@6*QO`&2=70ATJ7QC@u{@b zx&Ly&$IiaKyJ2BlHf`DzxQ~vIZn1B~Pd5N;c$svi|=4d&{9q zThh|fkgj7#MLaz{jf{*Q$@}jZnVgg#tV>@;*}8S>$e%w)t*m$@BqaFt3n*mrO)H|0 zIys3vI~k+fxy65nQPdd4}hB|Ba?pC_C^O07Dm4cFz ztT!#oH_Ycn3yb!dKm8(ZQ~YA~eN>w_Z+3EaW|Nj?MGCn2-~q$T#31)@(XU@yDI+cK zSGdjpskO1Sy^ghn0l3`%WB))??siF+@q)T^3xO*g3UQhw5v5ybG~~H&mvo)D@%HVZ zg|V2$mU`>_qeqThts00@L!3@Q zS^4IjJ9l#2U0lT8+4WxIJQ-b3QL#Ze^3caD+wRoM?Z-ZR{Md?xda?0cdew9&pPpZ? z>*Qm-e2((lhUo(!+Aw>(__mh715GKxaMhX z?R$89}d6dd^V&F)IRb#5jmu+qnzf4Cbb{)HS_{52I=igks`smS4jB$I{mq?7lQ9O&7 zxPC zTGa9m{CZ7|K`9Q^^SD!8eOB)1(bmz<@-T5nUX18+EI+q}>24AC86k(^CSPui zx;t_*Q=>+%&2|`6eWCTv zE`I06J5;YUd6-47$i=E~Y+R$Ot2^3^8QXtbj{SXevtFn36P2nXQ?h`E$m3 ze~P%h?QAjPv-Z&6z<#M|3@Cm=>r#@n|{mn%`!5mXjp`97;y^b=*&2lE+W1g$TalGfWcBaj;hhp|J!%ex2 zeZ_t(KF55wshOp4NlHovcRqXeY}7O5g)|EbOK|OlOPB7owCHzqb+JoI>cs1EY$Ubh zTTM-HXn15KNmQRIDoT*3Iyy-rJAQnP$>*?Ts6ughiZPxw32IKi+g66~>fCkt)3@)< z*u=y!T=SLdq?LsG%$tV(q06C8{Gq(Up zsMYyj`Whw5FC-L{u}rtIJ1L3hjdk-5*<0&QUzE0KIh>iDy^EWB?Y@2c6b0^W7pBE$ zwAtRyjvr`X^))Xk_nAjH%cxj@!i|E0!<2&F@6WmIeUX%lk$En6ecnp4#^i8wNmH&X z>gzq!yGM@0O^Oxw{QPL&S~cE9PSu|pY1PcMVIw8Dwe|P0*^BG9A6mCx>+RXSzyQ}@ zy%In;vg`3W_f_xX*u9&;sx2Zmk7QgK7#MEcyczrG5k=f#;J!aK1$ZGLYT2I|Q*D-8 z>$X0&+h9EVT2xeYpCljh8uf@dk5PgcZ(OO=+O&#Q^z;GmY}T;R)4NwE>tx?T0&j15 ze?8Mh~EqEudP&2R4jZb?ie&ta{8bZVsCUlUGc&G z!SXL(fIWMS&pOMxH}8>N z8T*VTm1_dI&zw0UA}+p5RCFt9m%I=)b zpHXT4c44ctc6TUV&y*t{n|*&a+Pr?uJam1QJ;bpm_V^ zg(wN&;(&`t+%sZb)b-b%4Uz_*ZTyyA*v)qVZe$J95DhS9dEV zpA}j=_$gr5>NRVw`ueV)82I%>=(Vy#vu+Iio?YCbl7ecMdgpuH-xwJgp4WYNX`(jr zz<~pWxIqEaugn~roZP!pDFr1Z)Bq7qb5jD#moG2N$-8@Ye6GCs2Oj z&&ar2&tcbV<8r2Htw}DWkVo+YpF_&-&#z2R%6QqBW&6C!Jv<`fLgnM5nr|-B^Xlc@ zL&DVunALoBVdd!PXsSWcEyX{At`nDlIX?+|@>vcwWZm}hNwhoB`H?1PTX|J^`&j`2 zfvXA}G9DgM>(;Mt?#oI0Qc&)y)Qr2XOwp4j7#(1gUszaUD+2{EPOEdH!mmhr<3XcE zo_>$KCfzfiij~ybWa+5Zu}U%fvq~R(c|M)si*?(C6wFqgGsd9gOZlNl7yW!?$X$~W z9lb+FR+b*<0n2&kzI|&>pFaIF^YSjx&VZnxvz<-{zeL{ixi|3oQJ*L$5_(J~HOQ&^ z8z5N}r5k|m+%+tsSDu#5rz6o(Qjv`^{FINqmFpR4EmE}Ky?Zy;q+G&1WNtPN4l2-% zBfi@XrUI8ZKMV;8$?;SpCyGCt5R|jL=~Ba4v*tWWsv|F|HOuPMxl=B#>6qQ4)faDW z)^ly;+WYtKdm-|e#q3rCY5-jC7Z%lIQfm*3iAfRiORH#!lv=xfn@|B3Q~ zqXuS)3LIQxwx@UeGELx`tx^U)y?y(ZfYgPVe!iQd_WeIvC!0M}_(RI3M$7qP zU%vE34UKOIeLk*@oc`T6N^7(kgu-IGhj_qHN>UgfN(WM*Z(2bm^iYP%UI7z_Rjq|z%p+chrv ziI}mG(F>ktEE2>MjgF2^obP*o7V%rdd9$<=6BC;0=8O@-)_%AVf?ikC&?H=0m%lK> zeLzrCD>)t|%mT)GJ z|1f*NVU%iJ-eAScz+_w{e8Gxrt7XDt;vHWmw5!&|crL6t{71@&a5#ogx{ZLS7T|EV z@71pw}^?EBS&OM(yj$gl_K*T1#wsY~a+May#cpv8|z z7_Ys1_ZEO%*z|mh6|Qpxv#=le{rd=rZR_x`KUo`sf(+niG6c9|Y-nabeg1qSKVMo~ zN2l`Xafa#?JyuW`S#51*RGtpk3(LG>W7)vKygNFKs8+2igeY5oj?so|*kyjA-YF4*cn3>lBOheZ&EDhXEI8aMl+chWxk3n}tu5_%% zid%(A`5Ysy*ZLFedunP*|J$P@c&zK!ude`89s#Mu$up~zBogb9WdX6jC8%)=UHnE_ zxpF0LT^^(kpb?783T|$0=UJ2@tO_ci^V@gs1Ps5N__$fG1sLLIp1U~H{_{6Lai=CUT!pR)!L^K1#}c z8`${ASB53}R#tw$VbiT_$WHp9Jp_o#50_a!Crpxj|}OiX)FdRtLKX$Ft7 z2efo{?p~ZP_T66i#_T(lu&{6}s`@oR0zB!y@t#UqB2iUMBlU8O4>f8*AR{d8!-ZFL zEG+v|nqQmxe@oU8CpXKF#qQ?reiJK*jf+b${v}|ludgprE=TLi-mN-9cjL_)A%Y=g zK;2gYjK2pp>uJi(CW$)kt>^roQ2q-aR==;SI}bR{_*6Ci+vB5a4R8}O7cN}LYS*em zjv#yj+Lp>b75oPt1Y~00{EK(DnmreF5S@woCMJ6TMrn{;3WN5YxdCA(xch5a*+#(d zJ=KXCC-0+VA~oDZg!GsaIqi<@; zdE>^7)z44HsGAQD5A)%&23YEf_S4hTGDWx6uS8;Fla$OYv<=NG2D1hzJ&rQ7*}OJ+ zKRM8GsNuA81199=aQ>q1#hQd*{fifgEV34GdlNFw?j)UTb*Gu}cnsP7&`?gKr`1hO zP1hh1Kf=O9p3s9zu@R#XG&2vLeIr)Zo5sGcnjY*7j7~fLGS9w!^Z=K8gf9I&g(p;u zIjI)oFP!TQ7{>@GO~=eUSKQ8S+gZj)*w>R|z6m4SNM$-0u=9nPfE4-x0js#UxQPD9 z%)(OM@ZfHbA-}~B9!LmnQ@`77931`;S$8aT72?2T^-%>7-?!ZsSs(j$;o|K zlCo#t8kKJB=<$9e&=0hzm5Mgga4+OP9&6IewjL4$NYAOG%rTowGc9!AmS zRZMExvy;OlQ$kX}G-wcYn0&_hCc*rTOihb0H|gdzs*WP#wES0(*6`xHP$m0luOkRa z93DW>e|R3_kub#H!=k_3CxK{EUK)DL2s3lPW4Ui8~JI zn~kf6iA5HEt3K7(`l4|mc(zrrSiaHVMa_d8&QIdu-oKBupN3Y8hu!AY%y4%~a+$WY zE6c3LKeVneYA{>u$ern~UD5>M&S$usTVH zK~-zt3G?t5;>_va1*>IsX8py@9(YQ#wnbim!ojSruHHxMEkw!Z-1OVEP3`gaspe++ z-e&ovA;L!g`ji#@`z@e217Lmv<4JXbB!00rnT3{F&| zLVwH?hUji96#aI+Cbg>JgHF-CEdtBICJSz?VIX26G72Jp1ylnFmE2>QpnQ*!mWlkd z=VbJ{__KF|xit#Waex*Nh4f*LB_bcf*FDrUgWqi*37=%*)xPbsnU7scN;iHOG4mMr zN@I-dlbGkTu(@6D#GM!Hf8EWP)w6%Qn-ltG_oWx-7*H8M7T#PdaJfy6QUFN)EyvlG za5B&};~m-Vvkp(=;tbHKfJRGAS;s6w2X=o9k$uRrj>B5qvQ9`LP8F$p%dJ}}x}p|< zc@@%&%vhV={{C(K8amqA{B}Lx`tr1w);L-riU!M-u3rL%BEmgUg-&Q_Y$k#@QnSri zmol0FLC%+u)H_SLDKFF#nO4y<-~L-sK+%C}T!^yEkK1(~rJ+E{_gllTXXl|q>ie$l zUcEe8%AMwp+;SF{hvvCm7?rl)?IksJob;9TU`W?;b93Jnq0@ugSoB}Rv;N9x$8jO6 z22HkCR1~n^Wh3Ujdgs<8J>Wc9`0?Y>_#6=9sp;;R%dLegg)DxoL-O7Xx#lX^H}{(d z3LG|9uBc|2szcGmD3WyW^hj7i)y|3-X>U|J z)htM^Ie9$58^L1g6BTK7AyVFPal1ijpMNt!L*ruIn|*oHU6C0o`lTXbVhK@_$H+R?^R&QFL%STosf+}8n&t9zw4c)XCX(eSL zv}I*_)>=)XMi7}O6w+zQ8Vuz*R~WAL*A1P08R0A}D>!UIV;ow=$L3(36v6&@@(2<@ zk0;axGG%e@8VghH8z^269-Ij;5fc?{{cwi?nqcowqO=PuS)-}(COthMIy(7V@{1R% zK{Ps}WxJr}QYf~zV|V%P{+&sB_6uB%J3@eSVBp5Nxv`4TG!%6p^v6IVqr!AeS+>;B zNJ_BYHW9&{7Y(6(eA#I2p@($~(hjs53I#p1Z*fYSFEwP+pNyWfzS{|Ke;4JJedo@@ zty8s)InE6IwJGwzX{Vu5^kqB!6EO#D*2J#5Y;S)Q=pD_XyPgZv)F6#AP%a3VMGkS! zw$7ht+J5NLVF!mpNl8hR97TNqCt8q}DTwfF!HTc0bSgqn8yT^=IR@lUjeezP!a z;+$+?dFL?5Wi4!0#i5-=zsBavKVE< zvs+2~lze7-FhT~0F8%b{DrnMDtLI4?Kj+_Gx&xM4(AcQcbc|yo0Wr*+Xx*~1`X7I= zhX|5R3v;5N39k%_R{gB6=YC`F;80A08;KceGJSDz@zlWUiY1A~0T@Ly*X5wcOfM&7 z&BD*0*I_Y-Nx8ekg=|yz1_Ii&d2@cKZSER`KWMML_wSS|ST)dOb_oe>ij9r!qkXOl zwguh(>W2?Xs?fdUWL}S{R_eKtq7BAx@7%k0HY{Mbp}F~84CDo5 zQ^x2L;A{}T&bM17ocLF5*r9#-+pq$J2@k)8tc`rLo~y#3v~cV!e5Rzp9g-?ZuJSw1B$3)Rnm zt?tD=C-eh~xp;Yx=^oiJzP-Pw;M3v8*1gUXQ(H%QJJjme2|zj;y0^>1qTgK9|6OUI zgz;|Iy0?}-W8D>`0W&O^q_~f}3+VpBr~7PZO1V}1?S^n?hD*ZNRNsgqdq&pYJGRPJ zBIU;d`poBE&YQ9Siaem_Y543O27B&hc*L`$usGFyPgQ$e{cbJALQnhq47!c(`pLSv zG|&f;`n9tilw*gW%aVeQ{#jsP;HJKf8#j`cPIZFXTC`sYDC#JE5CC;yR6^LQp&;{e zJBr^1G(&NMH31DF%)?aPzHaSWSpd&vl*-CV0HM(s&?-tw zh~nLk7ve%UPzbXZaGSCrU1O9GCMG6O>%ust(4e|oORj@sUX!nc#-YDXVE|)o*8w+uy-S1wwtlpd?-%U-#1z)NFtAksST z>R*j((vUy_%l+&G;dnV8A0N6YGJ1NfqzxA(YJ2MJ*|YKe@GX$IpaWE^q%QvPgQ@?= zOIZXkA=apNM17?2n|$74WNb{#3kLZ~h|L?`-m+Z5kD(d8(8)f8m2(pkJqr5{Gcz;( z0|x>#Dn5PkLY$)i11bCJvK6aZe!Vsoah>2PEGiOkpRv0cR#rb7Z}%`Xbo1!g*eknU zRS{9qSg`U@F;mm-E3+p+Gr{9VI!YO)rl(_}(uz0^F{6Im&dd~H7O|lqd#j5rA_cyJ zB!#cMFE3vUMWP5L?=tjp^ju`*<)7!Y9<#CGCtbG9o4xbgXSs3;9vyIv>Fn%$j~GGN zZV|KFyFHN?GMvmkfX9Q0NsQ@8C zI;5bNfv#`Sy{&>aBP~auSL!YBAa3!Qj|7%|%0_kMFlb_#u{qdF*a73abCVF>+R=3V zkf4^xZ&M?qF;haf{!!UOIDkcT>`p`g300IgTluHYfbrMa)nUkOKo*=hhSWEsVb z+M1e=SeKRXYLMR1g;!fZP~^}c+f)}97k7j`fS^L-(HAJ~M1Vp?!iu$lPER?EpPPrS zB~(H~p-=$wx%zW+a_&Ps`TY5W-N4V&u_`rbg{#)XGKWx06je1QpcgfFQyDBKebw>T zQSOV1i;wkgK?~_-M;#KF4Z;Jgq1?1AS4Cc)8m-{OA3wo9@ex`H_YW&SIN+O$mCF&! z1ZSa(8B{0XG(sVgu<+4Pusx^Ijy1SNEI;ZNwT(y5d^!}7qLC6^=5j8JXQB$qO>i0d z2kw8=b{kARE34yF($dOqcn9kF$uo3!9h4w%T-FggM~E9}vlB!(yD2%+~le@jb?*SBw{U@G8xV*&Yk zhm_mx{KbWA)p^K7e<|XM>B547MOaM1WlHEqg@?xraVt!OYyx|n)6aly#9b;q~jJ_eV?6)63ilJOH z1~Nnbg-@yd%C8e~RUig;r5C1T7hL~Ejh^opd`&86R1`BwG_h{zwq!aCMpXSq!^;$G%~QD9%H?+v9XQr4vy>W>S{yf zGrxUrX&v-5wnJFhCPPPsL?1dGlIJl$6Kh-^Lh(Yy(a!f^f$&_y8RNE`Lb_ffa7tVl z`1uMgY^t`lHjK)Y8$`V@F?+6o!9gU94L^VWY(W|#CJI&6jbaW1x2L9@C|+<0Ag6wV zuVo#J*d~h~Nk<^+o`&3Q+x@i_BeR#6H>Bi`=i;O%1Yob27*;HFDu{6;qJRDRH8MW_ z0SS&VnGj$AA5s99uUKJ#iVZSC%EnP2CS$*ofS*{yq*F`k1mtmKgQ>xcW*EipLGsD@ z{Zr#9dJFvg`~`u#m53o{`q(s<*BO`BhW5_$qNu#Z$N~hJ3Yk~02IL^-83_NE|MaP$ ziM0#;5y-r5oWK7{{qYP8nooa6OL~CBo=q6alw&^~zWt?-96RJ7I<#{?z{Wwpc{4RC zjN6|Y4VpnHH`lLIZ)nSC_9&`~Qxfo)bD|VrI$FEBZei5X(^!ed94HDDsFitBZEG=H zXJcakpNOPQxD25CWi0M3+qV~e{Yv}V&2DaA$5W+=tOES2Xpj~049evR-KD$@ql_Wo>@mYDOHqJ-OfktUB@q1M z|5Iyk1TlVcois3DLu;a%lmGE?&hRuo}|h%d@jkdB`GzQ4mcOx01?A z?_+4u0~A2G>7$KPrDc^OGCQ#%!NAhky0lf<4Fkm8^$VMKr465Vc;2?eLnk#w!;X7CN(O&&)eiLp-W-`Q|1K|PPdi3PU zb!4Srh&jX$=;oHA>I~#X9A#i>Fg>a z!s%434jgQ_)*h9p7ilpN4q&~EMdnwWv_XP^im(GiQQf58y%{3=)9FEXz`_dC?sI z5hiTCgE&gJY$0R%p`^qRza+gx2>-Nq5`A=re4HzR!(qOK&` z?N4(eOc)Kjq7NSkACp1n3)sL9)V~l+30z$>&1elpzwpMI(e{T?Q5}m?_I+o88e@@F zA%h(T>4quoHU@qdIuf66e1Li%5EXS#H`gT=5&NyGN(Mk+S&m||vx^Jl(=$y?#l_F6 zYBhe07J(6LD=jT0>;s7Em36ZeL~bhl2ELZ~>K$e%20r;kvi&APwakya(`*=wkvkQ}vf2ZETu>msA!vMkJNn9~WmAHvt4-a;`yO1MG+E z?k+k*AR;T^2K<2Y2G6*_{R{L>jm{NmZvw!g-4RgR4S54J>fO6{qy-A0ntuCsA0Pw> z&7cO_vHAZQrnuPZ%?g{(O*BJ^BMMDikO>+Dqzyz7FulXA+lHI-{qbkg0Y?vRS3_eX z@yOoWA-N5vZN?_*r4(HS=Qn-)IUGxQ1pJ^T#=C$2dep}2;KB=YV<+Km+Fp>@c^loP zqG(B1;vGR4q&IkY%>9-p6v%UN;pbb+$ecN1s)bc3Vbgb@IkZMsfGe+Zak*PA#VX-M zp`^ZjOJrrJA#m^u*mj)=cK=vXQuO18dh7{0Dk^GfLudh8#2t7*=Y##kokuy)KR2+n ze0j?1!Ugt|`oZ>Jg@Z#vZk>6q^1iBSV?m-T9UYw)ge&5YB0AAc_Y>gUI8?pm&2q(RK8Jn2sgS^v<-cvD1EpbWT%tO*yMnU2qO#?jz@qz)970FLk zA)z!-QF?xy0bRxC-=KKS-^AiJ#4ym@VGqYmEM-_cX~&v8tW%O<-owtsxKR@|WA%m& z@@SdUv9fM}N$6%6TExV00$f#Eu92)AKh8`kKq?S`HOBeESrdd;rpq5L0xMWO=T7TN zVTS>1bh`1ZOH(w%52IN?L?bk13dZ$17fXi6ybFb}C!(Pv8VcdLT@8o2p2u`tp$CRI zHZJZay!S_98$e?Ag`cK}-}8>#;{%nTTZz@72~Tgr&R8-I?J!ZoYP6$Nu{6=q5>1cM z4#p9#uPfIw5rJm-j58!G;yT{4b*lk*0uA&#hb_WZ%=q;tlZT~&XVQ#?j~Wyr-S|LPr1<|2+7HS*mm*ooQQSDf*a|5 z9+NQe*Onn6Rxn8SM=DVw%YaXs>*Iw$${--^6c^tPbC9}bpjsVTn3tzVjWy4mi$Adm zGU3^M&j^D@-H=BP6@Y6IzkCGcmtR02URAmvajVu^CZ5A?ZW77bSpUgiZ;OoD_; zO;VDha*fC@xc0HC0Mg%M=R(lNLvhB&#;s6LZ5$oF(PUB0&BzeOUJPGQPv>)Jw2+-K z1Rx?2jkcr9as$=x!iU@Rqi>1PI{wUaH0+c4v*U%(T!z@M5|24tg-#!rpaULe%eHM? z!CL3fgJckyw4i`ekQi&a^e1CqDs6=z!(u?njZymzW zO+zK=B{>^F0Aeti5@^Ry6iZ4E8RhR-)aO2%y) z?@2Xs4{G}U;>|l)OZGj3Q1=8y0NCjR3O&DdlLUpfL@K{u$oGJc!0LcZyrg{LNf?NpRF z;V)`(hZ2v!rTT53Hacn|UD`L)l$)5g0NFfDIJ|QT*(#7}!wHK=K-kRKK5f`1K?HZNqgwDC2 zYuEXa%Z$AkFe|vJSAq=^S1jo%LZ?65*9=n!pI#o%*mJwI<6X)nXBYvxuq)pmX%aP3it!hIq~7UU6DgA$&Nh#oSVDvm*Wsf)xR#do7N{kRE@ydL zxn9~W|AdoY+xf!nObbL;8<uDn)Iq4eA4mC>zwO5g{(l z+7vx+Uti^{NeU%G$ZR?6VYqWeDW4Z_0HY}>L(XRKt$87!NaII4)8uakh70za8l9^t1Zl(`V1#fLAAO6uY&^{lF!kw|V1;`I$-5-~k^{EcrCi9=O}e z2>W8<-;_EVmmUhJC@npGuKBH{7A56SI^V;NcgXZv1sj7xC{+#de~T!8nx;@{3k(vwLgA@__y~*W}3nZ z*YGs@?^MyS!bf2RLB)K!ImntKC}h_OAVKlv7ZM^-08ix&gm)~o^HIaP3~PU^;C63T zkHdf%0@yVKf}jtLS(&K87hLfkE=+$2Ef-)H`h*4r#4@Yq zJYN{;#-VpqRR}Jr0A@@etL=0@;V5+($zDl6ZEIl%LE3j=ro zZN=2|^pEHrU_(N);^NI_$XJ+kd0eHcstO$oGHgU~Lc$BF*zzD;%3X}Ok+Hi0nq?bO z6Z%Lp*cwGh7Idg~0$hQA(bQ_`>A8)y8w()J#ju$@;6=lH1eo1Fd&WLOb{m=cZAdwc z$=5eFUfEI;t%P`#f$~ot0Z`EpU=;SreZp7Moqk^!Xvku)s7*c!s%&19aFb9IjMcZw z%J}Ljbfeh-wQ;GBs2;EIZNvhB9brOd8_|4yJSu|pM@2=Y4+jB!bBg8EN?I^hzjGY+ zBU?sc?1bU{`dO}Q>iJ2d{`5Qc*NxHe)e*F0Hw^hmgk=(Te$8d(+o7e+OVjU|ovnpCr z%}fKk+@wz~+%Y{`(PW%y{qb-KCHZSId~j-xd!MetW-qdj1Wo4sC$Cj{r~JQ2QJwj# zuS?PXn;2EG*tL=3aq@oJzY0+xPd4@r`)$8lDnE*g``E#_vvoMldkK#cX7o9%IJY~d$WBYxG@Q|u zO&2(DU^xYr*aXpy?Ci#A!+VzihN?6I#}bk+@ia(y%xN~p($VijJMdraEUMfKD+B(1 zF0Ml5hQFE*w{QP1?|BzlV#T`aMann5 zKIwnZYWZ;3gH}%S44c~NYQ=lERx@!Q+x2Zv^ov+|y6kno)wj3N_os2JWazl?^0qpI z;R6x+3vxNkD-$@wg_ZzSKfC$kKv>cK$iV{ zxr8MY%=cAg1DI9k4F(nLqf{nm0q8O*3);68Ti8{aJ&{eeiaT6FOC%CqHvbOoWw@%; z?X<2Y%CHMe(Y7TljvX`oDHUM?hJhT2Sp}rZ11QBh$C5;CyNr#Z!pT&FujpJPW?xUjV@&|N5p==e8TL9jiEk%ARl;e~b>_WW|N)(F*| z43BMvGMqbUf&y|p5HRxDyLV#UQMM|wIf{Wet1uaV6sHW=;mx{EY{E@WhGZmQt9IM; zoV-C}59qgSN|Y-iutz5)X&)=|zJg4;E+m=3*~{ zvTnB9^ysnn;Tk-^px|9#E#LyluFt=+j}7U#Mh+fOuIF5Mma6u0VI3`7$Rfns>V z74vyGP-3#h_MC*{Kg>S`C8;Ma2~D&y@R>|Z4aW3-Zj!|f z;~`m^_GAve&4*Fxkn`YME$R&4#pwpiv4w8W1vykwUPJJ!n%M4}|BL_s^d{ z&S>9!$GzAMH8?w}(Bm5V8P2QJufm%xt`x#kih|sDaqd;g4yC}e>gq#wmSEJ;E`9OU zwYAn6sKIZ0K>`Dxf|Bmz<}PPADN%W`34xdfCU?sawMq;WvI1T(+o@J>;W^vMMn_X< zOQHj*MWc?Mla9(#rnscn2PvNG~;eg0Sh>!J#>FMd=hb+%0BqUtdB2OdXUz^}Z!gB|1d9*n2tI%4a314rM*BlrCZQbOR0w#!sBkA{I40ci?s?ceGZojl)iE zgy}^%@?&5O?Yh0o?-LZ1*LJ;CCn68MG-xso)d>Nx>Il}*Jq}VCn8T1t?iM?mP2m>p z#TF+Zfhd?J2BQt^2h(f2!VLXNF_4ik$aJRH>Xxq;ZnzJrN|f`Voob+Cbg=zQ?{n*n z667CoXh=?ZGc_q5_oUa5@o~&r4kP;KumC0AEDkhhKVyGF6vnC}Z+5608yvQEfm36v z+tbQ-NMQ{a1JVAZ*H^wP3mc=W*$V^z4!4o_urlUWHUMHiM}z{ueMMTiQocXKsN+)r z^2pcOA#3>(@&=nJ5pun<@^Zn;Z6A=+EKWef@O0mAI8hKA>( zbR@D;)C}8#Wz3t-qXLz3oO7Z0%DSFKpzk*~&+kO@0 zTbj#-=}aY?FNe%b6&QLuR8{q;$B^8Gp%LwhftO>`JYUV`p~rycNKHG)!Eb z)n`tAK|p=a_gs9KTn|GG?1@o}GbxK@2>I`jn&9XbMd8+tb{j2q8?ueD2+Kw`jIt?Q z(+k;x)IRBj-~L&sMq`C*`8pP6hpodVyCSVkP+3V8M>YFtN7DLjF1bGEe*nK?EG}?I&%7y4m&y($6EHJoS z+}w^+pOYdYB9hLhbEV{rD&p-Z(OTBI2Mvqw9XE?#oF(JSD!uaYe+U~`cC@1+pFnqm z6t!-6lq*O&wn)jHSP?}k=;80Ag2H?(0GD39ZwB~g>z{|vpQjI7WVko}YG7e$hu2mG z*6q>f()0T!n_R6IP?X5mv)b-*OBI|W11sd~rM44kTE)_G(4idwWPOUT{SpMJM>ZZT z&c-^y-m2Zlzl!xI5!jm5mykH>Ywh;Lz)hYvt0NG7i@eI8*b6J@HZ}4v8RzuUaUOc# zo#r&ub`18NB#UQ_BgZkMPai+N;GHpInLU^SiVTc2_~X50yQh?+M#;~ve!WE(SfL}H zN4uDZF8d3N*k}fzD-mj*nCff7pdLRcpcAxNaqZok0V;0R$?Y<4} zla1>Q(UmBB=-3qgT}6C9D&~p60T`r2e}7;QMD|G1njG34LJBJOFA8Gw#Ib(I4o>Om z<9H)V49JAL5GO6Jp1RhGjpsgSf-ykER%s76Xg=Y){6yFx&{e?hA_&}e%Q;lX;T);a z8oJJLtxS0Us)FR^@E(BIc*O%G9sv?K5E7DeM$3+sWKGmr*nSo$>G)~rzZ7mUe#dt zUHKQfAb9>z9Q+h-tnuxd0Qf^#ZWXrDhOy_t{6sw;n%AH0YjtWbHfiLI2Iq`dDNXmD z^o)?6?>%V-8sjoK^bpCd8#6RF<*^#~Lm6h%XFP#SfL?qUTK7YCU$N_Cn@&KwGNM!v z-B*Z}f86~^9+j9IDawu_u&wI@!%4SA6b+4*1T1c!BoIP!FtZt1 z83d}NYS5)h-3Zln*+=Fgcd{wcG{*f9HriN@yTFHsF$l&BbR?UniiNKb2>M-xgw}-H z@*h@CLs{LUxx?;!OMnnsX-8(eUpY)$B&?sKp%I^wQh|o;7A%FUd^=Lcmq6oh6 z3&X(q<_r$<%Jue2-yRK{edD{k39w0tb_SifQnv4T2gJ|$l1#y+?`W9WTI-*z3euvW zs(tdefs2wtiP@1{Fmv0o@!dg)R$q_~FvFC5UpoBh(H-rpHB^fu8y4@w)t1*f3kVuz zS9Khe?-VIjXxw+^FV5yiUiKzua+O+^xMt{GfATn9^wl~G*4Oc#n)NdPY9tUgA8KML zHc&L+{g!%d61Xx;2cIHN@=P5kNvBu%o_t!NFtv3G2by33B2In&blWYuJs8 z>J2*gOM?soc{-sSY~tvi!}2jt9wf6dz=)ZK(r*fDe0WBa3pf5}L6ALc3&J^QVphSD z8^6_&EUVORR2zm9Vf<`*(`6dl*wvsBZMs1vE7!+V ze-K6MkWl$~^7Bc-WfsEBK+{>HW!$epCO71C5i~!UH<@eK|6|awVJp5?&{V$vMs};b z^vr2ea1)c?ajjUj?$aGkvW;SgTRCn%U$PXwx&b`O$=J5@M8`J5dK3YUXV_iBv`AcPTM|G8~MH<8>ebG{sMq z)L4xI8g;pNt7!W@LDe&79>DT=0K3NAn%u^|a2$u-d~CYHQ%Y~9Dzpj~C6gw&=qLrz zCoyxFfH)WmdYkh-ZLL@0*ZL`)d57?C3XO6BS@Vy+QStnTKPK&QL6nSTc+O^!f(^~% zzV{B7y~oo~5Z$`Pn@h15F4Fn0RrnU7M?v%@FsH5j`iJ}a`@g5?<>x@1iBC*a3dH>H z+aNt>1AF%Un7IzlFF8x`BN^&dLj{S0WR$UL%e}vo{>clchS+r$*?bUuIVSc2Gr6FWp=XD+pAa~jkq=F1=GN!mz5EFPNtEAX6_|Bxr@^>kfr z-j9ZQ98dYly+)JuDo~{}C@@qF z)n;v*BP18xW0h{QW~0Kdr@~fiD)W0T%;7CYhctBT)&AQGXB$%fhU|oD{VFSCDVu08 z;Qa6sWp##Vjl$+8JgJT|P$te>v0b``URoSPGOUgYB$@9(Yb*;)g)o{56%8$Yi*~s> zgSJa=+$oEtM193fTs7^}RwG z$Ua51;yjp$=_1yJ`@lbk-1PMH@*5j0+wn`QgXDoOE+<(D>jee=I6g&_!>0AxGTLV!uorTHeU4@tR%cA(^1;AdH{nwC= z#J4cXkU#!wBKabi>hK+%(#XFCC59{cKbL6!<23Z|{FN&V2ojqaco8X>MoU#SwO}OR z4R0J^C?q_FR;0!24YuaM`uiD~%28x8Kz>Il)RrpHN;oJx+I;xF0yk~{;tbJ85V9;3 zG84$DM2#K`PI23PQfk`hK?MVzwB`E7RGO}wv9IM%k3Tp7iwVJ9WB^qp|5Ovg7TS*& znna-Bbz_ND9NnxF1k7ZD_MzxdX8S0vbSUB<76~FzO3ren;}cv~y8%=zg@!}4tV;K1 zGz20Xmp~+>ol$S;IW{0rlwFUpfEWU!3;co(POfsQ1u%#fAIjVXFO@q%cpO^=F31tA z1o}F3;KCP>IrwZo!8LZk=+k|UQb@d25Q0hBC8?pP0o#8hV8i%~re+oNMvl^0?;R0D z*t$x+;}bfqfgH$y4$1HO5`cD|84L=e_!Fcsy)c;{!=NJ4x@(b?Ny?n429!TsM-^|d zLyZu=7aSVeeQho8C%ii+?b5F_o#a6PY$7FN>y9z1U>4ZYYj`m^h-Cpw_95u}b2i=G zrCHt4k=W60j6DVG4Z-QnHl+l1kaRszQA2;3uF zDxR@0Xl{wuPQKkfj8~tKIn00$!$n)X zRx~*h#jrsB2u_N2=5sKq?BAA#XfL`vsKtAjaw?}>?R%??LrW9_iDc|NUMX+; zmA{VrCS|!G>h$`&p-V$C(qrb4&_%ns^`;dej>PEA_i2bfoYaLt-%e|7fvn=SA+ft4x)&tx z$*avVP6Dq>Dw;}ZCRX8`SpEYeOnH_W^Y)PUOD!@Q#WF4DD!PYywjh+s?z72`g5h>S zF;L4Jxyk3|^_pa}sf$kkHPZ5+A6}&MgUAI$o>&-cUf8dg_%QD zPGhZF^9sswR!nQ{MmQ=_X z;Uqs9Gw7HU$i{3iN)#O_GKKW=%mLWCY1&&ANAO!w4$uIPpvmV?+$lMMgvL8_>LXY? ziJX8Jdj2CML82!>b302n=;0TE66Obn{*s4aGA@JO5VGAWlMRUOii%k8(_7A@wL$=R zC*MLFA89arjyRZDIg6c`9V;Z)k~;HfA63$|Z~?<($(e0;(P$PV75}t6OE7`@0H_zk z&fv9=_#Eq3R8q1Dh@WnUpD^toiVI+u7F{oX4YQzuTV6@-X(39-q2Z>pi(Gx>b+4 zNxOap#&2UPrG-Ig&S!X4LjK~P=5A@dsfxKvQxy@;8aUS_t0naG-v$2vPQ@i~@8F~5uxTiN;|#q zbJ$0dLb)Vgu)Kvq1LUYCJ@NZHjs7=g&Cjwj#_sfm`Sm`K!aWrJN;Q#Hm(HF!s!0sdnyH6SG z;#7$?UKT?5(Erumn@8o`w{71?#!QtdBvi;uh(alq$XqgHrYJKRLZyUcNHSJvGG-`c zj7FslsmMH~LWT?p6%Eg4cV72Sh&%54#o_no(-S_D{)p7iO-|s$b`?hbJ zGx5q`U2eC?D>{t!3ASU`|2#bt+UXnnL8bA@pR-;BKM#pFwu-s5dhv`kpEkQim$W!P zcDwuT4k@mUvcC0FS(@2{Gb&h4*IkSTja*(V9~Q}$83ZR?E2-Lke0D_rRN&&W~?uND}z8}rVdb=bhMHRpQVPbGIC}U z@PS_Gzov)Z!T;ZR)>J7o9OD|*=kNXdc;HlDr+1-7-|r4{9{$HXXssg$>s%pqq+t3o zZDsV)I*mqkMRM&HZvd&XXw+m{`g!GI7S9Dxm%f>C>m8=PF5YjF|KL+jhA+5X)}!JMsL#r|CCsI*Xk`u}Ty4|h=p`10Pej7mmPX**L2 z83aA%L(63ON1$E1G?TH_g>J`790$jgK5rU#HS6@+ixm&Ozg|1O&^uG(*|*AnZg5EE z>F9xbU2c}9ub-L93!8OW2n0YeR3(cH5*8OBY?u4?83$*{frX#|ffQy28Xi$hA>J^p ztkRpB8#Xay;l7>KGt>QwDu2~#lhfNh#(j9jh3Eg=^MQXuPxJr!djBs-{`5BXE*GC& zp787Ih3a9y))zhP|L(}2YIXi*2r2I0rPtDH3yx8-2((UBcWHjkyi$XNrillOuXV4m zE123Oaal!+`zvN;`4tJ4>vr}3kuzXpZ5^HRyw>HHzaB%g(2aVz`qS%6#U>%wPTLnn z_6qs))-CdDA&(C5$1}L5>k^mQsoTfK1w1WqG|1Um)?sgdO8-fu?en~cIQnhhw03li z9jxZgeLLncRLXY|CxV}Sxmh|s1-vMUzgDz7C@(k1>Cr9fD*2KHkIO|^EYv9cI-(Uv;yerYbam=947vw}*#Z*`QDdgv8 z$T3~=^4fvP9PqwE9LNs)T9szRukzGc#*hgPcQ4wVyR0CccYb?Yun!o8>kv;4;)C_e zxKvZteX2R;R+Fd&Vr#cj0miMdCc1`VP02di;4lZN=SwR>Et!oL43fpI8}(MI)GqnqVIW zkS|yN`3tw_R{gr%DE%;uo_AzG>a>ctGpmky3WnuYL}^DCA!G{~+aJ!9GV@5cm`gI^ zlmQN7`-HE{QSuFe^jqd$c=zz2Qujjn4sM5xYW|=4>Hn0E|7&DCIZ6LfO#g4==6!zm z@bP2m6ofS-ZH-K|%1b?}OLY$mM4$9U?f*k;<>eQ5JR-hNTm5wIfbutcR+QW|IKg;n zz@MV?LeFzMS{Q$M9Ya-sJk#XzLyA{^S@m95mK}PXWBMOeMAe6osxBsF$*O|d7y)Ar zV7UF4$rpJT1|M=AyGWIVGP=8*Sot~Qpg}JLLT@s8(YPBAvMlYO{2?Gr=EF%d4+~u( zvEps75@z-K84PLcs=iiNCYI+`|M4hHH>p}K^Y;o?jj|5#p9ui@ln0moeZ`Z5-Gi@P ziM_07cIcna`S$}4ZdB_`4WSYe>H84&y`y1iPg|B;Tk0DS$4hrE!r#9|Td$D@6JamW z@a-$tuXibI_H_7HMUe@14O|vEo3Yw|ATcuBCINg0eY|!rI^pNprGLp!z&k;1nQ~;l zO11UBg2ycSk#R=;z98OwxtFiouH48|tntw!`yq$$;XWjHNr$PcQwl_*-u-%s(^#xBoHo z|CJ~+|I+w$R9tQX?5%b+5p02Vo_*%3#w!oplX`D(eZKx$sHH2&kwD>sq}RSr;*!(J z++y{wmoB;9#p!KbyIa}V*~R8uWaL>+(SLw3Bm+48DHImZVS2W=x)1oUci+CZ48?@| z_f&5w6ka>(`zpvZSMRM~|9wx0OhVmvGWS%C3jqLpyR_=v($$3zc)_7oI|sZA04{IW zUUhk|T{3N#StVtrM%sdf3uPqF0RL_1MwJoYGb>;HPt+k-y<`6a?eUJ5IWkv4N{H5J z%uh;Wpc_(I7?piOLaagZH6GB48_g#<2uYG*(9VG$Pfm0H`A|m0DTe^YOazz$<9(raZnpz) z_}`KRg0LW!QnE->1R2utS^?O#34eHJ{8;0C!V{2g1D?PEUUL7SNmN?xDqhzue@s)? zeP)6YO~OrzH{qlBecb|VI7BbZw@baor$r6PLhO=OJ<4qmaq` zNVw16L#oR|h-3>#j5Ic;Dm3;pxltpjtphA0nG>ay3Z7->cz9oXKchavFk%!UxO#^! zJ$l@2y)@20%A@jAquiQ|IB$kHY>0nGkvM+RqyxNG{nClEE;GOB3Gu-$)_E>7_5D<3 z!UK>|afvX6t?oljcKb9n_coYx3DX$8Ti3!qZf-GSID)-0r0Vy4fI?q{l0>P$x^3P1 zj(jqiVDj%@Jo$A??VP9a3>Y9O%{zGr3j@ZK3;}k#L{41$^&|{lY&F}jbs(4vQk4+Ygkn}{CfJxkych)v#aXKXB)%kJThy7 zjZI9>)FV}8=_c>^wIgU5Buqk<8XRb})|o?7Vzs!12DUN-_(1Kx0};|>cL1s!Q2Js; z$it^2OwnYTH&;E zkYNl}?c13$Yy+(V#}yXcNQgYUQ)|B1aQ(^Zx7T-8)qHU2Ndma396)TtRz$|W3zFe^ z$dCRT#`^O>7#_?$P`%vkpm6CJPuylrFt-rXl(E#q6!DK8IC~-4OH2;e>K?l5(#t;I z3ah`LjEWkIw$71RKmX)b4>qYT&l2vAWeKuv0Uj0U9vOZBtWtjnH%55(?!TUP0$dMy z68r7LPaecu{@(gWk<$+fQKW9$HM1mmfxvc9HU2R!fljLH}bKhnPE`e z!3sjaefm0q>xJ+G_2sa9^w%3zGjl8M<~qokfFiTI11(Lf0nQG>mZ;m#P0uPudZCrs zLn2O|T$5|!qvW>x()3uqjnabWy~4|Q9s6Y}1Tp@WNp*=yp^S>Syd{sOF721Ib3^=% z%o-E8Cmf7>?@e|_O^yz~*ZlkQ$e7c+C9*A?MJlM|Ohz$bg$s$}#wu&~@hbLR6!OY%{cE zoL{bb{Pxg_%)cY3gG;VsVpLwGl{`sd6N)Sc!bi1gGY*L}RTwLjDQ&ym5*?niK* zzQg4dN|)8{rEUeSWt6alDKBWmJ70rWvTL#Xio06bn#I?gwXITSDqP;c0LmErr)UpY z%3Lsi$?}(FO<8E3w#etFtwVq6ykgQtmww^l5FcZlQcvU;lPSr^~U zwq0*9DL%)>y6Eu&qihHaZ1u)@03L|zAD6y0YE+t(zsxYPL4KDsPLu5B9zAiQX7&sH z?Oq?VnhtDs=j7S5H>k_bp%K6|edFPEo%fAUm?Em&f9b0ooRZ-%*u z*Jr?9{-yWgx^S#E_ zs#+~2Uf`J}uU@@kbXteE?_SQ*`+R9$u z>N^Z0mHY}z33W-VZi>_&(_$<#8ll)CewIjTX8gHu^k^-}aBP|Dq6v|QRnNI|dU#zF zk8@HfZ0BwGuISmt2Iy*v2C~xYh<=sZn+*1`?8>&Qju~sSV?qY|qI#q3mGrA6*xq%Z zzus%VJ0SSbg2lg7Fo%06WsVBcug9#ZR`$8$>+tSiv!OQnI*9nJD0moB%V5@W!$Y~X zmpj)(sE1{pr!}rbyGC|C*|X=8khqyB_ml3>akONiQgj1g`nC~6mdi`q4O-09s(~Uj zG*p4w^e|Z?Nc8X!&p-AnX9qq(3+rCQ_)hXSSc;XUUT*YePJ0;GtLoCGnbkc<9Bab! zEhGGjH=U?y^7a)P{pYjxD!(Eps0li-7O3O(?MeV1f;Xk?2cwm8Et3^u-q6@emH7Dh z*$xhyXfl)(M{T;W;mcxo>V@dk1bhCNmxl3~6mKk~s zqG(gn*HozlE4||KwXJ7*$vXS2Q)x3Aj19N#Dk1^0hs)Nhs3%ase4|R8w?MHhrCBhk3|G8sh}y*l)GMl&`zGZrtBUb)t%sC> z+#kM^BDjA{V&}Y#CkI_6_o8_r`X(@#hmwyFQ%nEV5@`iY56mY{REMaygTbOb$G8k0 z_+~!M9JoaQpgwiHeL&gB-jZZ3%$4IwG)w$f_4JQqIxV9;aTue5s`W zzGm#zt2LYgUSJ6%zM+`>y@vC!>&{z|du54BR7MG6_6TMm(w5BJj*C?`%%DM`#|};` zItBR%)upk!BXZ3(6mpV5%f@Y@oXM!Vred|?VVUc4&09EBty_21+hyNPisoXv*&(`nW|Jw# zb#5lQD%5{zk;OlL)KYYAR$uNJ%iXAuh&AOmMzP}jh`66OibM3r-ekWc^q*@ezSvmb z$RFh+_y61c*#=%lzsBjE+2odE0Cz(pq-LYwZzNpNTRsPB?WpS}t~lZ|0+k{k>RNz_ z$6yi7MY?=;{koPEg}!6x2R|2jl$N0ETNpOYi1v7occh&r_- zRgW*|T$(8|BZTS7m$ zAL2Z_Z#fhh^w=)~1~C^e9^-DRHMU0NYJj2PE-hu2i>*lX;UsK-((F)6OPl%gBP?U{ zzYaj-m&MDGL?sW4@kGYNdihV#AT!g|)xCgagl`t&bo0qc=1W(J%c3=x0Gdknr3jj9-u2p``@pzaoZzc zC{9q|9Gskn{4 z?A)h+|Ks#SP3{%Mk7B{n$@qp7DJ_eE6Z~Bv|uC!XeUZt?U~a5&nqUz0|AtWaP@gdxn>v(H7A4?ztog7dp96ngsl zoBaG#iPe%Oc|7wSdc3JfSXNVgONoKG=BV>AF%T;qMO+Mq)*?0ax~{)3AHQ+F|D|xX z(^pPr;E~BrLe`FJ-)VgB{(UcGX?%oWFsDKHP;H}g$B)+`VB=NejbI^6_5f|$h7rqgyW-Yb&zPYS zI(xjX|8U&Ynk)QTm{FsU7DqiETC|-T+PO=YAtGn)z1biCM6Rerb5tBduU^%_TgVuz zW_@*!{9LN7>tyHGU%#rpF1IrtpqV+-@8ib>B3D8AZOPFS2^fWYjX{V0iwh97O@}`C zY$;xs7;GuY4aJa^5wM84A`vH*lOm|n-$(z^IA0#){hPHWPn?)`v_(Xhp&tieO4GOx$&yo$Tj^7S{@z@kB9>#3}^ zh=>g?3~N4KEv(n((SrxGctRqnA-2O*`r!Z@qbC1etN$wCz<~pOk30o@;_#z6S?_hR zr3prLv;v}>0w*dD!`;A9Y5jlu`Yz-xkL$W`*DVKyM$AQ}B)U8~sk}T=#$Po_{7(OB z+QCK;S5!7(d;pO00p{eYa8Pf2Ov%$vqYSjzgiNHbZwSYp7E2`mL5Z$hy_ye1z39jZ zggw2yYRucz-1jWnA85zS4r(-KEhAeB++-y0l#FJSk;w80zAZ6KP?+{Skit*J0Kk-# zOX(JkZ$(12)VP9TI-?+T%Uv+NXXeSz);Djr@AUaL4#h?p{- zhLhvg^v3ry=urSgj7uStO)>bB+L*Fe1rl5hMWd(=y$eFLl*jr`0zVP;m&lokB7c=k z=%Z;}d;C)HaQmA3wUkBHPw^VkD0aNVkcEFVMo5TY0CNtmfyvq9Us!|5Ng{XIygDO zZNLoI&lhuFWFB&CU%7OWXG&gN!2SC+tVAmKeWIp1vgV&YFcPGGMv>CAU`25i89JZU zQV}4+L0lY6`WK_iW>13vNv;+TO#IBC$h8H>9lb6AR}uaUP4BIoJ#$*7K7l(n|J-WX zm$p$dEA})13*UbI@+L&^mWm1ZF>19GSC-|~KmqV+#A(A=QbstmQ)zhs9z_qDrA&2d zJB5bP<@HtNjsO+%lu*gfP=55_(wmC&qNa!EFY6>Iy(Fs-Kwep7fW#vL5{Ss>W4mO^ zeG#Q0oXWXQIyBNa5Ax`@pcqEUpt5-JVzGCTK=ov4CWn>OxDkPD#kt&L1WXe3WcSqd zkg_+^MWA{;->0jAC8|-Bq;h#sT)OdFX-i6ZuIbr{_GDR6Tt@TVK_p#uo`X>HfEE zs}CrFnJEgsvnjmBMcCq1$9Y|-RZ?9++ zJcT0MbjlPBVlJ)tW)`pJJFI-W%&>aEf{PmHebrK+x)6J-6cLU3UH8>zD6fs7jQ;JW z={_%BOykPobP@7%zV(#ZK(3v;ci%*GKpOoV*fMF<;MSc7xHD2LNhqWpQPMx-Zn3rT zy=x5=(jcPsEmC~U?KTi^Geb=LD4%_e)5t3LA-;b5wsz?3Hcn{8@q9(IT7+xu>{{`K z#73t*rU#}eSC`T2i}4j9B(Jb=3wrY>jE;HVOi$zv&4T|Cvja_Urlkb$8H6H_Z_?Hh5Aa-rzuwH6Ip^mLei zcBc1a0}Kg~KH5L~E~0?EnZx_(FU>LWpua<3nbbp9AyVfk7mC0>)Q*`}&oM@P# z6Ye;{esRmqW*Y!1M8B$6#pmx0r)y?b>++WQwbI3Nb&=l>zN(8dI*X{YgAa>C^A(FQ$kXH*;oG<7Xu65DstW z9z8Z=sK^f|ete_vp2Gp-X4K7ATT%k)Uk3yGl;L=oijf1w$ZN6j;6P;akJzjnHWu+Q z#%Qx=ZzbZEV&@pjvr@(!#=>Hgw{@YNPaSbU7dd3g7y$p9ckgcIRHB(I8iQ=b)s@)7 zF~EUI6e5}a`n8I-pEKtiEfr*+Ce(0?Z7eJbe(s{grc|JXPd^wG)aP?tnx)>oT^OL% z#;ZoO-8hfeX+rg|S*8OATeQc;3qiv zN9S4WicT~@5TQdkzay-y!jKW9i`2(@ZDJ-P(cx;fo?Ub4)wpq&eYbTTbx>yRNSxKc zbgOYcheq`pHR_16^Zv!dJ9O^sLnF{Hrp>A^F9K=%C^N^QxZA3A>l|{low~s>8!HP7 zN@?(tPF=fqcbgw?+qHRC|C{rhFkgK@$Hb0Y^Tx(sw(yVoWW+vtdRqLQuKTvp<#eHU z!7`1$7!O#GsJo3w`%S-(1(YO)4lMB=wo1T0)TH1l`NJD zhkbl__^6;yl)e`9;siWye-!pHCAf$B$Z(5BPtTY?jh7_p;)r&tXn>B3BUrDZlS2O)9Fk1 z>!p=VkIj3t21=%Fl=AvB_%f!lW`qIVA!<&z(4RTPFnXeWZgJPjt1&UVDZ_5%=7#ua z#OzaPspm=Zvr``;q9?nxl=lV(-U`mS=CZU&tqsVVjFm2*l6W^_c$J7RS^O~Uwty{D zY0-IRGp3vXH8~X(RoJR-b%!f|l(v+#*jROTaZMwY=AuQ&hr092yw|emeaO7)>6ub# za65`oc>r>0{r+)OJ9+_pxm2-66@M}*EoaTr66tj?#R3E>=Dq3|-umpCe8B35Z$@n* z6^jlx_8XiKRzt*FfvnYnAbNx5NR-OhF=$JpvIZ5VC$6{NI-?U_u)SA;*cVYii<-Fr zeB2t1tOoct5vv1EY;Rdw` zZ+pW?{M;M%!HuI$XiWZkg)sb~2`+QD8>g=s12)7G}xCA8IPOYAu?8RjoYU`h6s z*CuWC5ruug5>P#Bj9`%y7Vy?fOFEG&ZsmQLQ$%}IuScmF0`U(|`YKQF-)o!R3Gcj7J&Q=Vaakv$GTT zOgVd;N@N2;i;M)8wqQY5Vj@q@^;l`sPyLV~_pI@3LczeO^02172ER~O<%Si;ju)cELuj%x!7oF~T0d)2I0zKv!$IX9~ z?h&*$K`~KKx$5s6hgI#-?F))zpKsugFUZ7?o};JnIibOZS} zt|rA*;D+M>#*ASm#4i5EZQaA$nhvP$GvjW}jVXCXA!+W>UC@d?h-=V$ZmDkgfv98q zMs)1hp~Eg<12(Dr+yNU#LJ#kV=%vnr_c{4(+tXI_Ad%->9dDr%Mx&fyGyTRw05vOo zw^o9@|9Z(B1iaNB^tE=~x_j`{21wQOD@*(QJ-m3b=5}bLg9N=pW7x?pv;1qy-A$UA zUoCLY!qDsX7`@=Pi>p?A2As;Vl5(&~>N-@K_s_QlyD(YE4Z?;l_H0CBa(X9~4^Fm~48 z@|aeO3O~z^Qr*Z*4hhYBH>c?61UsCz?dsc9ySNRlt2GG1{a4Pa-7>%409x|H)#G@< z{eVs$ex@l)qoQ3D)jgaItN)-Kegu|B=dNANR;}viS*Ou3|4!)}h_CyHvv;W7lEey> zldk_cIIhZypq+yU`D8>&IQK7uj8!RK z5l-k6HBNzdR~MO@(9~+9iVVfYk~Wv0lM z>qdr&owAz#Db((+nVGw%Q=wt(G!;4nk0dnL=O`hU#4Y|2L{h{yF_5+umI(Sj_a(o=N1Mu4QNCGkR&^R{1-jt#cvD_ zZi}3rLO-LLEF&_zW?`Pe!LPbq6oK4?iti)UgQF&%7V{XQlW6?*(yV#IMeTXa@;=+r zF5o)``D}LnUAL-t%Yw&}xPe^62uace02_djhW-946JtrI5CLkB961u%;`t7B;wYV2 zSFFJu73YiC*jTx0Wc@)MJOabKeQ4XT4&OpYAyD~Gd!*ALROC_a$r!fodd!Icdr6-2 zw&bs0zh3$_^36T!)=AIo4F?T6LTnm!bb8!n%05iPAC7-)67`~RKvPAddJ(XswsHCr z&o#^pQ8no3Y#61eoSJ?-`r-`zaZCW2A^05je06n|Wa~x6$H#TnqYOb!RXn?;hZhe@ zH^vcXDi~}Cf5V-_HF<;{^*Apm&_pp+|%0C7GF-0&@%+THDjdM_KB3 zU=u}KM~ji8M-N@QHr6}cimC`$bH<027Ka*&4>OB|_?uP+{&d~n;?8L*x{VZtOUAvf z(AJ+2B9-pa;x{i!j@CU_wiJsn>hfmIno-BsBDZ+~?^8O-XbvHpbG^NMb_E3Z@bG6t z3V1?AFJXaM?i@1i@G)bS+^;kI5DWG%^y8X()_Ix!k38; zR8$wDM6a_)uBa}@J#+5dj-2c#E^xd|`Tr47Rv0~syoO0GY+jrUGJl*TOj?7;knQwi z-BVpqsOd=E>;-|Uq)W=os~ zpJ6|2QEk_!g?p&>OQvky-eraO(Y6b}0JTQGb%WRM-W`t)Scz;mjHuudA(dwew^sMF zJZ2L=u4q@tyk#=g^s_iS(PY)@2ZnAI6)phCO{<$Hwy33qg10EK%Qb~^s3~nVSyAkC zsX+@s2x>PTGHh5~!e|D1^-p2y-$*8S*QYsjoucb#K3(HFn6@%gRkT`alKVJeN<5`9!7BZW52eZ5mtSQ(Ek4~(*De=U);T-dQrdTI!yB;!jRVT%Q zsCqNNA{wwbwuy#LdH~XzB52;XU*End8uyM+QwU$8LGB=rDkJ_oPV2dOcQtTVSXk7% zqM|~ME^V|y#Nyx=jy~R}I+Zr@P4ASDRpxr#TzP<|sriw-p$%gAoPx09V3sb3C{{Yu z)a^v;99{T>%h2Ie!iJTxzL(FkKfe|W2}JUz&|+>ce15410{Sw92&eYS7}w#z9VI7k zJt|Bpq1KWaw{E@FVEW?Lj@g7MOSHI|velxrAoSS7G5HIlBDM}|L13SPBI1(XjFth>Pd`$TOscR370Lw| z9^CkE6n^;#eGDHp%3{Whwxk|8S3rdT-~GGT>f(OP&ldYj`Yt5}DgXl|bJOe=@Z+Rk z5kl13l6he5by!ELl|AbTA=+G;#_vDhlxQri71Hm3bi%3^r<{$>S~Jn3SuLgV@^V2{ zL{=V-i=fWp+X0_{7alx-dRMMonFWgtOFs*MNk0DIsxo^)iJ`uT;gv#5SGNu{izj%f zN};mZOew!<~UEo~|n)}X*uU7UEsdLY{ z`b_c|qhhtSh~w|@_3bzKG-C@cmH;RU9%} z+k~?qo`qn^%b*Pa%4&0>WUx!)v0drFh+~59lN9>ts&RTc=<0?OP3Sd72Te;I=yRfV z{!ujQXNo32GgL`E1X)R1GSpgQv=x8Hq_nhmv2QUq&ZkiaQMHKZFv$c&hmR39uCv@^feSz-gp7|* zsmMy>@>Gl(sAf0NK~d7pAq~Sna_u-;LxoB=SpSm#m#O)=T%vR+3evYy;sOU4t^1)2 z-A<-6SUHJfmJoXAg&n;^NtLt@1(00jo1t01D=26i6{Gm>asMrV!+FQE92`>3sx&_3 zNMtZEX-Bc%%l$yw^&&V88rqu_@?s?JiOo8X0Gus)R&os)lN@Qp0qRYCRk&YOK^=Hy z)hBhVPrUdB$lq#VCMjRn$?2qbLJJIW;k;E{^4UK1b+J}u_~s{E!f0+ED5H#r!1@K zatxB;vu9JdE(MSwu`rwa+g2e1vPRmaE#kKu23(7ch12G@xrcuLn*#<86#s@^i_;x@ z%tEJgBhBNHxHwI0M8I&le#0y*YHK zj>pMxB|D8dltjv0h8YbnN2p5R3ItOj8ZfT(A%p5L99O_8*eQpQcPU2*NS{Med*6tk z52m$j+g2rZ+D?pJgdqme=LSTS-k8&)Akjc7Vlofd*D_I6QCE*i)y*Epx(^;*0-{ zJR{ZK=TDZE-qBIvx14j#YFh#D1{Zr6FiLNDEW+bZt0nU+sUu-3Z;{=va2GMkR;N^3||UH74-&d$@m=_gTi6vKLfaQH>s zQ*udtFkqax!>I*3(Y?4r z;y(geN$3FQ*8N`ggvS7lHLAFKv?f?dtDSY-|BDMi;$etio5dc-ny0sK zZveGQaChE}mrr)w+7*oL8yR;VHf&f!O+&HfNEafWxW0#td(BBTbpNgYV8NL3NpSaARR?e*g754Tk_pz-wytt+aFtRwEb}hr#h_d@1?wnOr(VZIh$MDIaAt z@x7+?Os9~6`m%+L1g!9y69ffJ2)W$$T6o70X|=j^sVBzK%;OYEbZA^QOU^no-Y1nj z#uS=laj5}dgp4PC=)l-!l(Gt^jL(XIOk0N8ywX=|3)@^uuA!lSilJW9ZtI^KSy|}y z?{CRS32tr3z~MSN>iNq08FzhuI$LO5J{+)o4S2L5X>jTr(L<)DrV8-@qgdgSY}k;z z!gnK(--fhLbC>%b4hc~O!NA;W!L)-MU{;mu5}#<3lYp0H98m#_b@JsUZTQ$kxB7}T z7wo&3DgKANaIv@Nz$E=tmrN znUmA$VIwTFK`ckH08R0osJSF5zrxtMb2F*T7%58E&V`9S<0@Sl3-_-J3+oP16VF0$ z!6P)3@^C=lv=7|5cVcWi`LT3O*ZD80k2g?4&jOlz|LkHnl8D?sW>mVXKNb}=96x@% z7}R*q>l{LP4~iK$Y?A$h1^r-^iP;VW_&in>lgXXMtQBG7T}KK_;+J^wPK#f+ug8Uu zVFfoL1A4z-n-($2?&P+nqZud!xv5G)XBf53Cc;97lAx+E=Te?LX(@zP94oYxYtXpV z;6kyBD3SH$<9Jt>Mb9raf(L=!j~7lXj3V*GOw|wf^j=FZ(u(}^U`^zK11)$^PmFrb z)9DWGMCnERep0dE9|p0y`ul={n#}Gfu|#xHNbJz#$j?Ap8_90-hOcX!pSBcjgRIJg zX!W_{f9T#=$o{4$Am63fw_C<&W}aTb6kQzQfPdLyPp3A9bk?{{8((1D_Ii4|klinN zr_F7bnK$!r@*5l5^>C7CDO5AsDPfV3^qER=fWqM+F$GXoR-X0A9Zndn{P}3Bq8uR1 zWh+;v0-E2W5ORDpX@_#F!ET1^s`x-X)1uYDE313s%{Yk>4={Z_>hE7+=VOl}-SY-f zuFVg3Eq1r~+&%KhowYqv^C~uTB8w7%aBL!MtE~qhMoa^30Rr*>XF3_2QLye{AKv_5 z*~$`rW8rT@ZmcSJ!ltrO(nOj=ov-WIt8I+d?DFwp zYsLy@`Cfm2IGdm`{1`lV82t#)s-wff4W~yu%y8Dn=gC!Ip&b<3mcSJnA?Rm~V^%;+ zJU@_`JszVMPI63&`ZA*mar-XZNoe5qA*z~&y8tWY>vG{c>+A1@lQM>@hhq8Tn05W% ztz8j2;uz%H-?`aAG_rOSZ8lx^RWGmBz$x{^`}gC}jyg$7l~tgi{);tkIrKr9qct5( z)5c`bCioTI1NG_mCF}O>a5%%eL5+FT<6x{%8Es`AZ^csEqQ#4E-M_z^N$``&$892< z2*n-zhX+4v_xVNa9#CnzlJTIf{M7N3frkgI@MfpaoWA&YP>=?g`RdOazAbxuF?+UT z3J*Xkx}+DFQV7)k@X@0Mdn?1^>*RVYt7;9)udvrxz&O6-`+Z-CJU=LLnXT!=SMmJ{ zIB@I5i$j1DK0be`yjv~IXlWr24PCcxT?geFfdK*XWV!m45nFY7^za4fFeg%Uq7){t z+SjaN&qIb5t%7(#K#cxODF7|@@Ct6`Bb`*WCKP*vO^y%XE$mt3Z8q76i10&*zRcRv3+-ucL39LHkKk&lhc* zOTp^NTlfHIU|}IAj?c&|=*;+5Iwoi^ZMiDr0i7Z)T-dwMj*m)2I6@@(4O`&@)#}*z zg6%57q&eD)uMt<7tR<=tnRSM!b?(q%6P)j-Pol{l^2?!{<3hxM%}T9SP@lQ=<#W&` z+FY@K60eJPNBsnIB?SaQg%y^N`!|L9D3qJ>E1u5iK2h5fjQufY)WU& z_05i)K1eV#xI4n>i8+71H}E&#Rs(iY5|)WV96+lm9EO9_WihMlo9>kQEmX?+Q16OrLnRxWS zJVXUrU}U)U@eJ2SvUtRRj)qg#P>>PYGq>Y`;T^PeDAcf>-gD94=SnUa?8=&A9ceoQ z0&d1svxlfqKqZrgJDg6$%`dq;M?i@NYaiCL$hfVo;+@rGKrM}!3UpWc`j1~e=PB?i zi>^Bv)#*^IE{!X$1C%D{_>LV7Wf=p$Rj;#`wUkFqd&oUK(i6Cm3D^+I2v6@@!yuaz zfUa};DWzsUX-hF8J&{>h5*b+RpvBgh)>9$mTydg=Y?I8>rBA!L!v)w;P9j9I()+)+ z8}(XWK^G`HQ}^iXbQSX#0Ns_O&|4J)FI8 z;dbCaSo`gDbZS7l5=&^ZZ!yi8J%xbNqcg2e_cbxN4p;nI+;9S-^mZXvsf)Bs9J@M%La^$fF>(z9PE*Bv7M0H(wOZG{LK={ z&3pI!RWuDv0r!tiJpBQ>3pvsqk=fDfw{Vx?0)_G+7d)8CxE}c2w^d(npvaR63Be?L z$%h{VyE}E}%u!&GAY<45EB3Tur3q$8eO1*?*ktzU-8+nAKAuzC*jS|+4BoYCMbz?x z5$p+d-N$FFwtxJbO0a8>9{8yZY`gLADNAgW|EyqU_3svqjc4qk87Hp%kU6`Bg%pac ze1`$Yu3pNNe(jnylFu8Qj|I1U`uuqgjvvD;{C>trZl%(rC$O?eJ*vRFa&+$cKRuc^ zYZiAdxH@8@BfF09@3%3t>(aOH9w67UX_@82XwA(5;Ew@+>a2^~$y&cQ4do+)=JhwH zxo3TJVL`Y-Ba$sh8a#0yDN=cD_PNlx_h>0oid)J>o;z=z4IN}hUEST_88_0>`rBPS z!b77polob>6!5rpIy?_+vd`N$Z{R*a=%8_+f&)H#g>_zU(wN-~-kj-?`bM7i(s?`e@8doEzfLLJn&cP#aQGY7Ow{a;2_%UBx(- zKj3`pFMXv+A(*l8c1lW3s?3|WZ`V+)4(~kWQ)^d;hYub|lg_Ngoae%dnlTDzS_1~O zvY@Nh)gopxH33qu$Kw)&!<3n<1Xa&E2W$gJ)uD^sZ?(}Un=K;wHNubaRH`}SeaDXX zK?Z>Eb!b5-+u^{>ioC(*E5F=~K?)^{*rB8Ls|1pt2Hu_b;loxTC)2n|u%jziD8?Tj zwSm;cvUc9<*Pbw58GL$e*51~s1!3%rdumQWCv%0z!k`7DRNr&81v6b%r2;}`&h!Pg z5)F0s@b*iIF^sI|NPqbtqN(r-K%t0|VUz|C#RO(2wm~UX1=f|X!B3YZ*$;2KA&)+AhEr)SzVQUZ=)_0qrry3? zpT>sZSX%*BfiQx+XP!g0^7EQP3l@1aRx8Y5UN5JqLEuhJ_9La`q)uYzD4CzYUy+^9 zl1ud)H5zJas=#{4lj$eS`h@J922St)p<7tw0>D-%TDz`Xx$^awFDkE}7T{tG zziODNY0}cGAt~i4Wl@2dh8|rQ{=ur)Hurwxv5l#qBcM6F`T8|0(j5q%tqwNiu3EMt z>Jx38@cMc4`SWPb(oxw``;wbDmdJC#t=#$c&6~6A^n85y<--8V_8vTVC-~EwHx|8n z_qMgM3Aa9gYsNT6sOXOQ`ONrIdm^MA*e1t;t;Q1u8XFG|li-ee>-ikJi&I8(1dl+) zqDXDps%6Vv;8jwO3$<#Dv9xduaib|U_Yl=3sQI*YZOiy-JaIg5mn%RpbU$n0`}vIO znl)`|4(fG+feL*F{}rGqpIVx^fow+a`J|;glhl~l%QxN&P%(JhIf{d$v_bGnz;u~< zP|s?`P8&mS!y@qqn!bncLpblcP)gX$n-#p5WYUSp!#uKkD_dYH>bG+iWAcL?KssfI zl8Lp&1O3_GRR@=O0*wVa?tA~V9EpHkv<;T4i;*<3foyj3`gJerx8Ys)*}w%ni=%M+ zYiq{m**7f=X*g;6pSsA=Wf`54=`=MltVczoNA5aauw%*c%jh%MhxczUshBJF<7;j^ z+9JnJNAOe@&b<(xLGxxIWg)c_)sXQw%@aAf(PzkPU0xjSf_Hx(_@llrfVU!0AKQl*}qc6DVvW+uw@>LtrE zHB5ZX0nW9cg|q})82tNvdtmw5oJEDkro1CZjs$AC*;|bL&}psp^;VSGb4cIV> z)&@s$q1h#|k++-~roxmtFMp8wtH~T=`dncs^6+&N8TjZC-=5Ae>)wrF4ogLN)E7OY z{MQ_`x*=4vB-W0-h~m={+*-l0*}@ddGS*@f0lmeSzGY8R%R8ksn(VQnYDYbbhQ0LJ zkRw}HCC2~p+j_OCreRgZ3svL1ftza@y)`WNEo+)O{KlbUVXH1VkG_0n^nU#la}M_3 zQduFG-4ZYE4ZnZpXHMY0DfdTpZ@n$?es3$&*f1r z{d`i9lJ#Y0Y4VpDA*G)x*T>IXpV;n1PAl7OCv!eHEnfWAqxw%f+Pf!<`m;i8v3Bi% zo(Hz`9OoBk^qy0TCBH{r+kba7o|i#ct-;8*Xmq?w{EV?cQoOn;2Xua3JT#`0Np(eE z;5gNFJJ+o_&5CnD@urHZ2hK@Jxglz1%Gy<}i2=G@x@@KAUU*pP;V1sDBMEjIOr*nO zhOyp`w{<_T7i@o24G)j0Snn}>tN+!qmGRZ#4=jDI?OPXBRJ_JZegDsO?k754qLI4s zVI?I%3T}y8pMQP_&dl}2zQHYcO@2KE>yj|k3&>4zD5c4!DH{zeR}E#lK*y&n);x>9~p;^V{2d;BBCaYcO#&zET*1K>}klWyp{iao{Xge)faD7hn zxmBMgLbEydbdd-Oq4a7qb=sIwqf!e?nsirhpuT-G=z(Ww z<~okeF?v0yVl_Y4>ux&IHX^qkM~jMOSnIEMGkWvNx^(Z}fx`X$)!eUzn51=}BYA)I zcYL!o!RKZ~9e8PLRxx^a(nsy9W{M5Jn(yFM++(PtpFl-`UhTXy6T8WTm&{wYj=H?Rs!U2|$5ylcsIGR;;h!t7VUgj#7= zaPZFX&e+XQSy=R@^bg8e?dF{ilwB3g+4ozWf11ID^a$GC>{UapzpaaJli9b~Q2*%@ z%qm8HulG^u%Sr{vRCXj9|A&C4&Ss2t_hq#q`^AeBN$UtQk-VtCWD(Fs z&tGl0@F4(Ei@PtlzZmR9G?BCoBG)I*{Noaz*b~sTab#%34WfPZ3@nZ2*9&`tBR+-Y<_J0C0g@# z59&=HJ!WcmbsHO-3ngnmuO5Wnks2f)EO~5CM}GTLiC%U+9_O@ahkj{D-VP5p8@Xhy zQCkIJC>3tvh3dK=7X{z53m*~n_>Pge&s2-Sb}uJSYM_;!aCoA1Gf49no2w<}`rUHS zF)%nl0NIDXpEvC(4!@bS$>Iw!!2S1yiRNwD`3KMhiF%Y!@vv`%>{)U=%x)_le7?Rd zd|CPTxinWvl#K&Cs^TtP)sYAC#XR#wlkiXV=#NN}{Mdx*Dpz<`SxjRx!MTAqW+N!Y zIXJg0&uoWfdvMZ6Nbxxz|{>+PpeyhEq*vpg+4Cq;>8KqLLPtm2^S&1 zc+G{Br&K?3YSC5`zZy4$8zfi}D`Qwls6n zR6@1Q%%ey0P-Sg-!XCtehFemUl86r%zXVe}vy|Y?7yb_08e3f(fG?@ig^tI(O=<&@ z1s!U3!ueZy%a$QOC!BCN`m<-xE^`~aa$p<2!Ifz}!Q^gbWTbxjIY+N0qjEI5x5KNW zN-^bOOFJaPV3-7<(b4`?(C}?U)pFdVdkjuoe!ntmJ9eDSsj#pOWV97Pg1^4zX0bbx z#wSx&RV}2R6Pdg|>1z4?_tctb@MvF+n_=c#WGT#{&+Lm+xD^GAa0BknYc@2wu!L`X zm*7Dcs@1jYh)?P@K3_|$QCs&^jfm6HgG2mi4`e%swgR(KEvgAHa2arOZO%RaJo)US zspXv{g>F*Ij|_YK>04MH!#1RK_}7$p-(JS^)|enTEO#4^tO zYX{v1x3fIr&q4%3G(&jVJgPNDZK3WA>DnTiuIWj%V95=#Q!TG+8$e6^0|JyQ?8Zj!9Pn+q$Atc&IUkk{JSpy0TTHSL!ypnZLp6MO?D=1w@q7~x3J{j+nHcCRcpkMcOgd4k z?WxF2-+?1-SLqHO91O_l3%G))GGkeY*4>ZV?N`hHCGY(4!y3v-Ec`7oe3#@fVb;Q; z#5+qa*F78g_d_ddFFCt+Z?jRlO(_Ux(Hd|z7x(03#6n2Y-BZsKnSmey=i#ruUVUvX z=JA}X^iMw*lvZQ%1s=7Hgv1+A*;13oOLfF7X>0#n>!uTU*&;L6X6NWO>4_i8TC{3) zix*#YZ^dS{%lkW=yBZs*(Y=>DtSako{v4ag7YJq3HUpa7xt$Ix3nio0!JUSUOx`J@V@V z1r|}af%h1n&SmbzDq~-E&Z%3>)3U9nK23ZU)a~zQ-1L4uYttiP1qp-$ol%s+Xf9@~ z$*WCu6gb#@;5SEeikI#PUT;sHm7Q4>zusl<-FfzKm8N{}`YoX8&-c4c+w7}TUwhr) zTYXlpSfD^DZ7F?^sO0l|&m+9wy3Q^VWv-qlRqyBO1-C*pj3PbaYN`J7oW7_Kg432< zKGM0qzrR1*q_nJ=WcxJMg92IT^<15K_Ljr-dFR7&KCmeM@yDu~S!e1SwV0%=ZAwfv~zHBKMg zqmb;w-@kI$Tcu5X=}1Jj`-C5moIUx1b($@7xJ}x$alhu>dDHt19Y)@(S*y-2bpLko zc)dGBg&KPbcR>C_mWJzT{S6*wK8ZcFwUxHtxK1EeqJqp-Yg@4e^r2IH8kIVoypFXmRMei`Q0Dc1X&iHNLP4IN_< JX*SF2e*jo~i$nkb diff --git a/images/growcut_logscale.png b/images/growcut_logscale.png index 7c4ed5a8ce1c2564a86cbba0bd0d29359c08fe64..09d1bddd6ded0bd4c5298546bccc41fad561e976 100644 GIT binary patch literal 32781 zcmeFacU+ZSmL+`6Szi?l2=c0^NHCye0W$(3IVTkX$&zz0Vgx0MARv-2IcHE*l%SGx zPy{3g36j5c!0M{$uCA({Z+d3_7=Cs&uipFc-1D5X_u6Z%y}2)WQFz^Iy44g4Wu3_R zGtv~w(s&AGvEs_*_#4v>MmqezrDmr@WLM(Le&yAB`0rKM&nuZxC>t)5|63Fx6s}95 z{7Dfxb5hpYzqiRo)k|x3ZfKmh_cq&2@8FdzMzSpZtT!{R@@nhe&8Vs6yUUs3xkE3s z?xwaL*WP1%bgAj~74%!_eLk>Tn2J9{6Qk7RFhgwl3$JBApR&oo%mQeX`IP zw-6k6_;l<3xN41s-`ax1OK~sw;$cq8S+nphCH4;G_qXdG|G)44yVoG!b&R}$)L-7o1u4GIbpLqe=&uU zeljvLlEbf*?zr{fx))AE-_GXDPWE)yr%<1B8ylH5Ugel6+hnZbG}4?sRlW>%O;@Vsx@Yd^&Wx#8{P=QG zP*9M=Z*Dx0UP(!bPQW&~yE=w-!-frV(TY-PS(a7xDf%(*`K$+nO0<(EM|*Ut0^Hqq zC)KfG&BXnZd9m%}3?o_TqB%E{MWe)QO{GMZJL zD|2i4I`=vQd0X2|Cfzr;S4Al$g@w%ZY08brJfHF9GHQ${aM{o^RLGcT)I#+do2C6& zT%1(d-QOSkoKs(~w>F`uxR~{)ph~efyA0M%E>x5@BP)yb@L@>?KJzcVbxDSk0RndN zae1?u{W;_6O%^q3!=s~eug*O_W;=4N{rh*t$-dfz(}!|K-08Rsn4O%QY^<##F23NK zoNAeiEh#DCX!3g{?AHBmt46Y_{)rRLwj)1Y_BEt!ZOA+AvOcpjz-}c1O!_jOhAf=f z)^v62uggk(j|$(oal^L5SLge;Z^2r{-nu>2F`4!giK=R94+RDu9?Jca*5XJtYRc@I z=nPa)R({TO;OJ2q!}{d1*_o-TY#TFyv06<&hsoqkn>SZwnCX;aSK!BaF;&H=DB#kf zqN0g(S~T|cD4Dk1~|>y&~Dk%-TM00gNF|* z%svZ*2L=5pQeMdD6uno>I|84zyD=ka^_n#)4pWvnr9TCntO2MvD*SDJ~Yl z^Ko8Fp*UYLsEvPp*!RM@9NW=H(a~&Tc8-p@Ww{P^1y?z?@7lFXzO%%S`!il}*Tcgj zL9dF%?}*EK2EAt&_O;PBz6hPcF1%Z3z_ru5b&;5gx_ZDydU}IrrP`Wb-`wFEoyPsi$BFOr z*tmVWQt!+*p6fxEIeZ@_Cm$12(bJ0}-@m@KVyoS!6!RZn$X&l5YAbvwpsvcUmE#oX zFy>2Maqr&Bw(?Lh@3E4S3$N63Y-_TcTh?sYz}?u?^cc^#fu7&2<55+Qe2nsT+~+e6 zEztxAGcz;xxQg=fM{nMo@^cKdAHGkn6e$y~oU+xS5Rs70(C45Uhh9~bmbJC@wjEps z@!d|nwMX_GKKvy@I`qL)A0M5cf-+$jj$GL1am2Ve``aOUWUr;(e=Nol)3V>Pn;ETX z@9Q(vwK6d&Q!&o5C^fUg;raA}UnQlzvr~U|dLl~l<;~KG6#bg&_{#-kQ+*bkDk*PH z&=eL)RNk3p)Wm1eTPwBU_@FbMeelDrheX}+b#>d_c6t%zT>Fgj^70X%yy>$N$A@l< zzrfSZ>9A0BGg)G%K|9gzqw&4BH`=a0BV2aI`1>ra!(EU465dHa=k_&E{rYtcu|q4i z?&HUgdj7j=?k#?U%&Hs1U_2S<$}8iO)0!PX=(S0Aj0~Ht4IyT z>wMlx_BI2*rL3&1=Rvj15CqfnnVSsM99)?k=4Qs-WqZqy*zr3|nkS6EWa2iRv+Qp? zuz&x4>Rzw2^~t(2VYXAFJ>mZT^qkkeoH&#>o#@S`6ihb72y131;>3ZfbUf$s65pd$ zsfH>f!hibo38~D~)Uz@qfjKHai~Pfo2*(4%}TJq!!AxH5B%h0kEtU-#M*qS+F_+Yl@}+E z{qDLQvWkk=RweRT_C^$Wu@=93cUHe9Rt|TRY}uzg@#|NFQj)g!&xh|{_1&x+{X;xPUq zcXm?WVX`Z{yFB#adU~E9XJ==Qrk_Ys`XAl*c2`Dv$j7Sc%DuY0?Kz)?USu~*W(QJI z*H;(DgB6_Q((ba6(xDtLR!}Ijs%*OeL*K35u)*i@HmsaSX~IC>oI2oz7F`?y%kbdf zm;RFlpGBUZ&?p#WCv6o12N-!mfPP#vuhkN5ma> zpcF+nGd*qo{liATF)UnPeM<4ZXRONSl&bA^iE!#y%U-^GIr4Ngp6u7JUs;%$zjT!P z8BT5;&+ztkb938iKX|hA1-}B|LU~=1PKrs}Igz=nPO5xNX8+nGU<5Ju*7`eBZ*KbM=jTT>?;>MYoM>EQzd+ENWOKXfu2@G(5b)f1tB-zlf-qSXOg; z!?l*&oV5jCusKAl=FatNl({DHP9ZRvZ&as@yL zoS4`vI+ECP?-SYLukC9ZC=|5l_5|j*BVALC%v%*DC&uXb>+=1}TBfFnS_N}d+CDeh zjT@!9$AKH21U-g?cLv_#e~*kb3QVQ{IY7V`QJT|n+S<-%DdpGZ<5Rs!&-txl7cW^d z`s0;b5sqWA&mo_{z(CiX0xVWmR>f>|A`jf$YM$&mO~c4&yh|<%ExWnYgQ`}YVR6l=c zSXk7_Tg#R69CM^)WN2wH^N5~dEKJ<3;IRk^}oZ>~4X%RrI$Kx$dEfETF0be^hw3jYl zPIoBxSMXCWFD+{uo9&NxaHn=N;zY=7^eupV8U&jt;uE_m7XBI(2F-H#helCZ@OBj%q&| zLMEdF{P}_S5vlj$sE%tHa=!^5SJ?)Mx&-uMh#;^~VQh81(ji0@H`Jgwl^GaohQ*zH)eh3)V`ja-8&p#uj#5_soloU0UN zhhn1FWxFD?2P%w<c13*IWJgvWt`eSRLi~OE+?gGql751=SG#6r`og19NX1 zj&@g(G;q#sXAF0rB=Q=C;Oi>eKOyt%W6PRKDk)3Pt>0WE8h0T(MaOl_`>jSU^@!6^9{76}Q76oa}% z*{MquO8;79mRvleV|d0mLZS%m(oLBbDW>hBc&y?8=ZRML(~cqNhzA^3!uens)$Z5g zwEuOTAQ=gPQBT}ZC_;85VnTg}S$Kd=$97H>QL4=~WjUkOD&!0paJ@xdbG^U!cG}Cz zO4+JtB^hiO$@Ay$p*Yp}rk#nUoE$DbL@s;h?p?j+Y#UTlen6SzH2TdVA3F0FV+)LY z;vWE_qH8Joh;DjyiJ{FloeVkC!^Q5gB_A?T z^T=hGY8f_X*J<~XO&}K~i|yAo>#4tJo*lZh>Z{?0s;a8tdq4EsJv8ix?)blW!D;?O zQVgfkFTl3@z~24)dulYCQj)jQ&@gjzEBGAJs16nL@$~c4Pufo?GD2TmPqkVUANYdb zDhjJOJUpDJXN*|Kq>GOV$mPi-{`{B-B1`g!4N|74s`sx3<2+sDnbqspd%L&@^Qtf0 zP5HZrTfLq?j{-nt{`1fL=Jp`^KQ1-Bc4ZWbMKM&Hyfp=}y`-G$@|&gN&knzoZHrY- z5uKSF%{ssd+z8C5{Im0OjfaGw?f{46`jzqhm$n{K$DR6#XW^^;*W;C|Ry{Ru-ztpv z7-#1rOs-P~~w4f%eU2!*;wsrtFn)59)SMPTna0NZzvf*)j8#?#h)b-+OwfKYm<0D=a+sb;#(fRky_w zW&uYDO8QRnKLN|1uIp91+0?6+rZD9`c7XqALvv`5zb{D5UbUr0xlf+_5gHmQ;*LU* z>Eq$G0Op~f1DKi5mwRnj0MMD)&fR!ob1|v3Y82c z|KuN+UK>5oRxb?{(irWjNi*Z5Tz^MMnm7$1Z5Oh2*Wbpw74jS%xayE<@wIn%{;3SW zpQmwgaR4AT(?`kQwuUui8O4q5?US+8PR$WJ$-9TV>fu98ZCdirL5;W1-Z{X=a=|5y zLH^s1Gj=|=Ot0c-l7GW(r2KJd;oJO|8~^RQgcV!pl|kU)%v~Me5Czw?8=2b9$3#U5 zSSUC+_!w~AV@9Fo=627b+p9JoGx>IA@7}#23g0xh&tKNig|cQnDI?4_cd#7gu4oSR z{7}=RaC*i1nSx#3b@nqKpY+tkDNK#^&3&2Tx%oSQE?Kd@5?f5PSBJxQ_H9%wyP%-@ z>AP#o@OQ_qx1R88Ly{eyUyJmKmGQ0dq-ZT^ykJu~^h9Twgq@G(o=$sL4yU4Q-J@?W z?5p6^p|6UNY75JD%b~q1KGgeU8x;E$+`})v_bofL{8;Ts!ZrEr_4& z9Qe)bIcbZ8%1f8d&d#EKob#ZPg^jmrQtuP15AQ88u=BZT`hH(OGq;I}i85#h#?^6` zSoiKdix7au*Z`p ze|8l~ivXe4)++i90j7q4Y+?qzi4q6#xe}<`;@9A1zue9HE;!%nw;tW z%$|c2Q&X&1Ih-NZ)Q*;(FE4N1UAuj^2zcsvxl#oUpE`rojLx&;9XR)N99Qr4XLRmF zzK#ToTc2+7Dugw#jx{bj7*Lh4s%&f*kY~=`A7xWbmqbAXy21;Yj_%mCAb<^$+d?yU zVl`VWH*KK}Yxc0EHaT049bDG_XuD!Q`#vV7GlXU$p(fX1s#|Do!p+~`pGoAi&|EeF z#Q2ERnZzranzTE1u!4z2g{2+}DKROj3Z)al6jS2^H3&s1=3UZ2 z`RA|*DK>N9A9N8gyUSj=?B26y6a-Pv&(A_NxG9ul2QxA=)q5=UK@Nd)uK))(3LZ5= z>eV@K&Ct3jwgp!AXNtrK8#uJh9i8MmDRg!{U)W^0s0 zpx|VG)<7i~B5DGjR4`apxj1#T9J_IEgcElU4^GQo#Td0Lc`ym7_FKs*ZnZq+yo_gM z!C{&mJ5+i(IFZO6)AN=OPbL)ZoTpX^E&{|Ebs8xSSr2P`SV{u%#xyzFt6?*)6@2&{Y@&qzP^(+d9$JW1FYXfd6$1u&7919 zaOTVzW*(l}O_#hZKZac1MtArUSx`==S$nFI1A?IKxBL4mQ9z?I`n>O#a*Cc;DxO?? z{9&;MB>PBwX1%WR(C((Jan2UI*8CeBYYR4ATDR?RkSyocIuOVK4r5BC&pC_Bt0QIh z&tg=XK<)Rgv@Uic2-d{g`;RRn+*nr(YPB_UwNIuVb&B6$eF9*^B z@I1boTl4+ed2-r-R$WBljW1rO{36MI!W3Dp>yXpLLvic9B48h9PS+@w3rg1vqtNWa z5)uSm>Rt&}Th*{3wF*3Lif+X|KQotgJG617a)5FL5e01vue7ZGOtFeE@g%*ThO{^w z3iH`%8zB28y)BAhv>{il>ub(w==Sfb2qzR-pyOnu9Db(e`$tb9sFdmeUs5P(YqT#d zTL0!MM`Tb?P~}WhW8(tEjk_#)IH?U zqep(KkuiK0-9KWp`V;kz`juu*^=DZ?1zWaaMT7t5ZQHKV#u5<%6*Xv5cdf9-0UR7X zJU;FeOLFViX_g{FupK)liy}P`cUKj3a*0KE<;SqkfGx6;l9Ih)Kh6R_U~_>x4hPRI zqHu~vSSq>99;D&}0rg6C*{Lcd1H*d%7je_wtYVj}Uy0W5FRrVbcwR^fEE_eNWb!cq zX4!^vVpFzmCqKBcNb%Il#y4RXe1k!80%MEVjr9_?TC1Y4uuvGpFyW={3xNTPQqRc@ znOi0(?6#BLf=-6pR0pBmpo_xy2)hD0 z)6kH@gDdIgg8+90@A$pPkE@n@t?POyQ>k7#pq=&fx$(Y3hYo=t)CHg8RFo)8e)9EW zWJO7QM1^At20r-gL-2fi9cCvwk+xk0eiGzaLUw<1 zP8LK#RB9YZ#UH}v26VJju9cla5l*-ZxvB3TJ-h+}jLdRT5;GlOXOF3@X+X6^DpNl$ z!*U-DM_r3vqH^Js%BC5qrC|40YI@(nRt-t4vQHvKPSNMjghXN!V~HaS5(<#|mmK8A znVouX+%es}dGj6(4GjR!hU2{JQ`Z(q8WYAMzsL2}0rEb-*mm)MFg7IFpx?lE1o(G783A~3JyzyXQ_|Bdic-unn2qvbXjn(o`h2 z63H#tX0b^+pIHD}c5oY2VwI1f&NPigAxyb`#;&HXDmTQT=u=6m)d6OmrHb=Nhg(ZT z;nRe_pJZvNRZ4by?LSrKTT;=dRb}64?V`ta$#ZHatB+^#u&nts%71UAU`wG`$MiK{XTfKU9`Mr&M zD&sWrI5c*UrDR?6aJ7u0?6dX8{LydA?vEW@(f;A8=dq?G=_g6pe11$f7)7t@(fmyH zJSZZi;?JlhjebcRt!)M^#;d;EIBnceT5yA3O4rE+7<5YH--;Uz!9~+)JXcr6|1wT* z*m@KY+TPy&n0c!twO!Bk{kwN}z`5Yd+4P+AGM95a3&s)a)w{@FLT{oYdegu1oy4v) ze^aOcMjH;8&c89uH>YPzPorE=OGmpQi^lWlVm41dNGf++TpF?6IabVo7_|&fQ18Bbgc{3_A~x;yw?N z0|yR-b_aq@0Nt(!Pyi2wIzzc(%=~WYrjMm6gmy(hql+$}RM&pHB_gu7S z3%xw9o!Z|R76X&!AFVy>g`_b`~MK zqcrjyO)V^DP7go`o%J+}4UfKD&v@2aO0cLcORCxE-E%x8XMP6q15j<74x4@dHn5x9 zs?e|9)5kB||0plF;oaJ|_cs&xT5z~B(?VZhFnwu|``IN`sA!P2c;!8Vztfun_SvD&m327zV)&+5As(0)T^(x{?ra08IPB zvRhu19A0bZGr!`@d$>$i^s;es%8@z%?5aF;JOdyEP_Shn;|%H%Pzh9mqV@r02#J^^ z=S@#fOV?Zn*dQSp4Bd0$4M8oNGdDZM!p6q-bCijRDFX3_947o54qHg9S{BQZBU0sF zq4wHIN>KDg#l^i)M@+BXdAye6llxvVoDm^n6#&l(MoAjLW)yln&5l#+=#HJod+>ZG zTW@VJhk99zn*p#O^#}@9CJ~%V`GJhf1lKe?-5L7d{ zUr-|UzWr*bfC=4+xLgDa1j*RQmMKJYb9}gk9p;j1$p5OnJg94cZ)Cu{7z!5P;IqJw zK#ID-K}n>Gk@q`{X{H>G_?13*^r#X#+bBpE;v<0?I@z1_IeL;veF*HtYX4=DoJKpy7WU+lNymV5hpxBpjU7oI3Pmag6p%j3;`2K0DZ_}SrXa;LG%+2 zvp;vr$i~(-3ZgR?CxNHwDTkM=iBCd2>w+Tqz|~bA?~bh-AD`05fp_RRht>lyNg*gd zVTBQ6m5=_SAD0sb^x4%iH=Bk$7R#%R{Z9l{B1fPU>2Ar(s5Xj9)JtR8-55NzR>*q z6IxnYx(NTaU7AQ(-jBsB|(%ClCR6>2pt9VUxkoBidw`Sf~3jO2B)NtXCYrhc-2T8G*J-| zsVvLBN@(#&9v5JUhz77WZ~9DV3TI8Y&3X;6M(!byS-rcm@gqnoJ$dqEeWnF*4HpvtLaAMZSOH`j7aE=T2WoE+ytcoWRhVu$jDMT zG1+1tJ#Bd)%7gZy*&hxSWEh zCV*$ugd+jmWUaHT2IR5&d(|e^lHxxucTyA|p#ol{Sbie0q&Uqv3j8cN`dq*+Rn89o zLIq7A zxzbxJHdOx_Y8!2~8&Im(DSfW>Q{YJmmO^*<`$z9f$sfqc^Yo-y2k!y!Tx{qJ&X6pW z3WN9LX5`Y{pDq{~-hMxjMILF8_C|-ZeWPvxW(H6#&!N?D*B#Q6drpoVa)uK3$CWRkc1aHj}7x zA^gf3Nd5t_JM1}ueGVvLiQ93f)3gbEAQ6D!!$U&{DtJITtB~!7%{)SkVas;8k3bsS zVyAABlvt!({RVJ(v^5P!b?9)g>!{<+*#A z)N8PlKmn39Gcl0@^PVvE3~-*-nHnc-Z3zpJIthz_Vv(#XR~sl;YJ7bB+dyhT z*luoHp@(g4ZLhGq)zj_%YP-u4UJXmn}frE4_$N~$PdGFl5t!maG0UA~oL^s?^ zvcw2iI+Q4QXHXB|NE$4}C=MjJZE2yo>7=p#CVk%i@84w&E=kMgF%fGkS0SpnxkgEW zvl2C|T>=liqlrU?z5%o_XW_wq!5JvBeApUbA>t;spO=Qf_5JJDmk8e~+8fo_fvVgM zw2#3vA&!Gcj2;kd!mn@}`!M~L2=T5{9QzU_$4VSd5HMKf=7I-aBh~4dMW+v(gpAmZ zE5f-qZ}=&k`!G)UAZG_uDVFl!+n`dO1fgyFw87}X4EygVg)CzuB&k^v@> z*4g^N3=yv|)`-ZxYU492kQw2rBpj@s@k^wK;;@ELm{sCR{kR*FH4p)HJ_mSxyqeg1 zhe@rjas~x%QE6!kZ}>H#*x=T%4~RL2T)c;3g2lhXp7}ta8Dy}C0#`~N-*>FZ2Tq?R z{MY$BzFz?7mDIRgJsZ7mqv`4C5vX7Itor@myE5oo^g^1iezg7Q_wMc}$W;ygD#Jt<7wbnYWydsAwCZ*4uO`UM4pv5i{! zcq{gF8B(_4Co4UJn`^&g?B{a|3JYhKqiHNOoeFF1C@mE_i(Z6cg^K5 z*>DXTf|&DhDEGr50+?|gYGXXCVL@O^5A54_PDDf`N-Zmu2rk6x=_WAt41PA*4m;I2 zb%ABemqWxk3sy}^Qt}B{N%BS%X`FEQ0dvp>thgTcBRRM}+S+>{VOGxzWBjSDw! zNR6T6)C&=GnEcStpaNJ>4kAedz6IGm=N>W3Ilxg{2Co#SS;qwcYjI*@$LfRucoKpR z5(3*;*8>5&F;C=BDBy&PLTOpT(a@_$;0j-7j5svWzaAEX`f{Hw%i3*&UON z?6T@C2rC0sqZ*A3oc8y$BV#b2wbNPDu2vWun+XZzumWbeaNh5Y}+Km~& znw(JE3c6j*EN>q`9IQXeFw&P}PggnvWKx8gobVA)HTS_pte{XM-6VuB;^T-(Yc3}*!#UKz0U>q~b%#+oLNL4w z=tLxgm#7Dd%2UJ@B|+;H{Ge{s+?D>kX35&6bXwZlMJ+8FC==+8T)AC3-s8sH^>Z7( zMIG{L`%&#{07S}}=8;5A-L@?P%G7(kpEj`Tprha-`A}dliRY4RE9|2R)P)accK({0 z(ualFwlAe78EOb=Jivadz|WLL1YJx7^wup}91rZgc?VZa4;E}7MqH4UCZ*wjsK;si z8%yIq%r?GZ$b3}x=lfFZ0__3mODhP23*%rIG-t7ucU3h09!XZ?cxiqA+Orb7zUO^4 z(kQ|Hf}2+c7ZGbTZ`jDg%e!&Gog(=O?8=vwE+oxSC=$DtI`1&gaY&p0FYXm!%Nm1F zZbLP3o{1xW8RY+0uIgX?ju#Cejk*7WRiYsahIm4iX%A%P)cYh$)cMxUtD%%N?fY<6 zfVyk?(wydIgC@RqiAU4dlUSI2I^@+!+KT|^WdD~lf1k0Z#K!oYv@jR6@G=q zl+*`~!lb~67lNxn{Mxk$;#YVf{um?4EXvrw=({c!t{-KHG&fB z68@ z#zIR+M;|IM`jfn1_R6#xh$U1RfNP2sdNJ|Uy8eXoogP?=pFj|hP0^DRYal2d`J+C8 zW&Rb{!~e|BTt_lwTcMi*2td-L=Ub}1mx+m{f&0)Q2}o(Oh+geoU6EjV^a$tTKxzXt zs8n?z8T9t{nr1EBl=JSTifJ$L`Sf8%B65=zUCO=j*Ng9OuW0&($dF}NH$FwHf74e;hRBH z9J+402`_gqoh>KP$wD=VCorX3l(tHa!?BQirl^I zSxcJAo+KqD-9@94E?RpkWF!PaQDqQ#j)GSaJqBOEWOxA(p-v^nZvZ0U3H61z;0zbp zHGZppS-4Wax3_CmHAgEQ6)8vNXE#jJE-g>cEc`w&5J%cupy|W*F(cD6&s$Th_UYJd zrA+a{(hZ9EN`-o*<*55>XJ?87+y+{7Li_f;-}jx6nC9jq>tyGfS)G#?%r-hz-Y-6$ zes5$2_gy?1U;u(k!0%IwxivlXi`AOK~1?gXg`u3Kp?KzNZ!Eit=Le>=)bjs;#F#Q6{qzez~!C|HLmhM%r5O<$QY2Km1N} zvz4dcvuE1~tqP+N#AfJVi(|bt!*fD{<@}{k>%ne4l^ux`1;h=7j1+ugZvw% z^~<8Z*Yq`UMu7%vCr=OdBw#`SBf|X zt-bSy_mxFYWobfAB?P;E7=FM`E49brwU6@BGcn)1C#9tx-V8eQe2df>PrX}-5AJ<% zk6(6*`Ml!hKW|5yIXVscEjbdT=<8qbeJbPN!S<4mB?1}Gj_UN=1atdc<2ueU zQhzZIRx_g+hJ0Ppr}>@u;yG6n#D=e0x@Er=L<9CO-IPHMh&(vM-VJ^DlghWAye9wi zRUIu>9UIpN4bf7Ii}zkA(N&&@x4T;gB7^OO_RCHYP`T*T{Ul%`^o*3iwfa1$Ocykh*@d07s! zr1Gt{e?-<7b_1YFs^@OJUZx<<*zxTvnya4}b z!T#_56#q?k{-5m}3vm;Z1Y-CCxmfh|I`PF32jA7JAysAbt4}ewznHoOlBh5#=}2ZJ zX>q4pczqw5`MP0OBsv4yO<2$!5gfAcp0U$6+D{`j+K!Y7!w z5sbFqeF+8zc5YonV`Aqb7KL4>@6LC?x8&wjNi4*fd{Y`lLDD+|%8~fcCfg4=5%bhQ zQ(kcJsX5r)M!-Z7_b0BE;#tX!2oIT@J*@$M3@zs2y>sBlPet;dhUsay(yA~l6Fi5T zLj^o3^(x}#&6}0*z7enh;_>I@#Ck}b|9J1kp89cGNNaT~SPzHo9t)pWHDlWits`!Q zgkh#;XRCq@`=a{VWHX4KJTsxX{$g z{HU|=uELYkRFXH>#yBSl@if5t+bVXY#4~boa)c1Lvua^&dR-3OPMPoO0%I{T4x@$w z?kNS1Y$g#pe#>a^2wHN-7cQ)FWvM(nlB2AWl5a?ozQ#N?9-v^*=7nv61rsetl9iKS#OY8sbA)KKxTxhF;m1A zX$v01P>R^X9J6Th$RbP7)r@SrkTx569-PqA5F zaInN%C}(e`y}*Y$JY+GZr!pdSjT-0 zP2=#}K3TkY8~sAk_*3fAgnva>Wt`KD{tR}kysmB};cq}h^?(6!4*?t19Yu|mMo%pb z9i5(u^51L*_+q-@sKV0fT3}WLzMNT?|Eyei#Xm_6e?QViX@NDRL%S7Be6*W4znXVf zp?NTBY9LPo`fxJO*LITOpbF@|zPU_(zL2H-df6LoFyk=Xl49B{N_~}IxHx9Lq|f*7 z-_e(*4vL<%SQ;6{VqU>s(*95m$z4`jI=DvNuJl`okMKWBh0O7KWyF{Pqc~Z5gcj5q zF_u%{1-*Pfu9;70lveu-yQ0q$K^?YNl~?J*#2^IjRG)X=p-*wnk-Aj18^`e8y?YOv z$yf_8;gwf*FD%y7E1WI3*s4JqS-)<;osL4)rb0$Z@t=3=Q1Y9}Z7|OL5_W)?JP8Fa z4(y7kJEV#cjQAk*ZPCY%WpmS?=M?=n&0jTNUGZ(s7GirPt;9<<91kK8+}*rJ%}T_b z82sUYfQDXJbZ_A%QcvHIE55sdk;J+mV1vrw)%ZSSO{^#+2qF5&7cPM0c!t$%YcLx^ z0>=FWzJEPIw0zfFouLP6Z9Dh4K}JS~{rm#fza&AUm=X~mFF7~UG6zD+ zRt!;bYhxh-dsI}E_wNHyyA?;A_&-zNr)x4PWax&Su)8MC*n(-{CL72~VO~cCsINFE z?9^8af3JFEaWoz}+QClXY^40#P2E9;AW|gJ4GY^6_tINywo`nxbW7bb3ww0}-(Kruo86j-A2Vi6%Nb2U~E>!+zo4An5vf ztY>|aj$765ax#_&kAZpDuGiha@tp$w-vY>D7Yq$S0EB9>9@>Pj6ZhIz?{k~`*1Oz_ zyu0wTI$t8x5CZz^b^LkeG`FkSVIi7b-?Gem1L?CSl_?3(P{c_Q)O~*8oeK2T`NIjs zyNufnzrdx?cT+`5}N-oB)5 z=$H8nl~EIvF2Q907Ey-duCEwrTuSa2dozFVsD>0G8AY{pRb2St-(kjs&ByP|C?0Edz+7g}n3BmZdV1YjITGY8Cz?9uONppdb}NTij{RE7o-0#s9Jp<9 zUQzK`QBjee!69~bPUD4q7{3G83&A~Y_1|ZWISV2>aoP(9n&h#Smdj_-Z~`!~RloGlu^OAW#1JV&oEnfn9LTjkmBWbsDvZIeU^ zG~Bai&vwwfM*E{aEYH=9#JQ8TfU5BJB0R=Xr*Ed^X*Y~1Z zW-Q$L^S6^HgV@a$gP}VT;?74p}06JWQKIvqKBdM*^z?6`}04Oa&SZS zU+VgQQWb77arqqb-&tDyYemVHYZjDWaU&z<@PrrlS>lfh!~7F()k#cB^h!D|{O;^K zdEpywQkP!qK+5!d{#?&u-mB^yXd0UFUDWKr@6E%oLhvokLh%3FQupuUnT6x>Pb%mC z4fW^0wn+cDat5fP%)z<;U!@mfPlP{|pblGyo+>yM<9a3Xbohn?#}3Pmp6*s*cqbjI zBPu7as*Sbg!Xp2>ihn*aq!OPI`%I^_mx~uGGxLXTo)n`P&6r_&8+WGDcj--Kvjob{ zS8~4Rls}Vn;q2KvH$N}!dH$(}8SVI_j9(*3Sc`mlgmLrC?&R*2m~h*&(P&qh9;3>~ z^1|^iz6D>QHD;5?JFBE9lr1lR6D?3<5@{>Pp0 zKf9jj!2fTeYyN-i;s30L|G%I8`FnT%zjz`3@#U5&Gf-w(1q9Sct4&rD{>T^3NJ8GRjqp)B>p`BEIs4H#Qvk4L>RWbsFsd z_(J@ZUL;2YCob_)@nZJc%oFaO3eUpdl%ERa65}+svbtV8b2LqEh-4y_V4T*VEg4Rh zu|bmsLUTcGmJT8B`rmB{C+DsA@n0#!bBF?LCTMmAs8MDpkPg2XAdMprQ>%^zjmk<4 zY=PgT>ImL-=`=V^XJsqAR{X^gxjR~Sae{0yCm5Q=O2Y#^cTGkAmB_#*wK{Ow)y&`b>BpmaxPD27?b`xi_~%^auahXJNZ|yT ziWT+;jT%+6$GN}0t)XhpZzgBHn~T>7MF7r0gCUJrq^kh=u*v>sDIaD9{-)GUFr2t? zhY_x=Sky(-vk$kphmcNqm^+AZ?A=G)FL^TLMTXGH$S@w505pG>|B@>tFHPJa+83OC z#5hixd!3yrIYaMvY;8=7j=n(n7od3Z14uUz>VTZ@g?zBwk#^&mAvY)4t5?6b+b&dT zl&xoPw67q2TIgKVhtnMP=BG@&^sa0A`QfO@fkH@{dDPKW%=_YElX-lpZCF-(luE{y{hxQhI_tpEkn=IGSMz$kQxMHAu!zBsk(d8EmQ z_^?R>>0?GAb$0^V$!JS>?v9B?W7wK55O$Sgb=%OjUxQx(<+n04Er7t*HIMR#mtet& zAj!1-u1VRDL+RvoKGMK8SSh)yBwBakWJvS9hs*@~&xcbc-q~#t zb9eRGSyLmND<7wwLqoTXMTE}t*!f!?)8i9PfiV4;h5Siwbvk?jK!w+*B9lHW4@#B1 zRJBXzlfTsY^XDJ;fg|eZ^N}$>l}z`RD3C@9Uy*k`kOXUnzerp2E8}*hf zlV{kpWlLCM;`53+Ovfs1I28Vc>!n_8!dIaGEd7YPqH&SW>WBQ-IRgG};-aw-Yb&3<8_ytsb(!mg3c zuwltcNj>E~dmUbSv~I$cdt=2;NlfS?>NVy}kU187_P^rEs3y`I4=)h$#T>K?^ZF^T z*Y@qPUQ3$8<7H#y{wTj9vlW=Wv)rC_TU;!09MgV^J`356^1Bqg#PRKdbKk4r>lb*v zX~<+i2#W!v%Z-@3!Ns7CDJLyA=m#$jh#bGytXC0Js+FfPf8h|bzg`!*u3EVxwk{cK zh7oyR+s@3thT^kA|6f#v9;O%Q$bV9aeEg6*%AsWps5;tpzNQ;ITBlT3q!jQ9`-iZ1 z%<-*9bA(6a{frEw|2y<4<)ErXt$F`f+{(X~%2+#ND&N1`QI%_KhrIp|a6t1OTdH^( zmwe&;Q}}fN8Wbcv)0$2eGwHA@lh)H0$S6L1{gc|`zn=8x;fj8HwpV?+^{e`E!$S(s zi~n=EtitY$aY|S9`~Ur_-rxIV3wq@L*+p(WjomIUOu1x6zn?PwhwEmFPTb1~>(5UEK1(?@wjeueWK+NiylXnR@WdG3!wQuWFb ztm)q7%_<-lRbCKEdV9d3>sip(o`9n5$|xA?Ub>fWlg-<19`A2FCR++u`MYVJv7q12 zb1rC~>*gvGf1dG)pCDDX?7tDmgE>6W>le)pSF0G4-i^csYBk8!1|AL4Y6HZw0_0pB zF^hnhl|gq6rdR#tY@1=q0j4ZhJmzkWKvR$s%I6dRCeUhbw3`29|D{4&;TeLgoVKn9vddN&p z;T`m@0ckLXFS#BHuVpLGqK2=V4`25s-cAA+Kzr|%I}~{E?cue!isL{83!<>Q`zHKH z_pJ?rUtsx;CG=-TXMl{ZZkLwRdP*-fDoPZ$*kWgJ0FG=TO-M=xL6K5JcQ<5nGTWAn z0R8DmQJo<90KkUfxV0qGwvctR2}bJvZf_;nY3}~?c|L6i@|rDXxq$2B63Gmy z8N8!yYVEeYc`ks*5X{Y;estkLkZ~%>jG~Hos}ph7MLqKF{rdCo!+rmB&@LQ z>E&(1*2g)=EcjjkDd94(GM!1$J>A?^h^%G~1E?PGB2ik6@@6b&X2X=+aHP#oE-9jehsX zZx3gISUhIje4K#NOaKB4cyPPnf97&J=#jo8m_lKENPb5EKp~k|1c%fyi*8vgHbKgS zlYc>q4 z=c2(^4%mi>#{!th2~5J_b`(J52@?d43r>?2fycCpXh_Q(X?=w0mB`>4LKYOE8)^B1 za|7;Cw6e{HV58Aa`It2KpmBi=pupr5Nhr~r7=2E7@s1Ur(4E?aCp6#bhjw@PoXD^n zGRB3>=zhUt@-4WNl@cwbtQ-ZKzwe#o@svO;CWKAWj{83B5Y=?Ms8p_rJBrHrn2T0zm9eCcsv;6up( z|3}jK2zOu@=@Uc~A^KbTh&i1s5=dO4YLZQX2|NO$l`>>cV7i1^5rpid;`uxQ9|b(eJs__y+q&ws4HxO3^CbLR#-o6CHJ9M6m%? zobc`==;$IHp`^o$G@&{y%&vJhv8blqw2QPw5$7W=83~b}nAsVu8egJ7P#@+~rs#c! zB4rMvemAiLnj5WhMq6wYS{g{ZX-HBb!ul!0+W3=j>Bk+B#_GrsC7&2HAQ&>EsT+k~ z4Ux_q4=`d71KzBMw${mFjoDzd5RryyGUW;onkXyC7Rg%z1tb{|Zti112Ws(8P^~C&8IFEAy+JqMc@ZJn z$-W~_^1SKxLu3XKxnFnu{)3~W?E}h5Rdw3=3m0UsTnR>BiH`P?OD`Dh+$Z3dsN(rp zQd(N&ylBZtxX_FU8sWcSx#Eb4AA&Dw1tgK9q3L>Gtp(G?jUK-x>Gq!R#LLgkQ~4Ag&wLh&HY0~Z619}wxV%_1BFy5dvd z9#NhWptRs5+84gtB5cV+uPuUK3lU5@<>chL@@9MTJiWcckh@4r0BS<=+XT=RU;)*K zits|FOOYX(Ng+rfPnn<)&!8xRje$HVoWbwre4{Qx(4WJR*lunKh4bGy@Q z-1ri=sEpYtY#r+rzfXIVJbU(x(ZYQKNI(^*FUHb+JL7yyI!bIk=zOGx!PCSz&!c2& zC+4QM@QV?X)F@;y5MveG4jWMYqslfx$D}c_+1UcI0zs`veIE zUfu>A5RtlE4I!9}_!XMzk|2&vqwJw`q!}2aUCIWW=IqGe9QZ^%$s89H-4bL_QOD;% zqF{^YtcixX6X84pD}jTI(1Q?Go>HSu4L~b4y3RO+6;XhZ^&l-77@ZtPbTVRkhSSy3 zlB;v`3HBj%&-PQF4y7PEkXT82MG)1<#_i8TFvZpJ@L(*cz!oPBrf9`dipw5;fM*#= z(k2YNo=g}Rs)TQ#RK6l3&S6nF?@qc~$k;gaWn#L~Qzil!uv0mJCFs#)PAXZYOD3}v zR>?~*KV{Zd&3!s_?-PD4MHHEFKz;(5a^Hnm?Rj|{8M}}6m8h1Pek*coAxVsXD4^F} zJ;%1oX>Q!fqL9JrhnIqS8Hr2F)@*rZyblxcCC$x~ZFctvlv!k`f&wa=FTcT-5?u@p zAyS6*ZdUat&=3Mn>#LszjkB2G$7p1|nn&rC9wouSy9GwRobI4u9I)lW?=gY337PD$ z#HO5{%cRdA1NZvi(veYfni(Z?caTX(p&dWVAVUx^-RkGkk?GL{;%pc^JvJib5eRk?($ObS}>F!Lt3S&fa$uHz^6zLE!8o_`9GG76qYOe@sA|qn~ z(1s^Xev1Z4Bs0^ULJCla(HvJIwH2zIv9B8D2F8rcZw4}jY#luh=@2H$ww#m{=~yKF zX=HqXvE$DjBGQ;~LCz1dvo4}M5emr=Ka!xZ4CME_FzLdHMF=_~AiiMm>Kn4gVI-pv z&}-98hDI<&B54zm9B!ArFZi8))qQr9H}s{+UrnPJk(6sUDm1W)O!xKj_0`>Sw%L>w zRwlA7kg>_gAAyPQ9^_MFjA01jI>?9~44V71t8sA=VNW0{mlz)mUVD@b z4i3`o_mvQuNyeIywj&W8wvZK95ziLxxLJ zk%~zO3#DS+Yhy}oOVJ(etj^Fl*V)`nLQz7osia%3b+dFsx0X~6xtrHjEKy$H0!$B5Zb{^h&Pk1!3mLK;LgyO&yoeehdeMBVJr&a0p@xAR%Y z>Ibn6t?0sf-}Ov_%Q+uwdu4h+3dRJq3BR|mt<`Hg^e2Bth}4)c8s1!xdB?=h0ZsO^sqcVxb3nTye=RZ0z?-_?F(aMEwTZ4o39@G3@jbi z+h|co+C8mNr{qDaL%UAN>#66wHXZ5lS!6q$L=kbB`<+Xts{Px(lr2QAWkn;FWY}f2 zJ*m(*UV7knO(uf{@Sy}olC9x%N1}K zd#}^0@tiXJCMWd(A$X}$pcd#NkK`PtscWmuxBA2H1S+5Rc!x(KWAWL0m)Y3K3?TjT z=+# zb#-O&pG6v^m?ea=3E?J(d|M)EBo_bKHnj0^>mT>GNXc^i#YU|V=(WHnO$aH;+0O^e z^E{O~KimtLxykd~@zRGsZW%2!QHpMI>2Im@1Z^q?cniJIUcc#6pEyRDAjrmbiLcaP zk%w=MI+0b!V%?t)(+*%xA#@*`co-LtEorhy8fXMO^}#xNarNc-@Kq$G+o=tQF z?F4^&ZWv^(d-Ilb;lPQ&gN2L>-`Z_e(#=Pb!xlXFf^(d*wV)!_CxdUA%H(Qg>la4$ z3qtuhon?pyG2arKOBpty0#CvG_fRRHM+(^l_EBd8_YeZM7=OU{^vKPrEAe_}#9eFB z70ek*$BQ2uZhCyzdGw0+pfJTy%LpS}jHqO&%PD}xzqzyZEVdpG-ng(-xFz_e=P~uK zoI;d{H>&Eo*9xLsSr|S79MA$96gh^1wPRMr4}(!a$d_o@k~lOq-DkTtfU#kki(tAEn0l$}-wo;4wBf zKeN`1M<0-ZR^)slqe0%g_lF;D3vLMhViToPdALtC>g}<}T+GCWYSLNdmVW*B>})Ar z^{W-YC|m<`)t)^dyNbbGCf8dWDzfnSa^?#t0g-CFM0E7(w^_*Uv-w<``Tk55GI0kg;v`KQ;G9JneKP9nC|K?Umti&=-KMBZv7kb26&p&?^ z(WAAHGB6)W9V;WQFpLU{0lwlx$GbEIOq~b^ z8gG_^axCMV-UL74lEDUntt7pI9i+@H=4S6AWisK_T(G^>fv-J9#fTVQe99UcB_dp# zk})^4M(`>emVGiQjzZC>5+X|pDDtxjz2ESj*S{o*6`-ulMa$p5kN(pqa|5d!lnaau zQ&jegcNUF9B^pm>K}ZYI6JZByst%SkQqd@r*V%BmNg^vsD+XIg;VS8!@E^td4Il;X z+IgAxo+ z?K#oRju`o&N&7+B_A=UQ@scHa5Lx!qg3_juaAGUP@)-X@_V1|AcSqFHl3Yjt3gdip zW3AP_KoUQa1W%7xvR*61_06lIAOp&zuQyg+0rjqmiHYG?h3V_ZpUZ=ihRJV9Tl&5- znfT$VRqxco6KC_$VMI}_kgZRT+;8>W&w*XtaOZO5&IsP`4B|j5KKDhNxr@um zt%w6vio*2jn|XQrIsRm@M>f~gAE;*e9QQ?dugRO)$V?;oo{j>g)Z+3iTewH2J2)7( zQt*ysI>HQ2CWtB@xv|;x3zw!ZH#g6k@Z`Oh{jJqk*5lZArW%_W{VKd@PR<<2txztD zNg6;!7+Vxm9C{V#SFHMF+ec%@ID4vRcx~Ei2{z|NOHDj4W~q_kCu4!D*Z8-ECI90z z1Dq7D!KOVg-KIKTTP2MI0eWGMi2cf-CF$~rYkxhax_`Bye@VY|XBtqmHwHpJYbuF8 zz#&sg*pybHpw{$#o;q;W+v4i#BIS@atHt_?Yz@!@h$AP22bd%=m&IXHnV-I*rFkwa za!C+l2DLQL=3!`6)!7VC-MCQ-q8D3l<*4+QEwe;rPH)1b=jDSg(4eppW(aMDgV%=T zqR+*&d!%vdzT%+6KJV-7?p;Pb$SR2-04LJT=H2P>`~3HG_D z-Lf{9aNF0&1jZp1#A}XzL8XbE7HPrSABXzT*G8R6P|u%iPP!q}B*-+{Hr$ietat+WWq4 z-ssi)#*Sa&5aiqY~Wr{_;>STUQqu@$s5> zlUsfaDqJ{McXM0!u5IcUw|CU0x3qL5$2a@^(b73(hxZ|1}i2B1fGaTGLX&8UAQTig)KzM~|hyzVbIr8v2WUSi!Le=;rMfEea)N9)B*y z=7u!dS^P3`(cRs>m|kEzh3V=kNx`p!UYOp>E=^fJ>6yV_TwHSpX=qsU#rvDqWQ-mb z4v~hbaNRE-9FPlavQ)|B=}Mnp;hl1iZa*o(Eh6hGYiqYBuFDx_WM=l=uvJI18VHba zd3j4D%og8t$$PYIGCvWKS~=gqZe8)9RHt~WuQyevzDgK+blr+!vAI7*aj7F+BcAf7 z(tvnH%XnJTsHBMBm$N^9vqA5d;&*-1c!EdUlH2+8y!y5^6>F%l@HcimyKk0o<%(pN z%CGh94dd@4sh9+bKIlzrDBmBGmmH=Y)>Jiov?V7i>s(sey~>5(RvQW))-idTIn|9- zXL%+?0~c&x^4Bg??0M$}Jh3HBPa~VR%(^gQrInA#Gj40v6jZ=5T3S|KPV0s=jIF&v z*)c!QKdy*=G8?0W_T5P?{xLf&0oiUvb(!k4`GCshzk^H9om)xj*_XsAuO%5;9@Wcg zy8KP~;ItO)0XCQ5Kx;}%az#KuT7r?T@Atv3TDJ3qg_DqwAf*8pMTws(uWw#q$Q-Hi za$9NiOCm+zRmXymCU1inHzBQR4*ZWeq98Kx#G(;`uVn1FZ}1Lm#uE+b2SIY zMx~pd)e*;iR#p}bfdv_E1{pUs6NBfzle(tv)U@R%jBj&nUu-T^XbOfUFvA&~zA*Lp zzGdg?8yLiy-GM%^(Z(9x>MXfBis8h$iu4(dowPflY+vnkFYS&9bET#u|XrH&)Gr(DD- ziP7l4zG9BcrP_qgLZS$f=g=g{ zWf<6J*R zskFDVv&;BUWBwEumjNS=Qo#r8%?HucF-gzE!$Uj*g@u-oVNz@U*2dQ%8WJNTqnXTW zgK(n@uuVKZ{eP=AU$^=ClsUU1?+j2Ye{YQcSPPn5huF*yJ6~hRkb4A>n)gz7TJtxs z?f*soE2$?P%_h!q+LDKh>PxWrb+k8HTNDec2@01vRCcA)375w-ZCZWR>gEor?LEXt zk>%TmmE?qtoXGuTNQfGJ`K9!YsP7LJ)ypO)#IkcEfe%h0H?=A%s~|-z$LCmj=gy?) z65yQ&qev<`=7iK9cDx=lPO(~hPme)j|CX!S*$YKlo|tG$RF+1ozi9+r$Fi!b3)ik0 zogWhL^4TeY7V!GGCyB3_ka+6v@5lDLv(&@mylHp4wE+03er|D1b-z-#&9#Vcqh9JgGbTQ;Ol&q1Zwwaj!)`G=Z=p~>-Pt-ZYyNTPQQJqlnl ziRn3QR9{^|8$imT9eClO=oiy|bLT^M3S zs}GcSqV4Js@a~Lr?FJ9~rx5vqo^Q=1C<_=Mp zfpdI3*P@)X<9Z!4YBm?l&ad24`@Y%0cZP?2#s=gT-Z9m8rBl2e8GZRSM+RZ;>S{k1 z*xT(xhSBbv^jz_3fZFuE%lgHOx1RwJww^A5*%VZ#Pp=&ts+Ot73`4q5!_)^zcdVON z(bUjzOYrbN{Zv}-Gog_as|&PpkGInopX@oczn_NLS7V1X{AOHHrS`C6S6O9cEK8`F zm(WER@_REXGv&L#eUy1#SW{k9!+S=n^&9!Q-y@0(>ENlq@`Di(%Sr3#7*4;B(xx{t zL|s#NRk>Die%a9O@Scj&(kL#uXwEERVy$}em+F}*7i!i#C$R?wJO>tL@cuV);4w<{h<7`0bxH;$`^3_`nj~|PUU?$oOlmc5$hQ6!0 zs~ru=ynvBZsu1q|!}-tId+oK>KHNVieVTUl*3}dWg;xB` z2{{Vomv{<=MtS9O{KT}Kc`N?+i`g-8g_ZcQUwQQp{Ckzj85J`MW&I`cwIp0DOqW9W zog#kXsDky&-bNd>=UVd%LlX`Zm1E0}O3MC1SG|>Pg6^%F=>gu9cP55%VY+J#%ebUu zISVEDPR~@jD+|7O9e$9z^(MPSyJ%2^?rNP__9xpOm@Lc>7H*Nbr})vVqIzU#P*$zl zqPfGYx#O_(aDRGi{XVJkO}H3*v;=dxaxZ>MVOza~e(~FvTmS!e|J7sQytLR~Oq2e> zNwL|%TT&SxFUwk6r`?J))wq8BdZIFyx0usBt#8Mh4nO%2iRbPf9+uBImQpBM_bF@e z)Pz{~>?ypQp!4a;j%th9wnERb0?xQ_yNQ0i+Qbm`oJ*SpRKGLzoEj)DyMa($F)7~{1$#b#@o-fo4weJ_w*ha zKXY?I3MF9kFUojF^=CdQA19CTnu%s7%^NpvtX{Jwqc$Y)mshV|x%>LYJQka;`5Ho@ zIA8wt;u4DUF|W`FFWzgBm)_qU9vxK}>#iKD&Y4%-vSrKa)vM)9OyY|t^(XeIzA+6E zvgi(Wq2nyLJk_izc;LVRKBI<1l~GDEetv$D3K4GURs*pq`qgzWdvb3q#jv=zxFqU| znf~~Li~a#Vf7`gxa5~SGiSxn7S7SZZ^~ub_mS=aJc2ziY=8w$G%pV;cVdrC1b-ODf z_*-4-tn>z3-r^tlQ2qlZyBN2o z9D5ZNl`2({!-o~3&hM3avF|AU9ny47zcx{;yWvezH6mR(9zLRxkjHW`L11f>PZ?=IXOADW8EQ!^{?p;W#a_t1KBg=>7~)838mwa zv}Dc?d**cFOiD+NINx2*%q<`wu=m32vt&las=aw-+Ezek-N2w}ANZV8Df0B=?Y85! z*Pgq%?G%@gkx|O9>`OLo7ELjzm2;RL{fftxtn+oJMPHpF?x8aN(t8$hJU4k9`nTVH zGbr(8uGoAx5YHmgVP>4)0nbOT{&h?WuFkN#D#oX*tZWlKeQ37BOm|s`WL<_;+~v!c z`5b4heMT5k7zgXJ2M0~Gu3pt?FY+SevE5-*R$sF`RO&%yoLjQ(n4WlIM9!g*H%?`h zltdYSQPphwH#lrm&iq(hK}pGZHMN)Hy|wbaV;ViT){B1mW5X_m6g@>;pXB`fypY3m zvgJTiOj_EZxv5g8*RCR%An)G4f9~xa*;zO{OEc z#Ud|W)x@j!>r##5;&SFy*NcokX}oS&m;AL_(<$ctz4aHCisSj*K8poGV^9TJDxY59s3^^Cm6O^3_(tu6of@uOOb-t$Jmd$ilM@k`gu z``?AmwYVz; z(RtB7_-H@)c14UKW~=tOb5C>=l#3=Otut&Lr`i~N{Au6sd;k9ZnoQJS2P3>1c}k_`JjL=RJ6VwzBdIuV>G$7|O`V z2=r9PY5o|S*U-@k@A~%blAoYiUhF_`Z4$p&s&086Zuup@q3Vq*yu7?IVqw9-FEGBA zt)kPNyKwy@#RARAx}^&b5d@p-JaEXWSoM0W06qbOnv1;ilS8fAn0YFA$h@4Kh5Z(x zQa)r*N_+(3TGp(fP^53L-bQdbGF8~3VbeyZ7=G?;U4MIfs6dl-(5EYQSU0ii8Fk58 z*RJ&>m5Rzw4Y&2V#>t1do^oZ3=?$(Nh(Hk+a39rDzq>t7qG* zxVb-h@_RX7O#YcNfoA(4clS*q!=HB9;%$B1(TFKet7RESgvPTAtR@F9y-82+&YtP# z{5sk5#%XHc8)j5n_jJzv2|CX66}MMylu%E4@ZdqQ&9Gvm!sqFM`c&g;gwZ(M6MdSX z1LFIS{(hr5!F~JUb5$-Lzq?izmpeA#w2)Dgj`{D@HTdoQbdTmjlw#v1!c$_%L@W@C~?Fli>qXYV~rygx( zb#ihd88S(`SkAy8dhPpjSQVi%{;}G{-nE&I;sa9~Wex|jN_vD__SJPaW~BCK42ZtT z$SCBK`k0r;!O0m_WA;+S?z~&F_0acY`G~3y76(Xy3>!8Ct{0s=av{~IvMxp6(9f|3 z4?9L9OLdR*%P%*UuBb@5CgW3G;vZq&Ta$1(PM{gNV6_2H-^L-A)`5Yz*8Inw*0W;` zIjiY7Ispd?3Ja6gBuM)TDb~3iyqHU&-Mo(sb6uuQQuh3`z5|jY3HRdz%{)#{3v!Jk zNC3K@-B=OzADoX?z9b){>urnGEvcY1e~<^sXua61NknWH4(%3P@SM}L`w)d1DU|?WDad9P9VQ(J8Xtsv};_TR$R7#2eNop7iqaVvXFhaB#%)na8R5-%k1+SxIp= z+eLkTTMwBa#iUeglpE*FX_Kg51u&-8J@V$w8+Hy3iJZA{pT_0i#TI5UkGw;Wt95go zm+(7$`}Xa?+T&*JMY5+(-IY2+w_(F2Uipr?xj2@HYo&gGPi2W(h0!~zQyj%4!xf{> zONfhqMGP>k3zPPZtf)}PXvOWbinFt`e^k%*b!8GR;FB_JOiww{8rL!3mU9meTnVc? zMP%2m!1T(D%@yRaml9rsDo5lMD{kDO}boBJ+zgGjKrutoK`qXM>qVx$jjZ{sR zSV&k{6wsje{wsG?Q;qsM%YbDKKK!v^y5-jTO~3vckiXsTEFS-KyN~gYo}MV6pwGxs zLJv;4egFQQ&%E;-7P!j$XZj%_ArVN%bvaHsm{8dh|8jrh9)%DII&mcd%EZvnSAb{@a%yR7 z>osRP-~xT6;**RTg)F+tPWJcr+kU^lhg?;$j{v8jpbG6a{)*|bp64%LM(5@p>DiAZ zQ0cMv!lo@-BAz_?^-Wq@IO2|N%Z(K-nW^{h-|wzT2-2|rwoJ-jv@y2%asmO1RmEL# z6Z2!8UypMt#S*k?JKh`d@+G6gSf!HQ*H?EuxKv*K@yE&-m88&5sv%K@`vKzPs$wog zVXhpIlHVp^RDlOok!fSb%F3#8Eg1Dc6b=hytBC0YB(}Sp&tkCUCBo9KRWU+9S4cj(bG>JjJlU83@=K?mUH{j&w^lsJLSoLnaW-Hx1CItD3J8Pk zBDNKLQsruCCV^c81I8L@CU4(9UqUHR1soH+lD9Sqrw+}?$k_7huNOrp8qBmY=ezp) z46&FiwCw@<2zHqo>0q!e867n@Lj=>tSal&=PESvJ!lZ#PioqUU90{ir<~c>G?GpNO5eqoZT!$II;F({YM%8X{!XE*sx+ z_tM>a_v%wT$LBG5yyLQ`BeyUz8l-1r_`H4lwjD60SkrOpBfwB^V}{jzJqKK2aZ{F^ z487mDm_^%ht}$2Samk zW~}ELw{m=LrfHi?@#O8>zYsV!R;|hNRRl$a>-)7_YM#!{6o;9t({;^w0eP;NZ!%SFz<4E6%@oOo@F;-c|yhN z;kWnqq7ZLb9qXFLJ~;_}ODXXaiSpF26~B9_A!XnjPtNSCWozg=0q|KfX(%oHN1QEI zq+1WY+AaMuyuUFcN-jiVv6gncaV04+kDkAUntJcULZ)_ymjlK_29*<(K5-chppprdtm@`;V7cI>r>-`Br{`dtgUr$3y4CB z_XW&&Vq}9(MIgf2PIrZkVcbcK$8c8yV;;1hG&yM8lzCR8x;ASlZ(DkYpItBi2P~G7 z`>eOE0)G6sS{bP*c~HMf0i|(OoTg@{cKXw&Pp5|qc@FATu-&& ze%W$mQdc52#-uhoUO+7HFt<2WMe1AtDjk$^RS7`&-OV{U+?v_Zq%5Le^K1eKL`;Y| zy88MG4yD+aV;jDnYDJ>r+{V3-cv-eOo-5Xe?i#$WfjCoNP;q^Fw zQF*yM>NU$gV2Y~wo~O*t2X($2L1d`bY+=gH&+mxMSwV5hoA|}~`=H2@fJ62&voiAo zL1`oL+a}bb^(rH)v~E@lUH^WYh0Ms*^u?>C2$L&B%8=@LdIf znfQo5>TJQ#gGp^_W;XVA1+#K}B325D(iEdc)g?=o2$;`zcIuGo$K~M)x3`{Ut51^mLYwdS+SjaGcV0rmh2`_Uwc>8N-oQ<#T^VJO>w=?rV|Sl@5l|{Rb5>VZ zmy|rAXT4r=tEa0?=yy0>H)zhDi(OBcFod7S&Bq7qi*nPCGvR7av^F$0j#XVS?utom z;%IfDzJwCHehEEeH{zD1&!?r%LC<+KHFoUS;mQrLL&;s(k$cSRzN@RpK$`S5S7jpFig3bBc;;bai!62aK{tD>O~2VdR>I1H!o;rb`UR z8j1^{WKNzuxnCFrZ3}~)zPzmQ+FoEqHpE@Q=#zxAV+sz|q{rlySQrvgc=NVt6RwCDBHDmji>J9qBn zyZ-%z)XPI(zqYx5LOI4~Gklemg@uiatLSSR^^{EaC~KrS0VA1<7LIgzl?c;SgOVdiPGD51$gm`)e2w^_Z$jzGe>nTf*Y=7sYfiaYOA&Ni5pvL84ghcKGciJr@1vU!!@1ht7h|IPgnd&(@c(L z*^bG*ze}5f6-bt(YPxwuRkTVF7{vOl`Imxb$p*Ct2;+zfZF+uYU<{C1A4MvHnI{sC zQbk`C=rd9#fCTBrEh;|SEfwv+T06rfBBG8uRQ}Ftx{4epCtuY5C|Z%48%5EVcRZz}V`QEQ|P+9NZ9h$49hupVS*fM&oL)2lqv(#xmslCKEYSqTw zoj`rnvr{7kL2&Hcd2HkEv+=G{XU?3%=z$51LYj;^c4u`}Hm06Fqz3Op*IyBKR9w!| z@-?m{448aw#DAdzNLyE4Qv4dXx}EwIp2Vh2o37HvOQc^dHq!@tP~D@fU9(y2m(7Eop0Bn74YwD43`)MuI|W5(rWfphX&OnCI{K+#*BC z&wn2I*Oj~VwcM9PL2)ehgjMk@U5!@Fm3TPh3;+yzwp}5fq`uq>NUhxvt&+qd&g?iD zC}qv6PJ8Y0l`AP1-_qzikAd%GV`V*wIhMEvr99qP?cgByZRQM})<}D?kV%U(MqHoa zuIT(^DlnaG-v|lB!1pM)H9Y^Laf#H$$Ee z;nB29Uh49$i3Vwg$QTM%+|aBDoE>VrP@>V0!vNmsgYLsxTemF1Dj|5B5L1mW08Kaq1X91$s+Uy`_P)EbW_WBYMLLUiXjR2`-15VC4*oYJM4s~~vkYpo!s^ps8=tp}@#Z204tW>k3A zC+dkU^W<0FsIS3tc1LVNG|(^g6R~Z5B+#3u07~jPha#b!0-XS{6oXFDiZ86O2Qzd2 zyHG6cg;rmE?-ZdL7_SxF9WwUdUcg+Ik+L^}(E44dGb`*^Y**+Zh?ff{xS@;AC51w+UHw zVR%AL^2`~wc(I(U=yA0SKX2pR#>U3TlV|M4d*84YZl@;8S^$jHz~p2;RDK}Kq)6Pt zpp)2Fh)joEo4QJnaH3t^d2Lg?&tomX!hjn4IBkXzpxd-57!|hew|93eTb;ysqy8>m z#hTrOD~!;{vL!RbQ`1qmeBvX6Cfok~vIx8KGvj@d_9bP5BO}ig(!Gsee+@d#DJ*;e zsVjv$BJ(_QfMtI}mvaFbv4CEHpca<1OrYQ6gTm$LgwMF+eIQVyJVau z-!rp_lmCvE2oH2ZbSnqKOEK?~16L&K&u{2WR68&_gr+%q^k}-tx0`Zua>+6`e)hBm=fYo{(*^Idgr+`1x}Z^a8XCk$j6~PVy~22vC54K;FD!yLG^q8D6J(d%{i0 z93Hw&eu}Ry2&6=lB5+$qbm~X?fWvi!6iyx<9K7Jk%0=)WVvQm~Aam^#O=>ekyyisp^{dB1UhKZtpJMcRI~laBUGo+VScs}NP_1OK^jFeRD8T=CMP?=+F}+x1Pw_T z#w~XPk#ZuD7OTfpPd?)5wMS^FI=)^cmw8?VhCv{ z!TIT!nVrhVo9~PqD0&xaN2%6Ds?w{9_IhpHtntI|#K%X4pFVwAF(P)(Hgv>s!<6-; zPEEiitKRl+xsBn$&6jW(lkKxi{U!NpfsLU9=;7D=g_SQK`S@)6SuATk1iXD@LJb_0 z!A-}=qk}edkZ42y+;>W+8JvZc%*~Ub77@Jo>C>6hp46$3_Wr|P6*GTHm(*97+$-?k z2O?`7%4pOJ0c)v*KRLhjBjRBAx8I4xw^X3)bocS;={&Hy?fdtgNIa)KWiMmhEtYlc zUnhU^Bm~}~Y%E9H*U~8`admEb4C2)n#L$B%UKTGlVAIO@mSh}z^nD4l zIs1%TkR-dik|0ltLEUiZ9p#ycfog&UP}+2Mehn%pDk2nuH@{&dVWhG4FfSTtv+iEn zociO%cX$4?8M3z-w1T)qw`uiRMsLA=q}6Y@_*NGQwp(tT_080q&yDY=v<0=aw7be` zB~ho;fXtxVxN%oGU*&7V3nG&(w>UJjGeMw603&zGI88qza4hCRYLk1l*>cyFzpdmU zqth~e+<948NB=kO^)l-*5&?{D4eleE^V2=ve7bHlOP8i#mZ#`^eP>jJ)CC+c>N9L> z#aqtDq)x341KevqFqy<-%!t#0BuYT$HEV%AAQcgLU3~_mc}2pN(?tD3cA9?AJRbnA zkzH6gsXz!VjDwQjfdjV~Xi|Sbzt_#& zg54h#jGkU3BAZr%a)JCsZV^{uwwf5LCfH4f+7#{H^rdYHYBJAbl`c`$b1{ zO-)Y|9A`Oj$=*H_u7S4J)?JXdK~9|mlc{>cp8>B%VFOWI!fCqPA8N(#N=iyZLFR8I zd?Y|d1PGYn!ND(t4NFT)I~HdK?B4w~=-%wyT-&#AfpEF#6usDA@aa?hHlHU?0?1qN zRaH8jb3m6d; zDi0WEX6E8F9H+Fv=S!giIj^ALj>M5-KV_OVJ6uTe%{-X=!s6nXPiER$T14YUO7Ou1 zdbMQfast($0DZ*(N?Pol8bc8(iOdnqaXva6wV^(e*Yx)XJfoAXk2wz=Qik5B049q? z7vZ$3)rU{_^4!Gr*1XRjKc0m1K^AH~id!P}h%C&G5R4jl;{(Ec9I@4WyT@Dww*?mi z0|SUqwX#Z+7^oFsPoG)XpF4N%eq3C9+dWW8b!pdw{H(vPLJ_Hh+2!)+Q6+LPfUxo_ zk+QP#a#Dkmyo&g(;4kW6-d?l?y6qVV0hK^MgijQg1GT9LCIe_*e|ogb^!oJ#K~hgV zfBH0#0BHKcg?X`$@cGc8FaY@(jzSdBUKTnQVT@pK(Zj5<>>!DdkeygHQO3>L0KVw} z4KZ_sPJ(tqSRyhooSc%F_+>aAraK?Z89pQbvD!5UB-2mW9|d)RgO^txS`k^>Ab{f# zHfz*c34aNhryFYn&ZJvJI42JVvKcYiBn(hP?H(-}f!guDdMWXC{MT5g;o}2_;^)mV zd>hxZde=MFwwpWshVM9YF6e4xS`XdrS3=T+STcnY^?7$1)DNG#mtNq6d@{a5T8250 z1)xI6{8R-}1w+BQX@i%Rsz*IfJQz4jb?6+fNgF!a+4uX3fF#_*Ly3}sMYxYgGuxng zq9-ng{z75OI%ZLWY7a>7>$dWJf(p`*sP#Zf(-HoR%3_43j4K;|`;8pp#fuj-n#O>$ z#D!wj>~O8x3e^V9!0~zg^Ra5R&}32~lHdy>zjkMrU!9ewk9bgoBQoy4d|PS;L8KV@ z&>LbMe>LIT$>rA@=cEWLJ>D)t&LCnpu3V2Q<{G(!uJZh%qN3z2V!CB4cqPS^@23c?||x@Tvxbk zkU`y=X~q|!y3#N95zo);>`19$oxe@{7IKo&&aeD^uuJhaHZ-`*uKmH;WwjY=`{fF! zdl@6hk0$Y0VrSeyXlq2aq7J+wUIzULVkMn^2GC!VO$U<-7yVo-^8(xWVHAze$PaCM z_WF#YMxxfT2e;ha0S}nZmi<$JAQBd_EiElHrT&`bIZ*Uy9&ZEQ0@_fCtWK9D9y9=> zOLMjR)voHXx4;|OmBS~M{!$xz#ub}QeRvPu=LY9X89 zU_y+4`Em}A{8ODM#2`T7uGYt5uYES~!}bNjOczR#WePYc!rO2UiaZY{hB%nmVvBo| zkx;^sLx_&ctv=l>f8tuPH>>zG93P5-$Cmkwti`DiIbKHv29(|~x2W>DIwSb$^XIQO zm#tC23y{-3YuiJE8?BI+p|hr1SW6zW-p)1D1Ee~z_I-M4dCIY4$B49ydFCtT)TAw5 zl~Up_7U%CYuL2afZ22;f1|gAz%P&JF3WGWqoA1ucz_&Or}d4$YCtuB(i-uPN&SqIngP+l7m?By*$0?X82j z_hVo{Q>PEiGl1@E{Wvf}sBlpD!0N~%jt`WV zFb2k_he!c;)-V{jW{sQ0J1sa8yAz@)+aND9J-s%=Bq{vTM1H*(Sajm_>B9W{(~zQ& za^MD)jzXRzkBk(rk*&i5nXyPRfgK{2y)O`**U-ifmtODlJ5^1riV}+D54Z3V=OjXm z4D_LLl*d21yCWeAclug2$s!v|n)_i0fMSlpfQDl~#~?)i^adf&dJCFq2X3?WeBJI7 z7(QbKPX{c7o3>n}o6u<2ln2n3ngO3Y3i(q9=zl9B0f_%ZWXLcuA{X-E6%cnTc_|o# z1k0d$`ly{fot4;{)eS74E62K>G%#8*hVWD1)HP1COr&rqsbr zqUO}O|G3b<(){~}Rlo&>v0_fTmt~Xuhi9<56fZ8|@+8$Bn~z0UkX7mDG;iZ8Xm$$O zKoz<g08g(Y!??ye&~7MjzJT;Qc=^N1zJ@pQsP+jV8i`S_^%a952N8-h z(W5z|X-4JAtdQf}SoLp@G{J?wHfoGSr0>Lw6T5_=G^zh;nIu+0Wjm4kRC_RdV@dGFr z7^DlrXi`tk(^6gx3MC&tF2-miPm6%~6R0yZ)sUO=`2_FfrkZAO$)Gh-a`=CM57K#B*dH9V zEm(7#J&YY)U|HOCy|*5?dL|(SVf;^f67bN)@(D8RNE$@FUA}hnMJt1O4JBrW(WfY9 z$rBQROV6_P)Z^_jAg{qyC+9xl0gRf0wQWD-Yw36|IL|}qO!dr3d_;EODq=+*Jn1#f?pL~l-z8Fe5 z0;h>77(DH##zu9bE&%67gCfww+;oBXd+gXv;M|~FE7o^wE=+skr$Gq59@E?5p4EiB zO4c}-R`3OE@AnY^xor9JNRVd4H3Yapq*Fq0!`)Se=@kWJir9xNcJ$|29t0qV&A!s*cg!d-g6e)fXG!ghzziUorWn~fWpJT_4qe!_#B_iX8Ywkhyms;Pf zKRY=DZ$&l9?s+G!CHJP`hYyY4fS4GY0|k z91wNMs|b???4sdD>U2yDiS+c2vIjib;gFd0Kmrpx1c4_IwviT#U+h1w=`i+ObawDK zX%K0q`aZl5+nC-TpLL7nzI0YXqHLRSW+0M>1h00{6Nrxl>YzhF79P@zH}Z+@iGiF( zkiWY5ZsYJ z`6Ct8VpD=q(o`nS1GX)U7fF10cj*}f`ECER91;>f!%4vRfZ{%8vM5z7LFu=ieb3$LS z1(wZjcd6gV8{cwn_U0mO=<$BV-SSVPy5#XWH%}OJ7dulmwFFMgt(grk0v(;RgISVt~4JIG1Tt}k=e73 zP{J@t$U>b~LN$C98~{d{CLe5zF5HUf5F+5b0&EBtPdmNRTIzex9ioXA{z7CVt%6NN z^hVxz8hmUbhFHzCi(UkRozX$g1$iNh@)g)4^n%I(>RXQl)-3H=rx2rhkeD;kPw*Ax zII+LdSndm}aWBDsu7u`n6`^V-^>L50rG z4xye5k|gUW{ekbH>&FloQ}j!Xg&k+pQVh$2#gQoFB1)JS#Rs3)V4|T%d1RBuw8aBe z1*h(2-^*G2HRR9-%eX!X3z@yiV*5DH6>}fVxI@>d$}Sed))uzO=XGzi!3xD&7w%Ac zxGkrKwNRbbr`TCrE6*680J(*1Z`{d9jyh_z-YtAd& z=Eg(v^AE{wUfDR2p^Qqv&|_6QLDIodGQ3o`4#k8IM^Z-S9xIm->jF&Y?<0LkEC+SV zK5WohoVhi>W0c1F>XiW1hT@8w2d9f=T_=C!6TCN1JBsbUAvgn*O8;OtV^diA%)Tcn|geEg%BXYk$izH=t+?HmaY1VQHp^M%owpAjp*g^|gDZqa zPEOXtrShgw;+YV|2jNdO2IVA|zG{+Cm*a6!<)g9v$`jR_Z-P{l@?yp%QkpmHJ7y%6f8J!ie0IT zJUk3{Ea=8qQ2R1yRJThz{|3Wf+LmAkNwjNKrZqB^vI^|%zw;WjRKtx#yQj$ zY`b>7?>$2utbiLUF^;k8NKF9Jj8Iy{ESEk~BAjA1paFd9#k2^OD$I&<-&t{Rb61^a zb_fR8;XrYSFdh|~(Jw^o+S;e7`UQoS!W(ZNotCDI5~2*wBAXG|})RapugEMk6H%Lwrzzh;I(W z84<-$6uP^)y@Fe1p|cvy#7o#X_^y8X6)01BHs85(Cjy!e zxJ|`JW-bpN&~4eG(yEMvg72No&r{FrJn(KU7f(S!L7D&j=$^gm=?V~wr)x_cLrEh5 z*aNt`-SS&yFI@@*4My5ZfA$QPfej~RWdv;cVx1O`nZ>C8LZyrA{{qW|R#GjuO+ToA zqVN*m8qP{Ajv%N*QP+~Z?6wIHhWIEZ)62tTF4$HPA%Q{(7h{XhWJ6(!7UXJ>OrtR8 zse$WW7@938kf2)i;E9Vw&xfLd!fZhGqx<(|j~=~&mJ4!y;M!)~;1Ew1hYst9o*qFd zw3xb)rU~%XQV{GaAr-QUL+&6?6+Zn(TDM6rYn;k@s4X3 z8!hV%L9ffIsCW@wgfwKQ;%Dni79)>I2yVOc9`_RWU`SN2*F96KL%9jB1^lRkTl1r? z8K|qh${H@<6tbU;Clmm?d?*_{nU)!iJzEwrmGUv21F7{f7+#D_xYNSCXrmGVAA}H! zX|2pBIu;{nFfTZ3o(+u6g04=H;0`Ni4=bNqT1GAYe%I2v$}Y^Ck(cm&r_q7)&9WD# zzK}*xaJp*1l5QnD0~u58KF}d|i0hSyK7v|Gs(Sw)?0fernwXfxw1U{rYZW`S7<-&5 zuulj+O!l94JMPMI`q33ZA2WB+y^X;q2A6sKI{gJ4j=n+oJQ+H8u!(F;N)^w-5U?)( zZL4T$Nke-~tCp5l-eR1iXkWov0U2`!PcYAk2UZ-AA2FbAc8e2hCu|5kNrxe=Mkkz& zuY0=dG|T6-*59cY;q3L|M%!_)Re2BhV3@!&`4ft0$Qppfm07Gm=`dKIFOV_KK}u}R z7cgpI6US^GR9TGg&V_-w!#nQ14+QfC&PCp~Cnl9d4p?6stPhKcX~O0+qT+{B7POgm zfdUe6eeUVW2^tY37ixhR$BL0Xd-f3F69&?+j~|geS13pJs%%lQb()@0&A1p-E8C*Q zwPQ38H$V5CA!nZi>1rdE^1N1m_)Q;)BsxAMY*u*qC*_@KaPqcwbV#~wxB0OFl|&?z zMKBTWgvEk4I|5&b3E3bz08Yn)c;oL2lN09pL<*Q++c+`(n5OU^Q7Qvxu3~ zV!Uqg^%nO<;xog8gFm>(E#}d187z))5K$0QLgDN({itb%Wi{6&<0J>FKkG%2z|X?4 zMatlNlS%yTFAs%Te0IAUaC=ZG%71$2eOByfEn# z{n3&CcsV7P1p~P0x8Gi2J`mHn_Gzs6_~_wbQ^UG+aaOv9iscNq zm)(hwc`WL#O!;zz3SDyLa2yE^iA^BF=LYg!_Y+|as- zyh|c35Czsv%66HvXZdz4mgLR{ks;0j9?bXT%u5brj<|AgaB$nW7HdB%Y#Y9QVBn0j zv`3?nXL*-{2ncgW73qwh#Do;D(n3OI~!JW@odHB z0tWm(_#A3(4w+V4Tr@ASXikD8@t|%Rf&n8$&;{cxElZZg!HimGchRO6l6f+kE`Ht) zMJ?s;*JwUzGr1rTu}WTW3RP<-eQq`Tx?3@g$DpM9g_awp7UFBs6q&%;3hi|}* zp+x$WYWFYRSFA+u-z^GjmKGK^7^T)OE?Y{hUeSL`A(~7{S{g8q-An%Qs=Zkq92!dY zz38O^cW2vzzgnVyGD!dZh4cTWvi=U|0f<}#N1z=Swad?tM$tLK7H@Kr>=p$R(OkDu zj$5%d?_#*a?`VqFIY+%WOl{mPu9|T9&f)EkKV!>0d>lEB`fG81fJZnlVgfllBsiFC ziAH2m_@4+9FX?wdLnAhy*+~t3Wq@Y#(1l6I5%V4@aYjiq-K0F0i;fuh-?)hJhIj(Z zYaJrdJr+lFF+jmeNuDegwDG}kb{3IHpu`63CXA_p#MOfa$vw?K7jRqrit{4BLQX&q zI(hoEKB6*uv?o|g>(QeDx2uQ8hAkZn|m`0uU^he8#st2{HdKcN%F{{9x_ zu_I7XNjH3#m{B|x=Krk<2_F4I$C$!4In+kTk_sv+5s8Th-Zb{7&+J|t9qwB+QA=vk z=SKYJ+qY}9T8}-9fwOQrQBxQR9=nBNm_#~&4h^+5Ht zfl80{SOUsQ&2jx}5Gc0rYTL(EOH${0-1Q=A6mX2|poaSZ)kP9XpOKTBgP)z&{thnS zUl%zR?2D|D#q>*ZkKWgw=F7||f1gyMR7ybpDTYGqdsl+&MuhODnB)rw6io1$%O_MgwL;#Srt zw3ts?^+vKoi>&O^gcBwx5erI7Jz1zN(l84V{sFcJV#);~k;m6Tv}>T=KtU5z!kh3{ z#YB{!_54%^DxN*!i2X!SMo+^|pJJ+_4*Ab589ihKW|8h200v?>Aia4gQ?>IJ2PKVb zb+qkH0f7mZ5;R3uq1%JV{ycjY(@yxd{~189EC;8DW?ah*b?Gp9>9F!%D&%&y-Oag6 zvev7X1J6u&b>>5wH5z}afX0_MPTc(qJ^l~)yS&}~gIj+l_QBo#$7)Q@0WYVm*+Cw3 zu20&UOYh(Q$xQzz2tX1KrpYEO|AFg&_K)&5JSOC-D9-;pVYxTAmlB@yS7iV=m}`j# z65V~hV!pq+oD`H>$QIvn5V{Fkn)pzSP|{ZWa*BpU$}6s3MY~_vC1U>R#Cr9OmXFc} z28=8>$v=PY5s{hJfV98`wES;T8>yzb+OSoK>d<4l$dxgq2e=3>YL8KR|>ZXH40ynYosQh4?V7(D;kC@t>GMe;@7q zT}Jx;Dzn_&+b*{y1*EvIPs2O}xm|om%{AEMXM%F#%$9=Xv z%=c}4X{yn|$GIItdr_Ro8S;!UEP`Ou&L4c^_-KaE3vR(-{30Pmx4gW|jin!%fkG<& zLpvQ51pvWfWk`PlV0Q2g*#jW2cMAs>51+70Y1^_kcAi5rZa-eXY4f-s<}enP*VTj5{1f+p)0y^&&$h6kgTt=L!oB zKXFHR^|l|;hjF3y0;{>~!(3celg6Xz4zY!ZSFfm>e3C5$k@WN}`6xUA&dw;Kc!6UNoAEiI)ivWCpEZwm(Ouy9rl}-RcS?NG%A5jkl;nx^ecKsG?VW z50Z8AcZ$nhKbbJj(68jFt-k38nn+D8%?fOM%ZvV?-jLOTJGE$iyK;y6Sfn6wpiVpj9p%JN#s{BY48h)LveW1Yr||mcmw_mb8I%X zE&nEVGP?Bc7h=S_w~i^jw^|gYW?=Ah)JDb0oJF-}kjeXxy@Y}oP@D2V;uH61}9Mlcp2BV1y z$1JMkHoi5Vsx*!}Qz6OhzC|u6_Ifl_w_v_OIs)pFlNGRQR*LJr+qXAAt`1qO6|1_; zsBhWI|2K(n{@>B0&%whJXOS5lU1Uu)Z%}geUfig3#)b{UZiT;~eST-xY~$J&I6Btg}0!gg2*db7~W|#Xz_^S`u{ZuHLOpU3Va&qlCeX2XzqK@ z=$n|x2yYJA-kC8&)|0Fp4YE31N(9k5r=QCT6b2r3LLKt~n^Y($C|u>*p!V9pE5Ux? z>FMpn20=Wh5T$g{DlP=4KEA@SqXQ>+cdP;nKiw9GrIis@VM0zCYQ7SRsRFC0m)cF+ zSoz>n5DOGg zM5tDRu?UPjdShAKmVHK)KUr1Ks|JVuqiQrNt+;R8x5?2c#t3z^E1-4X&G?l%)iUpA z{L0Vx&!a=D9k;8a)#J}!@HAAcKB^AN^Tof%jJ(xf{%~7>be8Z>n(c2;A(vNCF*6|F zKd+82(Oz+6F2(Y#s-gO8MfDXH&v$*k1oVfGBO=e9KMmqY!ZLJOv zB>lgNG&0#ZcNO-oq;R?R`~or8f+pAMo6wEB&NOQVUtxF%g?}h^BPDxH^(sp9ot|H| zB8ic+LTLC~z6JV=mXr!HfB{g@S<80s*{=yC4UX^y(|dERYlRAy(Pv@GB)d^!60c!n zWBU?uB}`#h>b~n~Mgd{hh&1V!`4%(`ty^U`R%-djj?4{1S|N?4KiwI8`_O>&8eV)u%eB@^meF@N;B?8RZ4%hiMgw8; zPa@w8mr1rh-J9C*3c1n?i2BH17`7`Lt^Uq!{yR@tX$yqM$ViSijYi1r@obOtugtcZ zzDd)dj47i76V`1f(&4LQ?l@)<7#S%6owBftq88I&Bv8FddEGL46S_g`!+AL~Gc#ld zBS**CX__=XpJMGO0QP6qvp31eu(p zp8NYVlLHPo-w*=P%%6pxO{i7w3Q6|qn;z!}fg)Kr6jh*|6cHSJ0>_+24=3=76;TRp zQG`QhI^O|4r^ob-8a@|>>g1G_!y$i11Oyy0&YlV-EnOLnu_RHW1vhVmk~VG8TO*79 z5z?c9&3$vs8m?pCUWip^;US07z>Q!Pw3Qx^-Jp0$ddo6~*2B&`k*M3gN2c`ovZ@ zBP4^kzE~7FJ&qXN=6yiRh3u(-CeR+3>?+V(q$nr%3J9Y+@ZR>}?^eqKxb2&dhSv9a zB3H-BcT2*szOZheU!8S=7_o8AWUrNJH^_LM|{3N{1}416HzW1vF=IkZyh z=13TRBJY!pmKbs-@1S!dkK@-DE(;S&#Li*5L6X+!nZ%YmWPesBTt(R(vE7wR3yeYb zRHK8C*hAFq`cg<|04kNZdg7+UmYAe_n(TE#_MP>GDwNntM`>q6 z&EV*mEqg|3p+6t)8tA#edk!a_#N zEg0Q2Z2R_|BR2ge`w=NL<8=}>AB_qx-qOlLITbr1E`Fb2MKH0S+DuVvyqmn@hE@k) zX*AGD2x%Sx521%fDh_aALx+u0FOWtyboB?jx&21AiXvNa5TgsG9S-mrEezsE`&R>g)lI4Iab-Dp3~rK8Q0w-+hmK(^d=E2Her>a z%Q=uH1U|G~wbI7E|Mmrvcf`Hzwr9|zbsiXs%w*E*iOpHwe0NBuOqQVMXEdXEPMYkK z8NB8K1)hgv=+OLvh{ocZLyv8I^}sD-nJdM3$&vHpZV+L(8y#o*NV$exsLb=3tTr4U|64hH`vQ50BH-190b&WCu#@uoywa#$sP#B@{Sr=8odBXvyD% zQH5nm-0k`!lS7PTU+IUf6#K$H%WChpgMB_p(7b!l+E$Iu@iy#(4#h75vmU0EeR(Uf zmY$nC=4qpM3!xOowW+?>Bl%wien$oIvNn8f2X3eR3%11UjBU>QBZBF*M#UH65 ze^v!;+t{mqzXQ@S0%{o)d6*jvGmY%+|3`J#{nzx}eWRjQA3^)r3Zg~(7)J%Ih&Y&1 z(ULk)KtLqG*T|4rkf{<-TD6r32El=d0y4r9gvtn`YD1L~38?@l}#fKJRhwJ@=e*g`iZN|U*Q=!4?DMZ; z)p0)%?+sC%+O@PbF09~MlBFRC1bBXmgSZX5q!zYPvPwixtRt&Tr3SzWlSTI+cs=oW z)KtJqAhSd<>F%07Uo|zk&~39!z!&mCm%H`mp_o=#ccumU5r^#5xxq`<-LJM|_x1)U zDjF&RDXQt?j%dS`*=2gp49T!m!oCM5jhx1N5q60ODH+{%k?f05wGEX_jg=IDS1?rX zlGzE~MJ@Ctq55ke*g$J@+nj9aEH=nopb?Tk7616d1}TVa$VduB*|A;rv!F}RLOSEe zJ;=!L5AXEK57k|j;T?X&%q)Ravz9HUMX|iH*5@FY(jCqTw=7yg=J;ulk&xAJL1$ug z4&2T_#Ut^+RxftY#1Jj`oI8qrVTTVMyn{y6>7Mr4TbNS6A=$8IoNURU;)7SNXyQxc zw>92@b-^ylXdKPyIrZ*_BN046x5BU8O(ZA`3Ao!lIsC8-&XSZ(HGz(H>dnuJL}A!q zBYe3o4(7slk#VSQ+*tJ~JWW>c91s!7ZIHl+Gl>;t^}vBge+pNxAi8{qB4Wo45lWC$ zYdWwQ$;+hnzSxL7Ns=s4?b=6BY@9!Rcta^ST7dBghCNM%Sgk`uyW-9*9qb4V082N9%9->Mn|W@&xR!-6K*Rj0n{%bMcNlOxnqC2U}ylP4vG$> zXCM@6$+XW`?QxnMAC<*Ujjo`=LGrWwRorH&2#c*X6?lklG%H1V+ky6(gK?#9nZ{kb z9R5&fpDm3ALh@5Gm~Lck0*;sSnS}}$cA>{8O6+HF^9q!Y_r7}2&JU@$fB(K!NCiwG z&9Pg^b;)~DYY{}BK+Ul1MuO3A+JV+-!Xutk^cXNfaff7}_?8oR8c_f`wZw)3)EL?x zS*7^i{b9rP)uQv2rD3Ll7MUKltB?g|G`JV;N9alQ1V5k~Jhf`v=SZXP!7+n26-2F9 z@Bv#KtCqt+!(`eEj$S+5wUzbGM%krvVzF7N6gFB$HKtm8%i8R~v#@P|s5A`@9q}E<#u*w1?e6}r1#Fa9dQE2rDv3SE=ko`l z{q7)3ON^<>fwLV;(P4KW=68_m0n~B?9>NBlJYo^@sNZz%+_}(g7vZ`Z;eB^pQ2b#n zllf+>wS<0uhFg>ydvCf(*z+oiLw3fn>z%TZKr1)Si~Jj%&Vi zSO2cLH^8$I#!*dD{C?#FnW;(Vqb(C2;xsiiHHf<}y})#%>A-{)q0$DX3rOhx%=^u# zJ#!aU{gYg-Op8!umISNwZNP>9Ff0;fv+f}y>O!>w-})jNMAfSGIdVHB5|&`;-0L5+ zneZzDNJ*0J{^jXbxqK#>lGa(Dqxf0NS_Oj1OCf;L= zCo;gmwuFHd8N`?d1KKtc6g=`3q+EqCHe|NX@*EhS`f)9p;nITdh82eUJV)xv3*797 zfmP%;N2-73Q%f7`z=zdvx)XrdNGTi@FW?0TghFe{&mYMu1(sO>={zajO;DRVA?@Q= zmDoC=zyJ?Zt#dp#LAC=a>*|;lNq8~Fz~{jK6=gdjGNNF`;iYBG{cSA+{rG>$OHjiN zJy~q*gv^7YI$5-U<3I^5l)(q_=`>Q#h_60TBCC~1qjMU1e983?QZtb&uS;JJh3YkC zysLnF8S8=QtrSuYxnVLMpA_xjX?XsHqLT=MM8yAJF-HRaMt48n(j}77i7b3GXTiZ4 zxeiOswVaLH3s-{r5WK_LMv(7pmpQqdw z;4_L?Gi42j+7^d}oA#Ib#m;=8Pi!(WO=@(|!aM_j^C-!Ii%=>&gzU)$_ZP7v0h=UZ zL#X12fKpkM@UI{x8uUdmlOC?WECKB<+Gfx>zxB$8kIlEBkt5!vfX4yygaud)AW@Um zm4DAxUR z9C}1v`^B)ZYrq_kc!qj4w)U@sZUqsw7FU=Lth8xNPknJGMP%b?UpJrH=!cVubV3v*M;!gR zu9&?={s!*(ZA++$0hcNo{YRmR)tjSNo&fK52KcJGgn!voArcj7nHz&VTD<|!f*AUEx-jf#qXFHQrF z{m_Hhi3%kRBSi-<>LDBoAE&ZPs5$MGW+b{^7&m`&Tvo z@6RuD|G-?mIsgfPrz_5}N_6GBQIzI94nns|SXpZ)Tz^~Y|s<6@?NNJ&lx7O8^$ z*Vx(#2UACca#0;dz%;<(ybtzwSIWdv2;4Hd-(X$ zb*mV(s*WQ?r*hj7oNgn-I(2HKx90?^y`(#LO0ln1i~-;1U|!LtVqZvpRRAZ6q1p-M zApM}n48WSX6xDhJjU6?HB`JJdp0xH`e=6d(MOx@=jjkM+>S+qx7df=7tY2KI{`)F} zxRnYE!)7|1U#O&@ab3P5vhr5TiorbA$*vD47Ux#JNRghmKbf)BabfLEhohYRx3W78 zAIwetl7B+k=z^%9+Efa6&}gLS(O{yPq94`O-97cu z!`;oT?e>iE6}ShF0~Xzfat?3$$Ks$jk7jGYh&2L5Ua0yz__A!p{?Y(MEmGoGSy_du zi-4Lwv5c}OH*5SK$N|=D+g4||XOA+cK6B*!`8gVZSu|k!#@RQf`?!7J223F$`23df zD$IYVz#oE6bqviZCtyex~0c_HpWm73o;RU3Rl5huyb-|Nb>-8LGkbyD`u6u~H2;_9gs$v((DZfC4VM zK0H=|t8O2H7R+?K{u)E6^A6@>+wfMlp%PyJ;S1(M-rZ~M1yb0CDQS0b(98`#b@)Mm zP8D5JW#+2FGK5?gG+asWK??h)wMm1k5O6y|k0uR6@B9648KexKup1s) zf#aN*xF*T@QSt5g_;@O}+rRi7?k3+LCO}Q-_iSWCIbYmvin|>4)Cm%a$powk1j)(O za-B+V7>XXQSWphte1fLhqAX&+YL)9fnPxpcx4gL12pkR5T zo%m+fg|E>uc7iXZAU*xCn_K!o0evy9wxOXR8RSGUKX{gBzx6G|6wuzBFUT1Z$vj!n z|K|EC4x73gLVLuMuQ+ppwJX}Zc4YlQ!{%beYdN83^kN~@BK-&m6W__p%ae5~_E8RC ztAHY#X;}N0Up$AG>%|%aGcyBZ1W(ZJ9A-mopYPtRCTG{O<=D=qCr>^=*2YY6Gkb*J zn{#@^oqQj#E(P$3gEi6aB(K!gadGs*oUA6DwO`~#7}?!z_RP1Y!oRM&sO`{mTnea@ zUJ!T)#A!W3BZ>84va&cCTajF{5gW)V&dkK5W$^ym)vF19WtqMDov^2L@(=^S!mnR! z3i%hDNW*a(C#YOdeb6cAo>{W^c!p(G%WrZweB%U3D^2<6lT#?gObA1hhN4HsVR=pN zH2wpd{)kIi=GN2ebb}jI@eueh8P4q6p;Iy4YGC%l6GxDmYPx?v4_k8`tLnbbnDRzd zRcIO{5JRQmv>u7N2lV<#lyvp)x`045H8pp*{WKiNL8eUw9gLQlxw&)P!B+rT40;RK zO=oRhJD*Kj!$?&?F4hDD z024$Nb|u56NPyx}bL&=Ltp$7dWLSl|7s-PWAJa3|rKA^m0*k8(-JtE8H+tJ3ZvNy& zxh1lDfQ?g8SEXF;vb<||Br4(#(KD5mm2AUkEOO+Fs9VT4qlVVPN8;xp5LohPE#kbFKLnvD9AK83BlM5m&47QH@y)O zNgtV>o=$_XH2&1Z`4cI%e{pf>ZwMuJ2c~@7@@|!ebOg$iQ1!S43*MlgVXmWI1+;{YKAmgBx$0?!)1e$lL zz<-f!Q-kz)1T77uVU7ZD>G(N1Q}Q z0;L7)SFY4`OOd%9X0y|gMeaE3#Ae43x1C@dSmriGy&O(RGW?P;WpearDm5igS)IaR ziy7U5h8r#%GdvmP@@wyUV^TQ6(O#Un=b*$Vpc|+?vY-J?GQ8l^64UT`rTP;{-)@58 zPUfJ1&9^5hz$%$+`e70E9NAJ@ZLK*zmo%Ohfq_MTI|id`%<9T|_V1m|wJ%>L<8?wZ z;?mogPa;gxSt8dJKp#%cZJ@6)MY}nicml9NHbK8@y{_)Wx6O|yOMIo<7e4Oy_P6_2P5zbz|o51^kYlmJ`t6qI_$H-*sL6x@;ofpTN{n?EOQgrV;eg zFtU{87CR+Unmv0q4K6}HkDf$F|A_32p5yvO`9cO`W(UjAz)bvqWeUuUYTNMA?@HRx zw*l-&N@E_62ZZ12nU7nPeJ7f&m_`@7#jm&V=x-nIkIKn5p4-O=vVfZ}qWrCwrIWbH z1i%)C-bomrW|U_WZ+$6;?lv+La&~vG1rUh?aB*X1B%zAySFdi18k^tp*`Ooyes$(j zPQlgodbgeUQbb-UY0EL0l7w6_T!q)oAuAV`HdA++C%x4i=`~ellA~7$Ke|6D#QJbIP`U&6ra7Dx`v7 zblkHYd?CO7Tm?D90N}5|Yo51x24m+#1Q3eXPa zSl;`O1Is7=s{CHuuwn`7CYqsvRs*eTX=&+S)@y=;lnmB@tR16O^(>;^p~c4{KL*DN zr|&DhGnUxPSDv`;yQ6&z`nBK$PzOy@0Wf_ Tp?zZz@lja24;W^AXLs(u)odtp diff --git a/images/growcut_zoom_5x_best.png b/images/growcut_zoom_5x_best.png index 2da550feec5b71f5323f3a37372d6b3331da835a..c8f8b09ac7bd8094243f0bfeabb9e070c1b85648 100644 GIT binary patch literal 37621 zcmeFZc{rDCzc>0zN+U|rKoUvDq(Y_?2}R17Ss{cBnWvP5Bt*(oqB3PDQ-~&tGL$J~ z9+G*;kZFI;y6hD$%W*$Xh2J%t*Li-wpXt2(PAbW*UA1Kug+f^? ze@x~Sg+iT9p-^eASdQ=5_ONcjAJle--hJ|i^sI=C=@zF^1mfdq#m15 zDBCIWGSaF}Q3KzcbyT|-XhteGZ#tmGQoKy|WU>1ZX?mvOW$c0bgz06U)b#T)@@*(L zKEArXW)0u)+C6LEb^AN0*h(*Zr_1H2xMWI)!nlFHVwlcT=#I^DY9Ev5m9szZX^dXz zb&V0dQBmJ3E=Mn`LcQ*@=fx;H{`!h5+jCh~=C7}Vfh&3c{=sLn;|Bluh|*cA zfa`yK*>7Rc{QCp(Um}YC{=kmt66%eAf1+<6XZqhCIQCfZe@^j#bf6|0{R0B7$n1Dk z{ZKB8rL6Uy%#O=JK|$GXo~UJHWZXK&aXld5ivyQ}kB`q2jkIlt4eHyE^we>NMkX8Ec-o49mag(Mu zzciP0Pr~&8$NH7D%pxaKJ!U5dar(Q8n2whCJre0yUi>&bzyTgrb+*b#T;&F?v9=ELRBy_jm%s+O$& zs-2xjH;rH%G*ri@~R{?o=sb~K2&*lbb7ioC^$Bjj)sOtG!qyd&74^`$#^cl}e{H&<6Ov<(cbVPIf*e{QdR z-{)m^y%lO^8eb)kJ(LT&CbL6YNr~3WH2Lbi1D31WJZCj`>#2P`%e8+$W6|P**fm;~ zB=xB{?Y@|xj3m3Hlj`c%$bfwMwARGLWY7NnKKc1#>ZxZE1ZN(I^u&5D_@$@ssY%mk zee~$j$k^Cnb8~LW{rmSRrym`^Tv#Y^+I z*REZ7`rDb}r8KN@bYW zayNYaYBW!$*#UeYie`W$9Ju zIu)lBeXuO^$H&CicslD?S?OF|UEQYJed(!}XlGw|MeZa#{2Eqi5{tGCGgb%nvSsZp zg|3=K9ujkNa~DV2q;If@ZKT^Ke(2C43W^Ml5oGx0T6@)lBi}zKl&|hRBE3PDgM*`O zth;>Ao;`<>)l=L0`;#3~0g-($NORU?NpMqd;HpxrOS)!>NeiJ zdsp-M`E?;7A-7^;XoZA?D3u`^x-aZ6$HZ)FaqeZo((HJ3g(la&Z#}6m&f`7O`ueQx z?d=UOF7Zqbw+5j^zIpZPfkFlyvk1NS_U-)qv@IVz<~qi@(n*e z26&@lQA-yK6wSp=ipk5!Oq9_3UBCXMghk}yp$*j17pmiYB4T6Hcm??RH@Z%IXItgH z{UEBzgrA?^x@FSzD1UFey3S<@mfqORj-TD!Dy)<+_c=i^4z>II`SV;R#>TtL3+>te?z|$)RuBTI#B*90x^2uCMo#xe*kk z5zzbVXFs>pYVYm8rl-$G1>L$uuR>2PC?=+@6&@Bwj(P3cHS>Yfn^E!cgVCN(k!t3# zckk}LclWLzR%u6f`JJ%t+UPH_9>3&qI|DU|p_(U8-sctI;-VLG9OA_h7AC$ZbDv%5 zy`B8MlXdar?#0nkR#|C!8I;M#%*8GQG9u6vb{&#bdjj@f?ArM zgw2;nC$`LD>Rk8Ue*Ig%Ba@<{;=5<2mHwQZoJRA%e!gqUvDTPr@ISkD>w)75b7f&X zM(7{1OP4MUb8gLdOygSN{k^+8VQiMoKMsYPhuo5{FHbqAatygRtETJ|gALBk&PG~V zcgK3Qo|*XJJhM~7X|{85T>iUv@5V*Nkv^6-J%1x0;Ph_m&+&dZ=yZkH@OAXRGTV2q z=dn6pXljG`JO*_F5Z>}y`)gyX*GI^3g5|QlZmgUv55nb z>|qL{wHo?rjl$cvQ`~1K)pqmn^Ov9r8Jd_ps%!o5VI>3S@k2H?f^{ic4|#`clbI+_ znpfpG4(m<)s9lW}T@uVLH!?kXmU2izVU>)E>f{nHlw)==v8}@e5f{~G6sd)tMC z#(jDp)6>&?p`C25Ptz|A-KBhSVa{3R=+PYl0(7{PBeu4gXJXloTr{k#+Fk2qc*vA zGHlh#mC^tj`>iUhF~aI5hK3J*?pnIa+bcow&SCB_?s8nza&%{Lw`uzE-bxKoWjQ%H z`@u#=(~2mS840Ja&P%+G25xzP^^6Nm`*50l$BxgN3w&;2eQu08cnQTx%ie911 z17HMFnoxQvQc_X_-|{sQ=qSvRZks40b=uZyqbZ9A9fz8$Md&KA@YnsC8V-sSw%#Er zxeZ@sFYes^f}uOCtgPI~I%N7^-Cx{0>9PwB4N zCcX)0_eQt7x8Fj2P{iU&LPA1gj6?A=4r>R80|zhth*vi?HT4Y%S>OEP((1Ka_EApG zJMUKJ3|&H5m>X9P%m4r^9QsWbl9u^@3h%E?eysi&Uvrs>evi~-{YN+G+w=Sgy>sU= zuSLz1bx~1K7u$-L+zt!dtzq;NQy;~LwB=`}bm&Xzrj^??H8qPreLC?~Uobp6S~sCL zX|4D6f{V*E%*=LQTf6nzjT>uZWMvKC-(utbDIoNCW@hHrhjUf+8jC!)U%r$CBC(ko z(#<-Ek`!24RbQX>Tq#3zCV9H;3f&&F&m8AWOycg}Kg1Voa{l}ZPfyP|EE}ADla$At zB8%LYEWMWnbIZG?hQ1xa>AGy4eL7cqd&vcDdsSAp%F4>>*ohPG3Y^E&&AxDUn?FSn zJ&WbMMPtQ67`H3kk|%>&YA>J0$IED`e{W6=ekZkZA{f~#0We&et*M;4NqzxCnOlQzxGMb$dHzoU-|m=YrP*L zIo7RpnolEIdwVmizP;e$;Yl7*J9EarBycOwtdou~N4t!F^eAb-rZ!naVD49c8o*28Snrs)gv1hx zn8U!6Q#aJr)pK2bCY^D{)7ratZ_Ro;|0b?vF(yjYbFM6(J776O*%U@Sj z(YsC!y}Q1SeWYBV=*gh58l$MFXxT24a14YB#)O+NpJ&WD zWTxO!a4cw>#CHF<5{bC%3tzpjUtjUuqMjBM?y5}OOqv*$nSZT3%46BuktO%j)9KO5 zmr@EA7iMcEV>QCU!V+{YpKgg3bEMw_`DBx%TW+Jy)oa%}07<6t*s8%b2x?YRQo@Za z|NP}kGUJ;skCg>4{ZI|l7E9B~^TuuQ^qyf87iXr7wEMDhYrF{40QzXYvX(;2a`5Ud z<(MZ~r&ETwJ+ajF^X-DDPxQ;&&_4O-2_e_!zqKR4ad?K^h3gkGfk zJ>9Av%F*4}EVR7Ub5Y_6w{_NjE*7qRPR|y$YB`Gs9@vO%}1` z07%V+u1qUeuH@q4D)wjOsX0&`{^8vD`ll>=g@o8vcw?mTd@*IG$19~ki~syoNCYiYohOpz{_bWGcz*?P$v^t z)6!n!^8enPC$y38OnhB^b@e(nHa3C%k1t=oeC+sfnZt*v$US>`QC4_+q3#eZ;EgYx zoPmKsLWYK%T5L@&=I@QI!n8nRz7HR=|ENn1h>Bw7*twHT#EW)zZ@ibSR{h1R`(lIC z;+)WOx@|YG)G1DrF&7%rm&C-xtXQ)KP3dUZfpQuzRH$}P5yJM!g%%Wu6Y_xLXr>!n zE-UGH`SRs;fB(bh&T&LVN4F0T6SghxGO+?3Pvl}7<%Q$$&G>i@N-<7(Dk0S`rkS!2PD@W)IbSdwX{&aICjM!)2VT{P1BNK!*TGf&cR5%j2@Lvc9*s zvw8fi)iAfrv25bRO=|7iyLWwRYU(>MQ^8%k zm;~Nu@TFzpK5(Jo92v5mSy5d2nG0<@GwGDkE@BLMbxvQKNv3d~f|2 zcKMTP)k#|3K-GgQ=Pz7HDcF|Ofj()JrdLRQx%+3X=c0$o23bK)&ZC__XEKKkWs4YU z?=txiDuljT;4pY5tRnRK_3xKBt{d%N&>||P-d8}(ssd*_6na888fkm8vMzkxd)3#M zedo?)P@8HTL}bpWXlhXO-I__U`>9(^>`+}etmeKW#b0WrXv`N>^E$f$!fo4 z-P#av38U&b+4t|?leW(mrqJHe;fV zk-b=gC|1`X*+9<7Vxj$`02j7zlk&KclEOPZGxMsk@k~?uNj?Lr0COE%+r8dbu4J(+ z|MPqEpHg)5H?kkSQRT2nb#+8>+?L+&-&eGKrI9NS=gVRabU1;_LB+0h*d!DGW?ED_ zeh9a(xiM!=I18VlxmnWS#phNU6Z{jKTjiPz&(}UIkb5r{=Ih7Cpi<=FZs~jEpjRwI z(zNIj9SJ)|%!*SUtO>$&44SH)P`4-)KJDzQz!BjOtN9fb%Zuij=~cSPN%(i|qPb+* zf4GP1icgkL_M7U1?5Ejl92Z=7S&j|&9I@5)Ml~;PY0+zHzeU^DdzITmNnFu>>Ef)U zg7r454kh5Y-(UZsp#EgzvgOOo#i)0Dwwa6C9>-+X{Y9aPjXwBhXD{_U3uJlKfa!O) zuj^fnWssTJk?O8(@z?L(FIxJ~>Uy7r80D91J`|5_l5S51_gufO8gcjTtFK?RnhXKE zfvXmw^FHqZApo1G#z@L+(JgQamj9#mv%I3-XclPHT?-akooTGdCwD|<;$xm&FFiB! z$Jz&f?&Io8-p?<>`Ltix)~fw=)OG8EZ+37F{dK1@|8J}SWj2oJaI|Gq3`<`XwnWuc zSfZA`qes8yShKphy9-*>@qWCwU$LoO^~1o|XM&~`%<=K@_f0Ef8fksW^t}E(5CU*t z3RE#S)+vdxm@YH1+pDy;Xc--UAEBXSB+ntBw_1B8@e|P zjZESOFV<|3`zV7SS7q)>7MVlI#P@PshZRz`<`mFfV>QRW>S`Rz>cBpJnTbLC; zd-iN@Zth$do0^uaVEMVd@6TlxiER08xWpCFVV+Ig%d_oX#mmRX7W&~v2_?TYtw%74FdxM2H;C#VqzHIwy9Q64GS@R z^cctbfz~3{$OD$%;3z+85|={GL+fhJwK;P3W99hdh5mzS>w{G!AZn*NJCo%q`6PkCI5=0VhYp!f)3>uu00lkFw{ zOwcrTXuU3U$aSIEQM{nQb`piYyqkO0_(Qktd;E89@0v|}C?K97 z9dF}g18&{EeRX2O9&2lN6RVU5vxkSr`%j-_D`O-Cokk2cY~0xK@vab#FpY|=W|VYc z`0>~!NlD4~m6fH$NqBICreJm`zw8CNnfk#VXhv1}j@AU+ELpPTd~FgVgk)c0mmvMX!$^kDohtuDH1PerDfMh=M68DYqgbt~<86 zGeH?N!IqFgkm-I@jjxn$3Hu!^6XmDJw&d6e6^HpfO9)neTU5fxd+){CQm* z*J1uU76m6hH8gBG{a8tDVXnn>xSe%znuaK_n}tl;(6ME7beKKnM&+R68U}QF)lO;n`sm6HX99U$kRmE$F~| z%xk!&r>9BTfqZqE^YhW0%zhAP3>M~Q8ZwOoGLXu-aa-KD@ zjIacdQ!l703S+A%FoXO-$wAmxlgsWGGki@Q*2PF6`adNm^+%HB|5Dy7{x^B=bV4O2 z?{>(RZ|J0+aHLV%Kxcf9bDnk`1~XplpX7JdwkAz`SM!12E7L(5;2v3+wBbn*E-v^m@ct z?YVOJ%aypQY*6;-?@BaruoF5@TE>$nT=9<|&-gy| z`8x~nrle#!{H78OefNaAlGm@PFj-|m`+U+qe?GO(s(DlK;(AGVgvqwd-JyKlW(r(| zYh>ekfrqyATelP>ejYmUP((mOqn_zy(4V4by@TB3X~5~%C`~|ntD_{{w|t5eE=|#T zM$DZs2kV#$ga3GD#I$1jib?!9|)xKv1?6Z*DI?7xRM_^Bb4VksnEL)3dBO+sF7Yj3{{4ylo7 z4fzB$VCmMaTS;YyAn{l!`jo{~_Z@v$fJ;$v_Z&EI^qI*g7%rM!U0qMI7-iS3-pK0( z_DMXmm+r19`b7(2m7#hk;2BXZU5a^?;W6*h(9mFj$p<}8?&Qf^3L)%J3W}cvmNW8% zmGOY4Lp#4MMTeqJOG^ufFS2Cn*G!le+#_j-n4qQ!rz9PRbOP%k2{BT(i;3lz_4apn z`#`{B=i^%oWlcR1jE&**=g));*!S0^mYr3{Vpw{zFv6m->qDptrZqg(ZoaVY?w%g= zIrm+^o3#rAlm-@JV_s+}*bFo3qJzUxxM6ei^T8n@R00BNt7f5(v=8RAmJnwY$_l!V zjGWw?rlzgLYzhqx%^ds?x~u)i4}Y{Rw4iq2Avq6GFBS((rRmQX;b4_Gx{ zf9XEEgNtiLtNRoSx`{Uya~nkShI~f>7|6G6-2Ve{qXeH-t$0&YvjK`YG*sD(7xzF0 zcmU@C^2BrW!Phf>XcD9*Uuf7vO-+3ta#-%gcB*WvZ>!*5VpjJg^e)K0a2Q+#OPEL! z&}dIv-IhY_%i1MYce^+33b=Tbhz%7azVme{o1rFGq0u!Ld9rFe)scn;4$MK%!lKJF z`lrd6F)(Nz?1G$%7P%A>%2hmur4-TvKmnj49UiPpAH!b>G=NpU^2+kH;CCzsH}LcG zN9?!Qh~@eC^Q1G@8F3KFL{^}~>GfdP=U_r}5K_CxnJ1_!J!*s9IV&Z43x#>|t2r&r$#^vFL9dG?8 zUYJ5?|AsST-6;M?!0Z7M4WZBjcHr?GGmZjlW@Bexs-mI-dQ1cPj2Z(dA}ZP*An@{} zS$}_j0K_08a8V+b96xcQ`mr+Wh34FKLZ%fpxf#R{X z5^)&V1Q;2Bm422eXc-x=po#8*_$wkNmi$TUgr&KanVBDo&=LMS>;T@&mMw!m^YCb( zcV6C%B1>}SBx7KX(YsXzKkKwLv&nIXMX;V^5LV_1(FMb(Upi@X9%{=B+n)((T_P7}D0!5f@TGMG+Pj zrW}HT=Cd*d_{wZ<=Ou`4fY(6*Oai3xa$kZ7{SH;YrtkC4^g*_oVshBMYq6P>sKsTh@)0yezhmWA>e|I+UuTGCB7nsdv`J)m5W0 z$Bha#P8;?6!I-IrhQ>fs4jsq>_gU`AUx`-Y`+Yt@QTY93M5X8}?lHHC*vH+t)Usdx z;?867XWWhVZYB?qlmXO7&CGKvQS>sP!Jvi}+KN+%+oFjsdK+AL$DTdupFRG%EJo31 zQ)?<7MXBv}y*+hIvARm%2iIwI;lho$xE)zzI3QQQMN*n7w@+G{0HwIKmGv)&>g7z& zRw(1TU*)QcUW`(TK~9{91%G#?b+u3GUZz$zYFr9nez#3?q96_ia)c#JbC*rfN6B3{YcmtWOfSW zAS_M8R;(j(pH2%8Lga2T6Lf-yIQF^|#?hwr9~Sxj0RH0uOaSha9mM}Sq|APDYkNT= zZik0=%nlc6gflWSvT<@QC(ht5`W9Gfy_K=0c*1JGT413dyP*>P4e~Rz_qWjS0ne6D z5D?(vT~hcPPE;5BPlC7H3teGy6nw<35J^?M@-@agQVXV2cm%ZH|4Y(ISa_U-!+ zzDcV>QyuxDEG12UwaCi$FOK}(IsgL$Ag~2S)l#X2X?9yXJJSA%==HrWH8L}B`wH_9 z>_C}Nh24JjJtmGNl&3Wa`UC{5#+>(Uf8$#}B=e^StXnrP#hGq@ zYAhS>osh6oJxwnVT~wn%gEQ2yHc3tGrW`#rS%)w{l5JW49_M>+CH^y+$mXR1_GeU7 z*1`VEVmayq*9fEVN*3eZ zY>*PzA{xVAb#%w&537HVU0gjByZG@nfolxUU5FptvyWR^KJdmk;Gz+{G#J{Yplj_t zJ&)=*MMXEm<4FnboR9X4dooD>XCghhm+L1M91acN5Fa2prBkOuO2CDnPO|OZEuSjR z#7GdIeVh-D25no5dCa5nv@O#5r8M$f21Z6ykm(`n5{OLM4zvEIGfZ(xF|ePS2fy+< z)0ycQsh*IXidBI2MEJ1jEQt_z-U}U2Gc~WgvQiF4$~|FgS_nxssoG5FWp836Tvg%g z7Hva#5BF6kqJ+5y0ii10@JQCw9`Ira4ahrO&BzculV$D$gk@HshnsP8bGtY@Y3Vld ziYEQpvnz1XNk--K5aL{$giO|K*>|48&d&ba?8|awP8nlNq4c8E8(Lbf#kT=0&?=~4 z!<$>4K6Pr3$;VC4&1)5$17T@w1VfTmQ3);?wQhYGh`z=O!~cq(-^zn9Z#N44uH1!s zxl{qi%8iVSMvxGM3?B!LCoJ3DV=)u365?BaVUQ0~e4LyP69XNLF>b#@xaaol+ z)&3)T1_{uBAp@@??xC?O4UI2%tiEgxs}eMBXj_{OT-XGZmSNYcM35`K1L&6gd7BxW zB*ZgcLy~Pnl}65x4mlEO7e@)jJjplP0ObzoN(rltl3i=F5|K9eCyAB*rdJL=k#5$4}`h{k{3RL+#0%Hn!=*D|5 zt5pl?tKPhK!%yBqR7%~e4l#|g9kpL;rKuQhvj3Jd_SnWuX&3K0b0HN@U$&W7ZqgeYN$P|02h&xBE9Oj;s9P!-us` zmr^1`?Kp`>eEbGCAQlT@Oi18v6wpiIT?A@w>+4HA@W%lv+=lF1aQL?ZX9h|YbT#vz zv$zZj1u?O_z0j?ox@s0U31VCqex`XAUW|%}*aRQj@Rj#6?rzX?^A9(ekd-}^sCqW; z2xq981@8&@)zb901?R`g1-8s$%fgeLY35B>Z($#J+O(oDv#!eQPtX{3BGCQI;emYpW2Paw_*y|HhEeP(r8C>v_uW@M$kkRP|@|n3lGbZRm~lB#BeN zzQlKkzg(9M*l6aayyQM869BAV*^lSw0&$qfBAyH4t5z>gZK(cDL=uASfx3PDn?foFf$w&0=8RlITaHR!m=4cJ;g9s}tm zTn+Xay3fh(@RTuB^y|PsOTienFc8BrMg2Hjvtr>^w<}0=8)8*{|N3l~xVX51p`l8u zjh87;_C|i4>zJ-OFWt0uuA`zL^H$%W{3R)+@sU{!GYd=g6BYJzrluq~V!kqR>_14m z@s3YSTm>x3wr;%%CT3iOk$I4kvIhQudNv;~uM7m!3l}b^stbpi8W?z?rzM7oA=%y7 z_~LZ~v^YbMC-oLAfa`JB!MY+MA}CJTr%rH(?O*%qPyx+x z1X?H!GC6N?8r5InMYI*MQb9!GL+Yz@e=E>V*401CY9X;wK4&gpyQK}2ITsFY*00?M z3aqN`OZ#-{z5}5uuwI49zkZ=LI^e1c3fN>Js_aFyZiL)>{+NE z&;_)@NaV1 z7!-alRE;{Vrx&B(eC*f?$=LxR2vysFdY6t|kPU|f2|?!eAP%sEf)f5JO4N?~#*r`E z^abuIpI9kOsjBy!ELAi!OUxWVSLNd4^U>i?+js4+VA;-{J4X;fB*sCur8dbNK`=a( zxZ$_{o~%Q&-(BLjwi!Is28HoV9fTRmN!QQK0bJ_)cUwuj#l#h4)++nIK!VmH1@s{3~~bOp^v2hXOV|psC3eF!XjCWc06_f|`|cp%%qT<( zvD1Srht!uZl-YPIF?{59QC{0%t&`_*k<^>poI{I7~ zSx(!OpHWh}dFC594G)X<7jfN}ZksjI^n9*dIg&8Egz`@*wWm9{1&|FWel}H50E_<> zARHLsE6}6;RxPv?L{`p!d$C_BRx(v5Fk$UK%dnIF{RWu2=9lh0y+SNk*eYl%P9trX z&&((5RQ@K7@w%|_&9o3E*aL@c0~1px(GHP-*q7Y|IR|t6@ti0x?;6S;2$~2gX=v#o zm8UE@LmkJ}fvmk}`{8W9)v^q(%fxI73NccW&Qq18$+Gmd;~Z zKXT#pl+@xJgK~_xO8>)#AjRNZ6_HCnZZ~rFswFhYNFqOe)*Y@VMZBrzrCUfp#Q3ll z2O9CF?S*a~$*2^Nwi3q@{RDP^i!w9cprPAl00Ef$lIPqgO}KzQEi%+Mm_<*erWvIr zdoIqlUJnZL1*isiN~^OP>-xaO&kv6WdN0cG&)1szvgkaNHnb-%s-+eoOk}$)w)O2i_Bm`3PW-LK#?>!HCgbxGAOcKXWH&{do0~z1 zHSB-Xti(gfb)P*zHcuc6#sU$wOcGB9B!UEvsve!#N|LZ(enc{ZG?XU`x{va8u&`<^)UES(A5<;?MVr>_MM_3~y#SCY9VPSzJ z!qEXpCJ|SD9~n!4N+_&Q@sSiHf|AGVpfK6}gY3`ru;*d`rmaN*?aR3_MermVgh$?y z{WZ|>N!%Lb45-KE$h+#tAu$0g4BnU!U7U#`i=h|5F-MzAT!P(xA=5MT7vnJhj%8J0- ztp_d?V|z^d_wUz<8T!q!HFb>10|fA6tQ0HG0(Vso0`137pQ=-|gi!Mo@{EqR!)B9% zPeOVw7GxY25uOp51|V8qH8rY4Ux4FAf`Y)48MfUDAUKL=I}X!dRhY6sVV|z_T)1NP z<&h!UkJI!B8|6M`BIW_j$c4%TWvO|x2Y?iH9UUDa#lSpx{F%BA8Mi<^)zO3jD`aU}LSS;r_J zgOjhu)KfGs!`xd9{pmH93|0os-Q&x#7YViOiLQQHT-+29cJ=i1h<*bl2yXTYc=>xh4IFI78bZ@kB_vA0z`toL+!7q8=le z@%m4KsoFw;e!oO{)OW@xap&~_>#tERYbFO0mGZ$3nI$f5@OkHxwRwm~P;k#>S2?os z%*8f*_J#&{7PA(kafmeI7Dg zcsxF1%D<$ompXBFzG3*-_2X@=?JWjyNe`AIBs|3Oji=dOn+af7(D|>Ox2okN3sTbc zx7swi`>KqLK%eZa)gReXhRy%eu z;&*U$qWUxyVVSf5F{;_pKO}`S+9>ty9E3R`3Wai*G^Ehi?+5@6zrB^jo4#I zg(4BS`}Ct?BvS~XMQ=v()ey2oQXtEQ4b(6g!}ikA1#OYA{xfNI#QE>JoN$Ef#zfe` z0IC9!xF`l)?}N{Od9)V41Sk8|s#$2%D}hrRV9$Li|H+HI`cyLL`O zD19l_velAnxJ=5THk`S2RYw`CX~X-o={LSd7yFW=mW+%`QieLX1zcy?Ncftu{3&(y za0X>@L3Gy&_o;7pAgN07sHeRDuq!qSRmf_}c?pg+u&T0{`xa7}|!Tc}4HUFt7)S?*+OmgEe!nCf2FLk3$|tcy?nG zL@V+6i7#f@9$MFgSf8r8`hmpCyF$B|bS_F)9PCeNw*PWMY+o(BY^C zrYq7{bz!G}1&jpSa=x5>bw7UmIHju_os^V>Yy;m1u_D0{A11x`(BC2_(CYj1dShI- zSU{rwsO$JG48T_ckk=|j>eu&&n-AKbUrx&$AvTnIHhCQTI5M>?`#vYkw9|P;fXkXL zf^;N|FC$~KE#|V?c4Uq#(XoZBnsb4pcKB{{IS=d=tfA+;v$nQ2upi0j$b0wh@oHsq z05dC(DS4@>sf8iAbq;~1J|qerDMjCd+ju-mBqM_)M=E+Hr}E&R^`tzjD1$C{?<3-M z!){}tvByI|-Vb6=gwaiKJXKZIa|m7K&GbY*gZ1DBl;X+yk{uUDp-OoT(e(o=l3kN! zjxma2AI?35L_N^veVY^V^76!R^xy=$T_K%L=4I%T>b8!J5l}83`OMT(Q zXGQ1nPr}f-L(<&3c~0B}6b=Ct-nU#6>3}jw(7l$T1nUG|&0|rsj$jxQKMI zmFcSv_QrJ|SF~W5I_{ z7sqsL)+G0`;T~l*{_r}?U_e&V$@5gagVC_hd>mzIJUGaW1C{&}X5A@${nmj9?8>-{xH7G1*DYAG2jIe01mWEp z-)x_fnb35^OKlGXP>-iY3%_9EiX&|+53@^2wEMRB!gOcTKyq4IW#Z$Qdk}(pLKOKw zV2)-Qz4OPGhCRq5Sm{jpO3ks|(Xl0K#dfCqPVbBUr{!$E%pn2%FSr&*=oYI6a2&b8Hs1J$F-LvVl|$P%kC3#5Egm zMGep5>6Y!q31M7u!wob~3A=NL9PO@@rw0!5;#12~T9NyL1qvbf$2sgg#Rw@Ou6v7v z)T_`D^JidWvSuQnmn|x>FpyI_j;=|e z(t=o5R$d-ii^SWP>0fm zlW1Rj=sgxYyTzLop&Wn~qddhgxnmYuArM6ng^^#fDpi8Z}%(g37&IB+L zoBvOQ{sIaK<^cDtRCk@7=nF;C_#jruCzmGJVL(NkKf!&wyjSzT*D{R`i?n)ShVG`D ze*mxLnER&z{y)@5qijkxn_9|EqT6t|LyIRfP*`F zE@n>wjew@u9xVpACXx!MaxPP;hhnrRYU^e6p zZc=gp2V$}Lbl+15AZ8o4{TEuQJV9ac2u6{XZU->+2vo$e*+vdh)(hX4WDQVG{BQNt zDRD^co5dV1phV?=lOPAk4>kR7@1tju!?zh&llk0DP#B~#f+$d1;&Foj-{k2UD6iMH zR!yUOm(+|rjL_TA22H@FW~NJ}VxY1nzG|Tcw2w|heqCL$=2~yYj+;~>DNqS zv?x<#nQuBeNL zl_Y-FknZ6*{f70-#lz(Ag|QS1re<)EJ}{lmdeTXb&`I1*PJ4L}GPx&`owotqp11uz zwyTu(3ddIvH@`rVEJ+&%AZGTMZr?0yr4!N>7r9Coc4)G6?hF*RC7htUEKKxg&FQWBo?rzy z=bepF^f<1;u<7b{elY37N@9c0OK$y$ID6ABJ_oh;_Und5egngN9kC8bC3{Pr;K;gux7?&T3 zA0veY7Ux?Rqp`u_9J1ql5|TJpv7S6;7gWWNXB7u|5Y*C7N=~+e2x*E)i?+_Ju;;k2 z=;&JpJN&5EE_PN&LGjxFc_ClA5EjQ17^$&%$J6*srKcn|)XvnVd4!?mvU#Ftg>WF3 zQL#&M)X(k5=~xBqQaa;w2A}*hF;H(gOPTGC-xTeM2;WAabKBDLmk03Ye;!I(FcpG{ z&Xju2m4cd)C*h3!V4)m@M@cP?OPQj}^NF+Jki{*jKt1Wg+PN1E5u~_)4) z00#@@KvMm~*&vB!%9!xY&b`rm z`&h{FX~019+p6VQKcS*D@a8tAKu>qZIJWjCl6#WWq}I&8k7Wg1(e$GqS9sjnd1h8* z-R}&d7C)K`~CIG*p;hU{DfagH!(z{aM>d0iWrhU(F{$CPXn!2*pAeNaYB@eFzbu$UXSlPqdE9e}-TahQI*aZ>Du|*0cAf z*wA}mrJUSHu+lL(Tw;;_rckEa=nV$FJ*Ry=-xp4`MBKmljI%SknUX8*lr+E%1H zysGq=d^R^OwPOFj1lTT0W4|AdoFHWn(e*P~=3}Vwn_pKweUpq#_ zd9^|y;`4csnI~qiNA5$coK$7>gi5^JffNI~9F}pUI4eP5qSHKnCig*SCyTml_v0=k zMJfbKnV;3Z#B+^8RhYpCLh)7sqH5hec*&e_X3~*F2h!hcsfXqz1Ocz?vE?%I&ejN2VUR_Ns%VHOKVP|?YdA3FKlZwdSIyQ~Q;8hFQU&=#NDC0Z2;T)SK z-JD3r#HqS)t*z$65Z{D67v|vO zF|SVU#YnrKsBgVEzm>=loYjkk6ztrA%+or`o>M6*0#D^JW`69in#Z=N6TMd%lo}Gxk{Le0wWN-J6Eu)c zsa6O~+PXP~OX`r@fWTFq@-h#qS(@cDNBDtF1K+ACaDjPu#W)#Nh>w3H&xmy3vBF_@ z0pxIPhp>iBD&LXb(!hX6)CM%uoLY*j`*$cv9kYFvG^sE5YRF1pzbUcLK;nJrYN+q+kgX)oXsHv^p zpIl#8ci`pAT`rC!;lJ1D?R6cyPy3z0mI(PyeOlOlZEJRJDycyZ>Xn@?k9uuRIBw$e zFt-_Eb~Igm;_d9KBh9Ph8A6X1~GD97T|c3D0|xW(yg&L4VZ(R?{; zDWTth$z6^`v$}Zy#<%H9c&5*?BKyhYEvy}R&mQyfPcQK=P;jk_mfdR!abB(cGC*h-8O7g=0~0#pn{9*LG;;`P1ZY><0p zjH9poa5vHX5K_0pNjU-*u($6X z%ITtYi&JOdKu)Vi9(H#)_K(5?jzs{;6nlZSGK^$tB_^s6W@Jw*7*jwo*jgXRB6a}m zK`Zl|Jl_2Q?U|CCl*EnX(|c@d`~syIPXB(QXo%Ptg--o06RyLB!t$9;qaD~ed5~zf zp#^rk>dhWUhj&G{W=*tD_;Z6;e*|jp-^L^V z^u>=P^5_f3D=gNe!>hOrm$v&+q*WPk*=OW2h?IihO?^&Y^zWAExZZ#feb^aJ>}|a7 z%kt6*$U>oFnFq+rAF<0N2K3c>Tmo;XD~Q6r&|y)s*;ojc_|!J?Hev(1G3^y(#r~7p z*SHc7)Cv*voc@Oh|0b0FR%Vl(m)9wYv|nYoC$Y)hV&RuzKN*jKO-t}yyk2gy!J3U4 z-?+c~UyetX?)@t9r4}@`_4PRuq$E*TxrhEoRs3&~VV~d1sVfQ-t}FZvCl0k|nfEOL z`99ZUZEDia*=XO3JO%mU4Raa ze7!_1AJM}-j&+49n?Q)n>$zt!_HEchnAj-W04|vkeMf-f;{jK2q-bPzOp#$Cx(5G? z?{VT|@7Z_r@RWn<+)J6SaC{kx%H4IRXwG>#|0 zYAq1EF!2~WL%&1J9}XWU5Vc|B67|af9AaqYWr)shvFPsZCZZ%ZiN}HlT0NWcT1xvK zdgoWoe(*v%C#SyCi0McMrEz7h&Q6K&vf%yc=u!s^x!z+3R zJSFU8Az}hS0H=u47t%$JY62(FJ+hVvj%a;EDihmJGOgo&%5Fx!|0bkmA_WOMWnZ#2 zQGzU7;~lk2n>`oj9s31Ixp7d1fZutD}H}MdW7Uu#&Gdtzk;kPS<1ACgknp;D( z7{gmlAA>4rStGCoB$apiUu3|B!x`2vxk-DEd`P8r|Zg z^

      - + @@ -141,7 +141,7 @@

      arc_distance

      - + @@ -149,12 +149,12 @@

      arc_distance

      - - + + @@ -165,8 +165,8 @@

      arc_distance N/A -

      + @@ -233,8 +233,8 @@

      growcut

      - + (0.000) + @@ -247,7 +247,7 @@

      growcut

      - + @@ -255,12 +255,12 @@

      growcut

      - + (0.000) + @@ -271,7 +271,7 @@

      growcut N/A -

      @@ -350,7 +350,7 @@

      julia

      - + @@ -362,8 +362,8 @@

      julia

      - + (0.000) + @@ -374,9 +374,9 @@

      julia N/A -

      - + + @@ -387,7 +387,7 @@

      julia N/A -

      @@ -461,12 +461,12 @@

      pairwise

      - + @@ -474,25 +474,25 @@

      pairwise

      - + - + - - + + @@ -500,101 +500,127 @@

      pairwise

      - + (0.000) + - + - - + + - + - + - + - - + - + - - + + - + - - + + - + - - + + + + + + + + + + + + + + + + + + + + - @@ -662,8 +688,8 @@

      rosen_der

      - + (0.002) + @@ -674,9 +700,9 @@

      rosen_der N/A -

      - + @@ -687,9 +713,9 @@

      rosen_der N/A -

      - + + @@ -700,7 +726,7 @@

      rosen_der N/A -

      From 2fc20b45c0fcfc26a9555c634b25cc7fd59ea1a4 Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Fri, 12 Jul 2013 09:09:57 -0100 Subject: [PATCH 46/54] Update documentation --- benchmark_results.json | 414 +++++++++++++-------------- images/arc_distance_logscale.png | Bin 46417 -> 46370 bytes images/arc_distance_zoom_5x_best.png | Bin 49983 -> 50009 bytes images/growcut_logscale.png | Bin 32781 -> 32777 bytes images/growcut_zoom_5x_best.png | Bin 37621 -> 37320 bytes images/julia_logscale.png | Bin 41210 -> 41161 bytes images/julia_zoom_5x_best.png | Bin 46330 -> 46273 bytes images/pairwise_logscale.png | Bin 80561 -> 80383 bytes images/pairwise_zoom_5x_best.png | Bin 86663 -> 84618 bytes images/rosen_der_logscale.png | Bin 33738 -> 32934 bytes images/rosen_der_zoom_5x_best.png | Bin 36278 -> 35200 bytes index.html | 116 ++++---- 12 files changed, 265 insertions(+), 265 deletions(-) diff --git a/benchmark_results.json b/benchmark_results.json index 887f5be..827ffd5 100644 --- a/benchmark_results.json +++ b/benchmark_results.json @@ -7,63 +7,63 @@ { "name": "arc_distance_pythran_nested_for_loops", "cold_time": null, - "warm_time": 0.001129150390625, + "warm_time": 0.0010640621185302734, "all_warm_times": [ - 0.0011780261993408203, - 0.001129150390625, - 0.0011899471282958984, - 0.001146078109741211, - 0.001130819320678711 + 0.001132965087890625, + 0.0010640621185302734, + 0.001104116439819336, + 0.0010640621185302734, + 0.0011370182037353516 ], - "std_warm_times": 2.483474858057342e-05, + "std_warm_times": 3.1799569009960065e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_pythran.py", "rank": 1, - "speedup": 63.51668074324324 + "speedup": 53.99126148330719 }, { "name": "arc_distance_numpy", "cold_time": null, - "warm_time": 0.0014188289642333984, + "warm_time": 0.0012860298156738281, "all_warm_times": [ - 0.0018742084503173828, - 0.0014188289642333984, - 0.0014848709106445312, - 0.0016069412231445312, - 0.001567840576171875 + 0.0018169879913330078, + 0.0013070106506347656, + 0.0012860298156738281, + 0.0013430118560791016, + 0.0013768672943115234 ], - "std_warm_times": 0.00015614268468165849, + "std_warm_times": 0.00019795089301224966, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", "rank": 2, - "speedup": 50.54864728617039 + "speedup": 44.672413793103445 }, { "name": "arc_distance_numba_for_loops", - "cold_time": 0.6530389785766602, - "warm_time": 0.011914968490600586, + "cold_time": 0.6181938648223877, + "warm_time": 0.010688066482543945, "all_warm_times": [ - 0.013217926025390625, - 0.011914968490600586, - 0.012269973754882812, - 0.013024091720581055, - 0.016827106475830078 + 0.010783910751342773, + 0.010688066482543945, + 0.010882139205932617, + 0.010780096054077148, + 0.01075291633605957 ], - "std_warm_times": 0.0017543594106137557, + "std_warm_times": 6.2609717571024284e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_numba.py", "rank": 3, - "speedup": 6.019309654827413 + "speedup": 5.375158937295055 }, { "name": "arc_distance_python_nested_for_loops", "cold_time": null, - "warm_time": 0.07171988487243652, + "warm_time": 0.057450056076049805, "all_warm_times": [ - 0.07385802268981934, - 0.08287501335144043, - 0.08482694625854492, - 0.07440400123596191, - 0.07171988487243652 + 0.0587458610534668, + 0.057450056076049805, + 0.059082984924316406, + 0.058889150619506836, + 0.058335065841674805 ], - "std_warm_times": 0.0052692900176047547, + "std_warm_times": 0.00057988634390710705, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", "rank": 4, "speedup": 1.0 @@ -79,57 +79,57 @@ { "name": "growcut_cython", "cold_time": null, - "warm_time": 0.006488800048828125, + "warm_time": 0.006023883819580078, "all_warm_times": [ - 0.006491184234619141, - 0.006556034088134766, - 0.006488800048828125, - 0.006669044494628906, - 0.007182121276855469 + 0.00624394416809082, + 0.006043195724487305, + 0.006227970123291016, + 0.006148815155029297, + 0.006023883819580078 ], - "std_warm_times": 0.00026068728868902679, + "std_warm_times": 9.1044110847806985e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx", "rank": 1, - "speedup": 1521.265873015873 + "speedup": 1604.4870972848887 }, { "name": "growcut_pythran", "cold_time": null, - "warm_time": 0.009690046310424805, + "warm_time": 0.00964498519897461, "all_warm_times": [ - 0.00984501838684082, - 0.009690046310424805, - 0.009747982025146484, - 0.010010004043579102, - 0.012125968933105469 + 0.009911060333251953, + 0.009737968444824219, + 0.009791851043701172, + 0.009783029556274414, + 0.00964498519897461 ], - "std_warm_times": 0.00092743994456575109, + "std_warm_times": 8.617258851733163e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_pythran.py", "rank": 2, - "speedup": 1018.6937972098516 + "speedup": 1002.1004350620458 }, { "name": "growcut_numba", - "cold_time": 0.7419929504394531, - "warm_time": 0.04468107223510742, + "cold_time": 0.7094540596008301, + "warm_time": 0.04446291923522949, "all_warm_times": [ - 0.04468107223510742, - 0.04495811462402344, - 0.04470014572143555, - 0.045143842697143555, - 0.04512596130371094 + 0.04446291923522949, + 0.044847965240478516, + 0.04508090019226074, + 0.044851064682006836, + 0.04742789268493652 ], - "std_warm_times": 0.00019969177322609225, + "std_warm_times": 0.0010655218426824115, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_numba.py", "rank": 3, - "speedup": 220.92554133805749 + "speedup": 217.3776268023658 }, { "name": "growcut_python", "cold_time": null, - "warm_time": 9.871190071105957, + "warm_time": 9.665243864059448, "all_warm_times": [ - 9.871190071105957 + 9.665243864059448 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_python.py", @@ -155,57 +155,57 @@ { "name": "julia_pythran_for_loops", "cold_time": null, - "warm_time": 0.0025680065155029297, + "warm_time": 0.0024302005767822266, "all_warm_times": [ - 0.004704952239990234, - 0.003065824508666992, - 0.0025680065155029297, - 0.002866983413696289, - 0.0027480125427246094 + 0.002978086471557617, + 0.0029180049896240234, + 0.002557039260864258, + 0.002454042434692383, + 0.0024302005767822266 ], - "std_warm_times": 0.00077421773523608437, + "std_warm_times": 0.0002337919700457892, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pythran.py", "rank": 1, - "speedup": 1707.7133970847647 + "speedup": 1612.8841361718826 }, { "name": "julia_cython_for_loops", "cold_time": null, - "warm_time": 0.003779888153076172, + "warm_time": 0.0038979053497314453, "all_warm_times": [ - 0.003980875015258789, - 0.0038361549377441406, - 0.003779888153076172, - 0.0038290023803710938, - 0.0037889480590820312 + 0.004152059555053711, + 0.0043108463287353516, + 0.004370927810668945, + 0.004159212112426758, + 0.0038979053497314453 ], - "std_warm_times": 7.2328448273489634e-05, + "std_warm_times": 0.00016391949899919291, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_cython.pyx", "rank": 2, - "speedup": 1160.198120348177 + "speedup": 1005.573918894122 }, { "name": "julia_python_numpy", "cold_time": null, - "warm_time": 0.17577600479125977, + "warm_time": 0.16823196411132812, "all_warm_times": [ - 0.1946580410003662, - 0.20620512962341309, - 0.17627596855163574, - 0.17577600479125977, - 0.19020509719848633 + 0.16823196411132812, + 0.1700141429901123, + 0.16910505294799805, + 0.1688089370727539, + 0.17324495315551758 ], - "std_warm_times": 0.011537335043261833, + "std_warm_times": 0.0017778998845514879, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", "rank": 3, - "speedup": 24.948906624275356 + "speedup": 23.298972812407882 }, { "name": "julia_python_for_loops", "cold_time": null, - "warm_time": 4.385419130325317, + "warm_time": 3.9196319580078125, "all_warm_times": [ - 4.385419130325317 + 3.9196319580078125 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", @@ -245,197 +245,197 @@ { "name": "pairwise_theano_blas_float32", "cold_time": null, - "warm_time": 0.0007531642913818359, + "warm_time": 0.0006930828094482422, "all_warm_times": [ - 0.00144195556640625, - 0.0011801719665527344, - 0.0009019374847412109, - 0.0008599758148193359, - 0.0007531642913818359 + 0.0011048316955566406, + 0.0009109973907470703, + 0.0007259845733642578, + 0.0006961822509765625, + 0.0006930828094482422 ], - "std_warm_times": 0.00025066811021245256, + "std_warm_times": 0.00016093113510082976, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 1, - "speedup": 29522.606521050966 + "speedup": 31980.745442036463 }, { "name": "pairwise_theano_blas_float64", "cold_time": null, - "warm_time": 0.001043081283569336, + "warm_time": 0.001062154769897461, "all_warm_times": [ - 0.00144195556640625, - 0.0014951229095458984, - 0.0010840892791748047, - 0.0010499954223632812, - 0.001043081283569336 + 0.0014140605926513672, + 0.001416921615600586, + 0.0010690689086914062, + 0.001062154769897461, + 0.0010879039764404297 ], - "std_warm_times": 0.00020178692750407861, + "std_warm_times": 0.0001679788686666027, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 2, - "speedup": 21317.008914285714 + "speedup": 20868.243995510664 }, { "name": "pairwise_python_numpy_dot", "cold_time": null, - "warm_time": 0.0016090869903564453, + "warm_time": 0.001567840576171875, "all_warm_times": [ - 0.002270936965942383, - 0.0016889572143554688, - 0.0016090869903564453, - 0.0016410350799560547, - 0.0021610260009765625 + 0.0023081302642822266, + 0.001567840576171875, + 0.001605987548828125, + 0.0016849040985107422, + 0.0016019344329833984 ], - "std_warm_times": 0.00028235971811823435, + "std_warm_times": 0.00027982896825389127, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 3, - "speedup": 13818.627055860128 + "speedup": 14137.473692214113 }, { "name": "pairwise_numba_nested_for_loops", - "cold_time": 0.2662639617919922, - "warm_time": 0.01266789436340332, + "cold_time": 0.22150778770446777, + "warm_time": 0.01252889633178711, "all_warm_times": [ - 0.012698888778686523, - 0.012672901153564453, - 0.013054847717285156, - 0.01266789436340332, - 0.012642145156860352 + 0.012565851211547852, + 0.012663841247558594, + 0.012598037719726562, + 0.01252889633178711, + 0.012871980667114258 ], - "std_warm_times": 0.00015480776659362628, + "std_warm_times": 0.00012150939203318325, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", "rank": 4, - "speedup": 1755.2540605649972 + "speedup": 1769.1346717411989 }, { "name": "pairwise_cython_for_loops", "cold_time": null, - "warm_time": 0.012710094451904297, + "warm_time": 0.01258087158203125, "all_warm_times": [ - 0.013116836547851562, - 0.015165090560913086, - 0.012775897979736328, - 0.013062000274658203, - 0.012710094451904297 + 0.01275491714477539, + 0.01258087158203125, + 0.013325929641723633, + 0.012630224227905273, + 0.015210866928100586 ], - "std_warm_times": 0.00091319850923192425, + "std_warm_times": 0.00099145789320757328, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", "rank": 5, - "speedup": 1749.4262614894017 + "speedup": 1761.8258603699212 }, { "name": "pairwise_parakeet_inner_numpy", - "cold_time": 0.1529979705810547, - "warm_time": 0.014486074447631836, + "cold_time": 0.1583559513092041, + "warm_time": 0.014224052429199219, "all_warm_times": [ - 0.014554023742675781, - 0.014486074447631836, - 0.014583110809326172, - 0.014613866806030273, - 0.014309883117675781 + 0.014487028121948242, + 0.014224052429199219, + 0.01433110237121582, + 0.014370918273925781, + 0.014478921890258789 ], - "std_warm_times": 0.00010834107510291571, + "std_warm_times": 9.8000952769207656e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", "rank": 6, - "speedup": 1534.948139370299 + "speedup": 1558.2974689909488 }, { "name": "pairwise_parakeet_nested_for_loops", - "cold_time": 0.12197208404541016, - "warm_time": 0.014519929885864258, + "cold_time": 0.12629294395446777, + "warm_time": 0.014289140701293945, "all_warm_times": [ - 0.014519929885864258, - 0.014620065689086914, - 0.014577865600585938, - 0.015141963958740234, - 0.015472173690795898 + 0.014352083206176758, + 0.014350175857543945, + 0.014326095581054688, + 0.014289140701293945, + 0.014405012130737305 ], - "std_warm_times": 0.00037599773727624774, + "std_warm_times": 3.7828066088308753e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", "rank": 7, - "speedup": 1531.369172919985 + "speedup": 1551.1992892062804 }, { "name": "pairwise_pythran_nested_for_loops", "cold_time": null, - "warm_time": 0.018362045288085938, + "warm_time": 0.015474081039428711, "all_warm_times": [ - 0.022470951080322266, - 0.026806116104125977, - 0.01881718635559082, - 0.019889116287231445, - 0.018362045288085938 + 0.015791893005371094, + 0.015474081039428711, + 0.015924930572509766, + 0.01622605323791504, + 0.015984058380126953 ], - "std_warm_times": 0.0031135252053063347, + "std_warm_times": 0.00024703545688792907, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pythran.py", "rank": 8, - "speedup": 1210.9420639867042 + "speedup": 1432.414942298507 }, { "name": "pairwise_theano_broadcast_float32", "cold_time": null, - "warm_time": 0.04048895835876465, + "warm_time": 0.036325931549072266, "all_warm_times": [ - 0.06490898132324219, - 0.04048895835876465, - 0.042756080627441406, - 0.043385982513427734, - 0.04166293144226074 + 0.054309844970703125, + 0.03640007972717285, + 0.036325931549072266, + 0.036878108978271484, + 0.03679013252258301 ], - "std_warm_times": 0.0091873354250630417, + "std_warm_times": 0.0070877382864325371, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 9, - "speedup": 549.1712783309681 + "speedup": 610.1785681469132 }, { "name": "pairwise_theano_broadcast_float64", "cold_time": null, - "warm_time": 0.05573105812072754, + "warm_time": 0.049612998962402344, "all_warm_times": [ - 0.06358504295349121, - 0.062196969985961914, - 0.06196784973144531, - 0.06471896171569824, - 0.05573105812072754 + 0.051264047622680664, + 0.05145716667175293, + 0.050360918045043945, + 0.049612998962402344, + 0.04968690872192383 ], - "std_warm_times": 0.0031175789478116354, + "std_warm_times": 0.00076998518861325755, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 10, - "speedup": 398.97632971555447 + "speedup": 446.76406108836477 }, { "name": "pairwise_python_broadcast_numpy", "cold_time": null, - "warm_time": 0.11299705505371094, + "warm_time": 0.10071992874145508, "all_warm_times": [ - 0.16770696640014648, - 0.1142730712890625, - 0.12636995315551758, - 0.12235498428344727, - 0.11299705505371094 + 0.17113804817199707, + 0.10071992874145508, + 0.10141301155090332, + 0.10162901878356934, + 0.1010129451751709 ], - "std_warm_times": 0.020109412518821729, + "std_warm_times": 0.027979497092564122, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 11, - "speedup": 196.7783409010347 + "speedup": 220.06871109006983 }, { "name": "pairwise_python_inner_numpy", "cold_time": null, - "warm_time": 1.8923559188842773, + "warm_time": 1.7411701679229736, "all_warm_times": [ - 1.8923559188842773 + 1.7411701679229736 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 12, - "speedup": 11.750100918268046 + "speedup": 12.730119839841095 }, { "name": "pairwise_python_nested_for_loops", "cold_time": null, - "warm_time": 22.23537302017212, + "warm_time": 22.1653048992157, "all_warm_times": [ - 22.23537302017212 + 22.1653048992157 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", @@ -453,57 +453,57 @@ { "name": "rosen_der_pythran", "cold_time": null, - "warm_time": 0.0050508975982666016, + "warm_time": 0.004739046096801758, "all_warm_times": [ - 0.005110979080200195, - 0.0050508975982666016, - 0.00935506820678711, - 0.00616002082824707, - 0.006747007369995117 + 0.0048160552978515625, + 0.004902839660644531, + 0.004856109619140625, + 0.004739046096801758, + 0.0069959163665771484 ], - "std_warm_times": 0.0015720136011758074, + "std_warm_times": 0.00086862610816754529, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_pythran.py", "rank": 1, - "speedup": 2051.208071748879 + "speedup": 2082.539367107712 }, { "name": "rosen_der_cython", "cold_time": null, - "warm_time": 0.0066051483154296875, + "warm_time": 0.005986928939819336, "all_warm_times": [ - 0.009619951248168945, - 0.009685039520263672, - 0.009472131729125977, - 0.0066051483154296875, - 0.0076258182525634766 + 0.008266925811767578, + 0.0060579776763916016, + 0.006117820739746094, + 0.005986928939819336, + 0.006147146224975586 ], - "std_warm_times": 0.0012575114548980353, + "std_warm_times": 0.00087750095337007724, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_cython.pyx", "rank": 2, - "speedup": 1568.5403912792376 + "speedup": 1648.466210027478 }, { "name": "rosen_der_numpy", "cold_time": null, - "warm_time": 0.0492548942565918, + "warm_time": 0.040998220443725586, "all_warm_times": [ - 0.051621198654174805, - 0.0492548942565918, - 0.05031394958496094, - 0.0516200065612793, - 0.052683115005493164 + 0.05074191093444824, + 0.041699886322021484, + 0.0411679744720459, + 0.041574954986572266, + 0.040998220443725586 ], - "std_warm_times": 0.001189166859178096, + "std_warm_times": 0.0037614305766231031, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", "rank": 3, - "speedup": 210.34339997095697 + "speedup": 240.7238644095395 }, { "name": "rosen_der_python", "cold_time": null, - "warm_time": 10.36044192314148, + "warm_time": 9.869250059127808, "all_warm_times": [ - 10.36044192314148 + 9.869250059127808 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", diff --git a/images/arc_distance_logscale.png b/images/arc_distance_logscale.png index 9274a25f27054689ace85af41a5c95cfefc74674..31adcc1625ff2ac2f92d715515ae196383de3d2f 100644 GIT binary patch literal 46370 zcmeFa2UJzfmNk0JiU9){5ad%(kt_%(3TE^mAUP)kAQ_2DHb+2FKmkD|b4U^;qo^o| zO~yf=D0#&^d>;p|ZLYb?+cp?7A`Ug7;{%^j`A*%9Xd^s;ZdlP?NVs%`@hC*RHMgBJ@a({#| zh4Kf5dgP$;g~0A6C+CvknVFvx6WN3HW%3^l^WR6U-xC}zSh)FyiFG}E<2QBhv3Os%4 z%&M<1-xyP0Y?$=?`Eyp~svZFWfs-mURh5a6p4j@Ona%fJzkbcMY16cy=g%U6-1ij~ zNFEB$wlu=X*0z9#PSewQ9B#k0hK@UB^4NZ{_6No$;`t zu-Nqn!~8{yy3*T%Djx1ovhA#l(o$x|CGzG{D00R#(^KPP-@GhMnlG>X8h?FN8Z9u8 zRrZnKK|ZZi!4%2EntcUZIvE&9+k2Cen~ZDI@Gv~Hf?8QWW;AX zudUPN8c|N(WAo#ERh0^UC{XQcS`(*YYnv?X!@U*HjRhf#H(c45J7bYHQyr^Sm1?dP zV5He-m-;DiPl(&}U~sf*tiQ9fGt>I@krREndM{qQ5O*F+kew08om6DoYp-0FXh6nN zS}JeXQGOJcPZ>&oY~(C)>(;H?w{I&RIN+X@m8BdawLE*I-n6i|IHh4GDk4bH&@kLr zKu@>Z21`vVjvgx}MdmGBCXbn{j8@_C;Zc(#Z(B81GwgG=Q&--ldE|XHO=Z~kM4LCH zMjgJfqO(4QR_M#eL#hopA1dwaD@3+jXr!euT?C5#O<8%ORsrfn}-Y4ZEC1%!b>`^2t*jb|H^`V+6CLc;l`mRqc%^Lme zM89}f7j2V-W29MKqBNCS7D|1PY~3ntUY|_G8uy*vC~79(kZNwQ{yLfPLLZ*4%)T5Y zW#vk{;ErGe1A{0$C|2-2Og#pJT2qUDx^L2D`7VP035a^XJd|i&+L8I&`Qq_+&$lc~#?e z4p*t^eR%u!tw}I8FExWDb-1&N_I`98g~Ie2`6Mj`OQ0?plf=Tfe=_0Aj~|AU14RO= z4VtND#*bvSeS5WteHVsil)|@td%@zRONBogCf$GZ=$uXCes&sHoOb$YWtwWSU_kLZ zY{QsT*&!%}@Y+g>dqZPNh!Vrg^mOAq_c`O=y!OY0tLT_cj{W3T ziGHZkfc0fJ)UIIHSxF_avskjV$WOrDB|yxw8k?%>`O&3z-L+*V4Tu6N>DH~MV^t7y zjMF6k_#HL%PSJvlk;x>Zl4^Fh$!8rE5j5>|Yt<>uG>ceIw!LHz zXV`X>+r^*oUcn~LNqwui-|W@p1%*XL6=XaqCMq=Z`0No9C3#&!X(dB#!EUO`$`7%G zjjD3pW~QUD`(D(rCyi?B=;*Y5`*!BnR8Ly7FQ@Edp|?LIscOv>^%le6pTSsxIu;fd z6qQ9u|19*WmvxE^MMutXyO^&!@DAI&|0Wl=a_5Mc}Ra z`K`cwt%u~rfzV<}ypZ084uuUSK%{@zB7Vt)~(sqta#D%I``5HcrsRTY-&TMB?%D2DRC-- zDFPA_P35YAPLF+kw^1=)PjY_!*cd=x=~xJMEqQZ}N=fOCsvDIA`EUkU4LC9c-OrA4 zn=@xlv{qW2qLNaI+l*^foQ~FBhu()nZWZ6-41^w6zC3@1CfMhQSqp1v(U%R}t+3a= zTOPorDn>)NDoW{?Vbbu7X;Y%X9qedC>^rvI0TSS(EBw;&Z1p zzrFLQNHi$gb^6U>s&{;R{P;)@twzsHXSC7gtbf-8}TwQa*_%NPr52B8b4m76Qc!%O8tgA0LE5vL(U-ebS zska;EsPy0M_Atpv&2AYyA7Z2#nD7qhL@U)y!Pz+ryZYJp?`Nrs9pzyn`gs&Aq(W;q zVId(T@pHnf3xfh&-qmm~<}3-4&}!GT_8!(Wui;*QQKi#6RrOTntW~}Bs}yR+J0gOa zn3&G4F*`2i(A;g@`0~ZFe6I3r-u6tu%UtKr`0xpC-NhP$d}W`73*Wyljnl~lMle{C z#xNcc9$r6`Yu$PqX;Zr~kz01H)0UKTNzct=A>i+gE z#9zeJ1n*U~;_#iXxHj3gNUmn#hvrh;zkbUNCu{z7em?TLqM~9<{euS&_&79ghoEL) zSh}A5I_`oIW1GF zJZ03nCGV28jZMY9&4-7uKt*b~lbvQjUbDi;}fw|d^!`=Y_0iRtb%maqs zOL=XIB`IqBxMD@PEK-3%SZHYNRVwgnj_c&lf-NTlCV(xvJ!`qwKW^*kF*lwFp83U2 zEyobd9Hyd88!W1XH;LOu;*cy?=DKEcD@Q)nNHVO`X=kSNkFp5ryZ`v~gpQw_Mtix{;sQsy>q4;SB!0eGqnUN# zMbi|67W;?dV%ZaZ{3^gvRY^uC5qg|VY7?FzjHXyNOS)hO_==S=7XHOLU#89boh<{2Ixbx@2O|mcOk+1!2=RH$>8vb3INGuc}irTR`IakIOQJ;T)z?6;G7K@nB%(CiX{F-E#fjErL?-QG1o7FK1# zsr<@N>YAfRju0p-e*WuKZ*On%{McU_BP9wmw{q!YVWZ^p z-=st=8r5yuKKX=djodwR=1dCeJmkL<$g!%K_B~9iS3gGx?CSrLFD)ypqOBc>bZL;% z94;HcD>9Gbu9Zi*{q&gErguptlBU`@&UNZ9PG4Jv%^tYl?Q@yI9Llo%+N_I7Wf^v+ z9D;(S{lmi|z`7QkTeoiLs*V)~!n%L&o_iZFoAoZg*YY<1B#cJ27pi@3QT!CctidxGQ!%KxP{UH+SK{ z#H}^k@2cs!RGmYzKi}*!x&iM)>iF@SWzP;TI)k?@+BSjEbQk!B1sH>XUgXl9C{K$< zN+c&fo~w+!Pi{1S;X;<4`V?WLY7Z3EbweV{@(Gki2S8Xf z)R-^5y%yjDHX`kcp}e!G7)8w}hLIU5$EcU}_xB54zI^#EfYC;Qtp3aQy}hlQCY)kt zCfoL3|8Q35$H&J?F`B3oPJ|#nOX=%BMJPFSy z`RV1h9x$gCFnYOZQ<`P)PTO|*5Z9@3smDSF%TNPz?AzDaUKVnLjL;z%)4ZXqtV}9O zF^vAhUArpVQ9u?;WcZYf;S~yRa_Zh$WW$TiT!sL2W~jaF9ipw-c$!&V`Ql~EcJb@w zIOjW|^04@LcKzE6N0;|XuM^N!26|t?E*S&Nf5IDFOJ$m+9`Z)Xi?_%s8`IO%8I~_s z!GxQK`%Sa?i<(ErYNc_bSTHeZYx-LI;tT^LV+~-Wh|9R`F~51BKQ4(RSRLL!Jr+Xn z%+OfelDK^6C7q0Rv>%+T@Y|v6IHe#wHD^Jvtk7 zspT6jvj~&n!MdlsEDV6L;E%kFc{&-kRPa0qEUK7?v!Ve@T|6A+akrq)5sBnJfgDhxhKuZz)bu8@VJ*RcOxB`pa$M*t!p%jU3v~|g5$4NKRc|%JsGSNO7D8!uda*4okn8bd9lYM z?L;HJ13>CLvz*&m6CaGl6Sw*BbuN^?*q|ymR{SK^iWA@7b8fdi}A2Rmg(^73nv#dGHC~-EeIjz~1 z_V&)Yu41v~%F<_tw^Fh6Kv1OYavrlPYOuk)*#7)_^vS-9Y zVZ2^83CE!f7i{~FhQf2I*|>q2*q!??g%n{)IV=fZ`S}tyy-KQ?2K8F*HXU!k^=){J zVN$^T`10kMQP4#xyk8RGLTMZcBt(ymT_B_ZGDdxpkr)0(J8|7yik0RKM)qn1vABr` zsBw0ldAB=58TV+Mv;LCZx`uR{2&8pxc6N5!$mLa9nGSub*BF>NsY!;#ip@DL%uGz7 z_wKFa(?~o5m~QVi(O{XoW6vIqQ>RWj^n8uQbtvw+C73L`@9$S3QOSj!@Uyqw!!>8V zy2A?~z$nyCqCE@Dx1S73PWAzU3wE2nc;7Q1Ffc|p+p)=i3ziXu!u5Q?(zWe~K=!s9 zW&D*#7wAkCwRH zMU*(N*^ke6-}uGp>kQMR3zNg9wdZs1VAejF`0HQ7gHXL&J+6?kQYfBB-0jxUkQY~M z+80UiM~d5Ev6y!#Se)I@e{9-6dd3x_USNg}VU%#RbURl_Qm?h=O8l~qprGf!fPyQN2`Mb0D z$=;g#t<5`6pFYj1GncZxV3a=mxp^M_5|=VBeGpuhUv{*mdMN@5>e{VTq)~5F?^tjo zK7pVEPSEz)B%!%(mQPWYF`}2L@EvbC}v){^68^T>vQDk zuPROZ^y%lQ5Ha3om6gio%{fmN^z_NkSAW^cFqb!HH~q2P7ENz*Y&*lSnYFWk-7Q(; z$R-MFF)9*pm!AA!Y$$m%$J`g(`1P}ZofOQ+{N_;X+4fzyw-Qt@#cK6@b*o30@2io4 zVGL~A%PHCfBH{ZxWzX;%?rS#ZUCzgge6pvIe!r*khR4>?zoSsJ895T=gtJDJ>(TEG2b4|#{f6n#>^1+Mqz_;DItn!(w}3!NnE?|ROj*>wp8VfD6D^v=NmWPUsh5|7?Vh7T z_TB2J7UXv9*kMwa7#31Q?&7|8#hkT)s)$yfgJ*Jt5}!Ei%%PM}hWi?31a7Ds4tgv) z9H*5ghw5|eMBDj=$2?gT!lZpj8o>)sD|OxWpu;kzbNokfKm-CS{!R@DD5cIq=rQkp zGFo>nFUnFm9?<(6>NX5ScW$-RvpnW^hNJ6{uh0s^#>7>pafJ*HPoS?0Cq8{Uw_x+h zQ>RX%q$jmEHt2XCFYP!3?IOVV?OV4Ljvs&Dti6g{xRGsfLd#H=OLps;mT&Ds-5D`O zX+syzyt|toR$wD_{gnFDU=4dQ&NxQcu{uj$Is#!C$!zvSN_ z3yRd>d+k4(G$39OCG^>*BC&yDF87c1iqsJLz3ba5m70xG8zFL$+K&hGI=bZ zWdwB9bN?YP&R0H6pS7NwtJJx6URlJb3hEqNooUUQZ|&B->j8!Qg^fHNhuWV7NjRCH zzP3Jp{yyjO^@0Z$tzeZubm(%GqsEdYOQeq^@g@t{n zsi`S6r;G+4*rHxdiGyu(@6ptc=7_xI`dDtBT zt)>jSc&CrRFrD|0Z7M@DtV*{rs)|%N40Kv?dBM_$4Kg>PyH7-~%3R zZfVdHWnbUkNpTvr0H!Iaty)+U%y*_UVaFKmZNggv77!59)!oSwzjw*~O5J0ywmJ^JWrD z2?+pFA3@O+7Z^wV%p1G_ligx*@6n@3eAwXZ?!NjDFGUt3j^Og)@82Ik=6Ak9aM@u@ zsC`5f*jnQ^H&^*KXWDgzuhVl@AY37k<#4>))CrUbHK6b)06;5o5BW^L?0UJnaB#GUl~w4VNU` z7B?stTsGWMaSS-K5|bMHg5d8zima(xDma`9@DKwN5 zGQqcuw%&%c_+|MC^VMC(hju6yFR<_X9J@~U!a*ea#N-qdNBDaMaFyW9qY$|?FDFB6 zp&h-m7Nhr;{PlfJkt7mAMb^c^$`n&IKJAzCs3UyM7tCqh+m{uBT*XY2Br|ERDyV_UnEj}ou=-`sm44YeykmY32xH}*iOhVnz6LGs}l5z-J3F4@7|MX8r0|6uy;fYYCh6j!ApqV1j5&2f z@hGVzQJ#xiwYZB~G@eW9gOV5XnuqGxo8HE$!&aqIj&C-}2JNehjz#H=ol^!GVi!Oe zO+lYfo^Nk6lVwSB2|pRkFD54DGE{a<72x|f2P;|v$`z=U>2BWKz^fn5D!RJ5-k)%~ zaN*p~uW!K-1%!ZKX&q+~Awgwh&TD_sA<|#Td!{^doDr#XdRe@kSQ)MU` zU1|6ns_YY^wvAdbU7(U*+iIr9RwB0(jSBD0HHIp*4 zpEiBY8b!7Z5LK(8>AAdJvdmKTRM%O=bX|uAkm#p=W&d$*FG2Sn8`av=h{Aa`#3 z^ytvy#&_G~0wZx-pB+k4P9xoAUGcdV6$Q=BdPsZac;yUJ*fVOVRYPZ%I?I9m{VpE2 zTr19wwpNjMv7=nDq`AXHlu|^@c#|#<1nZSW*zhi4N_y&& zjzQs5!nT75cD5=WjG4IGbe8Mbmm6Ey((otmP=TDW=f|h!&6{U8Id(o^WOC9OFQCX! zS^kyQ!0k1uOj*nR*t+#?@5tp5Z%5<2;!051Imv0a{0!*A99FA2<>si)qN73KTqb8EMOKjXrZF$osM_ zdX|I|i`5h{Z+xi$G_96q(Zt(;#TJfDLL>-82#xz*8my@Iy>F`x#)_g`CZgo+J9o$i zH#&X&6I!?e4ads1@h^@a#7XQ4GN1R>a?_+ zoGOyQ@b?ENxdjE~iC}b};}{W;k)l3zilc_Ej8xzV3lB$R(!G82=Dj<2?vT<69KTo4!5MVUHJuegl`c)@czC42l4r*b z>XW?=)g*G#Tp^a15|tDH#sn0+V@H@DCl#uN8ipx?a7vZ|l}cq;yjb4KDj^6}*l>4U zMdxmS>I#s|yUu?-LP%|rH1Vv;VbaVf20lkyf}5gWv+?D5vH-~pf}P~k$xsILdy$zi zMv@&_#5A>dRg?ytJ9h0F%9x`HKSwfjH)8KFt&SByOww zHb<0VC53XSu&~%$>t4XVeM@-$Xg%A;)up{QWPsAbZz#mDv3E{mC?IDf%1&Yw0SW+? z3VHPC(V+1x=qKdNCyd`J#K2^WfFzg#&E4!CXkBSY6MFSO*Cx6&+;;g{`cqAotQAN#;?7+^I`mc;z zzkhFUc+$+xBUV%v##GqQq_wglP8;ZJ+}xVCOR3O!WK-ab{@k3SY3jA&5g zg#HGJGE=@sW?MybVu=Tnn9Kxiv4FG`)mc=!zDHe{Jb4;N-sOry8-^R<0-@kM? zhXh(D+B~%5@ACCnxe@9SpbJW80^yErx_BffCx-|rP(q#>1-qyc^oLPfe)tu5iR1G8 z*Yr2_atg!lxOl;lzEBKmeIl~7tOMPqy7XA~+Q%F^d^p9nLs4R=^suN4Djt!G1K+i* zb21;FTJOnEpHz7n-mfcm*CKlDLKO-51NDZAeLfGBKy{Ez1{FDHKdeqUS9S>HCstnd zJjQ)b!SZs8iKV?4(S{ER5mg0v0qRj0=AkP#?K8=yw_PNFP}Lr6lU2rc1d_#eRR#~L znRxbAC{5`XXkVm}@L8Ximh0&=XZQ+!K?JL!sR<3poZnoz~*iT z)Ip@_f{IOs@ds!|6k|I?MO6`XeK}EXsXwtn$o39}H$ZdBHTJT2d~9DyTOc4H$;)IE zaD-sMRe)i)?fSs&lDq(fBde>cOFRJ}|5NOHG-QlpzRadBrrF^os$p!kQnlS;UE?^cJ$g4obv#}Pc`rY1(! zU?KPp&k}N?G4#!Ax<=O4iNuZt!o3KFE8-0T>F)y>vO)~&jC=$@kT>`z;;kv-A`yk1 zCIMpG9~%XgAwTh82C8DUYQhc4zDZjrr9WqdDCoE;WDrtR*{DAJcb|Vw z{6UCI9|{VN(Nts0q3A_JJ#qm>3S}y@cc+cD^$=uDQnMJCgoTxeY2buFb|~K3T9)HkL**wRbX1-3k_a!@MUQH75CK~@K(q=Fl$6s%#3Ay#_tq1Y zu$UD?dB&{zaS{lDCs0Ei+IBLC7jcAk24GEEDoRY^78KxK{{sMZM19$lrbp}y+sOZP>UqHLNu*H;7K+tW}%r*VlxmS zicQj49Y{tEDc^SBJC!JE@b(oi4<;-arR|9Og59-1#apQ`Em^%7IdS4d1yB()avO2? z85H^Y*xHGIg&Z0O9YzMOzHm^17n{BTO&-N+Py(t;MkF~g!4seL9NraXS~x0>lSI`5 zSo+>!EYUMa_Y8nk=SEy5`WE)jqn&5EH<6G6y&=s+c-djV7P2WstXd9;oGZ;U%*Ey) z7&Th`#dDQRB(1G^+}(jrfR|X^h94(#7TB~Id)Lt5}bWqbw0? z9|#0^nLN3dMIgM))rit&)3=4xO{;OikJ?=RNl<(P?Gr(VxLA*k5`Bwd9}C35!t zO5(*Smn4&6(OCO~PHI{(!eYbPjSqW=GB9&9ndTDd)0;3PCs2)Id-w|(+{Q|hob1ov zxXGxuF`X2a&|OYdZ9)OR#<20`hqFYzZhFeW#TBVukho40euERTdal31nx;T=S*+3Z zN%qrq{ID8TZ&%>Hi;1{g>mHqx78Y@9dDZ{W)6>hI9`90ZKpK6HYI}#6SdB@g#=+ex zD^;0yBPAh~FmKop1-(YIKH_hst0>27DG!z~aBe8sOT$IMcab%19~{L=h%JA_;i~pz zY+54n*XO$BCMHhz@jWMYDNYxlP1P?duZH)HwOkPushwawu68V&S{-}^Ixk@WQ2UaU zrZR)o*8%jI>O`l&KY6Vpd5 zoT%IAqf*}86w%*rr4lKB5bLsvs6uOMwTV@f7>Y3`;iN?EL3FDIXP698{e%{x6Ct2u zwbK%JTPNSEc(o>-|9s?;)tMz2$1&K@dVMxvGGNK>xpFwNsl;B!(|>n2NYk| zu^W%;*#7K>Eo2)~XdbiEP7%Y!6S3U zsMdDbQs4v3?(yRZ z7RN3vV!aarIj-=Pp2G1f*Deu?6G;*J5mvGavg0O zzzMb#6$(B90m;t4tVx#9gg8&UVv~k%5P3@n?B9WcC=T4CM66qg2{F}s6C)C?Ro_v} z9Yu+q|C)+26T-vvE0&dwdxEPWkTJ4^t;W31(H$=W^h;uS?8tuRZNr8`^fw+lfoE-?ue)s~L zXujd7ZS2E`OjNbtUn#^TgIC!Fk-iKM(Zm0lp9=g)$Zz;#&TQ~#T?{Uw8quF{mrPM^ zuiBmhgNQbCyR1Nc&W|1i!hYq>OlKC46(TRVkOLiN|x)rn3p z#T2NlY-Fm1m|DE0?Wjt^%}LP9Jrv$ zXhVgCJs}nqCxI}emVsfMt6bzP{N!+#5bX!PAe9%Vk3!b&0w^v=wMPU76b8lRGemK~ ziezGAiv?tWT6`FW;W7eOC0)kP4SfGVyiO4L370ViY%>m-0H|CH%0Xo9=oqG34NM4} z{G4ETNpr<4@jwh3ATKK6GA1kEgetF3ICX{0J#J3*CQub2=p6WS0;EXC0=BgbAs>m?B{TR6DNi+F zFejo1EH`vhKROe9c{QFNV|Ph@A8bTo@26{on%dqleY(lhp4LUyERmr=xbHx91in@2 zcNGpj{2YdbHRD$$Nu~p8kq8{1F0kgoF0F(VHB@gJ-_h!)m&zNellR$C3OQCY$~6Q`{KwJpxzjrt{p5UCxg zH4uA2Qw7+z7BUa_G^lw=j65RF6qG301BE>GFVBYnDycwsB&7%G7iemEeO5@vA)BO& znd#A7$5tOTvMNbOk2hHhSRgQ){3wUPjEGuDCDA5T(f+__@S4~(QRoHs_F(7djFMvq zh-ypRwqRNi;pFgCM>E_|s!9XigRqPv!hmJ=urIoi2)F^2D?_?bnx-J2lFoz$QpoxNqV8&PXs*J7AQ};H97ba@*8fE`I6n7zLfcO4Jk(pt2pXj*CSaru1=K-R z*G1X_G@U;;G-x4KrI5A~tVKCk^P;uW6EV9X2p6?etn(KvKzS(Z2r@Z^w0$(B$^xP1 zes&qvK|sAvr<`8OK3?Y3C$wn#@^2Q6(458o5^p>F{>oy;c=L`5{Inlcy^^u~J0!|> z#TE*XMFp0545EqpA;HG!+v98tpMJ+4-(jZ}?R?qgdq-iTmsLmyS>AqUZo&G`CZ~p7w{pf6;>khhkPsV&oLd)JIxS*9JYzpg< zWT}ery4kGSODMJ6W1i$zEf zBQDb2N%-&zm4B}O&^6#O*#}jHGTf`blwn_dZZM2o?4Ey3F7q% zZI)JHp`U;NFo+1O&`=G2 z1@Hhr;)_chhQ7SIBqI^m$qPi@0cyA(dZ;Ff7!5x=cJU4OHfa&~MWi9HfS|23#(7cb zg7zI49x{p-O~gaLfX!?eBPCE^*Um{ez8)z+^>|qLl+-mdUJno%-{{9ZFS{6W;aq;bAsDCE}ky- zf9!Cin4NGN_JLOqs?CW)VWv5 z>x*nbxiBoZ=3`OO1KV+v>$7vJdiYY+&7tl(B{*zKL9%w4HNQA>gL4PE?(U*{hnzw zG8Ttya_zsGZG%ucZTp!CIy>9@IWGd1$5Z~n5`u)x^rib!quVqc|km8ie}J;mb}ZfYJ$ z#T4?koNHG|;>as{$*`IJSbzUQ{?$49>-$ZnB+binAYfqMK5e-OCAo--ZaSY!VSjMn z_t{5}$JWf5A3f&^gydbW;oQEx=!?}OHhPR{3F%&9U$>^aP`X6XL@~PVe9KYNWJ$jM ze8K+pp8tGJ{lEJNOzO)&wpw?9lTkQz>Y15n0H7p_t97U-{MnY%pDxdvD}f~soDnI2 zve6q%%z!4Qrd^G_ZEX=~^zDEELVTCRobteXc5|sSF7RDPdi!1!Y^oq`FyLR}Muba1 z0VFWk-_7}gQ0PLTmh?2HD}np11Tkt?AuDDKHVCd0;fbyE+fyES&Mmt0_1iZ>C=mKN zSAj^D*uU}mGf-KkkRw=x7JF6M( zg7Qb2y`rO{%ISNz4|0nWV3?ut048V=1WjmoL1(dPIhso#MR%K&QK6+)HA z>gDQ!?#^iS)jFG0$4Q02+u59(YmxO+>VeYlD=x*&lNx$(et_{UKx|LekWa3CJdlj@>T`D&uta3T!i753e?Xame!6p5!w9 z2R9gRaC91PsLwJ>s#9n&kl8%+oN&9O?v2q%vaM24>j0tPlmCUzgZ%xHgO`c)EfahO zO?wy}WBzP2&Axvh9o@YWx7Qk+OyJ>>I1xpSGAy{XPC@@-S@87G_9o}SV$#pNRzNof zymd4>13$Y2pnHd`1*91=&dJI3taK{{fo)ct{w^5Obz_A=$_dy>z*?I5!=(9A8??Biki;We8EacZRBi+j0{b0_&}mS zCE^t-ljimh)Zb&if-w_vkkB-sDPR|jh>VOBPh(`4)CSG4Eo^q=3ERR~iV`T@L8wXE zOKb4FPl)esq1-GO&^Je5icC#a1+O(x*8txLyoR;ze_1|WxDEVDN)UBiv(r@6)Ck=| z`cpRUW~R@Qdy0a-$W!9ZfI4`;H)q14rzum-n_X@1;jr(1*EHXN_k=+2vTiM(^79>|F zLM1o)$GR`fzA)dzmkfxTsVh9dLTDBeQ1UKbnp-qqMMZ^peH9e$FU#NEWsk&shCEh}2dZI%m+Ck)g#pY|Rag77 zg&pMFw#@|IW}E@CbN0h|iwr^y+Iu=IO$QT;4Ub*&+j%Wvjsy-R;NG!A0mR2HR8i=k zR)xM{)FTElbWQmaCzz1673fyT7Lk$pnaHCCVMaSdc2p5KhKG0v<{Cs)C+XPq({t76 zlca-94C^U*M%w~5hjS30rKP36a{mskxvMb$r2CYVS6C!P-CVOz(YAc;dCLRPGDwd_ z-Oky+{KSLh)P8Bvrc&aifMn>;HoMMRvR*O0UZ||05#^5V5b&%JU5L(|t+v^@<UzU6xM}`bd&MZZ9V$#H45bESrEJf%%@4IKiIHipZBd*MGaZ2L&J*^JvZ`fwP z^?kRPSAghl$g@P@gLCkLtLUvs^&#QD?gjmp z2RK#%%d6|z*`<)Go>1}#N1Ex@VHPjHEW|NM4x~T1?kB(X%+>C_EMU%Pts z5!)h){#*v$Negm_56X3-c_fA4G1!$=RKk=*A}aT#ru*Lz6Wc3yW#jYBhQ|_E)n1&4 zYvRXs9%G^FBe}9$byn^m2Tj4TR|=6m4z68Nh~gdYHf=^#Dlt-fh6FhvFS|MeKVv8y z890;4t-{8~#|I}9oOk?w{}@b`j&XX3BJRiZlMY-<)=yq8=jYF#{?T&|MR3)fmlN*j zaWDaXBd!5JwyjjrfY{G2z(n>S6%L@czXr!Y2)Mbq5sn*Ya1D140z7iTbcO@F2zzei zq@vgNkT!ZO}lGfz>Q$`WTLvd+5`v65I+<&_w0$wvrGI_9?I0xWMd`7T2da5)lHEz zr4S6zi0~na53XT{#`8CzD}_Us3(oE%;SnS(;de3B! zW@5dnXlYGk1`F)msQ}X4E|p&HerleYtx=CFN@-pf5;Lr>`@#L=5Mz!fD25$8JWBfd zEgB71E??f47JLE$*LpW=+t5yWK=BBWc*XB@Ir~#;%n)zbwlM#PirJ1HQF$gv0{7e7+Z`j8pjnbC?jmw{cB*LD@<$x;Q1ce8X#f7=eEj z?jBW~6yY5T-##}luME0Q%AmOuT?K_EIrfK~lYl;CT*}PQnSKrTVBmWW$g~>>obd(- zrTc=A2@>nfGI~-QAba7^nN+jK=-G$^wMdJMJdPIIQl!ENT3kkFpwZu#%x!zz=+`~) z&G+9`fdi``>E;^e=H(qA+XrsRQR^+F;h_1AXOiqps>nNWm2Z2jbe75{}V>#Z#VxF(t|Iro6@fX z&xvt{v6p0FkiMV9tGM5xhi#GWU;AkPlw$kaJ^wi!_+Ng6fAMnv3kahB%Y4&6zZ{`N zDHN6m595^{CW;;P9x^XW6W4Xr&OYPlWZ__MQ&`tzthx`sLTIEGk-rNlA8zcV+~YJF z4Q7bWbsbQ1xzK+&)-FzD4=T94UpxNGQSYBK$}bkKrQ|W8oQA1PZ144`*B(|ntL<-r zW&h}TdI_4IfTU-OGv1q^drMo;-n+|YT83GL=`mZ_D>e&9^&9gTYwGMvd0qC95v2^8ZyTBTaH(;5GVZ;bu@#RtRmec*U@UaVJojNtCbkO`hawTKQK+ z<{mziA+(|3G_C!JyY9w^ULUU9l6b9dr~WDfZsENo-0|K%+BjPa{5g_du(oCE_QI1~ z5@I^cRm_IR=)c>N^=?aVzdz6k+9MvZg&fRwYS)RCNLKZ>&6<2^&(;)1dmgVSf8ZXc z@sWa6885zh7)tGu1>*ojMF1SWb~7sIzcLNd8V}^ZnUUAMetD-=MZP%eh1x-zWIoLs zIeWkV`lbAC$5hflu;CG5og?~J4JCIySWTzL`!mUBFN-gVYBk_1_AGm<86C!I{fI5! zTKdijmE^SJglV1~Y2XdA6b?Q+XtJvAb@%#&n?gR1+2{kX3OfB;|DybVGCKSRdm;A& z_(6PvB@L9Lw|^M}VD!acjIcv+twlY#GXO3AA*} zWGPO}5Z`~}+BM>L+7>pu0z8&*B=iTMJ5_@;EQ4etwhdrOe>P$}pip+rWm1=H0b$|4 z^UQTfi_uH@Umk#o2u*Uv*%LTwupMV!siH9e>dbQhG16C`+i_9X`R7qI-AaR%AuR_u zk88r_*KB7Gr4!g{9**mZhAe72Gd%^Dv>#`kS*qh`_S8s23Qpc2y$0m47o7bByQrXf zQ$|%%3B1kEaF7Hsqd+CJ>$Oa(v&~;F*3RfQc7=FH`m$$hboZHj7In#|aQ%}u8@Q=p zR*M2fT9esKDihMzOKiWScZA9UiiOas#8#$s+5?^V;LN7pw#7t8E5dU1sb}fzEJZHj zNN_#?(+V>)^H!?RvTsJCTHssJ|FO%soUvL3jl826CZsoy-G# zjS=|c1qr$xl|mt6B4k)d(ZMNA**(PYGU|#F2YT&9Q%TyzI>R2_%*;=zFE5=3c5@p& zLw|}tsI$pb!zh4OYoN%oi-{pdDl{fW23{c}b4CV+fks#U;oR6<@zGvqIrcT=^_RW` z{xe#B_x-FaLA_PFlGGJAXNmUw`PY~p?7E%v;DjQN|p=T>Tr|>U_lBe#Ej~07V{Y(}zZx9eBLc zP0P)$x2f*`Hny(=No^nB6g&II{|S1UX&9&3^nLmt2Ga{3u~BjehgY9%pZ0a(yAMJ7 zV*fF|pR(+V|CGHq;D1&Ln^jl;_Ug7fU2gi1#krx`ePA}rKK(he?|*(bc^Qbfgx#KN zD6Y#3mQZr9f1A%TkAXMu4oYZ$wmI%^&j(WaO?S&t#za`Rm#&xp6Xp4DP&4k(O`ACI z_udcP1e?Ee{;*-reCQKoV85)wCzx05;=y!sChF_ghlnf=7pNV?Pw8Cls?B&3KHGChY@9%Af2OQNJ`DOaj zr}zRH%zpRpHD^g)ax~0_4c?rpMD5G_b(?&Ky~XYBm8QRV0dmd`J>FVHj<+ICTKF4{ znuxF+c#`PByS*waD{-X6n?W1!*cR!nYv~7QtEiw3kB*J?;e;`z1FfDJ=rEDkPilrX zj!$Rjj3w9CYl66^g@?cE=F02)VV$0QDt{r)mm-mXoQ8oD2#B1Njl|>~ib9XHrl7U1 zOzEV=){cnhq+KF9E)MEiwv5wqN`GHuY^;i`?DD>E6kZ&SDTSbp9~(Y&n)fVkuGMEu zt?<|HdKk1b(_LlQf-D5MvpzkYu(iY&4wAfEUaxRV#A3oNJn5Qxav1j7OZt2l(Vz5d-A%_Flnm0G7?gTE)tp|8Ya+(#e-@v8%z+S zdyB}I?#Doi5yBV(CVU(?%c;q}!JHflk2(tu&j?U57e@L(ER$1l5uJ^JFB}IxY!@;5 z#A;rbND_THaYDl~LM_K>Wub+I(xgj69H#+u(tGA%@W9-2b`0e*QxfKmzP~n}<8JNO z!|!(jEM3*>YfI^uYR<`ic4qFmBg^vTWo3&6T=(>JSLn z^l7rk8kF`YtWRzjs}W<&7i3zwQa&PqG|iB7`SIgN@dPUr< zN-%QBFS}|@4}Qb3qMJ!41{(kT@ed4;CnW7)Xxzt2d_Yc%0Ig_R_WUS000%iZ6vvxD zcRJyXrgCz027IsN_&J6ZD==0ca%=#Me&iHX(xAgh?7$A6FGi3f<EWeZ`GR=#H2d)qu8LKe@9K8ytDRQ*3tn{)xwMp%R21#{z z>3VHNKk@p-IlecA#E^$Y3zJT;^S~_(nJ}B^HH`Rl{6e4;yc?7jEuziBxmftcDiR%6 zGkpcW(pRYEnMIrNtLn0$}u1!%xw@hd~cX!j2>5VA};BuCvAGj`QD-4 z-m9~5TzWkWW8}CcfI4ET%g7jyDN`cWB@_*Cp@+efbljU9+Y487C)(x62{xXrd!EA+ zKs`PF2c^&2OZ(pUUljFVL@#0=A4lsj5nH37LX&m^(%Z$0XxO2n94D5PV4v zpTXLL#HfrD9uMd6Qr3R8PR9wwV>9D-Pp!WWBNJNqh&ZyomA^QwLT{2d13EuvXQHAb zh>uv=NoOb~WqQCbmkXO7%}`HBGa)oj(jfx(Cs`9PsF!qfy{$vfdP|^{+nt?gAOQ+I z4#WKe<kQNd)ujUih+rst6Aknry=&Be_U#t)Sq&^p3GK^qIgUPdeOGjg6x?qY@Jpy_3xw zL`lR8S~Zt651|(oy;F8jBf8K{PyvwdgOl=b{OLh>vdL_>O~az|0OGQdGC3!SKmGe^ zY~%N>*3|K+Mw}iKf++%!@BC1W19~LTvPW6~$TGsAGei;belxz4;;I0~1}81{J@(aZ zo=BdUr|)7Ws`VsAzp+51BVu%Pd(eeLP>D(84MRmhx&qM^QH6izKm@HZCG8b>yXZYs zbDL;r-i2<-x*mI-^KY3u8`FiAo?Vi9=kiel?c}I3$&nc+$~D@Ca&2ENa-d=nZqFAS z!g-130Nhav_!S!tI=`z;G4&(cn&{C)$_Lj>o*J(WZJ0+1(;r&Vri?Cea`ZI$_XnWJ z-5ZF$gw(xzd!r>kSYFa5D6u`yXhn&gKxD6E`c%!t1kw=Nwuv-P;uH+~=>0Xu@hgv1 zTpmZi<8NgQiHK1K=Gr?0`8?Bj>!}ASdros1cY_91vNVBwPjd{0(g@oSG2VJNG zOSlH!RdRXJgNPpDQfDdBoQ+XneD^Xr|y2$Q(D^hU*r* zudEz4aG(X|?g2ukiOys0QQ@fk# zV~gUT0)+>ch+U3nrjJN9KWaT^P9(X4{T1_ttb; z)kw(3n^U3jQz!oZsBx*OpTs8Uj}p48T^RcaQ|81gOZ5!9Pc$@KDvBq%uIk%mSt6YZ zH*g-Wm}{wHKq~=tqL}XG)Nzt4l4I}7pCj{G-bdKHE2PJa{egK*3JYn=V_ zAIHB|c$gwE2o>(4k~3k2B;yk0;aD_XZZ7>d(yf;KE6 zrsh%($nsN9pH>z>m5gwZT=o6=;!VXneZ}YfDF)VMAwh-JvdiVRR5rO{A&2-o-^%Xh zA_iX@s_UHjk{t$xcwD~=aBGSt>3#nYvPqdEF_tQ4g;MTpH#gYDaYT4QrSYqxFJFGz zSZ&+7R%b)WGsMDiwM*Q7J+$=&`zR>A`ezih>hkRDY_VPhb#N|NkS|%h_qdS9N~2eJ zf5#6)nK?8a9{(zt-lMa@HsWhjzNA+&6r@C&86y&jpKVV`|MH1YyjSvs6Lt8G3Lm{! z+$%pEZA-oBJCLlb6~9GPRS1AK3k| zfE0e)-)R|M{Q7KZW#zD9#R?_N%x~kPK3j>0deX>kZO+FWb6^2Z;s_Im}b0T4VSvDlfs^Z0)ZpZLFSCb_EiVGGW z6(g+Iu3ZzJ%9=Z$KNL(oTxu*MiI2vt{q%JD$YPXc2GuK5VvTiJ4}e1dH@Ua^eV0z1 zzH2op<8(wNwClsIwi^Kzg@=sh8rboh_>W*Ncn@UKb_s$K_58i)3m` zdKGIb7coW1e4G_yAg-(%>DjN}vdXb3lgHd#GD5^as?z&TBw9jj zCMug>-EJ1eFFJxtM$J{Tg^8Ll{(rG-*GyC_wZ5iHQRdNq2*(k62NNz#u%;nuLeVdw z9^A^5e8I7`Cm#NLYX6=OzdS_oBs-J4C!B|b;F+LMcTXc=HHEPlj5N%f>k$~^9w+2! zt|w%F4fvAa+b2Eg+_F6*Qp(y0trMcn`1trAD$yc!5v7Juc8i4ncGp)!Q3#1N_Wa_~ zVN=Bp5@F$kEDBwRkhjtQ-28m`p$?OQLWjq==21;yLl1uI7NDGAl(;v(-Yhud`dHtLH<73#y_BS%yzPmuNR>YDk*Z7u!9s0)LK` zi2Bs<@fr=ap$kKE^78O~%d0&ptRWdBAP{Iw4NtA6I_4Qzp(vABUK} znY$MFFg7t!3!?*+uH9DhScE~RX7g5cAvUI%-u2wYxplFxk53_8U0sf%?G(K|4nlqv zeB#79Q0Nk3D4?rw3*x!Pn!~ zi#nRCBGAq@ZQF982l+H?%8=pN3T&SOng(Eyu>3gssb!arOmzN)XQx2mtCw_2N=bQn zr7p9;*~tHvWV_q_1?V}2(2*|LmGN3(d$SZRv{>yW;zVo9*Vg&KHKOr6efqTCf__{3 zFTa>l(V5%tdVCW_r56Xyu+rX9Z1bqxUBfRHQ?k76XuifroCS(81$@6b)xb7)ON+~w z?|s_u_C=mZgcihtP;@hRAY5_~O@6xa^G~X0SKjefI+=CY=m=d#2N|UZE`w{Y<1G^$ z_i7vA<{PW?ir`3=76`~xqdiZ)@$!t86o z(K;ZMc?=_YVRpYeyZsD(IEyGRXuBMDro&^)bh?q zGcNzUW<$@`_2XVG%u5g!eVhZaxrQz;Q7}`?^q=3p!4Ow{t^cXG^~3C}@V=d3iunNWZ9NgcSkZPdzCP2Lu~| z(w!|jb3#BD)MDZi+{B2Wp6O??wCN@nsI{ha%qK-bU8g4^3=*gazfcU^7p$~%dknxN zd@o=s&gE}wXufj!vS`eOYk-(uznJ<#xuDN%2G9R4#l!1~FwQc_{VmKQJYZGgxyrBD zA@hmEjw^vMkz{fAtea82<-{st7Ra!dZhialWB;8y z6Y+eP@7?=;uL0w$Lrx`A6gT<#a0QfH#BU zE|1%ss>1lRdwRMNH0Og{DX*-ZhEG=O;D$3`{rdGuv|@blF>Sj^!kkAcU&&5wd;Yi& zPutta$7JQo0i5wCZ08|MJ@Y$9(m`B-sIlAsPAkUCFSzyBoE+ zYH~_S(k60p{rd-yR?RNVXW^DfoOK0_|KO1$y+T6zNVMM-(e0=OPI*EP&B&fCV1+U5 z&=bldNpbihDmHT~tM2Ru1Yh(0_;GdEp^GYAD;uHy z8`iHs5)yKlZy|R4QSWE+KMR@u+4|*mZ{zx#P8`LQz0G4RaeZ~&M!a^< zDQ|i_N=GLf8!@}}>wU++-4Q*jgCah;O1*oljUTTFig@qQqXU;Njif}Cn8+pJbHR#M z-ywGc`WuO6M;qe@T|GV1fkA3|dPp=sXW(FMv#?rG?dRjXypC)ToM%&8TkB!2ZhvdQ z(BRHiaXqHRblYTyMv?z{lbQ#V@7l-QuhdQCux25#D?FaCwbLOxokecl>s? zA|fVcrEJ?P-X9mng!MUh`Eqw;<4s%PQK z5=%fVbxuD4Wh`zhLjJnGcf)<{*B$hZ$Mt8wk{+mh^sLnod>gfi!ZLmJdVqe*(`Nb6 zOdvmQiyf91=joND&e*Y@w{IKrd$e(6+uhpSkg~IOAXKmiH|67_ScJHfF}AP%{a}Jy z2e*|6cXait&67)5rmL&_1Xzxll{(KCG?_(UQd0&7CHFUxTTP5IH%I0^eZQ(Dm>V;^ z;Vkr-fm~aYe@Y#h7)G;sR8{&aCIRZ|RzrhbE}EYV3lrNOo~66FsmEVbeu{Mm+Jfc9 z2hCZk#_^aQTQY|OFh#B%aA^#XS72)D1gf%tdCqf(2Ai9|uc?`dsQKKVhOg;Kwrj7Q zUeM?LGapzy=E8g8G)k z=4QL4mI=i!@s>d+PKdoCF*v@oAG#tPL03@WySL4X4r}kQczF;_f(LV2X&Z3 z!*u`d-F>1_5y;fNXU~qQ^zB;(4=^z5(^{LT8Kp$bu&=`(ZZuU@v}mn*S3N7dIq9H-()Xpw-dD8w$UkbhLgz2^Qps#LKF4TynH`?b?O+w#=Kf zok98GhSRZMET}m%Ek-@Y>i&o2e_v9b6%i+n778b1GxLH=k1otlsG{azE5nQq9XhO7 zyLQ@sRib#-lne9cPMg;G*YDp)xz!uqrk#Qw6Kg9pcwJoA#4ygk$>gs)PB|}Kv}hW( z%Q1W`-qL)A7dIV!_;2E&hv0)DmQsx5!#yRfHL6olTYFHe!_&N{!`Aet&#%sXu5;PTF+y@r#`E z%!UR(PwgJbIbXkF12Bp#!GoLPt30+dN$V~VR5&<=>TmB#L2K&Zpbi+88UFCe6FH{Q zGa#lsY2;LOb(JVa?}{jm_t2JfR`;BZjU6*vanzUQs)p#kUIpc8(nReYJ9em!8YRyW z+^OGNNl8^(TMm1J9d#e&Nft;xlc~_KXekFk_xAViAfNnQBg*jNwZJKwE=~! zt0bqa{JYXX(<>`Z0d%j~?o z<(S6XB-u%^v?>55FFG+%1~o=U%cTPz=H#?@b#--ecDCQ+Dj&6b>-Ozlr%v?_D(&nk z*pUp{Rd3*9N%2lw5Lpk3iB5E-_M^v>QNZWCA|utP;XQ$`BF>+eCNrC&f|7EN83G%d zho6wWgTsDCaI_12OP-G>!Hhoj`BY?)O4ryg-jR7F!2#H;+PuA`Sfzw#nq6FX1~&GK zFv`e;ySe&Z4#$zBNB8q{MDk=A-WXsxreFu!5qut*y)G!|mJ!sneWZfC{rdGXnA5&a zck2(P|K!DsJWha`bQ@p`Kj=d>ef>VDjKuC;n%K!NOG?_D51-84K8PC$*&uY{9%Vu| zo6y^KiG23cV))>}cE5H9Pg{AR_U6gCCns-9Q*T*td`#EM(nA)}_Q!ua?m0Je)vAH= z@|YQgu-oz@0}tlr1=qeEuIa~89baGH)imUvukbsq?CezGtoM7zZy&CsEW1WW85*!Z z7lG6>NIi-{_wMcX&EM0$%eb=AF?ccP_yCrg;fpg@WiT-*GADmhSQ=DjQ-`=3;+TgQVN4f7;$(NeE^0bx} zt5zKi5AR0{Lj^gFmQDkoI}w~Q zh)SwdxRlPnw)D>KQ`FyU_jKgi4&c4rbSiHne>=2e2aa~%nq(VAUX2CwBw`L$-SzvT zMRC?vOO~jlrleQ`3jXsQ1YLQ;X3bL}AqsQqPxf;0C3f=Jac;Vwe`1QJ&gS>`PJBw( z@r4B}_ntmIN+^6dF=XN%Juco63OtTTpr>bhNRiP2J8Bw!r2Vo9J-oN+`{dE%$H$@_ z{HRjd^tF7IY1hix6_lpBTR+OZy1V1}jrQM~KDkjKrKBj4whoYLz^A_cAIh$poBWkYT?ytoaz;zM zY;$YAA7O|ce+zwYT14Mv+{}p?<40$V`invz$)Yy6$H(gGYU|^22vgkBdqtNBq7OThliq{jf@YbpRg~(D)G3O%Ysv zW0$Uz17j=6z4Q3@ayvWss3>**G4oqh z<{MLP-O76Uv^(Ct4#6Qymn=CF9`27;Zqb>zahz68@ZB_1DLZ&7-JL%)nZWVk=i9M@ z?q%whK~(Y!3kQC`?cMBJ(nog3Xhl{bMV~#}jz;Opg#2HnSwSgVblv2ftHIT2s-0(NCejMe;>#h2zvFhu~?RxV>k+ejPes z?EIm@K=vKkY|$acs*}FHevh6#?TN^`PGu4nV*bedbGYI9wQHXH_DPA4vv6T2-Ykde zV^vk;)vG<21EbBcYY>-%NC_R&R#N=KHqugc!i3&D1?|zJUE>0haVwXabfrzJPMtl5FQ?GleS|NSg9R+ z{TN4|b;0199Fr`%PvImVEL9Mu??qE+I^u*#EIjsHII_t33I7cIby#Msc{@sr$&)9O zaXSEgtXEmQcyV-md}mJ2emdh<-!RyB+Pv9x;lkdpdUTVP&fso1x3=uDS-9}_G5>Nt zI0J6Unl%;IfNv})0M~`uF1~eb0xfI%xI1juggmNC-Qcv$@b$5KczrU@U%t)E}YQ+cVaLxs|xplVJ%myDNz zjEb(@nLR&yV}@*Y?8FI;F=MXGO4Z7~!D`r>rwk<1RYwRFrb>sL!dyv#>mXKkT(*=gzy_G(f(W>25|L8s5^lDCQxz+sDHY8;V|% z{s`1Q6t7@5k+V7<8JrGQ;gY7{{wXbB{KnUIht7SJ{rRoj%)qtIyZ#lYkuGe?%$Y00 zmygs)r(g2pb#DFitW$=9=lr_S#XtQo`Y9T&2k)6hY zr%w40;s9LIw1x~R?Cpp-zyaPQ^M-N?3LZp01))wo6^-SyJHJ49@tic=H4fi`WY_w& zw1R3H8f|H-_uBWLWSCu4q<}?__(W$AVn=bLk-*Zsn{V6J_S6>Lk^7Wd8n&L7 zlOHuQ4tN81B?$-mq|Tb|x3&Q@ihv}Zp6HqRlq^sk#>n2Iqsr%EVv^5Zpq86)ga_T# z-{1dHpHGv#6}Ev=vX3ldN!`9rn=i3E>g4!M{ZK$0L_5tofX;kzuh`hwe21sS#Xae# z6Xs0(v#>$I?dqI_;)0pm?rk5Vivq58K~&-Dwd-})cm;U7Dfa4h`F(mt<$l!+a0J$9 zWrF4U;jq{a5nLvMBlf)>M1oZYkFBas+FDK|Z3GII>)pFk$BrF!Crq#hFeC_MAT>Ea zwW|1Y!RO^pPTc&_Clz~0*h$=;V=D|prQCzljL5(3Ozhr1K6vmT&{!t*VBncEtyW(T zdyATT?!cBc)X=lf=a)CNUtQh1B*&}Y#NE>10GLk-poVJcJhA51MrsEo{cTz#?Igxq zX~;WK2xZg!h=V&gc-r~mwW1QFm6>E?qeRmUYE;M`K=DIFOTZbDdiJ=irlv+#-676Y z5&>VYwfieXEg5k~<2N;St?gqtq;FphRaJ?2Fap1=+Zg_QjJa8H(ai%to3iVD-3A&Q zIFco`b+eAaCKGYaRrI&XaO!gC9f`I+AmZv;S~9qauWI8+)caOn?+FIrEq!BCX)gFn z5^E2+>_@J>0C-U`+N**E%K+g1`!bVwK$5LyCt)_kDf8zfP!IMxWKtxHj;Zn2uX3`r_PBAmtk>v3VEM4o0BKEH{qx1^8_KKRtf`rF$9q~# zCJMR;%fXEmI4?QrUg|;gKQ&{%Mq-Ea$AP})rR@1Lj--Uyzp=TJ&T2UZ9(IXHG<0ZZ zFc0?|H^xgcz(0;3KW=kp_XM;$KG-;9a=%4?MHjD4Nh@%h`}aE$R!9@No8L^kA3 zI~!lK7t$)AKl^!i!tb29uHLA%Fu&ZX#Xv{d&p-To;`hPQZ2%aY*~7KuwrfwWIi-CU z3|;+s)oMeAbmD6|ZQq_pb7<%2=mm11q^#_KoYwo$p-i+zc4SM5KtuQLod_R!n07M~ zoJwGAV|%*v=S*SPRC^+2B_-BxAuhs{?8>eJnxjfju{ zC=~w_gavdi+Eu34~Qwc5%P_=bv&O zr0(7(U8c;%aiU=n`9H_~;fm4X;c!igYoX>o;B*gymuV1^B`N$>TxZ!pC_MQthrSxm#H@(efc$ih(?(8Q}A3L@ueX)&Ho{h>B^uxLLs`N-%Oyt&t9 zh*}zv4hY!S4pD&R;2ud=uO2vjxC@0Ph6EBbGc)cy!6*{DKbxCdhvc6z>P9mH)x_R} zo;J6(4L2|}l<(Wu4_v97rAs4;X$QEd$=^tIbu~39W@vT*2ia}d&}=nfjjqb98iNh% z3;Qju_{v4dL=4QgkfsKiqS>7^C{2#FNpVucq$U7aT@)XfmaWg2c5guK=ptAG(N1gl z@IXpU8cLeH3JyIxHH-lOiFS6YR^^(uT&*pF22ck&X6@3*-MwnEKht9AsU46!p(hrB zPXHOP3iivFd+=Y;+rPfm`l^w&@&bfsY_p(mvgA$jEIqt=OtN41eJ7y;1b=5bpKA@cY~O2As2E@C$v>qNl=Jbh|)^3> z7$}DqYp+!e3{*tNOLG1Oxmu3zrbtNeX0(M}fl%u{6?Y+2>NRwKf3}go``|%mT423j5iIt30*m-4WPCT$P!7xqjgJpErvh;;6q?Iu zJD-!MPgkJczt(yFhJPc*Em%_X$GZ&zKN(OG(G?SI>>V9D5`4pwWdDY}7U}(}21S;W z%p1{!+7VLdr!yf3$U*|+LMi+m{tmiDndeAeV%M1w(OSMwpTm#?68EsMz61gWibl^;H2zI>@fVWwAk?(A9d+dvV_SFF&4IXb}C zdIvt9%NdvJ-hDq2O_G6G1=VBRmfK2(gr~N=BnY?pm0LKJWKSNf1I>HV_3H=01|XMC zhO3=;7+JVll=oZ#4FVB<@-;)x@z(ZX@qi#mI?7X=n@Z)1hUe8AGz#&Vq!Kt=qSh~@QuIO zd1x@Cueg#Y)v9)SA1Z~bT-&@vUvcHqA2SbC3Mfnj`3J*Gw^leU3m26Fm@dVKIC9J_ zwvDm!p*D8lf6}Y2TE2&6Kp2a4xby2nAIjUixw##vKg?KGEqKz;uTvF>`r>0i5pY!I zEL$cne!KSVlk4x8M!G{jhlFI0s;Q`G1AO`Vrb`#{&W=@XIo?O;*6evvq8$g_5HG6p z9J2J1v>o#F?oZ;Tv}k2dxK~tEn_78$M)=V0JF{OeGzb_GJKsC&S09e#%K-S8Ym1t1 zl?)j%;v95=)!-h_5*Ln99=$>uqm`5JaWivsbH()2wl6%S`hnf9Qaq-Ma3-h_-g zh#0{h95wYQt}FKavMlQf;xpr2eAHZBjquIPghYSP(4mJ&|7+{kz( zu#gsOfcS&|l$1PWy7o~%u4iJ{vz6gw$2%kcQ-y6O!A}19 z^QX|pG5kD)dcq2A;{E5(j{~Dsp-%v*GY<0h!&i}viS^-#Bl zMn-8zR#jJvmDXZdhMr*PX@i}k!G)gyQJ`U12}jw#|7?Lh?`?Jst0rm3QRuF)w>N>C zLZ@v4gsH*fhv0f&R%X0y+cs2}`5#6@8)D2f(8t`$%m^Xn07x=YIw8V>A4=Yx4E-F% z<11oma9mnisJA!A)q=Zpj&vVrt{w?_1`;0ywJQ8z<1n6#t*NY1Uea3DG_s70R@yIk z+9axK*SK}aUaAoPsq#BO&-BhPyA^~yWANCq!QS3?8Y{XSouVn$MPr^lfIA8@PDm7U zPj$eP#d1BUEWl5O=(*Mn=3UQ06cX~yOQyFe(uGG)tgWm}VX1%?#Uwg!fE{^Wf@Nf< z!uyH}Q)s3bT7fH-1LBvNr~BGnh>wrLdP%SX;&Z^b%;c-8tN(s;(D*;6h6gu5Y_B^y zEk?)&*<+)NLT)aAK07N}^?`_2zAyM zv8E6z!tTMjmln{-f?E}b(%c+_ocCY8%ybUFxF9il}!dG?C8 zf%^dcKMOf!MdK>?g?1*YoD*=2D1aroIrU9*dF}M?=NS1o1Qs}nN4H|bhR0hEVGnvl zRT|qRMy{sC9DO_h1)8Rhxhd*lAyEAUoP%yAkTi~&;)ypN=Uu~R&YE?O<*O%Lzkt|? zXGbaJFNR=>271-Tm#G~HU2t&Q#h8*M&#`cHZvO4E!_~Ed#$Mn&49E(F{fsjc`+|<^ z`LtPQHhXq}=O==RMA9X?`dOTUm~zz|Fd$j8()<9wKtM0h3hpOPDE8>w9;txciWSyb z&BX-;0nKk=d9rhI)M&-|LaPg-+9TNaA;xRy==7iq5g?Ud8Q@{xg>8R(7YSVele(Z* zZ4sA=s(qNt@Zf1C=ASo>+S^ps_ygshJ=bZ?b-dqm-nSjj;`pR> zMXHh9`8r*cId4Wv!cU*fix(m)uzk_@@gV>8?D20X%#ILB{Q0?oV)S}H%b~$jrcXDc z5?|bn#jlYdxSSDbS=p7TXF)fGj70=?m`+lYTstY$iHSDTp}a{6UJz=@X{U|re@C+! z_ajqK`CAHGD?^{<_dG=t$Nb}xn_H0ybP_zs#@8vLI2K6-Cc*939|$=A*SEHJ6O3%4Y~1ARJgS|EF>)<|If`_~7vWf$L$FsbDb9cKLebbI zS@ZjLiGcVH%Jw;kI3t=y0jQrk!fgF|El?hLW#vQUqvSNf2qu=?FjwD4{lHY_$uH`G zQ?xOPT#~-G?}bIzOu@652GwS4FO6G$@4*98iY?@>NjTo8F~IZk_O9{BF?=Z(qc@e_ z`N+vgm^LDCim|yiT9AN%Zo4L{N8KTPIhAL&$F%t!fO+EYQlhbxgfPt5TQ`9%U0m+8 zYy#S)og+pLGtQ1zsaVmNsOe?w5`5t7~Gv9Z{b#(&IPaP>%rcR9N`UH*);THMsg zaZ29t-9cyLYb8b@v#A-%s;j%Ou}Sb!^k@cqL;r$ZJ?VJZIH;=5zj^Y)Fy0++in76< z@|2mCEa*HY*&bOA_~5m5+qPUTDWiolXi)(eOwS7G?k2X z9RQBa%FR7kU%e2Z+~mUicL+kk9x~wl9?C40Ji!_A(dn^W1UG>{uMhKMT8pkqb5o$K z%&2Wq!=2EZC*Pwq=4Wb!KAFm#5h(in9|@qt-4_mtp@VIn4YfT-lmh#ZX|{v z?!!ZmnE45DSFavpQ!$e)3m?t=Nz79NRDv~E<&RuWN{Rq5vLv9$8+K|%^BXVU65E_l zVjU7Z4S7@gtNQsdR(OJ|(awEW+A5-5({i~NOYS!`NhCeIr<$8s_e*d7*+<@RVGyw3 zK_M%kRir}c-rbZsAr?9}X&qhJ{a3F-kWOS~t_LldOy{bz@<9)E*P|n=ndKvwi9}An z)-!`nzsjrs-Uz~9<z`#4K1-J&MmCLqNil?d^>& zVJ5{^9W!2YFpIfYT6#wO8cbr;qXy~OfCYq%U%RWnga0L?C`Z5rt7XgjF`!VZZIWNw z`OCf>DT&YpK~5)KzPumZXKe&KoPl8bP{d2Q*9<=N+;u}hB7m;IlVDs#QbL){)R6$Y zSugydOU0=#m2$`vg)P`@Swo;q+y8wLo291 z+C7O0BXi~dC=W!oRJyxXw#%ha+S(G!+r4()bkJVoDLK@%Y@{Pyf3G{7 z;gD419HOp3o!Fj_zH*HzwFLh`&@3gPmZH8l2gs+o*qZrMqKZxu&-#7nSD4}02Xe1v zlO#!R`q2f!SvMjmy}AkP@bKZX6qXKe=Tq;SQcUofy&zivstsQhbvfVfPt-*K!+TMN z5&`fC<)r|n38wV-iUeyjivCd~z{cOd)%mV$47amt5^(y(cxvh`3=KfkNuc$bge|=T(*6gJR z7?8l&wl}@e^eQH-Vkr`y5{0UmB90^l&TsGG zeIB16EDmO)QvQ60?Ak*?!3=xvXI0awfJ8&|SGzazXB%FR@H((0Dli>>!aMx4S&iJQrH4Tm8iOfcaR&o4%iu3+SE8o^mgEK%PJ>&=PUqGICJ>= z0xpe}pL7>L3o{xC((r5wEOT>F;EvYO5#=rwW(1Y*N8bX@yO;>0753k0b#dA4)0F-E z;wui8B*gchKR@a`!AI{tnlC8k!<^LF<}TA`v_K37fo;_$b~n@~LN2Bm(<{!QQWIj& zfnYi8GuJpZ!vca?$eO}FRk(N-%nWrKV^Cd^u7vExARgqvz>t7V)>7PI~ z4pG2MB<$>N15b&`K|8*3CW|Hi$v;nZsiLBigd$0%pMeri6P-kIrCvgtu^hc8S9Tvr zA)tvfQr+{`Lm5_79Wun{%?ngNv{`^3#Z{ZA!yq~TY94M*?Rdr$nLme#uG@o3Su)!o zkI;N1FmNA-Xj>W`s*t2XYttniK;x9S^j0qtr=EVFy4G8LOTGsD2gNz#fxd^AF7O`7 z>=od{qeOuV1kA@k@4TEIef7&EHSSXYfB}=I?Sz7WX^1DVo04Lmaw67)?wRW}T&Ed5 zuI-!;{9Q@PU)b^@Ht_z6NBUD9>E8e{zq^1+GSTPAO2BAxX_rrqQ2WXFuN+*TP!ZLR zIq2ybnUZp{s=LEt%5j0uh#oAJ=0(g5V9=o7^t<{}id*YM!Np)k)eS|QUQKs->!HP4 z>SZR5cW!y?)b_bi=mIt4>~E%YWhj~4y@B5^C>$CbIK`5J4RkyU-kRD;+8nnNn{XO%LTEHC#J;+y$7^ef|cfV>@@sXKBYlCtyCVhGr?w` zS&UWj4mStgh@XGnfvV9(Rw6x-Py`TnFF$av_)c?A*s0(o!5E+c%A-693=a0Be%3%r zX>P5NJ>~Uo*V9HC&kmwpP`?;FZ)k9S?q%zt7sh7)Buq@+x>biK=LcQFjD$KsKY(Hu zF+}jU5_eD=sspFW{JsK!235%Qme&wS*J}*>p{&|VD1@TZ(p0#K5(#SH_$r>c8e|)3 zTjEZC5k)pWxJ-5a*vI$oov*#JYv)dg%cC1I4;L_a=m~{U!FbWL3AS?W%q=XUz!F4l z8WI%#_K0GUualui*3NOet((jmZ95;~MN3JBP2I3*Qvk)Dtb6q+5 zl>Y)sa}{cq#|8rC7^B(>O-RKmxShSfs|GR7tHS9(+JBev%It9`-n@Auuw)e#U%mjn zrNkIYgaMjUEg+p8#*7(*xTvlBtd+L~4?!ma-XV#XwUL~RoEEA;|3a&B@AqQGzF9;9 zPR?Ymql>?S{KUqxw(#B6DvFf@YIbK@#U0y)xMpOh@pjE-jr!7Z5w0DDYAh!wN3VI9 zmR2^{vM4Jk;>4Mug4J4L*+b9xT2kR^9U70$inC|WmSoULSF79v^t-kG zJ(QJS?}MX2yWYKcCYNQZ5MQ&5So6Rm&6E=*p2n^WwM62v@DWuBY}zg&IDaK zz(+gF3$X~vaMCX42#abwIJhSP=Lv8Qe^XH089~X_OfiwJ4R$wLR^H(O0ul&~nfs?G z(PT5PB8doczYQ%dDJw6Rl6+(KL{*x5zrr)jTbiOuOq_5z*PYdllSSFR8?;ioQ>VfS zBc$6rTU$S-UdBW&WkFA`+K%NKANyytE^-HR4eZPAD|5sRU1}9xY3t~i(^sSN?a0gj zuiT7=lOHTNZx}_1^{(CW@=zZ4eyc0LA^8ZM$}^jk?(%!IJdl7gT2_Vdf(rio5_{p%EYbU>d=KvB4C&~p3w zDvVE`bZM~j`d9z_Q)O+c=vTz`gXDMkwX<*EzRb&Q5|VJP=gPvK=7NUHf=;4*Pm~pn z7GJLS4XR~H1aV5bOPA$t>*j`p&k2c~HZ*uM7w*^LGL7o7AHEJWc3-=Fk%=5>o6w8VYVVefUjlTT*R#LzaOoYLeqzpv^h)PFS4mfx2I1ZqDd7$UWm%+o!!Bv%H~4}cEp6Cnr{{5gcdi%YhS%T@>x5@`}%E6cNsD9Zk(kdC89 zkKRwwAyFMT@Zh`#j@Kx@sE`&4gtD=~t;K_6D=H6NT3R7dfp<1m4^#z=Grr~+#2;m- zOn_=YFJNdU(S`ie3{+mUn?zu|8U{1VL^K7uj|5@ik7qo7EGy)b>3a=v>+;8?p*xWo zS}m7B4#72r#YZtncE0`}>!HE^b1?c9EVa1g{N+?rG8W1?17c4M0>B%j`rj>2b4ZaA zr&QAzcu9tqo|Xxrq!b z3gRGvEeZiNv}~@T?e2XPvvzp2Ahq-Y9;)5=bhVBk>Abu;Qo&Lybfp!bgrWt@LiESQ zLNX};#AS2&jOXLyGXa60Kz;*6if(E(?}&EN9_#|?#&gG-G#lfYX2IU)w~Lp}Uo*Nv z_I&&K(*hq9p~(T>c=2Q@RdWK$iDk=MHnuqnCMt2~aEc)fYAwmugnhicyKmm~%?R4D zIk}*u^7i2M;x&^3DC7lGCE{J`lKf#Z&VQRezP+0ocBT?{y7BAF79ynpGAnu)AWsgMJIUo1~fR=XCQy1tA^_qtOxgW(h?b!wTJCz(ns1G=+(Y^sRJA z&daJ2hCG-i6($vE2oGSh!C?G|K)xI1LycTEF^psXUW=Jn&38G zs*QxY$8F=8Yku=eVv=op@vy?)^!(e8{5|?FD(G5Mm-yp369M@Gdp_d?ZM*4zI9W*< zTfK8R`{F>7jb)UyB@kwCJnNf{Af{-lMK0s@i0eb!$#l*4($lo-j-tSLB=2-&c2>M9W`r_7%1MVXeMEG>b) z+PSL#RoQtZqHy}D?z(sUz9lEDpb71aS?CdcL4^@Ol1)AUD<;JJH?m(f*G^*?yP3=mwhP0vl0IDIQKfxk7}{w}0inSXoI|NrNoMwqmf7(?Npg?YTF z0JnrpB<6=o_x_O;6Gwi2j}tzrgPL^AywIana<%;wv{-1P@|1IjMJ#d`dQkz#aU}}c zOaJd=WbIr-AtYi8AbuOkv1u#)LQ^D3?6vb%na~}lO0CiF7glmJXDu!3kmx4)Z-pUZ zROkZF3m1mdcnX+DQv7S%nVxS(0Y^|xzJrXX%<7m?Te%r2Qh@R6{ohOGB8TE|WuX!m z=!lN;<1uCu2Ir}9xpluk>EHjqBhVr*E(Q@2F%I}?v+Z_1Z`1U$2}vzdpidE4pB}j% z->Sdvq3wX z^5jtk3T1gBg|bv_^-BE4x`T-x|5@ zcWt`;zm@9=H8?6M>K21C6 z4))q<*JeC*#81WNw%pi(JHadenEzAl#UCl>#h0rs{&?Qx|NZoTdkpfU-rr~7NUn=r zzfIsvN??iMv17-CqoNyhEiL1tm7-pZ^*1!6Y_`qWasB2^j-5Ndao-#2O~@;1XwV!Q z8cK^~$D-M&w}e93Y{=tpX`07;;{FG70S*CyF*;S-X+Lr2SFUrDM!Q&8gtELFib`BN zI1e8=GTLZUW>Vz6N5rnDYHu`F?Qi4?zA0|=t}Zh}g@UOGyRJ>doO#>NE-I?IiB(3f z`0?KA;6uxdd~IsC3YhzG>E_1P>bf=6g;6Ny3;)PpN}+H?N%^p|tHw9V_M2_FQQ|fz zfX`G8=FP`9=QxXId1oo8srdy6TE)A~Pq$=VnoLSAUP5WTf6#peCEvobIs0NyOowKQEYz(@6EIGgrZAyuY_CB3d~HkKWL6A#2m_Q^w`NhwgZI zcqb$z96o%wD)Gz_S-*W>!+RTZU9w(;gtQM1CgkTIOf{)IuKCJ*PhwsOeFn*qW$ z;UczO!E0&RKVal{?AT#i8GbK!W?1^>s9Md5qEDaj?FBS+bgWiZR>zJX@3|+~%=SYp zcX~ineDeFFwd>dWq@|@5J>DB*-(PRiT@hyQk~cf1X*bxcJ>KLHl%1W8&xUW-aeV&4 z^F@h2?}>qdfgTLp!!gY)`#3y{@{6NuE;>8Mm{v#A3tNZIO|)&eIh$tL6#dGgp}wi| zMSQYd$EU5cKZE9#s-uwr@zkmN1#_pxN4=|U4Ol@4~J?^=~GcW97n2UQ)d3`u*6d1EjKVUJ^=yItg-=YA|e_X zH4)dD^qM%$2)ex*k$B&oJ9iY0AHNZPIw-zA)hq^2T(iHYDvDWB#9`pc$_ufV_<+$}z%=rr>AMEk%%{QTT_o>RMz zs<)3%*na)@U;2K&Ud7b)ZnLiU&6_u|r9wY^IQdlA=6J&^i^{&bPNwbRO@yri@Ky^?Zv)%UsH3jH3Tf`Lj(BD*#G#W^~UVp zX6HfioQZFDhsVcNJsHK7Fo3&u?>4IlmDI?v4kPcyA~%~y_=v6Y8@sCev|gMc!m`RjVjzYP<6G-8&QPR(9RoY^RZ~=fS~$goTHjj&yw{ zD=Bww$}A%zqpq(qR-IR}_RTAu94Fc-Ckn-V=@zV)SN2`yJF;Fqd9uCj>rEyBF)=X@ zUANh4LrsK=^^ZQD6Pswg`aZ*^)BKfzk~jf+zg(48~)H$pBhup78(|&?&kLW z!^VPhJX>GBd`UfRXk;WR=Ii0HE(BrV`0d|!c@+C{H<-uBJ->2>$KT@wlS|cyqN1c% z^J5KG$K~W6Y^0$%_r0S-qhWlY$t*o9Ya90edryfuV~5z8LW%RO?zq)6M~@$;-+lU7 zN_U!lzeYhxNr@vODZ{hkpg7I6(tZ9i?|+s_44!wsbSWF(VIDvJkom;A)2B}}@7q@{ zgiFZIFIl#73%Ti*yu8%C+}vf6S{X@a1Oo4I=gm}v&u0zhYPO2ooqKnOmOS$fY6jD^ zy@GF2**8SSi&Q6&!?sTAeaWXH3vK^rC$ zul4d`EPEaaokwr~E?~i-8ejD}24PU*8CPXN*Rwsl9%?#2kKQhv*<1bU@pn$opk? zZKj=>UEddZa&KYMzVXgFUba|plI#^zXQ=2n<&Z*FQg4sMR{vt|+@D(ey|dG(pIJLA zB5!8+?u!>MNJI*p!zNYrVOPGBJ?9rP-7_%2B_ScvTV|Cv`-+96O#52N%(0aR?*`@+ zx(T>U*{3X?K zn&X-JPsN>8y!zgJ?0wnDe8O{X#flYCr=E&PNlJdk_$bGy?Co#NP^_32XY~#Gcut}1 z{XL5}*}W#!(LMkd{1?6*?f>%fNPk0`YO-MoxnKX1SMxQQ2E}y#fHx;jY&Pu+%qW~R zFf=s9jv}Eq{M6H)L{BUVpq%1PyZ%0gTmF7 z>%E^ni${njLI3jQ%honFl}K_VTO)FaHr9UDjjXJ!+*Mb4ZZZZ-Xsy^YmL`W5m+SO} z<^sKeR=J;%no`W`c&7jo!2xxnf_UPuasIFz7$)A?Z5#Y4wcw)eA6z;UDA)M+?OmP z>!^2B_Vj7h^XC(rWY|tvjxlx`tzjv9Ca&44VeQqgVKJ$0s6(5=K%vkuE}^4P(q2X> zM)b@~{sh2!hN!5Yym$Zp&r>xyZ<3bt?LPG+-GE<%Ztj3hhettw#OWZe5w$~y4h4wV zMPuBfbzLWq_0}fTIuGVV`12aEi;HVBxy@X7{@#DznJY<2NwIhHI>(U;IQHy`D(BZu zQ0cBujnzo)v727Ga%Isuo;}RW1sxAF0_Bs=NlI2s{_Ld6@oZ;&Dq>gkwe9}nv_CYa z)ah<=cRi!4(s@u`F6V*)^$Nu|$hTbjd9V3mC&RsMf~QmybW(4ez+Fj6ODn3Vs9g5+ z(rCQnY%biAY1eCtOnOXYcXz!w;%JRC(55A$84&CFZPSyTK?XejRdJevSr&K*?qNq< z?J@P93q`{`C!8o7$3x0G!49JPvD1OSd4q&a}6wL@P-ud_H`#SpW9@0eL5=?2|FUS4Nw=P{2+nKtspucCEwGD)~e$eYvfGQSdzi;?v-HC)VXB~%)hUg+xT z8Z94kW2~=E|EHtz8Lb>AWz3DrgHd;4^svbZlC1W4*wRM=T{zgcY$@*sGXTPTb%A zl1uJc3#P{B>C?UBel@YOSh^8Hs0;7hx>b&xJ5sPg;!8>ypr@|OX!UxtJsz8NFUbQ? z(Mz~y7w~%x>lR;LwyLP0;K-31>pq{Bm_1i3xO;cu8MW^x@r~`>-RhAmiuPi>cOhlu z%#JnK_ddMGD6X-YODl2gVJLxF3Sm-Gr%t`1derPT?=m}5dHTAm`9L9)o2`(3F%NH9 zZEbD+n8f@~39nFJUDvv=Q_7PKmet~nBDRs%*4CIaBNtnqyp$Ba-T=Kx66yT?{i$nR zmywZTzQ*Q_Xc4WO=c1F%hEd!p(s_Jl(LJ&i}mvI^7i#L z(%vMUDPR*WA95VgR2~ybvvunpK|w*gfkt&;=L&$rRHso>ezO{x(_%x{mM&eIV$p!_ zOOb5Ka;Qx*D86&)z8mm1e@OtpG!An9 zNkL2NiD^~j^R6yq)F$kLf~rVDic(T{26D!AW+&P_1;yf#bV({9+XBcY@xXwCI4!$U zd5THph^O1k5xd@+>P@G`o_p<*Hl3Xstxqzzi;IU#K4Mj$4wPXfoBGcE`zjHqo|3(& z9IGbZ;x?aC6RRGAh~9gbJD08MQ%FMYloUo(@e!*mo;s=`OuF~&?M;ZM0NH`aS%&=$ z;j-J1bDsfyS+ zc5^cq84g@h+p}lSox68|LX*wM8d6Lir5d78rP^|E2Y_mU<5->1Js`eq2)z4HIC}i- zEECP*q`05i5-4aTfV60_eATLLb8~aYQH0zJ4Q0`9%CsYZ>G$7%H=jx~tuERZSW?UI z^UF*9_lVaXw{ER2K)PX5PYV4UDbL)7M3UDnl4jLndGy2ya-AD_d3m4lX!-!U@A0Yi zs4Zi4^P0o+a8V$SScxE^3vV1zq20qqp(iEb*YZ zTjw1uS3JFXX3KF?)9BBbq!8QgiW^9|8|mpyQ>W-5G4Qn@QQ-s z;^Nh7*6au9Hpu?*hU&Pr^{`!nmFxUuncF(x^-uo15hqh!aoeQUxrd6AeBzde2j6jz zEoaW1J0~Pon%3fKhDG##;MrUo)BHXe)<-X~2e;K^TD2U|$HN`RYPyHWuvJG#=lId1 z*8uP~F!S?Qe?1VR632t`?%waaq_&X11b^@uwPco=Eyv)HQILzF*w`2SnrXFgnXMsb z3U0hdG`k15`DN6qE-8$RgBEJ38?|7v8vQ=*yYu4?eWMSTPIlyj2fvXeg1Xa(1zby% zRZDIU9@yqCB8feTG^oV!#C762Qx3-UDN$rcp;ibyAv#D$_6=^5#P#mV2+^$V6w1Kr z*vr?qO?5{E5j?p*frV7V^;r%Hn_`ftRt$}dRN>B2QJ}bBUf)@hT7yGeyeZxVWt5bx ztTKjfu;_=BSF>Z=`pKy&)9)W1mU6A2xQnh_Qp3=NO>)Q6Q`OcsMar9PM{=E3t65cY zax(wfx2t{jYO3Vs=3-|*#75Jv>_jB9?=@P!e0djsdS_2fO7x3!lby8KY*;jBx6b2E zNccmbh<$$KrYZOn)8_1qZ{NPrY~LQcM=_kH_=0v5GFG&(O-C12T@CKJv(K7BN!L%j zHOSI>kE{=WQUSs-`YAUK)`~%yZ&&x+sx3- z64$L;x1ze_9`I6y!F z+{+_^&5gUwt8U!5@twW7Djhw2G{#XhYaJ#)Xt|n0Fd}2mNOvW>c4o>etCskij7}fU z`j9*mU8#o^G={co`H51~ACD_gUK zqE(7(*&$f;j_voC;R!6kS45(AaryCjRVf!1O5-laYd@&JcXyL0Ce1#<-|a>4WJXq2 zjNANNjQ}?{xA@ObyqMqW+naW?Xa`=d&ag3hS6Ilw!68iw6l9nxq}^}g8!7I^B9|r- zNukiBd-38$dR{}1Wa$-vybSJJ)f`?v6?KRPw>JFqXR=A!r!Vz6&S}VRyCv})kEh1^ zW3ZlmxOH`;A9Kp1RxP*y(#IiACr1NCsYCy_IKt$*=aqq7utN=;YF2v+Fw@pvm~ADV z>7`=CDZ<>?_dkAx!a<`!>M>_jnZ$gyTpR93Bgbhplm8f&F{;9oD51(LPfPUo@yM-P zoj7pTms|HSvW9jR3Ol>$l0?q>Oug4jQ5^JlP-QP$$0(*&87^yMzm=l3rDYSv^4j1U zir|~^YX~(5MtiDz<6UllXmY3Ya&>@i>gzMl8jFqP>>Ud{vnHQp7QnvdOP3wogM)*! z=IANu2Xc2)8don~==Qw+;rKoJJ$!ssx2qSgrBy(W z$zMdqO;fj8ff#N3zU-H*2tIU`=C|L1SFWcg6bhl`T&Md5Nj5@4seP$m$mcMiW%Sss z@Ye0y7wp$iw6_0c9F`BPWG&dY&S>*xP41mL590zpEdDaAl3r)FppYO7;?0{kST`5= zokooJswEyYF)?w%>f?8vaRj5;5$>6zUq}rMbGjr@P!$t@_Uze-!&o&~o7T5)-1r)h=CFc>Fo)8S#-)0H^cOL9SCDEjM1IoELC&a|1vS zA-jq~nP*x;_oO2t$W;O5@DuHo6d_WHA4U}hwct0s*Cw3233Qxl!HAW@8JHo%mRuJA z+|9{H$hd7j?7kubA)LO94cmnNxmC{*&i2u_vF(ph)I2!pXvgsGz2dZfEe)1&t z@m@_463`Ls+VFS=2ItOo%}x$-h!@*!ZlfBeR+!J7owvSaAkgB-^Bv2x>cz3UdA8eC z&tqE=zypw2-I!rR)n~-xKleU5-U{)ZfDrtyI?YO#&>J78z@7q$^lrrU+dDeg#W}PO zC|~;CJJ{Q2-FHssgVNON5lw+3pU&}UJG_^_zLwVV3+ zYrZsTZCG#sDAq`f95(-)Rs6#63{WpuJAW~EE_aw}7(0(zyQW=Jq}gx3zGb&#Jc@|G z`8j_OkdPII9Udzguc+Ss`|mFvJa~|Y`6JKmoOnz0e4sEEADI~Z9fqgQJj=G*3tN)a z!NI}eOX6$82F!Bx^CPQ#IMo%Jo13G-Q{C9W6ptKvvrrhs6E*~)K#|MXSy+yua;mzv zW|R38sr?~sY!5-YKt!z(K{Ac`J8V0n4_{!3)X9^H+Xl(v3p(IJLr>3+fO`GLjc6q6 zDb#%ZQ}-D}RSc8WN#TmnUj=cZ$)-$v?V2_6GBO@ua=Q~dB+NiaAh)qdBCHGWcS;aS z-=So0Z3jS!A~MQA*5HB3$;l|>B7pISw*Aj?W`>K`Qc*oZNF#t57=c#p^x3n3XfJ4J zXjo7>DJSS?C*+I;04S`rJFqaDqGwmq-6;WZr=_6@#e}?j`&KCHi6}ucq*x$jhf&!x zQkOI~HnK=ATe+?rrIh!B2YSgmDu)kW0jeZpjVFo*BqQ;?`O;5W=pIs0QBla4X=5#~ zECP{lBT)RLn%60ipk-(nJ~q%4bM4x4;N_z5@ZPvtZ#PX4_@F!Zz)MxfYinv}+P<`m zQH&_HD{RcPi($O@eWP}^qdXFd3L zNF_E1;nYa+LUIZbEl8OoEG&%ZRQ2fefhfeT7+^O6{dfNvt=wxwqDuOz8uU1Y-K4K=qe$wY@sCM$)~(-{8$#tU09w9dRSyt7qRbUvsCDJb99+Hhr$L0em0h2O)Zl zLJ7gRND>8XZphOu5=)c_bFz6`c@0l`9hhic7WhLdldhDI_X5+gS{Vw+Wy(m$eQ!7< z*)?DF>53FysdsaK$@DkpXo8YTD)pY`g&Y9V zbnr2!`)v-$x(i-_8fr?Z_tU4^q4V6|N;^9`497i%DDGLSme8HwcGts031Pw;0vJMa z4AzFd3#fnyF#0#|zR(2aPqzE(*RN}g3XdE)ayM?^MG_~UE()fb4SW0VKXcx&c5RZG zjYHm8^|-^#yU1X>B;fFbtbX9jnxMUh8tRgb_$?dLmwMXeq<)~Z+Iu~H8aHU~8u96g zjFIos&EI;vV^-SH|8{mszV;moRr)>ICqnXwS%lFg3=1S;ZPfhHvP{w^ho=YgHk-;w zx7vJrd;4(hLkaVbgDQJNjfHPkMw}LHbnU6y6X@zdUwjb+v?@v>8*6@w+zcko+yBuX z&)+s&ytql_U{Pt2N=Jr_VLQGM$RJ&o=neYsJw8M5NdR>bbL=i1sg|%GiQHwDM@Tp5 zF14UEA~8fQ=Ns`GX|LRgZ&c#*Gd~6Um{9k$6?!(Lc7hjw1 z-OkXi$j+DYLjJU!nYch0J*U>ot5_sAi2ZO6m+^mrjZ5e@!rs_geEo?khg7bR*uTMO4mFWH`3?#jP#Zqj$6;dr4RIsV52<40?WJgT|)uU3dbrIw0~%B~cPFnf>Bq~a)wXk@McY#k$QHa8T-_Ez@U z%5yWqxBf+v=}s8qLa>D;5{#0h2W3??3eM3AX>Lg`f~CL$nZEbfTAzL)1iT@jM<|$cvSNGck|Rol zki9Dr-1(ri5T=_94TwUe3~PgXOcKrER=~KUAS4iKFKDC~Kb)DFsRH}7S36S)o8>}! z;zZv3tQA>=;QqrPuQ%^n)JWs$G zNF4HfL>HcHBxBZUug9}CU|>mOD3*UDeoq4Fzm)}kOQ$Vba+|)^9|L*d5ExLILofiGq-^ed1t$VL6{Fn0ISg7YR4z{7N)G2@*U zgQXzy71Svua5%}*d%VH^M&bV?v_iio&K(c}%Ta5n*VWZcS#~-Uefnr?zh}kp=!o)F zk@c49w^Csx%K2F;3c|kzqA?-SK^;d!L?om+kqJ(pF3Yn8i#U?jXTyAKedQeco4eoS zw+G$(W-nSp3ed*>)rqZ1f6V|{&72W^vE~NPin9%P-y)Jn0RC>h@f_}tu7@WWAAD=v5GtXf_6>Jb0XgLq-%wNsH z){}bwCpIP~T?fj_9qe)Nj}ef9dl6>rw;V<~JdIhrxq+#s!749q6{F)p#5v-Jf#eR3 zd#@y^v4lGie_15)?5UH&64Fm6d#8Wy2Y8D{y4F2#-~jP?z-tgqwV8{iyB;O6F@k)w zMr!n>OP7@3NrIYdh6+Gn7Gf+5Ol)A;M7Hk+X@`gn@E6-8F7x+%MK%)`_Xn2XW-7p| zjPxa!vGegML2R0W7-2Dm0_7Bu;r)3GzW4Vp5O%1gS3K*)jQst=GbERsfmHMjgM)D}?G$pA#Da@^vKEWo`d- z=V*eC%cwE|GeBkvAS21hB7b#PtLj$c9zb~Oek>?x%hZRHq!(6}8aRZA&P|Xwcp5^H z0w1b|+Pth%e0la5aY(>zR`v1GZY)R@Y^()sXXnnHG+-i7z98tY+j_Ps4{~Bni|2M> z1xrgyf|G#~eI7o1PEtgeuTBN7Nwtne$EkZ)SZHY1%RvIpXp0@bUHzMa>Vz+=eG`ez0W^paMw; zgp4GW5;!RZMMXki#c5}$!040Oq}Ev$q#APk9#Px}nzD)^#zWsvwLA@&4YCj-Z5XKw z5LC#r$Mwz$1fmRL3LHYJLBSjhEJGX~aCg+;^P?SsR%H8uW%a?{Po3XpmHiwNKqO=- zVs(RfO=^pKpbC%?D^Wq2mky1$xRG6k(07L4s#%NFAefiYH&on_0MLTj8^|u#+O&kO z^&E!Cn?-!)N5QdrZhn4cI1ZH%Ac(2Yhf7wB1%)~_G5;1y7glsiO+~to=Y^6y(LI!`Ige^drX9P-24hn`5i0lt?K7 zn%CF1pApRUk)TV%w^>g=i-j`OblwBSurUZaC&&T(&SU0*V~7-Hg#Sm_LMinJA*|t4 zbb?|z3gW-#^9iQZt!8sGlU||73mOfip1k<8Bg(8cexdw}G+g6D#QXL1d>;&B33rbC zj}N(=+eD+@hdU`dFda*t*erh>u%`R+Dn?SEnlFw0{{0+Weq@edH6{MB6t*9Rj*!5Vk%_nDUD(9C?WLT?iEftrY|Zg9SSly#NA9BEh2&*<6m) zSP(nm)ul7p-d*nzhg}51O&K=X2eQBIl+2r(iYb`gUQ)zvc|V?rW<-<+1Jgs~Wh(Pw zQJCIHISdQl9yYcQmd@Cs{Ab=QM>Z+0ufgmpM=2bGQbJg4yS(dEn|tuhM5s%(0{3M< z*c=CFTKCDasI0P55!FMo8D@~Mqg1itJUj|;SJ?NH-Ed|Liugyc2#1>SR+IVz>G@`_ z-~V3Vvvgyx1{`q7oSSZ$?*WyU={WSFBzIC`6)4wQTxPWV$Ohq=Pif|L6}-11H#SA@=TQt9|YM9aT$`iao{9C8GTHE z7IYs|RKWp47ha&=CK*lEpXV4@cJ?YE#ABzf=QnLZD)WQ!1yP|0gW`ACPEk|B>Xwtg zBKxk!&$#nBy$-0$kdd_n^D{r^q&!i?K*>5|kB{cfPv;TbujBZ2g=DSaIiQqi6rMG% z$W30vRYeMe6*XUt?OR#fpayzp*n*$0%I6desLW zSmYiv%n+)m$50vwMuGE<_)=I{zFeZV9PQkSL2>VG-FP_vBg#E4Nqeh+tc}I7ti{Z? z+zd_fn)`Mazv4A26>4;aL1||-B0DK}NX;z*U(#c4-FT2=T9D-Bh>fDf1C9bFjh0eB zkQ=}VQt3C__odS|0_ zy>L0hGz%;ML1oYOey0@-mBSzEp(^zuF~921)ECV>g-W{u=o;LkYm@UIl1OcNz-1|5 z40}0W%y>O|v`agybCTp7RCP6Ay<@Jf+90Bpt?dQ4s1$O1eSckYp~$x4t@MJHv4Ee1 zpX5|>EA9+Nn741(?m~_EW(DhwO({)8+@`U-;ftiFrB!RW8k+#FMl2uRetunj3R)V_ zD+nkiTMLPm=)&YI_1TO4L&hL$RbezGc zV``L{k9#DlYj*wkT2ON=jfxqpYoLHdl37_vNi`T*)GV=PJ0xrA?B;=TVZb&>^E43W zl0L8h(x&rN*0EBm;-p(M@DMOqT75};9%^>CzH>vyeI^Olrow?xGpf+e4Y?>jqro|= zw*)vc!}5cu;!BumLIfK&z-;>h#O4RYlpN>rR}HmEHPugqZSaJVq!I?^O70c3?UKVY zvT<>ho;msW@#Apd)#k*Syt5x3?C=WheCAyG_0wxO%}o#@Yl5hzwr_{+nmkuSOH)&m z6T^J=t!d2Rb}j{A4fh636nL0XZw{!PY2AJY*k=UcCkh#p zlz5mrTX_8;#T=5DpGjtP>e|tJ0Gv+^#%%QcHmgWP)E+qMfpte=N;e*C&LK55aK3$k zKCG_AgaS#uG-*wkHsS_H+#p2{5WF#%it8dbK}!;7gmt3=7^4g)2%Mzd=sKxE3L-kT za-2qW{X9yp&v*{ZZXD17oFCEvsx^S5;Ye|Wxuu7~hee2L$AH+qre=PY;X4JvRY!iP zoxn0sH8zeUg##it`VruTi8>v00Q!p}yi<_ZsK_${V8~&Elmf*AQpjK>R-%$zyFCk1 z1)Te@o?RN2B&iOZ$P_NAoagGYp6Nig+$h2C@BtCxn(S)SX5H8zwfHb7>|OB3Reo)t zB>;|m8WLj>mKY@6*yNJoyZ<8Zv(`=iZX`-f63LI>-yQ|k%dV^Z5R`Y4KS0q%6IVW9 z6G1vGQK+(rSVl~j1Tc}&!hRk>wCKgcvY8N`sLh)T!>@tJO<+R{Bzg*PjR~?EX+EHu zC3`Qwe+Mh;aj*mk1~;*K;m?rsK&d>Ol)Rn0rr$g*GoHAl!NL>C0OOCj6vG5Yo%`rT z28`S&c$T_8UeHG{aGyX_uENHTZEVz1j@MEr>Xwe{q(SfDdb;~Hyu&cC;6h|$6DbG= zZ8;?K1&LRx6pqNMG4^tDU7BVSif zG8c9;*QTv%f<3@ZF`oz?Z>}#A`JI$~%c;cL) zA-jR*oteY4-}~G8`>b1+CUF^ce@ob0o$YE9xN8k1{|e}`Nz}`}q(}qlPm|vDisQVE z4RiJatrF}9Njq#K^#VsiX+{HqVE6G}%Y{D@m5!1wY13J%tfRx&t4n@)a6dEY8pF$7 z`oI1Y=|9RxS@J}CDMfAQDa^8zbjGEeLidnrS)#y*oQhvg=~K@QAzvUwdvIx9Y5xA^HCF2JINm?=^Kft_}@jw@rY(EToozPX*GI6$*Z;E z|Ia@)qLFk!i$H@#R|*UsZNx%`mxCYZS2QocV~*ZIvSyxtkqH!##Rjm0Q3x-0QSbjC zOOoFMaR0wv)c?jYVDmcKyukEWcj9dtUp3frmm_`v#^h_y4*n@V8zfc0iBOZXHs4 ziv|n4W}f<8wp;ZB1BEJaS9c~=EH@ZD(xKS`(y0Wvr%ddp2e__LKqR_!E0j@So=D>& zvG_pSLO{x~+r9XZa+Ia9Ssx%Zp+%1t=99Vf5( zubhqByl@u>zioVzRfIkdCFr+V_Ry+M7STFX;F~4}CgyDIhZ0SXskQ zwk>>2?;)V;d|`7=;W6dib4+d<{t#SolV#md{FkDxJNf}}8GG7y^`8xIIHl8L7Uy$- z$29KoR7QY?OLBc=f@Yw0_PLiy1}%NhxV*c=ANoqM`S9(b*|_3DI`w&1w{+f*cdA`$ zziz)#Yr{0{_|~77ckt^DqtfiopOa5KJUos!6crW8NL}qXe7X9LlCtt1PR_oRet@Ig zhO%%V0^z5n$y0vhF5PS5qAqW2NVBR10F#lr){#&1Mui2oIDUTq2#bXH_^~FKS@F{2 zr%{VLi5lloUuoJQHt z#>{*KsLt@j<)FHC1^YfxU(WxQbEzAE{JX74$$b>68h%AZQZ6%fg{Hpcr@n6dYFK!A zg_5drv36I@52_m+JUkVBLKMzhWzR2r^8dOO1X7T8zkx^WM@0 z{~CqznC`4SWqCYE$GU#|3@tAFFL`mjEtP@u4jv>W6%|8!nu)C|=w?{O#h(`YE@bW%20=#-)Sv-5~9o$*+Fw(=L~G%Cyj|GpXjON z-e79$A`|;{(or)nD*9Ic;9bi(Aq(?;pM91Vm#-EV*H?00L~GxjloQb|=FZ9b`A0L< zGm45!A7y>A_;c*EPwj3YZ$uy}c=+uB^SkFWPc9jR8w4<{a(%13dU3t|%M*9}@`6W{ zLXi&n8vqNFC*A*e||5~|5#F_tYiPI(ZDh}B)^O; zu~iUEm9@xI!@`A+E@wM&=g57Uo5ME4KK_qQ?6*&BRQ&I~wLd3yhvBM&t%UP$vh*!( z_bP7Z5nYH5f8>8RY-i^dJw3paRwv(TM5Fd2a3Rc`O4eVv$)(=R?{?rmCxs`AWQzGj zsb_BO`K9FkC(HexkJ_KN_Al<9KQBkMU-Y0^n|;A6n5jrjpJ#n z(6tGNM&?vcj9tNcL1IE=-6fuda;2R_h=n;{Er&_lzK6QK^E(Ic-pW3qAIxhxB}ggE zG(T~IklN6qKi}HO%m>+r`1(+HqQxAI`-JvHunC72WBU2UvCNJDvlQdcJ9q8c(>{R zma14-#BssqX%iETHYqe?b|S&ZBrK^RuKlkeaDS`IZw zE?0Z#IQR3fXB7J~{xc>aHyZAAaai1(dgIcRbafLzMg{sU+5z&N{0@Kd0Bzv|9&Gv| zl6g-j7{n4;Fst9s3yl!%1aHuIdGy|6zxZVCqx-HWZY7>ZRjmux z6GBlAtA!kEYJnO3xY@bIo$bCfMjdcVilkUPD=j?Nz42M6u-d$oG&G{oJKKxl6%gLF zaGUO_a(eu{Hw$*$EVxiV21hF#6M+vF9LALVdbMT6o zj};axs7{fYnHn&mRl>m*2hBpti%`hAGv79o#0Bq!>?vn^3`%jgZ2-f^!6f98q2~!VGEB?@xFBgxBziR$HY8h0eg*|D2r8H zMa7-1XRWX>mz3V%eAD9)bUl%y$k?Oh1(}mS(*-9(;E)r(J&TCgoqs=;9Nee!X-)PG zChvSyG0~$i;R)KXFJ8zDH+mdf5v{xZTdlbF?17e~#>=`m28jo-xcSbv9we?Z*=7}0 z)d<*f6X->3jd>$}y+r_Tv2Ae~??xMDC3qPySN4)#a14;fAhML9l}!~e&FNW7{rbi; z8^;Z8C)<6^Kw<{)8r_E#j#YBeyNfPy?wk=Xu8i-$^D-}ffg1G+6<*Lp0r43f^l`d* zI_OGMK62zLEC6AMH~LM z{J3bJN2R5M$WzwPU$@VS+b25goN7G--1pqw-ZFm;1+xr4z1U{`CO#etj z%bW^2YvlosO71U!7K+|Q8bmCNYAv|#cx1BVki`$CY&k?`wp6%tJBsOFE07X=>^ZKN z)@Xef@T;o4T+g0n;qC5pSNB|7h!J88BU=dyC2e2gu z$e%g$T)?V17LIK#^g~~KG`+k+d9|XVqCr|iyLHBQ>x@qXTv8~j_x(GxqQaZm9Ue&9 zO^_Z^@5KBT{-5sQ5Br`AmB1H(EpT!@g^_M?p8il%!&4?9o$#&91b zW~`IBSQiU{z@W-s&%}xGY`w9~vK+|6%6>7gy3^hMcYrAW#eJpi@)u<@>h@D8`xq86 z9o0pNd6%5|l4-BdGHTawzgt^I?{v3kxyU5!r>}JOP#?luSFCs(#Lvg)$3PO$-Vc7w z5;RJW<^|OAdWJcgghx(2Qd~mO;|l*<`_5l5`#+C~G2|2Z*6fY6(V{95KW?2*4)Kf5 z&DG(r=4VGoh&_#>vZ`{-du@F@lKbt2A=2A}%DPsRDLbV8mIf@L@B4&G2DUW_)*ChK zmW)$qa9DYd|*w zoHYC4SOSJz_={lL;QX}|T3T9?pK&Hxj7_O9IgtUU3>iF{uBoc(f}MjH`^gs|&y$k| zB&IW>qoeukdX&iV8i>v!n%s+sqt$~gacMqmas(6-ITbk2iv?{z-*e%-2zloCZ4K-; zvgBwfD9mt~3&G1>msVEHofjJ!$%alL6Zn^N`x!k?kYXEMK*U=#pSyUk?rv-Mi&Exn zaLR;&y!=DN3eqJHu$KOD_Q33jB5|C0ijVmXWcG4NR-pg5DnVC*IPr6TH-i}@fX6^8 zWLkiakLW%m47PPGZWxN2-f|Vn>h0^RQGGakRMO7&)*c1v= z@lhyNM%jZT5x;n`6K9#Qv)ytNSRBd8@}ns`Nt+sO8yzrN#~X5(U%|Lj_kEUnyHGIB z`8ouE0}MAR%PnSCzhmK3?s>p*w8F4Yd~0hv-7wH(|D*La>tHPuGi;;@{%s5I%J-Mk zOWmogtPH#Wq$zQd7aWJ z`GtE;*%CD#!Ut}OlSxD%CWZ9FKIX%Mw%x#ui_xz2ggovRb}I!JmmDPIjs_J)#Sr)@ z%pirsf4Fb|BA_@}skV&cASVpUpfqy#T!GU-@z9~mEGCfsaIV0D^9Kb8@=8>Cx*F`> z6>yU%%gF`fQh{5U7Di@a#l3}BDjpWFlV0WmfjVxpcEo#zAdDsh(nHOHGisE{At}T} zhrDf?@4kc}dV-LGMrE2~ezR^rM6Tv8;h1ppgYxQSOe<8}zvQ{im(_E_kV$%ZARx{> zxwR07P?8rrA3Gd>c*}&^vcFLye-?Lt%P{VLsj&YVv=?rhl9=*a^0Gh9|0{(a_ydTw zz{?~WmhZnEwXNB z%N+kosrcIJKO<58>%ivUsMS9w;m=$9|8n3+IHFL>1I}IYf9|2Z)hm>l_Jq>cC^-jb zhnD_$SFVhyEEy@1VAM7dVz}f(_595%J>yI>I)ei)s=ZphGN%YKSKIdY2tYC}GC0j4 zwx`E5S>Lbc=;WG4K2$NVgSQMKO)bNuIIY^M5s*~Fm>7hckFss~pD zC?tpQWi5NY%Jz>w(CeGN%jfjieb(g~ZfcGT56rB#=jC`7b@t8Kl-6e}yuoO<8WsOz z{!;Hyb#*o9Uge{CtB=()m)x(66^Xq1K|NaB^{GU(pLaEx6 z^Xmu}*P*+*I*#mn6`bw%{@^Y>DDF(VMIxBZ`{iL_B@y(F^2de1T%9}Cct<6TG`xmOHxIpH27wYqG z{Sth z?G*|eKJVFuZ=uYvt&LSVhbHgngoV=-E;XP+z-hnM>ls9p&==1dj_8M%G5y{2RkuL+ zgEssmc!G{}{%*WcTRztEC;0WPbGhF!}sCGVY^?ya0T0klQseDhW3z<nxUMZ+Ly@@Nwp?S` zTF!h=><1*w{BJ_1C=+|O@21Sq+}~upejx#l4n=#W>NipEx+mks{O-&@)*%ZbHmDB1 z&iTiJ)}L5x%jN6I@u2p-lv2_@d}ryvPV@9sisaB=!%=B$SulFyFXcPLprSLY>0XG$8W&bD3=g#s%hZkMG zw3u)hFlziFX3L9Wag-858@S^c_oY-u+LDsDn{nU}IsF^wSs4~C?84>gfJ8+4K#Q(C zNdXsHSN)ko=`H|q*%sS^>|Q(<0Ne53fP61uL=d&CrKV4j;lXEb+Nhri9}6 zV##WXZ?Mdg#kGi!b=Rz%5;?%p&d!eLDJBU^D07=279jj|x@>oEud1z$0oR4U_OP~M z#UN;i73{mjd}Hf6b>3N(^CkOH!Eca>WQxxMh zqz8HX_C9B(Rg{?3)YK|qm+{r-lIz&&1DC9zbEk`lkB^r>13yQp5PuJBnU!y@Q}H9t zk_NR?5sEk>GX?&a01mF!wjoF2$;a6ar$I&BIAe@BM^0ElAy2%(=!Bmb8~hw{lN{@b zW*ZY&Sjf@mamD(RH#zk{l>no#kM4{pL++k;$~B z6qQznjPk0@a?MFi{q|-EqvTLaI&Pg<^d0g!$WY>Lo!Nqsp8w2Um?OsMDPY+c33u%{ zIlqdSW8dA~+zXng#QT*UNM}9C<~_^ir#f)33Z9;xR)zFLk>hEwV)*M5qNAlYh>tvY zcClkC3DTs+lJ(S+NVF4GS5@&fm>uf<+bJ`6KWRxJk4XBA(f&f3+X*~@E7}BZ9F1(p zm*ieZ_MoMe^g@>j+Mjl#hk|r5;gr$`g>CXUnVfWhk<*7kpm~LYhU~$*t|5s6^De1? z0s(e;v{lYO+I^N%{v?}u^V}#ETfsg|TndalL<7SYR+GbLaGs(LIf@N(kBrp1KjfZ7 z1!K{J4zwI;cLdl8**M%Rzo0N$0veH{-^iq4?n1COjx&F~Fh=6+K|NvnK0oxFa70u_ z;h@f$Af`?k=4jAQr2CCvqfD@nBlTtpJi2{)ywCpf-?i(q2HK zqiCun=jIZ18w4e3G|kM+#Bm5Dr^AC)kAEWp$(mC#^XrXmIAA1>j0QMba`G5J+3wrj zS3z!xS|9QnT&AZ;tn8Rna?Ga_jyhCUP<=zB`N_|q^4 zJ_BOvo*Exa5FN}`Bqveqk_5UTfEsv~H0{#Sy>GOgDO^`jjx9g>Mc*?jDM`UgNmG+U za=~s6A$I!sYSM#=vz3ZIe*8@IOVNS!BZx!f)L|D`O1qNJ%veM7M`A@ElH97Cv$~d6Rmrrun+K0 z$dFV2i53hDOlGuf3vn61r)i4`BORoq4FP-!nKxqXN2|jl+ujQk|PX3%=->U zgV|mp#F1^qg%h&mkjgIY&X1rj8|8`|5YL#corayI8;zftJ<&0I*56N(qpKiskki{z z3`^)+()OZ3Gm3@esws%6;V{-K5aJm{5Sjxnsh-`2V}OaS21&N4+tw6{b|xyL5p>LS z;cyGr`KQ6{NPA?k=ce=KHOa9u-#%#9|1Czg z;2z1LzvQ1}i9$Hdo2pJIZRTEiFh2@9z3p)E^9=_k4nhcjikYlE&7f}A6M5aO9sU`t zVbiy_HjWN#AEx<|Zb$y94Q*baSrCxR2Cs`A|2NM{XchKAE` zkQax-CY{ySC;xZ{T!1*_=`_i3`LRJ$#{r~MDK6xY9@24AtK%GpmL_u0l0c@Lfk7Dg$2^eBy3nz) zaDog{X4H!phtbzK_Ec#%E31@9#sN84ZdsmQvbl?b)yi#J6Sk%}(lR2I zXwXn9A=30AO=%d_M`=i-oH{$MtwTuIoz6$||eK z?R`OqgN!zDfAyu8$76=gt&N%M7(GxNaNHo*gr+d{0fs1B8=LB@3c)`sTHEz;NJIjv zXp?}DeTG)9qdXj(88>~pKOqjH78lI5v}h0Mo#mqJ(rmrHU!Oy*qPHqAN=aJ{b!@@hDP_PUpGp5*M55SdI~Ci4x!2- z`DAv&#vk_JwuOX*J@?+)U@cl&9G6P)dU&aXT6V8JS#bY)yVAo_vj)`yz340T^ zkrSlDzi5L_dHPozDBU0HK6Oa$tes_CckO4wqCi>6sXGCYBEgW8g)?hhxpusA$HRN} zBn$Hw%}LW8zf_60!7x?tXG``kM}8N>f^6aW#6USt-EKmB8FGFlf~DsbiB}_AzNZ)|GN)CCi?xzxcXP<_;j6!Ay$UK3zY00DR9S!BjsCfs5~=)v zkIyc9rZ``E9>uhi6Qw`!3cn@?kKryyk?IGisa?-%`ZqR;K^(tTlDQg;kk+B?Yc-a; zk`t+^BPn*)TzNlO{A|MBxGt~X1bC1lJh0#>q2h%)$4!{gH`I9o_dN8UrK7RL^Cuz? z9qOBW^yrN;hH}>fQTh_y5=+l7o0;rW_v$7JVRLJQl+#d}*L1b7ejFtxM29*zyGP>h z&|Q;N)qViJ9D4M1#2oA!H*fZBt!w>bR51|(*Me0NQR3yDIC0{O;lCV%HE6<54vbo| z-GlVTtW{UoEDIohRCDu&0-eA{t@HGZ4wyLcRTj8aY2$kF66u|fA}bX8(u3WFWn5ac zjLou$GmOk@(}pAQi=g`#%JIW?e?Nc5Y^j1pvUghGs=LAafBwJ(cY-$~EZ;}>c;5I> zTZ>!9*53Xv(hU0ZVUd{rAy!U+;J$6N`pS@+)TAU624d_USmAFkyl|u{F-4)tV)~!z zKDqay1UG(I;+ta3Oz#Z@n(% zY7TfGmU~@=nUxnWKKXg+ef*I|1WP$t$VG5OPSw-{D0Pz;lx#A21TmYL5#{g{4zVnef< zo?h9d(52Y-giVjMvz)N-H@O3jKTw)|>o>Ej#lAMjMT2Op!`L^seA7p*X}*2Pf4V-5 zs+ckl`nmhMzH!Gak-TU^6f^a3G|c@=J7s?{71mFN=EM&iYGkxX%%Wg$y%?(<8roh| zWBYTPkBOE@auh?aHts$uym>>0yu0x2A_Qm}+%In~ajoSMF>#!x)Ty)#KOsJNV~f?j zvO=v`yOWk`p0Dh2;X-3DKb0Xaj~WA+0NEcmjhJr=zwBpwciwOL9 zndLrWD2m8ErW#Q$7M_EqaagO>UgJZ|(CBIuz@{~sPLGjJjy%}aUBB#;x zfvkop*xMFA!rFy>>MC65LK0<$X!3n3ZZ{ykh! zb)TE^`gd^6%W+sdDP?fMe0{rrMoxNv5*#K=(NfBpI!-(6)a)SXr6)Mdq+r1*lMddC zWnqsR>q>PZEo!V&M9JwjDDT|4Q56q5FRR|DyjJS-pWW%$!Nqu6PFh2rw5%wOu2gRB z{GCo}F?*Fo8Li2XqhcylLqkKd6XA<*7`Ah?Hl1gBsGgVr}{`$C}_>IjLn9uw!t6ty76W*W_MiAp7G9u_ zgZn07%fWGxhD8LR@@?aNqf7^@DN{sM&zO;;d*-g(BYNj&V5RV)g1K9QA`RoWq!RvymqJBS}!zJzGd zVI5JyPm>YMnBwaGh{M+Hg8W zB}jNY$p?TG$Z2y0KUHZ*S76rX+}6N9RkA_W3}5rc7o_XIO7i3<)!zpu3k$3*=9yH? z-wEl%8#2;QOXKelUNpX(S53T+=!8#?zNa4B^GCKg9pB+;GctEMl?=S{#X3| z$>1ECdc?S+zXKV?Fu#g-r)LvS>9@Y&Q(>~D{d>x(oZq2>1hU`9Ew1?e8&7m1cVFmH zBC72jIvXR@U=hif%GTnSJ591|Asu-FG|*h|KB)C)P{X3uhDEy{x!LaixjkrX?57K_ zAB&kvjCrD!triaBF#%H)7UM2oOn92wZr^`O|DjV6wf4i9;^qJNyNgg=a6O5c9isXb zLj!=GFhMOBJV(BNQ@(+84JM8D`s&hSw23uU@v>x8qUFt5~m9LtLVw=4BLizj||x*2whIGS^3L-K|c|n&tXE>bRor z&9bg`8BQi`O^yy3^1!To-?!geD*E}D_nf`Kb=2XSD*4Z^h}zyPMj4&5cv&(X?I0y- zMq6x0cX4@pHzwoKr4H7gE_*Yworb1@XU`Ow{#GPo_tfW3lMl;9+HKspky*;>qekr> zzHZg3Rh5;M!BD17Wf{(HFR$q002XUelBuw7mz3P%^+xa6Bb{oyogo2@O-_99lD|5mK%LiZ9UPUtgwd0tj+dMm15AX4(xmm79 zk1YUHn%I*_@6$$}?CO!wxl<=o2M1*)78blYZKm$5WO-!Vrug`N3{CSO;_cnLS5-$x zZnLWD#EB}@5~1@?hfW*3#U}MeL740;N5^i=O_Mm?Od(~Psz)b+oU+z`>I)&ciMG5X zW^G8)3^Re5;e>D+|HrI(p+MO_zSly1<>I=@$)%N?Oi3_Q%A=+$)O*IK?OrpHDcCgW z{_>e|1BkTIyLY#7b#)zkyzo&cT;6#A>8i>~$+Bh3R+VK)ag@Bjj`H^K*tBh1N9G_! zf*2$x9Dj!owJ@vGmaqg<9yA;ZsR@eh&73d2fFD|9880t7E4xe?*uC-BuQn$fJCv7| zsg4`hhi`F{2r$dmb}RpS1RCz$i_4>fYrU)J2yp-N%bPhm>Z+;|eypyIfqRQXmQ+MR zQ>?3-TR1Bq^UBH;g!~)dMVp;oI-^FJu34i^s*FB(up=F*W8CgbHmf>O=*_#hN^$mP z;(R3A3Y|b%?p|J7rwyLu<;8r6vQ3n&8RwpiF#Q<2bEhoZ7EfmUTT|0vn_2#PD_hN8 zM{S1gwH(ye#Ms=tT@h1mTwFH83AkeMo0sLTMs?Eun9VkzX%+o02gZAAF32`8FqkxW zPZDlcRyhu1ibp37*0h8Pir8SCHtx1O#=6G`?^CjR+<57)Uveby&oApCJ+&^(bg;Ic zH!ttu!##fLP%^SKOytp6dY?@2A~&eNO=?fi zdwtt4l`lPSX)tcuk|l$PVxhd^2|usi8|LMqm#(oQvoC)fX7bCAAE8&T21I#^cgG{t zDftH--WfthhCyPgGU6ecnYCpX$qvL~aj@Na*9Q+i^Q;?QtP5foGHjTu{_5;&*OF{f zy-a^^TG6z8*|IR&2~Ip-;TsUZ(jH}_<}cDbV`(KNCCTHeu}pgz4K?f)`F+&EE}U0$ zPQT#ZShSN!Afu$}aWyPCdBE6JWqJACIi`mr%+yU7D$d}w9%9#tf_FlQTO!>7o1>%U z$##i0sk`FiyLRZ%;obZ9RScl@r55)1{6b$rK_M?czYX*Q^?*wu9lcSG{{RXsy+w0sgS%1;|JaOyFe0|yQ`F%NHdWiu#(Y z+MZ6GZk(r!Np34vbP5Ov;O988^+k+=Vc+X?K0yc34{>lN*7_X)z^4r{o-JKk?slnH z?pCu?&F-4JyL+PAq)_YS%iniSAF8c=oT(hUrVVyA+N^q?7_}{Y$k?&_+L|QdZiZ%` zurO!CLG*|z{3=wQy#di|kcpfa;B97h)K>F@!!{iQgIIdUQvp|IwhMKS!W`3HelxA> zHWucHO_Vb-#kQ|qsxmAgumo7EdwO~@g{=R{>f^SW+rn=@e;!L+F#Ts;MUZpuqZPX8 zV{fPSK?*c?Bzu*$vVbGWCd5^vwU8A_wV%)x^Pi%hPrPDj`g#-Q%m zvPD|p^zYQ~yHZn!>W?4)fcA}PW{)3dm>tX^Vves^uy-fZzZNfFKDGabFH-XIAex;7 z;|4^jo4WiD4LUsRJlrW>u=7nO-iQu=XaprJ8x3e_zs$V?-PqMjtT*FDyJ^(ZL0$?HX%V>1~|EpnJJV8QF+y3RA;{BPOus(#e#D;F;8W!Ii1AB(qi z`T|_R!2S2^dznNt4}OoT%--F*^FKeNjO*TZ6Jm!Ow@_?^pqNj_>LORVC+!3xnmP+C zcw+v}hY3chwwjI}UwU1CDXSNktN6Y3^6FrXq&CchBC$I^4t%GteX;wtwmfMTU~NiB zP(i5M&UUaPQ1TEA@X#G9-@o66Z{Y}E1%2=)Qa~vtbGE-l`0Wp0bD?@in62h%&q1b~ z^Rn`Cbprz>f(JK6L3c$@lGYX?XeA+A&*!r;m?Z=@i(zshhWnF})F6d|8T`_T*+<6i z?m8fpEh0+OZe0@y3ovEo%w-AME-!vRteb4m?QnsgJW>10moLUHF6tb?Z|g_t=omXW zsWL&J{$1$+lEv1rFjwj^w%X=HDaiNh*Hzu+^<=XEhm`}Or_{db=(ciY1XoFQ%$V;b zep9-I&DMa3n0K!7imF}9Nvnq3lsk9tnnImK@7fhix!JQ2{_w%4F6oc`|bd)vvU~YIbE^ z-A-nw<=?o`mf48T35uDg*OFkE&@*~cioWuUm-3T#W)ACL^X5%Pw$F$MBhgB)+YDmb zcUuugY4ek8GuzDJP#rX=9e&`irC_#6z&I()c)utrmz<6!lCGUSXI zGqQqO#eAxy^z@ya08_cPkt&9LAsJ2AuOG`u!YGh&GJI-AW@bBU!=0<1U+fAT3ssfT z+xTk?p_@Ly_PtG0KSj;Aw$A(7q#1K}evS9Y6rG(Pea)NGwU#Lt=k|)SD9~ys`86$; zDO~F6hYSP8!q1mNw1$T#tgPzu+z`wK1)}0+bnSm$fYQzFI+rcuQXFIRAI-S!7Qu>=FQKVgQk!cf6gOe*49X zxM|a;i}s6EKY!TQRoaKE%;P-|;2*Ju*6Z^>Rn4;iCl-vr81emck5acW<6lX=c)qj1 z@6Vm0qJf5nhV-B+u&%c?>0<3D4aT&wZ|;&C6sP#{j@J%t+!q^bMH$soUOvflI&fek zq}O66Cu7V;W@cP(M?N#IwX6GUlZQ-7K5|6J;$C&H4As>ch}KEpz+g{K&P0^Vy-))d z+S=M8IJ2YJxkSS;h~LJ3`B5hx(b ze$ecDb>;<|)T3Ehdh0wqlBmtjy+(l+8q=t8<1~)cjvQXAKhoPu|h#TH18N(8I}MnMw=(1)OLMyI>a2F}#^>gt~tpM1O`zMopXqS6?*;ICiT z+5OlTFwdh!OT<9r`F*#{V^eZ>8aMdNd~OgN)JH$=X@5TInAPPyWmP5^bNPd7m3OGm zERoiX+1{)B`-)s6YUrK#=tAFK2>8{U5`FJ2(MmuviA1*l#7FO~_@=iM6@iIt&rW!p<&{}LZTjp*JXSuKHPhu@xRsYDfy(2TPo$+i z*!IHR$0v+~K>Jpq=D4d_S*nJH{a`XOC(d52XJEhy-s~6BCXaS;4}#Wp zmcWa#g&_HJN2XT?$p3D*Fs|>H#oAwg{IHlhwIhX6qG#N<+%OG~8uu2}>Z87ll*uN~ z3uML2^BXv13Qf$xH{m?6N#|s`*k`4Xwgxi)Q^i=w)}t z?CtZ4R_dx3G&pn6?;15NQt}@>=nkIMjOnzqzftJr%lcL; zPT6YW$>^rF;9?icW8K%UUyoXyPek^>GRQX7w;@0K)U95*va__bwD>sZ&UNR_?z;E( z{=qOeEsu6E{B4mViiS(B<*dkX_E1}b)$F+Y^MBfQ+NHJf4VLT`lH*q zj8Om24(^>xZn&M5>qr>ZLt}29#B}9osW%a7)?KlDlf%t&F=imv3hG!8FnP_vJ zqqeNL`%_JOdwY&a7}X~^*IQFM!N8{*Md4Nl?OP-k9(xq?0w$fdJ3swvAH@~nGC+$R zJ9g-K{@aE2>@vNJ7cW}OnbV8Y(~ipcVwJ|8JC$$VY=scKI8;SWE*Ki{H7rWTxpV$Q z`>|WTD>2+F=1gHR3`Z5tv6;}seJ$bCB4^z%mpCf zVHCyb_ke$!1b-XfQ*~BgfWLpOuZHBYU;ni)vaa`>UaIsF9OV1`o&1MOoJOj!=tGC@ zPPpZ05lFq%m)H63QEHE1jZUZEElK;-Z=uo%|0f*q8-;~Q2$~~4_6hs8)?`7+eYY{I zUL1;z9WZ)y4+aH8xcJ#)jTv1`uU|*rWY*=&%xY{;#-GUg3&FXq<#95B&};_NI>Bpbt>ZkI)w=4-RHIA)L?li|ApeU##I+vkj`ad&Jp zvbpZPwVJw%qYW*J!9-jR^hm}ct^Y($5CKU%JyA3BDTTVI<(Pe7knS`qE7z$D8oqx& zpvr?*R_@pD;J8N-avC4$C}&Ay@a1>XkKZ~nP+NySO=W}iU1-qP^RDeFfFO&F;tP+S zJUNVd+Aev+kMo~3THKQDP9Bc^xT|idyB>u@x><7RqcZmg-TKS7YHMjNz7tef(#|9p z9sw`xRAwt%0L!%r#0J9?nQ3G0Hle6LamtY4S=46tz zoiLD#f*c?ePVplSuC->2^~uKq2~x^zN0p}NHaTsVjNMZFC88wY3`w7ez5e|9b0xDI zHX#yY7AVeZe1&T!$?jzRm#Rsp=ACVWx-fpcg|V?jJQ!ZZqxUZ-oL&|lnwH|-@l(^b z4~nhRd}Y+aq~E=9^L@2hoO9%C1*Dbj_;Lz}wy@6T^X4hAD&wEF#YDZT4<9;r=+Hq< zeoaMA6#R=b%8t0~E7Kuf^a7jpa+<$dvE6jH;`T0GyGp$a)nVwjcm?FgjEoH5Gbc~4 zZx=MiT(`ywV2n{dN|5Mnma8NBqf#`1c&RezH0-Z zRYW3N+n#V9lC^8sN`m1(w1y8qi{qSCWZfyUL%83fzM_hE0@4cJX3w4;q;t}QSltK> z)Ip?AAP5&Q5_|)5Xso^e=}=p-rMnT*9g;+7{SxC#YhH@{T@*V`76>jFSFT7HP7+rZ zskl8(>lM7Bzz!vI7xie`2E&a;tIfaIpNlJ~YW5?O_A`8K|9X~OTL^|~gv~7f22HLx z(7q3?&C0xLQyZJ^e9g+wpLb9k<`oxrgE`O{Gv)@q3i)2WLU^{tXe8Mj&t&8(GB1Cd)f5$ zRJT)1Or)UkymtWfUGZ~@Qx+E&N2#|NIz7%XptqEiRN1*Doq;M_dHcywR$3!^NR*8N zm2cj>nQ{Jn0d64=I@xJ19>8&8f~m;=5mNi_EEW%kYmzp=m~qGMZ1slvz5ep$wHf*5 zAGc&(RqGVO=~sm#BQ@S4`^fW1i2eB$75(#isJX0ND;p5N)&d%LC$4#wy$xLuLxU78 z3Fa$!PEXT!5*H!GFKf5zDtF_sW%tyKsXe$oao$lg>X&}xjsh5?v(VBT*q8wRFtxUp z6Xho#IXNRkPHF6_JT%-d%&D!0_RV7sZ<6&8r{&8#_UY3HVCnVlz7#{4xbp-fQ$)(M zI9%e4f>bC*PMkV*gT0p-XiUET{_5k$_k~x=4{H6r$l;1tN792!)#yyMyA>pM0U2KG z?;F(~D9d*c5ED6K3qLvk{(U)0ho$XinTc)G=be9yDX$woVub9twXe)fP214?@&!65 zue|)%v2_pJ_2SC?%FB)zUc6B;Zgu%qY^2Pql>>w9nlezNL2~R_MsUz3-=9WzGd{3b z5x!LB3alMfgbwSb=gpt54%DQGyj@gugG0}{;a~_rqFr85QDjK-@|qN605hoLQKLsM zYSb#<_U!cO)83{sQetbF2z-LbKvgKXd9ywLH5o?2`_(31IYv~6mA@s{^XG48%!$M0 zb?qnwvnb-24xGWZwJ|FmP0`5hQ&S-=j^Nqwhy|5*2L8zonYU_{7A(O|J_Vod2o*eKr z;eOoiCrTk-Zz9#}>FXyQInsv9qv!W^Acm?tUuR3@aniiIUpA_Q|ah1Wr3(G&4=3pr3J+!q8XI< z;a+1?yUq%XP_l$`e5AhyW|yTC&a45`89O#~%a%!}SEt&h_1*4iY1s)PWfP=EH8BaQ z>^k=dHbj~We~zF~#m(X|jW0YY z&IG8tPqA8ccADYjeuO3*;WuDgcE!d%6!it@4Nk zne(GKdc^Z1WD4ChyHg7;b;EvT?CYy1DqfOv<@u6{1(*mkNJ!{rYQz>O)OV~&CRBQT z9(3__ZEYvMB$qpx=(Nhkn?ll7(|p>rF67U)>YHO?dQk#gpC^+FjA>RQX+#)n~HGf6BLGWsL$XNhqZX(I%gy zLhv2$tn@eRHOsd(@jafjJ^TxPitB_FE@}wk09hyzjthTYHTs=`q5l}3BYCMCpjJfd zv15B94oD;jG~W?e$T`rY&QCA7m9_!in?k+gKyr3+lEC&mWc$kVo+OC_o=as+n2mPA zd(1;UJGi->ZOsY9{>68;FB+(^P3GT!{}uHWyr8w~fNkOP!UtFnkInq{Hry@O;B565 zY&jY9R|=ki%~UMa-jthb#6}M%O2HmI_RNpkqTDT|@27@ySvQOS`6uM;*^vM<@8ap4 zQhpj*);8v|Pw@XP!`HeAKOV^$R~tC6EfGx;jHg!>g}26kq<=o)iI;@ncB;6BLrM13 z;lWb8JFQ;b6>fl0Ryu~0wD(U+E>#8I3y4i15}WRTiMYdEP=7g=uINig`|Ub$8Ay{~>gzW_;`5Ms>?Kil%4_nfn@6XTD3}eE zNMeDXWi3HQS^##B8%&^(larH}$n83GXgi}w+R`O*U1Xq?lnxN45M}+aQ0GC>Ww7jo zqD+k3RDhBb+y=j4YiOwYgb8tj47@!(w~$gmPE>%oiuDJmj?+|6(E=g*&6 z_V(M*L0u4+1Y0kjjjbl4?+&h{&ZGz54=f0d(Fz4;3Shw9#S1Dl_Kw_Bp3x`IDKkszJXNy{#K zY7q6U`4~t9rrP_Hv$K_Xb~2qhxqR3dVk(9BJa*hR*Yd)`cF>nu-XD6Ccj}8;w#%zg zt>yEgL^%$-AzoCkBV=iIv8YqKC(e#;wh#B*m6B59SrTw?!kp@F;g`?*sw|vwS}yF{ zIMd|PjQ;2`D>8riWU}LW8gju=>metoT1E30-5omkL1H7LqLxG8e|*71+8q+o4#Xc3 z9u8(;s_Ygr>P%w9o7b-=nVE52g+qfi)Ea!|b>7~Cwwaj{zP;dL*3SSfGVTA-JJI_z zRj#e*Wf?krIJLkzN-Qh!2hU|@9>W!OFh2IsAxm7SY8o0E?9M(y71v$9l+7;hAT~-i zEcy=$`}_h~>f@(R%fZva{=?R^qpT6x12qNd`;Z2&nPz5)w;C`}@VbN5kEEq(s;dj$ zuH$B7GVlO-c?j}gZjE54&CFIUL=rbc+iuSusQ1cjxk};eS`!mLJme!x(TuUdjQMP2 z=KSfDibMHJpc$6l`u+X=q;;3$92PFTQ(79$J^-_)>5Ec$!D8-=y-{ZB^nGxoHmSBj zm8;k3#fkE4YN~C^=X$Z);K9?UDO7?s%-0j+X2j%7c;Q4S3Oo#V!^4M6oR}cEXOPMG zrzyve+t4F$J3oIj+SCb%LMY71JbnbOJJ+vo`uOo9Qv~DwS%Pec!*F`{ZAU``dnzee zA(D~O!IF{urR3e6$j|2BlN3hc%=YusmzU?bM$yqVjdVYNmxg!-6K{^RdYl|#gB@(f z^OA?USuNL_7UhxAat)ztLDk=Fo-(}m0q!AVeg>@x-VHyfLPLlZrNGh>E8A<~fr{7X&zWORe~VBB*yS-eO2zPy z_^M{#uXf$^pHstwvphjC9~fgPhG&U=wVG(d5c*%gd`V=Q6er}YYlrtAK8RIs+um)9 zyXslfjd#tUWwereHvw9^5fsD_#TP5#_K_m;_D(+=g^Vn;Ri5h3@Nhci@4S2&Kd^g8 z+M52_+1S~pt*E3Vwoj#IWbDec=aW`!_|{d(1mtK-YDC?HdOxL^kZe5qImzh|9d!l7 zQS|d&!rEnGc0v{D{hw5hT^ZA9^k=mvd zUOV->*ihCBE^xbebmirT-uI->SGvek{{9V0>(x>JD^lQ;nPo<-mPZN^+_`N>0LfKSY=*5)u(sw zYAjVuLcc*_FL)jnBPPQEADFmtJnXnv_jXT00hXN~6HFwM-WE@3;M+j2_Y_M@m#M|u zWcUGsdZFo4!c82~vlCW)b{%ta!Pna#3V{_z7PWnI)8j|xd$=c!p&`n zs6rsAMD|CAy-9n+mb%kL{60pblmx5Wqq|cK7ReMYPj@T1>qIWn`t9qJk$`ByY^z-5`Wq{d70gHcVzl*nM^!#@8HaEzwVnA2y024s%(S*L!RN-Gz6D94x@G zNGhn?Enj~k!1cTAQ>P*%N5OnTsCcK1O|d&^KP1jq`%jQ%*ZPX;Y8R>o>{?oIjv}4$ zML1UB2<%TTr^TnIj|i@HnOa>ZxzCyCqBOS4{t=5TC={Uj!4YAYx7m%QK4wf$@{x;Q zJW$F$bL}>>HsA*{Gc%o+=IYT-bQfg>{uz%IGz32Dz`=vg3=#0#W<)(2ZuZ11!2Y1j~!-a8$nc+q>?E!X554@w{OTL z8n=-UhU;l0N`(J#xK)|G4)4-82S>Z$@HzT7?tHPI+HF&1%%gvyp3X~W zuCY+27p%S34w%kfr|vk`v)rrNu#nWTY^{mhymfP+uH$nW8yk%mE$WY*RFW35ljBPO ziU7|8hre8|dkxU02(o}=(RR!ZCvqOaMUrvhLR-oAx{Cf>92|4Pc-M)-e`z+nx>)&r zAF$Zx$D*Sb8|yi&F0`Mx;RT^@ZyT85`qQU<=p7ci6g8S(v)*5_YZw)egM)*ynfRRx z=JM`%Q%8Uez*DxBgdyj#V&GtsWs&Urj~^qch?26h6rMbJ0>QA^O#M1VhF6z)Bs~Zt zGmHSEod}wgn^Gujf)Ie=7wC&REdS1(jwJj7>^6e7e6q~nVz>85kF#0JQ{p|pg2vuG zJFmf+C(?0t;l@kxn@&5RBSlpu)46j%=7@xXCMDG!{}5n>OvdvlghhK+pK|Na*qIt_ zHPj*L_C?T`=1I>;9&OgU_UsXOlKP{XdM^()cROWP#)kDHOvmg+Ez4+{eA-S>lW0BS zK+*Z)ylhzqib}8AM;)PKLxEQxo}Py&-vVG{VY}cS(Eau)USaNOMDGK-D|-uVB2rnu zJ5Jtt7u@8zDNak5hJtN{8_qjTeMpYgC(lA3zUvh2X!8Z{YcE41gV5-Zo(f~?Cfj;37$kisc+{b zk@UPY)y%}Ur@DXlmbpBG0nIai$CG4jG-I$j1zq}Z+Va>D>}8a8)g#}D$k%jB^^74? zqQ|NGpBoG<*oAz>tBwVs3>>(Xp2iu-xlT{1%66kG>n?w=HRM^GfzJ*qS2uNU+^D*cDDM$N{AzmiWib^km*NOGYAMX{frdoW}UU_AWZy5ij3sLEH! z!T5H&m+tZY4rUR#HR>Nq?)VQ0x}O98G|a7id379Bul1BEG6J&#D$8n^mI~Tnq2U8A zw&oq~qaPD*C@%^!D}h`% z$_6{l5hH4xH^=4ndLbPlEfJLl;{3-1P7>Ui3I^-7_{SZ1olTD!wWoqn;Dq26`)yG>(PGbA_BGo| zdxdb|!k?JHp&kA(Xpjp(6b@fx3gix*kt3bY6p|IDOrLJIQ=qLz>$Om1#+xkh$7@s5^veNih z=&zLKl+Vj>k`fyiKUU=SCxQwJi7!5XeqVrPVfJb8{#L*QXT2L@3q*CmnUp@(hCj>~ zvT|&fd4NO^Ji>V?NNIv8^}RO1Iuy|FLIV8K&|uDY-Jz_%nMdk`8O`nKnSOlE2s~ad zu6TC_GK&z)P@zct{Sqh7oq$iuMahH!$2N{M- zLJu_#Z!jeVp6b+Ieij2e?^IMA#-;ph)mtw*pAm@ zAz}JD}OucaLr#AEX@yIR+vaayz}hY!CvdSd+)~ch1s)Dyirg>crxtEzHBS~R` zua4+d5Xlw1gg4_BeowBfG)y6+$!jvVb*k;{+qaETjIO2=ohh>*KhhpnfWr_usoFY7 zy!LdP*cqEYhl#4Y14vnt;Jbs+tTtePG_UZZFBR%pENMd4hNHpbH1F#A;UrG4^<&?) z`WRfO=>M0gjx*{2QbNoYe2*mIHvF(F@_iK)FdqZI^DQ88X@>J8ai1Uz6hRM=mt|IGK=w)+by(EK zjY5l||5*h`oLBiE^%J&fHMNQx)>JpgR<%DBq?c|Q99|VdRfdyEBCkfLzedkl^br8q zgyoNt7VISMJn9-wkt!7GQ;V>Dqn#|yH;+3CA-0_i0^gB7qeMH#vI@TkvYFknDXWIT z<+C)}f_Pf2>+;p^Y@0C4V`=p*H{6Xs{k+AaqlzrSdLj{S)oIff$4C{vrno2U6mpVK z4CGW)b^uS*hYjltezw3$8GgbdJUXlC`t!Agozz& zHWE(`Qi2`{Gl+iPbr>;3=(iFHtc|eJAa@D^8df2ac?Y5+AZz3Av1rSkBmf}`Xa{bh zM1mW5&O=)7O(6_O+Y$-0%+1KgU9TCRT5%{kdREP{pI^V4f~lWx?Q{4kDFg}Q2I~-0 zJ#$oL!XqQi;1X!zHyo>Bcuj4@am6bC_F>;vHJ)e;`;yyJl@~27vD;n#>XiyWN8)wu z=wGoX-k=X`moSry+{)3(hd=pru8lDOf`GX4qubVy5ES>PLk|8C{IswWp}acO_+k#e ze_{FTeJ5+}VQ@jOj(2wcr7!1(tI7y=4-$Z~`M~a>GHvL2+r&GK*9@isrf4O9-v`@C zPuA?Y=gC{)x!zkms$Y5{&=}u)tltr>DRdpth6*BZ<&JGwM%4QBfC+HkgY#NaFAM3mt-|2HzpERmza)Op4Ld zpnl1_e}7lQCGGK{L;|KG?BF_nP}Wf2z{nc(?kD=%#a87_TaVcc{dv6F-Ldmd9@2yH~&w7HE9fuwew8B zF6Wae&NfOoyBlFEgzHb!Vnkl&q=W5VfK_MJ- zL+^hzE;`dLLtXvoV16=|b2^+2>5{8y*!Us=xZja~CC1HH-K*@{O>$16!f7 zZw(F_sqq-a0v}vhUuVgYs~M^?@Ke{3pufZy|C*-aRbwZ#brWZvjWGnXqPTtBAWMH zfds6p(I75u2$W_q$9sdN+Osz+zMoOf_qdx#D|y)c9d{harEW>Ic&_HAK8 zB26N@hj#8GK-u3EBI~kvaa%x##2B&h2z?ZSFv_y$SMgr=%4Y z6&%)^=qQ4W3tmw&m_I6-${^LCUf|F+TO{+Vn}C9pn7fF;#4vi9h^9DTC&93YKOP&a zMD25y9WGjna+DVZHVq;&JFi|HMI(pMn#RvDXQkn+59c|T{gQ3j7b{e1F8RQL11mXB zNY0xO_Jk7y-N3WomIA**cWH4-rv?jpiISd@38SQF4FuB4^ytw;X0s&9LNrlrz-2Cu zCFHw(rd(qAZ!4wMlVZkJuQ_Frd>u`AB%Lj2UIpY8YA1nW{>xPAjUUfbuT5_rQ7Ims zc!Dju6fwtx#A5-5nma&sT_;u(*v#PwFf>Hc5;rVpnI@J{Tr9VnI!?U%7S^#qyV&jp;U=@hZ-_h0cYlazrAT2X=y15)%dDw zXY5X@MNbjkFz9}2Mn?TnhYpNg-S_ykgPTQr2lbYWjEqxk*%6iQxFE!1S^4CY361?< zaJ12&pn?J>YGAh~bhIl{-uFr^Gf&z3c9+Dcfz-11`LN~Mz*tXy-ocv$1F4*SnX7w9Ry5XgZ| zppUkLG2#mis0Xwu+e7}N$x8B`ug#6(?7MIv$;JvgP7(w&G@fU_f)J)Cszom2^|a#- zPS14tAMk9U*A-CV`*zz33PlKmwQq&E7dmh z^O`U5o&WDPHXMbppqugra|5?RKNq}w*$?|Bm|PHIyjr1h$5^)GJVz>x>&AqnVSw6s zQbSiu&vtj$Ayh^uByz285jy;WfZQ4+~pu5E6- zdX*C@nT1)TZMcHJMyFlm-D=>SC@N6(_`ao((pVNAzbiO@_ioN@-TnWG8yx=ZKygcM z-Rd9=9MmEnG#OJvR8ciertrm@E157bf#)tSUWT%^@qdrBI6pM>z)@}v*YWx6Ac~i?v`(UdfF*iSo>G;hD)d|b&o{?C z)#Z0bRQ`W|{wR(3l3*kp;f2Xe*bfVi#k^PUpC3x1<48#8xxpm%! zDN%T%bR*{)XG)&o7Zr3IS0bUa-2YBS*tZ7&ArV_3@!Ls;#N6$x?;+*HzH|lsbpsih zZol~U`Qq2y@hhl!t&;yD3=yOB(mUbvr|_(V=Ap&v)5Kv{T%jXCleZA#tAJU-H6?Gc zBK6;t)$Vm>3U(+G3_}Du2zJD6%%NqWlBG+QfN{BX4Uc_x|KAa49w06T5fU>FQrEBC z&wSpd{dt~Ff23ibO!#Jg&QKvHRtGDha1By(iQ zoQ#<>&-Ul^yzlz$wf6B_$2#_2Yp;LSeH_n#`@XO1I!VwLZ$iY_E^MSvYp)?iSb?7ckXNGuF!W%`wnjHG=9u*^N8QJ z^`=~9Tlq|Bg_(D=sbrOJHrXm=CKj$7&YI!vJrgxPB>t-6v&2Dzs^aJVzcUl&Gux+Y zVy4eG%(K$^?(n(wub1M{+jX22rhmQ8x<1I~`S&aE3pMM%|8QA!cjABf$aCRq#}xkc zVhf}d`1c2DE}b;`_Xk3bo30M{_a{Wzn05aBffv>P=Meu(2kM!3(zkDCZWWpE?%K64 zHK54kV^-GNeR1A-zkZpBUaq0eai7+5-piGm{A6UA&C=5H$B!ScrPi-e2^Y8)6twYx zVQ&2J8QeIE5V^?{(YrR?ZnMaXj~Bo7cN@-Lm0*Q5e5ABP;96;WM=dxVcxE zBz-JT*mltTwbbY79xLWg*4EaH0cA@U(-nE$2BI6ByT_~KPE&x!`qm^V0eI>Fw3ePqZJ7bUtoq$kkaKTpTIkU^~{OBrYi#C&kOdGnc`1!iy zKz)Zlm)99*ag4#W&Q0?8x~CWqqi;`-T&jJ|w0`}1BNLO=TefVu(weDh=H00F6vJB{ zCAH<$)vXADl4Pkz<&6~lPBA8AZZyHyV0LV!v1`K7KqGBGh>bn&9UP2OT!`S?s{u$<7Op;~8f!N%<px=#-JdJ% zKe}u8ZjH4dD;^vPSnQhG9R+2 z^$85zuy*}cpPeUyC@zZ<+~6BDa_r?-WHOIG2^6#-1zYXMsXO@>=C z_@>AI{5f*`_}c93?4O;T*YW066cG`TZz&f~cXf5;*VVD)=H|LAEl5;GN%~#g6Bg;#R#+b3VZ##GHq#|YKXTkMuPcf^e8(8~CvF;b=r%zm8 zyTSH%&8`JZ=^yDfTtQrNL2Ea#X}G*I%yzj}TdR?3QAhXX%NM%lD_5>Cva!Xbp2mF+ zKcN42VWE8O>$6AOa=jMaJf<2i3W=^kzHFb4k6BC}1=qFEt zaMGQ>zrPxtnmQi9y5Dwb!SzaG@)}`bVR4Tcp{5U(udXg=zSZi;zecrH+;&GxYb(>1 zE&gU@;T;9n*Y&mM$t^4{R;Sw--rqck4#5?48;wUV7i18mm>rXzx3C={nJ&# zT>D0Soqm>+-@AA3)a1ChxIC6-duNvBNB-1l8ye%hC_cSa(WYPTa_>EG;7giSvyrv6 z!EaMRy|ndti&N}3H?Xf26cps$vuCHYGzTp$?abnIJIj~S%F3IlcgZO!)gLUiU0hu| za4A3XyydXu{3Zt)I`5s94VmVWu;+dD?AfY>NkBtzcImm z>}yEilARws_~PYD;DyzgSVg{T=)YmdyEP@Q z;new^ioAtG&FL&@8JU@M zJRypgzP}6{?W^ADXXWST=lkKqhaIc|es}|a;Czox*q{D7{+P?(U;63@uucuPzD=|$ z`kTd9k$2N)lcc*39=uLG#k+|Xb9`*1DpF$SEd`!};^GtCcJ}u6UCU8nVY~1f?!9{z z&Dt@2!g@m^BKBZ{DZkcDc{%#4h~Cc%^LMiXPsq1dr@3ODKK-k0X}aB;{^iS;zPRIO z&Yu^sk#io7eERO)e#Ka|j)c4=HA$`CotUa;aT&f*QBk(Nm7IQFCxSSbQd3iJT%%eS zCmkWSi=cw0d}#k}GMZbM1)QF(dl5Jlbxj~>x&IdJ}N z`W9AJy8U`-n=u|n=H|Nzj^HT%{#~7X$lTmKwo*`5)&M{7<)KNiJc+6iM$4r$NzxH_ z8GX8g##hL`OYsQCFeWA@Ow#(dLv3B1=HJd^T_t3YQHNu{4fpr+UAlakR?2Dc%%!S| z3YNj4p*5bKo*hez^J9l`E~z%{1|3bM*|P_ida5+d$bBUcV~C6`R`KSh!cU*p;C+g` zp&}zOw{PFB85gmr-Aj&&#i%T-F_n3rm4!vKd;U1e=>c0>ZcLhQ8g)G0h2NU-szoBM{;Q3UylodWMpK*hHzWQmfv5J=H%oI>ovJ@<<8TmJ5YXi$jInl&cduL4dah_`w*O@I`(3K>yy=ZB?S=fn5wVS3&9(^<@4 zw{w1OAi?<3rM)9m*|}9)1Pv5ksYVHT%-H%Z9lg2!T0j8(0fX#Y_wR3x-Maha1D}_t z9+&1dR96>#i#f_ovzm;;0sYLc>9-YlX6EOqD3y^C>Tew4HQ%zb?mu?}XY&h{gTSbb z9O9I9>(&jn<*+Z#O{%+@U%h%Y(X@CY$|}{WRjYK8FVOPr+}Y9JKd0rGO4`?9tERoF zem8Fx{`j%AIo&2gFhbgMPBb($ROr&T9qYG=D8%I5zD+BC^yt|$XM70aNLWV!28oMY zHQ7`3QF1+(?D^l@OZ!tAo16J%1aSz8fg%0FID?3q3v%?y(Hl@(96SDjYpoycs8FN} zLw2699q&1n?ea(7cs@$X`Ti6W=5D*{p0`SMS6+c=UdG0*^6`*pe7v+YZ*%|t{h#;6o#&D!;XrbKkywU(3ri6wN7TGUCsK zf3<8*dslN@0#&YQR z@p|bSmzI_u9JXQ;5D-YTYEDac3y6;EZO1K{nwnBnR>pC+j8>oEDv9=MX*nNOCSx`| zy)ZjICVYWb)!p5FJ)0z1Lz@2$r0y9?nLA=WOizZhSF?f`WM)JS`RXv!(4_O?i--8(HKWDaT$8J_zsc}^tR@?6{D z#=(SiGeCGbIXRET$p%GLRV`(sRX(p??E%WW8yy{t`yAow#qy?aHbP&nF~zp;TZ{<( zy}Vh0!5>L0Qxo-=anq*NKPOKfGc+_5&`nk_Xjj#b>s-pMa13#s><{yhVqyxBT;VZX z@v$lqzp%PN&h83kg*4`RW-YvP58I{kO~c7t#q6usk^KW!mec5H6FR6%I+<7Z5s-s{ z;Sm;Q8fZu;2Dk`${5XJA9E(UWk>_Yn1`9c|LEMgaD(ly{>Ca) z;9(jY8#B6eX(l*`pMR}Eo8BC_nh!eCGgR?gfr03*ex(m61j_M6{8id^XYatC`IPwi zS#$4G+*t;3o49;;;6<68ofQ%jE1sJi5C-Fj-F6}DZ1wnZkK_3a`(0mxxeVVVO-@W; zAbbHJS~4B!m6Vilk@+ZScf-Q`Uc7k0SN!&JTTkZKuU@PgGQF5#Bg~fn%rF#KbfT@I zm+sc2eg6EJFSy~2`W_1K*SaOUD6?gdc+2?D~ z{Q29lMt5-;f{VQWi!Y3CSAtJ^mUZ0K{#uA68vW-==d?~di?QqcLMc_1mvtGX0LB-L z_f{pjPg|3wY9`mHc1&}6znIvThYufqYiNkrlYU{bv$In(Xpd#WCEBj}-Fp3REH3w9 zq_Q(XC8 z0V|f<3TB|YC#DW+hPgS`{f<5#fyzmB#xwZ#ty^t-h%nQ4-OSXK>Imcg(6x4Ub~As9 zx!y_}pkWzVSp@=r@$m5}U!HF+FYj;3IQZzW)!(2le!R?-c!L}^w4JxLHBUhB!;U@R zlJmL)RMR&wP=7&Zp0xKToFdJaS|eX)l9 z&d!1k92gZKgZOhFl;0e09BfPpiH;T=LD#9QywsGsPfbnjKHX(-vYoqjts(R}AV4Ly z^0_3I-s>yv$!7FUgFja3>+8oB{wxmWD%LjiTq7kV6|bMg`tIC^!ep~D+xaOg;3X}I zo6%l#w75@nR)8ihV_md28MqGQ1)%~Si#VX4c(H2x4S)Z)90OHy%l8{R+-62&Y8=*6 zPDjfYeSdYDJ46weu+t_&IrgLLxOrG7{)dq|rabzM^Sii)*i^Zt87iNC$qOs9GlFpw z>YruHM>`q@hGK9E(B*(k$AMqCx?2GOpYC!WC2cZnKI~9{JWq%b?m}Pn^K}ag3yI(& zSNp!L0wompUXl*lE`!$Tf7rT(=Je^)r1Hwj%3f;uC@gaDpxs2@*@^x-`gIK3<8AMh zm!F)OnaM9Hp@q(JG{p-P@ySWb>*m&T;fvqAJXzm0ChJ=I=<}@=m$0I43S=u}EvZvy)DZY5Cl#>7l z2M0Lp2DB2w_l0Ia!+g1b`$EWyaZaR-a{8PFxvkE3>W!qzPxuXS}@sC}=` z?!7pv?N?k^SBLvZzloWd(4DR9>}Bci&Sz{Q$^#UR8)P~bC0_US{g!BaRP@RZ#( zV$8pdmK z&5Cp+l$b>OZe?)^iGteN&FR*ygkSRyM+(P|#dt3-fnxh8@LYTQ*3z$x2e>7uukR9W_*3VR zHq;$|u$+a!yCX+6->X~((EybVt@;Htq{e;?^??d&M7ZG7r=vm#4>F@W-2l9!0aBKi zm-i)10Rn;F5@Y~yq65z5P#>HnTj?F*PW8 z0mgiEVq!BW_kkNXZxRlG+oI7Yhyv&A>^wV-tKMW@8M#kfN{ZgGzn1AL#2j#Q8Uq7^ zLUhNlAm{E`R9g#Qyu{k*fu17@bfIdkSm3!JimrUX-Z|vIuSy7=Ze7~`! zWq_ggqGoFcV~#U)>;kj^KaiBd%1TxIj*00X9XNNtVJ=5TMh452gR^t*<2)P-AR`@> znkmPbUn~AE)Wi%=fS%7L!vFFsey;xybHg_B+OfJ}h>NJ-*8vVECMWC2d6U;-agNKM z)w;U6eT^x5$}1}Hha9StMrS_+;JtZyd6}PfU@7wOJYy(FT^uF-S!%u8x(E5sEH0vP z|D0TR0#vS!Bhc;CBT-t^I&J5z3NH#~B#yiQwQ|>C%2@q!<4YmYLmJNF7S5L{xLtzA zHJrCvOo~qLvp?N!V)9b~h3G_U$KAC*dvEY~sZzwMT0h6s`FG_7*LX89>u3x?{H0Kc z=7~1^==oVeb@lHIOKgm1XIBmaVDwt|?d}(c)gC-}{920R!}o)=M>(??q%Pl^7Gn6- zY(g|NEiJA7jsBt(xjmczIQ(*a#y*qRe&ToDiTGj4%2<+rm45o~m_`#DH-Nvjax;e9 z?Chmx(tP3PPVeadmjYW*H1hEr6*QQFU+>8ZoL_=fgz=)_Tli6-FTj**e7#uzkk1qHSnv;t~bXnLQjtIxI?V-k^9 z$W0R_=aoB&fBnC4ancz>k7H@0B_?Hl+ItW69J4(0)68ilMMWQf|8=Oxz`@UkZTWVI zif(r3tvu%8A$?w7|KBsM+Iu6j&Wj|#^3kJR3}5$u)pXu#CQ^5>s4u^IS^V}cR&D8R zBJg7%SS+3>uBOJ6BzDDWDk`S!+YQX+LKG*qKj$-q|KfZ7I(`+DpZ{0v5Gvgg%nkCY z3#JvQ(J3k_!gu?5F?(*^x((A|SJim*&S^F44;75ew-vf8#Vz1SeBe0IdO_()a;OZa zW5dg|Mg=nhfW$BbEEhML9r~z z&!?b6e8!68|6l`BcRYCe258P(+1MZsQ9lYT z_rk)~BXE?j`2qq3{WM7Xf9@cx%9k6Dq`t5>6S(V{TJ$lwtYV$^Vh*+st8aKfdGy9U_Iqw9o@DsoaS`(CnHMvW3 zmYboX^?Uqt50?VPsZ>7Q;gHw_{PCr$zm-VHy$eYItD^z=t{bhg6#0?G7; z8Pb7sAnKEescA@f_*!5U*X28R))QF-o(u7m5)uTT$ax20jd2SItcMt?cI!=c)9Kjs zjI6Akf`Sa_2tH6x;Qs7r@A>)j%G)R?1VglNw`imS~d^}y|1tDzHaY#Pmi#9 zdvYiRFiU*Z*So9#oduAR`UFV^MA2oUkBLa~@OB`do4~yyN=d6at4d~jYz`Wv4 zgIi%RJ{8ikwG~2jf>BAee!KKm%xXmyl~3Ruc7U+Wz0HZ`Xc*iu)bE0PW)CU zrVVabgiUjX!ydf6vp!9LWYl8fDKizZTPw|gjPbtVqLN22}?SnbDZlyWG z*hL%f8@^WJkUB|9AI`GQ&#?4I^-}6%d108EJTHTBIDjQ zj{*xIuo@JOXnz31-OU$hOGomSw=?fP`C83mr35Q1uRSmS`pC2A&tu-b3tZ9g@lIjL z+b?2cJEn%3yNC7Q%({-zQ2;dv3Bg4AN*^faI!5i!z;zRNL)vu>1=^^PsHjGU=ov<8 zY4@o+D)-y26CV%&@V6x_BxO%<-oK&88sP_>9JfQV%L@**ahfXJy0jF?A=DHC9l2fC zWUE$UAs;u6_MD&MmXcxzG}l%(SoIeu=2EppxaNsC>Ea;HPe8)e&|dtySVkq!4*dG% z3uTRG*REri+i971@8wOP{DjG~X4FlqAxrD|@eKk7**Y;5RaFd-1HV>P6~j&3YwbD=lqL)dw&}2S0rp&~d2w6bgqG5j zZo}|%vPMotrA%bn@#<9#3!C;_8Lyd+bwt9)4gDPLy>uHAJKz2fp^Cg%cG|iJ`LXti zJ+8mD(|Kks4q2(j*gC?2^&)_8#dw=`RE9I!HqnVd4!)-Z4X5jl!)>NvO={P;CkIEaCWdoFK zhadc=YWi#6JQuotOhtuW#%;nUIG6!Uz;3c%Q$Rm+Go+#~IP0)}lj`}4DD4oIckbW6 zVgI?*GY@q()H>a)6EM#)jOYHCW5 zn~Mt-^3XG@E2*ikKj7R9T-)7Vw#kZNyL3LB;WBA0*AHL+)mbVYNLF7dx@)Of?g0h&mG{?U* zHz0@(@~qHK%CVoCB5wPW^5xDpbz^Vzg_dkr^*1>$UQk1-Qcm%`U{mt8bZ}4On2zp| zIkBSRV*ZJ@);7!zjv}I>g#Oq~4eHLSohIl0jG->$dGDz9f+3yNX@}^zeQa)qI-m8g zBSWCwEpnuBFmx>RSXireTCH;Zl6iaS=DzSc2DgP7yNtzfLBk;2e?AXkS4|msoy07H zC_2K}DNVFH=!q6p(O4l0_Y# z$3*oBichfY98J6DG$&;3VBkKU-MiOfsCwzQ9Qb@^+d+a7fo;%{NQ&TVWhKz%rp&9q zeSiGWp(N1HjWm5&S(cE1>k|xvH*!jXT~i3kKpW_``9STnyg1@b2q=WRn;SXlFk3hf z=>W_}JPJOpZ=oyj?=!@8;6|Vm$bl3+jg4JH@QQV7X88a!GDAd2nlvadT^mR1eNO8N>=y^wg z%Bq1$L@#}#1arxKfq0Gaz4P;@QM_(SPt@n5D}|bvL6;f-u{WsY7DlOZXMWLB5+dgO z{QaNfM8}>r!Lv9D0Dr~Gs=MelY+xo%&OjOWDH67#7&J%&9BcusTX$Pw^-stBQJ5{J znD!53+|w2U{pA)Xm{F2%qBxXwy26q~Ph>I4_MAVA)^>x~jX6WZ`mRrw7jigW#l=Y- z2vO89k8uo9ya5j*27;x|2MZQ7c#_J2?t4C_od8QfC88YaB$=$)tr|%~A!ZrSa}xAC zv;~+YYf z7*BWe=1nL;pE0?FE>?1c`4xH3{oZpD%L-ENXLR^g6maeC-HDNrk#~_g0X6Le*e78W zICexnFh%|eLX>)@d7Wl$3lKX1`EdYX)PT{!#)FWusHv&*fBcwv7o=&hocu)({oQSP zIFRJp@J(MUD*QC~NG1%;b*;DeGG8?NKP)Tnn&Mu|%yn;y-~^Lgjwx(=A~(aWBbqRB zP+ucX1cCuP7PC37rNtT_A5Wn`4fKVWiwsu48}(Q6d|@U~iix}lah1g@Lk>=yr1S6{ zc*g_-6ur|+PrUkD?PF#p8LBa_BS(%9XB&O%CjQ~!=cgxT6-o;u!ZR47IB9{(~klv;pD0*l4`>qk-CtN~2y?Bohfx=X`IbH?pSgcT6`aNov_8%Y9)P*YSZ z4E)w;k1<+S0iCDc62K*O(ycjjmzUgKJ1!y7MWR?O-FNDWV1_=YI>9fX{aqA7S_%J3 z`{8-!dv7eF0Z(<`tYy+tr6YtB<0z?Pe4FHNeM#7-h1KUtU$AMoX2Bz_4JPN zZtB3w4(pGG&xiHM4a(cm(J>+}IhW29P(*;Vhevki(Kq*R+@J=8BEcibhESnaU_+b_ z5i5X)W;$!RTnr}8x5nHr`Ky?sx>2<*{Bx#l$7(X@h;ns8$bsJPlaV1o%nKynU^#({ zEj%~9rSNPz`Sh{4MHb?Ctw%)kc_ySt565<3O!{~6+PFlMeH<0w1V zw^QK!N5*5vj)etrqb;hxJb47}TMRG`@pT%L&0GKh!>aa(h-@OM0YASrkT=PhKp!@S zNJ23X>}C!qLTOx^oSY1my4w(|cFfLewtEW_BF|wUfo$A>#(-k&j|kkGlk%iWm?Uj& zNH8pp(|k+v1Vpj{2Bx8-^M%$$*&!fsvf}}UisFOI@EcLNSEMVMD;AuA;sA4XJy9XP zJze$k}+Y0+$0`gZmz6Fef({lUI!v*bc>+JI4fbZ(#>I=hz}Q*m#>Fp zte)u)tJFU$OA0Yhai_I1d?>9gmLUwL%(aDut zxO@P5@(Xj!c9+?)T|_Lyx!rG`u9(vXqyCHt21xHJOjGo8p2LS(@k@pC=Q+IQhr|$i zvM)v>AS%k;kdRe~WDrygUE_h6&Gt>3HpN{%knBQiG*Bs$xNshBIRdK-jFPZL=qY3! z0gbPtpy%l3=H=w%EaY7*f3OO|3bDQs&?Ny+;1?kjTuk7Ihj$-{+wp|nyGPQC6GP2g zz}iS)*QcT65Goo-M#((=)`S_l=WnTMsfuD1K}GG z??#q~(%XN**e7eB$WCAi1ROxPMd$$SAhA$F)?2(=V2L&{&crE#f-=gzUgN~GcE=Z6Bp^%}V=pN2A~bsITufqa{mgzf_D zIG)kzG2QC?_3PLCr$??QBDn23A7SWq8&;OqzLz-QbC{gs?o$G=oFY7B;nY%y0S3`z z2STA32uQDICA4roD}g#-+cRev58Jen02%I!(&aqxVs6-l=rO1sFNMgj=KpU+qj*LKTpr|gf;?R3A04v1 z|AdP2;NZoLJyp?yr|*=);$kMH3aaLxR_FGTW@HJ15ij2t_z#R--gsVK@r60u)-{yc z1j9V#d4L1j6;*;LF|f-<@iF*@oyA<<@wSnWMUimqXtv4Iyp)bCtg^X=0`I0HJRz@7 zUWKg97Z}TTnS0aiF5yM^i+t0M4_iG_8|&A9EN=G<>P>c#!=GP8NHLAgYdirRA%YdS zj83A_wZg+#Xk3%&5t z*<-hA$gImB(6#aToe@fP$HW%)}$JX z7)e1*%_h(kNIlv*p_=EsykwEHqr(gjyA5jGz*jUuU~OHTCJ~-*uHQ!Z^3}l~OuKjQ z)?{1fB4cWa0YT=d2zM(z*F8ZhrBE>lX)+nK6Cyh$J?A8DNI+Y~l_Ps>PJO%-Kk~cx~NP;?X z$kemse7vh1XFUNJao7Ly{rV($a+DKx#5Y?gC7kgdBFz zp!ll0Y>bOYZD!%WzZ_I+P!y!h)^nzXbuLb6B{ zJ~b!KhFhQlN)5SM2v9#EHRAey;rhmg(5(5GcPG!RB8*zO8KIkYzU__8lcka`uaq<) z&wM`(VXFI5X>kLPs}DhcVy>^R?{1@_T&j=X1|(>QQadZ~tmao|=c?@7-q^YXLoO^R zvaP@lJ1@eDnpfq2`^HE#*2a{J-6=`6F=!qx3p2vdxe}BoBV^V=^Hy#~2_Y6Vz#Hz* z%1Rwt?)uj)o-|ngkrGegJ4uwCP-dJ*|1N; zni`coxujBn1eUfx(t!}V8W0VeoTx!pwSG7OMaLt?Bq=GmRoLW4O>XizZG>qEr3aw6 zmg_msH~Cn^j1DJ-*hjpGQuw`l*D+F>TL%!2=-|s6<54PBnU_Df25FlIayAU16F@W7X;yl`j=z9F zNu(FE=Ns1ktSpLOA@uxFfR|?g>Z6mBexL{la{Isvi$QsMAn9n~SG)v=a1@(zj3Ca~ zUcIV-gaH@9(LUAJvyvS!uwnj&Ere}Rait9(v5FwG zC}?PGMmvMpfW!$SBO?WU1Gy@4Cb%}=d-s^J)n;YAx94#IXnY39D&uHIVjFoG*kXI3 z#gLsi0MSoz1yFO&#s1QRbPPnBfrth)?K%qr;fEjjL6q@0HpqGdh#7NtqhhAG6{cy)lNf$_C|lh%H%R=W!1 zXaKIi0PiqzaRmciZQi^&A2v3|g`5)hBe6{BVjw_^6EP4VK-+Mk#Nlo*^bQovoslOy6?^XCZw= zd3dr?DsN=80|6ysSMXrSAVKaz(vwI&gpwj@-&g)odY z3otbiC0^s;;BXQF8%%V+pdi)Q_tB8@f#wlxTMgA`9aKfKRa4Sw@D>*MGbH=@roT5d zko;znUFUJAYO&qdW8Wb)OPms%xb4iSF%Se4FS1DzFiG7lcjXg`nNZP!`B!lw*J|3fbO zGje`)eif~n)2>B2r^+8C-k%oz?bfnh7Qj*#mk#Uku;W>^K7Njt;^?%+j@uvQbK7C*z{Tr{{ zQVfb#S~tq0mr#;E_Js$<3p-d;ZQpCpn4j>a|}gD>q_2Vs_rh5@~9Cd zcJx28^7&;hWN)+<)*#)s^5QFm3iGem|B7wx4u2bs|2qqS1OD&XML*{~*y?^&tNYr> zAHyA6t@$=9__BOpRo#Dey@t-Vn4OwuPgs7?u(hqVU@<@U%HkoDpKf@Z&gnNhgUVt! z6OSDT+WD-mzA0eyYnDIun>qHMn{bKYQDhSTy6f6sm0a%?)U8dvT^SwMEn^wat{NY{ z*c+@pn>@XdLOFA3H7g#JK=Ipcv`xeN{zgb26*C|Z^Sm*+$^_S?vTA}YDMx*o_HOoq|x^=ibsnA7UG%zhfiV%Jo0m8mo$T+|ba}G(!eIW9C=DLAzg{5sGl}AIXF9 zgUpTyIT&?VC9b_u5inHDyS|1< z1?r${c@*-)4AoWoHIn5-!Kb$Dx)5g6s^)mcs%Rb z4+}8JOq^M}k>g{$OXk=#KX~{B$SfjjzdM~?|tHK?U}6{3Zp^} z_CN(JwlvofSi{0%?H&&B;G!{rBe&Jp;BYSO)bXoz6OE2Qrfu6HuuBPTGc?;_puMsl zaUJ)^e`G!9E9^Ubqg#BxKbJbDgh z+3gkn01&%CD5SyKb$71P(| zpaH&l+0C?}-m|s31tg@wTh41?23s!p8qPaZSVtCRS?A9747JtM;LEr)f;-(`6#tQ7 zyOT4~rSeeNqWPj^$_Qg3-HYsOkF0ds`qrriB%F^YyvuS-v|bSGt*@B(ULILCLy{@W1HNE?jt$rURR)oWXum|IpCCDVV9j!C>4XW z(4HqQCNO-SI1aSsoN$31tefZM2^lhyS7PSp_3`h~OQO){46l3V&J+m}dY&Ct)bdyYu1xb&6J^4^%7nH^l^!0&WeaAY@hXCXTo|AQi zo0UkddW*B&V&Gy-^kQh77Z5*u^X?tSQwxyIGe~CY2ZwWu9r1(=u-Af2If>b>dk!^9 zdv>|@>gryMwEJ?{J$t&%ef%@?>8>)vr7{1RdpIA8O9X!+ojC#`8JJ@SQ7+CqHJXvJ z+V1l68p>IomnsSf$UIv-++W@89-{@3o>Pq|S9&7$U0r83io5j&Kno z0OZVSUMOWrt3rYu`?@oDaB9iv>J@y@harF;&)A_*_KL2eCqK(G|DPZK&uILQP6oP{ znVFK>2CinHqoJsUWcfq8b~ChWh}XS`*ii4&>l>BP&>f(@Uqqy+IcmP|dGJeY!a-o= z6zaS~qgjL*473eB+31@R(=86;c}oq;rK{F)+(m1OMTg0ltk+AyqCXzZj~SXjf3~TX z{b>ySfsZ@z?$f!8LpHC_)*ni{+N;V;)&lD9!S^+HWI|W%N&T)`w!Bcad;vX}^j4_f zck!5wt~alql)jQ%{5_X}JV`n2p2)k1XIwzTpGC2`&u)_~48mqY*5#b5P0pkiwtqh2 zK6>*7h*BeR?q1`M+q-I11S<|!N#Dcj@_a3~vU(Kq`R=2b@i@0SYFp!iU?%Y>*|)j& z#)8>yld!))P{^kb|DU121K!z|UfBplqeR6k#qwq=JZ8%bD-k*sF)qA;FqBE~5-HP^ zrBFQ@`U|KO`}XgzKw4p-xU{s?zWUe}GvwWLann>AoM61l8thU+@bDlINekcun~^}cxCB6(HDYgcWA430;G)IkQ3V*%@=we+f>3-8-O_CcJ)gT zXV&;V(t&;)rH*eM^_N@VZlA4m9wQwK;!%~)Dk>4gT|N5Mqm}XW0W{&qsOG(4+6E=+ zr)9$QY;q1Y=sWA@j)f(3We&VAyC^r`7?ryWRI09}l~&<`GaE2$55Xl*e@Gi12S{muzA1FnQ9{A`KetR?YlQ)8xUZMt54Btd55lpEP!BYK+u9I~EXWU%F4C z`@Z_v!g$q)y%%nblMQox)=&ZjwLk+s=K-VE8NhAL6Q~`4nQ(RDv{Jn#)C09T)RRZVh3ipfNm&Y zTSHY=f81LUY;MTLESgLojRLmA6_jHwKLAXN1wwu(WGruCY3WdLr~yR>@!n|DV41^U zVdo(Ug#$3jh_zl-SCyUZio9B*G&zpN@%RLnr|7Fld*zKX6W<6zCIx$`YI#;Jqvw$& zfw0FH7jQ9@HU@2@Lxrd`_dp$Lz2!h<$VCtoMi3J`yIr73jqj!-0pJegEsULfe0YC^ zz7xnoW9Yi=E<0dbBt(;ngV)*tu*vXsTpmK$RqaGLAmMBfYfGU_eMco&>)?)AfnpE~ z)pnb(iGp?3P}+HqKSd8E9L%q~8qU>3)F58A(6vXdL~ilBT=z|OYeg&r5uAhm(pq^k z{4zx>I)QLNYu4KJwYiT}oISxA2G3}hQtoVpO%Dn|hjq?HxO9YILXjG>tpo^VKOds` z3aaTt(aUPPPd!R4>%?P81cQN8ReK{rA0_^LW_HfO6AW>CL--TfVgS*xy;rHtbEy=y1c$2mc?@Bz)h&Q2DK7}-U zBvef8hdwkAxIl*HJED0UcAuFpx956dCZ=F*XOETgljV94Fj{)*hv{#C5cK$OwasLF ze(qXh|haOAg(Wgyk*2gn^zKQ(#e;8)7{RYu1lUw*CM+h6a;_b-a^Om5oj=!_< zmoOH*JQM6XoY5P~OX?<>ewd2p*j15%^7P0hf_%bV zjKR+4M&4p`UIl6WDuOwp*x`LLG}3)I19Wnu_zob;GP`2VhWmOez+`|{C-5pTSU11n ztTNFKvLWg;Vy`%%h@{&Pc=FiIedWt#R#`GY1GXY9S#R;u@mzxUTD=eCCg;7n?*97xxi`^pXP#Rl&R;DGVjD(@97jFez# zVIGfN5fifTZ6%XnkexdIIG%2D889y5;uF{1Rnp_-PQ5exZ;&qv+=-feY>WPVIBAmD zZ8xSzLp~(SiwnW7V?iWX%P~otYxT&le_V9E<-U_JSFDUn{Z`}~2EXI`Vc)G3*lffz z{>y66qhUA3Z2~MkMVxqGBv5k4tUNzkP~20AQuwfs=XIYt8twCT#}@OJi@g_$H}=x% zkZxl5PZurtAC3*K*( z(38&SMKW3^F%oSJEjSAXS26Nc^M_XrP|Y+o63m-~ZQt|8L&@|KpE*5BmH2&%1VqVTYLto{RSNH0jZ z9KmmdBI4l-T`GoiYNR$FkKTg|&!69A#8SRy%lW%VU-f2>SC;KhZwbW&@2yooU4dA> zQ>HaiAQGr@_RxrX2#Z4)lYk;T@o0x&&V<_a|3V4@c8Qh@8Ptw26Ua+q51gB=(!0}| ztyNHE9loCuBcjY~C)e@=T-L%=dR}X1FI0C*qD<_moKYRYHC!4f*7g82g;%K( z+A{%~SUxS6KR*KGfDa#y2U?gTQlJz{SSBhyXx7Q$kDWnt8R)F4FoH!8JxsM~KCEOv z)8T&+n}%Hh@I-8X=JS?F^hVyZOvpKm8t~q5elo#Z<^-psM(%v;NY4#s)gPU5q^>l2;eI zw1@-+CY27ZSOQly8Va>JJh(|y7l>tn^oZTA0^Qx+&376Cb08Z88e{ytn5G+~2l_rpyGXM_DPR@j6L7gj_-R zJZ(ladkMlPePoJ{w$Q&ILEQK6+sw1^k)_Em@88X5KF{!;Eq^Nsqq-_0cOsSur+G`0 z3C`jpIRv6&qucv}AJ7~QVjr{qdvpq)q1jJ^au=#2k8Su;|4z3-A*4qDag&=f8&3KCY&yTGu3mzGc!RjBxVWS@aUj7oXPJc_-gbBZm@m5?nTh#{SU?M zOcr&p%MZ?LB-R3l{a0?Kw%PqYg4v_;78Vw4@t)X|>M)WsT_21G)QG^oa8|{h6UY_N zNPb>h*Mp@}j(A3jb!%3Hjw%p78Cp2T?1R7c+UK+YT|=+|vI}r*;Y=kdwni6Q!-EK{X-T`XkHtmu({v6p$_6?tUdmYWO3uUl5~kv(EheG7=FK-2JD=yYzd-S?1TJ}i@$zwlEgNdlK!GM3?zLNHZ ziuT%dqU1yv0(>-ufXJW|!P|3?uf!||U1cYdq>4V3)ilBlY-hf>j52bGd%-WBO)7@GyjO#GN@@Soy% z6cf$fq|ryY(35Sujao$T6a=j6POCoaYb1A#qKoT}T{s&+EXGi*1851cp zUvU&O$I1TG{zkt4tGzdm>bYMU?X}nbV_)mOu619RQ~iG5@8@$2 z@8f;E-;r;xEcx=)^TeIKM_9f0(f zn_2xeQ)YdOb6G_>E|9XIs?znKMw(K3vowyM1zsva3?i|6Cp3R6=>Zk5?|f`VwCl*r%=jx@A?Ro2Pc(e|yk6{ivjcb}tPxJC@t3@LGNT z*0OJXkLS4i`nSJ&4$g3QL^E}_=Fq|$CC?bGN#{#@|2F%L6kfzlDU8rq*{dnjapu|~ zNUnb%1DpvRjt&zUybJT^2{eX#G~wI33*@!AlZQ5C`?=7HFA-6KfC@0M{K?4rUtgAA zu3Yh8MOj4C>sRJ2ebuGov*B^U9_=??a(J}qoY#_-)DVX}dh&n^HZt-4pVee-L6>Fb zFskWLr_KL)crT+;P+FOv{<|`xvV4&op*ggsvZO@b(|~yoots~fY^Ny`&95a3V!a=9 zNH0$Kdv@~81&)IT{p3z6(#H>6^hLSoJTe{}(re>=MzOg>Zw zz!1PE2I^N7TtX2orC)M~=k~Kno{X4x^OyC0Nvcu&f`2iB1GFDeoyAG{Ng2Fd(22f4J4usXuSN{4-NO(oyQwqdnZ~S+7Sd zNe2XsLeHS=FKRFV;L??2+?e;oRkY7spJ`FGPPOt}cJD2rRqy9N2VY)WpvGVJyzxJS zyZ<$FFG~B*Gxu)=YS;4{fAa1U`mH3-;Fp(tNPgDaS!%`qDyb%1?rPX*Nta%`psdb? zKEH;pu>E#e7&&Hv@EJOukNgKvj(fDUu_v=GdfQ+jcbLgxgO!n+(mm8gcPalf6v6EO z;W-S=KX(aX#r+8CM0=fMnnre>NV;x1^usRA6c~!q@t_`ZD)9|Oi~-D=msX_%0=Y2| z{{-%B!CMH_1Om06s9$`?Jk-!2|7G0TEgvPK071c9DZ6brfiL9q_j}b_weo=IWUvlY zITxC`fWrgk-rtK}swThqeCX=5sng~%w_fuzZQ66D2%3d;&heUNxo2;jaoKqiqK|PAT(1MPpEcBk&*Hsneh=-2Zg!6z3oe`o zvt3h^Sl{h#>uDeM&s>s1LGv6A1nY{^DrVm@v@0Q(Gep~RV zyHUBBSLyZ4w9YhBvE2NLQaKIwE*bo%XDM&{-We z&35HfnFPJ_$dAkeg?tP|A>6pNKW>yx^*&Iw`BX+N%Vmb$eQb+|Div%^ZD`n(oUrEo zmhQ`$hkg_S)R98(nuo>wK8_ilSox>yD|+x|b89J_To1&J)5M01s=I zAP4g61)FDGLr{)cjN*krP!eHRr6WYTsvFR){*+PQEoy#Pls^sd+PkgKU)nNG{WIMV z#F4?~@36`azq)P9?X~brZ$;ftZne@|hqg>OUv@YvX9RRJf`<^OkUom)42AxI;G}T) z=Yw$#w?zx-6CA%YUg!QRx*gN>nMS3=K?}-?0U++bqnVx>4IDVIJa=&X>#XVE?SsFA zw9ltL*NlaC|T9)uit<`~Eo6d-%+^3`Z6xRs6`?!>*YVDatI6 z@z)@J8pJ!tb`M3UNJmGfo&JDD{Cy!=GQ3DF_>=4uzgqp*ncL0RQ6Lv)YDM+mG~hSJHtIE7R@&7+V1<%>;W4VmmhY% z_vy}c@9KB2LxW#mZ}>kF^V;|!SC;nq%1XP{dNE8Slrt_ZsrptR<94$^{mMO?S6|Bv z*wgm-yaJDB$#<5{t2`ARquBVt?Y*sGcl!#@i8pS~uTyX!b<1iQf>PSrObKF1Nu*K91Qj2N| zYXR7@SN=fo&mPATN&nc zj(BAB`)R=U6br9so29fX+P$o<^?JcL{#Pf`5<>!4*RrNC>ca>Q{a0%w{E4pTA^-8G$oJ)F_(Io8p||rfDFxf z$v>5PnnC5;)ARf_4IwN3yJ1UeztmjlEkhrJJum;bZ`z;9s$kb3y&wKHS#I|*A~Nz( zDLYt|^icDqhGx7ZR7PQNY%U$8un!Potjr)FD!I4?Q*;#c2KrC0?}DZX^4trXhx5j( z;@j%lk3hWOAY{ZK8FC#OSb|)s;+J7{Usc5~jhR>3Q@gS#Ki)3RW94IPWIC*TF-ZtN z9Jq_z8BH_zTi+Qz{8xMnUZ$ z^vrs0^HM{O?3p;M$E(?E7xN1{e^^@cYpENw?%a<-c8?iohseyIh!XYf}8YQefqw= zdkczQo`Fhc5&P@SqUW^c9bk<~3oBeRwi-RByxr)58p`9&HD$>+;Db`i3RB~;QB9@i z_dTI|aXlfq_z@8x4sa)q0SeqaC_rujUOO8mnZYD%g#@Ib- zpylqCaANkIIejkFqZNYNXm-kK+RF6reU0B%G(PiJ`c3FkGPH}y@K_`W0{~~i@eHk^ zesY0$@&!NoCg;nYXl7Kothzk3W~g1|`!>@3A20;M@v&zam%0C8`{9WiZ zn6CMeTqoaVhC^g%AuTxl^$@$7->)t$Ogl?k)Q=qch^YFfXMt607RWg}4H;+wE6x*P z3Q3PB&o^vyr$g~I74fNXnI%$cnd$WG=_XWJhW!T()~*V4l9uPgu2ELAXWx8Kqf)y} zJIyw>D9BrBYUws@rm~?YSrGffJu0lJE)=G1f0`qRD`&T?YEsa1RjV`Hl4soGdfr2C zlCA1ZyZ6d=?$46Y8hxp#{;&e~gjPC9%m#keyVfGaAd2MxMZrwDxpMlMmQ18&Gc2ko z_`LNjv%X5G3HMo`3>Eg2@MC1q#2jRAP|&BXJBeQN#UH#EG@VAj-Nh%j>ALHJ>U?z_U(vsm1ugN`F{`*yY2;cxyR#^*p)GcUM zpzuKi4x%?p!B3?RaeXXQIivf}Yc+DBsq4|RXT=Ebq%+VOxHQ7-;c5I%JyTl!E0@iU z4~g|VKm24^8Y_2#YV6OimI=F%=OqnD^NrQlBjv&Gc5!g#|NfCD>5+iBj}g|lrzLY| zGAaG#|5yCoGMV2u=`ci>{W#CSP2SGu*B<@7v(t*{rJVpS*U;9N9PeDE%?GupHd_0s zqiPzCYo!mHJZxfnqBJ8|z1G(B(fwLP-)*tB*HdS`r=F&BmPX&1z9H_e+LnHY)Evhi zi?(&~X{0)0Yu%CIRwtBiKm1*t71G=BZt!xqJtb>H^xMpT%u`u6Kjz9Sk2b@9TIwJi zKsPFi1@OCMAGr9@;7ogzP*^p+%WGxDuf9T8S9ipO3Cc(ass}yjvTxkR^cCwfo2ZDl znP^dx$dnYy%E}5K%H|xXiw{R7un3K8Ji2B{u;+@%fOEJZ)32}Ujr_R?ZTa{pR(S*B zv7~))+CJp1kbT*@ZQCSUTji{1*H=i5bVx?j(J$@M^XDze7q=L-MxzbLMkGo!O%!#i z)RdIgw_&%$hAw==#%@N7LUITDq;AL=qTE}}YgX+}sfC0TUv&Pt7aRW(B@q?(1H)JM zL0jcu>4F(E+BRy`NEanjF&}*Uwmo7+=ntzHht;i9?NH?SnEdE~Q5r%PZ51Il&*QbT zYcD;~VhgIE2+qBS1+3kxSDj>6mjGAfa79`aRP!$TH?kc3Z$}H72wBxsOjvXlxiHyh zMN7<&EN6e?_nziWrlWBh-?;L_`@+Hi(%q%H%iKz5&9*#Z_s(!lJeE|%c+pp*CS=Ab zYKdAb^o#4jsyELt&{2r-qHF_$+s?^KSYJjdpZ)RU-Tu+#=={ifFn3zjc{^zq15xDUko0Nofmjrap3&hyl zNlEosqfJNMmD1!+lR{*6Ewx***W8!8=F3mbW(YcD#pmWcC=B|hD<(L0Q6TTo5>E78 z$cL`%gczMyL1wM`V$s@$VE`vj}k#!DHv^{h7EY1MEk?0nm84hDDHb?pxR{fZalIfO? zLmE}~Yf!Hjhc&aV*T{Sv0!~_O;U=9vAM5c`2Xf>F$l~^ZKttSewHQh)qx` zWy6cP#krU?d9p8D;|rs&;7{hGwN9OdV#S0#!R+RvzOezRC6+R3FONlDupj~8T}&pE zl1vN!zTSp)R@8fkakpwd&r>PueEhS&4XgGv2RqtO_hy8jyRuvO6 zR7O0nH6hYkY$E-v!c9=|o>5hP_Z=oscoIB0JGJN4T`i3p)U8t|q^^d z3d>zj96hRF`@CJoRDG(*M0l+A!>4RT|H3%T(w@~B*@C{FguRyHsHL{9ceN)XAGZ-# zfM|Fddcr1({bQFex598l!~jVmzR<(p6VXh}&705+Z^Kh2ui1k7yp4FRO0|z!Sw2LE zE>MJW+>WNSG-S0obltDEEKHX_^lL^rdYgwSwueYDH-N@(f(8b&XVC>wavtW6o$Np| zWYNo+OVNtCaOEwx-E#8e+et@L4J(?ED#nj<+*>-Zn-G>%bR1oCPp9MHu8q+R>=Tl{4q_QSVt6Y)8Cfs)3>D_6ROPZ>w0>o8Z& z6}AVE7G@nU;AieO(Fo(vpN)*{rhy<|Pj-rrbJJU>>>hU#nNfDpH(`{(PSUh?b6>o8 zabXcl@@BnMpObC}e(9rbId$r2-nmxvbaV3T34++9xpTW=^cslh5?jK}RnQ@+7)uey z107`&;O))EM7NzepD8E0Y8>0Nsh$TJ-Hbn{8Py9J=vC<+IPPS@;739IaQV1+_39}i zUvrg7JPU4|O0sLKwr$NIQ-%TS?>c|J&uCLqt2Jw4O=Bwyhhl_6H!^}+!rNqW!v+m1 zCuAju;BA9h>MD)K9hFOZGZoMPT+%&FA%w;RZ#8G zs*#2UQYsx>JB&%**|F=fQ?cm}A8tojaRRgtlNWjuTd1sKN9>Mkha*E=H~9OvYE*aM z{{2?Chc147aU-LVaT6y_{P6z0F+PiBIqfA}^&L&pSXr2H1nIXepNrMfo;(==ZA}9i zOunZU8|(f1^$SB*)Zccpot*_jgQ!)R(r%o4NN@2hE$t)=E0g&dDk{+8ccZ|DKx*@+ zIdSG#cFwS|c~(=ES+k&^BMvgUbcKS4$o*ODk z3m3hx7&B&b!+0Ac0WB;7?p|-)pa@yJ1op8N;`%G1WC)V78&F%43QAdedU_I9$DIt! zyHuRr?;krOF#!#mq7#PTY5n^3Nk;7E*K&VXpEUFI$&-ZNTAh#O5G^+vuScg@;e%&{ zxc_n$h~lDiAvau%>L6_q0>4rEQyNXYOknUK5D11ZrLuUrG{}e(Ps2vl7nvtm<)ZoE%8MHm5|}kZN4?0dn~_n? z!HZq`ZbVnM5dA3WZpBZ!xime2a1bPLlq-rc1j_6yh}$6x0UI zFflkKy*WGeZdJBUMd}Xk0cDALD1`G6Mx*WkV)US%gV%-A-ivJX7dbv?9Q}RUeL}w{ zcl+V=AIIiD__!P?T++v`Jh5_Ug6Ea!Im@|0*cJ2|37W6B$x z7n1M0AV0Sx^X3k&vcf((|L0FBJ$F6$c&;O@`KHd^l`0|)E0(jKTuCfpm7i<2sN+!A zoj8Zx=tvXMubXMFG$DIE^dB_xMLdhz1Igk?O~O3K?m*`W9c0THGa4RUFj=d`7P%gZ zfHuZlVSbJItBr-*$a>m6dye9``<&Xi+t;`Dm;8Jw)ikxVj$OT~Di8bJyLWo3-j$j3 zq)9+A_<%LeDxYCMrmFUUy)y@1^5-{KdP*jtp{VV?(os2Tc*-`__y!s{88t_h>+8JUd3sNW*dr#Mu#+h6ac1?PCfkd21`ZK?N@ak@WO7)TRk&XNX5Ssn$Bu0PJaNzyj~pXl-t=MThH@@l;;bo7 znCxkw6v8JLCr6Q|=9a8d>w7NV%iB-2b@Q^|MAr@kSRgBZlBXC@h=L|!SU+B@Ol>*r zTtvie8U=B66KxMELD(ZbaN$RZ^UZ!dPAAh#q)6jP>)XhoB;@S4$!Cza0PU78_I5@_ zC#&$ii+=>Se}%3!QH3T&NpJ3=+CEZoQdAK9?%ltCOFZyKjT(hBM{NZ$7PZbfBIHZK zmkcD(fM-cFyD4qVh@(UCZBo~0)uzoNmr8zQm!Jo(EcA-OIy$ZxeK@o?pjSlss9)D! zOI@zu{fj>DbC;|KVjgR2+Yx~erL5vxebEo5%eh5)s-&PkjaaXDqc*mDxt~CEt!w$aC$PB%7#Ibfo(sq|a|X2G8F-e|OH1GgHn6dC)3O4ZCDNytBMcTC_ zW8qGU4qoc(I8<_ANGn~RrnN`Ox&Qti`^F85uK~!E3r$s{i@^kTt{pJI5vxkBwav=| z(z^^tF#irMv$)fX!l5V$DxBTB6}PP!vUBai8^aLVMP>%VnKE1rar>ldFC1{?r~9Gy z7l!P-%>Y=T00$p~R}4Qdz0;ZKXcZEK|JJQoi1jCCD3eu@Ml!sjTKmxDa_(%HrM5z^ zTd=~1*Oo&KgEb!MxVBey`TQwUrW^%dQ5^a;p0PzDB4AJAy}bpd6;&l>+QontRk^EF z-3JBMtm0bNnQgvi%}_S~{LY-w=2`ikT)(a@!bY3W+9!FPC?4wVJ#k{w$Du|6gw(Ex zR)H5dwhZ9u;Wrw8 z$mcxy5c?A_>^LuiKe2a>UpEjSmWT&~-ZN^<_C2fSya={A=(W3bEHjzn;upJOUrVvTIe}8LRcZKth zwHXKQ26PX}4;`4GQCqx;XyQFLQm2!vrTx3YXxeqcv29TfUELh(!2P zBn`!fk7G}ms+;U8xB_ctN3FtXD2`6inPhFf2^5`%q?TfU;o{7j9W{10AhF%0I1t4+ z(MYGeR~*v6!sLJBj~^>g%NLsnPRY}IpLO`mp~tNwTv;tpj3CI*^vt9HBJveM`bPxM z__)5;cGM8ZSX+xA@{G{jldY){e5p9eiMOeIK$*#+_SYb{&30wI>{--{ zjEWXpqH#r8-F;Mmvu4dY(EUBZboZ`ZKJeBA^U&_o2O(Gy0`G?o3+E~NyENZ~j9Tu8 zU7sMU-lO(_W`#4-X0 zI*0?G=7F0R)7;@8-=IVC$T4H;^I-&aKms*-$=}0}M!TJmkhL*2H@O`Z85KhR3GL!C8yD_W&@pr#1G$u7{4cNw_pfMc zK^^f$SdRzjYarkUr)#dm7KyigIVOTnkc?4e8n}H}>W0CVC_9ee!;$2iU0h6%+ma-B z^5jOKnrvY21kf)MqJxu@AD2$VBp&*AM1YHiO70#uJTtdxXdH^#%%>7tg`+9MGt$!! zEci5V@P^_|n$gpn;5-GLtpx+*L>gjUo-@*e{J0BrhaA(%D_8y;U&uD-2?pF4tvS@t z@~{p`_sT7%WyG~Wop$ULx9Sk;{`@ITp#4V#e0+xNJPth@H8rbn7gw!Yl}tRoe?LY6 zqcUmo%UxMn_RCkSaC*JTou_vX+qY|i ziF|n(*}e+++vLUGp%=Q5tySlq>7k=@j9&K%UXeAoV_GzCUKVjXpf0j=P74=~qw?3} z@xGx4QBgU0`t)S3{k=DD4#9mi!^B2iTFdC@FiPaz{)a9)6ubQf51Lu&;^jqP>_#X5 zo8JapKqA!Klj6)KqQ&1Zt&N_&dNsdoeQykP&`i_7(c#SnhuU9XU)qfGjs+2>*Cq8y zlaq9T3p_ZJd5{}cWZ$aGv44r6e|q{@nzbFta^jS4_GJXNjZ)2oy29kg`-ksz_H89w zjm4K-bKf|8;6ix^>;TG>pz{4*RHRO}c!OJ0M+1+&jDp5@NPdcx*^Hs+<3}dl%$fR| zB7PtqB74X&Dg)>C?5OA5JjJR1{?WVUvrkM%PK_J=iSca^KN%f7>GAKqeH)AeYaScB z-Hs*Cn1tFNX<*{skdW$U!v+o-Waa31e3xsHh4C^Yp76GjH7~C!b=ur$$nfD^d-mKm zw<4^~wRFrvNj+WE)fJ>VcRCwaq*J9Xp&_C7^1&B@Rdhc(7^%Z4RR1_Du!uaMutmm> z{YJ%z{Puoq;*1#^J(f?Z7)gwf(SR5r+?vv&BG7wDq`b0dYaI`i#MH zOT0A1o1Py{_`bulrU;BGz5y1Fk@mJVe-*hFT3od#8R7{z#Dx{zZD0ecxZJNiXz51q z*%AnjARw}a=w^daZ>AMFj{c^)#!GMaL#6q-sN}1zsdeb!K?hhJ^iq!sO9FY5y)_IB zj%=wLQ^&BxZv4d>gA~a`;!<|v1eTw*07cXcJ%=>z0qJ7m@kk?btgi0&XOh(@!BFp4V$7p5P} zL%!5?gwfgp%`;Fxu=yH}?>@=DS4Xu_LEXAB^2`+Z$8X%|z@9#PgmtJ%X+)Ocbj$0_ z0k=k}c@zqW_Veb|JG!6)MS3%0LxO7uy0^_3GJ*l_+h{qc)N~zoCeKTz>g-GH_-f4r zhb|X$EZ)b@9SRI_`j~aZ!IRZ9G6#0=+ZS0!?%Eh2N@SZ`YaDAs$+g^@+V$Dfr(p!@ zONHMu<1OeDULb_7v2fTG%ZRiS))9I1C+a(MoXJQgCJdZRxl%BMXXjOw{k5Z$!6DCe z>+(1Y1=pJymie#&H-Rhey0e%V=i~fW#Id%TpXt zs=3o3O|rC9FaZE&i@V(E#!n-3n)@F#&-rkThk7O|YQ9Gco{0JUWE4)Z8972xJ7k1~ zMKhp)zOB6%H?6Apkc4_AKx!{j+em9i#?7K`Djf_>^Lwfr5%$C%Y2d~EMMd3T>+Bns zW8&{U22Y_EX=%}yV>WEwmr!_@rx}2Q;i;Twhr4?RjCj5@Dt5I`(acuO%QBPstaL8g zJ$j5>ytucImhza8?#b%`5%-UEVn(1g$VH8|AXV>c$c<_m z=_#;h2zL!Yj30{|iYwGAm5!P@j?>wv(YJ45?4sTC6W6K|29IC6cA(qrV#bVucrm2O zVIto~;K|ENGdt1kZz4JPB!@gUsRKk(#ypEBq^@DTq{Q_pU?OI+y%vRK#ZtO^0;4U- zxKVE0H$1m$d!a?@cU5US8Id<7BSTp3h*qp0Ld`&BHdA=%8?e>`uzD}3v7uEsHDhaL zS5k`mzgtEyi;nIGm^3|i-rBWmiOh{5XQi$?{YeZofB*K#ZQV%0f1L}t1=HnZ<~zr3<&+N{{+8@KdnWLkTD=AKVm zsv39c1$@W~Ue1T*Lq*FM!D)2s#Qzd2@f|yMoCyzKPg&J+pta6E@j)WQC{s$&$kWVF zvey=zlW1l4+q3%hym|AGP{m$rlW`bEsT=tMbk|G{vFTGn|MOP?BO0l_844&4<$7}% z7{4+QqU8Ow?@c0;W+|B)r%sDVlc6;tdQ4ouwAs17a(L0=*ZOToyD_ozn-aQlo(n~&r^QR$|%qKgjO-L?qHW3iLsoJ%sHxP%zi zfcmFnVEjYNQ6_+{IGZO@wc_r1=XW%Ls9n2uA~O$`v?{Cn?y>d^y9t}Cw7)TvBkdo( zc1?|Q=ylRy6A&g&OAk%nl&^h@5ev(51}m#d?yn0Op!8(#u7#j+4V0DFIkc_iZMdPw zq!C%Ik9y~)>&3h*si(vIkJ;^omQUymx(pq9uy+RF8nh070u_tTjm6MNI$aq>?8Bi# zQ1at2*VC`Lvfrn+9@0=23(&??vQ*19C*~%;dc=b)EzF#M`iw%39~V%gM~{XHIonZ- zU2x{yxfex4ic3q!%$}Xm^T^JkJtL{2quHy(7|QUHSL*jUYo-!)FlFwm)~Zf*bDOgk z-2@4^yT>hcPp5>+_--v4-nenY5)V`eAENYr{``5}L4!;g%)zIyq>v$ zOeKLuItwgDd{@VcWORFVuj*BV(7%7W>7LSh)UUTGB&NrG|>mH@Y*p(0YPyQ*tMalE+Z`p{1I89#wF`E*+kB(dP&^l z8V&LIq3xrU`rzzYogH4PojW(_Lx*w?R1h1vQtw%t5<2@{=-;Nfd)>04`0k@N z`undjc$M@GHZSF>_SIFfE2e;JXI{`}clRz}QU=nftnwB_o;1q-6LxZK~{ zgR|?9VcFNW^M$y$xZ787=a@DFNunFnfiH+H`){<0czV%f1Fw?q5H#a%& zQs__p>iAq*oHkoKHagvw3X`ayx$w&G@Y<(yv%6Ntgdf6q#+O4ZunHRE6xM$9{o)J-#t?t`rf0{hswy#3 z&IRM7?;8zn2$)bu(d%OsEeLg4$&&pKK4M07mr9Zt_$Sp(VHDOA4+`i4&#$n z*#I{FJ9nA_sNy9845f=PO`ZDnb2xI~5%r$*_l+U;`}>=1RE+ra_{fa13`ExX=PUuL zXt8+VQyc@bi3lj`;9z@v^x~2ahQ5QR7{mrS8yYsO*dE{AxIvhY;%L~@qGNTzdD~75 z(MS7fVis|XYm+1ioZ95@@YOpf3}HQ3JeuhGN19y2Oz$RE&=Bp~a@FlWuEgRRO`lsd zHBYd7ou|!=RG~NO02L$oX&Zy$TlemL-gy4%qXEt!7#f2Ix1j+B!83Js))pk6#V>I_ z77sib*syS?Z1^G9vU^@;ve4(mD87p}EN{JnYEg z_F~T|c1_n}V-qK4)Ky*90mz{-SRJm!<47XSxABL|skuTHd z>qi(Z@30wAQ2rhtXcWDyXrprs#p-RWg~b@Y<>AAJ#g!9+!g0PFA72_07fzLYDCM&gTKoeVFGz?P682M&}(APj)r$Y4Ur?&*3m)#fATi1HaDAA z=G8Om0qWP8PB#7G+{Uy$0l-s8`80+(rs!m$fvqB#lE;#AMDAs3g3#;kz`zZ_;o@wJ z@6`~m$|30V+kE%lfyXm%sOMAQzK1*1Lr?g90wzhPSre}Xl3xz|LZ(%9@g_qqs-AFz zsOsdvi3=}jvO#CBvMz*d%xRTCRcLOx>KgE$cy;4W$|I4=SGZ)%oYLRC5k?ACli=tC zM!`$v{)ABjsh&&W76=DANgVZ#Qsj zHav1Li!f`rwdF7xoU~{Si&;Bg`Jh& z8}SnXkaJ&BuCTPV-9b^3O+STO>_~VGXn=_HK96V7=d}$h-Gue#J+tg??;`hIUQdk~ z4cp55$9@vO@a0y)V`#gK&Hd3&NMhreq~%z9zB%%LH&IjypuVA50jxe&?Cjt3+@ewc(a{3Y@aN@QJxzt zb`dmcDp+GENI`cvsbb6m^|rpisJQBkJL$2oPZKQ70FJ1Nq{H4^k6j z3ysS?ys;**yJpPU^C>YkvvU12^4>th!FaiW59s1HBty$LZ+^$l1tc@P;`*35D8mgI zXU@9m*_PbGRNNP;!}jglix`hdEcVIT4a-Eo?BTJ>%)Z-(5Ypu87mL3I<2iAyp(&>w zs=qU5S#{+avGS6cJs+$#+&Z`%2WU(1O(3}v4&<@OQ6ut7`qbHX3=SHxn^m7bRwxuk zYHDf;;M^phk<2=vFxEY2UXRKP1S0J0*+v{qi@6_j2B_RTQ&^J8M}}^tj`2I)ZPzvX zm<6LDQ~9i)U*~DT0h1)z@p$3sntNT!PFTFni3;sf-#>6& zw#>&|YZPZ44fT8Vth;ybj$=5LMKssWTFsKOV$+j6BmH*3xLYmY*2TUcVfb^x@5{GE+o7EKi| zc%k273|jbCr7C0BQ(;^EF95_4USzzD!418wSV9Y}@X(=lVynR;l~xyah+usf((!Q> ze?01$iDJ${FOyqo+@o&dNCo=NLQUi)v(a3S z<7!^;f*y_$I|ceM#Uo2Yz8YoEfPnM4XVMn3CnqozZlZ}$>V4r;=b)ps3EBc&h4n-P zM@nz8_MPc$6p*{k*3j`u$@a-n7cD<_KSaTQrK}UAMNqeCqr;~#h!mIc1S(Q{*hb)C zZRnTz_`HpcU>3}PB(Q$Ve|@RDctV1VF+5J-YjYNtEn8;aZqkV7Hwv&JqWoN_|B8tu z=h3CprvWPa_wJS1IpN#IYaqOHimS$re{eF4!xE@{`#~_H6X;62MOJ2vfTg1SrW0)v zmsYCwon85^FnH0Vt0qeW<3-YsCVy`5%vza{eVA*I=;qO0v`c(Mf z80*Ziv%6rgB$u69(cRZ2QCeE-MjLAZP;TI^(>O!Bz)d>&WreD$ zDr_+)$CjC=8U8vfT^aymjT}^S@aM;_#!})^zk#X}rp!|^6$6}d&U@Xk(}-l~;q z&yr)J;3JvDXJg$&Odtm z_!JzZV0@5LUcTHgho^g(k^}?l*e_{{ClJ1CT-nNKQjzPCkUhMqi#DuRnCy zu!Wwpr%fBfV84}`+PyC;fT1vydjS>i*Fi>6I1l(SK4Lm@DHR5)IW!n%&G(X$HWBFa zxa2Rmc{Wf1Bj&q>3=WEzqO;J&rBXSv2e?HqfXg2H?$=!NR&Lwh4`5>f9Z;)w?Z&kq zDImb9)KSn^XQ!Ff&!N>8F9m5F;AieNqhC`IS7H-v}r*= zNSG+^VIs^JEjrr#q}5Xf4b0RHt{Bniv|*+R!}tVP5ky{5MIJ`&K;;^MG3R&=x{1k( zs^2RyifzRPDuXPQ^54IoF~a!_p0)zs;@POESK1Y$*D5>IbScUlA?fYo0vDGPT*z<>1y1j!1y^8U z=1qg4Lx=8;i!+cXNYD2uBk0Tml`5T)Mumjeuk~)Qtgvj`wxp*-U+$QDq>w|PR{{GHDL?_tTfdbj(SaQibdUH83?5Fvk zS+GP{i~pIC>~bmPKQWRyaPk?)Y96Bt{LMa>GfNgHA|l3vIi2|aeYy2KKI+%Z_|Q3y zj(N~-PGfPR|8r;GVeVGitsv*do&F-!kyj4TQMoO=S0OpK9}bc?8aM;(3?mhlNe~Ws zx9r&-C+1FGwoJEe`}Qr9T~9J)v-e;kSi?Ha!H< zz}Eb1Cc`ad#O>smQdXRUdF5^xN;~Ks*kwscO$`8B`^<>7psmS-92dTq0gLJTGOnLF znW=V>>mLrJDuKX`AbO4yk*4M1Tw#>5P!%!VDI#4H=8t^UXA zFL`+>)!$x(x8$wK(1W5#EJBNmi-jX1fEcxafb$F+(wP;r%jhFe0HZh|H~_n36J4!r zx80r7T%}@gXQOH-&vGiJA{a{2!!Q~Ws1~4j#?{*Z`l{Al?rdxPrv~aP$)|t%PIfWS zWUi$k%qWR-F;(He$g`BFry8fEy8Q<#@@tO~w0z(nq&XLZEHTO3RF6n?jPPwf{yy=a zj9>yC3_E9Pe8tWjiT{CDKnkRVmsP0eX>|_0>@0O%R-*5~jBVACLtoG8d6B0?rG9Ps z$40oOErSaOcLMaU6%PZisIuE{XF~V8$6rHiQAsF!At52X?+-d{6+T_NgLm($nO43v znfLFHTlNQckm{7C$rmJ3P&9y@t3x7=008-%ax$yTR5WK}2rNtpnQYB4vW6jdi&i`< zKYtsuI(vi%&0opber|>878B^P_;)(4ZL@o<-|CDt^|AI4$Vx>`tpSq)c|kytT7snl z%VD5p4;#Q8$z=JcP{E|zL>FqLRMytZcaN>3v4N_Uslbf(#YGj$S8R3&-;?)6``@d= z4kSyFkeH|>-8SX`8U_98RIiZQsPUS#hJLB{6Ps;HZ85aYp^KHmrrAB&YtCz8qs&UU zJmS`ee11KGGhces!-wX=Z-aHzH*#>YtNASG_?E}}U|Rm<X5IJnAMB{~lf(NWn8o|vMj1MMmJ#x2TX@Ww+0-*vIM2mQ{ zc#`VKo4teW9>h2hz%YsiBB=%E1mSI#M*!KnCz3&re!<#b(0e$B*@vyc=>hJUoo4DFaar^5H4p zlUCtp{`%_>0l*pD@!^D3fC-vG4|??KwVe@a%DsF3fQaMiZB2d*sf-E>%MLG!&s}_q z9U(YIR^gQawo9q!!*AR;%!J8LZN;BrJYKo-&7ZlcioxtXhmE{LVEQ@p08LEDq$41W z9;ftPwUp+T0rDhBV~sDxx)*D_e)HxT%TeqNOP0GR+$bu*JYClqAr3D9(U1FXhf z2&oCTo=-N3gcZ#w0ia+T(@DSBSy`RUsDS^DTN_0DWfNxDuz>^j0eMc(oTA;TU8zAt zW)9rI-)XPE!0iY*D z%m zgo~l*f3S&kt3FymQ()_3!nohe*I!o31QnoMP6j}m{khxS=Ljh<^q}mj4UOW-^XHD| z?~(Y5InLD)daH|G*q>x8Or$WTe1Rvd{`1lSmo1d+%Q1 zM?*WALm9*E_hIXWGX;tHDIc4ko=q#6#CpT6m%30_(&N328b`5x2AfsGVqTL|^Sb!x z*MtXMV#&90rb_d&?r!`7mSTx2!bSRn3fy;xkvo`y_Nu@_w{Jt0)L= z=WhDu=~^ADTZOSjBRo8wRlyrtU@OpjOr4$gy0W%Hjm}c1F)v?_?UdhCk$LQBOqo1+ z6iZ+yNP7G0`uaN))TM`GlwA-jduAq?P!h{@>@!*z#_c>DpBfRv(v(E=&t z!SHtacUs$tCu2prKe%fx*d&&@mMlOmczaf=ZEuR-Mw>{jed9(mHR(#N!MYxmA<>r|>knVQPGBw=VOrBfS-IQz z@#Dvtn>&Tw$$dbe>dMo&6;(`@N@sYEtz}Fj||&K0m?nx;%}p6Ud_t>E+To! zx%URc! zqE<|Jnm9i!GEy08G1KCs6vhdTsr|UFLKkPkR!~B{1OKcwocS|n&IraY>_sx=jy=l1 zOBakO`PK4IKgA>0)zkBXZ$K4TFRS=nB+NH{j^Mux>^Q-mf{X=pJ$^V-o3CGE1q7uc^97#fGSa(vz8cA@_pcV7 z20#W}v-Q+Ws_~9YTtVeu&)(4Y0m}m5F*Mo*Zz%s|KY%X(4yyedpyfkZ5k&*pv^R}4 z@dFfV^KF1%v{_c@cKd|i!6oy})ji$As8q?lBTWD|15CA#0rrvAz%MXlZwk+31p-eb z8o<*LV7n1P6x^VW=^t)2dnODi9i3a0>^48X0ds={-%G8j`Ss06>&x$ES!E?|@3I@d z>d_&qM{&I@1gU^#^}h5 z@NSP1E{2!&?6~K{X5BpvwHKWQ@cgSJ!RxF~RB~=-uT`sWG+R~r`-WX%X@1qh zXMeQ{kJ=X;`~XB|thM$2Ot%-eXQnmn&?l&8R_W>ewSQMv`!zRiP@Jg-!M0(;hS1Z@ z^P8NR-I=nHTc68D%;y!uxcKE{YrujJC>3?30g8In-g3@~K8Ci1@!D5Z-cLN4(ewJO zKJgnr9zA+=_IMYNTRCii5(q-J9CBnLJI)hed$FCI4GvphT}x{d6IALHccgJJSyduT zp}et^LXhL2lHAq)kfIH$c=PjL*sJciTpMn(i}~lLb{lwewf^E#Jk6e z?}(n%cJ3WM2FAG;;K97r29#=4P1A-)ob5jBNYl94eUDV~c>QONoz#l54nn{w0Eu8H zovmVd&0+kJU&~on?Xqp-B{6TK+FvYOG)}+G`*u7QURZGE06DEAJQz86l$H3#z2<%gN5%|9pgnu`w9Y&f;p^vj<&y$=4#zv zQU8=j4*HKo)4EF&^U+@ZTLs^5i&OLoodi@1Umv%>d6=(LRgWCxxv;|AQR# z_q2Z_N_X~+dNqFP)O~|g2j*P`Pws>{mQVX>QLiGZuFqb&MW>;v?O0sXpw8ClpuxA5TW{vv-GvT2O$o$OR_6Fm>^gC8xr}w=in| zdg!mR$ZuP%jNXz|OY;5BYn^^HZvegboAMjH5#;rD(Y!D-JwJ7td)#bP2)FV$wX{sv z?qFpC$ns>jm|3X)%X$SgqBk|`ehy0g+0In$Pja~G4EE}tehd|JwgDDd!MY!%u{X95EM zp2}}7AO&;i=;a^BaSmp%l~~VrJ>AaNSS|pFZNItqTYUww&QV-msPeOu-QwJ3-`))! zHhlP%igLJ>vXmG*>rHk6Lu@I{m~5jVG!8|{mQZ~XsJK|$(9qEt7omR8aNS?lwzZra zMlm?q10*YU3qDT!3iWSiFMGnSI@})3gMIESK3Y?<+5hJK!9HS~jBwT#gly4+7{!~S zbo&6IZ63I~OXkfZe9p*TMWJ$z>~=XOri9pvOQmYTs^Pr&>Ah6>XD+uGIeL;i2cvdI)Wp-ztsQ@Q7%Yhiw)3vq z$26-Qs^1Me2(x1 zf@qM~&Q3y?Qwn;3f61{&CXNBXcoKIhWl4-1N}BZW;~{7AbKLbitr*r3M0ZGsrd(gM z@#AlQU3L6be)QX~%>Lb&RFGMzQnW&T>X z*jZj?;kmi<=uPj!cok(A>@FI!maV0yw^uqm7?%$^jPjpp-eP*ybh}3C1f6b!2B{u@ z%HWmN*ua-Bt&wNB83(cr+8ZE8DA*}*oou{m^g zk&cE&t!?&vi%#G0FreloP~u>7d{V?JpI^PH%qTj8%BaPWXvfP#k;Yd(OHi z`=@gVjG~<_N?i8eH2kg&)Lfqy@bij7TpN_2=L754XGZ7aJ(!QuoYTMF=u1jkzY4=| zsrT#g-oOV~_zR$kCY$QE+wsg{?4NJ#AM6Z$UcvEORGPmerakYUAP@1Yy{v$IU4^{6 zC?32;etETJP_v>7qt%zI^&^qfmmw zm93my5Pa_Y;vH41U%L#7Pirm5x7CY;JxfY*Hh%S^u&)SVG*E#^VcP#ObZjL#< zvu$l9aL89VYI2OJc{6K*!z`W)$On>GXM5P`s~5em4xIMSDSujnF^?awL{>x~mb_*ih)P8t-FI%Q zF59$O0h=s&Cc=b{n;muJ_1da$+7W5@Df+K`*jL!E`-??w%sDF;!@Y{eQ7hbz)Z#5=s zz_tHG$HN3uIMyUarOR$hc9?dxj%dwc%TuraSZJdrP@%IH53z156Ci~<@4;BRmhrL8Kqpgzbm9ucRs>K%?tGue~N)W zg{9;I!Zma6`YS?X-cDXAoIK6|P#6hXZN%f$*2a}?Tc`C`tIDA321HbsF)rMNVt0>T zO6Y#@{#&+hzc#;qk3aXqPp$dkiQS<&fBxwKb`|&5phK5C9gQC+v{Mi+>7_pZ{M-9+ z#^Wffx6c~=>p>XJ)m6j1wb_zVUBBk557g9txGnslsDOcrfCz{v79e4OK?nw=f;0vpBBBB!C5?fg2nrG^B?3y9NSCM} zp>#=0N|$u}bFufn_uM+;zxO})KVzJGzp>p6KECgbwVw4nbIxb3_p!n`skL-l=qMD* zS{dn+iWCZUJcY7Mon|H8xzok51wW`wC1sRp@Uo@3>Vn^CZ%b>KQYiE~S)h z`H+0gE053Ts>kmNrS^Z1k_WORuMU(1g>Oi=9Eu%O5W5l9)Uqg4Q&SV4kZ|5|GaVDJI)$B`{ZiVU zQ%%9^H*BENCUe=NCC9ZftI|Y6Lu0+`R~lN{h+i&ZY*DH)dDT&BnD^j8g(|+idugvE zq*ev(ReBeG?2AK5#;!+AO--Ckz6+&B9@67KhH57}i}`a-{^_k2v>Lr??ksuoBsHZ> z)slh$QU1fHnMt#J`2)+NsuQO!RAwtID$&u=3EZsVO-)PtR9~;r)OLN1rKM$RMh1^} zMtb_f*r)LFjBNg*ql3e3pNF>munCEadsZGIrJMhh<*<40CVzkbD)x;VHrRD6McoYZ zjjHhSV;np*_w#}{{Me6Kw6=YA-n{>+OZtiOJ%fXTF9mfUrGK7Mt4Qj6uwOz#0>7_R zjnj1Fu%D7>YFoddT*_UJ=CMmp2opQI+rs>8h{S`H0s;b#j~~-sx_mjopmLY@fS%mF zCr_TNXJMhWv9am-{d+HON`~F65UyzXv17+JZ{B>I+xzY142zeCZq^(tuo~@E}6r_{;dgaO$N@hLBjjvA_hyVO>^7dvNA0OZ5E!)=F=`=q(8TC{uxuDdQ znP0%<*GcsY7bNB7=`AcQrUo;HWV75`>}S_5U%AH7$!P_?rI2ED`L2zP?(D>Xtl={b z@pTRk4pp(2S<}R|z*-C0)UDAl#*eKlXzwCtSn@+2v_pB}7g>*`vmtE>C+)hnHE z&pGeTO__w{hwir+__-oM{V7h`ia?|@@BR_+;NCqdUS8f|1O?sXUYcbXoz|WnMAq`E zNR`!}o#_iOCMwAeb5nxv&b+$6>+I{?++51LckgC-)x@97gid{~@F z{r2mQg~jPxw|Ga##^kcjZQuUZVVOR%X}OePRrvYq&6!6Uo0`tQKgTX&JGFjfWCSrw z!*@CT;kR$n-UZXs(`{cKGmwc73gWm?6HQAwZ1RgbGb_vE#f#;_!opLtv+ZA9nGZWG zh#>b082(I>Ex0@0bKY#=Cu5vu)_r{ImZ71^%(wwo*5}H~4^{25d>R|6sl>#@q~+zM z3f$S-+S`{K8X7jHo3ECUk?CnnJAk#-+SYb2GgE~3a{8uq>(=!&q{L;?OG!ylazmt^ z2^cjVPEAeCZD?Ta>gq~0?Or$0U%y;SODpo;$< zcLzD-*J?Sq&CS_{)r;P&js423WlQz=o6kRfteYHaDR|7VJN`yBH#If&w}x1) zoUJ=fKXuH`7PFolbes9p*FM@=JT+3lk)U6?mF<|tnm>KD{Fc#L*|v|9k`9ukl%JnZ zXD%cpL_<%ncJv*l*_COZq=W=jq)OB-eytDJ)@D!rTD_Ttg>&0B3RdXJD_6F6efM(~ zwVBwqZ{J!h#L)>B78VjHfuc5##O!9?7*xJXz1_A<$f(gJHT5u?$ldiA;PXcpaU}`H zEn?$+we(xJZk3jn&i(b(b)@yv^6|kYRwS36`VYHLyR(rCyY(}P_SsfZNn2anwD$8A z-aKmYSH9ATSdCJDyjgo15v_CcW>nRW(o%XY`{|w8iwickW8Z~e3L9^wv|?gu)~q>s z{`>|Z(pB>6LG0y>yrw4hAiD{cAAzE-817cg=3$$O zXvrXNc4ii4X6Ctx2IIrlMMOk8a)Lx{RM#U4gMxyJ#yUDWzAYZ(;gQ2TlG4&H zMae5xtl*B@$@PT2lF)gHQuq^n*eIFm6vN$bq z@7mGi&`>UNi9rqvR!%=x-`|F*S-ssu`lW!*{Y+k5R2gRF%$YL}ah$zL9EWarkzv@d z5eXlAwL<+Agl$yLtQzii?+S{Mxl^POv(*r2L&ORw4fSaaoh(MuUx9Ca`TBM5SA}wuy?cd(k}Kj^kxOTDcRobSoLBld`Sj%WPvPf7 zhI^}drZ>J#`R;#&0mVaYPs0a&l99_ZEREN&9ai}LGTppS^=LNo*)J?-lJ>0s^oA)2 zBMcATs*6{&QThG*cLcBSp+nw_mR9q>dwRk%nNXu1K76=s_wH556taI1l%$lz#>Qrr zG&Ztj*-W0+)ZEIamCehq_3;Md6IWM3yBV{C1{EhG;yk;_TbfzcPGNGsZ&5Ai21G3FJI%v)D0Mw&7#&x z74}y@=$AeU4i3&-JKSZSZT5TPQL`RLV3xf}^lR2UjEdqRH3T6Uwwb^a;Fam2qeqW! z7SN_pOB^3+&MJ>k+HHkpAgQ3Rp3;g-U`)?{edy+u=1i-@mV<0013J@lTxrR+yKQFn z1<8b5X_(DvDXCSM(o-LAR128(DDbMs6PR+_)YRs^UDBg9EcdZ4_j)-wJAbaL+k7$k zmIuGDh-udv&lfMsa~vF~SFYqv5*8GcxO?|7%3*?O_qpl26i19-5sQLxPC>O!*&7Mj zxZqn3LaSD-3Y*pIDGR1FKXp2zR}jWkZzD0$ylwk-MP@!uuI+E1{rv7HENI*;!gkb* zCdH^Juh^HLv3Ce7%j~H%m*TY9(fUAT6ri}osjD_hX=!PDs~>;8g1XiE^W)9ViOOh= z1BVYE*2esO`|;y+keFR-Z|@T!!=J~udng}`9qTUDU6`AeK6fr3v+6ZbaQ=`HsSxuY zWj*%|6c-kH_^Mpvt*or1I-c#{Z|E@phZ(bN^1CAJPEhCsDglL2?h?uUSRvONlJ_Bj zM=R{MX;R*ow*Sx}r;v~xii(Q2M}D13x?cXaWP(EKEoSTLwQJm52Pol}RQJerd^Bph z5OL0D4j9wI%9n<6{b$nN*FuKei%ozu&CSg{bqPDLs-FA!JVH`^V>#4JS5W`+=M^Au z8aleXP?;A5pJ0@7DwXDxn-)jdvwTmM3}@2Ln|Ju@+|8jH~7 z>lJ@7yDcUrCfo%v9lUX#NgrG0OhZ#s)ir(m{8oEND+edoj`wV!Xk!w?k~cg)$@u!- zPPtew;nf3xxio9nI-#;n3^qj_{BU+6Jxg@QnbWF#8T#A}*`c1Z*9*VpCq*Bv?~k+8 zyL$B@@To2kjPf-%0=~UeMw|$BzG2 zQ##{V*Z0pz#v7QJR)bcuCy#GGPtYC5=0fOJokFnvwePQ;0Jf&PhIW2`bzl{SiqSnHTK%4|uErfJe{KXb z^82^q;s?ROZ7oORZXFm-46Lw3L=sd}9jS7{)>fqC`*)RmY6>DtC5>8f;_69_WA#B{ zS%JnWwVM)06uqaQF`RH-_Z58Re8}mw6kbcHZs=@UG=A2es8=k2DoOVz=KXu; z_;>-phqj4<1}v-7W@ZNou8NN4MfFiTs(E${W3t1BKRmtkv5U)sOyhDeQ?UzbahguZ zQi}`o-o5T@M-+cAAkk4Mbt%RzE$(MeC!gH2cdtxDEM~qlP@1tkUgyNaM~{ACj>A=B zwxIU!i>s`t@SKb*LJ{Efmi6{j%gu1}<7Pi<=D3Z9af_TrL!|UUB>eTqf6IJZMZfip z)U&O3M}Doa7;Jo;@5UN+Yxl*-@Lu!c@83_MP>%ok(^$ulV8|gJW;)OOW%RFGNbQOS*OI7Amh|#Wqe( zD)EIW-LTod>L_MFp9Gspqc8dS+|@b7CDB+$dCkpR3kwVBWOh;16RxZPlGY3k69u{F z7S^!`F~YKZ6BozN4>-4+a#deHs=pWv2w*C2C}%NNA={|w=-f6~Hls zta{Imda)G)&Y#%sp^ZwPdZ+V=Vgm?VXlST%Pv*eSj}P44-HXoljE#+vBHNg1vixRE z^gU;1sfc;%6)S+?w5LZqWo^9928prD2Z?#7P*H&W>KYn$96F?8uwwwEeH#E2aNBKj z^O!Po%V~>opr&ogGs-vF17B+SVOl~g~Up$HA z7N$G(`+d;!SFa)zn6_?p-z^`gjfygAf(3a9DeWQ1IVU%_te#fR;zEXP>3fto?xq6D zaDV*)5u1rM8y{1nNRHl#P<}#i%TfCXWjcxVvUc)W#@_6{p7yf?!j#BK&K=vg&+Im# z-Z#I!(g9zXgb?%eFfP#PNtE6Ckha zwXy7|fF^BuE7-(rrvfI}FQgc;XJ%%Wp-fIqPY3IKe)O%R9;*DLmEn;L1qUiOA6F)>lu=n?zIjmvm=c+@pCbP7FpPK_4x zw{>(p#MprwFDIe_G?TJW8HN%+VfnVYmoGQpwX)L5b)+Kv8drjXyK@d-f`k$~ysbH4F$6x!t1^P%)Lw8r#6$C|DO$}Iiw5{<+#15PD zI`%v)o%rkJ+t0id2+k8U8)|0f!9 zt1aDP;7MJbI-!nOKnN9}DIQCWtF^J0ag=o=81RL%+FEDut+~g~7atZqm6I_rFc8?k z-?Q`=Xul%sJ>-cU7U2D#Dl3%)4jdrj#6w_ATBLoDLr+2#TwG|JCZL3Y6!Cp1^%FLx z3pwq!5m|*AieNC}SQ5IB(-G6IOjCa>oK0Y?)H`I(8{tm_sDo%y?WKlX3(>CGdue}pi-KdnHfoB ziKQ=sy>maanHi559!P1Si@BJ>gmu0GR4N#7UlRP@2@rq|1cI4bV*MRcQzuLq2?H`f z7z!tHy-+D65$uXN0II$McZaouu}lg1#C-4^bpQJGYhG1^lGDnyTWCO0f6qts&X2^# zwYjkh6WR#MlR1|9?NW~YWsF#!%Z43AS*IanO`heVxpCpCJb{GwApGeV7(9mJ=9Rvi zvAjSV+@EIk>d%EQcDI2$4c;apS|GaAY>)+){e=8Na>Mk3_(={wuu^R(oISO1952*x zxDAI%`FH8r2Teip!?o|)H*dNwE==b1u5<3;NYVbZjHo1psPy;uSFx{yNWIjESWMa} z=d(>%IHl17w`@DgywtUr+9XM2x5kPvIVdBSud#YaV-`yO?oj-7rlpR?K{kEu^WHX7 z!<-v8Zbba8#VDIQpTPa$wRneLEBmCXDihQ^kw z^~vXTiU`@e=Iq*PcK4s`>Q)rZkjyIfM;Ank?H)B&rfp^wVZubKS{@FinmQ8f62y=j zGnR5&`zzJ-zJ{WIs<+)~<8bN+W<^sHQ% zwDVf9`_jA4@vqx+aS7-B*SbMNY&RIxAHU~m|>cHZi>^+6R&nvY2dF~?g(?4(9uBd(W zDm8R=b7zUa=7WPlJyb|7_L2nh7#T|sSzmswYa5rEQ_?4Jup2x4tUh8c2m$|IzJ5a% zDYt+kCKh{0TzIU+pjE~GJzkcZmyU|q3r>A}Y$~@b_z{Mt=xhSrkJFzesAgy6xC|Mq6+z5<<)ylPNSKjyUXGt4^yyp9G?OS;G`RT>K z%sDpBT{3r8?@dP=i(B;|$r6_e=~oG&~*%K$WT%(tF>?(Iz$?zY2+H=jR$J}jBx z@ySJPWj$AS_tV#}?|J+7?Rqx0Xl4G5k2}QwxdfvA6lC*&ehTkfPDnAYy5IZ*`Qc zAr6Gr8_8b%bqULV{P;o0MyTRm9PZ&U%faxc(}pOtV3{i@$enw>TpCS>(pK@ZIKK

      &jK2Sy4#@I&t=q9wM0o<5Zc81fwQ|3BGgagOX`zZir&d@tKK}rySWjri$wO2r zRDG>Qo_I-D6xf^bJAX#eiK-()P}2*rI-rYN=?G(q)YQ}vldKQUU5F!93W&gsO@ceX z+>Qe{3*o&1cm>uuY=S(|(komvbAsSEjt?F00-gapyUjMWDved>sy&W&I1@r3W*!VN zI{+yY%uvxEPackaiCx$iBr&N8sgMgTW9AzDYKoT$DNLtNha%IODO5aR4LxO1q3Q#nvepR`jia0tz4Z6q3$sD zgfQVOUzR#IdL5DfI}6YoeP_Hv%sRh^ToXDzsbPa>=+fCI|F8DWJgn!u?fYd5V=`mQ z(uicqQYvlstP_!;qJ^RqN>q~+E!ON&+O(Omw@D!>%GM&4tzDv(LMkLu_v_=Dxt{BO zp5uP5=b!ue>z?D7p7&>e z@1OijuK!1F{-4g?f7J>Vx$?!X|CK5?MQgrG8o-bMVE^Unu7PhXd zU_=6jp1LPG-MaA~uAEVHO*p;h+i-`E3c3I5_QW&gzYiTN@@Pei+yg zmHRsM=IheOmi=-|@@*69iVZK&a`{dw6#dX6uE?_F_jP_gTUysG^wH6Y&b}TnRMbj0 zj(cAd{KkKCzj$mAJ#90Gd;MP{(S{+4FfcS+i-~P%K3e)ZlrCdQjhh5>Q+Z^H64nnz z6(t>CE_U2!*!8iHI2agInYUM)H!-lNX`Dc;qVsRxSP2AvR_*i;l|hV&o5YF9@W|gu z!6@@@8_2T9kT`@o-dA+R1jXrrN`~E)i?Chi!reA_G>4R1QG5KYEr1KJA?_NAGAR8@ z-qdD2p&npPUk!<*d%GZqf~UGVdY~V$K@5;{#GM9a)$wJE*Ds|+DRCeDy*cwE0oN7F z12uArUieh)z?EB!eXVf%d(FTo@WBr!*6mT>lK`U&YIGMvA#`+wlt(0H%%C%Wae4OW z+9x_$BK9^@7oLW!()IOme`DF&6qp(+CAWQ|;I{oNTmGUQ-c4W0BlLQ^hP?N0am2b_ z7ky7tx{1yysL2nFm4fc`?aeuYi4{eH)ZGdrNrVE3)m=>NbGy1t?yD`phr$mF{7qv|Oj!*QTmx z2walTswB{p4u#(_-EJf#4r$>p2Ce8C4;VZi7^oSQNXgasF@{&7EcSU$MB>#?WepAw zb)>3yNDW;VZ_NYJuGlw1w68U{#eFsZx;95S;l=Z_F2DcM7(C)}^R@8OH@qfZF@I4D zdlqfj6yp)K=j_XG0#@-I&c?>Z8sEUmr19g*w`Favwze%C^NqPh)ORA67MeLN61`6b zVV$FFXM8)OUmNG)z44>7xS_wH9x8s5zVDv?gxs*o6EmI!_m(#8{x`Xxx#?@E(TdAA zZiFOC+sAf%EZKM?!}_0+p{;pW_!Sb#VCZ4MAKvl)uWu6dfqw#IuhehPwG*cKsr(`icLiSTv8 zP-ImHnA)$82IBn1AiSpM<7)+n;7S8F9*{BW2D3J9w3@=xOXy)a6|Qut22ANwb^9sE zeS0;(xj4^514>}qbGLfsZM!$oB@{}+K~uMG_G?eQ$`XvW_uez~kpCv&CEIY*PfFaQ z@6s@&-ZnI>1e=M*_!y0wNdWZBaTim3dC}9I8LFcKUnB~BbjPDzN2dX0gmNo>^UK@l z+O;9$1(^oZRaE63d-F@3tow&Y+MkLno2!*QwV5B=aI@t`!&&!$akAFtFGsPG@#l;?NWf-DJD|)>G zpYfxQ=`fA5^#PKK7je0n!(650H}Tu6M#yD#l`%W&`K{1%W4st~62*l5_19-b7e(}K zaMW+6qvoD`b+E`nZ>0YpAVx?_)o*~{-=un|5U|u zyZ8L}D6#tMQ98w5t2jWsQKvtw&wHSXY1G@gl~8?5miW^F)uay01K0+Fh3y>PiX*l* z%}a7UGNQ3#$2KWfKuiI)qBjgY7&GkF~#_xbBihw?c7|5Mfvi zy$)j$BSnO+KEA98>TOfP-#M4LuHc1ANeV*hhI6bcnl|j}uVs}WKpiDA;|5z>r*9t% zYlZ$|LgF)Ds6x#t@BEjq3T8;mn!_(z(ofJ6z|v`>6DqKu*3dh$cBotInfVeubDcYF zRgUeOw#^~z#hsbNL*}2Xu$S|WK9T=zjr#O3B9nGN;_90LQc_2lPe!2 z+U`*RFI~0jdGvDxs_BJ^XRlt}lI*7G`MjjWMeJT$W@;LuVBG$-+BB@?PDM=qrnQaB z4wi3wDP{KdM9I_G^En9SLKu&~`a!Fo7{F;xKcE@^Nz=ADL)z2swS&p=`nyxiMsL+D z+;`S&wAqMtxz2wo7Vb}N`{rcoxyia=)W0Nhcc)=bN$M-#{WFt~66C{(<`ha>UEleh zpI;f(ew&!&^en95#;e&CwJz-`XXbm&at!yrdL&tJSm%|=hbN>o43DecfG>~MRVTz-nF6cPTV^VHToJo$_ozEyNAavlm`xy8Gr zq(pr9ph@eNEcCfORNQ0Eq$)r0E98|Q^GcHn{x_9y8*ovNZ1-Kndeyd23C}TIU%dGQ z6X9BS;hZB-Tr<`b$IWn1D0$#=*3^zhxsGE(^2HGO=Ph|pAfVdl&wo1-I+^Qu<9o_y z`t>vO;h2AF>7-3$NdQ@i7VhCIKzxJc%g@2rlhqbB<$5%To;!!e?(tXr-ocjd)7w3$} z1P_IVE-UDL3{qJ$hneXhYyxdi9tfI+*@cjlJQlWu@iixB4BcjTlfFwWe~{AxFc3_l zXlhkn2Uk`}rvfEf`9@Ex7AtdkUenH;hD7?~jQ0y=0LpiG zz=Qo89&B>2H`RuIA6zIPB7G0n*JlC;caByN{TKle1X=hubHTXyIRJLf^IFkW?Z4dY zn9#1twPwy&MSR#+pW1FqaaCxwk|%!iYgt2$pf3cBrVS{#A9~>1-i2^c67QA%5(np~ z{ZkeEX01@ZFu!<~DateRC3{A4*^QP+cw%MVOMVifB+SQLd2z3vdb4X3yA}!IN@W4Oi?_jC*6l|O2KB$^I7Eab^QBV?;pm&;#+>wtkf*<1Xny~@ zaHr*KTDW}L&N3_RiLP(M_Sz{(DOY&3B$tm|-!8W&)d;}IcUFIH__45F936^TK}aV7 z%bSI^Mrc_?cosSk^Va*zKfN%POuloZ{iw0Ic?3cd_+?E~Q^qdDy{G#mF2`@TYr0Uwg&tw?^wuiw%bCV$UKJ&6wXH%bcqVYw z2^jGxU3XK@z2!Ij#OV^lE5s*JIEbsM^o%Ug(!(>g zsOzkQO`GK2oJK%0PAmxw$=9FScvl1yaW%fFZ5dY0y^njwz{K)O2^8W;^Ky+%xYu>Wa!p^TMXL-VabY zaFwU&{ek1fiz!|MD&tz}6fxf5lqM-fOZdC$OVGlcKJ`^LU@u<~s+bsDvI%sTDI!=#N}Cw#nW*K~H}#bws1XEe?g4$tYm=;rWjkJ=&X=sKjQP zrIK-2IWQ_MqM+EUM98kH6%#*ZhMTk3p6L>hsl3F@>;Y#Ymzs6%+O+~@7UYP2IYqu7 zvup+xA%~7`KA0?_s{$qi4@G5a#1o#HCH1$K*P*d+r4DYECsrsm}4S~J8` z^mYpqi2I_V#x0rVglUor+LZa22(V&tw2I0x;P{H(S0%W!hva62!#&Z`UlZ=x?uu8h zh*GXR9&weD>mL2tl_7m0K{xVbOKo>10*jKI&NP7+D{&pJm2^uwL7Pv5??F;ntV zpNEUwrEM+t_0B&hU6z%eAJ%hkv!;!!>4AEF~!h2Vcrtmk~lT2?EngCOW3}C&({o^>@4uooxD6BUW{eN#=2~V%kQJZ znK+@l5d&}d6`Qh3)Ghl|x-l$?V{VN9K#u%KEv+EB6e^ov%w#o;t)ZKK(8L|sdovc2 z#sM@=avX^{K_z$N1>;gzHQe?eI3Pc1(s3G4omPC?!Yt+k{IB>LnIpdros)ZxXXdI@ zAX{vmV5~b93ra@z^?1cRTeHm(vkh6tmM$^BSymS2|0P2o&Rd4E8>BN6%U7+JLzEqE20AU@!;LN!%tPMe4V=n=nWTCKdo;Zj&?6K22H}Fn%?Uai(FXag4>v z$jIOWjz#Sq`$X~N&|$qQxiXIGC}He)^6o&aM+xzx#*aS)dP^X>@m<6UuZkYW7T!%# z%--`Vr|x)l`_vv4#e$snB#+_|&UDv#E+bQSvJ+nmjp(q=b~ z1bCtb@(0*{oa0x)uGTb|u2)R@BEPIf5+WhqOR|yegU#Xdw{M?{N0m{hg^jz+q!(CZ z^{-!(+>x*MQ@+8{rD9vC0Lxpc)q4z^T>@LP^vB3f#lby+;J6f+%`eSSGVV887nn_n#}a_Tok$Jj8GdJQ+E*^yOxY#8P^FMj|P1dO)9&(c^Dt%^j zi%j1^Fz2o@ncjIro@4BaOFMaM{5VR`$im_h0z?Eo&{w@Xi?~83J0HMas{Yy%e+w5a zStI|T!5RnKHiag;h0T~J+&$?lM9_9Abh`n%Bwg&{aWSUclQi@zuLJfIm;%CzO+{Xs zNhNY0l%AEDc@mW+L-Hn;voJ*APGj3{n$fFAkKv<7XB^NDt(=EVHGZu|p-TuDpcrPx z(zCMvxR;(#i`e$nlW3~zF?aozxR&E4$yX0zv0 zlYr3U$Gcb<9-fkMmDdDEu;@8~6;esE$J2br6;Kyt&}gFjB*W-#4HL^2WVrFBR}WF# zG`>C;(J9~XHv&mIzxm|JVR++UHS-76n{W!Nt6M+^KSoLzM0Lu~Qm##lVEwJiUYwdv z*3~#dr;n3x?iNBa=26`LVuuMUt}fbG#NuIo{-X8xB9C{{zHXQB?)DotZRBJK?AK#^1r1!Iz zd}*8ky6YwkWmwVtY_K^6m88W;|4@fnD3a*WCq_oHLXhbzbqw`3hP6-1{UpV4pP64( zg32SEJeo;fK_lQ21dt%A2~(7UpyBcz$#m}U_zK32gm%90W;2R-fErM3W630XKI#&- zu9ut=A5vh8T{OUzS3C}0AWC9x>nTzkW?A)LMR_pw9}& zxv;nu6ke57RcZE#Y8Gh{Z?;T97eQw-m{%8lQEvCdUw1%MbzWzLfRe4u^xf_l=q$AqHcGJ z{9=h@B&+9=xmAI!<~twYs~RC|6+YeldO>ZtoYgGDU=Ig}OX_>Ie7>WCY4|X(X22f_ zX*jk6ELhJW1xD8$#BlMD%J;jRq$PJ?G$;;huKd(lRWfdjmp3*yS3=CJC7%%Vj&pi} zTImE-vEqv3%%OGUQA{>013qJgXi}-OWXVq;*7#V%+OOdD#+H_g>eFW$%9rrXsQD7)UJxv42LD{Hud z!dEuZDnXk zSlYA6Xr|$zCu}GX_B`WU-|5{fM|F!y|M~=}B)h?FEs6Wu8sV&mpjLlaVtpM=sW3oK zC}vQ`3MDS9K?8_MKFn0Hi1#*4w#E-16mW(;e^W)Qa}=2luPRebKb)F4L11(STh=6& zI%vsaI*(rL2khTw>F7veV7VH*Du(orp@`Z;S6e_EwY;gj5)(B+eTnuHv9V{!=4|ed zBgEIv9B?c`naq9n?i^;xX3v?^1%$;7*$tD`L_QWH18R8x^S$q(0H*VhXlPj7OO^X- zRKFF#XnXO-)x}3&zj1c} z7&~F;)J}OE$1pYgwLUEg;cClYNQ|5vW{ERXf>M^txTg92`}CQGGbUBLu*sU*^2}-X zo;`n6TRFs?3>1Lt2pU+CuzIGTZd&Ju7nY4?L@kfxwg2$pk;8_0@rK*_-q*HgO_Ff# zwUt^{dqtKY&xb|_bisH$Zd4IEYu$PCxEzGe6cz+swK@Xg2Ft`uzO!Eou#Imv^$*kPozsD}9SAm&vp!0@gs4 zHC-6_5FHrA8V5dq-b%Z^GuBJF7#aZTPg3dO7mwa?@;Ga+x&^s(l+5BAmQ?LLl-a)q zozqz~4B}sB4=x$o+7+u!TN zI7PK4)jDa(7StZd%yYuzU$mEogydKg{Z|u^t?+To0jVw`(JTVKWaZ?jOG(R4g#4_5 z^St8GLQ_GFQo)*RTwn{pO1Dl3W|BC+H5$68{91By2sM|b-bd$Yp6%N$6N>eq+_+@^ zurG#EOf1+_4<1s97PU}-vccViDv#HbgT~m{@e=Kk0F+aiZ8GCyHspv zjSUAk2>_TwFx0cKIH_{>iyQmrHAqRCL>J9;1D`?C-gnTpJYg3UvPy0>KUjknVj|tE zNpQTAh|Ja)@fr1!mk*rBQ%E8}9L}*;Q%-q5D<)#&^ORyOA$l@ChT^MR3?20REYOHz6 zYu&dH-ICB4=ux{KF0=oBy;u@l=o{D;)YQ}z@nQP0@|^)c-S3}KSQv;w+=}eB4UVym zpFVtG%6sT)#u3FH2?=&1?c=c)nmG0yFu*8kw_If4E2zmGEHb4i?_r=U#VV9ah5;^} z7&F*X*c8MIJ1V%q7{rBLX^=n4L41tLL|EMHdvX*i84B6P-}0ITR(&F&V7m6 zaNBj7_ntkEpg?V9bYP)aPVyO;7~SL^lC$^DOO_l&5GpUZHe2Hxxd_))ZrL;pp8>Y1 zM*iLjir-p87Y-xKt|xi(sjQDFjdYZF-`qSxQE|U0PAtK#Jph}9#d^1jZPSZ;6_Zf7 z(O9zKHW&VJI-g3LPHa(XTxNf702%Wh^~a%GFE@*|x|oKeSd^lc5G)P}SrxJh7$SD0tuKy0^YOvU z&02!e0zYBcoMz(tCM9)BV81DWgQr*?p;wDVW%_(M_bvuk7F?s9jOmdgPiFL#DIq|8 z=C^dC9HXo|@|ra-J4{a1Kc9K#be8}#2a*y{jq1PcmC++SS406%2ogSbK-%s-dfeiQ zdK%DT;~5Dr7qJuzJBCLlcZNdqz_|FIckFhGbgxNSbdEw}rt_Mya9{APVteuCM>Y4| zUiE8r{uVl{nFjI~!<~9If7Y$h8I{J@MXRkq=97#}?^&x=@%ptcr8`tvK~h0mVOH^R z>YkNgQqb^bcu{Ufbo~R!3k;A2Kg8L24L{+PZ&&8}V*`X7gbBQia5c70z?W)Aj&+pZ z3(T$*VFLrx~LtI)2|b=3g+}P zxYrph9(UrRAcuIb{jzU#O&3~k0p(S58C z3tU(>1T{ze>R4^2j>bm)QP&F1t-Lj1$>Rl8P3H$$A$Leve6*F`dtp!2M7!eKXrZZn zYQ-#(#ZgyQgfU;V*w|QrNnuAz!u66P0XsT*igh?+5M0lj{rjuy&2ro^XJc7K+CfvOj4jP+_M*9gSq6! zE(e%o?rmVLPrqa4(Ubt-q!ovsV7L!*AFih6$FF>tm>Ds{G~)?Wdt{B6U@Ex2-CEuxG&418ukH?d{|BN`TFR z{rwgGSzH$KHBm!w*iCl4B2VkGPmq$H-?1w0?x!_M0q6T1`!Z5l*+&?_HZ;?NZqU~IfEG@?e^E}zOatEFRWuBG5X~AmVxLt~n8osrnhuCeeWU^LKK6MlGg0!Lc zp?#SM^UEu_7x+h37S^Pzf#L!dxm_Kjs3)s!sLI6`=ZgKMlnp;-8wIP5%kFt&2>1VDomXC@Jom1 z532sx`n0-(7e!{{x`euQh3-0NEL6a24Of)B-C~bfEB}7VcD*j|xL^BgZHb)*X;Cz1 zv^?6hh=Jl@QCLVAws>0hVgVJ$^dEHT)44wN07x5Yn>Q!#`kN_=xMT!$$I_w#?=l7t zb`x`>%nGxt6Mlob0c`^y+8&*m>h`%`>$jyx73F6HQl}uQi(k{ZR@ezY2%FO47=B{k z)6NZ(?lBPuGv&N@>iyiBM6;_^wAGXJXV0lqvALLnYuQdvN$Z~tc=wJ$ zJ7Gm&r9K-#eYw#2fPCt>1JTt7YNF3xd-%?iCFz0}WMhX4wrU5J`t~_CWA6!_8k`(v z5?|{SE}k5lxgEe;%pMZ9C5dk+FE7)Nq~hb#n@}VHaCG`(z*7c2s{TQKK8pNe6t&^l z^$!Y4%Tt;Y!(E<_XMu@WNX>_FnucgykZ&5Y?E5cEJ$vFt)5*xu&-aW?gksNy zEyv&Y3@OFS&GLZRzAeM~G)WpvVgo!mpNZx6KeP8hlrMnc0%QiZE8s6$<#H+|C6ph2 zjA^52nrFLDmQUSQw__v=*UI)jkTF$~9X!}gQGX#>)Z^UKar#w-XL^qR%eL|73x!WR zi~sWdpE~uCaex2+)2o(s`k((W=fA!sS30D+OD6Bnw*RtEC_{ATE}j!R%VOt$05rQJ ASpWb4 diff --git a/images/julia_logscale.png b/images/julia_logscale.png index 4e9c03ffc56d3a3641e6c220f03617fe0fe84196..b9f60a105d4d7d58ded00cbb6a8aa8a369f57f3e 100644 GIT binary patch literal 41161 zcmeFa1z47AyDj?3lxbiqqKIH1sbCP&#zg#3x*J81kdTzdE)*rDRX{oCMc@xc85^{>6xUTdAT{&SsuuCuwA*95+L-zV;S++&RU@vgkA)Y{dIt0@%9TI%UP z6e*PDDHIBg`pVz&7waD^jQHPjn-f&!mH2X5dEpLzUuAV#!-hgxe~$dOEJh;QghJUx zq5g4P`ASHCi=%C6-TcCE-KSmNr*1sm_s8dxNvhX37(}T=Dc5{qK6!dDUs(Ho_kp+r zR4YqA)02J=@0gxkL$7IWv2kA{qqOD`{z&Nu)Ro>GQ*&P(%IbQkr#E!%4fD!K5O5wU zpU*4r3bFfWHc&qQwbNct~N8ntgiUeCu&7S#Xh(B z+|u?xuXld`9yvNX8XUG)LPBr7_~cVz+it5J+`myM4s>KPtUd&uebFR-`_qNgc}}W{ ziOF<-TKQ-(ck;(KZ#r(-eT~z~=V9}qK7RaIv(PQypI6TYXJ40k?184&pO;KHTwvTTn1deXKlGL=9KxG??9W&#t+^ zb!H1ABbT0@UUqi&r@A_|>%Xt9oS&PaV{-4WKh!6##mvm?H2L*5zh!IQ`JptwfPm

      GOnZ8w!)tqM;s@RjwdQMm{rdG6Ca@vZ&~9OFBHndoe7gPm z`b+N*Xl0)L?e{hEbJJs;Jw2Rqa&mZ6?Vb=8fspeCLVU-`0!n5)>4~1@_!z z(EWl@UCm^fJ)U;4oTt_i_ucY9YvnTBzS@_0m3Q0qLSFi?%hiU7IalY{nb{4s>R=5? z%gU-MEBn?a>BOtVtI{(*ovU$ZbHy@Z&oHTa@o_Bj#f#pTADETw?K7Q5yPv&(u*0k_ zNhe6cy`SaXR9N;#7%e3jMeGI%Y};A%piH8yYnJ{PWLWV`D0+s{X3Ux`|)k+~(%zR~h+H z%B|>%o3DMe`{eh*!KCOgCux4u>MyPN&SRh0!;RnFqo4kIn?*U|)Y@PJMuAH)_vpDz zYvNQSg;!8096L!|Iu2ZE`R&ufNq{TW+nftDCS&RMnffI^3r2pJC6J?>HhLeFaeX8@AUO1gL1CDxhvLBoMuK`hGl6G zztimS2Y#1Hs{=YY)r0k04`^~6I;3!W-A?bq!Uel>>~iT97Q2^IC{dcnzxvtoZ}5&> zm>Y7J4C?Bxh#=!X)?0JmW$?icK~wBp%xvbWWY$>AwgSvX;&^{U#P{zPsA`r|_wV2L z$;!%Vz0$EZc$h>H49R^Li!=J2KYpmT-%G>*Yc5C#2&i_Ig;w3?Eih)#r7C8a)?9Mq z=?)4y%eHohz*)tLq@Dzgw9&3`chkmn6M?UOtT%7mh;g16)O>mVW?8s|r9(oe*wHIL z+t)5#xGFM$`)?Kksj7Z;ZV1MJECt0b@aYGQ>eo<4m?QAw#LlDavt z)JP>sTO%ncskppc&DPfTv7mKU!g;PTwoVNV4etwCuRp%73=0f2IZ}`k&9`-;=K&o9 zPqmh1eiU!PFHLhvd^E-W*AqTz}zdA_#fcE z@>5?WL0y4|ho|`C$1mw7RrhRVu;&g?vB#vJ8JuNPy2_oBq@8_!0DEHMcajR)<^9)I zC*x09fjRrsvo%(&T1EDOy809GxlyIy0)r0^>8DKGyp>}W_fa#QrCRP7CMQVDPev5E zmH3SB@5sx`W2JuZV&S!NIX7^VQ!6uJ&)&WC+qcK=m3nB5-4rC^ko2QGJQ>-*1iyN- zT3T9CD6qOC@3%rT7<~xNlV{*Arq_`*;pLF%j@$gG9h8V zqm$FtK0A%p>&1TD41GtDz9!DEU%YgBE@gRaRcyn7X#vYtmoqj)ZH0Q?qo0qI*N>4c z^Dd|af!wgzw*sGd&&9K|HY+kRl4j<>fd6GIPh~{rv5|5KZV{0ti#*&|utL6*9g>gS z-Me?=l%gMc`}p`he!QECP2$h$I#Mbq81lhd#(AvQuud(+j1ft1cGku0jw+MC))o>v z`wbA0TkeuYa8wyHvX9E*KKoK;1{r~#fx+R7jh4WU1v3xZ_M&AEn8k9`ZTvWuP8~mf zybvDz&xu2X9n`Q)vwQ~mdAoUh8dGJGBjJO23f-^tz_V=5P$2swP@2tPts@G$ar zkf5dR<32G27PqNRhTQS~{!4}zFP7BQsNkL-v*Nu@>+0$T@tgVAChJ)`e9m~LbFR*| zuQpLYPA2d1vy-=r@zlMiJij3M^-qud`n5Vi(i^L`v#To_ui850f)z6O{=f|mZ;dpg zo(?aG+VO#=vFW~Kt%(XeqTC@c3O$-lLFzC5FLn4XC zYVWO#x=&C7QcW+SRxK6|nJ%iLv2o0cvw_d=+*!GA-@aIjmYl{c%kYBvX)}b=_>Xnz zn4};v=gik{-q3H@@RU95$_YGBg`naa7M6rH)raU+R~9N_{;(} z^3+zJcI&-Jz=wMeA0p@F*B_*(SZR@%0YsFaW83rGuCKP|`g-v%**0AyFXPw5qC$t& zW;15FKsB`q8WC=D(nCF-_Ju#G=sFh{f zTOF&Jdf_fEWUSFFS>uCBqNYk;U2+|nE##a0h54E3fvh$@v)Y6cYWnn}t)~?i=I1gD zOSTfgC$TV_*6P0C>N@<6LD;I@V|sibKJduJ#+?SMK4QQvudGFO?>Se@TNYt!Rql*u zjTQa2K81#kVx?q1)S3un(>K)>UWZh~q*Er-(~uUeny49tIQAyzT92&b+*sY%k6=qK zE4weN;hJ3e^Ty}QpahPe%> z7kbDnW?DC1!dqxOJ=*hYc$g$*>Hg+ZnHN57n!|z*I(Y6{#2J)I4%?Qga@x+%I!c~8 z)q9scOdjZkfcEU?XHMZO$-th6|Ig_;YJ0}yH0Hlg=4^Ne(EA3hbC|S zs5i!PsCRC0v3~g?FB2-P!oZ`=@z{nBSQ0Vy%NgGMNUYvoq)AnM{ioK})}yV?LmGm5 zg#q8Yy3AhRSY_H)ke}l)G`Mtgr#w_vhl)BXZe~0Ch2Y3^6D2C`5d9vVmXeMZhqjuc ztH1HPPTLBJh{Ti0O*!`_bpLjWe6e{;j>-|E&tCvopWe8!9B8|~Vqc4QL)yi@$>EM) zKYwyOp3(!r3l(vYC9vr1SxSWM~*0Ap;h=F(5ikeNmmNY{_NQ^feyFXVJUzOY0JX7OkKArL#mqEg}DJscO^eA zmDOur>beX|k~P-x{z2~E&urb04Wp9Ei5di zXWAB$km(7~s2wi};6=$Lj{2?(WQDJyg|2ViH0?*VvMf}VaJ)&C zg=5GB7R&d(K5i-SzPmODqn7iOc2RCK&;d#gG3v9T4mwdoBG4(^*I>;Q%Gh(|Xs z2H7#zrmHMYIo3O(l z+^QnHLu64=Q7~`HmY?I}1zpL@Jo-AEX^I~F6kFDQYBFq6!oN*QVLIjRj93B!gh19R zO(xufw=!0*h|VT*wG@w?Gzrf2h&TzTaC)1wZ3G5_1x+|6<9lQOA5yz1uRZjQYfyVs8!g#1a{!fr0 zwjj=lyG|Q_esW0o^0ym^J`u<$QPI(62)tR^C;#~4MqYltp+GRcEgcJTEAppvmTlSD zwwYpagA9u`ue;packeiPcw_?u10V9x?)&T;9v(i_y~k<>Ma7xh>skC+1JANi6@fp_ zviYoI7UhtTkia6;CME7jSGn4$Q@5C%x_8SwIe47JlpdRf(JDF9+JwN&OAW72T_ZQ) zvFXFmvnUpB+{yJ7>$jSO1P2GR$%Q3+@?j6Kk|fWdPz1retjn-$6VH|TzO1MM7$_Rx zRVZf-d2oSc*;Xc_wgT5Uy~2Ws5{d^6&~m^ALe(5xNwfc`r(tIepma@)!rm2Xzfsgs zbDTlpsc*-DXXx)*uFi2t(slK@h*J;hFRUkTD1S-x=FisS9yd2_-n{wb!Nq;Uamb%` zvw!r4=cCrvwo9W=DH_}G?@~Sjmv28aG&Jm~j5_m>Cqf?3mrJi8FQSA)g%qQY9&JG2 z<2rn}vZ8Yf6%{HrN^)c*t6le(KPx)PbsUR5Nv>hz#@)b+eM-CUaigYUdFK}SnW;m3 zT}^I6)~z*+)+M|BeX1TXoJ`WmRUK%`DvTQ0_9s9MDVPZKvH9_t(>CPOg`DduI&D~N z^vujjLN-5)zdSu|KgZ_tX&NY)QWUzGfg$?UtD}ZSj1v>5nwiO<;A{1oHF-T9yx91k zL(XQ`IRr=vc{Qmw3|#)&Olvq;nrF`a_AFbKof=b3g2qT@$cKvkyXDTElLP3>aGtP0 z#OjgtS7E(bBWl|%j{*Qw(6LU9gpTH>{d8<#GuZjfYCl(WK3%?1|IeSI#f~4VnyM-c zw{$<}X|0_?!gA2+I`SM@D0pGsFE=;0w=UV8{R~&?Yt!-J;m2NHOF;oHE`U7QX++lyAlttR zG#@W7ug^wl$eo({rS4-N_j+-NifVgr*}Bz8X(S`L8Z@~nDWjYoX z7G_%Y;sG!%Z%?oD_>lX8mYbU!7m5!W8k+Pg!{1Ky-MxQb32>-$VBmm*g9BlJ7N*MG zeFFm2BI{5gBL(k8sp$|%IGZXt36*eh*Xm?F2~spz+uQrI=8smMA?4lkhzRrX5`xQY zZPQWaRRhkd03iW<6ZDi}-6#Bhk)YarM#F;n_s;| znHmKaf_wMw{EnRiC%|-M2l;h zV)4vkP8__va+fb(b{cQEm~pw|RK}%-N~5HoKdnd#2J<41A^ScskcfOqLSDRDaxKWE zi*rCo*uN$xJZQK5f#8S%q|1{jMLLO)^2(fVj#uN&pZs>8)Fkg8?u=iUpD4Wd;6csB zaMu?I3wWnmVF9osU^7iyaxzqtv^jC1W_p({CA@z9dJ76mhgL@^Z%kw~;yZ%BlAg=( z%`oRdpIo3Umb%qtsPOg}mnbGU2vO*2npgz0$m zo&tPoHVNDHM&iA(K@@MhZWs!{av_gMhUmPmTWm+T^$iUR-wscC5{&rZ;S+my~>e7^0bVZ>CNO8nM(OOvc>w*!dKxdIFU z@p`WBR;{sAJvVb9`_(J$tRd{W^!ZDx8fC*oV?j?dI3@KBNRsgGdkQ-cMHTl?hh@Gz z|B{+)ZMR1?MpAuzy}h3U5}3`550Dz1)K(3iFK@6$%Z74QhWHne*e;pW(U{VynbpU; zvBYc=HT>#+3H$yhrLQXA|H=V??63Sun-8EiBGpLAS zuo`@6b;`Mu=4}N!grK-^AyVK{z5WrNqes;*mW5PcW!&epw6aQJ?FqIl;H;cnP0!Vx z)#jFFR_HR7ijZWK#r5%*Z{D{Ax76j&s8lNLxK`sCu7ml3L6+>GziF2*H^wbEe9x33 z1AmZ_W`8@6FPN9KhW%JtAPJ87ajVs0wmQFkdyZ1K;RX|Ei$}J09o8k%QD&hM?z#Yy zsq@VU&)EBBQ@=VjQ}nO4Oco}6Hf>0aB3ojpV5aPa>$kUerRC(ZL<$fZy(8b;Ue7Q! zmih1UF6NKB_OD}MVWGZ@pR#wJ>I@*%KjL8D0lzxJvw;xbDZiaux34I8*EM?}x?m&U z6pu>2SRUqtZOKZ75WlxwB(78$fD9@i6}JIgoH_!VZH8s3p3=i3?x(`4mY! znIx4Ep|n4G7ty8Eo}z1Cb&fjxS+Q?Rw|$-A;lR}`#w`~P$08Gw(IkV&iSa`6`%*YR z#v6Q@RKr9o0BkWqYGV|4dBti{9iu=%!V9_ZBoGYySXn+( zfe>g?8A+W+^`DL;=jiB2s2x(gmDVF45v7LI_{fmodwK}NVN&s25>%!3)gAZUkr^2e zoxf2qH?H;W-8-uH?CfmP4t?MnPAC@Oh*7b`r=NefnlL%2(dr&3h+;i zkJozdJF{iy&P1>}y#Q>71JABryB4dfPA0U^se>-q^1bJF!bgcuw*Q7IN*bjIScS(Z zL_oAfE&J{FEi)Np$ckEueD&(B*SE822$VO0E4G_p&8c_=h~c_r=J8=0&l$c|L#eHd zhmB9iwumylVxS)rA@#%iKMTJ~OQ`DqnF6*odH3~O_035}d;se=)W~wC_#UL$zm4(h zhQ(jnId3ffpK_2-RsY%BKmPcG45(3>hEZC>5@@GL2LeZ9Bsh;$y>e#n7~fTN0z~TF zb0Z+RfC=ut-2Wuy(zl0|_la^vzWzxnu{M(q#YzmBH3!iKMTRd{aC37rlg_Ef2nHoc zJ`hDE8Qrn)Ym#)dh_HuxQu>u}vpF(QHShu`J)s=mJsQ{&Cr+FoFyrIL(^3H>C_de` zGDTk%*O=GknD4HI3`*D^ZeW(ex$$7IEQBf-oBjF5=||v2 zKK&vJINl%rW#l`FbAL|f;m>(|W04LblA0I~c4bBHiU)Vyr#&e0Dn z?u31x{va{`49qRo<5*@$`AVjZtQ&OkiN5RDWkcj;WgkYAcwEQUFh;x-b{l`WNY0}~}|(IhYd?utrGf-iDRi3~ z{Z+!tFlGM+&*D6MSaEoGSlD$s9g&kC((f1~uli(m)GE+;o{`c76gk2XwVizg2yEcYh3NvKO!Qjszubih_|**fyp`nuKbz);z~)sF`Cm zYI=)|I5c7seX-KG@j2dPLj&*kT?R>}f}}=IPalPxuH{~!dd~T(j&m7r;jAKy>*!;W zlcfE)VxiEG`U2B-&t)JrHI>h#k`>Y(Vacr>9Mt6HADw#06bmM#TG-;xYqTf?!}sjj zGg>AxRA1^792`$7A`nW#*5B`x@;?Lti>F3{bLA2gR0BgscvODt@27Li?;Co>L#FM< z#n%b8xkMnanE?6#!ZCl(wr?L{N>Hgy17q3sRPIB{kb;y}fgz;JbDaPW=roW~H%f*Kg*XQE z>M74{yCozF_vC|jD4N8!@qHY;d!jJAizF+wJn&kZPAf%~C0)dJ=mi-zXt;UZ81#yDPT>za2MCsHbWMgA9 z)*azxisFf=f4{F|it+SZL#P={(t%pDm(_re=3*1gHiV`?DH;co{4a4BEMf);2*_>J z$~znPCVUVCTQ$94@ZR$=;>@+{*E{?A;t^{Tb@Mfmsnt-z{U{Aq(_f2U>Ht8A%z^Qg zDJv^8ZOzM$jQ`rW*Gu%d6tm-7;nudc!jH+xDNXD5?%6|fFv+vOkQo4;;_-=zdWE_e zR>{V_2ThtYCocO z;>0y9tI=}z`6{-&)$7;SVG2~Bg`mWd0<@K;QY(;|GMvUt;bL&Gw+R)pIfa{6#EPuW zb+7~j*n>}Tu^N|q$5oCoS$~n9?oINq$?7;GE9=i1OfMk$7?>FH z(5LcpIU-boRNd3lJ8%c6rCLqTH3}oEg}KWf6jh3rt-(ye%))y>GyP-Zd~bYmoJQKW z10wT4R4R}H3Enj1*L1j?r>LU1C|COD*zFx-Gz=C(=#E(KGsDPWF>xSEcx3W$gg zln+2a!_F+bK2-n=88AKRCcIc#{6$>-A%fid_7VOdP9fq}Wc<)^)X}5}BC4}x-thai zUE9Q*(n-}1`AIj;s5I3Cj+1P}p%;MJ@qp%-fU2}|@pv!s>CoWX#B-6$5Y|%^Vu>nMyvdYcml!mvr&?s+ms{-bRt#B$X|F2%H4gogM~oI z#AR(izrGoRL!~z{t2K31insS-FvE)2%|l;6ML%CDe$TMsYF@D^@g>k~G>rsK3y((nAE1+`u~$ToXgzD@X)q zyotZS?8-hWwg&;kNXVn`b2M9pkzs}%1h$q;lZlCmEV?5WZ!aAFR8x~t^z_Y#57Fv2 z^jkEaoMkhUAscgRFn|!#{iLIF*ChQS;@q+g9X|!V5Yo0qsP9po|J52DY6~@CYfR0q>5l+ zKev1LZo&Yv-$(25iGW}CkRaH_xuq^RKfG-ynO&UCd?Yjpx-@6YV7+wXs>FS1&q8QOy zB}V?ZH_^-pZH84GH9pu9kN6gBkUYoK54RNqudXr_%+<4>9l#^={3NT+%3)U#4HMBL z8X>wqWD-(L=s+w?_`o1A1Z~VWFi^wT!!WR;QS3nykqo!QzW|A)1`ePW2$5uBXvb6- zDo8cZ(+;Ts(6tYuoTGs$5Nt3(h?xQ<{^PKC3HqYN;-zyLv@eaVGM zBpV~Tp^lYQg)l`J$i7#ep7C;BLXN*8!HVk{@1z|Vwu|V~kZ)(hb*L>kWdq}842Ce{4M`x4z!M|T2L7R{63sm_lLWHR~lD`Igl(aiUq@sB}O zs|m&)Q5a{Sl!sNuK-cH-T2Q5 zb2Sf=+8(Gr)tIKsZM~Tv@Y{-YzCJ!ab}AK!G8xdV2}unMk{&Dp-5$Ou&e8IWb3X4% zb<3~$^6Kg0p}ccz{hJPL-n7X#C@3x^j-bYBQfj^U=OrH09c~tF9i5B|pS)=-zvk3tER%;G3R;iOMX?>|&F=fhjSzMEa=6_wV$nHveZ8Pf zh|a9zemVTal|=kCp4{{+t7n9|g&$Ex#J)deTtq~KVcQe+-T;!08x|cWf+}8}Jx(`6 ztE@{jVVKitLxM>baX4Pr1NoFt0N;m(+*>A&d4vAq05grN*HGK2L&}HBnu%FWBqKFA zhlr;E64};Qj=8Mxzi{o^b*w4NGArr5^$pN>BteTf4DPSIQqt8Pcrol{A9uIS7l=IB zxw*szMWDRSLZV9;sj`l4UADDdA1O!~AqJ6#7%WTyb7>#Wpy(ZayID@%eck%?0jx41 zM-`A}Q#17nTr`sNe%-?ejZG9T%-!l*kHm&V#|N`paQ;nb4aP0Dxg2=2^mA{1&m9NR z*@JQ(^=obZqsaK+obaQUPhjELe^4LqNL?g*D2e`ppgK?p~bpiZgBj$6hSw21Ci&*EN#_qT3YzLuENON^} zo_-svB{xpv;1&2#`|M`>*apGm^H}*fkrm{y0wmZPeF%wU5z_qu;eW) zmK%fw*tRVOSwb7ZK{MU>F(Hs)SY_zp*M4Pn9HN~PZjBz#0b{`hNgBj#D6utwq>q8^ zq;}X#Z2Sq~u!-vgPe)Y{4EtOhm<&!nK4qmBXB8lLBAqKk_kmC*M;x`p0*CmsWrk7k zQoTHg5ki<@$l?8Ahw+L?I8#$F$eqRu>M(``b%Ji~1(u%%P$Gf>iP6FiSa3D)3M?X5 zBr*_A#HBzStH+a7$3Wn3iQp^?bjc#FKNrp^nhN6R3T<0aW7s-O~ z1`w?s#JGl9unsrShF0dK3al*^n1}5Kn>C2#6Xd(?&-UX48)KG(glvo|cufz%S7;0- zhxjs)C!>LriP8?|ps>qi3ZhFiAe9MljCUkT_IM19Q&*_ND9jo$;Iu&r)*+83;?MMx zLX)J(#ZKgAV>?Ae9Z-w5@Brg>`v6V$|LP)apU2A$5bmsPR<|ZJRaiLaV2KhHi4W2Y z*aVZo=4`mK6{4j5h>_yK_9Letyru{l;Sv{J#2AgzU_m+J6vX6?!6YC>w2;IdCR$t4 z!xfMXh|vd{zX^n$AaU0mXLjBAk(`pXlqJuV~20aEgW=K>A zfSJS=W=8~q%bl-WF(wXL6z>`K1Da$Bkuf87;PY?q&`7L+asg+{bzSEH{zUbcC&=u> z#ykejHU{8qv8SO(r`T8TOWNnFT0fzy#bVqVQw{I8go(Y|9)OyNC2Ky0&XGYnwOQ+% z!uylQ*RS{lKSo7V(K2F_hVaqz<=M&F4Qm_g3j0xGMBY zuwSkvdGgTk?2e=@2DDq(zyKkG_o2_}$=rBUL}at>B6~*49{Ka20>~|bC{Jr}QL@>v zZt=0zX$Gb12F^Cd_J6)46>x3SsU=1KO{I*lsbHf6F$f&{w0h+#`D3R&#5W5qf;JHz{pZ;>1(@=3=y|LswYC@MN86|gw&98okUXtr$F^mHzEhF*fL zmFWAI>2{M>Qz-xc?RvSnhu~RKrvl8xA-WTdBI3+a3(Ukyw3T?|z9|Hk566=XFi0gp zcr-kzFsQi_{V(Fo(p*O|ai>_FL`;XMEe}Dy*#AI0iRLKx@fRywv`pcvo%xu@%^k#^ ziTn)uhTlvJIVj!W!@3o!i;fn`ApLUns4oBkq?{*76S$J#P>3CLOh}&b6%kVLum&J; z%M)<~kvRAeJ{Bn|)dV(KMSFYuyZOH_ej0_2CPA?qTnrHnh`tIvRN9+(tqoRS!;^9X zV5J&>y|ceR0cpt;0j2g3;x~b5rI+Es-~!P7l)q@`qIfKLQR24{^B+91>tWuMNBZWp zZT6CwkAZS(O7aKd{-~Gx>`9m<6%fsk6FK@`A)j-Kh-kqzkdZkD5VU&bN{))U#Z^h! zwNc+s8o^fqr57s|A@k-#t-LEQ;SM4FF=nKkok#K^#DvsCrpLB+w5ndrVubaA>y5-g zfKN62MS2`WH2Jzi=?lvQyFo0HxD$Z^WQa$s1k5&p7>EUHQ~cqB6o8yEI9oWahK%zU zU)SFHebF@s(*j9D1C0mF>sk-1gE4o72lHK!#GXB`dA=VGF2%Q?!hyxtR6gVvNk3u| zEu&@6wthSJz{-@tbEx%DV+HFtLx)P7%i4oPef8?qEI#7sp-}1;Bio&Uu+K9}6WnfR z^R9Ef4lO!xW8xqXH@X)ZGrGQiSD#rL8>R=8K4#SnQ& zU}}bL6(Tc($z`RY0=4@?WAURX0_1W?zYfCY81kn^6X+TKi)Bp2oCs8v#pe#}73S2- z31OtgGN3r>r2H41U=)2x4;5)*9zNXxErrkV*99_2+zcIqr%+EZV0!}e?g%JxQ?e-jzLE(uB=-fxvw z4()6{v9$jG@$LSTZG}PiBj}Fx&@Y+A7WEUOCFzF3VQ8Pw@GO)n;ujh?(5<+XG0&er z54_#oeR%Qeqm+>X5wz1K>*p_+K?CTkg-{d+Gk;xB=t z_-$*0~Qcwoy*as%% z^m2v5$ObF+<3p!l)Fbw5IBK4f=0Er(zz{@|JPNeXIJaqD4joQJL~&SjnRxtO?9=<0 zy(Xf0EW0?w+r&X=Ce;cP3f&bXDFd=`Ya7RAxcD|%GSoP!*<$2VAu|B zVuS@d%S?mr9-_K{B&ls9oD+(`C?aN|P>+j^tpI8=PgwFF6gfUQq3#7v%FoyL!rUA* zzF6>1q6H7E8{j!JFRui5MMA%dW_=2w@U z0BnfmX6;VlY9|*oF%jbE0X?F6eR5u&_D%YmtNXUT_}OihTN3MVo$uq|CZ;a+ibM1k zoEMatDIsrGVmL7jV|{uHjjLlLIw+cd^8$cWQM;%x0cI(!jFG^Ru2j4Yzj5M-DBpH<~?qUjsaTAsvX-;Eyn>;trR=AKJ zo(8iz0Te*wEAME z6&1b19Di)jEm=Z#R?G2mIe;pp?{=<(W#J1NPh+rPVpCIpMb4nFM4fQ!@yP{o=ycDi*@FB8Y2J=aYB<0urh{T%SZB$-X)hH0SK^XNIZzmBKt^{Ti3tnSb%m@{$TyWc9h#rPo6xAe zd-3x<(v~;q6lJpl*uy{+aOe~`5d{m2q`3I_eN;gID)w-f=Kyjh#N4X3)KSvTeeM97K*S6z z5F894QNbX9&Mj2+Eq%mFR`L}BerCps)GPH zm{EcqxmZ?>k*to8T2B@36jl*zwz^IrJ>j(AmrN)8+3u6K2(?rz4vQ(tD$k!kw?&~g zf8(!dvHFqnyQ&!R>kvB!xfK*u0p(pvn07vN?tJCAr-%=csBci^<))j1f*4g)RAO^-H1R(!US2h5 z+@1DE?krUV%eOA`UmF(}hfbJen6Z6+mqicZGNBDzkp38M_0xRoU+*Jl$2|Z?$3SDPl*F_6;sJU*knr`xh)Xt^AP?(^iQLG!Pb5V<` za95`0X~72lng}GlEYfG5l>LK|m>p2JCDx4u`1!#+{QbrN_H}K?MMWnkr=n9ni@Ui@ zCQR8&G&W4Q$-1tK%SQTz4E-~4@=m0RcWAzR8;RIl$Q^nT7Z;aoJ$h>`#1;!2N;_Xd zk&YKB%aEO#rodV|R+?OcC=j6REO>J1rlZOBBDO#<{@+KYE(y6K8~FM7M4()*Z74vW z22~M7c0b1w9%^?!bTfsS^!1@~1f?B7x@52l;Tt%`-Y<$sM47+#lUIOPe!V^R4 zWu*d^L=%%U?DgGo@ky1?iD6;i4xRWIx?*wQuC^EM-R-dZ z(j>_?4+L9dNVWlSA=Kfp+vVF`cIfQvu>#ArAR7{DHCvm9m~Wu1K4vB6-l`WeRoHQ8 zJC6aKL)->vHeJ{r|IRCSsr;e&MEOj=`he}r#VB|e~>S* zHH>dhUW&}SHmJYNX9j7{&BIeRxK!;?%DAxdx-nc8u<={H)}bst*UFRxF@Pfi36OIL zKm)lQGRkuUrXa7iHA_!Bx*4b;2feC^?hDArPQ`PK(jM=0mY~now>m4!cjE1hL15Yk z$S1#ABK~$gdPVm&`#L3_8M1QOATh_`t4w(RQrQlaVX$14LYQ@)fHTC&4j=Vc)}bFa zT<4l}cNy;;a8Pc#m6Ar{fUXY%yUn zR|Q!zw`7Sbu-Z~v6t{vzaA;AoW_kf7^zEigFE4|+eXJclvP3%W=UJlr+7sSxIkEKk zQO3O~8xH=b5cmG&XF;A|7XNyiFUK4e#ePLP`R0nN1u7jL;90Q@Xh2^)y!`KTVVdwa zGULBfc^vpSNb|)CBp9c#u;yZTsvBIYve%x)*cv96sUkSFMC~eCiF*OAg7fNS?qVa~ zvEMqWV;_Bb6$YoZ4P`&2=Q1tdp!64_{x8%!|H<+xeOE5su{We~ABIK8d|iC!E|C>{ z2Q}hTee;F2_DSxu54c8wDYPguIvNDwyT5kQT3_~>y>f9<*?l&CLi?%)tv4JyOAZ~u zm&ZS+X!}pz#J|*lnvYs&pME9%8~{Ffy20G=b#wSbZA<_H!CbG0Q>hIS74{NFy ze`8+$D+q6C!BhS_%jus|7yq9z`Rf?6|1?+dA1%Ad<46%sAsrMwIeUb(wnO$n!&LQP<>Hbo67rzXNsv}YBtIo6%&b(RAOmm# z5g6Dk)lKc%P%>D|0ls_m>7_a^YG(4`smtp3+LR-4W#$c=$yCLA>eD>o^Z&X6a7sBWrQ_u^ds7%a06)1= zw0mFh6zX&%9KyA0*KE-YrPTy0zir0@!CuszN^WlRoZ%uUxnO)d2A_p>?o|1bfK$!l zeaGhGzX4(^yHF*P%8HzV2J3~946mqL_iZN<< zz>_B&;pGz%}=k2@15A|K*=Hz-A%UI1olVEdNLn9E^DqGLY z$Y?6&#)dw1MA}YI=FQ}@tSm+%oxW4YsvG>5GMIVX%CW1QH@Y6d{iLF-9Fmfsm)GpH zROl9&tV}7}O~7*x-=8QM&&1^iFI}-m)dv00lTPFPMAO*`i)q<7Tr5;?wECQr`b*4c zyHDw3I&AcLTTOL!cXn4;S|;AV`yGRxG8Rz{Odv;`3SjD6%Ob9Q#(%$1#D~Q&cPvil z%Uq`kZ(j#3OOwuO8c)gQ9e2QF#m2;Z4BGPw=D>l5G%0Ue@MdvP>Uyi9y$HS{hF92R zd%rxpj;byFVmUJbt{3yzwq9Pu^vk{7k2`F=Yza)sc!!8|XwLCw4Je5Mk=6&VsZU8~ zB}`w{IAMuei3S}$Skw<_zmf-?*4vt&OZo?3?rPFlY_Oyhac>c=HW(S~+`sYud9>XTJ4^S9tt)IH3+ONHvTFhBo@htUZ&a2LMwHdXN$?s&(_$EiQ5K)i>XDte*Z)bREUY|C6R)RDVqa7s5mC zmgUf6XxMNDA}6QkVG;}|%WwTpxU2c*Qi1TVG5AvK{U>3u|JuAq=pLA|zUzNUV-J;U zKW}wFn@j9{O})rRPd8A#vx3!HM^=rHTWUZ1b1}eiIJhPqj=s>SvySEth3@F}ye@YJ z`TW8WSDk{N)?$MFLiNz{H0r^I`DtrOnp+|8TG`RC>4K zen#|Uvn$Ii4z8nTVX^#+K2O_#F*UMyul?@*hen-K`Nd`-(Rq*Zgqw7yX6gIdHgj+C zQ+KqGW%vAt`KC}LAXw0_r5nV2*+)veKe}OS@YGrEfcr!i`NHkf-cF*#mO~r zq-fysmu+UGk9$!X)Tr}2)AO^2_5tJ(%F#0~?}#k^MEPH?bn@_jFl|e~eQfxeSH|Uc zr|foqQ9)t$?_gb?K&!jL7hMM(fVgg4_ooTBfq#N|Ls+G+@8VXRy3pvZ(IGDWx?Dp z^-#rvA8XXPHBjv3AD{PBo0v3l@Jc_=igmaT-(3U{2p(WxLfwjdbJ3N%`Xd z*2gFt^uKzFz)aZcI-vs^MfTjebAJ)g#_c%M5`W^+x%`fvXe%w9yD0yn75)p$@*e^F zrEO_NmJ{X6&nXvid{Y(SVf}8MeJN?B$L2{F@$Clq<-7ezFr!scTvF1HX-bjYkHWA= zrZbGjue9GUEbzf5Cie5TDy3}a{5rPKGk9FmgSK5tq@V$BX`R~=-S3I}?jf+3m>B*1 zK;=ZW!TN~<*b!0=Wx1;>gCHXaUx+7d?)d*Ua7lJzG2xGN*jXd zg^F4`Rup?m9i0#+pS<@Gs}#;wOk^n{bBAsea`Xt=T2eB9D~fI0>@G44S)vzBEGp8OEZX-KzqM0kqRCl#`0^G*a!Y^N59U>{~pj-pzSEqG0X~-h} z*u(F;Z|$)7f_8vJs~L1fRpModc#0WXo=A@!+MR0PnW3^<+ED6C3jL!>I^(LIjp|uW zW~r#D^%1KoIoSk29S-34j0$$}EsKGqBeQ{O=i<&c1NLU9`Er1K6APE|ot-agYODL{ z-Zj&-$^GD1sbCuiJkUgtKo?Sm!;miV@DjlfqlbDg!=_7?(7s&U+*RoQKy$MQ06RH{ zmmKX@n!M%eYr*ATiac>XOKfZ`X>w<+2_5WOXp&%>D4e?8Ja#86u@PG-}jOPN`i zz^JRDeS~;df#RUk89V4?2xiMpY?f}Ax3m9K^zNk@>pMV1y!Xyn9Ci|o#=W^L%6l*CDR z$?kLUIE3se9nY&{M8ckm+G0g9@Wk7w=;-Kl3I91@&&|QneWPLnm{RB^j0g2S*knUu zB=2wS@z=6Y`0L26xnBW=)o6lcrRMafme@jLFhi>{>0q%tAg`m7h_gi?I88*>u~9+{ zNIO4HBC$&x8rs2BzRjk%JXPZ7xSkvs>v(K3d=R7%>|31lAP)^@?90jZCa^r?FT{fg zqVd+6?avoxyCl3#-T6u&^}{>v46Rq0*-HxY2-@BDnho&lkM6np`|Gx6Yu2u1`B2^$U&M;y|K}wP{d==7V*fE)?)!@--a85Q|IF3d_1a?+deXt z@L0u-J-2&57uVu(nK)1bmr5nIK8{f^7h}f3rtot2Kt`=RQZ5<+OSwEcDae6Gge*kY zfH8dA-jNXNd$2V~qx&c^uoJ-+$LKxP754C%EGX+7K9|u3!Gg3=5$8Wq>9JuFKahrX z$R4DB5xX!8p1K$0R39>m7;MrlO$>M5ku!t2a%d36P0mLysBL^vlWmw`c{6z)jzTlQs_ zvYOfs1J9`vz4`O#**K?~pnlHt(2Ex@-Xl%)wPjsuI8V-SC4WZS*?G@HwH;uFe_#s< zK$0~2_5G6(0@aTov!p{j0VUdwoqo011(VOpI{dz&l8f&;Jm;Q|a43iP&M75Mc(+7Ho4}z*7SQP&EE)#(gtq{@7 zp*TaaQdKn?#5v=enVBtMXE}%6V~mbPb8J@f35Q-}nmeK)@j*%FVYpP|M`q*VxNtt& zMOfD_A(_ZvnQezRW!1WM0ywso?a-kLTV$j)=q&yI{rmFvn%}yTd|YegI??3$;_1^O zG;Vw#51xH;@Xt$4nWa$KgVB~42nDHL8z+drAFvNbLV9xT8ckm|8gvd~C_ppU2^nE4 zU(Rj$fo6xyOmdh4n}9&=el+QBGx&_|Wf?fs9C1|FgF_hut0)(T-Fey^yLS3KdZceu z9%k-&h&|uG4ffv#=v=Gj)?oB-^ypnLFTnt9>$`zy%$cf5b~D61Z^!XYu?Y!$@3$#w zXqey+WLS}->>j#e8El8h0yF1>L+@wNtRo2e>M*VkOQjNLsx{j7RKDAJ6%|LM8i zMKp{n7Z^&Q(#e2(wtLyVaK7QC!R@Jcyl&^fHV{W0jv2YT9RaH$-NeVv6M%&gZ%yL(xgN0pTH~=h*ME)-mDc=*V{ioQXa%#f{dF6Rz-LWt@T^>fsSY#ir>H ze_!7xFdPN%u*|DyMrR}rXAx)P=dZbO^JXAiB|+$K2_lbOYJOD#a#OQy1YxK45W8I1 zC0wc_&fZD1*{0+?P?2^~?g->7B}GN-EF&CxW7J-B^##r_fAReJ>)By1cRuuFWj1c2 zly$6shQkHULetCcc@gY+sBP?si+Fe-4j0Gy6*pI{UVRuo2XeheXk@KDM7%A?6lR1K zL+CQn*^7tXVCavy&%4Cy5T{E|b*zsNpy;9Z>T})@vl?EtSfp8fJz;Rxe4zsaVuYQ; zws-FvEaYHlXPbBIFeAOf!Wj|g^jGheUysnDtg6b^Q~hRqp=r2JHnhyjX<@Vg?h|et zri{XR%_6zRF7)0(iNP%Tr-oDrVm zVTB=zH$Hp2Stit}qoac$8{}c(Cj83?wy-ytl0y@m^2yN=IE`X9qIEMR z1K?9uJ>tjA6;WmtRaMQZE38N)>O}lTEPK{uS*Qc$iogqEF-GeYIBjKbK8z0dmEO!I z3ngFzoEK#v`NtpKS64900~EHpjL1;Q3FV}H4(#ma+AuV$-Y3FyY$=utp#YQeen}Hd zMxwE8lX+GTNZTsZ6lHI^M_EU0$0#tnUs%8riNV_B?VNeLpI#){oX4p<^b z2Ix9=(vyEcfuKArq-P6L;R}yh(VN_xRXCSOPBp@=BF$JhK%@f4s~Kb*$4@V}>iS=3 zxyy$$EXbK&Nvl{1(j<-Dz~@moWYie+Cpn`7xAsJQW%ZHp^61{)UY6PZsp#bxV*uaF z0J1)#Ejl!4u};F)QYKD1oY6!~KKWy{T8tw03GlA%qvBBJKynUA?qJRtv{=>p{z;${ zKCT7;E>R#72`MfiK^f6CR2X^XSxiif@SG=3qk&V(7-#n8^d;qz7S6cTR7Dg9LMMkd zh1{Uft$ajIRK@mF#MxXtc|T8J6nY|OLgRkxT^|Ww489S+<>J#CafmMb1SYT^)Jpb| z1B!6`7qNp2w%Gdc6il9PaTzHk|H1$oz6H$8gI>Qr0cfVVQ*B`iXM&QWpb#H5`qXgB zha_4T$Qg-|LqFcnxQK(x)iAS$|A8FkMgE>?*_K4|IzcRWZRhY6*2{H=LPW^HC!?db zIxfTSAYJ^F(_KF}Nh>cW1??Lq?q{S+GA>Tqd$GlVoWs9aPLv#C)8kM$L(ad7B|dmS znraxb_EGVv1c(tE-%xE+A54&>;T;x%({TeaY$yk?>}vad>23J%?pbd9y*N1at}Vav&U}aaJnnBFBLt86e(; z`IqCIC~SCgf&-k{2?N9!O13;{5z||k4#3IG7Wo1c3B*rDuKQX8* zh|llfd(|?y+2YHuHqS$Ft*MYcMU>xW2l9|VddPv-IO1TmT1n0XXLu63#OP}}USk~4 zK@b}&6^ca$Yb>^~_XXOE#3$8~n?;)AT}f*wK=MHS%QuZ`-ZdY7W;p=CE85v*V3iXu z;{e+2p`pN`selGX){1gt<4J!C%~M<{Ip>gAJV@WXoapckv`y@f&DSKelEgGcBfIbYE`;bAwb12fVB zN>XHG<2%0xhwv|PTnr8JJOsyj`l+*2MPNa4Hk+ERqontiO`D#>SA(ue6~viJ!vGyN zD(PA$r>U>n%w|klbWw$3QW|KNq@q$OL!~k&ng>y(rA47jZ( z%~rn6lyjqUQ!m@N0}q-~%up!A6AA{-5P#yjGm-aLHi>#u%u0#t9DSkCiy03wQj1R} zaQyr~d}3kmf-{Jy5p}scCK+>00>xq$p|y!pM_J&!`PHsy_sn?P@rmy;13HcUYHX5C6-z)^yRM!_h>zUCmMaZegl+sj7%LR}7kXuX0XkW>F?`IVlAPE#W6Gr$7)o_lMFtlnmt~) zK0>54s^yhnZR6^Jcb=%$1#OaQa^)0_W_DK5c|#O_%)X{U58A`(dD>U0!0GqRCf=9V zU;$8sb2x*eUBpba;zG~u{up$&SB>4*Hg*I8VER;|juCkYf#9-;>gbyTDqmihuOmzj z7>|b)d506d&_FJKs2rg(@zJC;bLSqwFm@;jhT_U9aiHH&EA)irJZxdB;`gQ4^4^07 zrSJ*~;Hc@*BJQB5UBw|06^@t^;`-3$Xd984ne`-r>lV=V`J|W-dw4|0lDA*p`N-)> zB_F{+dbe&VslkefX9dgk2y=Xq3z+{Fdl1C4EUW)DnStRF{&jH#anKgFm;4ZityRVW z%;^d1v{hS*v9L%GW;J3;j0GMb2yT}ek}M(d!wNC_w7AA34D#nAUg?GEY8S?CtweAK zot}BR=DLkobK?Fq5;dj0us8Xj&>RU(pF?TM|I3iQI!Zt@I- zm>PrE$3LdLZ`~`Gb(aevlvpB;P^pNL{{5C)O0ExI>~#-N5e*~m&ev3J3y_B3r7lyY zi`h3JQbklb^Sw?5mk#6w)Lbq85^e{k=VH~p_FrTeVT>+_KInn}?0Hs4$bK!Xgn%^H z)6<(oY*n|SmWPb!!qkEoh8Id>jBrHBJ8z*EV)rIr5Fu6Ea*x!Se+u za!V31Rv5PylyStY9$`$xBRPX_fWSRMq6qqQ|A2B}I#KjPw;NZop4?T6M|80(C`fo> zI`s0*Ah*{;VwN%f-WL-#A(e${`&VmGwr4Z+RXMtPJ^x>ug#;1H?{d3egC9{@Q0Q4R z204otP{!^c4BY0co&WX05;Bxn@7}$J{bTpV#xp^LkXapuoFwZI|LYmbj6Yo|!Ob(< zeY$Xe5aH*g@8<}S*Ks>qkkU;>-%cd@vf&+SqiYNf8Q&3UT^Lsi=T2ra|0DLivpXxg z!7&PIL)Wcn$iGMO*!UC+t5$uQhWAW zG<`OJfSqP|DyayoXIMAk=l)ZN3 zT}NNz_S!3_Pn%{!Ve?Ed%_|&N(s|F?lojEA^?^dW7Uq8)z6pCYjoUp%u6{th6TuhX^ zc8KumSTtI~C_}GvqJr|9nkTQtuvB%(}9g=v|31<`+ZJq)X676oeoGW>)Ab6v$ z$FCfz<4ZYsqD~O(k_dOg-HebYDyZqv!rRY{=FKm) zG5qpk4aD!p_O{Dn&<6o)(T^GaP1!Qy;eTPq!<||cFkHkivNz0uFoTUg%@Y(=q42#E zWUDwygygf&U%iJ;64s@w+?%H=Itwe@RcM2w-_7j)4DimXol&mgDOI1S_%3p!Rx)WT zHp5-I`NLfxGH%k9f?`f#+VeF+4>C5RX@`(;z)0WVdSHciW%AE9`Gsvu3SW+w%uGTl zWAyt=NqPQXCG+RJT{dT1@6NJz5SAT1*!w%duFLl^(*D#8{O4nw|9@hN{*CW*x~ z_;4g!%xnD?xo1x~gH{*Qf#-?nq(w#)9&pSl2r#OFalZ1o`r6DMPwp=;WAH zkBp^=4{-pyAsqQcqvN1DN%B4Ct_V|Wkz2*K9ijB1`WKEl&$sxq#YeqNx|+p8$tamV z1^RVwul=0yxnK@xx8I&k+_1`=VDMFLm?&P)~Fp&2389(zF$^RI< zeJQ-l^a|r&uX+kn@&YRW3Yu;6Xoc8NU_E3^!^P;EAU7#o-_o|w<;v<(2kHnO$}4T* za$GaZ-;dAzm$+I;Gl7z5{28MBTlymQ~)}Ekkv7Mg)*O*_RBX6dY(^w)+T9tUaO_D{K%}gK6brw zqK;>MSur#7LA}el!#~y+B&i(L)mwWs)Ok*t!lK%AtE0<@I#ruHx$75A?KH)1j-Ax3 zx9fYn|0YxD|3)jsXZnM$KFrn^q<#z8RMF`F*omQcb)3;KgV}N=GA#L^>6*u|A?jAq zZnV_Qznt>jy8h|0XSSvOji4y=X!T+;o&|teKthp0@0OPCZ}{+G6tlsW=(sQIMs4LkkQAEO-}jL(rpmzG_ZS-4kl=*4xE;a4aQ0Tw>Y{XMeFleu!pZ>B z!p6{H_H0vXN4DoF#<*s9)kxF8*vS{)S@H43jbq?#;gP!LQ)`OT7=${-g#7%1f<5Fz z8}o(lP8cn?>NMtDnS1fZWAAyDtEN@m~Hy_Y^Z7+K9tewA(MYL=y(}Msu~&|hv^ymLqE+H(sx9PlMVl}aE_z6 z73Sd~KGO2VGz{-#SjO7zJ#=aI&0<*GL0`T zBA*@m{ez)GdML59#-i1&z6k#&!$T)d%!F!*rPC;192l~C<;qc@iET4%Z0hkFG&dK! zxMph{_<}F0@uTK@F#m}|mxnXm+?)Wd77!4?XW#PeqYaO7nY+6+b26vm;#8ac zeI%pDjOmy6_%IWh2QakdG}_c&@BeeO&+*Jv-*1pJHc*SxMN@fFQBlNxjGRs%@UB(2 z>Md;8YHvXEl%BO6{P(qMBjS#BeGVTs<;Ra7E**Z1q>R5?UVadp$mwK8J|))IylXY~ zjk2)s4@xcg-G2CiZv#EPiwW4WWfE{T6q-@lunRU9CfCZAimk4~<8!Rj#MqeYg;fFzco!tc3Q4 z-@4TS2jOwJB95ATcGT|OyS22nvrkP4l$3hBIRGOUOFz-$uS3@|lm`q@)79+@U58t# zlw_866YYt}tKA)5+-v;sAp+~fsJz^}ce?_0vyI!DdnVXxR8&@Cr6DZ}u!3^`U8Yj1 zJCc*NStYD|VVUaZmKF>8on7WGYp^m1XfqVH65wj7gvH)x|48h2tK6}5kGj>!(W3(` z;qDSjN_~I${b2 zT)Su^PFcKoFrCCnud*Xe|C*is_^~2969UkQk|h)`71uY7rK=*Ih%Zh~N)y+qPiB$i ztl-#6>#HOvT4h{}ORGW|8y{xUH6BraE!``PrdK$!$nfVW#E|6|Jll$)wDLYkV zw|=aulE}!&$S+#8WXU!zACq>{(A;0!&fp58?fuRkGQWm_njM@%+Ilw7Dj~t2Rr*@H*y#?v1x#(w-|MYYAx5UREyI8?5Mw9nJ`4pGo=jf<} z`$`j_rG}y>n=Ba&ZPl4&3ftr3;}gcqmiC~=8wd8HyzH|oATdib@J(mYP z(KBC!1Vv?@r#x_@OL}-=Z~2CX1}*&98eV1&=7kT#D!S8x1y3ysr4ssUic_tkixqS* zgW7TAvac`lDo$Fp83;GoJv_99=^MJ5{0?z-j#i(-j*4FqkNuqg{BsyxITrNw)sU)U0|_fN$etzXGe{Tuc zc$-$ncaxFH0N)g7R9H~aDm~_aiDSY}Ua4)4609E0sHPkbubFwh2j`eLcqi`Av&mrQ zP%cLDHhc(!0oAd8|J_?O9UW{-N?=ab7pb*t)^#_hj! zI9AQbfL>voY2oibnayrZe7P%z?5Vg9UHNP`-^uA#dAS0Yiony+t|aK3y@p$g6AKRC zt6b(pd#qmV^|NI)k%qgO{qSLTXzMuJE&C_#x^hK_E}7?tNAmQU3&De;F0Fo_$|tEk&IoEtnltzk3q7#Oc&aZ>MM&>#4Nt} zRAQnmT>co^>QaOfTExnrhCIAOW6RvVhxDL~pa(-H@aRFm_#-uV|1llojs zH`w`(Zc`2zUmLrI)}KFJ@p_#$V@BUbta$_X?d!u`OQN@FZeig9&Tl1NX(O}usJz;h zRR3^M2Fo8)Dq@F>o$<7yLi_?SO4V_;i}niS687=a&kr9yczt{}Q4)D`n=lwZZm_8b zZn~2qj~za2a?XByTFvb8(oVC_*}Gu2Jk8qL-Se8XYk;&*p0}C%%e}?!DSXa6a9C5uWVEW$JaNHBuk#M17Ndq**m zwt(rAA3S)h!YOFVNK!%A&FPc(VBN;fm~T-V9X8e#Nr9MLzU}%opCX0@U419CZ98fm zN93*e`%gJ)ugJ?cf5_6F%Aw@aT2-zYQ@FZLdWgiUW0Ll#^(;Zoqe@-6a^;hT^-CM9 zs7|xQ<%x)?Gzfq8{P~?dx6(g{?5?~EF&{~IyTxG?KZ{{t&)+}1lZ!?-UY$8@+O`uX z2Jt$Ah>JrbG)+L=8Ejm{L9T>zT{BXcyCKXz#v#fe;71qVz4lE6+G#tLr_v=P?6@<7H{A_nkE+ zTq3v?peCG9ASA1Po45m|u5E$s`nl#Bl7m{C&cjl-)wR5coD$CT7K&uKU}$H8GYg|-Xv zlPf`suy?>u2pPNcWz{=o+1mCb>!h+)?#4e0oSh>C>wQ?;RT{yLI6L^L!YFmiqWqtF zcQfHzsek`$jw@S!cgM%85hb+o4kk^$-&tii1EYhgw{Le7-a~h-Wb+^#kBsnK?J{?~ zmX)6v{Dx%mc{2K>#j zhxO})$J>-;%hXHV^*EwSR;~=8@wOBKTjIV^k$+f(9q92}jK6BpGe%LNBEDnx?B0?p zVl2zp6hByBbcjz+SGNAEH)GD`>~Tw7TE^~k4)8qtwtaaoVbut9QKqLR0t05vpC7`k zj#t5_8hlbNZpx!WII!i~n9$hC9%p0;h91f$pB zi9PM+%(aVF_rMP|D=_pV+#fsZr@)BbS@kq!RS-Y8c!b`!Gl!46oA;ROQRifO!q!l8 z-L7QI7Ma&&E)7u_Ta++vTnEE3Bu?h;G)(hIg~C?q&MI6->UpHXRXnDU9N57s+C1Rr z)0g=#U!LT2Szy9(2FarxwUlUhus?Yw1zfd}C}sJ4>HfddTNhEPh@BkMW@`?f4%s56 zmEsA%5y3}iHfWCM?@JFUpL$pHn%Dn=ZC164PQctlEDxH+*8`VAtE;PX-qU?qNk{am z@Aq{v_Xd7ipK@M$T+6%>^B$@to{JNmgnc(}`rmj=M`#~4A2iWyCnsf!{)qk7!w{zw zV~0ES@8zm-xTsOaVeMdrPoTY%leKch?h^rRJ`{g(w_b>XeEj(FtmZYOG0^+NrBkQ2 z@hs|Dh|w>vMGN9Vm#Hf(`%dx8hvuPc$i4RQmbtnR{63N_Nr|tggM$qX{tLQq2QQo7~KI0#C zYF-P?&ADu)>E5fNeq~Jj_%hQLmk$Nu(_Gtprt){Z!@T7UmlHSYz2cbgP*`}Xdg74W z-ta+2M;|)4eWp1xLP9qv}kofhmY(cmPN3n zS6Jhzs(Lw(1JAJ_;|wrcepbm`sW)v1%T_P*@R%`RyhpD>Q9F_(1YH2#vl4zxNFir& zqut1CaZMfNXK|&lxIe$hShZc+@Z^#)@-JQfw0#g@&~sNS4(SKWMog_^d5D^v>d1wlao-I z;~ZK!G=%cHx?s0O{Pw^88YYrHJbXM@j0U2_{iAFoN|ah1$lOq9nDXhlBdwxa&w?X> z0iwnchy+qhN^E5Ax?owu%3{Y8{j8#MoXyS5%rK>tb-Jj4+q$K>d8Y>t9yHNO3F{zA zi0p(}@m25Nhr#x{LJ32e>frigekquIBauLlb;bvg2q^GBO`C1J47?LMN|LTz2@DME z2$1x?<%VXhsXcPksmzj_y2qEr&zsuYHO=pOYHC()uEp7y z4tm$eu_@cLrC~nbcWt1GiYMzjBzo&Re%E>ZyaWzS;(m)IY`yQyf1R-v?tjO*bEDXD z|Nfzova7p$C>H09AiQ#)h0*F%-4?ecKAVPZb@+9_Eac7P;aXa~q@|^+uRvh&kOdeL zAP#t&MR%O-oKD^PkLv_B3M5sx9*3GxK_JQD3b1_sJqLa?nfRZ<&WX5b_H!Pah5wfS za^j0rQs#J{DmS;E2`ZzF9h;dOc9yHt#Wvbt@{)Xa_4;Ubq;uJyCbm*i>%0SYl z=H~6dKuk@WA?25%c%$@}?_)J_aJleKh4YXG-D>IT?u5J{%yZlh4{LS~Q3Ovf|8ufYj^PT?sax>(;?ObYTBP7!83L$Mxj}-dwm)rL8ug zO@;_0BccANA!{o!ncbQ}S{A_>{4|Ruy)Bt#ZOU zZ)=YyOADhb>&Lkl9y;bOLmtURB)Scu>ARi1zr8DyLsf2uLAj)EckjlEWV7%mV70?! z5o&CL#nUAtlU44~`LRW2+Xbv(wq(f=CeDM2SjG+`lb^k%PV^%29G~QEU3(k_ZW3TC ze6aB#C@41;?QLHBVd}!5B_KgE2g@1?K%Ze%fi?&Zi&}I z`t_}1L}i%8hoabySDh{@c^-8dlIR>FE(Ap2nkH|J1J<>sH)GY$rHq~ZCaj!vF_aGm zoIO0*ZxW08s@}bmqZ(xs>KDAZeln%3?SrHWqa1<1@x|JPSAXmG?@JM}bm`J%8-%uphsToT%N-j1 z!i`poI8H7QJPY2ytt=sz@7s4L*_6!Ck#5Q$QAW|ScR@qqh;-C3i;B>E>C&Mj;o*~Q zFU5^++_E>%me9cQuL14=MT2-c!Ck7py*_&`CUVZAr0A!9A6gdAox2NW`Bp`R(m((F zlks!A(P!oRPoYf1c^fXY!UBsK%qfQbw zSfk7rvLZsd!UuhI^-d6p`o67NCmUGa?Q-!2>?=a#%=+ zd~MdI$rUAa1a#IJ=V9CA`Sso0ilL9Ydi3ZaEkBgv&*Y)$Y{*tBui|TK7dLNlb#)b) zKc*Ll_Qi`Ashb)Ht$C4gZjN`!^XCKIQ6tz=6r6x3^K8;&?|N>Rk3PnW0O4+1PPE42eveJD=+w;IVpU-CsR)E%GQ&W{lh%h2SH*ZdcyAu32C$ySGqdFlRJ}bD3pkEwc z%hf>nEorLC{`zrq@2J+ZI-= z_4N8t^zMfDK^xn%Dm!kqmzOrcX;{L76!*?tE!61k^8NB(w+v}~wEweC{>fK0HSy~= zU7@n#x6S23ZLl^`R8XkqR@S}DG^X0++vS=_kVO*}p~W^(jTBF<%l)xCcU`H(%`>m; zHZXx`A>Go_0_b=)At_T67EmEcym{?h2ktVjL~Fu?JZh+&j1utpZkLtyLlL{3J_E1u z)w_2Zm9F02dZ2_?_4OfCVzbWKFUn~7^l1knYHt4P@vB^21DRw|nY5vc$wNa-S5(9W z1cO9Dji7Xe-8N}>miT=5dk35ScMoi*{^GQDp~U~v_;PT2Yo4(uB%+`JKxcPEZ(~{h zUgJ8&>l?f3$_erALA^Wn zyfk=_g0*IC9XPY_q;cfw)9PNX7bnK%WCc!!oSjTKH;a$W@viOj$=kv;?dG5ZzAxxF zB&DRh`QB+&)MgolpU<7F2Zh2ih7}5IsBT50N4}4RD!;Y}8A)!%su>6}Q6F1-p?|Z{CPZQVseb zXJpgL(W3pw{G<#BOoZ}$BupROou9W(unkU`kl*=?gUoXx@FKl&T$dchs$eEa$R z`zzF@O<%uuwp%}^YeLtx7h)b?N*kKx4g0wiMNHG@&w=Dy`V31bc@$EWww8O1)DG%> zWkp3mZ1m8r7NQE^==oht9&4-;MOYinN)SB>NLsj4a)ZP7(L6h&USvz2Oi3foqexwx3}`+~^C zkj13Da{I3Jv_y-?=96K-kyc{)0wl$0P&A*4HaJ$Vf7cHV(Jns?dlwB7!R;nI*!@S3 zw1{u-A4l>wM;aTS3=S5&1gg?yD^^$%Hg#FJqncPh`gL11vdmJ@{5V}*v=jMdWd~UJ zY0d1DkWj(yI9-X1m|mdMl2_uUD>jPpuZrc;pPy08@yLsfb8>R_&OUdVtJx`!oNwsx&81YqK(-;esHI9>dlPF#xlZVn3XudEzRMTZ=}rZ~Vb_ry9C(|rGH zyFb}EIyr?J_MNciSr&Ka6+K-Nr!NBZRtANnPR;ijxlQKj*HyK#l0iGa-1QmBg^)Ql zd|pIKiXNe8YJP0S4YHJisJS6DcQb^Cie@Om5&FCJW&7{NUX~7RFLwXaNQ<$qzCIS} z5#9p0V`*>Sm;F=S)zs7=f|gPrPP4L_f@&ziG+*gFqxsvz!^5RV``q&x!vAQ3fPu4> zt4Q}AEg1sz5|ZMy`*jTs-9U4Rz8!l0AaqO;EGJDJg>5o^ArLWq*b$#z$jgh?IRkF0 zLx)OneIa;Nh30v^$ETRW-T&0z_h~>hl>~XmlDAU1-yy-lSA(L`Iq zl;Q)hR77=j`0(K+h=^1-q>XnU!eG+E7sKvU3=T63nYjP3(RKZudw;L#-hI%z{6%Jg zd9cmN%kK8}<)uGVHbe_EwL@)Xpyjk_(*gqpWb7jOzZCV7KmY7(vT58(507pnSxL{~ zCqHRF_IGx*s{fP12u5BI39mkW?1B5~rM5groskEu$^0l&s?f1alFLhB@}$E_{~x2E z<7dsCJ8ZZYfXO5K8!3?RB)Ze=s-qob0#6PoBwI}J^)=)o_3G7YNabffMiH|VjNwTY zT~u5~*<->ms_U4zLGE7daE%h_Hwj%e$g%!j0AFk~a zUN5RaN2kgvDG5}U+o!{;#yaTro%dql%$YMOwzs_grrmPk^XJcI?(Q0pZ=FH$Zo10a zQ82Qac6jc}A$#s2%0aT>}h#rYwk77ab>JCX~E1Dr{}YTS3rd1!_3+ zU;xV;r?}pZX71mRE4gXsIt@YsKtV}2e(YwZXuU&+&tI@0{`Bcie7U3vAxsspNYtOe zqDB7S|Ku#0oG%OgXY$fpot74%}o?rmI=<1`EixU1$O3H%Xds&q% zZ?r}4Rr-Ys7nCn*gwuMxMcNNodVxT zj1YC9*PD*B!hf`(0jRBF#94fV4O_HTwt zh9BBy8rv&2hYNpR(b|{9z9lwi-StCeAuLX&=d771-64x9jsb?!iTm7~a~~^*|MuD} z6=rns;H1rl9t-|(ZMfTivah}%i%8+G-@F+LjiekQO~W|{V#AZ&d(=y!qJid_I%7t+ z;4YK{U)N3Je#rN5oaZVxSLNOPiW1ubZ68?SEfe3n)5lh3fnhMbsVjd4n)-dEN0fGp zOtqa$?g<;;^C3nGK27>QpVUQ_AevzlC-z5izj|F$QAx?FbxmF5 zk82%BJ{v~!7>;`f+QV0j4&4E7X|o*d^qDiEMS~~CUXO_x2(1i*+9krGWXXa`t`TNL#z4VeCCBC{W!r8=KCOgtB+ieN-7#TS~G=N73*1bhFE@;YQBNvcm=$Zq}j& z*>i@b**t3fEVLeZ!Mq-hT3=KUpQ4O9y=?#b&hR(Q}4d^(G5OqDByX zU7OvVKb!V*EmR;Dp!BKcb8be$t?Zn1Lf=aj1#VB8D$PpY6vK^v>+e6DyrK`C?z~%p zGOi8ZR8@uNbgg#UkHu4`c7}o#R23t-s_N?IwLZBOS02*5gLzSqdm8aoE@h6qR&JZq zzdxj>_#wIf{*b+!mX}}Zrm=YE+t;s`@bCrBV*PJ~g&9K4!r_#{sOf9021~m(bWI#+ zZHVxlLZ8%AcHL^wf9UfRW#XjRoQwhclF#;B+%+jL*Jq@XYv!R0w_&!bZzhYLp2%ke z>m+>VsH`X7y}c})QC+z?2K$xV48Of$gHBXTOay3~t1qb%Z{4AHvuua0Gw5m5JxkM} zhy^NFxCIw-#3(4eKiO&JGJ>z2TM<9|d|7a4=nh~NFZ|Q#o@2=Q ziIe5RjmL2{*gm2zWCqo2v2dN|N1|FAdKiDGWhTR5nnS#dF+z^ z{n})O2*srT{aVMcTsg=8{n`stg<>&6V_h0%He;>KrwHqS|Gv3AuDQei^NIeykI>%p Zg~j@Q-7{1N3m+V-sWZ(lnJ(G!e*j~Y(Y^ox literal 41210 zcmeFa1z48rx;6UQ!Ndj=lSWaLkXBR>QRz-aKpIJ<4GaXFB8Y^5gmj5?S|A`H-Jpmx zsFZ-f8PA7vt$ohkd+l}pz5et6=Q`)RoR>_#dfzARd)#A;`|+O4c?sIp+g4L36k5sC zC*>%VrO6b^VwIK4@f*vpySCx4rB-5+3M=t&TzTm({(qIlX;mu-=b*IC_@Tm zH%0Q~afPcvgKgI|eD&t$zfbbJuG|wA9mzV(q07eZZY=lJ+sj|-(+x4t12rdN{H;yo zPMRK$dCO#~rtm>ba(hY1MLDihB^KeWJf{xZE!#kMNVq`sSMcbl^|9mctnMfEbbZqO zoSit6E!rc}bH!&;W6~yYKmGkvxEwrOkNZE>T=Q9ALD=`e@p>z5F|G58T?1rCsc>LjCuJ3l| zPDiznO@FOyTei(mGyQ&*-KkCSnVFgD0Xauszj>pWpvI$_Y4NH)-F8R~uRkRr;Ws@s z!n;r0qTpKIp$C;6Gm_o70*i9zIE~w;E_K?++v&=0a)jq+& ziP9odCtc=eI=cJ%uD!{&s7uh={HP=%I+`^>yFg3Zd8*qq7HhfnfChCvWZKontI9h} z49dQ9r!${vot+++x3EawdA0L;i^ybJ(SuzFrKP3w#;Tw~ zasG96cB;}PpH^`Z#WiOc2i8L&Lsx%)thnd4zPXu^f*~sh2ZuP>aPc1#6Zu0{>U#S6 z{c%b8)f=USWPAHLeDe34xZN8S;#^(ix&5got}62;SyY7#@{K!H){6d0{_yqnyri7B zQ-b@pz@VV`hx;UARa5n2RZ_x)goW#JuUVZ7;Fg@4nqrD|d39si3zhx$(|u7=)~$21 zGj#Oy%%Y;ASvfgnm6g(O?yPONzGTH}2A9D`t`-sX;NW1RrWcX)oEj>hozhpYUd?Uw z_3X0c%VRCOOS4DvXB0BbG=;yv-KdslpZ4abu)_rF-o0XE{-%C(+sw~S##!}L*yHb^ zq66Cb8Yk|oQ4AON{LCQzcg&lu}f;sFi#S3nr1zC zP@0X6E#T;tu=+&JIK?<6x~-wJA2T|fIk1e@FbHhQ34ZyKTX?!RytKSru_NE9E?)J> zPC8$N#C#bg+g$P}fd-dv7>4y&rew>=M`A!ZDg0^Q5=Kl=Kwi!_B zHQrx(cm2MXSHEB6F>lwvp!waobH{mhT-mfS`M9K{r2UtN5+=F@)BPN@JC4dMTehsf zDK+Z$A6vr)2Te>n@-?}*xa{YqdQ5eTJ-4%L-n@C)iWOw^`T6e^yrH-ep~4QaRYp3Sixdf_J5RpcqJum8Nriy@A$!?A`}GH>iQ%?5AD>N<%H~t|A3X4T z@Zf=#%dAb#_q8HFLtnps?e1h|tkXR_tkvtDfU9nq6XfJP-&66lhUQ>y=Q=G(InQl8 zgU+0T0Rd;3@#7h}?}>e_SytoN*v3U3TWvr2GP>Qm6)hbiqLy;ets+Ep#3FuN_^5Sn z745=>DTcxsgbGEpdDl!5D>sF zsg`4#Kqj=x<;NFE&3s2yhsj|@9i33kkffv}(?75o`PNY{f1o;2YW1pBvTAAp0et3( zSU?EYie_eJSXk~}UYrx+!}W@1nVKSmSXd;ycPMR9Rc%R4O&u!QJnmEEEs}So#GA=} zAR%L{$smM{o&AirLcZfQ+AW8UnHS8a$129@+c}Gh7HqHZfBKYM5bM5uCrn$?>#z;U zs?W;KX6N9LI->u9wVp@V>Z=DM8#D9s_gu`6Vyfs=loK^l#+OiB9jIHvf_-3lKYn$k z@od|+_}2KhZ%;->MzRSBY3y?Om7>{^qFd}f%PlGyD;Md`IFlD{_BLC&{(Dz3%}|Dj zVWmJtON+X<_2;+u#ELi9Y5Dx4{oKLx1^W*s0R@@2e0j7$rqS zM7$%gg;{s+?##Aw#;lO1-rn2DbK&*Uoc!8ah4Lp{;VNm0@hY;+k0cQUe*E~s{&C<% z{t85}10SzYD4oOab^?kN#;_~KGTwg|_Tj_XJNbwV9o4NX*6jF`QF!Xhqcu()PLrDV zzWx{;mCv&5w*K<|;l*9LdE*E8`Ln8=jdN@?NQA(k&i?FrfW>9A#k`GUK%bS{NDUD(;y_4I+RFbsv zHtYfh8a_{eO<_!Px+#a`^tU%_hnkg>v=V;){HY$$lHK%k*OCZ)gVA7P3R6IwMwTVg zNHvm-d*0!AWCWwu%oI5}xtAtQhja1~oYcSV*RSk+e9Bm6?8=EjjD|nIeL@bc$M#Eep0&TDn@Bt4p8dQf z-89v~=(A@o(zB(NRZZE!f_Nln!LiMoHf>V7&xq+S>FCf-Gj8CVn8Ka3d8)6J-H+5& zcW0M#G$Ma*$o#J;(_OR_ikTwf)y0b!$G!%dvkMDrB6HQ{JI#!h^L6x=u!LBzbUqV? zosOV-y&cmrJ60o2_TJ$mN5<=vwPWl?+SPKeUb*+xVKAlG$J;v$!L|2$@vejQTvx7K z>90=+47TrQ8y{*>#t_uE=Q*S~PFY@aa1gvDhuB#cz+=p9+KfLhC6S$wAD@WK|FROE z``M+I@0j%_;jtS(7UAM0OGwTqsVU82TUgs08k9qvCj6KG zu_ZK7Gbh%dGT5j+H_Lfuh>t7|vXIy86k?Sm3E}KnkG=c$`2tler`>jWer|Re(4@A& zW&Wae4d93|a;p*DV(*Lr91UPD)zXZ7?I(vd zdpiVArOl?a)zruv*T;WEVo9^=IgijTC1^WXb!*keF-(C^X8rno;_u(RJ02Rcp3-X zb$WW5T0iamoix+jCV<-2UTZ zx@pT;h2Y5LrWbmaSFU_CPRi5YuAFCYL!jjY(YZ{l_px?|kv>0d=a0C*`x@638y)sZ zlD9rSpw4~i{W>xa_9JK3lE;%_wU}#{KP|2{GAdxZ;8In;K|oC z2Yaut*r~IOp3?bz5QB|Dsj;dQj>@v?5y%M&tWMGv1u{5O{9so`f=;&l9PnsA)~o`y zJqFrVqSACJY9OSqYNyGzsG*h&!JHky&MQ(DV}rMHA1Rdff2A@@2M-RS6f9&AcU4^eRMbTa zfwKQ&_#JH5{R_}utoUnBk1>KntZevg0#_3?1#zkUYn1<>unsu?`Yz$gAgDy3mxhMM zaR2Oml3tRN59N(k2xeP+5{n56w;8C%s=Ke{`2AEKmZ$yadn}u_Y>7rf#4wblPfh2& zy_jz4=c=R~L*})LP=g6_XmlKNT1Ao{gyLf`!%x_5)%`*@moeDl()5MRtk-J$jQr( z4dHy_l_kH?VBV$)??_jw};SpyMNJFH*$u=(P;re%fKu(Y3}ZYe1%D@$yfK01P> zLZGWR_q89FP-T?xe)Z&QXSG)JV|*&&qy{VugytnABy{FG9rbf|Yvx{+1#s(c&&!Eb zi1|EdDYJTI^6&+OdwC2qLvw;@gUBL7iz#2vojFro_3VVXlqdD=n;ODS-6tEw z!0)=;F;|iN>g)CWcy~upXMy%n`f2Yq8V}d=^Lpoja6)oxD1Q6oRgHIexpIZ~(x3 zw5L)TpxZ=xH$W{O7R(cc?BV*A!3iiKS`OSmff|XV!X$}$${P^x#*G`?7M;hCHO{k0 z2P>fLq}#kX3OJ!WM0EbK@m&uOAK+TC6DR1lZL=>MZSx$iYoHDN`L`i?=rHB57oqI? z_wS_@6}Gl)ta{A%-(9?7yFPOkX(4lr;QYsq~>D6(fOhie?SN6^t2KM@+ zc6N41pyz6ypX2Cur`{*UY|SG2AS2|NHG%J!xTY#b%N$3Jw6@(!o}OEaC-w0p#`s}s z8O2o$%kRND!owU|xp@CkPn&M+;`_BP4dq#smr#^RX$Od*XTyqD=GwNzaE3`A_lm>APWJVVmgax(6-Y^~loZHuUy>^a#;%vwbdy@a<C>A##&f@>PI(>iKWmp9JD{GdbA9jLz1%Kyjs<^NIZz@FwcHm&X--0Kwh59RmXITJY>(GKmV+UKqP#6B(O>;kOV%$ z2zPRe{Q%KIYVn4GrDhX4m2LV|-lk^5tl+ox*CD%U#BRmN`I~cyHRd z(@c3ZEvd|eS5U)hAdUapj|j})SmBbj@5{=h7zC`V05+I3ohs)hG71PXDrc{GqaB#hO}xig8>}34oIK z*ysBPNnwmaExqL+hk$_E$B!S$m4=8oDS&f}jEWi{c?ab$0a2^z*c*$?fpri>m6enp zBVB|oTC%(s;Ji7@Dk>~Ie0+K!sin?3FE1oeWse)4 z9yxH}+yjy6XkhZX40CNB>n1x~ zl9;3(vjTp%WSA?X*h#d@qT9JM@r*A!8yA->`3AL@moE%(RJ0p3H8u5DJ-eBkm&bGU zo6b{yEAjiA4=PO#x20Wpvs`$x)oL0yR*P?^+q8)l0Z>|a+=th!H5z%YxtwnO`e#VM z(OAsej#`9bcztmDs0EFYs-`De%uPcULWUH=!_DM{N_UKxXYJax04?mk0=Unwe0`vW&!qnmS>TtzNrUSwX>v z6cLgjS*|Z%vm+Xz-)W-BfRJ}XMr^~Sk;dA7ir}XdqRum@yDGM-GasP855~eLFfi`a zeflQhO}qE(IS#<_5^McAhK_%!HZpQ^?zPm#ix-=i0&mJXI_7TJxRJ-Avv45T0p%0Q z^>hly{{8VPJnCfHr+Pvfg7~dWOo4#qRaBm2+YZHYYG$)CF}4t(>AR+QOLq+95{PNyopYH5xc2lmdv-pZs^FmM` zWUPSW&t$@k3EoonRzNmXxA#0Xw9iI(JD*uCP#xWl9fRLamL0#jJOJG>Zp zjC?e&GD*5jm1#3-YSt+>59f@CfCXtxqunW_!pX@gU^g73|KZ7njMedYW2|OQI^f!n zmp>?)*49>TpuL=LXS@khG&MafkUL3kOhyT1&7qaxk%2}wJLKl%K8ayX=Be$`>^wavqgQb8>4_Qc2Z6Cn=|-RBxJC3j*2G8sVlX4WX;eWqvjr*a++p ziiVJo5Y0^6Pp_9@O5?y6ru$mDC?sm|BSFrj*RLVhE>6vYTeq_9+O?}i_uQ2k9+O5H za16>uMzN?npPRL1^Ly}vTHyqf+xxs%30y^1Ru(Xv_lwk2kW#W9ud_coVq<_PNmn;6 zcnrXCA~0^CE-Bx8>21EaXr~t%nwm*1lOV=goYR+^g4DwFKXMmp7@ycnvS4Z0&!1P{ z6&G)w&Y_gjFW&DH0O$s`Ss=&buqkfj%(-)lKon`Z#cT4Wz6RP4r8Nu|shsde{k7Tn zym6-$;XE3ym^NA_w2b@R9p~ABJy$h{>1*=jFpf{+ICMxRkk8!Kk`zy_S5!8iHNoJb z*s!$aXFWBD2pLJX{;G}4(UOmtn^Sb}Y~wSFha>=6_m!Cj`2LDu;W+FgI^*`vP94c= zkaL>x-;rdh4;K9TT;)9VLl5+B+Xclx$Jwqism@-a6?^pP5g89ZB^~=CJRRq?w6s>Q zTv_GCAUOQq^Z^-n9qy$ng_^8jubw@7M%anZ@9rz687Ur6eQ}atb)l=tn(x2=C_5;X zoqZ+CCbBvW6k-x!QP1FMnOE|t<4pGf^%Y3n~Dq+Qd2F4NAn$x8H51;b)_g_=2 z9IGJdZH@hXv7jA9c=VO7qBD|`A7AK|4NjBn1m1_otW^bE$Nq^RrcVO{95I)8I?R%C zf4F0DZd$+oLQdolHC0trkUW7K*~x6VRu^LzA6MB=kMOm5$|v7>cA6kSZ^lz6Pxg}1 zHeNNANHJ%;cRGGMPUV3Q<+(i7s6SiIBWEQqA~g85nVG}9KPYuBzd=Q(85$E$`z>}l$sp6QrRjEG<) zd4hy-fRYFRVs=o4L?nSEU_2?1o10rpDoj-3zz~XWZqs&u{u~AhC-&Ot*Hc;{nVCnC zbk33YPfrZR5sCwekFt_?)A51B$1HV?CJ3R-R3m=aU&wBfbpyX#myv1 z;0-`E(PzL5vmy3W*;iLee2d` z$TkF<(jU~?4~2#dM2O2=7SNeYZ_#IxwX~e4^qfY^`P@O2GfvISX!8|feaM0JCE5Z~ zwjn|?qIN7HSdb{=F1)$DreV<5)M&V?D;!y$4d8-?et*@}Xpi1u|4mSz%*{sv1scYS zHuH3Vxgce7-u&DQ;d~HRfc!Wh2YGHiB97@g@ZFfY@^Y@1$kke|?PONvt8Bp1;~8KzfEXI=4QG{K~U9{qE`iP5iN@iDzkAC<@qPZM^ds1Ay6o3z_O+pLBg;6{Wb9`WC_~2)Hv4zk2FXUt0jdtX9g_=E>kXhn_pO5YcISD=0tYDaYveU|T)orU!#WWS1iy}Q1q-+c2A7kGY-m%j?)m;8Zr-GaO z@8@nm4hcy@Mib2O*qfD^`M#~K4ai*`+x606f9M#`E_znJe^0hBx8qL>RGbAqac|m+ z0H(1o&zwJxa`N2^5FL;~SQohR3eFX{nPaQgVJ@&p$KRyyvVK;WDRo@9>>7KtUX^Kw zbjP8;yZ|&Qq{IN>BwbQcGTrT`?c?Vch0Ps}lb(~JkMHW#k|0&yLViPm!p_b8@@=s;YVOUeIp3EzoEz@;%qV3O zJ*d68LL<|Z<1O>KfQa7S%c}e7)66@x2ux*Hhz`YMkl17o7{+5atO4e@?eXZ=>ql-Z zeNC#+(80zm{U}?e5jiv4#8j!{Z2JnuV(x)Z)Y0iYP}!x`uGuYI+Hu?6tUxN;TK(%( zL&03+y^SoT!1H9If$-@%#EjYn0%1nC-N1Ak*H;ylBs&)hkz3U4Oac%oe{+ z&?fF5DmW>b4SJU@T}DYscpgMc)yn`ifaMKDUu)jDVMA?}l>t!}Kug(wd$oecre6U_ zcT>)7un~Q}%387rFWsmao}UW@((22$>^^f(TUtXSh-j)Hj!NIWIWadkM>x9;8xrUA z$UFjGK%ypbRX??9f<;KEmA4W)2$=^SquSHRaUhT62I>=l=;OssL=!&Ngm(a(0f59~ zk_-?$V^L@kkc;A&5kaAOI0$ce#CR^~=*Qt6W7UD&^nB6aQB)|3&@D(+gNQ&b_#-II zGuA_-q9CaQNo(iMov|8OF9`n(y|BeoJ@;zL2mMs7Yu&zLJtdWu%8_S$fedNyOdi5^ zMf&yyG6CNM>ElS=_oD4?&RTdm0k)|2dO^7Q0xkinAli%NTtR^U`2OKOMbNjt2eq|a zrfWigaBu9@HUM{OKi(fnR-)t74?_7v?h8j0x|4#1N=P=`uKtV%ABcF|gPgOo^Rv+q zP=thb8!ni4CZm8gyoQGawagq~M~fGTivuWdlu;w%-L`EhF0J$ZX$@L6$dv>Z&@u=p zV1P-fpye>c!^FhY2Ny#KAZenYfwOb|&TC)R6B_z}+RLis3vYaUeIrXAu^5B2X0ks} zZ%?=aI0@9~IFxEXhD-Q9e*FBmARMcnkw{pI?b|sd?Wel^Op7xve|$aB0nzu-{rmSJ z2zB@LMB(lTi3#3UNli`d;q|vjK16C6A8u36bC`ULSE^;09q2R4oIq(i0KA^=nS_j! zqOC2Pu}fTB+z8Z^eSb{U7o-F8{3-F2loYiB=RAON_cRGLTibL2>)uc-U=CK+)6i%d zV&tQI{`@nP{?LO%8u<6(QybDB$l?POk zj}Zl=@cNQ&d>xcF&t0Ngamq>ckO2k`H8iCf5Vo0cOiPyk0S8I_>|}@eKxJvE98xKq z2#F{g*uciETD1zFM=U0&fZ7~U9HUZx3;ul{cX& zuL!`E)P1<+KLu?1BY+C~F`mR4Kq$2B`P4MxagTy^K?LgReGi1>!n(lNl5LFaI{DJ#| zD-xa2ZePY(i0q_fZT*r2JERccp_at2-@aL34Ehjy($XsZj}(8h+AX<}`D~RBo4m=Z z=sKu5&w)kykcjF9M{;$IU4Uvgq0Br)rpq;FNyfUx=WXGik(49Q&AK)B+9;!BQo&sI zfn0A!s0joKlUlGh{DIlgO33~Mfr4#rO2cX|-t!@I{i704h#6ux*Jx{ZY$#V$xs1eS z!UIFYJjYljmu}I~Tgs89W4#~Kzn#feGk`>g_%-B|9Sr#Z`~EZ?yFyiPk_c@z{Fg%h#{ZfqwbpS2|#N0J-A88Pq=G z1wETLJJI5nALUKzO6rKHKdlG5N>U=sP#@iB=I7bMju=$a7d9CmYaa}wRn9I*mH;r}VtLr8KR$N0jK7VfP|d<3^?c1Pk@ybhnesi!SwsS| zfwE;Y*hrxBn%O;j_5>W(b5A$#Ff*oEvqlNk^~;OzRzsg@@tOfAK};>4Tex2HPGCon z)sE71NQqCANZh0@IpF|+q=4MB*Vw!<`56k29nHpdu}skK)bl5{)%2>Z75aAU zo)OV8Nk%}@F-Ex+AYc=VyoV%ukgU;IM3j`TB^4D)fxMK!&KpK37*&iJYozCGKZHI`ZOmu!q`hZrh3bFP?#Bsa; zIEf-PNfFg+08>gN>TNnzi3<*nZN2vN^qG?0;0+42KsA^c3odXD@x8sh1NDERJ_OB& z74VPTCh0RfT8Ar-U{okwo%CXbC5Wz!l53;`a@G&TG7lWM>vGAopuL~PxC7v8^^hod zxO+y}lG}vsUt+!!fdhzki}EdmN<1PcH%g2D!iF`GHaL6kTpbD(9>Z$Jb59PvGAjsw zy(#UZ{S_m>2q?>K&qf}+`napDce?HJvVgRL=mE`I2Y!>rLjX-Jv0+3zgw%yW_XA=Z zJmdl|O(Fv9mk{GO%yEHv!EP~d?cpiMH{0SfbeWl%*+G(i`t%74tO3MH5=rLJ_|j>I z=8qOw&xll#oAdySZ}9?g3yZ`M7w*>n+9ttxNoZl=G1dK##X>e+?JQh`C21F{E)^{A~RfsEj@5jZcXdv^ap{0%6Xp?E6Bf3L56^+;NzuS&VG zClrD5$G2})5Y)z7%nSI(I!b$pHsopr$L)C~=zTs(cScQ3ySo#ccap+sMxt zpGYK*((H^jyzO)W?@z#NcP*!J#TNOE=5G-KkWcD}PXiTm%lPcC(MqDHlU;)HnSY0I z+dzNU15qV#wZtKTKqctm(Cw?NfRJ(b?p?7HFAz}hT|>9i+TB6CsCtk275s{<^1azp z8PWhWX+Dz`UHJ+-jt7>?J6)QZnx+lk9|UHC!_TTZ*H46%R))qUG>2Tl3-uBBNpd38 zXN)qjQQ{`6u~S}}wFxjBwK#@pOJUf!V@Etv(Pg|0ka#Wv0>FF7Dew%X*$%hHU{m+O z@sjr`YaW7yA&3RFbQ6DAQ^p&0AFv4us*`#LaXlX7)eDuRPl%y}@PW^PtXjY_bdK(BlAHv~u9! z)2@F1yg|DQCEa@@7Eoo6LB0N(o&C)~fMCFai2=R@c6|ydwHEF=qU940VO^es9TOwt zCVo5YTjCKA9t6IN)JqV@q z-wztCLKS@(Lj`Iw2o{BC#CI~-aC8yc4_AX&S1XBS?87+TS0h2_ot%;UxDe-QNnisR z_&4+6O9fufsj7TcFgJdX;CY~Mq6!e~4YrgGssUu8t0|%j(Z!8IbK5UO`KNwcg>B9N z5i$s(0~gH7&#wwHM@CC47(8$ooTHapGp}qDu#Rry!e}Uh1|y>ZC#wuLkKE1Wv|~lv z&3nyVW&%z3nZ~`II6^I3;kw1@GJ*q;EPEnSVIK_KV+m%RIQR?24)F#0z<~s44d#%L zR$$RcG&EP|(kD_A2i6mZQhXJV13U|KP&_qIj3|*@h}vY9px!fQ+<|(CGF<*tQ2Bw- zkJHayxe-Ov`5Z*LdH7+*9=QBEK~^P#9*ZQgieQB>X|`FBb*ul;+1iEu&_F@K#_Ql-A8r{R7&XW4NtgqcZg_bghfy4et5z~ge^E! zVo)29aREJr64QP-t7nimWO8h*76l~rrch~^RG3AxpHiwTWFhDQ_Y` zDPH9nsQx%)VdBg6O`V*2FE&l=x9X(-O_W!|p0s0PkgX*1*DuG}^n-{yD&h4PK1ot?5wS?FHAHr~ZR%C9*{cB7ox`gd`B)3$A~RaI4i z0XHpHlILW6o*LU4DgWT?)`!z+6QRkdvcY4su(LTI^VO;ES3Y*yb+OoDlZ?Ma{Y-VR zRN8(Awe{zzU%{&P-{{TA63C(GKv4u+Mltz$o`719I~1Dp^3TMUNfPtQQ;k)Wqc5B# zNSw70fluKa@(Ccc2(+_`rbvqGQ<9Jo>MJ-26Hqw6r|^dScN(IegBMuOdxhXT4B)@I zsf1j(kLJUN4}X0BE(^i|_K>HVR52*jqv=26u|nayAP*nef6qu|x-D?0l>hIx#E7K? z!BR#{ene@AklYCOdQlS-)&An@a4RmArm*c(lFMuyEG*AZ{|^Af)P)|u`O;LggK-Cg*acBrF38)1?d=n@iu z#E1yLF^;T53T1Nj;`qb8C^FsM-Q{4tCvIs#(Rc6O(FyQ^+CaEhM2YyNuP+8z%Mdk; ztu6$Y?x7*mhOa|I2_Tl_9AJDU52d9ldQ~7~h}UbVEk_yo?G z0zvUT{RtWE)v1*tao`c7adq2{=zExIVDCUVjYA#Z+)OI{WlNX(^bagt;h!s$OC!*m z5(Bc(8%}AtFPWgXO6%$rVZeTwhAx)@e}iCINSag}k^@9|UtHYdRZl~` zlHqfSU}r0=Km!nS*t51~+o1zDF~J{|wVf2hruOaI#~?;r@}Q#IPcHcNP75{+)+T<@ zv^C9Y61o&0zppU+4spv34-c;y!u)59cepPIqV3f%XX2s3v77POqCFE1hj*P8483(_ z)%n(YzyJTf_HJeg9>uuklDtU#5)`jCw=6%yNvo2vh`m1fUlpS{$k89evj$}L~}2N%oOp85|JGX0)_r_H{( zQdvz|6`ae6()5?zY$4fEWW<-MS~it@;TmiY!C`%Eh=I^bf~IH zk2=An(O6g*&E8|piR!0;C;u^sqk2Dx za!Wb3m2P3*Ff0T*3`*o(^_2@z`u}EU?Jv=ZVIiT|A3F0tg-?jtZdpw0uvqN%Vb*m^ zuPwVD;l62gbm-CDr=^yuWw74eeM%Gn9zRv~WyhOID@`pPgLFapo-aWT!9CE43qP`=S(7|EFK_zYP;9}y z`gd48x(%Lv>SKo|@!FGzm-uz6t&BpE2>+|0I9&FxhT?zxacXzl7FF;ey*KAO<&Y%j zR~Cu7m$b{FJhqh}023&bado^}G8lMb@gi9k)Ww&{8ROPr+Z^IbCB`nkHtR>6nVpLR zy%&(g(Y4Ez))AL4I?QUeo97aXW*>Yh4K@v$Q8b*H#{eU|xx`UPH-n-iMjApZRs`{9 ze+@9^HmKNPGu+xVti3R0g|?eij@Krr^AWcd(J7q2-`B>19}^tWR#lBb>)kP8%_6T* zR8XjutL{7v!&GtC!^)mVl|89~3nbDUoJ^!@{Xu; zQ0CxdKi?j5EuqCp)A5Jq`yYSc1vJZ)4v^M9k-49`q}ukrO?dF$p6# z(V+x&@uh|0`7{M=(E_4vss(3%Mef}7EwelZR{qWS3}SfVMrIo5As_-tl_BUx1Lu>U25 zfVQzAya7O*ALA^#g&KgnjFpA3RwTfgGz>}@#D(S-4zs4ePY8)?P1ca~?&xlCf5S00 z@jN4;Wn<|^ADM?b%0eyNtBoU?zL5oW9v2dZtA=DQt*6&aeUDkdSy$Ix_hrTvNtLf(p9_Qkbs4A z0iuN{M<2-Q)a^}bAQneM*y`+IN3r?xemz!FW404ICylBj?s=}lIt$uYy)owYxoyo1 zOV-H7%H`~%P)tr>{-~Qlq!RThujxXOy}uMDrvo? z97(kh#!0VE4B!iqbTv5r7-K?1kNIiZ`h#xJw>m@JP!xk_g|T{CNy=JDlP`y`6Nn{- z_TIvCLFJ})uGxcV`AZjC*zBR4&k9!)U*G_|ehnbzDyO;7$yY_1Z_qcln|WcI{_N9P zePNyO%wQ@?`NwEBUqqNNWsNIt#66yFs!rtgqAd{gFXP$?+-`T7cY<_y9)=0F8JW(^+H7#6VUmX5jSu(kHSTCq#v)Twt{N7TU#kX}o|1>A-+KO^uJx(>-> z!!o5R=mFALaA}G8(?(cLh7cD?aLJ#WHkKqk!F4IR5`>TgOU)a#5V$OMBEG=WoQSS$ z()nsjt$it!pCvlM6jgU`I&t;Yz3IT=x&9D zTdNSqBKzfB069H>e1f!o!cR-T@oAnxh?5em0T5R5iTN=t^vE(h$>*Lg`4m zlA>ZHs+L$Z3#JA2559zH8kB6o?X|l&{mS(07NEbyPAs@nFvTRnTt?&*Sn*B02^#K0 zZ&nSA5;3p~!zNh%)yIGr`UBC+c0Q0O+Vb~ry`R|-rakw=kJ$38XNEEcvU-9aF}7Xp z^7M`%-G1m|C4#`y^$Rh3$DQ>mX(r&EnhRVCi1|SH*S9zJz0dBD-c3@2iiC_v2pdRB z-Xj|f9iGG=he7P?>odqTzjiGP%+yX|0SDvI-$B>SQrP%vC zy&0kO`O9!v0v_K^$m%qOzIY*rG7sJ0N4xChFb$%;Q-nMwl_vrc{K5*@M3q+yAbu*K z7OFvK9#Wf~q=2dnQ5Olli&_UQH&BqF2o;QvtGs2Pets=8Rt{m~(WlxAU08{_tGX<+ z6f`wwZw6;96giI~Ml^J037H7b3p{l?rZhA(HE5r)fpX0bj~2S-gt~O&;^GvM0%K#@ z6_u1?s&6~%!@#W^YVkRSK;A`Bv42A;TE%;b2tqkJ$DY#2<@Yz zHR&tTo!|rMm~I3QP3UXU-f>tDy1!pFG8vt66tz#G`WGoL4yXF$3FH)|e|~*2usSqd zMyDylf?b%T+s2j;Q^XUuU(rmY$+=(jc-|4h(Wip5HG`QgUX$78r=FHwh$T~ zwXNWgbAy(Hsf<Hm%j+!#D^N(5m<5q;C3haG9}Db{fNWkE=pIrX2Cd zwwSt5YPnSXRZF#=CSYaegztXOn!Ju1YaE`BbU|_|5hc_M5U~5)cXoplUWcC>G%~C> zei9gx$aZDj)v)8BY&4oR@!%iIzdpq2cR%L#!l*=rB70*~mvmd=kE*CkNTJih(zHOr zTt|+9A)0{ASg$OQIHIf83qh)lk5VY@)iO-6(Ikx_Nd3RjD5aC-{@=iV(I&B_=fF@2 z?R?-U5`sT%3%S_ltdjoY7s>{4naPdAtSb+%-oNx5Kn9S&kQepKqr-FAv;b>M7q*ja z@$q$BZprkmi076$Z3g4gh!lff3pGY3t4Cq%GG(o6k(i0f{(Me9j`xNOH|MN|nDFWx zUmI1OT7b*AzFttnSZ;b50~(p;iD_}K3}(xwf-m8cEB&k+R$yq{-AhY zNF_^1rNKhxKgRIL*FSQwu8Ey|>>{5(FYWsNzGt+gXS9idy4_`pFX`#CIoPDT)7&5O zy0JUFP^>Bfr*ZJ}Hw|wgcjGEh8u;0l?_FFFEr02g;0ty;madooUHAV#QBVJi2jcG^ zci`i!kgs9;pe88W@HobRkcClE zthl{H?`&nV;F=qE|MBMhTWtAn5DS05@_z|W@vr~5eC1Q8+?+=PJ6IuKgTSbr|5Z7E z8A`2f@xo^9S+#nUB@W^=o|MxVgLiQ zl6M3-PYcnW$SUO})E5;_xh|#=ZG=t68ZjQMdHXQy-`=gb!pFzwGTKrI&y99~ZrdE+ z;9%#Xna6&9XtEoY#c5NU@cF<912CM54m7~yQ-_AlXorzJWw10o{R{mFl%GnQRBQ?% z>+^s<8EQ;9fxCIcn5B_;q}`4{VPbv<_92c0(k%ka9syvXHhB%W4Im~Q?pRXGXQZP` zvp;(vQ66Oz1mmr(+6%b2bDkzekTT~$%)-FIo6s^2;6Tm;G05$JWskU%4FPZP)*MD^ ziwR_WQX$2?B~~e%CZgGu;#{Cjnop2i@@=d)Q%B+0p+k$~)wt@^Ro@=**6v%Hi>er4sp6>E1YjD9VbZrRy50YD!7 z{R&)mKW1h{fBstx3#cIaGmCo3e@4WA*sqsVk(iQz{Q8_b`oJcYo`==da=>Lz(}m%2 z&z{x5K_bWtKlq)_llK%(l~Y5Lx~}@~oyfM{XbJgtxHW+1MNJ)4RsC%Qsh{s!Bct z2Am^S1o*j0GaGT1fy^SNcB^1E3p%kxAu7HCUZq==wfaJv#C1gpq2EXni;t6d=82ED z+cJwAej?Ib?fnv7dD5au4pKw6DlyZ;Vjhj!8yHo2A^R+q?{vSV;g&ocUKqO%^@Nqu z-yoyJE+_8yzuA%s+WLP;dd6RO3;o1?i;SwP4oJJ6wLn6&e|-nOOvvTXUpn+Z&7^9$ ztvmkce|@t3-zF)zHKMY$a3&=O)^Hn_N!m=K8J*AOXbFwAIpIgeP|jg%4^n~WiZIMq zZ8j*!a%b!G)ul9pUUCDx;%2q^$xhyk1!V{Kh1)+5wsCO0mTMn$RFoz`{DLR9L%+!x zLV*X}Civz5GV*KC(fa(xkHx2~@5w~4R1Y6bGjd(t$nfgn`AxwxuhMUfIxB!W{CVLY zCCWAQefJdJFw+7Y-(gjZX~Qulh0-4X4$0B~Wv=))$mogK%AgZcBI;pGEssxoyO-X7 zIXdt(JG$>wtaeg9V@bn1mJYZ071Ro%aP9Hy%Ysf&IotM*+5AKe>qwEU^Y=Cgt>R^& zZpqH5`~QvPOyS7Zx66FR<%Zk6r3RK@UQ@c>~P zUM4D?*|~ziwp$r%mAme5Yhegi;!)CN;sAj2vI_flYjrwZbbS1Wg#_suvYXT`SI=f{ z<2Af&_s7wbF=vLn$X=%Wyob$9{fY7)ml*$A6tl3^=CZzpH0L^|3QUgdH+OFsK1wdY zRe+h}h*VQts-lL9iQT59TbI$_`1&HnFUF~If=B^))XD;2qulB?c`sWu_D4?F?z>nu z)TjOjM4Nv-7+ScJf0|JrF`OA5&h&7iTqJfx39;KZm27+a3IyCr!-%--}0& zLCMl@Vp!z*CMAUO&8bnE@>67x#X=;saPbXRlp_ciM|aGuqIBGuUFtgW#(8nil7Fb! z(OGWv=vd_^zmnuBMbv~B-YGy(xW2XE6G8<$87ibU|j zy;7HnYk11t1(5R3lk!+Fl+fYPnOR^e?+CQPfd^>{TIss+=dANq-7l6|fN@W^S>(sY z#(w@uDSSYGH2BZ+!N#G(mi~qFHTc@J-7;#6j=C&8e~3S8Ddm?6lu_qodAsdElV%w+ z>eAv;Qc~mKf7p*4kw@FPWtPTt+lX@%kae>=O(^|VT~MnB`f?;R=r?aRM)wfuOGn2n z=|RMyZqMl-Ena!MzuySgVw+QGf2kW?!XVQ30!>PzO@zi$j3P?cktVvzaVw0xVPIY_ z!|{T2*P!R8`5X;X9NgTs&udpQqtgF*-e4QsmHx`>=5kVJ&fqA9u;k?AZ4by1eq)2F zm4xMn+=4H!fiy_^mvM|lZTrE+p-Pz=oNl**oUdN#&%cD0DtolZK+TMRq(u6>z+P7G zn)|jw++dL?SJ9TKS?7VPoh{-jSVe~L!fq3^jfZ75{$OEgX({PEF>TG1#kHrVFDc9z zl3qM>54I?Bsu`(E$l*5`EeV)m!iSwXb0)U?Wi;(3m17KJ9YK`2o^|s_ge!4dX?7!8 zIALMn-Dd4t;;h0DX*vw0Wp{ZAT7PoeT-t5fN914_k;ewK=hft&pOpnui1{2#4Vm@0 zDc{NR#Y94pLDU&Km=wBuNjDU;t_N}R7$;^Gv1fE#>tSfS*7KC~X)&J%Q2Lk#thWF4aQNPuztLO=n6QHE2$^g zp~8L*ZVfXxfVQ(V=jAed%T|vRW{G#2JL_m~V5Rz*apb^d;C*}I4~LVEh*@aal0m)G zYL;O;(w>06iMW?96>!O9XP||WiiW}T@yvH5`BLUO!DQvUQAx$-{e>mf_t zT$z{Gxog&WYz(L6ke;42ibJQ%2&5Zw_9`e@LYJE5jVlqyF(FfF`C3EKUv&lss9{!_d5n0NO# z8^h#YpK=VJMGob`X*@@E22w1%$TRQ%+*6<8+}YZxfO>9r{|d~(_mcpJv2k&z1Qb+N z*)U6EW7g!{$;mdm5ZI*;;5RtZ17t8cYj+yW76%cd>1JzbX%*2Y zI))>1h^z1;bhkL%Kk1hQ2db87@eC(xuuGEjKS3owHweBaPR`*Z7JYO{Egeu^VX?f! z#`2nxDnl}kG&%QFKoO@`Pow7`3F?=624u*g)+~84N5i?J=Sg`56I*r1{G1(>A*0_y z9HU{W51aeFdmlsQ##l(Ji+2Q6jgpZ`4lb^b+paGvR9#%WdS-H@0X0?x4991t^|d!_ zQDu7C`XET)MZZGPmIF8ykZ8)}U_~HDBNY6k7EjYxgsGWH(mZecG3g40e%;hYbE(De$@)Jmne zfbB0Y04((CNmvZb5Zcbd8+*Qt3r9S4eZP7ZwJ}%G6E~X80bpnX;9`6N$>s?@ZzGf) zOp1}-@^uWdHtoQClEdD0idCtfRPHo87xo2!uB3PE2|Zxg8(p3 zTQgcraeT8m0DVI7n(e$FFcjc?mAd$AYHB=NhIq+wC22zt6!_4|p^rl+i?--O4L5*B zeu-EDbU&2LuA&&Ma^yr$t{zT+E5~9t^58NMdMs+u>Dq)dKn;7g7HvtrRI*_s{2`n< zgNLbOU#2}*jW0W*Q%I4QmA&A>^*k)>HGV-x25gA2&?JLh>jjJp^i<@qQ5dES*b^*UD?YDztMzhwIy&ZV)+#&>>iP4$ajF zb`KFNuJ?5m6rhpq{`d|orz05WR-B#o{KbpvW@l)>+n|G!ld*I?xFo!Ga6wPj2OUv7?L=+DlZMctPE5b*2YXW)2P_+qv_^7l8ipBOa6X-glFd~b}IQI6K3g^+yXRFCMq zs_qQPxN_v=a|kSFaqbpQ@J_vk6lApHPiJIp@`*qd{%9r*c=6(}yoQDeXYMz#n&b;7 zte`OBI*5m96%EZ1be7z;soHXM3j>Z1l{|g=5P}^h0~Tj9_@6&Og}boRVUWuTrjaWmkNnw_CvO>c~U!w4Q*Pp%@gEf#Aa zSU!if;CXIt>#y$*T)2UKUQRGkf>>n45N>K1nVAF7JlwQpwEWubjuAdI_i~esOV%+b zXN3nkUQKWulD!vf7*C*~2BMYLA8S^ncqL4~yqKz7cq;0h$=PkBPx>p;DhA-GAEZEz zq9NNr*mkz+o)31x;Y_V2t(hMqqM`!f&3XiW8)RuYy55X0NwgJi5(}jVAxV;Ub;jD3 zdFiM`K^xvTeM@R)NHl_Vnpn`QOO^qLNb#WEZWjIB^*E^6fSij@&Wk5@t2T=_wDm8; zNN;zyr6EEl&L~gOn#74^Z(8hnuw>Q_@YEEQ@BGT2@^S{S!hd{;;#L@y9)? z!-vLTX^?+!!KNy}-#-RH#Rxb)8~t212+c-l#3fMTC9=1%X#l$K0ngM~60bK%!L|Zu z0Bf6Gf;M_#S;*)RT|eJ{`^e-B-G&Vp6G{{{G~%(u$nObCAwC}T+-eb`+CI-avwus) zE;JY@LgVGk89ev;=wB30~qr7fBXrg|4nH=pwuWldE^EMUC*jq>-(f zFQg67fB;{$Hwd16-cp>vSr5&!`A9fht1|K89t4 zNfKB^2~A1p$JW|+0+s<-I>*Nwv~k*gX)~H>{fL!~^dHP2h!N{T{mAmp87zp)sGYL= zW8-jO3JdJ5QUar4{T)me*OzCsI5jU*n|s714yPKLoqcg0*QEqEJ9r1lKR2@N@TI%t zKnc$s{BmfIch$Q3X&DJIMsNSyR0t_k(m;w%LLD+SNOn=^gpiab zL&}sy5rtBz3?(u}WoV=*lA$7%W60EC3Kc?zqI4vF@7wqJJE5VPqeLOf5ZWRpd{2WDttMRTW!$6_ zxYWKjBO$>I#5aqj94Nz9IIg*=C4e5vs;ggpI%tWTw^j^xPgpxO3Wbz1MNksTkf=pR zLVvxVmp2PQ)x?$I6?4w&TM!OT@42az7!=gevykD?`p2^w7Z-zwT9z&@E@(S)5Tc5< z5ueo|N=#}d@xDYEDhdS(Pv!F>_=iHx-x6;j~ z{8(aJwqDi0Z=XK=IpUk=&z1)9ze+s{g;GgO#EOI=yGd9+5-b4LgDuMwP6@>^CG;u0 zNj^s%r*MebySEOjkf^KU3&=U~o14!ao!=Tx+7u=YA1cmV=<6$wNB!c(Vr$DOVcmv^ z2TL5Wf8|l)6nO!u*FW z%|0(?dZp`@FJB(HXa9qnrE3Y$7^y5@A?MI3i+)p-bzH|O=H|&Q{pfrRxhi z_2Vd&=3@%*HSHqoM|eL{~_mht*Bk+<^3r8 zzIjytmYUk84NV+3v0gx=CeFap$m*!8{hz#GfDYOCe8csh_P+Q$k9vfAb%Gw}`-7gR zGvh8G=@S=^QUWF4pm()(a(}#wvNyG^6B2e&I?+;Gi@q*}?>tHjsf)&}i0H!IPs~mO zg#bsb_dk#PGFxN{EOqRVkfjU%e~QfyfzxM2E?du&Q+9EQ*n=zxaFh(|F;}dI;h?0D zt7x$;6xRCI6Y?M!9JBcI99?aQA(7qr-m@omzPy=)Akw$zhWkK(G!g0vzq8PpP(d>! zW=tU^l*J_eD44r=hPs7)d@g2qf;1vnxnpi38gD+ghF{R;{5-hXRxGM9!mOA(=43xa zU6_6g^#1JfYq`>jBw4-g^cnD^2z4R`b2JjI}f(yu#F+yLxXzc5VCBOCbCN-@*D8P>&Ji zT+xI$y&}7FV~B1j7o9 zEz&AHDo!8KTt-F~ngZUd_-2Hb5G$FCPZgA8&G;^@0_OI`vZB5o79_tGQCWcS5 zTwLM}&gx|R4#oD4>z?lNQ^?H7-oj6fr~g2w*4x`V8_d*3=H9#ZY(8d^7n-%iyoa#= z6#SbojS&^<;)~TghOH&pFKCs%^j`zZyvwU>&OG69B8E(a8zsT^=Erp(62eD3faDTU zRIC#Fb0)_ucaMzfd|3Ne{nCkoIw3p_`7j>O=#lVJ7zC7$+cE>7#=U9cM%um3*2GK8 z3UDAEnMg|f7_9xDU2If~O{9-HYD5h3%bDQy1RN(6eYSyz=I1#4*~=e4(7ABneFy&w z`ESqV2w6?FF3?r$v9;5!y}U79!TN9$v!AX53&m}TW@2ZUIe_bx>H2aWvB zQmmg`u=1k0pa*<-+w;$q!6*nA23ah!d=@)kfha?idXI>^ zXRuKb2GHf6S)4Bv@gRjV@y){)qGw$oTy`;gPb=N*+;QHqO1b(0lA+@;(h(MDp0y7i zr~T!9@~`|;*4Ou2@6^LV^8pSOLifXIm;tOQgZDghZnLUodF}|nxman|^cYZ>L`+Rj z-a8ZxXHJ;L?fNG(8$C2!b{lS5Vg}K+Wt*v(&*e{qcf1Rj3Nw--R^E!U| z+~6xbUxuxx=$Zp%4o&5O>{>u~0Z1t;=MOgM(7t$(*b2tW8a&zBUT&Nrq_rT+;Vbyi zgT<6U)N#QW0wgxjx?0OQXP|nf*e%9T!)fvM%WF1%s~hxg(V)%LRVjEAz1VnKp~ZjU z>Vi%{-pqd+$cD+Ja5e@;9$#g#_L9R0VTDdDGY?lBvFQN1j_S+v%gcg4BMJ0+1Y$*L z^N1*jj@RDJvN!is%%l-Lm<74dtsu&OSH9T(b)UD&Z^H&Uz3$m!*+96RNMJmfoBKo7 zxLnDN0%Yas-1j=Yu;}Lx-Ch;Yx*(beeHBO}cuZ6^iv*(kXv^E&gO9Q1W~+-0686Q98U7YTDmDY4#VH4p>d;W z=2zajJ%8ydXz5WzB0*tM(LcPf%E|lt^WSH#7|N%nJo_d2_57`#%8~<<-uT({EZlSW zUhPuryxZ?wlVg8)-_1}tIND&(-57EG0-qRh2%)mpxDIH*A<-86~AUq`NnR;I_!kZ8DxFwsv+?rBXst78UBu zySdGNc~JWpG+J-pzWunZj;I^gvc)d_>*Y1CyW&1@k5GSblS4#y?=_dIvOW9pqPYGH zNsxX0^w86)+RX{g8w0Qoh|&xbb1WFvXfs%~AF9`)sHkX>r{^@bu-!4aORC^WtBC}? zH-7)L$4{R;d4L5=(y?QKp`nn%!s--VCafGsUMgk7hk2CdeMsEGx7&k*XCmOLgN3cm ztgd#Yq)p`7daBlt3zl(8`C%;+Z@i@!xw}tg^PE?7vD2J6=6I$F_;@xmGoGqgL1BOH z($alA&snKu2_MJIn>kZ~DsQ)@C9K&Lnt@`^&CKc3yD2D;dUt4ACJ+;5nwxi0P#{`G zvaq1!>C;1a{Y;Sx#5cq;s*bK-ui~%TtO-cs)+X$VZrw{>h_+9MUHzL)4vO>b>}=qt zVwd(*5D@R9?qyzHt4Ha4c4 zeta9WV8H^7lmqvKw(WRo>aZclcHz<&k(Qpmj433>&CH}y%54o*Rn;{VC6sS2~^GMZrtSIXSVR zYP#*Qci6-BBH?R0NJFvTmb2S`os?HMnNA86dqE*y5=6in-jVSP9y%@^mh|_JWB8+^ zt9u;2HR|-~5yGqQ&eh#z?xQhsP3fyOu6#Cq@s^FavBK`L0mM# zSJTuNBfkfbv9$0WLUuSb;h_0PG@<-oarLl+J!v|~R_p?z>bU-(4 zM)sKV%Z@YEUrEV^f@+*RCYZa8M*%6+a!-t&I8mK6UUK(t5%1&G`}bW(jT&_s#$nv1 zA6YGjPu6|-aJ{6YGh|{%n{zSqmbkcV!C56UW?@yMhr4?yZ-K!iYU2(P>5Y6ol+lAR zc7DV1_V4e<&Ifa~0aK<-Q88TC?Kk%8$7UrvuUHX@F8I}T`H7F7JUL^dZ7S6pJvwOT zPU~$k(-#pErdnI~jo%Sryo`u<4L`Opq;Zm_)K8Dhv&|}%_Y0i=RSJe>X#De z&M+7vH=I|POj^~rvG!y0n>TOjo?jX(7^r7?0qP#v_Cfbb7Bs)k7pg&Gr3~Xp?OFrJa_d@gu`Cr+P;hXk(5XL{Gy7=9Z#etdtbIYnG!GH5qri0 zi-Cbb@R1{`aN!x`GG9Nxg2KX%{B5bT^FS`w;DxOjo2Mn)ig(2M?6v8LuBK*3&TYcw zP44d6hmRa-zy_{{vbz9kF_dDW6Sj6C+qP{>8q@Vr?|FzZ?oF7;#Y}U!sEB&HdtawL z)1G!PxTrr|S68}F#n||YjQ4t--d)9km^y9RWHYn&c)1)jaw>`o+NW%lW~=k6wl)ZF zKqY169a$37JL3Xcn^){nw>p`axQznVEZMf2t_06(wU^fx?gbav+^6x)?$YZ|pAO(j zCMafJxnhh#O)!^rFkbyL6dE zo3bS!|7#bS)jf2}uNl98Ig?sqM9TZCbCYfPqr@oTJvisl9>W^IIn<7tU50ZzlmBXa zMW~Ed#NMQcu*Qb7Fr=7EhR)jWZ3o{OUV7pD`R!M)n!x7V=ycrw@S6II4(&?H%ORfn z=4@z6nOhYWvL{dMTy}>8jdf5|falU(^H3Kr`^@} z!7*@1X{tUen{xdBJ6qy4*iw-e=q|G7;9o~e|VmzR{3m@ZrPSKvXD z=_h8zr=)ZR=GYf|y1KUa^z?joWn({&Y-KD*SNr&wBRQ>$R$FW>t_JBG6XRZ{GhVzW zLU6`wsD?{!-!24LWdDfGeLFC~>G_Vd##KFg_YMN&gdh5GIq-&LVZQ6|N1s)VdUp-Z zNt&hIn;j?HED|RzUaWPst$9H=brY3!>(*slxG;sSpc&|!Z0F2bHshz{CCU$91SFa4 z5z=+Ks)En(Bo7ZARvbUAuc>(Wkc;1eSR#$-qb`^F|7!t89y_U9kMc%$g8ySUH^eYn zI{pV@WAh(A?1dOZ{`u>fhm0h*k4{vli6!o)8% zrFzX9A#=jzvYsHAjTcy8rO*1#Wq3Yp;rPeX2mJE&>vf#2dSaDcbt*Bj1IM1s>&ieT zZk+j)6%BOpTp91IyzDoMQ*!8vuji^&BiCt{$UU4pcdj^j?AFeyi|$v;r6^3e^m8-t z!{M^8LVn^%=k$eFl>3cb7{qqu@*3`jjZVyrPdR%H47S+n#KcbU(c!i$KT9vDbedG< z^?dh}v5QE8$5K=4m@j1a{{11)prccdh5c0Krc!S#`*@92JEj&EGQ@D1 zmj(VBhK2*+(Dd~5dfwQ_0<7H!4up{imi%70#%UCoXwjlY;+v3a-ko_>Ci-o!8AnR5 zzp(~aUt`$U+*Zy_GSWG-Z}l!EBltcc;bc(l6|>XZcI}b}#O;ZW-bPw>hUfzb=hJ@5 zq)$oxtW1lwK%nQPIk~wzdgin0ybE=U#6zbY9{Sb5P}jG%vukVMtcHU(yx!hbZFt7{ zS`F~UinfEK&@l?aXyWQMYs?5WlKjd_rRL`5aa6qLWcTIvI~O@a`r2{Mgb5Qad+spy zL6(sT(WPsbA)$;#dfhvq71(BzT2{Sv=9DS29EBWcoGa%SI66kMJK#mE$)*YX(tW5> zhpYbmdCbN1Bh7F662Fy{l=2G-+EIkE0H6bKSf9o!dD0{JrO|XKwU_VT@4#y`GB zELvGqVt9JMS%&z#Dd|Zn&Nxx5bOeyXABez)5u7W0ro>}iKmM@Bs8PL8+7;3k(r16R z?t=5(#BVq_s7PLN^N2CMK3b*EP0Y}nLWoQN^|+s^WF2e?KsNMGktAArBLVz1s2W=-ydr5{bcN64{47% z%j@jT;{GwxT@#!+rFm#=nQQ$XI!?2xAl{L21}4bfoXVyDYxL;7oX$eeuZ@j$cn}Cj z)AUl3;NPO2!gc~bmR%>Uk60l>J4uB)+tRX&*!3<7QQFMa#;{9Tygy*#zLte-L==t9 zsk3y|r(tg(xcEdI&m%(*TG#6i?e7mGSwbC#rXj`WCz1|L$}ED2usoT`&)>XuZ7V$F zjSo~X%P3Zb)kFHfs*T>+sWN{zuOB+^&ft{f1mVFNefspuD;3o2do(S@c5I%WqR+=C zF?+4F!0h*OylSLpmuMtVx&ZfqqLa`ein>ZUa=Xy#&C-cUxK@Srf|Lk3n$;?_7JGjj zF?Q^JzKc5A8hwhJ^+=|pH+*x)3H1~xJ+v6^MAWwtk&&WPl7&<725gb1#@pQE`_x`I z5842fbdn2~eDlSQR@r7!q;Yj+bT;Z zOr`QEPMe5A_?C*Y%6`{SEv=d44x#q+-=Cg79INR)p&ms67e8)7PoQb3DBNJB-v%yg zL~N(IGdvV=!qNJVAI%%TzJa$(KoSx@!Xf9F$l@zG;eV$I2<8tcv>FjH};UU45jE_vr-}c2e=9rwQ9?Lns`) zbm>wCoV7F*E3}~d2eQEl3vFEm1IIo#pGu*z1Y05&T{k$mxD0}?I>c|&5xWPgRENkY zffDULaYy<}RwIFC>U$8;mCe#$-F;08>@}|5_%|+g;sp8NbLU2pC^H~lBUBChs&D$H zAeP`&K7Bg*#4HySAXFh+tWI15c&uipo%?8I;%ca2?1l{+zBD%%0a1pmnOpK_;et}k z!JKI`4K*{5AD2FR48GPIJGPjKwM@p}L_s!Tg0kry$5-qr@!V8I?@EtdEE{erX;~`% zruVKfe0XPRu0{@hkRkrWK*tF5gah#tU5O+_Vw??6LWw;KVnkU!SI zu%{a!A(o97zDKAdz?Fee&ZB>*X19j0y#zI2dxVh1nC+C+*DOjqk(!n!g(Jfbb1M?0 zLG<|Qk5O+Gp_mRVHEHc;ddFIFVpbTx3eGHe@j{(pfz{sLlYM>10RyFqZWlLEv0XSGS@;f}Gg+w$cR>>)VXxog)48yuoEL23rdG9{OWJw8|cS;b2CyFLi&9#HG3PWg$6PO;UkGtsiUs96T->npH{;Tjn#TSguybA$oyfUV>N zDU1vVxjTC%VnKe_uXo66YaT%9A{jh*u>PLCUtQX$Sqjjp>^^v~D{E!#?CdawQ3PyB z(crXuwEXppOgGt2RafM=N$EF|D3&`S-xI7!^xNU`7L8*Z$M*~Nzq@3~l2{|Zzab3b zXC)u}sT*lAd*t^*Iz?>JZ0B%kU3a<>q=D^w_9#%jz5<28UN>mQWV_p@R!{%9JErLT zL0nM>>*#dF4bw)uH(MOLhjymEGpDTh_4)TNc?uVaM@l*Vey-q&7Tk)Q#WTR}h&XZ$ z;&%%i`5d7r_|5jIQ61S*T>JXlb%r_&qy%@r#VtL5{`}ObQ%x5xRMQxX$H|q9H~O&iyUN+?aa!3A7e9&{Ikv3F+%pR!Q3H-_0X!K4XAXkd-v}8KrM>Ig5u&+1vakZ_g)mGIE2{Bs>@+qc~+pcqlFca zX5)JC4o)}6s1eDbWfPWi@O167Ium}jQIU(yNL33q?ooBmQNKwk252E01j0;LBY6P( z2E*n-)7@idSGucSL|cq+yYRL_akVeKXg2w7+&DSjCjZWz?t&$`xyN(;14^R;Ou}~w z{)nbV=N>&QxL$NeQli`_^(8ZR7I@X{JD`q(_Y@bCJGo~dn5+li`0pXqs(32QskWdA~|mrU~V z^Jn>g{`tpl{(QKo<5jIn8=r7ec)qgi2em+E(!h{~289B(qkzYtA!AWSkyi6LfEh?( zG6O|LNLyywXp1T12b zARM!^4L)ynF1=jTcpey8!_bVlWJDbE6Klu{f&t)#fD$dhF+KW)&n~T($1+yRZ3|L9R~esAhO|Hw+xy)F@Usc3q7N20-y1llD< zwW_crmeL^fYMsm2gs{$h>w=pVtQjA64Aze%h&zt-9|5V0LTbFY%Z+P^ZLqjC zEVt^_p@+?=dz`QEV4aI@`={kBWCE^g;C&?xrjmW5&m?ag^rH8FJ`^X4Z}ZoiR6eYO zrl`EKaV%Zf5Kd@5R2WFVKm<{svI~bHW;U8-IQY%Jni2hUwT(^B(9Q&TiAUckYQf!y4@Yn+c2o?YJ|Xwl2MIE^vC#~e zb@uGptdy0x7cWjqpIZZq*nMBzs?d-SSuj_5-Pi1q3lCk2esKGCH{Mv#tmL2r2l^9P zFRpS9mbvgxX!$mtXy0=e{@=&o?YI>7M_mX< z@Efs*4o#jnuOD}aG%Q*IE+kLzb=WgK_{4!4nwpxSZhJ;X5Tql?qh*(BETz>)p8$Ts z*9B<8ZP&ef*ARFu&Wbq}Un-<8-2X|*wyumo!NyFTKD`js{j#nu6soC%Z-zTfBnb$< z%XTiRCq z6=Rhd*!0Z1G)(_I)vhR4X$}acUSMai1$%q!F8k_pu!)qi1oHc8^a^0KsTY7!b}L2b>h$kUqP?QZ$Ifz}9a! zN@M7V(6F!qR1kr1+iobSMV#fbDNx%~4GU4MxY~b?;a(-*)ooug$hlL_s95>Gd!R)c z4jbTkr;C=1+PCpE?j}J;4d||Q+VJS^GozGmH8myGejP)@f#6s=)GoZxFr)Hw`K(48 z$ZZ?{?H4XkrI}e+Y>(AbRIt_Q1H+ezD(Ui%_o;PNR}6u>;^U&it)_r9r7ojRL18M# zc#*15&-{Cfj{ozz(_v4JY~*s|-sAQClVea&(3ideMejuk!6(S1^C4c5YNp@%7OtA8 zB^W*EfXS)>dvUkIc!`Y11=pyzUiq6MW(tUE`HB_hhHKZa51ExLMe|+R!^zRHI{a_pA!j;0ED{nI{w};qKkLvBn$6AnFZ9Jv@ju7(8bmKabkx zC)n=_><+k@0y3qe0FT{+lZ1+}hGP;M5z+g_=MNvk=~rGSd79ptp>=G?<;-;pFTL3= zsdx=JgpuX7ii&=`PZ9C4v$lKbT0g%yzEH*LcAQIqsn+D?2+_-=Sqd+JAbb*qK_anZ zg7=$l$jbI`Y_tsx4^c^g7Q((?usTdU3kD(wf@DdEN&mJh2hj3)1*@3 zvs5Zp7_!)<13lRA@9^J;**gtb421{y@5he^=(ntAbTe`?S}A~35-PI8-+GS zTThQJu?BAZs36^cOmU4cc!yYTk+ZWYx>T)%gI6c7tU--|9L5UjUrNPfE5>ex%mO}E zn8IkJyc<^gtC|q~2yxnjii)9@Q6)ES1T(;7jhEdwq?bI3S?6{|PP;p*`RzmZ(ZT~p z^morJOmBLIsu*R*{fTL)5x_m*l3ofk*RCD?uCC5z?%ci#Wm%7@M*lW25SFDgVXn{v zMC;B!8^o81gib?4zbXJH(&J~&{KLiW^+L5@zbRCXL*U0@h=ekOLN9H7+k@WO_UTQz zSe&N+Cxw!E_u)e{txN`(zTOWoDvDd9Vpg*G!uCcRQbD*;Z!%308TaMu*TKlV{dtZp z4aMs1j?MSe4wQY`wUh3K3;>|1a$zGey@J z(svN$E7eNNi{EWdUQ_1&s@i`3GyO#v>0<<9)GIUyCNEl~Ny|bG1jy=WS0bJ$P1s48 zWLBb-N)^1FQFfVOe*gLngjo2(K+-FikIM5a21o`P8>H8z>bL)31_?t#)SC}}m;UL4~waJ1bo zhbpZbl}E!ThmGGGYkY~mecQ_J-PP8VES$VeFwG)f`t#85C>wR_-rc zU&VH#v}3H41`L>-c%O32#`9Iqc|?&lNS<#%#oI8gJjAPOu-Wng79|C73sHr47%*S} ziJvZ}EL@<-6#&slM$=kaTf>`;ARgDgf7FGmEXf+Sz5I0fL%aCxC!ge4o!ENxsJfW4 zZ29lMFb`vuAJ;3@SufFzEs`y0BlVCqN2pI!10va7* z<*r|3uLdodWUKQNXyFUtkiBEbe0zK7MkRh+^5x%QXI>)XWnNdA4uH`2a+qN7tg@PT zyn_u4`T*TU3z0I%W$DroD2JbnmG`MIYBY-hJVPb_C$lTE?tW^Qip4H2_uYdh6~!(7 zpRZ2U$it~;#f|mDl{TIgtz@_hK`IE-Yxh(*1o07!jE&n#$b#l;*8GhYwF63bCU^S> zHjhYR*bw~h+0Ao`{N9?)Oj zNAM3dTCs7sL{y+ejTv{_<;XkNznf{e*Ov*V)g*kg_@42F-1zipojAH0C^zI_vXjg~JM;Z}dM|Cr@U%uecimg|Dk z29F-yTRBpO%y{y+jtGpno+6FDe<~2KS zqW-A3HGkey@q6eI4;%R@Qt}37XE!Gc;)9{S ziDf@s^tOkSRzk6V#-2fx88f{&153SQ1y??q~^y=>xpjvhEnws3(c;|>V zHPCkBvU=jp>x&rDx09O<;&wOs z{yL~jFHt}h91Jw(AiQt$@V_CS@xbfZ$z z-SvJp{(keU_nCR;nf1=hntvYFIZHwAEB3Yb_xq`RJ-8@+b|c+xItqodk$UcwEQPW% zjzU?kw01RqV$sR88-J{{JVBLPi!Z0OI`{GYI`ebNmJ|y874rYGaEUMj3gu4<_0(}W zyMVrCdo}s$g~j1Xp$j+j|Gdij@Yr{y(x0M#`{_B9u-=n9RaDrRl<2P~xTaXOG{RTK zd8_%kgZ$s#^KIPzf{vvy;PT${CCiGpY?~OQcMa$r-n;oin^J67+sC$9-TtJSg+6EL zFuT^ITJBwUudKzT;LH4C=O@nJf2HKFU$*1-U-$0*zkmDh9s_!}swz3(61~%>PR+fx zzj^bfT$YnPE&124Yxv=p&!6XBr;Z-@>#q|BCB3V>*cAt6Q?**ZKG~xy;JF6Fv+ zO^WlglRovvHSyYcbm`k3nKULB7z?nou|>v7E~9+EanfxSC1=HF9iHYou>u3A4f=(?!N$jCT3u13E+p+2BjrtRyK!P)7-$=*QCXq6<7dbOcN=6xbIQN?-* z0%k47lT*RNL7d?;83ytTLm0+d?=T`bu`tC->~Yiy`9~!cRm_vv0e7hR<2qV;kvjW(63wgVtVuu>#4~D z*BrV6ZTT$P&v|jG&jgjtpMAWO`viwdVtIg&C7*F!-0!okCexChqOY$nAEP#%Rovgv zagd8Ec9zHXsdnDe?nhi%<-BF0xji&hoWfx2*S9BIHH{QScg=f8dX#} z4`Hic&zdbYKbRjsaQ3O37n^+hz(CB;FOO*I={5~TlWZ>UYqEvH>?VOj-SgV zUb|Est*SVfy_nU!*#Mt+=!?&ji>!NEBE*i@Ul(d0n0M+mQe z>92bIVEG8ycjVqzZ`^$ivtqJ6>s&>pj70RUHS}!U+}vfoD=C!4T)HE84u4Ke#Il`R zyg3%gXW%h0*cy9C$}b#`HqEBr?~kop`EB}?OqxDi>aC3}n`}9)={lc;IqD~1VrXex z{E}OsOJKvv^*fG~|H!>3kDHWqw6J)ul42Sy>BAXuIZQfIBQtGcpqX}OJp&sjr!?1VgBLc z$8wK$aEv$)m}So^;Q!=?M1!|J8V=Mo^o&&xx3eeOkLuxROPBcZCyZsf%%=(4^o3jZ z)^;CwrKitOp#w=_4%;HRK_E@uRtHHwDwD$s&%hYQPyC17CA&{qR7q89Hh6g_q<@~GswMweRI{}l1kcIi# zt_F#eNmoO|$ld&gAwAVJqa3$o!WQlK#b^6?lMJiRKX~xKur({w$=Mkzi3>GBTGIQ- zx2-awuUD+u6mDGq-qu;ug3qYtg6AQr_o-!QgY@W|=5}YF?&U_s+OlQK6$7LC_wTL< z`1en^KYYkTez5=Ik$El$!>6Y%h`3sNwUiez^PI6R!Hp!@VgP@?` z+w)#*(>-Q8?{b^9i010>?2_^q;OF7t*^qnmabKVDTMW|OdSe0c>GrL(1xyfr9Q{&~ zq5J_6k;V$~Yvq5E&v0c7-IQO%MBUxe(sI||-~YLvpP>Pkmmq%o3XiXGDYyCezsYan z-@jrQO|1K(Q(DNCVgw&MX=<0+n=VGErza2NNjL1{wHwkRzl}xAhYNZ0_U%T`0v*wb zI_+uk!RXqlh1o&XeUBbJ;w87bcdxNEQ{LlU+Al90($0UjU!h-FS=oE`4+aK(gILv+ zm`fq&wzL)d@(OfG*bW3#587wCk9u6L43+ZlV?@y)mw0{b*Ck2SQi-#NJXvdN%NrXT z?eKu3pK>V0<&Y68e|@sQ=2`2kN84C;<=p}u9uKdz{&r`PGIJ+g6+z_019V8t&Fw{K@)U{O?5q*maUl3W*E_)VLX zG9AX>?;ahil%Xjn=rv@!W_QF#6&GLNQ2THZpQscW%+RjRmVI}AH;>MJ9$w!5m}dqp z8L1^gpK@~#Qc>R==ErNJpN{v|%2bq?sT9Xv$-QgPTN5qpI1$CEo)*&Hu7k-g#mdS` zw|;$PZ1#d7uO3!Nq&&@=EK{7bJ9u#}?7a7ph|`aDbj)T5-Mn>+9}j?*>^j%RWQduy zX`gV&?b|DV!a%iuftPc^}W5FSzo{L%fgpO3|!{X zlPc3A9VQyN0kwkc?2?`=GReXr>@E9Svo#fCHRRFL+S}T+D!A+1xx%w>6@XG!e(ifuy;XFd3%InI0M`yABh55u`vGRECaBPI8$CPTtC_ zJ=!%Mt(N+}MEjLqf--PUqJ#5bXI4|B-SAIuR{@Mz;1;cA6w033SWQLTzK5shI2v&z zZW+h$!7|y9dr?P6Cri+xY#rTWHG#y^>!`6wW~~~#cI}#(8!g*TmeAa%JL^3b82Fkv z!^H5VId7Tunlo%M8c@Zg!9rnchjkx%w@sP+X0qBb6sF3{tkb`L*Akog_4fSv^RfUt z)mT*N!ZN0>6-%89QeC@B13j%QN9USu?)EGQ!DCf*VG_0qKmX$J>-q$JBlJ!`apyFw zKb2(ThyqU*nntFBt^8=FY8SiGhQ6Nbi%_5#awMxE!E;QkXqGn zTOL2kT>2i>u9fS(9P=&gR-1w*?=Z+rk_yR=XkkXQb@Ahgex}IaHIkO^L2sx6VfK z3jqoqa$(Z@sIq`K9c^uILqeFFKU{yC(=|LXQA7F=P~k|tWx|$(Cp@PZv>(?7H>=RHOIUIFR#(FguXMCiCL?iZ}y!#8_RKPM&)V{(n zHmvEy*8q9VlmYIJt}d3`qgDXe%d3MEBvg*)HM0Y{tjgjN%354-qzX>%SwW#p=Q1i$ zD59_a`s*(~`w^YY(NYmm5cJq;QvICAs}*}H-aV4azq}b!Snl0Nc796 z`$R&yvZhY#6SgY%I4DWS*NO%j^ZD~Bllu3kWyGgL-p$VrX4j(q$)gQ|HK+h4Chgj@ zd$-~ANr^*;&Hzqb0)noJxXc0odU|$pu(r^Py`!T;cl60kvKmgDxT#m-_YQ4@fEE3+ zAbDfsC{E3+D0GepEUZ=8$6d?u@o}^`n*C@e+vU*5q&Awhij!-{G%pjI3_xKs;MXI_ z2e_T|km@Mq%N}wGdQwt>!tz|1V;(b;gRvhzd~m8Q2OcN&aAu^43pHB`w|0(QA?jIr zdU|JxzkanXsFn9wD#}}QdHKavD_8zXX?3Xt8cee8Rmhy5XpB^d_G6B)>?&nbh5cP66v~t;4~62ED*`kJl=Jxh{k61- zV3(PKYru1tqLjFE0h!ls+{jPp;iQ;3k9H}vVYK-(5>>40Nbx&>_q)ZXF& zp1DJ}eFHGsTeP|}piWOvt@rqFs=xQ+WoIw4YkMO27-eoJCnx8sH23ukoP4B*e@IVP zZQ&Bad@_4kqSyB8+gtBsiILq6v-)ALCchlrK#=QU&8&<|SV~Un2Pl*e1v)!dHJO8- z&vj4qH--VD_hK^F0&CEv2c%b|TIxq@W^0gs;c$DylnC|Qxr;^K9Q@WjavS#vC&m>K z9pU5BBBpHGd+bjtmcWJmiWZZ2gkdzr*q-^xR<1r-w-dbAf1V=q^$UaMkv^zkcCX@= zucuJfOytr_T>JLsv`XT&=hDIA(P(D!u^O3iMQKJWR&OXLjfK$J+}yV~*Mb}-@#S;p z?qe~8fnG4!2%&mhTnk0bTnjvLx2Rnl%6;hdwyzPWes|RWz>N)s9mrX}BwD$h)TT!Z zB45Y&x*%%R0POQQj9mlP{kyxnJ5o6z^s75lEC6cjbz=vIw7c|7F=gVj7YKsFSwp1* zBZaMdl*Uz4Oar|+)gu7}rGaDQwX|M6-79pJ7c+F04^5U(u6y)M-eF;3JvGs^{Cpx5 zaMcQaLW}c*u0|~x_P99z6DLl*2nvdU+VOWpL{y+)dwsMn z9tv7Z8B_MIe_SO%(s(g%**2S9AL!S{?aiNTb&Um^H2_rHEnxgI#Gm~=S-@ULlx090@7Gj&S> zl9i8EsqRsIQyMH03knv25_bOFxj5A#JQqU32|GZ$PNz8zD-MHpT$>r|zN5aHvgT{o zO08a$W4|rDC&jIu+PmA7>pHfj#p=683*2hNb>HccojLe!@Ir0T53XL2bIv}C@06*4 zxUXHet>(hoW*lm28{X?a^5Zj*t?T$M4&i6bd$e0LJR{I~Zvk+|jeCz>G|L#i>oVQJ zfce}mJb~jR-&XXHdvj`?*!)b3D|henvy7Ltw6w1HtXPxNb(>$D#dLLZ#o_|v7fpKq4ecZT>HvgmHtqeOZyh9TeI9Lp(pY@y3A<%%))IOKw$h-! z&#Q8xH#WP)Cw|rQXU|>{bwSKw>;uavur|J$)-Cg1k?JrWiDqZqVCnrgCK!KhJYf~R z@zdiVxe>O5Es+;r-^2=9xYvbFkFR|Ci5!bRG4Y|1#TjHnuj!bY-|5ff!=&k2;HkJhL=NHI5e zO(}a2oHb2#{5h$V)X{h2PB!QABWq+KRHeJm0F%gi$f3v0@=QpBK32bzWaw|nR0VmG zAMcr-H3w#!X?4-Qx^Q%rIg67t<%8$$EBtinD=C`>1}B6r9f-PH!q0SGJf!Y<{2jS1 z3mZgF{QA46D&j4~iC>WE6#848Cj*%yKyp%_;?k3C`s()Q9yR_78Y2fmHjC!>J|O`t zN#aXhUazN&_$A=uK|{u+(Qr%uLU&|MMYO7*lrPWeCCSBkT%Ia>=FHtUZ{DEKAHeiF zmp0AeMkOQ9_|zdVA*K{rly>_u!qR-az>~eddfxU>7Mv zsJ+ZoJW5&AP83qE?#}ZuAkesrwcpWEsy(ONWrjfzDj1;rkj+akHx_fns3iMsem5+!rMC(i=}(COhOS%_J}ih6aK3{2BgAo zRP!sTR-+Oy&w9K^9#Hxkc#nXqTYppP<+o?ulZy{h@rQSTj;x*Chl4r5m(L4yDuA14 z0Q)o|e53bVSyw)ArnHdgevvqntr$I}Ns^TIU~y-qeZ;*vwiyG~*4Y_K^*m%y5kgI! zcz`iddG3`9sg=oj>^X4$ThX#DjEpfuLqj4p9*y<`K#h^}{eq5bmY#U3_Ey`azo7dN zDn!2iPk+n0vw2fL3U8Xryu%fr=j^B|5D4)MU0I>n%7O9{P6Hunn~l&k542ApCutNE zNEf=O59AcCLMxTbl^8hH%I|SAvCXUCI3Dc5e~ItjCjN{5o|4{ZAj3&h5Fym$sgqsT zSE37$l?#bw`}XZ#MiQO{V=M|@DR3P&?mYVUrAwFS=;>30OnH2dNRY$3Il5EUZ|Vg< zKA-K)IaxR`a=7zST}Ryqi{XbA^dYSY+pj`dD%*axqtGjzrHj>AXupi<6`9<-8^OZG zy$)acS$2e7(}Fe)>0cI|Uk(IEBK0qF=qblPb8hC29`4*P!<(GdG5o<{;Cx2bD-H zuxtw)s&QAdE~v%;?Tfw#J5){iXQ!tN%E|_1Vu-s&SrD)Lyw5IYuaLzladGjH(a}m6 zAyH5NmmHb9S=@mkIP8mDxkDuYFMgb=LlXO_vCP;YEm zW;sxT@*KKs#p++^Lam)hF$#>B zorkBwFgps^2J64DtW1V5v;vQVULGEAh)@K{nJ6RiSHB#YPcdl>1-N13;E)3SmP;{h zw(2O{j%FzX1-r`MEXzRtvWBBXv%?WSJ~=W|AMfIoOSds0HOyPvx~HnZvXqc8(`FSQ zU|FD1xl9LZBE|#w%0UUKiPen73~UT=1zpAZ^#V)_!NYNe96(sDtgLLJQ7va`T3V-d zIy960nwpwlzI^G92n&+M)91(=Ntjed(ZbNNadB}G(SgVsV3k$LCaQ!_f>&n{mW_*{ z`uh5+WZ1 z1Ff#PvhyxxM89}wC#ElC040|}SPB|W!>3DpdC!unhaMXJ^5sr~Os`zI0w(w3of%{g ze5yKxx;0uk;f#ichPO6AFR8~bxwQ#1rpoH+h2r!vV`Em%BLyry^$B6}9MkHlR=w68 z*Pv#?Lp-uf!G+0}Z^KFW8kGQtiRM2}K)x!nI3ggR0BKPUAT~+AjM4wQ5k`iXPnbDZ z3>-Us^%L!euVU09P#5ikL_|f^?p{$^9tE?agVwnhBCErXI}Ch|6ULIN5OS)}_Fzgy zV$MO2Ok8OIKrRonf)7L>S}Fb$&moux7%@Wd(Jz^St%~9U+(tkcYO&zxmTUwBG8M0NA}CLo<023s<&kP-VL--Yu5%cP6{bX(XFAM`AkDz!~rfW&+_1YodIK zvji!@KOO>SJRL}IYF7{hJ^9*s1*}Y|Akq5BXkZ)*3yTV9zWmx>H_+s@Fy}9)T6Dbd z@VLsahr(=e{W{3qXw)Zms>5iBARxN_XagzAIhw23$u!{cec|QhHMjsyN~UQ~ZEP$Q zm3&kJ$lngXUf+wF!89uP^5rySSex9pd)djb{LTVECl7=oY+zt8GCp37euk6$e893$ zx2pN1h)v%!<~w)p)Qd6h-W`eiz@wCePnROBH;AFvEj;G|U2fp|yJR-Sn5Z|WAE_k4 zQWk@Rn+8;eSz`Qk<;s;xcZ?Kc)GnPr{}7rW2YZKUS5Hr5rsHHwWdoVZIhQtTEu)Y7 zS2E}xe{n3H%L)qK%~IbiLDr#SQ=$5umyz+Y;yrbJo6w#TA2#{If#HCOfCe+jZrYWd zeNLlqWB2jOS;$7%!oVAu6NeoNaMKm9i!p=?V<8)Xl+vW%$bMPDh3?pt-<_5jN- zA?uzO&220)L5V$+ik_D05JWQDdY2*(uBTTj<*YD-kFZt!s7I#>?VSuGH)iIPYh129dvKB~zVV9F7(6yAdOpwRkHDDAQz z4YO*YO@?C5q0r@woa>0j{7HmNaUy&Jx$psriJawoZ(rGof?hnXIwNd55QRF7Zn0tK zD+oBfnUgJ-u{;h^v0|%;WL6=`MI8Qzj~-!JwT-UZdgvNpDBY$_3bPaa+u^^1GIrx4 ziS7tXAqJm2=b@&iHr5>$+%ufVM0(Qr$2CmhD8Iz}C9W;8GT{WIRE?7W1A+Ny6;*G~ z(!)3>&-1*Llswec#OrNmXuU%iepK2Q;5VQFhmRdof<6g!@5zYjp*ARkCQjT`MlpwQ zVhm$MNKF8&FDxpO9PKL0?sar!k@Dkve(&DBP?_Ku42H5mArqXc5X|cXU`Qb`{cG zO-C_PBxOX0Z+Dgk(r_qtF)?+xeK<=Ml#c2!nc(G`d&rQ9uDx)^v`EY?JrS}2io6W0 zf-*~)HzMQd=09$VKc2qWT{}>6=KJI=nJr8k>6pfRnnm|ci4+d%?{u3bcx^Yg{p~rw z>4Nl?i%;)ZfnNtoiiSOim6H1xe!bGv_VDzxt7pHCw3@qKi2@)Ufi>`I=(vJAO=vgp z_$PL9C6oc)m`2*Km70fn-GJ|vcEMTW}%zN*Xgzw78Fp? zQtqgq$wEnhOxd0P{J?ZiFf=A;hKJF)0pllAg+;FcrV;~cYHI2e=Rr*Y)247d`zO12 z&%l~y?Xw^^vyHNB$6f`{(yZ3$%orUF);?K_jvqa*p9$}uJo1?&dRkl;oe9H*^h8!7 z!O_59;aI@Ln^03%Un~dBsto4ol&0GqI)CXl!(`sPof&M9t0iP)TKADNpjzYT&mRRp zYI=CAg)Qu{(XKR$fkH9W{kW`S1Y{oFz;94-3Xn?ysFGwQOjIwkP}9Q?5%(RR6ZX)X<|5N+4@5{ZBCA%fUgFNTR&O+(iBeBj zfbNmS(lsl>yWwq|B>6mL+h+d{EAAZO=a+|X;61m(;)aqQG84pn)WJ zU|!)$;AYr7eDcK0YV?vgSOreUinD@KjBG{1!B-#DiHszA^${5v8G8qZNPsSf!OY3N zyTqI#5ibb#W2g@ikeEh>hAtv}gX*&lVm=iWIZ?O^O5s5&@jqtf6@;u?R9gGH0t8I_ z(B0T@4PG3o3SeZFfHLc?2Elw@;drDmSlHSsqMufioKRid$H-RH104Z>G?t_3qcB$U z(eMBwlkLe36FP)ili%E|j`At8c8T31%>xR?)F#j5S=MwBH#|x6E(VxSB6zu!=ABPEa5uyqvcnCO-WZJG6;zl8c_kN6? zj;?TWyklbO2YYPB8<4*7U*ArG>k=84&w0iQz7LE;ZcWFKcVS^PXpar)wy|KBRS*OT zc*F#Dm>bUH*Du{m;%pvO(EFh;7~zroiQ2!%WkhwNLsw$t$C@n53XB(87p1wiaww&eWK2n8D{;5_$1nH2*K=-VtVT0-(tFi0^>f}C!zo>R)s-|jv4N& zPcWrDh4dy<{mk=I3{%Ji|IJ%>)(>}7qj~!ZmLmbW-rY2lGwow z!YZBq6uZhMPRFhHhXCdF-o;8}A8ur%W z%iCj?L7bjzFv9&XxbNnP9)zV~(n+|+kQT)FSI>Scx}g_*mp}0rGz(g?CKDmPleGa@ z1PP^gaba+A;Fye@+zZTJK7$Ho+Qh3@fBGM7lZMg<{Mfg8AE3l4zaoumpkGJ$vBpaW zJ|KwGcw2F@v4|_%cwKCWzctKlWm15JI}Y;lUM4aFdd?U)hSEM7#MrwVcD(@@rpfCI z{g9JZ@@fO5RY|vrCUy@dzEXpJ@yq=H2jE;~dZ+6kaj;5AND$j2l(-0xe7_7Bu~Csa zf}>Fxr4R;ODn*714idDH#jMj-XlfoI?&34~Y#D{AL1-ZLRa%42e>SU)A5zYyhs6+s zPZt1-lB(XL8LJ^CHd@SU(?x*C_bDRbydruuY}ES3ZiSB@KhmvTdl6AQPK}If6ml)&L{7_xG#6vWLNwd`Ko}NpS@X zQ#gK~c^)OoCa+%A%R0M0T?RogMPD9WnEsdMF>3^FltdHA3>y$LLyzeBLX10hgd&Lo zXs+&^jM7PiQK6FQkW^7w$i<7S2X8IRUbP=f_vEe6-Vhx7b2OKRLuZc+{NmhXPBd5l=w|PK% za!{JR+~R4MO}3>Y2ObDJ?SA;22(jKWd=XCdH$g}_%(+q~sZrN9jKK_AGL$Fc+13nhj$yuG+|`*dak z6JgIbWICqk@+(}q*7PBsII6%X?KIcY*;jz)0(pIz^f=-nKtR%LvKJT9ONJ#zTnK8q z_+f3F+X+xhA<|f(d6H(41U{QSpEWlkiDy_kGV8W%1v8Zd3PEEzNcePSGJBCD_b8wF z_Z*QR32aWNudmY^s}QR*qI%m!nNAWb3vd?qo6s)1pWs7gzXn2+9Hi!w6m)F+*mdVD7Oqaxy& z8jk(^MJb0`9-sig5`Nq2x~Pug^`PmVa44~5t?P%A}2xc9mk{nO7*Da9M8Ypc>(_$%;AJH@TuYO+ZKMZBY zd)99D&;a0JLON9pgXgwpg`?K8OY1i9`*jo+jmCzT!Pfv*SBMlBRA9~Rt7!J-@KxER8ENA9KgORQ1BrP^860O`25z|P_bw<~@>i~DX z#0Z3tnh49uNj(?8Kt4i{Gn6fPfDfzw27YH4dW5hMbsPZ!r5PykDg@J}+w_xP2QDLK zW>5L+TL4jE1Xg${YFvWujNcAH8mtHVCoW>rCLzDNytNHehYi94GTYBF=F3;CfMh{* zUr-u0X6935a|Xb|cDRg~|D*<>-=soPrq$Kesdbq`W<_Wv8VXB3+8BC5HPUuumxR&O z(2wazGmt45|K%tR=;cwcKe_?xz>})cXo&Ee-WpR!0IR*d0iHK3vNW{itI8%eG&m&K z)}Ri9Q~^t~nt&fLoUXFqTJRd8_`oh9+a0E}BUX`h^B+^6NO&Hc$N;j?45p7f90~|( z7c`xQ?_ei~)}-^$M5CDzKro4R5_AZ4tp_0oa>;OieFrCbF*PW8C)`%u^SNHKpx1n- zU!#_6eX$;FS-Mz^G$5EY9u%27pvmxpQ37Zk>4Q5nq zY7R6t(i97D+Y3}!iS$5>jKsVgXyFTHDDx)(GdxTOQpXyMVp*}X0yeHJuq{7Qf5cfT zqx53?K{bgHe>=-W*zdvfFUkq2fz(=1UCpmKSq7>JxtHt$O2p2I%-Ml-!t$`f$uT1^ z&291s)rOop1Eh+nXw1lzfvjD^*ypV>*9MwWRkB?&0W?TbCMV}_=wwZu^W$gRCmc5X zdy-jo=P0&9&0t){z-^4MPBAG-Je?oOAwuT{W^1gJ z0MQ@zyfT(EQ$Jh!O*Nca z2wYEflFq4l-G1`nzFkGGx$}48m#^PcR8k_f-};0_vsL4kV?sh(G)SwXmv=Oqa! zbJ3Mbhxss|p3DfQhCO3nMo|?CzC_MNhafGT6jI~Jmc2r>euoV!MeChX{8i}0oP7u& zBDdy>Ps`2S_`O?k;I>rL?~D6hj*QX;FihnBUSr!wQEu)@sO=S49i#jLnBh=WJVlbO#mQ#%7?z^wSGb6B>goq)a-H9lE=~@5C%-sAd z$KoisXe~r|8o;|D=`$ep04PadX`*?^a4+qNgX_w#lfRkN_w4xzf8hCdC+}@i9#@Bx zNHkP9k_dcYHvzCEnMcs<)d2#?{3UD@LuLfmYO>wo_w5bbrWD<9TAZIGzR{rzFJA$V z_F%73wP35$TTD6wlu-Mp>M)bZGT*wDNU#P(E=IbU5F=1gS{B(cL}&nn1DuDqR>&2p zrhkS~$?PSWZZs@IY`P%b75CEWiLD>x3tK_GS19B7$ffXOFN`F%zW9^DL#l$%0{f@V zQ$OyJ$c>~b*+2xdmmTY#$n%MCf6ilkZKGK56C^szkpYQrKpj1e?FT2Y$XBI`E}g_J z{e)Y`-!=nH5ugJE?nh=GzqQ&U1R$Y92(opWKtGUlIl3M4!Z*?*^HANuq&Un;560Id z9WGMHek25CTemXkpP?rEl4)#KXs#6cJ(hG2F_vnX4)S2f0{y2SZj0YrR)XR?;LtZ8 z{yV$zUE?}u-|``ef0bTBQnGDOuT)XP{xozK1rtc?B*j3dhHxXkJjN;oB@ATd7-`9p z-9B^?yXTZKEzcnr)+g?5JJL>F@*)R|>M}a9d9Y2rObDt?`mDv$g_)-q-mbp*ByP8Y z$vqExRvR7T{qnaZR=95#eufTC_Ee~&se!~7 zNlnKIUOajvd84-*ZV4#$lIQDxWv8ErZ4APIZ?Pkssi47)P=AlU>9Zh`_9*DT! zTd1_e$x(v4w9GPCPyw zqQt%1>r~~bgIhkY^ieXBjM{1RjUg%j>h^=QM(n>4O2B^+CmHyaJHa-{Awa{$2Nw91*a5jz9NjfR)v8GV|e!UJEWeVjm-|t=X zcMdH@l3$ghz2a+|A2u3;G@RHz^)+wVgpA*iapAY%$fNZEZG>#OGlZ<4`s<;)oR zgzl*KC=K#-=OBbX%ktxE-r*-gb3?hK$T&-Y51R&-ZpD~to#l@jTpivYl~7vfJlX66 zB6AGFdOoPNWd)T*7j3)y+uJ;WE_nroP|a)?`-yseUZ<&{MAK$r2y7+sd5r#HK@Mz) zIoe6}Bh*omZaZj&ur7?U0?2#5y)o&WT-kFL!2AlAQ;=?a;o}pArkncx=6VZUmoDU8`FccZKSK97qU^-d*BOc1Tq} zHz@`9C*Z;pI+7k@U{nuu!gtVd6xFVu9>^Fi^=l~NOg}>8Obki|G9AoRfDp?T`z~Fu zqi#5(9_>EabGl&kzMAtriqnnR^NoJfvwaCNF4)-61@KUUWbt&o>r(PYJpYeR%OP_c zl598Bj+)2Vuz9R2z*3rA1dJjxTT{e*3_sDB>(PLCua&4nhdN+}dYK zkF`Da8)BoDijEd1BAqkYWGPdk1nbL#89Q@aqqPb2r&d4#6%OFQL&|x&MQeM0Q>rBz zlLEWac@K2>gZ8f7trMM~rPhyz@x3mHhw=yWD<17g

      4FEvhb^t&TK8)C!>kHKVeq z%Q9m8uJg67f$O<4jv~Qkhe`ATvU5l9LU*u5A!}GjR8-%AU}D?mJpBVFgr_B|qLTK- zZoCd^kbGAv2yF!a!f^;Q5!R34sOh2)MMOmv`(%y1BgVPrbfIDeTxbSque_-zwlQ-4J2%WjPqHH#S=AyL*O|(_PD3B3F-L;| z_PEJYlW`gG3_K=+PM z`*l1ZkF)ZX_EJ5BN+(ec@ry%j%ONr^lbI$qm~1-O77rP zdpX(S7+V8gCIQvHDRoq!3#d*AXu>KoGBWvPBUY5(###}iavE*Q zqC$A{!v>Og1vje(gRl-HoJ)}|)8tJCmTz(#%b|uL==6dvZ@;omDi3-sa7pHd= z0rBg?2;6ndT&qM0g2yPBeHRqonCdQgKpq)PAC?}xq4(w;=dihu7joC*y+S_0QF?}54f=g`@ez@c zh4PB(^1a7u)hwl+B2B#4vY1Ia!n~(+Dj;7VR)YCBxZ$$h3~t99BXWia1u)Ts%152hme0HLQ?(; zdeLWie~383he<(Zu+zaOUO=J}YMuHjXaTFX=5iSMRItnPsKBGH3v+7N?=oFq=HiWq zAp*U}7)0B=6&9H*59ZhBc)Z zHt+^v)JxLnmH~D@AJ`*rYI8-O95K;QE-4NK0E_?RlpZ?yLx`MXJWh$4c^F!NH8eXX+?}gGN4$dQmBvJ)>>|EL6oQ#+a zkrjrzS#lz8VNAKenP~Q+$N=;!?dJn)T~3sy0xJp)=u&030q)^U8mWsn97EW~2(I!L?6=x`VtGOw15 zk_L(19XMl1FoIUfpST221wCv%ut$=_GH;))4x~LYjwPemk#uGP0-8hLX8iK^%CbK` z34i$ckbT4}*6H1$5Lmuvqam-4(=@9a4lF^@-Amtx;y0_t-YwvRX>@P_BBx;xE(aL#0CrF+5&8!etj2bB>4fLWLv2}h^PT*Wo#elk>sP(2+62<7@-DdQ%;W=XJT6stfzn=vKT zNh?KHeJPyw9|rmIXYpzZhph2vGlJ*HigH<;ZDpb2MFT;DE|cj%zoufgzh`1iT-Kf` zKGis_){e5t-dZkKtO1)Ie$1j^G%1iLrU7PPnZv>DNV9PQzO&C zWOP#;HoWk`NV&E98Z?=)^mV&O-}|cgd)yn zt5y9G;mp~`yZPD36vsVgeHjI&E5iK1g_H^RMm6CsQZf3KfSr$-B*a+)tz^j(hEZT_ zse$zjSmcBDDFAOw2G52UKKEY4H9f2;T z5A{At!xm^<2=7!OjG<$V#ME(Yiw=b3<{VZ=mdE$Ee`r-7$C;2k%_`}F?GpqkWN@fg z>_3OoqeVV*ruV%kqyhr?dH6LR%y2Htu+DuTeTJE}X7P6k>f}Fj`mtU!9|=y|9<`-$ z0kOg0O|yXJPSmmwwf4MXCh?{-KbJfT|r0zq-sew(4OY zRVs=|1v)mFP$+XPKbCd?P90kt*Yo{-5ob}X>wK>hezz1BTQIY7nw3F``USjSDWAN^ zD>oLKnVX;-SJQcWga8v$TQo~kGE-3jny+Tydu2E%1RFBj14q0EMBi&&bt$QbU^1B0 zwGF&9hr#GF=K)Khp76JX(vZ!yu%SvJAlXbU&8VIeSc9&!DX#t^10N1x;@DzCix;y{ z+hbmfPwQB8Ap84bJLglO&X@aKGGUn$ocn0FCqAXcfmUkigUzZ&bGI-jF8A&v^vz?^ z=PwsB_=F^4MYLzl4oEI8%-fD7k_XZAnNi7_4-Y5+M8a3x*+B!1QBFajGcI>i(F2yC zmtx>JVH!qg6spbok${o>WoD=-UpAFQFQi2`&@*a7Po;Vwu&)2}^8>2KWoe;<0GdVc zc}Ag0zQdjZ5i3)2Dkd*VuXZ_Znw-koB@mBM4+t0hLQbwqRI@grRaRa;>C32UqragMUf7b7b|KE8UK0$xS2V?;TWfquv&Lm;XSJ)ucefRW z)j-rP)REV-TFvIU8%3N3aE7=8!V^6&pJocz>~`!ZP_!t^cTDEK)qF!Nu15A7kp<*r*UfUqDRMfi}&r%@XWn zK{m0VG1bz2HBIkNW~Rc8ww-FiC89D)uI>FUm_03(HQPMciPk!$q!9}*i%^g=Pxtzg zy<23GA)Pkzb&r`2VpIIqsO1JoT)nK-aO5Bc{)mg4JT4jroCp@-xqs9~IeB@~ha;^6 zjABv`p>|u5vo?+uYDSiDG2QgYW_rZgSapM}u#Z zO{0krHph&9;c^+)7Ba&%yY+8DHOITWJh92sDJoV7Oo7yO5d1<+B@5&^JCV@8P!=R+ zWJorH;mb$^z6%fPmzqVv!BnI#6TnscS{bK&#B8u56xBNa{+0tgc%NS)c3xwqn8v{O z=9roO=I-)>fX~GVvqf*B-XMUv^g~3p=Cs9@uE&I2PYN0-UNv|S_||1N-;|w#Hpvg8 zJ(nW9o}$d_GB>4St0Qj&Vr-f@Uen~z8_nbpfZn15mM>COX`3|~=+q_BTK`&w+@m{i z&k|D9!w05+GGxDmGSmL*)}}&|7(CsK1Vqp4CDz`23%>~~CxGyvGSSfsWZ0r>5RTMA zpA0tt4OHouDeMcdEETfHV&w%UB>mg5KS|L!WhG7**GO*RfV-#%(gj_B>(`xA2&jx} zoUyZETzuRBG+Bvkz>FyYFIp*wfZ{-tJCYksivS!HTchz~N?-Dk{ZY3F;>EvpBVs_% zIusO>@s!P*_6S5VrY+GaF;c}r&myL0vlnNx%@U-S#LA&>WVyJz&S^WRkfX&lZbdVM zmeiY0R+C$E&~K0JFrO`O`N>T}gg)ALzw@a8#q`UQmzP(qQgHWq@j}UvV3vz(2o@~n z&I|cXH2K{nE?5(_hr;xPV#LyPJ#U{qn)WE5nI4u^**@E*ORXGB^m?N2Mv~`K6n22V zw^@zkGgHObbc8?u4UJU%CU5Dn1Mq|DUQ6K7oOMnit$Zk=Gi9^ON`mZx$8ExsLqc>I zY{~t{Id0W*Ub)10@GNR=mq1(aI`5_E{=YhY{R$%%XoEGjTB&q9W`fpPJ_yTG31Dr15%>WKCT+tWfg@BNpajyQ08(2`@8gXrRlsvB zkaSB>GCY`32G2v?hyhJ&0{r7o@=>=@CMXmN-#g$ist4Z3(gj_&2py#|#jKS>W07fb zn2G3oV?EXE5{uJi5~Y>IWT@k`g^Gy;Y9)3Y0IetLML~!pt(Hf>G~kFvhF!X4BM{D3 zje`Y%GyeZk7?^C=@1yA=B-mtr63Japv5C62wqx=*q1(Pg5Ij>YyF#O)q7>p@Faz#L zjx1DU_m`jx_3miH_eGGp63l;mVlKcF@_~BS5&rgRqjS!5FLCTSjMB1D+%`1~qC!rZ=M zjyBQpLEXaAHexEo!4p(S-nWtl#mFh7)SX}m=zi1?Z!Bt^&?z{9Y-YK)ywTg}? zBj=zZD&wVM=*$^k?9jOkgIc}u^!NFx&ReS{F^PT!vbMk*5xWrIE5oj<>A+)KDapD+ zt#d-JW){q{gBKm9vqv6%%nt90ftXVViHiu@QScBR4dXz5UA@97Grh@%{`^J?qjsod zOZ2^3Ua|kP@?8CC2K5)PGpl#+5w$a4O>d)5iW^hOzX8+Oo?**fH0RbRjfq->i-gOf zHH7i{QJ?lndt_mFyT)5ccEAbH?rx^3I0LaT?m^pj24>Ez6j{wB-H+l(1w^%AySE*c9IE9 zAQ*8`kgzF2ig2EJkZXL;|E}la<~pHtlJ^G~b;73R$4$9PBizJXfDMe6xZY6gDkK}P zJ#-+rp2zzecjAac`c*XS%jaX^n6G4s~u@AMW_O!fL&F#?03qc0Q9%iuczeb`%q|qW50C}>VqDD zH{uY=n?(BJF1$RtpGY!a-4{n=m9vrQCn9PF;GqGuWRJ-eQ82p#Fi(}ic5DumqWD2l|y6Sly7!x__#t&=ld8fCptG-LTE-l=BEjZWUGWeT_@xOa}4BEQyA zuth|1Q?~4Vyaaj&W-YnIe-FJSf8dQoeC>*;a!*oD+ zR9_v~db?QYgEnV%iA!y z4j|~)(!G#uZS3a$MwzBpZ`7LElfIGes(MW|>DSv{{1dVK*V(WCGcEMLKrsHVg$*A$ z-@m`AtC!6!vfZDpC!KV}DLEsh){Qv>I{#9CZELbT^LB`Ni{BfgR-TdaWWFV`vGjZP zF126|+)z%~Q_6brGq)By%a&C?mMA^fN_DnuR5UC47`-W`s}x84URm_V3Her>k=ND4RjyR( z9Z{J=1_A@O5pGitM2dj!~FZU|GzQswinCp(U|;a769TH@72%u6HOWgAS_5C9Sa34 z{-h9+fEk zgp5HOEK$rF@gnZEwYUr}*=^s!9JZGUrNZpQ1;;ic3v8UzBVsC*CGZ7tnbJqu*x4&% zHM0pLYn^SGKuBpH_Yj7ELes{;4DXtTUdA5T^l%j(BfcPAw5)gjQ!#j7)!0DutoGv4yPf6^{`cT9!>`z0tHPdf-UF?J z1^R0-gx8B*qlA^!Z2^!WLNRO~!&Q=0yjUs)4RpS-r3qrXDR&FLCn6qpGF|Wxg-BHo zK=@R+CtSrES*!C1GNq*I*Q`Nkm}tGN_i6|ZaoUT%@E&nTynxA+TSIID6}Q@c0D8XR z6W5C{WRo2qGf(F-Ej+{HJc4(E)~2YE2QqY>`1qiyL^|a7>JI^KbS_!$U+nPa7H(vV zy`kxd!SJ|-mxN^n@{$uyP1SwQ{F{Ik7$Roe8rY^h>ZIPK;M%OvuQ^~ZZ-Q}$_nzee zRM8Hxq(q<>FEQG>_$)O$Jd=5NeV+6FeU8?1<-~-D;~#YulvuCF8P1>V(9z@2b64ge z+VzsEbvyQdSG7$0ckU4|&IdFf0nqDO5@Lq#aP{TXGygyBy?I!Veb@H=Yd~aZFiVml zL*^oBRGi9Cku;E$LK#XTLK7-Ondb&$1Et}NqBKY$GNuqwh{_O>q4Ipb=XKrN{Y=}l zJ@30c+w=bO-rIR!=f%}<{Ep*$thKLw-`83T4Zapn%zE}}lC=O$lTHGd94dM?+}d~H zb=01w&lcx$WOtth)<*64Zrwk3;&dwZ(qAd%_Ff0bI(3_$&XrXlK~G1wL~VtLJ;) z(VocYEX3}j*P`4JIuU&eHCvQt-2izmoU`s)rwOlxN+j$TV$6-8*BW&h4_SU9`yX4C zAc6lcXxvRqKNKW}ke@KY%&E)7Tiaau=eNIyw3c{63#M=#f`Er<8b_d8@fi8y>f^q4 zr9ybYTcQo?ToidA&b0skH~()~ z`E2qi5e?|qod&!95E>u9*b>U@Nm}bD-g@b-S&HQ(N2DPv#kZ)sF4_O4+x;vWHZ$%v!IhsN>2)j~p zlc9#G^lpAAS%GneX)c!IE@C-!16Zubft1QE8h8^|v2e{C_bTkQjACx)ha*d(j$lc9 zO@xi_$FM7H~1kR^Y85J$u;_1l{>&+41foEvYI zu15wk$nu;pufcK3u!D17GhXR8}SrTE-`GA*t11k=(_PmJ5*olAe%A|#U|dh1uyPnYxjUMF!& zJ2NnGJze#pR);94SLYTB`y1bI0G()*-^a`)cm8_|oDkp<-58s<*WOz+wWp@04m4wK z(F4dly`Qi536Gn5Eq0jQuq|&swSN5M-slZRtD*Pz25y&>Yc2J-8vfz%BPaTBA#wXo zMHpPZ>fqEPHOw#Y_}Zt-p3vOKnVmQ8BJ8J-)B(^Facl0&%6ako|Dm!~f(hQkoe>QG zowS8$EBqKc2}W4cR^AlmuS^{-M-nXu9{&HpCf66!V&=P(JHG6TZXU>Fh}%|w^*s>% zr@2NDhOLC0w8xQ-;sURjn{m~1H%-Wk7LbaTvRkz6rQvD%CzRrA5(Mngqe52`Ryrb# zy|UAwoA~;@Zw@;28d`8YHoilsx;2;UlBPrQT+%5KDvnT)aoEhlD<>SX^HF+4^iI5t zbECO9r+GR9HGcbx_mBW2EJ7Vs^?b`V3CFU;!06xJ@h36@cm_;PYu7!wSoo7uQ^%T# z_*ZV&Y1)_8^b@}>)r?>Ia*6wAJ7K8()FmL|{I3?%FRe>Dtz9VOjOe)9dmVn%$F&B$ zzcxq+%kt&R`eiLgw-yxov*yv45#fXd`RDUbn-9^6Av|P4KNF*O&C=yJ1__H7$8X@X zoa)sG*a%xo1WsOpApNs;Ud~atYX6`}=_~mZk#jiBjCHC19C<(x;z9(CZv7TJu|E0Q zTCb4Y*z4buG)fISIxyd!uRcVk&=tN(;WtuQSK%eNJAI!!NsHU}PhQ|~WlmLa#5w=H zmwAcU@+Ht!lJ+MJ!=Gj=F~PDX#X#s=LUki%o+UU5LBKFmS;{~WRccweXYr*T{jv^L zta&)|XAOv&sbs?h@%I9KU;KArPN|4&6FrvakHz==dc)+zN$20*jgDrBwm%gb{4^jko|kh zl{fpCV*1>2fq|s;&4^Y9zeqZ?#{GvEloYSepS=a7rziC_<4JB;Hs7ffFtdx^XQQO6 zziI_h_%pA|=H1jx!mP==A3Y)V^U%~&>*k_}`r#zMxnSM%1Hz!jr4K$Au%h^4H@_4=Bli*pnu{iwWMlyyd9OqYJg!n#??L-xPCxbB>k%MKX~dOs&X2 zq6&LBYf|Fd@B~U=jX&Qk{_IDDb`=Wwh5Iqa!LSDtgqVEC#i_}|PtOIo;)&R+lYUC;E--=+_aPA)4ap zsJr_YT>qnxeC#K?siN>53IFb_*?yS|8>?%ddHtE)IO1~YDpL#`dktF~BDDJ?&-2f& zO*kib4PnJ)EQu4@zO_HDeRrXe=ls5sQ%u3Ud!S&T_rC5^`C}?C-2-8di4K=UAD=!l zbD;3v-pRQcId{{%xn%n}>_b6dDBaMCWqS?@emBIeP%M9z;V{?2Fe{)1FL=}{|KHEF z(-{kA0k`r+__8NrHu&P-diReR>_*G!t{r0F;;GDT2^T@O1<}Bm0x;wHa|I5nUFK?6 zA#`r6bEp)t=j(@6{*#1LQ^@cDFX26&wO5#&gfVIyjCK}vmiDJM!uAC-qEA3~*tANz zYZ2f45L@ukreCGeoebh&m5=>7cuwY1ZId$TNhAW4c!5mB)$<#siB5`~<}bq5EtZxE zhcdqI{=#%6q!fzEd&_YGP5jgRRS-F%=K%xH9WH3)h3w~tE%qcIi)%G{0x7P^pvPlU zHjVx&4p)j#a8ku<&D+UK`ujAGcjEig`^IA6M3KsPd&doGUc{8ae z&0mjIzUFh6V3j{MkdX|2;_VQUzv0iD7Gq(vW*i$o0uuP?fyxdqN8OInpCleOdl@2M z-!0q9Gd()#T*8VEGiyYArj!)rmWUE1c*|}dpP2UcCvJ^57ykUZ@Rj#%G3M*c`qbjF zi}JTL^H}GNy!`H@@M{Z$)n4I<`}r`sRphp}qD8_bLjNEwX0G!hb(6b2`|bHNFZuFQ z(C>bs45AQqUaVjPEmX6_aCe&W##G;8;dxsvT?er4y2HWLhzOPHT+*1B;-{MEE!>;LF} z$(wXeJm+EJdWCrs@FKcoc&8TNfVWRuG8g06-haZ00ivO>xQJGhuT&FmIK(nP=gaRK zNH5GZgcomQRX2W!V7!FC0UySq9{v;J=FQDrxrlHg(&SuW!LSkgjuM0+@}Iu~xFjVI zK7ank2)0lgf%RYin^3069SQDH3kmnkKnPBt*T=>Ow}8!a8hqyd$;tj59)9v^wWKxj z`OIg}zs=e(YPXS`_9HdZ(;ZBYK9E&iV7lE(*3{HkS6y$A-syOS4egBwJ-8AWU^Hz& zpizgRr!}q|YsofT{dVu5{<6bwv>dNqAM*UklOvlleLl9dFsyh+klH;O3`?%kei|-o z90OP`y&N8;@3;5JkzQm|CB^%sp?D%6iDv)}^n)_z&nhe|{KjUAWRJHxA1^d=*7qJe z)`w|Y3inTqUHFiG-=X^Y*^ldZ>%^F?y~S@HF%k?7QDvfz&Tch1v3E~BA<2Qc#1=tn zmIMGFg9|q2Za#Rh7rkT_))n-#DJ0JUtee_w_XdBo-&MsYUFe~hYjbo4pU zs6h&$T~~!B-=Pd8J_b`Z3&2l5wt8>fHA5J7ZV6JHroM-PZ$sX^ew}=mM0|)3iA+{| z+?xkBaL=@*B<%WhviiQQTidL7e)&LXD2n5hw{PEm<6$XV`E1Jfs`xrZ^AMB5n9U~U z8MINfirn;b=gy7{7`dQbqNe_fc|JD_3%B9AHDc?Y=(yjbCdcT6slyI1fY^FixAs9s zt22*dNc1VuXZ(wjY#{5Y!b0BxO~F&W`Rc{1R#|lJ+?m1ge{o#gTogZ6Znbdos>s<= zp3L;9QH$N&3UzllUjqqG?mKDiKp7dCu@fd}C@U*>=+x;9J*>&z$0w~5j}S&}uYIE1 z1&d?jckxHsN);5XR<0a*^Udns6IT!Pur2t+QqBHc5~I*{%MKkrJPjwPSl7s0^g)>! z8J6?sS1kPI;i)q3A#bNq+qP}j(2E;c#(c7O*^S_R7;kXTC0z~ggYc&=1doNj< zZqGK$&J1nYGh^_8K7INy>^+tom+Fm;bI-ngV&L*lz~c2^a{c_9$8d*XO`RHf)XGf$ zv*Z~lD)u>KI%UcpQ}q)Fs0vn%KTc(292O(-zyr#3%JF9#5?rT^@66sOX+V@BI z$>G2IV3Uf;%2LVQcj$v*l3PXmHqF=`mzo&dI@!Xa3pq-XAT#pNp+hdTzGZA^941E4 zsOb4B(5jUOS{cpKzKe_e=a#Bd2)JG({LH-`)z8hGZ+AUfY^gOXwF zMcw=hyLNSwH8vu{m()2rI=*`puRPhrWDGs}9BXw$!#_thD~B`UWbWM3?N)Q5DW6Qv z%uZRMC$Y4)-U2vu;>RA=TR)b5y7r9pA`SJSwa<9jGDZ||1*5gJ3do60OO~|Tv}x0j zt{t-ewEiA4Y*;=RNWwDN@1w_!GocASv0RyXWWGN>_kZ^EyycLWuU-X`&xLI{7ho8S zgY*?$IydgzX&JX!J^Xi>l8oA%U9US>=#JFZCZTt$uaqROeq)Y6qr{{r`tskb&bWNp z8A3l}^_vbf7zL1dUl9P?N=S4vv|o=W0=LbaAI@BlA3uNgA3S(lsWF$J`FX75VA!Jv z50q$RKaae_ZZY~X+cIe^96GxvN03Vnj*RSEX>h~Ke_W!C{I02AAEj!nY`LBhe z-Plrkx0G}+>29QblIe7l=+WN}*66RR+Z$kKZqUEpy*gxCQMLN62%c6I{cIDYhVY2)~)a}&!{L?2-^7xDxlNUuk zCL$CR6}dp7_2dO$Fyd#*!*=3KA(z-LKN=JyJ>-D-c+YM*cduV>!+puv+@iZ?(6l-+gnj=3vH?v?q9Z)|B+c632~g%NK?0*db41=oql1Z?&T;BmHeN zR}bPh-Q!+V_U)47CV8~YllwRMgps*!wU;!w@OYhN>wAg@u#jt@DeE>(;dlR%uGzJ#C<7;Z7aj+qZ5dG#ZKelr@h-86PO~ z(&|a$moGs)haHOs$Vp>W*hT800Zf{q^xSARY>i?m+^gE!4&L70-&@9yA1}U@dmqI9 zBWVd^HBZFGhA>|u(t}%c@8LreM@LnHpIe*Kqf{hn19taLfMlX}(lCGsBXV0FMt!&4nx96BQNC%Bi)Q zlJSKKb(7+)JM5YoynTCz*Kgmdj~LO3IqF7p=XT>l(6kD3I;|R{^Kn$n?0E5W>tAH| zfpf~obMdmSPCn+cQsR*|$w_J<98EImGz*I&UiEvIeLQ;h=`&!!fKx9%b<^0xG+c(+ z2T}w{a)Fdiix(pBOlbDt6?udJ*GQ?jHi`_4ZSx|?ae-ZM>QnId@6xr0PpHDmqj zD>9WO3?~j?#~IHtzr4IB93SuYleBic#58&6U`LJsjGCOVe2F)9OJwBpPe0dB{J8bB z&AF5fjqaMZ$&$5e*S@RB9Cz%V6#EeqE_}7Kww6`T2O^ANrVaM2Oyl7PXUv?*BDEk& z>XccPj7@TKbK3@Xl9I@8&}Hn^v@^4t;j(z0mn=aZJei!Vkb6q%ED7;^Vxrxq6NIw5 zx*ZfmX_8OmS5BeMx{oUCgi`3*bql$RBA_Qj2@h*~bSDyQ$J=p=A3@_$z}2g*<64q9 zmzirn^kz@uPDE*7yK;xE(oEXwsqNmis=C_8X0d~1RQYTtGK{xPoDI$ zPdvEbSYV(OV>n~1hk1Q{JCk`?jTe5z>wH`&R!aF|ERsmr1z=2hC$YYC-zPC)Lvw#$ zD=S5Y&50*U^itsRbhv@pl|!TMK7ZbqMxy1b-y@>kxO)#Ht0*VNd4`Cj8}mOS_mFF-|FLR?%fZaHxbO-)T7_1+z3F+*Nn z-mB^3g7Rn2t^r81qxbF&!u}jX^T~}HH;kN|)CBGGNMoOKwb1J^cWsQ`F{SSJ!PAn`bE70q zNF39qO*6vo?$!LmOXMLI9`#?oVuh51KyrA(Dpk&0Freuaji5^(p6$dr+1&K0*lUzJ z@c=jE2~1tKfM88cP1}%;0VNkFCE66**eWQ>8jEQ{_jCOHDYX=Udl~CKsWQ{YYX1D& zZ6h0Lcx}&?BTIXGHUP`NtE;<~pC44(uBz$xj~}_$t_80c#Q^6v!1M^pRk}-5NcX$V z&x{^D+Q`^gib>8A$<(P+KY#st4SsJ716sRw>y}qk)QYnsbdnpBicWFE~oZqyWOuSMA4=@#<;$?VfOefDe>bmC+V5)YH3p?t|w$y4(h+IeB;#+f0`#9Udo1&U3kAmb`bb5?=dRNQA)ju)i@(k*Ev4=V4gK&!lF%<4sB3h>GPx;Cj^rmNCl^4P|5%w5 z0qu}`<3^mZ>pgA;0gs|&GQW$^sJ3TXdBK4n>(9&%BY`<%nio%mrSIbO+icx_Wqd&G z7%PHm#q;M<60&+b%NDiy>U-4m^i(+PKOosegkW<`H>1YaKOw-&x8O0e(s1r{Fb zyJXd>2%IO)W;vQg*@r{L+p;=S1*@!!a-R0}!a`^KvOkzkylDCIoq#@NymVVnof;5O z+s)#|ix=Ycz#y=Vdv&d%;`oT`{zpOh1b-28L6Dwn))ZheesXJAN^5d*asVONp|Fz0 zV(;F+UxeSFr`A%1W4p;RMSz;mkX6!gQMrs8b@RDNBi_Q(v9YX$?1P*xyaRbjXQ&oL zayX|v@uTZ(Z_l58qOrI9>ZVC6E3fW?4#|7=tPi(?`_+?z7k|xGX2xe^X68M5v_EmL zLc8scA3x@r*ifu8iAjeV1C`p7ir2JFW|a25va-K`ImfcvO8)xmub#botB)C@$c+d# zRS%@XCYCl(cE1#e_wL;y$llS2SX)9u>MBe)GW;Zps+TWc<_^B})23hexoBGh*vpqy zRrzauLjm)XCreY>Ze>>$7!syRk>?GQIy53;i9<*~J>LMzEni>X zWP=E5pKss3i9<`ljL)eJwcb+V4nrS#pdDj2xITsnT4VFK_n(!`itUP8ZX(`#y~=MB zSL$B>{7Mh}H$m3Ju9LE*Bxrj1)S8QyEeqqrI};VB&6-uncr3BUR8lHq%$4vjeHoeH zwmxgGw;iCSCh5IvoAy8&y#y@6nX4gjGFINTYnKu&_ zem|_WOo?9JP|BF(PpdsW#hKZ;bEgPMAlFxnix4Q4zj0r1EJHux?RT?qzh0rkM=+F5 zoKdkq^4*g(4LU;eZoP)!9mBlA`B&CZ6Op4qnw=&CMIZ;WGE0_x1%mlbC`-ZFApns9or36h{yFD*%&i z{=fs;1ex;^9WAGx+ z=%V($$B(;Tym(OrGVE+mw$FmK(QydzdqC{v!%sdjpSh>Ji`n$)!BJ7F4lD9B zl68_6@k{m`J-Qu2Ah)7I1;imOskpMP3#(Q0;H~bF>~Q&aCE*t0SNcrfcgo#%?b^x2 zMJaS?-##!b?B<-J-p)VQtXmh7k}~F)O4HY`!HJ0@fB|h^-rv5`SizG4lhh9R03Wj3 zVS`P&U?MDlVGy+)8DyA8p|$78kuc(|32{SX;C55>JgUZIroRr<&=_D~pvoL(-LgTm z92-&!r&o%*m5P+N^Nq6eunCNYLEexPHgPB(Ad2*rJ1LW(#E+=dW5 z3F2Tf^0?<$HyztF-oPM=TqpLdm|90FeMi1jA2)6s-G9eRe)c&De^CG7!!kPF>eJW} zIPl1fsocGjVunkd4U{5GmMY%jrt5Djll^w zd)BPZigRNhlrGiMTQH*O!kPO^rzP4<$XKaRoDVl*N{oW&fkDsTK1%EO%{oA#;I~>=6YLGlb(fdu*)tzl+b${HU^hb{b`Nhj`cCK`<`5ARc z6jsljqHa=GX9L<9!g$)6$J(EMi%-emUC6_M2h8IMtSoF_ANiX}D1)J>gv-45#sw-( zSqjCCJi2KLvi8YNQi}TKl`rmn8T?pT+t81r#jg@+hOxC0ED*aW63ybR_wuxv)i>dX z?x)Hei(kKfiK(Fnw>i#mUFG31ox>iRpFde$U64K;VK&i7D=L!dVT*8&@QcJvoU{r` zkrjPWA75k_I}RT@^aL|p-C1f}qWvPrKbn+k0=?)`Q<3dAf!k$|fRSCc5LOetOx&E* zl#~}_VDn*>L=lgulg58M(@ ztMFGZQ&XDOTv}AaOeZs`TQpsNziN9yaA@#A|7_0wxzcf7R>cq5?nU}rr=B`dRaMot z-$F;nStv4puX#V4i`@L2$@x~b_Jpf(3!fU!axHE-A6z0J+f>=h&)t6A#5I?FKi`&QB? zvlp9xuMp=1Vc^}y2}Lc(n)l>*G^9Zoh&msAO;dAmaS^j(%e6~=EI{>Qy8_RX-DYgWNHK1@<2B#s zNS1d^XR!wX2yIGQtk34X5Y*{93BRX6QT2f=syn{$Txn`U5#e7%LaNX5O`a;1 zlW$~e@nS?>KK*x0jD+u-Y-7`%W>vX)^X45sdbA2Ax_}V;WPPoRlaqvE6^cMA&hggp z)Z}C%coYZoQ6twMD1IZ?x${&zyIz1SNq}odK2yoK5y9OKeeqkrzQ4Bif$J$=AVkQ9 zWJa%ZTl1ej?afT{BJgoi+TRP+_XLEh9V%u~K<(|t>O6hODd}ekH@yD*&0_TBl~?<6 zP$lk5p08IaEzkdc`op9kwV3ngI|5=EHJ*#4bB`gPf|G-dY}_1?QSpMLg%p^_RHbdu zK$Cg#M`%^;-Q?x4`$j>5ER6JDL}B8JJb4tdvUYiw&E2DDB09vd8SuoYKqqd738;fF4qrtlp#gxh!dW8@n4Cl;P^InOCCH>{3yWF^~ z|Ia2CnsKB6ZZe;yP~&pE~Kmh0HD0LtV^ip9B0RL1N<5g4FW*UHm#G|$3z z!*9l3>P(tc4Wcbz^q1GKZ_Bb6awM)%Q1BP6VstZucz;V;SkZ);wj=8heFiU7obybk zG-b>PO5OP?n>MxRx~wxFs3c}suyRAxcN9~#*$cyeYv^5Y2s<--DA8;*Zw;kq_wJIo zl{EzYyHzG(lsnAYmXEjIj@&Z&)css2Omr=XsU=Tt_L-d31@;wIKV?P%hy|9S9cuj! zs5()eQ|s7XTG_XFt>)k)HTA>Cj-7(V9X(+}JH?b=m)vst>*(|p-18rq7tt>zsxmwL zO7uOdPn5bpiK%UH;gYx?!0|Dhh@EvjC>-ok%P?Ky#01_r1+)m5H7 z)LvlR^A4B7U8NGtG%K|=5>+qs03@+0(p$Do8*QDaE=4Vo?wv<+0z6@fzQ>r&xa_=Q zMJK`n#hQ!+P}82MLqh8f;0|TF_)tF#+be!kdY!7ODlD_0 z86?T=KXWkoNois4x9zWE6gKw2keM68-lXAm7&2stld`RN{(mo31c){;^m>4%W=Cej zGi+Vs#m28Q8E&{W(wlxa0dpJT+&4UsF={YAet70>h;@>1`ryZ^HLqUf{W4Q&(o?Jp z0oJ_&q)uVhYe`+>0gHI+Tfda679UiTtM|v)*9GdB*4TD}5~2Wn1*?HKItDHM#?70{ zJXMDAzuP)E41kXXdPx%MMw^(J05bben&eQkfl6o5iWR#6gGPxq*N6hh7SqhloqZmp zeG_knRxu&D`Q~MMSbrVcNY*I zfHHYEzVeyxw1G&5|y5wmp-Uqv~Dz7((|I@dnM zS*R`25W$gU-8!^6J$qU9@R3s*ebfj9IB!Ck_OCn7!?U8&c)r(yLr1$T=EG8vhrsc7 zV5%h{u#H&h6J{z69HuTg$rW=9b8!ZJ<_-y77^rFD?5r+%iTRLISHQTG`|Kn;Xy=Wa zK|BI#zjE0%e3>BrYDYHcvS{oxAz_KVo$$N>2vbXYRAsWGfEJ6Js?AcRM@&zhI+cRH zpklDGC;7#cIx88w^^8c}xiwin`V!e(Rf$2^j~A>#Xdr4)ie=?B<$L`(jXogW82$42 z%zT8oU5P_BW*J(|oA?uMWi$)ONNJdDyW0ZS*~wRKdLiS1E&|xtBOO_o*o_3w9kE3Q z7o%W0nJ-mWtw!_%a7E4)@7=WN(@j>d9vkpiOBl6<;2VJqgB;l2W3*v|E)cO#vtO8x zXd>Tz@ZdIx`Jm8p{p~KJQw*&tTl5k?QSol0A2M~p2$go9+iQND*sw%PmA6u7^=mnJ zS-YB+f@*b7@6C{D5@ZoeiN%66cyD>MCa|(#jfG-{ z2Rsj`D!v2mPFljz0O^$6I$)o;4Pw@M*c3bpd-m^V!Vvosq`UMpSbXG9!S@NHM=Q9e zAKj|3R1WCD+fjuQT_1J547JzRBex6^i*W-TF-&Zk9slTOi@Q?0=)2}wJyI$Qyhd&B z;Wa$vM^sLZA-K*qx?Nn!upx5N*r__cv?{#Ierch)liBObacREf2cMti{?25~m`9-* zb5oL1wvysKq! z&p0NEg1YV~V+NlF+d=vw+eC!ccB$8F+v_;A>d*t`zW{-2lKg=w6hVwt2qQ0>5J%Ku z_*r(ixM*3r{Zp#a5sq258r~s49PgYDRB2kJ;dW<0LdnTSIt2GdML8x`^XttNWRD_o zvuZdPs5E_c{C+qu-T*62+i{9k1RM+wFb=1w=_%a@QK4Xcqtv@KwjR|j9K+K)y6QC! zm|wrO06@-txQFt3C+Wj7GUqb9Q^GNz z{V#aYLwPqW)czSWW`xG+F3sGtN6~DclE7ts^*30@X5mEM25Tew+%(74zynR;mjb5p zl_m>T;do>uzSXeM&|TAs{gW|Ztbq|#PcR%FV;jxF^{u=-VqHyrHpB^Sn}c~0pn}u* z7Y-Wycqs#nI)#DZ;E%x2A>+p%WPYXfIaNh}fk&hMYE~TH6!9~y+7k4AjevlRo6A%o zF~jL4Kx8Yq4ZJnR`|S)73GdxgV6nZ9_uGzIy*mNi%av!KCHVUJRii9vx^0akPwEC* z#Ye?<)xIjS@b*gmS=3#meijm&m>dLxMVkdOlX{8|h zJ=*-tWKzDUW<)y2<97{rkI%&st1EU?nR(gB8ar7icIwzs2&|w8Y=RxAo&urn5Et$$ zbrn?#MRO2Th_F-8+4_n@cAckVcRrL78EqRY1;jAn&v@7YXQ-LcW5?!m@lp~5c~QHt z+P-9b@2!)ia92c@T3ehV`vwF^7B5*cVAQCHY*n~xeo%ict*%%$uK~|L)0?>n%PHnFws3Fxy^a7o!XiKlhzmU--P>C$s!p%uJ- zesPtQ4!`uFzFq)XN$Dn;29>JXWhi8l(q|#ux0`ka8GdeVZdegAkmM7u7VRV32=mEO zmJ5~C0lO0tYQvsMe%6|QbZuDm!d&z57;-E!#FCn%goGe&vOsFIK+6%o5073XEer|J z%1)%h(c0RsHSIffx=!uvUOJ#^o!*ORoz2ZU!e<~fpMh45yF%~>s{M`~74UnVa-ZC>|R($+oKt@{gKt*^!bza*<&JI85XI|%OMnRUI*Zq36*5pr$U1Bei3UqL}G2>J7L)aSvIqqA`K^oy}c|KB;jy_mjK77n?iR7lJ!};l(MSQK+qT>Q8PM4u~)A!p+Z7ewEO2x88ASGPvTZ1Pu&lPx(D<{ zAWXi9+-0M&CD7L5@ZrO`#l`Ye@sb4P;cMz1cj9d_S-xCT-gbs*InN8W%Fgbf`I+SO z^eNQwU^#@Io3)YniQ9D8da`7!y?20Z+9nu|&_#kI#aQ^1BKX`^++8yE;<*$Jst7T~G&BAKN2L+P# z(CsQJDg-+cG@$JKX?D$R6^=5&5rG&Ki9R@6Si+=2wd7JJR?(cFpP6do^oV!!R6@db zZJoxM3Z=JAdve6Yu$=YBPnn9t27B&Qn`d5sc5ydc8}H+sw%#IN?SNK!_z&sPFPKw)+Z zPf?3u{Yog%EyApT;B|iFhNr)*-Cg`wzR2oDJO5U2 zGuE%qFd!mfL7^n4qy$br;pEe!sO7n@#lhcmnjh{eV#a~Q+AtfgI3ayg5=?I8rl!8) zRsXyOev>!oB?s<&o>W4g-Y8^T$Myv?UTvVs*M3*QJ_SV_K(+dB8v-|ODyU`}Zpp_$ z!=Eo5O}nV-8ChF*#T2rG;xrcp61Kbm)E2?XbHYjU4qGsQ1r^1sv39PAJuhCU;b9p!(1~sO={|ddr4f>v|*!0{Y7r(92bTkDt;q`*x~(wM6cew z*$UpGgsffse2uqvuzg}7)mPmN{e?Zqx_GvJgncSg$r`_A&>4=*)z)7g_`u+*^K)|p z$~sl#?43VyiJcak9YgR1NJ(gW--@n!5=#09?aU3h$X!TL;?%PMaTkE%6$L&1!{vJq zhrX<@?+5{cBjzOZGN!2X2Dlu{cxz!D;z`3AVAkNPZr2VXA@CwpVQVc!L`^{w!s{j8 zi+_vT#k)I-$M9VF(}#v`WfZzRq_!g$Ufs!KeTCUYkO|ljg^O5#*hAhQ&zzkdzdJfQ zf~kowDOEvD*C>qdW1GHs;BaWNQ=atWsO=76P^q1#PoHjUZ?6t1MiuCrbWv%?&F)dA z3bG1{q)D5a-#JTM&;B?=v$3 z;YbeA)ZCJpIg!^#5F>be#0!mo2h*+Q_?W|upd>j5%#qcHs>JO zj|JpxXiO-{E`Rdm1l}Qw<6Ab*e*XD%Pi;xT0S!XK!i??hdz0u#!}ncWea`L3Mm>*{({6WE z>CvMdeFZwYx+j^fYMbuf4Ga|^@-H)A@^Bd3Lsidt*W+zQ%|g&DEW+qT`Lcj}XN)v> z7(>Iu3x%v9%o+G{1sTD+=Ea!5?{;3pz3zlqX--$6ETN_j zM_$8k6Qrg#V#F?=o?&u)a5;JTYpkGZ;Eg(k8$!TLn7wJVSECPwO?`Wm+-|~` zDN+YK$2%l$6g$tl$0Lv#E`FG$`3G%Pn0fJc*i95x1I`*%jzi}QrS6zN@x6x-w_*r~ z{5(-cj6s8DNKPM2lz~^T8tgcx%?`T9?b8XVIqZU&buu_u=2&vO+R9&ZV53lHI8+TQ zuBtS(3q7aFhw+gfGku_vphw4zQzj>1G%4g=Xkg&VB9fcP{}58P$9tz_VbM|*&y$l5 zBoy@hmaSX!AoS5JFlY_|4&S_5iP=_YmFPBvZ)@pp0M>| ze}KM(LrQBuGTiS;Lt??k;bWSVek+gdwR%)Mu@aSZ5YjG2BheXm>+aoHETwY*e!_mh z2}Et&13-vli&}jeoQ)c4GzhUi9q>&lP3P+Tx+|hOCv?N^Of`*oV0vM}m4mP+_-E+O z8D_7cq0xJsTgU11hMzrg=jP25Lb>H;AsVrfFcvP6E}dAQ>Fh;|Ud{QG31A|DVsc2H zi35Ybe?XU}DMXnX6xmoUt$|!F@)ZWx^vZ_f)fGAO1a*OAZE0zl*i?{e&s6|Tx~iz$ zej(q!{RwO+?@q6Nk-SKT8k`Avi!Ox4pCPlw6V<=bO`)znJKoyVRBO#UOJSy@ODg%U zCZ>$6>}<0Wmb*>W`vb^yJzoZtq?aC=Y>yJU!Fd0XBW5WnDPpWt@3D*JSQsnRVLF4@ zNYVIbno3b=9T-!{vaqu1Cu=X8XjW4WbX8Ik3x)sHQo}*&kGX;#A+f2JJGG$y;~rE< zCqVZ50R3DoZjLn=PKV)M0LDM$t?j*Wh29&zqLxNd=dPY(MBfa^`d!vKzKq9F+684) z11%qDg7SOg#x!_Jaj~YQt~O_8?*U%$L&7m|g}t+iUQ8z*9F$;S6jQ#pQt~Wzaxx;Y zxK{S<(`WjoU*GyWI5=PeS&Z$1V{t)yb9{t-;^T=UnO_}isHmVIT8|blT4ant*6(}2 zh-ydAjq?4Qu9S8Q$;aw<{X~ZUAA_qc-yM9{uU|ys)LHXRfyCKK(rLSil%9Rk!f~D3 zd|o;|x@SlgX;6~jQc7Z~f^u12d?F+3F+y+j=3hf+9oGru9U%9sQQ_m;6SjRn_2HXW zEht_$NU1%Fz~A;Gh-0s6YC<5Cor&*)K>&NE(8yMB{W|>{M_v2B)=4@_)+Y?t-F`i^ zFi?CA`!52JxI}oA1VEE9cFd+`=qWN5A>Zzx#Y?N__u$`ol4=?n?Q&0DF2HoeLt5nZ zDO3)@+-Sy(j?`YFm?E{FMD)=u8*K3NyvLENJ&Te~o|LBfXj^>zvcyC~Q7(v<7&7$d z+*snm6AaAv?<@Xp`t%oCJVgfSb2nyY%>82Br2uOvHlRGLGy?adMW?PX2~ta*+Z{N6 z9lBGoPoEu>9;eToIl&8TIizb(9Z$7qm**>&rfA#hjaoQ}zLF7F4;)@K=&hsUzn)B~ zZ>YofT6aCc6SR@<{*s5@$z2a%EB|tST7z7N4hd-uz7SVZ5(qpY%VSxVyjwf?&FYE5 z@v2w5aeLYPuNfL`&h&sUqft}2D59SboUx{^|85xW0ZY>1%W(I@U8B& z@#~!lf<3@hT35jLU6f^!uQIL{+w2Y6n5ARL|3_wQ6OJ*m1=1E$F=5qk_+5Ai6KZ+| zB_(O22`)?TEZ4U%e`L9^*90xCEl{%ttv_7o0!mq~zp)P4F;lqytE+=aEB)2gh1q-? z=6Z&C?>=^H2eTuje61aWgM-H~QCqy?Z8rI5ZG1*YO-V_3i$i^n(3V|A5jAg)RJYoV zDz>EDUoSS$ia!kAO%4f617E{%8U2Bm_eyTLZj1FqK70oDaHu7kPN> zpe~pAc3qecYNzP(ah!K&mYYf1AN_E{PH!@DqI6D-kdx-Qd?t6iLYWuVJeE;JoG=NI z_T7J`7)Fo|3DFj#Y`ehyv6ObdrCusc%?-4|2#+PbYy{7_8q4;Aj8NX3mM)c(_%e~w zll|{Aj%u|>4PZsrU;w6&_3T((u0>x^vgfPG*ir>2iF8QzW$Jam^22`}j~lD4J%!S@ zE^GYBC3gom>&VOR&~WSdI^$3;OwO&lYtkFyCaP^#@psSj`g0!sU5!UW4)Mj_Vrw@7 z0R@Ey*|fbxV1GCemT_p3riDNp@NrliHl%A*K4?InzkG2%H@T&`xwhiFjNZ}3{#hem z%FGS-8w1Berc+Q9#{or62Cj)$1fq0PqKni^QG|Bvc>YqC+&W3PpVuRxix5DOkd(r< ztQfSC=#`jQKr(gVU(T65E-A&HJ)3{?W|(UySz+6JyuQ;n+ZZ3keu#hzLr_-zZ+v~~ ztGB{#WRcgOJX3vO|#md`<-F`jkRd6o#E z7y8gba_e9Ie1X&?$kb)M6eeO@73O5TBIg#?>V{Wm^q9WDA&lIy3vTJptHgo`LluAf z<@3XChDNS*NQ?QHv_7TKScAqu9l|gL4l{oi_J~y0HQstvf*!Sf$IZj5usz z?Nw2XvAivaQZSY<=D`}XY;mf$r5QJfRt~>iWj$1ys;V8rCVqTVppl$mxMhMWKi|=G z3tUod)?l|k=i=gw)~+2d+RzYfa3;LZ!aY$uGv4|nSbw?mZ?ne9cPwT3rYoNl3sjoE zyi&HU=vUaMOL+C>E?%x~cW%d2scDTE(MkALg-MuvsIhV)9o26zAA~?Sw>&(Q=T%`C z_tvJ0`)ZtMg9p2G!!%WxH$rO+_(Inq?5F#TaKDDndn8RE4gcH%$Ewo@%EP+W$s&Jm zWO6&m?;0ZsX^Q%6;W)U+OQp!`?vbMoVSyS&S5?4G@BzemdAJh^*sUl#PPS^CTtz=? zOUnSrq`Yg_WN6p2sHpPBsD}jkzTm`5o$%^^{_(TnRi@tFGGp*HYP;6=#jkWeuFAcn zu-d<8gh`(GRs2&?8AgK0IMih!eTe`1tAGAezs$Fz=D&Z^KR@qdW+B#s|LSitYI^gA w|JQ#Lp8kWxMdzKO`uW z_3;$STDe~~;wPrv^i=rYdb5kdQorDj-7lJd;@_L^T$MMYP)`qQSYd)nMbU$znZ(*geaC5m zA~Uv;k;Z}7+X_yt$EDy8_i;1z{XhRo>3mGt`tz@1F8}*)|IK6Iw2=Suh>#|y-`>4@ zEo3LwZ`#Dn!0=Zn3oEObc9Q(o{jAwh854(3oVa%M+N-Z!rQRcR8SVAmWqw+C$L`&d z_3xV{U%q^K#;@$0<)ECp_pKEB1xueY?N5b;`z()BD9u*CU?rxzy%q^w8&sfqM&5Dw zeRZ`Ii%PcK%JNKJS67#Xc!h=FDZetF<+FO#y@5e1DtWEeHHli+eahxmfP@nn9ayn{lS*<1IK6-%aBrLXdRiq(k9-2D8$ z+2#OVE1BRcE|Xs`?c6)t%tg(v{X9E6`>f{Y7q&Km3&MBq#2-F#WT^4FH|tW*e#t+F zFMpk!ABfYR?EQ8^I#TLhg+1357pnKTS^d^*YpTxS{;P+|zQJ3f)3ed&YT&Sc2rXG-&XL|LtH?&&bukt+;v*-+?{r(`Kf`hH*bEozI*rB zv13=47G~-`JlI4VxUe`kLB(&Ad_p$%q`0{FUS=5)!=}`lP*K0Z!q#lT>gl1Tnp8u@ zxw*OGwl-DeEX$g)j-sQ&f-8$jHq(O<`T6Iqt*wvq@hP=AuGr@e3p>yV*vUCKIBfal zm-wbC4Eps*g_KAoWo0uve^#dB$B*mPM0zeRE_QZw1g9D{=@q%s?kG~pb5J(xDVHvI zyuAxQ-$Zx!e2RWut)g*G*Qq}g(u@M=>?dz}o|Kok{B+OF8#i7kq#8t6Pjm~<=gmxF z{xuIgF4L!@qYKn;A>)dHV89hMcgt-RvQ=wY9O>-|a+FCkYT5JaufNmN)ALW)Yc%HA zrZMz=@nN@_?+cSo)D*V1v58d4v1!bWj?xZ=JvxK0j!PyRw+V0P~c*HKvIzP`O=(|&JL^iWf(p=6XyjQQA)%NG6B!Znf7Re}7r z$(qH#9c5s+jTKJTw1u6GO{VWz-FN)9)8P(F^Zkt}QRV(T!Lze>$*uTu83%6MPNgYZ zh4DOVJ+7Hz&>(^JQ90A*7`Ibk_PpTY=mUY-_H`V_txC8~SxwClR~nvo9Qw8476Y}G zQ>|hO3cmYJ%Ds^c6DzK(lf@6E@&3WWM-LzNF3q&b&J4HIWLX*8&vkj5nwY#~*iOeM zw=g{#rD zN)S$dfIW0GNWfkyN2P_C5m}!zTEnxsa%T-2r6fZ|60$1L1^1(E-m!7sNzW<5=&@_>UM)lYZ|@$d zbNbP`y1BS;;D-r!zF+j4Hti}oc<9g}Ybx8`uZNt?+zzrAp7IeXe7cu;TxtPxuzlyw zoxymKHI?y!#|dg5)}jC&6!krO8ao)R@A=@MLGU%t6OS7VI8h5%8lI~r+14>lfT^eDbN-JoMwNY8yIe{^b!gO88z`4J&kxu)H_cW?J7)_g6(m}Rz& zhWjhN{Bc}d+-Z{^fB5Crso0j0tBICR8n<)tnrNQiy>FlP;%LFn9c~Bt?#7ev`4%ih z{aF0~2K;fc<{50iZ+t;B-THO|F=+<#zy0>xHhlWS$B!GEi!c%7;x9SxNYSk*DM@Vg ze)w>`zU@$Bip$~4PY>vn`zP?OWSI3BI8+ST`%_;RRdtwqU$DHqv_OsP=eC&)PbnK8 z`K)=SYnEz$ex9m=f5u<5?Z>BQO*F;67|M=q}xvVS=?Juw2;zRVtJBxkUbzGOH;v6IXc=DS^bw^ z8y8geVJLNf4rQi!pSyOM?|V`+umS2&sSKwlvFTOE&sO-b>o9b&q|f$+1y!f$%g)Wt z-d>uYB2|9cex}9BJ><_ne{n8)?Ci|U!y}(%IV6#!T}BF|a)#+;T&QPIP*BS(UL*SY z)CK%HaUg5%^dHaMk6yp#{_*3-K|0YSyQ-EayP1q^UG`OliYCqFhy|Q`>gGm@Pm0Zy z9=Ta|?Jw~MJHCH^i!K#z)RIYc&OH2!c2aG$eDEfEyHgcCDYt8*eF~=cu_*MGvgK9B zDrZ%ro)5LP$SemQ#8o?W}% zV#51g3enw+Q_0zL;J`61F0O-*-@bnRn$Nh?X!DlmG@Qw)+!p<>8dLPcoxIXh%!E0vL!E*fw})!kCAYWc#pFLiZwv1N(A$I^23>tcEMWF7bx29p$WY*H*X zRL5MrbZP4I5w~MUk6y;*OJdoL^z!jMQt?{2mEqV^9^hfFF|p`>pUR^+1RzG`pLb00^l5f9_kPM5&P+LivT__$I(C^Eeo67N6Fijd99JH(1M#*oZ zb^CQK5fq1#BC1j3YLVV&ZG^936`n`m zFrzV>8`rWJtiM_0MqhV-!&Vw21H;Yx@MT?hTs@e?8=ses+|^OfQ03V`@4+Z4aqZgE zwd>ZU*v=Sb6&;!ApX{sJ(Zn({P`gn7{`!6`9Ub1qVl3zi!4(5`@wQxhPj~ls01bT| zZi2OFI4N4C`%-kPuIN+*<^=l&6bH2Kf0mqlHcbBIMoRvY(<(B1m6w+XXq2E)G&rAX z+~y!_M$dQmMx~2jx$zX1dAEKn5K=}~R?qBRWlPIcY?~M~_uGrJW0tn!@>oxb?yp|I z?u~D&G&(4oVX6htaDs!QCKHo1R{mokF3*d>lTEcX))?~vco!Wh74fbm%PI<${;8{L zt*olO=g0)Z(W5*{d(*5Zw1p*N6jB(3(G6c>dq_w~m}5)X1r?zOy9q9*w_5kmUcPdr zAAP(IC?|T!%UCkIWlN5tylZJmNr{!{hPMDyR(7glK>{(+(I=hbPGe0zU%gW)G;jvt zk=%t?(FI_+WP^spEZ?TYdkZn@-`-ww2A~eNE9)8_js+|nX#enFhwNjQ1E(+Ix+MV* zmM4N%I=RI$DN?x0qfAWtQ~foZ_CP8UrlyI2iU!I#XhQNQ0a)t1|Wr_Z8M*K07iJ4Yvf^=UT_WG z+W^FV0{jKArv`Hu3-%!$qaaO6Us#YsB&%{}{Ug4)ZwVSg($R7^QGCAc6kL20AAbsK zLWJINF##3y4Tw*Ver^$+tw?ck@qB+&Ty?I!t^PtsT4w zy_-I@bLr96{gHrJ{S8TB=Pdd|z*O|HniaAvW9;ng26J!TsSFXmcI{fFKaW|mVG}1o zb6C^Tc6Qmgq7WXl?r^0H)49A0R=V?(ee=D+Zq?E9?4GR33P8Y(SypiZOOui)JdPM~ zoAF{ML)U|+)SO)D1!K9|>?G0mUNF>z-@H^6CSLdA(4{>G4@NwE_>iyeD?onE?2l*j zogU&+!B@7^Vq@snM!yUT3j;J%W4HYB`gE<3FtFsMM=0{35P3_}eq@?r6w~y6{Pl#u ze1-^Y$P)_5;Z&Rk;aK#=r?#Pe=>jVf9IKF`rxlPT9VLUmc%s?7BS{ySBE}-@kt^#GZMcp3Yrhz)20ZntYI+hQA7NxH z?0#*(FntjJaa{8{shggWaq#^$&olGWL;8bld2Qb_s;a77ZU$dD`1b8vG)L#}BO}Iq z0PTfX#ztIVa^HZ&EPKvA_g7u_Y_Zt`t%OQB)BN-andsZIv$F?=hlj63NW6dUxY$8o zh+(6gu$PosADhv`Gw;d;I8NDws`x|3i_YmO~89tZ!#7k2Oo z6?JbjA%O8{7izA4z!y%p7i%1ugoTCm0JTHKgJQoIIPbUQ0jKAxUq|?MJ^TtbsRfByWDbrZgL%Nn33F@x_P zA5j4|N6N%Rf*VJHBR^994VuGf*bz{8^2bS1W9P}$zfrh3h#=v}k1bvEcsunT8XC~< z3i5gQGrHdjmrl!L`UmFiCWz10ESlzZ>*bE!q2@HW0mif?Ya4l8e%luyr%7lDdo2&9 zZ~7(vM*GE!7a3Y++rzQ94#`TU>h>&}7Ys)X2Ul^OTk+0c1#`@0r;!5k= zvbm%lt>sVASjBQ$DCvWy?dxa#<3IKMxJ}*ybtge7@nA{$^m>xk^|Nd|J{MDdp zA6eHpd32bq%^#B58YfeKlyb+^PON;~E6^_;NNNGEzIbNrNZmO@!x#lfi;k5fu{>8UZsD*lU zvC8#YKfjde(|>kjKVSE6Z`*F`A^*m?i5?4-wU4Yvgp7=g#;2xO2G1-@a2mHp14>^O z5@J4g4)a&+L39V8lxrd)QlJf6vS`TX&6Xa@zh89@@Um5Y*0nM&bid_so^j?MVHcJ* zwOIVA#o6X?x)W8cCfj-<>zo@qw`u2}CEjdt*iOuxoSa1_j2?aB(I>1x0;$kKZfR)L zv(xG@zn5Xe*P8s;<{GJt2qy5vSXa`HsO=`iF-!pNGtp)RzTv_oJ*DC?4Ji*2 z92wI4)vfQoQjxbG?T`(@ndQlq1HoX!5Ya;3z8Q*nR>3Iqm@O;{oQ z&RY4JlC007y5=iI{{ak5m7Y?<2im-%~)GN_4E>-UagVd}ZFWU(q z8eNnt>{;i|p`jQ?QQu?7j|*42)D3>xuPW7$s3i@JMLJGJ8Q85PArSkHXm!x%#wRDG z@P(6YE6cJzK0el&bY$St=@Zs&O|L+g{Lh4+G6(t7r%yk9^5o|E^G-z90Y5qhi3Z%Q z3Ye0B^LLk@DHIvEy&y zz#^a*77{>Oxy$qVF>(nPBO)Tu!@Pk?&9YiRS=<3EAYe@XwOjny$&+6iy}ffPDyyo9 zNC#3IZZ*>ScOi(=u(3BPF1M1sf-hKbdG-?dU~TPCz=}|abb7$bdSBn%D^psxaoY`O zt|hOI2M@Pol~z=UL*}G{q>K*;0bOaHS0Q8Tl=s`(llj622q!$?>=ps?02F?+wheSR zvM11148ma*kn~xIG%QN#H*mW$5Dp5TAJm}rd;K~b?;>jBKwX@-o10sTG1eGiVCLq@ zP!$ddmwfpm1+MHF7#O>S?p(1sYVka zt4v=N;4;u|TzG1zNmg)a(nEPPMZI97A*K#mRaz=PRBK4CJ{Y#@9NQVCiWby?gOAm> z$780w!+cpJBqgT?lPdIvn=@)tp|C`$<~eNHxlB)dK@4Wl)Yq6%L=4}iULD7)ttK-!#88)Y% z7B3173)BDl<^tIItF*MV!-o$ioArognFQHS`)u4n6HdAeD=RCJhq&7SFgQ#*uReP8 zsJN&|2mnpOc?WGWdR12DmClolj8{5}+|m|&_^cCK>JPGOheHMN#Xq{g_yjvH4XB>D z`R<_?tFj)u5!Ri1h*g_?9b>k;(L;7fsL4Ftz>d{Gty6A}iv_IN?jaKIueH>0bSJw> z8KoMvL;@Q|00DA-_hgvr{dNgLMoq5$0vQ*pLENn2M`q#q9>JC4eT9*+wnO(e(S0SF zO(W54AnYio-?;!OB~gAuEvx|)QZX!O&Y~~A9M{ni6ynwHiQYXb9G5#EiIOp>VoL^Y zHcD-Sm&cRm&#S?*IP7NcJbL{21Sh8qI*H`1TkjwxyLXsCMbvA{&B+A}a-rdoShHr0 zFRxWBQPx3kNGYsMK-H;&WGNLUMvKbTH9K2pJCYN&Ve7td=vq`~H2=iDnVN1gj#4jp zJU>|_J_RzeZ+2=Wz(<5pOG~TEIva==YRTJ7ivhjfuWwQ3$n4YEjb89G!5%R+Gn2&1 zD;PZn*$qM=DH4lIOH)&Is@L7=92dv3vfiwnY_Vz+cE|kEOykr3jk;toPs1-G2NWwT zp`f6!MpiEl15adigGSU~@+Cxjf+1j81eD+KP~V$PRR($mG=>=FE+fKUA*k=UJw%4A z{p2t4{+|hJgSK?LFEe0Z^Mo|n zgJmVpp(?8^xVa`Q zd=r(pI@3Zw>onlEBtUk7=rUVc1VUJXAy+RFnytYCRn3tEUuP?E(8HC{MJAV9wAt~Fk}8#2sDlV>nC zHujsgnd%pIw;XEp97q86Ox2H*jSFN|&5eeawO=kEOe{b`O-=1ynKN&a#ej?pEw2m! z+&5g4G&BrgrKXr_{p#?S4l7GDG_s8?k=T>&A>sma4B{P2OG_5udRfy@QE&;RM$#{i z@|B6#-?BDlVq`own3l{t&voP1;gIh8q|0Jg>7&#-mT0(NN{o++n_&Qa`7_^FgpY77w|0B)A@S-b7&GpO#lMJo*m1TtI8|Tgy&f5aE?4_ZJ zhFqXKH{NC0VXW*^^X9@jh#OKtj>{RM3lBH%HXp1%okecps4%qbvWY29-O4{uC}bej z$i%4_R;6LJLc<{{6qIh=z@9H|PEHizxu}dcMDs!SC-83SWr^SW_wRWYD@infGRv&C z^CT1AvNy|kzefn*k=%lrn8f>Af6oG#0Y#!$x%vq2kcH4K0II6xgnwkm~yi z3wxkGRl?o@0E@(=ALr(lBP|PsmMDFwydtC%GGt_A=ysKO+6*QXRl}poS(llENoupjN#l9-VP;o--I>Ju&zrxTV$b*Lz{=W)p^c`M6VJLm_-iGRJh`hi?G+cDy8htf=l6X1QoYUr>X-gX4mT$o zSuZvOLhv6o5 z@#1}=L6IiM*|BjaT{OCrE_MKZ@1=70`v&1kOeujzWr6&P5V)>gz4`)D<^B8jC%>>) z5U|8Kfo>%P2m{s1W3rejh*%)wV`Dd==uI{1$2B~6`SZ`O7$pve#k(x3xk|0At$Hn) zDKfE25zt}JHOtw7=TbqQCb|`iVycL{6nsOab^a*8DQyyjULOJn ztl40+t-at2u#)sTKflCmi|58c&ZnfeNx6l`_V21OY}{eQ8$SDO?2**2q?<}Xe&UTh&daL^ahkw~9~~Vv0O`EGJz}%-^LjT{E^xX<@lbPd zrR5EBwXG7v)oywfjyufLvpEyxyf$!oj|v|=c<`x<3vv1P?%Bi8SC~cth>HT$fb^R} zmxVGFBcF5y{l=3afZtYzSvHo8#K>LGuM-u5aj?5rKkCO5rY-F!CYx~;E&UWnnlmH;NK?v>7H2kCt}HLbtRY|pAb=2=_aPzmU!Y48J4@ebwLnwu#J%2{ zMX4Vj9sPFvc1{3BS_`2?=ls61Tb`Z815VHPR0}ka>6PUGD6Utw)26sxV_><>lqcE0=o!?dk)HDjg@>f+vU;0t~+O9}6+7zx<~%&42XU*hk8g7k)6n zfDoZx@sLD;v$K%8_e&jMwKF~<=Kxp(3+XXiXeqK73G4z}x2S@pLIchy)LDoeCkG|Q zH9?o2{`uz(U@vS12xa6;=b-b1p*p@bwsMFn_3_@C^@_$i!#2VpW`4uITSF~bvc@@6 zUcc?$P1?P3j*T=tPFa{R)o_@g;Rr!)wX)dZQ9Kz&W5zqTy=r*h_fI({Y^~HYjZ1Ru z_<~U@A@U8Lp6~JLUHjS@-42(hl^pNTd(0Y?r3A&J(2YJ0Obr4&T0s=VZX$=Hi@e9? z?S*+-3$X>Ve(GADAogR=f4?`nst^tfu9v%GLwA`^>aV1$>fYbKaws#uux1qV4+mC^ zfO(^kVfr4hLx)QnyT|vOh2A~?k&!Q_oG$FqJ%Qj=Bnc2@N$*L_| zwzwn91v^=j9n{v0>g??oQ28SOhI-*_$tWo)xz=TXDFcp*k(KoF@MWolTbBu+f|QX) zO=vq*qX?)MwKKCv-1y!B_b?whQt*8dc?RNIPPISSSpvX-lAIU?Zv$54qrGzH4?S~n zsX-G1{bs}EvD77`4LeRjdB2S|3#csxEtnutykx*rR^=Py-pK}?pyIMJmO38xGiN5j z#E4|QW$RW+VwIvA5sMZ;r@SsjuK&1d?ke9$7_J`}6#=g%LTLy+MRtH#m8ca*g$tZ_ zrqR(O8?saZLEj6!21qRgVtRm}qlzD=VdYk~>^E2rT?ejakAB<=(~9uw>bI9RWu&JQ zgB~1NAM0KUL^7u1!Gi}AcJ@5{4%|pSVVul3CNBa4+Gb6Immv6T>q*GQ-`u2ivf&8{HVV+#_w+?Nb_=Yt3!kckx0mNf_`(iZr$1g5es0NnB0g#-ay3$Eegf7FvFQgu}X0b zI-~Uz;gT>?4p87TZKfiTJA#tKZP=PE5A`ZJqcBOQf{;Q~zIZeZ!mL)OC88 z+JfxycK=`Eoi2L$`=1oHL3UumLJ5XB&_f7tOh0r$=_d${wcMpiKszJ0AnCm>bo}S) ztchs?3=jpSmei4yC3xL3P_xFRtMI-Uz(zu6PDuPUolt={3%g@8g^_?&VIlNQ{lWT# z9X$$p4mt1`3>vo;+<*v)JrRPW7m1@;77d|yk;q4eX_rBxy}dnJmsn4>Bv>H{zaU42 z%i5l4H4+QdejApK%~Xx7F>g`$&ERBc=YO+(0!3{h<8dIALR@@6dJk|@5;3%DwH5-G zjzF~2n7t0Q>ZmXnUs@{kqvM!awBc{K1H+3P*TW|f8PtW)z-hLGG*f?FToCatckhu8 z2@UNh#TU10xP6u&TjGI&ccyNRM>il+B<4pS2nWzLA%X|4@V9T@d{1jUPO-<%w;Wj~ zO#FOCk=JV5udt|CckQJ`%n|#e4k?A0p-Ydqflay$c9UX!$FY6a#Wybk_^c(|rC@W~ z(WW8bC0q$9QEz)3L-D6imw`A*VS<`s)npA_oiL5#lA-mKA~dUP;N~1p<`OwEG+o4DMRpKAZR=S)6^F5K&U|=6$>fz%PL97X^ zWE({C4Ci4ZhQsbZ!OmW#UE_1qKk=dTKD@jV%Uudo9>Q=-qkw+xNy4H&+}~iy{87bz zN*ZGKZ6r4>QxFy!$>?C2v=r}sn-oi08OBl|7gq{E=F4unCRf9h3123gkJg7D*JA`n#& zLzpQut*Q*v3-~Yu&8!!*&FQAuGKl}r12#*i8pu0exByuZOBeR-d(uTn{>6=szxv(f zt%Sd!B+U5=WhUIx$4Vos7R*R<_rt4|2nGHai#J#)u&)GqwbFV;Hjm9hX8h&HGM{_1knVr>|&IBh(~&m@K98& z(%s}CER#$p5-W%!UUw&y4(4p%gPj6j;m24YAnK=K>_9&V2qPP-bQ9S%n%o}6V7yMOi&7)}06ymLj`E$RF>o`fR0(bUIk+rx#_uI+INt$&hOKG@9bj_2T>1>Xv za^#E^QlCI4zyjpZtz;m00I@J)h>(J@W$%ej-N4C7bMzo_ba)auCTRh{_2QZuX~-EU zRWh#BcYD&h@4skT;&oU|hjS97?_`lxS7|ER*Vo56L}JDWBG41!hu~*)2sLve$%lZc z52WK>g)33{&pIs5(hS^5E~*#SG9Cus|f1Ln-_2&E@6g zOaw`Z+>2}kkk)JoqY~#uC zg8b_Va1?u@5n7hzNNWtlj0kw}mJ=`t6~PL5mYZof<(vDK%>P302LL9^aJyI0>D|Bm zMsD%)<;x`bI?+>6ryrLS3QD8Em7Hhc5YgU>Kq`geziG|B8=paDP%uIueX zw8dJ)dTtL9>+is8xqj~uY=Xuq5&*W6a_efEGCdd8^)dzRtYHc+0e@WvZA%zt03x1bkVJ`H{*9VwuJec%*5QncJ46xQ%G@BL? zLBcwqbUPE9r)mZ~S05e&0K6<<+mLI@pvBbk!iYYMJc9awt_BPLjb>Ny;v@@;D6iFU zwqcBw#_Z^K_Ye~M*&(|_CDUA3)p03hYR12H6W&&dW;^I=1)kknq{wB056>zP?I)F^ znI0*MJ8J>(Y5`kFC&XMt0FA(FbIs1lAz&D8>E%s3>7-C~qKl9nyNcReO-LuYY!tkJ z@$vCWrXag_2u0m2^W~_z&X!}|WR{0G5s5WHgp7dzG>}k4Cy69GQGSRQgl=!0`53h` z3WY8bIa^eo7zmDi*wG|8Px=c9#Y4(Wbu~t&1v!>jAk|2`9HjS#oZM?7vjc(XqS7OA z^ctNUvh!tH?mOp6JPU;)lEkwX=wu@#F2i(H$hFHrY6bd|{NFSp=mFAb`f$L_$UR~J zWMLhWJe`}s{8i#xB9rB6#)S;Hy1F`vY~kO@K>YSlkqNK4;!5KaHcwC()5Evwq14sJ zsj><8*Czy%-VZaY7fu)%D_2_HP;6>B+H>Z2W(8g&txxPplwZOV^eRK1AV(JgjfJG6 zD@JrkZ7F|5*(%1?5!q3exmEE(9S3ALi;>pVlNv+^g4zZNaxa^T62^vTFQ9!IW?!HK zN`bPF!9b&~L?I%aXbCa)8mO_iTdp>J{N`{4Oq)n?KwV+PalxX8Rrd|{CoyI_=XN@v zVTuOw$v=7Wgcu|cDlvFckiyD>1luxieffcCm^4$8}Vb&yMqsa3U)b8D*j$fkhCh94-*dIg)cvXs~O=_o&*9JyLO)(<1Z&!w`An?fpVm+9((d zyms{K*RNmow3*|w-w{O>php&Wch+&)4*Se?^-x{9xX(7BHmx1aj|eEk7W{^_GdMk1 zT#-(4%UKhO%H`R1Y^6EOD#I#~s!_SHZ?|Oa*>fLYhy@ZDz(T@fwe*#)DfVsoIcBgY zTzt=6TO+!zQ;~0m?PGph0g^x#taJX1d1rlA${#TZFsY5Sr#^T}Pg}9_cwwu?hJF5C z0RR1UkwG1yP38HYK0O*GCm1PCwn(>%x%^G}8)bP&x#MhSH2#hi^ z`)p0f&+_@N{7dfVzy3Fp6r$Kp4<1K~DF0~%1Np$YU)A1z-NT|F*n$OXyt|kR2=N(|E`e6MLOxusRrglXjanFe` zqY6e7TLh^y3b25v1>`&j*j6vx-qli#Ll%CkUN?3=Ia&mP!$%~PrpLa^Q`haK~OmkM}i;{K;j!f>-v?7U`5XY*s*kcO7WdNn_20UCwUZhQ(u-%p=RupwFbKk~`acvyNSi+_ zq}{@esx0p`UHIhY$`NdjjAo!z>AviMcc$H2%e@SH{D`JVNwZ~e@+_9T-8 z8r|Rad%W%nPUtWQqZjhfQ6s@bisxhXdfJ8jbvwf`8dg#jKqD!zAMNUX?)w`zU>p;h z*WZK1zvFvA*oGd;xmy-E=wSiA^J(QA<2$HqNzbL9mKsWD-ilJ zq(4#OW28cPMrtq$pjodueJntUarJ7?=f-dH+8u!eE74&9AO^_lhYOjEHAysFxCON) zq!$uphjcZF&hAF*<{BdT*J!j|M7uPcVIyzI>v))K+Zr{b_9ZLhZ{x#*h_FwY8 z|8sv^rnjA;Qwaa*B%_}K668qfAW<&H{jWna5j=1Q;ZhMPjyVq|Vx{G}(YFqC{E z=J(Xrer~adBef=9FDzVQ-SM>dwtnA+==#XJ2RE?2xg6Gd{?~{bUGC?vIyk1g`b}ML*$U;DmMg@?i9*Zhx!k30Np^zW(%k_V}(s0jG<*S3A><+duDOi|A@UJ^yxd z{J>(5-rutTWE_v3C2431jh` z*~A)xU?tA^l$A$CL=?Zd@L(K?08RMmx*(Upuii&oxep^=qe(t`z7fZ@wZOsqaNXFT ze&_)FbxLNUDt2R^aIz#g*9gKuM0ogBPzFZuWEZgtHi_D4YWx9|3zCF}|_C z7>c2JNUEp=ma=A@Olz@Jv>!rB)}I{x1pm+lb#o`D<#=$;jvXow4$htu9*32{N5+@U zVeHvrhv2ft(jv|hunR7J--+`I6`e0G?U?)Qh=U9i%81Tp^?M>g0{rkODli`dMW|(F z-99?nxCr^|yJP!$!1WRYvah)lQ4&IR#!Rbi5*RE)G4DvW2Z(JKGW{_-!wtHiG3 zg4n@9=MxY)WfY!<1hugU%ud5S1P$MXo0Ko7m?QZoUVtBl!qvMF|B3;5GqLg3$~=~` zp_-_=D;@ZEIhsb|o$ntRih-;A`uqE75EtIwk2vm2I-HWKXCEk4T{c~wHeTWE39wRu z$&vsk`xp*9ea>4R$m@Q%TkNW}^_;VS?CKXD#TPPaW(J|LQf+Yw zLE!rK10=0*X(#_HUtizF0>Q;gBv8v{_kAl*e|Ruea|B7!$MZL=i#m_9+J2Rll`e$? zUgKyFmPuyJ%*<(eMlE$^HMuJXuvE*TUQNLF>SPj}6P^YwUL3Z{D+RL(!mRZa2`-Ou z`qSd`@}0>zfLgtejMNJrgJw8iM9rHvJkYHNeL{I<$%U)+wGh4i*_DO76~#Qhv1h7_ zw@5CSIX3;U>dJhb8P0?or-ng*5d^QZeUN|!#{*4cT)T&Syw{hNp~aJT)h;|pkY<+U zxXCqmY;E+~@= zhd;|kIc%jC#+feENGE6~D@J{_d5RAbyaVqZue#FIudSoKGkR?wj*jhPReFsNNc%9W z;l}U9(DyC4NV{jc_uCOj=Tdt5`dq$EP^#y**JWYJ15NfkVG6u`17ITaiyv3qhttpj zf-u)EuF^A49{bslb0h7+j2I*jv2(|9oa8gKx`Cp|$jCF;&}i|RZT2&w?kANq&$4BY zUVK353-J&u@iWf#!Ej_b7$AO@f%3tAceFhjO;nkr?s(3;F>VOG$}^DD+xe@=5G5vA8wOd zDz-x@BCk)q%^iOCjI{(p!Z@ZrgjiCoTjOz5&$RHMjwXDHzn7TC#zrNRPkXn!n$<|l zcEuO$D8;@H#46`S87WDrQ}NSq@HRcjyz@fuzk7ak3u zq^GAx#n+1bk@-j~Kjad--076KuBxDA^W7FiBN!cH%5U5V4W;6}w~Ft|T+m7}3ffE3 zjL3ou6I|*;RFEzrCZ>!$jREwo2cfku+qs%wKodE`lrVZS7~j@kNM zYK9L`DK!x{_c^U`1&Z7Y;8lYJ6z-{vmE{GqDp9WY$X?20_wDH4gZHTQ9KuzIBTLWO za=8Zadm0o~9-RA|fUs#?R8BtEQbpj=9qO~%o7+EZqF>x)Nl?>h@%J6kZgQfcqIB32 z(TZuT_=*YLhvfAxojanh%;IqnK?o8gE-zs5lXZKL`;HnO|M3bz*PfN-krm(gOL(!9 zo8TImBh40d%2?M{OEXxM6~>MWO-dFu(ivbTiHK|~SvF{i)*r&F^NWIxK6HtPkYx^0 zad`ntix(&A?;uzaz`%o(b7pwx0H^e7xSV%`l^VxIgl{CJr9C@ya^i;bR+h=_O}ULA z{cMdVMEFMXlS>G=Pl?(E$;=DU*d9F4rX2BpUr-<&jN_DB-gKjWANuibOOoRn9YgOt zLau1;cdK!Hge)+D9;pSjtO12_+%wJ&SpqyF z0V-lAdbOP^j%qLtlk<1&9imP(R{?IWV_rC^+VFDI7K=KL3qtrMg?GO#rWKC#*rnk_I-|Vww~vN*FdE&7rL3hp9cK$B z2kO{_Xf32bN{%3b`bA0Lt zjKD+}nhcvQ^ek|CpjrJ%kIGtMtx& z#b)1kJt8{#3qeTxRqh^goUaOUXCRqB9f1iSyJ54S>yU>1(pTZa>axIT@H5atL;=+N zGWU|35Ad=u#Q!P(IqWB|La~rJl7kX9SICw766J>MsJWIA2X6+ln{$_jjCDX1MVo)F zEyamYqxKF1)a^c)WEdM#A+s^A5wWpi?&f$x3M7gfc#4BZ(DG!MXfqxTg%#ph&Io@>U z)!#qE2cc?IqFa^;KrQwE5MJz&&6}6bohvi$MjyGp+9uJ@zhE^cseQPwWd7~4X!B9LA-~8^w3+%l{mK}< z8FoT9Z`+(0gyA3t9-N`^V8HGwg$`ndgYjHi&&Vav+u{@8fb zDd2T?y@p#^Y}RmN^$@ujyTQ%z0&9Wq%QiFlf304fu)$aB<>>Fhx6lD|mWR$xkbzA$ z9%m!^mCS5@`30w%Ur7I&$(_k*wrn!|xwueqNeQ5B{<*3z;Y9=mO(X>^om5@wmnBm) znA&6{+Cp|xzL*eRkcY>WObi)2@}fp7OQw-}6zM|Hz-KLfw50N%CZj(Ek=EM z>&};CZvg-cBcNCgfE*3c$0KEB#&N}4QjF&)V7fT@EG)pq_DzDbUwcR;iDx-^$l&3K z3#E{U%#i!&l?e=5P-~sc%GLE zo`j@iR>onCCBu#==*9|O?rez#;nt%PdOV}Ng_8w7J|lmBX*L zK{50I*Qwj24edn~XO>yB1{29-Po>}iCniYF1YwbfVd)5yWI-p+YLz45#eSzfpJC+D zEiyhjf(s3NqxtKOv#_*8u5zr|W1HitzJua?LDIq#l93}r&_!{&`b>Oq{+f`JcGS0;&bLGg8Jelvw=C(#5O;O=cU=-^<)SO zuvB18Z@(|%#~CA#KVN3--~r{T$2)IP3%m);))za~Xq=TDW8^e+87mMX=p9lM=$A*G z>5C`I0(iM_ux9)H_Y9=VxzBh_7_#Q$7?Tl-amu&5P|nzqEjX!^ehOWn^q;VwD5H@W zar=Hr9zb@|TDl~I=B3DPd``{9N~(EqIeGq|ntuIXIlBl6!((lhkJ#q^#~g@kV_eW- z2LOpOvd$0?>cU&GeB*m!@}CMoLFXNlP1^Rl(L;xvSArYu}<|h~z#spN_k~ z-FWf#eleb|SLB01gd1)-S>O>}I)JCfr!4VI3FApSd`Wyt_ll*%KEC)jAL=7LqkO}u zE%%@?DBb=3Xv%S=Vr8+Stk%%b33g0svDSTy(q-rt)x8-O*EbCmu4GOx6@@P>2rLX% zy)lZ*nZD*8jZnk{lSgOfKx|WIF6qgm>J|fSEG_d^`lqHVce80V_UejO@8Tt}VtKYm z&>^Ivj=<|ceqJCNqX$QyxbaWRxrYFW`2{q=5?usX5;rt7M6sj#Vu%h*MGt?t(kU?EECwEQg52ZJSXmJ80 zw0gwElL2A0ayZ}Ycn0Bo0<;YQ#DsiKsb54vA1E@$1u+z(+oa7m<6UPTD> z3|>xV2_3!^mFqRmpml@yl%ksT53pwTz9UQ|E_?hM;ozM)lqhIMI{qeCkc)dkbPuG3 z2^8KdtMsj%TUOaZdI#@dJPis95kZoWBU1t;VrFFfz~Lp(h3e zZSg@N!u2VdmK+c3Gz(g2{x>wr@J{}kO~e}qQlhT}5S|}tbF`8O$Q*;1W2m6Vty>wQ zWLkU_XD>~0Qt;)a9Xt$JW~zuU*R^M~<%ygUCXFA=rxSzvg%E$p$+eC)YLKF+t0CL4 zqfnF}-EamQiR5>50xV==aazx1e(u9ghZlH4-Vrq8m6xQ>BXYj_Ly}L3s@RNyd~uGF1pr|NKmdfbO-9VN&&A~zVWh*+*Ab?8-9!TMrNic#_K%i)I+BY04 z@`2*RVL@myCFsDvQ&`E50kvwK@8HZ!C|;^KrGp-(+iyv_hCr>|mhaA|P{M)PEu!?U zU%QrSh6keo*>d4MqbYIrEMfkp*M7F-(I;w~50PK~J9(BrKJ_N}hGZJ~?dX#qJ6473 ze44kmEl6k%AE)pA!}bAEr{S90@kz*bK%aSDs&W-$u=O5_Px& zS=O`zw?rYCqRkXT6*2=|Vibl$>kCvz=wQZBYE!>Hy6F${G&z)eF{q**4CL?)0`CFH zuV};Vq~>4ATP)3kxoAnmZwSbNZsW;ho1}iGmD_OUAE6dJNl6o+S<$}q`s2ZXCsB$4g?Ix0q!7`zN{p9hP14m(P$k8^|?^MH7}o_ai6_ zy z2~>mMyv*e^Z0SB^< z&mk~qLe@kp5)oMH6R%sz0Nf=gl?FX-uA3{bq1TLHui4)*Q#_DQ3Bdxi%XNs3j68uP z@l|9wr$J{KivK4tf@V!*Ui7ZOf7MtSgz@OlphdteakAVuI=b?Wej^#mg^O6qc-`)CU ze;+OGKKDU2YGKdCkxN!8!})992%l6;Jqg`cwB?FNV_1VgU&~u7qI!oKz5f+}zpu)0 z4W*s|PAYFRnW(wfrAhDfE=#5*7UaxF$WG|>MQtzC=I4)E9$Anb3RA7pp`F2_V zaA7k2!}~~Oq;(WSadC@yd9kCFsbnhQ_4K@JPtN`luxRDDIb3_mL}sHH-D|~-ZSG4} zZFx_4A*eaIv0aC0|NnllQkxw?t=5wQu8|Fml&loehut;DsGmuWiwWOGzu4OMdTC z7}JFM=rZg&yDk!_m+C`#HWb=*fu(ABq>0OdnpbKeSv+o1ub*>^PFV?u{8;l-P*6?_ zY!8avw$1VNMhe4?XR<8nVzvz`{^MB(+M5z(i3eV0l@2@@% zuTczj6=gU@+6<`>ALJZ$2%iK@sLFF(`GQBid!)GWjbBAe_a>27WWR~c39G8*O*anF zdl-3=wat}Voq<<^YV-oW6KEN8?(MjbcaNh{k z+h~#2Y|^pe`StbTs?farOAIW7&TT zuIev>bW`&?z!ovtVSbbXinR4k{6v#ztPlr{a6{DVuj9m#)d<4~%TiNiGlW6Iv#t0y zj3Gv}dJ%W>uw3ZN<*>vW-^4;}TQyK;zS!j9*pD_A$b9}eGQDn46V7{`ly^@|OoR_z z*m}3a%dm**AdqQ3Os*1NeZ8h9)PQ2amy_ zuNBPYL1kCuSaqG#%%3A%-t|gSY}IpmPQzom6~L-ZeBQo$Ir=-TauEM`61?B0P35>Z zCsCi3raAf1{QDa3L~s0uGR=_ch_$p1Mu|8jFL30erw+=j_CV{%M3}w6 zrYV8mb>s@w^dX)Y22&qVvH9^{gqq)woxT3xFY#N5Z|`w^w%=S9mCAVQEl3pf4wBo#$Vr{tkwx{*r%0( zt^DrJ6$(`50Uc^4V0XV$*y~WjI&=sNK0P|Uv2Um#sLz}|tNv&`mG}xSrf4S(Mk7(s zdEsFZLq4KsO9^yUBOre&-G>t$lYT!`dk+gGo>~u+`4cuB`In=hwM`(pH-DTQxO9KL zSk}eLliGJYL1H0(O0Zwz9ircRlpU#3FAn_Mo8^86ba!1jRRD0a=C0{Yc(JRS8#;69 z)ZK&gOnY_g)^7rO`oYUe(((%nKa%x&`^KC-f88*==PIYp)LAj>8(uoogmXTl;g!aU zN5&)Ig{nx3Yp$2D@_vPfG=+;47RUKTc+m0a9KVK%#s5_G{~bul}I4-Fc$fPqD%7Ly=Pv0`{2gchjKGN%3~ zokJX4!H^Cwlv6_Cbw0E8cQxGSh?=zWIsx4I%_X1+1{^2z|KQvBFtKkVdPUs>>B~R5 ziXemuvZbMs(O?8hLV(d@bnv<@oqD7`s}~BiYoCs7^M7QV`(cavvI#W8tq@3NlzC0l zgeO5>L;qf_KYYE-(NY(KP=zuxsdb7)a--z9syZxXD*35fE1( ztC^3H#>T-JE%U44SQo;d$uXwJ`(6BP^ElST(F;E_Nsu&c|2skBMF-b4Brhw3=uHrg zoXO7fu0qTILA4arikM-<@HZ=`=Z&m?^oL6L3AS;+1l&%O-OB-^!(;D@$~>T><*jRW z60Ph2=_c*-D(jR9sq<;g5utdCg4W#8j)0qxT0-J>AFGn9rdLUAM$~4jROSA!AdsP? z3rQC&zFvCq9HLH;Ho?_EB~toXl%{7C7O$9P00XhAwvJ+eVyA_YgWOYpm%8udf z_hFs)?XB(GIlr%-yhbb8EAMpv46ZpvXr1)dP|r?xb&W+icFD?Bv<{J!wGCP*SRR48 z2sV3ZjW{Jrj|0eNC5rfl)TZ~rL3{!`1szS;o8V4(GgU#Q1CW+6ydl2!;r{~kSywLglh zOE~yHAY57xC_t6|+-;fAn4+!J`%I67Xtv_;(lv-(Ic+^ORFw%d=(?Y0=PiBu#2$gd zNX+6#G?i|;dOZ#$KbSO7aIc590h>Q}T+ zyP%G%L2_6}-&+1}5-orzGk;$GKQS#dE#0Ft{Yx(QBD6de%UeG#chO+og!a5mn)|;G zK3RdbWQb|r%vr8`?{qfrC(4IBR;iF%irim3e4*+28NgY(JdYtuf8e?Ds9aWH@cQvc zP|bazs}wSyWxl5cAeYrJZQ7hUb6)39`QDx9gI;YCP3Hf=rRj!i_)id0CSJU5?wR5sfrO{GE4v?duQ~;EJs}F><{}QKuf?3|KHq=l^4TVTjprTmY+wqFk z@(ajoM6g2|+G@l$6SL*Eq9kuI$>Bei@h|^Vdv>v1x8yef%=j?q+Y-EQ z6pxmlQ1|w7e9em$hlkdi4{bVe=KT4F-;$=MU*_8Deak3vt6TtKkvyg#%rVPg{2TSj z%Lhm`CCfTx4Ga3a;5Z+H^6qu@;b-jVj{;s6;-*J&qer6!8bKU-PU+XPU_i1AS1T-Y zY_F`#t$_5bgZ8iFrYG^RZlWzZh2GaZdAeH=rgdX@{VymWl5SqC6JZ^pMtyYLA3erV zm9DB$Y)UJB{_{l5es>{DC6g5i?*ahTUqoUd$ueOXc^^Cf@<=}&*(=`DS5Hj;+kE}q z37qK6gl7pU)221(Rd)(4)k36flVPwf65B-{Ea+>2*7sbko7H(Lpx4L8!-LnXcz%lUbi}=akWSufhG9;B-xr|-J$K3`pD3d$Cyz`yzH)k@M|f#2Gpmy7YeE%)<%gV0poYSaCLP$r`z zSuP+*AuUUN7u?+Y<&UB5yk`dlIq&=DpCN%`oEz63Uv}>L^?x~VA%%b?uMo^`=J78` z&K?L6^Fm(Kzfokx5bQ2s!XJZRI{vjtUU8;ldez${`7LqtR`*ZrcnYJU$07k2KSDQZ z9Xv^;5Md$b7RqsOh6*7`yxIKb+d|Yl*YF#BK}89fE^cx}X{gMhrpYho{!x%JKX_qX zg^{2m#AoWs?{6+xKX0{p&AhWW#$K%n`-J&!9RlW*V3~&N7iPKmjs4yDEe@GQB{bv1 z(SPelSBje#b%r3O*FeBW>mekw-LvlNl6jNZbcn5;{=Qan%N24_p@1#;d$`0gVD(I4 zRVEB}&YxfQy(#YRpGxt91fC!Scp>O#?18OQS$Z*0wgS0!o@XA?`bXFe2*Kn*v6#h= z#i49zn$ow6CGUoMi^KU%X@E7q`<&&!qh9^yFVbB8`H9616r$eBxFKs^D}r1#*keDasp^5T5g z&OAARw~;Cx5g3GEngrA{X}~o-L@wt;Qr6^89WPF$U+@05yc7I*4~w-cg%bDA@1o2+ z#4rcY_s|vv=ngoe)7{0_Dwy#NB7qh1QL%Zy{yHvceIQ~vfqtN%FY5MJS(C@M#Lf&D z_VXA`aC@%-{=J~V0(y6-VD5w>^mi_nAG<}q`50UzjxPO*vTXzNM0LtyF~PVYSS%RQ zXA9fs(uX=KdMi)`d8^R*JVFBsH{4RhF!H@)+8B z=HFsY{3CQEegyb=B;K32`OM!17wQhb`=gJX=LtZV*ct}5VtX$jIe1Jzb}Zsrd)qxi zW{>Dg=)qcgs#>PxXE+7|n$=@1y8!gSw$;CX;*E=jYrdJ)wVI!Od*RBJVRWGcMVWm` z5RGtnM+0sxNd=htZE+R{po4m%O``tblXd!7Df~+$ioO=1IO0+6*ArhP8ZD^!g)H>o zh!qRPz%tac%gp}{@t$@$%Pt-@#uff)7~NVvdNKW7PR%IY&WXQT#hbj$<^Bv2wBcgh zac2Mf|1~@bXU)oYmz&}shytfd@EcyGlp~l>7>*Ad6&H1o-7voUZjUZfN>g`5wYQg3SY)_)?xu++R*#XE*4ZH|-S@<>)?D5d-b#U@HEVgNxwWrJE6e^F*(wY%96*K2Khs4y?`9FC4_#{cX z12U{dR5mN?KTa_mFyIu)#Iy+$+Jint>M6_7y*F*yvH{ILXzpwkWoI+zE^ox}WhE1o zBR3PrbLQe%rs?eD^pt%X5#i0gn7?e99huQ!rGk6|ja-X)+5SCLRL11x<^7diqFS90SB|sdcMu?%vPIa-+5beg}C!i9}2v%I!03*ggP%Tb^~7?%f-^x2S34 z7Bs-V?b@(GN;Ife{-lq3Em+w7?Ci~5I<&z-=mn7OsTVpH!GBEoB4#17v&Mo>&X_%W zB39q?7cZWO^2^3XsBgL6qX48ScE^i*piUe}Pw-RHs)&e$6DKwkbiFYLyA)XKfu((? zzFj(C?0%XK{Cv#lu}3C211{_QTr*I%sGSco;LWzQl5^t$-dj0E799M!5g^VX2#%F zj<N7eI zKj(a1j|d{GaYDeEMZnQfzM9$ICvH0q8E#jK{qD6AtKuKnZ77N0xXo;t%jFsXpoGt3F@891Y zQQc;i8T76!JP5O015dr<8L6>P13dCa+Tzp|KP|C%n5G0Dyu0MIDd;Frg~@SCp@$Ev zlhK5c3LZaqu9GAgds0<3H4nJq4H~5A ze@%nYPT%Y6$4s8w>Fg%j!JSGMNcyQHo;=wbgAk`UiG)uvUjKU~R^{@zz!;kh9_+qw zVOw)^^PB5=Ukhg^byM5%F>!%?iSnlpA7m#@n#6# z9AecVe9}uYg1Sq5xgA`8J?MD)-q5gcPFt@>2c)q2z#v}XTxTrL!zP}zUbgIfUO@57 zm$&HR_KJz0VfYMd8Kzij5L#}*=pLPx_?^?a#Wqv9apZdyCymDL?=<;5TUXD( zpq$4%!Om_R50)m)cDN^Cr=%)*Vsz&E%{5)VN)qJX^ZdfBH!wFX zp45Ba0B7MA&^Ae+)2fX0bT==rT#w@R8$-FB<7sKCD32_ioK*jr z*c<8Iw$f6!wCmSzmz2b;&)l&?Ui>QVH>_vyrElL9EG#Va^!2~EY?`dU>Bteyy88Nf zhd#ws!2Ne&@{*ZI$;>QiY9`OdyM84v5@#5$!xAVEy}|p+%5dB*q!UIb{Em*0Q`1wn zjg{@cQ&*Rrb^F;fB`m-Cbt80Xa#`VEC7!g_sS+PY{raGSgQ|{&MNiUvDM`tV)d~`~ z#fv*ge99&d*nb>IGi}vZHFJGaQ&r3;Crp{LAXnPWvs22==!qwvdJiE>CL(HbFsCqS zd&aC;cX-_rEw4YXzdLR$Z{DAU6R)rkMSJ2qBcV!EnYb^G@1rJp~`Nqn?l;ZTYVbQvV7 zWbsBL6(#yPSDufIC@m|y?KoM=5@9N*&jv){5=o~{ogAi3+sM{XRaZYwg(V3kBN3O0 zoP0d)J;qr7_UY1L9T*t#r`clkz}$>oECdpPFr?vk^71gvpph$lvZOIrK-4g#5t zq?mC-Kg&nlM%^2K;lkg^nMS!8K2-c$xuIUXNE-G+t>Z(=m2!c;t5$7sJiDN1p_^MM&L@5LPUK=_xYZV;V8f{9A`XTw;IkHzEav<@#T`*H zbm_|VXU}M^Z$H);`0$sXvIf|Hi z(BQ$IEs?C$8PT{0 zJev2L>q8j{P}S*Pw!tZmw=`m9_1CW)iTB^yPnj|n-tpe4~m?MgNU^^@gcTGI$)3y6|-$j{w_jbh$V)sA)$R;^%!=l1_h+533^=k0Uo|QAt z7OEHYQ&JR1fZ;wlauAVdARU)J2y%(^IdLkJLWw41Wjcj zCgZ+A;66@oeZu+kTV@!Bv0}0O73ZB~kcr90xHv7m^f&VV#}ofZbTGS9G~9Y7+&)>V;jk$ zPXGS$80&Q1x@}tu9I@#Ng8$_pW8)1RQq(x#VNE{MNe}V2s)b7Y^uwKJ#!e6i z@i~`kdn}%wvACb(=hDJo3+Elq9{yUH_k3=&m5onhTZekzbE&Dy9l|zd*xP)st+leW zlu*FIC;ZOJPe1#8EI?k^(iueD)Kgy%Q19DI+b+CN{mV zsAw~I@Zc+kGfFN?)%K1;HQ%B}MhP?Xr*kazll|vg0EghVl<%lbvs;V|ckQOkz1pYa7LB~;l z|Eyp}Y|4U*RA^&p1tceQTed8Ut>Q^3bzszbGe+(z9Gu*cA9cQX1T|n^GSqul8u1iX zC8Slqo1L^T_F;Cmtb*pqP#axw`?N{zfJ1pN(gZyHUM@}s8S#V^s=mPqERi4^u_BWv z7i_b4Vi-hvI}jC*+?TIkdm^z9c|P!=-#~rcjpL4Qa2X(mJrvvcF6B6Oy0NOi7;H^A zFXvTd)6Dq()2H@F7v@A?y*eBVify2S?%c+p;lsTq)yC=f>C>KHBVulhj#km=*|WCv zmdusZiRVT$et@Iy!M@tnRfY0v*RCzTv`7U`FI)cuZq~k3j_aTRd9cYbv9Zpsb?^SR zcIOPdcmMt^PUG(se#uLK0gUK!c=W|4D(GOorc0|PQ;`gzsXa5=^R z05N6(9Vi2RSFG5SnAmqtZ=KFvl9H0R{0L@Kt+Hc{PS8_6ar$&sCpT9Ym!lUh>?F?_ zwnknO6%{pT$Pk-p)0Dv-+C|z(%>(uIr~E_}Y+JS4 zON$7@@pg>h?sUmp2~Qj8lhb}>U$^ZS_xA1EUH9kr>%5l-${2Qaul%>JW!wZAHf7VT z$B*S%d5Cb^VU1l}_#V&AUS?)$gphMj%1Pfyb2!+ujd9;}nmt>zlN}iB z)tSn1P~dkr#-M6hKDKrsAdioHO&NGo`Rcsv{*)i*RWG(>*Xt5+`wl=gTFrG@+* zMHh)wuU^N^iu9N5Jd?40Px;)oWfQkiWQ#>gSD+S%l1Q|ZP1a!43C`S>X34REfu^i1 zr5-&Zv7s-y9?%i}%#x0{Q5-mQ$b)lLER%x=oj0{xN6I%QIC#|S+5FTJPDpJX9jVZo z!Yt$tciz6$w8@qpz_4vq@P-`Lo~WoGU=*1ep=!3WPjlz-Tq(;!y1kC^_!BC`t!cqmcHM* z%u3N0ze%yG$=!(J2VkQ}=EeKOTeuUY&s|XZ-Fx?jfe>4~W=xksSCUA1v%!pQQKs2MvaUpuG@_wlw13n>HS;X?G zz9`eKvmVF=3M758Szi}0UsWD3fS`DvIDx@&A1cATM$9%g zqHvxFjK^0@oOS%!_m!7RGWU%;4wCey^tx5Qj<6;wU^ct{1IQv-5kB4gj@sV+`=?Xz z0QBIWDb1f$l%A0n1G70sQ8eKO7X0DUrwJITKXEB!9Rf0v+UX`aPBPrP70~S7lP5b_ zZ;=s{7GjuT_H*Z=o8M^0j=;m&cEJAV8HOiWyv~>{JmeD>F4z+Uj*~+P(+aMK@)odExR45@ z%Ekt&>qB|@7((;Ez>_Oh&mrx!7J_{v>fe+05?TbOx8$COJ;$VjeQvd3zyJ~tP2kG8z+U8HxCze9XNc{h8#cp_-EeW zbSG}*&YCg9VbP+#{hd=cv#fxAH)QNTa9{$k+cD@5rDu1dmO4B4z|J(BO~dyoDm?>J zonW~4x$vo&Tx8_Jr2Pjz?KX-+Q= z1x-w;3W@=`Kg^GP0#7r0_t@{Re#nP!v;X*5SxGUa>>t#uRzO)Rfw~HoR}Il1Vm0dtN7f-%TW`3LUj=>(&mbSFVWh#Rz75C@Ce)%RIu-#&Emm ztOsHCJKx>i3Khap!k1ZN95;#I=20$U?YF_?nBs-wIWJbm?4*W+<~bUTtD%{WQilj= z@mP4YWo>QkhngBYhQV}GQc{=Q`lb1BD=hM7T!OR#J_J~Z`0dkVS&%yb;t!uc+w%C? z(0T&FCa~?|T3G~VZ^=0C7&nGAb_hdk3-4|#qR5{}rgaiTR#*2oZRq%zJ6@u4h+P34 z7HW~DJmsKC7>EC75Wwo8muF9*Sw#~u;1c`T`M6~3aR7>)Q9QI@wLKV~Xtq|C-N3{x z;K)R)#>ajxQx2w6b%^B#a%DqxU7bN!r&!teCg%UzZhAf zQ(D!HJ!Bd9L2IL$Qo-cK1m0-v_5vnFEbJA%5aL5u*Q28>K9WE?$c=ZFHrSs9MJ8M;9EvZ$mr?%g(mBGIMu% z>moThx#BBJ)v1J}@*iKX?{nsI*jK;Tt7WY$*Q^;aL`|M~&O6x>@o@i6SA2RP3yW*A zDDw{jw1;$RBRB%hk%1DB`YTT(CN<39XOE1FG5Nf5y)Q44K^C3-llL%!ZD zD%z*lMjxEKh4iD0y#J^EJf-QcWrn60_wU!w$wg!R`j)kxt0(Fyr_(V@T|L&tMT2WN z5}2vcXdgKDs`8|h(@aNNMHK%7(IIJWzo9 zvSpohJ$^3#8axK*hS&Y_Z@cu-x1>h4?ba9*RCsp`tK6#Kc<#iL(;$QZ4B1Yx+s!-{ zr1J^^LX?22a(IQ2EE;!CbAfCv4Pa&OLlCaTI~&{8g(K=D7>bpTU=c1Mj9&s6;Y(1rOkTv>UT<`B!5UZ zlY{5pjyn!0azLP(G&xnSAc!gd%^TfZJy<~ftT$PQtL067tP}-h@UH22E{Ya+aAaRU zzgr~ZwYVB_Em{AR*}xw1uohbATxiIS3%udlBqrI?bYW)v`BZ0c}Q z6%I*Hq!dk9Bc;&5jmw7`%uP1cmGh07_wS`R^xz+4B!?wriB{vrwLN@b*@SD$sCxw( zuAh-z_mU}B42@2eI~N)%!R|qkXCa^rrEcA}kok*Uh#8qaF1WYzI8Zha$Gh!3b0yb8 z(nTvf@?|#Rm~4Eim&ezsqB4rh_Isj|5^O2}wDpayHsi-vrMI4_>$`WNbBJ}!Bf@dZ zH*y}9RTOcq90<+E&aN|~sRZWq<4ZwD!i0R(m<23576tL`czU{q<&>TasdLCQC>B4t zTp+_emy{&R8&Y*@lRE_kT`6JC*{$6-DvV+d=Eo20Pck&%?2Q}d@YauOy9wWc0jvp15RVE=Pus9vOyj*AZgyN$Ub$1^w{{FM7s_M?I zTT(=leh<4lM0aaI2(+N<%})T>;7$vB++=sY|NJ?U8#{fzE@6s~L|iUFytcNsB(&zk zp0qO)k3ahpuN@BcD87N5Ik<6zX-#9F{{0uoTzW+~JbL zxa^#q6stH>omq~KclF=oJbC@-H=rr zV9r$DnyMg4`%nwXI*r;4s;)AE)`n}>)@=F~R^Dn$!X|cbQ1bMku-!0!bEY%Xh>bRGjh=J9aQfK?<<5;OJ)kGGjK& zy$27TJBKk&Gn9;nJX8``9Ct4-Z=9c>F(iRg>PdDatM(}W+{)bVR74UaVKhucM1({s zC8$fTn@32QZDakVo6Iiik$1%6;i}8N8d(O(X_eV=&jRr!EQML%{K!EY#NjEkdi83S znIMvQ1Y=k#;`Jj{IYwrBV8jZ25uftjfBEv@iiBfc3%-y?W(ms|V-d73DQ2y5?R5ch z5V0AUlG@0$H?hkE-zO=azDJCK^Y!<)25pd%OgyQ~YBF6@H-D4*zVYoY?yQQ~diD&N z=)9ph8NM_jVF0(5{<7|*X<&)f%SQumQ7y=;E->jKj%lvYY{9Iv1!eRP4Mdl-nQVui zH96YUtU#^>iL}q;ZB9-bidh0<7JbVs*>+BI=6K@u!?9>Khe?Q!9(4lSM8refyONxo zg|KcTCWfg=4}SmtEsAprkuhhLL34>mOyzj}2$JNrXQuEnC9-nkab zH5&(wbMbSHL%l4{m9&7WZs^~oFVEgVFg$ShuqRy{f};*SRM3Wp2Do+r;RWgY1|(^o zIF^XtU{a8j1oa7ow_64N!yKH}hI@~(m>~`^u0#O2fz_M*D8!@rHEWj0*3J5;4(GnZ z%$Z@JVi$wD&6}6(W)&+nk1AjggW$yR%DG$Fcy@}$x=}{8bF+h0ax?nO%}&ZL3j%$h z2K8F6c~t-GQSJ5u6budTG1}9^gR^%l1?NT2!@NxK!Dfl^3OU&hy~-SOe&1DQQ7tl` zWmoOd{i_?X=rrz7Z0r0@#}N11ve?Xz5V{#?STRlbD5(~$(Qa`x6i5(Sh)TYBE}1XW#o<22p&kM1uaOWL48NB9<6L$(9iVt`;*fNE9Mugi02Vf`1Zzb_2o6 z_b{=kMBjH|I)JtC@vpu?`m~5*-)6>()@=)xqYx5hHZ&_}f_EMM3%Aa1i%3XL-UZ6y z{Jmc25#!MthN3b#SN}WuLCeL3vp%MUoPG6j^M!etc04nd%*$pE={=G* z26=58;F4x(W1rWdPoWoyo<5o?R3k%!E~KR$pc9l=<-pA7&#?X{#l<~(^r+9skukl4 zwRM?QaT06Pg2eIJ??M|5(khigvLCc~wpN>Vfh89afiE=n$Zk)IO7}qe+}xKhR~R#9 z439(x{(_pw2I&+Gj?9j6n+U%RveRLT$c_czx6N5+@!Rxkc5XA)-k!eo)g0xA4;~ap z%kLN`Lz&ZWZn`RDuod+XqoXAGBfDy1uAeu8^(5%HLb%bp2lQQ3; zKALmI=N1Lgcfbn|;F5lh*(48A5>yczIEgqZ0FsRvSO~N2&eM`eU`CKp==AC}#!Gz% z6e@E|^A?{u{R~kJ%fsK_pE=Y|<|=gPaGMWOQd8SX9pZtpWD{fl2Cc4fNynG7+LY?* zoa>El7|N}yUY&nli{JBQwt={PM1bDk1N=+s?YK*Gb9E#Omf}Q4hvn!%bydc)%%O7u zCQudv5vsuoZVvWP=y8DjApms@48q$OcYAo1HF56Txs?z4I$SioLo%>`;JmgD7yVyT zev!$_I=mRJ_(bRYk%sTzB@P$Yv!3?FjNN|23z`m6momNZbI{1BX^Gj0wzgztS;iK% zv9b&Z`0067s;*#f$-}aD>3f~dc~aXzLp;fIb#;~J#>B~^wf=_^yL}L~qDY&eac(gx z&mATuPlabfU>1w(Ti~V9ehj?rN5&(HecNM4hG>?hWp1pFyD6!8H^s;F%bZb$HG8}5 zR8il_4lD;U6=<~>-1H)ll*gU)+~I72I1vz+Z)IpjU{KH<-ZKe+SZhGAa$(lD%=UPU zJSUD&QE)=vxkG7n?AS43h9Q!krxa2qtK#(5 znXx%-0LF;?+sVa*m_yK=OqLTI6$j+SZ~5Lsgrh0Yc1w@>%7wC+;?St!4sp-xJ>cFi4)8tHI0fh?Ih zS+tvXB6{7WXjAOkH4OB+DY~KNnP*PWaDBVp(2?AM~^vQAG$!UFw$4cG1hjUNxJgI9d89lqf zIzHj*_CihV!kUf|#v`?se*3krXU&3X<}TyDwmwNQ$Aq$ro2`x2jJoItw~$HHqFeT) z4cBZ=q&dnp^6XMRMe68{y@Aw)=N|8SSRr0KnFiV3^ly$Henu;Dqk0+xg9$dD0)peQ z4dzDm;a8NmEqHt9jtuy9n(zCKc@{=UM{uW89pSHs)Z}Tx)LsoQUqx42w)~s`uE9t8 zA-7;DmXlhOR|w{UZTl1+CwBfI^87Ltr;@m`IG>Thzbd-3!bNHiZ3Ud$&(#0x#I+oL zP4xUdL)Rz>C(u&C{K7f-!Aq=iWr_`owz08U3E;@%35ZL4j|{PzVXoqiq>5&*ncw`V zmd#{-{oZ(@Q1isrO@#o7+NeZ8tPhy_>8@M9{(V`QG&=@RsV>i`u|(zK-^lE}vk1Ur z`M9->HG(GczC0TSNpMu+m=TB=+5|E&T@w>!5de610T0%SA{#jmJH|3`#xdw{zM6tf zJxXK5MouZQDeUa*0QTpU!vR6y`tq}))S z^4A-oxjBJ0<=i+sC2>Y-;4I52ZwyDZoJ(q0-cCa4k_8;&M>#3muHBuYqV8xbHf3gx zraE?~B=htvH;XGz>n=h%z!RupC}4Ogib284?v9Dsj`YDD&RG;w`u0b*(}U)QOOucE z*)wN4FzCwr^_BkSaRXcE9?SvaSiZ*m&&^Z&P#gi<2wBsxTke!UvI62u;iTJK?^1Ed99_x2d*hwUZ z6O^kow6wH17*no)TBL9+vORSPZC6$#&`u$?Ckhq^n5-W*|Mr~iE!R*d_j68_C2d9_ zc?UUWXWkvcjI6tN+aiZ3aAlE~TR7L)*V+%)&P&YFI}2{ z>jipZGEG)_=*t6(Xiv0<{NIBGyimp9Q;5+#CZlZG{1vw=h3Z2nnazyuVRLPShXT~QGelt>QG?sQ|DQK{;|hzx>; z7Xf~0Z+%@l;^Ho!E^{m+;@x@vTzTKVeeFATyh9w0JDZg4ks6k(Br9dJnNzZ`x%Hd# z!M?#CVP$hLCvo@jdDN^@vLgJOaan6}h*@U=;0E;v(4nnN6#XN@ckfmbN-$6^Xl1g5 z_)C|%FjydTTA~d_(KdOZFVMB-*KTz4a~lcJ_X83*PsLu><8Og}d+EcMng_%2jhQzu zZg`)Pj)^Bu$Rawq&C1c)JMkGU24Jx+8Ed;TgFy~fG-csqHHm`3Qs^NR5tFQzl05+i zAoJa^KwIVErnHIEw?EN7a_9ByIhCIUo8h)-Q6z!5>O|;(K7Fz%l7+CBinRU4EdA08 z4EkL$5K!H_;7oz1LA=(i;Ufo(lMh`x%f(^`A`zqwLIA+pnmgS0@9b%b|4ea16CZUs zg?)^eaWnfIlr@}+9^03$Nb?2o4!6KG#`Z8sj+&Qe_ZKw5`}YEE+?O~bCcWXukIjVF zht~T0oKY5#7HL?l?P57)be|zZy71C_La@LqMKK|i5E`CTa>i9(>+zvJ%7bNcb8>FM zr4WBVz0ELZTwx?6aybX*zwCC%-(ZTt%7MSbM%4V;k46&^0pl@EVxlOS(J&HYH`8DW zOy(nWxyFq9Wv{&_j#Xb|b-YqIzIb`>wwh5|N3QI3+WyRFS#P@u6D)mv`UNEy?n=te zx??8JdMlC+ts8rrp0#c^%?orncfqUo+p9bXaLhF!8-oVac6BQG){veZFQ6&&a3nxb zE}XnogOrsZ(*+uf6zx6hcpUD)g3Qm(&OVB+wTaozel5QPAiFdGj}Hu4q%1~zs_Y+s zwqVq%0-LW7GT7e#Dexc(`lTEa6_gG0xDBZaYg`LO^{_{eAHP(&$!^1PxXph_4p>Gs zt%&6hoZ|C3)~S^oe;Xte_(-b%C$wCEeK7l1H0FY3#5)Magt#>hj+4);6^b;lOpyr+ zw1nB_-G(p0JMNsyVoy(*kdVJ-u{J#HVeSee*HqbqMgjY{BRjtO%fCcR`+RCYL&N8C z+5L7;KrJisTxcpGUO*Nqz@BgpH*x+mdD-1>adzFSo9lx_8ZRm{l2pPQkE|`LN!$Xj z4baT(-M6Z$ZRpySC;%mkH4UYPzE)q7dwI#HZl&X4NIgITzavG5H-^C1-v98WZ1>!Z z>Ly2zn|lugMYhNt>~wAa48S?T=W4eX?J7cf0NM8xL_3jpAv#@P}@%QV>G-J zgeMh0At$8>u80B#q-SdEH_;K&Lsiv*GE&K6vPuS96!3)bJl1AtqIYaej5p7!pKH>A zEyIQn-%sfjSu&x|hSN0Qt;)m2Tm=cjR4AUHfqHtILHmzI zKUhOx1T}~qv0_Vx{;7TJ!4vG;7gQ0EqWecl=^5lzBDm*22M*jDML(_wlL+<0tgYxj zA`x1ILes3M;Y63`i0TSD9^)N~s-0r!2U2AUZ@Zs{F_&f~x>ycxHNZ zQjO_X&PmxtS=oBTh!MyYrcJYE4uuZot;z7=r%85{rcQCyDeMjsolkr+p?Ani@g5T| zqqIib0pEzGOvb;h-E?8c>6ps2%p>ED$767Z4&lW1Nf4d72!rqC(U){#0 zOV_SrO%85Ht`(7R>d~1QhN2gV){1}mbc^cfeoo1uJWYgdy1IpLwM>0OIe@*XyQ^&Hle4qt$OukO8Ou#&4ibg^RYg%_=s^rCoz%#mmo_6CvRTD|M}q1~v8w9)sFi4n;KwTkFQd-nvm zk8om;=vYCmu@MCd2MM*P5WBG}L?XUaosE^0>Rosa50v6ixHHz6h#lfAvX0Nf8v12n z#jAuPNw><@{4(qt)x4xODSMrfabsQCoc7n=CEdI`rX+RNyz&%4XAv=BgS;Keb;x@p zm9KV;hYQTukt;GriHN=+b*x$`%d3O??tds0uchvl)6+k`%C#8KCu0Jv5)iT}y=6>O z=KRmQ_}9-xhTVh)ozxDpu4=MIQ3G>tMPh#oB99IvCj&d(-O0V1$bZl|XVZ)CMhGRM zk{k)v9oP!l!nnnY4Z&EP*MLW7qkAiw$qG8-CRF%)GzId2ZS3+Jbe;~!p) zjqORgRGgU;yrKAA;E%w$M@H1d{Y>@g{jo(Z>O~G5#OM!emW-6R0eabU^U*VZel=R& z2L+$0nc1lNO4FJJl>}q(8(nH6GI*LW&h;`NvpIUmWI+efShaI>t12)7d!pTUU+vG} z0i;?&bDzx%1DTCv4IM>>AkY@}+A}~>3Xn-n&CPe-y~})Cb>_`|AMb|D@wKPpH5!Xl z3@){?3PmO)Wc{K&M9`c76~-$+v8yhw?12`6^NYx}K>DoxSF@uHGX052quGRDh1sON zTY;Cq=uJtzbjb#(5NEQKL}*~_VoWy(NqCZ@knysfK%a&hRgnZ)`}>=az)KKFqX-a) z98Xa+n5x%DsLUjT{>0nOC>n>w>SnD4?(Vh4oi=GSnv_#XYt^L>)4bd+duN$_f76<{ z0(fMbapQzmAP{|vlXL%p=;VVM|Lr3Yl_}}6F^wrm$uBK?qZV3Ym_QMA2ka0H4oyEE zXRTZQ{Q2^xL1tvk{E$lnN@Zq71sS*BC_(6_sKlTIPnXQ#p75MhS(`F4*2j8E3F?Tj z@mZx=lHR#At^4?|N!iQOYui#E3VPJB4Box)<-|X%CH~WIUyz@XAHtKEm>8!*ONlCj zbux-9cgoK0UYpW3wIeedXnhqblZf`PH~}6L*d|wcexJJYa6;Lf^&@I>4DKFCU-@}j?16yGD6ZOx z<`hVrNJ`o}$N|1xx1o{OnvI;B5z};BzeYhxeJ3u+qSzM&70Zcko<|15G))dxNA4I; z+Hg4iOizPJK9-BirKa=wWps1^ZXZMC+JrmTAl8Zyr1HlFb3(F1Yv`2}q&%SN5Va{8 z3tT&u{PrF+BXP!qs!8cj|VF&dAPfa{V&H;j}r_H*xU-j$pg{%sfRV zL874zo(IiqU()T7!5Pz<3Q_|Zh;xn6!5Ui35A!rQM;FQt{FH7N6zt8oTh%ctsFvua z(daJ_8?D>w3Q^_319h#jd<>WiWS4 zeWZD?t|UfLLBGDs^{Y`R-_cH7W}3;xRSO;b6c3S!^AgI*yAYbb^1P~n1jC>1sym!{ ze?LDgHLcN_5oF|dVQvQHCXIAoM(XY4*}#%KySBnBmgqZFKQ|+=X+mi8oj{Ea;u8Iy zPpr1t8X#0OqgsAUM;YJ=wm}ivWH2zg+%$^T*2%2Vta8tJG~}pJQo^`~fu2an-pc3B zkgn|^Tccpuub&NQrYJ2A95|4>tX6ao3Ld}A!B->K@85qdj9~VVG80^V7y}!3Q-iy0 zyRM^7V|cA;m;d^yme~Ki|E^B|^;hE8OIGa2%_`$^{>Q&ZmaLQB_CNn<8WnWDR<7TF y`vKFMYj=?V|F^$Mt5ide@ZbOD|EUjY(fVYgBv)`+?%%oEwqxyV&Re@}{67GU9(;BH diff --git a/images/pairwise_logscale.png b/images/pairwise_logscale.png index 33824ecfb6a226ee4cfb83f84ffd682145707146..009f5481c6fac7a284706ba43661ef5f70ad89a7 100644 GIT binary patch literal 80383 zcmeFaby$__+ATiCE-XMr0a26^ED!+^OavsPr42+HrKG{aMo~aPx*Me%MGR2skXGrG zmOkT|xc1s>pZ)EGtg)&#hk$T;%$)P5=4P=iWyHcSs5hSxpKyyy}s>w*T41 z?~kndV>iDt+v%E=CHW}m!WWOoGvA*k(g@C5Go$$apt*q#FOH`PM}&5vV}M{E5P zzu2sH)aXuJSPk$%Fz1n0$>-YVWdGl9& zICnW#`}(4lj3KXdi@M4}rBYJfzCCtkCqu#8w+Hs@t>!ap7Q=T;hwOjJ7N7MF>&u;W zym|9x!@Ca@ir87R*rs|4B~SDH?iJzn=nHM@t^&T#>VCm`#ePxBvED&JLBloY-5PF1kZaIcjMZZ1&B$*MapdMQ z>#3aAuU|)<4t~d!YpO-dawtYAS~=2gtWQRw?QmChynoK@jGb|9(#NlX6pFL`BeHI2 zX_*gl+$#t=e0`CAe`9u6V|J#b2iJB{QPE`m@)L&Dah7RqsZEaMAren2avbcGBIFKh zX=!n(r^IAfc88hfjPEF(Y*CueEhMDIaPPRb({%Eo@s@S`hE=B=9UY_OL+|oxWpT*L z$|jpM)b@E7dF?8yt5e4(huVu%yM6c#JuxF~pPrvLEQ()LRiAEN`AS#HgHz$ep+kqF zR9^-OS$2gSzsDeWU&MAe!p~{OMk!WJsj;zJdr(Q zqfp)3l&d{|(F!>^xkp)9S#)%CA-8WYnVuRdws|P(IF%Or#S@dmxZfzkW~i;f!Z$W1 zW~a2ze(Au#KrW@Ir+4YO!|>k-4BK5dH|q_#*8N(?Pn?Ll(poq;I$9+%Rv(;VT-TL7 z)|j{{)#&Tqk^UxaeuIif{{H?`Q&Sabm(NT4ADRxcRx@tQI+JZXQie}*@7lFXDMt15 z(OWA@2Y$RC+H9&hxk_~EXILNBK;Pzvt7$MDp&=m=x<#HDvon(;W4W`M?;kRizqz@* zGTmIyVelh+S9!RbagUqmOvIk^?>KhuJf)dwrS#E#yJbfSE0)y}ZTo?n%5fTz51E98 z>bK>JL^nyD{n4e-_qXBE>W9yIr!D9S8Ngk z0|Q-6xw*!EzkXfacq?!*i~Y}xF^5(U6~41?7LZ|=Jv1I7`IIB@{QHOcMV>rruP)qa zFl@+i$Ygf>bv86CEJ`66`%<+cN-3J= zfmaBRdP+y2D{~pHq9RsZpfXZH+-|g|bZUGk*?#;AW>x0FCV`X(qLy7x)sij+=DV)q z#x3KwDlmQ{_2$KqM_p-c;=~;n(Qb}dxSSzEE8F(&?c0ys+}s?eM^udK(@q;!#k^E+ zCp*Bpzp=2eP`>?(Z)Lo;XlQ7tKECwk(|5nMV&l0@!nVVg($mu;vCNh&TPBZT`u^hw zzfsL@w1pp(1sYp)MwN7X=9y#yhi#ta^J%8?;k+Gnl;Kf+AJUQCCPvqdiPmdn09>OJC z{lH6FKtLc-+>O~LCq>3r=sC`eVYeB@25bMmgq1@1pdu#btmQDGl$mnk0pnMzGW*f5 zdMQ>;PEHG`UFZC_a$EWX^n|Mm67(T>v-w7peKhg4Wp?zy?C{CM|Z z>`l1!TpC0{B%^6lFeD< zi^k{9PWRJxvq@l{Qzvr}%WWD>J4yoGL-4+nz5RKq6fFim$-O`$^tBqdk$BmI(dwFxrJ3v6jWlY@ZJHd`%=#K{;M4 zmdqUhfz>qbsC#95LXNnK&5TQfEguPB2&q4IkBvtw>p)Zbiu@1eUb0$0*cucc zU+MPN&dmQ%SnKEMc~Rg{?%3Yk(W#vpX>z97Bc3FMKVTA8c5mtJjYVYb>`iS_{`yL{ zw~vL6&LUs1ysWGO`PfO>6w|_{QOGD0z4&p?|`a&WiIBe|f46)v$&LoC4`~rkf!ru|;hDqBy zH;{$o@FN9#`>g#Y^&FUvRE8;cPx1 zVz=)h2Q{n*wFDg(hFw}Q4Vl)4V|@*S!^270ZS>sA9e`=sk<}JFh8ozy+&}rNCe@p+ z8=mn`(qn4x@888aOC67^xUim@myE(zF^J4jBi+@8UtS1$i#p{1HAUcCsX`G)uGT}b zFHIUUs(pvBuTpz2WsZI@xN_xHn2fJlKn)TmYyR%1etst0Kegqm#sW?~-z#9rM4_bZ ziy&xyFxg?!N;A#ub)d+eJ*V9(63!k~uPYXvjREpGz!rby$`zxLXC_|J-8$RZ*dnkD z$UThs3R}zU)B92pD&@6IakfiMxA5s{H)fF}vu{VpPRN}ayl2(l$iq3dB$!P-s7-mn z!i68p%ZI`YuAgzs!GT)7ni{7*j8=;F%*xIlX|Qf;9oK3sv{MK?vT&rgP6es+bh1I^ z)2B~EDk>BuoMOt?YujJWw{e^q*OQRP7G#<**)i}n==k#IVdLSAo4VH&Ag?zLCsQZ^ zKdI%&xTKU+dD`V4J+;VoQ9v!K^XAR#Dh+mx%|=L?=nVHa5_S%$558PlT3VZ^S8Oce zU5Q)w;5dB*7_qvqA+y(AvFgV)tm%Zw8CwL(q{}}}xQ-%etcy2S439Qvg_r~96-h`%d#0-W}z)1WZrh4KxWs`!=igdMTdm=nl*nL~yPq?a1iA4xpM?+m$J_nATwPsH+~06E`nVN; zcU)GM5#R)to?@t^$1;0S5?sx0tQL6c;StJu^cKgVLt6U!`hZXm!%jU9YWwUXEX+p{ zV>PTxiAC&kAYk%0`bowlOOzqZn`WL@+jio9$s^XIWZ8(!{Q7|lEJ0LG)+=UK|JGku z@cFa!s)IkB0V#MTtd_Q(D)$W#HCN$lNeZf#v1?(Y}{c-i$>ocS~Wpi-`*!}!ER*N4a3YG3KzL(;JL z{&wm3uV3{)lMhb)%qIhmiy8T_&5f>Oq}W$jg-OVwWS#86v-gafavaoBjGj+TPcym8 zlfb2-?GSor9lHSlmqBUJ&4(Em%?_R~fA$JJMCDU}l!! z2=wGIGu|#_GZ=Df<)(|=bSxV-L;$BA1Mrr|OagoAk z`jz9Zt5~XVK8s?Jv5xmFPDz<2D4m3?`(9`sK|PknV5RfzmgDTSwNj+~@l66I1bW|E z#S(}5kRjp#52ZOi7ExYOMn)OT>Ou|+qg{fs&MAp~W4;OOB*SsUcv1z|i$u_rxWCv$Y_GJoPX}OKFc=Xf8 zOdVn;mxSu90x%yz!P*voN3gp)kfBKZbn(lJPO}I6hZ#0*w8`g3`TgbWGl8L+P0h0i zkex%tqN&jiG!zaY65SEd44U&?CVu9x@@0~FTpcXFij*bnGA|N(butuYM&g}1KMOQf zc=H=p0F(;bnyTn{hZ$5v1fDCnOMu}QT2ufn*O^q)^e4yqt5F3hX4_ioxzbR?9`81( zKcJaof2KcY(j>6q2QVzHag)<*HbyWkFE7vDO^v}4V^In49E5^LSeOp+f{88RZU7*f z0a8*|MdTAwr=xPmf!hT4@7t%aD|^_z&}-K&PzU^`jT%UsMb>?YrqNEbGq$MX1`oP} zGBUyRkC17S_B(jSi&vBDsU4q5z3SPsXKnk^+lRm3+Z6>2ylmx4r4uJ^g~|GxaOXG* z?2%UZ@!n0PF2%Sq*-%B#6{tGy`qsYVC7tEr{Ekysk^UuCGV;ltJ9jQ8`539m5K;`@ z-d?k8>C#fbs>)EQ^>y1m##^-((qn}Kkp_=AVO%Q7@ z_E*8iAcb%C&o|2raMr-aIwjPks3HV~S5PQ&l!`pAYe))DJw3w^9>_-w%0ljdNC*Zp zu6ZyyT4!3BWn-Q_JzB>ocqJsHp6LwMf`6eWkKx#Xffp|}lQieGOS?+X-$6Nmoqmo> ztEauddUp%h3J)H2W%ucAZ{m|Ld|V4$WB9ZAb;^EJ@gmd1^O&o?tvGEm=S`q$EqN;YWx3^c!u+Xnd!}OMY zdlty%D` z(LavjMP5cm#-&{|@#2Gtv3@7JYYPY)7~tGi>>rQ4hXJFbS*vROl5j701vb>x)m6>v zk=-cYx9TCb>1^jO5}s;mYD66zPQMmvIma}Ur}hv3UU^CDq{B1!@7;$YcB2tkRw=n| zK^?3vmg|QG22NkR7FO3O4eoSkag6o*n*ADe^j7M6(T`$9S;P2KPNlO|Ywm`-%_lPsaSX(oGe zDE*X`4>#BsN$kAW`p$=S-MV#^NI2>lZrlg1{tN&djRM(-i570UeCure>xej0!cO)>qGJLfbAcg)${lUm@+nT=T++6)FHr-;zz06TE z(^&ZJiu|;`hrx*T4W5$+eE2^;(S8*U=vkX-9WUv{>%gAR^=RrGfO$JT7JPGav+(9M zxO6k?ADlPlhAXw3^F~gAL+kox>rGoTrg^&ujeYyUAZ5o6rEe|g>z%RV0k2gVar%eM zEk&L2g3W+X$U(xJSCTRCJ92d_;I{D3^-tX0gPffy3l}Zw!fLm2Sieh4v9~t46*v-w zP~AxEnZy&C85XBI%R*aGH4;Qs5ph~lR5}{>Rq($O|I^F z2Yww(gSS|a;0qTO zi;ay9CkMyLHEY&P0B|$CJ0UJ!bnayb2&5|a?NSv<`U=>br(9fImaSSlb&R!3xAM5d-oeC$L z4b^95thx%o+D8Guw6p`H)IwPUlH)XX`tU?|JU2IYv{*cK1<%~AaalN3K*B7E`L<(y zu{jQtUAQ(+A0HpK&h&P_a=byeZryp6UEDi%oB%Xhwqk{1b)2SBiqRPitrXy13Lzs} zS}xG<(yHI@h?L${^D21$$b1&3GTGUcW7S*BiB*eA zTnTqsk!@$Ku8mS9Ubr22ZMfvz$BE z5$$dgiX8{*^fApT#jlW=>a9;#@bmMlRyRSyKM4-AVz9NS5~o1)&8t#*RI7&&OGpf0 z`^r>PZC?>P<>d@J`9yeoj_P$U0q!gl4TDL+yEC70vPx8GyTSmk%H!J z90v}lLK#s8XXpOp2|Yc1C|K!O&CIINGh|gd2i;h}(7g3jx#Fo)r~KYmAftj@+VwT3 z|7&9S%*jka#I5qBqLS!1>xHxG}rzy07HKl?$6Ox0x>=ABqCWb6w)xa-!cE)?0T z?;S=KBML+^h*tcS3_NNf?Ed!hvLYi-9j6AwUEfv%A|_dOD`V|cS5*O;A{FV654LtS zWR6+(Gp$*}TFz&@G=@-m92cX3ar8etV)Yg@4~vZj$<4T1#~C>~JRxB>$iS~_^~r&2 zQ;efi8*Qch9Va4t@zJ(R1jSDcydN2O&qA_%m7cU53Z6_xA&U;_0_uWvT8JR2aq`ru z`N=@e4E*|=$$az8h4NP(Q&2` z=+i#;E7q3uDFiB)g-BQ#gH7|mwjcy1__f+z8pDQ+WK!~AIKFD`1Hoo<^=e1{D$yh< zEs3&cd(P8s*wFE_kw|D_r(e_Vr1MsHSoW>q-R>2-dV1@xW_fveG4N_c;7$!ee!f!O zIWb%=Yl(Voj!{Huj(K{jH^{-wEfp^7uWVotCF!{{l9V;>M6gh|JDgeyo@u)T2*%>X zTwDezXTSIgqsrNonUnR9UKvuD`%`akTc2%~ioqvVBGi0}`;748XV+H>_EjnUimt2S zwQJXU+zo-V%LoVzJGHS+Cf(4+*46-dFqPj5*PmB8K=&qd@lxDF-3Z;0mR)RY$4Gq( z3W;n_sa?v^NWWq;s$MrV z;ZHWrQJ+k^KDQhni48Mn#w$Nwv9``NY3k3NHJNPmz9j50k%W=)>d%f-xkoZO$K9(K zyzAR;JUsJ%l(*OIu-W42j^ zT|Le!bB6w{cZcBR@5lV6f!R_wsZ^+Ht6aL&v9d`VXTT{y{yClY*>7A1_Lr~_oj5$9 z5BaTnRKawXnrPf(;IZhd7o5i0Tj-q%RP7$JE9X~`*bhY9$Zg^e4jxbqwL$lhjVnQN*2B$$L8!#KXD0i-*cw1}dmprUMby%jn-9nV_j^56 z|7HK?#!^NR+awGZ_@4DBA@FjD~rR$bh6C; za&1U!_p>9MJK?Ip=SH2)za`-gOdSeNQ6EABi3v!5^s84BI6`t;S6ym+!$AOI5-a$j zoH`5?tj8yxARQ{9{(rzC+Gt{gRD|@i7aFGwawE}>5vKzP;RRs!IWggvIEzEbnr$aK zigx8Hf*oOtM5L^i*5Nmp=m| z1yo_)_Nf%dMbto=+T!FiD{2|v{h-)1XXCz$5f~>b^<&Z?1XYxC_ii}^F`%~Kid?5z zA4g*{W%UJ+*ts1R|ka28+gr$ z3*@W+V}_V|Una`kxNrHc+*`JYq5K1gw6;1xPT{f%a_4&n_F>kTwp_`a_;oe)Jl2AIt{yDLM#Ax^5N^ZfYoFv7k>Iwkt&>1 z85$$?g?77kj$e*JZ9=E9)Hy=jf?SG&!er6%VGUH=2uLIbH3@;tPE(hOX8{;4)nZlt z?!FKF0#_10CaE7E3^Jp8rx%q%T8ZGf;2km)axL|yN!l&W$ zsd5XeCFJ*=ecmc8na3`SY6~@6E4Y3TyzS4k+(W>U7$9-d_9BnSqv%x%I<}PX(};@I zB&&INC^c^&2;=cK@hI432yRE*CPZXwOH2K5H`Mhw?DRWq5WmL-Pd)Kve)I;A_mF0k>zIkB@a40poiKIg1+K z#`F#?ZKAQ4t_`;Hxr6^1Y0DL^0< z8E<*Qbvoz<7D*Ur=S#@Kgb{|;5ro2!3uKQw-?_I->PAr2Buv|2kgu4VD_|uN{}67k z;Qf2UnuN0uI;3)z-oXtJ?Z*~&uaS;mw?gPFh~=J7eKhQvT^0|+TUPTxglIR96Hrfe&94|EBWweJ{Az z=B4eVzhnBv1(RvZ=pu*h_{wp7#H$Sf!&E;T(7_b`6GyBC0m}wpkyH7*KY=%S&Mxbh zlnhr@|3%c+(s)y#@oIjbH~A5G>z9Uh(<9a7ZPe3Wlfy$oo$00}frHEUHcq3eMps60Ler;Qf81oD=Qp!E7eLrFi`Ze%l$l-y?ChQ>CT?8+D zSe-dKJvrtB%4&CZR#uNzHEaaL21K|XT64?JvI3l83Jb)@7{}O;Ga#4fU%YUk=7HP8 zhva(%FN1264YzQ-jceANy{M-rT>rjy_S3%NXGD@8WpSD+wXn7p=*Er}m;tmScdedm zpc@t*UN`dj`M&o!!{$BbZfM$R`Oh!s`wWah?)KZ8n^wKW2Z!#H3%$~EGIJCY>kaQh z_4Eo=`eD5dm_Uuix%u=Cs5oEr;LhAbFf{cQmc&TKrvK^L9%3MjZNRpHOU)BYaI!zw zDc|N|u^$gKCvcLbaoI53%~h`#HrzUR@L-SCTU9VejTIW0w2$VFhNotMO$W0~fLE}K z%cL8+l~-=se+nL_l>U|ZB`_>rc&TdCUp{g{S63gkIa!{K_CwN{IfR=+RR~Ymt2#>t z)Zd)eDqkxJlMmk_2fQwTR>{e-zCud4Cn5kbS>1s3<^+f&QWrCw8yXxeg9_%`ZpS47 zUrf1hf7ba_;aD&wBo&VKHAG8!&0M|Pk)&VFCP5-qYk$9~fGnI$sG$2-AH`^LT37pA zm=#RB(t7vM%&+s~lasJe)|%J{pLhWED)(SJkpP+}4jfrBbsTD`=B=|e2Ev*=fY65z z9~MILLn1S^X6rTp1zt^LB51p9&pDPXU!EEHjNn1k1JN)-ks$Zx%^R}gA+CQ9YlHKH zOWK=H0%*Sq%eZGPtNSoWsWuzU@-S)B39VGFcuV5j#cki^4EE5QRc`rOqo ze9B3n8dhfP(sesXLP9OAf_k3MX7B#~5p(POzWnNnj;|eo zOUw|^U|h>bJ8%FZoEQ4mXnK1 z5=BZSQ3s(Pui~A^sML^yG{|Nrp2&yh8j$?1Y9Lkb0cBn7hkI;u_aj@OM8>238Or zZs6#Af)W6ku`ZeEfSH*1!_7n+jGtsaDG$#jfpN&Kpm-ZtPs6^jg>y_KSMBC9dNSoi zq=pRhr1$EJeJCs>9ulTncvXY25h zY!;M1bLI>*og}8@Of~FrtDc(6`KqP`gf)^NdC?f@1itqO(24Ix9UT3y6FXt3m)4cE z#)gK5l!w&}mzy#y4gHRH&7t(HQw^`9ZH@ zheMK|Pgzdz?rt^#*O|BQKC_4#**<_{#C<`q7NV~^=32(@U?k+2Zg`)R;cqdjM(jL- zoKl8uYuV&57O4`iH8?U-NhSoQxM(oEwjd}>ul7654EYn9!;@E&xNJm-fd?Kgz%B?} z>Ts9`iN$||++cuE5v39zhtCkzf8)lDYMEBCBBY+OD74zow_Ah9Np|va%jVwLtVH!imMI z@gvjP(T-%lyT36Q2{Be9U7nbxWMm$KAR((J3fwlCFfGS%T~ti^piZM;kjFL;g+Fw6 z@!OkcH&n+~1MUqIEC6>~6_%~#%#@7;l?Qlv?zluczZY>|^JwR2V1fx);nOc;gO2en zV`&VhLRd$+tZ1dv?4&j^wSqgVg2+jdE=}c>`xUp{JK%99ZXaTS!>2z~SF4~5&}_~RJ%o*2-Jc+f3RalfHn$404iX>H~vpL;@bLp zD9)&`4+t-yBz)6bivtqQ@U=c%bG#CS#Cfu99!0#$|1>$*3%3OfFLnTJlT-?*-QOce z$&&#wj-C9yXE*uC6w6vwGp?CyR91>&a${>Bc^44lFHL%ZVq}>jSVHpwANy|3SwL~l zTmr%8B&v7%b?btG1rXz?wkjN;Z!6tpaTkm3Drxs57y_S%b+%lh9yzb!2Giel0{%D6 zV43-A2;hS!&25458Vfk+!9{Cf87LsAv2iwKC?QK#z)wC5;6=!7LVy71!g%{mc;jB` zuZrbFxF{{~*rlxno=**!)Td9L zC|sR0NKu++ALV7-L;gPsQk1ahnwggGtEd$TqN5kuyh!#Yaf;+TG#B+>%A(#!bKl!F zZ~op&RRjY$<51;frht*U>FU~KKi777^6tHR#H^^P4#wt5&}-i# zG~K*bxGWiaB!hsHr|J^-OV|)$eXYLyX2wm$|#dnuhqpfU>~c zT3jmr@F8JjZc+|xg11XG{Yq=k!=-9WqK+E!edQ|%6N0t)VB3v<>3B-5$_whFCm#*i zt=fI|^!(_K^NXuAW0311)>R?1v#6_s5+p?ooWRXx{hN8ZuKY&AeY1_VfCTB89g0P@jJ2^8cJMAwJ2g4pjSp^1}`k&#i_xjBbs zr_4#W;PY>DBUAGTb}K4x{-vl$3SOlOU>Q@p6&0j?5jw&S1Dythi@=h%@7{5tBjf8? z@;2ozNB6BezXu*x%$v9W`Tm?6;=k7nf^Q2iTPZu|C!*Uy{4ZNvZXU@8=}ZoL^G^8c zMiG?d_lF`u6Q#J%I}tmPya; zUSB4nfKUQ%zcP7NgAPYD*tYbT$=&`p^Zq}{PycZX_`e$Yq1msQlfO6$?Ph2DrH|~t zBXM#`*xIL;PCvY&z`Euxy<6zWt@+E6J!KTJ9~@bpQ3>bW(X9IIkOC$=PCbyeyM zQHWW%R7btvlvZiYwW(utFW((=S-mw=?4*@>Vs-zjFT5vcZawmQ!@uCAZsFD8Tj%dUBvDdT?XVC`SmX7_ z60BS@7gs6G1`Ga3Z2WE1eeFye5)~!+TBoFx5qtlsk5Bidl@y`%G%y!ZC>>j(qN4b$ zXEer-&M2EE3K}PJWzoOaY~-$xx|z%_Fm9P5pl+`BY5QB6)%)fSTyl89^~2*w9YaTD zmDH5gqEpi4RZ+fsW!NV=BnQ3ilG;0}UZq!5( zV&CyQjX6iJK{FG1<^9vUn7dHoJ(%}LL;nNH?w``ub)-+Mf`UTur%#_Q z5W-&Swk}EdUIM=xpK0SklCXg_p0e2-^kb+-Lu3%ds{r_#yGfriyqQGs z0@OWLEdgl*eV9JR)?im4V%AvC#XZWbD}|dDxH9t9D|zsO6Ak^2*7YN35sN@^(go*J zxvA5n`t)$PXeA`{n5ijy6ffIIf#nxFJ0+O|J9aEU+kcsm#XL>KV&0s|0 zme~7lvvszfpUnw$k-<%ICFyhb2rT9jgd`e)*-%PoFO4CHY;Sa)Uwa(@X(igYE`?Cr zqs();!Ffr7P%`Sv2sF4tqA{&HL`0l2kUGJ}Xe&uTgH|kz=nYnN##G4T;Xz++OI=c8 z?N3`Q=9zr~EUZ9^Jzu-cSUcxJ0&Mwe=#-QYaXfvxbPuanar=|vcEh7+y29(Er|!pB zF&B+p#PR|SR&y^<^;Ol>^v%-h-_wivFKrDEN=s8+xNu?k@Z5yhpOKos?f0IPJAQj1 zFKf?R;wxNs^P&E#Mb}GPsYj*AY|HC<3ofg)XYcFVK+h+It_U2R`%(DirDxgqgJsK} z=!zyO9^fpfmv|Q0^wBsGKK$#kV8XL8@~jSuj_U_|)lV+;vm0D0?`T>#SQ;1@lm#8X z7i1hLcM>fPRq&xyLd8(9o%;U$oX69rtLI>e(YK*-MS1xkycsU#@_B;`eK^6GVp~>c zA4>=cIfnYxJp_^&C*&&9Tn`!v>b-Q;Nu2naHtTq%88NqKk`z!z_bp;1PRqcf~Uf9v-E$X9LSy z^G=+a0|@^R1pbIA&*m>rIlI=H9M9SJ+1u=)EqT|BpUrupbr6O652lgUT=M!a!pYx` z^p+{*8}AM3M};r1fAi%!W%)n6AvK3>{t|}&WdM7px#X-*P|#Lvz2p7M<`%8ptDRDw zx}2+*9MD{5ga}thw|;$eKtNvSTVO+^wapou|CQ9=+#eo=LF72ISmKE1>R&AO*h> z*`67lVLrp3O&!YvCFg#r-jz~x0$Ov9BRF?MaN`6aTjx${l782wsWt%*UtgZ{_op0l zArB?N_r-&rSVDS0>xjk!BO=iRCBrfolbwGoNiZT02?3iR32)(x9B4g|et6k6asvYo z6DE_{VfZvLVU3K8?1@4X4_#+@~)dq}IP90yzHhk6w-6bBaO}dWbF0dE(roG36(nz=uh5b&B%{S$%3Hb%lRk0L{KDKy zaHepF#ie~;=Hcnt1tMC`$|@x;cg7ZLO~SpYzZ!IH6rQwkKx6yd*)vz`6sY3tM4dZd zo0yoWq@mFxc6{z0`c63O2G`cAAr%(btEYnWl81I+f5;zy%I8Aq_xrkMutN}^JLPru z?YNv;dPdJTl;me3+m7t_cbZ8jYZ3uTYritXCNiy@oUC(wMKy2Qhu|Q*!R;+H?}X0R z4$>A0vd#iMO~jRuF*R7EBqtYO{zXt64dZ*?edr&Hj)^(dpEdN5uwKO7D}--`p`QqA z{;tlrSK~nMMQ2_*4hORk1EX5j)tAJfQCVG`nq~s&jVy?1^tn}n!Sr~P*L+~^X75mn ztk4ZV@p_eG0LxVK;$@4jlg{`y5auWnf|D_ zxGH3&P?%lMfDE~kaf-74l7WG|u|sS|i^XGsg7jt%x)qV5_taGGFCdWCxoS(^-9S{A zWc2sGy9C2FQHCpPYB(f_Ks7VwG^>)FoNW934*TXfI%nT3POZ?8umfsGuQP6LK=UuE z`W3h!V!1{e+aI(j>|&oi-4INOS>|Zv+@Peb!?+O+!yD~M;AE6EH61<;!mL0V7OeyJ z+M#~tgpK)-zw9CZ;?67N;FQbnUhO>N87j7=*@81+BMxvg|E#Z7t^RvWElo`(m33Tr zqQrk4oVOp)6w}*_)EKCg9j5s{SZQT)C2jA%ye$d*1JC|KdPBG({Yt~zOdl$PB*Qk$k5Y|w4U6uXT_Q2OYim8@^E?wt*BrV`PafmPGr*XPQiEGiF0 znHzw3nLLu*d@#q;K%en?9l zfer&--i5fH4n^-b(t}qIO8(rvayP}|7{&@UTQnj;coC-3<4EA6A6}(@8&Bua^VxbI zYcEQ;YwdEA;8PE913*a(f$qB%a5lh%Fmz8S=-@7klw@Q&R_6yS|H-}O9!l~=3iLj z9e8ZjNWS=lO>Pxn2f(CH1 zm0A+=4_gXF)+NaFdj!cU!}|U4ZS9dwzDO*X+}fAtT{A2?*G{L03WjX$Wp-;1*~R~< zs7OIqHxz-1xa3zdA51IwTO9`0*6m9ovEmWODRh_Hw^U&YBoBsom?`>4DgE*ol4lWb z<|$@3cE(>CR$q0sGo{tv1fuP!wXIFEY$>~{Q`>Vr0ueqwVHdB<(u&_9?Hxjb53!Y? zkwU#b1#^SFZeV1jc=YIX6lA21dz80@pa-KqU+UpC6;Z!kz`%0m7O#a+A%mKmowNsB-^zo zG5f2x@OfTV2FlwF^E^M3_FG8Kk^=Q+*ULjMksis?;P-oaAE!V&W3jG-XU_mFO68P5}L%&`~&QVTwt&%KDiH(&H?#i~{R7^qQxZ&|Gw4kwv5oQq|%lTNd;?sUs; zlJXDo?Qoj)79;LCa*0yIxtE2(T&F-3IXDd^f>G{rnA(=pFIf=ewZ!x3(}lRWv(&knO{z$f#j) zl&pQhJNG5!z?wg+I+rxxF9EA8cPnVw;rnUa1B zDm!9Aij5s|H2pjVBL!-;6w{%}ieEIl@=s_%amSx0Pn=->afi2`zAN-i?UPIemA}!0 z%|ib$l0IM>=;`PVXd?WHxzev#)VgZiqgGT&|BQZYZJVU#*Es%)MFy=+ZKgvUyD13@ z7xIqj>qjnIF3bBu{QVIst(T^urtF2U+cJ{?c{GiKkX%;4AUAaf%yHJXcp#FQO5x;~@7(?7WMBFWb2XxjmA4V&`Z@B_;j7sq{hDDfVPdn=9#s z*{z>zc^!wpcQg$h9WRV87L9!WY4oCD-~Ds~$q(G8(xGu{|1!pnyyAjfa+A{9a+@MN zoP1`VoQhupRrIBASba|Ghz!t1a18>`pJMHjH_toktZSSY+(&^V42-495p#*L`q z1G1@yO*@7q^|v%>EK?V=%(UP!%fYgKftj4IgIa-FTroUGBR_QQ68Wv)X&l*!6EISD z4ey%2u9ZIQN0Yzbj}(e9Sp>}i`TVYxX}PC4BRL=Th^nqvjM&lgAt$#>abl~{8~2a} zvUTBO77E%SzjIt~?(c0Hu$`ReKnorhW7{|0uIR5857$nTZKi;TY1Ai$9TLm9cNWi1 zufP0IP<*}5J@pY)U=GPRsj7nOyvk~7-QrV8sVTz+UXy{_*~?eC+f9(l_x)CI{CTYS zq)@$uYG->Ww+MH3Wu0bdbZzV{Z?OjkDR^c~U|<7tB2R7E`rfa9`8|szRd${+#-41Q ziP!x*8w#y0E&Zc|x4GF*I}EP;DR}0bkB#gQS8VjYZH|nLjEcdG;-d{~si);38ivJ^ zoO$B&qeA<6E8p_3OP-jhl$2}^CI!-M>lY&^rhU6^G?=R7#KwKpv~)}zs?)fxz9T9w zD#~C;^9!Q^V+DJ(8yHj>&OAIY;xwA~d{W60TfGV6w0c|bp0n0cLf?;7B3^q7JH<`0 zIz^{)%JQnDr)Hh03%$qtU`9mrY5dg0)RU-fbw07_``Xr?BYS{X9MXdl2q|K`0nvgz zCkKCVvd(K7VzlZkbEYj=xz0+e?^%Sz%Jd z0^}G~Qf3*HG;Ii}L?%Z+g@U^U+?m{hf@fG9h9Bp9P&cph7iY?Hc4Jhcuo@(>!d?nS_gLp)V5Q>kkR&@Jl(v{BL0@`K5k4}H+tzrNp#ZBzkA zZ;~}|qT%v;ros;&F2x_krQmgd7t%`t+9+T$lEu?xO0XgcT^(Lv3FF0oh~Y~|Z{1o% zXib3FQt0x%A{^9%JJ05`^odgie9WZ^-VBVq3HSxt`x?d3pC8 zvVNP52~UnkD-!=bO3v=Iy2dL-JW(+*6|h~!-dNzbpL&ojRwuU#J^p*mgn8r3k-p6S zlr&8nn{>ac-q1d7%L0b{!*<$#>mrp!ObHw3ytY-W|mxfBOyJ4`^8( zh9kNQk_V>zb_$+NR_7i9gH=lR%vN)qJ^fTCM;`6t@dRMpnLRYo>(cu&x~UnD8np;=-_HJ* z*B_~Y%lIV5pfqz1I+XbR|COl!6rp)OcG9fQ{l6Ig5KOVf5is-Lahd@C8X7UzuF(*N z39q-2ADr)$mC57r973A3MsK&zNnR8){y$5V{|s71?7H9vJWTz61VsN^C=@p~{<@go zDc|1V^yE##?%}oh5d>UH$=YrasjB@_?n${Ox%=%?4m-{M>X($2@nRdFm~7e9Z2syP z`LNi1fEKguP0qpdDsSCg$(VBW88hSfBNPHOuH4jm>@DM;wb%w1C~JR?4vW{EW?bv_ z_woYG&YG~f;3eZV&kOKOe)k5W@)XxGma39{w+eHMt!e!)X z{?(;{v8qF2|BdNm8^aE!YqT~FUNk;m^!~)GA4{Q%qr;3u<>TJZRrMRqm%b#o5^x=; zLnl*bH;2=Q_==fG0CvO5{ep$3U207iXd4G8&lu0_ccY=+)B#t@abgv7_lOrhq|nUjX+{3U9-FxioZtM1*m z&k|PnZanhPB7=>5l2RhE8pe{DcBdI}h_%GOOFA1GY`bHL6VI1-&XQt5vq1Hd$8z2@ zF=7_*$FsjZ@Wk4p9D_{;N>j=&4-Gh-EBZm5HRp#nCF)E67jVqLS-mpNmPhR(p>N7IIrh^p8I{a z=l$c|-oM^+JFn}$?(@{}`+kpOt$polU;A2twa{xUNS1`=0<&=csom)9^`93JduGpx z*8J+L1=s$B{qe9o)cEgFchARIQT$cwBJ=+mCcVqX_~jy#F+Z5|%0q^IQK+NGb+Wi8 zWpbcyN@CNyuX|4!w>D4X|A}ku@*n9y&SRe;!e(65qtr)ARS% zyP1hh>RKMUd3MvBl#`tn*2m19Us&Y*x?)@NJ5SThnUI!LoLsl+e^czUcWBcrUaQX$ zpO~4t0P|Q>H7CWO_8RF4d`-^nf1B_3Tvz=suxIX1R@(S~Ms*f` zuR|2@!V+ZylO3-vHY1EWs7c#DC*-R5hHzEE@U8z3DDKAQcK2siWn4AE2$4F^;)yLNS${DK+N{f7^q!$a5& zD?4Eu1qmib5pbKCMH;26yY^20162xJ{xY^INnfmZv2NmjV=MQG;sy(FU9K%7${q@#`m+f&V$VXzm z>e7Eed5pJEz<6kHvzR~SMtnu(z3;VmeNcXg-y+!He`BKl?*!(r{{yG>ztZsk50o*6 z2k*uX8!-RXrp=3L8W)=WKd3maJUiV*=k@I!+5e+uX?6@opTCFvFOAUu2W|$)x8O(f zp~6i`GWIcQ;rtz^`@jG9fBT1i;X)R)#pP}9hOF|G#Ci+o#-Z=u-;N6p@iFrEG1_(S zfB*0Q_7BVIw6g?NPq_I)yLs-v2+na#(TwB9bqoFroeln%Ydibj0Gb@kj`-`p6KK|Q zxxZ*;Xr5cQ?Caoh)27BuP)n&^`+kK{*I8GF#M5Iwmz317|GV1-qTA2Q?=HV9CGA+Cr$XoZ@TH{hL(nOGggtHZzcAc*t5_Hse#pU=Bd zCT%=+S(5tLMNwN_v8M~g)-j#_XYLnW>D)Pd2_pyWa?i7d zoG5JhYsi4jkE>ZaFDd$UC$G)zv}hSrj9A=)dNMq58cXp%KOBQjr>FS&f<#;7Fib^bHw%sB(! ze$-I!Ugw!KN&h^ z%_qOV6@_Y!x&^)$=AtsC7+#Kg2_@kST7EAFJpAX(8Lg3{Mx9Sc$nCZ$Sz}<+@#fvO z7d16CA2c_HIEL!y=G!jYau4o;Ka}zF(C^}AW1s7HN#9~#QRnuT&SC@#|Kq#}pFjPX zXdk3wp&gM~eZ8WK(25+eUwBTfr7}p&+r_>2Y@4~QfN#xIuztqt#7_5b-dO*BOSdtB z;jJBe1oy{dJV#_qvhn$t7&Guup3sls6~2H+n5$R1sI}pcU|O)2EESV*LUSnQHtBQ= z>q?OnjlDE~x3BuM*M~tFF?%VRp~CZAkPWZaPU{d2 zY=B0a#pvz6SHC}~3~P4H|55XuS+yL%nrQk$YEJsD+CO{oFg$b-xY7z;_s6g#vefL$ zPSd{kR}4(tc*^pD@Ss8yFt}@nw+^$tc<(&GvEvrmj+kP!uIIKd*0&K*AkKA}d*UCB z)^O4?l8$`>j-ZPf%8_YEI)C|cKK;3KcPj497a|0h9FwWhCR`)WBg2>O60V8^JHqc0*>LO=TeiPq^J^$`TSh#=ej9NfDUZEm&y2IXOS0YGEsV-xnS})xE`H zq>YF2Tr=g*jagS$l6d)qy|PT)$SC!;Yf>RdxIk=P=(`FDTmxnim(VeM7u29t564r& z;|m|0{9!jg#0kqsdWL&7y-SS?bD1A{eP>fe*5RX2RK;H5mZ9sk!}h>t>}Y zaOjH94?>{WlYZWKzdt(qGNNL!KITR4zL-b)tNGJ(_=N2bz5R2v=@mU^MDgG;iCKa7 z0Mll^iN78lDlZOe3D)+2xSVb8c$!f=Zzhbl3QI-@2bCY`Wp)|^^CPEA1~x42qtN!> z{b9^kiV;6%EoR5#UgN$V6Fs`B>mL;!reX8VzE*nS5@6|p&yp-QR z7Z`Y2>^k}%j8C+Q_hN_TjczMft{i3FV0m(tNn^PI8%7+EuH_-ZLr`}{2vcUBv6((+ z&K&Km)td-iTgwwN{~StbvckVi1U~d}f(l*nYLI~9dxhs9IK27q%@nL?Pl^N2fG`8H zQw92Ti5PbVrNZ}6gXe4Ng5Nzau8O~LW6sSF>vp&B1%q+vq|yA!TKDd$qpOq7y@6BZsQkq=HVQ;)$m#F63a1R=#}XxNG?LKYu}cbbGo zZzN_a$364r3bLIrFJ$mS6@U~FrM8&y!9})D^Jk^eldMqs!OA@oONlNr>^$`}Y*tzaKg`edQewV%a6X1+{;i&HO_geH|U0wEYtvmk6 zBQ>SrNZs#{*-PH?kokUSe};Z5dnP4BCAgE8QEJ+wofN|a!pwy4@w1ncQ2%?FRDRVR z1*(08U;kOOrQdrO)&&yhFN^<;dbB)ek>9)YL$)VUK6F~7=%Dda)DWvyt@_hLYUQGaf>FpHxv(C8RgQnGI&t|$ZfUtt_z}})6|Hf=s7q-6xW<BA?rr?)(}v zZ0=P{jG99N@ADe4hq3+R+0}ZH;+d3Q856^A-n+L@=zcvJ)%!s%Tz#V%rPZG=`)t1> zg<5{mdehTG>6yCj->%&taUu*HgO}@oKJ^!;+St4zYMF8N_{Jk*2LLaF62+S| zCF5YE-$uQJa_gC`&+mPg9d%U|d%J|*Cbd0980^H%Uv>BV3zsh&W~fwu+R>?3M5YUu za#^T8qN{VqhuoM*)Kv_cx@y%wjD#4X#MzWMPDxHI&~l5mY#EUe#Rz%!v9%dJU4bbX zDlQ_Oum5)X(1gYxSwE6y^L31z>!&olzHBq7>xw)R_dM-=$B(Z9Z&3=^Ey zq52sWwMV&gPq3#rith@)BmrW>7nOJK(PB-tu&_9KqhnC|Fq77lrUiBE6nsX1=NWT5 z&j?YjnB`4ne5Ib4w5kPAG%=r*8?`pbd7csAm*NxQ%pYBbG;i~a>mx>thzbl0>|)ZR zQ{S;}6pl-THJppFZ_R{}0{B7&^axl?}CH3A*! zDk{G%q)_7rjgQYEcpXlYa$r-F=wh9VkJsbqj7+J2=JC`|s?ERuK_c^vpRMdDOiZ;# zkAB-!zRc7BPuJmCNhNGS6%|%k;Zd8EQukTDno)l%(@sAtaRPjXdB($JKwL>m%a0Tr z0@q|V$q}+g5ZZEU1f-6_V{Luo&znczy?f_+xhVV#t_*rYB2$lMIb!aOFB7=-5dg0=wRkL^T zF!{^sy+!Pv(LWPkiYFKs-6OK}50Gd%=3#N!OAUP|s4`OftRnKC(U*m#`&=~GZ-G&B zkq&)>BB|Ou_6#FR;>Cuac*%u5yjv&f5uS8WfUKkZsP#-<-RRSG3<}toK2|1wB5JKh z{*KMXJm@9=F+jppeYe6p8^@4$2p&exANad=@7~VU9<6^pN?5=+=9fv>=-;wpzeNcK z+9S7{#T<_)|B`rJ?b5x571y@auC4~8AH}@3n%w7V z!ibmw$ijfPTw?3nuunfDD!S#**$I2`W#9Jht4d0*C+Mrz<57QvskI}fO+}qbxbB9G zwvV7AYKSP*=9rOw(l02FsdMJ!=`T_(cGQ$vIr&T0G$Ykf!t!0b!!3M+xK$adTmE6L z;NLfa&DGKOtM5D;TlJtz$wbqJNM3P?eM-aZ5liae+}y;KB>0|ue;K!PP2>}c*00`X zTYnW6@hIifF})@cfBITjucF8ZZW;G`YvZp?DS~Nqq0_ojC#g)sfPwt=j|Uu5A&RcP zRTStJEJUR1!9Iy~4^!@1u4u?^ZL-}L8R;zilb$A6n%^$=*0Sn*^3tW}$u+IlY73la z_xadT_pVg+U99T&Sk2NA))>W%s(z z-j$`EjtigE)=*CEoTN!m>LHQXo)}vne}6flHYYDHgWMtYs`UNXpDY8BVgx(B!MuaMhLZh<4xMCTPp)G}S;;ZuO^P$l z?eF=cWnliJOa<-a&l;mfb!XRz_yKS0w!bs*L|XgFNRi7pkvy^%FPe*sQu>Y>HR?)Y z;sXw;lmxr4%HO{iKN%7;$H#N++VQ}kH?=K8>h89TPW*7ixefcKLI|||)YT zJv-p=;htoQ?OanyDx2UGsFunx-OtG;=cm7a-{^56^lRg7uBMxto8HnNjUzsPJs;>+ zdv5`Ab32Jx{fv!!ryBR&g2Tfa)pj_D;JM+9ypd6bHVp5ltyQH@t0>w0x4dW94zgJ9 zwpO=UeZO_V`Jk#;4jmJG_!=$B)+Ny8X+hI#&9p@w+)KT`CLD$@Us2T%E2YBy3MfF=b|0^6F9>8X1JE z*_GjtljQC;40lM|xmV%Br&eBGZs+LOeDmG{-wtEF8CFmXFi*Rf7(Mij{j6C|h&Xcc z^Mfokwns)P+Sg|&EKUN`%_!`jXTU{YCKz2olPar6nE=4sjec=nqDbVsq#ty{O8IJl3VJ$uOS zsm~_NU`q|x*utA0YDVGdSlLAG+2i*k|8g-gAlmAvue8a?LfXhi+x}`}O_F^=#7F<_ z+og=ccP!A!6r17Fwq5+^A6_(uNIS1y9sW0&{)5u)hqpX`boYBV`cG|b(B;dzpb&|~ z;ntddHdCk0J(`jp(CA(1QuF(_ISKvE!?;VO)-IbZ=FI8N=aJ=2tEi~N&=Pr*;%j>6 zfz6T)~ubJ){6`8_EOC(qS$X^_v85ep`Z9nyD`7imwoBG^#kjz#_>y; zZXVsJw3&(8-!eEgvLMJWAwi!s{i&oxt1^Ra4l0>zi9!yvx3QD?(2r@k7;H_Tz^^|A)T$Z<`0V z&@&6C;Y6!_!2>qiuUx4;Yt}41s=mKJ zsV6uJ4gTYhV@AHyvvYd|1%*#Peq@DuOZFT;-m!oG{wlqCEk@hn?@`y-Xkl%= zyQdZSu_FOVq33WJ>iaaV#u_*(E!&G)UY)0QxTw_>ox$0cV!VjEJ*aDkS##zr#`J5= zh7C&&<_DVRne0Trt!lJJLM0u@t6ws_CyvBBDb)FhPJjsYN^^3-yUNspZH-BH=cXmIYb7d zkR=tvbaXP1PQ_ln9KofPl3?{H?d|Q2V`IX`WLY;BltqnRuf-4eJNJ*9T=LTIt+Hc( zQWQ9^UadHB;>4!E@4Lv0cE*3S03NqCS81TVQAlu5!0ZL%=01{22KD`mjk+JX|B`)* zN_0qe5HbAbEq%t)C!VgB-OiRSX_tRer=`Al(HXaQiF#K%Ji&3*=}3B8%%|EcT$F0X ziAHM|rROZoro&xK*_$s~q*hW=f(PE>pHvGm7cT6ETu7_6zvv(pUc9Ec!4n7l9vuRt zA*uq79__ur(J}Vq$u{A|dhE*pK4~x&<`h{12@{ChyV;NfaSXYr7_L?&>=Rh{*l!HC z6s54m!9Rr=331RF@9^g;4>~Z#3(G0H>C?9p0+~$bThoc^bf&IpU~IyZLcWhP=*`Ht zWh^uIa_iTxkEdR!2w+YjjvFsx1mL-P9vzy^LY3g0rls;@oUHUfDp_nQCC z&-=@}(bLyY<55XTFy>gZcCGTx%;t}&)j>>pq(6Qf5|EO7`PSCPzr*lhTg%nEQBYq9 zJ-r)p&s=MtGeuC8sjmr3yA&fQX~ty35v8tG1q<~rvzRtb5p6>b#;20&W4AFUv}ej` z{$}Z=2svzqZ*keB?W2IJv%9-|n>KAW26BB#S0vcijV2Ytjz&ev#f-9aWi5}ml^kptGSC{;Ai8r+ z15En#=n=$VdHVC`im(`Id_*DvseZagvgh3x(~Yqu<7P28xvU(fJ=KCwT=eUgB4wSC zk&*h4AssLf9?B}^xku@J0HoTIjB;|68X6kbtXY#vm%_Ae>caMqf|6Uid|UIUY`Vx- z3@ckf1oi72;bYfsW~m5AIf{tuBiO;XXl+e#(!#RcxQZl ze$3d{JGCm^W;l&3YSpZ3bD7Y~@f9z1Zm`JN&dZlSmRWFm#$Y9{g~^+@6PSd1V)=_K zHED4L%wx^m+y-HAcZGGXMx#fMx3%pA54)t|Q@1Y3H)mRGUR0@~=OoeWJbBzw{0zF8 zTUf+ixX}3aSC+5gm{-?#y1TiVVYsKh1YO`Kew?(kC*&jNn*?SCigH@EtQ|)O0LbHe z^Y*R&QhS%2H)Gp-CP3>^#D)#dH5uRq)*G+cSv&;)Qr!Cep=-AJ5STc!qGz!!lj?@g zdq=Ly*%o~3z9FSG{L}J72M!2^)EVq6DQItot3=tyJBEpgiB7JrZO4rp7j^XLwHnE* zg>lfnq7ohd>o6>+IXMj}hIY__3m1kSJ9g|1eStu_AqkZB%rEQO&77GI;;Slo)|(ft zK5SS=YON(dY-Y~va_Q0~2dpX01|#oe?9@jEqsqiaBUCUWF#*k+Q{;8FD|&f z*Kx?^LrsjwragJGYfBrDA>+c`h;a|O;`%Jfg6D|iUOd%k*)-locTa^22@Wx?u1bpa zsMLcKfT@O&zRv)iDnjSC*DZe%d?$WMk8q&r#r|`@55xBL&eZcl7hiE0H-+&{v*pW zM{w$RtKPb8<+OTJoKZ^F&gOftN`&ND^7GK1J*jyk)xT`v*Wpn1)I5LTLS%GwguwX3 z0}x@*rAs=nZnckV8e;7-Yu`&!dC)9@OV!C4J5JP1(2EZ9=4t5ZDRuAOT|8l$OK*$` zEufyco8=<}F4l;2;=Pm~BUJ4G7FG`_$*&>4s*^-J$e-}>dXMeFc7}3)7&IUdwKMPO+amH-v1So}Jxk_+bTR=LC*Ed9r`?*4aZ2 zz?DehAl-4(rrJ*T42BMsr~Kahr%YLVBg$-ZjmTHVg?06AFVA#bxoTD9(W6=SUOF^= zEQ^^nM4wIprayqTHN>#+a{Tj0kNkMM)>EO@?>{$SnVZPCL1hoWGFFp4^SSU=$9*<>qH($Gl<^wAY<-m=9R z?W>%kVj#yHU>oz#KVc&90#kTlnV>*%10Q`|H@@XHn7EH>rhb1tk6AiHho*xm`yI*> z(bSDqfl}vY?Gl9{rY($wRGtKW(O4^#KBrBy?dvV z5qPJ|R^e~rylPcPs=w`qtI293Mvm0Sf9A$UoVLX$Jv1amku~$qD^~1+pnqj>e(dH- zNp`epCd@S{6c5$`WiDNg*!B1isI!_dp{=T_ssI*g)%1wk10vttSk+rnG+>~SkqRwa zLJwfsoNRM=+eo{k`9*X(#8)po%UmmMSkI&-tDLt7!>F}eS$MAx z(6UYD+B&*fZ@zj{%Tw9Jmp*<}F@IrI_Z~gkxwyFSV8`~R%OGifP{7vuS5yURI%^jzNw`Z6HiQNlD(c# zkwU>Gvg(sN`Ii?7n-BsieT?2~sQj5I0Kmi&h$SmB$KfA9SkAM)+5((5x3ZGu3R!r1 zj>JPu+#l-R{OX0EagXtqMr%GvAj=qhXDVtgD)DFWVe5ONx)-Ki&Jj7 zW^*Q;xB>F=@`A?U1({RJvZP!4Q%~A$vYBh2?)J+*BrBoQ?+0Tr|0L^q{r>r9SnnPw zuGz;%w?X?V^|3G$t0oC4X8(fdUIT5fQQJgT$uI1=_weEN?5Ij~&kwITJdtk<@f-lk zQ|Fp9uc5T_S$7f-H=|8kg;Xfcwbdn4RY$LrDJUq=8!=+Z`VOypWmD|F*<^Y>9Q4dl z*v^8#jj>;sKiGETcYtfJ-6{S1Y&Kyzpj3iGC?lf!>2e-M;7WOdTO@TR7{Yww#CA|d z+6uN~1HMOlRyT=!+9rT#N=uEd;MkZ=Sn8bY`Er`5067}qZl{8sys^OBw@3T$ z*dbdey&`)>h^2;{efG0w0jEz70OA}@uCkXu2XZ~OrT56cp`X@YZ|-(`#g|8se6`Y- z_g}*lDWFn;CTkl1uG&}tS=80+AAh0$7(D#IlmYMaaqu3Xt*tHowIr3JAQOAF>1JP3 z9|bnYDNr(-r8nvJ>nC;Q%$f3qIj2%rm|G}$$4zqXa-=dvamwkv!NGW!O|rF(pfO&? zsY_gz-IpN^bw2anNt*lj?lrfxq(-CRZwr+aXT0fG4(GXyYIOud?r0R0nE4M3USa(t z>DH|r46Yu%dv^rp;O>^{Kx$8Onj0HRpZDQtg8Znjg=H4E(GE7}?$yVHp;NPl%$>Yh zBMuH@#*hQ$efUSv_Eu~-{qp07HGC8MLM`~Qr|>?=gV$Jmh0>ecu7OI*Gl;!n2WO6$8d?`Mr~0kd8IfW4GQ0 zoto^oEV=i^gUiR}&V&4#ZaB{~7Mk%6_nadnz6sEM-I6UdJ5OJ*K$S*ng0HWfWRiCG znQPbTGa&r}demWCNZ@1tDmPRJ!R+O-Rcc=0zyUNv(%uM5IAhayMVtqH}a*sBVt+!Y1`e3ahw1oC;0 zCU1x&*`|p@4(tsGkfoU)2^e!<=IS~DwjFbiDTIyk+f>AF-@kuJ)BVjga=)^2F5F&7 z*~f*iU%ouaRVL*0RlfV)gcoomS+Oj3#KCVII~K28|I_leHForYDW@T$ ztZ++kS{4nM7cT+yEGyQnShE}F48)Bc-x*1I4pBxJ#iI?HWNFFHD2$mW&@9Vjb;9oF>L_Xhaa-x!IRB2A zaZWS5Sllj(Bb8xKpFIl+7IIHZOPgsdC+VoHY#g-3$k-UG5ft$Ql$9glkhoPM2H{`X zMLCiXsQmgD#csz8mo4uwZQjT9BUC}eh7B7Yap7w!IAKdxt(uD6pjOMM3VT>QJb`eb?eN-}|yi~XRkz$ycc^NtqD z3r_OxNE=m7k|l0#lVHbB(`kP}p*cC$ZVv~?>6d9Bp&X+l<;P#wArBCHJCq~$sCiAf z)H%d5)E2J+jK}^?OnID=NvfcveS2bCbHhkBub&|9S%|=2QZj)^a)uQi+o9obJDe)= z4-PdeSJ%~6ZF`oP8MH9P=h<^rvJ`fMF{FoAKQcM_Z{}%p6U2SvO>;J1vM5U|9%iGY zSd+9;=Sa@Z+T6q;M=B%QNk}&~Mb(3YA1-Dj^fc`^J6M#54<10-bO9m-lMx?%_;8Gh z=8critZi$^)t)O1?t}H{i+=4-eZ36DEjl z&q*Nc!3U;n%;};$+Q=w}n(A=sQ?)Y7>k4;%J&X=6V^xQ^3e>3=pFt`O9y#&=KT}Af zXm?ve=boaroq+=PlX)#i)Avfv&-aI5GAS}JTkG!b3(CfEv>(i@#`$hT#*G~-k}v%7 zWX;ZqeY9XphL0F=3Ohlb{HeIO`(0;`t=nM=log=|iRVdDA{v@F`iV1WEr{LPmX=+W zl+1YIC&3&q`1x;Q=Q%n~}64GZhYuK1(W^~+gJA-24+-QmZ?#_GY6 z7{b6yS`}`Xj_#wz6(ys0%7Hn#f!};+e252gGALL;x~5?6x)-Gkl>k7TTN_3^D>b?oJbASK~B!e zf7Ps6U6o%iOyu&Hv1n-)pPa{_b=YQth>1AIVh275Ka``mpIU1~2Geb_#K0XX^khp* ze*J+74mPlaeDs>R)Z9Alo01|QFX68Te-DZ4Yi#_IEF*T2Th1EVWIua$F8atxI*0ZJ z1+^2O0k!JmmoN7*k3CgfEnW|!w_YBK&!V8x0h}LL}^A&dNaTZ8v>eua(+&spy)5<n-q+V^ z<^(9jq9OFRCsT$9)#BcekoJwoO|O{*GI=6C0SlNYY&0N7ZAC3$2z2ufL* zabOQkD)hMHzS$@tCu!}=4e2s4IDVt!I@L^_jZF@qgU2sk>_x~oH-%GP#$&Q+e}Ozk zU=+6g(q`P5)9mh=PMUrD?%fL-sA6$%9QDZ_8?BQ|vkpd5)A}s~Sx)Er{(O5a2r0J( z2SlIxcmY+&=S=+|IttqHT>49%0TF{&gmvKSwRqlpA1@g}mrkTEmh9TmAQdKAtwv)ii~m+u#(uZjeQF{3)X|C6)(k62nFhjm`| zf+_;fA%BWHG>JaqP3a9dc<-Kxzyl)eY_7llkwTord>Y4P4ULVffA5;tmxRSLrO7<4 z@)iSC_eDf>LZ~>CY#_F3EL_+ZFP+X3 zrka#RzInWS?8nWgCw(mChS+Skv3zxLE@^I@$B*#HLlK*;&QH?R0M-NKW&8&J70-z9 zO12&}di3GP1zi8Z&J_D##s=1X4zI7P%Yn^(oSuI2#P)A4x7HL%ix(qM8qx41*Wzl* z*ZkRzx4(NYtO7*507`$ObYa`p6j~Z$i+o05FLOuP?wM;>-i42Q0bo1F(FLzFXJSWv zGI!p*8IvZ-33$wP6vvZbKR{Dcu3+LUce7!-y2~agv^)(B4?jcho`FFqeUmZt%tg)x zrUsWCzo>_*90_D6Cg*k|2)Dwhbn#W!E=O|ITUytauQ2ao(h;JFg!+jvD{0wQEnH)q zX&Z`8K2#QN$APpVOU~25T1HdkO65%ov-ZDjtNJMtP4q^Ne2B)$p|2mAH$62~0;4T7 z5ql`$@%!wln%VyT9aK9Cw-EpULjwTbRK%Gb6~rhXbW-VcE-l`1J(5lPAhHwWpU{h+Q+Do z?%mll4kNmG{PP|$qt1qq*LhzFgmKM*1B)Sn^x%Ivo4q~Aru2j16`!--@WBHbhr$V;E`(FGJ^VP zX=x45|CLl|!nWFF_TEB%ffV4!?C0l=pCbYiKit1^N*usJuLslj*|xVk8kNCSFGJ+sg`5Op&uYoIZxM042$l zD^mA#1y?~=mCqw55nLzyS3irUoq*BiWyrRIp`k@opC>5>k+Mn-6if*iGW`azD z*{XP9ODDP$YHDgW(I$PUdmFMI`!+XFq6INf1liNdH&s3H2qpzYEz_M1-6}XdIrp>V~%2c zM`J>OImio%vGcNJLAv+q;tK8v#Ypeoz5m_>uq`c`!tqief{O+Ok8|b6q}e%V>81SJ z0}KnZB1qD7Sj#ESes=-0LO%!Xwun*m^~Vz}g#4_dbdLr9r3E18T`@RdDi1dL#DSvc zvUThYsx#5IbUr%ebZ6rFb`n2Vtmx;@FbrW*Y5N`@C1^fsW+bQXNxzi-ewc|-i2gLM@_0RjDVbvseL z1n=4&IU|cSD;jvP-&$FY8QRRgX#Lihj(W0^PVnO zsnQTvEvxUoW#Kjcl}gW^`fvBy7CbMNzIfC)TO9C`-{(3J-<@E1`T2XV7gB3xwZkoa zXehiZ?-;)SKFLk-ljDiI&=8{K19ONZ&)-IC2gytR$53r;OP=T4f`lZm#TXbOPLY0B z`MUi3?-vy4=xCflxBhE#FrMTWa0V;e9Q;zfE07O}(2f%4mRJ37ab{Ii1`SG1&Gv?d z29KGWo6A&J4<_ligS}WeZF91&J%Q>tr8iiE11+l3(Ou-ldoMKIseXTYttMjenn)*PTV{ z67}HB64|#InrFOdfW^hdDY0}`sjq1O83_$Y-knd9R20lk9v;~`U+8G>fNgQltet#r zRvdaF(Ke|3{(7hgJe(mQc-u;ymR1mX&F4zr`ma4uiy?4S5tY;DLU4C3%^})BbG|)& z{J1?#dgG^}KPG)>mb@rC^|fWFYsXv|toP#+b$MJ)W zYFFrLn%zQ!)@6{~7OM%gqhzI*xHR-pQ|m+|usJcdC+%vHwUUy?h>#>HH%A5-CT1QG zw4tRTo|}PC##_F*yUlQB0U*OaIL2-eRvG?`ig4}C?CpC1_A)6Ci@tu94KUwMM(?mo z168;*rLIlFEfxtPmit7U^fyV_Qr)(tr3Gn#RHe>b9oNjaXcmPz4PbJ9gpgRXqgH=>wVp~&bkzE&<2W*`yh!QY2rqGIaa4>%h97pcQaXM zV1-YYHn~2v#?hFc&-yZ~NNu2iA{1Gjka*#n1TRPs0MMt|3l1w|gLy8APconu0 zX7lIw#=Tu=2T*Z6y_aR*&GGKmkux>(0tli2rtRRf7znE}I7wy>2VyyU<=E1Sib$Rj zBClhnzI}=8^sN1N`Bdy!Bu{7)p;=lej1k1ao~=BgyWp1O+^i=ZVp%RUKGsfefHf82 zot3K*Ia5THmw)bdpVomn7@X|O&awzj&;5*yz-N=UZXE-^qpYNq>gKR;VK}j2<-5f8 z$VSs?=!H=O-sipnrJ_bG?~E!*W&?8?deGAmFg$t>pP3$4O#aOR#r=bSiN~v=B81PJ zh>!snF7KxBSy_By_ShB@eMz%jy^e2)l2RWhs?d|mghbk18mIjge#_JqH z)wH+jS<;sF+uw~GjQ(lqQeN^d+b46pqB+qb_`?)aG4<=;f5)>dWKiNaq#sNl(mdAA zN#vz*!;xeFA|b;@B(0GztmP{6 zn3zsq;`q!c5Wae#hg5uzSq3E-Bb>HTLl$AU{uV-iwan_3DFjDRMa5Au4444bp=8q01BD$5|d*iimPnY4Z7=FN$O zXMK!L`&({TcHjERQQFQVcX0HVktl#@QIx&CHqiRwk;urj^S4mjIWc*}hm3Y? zW_DQ_btG*o;pHzt7IEvKTSK$v&9J*848KfGm!C}n;Vyfe)LwuH;T9*I^1vZ(E&?@t zcqOS+q)sbWhN5LEqVJr6=*7XmCh5?)0(n=OUJ?^W$9Nq$j-Jgtby~D2GFW2PF>%G~ z4$xX{?A#ycy?7z5?2JFlQMONP#5!_D_CrrvU1 zlWSne+IOx`@v864Ic1^6xI6Kzri=pz*K}@Wjc;#Y#M9kn6s%XSUIioEGCR!tnas9r zjawh8(^P5;Dymbm%SxvWc3AqS#i!-l*pG|!WJmBCW|1Zg_N5Vf!o<4+-3JjUG}?Ft z+J^(rjAd{(;t z+DwyCptci&oD{Po!E$^fl7uMNoe;3Vl6L4il|ezm4Z%kYHo!xN(ELN&bfp#C03|4q zFf_in!&~B!hKWgE#LH5dYokoO$84*>N`2^{BRNs0el=B)Ed3Df;7TnMGbgs31P^T3 z9;pz2*9q2IZyue{tEaL#mkf0PbJG!0zLh<)=vsJqxSWE*#nNZ*?NT-m5Upq4E@1S1oc1ldcf|KzSL=4gGiN3x5juLvH)$6| zyQ7H21IGEZGHGBqDTwvu zEho#wA!lMsPDr7f(a>c8clB4k(IXC{DCmgS5Uhrwz^>w)@G#9+uhs$aqX9?5iFhLH za!N}tQKRw?PmUdHFnsu@;^H>w9`X!h@`~M{tT~`gt2(KfC=mYHJ-H1$pFUg6!bt z3rRB!1@~zuFHaoLl{yT$N&ylNsvfIoWbi}1`)=8Q+2T!s%rkWBx3K5fh*T!KYynqA z$fDY{Yd2?b1wajILtsZGq*cjQh;4E|y}Nknl2H2w%i(JJ^ixej{mdZ;Zf&X7qTwaf zN1zK=nNN4$!6Txh3gg!);-Qy&2?V^YQ^oY>)z7j+oNx$s?fYTuFa)9PJUwf+HXb|_ zR&Q`CDXAA7JxS(TalC=HVMLfTa(qwgx-Av&Z(fdh^Dr}YsP)m#Hwx}%@AcKN;yW$&&JrHfDWe z@^95OHjck&9RxXfRS(o1LT+>|`tt1t8GVgv=GZ-C1aVkMS)7++>rh4|uVM4ae>$GudjEWILN+GtU6y#SCVoaaL zpN40m7G80Zg1nSH0U}shhwjwb&FzuS=VXmy#>rOBx?NG5DYzKa|G-E<9}RW?U?`;k z7Tk8^fllDJF|%YmY^k)0+7kgk!1+Sbjrf3RjEm+2ZA-x~a>?gFoj+;}#*I5ZJB7Z~ zcwiu`8u#_h*Bc;q6yWE2Xw9egAWo%IC&FRz6o_m!=4R-wU|hD7BS!5q@k|?fvDa>T z2V%C0KgGv^Wk}=0%Fa$?%d`|iZqh1!6|cNTHHLbivbRr^@>N7E*MIETV*$!Sz`VxO z^PjWv-*}s3QHKF&CZsp~`p^@&EqytVZaa(lRB7JS+@DA=hA@86@O=LM`ud{MhUNqW z5{pTQSFT?VfYRXUCBVi^nB9iLWDJxwq#r_#9B6tkCU|Yef9Jh(^-vU=#jN>kq=;*Y z#O}@^xL-Lau9BrWQQqm7Pb0sB0MHMZ4dh@PMi!x#&TEvQ3;ziqx@IG1l-959v zP#*}KO1w^kRj9(Xwg|{rvw1m29TY?k(a2B`1_W>mSQ{bBpBqmbR7ld%M<_r)Ss_3Z zBXfp^hRFNnA!(#_vm>@&R-*qlxYCK)FDp30H%mt#iWN0Af^@%kHI6rTjx){YqljV@ zv7`{P&<*`WAQyvM;C!-7xSHwnd(~eacM<1<%3a7X!E%%r$Yy&hY_qnty*x1p!5HYX z*u&!A`6u*)b+|y7PHLyod6tjQ?=S6*i#eTeoo`~UD#p(~qo|@Mp?ne`jc!LylBc_? zS;+3)qLo?n?OXk1tFlH)_XpfoMBiF( zFt#AcQ=UZe00?n~@o25=s)E|4+rLUn+YtwtZ|uS^IDw-;?*bn3NuHHsw&uc~beY__ zhxb2xPz6&tBrKNod$%hHSf|}}6>pG_y140x;R1{r)TDRxvg@6p6*+0m_g8~QO(Q`~ zW8}{%@zc`Dq)%6eM^B&bB%{zG`aS)fy}kWO2KZPKXvG^8xYFHyes=Fh3xQ7*I(F=L zV2X0rt~-Hj1_Qp4fDl7FJdqNpVLRMUwe+-U)2KPM6)M-iY{wk1GNZ@Zn#~k9u;XTo zc&@4a7_;~hI zxBH8%{^gI>3RaN2&WC>3PIv6sYhQ<5^|VmnZ7Txq7#ZN}6)S6M0-$nGF;_A?CAr>V zFP*X0uUAVvWfh3K&^glNfi1gDF2`?yE)mmP687M@)klkDeN zmeUV4bo;I{$=y;e8QRb|%$h$dUmB%CgkXx`6Z;gPZwiEb$TE1~d*RkC6(9)niaq|Y z(L)+`UOcCnfz7kuwZ1N_9~IqSK}^z;v}|H)&sBcl0*dlmNDaHTiLW`KfWVqox8ElJ zxEbe`Y#CQ~`w{wXrh&=!rq+)>>mJyrHPs(Erx-LAG~1sOTBzR__0Om5)mGXtiXC zCUuv+ZNG-!U#$iE^Y(2|h&nM^q)$Vcnv)L7wPtGbdBK)(*&V)qu7Ut0^SYpgw5iXE zI1SSd-du7hkJ&Xd1Udl&=-$&Ml3sUPmA0VG_J#B2?E>YEM*vu57PE16#m76fxz=kw zR(`CtC^C^TsVJbu5Eb*h`dmamQ&Tm%Rbpgm$?(HwwfgVGk8DsB?Avk-*if504HdJl-R=4I# zhJVHTVCDYe-_}V>%+B^o>chr@>^(FCD-4dg6)4?i^5;!Tq0P)I$Qwueb3f*xevJ8XNc)3(AaJq->2 zEr&cwk^tEqa3&-<(IO#&#nFi5YP6#UO5h!(753=bRc><#$@xp%7v1=(sw!XiF#>uc zai)htQ^gFz2USz-xpN^b=icz`g_s(7bKSiM-&DlIv_ioYvd!B8MhbpgAP(@pUa_Kw zYLP_;&{`oiQ0F{Nze6e!9Rp&v_3p~paSK5^90~mhCXPbHyoP4y*E4-kH1iwi z4^XoE;Vs(7V5W||XfdAm?#3!GKK*gsjP>|}NHolu(4tMi)PyrrJZ;*vv9z>AOxKkJ zNudzPO)^mW-K?Xlo4Kc-g;234Z?1|fh^lKgfQ%G#n812qsH>MJ_gXZarld2oaG!%s z@#nE7)a#y(a7sQqonu4;Y&mJa@_c zvrC2-T+4?=f&MI~9WYu@wm?dWboN(LZTIKTsHnvxV)TGEzgG!uGir+QKL3ciMZl!Q zL`%vVDhzpop{v=sp&p~O)QVu-#0W%Cq3^O2#ac}j6K8h2uho?4j7WyoGo;^xA$^1p z6vgiSC##B6&f7aUIP9TZj(N2LQIwEW5M`Ic{{5@Q-B=z2Klp+s;M+pvaWDDyZkT)t zd8g1LY->H6+H8M7>0Z-sL^|H$Kv4!;Fl*jPsyNy|(H3k&(MOt3oz{snlfB-coNQw^}@{tu0NrW3uUGY95#(+ih*# zcPF|Vmb2y$m@sqZKE#6G;Np>qK6%IU+>3Pd?&d20*~8Xv*q}*)FWTwK$`{s&)o6yR zKL{Z!P}li&7{uB)y82rDnJLqzxqkKO-KNR@wbrF+r+b~AF&VuSYMgTj9w;mw2B^O} z_vik}lDpr1J)>W*ss>z5=P>e^XP_#(p!D$N{%x1%O`}+|nmADiVlRA9L6wDQ=g*&S zGxMg+pMMl0a1y^R-GH}ax`$YP`TUt);Jp1uj!XegvRIVd5R3}khVt_iLW7xLGnv^j zy?XVx?GGa5%P2XAeFqz(4ai|Mp^VfflwTCh=nW{6!)L1_u%@1WTv!;5cS{+dUC4oX zpoq7A%uc50a_M%qSDgIxRkH_E-3w90g(UgUfeJk};urSl*3F7ef8wT!g-75uggg%PJc)Ah6#a^8Q&z&3@o6rc$j=$; zEywfuQdTwzdG0hZ2}5tVl`r1@X0hSME?FZ-#l5k57#JhHOFiCi z*9)0bPa7L|czBfBb*(t`q3~|)`f;`=G}A{LG+w-x_0B!zhqwER74hch5QiIV`n8~h z3pOiYzq87OL0yNVM+v2WG;_v`7n25r)u~8Mo;&wg;>4Wxxy3UqP}(k@7H#tE->HGt zmT@QXqk(=2M41$~s%5V(;7%pP^8Ozr9vHEa zy~Ax`d(H?dk})gqz%%7Q@uw&?CLhRL;qKm(x0L}o#Y2uA;sR_~0(}w1c`_iUFD2Jy zAlxv30e7K9I?OS*(($JQ%zEzk@%Xs=UbVyf>Gc!<=4IVNi&gEv2%0TaG#LzY%_9$8^ zIoEU1Ek#Z_Z9^5+|G<>PG-`U;!W_)JZW-ttMU*kX!o~^c(vuQjYxwZJ=Pq4xMeTi< zIWYsOt0!{gIBA_jcHV|o4zuWO(gn{T#^$4V5n4!NtN#8yW0G+5<}$LMTe34pkCI|I zI(=6$gSEufbvW(0rKsDU&^FgY%X796S!0%-g2e&*$6jA}@Mz#8^$iWr`m{~u5ci6h ze0s(N1Vv~up7L#?P_u=1jxBFA;`cScm5sFpQSCc*S_V&|!mi}$LZNYnA-?7Q+Fctp6fh1{ngO%E8N`dmd*=wR$-{7gr~N_yZ&I!TjcJDVB?yP zIIFla<@=O77{!?BaOm5ofWUuWE-jYCY~@9JHa^a{^x)A*ae%4F*HgbeFD?9er+L8N z+LFwB?^|bA|NT3Gwo4pT2zyq1U92Ct2>fl$DJk zYB~#(>lPKan{n0@x~O~O_9kBfz}IFmGeK%rR#S^8D|6$4#KMpMu{6XQgbuVI$^5dH zdcruwoo#s_cgzd?daSVN$cnc-fU;#f&$~c~e#-3Sy?(1k&Wz_9UD3Ag_k&fS zS6dTbk(dQI+~wLhW3U^vFrYVM^nn2zsjcbgragQpOGKD}I3gD)NWWiP;_7iu!Rcw~NregKZ81*&QIf^?UX+b`o^(VE17! z>kjTKVCT2^7=*RB(T1MgUvJ6138PneA&tFc<5M^^v(?IJ6v<^*zWjvuWPjNRGd3gs9`tIF$=ImJu#?*@k zf|O)rWv6eLY+Yja+lM~4pLmJ}23=Tmo!F6By8}YM=JLvKPSn5biP|nqTj;~9CT1YF zQIDLY1fxRibHM>xPft$_V_V6kY^zm72!=jl`3-OCC&Xkj5t+p?LGxDh?Aep%-b1G7 zj3y2GzleGdxSsp={lCb_EF~l)sdU+Uri~~`Br~$g9v2zyAtNNRqC|v(uVl8rFc?iZ~`LE%K<` z+%Awvp4YpO!#_Dxt^eao{UGffiqG#kH)S$W{jdJ`PGTbgLTu2Z#~o-W(PghG0|dxI zH7;<6hyn=VM@McDcbIMW&YwPg2hp^)db5iQA8E?mX(e8qcT9FRsBpg8b^qkakl#&4 zj~0#2NM=epZF)e>QDpL1$u+=wzagZ36 zJjl3ql7O{PU2x_8|^kK$8G`ubKtOr<2D5bjx$?pL-M38>x(JW#);Iv zJ(=m*7<2k`4@$d0k;%M$dw4+R5Ql==n!jtxDf#Y&_$|8Fwa17_^34W)>K1Zj6RK%t zpfHg|fT;7Py}+6}?QBZl!jgOC6x~Z&C5@oI1nmqe)fEgJPl<7|s!kIx|>MW?Tt^cWHwz z@bq8?Vc~53FVh^ZZqt8$9!chTS{>ISFXGf3y`_%JB7j)fCIS@CLYZujMFEPKH z%B5wV=vedrkeW7ISN{I)s8Hd(1ELIy=KkNKq*uw5p|Oe;TeXbBcR_Qm(J196ES!=7 zuzCU8i90Un;C$1+<()+;juu8EO<=jSe^zPG0k)n-mwi!+e{Q!A&_4Fbs zTdeFtHqi*ooj>0^eUYMVf&Dy&5d9dkpz5Oi%Ey>tQXVhQ8ypg}t>kM~w>R(cG55~= z;tZLl)qi1jE@Wn7WY+oBx@pZ@w)DqL2$9y<;;x5t#QX^(2jZo0L42P(A4>a@GM~M8 zF%M|VseNOjDT5MsQQ}O3!r^uJE_khxeo8H)u1n!J6jR6I;@VI%0NncF=_B(+4M((j zavtFlu7j(uzf0JlMk#Q{$>X1PW+o_aHF{d$el&j{6_x%CpVAygWyfqZwp{ zAb#e!zl*%8R&NI8m~doxTZ+`6%HlM4VhMoWsZTxt_ID}$UFLL;>cP*!QqU534zSao zy6|b6gODc#AtY}hA?jEH9sh8>dvSPtkjj9NN4;$ObjtklYZZy|@hJ0a^SCSJm+1Kb z@1FkqB{t6*_e&LV8bEmcz`4n@>g#-7zz`9OQa2Kcn@pd&@6e%bIEiSZO?iA5xJ{^d z0(aq>kcPXEk~+yX#)*jgKWtnAL`qX7AImMhdR?TX7D*St@TVAM^PJtfhtk*3(u%vB zFbJJTx*6v_BF|C0oA^&?I$GAqJOMF%0 zIlY9K{^_fzH-ePGdK$oU2R;((2meLI2Kh_x+S<* zYtVN!1@Gm|S}!g}89`Vdy0P3q$YC_d@_Iqo6f)vqqa&J(BJ*Na)L6gw;?qnDcr9?8 zZq;iE!-i<~Ka}rBQ7tNY*#CTbg5~?Rs%s=nzkG216IlqTZ3`3WTw4+g zH+86C9Df(s(thjV@>l|tv4Ogdfk9x(zBgEnkK_^p!mM&L7d7UEo^Qua8U+Kz5!afM z3(C5B&)53zTCXpR&iJWVzccm4`s(GL{_Yc}?Xhwd`UfNf zK1S|U3el}S7~B?0!Onu5lBAW>}5i9c)C>mqO0XMv*-w!em%=&AIdsPGjx0_cF3U*mVIY#FR8 zE=Bvk?yL9({zRj&gZRJNK0{EKA)8O+aAL4f8QiLi(GJesJQSN0cF)?WY70!ib?dm} z5ud;bMcwg#Dj`w=H8wb=iB7OcPs1WCUQm>Zr31J+6npj~rHgRm#w2dQ=}KmwrMMCa zB>2qQHAir;11Ym9v8Z9{vn3Re0Gb5p2ge##%&+U2v3j?b`Ka*>ftfAbgm|Bd!YA`f z3W944LiU!2W`3Eh^oZ|ZP+A2I`*qU_W!92>7K|c$}`xi{SuZ{=4H0(W-=o zxOL0aR99Cb(Y~3;C&&YXy4(1+|AgC7md~O<`(GCHGwF$9jt(?%>(*n%^N|gSvk;ST zSW^iFD>_d+X+{0}Y5fME3_v7B`p9j@I*Fs9ydhY+{{PG-l@60rzVw^KVK_EDR)GhBP!Mt5SvkIOr zE;Zm6#}_}z%X6x#C3ZEWS8)n&-_=q7*N2xo;&Y!pQ|FX@)*VQIXzgw6#jnrGJ%?0` zhe2&p`1uOV4xyi7c2>92R%N-|8&GX%F)vz5a~;+04tg56S^$Nl-n&=8Cl^^3+Dk>F z@QJN^j&0+&yGh6iW7-@LV9cX(HBRr}b6b3j`FLyg?8j6SR9CFH+Nh~XmP2!Yj39tP zMBd7_dvwQ6-qKJvSpVj@Wv_~G|x{I6e|ie>=!7u5a9 zfFVo}zgcQ3dL3|7Kaf)Z5%(ed8T)-1(2vw{DovG$Q^#vU`8Rxy9-X~i&8Ma3Ra!4$ zT**NdGRwg`c^YF%k5uS+xl7fBlW6ShpWNrNkj?G; z&u=QUqk6MDUw-kwr{{IP2&k0L6p*0x_jYxesFrLz>PA{lPAAs69$RI;MyEGSfc(Qz z(On-z(zl9{+Gclm@wnoom_Q1x?ynfG)(t`V2VH&P4Uu4Mv(nSSfO~abshh}b!5)b* z{>0gt32wpn>^MRvA0*_?`{)j#EwyDEzmV(BVjfH1?BMLC(90%{u0I*GUVg~pw^w=r zqfv)^%@wT)p{kq}E&PysjGq;nl<<08>?ZWoSW|f|?Ug8|ptUVdT=nbb3Xe>2|4H}k z*b#WQ?Z&y5Rw`lBpPiAl3qop6Bzpz6c3-A7sI7zhk{x9^x8Eji|1V(nbsSa^I-#6I zE&e}@Ylwjnz|!Oc>&Fl2tJHbIlL2vROBh%|>^MQcwCz7riT^hO(ag63BmVmQY&(M6 zP``8*7Da?lNZ=2e67ZnPFW^G9^NrQy!+8MG=t zN0>42=k6dg`E&QTT6{9(MlHW25Y-8-Wg&6kUyou673$7y>VU$dfafTyq+|Z=6 zxknv%5mgSe3tq`FRQ1ZB6f}d>!A;460=y6qco~gQIo2?B71SmK#Fd0AJrUnbi6tT- zX4L%y+qXbb0Xj_wx~$Jd2(vR*<&utzsQE^A zZVh_kV{dqu#*6yHo3rr&NHa`r5{>1K_WdI7jw_??nu~}Kp-I$U-y`l*pT8HnnvA-Bbm@b{&-IiLqIG+$2n4(KX;egn0<+};PwEZg5uQF^ zOwZ=t<>PK|?a`;K4>t~7;1U-QAFRDsLPKPo)#t}d3t8F~(5QG5$9R}h1&ak9N)#_< zQy2N#Aq#5MT*HYH9dzdo(~^C;)sV?f7`5BCUCHRN$Zh$vWb|EB&0PT{_teus4c@vI ze9r=CiN7der<3mj$3yc&yANpHtXX7K;Kxye7R7m>jf(sm+$Lmr}=%>UGOPH$m z%MS#CC7L18Vhqlp5w?7t7CsJB4qec1&F2YA-(G2nFf(5_A$_KddxOc4bQGf}HlW7! zx&NUnB`g7nFT!#~F-yhw(>&2PbtNoKgOa~qgR$b7tY@RH2|d4?F%pgs4X5osYsc}_ z6t)ISucTfd7BXs@^yToNF}Jrw9vZ{ z?J|+}JvT92?}I>rT3YYMI{Djn=IaV}O~-Pwfp(n1V=;c6GbcQ9TcY0XhR>RB6?aZJ-$OKGQ~rPTtEn^4ez9#00y#3=i8j}?!phW&t9 zi<&s**6LTz1^;s^EodY-9%Txn!kvXR9oIxnO)X)=uaj8|&z`pafEDeNL{Cqk**o-# zl%HR8eYn<1aXq2o`>o6~CXGeHZ;L3!)}ThOa?`S9z5X{IX%+JCi6De{0?1itGdFSY z_)pUq;(J(#enjV%QLs~Mdfqd8MK}ND19l?-kdyn6pVi7@y`suzy3JL zeE99t{jR${H)JG8${P4wYLz5VEnJ_ra#+R0R_pa5MKH@Hq2$aKd< zRgV+)HX1#yZLDx5YL~c;q>fD@rcy`R2U+3)M(gW?6o$(pMspI@TcjjWCv+L@Va_j{ zvic3i?;`4l+rkaKE$oe$g6~`J0qji6*>~|1?VWwd0rI>gmLszUl{BMI^Qf(G5N)tn zqix^bJZJ1~ucZh9pRkMk%;HoCxGbO|6uV~HDl!&@zto3%L)(8043dcK7jat^&ojE~ zIo3)9kxtZ50-zXLQ00EudwS3!k_rOPEm%0_BnkQejg5=D$K`(;CGjnM(tatD8s&n4$kC|KYPRq3@{31XPmplRp zlB!K&C6$NuM=hhx?WNmXzkUpN%gCc(l6XaPNRuIaS;)+8Q)%ewv(0dD zmO(_m6M;pP)=W=q)tODuy@=fbk9O<%5I8_-jmU>v%FEZvm=45{Ot^g23dP$fzuxocHMPvpqNun`R%H1K8u8HsNy{iF*UIlLJ=sB|;viogn`Ai##edMhmQhoD^%c zZeV1?R{v3``{aRi^DfYz=INqAUz!BW6)_DvZRcW{H786zeQrq14=`HO;`BkA!#QZX1p?HCo}{rSJ^OQtsnzyFxB$sl_gS|q9y`O1KS zyLaz4j;${*R1+Z-GMH9AN40DQ4HU!4fPn1zJHQxZA*}Ak#F&^JldrIjVeI&@dczQ_ zs5usm2bo7Us8DaJr>8gY{Az6RPz#ZNHZeXh4`Uf8$I#BMyVqA!Jki!XP5r=7skkEI zU)zRKQ9RrknU*;YejBr$2kHj9=pW0|-t0Q(P`7cL=I{@|PS+N{@1(GPr_7WJPyi4r zx*|BxUqd>nt1W5o@Gp}#Vx};mHg@{q#JB6K9p3&?df|C3{e|0*MdaRTar2cy@%*Je z0!i2ZObII=a8a4^hmNV0}--n zr%plS3Cewn;irQeRzw}_nK5`e5pY(1aq+~EfL`OIfC7>aYV4A#&s4Q!7;Do}n8wnt zilB`?eK_Nu-JzZR~zMihBL$`&-q|bM^H)>JlcB7+r<42wO6L!@99vrMN*g zYrA5x3Qobo*uE{qwD^$rn}iJmh=;omA8yW@mAGu|t}=jWDTxrEeBix3Gm`lz6w?R#FKA|+ z+Ng13AR6Q=0m~Ke^aH&j&Ybqt=YB6ZuwbGN@2$s|j<&gfM4Y&2(HBeobNstfR)I2u zuzq!03k-)IwxFOuv-@%7tP18bUZnl;^W3)ds7U$XJuSz*3%GNUDxQv6>?oY5#-y=> z5wrM3CXg}yfu~UpY^MvH$F~&z&iy>qI1_JLJu^(vKTt{DM@F!UETA`JPRk(Ouapc1 zZ$1HMGMr`!6R5bk)lhUDPh#hcM#TQKT1Hqy7px+^J^q8SCP17bVCAXX+V3o(-b|5G z67hTirSH(GBhZiRn2#+7G3c`D-@Yy@#y@fG^=Zn($B*wpWA?>#uIH>9@mWl?{ar15 zBJPy3GJ&b8?Ep&J6f9N#EBgco8UB5Q7Tkoy#^V+XTOKETKrekss9sfe9TAJ80#P^( z_4@y`017z=FneqaRp5K-)E9>g^RXKa+Z)!-J2-~&0?VF@Fbwo1#=xmU)nZAzs9`mV zCljCpbQ{J{tsn)yJR;FH3hK%6=7zNokZPal7HQ?gQWKTk-YtMy z`oIk;&w+3uREKXt1mZony^uzbF(QViLI5vnJY&XN%flrc@f1`IWxwUM5^!L)j{c1v(|Y$%E$3dfw-kmT3uUT+*u|gy590+BP6&R{oC`V*PlJnG-^I< zrGC_gIhQ~U=0aLi>TIEM69J9tPI-%viPWrtC>C`%BtS@MnVF~7w8}TaEh0`&ALDCk z7J33GiDTc^qy3jG4L(F;aSU1;;f}f3AN4feY~$zMH2GXqlSMGl2tHl>`Y$b9zq|hm z$D6FlpuA{^B{8t%(`#p_K`8U?GX^}Y$ukjE=)WNkB_^fmmglE58D4mK?dm0C-@FOC zvNKvc4Qgv%GHCn zLFN>;eb>(Hi-e4HpU14Fv}F?~Zh--ua+e-21sFvzKA-_^P)9@>d=>v)&h+51AP<`U_r;SX)mReZs!ymhCi1vFG(kJ2%a zfX=(bb0!Z@Ga;Kn^DnZfi8&V&@Ii)e*P7@nC&2h+J-Uu<4v1f&WoYF>R<6?%RGw5j zBJCOyoyIG5`__PH6N@st&b1jkHsZu{sg1GsrRb(9eHa^Bty--)v4P7a-YyMi`SaDM zG0o8nIk5icJ8v9xI21DLClvt?O;^`%`B-|crl|jmVo$yiyBa>#q$yTqv#9{61sahy z#i0HgLQ|yJa;-4iah3=UVTEeW3t7$N_ovCblb;>smlBjX6aD5UE7?0ZeBcz9cj`Iw z+V0=~vv4dfv6Z(m|D()OrX+t;`8|zU313Q!=e^&^<{{ym}N)MKP zE8I#RH~^` zXY`-gru!(`g)^Ebq1e=VDzJxP3;x(PrU%+@_#&MbN6TVI@CI2Qytkt(lXapaCoNeH zxs}?7cjwYS*uD7uD8ciY7~Gi?I?{nA{p7@OSuM0`=!vvjTt6QSHsJI`@WN(4O|UHl zQc(-GFheJPH5fR#+khj=$|gEY=!QEyZ!rNS1Rsx!+hg>HGMSEL3$qzw*n?5*m%U2C z>qsow7bjM(|^J$rE$vjCwD~jq%gIpE<#L1nXE*S&0}Uk z&<9|-z4NscWKtcuHACI`WO)Rn4cT<93>S0eV<^Uz)gxZ#1rJ-B6=@+AVUsc9>cC=L zB4 zy&29&Rac6Lf)X7`x>x9_UG4k%JibaC{Z!*&wuz~Cw417^7V<8&Z`Acr6Qj&_;bI+$W^V&C-T-C3iH%&Wf zqST_wKfpZ-uvYB%N7t3MMkgl#J|zOo$-t@I0{dmZfV4KYvDrDf%^Q}{pfk)$ZC&U~ z4YmcmsaL-~h=?#61Ka??AYZiP`)OaB0(Cil}L%S;dhxscU6#X8ov5w+vB^-oJE6zkd1A zF{*_{0sUX%!4W_5Sk#X>bTAgH5j>qyxZAe{jLoRa%s2s8d{qF(+4j$vi!d72oMyTz zC$%*`!+JAsf7}8Xh31WjnS!$zQ=7107NmJJd~&JqA)r5U#`uaG(S#rg5wKXfLyxPg z*RK5-7V-SW3t7lP)lu%Zj`Ep68Nb6%X>?*uS@ZbImtFGSwh5PyM%y~jO|N;M{3+Xl zfwm~Yy(V>Wl0GBlq^&bKQs zFC!m@J$1^y$KRK!Q#$!)SA|^+&s<@?d=qZ%t-jaA_H`WiN@mK=o*h4K;o+i=^TY5b zB;QM|KSt_X9JfFFy!%7LWq3wb9I+l#j2i-I*YA>iGjQ{{gvj#s zW8fAE>%;4|#(pR$7~1AH(w%|IHiH{{93jP3VPSfYV~U6LTQn{jvIU&lm`Kwtca%p> zdqH8KsZNjewlxq(Ju$W;Kg(tsSV7qv$?HYa?`O9dg71Z;uloZtgZmc{ zLS_4#eAI%1=aZN{Lq3DmT}AA^gi#ki>=!yuE(=QWnFi z?tK4tFGI+bF-pLm({8ToCAc{3{Qo(9Nr~YhqyUOMq1*(rhop5KxNd%}Xu5WGp%ZVx zbP6zroIf%?HN8{&fXO$?i;Hl#wgMLyaTO2jqz5I?>Tb`ibq=6W^QQwmhH2?E#>U?# zdQQyfxmC2dTPY)b=L*l7b=}eMTsvc4Mk;VH$4ME!9VKmb4Y(e#Jd{~;!Xm(01Lz`y zK7GdEQrAAf1lW;0CB+aXS+d%a(*8chl`z)v@dF<+v2*VQzu2FcOW)a}-2p^@IQ(NB zX7WMZ?#7>U<;{6pME%ALAV-`(-zs2k1asviJBS>q3b^vgKpNUAO}}m)bNe5TCoNX| z-Y(I*^3mUXoom=3Lrm%zKC<52pyC%RiTjI(AGTe>%+uiI&NO83DG-8tE*<9orl}jk zmt=wW6Erj-J*0uHa7G4PI9KK1TcFrukbYd(rxpM7>lYjv*Px<_Ht`X(WbD|nNqm~! z_#_{UrIyVDl(ATq_Gf=+Xe6SwfeT$8q`jLtV@7k3JaFzE9f!1Hkwy}o8-EfjwiXT! zFD;iWUGsZ=scpK>EJ3qYT!xWIOi%mlJ;9c%{-I=uYJBp3y$eJ=`FP*}rg-`x8a35- zULDTt5|?DBI5|K?nQz`alCPrLzI|H0wkXkn@4u!iD;J^PV5iCWA(q(T3IOfDe~)q< zP4w=uy79{syYJ2=%iAqZq@Rd9eq8pz1T^7_^~F3yG`Yawu<5Hlrm4PZEy^5h{TJ3MD8N0L z&~o&MRq5ef2!l9TwV*3g9znedtwy4 zkP*{^9JM-H%&ax^cmFnVr63i0gz3|+6UVn1>ld=$uftGMJ!x4*)XD$w!Izy+()J@7ymX9%eeIINICyq!xVAG#z6D#6M%R=8#2DLPSw}}0wjqWNj7UWp9KVZZA21Mj z@yM^9*g;e1G_m-1Q2b}BXNP;0bLZ}Y#Lsnd zQs6gYl_5wC*yBKN0N3qIMH%7#AxDwngU z%;&*@^WTQ>UoB`R2oRIckB;aZ%qseK(eq1iN@tbV@&11Z7h8x5(?X-%WBG|P%lc!9 zK%(U0DSvgA+!W8sWgSu)Hbh#=c5Q%n-5EY#U2 zW`g2!*kai!{P^CE9r#IE@f^g@qKeHS9r>0~O^oNqwDAt6d6IgHdx;Wmge{Y>&^XM6 zuCnr_z%9ICp%Q}#iL8%g(idG1O5Cn0O{tZwbwquR+L6-sSaieJgTfX#z8Q@;=(Of1 z&H%oLW{nzf{KkZwqKoq9UnNK+efcGq4ji|DaesN_u!?mK9{(W%cL%gE+mJ;C8icT3 zq~@IA`rjUSh(x~IEMF3-4=Bpm>N;w+uhpXf`H|f7^tJ%+6o3}Mx__!PnKUW5YA)rY zR92_Lp^TK7C>9cn7$%n+(cL^G0P@b5i3QaVGKqo|M6&~NMT~e?A#(uzXwo9ZDQ$OG zx4&iG0W??wIc`!e%%+&SAoO-xzWnhq0|7u-k|0y=%t^*(_mN4s0f~bx61BHK+=_j& zPHT`0VO*>J6pM?ZW(JX^Bejkwj=VDaxiIZdeKNG5i(m0B-7{&!_h1->Kwzg;$;$~> zdM2EH^?)v$(G2^8z@IPBVWuFw5K2ZE3}ho*dVeYz>N|-96cw~j{(3v;9-VoO zF@)ZW%X5a`m_yZOhVLb+PHr!(0mGMDsPpph_6hph;I_SM{rc_~Z%b|wwmb0^FuLen z@nq)Q2P{9TXsoT`1kWAx)5W#hR0v!=c&zM}tXR?dm~9{`-{}DjpS^S+^6)pm5$_|v zHLk!Hq-)!l#{b?(g*eUJrI@+@pG`ryH5xe7AM^NuaaGsJ@O`{GY8c1)0R(Z1N zS0F-Du&Cst3qsEL-SjUhgv)_nkR6M^zKi~mvinp_-V%&&0w5xX=oHjt&pV3jl1Bmb zS`({mHbZkDwU2GVL@qsjP*(PSKqP^q4R3d1cN4e;V%=2YnOG(BKpvdJGssMJHf$SO zR2dtQ>Wv{rEs6+O8g=C%=wLwho>-6CaFw3;#8^}61(6KUO3SWg-f2G}411*U@%sXR z5j55u-5ybXsNkS#QzcP4urqrXu>F%VC7ef;8aKA9tmp9=e7R5Mx{9124h1xNN6VP@ zh(KDn_vyFs#ZlMSi=WB3mAl(S1-#7gxKDE|8ng88toS5i`Ef+hKxFAYfE^~bh@=N! z?QVoBQ5djVS2~oDVm>YYGMwORoBs4>j%Noa2+<6wiV>=2d~qST@Wb&(LHBgN!}#i% zTyfTxO=#QQd!v0Am!SJAJ;gF6dXX>&%04oFx25~`V5N;IgFVJgx_IS^2JOisy*BXw zEg;W`3sjoz#kzDAbi3JU;wfUuDp+EBIM=Q(J0 z@3kN{IRnQ`ibcOw1KyDxU>S~Bd;+puhhH7{nV|k0sxB2H}lKWNB>-;h2sA?qsLlnL;UImoylwG^U|g@psJ^ISoy5mFFZc? z?lrft)I0>_$ryUxm9R z*o>WS317otIIW!;$PF~z@wKf_SKgtuU(JfbcJsf?kJ}}345_2v>>~>F>Cq^-G=W*YX;)?|jxaRbrslwIqa=3UsQu$$Z!iA*l?>W564{!%4f$=> zu;6I-5Ra}Me{s6K?|+a{6;NSe)CdzOM+@^+T^2FwiSK6O^>;_Lvt=b%>#)TA74BDy zfB*PB%DZAn`-2BME`Qt$Bie7@wv$Ml;U-1&DpHCMyGCbQ>pGr5n=4k_)cP_D2e%X$ z6eN006k93RHKOMX#74pg|KuccAd|$$2e)BcBQ&^32-oxpe$hSsJlExEP*_ZG$l;Sk z8HX<+-6qa%v#LDQMWg4mk~xLaTcD)z>$bh7@TvaCFJC^K3ilAxAC=CXcTymMe+em! zs)NChuwtg9y_hf>Q?(J075v5i_Mwq%;c3hugF)9m%1%v>UBS)7tICPfE&xv0H?Pdv z14<6y-CUOT7(aL0Gp@`g(f<8QyCpx(W9ceE)QoAdT=tym8XgcMQW(RQ)g+xIM@II179uqnKQ6vhS^$~ zuOmL9K{ON<6}1~2J1(5op&r2@n_kDYiSRfs&L_wb4trd2zTXO<_Hn>@09NbJX~9aJ z#w`UVL~lvNg+bjG*8wpMDc{9b-kJ<1czAg9vg@+~a_2qDF*B-Pq~13D7956{@xrzA%2z7NO{d+bXxj-uieSKrMHB>88Xj~y1Via| z`F*Q61bsqxH>_y7MdtQ$e=?^*!6Q!6@?MCn^Z{F-@R1;>;=&A+fzqin3Ub*EFWHd> zz8juE^xs~fuly#Yc@r{DroYoY{H{l@UKTL8G7n2TpZxZ1N74q*3ENOH-rVxm=1TnD zy@NKoxrusJYD@MI?_?@fT|>j;U!#^Nh%sC0wctGyy}dex6Ly5$eHj2UIP?1IMpW^Z z6lk(ZmFJod!mV}G`n8dXtwu{#B~df8pO#bK3T}0Jfu(tC0p+NjlNtD;+*)mk=s1OZ zMavzwr-B=sg7cKlmie`Z*`oNj+H0eEjjhL)Sn+b84;G7m(F9to6d2g1kIU)#w( zQsPK5JqYyd+8?spnm-`+0OJPM&MI#nx2EZ?`^Q&};T{Mncg!|z!)V&%RM2tJx*d8} zy(ic=J7DXXfQz${0ny}$teg^e=h}`|)M4T6+O}PFW(sn}*5FU1 z7|M!O1!v$+x(*rgXM6g(WL3-GT|ch8iegMmAi?8JL%b2YNSWb&9sm_ZhB{B9eqKzE z5u^895%8FZA%9llEA=V>omb`;Qf>;a3U&`R6Qgr(=Ln6^_$JF`s4n4V{26j&?{_nB zv%3){zOWYojL{`=NXa~7XpN9>AeFis{BrPs0mn}jrE+#fWCE%8B>M{2QZR3_8v-nW zLH{=df{Bl5arYv7qKaZtujYGtwQJx-<4naSbtmve3TINh{X9ME^^`Rd@3uz!l+0tP zpZM401^&TUhKc&1hK+}k=ke|V=0A4+yv>FdGSUhq+e&%u|EA)GZre&z|0Uu?T7l!t znGa7_=$lv|9AQAn(zlbsUax(+6@hbVYHOu0dL2{r?He}v+x0$-O%}{wV#t;g(|+Ha zKE3ga5+ld6Seycz?;EFY`D8*|rX!+q&@U3<&ei6a+0x3a+})+uMG^?%N`#AQ2CN5S z*t-*oa({b6(JYb9Rn*jc$!D!fS5D5HLd!$&krYJq5OoHiRWJRG6hIuUMlAfATPge` zKtQj#%M5onC>s9-qPF|ImrtLX0eRlfg}I@2Ndo8RUGN;p@>WBlz;fiFL8TdNn-3|9 zXfys}V9k3JE2}VEcx)NnV@dBPy3tP&KhQt4{ol9&cqX3X_i5flRx|U)+O0Z$SU%)~ zsPGPhO8g-xFKIWqK*KyrOG@O^iY^|00DwFzuERW_9eTxNs*j6c?g*Tc7{&*G(lV`P zDTFB#5K`laatjVv@Ku==y>>$08%5rY;2JE5wojZ6J`ltyZq>wr(T9+2+aCR`Sn@G8 zZcTFTv1p>i7!lFZ0H-~8P!KQr0S=h7q7>vXyRE#9OX}Z@_*Hr6@sIjgcbnCF)DG$f zZ|JH2 zq-m%8t*J}~ zF_t_4?1j)(^Uevt*V%{e>m|t^1;hiQL1^mZ#URe&#m0qSzn1LD#3v5}beg(^$B!vQ zt`EgTN`kML8K5Tr?09AAyIxEpa$G2?W&H><(K>?$U4HTK-kE17TAsAwTvGIlFa-*r zOyLAmOb{x6YY&8m{^wj~VWAlP@Wl`E9+a)($XhEwkDgp~9s^;w-D6CYU1?9_D_%)) zU(c+|a(#L-DB$Ni0(c&h0j?swSP~*KlFwb3L(uj~ONOK$`fhu8=%5jUp|yi|l_dN? zl((HW&O30RhNWwqFA62h?r1$BUc8x0=q!97-c_x=;w;VnZKPim*RZ(_n1)5lIxgU+ zji-zkTnU|^_w>nqO>{@#7ZygHZLbeKb^N#}dXIx`a!cOz7S#d$azA26?~6(IHtHo_ zpy)W?BMQf4mf=k}*x!Fqig>%~{B5*umaJ5R@L&1p0yvV{Y5RFhZ7IwSt4ZcB2Wbp- zh?(ZS{{4m~^nstNoqWn4dQL4qIW7FV)l|Flb+gvZg6Z1+=l!PEusk!@U(z$FI)o>w zzv;0gZrAluuU1hriI9`RRsKHpqfyn@Zto{u7+e_0rgD;19<3k?d`3z`hXu@~GyqR& zMgSUqJ-**_+P&!FX^wB#aZ^5dOd$kZj{3dFW}jc`oH5OuMlE8RjExWqCMtNAW?@wa ze)Ivb?48N)va)1~dl~g32+4{iZhg&y`_pgTOHFm+DhUWhf7}9Ks;Q3xs)xFHqd;dx z=Y%AbeESaPQK_Q<`7`6@-UqQ2XT8NS?~$s>v{6DrA^BalDrj};#2O4f0jZ>WGtKD9 zv%E~>eA|Ei-d0^*d+5*u`%kcSQHc`2GPk}?WF6!UBs#4jc0k|FD3Jde*@O*MJUBrw z`=7ZREuOoKYssRc;lqb-o|n3F2_%Y&lJ|&Wj9z_cy1+(-tEyq-3iSW;6^9jFa@elG z@Mi4P;0JH?WHag=+RVRy&c3~J(i1yqoQhiT?T5No4MhFblx~n0&Ig+opIrslzZn}; zs`ru1QV1VR`}W~drjf69Q_Xn=msi2`4s^*@!ooCPZT-3lF(G(BKLB(di!_=EF&|$hT0zcsp9YFmv`>!`(*lAMwyZ> zKYw+(1|UhM*KoxU5wlP?#7~)PhcXT9-}3c(DJ;>7Z*9_INu*Ktd(Zd9;7~V@HeEKl zqd1c3U0HZRFC}ixN+x;9FT_Wey5H#UM>Vn4Ws(vNFhf%}qu+JsFoFn4KS2u4qU+E4 zSjG|j`tJGwwtiEl&u_pnT8CD!z`?K14KJ$Bxw@juoVhsC{sS4Bde`?ov0Zo>@<8~j2pvWa7o{s8>>#4;N!2P|8NM4k+wl3U&lxJ9n@ zfA;RoD;Ztv%%~y1Ocq`7Z-741{dZ32sDE=JWn2j-CF|9hy09s|ly6{RAs!m^>R=7d z5KakeZ=YO6;TyK(NWT#mzK^U}qM*P)G^6}q?hnDuE^U7Qpuy$L+j!0F{bij~;-m65 zj?TM?cVfA~_cSFogWHO;%IpSd@m|vg+u&@4-g6h{Oc<#_jpv+wGdIag5vcpz^Hx(_ z7LQO-6?tN~EC7OqZcgmOanh1%ZP53m+n%Kb7P58;HZK{T#4RcMN}iJ1()xeyC_{}< zfteofXt=4#r3rc(N(&VmUtw0zv-S0vy$$C~%{{t68`gOBjOmV!cc8^#^aQUrs?2NH zxiV%~O@mGEpMPris+6j~=0jQYrS;GyA_A{W&IDnvteF4jC1i}O_d;G&mc8NMGn*D+ zxc-4(A$mf{Sh3%j6j4bptm3z*-HF(p%)5y*FNoK>aHsq28R6v2{AzTOa1HP0TDeT# z6Oii;UNkxCN*tp=O}cFMf^16yfup5;h3s2lRluC7Q$y2sop#-ocs9J5eedDpbLw?< zH5>QvstDVFTeEET!HFxG<^d9T|_!28v`I= zbJNi#o26HI^%a77vBr8DpwHZX)HCL7e=C3V%sDPVTn4^UmU0mQV#8d0#9Orz=+KvXf8exRHfCaNPUgrJ>k zTdaEz0qaktk3~0ntVf+ZDsu7MZitd?!^uemEJb^xO-v1)SwE!H!jPf|yNX<=u0r-F zUPC(h9_x0XCZ+>1L!KlGM~-7z|1eSiP)tTX4xUi5&&5JfhR9%Tl%P&I3uSf<*46T= zx0B4okDi2{g64@#t37?vB8p>WzGBJm-}mq{{C_JgWd#H~X3Y<(krg-31eGC9`HyWf z=17rG?!)EZt6p3^u5&4u2AfR2$20zT0YAKJNV@s5V($leE=-oI{;xR@XIb=aKH%K9 z>#CMWDaRx7LA$^MDB(-}x+|kTcaXzSASd|F0Rw^~4-}mTPeUpw9t{%#|H_s#N^s!( zB={@Yh$Ay=KH4jDdPdm&V}tmQu_DdijNzofG88@BGw&T_6pn5(WR>}D-nw0Zf#R^e zK@Ss(o}wJ2351Ok34@dhEWylznD$6Kb?THeorYi@gr99xrMHU@X;`B#k?lQ{53ata zfbQ>&C{AdItDMALn4*u4ONdVu!yO{*URv;BgSKHV_RccVh>g3BqKu4@_^ zYTtB6CcJFsZy}@0FusqrHkp!_QLslj#ym8=j}|j<(A{6Q%aB34pj}fwwX-*DYgAve zW|Cv>S)D}Nf8Qm32#30cK;^fW0glNAh29FWHuS19XU-H%6z%@Y9%JVW zif}xl?LO;**FV3)UtOF?vjaRo(y1*-r$}b;ttKi|@{LMZfSWHN118fmchSOy^SBi= z6Fj(*mBpU*GnSmnDbj5LbwAtVgu>K@Vrni*1M5QrRd1D`Txe*bQi9ieLzS1?MhqL) zm2U>vKoI!y&k~BT1iw=^b~GAnGVhbBh+ohIqiAcw%M1QJmb*>N7ld3 zZf{dKcm)ipdSTE3@E zHK$zucb4K-G%xHUFvgyHefXq44Jnw~uYVzZCQVkB>lzq{YX?^07i;bv#Mw%woh6{l z7_!;}%+2sW**5hD?@ji9K?11)-fh#SU&}FSJqisFlolLLK}5}j+eL=H$8)LQ z0UC(Q4TCfX6+{g;j{0?$fhW{a?<)eW&%C;H6;T;|AxgFJ&bgFF3BUGQMVWHc;69K9 zZU=f27L%uqLjMkeLJQ|v2oPy!2WfqL^I*l9x*t=%N2l$qr(ppRQ*ET~{UBl`0kj|U ztr&EPK{cf{mCz{m`N_;6XsyQzSy=%VV8Zdn%~e!|!PcH=TxnV*kivHGc>4+RjNuBa zu$z)&Ef+34X|TBV{ib4Qv+Ygx@Y-ZyNY;tNK|z9)12q3Fu$=YBlh233*Zb=GjoT-F zeRZH89wVKS6oArX+JaS@?fcF1ySL%Ry4=2k=Xus`uHiPMP|jwZ7^lXW z2Y&GdAeqyw7 z!K%}tX(?{XjAcDoUw%7vp)A22d3MK-5#75t;@QMba+;IVD%br_&Oa_q$Yf+v9oRM| zX4{Y2IPhiW{5xBL-(!FucT+&T?X_IfD#@&VvZ4b61 zlcbEMiEd6!?bn3n%Zdi?*}dEC-{1z*TBc&dOLZ`@c#-dQ@|Ki^KUFU7|NM4EVi0G% zEYF+*o4Yg6D%k6R{rbTjg3ynk+1Aq1>Wk<3=F0pni*s*}Vs*EG4zt5s+iz>9*S-65 zL(6EJWg$!THa;HMcAD2brh};TWxfjzvHOUc@J`R>7S{Lt(ZTITRXZkeaH21DO5V>F z2CUmj*s|*gDdV%TwOtsdU*DhVMcV#%iJsw2&Y(tVl6Sh{UjQ7f;cKI9Zbep22z|CI zeAy<7he;g{Z2WT&P)FLn6c~?6SHm^WLKqm~ZNJajxnTFL>Yq2?sj?Q-gnJ>2Z+uyU zNM-F~clx7GG+1~geVl+8oSJz|rO4W2wuZ3rKQ-SKk0V=InFMXO@3hWIb8-2Y>=}-Jc;;y!bGpmazogzNRwl?Mo^*R`1+(2nxUJ zQa!@^Owl2Asd_ehQV#i02Z%c;`UlzJX$B@pfs^V`pt#a|w#N7Kn#RM>!t(oMBL#7b z6Q7K@nG5tzIdNl!tTz@oSA;K6A}iOe`+Tr<&uS5&au#HrHgP|ID&LvuIl%+?N#+M< zLlfNREXXXoOqxO>-2+5-ot1vBcjcO2pRJJ@&t>hLY=wj(m2vr_oz58jPO$3K_H`~( zN83RD$TefudNPin!!{#C1D`%Tqi_^@mDwqYdibK4pr1OY*7xL=)x0c`0qTX!g`tb| zvV8t!+hxmLJ9hX{Gr-{d%_ZAEiCZwhQ4A%`kr?=Ac5WYd58V z{&K$ya~z-vM#>BBrwzY$@q295j)p)0fEpii#=IUTpPzKbxWvahh_6Nn?(H?yX%#CL z*m~;IWL77x1ogS*;l?1tETlU4)@0P-f&~|SH(JK?m5R?#4e9i%Hi2ReV!%5PT>jn< z+weSdQ&XR`;!1rVwHSNG?Fwry0lRfYhgiZ=-Y(yAriL0^gwPN^X$`|5 zu{6t?)3>l5@7|KGi4ncWwzlt+s9+zeZ>ZiZe(CEr=#R$`D>w8lacoq`IWio6G@#9i zMd$&=hCnl0nR+2IZZ70-Bk+=vZ?TCl-qgmr9*p<%OZ~P*J;_!3RqFP_VW*oI&?LBp zHt$$NGTz2JE!!7ZU-M-&+s{3slF@iG(&VHufwX%`Bf(G@Fc}o_5|1-V2Om)1L5gZc^gTWKAP-2cZ zA9$%C{K)^-mWgwcLg}yc2d2OsC5*)tP)mbC-W4q(M96?83V~LpKuAww90#O*S}osm z^I=5Ph$`LtohMPzWhWCgkBh6eZI2K-}aD5i}~eUdJ%d>%WQln;5? z65-AHPGUSqJ$`dfdn@XO3IBoMMQnKXEFRt3L4np8?9Qx=A(_CBM8g7wQ2oP|CD=y zL>u&)r6=_&HuQ;Wv<2aqX_OtyHI-z0Z(vjS?gZT-|69>MG9~JUQw}e4ppio#VEyk3 z_6su*&^M;Rk{9=A6v_p=Q=JZ^dCtmYi`^)33*K)yR3;kb+orK^!y9MjYlkJBbxU*J$ z)wkF|N`;C}$Ugh{Yma(*^=$9JYrqzhe!KsBWqxso9*3<=3m%y@a~h-~(@28{f8J=b z^!XChjnK7UTJ>L}BF`Pqx8TQV8DS?WZaBMgww>(%Z6*FP09(&HjGa4jyz&h9--FmL#thTS zF}r7NA#2}3e6r{P*oBbbKrNBk4+uKHvW+T=S+>&-3c3>VMZtdfP4Vra6=uM^x$(Or zX?RnAn<-~Z0@0te87poz8a3*cYsOvI0{C44+-Y9jqtCx9->{~pauv1fHlIO7KW3J91RtvcxEpq+6!;Y&whv&huCAvmpRh??i7cOOE#T{3%kHP zgd|4bS3#$^Xe$d+m1$i+@B1D-?eGgnIAlTim>dXpT0Tqd0>5+b{{0SbRa>|XSFA2N z8(X=E323jNpq739*e5QBZ3SIFp66$QG#nZ z?SJdM1dg0kxE4qRVRuqS`m0S>f#{G-6m%F2BV)mt`)k@}(-%4Yaz);{xDT9%>q&DR zsYn2A`=W6>YLdEiCX+4D5J>gT+|wun1^&2BB!z65KOfwoBJQn;iqi5eT$8StTU9CB zCm1RybQm^@?#9rSZX`}dyp?lOzU$h+I0ob?E_eW~9Xs4SW-w&z6n%?sjt zzgi#epc3^zFQt1lW+Dh;M0D$oJ(p4RgNfv6c6fO4Ft+rF!`%u^kRp*&LCX7BDU#g9 z{zn$1Rn;LGq%ZRm8p=4z`LajtMxr^p;X=Z@*>*^sY@oi`G*jyWW2b7ZMUi@~Z##nV2N~McpRQQ?uii zL6u73IrcaXG-bDqoGl5`%nSa^CmhV9}<~4b5p0J<%accbH7$5nEE2~l6lY_t7M+rjspkU1Di^NOLKsP^2(0&cjXw#I8(kCx5t z+4ZP0cf1!={4`68n!~eP44xHir1$dY)b zWJUmjP=HVZ%-sk3{y95K`TV${6${ozyBgMuWQFF#O(FK=i_(@R?hfhI7$(r=i~At& z9!P5p@FiQ=G8GgI2l&f}a%sQj@uf?b#1n@IyQ@UE1ehA z>iF|J4eW|cdYnE!ucA}ivrmVQ@TeKe)4BckGc2i>aB|;&kJLv?wtRCJ3R@uj=e-qB z<5}7ts=}6B7#A_hTDel?^+XjVF*h7N;Cq!d3)1KUo*f9h6w_A2$>~D+ObkoJiXI|O z-0p#@K6`ttJ1VMKCfynQ-iq`~ti9-J{b>a#p!ME_cACtv85vAUJ$AJ_<49LijGSBg zpLY8f<}NrC^w5%M{b8d^k#K@O+Rv&-wNM~T!)DeTjmc;g?*9Ar5|=ILOk{T?Dgw>S z#y1lWo_lraj$4ke+ET6BvmOu58YbHAdt>!uiQ0)KC2y3o6L)wJ8B;TM5gUyqgAv9(BAA;SO)+{RZ|B~AS@`}y=0>8%dQ`|#2JkK4wjhfQfo1G=3NLxHBvnpKU@ znOfIMsAa|~fx2kgRuT+G;wVIgLS!)!pkILlI||k!GhkA&j&9Qi#bHxPA|NrWnGftg zQo%ak{>m;$t1dKk@4O$drIL8aix-5EfLK7OG=_+wqM@O;`X~?rl808}V?d%V=sv&b z*=IK+7Dd9EYTmDkOMZM@@*)uYtr5+QCc4h(j`{yEh`=DB=+I{9mNd6_eXs13G=8U| z#LUInC$BqZkgI0 zFYCT!Kf^RfN08Jcs(ew3VjzTnczy4T`E@^U7MrhgEB_k2IKQa^Hmw;Moq&b6F;yUP z73O|22mU<$HXrvLe}==@`mw7uK{_bT?B6?LEZAdcsg~QUkL_IlxeOo<&4zksV=tw` zvvwicw@9$&?t&scq>lQ}iZSQr)yL`cpP%m*tG1_8Dq|Q5H0I+rSVO}*g8_j=Jv;C{ zu_+%~boV4SB)g8~S0|3HRYwTw2B}wEX+LY&9wZkCAFltpgbbB3``^|F%&tortk>|Z z2a#6lyPY1~x;{e=^PWTthGK%fL@l#24@IA!f9%Z4GyhYViL8D^!nkMF%g%n}%i<_w zg8U~eEKEo;g?*0w(U+K`S=ew|)3;G7h+0GA$%#MVGAkZ5t32y%c=~vx9<18S175RW z0a5PxsI%i)U7RU5&LKnhYA)vT;dx)%z$@XN-BA`Se-l65E&v?(rw zY&@Rdi5v6kat1yf;8?&+iaNxdnb&e)KEpScDJz+Hq2!ThLix(ftL%T~v35iwo%$$jm|FjXEqM0o`_9%P2~4QTgBrkXO!%(r-5##(28gQK zp+owJkq9JAd+%S<&t+X}!7Vr@Gl%ZmS8-uo?!zqH@lxUcWIkr3N6ob3M^;-Oadmz0 zt{RpF$W#P^Ba%g^fmCG(B=i;nK&f+Z^x-#C)6d1kTwB;&Z4$f4`)Kr@8OVndk_~yh zJnlahoGuia$^HkHn9kZ>v>|5C_)cw?oJ16`CMKk+9WTmTiQ`lsjoqQ(%@su;hp!JqtQr^fF6P<}?y@v>C7=sgX9EvM5Z=AKY zyYqKA?Om`hJ%(l(-`VOg&f{3`_qynyYR-H)wy%5FuB8hjE!woSp`|5!)`z6e*9}Rp zD@@s#KX#qlHUv?FT(bR0DpoK%-LKEI@zGwqbjbWP6-}043>!YYEc49U^Ic0TD!MDI z1)5vEe!c!aD+?d(-E>7g_F17|(jt=tW2^%en+4RJj?R_i2@AcQY=94O7OgrSH#;bz z(;7>N1NE?JqjE0*5Eyu7^b%*Khz zKE|uBC*1qBX5G4z;5Q-6-d(?TZ8zVcu&@w_^hNWl72ibqy}`}x2_<$RKP`$G=*i@v z#SHPY)psJaw7K~}T6g9rj??!(Wl{*&o*nE0v%=oNe&);x)2Hu?)yEU_(9l)$jwH@_ z`LD-R%|Wi_aJBKPK3Hx9&?r2-;x^l7N0aN?1mRo9xPvjwsO$|(WZj=BTG&&ZTd6~P zj2<1%#ZF@}2o414;yw23*VaJuKQ4H$9>MqlJk4O>z`dRx=ta*&N6SvmJv>|0Deq&6 z`jN!1U^;%*g-~pSEXFEE)@n{?Vg=#$4ta0zx_gfvwZRgKR$D%0WbTy2#3_btsk}Xw zUJiOh|HRzL)ZCA#HD?(@@~$HRXf-{X9~@6Y?k>-~Da-ZB*qULZ?HNz$Ke zzF(|Xdw_XM{)>OnndLm~*?8OTudb`r zXJM;L{IOfmvn1?juDyL4Ss~oMRG~{GN&kt_pHfVLRgjsBGCXIW+C98h>Nd==0ML!LG?LeA$3c$85OD-Oo|j$!}awlihBwg`1j zbcwPZBePIm@&t*?=an=O`y0?XV${rA=wt|j7-K5`w#2n}&UFy8hG3`(@x@dXqmh%M z+t2M>1p{snxYm#J02|MtqP~;Y_>$Q8auK1`e71?qLqQU5MYuO9q1;pIaAVuE;M@^}=)DT3gKTi3!Bh*0r0Fcev`b*(lLr03|E>WPD4=(p%z9et*MY&o*%Tbj zNJ_(JTZi)5o~?-1hmfE5_Vl<)63$oh*BF%;{uXbWU5T$xF&heaWCs=V;bqU!NM?)c zS#PE1JPSNdoCm5d&CGdhV-MIMnzN?9KkpZc0SoCN``M;fJS;EjQo5?t>MJ%XsAnyJ zt1?+=TbXs;<;y;NsD}1-9&kr9#E6&Az&jxyB%^OHN3)Yc!5&1zs1o}0oHUf;QsK{Z}ddXM10&Reu7gT~HWnJh-gMbpeuqv+N|2d|H&6jL|u zk_2+cM!33(9smP+(RV#=wZ*mNYa>P1!;dH-P9tk!hzszcxv8m(qoZT*y?f5kg_J1m z^1#ggjhmc_K+S&+$#6bw8$y9OWP0Y&BTEQPqcsZu#ZS>2N&re+MGRE32ajuN z{@QB_L08eW-))DOw=X@kiYse7?0tf1_6axsh2~pYq^4m56Uu7@am1Mpx?rWQKUOY} z6>_T_;fDG#a_VjEXN88B;8RO(ZpV-iIO4G9q+)+1Q{oJF+_Su`z2ubAZTGk}{Kq-^ z-f8`hGAftu47zeCvGHJLh1G2*-;A4sH;&|(Im8KxCw=|Lf19zk$ex^X;f{9m3u8}T zkG}egKJ*45NXj5t3QClGQGuNR23Nm#9AY<@S}0!AM&>deU~p832C|TG8d)X7^pCUbY4toEvYSKCq0wdMYb2gT3k zE6h%-neS$f>PYbRIaN+1E;OEcz@l|>3_kuHStmg~@JRGd>2t-huL?_sWM$076YMC# z6TG{5q~zfAJH~EhuGY=vO`p&X6cR|hR$ZT6)8q~g|9EHb-amy0>S?TbS1%?Nn7T}w zl&}u=${R$|cGmyc?c10;GCb@@xY7{HTA)l#Ha0GR7L|%f_PC=?%1NUU??S(jug7Xi zvbLRi9jsJ|^s)#j0MM*Xjj*n;3w`s+#wE*Xkcd6gq=oUeVW%l+LnwE+r>sSIG6wfi zI6LOqR^*Qs@+QQ>XZg{uAlyE`e=FT2K<#T~$l)+of?#B!pl z$xS~4?YmlEp9iPaR7d29Lw!yAqFB>wi%d0q+|VXfZ2e4QO6+UJ+kc3PXxcK8YH6F2 zlN8tU(h7z%+U>^{a>+#can#!#Ud-DM18U~`2ez&f))D6Nf9psjplLLofD2@8jTN)? zobzBTi~ZtKhkcUCkf;9fzK8Gatlg22d2o2qJQ1wRgex7Ul-Iy?wE_Q1ZBTwjR<#6n zKa$cZ%zTy*yXmsZiL6%4_TvI5sc*(Lm!5T0uZ$TK&cH4!^TEIDNZI}5pLSoiaHu_V;zWCy zb5LDZ?B!tf`O;oHhf~Wv>f)AVMK7&mH@Jv{T)P&4G!gJQPRz-QxZgRJ9Jm@45iV;$ z#fV?yz~&xpsXWSScd_*OqS@L@4`d2H=8eZHpa4F1NLAz)n;EJ4%j53wz_ks*nTHam z#xB&2@B#=5;rHv56lcCFx57iTxYLwt7_^C3>>B<1tw&QD{*bO{jFSRe&b2UGG9<#G z7GUX%`~I0pbH#@g&C);3tvNp#$EvCZe!=KBsTBZEx_fk*TSgk@m?+iw)?H50pmMOFdluaEg&i>kn{aQo!g(^h;J6!3oBol^gSAE#Aob|>dd zO{hY%Ctr7>0h=6OC8N{iI?mvk2>}N4CN9S=U0hTKLE>0yA2gfvhYwV3HDCJX&MM1- m4_#G%4a)S35Pv-V#<*ekrWe|-^NA`Qemvb)N+(@5#{3VTNZDfm literal 80561 zcmeEubzGI**6mhb3=}L>R78D6B^4ENFkg7Fr60LMMLage-;fM;wK+ zSb6zU{Kn$j_AU6oKdv4VmtT&T!}3da@%I(xXH>3ID64hI{}zRbg&I;QJ1F8Oj>=#2 z?QgMFSE!kr|2ZLAa`*0Q&#zJZdhDgU3|}69>3#gw9tpk?>uEN-;slNrjoRM#jyGnf zT6}sJ&r~_g{_2LifKrIwJ-Jfa&OcZO+qOHD6?QE8z)-eAtE}MW>G<(Rd*@QY?xR0U zqm${Xc+M@tNbuTM^tFHS!jCRncjhhp=pwo6|Nr#=dJd#6#w%B+m^5WNwYf6eo!R)n zcy|M_R3!DTVUI|03fZxxt=?)8BNvOZ}!gpPe7Al-yrfS6A1b#!=HNVQQnk zD!=@D#T$zDbfFY&o?Sih7>Bg3*Mrj2jEjEv0i z*jUYj{W;(JW#?qiR%HzskAAN>t`MoHATR&i|Jv7kLed*36xQV>Bxa=KvhA!qIFtrs z+EN`Rha)tzr!;cSOzF1?25sO_3{y)rm0B^fV{D*FNo?lF&BLb6xGILgyd2xc<>r!Q z^q(%o8+^&T-k7NGmSNQwvTnD;r?Rs1(Q2u+y)}{BN+)M0+IV%|{gG^3C)HKt@yyH1 zOTuekbc{x3Z=P}Xrf$JN#ZR2|I;k8v?ZBJsEs9aUZxvuW+&>|0xzIV4*4v&t? zM=D15m!@0xxMyW&>&7ed*bJ&?UOc2%^5nyXiYS%D%O8nhGPIm#hzTYkBv?BK6~%3;u#yQ zI^R}lJ3T%iH$OMKfq{W#|Ni|nG&F3&!s@v*!;&$xZrgXhiV@Ra)sTs5@~ zh>nWlJoob8$(=iQvdg@_b)SLlHO3u@X}j;{X7fE)zl{0hi4$S6!4kvcTSYO@wnn)$DfPjFRnVIS^nO*1n1jjt}RZSX`#6|4Kt1){R#(sq` z>7zH7t*(u~SYR<=wr$!?Z0?um;1UXDklAz1Vv37!a8OX#$p;(le!N{aHjz88aoUZ! zW@d7vCR}c><9LI9Z%bxs^w4>+*&vxWr`ULSAUgtMSk?{iO1mDh^Vsy&Ed=};-ZVcw6CO0k|FF34cP zMryR&51X|{oo2Q@(OnjxR2QS6kZEl)(3-7wwY#*YGFUQM@ADR3qv}t!^PPpyj9RnO zNi3I_OOxOzc)YD@<^HU|@qwmpL1x>{+}bYRKKq0saM`iUqN1Wx1F3D~rlM7oi%fl$ zqLg20X4|oGa7g+ITFJKMIC^+`hHMkEHh6by#TMafanVDcp6=@U_ALZg;b3Jw)6>&~ zb+0Rbbv)U2MDO#{W-Oyn%onf6CKqI5V++w?#Gh|>*Y4_nY|@bMVf4oj?gyLp zo6gNm52cJ_ZAMC79-^-kwCKF6l5$xk5tBz>uqvM$(`#IJ*lyIIihEU6Sy@?g{6*J% zf!N%+3`52{=@&lGsx?K%<``vUX8Noan~77wFx2d=ty5H9pIDKonrviUx15fSmuuq# z4Yhmgc9#ry75jMY)38YE?x_kjnRl8T)=f03i3q`VOLv;J%XC82@!q^~qvW7&(TkTa zU((m5Yo0oFr>Cn+w-%vY*Rf*73fza@*|QI$2ap}G@p#WY_;A4q5o$e))im33N2fMQ zr7FvAEFxOu&p+Sstjc#7t5F)58fs3j8XX?CNIR`rSy_2DpS$GaqpeLEZM}^X^VQ*U zA-TD^_?j+msSrc&+}UxTmWk~dofnw-bY?6>>4$a4D3m9mE-sYpxv4&D z6S}R3lRgJcetoe2^1$5O9NGE#yf<##sD5*L^*}@7>C=yy3MaCc(QOH`8|xKFQq%vX zo~h0yDysQt3vcDK^P=IqPCqt4G`R;MmRNatYjnmHOjqSUadkZ%Be`^`_B^!Za*7A3Whcnma!`6f*Yt#ew7aZ3T9h zLde<8nHL8dljRT=Ne+`18foTl+tvH*pSZhQR86BoWV-FX1+;XY^N-afup2D$gOhmBg%#VDBmZrA0wvCIC>9j=bMy2~|qicf1*SpevkDm7LvSI6b zc}SlJwJuscT^8Y2_u;{&fyeW>BfjiAW7#U1*3n4*o#r#R<)YHk+SY9Q4eQojuqoLh z>o073P-_f{Jo5o%C56)2lQTV7oIH!|?e%;;vx?)-51V=$5U`6;9q~ zc#4d8?AVRkXtmIik`gSYom-#nwQB??kR*gXnoQEOzJ4E4jUx6MS*{NS1%1dqN)8TL zoEs%`7DtIc+Y>I~!R{?^H3VBK^h(Fa!j={dKOvji_xIK-BpWG+3mkpG!lj6Mb{EG=DrF7_qTD88*P@A?v>#-#A2s~7_baKIObhlhI$+gjv^3e`^N zA5{Z=2P38 zs*ur5ds_Ku*P#;WM5`p8`uX!`W1P-S00>=V!t8+~7J(5n~M$tC zH~UlqlJp0H`nb>20j(mv+gyWotMt}3kzr^1BIQvqr)m9(vtGl*-54CCa^?Hr7bGM zp!RA`l9mv`J*f5c1IBeR9xS{D<$1N^#rt!^tOpwD+iOt8O{NdDu+Uy1&06(Oc9pW1nW$i`d!N7^Mh#Hmjjl4ODg|l#Q{z*j#Ki4R;GqZixgM-qc;F zZvOuMsY!eNsUk6QK~HnjGQo z?*81{o4v>F%2aP;tf`%!meb@(cakSvFQ%?@KqXfXF`NsZ_?U4b9#NR;un)-e+QKRu z8X9gnr1wyx31c4Z2@PQ1vExWfrcG)xvX6?`{7j))L2dziMqraamj&a&D{RuXfi))IZfE zgI5;|9vjZhOu7d-&ri2m7boEhLQoSUkKSBrH(a>4tG)dd%A3K&U`xuQ+#v=OMUm0+ zY0oLn4XO0KK7*8)L#xVyjZC~zw-DCiD} z?W#DvT|rjX{qW`bzyfA_POVty@%{#*ww!E#yIwXmQo?K8cT08-4Gpc4c(j#Is?A~K z(MPxKvB0R|wjdCj@|m(3MX$)u@S9Q|c=AsvF9kkJ+C) zBa4($j;(L9^~18IOM6Khf`Qkhn5bFxR*R!EsUdH~|1?qCE9PdWcZ<(XPt@I7v7TY` z=I~p${y-Rjdq`qcnCP|EsS&6lX4nFqc8gM3Q)LXeh_QgR(&Fg>~POC@#4v>kfeOT(9>70T!~PQe~q#tbov zI*gOO#&ppbZ^)@fTe|F`bn@@8t0sLvH`I>i%cj-#G}c+p!XhE$?911fPd4nn?G8V# z=ieD1(^2XtG*-kBi@c;D(fu__*T!dt|fpBZSL)v+i^z`(G8*gU}u$KsE zM`9p@9?F@H$(bEjBVDBrpP6FE$43KGKoF{1`Ap@}e4$s|_u=D5BeIXMMW)6FIC|W& z6HJ3Fx{B`KyC+lVzB}1^K$V0!R#pb%+^}g=C<a-SJG;^6>&%h9bII1)q zT2DFBe&tKvB870-lS`JaDlgdX+~03On+@P$j9n?{G?Qksw5nw|)_GRaEO#~qU_BW9 zNL!74=HeD-xhiAd`VYp}l?J;>Yi3cI@V7 zCsy_|19)2*Ory;6=oT^1EM597y*eRIE$dpm)9jeiqisU94Z#3oTX*EK-`c0176{}R zi9A4XE9b@sz+-;KZ6zgV3BF=iONk;dBTD5E%I2OjW33EJ@!6@dD&yE}&p!86D8hZc zwb7B-0>)q8-^;l6^TPG!H-MG2baXYOwer$(QfbMsk~?$e?!kixd4S5AzV%J4tK#9c z?pIDWtU84tzC!No%hLMy*=tC@_wn(zNW@`;)9jQg(wD#ey;UGj(BRa@>EtsoF+~Aa zMWDM&Iqj}RHV;|{uLz~sn6R+0%%5N*()1ZdWj`Z{86z@C#YS+3e*N$u5}?wqC)lex zV`6ha^w)% zql1}4M!$ZvyIbg868Vw0gk2*esiot6tY&ruqM0ng6xx8{v7kSxq@0V;b%xh#2xoyB zw7Ws<&l$T18@b$(`j*mdxnw*tJY0#~5{c@*O~B%P?cB^r8Nu_aaoUU8LCWBj7O8yf z+Ulkp$4uPfJ~1(|OzXZksWyYn;fVg8FK=&7eShQD+0pR^$**zBadxbZzIfH{p3$Bv z{Ie#N@rDb`qi3LGcA3u>x+-LSgp<^3`|xQQ)4zzRKfg1Bpb=1 z$+t52oS25zrAt8>dqpKMA#((-R)5HAj zj1Lz6`>tSWf|Yi=bw`e?2bb^A7egl@mC^=j>< ziaU8t8hLQ72G8aDz`%efbY~%L7H|Q99;l4LPj{W}MXx|`6zQ3cyV4ut`lXy&?#pxL zR{!TorpyVh0&}dt>AFxXf=BS$k3g0}?p5OMhThl;=x!sVU)>1u-K+%8kYsIHIXQ(` zO%db^Mdb4Ns)^PV6Q3=IFNa}sB<|x7yWE`!T2G~7Z=u0jywhijMU0?Dxs&r z+timY+UOgD9Lmy(zmeu(qy8r9PZUb?@yT#LW8X5nM|9+4J|y!JiXeaqYsoK6NXV`A~AXTW0wd-Wfr^+1h^KvO`F{V6x* zfqskO-N2!!Bcvq*&+Df_PcFeA_=mE&3NA5K)<4h6m2bt@vGNCfdEk$usoO57aPkGL zN=GF_TKtwW*g;F00#euk4-e^=mLvw~FxtdNZ1q7>`t#2}d9Hptd)w7jh>34i{y4dJ zO4N)0nxB!A6*pMPdpQb5&U{i*}`+@|~;VF1Q9ouZ|B zbhg8^_TGn0BET<_w#Ozh%Aqjw8{tP0?d)1PGa4~uZqibJGQ6{2wrC@5iJu+qD>E6b zNt$0R*Y6KzNoH7{j-8n5i*2juOaHTqXJF1&Wc&8*h@Dwe&*x^gHB5|*VR?CZnd)?8 zl>W!A4Qa2p`Lch{?%gLBEm}moYE|{C30mOiGPgv-f_{(Fy8EbicxNwE>YG1vtu&wOcwQDob4G{(# zeGB`612VFu_Ty#Fb8^7WPtYs%R)@af;v zcIx`|>%Eo14@gNv58vBj(^i8tO&AvRER9oU4GAZ=30g`U8ATvSYZCR(Yh+!M$+RAj z1t|v{sH;@Ooa30jc9fUi(p|?Feu!EG)c#|Gq3*B*j=wlWDZg&@gn4xzMC7uj1LT ze*Lq)gS?1f0)SG6>_@-9B2*W_p08iO9<5a~Geqk_)S2oS4WW}KPc}^LVPPS&4cJ|d z>BTtBgbqW1KtM>pIqgy2SmNYD29U#=wnaKqIxZO_@{Si~`#&I9i_ z*!KE{E5-V^2o!tmuLE8i10T+ROUYdxkiE(7k?p`Pt6k^;s=6EnDWS){l&++w zR|EhjTOK4xq~r8By<@4bz#H6}I^W4uRDPnHK>RUr3!tN=Wsl1+^RRj|3C_OLuDQ{_ z>CM$8ix)FBHn&`L8f}r#{-xiQeBLuNbDGXgBi-V|cs8$r5W(yZH$UsnHci?DFinwW z{P5ue+rEAK>T+qM)7EIe%6tFuBRdPr`vzSGBXoD9jl}4Kw>!_skd{Z&etQgt2=5PM_cJ+tX@@VT*ZNJl-5uj)5_1x+>i~31>{F^&)>1+@ff)JPX+*-XPREZs z-lXX;@8$aPhOR(L{IZQdHYH>G6LvmAB{9Tl=I3dw-f^-O!Ef|W@q%XpPgjGGd>-3J zSSR<<8YQi+NM|B~{raKfIt~~&P#>SKqxfWu%{KMmbm5j;*yLnNG^MZi1cXmY4Ude- zVRc74+{9WvblorzvG4Y|fE-jW0OgC(@;H~=!0KxG+qZ8Q=I0*=eJvL*8_WYvG(9sj z@_c}(_09rxG%Q`0)lL1vEu&X%+GhZmilNFI&xAjb>+{ zvF%z19n$uv_8G*2q&q#c@Qb0krUYF{a+jbfRnh9T#G|SJ)QLmdxxzF_0>uMb>-DYjW`NDxjsbIR-5ntM^0s*z&(5!fv^#44a`C@q+fHwwKW#{Kt#_m%@Ub6(-wN3b%bYESp z5?JzNi!KRqcVsC-$eiBpDDOBmT0v+Fa+8}kZ*I)CPbFNwMvg;+Vx8pv>>$+saL}0~ zughm$yFvtxW%Nwt$5)F40eLlM)1xs0_jvZ+y?ecNu>m)3-Xtmp}NE!OUCgEj<~l z@;_aDW0lWMv`;WH=h2E1agtQb*^ce=aeWi-R_rSk94C0{I{CyW=Nu%XDaIy*ZPtc12MxvvQoic2No1dwP& zmhDI~{YX ze0^Sk9rGn~Zj}esCk)puYF)I2K{Tw~l$pNy!SM7U5D=7@n{Dm1VtU$dbqP6s^WCxr zE~TryU{-G_k;_sTxEFIWyjW=B>Y0tF^w-c+-7~}M{?fsv4;F1}-u#C$D>r(yvn|xV zkb$x9){4G$#~3vKzJpk_k$Opr`j-DIKY3>+t~}Dd0h}RFAMyknCud1R7xgP>U!u7r zd6bLmb3<^T%i6!D(aw~Zr!QZk(d-wJukh>s_H7R=0s3A~&Cu?<>o7v6C{&t<6(bA_ zM!R}-9pKW+G{Kn~WzLPa@7!VEx$|v9aAz@!0kE3TBW4j*n~hCBOuBKOdFH^;9bR4(D0h>Vc$x|##}*ltNrd7#2k zKqFu`C-5Fw(e{jYt|*nJzf_~EGTqdE@-6G#vQtN=IcmwuHTNx#`;w55m}qsN@3rt^ zk9cKOTUMVhCBurqgNSU=@#_2DNAXvhgRwvAjakegXd5+SwVQJg47Laz~%C3~FBG zD@XW9jH*H&q5a#V1@-UOmz!JoOnm_WhBfjbn({dOGKY&s3KoJ0g-Fjm=e&c!sk9FF zy%e!eAxt+^o5F&E(}X`qRZG@>yBMnMB-l6NPFS$f)aNXvXEMkv1+jxoB1TYwlamvv zI&V%r0+Cj&emrc^lBF=*up$GIgaRK4D@H@KOI!lf{{V|P=>{g$bDgqT*aQU|2d9ly z`m$1T`i3T3?T5kv@rJ>(z;?ik0V7!tdVbso3Kx2`JWxBKm7v3gA(KEsOzq<{YZXQ_ zM7Ld3xUTP#o*qFtgdohfXT(lI+z?5I+_FYyN~^=jXLYgt080ez-&?yh5WS4~+7S?JMI%-*s>u?ha3DK(;UAD~4d35gD{=n3&37Nf z8kC7}G)F0A*8ppH^-35)w0yIhUB6fAdxL&J4NNtAF$qNXdZkBpk~0_DCg01TN-`|E z?!SBYj!ewf@ocC0$U05?a|Dl|ER!jooSZboO4|)2*Chd91EkKQ$1k9Zg?S+yTAZ?4 z%4HdlpJTwwkm(gLFE!XkWj z`sBsH45GJb&av~;Q;Vxt<%mj;ln&bl#8~6+<*yonb^Wiuhx|ZnUO=eo@b{!OH#ZYQ zkhnm5BPo0EoPDazMHo#wIofiGJ$(339z-_LLO@l0haRJN`EnE_1;FIzu_91{DoG_F zz8GY788>DTf>gPb|WY=%H= zGL~uHeq(YhBldHUmU{_TuE~}3Sn^YBoui3nnt6N5$4F2-#CZeEVky}T6jA{vNfd+> z+pq6es7+&`OZI7Gynt84EPKqeMF7FT!=V&&xo-TMj~TI$fMZEAJ})kQK=L`O4%{tB zG2B|b9;`C&IJI)JYytFLFJkC9hFo=xxz4%An}8KQ|M+1J!_HMeL+gU50Zhc9)lB?f z%uT^8!MC%Sw5ziqolJ1O7`4>Wc4Y|(iI@)UY<saCi;G@guCJr}OW2?dD2D}f7)pipTFi<@B7j(lqdY3NM zkGVa5d>DVa+ne=Y|Luhu5jOU?eowc#CNyL`5p3McS z!$1-tnd{lvWwgX2N?u}KfMODj%LcA$dxvb^ut67hQW_xE7BfpOgD-&~Xj+$}TfDI< zKfmKnz@o^Rxm9S?T>8G)q`iZs#N`xB#6TxIWs-o5XuBX zZ0bk;YBM`Os0T%#Kc9oLm}(p=AMOqs$wHEM^PQcmSFg_8d_WPDNvdTu+W2leN8@u) zMdvL<%#eT}n0@7H>9Yp%mWNcB>S)GzXV2LeJK$Kd4=^QyGBgPV1n3wVzou<~+}?zt z0?f`-(Qj`jl7WW?mE8w1Ph`hXscmZ0z#0mU#Kl^p?9T#4&6uF=I4~a6SiM>a)DV-=r-7?Gx=QSx z^@}Y79asxlksZkJ`m!F^{0rrFQE z;694zuLhYhaAS=)@zPm{#6p)#b%<^9XyR9ZZjWfLBAq{o1))C<*EMF^#9{{pfxrb% zlh=L?sd|(^P!!3O6y(%MbRqFGV;tvqgzil^%x0)o4%ua83@l`b70qR8)ux zMc8k&8se3=S8n359lk_NH^iuCgVWuFjUY-nk?A2Sj)<)mvbO z-OC{t@(?W18#1qX*ik`grk;zHV?2_tv4DDuKP*bKc*#dueN` z>WH8Do1a1szv5t$GGo+k>CaBe2}w%g$s9)-neEe>uS6TbbM1$=xWJ(Vux>S>=eMin zqDvL81W4yWB@piWWa1X<^GM(Hx(`cwX7^0@ZXuzjTI+8mn_(W}*t6%`9bR8p7l_u3 zeLz5@No$r0RA2>V#ZM-96aJ^aU}iAII1rNkeZJ zN>VEr(mPZhRWPz;2tFmksu9Hl$c)qnNF9BsxiAH^$iw&O+UI)fmI25|zNjucXKUfB z7o$4}P0^bRc9YyUkXAM7!6h3c*NgN=>lbdg&U(00T=&u?{^X^gt}_RODGW@DIr9nu z>B2yLsu494o1Ivhg{Sp&bsH83K6$dnq%B7SZLZbwIAS${BzOWPC8xb40Awv>A0tu| z#)sO5%>C3HY1@-YLpIow842%$pyO21x^?T4Ae9689FZ;6)JVU5vUX~BIKT*f0czkx zXm7lz#!%ztqjd@URD@tS$dC8AEsC#0ag6S7#C2l<<0Ann_#9TV{KkeAsJ|e72iM5& zW??x~WLp-CT`NG`+o-b@Wn%M})tL2Lwig${{)-i=Kprzl6&^A*hS63Lc3F^zJt60t zpU?eb5}xdQMqgkt%~TzsAPJNR+V^x!@nN&>5wrs8#h{iqh={6&zYI^cY*lQF7VPZ$ zHSMo(yM)&0TD(q9tWtAi+UwIN)?Zj;v&biHiIigeg_B5T9LT%GK7!ud+c-BiXG#L4 zAj#3pFPgNj^`8w2VXXs&zyeD*TxhMMb7a9#R*7Aqet;l^3r&_nVu0?%=<7NTF0v0> z`{1hlluho>6T|H_=j%!`wtMlW#WzBQ&EL~KsoQd54$5mfvl+~4LB8h(V(HT9w~IRD z>)ObcF72sXs-+aGSp&}%CuDB(FL^$--;meZK$T0YRgqzdGE6Mz@MOq+whDTsmq-HqqFm2$0#3yBe9vn?NP+m+S${92n}^ zx!bhd?g&TZ)=aATlb^hYj3fmyCP0Y8Y*qQ049x}ed*6q8#j9D553fUEg;wcFtD1i4FgI%?4v~_-_ zTPzuFcX+3iVFaZ*zCns3&qjcRhD558qnVHFQj=k2Oo$A;hnQ6`_9VM8BVwq<##car zzdXAgEg|8-vF7sl0$6^7fvx)hSd?HKAqNdko;rn&_b8;KD%7ha*l5Ra`T>|bv+F<% zxIsv>JZNi(QS#Vr+6D4L301BdPEKM^Ae0qUADr}1BXia1A`&s7 zrC>aY#bA3-$dpKbcH#Y9hZ;WQ@!fm&z|&|5P@l+b_kE|IsG}<3^GQ{Kt6x1Jras%= zW^#I(i5K)P%#LM)z6hysG#;pD z-ssQXVDAyj7}34PAdyw2JWWwBo!(43aBxufA3v@I56=rv3xN*E+0dcXa^}BGjEqp# z2KcUa@7-$*s|8p+GHYXCDEa$`z<{!XbuvWNC#KIBm^DxgMdp5Wu%k+2F2`U-WCvA> zL?{b+f#>4KRU$C>rZ3%eN2l35cMlqv{W-smA(SHsWr?yZ?v6Em11jN6QNz`qE-$TG zuz5tnCv7@fCuvBED8Iy$M8twQpvYdhTiI0-g8tmK3tj6Ahk?o6U7R{+rKD*l;+DH_ZO?t2%0Qaoa(Xk6Bm4Aqv_<@M&rkd78RlwT$XYd zF8rCBzu`hj-m&ZV9zDvA-p+(x#;7t-+~3DEb1^iacN_$lnXe;+-u$f-?I&GmyiV~` zSw6}&+MSdcalR%SDsyD6zeameUI3BSfprqQsXQU!56K09lzINwf3ku9puaV{sbM$8 zg-+}lxlG-07n)EuG{-FAV9BIn{-7|aIG-ZlWiGmylm8s7>`rr&`rtrHVbpT*L-hxl zUf)2a=YNU8Lcl(EWMTMx`FjS*CGk;1Vw3&LPoKOtAJSuGVL1U13hmxiYWDAn`K`t3$*V?3CpkBo#YpwQ%V>rK437nK{ zGo(pu^X|jVsYE&;27giq3Da$AYDzK~jGpFvlH?pFh4N{=JwA(6RD@FB2Yl$b9X~qDPDe{w!Pb;9N6x4f9&w!=&=5s!9$`p=Z!m z)3hA0Gr-u!<$*_2NUJ3>-Jgg?pcaCZo^e@esUnO==qFzzClP8BTaYVl6ZKk@AI{6; z26dpAC_(3hvaerf>KC637GA9h_eSoW=<{YdlOeFq!K>1osk)zfA8CB?w|+2N_tzgF zZlqT&jn<>zWz^Jg7UA`qH)cIkPoF-;E{!u@xpJkPvT}X&CTdW+1T8SZ4avl76uzaI zi@3JnOfJM>jaMyAO-41)UMaRX>X;GQ{lA!-s9hUebvT3uAK!j7z~Yr)9~m}m2tF@5c>>1^ zU^Vj30o?&fz362Z=~XC{`Zd}cWTBl+_I3kNAm)r`e*L6Tr<&*}c>%{=ZZBTHz}YuF zms+^3-)r>uY<=7^>aGdg5x=Z9`(`K(=8;!k@LFo_{Kuc5S<fg_{z9pxQ$m>64p~F{BUvFo-Mc(RiDJ*J#_bZ<1p; zPR{1m2i9@lDk;4*VmndeRoGurnwYPbINd4K zwvcS&l35~`>~KPwC25%1?KHDnK`##fAh`KEMkYH)CK*;OjeflNnT+;Z9?e)K)6}M3 zMzYT8Kc{DDZy)p2J0mVGgHw#bnM+cE$ZjhAx~0VZX(BeijmBg;kwKC~<{@;Zr=lkXB77G#hhjp~@2v zl&`Pv_XOf|BB!6Z7tGEE9ISC)%aLz+ae|$6Gl03Wpt-?!R)5cEH&=!R;bviB(P@#+ zbLrC>;^C*O4G#+=p1_;BuvJEcg>erYpbnpMLR$O7D{_1AoD#nbSi&9R7W_<)VuV2F ziHz4@^yb#Nfv)EYY0;pqG^Sm-Xz2&8Y#UshZ>@2%Lk2fpV*lF+I`6uegTAY?Gb}4h z9gun|fBT$y;}|)|Kn{SxY+nn#$bPn8UyK|#d+y^CiT3PtT_4=(WNOUXa=s^^|JQ;8 zhj;AC!WhpmC|_a25r~F{26vWxZmG;x_}L-Z1T~pva%GhCSoXqgR--da=LL&53}6_1g*tlm-Wt#jEtOT zOBZH#6J|btsFE6_J0=}OCmnK@7T(qdiv2`4& zO^#9%3!ub{_b~VCv@~T~TicDhk8zsQ>TLDIQEzj8hoWI=R)%b9v7_V}kqd!Y-Qv54 zG2VIJNqldN9@U*o(dL!fc{!hOXlNh%fVE)5IBq!!KR=5&&Q|b;PP>&{|B$sH`yV>- zE&l?2)USf&QHT4%1<7k@_<`bGqp^|R6^}j$f{!f>>{qwtJhBElzt>sRyL$1i<0m<; zHf)!zc=~!Fia_*#m+9e0~1^X6nMA zLfY9Eu*RV)8{VbdT)gt1ej&GfAKQ&j*r-!Al|n3Ae68qr1ch-PEFB00VCQ*{$?TvE!y-c2O@(xzGELuVi z(PqyK7f-cL_Gyh}_>3++Kgu{U)yl)F2K2H+2Nc#Vwq zL0ZlSHFb4;kN8@pt*nv}o*R{vc8%I)TV%EO&Zqhp?C!sjJ^g;<0=e~JA-Dr?=+9+r1ao_H4ir*ViCu2wNQVDVe!bX z3$azdZdcp|RuDWWA(i*iV>O*;tx#SL+L5Olz&&T6AWXd|MeTLo{Z~ZSg7-iWA_`%9 z$TTVfzdCfyNAlbcOZWv&Nk*V;IsBs95r;_VzI|GF3x!7U ztRoae*mL7G9mf>lROk)yF?G*xf5L)&4kLv+acS}IUbv-fR4iqjUB@AtHaSmyJ-wp7 zG1VsvA&}SlVoC7{n87_SFO>N;=UL;NnP2MHnV+OB@!xz(9v1GMyAXw#|h{zcCrh(d%n>2#{ zAwY48n@~Zc&^F;@(ey?&srgy-g*s zS21~3hDw~jqIT6<4nJ?RkSB0>saxCwfkgQGE2;~tH~k8$_xw2nQE0Jh$%3?$2eDp7A?UXdrY?J4@WB(FE2W`Eq+?%gze<+7B%?dGPRP>x}s_?wipW^KM_tz1ONgk+#6OZKqbEA77$fYp- zV<{WHCX7Gqf2(G=->J8&odUtB6G0lM=dQE#z;WTpf`hW;5MTz3{Lv48V+bJzeDuJ3NT8+%F60ZA3qa4Lhu7Wu|}h!A}fC= z=SppUP2_^TVw3lX>WD{-sQ$*?dE+Dv64$)bWU&@W0SmjA5?B+68OM_WV4Bw?fn0xv zpDAUg`se%iCj|VYBoC3x>mR$m;W&vcZ1usk4tmIT%G;JvwBybBqdu$gMJ8laRx-t0 z@>;r@>FhlcFij-o5$`4}N@$F#V4f#g1(?`Bq1DZ4bl1wtMU)HC$i5ym9!6d@Ql$*W zMQ_Ymql)&kb8V*~JKuK&jUqJ_6SF>A)+AWIPSugRUp~$+=PMz8F8=a7Z$$j%HoW)b1}yqm;{mhbg6JA@Z68= zp=V~9c;L{;13#m-nCy&Tn+L6fJ>5@3a|0DQse&=zvY0ECBymM*cKPZZ zI$wB$-R!7;PRm%6x0qedhj0qz^HIDXiv;HkIio?u6eQ6%6_IPCd=7uUVW~e3OJna# zeg6tTXcQw(9HK7hJ%igpB6viW1^G#6YHa;^;VX?}{mRWj{(#zWjhT)3d>X0BZ}~ITU>l% zlZNF}CVE$E98v{FIhkwL&ye-W!ZrU&ZRi$e*uV+8F*S`LkNE(O53u%+fcV=-3V*EA z7za32NgS%d!xWyk!skwsxqA}CcESz2ljo^?4k+^=8DD!FMswrcVw!i?6B}cA(&d9o zE0-3}r471O#9qx$FN!V|iJUI6)QixzTeN#4aD`Bqq{u*y;>~C!_C1_d5*hxqtK#0*y=PwpLgzEYnG!UKZ&(aL2W}B_a(JLe z*eq`j23oc?^sLER5$c;`_LzAEbEbEh#xr@mm7qykR%*z?NC~t>u}(5?KQ=oOFkg)$ z<{o~2(MVU`2?3pm6fKuhp0`u~s`W#PBwRU8O(j>D^r0Tf$-QZ8RIRD5X2qAHbA+9O zYg!wlaH%raO{9nalL6uiS?2sG7;Cx5{^vxU>` zVZGf@_JmX>JTq6jEYe3Ij`uQ3{5V znl>^pgarnEi5kbF%3{$)E-j{ZhGi-(keTsXD;jWKG$8hEf;P8-%$E1GG>Thg6%=-d zj#NuN3k?c7VP+;ys2ZE%&%}0&q;PS`E=b=VUS9e#f4*NFx+Y~Os99Rqd^DnGkG%xO z?OWJv6s-q~IhLB{OzI)A@$}4NGlg`KW7ls&R}A9$NR{^@H!onXdOEeU-&39LOS~H6EM>FR$zOVKC3)?!-UTn6rRAyvg;6Ul+9}RI#8OST~G3T#RV8 zIHGSXF3ZoPC?oTfSi8Vvq@T859)7T6O*zEK7^EnJ`ZyiM zj|)JAp9^U~=HGOWo=30iCQMD)Meb6*Bd|a<>7j3?wrV=`RGtZ4;F8FJGjW2{#X?%y z^RJkwt03Ucex+gy?)A^oQnxWEbJIOr;IvELvkaOn`zr_jA2_XNY56=7Cf|HLDj;W zrLd}O*Lml;wBvHL_F(4|o1 zD$xH(38IlWnqYvkj*q&Wo1Aspz_5{Z4Ly&oPi3d9hoIzE&dl~_TVHE+-?{3c=4Y=c zaM151`wPt@D6Me|bfLD~Ke2_Jx`ol6J|ABlR1VJ@&r^A{cnKvic!BLZ++AcIezE(p z=RmH6g6F_i3Pl_p)L$q4A=+^Gzws!Qwb|^*JT5PD9LBOux|-xQw4#p++8Qs`)?Xp>N?!kMPLaA2l*-G?ahhVQn)pvs^Y0x)zvN zb18z;zx_*MAhWCW1fH&y^1-8BwxDzy*JtTqcFBp=6#m42=w2@@a3BC$|7R@g!ess( zX{!pZZB6dNQtoss*yUDm5rK`@5#OKxdql?n3%2(1Y}pTC7Rbv|6H76fOm;_i{c?hzzXfZ#oE5dT@4vCXEb zH47Z?750PLzX?Ufg6sFFMET|S3qfeybc8kVfskfY$J-8YcE;9s&>2G1=d-uR&heyD z?%L~}aq7hEyqoIPAeXIe(r&7LZlS~%g=QzHL%bg=|7q4rj4 z_#R$Mdz)eTvgeKa6=GH?JxeW?^=vkJSvAga(}VW%Y94zAMtsBOh0%Qc9b!$+9ub^P ze5BN^i(2TvsK9yQKL3lI7Tr4d#nhxRvyiH4aIa7Td6jppfa7uGxOud!tekh&=Zvzt zo=0VEPgu6C*#7iTMfmfeXH9P3MUS-&%(d)kQ3_)ZGC%pN|CmqbWw#GrZuzewjteR} zp50`X#cDU*z_hGTvw)OLIub+LIJo!tdzX@?qLooHnBTh20Z}W52$9Dk6+>=4$~T+% z23x|0Q;U2owRm}XC1NCMH!O*LQru-^amTaP_u|i*j&iAir0!pZLuKFi&x{L@+vDFr zG>VNV=oLRRIwbl$LXsXP?J?u~F+W$gj{U}lhBPlTu2ZU6gp*Q7QJ3!de-Uou~&K~O*t9aPSqo)r?UF5?%u<4Sm^iy*!9UKa<)r- zAmI@V!&hYH)AGGY%H)-jADEa{kX8;n!e8ELBJoU8p_kJn?sENOoxfpHrkAB>H=Nxc zNU%KR^5exTwIVYzRN)4!0QDE6%^gP0xW^YTSHTJv^>}F#yY-7WwSxV zF2KxH3oz4LgqGaWk$!3IcH^4b+TPa>_EmzL#)GZ+$Rk~$;`otgte}5U+qT-kD#|xV zHKFcA&4McRYmCD?=y%DX9I4u^yp1y64Uq+B*r5oWbGNKI$4Ag6PVB~iD8%>Ro79e6 zznz$Z=6Rc_gEAf$5nm&-@DE$jd@XytT`UF)y#a)KwB*l-H`Sox^{G12adi9JKY#XY zmsfExICz3ijfZn0A|fnd`!a?NjF9@0A_Q4uhO5w?E+GeB$pZz*L3TU}h_L8eG;DB$ z+pa&pfV2d}%OwHE2$ou$`~Ub|kTl=mE69PZ7Ta#WiY`PeIiW=u7tmxr(}C2>Q|4Ab zODnkU>&pb_$sr`9MxI55N5NEox5JaDY7=yeM?dXyGl192J!r-HJz=oxfLXCidJpuU zg{O;pt_jnFA@`4~ABS zL()+oPCGo3)4tIJo)c>fpl`qPXouH5qb|(6O1Yri+lV%IhGj1!n5SHVS|DLpe6m$5< zNB%7$FMmD#;9rY5o&R3U;mQz;ts|#>WHhn=DU`GAKd+IaT(;Sogz$WrcYi%OhRx0R z(Erag{2r8oxO<3{A35Me9+3bqe-#+y&WUOAEDZ7#H9XE30ztw-^tO2A84_qujx589 z<4!<0j`(~J_R<8UTaKg9uuAWvp1vjz=)q}7)-}t&qoc2brH|)wJvT?kf)MJv5vU$~ zv|**4RHz)>3wW9ckHA{$R~#w+pVXHBq-XqpHHXaH|Au7F1w3Na_FR^}R^kZuH-<5m%_lAe}3#K46LH~FB1Mmk>Tw?LedYqv8 zw9_@8bZ2-Sc?cvCx4UgxbTVa{MH~pyxTAY3@7H&0B_ySu{k3fWN#48T6sD-&op5qS z7aLB|acl|MdrIV$WLakQ*GuFLF3J}ddeDDF;Xsb>iEo3I!KgL`j{AsoeQJmzk3k&(|`4TU?BYM|1K`# zu1m899pMkGb_%!9P4iAV=b6x{SS;eq{&#qgLYcnz4-zaK90xl7x!t2s${l{U(EnCF zAhWVy261`hC^LDRo>|ObLFJ`zeo$Dx$mi#8a&&ZX&PG8)DVifgV{LW|wHbC(_(}cr zT>)CoJU!vr^Bd*)xN@mWJupjzE6_k$a)PE9&r|RdAJ8RJ4{7kd>8v z?&tRxk>5oD3;OKWUm9iK8tdS~V0J6d!^+klN{OP3WqMxk&g=e7>;A3vJpVlRy4Sj{>+Fp0_w#wb_dfQqkA3W0e->?8cr9<= zdFw?7jE>|tCw~2oGx)au1@}1V|F>nH_|%HhN^AOVs2TI0TH}eDv30&j)u?lhNAzs` zC-)q^Ql@aF{rUP zCce9HpgVR?f!!YGu+&6 z!7TqB07j=9a`6U_Mxa@w@qs)ktx~hGV$Z;o7~_TX9`~g zR(s@;r`G%bL&T={m&?DmeenOpb$>N>r_(O~r;Wc?CLwj8-&zZ%4DS|I4t&(N%aPNk zPGyc#6yHjcntv>H)p*8Ao_$^E%ka?wmyfIb|Ne<&^LU?^fAO8D8fb7KNBS?NPQ1py zb#JN)iY0Y}0@vg8TCdut`F_1jpNeB9jFyn1ugz^*YnwRM>qwK0NBocNN=bHqfAoni zU2gAI(K9D=3%y5V#+a#(4;jFC4c)r)17i#XCN0Z@qc)vIT%%9VRJfyv{U9U^rjo>5 zJ{JSs*qM8Jxu0kAjlVU#PyV+zCCN~U$?i{|6xMuG z*T`VBGXEO^`{6%In*U4w9*OAZzu4m-%Xe?(I_O0D|0l{VTdY`jef$69TmJGGJj?$c z30S^!Q2h_69NNW3ea&Az(f{@j{@)6K{sllHUBTy`dL8e&{rbf>XN~**Ia9HvVV+>| zBog`M|A)vVa#?*w(QVh9d;cXW8TgkYJN`d)B_F$v`+E@nugu)rKlbn2&6yZ49h%-= zEnttKQhz74sUK|*r#c%3IXbt_Dv}CKw^ZBJ#Za!lvyOKjvZU+RibHz-fBGB$euDo+ zy!jWV<@?|3adp$nIsdtd`TrNKYV5ropx@LFyDWQ)Sa5`)>(ryoWAGacvi=_vJHhTAI!I4JwS zRF}6CE)T3xc>R}UBAt~8S3PnPNV3ax``CNfOWxa>Ke1Vua8FHUG}`It#}l7tnXG`O*oY6Rh(lTUg{UGrvVha+m}ab4`6L zot@Q^pNesGzWn^2Z30&ZS4ti1kDPtpBB3-A0*LgYz(+Ct(}y0cz9}YVQ<}c7|C686 z+|8ik_0tI+9!bQp^P#Pdc7qsNlSvYFy<#(Wu1eCNUu{LW6(kQ1cvo4ELRVPmK2&uV z`!yGvG>@N|p5k(SPPn7GC7h%XKhP!Yr?0lP_wPra@wJQXH@Eb{Jd^s2NjMF>ONoxWH#GQb_O$tK$$3Z} zu3sOq&SY=QkHVkl7$JEieD_vhJc7kaem9#1u}sH|rQa3!ND&y|{=F=NN3sc}MA<}> zKjG-A9(>)rHmx+;fZijdOR)37{bPUUxo_TPw<9mM#_O*1M}|fxidoI~h=9?Ci5{1b zP>iX1tcSc}`qjt3*{&q|t3r4(@A8r$Ou5gKSHJC_zb+RKDdxmS?dom$=oLC+&p*#& zgsr1!DvLEl6xdX$-EZq_%MRuk!i`J4kU>fb4c zG%d|XNXz!19QYiu;DM&J<*FWivlkD-juT@oVBO{FAtm8oOh0wiG&FW!J9Ww&UAi#b*Jt!h zsChcAYq^XtP&gWZ9HU8}N(WBMNB>w}>|)X)%qd)RPRk~)zW#jQtP8i?ue`A- zw3#7wY+z)cw(+ST6KFD&)=CTK*x6lbX|8C=gW7ljALvmwzi=j#Sk-7`zM&Ax7gmi- zv|2;_`F>i6&6`sjDg~jdg$!AbDN+f1wQ7` zu1~NE57&Mc^u^4vr9>`ZJhwyqOCo%NCWJLQ=4xva)P8FHa?t)&^vCLW91U40$m1tY zocOx>KK|!5$f0NAfAj+AJpbkDT~Qj@`4(e0jf(N8jVkbLSnI)#oc{=Rp%8nfpBQxf z`t|E+GNpPU*MBo#B$REOOtHmh!>t9k+1Vf_FOjHb4BNcx+{KG|!oM@6x#rRv{AP%F z^zhW-Kl#mNFui*;nOpsb=aYgnral@^Sf_!=wnWF6pD1>bt%lpY{lQmO$J6Y|7bnA6 zbLYk}Ho8!3ZJ>Mq0v|b{0%crk=Js2LeJ}MO%*PA;Pf|_Z{6BoaO}Kt9bV`%H@MqIW zuKyoZ`QNwdzd6QTxWHC}x8hmgyD{9=>k3K>9`fXMH|7gD>v>n12vw!^b{(zKDkuo`}u^zYp1OdC2$KTWA-tNE+TxHkVJmF{&t;M1hhC(^+G3UC3(j* z`{_czfAQwW4(u|SE95p9Z=@HArCu)lyp?>#Zv{zrL_vuJ9uxUe;_v}j$48$d9(|q( zbUWT#O=G>Hur)e-Sm*Tfl??`CLwW`Xk;%rE(rI4Lgj*2NT=2B~>~+hd|c|9>rD(gL$E^Es58pnZb9;hY2-78T10oncce+hX$N`XHC-h}<8qRw7ILnp@SSHrWPy>!V24=C;iLUD0hhu_?N z{fA4oP3fnNwL*+!J#EZM@-Ej^Q0$|yYh_B|pVQA(iZkqn49kCgV4A~$sYcP4jKz+U z=`rrVf`p+t-3YUM*&XAyevJ+IYvPr^U}FfzH%G-%q>&?U%?|khJ3V{l$~asldky;2 zH)|;_n%{Dd2lVo&o>5c&+M4?)Ft)tncRxc%O*h1x1Il7ToK_H=yUM_{n|U%83G~E3M1qb zT~bze>C)vI`L3zNAY}%0yS{y@L`VwHpSR*SoJzeLr6O587}Qjc%<gsWAI0axx4?!=cRoL_#=d?<+NqIj`>c<;%}3CQsI5z}4sL zFUkZiirH?Crt=gd*%5oLNcfALZ+ za=MxJ3(cPjRYNeG85-_|w?(Yoi1AG81KdFnLcI=c22a6Ryz^UB170 zd9&o;>R@o9Djl8S?Ec$2XYQ(1tAgqN=^1y&lx&sS=*^E^;YWf&5US#!LAnJq8?taY z3Mg|rD9(g^6@*NBM6G3s3;<m8-Ff8ZQ>Hvo@$$lV z_T7Mg{?Wsy%f9i)mJ~g)45GTCurLy_J_p6lEPp-+D*W)_HI2Ah7?36xgOB=WlJ=KN zwf0fUZsK237X6*-x>%Lw=DL&~U_f0VY%A`bQolp|O-)TrWpbx};-d8~NnXgM&5@is z^J$c+QagG2&)-8q`r;Y~Q0NKs)-Gq43tC|QfFt0JUYqvo8u zbje`V>eYu1pT2%Q&lXhnGs~no_Z5OS7)6h43k!>(+??g^pod{|E-p}6ScgD+doDXA z9kCb4^&kf-(?HRqf7UfAWj~7GhHIBrb9Ova3T@eT_LDT$0}H*N!JPxr&ABEa=*lK~ z*_lPNT439yaDsuy;J3fGWB^?bHmSbeTQ?hKcPL`TU^pM;AxYH{xzJ|fRf!oY!8dtK zqpP;~?$$xvjTlWn{rf;5H(9 z2IsdbBfMKQeD@Kv0ttgc%2Z=R@yc-!Xa6Qj!BUf z>tAPkF0&Zc%e^v9$t~D!&}V?3b5l)AOj3p1u5WMN*e&-TwKrC7sr}d43JR^p9y@BE zraGfsU#VPm_4%|{tAmvt>r}gJ-?w^*`lRw5lAXR539ULznlY+lMMdWyuQy0_t9oD9 z6w&b0cv`gP@)2LklQz%y@Q|~yv03xxYWt^8pUSjvKbE##nzI@P7in+s?@(pnuSP1X zWpm}ERR2`j(R6n$rcTWyXvp{I@hH00wQV8AhAv-oTFsd=CsKd45-B|he=;Yv0L(du z^-BlYraG%JbpN`rw~413h-FQ7)61uOZ!3>-8E`i}-Q-N;g}AttP8~aq!O3KC%ae*5 z-rf?!QKJ?!Z3pM3pIrY@7MZh>T9yOEq*c&0GMPSl_P@4Cefy%j6V$u~1du2k4Ka`f@+t!&A(2>Y!25REtG2h%u z0vKMOSVTxC8Oc|7oT%ERmZ#Jlmb8&5~*Ol1w9h_WTGC)D$(b1vYEqkct^MhK}NxB&O!(ZLyAzyxif;XS;<97UaOy)+U+AdS3GCFbH#;K!y!I z62Dol?S1j$;1@4m*soj1yV-p7#0e=$B|6mc!Vb&I+S=wv+K#_He-tG3 zAZJ*;{xdklHTkUio1{lJAn3j$MkoQxBn8pom?*Z*a;~hY*>UJl5A>CO6c2X`3w!gv z;A$n_*cO@&KG4_5sIk!GgH~hyaZ8_2p=)Iyo-M^y8}*VlQ3{#p5ZYrlzI8amifk?naJI7^2zEojZ2+>~14Qj8GoFLY^o8p`v0p zK2efuWvTDpsgYH>B^KkElk?(5218Yn7xNNv{Ao9O^ypbOHZ3Q2lG zNprz;5>pc&#^mMY@pqZ2G>3ZGR={jj;JwA~65YC( zepma`(2$;=-<<-sjYMbORT=Kb`6qT`KX`U;v`tD(%wavAmhFog_mz)dhaEW*0!T`G z`c%%}-~a22xGpe0*?xvc_xDoEiUqa@hK6QR(N3Q^(-*MjU2KTwt$}1!lC`UJBL%cV z&z?`ZTDAOe_M$ZqfBm}WC8t{B%HeL+UllMYkBy6K4{ZEeR+f$%<%f`{y?dp2#10NV zOd!`bB8*>=cV6ZE`SX$&Tc2(wl&NKV0PRAFTSN(LGOO7*H32p*FP6V+&4|^1JQ@?%LIG z!q~vCWzZ-r`6Lpo9g9AH-f`y40OcM%(s{7MqB<%D`Tf*xoR_$*Zg6!?jdN}JT#4zN zIZ7Qnc8m=FXtHUGS9v21^i(B&Jt{nCUj@kM?k z4pr*>t(|+0>Pq|%d$2@AYsywXe*ST0PUM5kcqPjUOAC@lW0(8t&7gq;eNs|PtS2?^ ztMJDlSlkI7L%ZpPk+r%+n-Ab!A1kfxocfNPIu(_bJqq@agzeeW#?jGHSw+PG!zkbN zT*LA6=O0p;K;hqs|LdqSObQH_#zk@l#Ar=BujSr#N{91WjWL-3y|(Oyvd~n#|9Jyl zh{br@5Nem~&-WjfR}jFpQG0)?=)bf86qs$kzQ1E&Wo6Z8-y{K~)QsIDdw%TP+c*Og zrlYa3J|Y&LI_2Nqy76A!rw3im+okk6G-B;tTyL`8C46}t)ptc!U!ID&xw(w2Y@5o` z1JCSs$R!T@fLe+>@5dK|GrM0ff5C!aiub#zsS@mHT1gfpyQ^@=Ev8Ld{@qnp_^=P< zSQxqe`n2b3uDt7`7cEjo->Jhnj;$t6oCpk7W2b!vR@8lzb~&tHznj77Rua#arY%lt zS>vo--%#Sk(ytmiVno~N=gvnNtnc;W8yR zC1R9hRdzW#JQ1Na!c(6;Q`FMZs{Hlq&y9hX>vdUBq`2Xh8Z2k4K1O=bDnGFVJ4zf@ zX5U6tPB9|`zK|4QDl~q+Qk3MniSZjjPlP4Dn>fF}9W|fTO zn))#AZaVCOIL(oV4s9D*3t!~pa z=VZ3pT~b~ijN>hQL@XBWg=aHXS*%=G*W$MR6Fn#5VxQr|yLRqnWQwJ9ez~q{V=fyfZ0FCHO&rMv6_Mw7D4_$x}T`NsfLjzVbUbB2pv}v7EyC)(dhjopV{%YRwm$;ZW-Kw-m z(tgO|bd9eL##l=vh>ohmWqADKmn_lbog6)Vy1&c~m(80&O*->@Tbj9-(*CsooFZxs zZ~pY%`}Yp^_L9(IKwL`O-*H;QeJ1W{eXe~=|1>*SKH-jCyJV+E8$B4OwqIv%>mB3L zloyhi``afq_H+7Ey^?F|=kL!tk=8skCrmgQJ?s>>lfAMz&!0Cesr#Iw+Vk7IyTGs5OP7Y&4}&~#!uPk;l~K@= zL|tChQD9X3l`GpJ$P7cbpE{+*w~M@dPItwcXusRya)M|w_pa#en9Q+i6K>(hooyeT zeNbN(32OOo&I~zz^mUix`O6pAR2bWHKf@)p^l)ODK=rpgDi}ym|8oZTA=rleThLvqndD#-j%h#**fl zmMSVKX&X1|Vd4_PjWloc{Jd*B+jmQx?8yY9{nDlP5`FN>-42=%zn?pv7OCra^yJAM ze5hf&>g}XMy7eg(KlvxN`3Y6fQ{BYl+_D8L{QOMq?0WOfTKhN9)d3Vb z>|b_tvzN14R$_10KQKXe-@osP2*GjfGgKn-%E~e<5Ib}3oS-Snd*T`h?$Jryk%ezu?6G6M{Ku7TPk{!>$;pq;McU=l z=kw(-4bXA@^K&h6zH@@@pM0!v;}y*y1Y~tzM|E} zjT=un{fWHs6-Xr=Hw>U5L)&J}``g_xAr%QZIoa67#bqcIx^tA3 z*8LO~2B!EH8!nS733*7rLnH@I3D%=37YGfU0jDoddt!P$cESW{SX9sTUMP- z9zSjzP%G+yc8VO7p#8FC{v^j2dS~C=+48sk;5u;qvDO*%)v?RL>D~XubrY5?(^6AY z8_M?Dv??r(+jAjaU0>Tn5*yYwW>f~Zg85i{>hm^ykrD09~gNRzmAGpcFL3~=NH_H(EZ$) zasUJtTC8lniD)g#h<6=BN*|rp_~)Np?GMK&4tpRQ8?$PzT*rCmjwPS4c1S2$`_ZT z(1(s|Lj^6J<=oofHyWV&-@knVffDW36ef!h0}oPc z7dMbiC#s2e>^{}%#b}3;?aWNuE?s>3zFP_D?*w0a~)uN z0x`jqM9$>$bD)Zhi*lPm;tJ%%pM3|m_nj&?B1RHN%Y;%?qa z<1QfH3A%c7+x(s_s57YB=SJVX?by6Gto$}cuoEZ_a^Og7&yzJNgX6DW&4BT$1hXz# zzWg|O*jLXH_FMo`h05QTB}dtzQCU~FeDzgOW&E{kON&3|m$M;(qC@Lw!<~BCM(W&` zh%(3GPb+IF?BlC^ZTy!kU77}&0wwS0Q4&s>4AJ0lKTMq(L{Mu|4p-I}B#w1*8p>p? zH*pD8xQF3}Pcn%~Ne;9`OS+!Xk7lU%a)sxbo;WO~0ZTa!R!2Xt%-DAQ*N$bXyHYfI z)^8jILRg%jOyF?zS152|%D4Ngw{L-cZFcuI@dxg^Y}zzeIojX9EzxVZzJ4yf?MC|9 zHFux2^mncN&}zxBs8lDJ7Z*o!I2pda-WG5v%WYNakmZP_3r}I-f%*ijd)kBl*JSgE z(g}3H!zEwZ6>i4IG|WQN(Bsc=?;BMk@%Rx?o8S$6UcB7(ef*a#rA;`+^X_)-INRD@ zy7>p7%6a`!w z$LW;^t2kyzu63Biy*+h*miE3ic3$)k#VhBJB@(*tUHl&YD%@IMsebs#5nY5Al1?#R z45|#(({tP~R)DuoW2?h8c1&4u*Q@8=N&OTQq7EI}!!dEUqWw>=t0;MWii7a<1XpKU}UQi-L~Pm_mpDt}s-NH=5zB#@-uw1^D+m8A;g|PfueyUJ-P< z6%>%H?hI8MIWDECwg+42!suOCQgDfVIMj6te897Daj{S-BbN25w{csN{AvBBP5MW8 zgZyG)1-3Uj`stfw_umowhuBT!_H;=cucB_gr_`l;lh(imq(8r8Ghx89=6jv@yhRy zlaC2`wj{}8rOu)h&neKv{qbtvzylRsYr~5Nz4qmMc3+$j2{LWLX2sgUp{QNTgG+8W z;gj}`1KAZ6a)Gg>K&mCHR!vH2{__u=KVcHS0v4UUP3DkRS{ldr#2*bqDXW75r5fml z?xGqt13MD4@4tO}2v&0};drTIQ3Iacs}+OHmaJT92_R)d&v>LiE_FW^;u|i#Flp;P z-s}pD{)9c%DCdt-HQ(PJV1@5Ab|`3Q9HZ=+IiTyBXhK?0pfD8Yo=vp5xIkS)gQ(9R zi6$mFKq)6JCkJ)v*;ntXiU$rEavHP;SXV+!v7To&h3nP(#CNX_YFRTV&T+{T5~-Dt zC@=18Sxz*x>P1iZjKDOP8jZt*?tba-=6Laww+2<7hgUTdmTG zHgX%sBkkLxM~@D2a;Ko~*mSwL1LQ@CAb}87!j~ z9Q(V5dMB4s#Kds3#A_-+h%e4=6WSEV0t03EK3Y*$=Fp?UuZ~9WahxBz zD2OK?WTsKuvpG@Y?805sqKzCXs%vXc;T1K>!lKWyH+RC%Y&Mz0i(rjr(Rfz1jKsrn zC+^s;OoSs+sdlg{=qzJSp5^!9@y;>pf?iI3B(sPl^k7$TjwI z-m;}XSR2maIBNPdLuyG3jAAIhEcxKylgO>lC~$=^5A||u5dgSE)9vm1tX#3eJ?yEG zxI|`VkP)YlQB0@Y6$6pb4ENqZ{8}$s#J^n~_|s(4$q2*HzEmj$^QBkgE~$AqU-z`eSc+IKP1tW;W}N0ZH(+%A@Cljf@WS zUrTANoH%!Gvf#MA@-Nx-U%h%YYPxn@c8bxlEy2+C?6%#g|jgJq*&eOPlO0yvC zIpU9N-!UpFLe~pgwd~aFgMa%f8g3qJ8vOL_+av(aG2#OIMwV|(PuX3#noT0rzdldi z{N?7IJH$fu_blmHWFlHJd5bA0S&rcY(npZz1Jtv?KI15HkJG(uW3Hc8;;vJ(bNy1r zNWx~uE$I-md#sLsRtd8DhF zniV_Dt|Di=?Ofazp={u_K{`4o2z22|Nn=!c^spuleucmjIc>r;vrivBm;zvyb=32U z?eenMt4-2g8pmMo!pK%+iOVA(QcqI0qhLD4`qCNGr^`=aCl0LEByfCdpC1+D+BGjO zdwXNZgU=gq7d`>knb!=Rh&jx7BAMB&N3*uNx`v75dvfN?88c!L&vNiJIsa!bUepS= zFeAuX&A7Kcr5t7~gKLA31`^z>mlA)uG};%b-0E28TM3|1y7gf@W{#s~@kg z1O%>_IiJyYAObu;dim0X)J642=M4u$0#GWVa!wb1_lmnR~G%UVmu`| zYfXX#NaMYn;x$E3Wi=d0xnk_cnWp4D2Cu{c(I6OIFENpV=x3_&7!BF!&d$0D3O!9c z4+}ElYE^}b{;IB=V1XzUUS6CWS{!MgwR`rIDItI>;!1+&Hdogi%DO1UIo8&DAU3|j zeoJ{n%1(m9!5G37X5Ika-eqQOv)n>C5>(w~cv7Byqe9CNPkRoH0Ojtv1mPUrQK z*-N)OmNcwfy;`_XJ+7~Wp#dMN)2q|axIXRu`}c9YZzLH#*QUpn9W)}%l68$PN4qqS=uLgkrEn4j;I8U=C=HY_} zv6x_jm-|Y@FBnBDx%fHvX;S#@?C;;dN41U$JVWo7msOb8vu}3qpF3v}Ho^7KKr#~R za?-nquWW3eIcZXd;-m>03f6bOmX<2yzO6CAUYfP4v8WQm0|F+FY4be5iIo}b;Th9O z%`i-qOMrm#^}jdGK5%Jk-T8V{HkRO?({!a~tXMHXJUBSoSHJV*ziGz<^ULUC1__Xc zR6{eg_zavSuhKGh`g98m8HkZxz_SM#8Gc+FZ2LMCOq{jals4OP^N!6=gLm#cM)Jme z>m)vr0uEvYH@av#UL#YYH8HC*4wXPu166N5s#ARI$=JaW9G2E;l+rD?e%(x7I zpEJT0Nz3a*4Tw5r08?XQBaJ|3#DK^i^lUx@G}5!O0(PVb>2R3W&d$#FA3pRYOhS#O z|B~p;y(~qAEhufiJ$J!}of0Z)S?%xM0p@j#vht^&*#2u+R8$Zds1I@pberj{#0loe zk3|APe)X-~$?_#>5|VAAtM0L5$E1QDx2$vdFj*&m)4-BF>0~^6!hPh(japo%p^GzQ z#&$Gr*;29bDnj^QJOs4f;Bg2*Bx68ZlX+M~{Znds;jvDUWm1_V_vb4xJgk zCJ5J`;t;KrMG$ERwCPIgYGV_sQiz;sFJ5$|mxRjc z(v99_8YU(w1r_d|sqkHQ>FMz&GMzhLvUyUou(G=B^_Bi?&3Y0sqptLMyZ!t3>+Du7 z{6UHr>Mw>l5icH z5)vG|8X%{XE-pc4MMM{N|MXbJdO&H9ogpFjsItUK;u4Au1Pj5k`hS0kySb^35}jPg z@o_<-#wxcvgK%Gd?V9L;(v>5!3&49tU%mvu&yLen9IL$#sfG8B z8qQ`cQC+9P_Wj1iyj>J3t>09>EdLgL5{A?VsttUrDbw!BuO1;{U0CY;QWLi--;7SdFkh{waxMC(e+IVK6wFaov*( z{IrJqX-UuN(p-Gz(3!WKA~sM-`UGZ`sJzb9Je9bmqL*mr!!Wd}s@Fv#qcLpQgc3z*{Dy`mNfSDq>w z$Du^;x%W~?q{k_l(RrMI7DaCvK-5z3sC3~d+9fA*E%&tCD3$NlO`66pJK)}-kW6W5 z9^K_KdVqL30QGM9#A(4l2+0$OV zQl_vOpshU)1i}91PB0*mQBeu+Oxzn#@1{O_Bs+NUU}bDj``l`3s9a~q^Pel8 z^B3I)oUnae8U!Ql<`2En2GE1bjXo5@#3FP}3Ik-^CYZN0H%WI~;`rxCSeOKs$|~AO z1-luMw_wdl&TS-CeQ;LKqy^nRw7AcKN2tPNUCLi6nEAnk=zTsiE>@y27NsN?0ooVe zV;`hA#J^C=+cZ8R@)0sbx2_XxQRYzFL@jnEObs1AJmbkB18EOWsNcq>rlOA@TYp%4 zc|mmAXXmoKL5POB8kkTq84Q*-6)=ma;e%dhd(DU0uq6aul&y42V(hzq?cjsGS zM>kqkRaM8Xcgp5zhYedH;i9Apxc2?!x$dAj(Y5N>%Sf3oLJvacz=H8I9Xm=XBs2~R znQctdxGxN5S|NC&l4B??_QQuAK)(|hhwr0)3(Y!0Cq~RV8hJG*&S(heJ}TwUw|~%O zsuSi+FZ>(}PxRTjsNyYtF)lyeMGc%;{PCkbf(=SccH~|5`$4~0h%V~-Ouy6ed!!ug zB%Uxo)M4ey_AJg8x<#rP#ZS5m#1jq{pYrr?DsC8?kh;Hx&5LS-iCXWmj&lR z))yT$dN;ntl+>wo!~p1K^om(tE&?}@X-z?*3Y?QE@+k!+C4a6;f*W8CY$p0N)NBbb zFN6y-;yRV%-{v)L!xCQb{`tWzBkZmjj2syi^8Dq?Zfy6~nbyBB@A>mC{SMHT82QZ%>8jS7$DxhtYRa>I`(*?o? zx;QzR!b~AQN~^2l4YfX=3lnO4kG}6%`k6hl>!Re0~9J zcgyozcMskJ(3mAm)A0Y@~LSkFlVm&4H5 zLOTTaFpz`K5Ks$#Z3pN=(abM3)if`FN~xprPzmUU`FLps(Q|*S_Z=tjn=r*=vJY%2 z{SAI{Da-plWOBRa(I}j)9^}aPT~Qs{{UXI(lb8Ch8jqWZbrs#MzgVQuT_#<>GyKIxAc(~~YVJWT(| z=MP3jJve)lGiJ}bAhX3RXrd%+PeMl1F`g7z1jgbE>|gQcz2=ROZU=k(I#m>jW3leJ zZ}%_RAqa8Zw#_R?_5)=AdD@Tyl-kvqRoo;2qtV}<&5NCW6x6ZiaANnDaF{cbs=P~0%Z?MmAm4;BeF}Y=(KPAmu^iJ!=6Gw_sj9>Ua@s5rD*;?n?B>C+`#W~1FS>JpYdQj%9-sbnmrE6az|xDJ$N-3AbjqARJ-Cg-#2dA}z8jb)HQ%`M$^6hgg1l+R|M9TJPrV z+lv`#k*wB=Mcr(9Oo@9pQoCV6joPAV-laQCHFcs?05YLv#%q4CiM z>&G{J+$TEEXf;smZ6_AMUs(P$@u!3B^6f=?fn%#iQ*noehKiiwePfbWf$OaNuzNPb z?`4q09tJ_Ejg&Wfzd2EZ+Q=$y{@l3_6q~c7^x82F;836nRcJ=!A$JQ=CF}o0uBy>4 z{n?Om^ytyCqZl^$v3^1T45p}t4MQ%&YeHN~n0S0-bax?prKCGb7emM~_Z_^G21f&0YGSubYMK9^q?Y=2dmRF4Q3V8-2|WurUf$39 z&92mY_jb62lf!n-UZXnm#ykq{1km!y{{pm`ClmomRo! zr%$I&AJgtk%^Kw1X@tAi^>wIFA!10468Y-YVqRd=rf##^ek>INcfWvu;~@R>yJLK5 z@`%YCq;=v%GXtl6)N8zJ%%+xwmA-;>o-ZpTmrOf3zB0~OL3iAqI&0{#VM5#oYT1r@ zK<{2P^J35(>XlLu*XdtkyyT$5wF0Yl2KV-?kDc*3xv=MW9<^G}p0U#h5K!PZOwG`{ z+=bHm2_eMve@8Pv#E+TYKVv)6b`@+0?E>(Hbd*)5w#zSat)S|%I&7FQqdHD@ zk;6+{RDiKa5%{-+A{=;!n0xS8@= ze)-(F)ng`1p?{3b9B!a z1{~&eA@G*G_;C_q;4ZBfHj$3C0Hw95{~RjB6moq4+`i;!S2x zTy_2RseLaK&%Zn_=o?B9PnYh@MM^D-?%mo>eP--*86#yPZw}%vt>9&d)KJBt-)=Mg zPIB4)_%B~>^Hq?4`tun`RW{U2A8|^sy}Cky{K^rf49rZfLS0e)3 zr{n;E$VCK5qtTf|+i;mF1)m-l1^6>)omi1B-*}myur3jEd=?>)D+A z$jf`zb0_cBHq!ukeY@nG5$~W&T}5FQa%Coa+Gb||EU0Tt`tjvUJ3w0byIWl#Z_TGp zl`}FjV)*i5-h_qOnu}E6_E$5XK!i6XG0>Qlnm+$$4!3B>G2Cu?BcUo!Ea}u8Vbh`1 zqitXKCm@gbzyQpe!=@Lqj?nc?U6EE50g`zfAGU9wbpQVS36-C>U%f=d4~1HZdaV!X z5Nw6?@4}amCSw4KD#JwFG%m+o076uR3*a5(rt?{{TPPLjw7Ipy%Lu+mscn5+X&a&Y zr8%Y);mKZWF|I%_6{iQ2N_1>$hE5Wa3Hj`tY3y98JxmIE3CaYHN;n9f$+=$`PF5GB zg5FmB3>$h5UP^yOw{L&)PK9V2T~S3h*ZTDRH}23vCMoo6V;m9n4=kRL~A(WwIZ>r#+fq?Ka^F^MEkaxOGmd;I0L?gcoh_VZR{wd7cVv{*fAb} z5+!PO!18!LixhfjA7AeqAMo*ik9 zoI+;Ue3M1K#(V+Pqs9+AXB=r1FMadqUSS>3GX{zXbl%jt`+Pd z4{$o$RqmgG@=xbdJCpA8WO+@tm;?0Jotrp)B%UX)-n>~%VW@2EZU}LZgFI4Rf!Lm# z=(bT_fgZ%%fvXCh6=ME?c3N^~X|x!X0?TB+s%k3PxUVv{Yp2|kTtCj4s2HrzQt)>H z(+J5s6pAjwZV0YEv;^Hgz3jOWL`4(n_0d#oKCEcmP)pLT5o~++5&%YzlZofgoJpnF zlxO&hYyQ$Y(AcY44Fv}rvS?(8ArL`P5ugwhu4%c%*r-PM*FEEIxhA^)Y)ywiw2-Wu ze>s-EyQN2sAC&_Ywdm`&Zn387l^7aqRA%*A)o$%__SM=o19C=HN)_uCn z#UA(-4S3g(`sMwukdURpqr9ei$Utn-uDVMBgw|F1aTBKik+>jrBzF(nCEndx7abB9 z=naL}Wu5WT7HZ1$yLVeNHNPxd$cGbb1&RyqHAa;kq+*U)ENiP=HbZ-#h<;-J1*u{h z{kfW=_er_b*+g@7q||eBz=*Pprm-pB|JtLcPyNZ>Rn;^??H7$qH0ay=*}X3(i__Co zWs}$UH4paYPe*r_49!;L74enFF_i_4+jW4E+Ys;0--j%c%tvj-R55H|dMyg8Ex8vL zj%E&2s$DxFOh@^Y5MT2y^gvutle=J9CkNz=2{(a$) zbok4Xg?XrnnG2Mn*38MvGp9Xyd-M05bZr+C3mJC43*R8+WoK(Uz;N>3NhkYs?>FQq zO`OJ)rSZsqC^9(o>CpIemOxbAG=ZV=atZc8O)=}m56$FxNqMz=d-)HQu$X2*(e6Wm zA=vQX(TUD}od-gK=^;_yMI{Or(Cu77Vc}l$(uVt^Gw5zZtt%WL{kSZn4f`hbqbuGy z++x4myY==7XxzRf1vi{vLTxMApc$gWpW8xg3>E1>E=dg&6Q32nK@ z%(p?4v?le#c#h>@ll`N7!YZ~fc_XqLDZ7aJq9!w=A_kwLH0BNf8vs$o(KgJr%Rt|p z8s10{q!%Q5YzBtr#&+Gs*yUWOb(LSz1R_0qc3$?mBy~qKQ&Y);1q)vNt~TEBNT?Zn zT!;)Hx5eS@dlx@&&0Yjn^Yiz=j8giuG6Gu)FNuuN0bFM18XE9T{Wz)aikt{2y%zuv#6qk#=Gs_+l|W{e<_$xoCuXNtaD1slIUWs#=7Hi9UQtee@Bhq z4>1O+qha0I(M+FpQHD$^`L&He?1ny^N?+nB>gjy#}6 z!(hAi*DHJ?M2%+x({0)TSv8Km(bg3LyV6oimXMyHbj_PX;3aaF^3u<*ilUf6AM%|4 z5fo^dV9@Y`|;bXv&00}5DU>9VRV4L z{=V6*#~qn8#AsDPT(eEx-1j3)nyR~?LFxFBZzTk*Rfu@1@&0KUL=s?~HD__bPbRoEYV;quOF?PE2 z*;w6Q!-e1y8N{=^yi)*^nN&VvAs_7JG=7Ir+o@&c(sHnsMiR`duz2VL4Ga$O&?fyW zaYhrBf6nzwNlB*mRDHAV$KITs3CAQ96?68j`gFe~t6)pO>`hC*S8S9`T6khtwbrw6 z4UG=RdT6$vL$K0(wc}12PPnUQADD& zbh*!9Gd6DCtc9}1s^`!?eY`vN9JN3P(v3^t4eX&E zAq+1f=qxLO=!KkhJID_D>+}AD^`!twk*w0d%9n5mkrtxM$9vKbdTpcYam$$&>wVF_kJ{(#CM6 zXJ`c25BpyITS&xhb+r73KaPFZGQb1nvH~YsNMG>GgC=WF$4nj3@yee)^_N#45#Nj& zJX{E`$EogZ=Y_6Xd>ew`ePWVmDg35^6a+N5Gi^ZE%U*=eLwm4AnI=ZphoOmBymaZ` ze;cH0iFED3lPCRJ`*_3WhC}6tfsrGq+9R0452Jsu2g*cINy%Jh<@6Q=b6Pw{t9@5T z##~>*t0qADKe6*0UhM%>gxqEVzH>p-2WTSf)P$q!hjwHM`m#^t!zHjvOVHe86c)yi z$RlWh&+Pt4z4E`b05&!gr^XmhN&a2ZBZ5#yIJu9C>48C^`*?on0|35Ta<^UgK7qkB zQToy}R3LCGs;F2B8CIT>Ct7c*smO8WJywMLmM3*D)(N@=%^WCmz{k11AGfwQ#xF-L2L zmJ)VAX&RVk=ryx(GIN2{Zul#vpsB6BlW#8%ZT_qF`}~=9cGGx+1mXTFI6qiU znbPmd@@y?cb^SOSC-~1L5HO$cq46s=WF|fkET*fc*Oz7h|3Lh0Xle0P7@=`+UQxVU zQAR4`$&(P;6?%>sllbT3OXFtwx5NV z^|9i20?9vdX4iQ9j;MK!_!{}c70)R$>hzlW;2s1srk;_WzJ1NBcpqvo?^my0#T!rb z82h$gk2^Du=TozbXt04+Y{3`1@8_Dvm&Y9H-LR^~=E>W)Js`*KQr_!2eK3`gYCUJ? zIQ4i*Sah@;vJ(G3t1LU6i;tIQR8}Z+Vi3R`gT0sUu!By-b}lIM3CTAbmtiOb5$3!t zr?5998>X+R|7>ynQ#}wwKmi>jgb8%^rc7;G`gU3q>bM;(swO$3nizb!`lfSrOIcZ& zN`(zfl+le9{ z-(M}?dwLlF^5(`ba{RK4Su0hm)N-xQ@Pj~veab>|H(hSIng?wzJc<05HOv~g0^v8a z9d}3XJGuGSCrgMV_$q0}1jq6@@Dr6Kf(!n>ZcMdi#Qw`Oujy}HTtZ))9&N!&H$WWv z1C@jUW6*x<_|eWrB(fXmU=?HB6OJFN9K>B_&_YE&e#rTlrphEAs_NYIodYb=j&M0C z9{%Rm#{R^|^E!0m{(3U)&Pkc!-1_X)EtJ+=x;X_p^EW4WHf^0V?{x%yeA=OV1Ii_; zVOuYZS=jhuWhod4@1j#$8f{((a+?Mo?Q7rg=hh7j+bZvlpzOxMArKgyIr;|Mcxn?b zUc4yEL+`drUPFZoYX*3fLjflex7KKbDr}=N4;-$}qZ*Gn&h`oo3MZojE^IYXa6%}csScxmf z+p}%YeXmt~zt?r1$FT4Fu^+~txW;szg$@>62atmU$EJ8Tz7R&K)vx}<=Q~JnNL~4s zbeUiui$8=sxpVB>A97Du8gK014B)Tlc9P}-%(Tq5@WBlz>iO3;(x$tlQ#H6b1@Q+n zu~;!RHD%PkvB=LTbm<`Ud@D&MGKk*3{egBbv_mKDMWMhU7^|B61iXl8OFwR0b?~(H z3-_7VBJEY8i~@ua0Uu#nT%F(pwq5Qxlmn{b>G#dZQH_UC;p7?*RL7oF#_#hdx8Xni3jOT8OB_+bZO2c z^JQCmh8n1B0%)oBb@udgdxk>*2g31P9VNaWkNdcLl)DJbak6yYc;`XQv{w7FKOD}; z7z4kt2vJJ;QD{eEl-~EblXBDrf7@ko{!q-x@&=kf!ZGUo{84B zYWOLeB;(t)X`sw;hrdsrtTxY{=`R=rWy>SAXWf&x?RTGI=bo(f6c{`i~yMvT_2RX??5s>JvA; zZEM`|xH!T6V`!{#EXt&#RM1x%%#0j^q^0hb90CBgyu7ELerCI;>4n>Ninq6lc zQ35<8m0dH&)da*e@cuJoT3kU?$x|le$F4#$rOLs**y^X1+BBq2NEsH1w3dlA5kDaq z>=pa*I@J$Y>ymd#3LVz;O{P4`#6n@rF*W4>!rWSVC0)GOj$)ELFNroIrrN)hsg)~N(b`z;;cQutkcm#rglYWE?^Zn?OeO@iq9cA z8c^P?xq@j{7mlz+qw2|5I`9)l_gS~l);9mLUdLSnFFYZ3#%@{Ut;GW)#`W)zZKjEuzIqd3Vgv<*{L&#_N7%eR=;5ZVaz$Od;RRZcK z-qmTV7ghDq_TO_jYiI@ZjWWHGOZGls@>l)%#6=@lI^6E@uC&y8%oVBY?fI&4Mk472 zfh~!3Wtsh0Q_}{3onz@k1l8wSq@yk%TBh7x<7}a+W{1qw=nZ1EmQ+tu7-fmK$@;m} z({Jro-ls)`K?@H5l%EwJ+{tBll`JjwM!=WByR)`Ed9n{bM?NfUfY^kPixbojaVu#N z!?QRwS|qPK_6;!BAkC-~dqb!$ixpppd;d^In>rQ1WX$~{I2 zxf`4 zgS)rRQ~i!^1BqVs=zFUBuYE>xt?9e1uWTUw0=br^-nSKwC7%Kc%)7 zVbNj3P5*_(2%B3vU^Qd!uUHtTLLDpy9k31a24A0&NMMkWBbnErx$7#mNPIdK_ znS7G-jFeEq365;EduLdk5QofCClz)5dHL3ZUiiK?p}2+>+0Kc@*s}+uF(Z;oQ=Nhq z5FChxMCFwHK7+kN+!~s2OYWmL)jI9C-+71DA{vB4X6ND}ZBw_3haV0NM^D?-fO=ef zd;Igl|Dy%g{H$C=2x$z@m_@NNIzZtN@e>d$La9HMY9`-NWEhZ_V*zp-dMO|?7&K^* z3IEQ`bXT0H)ro%+Oexx4SWKg5>;wrR&^bh7TUzz8L>0|}1M>}@a+{}3n^x4w_K_uZ zCJ}EOu1=II2Ro0vZ&H@Orn73U>Ek3iDOZP!X!%Uxv^3i^1+nx(XEJUxJH0f#%SdB^ zuA}ty_Fm6{M5JmO7U8hMXmo*bE!~Su0>JB}oG8Y1!YyD}Z5&08V3dD)4I9=T$jQQ` zX!5Oh^PH^~EXTSrzH948!oV@9^6c5%nyIP3zZjC-k0H!GXzV@`rQla)HmSG9fGT~x zmg4@qov_!8V2sr)coRvoBl3#w7T5p|d@QB8JV&&Gl?bjy{mo+0Q2j zISK$~%1y%$+a{l!fmfR;Dk(Wz`}Wzt%X=hM2#UX47A2}v17Klgg^ z7|hPpsS$nf(xUT!b}jawf0mq?FHk=M;R(IGd157(Qnu9_BjdL@qUKU}O=R;3)p@sv zx~*NePLEEyUE49p-Tt2aWAd4PV@FWXiUL&%VSgN4P=(xwT>@|LKk&0rc;7Z2XIjwy zO2Yvk#RO6JHce4f9a`Kqnc|>`J1quX;#jDjVWN2T7KI~}irpHs$vp-Lx6HpZj5(GU zEd?GW679L(%9q25T3jLjHG>;;Yu%F8Td^))x!dESxrSrz7d=P)uj)z zVo~d4&7cfkl9yt;_?vq_9i4P64_f&?ykd_6`WXVZrS`50@lzAU69myCKjg!+^F6tM znrbS~-hjQfgzOa$HBq5LNEe!}27{cu6E}&j-P(8QB-*K@B>NrTo~$;bc4~&CFvX$m z3W3gtP&O_VJabFf#^*Hr;+AgZiKivjdkNEz?;v2VH z%zH$DfTWeNjll;uIS(7urmIE4ki^!XC~l&nqcgO=N_EpY=e)V(M#?rbRFuTGtezHS z!*@6Ov%dIG-9sWXT*nm$VN75b7)mv7J<01e0psGrDDQ9Q8FN?h! z^hfjTy>X+FSfl@y8WiE~{o~_R#TSg*2e5KC%rMyjlw9byCHD^JdidAM0MDDP)h!G) zcJ1En2h{f>_@P<51$X**w@?u37MP`(6Sm4lu(PPv7j|mav?*$?Kzj3017cB*!<6yjstM5uC}No;{` zZ^ZGin^6MN-T=C`LCa%~7Zkx8J#Y&yx9G#CsPB`8uVu?|P&;mU zh7gvJ^~PyMq4ukyVX6PnO7Jhlp6+)X@n_cQPo#^=%1RSH@s_mF%vj^#Ps5&htp;VT zgy}To2-~6W8TtqgYG1ojR7X6Su>IB-T{M_eb(;`h7O38cdr-H);dW%zB75)6n@7Fc zzwKT`)3qM^VnVA) zMC=u_ww+wJltQg_pRZgL@rr}4$H=(9c%7iQ;uLMaWD1sj17(shu83D;eULaC!pMo> z>{L@xRw8$o6Gz2+lg^Pbo*TEeA#w^gzY6@h2on%`s+(fJy1QgcbSPpDL0Uf

      hl#*dM`<=4YnFZ-ObN` z9~v-odp4pr=-TcSqMT0)$C*!y?oRN! zL(1u``v;o|rR!peVNxn1<<+WF0^ z+gg8r{P*E!3fHt-;V;zmmy$ifn(XFxO{{^ZW&=bw$}2%YWR4P07B7vV)7SpmFBU8G zXbdyiH|xEk)2xhRD$%^4>Zvwpj#UvF9Q7S?-!n1T{DVB0;ln%7r!nHw1}vu$Lr={+ z83fLm`8ve?XJrHK)*aQv)ZdnsnKbW}NOPrYMfdRm?E`)ZSs^V^_~3{)Yv0}3>mss2 z5=FR6A1&sw%pImrR>I>3i#_y1f-&5>cTWtl(P%U|Kex`j@&`$Xk-i?fx`DkvId$UK zi)pK$$+N2)`dPl(ZUgLD@ve!J$=GBFr%koi^XBcM21e*xnKbbtwk+b<3(picd^t$~z#GVkDGe0= zG&+aFF`X`c|6y@Ez2T!QQZf|_r-AV)Xs7JnS$bH%Ip;7Ab{6brgZDiHB6>U7SqeKv*RdFEp#auk~xe zym>F;Mz*hPWxYwJPFnO{0@?a%vg3`U#KZ)UPRta~_gaf&pmpkHOY4%NE4?2*dSlNC zrS>wXdDm1AAXX{TVu#%tfsF>hlneucsZq)u4LU+a&g5cJ#hLi{EFkp+rsHS#ZLT1O zc>I}uv3t$m@nRUs^O)j6C(k_Af7wr!n}_lvP=_5xj-HqG(cx$YU-bwc^u-z8CluN#^2uX z_Pj;C)3VEdljdagXUI-eO$$1QQ^7YxgJ6nar*J88m-!tDg3!RA{P_{xQg5mvdiNo# zh&qN^zv|tW26eap;4GyCsu_rYor8lC zh@MPY0OEjbrQF=XEDxsSZadvCq&&wxE^Cohmvdi#9!Q4fx&bCc55gO;*ZIuPA7ZQ6 zqIwqmCF6i!iBB?*EW#d&KpMf{snlk~OZuhlLAi(P-zF;=?>+)QJNU$Te59$P#0LO9 zV-IWw7SzAZR2HEz@y$qS)TqPDUEuZjvi7+hWa<;})%u$UwbD74S0GoR!|RV*^bPfB zr}3ymKvVr`ngo=@%XtW3iQ_r&?6_?BA!=ccXk(1&o6oc!QP`fT??DW5lPh|D`QyGc zhNh$wz85iKplpBu) zjIl1-XYul&k~7E{1lbOatv~*x>|D*`zmIE%dVTMmJtmk zK=i_cw*B4uI+_2nIJl77lbTQDt}k^~ zZA+Dj1|nXi^fgDj0C*$URc7*0nL(Oh(f+%pKVdt7@>BogK!AKdI%RYLFdRM@B_qY8 zCQdR?Y;p2X=bWL|W*EA>t*FQk@r$3>fg&p%jN?K^vw@&yFC=gn}5- z%Nu+ulYvyw;J9zfPCA#Me#Ax4`1kKe4n8NIKer)b^c*xOcvFyWe#;hv;QQ}H6$gDr zlPvcNOiElQUGVF9pTmonR)X4U0>%r}xH9nxb#T4{;(athyo2}7#>c1z{h%OeETgDq z$Ebh{T6;TjXz@p5r%hMDZV(r3g%+lF04C0F_%xdn?4#E3|F%$|JGMA7GPHLw8bC}J zNWwV=3aIUYpJ`$4q)D6^d?!(RF9ld&bql8tTbSwdNlIF`Z{HLCu7obWElr(^(N(G= zupij%DIo>>Kh%ORtSH`+H`;udr6{t22KV(^SyD8&Z)h>+^(XcugK%zfb#p`Bxa*i3 zEp7sn8DWoN&z{W$zfOQv!`wV%)EtBq<92susy2$<9b|>YkWiOd5|$KkE_+<-^&E}n zpQ}JYAfuuSAzWCv^Z%1U?pO1g@m9& zVu-vg*Ug(fE?W48U7C3Efn}JRG*8riL;-(nVg&hRfd~Pl+8}`#x*ZBjjPL-w-;yea zld0Mbn7^Z_$W9viUg}2IFW*(7 zacIrmUfTNghtaN+nkpu`ILQC`@5 zH6VGB8kCvpk_wx`vaxE{JJr~L>Xmfd_x)OVU3g@qDvrW8HWL~|X3Wngj#a(Z=(iy@AVVM#X z(tX8EHsL=;Tmz`0`d8%X(G=TJv>3hJLDO#v9>Lt%Wd`-60AS@2Wsbr7X~-3i zQ#_bfP?$n`{EHr&7*OR{>_F|0i6|Ntp(B`D^~!4a=)F~k9X(#!Y*}5#OPV?Jp_WeO z6A$J7)nUm9aqXDhVV+WIs9k5p1_p7LOtfw?`2(c0Em|O*W`R@3fLz+|Tj;EPDf>ix z|3bc&hVE6p+|?9TWFwX@i77QGVezFm9`Zi{`%zjwQ~H40JG&+>UVgX{(ec4KiI2l; zetdeW3b(7A~FLa|+ z@9bu_&UN&FLX;EJZoGPRq|d59XX{M1*>mf7my1vKi~pX9Y%77ax_)Dx zZn?r7BvBM8#%``?34N(;FC0@>kPG0E$T zY-#JyO0Vlag0Xru+G1d=hsUH<8G+*@bc{<*q-_~rm9 zpJ#CY@W>5KDN?04sJ2A4MHa^GO9hJ&8Aw9K(S1ZD7f0+{rc8-9KbmA&7|>cfJZ2p& zGu(n-vX^lVS~5!UyXvEu9+>jz%7jfPWt*P+%2RpGm9SvJsw1b7-rW%fz|_!`&adhM;{CY%txi#VR7KSnM9%` zFQ-xWXHzE0pvA?HCp~`g*2AYbz#4R7T7nI_qdHxScl!rXoEU;rft9S8P_X5aOCh;l zQRb{*`E#fV;Dqn9H*@yJ4%m4BbD&c99d(*SL)I!lB_fLgI5rSJvZuu##dyt2VzM7W zUP^q@p^|1pX%9tMm7%_cJC{I|i*SyT9c_Qm$5A#E_kd;ArC0%*^MO?_B=(DoN6D;CD0V%`ziAU2nA(O zb;{z*$NMKPqBWE)bkjI?qsc@k}~@?jRtuJj{GWO4OpFm1QAH_xcAm4Hgk#*bJ0sWZ+r zpv-GewVph-(hN4y$w*XaZpr zg)4g)BP|~c)c?XZh@qkj6WNIv{vaVBR0+|1zN2|y!NrB_Mxabf3AvAz18q-0Zx5$# zLdOV28bEb7LI4S%tzLqr$$&+Za z+~W`z&}!ofpYm*9jWT+sC-04yUYG(=Sc?xsx!0}Jfi)k=^DVT^}Ul$iZgn@27(fT9s)dM^!z!XUq2rTggwKWI0d^58#=T! zHg5XIf3pWag|Ln@I+py|7T9*|TE<{cDVVE}+!`1rZ)SI$z!u!Wn)!%VWCMn@J7D!o z+E1_^&Bjm}lyWZirwLn(K?o`*u{~1h-aNS&Dv)xDzOnvxor1n@I33n@lsaHH&o<2* z4K*CL`q%z$_zQQ})>bCLB3@>nkR9wQ2gw{?YpOULt)zOBN=L{%0wqA@+$I|RFRfj_ z{@sx%s@v{^2B`tJm-}wSt_yurT%d2`(V}^$p0X}_(J>M;6E&iMuIs60150PwFwjs@ zOFLEm>RNk1T9>fjJ~qy`ojP^ua{8`m8Ny2Mn$#J*aHtfZZwY==9Q=rpEeTkD1}EI#(QU;!ETNSLkWl7`iD?A| z(U66SFj~jKx%-@M0bfmY=SpQDJ}^=70t{NUZ|a){rDKkDdO%uu^z>;7eG%WT{96^e zu#|^(&$IdGP>EgWukKu;`}drt<1%LD7CfrDmjCUxDA6f_9ik?4<{a32$KdI(55sZe z9!n$wAPtZzHzz0QZlmiJd`}Cjw|q2dtOQ;LvU7EHO{g$hSJr%w<%h}C_gjJw9LVAS z6;|x-IJ7A!nW*7wVU^m{~Aa=zHZo}zH2XT%F>|#Bd%J0Z~e^3Ld zm(e?YV0jc%vk283c$J%kthWh+FsN&5>v(jn*oy-G#_Cz@{ne4| z%NiF1<0dMmLn_I12PEd zLvC>!o2x%gerrYva}a$NSCnz~24hsX@DiE05UinY#|V}H8(_2%6(2S^E?JTxP*s&; z3%$b#1Pm=s+PjgY1kwz!j9O$&#LSWs0lFe?!L@eu7j?xmZjfW^nDvll9BhPrOT|yF z66BvQX$*K3GwAo~I;g8>wDkG#k|f)hBn=3>H{LckH#cs7Tc_a)xB~NJ&A7?*Z+pYT z^CHg4-X@?Kvo#-nU~3~g^K_RiyZ7Pc{5f-!nN@*(v^Y4Z0jVWJ9OYP$OF74ojh3^^ zHos%YsSWbLvfl{a?-jF|J7 zLnNd>Z$_1YkJa`~lm6t_D2_U`0ZlYNj1eA6E^lTf5qmGS2pPVtj=zz4! z#Yc9|kn}WJOvk76HPOUrkM2ezaoQ73wKVPAd4(1Yq-@q`dWKOv@I%i%dsGb@#FHVZ z=MWf&EA>F;RC1uSSqrwfHF#+2gUUSH69 z=Eyk(#-=%QDSA+Ah@P;algc}gx+3PUB65&1!mYJx+cv9q0w)fkA~?HSJ}GD&Nn()I z9DCUP+^AmAcHf&7l@L*jX9ZyVum)s4{DjSivW?bvkZ`Fiv6YS4I zyBr7$%V1I)3FVYYAvloy$-Q_h+Wq6G$Qf3Wy1@Eu+VqK9ew;x)Nvh%n0BYZyz$8@O z{B0(RJs#e?d17L25jYxf+C7IaqQIaom2k5VqUz$RH}`6v12q5lQd2+J{9t-q{3;=# z%YUP2Lj@yT4K z(}N34EX&}1``=ISddeVo;x|efBzsw$NI@}CQ!BJ^7GEVf>9iz_Rg? z4FnzruI{w-{4n=q!=6Z8&A7)RuPR4m0?R6JEGfqIf~v2zitMDxeMpFqze-(>?g68K zED)yESpN#Hz;CSYH=3_=_*ik1?t$&&x7GhWIA~ErdMKQ`0xqlnGEy9qOL8SJKT zimRa0i@5%VE>Hx%WH=GGyiRrBMV)uF+kfdyOj8*Jt*p)EoT_!}rV2VCKp?&{5{_x# z#D{|xOvqvCGx6;rbNwfeq8<<*)|xM`nvGEro|gq~nW)sM1)G2WOpyYXA(~nuw$V;+ zdM1(IF;BwKK&|ed42lHTYUg#|nkC*k4BVwvg-K5!)P$`0mfmz%DJ^{y@(d@bNqWw~ z3v}F^8l$hOc|XP@vFt*H?j`c)-aprA&1?61zDp@44* z*7^pKeUs~#_C7CN%BoA!r6h0-&`C8Qk;vM$7eb@n+^$Lzdiv{m5Q& z5|(^;*nmJwi4WaV7zC9{h=#)+@I!1h0gYgLJE&u#xCTzoA!2jwN>O$P`$7VWdH|`9 zB0>~|*P@C~nGq~%I@xVZ(_e8#XVSS5M>QCy0TV7EWy%BWXGwfFC3N`IlZ(RFc*qoq zK=1&UAV?Wg-MswtFho$!{`fui$AbqV4J_+D+$ms2$tTCO638jk?u#61;9MYhO&Dj*hZ|6X-&!8<28UFB8w7KV22Nwf58x==Wm4nc*KG9zk-1V-+(d z4j0=7?;0HWrU4e?Mb<9nIk<#e*nfTM6Lx-iBBh6;qjrp(v%E7k%-9Eia2OFKP0NLz`^^>uB$lF+e!z6Qcq+8eX|j381&=?QYuwO2iw>`>?8(h@ z)OUU+nsyOiAmbn{$=97op%P^QT(;Bb$t;6}9_TGH6N1gcve4(WQ3!~|U&G+E7zA?; zA*jgjQZ;blIj*k%?xjelQ(e@fXVCw~3Kw_QZ{zm<%a?oVK|y~^ZV#@mt`-8AQ6JGd z0~_1tSDmX-?5-puMM+83Z%X~qgvnM%X@Af`~_58xz>H}-;W%z+lO!4mE}CChM1heQIu;|A|Gy;GgQY8H}LA>z7z%2qm_$G|2Ksu zsy~)zA`xv&wlUD2k-X~pKnMHRD7^U&bfc`>YKVFWF`g$?zM)a{XHFE8BxUUnyqIbB zoI6$MRsA$E71liUWvW)f-zMXBrQK-}|#J>+hV}W8eZf)4t8^u?<-iiEr-J^?hXc4T6O! zT9dw^i@AuLKPZqAcS~4)3QE@pPf6u|W<3^FJ^tp#j2*gydn#_r6vj4@?L5p%Ax_;5 zic`Emd24x&{$-jNA5@!+c0~kRJlIqlTb266X0rBXDjZ25wKbn_hZqI@(szhwtch1C zw?Qmj0S5rBg55Vcw{A+O?K1oNdm0e=2L4QLGzCH-!$_fTpB-oly-y(-jC!$W_{w{9 zkS&R|dF4zo%uTF8_9*v`KY(jUa|BM3@OWdCT;@b-0fQ)!#C?VhmCS9HYg|uBDSH1t z#~?{aynG5Fv1x`&&O%`>WXLFOumF_hgW0EHBRbK})9ziy5jHn1UJrZKLipc5&(d zooBz^5|EmP2D8lNB9^5-(DaR>{l6RLQLt}IVWN7}qT^x`D^biH++qOEYp?zO!9VwI z*xUl8E>m0p(U5t7I-BaW8NB~4pMlZceD7kU9@1uV0-Qr@qvEKUg|3DnvOkf!?a%l2 zlnR5`F{IE<@pajbu(X>tSN%Qy{?O_BU<-T~*3C?U-kdbt%Wu=Qzf3H-mO|6^KhjNQ7UW zXosaN`qKhxCm>|^vldM&O}56`2~W~wXxPDVrG3dCdQMd z1vzU6cj^h(nsN=x>wBv#{{oJczb3(sfvu*HCBboQ>0tPAvY7*9TWk}%{>k9cpLhSg z5yuLUO0Rf#>`>$naHZS=PHk)V$Gg094>gs!FNL#2*D+SNUG?jHYA!uYAt=ccPP{%H z*mb|bRI8!8zY~_H@yEy}=(1%)C~iznWB%4(`M#sadjIAc8NXAo!kiPomM%w*KN*wf zm2&xC$|Qp0Z->MqYkdpcRYtx1j2e;7WEbY?=N%wG`+y4-t^;oowi?*`mH!iibrE1E=V$R02)fyC#WG< z__YIPW_|{QS4h*HaB;qhf~;MJV`Y*>6w08sQrJR&Mf9Fqr#>11j5=n4zeblTTO%p= zgr7hPBT1txZJ4A2jtXsehdnn$;R`9-(`)MF$v%K{mU^sDEiu~PW`Pkp1=r-i`Y}>^ zATF>@Q1on-@Zdz(@4J{H2ljA{K%C$XYkl6K^Ay)0a6gWJ$=)`%J?1#yPVe|e+gUV` zJ9jP~{PB@a_{5qKY!OMorifgqw_AsLnF!Xk>iE#GkdTJVrOHf1!;@gFjG@^vU5QYe z>P0XRObggFdZ%aCm0zyV1&dS^aznr;#%-}KTT&|PE5#CxO)MRnZv!d;T3FIM?rx(Q zCSyMyo~ygWtQ;r-eP-z|LnPa1=>KoGygUbxtHM){7#qje_9o?6hn->%ArSDp9e-a_ z6k@1v{(4-@2d3m~j-<@Zo%XauGMb2*3cSlT*?u(m_DSMZ?ZQHwR zm$s}Ovdp~2`|or}mq+|~x$en`rIE=`7k;|Ff09hcp;X3Fq>ohTT<6L=wjFM9S_cy?bH`b|5o^Sf} zqy;U4*l`b7aMf4jc`zNcOiv$#bcBm0Zv8S#M68zGFCJuh{M@+*C;0U1-#Cg*-rEksLS9~c=lSoz>Y6ER+u=%S{C+2evXAJSNs^F)H`R8!xi@ zPv;grO|hE~0&-rbEj$MRjz6emNnOEkG( zvq${)y?NzDZ{Ie+I#2f0SX<+)>5(2Y{WwDB8;VhJ1=BX%2>7==-Mcj<`~AcP>^6C7 z*eEYCneEJB#}lX7Q@xzD+|#-WPGAXw4{sq2LZ~Y7;kUWDjN_37MB!h%6r$^nzBrTDOWQA%4baDpIQT znuX~tA31w=@+*3RE4FPrbeOv+_WFsLy}N(?vA5yefd`>JBp0eF#aQ*#U-`0w;2F4r zYzn@9{kj-j(8@CHsS0l92Wz{n@cis^M0^@$Wy!_VoS6uqy)^-o_NC30(GP;7$VvgE zgpi|$xDNnz)G>4SWEMmK!q}YsK?T@B-$`xYD%qEYG)}hKaAo)ehzbL|8;4u9i3%>) z^c%5-uLoaT+c0~^L8EscLENtq4&Epl0^Ws#70 zYdQr4%*mpGn|5jC0(^z{TD~mQJ0Frrz+L@$53y>^i@`h|F+WLdXh{9=Wxx5jaTyOE z&fI_MAM3`lyluMO{k*)LyNnf!O}3vJ3uY0x>9w0O@S4n8Je_U-w2JP`n;`{E<#&+X z#aB_r6)|ns+rVbMQ{8{xqni<<{c6uej*m{A~-mG$gwb8>xRInd!NN?h5vp9LT9_^H5;sCP9$qtr2qTRF>_l#+vJ>d zJlZBc8-XaR<&*EREvf{M#kxamRW)SE3h{rzTP0n(4AI7d5sQ+B`F8mhh65Enh|?HVbNH)#cIvXXai|=G*ueXttC*ZG5IwnezvS3 zh}Jw+_Urtetf~b^NeD`SpLZfh+dj&*h@YLwA`C`C1)ioVQ&Uq@pd;^kc|iaES&}K? zzF=yDEaT|Jnuku>4iqncg91^8W-79CzwF~qB8l0VJ^SwaxUCcKb1DYWR#0JO;`W0| zxa4GYXiy3B3iCe&7J50pU$#(Dfg-{i*X+@$2-8iq_AN_3){UVPp2sD{-z!cXxYcn> z=g}UW<+t!XY371)k!D!9O5NmCqnn9qn0jJRcD^_PZK)}b)&FVpx}^}SpetuCjCEW7 zqNSO@N!3foqEw_GF`qxbGle1DODw-f> zS!`ZSD>OXlIQYEgpk{*-K8p+5t!GFXpM8b4{Azo^*6w#Cqc8a6=eG9%YrJtz`&!yPEJ}evs2%qmxaT~hzz}bP zc1)T|k1gsaG(@`^W^o$)G>y_U-Oa)8qtMYw&Gj~Bcr zS@KZCizY|Kb1dZZNQVqEyL#O^&QK?X9YgBSoSJ!9xNWJM`Nt~CrNH{%zuMiW8%}5t z*WQA#Aj)B2i45cc#2=%1+e1|o2ABr&taylfo_AT7Tjr^d4w!3x))Yn$-}#pT3lR%YapdoqarXAr zc#Te->>0u`s?1)v|4xB@%Z^*zD(LU|<?tZ2X zg8XgbmeB*0MS&0XtH)R}X zwZCokFj>(8Np^JEBchdpWBzO6jPuJW{)H!^tB(I0K1*O)de3VUE=P8;=c7SB-oL!Y zo)X0F@tIjE&6hH9IebmAZ_K)0t+zVbOji(nCM28e%3?GzWxwZwdV=Y3UXqxDP(`l6 z5}w4lWA-Brj1Rm3pn0*L7#%ee2!~=qt}3|ruEE+AW|6uz$<}w`w>23OpEm69zHatyHN|2XDa{zxSGHLvL8@C@YKb>F< zF5H6ZG3ED{Yg^ARMzz5K_d#@0QN*PZn!5<3_$HK;R8Tw`fy-G<0~k3La6oTenFWPo z8}!I(N?xCqG;p+8Ba~!K&6C8_{1l?E&5E!#B{aLjA)^*{Eo+ywh4x%l7Y=Cx%Fu)# zD)WCrok3nmsesj;KFd_!RKPDvP!YWk=c^~y4;9xE&G%6%qL1m>yZ6bABC!$v`g%)+ zpaR6*^n^v3u1{=$cZ2S=)p@v~;Nine{?X6h`;Sy0S~c&zLO2dhmFNfKqFf%FW9=Rh zGvKwOZq)HBtA~h#PwY%(YJIdTV_&|jY<{~XX66UGEbloSy8Gm;FKK9#c_*pE6LI~(^cI^o z8wVi;MU(EWDH@??B(MV(cD)lVJl>+L5Sx12&YcH4>~PwuJ1{M3_Svsl?QM7D)h=xR zYkO6RaqAPKT`Qw>rosJhho%v?uvHO9js(5gR)3^fx^oDNgpj-wfJCJFxaorfs!p?e zO|b2vTa;I)y|ElDNY)gn&h3JpOd-t#Z_H2}}+zX-PV!}quyi5Ol*e(kWRJ=W<%<;TDJ4NCwx(;fLy+@AR zog;2`u1ze>HJZ72-^}YN#Ij6$Bh(@c_W0b2)g_m&U0XLw(IBRq;l}2uR31NhbD;jW z+yY7j#WoOCA}Z2Ufdk9o#%mVdc)ifMifKyyFE0}&j(%|(Y>C4#>Pz}HTrV)9U|1&` z=OcE0%#MwD8C0RdCB1AbUR_Ku#sY)SPsbhFWKJ8_~H!&g!o z2vURR4S<1gJP7W0WnYCbX4j|lh+DHl-|Vk{@#)$0yY=_>JC%dn}P2Xtgp|J5u}z#cq!> zFJblDF?7N^y`Oa3TG;?}$xSmBPe}A}(G!Pt>h$8mG9QGeRars*eyQj4Nouc1scsp0 z|Gb_(9dXQ@b6xY*9ZGYkfwmKo(F(91(3^RbQ=8-ct*ssa1c&;oNn1m)eHG10bkuj0 z{%VZzK;FpVIW|qU)6p*GC*MD{tY?!Z0Z-fa@tidon+!E?&B|{c1_wK7Xowo^W%tDc z?{Xm8!@`!{2q0H*cbr3eG;oal;xd>v(Ui|E`U$|=oblbhvT|Lsd)s z+^5A_$qX8Pp`M8G;vdzcPgtuh>=GX>i(ly$bq3Ty;pm89l-3y>nKO_3oym2WSpBo` zB9yOMsMoTMkyr4pWX8ygll=9uRauO-mR2;9%ar3?ZfkC-|MTNY&x43qxfcup9#p=5 z(48RLGIUZ_qv;Tmk_SXC3HWo9=K4HV=O|w@Zr`4K*6jG;N6UvYq^1I>@+B~-BB8uZ zS>TYPMsD8hnn#r$JtoKMVRnARDGyM8CLmb3VvlD38CL167V$z$zqm;>sJK zU$P&7pR{Z6b?KIAPoqKg!vMAoW>tou3mc-7KXM`geh$Mecx5uCKP8g=#6N7+J>OLMxM% zzh(`Bs`A@92X)oZ5NQpQ8&zox*+*03Zmn~?*b&<^l<2NCQ#U+!r!y0C5dQb-j}Lkm zY22On#~joIP4$Yeq03Zl;sITp_eU7e_>oN>P~RH zFy-MTB_+x4+ROezc+S*TRn5Y^znNrJH8Zhxi>5`Oo)AcYWaF=_7&#}{gL4>N65HQ& zb2hOV$o+KhBQRN7eLF2-X(p53O(=?;LtoYB9hf+I!h{qz8Z8^|DJch!?pxxC=R@$) zD+xEYf#t;5rWxA?{H)kk-weegSEC2Q9xBNR78W;ol|r*_Xn@LLPVV{^~cJ|b}BF%_& zh=)t_*3<;RCVl=y<#Jw%0Q3{=O0(*#v_Jm-q44mv@rMZ(G6zh#Io~y`a3!$hpdmv_ zI!?6kU(9lrTX*ifi+_81N`%(h^yO;@AR_Sr$Qoh)l1XZERlGrmTUuQPE`L0b$^?bH z6f3A9nR^m{l}1YnS2Z-jXoSVXvzDzcHSgNVdB%N4l+fwUyD(`b3|&$S8tq*ihUrnV zNW`{7aH2rHpX$D)z~M*5^H_WbAp&nO?%aZwjR!JTYu}pl zwZXw^!W;p@o2^}2<@{>;-bOauBhf}bIy=X5zxC?I5{ignJjZ&cFQr1I6 z-7PNOxC#S;LE1{yE+3@7XN|BR72sWMBIA88-q* z>co6J`bg;nSTvFW_IKEX4GcLwY@Gxb~3K)#6 zjcG z5tGIge;(V^?y+zIKK$LM>lU9~DAE`%$fn>!J_%U4v-4-?`f<`}lcdN7U&C_1T{;Z1 z^Nb0)UgmM8#BtO0;PR*`$W4G?W!-aE-v&pQJs8wrZkaw`tT}}iZ_=Q%gVq zA2*)SA%AAZ?0xQ7vNWTLc-hL~=`oywU~AtVT8ng13SVqS%ua@i9mq-d@Hc4WhT-8S zmQD(e_r8!xX@!HhDh<>&X@f(QjBL*t^JSUqlTlUo3@c1*ZPPN=p3nOULMj!_(TQ_e zH8jk-w zYf?6QSOco}u>kMeyWH?x+ByMjIDFd^W+$K?zpk~s`{^P(!05`0M%VvRmCArPUqb#w zjv{T$uZn1)Nzx{A}|4mamN{h z%1HdksHflZ_;OITC9HU1VB9jX0tuExwKwiRy0D_k7ZHybAMl#ngigH#AB1o!<#6Ej zO`?)ue(va^)<{}Ff2z0ls<}6U;DgNH?b5?=r<>v(V5UTMqVMud4UqkJEgW?xeCXM{q7~+Yww103v1QLPVz+T{2$h&H6eDkZ zdv(*$RwtAzCpCMZ=-BLnEG>SO*0wOd?#+p~zG(fW!o_AuWR+>dJBaHTkge^FMFaOk zR8IHwZc!v4&>UO$?e#zE|8}FIUr^d~`0Ze~P@AMl8}Dn49vyi=Z!0tR=t>p9sw+_+ zjO7;N6w*-hUW&}%6PthLIc-R&NR82)gepyz6cL(x_UfesklS`cZ)a*-?3^=(4nAl< zj7A!_hsp;&94~UJ8p$TQO(knCnO6twviSB#3?Avreir$tD(oLIo4*acnuEUl=LmW^ zqmwgowZGl*!hXYuCeEL))PhkvQ>F`)Ow$?QS-8Vh`;$XWV(hJ4`<%TP{c*6w27ujS zu`_=DHlMLitC4QRTVAmEB2m!bVf2>f-SEKje-{iTchINp4)gp=iJ-YJ_j1il$S%Qy ze;m_ru`}(jb?c7HC3ev2B5rtoC;H#c|L&aab-VsI_u$#(H9Z**e6w@+PR_kZx(DVw zba``6%MN%J+lznS9Q7o62GuWQ+=Ku8REm71O}H1k9`uulm2du7gVT?!EOIFfspv`a z8hps2O$U3rc>(B-cBdESy@}@{cuuL8kpd?|;@T6Bygj+gH&|=yU5ueBQe?stx40;( z;OL@n^g$OU1#_iUnHTx{TESC%RSF9aEq#*kbv>dBg!S+3f1vsjoy@hCgI~;N;*?vl zRWC|wfjQ3NiakX0d>)`tf7t^ikXLWE4LxdE`s3@>7Y%fpZEoT%&I&zYW*Ea1Gbw{r zukYmeh8uNSHD>i<7)qI!emWq&`P~QkXIvk?YoB-EIiJ4^)bW38_|kiwJ-RLXayCVC zl)`|V^t@u*_NKLGeqO5M1P44-lrxMZTty(Gf!oMIon^-d0*e{?0T0_0yGuKhzH~#% zfIdkfT`s`vrX0U7h|K5DEf_$6$cqmvD6ivvHeRscRo{8mX}8peHtyG?(;zzqp_fUV zR9pBCWfT}LI{uhAVZx5E)yv_fh2f`r zsk(!GZU0f4qjk8p??|iA z(0a_2njmd6@|F4vPQ)k~vorkN9GznltU=j9&W4I?HMFpMPZCJNbc5>035wJbu z1ysf)h^KDP6f28(TXDP^p%v@;O(}1Z7yVhx<3$&G%r%)bM5p%#tGLU@7n|EG)t-9T z6J`ris+p00Tv@6w1 z{T8GlK82D~v}wI2EIFfL^X3MJZo}V$NZda$u{G$LJq8p;_w(hsdDuKUvnPT&eGRnMRn#rNEBYcW?9Ta$1KD@f+O|Ca|w4cn74|A$w zRmV%l4zi2z8VO&=x;@LQAFW~eI(zrd@YaK7*IE}Sx$t(AM>d$*H*{+^aDPv_SP;r& ztv9ll6~2WDr-Y54Z2~ohG!_7fb#|I6JtBmYL56tTDcbh2(kDP@B#@cp>Oojvv(jP_ z)*V7LBK#GUo)vTAxXjlsZ7_Js`8B}JNF!!`ve|&nkDr>NFD1Nq_y9Bmqk;;GZwpZl zRY+w;qD2`<^FjxI>XaSrb}K~DHKn{|JQ+aUU^kCD?WY>W39stybkOK)h z1IDo_d0%eTg7L3=^)lR12=`6$-&d8#-mn}322#qnp@rKtgdb#!5HuInm(Pb)vVN24 zVa$zh85+;B+I_;RuXy@?sbi+7v$y8zSBhoR?nMl<+@G6%k$X9q;_mYC$U}#6Z{J0i zp+M_Gj00h`p8PEdWv8{yz{Ag>m`MQXtbyF*x-aJFnc2CB6ZpP?P9RkO%R3^zXYlt#r5e zF1YsSk(CHM!F@G*sCcJue}TZ`YvIyJQ#B>9HhaX18Bv7%a(x{VVRYCsc26>4qf!7(z>;0gwVqU{GNU(~3q>D-tC-vcm z0t1gZIioujs1S_KY48 zwjFP}`C@%l?>$5o(1HndT}~)GN%K6_v(BK};6-=tFqFgAMwb)6Y=`dk*HjVhNSCmM zHOn949z|)fnrA=#%5%%ne{SAZWuIJAR1X~QeTEqp!^HZX`<#;bkQxUW!j*&i*OXan z+7KLNz~Q{S&2z7pC^`cqG9$16e;{O=z<}v~D{=JMy9KErw{Mq?S*)758STGgp-8#9= zVb>$?+Mg*|p?>1ropYO8*;u1$Sf$-GBxVC_(?m6;zmXPNJr7ybtm^h;^7zEeA%Kgq zU{UM8eV8uGOL9xsswV1`5J(_$YlS6A}laWLCe zz?#D{dKSgS^m*=_+?Q;*$Z%^Dv1 z0XxioESof`DKetn_##Z;@77hLNtyxZuprIj2#8IjUOEoefJzQv=3)|@O3#xsCX(xp)9Ft8 ze@&fvT+R6!$FsED$fU_qE|=3n(KJF{gOE-sl+%jLWGh;vL0XW!Y;$Vlw%$~uXimLa zbuVf#k$L4Z9j~i>kXs@}v}c)0b>H8afA0Ca&iO6h@AG}0&-3{_AE3MeE0h%x63MYf z0Q?GXivyvd;?=CfL5>?_0SQA*&|v!FEAqDf^hGZBY?nvP+D$W*uHEr8bYgB{^Ky_Z0 z0S~J%FiI{~8Gl*O_svMq?-=admP+4I^^XkEdt;Z1f8F=&wj=Drxm@>P$JI(-Ld&&- zubhNI>HvWIL{tW0Nwy?%80u4Kh8z;YJL@wU5PHr;Uonccum{=y3mj76lfmfr@&^yu=CQI8OFw=?t%%{KpYbzeSeb$?ZptT#)=MP9 z78WRa5G)CjKol^6*wW%Ma2$E@`B&inWC{u(;p*_Di~@`FQ0qAuo66-YhdLI`3Z9S6 zx-8L~7b>GD3m>43b zq2Q|5Q}KBG{cZSu0t|=nGAItJ>goxeg>8?X612%wl+V=Rw`MY2Q6HoWA9z=Ek0M-@ zO^Z_AyUot6B8L;KJz78&4GpPGKJg_Gtk{09OBK$y=A=oNdmiTtqPC!j zP4rwdJ-v38B%eBUH^3ffmzWziKiDH%*ct_QJdT@igXCF7Ol6pRhF0^x<*}n_rA~bl+T7br_8TpQxb zg{5I(Q^H-xw;K_?Mzj<nLIi9F<8Xswrm3NE5h7Ls zgHK0Ss>EH^7=j8LkTiU&Fx59mUmSOo3Cl2PAT5#Y-`^XM8{zDpqF%d2iJxuKI$OFQ zQn&1rN$KfMOqP*IGATn(c2~06yPlP8WRH8cnzL|?VF<-nczgT${<^9t=j?S!jJ~yY zp4o7CoLknR5LOZtIZ5W8tXp)I7JL7y9ewUxTkHAOj8HgcamJHJie45;%p{q~Me3XN z=n08VZ=oi}9-f4K7CgVFNDIaV`@@4q!HlTBG-R=j7>54g!YFwoH=fiCoZ^sU67+3WTkpsO65wF~@f3`TTLw4rf z-nv;FOjK3bkwagOEDVaDeM{W@gSPs^Z$%?F9&yU$8mDg;%+Jr;8~bQs7GM6U5#kb*Tl0d<`$= zWpndtvIs*`geHe8E65$B3aewcyFQ-w{?0}E=lB`*$T$n5P`m{%q^{L+wcwQozx20P&5fXrTF)uUN|IS&Bc@U51?8P7uF zV$VYNwhzXQ>aB4dv#n<6)VtQY4E=v$V%+#QQQa&WyZKxRk4}8#ED#xNsbPAC?z>$| zV^-j`m}(ig4#Isf^KZ-=zu=@*!(JiUczclPg7U6Irs4ToO(DzeE6+#|VJPg%loN+b zvMK`OXlFTgpRr+qu@>S9@iBew*q*a_MybinU%U*1{Ozjy`%0c#AGS2iYjHFwP8NUs a>tU7EHE9|v0}>E$)sPy7!pZ?kp) diff --git a/images/pairwise_zoom_5x_best.png b/images/pairwise_zoom_5x_best.png index 4ca1ec24e22db784aedd9825b238dbc0b56e9caa..7299e2d693ac68db7433ac68910b0f123148d4d8 100644 GIT binary patch literal 84618 zcmeFZ2UyPk|37+1Rz^mVG)R)tmP%7aN=CcTRElV5?~FtwMG{&F?WLhjL_zwoZk8_=IopE0uUte{P_xm-T&&PV*cTS&FSWm-9L!nUCD;|?qrBJ97 zDU@Z}t5@PDS36l5@fWp?tfKmAJX}{B-^Rb!SRK=`p-^ZI$sek>(r+$OC_5>N@`u$O zpZ7I8XsavCiVO|vXlJS?Mcn2z+NP33QQfaC*SDVjw#vh>O0&(rN2%`#XeZviBem(W zO45rpg>O};_N;lkQMmrY<{ez&oF_yFS+lc}2de0jW2W8X@0RcjnRZI0D6qT_3l_W1 z>BDyW-^YPR^37BmH~sSn^jfo@?Vm@LnX9100F}zTntPfon(peFdZM|NjyHrw)|!T1EEFj*gCVy}vWFvgFt*V?Cs% zrl%t`unZM`sU;2-tKg+xFJ3H?NETJoe{%4f6(a;Ra;IcJoxfyQr3W???FI z<*D~#igA;}qvg`)$GR)exoKSY^N!i-jsl;gVIJ&s}o^18d61yKQlxX}T?BsLNYpfn~n?erRUHA9j z#3+2}rfGTTVFiU%yu7?Lbr>X>Q>SP*-=RL6c3I`^*(`e=%nEi|yGi7gZ;ct&yEE^@9W;ganb&f2b9eXjd@L@e`CaH+P!pr2aX%z5&`T%f!iSa? zmYJCuei0Fc!Im8Bv2K;fv_0kCO3KRe__yJuOEf}4LhD#07}718mr>4T*{{bSct=L= zS+{Q8&$hN}c?&Z!sy3?IqoShtg@wKFs0uz=9x5p}+W9RaE>5?{KC|l6moG0B{8-5E zlad6SCkK4Lzd03idG^=mwKu)IB5bzs z?E4vSt=qnA?b@{rJ9fO(O3)MaSdgIXl$2!t{l!nAInyp8A;IrHv-q#6;olm9d=&o6 z_5A1FUtM8sZEe!BchjcIA3ofqyhR_rbcqWy;dAgx&i&@#&6nIiCH@I-&)(#O1gT;k;QOBX38<<2Xe0+S70!lyF=ouNw z8v30x*&;VN(Ci-=xI#`&&bFs|jmN_D-sF@NLt|rVim1~F`^e}h6$NAF<>%*@9fr}9 z-AHYV2`RP4D)N2sU}Jq_qtU0^oA?C;KH!=jJb2)#n`OVRsW({2v?4}}&)C>F++nbV zLC|=0)%Wj7maS4585st6gKiAHSLf7FTfu{4>{j;nn$c_5tyA|=qdRiBC3|~ag1&b| zL`1g4u3c1;&SNt6_6M_baw=aOS^MhMD}$29Jhy#(KKk!gsECkT)gWRP&=$4712zWt6~jp>UyiUJ9%Ym;f zMBE!|`o-CF3$upgJ+5wU{*NEul608}$Neb{Ki<20_wpSFFX!Vq21Z8LH!vRxS9^0( zsh{j4R`)3?Iqwah->ST{`t@mz*~N=g6sd)&^XD>c*L?W!p}RKjtk;(X?A#=S56i~- z8n!&#d#W&yTPxADoaNJ}Pe1GQJv5GmZ>6I%$oHh0!Ua{v>Ih9uO_2?mH$SmMYPx;P z-0&CH`ga!}X3uBZ_3~e=Vy})nyRD_A<*iN%2aANGXM4Lbb{km|*Moz%FI&DGeeoJ* zeJ3a9G4~u_-xI+}r=A^LKReN1aA(WjpS`_jFU?jhv_wWmlI3nz`C`S~{Jj6ur#`sB zkIl`@Sa{t(()mhDOZl(1ACqt%TaAsb5GLhjH9cbD73donvTZvm*8Vf^j$I7BgL1W< z4WFnHTwSfMvXL79Sr^{hPGfiH&Yc(PT=d^cOF!*B75cR#B{}&MR?)t3yV;2=NthQS zY|FqN>cbl)B_!yIaotA_ZgR#x zth?(O4?GCkwsosdXJ@C;Lyi-4Gg$0f_H4c*8~pzL`+5{#fxUYbE|z-JvKB99g@?;r zZpuh{n~=a)_~{epyDXco`(`F4doVFtr6nb5JzW}j)rvtTyjn6GB zD;p8;@$va|;oH+YoA1bzNuX~WtWT1oqdt7OHa1vWU7ejT49kjh^>tB9ir0iz{JBjh zP^)xxbp?2MPUyM!)eB4u4fimxx(;2#v&_)$c(oH{A_jUB^0uxxyiqGwTcyqAk?&|v z(2W~690!`j0_$AyK`(Z${uQf}BCkUC`S$JA7|ceOChRt28|W4y zYAqX;d;ZIPqpq@$&%)-l6q}J=bkk zonylIF`qs!o^Vt_A*jKR)92TCZyk4_vDnr2+nj+)pE*uEaNUXMpK}7-LsJLpEShsB1jrVPAY~*6+#z0#( zW$ePgXJ%)$x>;~x(zAU+0#Z_Xu4CQ)Q+*9WDDx^zhiu=HX}oxG-vau&QeAszr_Y8B z8(zq>ZPJQ6vxgBCHPyUs>tJ)1R-3iSB=)RY;P}A60L`6UI@jNk6>n%5p*nl--Z~XF z|Jwz();|mqJ9NnB)~#DyUGo|}#|)xo)>*b>?>ohnH!~WZn0We;Qsj#_Z{Eo2m~=(5 zN2zn2IeS)X%AHIF$6ti79$iYqV)iPkeWC9T|3{B*CY}FMTyiQ@;toBx=1wUomOp>~ zj9hUOT$~#{<<-j8)!zOpIs14JZ$({QP}uiJ=({PVz???iiy{6sIeQg-=C6QGS%=%a683 zF|e@EvvBoToEKS1%d+nL`SbD$3I$l8dJdhX+bNN)Z@j%%VbUHvdPJ?IrA11mn3$NA zwe>YLZdI34r%siINwX>{Dk|CSN#9jWsvYI$&!6G%gilPo&O$8;a`6*9{&>I26c)+E z?R)n=p#@-zSnStHrpCQ#n7xdNxyvkWACAiWM9_o=XlA0X;YMSsxt8O(?fA&R4hstl zQR`pS0RaIOac4!&<+^Ui1GoM#OnjURy9amkHE(iw_=9Pf+pVoUXAIEaP|SBc4+$~6 zcv0t%Xv~f1^3xO3=*8-Px~|Ey9gaJbN+;D?7aSB&`t4hXhX^`$i}2qKbEC?AIwA~b6>T}F1?BU05p-+^50_0Kfb&8{dCHO z698L=9mRp#xvpZ=hdrM?+p(2T@7_fJk37v%jmYG%gxK8nuGvGQs;Vj~Dv?GUY;4ZY z_zAI7UyrhskUZCt<3geHh*-aRwI{IW<}F(cEiDr&7Q#FhKA_TZ3EN-vR$eZHyRvTo zx`_-GdeBY4x_uN(lHo4#=kZL&9T$Y5B@^`Eh5{6HQ9C z2Ch0=Vie%Un~>=;884evoK{DdJk7;3ylM01>r+#X+Go!EnwuV-!d4S-ndnpUTNim$9iScOa{@I}@cMURT_y0qB|lrpR^;6_rica?uBP8+NSlW0CYh zJ^s+pu>H`XLnE1A{8)GI-@mRrOj^r%*5C-P(CBCWwfdy;&t+Iq$qa8j zO1XXKj??ei#N_1b_wS#K`q7I9$$zPu^SP88Bg$*RSO47_X*RaD)D)~{Ws{uPbG2oE zG5xWVCpEQ?Xq|C6F$|WooPu>4*mE-EkQdtg3qXH@iTnEdH!(1fm9FXhyuMyLFy@z@ z+rTqn^Ob69YFJahKi}OJ$nxdWCu+Buu@AsPfHHS+?c5St$?5wZr^^m%B=^#+UCYg^ zreW5SJ#AiI0_d)yt^IaHh%BIO|12OuA)&xD${r35qu$y$5P{G6*Oqs5_%aHA>?jH9 zh;i`zrJoH>`5+)bwbLiM_)=Xwv$C@CMtXWLtO8E9M1mELqkOV#0$GKH8vJB=g9kH=JvvW<3yc`W0U zvb+aQtow=QCeUe3IMDS}>*9hpsLFEO+h6A-3Rx}21HLb*R|!VqWAOi@bF}0W$otTqM^`j)~>CsHEYTch}X?pdF4vKs>deY z_t72Gqg_^Zc1HjVe|C4@1}S0_5!nVTScuir*5A*guk#xB4|Gqq)cnl2TwT0wW!jaq zkO6)I6dpTvOa?p)Ky#Iw+x*qRND#K$ckdPyJ=|NFpfBw-jS6!I0A3aVeY~ee&B-9! z+uM6?;h;s+ZB$evu$d7@KHbclD7+u)>lvOMyrPYJJ33O-b&zmqp?;&8wX=!c4p8v#`H@8fMZn({xm9Q+Dx~bXO z-?&ok)Jyb@?=CKEuxbO7C)#mrZ0yj_56j7Fcylu3G{Ckdg@;d&suilSR_`>+C?~%T@OMjb4Xutc(Df1FrD)_4QR(8!m}emeI+hY`c%M=M7AoU}-R(a^sU>$Nrpr_4>6BfSS9z`!7t^ z5r_$upmhfh9H7%ZckYwE$Gk>|9hk-ofMqlEv@>VU_}o~zelzM8-^vv$2uhc*{&iE< z1vG+|mewn|sxkLcO|%B!^a~&h0QOg>MXZ0x6F?2(!(VCzMgXHn z0PJdGv`#SzUAX56h81|;^uh%nA=5HCv{OPR$RPC9!~{7`4H-tJeYwxPWyRssjB0fB zVcRs+-O3^x(k;V8%_?>#DL&+Qfo1mg<;&gV4P6IwCO<7-wShBLAKe$ob!uUDFs9G4 zBK$CctbpKp1ND0b3C!)QeCcg=`SO0o9XsvN0T|m|hcD zHt^{ep0jDU31rUA&7E`dA08j4#{@Y3E?n=_@XYnr!Gi~lULN&rG1CJizYFqp)R*xN zDj=xdfB66`kQy` zSSunTa`VSBRh6Hs|~Tw&bP zG5uNy5_I(RQR3@}@c2dOKWNj|Yj^$6qP4}YS6q`rZF1lht8wSpI$92**bsP(-7hIB zI(+5~V|I2nK}-1L8qYQRqpx~zV7?9+CbMAYk`n%6@d-xM019Kzh8xjTTeQ_Xph{4O zPpwiwKi1C*J0(3&R}#dR5S`d^=DD}g;75t3EC*WdgYljh#nl*s8FTEVy$d$H?D`_9 zKReS`df7Pi+ox)4H5C+rx`D0}>YvY9vFJHJd|z?Xi87`9btstg^_o#iwz$m)C&xQB zD)&Z*s(vht2Iwg%Dqh2N%}uH}Pom9goSdNP>iqVspt5o}byh%F*zIL+EB!wgknOak zGqu#P^6N4V;S+jUtdhGWtCL*jJ=jeoORu-Ht~rx>X@$9Y@Bhf>KPqx(jdY-;wch)$ zLGWLdy&28hzxwxVIK116#mAaO?^0W(Z1XNN>av34&+i&N_YM->_F0q`|M6M#lHdP2 zw=qW&-h=Pwn@0r7ywBPf>8t*ub@8r- znKGZQi~5Qxso}sNzvu%}-!^>X3#Sr~?8&3|8-IN*D?QqIL;1P12MaB$l=|^?Px-f* ze3Jt(F)%fK^Edcf%?Z6NjpcDytP{n~^@DWtcg74qAT)TE{HPk)_ zQTokvbT^$wJKF#_q2#Fjy9WlDI1-PYH!(3WY%a9>TKY}hfiqIDM(FcR>n$y!clP){ z%3~M-{st@ivBUS}8ffJP=H_=HMC_7~$gZ}(zH{!bN+1s#+p>j)h1ImQU!YMu>REC4 zfyduFRH=c@bU+i}P0&UtqE(%BrSQ6H=KBF%r^0rRUcC?)w{Z(~L@B)j+Fopcb@hqI z?fZBdzDKF;MRnT*6=P1MAo@X-QK*EI;L-a`cYs*tO8yzUc@b;@#`5r6RQHs9tC?>p ziG7W#T7dX}Hgf(Vn+hHMf@@%IuGG_mS7t14sT)RqzHDd+>Eo`47~?;?dIJW3?6KmB z6JAkK`}XhOZ#CL^!YdPUWCR8Z^y{dy@;%w+2s!VHbW8o}Se-4-&dz34uhswzUW<+0 zANac|*KLQ|Yh}PWW{BekhKAPwwhb5NrfK@Yh5_r@*P3-T zk!AD$ng=Me8r1$3NUfDsqN)cL+Xu{zA%t&~e{CHdLx8>v*deMv!ozohx;_`RUY2Fw zfBoUZE$h~=2bv_9^B1~4*LnBAtSoWJi&PYJbsB-7Y_z}^2fC8qI}QD$!p~7?m>ITj zCsYKTi{c}lQZ6;S4#2MB`*%4|vm|gL)!z+iS9ai<4d4K{xw*YFt6bLVI=UXZG`Fqv z-xX@PJ3gPyx#Ym5>ebS7L(6Y%VDK|ZBAT4QZdQIU4C@tPMeUv6S$^+O5$`eQE#$44MU$O1%5f3Qn#2pxbBA;`K< zgiPMqPKeCS%@G;@?OV?5 z#f4cbE2{@}8tr{4e+BOXKumPZk5J_k-Dd3_ot)a*iyl4^wPwS@Tm}Ty-qm&fN7@wz zDOXWKxA14*SjXU?AB4pNW)&1DBxH&G`u%&;#*LnMmtRohM@+9R)tYYIkJMZJZ*4rX z3HQvE9`y(K5mM2};3`^{dwxD| zdW`MyPACin-}hl&@YDgmQQ@F_GU%2MAoizE2w-X8yNt>mhxQ z$TtGH5mjjaxr~iq=>Ga!pr>QJ)-fJf4RGfLtvLJSf%lt)2`gbKa4;Zrt%hNrOATB`)HV@U+qw$qwHm#&f`5fm6DI`@2l&O3532Cfj=}w+!Tg`ml@8TJ7)zf z3AJLMt~e2b+vzE;Q*GW9A1yl#5hzP=2el(ESHD%kKKKZ~CCTVBjhBW2j6XALrY-IN zW&!FGcfo3p-4zdYSg+oI_?DD zh3p6VrtwxSH7*e@EX5OcCl~G=-OkX=?Cog||6`}K?61JH%r7iF`iBv2qE~z4Xji%a z^XKc}QBEtp*ZR}ljlCABbpG#ESJ45^<$Uh@Uy4(2RG-0*h=9)85z#GpedkVb@g2~$ zzm}F#pMEZ1Ntb-169Pd@vYsaI-5hpk5Rrmc`hT&y1u8P+##faURY3+z830om88o?* z2F(cOUqW?K@u9mQzIb$BDFpYmOoA8(^`fAvYI9e4*q8KH_n2x}5!A3RIJvmE#$zDs z!PB4&3AWjQq|{VOa{gXBzOL#bML(*aF z@gayrXf1c)Q?x->N=#2zFfiD8GE^d}A|4CHac)Xr0YgqR{sU}=lKo*($aNA zr03$>zh7QeHJ~bbXT#YMu7{Vcq1~Kz-I>Fcd{rkadg73P)*i5&cb6N;r7vowNy44S z<02yh7cH`=jSON}*|A>IEL%5V@cZhMmV^2*2w!?68*m=Lo8m*u8x*I`^`{}lbn3UC zbbBi;13v{|w?5B98ZU~kUZ@GwfiL|L#lZ^v#%l!p{Wp-KQr)xQU@D45Q-(_0tlfXA zjX*VyvI+}C&!GyxDxj76=lh%8s4HmsBRqk7OpJ|x_BEtjy8U-T-p&kz0j%HU!-h?I z-0gTP*e#*{6wkaoX^ZAeFO3+@h!f8aQamB+?gZ_G{%{Kd&5IW=D0Hl@ED-RBOI=pB z0p#8bem-hD@Wy%=dHFRp^q@Wz3RDY7F)yGRU=-+b7Z+TJr3#Dbn4;nbFsEDKnoj2+ zB8Z{>Q=>qyW0hjUsv}w-APmt40FbzwykXQIau~P=9c*f9Dj%N-x=XYrEXm^`VHmC# zfCHqg!xV+~>4&*Cgn$e8x)9k0J(q!!?`T6L+%P@T0p-_!E_`mE+H207hNS51878DO z+Ta|oUb|Kf<*}`!!wU%J=kV_@$4;C$0w##wylLxJO`hSud7Y>&fStpk(r)ns8`YzG zGN=!8j)&Vp@&e>ayYj;bG#hs8_4IU+g~7#zQxVNySUv8cofzSgNNe}1?@#^j!_Z{;h+Ew1z9bu?EX z%oF>VnC!3t$PhVC^xeUD8x1tQ=c3)(n(ZWno4=*+KD`1RU^zwm?Af5;{Hs^5%F4nsoR+pTaP(&loagrPa3=TXGP#UsUHqUFAwIB|lQ2-K@q?FMK>U%0VzH6eev0)6w? z3kN+KP;QzSb)^|+@io8itNr@b^h0Fp@2mxCWd#PbQ z>eWzRFSC&vB9i7?H&ACt%mNloqBp(0wQOw1()V1Kz@_x0VO)-wPDo zf8|P6R@UzB?(9ki5D)IUM{kmg-idr}KQjLIzUj-%9A5!|h)tX3>rk^9NyRT84U@aH z%PT&#Gwy0}$+v=0h4ProUiH~dqkv88ROl+Pc|q%!3ty@x!2_h5ZeVksN0b2y<=cSa z1J@31UZbq{cX#Hv5qA0}=FM73H%UA12vsVY=vQGY)^0@vU^T!raWM|r_r0y|gjS`U z?Pwi%Z&IJb=S8O6KQe;SuU!N3mmVYb07Q@5*m>yC8IutjvXnM5Gsmg3AW4A&`2lSU z#?_MGC@cFQEKI+RAymrE2UYha))y2EB0D5qZV-h2p)uo5L{T8Xk7#|!^(3aH9YyK` zsf;z@j@)5?V_=9{tON^L1ekv~nS#xYY8MVwjbBiZWR-}{h^ic=EIU0j19q}gSeTwT zl8{x2+76iyh3o_9Bn873%YQ*xc^!r19@=IDjIAHv8>|rs;??!RG#%F0XC*reHE$Sy zl)mX|YHr2PSGc&ikX%z!6BCBH5M~;E%$f zadA9H?=eszFVOVfW);{?eX993=uvv3 zt1LCzAoj+fh=ixCn*vg9TMsj1w;9XE%O_w(}vKG03`)G}5BO2ZJ-u>l5|F!VXGKvA}K1nE{ zTO~RU8xa?Oj2@m2=rRG!502?AEYbltV0vVrD)ZZRpMLW6DH|+wDk>`C!fs%dimk50 z{8qlVF$JJrE_Z7kF@CWnJH`o31W1XG=OrVOoh>1M^ytUdR#q${IBgo;e4?TZAW?~l zi74vJPa~uUj(5H&V9)LQ_m8@|N?fXbyUQ}qtdfnm;lv)nvmQKqb~htKlzPRAHs~B^ zIJZAaO1VyL#IKLQqCnoE?bomC;tm4_a7|#gn!XPs(I3Dw4#2bO{Xo-{3M^_RU6}QL zK%wY{zssc;@g{o?u^V|nQf~V1 zFlqciRDJ_tR(w}$nwajc+)a^znLr%7p&=`%0Hq<~S|<7cL1xu&{bhqWeTGIy3($@E z;Y+~x+NbL<(Wk?{XHSG-!7Z8&4i1hHYR!x1bK~KOVk}<5Kmh%}0ZqdQy%$AF08~@W zf)xxwUP+0Dh8!RFr#_@Ikuuq@o2jnHvUTh0F(yhrHim%5 zf~%8}`UM0IfTTXd?cT`9$i){1nJClt&x>l>r5Va$&hUD0>>Dh#wG;$5-6P|FBpNQK z7$CVf0tSc0xeM?Ui)V4Rb+NdAuY?2>Hi-5+Gk@9l#9k46DRF(L3|C;ZvaPnZwt6(5 zhT>XeUj*i7dK0)3o(Y`4r8*LwiF?op&0gm788dyX1jj&p?{zhNye$lC-E;QTt*nI z&k0ymB#AK{yv#EqV%K9{-RQ(aanPu`8&kQFw7uO`uAh6v7DhkClSFse6O1Rn193+( zs7tPr8IBf_85V;=n2#c7c=_@@G#@Wy0Mfqzn`un^jd4HqL;A5r)wJySwVkU+QbLpf zx^JMu0xS=W{ZaGc(b*&EHbVy&?*A65YUcqw~ul_h4vb zq#EV!`HTK6^0Y^x;>YXf#Xne0<%!6nLWfH!;03K~VxCb=; zKW0>N-n`jM&?KO$lMWh81(H65w+9CYkMyQlH2b`G!A7jOA5w@0KwARbRM&1+54eAS zgQ}|PqheGxsQTYj&!^*Fz>8I#P;qwpz!4NAT`k-(^65Y1*`^eY(LXfwKC1B(LWtlo z-a@p8#3wUcrv)(>^zl5?OhlA~rO{oV^s?Br<=eLt``Q$i(3<5cQVU|yyfYk!*(_Rf zb)$NXSLxNku&Q>qY|ZsWb5q@-oh+pkdQn{!OpJ^Ed$LIh!S&eI0OC8*I>6~jA`mu6 zC3Y3f_`~4fJ1~;jczD*6Ofe`DGA~Hj`r;~MwUb^{FVE)QVWYumzCc(NyhXt++8u6> zlU<5SOVv3suuSm0xi6#5qVFv`oy~R}S!Bpq0qG@Qzfvf#-n=0#FS0PA=U&1{r<%sc z^^|w1cNe=N!PWI9PJ zBh@3kC)AVx0k$e8WrO*(BO@dHNUB%IXwj0SQPX=NNRFxz<`7^=^c4}0k6*v81_FjX z7h9YLyXX4dyKAA|ssN}cqxPW&tC^udG86WR3TN1OpA0?VK8cc(B&I3}t#BjlsU&C>8= zTxo||nn^!V3`pYCWFqcTD0cOIl&24cg|AD?DHM>Ym5_}wY$aNo0&S7Xq3YN{}5 zHe2g;_J<)M>w!E!6&C)ANywE&k17k5B+e(UJL3|EcSWM1900^FXd=iu6ac7eq=_R5 zj^I1bVhaEYg&z$|!gcDjo}RY$ZJ-0D7o5Lt&`NPSxMHaR#v7sy)0nP}eEqtZwmJSb z`b1#4?SF~9w43gt`s|%4?Knh%#-UXAwd{Am9t&e!M2ziMrz1rh{PU1CEuMjNNyRBu zoogI`PJPzIB5S!1?J>UKDF|R6x9Pj?@-R1Y0$p}>bsfTy25M?*&T7D%_1s$VH&HYJ zM_<~;^~J`JxHT~N4P^djCI=I$EoR34d@V2c&dbXyX4g4-^k`JkaI_#2tdx9jR`<78 zJAPu14Z*@M$>Zx6%W$7RbfN5dlx+_D4p$a^$xo8-q&jwuFO`Nd`=8sjYx*z*WbGvy z7j0HXMn`5iEewss5SL)WkwlUXz$<-?smF7d8KSX(g6~6encjW-Gf9_&#HpE^vYx(H z42f%MsDRcQk`_sQQ%Ec>Qhz1FFXyu-TU_dKsN&J-K82D0#L7AquRhCaU01cB2nqP4j*}c-eaP{v_9RE)qb#LJwk0`JvD35xd=%_ zsEXJT$iRk5du%{b^1#I^Y61hG41qyf-xfvNg%{{kJ4RAo-Qyh-MJegCt?_Xo3Y!#)7Qj5i#vV1FHLoObAbbHrvydO6NqO$` z8@Fxq#xRgDmo}V&DDFgvm803Dp`&$w{QP+ZD3ko@(;KmGp+0a}ZoyzdTlo#-NfKJ* z$QcMCE+etjMIV`36u=uG2IqldNrF~teoT!7r7J2cqblaGadv?t3SB78CmtN650Zw3 zBv}YL^5UJW>QM*}#O6ZDq&|GQQA)cCyB%wfiV$Ok`%E9uDu%F6+EAN`K#I5jPV@Q9 zrbsvPrZNyTz`MLLk48Y@^*JsgAPslX{fuDdj-;WvPxYs_k`N~GCQ&#(LO>UA7&wO` zG&&s_Teof{M|j{NS`Gg?0&KR-V}5*F?(Bg0G!6d}UT~hZTA?W{?lQ3-esuKMQ>O-{ zr@*zac>|sMV@zAV#_OhAF!So?-Xon6499W!*9yoo;T0#j0zZEEaJVBa9Qi;bPj|yV zAqi%AdFt1v!g!^>X1;y9ntWWLA8W$ZIqXk@DsDtX7=GsXB@B-9LFNmkoK;c*YSoqJ zB8K7T!>^{6^x_QKZy;PpT6uy|;*zy9{)7X~uJ`v!Ta3POJ7AELs z9dw6oprkAJ7g+kPiM?b$IiQQUx>nRVO?%J{L6R`z8*RkE6_*F72%`zwJ<{x_dT46+JnBx+j;xRn-KgQbeIT`>sWx2W6<1D#M@ACY-Ol^)(#Ob;oji{^ z(1CM}%2p7Rih7Sf1mTG=H}QB}t64+5U}D3Q!%tY%Pyl66#N9n@o!lO86Q{V&{CNWu zr@^@cwhf$A0FpfdVt?OQeh=)&_1L{?oFzc%Y6r$F4e?3ve0TGmnvP{}cvc6^t99y3 zLs(=g&vd8AcIe(v6qa+gT-QWIkcjfcXiZJEdrv;>bawIanytrPI2>{6vRER$Dm7}U z{J%KpUy>t|tC<#gs>b{eO3>L(2EiMvXpb5i?!taw zPQjT#@A!C&DDuvg9)}@wA?VvtWU#b^*`isL4Kz~FoZB$6jx%FXveP*4NJW8J&N+St z1sB1?l`lBCbj{7oZbOn-Mj;s^gj^v-alR`lFINC93qJq#YufVS4c0-&*v*JC!e)P*cWnrXbV9KpzeQN}qluEl zrBefr*dc6qavf|hG&z~!XC=;K-Phn#!)-jcQq!2M%dPHw2&yT)9&bb}3&tTr-EibPX1bi&nVDyF4ozE;Qpf=-lM_U1{^d}VDB-=l# z=(G`-l@WV*t6#u`D$wLfVgQN8LO^@}Cr@tw{AmC$`*_O)oV`L+DH4z+Cv_1}DZ~L? zlI?H>)ToiL`DcmAe}0lbv+Z)@yEV|%pmpPTj$j4k03z_g$@5QFv151#NsZ*|rhcs@ z=$V`hxq9^@CXIxkD$>xci1h*(cLxQN^nRk*5L2}x-eYlrKs=b&o^WHK>b}IY$@vi6 zKV2gu026eyCkL-E67CL)4%6SDA=w0_j|M*Tzjn!=_7Cs(&YJnCjP%P$?8R2*L`o@~@O9gnX9fx!P~de$^dlu;3@# zmttd_e`8~Yp9|^vub9&8R@)38uMO~EPu#2Z>fbDYSxq#3Y+PK;<{KQP zUL2)=HARhe|GnY5f9LxDR-5QQ{R)8vR+mY}NDaHLJBw#m>o$Fi`$TzNX%;T-KevKz z>!x*FEo@IYcgwGNoSx@V`BlB9p zX9T!IA)0jF+F@}F${o1kyXOuqPCAJOhi4}G&vs=O7ZTtQKqhzIZ1bQXPVn_)hRyexPEVJ6 zgx=-L6_uX)K${FtYpy_gP7aLqq5gc2)^>ganK&sH$Dh{_uSlL5-K4-|{a|1nE;T=N zO=8anyzmLAMMr$rKr!meLw0nMQwVJcBI749*<@o^79wPN5~rrn+d7Sr=~fKbC3ou; z^pf}U6F)}3?)Fo!yT3z(7XeD03@bysdfUFFFBgz|b?S+FbG25-bdMr$&REr4w}Ld8 zjF>KWXwBtXc{4Rl)?b*j)+h3!1iv${8_2gL-!76bH9})3iQwBw93^{>Y@LQ5tk=$B z?u1f=^&w_Hl`QKA(z0_5WLIEuGDepSKn6epeb_pn9et$~qKeSv`b5T4O1kz9CKpk7 zFO-MsO4b4cF}7(0;G=jUQIuG^k3MUjP|?u|rj?%K*U-?Io#-IDWy1qX3=04(8)|yo zru};qffxc@XL?#gJE66w)H>qd$;fNRo=N3W9Km%NW5I|`w?8zm7RDJhER=-N(%5om zgyO4Uyfy2IW0_Q;uYf6YVQkBRMWh@g@kyRH4tr|Q*2e2TgAP#3*eW(LkTu9M)CBvX zmSHg#9J9~bkKGBKZS><>zV@uvc?;iRfRB!+=J7?3_NfUv3^XCl#)d&Dj(QXN6iGQV zKXbB|nbwu%N3R0LI)3ru#kgU7xTb!>aVMu~y>HFa>G6${{Yel^&pH2z6vM@lnP#ku z&zWds4CBk}ela%CEZ#cXGAZaZ(vEGER%W*}E-R@tCCz}DA*EdM4GId<(wDAyFTPl- zk<}ZlC4L1b+HoAm9io50-Z0nXvdnVEL$+oX*~5hrU>Yv#664_k!lrm#+XU~$eSihm znJ5m|r4&fb{2um4)V0ir+|`LahcTcIvox(`bqfd`+2-3g2Jtw~ zgxr}+p*T6@+HbD^pV`#2M{=>DPIEE$=bt zmI3S#o6CYtLxZ6;i9QptjE@fyIDeFkG*VV|-G9h>z|s`Le4TS_^Rk;*fOlKXn1vW; z3W&sWmx1@Qj(c%Ul!*|n)xC#-dxaneHeD^@(E&}l54A{QtU}Idwm)46^U#y|%raLD zRkIun@;izcd)P{C$VEl;TIc-h^jvtb)q^FRu0}^k3%buuG0rMK;otS<`Bf#z3}JAD zJ3|~=iX9(ydd4B2_qYE&(bpT)X{%+39f|?JrC=%DnH} z1MqbxJV-@-gQF~n`~%R=ZY^EAnutsja_KeH+T+G3YVZ5geh8i~yob~F0((OpjY1uN z-9hP2$b1bpxo6KF;ZDfCoTxM3v1PF+az>Z(or}-t@N~$`$BvPJo?4*msYDg1YL@ z`+Y;w)225rU2}0W8?G@w0&~6>Uw9BKYHb83QQPzzR{SLi|5P=AWI?;0YDnJWHj{sl zDgx|#_vLBkL_THonG}b6kWSLmDl#kinWJ zEM60sdKZyJ!x`ydp)%3k+?uiVSNd^^KMWf&5-|S{Rt#EgCVFw?(Qo*IhERd?g|DE- zUqrMGMFx7imP0qb>+oj!IHDk5?p%$CMv02sCNv_lNe&PD&{IE<^LIKjLbRC)l zQG)j>-lAmx?G)@nhIr;#)YBMUOeG!6k=VgytXmM6L*5c0eK+ zHRrLX-=o>5K$JrHy5MIcj@$;b-ku_V1(smop>}+2M>%lFbM|S7ltQR3>u{dqP_|M) z32)YZ(C|_e=$J2v5$f#557EUVVaHE@vvgN8Uj(Dq^43xu+2%34jleZu;iZPVhpKj0 z8q_#jsIf;AAF<<`p_E4c#CW(o{Q)d<<~RObjQLE#*+cds?u6_BsP^sc4^PFb)L}M> zz*;7hBGrr9dmMl_Mp{c#vlFm1KDD!K9%Iv5cSxVmgrBE38Za9H&z(TuHTNB4azX5n z)^PxXZ+_216O#8thC+bEY+s5~o7c9H=0W##=gXMi2A~`F$qjf1tHjlb8tsFtX6;M1X05X3S@F?cewyEiwf^4; zERHsJ#Z5cq>@C8V*n~m-t!CH(oB?4Y^NSO%<#Z6f4d?>qPPmZ#Ql|N|KDD+t3064F zMmPTlNKuvkpF@fm>l~oJeLOsIHs8v7B^Cc-injlVDY6S`9}K_w!hO?Q8|@?+bKr`W zE?gM2UnhY54`wvP1{)_7TKgOH$=W8AdxDu21F+;Hp`qwx+Fta{ga%>?xi@vl${_{5d=clBm z*%4HUVu^YC_AA;=73dC=+gPQd)I5DYyjw|eB=Q6%aekrvyq~0|WEv`w#7y_g_dl<% z1*v$*t_Z8lrZd>I6DNPmU~tBmo0dND$C@=pKu6d)v-7FBAkHTcdV(6%#^R!nYsVJU zl$`j{x^NIi;oDRWTvC3-FZz$okXvjBYl_A9grOaaVecX!T<6-hR=>V06@Fj{Kug!- zvld0zcvo>=rYpjmr5G8J5MV=%x@J_kU@13exW6HAG4@U$km&&wiO=}ulReRBzK@%` z1P4zD)Pj^=S8s~Yn^?yqwW>UiMN$j~vqw)3yzdHq4(uU@B^%RA=B^3O>U5z}woI6q^jsV5cf<}zvHJstL7=N!?l#;QWme8}d~l(^b%BRg za_lsV$J}r>UKoYIfprcj3PFjvqalOs2@5?5S3zs~#~TTJx{}`f7^~eFl}l{+)0WXs zTTZ>guCEcsxa`}vFDkVQG0dyqPl$9tC@(>oC$$!4pd|dYD3u?;CZMg-u&TZRw0@7) zh#_bnB+}G3Gf2;QAKr!R$Yj(c#yTY>r4dw_$KgPw;6?#Oewb^R*s#hHY~r+L%Q@`@H`^cT6YgTGyT6Y`i$5UA~OBGO`@;ZJpb z6KO34V;=b)ws1gtVc5^6^2oN1FVYLvaRucLZ{EE-fNuyXMZCHu%x(RKyIw?CbtUe*EsGRtvm0Z7JmJ)*wxLwrB0Lw23K9+hIw?>ek z^nxhPmD&>SifSea(3J4z>I9 zrszMq(InW9*Ce=)@3bepD1U%y;*>$ZFYx<*?ZlmU!&A`UCwl8vlNZ!Wd(Ust&dMCG zJ!^vor{xhJ9bMdD8WxgLc8D8M0cEh_5#*$Dsl=)AbkXe9iS}?nn&4~3%#4B_kM!y< z9zq-Wy5*FFKiQU$3tg7m6L4qcI84*Viz4@s7eOu$cW~qpT$gZq)79ev?L9FGW!Rss zr{T+jz1d4#OTCNM^9FpO=#8nqBnXrksCY~Qt6jCq^v@f#jL}O3vfw_&eB0jVR3nm*T3HJHo0jB6G%F}C{Lzo^3%6pDac^w_i1;gP0vK1f(2cb;8kNDv&ts|rl&n%%#IpFgC)+c)g_ZLNloH}t=+T5Rgd*cgIDIa9q~-Pi%WQo*c4$3a_MC4 z$}s&R?Na8$f3JGiUwGCsCom>HlMB7<1erOZ{N2uDSyv7rJN zXY?1%_1wm5*o$zoE$B_CGnZ+IohG@rCbX9IO?#FuyLhJZs00bSAKBXE6BM7 zux~$jSv%kr?BrnZYp~hY2Ruu1iYBgsScK$5? z4Eqz-g&}VzjCL~0Wpgc|p*Xh@)m28GwBgjUSY215ok`Dsm+lBS&Z`K7_Z?02mIVQ= zKNC5ydGY*U^Z551$bS60ZUT<3Z-HHtgavy8wbq4+^ou}A<6W4uGpXWVjw>l;Um_L#^eNJ|U}yZ(>i; z|0QxdV{eQ7k1K?sgQo>U#T>DreeLn{+Nvr*pPq6E=bzkL$X@ew+nqn-fEg=+Zd`CP4vR6WEy8Z`QW|zLC?P6Dr zL!En~p4-*x)TG8}C7gumKMM3EfDvD88nhbzyzLE&yvzI&@Y%4Hsy0u&H#UW|!<^{( z>^Fh-!XVZMa7qd8M>GpJ56`ziExllDBa?4Wg$W$%ef|TgY|jvvB0&uJ;y8Aw;#T;E z(cegBu_F#=2rn}XTe8kkwI{iRw`9FY(*qm@s9T+g(}U01qoSi5V+K$Eqo(UmecU!N zJxjI|(`sDIY)sxvjNAnGO~@g~kSjB%KCW1W`(O{tozc?rOa;ju>(iMHs>dPZKm??W zp@oRG-Q4n@%Ii6HK-ne``G``>n?3Zg3F-&gJ{!!43*(v7wsF!q5iA=i%%s|>vLt+i z%%o=*vOH;pQ>J#^6^4E;eTq2Na`l^VopJG_eWbVJ)QLZFLI}oDV0C+^zoe!2tvzK> zbK}28ZtEYKC*-6RcHQO8n!Chx7z# zw5R-q#^xKFNU2ra8&WO9tinpIJw4_*A{T`V$a3?t>@xR&6L#q5dvSf{Cb3*|@bP+9 z{h6wuWSo$=k-0?O21J*~un@%+VraD8h3bGk#{-tU3>yo4*G-D+^vIdKtr^Be0c0x^ zJh7zKqL-Cnk(pQHB$Fh}s;1v8v#66?WQhVh(KbHCty1jJ5pNKG3VTEmeO6Uc6ABt? zMkGo|O`gmYAY%uHsT?-QrBb)W`N>g~WevYLFi7HQ@MiqHPFA5}6`I|1r_Nv}w5Jpd zOHU(VSExAKB^-y`$Nx7}@4vh>cLo$r@Asfamq4%y^Ja18Bq$kWSyR^m zN32XC=IP`(+mSWh{+$wo3w-~}hkK;aJRuSXc#w`d33P;joq z&&}>n42rQ$$htIr6nQRzVnX01X(9Z5`qZuEhcwfv^KBEGv{O|NO&l7pNtmBVsdNQ@ z+(*HBgK!{Dvw`+b`zcW5-61SSDW1WKT~(4J~kW)4o8HD4qt{-{)lD9SS_ zIuo)YLr{U@#Nvi5YH0>SW<*{mMIJNu+KOZ{gnN7zl+#Vy$^0judrm`reX()Y@GPU5 ziN6p*Uva#*U4V~}-1>#gl7I>eyF zq)>fr3c-t47BVracOvcGd7$Aj!*xq21nc7e{QmKNBo?1_A8tW&c&@lud}-J}wE&Z) zDlwx4*3xb6_Fubcy}j9=%8;ZdO|>7J{sG3q#_Fy3BIg~v@D6jn4#$sa&c42W_I0nz zqjPJXkGv4m{>KPiv!pRs!`~53y*Kr{yM24Ny2_?j=kAOuzWp|Kxmn}lFUESS1dx2X zD#27hlm7=h{3;{Y%9fs8#$ktS&iz$8*?4hq=fwvpkpFnsiTUFFhTqP~&Jh_y#ZS_v z-9b96Mf-g>xHzXg+!9><`eb6@jS0CIw5$AcJtOOyQms`FIbZK}W$M!FLzah(diX*8 z0f#5gxQ|R{RSoJaK$G_4TY3{KMm(-S6H@^?kl9z4zaIe(cp{3yk-460e%;Zxl73zue75pnbocMMcXqn*k*1k* z-B;BX1-St^yN&VONJIDzsH1}@mdYWfeyp|!CCjx_JqpYDnW*#_&gBY}V(9vJi#-bb zAq+3gi`Rkew)F7uz=UyK?dh^!0!&9xS(pOY7%D(0= zT!btWS9&-dJ<M`V*XksA?`OP4({{gwO%W>o8#8B&q6u1a4y1G@%48 z_8*y(MxGIMav!TZmC-9t!z#qn+Z(pV99nVmI=)`%#*LlN`=FF#_JyVi$4fUjPmX(FP{o{jF=zX==D*qc^YjUx$qM zFTkn$kONCKU$FiT^(hW6bWX0l{>ube3oe#=`Z?cL<=zY_jL@L;voVc77XN&bUBCYL z?f+0OFd8!P5o3_^mOeiIr>U_zDfdV19PzbUhDb^jS(UJyxoW$mp2crC5u5L>0YuGp zuD^mlHa2ziH<8GZw{J<>{FhL(3*EME5AlBpU5jfE0T^?(Bo5_PY}VUQoO^3Y_0`l9 zbvZABPez~5{QsbntOkCmiS$vZ!Ek!>7qzdGr{%uws?(q&!cjhgv}R5LKkHR?`?Wux zB&~ZjVr7nJ(m#J3T5*twgsuVE)XC?jH)rcpR zXQ9Ac+At>%pz<7IksgVj)pIVG0J&IHL{Gm#4UMqR{lMmzr{QR8>#~#V#lxizF9S8E zjEND=kJy<1kVcnMOKahGx{1GT6BR%?`tK61}>(Q zdxQ!llmcm1_LHO9y>Vhn$77=UcC{d?;AUSrCsFx`9NS>uiI3puU?5wfSn|ICPtN}* z!jo6C9FFsr7Bak0o8R8+D0C#?=BE``$elRT^YUgonftbHfVzoZR}Y z|KRw{~VY4lvTaNwBpX-y3cO_P63NvudY;&AcKn5*xfDqxE651MyTt7e1c zoxfxow>|fI`RpLAoXV8?8!H=c%q#8EMR)C7KD&u*g}l0WB>(RS|K{)&y^ZH1nX=Cz zS!_9RW9$1m&2+fAfEyt{{?s229^baQFd*VNs z5N9B6`;1NEIYEZ3PSb5LeQ|Zn<#juLBn^45vTP-Pk(al6k5Ksh-+h1=`r#_jZPfZ@ zLNq|zgs$Hh@O>i^FQ$YM`UWy*a+V}!P_S?KWh(5Cug8Gmzq0OR4)fjATAy!~T%vfI zyW|x$jq9fezJJ+u(ITT!^+?OBHgnE8`nBV!EUZf$=-pTS_{+|HKPx)=`Jc)&wX&Gg zSaZMa$Ww$|(fD~X>Q{p3tPp#n*ZdQz1UYOqpcJyAdEa;HiBKUw;MZo(x>Fwb?Vl0^ zQSIwMw9$j}N)r-++=ibUj*VPt@4rrfhNM5YlQN-~1!+)UVBF{|n#rO>frwr4@70Zp zKgHs*yTzR-JO5Xz0}q(nZ=s`LMldharx;JCDJa!sn$3#zx&}2=G2Q+1mwF)1r(<+^ zRetif*sntM!{BcPEJ4x5D^Dg!1q}+luwiTIj$VZ{@+L~>c@zbH%}w%JaqH_D)(GkQ ztGx2m{{=NP1;(LW&SXJ9zL{vRez7IL)Qaxla73iv;wYfRe>of96ey%CsqsBn1ko-= zT8PH-5kio1ph_`a;3-nU&x%?OfM#1@b^hN-3`BQQ(Dt}1MclU5hP$XH21Q+?#;j1jDs7+JL}8@1b!N<4bx~VwUPoO^Vh}8)N?GOug)RhXf;p@scQ41^k>j zb+jHHy3>zu`3F+?Uuzw+e#U7v2>FZNlA-^9;>H~DHroA9#f@w$sZd$^Gc+ltK{K7M z@EVfeXS}m>oV_c*|8~3b>7?z;u7BQrb;xY(78;vc$xjO#`af4S2Iu`N2}0vv2}0IS zhALCZV5^eq-hQ3vP&b3Yg4opHnOdXt9KKctX3ZBsrRp`meE8ZgPgR`%HPs_Z7_6KGK>FU0zQjkUE4g_~%^><6L! zqu=s>tT%Y&oLl>3gU}_2M&722uu1KWN=@$kKCMNYf6DouO%UWuwwx4dLR5cQf^t#2 zA^Hf8F|-GI3h^oerYE!=q@sr8&SaUjAAOigbCeLKT)NF1ijV?cv`;jo={Ti)vG*%t z=e*S^${s(iWzVp+JwnNWXk#D)A2D%RnCiG^3^;oVreE-|Ij97MLcpLnbd5XG+*#QI zA;dS?`5k4(o;ZM5gtW|`9Sn}%XEv-R`52?5{vbgZ01m)N^>I= z2;~-YNP(1sg#_q}ud;H{G6)yQ+TC6?yNzn{c8J^GlNxQFdwL(eZ-kX2XnDslmOq&? z@~_Yet>lfIO-n0dIt%=xIsx1_gP|V=1Q(Jy*1cxXGWubs*`u!EMuaf#@yqiwjW?X6 z$1FOBC+E(BrV^@BO5ci}C1d`)>&;IwFpY6u4H0Doi}LQlSin=HnECQd|F9RCC45j%DE*970!JkI;}M>U~s4 z#OnOJD<2itWIHsKsOJ_K%U0*l{CVGNmDZS|G4(C0KmE%;cxG&=Y5z0j?1$Y=dG>d` zdQ#zjN5J)nTwgBwlC`&iIYQ!-)L0p_=8<-)i;zbC3qTRlqZJT1^Js31Nel7i1+}8L z(Y)=wYnE|xLoQj&Q8U?Q8h-W5$Y~et%9^#9aY}dN>H+qC&HY-K#yYNU z^ObRihPzk=RE^*J+w;=Wn7iMTYzy1&4ehW;cqHD%5QO!6iVK)i7_`<<>;`cuy~sY0Pw1f- zZa#Id0`$3mpv{Fnv5-*(RQbA=GsphhKlvxk#fK8!>Z~4++to*M&Nf=byFSuOt8O_; zzcxOzqHNpZ;w1(MC3%n-Prt4`H|N@gu||xfTVJqFzw7pzxGj8TjE$4Jd>$W@UBGYi zd49Mc=hnI?%ceQ<|L#vr_Z08S_MKQn;O16rn(uBmY0{&n+8aDux%?KZ@gUwf4xh~l zhx?a3*F7Ya1{^w6aifB*O8@3h>8+;;UlkI5xh!0m{NTZ9y(}$-OG&@hMfB&`Kp-_@we0f@7sggzK+WzhvGj8WNG@EcdVEQ-nF)Med zdRLF{{6F5hNA{nIK4%&8lWZ(gotxidw|rB79-%W=wT%y}CVZrts|h+;4bj+iut@ES zX+HQmLemO=JYy?&{UX_H|eE3rGnQi`1m z|02g>dH7BKo*%$o)=dX%?O9MN)4x|yr03xS<Mftd2TGfnB={IMSnh~N5R_OzOo z(?f4I-3OP-fE4Udy|>DI^5h{}MX^p|(X}~}TDP0bu*)5v;#T?|OA~bO7CT4dE{A-} zoB{zWoaPd|SxtFe*q+Qeb^5gLO~Tb!UJ!&~|70MhtZ-|IYZ#AG z!#snC(rE$KR{EYbv15b(-PMq9((Gt;=j)_|Ut+NgWk?DqQ+Uvd)nk-5Dco#fL?kgm zN)xxKa*1#p#1mX1Nwhye4$@%iT7)osCa9nGG5#!mB?hdYy5Unio)a(~K^K~-_U(Hb ziLEo!lD2L^=$)!&45EHWA`-TP*3om6Nox1O`77n8>cNjV-x+*D; zPl|tGdvb_*Ot$Q>d5ivNeH)Nvb`V#Q?a5J*%id0#wlPz!b)vnN(w$j z`glu^0KJpPtkJJuOQ~k!@9JO8E)TZvb7I2jWTaJ&&dxgkAO#tLgCwQ)Y5A@g4t`=X zVWnYrK8PNlH6!@s_GAZ+e(M4o2Elud@oZ%!&B?5?UgcK5m-Ry_=nPAd^e2ooeBac9 z1A$5D$m4BWwD8#=N%1}%R(eF;O1kYbtFP4W98wO&H(wYaVT6j=#x_kWecUxwMl9O{ zH7~Q#c)wD{Wr_FBoz3SZZc?TkkT`~^Wef^pJ<~WMG!0zygz7Ce!!bI88o7@GMJ&ks z@ZrPADQk_Uh>k2hWc6GqU>XKPdU4J zWxt}V%?Gk}rLt8H+GAHaVgrB}$0vgk z?#&iFieFdK8RItLUPjcCBUL`6;1qi!gv&C;>&ly&F}u0-VnY`j5O?5-CAQAe6I8xC zQ}#%GHBv6VcuV1X@`1GyVoyU(kJGED+RgzD$tyBpY1*bQl%?mDW?Ue9sO6y}(iq1rev?os*Tdt|xs$nHv zWc+L9mMzbQE~xE#+h~9n?&VlBG(P^`5SjK%d-(89B0BJaR#$$rIcGia*(JQ4htXPK z*rqkU{CIj8A{W_)At*0hEErsQxm8Sy_=}iR)o{n-aCPD~$)R@{R&z&9>^$4IPZ*wZ z<#RK8@61}-J!@$b9+tu-0JFS?sct`3Rv7hub$glT<`+g$vj*%k@tHMtwPIvgsT}@} zKAKi|`zbBp*izT0P(|$^3Pvz>z*21Cd?Xf3h*gK=Ly0$Um1x?%w7k4y(hY2{0lE){ z1fdW1EK!b#C{z=6Yt+ee=eYwSZ|SImpAB&gvZ5;u2&RK%^Q>jmrcJAo z5W6wni0y{BG=_$%ia^ZZifP%W6oQm1YrdRG=Ka;G~p5+2h7wJZ{=RVzoA5+9Um|k7N%q^M5zVjSh zWnWd?-127x5zYr~iiuPciB>-nV?&oUb(?@)a-&W;Tz&tUpdeP92|LB3N4p*k32~;e z*GgV~`?YJ8NymOk#Umq`jqX zEyD|8bq-9G;`+oh-Zn)*}?CaWy_5trxuDJ653I7i^GUR>#zAP*kdaWHLmIa3} z_lw2!7HwB%RV~gcDPY%z*f_yNh+OoXYjvp=H6v!ewEJTu{Ivkc^;md{qbhb#!`(%| zZ{RH3*kw(0>80?lu}VsfuB`Uhj#MO)aaq(eBe?>O%a$ovNrh=6AG$Z+i@PA~`o=|$ zWf=gY%zN?u=*h+b@zt0SKB}KKVf&ouU93RIyf0@{pL6{Uy7HPlwd`UgWNl&3pAn?h z-r2c8w$sWvceBE#io*gS$9t^@6cNy|D~wwX51Q2upD4D?48(53K1yby^pu8Hum1XRlv?V{yzM`HSm|*8>CHH6 z!eO5tbI#Y+PfNnW%I8gM*P`uU_lPUMdehPL$ODt^2RxCSQwX4NtncB-)AK@`WgnxeEjPvm!cU8e-I+<<#%wGNOWTMCjAlB;*G#DEpE{e*GjZCtTdsxVUgGL-fUq3=^C69JPL*W-YEvWXdC0`Kf9< zHMg2^_C?}BorD#5D;*07`Ez4yRCdYUi%l&`lHoOLnB*w~>0#eI0C(4Owo$WrSBe=U**(OGw6`P`FK@O!gX}MM}aob<2YJldP;3;OETe6;obUI5N0lj%HoDc_@m$ z>5ljda_!kw&9NDi59tDnB7yzKcWU%h3IYVnl+K^jmFLs z*E+3t^T08Q2?=%};2l>1Q&TymjlAJ2l26OG`DYaC64=qy%fFLlM}VK70Jwzst~hinSgg0m|N_eKy>N0uWs} zsDj?7IX?`2{e$E9TKBOMTR!4ZicC2<<~VMVzpJV`j}zUcxCwy+!I72S2V|9)Z=Hoq zQ`|_3q$!tUwMS@a9WXrp^K`~x`xtQoHWGu>XT|5hC2CRkGjkGl@?I zZS}RqC#|F>w^VhLS%rEk=JdWSl_Jt%GI8!GC!mPMrC*ARQ!(boA^wC^GY+Vv@e?9` zJR1c~JEd0lc-zWOsoVwnW;n+T5lB9n)S~OL+}D~`V)x{ipFf|#oUW#lN4YZ^E`rv{ zkbMexG4$pis68J15+TKZT<>=u-oHMpbc*+@ATPfuylhrXc9+?^B9bu>Oi3!LdL1@a zmaPYuN#No|BM+YW`uxn@d?ubu@*X`lks2BpC>xY{%}?`Sma_d`}gBciG|1 zIY%|m9z1p|9nO9=-J^NX0>5&Trj~y_s>gPz3DO7fUBlGWyqQBP=B2(xF2?`JnklI! z+uyCMq+;)8*}fYo`elR5H_ngM3aqFjvrIcZL$E-a=>m{F&AUo%-FcAhKB$L2vv1}e zarFXM8;%-vg-l`baC4`68v|fukmg&;Wxh)}rE&uG1jDq+BHrF~f2VmYFfau{w{QT_ zOa~ghzzlHk>%?@!@`x6l->zECMA6VWSNHH6l#BXRq`oAi&X8(iq;-;BVFy}_DPT2X z>LKcTqb+s1R^`Nri?-3h!)y=M)-64z<4W-{zAPbW?}yh-euIl2hoo`?D&XFhJq?rL zc}-!#{H>ceMM>xaIbl^!i{uPmU9&FQEeOcsg3>)8eYoOsoD$K-1~p|4U^T zyZprQ+KvP2i&@lH#4(C@yw^-xh{h!Y;qsVS;hO>jy^e8rWSyHIOA47F)g&Ok$jsbJ z-}W=1vRkiSTA!fNVgU+QV`IZKtu8_r-B|vyQqDswm|8E`53K9#Cc#YNurwc5ya^kM48dy?dRJ{u!_jw!?MLTKC|iM@uR4G-8@G zwcgL3sW@9(cu0Qy_;Im|i#dC4*O$EZ#|E0)I+THsDLP3#Z}Kc74~)^VEWo2ccldB; zag&hi zsUUaA4{n02%|EYVpdn%lF2c{>zYpOTYNn%Fd;Z}=D88>i8sqW)Dk+RJY{NQj5^A80 zE2du-#UGdJF=f*W{v#@jF6$0G%6(i;;^v1Q88CAfk#nJwlLj{gPexm82Q6VOvn*FEG!~_cso(^;mI1?{WLWV37J)fzEn+VJ^F4ElURb zTXn?5k|ki1I^^J)cj48N69#K`xipRvk7((u3n@hG0L^}rj+(f+xpgRBesq=b-g&R7 z_}KUz?Bq0kRdHt2@3z|7+N$h-BJq+KQaKLpyeFrQ<3DGb@yQ8I5CUHuy2~g z)#Zco<&JA~&#V6NK9wWUTJ}ZB&}t?wr?zi@pm@rY6T1f=;?~A;@x)v4?bv6Lv-5p< z<$+zlKU8Sn{;Z}IiySm@pBj*i_*^8KTeolXBMsi;XU{M2_LkrlT8>S$h+_63Wd>4Gf7{*8_VUV!Oa>#ljblSuazFzzcBE8Q=7}*c?}PR_%k~@ z2wEx+-ywZwM7TzqHgB%rI%=j<4FEn?>slO{4>p~9bTIdZLw3oyB3EU~dtbO99YtsxJwp1!}3dHhjwAO*REwF@O2!hmf z?sLl_6CN2|$Lqe`FETKBgQF3k05TYy~KV`UUQ4-1yxumSek5BXB0mM&moMeYi85P$V zR_y4hv?a!hvEu7XUQOsaCby6MtD5e;dSxLNC?l@Yh#Dh=voPp!n-|beWGb+IJnao? z!;rv%HiV?eZE>2zh6PA9edk-3?~fugJxxyD&Y)?N`3DZc)AV#-)LZIStUecKMlQ7= zXGCG+0{mG9&%bq5zp?yc{=hzce4y6~s6Z^X1SO#?U%-i9?CP2Vxw3}QTw%gxL+S1b z18Hg{eRFC4s2xU_q6%ay{w}?K41$Gc;ygmE;6pn*!n`#X{KvI!mkV{ULEk$k`Uvn@ zbMYHDh@pcZyoL07^dTGL%%=7oJ^FYr&r%ryYyfAh(5~Qj_MR9x&;nCS?Ok{Vb8jg& z!k<amvw<({QBvW_*7IFNw22j6nH|saAGQSz!H2=_DVIG7V;Ww zowNORn1gQkkqze>>npN=il@i+atCKIPCWz2T{U;QE zPGx7&0SZVr+Q^8tv@`8eHJ*1+fnr^*Wr{_(q5?Y7nIwMBi$JC6%{cS z+k56$d$~O;dwcu{9VBr*TDDbrz<5u1I(yV-&22CXwfx4bW_za6koK!2{y0yq0JchQ(z!(eebcd}}#N=F2 zPfc*{^WVA>5PQp4RZ6B=dMP?_6 z`qi0yo*KakealLD+1%ko-qZXh0I^T|C{Y$t{6+jwx_F;Git})h_o^-GA^;yYx1Kna z3%)>9VJJ`|PRyoWrHTwSTz6sH41CO|uQne-q9Q|rx15QDi(Fm%tWU?iJcO?t$_k;Q z)@gIg-(Ov9wqe7DxbFS+^a3%DEd&e;#DY1;0a}rmYwxh@;5B#StJZ~AFi{I+$!({G zk9Zj@UbbwKmzS4Z^X97{Z5RYpla-ZS?CfmTrArrCpUt#WcrQ+;k3CxHK#2R;{<5dQ zpZpis7d{Cl#eWw^Te%<<21X!)^~#x*n+Rrz|o%(ZM%0v z#f46l1f(lK6AqUXlbHgH5DZSR@j#TpR(IYd2i7MD;GdIlj3;o0#YfOfi^v1%XEFM(6Fw>Zwc)FPprz7e~?M{EX8Og#AxcTu4~% z&PF+B>UOdscVu~~*oP;kgsANI^ytI3ZcsyC;Hd`{VNb)gdvbDeu3o+@pfcdOCdj`q z=6TYXrRVnh`9;tXS~Zy^MMEE6Av;zGgvl6GR~3~BbcCQ9THlY|_dUsS#02{4FP=Y_ zlD0ZHAFY2vm+cARup8qiw>M~UGvjH`ObHp`56Vi;`+fOi1WcLSB^|~?9|5peqm5j~ zx+;#&#O~d@i@FtmH8)U!K7G%JDJiSDm7p=*(xf_ki-@9etp;libX&MkfL`&*vrZao zxhSiuiW6afYppNm8R(WzS$HBO_l6H*OA*3Fb(Ma$lK$mx!k-gHwC7$e5s44LB$B4a z6do0k+m0=6J3ii|$~c9iHYjN5w-vDMpt1);ZQ^?(9NmU#yecZca0}F&mr6;xT)%;U z2+BFPfblJSw)dAC?9((DF6ehzSw2JS3dyigM6+vTqMnRgsJ0 z5`!OAmy{+oH5}kSi`bEsk>NybmEt`X{^!*aJ+SVC@>hr7prM=*`D{=0Bc1Yt8XkkL zClrnD)2Aq~@0^v9f;HvyOtO+HJnvJ{){V`8pSs@XynM~iA4^RrhFR$*v&m)R7xKg1 zyLUA<6f2pZa7@~V#&r#MD|z<%u_p(BW5W&|IyAPX0=Bmv5$d94%N~&`!p|{?q-|sr z%2mKU{4D$q2xRfXg%4qJ+MJ%(C^l774j;ZCKn;~v&BBd=3H1W>r0lGSQ9X9JU%1yg z*LYgA7iYzsxVKX{nGl2l8in+2MDVgbKf~ht5siulWh?0e?qk5IZN~ek^Vuz%A&MdU z7;!GX6c%bKEsZ~M(r}$0?H_TaM0GJi>JmG7jDdl;QGF#Nmb~1<*K$K*LhYBtx(aQN zCJa7c3Tzkki~O*{_5OR%fj9tL83ELYakszIShtjOow#aUoj6&xQOdWCb97^ttQB1S z`)f;6snY^HZ}oNrJFRth{{#rO{9LVk*^|3E;CVcY=$Y*8s;KA~>)x|NhkNvDyMJHQ zrfu8Pa8MEI*-`YPM=W}3@?AxGpL#BR#_0*-Tn?UjMnT-Y8%1LqE35ivTAm2Iv!sq< zHH^h)+sb}Y0Slsu_#j9NK^1TxA~mf<6iBakXXE5yBDPQH#a__cL$`xF1ckbNyeaDNxVg99?oPm`QkFyRHYjOku;*6qYmRP?o|Vy3!RD^8eKe zS(I;VvlIn5=Vc@M9n;k3O($0n(Y@?f?8t@xCZxyEJB4C?uQ(AqtjyE%f9qY#g+0# z`htsDiLn2IRB3$a7Ee!o8p5EsAW}!C)QxR!9ZyS7&!@cj`t94m^__BVuHJ!)zy(pI z!U>Dd2VSZ8Kg_$i3Bu&#hYxSSqv0#-Kkl{W&1tRgp7^b+`ky6#Ms2deKZNZvOY&CE zvR~U3cuDd1AU1ZGc8;jAT<&ap&W-J=Q&C=Sep^(U{H_fCT3QJIv|yFB?bg?HWCaOJ zZ7UsotLZjP(c{ODrzDubl_~jr>l36juz$ja!Xj)$XqE~=2*oIIRTeg9oVB$QtEa=C zE#hsilXz1~!94HdH|N8c9UZx{CpGjg#D7j?RIy3RyMB;s=HUT5peRrx$U=@09y)Ag zW0%q(TLtJN3)lxtfA7gqlHXiY+>T-HHuFO+W|yGk=yz#nOK(^YK8vp|L6KL&8rgkt z|M%X%?~bhK0b)|ITg4M650cD>QT(G)=m45an56Fl zr+g33j#!pZiUm^iL(W0#fq`VnIsi@f2K(t`mNq#Y80=6R_2O$ROK({^O;YT3lOcdT ze~@j64Qw)gO^-W0i8{qF{9%NqZp%RKL6ALc$6o*Wvt7gHHuTi3ot7!hxcvK+Pnv?W~!KR?Jkdbuk z*fH<(=e{|Irks@(GQ8H1mintdHJ6Ab>JSR8+P5D+VS?W_Rhp`-SRIs;IPU~!KrDKr zp3#+KW5uE|_ExAA| zOaIX8==R%~1IP>T0mgf7*V0agSr;;$%v%`cv^NK%9Pnh&0QY8@8B3nF z0m=|!ir1 z_ILt*b$^Tq9AXXS%9RI%1{vp7g8t1_`OWS$RLw=s)14h`{M2#Odt!?cT#;XO&84)l zD|)kSxIYtaM5Kd(fv(fqVJ{<;6TATsS;UVmY+r8Gy7fJp!eWs*mp&5GX%VZ~CQY8~ z(BJJC4Mvs)jNbed+Q#~#T?f>LtWLSQhmv;3g9qk3i}7EKIZOeXLK}s$`Bs1h)ToRE zu2V)5e)iSH*_|X0^amHP^NbopD0(HLMUNes5K1$0D<|PdNzzt!=k!J#2z2eDq|}`E zNte4dOv3IfSFWVxGL0-2H3C#+HX5#N5z5SV4=h1{srIv0^*wgYn6S^P83Ze@0 zkj*uv>g`nZy=hg!RClGjV?xm+7JVHaGPg6t#$EJP2M-_C%<&IB@!>Utf7>We{IpZq zkqB#e4^O2wMZL$2v45Gu*=M0yR}qrvxBYXQ8IJyoo}cpF*hOAGE8?ZR&xW2-Dy&X& zCxg%+iETN&#@;&3K?zMfBXr+ks*OQ`l+ zaF7T`%BzJ?ij#-3xEYOA6FMT=8%rI9#?SEh6Gzi(&STFvxE4sLOZie7efy4kkjqM9 z&UQj#qD)#ntTh)Iy)qbX~)nceAY4Y{pohgzEj?lUSK$%Y_YF7DE^>7b;v zlLc*<(96)+QK#)MFTs97=I>@7l!&MpoTj}(G=(CDonN)j>-r@*lPdU$^Dr_xrQWn| z?b-+Q%EWpsj$s&w{|$8_06#p(Edi|}9wQe*NyAvN;N>~6Zc3^Iwa@LHp_F3ZQ z4e+49eQG_rX~q%s@YhgaornQi$Y*TuQXds>B-L!~dLc}~(uvrp4?!UmX*~aXIXR7| zcj+0l1ppHHg=9~x85~{xqAue4r1{G$!9By!uq7{js zDJm0@qEN%ON*TdoJd;NAK?oSB6L;|u>HjQnb#1}-MLyMxI>?;=MJxs5X)*`jfx~GA z|1Sw6UO`t2L6&!Y-7$*nzOCI8<1Sy`4)3+dK}gD3vrSzkb~8$9GrWL1e2*4LsYK!# zJ-Ub3A_t>figSS2Sc!tp6x#jsljChrcO_L`+G~0wWZ5(?8^RFM)HbZckQcdvz}kUL zdT;}OC8{@9h3}b5!7DDN?~V_-9-B8K>)d1IhiV1^uF3PTeIg=2{ZYlWRfwd2z5_v1 zPos@$3ftih_zptNho-V^-~=BKB;Axw6tG{wBH@=YHfv6a&|I=Wb?}>6#s`Q-j4Ml! zX_`<>Jf+J6Y3uu|NV~*B>`r8*vUp!?fS}fEKfTytC$vAYVl{5G2-RgISVG9KjcLK6 zpch}+y^0|)8k#AR+Da-C?YKjkOVG;^z|kK2dA4lcJdZA0mvMGPHj(Lp;A*~9F9Ko$ z`cz5mK2S9INPH}46+61R`VjMy`BGt7^a;f(L0pmjIfP<~`6B#1K%x$I3k^;Z`gqot z?L39b6p1!HJBi8FnUGvUd(MFKJ%Ua?nG>Ew#8inwj=yabi1pIZeVLu=0X)6Qu+&>( zDh2Q0R(vNc=T%I$da+c(g^e4nkk;MDhErr8ra!{~7%|odTv-1bz|v@V*GLLSsuWqI zMqrv9P#o&Ldz<|p0!5Vq3p@-ZB9l@wLcPi;=3c0FCyZi}(>@g!xAY&kgA}uK*DkRU zzN^v3VO)E@8nT4eYDpghlpf}7uU*(^)lO2oCB)aaHA%1o(=JfYEQ`G+~-t_s&cl4zJ z)k9rfov3Gm`C&j{Ac1kH8kkRL4JS=%ZUqecM6qQ$^-xjY?iTX92#0NCbtFQwXwtZG zZtT9xTQ$4Suo}j(XdzqdXhG+T?V4xH6;meD&2Wq0{#mIlN$*NKo^H5?T8B|UfT?3&w=4V&yy7RF?t+OEuN04h)a~1;D%nM8SZbX>b}Wdd!C!mHR4F+vXf;)v1G7 z&*3N!#H)n6pPzEbAbTF;+3Hr%rDnE!lv zd98kMk|g;e?ucdM?X4EXmACAU6Z>?iu;~dpnw#%@bKwJexYy^Vo2hysYC62FX+Z5B zGq^h{#kZ`H%Wvt(tnt+=SDdLvZ{pD;DsePr!~0n2=;!FUq$wI28q$0{BR^5n^o_{&x$e8T2n0nHQ8wE3=GyHxabys`_`9OCA!ni%(8bp#R` zBFrb80~W7bnFY-59(pgxt2!b2C0+vsSQ`jEAi&}2-QqUKe!Vyawz+!!`e*9Gjab{z zG}sAQxt0`LoNWLduAeF3UF@DXAf8!6!Xjd8hVa-XCHrz~d8> z&bRapJ=m@yR>siFLZ4G8iuZy7GiJ<8bq*a+-?e-9-sq1lP6C5}CV7_3M8*Z*GX2Zv zi`$DtgX(~)fzv9_$xjYJHnWjhbXZV?`aK}vIWBdz zwL%CZ`k_EL@n!d$pdBYMo%nPn6y23*J2}g`+rvNIqlYf!teRGW&E!P(HY?w3Woe17 z>!kjS5C$|njlr!488`X_ndwEVm(p%rReD|BZ`<)+nZ z0zETB_j#&T%ufCAkC8IDb$7r?v?7FfLNwCg>Yit0_(2VJPBn5Z+sdu_$XU~r4_ zlXK956v*mF3-VfuzALP938p%c~C^ZWOA z&>k!#8+7Z^rP?&UOG4tyloTHnX`RyRBezkqvS2WNtdUOBn}evFSAM*e0#n6GFu@kLAM0 zLqiuWU;dcl>k7zLG)TzD7IRrOu7;?@=S8Jk!+>LTD&;b>~`XYq||njt(1JvkFdM{ne6d+oq<`9TdB|l5-vh+_zzmZS<;&N%_=A$f8s4B3 zPH?1tI~8SR3#tN8_M9)$%MQ=LfMpbblO{~~gom#aM!4yy*vPoCrP3oR-iVa+sYxJ&o9_%BZQB zB9nST(k^F4s6k~B`tH?8dWZ3PuTsP z?p2pV_FL+piW2j)+*oqoF@6;MOc|5#kpw@|sL!un28|qn+0k?KgjNoSptov8lhKLC zdo`_y-**Rf+uO!oYd%7;hpDMVv&_3$Pf38?6ctUb&6x~YNk^ZFlyo^c)3*W7Xg$fc zD7Pu!!ZalJ)SdU|2`CT(Oc0-F2WzJ6G&%cX^@BYf=+&SL0niu1Z0_TZsf7TDW~ zZoq6*5Ynl~i!$UdO#;Sn;&ye{$yJQBjiRBj0Z6ffp`PUN)5pI3y7pF=ffr&176iR| zMIWkyzB#rx>a<+7RDWl9Y@Gh?^3-s+D-};n>DF^6p4lTr6|a2M5KDp$O8m*ws{nnd zl6Hay6Yo`sv(MMfkC}SuHpJs8bf#versf~$nm$cU-3>|MBBBX$f1*tO#7q4dHMEo@ zdu2wc^g>+JRaJFf;Re)k^tF1@C=_aAx?E+*JmlJ?3soi&mDQ6{CMaTFZY{JbW~5B? z->IVlTpB;^Kp#+ApmE>^tn0GZ7mp1)bz;paTLETC>|yW;oe&hbO3fqV(pZ3GBpukOPK z5B5~^#um^R*}Hcd`n9RiwuAN!hHZDcY(S3-t;3$Ui6dHVK*UM_5DB!G@zzH`85-9! z6Ap>yI@z6vvn^l&P1`l@?m`H+6>oPjW@SLA5iytZB9t#+m=$WfN$?dE3`Wc?5Brc% z;vV4NivlcpRWZx938By5zC8vTqx|Gsn}`=*Z{oU)s8@*a1%3dWmTs7>#LA*tqsI%6RHhLgr`n4geJ+i-%^TrB*?BMS~?2&D(1 z0j2K)&VlbuP%v5eQ0b7q#&hpn8>yjTdRROjgsqoKUkpf%o^e`UxL&VX@Bkf`9gI9C zlj9Oja*y}yT>xA67&4!&_Xi=-BXS3S38L9`Xkeh<&!0aZJ$bVA{E9xs18Ad>5rjsZ z_|c8A=bTJBGj?o(MlQw3gizjzgte$Q4}*3mTk2~EIegG4Zs2QPcy9~pD3ddRn{CcMEjKyD(WmnmOaD{|zhKPK1?V&LDasY` zeh5(G_jMgBq2LWqGh-A@2s+_sDe5~&#C*>BGt23!iU03vMbT^zE=>>w-NvOwYR1J) zan(5srq6%>r)JE31+!z}8xB61*4$i4v5$N+`3SpM?}!Me?<#}O#Z~(yrgq+}rR^7d zF7Af;*lCJm6$d+-D;^$G(b$;x^SFUh%Ad@{+|9pID~-mC+@SBa@Z`Gn^GoLc`jdaZ zWoMUjS?!(Tx*||j+?(>fG~Bc8>@&5q{xszpp57Y$#S-gXQ3(mEVsAB> zu6J;eemjDr#2X$hneE@?==>(^ky-WGXJ5ab9VsB37l!;M#4$!77-&AHC4~M-qXR zuUw}oucodp(`=hWmcGkBv2<`SfPZ3?&;E7tMA(jfBDLy?5_a zh^%QyGpZY_-mg^jH5Yv)218ai)_dgSmK-uWyRGqEcenU?Pg?z6I(K=Y`I03|dc^Ih zulKB}sWIuVB%byn# zvkr+H%bG#@c4cBs>*%52V0oqi4V@IlA583S$K3Kat+y zm|vw{U6cL^-iW`%YP3`RLh80d({DQT3idr^4MU1RUSh)Ynol31oKEKkp{*J*i9Jv#f@vjt;6 zW@JnlS7S_P|53=u1L1lk#~oD2Z{EMZ&)F8<5L}^e{l7jdbKoh(^kOo&DXLx()|Dd3 znTq$~$5*dj;ee=sv-BP)G)GRm<;02i>8>$tpdu#O1yu{J?F)0p$?-1GhtFAnZR(p_ z>jp8@-rcA4QAWmg$T8ZHv)_BGJb1=Lwj)%>rO_B6@FnRn;vZhoYxJg_n3RR_ww6sEF>II#nhVf89oJC9g2``TKf=$P*#)PI zqk!nN)2P^X`}Qap>bJM;sO0!}yBg>(|HHQmkBCU_WQ*BlFK+)^PpjNaydBjJrEgq1 zkN5yr-khrA%;6118OleG9b16nRy3E*_7YET=iHe+f4)CEJrqsp3}Yewh2TqvX(L3TDT_M3a0*>>L=PujQRezP*pPqjG&sKa6vW^8%Y*W8^UJF~c zwt9Nk3=59@^#7^?v*-`Yw!J`Ka9fOTuu{3(#pvkSmv`Q&CY_W$7&^vP*RC!wwjoOI z^&Pp`JMVH==tf0`R-PHS^xAT=L!SQrk+m5`?hw!m2>oB+otaYD2ZP!#4({ zqy1^S_ofd@x9BFQzu!c?!|!EZx`e4u`(ZPU60~>JE4FYtGy&)y@k2?T|m-V1@ned zCI+0T2gI{nS`hRGfyXe00faRJr~9TyMc=HZ%GqXb8{Um;FBUjl)cXDXZ6|t_%kEd5 z_kT@Rp#{+r-RPbaC-FCYw}sojQkt7`E_XMF4L1{nyrbjYcAsn?iW zW_=IcOHOX4nmX3TMtP^AXbv#~u(9s<09Y+K(^l}D zg!^{b8%1seX{RgdzsUN?Wx9^9>@w5ROu*Klf0;Nt1-KauUCOPmib?lvCK8&zxH@fl zR&9)hMsRSjk-5zLmNYJgaV%`di7q~@dUorV+%Xf)j@o@9SwhFgpVoAjjjZn@V9WpX zsoB)2S%yWu;ivl#7_eaZ*>0|NTff}C)Ub@;XUAmnvSrI0ot&EK>FHtHb94Fay{iJCAC5{5oPm|jEnoxN(Z$K*@r&fVpDbYRe**$~lC zMzFu`^K+sqeLLy3crXShkbcessw3eCfRT|SZx%(>J&MO?(Q`+hyKo`-)hlJ;wnEL~ z(LZZyH=8|7?&Ya>g?65bi08`vFPw34)84#$*X-Qa+>DM@zvl-91}gOny_&Zk>j z?*!JfRHO~lDWo!S;r|@xf5Jq)2YlTyUEQ6S2=QrK#?P}~`BrR|{Z^BY1`$9}cc4u4 z4uzcy*g1Zzv7+h5jI6hB-!AiK5FT`9l6cQBtnX2k4jp7bI26yKVT93yQ|rURCka~y z&~E)QwX4??y_!%Tb{IB%ctOKLU=3J9j-xT+34>bc+fV-v#%ps#Rlmu>59;)6JQ8Tr z3Mm#*)e-7%neq5%)obUkq`Koq#8N*qHj+nl!&|cjmuq&?v~hi(Ij$8}QVSNyPz{_r ze|`b#1IZGl_E39v1Kt4`92YH0`@A&xCPNS%wZi3I9*%46V;VYo^O4d0rtP>nbJncl zK106P)4-SZ>CC5U4a3D#_Ih4TUgU`1gDNH9_1a^ufsXLySm%*q>&%XA+hlZgb;XIJ zBI>M(?{cT+&151~!w|OWpNonbuC$7o46?hcx5I>9!(hPBR$P((7Vc9VLgA@_q~`!a z6w&7g96~iEcrQeF#}C*e@ao&Q-5{Fs2IxN56Py)A(E_WOx+)uoA5jfgs`R`oUp21B zZ)=y`U?Cb&F)DqUeq^Cb;6#P3j2V)rMV7>C!TZ30_Ixs0(q+HD&XnlMbnMb4$ZO8) zc^*6ROG?`G>eWjm1l`D~vU;4>FOXB@+STa0?c;;p`?f!4(6#EzGg*R#+RnR=9x2eV zxR3TO)-9`NPGQ3UV{|^{UdiqG0;b`LNXiMg3lq0)L|E5jPYvKf?VzQd?d}z^qBT$N z)85;AVOij_VN6rHC0Jy13j@6g4=vR8%gXNH4)F5j%dT094biw^IHDFErla%eS~T|^ zAyL4D(}TNKWz{vFY#5dJdEy9J-urgzfvz%%S%Jm2*4BA+VYZz)(|1scWXaP*XyS+@ zvZdMMrVkAoZr{FcD2DKAimhV7=34Juo|zRvXA5BOCBy3@YF8v+O!S%SaKhDhSbMdGa!^D8aL~BZtu&OuKT87fmUq1Dx^Ll+=Ve=sH?F zyFz!z=hCI2qds`1*RbVfH=-znj&I!9qgWP1Ef? zd7X>D>$l_3!(o_Atr}}Gck}w3=fh)_T zh{1>{P!!Jy=R6MK+68TCL5JPU*Tuy}O;=Zmb9}N$Cn^gXwOO3qqlszOwzf`4(#gJ# zStcEpU7Nm(FYNl|G7Pvn7G!ic0xUI!=#M5L1}^Nw9IXwPqx?daQFw5>imOq=FS zTy;dc_T@wTa0GhV;Qb>X!qYp%^R8uJW*F{^{si5xQ_b^>=av_8|!fU=FL1>*Bfig`v~-0oh1_Ik%V`_NY)4 z%9c@)GD21&jsNqy&;NHGzwEjZMO z3zCam5;x9Q5G8KWC6l+lJXe$MT8~W9pF{@JcKXti?v3rJdXBh~{rZ;BPEBdmW<`HF zKf1%Xp8yKP^zHLPeHjA8Y4Z2q+6o>w%a{^o-JLvHSJMGv)&6vo#3wR50Vt31J_ciK z+NUk{Iz>KYYU&o6&`EJUD~D-c8!zb)9PB}U#aDN~{dKgi^7-sGS*btIitymxg9qI( z|5&~6X=JolewbVCrCmO>0jASu>)EKokH`pe#CZf)X1wTXeHgZMhrdbYNDX-UMm7`doEyU0R$9ys8GQf838ZqHtqt!*AoZ?LJi`u#7jYD-k8@~Dv)<+VPLJoWrs*AcX%Z}4&@ zo;VTOYZ&}-ODe#(+TW|z?w?_xPlB=he&LakY2JM_n+9^G_~|fS`BIuf0gE(2Fu!p- zvdXRHeNyZ0V}*-Ro#B;l>4krEJhgaycP;W+n(6VS7E<@#aMkGXT3lxcS>9>9KPIEr zfx|;k(u};0DVZD?e@wM_hhfRM4a!dHw$V1fbif{C7i4<3nx#{=3ylTPxa! zsr0N-;lqaTef&%p=nR=`>RP@X5B^H7Z`QWEX?5;AWl?_2WM*D-q!=C_)-XnO<((B% zdUyC=mKAL$Q!;`^aXVtE-Mvl{JJc$qG-|z_SLI>7-Im?Wd+ZKl?mwt7?ijd6cO24( zl~kHE*^Qk36cgQjiYN=8bXTGIml6K^;UWMQ4kd5o+!dis8vVV361zVHdn zJR9o0boLDX;G|$~Zy&3m%Z=!?Z9@97OPBUZOEzl5&tRIs5W<#ZUwasD^5gQUzfBGH zXwf{}r$3%PZ=Mx`?ZV>gjsqe5^rjyUU$>K+hmxm(??zuc7Nq?RJ=+^V_KzJtq#@|o zEv6hR&y))n{${O6x3$cUnIZE-Z*0`an>m%jxUZwW>ev}1=pC{GVQNckcQxsCz5 zBT?Rk!lZ{Ws`49-6EAJ5YYg+tc{o~}9l!T)VkJ6l;@Sj)r{=v!Gj*Avq zMD&?s$_#W9hAoIj`Qp@Z^la@mrT*8~Zog49-P+tpDbT7%H@;kV$Y$oAT{QV! zHJftih7{72$`1%@<;+-J<0K4XSC2i?-tRI$V0#hSNrbGzaJUWi|Yu&-du$@_qD!ayen zj^+LirRCqnw`9C(BhL`>WfB5wd5)-fROQU@@9QsL?k6U78y~DDc_NNP4lv{?Hlk_M zBaYYY^0F z^7H(vso6!V!=s!49Cix`IdERTzo^6Ddto#{q5Pm>+(Nq;_;wSGAlq1WA5=BK<41;r-`6rt!M`yiAw7X#L~{u<1I(TT+s`^7BeHT}Z!t9mNODZj58~A*-IP zwU{FuU0rh@+BMRoHnAxz(7I=L)?`}+?F;RwZ^>11&}vdsJz(QEKy+?izjsv?5;gE& zO`hCTPu@A`aD9Yp*U4c)w)C&~T!)Vwd1}mfFO%mzFy(j;d^@N?gKZ%X7n^ka7CuQ405=W4YKxl9#-J9nn; zuA2SN*s5!YCmUR9jVpc}n!NY%;;{t{{Uh@_RL-W0n|t=39UNwHZ$NzTxB4Wo9lEcG z{>hY5s5dyefnt?cW0SD_8$Zi;@9(RQIEx-2c3KRh>Tnba3Lq2CM+T>RhAeJtz}M-N zGw|km_tpEqUCo{g2}xu~c7a>0f$|-|17>2+IdfbAOMz+{K|l;Zr{fn8kN{_DO-Y7q z^ei?T6m~j%&yi#If}<%`2x>hFzm=3Y02L2%oc3>DXi{HTeMqjYkYP?p5q z@QL3+z#|^3#h3Z9o8B!WD4{cIZNZI82R}oVv*9t#jd9m7i4{!QS#WjQ3dJK+))9u5 zoSb~(+oG~l+l5ZJpX*Ohq86CMsD(|eeIG7$Tl>|f@ID975i{r-bCqO5TC{l+t^?V& zA2FKDn1=mdd#1Y;YKf+uU%Pbwb7aaJiU1NMwo<`0)ERI#lh7zp4|Lx34MvYq&cV5( z{jT@Njvvovn@9n6mRTRnHpNB+vIae9zVy@h%Lm-IAGt`|*W-Xi*uvA@6UXRJQFuyj zj8>~w9fHPs4XxRT7Q)}WtDvHaN=hhOm5|HG2vT+``^!U&8MMh@Tv65g(nrLGKTmyO zU-|N4lX&YuZk{I<8)}S1JW2Fj`{{lmZ}|Zw zSqBCM$?x(1MUl)8ju7irV=5rVG<9_5yIAoyWbtapPu|?|bOf((?}o%r80&>e$e#+L z*;GTr`Q5JU+wni@Xv13a7|n5~A31t-jy9o`&FC%5?aS_G!Zo}=;0%Z)Db=2fckuFM zG1>zfMxlT0VHKqSl)@D}(C-VRW=kzCMbd#(o*%OADGFx}LFe_!Cw~$&&7WBya+>a~ z_df{_^JYF3OkS}1)YKLrU3C9ld-twbR_#kwE1g|4wc6LVj|GK9gs#X9iJghnYY0EA z#H<*Xl%$NHk_=XashjWI!Wkleayi51rS(;+`uh5kg)3SJr`a=SE?_?5k=dSKsn000 z4OAs4pp&v|_CN0Z4%Jxoi%bCev$V7<(c2D@Sok!tPIgIxLS3UtEKEmMYC_2_dH=o{ zJSlg;iRsfWT%Fd_)z1j=tY_8`<2$21;`!h+GF(|N@Ev{Ly)gx2e$Y~4pLt}oXvv1; zzzOcFrx5sw=3)S?&)R%uY`xvLqSmKydkTsp;||^6u>4^&Ue|pr9K;KmR@c33PRium zDUUSB4$J&?GyH84&sgRWC?Ap0qfe#P1IB;(ZuD8hy7BJy50MMf0eySu_9q{qDT7r`+^Y_tzZtO23*X9Ku|krEbx=hupv! z1@&Vz!2HN2yk-I^a9i+HoK%-Gvy~_>d}oeD-ycLv^w1c~nMtA91ccc$lHQ`LzP>Ue zSO&^e33s;WR68P})zGrs_(u8{^g0@??SrNDZrgzVRZaSCs##Wj4Tlb%t-HG{5n)jF?%FW~@p};d{&XnLbg(2DF<(0Jy2%JJL2uW9Zz zjzk6`}9>tE)7OL^(#|{c?w*8`t)@KDutteoB*`76?*F4y_T^0B5eh48nEWW zj2W|MJE08I6;yoz;{(E6WpJMXi*C1H-swrt->Y5cG=yG>!PpHQpc|PN78~1wwjch& z*Zt!=|Fw8|G@CXK&MN~Kl#k0G%0Bl7!J5?*qE|uho*U@8z5n3Hw8ftK{vc7J(uTk& zK(xWx7G@d*n0C#nQ8A{6wth+TT#fHAs9#fJn!3S^Z*6DS9J~m~1nkPBXKPa)JvwG_ zeV~giToAskz4h-O{i~ipdQ>z%vbkef4~mJM!tY7JDqG*5o7QhTyndg!dC%#5B}#u* zXAB1+NZG&5xC9{$bEm@025I$*DNqcVa1L>Y4&@ki8kP+wa9pLJ6aLYGo!Q&1*_!O6vXlt!XWYfe<2ux}QPhv2BnQ zZzWae9tk>j){+eDHfmUT-GejJ92c!Wr|g-O&>wp6cTXX9j0OGOBUR)KLze?P0yftmEQ?`FqHFrwJ$} zXUH7m^oC*Fb$&51om&~k*IEPWynA}GbkqJWJ=Z;_y)kb3JFyEc#m(qvUL$A`D>CG# zN78X&pA(kC%bwf#+t9nNYBr2}_?`5sW8Y6Veu3QhQ#)$4FXJJfGg{lshYwrBAPExv zcQv2Vg2jsi5yfpCiY>~giLPvfPMpTP6U{YJ$ysyf3J}#R z{ZuseE2{RTdVUsPeo@e~&XTh_z z2tD-SA_6Nr&AQnA-Ii9nlnpAm+Vw=$BdFH}_DZ%5<3CNZ*4v?{lV{4A~pY4*9lBiz)MYr6frM>i;@17bl4-?V&wsP%DjS?kt+B8-Le+7 zei|qEm!}lKKbL;4vI*%}w&8HilS6HHG_>>fsQSO*u$xQ(dOb}~PZ$mh`$fEcDJ}_|YpP%lKwh;c`#vHoYcw%`o1v<|! zU%wvS-8W&L+2E!&ObFfA@2RT=OBD{EWeTGnoq_^QQ|jVgjrk0&B=G-yz4d=8SMWhi z?P^Q~Z9%l@$h{HF1LF9DnGE0_0i&Y8Ar%p1Uj+JRmrOeYcTS(e&E5qLXkkDzSLA0~ zVE(w*(3dy|>@ zFf*^i3hl0X3vVT#H$nqMa@m&4c#GTnl#?+Z>`{l6?Bi%+;#$B|RH@8anm_flWCvwE zc+d(xXQ^@<34c_(bk7AmnMqB#;xG6tY&Q;$O7^Bbift1}gCrWxTcT?kA~n{5mKG)z@?1Nj^F+1FPC} z4GdK2{pnywi+_**)IpxwvrnJvR9p{BKM4PLikAJyCUHHi-QbrkpK3eBPK+CT{rAB> zYN<&{Te00batCmt7CObjfzXKi#>eY{aU`qrsh=4eKZtaz3I=x({`;HIoA8` z;y>tjHIb#OEe=7v0WBj`{MEmC(a2r7xzKR!xxNMl60ouq z^lcW$t@>gL1AiuM;}--wsW)o`&E+2Kvj8zg_^2oqWd>8wEl8iDo>kMItpi7E431{^ z z_P~oZ#~}?HDi5zVf;!|A6f_}0$tQi&FaUqXQ0$h@-k7?w5up{wnJ!+j;%md{F3F;8 zVhhf)g8$6GsJW=E1$etrUv6#pOZkIAYwsf(^rfcM9|VGpAR7Q0AcYP_jsL_vIDAw6 zC=|v!@tK_1JiywwANRZ|-~Q>C19~kZQQAuYqP}bLsbs4jvg_kjW#vx#yR65L+fr47 zcQ^ahdw?Nqq22P=IFE#INM2}=)g9r9W>Zngp>Qf8`rroR-*RGR&P0yHzGYKhrIo=w4^`r^VGH9kBK z@L#h(y_@`Avb9m0E;TQPA6aH!m9!x|_2;8{n~zHsDjGKT$~!!4(E&1qvUpWref+47 z)j<%Y%uCuEHphQ)*cLM_#+C>`xa6!JUpX?&Rc8V(d;MuEL@7*J4Cyi5tjdRnxYxYD z{x=l>Spx8?cr`|)@2P2?nVxqc{IBI@6%Eg8t?6I+$K^_niuLJ&&f{ z%SQ#T98x*}ewIeO8>axU0on%U>G;_fhxPCowV@|P4U*#>PyT#fC!9rl&@6IVLm1Sgk)Sk~gDO!MwsN;SzRKFlg0!K&bI31l z!;_E+F)+}Wj#fOxuq|LG5~o4EPHh!MyE6_UC^(rUV?d#tEU^}dO5I}IIN?RWjngAV zb!wx(o_9wia#R%Fb>?#izSYNP;98IKWtKs)OlH3sZJ@5EL_ILD$}SDc165@+QB+?H z4=`=EH(Y3$;QNNt-yWmZzWw_b$P^B{-j^>;|*2IWr3=u$XOC+d07PcJbL)BzSpU;slQJQH5q+5rgJVT zSNdMbj=a-|0sLb@((&UV6e%YN=03^dYPjB**YxS1xCtuTYWGp-;q5a!KC{?nUBfM? z{mB0PiwV*W$QWgSAF;7qmtmGC5Y?QAo%1iQrT%!})PehgwT?_{)Ay;IIf-892! zPuS?*;}U`4ZGIjVT6^jNZww&q;V==!Y^M-p(7~b3QrDl5Drge*u%hp{)XG60zBBp^ z#5$YltJhlf)w_31LFWMfgcA&KjLY}Jtg8~+EV-FxPEHP+A$BPD=Ede7pL^&{4aW)N zsq~?uwSxU@Z2Il{_j~LZ1#9dEga$MiA2`MZWfvz|kfn;am3!*q+$g+(AtCjtKg_%` z-8x>M_0tRtm>Lv7x$cIB7lGx`((N=)rVLn!ZnJnhWbKtGQo4pUrFV4m=1FWt8@n@f z|J_NsV~Rj}kjK4x|2~M@xD?XV_L9dye$=P!kLv{P$}8)MI15Ijy|NG7CJv8`6`j~= z=EH<0Yk4kh9=3lHOPP)6iMWB3lA9^wH8RuH)CGc?GiQzfF%u`kw<;m-dAhD(G^ogT zh1xxF2<6K51lerO#&a)W88Ez}S1{O{yB70zp!ornN&B=7%dY35yYTQjAHTwQoO4gD z^fUMV(538lKOTtml1X>Ri6$vJF|oBjP&co8K@M1)yzn(Z08m%Z%6 z9g6(lbA#TqN!(^y{Z4pyN@x3;kn6&2g{%>3h+kyr*Zj>GOTq)cND10=^Wx=XlMb#X}mvZ7M{EmefSQovcFnebEA z;lo9SwRdE|v6|*PMEDF7Bij!#qX;9_uIc)Q`q2o-kT%r({Is14)w*4~Qhs=9p?%{` zsmG7|gIJ=nopU1O%so;x&=9L{k@%UI3u@`ai`tbpOExikPuAk8SZZAq>mE!^O~+_2 z1QYh1VQ_*WUWR^ z4ja)V@hnSM&n{sDD+Qk@^LX3$GiG^&*32p0cYgKV)apG^8vtf zAOtERa4qTI;VUgKbn<{(l^`SQAD!QPHFOPVU?XcA#~!U!3op-TTgwF}Xq|jmnx2g0 zYks{R4;IrMrITr&w_yBhbr%qlPJTgO2uFJi`cLQX1Aowj< zZCgkxU9XwJo>S9rJZsja=BkL&$jKmm<;1#5JIR;;Js#C~oY!L5=`kfNU^bxw7rHRO zE99&oEW#Y8h|HyXyIi^60`IOl&7Pc*J4cJ3&_e=eAzllt@5 z>@&ROf`da}A$nZU^AlKO`O>&WR}A|09XDY@Gbv7J;$Q$f(DHDfEGkCXxRvZTQ7ZLF ztIu58taiv+RPNV8vzhmCqRATp$SYULS}*DjJDfmI@0b-lcr(L2Ej@i4o(Z*V0FQWJ zn5qNSlO|5|aIRoBOu7EM(r~Nk*EtKV-MbrDn{9Ex3jA{>&ZG7u^g{Xv(4$DG7#DJ) ziq~0K3V+5gwNaGk*SzZDR-j)Js{}Zu1YiTaNdD4oV#sYu}dfPNyd|WQ=^Ggx=+5eL}q)1~9 zfEL*tfnr?XHRt#N%N9I&k|O~A6G>7uS+srIHfsdtN0=C{nw9fPevg8lmWN8lkC$hKsu-oURY&yU8 zQ%7dySCl_OnHX)AK!mV>r*}y1b?43S<9EA0BQ^)t;8ffKCq)%n0vX@-4*swkUn@e&|CHjLuZLEXUaxu`FxNfOsZzaTj!9^PmfyYpPAQ7a(pV0d1$^TpWPd(5AD!~l3! z1~hK-(vKgZJ>BMjfdfTth+q(1qVZ`i9oD4k(ktLq19NF)ofgyq<78b<+&VIIi7L_7Nl5`tJclZ4cgY_?rVQkbXwyE#6-Xr(sP05Y=(0IktWg%@; zl|@vG(m~LK#Rw&cF=+oU`l}`wr5Bj&M_xXPt*o>rIl#tGSBYqsK23!q_V}@MktBm! za1SLEU7PKm&}byko&Q=gd)r`w5N5C>Rl~*8a|F?-5(%`nfdh}a4J}#5pCV)ds9~KD z<=$=={ydq_QD`oHYqXC|Ae}`9q~k{%z*anbkM+77{N%1a_t?ox+i1{8KyL>dwV7Z3 zQFI;)VHCk-7_3W}BPBEkd7cl&qP$)1W%CwCehg!RQ-;rB3X`2^%+3_LlzodS_zJEQ z-I?u}N}4M;G)Y4NC1F-Pk$RTa_FaagBDT+WkSB3@v%RSa6CI^Bi>=Vy6t8t0+V!zj zV0dOWC9$^&MJJQuD@jUxuS`aFKo&nuD%9X*MV%1anKNf01k3QaOF^XVFCi5NO+X6U zTjkXQI04kcNpxFnfHiMY7g}1|t|q_F$By3MkM;YD;vM73%QKLbl8WH?#Gu<8*MxRU z{}}e~pIT%-19Kdg($h{o+HN;#x&;&gHbz#%$vDV~fVElE{1r!fD^o@3rw$l1Xe|r> zwfQ?xDOvBv+U3hd=BhRkC9raC>33);xDRsw)s?1)$Y%KyZ*sbCjm~r1Vh3j3m4Qjl;87Byne$=@8L*HIN7Mz##RLIs2w;u za%Pi~ocF(R;#+_eU7u)0426%#&;rg?u$u+xYOqA#kY0t@KbyuZ?)dS$1%9Xv2p7Ze z(HL$a-n!@0b1^83Xn~ir%1ekr=4`q_`JSoQC-#d>8`2N-n(EFLSLeWKxXobUuq=@< zq?l}?gtj9dA&-D|V5iLi13`roVA@C7lRG!y_(12Yz4KGS>2TV#Oc7B%;yAv(AhVVG z@9lD#d#afNE@#2Ud(TYFe@w|k@o{PmyLE&5%&FyZUIIbl($9g2_Drl^R(xfvRSz@n z)(^Uou77`WiEp-U?!VO|z&l#f4yeGY)2um=iZ$w0AT^i`+>McfW8CS;8IdSJFz~by z0V`vtcONl-H#w<|@rHAo(b1f$y2v@_D!)$gC1!FvFPk_F5jHq&X!K!~fx3Cie|AjX z$FGB1@Iv$46DNyJ@-FR>up+`V#Q7ok>(7};_p>0}3H{Kr^AYB-!QxNHjGAHX_xp*~ zD)GtFTgQejS!(w4^GhR@?Z+n@?%TCXk(nlGQad#94!qp5@fMX0|D#wRhc;p`$+~+t zr0?g``vLJv_qYu?SjSaj24vIWl<$~pD8u=DLqzQvZ!LL{+`3k6CiROHif{7_gROAd z7?c$0zS#hwCQAXnws~mxt7B;Z%qN3vQ#jl$gn!u-)vWuyr9PXT9h`*BiL*Oa1d#L6 z65)|!&qV&eu-{u$=Dypaq#(vGlz5;DgW13hjB%ZU_q8Nbsg{6QDdr5G_-wDYUEMK* z52CZtzCSfJ^fo>^3lA^D!>P7m!=L`S?+BU9M401V@-F)e4^c*NMI0TmXr#28_inC@`IGob?Zo>F=b z^oe^Wt9GWn(Q*5$lG$}|A_g`XULKc(H;P*T>8J^-L!?&%>XK!R*h5XR4j`Gk;cXC9emp@Lr_GrYgw*9{a{&EoHEq7Md+oxAim2DQ(+C+<=x_6C@9)4*woJSZ za04g*kZq$#PK6xj4Es{j&Q8KXO7TWu#STEPH*en#3!JCq>N6e6v8rov^1bs187LW6 z)-->TKFuV2Eb6FuL@;!5*;1o;VQEWC!OU-uMfc|mj!)kffApvtu(8kwdL!&Fd2HcQ zHk&l*s7XxP)I!GoisV&mXeKcTq-gvYA>su7blZ0m_#+8-$EB`WyH;)}&wc;U_+-OY zk}=vCcryFw&-`$;^0#kg3$&oyShIb(hlgI#9yE2j{%G{l2Rj~wgH-IJ0L1A-&W4?F zR7bD3bj`j@X=cIqJY6YV!P>6kbOih4^SImm^27dDi3_{D%kAUP^7HJM z6cGTXpPe~+<0{1uf>>H6E}8o2nKv^D(tyt?WC4sigRd-Ji(%)KHf^%FE+of~bTwnf zaxsWP1V3FRnW%l*65^rAZRmkXEVX;!nS_*-;2mDM0gyQ%RLqPQFFI)j`Ryt1tzC9I zzPiB0runZYF0Gxvek+^w7#!&GHhwj(CgPT587-}vOZQTR0>m=(S&j^1uv$HM%TF=@ zGWieGKPv^Neo70E)y?4?opI@?k z`GD`fRy}-~0GJLNacWTnI&osw{4_}S{eZ9J5 z+15V6ok7_ES!!zchcp*-fqlN1{VBm^Qc_ZqG4VEY#{gCtE$`F>TON0Yc!%{bL9j-* zsC;qWX4%S8n_E?U?CYPjFY~l51oTz}TSkTFh}ur>8$VM$6onnMHc&*VSA^2WecX*i zfd(X^N@-+U0G9=%yhU62~PAo_aB}aK9RJHvSvHn8>r14cA3Rn z4^ZxD+LX7#_VEV>iC^V=mx%}34+f zlv5@ih_>5NHTh5u#36?!>_0>P%$akVb?AH6m8HG?eP=OBkuoKs0QFDQdCF8?uI0OO z7Z`8GuZ7yh*}vXUcqp(=dtEMknQoVa3%96>;r=Od+vD@jPw!vdBt1Lg-s7Por&Rdf z2Hoz0?%x=w&!1IcHBW%V+fTGWs>E4FwFhG+$_S$ws5YCTZ>4`x{?g8;Cp;W)u|!%` z+*H3xG3NJFceng=lgY~V)@_(jO#*Y95Y~#P7I>#17J_TszbC6)=pBK&i)weKOYd1W6!s}Ev;pyAAZ_{*#k8WB} zDZ!F(S9f~HH|p3!UB$I|06OxUoQ=|p)G~oyB*UOpFPgLy1SJ5@z~BVP#^%V#ZooZK zdTCREc{_~ln11^7V8M8R3b`&UxI{aT^4Kg|LK-Rcswco7G`b}qj6M7JAI~sgG|xI# z5^QmrsGE#y(d$QviT+#d*C!47_s`*ZG3M}LO6sjRf8|F-d+CuBrSbAAG8hRJClTG0 zBLjN}RW4PxbJwl}rlNpEjhw|LGUvoE=(GYxo$_wX8M0cXmizIH^+7_Z#Wp$vtYyt2f7iiVFHE!AX` z(h%n}KxNL(aS$j%nby?ucQv5P?HHo3!qkbxoXae6$9ZinlY&%_796cs_B4zw{HIW7*<@T72>q}TLlb=6AS!f=wdVU9qswCQV8rCT|n1zcLy%rW^!URl!+zsR5 zLTHs8TwPTWfd02T9V8Nob0`VlD7jBvu7bWMU;y?!^IQh9b_w_g-#s%mK52vf#H-Sp zqv_>e#?0J)n($u2f$&C%HHy@JU%EyvlvBS$yk|2X@w9AvjkQh-7=)1Z){K!6Y@1NT zsiPQcd}rf&Cu2|U z-?A=6-}l{%wkUeIquF7$^_V>e)G;Z=c(Nishjub~kSZ<&BOuP#@}o=?v3&J7VY!FTV#`~uDRS$5Cj^OLdqM`dvrsu(ThI0nOtl#?2TSGNUB?C`z@DNVx> zVIsB%ckcYI@t&}-%+h5C7H^$8*?}*~3fVrg$ecU-6{vul;lXN_&vv5W%|?CsA2`aH zFSvhSKKGrz8E8i)yi)%De_8?ND>X2P3{gYa4Z!cS8aSij?OWDD%Uf$CTm0OsNSxCO^%YeYm_K1S~C&6ENs+7$pi zf50B;0rRFe9IZ1Rlm_rS9tf3&XG=rs<;v#UU)K~}O;b~wRC#$_sKEgh4OK;hwuArO zx#wwy*58^NCOr)F9yf5?z#bjR5t{JuY0Hxi6Wp#h-PYd8q>=W0qd&yxtV=cObH}{Z zkndxV_w+;H>+<=S9|XB{4X_WgV}g%dnI1m?*Q{SB{oV>Px}gtu?wikfpqTaU7QdyE zY%sYf9;YADZ>;s`&F`xXf5vXTdLujAP$#73=FOW9`N{e^Gv+?)dukx=*OLlf2r!#A zZJL1{U-Bi;Lf9GOl*uwwD`R0(b3`ZjGa4nYT8s(ZCPLX6f(N}2$*v^ppJ z?#$Iz1?y6{O!30V9)ryz$KTD!P{5^i$+Hi>4iu_THsQjb!FVxP2|ssJ~1MRv0Iu}?gv@&AQglIf$XpSmcRKY zxO>d-V8mCvq1DpW3Tht~&hJji0#3hrx*N7CHJA)!fxdTE%_t4ly7J>YkfI3C_UN>0 z+g4h0I!0Cf34HWRzRi7;=JkHvzaNr4aHIi74SSZjd9C(-kPq3TPgEhqQiB@xxZIoeR_xC?E8IRpowNXDa&hVldo5D6yms>|L=1uP1)P4% ze)}G~;}a7b15jTBS&PnQ*y!M|-a(OR8HKkAHA{4&k^mDI7iUqG!Q9HYBgSM-4N?Io zB2-{fv!G7}v@vwsazVjv{P=+Mq*M|SD92xkBruylUx!yz;ltw$yjEFMC;~t5j&f)D zkc(B()t1Zx#EEu$Jyb6QX=!V3=b&~YP#C+K%x}O;9vxCq?`4U~3I%W8nGtAh`VUB` zbOwAxw=F6DizjBgcSR@dE(p<6w4JFfRNlOf zjj4OFVTYudU@aFuM=n~~LO@oAY(BBQ>OGp-sv$xL!{VG-qxAgVAE&4}M|&#s=wfoRvu@l_Msvl~Z2}4{CfYP#8icfKI4fZeGqwMs ziDNX99X52j@`{V98{vu{019FdUhb_x?aY5{1yjWzV!~C&pm5STudSx(0F<3jX1IXQc>XadMOLnr$Q*f@IwUq^1PZa6!xtRa<=IVf~sgTgAqgDm0s>%vNX2f;1D6A3e*W z%s~nghr)=VTD+vECRU^IG-9m|R{{O-{iNg1T~0VyWsO?{v(5r?nxCh`w|3{6u^nL1 z?l?Rc)Az~gksSstGM+kh=bqGpxDp^l6!;70Fa5Wh(&ER;dVbAviOW+VS#Gm!pMOs3 z@B#CYCr6%P_`W7z*41?zo!F_2PqAl|zGO|?hkgh;Oz0hgRwUv|qo19uFl4Tu^!?z= z*_<}1CJDUX5?dn)BN9VJJ9xWS;uFu0PX_{zrZxA(h(DfqEe@ax)wf5}{e*sjv`75x zGxf;yPi>DJT7^vm5DRGa>*qRHOSAxGd)f>Z28|JGl1bpj!#8S0OEha%HrIT^8HdG_ z_WM))d(@Hzx|t_EtHy9s{YK8f$&h7|Rzhslm_Hu}p@UTw|M`OlPU}^19QC<&^umRX zz_`Pi`C-p?g2|iGxloT6MK2fdhP%yVwAUFCkw^RSS0&7|oJ-I&gqLgq)ja8$1#ZBtkVAP`fw+&*#O6>wG+MBI^vh;=IzbQ@{PRx;Etlb` zqe)K3soTu23v~3iTu2$tt=;3qWSuuuABnpYt@hCP`3ZI^;l`<(c1&I~Bjxa66A<+T z^VeJoqUoV9AjNAB1s%>9{)!zt^EP2FAbVc4&g9^`=8fdpG~6etT!HlyZfV}nj#(@swnhG$kB?;I&IqA_Yrx)_%Gv( zJTu)Bc1rKA&l@|OWCwFDe{hgcvSLM-hXF|5J(KS969urQGGJ)!NWX#Bi=n(XPt~7E z^?Qi&hqgPIFxmOj8Kpkl?xlaa;mh;qjt}WF_U@m4?#CwGIu7J`%6LlW)o%~R*L=%9 z;a#^L!S^Yxf77lV!uU4j8G(0-ph4y76!C{9olyAK)GChp)#3Ty5jfM8+Ag=bEq{@DZ9 z9Ot&6vmLM?tFdy}gc_^829-;Db$ouWH%--_%BwpOt`6LF=t_+LC_D>a`Cp_(7sU|F ziyvp{)T*=L))*gLd|z$=AA>8h{aG+|Y@KM1goOk1Yd?DZU>xM3;o*LWyh-ih4AqhVXdc6chui!{BlqS{u=)h z?GA2@;7%j7$fu*BN6y6?Co9f)z{{x_Jtp1UazQ-+5cKDB=6)vk8{8_ODs2)I6XUp7 zxVi)^=g_M_01I?Vq9mndJXfS31ftVfbpYd1#-F;)cI!d%Tz^6Y#gHk5makM5=U2MFq3i@oX>Cl+yW=VwP z4+y(D>$Sz+&Z3nBoRo0`Xz4*PxBxSA6A}wO^eg!D=rtBZn|=F<=zQpdN|~pKX1Mgv zLq12DigWt)?75lr3JSMG!l4swB~vuYQQQF~m6iER$J)=GyG?YbR1i^QqWZYqZE?rE zn9#pA{q;Z2>hX0)q&v9BHy!{8xxI+%4GIs|@`*@V*0WW0MPHwqU*>6&GUHM_B8Iuy@m`w?{*d9YeYsrYi3 z@I)g!b!rQ4_#ALX&u?n-xaq3Jyg*BI=I4AqD(KoM7U}F1HK%E7yYhb!C5WDbIeL&GK&~b&hEw$; z53{#d9oEZ%_gB=MBiDXx3YEvp#Q#bCn$V#UEjqba6+=p} zVKM)V96r%w zhmKKOPX4Gc$KR{cPphZYSHBUM6D{B49{YV34Z2k7hHt`=E^XFg*lK$usXhDkv*7j-Z3|xp z7;e^-AGpMC?;9b(@O?BIWOW)vwf6$|n_-F{Ccb41i`KlzizT#l+By`)sISWNV_Srj z;zVmoH`6wp#SyRISp=TW>l)1=#ad;1t7Y9~f?Zm{?Y&ku)rcQBe)ppN&~&Z;7ctFA zqa)(E4;b_NO)Fs^&`mCkj)Z^70FfqGx(Vr+bjv*RS3n-4E(&?Vg(4E)%Bu~{K|W>; zH4}X(y@3!if{9Cm1;m4UGA6E$+!f&7Er?5GN)yVTIe(g+-SIg6A&kDrB2E}%TRnBd z=osvP1-OMr$9Z%B8f#~`-9CON=xT0$v($tHM@m`h4r5&kKj5ff7y%b;Xw8V0GH6J_TXXIoSjPIiVX=(`=OZd!*uTgAl{(-`h^nj8Z=SXi5(IkZa z^*=h%R@tW%-m56yIdHUiTwZapy~#THqk_xw9?;}3Sh&zn-Z}I-kfkoWUv}3{GqZX9 z@W(TN5sxuhN6*NvI|gx8)4;53OQ*FU9;63u1$$zD*jJ2x3y8cBp0%6tl7#s3n?dCt zjc)~UbsIcAPHdJ{W$Wa;$67(=sx`K_JN$TN`8i4-hQ0;9IYAN<9`A0f`z|b_Aps=K zfcK5MuDHMAaBUV}BkEu{e*rbg0HL^pJDA8H06C_P9)pmMq8t2ABNy~?SrAff)>d*(NLRg)yBD>LKh#SW{wHcOEIbHCS(wVV#es2} zA2XV)`3XHkIOolY_nEkZFf|BmBYAQ-%CY*8KcP%d!{*ez`%C%KkcXo#YaN;WFf@XX zvo-&=budp|iaG)v*oaErULV%VaJ3E~L-9ZMij;ygk;}S_Ci_ZVXXNP#VYvr=lE~tg zSIz5cyp#5yv&g<6XwddaPerP@7+lefa(le_bea+DH47XpxX9%fMuzkPf|z!`*YFS< z%~s1)!3Km9U35DtQ*qt;$)^*6wxgD8qN^S7d^!(DilSQ+VuB(@IAdhvMJP`?oEO=M z&+|*53E)hR8uc$hs-6KoX(M zYeo+g^YqxLH~Aarx6WLdY4^NeZKPMKoYp6KDR*J2TD$At4om&q$-if#sA+I7MBTYm1!{JHFH8|xB`T;T4 z02+$;6D=jxEZ7{Ei3MTg*ii7Ac-MX%kK@#|$L?2Xf<|fC)YmUAcdY9-m8(TmRJ^}g z6$^XpzD4}`PBM+-iAkiF$1b=PKBwDpq#x6!PxnEIF2N~%P5{dd=Cv={P&u0J#SEw& z5sBl=;qQkZPEIz4iC^~5o=y25A{&#K(S&<^`KndohOr24pE>cZ_THSOuC7s!JESY! zxx0Ilih>9+7cX9XqJmh9PUc<1Otouh>3JH1j0%bmt`9nWGKa^6tHl=xLkjY6R@q-z zS9y1$!r``>cd~DhObn|%5Fie3O5C(>=~r}c4~Ri=@REQUkC$t8{e)Hi_)_{R8YC7a z1~b1VP#;y-#uZ;hN(9g?e_w=9EiER8wVH9FE;Y0jAU17ris`T!7gQct^_Zw=pWNQhM3hG>&WL|vcE5y)tD|e#ho|J9@{4Q`RcY88Yq$Lb)`hoxBvQlu@W%35u*ru zO;5VDnLEb#V&iEtLvVAa9E?44sonM)5{J&PEpkBMdf7A$rLZXRI`b33B&ne-xhlnI zEIMuD{Wg<~KHYPA?}(XJ4813vwp`dM!AB%Zzv*jvXT-|Y3x;!_NY?-NwJ0OMEku>47RqF^6RN}!o#`(&0ZO}Iej6aj51rxxlu%98 z)C4El#ydCU`PwT0S_Fmp$jd)|r0V)&(0$<}aC_au=3V|JuOXW!xd0KS;SP{Og@>0n zfEo4ue9+AOzV+{EtL_-c-2;U1&F|0qAw*4PLNbCrThIx!WNYp$|1@-N`&gOuWW+Aj zE7OnlR1i=C_>^fv6~JKDMB~^7UK)wtB@gU1wno`}$%W-%^r5v}H3+vQ8de%y*uYFU zmlZWXmf*dKi5x-mexsZYU7srTef9D;_cVV`{$vrmY?6_|^gr{jZ0x}O-7wq80DD81 zu3>>ses)goHkEc(L@^K%vH+V~&6l3zN`1{zE{hUz(b9tR0KP&6q}|yj_bOKvQ%8!g zJ+ppDrx7C5W^n4X8BYh81mvRkSz;_KqUMb+FQ2B5FaeI&m4^U>bs&2vmX#vX0ET>Lg7COp{??ZzbYr4N$6VXEMp}J$N{kItpjZt6i@u*8 z5AKL_`Q{JxcZuFa^$;F3g4j#x^0my-KwD6B(xP=|Fy zMUHn9=nKy!1@afMqjQWU@)YUMm$jdmoJkH1A&#*TpRbHAbPPBp=;Ye`*wxXD>z)Tx z0`h!!a_kd&e*zzF_Z}j9xiO7OKotTi2k)4;%-8V(=imAz&*781DtFL4F_w8G@ zM442S0UCdSwUu|zO`zHdUjmw$5WQ8y>rm2@qW1ik6GYw!ceTa|Z1o0VwzpQj;m=7x z1Rwc{j8r}8FnP{0@I$B0Io#a(ZS9f6hei6nX7mA*HeS^dRKrNfr#tP{3-mxK-^1y6 z>6GYr#S@3@SYS8s5){2TVwGMs9~_dxlv<)YY^JwO!?I;g%aCK?F$e+Cb$hbAasMds;c z#WBjOSKpP6L8$)--M(Y-d=2M&OFjywrC=SSS+Brjj8hV?-#+SZXY=xP9sZYCbe45F61)!<+MNpj^ z4(}N1sohLdx8&1SV~5K<`e08T4p1iGPZo*;Rz1w1JCM!?0W`SBG z*l|K(EC{G}2xwT=#IxYXrhk8`UwT^iy{c*)gHrowS#pp0MmD;>dzRjtJrr%GHxRLN zb6>E;yWm!#V{tKm1YgzY(sErjRn_Gv;TKhHo2%95mi^e#KWV`)84mdUc@Q4zZ0Ss( z8_(>Ws8dB#AX1u?1f4s&e@c8?M0JZIN`f~6Kg9MhyN6dOxFX&1Nd|2D^)W490%2r@ z2$7=VP~bYzbtnqoaZGcA#oyglt{gXfyWL~$MT}4SOlQeiSLqZFhVA^)4 z=oW+jup~u`5S(9#S;gzj&T-M~@U;cW>;IqvcfELS=>&K1sykwH!X`C$x6yfxu(9wm zqLr066+JV5`AV`YxiJ3Qs{H2xBSBeTDh#za}$PU0v;A6dh$7x^fJN2%&Mv=eNoJ;eu zS9sAi0DksUtw1wo@pukVvz$AHUw$_@Hp01ET$s!2z~HoFsD_kJ%r((EZ_;`dwKlrx zVty3$$!FIcg3{h{`u?Gl@GjIdYuklRXMtC=i& zK=Oq+AGpC;`MnGNrHe67^ev~JBzzCX$-wfjh0e}jbNzc!GQ*(mxb~86ecn`+m#ExS z^UG%wNZ3}3OU700d(%vnh{1?5)4v*kY>7QQu|H6v*>I7|UIqjMgm+0B4UEv50&UeU zj{cE{%6Q-l1_+T5NQWybB9NCQD-P!5P5CDJR2V5m6TPSL3&8A=R3bRtqnc|p0+w0` zY@;~-jBuRD(Y(vw@8Q}Ut$3(~Yn%f{l?tYdiQNipEYg(T*JCu-c?et2n5^y>pwR()2Z;|x?8aMh5p92S5 zVoqTiiavyF3t#NX0LAY_W@lbr%I;eqew-Y`s&Awf_5GVT3^qzTbEYjrA23xPwb}I} zXxkQ0JVf&L3?tnl;Z83MHlA;>6>EV{=X~&5Y4j!$Gn+yevi_B#LCVB0s|wq zn!OFgJ0()DgFX7rY4_e=LQ>I=ORya>G(|s6#Ih%MyOnVZ?2wSmjEbFcF)Fyn?aOuOs^5+>LIRJkulF? zj7XhP(CzqOe9Ogn+V8DMF^UE*ORF_?ckjDY(R8P~r8m+bS-bp{IOkT04Pb=PwwGx< zc(4Q6*<}&3sjljYs?QGvHZlDiW*Qpv;rS5ru6$_UPE~53(x30*=Vs7Iv3`Th0e&vRX{FZvUA%Frb`}*u@UhJU}wGZa^ zZ*0`FE1F$gfAW@fSN~$V+g~+f`l0u5PW&}8x^HJDS9T%=Oy=i1TD@BLx5;|EYgJ!V zN1%4MTPEhmBN?LebctR`@Xg{!N7^ugdnWBcAG$Ef>sv8?oUuQus=mHI6swrLYOS~( zMH5f+u5i@|-E!v#=jDh|u-jx?LPnzRdF*iB)(O$TSV;qqnDA6<@Qis!*S zR6PssdJgtz^kMFi4W6DSPrbs45Uf3{Ia1}z)kRKQCej<>zuk^qp%WxgHUh4_eS00h z`r!G)4Yd4zP&1C?S&6NJjvuXvC zw?#mZq~{<@AWuZXLOPf~%mzjj&YNL9q3;_;!)P7y9OORPdOLa8OP=RIBaxWWXEN58 z9P{MQ+omnr;iL2JqDT;mE{dGwcFgEM$MpUJvdRj)go{Z6n(2V?s4dw2#@#HgK6ldu zZ)sP>X7Ti7H{lsK@_JZRAJ^v%DOzl@KJFjiwaiGDzCI6q`JrL*%_Ca6#+#*=V`CO*Vrl#bryE@qQ<{ ztEk?x1>$8l>+!EAbk}NIVAEv1#Li-WltD-!3;=I9^gKG>V9mH9Asm8jb^E4Z%!wegVfyf?btC5VI9k!&V%Qq8 zq=jpN(SRrlA3r75Xx)_f#!I-UCCa%%ML{$=@HlTxt?;HOLVV|tx5KavFeoRDkZt>M_DoX%`8zaYZakPbt*L1 zibUB+Zlh92Dsx#VF_Df-ZjlgD|L5EG_jq{l=<%q|`JT_`eR;iKuh*NwhV%wodQETq zA-}7(m>(?5mNI8t|48d*x8+oxdEvyuD?bxD#Nku`A0o`wIFmOaSE<#Cv>(l#)^fwx z`Bv}NPYYcm73~&u7H&m)TAG61GT^SK41&pfB1L|-!gi@qP0z2IBXxiJV$D&r*}gd| zjp;-lS=vB&lC+QV{{x?9ibcOSPUwtr-ZT? zx*pEDE{2gCpEwy9PIq;Tb)D`F^muk(|2+dOjEs!BoXVmZnp?HcKtzK3>M@0JzxGXQ zjkv3ue5|+~(e`c#F`RzC1F?VyA|rDYMY23{;NQAGxZA$;ShQ!r(6+qbx=xg|{iCX; zK5DLt+W0i7=Kvcem7;V66dIb;)C6W=YMd3jDbhZhR9aH9dc$h3`z>55nI@e$@s&Jv zn2KU8!hu;OQGRUHaql#m^p6*PG+()1lVq_gI(}{UFrV+8AF*#I1ktC+V8Om+nbE-; zd%G3ksZu?PNmQr!x&ePH$bR=XWcH;P462HI)d`%x!DBZUjA(k}k@}SZMq6IW z;-JbdW*=G3{X7NtWN<804xPxJQ*->=nY^tJpMdC%3?ODwkP<|Y22yWNfklgR&%kYe zJgQCKq>1;1{Q-dUKd_CLN5gcoaXj!W8~8d1-~DzAp#y?ktek>_fq_& zK~?5#((5jVoZ;>}x0}ALJpj^0XGxHfY8pUU2uetZWgFwEB=WC{i>uq`(01fkD%_0|b3z2+hdE8f@2fmv2ZNrc#bRaYq{)!0_wF4^ zX5_$KG)KNrjMC|1*QPC9a)fxsb3i<3gyNVqFR}YC=823Y1Hcy~$uV_|0@eFkQ}#>T z4ZeJGMaM1|vmqZ!>$l5=rdSY9Lg#9(koOyN^z3JB{F8enm4|Qk*ABV|$Z+i^UfB<|_IoeiB0sZi z!p2%5g{T#wbtT=!NeDDlfJHC|Ci`IEzf=u~^a?M)7?!D$v9)zlT<6h8$FNmuvAz!@ zXQsyRD1LnTa5B@yDe1|6j%n2EstBA9W*SY z0SpjwjP#cVwIr7hGBjXl(H-UWZFhcW){KR~xtZ1KaaY6+iR2+%9MY4hpSTs*{*VqD zF~KHPNPwnl$Fe?oTJ`udC2SfyZSBj*ZmB_^xOMC7l@36Y;`=wu??lVtPX3Js_hf#8 zb+h%Sch60s36ZNdr!4zk<*w`3r;D%zRxnm0jCx=wuE01@Y$K(ZVdCiUf$reQ8l#4H z2n2-cbj~^-t2HZ9Jrv zURge_U;tk;bculviq(t>mhr_!MHqVOH^NQgS2^=q1$7wy`R9gk7Gymaz2gRzT1k0E zHZjj&r5!11Yqud^ZN2#&ALko7%^1k9M$sxFr8PXT&~VVHXidMmy{*6Av5k*8bLZ=Z zi!}YRREXiYJ|Xnmz(6Nf;>IK;RoMOTD6AbLE!jDUvw#L#WwLAuz+Nqx<}Zn%S_P}G z`0YGEBS@=(G*en?KU20Kh@C3XcM{QIM~2VQG0@=IQugbdh@;2ux8%a#wm>msI(&Fy zep~B1EoPBMbW~cpJK1(9n*#BHR1w`?ZR2xYNXNU7YM_xZa8hcjCmA;eF5!WL2TiD# zOzrGaSr}bsGj{AYc_f3_Lcw?ETm)J20LCi=nTjQ98D;#Ck7Zp92`hn(0ZAYR8b;4a z2!}{V_qpR*Y*m?@c`uPV@sYJA2@PkPD24J^oY^& z9du`j@{}?&Vg1ZQ7h=?-M-M0F0rFm8U*-Idk+vbJQVYE}172jbN{z_Fo^Ou55(n0Z=wl-5Kn1A|xP;@WN_{OP zxh&AhR9_DmL0+`=h!L^8HqH~7d6hKp+&O(5kXQmhDXPn6xb7DmD7j3~7HMfz17AM8 zDn}3SGzkfXY`~)^i{Z|4ue#CRSWr|v9wWqhFFtjCaDK4;{*;+R3#P2aaS(iN98Iqp zF0GSX0a|vjQ`ZD-vuopc;P~0cw$CS9gP|A6konPsdnl68SKS_fy3Rc{w_5UadR>;s_1UYMukH6 zkc*Rp&z-w>$I;jJi8qVZkcISFT5n#}7;(BMf=t6`mG{)Cr9T%QIkJ(@_s;Fx_E>C` zF@1>z2;KyLZ4=(j)p=o7#~4)vhlN?t z&E(#kI^^ZC1*z1MD(|CDmo8s^u*bWQDUj7d?&!3H6U$ZfO{anf$pTywKKSpb42mOBvWtno z%DdksAiyL%8uhY#u4_jPG_mlrAY@H7M7r-+!F-j7#Eis@-Yx^bH!U+e3)z>*Am5aQ zSB7$)SnOAf)0#vm*-%UBuYioRBP+{=53!6S;SBc~^m10a+k8yAXM^QJa^ip!Ts%E3 z=*+o=vT7IBvAxnreioowve*kU0+e_zYam&R?ZhCrwEZXuF|r#KWOM23$#zqBEvfF_ z5wFYJHWrKe?KYF}^d6q_=Hx!*@VwWtw zr4o!`oG)jB1=tqM39eLDS~ps;E*Moy42rlUs9JJXdx3_dBs~4@cSKwI>WBAE!UELL zTP6XtefUe6lFSYu4Yx0u37dvVn1;fem&ZeNa&d{(8&9~=Q4Ad4y?XWaovpUb1WU;+ zu!GE)K^Mci#1g0%lzzZ?cZ#bRGW^nKx1;TYxkQo`qz z!<&(rnFKyVkU3qoY=%`=BGHcQY}e2HPPkLT5RC#Ze#722;UvHGN2#NwJqcvU3Lj^) z*m{$X4lYjA96#0|>4Pnu(972{L)N3YyYuLgn`}c?ju_pSqRd5<5ml8}zPuz0i4tl3 z3Y%uYB~i}p+XlUsqP|8AX%6$k&4<;yXLljmikg3u<{kAhu5Im^ZwlK4JX+X@2Vga9 zSI&p*iDLZh=$ykkZC|e~j4X^#neS~svaI!opc{Kj@~(M3pIqzlMEPpL`dyR4M`Yi3 z+JBPiF$&G!2CdmxFZL-YEg5v`OsvYc$F%_TM(7A&VvNz_L~qR7-!OhMGZ2XROwxrc zLud$wsw%Vz2GXB?wk>?x{8UtEWWV0f{w*yn=N{6|$Z<5Nxf0f4$w*^un|X~n-ORIn z%8ITkB0^!is3IbReX=+Yk-0^ktFW@^hwbI?pbArl44*gFG7^-TGyFv1Ps7nvC^lcU z+OcHYsjT*`qYfQ%Ik_diZTk2#DN(A(f+Ct;7O$V)KC;ivgmvqp5%Lq(b#8YI=K2j_ z%rJ}b@8dzT0*xTSNS4u}0#O8s)E^yn9Q!GIY<%XXI;4|4zdV16uER z$@arG-^$yy9>saa&Q|s`VQrnF_0@cUHbT+(cEJKqFu0O(!w2^%@GwqXMfcYWW}h4b zhRvSnKdN81d$wrYgYT?2xu-vFD9nz1wNL!aAOj?#hE0?kL6LOS``wN#>z>&MeWp)$ zg=GLa)-d`?z5mU^h*V*ks??=mP!}%Tr;NkI$Q8V%cex)U{}_m*xY?#Znf6uhM(-QSXC2OwdSbH&*>i@I&@|G!`=86vxu@6 zl_n)<_|E$qth#Qfdf7|*n=sw>QD*#Wjz%MR@nSP_g4A3=E+j=NTo;T78kS@aHy+}X zw*Bday?y`g`)p47E{`rXiwHvcMDs>QJINR}XmC;1qbvan^TAch?l>Zs zV)cCO_A%|jmIwK7kNlas!r-A{{=oLrSA>oG2VZCnQtE6JoFTfzwNFix{WnE+31PES zT4vPmX+CbK<8Q@wln<-lF$tQ0Iz1Lv>4DtbZ?~B~+DWCM+F=`U;z^yF5D*>aXwQDl ztoPs$rN|@X!B=m-Jn@SiAKu#(sKXKi^=e*4sv{#)&YTPMzVu3a=qF$5!bIl`)!cly z=>4k5=YNr0GiNy=?_~w_B+HQHDJ2f!%1~8JcUsF`yI$cP5Qx5wig9(g`MRF++)_?P z-J2`%Mi7%F;^xO%P!rNvNb;uMZR5s7v~CqSJfKf9RjK8JP%psNWXgh>idXwq%(+(J zVYXm@hqlFEDjQZu-otO)gQ3v`azQDwm$oP8^yGjZ?WFD`Pl`6}lCow){M!8;8eGTc wOoOsr^^{ACT}~8vp)-};H`I(e}sQ;x+ST4n?$10CH_YiD;8r! zA{`(}Nr)@lc|Fo$ukod2g>s^~Kl^Y}`uSZCOgE|e(_CsY8c~nEv4KbIeYeow3u+Zl z59#~#2vzZa+Q+l^-0nSJE{AV;R>Z0QQg)}=(9}ZY$D;f(vx8%O3l5@;BA5GL*PI@& z$zyV!Sq`}^dhduA%cFl^4FM93WIJ~L^HRLOiIe4@m%PbkoqvDtr>4Ko`+t07-)i7y?Y7_Rr~u!N4I%O+zS@4h!>=O z+1qS1s8hbFIi*~L~-y(NY zGc(1L=07WZ6i+6f6tL+0P$RbT*z#wE<&5H9B_*X7Vy?yU@9)HTM#N?ox-8AdYL_gl z`@XdjahP@s4BS(^vg}CABTqCWak&)Asn1)qK57cWxU3^zT9i8<`DvSb(i^N0}nrTnGA51zZ{ zCO4Xd+3mrD_14zbI=Z@dJ$E1eG1QnK{qbvM z<-6CXZ`Veg-!d>b_^zRWdTD;<+~v!U&$gxapF4E;aHMvL3pYRiLr>3554Y`qsGeg^ zMoQK!cqkWn;az(>J*LL3+qd6qyDljvosRRJp0=jjzyJN`&zE~H$HZI>jZjQbs%>cC zv=h>_-?e*pU4fki@%P%=9r&8}gWqBTvz?b0PnVUI)n=I})9u?Ap_HU{>(;H()-01i zHoxtR!jH6y9KyxjH`F#ZKEU~FXlfD@fW)=DTwY!-PJKSFrZAo7C#KI1dit#-oXfKU zCFz#EDh4ZGwF_*wz4xHYg)@|GBaxAo8i@7qAp1yqP`9y4)ZreUyw~!D^(!4#?W&Y?`d!D;y zfo-_!$}(|#PgwOzsqY#;v<|?{3evB&Vce{Lu5>!*ZaO`Ocj? zM;^;{(!|x)%F>HCP%}AAkU7i@J$U_^z9C+5i)Oy{yHM9<&-Qi=%oP&pN{Fy$S=m|A znah{A78Vv>U;6Oj!KR*4O38BB^3sCkSo`Ubt`a7kv;^MTGdk+?`0>_}wj3(w`DwXFIVV+BRljE%?H=nW zpgef+p!HD0CXABY&E`y_Yl{=_spwAVQB?Rcc<(-Z<;=NrhpGB!i z5dJe>vf}$-3vI;JP|+8HHtfk7dH0+b{xBauzP)65K0#w$R&4A>cS@=XoRHV^W9ntq z)m!rO^XEo$x+ebihyKJoDaEg^j|!N6cRPCRZ5U?a#Pqbp8$p{19GZoXZx2@M-1N7r zx_Wx|+}wyl*InVWf8*Az0h$&D28y~PJU2d)N5`PH;=&TUy?gf#v}SRP zjEr;-4|`+L5QC7MoGd9RS?Wecu7hKp(68vmy!oDY`|$ki_><}&uIePy#IZuj8Qj53 z&pG8@7@}~`K9nTN6`P2NCN+gP{+phfdX{kM$`zWd%uESP!O6*=AJczhhE3vNo1Hs~ zoz+oJ!@tKXay$?e-ytC&Adr`i^OoB|QHN@NSxQPS_r~(#--rVnf1reNax4rbq)5of z$fPN!Xz8K88uVe^Ma0F$eJ`}XohPcHp&{WZ!J>S_*qEK)yj|sUb@es6sdw&_=_|+C z*>?r=nXnBF4tiQzT3U@_)f`k)QF(-gw`0rZ&D8VusxB_Yv5}Dnvv1Z#)Mv{F^PBBj zFTUf=>(|%y0|Ejb9aGPyKD5ho4!5Byt1HVS=*Y%<-_s2)rA0+aD2W=?v*N5Rs{)Q% zjizYivFzKs*HchXQ18Nphl#@c{7Qc=7YbKgWO8QReD479w=J~C0}>W~1zSjn@AweN zp{(?mG5TlWqJf14SBQ|^l|jBx=RYs;4X4m^fP!9Zf%<+jyb8=vU zx0e@jhGwRwy}#t<3$Fz8%On@(=Bn^>$;rv3TTxO{$|)-=fByVgfo`R*M64?0Tl~`s zYux(i8O%{?eAJ>nmzjfO!LGQlrWT825mTpcDBHY)9cTIV#ffu9TNU5X#$kzi-#hRK zQ=+lh0{7XDY!!|1NzPX%dU|@k2o6q=9UmP%h7Xx{7UoGWIWPb1C+-F5OgX25G(5^f3>PpLP9v! zr(Ndj*RPK#E-t=#^X8Eo1_nnnXJ=<=anbJX?gj?+y;ra%_q2X2FZaZ8o0^)eDmUXq z_6wL3--C}S=3m6WRWokj5YTJH(YHx4vJ*|cY2A;b- zCFoCEMJ0ZI_f9-fG2wZ=z3WT%T`EkW091j9U&@5ZU2o`R*s(Lf+dIpBT=XS$Q+Z-Gm(r>@Ava-7MXGHaLh{*o2u`!Zcm&?L7etv$U^pMUd zY54)X=*|o^reUt&^@n=<`ohr% z(BqYEjswlC-$HZX(4q6;$s_y{aT~UQ+Kh~j?#X^D)n#qB@MlzdT+X;9-N35LZshw; zKR-XB1pgW9@HVJ^uKV|QpOqO9Myg5kaiUg#dn@BE!Sb%yc|kTstBCyxN8iXuVrF}J z`Fc!D;uIYIjCi859pvEHf=f@o9i#O&A;CK{lecA7OH1nop9u|0B)7x#&FPVr-B+$$ z;T8}`v3+fEFTF-~{x5Nl7lofnvc{_CB)9i3uusW9M_n2j->`FM-NHkHfJ6v{6>2X> zTX0ubR{8~wqR0|>ptx9cetOXT#+O&&m^V1UBOjk~AR<}3`qHW$FTHyHoaXiG*E@Fa zMr&Z~?yY==8F2xZP>bTjd$X2w;>3v;!uBWi^z;t+NyZ11&W{z0>zJAOOibLmfB*gg zR#u8vuU^q{>yXZ#J6D&e%0nu}_mYtc?8cAhaEb4jm>&El{V{-T^9QT#na}g>#u+zk zrE|M?Zyiw$Qq$7>5`tW|*Gs&wj_PY^X;C!hdgExckgj!QfXwaf+Z)j~=g*&){uu9z zex!r${OHLOWi<l>jo z$60fY+*@R{$2Hutv$ID+r~n4heies9wAg%x0igS`?f;DI1=e~DRH_SDB2AV3yn=N} zL(6t{Of%26(JbY7)RdyukAt`&s3@2{AOBAEr`@b$`TRyGr}d}8OkU9PY3l*mk(P{@ zswF^rMj*k9SFUWwX+2n4nAOJ&o|u>@E%&BPm@bUZP)2D^Oyq2-5+Qo8&kx5`PZWf# zH>YoJ$ji&y-1qSb6D7%dpjKSTc4kNsc3Xsp!r%z=gEv34S&|yY>|E_ZC^l5Q* zb#R&aXPk?NGEdHHB^IgAg-MU-9dn=8f>}Fz0u~uxau5kuW(=|1H z{NaOyurcA9dkMh%Jyn;yu&8Jf=bqOuJBMq0c_g zbw$+6+dI&ufqk4+JfB%9lA33g7xDouJrRpSrB!TW385!wL-8z8E=lf^0?VPqYQ;vDZS$X+g z;8~XAog$#3iVj==>gRDI2p$9gT~)QRICV8qEo(CX`b}Widh(wg?d{iRbL^*XprBGl zUhwfRcSJ{{KXr@r@Zm!sMep`3W@cs-$d9l1Ou&vP0M3N(OpwsG2p-;)sOrup^Gac# ztIU>d+sdzsEm45X@ESL41db$#zsuh~+D8$Ou8RJph`jjZc|k>UGcC@v3>2&`SyPB~ z21|9vzI|SC*J8@r+SLCfDx5EIS>iTn;-nXKq66M~5A>L3(Itut(#7qxGFw_&@_Y5l zYi79lXKna7&{cPk+U2ELZItQtF<0J{VW!ssoRdnQGM|$zur;$DZQUdDiudjjFI>h& zE31=)#?o2jSUnF?B=BdX#XbC-M+DYo?YD34fq{W%*Nq#X%%ZEk;4$2eI!Xx^Kq@V? zpNbczOi9R}VmTzkS~B$401MOjstwl}RuuS^sF)Z63_|Y!NuxcFn^lK(Pr#$^5Gp2{ zwOth*G$kbN-vn50idVeED(;FVO1}e?oA(C?0m85{=*x0$!6=;v zXw%o%Cjfi0IqD1WrykZppw{rv5W6(%u9jK!vLF73E`0zS^nU*Qc?2M@3Ph|ll=L5% zpIkJ1_8gs_MD6m@cAg3R{#ItcoVK<$FE{rNGc&XDod+*GYRj>p4aIrrF3RKH?Be6& zD+lSR4rCH@(ExxCkYvTTZq^3w+q!wPf59*C!yj{#Kg)q_9s$_ty??lk_<(m1m$s51 znrHSY$3LcZSd9&JbvtD)U;Y66;)Ob+cys^${T!R`g>k<*+;& zhbB@7MSz!=ms&(v_(N}RuT=_EwuJ8q%3O5~4GIlSO*H%Yj9CQ%vb|}J?Xu`9K4y~R zvgBa-=_zwWR#sMQN(vY7hS&D(+kfEV${`@+i30DIqcV8`W=8-XX8p26gN!IDDvE_t zA{+XRhTrr9Xn9;g~vL+TWUA(E@_|`|nDFR;7opi?@D4lyDYt>IC~!B#_-e z4rpUI>cpQvN-CCT`7Cf2r))>)FdYx)Ja|0dD&^!P3|dI63)GcZL3*MH-7_R)<~kt` zbSp@MDh0Ml@#mQ3Ut+esFDqLIQ6&!l##Gc_m6{{$lyJHy0I2UjeE0+X5nAFv5_s(e zYir)(zrXem3=PGv9r>Y0?r!49KI(jfuBuoeJt}#8D?$#kM|2)Y1FOVUrIsKnEO^Hc-@hucUZs)%47ZBT*akcdpL~Q6YXgF z!y6X3sbmt%-j9=q6lhIYnGYl%tf zG?mqXzZdWEo3)nK*Z=-+d_U{?`mT$EOYhIM|Igw5FPs3s)_puT9><@P-SXN)9@jV0 zKBB;IPpw%qgtwmXD zpQk-V8-0q3>(+5;OGf(cp1xFYb2{($>vZ_?glxF-|jw;lnczw zxU{hG(BPp@)m7J2>GN9hJ}nFE@2?5{2+Xgr%U$sE`SVjm0sj8|do1hm)mtwAfr2LP zGo%9@6O#l?vCd*iMM~MB=1jRYuy(~c~Nr8Ub zPPsU68_Xd~n@5Jl>hQ;zzeWO%TUvF<% zY^-FXZos8Wm$qEEa3OyC&mybEIm_IFf`bPRkjTi$;i{~(p}=7YZ^yY^Ol915&#Dyu?{5^@%BWd+3U zos5iH=0f5-I`tIxz)EsMWh#6B{)FWZi3bkiJFaW5U7^Ah7I~H;;M>Te=|Ibncu6+Y zdAW&^N}lW5Uz5}J=-oS@kozMRN+I7#-*~BK!hMGv^Q{N(dDC)50GeCyB(fjn`h~8m z_xZ(%o9(%i>b`3$d%%?(XZ~l}WcYpQ_cM*UM*=+x_l;UW(Bf+i72I`RZmcF~5IT2L z(;u^k3ed7lZ@_Nj$;iRYAzpPW+Zlgcnf8^sdetK>?F4|8O&p;X;yY3y>kXnO- zgX=|6dzt+tuUl@|u%WEAbss4e2nIe%OY^TU!DIpEfoNG!Fy#lvs{%P*aOXEGAH zy48uGA}&vf2=4y+yuWCxJ&+yeXD~>mB+zOg3rgAfmtS7-Z9xl$(taLdY#Lyr)z6kR zeaiOsb{$jGts){KU^G2#7A5C(b#(*BVD8{Gp!s2sip2N}l)fJxOfIERYPfAjRKNt+ z?c2AHe9*KJ$)?$Ox@!0^?#ne3%l;`hHQ72;tGFY7&@agy-nd zO(3Zk%*~I36X+TmdSKO=wq;(ds!ba=Cn0y4`dWtq05I}v? z#6+35V`6ghE^Lp8h=_?E52mutPAw(nz>J#ojEtV%UJ7*k#|%O=R7|2DFy1|A7Ld~P zfN}0D&Yi&b%0cO55VF;2h?P49zJ=+_(j0{Kfb~_IYpMU3?!>x^iVDfgm+!*~gOYG- zdO)rvhX!!FZlk10p zy2w7gxS^`(^w~pwKYpy^;NVbQmk_Vcc3$qo{Y|@{1_yh?ozlfhOV5Y=^q5g(AE?jA zF4vW$r*nc)#clmsJ7%<{!G>XxE+K|_rs%|dwfN(?jJ=QxuhfWf;(LL#HHxB zZ}mVkHg4JSEN}*ho$#bUbO9E?kPlpn@&N&d74QKVlmN{wd{~i~Vx>S$Y0e9_0|Nt} zhN3oAWtlYVVTCn%J^5z_mO_v-X2tAy_wLy6dQ&38Sw1Dw&8&R9pLDJhPd5WcpFd&K$gN`m068q84<_9orB$4Zpr7BVpEXB-!1*eGWVe3TF4n2&Zz4sk$z> z6o~{1%SRu_0!Ryc>QeG$7QZlj!>8(Mf@hTRL5#4f%tDob#<1ttuV3kbR$Skjnl1oS z`&3+6oySqfUz9pr+Prx)x9hT#X-EDZ$XPd=lNo3@RouW~lpV}$ZTV3-Q(aeFphLa` z;0_ND-)y*nESf_Rzb6Dzn1Xt}pZrvEZ-uvW)!L1<-wh3A^7r?@1&s$q6AsvWurdNb zw(k|Zd-v|f?c0^;F2awsx93~fAQ~?U)ShY9Mgsu|TI#t_QD^E_VW+trurZ{m&Ij$H zAVVSHK5;@Er{Y%6>XrYLk+&;MoIHA_-pXjiU@tI#fRXX@<$;7NWfO{lc2_{rZ#=N6 z2^9-+=90-YxN(DhY2k=so$B?q<~DwkEwyu(g@wgPM*%I&A2%PLZA1@5yZBI1QC3+Q z*FFqQi2GLenZ=oA?TM)=ca%dopxyAspyx!|PyI^IK6>=%Kw|=}T8_ETc=5t^f^?=E zRNsO*DRJ>)b*l(20Cbq@f-n6h^mpn#dwRgp$^qbs3Wk}@{vizv0Y2iV;(qbEA?E)x z1xz{Fhga%%_d9p?nWHju?ZwUoRh9uV*#Xg<;nVC1!DP1BuQSNqog6D& z@!w9__K~7VeWE|ql^}E~*`|AMe0{wsY&z^00U>K@s19EZ;hb&7ay|e}5}L|8tYSzL zfAvjFykR)y@mT!&`eqBHX?pOq=ceiD>19|y_rSBOl=_JqmX?-g_0#E3i{V_iI~CC) zA(e^aVv}9wCVIH}_?(w2!}i@CYB>5iRE!B$5#Yz++6=?16ciMt<>lv(A8k!i7g$`J zs+n6DFF_YjHYx$FA}0~l9P2STvk1lAydytaR!c+UF{=IpMe+JxLmMTr)2B|6?pPjJ zs*bA3$kdc^418hYfA=mKaWkg+YpSyycCCViC9WRkF^hNTPGNCzo&YPARS>@?>Mk-d z`1TMQpD=Ila{@(r88`t<_l?WKf%S_NF<2G@gKgG;6u zW_4uM>~L@IeVSux2bh`3;H3m6v}G7l?b@}A5XeySBCDL02s_KNqB&SM*M-3t57*Y;0Z@+=RN$Utf@)qcp3!>{`3af{F#)(sfS--%~~r;!NX3| zeZN7Y*l90ps|v8yiN(LSACM=&yVS9;NSUT>TU>PN{q>6lY6IaINJvl+lgv}%M2ZpA zcJN%nH)nF0V}{Nyhc&`pL#B9z`aH$@^?|{x^e3-xY|XKtB2CQ9l;aChVH6PtKB*Sc z4QQp_P(vI@>;-t)ZuRapD1k)U1aMym9xO=VS>OkvA>`(sg1=Rr{Svm9E*RWETMieY zy+V^Y$H5^2ZMN@g4H|k~%vGkx`}j74mJ;IZan1bu5t~rYHns1| zOSz2m2v13Q0*{VxiPPPG$H)Y~ow)Jw)$iZ8yMO+4Cxl^6&aHrS?j9bL`vlA%L&0Dc z5n-5|oWyvXS5f)C-*XMYNd}@wZyD<>N|>H7GHStnVlQlJY|JV%fd+F-T{Y75HK5`_ zW@hnlr*f}7R{e**yb+?^Lc{sgMBmuh3obD|)|I=j@Ae-*ex%xtsx87fmjqRZ{#ET$ z^j6sM_lVDvNp@qwV`qQvQV<}%w!h+Ju@5I2FmU9 zrRawzU<#1jQ0^horb0)7M0dm`VpcqRcv~X|zmRlp=PtXfmZ$yuy6ELS=Tw2oA*N@~j^AQLOns{wp-QALslEg2l z`@P9~G2h`ao-l7eg-WRlX|S(iIUfSFPNK=ta_IJb*>EOL zLv5b28rJUAI}FOG(6fbHs|oNFDtflG85EMo(8@UiJUl!O3JYt57s8x9b!Q^1z8FEA z>NiyC>TT>PnVUCmJcIa1y&wlig7KHrB%t@w_wOUs^c8t8!0gPk;R=;gZbAy;#I5eq z%`AsjD}=)e_uUy92&3U)VQ0dHVdyHYIg6P@uv8TI zs;WSgx~=f;9=v$*0=G%qY4X8{kF7xp1J8}idCdU^*RS7~+I_gvO!=AskjVIG@c1f9 zeAG|}kL$Y7=_uo&Z39uo#GK#9do#>BILx|D8@O6~L2a-}+`z-StH?2@>_ilic0wcl z@%bgs9=23c7y?gs0MQ?qDJ7~*wpu*Uw^}>yqbm7qZsJ`7-_s(!SR!)nS};3pfp_5s zXY(fn2dln%fs&TCwjjqO@RYBwPe@COWYodtZ`r?b zyraMa!1o8tF01Cw5?3Yw+-HFz5We9+R-hXg^mCygg`>BB&ofHB<-!adNO!t_r)(}iC{6dGCC9Yak?942j1Qo9Ly zV%C~@H#zw@`qruwJy1)Ae(&<0=i(YdllTDSl3`FyGq>3<}68RCe$VK~eos6v>F zdA9Bwwv}PMLqlZ){62g2Diz*+=K6Kkhg3|*o0||aBBXvGV875%D)22L1b_%#)`-lb ze@;=tV%KgJ3r`f)=bWnd4qbX4(8h)ZXny{A07?#$Hjgkjl>~jCJ==}TWHyUi=Hr*dTpe&_AQUYum&wG5y_ugg!y*%05?*iqy=7vg zCu5&FGY!fMiZ~cI1~C!~BUZD3A3u7a`#UX8euO8%0McQ6UDzhfOJdzK+O+{5XT*t* z4h{^RQNF4Sxk>SU#J)j8lx76L?xTX)j(7S%9pK134W102UG3n{C9d7)WVjy!q%SONl%?)B>w&d$yRe1V~Lgp)JT zYU|Yy;ddxIb+K{>i7E;eaSkyAsNeFV3oW4haM!lOQO4ii)z|MLVx5?P$c;E5VhSBt z;=+Xuth+o%sy}|b*i-|94I1)#a6NE_QUDZ;Fky2AvW2gyRZl}gd|_rqq9W8bH+z7# zLsIA-8{1BTpyR)v2Z=h;4m!Fcv(BpZr>ZMvf4@Nay9j9~JSN5ii8%dVpI_ej-7A&# z>o`OklnQZ}3t=%al-I6Zn;veaLZrfK)OM^L=J8kGt7mo0Ga09 z_wRIQC`2YEr^_W_+TKr+m585$(@r9XNjM2GLI~qeqW~VTUVW6*&DtM0meWjFNllZtzRDRDtYom zbbcf9IPMVjP~5|I@T}gzBK2G-HRY(ilfbTk5gYL7J=xBG7ZZSISwOph8YX`Kz6bt* zVsgT6Oatj73WN_i(3#msGH{g$E}ez3hnUR?m&H5CZ1x0O6u-klNwDFnzmu4hbOH$& zxbHofNdzPT;UFXkUb9wesJKLqgQQdOcyIdf=;)}yiU>d~@>gLf*g#2V5N3e5M8qpt z4;=~&e)>YxS@6ftpC@kC9@x5%cOx`9LPUTH@(OYxn!3SgQetAflWU)u*y0awt{uo} z5K&(Ye97YPE$DrB=jQGZ0olRFneg)wWgs%4082#P2qDv*NZP?L(*q=Y!E3aOqyu}1 zh^M0YrdkimP+- z?3s6%9@v?0JL-j4us+xy5&BV12}u-%umSxNIOrXW964E8H^?3!BxhOtbjt2;vRXnO zjTySojT<)zCmT(|8-^OEdiGYN+917209Y7|2BE@U3OXJR!b804_tcc%)2D6-B7m9F z0}(ze_y`~rhCfR}7KX!(v$+cvwrZIJXh(;Vug--Gj5UK^ym&-} zbk)>|ETsg71nTZZf|t0=4<05?1M46zH5Be2Vl?_lR(uEcNL)-vDL#wuP1y4dvg8x6 zh#sUgY8wN){`{TjIY%NiBSOqW+6c9kK(R*JxSpG>nQdvw+X%$WNYY~NFj958ik(&Rt&f6#C>t>mX?r!b zeQZ}l9z$%b47B?v&jmK|iq~izDnCI`_Vb&Ta+NIJBmDW9EO2yEDQLKX0mcJ2^k3mF zFX|O#h=mCMk)0zH znO~^PZ)>U6R_p%U2Tvu-!F9HfZbF#NN^V2CcvWmm@7+Vf=e02+i*1TyZ4YR*S5scpP>z~#uQd>{@4qmVETiQVkdj^yriMQM)1tdF=_lCMhM6j546*B<15NTzTt~C9Ngqdly zX3|70qp%Gy*!=pu7gs3M7RL$HqoSg60PZh3k6)X=ViQmmkpRK`W|yHxk5}M$`=6y2 zW7U>O(Hz-C)C_l0qr^q?_|A1CP>(0|!vRTE4&MU4T!V~CG&3SKk0_RshvWM-Z~7{{Ac+0B-xS>w^f^L&>gAZbPOBx*B$o95Y!MY2m@-E`vf~ZgWi)NkPd= zm#!Vj0jWn{tMcinsDR$GVRIiq)WaiQ0D$*U*4^p@jX@azw-p?GRRP3N&JfihC_JeY z>zs&n5h|tw`UoIx&vmjfU%x`>Gnz|jFi*w2d(VL@zr`GB!c zuz53GI*iakK-)O}>G$T1run){truH(e5&FR($CWSzeo{gu+Kbu^M-&E2t|=YdAOUC zBXC(pCLH1uLTQN_dFk!sg$es_%f#MXhOUJY`x*o((D`}2W7XHM&pAR*S+W!_&zp?2 z=k31s_A;4lKFcLweEpBUfmzj6RqIHERD9}GZu_Z#HOIuyV zDC+d+#}7S-D~fdIpp9I2jkfWX+8u=Rdc8zsr`yWl>zcz=?1k6%r5Xiqj`KdXx_t~V7l%TQh5SPkLD`4-Ha z)!0#U?%~#VaH6_@{dx$ZL?qwR9iR_IZ`y6NNa8mA&ix=Cu3w?NaDC2jpuk(}>Q+Rt z_Y6UrfKiQQ#-&Ym0HK3%7C?njyNK@Ln_4rp6Gr@u4->- zd184gbma{7d8g^Ri-Er57-MLjAVcb7rs3EX(GuRKNZ4qoGwcDh(71sGc2J1h((ICT zh=pLZ>=C!mNg?IhMa&{-J_t)B65E@eBEGa_P!ia{slQdpK%p8>hKhY~gpIU)b> z-h6tt0Pr*-HFXC-i}bVWFiD8KP;^?cFQLJbME~~gj^?0*#NlswDU)Q8fc{3mIWUV1g5> zC7eqlRZE1a0caBIMX*(HD|WOI{xv;4eJ$uS1gD?Sd5Q2Fk*9?0tGa;6eDL(?y;y%l zyblsL#MviE;u1}q01U-*Kem9I5l}kUs&BK)@?XQP`}wy5AtnBy&%p$QQ$*}zA*3iH zqfO#Fh@d>0Mj7lLV&{*B20e7E9!z*_d-w@^^BzD3%fW-yqXnSjsW~|xu_;jJ=FLY3 zFZy;Pvw0Texf{Y*^c?Ir0-zFg0G=A`Eb{0oC^dpx%8T?aWmQ6+61 zqGm7n&0d*isj6a`o^qb&CH9>mG77ya42=u&&Q1gn5lyDTM1?M)=q#U5+0nrO%0-0f zOifJ*(;tdDGX!af=x1=|7;hqCPa=>b(bVCv{%p^?O`J8>3O zhCYFnP}L*Ef zd`>fs%7C~6A;R|SNCPbyhY5u*AS7=ZGnNI)u1Qnk-K3;r1WFKfo>zFW8mv!+6>Qp` z3u3W1_FBw#VzxocJ*Tc-AU$P>ol*d@oNAdHq2Ro?>vE<9O(rsv+Ae<&In0hFO$#Eo zK&VqX{nCP#XBsKX^2dyYh>B&AqqRVNU;EV8mk z$x1Q#xs4lQ*|TJ>UR74pLPP@Q1q&~)LU=M@y|lB5vGEU-v&8y%t}x!yJ85W?#=Jst z51856rH$UCzW_HSVmUo82ucsdswznUd<^m?w(31(_c?k9>HFKiEP1_{asr7xtzwkxJ>+0fdQK{h*zB>c8Fv1`S!Jc?%dgRR#IZxi(Sa>pB?DN z8;BiGDMtXo;nb#|>t6H02fpb1FWaL|UA|0IV-|Tt==`c0k~Q~} zAc#c&kbLxrTFUjp>S_87A=t)_JgfUZ(r*0r2Wwd}C3CG!KetzKbMwopu4c(ZgM9{f z$3#LcW%m?k_!SXhPY6n=APT!^SC4fRH($Z4q_gG8mw&SW2kKY+;l`C^CLjI$>eahg zU%#p!pX{HKSBmX|z`p^}oYiBUW%zY>b&%uNqK|8*_Wy^y`!h7u)YLjKCLroCFNYR6 zQpNwypA}nf+1RsBB3rGLI%%^J%V{#|hnqL}1krgK>D{GB;BUHg<;^RJUCcu&e1SK7 zJsy?3rnx3{j^bFLTaw80xQkZYNz#u!F7fhRc-F8#Lh`;`o>y=e({tzcvI~Wznxo^* zkI$*p*d@*My~;LX8a2qb74P{n$Cdcu)~(J(MDU}zfaD$zz% z$jZ(Rd7Tt3m%j#$jg2i0uSFb{ka@3nrxHDa)DTjvN3jS?7W=qtAS2kCC@Cl$5f#+} zs+3(>UYhyLQ!{|n{laJo1)c^$BDo3mes9}0y`HOZ;vOW1tm~D#)>BX%LB<1>_?n!Y zANtnl*9;X-FHg@pWV*2dk~O0x5ikg`7_CEx4(-FPwXE#ILJd@2aM#Fy=g;4Qm2hB( z2cWGogsQAD2uEoT<)NJ9W3$8ZaLMu|uA*sw(WU8Y@I_QiuuU>z({8qb-+k3;X?hP< zcceXk3qlqc6ja^TR^X_GeaCo}Zrhle-vT?Huq2P-3lN_0k3tNW)cs!+(1J{+vIy@pB(T3=S4V6Rf*K zQcr|`!w&Z{{iB+B(=Wtj-U$2MRUslHcIeL<9TPK*qSgTSi4W?RRQ)@k>=z6*V2*&E1?**pc!gYWU)cVDSEZ`&!L~IXN%S%*?=A{U%njR{(ffV5GRc{8f}C5 zm+YmI`Jn{cSrf9=FSVvzmuRk}s(MsgyUX^cnLZG2(J&!Q@c$I}Jvlje>j^?jHvz8q zi8|#XU6Bx^?b7l~vK#t&V|%;P$0G98!?bg>-);N?VWW3sq}?3b@yh4hLtv^N|6;aa zl#(4O0+T%s;*w_WEpcMJxLhW;oE8!?>8lFVRGU)zA4j23>G<5(sE824Xa&T9q?&PC z^R}ywS=azDT7iuYeL&Pw4r6)!)+9( zjDV+4YX^l_Pj3X>QVx3T7ZoJ@xoq4+&SInyWE2uMZnhn%si_%H?$2fzG}&L0mz^Qf zy4X!ACW}44(w8m~Ux?rh&b3Vw=Xt65$x&Nt58BnE+QmmwUBHrQbt2ol{Pz~6lE9Wt zo9fUGtr6J`o`k(F>3`4Nee~-#<|M~_llR){#y(W7a;&XeV|?Ck96s=HUuBuvQi zeroUo4-byx$FD$@zow`dc;PW!IF`yVOtq@dpEH|^u!jjVx*k(9(e7G#MFnx15bGL| zcD>FY92gRkj4VfzYDUG4Q26aWNS;7;R7=&lOPHD!{ipeO1umC^5@E0%WivF~kSXo;)VAb{g{28gN?VJ_d zMZbFDr8X2QBFKVXLe5hGn=_1!ji(19pBTf+NAXB+dU2WUDdr%zqBS&hn|6vBe zEFnBx9R3roMjpnrjG3h5Bb5BW*RKeEj&a`q=Khd*hHwwN>N6#&zuI8EleSd5=v#0l~p- zeGaP!a&z<%!gGa)m(EQJm9?L^dDn5S{Y1BqjAreptv;kJYd<}_;I@A4r*j8O*Cw4? z_)eX*dQn=t@qZug|I=fa$XMUd5QV@qcFI+L`62@>$Ii()Qs3U%s&-5xR~AOHKe88$ zu8Wo^^EN6F%3MHWK}t0tKREpD3sO{8HoSHl!2}?Lqo+=(ATk7W@$K4Gk!Z+Pw!=wU zMQT_Zqsy4soy-4B*j#eoqK-4#lVw}Djv#nJJWc}31ac>zSt~ExnWHC9){hB$mq%c2 z!nr0|{>k7k(pRrGW8;(}_Sc{ysF_q(SMwp^>$8tf8e0Vgo#!*4;_2c-3|OT4PhwP;<$07BKd7zu1Z@P>gBwN1^e;gH%*h!{gwY1s5$gtlq7# z+gS76==gQm(j4&W72#D#)nk(`4h+h}3i-5VtQ}2%4=pVR7uQv!ET6KLfBeY7%`FSY zR*yB9lm&<$)MDC%#ha-64OAx+4#8+=kviz>b5`Q<2o{Bt4-suoyzRR9lW92IgRve8 zi_q3oJ$-#VEXjG6Ypq*$^P_T7BAr@US0@L!nCVOOLd0_k?1Os|bKBX;DX}MzbsPOD zS){94)AT)(vD;k=iEn=t9f%X0!B?ffyyUqEQ@85Nmn`204F&7S=rg0olI1#!*DBTW2(a$Rn?c+q+xdNkQ5H~%z9}++we97jW!>T2M^+k zi?s-Yij_gsNd>z$iLEsQmk=L6^n7@& zNVIRkV27or%VR=~Rc0O#wd5~K7SL+yiW+u0tRqvRLTYYwVxx9j8bpGUf{->_>r}JF zU#-4>Zkn4n!Ec&IcFhP;SO*-gV4_)Lwv?P|09K4<^6J@=a<35s0yV)JVxq0x1%^|% z&iDfhn%bG)x|Is_(&oI-1(e!5HkJ&TMoJz#CIHZFCc4Fg^MC!i0f?T{_FgaTCYmi8 zd%cD0f;#Mr2-gp**w|!=&UKT^goGzTb1>azI^?v zq^bD^AwN?GwZc1Thz${tz%azV!h9UN^lu7eTmHO&dSrrNWzOFYxj`)@D5)Jtkh)pbWYCU)F;+|kO$rV%cg zY17LS`VVK0CxTQBA)2U+fknnB({5Y~^Hv7(nFFv=!EoT(dQjP^GxHQ@lcbR+kGOh# zTwGn`6VZ4g7RkW^00yZ6@m1SW#Vl3G!Igr%$ z_G5IlC9U0`>C+S{D-+ldU;?R?=pmvDBRr~{G{ODo-bh{5&z7t>FAZE2s|THQjJvkB z(u<>OC{UfUe);?RT|) zqAQyclT%eVv9#pDtDv*a@t#-O(8p5pfo4 zwW%uyj=Be{^vW_B?coCA&sJue`hkH({;rex0{2Ftzv!=qp|PQEgde~jjM;P&Do*TaUG#T zb}p`F!63uaq zShz2h5LJ-!&jrU3OzbFeEy3WScN~XxQMCBGIzAyGBknXFRR|P_F2f1M3K(-RE+#}C z?bhQzQ>*ZRg0%~`a~DcAKWYE_df@Zt#z>p*DM4@F@HLaj9A=fJbdV7DntNqJ)Tic!)r z3;`w?pK-$xXt9IDqj6+p8j*fdl$F&wZK2@jYh;1?0Lm>{usRYmMiQwt+bkIPHSooYBT}zK9JBGQ0q5rz$5Y$Td`3;%N7ql0zPidFnofvDytOI#NW`IGU2rm)778AIYpBdM9?(b;C*F<8zAtIE$DHR}R2JXiYc>6vPhfLN%L|+xqp*kIgk3~mCwKo;4oqFzW=jDyM z@Evl#eyOg078x0dd2o~AwykXwp6#H3OeW~?mHzp;IhFSuQkZOENO@%;Hm6zSpy*FP zOH3eRm_$tz(*DTe5vaTG*Dtk?*g9cW#v%0^+xZm~0*ExY?E)x=I*#H15rRPY!F+4$ zCjVL}Rci6lsD%kyaeQLp$nV#9n#zEo*uqPM;w@Cwm6YBBx&-S;`Oh#W;n^!!`jIZl z-cPk<%Qa``A{bC?Qi4u%sW4r6Z+xZ;7Ce0T@Onzhwj!S43*htLAjBq?sB_YQa>RDL zGFxzkT{Jq@ytcvzwmXZKwj#{pGF#9!c$bn<*4jGL1qSjk*u^s-g@~#u={L}5iE>D+ zdTfZ5MlallgRMaom+Bcb=)U3MHuFNW5zq-ck(^^r!?8^tKgN6$VI53yT}lvLp3@hZ zZNJ@=hGa*4Ufy3{$A93P^86x$3h@2>J1Up3mBpGBg&Q~CqQEqOL+FAobj09!Oaz<4 zV?;9P>CNA)@bU6~YH7*q$i=f5X7WVP)HPqV{rRS4X6UE@6oi{VRA{VE)A=#e|CS_1V_?M~nU18ULd9|aOgKZ^pPX48_**f8^Ewhx z#J((jnd?92X0w}?mKMc|{p88tA&LDM%^taeY<*W37Z;4@sHFDA**l6#O18NdG200@ z3_E}?<2fnyh?JX7wc{}Yb`Pi%ohUX6xffW^*LHJJX+vL1FRV>TVKWHMacnp292&UV*mX#1C zG|9=q6WSQh73BHMx+Nw-FGv1|*#6vw`rZtL?3HCE)4-E|= zFJt)a8^C{3P^}nl&znCkfbqy3sC*>sOEBy#^|gK*R&eXTqs#R|;T&{uqu#kQ9P!d2 zgdW#;xiTmK*0z2Ip4jPy%}EK+^a-&Yn>_0vs?B`Zef1`G-ZteE0x`yBzH_$tFdl|u z){cVx4cqYU&;wGx*iqbXm$*nU@c0PvcUtX85s$X56|O! z!^8XcW08C#QV`I*V`5?m5-HH-^zH2!LimAz#4uwLQE`I}*`7%~5&83i@66PHp~MwA zonMqvE$4{{WLP-} z)z#u4Fg=Rf4!rIX=Ay-f8iAswKK1N@0qT5JIjI* z?3I9TWQ<1xg4uUaVz#F4YNU%#1nsP zLvcT=QEw=P*3~*CsrIM5R`!mL&QV{j-P7v;c@W!`aGn1anu$$iwl%22(*<2iSHQK3 zYWLRW^wNKo`)YXFKgxR>ZPxg-s0+7C_CaP|1DY>WN#rZpz^^N}Uv)|Bbm zFb{`39^wklTs>HtUrBg7NV;khUKMtavPwZBe$HC??b|hADKNdUFEsxEH|lkX+lhP- zYDyxq^+^B{)u6;6l&=JB;>QpP>NH;yPr{%Eq`wD7!dp!(a@Iay+rLw%#S)KZ!?P!1 zF>{Hs65{dj;h(e0|J)TS+!aD%ZZ%0U!UQsgA(UEi{p293qe%PS)i<5#l5n$m#MC)y$XT=cYGZZ+-l4D%G#Ln^wk>Jx@MrwbSqSLx0+L|M)W9hJ z+HWVQFrxODWr5G09rP}*{~zzBXErs&jypm~A|B@q;bs`MEgK8EIoTXQq^K6V)$lsg zg|ht2%WE@g)Ky|9Gz`CQ+fC+Z&aVF1Erj?p(m8nghyqY9o)5A%99!Kmd*C=+lb84J zyz|qi)BGPT`NytVTRfnFGoz)w&204;q;95-spkGKUc|y_PzKN%8&z8S!vWtN+27jR zIZ=@bKNI!>I6Q;P7CaDFkIQEJrUnrzLzCtVQAA0K2BG%nX089T_kN%K?BhA!cfZGb?05f< z^78l5vN~mkgC7BWYMC_6!6qNe>~e~ zGd|hwcu?x1l(>7p+?;GTZp;8$R@zS%ALX-+8~Lym4#p^ML$sx*<()~TB|8S&Wq$Xs z*)~|!Vr^>E&W!u%SA1m)CVjin(6eZgR6HCYj+?42j%lOj==BJd-rO`IEx=?D*m%0J~w+k zHBZ~v{!PnwrKMIW?t|E;`rteO!WHz=B1iLD7qL{Fk=h43p@Gz08zpMivWNxAt;f@r zVP);$a9eTS1uFE@hmIUMS4bc&ErZ#6< zMxNNN{Ockb|NH ze5N~~Uz}Am1BvjJQ-B=p$$DigT8MJOEod+h)jAP45hpFP(z`IRzq7OR4hmtkLZ**w z+D`|JgOk(ijMslN&?*zB<~0Y%ilXbCc7jgXA;LHD(ZWM%I8>*zs5m}M>+T=IoeR)*w--v9uAfiJ;=3wHW ze9v8hzfZ>fEiCFbo)8s}Xzp3Ka%C85WnK49eJ6+D(dyc3+@mWv*#Cx#l~2op=q{uv zF`F8Q$lzd@KU-@2ewe$i4S*Y_gi>8oW3BQ^c`J`G=HfC#LyK`c2lnmjJ+JP=(VI7K zc2_bE!GL2ZD4t?$F4c$ebknYg-~Qb#=TB(4CI3I6wbj06&Q{9**$BBZjD|hUpKqiE zOA1x3ZuF-T?Gp^GzbiO6m{z3%R~2PtBk$K0FK&3(T4HCo;qFFt%HaZXl>wMPjZbiV zcWMbBA$!AysZ;N3l>d&<9M=C1^$me9-{*~$dTnWG>9*X>g>Id0xV~OqnBQmHThgU; zYOv~|`QfXy57ce@z1shU>^WRs&X)HbOjTUE&7Z1x!OLEDh(~qjL-oA84HO?Xa-?-# zg)^Pm$Jt&~BnIhXGb4(&NHna=po10}8^8M4=Vowp^dg$|sXFZaobUN(Dc8!F)a+ty z2_lBFL8KdO%21RqKo8lmrUw;1qL@^Js{oR$e=j@*F;Tkd276MD*d`rH018S$mm~Hr z@;QH0jvwd_&nck)2xZRDQKLS)Io`E>Gc_gxLOkfs9U};+IKRJ>)(x%y-z1pkTA&Sb_gCHgera7_GEsq*Xi7@KpaN8w%?j(FGX5Ho&Aq`}Iq> zq72ew|IC^U(w(|p<7&-Vckpk3c@9H_P4w>#|)dJm|bf@2z?BV zMwCY(c!kPj=+cP$4Rggr8~*o_%EAHM5UgOIMYa2-Cj|a^J=5r_>gxH3FvuS^+}1NS z^`|M`>B${J#Il^3k*c+S(_V77n*aZ@ZY?-qN%*PF6KAM;znkeEAM|}z?ugv3=AEuj z)@w6M|Ng+XaoK+;Dh-g)=(8>}8dZE8M^&n>Sbr-(Q}JiSnV8=hflr;Si_D)l@xO23 z-*b(PN_vm+6DE8V#1fiy!TC9VKjWMM2%lh)>Ax%$+)fqReJ8yje=9v4%R_InlQORf z48Tb|pRy^-z8h}FD}TQ2ftK%P;A~yp448#2#5Eyp5|v_%8r5FFoKB?#oiTss8$Vs#o06$yb7cWBJg?fDoP)`VVX`Y z4qF!LdBwBPb6a)1huX*O^WC$87VBo#z50H!=KDWrFQ@l^jrJssdYqVRy|-5%B1T=I z^<|Kv;w<;IX%|CL;lbou&@H&N^!>Ycfs8*u3Ft|UO<^bsJ5FyJ(M~baz%rDR^Y+uV zQ5?2{Zq&{EZ_DsEaxVU<_%$$;0sPS~<_A>3e<=I=+T(fa@yg0UR|2PBn{sUv#ue3* zqMo)}^g*NCFaCz{1n=w@*@N%>ekC8~3W5i9fFLpei*__08B$w$j`(qrfq`#-?frRP z<;BHog#3?!4D!WXLF14es;a6IR%eR}9??^%2Z`V2pg~c+ZyOHRIY^f!c=MCSq)9Ji zjdg`2Gyv7qFcpjH$UB`Cc!CPdF!7d@xFmBFGJ8tLB~}*S^`T+{c2VvR|m@}XZ6Y951=s{cl!8o9~T!l?Ese<*IF-JWVfhcaoNr5t6#L6>ulR# zUH3als4pcc_M=(&d;~o?#$~NE_DO=zvk|u1XI-nvqvP`RiZpBW%v|N2o8eXSifR9Y z|B11B6|_yaK!BZX_Wv!|dDi3j8*k}tCU#M@=3>w{hh+9fFHPH`T?*)D@;<*PDl(zw zapT901Vn+T`Bt!^-ThhhNK6GyuWa}1*)s|^m0P5pNcsMI?ca^uKS}hh75_28sLSA? z3xco($ezEA@n|l9K6DL$rUAdJ@ic6+40YYHjtQf4*MhwL&Zc*Vqm_XKu(e?RnBrH| zps4S3F3$r%_;T2)8~6<3Ys34!zw^0u{6-;MA75i#uQ^q-&=Z48$z zT)5?lr}BTuEdEJ1|F;w937}KtoeLMp{ExuGi%VYWkJP%LmGWa=ng3T^U3c%F*CS0XFSfk=&+&BqNqI-xK0evH z!EGacN1J+0fYQrHX8uQ>Hm&}=Db8^1zG2@kep<0|S(s;WBtd@Dr;1h$hkF>?PoeHCwihENPM$j#hz^=c!AvT1TT9V5Jbds#9BM!| z_x$yX9UbpHI@ULgnC9ABHPdLBvGFy|Rl1)H5J){2^WsngLiz^#_#~`-3As`Jy0PN* zb#gy$>7%rB{a&=|L)qM=7oD!H=vx{4)s2d5$lbc~+{!+&-F{!&u4O{5`~MiSS<~^n z$dqs=GN(-LImsbXArL@m6IXM3CtQ0O^L)@7(vcvv(s#B5qJt_aGWqc)_HV8w=FA_m zKV7GH|4&jNDUnmt^&7f|gPD#(LGOT9GCnTv+qbWk{UBXVrG?wK$8PS^SpW# zLIlx9Q%QYx#piXnbif1go;URH2w4Vo%W+nTex`f*2)Tqnt&Cl2jGmERwj5O-f5;^=>b zWNcm(Z*6e+c=^nF%ZvY4apBFnyK8?fGIPHE>&AlvgC~U;96J{IpOqKdQRp;`vTm%X z9jJ>!(UGdPP|9qTHE}&ZZr;Ge=>mZf*Tbsu{ztOR1s{*d7bF9oB8&Ws+Dr7`M$)S3F}w(HdChPn#k z9rA#R_+OPsOUQiwM=cE2wU9jq6sAPczwq-6u^jA};=p{ifahv|zpUN=v6N7lI6kK> zJ3BLT^|(4-Pysfgb|G*uOgG$pMb8_zpTWBGNy^CF6eu_9z<);Mtfg{z?bYLi7PR)iwFdG+k?W|$A1Kl1>nys$r> z|@x3o%U$V59A1_MJW^%rP>@BLv&xgCr)1FR}{?f{^Iu zee!U3zr^YuM*4)eVLDZ|>o}-tR6Xe8Io9lO^agxv1QqwKvZ=9BbXT$Z{RF#*)-G%( zl7q*lV-2nFpAHfQAwiA7yi;Wq3s%&&ANE-J>Ai|LZioCv8sc)!#*?bAqFpFb<=Rzlv1m7UOuJ z>>|)-W`!6onC&;@uDXm#j1eDPBSYn)ehGR#!; z@e32Tc3p?;qBDIBLSNPDaX1xCoH)^hXSp=iehev51ma)el%*(YWd{gSCNN+44(vO2 zOd5LlAo-TL&B(4(+i-c}U-st|cGVoF4Se<62Zzp1-1xT3bJ}>5{b!thOm{Q%YZ9x; z`?i=RdYCA0te8kwmj7M&A1 z|LbdI96Vcu|G5Hj8PhH*O8uX|DxTf{c}#yVng7o$iSll^)+7?c339?zZ(*oWH!9pe zHt(o|dJ+Rfkufuh;s_2$?4d5VuV~m7Nziz;r5o>7OpG5xPw@+Te8NqEdep%II)@V; zKW;}hTaVyu(~5O;dc)y%gh;Md}YPV^qYq;QHW$HSsMtDcu5y@VB(4=`b8re1eD`G)|bK zn{%tde7`5{EmQfwXg_B*svmOfrA({Sy+gkTipkcZr60YzFgp|T1UMLk#cX5U9*6x= zF{$z2tYh2y_l}&YI%$B}37yAp{u+8@#QaXjW*VBF*pxir-Is$Wb-E8dFvEX@i~Z)A zlJY_7cDqwoz0{#|zi`9NrzgZdZIJyP*}A z?4n-xv++lzaNEL1Df&9XfuZ~&0;65)d``}Gd++T+0d;nLFqMj1cIDl9W9E^+sJ!@1 z-Pf)llInReFL#3B)!*@4{OiFJ1*woTpID1u>grV5j*!y2JnNLiwBs+Qf^FQl_ZkQO z`}lFGaCMPaz^jR4-agkCg*O;cJ@B0{6qPoie{Qo z>GSG~o}TR_w|0Eodd=C{_>gqxjo&}KTQ~UWNa?nLGvhoCGsTU0ZFSC%lQiw{^Lg;{ zkaqP)(+BU5{YonTzVfk@z0>2V|5~20A4_LzmAT9+n|3-@zf(ftg6{vUS^JW?nkx^_ zNcGl~E>b;VSpJU|;A36h+m17;=ARn2=rFm~lZc-z!G&G-fpnbSZlg&ypM1Ob6BX-% zX*veC=;d%Pp_3_aNIPI%T5pSG(Uv-}uN6&nxXh$;xc5h7M*&0Hv7G0)Gal&jr6I!0 zVzd7*Kr6ow#yo2ke`e&e>5}Rb$F`RY?E5`=#^ir~8Jn2~*t%$cY~-u;na#@wZQiym z%`U)8?NeG}VzG1MH8p>|6^-@Vj;!czYhaG{^kpjb3_BoY?K*bb-{@*At7% z4*eMX&ruxP1}i24kQP5-ylwG=*#lTfBk=C~dmLYNXEGd>ECc_j3cQML2^T zceyk~@pUxQRv4op@j>V+yf;9k8O-V&xx&#=P0Wu&VU?$#39d_^5yRlpv_pg6&$#;B zch0%7%%?MV+fM&fPs*nZZAqE%n!KyN#6$1m@*)4MmIv(@W73%G)v~H{io$0lL&&%j z47o;9WAOyEQx$%yOODut@hq4iGlROH`MFKCn^iV>l)kI4mfg3c6oWp z^M(#EGZm+JgV{0o#0d{As`dquNDc5U>n)rHPM>(dY;UBsW!YqMwD zD~HzDk&j796VA?{dttkRTz{Im`49msy`3BL{clo#9DtOX0UyFT_}o54~cOZwp^DW;r=X$Ke|wP@99HBDFnEAPgizCu|SFTS?OK(0%=OT-{Q z`ekPDb;u#~Z*MZ&j#zxi%J}VW6~d+s2>O6vx35{tcEZ>S>+a=lzB?7fP%*}T_8{mI zq>@k_?nQG}vQ!+04Yd_V&`=Sp#h4*6F#K@$kqyme&-}SS!MD$SHLooJ<7Hj-yFN5c z4*iWDjlb4+?awN?NGzHfyRXsJb%0++K+7r;3*YA-P1Y(t|Jjy^73Ps)-om88r{Z|!6>%XND4IL-czlfC9$Z5f8C z#72CEh8(V5+($3p>5=AK0w$7g9MN~*yz;E}F0ViN>C^2m^JS*SN-69bG_8+F4%R5C zsv7<{Uyy+7iq_1TZD?ByUzgTr$l*Q0GK>n?6b!B;vGUsOvLkV}*!H=IEcM`#Bh4iq ztu8f`Y=Q}~um93t^n7ix`LW;`2l~_VD$-D*Q`W9kq)KeO?er@nTGB@M?7%+`Zy(LJ z{?b%vv)#Cx*SxwMZ$0Dg?gdp}Z34rl`~B5w@0-xLq0X6=_4U;V1Bz+E(4y&7-$zSo zVesOPv}}m+hOZv?%lSHI4Fgb*&~+-!^GG60Mpyoln-uu!!xpstOU`BIH$!dVoF0|n24AtAm*cDRbhGW0#!B>@*-hPEsTlqVm5(~ zs7K%tZeO(;JEigol_^KWC}lCVf<--KzJD8Gxgq?868t2m8!Fjrl)hRCNWc`*VVp}+ zv8t~3*^fTJ1MHoe?^>=@a$6&x$p;TONyMy}4>gVz75+`9&p%kA8R0^zi_lq%zX2R;%_5Os!qM1MZOafbu7FvmN14JS@;x?{Oy|yfpa|nr zSJ?N@+VLzoIYDeF*4-LRCYB;4N_icHUk~kl6aNhH`LeiE|LvI(RsO}AW5;#|=7<59 zE4St}MhtEl_^PC+u)NkjW>&M^Zyl0bjF}qS3c5tUYfA)t1!IAdsCM7tU^2yb>OTF5 z)jGJBia8cq*x8BUNMZp=^y3`umfzXZmdI96SMll7m+U1gEo^Rw5E?Gp$h=$JDG2KU zUqnI$M>@3YF-lCYWwJsu`>Zze>#DeKkqO5)lno!T{FY2^*h*(V*?o?2eQ@2J!l2?= zXGVp-TNanHbAF|CO=YXSQZOM2lq)t?z18Wh;n=m?u!Z*7F;&wI;Qc3pkB^eO|5 zpf<$A6cdB-Y7tI$!i|e$`OE!k|JsF8k!901+`WBi2zIj%;4fslci&HQikOayc1meP zUmLlawX@=G?=-RrqVXspF|j%Cxj?W3*X<1-uM)?c_o?m})1lQ~UFnZkYi`_j_^Jr&=fbrQ#8!)GjURB!WE11u)-){Y z*M00&)`--dLy68&DZh+1PEJl@Dg%Up2z!zQtdw~$2qCqI#$w);*SrJJ8GZ``=bu&I zHi`yg4BKiw>ppld=-LvAp7;XcjZU7z178g-#ADc-viw4s!Sk}X%&tL{gyY3?n-numr53@DAGMjH5(~lgF ztGW=^JF@lCtalufSnTKYX@NPY@Y5DPcj9zMuicl}%o-tj2;7Fd*qodyn>zo7c9Vjl zu<8@o#bms!!7bZWVwy3vpCQX{jV3=?xzWvgu2=bpA2M6}SvmK4oeSAhOz0JJNhq>M zZvhGRRNp#+V=4o8IWfkIY5``}_I{3Eguf*lcLv=(*R}2%jRMLDA5?sbJD{pmP*hw^ zT5*<~K>#cwnv{fgi1wsy)?Sw9ug*F(Ow69%@H*bBwE0rKVXbRkV-_I16MJenju)vj z=Dy6Ies{}ZN!OM<*NJ4*Ve)*ah!EBB0EQWx^p`Iyq$Qr{bUu^mO z;`^d?zoJw6Y=1iHrd0(fWYy@N0{Te|bB*GRg|m+j(qa(m6p$~^6~n@g%hA&{Tl)6n z5EuJ*At534G!<)(^U5$+&_%RydeE$sMTFE%bI)A7IL}?=QQdUjz@+NBbMPt+Nm81@ z!W}Pr?!tvR)Pme-U0l|PF(gwt_feQ{e|Ey}QTTR-#oWW51Q9WV$ghIzw ziB|asdW;-8^bq^C=|jwPzcIND-f^Q|+_5{N`RiMkG%xiea+%C~_jWtRU0f8j@D1gs zOPAF*zZcU7^H~i04;&b$tbCgD%z3z&VevFM+1_%+(PPKfVbezuJ&kqgP1r6XtHi=J z=yE;=&(EGdtw-^;5xwmsro$lj-p1!>Zrk~)Raxba>(x&ie+*Vs+yw4@!MG#(LFZv{ zP_{+Q(caz`XizYw4%_X9hK6cT*BHZGe40tF=>4ppenGFX2M<$RMOn>2?u!Lt!by_k zDwj0Y>~S~=2D?C!fgD#aFM}r?IbuW};~@K}Z#_x{<2@=|2hNWk7b{7zt0;pN)O<0+ zzP>%fh;GqLv6H5N>*3)(^RD_aP6+PDY2-`ZEaM5E5X8o+s^*vU-06WQ;W=2HSeB97 zT@(#R8DB8LaBJgF2epY4Z7IYk%uTyl<{Vs8Mx(_lEiExredXfXm1nP>(gr+}Kt|Ul zc?9IX<9LcRO>r+!P07hQjZx)j-LH3mld>K5m!=-OXHtYFMiqk){L#D_N;b+)O&%qL zAtyD)L19J($P|bcCrI>jZ_q}Wj1ySI{L8Zn8jQ#9z4ztmS6SUxw>KX^|M`}HIh51=pHP0Qt)2#%?a{#7K$|^d<)9=|0e)`|6)Hq+2p_g6=mBR$6-1koeOlv1XQNI) z&efO!H`NzQd!9Q-7fJR76`MX_5OU_Y*w~3Eg~k0TL{FcFjC*Oc<)Vr!0hl{|tF09; zI{IhHAj{?qLpuSjRZI`Zx#PzZ$e|9Ph&5xV=;^KGIoucy7`;g4AHY&Q&(1zYTb+?i zIiyR7zHhVh<1MO_KF}V7?ib92=E{$8~Bopb=>k-Km(081V30Q(22j!Mv zYSB|hCV}c6xYzUWC1yLi85K~E&3yH0a*}It;k=H`-cOIqA0z8J$+>Y-Zs@Wku&d>h zWP0fgx)N8yE)vuc7 z#_w>VIc(B|daLoWn_nJyahgeY`af)H?1QmS#8WJv6CJJF36e`ytE_-2ItEOzSvK__0Fi6h#&eQG}By6Hc9K5kz8FcPzZ0PA@iN7Y=tz_Xo;Fc^^y5~E^PfELut?glG zpR0`01%uS%4X}~dRWP^rxkY`5Q4oN{6*JHP1>K3TQY<}UrN`4UuS>0pZdw;UV%o;Y zgm0JXegNyQ9y^xS#U}OQw2>a{U`A#(h*xuOPs@)*MF||>XTLqd^_TcCVqt)c(#rUd zk=RMD3!HzMaipu<4K>zrkj&OG=-IXF1Hxpdo}(H3=BqTK{=$h9_h=BZkPd15?9gNw z*MliH`F=B`X>iCSs0(3cmEQ*Mr|lXlI80&0R&l!Ig{{=Ime>33mmZi~&V=o%yQfND z#9rIfQ+1PqZX{B=kcEMr2^hMxV5_OBX7Ew0T%%<=p+^K*V{imFINcq;Ie(T+?eVvZ zR>XMQHBzn~2A}(g5>FM~W(p|~jSymo~Rh+5@akk zY)B=LSQIv*VBv@pgz(tmGp{}Wh~N1q=Y_4()N;71+r%5h{^yx%Tg1N8ojk0P-SYg^ ztBbsQiW?er6@^KFl5nti*2gU(=HGbEl!wzp7fcV1A-b@!u5>^7^hxf1bRC(AiF@17(P#v%Yg7si^kJBI0iM#O`0BB%sYkv;+{_92-APoBGYF%^E{Ed7cF9=R{} zhiK@sY#5sH5Gx)AitM=_6;({wNrJwy99+dt6C=XR=muiYmu4mf9hC)T`zk@y;)~Wj zJ$nyGnbdX)nl%bb^Ny%s)%U-SD0#;q5t8k%CNv;{5Vj0=q6) zx09UmQGbi(w3?hk!61g&sjhj{;Ual{k|Pc>T4Xb|A2RlGbd};_Dz28VAA`U2>~&^l zI#36Sg9o2q@63W_1yNTh;UY*2Q<$Z^%k1&VRb+LBuyt%jY`sT=-)WOp)bn3N1Km%c zBS+jbXzxfy7BT4>WUw5$*p0c-RrvU?@u-BEO;1TV#JtVP?CG=T&ZP*1f*n80Vh#Eb z!$?zIJfD`f-yW}fQKeq4OP546QMNogk@K|gHf$Q#A6j>xi~7!ltWAUq;^(+0r-si! z$mU_9Yim2Yn@)zKL7>JpD2%C8PaARD$CruTe%&e{3eTkk3(%RK7ss(F z9}>}`s6Kpp6&I7Et%tF|gQlOQnv4R{EPZx932QxDKn!wIZ8qbjIbMb(mh#dlQa-3{zoIx$|U;p(DT3&|6LZZRE-Ex)V~KRRL
      }_H=bqs{ZuDd)a0G#7wdb5=j)J`8{bG&DR2;~rU zv_S~p9~S+QnP2k}EwGRg`1Z%;7bgxNi9>`VUl=W#H{Y$XogDKFnP+htNW3_Sn4&YL zYB_M-*jUJt2zISpf@mbQfUQhENWB?itw<9(i6b+bzdeAcb~zXHZ&{IG1WgUWtNMFe z8m6%!oL_=luluoAj*4O?y#L*zHrD>0)$SMoG!f-F%Umb^|5;5cT>x0<*R07?hLzcJZ=kE0RgBs?kT|(K6 zj3McKPHYyuuC#HNxs-~RO=8(Jv#hWt{Ve^anu|sgaj#Lwm|b(p`$pVTkL0tyfCbb8 zmQ|wftCiL$1}`t#`eLml5}C!){4HJq=9#_Qr;;(Jx}ze3)%8M%26Az~ZS~RJISkTv z#?;!Zl*Q5x{tK~HLOIvI&AO%CSbVLRBd_GhO3-!8<`ugbFMIk(|8rZTn1-@{C+qUR z*!sm8{~Ig**8;EqBNqR^`#HxQ^lbQ-EWp1C8tg1ZxYHV8^KcYJBW$c7bPsZuYjh%Z zS63jFRRzI@FnTz5vPg+8CAx$-bo&uC*9avU-rCq5=J{Vy3l~`zAbtPOM4Nt_$K*my z&bcd{fP3y7mpxiclt03Ti9!A4%(^b(Y0tloMH$hFYT}0Z0h9nr3u-Z?}> z4N%m|&=Ren#de2!$`oT0^$XaQmav=o9~9yZ;9y9U>o*3;@x2h|=|lGxJ!TrnNMA7p@3w z_b^v@>YpoICzG9ro!Ux1KR;v*q}07QH(WuSi%pDt>=3OOJ6-C%F5hxK>*7n<5jeK` zr$pdUciHbE?{?p&&`x73h$o7>0kVN%X{4ro+%8)R&4(NMFYi+`p)_#Ta4YU?`rX#F_$g%AJLMvO-n z-*YQUgGGgh%U$>%X={6>YvgLRbyc(V{7Ek$`%|ubo2{U%z{LdCo5O0}?nB`otvB=^3x$^BlM{wBoeJf}^A|tniv~R{|=bPy|@$m|n z4pwkPd>V;P4D>^iJH4nfRQhhGy#Hm?K$2>j_-R)IEJiDs2m0UM-wn$pzCFSEfLM{$ zc6gzFI1ZaJl-Vz72H;5G1RyEnQ37ZGukNnI8|(G^zQ~Y5s7o4TXi$;rjWSl=l&Pyw zDn%MhCBsX|n2N4SNJTUx8-CVz-F4UZ@(!Qp zdCu8qpMCbz?EFPAm6H$&fXcOp7{imG0C_i`7*?JsUtx z8|FF3V(>?U^71H$tx&mN{jdB&jiK>!Y|LPLV*p=Jr@KyD^2pdj+!~}ggZd09gqr_wVDjaHU*g7^7k@@n&ZHK0?pyL3X)dsqU8;Sy?xRt+%>S?PwEA=r-c zUU2%qJHRp5g4{aea&zlPIPw|r=e>z6b^Pb29O|255;+RI9`%0Rp>_(BC0qxe@hB8R zt(Xn^v+uCsAnIWJxeDp9o-X1tR70$Vu%!$;vMX=y3So;P?S$0S)BzJ{i?BWLtGQ)H zOa0bF2dDEH;{QX`%?;yJa*~|LNk^|4Jm*d9q}tAYl%4TdYlj!>TY$(& z;P3XUT7o5L02>`RaEnwQP{(*sV?qD6N;Y#6PV3W^1!(QG2Y)sPr67rs6bmV_8=vS` z$shbjq0PagE0)ky+hbzVikE!@^R#|a*`Vp{MRT#Iyt)q%+i#<~dDKvi0y4MpVJD5};@P4-MhL+8N6Fo|O{8Z9L4A>NgwJ+dVj z5qgMbni=}!`!X%IgtmYVIDld^k^0a&tD6NET*RJhg$Gj^)VGncFJ;1WFI zbx;D1kAZ#RQCn$okTghOkiBW|Paj_thqUzK1ioP>+TNHha&S*9fEDtg`#K(2eB;K5)gpZFpW0e zvuCt;t`g@epPeySohUr}91@cKozWR=Dfv|E40c%jhF{4kDb!>{jjBWh0V=(I>eJ#x zQj5P2&q)DOXAY=eyMNkug-?w&uODp>dZj+}$tcmwMJ$+349)#XFn6HA@Bo1U4Sp*~ z8Axoh&blJ@Z|M2)2sbtRayb>x+e;fez90}|UdlRs5JRnn9x9kRV`knXt@KDqBQXB+ zbU{N!fS{)?ZjyP64gXa449Z*Bk==u+Zh1*S`{kO?BbijyBV6+?VjIH!BNEefYPg+c zhm9HX7Gx9+EwnNiDvJTP(M}CHDqN`{M~Y4q^4We@L`)ZeMcYr2ze>8B0Gz^;-e;cu zx0>E!Tp^rfDQJ4Xfvr28f|hs6O>ePZtun`WeSjZXyDY85?T{H{nf@0~#6Q7K?SR`6%vmvS3C_$mMbQUvJi znOObH(QhDTav*V`;|t+BbS)lY8QW>c0I5}@;+E9``U{g4QXeoRvsUmLN>GSoP<(0y zk@XG=_mc^{gSx)lF;&YCs_kji$w~-%^|d&tpPoOQP>+)n>UZ=y>(DP;2S-KX1)4_6 zPCvjCj&gbD)SND(8vA@ z_&cy4%PB)?;?5Qw4YQST08lnqKo|$a%a$PKUPsbbn;P$T|B+q0C&vgtA^MG6VpJ%E zgz`Mv5GJs|0>pr^G}u&NXSG=xuZY19=ulhuZ}wk z9DjJ~B5DpJjpV*5K7xM0CMX{J5p6f($dqDl-JljescuNvQN2@D9&$@};+}CDHemeP zfvOBMpNYW;5MR^OEPZzHbGt`-^DrVMtAl~EK4jh-^?v1h5t=*Ov(VZHqIyS4TXgEJ zNZ^D680tAJRz{Bo+w&bFR|v|@<2WIuL-|8bcN<2_(#9kSHqoTh8mYq*Uhf`7OhN~MI? z=YxNRT~Z`H z@{A{ax}idxy`*vj09Q!6oZS~}jYV)Lh=P{k`?{C7=pY&&tv%tE{Tm#&hp!f&Ni9(3 zF}0FBm}pxn|L83umf7e*3wk1WR5W6Vm&#`ckS$mYSuDUxd=mza=qT6Zq&NX1z`uT1 zI;_*^8<8s4`Q3)v7NkWxIGOF^FGM|Oia0OSa#ZRhaiLJ)bcqW9}uBa^^ccp)n{Kpy!xd}}f))*1 z3+axA4Uz<{69Iw)C$mk^3dvcBin$KY*_lv2Snl|%wyg&j02!VNmDLa7t!>hU^?hQpbFcliRB_)c3%uMGt{(qdM=>c z0vYrhaO%58D@MQ+%K-YXoH(1~BsGjPNqrj%eg9Sj^bC==o|Z9R02Zue(-V$S{pX`)5E}!W7$tv;ldpHj7)am&1`m!wOA>$n(<8KDNokL(()0=6 zk(w!|<8IJ80HJ}NCQaBZuf(P)xj^I_Ef#HOD&C*+q?)6Ci7ywC6!4nfKhr`etW1J_ zL?|>_Dg+aO&q>`xse7bNxges&e{&v6z6hn0`>AqW2%Na7GcIhp6$I~-_<#+R=BP

      26Tl}w1dx7ID*~kY4e{dpc>v;c^&zYgc3r*Z7ImXYpJ}hbb z%6Z|_$M2yh9_Zxq$u3LaK6mrl(f87?XJ^T$DV_YPXd?HQzoFa>!Pt14?o0j~jI zOl{_cDDDV&?;xz36mrzqer6KivYUE37Ip8Ijg3#fj#A#6swtOwp{IRK-S?lHN`@Pw z`=6BOErg@D8$fq2g6t6pTQc{jp^Vtoqxa{Z+o2eZeB2fG8R1UUyTJU|MMr5}_Q}zh z$wW!b3FvO;(eNby+|HsjtZeg8!Ib(Zdu8&rRReIww7EDGR9ApYz97qQ-@294H=1jH z{$ScEDQW4g$F{e&x8KXk+Er5%6dW8-+ij9G?s4Xk>1up{u8T=^C$#tPm+0#5HhCE^ zsR~6HPg+`9vbCD9mkT^7G8=v{e9_Yq-?V8{rs?XNOdAoHsnAUcY&QFTadbZ4`-b$- z_5meFpJ7y{xqrlBUBuO^R~a$o0rmC!8R}lTmX^{gDk{c4v6>FfDz|$*o?j zH8!3Lhq#dF=qtGR#}bo~uS-jxqsk4$+|kg;BBp_V!;hDUK#C9=0h)!LkGPmF>R%Mw zCi1ks4fjhGq9!uY4r}V!`=b|`k)@|MYxN(qAU^a1b1S8!^al{vb6E5^qS)c;NO!KS zsW}fqQ3mdk;rzHOZZl>^_xqc!{^Jvbp|)kQHj%kE&=@Z49!&mGhH8`%>w2T3I}VqF zorAl^X0h7&?DdMi+a6uYP;p}_EBhoBJ?|MZcj>K&@n)!ZKAKoBwg13@EO?i)w6!hq z-lRwM$Kblm(xu!O*)R&*ADgFe0UtNa(#xXq(Hu0KeyuohcghbQ;tMfuyKT!B4mcg) zMymiwk-vfO)^c=Qi)=h2cKNF0++2x2g1CWSw(i)$2j{+!sHjV$qaLurngMI2ZQl`) zIAX2t)T^p$v5aq(zkXeaVOUIJJ$PQXyn8NBF3f6~0x9YeabXdCU+ugG<<?-2skM@ zzVD9v7g=n^1$VyD-bG&=mN1!fkti4*oThtH=3%OPqsPDs-=DL4&Yhd#rnZ>M6%2wi zuyJXPaM_54Q0c%_dTJ^QF9D`_7K4jlL$orxyQ5>XmKGOCit~tqVi33|NB;!Pn+dmp zaU@?x#b=(&+AYxkqn@xpnqbGY31dDfhE|cH#R18C<}6avtnnan0UicBcp| z7K7noL!QdVtUsPm3giP*=;g9zG|m;$OQ;KYhT=sJ-uwOA6)G}ukfwf>)-O<69%f4H zGBWaqVogRvV=*=ZcZJcdHbn3WrolWL2s}3~6y((y@6`&QNP0AaUCia%HEW<}hmMXP zTtK%Bg8GqJw@w7$ke|hRnh_t*jRNI4iVWVEa$bXKi$@J#hQ`K@p5Xl45QO{LOuQ7N zbCpmhoDXbC!vN$-3OhxC^85<3~RKBHs%acue@0C@2VG z2kz#5*3l%kU_lTz$bH_!9#f7`oFK3@79uctF+Mv7f+<5(7PYpsdk&(QM|jKLy<+3u zJ~6zf4`qlU+`mLcG)Gj_AJzpLO$Mym^wViiFyD8g@yUFR7$HF2-2o3^_Wlhb-Oc;< z%_r|ejfRgO10f8V3tyyro+|FoNcXRZ)Vo)(>Vs%oR2sR%atT(!T z7YE{e?^)P0bOh=cahTx0S-nAgcHqT}TTu3?i0k^8{)YU10gifC6H8fw%aj@SxuZxc z!==Wjx5CK5?`LsRg3bMmjJ-kogz=cQy}dPX%g|YxXaOMR0$=(UipO~v0>pFoD_h931{Me*ieZVtG~_T2gNhcT+f@EG+4cYG%&XMSWtlG3ef*Jj+S3`B@! zySQwrW)4qy;|dlTtPjQ#W+Dy=&z*Y?hBsd!QbZZU+l%*@3DEc)eEA&g@6b?@4Z@eN zT)9x%DxsKlDLD8Qg6=O&E)Bh$6ux+2MPl{E=H_M&jzoY))3iMev_ zV)!N`EOU9_0FH4b_ni6jXNHxW!{8I|=BCK?a5#&h8!9<{S3Zfldes*k&KxWfBUda+ z;l?cTlxs?|k+`J&&G+rfhjo`gtC>6Gn7Ki0k1&6~yMMcM?)mfhCL1=)gEK)P6xhnC z2ObGhw=5HPpdxyKJDh=YepB_dg8nj5T|K=TtEY$7;362~B#zkSb_axZboP%I*|uKf zyQD3%P;h%pqzT}YUv($z@L?%nzq5eXckbWk1CU*ek|_`tJ>l{mfCfuoQhCh3tN#*8 z&-u7ofa{;7qMsGFGS2~m>cFJLI&vA1MF<8`_u}1J!1V=CE6Xx_fBc<0TgVqe>6QWV zaJt4BSWK-IpZx$8-C#X9+ilg%eLz;ecItrsmP)sZf4Jfv#ikxH;SiMUeGF7Jd#wZLV1+S(V69zUKO1K+D%pel{W#Dp=B zA!<yzfepVFCKxs3-5gIo)(LRYD6Aq!wETLFv5Ilv^F#}R2p{!SSpIk z!nKdeTaBR)W4RL}6W+fCSW_|r0s`w`PA;dQ@Q1K)O!;zYX_OX zV2TT-XJG`~58uKX7*ZLj$b=HKIJU**X}Uw~(E{pdqH3rDwMpVTNfq`Era>6pPBCc2 zVmq^4UEc(I56ILkJCl-{Iu~C6jm+@CKqBr$?^Uh$Yv@X%Gda+Oc=W~zaH{g7Xp}+QL7qTk^I?yJG`q@wkaZmqNk=x zw#-#dgKvXy`clnuL{Q1%{Ar&&DG$K3*8bB*WFxKH3-6kr&Kx-CHA@yy4K&JgB!L>G zg2sWwTL5muXa`-v)x#818HRiJ2B2gfsC#Djr~#KYjlGYl8Vew>30txxm3aN0Kfk-G zY794XnVc|TW#VorT<5s}ad@kjmpXj$uYe^S%u!aiJCbSn)Ra%P{V97Q`$VmwRbx0?6LO#Z}`$vJ3`apAKt_@fvSGj9c>&&&FVv z?04%32OMh~W~h zgDw7A;!zG4J#m-=Co?VRZK~*JYJ!Pvd0(DkhU@f!S(40f8SzZJVdO=f}zF zOnE$GDeta$m(Ovx+a|L}tLZ_lPcQB*)*#c(RMRX@?4j}9{@YDW#Z^>Qh2enD6AYG* z0l@DsxETMogkb@`&LQu!_*%;uzWK}j5Y?sRVg(jeN63~h44oW~6$>)88PQQ^4w_`#8#UXBd~6W(=M8Y(Ih zz`A)an=S=T?j7I~AqTeltVVNOvGEOLiA41pb^72#-8SdKUhamf^YZU&OA7K*TWd}UM!RD>6uCA^b8yMU* z6?^TFbJ&Wjy;HgpefBS!cNrSS^1yRr=wmD| zrCW=Yg6D8m`vlDL=b6+#lp3>ARn!Z$wsusxo!s^byx~}ssl@#G7tskVI-$hH@E(3H zX^FDc4dDDs|41(cFAPN9hl^Hw->k|g{Nli1fP@bT3-d?lvjF&68O!c%-h$Z4 zB`+`UhIE$+qMxIIEg>Pnvq&wy&DNh+m^&RETht~N^z^|vDms2;A?bXDW9};`7_;C$ zTBB_C*ntCQn@>pS6?j3OqkB9DUbW`O>4KUoArd z)3q~#fYHDsx`L{cgsT=fgJP5kYtQ^X!7$9We|LO6yb%FWjnzLD4Ja(F$Wv0NO!MVf zEz!5pZBFIhV-M>xVJN;(h0TX|m6MZOnP#47BLPt32%A}C{q9+hc-G%EV6oVC6-)s{ z<~hP(EEmEwQy5f%BHRXF6c-D)tzn=wq$;j#|4FP&>~Ul4f%&wT9ebDDwUd(Osu~_l z^T+FB*@pq+gMf2nWMuA@mtPDF?D#-t?2JNG-)qqoPRZ{96NnHZgj-aDK_w^qO9kFv zQ_Qns(yP}ngUr)1O^&o)QkL0yy|BnXF#WtY|JCU5 zq@h{Z*(jY@$gO~{!XhG0>raIR1_pBOV6&OnzJ~ku&5X_a*=nJx23JDL-GBYX|JY1{ zk$OjuDIUFb$D?x}KI}oIE`t<;LAd;`-_Zz2cT-Yk!Q)YRav7dLV4(Hu-Vslj0BLtJiMs&QuyU-q<+XsN#j`$> zUWR^F#AfjT(*66x&E)w%|6#2!ZY}@!hvPEG>gm_PKlrU@Tm1J2yEY$T0Pg<#!-+EM szdx8;Azt|3AKdkQ$@u^F7JpB1xdli(*z>% literal 36278 zcmeFZc{G-9-#2=RMkUHrrlJ8!Nr(&yp_0lxr!r&=A+wT_LMkMckOo7BGLNY!Gi9DC zLuN8Zct3}J_u9{1&-<+B-fOS5_w&bV-S@BJa$e_o4Bzi(I9W;5dE$Xld#~kO5V?w6I57r(DO;Tqq(%xxo zD(!E~ZFz3T+8z8~${ByW-#qqJ>wdRoho@6+ecS6;p1dwx7Ty8rY--HziAC^zM=4h~vr zgpFw`Z`*L$%`HBAt+?8Y6AF2*lXvdji|Id&i8W+fnp0Ox8rhSMtF_;nGpt#&X0L6# zq()e@eN9abt{;*wYTZ1c8I(jfO+9K#7614#$KcRV{9ugWPd*X6l98GDY)!O6oS?6t zUvJulxNHhmPjp6i<>Q0e1)fsHw>MGm+Of^ls&dHA@L4rp4YmJPIz9t!QZQi{3fZY!o%G2Cjb~Z5^`5SZ`XU?3VczAeZ zW@Q<776%;lx^Uv?(IRgu>N6%L%Q-kWw6(RLI{d8E&b%0PxZ~>8Wda7-jFpv@)eQ|d zu3VvNZEH(8S3>8TUlPQ1L!Mh!Tbs4^%a@uYBNBjEKjZavY}aQe2jmnLS2{U4 z&2-&Uy*NE=;G17N8MRMX7z27mGf`JoRdqdns-1fNrv5q(iA&!3`O=&Bn|rIu%rhz| zC?w_5C0S1P*I^~FO1ozkrN<}+9hQ@$K5^oNNL*Ax!rFMv#KRclsQ7qVOG``gFu#BQ zK04Qt>#~uoHjG|WOboTKu<+W=`&V7KaAA$d`1p8=c@6hlo3_ok@xA-^U-R*yJ`%9m z_sa`aY6>o1lWBL3QW&~hud980w_dusZpMURd1Ym&#|kAQCN2f_^c9-s=DgcBtUmGR zz?BCNSTnP;qcN)HUtcnqRzBj(xe>@I<&ST?tFETsv1148K_>xD8P7k(4a+IHxw+NJ z#&TBexmmRi+qk(;n?1UsATK}h@U=nC^%IXJqIBMvlGm@Hr8Pc(o`ypHe)jCyGw06v zte2jlT-|bJq&@G!K9e!4Dg@#`5E(?3#*2Zyf zr|J<+P3Eb=CZFN993CmD`83l2Mi!PBx9MS}W5;~nyb&%AJ)>(?%m%zJE<{< zzMfbJiiZy`n;LGrwT?~n8@9m;N^71Qi>Ie2S?5+(39V_aAyv|IYn7FiM<*wJQ&NO5 z57$I2>$mXnt^WM^b9H@v=%kd#?0(nDeqW5&MBkT{?{BOx@maY(*=y1Bva9Raj(m^H zBYD%5+y^RkFI2gnJ$qJ&De#z`xbpn@4x84@E1e}lF&M3jc6L`XGQ`Hl#*&?ebPpUn zSk}fh)SMRo*2c}v?b@|#XDS|wq+0S!j&(i=kvcn5r)Bj0+dCiDedkx@=H=PVj2b5x z=51cjDOp%}h5Gx?pEnlf=Q?A8q>Db^+nM4q=OpPmvFg{aU-omaK0Cg8iK5b&VaxT} zs6deR7YcOyCT>#rl#U#^&b#U={x{>bIPJBjrC@Qv?G!x?E->}ujak+Cp{gfR8x0H$ z6lCc?j1(*y)=OXNJ&70mYRz(3Gv_+d8{Arj=V4hcORtrny|uwmU47eB-xtOEO54u5 zx@IRxZQUxXIY72tu~qY1Wkwp=NBc~URtOd@PJd)E^1Hgl52F`mS@r1?{Xkv(&NWxJ z%+Ad<=*}B?%{vD4-wF(5#+Aba4RjM1Vq;^^P7k+{J8>MS|J>{~KdFT~sj08m%yk}l zk}!`I@dKq)9xvE_Ec8<|>cK}$)6ItuAD*?hPi+;#ZS251O!e0tdu`xqfOhk-CBwF? z*}=g<0fpq0s;cUKVd0H?46?ViXzJ?=q+2ze{#swpJkn8Ml<08V-~X;bmH!?U6_sBY z=MA^~{TYif%1Uq3)0rI|9Y12c{7ph(_+2O@r9%T#LoLyGKyzc`t;{Sex1xFde^x%;h-XL7h?|%Z z7Z*>JF*7yg&y$INj|YC6k&$#MXUnSSjEoF@JtZYS%%C}z?!)?$G->_3=o2 z|NhN2aHX7QKJJ z)t@^bYsYsUTYx{og^`|~vTohFXV0H&Iz9}+mc4rY`ijs!MuH7CW@a}E3lI4&*q-*v zaT*$Zx037Y%lv_cBbsHzimgqzYO9Qz9!8d$b(-=2A??{r#a3c5TtMIp-NsgozY4>}KT5fx=d_iB85 zVdJu8%NUE%D%T4M3GwdU?VFUer>811$jI~ea?}l08Bh1LK)sr`7rvaaw%$FbLr;^S zowAJFD4YEHCy)P}(%Q~cDg|Mh-=)8`4 z&DpUlSFRlGkUPal3SQPYBMlXQ+_P%vH9v2-h`Ot6f}e6w{PW5 zO?Qlqj~kykvqjHRS;q_0NWevh$23RfBXJ&C|F=&7vFx4ypBT3QWS(l)csuL7nso;SpDtEs6`3g_phjbdDZLF>+XFLieQIsVz) zT*(IyA0Ady`xU8!y6_-8{QLL!H&WBL%3c3f!sYd$G-Owb%eW~@-|E6!M&>AF{+v>- zl*>Xst1mOqXoy-KrKgc}n>rqq_hay0*Z|+IUGYBzLdwd@s44r+s}J=#nKbmM^d}AK zYAIyX)x?{&eE9HT%Yg%|uV26RyLt0eqo7oSziLo za#>UP9&i#8wYGNDhVFAQ1qCuz*4B343aNVg`!#i^A0KqSKimnr zKu;rEuR2>$`daqmJTI+)y0U8?*a%}f6BCp1L~ji}4HateDq7n2*#1TX2QUz&uRGVv z{5jb@zk!`ypydWo0M>~wSdV^|{qhdax!n)NYy-nPyM=@py1Tp4@=r-CTuh`0e%%`SPF zzVKE_FOcVkjT<{G=IgLmC@WX4Y|V91ORrZ~D9!gxK35XxWjU|%a6i?_-<^(OdyI;K z27r!lp~$?d4VM)Z6r@);)hBL{=gK5z+kOojR^a~q{EXGBSFf3ml<^9D_H5g#t0()U zp7Nu~AEfZkJ7sSYHvNW1{y@x@(`m5r3J6Ejte!~hpoC$8Cx@6#tM}u_j|U~3hFdpL z4Cg#A)IM8{VtDb#ht*#b^;l&7jQUtbpy*I?>j&l5tqW+_tfkl9mED@{Nb5Z|{lL#p zscnh!$C=dnCZnC*Dk?gx<0dOh)l(i$O?hy@E;>O9i?MIdhuTe&wIxsb8q%L zY@8bXE;ljM!lD`}{SipFCe@_u=roUq49gxvf$3f|Oo#O19|yl^-f2%dPD$OD%n3!Uuv`1I^NYk5@;BnVpyx3V( zR8;-OOqFK&^6!I9Zyrc{xCU5i=Q!<7ee+XLoMaChN-zi`EbA&&oBtYb z#j=Nc_wIEEod&T0+Vo_q&|J?hF3dN+F~K7g?)MCm08-+{f~qnX%!FIs-7uXZ^am-W{tl42(ZCSETCOou9W7y`xU z{B%dz>+k4y!4Dqzfdf1R17el9WS(X@Ix%q#JP3fo*xa0;(oXD*i;j*8Cr{o?|fAha2nBd8FO<^=m;eav@-3F#IT&@gBk*IVCT9 zXJ#I_9}@Dp{=+gt|1b4_T}>Fq__$9@4A1`k`}dkxZvldMUOMYG(R=0X+x>)BK)JXA zaP{c%wLWe#Ou4W&KSo3UwYZvS}-FKqctAq&Yk;+r4DEv7@eP=Zw|(re&NfJM>1admLnvu(ZjMe&Ol*u%TyF<@@&mi%yvN238wkus?~QeAZfd$YH8quF z$7FbUtn20hleJD?;0&6Yp{);qR{Wkkc@hmg^b+HfZquf#4;evQUq4}@@ztwWKkjUm zlLxj=!ICETcEF^R@fQmH8jsk?T=(Or7(Z55pFG7K?6>p8qmzxy92~okZrfm27P`AG zn-hy`LyqIX4pED*O5_&F*rc1+9R4%$MfKzD+iSD(3D3aoDd4V#TQXFQjdXN$2%OeV zGL(vS)N%^MNdG`%|A^{+OF}{-8vW@2nwOA_j8R|a-1NvThn{izM3E7F1$E|7cz?WVJ_PwoiHiUP0mwEQ3cu&i zpQpM-Ni_UI=luapA)u?HLnuwOJa=$T6&L~veRpy0u$y+>yiwc0*jRq3fX-Oyk_e%A zl{f!KybDoU+fRWz-K#hY)^gfWT%KRp?uWcPw6IU*)5d&{gHQpBM*VRuoh5NYe$hNDE9>ILi{5~i^+`ra{q}wfPPO#Y zfQ)-ZMK$p@0I0sC8!}K)0=Z-Y!4wNpBX8bZ{ahttYKj(b%FR8y$a)4ZV4!Rf5Ljz$ zY@9R*E$;^Sz~VY4@_mN9LXqUJ$L;KdOsk#*K+Yk;(qjq7A}r!~5m7NQ7N{H7AvH`) zPJ-zB2%A-Yn&cA@_yC2f29;{R#n)AU#%R6oP@qnMi8Y9!AON8E?GhDDudfXE^ZP2N zq_hf~#_0Fi%fNQ>@?K(pMMP&pOTW2_l+Bhv7LB5kwzXJ zbf%M)mE9{MqHzBFHp1^APXSs{Q7$h0aXBC^9;Fz>*;^OSvUc4%yWZ-p1dcSfEwW`-D8+PrVyKF0o6fk4+cDKkHA?aBX-{~56Lzz-6S z6cp6v$ZdQk3Ou+DsQ362NuB!ViHQL>H|{)(g`Md*zzo%87e@;ev9%l$>h-3krq_dc z6wg9PBn&Dvl=--dim`=7++NSoZ}0s4{flCcg^@OyWgX4?0}H*nw)QaQ*wBR&m4)Js zca4IGStl{=6-U$=%ld>fg;;}E{ z%1*v|k);~!wu9wMv8o*OB@F|*S5%%SK6U=2x!75>j{W8V?m3V93ofi@UIk;}JVgnv zZU|eX3|B`{Q?^J+<<(LK%EN^TZZjXj_wpBJE%o!=Hzn$(#Z5G#;xDJfs_h1=+l!XJ z>Z&(rd?yC&P}P$VuLJ$Py%dV>Tl1*5&%HLDJJ;zoFR~>%?w7+=rBhB$qWyJAE7jc8 zSi?7A5<|Y!G|0-8csZNjo8G(ruHFWSnAx=^0=*r+ksHTm#D8)3u2`6!c=Axxn!kY)f~E4k9mb8x z#;_$k0{YSGBq)Wgt+_`!7XoH(@iFABk=cp&H(b~r;MZ&N=h0IyYCOn!G+W+XyWTe# zdF{5`B`A1AU7ZoK#J0H=MLEtRKcKr_Uig#M+6a7N3~4wu9oi{DT&#P~P~N_MdwvKV ziGV#&`ecZ8M+Z&DLIFC(ax~p!1Ddx({mjUUOK-aG&uOmPSq!e=xN-?KJT=j1Gn3{b!#dm z9$U3B(~bvSDhR6Wg9i@^%gSiSe^w=p*%kL^+jsjH#RSO9_x~8{E?b+jbT?mVs0Bn~ zP}RT+&;1_j4w~fARbtQO<>sD*yqBm;j0X5i8u23ocPev% zNZGLUf7J)d$*XS!{kRqx$z^r}CJ_U}D~1)?&+K>WzMX0C(%VYDgD;K1TbUdG{*@tE z_Z*QJ{(e~mEH%)jAH5P;K^VZ&*R%S+eUtnkShq8S{;n=`1Gx(qUd5HYypIxl`}S>h zgJPLdYz5L6q3%IcewqEqV)eRpAB%ixgYVq&MwLPJS=z+WUhKH7bjZ=8lc7n$diUe| zPxG53oV)$Gb7z5_-}c~K*L_{MR!y2^gP2611b~A)`j`-O04yGjW>xxY1u1cH3W|z6 zTeeV6ojL_&EVsx>mj3*nzeOU>V{NjMbx3F^cLpy@wu)nv+0z&O_Kb{OEL*1SZ4xW! zH_}9vZc+qWNwa6yxOZJL#8(PP@B>=I8B^0K=TME^A$5|D{pziNMdFK6!)cW1$B>e!M$l2z|)BCVDv}F^~n`jG@u*?|WM^_JEH*h4Tb@ z4)(Wo&mPr2JDc|0o6s}?5)K2L0I~HprtmO>b2g}Q2N$-q==DkebxyhCh4=4ggjBPF zV%3zo93W(>In{*Lnq$xX8`6dIylI+Wjmsc`U47eqV*iL^b8NnvHkGnUs-@K7VvcnWnp2#UPMcB&rSL0 zixsgAJ=pq45*$K5j7myckFRapw^LpI^`zpFI6)uPH8rwu-;z;!jt-#A5SQY1KmgGi zpr8{_a0uijt@3Y~?lt(ZNn3t|6{f|XpE8T@{1|xlnwGOZI$*a9{wKwoPwn})q=JRR z+S(6VU3CEPptShFQeLr^)f*746ZClo`Vs>dSJ3_YjI6AzpJrdg#ztYoV*ATx*tG3+ zpSj4$$oLIQmWVWeevfxs#90iz@Na<+5*!wG0}HYU8Xhc|P;2-q1|f5pLWLkssnLl( zHR2A!>-+HW77Ov!K79Q69eoD8PUCjg===4*x;}3t z*9Dn^PrxdbBwkut8p3zzq>7T#A-KaZ zj4`h3p|&-pV-N~a%25ur(=3=MPoF)b;W={qkd2KX(d}<<7CHJlw7*h6?y})&tSTQU zKLUku!#ww*dC#_H+FhQV;7hk|xsH`qmj1E0_$(v@;$bfQ8CUiFHh`@G15XaC=Dam* zB56LKW%cbX(OtL50+TA!(WVZRfB7=-OThScO-bW98b+I*DUjk9x8L&So!zPI8&D1svF^niYzrCsdGGRkn6 zTVw+>^L6;2{JB`F&#Rs5;xsPW+ZRCxLR{sFs`PIf7=aFDTBTUWQ#*K+yt z_EbxQ>#Y>L4@wF zi@$*echm?rU2=N*iqV3?pJ4HIuVcKvF$vzGv4iIas4b30wLyy6U!B!Pcf4JuB;K@@%NqGi}Jx;$r1=3QLkRzB&5!l9S--((X-#}`;N!@ zgY#VndNr6DCjk?XYA(+iDu{X~dl$#b69PF7a_`zj3&Skf(kS<`5R^-%;)n+iD3sLH z)HsiPq6gL|Y$ACCvntLkYYfW~d;5J4MJ!jSs#aNyyxD;&OZ7FOr&*K;_4n^@*|O!( zl#+=8md^o)p4)5q|Jj#wnJbusAHr!s?GN!h)&cPbJ`N29Er^&FqcFCkK=3Hus4r)` zOGAkCfNn`7Gs+%jX_VO#C~@C=d;LI>iz+MWAnqz4%>b#K@NYmtYJ!N9EgJ+0>mdOM zEZypqbBc^iOhoFN=?*hGsjJH$KR^Nn@Mnaew$04W7GXxPqj!N$fA8-0g*Z|6_y$rc zfZ^95mLufz4gwK&F6(}CdL)0;`X*tB(z;F!u7<2gsyjH>dr|=4S-eLk1lZYQ$a0Z? zczBpdni#6l-Wr~!!@p4*)^rSN>lx;+|1&>NL`?Z3N1{O+dfRfuAZz}D6ny^td6F?8 z&EfWK_g#~J<8`k#Pz#)PTmE}_oS^Kh=GVvQuN`I4Wuc+Mz+DG4&Y$hyg_dSq{Zy8? zn_aUi;ro`8K7tmXg359{LUbL4o{^CTqnLnt2e%N)G3b^M;Ki@+H@HaqvY)$v3<-2g z67s>G`TQIraTvU43*< zad9!xmC@tqQR7h)A!grZ6QhG>ljN8XH>;Ii0H=kNF9P660;jcAAEsMTaq$Z1F3?cp ze`PHdONKmJnv~Q&PWhxh6giTM0e#Wvekh;R9|o9^l;IxG8r`h3>W}r_dZFU3U-uSM zZr#{8&!#ageA}=630P3Mp%B~iC(rlp>nup2>5?jcAJe6%Eo!;R%F0UpuX0db_WHS@ z!eFcRf>^5ztJ#@gqL>unTHTylYGS&&x@(h`*aJkeeSp*TtaN{Gje()S7k1d+um3+2 zk0eMJ9Y?Z12?@vROw^AebA_%FCm7R=>b_;wGCWUQ9g)nj#ENHrbuut9O@_wDI0qnb z1~hi(&Yh?Ir{lWulhI$lWTBfKK71I1v-FsC6s%Ugj~_qIbe41R^75T@p`JWnn`Ly2DZ?}FXJ<1G<4fY^# z-bye`l1~rK2IyZ#Adh zod3Mx+V$&XnIWcd7@{oWEW5Nj>n_cNmm!_=5jUe>_HXz*pD(Xx`W+1RH!(Hk2D*3b z|0?V5o?AP*hT=Ls9DwMP@6>;hr@L#>a3?Y{2sT_{Y3UkB^n`C{CK(2xNo|g-0)+WC zJWL0r8yXrl-S(%wW-AJIH}-6I@SXhS}La;*;`E zZ$7N@U@sN=IHc>D{`jQobZfodzP@)YEd<|U9;qnc9-ld2L@`k4H*e;jc2KC5*i}D0 zCZq-96D?8>rX@Jn1EF&(VC7q08p0j!bspB=Z&|+<_x(~UiF0ME=HRswUZqj_{dN0#1{yd5VZ!J{Nmh{H5?-nWnvY# z--Zwp!-fr4kualBo~uR*vW*N53e1h8Yj6>aVM*RNlXQs0D5 zxfRU&|zy{ zsqF;EI|KC#$xlqh6)QKycqAnypF(N@`-#rXWQ7_CaNsS^{Vvn4vulb4kRDDGYW~?m zZ>pC@1=5vIq;Bmg__G1|HYH_cbk{2hi%@QUp>e%K){c6`+CxbG0lJ`j`{P|ZQ3~vT z5_>B%CkKHbYGSRy#U&zSko4>-v@`eaxkF1Bum2_$bFlyRoja*15U>nm?D+WjNSHAo zVBNw@=X#Rsg;&pTW9_D^TwZ?|h{)Pg`B<;pQ}ea{O*nUC2vIQZrolB`2@5jmluCrC z^;M{nfOG3PIDVH%b4j_=2iO)-AIBFhP@1j(vskZZiXFU&Vbd#_f zlZmJ{DbDG(9fB-z%5t$FPdt0~p0qJqoFDNLvS~elz^jfR?_CK{fgLIjui;TYFU!a3 zB#2Hs-6~w)I|MQlW{(U!v}AO3dy%=hIUe9;u*JJ+ibsy{x2~j+0f0=b&3yZ41%jfe zQv^_8Nck)yfd?g=hZB;y{_;FA!t}Y1_^LUZJcxw z)JDY*JQgMx_4J!p2Y0qj8^mO>4tE|FL*=RxP}HauCexq`^=wh!QtUIiL|Yl%3lgj3i$*vQWi=I6rtrr2LANv<&ilm!}3O5RDd6yop$rHj#*o1D4>Y3mk*8IIgpZh z09!c07C8}Yb6PaNtR@wvx>sr|p`xmrXS{ji6CSP;n|2Ul8(?@;TXQoMdG4J%S0d#P z=B@q(-VvgZwT|VO8rVxD%vK1fPZ=F-5>7D4VaAY=sLwBO&#V-t5g#(z$;tG{sGoGL zavrEx**dyJU80?-A;2)bLAVMNei00PbHF{p%htxmr}{i?A^EkowjQMx=#%DueL?*c z)HF-=FJPD?We!DjtE415LTS}szse&KoC0TVKLRwmbDt|J6aXgfU=l#V&K6x;O`0bW z8SmZm!CYu&dpoOGzJ^s*fUL=uJ$sT$DFYfKu@jH%9UQuw5zY=;oGVy-k6#|GQRJe! zEW{I!`C%0{y`5l$Qc6KAXeH8G#<7mPdYuCr4Qe{yR!|;3+_T_Fkgy=^1_I_REciile4z2XZ*64zv z)_C^j;j^GE`Nx|L>jroBrK832wRxhoZLZrEthCphGzxgg2*MCWJ6O=uIfUN}*R0aBD6<`WZ^*FT$QvEtz+HDg%17@Y2GnHO8X=&mYP^Vz$BPl0&=9h^>)JN(>h@pKKV7={S15aj|%K|gqk#^CX(%ZH5GWlp+Hld}uZ=hs7J=kFOAS-*StZpf30eLVV1 z8f(1~ec9q4U2D50*L9K~lJ9Caw>f^Z1+=q5*uBVHeL#6+N^h9ZTeWK+h&hNZ(G!7q zNQe@tl&e-bsDHJE^13n1~iev7og zrsie>XQ5!CGjL&v#lG#p(yBqGy{QT`mEsLewUfjhr&3e*xx-7wa)CDO-u-KSejY}9 zAWyqv3Y@Q($ z8k79V#Zj3hxT>`Dbaoz4CB;y{!bqqq+phCSNKhNq9%iK^R`-ywFyaEG+N!uSVX8pb zNz{`Fpe;C-AVLT)!1y~jmQ2M*8?tAsycT=_K_5g!#CR<(teFQwy@L21fD7-s&wxW0 z5lqvnpWOi*Mn{?X=Cl5OCA<67;3lk8v8Jk!wv{Byi}7bFwzRN7MzHKwCZuXUgJ(~c zhOK>_KJ_i7b>)u_vQ$ONC_;ZlNSfm8?EKcYgA-6E);>5aTFG18JGr(i&*;A{cjcqP_1i4vd^q(JTWv1gq{L{GN>q7oK??*nkHgQGby(!m7< z_PsyTuF)p5Na({H`*y-EgZo=m|G3?@QfDAW$B_ zS?oO}6&2sGFcyRp{J@zIja`dx9xX7i!%+|No6uAs<@m#FX|j6b|L=(@2@48|Td_y3 z-MDdXxHaqIrAwqD8$%F7`6C(_JdWPlSXwkSDhjZpH%5`6%O@{Sid_Bj=r@bSq9h!(LE9#C2(&_!9>_Qk_g}aQE?;VT zTbUpbM0O5b{6;zPMDiw%3=wY$EaHZ*@AA8M@9s6LWZ$-PXD8SdDGubc5opb>b%Hdq zFYWVoKyQZCY>fTcm}bcW9!Nz2d-nx0_GYmZ1g)TjmWi!!2u(fZ?8h|_eBYE($SJSJ z9OpgxzkAr=1s9cDKJ$PJS@&c~?Qj zBqlMT0xT>mfk2>M|9HP%=Dwc0A*{NBKV!7m^giGSWC0>wi*`Uu0za|S&HiVe=~$u=oWi9tft89M5ym;yx(KCvc>CjD?8UhZUK_KX!%pKFS@1wker;) z_rIwrh8jJbvHiOF{XfAW?jIRAqL}wwD>3IE+ceDw#&V4%&So4&F1F#v-xIv9W&hDu z{(tO4|HofYQL9@{Z;*TWRNZ!ZhR>tIf49awwnm81-n|qGmi?>D4cy!cwN<=-T>~jd zX8T|opp)&x^3pI^!w}3)O-&7BH7T(s!cUz!5!&^RBe(1+oB zjh7Lz2_^k3EWhgN>O-iDb|C!xC1|ZA=nC&r7959UbrEcQkIV#&=#WX&sm;r%skg3L zhI5fOLw0Eu;f>UuAD2CJ$h*k%CsOT*c`S^tVS@Ws69U)JkI z7&WP6ghitpQ!Sl~Br4C-r%(Ci5^zk0B#L1@6oa5rQFs&s>G&zvMojTGuSHDpd($T}`mG{cdG|=@{c*2<=sRs|)R6BrXIPnUmj7njaU^%# zbZ8?!wBU?o$_mXZn2>#dr@Be)n3CG5bvkJlb*5EPKOZ@awK`OFUs=g%p8C8lbb=bc zk({f&mr5~Zf&;$N4-xP4T%r$F)shf|~LoW7Ws+MM#;@ydgH zz~jtMvx!=1<2Y%0jSIQT)+*^gR;Duha+HTE8ak|=+sr&A*G)|waRIbgi?O0cdWv9H0T=z)q#~Ec{+*95 z9$v9-^L;(rJV&2-c87AI3s5<6?pH5PL{!uiP_D@&%peuAiFHUP`RIv8)(m>)Pw)=+ z0j?q-z<(@M;PVr=;qcWPcbrF`L>QJYfKA-~JdPhf0NHo}_NUxVmmC)#@6deVg$a%u z_kDe(hIfd-W9!?0-X5E^CvW2P!hFY~6nMV)RO2~em$9xLQm|`wMlMXexVH^;sLbW( zt5%qSxqo7Uc}rm2~3cv;=h@X1Qf%Uh7>ufpJjp<0tMlyYywnPrA+fc_BoNWJSVXz0EGZ z55>&A%7I)WeTU^4D*SoUe3=0G_Zk&%vd#`gt;XkoP$<0nshG*1zB>vL=Ak^TrqL$< zWPC`W#UI{>H~ybr{yziuZ!eOBtEi=A%USgAz`%VDnfBG|*Ol0&9bZ}@pG%oNaWQpj zwJQN$n&tS`pWEPM;pPT!Kqrj$MermVG39=fe z;}jgk4ynC(;%YIRJ6`EN9?@|eXUMT9?(qa3;0}@;QzDVtb(NOp=AVKUIm7XWI}k)t zg88=(Au8DFyol+Xm;QBA^?q@?Q;T)Dq>KF&m?^1u5U$vU`aWz_EoV?y_UNEV>3!@{9-x)a z5NPghLy>lmi;LR_qS5L)kQkfN0p8~@ULp1Z6k3tPQ60w)@@n!CRSVmwDrvWieJkFs z@VNu6@s;D@`?e#-`3cXU6NfIwk8{4RfHA=cAlY290mnZ2UE}U0FkSK{!>DBmI&Yq< zC&77DQ26LJ91kDfHg8fBAS~~uA`Pya+)bmsd>;y*x`sw9xRy#k$eHS0$;q#3Y>!)# zj0z^nH-Qavk#)xEsUT5_@6wpcChIGhf&dcAfsI+sD2kas3?0?^?+wK@R zw~63mE6&_&{=75tk*Y_(+VA>|{IvF>Vf-p(WF?j66>>v36hBZ015u-S!Lz)L5!r$A z3ojmr?s}ccos>Iv6p}&qyOf`goefbbtDk{wCPQwpil4yk7b;f0SuYdO6tsVSZ>pG) z*PHO{?>^jx{C7%AOPzD;Z1Kr3%BeNU=Er($;tZUcwkxM1PZ=;g-E5iUQR0||yEx-8 zDUqz@%F!6FY(2cu!C~%YOT;T4=~eZ(2)gt^9A0+^u5Et?3>vgk8K+}&-eqCPD81FZ-s^w8y9C0KPe8eciU&uhU=zQ4nF|^{tnVqS42^e&~dVGBRF`R@z=lcSz zxa~6r_aX4zGw2O9c#2+bm|^^@;RA zM443~y4=g4m??Z$> zcVTuQ3x|8}<$7#yIHkxDvTc*J`(*&kFdsSzUL0!*m+|tn$^BJK)`84yO^~!-7`d}U z-WvOXq{|gp4DQ3QjfIayZrx+LEe!d&&|;i)i%m#K_?!!qSaP(Gnp_nFkWDT_7Aa8r z7o6kVan7vbVF==+nQxP}WkKpd!wywDAs)+kW*w*G0WkZrbz-e|(AJTg6!KZIuGBey z{Bb~gDm^SyXre6c z*0v*G2d5!de&r*-l`iL zUb;X=tNk&uVR?ciQ{Q?3?)HIZ{p)^zG8gSe46m2n@$0GBI~K6aY*Sy(!F%gCAFu@B zL?2TuY1!>RZ4DQ9Fy(ZGhJ__;G*iTK8f$#ptHi_#GwJbg0>Ud=x8qI=Z$#i1pp@;x zynq^klk2+;rBzfjkRPUh+^ijO=A%DT#Xc7N`&-O$%$QS~V*>%zsPQ#!PsU*;{=^zN zfhy2ZQi)el(hY33w$jKf{0b7rt?Ik>#cn!q@eG~x%(sbwhCT3s2(m?~dw?C5i|yy~ zV;W{IhwZIFIG;xXbzmeIk$`Nk6IP%^({ z4*!Aof=)}r%DyZ?MIGmXsyv1rez*RV4#Sr1ChHg~#u%n;yD~(;`>LK}_t4@!YC#E2 zhY8yK_FmOHZ8@ZX#~4+axsd`dhYYf^k}K?u*zo7SkA~BH4e{vilkr9>K<^SxgAWKB zQcgwa^-qb{A4MRXx^fP3ZTHMH^WhcJ<>>g2QOKU7J(F^Uc~>(sirhvP0IY#02=#XD zl=-bJ?7W0LzHi6kB?tzt-q>8nqBN*Y6BgG)E19uRJPvTV#MGS09k;9?3zxjP*<;6g z*LQUikQ=JNVgFD$lX8%3&45hr3#gd147(P-j&AeB(FAd;nX`p=@_X7ieb%VqN#P?R#- zc?T}nWeK}4;b6_r@yJDYva0`d@9|PbynG73%kI=@++>q8^e{&Xuk~IpMOCj^jmV}u zXq)Y@D7iqo^0I_Pa#BqP{v?XpQlFi|XS;~V{e6TLc!ZbO9Ei((n=u9kpC^MU8k z^hv8-pD9ePY<&Y;#U0hM65a3~3i?(uOLPYZt6O(34V43i>YG@>ZH(5EhNt=0tL{kOBL|9K&@UCkO?avU_>M3R z2BS=s{{42YD!I*+63#LlnXvDR4HI=e+KRXM*bp%g`YhU zwv|wYB666P-Z)fmRYoC9=P%I;w;;C*qxY$h3h+y96#&j3(_T8f>`coREKv~PJ@eD( zsLAi_mUyOj1u47Gv@Mr*93|ZaZ<36HE9Ol4BBe$0RwmiQC(U0MHq(%LfzG!83H}9| zL~IE_#Xx|87UIkf@k^MPnI7GYn(n|BpmbQxyQDnD28x&VtP72H#5d6A&tCYDDKn@J zWPjLW&FyzS_V=AE&saxSc}~3v$0IvrkXalJ#;26v&;JeGwZ4AugajY9*+^eJ@-ta2 zOU?A;IN!C1?|0MqDl{-@vmPmG=a0R&k6i|>~A!2`yrun2Ubey~0|9eGwq6nV^dl*x`%mDbAW*$i-g)3;4!DI-AMAO!^!KDa zX1iDlW}ND4|AI<+{dNG;YG z-DIyL%$Iup^IgKY;6z&Qo5J!hv(9J>g;x9=S!T>(%QsK7=^`RmAQ)Upum{A*pM-$n zpi4&SFET^9Y{2_}zOVQCgzq_gWYX#?-IY|n$?Q=uIK_dSp>#cXHz_q)gmT^9B)reK z=$ihe8U=CeC}Hd7x46mkh}@|ZdoIp(RAFt8%Pfw|{BA(2UN`K3^xp4x>pkx{REqB; zh_LTPCWjyJg_)`zXQY~fKZWGSFBln ze*X5f$efY}J&WVRDG-Wu$^a(ufw1!3q0yko>rbjwt zl*hiRsajvMDe#=Hk0;+iZ0Hlx<^?+Qgh)sJ>DnolMdrynQNded3t~P;O-#C7CmqwY z3|+cC!gEqQ2wT>3jKpgw5l8WwU0Sb?BOz5E54}43t%n?1L0XeTM-T*E6w*-UiZ+T@ z0}_E>>*^AelMCufP>OqGcHfjH(cRu z&!&0?Y(>??+)sjVp4QR%9hlJ#D$A=}iwMfJ$#C(MIHsne{U_kwT;PB`7JFe&zvG#t z36QFL&8<6odZtdHu_?OKw;tBsf*Emsf>WZ1S>-Cv|0>~9y$cxX?BjrS9f3~|K`XV( z%R(CJn1)83>ExTUAN?h#TOA@=*W<1V>j|;z3_K`EfF3%~u{7)%1RbAcXG=g3Ja#vC zwm%+MIf14ZQ4UARZWu-Qv~^!?Y!-ga9*2oYNs4H#5-MT8hvcUz5+bp>0M0n^A4cdQ zdRa#g`wsGEJM6&R*Rt;2g5jya`5v+b27z?ph8)Icq1-|Av^EnOuqm{E!ha9~e9|>U ziO0RXc}H$Bc9n-5L&dDvoOPXcf$A5Hvw>Ja*dL7Q-dj!*jx0WAA@Mt`b=|;m`bpQvL}} ztpjkN3C>My+I!{@QDSlILv+(YXbAfFV6Iq??Vs^Mdyh~INdb(d>{5Q6`NN-}Q8cx4 zHd)=FkQ%z{^=vD^jz&H62ri(g+!t9Gk5*3hC6cwrRMSpX>EF*3aO7Gg{mi?o`WNe# z_w7$sbL!1StCXYqW8K#=);!T*-#xnPnDds=njXn_GI|+)IURBt2KE2%%IAO40sg(( z`#<29tB)_ZEqIv~scn2n`VMa{*|!w;`>j(YE%q&uHplKt&NZ05=}O$5HJ)|wSj&w` z&QRk>&U*bJD$1d)=qBH&_YZ#YTK_VCvcoMTq9LJhQ%$UeQ*$GEPk*)@WA5na%gj zk4dIi^J+ti3vrSZN_#kk*4y+;x?Ia(wabkj8=tG%;UN`mSaHiu7?#lf|Ga7WzwCqM zYFb)hw1Syi5Z_S2hjOSH7(9kll>Z_NryN}?CCAGLGdlxuD#(Kl`c3&mkpYg9g<KsHv_)a+sFm^so8!F0ztd>UdTlpg0l+4EB^88g~sbGF|i3ti>0YyYb(m~!J4 zww}UBS>wou6w^f?36yW zc@EvR`>7AzQSfv73Xz5`!VkiTg6RbsFjh#tJ|SZS>a36=yPfN)*I}#=R4+SC(CZ`e3F^A zo;2HUQl!)T_kiSoqY>{=9xGUQJm3ZH?d*lV~eaDQB;(a@Q)fd7{%f&qr>Ro@} zIC)GJ(m?SE!;mZEl#}moBck!xRH7GK#DCI^cPcN;l*l~CF*g8x+k1967JMA@++kOd za7-|38?d1PL6?vn$%8d_om*n@`b3IES~4~@)jn@FyLneqZfZ>yB)R6^RwNKips=X) zFTR92MvS^XJAhU?sfp^foAxa^dbE3T?~qv#CseaaYC0i9uwKS(vQFy_+DSlQQ|N98 z(8{T!A-;TWF$v*07d)Y&R-QOG^tII*&o{bt8=eow9nt#+>Htj*n)9~;9J#7GG|cBj zr7X^{1MOOJ;xNLFbA+V1_p3#gX5>#MI75~(WR}-0**`~c! z*F!l+G&A&^^z!r^-qsIFr1w7<37mON5B}q=vIB1l_xIWVYVXU#xop?9e^NAw-ik7W zNE$>XQZi*oGBhB{l&KVv3L#2D5|LEM6t58CMTj2_ijtI)WT=Qp#>~TaUf#8iz4v!~ z!#a+=|J!^0v5wVx-=p92JokNH_jR4ud7Wo^xmlykw=p0?*~^0z`9F zuIsONCn@6%H#F76=(+5c!5>Dte^w4^17tO;+TUfCQ{6T!)p=d#N5teiDdq*$V zOy0{Km=d9k>g?bb+f8HF>a^`n6i?c0I{k#5(nBDx-L8?%1@)6M+}uUA`JD~|hYY9M z9`LzeJ$(j{pJ+MenPs+4dP@q1=nhOhE<6d?~!HXURo;tZw}bR`*17sBhPNSJ)t% z7i>JWqx|EU16#EHvj52icv_@12=bKt)Of#9v4>mODAZH#i2kV0>t<`CoEB0zfE~Y` zb*|4j7Lk&YmvOcOPzCfXuC2P`8ejepiZX4eH9oaFr)~NtHa`4|eHz5@MM8NJ4J2!1 zd&?k>dJlSs5lE``8yfzJmD6lA<@W@G3{-{_8(n(8KFjY+FWi*_g7tR*>@UD*jz$6} zrU@{?k00wfQdf2EhHTUL*vcEwaH~M`IvjK0GPkCxKp?wGAS-0$bk88Wy6@71*JtoG zb3dLzxe#HfV8&SE7OKOh+k~=X-GNLYpu~wz=)JxI3cbl|a{N?xJ;F(xF0I zwqYQ>Dtl^j%ofvKd;-po=d5bExJbu!C}}##Yy3CQ?y#c&(}n*RK#>2EMEt)pY5847 zl$ZYln!+uBxQzBL@`nE`nt}jXq0BCDod9p3GUWt_KnlYa-Mr4Op~v$iU%j{{vI)f9 zLzt2IfpkPizV|8e6t~pnL%AJwelhmHxV_?C!`h~CIGil+JZ|Nw3Y^|pI|oKq#70%y|=tIP&G$jijU*XRYxXeHTOB ziti47Gh8WYI$oZY=4zuhSSr~28D&H&9HfQphv+BOri(W5Gt8$B9-4*~z!2AbI zkt2?a%$MxM1ma#p!#q<@6QLSlMiO@le>HIgA&s#Q^GuIquAZR&k7lTb*JwMQLOkEI zrmI__UF2(C-c)Y>L2s3lcZRpM&2hDTz37DVRc{XGJFfMZFrWD~@eu64`j&HaTgFWMw5`Jjm*p+MXDa!S2~r>Z`Z9S}N9Vl9 zW2#7i2u{Ld-T;Nw7Wm=X_n5To71czZD!T=Ay5bSKVL%)AnWur$i7Y3Jwwj;n3;# z`lu(g2XQXPI}Di>AlCJx>GP;O+!T+;=#I!j6;k%y;Q|xXhnEy(XkF3Q)P_>>Noq?2 zh+iE<`SC_PA}ugsPo@ZUm~)Y5qT7;%)QE66D$BsG$!qKK@~g5zFFN(Jz{ji8MTb*mw_V$DXUms+>fLOmfjmmxlvh;tq@ ziFW`r^XMOYi_jjU{yGNpqs^v9YmXi|vePYJU!5Voyc_hTOb(;MGxijM-hM+<)Z@!M zvlrlfh9ffFO-ow`09`W_l`aNVw>)3&e*DJ<#^P%(;=>_80@r!oHz~{=U==Ufiv6$c z=~>jz>M`@t$oEKUX%K9I9GE&Z#DbxhuRAqfB$<^n#8QQ7_Jv$-W3C zh$9NraLN{7)sx51Qpm%0MAt`rp?Rs_ZZu-3^|1my5K5%`?uCLdqnJKh51m$op@*R} z6j~;G#|psA(B1xfzbPyg#4MLX?1~>vyZnK-TF&qF4O=l5Tm|Ga5)%%spo$U;jB;M+ z3AH-Mj2%jcI12U_Q+mpUIc7o$IcPc-MQt+`3ZQ*T9VbBd(k^TDzOFhb9s=Ch1}Q(^ z#Fq#7RpjJVM1r9Nolg5Zyr@TSpxG-l0CtVBTkn(5yjUD z>!m7Ob5-U;n0f_&tK%QTsoQM$Z{*lt@QlR4AP$kqkIZ@vz_c$~IpKNOdD0-A=d%m+TwYQ+Es2s5o9OB}?~?f;bf zOFI#A(^G9z<1vuB+X_~mXK|0OWDB))DJp^@v+`wxj2*6D=QNPECM0wT^x} zEN$w^H$`;cw5Z8os6Ww z$)0%BtG>SQXVy>r+jYk>il}8GKiZx!f}I%!pxt_WxR-cC{n#`VoZN6Jg^3bZ1?Loz zK9X9&n4s21H!F;|VrJuCdHM;%0XniX6qR7xl})c-P&mXET%}2;gT{!nvffH2^$2JF z8ast@Lk_(0ljw~}-#hU$`0x}|G;jj6j(vS!TMHKOI*gaOQZqkreStX96SKj7CMY|C zIc`m;J2-7m-#19Fof;~&8EumdMpVnz^xSb`InE65b}eWsU>8$;2J*Bmm>2m#<%#Kx zn|38C@M#tdUd$GoI+5v*Dt49TIj|X9wl$6DAdiYBiZbyXF#R8ChC|yu6vx_K9eJYo z785k$&i9-EK>j*jw-G9;I((pWvBDgg&I~FMS~Si&jljb1wAsQGqAG| zG);&R(OTFv;Q;RX4Pp|3Gx!p@PBenYBOKfAcY9_;e#Nr9MC{iJOw)~&k%%xod-N*E zLc3!WwnJR&H99ttL^-<~rc*({3+;AV0Ov2hJT`=QAzADPFH&rpI7qcBF{Zou_u}qA z__xJ8RN^NhDm9#`m%!+`Gtnm~HAKrPri!|u-}x3m#%IST93ww;y>3&t5N!3A zU}?AMaNZ7Q%xg?=aqmCivhrD3qdc?#ZZ(a6mvzHyoCM*f&1|yOEDK@S3LpYqkJQ0W z!c`3#$(iXM2Sz|a%XkrtEbpzt8Q6{B!PihGiOlmYFdWfxc+W&pA`JeR5nMsWrYV_i&L#>CN}~sd z)fQ}N_6B~sN$#t^$Vqf~Y5Nf662yob1Sa8fkOS;OG(o~x<-qJDL=`W_94Rql9Zt4G zS1B>Vbef-uF5=EmJiu1XjgYna48YVV_qb7L-U*iRnm-l70miH_8~aq-7j(iy1Y9kL z^rFE}bg9?j6TU;D^md%cGw``cOidw*y4OgA7vK=BU7Z%`g(`=^R-l%Cn2;xJMzoSP zf&BwMqryC%^{#+wAGl!cHMt?WT(^p)8Kgg2yXOjn59lP9H%&dxhu|EwF6&^6l!fM_4Q3h3<=Ue5&8-M)L1Fa*>sZN; zn-QaX7-SXKA7^1Gm*~`P7!=YfVmatQHyfV% zHnC)>=Z?Xr{*RWyE8WI|4^UvCiHWzy`#R@?B8g=){=rj*QQ^DD<>{U!-2ClB!nU!v zFA%#wSWVJtL-C|A#Vpzue7SGy6l2oU7E|l|N>&0&Y)h5=XJ5FRF23ZddP491KeSSX z!)p=(PH$7^>kLgu;;sK=dFbojyd%4FHk2iA{_gK&#mAGeF^W7X9^XWHL zlB$$cU)eV?zQoU>F+wiCzF%P|pAnECpGf;NPu2h(6M4|%z6PtH{vTu^W^ z*le^fxc#U(wEWzq`Q;(wFlpxV9PN52kX~2!(NI!iKo^CKd#LeDy4mD*Gdw)3lu>Jm z@i%^Fm>w8TC+K0hD-PXJdb|&m6kz^g|<77Z0-dFAw$;$c+`h zJb$m;mMtak-!I9@$#KOM90C&x1chewyx(;GCOJvWulIsIL0b5rLYLr7T8Hea{4|W4 zmcao3!Kd!{C8&7(Wh{Y-mzf$G8u|7gp&1YP(uZfdZl@)(GuV7sFacEpZoUz;`&WfT zM6idIU&INtM9(cNX!#aL2DWCFHta0;V2bq+Ix60yv3ntKipjy=0>ozLD5Zb6tyxw^W(2%FjU^C#CIf6QPEgYLEbvX_+{_EOemWj#>SG4ZA}Avf3H*Q}{HpXZoGl(Kj{Ghem{qh+(_ z%sJ0B0~9jvQuB~#rZML+gh*OqNK%n!5{3ce3krBKWp!-`q0|?fxBPsfg=ZSnk04v3 zklP)YyxHyJ4=)Z@RStavgTv?<9VqsYBRwEo>&mmwgH=vL@yOD;tD(HbIL*?=%Dx~L zr=HwMHyr;c1>OWdm>N%zJGI>H#~VVRHhkXh94-%N{XqWIX?)m;;hmbg7PHNo&0sIn_v>GPKi{mh!Mouzs<0&voZSvEBp9!2^r8Wq zO)P8<^qiEzb%FY(3Yl>s?5jc>5*78jZnN!m5d2z*BaJeb6;+prm%6H=L}aB{+aDZ0 z3LRgxE5ZH~Ci!1H``x6Z$96d+yA3(xCtxJ?q?%34RWebkHQGV?-VHO4Q&Z7+q45KGO_JY=QE_fL9H zpLXM*7`q;Fe9QKMeapVEQcIxp_$$l6Qe@Q3y7$V4>|d-U0xu0AgO4Hk1@bjRQq+t1 zNh0P_w{~vKgk|RCQ{obz-h&-;8x7M{D8=`*j@`-O zV2!bE2#77wg<@fv3LD;c{)QlxhK|nFSHpT!mtgdQu=OIoS9RbUv^Rx? zgcuCcOcoUtEjc0`kD)voVMTja&%{K6$Gu~Po_!(YJKp>_g;&4y-p*I&&mEZYO*2@V zZdx=qwpe#VWMy)C`i+V6qa~GxAH=4l%r#6u#G=PjGT76jgz}zr8d2>X#>d+UHwk2P z%^e+|+E3^$o`u|+R4(upt0Aw(Z6kJew={21l$LZm(PRi&rj3u4`-E&@NgIwg zh@3@0vRMENA&`O>q4rmXb~B^qeSYfw`)WWj@Ou(kv&i`j(o^ZmSJXvlSGCQ*9RI>S z;K~(M5V1c0;>UPDZefI6fKb9sWC%3b6ESHJwiu3Us9biq? zWqL|2iiZd?iE|YeZX>M&G(BT+R%b&W9cQNHE_ZTjphb3F%iRM42Wli{A~*TI=cB6P zdCYQJf_sEmrw%6rlJo$b#se2P%>`pl`X>^2P2|U;=(Rs#K zu^-6XJ<*NkGRY3&V9oRvn-vq#UX6(p5lKl-aO%_$6cD4uI)9ixa$Sg}q}!dPCP(?c z0a+5G&V?Mo3}`drA?fp-JEwq_HKT?-7((T+Cak`jS%9#6;lc&0CJUKJ=+=vHdU2_| zs1jejnnka+i2;qanTyp*vHgTDdaEZOaKj3ZL^?2)9kx+SRd=q&8oMRSt$QG%I$rAY z+{f2IkYC=rV4xmj@%bhD6-jv1VaeMcr?CHNtAb!mDkz^pGqX8@G-1c=^WZ=jHwJFK z7mcZVAeOH@f2aoId(6lAe*zpV?!Daxs~22Ha*WCPg)TZs`(si7M@Oa-I9#0g<#lg= zb#z>Y#WWH~*^OiS?EBGDoWZE$NsfUc-P|HmNuLg|AueLyDL}tvws6ZBrvFI?i!L;S z)FqeWp{C1_iM+q3OiVAYNL)d|^h4W7^x|Gm4_$j#!2P;9Nt+M9aq!^0$jT4xr6&6NOK>e+LI8P;`G0gyj}O$T4z%-rs5l5A zacB^5roO)nB1!oUBlWBN0jL-kp*8;)`B_W%_qMig2!l|i49mF3S@Qmqi=F##m{gma z$G$4tFL-HLkotjj+;S0!tB@po48b6HR0+4S%0zOIQYdr=tZeRKnIj^2=@(4nYt+3K(|2KV-NcLti{J`|jF?9tojc)sA-y?Ajb$6pIH5}t{h3#uk$ST_## z3JLN`L96)q=Z6a^@q}8F_25Nl*I>9u8+1iOgjTzp%(~;`G7QBKx5YBmBE~RvBQY5A zwgE_RQ_gwX2n_j@2n4>6^gKbObBUrEZx9=jd-{k`QBhowor^8zBr6;oETn$Nvmw>~ z#xCa}w4=a$j}xDJT!wEx8>@$hha-fZ5W!0zZ48PmMd}_5a(o4n{1`0>DVTw7*|rU) z%_cgk+qaW0c(v8xA29sIl6?W3<(6f(qIy%s;Rhv+jm4TJ<#2q%HF0ObCkQo>*$_;y z(5B?(t_bsmnSk|bC=$KA>5{@=aENQFD(`n`Ked${JQ=*TQ6spF0w5R8$FTa+3XL6t z9AL0KLocuS3hYsF@>^}!T%K{?pk6e4S4QnO#iJ&VaP z;v!f4qeq7jLjobGzQ@1-|1=&c=WJnBW##iEYKL78{c0U3)Zp5h?}X`dvLtW*u zw)Vq^%RqSqhkO@a<5KYlxVv!CA`uAb-yYv>p8-xW57akTz*cJ#x>gP=V4RriC43QD z{^58$NIj_*C*@Yd`@wUcKR8j#FC__3H1q&6IOboV=FDVd5iw6g&`XiMRIO4GB z8NO6cs1_0vV^eB)r%x7-j6K`GntE=8AiqEEGBIBR_-UbPmDF8$3QAL`^~tOI){Rsf zQxs3;B%TBg9E&*jJfL;g~i<;9gx@o8z#h zCFzEe!Z@xOSa+#G@`|R4zM$G&3L6UVf{_Zyi$N6nO^Y$EtGa?4yg^CTxlG)Bl+3|= zG|g6R;QG-V<9s&sxC_(5ZL{mhKyqo2I>~4uVZ_OpLG=ZKe?n3c8>#4@9`r6yKsZ~D zm`R!{@=EF^>?l$2sxL!V+IdlO2^859liiGtT`BYxk;Xkn-9#da*uUuPvqDEGsDeK^ zM)LM*%|7$(7V)dfe;sXNRDY}a+#Kgn=kC~ZbBogoV9yuu%ZQ}{ibr~&l%s<8hA3}q zv(xui%TzTqWVg9e7-V>Z?}hWtkE)o#8#D7OQZxVyjMISz)#i~FPlk?4^XljYEMIir zU>@=bFlk~TO24P)VH{jd$PpUI=8n^+H$zmt86`Esi!RSRcvL?-TuKQv>5*3IXcRPfL_{0C)dDFHfn4s7f?XI=o8a(8MY$&*y9V^i9QEjdf>Wze z%v?g$f|pDjl4vAMkUL`o_O#h;qNm3Z(LrNyGr75S%;FKIW=(>(}KNE~ME6HKzm+$FGk_^wZT`CJ$R;Lzi4U?f!g z1AURZwQsQ+TQW*nKQtXIP_VdWqFWmLvS; z;IJ;jiuj;ogPZY5Qz0X^( zIID+^0>vg$?G%?(iWzZ}>&I5u zN!&cIRwYlkimxw)PIy|_C6p%MEa9GE(TkB-h!Y8N;b`yuL34s`&Ux#*0-d+icNkr>I6?Y|H*!pdiQc}@A*7|Ns_t-)lq3GBxu46FMGQCFhe#xfdl=E-qr&5=$E(yHN= z^2S3iSgtx?IWjh8iJOa*_2^fj2>)(WAAcdLAYcKdxbB%Q$E1Afpt*M6Ctmz-2o0qW zX^!qOF$qFbrS$ppKg-=&n#nF||Nfex*E|m!V?SJBS$FokQ;$%*hVaEBp=B8k0-$iH zq70lIt!0uY9Tdlo4mcyJv?~I<%fdkY{}`-u!O>!@o;fD_NFNiDLTfoM3B{LfDNHhm z`_fEizBENT$CTx?55~WHIr(9!4YLb=dHAL+1S6lkd!$Vdtt`KNJ3_{JWGAf2sqS^37X%|2#CuW)E z)$(KJds1OYcm>V^Mu$c$>fIrO8Pj5qza6E)rd@x&BP>>TOveAtvR8l06ynL^xr3(d zUGdKT{>f^VjKJyth5s^^W+UI%>HqxCKbZau|M8QIDQ3;R-Xu0We3hs#nrb?#=_=+I F{uk!+tW*F1 diff --git a/index.html b/index.html index e9e151e..60d1077 100644 --- a/index.html +++ b/index.html @@ -128,7 +128,7 @@

      arc_distance

      Mnw$2eUfVv<5s-QQHxM$o)S~jm zZNHj3O@pQ7`&L>wKthV0B0?RhEvI+=&}BD9u#S?Tsl?%HRJp-jpdeq({ zrTS1>nndukkjf+(7Xc0x<-l``ypMDpdS5BN{=TXA*Ur(Oar29STl)lesQWyYw7Lp& z2Z4SD&pGQ8tsQk9Ru0&a587>{S|`3mzy>z&*cW5__1nd6_ZyT|5k|LG$&?>_Q$1DS zD7GmRBsdHP^8RUf*<`KP*4JHfx_-%gC3`G)OaOxdFZk8)XMfzLk*xPEQ~)7dmhM5EskyDkwt z*ideEj0QZ(Gf|mZ7JijV(4=kgUk5~gLL*AO{ zzPN94$a!;$mc)Wg)6eH1Q5OL7(SH^6UQAwO%AADgHG`exQ(*~3)MwPdK1#?hZrb!E z(N7}js3LxU$_n&YoQC5&B`aO5Z*u$%ZVAh|gGN+fI5^LdA%if|Q&Z=a4`MT~1siNa zmQXNvU%{ZesAQq2!*k?@^zXl0Pz5B6s-T&zA2atUD=YIhF4s<*6lVWQE;$LI-05h` z?99|{U`_vh`&u?{-n8wIpL?nn-<6=J8Su^t zdYcU#3HNJMfW4+T&Uw{>3xTdp<^6iVy$|vKXe%s3V53i$_$3HS-|xr=o`b(h4W4hf zm3_WLwZRu>o|DnBU_K@%c*!w=PHgV-L@a7N$7_@#gaeUR>~?`n0KsIpx$@NYu`?7?D-I;CZKBV_h8MjDJ{PtegIedxMQr zW+#b!>vQ4FV?+lZ6l)CVvvN0#?fuNcpZQHadBHW)Pux~D{RyW)Fj}{>K=;`VG8^v@?>xaiJ))G3m3DOjh{UEm1)pX&_*N#!Uezq zcpwc@MbLFXzjegy{5y75BKw3xd(VDlz@p{YrZP_Mc{&Ey4+Ktevy!qH>F-JLsl!s(pT(Aht! zv|s<6ZJHC?Nz9Aug(;6$5j)#ZP(OR7tbJ)xUgIb>Q_0r}t04ww5?MosN6nI-@4xlo z;+WW^q$JH;*Tu#oS`!QTrUeFFJ!;$ycaMXOweFcn#gM}&5!seF>$n_g*4kXwHJ(VN z1?q#IFKjpx(zdryPO>I{cu;EH)L!xGfgKS<%bc5R*NJm z!`zhU^YQ)rD-%Mp9d}{~M+#E~RCtfpHh`kD%6F>Zk&ZQGEfP?)ZQ@O@XHEnuCpCJ% zm$A-Ny2#ERXLuNBY{*V1govU9Ifar>u90zeEYmCxGJ8{RhnfZ!h$4fI(=@(W+EMK& z;gM=^DJXvCG1R_O{@uOH%Y z?i?HAR5uEKawamndFPc~k?gM}ZziEaJE1$)>MqNCuAJQY-X0-M(D&n2R7!DBHy_=z z9x7gNNwCdn8BSGrJ1R-pvc{K3t##enDK)-{KR{i7RatLU?T$uu?Z~Lv^X9GP2Lw%S zZOC+2e2G82d-sr1!Z=06{Xp*Z={~ztR7K%$VOO1U9iP-QI_}iB%*daj)zF5mpk}zR zP$@c<2~(#S+NAid@fJB_21iu;O&V63*<;Vs)3r5Te{X*ZGJ+8iA=}(R*dT8Nh=U*H z!SK)EjWSI0){{($2q97|9)Orre|y7AHK?O=fWZQrS!*>W0nDG@_z~jRTTX5^rDvK( zjbeNkJ(*dN9~5u?-r?QDP5NoiMTjsCD`hZLkVa2~z87NAKoSCr;V&G1HQ03@qQ9$U zyRPZ`->_Mau>?d4Ptg*F=34K>%%&d5Cz${{!NGRs+H7@52nJDvb`r1@YCV1b{XiP= z=CJmQ-0#?6D$`Ox<~5424CICDpI>p^+Nl5Bt=G8yoMkVd=2K?eT}KQy1Z9XrQxM#$ zlYWGkCO!FqXzmiN!paLz`75`$OAPsmje|XxxB;J8xku-B6dVE&vsk=1!HjI~lTk+K z`%XnC5T9}*Im9ZOlR3qk6UpREdcq($U9*e__U7xqVEPFST!{%DEQ`H8fRei zovZIBP-TXQ5D*4G=~e629pD`f95JE;Bv(sGsN3t?n_E+fCsV%1y0FEG5ClkXkQ8A$ z@2;~ZHN*YK$cZj>w zAfMlqm9--{FdMcLysVgUCh0eDU~@IEd4+C{@y#O3-jcRmwvz7@M>px-4Fvun_|1UpsVG=yVx6qJs#FN+Cw4|si5)N2K?RA5ud z&Vw8eZJd0F-~kVE!OP3QcWTRuZLKA2P$5Hnz4OONny3y!;7;0JFT*)Gk$Uqe$lhOW zHnUU%l4dfRT{OP{U5P}VpAL|sqHH_P9_JD&^5n*w%YfmJ@@iM3pb%5HQ9cy{C?U@(*aEG=js7kV`gDvJtloK%J!ZpQLl9&2wf{0OPL zl!VSlDT$GKDB(`xv*N%a7Lgcl4BD2Gu=|D>$4(TH2T;*WB4+8C%F79ES#|Nq7%_O- z(C`iBIYUS*&`3xB1V6Vyc+hi#W!GIZa_7O@byYI%4I0U;p3mto(PG}?7%YF$;ukZz zK^y8nIyR^qcv|w8(As_s$svnPn|T+a-V(iiD}q; zb^qef9jyfiu)r8Z@I>OXL9G2oF+dPdI0I!`5zdw?cI^(4D@8w398(#ujXsi(I)>@t zYB;rtXq2h@_+8$?jiCr?&T?ipvJdfEtSe6C==K^CI;=WySm(+6cj zWNA+1AF*^71ljMo zkCPn6f&rMPv>Sm@e+>b7sxT+|W78am~7Qt>NJ->LZcyAjIH& zISPz#o^1IOlDmk%ghEVAJV&7~hNLbG(3gUV)nZ!-DW(t!Q`#oL)X%tUw;^lOg63su z!)ahZ95jtZJqBksvYqZ^-;c;=#Pn8lUJGU~3pJV`HmORdvhS&&CLu7Kdl;gK?KmaV zv~PQY8<>NTwtg?caNVD0Eyqskr z+9s;2bMrj;{iw>ZMlO2Kg*B*(pzrwZ-l43@76Lo+E_B!U`|BxLouG--H1TM6hq z=bA3%4Q;-gs1;5R>2<5zdF@x@wQ`@8DgsVpkR1&YnRJwm<6^`)ZG8&^Up15)o!@K_7}s^#}(j)2yzqulHeR(vA9%V}NJDx>ghX8eRu4QG&;B$=Ru`udnacdX8QcN-mTSErDlK&|A@+ z?7w44=#u=xMaR5{3&pA!PR#2e;TtJ*s04M3(wi?#rIBl1%DySOi$G>1C}45YhrPsa zlpQE=H&T!gJCRZ)K`9ZwcTP@gQw=Sgth4*94#<6qh1>u#3sN+J8bE=_wwt4y?U~?r zV=7meL1P$1PFEQHdo*oD-?$=k+fh|M#>M^yYfz}vpwtI^w=C^Op;n|2hRCm}Gj7NW z-_3EDduN!6dHODNdKvrgVuk(Mv~j52L2Vi-AlmZLxmowwg$rf|#XHu|YVJMEIPS3! zlN`QuwnHWPQV)&`hc87_JT`&u!~;d!I7_HA+12BqLLb8&vDHo}CJx{E{ap`W{&|pu zNWtbRj&*+ic*>54n`%crEGr4;wg05JCu-=T>PjlAxaLcCrAFZJ8uln4*jX^g1Y4DJ zU-v!reC|*6;`+^-rKDx{p!m=EQ3n{$MCmQFR)yRjev(qm-de>#2ES03Gb&&E>-y(Z zOL=KVvBR6){r+Cg<1P!^6Y4><2SodNK(ekvbPTogn%P$(&1b=^(bCd#8@u2@|NZ;+ zS*(bOvT*|GJO2pPL%@3J*fBjfm33yX(*zX>A*Gm@n>7hXnsh3=h|Nvl%TyU3#b4D} zqRJ#MPcBi^G`n=^LV12(oN*cfVDz9t4@)kLVK#=*vSnYP!-Z-?sM%QY7T*P8p!P$M zpkA^RoP=+L!TBdwSu-6VnIU-dLYJxVPPcwYpCZ?+3Z0~=WEGs>!~zo<7VErSo@WG8 z!4eh?HoETI07bKcD-lN%VN6ftlHPE+e8j9p`jzvtcJS%_4DWTHD3^3 zi5EqDoH=<|64(sd#nQt?&UJdlvqfdg-Y+b(eVR1*edF)$wZpnzN`{dNh-H?dofSoE zA)kRP2O?kV_;q36-9@~#50H=@Rh$aqgPmgtE3`=FaaQ7x|9)bhDBSv=RBf}{nLzl8 z;DSZT3q9th*k?5xEx%)9;6jsAmZIMVz$v=F>ke62TTlwKi3i9{u$<;Digxg>w>SbH zJ$x9!0m=4NM~?x&Xi`0Wq1}K|nwvI}DTv=Ev`v+WveW6$v?qwVvEW#dPHtqcqBrg> zq@*NdXFJHJB`5n(CP4-F5ndQN#TNL3dZTv16OA8*vnlY@qfa>TR94oUf;u_EdH;b? z`{i%ny7h$(6U&WK=P;xS*t;AZF@+~7%PxYpNdi$!sS6*KJcR23B!D(`3M^SzQ`o^>s-EE;dPeH=b;T07k~ ze`?)#djbTud7?68l&VwhdYIP?Y6}FWwS<$8<>gPPKI^IHfckVPE?H;RB$Y0hUpE1n zB)MKO%&(9QZTX;IQCTLpQc6aG=v3(R=wPl!o0YMDUA*qQ<8h+`3vFKBnNa-pt$k^# zyr?M=^L_#+AyPNZNxzmFBPK%3J3D$ep>E8%l1VCM@c~Nb;8Kdven+eJ7D~T3W1F#q zO+g}nyt&r#IyKA3ZLhaQX<}}zXIH(|ZdAgj&83u{&9ygY2TJoL$t?A1QqHVQC4BDB zONS7xD9Nj{BZO4zwR4kKiJwEQ+LjLq#JVU7=~TB7m9Q54ltU^>V%KK{oKUV@TKn|@ z;siG6oX695oL^D9*#hoV$fj|PINPDM>%oIQM~<{dR}v6CDBD3taI7RBbhWw>#Qo4{ zvu4&*zinA_bLH(#gK8W#a50-wTjQ3<6SWmPdQzw#tEGv6VjgW$J|8(imwTQY`R-K(HM;eSUSfi9D z({0+&OG9M->UudXq*D6xt8>~0PtVlFtJK+P97~JqmHITlblcWnr=nZkV`0iCx9%w0 zLS9~etGunOf7V*=u$uSB7Sn#`u0g1dyY5P-+STVg}Fop2Z?53{Wx=mTIpbLIL zJx7~JB;n1cELzkJE1ZsQ#k8=uf`z)i;iasLjF20sRzhh^X|wy>xn77%^p`Gevu~;t zYIV`U3b`nZMQG9y^_+`C?sJZtn3yE=K7x+wz{QJwC}BLb+B{{76uu{K-o9;Cq!+pT z&b`Yb$4J`vbYt^{>Z`e8$GXoQ${$1WDcKMVCNfidI?vYj zlJ0z{1;lE|R~xo@BC)VJ$_PlERUjgOVDVq>%M1;t3^-u|?U4NJnRR--?}1cQ`1i1R zV6!*Zm*0MT*5#u~`>x#-4H+arNxcKvfV*8?J3_$eFI@Pb%}Z%{wH9v0J?r}EYczgT z@6@*K?i)9h6*{*aF=9kIIz95h_CnEB)pOL+a0yKiqeqY41+QZ|wigouo^I{~Ng&rd zscL49X6u48#K9KSnMFs!ubT^pnQb4oRkG+r5FIlXUKS`s{cE z$&(keO$kk_OqVWuIbI+1EdbIIIVO32sjXN>($opMC06<5nKJ_+i=mL{>V3dY+{k!q+ujHG zs?{W0AJ!G!zTK3~6ny|=M9?^)PYi2m?qyCp2Ny-P2P1#@{Z@RdmN3UIrW-MOc*w~*@PQweXkP(YOM>QYAFW5IlCna8^4(PIf=R??eNdXyXO8fdK z83f3M(hep!;>FZLh($MgH+HPy?FX3QXZ%adcn zyMWgj(q#XmGvq4t&?k2AOL$G;tZvMPIbO*dzC(sw~#y#E$p6Gai% z2@Wx#pg=a^OqUu=$bHBw(layn@Opu?&Df5wq+%wgJE2zB8qqy!uk_2J5r&a1AXtu$ z-oc@jo|R?lpT5O+=mt$jl<1t52&hHU?R|CQvq{Wp^ z;iMG&8PRL{_!S-{H+&DgzY}Tk;mTtQd!$`9`YypCAsqm9djS;#J>O021cYfV5%FdE z^y#8Dg`)wWcgpneYuoeu3`euIT6}S^>u=Vzd-t(FG@WWYP?FYPvgClLr)+Fo+(yb# zlI#=f0~fZN+Gf9W-_)@=#H2R;Igh%q#C?N;+WG1yFO;`vs;R2l9TrwOI7))Eem|Ku zwhiAba0`2ryVAL3(#8={+W9$xs$@kt&GXdh20OsBSPc$@zut{<3d%Nrn`jz4_;5AZ zi!`YY8piRJm3Aq<3uZV!bB$U)YF&$l2?paf4;VD)^69)O#>Rbc#9|rC^zD0$BYHJ# zMRcThS@Tm1n~=lXPiusI<)Ph!JIS9CO30>W8mjZNkenI9C49ssIEMQ~aRh4bRX0Pr z(YU*Ec89lwaG7@d*7s=^R64q2$Byr{f~B)=kazArapJEw{gFwT?7eW8ILW}O0}F@k zBhGi}<?sj6vmKUexx6e9XUYkKzU zXChJ2L^su}4=+}7@)FcfJ1m?(e-CQ7y)w<{U7-mrv9M51QBhF@m9z}j(KrGPTC0BQ z>T)VJuO1LY`gJ~(r|DKK{3s*|kX`4rYx%dR7ekgxxfPE_w_F>;{N|!VisN0fyc&P8 z!UYEkypb$aKZ%3^<|whfyHs}T5hy6u9>E%NdIOclH83z*vuC%bwdzxxq>G4NqiZ@8&+)RXM6ukR}XJ+zk(pcOg6d!DoGr1_mp z4Ro?7Z%ZViee>L$NA2HBvi)m7MNb2l@uu1|A;jE8W)QL771F66C1WBF<5i|WcTj3x zG+XzWTN5rCY89df!TF>-MwZ85Vb_3$LtcU`gpCINNqeE41)q)Hi{!hNpy!ajqSb99 z&S-#6QDvnxXvo^y6@|-NR1Z_R^1Wjx5f0y!mL6chUXHSlTCu<(00@&@dYam-j_650 zqR9`kk2B&m(22%&xW3s_N>A#7Pj?BOXOwL;6*{zP0M({Vt@Q zUpfC?^_#@jr|-?RhE|jg2nx!Py}89^PHqu*fcI?M-budjX&;b=68gm&+B4`|9OY84 z!CR|_>aY8_im%Fh<$YT2-Qk};B z;ib-hpX_@?8}7pQ^5uQ3b5Vm5lp;%3(=f>QMIRrvg7q6VxB*R?*KdBSfh3$G=IqgO zh&gV_zIA^e$NsFCRfeXFfS4082x_i((iUyzo(V;pulFdyW(seaQq9nlz=i;u*VdNfb zWp&d0`K37suLCK5&LgFJz@gC;)tKzrO4zf2C+us(+SlmRS?%d_f$2MjD}@69T~2xX zD;CIw0*hDE4v?OkdtlmtDHOK9(1|!Y=^M!ck@@kH7Q;u5)ZsAj4GT-_^fv261m&?- zDLZnv??*46kdg5h5xHn$C-7T87oi%t`?I?J#mPI`aWyhi1s+#6xqk8KFTGK*waoTYVx z>a*{)Yn^=c+c-Nn84dCQ>QG}zpp-6a+Sg3~z#{D`f}7B?;DpO5%ein*v_TCsTJz}W zZmoX1C%-2G73SHrOdaoKpf)QZ;F1&kpeFP{Ddm#ll)+0m!{uJE-oM;^{e;o{m* z-x8%mrQrU92e+oO{-vraaM5JZNs6d-#j5&| zk22D;9;Q{G6E1XwacocV4mgw*36NM@l$4hGfjp2N2zsTZ8UCCZkm6)G5pzO0SwZt8 z_y_9dblg4FSBqj7XVATiW}LTV#RC5dN}LGa9ND&M>V$U_ZUZ?G`b?vkfgAcUM2`KH zl)`eB%l7KkmVur*?;|6};wOtjR35$A41NsN;XZ<@>AH2r&|t#ojUC(K?~hFUz#30Svx^&^RKVxgk2}|XTXE*}>D3?`nM2d+X@eqT za>1osLyxFlt}f;A5_Uby9dEmlHYa1Pjsc_AbU8Flh(Da>aX8ImLU51kK2Ey4 zpYBVOQ&M&V`T+2n7C(s3jK?en>`@(aSvq2WXsC7Q`cDnvAQSZd+ACJbqg zOfE{hpUmjTQiowXDQmczNnyFd0$SXv{_-~|0?}T8&v0E$LTy%7Ryrqvu$sWZEP>eE z-yvqR=oy!8J_A_C zXJrfDgVWWR0;nnXV)N$bq96)*tl3QH_?Q-QiZxFy>lu&ZoM-tA4A{PNU=d>e$4MN(K>5S;KZ;6 zRXJL$0FZj#r>K+yRH(JCKYgkZpn}KDkUp;JZv?GnOi{sR*#Xf=B--B5|9<}I-cteL zRu7ya?%lKM*s-HM3FJ=vWe#Z2=x+R=_{fNM1z77Y^m=&c@jrK@idy|{MvT&dFJC+` z(NN==Hf`SA%+Aj4jP9sQbILTUocI>Z_--X*+tZ__bUsY+{psu1O&B6ln+J+jEhY)v zW-zw}FE=9mB@oTG$r%$G5uqd<()-5|h8y1`OOuTWOLgI8Joebnos<-Sgu{`fJ4jD2 zfN#ArHe&DISnfC1*Il{M$@2Hq?<2jN&KOXB#;*CyuDw5&A(<>08Ga#;JmlW)0XdV#k(>6HZpItb?rvt!~ee)0aIiGuY=RdoQ+yN+}G}!#JVChojcpG+oHx&~YKn)QT z>gnl8F;@12O37b}5?9HGHA$A?6Z=F5eGZbMbK^=< zQd_qD`X4%^b!5zmW!o8eYy)wyKkg+Evtwzw6Qg-tjiRFimAKwBha+oCBe6u1)8?B>L1GCZ(Bsjq# zXt!hrxn}aJKi}RJw+4(85E-S~oyvz{{bpW&^eED>6{(>G8&F`ki+*n3%YK-%b1ng5 zzFxna$%vrL7qjf%uWqbOwfPK+qVo8!&I5$EY;X^3*<}9wgVTGiUurRS$U4A#DYHfn z?APyxZ-a)hadC|mQtwoN#m~r}qNUOl*^ckP(uVik7!gzi7V45#1cR&=2mk=5&6pjZZo#RT+D8=)TdJS#fv9^ntN|Gu+f;z(^s)N z)Ak5X_JB)fIOWP(ghwgz8}LpEO|(IeIQ2_&rjiGO<_ze?Rqu|mK%WMt6W(k#n`Zvk z;^&YGH!{)~jztiGEDG|#I_R)|h3kn5lqjK;t)Z+KIQE1=_t9+Tx=lq>vRXH4J8*s* zvV+x(8Ml5VnrLc58I0~5wwoIhN<4OOb{@<4p^P@)Mu|HfYH0%WqgP+c)g!c1Lg{6^ z!C^xu#vSDk96fO&2*;5?klt``*fzki*H?5_LtAOB`NANC^R$Q7clSZO0aLw9$vN^u zDd1C7KhkwXzOb3=sdaSL^c=(nc+R3OD9-*ne01^M zyLIzNd>X?wV<~RO18bjBWKBS+T$1Rhq(+i@0}sd`Q2Qu2FF2qU)(%644eQl8Yj92K zREP|7`d~^_0O1hmRj0r?3l1@mQoyJ2nEo0zU;_-UL+~ zPTFcq54D@o_tHOoW^+m%TwN#11VmZdMhohOl5((rRx0-7?f!rV(`c)rVnU*NRJ&@$ z3N3<*Hix`g?d^49xT#E0?ah)?#Z#kD?B1{6w)pKS?j^hD;A{fVv}q25GREt^Z{Myy zbSvX!2jw;Lctfe@RQTmDK75!8u{@d{VS=XEZy^ zZlAwjMKP)EkQk|AHDZfLz11%kWpwWr8YK53yTZd^$&x9Abp&V$KQtaT{xy|=dRtB& zI7lCFPXcUCZ5+yxqxl#z z{oZBwSzSA8XiNb8k4|eE|KT@*?CAOPdtX&nwmoDy9>dW|Uq(DH6s=;YJ}eUC0miF?2yyQ8BgL7(L%pW!61YPKgzgqyfG zMef_To9ylJz1ohMhgYCTzjmfjFL%mDk3E65b1_C`efsw8#yOW?E$5gMcsMR@40yB! zvM3qx4UUiRGXaYNPp|LQYQ)jjq`}s0ns1h8D9s^ET&O%ph&ih{b0&8gxqf_VYHBt* z#$XhZiOI>@Nckoovg8(_6SlInOuw}>Z}8OLmAsb;c;I9c6&{tMR+ysNyfFic+RZon z6Tr^>JqmZ^8XTaai`|r!t?hU|&jeK1Z-8?s88n$cc}0&kdO$?G&1R+$Et9x3q4r0x79j&d|Ar&f8JPZSm9C`UqL^(U#AqfXBZN0W0 zVm1Tgs+k{lg@*b8Fp7Y7(fwns@R*v_?`^^pAJ;A1)IY_K{EFUK?9+?S@QkhRACar} zaVADzxCR9hza3c!1P&uVw(T`0N*ajXBL^)|^c|J^mRM!`;GqApJ0qREx!x!)%G7E9jVK55GyRfT5cH>?|zp?$xsC*GX*-Bqw-h$K!V?V;?1t z^#0PwDqfWm+Id4j-Hxs8ELUGVSc!s?h zsFB?2w%6g7=mbTp-q zh?c!o(d%l7+8h|IM5aac1!I>gw(A zR^dw&ZCuFG=ib|8xc6E)tm6VS*fPe&Q*e`JNI1^w zQ*(yf0@P6&EupLGwtPCd5&%^LJ{Uf$lOaI3{!#orp-;5$HGCKMQU)+7_HE0J;#TMqvWQMZ$fB|EX z1jD4;>U)xe;nL)(@erRQN@AqWVBkvC6J4$hy|n+WKavH8mAbhtNm~CB@WIy59L8!KbVQ6}_=PQ7BOlz!znzyS>@yE8>)O{}HEzTx-5OAU*{5e;RK~??H2GlJ zfrNycMlk1uH}_E!ygRtKadY7E^*9hrWj$PXMMu}PgdeVJb#Qf@a z?ZwCIGnI;FJ}@)SwHYZ$BWQ&tv^!DIfN6W)WfK(JFt$k1WI9c0&by% z1sb71KQm_S)FsKlLmZ^!P3gz=Wm(z343df~Hp4G3fTiJK9CknWc7=tI=a|BMm8{Tl zMc+)Ox$RwCl)%?d*o-1CZx#^~|s41-eEFfjwM*%7_k&h1g(FCt4rFtIuA zOsC@!odxSPOs;H15L(pWWPDYmxu@P8{rsAc?C2j|gA*y+0 zgvVgYG#{(VIRhewEZx5EMT=HrKy4CkE(eGb!8Jj;@a$Zpe;I&bD1oR2&3os0bWBX% z{&RaLwK_44;Q$?g!CrvO`3$WJ*~<$EYpvG1U&Z3yOzP`IX49D3ICwRhiqCB3 z%!p=DmOdwVL5CP-sW&jP{2(Jg{wiN47y$<~!MrmQ2>LU$sicC5b0OlSI3{n^m>A*}sf2J{~CK2SFCGQ{lshn~{kSRt1*6@Sz7&Na^Vc1oyfZn&X*S z{Z>@RP6qJ@!?7!%Uky8Bd?a%srJF-cPkTQr1o^Pv%|JaaIy&3? zthis7!ae{X6d>@=|609kxS;@6Jb+!cJI8&a+fd9}k)rw#azjLU)-^EwN$zxLl|fwM39~BT_V4}9JuP)D6r=`4SK&4$w|BA1>g&|qgM;Te8KteQ z5!-cP-z-w9kx*Bsk9$0VZbooza-qA638}HBIWdfE_!goS8C-0ORxL^SJGu z4cp3;J-{;j;?}Lr2}uHammM3Uh6ql^_;~*!t5Ov` zn5d{`G>>JK+e*Qm)DWOCG%1D49&@FWxBnQ1yma!gtkI#N>=N}J=uJ2*!ZaLWOH5iq z%bIUC3pZWKtkc+3AMAI(ccB%bfSPuEPfF#V(Z6wg)?#I2;iZ)>2dr1f1I_BRp@?b; zI4a3!cUV|skiee$pL#6((yHci&=|TZ zBzl{{WN(0Je7*u^(E;^)0H-h4a@UdYQ`lzP?sntD=*1QjZ<$Nn#3wc+S8*W``eu z)t!AqTcC^$!epLgW~aXh53%2WdFfD2W6xQbPAGcwr`E9W`{UA50fUUUIFnuI$MCMY z{$aM2l_C~n)G0|fmQ0)0hSKi&$B*+TrEaR*xY^7P&qdRjGykDsqkdcPDo2&&hoC^% zzx83@We15&{JptsI`*b9ntP2Shc|xZVMq?3wz;cWV^z9FN^S_o17E)o|Ik_lKs!@- z??lqeN}R@&T|&67Xm8bP{M?KNZ?mmO9xbYl=JogP+xI#e1i{9`S06uhY8!%&bMHp3 zul2>3OyszbV>cMD|5W?gkzvW=cb2{T^g+eYS`rq9Hs6<$bRzpk0NBwwqv>I+^hRxe zA-f$NUp6snet>hbfVajXarh!N2{fc%RejtKTN6Z z-gVl+ph=Jp4BO->4z;m+fN}tmYaGKPfi2Y(DK99obf@-wW|5T*o$r+&%-1xVJ2%Fu zhjp8t!J`%ZOvDYlQKLrojN!>T1o2ks{!NiDw2Ulpk!#K{aEnIEM9iEC1L(DW&MJ5QSUN%0 z>FBTkZCBV6Sd~|XrxqEpf_*s*pD5EvVLFfJm)y4K*YZSdVb!f^bAO*4`1HtnILhPC zPBna2uduh`K_}h2F3!#}a*SYVGpH?KQtrLfPHTM+y~)s9H`ZGwX#4TGqHm%NY8vwL zQ8&a_oleBZAEJqo__lLU)Jua4Z;rQH21T}Y>();%GFu>dIdJ@fRk7B;&UO)B8l7GL zcT}D-)d6S7L0>b#9xQWmP24s8;`5u5hIjf~%~7O0WGKso_8i^nCWsdF2p!eb9@>4d z>B?npObyCN?SZFTO4A=b>WKT_g3v_9TCr2`)5wn3-Zr38Z&ND;uoZdGj|+WjKQ$0I z0f(2A&!k_(hgqmC9xVf2>d5s$osikG6~Z(LpOHL*1fcdtVL&EYBzoT4xB>i zpcx%%hj@@;R}np#*uV~6^I?v_wsCfA&LYlagp8^5A|C4*nBc`a z9ldBW^zJEIn0`Hs8FeNnNuTI60oS`M`ZG$1i)%mLEljdlo1WnPl!Ge`F7|PW1;AM9 zs&hB~_@F^yfJ*vC*+(qW`02t#$8lvTX_%f9UP?BwT6r)l_N1);Y*zlB5rWub$8PP{ z<&(gEwb>Sdb@8O7yp5%MxJIq*WLbML=|hgNSBR(-%JEulw`1G{%C z0-I12W8&0Q76Bj?&^knBQ9Xi~a*yhc;ldW?+9~KtcS4?;i z!vEVJ4wDjJ}N;3fR zZs0b*kw5riiL2?A#TTKPg9_sgGe$9Ypa>0B|p% z2O@FxfY&MMc=k=u?%ayr^s3Mg9UIf{XF-Tk^N6^IMCic%H{LQVW|HJ>h*r{;!U<1B zEXfdRNF59Qz&By-q|5`Z7U=Gmc-0D;b`+$tVXR zlAEY#6G5*kw=?yv#(i~bcG@y$69n5c@M`82>=iY0?DmTul7c+9Z{27 zCj-of1WDG~b{?BuWhfNmW-hVAbIlCRd+}tLdluxCJp$5TQs2gM_EPtK`DHn8UI-Qi z&Pq;?|F)|h#Ph&*ATYRa=b1{?uF>|Q{CTnBE@z{tlf66oT&mC*v4nM^7N4coO~BW31gAhr+@!5`EDmx zt)J`Yfq5pl!WNXIfJ4tQ)**!+LN0~{Yz8OUJEm!5p^hTp4g9=pn=btSo4>VCl1gMY@Uhv|%Rg-To zCLfCCh*3Ims}f03-!NV8Dnx>`@Te%Zx@?1Km+>fWwpV@K2xuvG^#o9W+B0%fTN%9! zC#O8+wyVrpXVC5Sn>T}}>urT-6TvAR3h7{wuI_c*IO@~%UAfc$B7c=VOmyF|=g)sj z4tYlZaXmY`DO}m)xD#B~RNa(cqNGDCBRr*sy*R6o$mBz$AJl!pT_>x!>@E)r3tN41 zWrK~*MH&Xn6--tKM~(09P#%}`%;JD?2J@uAzj^z!!RAh8{_~^HgD1wt5kqTc%CF{% z3p|06h{sBQ?Gmz|C?vvKkY_YSLuH`lRz6VxAD~R1Q-~apuw;@3Y~u$hh?NVc^YqcN zhT0cVPXK<~Z+U7_(|_%Fn$RxDhjK%X9%M123Pu$Ii$fpo-@jiJ-v?Ii5GezZTIMD2 zn&1YvKELR$B9+@1Dvn&QX)|YLF|8~MUN1~tT6(@2#kT?U4ag#b&?a(?5c4>!v?cbh zTx*>lc_UQ#1{vhSp`Nmf!7pE38@UR@}tEHN5 zBZOHZrNd<4`I|S*m=-`rE_Vh?ItApBFsuBv&r}MuT)S78-u*lju`;~qjFYxQo|)IL z0n_27nxVF1RYoxSM)1dw2-9gZ^(i#FequOKoG_}BG1&*v8$E8EkQ37PE%T{uYb4kT zq@%0_0w&AZb4BUXvWqv!(yTYJoHRXQq!DsfCJw|r28iq6{$7jEO;Ce}31GU7?0grc zK5|YIO%)mPGR_*$8)n&5zIFAHiia=^?p?<|{OlUC(Mi4%0vW*&Xzp|GO+`R=p~=ar zQ*{66?X*XY>MF80k_O2=5GeHfIzlzI6>|bkj=Epxr-r8=bgTl~(7A6*m(RbK5fp3d z8*pfkYLE_oFGY-S-1`HDyKzg5tUw zdnsV_f{sB%M37~-s9>K}SGVM8b(r24q6D2v8`uvTMj5~n*VmK=hojG-BB`HQatQ4b z-E>32cYuG6&^yY|4n!VvAg%euMIj9Ky!by|=ZZ6R9t?T$h#*lKlIhL(+{`?1;q0RQ z-rk!W^3t{cVL^o<4OXh_-&~-guHKwKd||>7eKqJPAgaiAZ|V0iU<;(jqeu*tb`+kT zmd+p1S--yxPUiM!AXz5P3(5|fdGE2YvlHzY>~qa8MV1t|x}@TWtU1wA*Vm7m-D zN81r6?yaLz(O^nT!Ufaj0F#`re!XU0@$B#W)~XXVkb7CGn!=+D9l{2=b5YUh5|`Z3 zi@c-F4%IG<8VBHnn(s4iEH^N9p*(=E6(aPbf)QY+Xl+@?NHv&UP>@AQI~bsXdFC7V z&XBbNR5%~-A5D2(V-_#&g9%8kS3YeNWF7#^PJX}65aL7y=ky4k?j)ykb6bAX|Pk2kV>Zy9Sm z5;k6#6-Lf>5!GN55mJdeCPl(_WAzit?)W)kJJ_5-2LkEYm4A=^4&Ud=DCAAV+|Ni= zbVP)PJ%-(J3-B)4UBA=_HB(Di2Aoz8rkGQ0$_y1JpP|Z!%|{|s5l70?H_rnj{fjTh zz?Wya!LPB~kZu6so{SYzm-zy}?y?V^>xU~Pw3UEhpFeH-M-a0{JK+DB3VB|@`#-(8jdQXWl^m#&TGly%=5oZX% zc=kW4s)NoBcDmB9Ab}J_(%o)&8n-bB z1E)^<(CIpiGhw@<#?6y4{~<%fz)YBO*$h*J z0u-YK<>-vd_biRvA75w%Ugc;vp1EH~&)AR-Yo96j^7Vj}Of^-~(S48}ZeV4==B5$y zumAtN3Nsib{!=x)7-w+U@)Z@Iz{8t#Qu2`g(gJ)M(BIs3!7&xQvYl{y106X`ZwnA4YOkg2^Y=|AoQKY+iA zJ(b|{1|edp`N(e-WC-3;Aa4`A6a+ev z_2R%s4qV#pYu@q+b=(S&;1ZIE>mA`Cfr9AA^2;))@@&%->+aM>apOS|I*!X{YAY61 zbGNir+P^^E5FRq}yKlor9R4}w82~;F{unN$f>ic1@s$t;?aRu)0YE=*^X4!HVny4M zFy!kF|NNm?Z}{8vJ+u1Xvr+9w|2%?xM07CJa1x+k-^IDB?AnIh>OG)fVE6JqkP1*z zNfD9z3R{vM5Ex2RrsS>l&L6oMXYjc2;WH^EDM{{>njDnGDSdLt0Wh3dZ|8iQMFzT=WO@t)vI&Y*0SrFP;ZJ;2alO)6@huR)s%dhUDISRlm~mA zh=XHA5HJc37h!!aUG@39uV&5K^dl=@gN6`ia}~#-a|)n~Q~pe$TjVp`qDPM&8LU%q zsOm=pkyN10nCF&YbwB<^S)PD3qLOD|h>paUW>s_y;>C%VCPftlt0;D#iAXPu<-kf6#OneO*F#<3I02?^QiN!Z;?k4{f0$S7dx_jf>0?Y z3@uv{np?H-iaUCAP$#l>a{jYh$Nk??tE@gdIOpp*-2=wn{-}Pao3((9arE6ZzPlNs zlH8jlh7lB@Zqs#oKYm5i3fJ%W*EeJ{z>9odI0gVihui8@Fid z+w#G|y;YlcHdyW(rhs&t(SRJf7R+Aa+8S3XouQXZa!Q}4 z`!xhs-)Wq* zP;0;09fJe`GV}CGtk%pmJ8T0K^dr`)m@$lz+2Y=cg(2-7c*2 z#uuS%>7c7wlmS5TN_bJ+xgfK@mc943yLgp}hJo+ve)ziUvz{bZW@bk_N2_=GX0#4M z2mzM(5#vXog#lONf4-&Ck|iH&4*4-c?B5~zG63TcR4yn+n9<$B;`Q85RQ2W)CWyzb z^Tsuj-inJ|%15Qt5V*bjSI~y=kEvyjLtOb!uDnSnmw`SS^E8ls0JjwOp?7 z@f^tquQ82svx7kZyNDH9%pCwv>1~x$BN@bncWFfMZ#Jylg#d zh%!2Z^h_vOXtz;7Ck#%RjoA+BDk74`|2*g^YwZ~yvTf47mDQqWrnB>h9e0G_lVNW9 z{>l3d+DKaC#}Y%*WXhM3EfR}v zQY{!7q6??XdII18C5n4BthxiiMQmz;WJ^|7RaS}-DB~@uRk;NPGA)M_=-pR;i;9br z-LD`5=3tn>AB+7qISM&PqO47DE_t*R6Muj390y0o=qJ5*X$(WBASO7RylYspQND_c zKBL#S08wm@O+o94!@bP?LapFjkzlv3VJoK#fRCqJev^KmMPqS>=?PySQ{~6T#-`sg zWtB^GTX>^4uuDhtCu3;>(ePPS%)H_zZJc4mur8gG0;-i8^g59mI1W@?UV1OE8B}*i zefN${lsgBZ-ePDyGR)3u9juR-j4&#Rustu&YO#640B|_5d8II5D^(Z9tsJj$Y={K@ z-Uf*Drb5dZUA#4$#LZKo=5Ep{hAk$*h-vE*2nwt9Mt@$39)Vq zyr;D7G#r~iL+q!$kd#uq4G+oivG(V%)`T zUXFAFZNTPX^Qk}75tN+nqkQ!m#Sc7tRKY#f*H7lmoT&sBB=jy-G8TkNj1%mjMo004 zzsKyQJC-PaoU~=4{{0k<_qA6J$E2^dh|Opi6DxY&`^yfOH19vf9-k`WS~?ccyg@&N z14*|d4^&bAaZSWnh(st14_B`cf6fC<2@pXbyQ)}sJ_4UnU!_oi~ZTjif7 zB0L1CPkm-v`EcrUtbSwCNL|tl-5-c)moEAL>2{V~``Lt@9b=-aF=KjiQUfzWoK#x< z|18Z1xdpQebkdSrKIh-%eitYGz4qQ@jWhnFZTMv%lGMr~b9L_wsIdS5C9kxB*u(&l z<*eGgsM%z+yP#HfS;yH#-j)X|$P8#Sg;FEx4fK8Fn+3$Ke;L!Ey;P#U7@IvUNl^hs zV?zc9ioO`b=b$myZL3}@OZ2c0a+tfW)J${Qlmi>HJlyDEB{iHLQovygS%5Es+ZS`puh-=r9`;KFdaNEwY(mJ85Lih*q@R4vr*# z#M{qhr_YF7W;~<<4}bWuV_w*ap<((1*R@P3L6+A7T}RHv*B^-pwV3qVg-?ZhV**eN z;83uO(3$^0?YBMs%&Aj1Xu(lb^e3+qSGEl*Zi<`vNg-(l3~{ zW5~qXd*z&%=IDK9c+QzMt2x8iMAYoC?!1~5uYpM=*S_r!AKsVpuPvifdHQ`~pN?fc zpf9Oapje?w{rnmbC8CPD7VZjVmr9SBy0TDPMt=2w(6R+mSW3uQMtdcjK{~lnF#q>n zuf3iHLNS8=Uwq7}f1%sw3F@?V4YDYMtX^@^e6Z}w}I z53u{LL!N!u#5i1b8_T8SC5ZN#evUDawm+#HYe_Gd+~g%GFDzb;IHi`_&GBh(Hhg|U zZ&{>i58Jri_$vEgzSfp$0BC5r1!Z z*XCe&v~TB5FXQ`T3~_^2hjVQl?9ZT=q(F+{NWH~Yr@pkH{ePL4Fy;2ZZ0AbAf~20U z7cXAyg=@peKcCF;;u$=@4&;g^@Ya81`rAF%kh;MvrB-&e`M9&~^i>-2(ufFNbNy#; za<}uczBV0)2blwK8H>o517;5nDBgo2u4o%P2vgNnm=FX92MZ}mSpi$$altCm5(LQS z;Wg8KGwUjuj_A(elb=MJB>EUy@Q&*0*B?KQKJGnc$ed2)Lu!^`V(mv8i`wBCMS+;l z@isoo4oWXA25C4Wo8f#pk_i4o4<6jfA$-Biu7^j1{$ZtQ1KXaG>~bU~{Z|Yv#tOJQ zjIBk&t>e{1LELio8%+DK|CnMTWV5h+!4JU7CGH41=wx7G{&bDwg^hrpzxnNy1(4Vg&Xqf=WtF$&D?Z)GabnNE^Ntut-b`Mf}LmRF|iv-OlXCAOa1l)8ex8 zzb6vGkckE(VHGe{{Axu8yy|tKpW)_jBLS#dA-XKm`bgi{d*Hw<4xscXjSdab)s>?B z-T|ix(@#D%t63!t5Dr>6K$In?d4FxfCrM56FA~TQ)2Q)NgRaD7{-H3i#LW?Wtj;Z? z@WSv`DJdzFYwr`pfwNA3b3(yTh}K1;TtE(k-oGAfxR4>B(VS!q9 z-SDjqVZ*y%O!BvV_oAjT_s6RSncqrre(p;nDr@?-opJS9nVEz0c2caqV3DWHgy2S% z=jrVixJ-=pCf`35_v7A^EAb~!zG&0={OI`4pOcEkON5%VU2??4xD#j3vWcJ(!WFe( z56m^d9%R!HxU@(zsQp_qp@ePE=Dc>y3rS@;@7nrcdXNQhE8IJ|E=XI@&05Z$y$$*j zf=?DKY_E2G7YR6FjtJg%+=N)Iep9h%Xy$IM^po!{;Q+=ja>}CO6KfjuDC|`3I7y@Z zJ9M2$q;x{PkfDkZ1@Hx_G^ieXjhmIzrPnr=FN&=gi~*2ps?|&69P@fUWu^=X*dR!5IgH11ACjY4@0oD> z&P9kJM2#8DD1r958_UKYByVRnGj!bMJ{QdoDhV86 zfXK(khgI&a_(1RiTy@5Z@93NO2I@4s9DJVW`F$M`muUX{(79|iqkV05?09dItBdz#B3DYVH4t`*v+Ke~ zl`03Qh`B6>CGEB{Kn=$0jYrl#Ye<==J#u6h43*WSVo!mZN6a-t_0PihmYXEmR-(fAXc6GjnlD z5K(Y$(J@az@htr11cNU7STL%-<`2R9m^0d*>jbd{mFH6=3(Yhnl2ndT) zZ1oaFDBt!ar>MFV!Uwj>UHcOy*t35Fl^;>v8>dNV<4qgSzl5$*`eis#*@Z;uM&d{` z4E6kd?4?;z6|U93XxDi+2$#2+Zfe5VXDg}`_pd=^$9bA_^C<&*Tmk&G)9lsa^2+-* z8{qV)<9K6s&CZl8pcUIV$w-8_Ro2o(0YbyH=rohGB@u$Y>BuP2YNs{+R9O0Njz1a@x7dElv zM--#HCm{m$ZrAY(h@jbi<7dMsb=OHC%Bfx)`{S1Ze=yxi!v z|LIrWACX6k1$IJE(uOqETJGWDn)GekhbOt=VG6DM{ApEagYWo&RVZ;Lyc*0!92TvU zc({>9j|Gmu3W{Sp*TxhHAynM!Hr|Ea4aciC6+Q zh^m#*Euo*7gQT1`5*HPUE?H_CHs$`M3E@vd$9I>pE|~ZoRI`xxT|@w>)d&rrfRPrD zr(QU}H+(1yq8lGv|D~CTm5ArYUY`^oT^Fq$sWHU4B?1TAK3}mn$eWnO&D~Dfkenhu zuq^Y)k{xQ`Kmu0PVp1y1)_rJ?c6zyoS2SUuqyZi6CjJ3NPBCHs-aV!S#wM~Tekon( zbv+*TUQ7sFKVuOc|Oez#5%k zoz;KbIZWDM{8-A}m4=^Xk*6&G`!44Ge)Nml39NPydoEf-g|xF(Ts%bPj%q(P`-I!IWj{qUeMHUdU#I0!NTMfpmq;f2X$9bgmo6;Ig9!pP?H+XDsVfEC?@ z0FI*KQRy1~FtE5iT)pw(HybGH^R*bB|EYmkytX*4t})lM?6>!?Z++0K4yF_z`!=P~ zx+uC_Z>1~8no;qg4oLGr+_?7ySJ4LiImSc ztuID`U|5So-H)p;&{IAXeFYu8G$f#adD-dAJ$5$q2pBOF9T2SxLo^Q$C-gBIb#Glf z*gdtjh-k6IXeVk>T43%H|BE?d)X~XCrFTQtj5G49=_1u3&x_hcQTQwB0ong3{2m5{ zBGI7v9^~`Ki*^S>M4Z5j=RF3vdw~|6Q`hkgowMVPkuK&kKxFX=m`f(+u9mMw* z1VkqNnFW=Fjr@<8P{RM+A1wRh7+~@0R*2VV0Jvd-;|s2Ux1H6h&pLhjJb(Dh`uJgt zAcf@4S61kmK5@bb*9fpMX^8x%J32ZFGp-xbb{>G=7>>ThQQPmcmh^Avw*G()TAV@b zODgIa|R(8SEE95;J8+##c%>py4yV>}K|mzK1XV(*WL z6@kz-tm!`z=_K z6RM~_u?kb3D3vR4g#cIH-=|KPAdQ*KB!|3=O-N`BZ{A@qBlY5FCywm7-RwX=38}WX z+x%T8Mw{TV-hP(Wi}LRtwL30dKw+V%sK$2}NS){YS(<)MyTO_dopV!D(VB?yDEFQ( z2EC`n3^+5D6>I>C7=S>2Gy}&zbw6D|J(7~tnv(>jx1*z$`a{Yq+FMhmeS0lJM!Fn8 zZUNhHz>Lz7=qy?zZOs_A zTZ+qyBM>Ekrl`RbT9sTzX||bpTi^LvP(=M@>4B1xQdv39OFAufE!8a4xqNHxdGc7r zsw%*C1xP3`a6}pcQ81BugJD?l`|5CIg1*a^@SE{(u3oxw?>yBiWrdl4I zwDU@cHw}bmK6lQS%y^9@N#gv0GT6RR?R%`Yo zO_l67j#Fsa88b8P+IrEW{nmKt(_=|n22SrBL513l;0E@%plyp)XODl8WhnOhtoQ-& zUNNV%)xU#&%lk`H`-VA_9v>*I; z=J8l47rt86eZug=_>^*b#L0lU5&E13&d#@zvJumtgTNuSoy*VKt8--0yE!HIRxps{ z;1k9Is6BDt-w&Vueo@vk39m*X)CHD=#O5zR(DV4QmP;XeL{pDM4nbg}3bnvTy| z*irg8Wn6@$W{`E0ToFVw-Dr8>Y#5_bxpIrtBGC2P9ySRl`t*-yLX7#s#Pp!DVxkfa z_{uUF_=TpDjETCxmdWZiK>Y3lACFv%@SX!Ud0V%z{*5O|CI0Po8>6&%$LQb7D5V(O z#Y#c;QOd|kOpFGn9#LSy z?(pyZb%%R65on!CyHWw)xuD8>6mM6fbNDIU=|hvZi9|PW%G?VrHG%2JwZxN+@jG7& zo9yAEp;e?0m(?ru#K+EzEw2EURYXGb@1;u%fN*6ivJCq^C@yy7>!nUMU&|z}vS2Y| zJL+$_u(#u|=}Dd_EX0VFX;u?>MG@gr?`UxxV3jCJCO=vWU5-Te7C5V@q`OfqBl?q> z&#)_k7m$B(E*57?^e+Sd6<{37u3?DVYmddSS%jIycXSltPG)EDwPxPWIB~XJ_Pigm zcWR3_)iia!(~I*T{nxxd@u)-L%5s-+V|c_Aw#4;IRrz=BFpF$oUcIJ#14F_=sNRRF z`I6eCB1RuBo+rWy@=C-MSjJJ;tchrmbf4*xhco9thbWg_#00=5$b=YH65NO(*zKbe z&YT&;A_S@{#N)ED6Jm}vI4^j8#%-;?|6Ek*@N$5KEG`i?^0eKJcMCzv7ckz%ke}Q- zvZiR4c}3c1-@SV`ZN`j1qzMkRxH{*+`E^0A3K_Mh6B9fWmH5J^25$_&mCV=+ziesP z-+c9mMzYI*04}4|;QN#i1rw{Hqq6{ZB8${g8s_Ei*`TB_h=@vtO8hN=7{&^7I{ku{ z#z9-xs4#6xP20teJE^)!g0h$0VBL2e8PJs{-`3=0WthcdB6|I$N)%Pwj()e73V)1^F+@Fb#Q!k@?nXcs&@W2?$>x8+32u2z{jZh9m< zyIJ2yb+faZp@os`{N{~TMe*OL}TV~zO zb->9cl<%q^drT2}BK5hr(TK_d~n2f;ERs+Y_U1;9FYwTSA-VBJefWVk>-(q%I z3knlgSFxa#NmaDnqO1o99Bk#lAAz$E%WW#nDJVEMq)BW>d|b@;*NLmd(tb2AswC0m zhM703#V`c<(&1=PXT!^br0#6itXaL65qkD>U;a@)zmwIXxX0_6D2NR0VyC^kb_r~? z|1}_>IlQpb=m~MHo)$ra4q{v1*wnk5cMo6t!1TzrAHu&MJ$kd>A!ade#F}mb0&dCx zH20*Zb4hqrTyeyRv$Uj80vwJklR64Sl8OC$c0^++Fbls!DI z!xo4$6cG%dg2Uwb^w{N7?NwDxX3y?KdA1}uq=-2l83hEP8Qd+n)BsIA3COFqe&|AE zkp+scxaj{~UfIecWQ2jipf+FSej(%obX0;*NW>Oq&egRk4=;S>E{cwW>8^_5_ofwA zjYRrSOJwirx|NuwyJi0OWyq8pq9)h5kNBsx$&HHb4pm(l%mrwsDA(T zsAz8S@4>Po0DN#5&+s|{X|{)*Io+~~?=O^E!piRL*T>D8rhsNeKvc>|c%QJawuL|H z-#+XoTn#A*Dq=J|0UC*A<6>Tb1~AiL#w-1d9!sPq5HB}K?Lr*Qs~k<$9vwj~EExR# zjL`+K{&7{fY7K*Ss$s%J9#JjiuAD1UUi~nR?-eNki|GXU^;(2MhIqNL0+8 zNkX4N{H0_OS0s84`TCr!q`a-nL}Z}eSZRXB2UBQeSo6#^<~&-a!3Q$#{xXBUju zLeJaxi32j61m19ys(mmMgyAXS`}UO{b7`!;YOYvb@SiRmxK}k-jN^~?M^48znApiL zFm^tW9QxVRlT5HYNYi(5cS%+oi8J9}PY8g5dbT>6{?FuBFH ztriCjR``duV}c7F!a1)ABjTaq;ep`ThDLhhrdk@Mw)Sv9@#j%d2TIQSa9_C)xPZDW zon-7K3vp^+AK6KTL6iL%7yiMw8_nuAsp20I#3SarU}(TSEc^4w)<@KKEKjTmtNAWTSS%Pw8=7>6Mdb6 zuuZ^&W>WBQ9d_;Ad-He9hx7L|X8l@6wC9h$8h_;0g{3=o;b^W-Msb)G??(PgN&&JvudxrPmcts1%tR-B|avtCT;; zGWmo=K4_QS_b0h3Q!L8B3Yx+z`WxnV(s!4hB;mm`?ymTg(GbZwL;wU5&-_Z%`wMB4 zCRn_Dd7|kXGOt$}dFShS#->k32JQiRUfK3P08vPiW5@KP?H)ZaTyph?bO*l7XNgGv zbf+T>J!7+fXXPv4H7qQGc-zV834IuG+0O25od>Adu&It0~HHaR}bO>50`(aMa)Z zJZ+Bt*jV#+I{E!m(=oArs^7nSL6FyO7ncSljw~aW2|4UWG2*l?##iAz#^>&2rKwD8QAcG^P!Pbv*5!xa`p;Yoq-qE9 z$!6=mSNmZ%NJ+?RO8C>cc6!&IumDs!OqSf>vx@MgSFhvx?L2F0YQ&6-tZ930(vlxg z&XQ}}bdYJX@!falHa$am30R|jub7S56k9TTMJQZg=k%?VCyaP)U9#fuBu|jCAM@`i z6K?q8W(*dK9sA14$;S>(xE&1EWlzCmKsKYKEAMM400YZ(YOn4QM;ws|yJ@GGGebo@ z#0p1Cp_NYrA;9@gWX6GmKK(?M$Fr0zk;C7xsMnDgv?P4~i8E*ZKE6E=uHm!p4Rx2G zd#iUezt=FGWWeA!?j*kC%ohL=sqY9c7HQky7V3(ruEZd5ke=Sc(d{=JtN&9q3cR8+ zw1`6&K);BhBbEU=T65|$Jefbl=$9^B@*o6$C1IPV;=2(G;BZ;)6!+u)Z6IMeppEPPU7QsYgDhLn(5s8VBB7E^6{CjvA$-maenx=lj zy{`Y(HaUmmG^4j3u%6O*;(y1D$4ibMM{>TRQJ1E%(DZ)&;?g0X-hDX8(h-K`uV)7g zyjH77t1C`g7?^BhV&Kw)dWOOW_tIvRoHjq5`lREuq2i05HhdQ+fC=GMr`C>H(ky)8 z$Aevd;|(}ZEz9_o2y2QgC-ZD+p0h%L^?EnW7% zps17WKLpz7Rg;~T{5iY$Ekueh&mYuOroO3^UvN#N0&dssc=1}KFrb|!XFp#tSW@3= z+C!T?{*Wf;-ic=_xCw{)7Vx!zu!uEa1oynZ+0b6`>fY+5lVd5a+S6wWtqSwVfUj&bh@)HlvN zKXfe;J4RYiD?UnVtfX`V9K*dX?!s0?DR4fyWs9d=NuZaYp2bTu6STqW;|j7C=Qpg0 z6%kyDE}%u%Y5fo(D9hplT=AH>>sGviQBQ1V7o__(VDiBfIjqE2oUIf(XKAsg_-UF< zQ&m^ns!aSC>bd+#$^0czO3br~2IZ3E974K59!~3 z%2Xd&Mu36q_i{5I(;2(EESlxhU{P-i)!@;x=!T0aB8u$vHSLeiKfkEWN1w6?%@H#0 zMqH{m+77nV%jt$HK~rELeB~ZF{7AdybnpG5aYl7Mi+Y_aYq#jxn40|yo5_eU+W>pj zgV%^u;Qi?Je`|^nIf$PrWR^&>!KJmS_R!)?{wMar1;HP{;}ESkh6D5?C5nugrfy08 zH?QIebzB*Y&-QjUy}NYFvGbcn8C5_8I<-b+Sv5BQyKOEC*>* zG)RuXt_<-De4Sv^bkUDl?BsUs+n1xQE&~m0^X29wm5T!e?2t?@Db)Wy z>ZFASpX6zTK$~Uaz=HHUrFPzA3ZT3B$31&w9zn^gxl=7+F~$e+l{p%q4j@`6%8 z7Luge|F~Eh&-D;8fjj;D!v|$_!zh7z&giPD8UTjjK;@jBlk;oR8k?h|C($v|U?Sjd4gd2x+L*h`zs4V?N$Cu68YY=&DDYfhbgAdRS)i zs2;f5GF&1PS1;+_Fhi&asv*$K7-=zKwalk|EI;V$8oq(=7Z+t^rb9v z;p~)#?SC$N|F|QTipWyyY+l`DT$nB*w_7=k70>0>t9A@b0WFrCR^IF0L^W(aQiEq2 zUuTlg5qV58d7X%ok3=M6cvKCJ{@;XGX?Lpl-aWJbQxvNi*3lv6G$Yx=de*7>f3qn+ z+o$bd)Qk}u%J=qvGyML6DGx(D|9mY(5z!0ras#5x3UTebI%n|hy# zRXMqw>`iwc8H&sSUBv7jR=vyO0ubHKVxKtrs7USc<+Ax&c82IyaQVeT3Pk10#D3zs zvG`#1Px66q46IdAj?E|`Ob?*#75-J>&xg?@sL54w!l+ZiJ86sb*j8t0(wx(V*l~6x zinv4tEHSmNIF>eyz3M@zrMlQ@w?MZF6?|!c(Z?43hxU=^M$u|l*=Y>2RB7QTh9q&) zcx?Z)cYJqlxI=k>*b>|I+^n;x%2+*Bp;iBfXua)9mg6@fCnMyg0D&D&5DcG#ebrVc z7o2k|9srSh<>BrZw~Vg#-!K#Gm#O(IJa+$QB?Fi(E1JMk>URIXvaUNG>pg5gWVarp zLKG4zBO^pIl3BD)k&2K8vPwxEv+Nz&m1rDf<5s&S`u9{RYk8S> z@@GYiJh7MI*m3)}4r?5xG&IAo4h}rz^r*VDX%sjMudr|^o;SgzMo7CwbptrOdP5p| z4>ceWmYanRpF?;oQRfqm^7HZe<0L7FkbKfZp5WN7IjtwHRBR)`nbzZ?i>IgO3Nk7a zboHGN{kIb(rKD6_^~w-i&~g+QG{i6oufwMww)%CdI|Sj>B`^`KSIMS4PzeBx#y(sy ztGWtP|6i&ci-k!fGJot<2%f33gbPV=p+80g0vcP3gjcJ;-SQFhSZivd@X6`gz@;Pz ziR#*SrH)}@TE5zaVpCQ?dpcr1S1bDuQM$1F#?zyb(S#Xmk?XFDK!{gU4O*{=g*JS44qmt}C(t8PW(GF;pXsV5o zua&^uoK|Ck6uU|aIou0^flNyW?JYdBn~V4DAF71|Gcl` zS7cjsjOEt9+TnZ+fk%i|-LD*W(Bp2(NA}Y*?Ih~P(u7A&oR7ZYOFSr9T#E6XHAOCW zSS(-xidQ|HvLGM#{KN8Vz&t@*S^njn8zLdX0ex4XG2gUl(|2JS&f@}ma&D;ZK25Wc zQ@^H42HyGSQ;FmXd+LsS|(WF?8E41fcazFpj}k{*}Ubj8f}%w7;i*-_=841NJ- z#QClZ`npuR>a0&KA zi-V5UlTi3>B9aVOJtv0TWMzzSt)(}2{hcE!Y~7i6n)8O=Scm$O|3~$`{+8SMr|R62 zt{0d)lI!U0!yiTLO|`9_x9|M@rrW()oE+rL1#eeYyfdMdh7UfRk~LcDTcgB^T;(bMOei z0aE^d*oVQtPp48Y8`>~D^x%?`Eo8j}XHv)qEK1HR4q03<2c60gUhnw9^o1-aCWcUC zAneegqiO8WA1y}CSCf)z#+vL4aQEP&^_&%C(D)ECh(xEiOQ3C^xB3W6ZyvO?`T#RN zJ<_dKD_l0KDl<3O#g=C1lYM>UK)m&d@C1_qE51z5;Ya+L^UBlzEvXq=Qft8BIEoe# z_a{dAByz&;q@XvsfmYThnv(}|$4@^B*n(1!GqRKDlNj-HP~_|D@Dn^}euJW->RrAS zjkLpHmyCdLup-vJ3fl*&i%@_e#P$ITl;KNcHsq8Xt9<3ji=3vjX4w#=0&W4CrBJyb zdWBimhbh=S9zAucR^%>d6X;IiW<{J_8fCyLnv^Xd3yr4U!F&qxX9gmjiLkLjJZ`&b zsAiV1y9Ixk@rtvz=j_p!37tW=hIC16y;%fgc-R1$xRCzQ%F~8gX(GgG3ZLKO0$o`jF`0S zQot^c;u;{)Kj1pZpNLLiYwHil+*AIoJ&t3wdMf6-okduPTyI(2iCZfl){+>9L&86t z)}v*qDSPNc%uj9xgSWs~Uw7YQCOQdqk#zwB+y4}8*b?4?2GW{vjyhDCYEOne(lHGIlk>C z`wGwPyIPH&zKb;4op(X0N-g#Lvc4IE;(^G zaHGLXlOR_7iVoD2?rAg0tZ!G{9FhmRPr_@U&RlRMh~$0*>QiT&`Bs){HY?X@E)@RAo3vOs2-TZF2Wf@m_LT)5Kgm%==;O1CBbch ziv4Gq|0o<=a+PlQ-5?5w9Ywkl(U)AU_(DJ$@rNar%2PA7?fZe|K5RNn__3E)MSJ^d zT(}NN1@mm0jDfBfza*vSLPr+vyeXG8;j>-$!iCwYwNY~1O^el$?ujZ3pf>X}Q#Sa;Io1dOpNc*<#`V-eH{M zoll4EB=;yyQYa6;0={^Dq${woDTph{;NRZC;eq!_!+ts+;30mpXczA|$|O6KZBUCF z0!6^U5|C|0)pjDa=2}$;CZ+`BEPp>#VA|HUyTA)4MM3y7JozJr+ku}k^%@|N5Wxoo zl;xerlIRq)8ANY_M2;P-O~^|?Xfjx4xv{_H=9&UmA)yo=1El}(Y$qc#wBb~n5}XFo z1!9j7d{5t6a~>5su2TogE8rD#RJ)PWJ|Z?zHNx4+53zFekAnAa$08}$>6FUb_2ml# zn8khxD+Kat3^dyHUHp!K06@gG@$cG-Jvi|;+|!m?5vu_>4`M3Zz$keJ9SJaP8Ch9- zp)GKNo~r&E;1@goE?%~`g!G)r$im#O*CmbGQ?19nPaMN+ePHUip5LFHrMJq;(lKxfNRw>Phj^wgZ;!Bfe|%QMFvQv(5a@Gcoik?I;zHP9cG!2Gl&8%f7+k0-g& zrL+1{J{xAnOr#d7N3KCD13utoc#Vdk%%oT_*u-zg*gFI_Ja3487q-5>7&97igL@Em zh1qW~P;~r=gR?0a$Yk|p{u_%1>ZBxiz2c}m?COOOn@4P#j{bgAE^&R?<#8za@_+69 z?YFgoGa6;WQR^Z*@hP1qeqyV>LgN;KIZZ)f;aarO_}l#K?3cAaHT!U)qvgY1bH{^w zfI>+L)n~>Zf0#g%VvZSG4a81d;(_32Qf?SbBWh4*8)Hsj37iewa%p&U>g(P->ZOFp zNWhi3bDx{rMxW}z{{@=y*vw4HCg2$(;KJ~N$mxz&KnWI3AgXVJ@-7%}UGol7JPwtd zkHHd-1v(OonZ87fQ84-<6sVL_nECi|B2@I9$fip9RN@r}#(5|kJ9|Mppc9>M{rxpK zoP%*}iDw=yfk4n7_H>ExGLFNA9gV?r46Y-0z-AA;Mjbl(`i$`cDYLMqu1*S*awsT* z@IgoB?th<3Fv&uY;{$KUlc$#>@9oW-a6EQQ(m;3+2g)l3i|iMm(c^C81EGWuv5Kxd#J&tTAbehp^rSqI3B5U1-V<1xxx3MvfNX#;qcyFB!2hf88f~hCmBf<#mRG*k1d)%CU80!Vd zdED688A<`fylo5;KCFF35ypjlql(smL0H1Nj!htI!x@wjC=Qt!O7IY z0ttc7;L|$L>vv+FL%-NXq~TZAq{;R8j2kz65jYcr9ykuniC8dUV!$tp!(@;07h!2< z3i@RYbQ|Va@rk04P|ff5By~$cem*{XQ>pj4q9d$gsJQfz_&I~4E)xej#aY6Wqx6Fd zh85ue%$OiiH^B~!78hb5tIMqQxPEcS5HvAn+?#q4BY-C09~1Hs;o-pn0SmBzmy&0d zo2RD~2wUz${pIY{ZZGQUA{k;B!>t1yNEL&5ahxB>n6wzQ(Bs;S1?Nx-3{r|q#RF6<56yr!3!KNxm#(A2WH#jwdLfOtvvALT&g$6vQmI05*#BKV9`$U}|bn)|RT(XU^6Zr9BVZUxn z5)~0C2m$Ev19mk4G^>Les|JVZD_rcx$p7;i|F-OBN0 zPL~hl-&7%-aIvc2B;@|0GmG zW(09?F@qTk`z305nhXSHbyf(;F5bE5pNZ)s-@PO2R(njid89yv;9C7~vhG*-ia>Z;d9aWw`tq449tBs`RNUD=)aL zS0J@uBLl*lFz-4K>FgJ(Q`ai4Hl7GiV&q%Ma&ZJqjdU*rXB>A8FegTYK>!p^=uUXn z$Mbx3wMd>>xoTAvpbD7&FG_jKQQp4vvK~wB{*|NUD6l!iF06I}kqnFZ>lqFFhjd^d zDTG{odU|dt(GdU@GZ?F)I1!zatiES`yqH9v#=#ut7ZZs-q7+YpZ(#^qd@$AUc3FZd z{ZLiXWFD0fW(QD2e({u9{~R$ljPz6^4txSe@6gb-Raayk&Yu_DdVMJoHmD7=ut@xC z^x!=dN8qFpWy)1u1U4^ClezEuhX1Kw-8V^@%~;`7cOZ?4%B8}Ca(jq^$w%#i)PQpeqzzSCs{}Tvt*Z74j z(ZBf$mYdGBlw0*lvD-?u_{ce1Ik!B%)p5%BgJ?x_hV0=tYW$p8X{4F0kHX{b8vS{u2h*4%g;$M#Ec{__ zDyC%@p39#8%r^WbuA%Li=h#1L4LPCefdvwZxxcw^ghBE}ypTIk1t>Fa zu*SAv7g#^Ma$4M*Ra7LMhod7Otc^}rtZHVx##E~6Km@X1i&GUK;Y=m2ALD@hDozzb z@WTpd)?bW^2-H_ivc`Uw2(4MhYaOO9v9NZo*-`3XQ41pn*0v<7dQH4t-Ovz6fVfm#@SOF? zBa7v{(bHR=W%Z6<5R5Q@^*n2$oKI2fz+=SiqM2aRjjsFP@bD|%;_$CoVq*jozk^cu zU`P}7W}LfM?}^XZ1{JqN38d zUAm+0=k{y5res~yS6gRv4g=tg!V$O|o?{$MZ3rUfz`z#5BQpfW0@K4_92%XdJ&BBm z0mj9xtD*BCdJh~Njaqh*8twcRRG_T+t~Od~zYN|~^SyO0-)FW@?lPy%!?6omY`VT5 z`d^|TLA}C?cr1*#Q0h$0{{Hxoe4htS?u_DM%i2+1?c?ZcFdupNWomTjdWUz@SB=E5 zR`JkZ1|u@@CZAAB4`Pl(3<-H4MNR4vuZ|*X(R;7~qV=cxnrjze67k7}%!K?(N}j z>9zyP-E%dxVguGnSh4mA*~z{?&l;wf5S?YRtm)E?w|f+<(qoUmjts4Nj$MMi*8BZ? zVEd3E1maLQE{>~_9FW{>tuDfmKRlPz_ksP3l&u?wTO6J54Ha}LP|9g?@+*zoE$xAiLDm!N6JD~0QWH5+4O zubX70dYE(6P1CjA=C$dcf3*#G-YP6yhC{f?@#3Y8Rn5vmA&!3v*@Y`EzlBV!hzNSM zp-*FNwS-r$4ETIHsKv>^+`QiZlYHaw@W$s~UEeTdtwJ_@SGw0FC)Diy@2^G1i#klw z5N!;gxwQFCrJ$WqzyT~SK|9k|38Ks5#H~Eptai3M$vBbqzyC{3!X9sWDf28=d1rX5 TCfKwY_%YsYrhi}0#{Yi+0BNFH diff --git a/images/rosen_der_logscale.png b/images/rosen_der_logscale.png index 1cb53f56e70d363afb50bf65a5c149186e8b3e6e..fcf1475ab9b3773a0afb319a0a8b4568ffa7161c 100644 GIT binary patch literal 32934 zcmeFa1yq%7yDhxL##S&;L3KoW0Na|1l23cf1H|J?nYyxUPB4Ij`IM7cYpcpl70|P$(-z&z+X0 zP!_~eD0GTT7U3u6Z7fXq-vW!1qOwcy<*?-HJ^X#C={Y3}3T2fh`EOpRaEKm-vW+5o z`h@H?zwQPb2ZoB7+25naYo*WKT)moZ`?KO5bZ>0dp82qC$GHRNmhHCop}!GN5nC6u zG<39d!S&r@SyYYHw_7Ih;2GO$F}l2|nP%_lxZXu4@27t18o$>6;fT)nZw}hp zEPHJ&zHjo-+;|7KLB4irSzFGV`!=g*^`*IQv%=Q=-|zmr$DrEmSMHh@h1zFCL(-(H`;xYp3(&V*mZbfd3+MR=I)U>no1Yq8Pl=@TyD zbQH?y4azbKCF}l6ek(D5r-?B2Yd;n;aw(TfF$#iypdCXS2ELg(Aau0=a ztaJ$$G{vv_(WXO|(-T%!)bhNNpkwaTiinUWPgXmQ)abbFTS##cVVbv|LV5gJrOKu@ z(>b#?$t32+!e#kizML_rjC{(brLC<$G1M8Zo}S|1;P9)bCyI$jUl%{I7MYGzNxHzL z9DlLo?U~jeKi+)0y)44IrV$s_w@d3wa$C zV$`|b*F-*lzR{>DL#@#Fh<9dY=0ICv#93FSJ=?ec$msnNB<@|FWTJuRlYRB-6^BMf zn$Y;Kb+{Mp)S~pt**cR%>%cY-gx3|CIj&#S6Zz-`N2yY@k7 zdZ^4$MZA8!P3?o} ziBy}u%6Pr9!&h@xi#PrHb@j~Iv-*=GJ-Dav6q~;2Z{N;O_h+x77QeZP`3qXZdbYYe z#dc8Jm03U@%SP()Rzb_54k=9aIZ2`Mz(kX#=!07M^~1ve!=>Wfowz}B3yV}E$Ga<;r7vH8`^vsI8Iy+9 zuRqjLLce^uY>pdqD^{6SftOx$)^+7~mv1{w{T7L^;8u)1&dhK5#M|4OtWnI1LH3;$ z;W8m^9CG2$S_WTXUsOaWRFS2VW^0jPR40%9SoS0PE{{#GYWi@c3YJS|psx%|KtKSG z&i5?~7cB~x@a4s4mj7CinnK$wHA0wiag$0 z;m$4|?=Wu8rIsQq;d40oiepubhQh=3Tth97g|X1hsnzcSjvYG|uV2AIK5t^UN`rim z?=;zS@2=!fb6A{Z)9r@M9fUE(^RH5{`z~M*G!MR5?vZyjZFXjow=Q#nx;Ojk!A-ak zo_!h_hI*L}<8e|^$~@$U8ji!BLFraql?WaOoo1(Pe6PF|c5bA$?^8?JxYHwV;}K&& zxk;?5N5K-lOxo{jsxur@g9L?y8l}6sYu-nVjCa2;qJ7rPM3;@t{F%&ELStF`Uz|Vd z%WD)_yKdb&*QxQr&A8G%H#etC!_G6~?KW~vkxK8$n;tRo1NI zfAsUq!_7M1{ochleK5<`EqQyJ{BV`Uo%+&8Uy%oWUt?(H z)_vaRa2`JPYoMryVWL{H`IirN!{M#%kvay!QeNi?$*W^JwI^D{jlATuC1-DQf+!#+F|W)8%0Yq zXQxekr!k#|wQ*Zp5j%G(hOhz2v1x##tvV~4W zB0@|a!Y4*Fr9n&EpzYfWb2GD&>UUS7YEPX!S^i!}(syQ5#@UlYZfKx@yGhRR?kW~9 zw$z77I=i}RRxlkthX4{EpZej0?$p@tgT96GMf>*cyRc`^9=qRPHpsoZd?w-wUX^=r z2luYH#tEH1i{{Qwy$T`QfvYdh?<8@3;P>x$R0Ce$VLYUg)5!2}!o(J>rS$ZrgGItI z>Gq@4&-d3QMR6TEB;&D5QvS!M+r!wzis^5P4SBl)9t*i6sHE8r8jf%&#=cfnQ{yU{ zPoYdrKR>yIlEoS+9VBKQ^3JFsMGkkRUmp6jFmcferd&f_14Ibyp^SCv%st7A2Jb26N!Q`q#1UJ3Hnh08@~m$gx;;U{m?;}JU( ztMrPng)KXZwCPA@NiYAR72LprN`RX)J!gxOZr%Ofo_} z-7fs%n;UYO1>W2Sh!=LjtzH#|8%mM#>ebvYU%u$qxo$pU*;~&y zJ~5%3aKxbUJl04VLN-a19b`z5qK3X5D$=b>G$JWqi(k1Z!*RGogr)WSnbwQ)TqMk- zP7igK)%03$59`>(n1md^PUn7gw8ya~FZ_3Tm<)$fTwvh{q6WgF(u9^^PIvDq>zOuyi(TAF2##mV_#?6VSXSW#OXHuX}%v=uRtDM z*p=2*ym6!JKl$(&%tQ@)bI6Ig_kPGIi^8R}Hr{ENShe+7=(=4OLa{5nnmM}oqE(W< z2RrNQha)9BN&fJC`0ycKS`nimT<9;XQCc{hh#d*r?rI2H-K8L>bN?ZY0srr@z zLZx!1lcO7T4~BYbdfM~Jlh>P%7}r-M`0-hs-Lz?w_52eQO8@A#EPzkm6sxYCqD=cQ zxd4dh>t&j^K4`S>6BLym?QP)d!2>4fV3{IWrVfC3)#U*}TG;s};u z6>&QjYmof1qeB-kF5G!`M!sxl?Yeb5dZlc>GuN+QcQ%+F?yB-;n;xk%;cG-Bblt*N zs_&z7_Us+9J`w(hyOk3S_W%U}GD>F7&ZJhnJL|SZ@5SZk>r|4A6Y7M!EKIwW&5K)~ z=iKV4V2SJ#F+&mpYcm0C)03lJSRr1#+4~P0R`2hrdB00!9vQJlyDlyQss-&w$}uB` z6MpE#n@{sMIZYaI zsi!Fdc}Qc?y>gn+W8bx_t1Bi`9-t-uYTjC3$C>XF;&^Bv77ie=JDR_ChlZ)8CIV;D zfXMG0mZV7L1b~^I+5~Zodlh1~L1!OUqNMP&EQUiG|CL9p2?&l9`5aPFY|VNwSN3$!0i=lb}t&(blb7sST+~L4D%f>4Dfbo!H>Ay1JpS z97mLZx~SND4<0{Oz}n#fA{CYP7jhh;M#O}Rd2;ACq$JeW*T-vSFTxCo0CE;%Ygkwc zFJ84Zl3Bo-R36GHmSL!@7#J7=g=eQ^$gq8N-8>A`8}2YZAU|nT9ecu^VDc?57gH#| z=;r5M|MGCdW^pgh17u2AckcXJ(n_K9%FIEpM;#pr$+H^q&`Mw{(;Q@YW%!T`G@I zDC+Dsd4vU#}x$v=Q6$fIJt9zsE&W#f<0*tB9Z?_osr<*Qb$3b>l* zeilI86=_y!*q6t^OA7Fx)ub`)?4?VuOH!;1u3(#djn&L1a1ZG5Yj`FiGA6D2)gTtb z;a3g=qO8s{Q)gctvweiJi3v;a2+BV#0`bC45Iv>do?aS&;>RYScg#Uzc!FC^I`rMtF4Dm(QZD$*woj%HO#D!_$_9RV=(+l~FRt;XF=L*M>XG za>#u5=U!fcH&J%UhhE&CKHlc*BkVk*#?|I@L|R(fvNfMEf`kS{EM{RR)hOkJe9ys| zbtsdw}bn5eac|nc10XxxjO4 zfF;9_>6MesTboo5P$(Z>jy5@KVC|rKmW|#*$|9s_`Bdwkq2AO!DxOLPTlw$#M5F>r{qFEE&IE`NCthI*apsOf8ZhTTsL+O4%K!sXsi28)v1z?x;Z zgmI7b=@3bOd6f1ES_SKYj~k3L5uzlPZP-^X!r~a1;W#Pgj^aNMYf}|<;QKVQ_89Yl zMQjwx7EM3^@C9Sclecf(nhKzctY5!&?OSXq{*>jYjtmdn?%)1wm*iGPPQ{BzXM5uY z3y(DAR#eCd+6~3VC#R-H*pK##ojVt+9LdAVdWsZ$1Z05jz+kvKKV3jM`Vt_Y5q$9 zbSop3sP)P33(bmN3WR_@*v-av8iYjhwS_e9?Hq=t;wh_0Im#FjYwBdS8>MTFHMM*X z<382uV8MtUL^`iTGM(4vRT1{#N{-vAz_YaXn(O!0Clf@^thUH}-n>fIZp@9jjZKnX zkzK)eMAg2|5A0&ko>&e(3_w^LRc}7^+NQ73XTRo+fC5VM=do85(_Iddl*E0iA6^$} zI|o1P#HAjb>i%6FP-c5U#VO-=%Zg;7Y3IyFVXv9z`5N}|P8(96TS{e44Lxifl{)6I zBzCJN9!5-D{JmbLb&rqMWO^=r7UE9~;*dRe|Mup-zS-QS`IMxb(FHC7KkVsZ3AdFz zk;>8Wdz-R<6fz^w@@f^h#q`#-kmLb|J8#po;`ma+T46e^oWS+imk^KE!w}!p_TxB z5lA+(SO~njpC}X&!0bU8Md&osX~d#W8Gb?8oh)z2F;DDFMWKoa?8<6@9!O>9QAqp_%Z61 zzWO!zZB`TL#FZA!S@S&i$b2o)qPVD`wAuBUe4^iidF!|AH2774dPNSU_F{$klp`b? zV*syO?#3&cPcMmWHboTFc`8Wzs3%->oWFb;)9nkInlz-Oq|#9L+3EJkp=F;}6^UwERe+nKH`&)J0`c1*Hx%-*xEib;Cf0;I8Wik3SoHuI-!Ay>QBfnm`L3JmNRtnuGFt{fL2p68W$H`C6t)2wN`7r@QOClLxU z1WWaH9sAy#`;?WG6)BdTZ(khJ(XK1HdT`oRuAvcWtvpKQ2$qYCT8ibn8smd6IGt&? zyK3va^?sE|X`T*TO0TqzwYIjjc9gk)N?6o(Irc&n%HUdR%?fC8YRCA;J?4$x=P-TL@H7QBEX(?EsC)sI&5tY$u z1_?&EHIid+&)WbCJol+7Bf!gui9Ki-L?%B8=t^*3T3Q;z>ea7N)#(4qeJVda$BcJx z4M5=le#49Z?uyO9fU08d+C{HG4I7RhvL7)NJrW}3Q>gvr^XKXv<*^R=Z3hAyd}c{`O|6XbW!uBg zUmM=05>sHvTUS3AX+PNR?;MWeft3A(+eVoK1Zw4OEc71LvC7Af9|!vTFDfcN&j4O9 z?0O;WoB1cObiu`bTf z*RqRs2+xi`u1z$GAha=Z9tfeQZ0P`ApfdfD^&=|_9^Ah#b^iP#LQI2lBneNzy1SSp zP*9&tvp}q9!e6GK79*@J=ybvgg$LI~Ox{zk%kSzvvb{O0iigZ1YCEz1`3dcb-hXdD# z;?p18yI0JeIrSEZMIWfI7M$Y1uRM#?x+qk0SPznBW@dK1$?YUc7bN;cI(qr}MPexP z!FPkQEe1wPxb%?@rQT^!ImLTp(%wGYz#Wb&i%CjWfp8>Dkx~5zDKHE1{PI96hYcz@ zkuT2!UwT3u01a~(h50n_??h*aKc_z}E?j#K;p@Vu{maP`c^TY>QX5%A#mNbz5asI7QPgy z(wEghxj-rn!iR%;Ph6TIAF22TRqI|(&Tpk7KOb`I&rFR!c=%8T7{tWB7vyd3{^jB> z6#zb4D*UuC#&*LM3OrU+S#gz?udevH&Y9DvL-Cm?+0)t2p^)`pI;{Kpz?H8Z&_WWr z4`IBpti+K$DzW;pM~rK{7%w_uw5T=j+tn&i2vI1r3(jv};CBwI?9M6{<3XKo&kyiA zg5bD!T8+%b~BEO+qhyynzbgm0YH%$4*iAjIp1~BKpNrHhm`rg1$c}HY$n_ zJ1~t#pTHnV2j)7eU9s*u*YF*6Sb|BDP(`#_owk@h(5-BYx?oRTk|e~5q?#n1qF3@i zJlWEx1`6Db-KhCSs4FT^s72QDTXt;QuwerNsVE4Jc&3HGw1SM>>Z;fTv9&r_#*hul zfW{;7iFouU*e8asXvyao=f>*`k1qAd3w-qG(UwurvQ-cViUj>bzJ;V>2R{;y>dw~@p(^rI0+GQm zoe&w~A3d9lIA%Mb3)*v4yfv8*)Ab7!vxF59A;H3h-nzAbL=@oH#7+y;i-0%PY7Bx8 z^R7yR;TdQx2!V1VdgK&?&eMcq2f(Tx<0Ac{@M(EOXkMe}=p&gEy*u}(Dbz%Hv{I>d zbw(g_VyFBV<6jEe%V*zRRWzcSr1B838ii9H$lR%$guY(7bSY6lzP}UzRlD0)2)Y^3 zNe&)5^nTjo=~Gewh)!f?wS%1Ei*BimZIvIP3$lO8IOGRLsh3b~O2hWmSJf1*T^nQe zXC+rZ_Gn4$69c=^-Y6Y^NBP0_A{)y+tAg-c`ngZGbAXDo?yV1t(<;#KD1K8Lt9er{ zvo^t?3v*VRZg1n}rjlxHBwC8+wI~Kv-CbO^HtP~^-MuTG zlDsWlP^m|0dTYFW*!YQokr8=BYFvCg>AXF`nKOH=qiTa<7CT2-Syb|+F#I}5P|DJE zJ9YEi*?Autx6Bav78w?cg3v2;^XDg+{y3SOk`jLE?n?RXA|NK%8dN_VGYBk=f)*1A zELt&O0p5iHRSJS5P0yU3n<$Rilf{Nhn8D0p2ZF8eLsnD55qBgEuR|4PdQCU`cxI z@l3*cElo74+j5ZrtmdPdPc`)g-bPVvqMh5nkBMAa!I>qx@y?s)&z~DMl~zIFBwO2^ z;1p8Tg6^+`BD!6a$eV{z8E3S^nnK;)oX6C}la+oK*;=goq>gFC!y^LoFr#?4ymE6-N#pltz}U z1b!vS)7IWT0u{mpxEey5r7nBuJl^U}Eem<KF-^%5zMhwB{9&=_V<=zYD8lq1 zekZAUbX=GQu`)E?UF7M|^O1AGtIbn_QxyT?kMCOlHf@%AR@S$ltYAb(nOU=G#*5s? zofeLz9u2(dyOP8DIH&Vn`+EoImR%?)Dv}gT8H)9ZZZiZkxCHwQU%6TfPzT&PMf;0O z(rSW^aV!6U`Gerwe?-rGb2UNMDebCowOZy(m9V@p*dmf2QI;iZf4a4le$^@)OIj`C za#vRI>hn)KvMo)^PJCH;&&rZ7_YCss+#SfU5}F)eF8{%IEnK%u_4V}h@^f=dEjQH= zAefq(ic01kvIf*F_MJQ1LT3>*WaF-i5|Dcc4xmArYuj5?wXj-_Z=D)fjoPT z9#ur(O$b+rF)q_VJYhm&o6px2@NNHc5pVK-$_H`IpDT}6W7G(>Pxy5#!S|chMWun2 z<3XYMj{JMJ5WyTCRe%lz6**#K0ft28>GF^ilG4_0Q`0B{M34i63felqtV{+4fqrd# z80dcX2ETlrIkOKlpZRG>?E|||T$uZzsEa@(L&f!o7++9SAin7VFI%4qjaEy|H{>N% z)n6hp1U4YM-TeH@PoF+@4+Myhu)wS2-N}PQ_?vjjwMPw45Bm{73VLoA$_^5}aJvCOi<8M*x8A&lAtu+%Vk1GhAtan(v)HS*u%>!7y&r!+|wPrMWzIP z-n;h%&>C-&dvkK3WB$+6o&_HDu41qH@JNp#wNT5GBuxig!T`4;%vhv|qkRosutTVy?>vo=h!bXVWIA@|B&pKm> zu~nt8iWwn0K!PQ;2uanDwVxSnD}j^)`xe~omZ2MoZc%*w^br$mwm$}-u2vnvE= zrv~{UdSlfML$fwOSwk%exXTs>i^#y>U>Q;#MB1bHOhx9sf1Coy4O+ajO_?&5U6m3D z@zU=ue<@EiQW>9|+zS+ZbMdOmBH`Ic7|HV56iF^b)+SpOk3*Ks#WyFtdSK;2Z5&w+-vo1z^Q4T(BS%$%F%L0kBVR9t%yJ!}gOodGZDv zW1Q0n@FZu4At30(9)i^!OaL{E0Llnr^3ke#R<5|543an@$dFu!Do-kRb;n^jJlU9A z5m_287CW*|MtA-_FSlF7yCuFdMuS__ZXj=0pMEAVGy%2PrV~9$O|r3R1Wl)pHp+n6?h6kla0ZW40Z82XLsPJ4 z5aa6}2uq3q@Tw1=MKI`#JIgm+9#teyd4DZ?WbN|oioh$>RC7T7aL>AiLsmJh9h z3-w~;aGa|GLn_|QjAqV;fp#R0Ik}6^XoV(%@=%SAzY<*rM!oa?u2;p+4_t|)i-cJ9 zj|Fm+zMGp{CD^rLsD~=G;0N>v`JM!BKXpeJtd7^E!v!E|JTZepjuXVW;x$4B1E4UG zZzZO0riOs=hTo~4K7P~==_duxPu^2Kr1@z9mr~rVe(Fjr4|Y)w<@gS@o+I!@h?c%S zag!6pB9`?ZAIt>q-Z7`;8wfX8PnZO(BjxPRox3OT+-w)%88E!{O*a=8msEbQ^x{v@ z|Me$uqdmRAqQbuY97&)D3)ZTO9_iWwlN9E#m9OCf^!T>#FZZ&ruwa|!>#KB@233F{ z2HsY2>M0el;kR=5tVj7Xk z@G)HDWf_Ofy;0aVqyH>I@ zHW>uYq~$PGj)=je9IayoHUS2O!Ly+hDi^IxCSVj?idH7-FGwb4;lCF%-#>?iw#K=9C~8}ff`_v_|1NPR_pOjXtqL){a{<>Yz5d4f>Jgpw7R2@#Kfc$8!z~hLB zLwI5B?|xx$m>QsTGKWbAv6d88Fn4i?)X?ZB7q<#?3 z#3e*aYu@YdIE?ihcEu)rt$NuTlAa~uuBv7-)6UMynq6u=M0A@4ZTp z(?o%;4u%t3P;IhB2mu=i$#q+Vj~!EmzoTX*na42SJZ7|PE4(4CMgFsHJXa-h9zA>r zE3_{IGjr4*-vIHYlEAH0JQI`Sy|uobAX=9}7+kh+0)P<`AYS)r!yeV76dnqIzqjT_ z>n4V4{mmy{g3HFD|Im|*NWnsA?p+uBih*^F5}SHdmY6VZ+!zYAR}Tw@aHUWj;|;3z z6GtpIyNbJH2i2!vxKjPa-k>$$>nbI(nq4kUK%hA(yOd3ALvnwpwqY_tx0 zvBI^Xf{b3=+mH$drOToia=fq6h|prf+~bO5l2BOI8fN+z9l{7ua&}+@BB3QS@ftn{ znOy<Log4&ds zSy6lP{{8!2XOb*-fIS7<8>Lnr;6XTnf@)O33!Y*mmq_0Yo1 z@;>xym#y3}0J0$=H63Zp-FTnAvq7#EGD+QqR1f2QPn-<;Jzu;CvuSdy8mRm%U}j+< z18iXhpATx=YW+G4`(cDu0{?*};%bfDc$@<%Zssq832f|42MAuW z>@3B4Rlv)wdTM!KEte!p5@At5vnfvq50}f-rrEyt;WY}!%M0L9ht;|AP|>jf%%=gs z2eIoAqdnI|9wM0%;5iHxGKo7FZFgdG`*?G4 zS91HSg5TUz#BFj&`w`}qc>CanCc3w5n6!_OV~W;iMK4U-9xN%OyEI*zIlO$jawQVtVLf&ZF#vnGCdNDcw_Qh{rV3DrM%pePx6W`98No27Q5?_zl#FEW}+&w%P zp*%u#N6AstHfSXrXTOz5lqh3}^N=vG5U&PCM~U@A-L{o6;!8U$;4}+Ad3sbRq*R0H zSr6njq1zgYPC!ECHLQM3nic>U$<89qna;A12n5ju1g2#PKg)|9-DlA(WC)`)L2$4J z!X=dK>-0BzhW$uEI=8xQnrwjB3RqdtO?31)94w?|0PyYe+8aOoxkH*XaW%8QSpZz7 z=<8>0^Ibcd60{P^LvkM@%OCj_yAI$LSXA6h-{9c)a=_xAj8X_)HMh6`6R)jz-eRyInXoDz15 z%fcr3i;$bQXWhsi8yh?4j*7pdS&Wh;UunZYJ~)RJzkx?hAATz+^X>uS^C)|vkb*$A zn&azcguy8>WNxF;axMazYi!8-{_(l~_JsfEzf%y|;Br^tAEf>N?d0UYN@D*1{dFhZ z{Gf@E&NIjlWba~!@};oR)<^$6Q?y`>>0AT3FAFE%O97h;!qY<@P(VUJHthz4cH6gt z_R?d&HeSCiASNLpM=ZdXFaJUl9Q<>k(99t2T3Dhz6kpA2j=S6z;5Th{0UjXUKyel1 zD3a|L%g^~+wlXeIT=j-@Ab?>Y{Ng}+5jXtd0QYr0z98-(Ye#^%15l6#PZMw6Di$FW z78V8xBtd_0cvwzfUq4!nw%aJj*As&xDGR`O5#<$`-iwX2NjQSv3P=CeX@H|r=n}tv z{(K9ZrH9(jO9;7w7*Q*nV68#>NM8Cw+Pzc8X5kV$39owz!W${>p+RWX^}!rbhH{Aq zT{Et5NOGqSxdZT1n5_+C5?BWT8SG3uqql18jLfuNtNiN#Mf4dXt#Y7 zH;cbB>{af$xsaZr*cmsS%I}2TXmm3AkI&{*0_{!bQssL}d&e5&jl%NMu6ApRxC}2z zMe`Dhf1_H#W5+n_`f>mYKo>Y^3#apP#1q>enC_8{j-2;KFh;IWV)i0K)^bxR$M!60&!cOe1z|I-%7SKiik}Iz*+m0){ zEbhfUQH7&3>8J~HV_f_L3a+oqwOh75^R7@DJe*I&&Y%A#MeD>ut0L~Lu=N4CBRE}G z7@!Y@eErvJLTMSa6!gRZVh{riY;%HDWI(}*eV6IUZR5+2)>Zp2em5mN(tGS!_`s#v zF~JwzPxfmrRZ?_6eq;Z(?Q}sm7D~U_mJt2SEqCBSjBGfs{>QgpUh8U{i3&R-b-E_L ze0T8|Jvf-*PfCl_TA9N-0C}@ zMbY3f+6uU2FeAVC_@Jkk*G}&O_QyG_k8`eA(F}6O4|#Za2Gm<6b8zoX;-`0bM7KXMBgss7L#^gDar@DywogX*{E29xUBTytU*wk7=mI%g zrQ`~!<|_<}{V&kW1Mx$VnHKko&nL??n1`fzdcO?$hMtd{>#IngAMNY!J|N&PDqWP+ zUzW$edcTEDRElm!X=&*%^WBqMN__ch-Vpg>Ys6yxiQ2Fe_HTppUP@X95*mSlG5Tw)uW9^sKgwt(I9b7exN~ zS~j@E^KM|kyr(`{2JOu5**`AACFBWf9(dx2fVp>8uU#m=t{T-iA;X-fyEJOwUAdd4 zZW2&8JvCLHYGa~iRUt=;H+bAQ#mI3K*g3)sibBskJOaS|X++3JNuNG_3l&;0JeZ`L z2MXQ6<)@&>#dxD9+{$^{t0aKkvj<-BSMT_`%4=Jc*=mI z@_v|}bH_@xs?qZ943CJ8JIYR*ewXx%mv{~&)o~@&Ier}hqk{5G@yVR0JF8J~e!*S1 zf;nyHLh5mglh<2M0i;&WUv=y?0IJ{M6$nHjWa$7R{MI};cgmLjO{2zX}~ELufdP2o7$G99;n`8T`@-m%q?YQx!7Z{hMwJAKk~rC9%(2eCuP8 zt&el4N6Cd;w0G{>E0Wx0E~hSUY{f9PaiP~^zLyu&9EU4XCa4i|a&kcscS)}uIhuhD zt!vgP9d936=CON&T&VsT->v{h80;mHZnRm@4XzI}Mh3_)_%74-?R-Q_)?KV1;#FCM zzA?-!c0BC?ns1o>D3YPYZOZZY|M}>GnUueH@ik#^&;yE{Nca&pBCn)?u}eTl^22p= z>%ID6X2m>Z_xgHO?1IyGG<9*BL4HAjjGEd@wlL_S#QBDKq_zL~(EtS{ONcCcm>iK} zh9D&6!TJJQfU7YJwg?<~Tw;ILvE=#fh9}8+4^c^tc4y5hUIP}xVWqJyWbU(LkKjIk z4cmcYi!e!_CgKl0z5b`ub8|Q%a=qdfc)*Y&jn`TtlPW4II$37N?t-`}{~R{=l5SVJ zh@}noed$DVi)xw~Ng`p3Ei5$j9BF=sLFo-1Z2I?O=lH)a+Sq&c>zF`YkT}RCgNJswgk_8x~r5_tfz4u!P@S5X;IS<1KNdfq2onj%1FzE?T)I6cV^1^HSPf zW{r>+z+oGO|J0BU_0U0r9@eP2MMyC{@doh)MzadgSFOW#QM3jQ za2p>l(QB?tK?Pz77E#SSkDbt%uncpCl-Yirj!qv@URL@iU93a8AjCeeaeXMrEqsEJ zPWmc^KRzSfM|dp4lado)pgiTt{Yg;Y*O2$2PgDEb^EZoG9Ez!=PXk{YmajK6If+%I zUlslGPoksj+l~0v5uMswiXsjSyIDlQ+^bdhKR;Q03*{s%?lC~@`}OVDczl?Bj?5AY+PQ1GTk#S!Ly&PryEyV;svqFC+IjX6`h zmIda(XpWtONkCiAL$n;3R!$Oen0Nt)AOiR<`yz?YftFH<&Hrt!0W=RLVW%nE!nvT| z@BcPy;0=sLUDKmYRY;rUuo?Vy@|P8K4aQBI_J}qmXHB4mbEmVjbAx#SS6d=VJ+e-~ zVaAN~HN}94e=n4nk)fWDkPsdbA%o-}9v;rHapP`b;YGjahPdgiV?Qx))oHti!OTJe z9R6nDQcsK+nS^9yh2Fj|&7K!D3*sEJR=zilqKKG}G^;_Vjb2PGvXI)*0I zBghZVU02}xjshVu`?^Y;2Fvv03tN8Yw)~!Y-A?=9*C#H>yO~$D^47{D8%Qx7W~7f? z9~c)W4ZEa{;i{D@c};}<=TNk{y8k*drNwb`aDTH=!Cb_Dxc1GS{kLNm!pG2Ksz)HgauEob#Z(rVpB54ExAJKQh0FFb&1d`EGHJjSmOer`3JI&- zQsZv+kM~=MR)aVg(vtI-xcBQbK=zADL&h#r2g=7+v+$Yg6$^Gs_yle?{_v5yF$H!| zqU;duBxSNUm0c78mZ&&nQNo4xm;B&|2=(GQw1WKn{BL`1kd7lw%{OeFZUVg*(F#f; z5%3=A;>1Kqp(lbgcB9E09-1@lf->21OOgk+ksHX`z!ZHhS8j=~Fny#pe7&zOo;Yzm z(4%a%0vH*vKlwjQNgD_eG}%aZHjy1bpO9P+)n1=;U>>}hYg_dBPb|qOH$8JQ`egN# z)FqyEa0IklW@0g+vq1sQkzunx@q6$lT|o|zUIpnU!`D7tr$5XBg_5!CpHz8h-0FYv zf2_1qy}eop7P$Xg>e43bpO-WLWYYe-%EdK=8E|psoOMX{>Qme&I`O)BzLjppi46&v zxoHh$b*z#sUOE&?JSUApaB;mh;l~kbC)gk!uui1w{!>XsKU7Kv|E$8lLStYILjnU& z14YW`#Hz}gKBF_BlT%dGwPGj$1-19!!BXl*3gzKNLIGsS!%=_OzSq!G-dmaZ%i4w4 z7ji7&*zeq!pyTc3^r3tz*}zJ{Dymce%wh2}3(n|{JgRx7NGU!^;}5dr5kzH`)xw`N zZl|}pt;`&fmmnh$wEGKnW1_T_{F_qdphx-hUDks^!Sg0EQ0e7-M~r}3eM4n~$j(`R z`7g3WH4`f;?*B|-t~pJs%Uw)9{5LZne`62+C-CxIl|rfZ0U9oLK+&4lYMw_6|BB2s zd{_MK*VWeDHfquN1^EC>ECE?JimqP0x|^LHqexb(i+27?s+T}TR9g2jt?%FB`Bysp zRX_TdnWcY~J@^-is{i84{ePMF`Y)ON|1s_NUp$)s(dEX}d3bnII)i=Dv7$hza^dMt zNn+enVxFTU<5x2%j;UK&S>cqDDk#>(=!TWsnZGxt8~`-ZjkfV9$`pD|hnV8xi=^`o zqKZ2kXzU9(%4Py}HP?kdFQTL8oVr8~-~(=hUB>1Q)OK0#LKm^=sM*h3aHEjcD{^2R zny-}OuI4HAsi>(%;bc6K0|yR3(X486nnPYLCIBJJ zw;a265oYZYSZv`~;}kVNx`e9WT1K-h!J zTU7c+(YHxDWs>U6A0~6*OfQ_OQUV(n_?;OO$8O^Dkd+O@fraDazn$j*Sh1z<4&^8R z1h86H=D@7o0jKvxYwJYR$0irJk2%)<0edk7F7iQ@dm9i?RNWZcgY$EQx>|6$3P()U zVHTx!99|f_I&s_f?c2db30<+5lk>C{ppCRk!^KMp+X#Ms zx$_#j^F?>XXwMY^myR$fa-D-=hMW&Xgxg6V<-Lq9HWz)fX!q6oeZ&t_O;e4`<9h=iJti1h+fas&n@js29KZ#D8BtGUXb;dcP!_4yOSc|RM@L??YK^(nj?{1^t0RtFs zQ){Ab{3B96e81J7yJ~>BfL%05E@&cc%wn2tWEcIwDt9(pJNsXqWd~>0XC*JOx*aYt z$t$1ZA|V@IO2xWqru+A#950^ytg?356A9LR%C3sMCznO5z6LAG$4pyo4tf73g^kD&xQHU3>QLhLhsLLL{m8MqRwOZ{6MfyYw{siVJZV zPhE_s6xe*jkhhU1g9OAd;96ERYOV0xT!|T;7Fkc--G6|dbL?BO@15{Tm)^e{EegeF z)4vh6)|<`IP%i&@$>?vXa}Gzda84grQ81B<`H}wXf|bg@kAGBoe;>4BDQ@`R27qW% z;PA)NRqR7d48?ljaRB_!b8&5o zU4-3=K6ab%x_^&B$3}{~?;S>4(zH=MEQ49ZShQ-j@3GJht}tsp_1AvI|Ea~?{{|{- z1S=($Z)6=MW7XtRO4Hrx136J_q>Kr5?EA>isDZpbmmNXvLZ`_red;Af6Ak&%({N0&N$!Ex!DR!a_Z6IZWs+V8V} z$YbT_-s*OuAas)W7dg1lEo*PUXAHq_OPZ&UlmDWKS|EN9iH+Oo_cEMn&2~$HRj31uNUs-=B^?g+tSidXV&jQzaf;06l!<`Io;u$yXrn~ z#EMd#?7>1-w@Q$WUpD|`VBs;WZ>svQ$t<69m2PmqHI zi9A4H1BhP*1$EmX93r!K?l?xG{1D?TIcQ_>H;dEQ8!)S^-UU`)4d`@}al#Kdb0wrq z&x#@I^9!y^ta#|~n3&n`9yz6@(&WHDoPO#CjhFH zo?cjB-)xrd#yfb@3=3IL=(T6g+{RyqfRl&|nw(rtAPD9i$F?c)Sf-M;rLS*m<;sX9$FP!F{M*cvcAl9xP<;mTh@0N3bf@?60G{> z?$%NWR6MYz;s7pDcXHYzY7cZs6GJe8%~4Tu5C_Tee&oR8{O{kr*vQGrFp|B8A|4zW z$tfx=DtaFvmywydaIs7?U2(rq10**XILKL(ytOlG8V_CyolMQhXjEMngNMZMkkfUb zwUZ_~Ft?JBA4nwx5pAeIV@4W>MLg=g6Ex<`($6x{_VEf_e6ESkbsw`K)8Wl1-as(R zXlVsuNs-CLnFzWlrbrVjx&v|GSP(e@k8IZ?Z*jPkJ6k#=!-+EgnZThTOR_!4VdwDp z5%aOeES2(I%GNd+2ew}ON=}g=9yZ*N`-Pq(8AiWOSy?4`?NbZi8~uTtvQ!SHJ%*Up z+FEdE8CjytLJo@Wb&9-lT1udh#6vbmr-20K9IX2F$4=rD;nT{>J~LxE!affpGf__3 zp#zvi7vcwmMojco5^tbm>*K@{JIo2`Ya*H;=^l)Wi;Kr;f1=VjaRUVuww=vap{qC# z6WsxoSk?N*zVI}lmy56Get#mlI=PEVIc{ez=D=^>%K;= z&Tkg?-!qoZPG-(VXyEJtazqXczQe_*R_Wm=VA!<1*~pJLicbV6}HluH3qUbx%fDvy_rj7&*-eheDKWHc5N4RnTrXY!tX7Fzd9|0aV*) zbLo64vXvacL?kq*T)stXHf$h$53s^3!-5b6<%3-mTRxdsK{1*yyz>@adimf1JvkYO z44I>2I;692(`O+>>Khn%`ulTtUY#cgqMaLO=sX&Ysp_gAhfvoUr%GU5GvVNJ(u_mq z5C^=<;O)>R$e3ZF6Wt8;G-)UxXKcVp83B{3-DFRa@01CJ2%a4{ps<`&cen#lX$c8e zHavp_Ig`Q?{br)OLMS8D3h|nnnu#70=LqO;qbV(J0?%ONBHg&)^5Od6Wf8vCe+kOF zg{&M5@Z{e>Kn-Uh`0dV`wUAOkAhaAR}q8|brLI9IzG0b&6}^K z`6;@Z(16z^={(^PEa@K&bxw7(-r_Nm2I+Vv#0|0>IXlQQhuNkBl6fgUFak4dfVJfw zh)lH?XTYG_xh>BGx)@s?j2|%av{_Rm3idA_obIsX$7xI&q|3sb|0TNRWYGW+DAQ!x z+mxxH;qd$RzVsn!tB&Fm-m2#JjZ=Gg-|zMgB#(jfPe{W_f^Nx<=~iy%5#+jFZ3vT8EXopsK!_BJ^O>Jn4v0rW z^%o}{!pW7gH#MeyZXhO!@#_ch6u2NZO&LyJ{WeKR7)&C5X&R72&LD;hmYb1_0j)b^Hdi0_Br6W8rxrXD2pcGgf$iG)1IFQRq8ZywY z96~(EXtIt}abi0()M&Ct;f5gn8$^`?XO74s53dKAeX_aHeu7v%0apt6j*ys)2{E*awsq}fXYV8= zPfPwyxST=Q?9be!$w6t}++_W3A(3olAvnSp2VhaDF|zM-cDd|OSNvN6eeQu|i;;7U(UXjQ+?z3Jj01F@m)$`xELqq$ZqQk9 z35t@&NCNHPpIC3P`1?%|YNXSN>>&i|Z=)SZd{)^jjy&(nLu(IlmS7ry(PT+`9k$jt zt9=3p2fC;9-_wb_cG^N4|k#l%Z`g^U9^X%#!=xx(5ZbhY4&Wp+^*7u+wnWewP+ z+u>XQIV>#X6QA+TBWff=;1CGp*Kbc1{Ekp0LVo;|(6N~CywydeGQj!;+DDI=(qVKk z&YZS}97sBe_oapOoblKGpXRRpAL_hsYdargw-CeT z-cX4gQj|!$6{eWYAtA>~skSI8tf-W>yW~(32`$EXkn@?QxD{fYN~I7&iH0Y)b?f^kmz z7pO3$y+jouOTEc%&C+^sJ!)>&!kOYp*QqcWRVnd{XA55=wl-s}%QHcIqQVc5EW>Eq zA}DQNegw>00?Aq5U0u<-i%9kqdaR1vGsxzA60y1g^CXf0eIdb>DFxAYI5#=cf?O5k zcGS}rN6&J-(^H?O<(M#1F~$QX$2F{lSK6PP8rc3IbB&-HNPh5urxb^E+XRps%P(wU zzP_H`8aOymaZSYt4YWb@HHHQrHtLCB_p1AFLxfFDO;4kcPR6PIf`tp!ooBjuqyOMr zcMS8sEe<|m$soc}XC$ooDjF>cjZ48oguE~uDNBpFYT-wqcZuogyG67I&#z=fB*0$7 zGC=$DUnr1ju5I{0vV@QjI+1oeH7l{DKcu0z(J|D9T~ws)8r2A~CH|KZK8l@X$UF^B zf|+FtL@k`uYFo-X5#P1@%VpQEAHMEeiE$OgSR?NZUR5xu>HwK{TZzXXwnQ;SjCIi4 z$-Ri;G_3b&JP_5|-IHK?AZGuqGPa&|9;dx|1t>k}305vP{fxCK$qYFXMJCg9itg9Cl!LkVg~bC`c*U zFymsze^EeENlHvq8=Wg`mj{kyQbBB2tK5f+G+}Ns=Nx`xNr6 zIeMkO|8z)Tt%;%fMxM-6RevjsI=4IjQEyK-c{!q?alYY%$kILT0=5~EC6UKzm=5_( zp%@^#;WiN+vWYOz%CEISku&z?V=|tKYvOqbE)|rOYbO>h`Nv#=A5q@!a>w%3iCl10 zYIC&ci9$@*mWY_f}{&W)ZTJq1@G-rMNq1SKDk0FVn1kTl=|l?>}6)ymMWW0->pDur*v+a&EiUfea@0GEn~eY8Xj3{*#d#wtY` z*HD?Vm+%uvqiPFg4LHk@`8cXjB|gN~uAtBY`gCWzuczA1epeZL;A zXOe#R(MdE`^IS|e!|jYH+10z|ddC7I>W3P;0cT^*_CCedN6Y)-!ckv|55$ zsYb3iAw)~;8gvHW1MWG{pF1(SQf+*c+97hTc6Ec&SbgY?G5v)OMeA;1cNM+3TAK|4#!QVGwM z?63ENAWr^%n8?$ll!U`Hh|!c_gg`NW*9`ES;Kx-_^e;m$9~m+cSz%&Dio^6tIs$~O z83KS{R^&FsSnBP0Scs5n!DhqE&Q2w*<>mWpg~Y4_PkO9VW;y{${wTz}{*h8;0cXdo zJjmi5qF-9H=)4<>RzHQggWJpFxl}6?!Bz0Qqhmj*&~QAuE_Z|1jJEVIHr(-S^!^B! z>iP#Xyd=f3l|VJ*TdzQJLddK`?{F(5#4%FDz1WrrOL)De{_Qc89(Y-6!RcfVhXg;B zr``y{$v775ezw&#rtG)O=Ek`Je%YK7k3lDii;DLqT>4x#4x?@llQ|^JB`PqnRs(dW zEC^}9*;Fi1qzM`%4{(4ouEX2W`&0dH<1Ogw)?@=Ru}#}ca1QcgRb2W78S)*p%5%9t z04`)P$`%T47@Uzz6$C|cZ*<`OXk0^){^aot03;m&endyO7#*V2+qlIZEeCBuz)6D0 zkFX?0r3k;1n6WX>e}KMh)B`yFTcf082EYo<{ArXX@6qYh1H($BLX)gvM+lEV(rbos zFMdg9nJP|gax@}$ebGv!l`vjme2O+FoYK~d;7PNmr0@^DkXKy_GdS^aKZ8I z9?9F8Jmi*Y#f37P&s1A4h(^RDvuChf*Cq~yt5c6LP&{hOT(`{j2HFbTP4bD`sU^6O ziT8t3$|XSrpbu6&|9a3K1T*3{LVXuUxE2y|i9mM7S_@jBD9|v=;~ROHdPrjQW0Ht5 z92f~~!6JF>J^qp28s;j8w&Wm1VVILzC?k;N-+E$oETfkHEXO<&n_uf5!i7`Tp(Y#! zlOB;ca&YPY=9ddYn{&_z6!b*?35Mj68{$91&;miVraoG@M-oP)Eo9wNk##V-N@A-z zuw}IaxD|ffc2(~$nNgB7p^Sz*9zZi*ael_k>!=lC5)%IN6=kJAdN--kv8J@@N^dYX z{eZ>}fv_6>5_rub^bXn}%O5Uk_L&~_k-~k@1F#76xqZY_n5%l72=p!+rS(wv;fIKL z4v5k(@*v0XM}(1rXbzwd{?)_YJ_&sQ19939WqD9wp#4EdM@evi)u$lbU;w_GYup&V}P|kn1gr9>>rP091Xv3Rnyajgb zdaS)6us6eBGTMlBt%=xw2-JZ(7}qDDPQWEk! zXn#~~eI`frUa)*#J0tghkUGzg#f^FoCs8%WC!$DsF*!NSxZXx&IW>qxI}huQhdD^B zdL~bKH3rM90?*I?7$?6X4}3{~;DHj0uW&6&yz=o|qpQew@;X4NPZ8>X#Wg*jIk#q2 z;TBe4BODos7qW=qaBA-WVG=}Yzs5dx-YC7e6P+@B_^HpKr4p?81{jR_(pySl6Zr#8 zmGC?H`71m;j>9`viblP#A~rfmR3!3)U^MugE)La-Fn43Nu2tqC|DQxf4^E(2UvIZr zQSoWs=O>EOc7Kk_nC_XZJUMY%#r;?NAH|nRw+Y4D`hfa^ z)V2ByR*cLpsb<~ARz_3zSlo-Ff`DX>tj6oWjMk$yU8h)`11Hv-#G6~WT~^H1eJ*fU zu}*RJ4w2QCnV!G5_9Wk{t%u*i_wZSQqqRb$l^ix#6?ua?#y=D#gP!$)rM)f%M-o1HaXPn{aZ)R}Js$It}HF@p@Yqe@lS zhv1&}AT!f+?03sfF1#Q(aD{mhVRFcS6@o5e)w&w}#iOmiKJm#0$?t7vNOy|8sFS&wuK3eQQ4Yv?t6@ui0^$byaoXCDpE7Tnp7=K0X#Q!O@U z!)!e;Ig*0Qt*EFp=MsV5wr$%yyTc9>zLA}qtGGO%AAxhjxi7I9YGq)#eH#6Co+BiA zZ24|mTMod3h6j%rDklnhR|<=Wd;^~oq1h9L z$4+gY5=`c1w*ja_WxMyQ%FMy({XYi|;(6ZfdCpKl$MS8c9LgGmCjxM+_U+4t``3;b zi+&{Pf-@mb7JPeU`1N|KV+d^{&#>a=A4OjE8_%6%Ncp?lwBY#b!; zTrFy{T6Cvi0wt`W>FHw|-hFLaoDw{X9lG^j_MWwC?Mk$}9`S&R8)N?673@cOCTs=M zX-piMG#)&-T|{R%5Z>!GcYg7&ks;q$9Ng{Ta=CP4A(+5E!z^1<^`4B2NkF*hf**@5 zN6QOmaWrRH-1)-UF|=AiK@fFK|MNk2?T2gZ`>2{kq1yoR`7mT6cY97_X(C{)QBet% zOSQ=OjdnROV+bG*JWP0Z6)LnXNoc%*f!JZq9ddk6MGs3!`q_fk%7D2=PCtA}hnX3` z5QUGUJe|_TS7hS`O#3hN9>;(kI#Z-6Wg9d!p7ijmdfk#rOYLBJA48?~nL@FEN}OcI zUsG5MB8%866#go1W5tXWxrsif1hr6}l5%RL}|Bg4Z9 zIXPcs(i|pjDppjBrj$L*g8xl4ZZc8@qH~;R0D1O;*BGpvdVAg+U$Xsas;_qlPrRWr z2iPjWC^es{_>S^NqIpway|$19cJ11=gf44s-i-Z2%_N4O?c~Mz4V=g&5FVYzO%BI! z;7F+U%5=whdERQ4vs5LMRoLA2I{0`uwzejfm;XxBiU}JI4-c2C8ZM}*tu;qcgd(~3 z%3ane#S8D+^2!Xip1*t~pkv0{Qe2bZ#FDA8W3)l6^XioPb5ROV=pfGyoG<_RBDMU| z3n8KEMW|EJ{Oy!m0u=i$oiw($JJ1+C1iO2KmQ2VF)3V@P_q0Ss^-Y1_O%X6KzeM~g^XR(Qiv#d}26BI+LP`J_ zutdl0g4@Q+KdL{3#d{Joyn;z@Fky`fiVxe{Z>3?^IOpa}8WFScjs_Z!##gUWz{kW2 za7}Wan>SEDbD{cgwziRoQ--cxRXL;X+L6aR_7Nk6oe0mZUL09P_PrEh3!8tJ;J^Rw z03iEap#RhN|NS<{951&&_P=I9>EFGHo`3gQ_`{#(qtl<9@6&?z{eQZgpIa*lFeRAV fe>MBRpLATxY@Z3YXZUsyeFf$Y)^^Ts_80#LbQA?L literal 33738 zcmeFa1yq%5+bz5dwhAiS02Kwc3Q7qEptK1B0@4i@EuoY&CKjLwqJ)TaqjaOFsHCJc z2GSuZ{m*;he$V^<=gse&^N;Tz2Fms&;3L`$JiR!JW} zszjkIO{P#5Yb^f_|8ns=D--^=)cUZr%5uD%m!G?dzpt=5u4zr7(4Qv%EsBKFIU=%miCFTd*5 z={XHnv>HjsPuV4;t*YjiTZEgzi}%BqzQqe)x^r(WT=>#mcKiSR>i_f@SpBhUmmK4r zV~UE3<-EtbySr&uuB_os$~{xvnqzON$-~&+R?sHxm&JSM&9ij#rq;?mN=i!So@=aU zWp#THi;1egL!qNk+G$r7S=p^%61o^(9xM{|^6IiCbL;CiQ_fT3Z=< z#Lv&qcHv!D$-4@#GmATGu)6*Xed02%sTzIqrA3ZOfP8e%z>hj@%Wk|OK-?ueMRpOT zJyFt~2A6pyK0B(cn`w1O%yHDpj?+GZahDbc8{1JyN1Vt?fM%djGj11 z8hr4*9~c;@mZ-xi{h_3!`tGKEHOZ%sOioU|udi44WD=;tzijcE(#&&A6SnJ%re)xI zS5hL|@xf2II#N#H%ot&EbP*I^!79ddFoMqiVm8kLjFb43# zg$s?j4k;`yqlz?3mquUu@x`<{($nX`1IsSGAaNJ1CBLmad7YNwTYrB-fPh)gReJH0 zdU|@7r*$l63+ATc$ou@bRAVd6)Lo{!qqwxw z?5%$E=rt~t=sy$`6#O`qC4+@+t12Yso#iGvzPz~;AZQ*Cz;Ck6&CQL0PfzFb=g(6^ zMf7xA%Em{l70f0ETC`FO%LIZk!_A@t<-FL~2P#1FGWC26^LX*%h03#| zE2NdYS;Tzr-FqtI$JKp(gWkQ<8>gmvlg2)9CmCae1NIqtjU8xno6i%_aGd#3%&=uk z{DYkercLSQWM$k~wb`&g@c#YKn>Ux6x8`b&_13G0h`adu`$r8H%G9fpmuY^tIcKq-?N`aP#i}Q{meq#@2PZ6Jbw0_-$r-Di zk?1(u6*@X<<4sgd+X%L zq<(*Fq>`v3l%SiVhKE+hVAHy^7J1Oeoi4f|>@t-~7Kd$rqiSbGNPTOblYmkAmb|H+ zI4l?6a9L&6uxHQsoyO18(9p!l`t#D#(pFtwvMlw?8`>79!Ms@gf_yd;3>eeib2qgz zEE2q!MPkpr_i4DV1cru`N{u0KC7OT+ssCzfEckM5vQGJC@#BLi-n zeuO{sa}x#q>25#XY=}I)(QtNZtPF3~YN~i5W+rG{S;)V#Xy(fuzW9Cx@yT$LjW;Hn zEDIW#dtcvLCs;7iQ(J=XZ;^1#m7AU%=`0)XZwh3*^QIY-l_ti?`Ch9xUNhzV_+(d@ z_lct2rRsVP9gP-+^NyXt_T=xpy4jynqi`n?GJbnk7460tS!m5-5&jUU-EaNKljqdzE97?a9=`>qsC^_G0IV;?(UT8 zl9G~v5vS??47sA+C+@sCW9@b2#1qj5+-#7j!;6-5>(27Wnwpw*Z6gvnZ#_2$M#%@i z=tlf8V-a`$H05My7};WdE+EojsQpli^W?B0X1qUr(~Z-Ju62>-KZib(u_|z#EzQjp z4ICNkt}ez$>m;AL-16LuMa+~5KWS3^omQQmLb<(GdHEtr=A9Pn3Na>e=SbB)nfr@{C5 z6l_$x>4%770|Ntf6=b10p4hsS($1?ECC}_p{YlWGnFDv2W>WpuLOV_^0qHH(VZ_i( z8o;yRnp?JHr|C9%*0e<{hM6V)`1Jg&&$r#V zobRwy3^v{<5=eRV>eYILxztqtV5ALKSJ%c=lLu@rd_|5TmZlH`}gmW-X67R z>A7J<7_R2)=GbwHiRqp`eR_4h!2@0zOD}Pe?kb~u^9~e>yS6tnw0q8{jxZfw|HqGG z3JVWro=w?Te|c>-{8PNVsmpdw@$>_$B!TTgugH-5pEvnYHdC~ zOViTJ{hpQm9Ak23=Jv^YRYXOPrV>Bys3pr*b8O#!1jC`8M^BR`qJ;6BMW(pz=~+9` z=9ZLHFsJ3C^8Cy(vYs8sYSr0wwWLmD^IwVGoj>_~vu$_PG3*A@`o!Q^wS-vYu#z*+ zIXF3`xz!U@?Ci!FyzkF9^ta~a6jI`zR>)T|Y#3Wcp&a{j4637f)sd}`Je9JtvMyR% zr!?68_;QR{!c}K(ZcebDS=i>J$7*I@Kfj0&w>ix=mxma>VKW4k=%RipuPvNbA-ypLPn}%YF{}^SJS+#fkGpz$(6g!m5A>z8 z0wLWvtufu<=0(%uaix*&;$Yr{=|FSVhqAKThr6^>&o}Iqd%X8pQr>vL?G1d1U0udz z8z(zM+!%Wv9r0N0=kMd9y=*@PUGOOj7<-Pe7uyPgQlbYQFQN zSt}w+^OpF_z*&9QJUqDf@2@|-JK40BtD~cXQ&hD1bAD@UD^hR5juVfbBA0RR+$kmd zkmtUQ2~+T!GaqAB<8G(Uy&4)BQBE_h#kM@;VYXSwk?!=@x1N?Jv#N1we&KP6gEm=1 zLspL?yOZa{oW{G_UtXnMwJPm5^~sR0J+*QDQz1gul7agz^Am^4%F5(`ESL^hJzcwY zEt{^ErEE68z>oatf$IC)rOrn_V?2ilg{wZ)y@aQXLS|nd`vlmE>yJMUVy$Nbf(huB zd<>KF3k>Yt{rgf1CF8e6j1)@pI%eiw(oFou_W(lT`w6r|;@KtLQyt}<=7JrxI_gJ< z_Zcp|+{|#BvcHOY&bDeiYeP{nY*=`-&{OLK3F*B=&iL=Gb0sa zB=K!AtBF>u|{a6BEbr1|x<|n@sxKlJq68?vIxR?pFs^R*l!#WBw`mkhHWk?TQs2Q!2#G`bBJe zRIsVEi*Br{HVScx{9YCqcfR3;uua#!bj!9xU*Gj*!6NEgw{AV=8jPXJ&YvCEE(?*+ z$F!4xM(&NTU`8oHE3N9)b-MoXEWa_28#iKs6=me*ADRSQr!@r>jRo2+ZI)3KEF5BZRF<1HQ*qv`39TATnZ8U4c-qMRxPpTtN zl$^X<4564{uFxYMzP`TU;x1FhpOR1egwM@R_hOKh@*KxTzdca+P*ilptUj?8IHnc| z3kf#*?Asc8^9(3WN0mZ%7FCc*61<7N_ z7(VUfBY`v-MV#U@7^8X$HP-PIyNRSJ3Cu8Jy_7T z1(?wR7&m85NJ!{=O^k9G;L2lm8Q#Ogewm6d$(iKIOh?%a-$w4i1m8RrvwxU91ON^JrSb0yXDr@3M$B5}cFo zoYj&Jj7!COfT%6$S=OBa7_Hs2Gczan`1nQ;0QLc)nHw4ziHKHUf=bCfA-Eg9_hB#F z`Q*|oj6)Q`g#?8n!Kf#U`Rlvx0d_S=!KO2eQHnSLkU^gHu9uf!hDA${RS1fk=JQwy znh5g*;>9aP+-?B+wMGdjIBQrQWP(bfo($Ti_3O`xPkwvw9VLdv+qZ86fNB6cBIMiv z9|7WoMLV%F48>7dkV}=Gd2{d{RIUx+ZXZ8?O}t{*Th%01 z3S~WW5r5L>G{M4ovH(aXtU>UHLhw|7BAXSx1FH?r4tJ*!#y6vr{s zG>aCkbvsU+oS&Nw)?H1Z*zc+wlEtnhQV`pR2sXjAM zzir<>WkkLdlYMf^VUnJtVyMALZxb5qZ*Q@0Q?;^6Cgq}$|6)p^t|z5;was{+<|$J5+F{YJ! z>A55_C8poVe+juE&TIBhfsj;Vl#cmvtCIp&EnXw^@jjziqlzbXF59Q zbaUI=yMAh{*AKfB5vXZ2&+79PQY@3rjX0H~iqAY4nt(bUWnQLf0r~f|dOhx`D;Dbz z@krrRm#7ay?y4yUn#rEHq;Eh| zsAjdAfZ=PS6j<4J?re%r`GLZ!=iUA7h~aFxiz%7$pNl-W`S=E7C9bJsCNehI8*QL; zHUL_p^yS5r1dgMcmhnkH-|!3sh%wlMDMT$oS0JQlPrJ;|PS{niWbgj@lDFva&9XM_3!Q%yX5S&?4l+ZES%swtLOxpzCL06{_vi(G zUfozMj<%p})VFhl3t4~f%IbV#ZMTVI@lp-@=kf784vvnEX`KZIJGr@gv%NMmF>!TQ zZIA+#N-8K6Ie6m4-5v5lU445gnY;6MQgl|et)nE~7+hg8J>K5~95*%?mO1kKsg^gn zd3k=p!RGa@b2ARTJAIk| zHt(|Do<;3z{v9l?a$&ili-2Pf+5GtQ=hXaxBk(%qLFwgHOVSfVM3#+G2uU}Y@9@`W zlSWBzE2&BS5sDxd#Tngf8$}C?MDe+wXU(+j?9#t{{aPC?y$%&jTjh_lXU>fN{OZlU zb?awIS>P^Avi#x0S6JL;F1&gD`asV5^?T|HvyaFH3#)G0w5g8s3f%_Y8YC8WX;fYh z3JMCC1Wdydb#qKBpB@4jE>KA`RmBL&PEQP~J3G&;s^5L#%j+Ch7Q1uj!c$}^?O%RA zp;!qxD^M~6aweU&?cJ+%|Ni~P%nM;X^+|($7f)VW2~O5%!{tCeets2<oB=8w_16pw%&!jXVx9xFSPK1&_m@$OMgSf)G#;gtkf9hVSe|_H z+?g|H*8l$dso)1Q_Br;0YGXaM!6!FSbXxG#%b(+?baXIa0EoW#?|<%7I{BKsCo%n| z)7-l_EUIYahKyJqO6D`ftvJwPcUNPWGgl?woNfUHDX*SlD96}5a z39yte8w}RJL*7Tiw6fb|@5{ig#<6YNVPLX)ptoRM`Ow#I-aP={NNC@OX3?RN1sV^=5xEgPoanfZ699HMm!Ce zA4_uM!~()I<-VcLW?{=^3LS4nafMX=qWp5+qEH@#mYT0175gGtDi|I|nv4{;kn`?U%ceUhX@G#y~9_fZg7(!N@)r5G)Sq1PS?J zR8-WJt5<8|)cN`wQi>BT&!3OSX8<;mDoO?%veJ()Z}2S908s$N?@pJw)q^cKCM6~7 zgEHZ~Y5q($-q0deQLx`_cFZ5NiY*9@cOamFpX)Is?7CB>dTz6}s*e*7fpJBHtX{{yH6<%#TI?uggLix+8a#mIbGiJV!=c>4qb;^M`N<1McjmaRdB z07~sBssvS_o79UPGN@XmeL#^h^fzZIgQ^znH9&&lJxP_)K9;CJGY8iSf#|DuO9f{*adYXR_LKWW6kGmvz=eR|514O{^J7| zp1mrPgfDlStxoh|Bn6(EI#0T_?@j z!o%6{wiwM6LxOW=W@i(c5Vazrqd5rP0?N#1<3y=VW>Zq~M*hz)bYjzeDS~P1?Y>oY z)cYkN<)Gqv{+q`2;JqdRk&feiG5d_ljWOJUmyOSyc}BFAv96CtFhePH`45qLF{!nQ zx=oGa;NUp7ZaqZD$a50UopfnHFVFEkznqzSE!djFwLz9Bq8z&;{Q1or`OUO*?D}g` zj1erc1F6!`Lb&Uo& zq^sSE-7b=&LphYPR2e)Glz(a=r;m0Y538+aXk+n$<_IfMCe zU|)Me=4YbFIwe>=vhCaZ2kg@G;J?nl;_g;DfK|gB=mI$?9Q1zok7Cvgx+FG&O847% z(j;uRWykWZhBj53YNDL;(OE%aHdQOtI25bd6fFYiu_MH;8#qwRp;=Y9v|v~vc_WG+GmMVl^a)UFEG#TjkUq>`aZ3}lxOmBuesL$V zIWv`aFQ&6vgY>z7e@5jjswNPKq5{U12T1}4Yf`W8mH_^%aa0x+t%rvPpvBkt;WsKRUd;`R!XT<~Zy^++8;oLOs;CzA0a*U?>fgh;k-@ zm`1R8_&lBSYGCm$VP1M|Ui%bArBZrFuPs7ftfql^&8J#ShLgBOMQ36|wo^a-*79Wc zrW(-w{O3RICJM>a>_nR?_%X8EP@$)F*JFtgst+56yXFE2JT7T1Ohf3DKaZx;vejFX z%_>0TV9@&|X*vqn2en>3obg}8#?CI({G?4!g>O~nlK{&dz|`1e+6D7-)4LvzQvpKa z4GLZ6D!?XgBu=cE01^AdD_5@YV@YJ?62>NmVa2^a^!m%d9nn} z6v>g!ij0QwT6KLBEcaN&up3y!id|>*?jT7@*Qz&8$I;YQ(z z;fs)k2?@Q9ivT6}XT?k!9DDcd*@G;doL{$I-7p~X%a<>-&a(QbC{?i!rIl=KQde&| z@D!AM*X3m__t?aS3YP@zK7C~ls3FFFu$9E`a9O$#Z)Op-tG}&M0_X!P^z`1n--AH_ z0(n+rxz%7z@6yZF@cH)nGnELUmzYT=LZ!F()NyDKbfDzO79kIHMZnqxqEN(W70UCu?u6+0GBi66!agiQUw22_FjF-5zvz+&~ES zv=tQO&(Ar5T{!LoS<>bWB@PQx3o;4x-UyHnCeRoOO9n|I3QQRn$d`d9E%C?75FdyT ziwtN2L?8@GYh@9Uo;n5x-E=#%mFBN_?FWrG`;~RR5;{GhyOHaOq>XB%3d|QY$_cZ4 zL5yR&-9w2}XFxX-%`>Is(3-uaS8g~_>N)4{oW*pguS`y?;{)%(S}~=usZ)2qH2o0m z$u>Qg!B20BF6StoE+`@&BK&h-bFlXs4J%E+cJgiW$ha&fdV2a-++?ySw>K_g)M5Jk zJM}LB{M7$btW1__{HI?LY1}>$oFbW%g<7nf7qSB|od-dE02_Pv?hVqVC6}Zw3I-OI z0hGMtWgk7WXx--h7Ai<2s2gtoPNYEc`s<42Z)z9bT_Pgd2%6=*VFxWNEQTR%+ikke zxOVNfqTRlvK$`>E5ewc6%u~eApFg)HuFlvD+Xsj*ZV0Xo5$iwPX5e1GW=$yKsu_gJ zg_|uD_@nSj$%pdtx}-qY+N>b!a^8r8;%}U5qV>W88PD{8dVYjBJbZk7Y}yMK1xvW; zLFZ8W#frwFBm<-IX;pC1?z`GADr$Ai9@&L0=esSbD7yJrzg;}Z2$@Z5PQ5gM4B4Yo zF66M(@m+Pvn52+FNJU-Nx=xG6<VCdKt>hZ0!Gitk(moZi`k?93o zrfd@Q3+5t&Di{uIKmJE987KE9dQ9Y#DF3M3+`J&&8%H+Se2&~=G}`qMnvyEA%qR-_ zSSavzE(9|{?`rcMX(>BVZDY5B`hK(5+XmbpL_|bz3JR*BAS1Y$`G&gB=)3LS#wZ8u z`fuI3g(}TY#+PF&D=RCBfn=8v=&oDTT^%KWhzrxpA;>DEzyV{p1X7Fc$XF>LBBHeN z$&>d$U!X`~PqS>(!>9T1%5|h@@H7^<6(FX8gNv7dai{L9GvsK(di>&Y$R<5>^|ye% z2DgiTk43nBp}`{~Cs*sssXSV^g#KM|u@snQRTULqfKWDRQV(?Mq?!7$;YsSgPn2}j zJ2<$wNpvFfCm}(qlN&^)B?1;ekbZSuNoi@#(?eH@s^sA06bEtBv@JjHA)mfQwI$LM zF2@AAx9ICRBcnLPU@raq+!muph;raZi9AC-5OAW^p_AF80vfs^QmyT1m!jDG%m^vB za&mGEE1sBF4!rbZP}a&(|P#5!-NU5UADAAhx+r|><> zXIrRx$0Q{YwYAjyrYFXd{-u)xx#_~2vmm2;UoK-+k&(IGQuc=LVgnZ@&-L?;;nT%WqhV41}$3(P(szsOBh%Ff&Cg| zQXPpwQG;^;Bb-PAdvARb-|l;t`qS!D!2yene>&^f_q>>ZRG6)fXRl9$mMv-CnEHI2 ze#HvT(J==8+1)#KND|dzUxjFxyE}#Oc_ev(!b%{@nW<;$-McGEu4u}zR7b@;TBEGc z4Rsm>Vhz-jc&yhrfC?Yt?}~$NC3F0ECAdKBN<-^-)NvdLtgrxF;dwYeZGZb;7F71c z$3uuwki*KL1F@D>($8!5jw33OyFk_82p<%vyM))TkD`u-UK@>KT(I~K=wZ~Jz}Q4b zA?74fA!3UQ4$)9gb1&cY=&A4_&7%~KSL_t(arsf5gemrZyeG~r) zLXF@wj6V%4A%U7W{bT0}t*SCn60np4Kor|Gd9g~k)@tz*uSHHel!O#8JkVXfLo7R! zva2BP@O4^4Ev7dz^b>qKN+m(kkO6 zPyb$QI^xKwlI3eig-X-JqxkF^V4#V$EZ%yAeoa%G~0m_wo1535axV-M%Z z%;bpR?AfztVUj7uEH|WXzHu5-)HrNCP(jl~6z0ZJX}v6kq?vBnlwM|IZ@=HHHrAke z9u^j2*ntRaVQ6UBcs@|bIuh4wC~$KNw3Dj14515^H2GZA`wgiDL$Bz_9k?%Aa=sBJ zuM_n2-rV9#CTXXcf5ZIMzYO_2;0(J*P#-8apKx&7I@PWru2V5=ChzWTB{Y0m3zTMP zDECl~xy?_v#j)%Z7uQ3EBxI$W6AC8mReL!BP@zBpfot|mV(le$YlMb|uJ#VmuLde@ zw<?7(0Ojj;q6E!&=#z zI@_VI5+xd_D+#<<;2aD;^}uSKLsV3w!>YVo@fQ{Q6ciUiq;O7oT6+s$Fzl07C+I|{3QnKpW_m42R6+Ric{CtyZV zZc_R8dESCqnXr)I3}!LMn$P3N!aB;t<4i0vf|jlEVN%|vb2F1Y%~>hL0f`ykFjaPw zc;pf+jZVnR*P$9DwqH=!C%_YpGED3;4jp?{!z;akPcOB}F3qhht8q4`ae3-YKTXTv z74Z_}`*&xaYe+F5=SrjE&mqOEQiMzcvxKOq4p?fMIUN?kj-1x%?&DbNDyZV(>h4J} zTf=2RiX>3Pgo!D8wC4!H4A4;G=^E!}e^!+_Jt3$*bM<226Z{mZgi-a11iiA&Dp~S$ z!AdhEciCyY?;|WZ3`|UpZ|+MV0|LPWfE9^GanxvDP?zz$9xu$O#IFVKFCoHbL6J3P z+s4`Ez?)c9$X4Jg?T8%Em!6=LHJsh^-YrM(P-kh#i*&bn*Bo<*umpF?MDC{sCzOpDe@jC2AHM6j!RAI3D$KUIF zb4z5t&oHUpk#nq^j@xa`B#1Jh=GM#$XQlla(+Wht30t)nGDNlDZ^sKne-fKH6m3qd zUIqr++D1`P(HfWu@HjF^m}w2;#jI||!{6Q$F&8f5(;1d?TIwOr!?z%0k#Gd#SZQJ# zQW{~afu%gQYC1Y*3z|3D)M{BCB@B@?!CFQ4uL2U)f)71EoA4LSWtsUbf~q4eZ6-IMjE2HU-$6ng}qsg z5Y;oovJh-!pfvH+2n0bjz*`_t)~-ip!z}g!B1~ZsrkyQb4VG70z_ccL+zrK>ua6Iz z%{Z_Is8Lm5f*JdC);k7IO6XYVfy8Emy2=Fh%&Cz1NmjA38f8#v0|ISdNworUlMrhd zb7H!La|us`vR1~lCi*@CUF!#6`GODlLWs@YDK{LaCnSJse>&iZ2kQ%Mkb0p0Y-<&1#B@0^JKHP!cQ|> zFh4O*ZXZn>`tu_a^I>EmeYV~W*@19FxFJ%Z1njp=ga*mIXOAM7G~>_^BeJ~`uS31# zo6i0ECOf#_uwDS#1o50Bg926g5IGSPVw_EP6|u&X`+{oQ)VB|=VGvphc=B2Zb+(^h z(GXliBr2k2^&W1V+>&6V0&^H<|HSj>&vEf5@X5tjR-PmRi-PEnqoMP!277zsu*TG3 zAVO}fyFx<;sFDPjVEXp%rn)s}CkgIBfkF~FI9gRby(fgFAO=h5l+_TL#;^j-P&5;B z0#J?Iv*=*F=c;mvGu>h!V#0Z)P%NHT9Y^O#|q?NGV$r_RNuhVfHDche0evD}C zc%XXVHqf^@+`nnCIuBjWpPMq9?Ua~T1gw_v=S=`<E+G$ z=EptoPMsgSuBrF>qx90>KO1W;)Oq_w^X4zgrBa?f0zObeQ)Dl%8y#rThDM}@@eo*A z)Sr~xb{d~##XPfVpuBiFPbLo5yI5qNR#Y~eGQ@b8 zk}0pQZI4C~yx02oQ;Q01Vb)Q%u;A_0CwcE6(9nOq8O++=Zc(N+j1*+ZV05^B_byLz z8#a*TX;q4qf%8sWqFJ1H2f$2VaT)nv*=G1C(nL6Cd9x-=;n9Q|1#w7APtTX!hUE?@ zIi{_#iL$;GD`Pz)<98|-cXIjlStkw){kw%%s;^zYZUQBZU|`aYv>BP0>bG&H+gf-< z`NxK%`g)*} z2#Pqj@kUAsnLzNAYv43;Z#n`>o=y7B20qv}*= zNz|@I1Dngx%Vnh92oZ+|7Jm{)5kB(#*cU7x>u(Ccx7AVNUyr(1CGx~3;$X!Nu=z9y zVXl_6Nde)Q6uK|+2?xgOBIaYHM7ovFHC{7Quih*}u8v|a28|9rHg9O^3#NLw0j3FA zQYVOAfDR5RfcH8W!(-apPf07m4aBRH`4nT(Lm&rix`-k>?p#0QOg_;f5BXFUe1*N; zCaX0l1~1sH;5b7(QOL(J2ztX~V`(N8tj`HPGIJ-*O^8IV8o?g4enhE3lv{1}-Q=UX zlrAxd@Tzq;beHqK;S~INzS6Z~mc}B^F+!pAK{`)0n?M(eMZp@9i!NRIxr&)O z6SQB}wTG>ZkUfyIviZy^5doDV`E)a}LCpfGTUXZxtE{o0Vcea42V5h!h)7eSm>Wx0 zM#e+}FO`U;6s}%WryCDqL$G@32r->iMPzJR2pb1BlW(EmMJeqsA0lpEJy*h4aNGxL zr1$O%GDsB4d14bowfC&KS%-Lk>(cxB&J*7Z7Fyl@-}RCZ?1{-2HCpCJCF-h9P8o|z zn7Y{IuO;S`MvAtxYbHc$P&UA_d^&hrrq$=e{cUdD0&zs;{Wok{h1&+mowz?!5qXww zDpg~+W+I2OsE*kbMH`X$*hm`-5)@I`(Io7V2DEl_;M6bEe2NN zavoA!LTJAY@8&R7Ylxl43g$qzi``0>k1wepv_ zYCU`F;Y$;zXsO?Z$BT*h_Q~sCePy}z=zZ|yWVvFc!l&Ndcai!=`$q{9=C$eJ=E4sy zylsehdUMUG(03<-4k*G2Sk6m*IxCM@W<~9^?WSfGQ(`h(e7lGt4pKDr{r{Cf{e7Ts zu~p~o|1P)l_cG0Yn_HX@$#e3)6DvO>F~>6SM|=DArMd33kzvxluI9Ct(k1~By8MAB zMgqmMH8y3%86=$6oZb~@8E>{fWk{)4GRC{FXMa&0zkopXwY`d0k~X}ii{5T;=<4?K zD@WYJgq58Ka-VohdHd}%GHf0C1Y4k3$jBshT6sJd|5~LFCI8GtvSEMji3r67BO|4- zisP3b@RZ3S!)5M+GP1G{S}gplyM3#>`9-L?ys-G&xlRsygG8MO-juMy5{~3{0WdUZ z9oZv7&3A=TLQ2dR!-ah_wkl{Ur<8gv;rp`o@WSfSV50f8!v70*wEma!n9NVh^S|@s zc5zaw|MUW+Qc{)_+C%JmZ;?^bZS$eqCV-hLRkokK_`=#ZXRmsql7E9@yTN*mp#Wg1 zi16@73!%L|Y)i~)Jo$&Fdr|Q*nuf)fH(XfpYh(X6df5N9v9ppVb_XJCgYSXc?D>n7 zlrk@>QIryJ6Jyu@3hEy{2bhax^ei>_iBN6JJXM%qPC|ui_(+{Lcki=H8C@TgbW{IVwqH@CgFg4m8M$8FK#T^&n=X}wcj(DG? z!<#hw3!&O_Bs*844Bs4>dAY25uZ{8eg<)da!%Fw(b?hQ8$W`t8hLZ7saYEDd}dK&}O>V^rt zdZa=k37#));J%*9(5sOr9-ry+fAomMza#>57E=>xIu_cpI%$q&VYRQNQ46!q(jh)( z!tatw7p5ITLo$sDfk#|V`n`rPi5j&Gk~SyghJmb3mb2REaUgVanpwRms01JRyM?5Q zmYA*-6+?-~1gc~;RD;d@`>7Wye7y7#^Ha`GfD+#;LXyDy6JzFsrv60xoRE-^Z2Q4P zV5r`5kwF#MbvCot!y-hQ4u*z?9GjfRdf25&uTLXfMbe~0(H4*`7KI;aN(6y@E~9BP z`%dbGj2k(Ub2;GogNrkqh|ll>>e|+-5~npep#Xn%5M{wfb6^0;qY@l|>1na4mLruN zj2+)=o#CQUK5?Sdq^UPO*zx@-)Viaf*k%%o6=Y>a624s&4#uB(NiFIn!-M*^bR?E0 zWR$6X*mgGGYjMdPQqmG|0pTGVPE@#Cf5uI#tE=|{LDj%)o(OlAs;a7kfWCu67TmE4 zO)P8Io@sU!hiL&E&P6?M>Wml0Q1^dt#rvRzz;{CC+S`MdJB~rNo74@9hL|F7Y3LMb zr$7^Z*oFtezr()@t6Fusx{AuijD;ot$WyvGugjTtQ6G@pk{v=Rj~+d8^j}fe0CW_- zF76lHd*r#eEk*D z(a=Rpe%mPFB+7#R-Q#F9t%1HoI^W@yP5C%{7j=GGS{gZu;CaG}7fR?TBAtS8JeBwU zsIICaHZsr>UCv=t7-SWIk<63mcX7#UHzRrA(UQ0|#KnX{a-ZuQxB*`j*60vYL;quq z*hF&}IP<)ba*@ti9a2!6n8aMT)ecLbiiQSG64Y2zhRjVf5!ckE!2;6pzgWQbazQ+8>{T$N@?d3AqO zj6vFqdHVFA&$*O_RH*5sZB8&y4t10&U_P4(m}%l)A_TdQ&)TuR24ytQKSxDe{|8kV zrBKQ@(5P*P2W+?6Y+T^9DZ1(3_J92N5lra8tD@?zu5&{D8_>v%rW{i^dsYqSQb(P# z%2Ozr>3-4YN)$h~KZi~ek1vUd72T&4!X%#O-47(g%`6y-isOr80)GM$)cn}=c?3Z=XFT2!hF<)4r=}|JN zpqHYcT^@#E0$mfn=LG}VV#33Zf+Znld^!0Bt49kpUAx?gFReBwPYLYxDB9{#bfIw^ z`wgC>NB0(>U}58nJQ0z$pf9B&Ha52B?(}aoG$v>VA><%bo*fbebZ%B#;ubJ^?k&~j zfvahG_(s5Of*OxTH>x56F>&{~PId1j{hU6;cBkw7<4tzoi<0%&(H9$Uyy3b=y|m>S zhF6hS7ssu+e(hQ`3S8pNXi%hni^98c!oZ; zY|vlDg??_#E;wF4wr+F+5GN3k0U!Lin&`-CLivqVywkfl3~h#JiBb>{5bz0y;ll)L zii?}O8j0E9B92iauimFvJ<5?M?zdRfBdU@l+SS$Nm_ZNfQd4uK!$O8Xz~KM8;4|=^ z1FuO@3c_A?ays##XtQ(*k0$LDNzK9e{|JoA;n|3@`UF#Zv;$Wcl(` zKn}j&WEmF|^HE~%2R(>`sK5CDastX20$DGiA>gE8lLn-G{ExW@)* z*YxwN>)FE}xXbQ-db$wH&)5;048`3W`RChlTMo-3PhLd6;0Pd_>l{h{a{F7t$>su} zx!2T>a}|R55!0aoJz_>zIbMYqIg(HO4!9C%k^R1Jfw`edQ zLj88UISUd0z%8sZC8yh9%7bv7ty6ZJOyApE-st_@4 zn#?nZvTNF!o7HfidRYpOH$H_R0@8tihe1T3e#7eJ&_0oa%2iN}vAqHopem*P%Hhkk zHwW@2^a#;xkS=`ngT(*yyY4jxV`Qv>JVKAN;!#)l`P_k*_M}+F~ebl7+ zcL&<=G4nFLqj)1hD@3k98Zcm3s2tp_$u|f!OuV)*6A6ltlfW?GG*_jYH!H%33$n~) zVg4xYbhKEAIJ(E@dwDQvXv8g1f4cq3OZID?(Xp{Iixw>+mLH%taz@U+#KQ;B-Mg;p z*E(KD-VQGM#~?XyC4TzP0x5{x1tOq<-NKG=r(2Dm1ed#CWMRAuX*_-A{GM)ta{k6~zF>Piu3eUM3w(e7_wFXv(X z9fCD9YU!!k6?GEuu)>AY^~7mlPda*B&1Qc7(8{q(K*+PMo35*?i+%R&FcNNTVxroy zW7nH4?2BgCF3f__q06<`&f^p>a)JaseNslA#p^owa@^{s%i)VaA2$&JMuBr+9zQ_@ zM)i?}*m4{gAiS?BLjgSrQRYca>Bs>ot@fyFaY)$IpkqEd#T)v^9h<0uxpUBQLAB^v z;A<@M%t2j9n^bCWBnR9Z9=?d%4oS!9Mz1sTwi2s3JA1?-)^+42D^nL3oF4O%1u|m? z`{A?gYhUePL%S@_w!_7vqjy_Sc@au76K(tswjDdZ-}PTHfSaqjRl9Owx5wXD9JeBC zv`Tgim2NLAI%DZc=#lgB4GKChxxnDK>mS2t{NvJtX><|>;9sRj^dZ&_)G_RSeQjV+ z!AW1A?`LBl$I#v#7be#H*J_GYPj3BBH3bjrkN;}TU}Q+uHYn~X&kBdv;N-o|RDD$6 zL{vt3;3%{Jgbo&+TKyLSYdh$(e-9$w`14L*vkk~C^It%^e?!^*Juvzpv&c+ifvj$q zL$n6qfBConVD%rfRQNo-2M-_a$Z6q?s^*NUHnF3wGbjKIml0=o(60_E*G} z{t2$4ru*0I3y7QY4-(IxtmRuaq8ua#efe?*e(p!iMeA7yrcRdF?RvnLuuCgWZEJ$B zu>!vZYu$xMH|)1qsEJmi(S-E%5DfOSHTxGTadB~}C}}>c90;XN@p#M} z^)XFFHiF|#-^PbZYFd##=InBIDl8QD#dLZ&Ip=Q&$LjKm6pt8(xbKF=?#F!Nn){Yh zcsTxFfQcsQJx*1Sp>1QKZui`x`#txz*M{bfD>MzuGcR{fm<5KjxwT&Z5?G zZ&=ixLplR8nmTNR@u$p-8mNc%2sH?O(0$CU9#cXB11--bIaqX1ca|<7kRe4>Rp4nl z%-<>3)$pWzExeO??U$1CZ!_b6=Z^l5(b~I^aEEmNy#VoV)R4bKp1(l?3&HxYssH~k zAMigHCjR>FW+G!_xms-NbqRq={65@?nTOER$DTmZcs30nFNvIQ0s-wtUfkD)wkit)cA8H{URdVtajz2V% zS{ORe)DP(oxXuttl~8;*DDp525djizbDJg-;^S+=yv1XIL*N~bQ3w&&f{Rp0LLFq{ zK<3xgL~#XgY#dEBf}lqu9y~O(_y3TGcEI_E3~-hL2jK+5m!I@>brYcV6RH5trjY@@ zh5Bb`o^1L~KEONF)VIC7>LTR=YtS#TZ(yQ7qm8(%tI0WBkc6duU`Yyt8^jDoX31Nm zrQ4H5EW6dE#UcaW+3w~xpW-#Jm@*^oQ9>X0Eb{R4HP07D1X#Uf*-{!BPJk|-Z$B=T zXSWf%uDd&hn0Mc%!yVwsDxrsd^Gs4AW@cvYYXuw|1RZ@Jogcgs62A>BDl9PjNPj2Q zxM`cTQu*aA46J;0?mrj3?JpmY7jimKcAJ0?4KU*CUV!;vXJ^OBZMm)E*=w|M;L_|S zy7((s783&`PF(|Ek#M&kwuCIS%k;KXQrgc3iODmnxXrXl^rSF{m^`+A{62=nH8Yg? zhl%kFq-%A0y?GPZtxbdVp+}ZwwG6b)IxlR)v2>wed778o(juti8pAX3|ombkg=N$Ix>MOVD)d$z1Tjc!uE;&{1v?_K*|LEl8%07;V zzk}G~ks%2s==PszjI`qbjbYX8{tF;$ep;cvf0>$cz(h|??VHuU%$3wM~0;g(SKw~FC2Ekn7l)0LNC)T zGaX3I>N#Z@z$$q;B_=xhq_n}U!#N&Yr7VVaL6WsfyZoL-+MXBPU=U%z)u2}OO{!xN z#l0=+FV_=4gS7?kw*c=No%HjMFGzntj}?US7_ebxaL@z@+s5LF$f0lKC^qcP52dC2 z`^4RM;1ZGF69NL6moO?O-q1Zk%JlrJi%X<(0cE*34qTAFU1nGf$7C8Tq9~3$(c25x zl}|W19OmPvk~UWU?J>)%Cf%q9f1;Xh^#1NuJX=5z~D_o|8DN z2pW+20tq61ZGi*5RHolKue$4*_9NynMe3~me0^?;B~U7%R%?6frmcbU>ou6UM52$V zF59;~V8>t09)&VvL1fN*tZcOnFD zU9;7+H8!hZ&XT)#Mx_QikFssMSCz=VXH6Xa`(w^)+>{(jHyKV{`)+SApCF4H7+ zgOU)Q=sEu<7f0n{|6_RZmh0M3K+*>1gt8LBxF&ZCFnUm;$?*O?kTCyzwl+)MDCI15 z{GENb*KP#^>#%v)S3sbo@4(PD-i6a}DDHn(EC1`1v@nBzC3G*OaMUVVf&S)d8H-xL zEI#_jqVn9?={W18@_)tz|8LFWjHm1k8as5;uUj1KB(}*;;1hh6DqX#(ZFnGOum>df?uF-kdJ8O^JwNhy%Gp9Xj^xUA(l7xt zAUB$4&}a0gD3N*lHf={|XD_ji-O1boSi(#j5;IL>&KVBEX`#i|tm!F$zWP z7g zoIy&%H@h5mY2YW){Y&_#uSOI~{7rj~_QiO^Ti zNoL7tO29|e*3|_t)9gmExM5>pnc+<5;2<9k2db^9dDn6AG4m?-Tk?5*#W1{sJH8uE z;kAm&Pn4CB8O6C82ySBErJ`VTG`?L!W4MqIAHV*Hj*R@SE~Sc81@0y$ zGE$OgY2>^D=)vTCR3$*ctMjWVxnbGaT96)L?9G8%3gkwP;3vo6K$*(^>Lo(Z@aE~A zY;0Z6?(kNjr-^h~cR{JCC*8JilgELvcN~7d6NU?Dx@gOWR5ywB4&%p8NliV^U)nR@@V0Bk&weI-?AdtEVd zL=PbSPH5ZfB}X~J1*4*-7WwP!kD)J?H0{n%?PbXsNU($uqk^u@$75t+TjWm~;&fLT zP?r9yS;gbYF@TSao{+PI`Elq2vZypUK8v*Nl70bL1W5lMxI-u}WaE-9=EmgHSJ_DY zkc}gV(%`%_Ffx+$0ffP_2VmVO{%G+A_w4#^IOF{uK8ysTSkOAIKdsbPv!)Tc{@b8S z;3M%!zxuGqQAc7wUaup&3}+S)X&3doagSAl^|-z?1PQ+ng3hw1k@ zx}+C;d>*2ZIAXY<`t{B=iNM_0^G* z^u>$4(n`26n+a};JfaOu71BH5l&MPy6g>awDYk_IIXMUCWk$o9M-F7hPby!$_~ODm zB)$&_ryErn;MBnHOo-0R{Pc)E#p2pgIGB)gdKkKicLWW@X-FhxkM~KDPD2KDovqS$ z+kfLR#xlsp0Y~WL6_(x^MT?UPJc0DdNpi=1Koh7aDLsR29k=Q#Y#v^NEhupM)l%wt zJ>8LkgnNLV(S?Ig1-;gwR3MwhZlE~^2h}D)gjB)rAR%2oB+9`^EsQ<1eQx|9iY81j zq8v^?5$!MA4hjFrjg=p9I+&5%6H!fKs35;E11vK!LK9YljxU!SMPv-6dkXr24V=`y znBr=DFq<^uj}jyhG?kqTno(0%m-X4Q+5;0~dVX1DrYMW|564lMCD2;`3>~i+EPeFM zdyQj z=lpBqWg9c|wXfB5TZ9AzLX zF=f3hJ%oGCaNO81chHYhH}K2J$$?9=gQJwmR@*8s3;Bz4-XUdw1+NhQI2r@rTAzzD z#1G;u`rZvb>$dRtWO~4W0kP!LyN_ZqR}pVNeri_T%6k-M54-{0vf1iYTMfjH#oFOa z(wHn5Mz5R`v2ly>4j6~<6(Ym}$7@X|kuf&xHflNcymhQvMt)SCnRIaEyK7etL`_PH z!3WOV$0udnb#Dx~iMh*=Ac}OBEt#vee6rV@4J3#%dDde5BeO=xHbT@Baae>}b#_z` z`Ps(5=h-83>wXz|Zpn-pJI9?;tn2iJ-ZP8P_r*Q>^l3;goZ4Ds)GEr@Gw+JCpjO;W zPlu?nz@yOXlpG-t%Ongjj{;8#bIc?p4p9R7@}8q1Q^>o6+h61rL_Ftg=z+Q7JN77F zReP^&{n5fdM8-qx_T?L>CAnH-+6_AuC!qjcF$NC#!iiVPZ= zh~g_EGFt0$ErMvP!1|gS-LP_pbAlk0EY-P>hE_3J3jbR%w4rXkzDkzeJx+qjA zc&Ke0?-8!v8zLm`HIkU16*{IETb#8#f#|TnbKx3De=PfO7O_s4-oeqSEzaabjk?vW zPfNsfViHGw^sn15#wvpbr42t(KDyQpWg}6;{>;$+I2jVa7X;F185-7q=PUQ*2J(C~ zcm~(4@o#dqlVwf;9VnoV#*kP8M>WmG1uqubIG4}APFj>qsH8e7(m4=~m z#pTp~nZJeFH>586^7t|iPD&x}Fu>S<&y$FV z2!TaxZe!6T!Q?zc1QxFvabZIndLY$d;|>4_y#y`96D8 zp{p(%D(MVmmOZpfj2I z0_XSXiZkm;=mM4qNRhpU%%gQGxetpE%o#LpMRHxM;hN`RV;&iF>qn$l*+*K{#%ydjoBh_Fk#eVh?b3Hs48H0L<*9#Adi%zA(iTT%9vI2M zsZxpsGai=gCfe7V#N;eGdi=E4Ili6GY^#)|1&xNeWENx+)=VFAKzaElsWMe}tmlKU z_;vrH83p|uCkCv69pN; zksCK|!ZRI!ZhGQhQ663qme90a%$yj3bB=+{`Nvy~`|iGR44Qh8bBU~kK>wHp z<QMHan{X}{~X@g?#qSgsm;YsOi*y~uG^YiVB=eNy7}!a!^tgg*Up{Eev+|P zV(cR>QzA8n+_(fKGYQB#G<*KA;+y z+@jmat+M2EQR@yZ+fb&BvnE?m^S(C83i-HrRa}`ECHCKx`wc)w?@Gsx6Z^RB)%BdJ zXh3cY9nI4UQ~p=-DS%LcPZ&U8uy(^>%<1Mg(JU4+_JoX%q|{;5$|BQO-6@($l*Je# z8lvq2!{p}VtjZ9nlJAw%)>%&Py6OY&=@K*`1cE(ZmIiJ|>< z8?};HNMd9QnFAt+Ix-9D@L~^o9pac+50;y6SgR?J311-zNf@0h6y-lRCJ&XmB8J?d zy7T5V*URvY2D@G{I4c-qS2J9WyaFs^1O9Zib_x%`mH+GHu?lpPn8%cu-@&*b2oE<}F+? zlNZERaZX(AjcJ;=>;U5W51A;>jI<)<%WYE+(HVZ!9~h20cMSSwe{0MV zq#x~XdeyJ3RhB0V>)`>ntY3Qo+ocwktjZ>4=b`)?laO!a_}59-7jKRe(6#DZ)D4Un zefaCGqNP+Xwa*tBF4Y5Llp`2fLKYDlO9tUR9v%(&ma0oY@afaH4}UQb`!5NL-;Z?* z$R(>WF-L3d4>{UKa3>8VI8xxN_PG2^s1<&ZK~!yW_XFc*<}+sQ~dyuz%t~`6}_8Q^d_%Vw&5f zI8-Gk{D+aG8)--~cK7vo1n(E5I4SmV}B7a!NNIr|S# zeya%J>C1=v^7@k~z66{PJL+S~n?EPj#`Wtnt?Or_$`K%M<#KOQy8cOqJQ3kOS_x8& zAG+Qt;{n=W@xzqCT1>`?r)qA%FR)y2ghX^+$O^GNM7=SBtq8=B$4WkYpcA}$aM{ao z>sS#|r}Lg`f3E}{u(B?@lq{mzc9(uar8_oGO3@CkUoWR7c;JW69pGz5&66#Mw5izD zc+>rGqoTy!b~Wtw1gF88+S+H?Dq-&beN4UqoG-%3ZPOE@!H8>n_3G2Rx2xrItZz3H z12kfGb?rZPI%Yy2txZiN5nhO^p+U1RN)5`W4Ez$_tm%izHd1QHd2HZ@?^3=Zvj}Uv zpOx!@$X){slJR4ume&ffqcbLC*xS*#xQY)B#vKnv#-<$Sgtxlozz$s`LP{|a5w`lx zHXNR;qtCS&>`%>5S5I5NX<*lGcVBg08udd~c<+tn(ILgU=d$+c?jJR`u=vDYyIHH| zyn6VZzD>V-%D-E~d)u_?_F7mOAGbQgYtT1Gj(>eZ*J*N1>xZ;!YZF&~C=XWDHZ|UN zxwgCdv*LGktv-b%bzYdH4v_hZ(&8g{k4SwQOEpr;bT*EHmqLFduNQBRzi@%Q=jITl zUiK#1e%PQ_{&mSQ2W^xB{~=54{(U)5?oIOt5^XM1LWEpS`xNg(U)jryxin1HQHC?vQQ#>U3M??Ou&INm#i#+m+M)i#0~=8GlM z+LTJ677)Z(;x21l{>Z{*LX1+R2H=~svo|P}_&9&FDSP-7@IiA3c>N~g1SM?!;s){3^4w_iGx$ zcr(8;!)H(b{6eqZw(`rfe8F%hECk3Fxh z;hoIe)a;&9QkU4Vd)SbwFh^ZM`p#-#sctQufb3moD+UTQ)$L8`9pX`g-Fczd!&A(CErd^LyV(yAlQg zP4jO!Hz<{M-9$Un-SLxSzDXLH{`yS1TFw2*F^bU2q>PLG`t;FZe@c_ z%X1JTvws1`(yVhW%^dV?edesdy!4S$_~Y0YyzO#)y!)zLRYimQqqm%(L}Cy+LSH}F z+x*W-INiR;m{E1D*&)Gv4I4%p=N-sJ#HkaoyX~XUA^oU1v?_5esajtl6V(&X0 zjU-Aqx0knjyi?P#QT&QK5q-~u4SOD}ed1GhkMj~0CAQAxgJv3(yLdE3%BT?<=QNik zW1!ut?z*vS=uyXl--ed0Uflo6?=xfF+VAjN=8<;eaa`_X&wo%rNxOv#n6ZryQ+rPp z?Rw`9@(w!%@C0pXBo}lFkkPb((o%c>-doVL>8+sY{HDxmh_Y90Vv1;dYDPuF_~{*6 zb)@Q}%iM0~4!kBZ2YEeNvwizD8HE7Z=X6w*2}@KgVF)eTl2%Ztwro!=^epNkfR>gN zFk39FL_|V}TW(>2khH+}B*Akj;Y_9xs9xQ1BFd3f3Yrsm=K0-zJ>9O=ijNil9u`%O zO7&veZvHJicWJy+OX17B9X3HW;MFiYe8L1arCVc2#>@D+x@HS&UxsRsF5h?ao1oS< zCPV#mF~K-$eJYiPY8GZWGJ%Q~nXM?(Ap3KH%a<*S$ahG-r@hU<<-oS8#JQ9xD(Um% zngtKZj;^lQ@oQ>oBG!qL(O_5o&SPhHh4Ech@vGi2NWluFB; z)Bn`|hw!66V-jQJWJm*fG{hmPOjmzgWxYPUX3^P5Ewu3HG^;LMx@a=ojg~*%iEujo ze5?8r6fXlQO>1kuYOKq-C18ZKOv}L643q&*}lq$A2t_Q*=`u>#t zjh_KfPljimJgF;Bm)42ABG%fo46o4HGDdpR_LfG6{NhWyE_67jKlFTNk=4FuJ^J-~ zXY^UX+o0ze^UT$A3pwli=-Y@ORt#XClw3w@G;Hx7;x{!^UW62eA||A2($~n@KKMPJ zUSBg)NZj(c?&R_H^bMRA>%IQROWaRZ}YQ6*o(UhLzb(13v8>~U!r6LuE0CE@GP z{gR;jB`(#tL)SaxXHHw1qxjJ6oQ0yo!Fpuou2AeNIX*OJu8P1Pju%Y=#p#PiqMU!A zK5>|7M?99(yz=t$j|?6>IIZH#vL8Nl*P43n<@~hv(`zJ5(sOdJE<8)}AHmMy(gYad z8h?z+g8SD~rZg|Ee(rPVT4(()%-0>eC4R1^%a%!{$1$Bp zXNCC2i6Yc$&8PzaV7jF=Y7=joP5EpW?GaE;Vq5FQXK8=+zS7EI13Oxv;G`^yBn;eM zzu7TbO|AV@li4%OM#$Ci8bzrb`FF%9hRi{U%%6OoG#sjUT#Fvx$=q(1@p#H^8BbZb%m9P1b9B?zyw6lfwpC)IFxEwe(Ux+^CUy(e3=PV>1})^$@A- zNqW6lb4A=}hJ%>yh6G`Lptykn{L6mH4Kr{O&08iX2?XXBivOsG4>8WYGU!q_1+I@W zLOXeAY-Id1nP+bY;z!RrIIaDTWW$Re)VnWomh)BKyC@bp_4d7KkIeB|deGs+r%6oO zSbPR%KY4PdYW|W~pgd7VXkp1yelX3MZsC94Y1TkbwZ>tg%XWk=4_TDj9bnEumt-Dd zG^KIsp?grYW{6}3VFdl3z-;q(amm^WzEPIt#*HTkGdfFW^(*aqs{4zdYNUNZcb2Xg z=gZA~65fS!ccVs)(xgtwaU2SPXNMvpF>xjN7y4ihD#}ejhbL OCUX|eJ~wmS_x}SvO-YLY diff --git a/images/rosen_der_zoom_5x_best.png b/images/rosen_der_zoom_5x_best.png index 0b282a84aec5e297afa75f18bb8a59a1b67abf5f..aa30af574ee3b77d193d9ce22b0b8d124b2ac910 100644 GIT binary patch literal 35200 zcmeFa1z48bzAyUOfr?HW6sC$rDoB?x4M0G;LlKacmd5EcriFf#v_XG#N@Ibv(hW*U zOE=u#V6L^-KI@)+&%Vz-d!PHL9q=M|ZYn>R9Sq);fEB`*CY zPob<%piow-u3w9vSamZq;E&bTXC)NZ7&n$fNnBgvS*WII+6YR0hLnF>QsNcEV zucJPDxL;F`d((%lxDb4`zbp;Y`s=ThD|=S5|MgdaQ~&+9|Lifi@?BnD{yJa4&b@op z8pDq9@+vJZE;0yOT{rR_jpsA1KjBwquwU3NCPgYEs?;F){f7@yS)172TzDd%Vb$g3 z@2}n%MxosNupZMbUs{jbPcmz@=-fbZ@#oK9ypAhKW_ii)-oE`%a)V}jMG04)vx3L) z`l&nPbt`Mz+jZ~$@yCwFLb-CD3jC_g%&0#3WSACaF@I@B3LPfFTQ!+rktqEVAEPfX z&qS-I8XNg`oN%1z3;XirO2DK+nSV=l2g5x}g+i|AZ1>&^cf#LK3g7zqQba_={6=#? zn4~wWEj|KlMTv}dIO$6e^KjztRaB9ANY1vT_Wn2?&WpA&N<2W(?{Sg-{ zKYx0@i+ReTMefXnsaB`>VsAE;&QvdQHxGBRMJq(eC=b>-d6l$IJ3DuN z`}RtB=FE?1@*HKq)r8 z^1L^`oMvKT+PGy)Er!8D=^XBg+&s?HS9CN)(ZHbFHvYpC$B|FF_4xv7;&sFW%$m~7 zJn_ZAYpfW z)shSPcy*Euq;K2yv^*+&x<5I4UFSll+m5fT45~baM1&lH1G96xsKl84CXgUd%e`OF$apC7u& zdf>nrJg0E|Ko9Z7`d`>v?Au&6ZrW5mGuAWF;URAP>ETX)F_+9R3w3pW41OpcNtA@= z5yu~|?t29U(C{JEJ8L&r(u>dQ+6M)MhO(3e@XN+(q}M*!cF1P@hg{BBxo{@_OSNdr zW%TE@>MGvZ;?NT$DJdy`<3=R8tm!2SEpO(_+36S(O)N9LsLtj`ok#>Es-zslNG{vEtHFMP1#OWW@6GPY1Z_6+W$bx?ecOsOm_pYT{W8 z+gq02>L>+rq4)3Kzow@b8&@+SGEuGY(8Hq+i@USGe|c~p?c$JkcFz9gmtQ*j`iy(C z3@eygT&7wirKOeX;@@V;#*B~rv-gV^k+rcJG?ThG zD?7W|k&ePt>mC_A3hk>`uWqELS8;UA+{L9GgTh9edxMp{rgr}?zr5bdV{qf^>+?P) zo;?*Fdb`FSe3RnJ3H1=0y@b0{zIE$unt4m~ZXIVi!}7qdxR{6s57yfbw`zHaPQJ*U z{!SOGm8INM9#n;i7*lY(+_oql)6{XQ#oo5_^ERmm>nQmgA5dpMQ3C@_UtB)&;X3!; zrI`vh)3m&aT8(=}*SY;q8C}!Nv?;1|?X5ig2Frr{u+_1jL&_;c%w>~j(RF7WjZZH~ z*uK1P>eadX3`abRUWmKpDmfV#gnvynQTbrX$2d1Rn4B_PpZGz(-=EhcX3}A%%Xc$A z`*@#V(yiU?OHM->J>*#9{dE=5qJn}A$5i41uX6i6{`~p#FSI3Z74757E+2VM13r7{(xn8Ug60fsauv-OIORcyI?TF{(}U@4?1M%|Mi*vAyEfC))4y?^ z87+8sXB|gVoMy(g>Uf>Do3^&Ru1gD32ZK8LYG@pFJWC$Q$;l)2dLDcI{QUUl0x=Yk zs9xWOhRg@r^4dNZ6(wp$ym;~A;C}uk!L_Sb?;*7(rKh`_0ZW({1z-gAOT7^Xd4kbl zK=CVx)5?k|n8md`#+-eFrCNZ(z3Ib=$HTdE<>WRo_ybJhyu3A|JzicrvZf5>6yvp9 z)^FHw{ALyg34J=Y(V+CjRq{~l>gu|AO~1UneU&d@v$(i8ZLGAcj918hh&*yy-u6#9 zoHOSyUS!0RQ_XR-wUlL~xXTwF`h!Ageu)-pRPcB&-=KrXkKZm{)ZpkIKzqor?vbQw zI}P#%EDV%gJC29dRY9g%fJJT;x^l0dVQ^w!PhVg3j~_So-g}ka>R4hBm}b`07~^ot zdHN<=rP0(-%iSP@+sg6U97m5HMXADr7Z6Z=bI~KMcS)tsqWNtilSAk8Yc=+msS>QC z-vKjM#3lUen~VKuC@CpDIl*XPq%E-z%E-v5C+OY=M5*cDyL)#8O4;T;Cr+C+ zrX&g#RLP3R;!*YE&l;>eGvgP0X8x=yai%jZg@qR}e?vHRa$}AL-#VM#Vi%yV;m56i zN;jXPudm;W%6(p_5Dn@^Z)KQ}&5vi?+}t*!of4l43RrQum~~0_=$XxvWdVm$%v*#A zp2&A!fdU;ZHaEa?{z*}~{I=T{*RPTLT8sClie3*e3WbTC?kU zgHaTzw(C`&^#nV~U=3$t3bT7W=xRtd^uXLN6H=!tX4#poS-Y0?@Zs|~)-zvUU;Ws_ zP76VSfz`P#PB|k5jE!0L@k-AQHMj+hu8ch*?O$(7lMj0sYSMpT=Xn&D8vI(xFgj0P zU3`donrYO9Ck#d{nYR7{mam82c5I<7;EvuzMjn$65>f)L0q}XM9H*%ks<-Hu<8+9H zKvHMGrbX<=>jI?79%ZOdR_<1Fj!__)o?++0aR!(@mW z2GARA%CI6hHDzL`MT6P-=j~nWsxNUFyI505qYM#a4=||Zf~|Ixv)m7|9xldIh&jYK6KkEG`ea$ zGys8e1Eynw8KknJd;rD*=e{ zlm3xqH<+{`A=G557l*pO=N^;m^i^8J-A{7$qSgcTC&MBlN-$zpd8YLVuksT|+qeJ% zLR=>OPzb`FF!CFJ|M(}Bg^P=8^L`;k>+Vvyh9rH9$ZqQ2$ID@b)fp3;6_obRxBl2l zac5Nga{n|lGc({-tN96=i9V$uQ77fr)>h>~415)4thbL(_+V4I$v}PL?6>>O)j3Y~ zC67b1>E8m0D43hawS)u)?#uGn;+>MME)ybVW}lT~(TM5T_IcgVXjh4p{Oz{yN3`Z9 z3qOCpq!h2MHJrDU+uYJZ7cYa1+XMj@H2Q;&1{r(2zdcRJ=>4&W=}z84=Kzl&2d5@4ej zQ>fM?J|{fWw%-_!&u7gK3tN6GtT`O|HDhmzSsKn+oxzW`id5 z0D|ih5>8~zWoBiuiHK;@?P4di%FEk3j9`Gu)WRQF#i$#$3jJIgF~)doQb%P16JmJ1 zLvkz*n0|fzsZHIj%%Au0&iPv{XwTI&6|Rh|tbX7*_L~M*R8?PW`jFrxlQ%#5NG4F= z71poRF~6zCA@u6-C4jP>%*v<0L9v1UaeWTP9si_rX0)CdvDkmJfz`{?Wzphp5Bob*)_IhRR^DBY<5ADwE@n15$Gs zn*rBf%LCqdPSq=*0gMApf(}RkqNa&#@oGak@}^Sdul2~kz*8oS46{(#qxbO9qb7h0 zd<&~qu3W609ozMGu{*%RG>yzLGQB=M+MR0IaRFd1FW+)hy8=Z@Lv+>;&%`j;;ljPE zsyV@+R!Qv6!MithsioX_4)Q}5=}rgB8LF3;*YzqNJTlO@AGG*f`O~M}GwlYAQx||# zzJhwyq?u`)KYu>Tx~JU##MR#?huh*4^$K@o-NR}7>l5{q3z@}Tvp0RXa{YQ}SPqIq zv|4gFpqs%4%O&=cC%=x`vmZYE$^3=m;=F@ahSeuyyC6(Mmfjy<-+YQ|YirZVTUyNG z=HYpiV=?YGylyZCZyMTfX8 zssU=%F(?bGTY})fz96o&52vY-OFt@j7X1q$)WURZ)u_wrW$F5!BXf_%^ zSd9r+?=+@cSnzg)o$90Cut5%e%In38V;@e$Fr5no(|Nj2@HJ-tr@}%uF|k&IC5%-u z`gN>&YULjrwx6wcU0hIs2eU;(ylF!c6a(+ssp0r7 z`-LLimKF)8BzNL6+Zz$BnUSO)l$@u53#&=EdalK?a6j0VB5*hX&g4*p0oKN8vB}EH zN-Y6piO&E00Mrmj;BN_Upr}(CR$kanHsv4X!o!L{WDhmZ0s8M`V2EC^YAxD`hDN%1 z4OuDS(gDWr|JdN;T3%j`PUM+s)BBpxcob!2XeoqocNBV<024{d$kawDM05@f#Swld z8zN@hnw`;C8%qPn{88%1^YGClLUQz_*(FBD#}&bOutehl`)lH~G_b1r8j>T-^A;x0 z_UHA-WnoH&Vy#4LW!YKT+A4wPW!evGcbfcE*)f&bd2-XaKmYs_ldQXKbdf?i{U;Cp zCz0joQ33@YJbuicAd7mM2>E0g`D2vjuz<8SHLrqOhq;^iGC6>(IN4vTB%7cUrd$aTkw-Dwb zCnsmuziG=BzO!e~nzyrRj-eUvL9yXkxoXvBet!Np+BuE|@9)w*Idt*qj$2P8lNS3O z7H4`0gg0%=ZHacNPq=!o!ITdr5!}Jl6@OZS_tIQy<8>@j%$jO{j*fCec6oenGb00P zY_=sRa8_Y!j#K*AEPIPXzy6wk40Bx$7+A0K^Yelt&!c9u-8Ex9dJOljmIew|od_r^ zKs7f{<~VYsfP90}_RvO@OgA)wcaeZ3-@3aEyf`#!BUR#qM?iELii(PqT?n)XyxIfI zcMEXStbhQBZ#_MRUTiAm<}GW2^sKCs5_R9Ld}H2{c@GK)kfM?v8e9R?je()5x#2uU z&m+>@41A_HZr!@I2LjQBAR*hwiwkp%V3fRZ;5vKmT@4hleE))5|KZngX~sA5VUqV~ zG@4wjI`13I!vYMZDbEl9>ovlPeojrLH`ATZc#4J0&Ez(3`39=VJzOU^LhO(=hV+m7 z_caEs-^5?NI^`x8UlLO2h_Q}$A_~Vr&#Rg}GzSnzbGZoFkhIck8W=Mp-&J1z_n90o zS>#OkprCBj9NtW!Tr6Nvg}}>9Lv;X*_5ul3X}>mE<-CgHpoqWjk3f|G#e)8 zpYJL;SMje{u}f0((xnHXCKmg^MA^EGCF>MqMZ?ZN+U0Gxm$Glq@OJlDkQSp6|4*Z4 z18lN76_uP3)h?Oy3bsrQ87U>lly+BfvYJ`=7i`-92IR}zPVgorTUNEh<*d-+2TPaC zafOl|x%siJy01QFWMoKC!D}KC5)$O&!fj?|XBYe9SGd0)5nE9YQRGFj(y^mUTis^7 zrj8FTQmEO8 z0bc&PdjP$de7T<^UHM=BX8!v2s&zhg8z}qs4R5E!MY!HtsN`JXey77_<Ks`=6% z*C|lyKFqCl?>G7qb;ih-lK*Z*?6%vge;R#r@um4>sFzn7^(pQ<34}qtN+}`d`MI=B z_f_>ga03x4jeJ*7>_9CZY$eL@&8@3dkMTP2#J4(+Ndu?Ed(l?7n{3%9@Dioa;6Ay~ zEq_qx!mu(NH`39u{q1SF-?_HUo*Wyq_}}d=z^T^M5E@r^$I-w6-)@CXN;W63dzz5##D(oA(J^0gRjr zU?YR*?zV0vyMPEi7rn!*qmSKQJFVKTU-nzfj`toG3O)n}r_XJvw53H0Qu&Oq6l>D& z#*wA4^AUm!7KJKviCP<@2G_xK29M%NsELQ9f0+TwLBr!INI@o_pB+G}_d<0Vj5bO({RBCmY)b6nG@aS{* zw-BZbEn^%+;20~bBo6ZT84 zI{)@6$FVa0ose80krUmVuMovD16)XSVxU3c+qZACeYE)T$tDYvrNsr{y^vxsnEEbd zU|cBaJMcj)(c`C1RVT$BGYJ7Djgk)F8=ai2eR<}N%}}#otWKUbq~EVlIbU65c2RVj zAGuG?4rl@RB(rMmrZ2uau2E>Os!wg^?iSCMvGJ;4ji|4>GwOqpH zJ;ArOyg#vt%n6svWthO*kIJOXw?dE>U7YSvPrP;)m@OR5UfZNL<|{$CGC@K{z-~Ud z!gd2!V8y7Xo5yl!q%ErjW?)zkA3v@}9UvBlguJq{55b)&DW`HEq!P#+V|=`?G;F@d zI|73bT%5LA^}NgV$`hM5@8$k&H!5urK^$i| zbwk(4i5OZCnm&E{6a`3om&pkf6zlL8T^uO%5^qmKo?9N1)4)j%o!sWi+6-$$asoUC zRHHl4uG!Bt;=n{ODGL%-!7NQ0*uH)Hn-?$kO!QV=1eox~ve4JiKAmCO!2N_tG*fkg z^wj)VcZf;re!)z`l4_VQ4HB*k9|jn!iIh7;j)X2*vt3r?)yAEyH((ejFZi&l9h7jK zs8NZ1&(^ChP=(*4xwN`1x$GBpR3w_4^sU1ZO3{ilQa!3)gyiqeU=2<{p^JhBqWsO9 zr3Dg-aZ_3>ndVSt>j#7#$8XSnN>U*UZj-1pux&AgF<1kIKeiEM2B`I@*4vwBfGX4c z*VKY(5pF*>HJsjPIP(3Im8Ip^XeCK ztt)hdU;UB-XFx(80^Wc*1Z0)7XMZQQ9Z~nplBZO!qPQNGfOK|PGb$FYL?n2MvKcfJ z5Q*xp5?{a&(_~pV7D{h@KzbMErq}>XxfO;guyEcG_2I@Kx$yR5>l55HR58}JbA#z@ zCr`@3M^S+aYc>l7S_T@c-R|=huw-pUzMqF%a-4%hx-xa^C%I0JQ#ueCvzo>l$BZi~ zpe=@%HOw?>=vc1&z^L>^NDaRI#lL3(Kv?dYXE{zpcTHu#90dOW541eBw zkE}m%lkU;er^+ZZD_5=@Uzln$DGwCnbAgkn2(=yDd)G8PK7ubLX7loUKK{A=eB2?o zdTL0{>D~*SYeX?nNm&cfUX&LWjYiAa*x3g%;}4NroZk-hEIksKRUSN31q6Kphwmqj z8dlo)r`*5 zll}b<4md8VD_MrgLCa zYh0ythFf#UGL@)A<086W&UmF%X2(-u776=i%lkxklzVf*2t5?!($mK5+Zbef>0l8x zpmXJP^Oha^_QhaX_2KFpQ%!vFUjz!@B`SbW%GD2Ri3x_%^i11zMnCn&*RwD|gl@LG z6ZsozxJI92x1V8(ZND;U2dLK1@LY1|N2Lg~#t;y*vBm-HF&e8Gj++Y1cJN7J3Xl(^ zx4Amqt}{e^?Q70RUb|_}OUT&Eo~o?)LMUtlXpb6T60@6i=K3M|ro#JAx$*TN@uQNi zEaH;QavKsu=V!#gXRC2E8kQIh(qvy{*dr8#@Ufl>HbFtPk&zJwG3U4N4qX-c$RN5` z{^q{szOUthHz`sHw9tMCC2KfS%(?v(-(1)XY<7t&XPgQxr8?PAme}FS3m2a5iz2!t zaD#gGtwgvcha`y1L!{@!Qa;CE?^;?~j!sM{VR19LjLU6iIQ7{$5Nh^~wp^EoPoLJJ zy@is=4jzq5^9gpDRHNk*e2D-7uSqRCX@#JEWF!#Hc-dPO(WIq1|AfEw3#Q@3NFlQc zmIyWU<;$06SH+Of0R#nq$P|#N!>8KZbYRDlJOr;<<0+u*rfz@l>et9F@(tSdy-GpxeMvC!6lH3+8Je&q6%-+ucov0@qQ znXftW=4CHa{^mw#`*03llS=x9_s_UGF2Lvb7>DyleutB{PM5X+4f^WsreC-C9V zi|^q{Xiq?$Id$#FdRk%4z9)|!(S6%VDhGvs?}}af7{2|LFKX9-4?@1$zmTBHfA-%3 zrLrh5PpHIc%0Z7Y@|F7)b2%e36X^N;E^tiGqEPrS2Pb4DB#7j73ivZtJ7@NY%6*L| zNO>Sql7e+n$r*NuINtWU*}1hhu}kEI+YN9}fTXp260fto+m0N?)8L-3imW28I*R72!J6xVt7Ggo;>f91C~u z+x>`Z@xR{tWX?7sJVvEyyV62zWVk9qJI#$U5?c2z>D*OpiD^R6r$m0lE zcRxn*#1^>N1Xdoy$!mYGMA;9wBGL2}y!e#cqBBmZ_Jr^(__OAI zcI}!XRKAJfHXS@}$;+4F_f@61%-Ip08_^7LH*NH5FW9PhOh++Y5Xn+civSM<;(#n% z15g#urVo?1ra63mXk+h0wV#}e*lfvV8mk@LAD5|pn)opOVHHP;zi0JXSA4Y zcDlpEb~tBB{Yff{kwhhQ9}Y8k67qw&B9qWk2rocvxh403GTYF+;dTP15Jtg7xdJvC3oX%CG?-c4{ba$}W>U zjIjh2cWt~Oo&}$iz!Q0fSp?V9uEp}7A|CZeO5ZYh7P0K!y*um7{k%N4#Db*V>PVtU zNs|@cvT)?`3*GJ7Ev69E68})COcm;>2q7wqL(oP~urB^KX9Y|=e;&i9HEFmgBgok# zr|56%vsfW*8b1D?9sTAgqKGF67cUIXUsG-er#yV6GHHLITlEjVc4#Bh#p* zPLW#d!$E`Cu3jbsF)^5s`#bCCSr2tA<({{JV@M5E(Q&C^%`O%WLAIcwT6b9NSzMW; zXUy=OfdNxulLNH*3tEROEn({Yc(;x@MHnJ9g;H3!2{a-Vln_a`l17;s;?s}{gGPq) z#V{2W6B;e#Je~0S@4pYMT?2{pn6flx_)Bfa-otPrbufGL5IuQ`S_uCuLbc;koq;Kd zkU-t}3d=R-_pK7M6LmU+LxvX0wPgmwLP*v|f^QL*0cr+)K>m@u5Z74=UoIVzP3!9K zH%ZPxGa}eziGMQd)>#BwUFawN&(0H8PI^a$Jh(A_>wio;u82sU9c2tpCT5>B;T z%);odY@i^k+a19ImS=I*Yu2hd=ymE;9m|7mzLOSCVsWGopvmmqzdsh72DFU^ErkSy zkj_;LwXCeHtd3FRAyfofDBP77Xe~z(&cJmVLp4~#*{;>>FLm~6-SG5C2bu!csr<}V z6F++yoKJZWN=}X2;utf*<)oN}n(!o%;W=|>t=cROAxQ-jegjOiQ}uohZ*H8u=-?W2 zYUhCSV2Cd=3Q|qTQ4zmCGBWb4$y=yu5X8KKf?^5gL!-$=>*BrHetOO7)t|vXF|w?z z#eHJOdgu0%W!TZa?d(f0a5NdJX|Bd>=4%j0I3uQ&ywzUS3Fc6rBtqR4;!bNkU9zx*Qq zqm=m{A&4(n8m4Kxr!>}&(XC&91x0)UP=LfJ?$a~Zl9+765O5m*i6WW~X&xrYgAj-F zUOA5DYQ?|Q>lRJ2gH|12CLtkl_o>;i(0)Oy-wHjLRc_wA`6~W4%inU!jgZ^)cgeXz z6?|qh$XgMQb%&+oNzxKn%Abe64^l}C8WPnHz>oCO0@lsM!TwvScUP2KtIL-NS>^z< z$)P*Y`ir1N0@_tU&$ybr5Z_#ZF`!89Ua{*+G5SxOACDm`ct6Q<6DK=sf%x9GgN-$# zbIYnU0uZ$bEpQA1E)e2P@;XQe_cMuebISwOkwjEY<5?7GpY!RD4&qQc&LelFo$Tz= zprRn^ab1m0A~TI3rKLE;Yy(_IYdebR%tr@Wvg!<;kG(F|_>Hh?yYzHW{mRtygJbtK zF)Cc+iNd{&D|=_|#G`H?z}7k%`)6Ip_wTQPlovovA*lJ+qyb)#`~`^=AaHD&Y|*N& zva~SlMifm<^GGyzz6BEdhPu0%S*+Rok`DwJWL>q>YxAzb5T%A*WODd8RQe80v= zkS8G!6Eqr&h?95#B(tv{f^@tQ+?x8vHUMvI5ZM^{Ot0VxPLMcI?>=bk)p1(FB$xx;iS&I?vWeb^kUlJ& zWwSnOkWXqUYbX=cMgq%`h81~KMMVWsvuF$l1NZd@-4!A65y6gNUn4Hox1*c>zXxdq8!G$NwS}06@WI${D)^-yN=oU zC8t&4DSl=?I#Bt^JcSso2?awD5*dN21d?J3l4D}lVt>Zy zYn|$AWZ8hR@gnm>nk1}zUq9gMX`Sz`VgOd}{rHIC& zU!WQcoWhF9gk_jZ@+c(21fieY9U>?()6=)4{ZC13*sy^-EaCzGEryc9sQKb@_}MxW z*kL5+&1+Q2VpgAUhU6+)NZcG!3Nr6Z}OsE|4yZZg1R>6owo`Jmzu9kSik0#D7_w zYg|ZO?LsygR(>=(g+5jCPqzxM3A6=4YsaB^l}!vUI<~#Sz4SU zI~y>GQmwiq;ROUymUk4L_uJ&uroUx=4R(jfAyY99U#~HyK_So;g3VWcr#!g}$^~WY zQ(Pm*I$m`@2`H(lNllSDb9@iL0bvCg6V2Np~-%MS-uHIG=& z@b9MH3UQD9XUPi4zXoc}%H1t?t055~{Xo8&ufrq0@yEI4Z`>^otafL#$+1me{`T-4 zT)jDgGTxq^AJq4eAKvsN*;4YA|7x4A;0rLg8%ViDBZWfvc9OmnW?<~4x$v+sqmK`^ zZCt;eY{Ve@AW%=$Co-I8l7J|e(^#-!$i^8Iu@npz=33)pqdoUfEg}#IB!UF=VY|Fc zrscD>8yv{DI`QG&=Bh_rxsiy*lZpL4{VlryDG{5cXP%XSzWM?;}O z)|y4Sm3@J1AR+Dw@~o(YwZE^SL-&4-eocacd>t~NA9ytKs1{^r5sDbu|K$jqLu$VH zuUj7Yrm=qiXK;Zx&~!Bjh)35rD#0LfD}mJP4cm|GV7O-1{8kQAwehVbWcS`f5}BA3 zN)a;q%U+y3N1QGeC1il1`R8C<4I8GOUu61vj$SkrywC(ofQ0W@dLii7;QCI%8Rt+- z`i%-jgFXttj{!+NSbSW`ew%hI4@ zQ;NP0hD3xEaw&w&qkKqE^YZePZh1$bJyAo!I@BAXE0g5wlYN4f(ZlcnlE?ssq{gvXT-h z($<%QAG(F~Aqy{=?dNaQ*qt1_c3kOB9^DF`RZ++QwiJ$HkKu6%EE~x`hZtdn0v7ZF zu++h(9(W3bUd|YOkqWu!y1iE1{IvUe^0bdVT^qy@dFE*UVJp{$g-6$p7W&AapB7Gd zkhRJPI~Q8^N{}bc0$V#J-{su7bA~U)0*NN_%xIIS_(Xu~Yf6vDDpb}L-Me=$ zU;n!uVSg<$cj{U9uG7$KB0v;~MBtM~);HXEQfU!eIIJ~SkdMjIhq|p6tcdtRofy~*5 zq?s3{G`tkf4<~l)+^OF%1;j{l|IkotV6o?b*eLU2NnOI?&0;wY5lr}`4`R$hmK{`*#P60oMrJG$>88$rs81u2mTFd%VbA?O%ghqvatz)-vf9`I~ zm@7B_O3ZDPCZR{l=~o+;Ev#dwNXU^wxqD1`6|(4sqH(e%%U;&O!2wumJh3T2$krJC_s>Kfd!(a;_8-O7=10^d+bAsnrR%I}Nx zk(lscibB-ze*5Ord(xTyK7Bi4CTgw+Ig;uoP{( zxbHdW+;u?34Af^S7q{7}kZ#|+dHv#&5^LDThTy~|F;GXf1!sS}sr#^vl*AZOh4pmT zVUCda05XZ{#wIwbjL68x$Bg`(JO-tz9ra+I-tTEF@Jpnh3VeUij6}Q|Jjtk>q$KXH zuC9>GxW>lDYycuPkUMpzZDjm1x9jfw49%?y>=J(dYZ)i#H=Zn9;6eHPuzL)7Y6C2z(h|*%~V0S=moZ zzFtJF5V5mOYq4t*ffr-jh!+P?xiIcC-{{@m7QY`_8c3;_7o(+csU?Mu&)(aU#mCCZYW04@(N3xq zXAvyVs$7@3n#r8LXquRvI!UNFE4NJc`k2qz(5m=)GbA$l2eSI24vNu-Z{2lCU%#tR zW&)uBWopbxc6HxG6O#b5Gzn@pHd6PS1>n;Z+98}4<}ELqgB8axQ2+CUB{TDL+O5{Wei@jB)%*$@~9ep+2y+l|>0nH&P;P|$7q12dHc zY@--SGHbk?;OI=dOdRlpfCM*ov_Uo!#F$w?bR&mtzWHIZTJ|kV*O5m$&P)~?aBc1s z+6|~3LC8n&W237{baZqjNDn~6ssPucwyBcN=nW63ed~eP4`(6j z$(as_=SFGAxrn<15TtZq}I;f5jsimQotR6g+GT3Fl`|avq z1+$VaTR*)aq4s?nT(&?&v1VF^U40)ue2DGoTzH7ZD45UiEhbWUbTqWg%SBM+LQLW^ zj_lU5k;@%ELW#s?aBUM14Z$JC8ab(wc-V z9gp{%e9gp04qZR(clPZT_^Qt#B>Cp%VVPIqngXHNNKh4I1P_BrBacgpYJ$Ygb+tk_ zunu50_;=n(jmP~jvXR^Corq0qWJPYs?(e_4RX6qyC~Ft0K^bd#xxP;hBZLB<6TxK*A zD_L~)DXObXIM~%wBDD+1_s-ABq(Mw0fR6L+uLwfSR_npf2u4(a3xuHAeL0k(fPB&jw8uvOZ+ zh&5vBwOZBW+k-<-KlA6!lr^jR$t)*XFS?%k+KlALcmKU`H1#RSU95ADaGL~L3n^(wL!7xK zxUpy4d1UKM@iE|rOhAOJ49F-tqCB$)7AhqIn z*9n?q9MMR0I}T%_!)}m84<03BN78o68fHp86VMF0(Fmd=`p6aYZ6=e3oE-m+vc9X4 z#Iq_zVHWRMW}SQ-D`RZ0C@6TMLB&r_fb@kSZWE$+o_sif2`i)?k7Nup&UL^9>c`BW zgrH&JjDFT%7e)MSx<@3Q3UDZ=UuMqlJbw$$FmhlmjgU$^VVzBzF2 zUMFMQ^aTV9zh|Q^21q*QQT?W=h2s zzC#Fr2Mb(LNhyr<{5mJ-PxOD?0R#U1B?=w#CJTAZu5*I~rxi{je_DcEgIG`T@{#vr zn0{I;OI6ghmw7BSD`Q=ZlZSKo* zf70NiVeW_0QD;xwO-jHijO=u|eXb{3;2~aK-U;$zC`$g3k{$1Df4*T}I0hkK+pfth zebZiU7DQyt08>?Z?dz}JuQ_MCe1x?)!VBc)pv(7WBl7Cd8|EvP<`J=#jB*Sk{#5|M zO#*W|@dA#?9m}(A^Kb5{TgWFiF^h>{3&m9zU-Ih-MM)3lgzAlHv6ZL>vz%o8>3SZ) z95W2Gyxh+i{q{4wWR8ECl*ViEj5W@(lzn$q07;8i7*#Txj za*eV^7baNTFqQlQpF?fFx|GgbV;wh~(7*1vo$lPfMMGydkr{gG#+P;l7jIwRI{OTA z5Jq0v1M{0Ep|XPi%qUE7u(37e*N}fPZCtGy@{aUftb@$lrSC9;U5<bppi<9XgGt=b!wLTP@?o;u_X-%w1LXhHeXZw(nBAlui zk*1siOH8}H0ylN>3W=wIa6vK#l1jLNJP8g!NsO+V!V3FL$QjT8(C*bIRr@LgdjbP( zYt{Ci&^;ZO(d|!wDEf@e5D?vjRW>-8GO$H@b@9$SOCJCp1=5V75qWeeS7fRXM+R6xac?k`okXn((hl`Ib z`$p!v^O2P?EB6B5V&^l_Qmc)I!J(<0unROh>ahVRwz3r%1HJSZ=*ax#36kN~nXUA# zT{a!uC(dKYFcl<0Y*+``nh-C`I8zX36o67V;n;Enr^s(KR&87J^A+~eN8rS?6n=Dw z@!39hwWLlSkCv?yEJa2UK|U~dYm690Zrz0coL!rW51yvZFC^v}zVF!Hm%{P?NXf#@ z;`S}6r8(3nskjWJT)=0iV=@P;IKab{Bg`tTJ+0~*>}wRxJ2PEA!2S$q)Fa3T!h8&i z1pHwB&-J`!){_Gb{kF^e%R~yd1Uh1ZoY;#sbi1mJ+~93_vWPlOY7W+eg>~QEt$oSN zY>-tCYG^R1xpTN9hRzE?B-_}2GODUN|NH3I7GyPv$w9=2sMxeLK5Vis}@m2VTuLO?JUUl7!B1CWVQj`U_K=)Hb*q+FP*VUVpdAw+O6!{PWyh^+F^G1Gq_0 zkq_zwnJ$5I6b!Izh(c9?J#lm76~#C1GKb&Y z(ngQ};Y#0Pqqd5;mjB!2JaT#ezmf3%EA-EQ=YU<2^-<(1daqB{pS20@Q1-nEEy4$y zN799@3fb&gp!!U<@k}jb%rs8wu;qxooonB;==*L$32x60DkNL6i+7f~KDhVYcbmP+ z{XZDppjL0KN?ZGW;x$zr*fDCFlkJFhP>97 z<#qN(WvE12qcM$u0{4}_=&tyg5g=@DUY<8FugDP#U?*m8VK%AUYCNwTlomff$QHKL zYTj$tVBTOCVy|}h%Gb9Cd+5b=9^fritPrl9hp=0a8Xcx&)R<%BpK7e!*5w?h9%1Vk zrsCo&C-A77OR|PdNoP6>Aa?o|^zc6EWaYA?^8p-vS(`Rqv)ol@59YhW>-@4i{BI7` z`R1#lnH?7PoljMUE>YPv(@uEOj`T>G<$9GB^Gi`T4T%ZdS<=7x7p!L7zhYO+Ur)t& zpfj;ysdizkt#HXc%_LPzRE6Y67`gsekB0XD8p?PK&Xw|1T#wJ0lmy9DP*d|`o^N00 z0LI!s?)N_m&CG1LhWv1;YCbBZBN$CtM(ZCBvo*M@TXQp5s{F(p+A~_lInw z1&kJ*ukJIc>o*ZBvqk8~OCd9)3ANnTk&QnIYth{SffuPnq*l?iJYO!*@tCCuDe_8W z4G5A(LVVn~@abNjBXGz|fHtfE)DKG#EJ5TNyxZ+Ff*9I;PUV6GsI+~%4bAa^GN$ka91Awpw?@8X9)5bimxNV+Zb>`?4j*ehgnBZ_QS76i2CF>ihg zXj|3Ge1s9rB*~!9v3iyRiyv2`b{$h5$s>28i$NkmF)A<33>0#KEVk1q$o7ptlF zUW$twzBrYLZHC>5J496(VlVv6sBc~%^Wx9@H1+`!@J=|eK4D`hE>8_;jdc(f>hYZ1 zI6alctjt{O{n5~SLPV2qe{8oxGrW%XF&eeyE*Q@R+cg>)Aqy3hhD?YdUaD)-OvIj; z@;2r@VVA zMGb}V6XHzl6iWXkJdyj%uD9@F(&yL(o>-lR=?b-(6|-L&Tebco^3ZvG`uh5W^m

      peDb@kvr&ZPmHS#PqEseBc%)k@U06UUEJR?=^MxcQ zQ*^U>=3~*%vxkRA<~$_$)`0;xe}6X8mjgEB*UZeF z9_z*-?m-RT`$f5?S$=09wA1IlzRpmx@;-f{Li5DC_Q=trKK1&5TLjPOmj(s{;uFP! z?^3EG>d1CJzIC8iC;fyBy?*4}>6Gni`*4JzvUsI6M9-ZpgBW1JrXElb)P8r zsC`hMJ~>h?zYSD`;5`={hbnwhN-6~LiYC2dM8w{T%1WZo5dmq{I=1I6tN)7P#a+m6 z1~d}uu^fZ%yn2lm#4hda|Q>Y zK5EhLGBtH~Gb?LxA3m~v4pu-I_N}^ZqdS2JAK#}HA%^3=ll=f zL$DVXi%oYhKn-63_=kJlGuDV+9AHXd?v|rw*PX8T0OhSA4GOd)ii*KHh?WO1m;3$u z+K7mV(UU))bDltc(Fg3N&#)NqpFG)&=N+2}RB#jt90Cg@bnRH>$OBTQ{(dr4yNSgzVtjCDvy-AoO7K%0iHeDf4 z>)AW+RH9Vr3Wy$x218F%MvCGn9i_J>W;P`@A;~VZ=nm$R1T@&Yg0v>paWEOeFhBxA z-@W5zKX$ETvr`8n#de}zpVC~?Yu$p@&m%-HkJs9*BAYKNu>S{(L zxWlGhPxAyJsXIY7hMdLdsYXE;?Vxm+Vpwh9(p~km+&>WSa_}Kk2n?rFLtk(26)d*v zmG9OPX%!7huu6ib=mro_oM0M;4MN_9A)v-0cZVrQjvN6X{|qQkp+JsYv|(0u0y1Ag z86F>3))@Lvy5C#$e(B63eHd$^)aWVCU%XKI>cM>zt$f_WJB3|LuIC}7W!g?}L^ofy z06Aa}SFL8|-FpZ0f8;`46H^*A1b0QdO42+3+)^Ni?nR!Tal}vtLs}x;K1?0j#$i=m zpz(Y7_*B#Orb8>ugOrRez$2p38GG(|EtyCFTwZfjT@25?_%b=LgMz* zezsKkDW>uB=TE&FBoWz#4Bm1gcAh+a+Q&LJabi1|FUiVjdr&jTq_7UiZIv+XkSOuWt{dxdfbkMmu990<-65uIZ*87rCL zz*=vPVf3CoiiSU4^Q=(J#_t`q9^Z4V2E^n3NH4eU_16Ob3VM)@@(myN8Zp69-E=gv`@Z%M~JiM~`58<{0n zqEc8^wjNpXGs^6Ohu*Wla>MIKw7hTW70#Vohg?q$s)_XT($7y90Rcjp-}>nRqbFN? z!LwDv*V^yYp9%8}6nAjP@5K&7|D{;-(ZS}LDwfuBwCa|xTDQlm^!1_Dpq0u;o6$k0 z;O)z8edZ=6_p-7?6_u2TRPL1iUn(TGgS??=Q7Q9vMGEQUQEy^m+J5k$a&~B9DAG6N z(FTS-` zDD4m+Nb=3~b1Oxc(iOH3QdCiPbBxr#^v$ z2Ty{CdU$%?fAeNrU46X-N*M};1oDV1d(gio0pz1q*=*HcT$!LN1viE^6a}ak9=0KK zfCPI)>k}d~?Kn`7TRRG05TRp>&@CE}PLNd&5-iBA&v90iiRepdqgh}6!u>?-_Q=HzEID!J>h<$>F|Llnz37 z9rSzvbUZmWn3+62fIY(ci8wD07D)&We12}VVp{eJfBSrT9f@oi}Cf=W6g zE1*58bL-aJxo++#JA?Tcq;90I0^lE$;Z_NhEJ<$fyo!pAFLs?p4@n^`&h4*kd1Bi} zS-(Mvad#v+CoHvg47T2&jIw41`~-9B$Clq2i@LUBc=D5S>82g`rRHu5)9;?ytTKM! zsY`PZREaC2bA`{-WpxxEI23GrJ}E%|Op!yU`HK}CD$0Lx9|_}(*Cvb&?{2l{v@LuE zeLLs_m(FSGXA0`E?+n1~34>gE4Y7bCl)q$K%1Zd3nA7vW3YCk?zpHcYT@2iKMT!av zj=z3gF?T-Cy>H(>m}Vl6J*E4Qocsubk67fc664`ny>`pNONv5#jne%GNz0%j4>$a78Gbwb)kd_mMdyt!MPI6$Tkgu`%)1*1FxbezVA5B!4-Ingvn}W% zK7<+N{{8!JLPEw;esFGlyx^f*q*Q_IzLggW=h^GK|Bf;%`rL)NUwxwkO6bG0pc#M(jAEOKU z1~;yrc~=m6snd$pOs#&uW?h_wa|pHy&mv^7VdH(x=!K0I1XCV)Tu&!mxmv3NZc7FR-_^}V9!d8?$bR0c* z$5FJ=u|;zFl5E)EHN!+rga@d&C&#c_=*uzh|?79>FW!@B$H``+2QiOrOW%*Apa49FEUc`oUhdbUgFGD!u8V~Exu9Sb1ZKtS%&e@dA^*vn<;1*sLyBMc z#gy2Jo2h!mOay&bRc(UsM@ZAP(!iKedo1?h;o)3J#U#pzr4GoeE?(z>WCqB$&KH*r z&?MIp#+Yek3ToqP9f0X2iv%qF&HMMOE?&HN=Ji2ZT#&3G0|SHLl`k|04Sy=zKTEk@ zz6^YC&z?OB^@~J`ww=0740PbkSg6WRmR6yQ7_UD9_*{_KzQsgMPu^e;$fK)QyDC02 zhrYyZjJCG@RNJac*|sbMCqaUBN4G8*z@BaZSs1P9+wh%*i6Op-Inm|h_9UaGEr1TH zuft9a@o{t0LEOuOT2z)~P`SS$J8Q8TA|xjN5)f7K3s1m`mxz79h2g%q9Len-UiJF0 zbETX8zK_OGE{G>tN`PY5e)vB|>p}LiD{mlRnKpQlfS}-~fMb@=Jv{Ca&?F$Ro*2U* zM?!a_Pyon$IfhzWw=E6<*AT8u`hhS>j*gC!(*2bE7!%57*e)&Ib3@Dxt zp_tCuKYRT6UPi_-_^dhyVq#)=Z0*AKiL(hCv7x0epq)zrUB7~UrF!C3TD$wS%z-C( znL_`FJt_JYE&}%qhn9)`7dW4K`)ab?&T& zEtN3QmXAqEWic0pK|DVp{?QZp{PvVfviguH@Ly$6F3*5}`xs-I=`~f>7&z!Ba_G4!}=*{4j6Dl|v+#{hEXpQ5D!1 z@tFn&{z@#xDx;!AM@O$`VtRxoAJRn0OTiO*T8K>%mIEu{@<2!9K00YD*KBr#SD9*datK!?x@qRgy2)KJL;n|P^M%F?v5-P40%TF2NvXTA~oO0A4uZdNFjjQt=zwA%*Whi& zYXOCxN{Ls!OW+7XhnKQ@_wIu?YtCrGeWeK7TQvIYzvspO5)YiRMz5mzl7I!|9k-W4 zJkQ`SiZ26dpktc#*KL57`o)!b(dJ1HJQ5TNfSHQ4W?}4mC?K+e;py~_!XKI`UuWOI zNedKkKOsR7%Z%|Sj80ns-yaucFJV3DF_V=(E6ZzZ)zaR}+1qDlE(~qunf;KIj6|-N ze;uSAGFnN%F=kX$2{>})43ELQiv-2(1z<@7n>qIwo3h~ha{(~!c@7OId!m^O!INmp z@8yHIc?-FJ|E_#btem|2_NnZmgDl0(Sh+jM_CAb|Ay5PX5g+>bv676#!0_tFLGtMyucw3!(!Rf;S~L6ZhCjNEq@2Ta&<>O)OY7%J(g`9Y4+g^DqRT0P zfq{gq>_2dzQx7@$IG|%Z{Jx+YMb8?N3>Z-T2{SEh$i6$WO#g@fJs7+4`rmn)nVH>& zxF2@s=1piO=R>OM2KxKGd_Qh+ovGFB>1jK+5-`d{TG>>PRkzwIyFDm+{G!rtk!8XWIObg1{_KnR zrlP=3F(svg&p@CS6MZqF0A9`K{r(hwLv^#~Wm?3+0W~SQlyMpFaIaG6S+3Xta;jx>tR* zamy*NFcs(Q;Z{S4Q(*Bi?ezG5L(%&wuZCt#|89*Y6k?T{7Ptfz1>p`Pb^q0?SE&w* zVuW}=Db_)g8Xkv;;TIbm=0>EZD_P+AOMrtLlGhbvLb_S@2*sbL`xqayQ{XrVQ=YW= z)nnM{re$@Y?CPH|H%o)KPH3s5zwqG+sST#xKR%%=Of0FrEwBc}Y31(Xc=Hd)Q-tp+tM%WR{-wYx{o(~Gy9>)5K9Vj>rRJ_ z0pQO>wg>C{RsUh}Y{DGy=J4FKDQqo!*cOwC8wsN+1)L%q(0SaO0j>?KBmk_)OL;1a zh18HM8L&@cIy4v8`3qzN<#DfR*E4we$o2ymBdo3@h8BrA#d9GHh{Fsz5nQ6HU=Du- zuv6TJI?Hw0)#&URpnyNQ5QqVkFj}wP3xQ*m zi2dB=rHOSL$(aTHl8-o7ZAT0zU>rN(qmU02IUl)rZ1TX8k`}?tpuXh`@Ea8s6@mC@ z3p^!78Ci=os`6GgXgSOuf=4ql{%RSTClJJ>q@`&HK84Z_7yRYyl6Rr?AN1S7X~E+^ zV}%N$V9d2F&U2uxTn?mTm4O}%+JS3<&($+5_GM3Zu@adH&F3#jP%Vp℘{~pnHW- zAMYt&4hE)Nk1S$`K=oMM3Q$KO1zIvO0THn{UFxunW*I!$nuF6PBqfL8Iy@67qM@_0 z1>@G?XQXygM~4%lsaKKflPAMdBf7xpPNFqnoC|QZPm3AuESzZf+-Y13wS(UQAv?tjO4#RgsXG6$_2XdEdokB1{2dE8h_Q&swIQCoinlC`5e1H95L4 zolzXYeb023e1gZOy)Hp_v_&q19tJmeR1+TdIP9Y0C`b`D5jXkuu;^?re1y;vKIe+Y zA1pyW6hNEJ;<-LNWS%$UTK0B1-YaH1R5fe30<$46CN+a1B1rs`f zR46&btP6`5Y5FzhIB>w9hrLnUKa&l4#NWX}N%X<&*}-FEAIrkR0*G*Kw%zRQg*huC zuwpcMCmXfw{xI54cQV8A!T{FaQxn6AN|69}Frm-z5X6=p%0yWtxEmvZT|C-)dc*_D zcK9}h^lo7V(>6BdH*WcOQ_cUd$ujH#A{&{2Q`%Zv9g(=NfW1Q<5Q7xz3^WMw@fXyR zsUe3&S0s)d#BQ$(z^9Au!!{uyCQL3!3M?T@ZPI=Fh>`@QA3a(Y^hE!rt_c`svgxcL zxuUibJNrn(kZefbm(J=5SjsBu*0mFenyn%n_8AeO1g^q zB?t>rAPuUqmmU+8E+w@C!up{bRgMoHEGPTipp-l5cKrxgjW{JuHpK05Y#T!E6||YS zW&5XEZPYDEPkBH;G$iB!h}w1$5jJGtufU$#y1EYl@j{GSvKbfhjFBQyO*sVxH(>jN zi>vDc%oB8S7X*2+{?o!UenM*jx$3Z)0y%>u6Ht&4w0nsX0k%5~fDJn*BXo%C6``~s zGfqHw;b$&|%l7+lF}W_`E3o-|)QC=-@8$?xgb<~wQ3@Ub);M8peU$7pLLW|N#O1mBQ_p9$@=}5A)(*tqQ#iK!L@&3Kj9VhdLkSM&OlPaR zUNbafyMDB{q)|HtF@&C(*d)2YI@scRAYNMcH}+}Pm#0;oO*wSW$A{@(mCbwDy;Fw% z-ZieWmh2gCMn`88G}AQZRZGRO+~(hI&-d%(^yS;qZ?`Q8l%DPSOMO3&F5=h8$9`H0 z#JtchX%`o-La~s)h|oNGogWiEeE1BoJ_2t(*?$~L_TIt<3m?|fhZe-)PKlXX;j#3a zi%ZexvyDq@6u{!7f+vY8UCuvTuWEi?{ zylb9K`tS$IsNis(SEui{-4~|q_i3rBqc(ZwVc91<$`e}f#csd1EjYgD`9 zL7NH>PEfeMj2AyBbY~q`;K%V`T0CokLfLbWii!Mm+LgNuKi-s4tCL?hy{4?jkN-Gd zRuQPKu14?X4EEIc1B<*%OxzFAbm6#ZZM4P$)dkh|C! z<43fk%uEqqO=|<7s+7vfoObtP71#*Gb~~3U!|pN}FAg6{lr~>#>wWl~Igv$*_oXy? zLRaYmGAcz~v^;7I4V*q9)KgJ(R~Y!x{SwpyHO(tf9a-Lk4$ z)2h?k08kg{{snGvx6C?F9>_=A=|#sCW+sPnzRzk|Hkkv2orU_~J3E+REUzhqE66>k zaZhC%oTRdFPQ&`5Aq@A2k1JpL9`s_0Q3oxKroe$=-lpPdhMJBV`2$5i2x9h5nP#i* zfRaGbW58)KtK&R7FfMW!{{yC7C5Fwj=q>#CF5Kcz%djgH=e7BzNP<{QfJ*fqW=9;C zAH~eOQwFroGc)CnvA(IzM1R`%yZAj37zLi7Ju;(nW2Nukz1xLbyp)wr>}qe{Udbpe zN$*cAuD~q&Tl_T0uscfza_!Ds?&rvH?=v%P{YGMRjWb71Kj;Qe&TO92Lba(B>YnQ4 zcX;Kz)q0O`lUe1eO!CkYM^QOPm2E%;(i$4|LhUem#vRMvf$8J8K3EfXEONfs^j2f4 zV9UZp%9xw6?T(=75`BwyS#rV&HhL5O=S=%9gr=uk`;A0KMy9u~4aoS@=Y9k39gRur zyoa<_vjZun02xF1Dw#ux#e8xN$%cJyYgzVlL7|^k7{cPFINY70*O>a2XRUj)Hrg=M zs7{SqeTAZ?W_FX|{fjB{Kmuu>OtA-|@#sSB$BTUn-3|-8YcE?~=EJUSgvBl>mNK5e zN}Js6Myodp%rq;oI3S&UAL;Ta!0*>&{;#n0U^_ih*~rXcgnz89teaZGCyAV zrxzQQULxkJ0!RVZz*7|RpK%23cqWoKSeiB2><4MG+hvFQH}QpbaiOW#Wcn>mVZ5Q* zTVUg#KRQ>{ZYpYO`bA!QBch{AIGx!%xik{4oYJ)Z9ae>x-)xtkaaXg=Pz)Un~jngjdm~67t$`aR_ z`^8+DX*JdeEtCcOIyC3)aWxb!41g?leI9_}93qDhwA_;OQtaLlO7E}1CGl#%p6ul& zMzu>G2w*)xDC}dD^PF53T~t(b>28~oM(S-HD11R+rtgxIE&TM=FT+TF1jaMdJlfq? z(TLK3z+{yE`<*`)_>oR8CC|*s=;#BbBBp*@hcHAUf2x$GM}2cLnRCzqrBH@GEQ``c z((x(g%ismLEe-S4e2u8=zPDXCQzTr_(l0#QAVD`?3G&DTlbd z^C9#CB2u>Bj6xga+Gt1NE9}eQE5(%riA>b#W;C_9|G*PCDDf%k_x?|;LH`l&S(Y{9 z-m`RsOc#Q!2(CJWmnWVr5(*-8q}6fxmW)G~amV@ll)e*pk<8HDsA_aroVRLoVn%)N zu`cjCXyA$VRCmdN(h{(Mr3~N!Cm)3})x)4Y@JM{FjedI2GRJRm>e-?+%w2bWJ>Go{ zKA|I{-*!}j!&KGOTtf!28u(Z{ii332Tr~dvu~ySB&bE^$ZQ|$6vHDW`UW@KcnM|BkI-Gnb`FLLJo zTw5wS*=Q8=7A8xLbH@gfNb#^5`N}+bMIRrb%<>0Grm}8HTru1e@~rtm0C~^WR{h>b zXG2)Po{5Y~lWYg^VdkJD{^Yn4ONVMeOV&|(gwp8Ok~`(-U&QqQ8!-P&jA$`&^Hd_>JfZa)}eGRkaTtN9~S`ih7Yb*&jt})scau z%3gO%Y!P-?7z<*J5+xUm35=q0KhpIQZBbEJAS{e><|m>reB_4e5PmHCY9T4`Iw{Q` z($kMZK9E7TuM+dCtg3nqyL?d)u?>FzosMs8W@QovsNMuepi^g@GJz*K$RjybB6hrd zeY-2<_`icw_Eu*C&9J~&yHLA0qeY+xWF0@qDP3fK;YG0QODDG=#(R;5RU7)rbcJuW zGPB|z(C+3FO%Bt=S~WJOYgU%JH;TVBANbH03+6LHaVUBWqqJAE&Cb_d$$i+wSzh<*+H2KquaP-0c z$^o$hQIV0{5H5@Gu$iUg1Zxos9t!jN;7ATVP82^Wv(4gju=Cc}Xr3O0nPoB86lUkw zL-vyyDCos}H=$|c{m|Yu~@o{pX+M>70Afr2Vy2}s7$pSX34v)0qyw#?^ z!+g8Y8gJ?RgJVNaxui>e2)9X}-80Nx(Zm8 z2C*93uJQ+J?0+!?ecSuq-_vF=Z8r%G@iL2y{}Frz4oCR+sy+`uM3W+L=lh}B4xsUt z-$lT&8N3klVuXdRetV7`fLEPOaei(6h2de2#9y<9v9VXSNK3X}A20pBw&P9+=7_JMOf=tiKY zW*I)mq_zA$l04I^mh&2tb~kWolYyf-;?;OE?GnyDtixV8^pXw#taal==4G$BH~n$; z94X(Kd&3c#2KYq`S*3KVRSpOh>GoRz7nj>(CDR#^0qn)OaF)_c>hX6t(*8Kph)?+E%NNNURBah`n6BF;0UOJ4k=blps znFDS70Svq!Azh9xF0?EbSF33Sz!)>=XS{|?RKl)Y?w3deosm(oMcC{30j)MR zoBjl=)_beS(n)^}c5K~1{bDkCOceD!4awOQWc(^p=5IJ{$(1A3)HGG}_Drhy!MV6HATfLx7a>jC#pO@loRt|VTVHlFSsp0fa9 zvJ@R?OZ5YKMPAlCiODxW)6l~5N2CpnilD+2>OK=qu6+GMUhD{3{G+jcEAjn0SCQra zmBJFe(i#kGjDB&Lp5$&kP{mh@!|q_AO;GD(jIkXLI(o((>y~KnPm$$ORA^EYL;>y~ zL?(?VF4Gg~jY|ezkz-sxZvW7wzNg< zdv(P0+75G);o}|Ro#Lss+KrdnwzIa>?MnR_i8%uk`7Jg`NU!$dcB~4N%utvrj)`Q$ z#p>nlJ@DBbf1^x@FNh(|z!*_)Z|~Vu9(=%Y-W50^HgmLS4y&<< zaJw!iW=&~N=;!Xt$sVskSi5PiMofzln=pwq`Zy7GOiCibfh;t)&h!HhQ?;~eJurqL=4jI$fKNy2X(;99;BE%`vs4tzjs zai(^peAjdbzM2?UN713n6Ta;L#Cr4wx#!+&{&Kq5*PF1*ItBhZ}`P786T z+gN#SW$fgD3lg|LUoCs9CWpmgXYodzfF%L4^)oprD(}y_efSuqe-gmyHn5AZ1zA0m zSy6fu618v2qJhz+*i24>;*J)GFA&TUWpnxB#f-B9H6xy$8!xUU7rEs)Py@+DUS3|v z(V>HXVsFI|uF?8=0}5b+agJ!tY}3#vnoxufry&=yX6(e@9p?k}wFlnuqcoEG``0ZG zCvg6cR8u<|=vrq%v&G7SkaUDBGH?(Ihk=;W@ClgY9AFHXxpzZOR(9f!F!{@@FjbB7 z?S<*??ncv6!+rvBC}K>vIH~dTzY%4})}YYabcqsW*_$Ou-heLVJTtUfn3I(+9@hgK+y> zqYIc(X@zB1h|Q08u++Ld<@gGb_dnd}Eb>P-g@UTqTg|5)zioGbnIiPO{W^IM@gxfo zgg_DMX>WCtMT245KypI`ddiJvm1haaT$m~lCrUISo|97_2{pJS|NoDs8^m>Fve6VP zx;7M%WNwWZ{LaaZ;1H1Id@n7AZDO>UhRN zAKn}-l(*lH8T;1QT#YJ|-jW*Zh1bqL03G3O#4)pP3 zbItZu>}F+redInSs39HmYGsRH6FGn~yG^^B@D>qEY|{FZzo-Z!lZCZA*Yy05L(uNP zyW6`##?Jlqy-oNY9$ohrz{Xy(%)u#lWfc{>H)$7h2E#4%yRqp>?+4TYg7KlzkDrSr z;iO$UvVL+I0S@5SDJ*daiDS)WOW&D@3$prH4JoOCu-D9kP5f8j*w+** zT-)Zq2af4N|2t^cd@k;0ilsZjm+)&7k!7?`Yw>8%e80YUZZ(&1i|v?2P%#-~jvB#v z_d@)O5S}QijJw)Z_v+ZoPYbzBdCPvIfCJlmLG4Uwo&s)p#f4>4*VYJ_O9*R3Oia@? zBdo9rv_rULz(h%E$1+LRY(k#@00L(CBLPw6Z`o{xL6I6YUYszV&STCV4vr(7s`c}F zZN`5U=UNRZQMCTQ>bSjs#tCi$=Pe<09z0^eyKf16v0S8C9STN-=86LBx_Qg@1<0MzeNJ2ix>S+p3`{clk1 zf27KkRFQ9lvV3mPcHu|kbY6grr+D_Cg6Io5+;-~*lq_wfCplS0(>UF#x1xjU2>>$@ z%o$`O{$}QV%be1}Sm$C%sqN5(RW8_j* zI!Hj=CNJkyQuzLNHK?szzr6d$3xL!7&v&}D`6D7Dih>rp6zSke6J=gpe<2oTG94dGb<-qY78x@ny_a}@z ziO4VcM!G@0rrJRuu)AeO>sX(4J`R)b=xvYv@&1BCWNcUaglK)_znC$c?>WUat4r(s z!cDRIkr!@F`C@-&c59aQ>BZG%4f_9JIjF19)b}}(zF3Eq{^rw~EtfMAEvB1$hG-LT zwRMKecqd+W1sMfSENab?livuM`28x-t?6`IwAKf)C@u8>l&5?n)CI?9+i;<0$Cm#; z<-K`S&wcyu{jJDYWEN6MT&4_Bkx~+wBAE$g$kb#e4TMOBGG(Y_NR-MvC6wrj5+bCM z$Pl4OgW9jtz4zLCJ?nX%{j9b3dj8pK{qFUI=W!e?x}{!kz{++l zk~c4LE^ft-`R)JXA3y%Thy%{d=2nxV1(BQy&ERNGMsE5)zVFY%DpDpqu&CEz4_$2J ztVFL6bMKm!i_YI&$cmKm-CQEdxZ2gw?xB=iP4kdihP) zAy|92p5bO8ggC&~yM5DLYy=ak{1~|aZgbF)%Um(wPe5gF()9Ew98601bQ6Bo)-p=k^Q7`$b z`6}NUM=P)Se*<2RY@Pzp`7a$`Uy4!A@ZL6k5p+|s^u&oMt;4FE@srn46rQBE0X7(m z66uJZN%gm+e%uYFWsin_qzjn&1=R5gh95V6KAUdxA$;SnlzFljiubgn0^;ZH*|%?g z;r-n!oOr%h>CS}52V!0lxoi+)BCQ=dOSdn-S2&dy7Zy$kDwH-5=B^*@u@q(L^oxS{ zatlV6-<)}ExlIu0%-7wErAW!1sT{4$>+zx(nPf0!WDsiW&TCvh=cT`QdHufp`7-M2 zFl-Jw+k^u3!l@S0?w*;9Wa7NNy?ybwkg5C-MWE2KfNZvF)>I65JN;hn>bHTa88dHs zu1WZw$dwv-Bvigsc%S-l4F!ndVtF;62lsx(y;a9gpZ=us@O9;i;TH!Dl1^@j)3^Vp zy6F<{`g-1P^=hw|CH-oPeqPq|`V|oNkQ(NNQxShP|LwabO=@)-b(}iIb;*~57XzQF zRc%w88S-yh+U4t;Tt8n*L`P|~`YSg4)9=+@qjbxjIm@`DQN{9D+miTlKBJFQWry<* z@Ayv+_3GU3UV6^$#=q+Qe_**^zki}E+&7BiZg3l;f`q@p^Jxvs^mEoyGyu%0W`8u{ zGb%Lc!iNY7xCE1WnuF8r&YV4)j;z&==4Pn6iJr|l$Gh7E#HD{5N4)`XT*r(a}@5XL5*N&8i6Lb1OojK8P#YTj#6D5Oa=jZZ>qzyG5& zRMIy5pQao8U;57f`$T7BW)ddxS0A&(SQq2V`>e%7-nHf4u8;Z)x?8NSH0kyXx7&3? zde5;G@N>G$)y}|94~6Lj>-f4n7vxV^?;K=T+>@h3v>^aLEr6rwzt&#ljJj{r<;WgN zfxjv?_7EaB;R}}Lmct)D5Gjk`_Lpesk9bI*1Hi+l@apxhA8w!n^{v!7!9yjk(kmGKS}=)Q$Cl#^rsNBVMmdy~G;9o8*%N%;BfFNi#}$zc1*ml^P7 z;G@dBG_kh4Hhrge_1hWCGlx~&HSpSP;Q6MJ5CP}8KN5bd&kpP1Id{(g?PvX;!W`W5 zaW2t7du?$C_{tcl)YvvZxMb%-a|>O~JwJ2uy8jXB$QH>P$h>Fip}go-XI;V7Mc4ze z^gMs@-*&X+|DvibBDddp;IA;w{-S=U%v|IyQ^ZBeeG9?ObnU=3nKa zjy0;;k8!VkNqhbw<95A{)kiD;wr>-Vb13Cr=7a^)U)m39xAfZEL3R@-{`7tC^5@#I zmx-qLwtR`Cl(IQj@UG>c;_|nST(oQ6eVn{<=9REBYcF@3*!|3pJBm0 z9NTUr{P+@G8~d}ORLR?=c%|mvs^oP!U4D=Hs`2xx?UmtiJNC-eyaAE)-k)^giN1I&##gQUsz!K<;PHykZ1|B&l7(75uCe=H?(_E`6YY z%IbZMWXV-jCDvBGzPg;x;k*ko;G6N&XB+&WSTX^VIZrtSEfVDtjQ|6QgAE0vx=Gd~Nn zQI6YCB)Su0&qB)OVXayk99FF-r7A$mVTKMDg0KHe{}`kg_r9;E$4qnqCY8O+f$|9!hj(2b7v37o1_sefrF z>+7mMo3qc&8^up7E^!Zc6Oksz9$iCn%BA(-1)haj3Ue|5Bt&^bHROsk!G%l2= zDEG+kgjD#X!|aLlfJrgqy(^!DiE80EGe;)y$WJIRMF~So_G0oEOL@TW*aA)t>wjhm zmBj0Y6mT&68D)EdxgEI(Kv3-`dnaoQFGOgW&Q0opT&$=nuh#4A^{>}N5GjP@4~kEdVh%pPRDT@^8sorI&d$irH3+}7`3ub8Luk2W z2qE5I`+PQyM-U(Ts*ag8Y^9t9M`}Dg&&a1_IXpD~^ThmJz^rOV*z&zniL)Z}hQIbQ zZ4l>U`SRMl{Mgzbr($Bp@JbSHeIjh=f$&_QoN*4XDJD>h{4l7<-08JPph(nRsgR1L zTWvjcQ72RtPy79QEy}*qgp&0JvJ}rI{Ce4*g8i@R%q{NJv+a>s5bFtXb@G{mUgOF+{%BX+`5=gOx4D z?d9b`{{QqcxyennwtL~_v*#+MXlT^yiZ)_7*B?=~>!qnn!{g*rjNgKc?n{eReg33D z6&~SiFk!lKG(dn^Syi#~u!%G+UO&&wdM6Z!Nzvh8k<0LvN3zlALYHBgBLX++ZM<;?DQtxNV^p#e~UWbB>n5W<5H#ffNx`rsVS+r=;rKy7_(qmG0hyv!}U!gNg z%u5T1J_m9NjQ_q|5S%t$;@3CLzRt58VOOq_|4Yz`isUY4ySW$VGA}%pBQAa5=V;GA zpJ&nZuMy4_c~22Gp6Q~L5_#N&uuA)9XJ;N_BrTE=vZ^2Fe3Ykh#-JBAdz#S(O%q45 z5TqhVUbV9_&DPZcB1Jkq&#%kESpN?q;*CD@yuNHdT+-1ugfZaT~0jGvF6(rn;>~9 ztO-F>r(JN~4THDt$-+2%goGlOF^uyJA?T%2y9O85E-1N?6mjj+fSS+{-=iBxlq48g zShZMZq0=n>ZnJegGMx=GJ*^#GvmIaDc5(j7cE_vcu^ZqR1_(?9DWDRk(C z?orvq9ew@HYr^*J*`tjGGl<2IxpVbA*RPi(7gDOU8a{keoz(Q+ zVVGXAWMVeHpThLwN$>G@>Sd1TynDnDE4;vNfhFw<3u|K0G+XN}V){1y7qwub(2r#~ z8`Ab~bVdKgn-SErms=_{pV^BU1s|7zVl_tOU2aqc=d1Qm-%@&Adu%T(dn71uy25B> zM$5Wcckg})E+?`xCt+P{3^iqj7uGj`!+~&%h8Sngi|h$}rle@mqQz`f4&E1V7wLk)>@$FQu?; z_hQzbZx&BG%)}Funfv^blAU5MOmU7w&VqH@S)~W?DDK|95#AhksKF#Ppc)#}lBFBZ zM(3crMH&k^UD;QcbrByPO7GTTUX}k4!E|4}y@_|@9G|;y+`L*R*NwqbYR|~dq*a7o zd(UklMw}370US~JK$Du~lP6Dh!fQxe?b>uV2&m=-*+^ktUxo#NfZbboZF=x)3j<0(huI)o2 z3C?)|6npK&ib!G|6*8MDrqW_2rx5=;oIcLaRTPvYQsUtNwLm$P6iECYZu9iTy82T6 z^XJb?Bu2lHsdM}OVp`bbi7js*zXO#=`5lxDdpvr&sQ=CCAEQ`fz>i0=X3co;5RaO^ zA&rs3I5jfSvb_JsEp(Hy7uCJGB3sG+ZOL7CJvJjF$(p$nbx}p!p*N^^b;b_xLyM#1 zW}^ZUtFY@SV%Qcwu4`}7qr?<0Ik^r@V+v*SX3A!9$Y9!7OgY7z5(}m`V3t;7bBaGA z&+}uGh4t8S&#l@YV|re`3}&5+JkZau{mHWw(+pPEY}!wJ z!jrKEkW4RyTD_fIion{-S*l+oqvRyws&wCi}zmP zr%xlHmAmLhP*m)qq{MSzo4;0V4Fm9_HfTR$^2yrDiUy{P@**-d~?b<6gGvA{ya>X)sCEQy{WOkf8MKCuZ~f2U%`IOXLFnHm6dB@m+Dg+XJ1><{buE- z?uX62wUAmSbCzZQlZw2Nl_;(xirH(Y^6fV5+}UJosA=krlbD9%`g*IZZ*o&f-(`(s zYccDX7qP&jf73j*!hxzs?vW&o%qLGUZ&&&242ivj3duB&aH1?L$rESbAv0%oAY$^U zeYX&^Lv6I)=I1N$Ld6Zb-N+NoFzhDDVuM|j6|ts1_trn6YG6%8yKd7N$YD3GYYSXg z^cBP_)Zqw{YY=Y;NU9%ZcsUyfSdR%cZOgpE9XJ<>loG2M%rvK9JSjo3 zid!5q<1u>WP8ve&^P-EIJRO`4hVVPwKRx|NB7G%UkeJ;cPp^$3LI6)!F*j;tQ%8Xj ziKJ6wtjhI|DZ%6W)9zQSe?!et$Vqz`FUUBDA20Ol9EWTZ=9NMFxm%h z=y^b2qqW~Ve;gK!2M*le|LF9@?w4*UYu-^=yl4?_iw$`_xIb%m?;gC+-l?DViRc{HVZt9O{`nr8e2-^4_7pP~gn3pt4f!!S!!li09O#3WOTD&4piZ~gR0 zi(vt?>S$Q-a)1-?otg7?G9g}4lR)CUg%P`rb!t3Z9876r243dOc}C3BklW_}Cm{`CK64ib>)3VvZ?RNj2YEy>qLXUw?yQlcg_H zv~S^<*-ZD4A8lkZ&veD>Qa^RxYHzRV)x|F_HexSWavw>&oPLi#rkbuK>!pQc7Sp|q zJClXaZJlqck9FiRvCwo0tOqs`-{Bd(7PR}5lG2~I%(lA!&O@R0;-%tm^k-Vy&=o8C zV>kDm1$LXvQV9X^*|x2r_(ej(4?#Ed4Ri;4*?N%mbAP^Z(|k+Fn64$k#3?Bm9CR4v zij@!1fNw|;1+O?C7|M-@Kk@;MNrsoEO`o2WlCpW>0RMMbvmK?tHC_OC`XH82vHIC z-6Zi!wL^yv1H8-e<02r!c=?B>id(caoVyR!o$137D=)Qtv!5TUv|h0Te^{ZG()Wa2 z>icqH9O|;B4^Y;K3zp8%&Dwazusg*J{E22T<@?w6=3ec2Xvy^N-%wf4K^~w8f3sI_ zes%LYZ=$|`;-|{n=EY}TcAa$q+f)v&jHl0ndhkU#Z5Hz+TvKT{!m@ z=~&t{IpUwh&5kLdc$7b#*4X*cd%)gJmPZwjb}dm>5bYU2+=y7aawh&}T66rQNt@9O zC^=^v3>!Y&iK|F5EKZ!M#6xxj^k%To(`wkTqjVQN z)QZ!t5VTAEEFpb?8F#B7g0@OeOSx3PK?4g$iL#TAoj9?HnzMku_SBg(NxUb?Ki{?X$Fyhw43<(*<9a>r*t;C80nB2D{pBH~he3R!y zo-HU0!o8ar8fkfWKzG4X4o@fCb4kEf)Ww@BWlPcc{e+N(@2!KyL%r3M15E%9I%*oC-G^xXRxDfY?|=-fX( ztO{2u3i-r*h`)9?@$qw1wG^6v91Q1gb*lHMcbB!KxzL!=zRBdCJnUe5w8WE&Fmdlr4u(qDeLI^uH>5RlBDu(da z4teHLwjZ^N`g<(=`|rqOrtaIR1^;V2=+v-QCt8Z(8|G|WisE)9O&Zyh!8b;;fiRc$ z;WU)+gCR*Thwo{lk#Jq1jjJ!=t+#lj5_T>p0f;F}>^|D_(6mV<)>D1k3^j=1gu z6!i8e90Bz;2jWBedmN<{hS816i(hQSsV@naYcDS^Zf~!VFMUg^?x;;^pFXQSrwkLD zn)o4M9yUF=aW9Xn?J3ygCz1+GtC;`pU0rhPFlj{TBgn*(<})Tv+$6i3$O1|ot|s#N zQlJ&Y8+hNd%6a}PO3TXpM(aDZeTIV_@h8~}ZPu?JOcz2kOV%_s6KRw3wINfTzz3y# z!NjTV3A?QVNJt0Hq+dp>68af_yfe1alB&Z>mgq!0IfiitPdUO5#DXApyzO^A|LZ?J zLM6bLo_vaP*p=|Uefs!vzLi?FH*_XzrP8?qnWsIvIk$3ewbvoACYnNLV@Br6J}yt8tgp&@pk{kVRWO zB$KtsHMA@3o!G>ww>S2orIi{R%;{vx>X%$!h-9uujY+Q<{JT@j0+aUXu0tQJ1&A00 ziW*Kwwm)|QZ6~4_osiKfHO=ezazG8SvcleimhlvwX=osZ@5LE)%KAAhsYerb9 zy@*RTS&u+^jMpV&^Z5%F1mjk=p6Meit1<$59%p7A#U0#ig)Pt>!8W_*wXdeC88K>9 z0Egy6;AxrOU4$uq$e}~$A8fEvYnw#3^no>blD8#Mb8=!BM9*St|3hn{waoZ%-sbH6 z%vxFC(;Lopp}W?7zRTW`!?0$IB)~N&?cH2w=MjJb+%a4w+cB( zNez91Hy>}B1Hslc;b*Ig%E}-Br$3AMbP;mk*WpYp8)+{N53I;u}YNGrQv(sD;#GA6{KHfTh}v*)zy5 zys8pquod7bjF}(M(;Eb#^K&~#w2N6?08)ME@YY8pu~B5pMq_954)`fsfFd11e59gg z0DLE7$~su&;ftcR&VVCXPfsr&&cFvZUxF1RTvrZhfCJ5pM&!6d795BSXj5J@x5{uw zQjwd(X5esq)#1sxg$`T}<{xQBXvn`IFT-M25^ey!C7^;7nQg>&HP!fRt{Ygj!bz{0 zO|Yp_&mKJlAmipNC|_fvzU7G?PwK!Fw+T)A)%NdPl^2|IeN_|i!Fw#;ag}*lcWm?aCEA*!&;n zVYVbEBk1QANm5X|W&rniw>-~#C(KWri4n0gpn76-j{DIjjZW6#(b0`z4u^?vuTN?V zTGf1Dba_SG)uj(s=T_3VSn3B4?zjA4(i_7Leaf!5zkkazJh`s?+~5?h=n#8L{-_tO zy{HWuaD_7U&|NBhY#f|8t|)fy;QrDZnyUEK<(+H%*R5NpvO3zkyqkswH>AW#;fzWR zcr+#^5aPzNX&ofHTFlT(;5{wW76ydG>5&*8h7xy3gTiIJQM*2&VvUKg7e1nu<%{fg zKe_ovXH1T=H(NEMb^lFk=H3fS_D=Iic~d=M{F$r=cD2zZn!&-roZ1wV`qVVnJS+NY zWH#zq?RZt_1z^uiw87b{%1iRP5F}4{UT=&N# zBZr&+DGN?HZ*n;AUl>oe(Yq75>vb1hoR&1mXI+)Macxy$Vc{-bG8q%w;Oe|4OdZp< zIUVpv8qW)!6&~zMj*5FX(=sw5*(c=6T}c^CTYmwhlS5%SHr=|q3}7|oc*f1%`^3O) z%bYQMh(b6bXO*t*HIH`f z*{#9EWDz{G+uz}#%EqKOreP`T+1*MEB*7!tNrU8 zrcWOQMXbXyue<2OlLDLTgY2I!tSlS=q6D`^FTEfx&Ot5=X%d zKiYsg^*hpmY!WKlm7hKp7S;iJ!%RKVzWQRHvXWpB-gb~N@oiRIoEAt0R{-uLey-#k z>|is^A*24001?x4bwlT#vF{exT<3cSaMtk?CL}%1^=Q&Pz2q*n*iOKOlW!j%=;FO| zNRn%8{3=ClPY+%^afZiO^If}jv!rSEQB@nhyURUa&ewe-#KxlyxnJ~MX@*}yZ`9au zXy?-pQyVBLU|kJA1?}Ho4|n#!b<`Vp*>iRYF`-b?oIn+dM|sA~0G8qTTNtu(#rF8V zjYCcHMNs%DF?^i(jRAWJ7s)0Mo=Z!~^w)BIU2+z52={%R^f+=PY;t$N?saS8!A zgk50XU4ogY)Ga+dO*x&XJl2n&nY?!J$3Rt6tpKS7$B*}=J6iO2oeaxi$N3v~g;}o4 z1)s#os5sPK+P!qi0UcfPp|!y?_%v8m4#85oJHe@fhu!6Vnfg8v)Zr~hK8Pq^zV5dI z3;Xta9zJ+5d(IqRf|;1E2hF9KW;^q96=gd%z*~qp_{KGH?Ce=}kE=7B9yEL2joMyT3At(w3=9kcANWYjI~y1mT8TH& zH8N@~sVyTbiqbbH zt<;NJhI@a`HoWvKK(!k@2+VDK^GCG0IwmF|J#%?_Qic%kB1tjG{~J)Y`R+8U^xr#c z#*FPi-r-zhQxd%f3qy&ls^Hj8GfOZLj;=jl9q2=LC`vmo-6q#^lI5z1=3^>({6 z+yw{O^KZrt8aK8YJ2t)hksbcQ(p?L1f`PO7d9REgj%y~u$N*p7S8I6K-0$S43GT*+ zYkP(sUKd)XXjR)YI5i(wk@k#MeKvoW5U(w4G)E^V_ut><46tsh0WB>lFp{H1MSmMh zDIZR0xpCnToFA)>IGp%8C&%zcb05{$_h>#YWwuDT&8Z_5(Ii)DEaH^}5MHw*;os`P zpovo9(87Ti4(+}+WWcW-URnn0p0mDbvm#gz1~IL-l-eHsZZX~bg<)b z`BEVA`|ydr^REouFNx6x3vh<8QcVIs(FdcyYdq z;ECKol0zgVn}2<rtLx$mJiZs3{44%qK0(# zMr}=%ur^F`W&54y!~+Pt4ccer$E=FjRi|(k^dawek^`S#U@ZxpqKBKkS(lfqIH)sP z?$Gq~6h>3#I6D5Yoct=Ktsw>8ZW2Ga*(_ovNfjXXoE#V2a{^f6Xd@vEyrTw0YQA@= zhJs*jJ$H6w6Wh?SMh=AmPoFMdG0mt zh&Rt?dEW)PmUt>!0~l_dL4(?1nFpA<(C*Y|g17}JCOM^!s;aU=z~I9JS2U!JPU6Rr zVZ4<+?ZkE5X7E}=+Wh+Ax8qup1qHai@7?FrqW-z{%@+46ax+fsNP+AW_C2}=93B;g zJI4Jp64tiFO-8^uMv((xO?1H)L8GZ7Zj%YZO|tdiK~0ny1){Ry?vvmlzMQgxlW#l+ zGy2+a$~NvZo=T51QCG^L?I{3mp|gZ`*s{nqj71s^vX z|HH^>JxSMsaTnr(pj`>O;O=4Jtt{b+Bu(mPe49|Ni}E8gMxPn7zLv z=Hy&St;|YIlPfNR=ZuT8A6;b^GbxGEg;G%v1Ce3<{=HfhI|xX7=xn=BW!GQ*LFjS! z>*5Q~_9f+68C;?d`BmtT5`y&A_=0A(n$tDQdwwqgFq(rdRnSG!oG3$pwd-{3*iqug zss6FDPvYZ#2Q29~bllpt1Ia!3j#J@n;s>doge4#pNkTPHipY`$NbcRYucMB4;Lnd# zQM;jjkuU7OIm&6yO5FDYn_4RV25}NC29?u^%7DsI+747>v6-rH&S-N!ElaECL**vV z9{Th)(1L{RvXdlNgF{%e(&4bTI%=qjSGv7ieD7^63uxsC#CHqEopw`|2QQidWc_oy zwB%9Ufpn1~0|A47gVO_kZEi?dDc28~IZ7iN^(vVC_5FKQu+vtT9%XA6efZ#y)*|sjhp>x2 zM+UDOK;e&9lLvRNh>T!YFu-p!Xk`!Jn~?BMTjaW{ZQ$5u@V5)kE#Fqe_hEnd?${wY zg$;=1lWoMgau1_6;BrA?z}s;x%SUM7M{|lb;zpEZiXmtUP^NFEN6-Zy0T7ZbxREE; zF6z~|Ns}#LB~li#)!W0l%b5ihBPs)?9~yIw1MVfELL_hgezQZSP26i*HQB?(cl^63 zvSgt%z-)mgfP}M*o@Z{}tceO-1{{XGV=Ifd0JMdGY%4TO)Nb4Z8>Ga+%S~}*I5HE{ z|&Y-?>;KZr;?w$t#JoEgv0+MN_GLJh0Z_ktZytP1EE+*U;2NBrE|*j=14L_6c#n zo77gRmPM>beFFXAj=BgcE}T(vPKD>I_f6SBQAFP&YaO9&yf5O-x_otFw&Vi!uP@Zv zj9$+lZ3H??#<8b2#g!-KN^QtqrEZr_azc;JT`}U)R@his*hh}#{xwSV>FkJD6&S>H zmE+PICaXicySy#(Z*EW7A<52wL|3j}y-hqbNS5ZDc5(u~scu!rV)eaxDnb8)91!01T~#+ zIJA16&3k$7GQKB8}A$7+@b zWH#rh673>2nBh&T*e$Hb#%gNub5oniI)z`+*VkVXMw6!kq{1B}#kQPE%-J*|0*eDi z-j`T(1+L8 zjW#!KD`8xYn3YL+z<%tr=xJ98D&`N!?t@=CkR8Q3M_?qpr{dsIPuM&`O0;GM0z%40 zBIyMosXwAXRba8(8RoT(!IRn#TG?3ccdld1NGD!;HZGHQ&#p1E%X3_x36zl04qhD+jj5Q9tsEIlpI@p81c0cm+|a5U1e0Df;oYU`C{DYv9ZzQB0vzXZ6vYOPS06sjz8x zAUOuQkF#n4Rt+I!Iez?ZLRS~)?67cgaWS~@b>i~V$>kas&tKWmtLSP|hzv`5(^|?J zc&0zY-(g8i>UUEX$#|f2XB=~vmwgz2kn8H>=g&`AdD$011UeHj_g7h{fk^K$i-siR zF(N-C!_3Oce*Aa~zI_)CS&x+~^}&LIM(7ph=MN#zr}!Y{d2m=*-h>rQ5@>+laxtBx zQNt=<3k!u1M(Ax>xn)$d=N6wocTU(NeQI$8s*&LF%{4M{M2m`x`xf#A$+L0$^xA=o+3T`6*BTf z1SPN^STC*Txr};^+YA951J_1qxUz+&=19PpNUEksbbV6>w=2DIbp{01`t^TYoyVXD z=)o%fXYaqYSG?8Q8}H)mj3PYgDWvQ)^4i868Mv3jkPRA0&$QLQD-aAIv^-|b@&)te zjpuAj1-nA0a|%!wv+WU_(d04>R1Qs zvU36W;frZzw^N$^dTO6t zUXSd>kYwt|&z}n~J7M9%f4ZMX;!FEDil`81<9?|$&&=GbfmxmB7z|#_$Z*( zkMG|(8r9<$H0{6rJT-n9s-($lOF-NPx);>J^6EO*4gc2K%q!Zvc6M+gkZWW^3H7$KJhC(54`b3nYilWi6&!9JqJZ)!UQQu>% z6)oKmY~b@he{QsD)heL++qZ5h(3{v^O+@5#K5@|U4?bwBnc2BbRRm`>6r`LbyaP~H zn?{{$$AYt567D3KlgRraJa-W#QhVrdx}LbUZ{!JW-CwSKysA@w|DYVo$2xmBM}_o* ztRiZWb4#}HQF}yhxEHXDPO!*Zi6y-6_DT_eAxBpH4d>& z`AK!+=Jw>i`tb51>YgdLm-qMG{PUg^d9!aR0?Q-37mpqAY+DbW5=ABvF55vf^ATA} z^-7HnPKR`?%KS!x$>Bs@j!KCH6c}{%x^+hXygCfjeAKPrVwtOr+IMe+kZ7N%R3&m) z+F*&OG+on|$%Yq&(JTMThk`n9^;Q|ewTAp=6CxxsOf4Z%sUxUpe4tx6*L@*u`poPC zIk@l3blu$&7|!EcQlh(i#5cSHna}H+nxW>MhHLz1<2SnpS~G|wxGXeHNTzE2A*F# zH~{4}Dn6Q$HxTH*iO4x{w2^{Q?=7%Cb4YWPmyYdf9L4$t*E}t2YimJXIdKl|88&W7 zTFUcnOX<(I#l`iOTApPEc(fYhYSBeg>yu(>+IdpOo9cztAI)YRu5Dno>Jf^xgLmzl z_rG$wS^vTBuX5eOAab6|bp*JvlaFjOdGdZFUCzu6YR>WC;?uWidOtIBH%b*-rZtaG zI`a|oPOcjogE3xPC>#6s?j25p@BDOn%%otX8-ZGb4>J03iVK*^{Qi?C!5?Qw*>^h~ z9etc5fVrdd2M#gP*)Ce`w_LmSpE&Y8dH;@?k5HIn`F z5(d*Oc%JJ*d@e*J!)SToFO=W{*Kz|Nd~fRS`RfcN9k0?|SHzdjTeW(&C5 zqE)MuJ4;Zg*aGsEkw&DE>68!+;DWlKjHlmBqt8D+fXGkipGNWb4Wf&@PiKYf-fh8Z zJkCn`_rU`^+WVUAUski5m->jyD+)D_zgFxq%pgUP^K%ReUH826m9GsFt1ao2x)4~2 zQaXal@Ck=Vb~!SA9vu)xCLSOb9G+5=aySsCIE;&S%)YO%h+Q~-MVUocweV>?mwXE? zt+5n|R#r3Hj9ghh|HX5?c%%Khbq_ce5NQQUTzI&Iox`LVDAx>DjUTXxLg=I;&u zS|zvXAley)KG%v!dG7jR0lU!7!a^zQ>C%(c!g+E{`iRfoz6Eh$B zO~GarYQ3TWKd1zI1gmNs<&Kwu&-Bp261h)!vC^2^iAEubGlj}nTEj*|TiEvE z9Gp_+A9>Gqv!dpiVHQYorzO6BtF1&8t~Nvi){7Q(BcIUl@%>k%!lKiciB_2*1uhlH zkHBf5W`R6+!Cpn#ZzFe>drGE_9zA}1hh}oSl-x0Mgoh;(wv|Jt{b@>u(ZfO?v>6>} zsTfu>!C(P>ajTmE6~R{-)s#X)9w3vfbNcFVHi3Rw@+lNU$TUaU51_o6aRcjYEg|g+ zXf`%8$0OCjpjBTncC9OOBW}=T{}piJCkO@&>K1Z&BFH~`*bSJTamJ*_kAG|mbr>=< zuXTAtesYhODhg3#!bwGhhb!0(t4UFimRinA0rU3nZ%rvApjQDD@M^3L9+9bw_i9}L z1{q2!D=Yg8!Vep!Lo}@-JNsBnj2cCdB13Dx&*Ze4a#Mc2*ONc((>tbkKU|(tF$(@~ z1P`%C@Q&5nm>jkR9Mb{DS@{JT<{x?pTG{^pUP1pt3#+HVf>QOt68xG$8@DYm@C3tUf!FZb^W_8>g%r=K%)=m#GnVVD^+lK0 z2Pq!5e)!(tF5`u%FJ6QkNk5&nXyCeEJp$YG*#O{s|JE%ZE*xh7B59^pe!4A9oO;pD z&J6yb_*w`&Z&j9Eihkw*0lBGuIl)0eXj%fGw8z5M9Rof2^gOm>&na;}l)OOPx-td9n|1k%u z*?HP`<+ki z1grx%>_xjDc63GJbL?%bnW2d;d@E+PB}%`j+ft zpOYW*&&$??xS%x~H*H$O{P>~+@SFHeZe;)cS|imnDl{RrkylW?3f3SpYWH&%wPs(O zbG-h-Hf~-W5oJhxGsv&Riz9EDw=}pLXgHM_)TfT zE`jUQ>Cz=KwWJM?2W0-z{-$XSLHU`U;lR8;fWm}7eV4QJI~wY6PH|*>DfsX4*3ORa zrEwJads9_ovjOfksctII@(!CjDQhG(Qd3i7rl+Cq-%)_B5&s#q0{j;Mk9OuL(ink1 z0Z{2TrX;YXWu#5Nwfio70|<;uYJHb$9+|vdG`8ijpAm_YWd-3c6CyQS^JW9*VnDjjV-VGvsP_g@=6MDW=Ec2 zr~{Gc`{ZLGhYBPZhLH`mysO<60yN&9Epsj6AIV&#ACM_t6;=}_G^dDCT)1@U@vBz> zsdJTYeO!L}bs0e1u%Sa$D7Y0wPzRnpd)A^<*>&<0;M>IN+%GE!pDW!cHa8(4n8k~1~O8# zB}wUbNl+#3ATQV?bjhB$;IIu#VE{Ecbci{7P8k{2qug9G=V4AHZC;si)}rTmS3OQY znWIJ@lK2@AI)};hMKPz3IvZ+Um=?4AM{~>iIxafH#*eVE(HS`KV0!x46+uy58^T*c z+a$*}3LhIeVO7s7GkPVu+`k$7&-WSrwFV{U&rLe>^HocGba^yfSsli>T%JBg+Z$7s zqXmF&3xiv(&(YWRlb4&bCo~;@I*b1!O#`)Up_$eaG_L-&hi#MZSc0|F8 zvKZf@*NiLS16KZ6Z7RLtvCR80X{vjBx80HHT!_~Vjek(&a%u00U9aWeUL7cIVm$8C9ClCCgW>YL3Ol*vO%gPXvIcKkBU+$SU`s0h&Gg z-u`=UkDfg{wnKo?$4dmAi_wimle1bohyN)bp49oYo=<%pzowm@yZwxs`+P&w%NgK4 z?ECrjAXIau_~P-#D`0dbMFvQe6K)r+EU*~$$awEdRDjQ(O^P^nENgM@UDuMcT}u|M z;~w`q@+cv7VQ{M7YnRENOQ*$5((?RfK~}j1X4z}6-Ff?6hN&OS??(?{Kg)@~AYUyt zrl!VAfsI@ecV$*>m8MH*pBWL|w6%w@v2yf&q-x%^p2pJna$#GKujGQ^D-h@PXDztqZRP?W!UaF=S13qr%a*|KXS^!bEw-cn*$OM8K2SCPb+72I z4QYPfaoUMgn;V%XiZ$ccX7F*dy-hpWQdc7};K#}o%{lB)ajoqq(vH_Ik;jkwAtYvG zZqwMvW6{y0|Gc1jA2?_b)=bydF2%A{@oAw(Nxz$yLz2J?K7RQ!F|0^MS((Yi$i&21 zJ=1S8Ur%*G2C5EjCn6S*<4WK(bX`CfSf|+Uu&gT5_{WND_)k&J17P6^;99<~1-ZYRS9+c}=4SxB6|X zJOZGDI-e1hin>i*Gm|Ky_?=sK>^K<}wKdPHO6^$YDgASxOBSnE8Huz{$f^0~83Nq# zVhMl7X0Yz5t_^8xE5pmrWI8|1ni4Z9AnjcNc1kDNL(B!!N+RRBa4i5|p@qWMfE|o* z(~!s8v|v`>HjT5F3{aqI3tw3-5;49VS;&WER0xbae(ldiaLH-Fi;OqFp%~`e1Df>p zJu+s%p+Fp+gHuwh!Tfr+X?*3ii=n0(%qLYNtOZ65$?rUlW-W?;u>|>z2Q?*>%!tvW z3wej{iN$n65_945<>vHu3?0at~TX;8_OI=j;g!Xb_x^FIeztrpKDpqbZKz1vkf)Jx2Svh)fk2%srp%b8d_Rs zS2ptXeLd@@XY+|SZ=8vDxqOIn0tdXYT)LF!Kw8YV3SPJJdWSPv+g>cW8RD(Xlj3pJ z^y3_QS}`2;1n1pg_dd7~a`19oos5j!0>yM5w#&h*VxEYkQKSJ@j9+DR^|j0LfgQkC z4-a0qFE`hrv8u|SKYw^2LCl^z#1=v716G~Bei9(S-MD>wV>cfh$y#hlx{X<)glyDuK0ytqZX zg-YTStRhBAv`)AgDQaD`RX6%_mE@O~7UuS;$}L}TPnEX@sEBeov_a6;lqavV%W?~{*^uy zH9#tL)EY|f5cnPBOWZgb&6_8Iv6!Ix0$uo2l8FD?spx1u6O*<+kZ`l}mv3_&zoI0^ z`HEGR8xpBC*p`3{z?b;mzdxd}YEt<8sh0lJZJSLwmNTM}wt`zD;mv{d!4q%B#MkyZ zllAHHHQm22%J0h6;+2EeCWONN$T;n*FO!Oz%|9Q)+B*9Dv(joDGk-HvF!icO=dqE& zSWO1y=g*$eYky^R;_{Dnnwpv-L08|Ra_HgayN0 zYsTD51bM=#=g&^BN%h^A*(fjG(=JNscw(Y=c9z=ItFmPLnmR6*E^gA9y{J)zmlx32 z+3@h7RXgxo>bJgfIlKL1Ny$BD!*d?*2-o{HEF7CiWl$gs`|dPDcI`$~=pUdt1jz}H zkKauvb$X_X5(v6sVH;V*b3=8Kv-M+UTASo49%pC!TOYHCd=jOk*R9*4aSHdVGd3#w zmwz~7A_Cu&aTi_^;Z$@Jwf>sN4Knv3~KSif4EE z1_m~>13j7z`Oh+FdU;z!SHTXxua>?D{{>pwU7?}rI6tVqZWQNT>qU#^k+jJ*WHH-& zyI!2NNdxWwJO=;i{~(R>;rvAZYF@ma$`rD}jyX@#Vd1;4OdQ(6a=S&)i8d;pD)%vX zyaj!y+BtT%wh!^~gU|y9@891=$?ESes{j2m-+xZu5W$WVV7o`?kPK zPlI)azV71J)O(X&T#Dkqe*(Osf{-~N7^~m->8lQ(mWzO#I*(UL!Q zHum{6^Qy-ts9NfqYzRS@%j@oU^5G*>cCwLN|7dUe&uVnq@Z{rhAdi?yY0QCmU*FQn z@AuAKnp2#7GM)8cWMWq4XPC_R)6I4IwEw&dzu%FZUcmKlzG!W3T44U(+j_$0bjypa S-?2&+Hp9kRowc03;lBX3j(Xq# diff --git a/images/growcut_logscale.png b/images/growcut_logscale.png index 09d1bddd6ded0bd4c5298546bccc41fad561e976..2c7d6a65ca8f5822a847eba5c7fd83d257723e8b 100644 GIT binary patch literal 32777 zcmeFacU)ClmNk0JS*|%Ca8*Dg8HtLR5DzFhNk#-DBT+I&jG#ymK~ORrqU4Mb6#>bT zF^~=tBxl}OV0Be@S9Mpv?tbt4X7E)&^=HzU`<7xMvQTC2TMMKA``!Qg8mvyaShmBz zSl@Y~J6)+;Kl$9lhYwfBe6)XCSXgAjZ(J54mTw%mN%QhCA1-Aj2ZwQ!34db~ZZ9dAHWvxYi zd^Yq-HH9@43WwzEqZNqeIGI_ySFb6@Uf8}r?A^UBR$N8LmnkG@YDgdcb-k_RDXk(> z`cT$33dLf<+$%opT}gBG9c~yKXy@YKIK5`gn)IxL-UV*+7I^#lMS30?e_s}kTVwpQ zU_OQNcK^x~$@;}|p{MTu`16#wt!762~X!%H~ z{$IZy)=uWn{CNNAQ)R}b?+W=Y&i0otM_IOhq&MYe^P4qXG;l5_hc?!j5;hL(%RdbpcJQSSeIg`G!>uT zTlrx7i3|JzKEA%})F+4SUl`TI^K`mSsBD<>zTg@WrAH6%9RR{Qcn+>HysYh+r+E> znLLf`-aIwChD+{F&dya~)OGh61*B?gYkgg^ZM)0gKipZBaY=Vk~uts*2|6 zVFA4h7rg0Bf%pJ>a{8{esxFv6zmlfBr@JAu!fZzBsc>g}cFzv1Zj1D@tD!4!R7<+X z+JkE*#|AcR-W(Mf?4lYUAFrBfeS7;RO85NOBiCXWgG^}#BF*SgxFYFql|0fp9q)--DF_lrN(IG=gnWRz~}Mf zi+r}SGP?WyQ!af!m1^GHM1Sn=?p~K>YHV1aX%(4e(-ko|Xf1Z~WR!I9k&h)M)zecG z8yFdBzrGi$-FMAxb*o{%d+(ltzJ7#$@sn`&vrjs{y0fHhGp#%bkidd1T7 zAC@kJsdL?%5;#>({Tkbo1s_2_vd2HgbPHP21<*9v>{rv}#W||8_Z+LQ~7>*NvY18JBH&sp@tO^r`%UFad%?_?){{ndmf zzdxNlqTAQ(;Hk{R0C$-CMS7IdyIEs(8oT{0+>^W*OPpjO`^)lZ9-jC+%r9rgbU%&agk)=R9tm z?QCUf$(c_A+S}WYkAC-5jFw{y80e~wqpjI_iUWJTz=j(v7HE#bbF&qQOi<5!(a_Mqop9~y)t@Ev8HKH*I2B{UW+vN3 z1!B93_T*QRx5%F!N}zv!eyu7Ad%v^QPpi7KBC?w|IaW6GW*9B`9pdi*i4YXq?xtKd zJgT0x=?H%x-o6e0Vudv|tgs#J)6vLtI)`xNn~;!D{3|MogIXRW;%HKL=c>E&#BgUr zrWL&*GdUzA#5*`Rfk!RvbkcAEGr|$IFr<*lO95i!r$!q)MA3EG!PeXi< zk$HXpKvGr?)f6a`WrUfSB_In?FzE$e%HunR4LP#Ws|B` zv~k16jjC5;OP(I0VF4{|Y^vVfXRL}-6EJPakUetbh*4R{jn>JKB*eS~$2bq|{r(bs z*Shq3v=F!^r>5fg%l4e_waN{W4L!B{&p(e^wU<==tWDmqY16JpAHr_kT3Q?^B#*e2 z>@efiG~hBdZus`jh8X!s4~LPSxa^)RNi#DuB*sgZE`2O6&i%T%y)@X5l}9Tt=gSfH zM^ryvjTeS{xVcldEkS6%OF@MHqL^aRH`rOhFU`o!!SNZXx3#m=a75iv$Ia8zQ}3`N zvVvY!!f6Es?~U9l&wl*4fDcke?{vpws~jKdLe}5Sbi_$T#Bn&qp*O@|VwY54#@C^Z znU<}08i&h|tm!>9fBt;y{vRLKj^z7Kw0C#Mt=PmHm6-UM{f)3y+ZjX2>Vhi^_$*qE z>gns#yAtxNH)%ONN3K7O^{fE;SpUZ#GBJ*MR_#)8DoMvRvaHLHRpN{et~_x-{}YF- zhFDFGQ5C1iXv?+mtO#8Cv{#Hmv|P*po*TKN%Ppx*M}=_6KyRib*rBWMD`)%J0paV5Q;&S5(KT#SLeWjXK>sGcAn>o1BxU z6u@uFO2v`qk-hKY;v(!anQ_+f*s&|aKWlZ@ecHei%H5s&APjd%OH53Bv%MPo7w^7d z{rZa&!`=K--OllBt>3?gPW0w$ksJf8VEy&gBGbk!#qyb+F(f%N!Ph?l5WK?NnH}D< zYu6{~x?5UWN+?K|Id0_H#dAM|?atvVe^4mxr`)hXf8tX-VC_t;(X2?wpEfcqEh?(u zO30C;|5De`AV6knyeom9@zxAt(-RTLG)|@1s4EMWs4^i{dVjc3j&tMV?{Bz4PE1Vf zTybTl?F<){UYi_w_1d*mtg7UDo4DqZwb;l$2;ZqLQx3FY1e4u7JjHEJqN1WyIU^(b zect9%$YXk&Z+bm?Bw0Cwy=rVb^wY^=f?!bWq1R2UzsjYu7rBrq%KBV^Y*RNlV z>eJ%Ln%OO`!j|JHntxZne9HD`vOy^wfMd@k(_Dukxu?Q5gVPhen;4bY+1SqUPv$F? zO{)MEvbl&-D1C(ow&b_}63Q_B6d)kY;?#Eq=RHzc%USUe`&mnCD#cB-fTZw6D>icM z-7DjHxc?T`B-LTaXl!h(^UdvbmUedOpF$pnjgDSk#mIjK+26PChiYeMClK4y)l9-+ z2x|m7jw1+qKX~vA$<44NP{^Up-@v2DjYCi-fRqtB}msGcm<|{w$N3kr4$Ju^(uYkdS!s>9i!3DhmMW4Y&h*wR^{o<2Q9W z05VncU2+NN!HpvFapLFo>E_BfC6)0Shn@;qozik1^1&{B#^O3D3-G8Uy_CD>(D2kq zGfgesOxSrm1rU#h7+F+NAz$dpqHJmT0-q-Wc~~v)P z`w)Blvc3J5vjP06bl@EG$Hn@(D1Y91_&8e$HNRBJ9sY7wP-yyQy6=}z! z?gtpSG}35SzYQ@VK!-ozej$r%&X<9T^74Cl0wq9K`*5l*E?l^9GnS9P>GJng0eLi~ zxcz{*vv_6Rym_arty3QQ`s%OTvj5HAfZ|g|Mlp&rq2iuf5j77Y>aR+!b$Z>EuQWA2 zbRX!tRz!aeJp~K{5(Nfs)BX15_NmjSZ;{V*{rdII-wQnjT&Bki2!P9V9O0FX8)z>T zKnftMUf(x3c#u;$-sHNwJL3U^l7lZ^yf7IL7Ikgfd_e!6EDE33jg5_c0|N)1@S7Ul zV-an7Us94bm~HX(>aPZ?(k(AvzPy>8oh_Sgrtuxs6W@#EWPXii)m0N;cH{@#9hVJvwUGTm<-E z`u>i@xQP?Z_2&+c{dfexJ{|7u?JXzjgMxE1>B|CSvh`iq|C~r}MnxqhN@vd8V~w`! zZSvrtHC!I=j8sIOxK`A(SAV_8(>_(C#hNckx_bNl&FV}009dQN*dzz>>DOq^qx9`M z>ZZ6FnTCo;A~(|0sF-P~hccQ+HRZiob3=pr{VfMhRne6FA|oSJu}UG%dnuH3cWgZ6 z?c29+-GAZMI}aw>_7gXwke^kvZQ~pUJDwkL9v94dBg$uIXNO&Q7MqFdmwrz;fCC5q zJuQ7?ER4Jg*d_{~vM$##J;-I;kk7m+=S)*gZSJpkjN}lQ@V_CM`!?J4Rv8J2JBU;` zu133ASx*KCnDg2mXzb{?=sa9&fNI$L_=yv#K(TDQc5&_7CyQW|+*!KzI3*+31TfS* zcgPpO=XN>8TCt*6G%!FqRmP^|z7=ZMe5N;oiNKD3m$4xzCV$yt#_8 zt)m|$hs1RXZQIA9B6*Z~F-mbU2z1e6cQ@KDh&9ijQo>27Rx{5HM=qBwuiA1BYm-iX ztGhnE{@xTeK@4vDiQuJgES5ZTgb??3Zg+By>`x93^?v{oRoK9(@VW2nYaUYsNQeFp zyL`O8!-8F>Ys)odWS-$rkn$6u{NslYNww>c3-R@gTfxG5o<$%aBMqyF(&~kgIf5Ol zVQG*EN@#D^vrmN;a2&A!m^=e;tckwNF{N$?~ga!$}W{p`u zVFhKa&sP4S-S`ezC>*i9Hf2-l)5G@V<^1;j7tRJ9&OG@&UM*c}!Qzz}YSn{3?KDQvw@Dq&9#5e;In80Te8H{!CYJ{m`7YSEZ{MA}cde|q zPy#pS@1is;#s5t3s%JdQ$vG_U_jUbwU0w5uC8kUw4hlQPJyIq`?)1A;y7=3`d|*Qc z3}Zcteg(*`cjGhpB7^)YprtL;($(cy-@JfQQ`ozVBJiqrSwS_5*db5XsS}-m2Yc%RlCA#dSry-Bg_2QdKJKdSl?wE zg>2~FtkDibbXR0pd|8|j5)zUqJ?mH4$lO0TWQ{YN5l=T78ZVO2qF+f|vQ6Q>)%)pu z6LCMc{im=DByaMYH^rhZijfPK@Et}SblU65LBnrR<>Y!THxE0Dw61IU-m!mMNoq)! zsVhr~qHuf1TA6pBJa{P{NDC|kO})Ij$Ttn2oJT!F2AeHy78Bw11rHxzQIsn7KOm0E z(UFKIzCeeA$6Gjagmw@tPQ4EG+*8jo+uXG{)DgdiG;fWM0du+5g!p#&2o8Y<040g$vW^!_Q*xaf|z1-LJoY z+8K2_WN7^{IYM+qD9m!;qOMM(MXx-6BHDWlxK{$ zr+ercjJTgHx3aSG*yyNW);&wTfwtm1 zckYyjQ6C*NEN2z>li%@ZmvpuFZh7R9C=^ZNe!vYBN-Gv7Pzi9`rP7D5UVSE8CEAKa8 z#Lp_RGC*8s*o%8AtZXkgt)D)6#oq1CCIIx15G>4y&= z2HBb``XX#CSG>Nft1Gy`nU_`MM!)16=C5XDmQgz88!CBhi|#r*Z-1~>$R%{U8_J0` z*s){d;~$%wwG0gnl?r(^vPj^MIeue#-3z_DRY_owqQyO#amx>Y6zHHk%0k7t4jicH znIPQaKOjd@go7~a_Skpf{U1oDl27rFl#rL$sCPH=c-5MuO>(QIoGz~l_X1U&l$6B( zok_^@B-kH0ZS7~+=<7j2zPz@i3*`~N^DgNiZV<9F(+`YC4hurrIw0}1QN*n<%IEV@XiP3V zpP`?%@}PUGnsOb7kUb4i<^y{pO8Rh5fkKKV$w)**0|gMhBGMDEEY)?!jtxQ*>~;g%A4qsS5orDxeq^ee`_ap zFNsE}maP(~1CD{*PPd-{?TG!UNUx&#;b{#auyj0l}y~h{@%m~-O z(>$BzIi!~+Qg-QVzKNyl=9M4l>-+q8pDuR-i}Ro?Azle`VL$WuS&f#f26k4t=**Zj z>RUquU*Ejjw{PFMe_s)#eyV=)Rzl}_0N0(y2LgruXt3l^?`bdKhDv~0kmVg(Gvj{D zu9KH&suIFhopoKDYuBuK4m2$3rdZDQ=%x-Tjbk4_ek@14G~uJ|*}nZ4VM`aU-WIiB z$?7i)wFr>_E(oQOzMo<@Pu-Ahh7H&W}BIZLv>O+YZN(o+?ta z;u)ycWm$KI;OD#d@0Y_PN0k)7cA8Pp;+e4R&nU2(9RsDJ>4EE5SP~GAMEc+FRDE&b zHckn5;hp&(N19!=a0)pToyl?UGbmVlyx{g5Y?Y7RyZJ>yoFsNm;G;$XSU=gPdy}wb z0KuAM_W=mUju!`ssCf;(T*9JqL%F=lf&g%(cJPs^(b3Tk9nalOUU5-lKu`8&z56!& zFe?b;gQ`0N3t>l0e8Y|mf6+B+&YP_Z3F{Jg==__dv_1*1>3+Zb(^fCGb+Zxu+#lNWT+cs${+!hDC}qNMAfrJs@H>|TizZyXIzKxgWYa$XGuT{S zIBEO$?`PFmB^xMKc4`2pGubgGDmQA_7*V<|MKQ`^NLkBp{_6n6h9lCU)X1k!X{@A;_3l3DyQgjPf7j=QF<`fiE0d_2Zp;u%wK4Yt|g#Q4piy7*w zQA?FZ0f)rM-##%mM)d+SCh3%mJSLCwJ=L_HpA=w9g-50a<+1tC;uXqRVadb#hNBY` zlAIdF>2-v*2CxV1^yx)dKjEB6!MA{upp%R=3;Ykhot!l6Ex*1iy961M&f?7>PUT3?=1Cefux z0_%01$;QD9N3Fqh__7Snx*VAH@c8_xZgbSZPf1!q#rvVOR9ee*Di!dlGFpC@X;V%u zT{tHvr!vdNm=K*PlZbSRR7j-9M(Blan}Pwt$?hllfLsQ_z6-SRE(5j0z^5BL{fQU#U=v4 z$s51ExvBzxS`KBwP-ld2(5U{w1e90V+q{XvqE_Xb(3Tn9Wkvi)%BovewR(Abtmslp-69^J@yng`JF_M!q&WUXzq`Dm z>_@1?X1|sWOPQN0$Cr{vH2ez0W|GKVSp!1|&k1Dmy^&C?PRH+6Gc#7b4CH3MKrg+oDLHfB>4g zoh$8U4hn5K?$SF!MztxeJS&n2jZLrsP!EwRpd>&}c@}Xtfc{XNxeUe%g{1Run}?WD zmoNympORpVn9{tyNiUQ;k5R9?ROJBPz#^LzHMn&dTg^1}DUH^)9;f6$ODjts=OYuo z#eW3s*SiBC2Kt{6x!?q)vF*ws8WJ%~WT;Y}z%gu0^A8h33&a;LyS|Csc3=Am+;@9h z54#`XRm6o%+E;G5Ij{b?_1Hu7=`2OIyT zCEK_`mXjg^8W=%y*u3kt!s)Cm?@|+fE^q~q zv4JjpgCS3;zB`Abx_IU0XNX(msA_6z8a3r)HaYf+WN-g%1|bDiF2Y9^{)N024Pks0 z!WGWBR~V@RMjB97u^K`oQ%XosRA^5fni>{qwr^+RyZHGiGcz+u#F|dO#58g)Cn=2Z z0^omtcb}x2R`5R`eYj`$0<&cz_Sv*t)gC z5Q|V4B6{r19j-IB&EGR;3xX7PFUWzud(q;>q|8&r8!6_4R5l*%`wHUjNke0!4Onol zBS-SSbg7eI4^Gp~je;_XhPq^{h(ijTH>TsLQH}5tqspj0AWjgcO;2XxjgP z!61?^9k|mQ%qbzC<;ezf6Wye*J#TdyxJp9lfqKEK%WNj5ZD(l8n)YI#e3Y@J4noZW za3fWbL#vN+3bw^myXeeA8m-Hw@KbTIBA`wxR6;((@{_>c3dsBsQcq)0)cDa=@6b`= zr4b+x%An)Nher}pQq{z@QpoIh2Ba+rD6endzOhol62Ay+hMA@)-xK+fmzUS5BH}(V zsDOAt#x#Nof!Ff#KiDi}8Aeo+B`i)d3`a(vk$je8Z$(vpoeG+e2uHrtpwij$^1k`9 zynFNJB1!?0-eA@lLfqbsBnAPbD$TTBB1K&FpEJwQ8?)1$oSaAzL3Ci;osur8Cj9;V z$BVS4cO;Lw&WOHE)Oo!gWdY)GjCpe&33hUFUZfx*_m54(uS?(;STiM*mX#pXe&bi) z@4v+_LMnaH_1rBWpuB9^GEyg_bYHw`>jgedNG&+*#PbA@6oW#sF551l$)SrU?p*RI zDwPWD)hm1^z&tPdwL1e136Q9X2sB9D##<)`H$iz<41&uq5$t zi$q~J!1Lvc#ji}z66H}zJW8Z9=F2VfXi0Fduu``kzML4&g8~^+rNfVh;wcwCtfk4s zaVR*Tc;O=@R#M)~v?DP0X_Ueb6=f7IU|k&O(UF5A`7@1c`|fWOl0yVa(Es#UXM;8y zJ3A*ozY?BN71rfPceknH0C*^zAJ*J~l0&}3s6y+U7+4J+wc-B>|NL4jtciWm_=!7uEeGS)o$zzU)-`c zW+$A427Fzy9D$t6X?FsTIIH4Vk~IJ7)hq69fH+bm9vSc08L&kM_vx3PpYO|k?z}wm zbpYAs*}>7Qq;_>cRT--vN!WI>fY=<~Pp9%DZ$TXUm%>@BrUDMUfUQ5B89?=Gv3B(y z1761Ec9@%+<1p05xZ({7Li@r5{fgqMIU&$p)4!}J)#jJdZyITqm%HKaeh4&Y7yN#Y zK3sV5v)h{JzzEfx$bXymXr`!o*~FoMrh|omx#251|JtGQ9kBU80|oseo0_7Kyn8n;fv+RSv!ey%P}bT+&R7CCgggOB#qs{=(3Zkb}URq*yDjMp*}DN16anM6=c$Hc4ODJY-JXT$waj z48I;2Bt^K$Xtif+VpNhsRx=;ISiuadrkk7Fd1HoEt9<b=uUqAu!)-ZiTd%?8hH)F5h_;skiPAv!Gqh+dDl4OlgvK2%IP zFGfn%@;$hOmo3R2#1WE`h!mAe7$!)Bct(V=B zlDC2A!b#RsD#N9)-;R(KCa$(EqK6Nw-?(w(?X)^0|Ax%k2}6_$o>*U}*IV!S>c%4* ze)#Z#@V&5S(BLg0A`6tp5WN!<%^rIivw8{UptK)zTO{}e;f_!PrAH<{^{kCI)?lRI zs1@y9nJvBiu)|=K6!yS_2M@YRCZiEX2+h52m(=WG5z?%S{6mulK7oAVBV#|-fp{gy zuaY<>3pLc$e=cSh8Nfw$vYBcZuJr8~SV(d5kwhPmD$`VMiCFu#FV{z*Dmp{nuHo8Bf_jyC1^F5&w$S)1auW@7;>her5lxp-DY;`J4SE< z?oa_viM8w2DZ9F_3R*qzV7=UgLz*B@+5reu6!ACR* z3`ThH4h)P1R_G+a@c8koM066eYWw1xMbKRCPav%B^9I(jG%_t3qm0eY7x+4oRAygr|IzF#Y5XQjuTs;z{oQ4n|#KR9r~~<_#)_OWa=`!15tbY zMj2f8?AcTNc;5-U5#*zCl!s*TU_ie(JvrvPMOO?sl(;(LK<5*$7F_F#8JJ^99Rp^W z*dF<8f2v>`6O)QOYGasC4#T=%Yi0pMb$qtgBfw)~(oE7VG=fotsLZU<*q6lcZf#Q< zjt6)Sv{xmbDY!BbQmKHy$~1E$MK&F>MGfBTnYZ`)MGF^lK+}XDLlzahr1cE)I-$Y^ znl7J!(<8IVc|-$zUkp~kVXW291}sypNGT#2A|5&396&?KPJOCYZJ)|uC`%yG9{2n4 z{rd;NZK&K25`frS(<|H1z7OBRaW4gjVKwTB6lh)`&pF`?gx4gcs%;=BD2Vv-hzSQZ zqcJ`^vDHFS1<`h@c8VF~tubQSZ0!jXA*n5J5I!T-BFFQPo*8sae7x|*(O0PNkP~16 zcB4Nws9v&xwBdMbTN}N;v6=JGo^0--DUHKi4l#NazOc?)S?{)RBP=ay3kg{7uWOGE zaCP>=QPd&`j(O_=t9z666GgjP#u+}n?EZSOUzY8jWJ~_nkNfnsUmAi`ipF)`nq_sb zL;<=q0e1m%L>Ify==zD-|8R@^V}8Netg<{c@}F*M*Wmg!D+kn8l#wZzRwh3ryc+p` zyl3Tq{2ixY7R6iZe~>~0p=Ys#f!W%68AbbLFDq`LVC)ar6W~lo!LwJ}?HboSiket{ zD7ia9X1EjBaehT7`>ye7=5%z(Q3@nb#IE1EmEN(R{K}*&K03$r(K%{R;JmFhNp$!s z7=qw3_gyq#-~Z9yDZ<3Wk$?XD`5%x#;ph?*7oY8uqEL?uQ3X3`+-n-ogMsz0>9-h>}#2Ld-P*;sB%cr)mtt7B)qGL#11rHLP(gB3A^#f88! zz+GZ~K!sD=jlz_+PxoCE=*RxSK?TIERGrt0X-DwB5Easl2B0k9%U@&erjD+eA8Sea zC7uY|#1Iz(=;YI00BDVQsMN|(V$xs`H$qkcO)cxmEJBofNfz81v63sbgV-m=Ej>FJ zFUi*o%RD6^LNPu?Ee*c40w&D6-6PPS=)^XF`iM{W-Acj(ljsV&N1wecG_Z*p>R zNy5dEl0xz^jJxXVZ717Jf%lg}! zWmIJYZP*tjVRw*2QYBq9NDriIOV4rp+y!?OWW|wg75v&G6q$;Sa0ReZ!I`F}kc^C* z@J7DSbQ#k_r3w4j2t(W~Nlj@8A^}gZ1Z;O*Vt{O!k@axa;V*d9<|HmCXBzW(XZy6;Qk<)<{Lu> z!B_kS_@ELwxv0HbMB9T z)rU|ZbbNbzSE>7u?av3SV07NB(VGi-D%%UP?hkcVh(k0|P1L>;&I6JUn2GEgwD@%t z&}ZL;5`TW(h@}y9ASBa7?ltOY`2!4MrT#NEI_nE#a~IjTP^Go9-aMbQHBr6LZa`2& zspyP4T2XMUyx_-UHALPcU60dXbU0Dlf}^ZPxnz!-Z`!Wrk9F&ILa;&rgh_bZ&U1DR z3Q~v7>k<~+UgGWZu$3sJXKw0j_TZi0TJ$$AI>2T-YawzUAN^BO4&L_{IyK!rHR~+2 zY+3j>Ub7CXTD&f*5x?3QdN%9oq`hvMR@8QtEJ*P)yY!=BBLoVV+& z{qv~X(Y0&6zux#`qwG-$&iQiTDzf4iqQ8XP+S;)quTt)4B`5D$=jbT0+CjyN9d~ZY znac2som@!$vUvXbGb-!;ydG=i;@TImV2wiTnUd{eE)Mnp=?AQK`B}C3JC+OtmI}DU zm*0`2g%+IJaePN*u9ckxHzg{PBe6vQgodT?Q_Ji|{G(KejpuipPB-#V^5)EtO+5aZ zgX>QpKOfrQ#oY$2^8}^Mq~iOPenf|5yrFaS9azpidKOF$2%tC*ypmV`xz6+DD;Sc6 z7n_90`6!7~v`@sZ^i$u$YhUf?Eh1D;7wp@)@zUJcaEp`uOJ=X;_>E|^jo1HfIZxzU zPCy#IzHD8zaqc^l`}2S2!?aUZ<~+m{wG}UfDRk2FCG=D(v(XIy(7w<9I{k4&pn7ZE zdwJ@m+f}kH2J2P&0%Bvi!y_Zrm}aA^jCkgLbxXaBALn{yhkuyRz882t{)9^!m0I&!m(*2c!TAY3X#~S>MMq4{~E4Ej}bS zh5r0-bYVLhN9X1O)G8HTVcB=%H$?cGh4>%2-e&#imPH#U*^w|%wJR0QK8#A)f42`J{+QE&3;sJ#|L@)9 ze|a; zGS*|hXlOxyC|uD~zdT(lkpK{*LW8G%8jxBU7g>*x^?I*@fN;(; zXvq@S-f5UfW?M7JOaT-xF;P)b;bC*1by)05t2h{{aajXd{IW5+`U$*;f<`aAF!w8d z4DrW1#6|U%w_v1z{jx`MKUL2YTu^jgGeH?GKQdxsH-K~AR-q-AeC6FZkZ4qfY!?fY z(GyX|o6pfes0oRy;@PolmCsKs0gYAk>iXP;hEH5kMB-NsgI?(`I`f@nMh19++41K- z9@smps;USgy0L8T%0JzAUr+5oXCi8{eXcHDap~3&9gU#SdWDg?7x+l&?Hr;?WGg9% z5d$HD9&$fx{cf7;RF@X{Z1#@o>cr@2qIh`j4%9;Mi@bi4#5s(MkY@hh4%hwW%@Ctt zGBMFPKKHv5I?Hu<$Q`--x~uh=O|cYRH{A4T$jVhJJAcQl^(v`opLZGWFWNJNW_M21 z(&>%10ozu)vqncnoknL+HK=4Bsb#a5)ZT;N|I}*vq1Ezfx(I$3;b9}|+=)pPsKzrb zFPD?-nY*@(pN#gHEXcTna0)?fQy+9D%^;%FzdR*QpYGG0Ew(6bMN8zDP7w-%+$ppD zk2M5|)o9o~Mf^rff7Ij0n?V(ZgzO;14W0|}@eQJVem8^*0D+vUUvtZCa%Fyzr&;ch z(iB}eznp+j5I6LsLS}g}vA2sxR)OGvaWnydw=*KZOztRU7fCDlI=x=SWfOeCTCf(5 zx9)L`e(_>I+1cdW0cf&ONiW?7W%cKvlhDKR>08R|%P6y(0h&)Gs&n{mE9e|^KlfYJ z7Cm?6|15~y&3J7N$-C8BxYafr|KMPdOGN1sYef1EX|}g)O5#_7Wwl?L|7YjvJRWsD zG(#c{0xG?QSWG-yVIbE#(EnHiMUzKr&T68)ClI?BbqQhku(V*ui@yJgiiwf%A_0bQ zI^p5rge~Ebnkyc(S@75|qHsV;9!KX5F@R)bWNb}GkN@e~+Q9y~3tR9;{81eOhMi8F z3kezh)YGRwgUmJ-+AzB^Zn?7BRXY-DXz$;@@6DNl)d`lOxVIJi|t2zyX9h$!MlPJa zYT~AimlDLF<%2F97%W)8(1CtDFIHl;^a?{+Of(n_N=VwjW9|;SWwfhaK%z2!|6uz# zxG>@du+P;*0~CoiAkSY26XzF_3x4w)BE(`M%~b81{TYRK#d?*EQL(X=D1Q(lQFoMN zi-?FcUR9X;^I-(*yST_;^UPGU1GVA|9#LzmdC25IE`60y3S0&+xbFx?kN@M?F955qC#JXZ!VTVAADJydya^q z`|e&D;u>#4jj_%8*`K==EtX$uJRA6+ND#f8R7S*`S5QzeFq}Qs7Ql0Q4ijlhwqg9atrNNdzz&lA~JckV1ly+IB=cvi*Z$6qZ;kgAZ&~q1Sn7fL$ zaUgOGXirPQZFPCh*>E)$2d{c9Xs*?4>;C$s!il-Hvm%i#_=q!dGXD7#?0U;wYwqHK z$MAaelFYh@L1+?>2L3Zyc+%xLiRPs02u<9zNgUF+6bkmTu zwswoB%Ot!chETCcP63Uu0S6d>LCd1Kzu%Hfiy(CJ$&=UN$dTPu-7&W;Hk+_Pj)8Xf z_VTinotWO$B}uyU;ru2FFd13`pZe$_76Uv*XcG?!Ck#fGl*0lI7S~93FsKR%FHOg8 zJ|Y-;h2db4SuitY{&S1Py8#^yS}Quz|HrQp$eIO|;nVLMUMuDix=_OdbokB_S?L60j3F65PGcV)lh!YbVt8ng|e~xBv_ypVBJ?1S~q$KhJ zWIcda49+`W+C<5haY(Cq19@aAuxh00|E-OanL6~EoVk~-m0#NB10yoX@5!9*Jkw^U zfnvKRJCGRgLezOWGGq|y!^#w?J``mr9$f$2GpoAPB7WvCp49((jmPtzPKnC?A43##TY~a; z3*3LQ#7X^=w%}RM$4{TUD>}XFyM61s(}d^jvK}9bKPWccIqb9EPlaib3rf8F4qIFPprz`!@{#r_1pF?YrdVDiSG5b*izXmN$KO+^}VB z^t-S3i|Z$LjVRBgO~u_=LP`7f?<*gKSGVp!PNDD^UBy{mLLx4kbC^?OgQE{?XY`&R zx$MWbS-Zy~woa^P;Y!=_MDL@NUvy4b1AQ}vvSOB=C{XfX5slZIQIELOw;ZLA8dGF- zx8=`rvqH0h_8bv=)tpO7V^&@d!!GQsy>rnw8e#2y=N}r4V@4Q$rGmOod){nz{34;J z7cQk3EO*U&u~CbOwoRaF&DhKgg8`mO)CJw!;8){3=2H@v&XOG_yASSHShGr~ezAc> z@!F)L2Pl;W^OWZD4+<%U|Bw;+j~~S`r6orj;g8%MS+P64o+rKD)Mhpq9%XtI@Q9YP z!JczBZ<6rx$$RrxxI99e0cKqN#tn21>=Bglhr2{R1_k0}qif`Umv;Xzc$@$DF8|9k z&|fdN=o}NpM*08$5b^iOs=wal{|NW>-?-fWc>(O7CH(#yANqgfk*GeX0)ibP(~cCB zl=N*@N;=zjNNxz^{QT_AF(vV&8;OZ~VK+E8OEU7G1W_4fgQQ!Y;$NYlpn1W@TQzBdT2?eIqw2yf@Ff8@rG*{9rERQbN$`Lx-dg;!hs5sL;kE9Bu#Ww&grjAuQq(W zmnbY1m!(;w#`Mxx;;y7(N_bRLun(ew+X}KMD(tVeJimFLQI%-{|0UJPIS?Lj{x??p zH$19nR7l8ixa9oM3ls7mECJ^hEAWcCMKfFhonXF_F~u+*EqqdBOwHGu zjHG0;3MTEraQ73#7R)Hc-B@$N!J$=*51(pgT5k4cDKlDl@_iMUDM;*17}`~rsB;Yi zPi$XK9hsT5%0(ULfY~K{D3z$?=!g0ZohL5@*jULa#A08F`vSyz3f$E~HZx8dxm4+h{P=v<<$pie#F5 z1fweeoge-i=)9=62JK(=xlJrnPIK%vU)n6U-or9A$IqXZn}b_bUz9-k%5JUPxIEV3 z2g)k&3?k-^X!f(82=|^%AA^$PkI4eMjTeKLbQrgr z?&0D(U_O`R5*cy5Fw8UB6v(b3BlBnHr>d26%k}f-d>S)`(k0ve{PLU(4)~IX<^rl5 zp7n;Lxd)ZE$r#W&y}|M>naYwoSS~r<*z2;33d*krT546OI0L+2-@J}!!A*mvL^~== zMNd=hl!xz6%^g%>MSF<}sUCSX1GPm<7D{@VNn}y4JzA``rEEW1E%A_`ZjkqB*$<9E zoV2{+w70E)2?y=t*0Kc*ho6D%AY&m(moj`mFmi1ttOhnU@vvi*s^fjvqf! zDV&c@x-u^c}LUMdRyjt!|93W26Po3vGrRtNyZ>2);z9fH)bMr8?tJr@`usV2l#HBUXAx)9( z^1rXb{S%s&an)7Dx{M2{)6?AI4xNj5aYBy_5P{d_yv?>RM-eMMn1mzBi^GMt*?gf3`hF9< zw776t;9cF5XSeMVJk{c~ZI=;#HayUdenK9p`L35XV_X8$e48R-iUdtoLCPv50*5xF zr79SE!JLXdD|p3b_v8H<(n1KPP!`=Ce<|tJK@hnYY023;H|BP$0-}r{#+K zJCCn?Eu*MdH4>!QY9Xkgs)|c;=AuzEt2?cpxKc$1J{>@@nEfMv0c9cvBl>J?hDMmx z0A5mHbOfnKhaM*j?e2%QFdAO=64=o8osuz0MvHNBN{~qbv9XgcFBL*@NkvlHTPpF{Lwh8>hGb&Pse7BB zW5)5fkl-bKo0fC8tc{L=4@d-){@^Dd#BSI?^ZLBvuNE8}9Pba)==BqX!$OymQDasr z5%|QJ?N4GnjiRApG-;N_M=kZt-{2F_MXMos*kD|6p6nvt6M4}u+c85biL`~oQeSs? zK+X#dEm2@{2L!wmSGR>+LS+f10wMo z?mtxS%#6Fu$Y7g5ZFFiHCL$pw1PO30$GRbFpTGb zI9rBkKttfA16TwxO(hEOjSSg(a>y>8jH`uX-ngaUiUWM~HkgvryDfo|2;I{k5Y1p? zd0veRCNaYNPLv{QyK7s#ABW8=jLcT`N-?S358kGW zjGNcAZ{0wqdSZdd_7=Rx=o^9o7z=)jaHO9fN1hfE^2+G|Ra#mZlnvq!+tc08$nnBq z05P2P?)&9j&D_3ME3lmc!PZuxClg~6&JiY_3^PYOA$_^9L6c?xbnTO7PHgljw1JaW zJk04ybsFneonfR1HZ!c+?`)v&(){NDurnFoKuq$G<)q1k3N(U}Z3-M|NDx2JD{g!U z9cUbAD};lt9CMM13ooMO6(vH|vttVyL3^WZ>;bC=Dm&8Ei?J3J10Ld(*n#fdB6;)G zyv|7}L+!(stH#J68)y&%qifc#-QiahPA0+=qh58q28|4?!Q97kGNl4_i$9Bn2CpAk zyheDoh=(3srcuy78(k*4NxbZ^Nug8*VYWpFQM^$_vUmPmOCehco(1B^q#AfE!cZSl zFu~4k+vG2Y#OC=<4{49RX(tgw>B9C8!2c`Hjg2p2UxjSb;`R4on3puQlggy-n~L`e*4+ zjN@goYL(%Vo3JBGCbhY!{nRK$>F4kXV@Eb(Nz;PUJ3ruJ3)MVLLwAR*DouM9*R!}19exd&6X(AgDBB1fgX zG_iy_v|L$22IY1k=vU(j+O!nRqZ&l4C!ZJtd(founAN{qi zoF`ZW<3!5u{u5NN#G^^ZeZbvebt_Zz}2fBJBZn&GSb2@hsKyj4xeqf34%I0Qm(HIKodg4z4kVJCPlLRhLI; z2{|(b(~TQ#>rKgKB$M7(u^egOj>c(Zqt1-D&g`O+CL-c#fYlnOk#3hi@$}W}*TsfM zP`4AWKi=6m-gze#aVZOpvdBq==X>15N|-L7`+G9#Sev4u z_mD13s7X+o)KLzSM~(T>k>GqtTOt+^l!*^47NKZq9k9oMdoq(N(603*cvKRQCl~t+ znNeo?G_FpoV?4~Ce?EJ+)f%r+&9aW3?sFFWmYJ31tZTEWkkJM|*o0`e7QPk9oM?fby zg-q!s6AqqYd>s02YoK7UQc1HozL~vK%tpfl^a_L3`641Z`3oShTiB?W5nYbH@nYSZ zd&I#7DXOcRY*e|&qP=K2ccogh%}~D8iV!Pg)J_sd$lM(=t%ihZ3^^t$C*o^odj3=# zgjKeuV{RGPgE<>!|qNaQYTRMJmIG8vjZiEs|5@nq|wMf@n_np5^21JlgEzoHFh{&0uQ=QUe{zF*u3XTyppu+LCH^2BNyeg!7 zIsRG&1_9ul2V4_tc5gw70SEMIlARTE1C`Y;-5_Tcfn{s{wW3xzkR_QH54+7Ygm1mj z^Cju~)oY*dms|`i_9qz<+a(q4e#mJHez%9=!G}F*w&cZVIvBd;K}C`9N2VA7Zf22K zNnmHg9tg3x@-T3I`5;?rrL_K&mxzSHlEE&h;b`a*0xhB6d|`lV%j7W za?Qr-qEb)okV~}dQrJx{V_j+$+ZyCLqNTDCgQ022wdcIOUhVTYJiqjdS7UrH@6UOk z_c`ZX(!@FQmq48875A%~?nv|dyaDl$`y-6)nL#6Nco1$^pUiB|#(`vsH4WCNDTpeC z3~f7{tF)Gcw1Aq$&*vmMrGU(@M}zc^JXHbENvioC>BVG7pg6RN9|G>YWD+k4@6cb%p1%+%hGh`tn-SUPFheLFZ$4&e>n3k5NDCE*Xz52uZ?V<}m z`)9(wUS>}uF77F;@##<(2|>`&k$&lXzkir`j;c;bHSY5-Y4t$Q__vmp`v3$< z`&e8lYvnqf8O=j%luL_Bvp^i)r_wyGnH?~uH{+Y?;D8}GZw01R~kS$FdEk3c;Gmzg|ySSu~yOnSXMXbOI=&h{Fm=1vV9Q<;N`z4c~;oLm} z)k&{02fv#S0zQXIa)QThtubd!xJ||gW&)H4!e}XgesNA#S+p6lLn~md`UCdmcs|J4 z2w5CTcG**yNol)J6URMHr~_E7nyirdtylaWlta+e%uExdm^FCv5nyrzeMq0?9tODO z^(|yRX(8<>dMnxx0Q-wIf=1_}>k#lpPdU7bTCCpw4;4FiPRV(nGESyEPNeDt7sUuK zrU5!8cwFCAQS&YMaexS;l0lfkDIFA{V;}sN(2=#Ss z|6mD$4=U35Hn$60?Z_*lruKN6M-Mas925#N22F4u3dBC>fvImt4kVtE9)wryL$;`1 zt-tF8h?);h$S-?+X!$RePnQcnX)z%w7)-3ZTFaV8kJh0K;E94xn1Em)JWFg?S4cq! z86TOXXf+jXctU-JP8paFa(zQ8>1xKLIafCQ?3< zykaNgEpV=RX2Z8QufSbFyG#-$%5`uF=~qKO zku`1X!p=AvNd9%aN{XWK#ABVlg6zzcjWu!@G*O4eRgDWcc``Qt^4p7RsF_7*8}gKQ z5L^KP2?`Fi1sZ%F^A2ho6QKfx&1j&5p0yRnFfnqpECAs=x8QWQwX>rPO0%hF4LqIb zfHBK@WViD>x}{50=4W}uLs*LtkY{h6b49_$faglEK%tY}2o3Jhfc~b(Wkcvqbr3`% z3DxMaBwergm&Xk+;6f&Lf>@HQ(!PMhLXkfG0)m?8f1^U<-|AJTo*xVt>S%4pQ6HR& z!Hgn0$ZtG6Zhs~%?S|q|9|UVN+hfysaAh69M#It(PCH(>A%%6qx;Nh?l&0DKEo+LACIw9I`DzKRm6xSnLs;3#EiSEKX32x3GY zWX(6=I<8#3>W*y(PlB-E=_1;S4=;q+0aK?l|NUY}3g;H2A+D)9&-pjr5GsoSyak@` z1pEeV$*T9wsk0t>;E3DN5+iHa+QGpaZ%oxoZI_6dK>8*nCG92H%Wwg0ghGtp znApY9(MM8wbNdna`0>pzDS#I)LCQ4!uEa~=VjSrzE#Ev6>4#t*MKA#R)B;;3>DR4{ zW@N1bmZ}EPD20x78jiR;zfL^8hv>@0eVKx_Hyl7nr(AELflbay91Q z&ERsF8gh!fbpOqHxhEB5(>8SpR-P}-d1cO5RaK>BG#gh~V|f#F%PkZGfZ{+b0wGIs zI<)-JJEcFiZT~iZ!A*vY@@?Kkss;Vm5 zBM7qO$4ud-mCGO*rwlm?4x?ZfTDd@_84L{R68hFSoBxc87%nMgNW+>fE-M~ zsZIx9k5)y8OK6M69C+tZV{qe7c0HB}W!JrzGmnRI5=Aa>+i>i*c*)!WileAZUm z8)&PZxb}3NT1SqFy-jZ7p{wiHmfpITq1-TGc3ChG&ual@*P*WxVwBCkHoFESzqi;pym=&k#d{?38llby%2sZ9&2KNg+9 z*wHzpEzeTKh9KA(05ZRr%gn!>H*^tT?Ow=HPN8|j>4jTm2Y+BJjc!7L!Q9I$H-3rB zEjRfXSt}H>-MP8BG@XGLIycT^M5%?eAwT_OK`H`}l2klcHi)MJ-l5PimeyE2Vj$T- zWXPf&V&=Vgk~y)8(N$J#?O_`7?vJlFMn`{@ed>xji!yip{7CZB*7swbaAS1ti#-hA z>%m#IDCvPyW8Vo%btTPVmbum~CU;YM-f+#1BFy8)U|w;wl|M9F18p>*;+g=eAe*(sp!kljs4|0`o;ZuU=8s5|&A@ znwoyvNzu4CG5euY2C0aq**vx%H*#!j!4Y3Pu$v!nZbDoDNK^Kc&yj#D? za+pje0nP2(W6@j6ym_U?ae0L&wOjGwnOpnH%!pDYMj|NA5wGgq>V5=oV%%jF7FJGKN^sSZ6~9lU4$%o{ zeqwFWAtNGaefHFV02pzABHzr-qrtotvdt4PGkV@9f5!FXf{d64TRbHuJKC3&^(ZPT z?z6YgN=#J5@}MJ#*Lgb;I)}>>6ZaiBz?Mx%+tZ9NT^S^!fovS(KGMHtwN;jJ8Z<*A z#N@JQgRsb_abVA0SJ!+Tm5|~01FzYoQ36{SX!?+m7f}@xy-Hvh9mXY_(a}w<-)O$r z*5i|3GC|;B-HkV09H7_PfJUCkaz%-Ba*=p2*o}d@ba^wO}t8Wo?@S; zVOQYY2fwEgeM(F+sKJiPh)U|3VBG zlTlG?5D!Tsj z1sxq7G^U1xjOE<$VT(!{-a4dJVp99Z(8<{8Q#0X}%sy@QqB9zjh!~K+k7oewbs$#4 z;_Qai!?89He9RjhB9nL@u>?E)#VeB^26ucl%VxjIQ>m_}nwxsdjI{7PM znryps=XqL*j66_F5Mje({tV%=bC!(!0mS|`!>!WNUBz&7Kb&7iDIQpfy(S_*JDY`O zGAB3J7R3#c#O^lfsCj4qRE$pKCZ^{%e?Z{|tB{3{qy<%LiWkodGLTroNevt09BxSY zOQS5I^c;`2D;E{nfxJuqLxRBwJHd6rfo$#UoUEFikzpQIm}YwXMI@QKFz~RyQ{inZ z^{(1-Wwc8}Mqgd51#BC{cQEz!bD)hxCdG`ACBs+V;@=ELQ1Y46uUXC}qmzzYXMB&C zn1wTFdeGM2_}bSpP3tBcWRbVA^nvz`-~a>;m*hH^;IB$fPR3Z{@6Oe#42Hb6v9U2l znbAlNn$-c}OU8U<6PWX@gfYBZMN2m&*B2W>AgaBkQDb>fx&8m-C5!&?=zq+tDf%a7 z`@q_N3{(Gv`LunEE^=dk+%5kLb1s(&3XyijdH)|DHxyA7Y5!wm>grV_Y++gK{yJ}) H+nN6Y?ubOZ literal 32781 zcmeFacU+ZSmL+`6Szi?l2=c0^NHCye0W$(3IVTkX$&zz0Vgx0MARv-2IcHE*l%SGx zPy{3g36j5c!0M{$uCA({Z+d3_7=Cs&uipFc-1D5X_u6Z%y}2)WQFz^Iy44g4Wu3_R zGtv~w(s&AGvEs_*_#4v>MmqezrDmr@WLM(Le&yAB`0rKM&nuZxC>t)5|63Fx6s}95 z{7Dfxb5hpYzqiRo)k|x3ZfKmh_cq&2@8FdzMzSpZtT!{R@@nhe&8Vs6yUUs3xkE3s z?xwaL*WP1%bgAj~74%!_eLk>Tn2J9{6Qk7RFhgwl3$JBApR&oo%mQeX`IP zw-6k6_;l<3xN41s-`ax1OK~sw;$cq8S+nphCH4;G_qXdG|G)44yVoG!b&R}$)L-7o1u4GIbpLqe=&uU zeljvLlEbf*?zr{fx))AE-_GXDPWE)yr%<1B8ylH5Ugel6+hnZbG}4?sRlW>%O;@Vsx@Yd^&Wx#8{P=QG zP*9M=Z*Dx0UP(!bPQW&~yE=w-!-frV(TY-PS(a7xDf%(*`K$+nO0<(EM|*Ut0^Hqq zC)KfG&BXnZd9m%}3?o_TqB%E{MWe)QO{GMZJL zD|2i4I`=vQd0X2|Cfzr;S4Al$g@w%ZY08brJfHF9GHQ${aM{o^RLGcT)I#+do2C6& zT%1(d-QOSkoKs(~w>F`uxR~{)ph~efyA0M%E>x5@BP)yb@L@>?KJzcVbxDSk0RndN zae1?u{W;_6O%^q3!=s~eug*O_W;=4N{rh*t$-dfz(}!|K-08Rsn4O%QY^<##F23NK zoNAeiEh#DCX!3g{?AHBmt46Y_{)rRLwj)1Y_BEt!ZOA+AvOcpjz-}c1O!_jOhAf=f z)^v62uggk(j|$(oal^L5SLge;Z^2r{-nu>2F`4!giK=R94+RDu9?Jca*5XJtYRc@I z=nPa)R({TO;OJ2q!}{d1*_o-TY#TFyv06<&hsoqkn>SZwnCX;aSK!BaF;&H=DB#kf zqN0g(S~T|cD4Dk1~|>y&~Dk%-TM00gNF|* z%svZ*2L=5pQeMdD6uno>I|84zyD=ka^_n#)4pWvnr9TCntO2MvD*SDJ~Yl z^Ko8Fp*UYLsEvPp*!RM@9NW=H(a~&Tc8-p@Ww{P^1y?z?@7lFXzO%%S`!il}*Tcgj zL9dF%?}*EK2EAt&_O;PBz6hPcF1%Z3z_ru5b&;5gx_ZDydU}IrrP`Wb-`wFEoyPsi$BFOr z*tmVWQt!+*p6fxEIeZ@_Cm$12(bJ0}-@m@KVyoS!6!RZn$X&l5YAbvwpsvcUmE#oX zFy>2Maqr&Bw(?Lh@3E4S3$N63Y-_TcTh?sYz}?u?^cc^#fu7&2<55+Qe2nsT+~+e6 zEztxAGcz;xxQg=fM{nMo@^cKdAHGkn6e$y~oU+xS5Rs70(C45Uhh9~bmbJC@wjEps z@!d|nwMX_GKKvy@I`qL)A0M5cf-+$jj$GL1am2Ve``aOUWUr;(e=Nol)3V>Pn;ETX z@9Q(vwK6d&Q!&o5C^fUg;raA}UnQlzvr~U|dLl~l<;~KG6#bg&_{#-kQ+*bkDk*PH z&=eL)RNk3p)Wm1eTPwBU_@FbMeelDrheX}+b#>d_c6t%zT>Fgj^70X%yy>$N$A@l< zzrfSZ>9A0BGg)G%K|9gzqw&4BH`=a0BV2aI`1>ra!(EU465dHa=k_&E{rYtcu|q4i z?&HUgdj7j=?k#?U%&Hs1U_2S<$}8iO)0!PX=(S0Aj0~Ht4IyT z>wMlx_BI2*rL3&1=Rvj15CqfnnVSsM99)?k=4Qs-WqZqy*zr3|nkS6EWa2iRv+Qp? zuz&x4>Rzw2^~t(2VYXAFJ>mZT^qkkeoH&#>o#@S`6ihb72y131;>3ZfbUf$s65pd$ zsfH>f!hibo38~D~)Uz@qfjKHai~Pfo2*(4%}TJq!!AxH5B%h0kEtU-#M*qS+F_+Yl@}+E z{qDLQvWkk=RweRT_C^$Wu@=93cUHe9Rt|TRY}uzg@#|NFQj)g!&xh|{_1&x+{X;xPUq zcXm?WVX`Z{yFB#adU~E9XJ==Qrk_Ys`XAl*c2`Dv$j7Sc%DuY0?Kz)?USu~*W(QJI z*H;(DgB6_Q((ba6(xDtLR!}Ijs%*OeL*K35u)*i@HmsaSX~IC>oI2oz7F`?y%kbdf zm;RFlpGBUZ&?p#WCv6o12N-!mfPP#vuhkN5ma> zpcF+nGd*qo{liATF)UnPeM<4ZXRONSl&bA^iE!#y%U-^GIr4Ngp6u7JUs;%$zjT!P z8BT5;&+ztkb938iKX|hA1-}B|LU~=1PKrs}Igz=nPO5xNX8+nGU<5Ju*7`eBZ*KbM=jTT>?;>MYoM>EQzd+ENWOKXfu2@G(5b)f1tB-zlf-qSXOg; z!?l*&oV5jCusKAl=FatNl({DHP9ZRvZ&as@yL zoS4`vI+ECP?-SYLukC9ZC=|5l_5|j*BVALC%v%*DC&uXb>+=1}TBfFnS_N}d+CDeh zjT@!9$AKH21U-g?cLv_#e~*kb3QVQ{IY7V`QJT|n+S<-%DdpGZ<5Rs!&-txl7cW^d z`s0;b5sqWA&mo_{z(CiX0xVWmR>f>|A`jf$YM$&mO~c4&yh|<%ExWnYgQ`}YVR6l=c zSXk7_Tg#R69CM^)WN2wH^N5~dEKJ<3;IRk^}oZ>~4X%RrI$Kx$dEfETF0be^hw3jYl zPIoBxSMXCWFD+{uo9&NxaHn=N;zY=7^eupV8U&jt;uE_m7XBI(2F-H#helCZ@OBj%q&| zLMEdF{P}_S5vlj$sE%tHa=!^5SJ?)Mx&-uMh#;^~VQh81(ji0@H`Jgwl^GaohQ*zH)eh3)V`ja-8&p#uj#5_soloU0UN zhhn1FWxFD?2P%w<c13*IWJgvWt`eSRLi~OE+?gGql751=SG#6r`og19NX1 zj&@g(G;q#sXAF0rB=Q=C;Oi>eKOyt%W6PRKDk)3Pt>0WE8h0T(MaOl_`>jSU^@!6^9{76}Q76oa}% z*{MquO8;79mRvleV|d0mLZS%m(oLBbDW>hBc&y?8=ZRML(~cqNhzA^3!uens)$Z5g zwEuOTAQ=gPQBT}ZC_;85VnTg}S$Kd=$97H>QL4=~WjUkOD&!0paJ@xdbG^U!cG}Cz zO4+JtB^hiO$@Ay$p*Yp}rk#nUoE$DbL@s;h?p?j+Y#UTlen6SzH2TdVA3F0FV+)LY z;vWE_qH8Joh;DjyiJ{FloeVkC!^Q5gB_A?T z^T=hGY8f_X*J<~XO&}K~i|yAo>#4tJo*lZh>Z{?0s;a8tdq4EsJv8ix?)blW!D;?O zQVgfkFTl3@z~24)dulYCQj)jQ&@gjzEBGAJs16nL@$~c4Pufo?GD2TmPqkVUANYdb zDhjJOJUpDJXN*|Kq>GOV$mPi-{`{B-B1`g!4N|74s`sx3<2+sDnbqspd%L&@^Qtf0 zP5HZrTfLq?j{-nt{`1fL=Jp`^KQ1-Bc4ZWbMKM&Hyfp=}y`-G$@|&gN&knzoZHrY- z5uKSF%{ssd+z8C5{Im0OjfaGw?f{46`jzqhm$n{K$DR6#XW^^;*W;C|Ry{Ru-ztpv z7-#1rOs-P~~w4f%eU2!*;wsrtFn)59)SMPTna0NZzvf*)j8#?#h)b-+OwfKYm<0D=a+sb;#(fRky_w zW&uYDO8QRnKLN|1uIp91+0?6+rZD9`c7XqALvv`5zb{D5UbUr0xlf+_5gHmQ;*LU* z>Eq$G0Op~f1DKi5mwRnj0MMD)&fR!ob1|v3Y82c z|KuN+UK>5oRxb?{(irWjNi*Z5Tz^MMnm7$1Z5Oh2*Wbpw74jS%xayE<@wIn%{;3SW zpQmwgaR4AT(?`kQwuUui8O4q5?US+8PR$WJ$-9TV>fu98ZCdirL5;W1-Z{X=a=|5y zLH^s1Gj=|=Ot0c-l7GW(r2KJd;oJO|8~^RQgcV!pl|kU)%v~Me5Czw?8=2b9$3#U5 zSSUC+_!w~AV@9Fo=627b+p9JoGx>IA@7}#23g0xh&tKNig|cQnDI?4_cd#7gu4oSR z{7}=RaC*i1nSx#3b@nqKpY+tkDNK#^&3&2Tx%oSQE?Kd@5?f5PSBJxQ_H9%wyP%-@ z>AP#o@OQ_qx1R88Ly{eyUyJmKmGQ0dq-ZT^ykJu~^h9Twgq@G(o=$sL4yU4Q-J@?W z?5p6^p|6UNY75JD%b~q1KGgeU8x;E$+`})v_bofL{8;Ts!ZrEr_4& z9Qe)bIcbZ8%1f8d&d#EKob#ZPg^jmrQtuP15AQ88u=BZT`hH(OGq;I}i85#h#?^6` zSoiKdix7au*Z`p ze|8l~ivXe4)++i90j7q4Y+?qzi4q6#xe}<`;@9A1zue9HE;!%nw;tW z%$|c2Q&X&1Ih-NZ)Q*;(FE4N1UAuj^2zcsvxl#oUpE`rojLx&;9XR)N99Qr4XLRmF zzK#ToTc2+7Dugw#jx{bj7*Lh4s%&f*kY~=`A7xWbmqbAXy21;Yj_%mCAb<^$+d?yU zVl`VWH*KK}Yxc0EHaT049bDG_XuD!Q`#vV7GlXU$p(fX1s#|Do!p+~`pGoAi&|EeF z#Q2ERnZzranzTE1u!4z2g{2+}DKROj3Z)al6jS2^H3&s1=3UZ2 z`RA|*DK>N9A9N8gyUSj=?B26y6a-Pv&(A_NxG9ul2QxA=)q5=UK@Nd)uK))(3LZ5= z>eV@K&Ct3jwgp!AXNtrK8#uJh9i8MmDRg!{U)W^0s0 zpx|VG)<7i~B5DGjR4`apxj1#T9J_IEgcElU4^GQo#Td0Lc`ym7_FKs*ZnZq+yo_gM z!C{&mJ5+i(IFZO6)AN=OPbL)ZoTpX^E&{|Ebs8xSSr2P`SV{u%#xyzFt6?*)6@2&{Y@&qzP^(+d9$JW1FYXfd6$1u&7919 zaOTVzW*(l}O_#hZKZac1MtArUSx`==S$nFI1A?IKxBL4mQ9z?I`n>O#a*Cc;DxO?? z{9&;MB>PBwX1%WR(C((Jan2UI*8CeBYYR4ATDR?RkSyocIuOVK4r5BC&pC_Bt0QIh z&tg=XK<)Rgv@Uic2-d{g`;RRn+*nr(YPB_UwNIuVb&B6$eF9*^B z@I1boTl4+ed2-r-R$WBljW1rO{36MI!W3Dp>yXpLLvic9B48h9PS+@w3rg1vqtNWa z5)uSm>Rt&}Th*{3wF*3Lif+X|KQotgJG617a)5FL5e01vue7ZGOtFeE@g%*ThO{^w z3iH`%8zB28y)BAhv>{il>ub(w==Sfb2qzR-pyOnu9Db(e`$tb9sFdmeUs5P(YqT#d zTL0!MM`Tb?P~}WhW8(tEjk_#)IH?U zqep(KkuiK0-9KWp`V;kz`juu*^=DZ?1zWaaMT7t5ZQHKV#u5<%6*Xv5cdf9-0UR7X zJU;FeOLFViX_g{FupK)liy}P`cUKj3a*0KE<;SqkfGx6;l9Ih)Kh6R_U~_>x4hPRI zqHu~vSSq>99;D&}0rg6C*{Lcd1H*d%7je_wtYVj}Uy0W5FRrVbcwR^fEE_eNWb!cq zX4!^vVpFzmCqKBcNb%Il#y4RXe1k!80%MEVjr9_?TC1Y4uuvGpFyW={3xNTPQqRc@ znOi0(?6#BLf=-6pR0pBmpo_xy2)hD0 z)6kH@gDdIgg8+90@A$pPkE@n@t?POyQ>k7#pq=&fx$(Y3hYo=t)CHg8RFo)8e)9EW zWJO7QM1^At20r-gL-2fi9cCvwk+xk0eiGzaLUw<1 zP8LK#RB9YZ#UH}v26VJju9cla5l*-ZxvB3TJ-h+}jLdRT5;GlOXOF3@X+X6^DpNl$ z!*U-DM_r3vqH^Js%BC5qrC|40YI@(nRt-t4vQHvKPSNMjghXN!V~HaS5(<#|mmK8A znVouX+%es}dGj6(4GjR!hU2{JQ`Z(q8WYAMzsL2}0rEb-*mm)MFg7IFpx?lE1o(G783A~3JyzyXQ_|Bdic-unn2qvbXjn(o`h2 z63H#tX0b^+pIHD}c5oY2VwI1f&NPigAxyb`#;&HXDmTQT=u=6m)d6OmrHb=Nhg(ZT z;nRe_pJZvNRZ4by?LSrKTT;=dRb}64?V`ta$#ZHatB+^#u&nts%71UAU`wG`$MiK{XTfKU9`Mr&M zD&sWrI5c*UrDR?6aJ7u0?6dX8{LydA?vEW@(f;A8=dq?G=_g6pe11$f7)7t@(fmyH zJSZZi;?JlhjebcRt!)M^#;d;EIBnceT5yA3O4rE+7<5YH--;Uz!9~+)JXcr6|1wT* z*m@KY+TPy&n0c!twO!Bk{kwN}z`5Yd+4P+AGM95a3&s)a)w{@FLT{oYdegu1oy4v) ze^aOcMjH;8&c89uH>YPzPorE=OGmpQi^lWlVm41dNGf++TpF?6IabVo7_|&fQ18Bbgc{3_A~x;yw?N z0|yR-b_aq@0Nt(!Pyi2wIzzc(%=~WYrjMm6gmy(hql+$}RM&pHB_gu7S z3%xw9o!Z|R76X&!AFVy>g`_b`~MK zqcrjyO)V^DP7go`o%J+}4UfKD&v@2aO0cLcORCxE-E%x8XMP6q15j<74x4@dHn5x9 zs?e|9)5kB||0plF;oaJ|_cs&xT5z~B(?VZhFnwu|``IN`sA!P2c;!8Vztfun_SvD&m327zV)&+5As(0)T^(x{?ra08IPB zvRhu19A0bZGr!`@d$>$i^s;es%8@z%?5aF;JOdyEP_Shn;|%H%Pzh9mqV@r02#J^^ z=S@#fOV?Zn*dQSp4Bd0$4M8oNGdDZM!p6q-bCijRDFX3_947o54qHg9S{BQZBU0sF zq4wHIN>KDg#l^i)M@+BXdAye6llxvVoDm^n6#&l(MoAjLW)yln&5l#+=#HJod+>ZG zTW@VJhk99zn*p#O^#}@9CJ~%V`GJhf1lKe?-5L7d{ zUr-|UzWr*bfC=4+xLgDa1j*RQmMKJYb9}gk9p;j1$p5OnJg94cZ)Cu{7z!5P;IqJw zK#ID-K}n>Gk@q`{X{H>G_?13*^r#X#+bBpE;v<0?I@z1_IeL;veF*HtYX4=DoJKpy7WU+lNymV5hpxBpjU7oI3Pmag6p%j3;`2K0DZ_}SrXa;LG%+2 zvp;vr$i~(-3ZgR?CxNHwDTkM=iBCd2>w+Tqz|~bA?~bh-AD`05fp_RRht>lyNg*gd zVTBQ6m5=_SAD0sb^x4%iH=Bk$7R#%R{Z9l{B1fPU>2Ar(s5Xj9)JtR8-55NzR>*q z6IxnYx(NTaU7AQ(-jBsB|(%ClCR6>2pt9VUxkoBidw`Sf~3jO2B)NtXCYrhc-2T8G*J-| zsVvLBN@(#&9v5JUhz77WZ~9DV3TI8Y&3X;6M(!byS-rcm@gqnoJ$dqEeWnF*4HpvtLaAMZSOH`j7aE=T2WoE+ytcoWRhVu$jDMT zG1+1tJ#Bd)%7gZy*&hxSWEh zCV*$ugd+jmWUaHT2IR5&d(|e^lHxxucTyA|p#ol{Sbie0q&Uqv3j8cN`dq*+Rn89o zLIq7A zxzbxJHdOx_Y8!2~8&Im(DSfW>Q{YJmmO^*<`$z9f$sfqc^Yo-y2k!y!Tx{qJ&X6pW z3WN9LX5`Y{pDq{~-hMxjMILF8_C|-ZeWPvxW(H6#&!N?D*B#Q6drpoVa)uK3$CWRkc1aHj}7x zA^gf3Nd5t_JM1}ueGVvLiQ93f)3gbEAQ6D!!$U&{DtJITtB~!7%{)SkVas;8k3bsS zVyAABlvt!({RVJ(v^5P!b?9)g>!{<+*#A z)N8PlKmn39Gcl0@^PVvE3~-*-nHnc-Z3zpJIthz_Vv(#XR~sl;YJ7bB+dyhT z*luoHp@(g4ZLhGq)zj_%YP-u4UJXmn}frE4_$N~$PdGFl5t!maG0UA~oL^s?^ zvcw2iI+Q4QXHXB|NE$4}C=MjJZE2yo>7=p#CVk%i@84w&E=kMgF%fGkS0SpnxkgEW zvl2C|T>=liqlrU?z5%o_XW_wq!5JvBeApUbA>t;spO=Qf_5JJDmk8e~+8fo_fvVgM zw2#3vA&!Gcj2;kd!mn@}`!M~L2=T5{9QzU_$4VSd5HMKf=7I-aBh~4dMW+v(gpAmZ zE5f-qZ}=&k`!G)UAZG_uDVFl!+n`dO1fgyFw87}X4EygVg)CzuB&k^v@> z*4g^N3=yv|)`-ZxYU492kQw2rBpj@s@k^wK;;@ELm{sCR{kR*FH4p)HJ_mSxyqeg1 zhe@rjas~x%QE6!kZ}>H#*x=T%4~RL2T)c;3g2lhXp7}ta8Dy}C0#`~N-*>FZ2Tq?R z{MY$BzFz?7mDIRgJsZ7mqv`4C5vX7Itor@myE5oo^g^1iezg7Q_wMc}$W;ygD#Jt<7wbnYWydsAwCZ*4uO`UM4pv5i{! zcq{gF8B(_4Co4UJn`^&g?B{a|3JYhKqiHNOoeFF1C@mE_i(Z6cg^K5 z*>DXTf|&DhDEGr50+?|gYGXXCVL@O^5A54_PDDf`N-Zmu2rk6x=_WAt41PA*4m;I2 zb%ABemqWxk3sy}^Qt}B{N%BS%X`FEQ0dvp>thgTcBRRM}+S+>{VOGxzWBjSDw! zNR6T6)C&=GnEcStpaNJ>4kAedz6IGm=N>W3Ilxg{2Co#SS;qwcYjI*@$LfRucoKpR z5(3*;*8>5&F;C=BDBy&PLTOpT(a@_$;0j-7j5svWzaAEX`f{Hw%i3*&UON z?6T@C2rC0sqZ*A3oc8y$BV#b2wbNPDu2vWun+XZzumWbeaNh5Y}+Km~& znw(JE3c6j*EN>q`9IQXeFw&P}PggnvWKx8gobVA)HTS_pte{XM-6VuB;^T-(Yc3}*!#UKz0U>q~b%#+oLNL4w z=tLxgm#7Dd%2UJ@B|+;H{Ge{s+?D>kX35&6bXwZlMJ+8FC==+8T)AC3-s8sH^>Z7( zMIG{L`%&#{07S}}=8;5A-L@?P%G7(kpEj`Tprha-`A}dliRY4RE9|2R)P)accK({0 z(ualFwlAe78EOb=Jivadz|WLL1YJx7^wup}91rZgc?VZa4;E}7MqH4UCZ*wjsK;si z8%yIq%r?GZ$b3}x=lfFZ0__3mODhP23*%rIG-t7ucU3h09!XZ?cxiqA+Orb7zUO^4 z(kQ|Hf}2+c7ZGbTZ`jDg%e!&Gog(=O?8=vwE+oxSC=$DtI`1&gaY&p0FYXm!%Nm1F zZbLP3o{1xW8RY+0uIgX?ju#Cejk*7WRiYsahIm4iX%A%P)cYh$)cMxUtD%%N?fY<6 zfVyk?(wydIgC@RqiAU4dlUSI2I^@+!+KT|^WdD~lf1k0Z#K!oYv@jR6@G=q zl+*`~!lb~67lNxn{Mxk$;#YVf{um?4EXvrw=({c!t{-KHG&fB z68@ z#zIR+M;|IM`jfn1_R6#xh$U1RfNP2sdNJ|Uy8eXoogP?=pFj|hP0^DRYal2d`J+C8 zW&Rb{!~e|BTt_lwTcMi*2td-L=Ub}1mx+m{f&0)Q2}o(Oh+geoU6EjV^a$tTKxzXt zs8n?z8T9t{nr1EBl=JSTifJ$L`Sf8%B65=zUCO=j*Ng9OuW0&($dF}NH$FwHf74e;hRBH z9J+402`_gqoh>KP$wD=VCorX3l(tHa!?BQirl^I zSxcJAo+KqD-9@94E?RpkWF!PaQDqQ#j)GSaJqBOEWOxA(p-v^nZvZ0U3H61z;0zbp zHGZppS-4Wax3_CmHAgEQ6)8vNXE#jJE-g>cEc`w&5J%cupy|W*F(cD6&s$Th_UYJd zrA+a{(hZ9EN`-o*<*55>XJ?87+y+{7Li_f;-}jx6nC9jq>tyGfS)G#?%r-hz-Y-6$ zes5$2_gy?1U;u(k!0%IwxivlXi`AOK~1?gXg`u3Kp?KzNZ!Eit=Le>=)bjs;#F#Q6{qzez~!C|HLmhM%r5O<$QY2Km1N} zvz4dcvuE1~tqP+N#AfJVi(|bt!*fD{<@}{k>%ne4l^ux`1;h=7j1+ugZvw% z^~<8Z*Yq`UMu7%vCr=OdBw#`SBf|X zt-bSy_mxFYWobfAB?P;E7=FM`E49brwU6@BGcn)1C#9tx-V8eQe2df>PrX}-5AJ<% zk6(6*`Ml!hKW|5yIXVscEjbdT=<8qbeJbPN!S<4mB?1}Gj_UN=1atdc<2ueU zQhzZIRx_g+hJ0Ppr}>@u;yG6n#D=e0x@Er=L<9CO-IPHMh&(vM-VJ^DlghWAye9wi zRUIu>9UIpN4bf7Ii}zkA(N&&@x4T;gB7^OO_RCHYP`T*T{Ul%`^o*3iwfa1$Ocykh*@d07s! zr1Gt{e?-<7b_1YFs^@OJUZx<<*zxTvnya4}b z!T#_56#q?k{-5m}3vm;Z1Y-CCxmfh|I`PF32jA7JAysAbt4}ewznHoOlBh5#=}2ZJ zX>q4pczqw5`MP0OBsv4yO<2$!5gfAcp0U$6+D{`j+K!Y7!w z5sbFqeF+8zc5YonV`Aqb7KL4>@6LC?x8&wjNi4*fd{Y`lLDD+|%8~fcCfg4=5%bhQ zQ(kcJsX5r)M!-Z7_b0BE;#tX!2oIT@J*@$M3@zs2y>sBlPet;dhUsay(yA~l6Fi5T zLj^o3^(x}#&6}0*z7enh;_>I@#Ck}b|9J1kp89cGNNaT~SPzHo9t)pWHDlWits`!Q zgkh#;XRCq@`=a{VWHX4KJTsxX{$g z{HU|=uELYkRFXH>#yBSl@if5t+bVXY#4~boa)c1Lvua^&dR-3OPMPoO0%I{T4x@$w z?kNS1Y$g#pe#>a^2wHN-7cQ)FWvM(nlB2AWl5a?ozQ#N?9-v^*=7nv61rsetl9iKS#OY8sbA)KKxTxhF;m1A zX$v01P>R^X9J6Th$RbP7)r@SrkTx569-PqA5F zaInN%C}(e`y}*Y$JY+GZr!pdSjT-0 zP2=#}K3TkY8~sAk_*3fAgnva>Wt`KD{tR}kysmB};cq}h^?(6!4*?t19Yu|mMo%pb z9i5(u^51L*_+q-@sKV0fT3}WLzMNT?|Eyei#Xm_6e?QViX@NDRL%S7Be6*W4znXVf zp?NTBY9LPo`fxJO*LITOpbF@|zPU_(zL2H-df6LoFyk=Xl49B{N_~}IxHx9Lq|f*7 z-_e(*4vL<%SQ;6{VqU>s(*95m$z4`jI=DvNuJl`okMKWBh0O7KWyF{Pqc~Z5gcj5q zF_u%{1-*Pfu9;70lveu-yQ0q$K^?YNl~?J*#2^IjRG)X=p-*wnk-Aj18^`e8y?YOv z$yf_8;gwf*FD%y7E1WI3*s4JqS-)<;osL4)rb0$Z@t=3=Q1Y9}Z7|OL5_W)?JP8Fa z4(y7kJEV#cjQAk*ZPCY%WpmS?=M?=n&0jTNUGZ(s7GirPt;9<<91kK8+}*rJ%}T_b z82sUYfQDXJbZ_A%QcvHIE55sdk;J+mV1vrw)%ZSSO{^#+2qF5&7cPM0c!t$%YcLx^ z0>=FWzJEPIw0zfFouLP6Z9Dh4K}JS~{rm#fza&AUm=X~mFF7~UG6zD+ zRt!;bYhxh-dsI}E_wNHyyA?;A_&-zNr)x4PWax&Su)8MC*n(-{CL72~VO~cCsINFE z?9^8af3JFEaWoz}+QClXY^40#P2E9;AW|gJ4GY^6_tINywo`nxbW7bb3ww0}-(Kruo86j-A2Vi6%Nb2U~E>!+zo4An5vf ztY>|aj$765ax#_&kAZpDuGiha@tp$w-vY>D7Yq$S0EB9>9@>Pj6ZhIz?{k~`*1Oz_ zyu0wTI$t8x5CZz^b^LkeG`FkSVIi7b-?Gem1L?CSl_?3(P{c_Q)O~*8oeK2T`NIjs zyNufnzrdx?cT+`5}N-oB)5 z=$H8nl~EIvF2Q907Ey-duCEwrTuSa2dozFVsD>0G8AY{pRb2St-(kjs&ByP|C?0Edz+7g}n3BmZdV1YjITGY8Cz?9uONppdb}NTij{RE7o-0#s9Jp<9 zUQzK`QBjee!69~bPUD4q7{3G83&A~Y_1|ZWISV2>aoP(9n&h#Smdj_-Z~`!~RloGlu^OAW#1JV&oEnfn9LTjkmBWbsDvZIeU^ zG~Bai&vwwfM*E{aEYH=9#JQ8TfU5BJB0R=Xr*Ed^X*Y~1Z zW-Q$L^S6^HgV@a$gP}VT;?74p}06JWQKIvqKBdM*^z?6`}04Oa&SZS zU+VgQQWb77arqqb-&tDyYemVHYZjDWaU&z<@PrrlS>lfh!~7F()k#cB^h!D|{O;^K zdEpywQkP!qK+5!d{#?&u-mB^yXd0UFUDWKr@6E%oLhvokLh%3FQupuUnT6x>Pb%mC z4fW^0wn+cDat5fP%)z<;U!@mfPlP{|pblGyo+>yM<9a3Xbohn?#}3Pmp6*s*cqbjI zBPu7as*Sbg!Xp2>ihn*aq!OPI`%I^_mx~uGGxLXTo)n`P&6r_&8+WGDcj--Kvjob{ zS8~4Rls}Vn;q2KvH$N}!dH$(}8SVI_j9(*3Sc`mlgmLrC?&R*2m~h*&(P&qh9;3>~ z^1|^iz6D>QHD;5?JFBE9lr1lR6D?3<5@{>Pp0 zKf9jj!2fTeYyN-i;s30L|G%I8`FnT%zjz`3@#U5&Gf-w(1q9Sct4&rD{>T^3NJ8GRjqp)B>p`BEIs4H#Qvk4L>RWbsFsd z_(J@ZUL;2YCob_)@nZJc%oFaO3eUpdl%ERa65}+svbtV8b2LqEh-4y_V4T*VEg4Rh zu|bmsLUTcGmJT8B`rmB{C+DsA@n0#!bBF?LCTMmAs8MDpkPg2XAdMprQ>%^zjmk<4 zY=PgT>ImL-=`=V^XJsqAR{X^gxjR~Sae{0yCm5Q=O2Y#^cTGkAmB_#*wK{Ow)y&`b>BpmaxPD27?b`xi_~%^auahXJNZ|yT ziWT+;jT%+6$GN}0t)XhpZzgBHn~T>7MF7r0gCUJrq^kh=u*v>sDIaD9{-)GUFr2t? zhY_x=Sky(-vk$kphmcNqm^+AZ?A=G)FL^TLMTXGH$S@w505pG>|B@>tFHPJa+83OC z#5hixd!3yrIYaMvY;8=7j=n(n7od3Z14uUz>VTZ@g?zBwk#^&mAvY)4t5?6b+b&dT zl&xoPw67q2TIgKVhtnMP=BG@&^sa0A`QfO@fkH@{dDPKW%=_YElX-lpZCF-(luE{y{hxQhI_tpEkn=IGSMz$kQxMHAu!zBsk(d8EmQ z_^?R>>0?GAb$0^V$!JS>?v9B?W7wK55O$Sgb=%OjUxQx(<+n04Er7t*HIMR#mtet& zAj!1-u1VRDL+RvoKGMK8SSh)yBwBakWJvS9hs*@~&xcbc-q~#t zb9eRGSyLmND<7wwLqoTXMTE}t*!f!?)8i9PfiV4;h5Siwbvk?jK!w+*B9lHW4@#B1 zRJBXzlfTsY^XDJ;fg|eZ^N}$>l}z`RD3C@9Uy*k`kOXUnzerp2E8}*hf zlV{kpWlLCM;`53+Ovfs1I28Vc>!n_8!dIaGEd7YPqH&SW>WBQ-IRgG};-aw-Yb&3<8_ytsb(!mg3c zuwltcNj>E~dmUbSv~I$cdt=2;NlfS?>NVy}kU187_P^rEs3y`I4=)h$#T>K?^ZF^T z*Y@qPUQ3$8<7H#y{wTj9vlW=Wv)rC_TU;!09MgV^J`356^1Bqg#PRKdbKk4r>lb*v zX~<+i2#W!v%Z-@3!Ns7CDJLyA=m#$jh#bGytXC0Js+FfPf8h|bzg`!*u3EVxwk{cK zh7oyR+s@3thT^kA|6f#v9;O%Q$bV9aeEg6*%AsWps5;tpzNQ;ITBlT3q!jQ9`-iZ1 z%<-*9bA(6a{frEw|2y<4<)ErXt$F`f+{(X~%2+#ND&N1`QI%_KhrIp|a6t1OTdH^( zmwe&;Q}}fN8Wbcv)0$2eGwHA@lh)H0$S6L1{gc|`zn=8x;fj8HwpV?+^{e`E!$S(s zi~n=EtitY$aY|S9`~Ur_-rxIV3wq@L*+p(WjomIUOu1x6zn?PwhwEmFPTb1~>(5UEK1(?@wjeueWK+NiylXnR@WdG3!wQuWFb ztm)q7%_<-lRbCKEdV9d3>sip(o`9n5$|xA?Ub>fWlg-<19`A2FCR++u`MYVJv7q12 zb1rC~>*gvGf1dG)pCDDX?7tDmgE>6W>le)pSF0G4-i^csYBk8!1|AL4Y6HZw0_0pB zF^hnhl|gq6rdR#tY@1=q0j4ZhJmzkWKvR$s%I6dRCeUhbw3`29|D{4&;TeLgoVKn9vddN&p z;T`m@0ckLXFS#BHuVpLGqK2=V4`25s-cAA+Kzr|%I}~{E?cue!isL{83!<>Q`zHKH z_pJ?rUtsx;CG=-TXMl{ZZkLwRdP*-fDoPZ$*kWgJ0FG=TO-M=xL6K5JcQ<5nGTWAn z0R8DmQJo<90KkUfxV0qGwvctR2}bJvZf_;nY3}~?c|L6i@|rDXxq$2B63Gmy z8N8!yYVEeYc`ks*5X{Y;estkLkZ~%>jG~Hos}ph7MLqKF{rdCo!+rmB&@LQ z>E&(1*2g)=EcjjkDd94(GM!1$J>A?^h^%G~1E?PGB2ik6@@6b&X2X=+aHP#oE-9jehsX zZx3gISUhIje4K#NOaKB4cyPPnf97&J=#jo8m_lKENPb5EKp~k|1c%fyi*8vgHbKgS zlYc>q4 z=c2(^4%mi>#{!th2~5J_b`(J52@?d43r>?2fycCpXh_Q(X?=w0mB`>4LKYOE8)^B1 za|7;Cw6e{HV58Aa`It2KpmBi=pupr5Nhr~r7=2E7@s1Ur(4E?aCp6#bhjw@PoXD^n zGRB3>=zhUt@-4WNl@cwbtQ-ZKzwe#o@svO;CWKAWj{83B5Y=?Ms8p_rJBrHrn2T0zm9eCcsv;6up( z|3}jK2zOu@=@Uc~A^KbTh&i1s5=dO4YLZQX2|NO$l`>>cV7i1^5rpid;`uxQ9|b(eJs__y+q&ws4HxO3^CbLR#-o6CHJ9M6m%? zobc`==;$IHp`^o$G@&{y%&vJhv8blqw2QPw5$7W=83~b}nAsVu8egJ7P#@+~rs#c! zB4rMvemAiLnj5WhMq6wYS{g{ZX-HBb!ul!0+W3=j>Bk+B#_GrsC7&2HAQ&>EsT+k~ z4Ux_q4=`d71KzBMw${mFjoDzd5RryyGUW;onkXyC7Rg%z1tb{|Zti112Ws(8P^~C&8IFEAy+JqMc@ZJn z$-W~_^1SKxLu3XKxnFnu{)3~W?E}h5Rdw3=3m0UsTnR>BiH`P?OD`Dh+$Z3dsN(rp zQd(N&ylBZtxX_FU8sWcSx#Eb4AA&Dw1tgK9q3L>Gtp(G?jUK-x>Gq!R#LLgkQ~4Ag&wLh&HY0~Z619}wxV%_1BFy5dvd z9#NhWptRs5+84gtB5cV+uPuUK3lU5@<>chL@@9MTJiWcckh@4r0BS<=+XT=RU;)*K zits|FOOYX(Ng+rfPnn<)&!8xRje$HVoWbwre4{Qx(4WJR*lunKh4bGy@Q z-1ri=sEpYtY#r+rzfXIVJbU(x(ZYQKNI(^*FUHb+JL7yyI!bIk=zOGx!PCSz&!c2& zC+4QM@QV?X)F@;y5MveG4jWMYqslfx$D}c_+1UcI0zs`veIE zUfu>A5RtlE4I!9}_!XMzk|2&vqwJw`q!}2aUCIWW=IqGe9QZ^%$s89H-4bL_QOD;% zqF{^YtcixX6X84pD}jTI(1Q?Go>HSu4L~b4y3RO+6;XhZ^&l-77@ZtPbTVRkhSSy3 zlB;v`3HBj%&-PQF4y7PEkXT82MG)1<#_i8TFvZpJ@L(*cz!oPBrf9`dipw5;fM*#= z(k2YNo=g}Rs)TQ#RK6l3&S6nF?@qc~$k;gaWn#L~Qzil!uv0mJCFs#)PAXZYOD3}v zR>?~*KV{Zd&3!s_?-PD4MHHEFKz;(5a^Hnm?Rj|{8M}}6m8h1Pek*coAxVsXD4^F} zJ;%1oX>Q!fqL9JrhnIqS8Hr2F)@*rZyblxcCC$x~ZFctvlv!k`f&wa=FTcT-5?u@p zAyS6*ZdUat&=3Mn>#LszjkB2G$7p1|nn&rC9wouSy9GwRobI4u9I)lW?=gY337PD$ z#HO5{%cRdA1NZvi(veYfni(Z?caTX(p&dWVAVUx^-RkGkk?GL{;%pc^JvJib5eRk?($ObS}>F!Lt3S&fa$uHz^6zLE!8o_`9GG76qYOe@sA|qn~ z(1s^Xev1Z4Bs0^ULJCla(HvJIwH2zIv9B8D2F8rcZw4}jY#luh=@2H$ww#m{=~yKF zX=HqXvE$DjBGQ;~LCz1dvo4}M5emr=Ka!xZ4CME_FzLdHMF=_~AiiMm>Kn4gVI-pv z&}-98hDI<&B54zm9B!ArFZi8))qQr9H}s{+UrnPJk(6sUDm1W)O!xKj_0`>Sw%L>w zRwlA7kg>_gAAyPQ9^_MFjA01jI>?9~44V71t8sA=VNW0{mlz)mUVD@b z4i3`o_mvQuNyeIywj&W8wvZK95ziLxxLJ zk%~zO3#DS+Yhy}oOVJ(etj^Fl*V)`nLQz7osia%3b+dFsx0X~6xtrHjEKy$H0!$B5Zb{^h&Pk1!3mLK;LgyO&yoeehdeMBVJr&a0p@xAR%Y z>Ibn6t?0sf-}Ov_%Q+uwdu4h+3dRJq3BR|mt<`Hg^e2Bth}4)c8s1!xdB?=h0ZsO^sqcVxb3nTye=RZ0z?-_?F(aMEwTZ4o39@G3@jbi z+h|co+C8mNr{qDaL%UAN>#66wHXZ5lS!6q$L=kbB`<+Xts{Px(lr2QAWkn;FWY}f2 zJ*m(*UV7knO(uf{@Sy}olC9x%N1}K zd#}^0@tiXJCMWd(A$X}$pcd#NkK`PtscWmuxBA2H1S+5Rc!x(KWAWL0m)Y3K3?TjT z=+# zb#-O&pG6v^m?ea=3E?J(d|M)EBo_bKHnj0^>mT>GNXc^i#YU|V=(WHnO$aH;+0O^e z^E{O~KimtLxykd~@zRGsZW%2!QHpMI>2Im@1Z^q?cniJIUcc#6pEyRDAjrmbiLcaP zk%w=MI+0b!V%?t)(+*%xA#@*`co-LtEorhy8fXMO^}#xNarNc-@Kq$G+o=tQF z?F4^&ZWv^(d-Ilb;lPQ&gN2L>-`Z_e(#=Pb!xlXFf^(d*wV)!_CxdUA%H(Qg>la4$ z3qtuhon?pyG2arKOBpty0#CvG_fRRHM+(^l_EBd8_YeZM7=OU{^vKPrEAe_}#9eFB z70ek*$BQ2uZhCyzdGw0+pfJTy%LpS}jHqO&%PD}xzqzyZEVdpG-ng(-xFz_e=P~uK zoI;d{H>&Eo*9xLsSr|S79MA$96gh^1wPRMr4}(!a$d_o@k~lOq-DkTtfU#kki(tAEn0l$}-wo;4wBf zKeN`1M<0-ZR^)slqe0%g_lF;D3vLMhViToPdALtC>g}<}T+GCWYSLNdmVW*B>})Ar z^{W-YC|m<`)t)^dyNbbGCf8dWDzfnSa^?#t0g-CFM0E7(w^_*Uv-w<``Tk55GI0kg;v`KQ;G9JneKP9nC|K?Umti&=-KMBZv7kb26&p&?^ z(WAAHGB6)W9V;WQFpLU{0lwlx$GbEIOq~b^ z8gG_^axCMV-UL74lEDUntt7pI9i+@H=4S6AWisK_T(G^>fv-J9#fTVQe99UcB_dp# zk})^4M(`>emVGiQjzZC>5+X|pDDtxjz2ESj*S{o*6`-ulMa$p5kN(pqa|5d!lnaau zQ&jegcNUF9B^pm>K}ZYI6JZByst%SkQqd@r*V%BmNg^vsD+XIg;VS8!@E^td4Il;X z+IgAxo+ z?K#oRju`o&N&7+B_A=UQ@scHa5Lx!qg3_juaAGUP@)-X@_V1|AcSqFHl3Yjt3gdip zW3AP_KoUQa1W%7xvR*61_06lIAOp&zuQyg+0rjqmiHYG?h3V_ZpUZ=ihRJV9Tl&5- znfT$VRqxco6KC_$VMI}_kgZRT+;8>W&w*XtaOZO5&IsP`4B|j5KKDhNxr@um zt%w6vio*2jn|XQrIsRm@M>f~gAE;*e9QQ?dugRO)$V?;oo{j>g)Z+3iTewH2J2)7( zQt*ysI>HQ2CWtB@xv|;x3zw!ZH#g6k@Z`Oh{jJqk*5lZArW%_W{VKd@PR<<2txztD zNg6;!7+Vxm9C{V#SFHMF+ec%@ID4vRcx~Ei2{z|NOHDj4W~q_kCu4!D*Z8-ECI90z z1Dq7D!KOVg-KIKTTP2MI0eWGMi2cf-CF$~rYkxhax_`Bye@VY|XBtqmHwHpJYbuF8 zz#&sg*pybHpw{$#o;q;W+v4i#BIS@atHt_?Yz@!@h$AP22bd%=m&IXHnV-I*rFkwa za!C+l2DLQL=3!`6)!7VC-MCQ-q8D3l<*4+QEwe;rPH)1b=jDSg(4eppW(aMDgV%=T zqR+*&d!%vdzT%+6KJV-7?p;Pb$SR2-04LJT=H2P>`~3HG_D z-Lf{9aNF0&1jZp1#A}XzL8XbE7HPrSABXzT*G8R6P|u%iPP!q}B*-+{Hr$ietat+WWq4 z-ssi)#*Sa&5aiqY~Wr{_;>STUQqu@$s5> zlUsfaDqJ{McXM0!u5IcUw|CU0x3qL5$2a@^(b73(hxZ|1}i2B1fGaTGLX&8UAQTig)KzM~|hyzVbIr8v2WUSi!Le=;rMfEea)N9)B*y z=7u!dS^P3`(cRs>m|kEzh3V=kNx`p!UYOp>E=^fJ>6yV_TwHSpX=qsU#rvDqWQ-mb z4v~hbaNRE-9FPlavQ)|B=}Mnp;hl1iZa*o(Eh6hGYiqYBuFDx_WM=l=uvJI18VHba zd3j4D%og8t$$PYIGCvWKS~=gqZe8)9RHt~WuQyevzDgK+blr+!vAI7*aj7F+BcAf7 z(tvnH%XnJTsHBMBm$N^9vqA5d;&*-1c!EdUlH2+8y!y5^6>F%l@HcimyKk0o<%(pN z%CGh94dd@4sh9+bKIlzrDBmBGmmH=Y)>Jiov?V7i>s(sey~>5(RvQW))-idTIn|9- zXL%+?0~c&x^4Bg??0M$}Jh3HBPa~VR%(^gQrInA#Gj40v6jZ=5T3S|KPV0s=jIF&v z*)c!QKdy*=G8?0W_T5P?{xLf&0oiUvb(!k4`GCshzk^H9om)xj*_XsAuO%5;9@Wcg zy8KP~;ItO)0XCQ5Kx;}%az#KuT7r?T@Atv3TDJ3qg_DqwAf*8pMTws(uWw#q$Q-Hi za$9NiOCm+zRmXymCU1inHzBQR4*ZWeq98Kx#G(;`uVn1FZ}1Lm#uE+b2SIY zMx~pd)e*;iR#p}bfdv_E1{pUs6NBfzle(tv)U@R%jBj&nUu-T^XbOfUFvA&~zA*Lp zzGdg?8yLiy-GM%^(Z(9x>MXfBis8h$iu4(dowPflY+vnkFYS&9bET#u|XrH&)Gr(DD- ziP7l4zG9BcrP_qgLZS$f=g=g{ zWf<6J*R zskFDVv&;BUWBwEumjNS=Qo#r8%?HucF-gzE!$Uj*g@u-oVNz@U*2dQ%8WJNTqnXTW zgK(n@uuVKZ{eP=AU$^=ClsUU1?+j2Ye{YQcSPPn5huF*yJ6~hRkb4A>n)gz7TJtxs z?f*soE2$?P%_h!q+LDKh>PxWrb+k8HTNDec2@01vRCcA)375w-ZCZWR>gEor?LEXt zk>%TmmE?qtoXGuTNQfGJ`K9!YsP7LJ)ypO)#IkcEfe%h0H?=A%s~|-z$LCmj=gy?) z65yQ&qev<`=7iK9cDx=lPO(~hPme)j|CX!S*$YKlo|tG$RF+1ozi9+r$Fi!b3)ik0 zogWhL^4TeY7V!GGCyB3_ka+6v@5lDLv(&@mylHp4wE+03er|D1b-z-#&9#Vcqh9JgGbTQ;Ol&q1Zwwaj!)`G=Z=p~>-Pt-ZYyNTPQQJqlnl ziRn3QR9{^|8$imT9eClO=oiy|bLT^M3S zs}GcSqV4Js@a~Lr?FJ9~rx5vqo^Q=1C<_=Mp zfpdI3*P@)X<9Z!4YBm?l&ad24`@Y%0cZP?2#s=gT-Z9m8rBl2e8GZRSM+RZ;>S{k1 z*xT(xhSBbv^jz_3fZFuE%lgHOx1RwJww^A5*%VZ#Pp=&ts+Ot73`4q5!_)^zcdVON z(bUjzOYrbN{Zv}-Gog_as|&PpkGInopX@oczn_NLS7V1X{AOHHrS`C6S6O9cEK8`F zm(WER@_REXGv&L#eUy1#SW{k9!+S=n^&9!Q-y@0(>ENlq@`Di(%Sr3#7*4;B(xx{t zL|s#NRk>Die%a9O@Scj&(kL#uXwEERVy$}em+F}*7i!i#C$R?wJO>tL@cuV);4w<{h<7`0bxH;$`^3_`nj~|PUU?$oOlmc5$hQ6!0 zs~ru=ynvBI_G)LTIc-pu4C=J_BP!2@Atcg@AorZ_rr4vC)TWFTS=i%*2v4r zDp4qO@e~TJI{h;I#G;*(4gaCDJR+}5k1t31%Wn97#dWz0mJ|x(Me;9AxJ=kp3WbXz zFMC+o_Em3#otCo7!t%j#c2<$Y*)&?`=$6)>q*;1QmS*FV10U-5txL!m-c@rXK`Z~$ z_2L~zi&ySjliSAJcerrr`e$o5^4gqXp3q`dwr-lAA3Vs?vYLKbsZsDm&(|J1(Ym?c zLTb;wZc-xql4=+i#__Z6dTEb9NhAhhQHUgH1kK-pjUT2OFwo7bQ3Z;qxi zwCSGN=9S&ps9STfD(drRQ916lc?AVM;_G~Ka*iA@t7pA<@nR~&JvX=T-~UXjxR;O5 zl83Ul2L}hkx^ z&@eGGS7iC@XCC~t;+8MJT61lpiF&e`w)Xw8k^m`(q-u*LOYXRcJT+8SDQ|gw_|Bic zKKGqxUe4w+s|+;QG=6<0X1UL@{q(hlRF#@0ycc!z;v$vfkyTWlX{;UBPBdP>Wy_ZD zQEG9i41NAP=xMK%y^84BH=6T9QjI!h@-u!bo5;0Enn%IV zR7}(w#N^(d@Wg;0HZ$AndLrtsMxyc3KXI1P&vb>w^m+H}S<_J-T!85p?hg9o+dsr= zA|7^f{rdIl7!XM*Da<&HrKP26?QXOYSLR7WtY(3RCM4_u|iuO=rax$rKO zbLY;v?mGWI`^y)aojZ4Set)w>#H@ZY&(2oEz`$T|bo4IfJjt}~K=%oEwxw7z7&oeM zy-7{%#nx|L@gG0l@%P`9db8{H-Me@B>cT=pxp;Z$MMOmQ2@2l&_)%!v_U&H5!EqJi z$&JoO<>crwmKQHwqLq-4xY=L7$!F)8oZJVDG!zdHj~7CQ3>316`z+(iIxF5XGci#p zSYXC;&or5%#Fw0!GE8~>nu3=cdAwnd-jyrM4jw#s?bnB;l)=HKqa}e78~5(ryH8m7 z9J6tU8zmdW!?I_B}$H%mBqgtQST4rXc;?JaFg$K=c$Siz`REg3vH}_1?FF3;I zd#R^7M)YPU6Nj`T{r2tKW9BdlZtN1)8GP4PWtBL=BgCB6^#!xdP+HrV+SpZ{7_pGQTfel zyVujFl;z8pr_YVoG11Wk95m1We52)QP>@HWNsY0Vrd{CuHJdNxxiNpX>|m&l)Ah{G zKD0&jIz_+0<7wxVgFYe#T!EwH@S2weFkFn>x4l81uu24?kaTqJ8q@ z$@fer2Rb@BBS{mbh;{h!bsL)#wzi@lK73H-x4ERRpJ3gmG1~QGIj7U8qI;avM87uH zU3P6Pn|bEc&f($Vr!QW(9sF&(L@iF|>vB%V*VQ_E{f^?Fojw=;WZ%N_I%;h#vSE+L z-PYF2_{z@7q0N5Vs!|iHeNj)(RZYikse*#SXPW_zvOtLks4tg(r`zp2a3C*K-Y4Fm zctdYpG9%eWZ{O;>U*g2>r#pPe(NS`CcJ@z4M_8nTFAi#KM z*_tEr@+;P^UAxbAQ14n}CcCcl)DDj=Vz*zv=3?EvdApz>^FY>u^fgmcVej}v|BXA$ z&CM~#!7lR`TFSXm?JSRSZ`&3kp6s&VtjI){U|N@S$=NwGGX2vh<=$T(!+7a$camzt zBO;=@j_&Y*efyZsD=8hwf8yrGwDd4jqg@Ak;xKB!!{^VRha@B)sSy@@tQ}nA=vEU*C+Nq&@#f62;`2XD8+{Ez+kKo{7a)G(&F}B3=va$_( zcJG$OE*;9bw<>bDwycX$W|nK^Z7%En`U|^xdC&Q7T({0mJM|`c2bamF<%tP&hZk?( zX+k@37z3n(XG8Z`r)$@?J|Q$zR>kl6^PPAD2DSs?$0v9mxs(>R=(=w{xZ$8#eR$&8 zOP4~(!1VO+Klk%{%yTwqU1>>49y)>BLG$0yLy5jMDB~|QroKMj`1QCu+r#6>j~kC< z8kTclh${*TPV|*O;C*ySOY0ThMf7SVx5}^9LZ4%Ynet*Zld;y{oO45Mj2tj5eYpcS z(O;Jwmp}A4gclp~(QPg_ixe%BjNx)aN5^yxJM1>{LaeQ0DDx`5{4z&RojO%fTzsle zT0rYF7u%*y5BvN3jrFP4I(#N|Nijya`SC44MN(%!-+PMk!oi!o$!WCWgmFi^+&d-5 z@n442@ihz#$5AD!icX$7MK*=Hy1LP*jkR??>c66f#v@^q>hL0miT*VdW6h@V-d}fq zXE?k)8!SCJR->z^tV~CdJ9Fk9@1sa*O1x>Eh*s*&6>;gqEAKOM#xfgzyiyvO;mN}s zJp5!Eg>1~#Yu1?Dd_9hRJ~&(~@HRbti@dyiWK6(Wp|D1$33dvXxHucyVWb7RPD!u~ zCuOkoV53pq_t%G)?AH2xF6J7l!oGd`vH=MauKn7dsG=lgKY9oQ;}sYMuVN^u17R(C{vyt?=&J^<|>b zg;7ExjZJqm1-GbT`MR~U(`~4w;B9pD>PDA^j7Z0+;WmmZHA>Co761AT8}2IvieHs_ z)tHwj`?dtdsKb2OIy#zDetYjJ^Qribbyh4v z?MFLl`1$$Wr(Insq^n%GaKYFh`z>Ad%s`fBOMxdT`JD}E2gzF>d%WS|!u%Xcd0vo| zL)A1TTOezemSWrW&d=DkX5p1)vf0(Z2L)2LgOnx9R%eg()SxE2nl+?GbO&8g@Z^wM zxn#+b#64F|qI9FrDw@Q#c6Uc6Suxw*6j4Rj!NiAJMFnJJNbMIA3byq;$-<*h^|?LW zZsdFP1)=nX`5CuIkB;c+y*{3W{?z>E%N_M}TS1E6^k`S-kFc}uaZ#;*{<+Bid7*%C3q`4O97*+`Z|J*=<5{T!0kuY&Dxq7>PCYhLaayK2H4|wU_?(VBUJIwzf7_ zk!!5zH%#p8?pu%E52wnMzH0C2KnMBq{oF|Kx%>C;$0sCw>8nc??#6yj)XDw+J-$}F zt*OFd*pQW}M+SqH8w}|WwUk5_ zSpiF-FPEJ%AZ5rN{h@<7nF)x5x};f>HUqzp+1aHWpLxK@**xA?$EKNe zv-Iarb>Bm~czM5vW3&rU{4biAJpS-u|C3EZ?Gdq-BkgBm+KQ%}962@%8{d8O=n-EQ zhNL3o*eaD^ET)TfNv7v`*NI;LL%CA&;uatW!51o-g2NX^4vd7{MEj?>#>Di=u#2Ek z%G@TrGQ|E*QxlEiI+Ti7#ff5pETc27%3vZ}~e^NW&_ z($nY9-&^Oa06`DcnP*)@%ZeP}9~mECMnSvII4-E6so65zR?LRA(MHIKT*JUApus$?m1t*x=wHJ3BFqMOcMSN@d?r`JtM! zS7J-<9idsZYSqu5Kf|dFDVEE(Zr!?1L?jZ!tU^1AmX7r)NOb=zgd&$WMTP;$$OTt4#xmD(VNUOPY*hTZZ80w%!uf)R3&=QoF zl~vxj$ekmXzdi0wODPFB$cRmF-WT2T5_WYW$5}q#Z3hml!w+*YCsp0^lP!$9bu+i1 zA+m~DglYt4Wyt{KoIbsJcw~g?txQ8h!*op1H#*#Lem!ON7EvZt%%7=NQGA6ezgqY| z0@FQ0J-ygb7HHfC)N#zrEcUod+Xh}!c~73MUmwAo#n-1mH_?J=o~@v3g>}rmeL#T=kE#bx-x4yAK{Lp^#1` zxUs3J>9hS9-}BuUZZoip>$Mg6lC6&idFth*7{vlqg#t#oLR6H-d-1#$M`-hJox6xp&Xo=tBbY-5f3exI2jjbmG-rRiYmAKVPhw)xT ziL8!0jM9fro?LnR&K<#PKlh;)x1f%HD=fSPNM^jl!#gEKEY+&#{-;j|?%uzj^Y!b} zWy_Y)qX9n_$W-ss8ttpw80a5oq(L zr)L!p56=PPD*BX^6gdTjd^CkWU0n~CuG$bjb|LlVF6Zek9?~o@suT{Voig*2+tV{L znAfho9UUFb#{Qg<0s@s6mo@(grRuGDV=T?$%BHiZBKOcdL2ei$lvjca0jT2@c=$KREnlB8{hf57&Q4Kj z=Vp-pnW`J8$6ZohP_(*_9XodK^X0;|1icdwZe(sQkU8<&fgpJ!5c1Ttw5UYS$B$Wd ztbNGJ$*J4+V&%OfnA6D4=H_i|n>Rm3XSf8omlr5uqx#FR=-I9iF8bzG0_m?6H?p$w zp5$J80}WSYyu7q@eS!OC9&s@-0%=3s-Q9o2XdWE;ST6m;D9x%zH36G51k27yUw`}k zyLa6%6U`vU#~#XV(@DK4A2T;K(((1ylI4%~`=15}IGesugl)Jz>Dn))w^~eeirc*0 zZgUyU4Npv{ndsJu#e|15>0i2(hw*g-0K5dYv-tmlf`S@#CTZ`zK^+J?Nh~WbKa2OH zmSpQXFU;B8811ZR#)9K5y1ZYJ&zD?{aGB4SzOGD&jy@eT*OdF<7;0EWVWE6Ud3g=1 zIe;8_WDrv0n@(*~I$6%zfPCxwdV6KhpFf{~Qgi9Zkt4oyShru_9DVSp^rbM1`;#Yx za}Z+lYQMoF+tzQ)DrtmRt!8B0SeI-rpaGz~hV1|o_A0-^i+zVnN=vD%Hqe|x0s;bz zjEy7hIgGan37zk4NJ}=ldNsnHW1_E)=TQi6ety2OlXUR7P;_^>tZDnPUAuRmK7cYB zrE`F>jSX)R_-}5zY!UIK*p0mJrjDPyckkW{(Hq++dH~j`^gStp*1hTn z%zw{DFl^zm*U8JvdksOuvc06jiWiq1d$eM=6sX{BRKSo6AFu2a5;~e})({V=g>6iQ zcOBLxdgmTIGo%q$u=J~+W=4OUt-yK#T>4T~wGLb-AD}ytBcA_JNO%284D`+JD*2wn znXR|~y&T(_{u!Riq-tv&FBLyFC`_R|+MJLYxk?xLRdi02u;eE4uhds*OPVEC8^ zDJ)V0D_5;bFsj)0WQ*9^KyjP ztEQ+(qpPbsJ6>n*_Tsr%A??-8e6sz7NA|B@7pT^Qf4&fQkC}v2b<2n6?4_}8 zDq8+m&;b?mCK`?mgRAqiQ{!mvsq42Nf0CW|kOlI<>mDZPd-%f@r}etLjy_;`13a$&$%uL9*`U>bDjr3n zM$=eZTLZ2f@^xZiVG(qkyne0zGjm+VI2+{;M&`Pe)z?!38KZeZsv_pUpJ0$$fH+h# z%x1c&QDiVB2GZ}e75hcij(1a6Z4}Uv1qF#|eEqLX!uO%W+lyL;-LlF9`orM09Z-e}2>NOYQL zu({Dzw4TZzu=r4Tu5O<3tp#A{0n=LLw^|phu^WwN zrl+P<>XI#Jdk8(Kj`r_%U}R*(t|TI?u|A}=&(%Yr&|c0WV&JcSk8{X=z1ef@7pv_Z_)$L(qdm>QTAO!j{8_5C2Ry=iI$} z_q?hk#-GA5_s0kVk+0yw=F_i4nNdNhR;;q21(TMy<$ho?;&(f5ims2*Gc%ZPWhhSx z6qKm2(bCm^@a8<@I>y(c@3Zg5uP~|%eTYpil^x8|J!wh%*|B-Qb?ncGX{TpFGPpHn zY^`U{o*6ycxN&1tcTXf5{jo!b;PIe^{iRNslg+D62TN;HPyEUf8RBKpBHbT-v8o$& zk7?~%r8Xx?bA12FtdDz}Qgiu=ZD&y2jV{;F@8{XH+jO@TyGNP-i-6Y;i?bxI`nX7N zdPl8IAIw>G{rdIqR-&QHCoPXOWc79AJ(S|PzJDxK~h()ebL+r5vOi_y+oWYJb1`a zdPH*V+qG8fnCDm~Hyn{_?(g@2`rizSX55xFKh00cE-j5I$}}@G6SW`Z1w`zugLLpY zHC1|O8m;rG+`K(^eM5tyy1Lu>Fa@eO$6xy>BsGWbImaeR+kIdSLr^xNicX$9$%KAM zIPvd8wk`Q*>P_c(xTT>G7VLB)Dz-1OSdc$y{48SX0cEhShpBtHIJOKpIN z>FpzLT;t;6B6o|5vI4}Rk45fRT$f->nYx(;1O!%Z+D`|r zNuXLqs+9@6lI;f%ZbS)-w8pUI0s=mT=qA2I4@Ii8I%YF8)*HjE^3dl|vk$F1_N~oA zr4a)X0)2)^%tY~pG7cqMAML_+=YuM~Eh;Md4opV$>aMP? z$)*RKT=Y3I2gS<6U4Gc<%8uT|;&clN&2VwhesDvOjHY_n;j%!|v?cOIJl+W7)hpDrwuP!lI&;C~NtsjZwY) zK85kd)JV31?ew%*b@x$fsGk|pCCQhf_9fcKH@oXoEZH7ZvoLqPM5nCnR#}{<$~`;d zo&-w2dGkh#oyhO9 zp(ntf0?{+sB_$ARg3MjJ9>y-=`nwReMKb&^o0UU*?uOQYQYosczVF!=$?ba* zk_3#VAbyB;Wba=oeR&UEyG#5Po4=HUNPCI@ovJG3(QfLgMdJ$hA!UPG%kT{j_Ka)E zx*wwcrsrJbWrIui+~VD`0`t7(g3?(nfW13^ee7sV^^gVyI1GZy1Q`tdfv;}G?Lo%l zDjD$iz?YU`wL;AO5x$Y`@YvsWW97MGccmtjhI8xq^}3B$3at{-e(?6qp!3#shU=}8 zj+|z?Ypk{fNalk=>|2u}?z1X|L9yCt&CutekWBI9MtVhFavsQ-Ky|te%^fD(KVNea z`)(bxFE7bi-L4AL>}b@sb<{3fA;YrhA48*FypN0*W<*gCvH$0Nwo=tq1dA{4|91I< zizwUTfQPs+ax^Q9K1l(mL&4+nDSR3b5T&XH;|bm3%lGe0GZO=9QK#hP51%{7bnV(T zJvc;$hKBGHx5>!p_E^PgrQ8NA$OXo!MZ)dhHj-CC68%sA-2;~ivOrrXThkLxvNIzgYMP@Zf) z$N=3EkESLeaOyv^PL5FL|1;xh!+9%18I{7EW0R~eh@iOce^ zX>{5MdpHk!Y_KaVc$>5|2dTZZw6y#5^H;0XVNav{-yHbO4q|HbGyYBFUi=AkjTgcu z8>AOzEh&c}tYV&M?;W|t={!k;uAuh#-FtpNzD7T#IGv0?ot@z)^{6+CLwO&OmB=A! z>k2_?8#gyR61ZVtQu=UKMeT+|k2mx0*s&Dy-0=qt?8*k_=|julOA!_ip;OtRFFt;s zTL|9FolQ9MxFElQp62Jn9p?WJYkR9T9Shd-|Dt^?CIM)+}{!sBF#(pK4ZYH#z_$u4& zmQq0YW;7?%sbWf0F_?=)XM>ZL2sFH!U3?wmVW$lkJ(LM9?tNEOfkRa$hJ9Oe^SLISX{R7zEP`xUkTqjy@+O+BE z$#;-0s$NR+?b-7cMC+-a-*OWZ6Bx|`6jwhT`>uh8bL`?kLliD9u0tjnkl{dWy?lL_ zf(Ipvo7Sy_8p=TVR$Ls_A}5@Zni>KX*Vtg~LpmVR<3QDL#)YSU*40Jrr~&DM(Xs{} zAN6EP0WRKD6>;8*O=7Vcdu8g;KJMJq-rRh9qpl-VxlKlmnNri^eNh!Ci4wd50yXx$ zsoq@lL`T66dvlJLB6%{Tb5+~nkuw1zRE@aZYWX_;Q1p-cziE2Q>69qXDjgG9R=EGb zf#{@uEWgMB--k({N*6IFDmqcAAHOY*ms^lQ{Smp*)sH9yRNzyK6U@uxbQ4N^X6YdgGr(L>}kqWWQq7q-`N z{KGv)*8mTczlIe8%6|yP12pCM#Kf;CTJ%Sc9))&yWKW?WY(7a57N2i+t%X+_p(<_DuhrV#Zaj*6Tt)%lj>wk^YyFmpWeCTT-uACTBygw9Te2h4^L87g*W;D#J`Jc z|38g&x&%GJbZP+D|yh&EB8PldMsw#l z?#bbfVvR?U_QX`exC60bTDOi4WRI8{etWfZfb^SsdL9EVG;yg518`Ka>i{uJj>BDe*%WrIuU+}VM1p-YGlNVYwE$lM~6tCY<{d#b{4ig z7V+bYx%amM%M)n=`=5CD2d@2OGO3QX>rQd;25reLDOn9l_Z7;T^71xMP8pq+QV*-P zp$;_VEhjv-p!}_dZRL(M!zZH(TDTlvVH$fqe|{f>$hC9ld!6QgT5IJF0L_8*zXhtS z=ryQTTDQ5B?Y^gS(Hl`C*Nagfr2a#6WNZ3AiUxSy*_|TwD~WuwNim$2-s2lQBZ&M&M!z$uW)T4Z%w1ATb$8?~rII6wtqLky~&!?v<3B zCjKPYa1Qc0dhlsTkV5E6iR(++>xLVEbUI(HsndN?;kyW zd{JM2iH(g-`gpAg{hBrRyu2zJQ}1)pFUSS+M40aH8@Mza;#^hmQL!=T>x;!AINwLu z2`Sz=l}F?Zlvo2g8~MV#o7b-Uy({|T`b+5jfSE{H5Q`mF)Dl=?@O75}yD$2va2_GO zepHAJW4!4lr#Jjh{Iv5|F5QMMDSa0G7cX8y*oi4Rr^?gfINcTY0wf907{y|lt-ZbR zCv3GZ@Edzt?H8_u@OF#S{WGbNJHQ=6^~J=*$P17-div^Bv@r0)ty{O?NmTQmMf?h& zh8V<1GmvTr>jwF_m>a7n1{w=cKr7PiEJ->KR*?FK%PSBFGj@_08X6)Gf-Z)%AF&2T z2O2pcv{N`t+kE7>zm=9AgEPXt_F*?az`k%9;02<5E7jE0ut#$N@&R-uH(>BaqC`s+zEj1c2p$zZxl+3R;+a?{EQ`(E9F5k<4y)eqWlFDlfp8< zi=RyEHo!MBst8#MUGfQrv&Og|M3Z^_`g>>++294hcSjI2NN|`iOSJB(i6hvA*oq!d zi)jHu4wzJ*ZV`ea>k8BXhNXx6B2+$oWT7;IH$If51;waOw_`ES7~4RIkCBlZiJK&* z!O_MjfB$s#{EHVa{@mNBa|mVGcf#M>o1~qUQ^H8_WDJg|m%>vytBSa#LB6$(nJS;u;f7Vs!uN=TE@eL4pfMfx4=|FShlKNUY zbk77!vtzQ*X^){JK-l(r_3BC2kFf1Py%-vyP^GJh`p=&|dyOJ4>NvTtzP^5+MXOwE zTU(RQS?MoG$e36O6xkvfc@MB97oIj`zoS>K>?GMemsBJ} z_6O*V`1OQdpaE`0f(-Z~x5$?tfR2VjLaD${BpCusn}fb(8jb$k+R@R{m)v+?cDTkR zjId6W@b56%iFk#&{_WehY;cr#tcl+Gl=J%0P{2d*?(y;Q+3*jyddYnUbX9Re#1M)+ z>d+GmNJwZX9o9H`H`E;DsNRVLVNc_q(>rssZ!IClB}f{aLwc|qT*4K?OynFyp6l%; zn+WNF1}6*c6=+2eOq(dW=o(6C1#oBHqHui%#dmaaLXTk7O0!-wkUqkIraqHb{txpS zWdY6-e;yRXKtY7YCT7~;@@0}mVqjn(*~{MEUW#O`hp5qaE+TRfsUG3lNOr@a=C5S_ zbzJ7GAOs#(k%obR{Ah}*pwk#t&FFW!m&9mk}_89Or>)7>TP9^8s∨+mR-8;TpDpcWMRe)U3 z2oi3fcuL;^<V-`QrQ5e3Mq%wXXK#+HI&ZyD^G(=fP>g3CJ@i<37hcBMd}hF zw+jIkvUxM7yZKdao9EnJL7Zn2dU~FH61gy~y(bU|AiD=wjQqNVgTn(-R1@?~HQ$1~ zJR`~F6q2F_Tu}36Re34xB)(TC-3{i$MT~6ZFpN#c-@kvewIE;(qx|D7P5Os7djV%D zuAo3Qk&Ph5%PEtSEuJc%VI&xaPKFgmQe%=gULiAr?WFhR_EO_E__u6@Pk5N=Xp|z9 zO+t{up&IWtm0xw3Nm+1icBEWm<`|ND+;QD?cUQ0|7xMp6e6?!hUXp!sQlRbvwSosg z454!AnbR?4zkY23PCo&mtu|7~z~ZETv{LGgmSxC*ATx3c34-tuW{v=a881~mzx<6pmi zq5i69HYodhc`<{jzfQUH_>#DU14jULbB+vC|PKk*+O&=iAbXQlznEwC_)Z;mx zi})>Q4bGEvsY7fE#CItPLOi*CT3g^HqRKzmB;c$<(rpGjq?e9R>c z^l(!0vFv0|oY;=?fruCV%9S}-l#ug#*xcVjL_$shb3pR+kOq$<@RZ(tE&S1p}PLeAkF$k;#FO;dfkln&-fxBra zBsC{y*{;0lL6T5r(1GCEwPqAOqsh)Vzu{pEm0utx=X7)!QnYkTSL69zF)mR5nc&$1 zu@kaGzhcEL7`dTJyJQvbLb-Eb=$^LQxd?aWzU;XxE8dRe1%=K0rNi2`$enE)@(Okp zM`_N5MyJ77uAW9(tcq_Zl*$z>JGuDzS0Nyq2ZenfswR#}tOv}98wy~~nrh!nt=lBD ze}6pWnG%1Y<VT=80go6kdQ0yBVry0+s>hXL1@wIu8J@=T&10Et7z3} zedZZfPIy0a zdLOHz1*>InZ0zd;=(BkyXZ`mtB@`Tch;$X_x#`1i&gmiM1|xnF1YHc&1?Q~G~rJbt`UVB4NOYcRFY zTTYkqBtFMJ`7cGeh+u}kj#!TvK{*(stuS8~W*Qd=;*Kf*5*F3cA{9Cm!IW$dX=O!Y8<{ldEcGCiW4PhY-#1Z1^thjcufdtip385iT)Vj8(Zm*Bz6ePbFZDn!ua~> z>JP$A0is zfx79zc_wG7K$(pXxFC;47=vN3)BVzbgZlXEzwx3$Skc7C)|l~s`SKEclSyQDfMxQ> zzZ9uPtKWjOy@FJ87=^$Ou*3c!QU2|loO?&lKzR2EN%tTpj;N*w9*TR%jxR8Q!Kzp# ztfOn2Mqtif+lSE>L9#zvn5%Hy3QC2wkS0_pCv`)jx=mlMe(zjYBd0}a9> zmX$r*CEsDT2o9MQ8z9xYb?*9_pC6K*{>t#iKYvIS`rmiZcC{5dr2>Jmo9wjAUMpR8 zE?&3`2@p9$1Y#%@7~|p|cirTCh7H&K^E(c>_wT_20SEHPd5n8UZjo3o*c6Tol(Wq6 zty_tr(VVp~C-65+0Qoc*kv!`A@Njx^d;}^d!39JsCfb0T+aXz5I&SYQYv1COG1{qgR_jU zp|Bzcw;bW42ROa86do6wz9+0AM1_nE5YdS8nQ0SnTdX6pvZLI8<6%tz5_!mz?Xw%c zOv%Q359O>9Kw^F^yoc})19&$Q+=5-xoLHl?WYMO=9wfdW5b$yeIR*h5>H$wXVmcFt z?nt+0hU~FP=*nv_5@US;C_Uuit(?;SURqW-2a%M&0Wq>TBKMX@4MM~4m<1(4$Dxm5v#n_P9nF#NBIK-pUoHeiJH7Xv&gNEN*lF^yD=-3|7ykukal#0?@#MWhP9%7@hy2%jYKOk@O72EBKj zBBw%{-}&hrL3Yf2;NL^zodbV1soRHQSs@t5*0yu!&dBLV)NL87MnXx$6aw-0A8Iw} zH9r}Vv~PGKJHRR7OqgV&ExihVpHrFhMRw(Oh-f%tRKY8-cdsh7#;OqruQ|Xx^9vk* zpsEF)d?T0=fKDI{EkI|8rCsnf#hFWboc2ll@boDYydTLS@xSj``|779EzkM0k-k#r zB)=;j7(IKD_LL_Hx%H@KL4#XzD6udktZOr9Jfba4^(cqB|n&3UE|P)BVjF`D|=#O4{0ik&%(3 z{S6X@X^nz|KxJ}R?@@{Ts?p!HZ5pWilMorIzfr(0))negi4&R6hfZ+VapS?u5L~eA ziAgrQA%kvIdl?}XgOslK0sF82$?nD3VhO8EeCz_HE@#i(rTc-;5m?<1#jgm$jOF*k z%MB36L1O)CWK@)9`_ezi7m`i&{xD^}cglQ; z8fvPl&yha90?XT9#8jiZyPG^sRaI4}ZkF?&5gkC~^s#EqUA`x$YHKp9yIJ2UVK1D% zxDl$77bQ4?~;;4fS}4TW+O4?P9{;wLbSMr-jlSdU+`{Qk;y9s%uW^!OHECs z@_Z2KMgcQRAIh({ZE@Gsl0f|HfUvOX4;}Q-Ku8D)Rji zmjC4LDxNIn#}y7!3)`jz2)+y@ACq42xKhQDq92#T(1 zi6u+cVA~6Q4|&90hP^x;x#4=2VQp4cRedTHL{wkMs=EpYR}MmLD*|U7d8|8o$?p|E z7FBi4w4?0?0iF8&a7<^iEWa$>7^=+Iwz+Zgcx-BSB)J;I9G&?g&V?I3Ejkv3JN!j& zTsr=Q)ypIb6}<&_i_y&C8GZNw0|)U0+M zi_$FxG&zq-2zK1@`VPZMZ%9(R)wHct%HVmN4iMQRzaMezEjRL*H_13V9{1Sd|6%`{ zb>x;ZsvgiHTWF2$<%dvs;u9-uX2{Q_2;qE0MU07Ua9NnsY*z6e?foT$J1K%a^8tjG zTOL(S<7-#Q9 zs-^Y%@@&4Rs7@$X7k!2RP?OR#cZ`jVNu-ZM$1R7l9gH%WWdEL8*2^Qm7s2S8;9%6B zSHl9I|4@)Hjp`wfa4N`QFlD#Bkz!OrvRYQd@wBEn+=?84MI{b_7TP*FITiP$+4rqi z)A9)QJD`eQ3+qq?kVf@ zF*AS5KID9T)x}#-W3G)Sr6YpEBafYuc&g^N<47r4U}aJh^;%eL0aESxhWe%h&bTc+ z9Zl3B2C>$sL=D7}I}uv`6UdwcttYU{4b9f<10#ygo*`vQ^&6etOK|yX?uM9TWXpvtTE79u?}CO` za(FrWGf03}K;>~GX8s3nH0Pn0T?YMxa&p$&W{E0pu1tES7g&)OnXhlS!jJm;SH*kN zq7C}^1SB}ge^RN7Gmcjw9|K@$aA)Of$$aBICq@t%m7m{L?8OYj*3xOaOj zPrj?%ITRipy&HLrQk=;bf&z^eZh&JMFxBO8mP?~O10=)_AVi7JcQ`T5DTXR|@|_ZP zdga=9?^Xb?voK*Su?srd1I!gr1k5tVsv)%7A9PxZd!T5r#IJmhV<`UOR>toY0#m<= zQK{4zX|F^@9P_bgaX;9O!w>b%weT{-A|kE^Oq}QQ-H#E&A%+_PHRK(7PX^s0Z*}O+ z3U%`Rx|gp1_uKy%4UM#<-`UF>AS?!AS!@MRJQ<;U65)XJh$v-@*G9!8lh5pmKfx4l zolPJcS)1@qrWyvE{Xid7|c#H)+=vIV={XXn6h*bLI2=6)vp`QlKlu=#Cgh?r~Ta1V6sjxWnOOQ2iL)x#?M6@T$4*%kLC z=*WftSgvYPP*1vc0YYcZa8Fu)DnCBy$?jE z{SLUJFs(dux_n`_e2YVG!k)N+w1LbiOvq2wI#O_cZl_n5c;m7#pVIbRa~M0W9sic$ zGkpj+_>`WB94ETq$2B(e_~XGZ9UF22_ZbvDdu7}FaF18_U@oKi*f~7Ygp2vu69^@s zO~I~-EFRL+ox9cJxfmq}52e}+1PQoI6$5O`6Tt4+E)-k{JW!vXw)kLrEb-P#PQR)s50Rr+NkEb2a4 z<1FE(gJxRDrUt_T6b6ZGz0!z}%NQsJ_!7c$M&vgPLAwB{-%ux%R8^CHae_t8SOa@By<|coR#m?h-b^SiVA{*I{`1<~RDVKZIQ7XG?;lB*I={NWjLuI9G9nQCAy3c?80w~0x&+T-J!F=4klBsrPq}xUM-mJ`Y@*)s;0m?P zV_iRZAWe0PaGC=cUqvbh+EUH_YFOO}Mv9Ddl$U=nC8856$)qT({e3G#u4;fEDzHZeqQ+8Q4{ z(0BLL-V|=&yi4;_!3$#8KnmVOxv~3mYx(dU&RH&q4@C>}jSCI|o=BM`|2lik3LC3! zY)?d7Tw_zB=5U3l^MR~sYMh32uT>ysxPiksvlG8IKs?9u6Ryuk=mY2a} z2?9RflVLwr+gy(gzYlt;iLiC;)v&ftKNRYAIAF^Em@8c59b6k3Tw1i-6#IyuTmu-Ep#T%}O zC?djF*JlNxymJ>K?~(M`8fj=dd(!0Bb+swgH`a3e#w!K+$3ISR;b}4A}EBB(AGwW@QF`+ST1or25obmP^TdL)14! zm0V;ztqo@_0x@v%-iR-CU~GyMPq6z!{oj4z19y$CixW8gFo8ldnTxPfLN2>@#locL z!V8D~6dt0^0r!7|WIHe_X!1YB*vPum`Go#YQFf{J=j#^<#(J*5qY(GyhtUX#!g~__Cxwn?Sp4 zj$)y|fQpE9io6H~owpu&48HJyKVLvc2 zNxuo;&E`0R3EQZBQ_&ec`!Y`6m}aae?;-VElinr=nVCx1djvh;gb>awJBiF_(+i|_ zhKT%RCoc~=jF&^^G@oj$flRxh;~(}Rp@1Lbbi9(LIcWoWo}~GcN*a@lZz=HwBTP2r ze^!?A#3vmEwFI9ThR-VvDrrtY=EzRVgC2e-cOV_gyDdZDBTe!3Uo(BQ(>WW^R@_)t>ZwE&d>zqg*IH>4%}r%rAUkPFzefxt+l` zTlL6)&l%Bfz<((BcK-WqHG?RMB5C?(WH23d_G#qzoJN_enixcLv4>rdmH&0d^W!GT$RY+WK+AmxyJ#sty0K!{xi!A|4y01}qKfmfPx?gf;j0nZ6x zW58SILN2QdX`cw?5hv;y7P=8Y1Li^5CYscgO%AIs38b)Brht$bkJ zyhA9A2#aL@#l)g~6|LZT^|a0`ZO=xn>xaS9U!v|_ffjNh-S$RQN^*m>rdb+_2dd9s zgw}jRAf?qCEM1Uj@bCr$q@AW)5nwF`l(R0JB5OE(BP5?7$KgU~82mU7Y3Dqd%h~?Q zvaArvo)?}@z54$9F6OA#z$%p>@CY?t2vP+BKXy3UeO^Z=2!!C%%Nc?c(CP}`dP=_} zLT6*MAR>^@qheF}2m{1%M=zvo+EI&34W&o?pK!`ZpE+|Ttu>wOg{0$9)j-$6&_4-2 zE>_3ELZUW8_LD(wudcfmpLr`ouwbz|c(agkRXFa12Yl3gQ(SnsoSog2Lq86jie0^S zt;DV)u*P^6?W7c_=Ot87^YSiom0l)1D*`Vs;Fth?CsHS$ZawPFT`oCNqFTd%^Nv14 z2-9B1Z|rbX-o{Agza$qn)Cx|3*=yV5)D6Y8ZwGWdZEbBF<${h^;K8n`)95`tJsXcw2RQ8|%%L}Y{>1p% zh3zxRY?`xG&Gph<<07@p1Iv?{Hhd#M1yZ^o0V=}tc`RqS<(I8t`}8#t$Bc^*v97GI zPcN*+5y{XGA1oe>e+0XbT$mlH%itsrtW9p>{8=gC%_7$bvirWj`uq2%Xv`oz?_f8| zd!tcH38W7m!N(72#%L#8I@X`s6Z<>?etesUME^H=p1^0&3(O~+6{M$HKbbd56RNn$ z1lWMsM%gsWTjO&X>b!o?{aKh8PfZ@V(hy*p0oKMVN$&oCr?N+#k(}xMNHk|}Zjh=n zq+3Ta2Al-I10uzT@>qPhv9rqH4!+=z{k)BcA#WaVyafH1@RS-?cb*>!hFzAysk=ds zG0~!}s8rg}{OrMwcVa0W?`-0}2*f%IMs=&U#Xpi+xRc!>Ge7lecF3pB*ugXsTKO+@ z#yb1W(9WK^s^Ifxg#9J$EX<%GR8?1B0XR!Rl6XHt=Fi36DP8rk1^fIT`*AVtdjS=Z zkhxl%;N41?e1vk5zhTg?|3nY8aa!TZNIng_z3zNgVD0_dq~Ap|{k~atJK}EI?vSrk zH$L5=)UjJ*w&TIm%#nJDsj*buWa@aW@&rS}NZ*Ra4GG{WcX9jd;y1sc$`LzdPZ?2I z#~wzzqn$tB{QtCf=3zbW>)!t3mP&@oEU`>05v8PoQiPPI^SayXJm);;JlA>7xt{&kbM5`dzV=>=`u#rN&-WhQ z_xpaoJueTSQO~z~m49y_!DPX{B%2zNszB1cCPZJb`P3xA3iR8po7A89tK8Rdu?|;;#HXCBo3vK1jUwjfnE=O6w*jZN=sT^sbTT!4SjfYr&^*Y%5j(!0#*1+g0wv;6cq{15A% zo{lw6-B$wh@BuwEuR{6BVg2r>jp&!XL&x{``ulyW@`GO1UApw-tix@cwEy+`cx_pH zn<83JT1JqvUs28#Hxf4KeO2`C&v1@ELEYtYQEt8yZGaE z4vXKFl)PyC)PMh7-M_xu{U0u%B3Jn?#XMi^e|lyooggH5k$;X-V7!GR0=8o0nR9vZ ztV>LA&{Z%bL`_7k?^nhlMgljLzI1H(mZ?6(V+L~P;pBtb^px81Ib=aQZv+j)VcXxY zzX0!N<+s_5$<_)uS`oYV9|R5Y4yQ?5#%gX6z~LVaH31F%Sf+Qa|FFr-1^U(=4Uq$r zLFp^EQzuTiW$xudDN^ki<5j%bF>yY8mn1+n??+ahb*-iNX`-y+Li6AYdn)n53V@m@ zGYSX>no}nX)3r7t_Y?i*!;O@_)V@$=rf-=GX|Aox6Hv|C3*@5kq+^|%bo+u8$8JOE zHa8mJ`_ea`#v|BluhzolzXJhTKSoc7jTb%E4Abbtcj&P1Vn+qIYv3P459!X)O`D!v z5y7ur{(GXz5V#qDmT5$~6*m`2dF3JH)n6rt-P}Ib0Mp@bvh5oZ68_Vqa<@+Pd(VJ9 zFpf0*iVwsV#*+!jz*(gOe>c2TdajiEO)AHYt-JrKs=3PP(gOi5oyIm}7)tV&NuN>j zGWk<4-o^t6c@D1MRf$4`UHN2cH0N!@ddV{>0}GnXICW-{mn+Hl!u^r@68fB0erS10 z>G;W$nX4w2O!Qgv?)R8+)ES=e|M>c8-fc$ivT9@CHn_6#UE+&{#+MzL2Fmx~ zmJd-!A<5Hs&4SD&wZ7xM;Voaz7=cH@2!ROyLonhIkZ00 zJF!x;TX*Jy*5Nd1pGGuxZ>4?zr^8O`aBk*r6otMJh-Teqsm);@W9Qi9+he5L40oXw z@GajV&;6OTlHIy!zjw!F=CI^K-p0tYEQ5fI2vI@G^S?uEc^f)Eh7#-c9_3CiTG;rl zU^03uUoIOv!Q}04QVUt11HLHoj;WcwmJvw7`@{zS?H`1wBj_Vtu}6G;97|n&jkA3k zn+jfY&&<81e1z2RSE<;o6MUFIb`Rb8bCe_+J`YDl4fCEKY3T4PHCm)E!p%QXhfAEG zInePncA~*45Wo$>p`hus-6QVbzc15)Syvv&C`Dt%v$?}whxDw-h+8`tG}VpaftD-$ zK_)ZKvkF70?BzJNnY=s3t(2K+5^&C<<~G^+eTXBiDvJ(Qv2|10q*woudSj&_u> z=NxI#X8Sy{0#6(nF7s%{4h>muIU((O8Zi`}4G6|))#k6!n16}=tE?mTtt1w#_>KuI z<$5DugVhE5Xh;y*?>fxv#yG-&V#Qe)NMHS9*f=ny&UB_o@9-QY2&U4|7OyJo~wN`ug@84(q5Jx%@4BrDxrX ztSp2&J&i`X+zC77aA^oS9`nNAB&O6YmY-I9U{k`cnNUmFAUl>Z@OLR1}4s{!zc#`CNeYex8&rtd!9BX-G+)0D}2nrAn4N@K79NBYt7t`Wa{5ZtmPw?wV9rB zWaJn9l24aj)fqD5bSrs3Nx|Z3+Jy z>2@A>mmeIQx!J6t&f7h}vv9o)7=f&C9ykDLDsR2&jG^?zPw>Qwg#S=jCv3Qe4{aLGj5ykw&oR6J zpu@ey;7m8)kk$WX^-xh(m-ByzRC-%i0=M~>dB>zbpn4F$9RqJqAcf0Jgk^Y>{)|~{ zG~mkuhA{@tq7l%`X?wQ1?YMCo}B0>5wg_qFb@E%y=j18 zPQqIRYM<%m?miIqwg1;kukN!in{6cX!wD2Q@`xh?BXoo!3X{qklJn8irwwJ!8ZmuN zl)Ri3BUzJLCB=k{HDo#|?M7`$O1(SH)nm6gFi;v1QWiNM2y+ku59{iU6Ua4=GJ6S3 z>G2ny|8G^nhbF>(8#H9d5hz=+iAo)9`7!C+SCu$>Xr?^}4xId1D#E#*Be9zQ+dTiNfa z`|^bHBE%cW1ulCEJue$d5Cn+6SU?|6gF?)H&G@1Gq6e&7p!az93*NUBE&xtoa8|mF` zjI(z#Ymw<}x>@aYGZ(~?4Q@9XSta9EX-{S*`}-n%-movA3|6k6s4UEeQViR-jmb1>?NPAUneNWo3 z+E+B6iPdYIR<=9i)EOxFr|{ZbRkJ%nzLa}sJ)~~?HAnr3aWeT&KYF6xZw}}_JB2X< zbT{%O_LlqiM$c{x%7J^>V}9fASd+EHRNra(vm7&*A%h1WCTDY%_S`e**KZ=(7@}Q0 zA1D6e;)VHN4qd!x(vTleyZxsqBV8erCf649D~f5Tj`>8MD-y&D4cFQ&dj5*Vmj_q% z`@;K=L&iPNfSMPP6X*0wqYaSKK&SfC;00_0%J^(YTtHpP%rj1-gce{*-XF#&-H3CE z{HplbJ-@u@w&v=-LN*kxq+Py!&4}7vE4{cr+TfEDp_%av`H(VymeGLl{Dn}(qTUbi zH>(T!1w?h2XgYwp!Kbs@;=2tsPO4W36hdgakXAL|w#E*L4}2Kw`dY0Wp#l4A-G#n+ z{CJu$pBWMiJ-W}&P58s{r?@f>M2|q~hpxQfdpzMlN^i?a}gCKy`^utWw6U zv(WAIW2$cSJ_j#Zm;iUGi(+B~+-8qKefSCwnT15AES15zj5Dk{JM5%Uf*ktBtUlk& zizSePv1Z>U%R^uM@qxbii(?d5)OPkkpKraY;YgYHcnb8P^ZawU#-5tn=kVt-6V5XU zXZPqfBL=;y$@y9VQgVb&(mGsD(Ao%f5b5@40UefHe0#(cQnv68xc`GF!}YG}=42y`d2{Xz881?#C0YIvBt8vr5ZL zOzky3ZuGCNg0}K8T_jL(1=h=bs{wz1yL~hv&1mRA!{v?$LYix^PY1b*;>M9c`te zjHuCB4xeXy=OZEuO8BVAvguiT7D`{GXfgJ>{bZt9D4#$GycJE1(F)>jUI)cEkXbSp zRSiUmOc~IkGV^+3*&!>-#6Q5J2DsksD86;(t6L~y?OMdzZDG?*vDkT(gF|=G2*>`y zFk%W^jL}|RMo23TSn_gcv5yHOFD*>X&P4CbTsY{VTl|lPhPT8I2>l)Eg$~FljGZx~ z3*)K~P@Y%UQuZB_wav9ZXg8f@Z{Os6#H+}N2xNY`yTx}!qyY7G)rTX!mmyLhOVvVMFfJRHvgpWeB$WS_Nb6i+*wEkoXaKUsgD;ATRH9gWecRsU`%azaqVpjZQ-3Ww!`|w~o~_8y6QutV zAj+dbx=BR&NI-Ok=OM0OfeE@+vtqwz3G!HM?01S`V_10WL3mA`V3~-S$-606m(~^b zrQ5m=#z?wr9X~6Sqr_N48wspi$cVL4Wa$mz4or4%kS$}PUlWE%x5*&CL`7}JCP*TZ zqQ|b*xWhS-kYpn}Iy$;PGD%%R$FSL#9;s&OQ{(fK+i;euc_bB@o@^RwH|2I>$k%)N zJl4Fgv7?A8lxhkx z;@qn;Xx$=q9}UhGxu%U}CMLDTCdTgDPE9%P5`GtvDAb1fcMYvdcdQSBYJCVc-%tcd z(ap+z_wHvHCHasc2Y&V&F|zi2Qu8`7eBAThzM~^f=nJNT^@xKeD?UXH0s{Hdw^ZoFm~Lb{~eeb_BKCX znH@}oSk)(v_|lQucQ8Rjnf*UeuEj`!PrzrI#8HbAic|mn?0q6Lu`{L{eht9ShQr%b zmSnc!<3|iUR=RTZ=NFR__Lu)nt%<0xjVNxZqAYT>mp?xqzi{C~S!Wg72t-qAfj_VB z8?jof7tsV~i(Ql?sDqT*;%>d)U|m5`ktzaagaJ{*jJ3PIaF7_diHO2`+8io+G#U$$#2e6UO4p^Ib?F4B}z0xCcCW|8QlnZjEs)<#ld>#s<9}yD!(X$set?ST4Z0QnVE-?uW2)Qr{u}tMZ z2q4=Ybv3(tZXFJFDA*JvRv!#0?yVX%=FsHItyRZI&0n)-1T^zLyQ+Sy^9XJ$>Ra3o z*RW%suYaS=Zgyo(8$J!8Q)8rm7glK{C>Ho`*tk*la*Y)4pJ|;ucdk9Wxs>N$t$cb< zUh(DP+O3Vx`tXzk$;q0a*Vh=1w%Bj*C?0P>S-YjW9y+LNE73s%Hqk~UhUTaxnvP=T zAz2T`k-Gd}v@D}Sp1Q@KNlYAzV@9;j)LWqx=!cFRQ967xq9P{dZtILou-Wz>?>-Ozq0h~(L=OeRO zSU6w3uU?z0T|-r{((vka1Azk!gnrc5A5A-ZG)0>m0o(W7BGYztUMY5AzVvwARH8_S z4ng;H$4BlL6HF{b0~3~+AANF_1j-{;m^|=Wf){`|ZlSRuTG>HCO5#1j??91mS9yyz zZEn-3OrANj&-NDQb)VVv+HtDA^Y!@$8$!>W%>3ef1DFe1*bHsMLYC&s{JiJJIGarjAnhw&K{E*Te$65f9CqpC@_?3}N9vHR}SgTtS43fK(jiMtjL zr3+>Ztu=-QBDFCWttjz5X>xwL72j*rp+~74J%J>IhYNob9e)+NLu@$jsNMh$Qd&51 zZ6D64<-X zHLf`wQr0nL&>c1`s;x&INprclDD3#XaHaRI-!iA$JS(k%`I6 zK^pel4TP!F)NNfg-eq4hR^&1mGJbg=BxG$@SBpjB$HgQ>bZ>}Xiv*6$}{Hg6whwY^{Y77i14#<4`IOy)(aqwc>QeazP zcUro`7YZ@GyFw)X6n6@4-d%ElB}%b;COfiLxsINJZ5ZW+6E&-G{JnYe@ObCtlxIA7 zF|09v@hRxirQxl$Mz-9)xbNg`lc!Ht-ET0VN!G325#u&63%u+4z(Nhxlhi-{Xifj; zkkz4Ww%$)pkGdZ}aG(j0-Vcz)l_^l5hK-7~6PIM(r474wb%t*Ho#I@rl>I*KZB~o$XxfJV_`ruBka`HdWFrLI`zq0@3=Nb>k^FWZrvI)Y~zo& zr5+f+9gs&fi74<|Q^T%D8Xc}kkCXinCDIN~WjxmNftBx%z$G_%*3VOdiaUQ}dW+9^ zaJ;+!FN-%T6zxo`El1gA&I4*}lr%CmJ%dCBe$4w3OduK|!fC||z3W67+67WueUuwc zpSv^jM8!zHHI`~VU9|!eEYA}LqAwd68%sq?MNu=w2hK!cwt zuO@Mcs;|I%eVWTPu}E3k+=d|203uhZ5sJ&#O`*@l}H-DdAD#!EEV99YWDWf+L}P)GBc&^%fW zD;t|u^3L4X;ntIEZr;2}fjH@829F+bybWAbNmrl_$c4>goGs3PG?XDYETaaS585IR z7+sV%t!`mK#f$LP>pF=pyv=jV&!48*+5Lcu2(M1igrgjFH*siz11&1Jl851T2UBOG z(J#XP=T3}kW~Aj;tnGVw+o(d;N1y24vGsFs&~ibv$w9Lx4ny2awhN7h83qSNM09$c zpFhAe$5ggRLN;$6g>3`Eb8KhMLPE_BR3p!3_#F4xHTCVN}6Ms$;z5#r>n zw446vHW=|Z*9UsESyEb}R3gf+;X8Jqd;K&0drKs1ZnIgPM^``{BM+MQCSri{!#Qb5 za764YySL8{>v8cq4J`>w4f&Qw1q&$p)U-udryr6jmM$*8)jnq%;Rds!4QVdnafgo{ zZ4og}7cH-Tjsv^2v{2J#HP-;}Z_Y9{eYJzzQXKFPv3anxwcUyC*v^zs08*Rjd~ssc z$9^MtPF!aO;4_bUmsBNX4vhM#!h3UZ5g+ITM!35t9k-QQU7T|dCM4Ktn68>cL+OaZ z^3OzYsjc(gzcSHi5gPN(M#d*g} zCKB!SBF3RG*IYYT{$Wl|&JTV1SW_RUX=mL&`tF_E0OUpU-oEWaHK5J0ig7Cv%AIg0 zc#Q;y**D{Ep<}kGTQ;nR@AoriXnE!3{ZOecC?PkC>J&a3b2vAMqm1a~=-m#CD5Ak3zULTg2&H?a{~ySexU1OQ@ouT$`!?$5oNz-Gnt9tow zr#>c}J$sey?(K~7{6Ab(RRoga8C{-v65dTqD`tXjt$9uRy`c6IV8Lk=S-X@)YnYZe z!lvVfw%CQ=WD!ri@#xD%@q>k1(6<&JFYmWfXVoyf2PRt%a4kRLO);0{KXffqz$?q*1NQ>Pi6{O5Gavr zMzGh28qz&=V%ZPq?XQf5*d9uDTeBRiM~LanzHhPF;@?YRhgzTGGCu7v^zP zug&2;bzgSshFN}2C-v_q;NTIsV_IuPE_o5vW(~8o8Ww73OdcX8q|a|YE>8Wh`nfTO zMoB?8ZQ2HEj_Q%b4jRl{t{o-};io!IKW>Y?5pgkj_LMi}<=dG*_82xyo$;CpU5dCX zz}VTaSS4i1fcRMk&Rb}IuDckGQfsm!EtrKho;0*jW$7P?IpT^y6T;=m<(1}6MLf`; zLjeI&Q&UT2sl6cFrJ(+F-#&JcUG)cyg(>`y;)!}i$=v>AFfhK9fnKYo9&YVAG1M zZ^gexMWt>2ale5k@ZUj?k6 zMl!$2VijctZ34&C8HI0!g2$%FiZtH1X;ZqU{kYPlb-S-xc3M7G9zY*VD5|Tg&zYQX z-VikIaCoy5JlsRTP*P^nCHjYz4qb18B@q1Uxk&Aa$RlsHszNL(ff+>1Q1RaVwiM^o zsA9;N?z`N-%68=XkhQB5f4FlBz+%+=+m@Xk4!+YgkjhD$W2bt%oHtBA=CDqJN&R@s z6a&|(yMRw}kpr%{$V*GBN?~MyW+r)8d^-Ut)O2-qImt0VCZNwP2u!dQ?~EzK=&h~A z9fz<8cYj!Z&yu{4mTo$9qXVP&(RhCJP6)YpoMr~=sXRbQg~{z|o(MG$WwDaNlmST9 zlbHHo_!43m_@T0LBeCk#g{E1rgXlZvv4J7g8hVDHx{ne)9X+znH)B+)6j*5)K^!9r zn+#q*T}|6$gm?cH`(L$~kp8&)TNZF{GsxdW@godyufp>jD8Po-9(sgT1SwGnq;ob> z&loU6N;Ys`fdZPUsN5a5jm`1#Lu{|?d$jO!-u)nJ{ev$KIftot?wqN6rxp~zJEq=+Et&9#L`Hs3a5O)eA%z&8E8)$4FIj)DWcjJm3!3X~4!+Q* ziB~LreWO{`w{O=7Q+SL}$nQ+f+lEQ2M}O)BWdpD_xE4+oor>9J$~A>PSjMn zcnL8iy;DDk$`|pyn|!j5vRQlh{k=U&GsCPc zvxQS5w_R{(q-HO_TwX=hB)5Z2vNIHZbov4^(#KrzDripp`I!)$N>i;^GRu|o@np~^ zrI*pbfuepcB7lVVMx#_vW#%so3Pz2zhlny4Od0lVA4>4`2yoRGFZeO#q;06TQFMLr z3}8PU4)`*JlfU65fk@6-uYz&>tx<8AJqh^ct4FV7v6fQk+KU%8M>5)uQ$IcK@Vn0+ z($1|t_)2y4>eV2gSOC0cF`=ZR%ba9?bz-&h!?iYJ$BdZ=yGDL9VYrD;tF9!9^Rr@W z8en!dmdb34tmJqNLvdhN}{2@6*}0?VK#_$!&k%d?*duE!f5`pYK(rDu@CodZPxeV zp=R0_cNXcT2NFsrk!?l9T)fdJbWQ4_L+XciacTePfh%1vqg2Plnn5AQx=r;fK(ntY zatf(7uU6LA`ie&!b+{Fd=Yal8GWxWyJKg`>k>S5iu~~K~yMeSQ{$}h(h~2%hLoe)@ zTXtW651`(e<#dPe>E`xf)x7QVNcmj`%xk*-Cw~1!ZN?>`W7gyOt}v%eUh-#<38R_6 zFi+PEWBX|xmf!5X>|(w{%9qPtzkm4r`37LrBs;r}07%y!KdxA@uUEUeTYLeE__*WF zai;rYd*_7eCGH3h$KN8TwA6$3T2;kr=l0oZE4490zN+U|rKoUvDq(Y_?2}R17Ss{cBnWvP5Bt*(oqB3PDQ-~&tGL$J~ z9+G*;kZFI;y6hD$%W*$Xh2J%t*Li-wpXt2(PAbW*UA1Kug+f^? ze@x~Sg+iT9p-^eASdQ=5_ONcjAJle--hJ|i^sI=C=@zF^1mfdq#m15 zDBCIWGSaF}Q3KzcbyT|-XhteGZ#tmGQoKy|WU>1ZX?mvOW$c0bgz06U)b#T)@@*(L zKEArXW)0u)+C6LEb^AN0*h(*Zr_1H2xMWI)!nlFHVwlcT=#I^DY9Ev5m9szZX^dXz zb&V0dQBmJ3E=Mn`LcQ*@=fx;H{`!h5+jCh~=C7}Vfh&3c{=sLn;|Bluh|*cA zfa`yK*>7Rc{QCp(Um}YC{=kmt66%eAf1+<6XZqhCIQCfZe@^j#bf6|0{R0B7$n1Dk z{ZKB8rL6Uy%#O=JK|$GXo~UJHWZXK&aXld5ivyQ}kB`q2jkIlt4eHyE^we>NMkX8Ec-o49mag(Mu zzciP0Pr~&8$NH7D%pxaKJ!U5dar(Q8n2whCJre0yUi>&bzyTgrb+*b#T;&F?v9=ELRBy_jm%s+O$& zs-2xjH;rH%G*ri@~R{?o=sb~K2&*lbb7ioC^$Bjj)sOtG!qyd&74^`$#^cl}e{H&<6Ov<(cbVPIf*e{QdR z-{)m^y%lO^8eb)kJ(LT&CbL6YNr~3WH2Lbi1D31WJZCj`>#2P`%e8+$W6|P**fm;~ zB=xB{?Y@|xj3m3Hlj`c%$bfwMwARGLWY7NnKKc1#>ZxZE1ZN(I^u&5D_@$@ssY%mk zee~$j$k^Cnb8~LW{rmSRrym`^Tv#Y^+I z*REZ7`rDb}r8KN@bYW zayNYaYBW!$*#UeYie`W$9Ju zIu)lBeXuO^$H&CicslD?S?OF|UEQYJed(!}XlGw|MeZa#{2Eqi5{tGCGgb%nvSsZp zg|3=K9ujkNa~DV2q;If@ZKT^Ke(2C43W^Ml5oGx0T6@)lBi}zKl&|hRBE3PDgM*`O zth;>Ao;`<>)l=L0`;#3~0g-($NORU?NpMqd;HpxrOS)!>NeiJ zdsp-M`E?;7A-7^;XoZA?D3u`^x-aZ6$HZ)FaqeZo((HJ3g(la&Z#}6m&f`7O`ueQx z?d=UOF7Zqbw+5j^zIpZPfkFlyvk1NS_U-)qv@IVz<~qi@(n*e z26&@lQA-yK6wSp=ipk5!Oq9_3UBCXMghk}yp$*j17pmiYB4T6Hcm??RH@Z%IXItgH z{UEBzgrA?^x@FSzD1UFey3S<@mfqORj-TD!Dy)<+_c=i^4z>II`SV;R#>TtL3+>te?z|$)RuBTI#B*90x^2uCMo#xe*kk z5zzbVXFs>pYVYm8rl-$G1>L$uuR>2PC?=+@6&@Bwj(P3cHS>Yfn^E!cgVCN(k!t3# zckk}LclWLzR%u6f`JJ%t+UPH_9>3&qI|DU|p_(U8-sctI;-VLG9OA_h7AC$ZbDv%5 zy`B8MlXdar?#0nkR#|C!8I;M#%*8GQG9u6vb{&#bdjj@f?ArM zgw2;nC$`LD>Rk8Ue*Ig%Ba@<{;=5<2mHwQZoJRA%e!gqUvDTPr@ISkD>w)75b7f&X zM(7{1OP4MUb8gLdOygSN{k^+8VQiMoKMsYPhuo5{FHbqAatygRtETJ|gALBk&PG~V zcgK3Qo|*XJJhM~7X|{85T>iUv@5V*Nkv^6-J%1x0;Ph_m&+&dZ=yZkH@OAXRGTV2q z=dn6pXljG`JO*_F5Z>}y`)gyX*GI^3g5|QlZmgUv55nb z>|qL{wHo?rjl$cvQ`~1K)pqmn^Ov9r8Jd_ps%!o5VI>3S@k2H?f^{ic4|#`clbI+_ znpfpG4(m<)s9lW}T@uVLH!?kXmU2izVU>)E>f{nHlw)==v8}@e5f{~G6sd)tMC z#(jDp)6>&?p`C25Ptz|A-KBhSVa{3R=+PYl0(7{PBeu4gXJXloTr{k#+Fk2qc*vA zGHlh#mC^tj`>iUhF~aI5hK3J*?pnIa+bcow&SCB_?s8nza&%{Lw`uzE-bxKoWjQ%H z`@u#=(~2mS840Ja&P%+G25xzP^^6Nm`*50l$BxgN3w&;2eQu08cnQTx%ie911 z17HMFnoxQvQc_X_-|{sQ=qSvRZks40b=uZyqbZ9A9fz8$Md&KA@YnsC8V-sSw%#Er zxeZ@sFYes^f}uOCtgPI~I%N7^-Cx{0>9PwB4N zCcX)0_eQt7x8Fj2P{iU&LPA1gj6?A=4r>R80|zhth*vi?HT4Y%S>OEP((1Ka_EApG zJMUKJ3|&H5m>X9P%m4r^9QsWbl9u^@3h%E?eysi&Uvrs>evi~-{YN+G+w=Sgy>sU= zuSLz1bx~1K7u$-L+zt!dtzq;NQy;~LwB=`}bm&Xzrj^??H8qPreLC?~Uobp6S~sCL zX|4D6f{V*E%*=LQTf6nzjT>uZWMvKC-(utbDIoNCW@hHrhjUf+8jC!)U%r$CBC(ko z(#<-Ek`!24RbQX>Tq#3zCV9H;3f&&F&m8AWOycg}Kg1Voa{l}ZPfyP|EE}ADla$At zB8%LYEWMWnbIZG?hQ1xa>AGy4eL7cqd&vcDdsSAp%F4>>*ohPG3Y^E&&AxDUn?FSn zJ&WbMMPtQ67`H3kk|%>&YA>J0$IED`e{W6=ekZkZA{f~#0We&et*M;4NqzxCnOlQzxGMb$dHzoU-|m=YrP*L zIo7RpnolEIdwVmizP;e$;Yl7*J9EarBycOwtdou~N4t!F^eAb-rZ!naVD49c8o*28Snrs)gv1hx zn8U!6Q#aJr)pK2bCY^D{)7ratZ_Ro;|0b?vF(yjYbFM6(J776O*%U@Sj z(YsC!y}Q1SeWYBV=*gh58l$MFXxT24a14YB#)O+NpJ&WD zWTxO!a4cw>#CHF<5{bC%3tzpjUtjUuqMjBM?y5}OOqv*$nSZT3%46BuktO%j)9KO5 zmr@EA7iMcEV>QCU!V+{YpKgg3bEMw_`DBx%TW+Jy)oa%}07<6t*s8%b2x?YRQo@Za z|NP}kGUJ;skCg>4{ZI|l7E9B~^TuuQ^qyf87iXr7wEMDhYrF{40QzXYvX(;2a`5Ud z<(MZ~r&ETwJ+ajF^X-DDPxQ;&&_4O-2_e_!zqKR4ad?K^h3gkGfk zJ>9Av%F*4}EVR7Ub5Y_6w{_NjE*7qRPR|y$YB`Gs9@vO%}1` z07%V+u1qUeuH@q4D)wjOsX0&`{^8vD`ll>=g@o8vcw?mTd@*IG$19~ki~syoNCYiYohOpz{_bWGcz*?P$v^t z)6!n!^8enPC$y38OnhB^b@e(nHa3C%k1t=oeC+sfnZt*v$US>`QC4_+q3#eZ;EgYx zoPmKsLWYK%T5L@&=I@QI!n8nRz7HR=|ENn1h>Bw7*twHT#EW)zZ@ibSR{h1R`(lIC z;+)WOx@|YG)G1DrF&7%rm&C-xtXQ)KP3dUZfpQuzRH$}P5yJM!g%%Wu6Y_xLXr>!n zE-UGH`SRs;fB(bh&T&LVN4F0T6SghxGO+?3Pvl}7<%Q$$&G>i@N-<7(Dk0S`rkS!2PD@W)IbSdwX{&aICjM!)2VT{P1BNK!*TGf&cR5%j2@Lvc9*s zvw8fi)iAfrv25bRO=|7iyLWwRYU(>MQ^8%k zm;~Nu@TFzpK5(Jo92v5mSy5d2nG0<@GwGDkE@BLMbxvQKNv3d~f|2 zcKMTP)k#|3K-GgQ=Pz7HDcF|Ofj()JrdLRQx%+3X=c0$o23bK)&ZC__XEKKkWs4YU z?=txiDuljT;4pY5tRnRK_3xKBt{d%N&>||P-d8}(ssd*_6na888fkm8vMzkxd)3#M zedo?)P@8HTL}bpWXlhXO-I__U`>9(^>`+}etmeKW#b0WrXv`N>^E$f$!fo4 z-P#av38U&b+4t|?leW(mrqJHe;fV zk-b=gC|1`X*+9<7Vxj$`02j7zlk&KclEOPZGxMsk@k~?uNj?Lr0COE%+r8dbu4J(+ z|MPqEpHg)5H?kkSQRT2nb#+8>+?L+&-&eGKrI9NS=gVRabU1;_LB+0h*d!DGW?ED_ zeh9a(xiM!=I18VlxmnWS#phNU6Z{jKTjiPz&(}UIkb5r{=Ih7Cpi<=FZs~jEpjRwI z(zNIj9SJ)|%!*SUtO>$&44SH)P`4-)KJDzQz!BjOtN9fb%Zuij=~cSPN%(i|qPb+* zf4GP1icgkL_M7U1?5Ejl92Z=7S&j|&9I@5)Ml~;PY0+zHzeU^DdzITmNnFu>>Ef)U zg7r454kh5Y-(UZsp#EgzvgOOo#i)0Dwwa6C9>-+X{Y9aPjXwBhXD{_U3uJlKfa!O) zuj^fnWssTJk?O8(@z?L(FIxJ~>Uy7r80D91J`|5_l5S51_gufO8gcjTtFK?RnhXKE zfvXmw^FHqZApo1G#z@L+(JgQamj9#mv%I3-XclPHT?-akooTGdCwD|<;$xm&FFiB! z$Jz&f?&Io8-p?<>`Ltix)~fw=)OG8EZ+37F{dK1@|8J}SWj2oJaI|Gq3`<`XwnWuc zSfZA`qes8yShKphy9-*>@qWCwU$LoO^~1o|XM&~`%<=K@_f0Ef8fksW^t}E(5CU*t z3RE#S)+vdxm@YH1+pDy;Xc--UAEBXSB+ntBw_1B8@e|P zjZESOFV<|3`zV7SS7q)>7MVlI#P@PshZRz`<`mFfV>QRW>S`Rz>cBpJnTbLC; zd-iN@Zth$do0^uaVEMVd@6TlxiER08xWpCFVV+Ig%d_oX#mmRX7W&~v2_?TYtw%74FdxM2H;C#VqzHIwy9Q64GS@R z^cctbfz~3{$OD$%;3z+85|={GL+fhJwK;P3W99hdh5mzS>w{G!AZn*NJCo%q`6PkCI5=0VhYp!f)3>uu00lkFw{ zOwcrTXuU3U$aSIEQM{nQb`piYyqkO0_(Qktd;E89@0v|}C?K97 z9dF}g18&{EeRX2O9&2lN6RVU5vxkSr`%j-_D`O-Cokk2cY~0xK@vab#FpY|=W|VYc z`0>~!NlD4~m6fH$NqBICreJm`zw8CNnfk#VXhv1}j@AU+ELpPTd~FgVgk)c0mmvMX!$^kDohtuDH1PerDfMh=M68DYqgbt~<86 zGeH?N!IqFgkm-I@jjxn$3Hu!^6XmDJw&d6e6^HpfO9)neTU5fxd+){CQm* z*J1uU76m6hH8gBG{a8tDVXnn>xSe%znuaK_n}tl;(6ME7beKKnM&+R68U}QF)lO;n`sm6HX99U$kRmE$F~| z%xk!&r>9BTfqZqE^YhW0%zhAP3>M~Q8ZwOoGLXu-aa-KD@ zjIacdQ!l703S+A%FoXO-$wAmxlgsWGGki@Q*2PF6`adNm^+%HB|5Dy7{x^B=bV4O2 z?{>(RZ|J0+aHLV%Kxcf9bDnk`1~XplpX7JdwkAz`SM!12E7L(5;2v3+wBbn*E-v^m@ct z?YVOJ%aypQY*6;-?@BaruoF5@TE>$nT=9<|&-gy| z`8x~nrle#!{H78OefNaAlGm@PFj-|m`+U+qe?GO(s(DlK;(AGVgvqwd-JyKlW(r(| zYh>ekfrqyATelP>ejYmUP((mOqn_zy(4V4by@TB3X~5~%C`~|ntD_{{w|t5eE=|#T zM$DZs2kV#$ga3GD#I$1jib?!9|)xKv1?6Z*DI?7xRM_^Bb4VksnEL)3dBO+sF7Yj3{{4ylo7 z4fzB$VCmMaTS;YyAn{l!`jo{~_Z@v$fJ;$v_Z&EI^qI*g7%rM!U0qMI7-iS3-pK0( z_DMXmm+r19`b7(2m7#hk;2BXZU5a^?;W6*h(9mFj$p<}8?&Qf^3L)%J3W}cvmNW8% zmGOY4Lp#4MMTeqJOG^ufFS2Cn*G!le+#_j-n4qQ!rz9PRbOP%k2{BT(i;3lz_4apn z`#`{B=i^%oWlcR1jE&**=g));*!S0^mYr3{Vpw{zFv6m->qDptrZqg(ZoaVY?w%g= zIrm+^o3#rAlm-@JV_s+}*bFo3qJzUxxM6ei^T8n@R00BNt7f5(v=8RAmJnwY$_l!V zjGWw?rlzgLYzhqx%^ds?x~u)i4}Y{Rw4iq2Avq6GFBS((rRmQX;b4_Gx{ zf9XEEgNtiLtNRoSx`{Uya~nkShI~f>7|6G6-2Ve{qXeH-t$0&YvjK`YG*sD(7xzF0 zcmU@C^2BrW!Phf>XcD9*Uuf7vO-+3ta#-%gcB*WvZ>!*5VpjJg^e)K0a2Q+#OPEL! z&}dIv-IhY_%i1MYce^+33b=Tbhz%7azVme{o1rFGq0u!Ld9rFe)scn;4$MK%!lKJF z`lrd6F)(Nz?1G$%7P%A>%2hmur4-TvKmnj49UiPpAH!b>G=NpU^2+kH;CCzsH}LcG zN9?!Qh~@eC^Q1G@8F3KFL{^}~>GfdP=U_r}5K_CxnJ1_!J!*s9IV&Z43x#>|t2r&r$#^vFL9dG?8 zUYJ5?|AsST-6;M?!0Z7M4WZBjcHr?GGmZjlW@Bexs-mI-dQ1cPj2Z(dA}ZP*An@{} zS$}_j0K_08a8V+b96xcQ`mr+Wh34FKLZ%fpxf#R{X z5^)&V1Q;2Bm422eXc-x=po#8*_$wkNmi$TUgr&KanVBDo&=LMS>;T@&mMw!m^YCb( zcV6C%B1>}SBx7KX(YsXzKkKwLv&nIXMX;V^5LV_1(FMb(Upi@X9%{=B+n)((T_P7}D0!5f@TGMG+Pj zrW}HT=Cd*d_{wZ<=Ou`4fY(6*Oai3xa$kZ7{SH;YrtkC4^g*_oVshBMYq6P>sKsTh@)0yezhmWA>e|I+UuTGCB7nsdv`J)m5W0 z$Bha#P8;?6!I-IrhQ>fs4jsq>_gU`AUx`-Y`+Yt@QTY93M5X8}?lHHC*vH+t)Usdx z;?867XWWhVZYB?qlmXO7&CGKvQS>sP!Jvi}+KN+%+oFjsdK+AL$DTdupFRG%EJo31 zQ)?<7MXBv}y*+hIvARm%2iIwI;lho$xE)zzI3QQQMN*n7w@+G{0HwIKmGv)&>g7z& zRw(1TU*)QcUW`(TK~9{91%G#?b+u3GUZz$zYFr9nez#3?q96_ia)c#JbC*rfN6B3{YcmtWOfSW zAS_M8R;(j(pH2%8Lga2T6Lf-yIQF^|#?hwr9~Sxj0RH0uOaSha9mM}Sq|APDYkNT= zZik0=%nlc6gflWSvT<@QC(ht5`W9Gfy_K=0c*1JGT413dyP*>P4e~Rz_qWjS0ne6D z5D?(vT~hcPPE;5BPlC7H3teGy6nw<35J^?M@-@agQVXV2cm%ZH|4Y(ISa_U-!+ zzDcV>QyuxDEG12UwaCi$FOK}(IsgL$Ag~2S)l#X2X?9yXJJSA%==HrWH8L}B`wH_9 z>_C}Nh24JjJtmGNl&3Wa`UC{5#+>(Uf8$#}B=e^StXnrP#hGq@ zYAhS>osh6oJxwnVT~wn%gEQ2yHc3tGrW`#rS%)w{l5JW49_M>+CH^y+$mXR1_GeU7 z*1`VEVmayq*9fEVN*3eZ zY>*PzA{xVAb#%w&537HVU0gjByZG@nfolxUU5FptvyWR^KJdmk;Gz+{G#J{Yplj_t zJ&)=*MMXEm<4FnboR9X4dooD>XCghhm+L1M91acN5Fa2prBkOuO2CDnPO|OZEuSjR z#7GdIeVh-D25no5dCa5nv@O#5r8M$f21Z6ykm(`n5{OLM4zvEIGfZ(xF|ePS2fy+< z)0ycQsh*IXidBI2MEJ1jEQt_z-U}U2Gc~WgvQiF4$~|FgS_nxssoG5FWp836Tvg%g z7Hva#5BF6kqJ+5y0ii10@JQCw9`Ira4ahrO&BzculV$D$gk@HshnsP8bGtY@Y3Vld ziYEQpvnz1XNk--K5aL{$giO|K*>|48&d&ba?8|awP8nlNq4c8E8(Lbf#kT=0&?=~4 z!<$>4K6Pr3$;VC4&1)5$17T@w1VfTmQ3);?wQhYGh`z=O!~cq(-^zn9Z#N44uH1!s zxl{qi%8iVSMvxGM3?B!LCoJ3DV=)u365?BaVUQ0~e4LyP69XNLF>b#@xaaol+ z)&3)T1_{uBAp@@??xC?O4UI2%tiEgxs}eMBXj_{OT-XGZmSNYcM35`K1L&6gd7BxW zB*ZgcLy~Pnl}65x4mlEO7e@)jJjplP0ObzoN(rltl3i=F5|K9eCyAB*rdJL=k#5$4}`h{k{3RL+#0%Hn!=*D|5 zt5pl?tKPhK!%yBqR7%~e4l#|g9kpL;rKuQhvj3Jd_SnWuX&3K0b0HN@U$&W7ZqgeYN$P|02h&xBE9Oj;s9P!-us` zmr^1`?Kp`>eEbGCAQlT@Oi18v6wpiIT?A@w>+4HA@W%lv+=lF1aQL?ZX9h|YbT#vz zv$zZj1u?O_z0j?ox@s0U31VCqex`XAUW|%}*aRQj@Rj#6?rzX?^A9(ekd-}^sCqW; z2xq981@8&@)zb901?R`g1-8s$%fgeLY35B>Z($#J+O(oDv#!eQPtX{3BGCQI;emYpW2Paw_*y|HhEeP(r8C>v_uW@M$kkRP|@|n3lGbZRm~lB#BeN zzQlKkzg(9M*l6aayyQM869BAV*^lSw0&$qfBAyH4t5z>gZK(cDL=uASfx3PDn?foFf$w&0=8RlITaHR!m=4cJ;g9s}tm zTn+Xay3fh(@RTuB^y|PsOTienFc8BrMg2Hjvtr>^w<}0=8)8*{|N3l~xVX51p`l8u zjh87;_C|i4>zJ-OFWt0uuA`zL^H$%W{3R)+@sU{!GYd=g6BYJzrluq~V!kqR>_14m z@s3YSTm>x3wr;%%CT3iOk$I4kvIhQudNv;~uM7m!3l}b^stbpi8W?z?rzM7oA=%y7 z_~LZ~v^YbMC-oLAfa`JB!MY+MA}CJTr%rH(?O*%qPyx+x z1X?H!GC6N?8r5InMYI*MQb9!GL+Yz@e=E>V*401CY9X;wK4&gpyQK}2ITsFY*00?M z3aqN`OZ#-{z5}5uuwI49zkZ=LI^e1c3fN>Js_aFyZiL)>{+NE z&;_)@NaV1 z7!-alRE;{Vrx&B(eC*f?$=LxR2vysFdY6t|kPU|f2|?!eAP%sEf)f5JO4N?~#*r`E z^abuIpI9kOsjBy!ELAi!OUxWVSLNd4^U>i?+js4+VA;-{J4X;fB*sCur8dbNK`=a( zxZ$_{o~%Q&-(BLjwi!Is28HoV9fTRmN!QQK0bJ_)cUwuj#l#h4)++nIK!VmH1@s{3~~bOp^v2hXOV|psC3eF!XjCWc06_f|`|cp%%qT<( zvD1Srht!uZl-YPIF?{59QC{0%t&`_*k<^>poI{I7~ zSx(!OpHWh}dFC594G)X<7jfN}ZksjI^n9*dIg&8Egz`@*wWm9{1&|FWel}H50E_<> zARHLsE6}6;RxPv?L{`p!d$C_BRx(v5Fk$UK%dnIF{RWu2=9lh0y+SNk*eYl%P9trX z&&((5RQ@K7@w%|_&9o3E*aL@c0~1px(GHP-*q7Y|IR|t6@ti0x?;6S;2$~2gX=v#o zm8UE@LmkJ}fvmk}`{8W9)v^q(%fxI73NccW&Qq18$+Gmd;~Z zKXT#pl+@xJgK~_xO8>)#AjRNZ6_HCnZZ~rFswFhYNFqOe)*Y@VMZBrzrCUfp#Q3ll z2O9CF?S*a~$*2^Nwi3q@{RDP^i!w9cprPAl00Ef$lIPqgO}KzQEi%+Mm_<*erWvIr zdoIqlUJnZL1*isiN~^OP>-xaO&kv6WdN0cG&)1szvgkaNHnb-%s-+eoOk}$)w)O2i_Bm`3PW-LK#?>!HCgbxGAOcKXWH&{do0~z1 zHSB-Xti(gfb)P*zHcuc6#sU$wOcGB9B!UEvsve!#N|LZ(enc{ZG?XU`x{va8u&`<^)UES(A5<;?MVr>_MM_3~y#SCY9VPSzJ z!qEXpCJ|SD9~n!4N+_&Q@sSiHf|AGVpfK6}gY3`ru;*d`rmaN*?aR3_MermVgh$?y z{WZ|>N!%Lb45-KE$h+#tAu$0g4BnU!U7U#`i=h|5F-MzAT!P(xA=5MT7vnJhj%8J0- ztp_d?V|z^d_wUz<8T!q!HFb>10|fA6tQ0HG0(Vso0`137pQ=-|gi!Mo@{EqR!)B9% zPeOVw7GxY25uOp51|V8qH8rY4Ux4FAf`Y)48MfUDAUKL=I}X!dRhY6sVV|z_T)1NP z<&h!UkJI!B8|6M`BIW_j$c4%TWvO|x2Y?iH9UUDa#lSpx{F%BA8Mi<^)zO3jD`aU}LSS;r_J zgOjhu)KfGs!`xd9{pmH93|0os-Q&x#7YViOiLQQHT-+29cJ=i1h<*bl2yXTYc=>xh4IFI78bZ@kB_vA0z`toL+!7q8=le z@%m4KsoFw;e!oO{)OW@xap&~_>#tERYbFO0mGZ$3nI$f5@OkHxwRwm~P;k#>S2?os z%*8f*_J#&{7PA(kafmeI7Dg zcsxF1%D<$ompXBFzG3*-_2X@=?JWjyNe`AIBs|3Oji=dOn+af7(D|>Ox2okN3sTbc zx7swi`>KqLK%eZa)gReXhRy%eu z;&*U$qWUxyVVSf5F{;_pKO}`S+9>ty9E3R`3Wai*G^Ehi?+5@6zrB^jo4#I zg(4BS`}Ct?BvS~XMQ=v()ey2oQXtEQ4b(6g!}ikA1#OYA{xfNI#QE>JoN$Ef#zfe` z0IC9!xF`l)?}N{Od9)V41Sk8|s#$2%D}hrRV9$Li|H+HI`cyLL`O zD19l_velAnxJ=5THk`S2RYw`CX~X-o={LSd7yFW=mW+%`QieLX1zcy?Ncftu{3&(y za0X>@L3Gy&_o;7pAgN07sHeRDuq!qSRmf_}c?pg+u&T0{`xa7}|!Tc}4HUFt7)S?*+OmgEe!nCf2FLk3$|tcy?nG zL@V+6i7#f@9$MFgSf8r8`hmpCyF$B|bS_F)9PCeNw*PWMY+o(BY^C zrYq7{bz!G}1&jpSa=x5>bw7UmIHju_os^V>Yy;m1u_D0{A11x`(BC2_(CYj1dShI- zSU{rwsO$JG48T_ckk=|j>eu&&n-AKbUrx&$AvTnIHhCQTI5M>?`#vYkw9|P;fXkXL zf^;N|FC$~KE#|V?c4Uq#(XoZBnsb4pcKB{{IS=d=tfA+;v$nQ2upi0j$b0wh@oHsq z05dC(DS4@>sf8iAbq;~1J|qerDMjCd+ju-mBqM_)M=E+Hr}E&R^`tzjD1$C{?<3-M z!){}tvByI|-Vb6=gwaiKJXKZIa|m7K&GbY*gZ1DBl;X+yk{uUDp-OoT(e(o=l3kN! zjxma2AI?35L_N^veVY^V^76!R^xy=$T_K%L=4I%T>b8!J5l}83`OMT(Q zXGQ1nPr}f-L(<&3c~0B}6b=Ct-nU#6>3}jw(7l$T1nUG|&0|rsj$jxQKMI zmFcSv_QrJ|SF~W5I_{ z7sqsL)+G0`;T~l*{_r}?U_e&V$@5gagVC_hd>mzIJUGaW1C{&}X5A@${nmj9?8>-{xH7G1*DYAG2jIe01mWEp z-)x_fnb35^OKlGXP>-iY3%_9EiX&|+53@^2wEMRB!gOcTKyq4IW#Z$Qdk}(pLKOKw zV2)-Qz4OPGhCRq5Sm{jpO3ks|(Xl0K#dfCqPVbBUr{!$E%pn2%FSr&*=oYI6a2&b8Hs1J$F-LvVl|$P%kC3#5Egm zMGep5>6Y!q31M7u!wob~3A=NL9PO@@rw0!5;#12~T9NyL1qvbf$2sgg#Rw@Ou6v7v z)T_`D^JidWvSuQnmn|x>FpyI_j;=|e z(t=o5R$d-ii^SWP>0fm zlW1Rj=sgxYyTzLop&Wn~qddhgxnmYuArM6ng^^#fDpi8Z}%(g37&IB+L zoBvOQ{sIaK<^cDtRCk@7=nF;C_#jruCzmGJVL(NkKf!&wyjSzT*D{R`i?n)ShVG`D ze*mxLnER&z{y)@5qijkxn_9|EqT6t|LyIRfP*`F zE@n>wjew@u9xVpACXx!MaxPP;hhnrRYU^e6p zZc=gp2V$}Lbl+15AZ8o4{TEuQJV9ac2u6{XZU->+2vo$e*+vdh)(hX4WDQVG{BQNt zDRD^co5dV1phV?=lOPAk4>kR7@1tju!?zh&llk0DP#B~#f+$d1;&Foj-{k2UD6iMH zR!yUOm(+|rjL_TA22H@FW~NJ}VxY1nzG|Tcw2w|heqCL$=2~yYj+;~>DNqS zv?x<#nQuBeNL zl_Y-FknZ6*{f70-#lz(Ag|QS1re<)EJ}{lmdeTXb&`I1*PJ4L}GPx&`owotqp11uz zwyTu(3ddIvH@`rVEJ+&%AZGTMZr?0yr4!N>7r9Coc4)G6?hF*RC7htUEKKxg&FQWBo?rzy z=bepF^f<1;u<7b{elY37N@9c0OK$y$ID6ABJ_oh;_Und5egngN9kC8bC3{Pr;K;gux7?&T3 zA0veY7Ux?Rqp`u_9J1ql5|TJpv7S6;7gWWNXB7u|5Y*C7N=~+e2x*E)i?+_Ju;;k2 z=;&JpJN&5EE_PN&LGjxFc_ClA5EjQ17^$&%$J6*srKcn|)XvnVd4!?mvU#Ftg>WF3 zQL#&M)X(k5=~xBqQaa;w2A}*hF;H(gOPTGC-xTeM2;WAabKBDLmk03Ye;!I(FcpG{ z&Xju2m4cd)C*h3!V4)m@M@cP?OPQj}^NF+Jki{*jKt1Wg+PN1E5u~_)4) z00#@@KvMm~*&vB!%9!xY&b`rm z`&h{FX~019+p6VQKcS*D@a8tAKu>qZIJWjCl6#WWq}I&8k7Wg1(e$GqS9sjnd1h8* z-R}&d7C)K`~CIG*p;hU{DfagH!(z{aM>d0iWrhU(F{$CPXn!2*pAeNaYB@eFzbu$UXSlPqdE9e}-TahQI*aZ>Du|*0cAf z*wA}mrJUSHu+lL(Tw;;_rckEa=nV$FJ*Ry=-xp4`MBKmljI%SknUX8*lr+E%1H zysGq=d^R^OwPOFj1lTT0W4|AdoFHWn(e*P~=3}Vwn_pKweUpq#_ zd9^|y;`4csnI~qiNA5$coK$7>gi5^JffNI~9F}pUI4eP5qSHKnCig*SCyTml_v0=k zMJfbKnV;3Z#B+^8RhYpCLh)7sqH5hec*&e_X3~*F2h!hcsfXqz1Ocz?vE?%I&ejN2VUR_Ns%VHOKVP|?YdA3FKlZwdSIyQ~Q;8hFQU&=#NDC0Z2;T)SK z-JD3r#HqS)t*z$65Z{D67v|vO zF|SVU#YnrKsBgVEzm>=loYjkk6ztrA%+or`o>M6*0#D^JW`69in#Z=N6TMd%lo}Gxk{Le0wWN-J6Eu)c zsa6O~+PXP~OX`r@fWTFq@-h#qS(@cDNBDtF1K+ACaDjPu#W)#Nh>w3H&xmy3vBF_@ z0pxIPhp>iBD&LXb(!hX6)CM%uoLY*j`*$cv9kYFvG^sE5YRF1pzbUcLK;nJrYN+q+kgX)oXsHv^p zpIl#8ci`pAT`rC!;lJ1D?R6cyPy3z0mI(PyeOlOlZEJRJDycyZ>Xn@?k9uuRIBw$e zFt-_Eb~Igm;_d9KBh9Ph8A6X1~GD97T|c3D0|xW(yg&L4VZ(R?{; zDWTth$z6^`v$}Zy#<%H9c&5*?BKyhYEvy}R&mQyfPcQK=P;jk_mfdR!abB(cGC*h-8O7g=0~0#pn{9*LG;;`P1ZY><0p zjH9poa5vHX5K_0pNjU-*u($6X z%ITtYi&JOdKu)Vi9(H#)_K(5?jzs{;6nlZSGK^$tB_^s6W@Jw*7*jwo*jgXRB6a}m zK`Zl|Jl_2Q?U|CCl*EnX(|c@d`~syIPXB(QXo%Ptg--o06RyLB!t$9;qaD~ed5~zf zp#^rk>dhWUhj&G{W=*tD_;Z6;e*|jp-^L^V z^u>=P^5_f3D=gNe!>hOrm$v&+q*WPk*=OW2h?IihO?^&Y^zWAExZZ#feb^aJ>}|a7 z%kt6*$U>oFnFq+rAF<0N2K3c>Tmo;XD~Q6r&|y)s*;ojc_|!J?Hev(1G3^y(#r~7p z*SHc7)Cv*voc@Oh|0b0FR%Vl(m)9wYv|nYoC$Y)hV&RuzKN*jKO-t}yyk2gy!J3U4 z-?+c~UyetX?)@t9r4}@`_4PRuq$E*TxrhEoRs3&~VV~d1sVfQ-t}FZvCl0k|nfEOL z`99ZUZEDia*=XO3JO%mU4Raa ze7!_1AJM}-j&+49n?Q)n>$zt!_HEchnAj-W04|vkeMf-f;{jK2q-bPzOp#$Cx(5G? z?{VT|@7Z_r@RWn<+)J6SaC{kx%H4IRXwG>#|0 zYAq1EF!2~WL%&1J9}XWU5Vc|B67|af9AaqYWr)shvFPsZCZZ%ZiN}HlT0NWcT1xvK zdgoWoe(*v%C#SyCi0McMrEz7h&Q6K&vf%yc=u!s^x!z+3R zJSFU8Az}hS0H=u47t%$JY62(FJ+hVvj%a;EDihmJGOgo&%5Fx!|0bkmA_WOMWnZ#2 zQGzU7;~lk2n>`oj9s31Ixp7d1fZutD}H}MdW7Uu#&Gdtzk;kPS<1ACgknp;D( z7{gmlAA>4rStGCoB$apiUu3|B!x`2vxk-DEd`P8r|Zg z^

       - + @@ -141,7 +141,7 @@

      arc_distance

      - + @@ -149,12 +149,12 @@

      arc_distance

      - - + + @@ -165,8 +165,8 @@

      arc_distance N/A -

      + @@ -234,7 +234,7 @@

      growcut

      - + @@ -246,8 +246,8 @@

      growcut

      - + (0.000) + @@ -255,12 +255,12 @@

      growcut

      - - + + @@ -271,7 +271,7 @@

      growcut N/A -

      @@ -348,9 +348,9 @@

      julia N/A -

      - + + @@ -363,7 +363,7 @@

      julia

      - + @@ -374,9 +374,9 @@

      julia N/A -

      - + + @@ -387,7 +387,7 @@

      julia N/A -

      @@ -466,7 +466,7 @@

      pairwise

      - + @@ -479,7 +479,7 @@

      pairwise

      - + @@ -492,7 +492,7 @@

      pairwise

      - + @@ -500,12 +500,12 @@

      pairwise

      - + @@ -518,7 +518,7 @@

      pairwise

      - + @@ -526,12 +526,12 @@

      pairwise

      - + @@ -539,12 +539,12 @@

      pairwise

      - - + @@ -555,9 +555,9 @@

      pairwise N/A -

      - + + @@ -568,9 +568,9 @@

      pairwise N/A -

      - + + @@ -581,9 +581,9 @@

      pairwise N/A -

      - + + @@ -594,9 +594,9 @@

      pairwise N/A -

      - + + @@ -607,9 +607,9 @@

      pairwise N/A -

      - + @@ -620,7 +620,7 @@

      pairwise N/A -

      @@ -688,8 +688,8 @@

      rosen_der

      - + (0.001) + @@ -700,9 +700,9 @@

      rosen_der N/A -

      - + @@ -713,9 +713,9 @@

      rosen_der N/A -

      - + + @@ -726,7 +726,7 @@

      rosen_der N/A -

      From 7c9a9694e9de3a17e6801f0fcf7f55f1c01faf4c Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Sat, 13 Jul 2013 14:22:28 -0100 Subject: [PATCH 47/54] Update documentation --- benchmark_results.json | 476 +++++++++++++++------------ images/arc_distance_logscale.png | Bin 46370 -> 51360 bytes images/arc_distance_zoom_5x_best.png | Bin 50009 -> 55038 bytes images/growcut_logscale.png | Bin 32777 -> 33669 bytes images/growcut_zoom_5x_best.png | Bin 37320 -> 37487 bytes images/julia_logscale.png | Bin 41161 -> 41131 bytes images/julia_zoom_5x_best.png | Bin 46273 -> 46298 bytes images/pairwise_logscale.png | Bin 80383 -> 80251 bytes images/pairwise_zoom_5x_best.png | Bin 84618 -> 80227 bytes images/rosen_der_logscale.png | Bin 32934 -> 39117 bytes images/rosen_der_zoom_5x_best.png | Bin 35200 -> 41526 bytes index.html | 155 +++++---- 12 files changed, 359 insertions(+), 272 deletions(-) diff --git a/benchmark_results.json b/benchmark_results.json index 827ffd5..2d99793 100644 --- a/benchmark_results.json +++ b/benchmark_results.json @@ -7,65 +7,81 @@ { "name": "arc_distance_pythran_nested_for_loops", "cold_time": null, - "warm_time": 0.0010640621185302734, + "warm_time": 0.0010519027709960938, "all_warm_times": [ - 0.001132965087890625, - 0.0010640621185302734, - 0.001104116439819336, - 0.0010640621185302734, - 0.0011370182037353516 + 0.0011289119720458984, + 0.0010519027709960938, + 0.0011150836944580078, + 0.0010869503021240234, + 0.0011289119720458984 ], - "std_warm_times": 3.1799569009960065e-05, + "std_warm_times": 2.9513716398922119e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_pythran.py", "rank": 1, - "speedup": 53.99126148330719 + "speedup": 52.58658204895739 }, { - "name": "arc_distance_numpy", + "name": "arc_distance_numpy_broadcast", "cold_time": null, - "warm_time": 0.0012860298156738281, + "warm_time": 0.0010750293731689453, "all_warm_times": [ - 0.0018169879913330078, - 0.0013070106506347656, - 0.0012860298156738281, - 0.0013430118560791016, - 0.0013768672943115234 + 0.0011820793151855469, + 0.0010750293731689453, + 0.0011110305786132812, + 0.001177072525024414, + 0.0012679100036621094 ], - "std_warm_times": 0.00019795089301224966, + "std_warm_times": 6.634321594692584e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", "rank": 2, - "speedup": 44.672413793103445 + "speedup": 51.45531159902417 + }, + { + "name": "arc_distance_numpy_tile", + "cold_time": null, + "warm_time": 0.0012919902801513672, + "all_warm_times": [ + 0.0017499923706054688, + 0.0014269351959228516, + 0.001310110092163086, + 0.0012919902801513672, + 0.0014050006866455078 + ], + "std_warm_times": 0.00016505645048967493, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", + "rank": 3, + "speedup": 42.814541428307805 }, { "name": "arc_distance_numba_for_loops", - "cold_time": 0.6181938648223877, - "warm_time": 0.010688066482543945, + "cold_time": 0.6340889930725098, + "warm_time": 0.011717796325683594, "all_warm_times": [ - 0.010783910751342773, - 0.010688066482543945, - 0.010882139205932617, - 0.010780096054077148, - 0.01075291633605957 + 0.01208806037902832, + 0.012027978897094727, + 0.012385845184326172, + 0.011717796325683594, + 0.011785030364990234 ], - "std_warm_times": 6.2609717571024284e-05, + "std_warm_times": 0.00023801696329878573, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_numba.py", - "rank": 3, - "speedup": 5.375158937295055 + "rank": 4, + "speedup": 4.720680393912265 }, { "name": "arc_distance_python_nested_for_loops", "cold_time": null, - "warm_time": 0.057450056076049805, + "warm_time": 0.05531597137451172, "all_warm_times": [ - 0.0587458610534668, - 0.057450056076049805, - 0.059082984924316406, - 0.058889150619506836, - 0.058335065841674805 + 0.05973219871520996, + 0.05531597137451172, + 0.05608797073364258, + 0.056166887283325195, + 0.05698394775390625 ], - "std_warm_times": 0.00057988634390710705, + "std_warm_times": 0.0015313597488615565, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", - "rank": 4, + "rank": 5, "speedup": 1.0 } ], @@ -79,57 +95,57 @@ { "name": "growcut_cython", "cold_time": null, - "warm_time": 0.006023883819580078, + "warm_time": 0.006164073944091797, "all_warm_times": [ - 0.00624394416809082, - 0.006043195724487305, - 0.006227970123291016, - 0.006148815155029297, - 0.006023883819580078 + 0.006164073944091797, + 0.0061910152435302734, + 0.006551980972290039, + 0.006548166275024414, + 0.006206035614013672 ], - "std_warm_times": 9.1044110847806985e-05, + "std_warm_times": 0.000178360338277612, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx", "rank": 1, - "speedup": 1604.4870972848887 + "speedup": 1623.1781155720585 }, { "name": "growcut_pythran", "cold_time": null, - "warm_time": 0.00964498519897461, + "warm_time": 0.009992122650146484, "all_warm_times": [ - 0.009911060333251953, - 0.009737968444824219, - 0.009791851043701172, - 0.009783029556274414, - 0.00964498519897461 + 0.01046895980834961, + 0.010176897048950195, + 0.009992122650146484, + 0.013322114944458008, + 0.01224207878112793 ], - "std_warm_times": 8.617258851733163e-05, + "std_warm_times": 0.001313107179394154, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_pythran.py", "rank": 2, - "speedup": 1002.1004350620458 + "speedup": 1001.3277738010022 }, { "name": "growcut_numba", - "cold_time": 0.7094540596008301, - "warm_time": 0.04446291923522949, + "cold_time": 0.7352659702301025, + "warm_time": 0.045130014419555664, "all_warm_times": [ - 0.04446291923522949, - 0.044847965240478516, - 0.04508090019226074, - 0.044851064682006836, - 0.04742789268493652 + 0.045130014419555664, + 0.049748897552490234, + 0.0479741096496582, + 0.045738935470581055, + 0.0452580451965332 ], - "std_warm_times": 0.0010655218426824115, + "std_warm_times": 0.00180899777624235, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_numba.py", "rank": 3, - "speedup": 217.3776268023658 + "speedup": 221.7014565030192 }, { "name": "growcut_python", "cold_time": null, - "warm_time": 9.665243864059448, + "warm_time": 10.005389928817749, "all_warm_times": [ - 9.665243864059448 + 10.005389928817749 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_python.py", @@ -155,57 +171,57 @@ { "name": "julia_pythran_for_loops", "cold_time": null, - "warm_time": 0.0024302005767822266, + "warm_time": 0.0024449825286865234, "all_warm_times": [ - 0.002978086471557617, - 0.0029180049896240234, - 0.002557039260864258, - 0.002454042434692383, - 0.0024302005767822266 + 0.0027620792388916016, + 0.003083944320678711, + 0.003053903579711914, + 0.0024449825286865234, + 0.0027990341186523438 ], - "std_warm_times": 0.0002337919700457892, + "std_warm_times": 0.00023169970404922328, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pythran.py", "rank": 1, - "speedup": 1612.8841361718826 + "speedup": 1708.6048756704047 }, { "name": "julia_cython_for_loops", "cold_time": null, - "warm_time": 0.0038979053497314453, + "warm_time": 0.0038399696350097656, "all_warm_times": [ - 0.004152059555053711, - 0.0043108463287353516, - 0.004370927810668945, - 0.004159212112426758, - 0.0038979053497314453 + 0.004236936569213867, + 0.003984928131103516, + 0.0038559436798095703, + 0.003970146179199219, + 0.0038399696350097656 ], - "std_warm_times": 0.00016391949899919291, + "std_warm_times": 0.00014220203482506229, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_cython.pyx", "rank": 2, - "speedup": 1005.573918894122 + "speedup": 1087.9015894697627 }, { "name": "julia_python_numpy", "cold_time": null, - "warm_time": 0.16823196411132812, + "warm_time": 0.17076992988586426, "all_warm_times": [ - 0.16823196411132812, - 0.1700141429901123, - 0.16910505294799805, - 0.1688089370727539, - 0.17324495315551758 + 0.17763805389404297, + 0.17109894752502441, + 0.17644309997558594, + 0.17076992988586426, + 0.17354702949523926 ], - "std_warm_times": 0.0017778998845514879, + "std_warm_times": 0.0027643525367431272, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", "rank": 3, - "speedup": 23.298972812407882 + "speedup": 24.46279079832631 }, { "name": "julia_python_for_loops", "cold_time": null, - "warm_time": 3.9196319580078125, + "warm_time": 4.177509069442749, "all_warm_times": [ - 3.9196319580078125 + 4.177509069442749 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", @@ -245,197 +261,197 @@ { "name": "pairwise_theano_blas_float32", "cold_time": null, - "warm_time": 0.0006930828094482422, + "warm_time": 0.0009548664093017578, "all_warm_times": [ - 0.0011048316955566406, - 0.0009109973907470703, - 0.0007259845733642578, - 0.0006961822509765625, - 0.0006930828094482422 + 0.0012469291687011719, + 0.0012369155883789062, + 0.0009548664093017578, + 0.0009770393371582031, + 0.0009648799896240234 ], - "std_warm_times": 0.00016093113510082976, + "std_warm_times": 0.00013559110891453869, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 1, - "speedup": 31980.745442036463 + "speedup": 23420.78202247191 }, { "name": "pairwise_theano_blas_float64", "cold_time": null, - "warm_time": 0.001062154769897461, + "warm_time": 0.0014109611511230469, "all_warm_times": [ - 0.0014140605926513672, - 0.001416921615600586, - 0.0010690689086914062, - 0.001062154769897461, - 0.0010879039764404297 + 0.0017621517181396484, + 0.0017409324645996094, + 0.0014219284057617188, + 0.0014350414276123047, + 0.0014109611511230469 ], - "std_warm_times": 0.0001679788686666027, + "std_warm_times": 0.00016144648538142409, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 2, - "speedup": 20868.243995510664 + "speedup": 15849.988509631632 }, { "name": "pairwise_python_numpy_dot", "cold_time": null, - "warm_time": 0.001567840576171875, + "warm_time": 0.002074003219604492, "all_warm_times": [ - 0.0023081302642822266, - 0.001567840576171875, - 0.001605987548828125, - 0.0016849040985107422, - 0.0016019344329833984 + 0.002115011215209961, + 0.002441883087158203, + 0.0020830631256103516, + 0.002074003219604492, + 0.002079010009765625 ], - "std_warm_times": 0.00027982896825389127, + "std_warm_times": 0.00014237014479764177, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 3, - "speedup": 14137.473692214113 + "speedup": 10782.875273019887 }, { "name": "pairwise_numba_nested_for_loops", - "cold_time": 0.22150778770446777, - "warm_time": 0.01252889633178711, + "cold_time": 0.24068498611450195, + "warm_time": 0.012759923934936523, "all_warm_times": [ - 0.012565851211547852, - 0.012663841247558594, - 0.012598037719726562, - 0.01252889633178711, - 0.012871980667114258 + 0.012759923934936523, + 0.013061046600341797, + 0.012830018997192383, + 0.012817144393920898, + 0.012611150741577148 ], - "std_warm_times": 0.00012150939203318325, + "std_warm_times": 0.00014515737643551636, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", "rank": 4, - "speedup": 1769.1346717411989 + "speedup": 1752.6529269978887 }, { "name": "pairwise_cython_for_loops", "cold_time": null, - "warm_time": 0.01258087158203125, + "warm_time": 0.012830018997192383, "all_warm_times": [ - 0.01275491714477539, - 0.01258087158203125, - 0.013325929641723633, - 0.012630224227905273, - 0.015210866928100586 + 0.013009071350097656, + 0.016839027404785156, + 0.01417994499206543, + 0.013092041015625, + 0.012830018997192383 ], - "std_warm_times": 0.00099145789320757328, + "std_warm_times": 0.0015011424670408832, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", "rank": 5, - "speedup": 1761.8258603699212 + "speedup": 1743.0775463178043 }, { - "name": "pairwise_parakeet_inner_numpy", - "cold_time": 0.1583559513092041, - "warm_time": 0.014224052429199219, + "name": "pairwise_parakeet_nested_for_loops", + "cold_time": 0.11951899528503418, + "warm_time": 0.014487028121948242, "all_warm_times": [ + 0.015625953674316406, + 0.014915943145751953, + 0.01471400260925293, 0.014487028121948242, - 0.014224052429199219, - 0.01433110237121582, - 0.014370918273925781, - 0.014478921890258789 + 0.014592170715332031 ], - "std_warm_times": 9.8000952769207656e-05, + "std_warm_times": 0.0004053946409956364, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", "rank": 6, - "speedup": 1558.2974689909488 + "speedup": 1543.7064002764841 }, { - "name": "pairwise_parakeet_nested_for_loops", - "cold_time": 0.12629294395446777, - "warm_time": 0.014289140701293945, + "name": "pairwise_parakeet_inner_numpy", + "cold_time": 0.1596689224243164, + "warm_time": 0.014530181884765625, "all_warm_times": [ - 0.014352083206176758, - 0.014350175857543945, - 0.014326095581054688, - 0.014289140701293945, - 0.014405012130737305 + 0.01491999626159668, + 0.014583110809326172, + 0.014530181884765625, + 0.01462101936340332, + 0.01462101936340332 ], - "std_warm_times": 3.7828066088308753e-05, + "std_warm_times": 0.00013658695555468194, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", "rank": 7, - "speedup": 1551.1992892062804 + "speedup": 1539.1216854817537 }, { "name": "pairwise_pythran_nested_for_loops", "cold_time": null, - "warm_time": 0.015474081039428711, + "warm_time": 0.01619696617126465, "all_warm_times": [ - 0.015791893005371094, - 0.015474081039428711, - 0.015924930572509766, - 0.01622605323791504, - 0.015984058380126953 + 0.0243070125579834, + 0.024819135665893555, + 0.017509937286376953, + 0.016659021377563477, + 0.01619696617126465 ], - "std_warm_times": 0.00024703545688792907, + "std_warm_times": 0.0038353212267373655, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pythran.py", "rank": 8, - "speedup": 1432.414942298507 + "speedup": 1380.7349966880106 }, { "name": "pairwise_theano_broadcast_float32", "cold_time": null, - "warm_time": 0.036325931549072266, + "warm_time": 0.03744196891784668, "all_warm_times": [ - 0.054309844970703125, - 0.03640007972717285, - 0.036325931549072266, - 0.036878108978271484, - 0.03679013252258301 + 0.05813002586364746, + 0.04312300682067871, + 0.0375211238861084, + 0.03744196891784668, + 0.04128718376159668 ], - "std_warm_times": 0.0070877382864325371, + "std_warm_times": 0.0076357453378247519, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 9, - "speedup": 610.1785681469132 + "speedup": 597.2901179931611 }, { "name": "pairwise_theano_broadcast_float64", "cold_time": null, - "warm_time": 0.049612998962402344, + "warm_time": 0.0505678653717041, "all_warm_times": [ - 0.051264047622680664, - 0.05145716667175293, - 0.050360918045043945, - 0.049612998962402344, - 0.04968690872192383 + 0.052706003189086914, + 0.05425119400024414, + 0.05717802047729492, + 0.0505678653717041, + 0.05346989631652832 ], - "std_warm_times": 0.00076998518861325755, + "std_warm_times": 0.002155471988263409, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 10, - "speedup": 446.76406108836477 + "speedup": 442.2515735724692 }, { "name": "pairwise_python_broadcast_numpy", "cold_time": null, - "warm_time": 0.10071992874145508, + "warm_time": 0.10138797760009766, "all_warm_times": [ - 0.17113804817199707, - 0.10071992874145508, - 0.10141301155090332, - 0.10162901878356934, - 0.1010129451751709 + 0.17826104164123535, + 0.10138797760009766, + 0.11222982406616211, + 0.10413503646850586, + 0.10509920120239258 ], - "std_warm_times": 0.027979497092564122, + "std_warm_times": 0.029239066564405045, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 11, - "speedup": 220.06871109006983 + "speedup": 220.5756398558972 }, { "name": "pairwise_python_inner_numpy", "cold_time": null, - "warm_time": 1.7411701679229736, + "warm_time": 1.8301208019256592, "all_warm_times": [ - 1.7411701679229736 + 1.8301208019256592 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 12, - "speedup": 12.730119839841095 + "speedup": 12.219804293413711 }, { "name": "pairwise_python_nested_for_loops", "cold_time": null, - "warm_time": 22.1653048992157, + "warm_time": 22.363718032836914, "all_warm_times": [ - 22.1653048992157 + 22.363718032836914 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", @@ -453,61 +469,93 @@ { "name": "rosen_der_pythran", "cold_time": null, - "warm_time": 0.004739046096801758, + "warm_time": 0.004611015319824219, "all_warm_times": [ - 0.0048160552978515625, - 0.004902839660644531, - 0.004856109619140625, - 0.004739046096801758, - 0.0069959163665771484 + 0.00467991828918457, + 0.0049479007720947266, + 0.004925966262817383, + 0.004611015319824219, + 0.0069501399993896484 ], - "std_warm_times": 0.00086862610816754529, + "std_warm_times": 0.00087365716346835367, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_pythran.py", "rank": 1, - "speedup": 2082.539367107712 + "speedup": 2143.142967942089 }, { "name": "rosen_der_cython", - "cold_time": null, - "warm_time": 0.005986928939819336, + "cold_time": 0.01361703872680664, + "warm_time": 0.005958080291748047, "all_warm_times": [ - 0.008266925811767578, - 0.0060579776763916016, - 0.006117820739746094, - 0.005986928939819336, - 0.006147146224975586 + 0.008213996887207031, + 0.005958080291748047, + 0.006349086761474609, + 0.00671696662902832, + 0.006277799606323242 ], - "std_warm_times": 0.00087750095337007724, + "std_warm_times": 0.00079300212026941401, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_cython.pyx", "rank": 2, - "speedup": 1648.466210027478 + "speedup": 1658.5988395358142 + }, + { + "name": "rosen_der_theano_float32", + "cold_time": null, + "warm_time": 0.007508993148803711, + "all_warm_times": [ + 0.01084589958190918, + 0.007600069046020508, + 0.007880926132202148, + 0.007508993148803711, + 0.008330821990966797 + ], + "std_warm_times": 0.0012397477440040854, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", + "rank": 3, + "speedup": 1316.0306397840927 + }, + { + "name": "rosen_der_theano_float64", + "cold_time": null, + "warm_time": 0.008923053741455078, + "all_warm_times": [ + 0.013602018356323242, + 0.008923053741455078, + 0.008933067321777344, + 0.011083126068115234, + 0.010933160781860352 + ], + "std_warm_times": 0.0017264019443162179, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", + "rank": 4, + "speedup": 1107.4756853524289 }, { "name": "rosen_der_numpy", "cold_time": null, - "warm_time": 0.040998220443725586, + "warm_time": 0.041831016540527344, "all_warm_times": [ - 0.05074191093444824, - 0.041699886322021484, - 0.0411679744720459, - 0.041574954986572266, - 0.040998220443725586 + 0.05236983299255371, + 0.045176029205322266, + 0.041831016540527344, + 0.04239511489868164, + 0.045085906982421875 ], - "std_warm_times": 0.0037614305766231031, + "std_warm_times": 0.003754739091973696, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", - "rank": 3, - "speedup": 240.7238644095395 + "rank": 5, + "speedup": 236.23774593621047 }, { "name": "rosen_der_python", "cold_time": null, - "warm_time": 9.869250059127808, + "warm_time": 9.882065057754517, "all_warm_times": [ - 9.869250059127808 + 9.882065057754517 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", - "rank": 4, + "rank": 6, "speedup": 1.0 } ], diff --git a/images/arc_distance_logscale.png b/images/arc_distance_logscale.png index 31adcc1625ff2ac2f92d715515ae196383de3d2f..606352739640104dbc91f39d72c5669937b94bf7 100644 GIT binary patch literal 51360 zcmeFa2UL{XmMvTc3}9ANRE(gKO$1TE2o?%R&cQ&CEKxEBjG#vlP(V;J6iIRh6NpHr zKr$wBP$WtG=LT<|+uf&c-~RjcdtZucQ6w3Sr3T3X!q6PSgMcbAQ_`ms<$EXU6@N!&q@izXw*!+~LC55v59QogzNU?}Z z6v|c#^~6zyD*-)C4vu9*)6+l3$8&zxSDbaP+hf5gUK+vSe%>N-XGE;ruTe&)KXM;G zmti{=>~&^~sAbP;Nu>iz(ALrlj8>$DFJl!}G2!cSKF+vwsiKO?NA0dJzS_i|^R3vIRdX4IVmqHKFjLDrckXo6 z#QJk8$8npPnf)3cr`i2%Q%lgf+B6)ip5}uG!e|tDY>eol(~7IAsthxm?yTN*z@U7q z+pSy04Gro?j~+Fwj(oWD%wzM{)}}4FnzFL814BdJd3kyDsU|cY_0%N)_uGr z;GjI-pb#eM{k5|*>e;icDJBg{H0AhIb(xoAr&Lu{HwYL%#uJj?e*bQs^P^znNv*=P z7H8V7AV;~EFJBG}4l4W__(sola^O)-d=uU)*y0${*Ob+rJKpDY>((uNcJLJw-=iy> z^#KPhzjk#+z4*ph)w^JQHjO!A~y_`CAJJYH& z7?)S8Z+y2u*C#ZT4J(gx>((P$T3XSnN#R-!z5L(W+UiZFtL0@l_V1T3_Tl0BkwKxj z@+eEJLx7m_n=@}gq)l(VVN+(xdvC6Y7Uyv(no_J>e{+s?YyKRMje@0pmo>9&=&2?R z)h{kcSohW|>K6NWvzaucO7%9RDcjp;l9h!g<>KNx?J&}(cZ=|f?<2dKm#Rxbu+Yw91Rm*8M}+87Y^lcGBZC)t#N4YfZFUb4Hr0?(yaB z*4EY@>Zmx52UC=kyt`A%FO+<;DqLz{WF#%QCE?ul`V^yGulH1^7%3}8$(?L*8hN^X z$By`4XQsI^x+Q-6RnL##s*cku znilZoO`K1O#}>R+N&|P7pvMj?Mk^HUd2*%z(`MG5X~}LynJ_dYb7|^40A@F3o*YqoY@F&#F!RJ0$L}@9XQki2!vOm!J*L zTd-u$nVnu0c`h!+sS^{9A%^tmn{~zlO7U7I^r7M_78^-1U7GLmOLers7uov*L2 zzDBzF%K>W(i$wAjoQlyO8?gf1SMQQmadrtQ6XNFnVAy~mT}p4PBAkER*))tOE-tjWUBvI+n7?P_?{3;Uhln+&4oe&DpA0)(Tk8^eFjVG^cqBmnnF2DoQ3R zc_Vr?_0E|y$EQU*Ud-0kHmmk?dwT>XBrGDr2$4)+TxzG6-iOEAmM>pkoVriH7~Ks$X7T$kU*Yjf6q**es&PZ&;nsN&Ehb{77tS^mtW-jBx0rhD8}X;Y)|CiF z)}57MMq0jXSaGL3C6k>$PW<}m?duzHb>6~gL>#4Y65M``j;hq3QV!}Y6Pu2C_wH1R zSxa-Y)AZD&Vys%qs(3NI{*27b%=d+bg#$wkW_dhRzkRxQOPoC8a_1!Edx(A!^A~l> z#Gc32-l8gEOWnY4_y|j*N4l2ZzXYi)fW#tIaBpxz-0{DFsc%ZFVveEGu}S@vv|rXM;4TvD^acFsF{=9~Cw`XI_C_ehszs}( z#d&&qS`Bu{Vjq({X;}X3DsDqkqqaH6f!}W6qRGdEqY*MeN;WpBbZ3W=l9ra1#9XCw z4D#b-Gc-tA@Kse-vQaVURmegYlBR35T@;<2bC+!rdUpHvZKGl9;T~0L;^JNLVXZ86 z{$uM_taxTW)WyNiuQ)!^uZ%HHwrrQCP76xK?eQuKMJQ5nv#YJlv^HW`xX|eHn>+O{ zF5D8f>Uh>x;!iVe%G~E4I~{9{MX}Gn1Yw#}sYP(WovHZ!`$|N9#qcvMQcs2HrW>&+ z5Q@wCa*DGd7Y!)u>glbu6QySM=Z@c{KLF0c!^U3zQg8`NWW(O` zH`t15Yn7eGhw0t%d2tSX84)T@CUuD?P3n^?5MKuosc5Htc?W*}1R$s>eR?Rx@s~x` zNbL9B@vk&A3}CZ)h8B74T31(aaUZkMe5IF}=h#{1D1LYE z@i64f&T0L5IY(d3Gob+As-9{r>*$!R6r=L|>(`4^IouJyPCmtB1OIyqm;L+pty#a` zVE?N3fg7C)+?eNkVmx>(cn%iX$ELnw6xU)-L1bOCg@CWL7g6#NU0CCiXU-@Di8{p$ zv$M0SHfJhpFw7|dP%>5XU|@0yI%rwYH-+u8E-T*Em4ZQ6l#h_6lhr@eUE59a4APeO z!-vnY-_unl&ph69w63ns=WPp?@tyQdA7;PjG%c0h|yT6|g^Z(()85)PB zV6atZrDy2R_Of;3kFV)lbyag@Rk1QPUsEZM)44nv9C%5#;ohoEn_`el&Uy~MUM|*w z5wAJapB;kP=)|V=`A+glXJ_a8(o$Xv&P!MQf4DQn32xthtRdBetAd}Z9CWqlV&dV| zK$~Aw<}p!R8$Qa2O|sz@u*m9q)bpI3?u;8%hTdW8M8X^`PGOGJ&dUv@RehP_78BFn zC}^7f+?l2j6`YCHoF#_@ZY5%zt^NmbQOkU^KOH!#X>H`A;j9Dt=R$&Lq85l&8h2zGwuD&Pl z;X_p^e*wjzE_%wj*9&NWP(AfZ1EP>6n2qkz0T{WN9<8&Pny~x!_3OLh;^IV}J$ug1 zgpe#JH#fIVEZVWD@&4G4~!GQ=VGRzjU*@m6@Au zk^+B}KR@p6?@z;=6;~I%A`#5!8gr^`zm~49Zk^`%QVQkKCiz9O+}Iw9dCrr`&Xe|v zk!O!4>6IjAm2**A`^lavd3s1$#D4JXNMDm;oW{Z4x+ICBq9XgxcXlNkRBX>GWKI$F z^!NAo;Z_X>ppC+{?E7;@sv~80=<4emwd6XD0Sxe%1#{gwXxSDC{7T9df=jU?3~J*v z$*-B2nH6JJ@@Luf%Hb#UgmcH6T&5>EwR5ve14U@S7+fS&?DVm+{(9z1frq!BU$j<^ zJ;&k08URgq@84I#v=U6pzH1i=>*VIXB1PiM0B@zbnsc&zcs12N8%-o3(-_pmsM>#W zTc-dtOY#8Fg0O90K&ojIr;Ce=6ZWfTD2kQ3|JY^l#7o~rtm(iyrE%q zU(SfuBm!KmNIWVK)H-n_4v^a7%t)4xq&Md!K<%+Yv8m^`Z!Z%0@n$urW@d6tymmZ7 zZzNzk$zx$TMHedxjK$Th`x;f7GObAoH3YzN36tJc{``9G=;wRqJr0iz6!Y;Lf84`w zQm^po(km)UO#>#pJ;68;ob%sAgi#;RQ9qhqA}Ig3UA-Oy@VlBDnuYJ zlG_jXxp>L5_4b1u=MIneBoV~tft|JQsVZ3(_1gsCH5r>UI`_+FreSwFJ2<1o2NCx9NcdGkLSS zG1n<;B{Q?`=-AkX+}vDo#4rzx+j@M8|ASuA3oKLGFfMxA-96dS>GPY#U+Bu({CFU} zM%xyro0t&U7w1og;OzyNN0ZW#Dj6{rtdM;0GcyYf58r^ATEJxK>pjPgANNQ|*ppSORL#Hs=DEKZ9my(TYOUYN0PoVm}@aFbPap3EwpN>CE1j&<|1a^u|{a8+*YnE+)u4ydh zZvV|?tcEDz^LNXKyJJC|yW!@>f<3yYva+&gbCMyQa|b8q``wDsk7j;(xSE+GeB$lgJuaYT_cUVrLu5)nLv=Vd+)Kj)A50aZP;_<(3My~gwk=vVP>5D_O#TQYm#wYo$S$U;(<4o`LBJMa2t-`$>?c7#5g?6Q9L$>@ z&tqg_%F=DO(Zia}bo`YVQVd*u|G2C5LNXZAL87sVy2T_c*mpd?)ss3t++dc1=$`Yd z&3}WiRU})KZGUsLW>)IWZd+&9qL_{jgSUl+T!#*+liDdz!~wJ5WW+b0(wa;n7AX^c zDg%QTxU+oekeh=sU#K&`M$;IaN3>F`pQEE=OzJxKkM%hYX$Xm1sU-4|wTlf($b@_A z_>@qpHaWY1aYF*(I&fexPBWXC@VMVcGB8;8HyxY_lZaCHc^9Tp=G18Rfc_)HTQYpj zWS2}}vN0FpyXf@9&+|k60Rb^cPE7&ZaVr$c?r;RjZlEI@E0%PIMG1Z9efhL~5Tiz6&&08azRhXb~K8vLe>Dp+UBVo(#~ z)yi3eML>8!>|P&^YoH*?UtB0;qh4RI)H5h32>c&mL=3*ZdpI^!tF0I&$&745GHn&m z6{~7)72@$_tHt>yxBk_5d>LPmwi@{EX2`w#l67m>hGW@DdZHR+E84T<$(fxX?^Ftw5hh zN=nL!i{F%!mrp^NbIA0Zy~asbH~+Y;`JWdqoO!hV{FdYWj%T*rI6eu|Lg3!Jd9ES9 z#>O}gA8xGBCGQxWUX;+f2gP;>Xt=hHeU$vT>kF5!I!}gB`Wl64nf#ss!>Ng1Bye7* z&2gpup5eX1Yw!;9?ekU4(-EZiNMP^awWg@2V|Iopu14qPuQh#w8lP+S&hL^@I!NB- zdgzRt94cMUM-Lx<>X0+Pw^HYm&l3TY4f6A5rY`NwOV>Lf>mm`p$%g%7v8 zFL|9X)*obNXBP!F#6_R_R!N}*PzcF!%%4U^(KTz~z4Uo$Pf%8qiNWs>)F0DxQ3^)^ znOPuU6TM=XU{ydA0t^p}h$yBQDlXk3s)6CMDYFEoS-RoCDI^6XHl?#?|G*Lm1+-I1 z*$*B7u%|%+x#OaMKacf&)Uc6A^ zUzf`Z1Z7#q)K?OpHx-T20&vx700kK`{v$s>&d#p=4!^$nGOt>-9q|py#%Vk_Ph#MI zM3S%Vwx1bvn>UNN8~0&vkYIfN{P{JjSAXfS=vxoe;J07@KH%qbgnq-xF{p8uAF?f7 zzvsxpWt+}|^`_gaE?&GC&w3UE1q=~NQW>fhdmyM3U?H&FAS!Aroq?tdTXJ(y2jRB3 zNaTY0P@iQRj~su%uzEMmFD_+R{*%+ghYtyR29i%P%~TVF*xST-gu>b$OYlDSUmr?X z{rG&6R1SJ2et?WYB(eZ983D8tLaF4Jeu-ZgAo6ZuVKrQESA^*GGs%_4{OEVxl@pU*_o{TWO|syb4IngxVHCf*FG} z!3-GE*r)-fqO)jMP&K$BI?63tE~e?xvyZe&KcCqOSh)24Lr!PzJGUvw4#fL~`&YsWN_lOEEK0;=TX7&|Xup()UC)V+4 z#Y6uTz$Q|0NG zzZg5?T1DZ#Kng>x*O#LNqxv1R44?Y(z$Fq&61k{i7R!FUQ=X!ut@CK#B{Mga9!7Ff zDvW`YLI5WKjL9o5DiGR)c4k3v&BII|Z1V2>tMf=bS7MO6EAYxO{G=8DF!}NqasLYo zmu|SotVONFCf?QA6&a`A8|cti@wLb+Hg%|{P9DW_runC9fM}-tj4>#bQ2=_{^f#MW zf52jgVio>CbnG1`ptx*^ILGeY@7n6-k;i;`ZKaB<7Ydj6Wo3Le4u~Q=YRRV%p@4(0 zBMJ>+6?QZ`^rsm5`uOZbrr^=a{%CsT5x9pW{W4Aw5lvJTWE-#%V#THRnrSf63_VdJ zU$AvSDIs9m7>N=k3RR=hc#jlU%-QGH*f>N)CU+_u(hz4e+XEe9QlFIQH97R>5d4bD z%;f&!Wy?|-YZDU_lO0A(y*cCy_Q|o?$Oin)3(!~A*wh4OI@e$A5D76tOmn$g1=eof z9ETvWn}rV3N?0Z6XH^YJjYHjxyE?n4>n0Y!{=lL&-Z}01x zv=f?|vqwMx`kTbXDZ31Mv+c>2JsIl-^lD$?MD(_A-PfM=_S7Y95H!_z*q&LVc9DFu z`Jo;8b4@QmTTsA;eE*0eM8sjZ16ZdPo6?XTzLo74N}RiN{iCf2{ddmS$_g2C^yu+~ zs+cbY8=aapjYXu?+joGWmU-pM=cx4$rfkz zn$V8w^PBt{~J)%K?0C!V1o{*HmtoUm?K zxL`pS6bpfdpFe*hcJTVk9%V2q;wswmm`Q8F*@Uf=K}hu~DOq)

      6&}g@qD`vy}+X z-0~uGD5G4!frGuJX5QZZ-#X-UZlz_VZKyFib(?|WwnAr4+H;_=w{PCO10hCY8}vg$ zBmuUb!l*!G%i`Wv_{X;6gDAkdGui{IkeN)vKS6+`It=$_glwNi+j{T%Ue9 zgh<4QrR%cFJQp!CdMYIPnWduI>mv0CAjqoKt4+lHp}BOU(!_fMuXE0)G)jZt#)Gn_ zZ56b;vdUA)E1+kS?$hG)R+}gji|4FuWn1zZN$S``vrdPJAB7|mNO~epTTP5!&Y2u; zuy4J(kd3Mly2cQ3qd=A;adl(AD(L7u1Kk>f z>qlY~)S$J|tw%>kBS9%kN=ZQr&snp1Gw-@}>qw?Ub#Ssd2oWO+i_dTXkyU;B5~NIv_6AAvaN4 ziGU2`WetLr!1bu8sJr*>RUt~7Qbhn`y>3O^I-GNuRdc}O^ z`TQxrDKcH`HKowtfx@DKNzx+qb`(E!!x4 zXBp=0wCVZy9Q@Ov%uS8Q&TN~h3n{Mh7v`@GP?MIvkB!f&DgIDHL*pxeddI%IJO>Ua zVCmgjzJ*t5oa`$kjjo2Yc+@Tq_h_$s3ycM5D372=T(;tPn@EZu=&nD0{J8tzf$ePN zCh1CQnq9jjTKXoGR5MiX^M;*j?rSzwiT@ z?0vFhAtp@umO{{;^0^Qf5qhp(`{b3&MvZsN3Sw;z)hxlIH}+!Clm9+u3AgNyn2lMP zmv+2CT#UGJV?N8x=OCK89!hL}7#|-`_@Sj61v={VgXl&v=)~)2MJ1VVEK6z^%>p@4}@ZxbKt+bd)c(72Ln% zbp<<_4~pdNlZ|s09)i`N;65uC7-0mq_oi3asfZ7?fOy8Kd|KHm;D8@N^aph}ls|8| z0Wu{-6&{A#>Ad!i;{1{L5omi6ka|)KEhVQfu)vZ6RVg7iR!(vfKf;JbDMF9F0zQ(?|u2q zelGFy^jyQj5(Owio)|gYzBi?|$5{*XIE*XSZ68=fz|}J@Tjm2}kLc9s1)2@eq&!jR z!S~qN+ed>vh2+USAnfJkMTf%(6|q`iU?4R9XpnqyP$vCTvCfF|1_jBbU+%S0@)C%R z@>uyzQ)K}ML*VieA8B@o$9!PziTFcn#`@A)f0aS#BZ!+J)SbI`?i5F;&(>=Yi+349 z31Wyz;{<69qLO{fmMtWI!TJ*I>E$&9&kUxs*Uzc#>(`D?x3<*4`lNvR3nn;qD4T?{ zseutG*oY%C0vpS|D=Ok^e}6nUNJErmYOu@&UirKjnjD9ys1_JBFE;S1Z!8?a*z@FV z!2n~UR)H#?jGQYNKbDD9IPE)Krd z==6AbdHH#5ZP}{j@M#d8MC8|3FVtA&NP`e&4upk=8)AIks_h_>HbQw7_=;*sS=cR7 zM34uC4sX(-l0Xsl$?*|iHj$~(FEAh}qZq@E;6|pU<@)exlc5)ZzPitUy1#|vKP~Ax z33+JPnEt}i$%&rhVEY>+`%GfYNF|BFW$?{vncavfgy{s1!5SGG?7TqNM(vD(4XSM@ z(mQdt5sI|g@uw7-7MPRZ0!&GE`QjmH1)B}go(SxMGlHOX5O^?@S*s=KdC>W%Ko=X< zCr1%F7L{%!aDuSiK&aN0PYf{o4QH0k@FJElTW&JO5P60|^-4cch{F65)&urr1+n{~ zY?sUwX8i$qvsORIDI5k1c|_4{Ju&(4GZn-Lhcc8n023#@m9=C6Y)>mxp&p1}Wacy| z3ltd`Ob#5j>uWqnm4oMxkpFP1k?lkB?>MRmZ^%tCsR(VbΝ#5j6tjqk&~3F(&}# z5+9Rc7D5b)(5?VMPSgm{T$BJ%*fpINpt3B7B{3Kl1tZ|h+Fl~o5Qr7%GG&KZZ7_5| zWk{TrC_1#Tk3GTi209KrXE95PN9nb$CX#M}fr4XeUy;NauhALgr7IdA#lX8`W13@X^D z1Q=k|6T$qVcbDIL6_xCD%(tYc!t-Npt5`>HA5>3-R^7$%Y(-EVF(+`#)?g;D zG&vJ(5$l&IF-i@`QJcMT@80|5jD@9T(nhQK3=H0pd=Agu;6SJz#5S)NF&+K>N#GMb zcDV91pXw{FPQ$0z#_+199*!_7Dk-63NfSFAF1?b{V-N<78GomCOVs3*2K4L&TnoiJOyo?=?doe)*>`t@;m)$3jk?A0`&Gp&ismBlB|ei{IxM=dk}hlJIn=%tG$Ste z2M`}Jlo34_iNGElTJJD{D*3;Fa?+&;gn}%Ym@0n`fB?a_2L1u7Pp=qg9I9@b>E=gK zTP2|u=vlyk9mXju1q_

      JwXzlgV6rV%$HMurr@0*#8@;Hbb#%lou) z=VC&y(i)&O3)OYbz}PI}h=mAyXgPCe`P8y9YWeq@_BCzRYw{A&R~SDvT#X6{%pMLP zW*<`XqV#9*xzuFU6P=6>P*K;45b@pG+S<$l0!;^R=H=yWrKMHvu!iwuXwv1GuW!tc zA3x~Fs7REe`sLa8KlXo;?osLwQPq~n=VIPuhwf(q(mtxPJ0feQKMfZsla=HTMva)? zc7yrQp~7o733G*|-(ih08#+#XNT*t?*t2MEk^?I>G=LV>PA`L)Qq&g=!qA>7prP7( zgc9)WvAXKG-DDiYPAl3)ymc4_q8-z3zh%D|`eB)drsO$MG%6q2;{vP+pNE}CC~UW+ z9|L^5Y|kXb6sjU2kiS?Mn=)@z68K?yJkj*q8B(}F*-Uk&7mPu($8Hyzty>AbCy;Lj z*qGOLgB+l6#93ZWjtS;+7#pMw4SQW|=D`#_-Erg$BE$3>Y3jU(?dM~?G$7_EWUxKz z2;Z9YCm0oY2}AtmM?)_NSHcer+h~dPEa6^~gsNPQU;{$--7UJ@^U$S`+qaien>k;j zoFF`N;Dx7U7z%U93`9IeOaN~zb>YHim!h9|mtqo8TjC?$uv=ga8~rXW-9Iv?yIDy~ zEIK*Lz(ODLE<7NNC?K;iKgWIJ#}}KM(eP+WAi}sZco&8c(gv-v@wJA8ltM^h6o&Rw zg4VAj49m7{+y1m>K#^DEz}Xw*%YhA_Wpwe*TOm^@AK71Mx-Zf2cw* z1H;#AV{1fxxzqH=Jxb~jh4k~P7l)pUVXKllS#HGs40b)UH_AK62avaq5yXAi3ejV?Y3+n1_Wi-8{Jm_eyvzZyuvEoI&s! z?dWF^6KvoEFLYiAeDjcx+)K81&Bu%(|Loz{Y5l39f(ui{q`id9sU-iH8+HMQjWLKq zW1#v&>gh`8+x)|i{&_3)F(?dc*kVT}CaQ}a#yRJDuL+W!&tuXQ1zx)w{vOvL#M4OJ zCNWt+=M$3vXwY1b`?~Q?RVUZ!-sH>-Oba!=2#e39G^dEAYkIsd5g&VTFU(sye8q(BgD|>m#sr~1vAV&21J5`owHhImFQ!5@wDV&O6ik0emD5KMc zS0HD`3gZlsMq|(NF1PY7EiBU)B zmZ!AldxMm}A(Oj&84TuY>MjAfDqH zsu36Wf`B_OBvfrf$(imYful1iDLD2KkJr=R~YVm)!Kg!o10I*~Pt}wANO0ssyUR*mO^9&oiMtrL3{( z`=~}l2GS-1duxT$l4S)?7TFC=Ufcu^vR|XaOy4x@9!b}V_u!66ctA3P*X%Ig9_r0F zwMl8d{0%%k$?dgA7H=@-m#s<%!XhHdNcW_i9D_@)Y{wAP=q-yqR1~ExD?B!0$#!MU z_hgL{KY4uo@av8mL!Ni4?DPjmoDuPA`z(2VB=9R?abxUy0S2QjDoZA#5{m8t!#le?E; zD98yrgujNEP{q`LW^oRr=<(sYc$?P=iwF{s5(0nT)sdQyjSqla&_ibScekoL{NpR( zLy(HDSZ?*hO0Fbb=s4Zx=X-bgV-Pbq=jfu9<35uz$K%&&DQ)dwa8|Gq`jbvhEMuCC zwckKqiCS_unoyf)P|Xg^v}Z2X-O{`T zNFzxa0RDD|7kmF{X<4%@Kfl2^xpvdyFvRE<{I}GfiIjw8{@=*)Qh%2k{wi`JgWwFN z8#m&AKH_?}{h#&4C$J5TNYhIc5d z6_EBxql)Dsz%BV*O7mO%$B!S$=}^-+o{8PNQ0H$yTmFKMqImz=ejyQZyvJUb+$%T8 z$$At@$&0^n@t_JSDdbEQm_~?pNmOE_G;o#+uRCCi>?Fn>kpHAhEL4)7csB(k7P)xS zDWoS8H28k_r5dCB&Cfk#@tVg)lgx?Ja5SN0I&6av&}_OgvTa&MzOUF*Yg`}wJk z6V`(*j9FD}H^9rQR#sL=(#DOL7l)zXUYmu(=xe8&z z{%focw}A&nWfV<4-Ecz5!2Q%@-MT)ueUZueL+MOS7_ESvQZ#y_&C=UzQ1h`*B_R@& zz}%Br-2<})s;KG{?bI-kRXsxeL@5Hyc_VM=)3GwMA7Nf^cW-IrCT3PvSyNL}pH>){ zKDUkm$P#!kHvNjc#p!e5UsgF!FXHeQV6|>qG%_69vluAjcCCrJ5QI8~M(uz#&R-Jl z=-2s~vAMS@J-vvoyd>KRW4LHSs)ne(VN7bl?~9K#NH49)z0a!YW~eH=CpkN+Rq6cs zd+@H3m4Q}?svh!C`Y>6dSxq`afa=Dkl)YQu*!*(dxr$8*ImLRXcgnF}$ssMUm%ce? zitLM8;SUCCmo!)cSPtNeVoERVvV{v=2Un~j^_?Ied0kf&kVJ%yDzu)kC(;#l> z*JA#OS5Q_Ng?YTi;XkN^M*(So9ES&~L&SAEo0316c+%xS3JlUa2%9eeUva_Y&q+Ra ztMb&3wl=k@o4`?|hfJr~x3BHo;!nr!@c#w<=JD$XgMTTE|08t$lUx1|*sm*FtgP2t zEp{SXZ?W2Ic#?2y4U4pUi+IDmxFOBeR7gyr{L35{Ky>;6ZfA>cW3{$-J1+f3LJNcTWLjWsBn@J=k|{fZqV!BBt_L*MINu@$G+;{ zyLXCh9-XZW0l*fLah1;t&OQ_r|TW~~#$ThWV+kAhGF||#py>1sXv#=oeN>N7jwd)~9gq@>& zYbe>MHZdD8Js`aNpNSeFW@%PqoTore5A@fddN4B{H~Pwl)(4)%f&9*u5!h35w)Js5B_ zuL4YPmGJXE-Ar5^yZCL)qhl@78p$1?y@-Q1ZBZ}F-u-V8R z-{52@QehK2?S?%kt-r?Fkro?Ax@qlV_I65+yBoKO7nCs!;qo2Ug>T@WR2%I9pgx#fKbN7w zL58OP32Tg5Sw9Ro^cNie}gsW?q^ms(CdAd&i!_(Cwz1~W(#YXalm8xGa*ZxR$-|iWq zYy0d-Jyl!jK3nLZ)O)Lv07fc;B@#`>a31S)pNS)@a70)b=<54qed9nK8~cnU6C0&+ z)#-Z1c(1py$jc>$i^ILR4p#p#h9?E|kmY>ZI-hki}eCcWuLiIFw*)G8t z!9M{fkf$N&?4LZ#f1pW&1CRa2ewX@LCg0ibK3xU;ct35i22X#O_AAdGSdytfcKVk^ zZL7U^tD}_TE?n|3lJ>l%1_}8E!H7s9*;lDrku#Qkf%8(1!0g-Aqx97pbhZ{;|HYc~ z5}j42a*}l3?=n(;dtPm&<+J^tv=)o)Q_G(FxJSQ|=Vd|BM&y*GYt_pgRUIvQD@zHH zjw)?s9<@pfXb^vw_sRnWy!EF4naTb+i}Wwb`c%ARPbl;2LXUF(*8o3c zA!WY1CNl8<28+^i9yS0SA&Ta8)q@l}nwTw=%(d04xmIpfa-sp_dW3H&<#FqYB`s;D zKG1$sB>a(#7FX$CF9_;D%c`rh3$rxH>fYEq0@|E72x^arDLRCxwh84Ez8W%bL+|l8 zrw<<>jM>NpH@kH!eLRxT`r=W~M_$!~rm{Tgr~dQ;?2Xx!blsih_-}k=Cdqv_w-H z_c!U1-}c>R36~~L=9umfTnL9otx+|_U40LobzrGa3Bym-FIh=^{!Tsm?VFB-y&6Trq zXfAz~HY*I9S|E;pRQza2WhWp240t)(AxPhX`gjke>CCMa70)qn!ez)RheFGVRbDt^ zM(A5To&`M76J_~kfmm1?;K3y3Y+@znpZf8f*y-`8|LHilC1V1Vz7d0OMJ z^+^oBMbX&AgeQg%*CG8$2DMU!WBZ}n9cwgyj$_`rAfh(fPc%+L1dc|xGWC2YQ0+Mf zBeJ)J>F5pK12zbNV_z4}fX@Y@!lZcxebTI5v)mo<^N};O$7-&)bm4d&(mFt#;b4`z z(U@^qeVLO*<*Y!gTABj%b>bq_r(2N3pv3$zeW!{N(-qbbOgwIl^hQ98B*}%Gf0)-SgXy#&AO6 ze#Q{3`c8&)X%aUikxEt4t>2)1ikwDb;@CrRxa+la=7XbXguGNG?PDC!jpahlckQc9 z5JIbh41N>k0*w&5@N9nGT?BVTC$c-t|M9q2l7`7A0F+gdo@^+8YB$oCX47JIgSa}p zrpv2&4#P(*x;VGRwL7yTrRIV5!fc12MYWn0S>xR}hiiT^SFjtsjcc&K7}U%Pxm|UVpV z94=1w9Ie<|S0_@-##&hZ$TEhwKrD5nq2w&ZLw8a2YxOgbW7xM>!ze zgT|JMRnMrv0j{K92Q|*bH>-^mp#4=3xa5**RJbFgxxYC}1CRY2q2c!J+oWNsYxW=w z+$0s~oHEB@N8J&TF*5M0leues8qLtxn5O8$KmLOB3gJKo>bU?oG~QwOxgU|}$N@ME z;b3tQNoDcz`h6yw77y#fO}ziIGW%q+)gL&RRikR>Rh)rNj-#2zaR#x>vLT(Af>Jaa zvxDSE=eihz#WW5givrcvO;lYWdix+e?O7NEDj~iy`dpGBmS!}kbVJc|y{fvOcEbbG zY0`R}(oABW&SATmcD5BOR;b|cL;OP#zv0+EVqqd3OK7q@a^bjH`;#CuPM+tkuEZch z&Q&I2G3lHHcSl5O(i?_@ka>lVdTbcLKN*1vR3^(|j#$hZv5DYIApa`H8^)!S5mhDq zW4LS5MK^Rz0H>2ev?nVVi_IkJ;|>_VaBx^9q};}v9X_arBDl+K@h`Yw2a#hA#zF<> zgvsgpIFpW~gYIBY^`pk4n{oagIR*;lv+LE~WZRte$Cv~KHSkOVGrW{$Or~9aFptpN zTEh#%+h}Ro(i)M{f;DEp(})NQOCu1Ihzf@ud;kV8pr=BEBWDwl18YgCDJ_HTDB?N~ zIbG6q6b(Ww?CcUaAC1T&CXO?g&}OnL-;T(!7-$$5cH1^zBw>jdvX~AYd{Ef1V^0#2}GY`R-4c(cb9>CqP+%P;_#KQb-3XSy)NPdws z2aML$)iX1D(b_Zgy@y);h2&oE_Ze%6(V=VYY&)_#@wcWWy(?AJz#IrM;>0N~2O5)` zc>QVe$Wf%96f!AuO`sfm~+eZX-{tCt2mr_+QHSkEO8Z9I|d4c+OXD zOxrKW2myx|QDNz=xFjZes6I8U)l6-?mW3TmzMPNHQ5KId3Wym6)Wm}QE1gAtF$N*AGA7pR_A{SLBVmvYQr3#X+z1g zxqlJAK<34#?z)>@oRgW+qYtni_vTCMJ5H&sX&#YR;i<99d`;bm#G5x)N_@C-FWT8` z2!V!LNF;k1Bd$1`U6M(tSII8)*>|D8T-#(7P zVP$~BEJqtJyM!(4M!9;-4jf4z$^$6%Ef4m?R$V7jFNKeH9{Iby2-eUCh^&x)+!f>h z_JV|fbD~VgFsjh~M(KIThYm;?bI9z$U!+L1#S9yDVbFkwuJJ=ihy@tSi@wS-S6HI# zEUJ-j6)zzX1TkGpm1B+dMOKR15;ND#H`UeE_UEj#tyWE_oEX@4kcB-`a+l&gKwL-d_E{!bRGZQN`Gclzt{;|)VpP-u&Eh}!o+P|#6tj}=KJwPBo3 z@gZaJ!TWbFy27-ZSeipp7e>z6hVuP5cqA20`Es|$n9DhvzIj&{Xw)MIyAVA?!@MyE zTr=bNd&D_L0*%y~s54^G9*MAC=2u;9QC&-E9CRXI%u2?LgHhsC)9j(};K-yK-t5f- zwc{A8@BKAm>d#^t5FBh|N_y$D6y@}FoCY9}DciLOz3}CNtjfD}Y;7`n@Ep3*yx!rM zG5CBCE=iKpA}m)+ReTSeH3YQdwVy4H^2B0wC6mV`1Y|M&0{+{C6jn@PFi8n&V8-Xo zGAq^)Xg<-4)O%LyaYKJ$P`?x34v(&kcX*LzE}UlSA~L}v*I_qGY9*J-8??2v(<2B| z=tPPll}=1b4Ve%IwA^}8bu7K(9Hp4JiU=b^`5%#0Q3Vx~%ijJ7qFIRCH%Nbew$CUk z5qh4CX)n2iQZUt})J%ZhG?xxWzM6PoyJk(+pBqk{EI3-ke_rpbWCpxKJm`WntUjMG z(E$iWcpFd>$Xndf{`A+@ZqBFf{QHd0n`io|t*;KIU`A7r z?Bzmp@)~(*&gw0x=fohCTJe~7z>0j)vhu^l*#>Sda#kDaPkEy}5bDPVzI&f>*)3I% z5+Xhht2Yyc78Jk>ArQRtLYMYu3*{4BA0?NIyHU}gHlmYNfy;i zuQv)*;y{0zhpzGDlOaR&EXANUKCRugyxlX;YO1AT>DYpxK`Gm7xvyg#R{)(J7j8U; zM9QM5^Um+~;u2-4GF?-GKDx7AnLbumcfJs*wE{b~K^d!|;W3EUPz$&XV9qI(d3!D- zblH;S7?s5bse;IMrn9ppeWBvY?VFVzKVfGpm8K9cc_p^uZp}MA+fcETD$}RH)~=vv zWvYn9sb-Tf_O5#VZXaQsJ8PwQymq1M$urc2xyjoOc-OTvO{QhpGHw@)A{tgP*b)|l z%dYNs><9;A#B)MADfGk>sD6acvwdS>l* zWyJcCktM@pchr|U_+^@j6G5j(kxS4xXFjlLIPXj0goBOtJ3BSA91#>#2@Ank zeEP&4OAni2VHS$#79JmCsg8LQ1rSB6v#PgG8!AQHHk0p(LX=2vZ`pe}@S(ls(WjVN zs1CfQN-4h^D;{Vyg;pr?{D8`X9r>Evnf15N@XJK=s5r|oVJsHd@_@zTgyMfC)p;S= z#fPI+Mdkcw-GBj`dQuCE_FeL`P}rn3<*?y>_{+_md90F>+FJZn@c1`MYo?Kv&@RHi zp|NdWxxqVDJP!F-&MXu&2mTzz)=#SE9wSG@1+~Tnz)3_0S=)eKly=iZ_JLr92V3=$;(Ryc3} zC4$a{XJRvZ_O~PmF^s!EJaCPu4kRIyC+$!&2(dxjKv+hT+u8#^$~a^c`E7fjl6=ao zrtGdyxO{nuByMq!~f8yH4>mz%$Ztyd`&$?H_jPS1b7 zR=FdY9Kjgd@0T|6b36k<}}rUwSfydj0ec8w{VSPO~>1zuDmq~w~^ma;rHez-Vp zMtSfP11!ze3JaCpj{Hw;j2yp**C|bdm}G*C(7;!`^~KUC0cnN$t`(FiRl+e9oJ_bg zQbduFMecz=s)Mvsd|pDYSZgwAD^fSKP`P;0@hV-+=KOZrc-AN{dTwjTKPFVn2@S^| zRe)$|J;Crn{-XsH^set4@X$u|FTT(Pw{0%Fy;JK%cI7IXzHLy9i_1X-$s3K&{Ts4R z!U==w9)hShSN>o4h|%QIliXX)b%wZVSi{SX=HY13g<1pG84t%vJZ|&nX>~U^&E-Db z{6*v3+!qakV`7o9;Abkpx~3nEcjhMIB5O_4YkcL(m6KE)PnZvx;DPWqh_!#M#guz~ zbT7s<5|a)Qmi)M8D(uK&8tl_4RgIxgoy^U(3Ayjp+0u@EOCzM=CtYs!b&eM=y_j|= z(Bn`atv&;LZS(d0bdsU}ovp`z-uzYk=E_gIPTjYPShnB##0B^Bi{qw@JK=SG`mW1` zlS?$+ULCd4jWAgmcX(0WtdHjXWD{;_JoIr(OYd7-X59&RA252qZ+hqYUyd|XguF9V zwxlG~w4cOPOWkqNoH=`WJfkO0e6l7zpj16CAP~^Y5PRII90F$moY9C};E+8#8X6i- z24A*rUDvTdFE=;6mcGArZN>45rg{UIsTH}c;XQ5jar*cOG+vHD`qFS{Oxb)KV978; zJuf$RLy&$YVK3wAxI`#kd<9{~kU%$@)jj;~)TxsvAE&blr#2YkSX{4R8uetOlT$cW zB&r<&w0iQ58y^l#L~$_)GbbADY~&V^>OJp7zHIW#mQ_LH9vOfX*ES~dgdJCf?W_p3 z3)0WHjcP5U!ZRGmGhaO~DP0`~ZZZpN^v~D&ZE1FNY2JzB)O=#7=xHcLFPuMbE(}C8Rjd&(pdzWkoK8{fTntVA|RW)z=3fd3z78DUKWG$KifQx}b}GJ3xWnn0umi%)0vH%DUlwP15h29D&P zJbvKd!DWn%33b{{)7FGr>2BTiK5~Q?P4Nw#2iFGKn)C`+P&p=$Nkzh^D6adg`I~#S z+x7T09Qw!hGXt&{&8h14+<`xWAC||R{USkGv&Mz_yC^T$u8nkcb(MW0mY(0ml_<9o z{izuOI@?@~CQp8FbsVAp;nhnM`qVK8xEK@j@as|6>W5%InnyQG4%dx|Guq1aATfoN z)H?6&(|DCaZk3S#a4>&o40*PJxn$-l)i8yZ@dPE=WOPAs)9oW#1jR z+6YV8G$^GsTU0D-Q_F>Qf^v%yT(Q&IVN;`;cd50iN`Dy90BExKaFPB}9iM&%I-*O> zeDXxe6)vrfsBO7AX!Wr4?yW9G`&06j${LEt$38Br!iZrN4Q<}6>!AA+@uw^xAUG7{ z=bt49izA||yL$nRe&p;r?w>)%wCE8fN?$NEh#;@C?p`VXfhP^xU}^lUdxyx40C*c& zSzu8;R5gJ86Tt4gOT}3+$d(dT?6MFHJ}7^?i2`czujldye{Rf%Ac1tH$z8I9b#tCF zwi0_eh5;jDOqTLtFCrvfeD^o^jN^-U_21CD@iXJFdFcWs{$s91U;oN@y8EV0ORTJd zy|VmSG$D{3%vs`+u110WO8?4m7yNuKu{co-Qy1&pr|78ZyF7K3o15E>;e)l~c9%WX ze~^`#Sv_!LC%o^-Jz0SKuDG}>Jq0t$i!E8-sA_1nD; z?@T-tI&A8wXFdIt%(>V*>Qj9bEQh=QDRz>dj4~IXPAo97`w$i`HR}Swu^5iYOTb6# z0igij@O(}MTM*E+LN^)&Rdj)?+0WCkI_D2hZJ6J^HA)1HKoZ^`MBm3z8v!hLRDKa(I_V3!bZ_{(H}%k)0yxF2E+C&n-iepNa^;>F1>&)C`U-2HIT z|D4>jNUgJq0zMzaU1YTw;ABkqxe0!YWLm7>MWl5-DM_Y3A_uLmsS%G}=ACqe3vEJd z!_?Z7GBV70oEHEJ1?zD~c@&1-VSr<^uW{O_?GM8ER5RzG;pL>rbdws25FE%z5T?Gt9}S z*x#mbKx04f5-Et`d9$jb^veewu=poa{8`p2y#cDFL8E*Ffn89oIoaIYoCY$ttz})W zaP9crX*&E^HeLvxh9u!fZExCQ`s=#oD^u1?5ReH9c~y2r_nUX$v?Yf*eK~I2B7u%M z`wWS29;SX}otM8y%1cTXM2hzczSUf5(5>U{hX&o$?$qXQTX8af z%AkZ>nYCOiZl5T`t=ikN|9h!aqHq&S|8YmoW{{7*m{eRzV@sANl!jXSyE9*x6Kl*{q a!#CaSNI&QvJV!p6<-EmnbT zF^~=tBxl}OV0Be@S9Mpv?tbt4X7E)&^=HzU`<7xMvQTC2TMMKA``!Qg8mvyaShmBz zSl@Y~J6)+;Kl$9lhYwfBe6)XCSXgAjZ(J54mTw%mN%QhCA1-Aj2ZwQ!34db~ZZ9dAHWvxYi zd^Yq-HH9@43WwzEqZNqeIGI_ySFb6@Uf8}r?A^UBR$N8LmnkG@YDgdcb-k_RDXk(> z`cT$33dLf<+$%opT}gBG9c~yKXy@YKIK5`gn)IxL-UV*+7I^#lMS30?e_s}kTVwpQ zU_OQNcK^x~$@;}|p{MTu`16#wt!762~X!%H~ z{$IZy)=uWn{CNNAQ)R}b?+W=Y&i0otM_IOhq&MYe^P4qXG;l5_hc?!j5;hL(%RdbpcJQSSeIg`G!>uT zTlrx7i3|JzKEA%})F+4SUl`TI^K`mSsBD<>zTg@WrAH6%9RR{Qcn+>HysYh+r+E> znLLf`-aIwChD+{F&dya~)OGh61*B?gYkgg^ZM)0gKipZBaY=Vk~uts*2|6 zVFA4h7rg0Bf%pJ>a{8{esxFv6zmlfBr@JAu!fZzBsc>g}cFzv1Zj1D@tD!4!R7<+X z+JkE*#|AcR-W(Mf?4lYUAFrBfeS7;RO85NOBiCXWgG^}#BF*SgxFYFql|0fp9q)--DF_lrN(IG=gnWRz~}Mf zi+r}SGP?WyQ!af!m1^GHM1Sn=?p~K>YHV1aX%(4e(-ko|Xf1Z~WR!I9k&h)M)zecG z8yFdBzrGi$-FMAxb*o{%d+(ltzJ7#$@sn`&vrjs{y0fHhGp#%bkidd1T7 zAC@kJsdL?%5;#>({Tkbo1s_2_vd2HgbPHP21<*9v>{rv}#W||8_Z+LQ~7>*NvY18JBH&sp@tO^r`%UFad%?_?){{ndmf zzdxNlqTAQ(;Hk{R0C$-CMS7IdyIEs(8oT{0+>^W*OPpjO`^)lZ9-jC+%r9rgbU%&agk)=R9tm z?QCUf$(c_A+S}WYkAC-5jFw{y80e~wqpjI_iUWJTz=j(v7HE#bbF&qQOi<5!(a_Mqop9~y)t@Ev8HKH*I2B{UW+vN3 z1!B93_T*QRx5%F!N}zv!eyu7Ad%v^QPpi7KBC?w|IaW6GW*9B`9pdi*i4YXq?xtKd zJgT0x=?H%x-o6e0Vudv|tgs#J)6vLtI)`xNn~;!D{3|MogIXRW;%HKL=c>E&#BgUr zrWL&*GdUzA#5*`Rfk!RvbkcAEGr|$IFr<*lO95i!r$!q)MA3EG!PeXi< zk$HXpKvGr?)f6a`WrUfSB_In?FzE$e%HunR4LP#Ws|B` zv~k16jjC5;OP(I0VF4{|Y^vVfXRL}-6EJPakUetbh*4R{jn>JKB*eS~$2bq|{r(bs z*Shq3v=F!^r>5fg%l4e_waN{W4L!B{&p(e^wU<==tWDmqY16JpAHr_kT3Q?^B#*e2 z>@efiG~hBdZus`jh8X!s4~LPSxa^)RNi#DuB*sgZE`2O6&i%T%y)@X5l}9Tt=gSfH zM^ryvjTeS{xVcldEkS6%OF@MHqL^aRH`rOhFU`o!!SNZXx3#m=a75iv$Ia8zQ}3`N zvVvY!!f6Es?~U9l&wl*4fDcke?{vpws~jKdLe}5Sbi_$T#Bn&qp*O@|VwY54#@C^Z znU<}08i&h|tm!>9fBt;y{vRLKj^z7Kw0C#Mt=PmHm6-UM{f)3y+ZjX2>Vhi^_$*qE z>gns#yAtxNH)%ONN3K7O^{fE;SpUZ#GBJ*MR_#)8DoMvRvaHLHRpN{et~_x-{}YF- zhFDFGQ5C1iXv?+mtO#8Cv{#Hmv|P*po*TKN%Ppx*M}=_6KyRib*rBWMD`)%J0paV5Q;&S5(KT#SLeWjXK>sGcAn>o1BxU z6u@uFO2v`qk-hKY;v(!anQ_+f*s&|aKWlZ@ecHei%H5s&APjd%OH53Bv%MPo7w^7d z{rZa&!`=K--OllBt>3?gPW0w$ksJf8VEy&gBGbk!#qyb+F(f%N!Ph?l5WK?NnH}D< zYu6{~x?5UWN+?K|Id0_H#dAM|?atvVe^4mxr`)hXf8tX-VC_t;(X2?wpEfcqEh?(u zO30C;|5De`AV6knyeom9@zxAt(-RTLG)|@1s4EMWs4^i{dVjc3j&tMV?{Bz4PE1Vf zTybTl?F<){UYi_w_1d*mtg7UDo4DqZwb;l$2;ZqLQx3FY1e4u7JjHEJqN1WyIU^(b zect9%$YXk&Z+bm?Bw0Cwy=rVb^wY^=f?!bWq1R2UzsjYu7rBrq%KBV^Y*RNlV z>eJ%Ln%OO`!j|JHntxZne9HD`vOy^wfMd@k(_Dukxu?Q5gVPhen;4bY+1SqUPv$F? zO{)MEvbl&-D1C(ow&b_}63Q_B6d)kY;?#Eq=RHzc%USUe`&mnCD#cB-fTZw6D>icM z-7DjHxc?T`B-LTaXl!h(^UdvbmUedOpF$pnjgDSk#mIjK+26PChiYeMClK4y)l9-+ z2x|m7jw1+qKX~vA$<44NP{^Up-@v2DjYCi-fRqtB}msGcm<|{w$N3kr4$Ju^(uYkdS!s>9i!3DhmMW4Y&h*wR^{o<2Q9W z05VncU2+NN!HpvFapLFo>E_BfC6)0Shn@;qozik1^1&{B#^O3D3-G8Uy_CD>(D2kq zGfgesOxSrm1rU#h7+F+NAz$dpqHJmT0-q-Wc~~v)P z`w)Blvc3J5vjP06bl@EG$Hn@(D1Y91_&8e$HNRBJ9sY7wP-yyQy6=}z! z?gtpSG}35SzYQ@VK!-ozej$r%&X<9T^74Cl0wq9K`*5l*E?l^9GnS9P>GJng0eLi~ zxcz{*vv_6Rym_arty3QQ`s%OTvj5HAfZ|g|Mlp&rq2iuf5j77Y>aR+!b$Z>EuQWA2 zbRX!tRz!aeJp~K{5(Nfs)BX15_NmjSZ;{V*{rdII-wQnjT&Bki2!P9V9O0FX8)z>T zKnftMUf(x3c#u;$-sHNwJL3U^l7lZ^yf7IL7Ikgfd_e!6EDE33jg5_c0|N)1@S7Ul zV-an7Us94bm~HX(>aPZ?(k(AvzPy>8oh_Sgrtuxs6W@#EWPXii)m0N;cH{@#9hVJvwUGTm<-E z`u>i@xQP?Z_2&+c{dfexJ{|7u?JXzjgMxE1>B|CSvh`iq|C~r}MnxqhN@vd8V~w`! zZSvrtHC!I=j8sIOxK`A(SAV_8(>_(C#hNckx_bNl&FV}009dQN*dzz>>DOq^qx9`M z>ZZ6FnTCo;A~(|0sF-P~hccQ+HRZiob3=pr{VfMhRne6FA|oSJu}UG%dnuH3cWgZ6 z?c29+-GAZMI}aw>_7gXwke^kvZQ~pUJDwkL9v94dBg$uIXNO&Q7MqFdmwrz;fCC5q zJuQ7?ER4Jg*d_{~vM$##J;-I;kk7m+=S)*gZSJpkjN}lQ@V_CM`!?J4Rv8J2JBU;` zu133ASx*KCnDg2mXzb{?=sa9&fNI$L_=yv#K(TDQc5&_7CyQW|+*!KzI3*+31TfS* zcgPpO=XN>8TCt*6G%!FqRmP^|z7=ZMe5N;oiNKD3m$4xzCV$yt#_8 zt)m|$hs1RXZQIA9B6*Z~F-mbU2z1e6cQ@KDh&9ijQo>27Rx{5HM=qBwuiA1BYm-iX ztGhnE{@xTeK@4vDiQuJgES5ZTgb??3Zg+By>`x93^?v{oRoK9(@VW2nYaUYsNQeFp zyL`O8!-8F>Ys)odWS-$rkn$6u{NslYNww>c3-R@gTfxG5o<$%aBMqyF(&~kgIf5Ol zVQG*EN@#D^vrmN;a2&A!m^=e;tckwNF{N$?~ga!$}W{p`u zVFhKa&sP4S-S`ezC>*i9Hf2-l)5G@V<^1;j7tRJ9&OG@&UM*c}!Qzz}YSn{3?KDQvw@Dq&9#5e;In80Te8H{!CYJ{m`7YSEZ{MA}cde|q zPy#pS@1is;#s5t3s%JdQ$vG_U_jUbwU0w5uC8kUw4hlQPJyIq`?)1A;y7=3`d|*Qc z3}Zcteg(*`cjGhpB7^)YprtL;($(cy-@JfQQ`ozVBJiqrSwS_5*db5XsS}-m2Yc%RlCA#dSry-Bg_2QdKJKdSl?wE zg>2~FtkDibbXR0pd|8|j5)zUqJ?mH4$lO0TWQ{YN5l=T78ZVO2qF+f|vQ6Q>)%)pu z6LCMc{im=DByaMYH^rhZijfPK@Et}SblU65LBnrR<>Y!THxE0Dw61IU-m!mMNoq)! zsVhr~qHuf1TA6pBJa{P{NDC|kO})Ij$Ttn2oJT!F2AeHy78Bw11rHxzQIsn7KOm0E z(UFKIzCeeA$6Gjagmw@tPQ4EG+*8jo+uXG{)DgdiG;fWM0du+5g!p#&2o8Y<040g$vW^!_Q*xaf|z1-LJoY z+8K2_WN7^{IYM+qD9m!;qOMM(MXx-6BHDWlxK{$ zr+ercjJTgHx3aSG*yyNW);&wTfwtm1 zckYyjQ6C*NEN2z>li%@ZmvpuFZh7R9C=^ZNe!vYBN-Gv7Pzi9`rP7D5UVSE8CEAKa8 z#Lp_RGC*8s*o%8AtZXkgt)D)6#oq1CCIIx15G>4y&= z2HBb``XX#CSG>Nft1Gy`nU_`MM!)16=C5XDmQgz88!CBhi|#r*Z-1~>$R%{U8_J0` z*s){d;~$%wwG0gnl?r(^vPj^MIeue#-3z_DRY_owqQyO#amx>Y6zHHk%0k7t4jicH znIPQaKOjd@go7~a_Skpf{U1oDl27rFl#rL$sCPH=c-5MuO>(QIoGz~l_X1U&l$6B( zok_^@B-kH0ZS7~+=<7j2zPz@i3*`~N^DgNiZV<9F(+`YC4hurrIw0}1QN*n<%IEV@XiP3V zpP`?%@}PUGnsOb7kUb4i<^y{pO8Rh5fkKKV$w)**0|gMhBGMDEEY)?!jtxQ*>~;g%A4qsS5orDxeq^ee`_ap zFNsE}maP(~1CD{*PPd-{?TG!UNUx&#;b{#auyj0l}y~h{@%m~-O z(>$BzIi!~+Qg-QVzKNyl=9M4l>-+q8pDuR-i}Ro?Azle`VL$WuS&f#f26k4t=**Zj z>RUquU*Ejjw{PFMe_s)#eyV=)Rzl}_0N0(y2LgruXt3l^?`bdKhDv~0kmVg(Gvj{D zu9KH&suIFhopoKDYuBuK4m2$3rdZDQ=%x-Tjbk4_ek@14G~uJ|*}nZ4VM`aU-WIiB z$?7i)wFr>_E(oQOzMo<@Pu-Ahh7H&W}BIZLv>O+YZN(o+?ta z;u)ycWm$KI;OD#d@0Y_PN0k)7cA8Pp;+e4R&nU2(9RsDJ>4EE5SP~GAMEc+FRDE&b zHckn5;hp&(N19!=a0)pToyl?UGbmVlyx{g5Y?Y7RyZJ>yoFsNm;G;$XSU=gPdy}wb z0KuAM_W=mUju!`ssCf;(T*9JqL%F=lf&g%(cJPs^(b3Tk9nalOUU5-lKu`8&z56!& zFe?b;gQ`0N3t>l0e8Y|mf6+B+&YP_Z3F{Jg==__dv_1*1>3+Zb(^fCGb+Zxu+#lNWT+cs${+!hDC}qNMAfrJs@H>|TizZyXIzKxgWYa$XGuT{S zIBEO$?`PFmB^xMKc4`2pGubgGDmQA_7*V<|MKQ`^NLkBp{_6n6h9lCU)X1k!X{@A;_3l3DyQgjPf7j=QF<`fiE0d_2Zp;u%wK4Yt|g#Q4piy7*w zQA?FZ0f)rM-##%mM)d+SCh3%mJSLCwJ=L_HpA=w9g-50a<+1tC;uXqRVadb#hNBY` zlAIdF>2-v*2CxV1^yx)dKjEB6!MA{upp%R=3;Ykhot!l6Ex*1iy961M&f?7>PUT3?=1Cefux z0_%01$;QD9N3Fqh__7Snx*VAH@c8_xZgbSZPf1!q#rvVOR9ee*Di!dlGFpC@X;V%u zT{tHvr!vdNm=K*PlZbSRR7j-9M(Blan}Pwt$?hllfLsQ_z6-SRE(5j0z^5BL{fQU#U=v4 z$s51ExvBzxS`KBwP-ld2(5U{w1e90V+q{XvqE_Xb(3Tn9Wkvi)%BovewR(Abtmslp-69^J@yng`JF_M!q&WUXzq`Dm z>_@1?X1|sWOPQN0$Cr{vH2ez0W|GKVSp!1|&k1Dmy^&C?PRH+6Gc#7b4CH3MKrg+oDLHfB>4g zoh$8U4hn5K?$SF!MztxeJS&n2jZLrsP!EwRpd>&}c@}Xtfc{XNxeUe%g{1Run}?WD zmoNympORpVn9{tyNiUQ;k5R9?ROJBPz#^LzHMn&dTg^1}DUH^)9;f6$ODjts=OYuo z#eW3s*SiBC2Kt{6x!?q)vF*ws8WJ%~WT;Y}z%gu0^A8h33&a;LyS|Csc3=Am+;@9h z54#`XRm6o%+E;G5Ij{b?_1Hu7=`2OIyT zCEK_`mXjg^8W=%y*u3kt!s)Cm?@|+fE^q~q zv4JjpgCS3;zB`Abx_IU0XNX(msA_6z8a3r)HaYf+WN-g%1|bDiF2Y9^{)N024Pks0 z!WGWBR~V@RMjB97u^K`oQ%XosRA^5fni>{qwr^+RyZHGiGcz+u#F|dO#58g)Cn=2Z z0^omtcb}x2R`5R`eYj`$0<&cz_Sv*t)gC z5Q|V4B6{r19j-IB&EGR;3xX7PFUWzud(q;>q|8&r8!6_4R5l*%`wHUjNke0!4Onol zBS-SSbg7eI4^Gp~je;_XhPq^{h(ijTH>TsLQH}5tqspj0AWjgcO;2XxjgP z!61?^9k|mQ%qbzC<;ezf6Wye*J#TdyxJp9lfqKEK%WNj5ZD(l8n)YI#e3Y@J4noZW za3fWbL#vN+3bw^myXeeA8m-Hw@KbTIBA`wxR6;((@{_>c3dsBsQcq)0)cDa=@6b`= zr4b+x%An)Nher}pQq{z@QpoIh2Ba+rD6endzOhol62Ay+hMA@)-xK+fmzUS5BH}(V zsDOAt#x#Nof!Ff#KiDi}8Aeo+B`i)d3`a(vk$je8Z$(vpoeG+e2uHrtpwij$^1k`9 zynFNJB1!?0-eA@lLfqbsBnAPbD$TTBB1K&FpEJwQ8?)1$oSaAzL3Ci;osur8Cj9;V z$BVS4cO;Lw&WOHE)Oo!gWdY)GjCpe&33hUFUZfx*_m54(uS?(;STiM*mX#pXe&bi) z@4v+_LMnaH_1rBWpuB9^GEyg_bYHw`>jgedNG&+*#PbA@6oW#sF551l$)SrU?p*RI zDwPWD)hm1^z&tPdwL1e136Q9X2sB9D##<)`H$iz<41&uq5$t zi$q~J!1Lvc#ji}z66H}zJW8Z9=F2VfXi0Fduu``kzML4&g8~^+rNfVh;wcwCtfk4s zaVR*Tc;O=@R#M)~v?DP0X_Ueb6=f7IU|k&O(UF5A`7@1c`|fWOl0yVa(Es#UXM;8y zJ3A*ozY?BN71rfPceknH0C*^zAJ*J~l0&}3s6y+U7+4J+wc-B>|NL4jtciWm_=!7uEeGS)o$zzU)-`c zW+$A427Fzy9D$t6X?FsTIIH4Vk~IJ7)hq69fH+bm9vSc08L&kM_vx3PpYO|k?z}wm zbpYAs*}>7Qq;_>cRT--vN!WI>fY=<~Pp9%DZ$TXUm%>@BrUDMUfUQ5B89?=Gv3B(y z1761Ec9@%+<1p05xZ({7Li@r5{fgqMIU&$p)4!}J)#jJdZyITqm%HKaeh4&Y7yN#Y zK3sV5v)h{JzzEfx$bXymXr`!o*~FoMrh|omx#251|JtGQ9kBU80|oseo0_7Kyn8n;fv+RSv!ey%P}bT+&R7CCgggOB#qs{=(3Zkb}URq*yDjMp*}DN16anM6=c$Hc4ODJY-JXT$waj z48I;2Bt^K$Xtif+VpNhsRx=;ISiuadrkk7Fd1HoEt9<b=uUqAu!)-ZiTd%?8hH)F5h_;skiPAv!Gqh+dDl4OlgvK2%IP zFGfn%@;$hOmo3R2#1WE`h!mAe7$!)Bct(V=B zlDC2A!b#RsD#N9)-;R(KCa$(EqK6Nw-?(w(?X)^0|Ax%k2}6_$o>*U}*IV!S>c%4* ze)#Z#@V&5S(BLg0A`6tp5WN!<%^rIivw8{UptK)zTO{}e;f_!PrAH<{^{kCI)?lRI zs1@y9nJvBiu)|=K6!yS_2M@YRCZiEX2+h52m(=WG5z?%S{6mulK7oAVBV#|-fp{gy zuaY<>3pLc$e=cSh8Nfw$vYBcZuJr8~SV(d5kwhPmD$`VMiCFu#FV{z*Dmp{nuHo8Bf_jyC1^F5&w$S)1auW@7;>her5lxp-DY;`J4SE< z?oa_viM8w2DZ9F_3R*qzV7=UgLz*B@+5reu6!ACR* z3`ThH4h)P1R_G+a@c8koM066eYWw1xMbKRCPav%B^9I(jG%_t3qm0eY7x+4oRAygr|IzF#Y5XQjuTs;z{oQ4n|#KR9r~~<_#)_OWa=`!15tbY zMj2f8?AcTNc;5-U5#*zCl!s*TU_ie(JvrvPMOO?sl(;(LK<5*$7F_F#8JJ^99Rp^W z*dF<8f2v>`6O)QOYGasC4#T=%Yi0pMb$qtgBfw)~(oE7VG=fotsLZU<*q6lcZf#Q< zjt6)Sv{xmbDY!BbQmKHy$~1E$MK&F>MGfBTnYZ`)MGF^lK+}XDLlzahr1cE)I-$Y^ znl7J!(<8IVc|-$zUkp~kVXW291}sypNGT#2A|5&396&?KPJOCYZJ)|uC`%yG9{2n4 z{rd;NZK&K25`frS(<|H1z7OBRaW4gjVKwTB6lh)`&pF`?gx4gcs%;=BD2Vv-hzSQZ zqcJ`^vDHFS1<`h@c8VF~tubQSZ0!jXA*n5J5I!T-BFFQPo*8sae7x|*(O0PNkP~16 zcB4Nws9v&xwBdMbTN}N;v6=JGo^0--DUHKi4l#NazOc?)S?{)RBP=ay3kg{7uWOGE zaCP>=QPd&`j(O_=t9z666GgjP#u+}n?EZSOUzY8jWJ~_nkNfnsUmAi`ipF)`nq_sb zL;<=q0e1m%L>Ify==zD-|8R@^V}8Netg<{c@}F*M*Wmg!D+kn8l#wZzRwh3ryc+p` zyl3Tq{2ixY7R6iZe~>~0p=Ys#f!W%68AbbLFDq`LVC)ar6W~lo!LwJ}?HboSiket{ zD7ia9X1EjBaehT7`>ye7=5%z(Q3@nb#IE1EmEN(R{K}*&K03$r(K%{R;JmFhNp$!s z7=qw3_gyq#-~Z9yDZ<3Wk$?XD`5%x#;ph?*7oY8uqEL?uQ3X3`+-n-ogMsz0>9-h>}#2Ld-P*;sB%cr)mtt7B)qGL#11rHLP(gB3A^#f88! zz+GZ~K!sD=jlz_+PxoCE=*RxSK?TIERGrt0X-DwB5Easl2B0k9%U@&erjD+eA8Sea zC7uY|#1Iz(=;YI00BDVQsMN|(V$xs`H$qkcO)cxmEJBofNfz81v63sbgV-m=Ej>FJ zFUi*o%RD6^LNPu?Ee*c40w&D6-6PPS=)^XF`iM{W-Acj(ljsV&N1wecG_Z*p>R zNy5dEl0xz^jJxXVZ717Jf%lg}! zWmIJYZP*tjVRw*2QYBq9NDriIOV4rp+y!?OWW|wg75v&G6q$;Sa0ReZ!I`F}kc^C* z@J7DSbQ#k_r3w4j2t(W~Nlj@8A^}gZ1Z;O*Vt{O!k@axa;V*d9<|HmCXBzW(XZy6;Qk<)<{Lu> z!B_kS_@ELwxv0HbMB9T z)rU|ZbbNbzSE>7u?av3SV07NB(VGi-D%%UP?hkcVh(k0|P1L>;&I6JUn2GEgwD@%t z&}ZL;5`TW(h@}y9ASBa7?ltOY`2!4MrT#NEI_nE#a~IjTP^Go9-aMbQHBr6LZa`2& zspyP4T2XMUyx_-UHALPcU60dXbU0Dlf}^ZPxnz!-Z`!Wrk9F&ILa;&rgh_bZ&U1DR z3Q~v7>k<~+UgGWZu$3sJXKw0j_TZi0TJ$$AI>2T-YawzUAN^BO4&L_{IyK!rHR~+2 zY+3j>Ub7CXTD&f*5x?3QdN%9oq`hvMR@8QtEJ*P)yY!=BBLoVV+& z{qv~X(Y0&6zux#`qwG-$&iQiTDzf4iqQ8XP+S;)quTt)4B`5D$=jbT0+CjyN9d~ZY znac2som@!$vUvXbGb-!;ydG=i;@TImV2wiTnUd{eE)Mnp=?AQK`B}C3JC+OtmI}DU zm*0`2g%+IJaePN*u9ckxHzg{PBe6vQgodT?Q_Ji|{G(KejpuipPB-#V^5)EtO+5aZ zgX>QpKOfrQ#oY$2^8}^Mq~iOPenf|5yrFaS9azpidKOF$2%tC*ypmV`xz6+DD;Sc6 z7n_90`6!7~v`@sZ^i$u$YhUf?Eh1D;7wp@)@zUJcaEp`uOJ=X;_>E|^jo1HfIZxzU zPCy#IzHD8zaqc^l`}2S2!?aUZ<~+m{wG}UfDRk2FCG=D(v(XIy(7w<9I{k4&pn7ZE zdwJ@m+f}kH2J2P&0%Bvi!y_Zrm}aA^jCkgLbxXaBALn{yhkuyRz882t{)9^!m0I&!m(*2c!TAY3X#~S>MMq4{~E4Ej}bS zh5r0-bYVLhN9X1O)G8HTVcB=%H$?cGh4>%2-e&#imPH#U*^w|%wJR0QK8#A)f42`J{+QE&3;sJ#|L@)9 ze|a; zGS*|hXlOxyC|uD~zdT(lkpK{*LW8G%8jxBU7g>*x^?I*@fN;(; zXvq@S-f5UfW?M7JOaT-xF;P)b;bC*1by)05t2h{{aajXd{IW5+`U$*;f<`aAF!w8d z4DrW1#6|U%w_v1z{jx`MKUL2YTu^jgGeH?GKQdxsH-K~AR-q-AeC6FZkZ4qfY!?fY z(GyX|o6pfes0oRy;@PolmCsKs0gYAk>iXP;hEH5kMB-NsgI?(`I`f@nMh19++41K- z9@smps;USgy0L8T%0JzAUr+5oXCi8{eXcHDap~3&9gU#SdWDg?7x+l&?Hr;?WGg9% z5d$HD9&$fx{cf7;RF@X{Z1#@o>cr@2qIh`j4%9;Mi@bi4#5s(MkY@hh4%hwW%@Ctt zGBMFPKKHv5I?Hu<$Q`--x~uh=O|cYRH{A4T$jVhJJAcQl^(v`opLZGWFWNJNW_M21 z(&>%10ozu)vqncnoknL+HK=4Bsb#a5)ZT;N|I}*vq1Ezfx(I$3;b9}|+=)pPsKzrb zFPD?-nY*@(pN#gHEXcTna0)?fQy+9D%^;%FzdR*QpYGG0Ew(6bMN8zDP7w-%+$ppD zk2M5|)o9o~Mf^rff7Ij0n?V(ZgzO;14W0|}@eQJVem8^*0D+vUUvtZCa%Fyzr&;ch z(iB}eznp+j5I6LsLS}g}vA2sxR)OGvaWnydw=*KZOztRU7fCDlI=x=SWfOeCTCf(5 zx9)L`e(_>I+1cdW0cf&ONiW?7W%cKvlhDKR>08R|%P6y(0h&)Gs&n{mE9e|^KlfYJ z7Cm?6|15~y&3J7N$-C8BxYafr|KMPdOGN1sYef1EX|}g)O5#_7Wwl?L|7YjvJRWsD zG(#c{0xG?QSWG-yVIbE#(EnHiMUzKr&T68)ClI?BbqQhku(V*ui@yJgiiwf%A_0bQ zI^p5rge~Ebnkyc(S@75|qHsV;9!KX5F@R)bWNb}GkN@e~+Q9y~3tR9;{81eOhMi8F z3kezh)YGRwgUmJ-+AzB^Zn?7BRXY-DXz$;@@6DNl)d`lOxVIJi|t2zyX9h$!MlPJa zYT~AimlDLF<%2F97%W)8(1CtDFIHl;^a?{+Of(n_N=VwjW9|;SWwfhaK%z2!|6uz# zxG>@du+P;*0~CoiAkSY26XzF_3x4w)BE(`M%~b81{TYRK#d?*EQL(X=D1Q(lQFoMN zi-?FcUR9X;^I-(*yST_;^UPGU1GVA|9#LzmdC25IE`60y3S0&+xbFx?kN@M?F955qC#JXZ!VTVAADJydya^q z`|e&D;u>#4jj_%8*`K==EtX$uJRA6+ND#f8R7S*`S5QzeFq}Qs7Ql0Q4ijlhwqg9atrNNdzz&lA~JckV1ly+IB=cvi*Z$6qZ;kgAZ&~q1Sn7fL$ zaUgOGXirPQZFPCh*>E)$2d{c9Xs*?4>;C$s!il-Hvm%i#_=q!dGXD7#?0U;wYwqHK z$MAaelFYh@L1+?>2L3Zyc+%xLiRPs02u<9zNgUF+6bkmTu zwswoB%Ot!chETCcP63Uu0S6d>LCd1Kzu%Hfiy(CJ$&=UN$dTPu-7&W;Hk+_Pj)8Xf z_VTinotWO$B}uyU;ru2FFd13`pZe$_76Uv*XcG?!Ck#fGl*0lI7S~93FsKR%FHOg8 zJ|Y-;h2db4SuitY{&S1Py8#^yS}Quz|HrQp$eIO|;nVLMUMuDix=_OdbokB_S?L60j3F65PGcV)lh!YbVt8ng|e~xBv_ypVBJ?1S~q$KhJ zWIcda49+`W+C<5haY(Cq19@aAuxh00|E-OanL6~EoVk~-m0#NB10yoX@5!9*Jkw^U zfnvKRJCGRgLezOWGGq|y!^#w?J``mr9$f$2GpoAPB7WvCp49((jmPtzPKnC?A43##TY~a; z3*3LQ#7X^=w%}RM$4{TUD>}XFyM61s(}d^jvK}9bKPWccIqb9EPlaib3rf8F4qIFPprz`!@{#r_1pF?YrdVDiSG5b*izXmN$KO+^}VB z^t-S3i|Z$LjVRBgO~u_=LP`7f?<*gKSGVp!PNDD^UBy{mLLx4kbC^?OgQE{?XY`&R zx$MWbS-Zy~woa^P;Y!=_MDL@NUvy4b1AQ}vvSOB=C{XfX5slZIQIELOw;ZLA8dGF- zx8=`rvqH0h_8bv=)tpO7V^&@d!!GQsy>rnw8e#2y=N}r4V@4Q$rGmOod){nz{34;J z7cQk3EO*U&u~CbOwoRaF&DhKgg8`mO)CJw!;8){3=2H@v&XOG_yASSHShGr~ezAc> z@!F)L2Pl;W^OWZD4+<%U|Bw;+j~~S`r6orj;g8%MS+P64o+rKD)Mhpq9%XtI@Q9YP z!JczBZ<6rx$$RrxxI99e0cKqN#tn21>=Bglhr2{R1_k0}qif`Umv;Xzc$@$DF8|9k z&|fdN=o}NpM*08$5b^iOs=wal{|NW>-?-fWc>(O7CH(#yANqgfk*GeX0)ibP(~cCB zl=N*@N;=zjNNxz^{QT_AF(vV&8;OZ~VK+E8OEU7G1W_4fgQQ!Y;$NYlpn1W@TQzBdT2?eIqw2yf@Ff8@rG*{9rERQbN$`Lx-dg;!hs5sL;kE9Bu#Ww&grjAuQq(W zmnbY1m!(;w#`Mxx;;y7(N_bRLun(ew+X}KMD(tVeJimFLQI%-{|0UJPIS?Lj{x??p zH$19nR7l8ixa9oM3ls7mECJ^hEAWcCMKfFhonXF_F~u+*EqqdBOwHGu zjHG0;3MTEraQ73#7R)Hc-B@$N!J$=*51(pgT5k4cDKlDl@_iMUDM;*17}`~rsB;Yi zPi$XK9hsT5%0(ULfY~K{D3z$?=!g0ZohL5@*jULa#A08F`vSyz3f$E~HZx8dxm4+h{P=v<<$pie#F5 z1fweeoge-i=)9=62JK(=xlJrnPIK%vU)n6U-or9A$IqXZn}b_bUz9-k%5JUPxIEV3 z2g)k&3?k-^X!f(82=|^%AA^$PkI4eMjTeKLbQrgr z?&0D(U_O`R5*cy5Fw8UB6v(b3BlBnHr>d26%k}f-d>S)`(k0ve{PLU(4)~IX<^rl5 zp7n;Lxd)ZE$r#W&y}|M>naYwoSS~r<*z2;33d*krT546OI0L+2-@J}!!A*mvL^~== zMNd=hl!xz6%^g%>MSF<}sUCSX1GPm<7D{@VNn}y4JzA``rEEW1E%A_`ZjkqB*$<9E zoV2{+w70E)2?y=t*0Kc*ho6D%AY&m(moj`mFmi1ttOhnU@vvi*s^fjvqf! zDV&c@x-u^c}LUMdRyjt!|93W26Po3vGrRtNyZ>2);z9fH)bMr8?tJr@`usV2l#HBUXAx)9( z^1rXb{S%s&an)7Dx{M2{)6?AI4xNj5aYBy_5P{d_yv?>RM-eMMn1mzBi^GMt*?gf3`hF9< zw776t;9cF5XSeMVJk{c~ZI=;#HayUdenK9p`L35XV_X8$e48R-iUdtoLCPv50*5xF zr79SE!JLXdD|p3b_v8H<(n1KPP!`=Ce<|tJK@hnYY023;H|BP$0-}r{#+K zJCCn?Eu*MdH4>!QY9Xkgs)|c;=AuzEt2?cpxKc$1J{>@@nEfMv0c9cvBl>J?hDMmx z0A5mHbOfnKhaM*j?e2%QFdAO=64=o8osuz0MvHNBN{~qbv9XgcFBL*@NkvlHTPpF{Lwh8>hGb&Pse7BB zW5)5fkl-bKo0fC8tc{L=4@d-){@^Dd#BSI?^ZLBvuNE8}9Pba)==BqX!$OymQDasr z5%|QJ?N4GnjiRApG-;N_M=kZt-{2F_MXMos*kD|6p6nvt6M4}u+c85biL`~oQeSs? zK+X#dEm2@{2L!wmSGR>+LS+f10wMo z?mtxS%#6Fu$Y7g5ZFFiHCL$pw1PO30$GRbFpTGb zI9rBkKttfA16TwxO(hEOjSSg(a>y>8jH`uX-ngaUiUWM~HkgvryDfo|2;I{k5Y1p? zd0veRCNaYNPLv{QyK7s#ABW8=jLcT`N-?S358kGW zjGNcAZ{0wqdSZdd_7=Rx=o^9o7z=)jaHO9fN1hfE^2+G|Ra#mZlnvq!+tc08$nnBq z05P2P?)&9j&D_3ME3lmc!PZuxClg~6&JiY_3^PYOA$_^9L6c?xbnTO7PHgljw1JaW zJk04ybsFneonfR1HZ!c+?`)v&(){NDurnFoKuq$G<)q1k3N(U}Z3-M|NDx2JD{g!U z9cUbAD};lt9CMM13ooMO6(vH|vttVyL3^WZ>;bC=Dm&8Ei?J3J10Ld(*n#fdB6;)G zyv|7}L+!(stH#J68)y&%qifc#-QiahPA0+=qh58q28|4?!Q97kGNl4_i$9Bn2CpAk zyheDoh=(3srcuy78(k*4NxbZ^Nug8*VYWpFQM^$_vUmPmOCehco(1B^q#AfE!cZSl zFu~4k+vG2Y#OC=<4{49RX(tgw>B9C8!2c`Hjg2p2UxjSb;`R4on3puQlggy-n~L`e*4+ zjN@goYL(%Vo3JBGCbhY!{nRK$>F4kXV@Eb(Nz;PUJ3ruJ3)MVLLwAR*DouM9*R!}19exd&6X(AgDBB1fgX zG_iy_v|L$22IY1k=vU(j+O!nRqZ&l4C!ZJtd(founAN{qi zoF`ZW<3!5u{u5NN#G^^ZeZbvebt_Zz}2fBJBZn&GSb2@hsKyj4xeqf34%I0Qm(HIKodg4z4kVJCPlLRhLI; z2{|(b(~TQ#>rKgKB$M7(u^egOj>c(Zqt1-D&g`O+CL-c#fYlnOk#3hi@$}W}*TsfM zP`4AWKi=6m-gze#aVZOpvdBq==X>15N|-L7`+G9#Sev4u z_mD13s7X+o)KLzSM~(T>k>GqtTOt+^l!*^47NKZq9k9oMdoq(N(603*cvKRQCl~t+ znNeo?G_FpoV?4~Ce?EJ+)f%r+&9aW3?sFFWmYJ31tZTEWkkJM|*o0`e7QPk9oM?fby zg-q!s6AqqYd>s02YoK7UQc1HozL~vK%tpfl^a_L3`641Z`3oShTiB?W5nYbH@nYSZ zd&I#7DXOcRY*e|&qP=K2ccogh%}~D8iV!Pg)J_sd$lM(=t%ihZ3^^t$C*o^odj3=# zgjKeuV{RGPgE<>!|qNaQYTRMJmIG8vjZiEs|5@nq|wMf@n_np5^21JlgEzoHFh{&0uQ=QUe{zF*u3XTyppu+LCH^2BNyeg!7 zIsRG&1_9ul2V4_tc5gw70SEMIlARTE1C`Y;-5_Tcfn{s{wW3xzkR_QH54+7Ygm1mj z^Cju~)oY*dms|`i_9qz<+a(q4e#mJHez%9=!G}F*w&cZVIvBd;K}C`9N2VA7Zf22K zNnmHg9tg3x@-T3I`5;?rrL_K&mxzSHlEE&h;b`a*0xhB6d|`lV%j7W za?Qr-qEb)okV~}dQrJx{V_j+$+ZyCLqNTDCgQ022wdcIOUhVTYJiqjdS7UrH@6UOk z_c`ZX(!@FQmq48875A%~?nv|dyaDl$`y-6)nL#6Nco1$^pUiB|#(`vsH4WCNDTpeC z3~f7{tF)Gcw1Aq$&*vmMrGU(@M}zc^JXHbENvioC>BVG7pg6RN9|G>YWD+k4@6cb%p1%+%hGh`tn-SUPFheLFZ$4&e>n3k5NDCE*Xz52uZ?V<}m z`)9(wUS>}uF77F;@##<(2|>`&k$&lXzkir`j;c;bHSY5-Y4t$Q__vmp`v3$< z`&e8lYvnqf8O=j%luL_Bvp^i)r_wyGnH?~uH{+Y?;D8}GZw01R~kS$FdEk3c;Gmzg|ySSu~yOnSXMXbOI=&h{Fm=1vV9Q<;N`z4c~;oLm} z)k&{02fv#S0zQXIa)QThtubd!xJ||gW&)H4!e}XgesNA#S+p6lLn~md`UCdmcs|J4 z2w5CTcG**yNol)J6URMHr~_E7nyirdtylaWlta+e%uExdm^FCv5nyrzeMq0?9tODO z^(|yRX(8<>dMnxx0Q-wIf=1_}>k#lpPdU7bTCCpw4;4FiPRV(nGESyEPNeDt7sUuK zrU5!8cwFCAQS&YMaexS;l0lfkDIFA{V;}sN(2=#Ss z|6mD$4=U35Hn$60?Z_*lruKN6M-Mas925#N22F4u3dBC>fvImt4kVtE9)wryL$;`1 zt-tF8h?);h$S-?+X!$RePnQcnX)z%w7)-3ZTFaV8kJh0K;E94xn1Em)JWFg?S4cq! z86TOXXf+jXctU-JP8paFa(zQ8>1xKLIafCQ?3< zykaNgEpV=RX2Z8QufSbFyG#-$%5`uF=~qKO zku`1X!p=AvNd9%aN{XWK#ABVlg6zzcjWu!@G*O4eRgDWcc``Qt^4p7RsF_7*8}gKQ z5L^KP2?`Fi1sZ%F^A2ho6QKfx&1j&5p0yRnFfnqpECAs=x8QWQwX>rPO0%hF4LqIb zfHBK@WViD>x}{50=4W}uLs*LtkY{h6b49_$faglEK%tY}2o3Jhfc~b(Wkcvqbr3`% z3DxMaBwergm&Xk+;6f&Lf>@HQ(!PMhLXkfG0)m?8f1^U<-|AJTo*xVt>S%4pQ6HR& z!Hgn0$ZtG6Zhs~%?S|q|9|UVN+hfysaAh69M#It(PCH(>A%%6qx;Nh?l&0DKEo+LACIw9I`DzKRm6xSnLs;3#EiSEKX32x3GY zWX(6=I<8#3>W*y(PlB-E=_1;S4=;q+0aK?l|NUY}3g;H2A+D)9&-pjr5GsoSyak@` z1pEeV$*T9wsk0t>;E3DN5+iHa+QGpaZ%oxoZI_6dK>8*nCG92H%Wwg0ghGtp znApY9(MM8wbNdna`0>pzDS#I)LCQ4!uEa~=VjSrzE#Ev6>4#t*MKA#R)B;;3>DR4{ zW@N1bmZ}EPD20x78jiR;zfL^8hv>@0eVKx_Hyl7nr(AELflbay91Q z&ERsF8gh!fbpOqHxhEB5(>8SpR-P}-d1cO5RaK>BG#gh~V|f#F%PkZGfZ{+b0wGIs zI<)-JJEcFiZT~iZ!A*vY@@?Kkss;Vm5 zBM7qO$4ud-mCGO*rwlm?4x?ZfTDd@_84L{R68hFSoBxc87%nMgNW+>fE-M~ zsZIx9k5)y8OK6M69C+tZV{qe7c0HB}W!JrzGmnRI5=Aa>+i>i*c*)!WileAZUm z8)&PZxb}3NT1SqFy-jZ7p{wiHmfpITq1-TGc3ChG&ual@*P*WxVwBCkHoFESzqi;pym=&k#d{?38llby%2sZ9&2KNg+9 z*wHzpEzeTKh9KA(05ZRr%gn!>H*^tT?Ow=HPN8|j>4jTm2Y+BJjc!7L!Q9I$H-3rB zEjRfXSt}H>-MP8BG@XGLIycT^M5%?eAwT_OK`H`}l2klcHi)MJ-l5PimeyE2Vj$T- zWXPf&V&=Vgk~y)8(N$J#?O_`7?vJlFMn`{@ed>xji!yip{7CZB*7swbaAS1ti#-hA z>%m#IDCvPyW8Vo%btTPVmbum~CU;YM-f+#1BFy8)U|w;wl|M9F18p>*;+g=eAe*(sp!kljs4|0`o;ZuU=8s5|&A@ znwoyvNzu4CG5euY2C0aq**vx%H*#!j!4Y3Pu$v!nZbDoDNK^Kc&yj#D? za+pje0nP2(W6@j6ym_U?ae0L&wOjGwnOpnH%!pDYMj|NA5wGgq>V5=oV%%jF7FJGKN^sSZ6~9lU4$%o{ zeqwFWAtNGaefHFV02pzABHzr-qrtotvdt4PGkV@9f5!FXf{d64TRbHuJKC3&^(ZPT z?z6YgN=#J5@}MJ#*Lgb;I)}>>6ZaiBz?Mx%+tZ9NT^S^!fovS(KGMHtwN;jJ8Z<*A z#N@JQgRsb_abVA0SJ!+Tm5|~01FzYoQ36{SX!?+m7f}@xy-Hvh9mXY_(a}w<-)O$r z*5i|3GC|;B-HkV09H7_PfJUCkaz%-Ba*=p2*o}d@ba^wO}t8Wo?@S; zVOQYY2fwEgeM(F+sKJiPh)U|3VBG zlTlG?5D!Tsj z1sxq7G^U1xjOE<$VT(!{-a4dJVp99Z(8<{8Q#0X}%sy@QqB9zjh!~K+k7oewbs$#4 z;_Qai!?89He9RjhB9nL@u>?E)#VeB^26ucl%VxjIQ>m_}nwxsdjI{7PM znryps=XqL*j66_F5Mje({tV%=bC!(!0mS|`!>!WNUBz&7Kb&7iDIQpfy(S_*JDY`O zGAB3J7R3#c#O^lfsCj4qRE$pKCZ^{%e?Z{|tB{3{qy<%LiWkodGLTroNevt09BxSY zOQS5I^c;`2D;E{nfxJuqLxRBwJHd6rfo$#UoUEFikzpQIm}YwXMI@QKFz~RyQ{inZ z^{(1-Wwc8}Mqgd51#BC{cQEz!bD)hxCdG`ACBs+V;@=ELQ1Y46uUXC}qmzzYXMB&C zn1wTFdeGM2_}bSpP3tBcWRbVA^nvz`-~a>;m*hH^;IB$fPR3Z{@6Oe#42Hb6v9U2l znbAlNn$-c}OU8U<6PWX@gfYBZMN2m&*B2W>AgaBkQDb>fx&8m-C5!&?=zq+tDf%a7 z`@q_N3{(Gv`LunEE^=dk+%5kLb1s(&3XyijdH)|DHxyA7Y5!wm>grV_Y++gK{yJ}) H+nN6Y?ubOZ diff --git a/images/growcut_zoom_5x_best.png b/images/growcut_zoom_5x_best.png index b3cd66016bb786a1154d0c50dc728deddf276c38..8bbba9d09010479b14b1eebc6679f7c94db593e4 100644 GIT binary patch literal 37487 zcmeFa2{@K*-!FQTA`KLxGL)nuNklR=P=+WnMW$3TOPR+8DUqT(At|NILy}}np%9rO zGDafvJlnt1^E~hR*4p3q9eeF#tz+-K_HsP$QQhwQy07cJ&h!8OP3QIAI-z!S72^g* z3Wc&tNl{*dLZM5cP-t}-mf;oqUpyP|2i>JZN}3G#ac4Mt6aQXrr+DfTg~DV){znrd z_tKm~*+fy2Kd9;asJF>USF>(fyw!|prE1&~-4k?6-4tlnsOMkZydf&}%J!&R{EzAM zub#2uP)!jOxlpp)SZw=)Enz&$J7b=32=Z;PWKGdIuyjYk{QO|}@}Dai7(*+iCmb$D ze6W~lvV0Rfc|I|HsXD6y^P0bZ%y-;+v1AkP-#>9HS#;(9{&`;eF#n&|c@vB1*8S@v zd-+pt{{5pEFLFiUpHJuoEZ_OhC#o!t8UOQvd)lV7xBvOX>ka?=EB@yWRB~c{y{;nP zT22{P&FZJK@k)Gaon2ha_xtOyv9K(;C4UvaR`rcKapHux>sZg`?b{WrpJG1L?q9sE zid*)Gif+EA$jr$(t1%ZT?Q*q3Zh>=ddhFWm+bXM$PD~Gtj$W7NjU9aX_U&8kWMPIw ziFb^&E_Idr$n(B`e~muA)^=fj?ye#q0~3>uzA(ep_M`e7>(_4<6J!1JE%C6c>$?{p zHuLhvX}t?u?Ttw>AJK8kJ4BTs!7yiogw2oq>9IeSdlKrJe`H>&eemb^@7c5~*)IfK zx#?GPGDt{B)Fc}%@Z5>9=kXX_^Xp5v@Aot_)0y$Uu+_ddZ^nGvy*L>+Z1#()TF}lI z2-|CEY-xG>v5ecd%NLS`4l?g{8@E#ReadF|D>E)3GB$R{F;!Kgtny_H2v4zyGG- z&#gT@ep4e|g6Z+SoX;zt9X-r@Zr%#_wIsaut`e&x8y#qfouZfrz zJ@K5I-YqVEBP&ZvLj$F3YHI4?eg^?7Yiko@V{dWm2IG-mUxXj|hG=PM(3+W6QhnhuA5?fFuf?};?HGA?r<)*w6w&1e~MGNdHZ&Jiid{AT6Yf*6La(BOO`Cz zw{PDj%m^137XfRpg*m6mnVAn5%4N%zrM!7_q^mqa#AW!bw8u0n#n{Zu*Jb1v4JA7} z`@ZZ%i9ff@hUVsGiud54U9{(L;!U=QD_a-R9z{k5eh%LD?BdU&-Fx;ND!#*&YTYPK z$*+EST*PbMec%551z*21uU@@+@>jU6#aTm&@#J9Jc0s|z$BrF~o=}pPAKm|x5!EY7 zZ#Z&cmfrGP!j*u4RYie3OtG4NeT^AEe^)+po*vyXIyzc2-k9wo>e$z?)X2!_*u&j4 zr%s)sc>nlu`fXO$&))B8b{8+ccN@s@&2k#xm6hf8m>DnZsf`!0`LU03;PyHpV^h;> z9UW(*Q#+N`A7oB(8Zf*(&}};kO`9ka11-fjR&8wk`SaRg-_<6wlS9svgPUh(XHT3y?T=%u+$g@%mx<>_ zeEgpkU5C|J6+RXh{~Yct{aRgp80)>QuP<>pK`B}TFF!l^QjKBt>LVxtXFAm`Ul#k8 zsPBvA@N=X>E_pbeN7|X<I$v>-)%V}BgaC6_mUH^1; z&q|KnlyBd@efsn%KWMAU-G>ivzJ4wC@Zm#>^Mh=A2M3=!cUCvMbaB-;HvVk;;QQ8j zh*vw=FktD5bq92G*n_tnFM4C$XxExgLnf1>qobCeM{E8SW;&YG)YL(gx0f$pM)gmL zJoYMDdhmdf((>ui?rV=8ajxXt$E={Bfa(09_5HQfOI>R2BVQ!;U2Lbr#D1Eb95^}Y z>^}T?Tgt0f8cGG)W`-R|)L6GK!^PL4+8@81{Hnd#Jz9zA+YSy^NKr5|rE;&<)7Jf1O{olm1Ske zYU=9PMMXu~I-ea0SiAHfbHyXcXWKW*y1%_}?%Y<#o*Jdm!NC*v<(vl(+*jl~GtivF zb`B>W6%i4!{hs1S+&Zdrl2KmLXcoRSBqXF^ih+@l94GD7E7o(Np`rM~Gj?_<4YE{J zd{+FzwmJJ$^!WPq>!WVnx^=egkv$O80Soh?V z(L55w9^fnR_oF->&o$?9D{o!hbo2cA^X*at*<04JvF+$VwUNgGP=d9)=jDe6BwglT z8s@mRqr%sY-wF(5$Jfh9OMk4Y(ip-KSp)q2KcZ3G&aiDs8cy%5+aPZBP-BWJsPpli z!yi9aS6AhcT-z2|jA3O{lRd4$By}LXSli#bw%O({T(OC_hDVfpO%u4(Ag;{ zcyd>W7c)uvFKl^^&t8*%q`S}OBB>{_EgY8yqUb9AB=&r5k z^z29lwfxIH<><+t_+){;KV4nExgIkDR5o^YQ&a(zX!Y)a)>iMkcbQr7QeQ*5-!KM* z#=A=UEegt0on*t`O<5A2Gkp@$F2i(`yN@2NRA*)Lpctd_eJUv_z|da9)Q|u8J;mgM z^1x4pk0H{}7%01pa#tD{GzoCUc>F9{l|47!xLrs{;n1P0Xa4*uE$a@Hn`fY4hI-$- zcQ5M4r%wzk*mu!UW(Pko35e9ho}|CcF03uEf`P#s3yfRF^*TmeATg+?IY%l?%={|) z6nk?dDlw1eR44oCJWnnkAD?|r{hS2_1$V>4Z<~C$v3bW1rRa*gn-A~yoOOQw;>DSU z*XA7iFK_qr^Bcs(c;C?QuB2`m#lXOzkn_{`@837`@zHJFx^=SqWh84SPKx3^khfsi zc{=vVlTDX@e?8dOHjADia1OI+gO})&O$@rJXO=$Kh>c2co9ItTOZ)KbXkdz6+o9;0 z*BKc{Gi;jdewD3{mZKMz5~h5OQQyMK#@2?3wAaNFt5ffqKEo|6&-bw>Uv6T!+8|^z zoOpumBJS-DDKzZIz(V~^Sszg8qnjHWH;!~w97QeDSU^k*%ZM)on2XV}6uXX3Ybg2pwmDjbS@T^#a@=(Kq@@Rjeir|3$&<5b z&L%baa$kd%`ox|~uEQNlzkmPUZY>i0r}7y+-`ZOmZkbpPg4PCfk0S!Kk_}~Woc)k!n}%)YPm}{g|cd+_{VLL?pIS%c27=D#*FG?R95rI`bVpT&{EEq zJ-mXlt26b^{>_^=7pk7$QqFw&a$CWN57b{D#Pc`oqGx>DBvJ2F1~%o zj`xZB8DF0qTtcah3>iMVXFa7ACBniK@XxhrkvC|r={$rAut*0ygZudhObh)!foIfnW-i0TW#@OEzf4vf>W=1O_sV_cyIT9o#1+ zB{*GL{3haB+zg0g9UB`?} zKae}ug*GYR5FH);)@#Aj$D?*`spdTUS%;rA`Cq~%s12W8+}yTENU&qw6Ku(5do2Fs z%hd$jxlP#o$aZ1rs)$5uk-48FWJJa6N-wd|Qc_qRGOY9@%-Gy~sz5{zP`39+Cd<#F zfWsFq#3;{|mc@pKuIH9^_C~#>jvtSdEzEJ7(0t=*9+sP%%X=j#GBQ~sGAzum@HYF0 zk`hKNP!7@aWhw?;<9&@5rJW-)v(h+e_H*aXvCZFq@E{7H%um)J%dzkdmlP=k1W9~L zIE6|kPD@KG;BMOS=hwMk3jJt{6pEl=yw`p!ATckxMW&dZ|M~OssO`La_i9D=f4aBD zf@Krc{QIk|D_5;TL3sK)NI`A>&B1Nkwnf`dX{S7Y&iDNJ^X(BAYcWS>=Vu1$Q%tV4 zPYk0IQz%kS{RtZW>(;G%>pB*v>|$=dqpG@EYwe|B>-)74D<~HlUhgO=DX~LkOdmu4 zDg=KZz$YeVd%CsZd9{c~k51qgFQH!@^ExE?vfI4q*ViZlWc2y@`BPrM){M*YT9BQc znMM_G_swLOpUWdTI6!lb6QWEJVD0|crOr$_u1a*E` z=tNHtw{X?7qfGehxPJ_mIWN#W+G+6%)$mRCVixKmLPAeY^*l!bDx{gD5U$x>{c;JV z=nj{D-;9eE@P!}SzRso`H}?1M-&4Fvt145lv)c_wa;LL2w3zXHI?Dl&4^x6dlhZX z7;tN{KWpIY3)PJ)H;6Hy)}X+8V>tt7=$f2~=EXY|m6YDcX~o<1){B7jwPWes3=BN# z=_#w7s26R2^UX2-!{DWup)?1X?+0nx*x2kA6Z;q;e=~4#aZOH5J;jUEa)n4)kHJEAqfLAFvf&8I4p**RVOCgU z@b2<^pk~eKhQ`J%+qeIY{#Db`!n1t&a&iIT;?}KQUGyL(pilUsGoVR>6BEf|<2^Aw z;Tu2)0-5AynYp>SQ_xTWRqjPZ1bqA`PbM6=rS9ts_cS8e1hrd3j6C0?RV>n;3fbU* zjS>Z4zO0&`pI1D7Jh{qbit;tr!)& zi>vL=pB0#z(w?&%pj)J`N=r)v_%l%O?lnQd!EJ4AGFGY37&!J?u!8Kyi_!OJ zc3FqlMzBk|yh=s=6Xx2sX3f2CEI6F!BtPux)0AB%lDnpz`b26KF+g9PI2mCV60^7olRD z!7W-GfQAOW-kR9peGWaELmzLk_&MgyPsej`a_)R%)1)URD$4SwCU(mktM3|*_Fas6 z7!i@Uryq3SBbtsMR2#pprvmsZ|9DTW3f_EDIuMc)vw}J+?n&NFAEo06`t|xkB`s#MZk}h(iw`c=iKjEyf>a){ zx8LJB-W%I(cT+6t$rH-hpE_Rf5KHTCC_;|ADqja^cFtC>|@T^*RCINN1JjEfOfKe7EUabl0h^yQC*h3`?tarj~s zULqh6sEy7%*%@La#?@|Vi!KkMU372D(bnGH1f0*j`qHIKNqYm<^?mq|L)G^%&Lw_P z;EmggI`x6jXuu?TChh|Q)F=opkgM~bD+NEn=yWq<-ru}wxZ>YRxRU2UM@)kQt0-*s(Vvb-`;J5|_YmW{aYUxv!~e(0%!eFeYcN!Gm-jtiIw|uMpUbZm z)k$@$wJB^l+WqAN-MZR+n0=H3@!E;49UafxE{K)>_%UlFM=!4_>3N(vwxqoLh{2zC zcfXe!pErNeZ6{WqUr!n1T4+)V&vtXUdphI^mM-c??SJ`(inUGoEnYm)5==}NxBa7t z|7Q|<^f?fq-BAC;tm>JM969p4Azg61_xs7{+|0~O4hb91goFfRE31|0){pi(C`UJ; zy534M$SMF5CW7R*g!PcB7Q6GCsO@JeqZCk`eV;zvy#MlVZ;*lPVUKxzXl$1I>3FN` zXCH5hVmI%r)vMmjeDA@}3A(wByRSr_I}*qpfYxi;@#)@8fB);Cc#t*70#u%%QmJiy z87)UnpXNMt=upaqN?ypb^p77uetWq)NTU&xzW^Xj)T~@yQ>6ffZ@lB%WKQ0#N%oVxu4^#RmA79H*z`_bR(RzKdZQF*ZQJvcjsvgPO<`NlWaYc_1qGhb^7NUf-%@&U9+Dzx z4_9WpTtfY)hiIf@F(VC7wUS$!qcOwwD8L1!74u*B-Q^v!^OL6FGqePc5P7>wQz# zSm~yFyXlp&TFFoP?d3a#Ub&2%|J~Db28h6KkB5hcKbO=xK;3-IC=*lDlO`=VpkR;= z1xWhV)5E?*KnCx*qA8F#*q|CFMnj1fM`I{Jm z;|`<%^!14RvyxC763<+?a5E~3mpTlbr{JMVz|`RQ_%g~Q8V$q|J13{&IwP+DVB+o5 zpJsF=4Rs&?;}5Z2~bfl5}sc89a%v4V4eBbCs!J* zUC^26DA7V*d%v?gkFP7hh_pfmRyOT#$yqfM?11v(^{M{`mTKKLHPNFQY$H z!EB+u)iH213PS1j?c4L=ZNzgi{q+R^{wB04x5;D%6(s1CmB@KF@7y_pKE-CcDcj-C zIiHSnqX3G;$p?LT0B1IbhNrn^E1k( zh;6ep-?nYfus9Z7D~#{&fDd#J9#q!V6-O!DMs24sFH>)}eBskxt>E$z-e!)3qX(!!9X4mI;TtXYuS|d3suXZX z!fm{F1K075pIh!v&2AL!1igX8ZZjW6MI1jWZnuX2H+szp3XVPA} zbO~<2Su-=i+Rm=7XIk;vUu$a%L93}fK|w*S;0zFVI5;@+-@m7M`t<3i($bS|5temH zL{_|W=MJ2rtH=1S#m5W&s)$UkQRBUrUs|ft#{tpshCHwOM@gst(_+>QtQ6*r8&}+t zkD9y{5U_O6D*ics={n{81Nw)EMa_25hyzAOJm3M4&IRKGeqpWj4h4)^JNQSiJKUsjXOn009f7h3j zo+*2w7Qv{mua8T60;XJ#rsp&CH!l43>lc`&JeF@N)B&i+I^CXsEn>r?r>`iChNWg? z6nibq7(oxCqoJVz4yRnce3?Q4*T{##xQ3fM>9V1=v-3VI)y=`5cN^zZboKSOY}v8| zZTR4sGrZ_t#%In%UGSQnya;)5)3$B&GH&A^!S>X_^ML}u%{cLgreExDS5FGB0@?^%7H_NXo(Saxwl?jU5A=h0SU3K zzkl_~lPBru=vwFJW}pTwfgo%5`|D-`xS4oluS2f(yM22NJG(FR>9)bP4@4B$V2Nda z^VY3{5XD4L@*r_;5fWNO3JmI2Dx|f-v;%)lM}8C9+lneTqi({QN^h*eycGeED;yZe znc$Y4{=J15+vIZuvZ061j#eK>rz(OO%W54Q9E{<<101^ zx^Jx3Q=UMFJ$z&3K^vQ0p7T>?R0%b0hfa;DnV>)4)3){Y_OdQdh_eZ0RagTTr~phW z6%80bPq3%`=T8x+wh(>RqW->AZWn}(P#nlZ7(VN{El2zh0L-mjyA}ogu5vOLD=QuR zgXIb8&yHyAIG^e7ztVlO&G)9CpT_;M?rM4*{c1=EJLt_Vlwbv3Yk)+wLi%;PPTvFx z5t#n?@#7|b{$;9pZ;XEsd^kT6xsVTByNKY}Aze`>A>&blbn??Wj`^j;+ZQV}RG+Fel0*jw*J?HP)WlxHDi)+JrK3A=^e8=q(t;AIAXWQ{!$30^5Zu8dM{a0D!sj?7 zKqV|+Q`wLvAJrTSLsQo6ud9++s$;yyeEC6UsDpZ)q_#M5p9_Khxduq?-yemh3mi@S+RB&5d8p!m?MKbc zV;c@vcG4Zp$E*TMy8;n|QW3Ph;gIK7ciiThZ>6Q3sUc=IHc1*U;%9o}llL$G5TaEn zdFtJ}chqk(9@CmbS<;n`6a5Cb*U1HzT8``1|J7Ok_`_#0G{rygt=FhjHnm9EfaKh1 z<>&zD&X8?xzk2nG(MwrHrSk1XQ;OF%cK`|P&V41@^h-{LoN!$~EMI|1SM#kU+vQ|z zQ}_{2BQ-TO;aSc_ntHQY9y~SY1rY&(pq`y8eX!4CS`0CaE0ULfwSprk_dyLFY<<6E z7RII4hC1j{loVoHq-WqxKseSaLEFHXC%qC-oPUtr!>9k~(Ibkq)Lla^m&|MfRkzTG zmO+S6K-0Mfq`k1Ek^8T&e!U8kb@Ef-53Iq%0#qVhzzr@a3fTBGKAy;Y(R{@npMz2zZUv`Nv~WR#jQ@5FU*$g)X~v7d+wYG@Vs&-F`FD6-za;nSh0d~ zKwDdzI#Act#05LyfQ5wsM2{%V3~&`#YJd>yFzMZ>#R;p?IiI+S)V8#;nD^*Z zPiF$?`%F0(!lMy;thHK@Nb?1Os3|Iam z$~UziH0VE6JlV>RTUqTSS|Td>`-%!CVz!{8kt7J>3}=A#gk>g#s}l7kkW4Wt^kaji zlH2}d7R!_>A@%KkSLC(UR%56~w9sD&yhW?{iYX}VJV?<=I(-l_D;biQm>9iV$Q$8D zF&K*|QD-pbK=tMrt?G-wL~RHET;24d_!c>LV{RUO!MPOVN z0?ei$QFQFlzBLr)4I3Ddd;lSZ$-xG`xLZQP_pkIxAek~3_dE6bkB(l(-7-cr2I}B$ zKG2c+jBN>61`G=(T*yYkwnHQzoWu(-Lt#P8@4$ zA4A+crZ2tfRsWucr-ma_={lN9Kg`w4=uUn=gs-yL&sjw~`}j$h!G6c(LncGBPH!bR zbd2wP1LXbi_Q^%%#@g2bngZvB{r-YNF%RHB>IHm;6}kA+zUch^bxZ#rjWm)}T+ALY zJNWXompRy~Dl4yGQN8#Ovj>Hp;i@-KlxD2Q`Sbi?;?{m}!9f)2>@SbLyQj$a8;}4> z_+Bn$Dk5Y&(9a)=nyvm-7WxblAo+>eKxV6!rsnl$FYiP>d3&Jxspcoe3Wi+~r!98g za_IjdNdhg3YHCF&g6g`u3@C$_duo=W+#dpuNA}6Ed&AXDvs*k2pTGP3TBoo>p)V%D z?Ae=~J0dKkw$C+^VU33#y|i%Y-IC{DCBEirsVVp~O*u+PH)vDFNw{@$@PsOw26(4+Dq|*7Yeg;3p?v z98;H4Q&(RDX9+OsFtuVg3WTAdA*n!+5A`x^NNOs^!w?i50X(~zacgp)Qc_c|BqiwS*B9OAak{t)#Fnwz;V{VIF!$0kUjK)%u*9jH%z*1q8D<8u&@5zZcl;~*3O zBoS_-q_x+lnzHfp@vA+$dH+7^=s*h(gfd^qsX&CZt*7k2R9CY=I`tbT$+O%%zc)N; zNEz(dv4dEAP^eOoBTdjvrNt|Xs;Y@q>&+no6G01ThA_#AW;Z4h%|JYkc!yZ3rjREo z-bhc8>?!gpy4lVmpmg_(U?m^GiOEj3E>Yz3T5$41$dkZyh_6MEJB@8@?jSf<7PfZ< z=}FM$ z+RZ%x4*_?!4Ims*iUYttn9{2V7x`WNvSNiC{bISUQUk;@*9G#SJb~I*+XG~M11pv! z8nKR$Aze0TCDo23*HEc&o-vX*3@cW|Uw#B`-i|5Y3~omHqrwy-JC&K2x-1GuA#X>4 z{1B+Pa^?LDkLElt9?Dn5y@;AzSy_pE>q8m0Hw~$4Sy)VLZIdV#RH&{G}1FGZ>(H@6(#Qs%G5&u z(iO!I#jQ6G%NIc)Q;fB8CrIx>MMVYzKJfj&|NJopZ6%Ul3T6h$Y$=--78TJ_u3o*$ zdJbz1JoWvPgV$0#=Uk(ohe^kdevxR|#K$LZo**|rxr7iy*mN=Xw+EFXFF7-i7igO| zr+u$AeBVW0Qt5nFunTNWLF4$Zsi?9D{l9o-d*m}0w2mrkz#3mO?R{Wzrf++}zG^dq7E) zJji`=*>;bhK_T#D4DUj@6DvdDvp@S9IvR~wP3x$`{J~n5I~|l(9Ast{nZug4nDM!B zBaScGq7gnIj@EkW5u#~CvvF6W?%1`f2u>0timQZF#Fj(+0rA_uYnQg31OIWg&%s*u zNP-h&6^CAJBV?I9Vm!v#SbX{^k@>)>P+61FKZt(ku zQcg)4Gf;<25e=~@UYyLleZ_2G4Y4RKhnVRKzpHhElNA&dEd%a#9{qi<>OsOV3ERQ# zT!CI^!Lk%;OM><>aQJ+paYHUKB}5n9pDbKa(KL&ICDQt->CQuEu=?7O##O$>OnK`$ z_pZUSNBdl@xWmXTB^fBH!FfeblyxW89Jefr;lL;#AzQxd1u+CChzLHAHH+|OaWsA zq3d%!qyS`eIwiKuV{!Urh`xx9Hi4i2P{Nk`e8uC$%gy)pvvIvPq}J24LiHDLsMvPr z@kG>=TP35Ii-*F9L8Y0beTO2XkHR=&X0)Nq4vvi}z&+9`ameSJ` zmROR}{ECYPz`EqkT``G@-gwCL75W4uI~{P|70Zc+f>p-bagU zN5s}=yB`PAOe>OkI63_h`8XCXuG($&6trUd>ZT+=s8XE!FDpi8KYvcg#4U}z0e)$B zz0G{zwZQO2!xr%9=(_lsMZzA~Ohd9GJFdg`li9g*v58I&4oe4nPs|J}B|$RKe%H6! z+3|qu)JL6Dr`F5P^okbhvlz(>PJ7V&;0ZsVX)pq$B#3?*wyS7l>5_@ zw=gH%-rjC}?wk*RW&G=Kz**?CL@G~LdW8}J1H8v4HP;W7UPRK_qE8^1!6%Ahd>N@i$oqGl6&a6|o#nX=mnLyLJr@4;MhpA?PT-xR`!uXo&3& z!gx+l&euRgxQ4A!Fi-{o7M`IXGOSvasNs$}`JaZ~#`{P#@;W}MouEsK6_nrY+Tm2} zLh(nDA(_K3VSBG31p+t7AA{VAu1k*iP{fp(jZJGzDUlxm2UM_4J9n;xJ%f_r6A{71 zE$8WH#!PIkJ!sY6mpX5B4>?s(q!Jkj2!T`QQxIOL}AFD2NDN|wYVDc z3dzFaI-QZTi=UNVq^tKF39mF%e>(l)-QL6(KVf~YBk&A?PdIc$@4ziW7bCXC8q64E zt)gWy48Ln)SrGH{Nw=(v!a5;ml448)PbO}kqP|*_3%0np)~A^<{VI>R4XDk#XU|$h zSsvo(a3`7s7JOQuV!^MMM`8$O%H6wnDX=KSEWZ(ZPd$Mnm>>{%7ob9`u^JgbHsLHC z!oIpnq^Xf_CGH=fvjQLtfg+#)&j5ohSlF*_(sVTp#!kG2`3X7V{$mOjfZ0+gGOnZE zi?*!UE|2l=W{~dk5nucY=ZILW9@C?-Vpr1Lr|gMX-Qu+%1K|XFwQd2*nlxv-U^`EI z)$A!<-A%yqMjm5qaF_iM7J>iI09mOJtKbGS$M`-o`0|?%-)JSvnC{?-@3Okh_?p3Q z`nD#x`D9RVT@cU7zC5feYS$kv%~6-@H*OSwT>wRqtAdLI8iahsH9%rPE?HZwI4mI( zTr}9495#!5O*kbAacd)CV>6sko5(1UTm~SD9bBo`R^QiRC=Vj)wwQ53;9PZi)H|n8 zmYl2jOcam=w(VRm36-fe*ZG$m@-uDh z^SsoLjsAiuik2ik9v!UW<7;EN1TjtirGBC?PQ^ z0+fb3J|j6G4@Ckose9OeAr+7E2YXjus60|11&ZhgiK< zz0-dlilV28UHD2t>pOzH8>@#L`X|XWf#8zzgaY_N>`ibm3u5^e(~f_c8aHpoUDszw z{{*y3Obqbx9VN)4i#Yb`B9~3J&rrt`jq-ANU6xWFJa|C#0r-k1utk(|_w!l!ZJCHC zu~Y0IFH-lbv);o_O*HtBzg1yqJ0XRL+(drfZ*mh7FDLgHcyQIMmp@X?)=V13No=Z*$I!&%~ic_={V0@?m}zFQ}(HfRtuQ z=Q)s%7;0`|VIgSdJQxmd7IYYjqks{d1&-d|asr z+DPG^+8QQYQ`_eaBk+E zd~OXl!iqG+Ewb(%+`=kU)0cWSzW8!l?H1h~8}9KQm1ppgH(7Qgw1sEa3x4ji&UU-T z#`JFcjAZ6T{+U0W)?x4L=8-(pe!CiA^L#qI%JcAl2c~85FoTr66*8lz*U4t5oa#&5 zYnxsrmaRjlyHrD6J+(H`6ZrUeP~Qy&scN@Bi5cgyeN=K`cI47jXUM?dBYJLU$2;NSHoNqa_yemkPJm+D5#g}b z_G-ViEr<_PwDG)cp6A>iulZRqadDf$ZEf-RicryQ@Q4l7V1WE^{uv+?Hi9(# zv7p|pfn1@UCHSiP^|T4Jl0W@LU%{{W0r6Wk9qy&3j?T-tI01A_#o_X8%W?+`R>USJ z+kVSBQ|R{t4O}%HL6gpMse!T`FCPWLdJ(V1cJxYr4iR2BUgc1da=*9$AEYZ-LoS&5 zeB3h#fbjgn+(b+C2)V-gHE)>LeFFCo1yaKf;>|$cWt)9DgFvRtx~rmNlag%oBs^y) zYierFLcHpR>JsEcn-CWl_sFe3^VC~A6EOWSl#ds1A$1I0&Yc_pl6xfV-nL?gpkOI> z4Lru)ti9pHZkrl?DHp-FUdqwR5L}A$Qkh6>Ow1?beeJ7NCC*{^rYZwHN4eeMKjTpq zx;{W6!B8>J!|6JefLf+%`8N1x@FJL&?|J?2%)B)v6(Je1A6nOE zfa;Miww{-=8rRd{92~dNXup3AsSBOD9A;@o<_p}E?_8(Ci9?a`!(PQEv-5%VIQE3? zTeWJHlvwG_HCy(a`FN8{Zv{S{^3r+PI&v*O{Q0!_lRFT6RA8J{^+wDHo9i^b7Uy{CR3l?wyYG=rIMe&IrW z`@?{MfKX`{`_Cgzr!Xh0eC1%NI0oU z4}Fvd8ENdZyl~-@(zb~E5EFhy-QHD#DVzqq2x|I1h?F*Z6UB1#BJ2j2)s>?)cIAv# zop$R>mqaAx()*?C9X#`GJa6{(gT6cl_%*|7$!xo^u`121;*ra*&`?~Jjhqus!#mNu zx?#y6`*GQ+v+!%FmPwiXA*bz?g3dyXM;SQ|4i3G80O2FdrKmn+y2BrFs+Jyu>YX$&h(Hbab@%XUrJ$YqZ+2p6t#@S) z790!RvsGyi^2(ejc%-HPa6NdnXZ?1ZQi_=p593*UA!?~AszXS0V(1aU3ReASRgkumR!fFwrxXXt@GJDgAO?C^Y@XJTq5;5)|8Z#-d&HcXl+73={TUTX^k zoV^=o>)xNYFn_+{bpzFfe1{`DjrJ8Xn;aY*^lPxwCET#3DM!c1!@+a*Cr?*a%bd*} zi1k8uGBfj{NBBOYPd$PzAQ2zHDY*yQ$PXJH9L1{i5|d1b50kK!wwvV_{Y0@<18g|1 zrlzKqgMKq~-e5k+w=Ib|z%Z8B5DuN9O=$;CecBS(TO+Mx4{yIrtc;Y1%Y4wA$l&3!R9zRiK@}{o;cA8`2f&m0LJMuD*BI|Fkx%CNow8 z%TXM#-a2ltxcGT2W68n%C6_wx9qoTGLY~4@&#lj};w*H{_1L|K82(+Pxya1^3{^4> z1}xgWMB+v{Pj?Foi&tp3qrKlnKTFYQYiVhf%S`;(dHU^cP~0!bXjj+QKNL*Peib`` z^;yoIJLm(tuz1ywv%`^wQ1tyyF)xz{gGVT3cl4~9?%OXU?hC}@eqM3a*d0_QcaUuX(gui^f`-*E+% zlHT>i;X1cUG+jPvgNPZ{|1X4&D$q8^zmj4?c_R7W*K(zg$7+_qND~D{;p!*tv_3+5 z$^VbqYs2et%77E{dfJB0Z9WNl=>pLjJ0NeXU_FdCyA6EfUWGwvU2@PnorSE84;jt)OPR_S^!D{o5 zrLY22k_~gPQ5~R_G_`Y})=EJucD>!SFmAi>P46dpulpvPBRf=Le$->7W|#3=ulX*o zUtn{#t{!=Fj)Q;QH+=^E)|UCc7J|y%XBu0| zVIU79p(cy0LIt){KiXyR?m5T>wES`v;hg&~AG;D@^~Gyp!s{ip#?bu^7M6izfCh8< z@RbPOc9HTA%Oo6|C*23!TF6{_^KN_#&y?aFss6V=9O?|F3fOb+zS<*^MQ%dxN*e7I z)R2&_+eWizawiLgU%YuEj_n(l$&$*3H?Rl`eg#L)o|PR5t#}R~mMATR59ZHAQgHY1 zP>rKp4w`rN_r!eTCK$eTNolS){`|j==`GoFW`|3sioIqDV|;;i<}zA&G?)+CNQvCS zh@2VlMWXcP#qZP)|Hj=qXN8pVdiaW1f1)skpq=g;8yiy!f`QdZiaYSe@W8_SK%z8R zdigUUI8*sH&f#*S{Lboq2(tyME8vPug-zhjj9$ zwFuI~0)CF|DD*t;gW7=^Xr^e8)?*=NZsaTn*qAQ1EZz3V?hxrhr!QA3WKR7G59TwA zaL^9wc*Zk#0kNHX*dq5%p;#Ia+rG}gsq>G~f-4Fg6_e_bbNek9Btb6Ks2{aXOGZ9v zTf}7zPt4x)2*7mXfoYK7!?63K3k10QsV{fKYe%Ht0GhQIClHccSYwS5-DRQ`Ww*9H zu21+?PRdwo4sU*g0&)^1At;|@Fs456%-=liUOZ1qpFFKZd57A?AW_*Q7qtA4tz5@D?gS86GM2wz`;Ln+rRfjQg&VlIAs+ygwChW3m^>K_jL%cJGVCLnRuO{$5?G2q4dsKIe6Ge^HWK2L5vaBM+o69&|*H3aho0V zl`C7m?a^JxAZE9_&X8%$`az4sV^SJLJ*6`o@;@~>6(}J-O(YrmfjAqn_rSbX93h*1{F_Vn$%Uk z&wn9r39knu`j*WW(dN#{WXX}bJv$<|aEX-UCi`q8Kb}Lpx$SCgZC(AxEh=LxsqU95 zWF&M99JI(q;$d$d;23y&qKzdTxd*jwiUXtERqno(|Fzs@$v)fEGG~CvpWb*!hv;e6 zSO3w|vZ@+2{)>EOU5o=!>d6Y9B(<#Uk)$Y;k*rQhd7_ME{O*H{gS+ii>aR51ep{GdX&le_X>vSf> z{ay=A+40oC=V7ooN1oH&N=-5V z8?>_m(jjEJw8Bg8*6q~2E12{)s#{lSvBzr)bYkM$Fs5KjO&ExHXVFI6G9(nLVQ3Qt zqGk4%L`GJ`8gfQX0(W9nud~G=__g4C& z2YW9{4k^o)fn=QyUf~CvBO(RiytYHJSMVaGSN8Fh^cAQIcd<|PIgkZmY1n6!S$lkQ zc1Mtko(VQ0pnWaFlEQf}kvZHwYwy$f0Un6z)k2^^yEIFo-51$t$tFY1|- z`6JAW42SUxm#&Z<9u)HuBQ%k>;L!lxcGQ9JSWAgImFS?v8|3p@2fS-(@tnHL&}Q&o zb=|=E5k2w?$2*kxrKD}mMlOta4P#W#5}XJu*wC|$MRxsH!HI04_m54S8+ck9Jciu zKp;ywf)qpsN|Yh5<@;V0x{g2p&&uZGE47EP{u57 zi08C0O>K1EJF$fsrUj`9|Lm94m$Ve`Gig4AvHZ_ciy2>_K86@Lp2Gg*$2sE-f&f^d zcs$kWv7}RJ{0Q!RMi~gl*8g*#?ruJX$2_h3L$tYb5Eh8IS5jJf33J(YkVNlafZ{i=DRQ3*5yM==LB=SE8k3K;@Zj zrI#GY9vLPC?#Z>)C2ueOeA6g}O~2S3CX7p}K$3G&0ljyWo9L-zU$IpmR_Yx5ck#UW zvE&iC`QnB8Un1Bq_yA&_IJ=><2|V8i1P%dyd@+-o`A%x_V&}^yYx2!eZ>>#`PSuct z*aK|&LJxW!Q7_4Nf+;rI4A9VX-UYx&j0K0wSji(RO;|brQFsr8QJ^%hIu{I0FmlhQ z?cOi_(gRV;(-4e`>}lKjk{(}@auRmeE93W934;J?`$BX_#USaCGSSAqK0GO49YIiM zLD5bj;-mJ3fU1A1KB|CMc;~@=bP*5`coSorlr!BE-`K~6O-GJy5U88lUB(f}hzO%^ zZ6db@2qsbHNW9+6uLdG5fwNfmsWUzWJNk|cm>wxSjEcDKe_x)I5jh@o8iGVOid0$y z@QtW_$ES4_wC*Y7*ezkRi3v&iO%2boyA0<)mAYg$l_~`VoZEOZa(dRQdOq((9aEgt zc6#f5G3iB?S_TacpEHU)RBkS%Sk?Wz(&WD+Pl=YN*m>tGQHD0Hy?sXIZ_n9;nFfrTXj7_>F${W+A#;1~)22+e#0j#?tyG;ZD} zvi;_m`BYN@s`WnSn{HP)Jty06Q`E7Kp)q0pBg=63B|GjO#sh&ycN)AC z1J+XgLnPm@u&|w{UhyF!d~8_F8)bz`&?l_(V-Vv-u~`%z=`YYqt8v-9xjtL`a)M83 zov`5}SPLCQhYoV;kJ~@h5gg1%KsOPh0(D%0U1%ywKDTEOI>QP30r-nLz1qn|C{ix(&Q~36#nVF>1FSeR2w4{VDOrgdQOn zXohe`<7v1UO}%##z98E7NZ%%NE3Cs($CjVKN9EtmB6ALp0A7La$|7Fd@^p+GBP-nO z|CQ#T-s%fz<$wKu1pKdVQCj~W?VWj8&w0Q9%Q6Ntc7yB@#!{0|O2|5C9TcgAQnag4 zDlNm9P>C#Qv5qyRNNFQmi&D9V_LVkCMJYhH6*L}|KcVFlC*Y7&6Ywo!( zlYIMp-tX7)d_G^#*CscK&y#}M6N7@<-#wf9G`MKKi&J&Rm)`JdS~51MekoFjlH3fDBGSFXV?E0e|U$yH6MUTyN+m zI=Ql|89W5>t6;)^RzUvWf$je^L0a&(sHY>cCxZ^;FQKDYzrM<(yV|4~zCh7Xpafq5 zo&536CATtb1za69MPT9coU<3!RzZno}h7a;w0CvMdR2iA|TjruyZiy#I*L{5=^ODB$amdsGA2xT?*i@CbD(+NmA@aCsFO zG&phw!i};!Z6GT;gvu5OvrD9N^#B0r%J#P#l7m6DeiF5Lv?&AfODupy8W$V$2)xE` z8@Tm1f%*`)1v(aN$*6Ir==DH@piiw6@AVsJzjWQ6lT#@JGVz$e9V1j^Z}n#E=*^KG zEvyfZ7R+dS#)kU=)O|L)tuTr=EyLj%jmTE#(63Fe&%be=)<4Xac?uE}kQCi&=XMX+ zw*2DaEf2i#Z&|(L&KOkP(9+7v`I>V}Q}L!R`Ar{g`Mb{^yy*SX==q{7y$V}l8qWq1^ItEAR6ws~S>KW8+yo(8uYHb4%XCtkz`X#Cx9#-hmux2B2UW+ms;G zB3m}V;r&ybX}~4OAHkEKb$xr?yk4}woG0_drdx$Ra`#V96|#l$u1n%+Ivs-7^9 zA5)+#w9D_iJC?hD+79)kW%Vz;eDr->B}zPdx`b@uie^v%{!JDjMN}>7f-#Cv#phhX zxv|8^sc?Hd$U`%_sChy^*4=8-6H}N#`6}3DAs!Lbn_yH$>;ikr8ee27l2Mcj_wx#5 zvCxk&ai5empD>u!m|hePq=;zA&>?fq-K6?2<95INMO0C-iRKhAW8}9zNgON)!>E2P z|D#>{|6Q;3Pxt=%`Q7=RT^mpXoIu}x1>3uxX1SgKz%@6Y-T#SN$yiz7UtXt%{C5EW zcLX&K&*alCLC(R)7$bX35=u#6x`H3l1brq%0N;&Qo~Kx1zZ~E$h!n0s+g}t>+ojf8 zvOFiI?c1df-qj+=p-qGBWD%g)_s3sh8^)^)ZTk=^=eBVVMpD$nd=KTJ- zm<~3yF%zqTm^l-fh5}bx^xwpb)dIg@Dq+5%8!FPPNQ}g9itc`ItxEaR?-fgq0*p@* z#OjL#ykDxR{IU*=+I*U5E8vrOsGJt4u?4hsTFaL|p3uH{@6p+N_iVNDmlzRR-{-xp z(R458O67;%zY%wZZVFsdD9N;9;M>G^5PB-+d}2$>dJj^XB#54MUA*==z1+~Sz(#tz-vrO98@c&N0g#LMb0qLJ;UAu3f?2fk0e}^g91?G(5y;YR{ zcN6`5H}gDf=l}W-V8cI~-wDMXS%SLAqDq^vSi1|tiJlFpVQ^m~z(goK zscDKYmH|;;$-jF!HrC18Rk7!OM2u(G1Qit>_>O?8m?cTESuRUvmu+g%r$zrtb%g5>d zwvJ_kkE={8`OxUIc&f+lw8%|veP&F}Ka^~L#w)_{%pPy6KGq@pjZF3i{CPwtSOYs;tpG;Saug}vdiyobrXd!$kfgci%{8T34%?Og~i{O@{qPT zUyF#y5`Q@pbHtO&RS@lyP*AwSZ@qpRNJDh&JO zwbu>o(4Viv`+uqc_XO7`=yr?HU8`OsAfTuUvN-z`u}*MSi=dWW@UIrihKBcxL^WC7 z(^Y=A>Lo?+mOznEL4DnhddH1QA7c@E43@2$3ez@>JajoBL79|X2VNH7+~$`2f0Q*t z1koq&MS=2_QKap@v9satDh92Xbvml^1*M2KD#TJmB9y&@sOm-uV5~y*)u8bI*O*25 zm$FX|yos7OfBI*`I_C;iU^~6RX`X#eT;&m~P5E%50^*7XM~jA>9k=Vr(DoELk7LyC zvzK($>4cQl3AsSj)e~SXV-4ND?Y>AwCG=O~y+T)B6|(7U=ljP^{Z(UkWyx{!;Oz^n zjj8E9-tV7SbtS|$1Hqnn=>p9`PVd$j!iSQ0k9uDGdqnWRK@oe-6=K_n*Z7O)&z~3l zDbW`?x8S1{<>Sp!?LIIAUXR6)Yp>n}gvfUgIa5eoOVy66Y}9@B`OU=V(>KkjvdBFgs~GpMQs z;{56TuMfWH@qz369H_K=5Ear@qnP}Zry(S3Q?njljQ}sxba(G^Y6_cqa*e@VTVp`8eXLV1aEu6^U=K2>pReLrnhH`cqK7V%DIutGvgZ zxs&`~$5nJS3C$ir?-}OKEYK}AbvUNsOm!A2c)GxXncNGA&Q_j90~%R+y?>JeWN8k7 zcQZq^)1MCN8dFxJeIzU2H!E3KF=Y!rvz#$G!DkAQd*t5gS?$U6n~m?kJUA=;U|;Da zX8+ZjyP76#!S)M7=!|i<0Jlj$|NxjtBvQkG!HHciaq&(FIiOcxQER zG{XvCg*~Dn7l)A;;B!5AEa0}y0od#d97V_5uOqHSKnqjY5Dl?8C5({IniI*a?M)Io}6 z2m#fcw`t>@jYQ|kS5Ixv^weC?v$Xv#N)9aTjtdULd%V*|(b_CRv8m-Qy64~eO*qXg zh-!I9-rc!C)1t)?Qb-{KMyOef@Um>VMgMn)le;FjfHzp`m*))*;{5VaVbe62EXTLu z9C$r#^JMWS1z;)?HF&;|ayVwq&o|>hYvl(aj+y#YF!+0+j=zdDT5~tl3J?S8qXiqn zy*lTVqXsVMSK!&TJHT8rx28xOKS5zb9%N4Je(!BW+f@gB&H+9tcnGQ*>yCl7Sj7nG ztdYZ08D=@OnTzmf&ors|eYke|V9(E3ZsmBE)#S`tS}zg@g07HWby=QmSSa-Lv^A=R zh0X1${QSj!#m#*eCpjGV@j5hlz^1aysS2~w)?VGNINfHPoLPtA4n>VLjUeOkne$#` zn9nnmGO$!W?vlAS@%r^^ldfI!>VNHkQBKR3{ks=TDq6p8O}k51WwU*Og=1b(PIqHd zi~D_HEG%YfuYGy8>%!C9oF%bq4wE7EHEYD04Myp|?(RW7I#WWdPs1ivF1d3qP_h}S z3YOA|ZHjvKncFY-Ih8KQKDcMx#_Z!di`7{`#v94Yx>lU+_#q8>24D%k99K}LF*fBRt|XFhT?2zdrM6co-uCR-Gi1bwCn!z(<7Z!9 zevTmjy1F`rTOil&JV|L85-V6qs>&e!I=*~uaG_0 z68KSRc!Af+(3{t;ZGn!lF1&pJT*#nuHN#kke0(bT)LSY17@R#xwI%eG(KwHdAQy@&C(6bwSOaW}uo9IF$!^U2`p_s4jVag z<&GUQ=n5pGIvV)MLCClqDGD^&R1b#g@XlI{!WZ7oGLQbcNoJmH$!SbIyPE@(pR?wO zb)`>u%veNCpESvfr~kfoNly@00QArX_-n!}bv+}a?;el{nB#)=hvn55_7bW=}a zGcedHNN4F%2@Vi;iv@4pdt*D60&AOs;xzY}an;=GW6T!p{Hw~MZ&1FGJjpVg80Yl@LM?tGUi67jEWW`W;aEWI)8eGIBC+>|9?nT7Y1_<$gwuWM?)c|iI8rueQP zohvyY5{$PU0gB#a`bWzmoO*wpIrH|gjfW>zIq3G%xVdpuaaW}IzH3+TP{66|DR}iB zDkEG_7Nm|Ai)Y#O(~d6kFgBUGtzL1+n30{PF6sU-xG||kn|dh?ei0dxMtI0mI*Oeo zakoaMEB7vCzZ{df1+g|`B}A7xbLL@SW%L@T-_b6Oa!O1P}*ojg^8lLy}<$LynnvD+C$i^*O7qvgAbdGCimYENm)JeB=fkB*&Si>!lDl_2PZ zsyGkASMYq;%;Hz}TkaOu;Xq8tV;%DdFFfhss&Vg?46F3!?kDJnj5wC5)_->Vwlm3J z&M8P3Glk3{i5|8xy9!&u9{@o9Byv!^1)@L4(L9qLC6$!(l-_G4=}WhCX**SQN^x;< zaF(XF_B2$JZ}$%$Hf$LVz9VNVPu%CecQ4yuV$GM8l$P#9QHN6o4?eeJEK}GsX3xG8 zoa&P<_sObn5N_phTaM!3WH3FQk)CNB0o6-)1^+|mEDk|*B%P4~?&&rbA`cC=R%)?>QagHgR zJXe+lr;2?{V*3>>w(ub2I(%qu#y%yGQs5{1ilr0WKmNk7nD(kw-%xivrjwN#4$h>` zYC=A1p8WD<%Xpx-whgL{8#->B=E{`^Mote^bvwng7LNWnD1R?CZ<4Aiio-VD_3JNH zr${HywV0a-FCEhu4?FV;EpXJ#U`ts!58kNQypWdW&BueG+Q3zF;Th1_N>OR|o-}uE z0O5rCV>L@Nb7jwy4e@9)yd^dfA|<_jc8;a(x0s0w|Kyn23-R235GLh(#D>kX6f+wS z$)*f;SUBT1nGNAgx6-;s+E@B1{>7v?6=VuPP&U;d(AsF~k1@K&BZ19j@qy#WvOUX> zXoua$N++iU>}4ZkKX+YfT^u_{_e`h5piZ9qXj7Ii^a-<-rN)ZxrE3wz^LYxBVBsE1 zBxc5+xB3T_$IA{Cvhxf%ISX*|Fs3QP?eKGL<2R*QX>A>}V%LjQs4p!TJWH}Shy(*{y?^g_3Dc$@+Y5EBq z6rUjhSWN<^6pTsjj~|1u?79E>^}u>p=d%3bJ3Aj!(}kOIe0o2}fCdWyTR%CJ2NF>M zYqFItfG$u$8tUocn26v4e!f6Lnr!HP7np7#Tn52Su!yUAt!VQd)SPY7@SD9Uo z1J+OXfAr{)*nak6qbg+wyH13k@AMPXNk0zC}h|}=lb_!Eb zwvq)?N1NV@Jb&Jc7Vd9%?M!IgZxvdLl^ymUoAkFB(XO9qgRjqj7Z1s8OGe z?|(+MlG{$$Um=dk=A zj7nxGkE&h13nxZW$%dW*$4uVvrD+sL7(KR7?}-&Y7!``GJH*tt>&;ph~eG^u>kJLJR z!UPeCbX5(iD=U}(`sX5xvU^$g#{^#x60RRiQFg+spr%~{; zSZFI2Kzm$WhfSO~czyY3v7nT9xsvZ55u(nL1Wpqcw@71d6*nl28p9P zQZ18%!i9usm(zG<^Te_s2Xn~7Ie70E#5+!BwE8@ZroP@uh4iF`*y8ZY-0$XczlxOA zu0-eOwyV`(EfQ{uy~&p7!u0Iy*nrB^(c~k7xH(B)&~gal#a)QTP!p&u-Lt!8BEpQ- z+;2vd`qP74K-s0g`h8{_8E9j`;dAvN26x zV;`K$#^Khp^us4jnX;eZ7Jl4sz!!2b{~}5C3QN5RDpZaD>jYp32~iwEN^7u(R{?uH zr9FS8THr5Y1X&uTXEt8jY_qP#@BkR~5B`c>_$?m~2w1jhlh_e)dz%lQf3!B?r>5%O zOL!b~)FE{U?$5ZIL}BjEK(M#BcfZup@0?V)3i>%=^jB<1e+d81OwtfqJ{HcOh5GP< zkeJJc4QyP9@@d>21fbc6$DB_Ha71hn_)cX+{G=%k2QXbZv9tXCJ^pb&b52iRU&_?C zoiQR!p1Kw*K3b#c0#BpO8sq(V>%CZxsA+WJGp<%dK4L{*`BePrGK`qet0Acqc-WrG zZ!&BD1S94k9(%nrDv2?8$(nK)ec71J29@~?2dPCk-e`}nbyOOcS9>@;2hrsiM^Lk| zAz9|!*sX9&TX+o5=xQ{nE45gW@-!=JJ_X887cN|=fxnLSz{ap46-O5e#3I)@Q>HvF zuwJ0RH&Q;=3OzrXxUtU2$lCY%{hKB()g$@bn)>>ub&Q&%?X51_G+5)$V3^_{-Cio0kaVC|;r>Z(y2&!V6c` z>C@8~yvf2bY^@Zyp%rJTmV*x*K!kZTjCyO9!r^ z*omk6^35_=kV|^MEaIF^N!;If5G}Ns;?q!C`IXu#Qsl^|u2(g|`{x1n_K!xd+kFo| zKq*480t@$AnA99?8kTm5G$~$z$a1Edtx7E%1u0VY@l&VF-P@>)vxpp)B1OM*O59nN z6fbbZGjUaE{FptLJ{{`(;m+^6HawzPZ^z9&JX}1sHt7w|u3tENwlA&yro?Yu z_v~ROYTDIv9+oGYimexn8`O{Ok4((^k)uVo0WuO#8sb!3_3Y`630oAZRhLt1)ays- zWKEi`*;QZ6FgC`tS|&H;;iD#2zr+GpBL!KaUz6+qhmvcj9kPP+sX_ykvShs6uDt zFf--hdZPx;mBc4*^g@TJVhvwd>VR6M*L8IwN%ENU;`2K5pBA3jyu!m6_>b@^ytjyG z;q}i-OV0o=5fK(*!w5bh5fvPv68Vbx&24v!7qWVRki!L|evT@%-aV{@GVAi4J1;k_ zdNWS(?A~T|78PM~)<-vHo;`_;*w0^ky`Sc>%y$3<--LC%Nr;QvIQ$pgk%PrWw7h>d zI5-0pJDX6ZfIboMHVt2!{lyjBN$e^@6f>eyS zhWs;G=E5i(02nHnT_E_8{~;=OVgN;V1`Yh_C7z4%J7BB*Gs~*R+FEb<)S|wHE`Ech z<{hLV+SFwq`eB9lpz&-9`RmE4pH)YWAMZzhgU^MGu1dBYWw2A?c;deVIw)Ish$ZsC zuj0J`u?g@ZMP_|UU&=&bC`i;+0Bdw=D$@ccHK0m`_L`x4=2~-W>t)P1V}c*5j4`!T zb)4aJw0xjeX2!@m_|zH#qd752%!=kc+lhZMo0aay2Ilc125|0DdE1f#GRBN*D%+^8l|58a zRu0CKJF{i=;dHsYiz^3mUBgrB$b8^yT+OEdW^Y*E%oZ`4_lkxF;T;3-H=g|!qM?hq z5m_8#C6?ML{rYAInL97+doSj5P2P{Q)OO0fGhIM$TvIG|)$9{$)3#1f6=?3IRn{9rUvQKm9^>d82=D^}U z=J5zYNw~2$bBk*z>tUtDsu%(Po;sBZQ{&e%scvk^MLWM@$Vrq8Frbv zXi?{1=Pp4pb=p$fDFBMCa))hLqYwc?}g+cFQJ>z1qDiC1KL(+St= zL!Alhf0NI_G)LTIc-pu4C=J_BP!2@Atcg@AorZ_rr4vC)TWFTS=i%*2v4r zDp4qO@e~TJI{h;I#G;*(4gaCDJR+}5k1t31%Wn97#dWz0mJ|x(Me;9AxJ=kp3WbXz zFMC+o_Em3#otCo7!t%j#c2<$Y*)&?`=$6)>q*;1QmS*FV10U-5txL!m-c@rXK`Z~$ z_2L~zi&ySjliSAJcerrr`e$o5^4gqXp3q`dwr-lAA3Vs?vYLKbsZsDm&(|J1(Ym?c zLTb;wZc-xql4=+i#__Z6dTEb9NhAhhQHUgH1kK-pjUT2OFwo7bQ3Z;qxi zwCSGN=9S&ps9STfD(drRQ916lc?AVM;_G~Ka*iA@t7pA<@nR~&JvX=T-~UXjxR;O5 zl83Ul2L}hkx^ z&@eGGS7iC@XCC~t;+8MJT61lpiF&e`w)Xw8k^m`(q-u*LOYXRcJT+8SDQ|gw_|Bic zKKGqxUe4w+s|+;QG=6<0X1UL@{q(hlRF#@0ycc!z;v$vfkyTWlX{;UBPBdP>Wy_ZD zQEG9i41NAP=xMK%y^84BH=6T9QjI!h@-u!bo5;0Enn%IV zR7}(w#N^(d@Wg;0HZ$AndLrtsMxyc3KXI1P&vb>w^m+H}S<_J-T!85p?hg9o+dsr= zA|7^f{rdIl7!XM*Da<&HrKP26?QXOYSLR7WtY(3RCM4_u|iuO=rax$rKO zbLY;v?mGWI`^y)aojZ4Set)w>#H@ZY&(2oEz`$T|bo4IfJjt}~K=%oEwxw7z7&oeM zy-7{%#nx|L@gG0l@%P`9db8{H-Me@B>cT=pxp;Z$MMOmQ2@2l&_)%!v_U&H5!EqJi z$&JoO<>crwmKQHwqLq-4xY=L7$!F)8oZJVDG!zdHj~7CQ3>316`z+(iIxF5XGci#p zSYXC;&or5%#Fw0!GE8~>nu3=cdAwnd-jyrM4jw#s?bnB;l)=HKqa}e78~5(ryH8m7 z9J6tU8zmdW!?I_B}$H%mBqgtQST4rXc;?JaFg$K=c$Siz`REg3vH}_1?FF3;I zd#R^7M)YPU6Nj`T{r2tKW9BdlZtN1)8GP4PWtBL=BgCB6^#!xdP+HrV+SpZ{7_pGQTfel zyVujFl;z8pr_YVoG11Wk95m1We52)QP>@HWNsY0Vrd{CuHJdNxxiNpX>|m&l)Ah{G zKD0&jIz_+0<7wxVgFYe#T!EwH@S2weFkFn>x4l81uu24?kaTqJ8q@ z$@fer2Rb@BBS{mbh;{h!bsL)#wzi@lK73H-x4ERRpJ3gmG1~QGIj7U8qI;avM87uH zU3P6Pn|bEc&f($Vr!QW(9sF&(L@iF|>vB%V*VQ_E{f^?Fojw=;WZ%N_I%;h#vSE+L z-PYF2_{z@7q0N5Vs!|iHeNj)(RZYikse*#SXPW_zvOtLks4tg(r`zp2a3C*K-Y4Fm zctdYpG9%eWZ{O;>U*g2>r#pPe(NS`CcJ@z4M_8nTFAi#KM z*_tEr@+;P^UAxbAQ14n}CcCcl)DDj=Vz*zv=3?EvdApz>^FY>u^fgmcVej}v|BXA$ z&CM~#!7lR`TFSXm?JSRSZ`&3kp6s&VtjI){U|N@S$=NwGGX2vh<=$T(!+7a$camzt zBO;=@j_&Y*efyZsD=8hwf8yrGwDd4jqg@Ak;xKB!!{^VRha@B)sSy@@tQ}nA=vEU*C+Nq&@#f62;`2XD8+{Ez+kKo{7a)G(&F}B3=va$_( zcJG$OE*;9bw<>bDwycX$W|nK^Z7%En`U|^xdC&Q7T({0mJM|`c2bamF<%tP&hZk?( zX+k@37z3n(XG8Z`r)$@?J|Q$zR>kl6^PPAD2DSs?$0v9mxs(>R=(=w{xZ$8#eR$&8 zOP4~(!1VO+Klk%{%yTwqU1>>49y)>BLG$0yLy5jMDB~|QroKMj`1QCu+r#6>j~kC< z8kTclh${*TPV|*O;C*ySOY0ThMf7SVx5}^9LZ4%Ynet*Zld;y{oO45Mj2tj5eYpcS z(O;Jwmp}A4gclp~(QPg_ixe%BjNx)aN5^yxJM1>{LaeQ0DDx`5{4z&RojO%fTzsle zT0rYF7u%*y5BvN3jrFP4I(#N|Nijya`SC44MN(%!-+PMk!oi!o$!WCWgmFi^+&d-5 z@n442@ihz#$5AD!icX$7MK*=Hy1LP*jkR??>c66f#v@^q>hL0miT*VdW6h@V-d}fq zXE?k)8!SCJR->z^tV~CdJ9Fk9@1sa*O1x>Eh*s*&6>;gqEAKOM#xfgzyiyvO;mN}s zJp5!Eg>1~#Yu1?Dd_9hRJ~&(~@HRbti@dyiWK6(Wp|D1$33dvXxHucyVWb7RPD!u~ zCuOkoV53pq_t%G)?AH2xF6J7l!oGd`vH=MauKn7dsG=lgKY9oQ;}sYMuVN^u17R(C{vyt?=&J^<|>b zg;7ExjZJqm1-GbT`MR~U(`~4w;B9pD>PDA^j7Z0+;WmmZHA>Co761AT8}2IvieHs_ z)tHwj`?dtdsKb2OIy#zDetYjJ^Qribbyh4v z?MFLl`1$$Wr(Insq^n%GaKYFh`z>Ad%s`fBOMxdT`JD}E2gzF>d%WS|!u%Xcd0vo| zL)A1TTOezemSWrW&d=DkX5p1)vf0(Z2L)2LgOnx9R%eg()SxE2nl+?GbO&8g@Z^wM zxn#+b#64F|qI9FrDw@Q#c6Uc6Suxw*6j4Rj!NiAJMFnJJNbMIA3byq;$-<*h^|?LW zZsdFP1)=nX`5CuIkB;c+y*{3W{?z>E%N_M}TS1E6^k`S-kFc}uaZ#;*{<+Bid7*%C3q`4O97*+`Z|J*=<5{T!0kuY&Dxq7>PCYhLaayK2H4|wU_?(VBUJIwzf7_ zk!!5zH%#p8?pu%E52wnMzH0C2KnMBq{oF|Kx%>C;$0sCw>8nc??#6yj)XDw+J-$}F zt*OFd*pQW}M+SqH8w}|WwUk5_ zSpiF-FPEJ%AZ5rN{h@<7nF)x5x};f>HUqzp+1aHWpLxK@**xA?$EKNe zv-Iarb>Bm~czM5vW3&rU{4biAJpS-u|C3EZ?Gdq-BkgBm+KQ%}962@%8{d8O=n-EQ zhNL3o*eaD^ET)TfNv7v`*NI;LL%CA&;uatW!51o-g2NX^4vd7{MEj?>#>Di=u#2Ek z%G@TrGQ|E*QxlEiI+Ti7#ff5pETc27%3vZ}~e^NW&_ z($nY9-&^Oa06`DcnP*)@%ZeP}9~mECMnSvII4-E6so65zR?LRA(MHIKT*JUApus$?m1t*x=wHJ3BFqMOcMSN@d?r`JtM! zS7J-<9idsZYSqu5Kf|dFDVEE(Zr!?1L?jZ!tU^1AmX7r)NOb=zgd&$WMTP;$$OTt4#xmD(VNUOPY*hTZZ80w%!uf)R3&=QoF zl~vxj$ekmXzdi0wODPFB$cRmF-WT2T5_WYW$5}q#Z3hml!w+*YCsp0^lP!$9bu+i1 zA+m~DglYt4Wyt{KoIbsJcw~g?txQ8h!*op1H#*#Lem!ON7EvZt%%7=NQGA6ezgqY| z0@FQ0J-ygb7HHfC)N#zrEcUod+Xh}!c~73MUmwAo#n-1mH_?J=o~@v3g>}rmeL#T=kE#bx-x4yAK{Lp^#1` zxUs3J>9hS9-}BuUZZoip>$Mg6lC6&idFth*7{vlqg#t#oLR6H-d-1#$M`-hJox6xp&Xo=tBbY-5f3exI2jjbmG-rRiYmAKVPhw)xT ziL8!0jM9fro?LnR&K<#PKlh;)x1f%HD=fSPNM^jl!#gEKEY+&#{-;j|?%uzj^Y!b} zWy_Y)qX9n_$W-ss8ttpw80a5oq(L zr)L!p56=PPD*BX^6gdTjd^CkWU0n~CuG$bjb|LlVF6Zek9?~o@suT{Voig*2+tV{L znAfho9UUFb#{Qg<0s@s6mo@(grRuGDV=T?$%BHiZBKOcdL2ei$lvjca0jT2@c=$KREnlB8{hf57&Q4Kj z=Vp-pnW`J8$6ZohP_(*_9XodK^X0;|1icdwZe(sQkU8<&fgpJ!5c1Ttw5UYS$B$Wd ztbNGJ$*J4+V&%OfnA6D4=H_i|n>Rm3XSf8omlr5uqx#FR=-I9iF8bzG0_m?6H?p$w zp5$J80}WSYyu7q@eS!OC9&s@-0%=3s-Q9o2XdWE;ST6m;D9x%zH36G51k27yUw`}k zyLa6%6U`vU#~#XV(@DK4A2T;K(((1ylI4%~`=15}IGesugl)Jz>Dn))w^~eeirc*0 zZgUyU4Npv{ndsJu#e|15>0i2(hw*g-0K5dYv-tmlf`S@#CTZ`zK^+J?Nh~WbKa2OH zmSpQXFU;B8811ZR#)9K5y1ZYJ&zD?{aGB4SzOGD&jy@eT*OdF<7;0EWVWE6Ud3g=1 zIe;8_WDrv0n@(*~I$6%zfPCxwdV6KhpFf{~Qgi9Zkt4oyShru_9DVSp^rbM1`;#Yx za}Z+lYQMoF+tzQ)DrtmRt!8B0SeI-rpaGz~hV1|o_A0-^i+zVnN=vD%Hqe|x0s;bz zjEy7hIgGan37zk4NJ}=ldNsnHW1_E)=TQi6ety2OlXUR7P;_^>tZDnPUAuRmK7cYB zrE`F>jSX)R_-}5zY!UIK*p0mJrjDPyckkW{(Hq++dH~j`^gStp*1hTn z%zw{DFl^zm*U8JvdksOuvc06jiWiq1d$eM=6sX{BRKSo6AFu2a5;~e})({V=g>6iQ zcOBLxdgmTIGo%q$u=J~+W=4OUt-yK#T>4T~wGLb-AD}ytBcA_JNO%284D`+JD*2wn znXR|~y&T(_{u!Riq-tv&FBLyFC`_R|+MJLYxk?xLRdi02u;eE4uhds*OPVEC8^ zDJ)V0D_5;bFsj)0WQ*9^KyjP ztEQ+(qpPbsJ6>n*_Tsr%A??-8e6sz7NA|B@7pT^Qf4&fQkC}v2b<2n6?4_}8 zDq8+m&;b?mCK`?mgRAqiQ{!mvsq42Nf0CW|kOlI<>mDZPd-%f@r}etLjy_;`13a$&$%uL9*`U>bDjr3n zM$=eZTLZ2f@^xZiVG(qkyne0zGjm+VI2+{;M&`Pe)z?!38KZeZsv_pUpJ0$$fH+h# z%x1c&QDiVB2GZ}e75hcij(1a6Z4}Uv1qF#|eEqLX!uO%W+lyL;-LlF9`orM09Z-e}2>NOYQL zu({Dzw4TZzu=r4Tu5O<3tp#A{0n=LLw^|phu^WwN zrl+P<>XI#Jdk8(Kj`r_%U}R*(t|TI?u|A}=&(%Yr&|c0WV&JcSk8{X=z1ef@7pv_Z_)$L(qdm>QTAO!j{8_5C2Ry=iI$} z_q?hk#-GA5_s0kVk+0yw=F_i4nNdNhR;;q21(TMy<$ho?;&(f5ims2*Gc%ZPWhhSx z6qKm2(bCm^@a8<@I>y(c@3Zg5uP~|%eTYpil^x8|J!wh%*|B-Qb?ncGX{TpFGPpHn zY^`U{o*6ycxN&1tcTXf5{jo!b;PIe^{iRNslg+D62TN;HPyEUf8RBKpBHbT-v8o$& zk7?~%r8Xx?bA12FtdDz}Qgiu=ZD&y2jV{;F@8{XH+jO@TyGNP-i-6Y;i?bxI`nX7N zdPl8IAIw>G{rdIqR-&QHCoPXOWc79AJ(S|PzJDxK~h()ebL+r5vOi_y+oWYJb1`a zdPH*V+qG8fnCDm~Hyn{_?(g@2`rizSX55xFKh00cE-j5I$}}@G6SW`Z1w`zugLLpY zHC1|O8m;rG+`K(^eM5tyy1Lu>Fa@eO$6xy>BsGWbImaeR+kIdSLr^xNicX$9$%KAM zIPvd8wk`Q*>P_c(xTT>G7VLB)Dz-1OSdc$y{48SX0cEhShpBtHIJOKpIN z>FpzLT;t;6B6o|5vI4}Rk45fRT$f->nYx(;1O!%Z+D`|r zNuXLqs+9@6lI;f%ZbS)-w8pUI0s=mT=qA2I4@Ii8I%YF8)*HjE^3dl|vk$F1_N~oA zr4a)X0)2)^%tY~pG7cqMAML_+=YuM~Eh;Md4opV$>aMP? z$)*RKT=Y3I2gS<6U4Gc<%8uT|;&clN&2VwhesDvOjHY_n;j%!|v?cOIJl+W7)hpDrwuP!lI&;C~NtsjZwY) zK85kd)JV31?ew%*b@x$fsGk|pCCQhf_9fcKH@oXoEZH7ZvoLqPM5nCnR#}{<$~`;d zo&-w2dGkh#oyhO9 zp(ntf0?{+sB_$ARg3MjJ9>y-=`nwReMKb&^o0UU*?uOQYQYosczVF!=$?ba* zk_3#VAbyB;Wba=oeR&UEyG#5Po4=HUNPCI@ovJG3(QfLgMdJ$hA!UPG%kT{j_Ka)E zx*wwcrsrJbWrIui+~VD`0`t7(g3?(nfW13^ee7sV^^gVyI1GZy1Q`tdfv;}G?Lo%l zDjD$iz?YU`wL;AO5x$Y`@YvsWW97MGccmtjhI8xq^}3B$3at{-e(?6qp!3#shU=}8 zj+|z?Ypk{fNalk=>|2u}?z1X|L9yCt&CutekWBI9MtVhFavsQ-Ky|te%^fD(KVNea z`)(bxFE7bi-L4AL>}b@sb<{3fA;YrhA48*FypN0*W<*gCvH$0Nwo=tq1dA{4|91I< zizwUTfQPs+ax^Q9K1l(mL&4+nDSR3b5T&XH;|bm3%lGe0GZO=9QK#hP51%{7bnV(T zJvc;$hKBGHx5>!p_E^PgrQ8NA$OXo!MZ)dhHj-CC68%sA-2;~ivOrrXThkLxvNIzgYMP@Zf) z$N=3EkESLeaOyv^PL5FL|1;xh!+9%18I{7EW0R~eh@iOce^ zX>{5MdpHk!Y_KaVc$>5|2dTZZw6y#5^H;0XVNav{-yHbO4q|HbGyYBFUi=AkjTgcu z8>AOzEh&c}tYV&M?;W|t={!k;uAuh#-FtpNzD7T#IGv0?ot@z)^{6+CLwO&OmB=A! z>k2_?8#gyR61ZVtQu=UKMeT+|k2mx0*s&Dy-0=qt?8*k_=|julOA!_ip;OtRFFt;s zTL|9FolQ9MxFElQp62Jn9p?WJYkR9T9Shd-|Dt^?CIM)+}{!sBF#(pK4ZYH#z_$u4& zmQq0YW;7?%sbWf0F_?=)XM>ZL2sFH!U3?wmVW$lkJ(LM9?tNEOfkRa$hJ9Oe^SLISX{R7zEP`xUkTqjy@+O+BE z$#;-0s$NR+?b-7cMC+-a-*OWZ6Bx|`6jwhT`>uh8bL`?kLliD9u0tjnkl{dWy?lL_ zf(Ipvo7Sy_8p=TVR$Ls_A}5@Zni>KX*Vtg~LpmVR<3QDL#)YSU*40Jrr~&DM(Xs{} zAN6EP0WRKD6>;8*O=7Vcdu8g;KJMJq-rRh9qpl-VxlKlmnNri^eNh!Ci4wd50yXx$ zsoq@lL`T66dvlJLB6%{Tb5+~nkuw1zRE@aZYWX_;Q1p-cziE2Q>69qXDjgG9R=EGb zf#{@uEWgMB--k({N*6IFDmqcAAHOY*ms^lQ{Smp*)sH9yRNzyK6U@uxbQ4N^X6YdgGr(L>}kqWWQq7q-`N z{KGv)*8mTczlIe8%6|yP12pCM#Kf;CTJ%Sc9))&yWKW?WY(7a57N2i+t%X+_p(<_DuhrV#Zaj*6Tt)%lj>wk^YyFmpWeCTT-uACTBygw9Te2h4^L87g*W;D#J`Jc z|38g&x&%GJbZP+D|yh&EB8PldMsw#l z?#bbfVvR?U_QX`exC60bTDOi4WRI8{etWfZfb^SsdL9EVG;yg518`Ka>i{uJj>BDe*%WrIuU+}VM1p-YGlNVYwE$lM~6tCY<{d#b{4ig z7V+bYx%amM%M)n=`=5CD2d@2OGO3QX>rQd;25reLDOn9l_Z7;T^71xMP8pq+QV*-P zp$;_VEhjv-p!}_dZRL(M!zZH(TDTlvVH$fqe|{f>$hC9ld!6QgT5IJF0L_8*zXhtS z=ryQTTDQ5B?Y^gS(Hl`C*Nagfr2a#6WNZ3AiUxSy*_|TwD~WuwNim$2-s2lQBZ&M&M!z$uW)T4Z%w1ATb$8?~rII6wtqLky~&!?v<3B zCjKPYa1Qc0dhlsTkV5E6iR(++>xLVEbUI(HsndN?;kyW zd{JM2iH(g-`gpAg{hBrRyu2zJQ}1)pFUSS+M40aH8@Mza;#^hmQL!=T>x;!AINwLu z2`Sz=l}F?Zlvo2g8~MV#o7b-Uy({|T`b+5jfSE{H5Q`mF)Dl=?@O75}yD$2va2_GO zepHAJW4!4lr#Jjh{Iv5|F5QMMDSa0G7cX8y*oi4Rr^?gfINcTY0wf907{y|lt-ZbR zCv3GZ@Edzt?H8_u@OF#S{WGbNJHQ=6^~J=*$P17-div^Bv@r0)ty{O?NmTQmMf?h& zh8V<1GmvTr>jwF_m>a7n1{w=cKr7PiEJ->KR*?FK%PSBFGj@_08X6)Gf-Z)%AF&2T z2O2pcv{N`t+kE7>zm=9AgEPXt_F*?az`k%9;02<5E7jE0ut#$N@&R-uH(>BaqC`s+zEj1c2p$zZxl+3R;+a?{EQ`(E9F5k<4y)eqWlFDlfp8< zi=RyEHo!MBst8#MUGfQrv&Og|M3Z^_`g>>++294hcSjI2NN|`iOSJB(i6hvA*oq!d zi)jHu4wzJ*ZV`ea>k8BXhNXx6B2+$oWT7;IH$If51;waOw_`ES7~4RIkCBlZiJK&* z!O_MjfB$s#{EHVa{@mNBa|mVGcf#M>o1~qUQ^H8_WDJg|m%>vytBSa#LB6$(nJS;u;f7Vs!uN=TE@eL4pfMfx4=|FShlKNUY zbk77!vtzQ*X^){JK-l(r_3BC2kFf1Py%-vyP^GJh`p=&|dyOJ4>NvTtzP^5+MXOwE zTU(RQS?MoG$e36O6xkvfc@MB97oIj`zoS>K>?GMemsBJ} z_6O*V`1OQdpaE`0f(-Z~x5$?tfR2VjLaD${BpCusn}fb(8jb$k+R@R{m)v+?cDTkR zjId6W@b56%iFk#&{_WehY;cr#tcl+Gl=J%0P{2d*?(y;Q+3*jyddYnUbX9Re#1M)+ z>d+GmNJwZX9o9H`H`E;DsNRVLVNc_q(>rssZ!IClB}f{aLwc|qT*4K?OynFyp6l%; zn+WNF1}6*c6=+2eOq(dW=o(6C1#oBHqHui%#dmaaLXTk7O0!-wkUqkIraqHb{txpS zWdY6-e;yRXKtY7YCT7~;@@0}mVqjn(*~{MEUW#O`hp5qaE+TRfsUG3lNOr@a=C5S_ zbzJ7GAOs#(k%obR{Ah}*pwk#t&FFW!m&9mk}_89Or>)7>TP9^8s∨+mR-8;TpDpcWMRe)U3 z2oi3fcuL;^<V-`QrQ5e3Mq%wXXK#+HI&ZyD^G(=fP>g3CJ@i<37hcBMd}hF zw+jIkvUxM7yZKdao9EnJL7Zn2dU~FH61gy~y(bU|AiD=wjQqNVgTn(-R1@?~HQ$1~ zJR`~F6q2F_Tu}36Re34xB)(TC-3{i$MT~6ZFpN#c-@kvewIE;(qx|D7P5Os7djV%D zuAo3Qk&Ph5%PEtSEuJc%VI&xaPKFgmQe%=gULiAr?WFhR_EO_E__u6@Pk5N=Xp|z9 zO+t{up&IWtm0xw3Nm+1icBEWm<`|ND+;QD?cUQ0|7xMp6e6?!hUXp!sQlRbvwSosg z454!AnbR?4zkY23PCo&mtu|7~z~ZETv{LGgmSxC*ATx3c34-tuW{v=a881~mzx<6pmi zq5i69HYodhc`<{jzfQUH_>#DU14jULbB+vC|PKk*+O&=iAbXQlznEwC_)Z;mx zi})>Q4bGEvsY7fE#CItPLOi*CT3g^HqRKzmB;c$<(rpGjq?e9R>c z^l(!0vFv0|oY;=?fruCV%9S}-l#ug#*xcVjL_$shb3pR+kOq$<@RZ(tE&S1p}PLeAkF$k;#FO;dfkln&-fxBra zBsC{y*{;0lL6T5r(1GCEwPqAOqsh)Vzu{pEm0utx=X7)!QnYkTSL69zF)mR5nc&$1 zu@kaGzhcEL7`dTJyJQvbLb-Eb=$^LQxd?aWzU;XxE8dRe1%=K0rNi2`$enE)@(Okp zM`_N5MyJ77uAW9(tcq_Zl*$z>JGuDzS0Nyq2ZenfswR#}tOv}98wy~~nrh!nt=lBD ze}6pWnG%1Y<VT=80go6kdQ0yBVry0+s>hXL1@wIu8J@=T&10Et7z3} zedZZfPIy0a zdLOHz1*>InZ0zd;=(BkyXZ`mtB@`Tch;$X_x#`1i&gmiM1|xnF1YHc&1?Q~G~rJbt`UVB4NOYcRFY zTTYkqBtFMJ`7cGeh+u}kj#!TvK{*(stuS8~W*Qd=;*Kf*5*F3cA{9Cm!IW$dX=O!Y8<{ldEcGCiW4PhY-#1Z1^thjcufdtip385iT)Vj8(Zm*Bz6ePbFZDn!ua~> z>JP$A0is zfx79zc_wG7K$(pXxFC;47=vN3)BVzbgZlXEzwx3$Skc7C)|l~s`SKEclSyQDfMxQ> zzZ9uPtKWjOy@FJ87=^$Ou*3c!QU2|loO?&lKzR2EN%tTpj;N*w9*TR%jxR8Q!Kzp# ztfOn2Mqtif+lSE>L9#zvn5%Hy3QC2wkS0_pCv`)jx=mlMe(zjYBd0}a9> zmX$r*CEsDT2o9MQ8z9xYb?*9_pC6K*{>t#iKYvIS`rmiZcC{5dr2>Jmo9wjAUMpR8 zE?&3`2@p9$1Y#%@7~|p|cirTCh7H&K^E(c>_wT_20SEHPd5n8UZjo3o*c6Tol(Wq6 zty_tr(VVp~C-65+0Qoc*kv!`A@Njx^d;}^d!39JsCfb0T+aXz5I&SYQYv1COG1{qgR_jU zp|Bzcw;bW42ROa86do6wz9+0AM1_nE5YdS8nQ0SnTdX6pvZLI8<6%tz5_!mz?Xw%c zOv%Q359O>9Kw^F^yoc})19&$Q+=5-xoLHl?WYMO=9wfdW5b$yeIR*h5>H$wXVmcFt z?nt+0hU~FP=*nv_5@US;C_Uuit(?;SURqW-2a%M&0Wq>TBKMX@4MM~4m<1(4$Dxm5v#n_P9nF#NBIK-pUoHeiJH7Xv&gNEN*lF^yD=-3|7ykukal#0?@#MWhP9%7@hy2%jYKOk@O72EBKj zBBw%{-}&hrL3Yf2;NL^zodbV1soRHQSs@t5*0yu!&dBLV)NL87MnXx$6aw-0A8Iw} zH9r}Vv~PGKJHRR7OqgV&ExihVpHrFhMRw(Oh-f%tRKY8-cdsh7#;OqruQ|Xx^9vk* zpsEF)d?T0=fKDI{EkI|8rCsnf#hFWboc2ll@boDYydTLS@xSj``|779EzkM0k-k#r zB)=;j7(IKD_LL_Hx%H@KL4#XzD6udktZOr9Jfba4^(cqB|n&3UE|P)BVjF`D|=#O4{0ik&%(3 z{S6X@X^nz|KxJ}R?@@{Ts?p!HZ5pWilMorIzfr(0))negi4&R6hfZ+VapS?u5L~eA ziAgrQA%kvIdl?}XgOslK0sF82$?nD3VhO8EeCz_HE@#i(rTc-;5m?<1#jgm$jOF*k z%MB36L1O)CWK@)9`_ezi7m`i&{xD^}cglQ; z8fvPl&yha90?XT9#8jiZyPG^sRaI4}ZkF?&5gkC~^s#EqUA`x$YHKp9yIJ2UVK1D% zxDl$77bQ4?~;;4fS}4TW+O4?P9{;wLbSMr-jlSdU+`{Qk;y9s%uW^!OHECs z@_Z2KMgcQRAIh({ZE@Gsl0f|HfUvOX4;}Q-Ku8D)Rji zmjC4LDxNIn#}y7!3)`jz2)+y@ACq42xKhQDq92#T(1 zi6u+cVA~6Q4|&90hP^x;x#4=2VQp4cRedTHL{wkMs=EpYR}MmLD*|U7d8|8o$?p|E z7FBi4w4?0?0iF8&a7<^iEWa$>7^=+Iwz+Zgcx-BSB)J;I9G&?g&V?I3Ejkv3JN!j& zTsr=Q)ypIb6}<&_i_y&C8GZNw0|)U0+M zi_$FxG&zq-2zK1@`VPZMZ%9(R)wHct%HVmN4iMQRzaMezEjRL*H_13V9{1Sd|6%`{ zb>x;ZsvgiHTWF2$<%dvs;u9-uX2{Q_2;qE0MU07Ua9NnsY*z6e?foT$J1K%a^8tjG zTOL(S<7-#Q9 zs-^Y%@@&4Rs7@$X7k!2RP?OR#cZ`jVNu-ZM$1R7l9gH%WWdEL8*2^Qm7s2S8;9%6B zSHl9I|4@)Hjp`wfa4N`QFlD#Bkz!OrvRYQd@wBEn+=?84MI{b_7TP*FITiP$+4rqi z)A9)QJD`eQ3+qq?kVf@ zF*AS5KID9T)x}#-W3G)Sr6YpEBafYuc&g^N<47r4U}aJh^;%eL0aESxhWe%h&bTc+ z9Zl3B2C>$sL=D7}I}uv`6UdwcttYU{4b9f<10#ygo*`vQ^&6etOK|yX?uM9TWXpvtTE79u?}CO` za(FrWGf03}K;>~GX8s3nH0Pn0T?YMxa&p$&W{E0pu1tES7g&)OnXhlS!jJm;SH*kN zq7C}^1SB}ge^RN7Gmcjw9|K@$aA)Of$$aBICq@t%m7m{L?8OYj*3xOaOj zPrj?%ITRipy&HLrQk=;bf&z^eZh&JMFxBO8mP?~O10=)_AVi7JcQ`T5DTXR|@|_ZP zdga=9?^Xb?voK*Su?srd1I!gr1k5tVsv)%7A9PxZd!T5r#IJmhV<`UOR>toY0#m<= zQK{4zX|F^@9P_bgaX;9O!w>b%weT{-A|kE^Oq}QQ-H#E&A%+_PHRK(7PX^s0Z*}O+ z3U%`Rx|gp1_uKy%4UM#<-`UF>AS?!AS!@MRJQ<;U65)XJh$v-@*G9!8lh5pmKfx4l zolPJcS)1@qrWyvE{Xid7|c#H)+=vIV={XXn6h*bLI2=6)vp`QlKlu=#Cgh?r~Ta1V6sjxWnOOQ2iL)x#?M6@T$4*%kLC z=*WftSgvYPP*1vc0YYcZa8Fu)DnCBy$?jE z{SLUJFs(dux_n`_e2YVG!k)N+w1LbiOvq2wI#O_cZl_n5c;m7#pVIbRa~M0W9sic$ zGkpj+_>`WB94ETq$2B(e_~XGZ9UF22_ZbvDdu7}FaF18_U@oKi*f~7Ygp2vu69^@s zO~I~-EFRL+ox9cJxfmq}52e}+1PQoI6$5O`6Tt4+E)-k{JW!vXw)kLrEb-P#PQR)s50Rr+NkEb2a4 z<1FE(gJxRDrUt_T6b6ZGz0!z}%NQsJ_!7c$M&vgPLAwB{-%ux%R8^CHae_t8SOa@By<|coR#m?h-b^SiVA{*I{`1<~RDVKZIQ7XG?;lB*I={NWjLuI9G9nQCAy3c?80w~0x&+T-J!F=4klBsrPq}xUM-mJ`Y@*)s;0m?P zV_iRZAWe0PaGC=cUqvbh+EUH_YFOO}Mv9Ddl$U=nC8856$)qT({e3G#u4;fEDzHZeqQ+8Q4{ z(0BLL-V|=&yi4;_!3$#8KnmVOxv~3mYx(dU&RH&q4@C>}jSCI|o=BM`|2lik3LC3! zY)?d7Tw_zB=5U3l^MR~sYMh32uT>ysxPiksvlG8IKs?9u6Ryuk=mY2a} z2?9RflVLwr+gy(gzYlt;iLiC;)v&ftKNRYAIAF^Em@8c59b6k3Tw1i-6#IyuTmu-Ep#T%}O zC?djF*JlNxymJ>K?~(M`8fj=dd(!0Bb+swgH`a3e#w!K+$3ISR;b}4A}EBB(AGwW@QF`+ST1or25obmP^TdL)14! zm0V;ztqo@_0x@v%-iR-CU~GyMPq6z!{oj4z19y$CixW8gFo8ldnTxPfLN2>@#locL z!V8D~6dt0^0r!7|WIHe_X!1YB*vPum`Go#YQFf{J=j#^<#(J*5qY(GyhtUX#!g~__Cxwn?Sp4 zj$)y|fQpE9io6H~owpu&48HJyKVLvc2 zNxuo;&E`0R3EQZBQ_&ec`!Y`6m}aae?;-VElinr=nVCx1djvh;gb>awJBiF_(+i|_ zhKT%RCoc~=jF&^^G@oj$flRxh;~(}Rp@1Lbbi9(LIcWoWo}~GcN*a@lZz=HwBTP2r ze^!?A#3vmEwFI9ThR-VvDrrtY=EzRVgC2e-cOV_gyDdZDBTe!3Uo(BQ(>WW^R@_)t>ZwE&d>zqg*IH>4%}r%rAUkPFzefxt+l` zTlL6)&l%Bfz<((BcK-WqHG?RMB5C?(WH23d_G#qzoJN_enixcLv4>rdmH&0d^W!GT$RY+WK+AmxyJ#sty0K!{xi!A|4y01}qKfmfPx?gf;j0nZ6x zW58SILN2QdX`cw?5hv;y7P=8Y1Li^5CYscgO%AIs38b)Brht$bkJ zyhA9A2#aL@#l)g~6|LZT^|a0`ZO=xn>xaS9U!v|_ffjNh-S$RQN^*m>rdb+_2dd9s zgw}jRAf?qCEM1Uj@bCr$q@AW)5nwF`l(R0JB5OE(BP5?7$KgU~82mU7Y3Dqd%h~?Q zvaArvo)?}@z54$9F6OA#z$%p>@CY?t2vP+BKXy3UeO^Z=2!!C%%Nc?c(CP}`dP=_} zLT6*MAR>^@qheF}2m{1%M=zvo+EI&34W&o?pK!`ZpE+|Ttu>wOg{0$9)j-$6&_4-2 zE>_3ELZUW8_LD(wudcfmpLr`ouwbz|c(agkRXFa12Yl3gQ(SnsoSog2Lq86jie0^S zt;DV)u*P^6?W7c_=Ot87^YSiom0l)1D*`Vs;Fth?CsHS$ZawPFT`oCNqFTd%^Nv14 z2-9B1Z|rbX-o{Agza$qn)Cx|3*=yV5)D6Y8ZwGWdZEbBF<${h^;K8n`)95`tJsXcw2RQ8|%%L}Y{>1p% zh3zxRY?`xG&Gph<<07@p1Iv?{Hhd#M1yZ^o0V=}tc`RqS<(I8t`}8#t$Bc^*v97GI zPcN*+5y{XGA1oe>e+0XbT$mlH%itsrtW9p>{8=gC%_7$bvirWj`uq2%Xv`oz?_f8| zd!tcH38W7m!N(72#%L#8I@X`s6Z<>?etesUME^H=p1^0&3(O~+6{M$HKbbd56RNn$ z1lWMsM%gsWTjO&X>b!o?{aKh8PfZ@V(hy*p0oKMVN$&oCr?N+#k(}xMNHk|}Zjh=n zq+3Ta2Al-I10uzT@>qPhv9rqH4!+=z{k)BcA#WaVyafH1@RS-?cb*>!hFzAysk=ds zG0~!}s8rg}{OrMwcVa0W?`-0}2*f%IMs=&U#Xpi+xRc!>Ge7lecF3pB*ugXsTKO+@ z#yb1W(9WK^s^Ifxg#9J$EX<%GR8?1B0XR!Rl6XHt=Fi36DP8rk1^fIT`*AVtdjS=Z zkhxl%;N41?e1vk5zhTg?|3nY8aa!TZNIng_z3zNgVD0_dq~Ap|{k~atJK}EI?vSrk zH$L5=)UjJ*w&TIm%#nJDsj*buWa@aW@&rS}NZ*Ra4GG{WcX9jd;y1sc$`LzdPZ?2I z#~wzzqn$tB{QtCf=3zbW>)!t3mP&@oEU`>05v8PoQiPPI^SayXJm);;JlA>7xt{&kbM5`dzV=>=`u#rN&-WhQ z_xpaoJueTSQO~z~m49y_!DPX{B%2zNszB1cCPZJb`P3xA3iR8po7A89tK8Rdu?|;;#HXCBo3vK1jUwjfnE=O6w*jZN=sT^sbTT!4SjfYr&^*Y%5j(!0#*1+g0wv;6cq{15A% zo{lw6-B$wh@BuwEuR{6BVg2r>jp&!XL&x{``ulyW@`GO1UApw-tix@cwEy+`cx_pH zn<83JT1JqvUs28#Hxf4KeO2`C&v1@ELEYtYQEt8yZGaE z4vXKFl)PyC)PMh7-M_xu{U0u%B3Jn?#XMi^e|lyooggH5k$;X-V7!GR0=8o0nR9vZ ztV>LA&{Z%bL`_7k?^nhlMgljLzI1H(mZ?6(V+L~P;pBtb^px81Ib=aQZv+j)VcXxY zzX0!N<+s_5$<_)uS`oYV9|R5Y4yQ?5#%gX6z~LVaH31F%Sf+Qa|FFr-1^U(=4Uq$r zLFp^EQzuTiW$xudDN^ki<5j%bF>yY8mn1+n??+ahb*-iNX`-y+Li6AYdn)n53V@m@ zGYSX>no}nX)3r7t_Y?i*!;O@_)V@$=rf-=GX|Aox6Hv|C3*@5kq+^|%bo+u8$8JOE zHa8mJ`_ea`#v|BluhzolzXJhTKSoc7jTb%E4Abbtcj&P1Vn+qIYv3P459!X)O`D!v z5y7ur{(GXz5V#qDmT5$~6*m`2dF3JH)n6rt-P}Ib0Mp@bvh5oZ68_Vqa<@+Pd(VJ9 zFpf0*iVwsV#*+!jz*(gOe>c2TdajiEO)AHYt-JrKs=3PP(gOi5oyIm}7)tV&NuN>j zGWk<4-o^t6c@D1MRf$4`UHN2cH0N!@ddV{>0}GnXICW-{mn+Hl!u^r@68fB0erS10 z>G;W$nX4w2O!Qgv?)R8+)ES=e|M>c8-fc$ivT9@CHn_6#UE+&{#+MzL2Fmx~ zmJd-!A<5Hs&4SD&wZ7xM;Voaz7=cH@2!ROyLonhIkZ00 zJF!x;TX*Jy*5Nd1pGGuxZ>4?zr^8O`aBk*r6otMJh-Teqsm);@W9Qi9+he5L40oXw z@GajV&;6OTlHIy!zjw!F=CI^K-p0tYEQ5fI2vI@G^S?uEc^f)Eh7#-c9_3CiTG;rl zU^03uUoIOv!Q}04QVUt11HLHoj;WcwmJvw7`@{zS?H`1wBj_Vtu}6G;97|n&jkA3k zn+jfY&&<81e1z2RSE<;o6MUFIb`Rb8bCe_+J`YDl4fCEKY3T4PHCm)E!p%QXhfAEG zInePncA~*45Wo$>p`hus-6QVbzc15)Syvv&C`Dt%v$?}whxDw-h+8`tG}VpaftD-$ zK_)ZKvkF70?BzJNnY=s3t(2K+5^&C<<~G^+eTXBiDvJ(Qv2|10q*woudSj&_u> z=NxI#X8Sy{0#6(nF7s%{4h>muIU((O8Zi`}4G6|))#k6!n16}=tE?mTtt1w#_>KuI z<$5DugVhE5Xh;y*?>fxv#yG-&V#Qe)NMHS9*f=ny&UB_o@9-QY2&U4|7OyJo~wN`ug@84(q5Jx%@4BrDxrX ztSp2&J&i`X+zC77aA^oS9`nNAB&O6YmY-I9U{k`cnNUmFAUl>Z@OLR1}4s{!zc#`CNeYex8&rtd!9BX-G+)0D}2nrAn4N@K79NBYt7t`Wa{5ZtmPw?wV9rB zWaJn9l24aj)fqD5bSrs3Nx|Z3+Jy z>2@A>mmeIQx!J6t&f7h}vv9o)7=f&C9ykDLDsR2&jG^?zPw>Qwg#S=jCv3Qe4{aLGj5ykw&oR6J zpu@ey;7m8)kk$WX^-xh(m-ByzRC-%i0=M~>dB>zbpn4F$9RqJqAcf0Jgk^Y>{)|~{ zG~mkuhA{@tq7l%`X?wQ1?YMCo}B0>5wg_qFb@E%y=j18 zPQqIRYM<%m?miIqwg1;kukN!in{6cX!wD2Q@`xh?BXoo!3X{qklJn8irwwJ!8ZmuN zl)Ri3BUzJLCB=k{HDo#|?M7`$O1(SH)nm6gFi;v1QWiNM2y+ku59{iU6Ua4=GJ6S3 z>G2ny|8G^nhbF>(8#H9d5hz=+iAo)9`7!C+SCu$>Xr?^}4xId1D#E#*Be9zQ+dTiNfa z`|^bHBE%cW1ulCEJue$d5Cn+6SU?|6gF?)H&G@1Gq6e&7p!az93*NUBE&xtoa8|mF` zjI(z#Ymw<}x>@aYGZ(~?4Q@9XSta9EX-{S*`}-n%-movA3|6k6s4UEeQViR-jmb1>?NPAUneNWo3 z+E+B6iPdYIR<=9i)EOxFr|{ZbRkJ%nzLa}sJ)~~?HAnr3aWeT&KYF6xZw}}_JB2X< zbT{%O_LlqiM$c{x%7J^>V}9fASd+EHRNra(vm7&*A%h1WCTDY%_S`e**KZ=(7@}Q0 zA1D6e;)VHN4qd!x(vTleyZxsqBV8erCf649D~f5Tj`>8MD-y&D4cFQ&dj5*Vmj_q% z`@;K=L&iPNfSMPP6X*0wqYaSKK&SfC;00_0%J^(YTtHpP%rj1-gce{*-XF#&-H3CE z{HplbJ-@u@w&v=-LN*kxq+Py!&4}7vE4{cr+TfEDp_%av`H(VymeGLl{Dn}(qTUbi zH>(T!1w?h2XgYwp!Kbs@;=2tsPO4W36hdgakXAL|w#E*L4}2Kw`dY0Wp#l4A-G#n+ z{CJu$pBWMiJ-W}&P58s{r?@f>M2|q~hpxQfdpzMlN^i?a}gCKy`^utWw6U zv(WAIW2$cSJ_j#Zm;iUGi(+B~+-8qKefSCwnT15AES15zj5Dk{JM5%Uf*ktBtUlk& zizSePv1Z>U%R^uM@qxbii(?d5)OPkkpKraY;YgYHcnb8P^ZawU#-5tn=kVt-6V5XU zXZPqfBL=;y$@y9VQgVb&(mGsD(Ao%f5b5@40UefHe0#(cQnv68xc`GF!}YG}=42y`d2{Xz881?#C0YIvBt8vr5ZL zOzky3ZuGCNg0}K8T_jL(1=h=bs{wz1yL~hv&1mRA!{v?$LYix^PY1b*;>M9c`te zjHuCB4xeXy=OZEuO8BVAvguiT7D`{GXfgJ>{bZt9D4#$GycJE1(F)>jUI)cEkXbSp zRSiUmOc~IkGV^+3*&!>-#6Q5J2DsksD86;(t6L~y?OMdzZDG?*vDkT(gF|=G2*>`y zFk%W^jL}|RMo23TSn_gcv5yHOFD*>X&P4CbTsY{VTl|lPhPT8I2>l)Eg$~FljGZx~ z3*)K~P@Y%UQuZB_wav9ZXg8f@Z{Os6#H+}N2xNY`yTx}!qyY7G)rTX!mmyLhOVvVMFfJRHvgpWeB$WS_Nb6i+*wEkoXaKUsgD;ATRH9gWecRsU`%azaqVpjZQ-3Ww!`|w~o~_8y6QutV zAj+dbx=BR&NI-Ok=OM0OfeE@+vtqwz3G!HM?01S`V_10WL3mA`V3~-S$-606m(~^b zrQ5m=#z?wr9X~6Sqr_N48wspi$cVL4Wa$mz4or4%kS$}PUlWE%x5*&CL`7}JCP*TZ zqQ|b*xWhS-kYpn}Iy$;PGD%%R$FSL#9;s&OQ{(fK+i;euc_bB@o@^RwH|2I>$k%)N zJl4Fgv7?A8lxhkx z;@qn;Xx$=q9}UhGxu%U}CMLDTCdTgDPE9%P5`GtvDAb1fcMYvdcdQSBYJCVc-%tcd z(ap+z_wHvHCHasc2Y&V&F|zi2Qu8`7eBAThzM~^f=nJNT^@xKeD?UXH0s{Hdw^ZoFm~Lb{~eeb_BKCX znH@}oSk)(v_|lQucQ8Rjnf*UeuEj`!PrzrI#8HbAic|mn?0q6Lu`{L{eht9ShQr%b zmSnc!<3|iUR=RTZ=NFR__Lu)nt%<0xjVNxZqAYT>mp?xqzi{C~S!Wg72t-qAfj_VB z8?jof7tsV~i(Ql?sDqT*;%>d)U|m5`ktzaagaJ{*jJ3PIaF7_diHO2`+8io+G#U$$#2e6UO4p^Ib?F4B}z0xCcCW|8QlnZjEs)<#ld>#s<9}yD!(X$set?ST4Z0QnVE-?uW2)Qr{u}tMZ z2q4=Ybv3(tZXFJFDA*JvRv!#0?yVX%=FsHItyRZI&0n)-1T^zLyQ+Sy^9XJ$>Ra3o z*RW%suYaS=Zgyo(8$J!8Q)8rm7glK{C>Ho`*tk*la*Y)4pJ|;ucdk9Wxs>N$t$cb< zUh(DP+O3Vx`tXzk$;q0a*Vh=1w%Bj*C?0P>S-YjW9y+LNE73s%Hqk~UhUTaxnvP=T zAz2T`k-Gd}v@D}Sp1Q@KNlYAzV@9;j)LWqx=!cFRQ967xq9P{dZtILou-Wz>?>-Ozq0h~(L=OeRO zSU6w3uU?z0T|-r{((vka1Azk!gnrc5A5A-ZG)0>m0o(W7BGYztUMY5AzVvwARH8_S z4ng;H$4BlL6HF{b0~3~+AANF_1j-{;m^|=Wf){`|ZlSRuTG>HCO5#1j??91mS9yyz zZEn-3OrANj&-NDQb)VVv+HtDA^Y!@$8$!>W%>3ef1DFe1*bHsMLYC&s{JiJJIGarjAnhw&K{E*Te$65f9CqpC@_?3}N9vHR}SgTtS43fK(jiMtjL zr3+>Ztu=-QBDFCWttjz5X>xwL72j*rp+~74J%J>IhYNob9e)+NLu@$jsNMh$Qd&51 zZ6D64<-X zHLf`wQr0nL&>c1`s;x&INprclDD3#XaHaRI-!iA$JS(k%`I6 zK^pel4TP!F)NNfg-eq4hR^&1mGJbg=BxG$@SBpjB$HgQ>bZ>}Xiv*6$}{Hg6whwY^{Y77i14#<4`IOy)(aqwc>QeazP zcUro`7YZ@GyFw)X6n6@4-d%ElB}%b;COfiLxsINJZ5ZW+6E&-G{JnYe@ObCtlxIA7 zF|09v@hRxirQxl$Mz-9)xbNg`lc!Ht-ET0VN!G325#u&63%u+4z(Nhxlhi-{Xifj; zkkz4Ww%$)pkGdZ}aG(j0-Vcz)l_^l5hK-7~6PIM(r474wb%t*Ho#I@rl>I*KZB~o$XxfJV_`ruBka`HdWFrLI`zq0@3=Nb>k^FWZrvI)Y~zo& zr5+f+9gs&fi74<|Q^T%D8Xc}kkCXinCDIN~WjxmNftBx%z$G_%*3VOdiaUQ}dW+9^ zaJ;+!FN-%T6zxo`El1gA&I4*}lr%CmJ%dCBe$4w3OduK|!fC||z3W67+67WueUuwc zpSv^jM8!zHHI`~VU9|!eEYA}LqAwd68%sq?MNu=w2hK!cwt zuO@Mcs;|I%eVWTPu}E3k+=d|203uhZ5sJ&#O`*@l}H-DdAD#!EEV99YWDWf+L}P)GBc&^%fW zD;t|u^3L4X;ntIEZr;2}fjH@829F+bybWAbNmrl_$c4>goGs3PG?XDYETaaS585IR z7+sV%t!`mK#f$LP>pF=pyv=jV&!48*+5Lcu2(M1igrgjFH*siz11&1Jl851T2UBOG z(J#XP=T3}kW~Aj;tnGVw+o(d;N1y24vGsFs&~ibv$w9Lx4ny2awhN7h83qSNM09$c zpFhAe$5ggRLN;$6g>3`Eb8KhMLPE_BR3p!3_#F4xHTCVN}6Ms$;z5#r>n zw446vHW=|Z*9UsESyEb}R3gf+;X8Jqd;K&0drKs1ZnIgPM^``{BM+MQCSri{!#Qb5 za764YySL8{>v8cq4J`>w4f&Qw1q&$p)U-udryr6jmM$*8)jnq%;Rds!4QVdnafgo{ zZ4og}7cH-Tjsv^2v{2J#HP-;}Z_Y9{eYJzzQXKFPv3anxwcUyC*v^zs08*Rjd~ssc z$9^MtPF!aO;4_bUmsBNX4vhM#!h3UZ5g+ITM!35t9k-QQU7T|dCM4Ktn68>cL+OaZ z^3OzYsjc(gzcSHi5gPN(M#d*g} zCKB!SBF3RG*IYYT{$Wl|&JTV1SW_RUX=mL&`tF_E0OUpU-oEWaHK5J0ig7Cv%AIg0 zc#Q;y**D{Ep<}kGTQ;nR@AoriXnE!3{ZOecC?PkC>J&a3b2vAMqm1a~=-m#CD5Ak3zULTg2&H?a{~ySexU1OQ@ouT$`!?$5oNz-Gnt9tow zr#>c}J$sey?(K~7{6Ab(RRoga8C{-v65dTqD`tXjt$9uRy`c6IV8Lk=S-X@)YnYZe z!lvVfw%CQ=WD!ri@#xD%@q>k1(6<&JFYmWfXVoyf2PRt%a4kRLO);0{KXffqz$?q*1NQ>Pi6{O5Gavr zMzGh28qz&=V%ZPq?XQf5*d9uDTeBRiM~LanzHhPF;@?YRhgzTGGCu7v^zP zug&2;bzgSshFN}2C-v_q;NTIsV_IuPE_o5vW(~8o8Ww73OdcX8q|a|YE>8Wh`nfTO zMoB?8ZQ2HEj_Q%b4jRl{t{o-};io!IKW>Y?5pgkj_LMi}<=dG*_82xyo$;CpU5dCX zz}VTaSS4i1fcRMk&Rb}IuDckGQfsm!EtrKho;0*jW$7P?IpT^y6T;=m<(1}6MLf`; zLjeI&Q&UT2sl6cFrJ(+F-#&JcUG)cyg(>`y;)!}i$=v>AFfhK9fnKYo9&YVAG1M zZ^gexMWt>2ale5k@ZUj?k6 zMl!$2VijctZ34&C8HI0!g2$%FiZtH1X;ZqU{kYPlb-S-xc3M7G9zY*VD5|Tg&zYQX z-VikIaCoy5JlsRTP*P^nCHjYz4qb18B@q1Uxk&Aa$RlsHszNL(ff+>1Q1RaVwiM^o zsA9;N?z`N-%68=XkhQB5f4FlBz+%+=+m@Xk4!+YgkjhD$W2bt%oHtBA=CDqJN&R@s z6a&|(yMRw}kpr%{$V*GBN?~MyW+r)8d^-Ut)O2-qImt0VCZNwP2u!dQ?~EzK=&h~A z9fz<8cYj!Z&yu{4mTo$9qXVP&(RhCJP6)YpoMr~=sXRbQg~{z|o(MG$WwDaNlmST9 zlbHHo_!43m_@T0LBeCk#g{E1rgXlZvv4J7g8hVDHx{ne)9X+znH)B+)6j*5)K^!9r zn+#q*T}|6$gm?cH`(L$~kp8&)TNZF{GsxdW@godyufp>jD8Po-9(sgT1SwGnq;ob> z&loU6N;Ys`fdZPUsN5a5jm`1#Lu{|?d$jO!-u)nJ{ev$KIftot?wqN6rxp~zJEq=+Et&9#L`Hs3a5O)eA%z&8E8)$4FIj)DWcjJm3!3X~4!+Q* ziB~LreWO{`w{O=7Q+SL}$nQ+f+lEQ2M}O)BWdpD_xE4+oor>9J$~A>PSjMn zcnL8iy;DDk$`|pyn|!j5vRQlh{k=U&GsCPc zvxQS5w_R{(q-HO_TwX=hB)5Z2vNIHZbov4^(#KrzDripp`I!)$N>i;^GRu|o@np~^ zrI*pbfuepcB7lVVMx#_vW#%so3Pz2zhlny4Od0lVA4>4`2yoRGFZeO#q;06TQFMLr z3}8PU4)`*JlfU65fk@6-uYz&>tx<8AJqh^ct4FV7v6fQk+KU%8M>5)uQ$IcK@Vn0+ z($1|t_)2y4>eV2gSOC0cF`=ZR%ba9?bz-&h!?iYJ$BdZ=yGDL9VYrD;tF9!9^Rr@W z8en!dmdb34tmJqNLvdhN}{2@6*}0?VK#_$!&k%d?*duE!f5`pYK(rDu@CodZPxeV zp=R0_cNXcT2NFsrk!?l9T)fdJbWQ4_L+XciacTePfh%1vqg2Plnn5AQx=r;fK(ntY zatf(7uU6LA`ie&!b+{Fd=Yal8GWxWyJKg`>k>S5iu~~K~yMeSQ{$}h(h~2%hLoe)@ zTXtW651`(e<#dPe>E`xf)x7QVNcmj`%xk*-Cw~1!ZN?>`W7gyOt}v%eUh-#<38R_6 zFi+PEWBX|xmf!5X>|(w{%9qPtzkm4r`37LrBs;r}07%y!KdxA@uUEUeTYLeE__*WF zai;rYd*_7eCGH3h$KN8TwA6$3T2;kr=l0oZE4493+56N3q>RZ3=oh~u;>m+3u#a!q_LMMqJ&6;bfYvcWubtCq%?|j zsdRti2KPE=pKpKX->0tszpnq|a&KA0`##V8-1nSgjxpx+ft<{l)wJ7aDHO_T@v|ot zD3m2h6v`sC70d7y^NwBH@Yj;-qT)&`@L|8=@}Kzcl~>Q6yH263y+Hm)6D1O9K%wlW zh@U*6bi==|$wt$&eRl5W*s9&4e}+bdXABm-q~G|ShxNMnk?YadPJ}$>h`g`R8CEAw zljq}%Bxm+HgWnw#DG`KeJQ<=f>6Yn$M*AD&saqU}H z!c>;X^)kWJHbK3)ri!MfrU|$j@^SmH0CnLrN~`S(+yMDFufIfX;j@F>iw-P&wq+a5 zriIT|xl-sBKD&3?dFjGuVtex!&41<`vi>~H{Ac;)|M%to4{O(Wh?SM~uwM!7%9WYn zHik8E(dwy&b*UvmB05)+&(Uokj&Zp!`ctk|=@b=8iOxqu?msh{M^r1m*D}|Dwu?|nbS)lat;igf3DQ1s;*=rIq zGBx{y>|Z#|^y>T?9?rg?mC>V;_^|M@!i^glM~%M(bLCC{I;xC^Ij||AloQXdQ6NSo zK1RrHG|IT{Rl37KbB-PR!Gm&Z1%Kq51Wl=5DtPoXGBQ%zaiaaAkgT|epPyav_2KTy zGnPG7pPwJPH2iLZY~#Hc3MIek)<*25*2mW@EtO{`M=a-N##%-*b8>Q&^Bf&)?CkI# zLtzmSJ-vx}H6F6UK7&2%^m#WIFYoczar_)1?dPwB6P9tC?4|r29xXf7){0Cged?H= z6Ibwbh^O7guxnT1g}3*jueBAhX{5yo3JFz*iEnUa;FYPXt2-6rG&?;}R8mrXq)bpT ztZj6#C9$>j{KVvBQB#vvZf@?j!@0<2G*nCq1=^T==lDv57wQaFZ|p^(#+R)lHhS&pAwuRxe&FxZB#=S~*c$ zi!1xbt;ahAo(+y?8;MvCH0}vlj;GL+ad#d5x;D|TqwM+f)K&qTUzhuvsH!IQDe`53 zLS9~8;dkyVId$@+ep8mEdXBB-O`3WgT&Fd5mtjMiNl34_ghWNCn{dphPf{a2)sk44 znt>*2s{ZFa?+XeH@g>90FYcO57kcd9xMfRJRh5!u-xqnj{AcW^;R;Ev=Z^l&qmiU+ea_vMf4Y;N4>8f$T?EpTPnxOsErnVmN8j*j9Ps^mG&cw*U1o3adA z^KVMX%GQqdH}L2d(dYblLznh4^o-lHhYuevTD-Wuw>S3DqgC~_ zrdrfwM`=JT9%$j)w_>t_KkvjS$3|eOx^WK`MPBS9Z`X=M;UQRk;5PmuN1jSgbu69b z8VW`3@ch32!(_CtZjI~#&oJD8;hQ@v)zgf9CdUSy-rBrMPWJNj49l|Y-DJBqv9VEe z>GI|5M~)~y+{EEtZJ0Xp{@uGSAHBfOt*>vV8r5=Yu<+Op>*J6aRz=C%PW7jow7q@v zhJM{Txu_uth0~|+ZQ|07+r*)+Kh#mOCZx75SS`S_R?j`>hG$$SLHc5;f-YM#s-u{MQ?@0rca+bbEf#> z%dQgMmK27$*4t~@`1mr)J4@-}8k?Giv|cLb+S@cZaj7L8?<@_de8`pCwN6`H0b!}n zv2@VaSBiP{E@4fDuL<4${MUzZsfLro-Bw?{n3gVG8m(6rsGeyaUK%7ac-6Ss?rK+g z2tyz?wdblhk}USsPYiYPI80hN{CvL|3l((u$dUe0gGs~(I-as<#Ym>QMrDxqEqJ+$6c0 zPq}$n54PmBFH%BWYMJL=zI-VmA)#>g?4QE3B|!pcc!{X*?EBclQ^6{<*?+hd@mN*P%o5m65VsN+!C+&%BU> zaFnvMvt5R>el_2A*~q@Bn~y@dI(Bg_vS+JOdyyCLN`iu-;*QBQ<2rN6>$~`_9(NzE zQk3N%c0e{c2aWrS@y6nGM+FnFmMmc&p$3+!P{bg{jJTf1cM-9hwYOt=F*E7 zFZS~DGot(KvS)D9`}$O)%@fFHSFQJuJuFj=Cn8>Pf0v_vZSIwlZ8%LW6^%B2u5&!c zkKOnYeA;!Ja#*H>7hAZqGi3+g)!=gWxAkczvCCF(BX3*m&6VD(f%x>tAAeK@pID5u zS!(rIFVN;Rp1JSA3%8oazkk2Xp_!3XJ`yPGppGQ{P|WVil?WV__KuDSY!Y$zd#kqY z!Im%aIdX>KsPR?4j{5S1V52OPhNIL-=H`zGGY5Eid2@ahvDfE0<%v1T$jIcTp2co* zk5Nrb*v4Z>KWUGJ9w^|r!{W(*y`u{ewhEbOc+hFCAFQb?r}&*hw)#K6y+7qU z`0~R}MZ}$>rj1b_b~$CseK>%?5+Gn*gF_y#onsq);`Xw7s&%4DoEjr;>Asxdw|5WJ zsaEmKvVn0We!K*Me0aR0vLak^WW3GI2q|_=x_U?F$ESOLjg6@yHB}+^B)qg zU{vJEN=rwlhydPG6CXP>HP%Zq8+HV(gERxTesJdXPBw0CB}Yfcp8C{SB%nx1Z%$So z9%Vd$a>TDhEvi-Bj&!}UodH62DmivzoK-dy%JIT{+5`0149fIdw?+#)OeS4mqqL@x zsF6E2YlpZa-CLVj3-pkPoNIv8-19l~Os>-)ebs2Km8`66ycShu@v>Frr2zsw*E^*8 zzq}N~$*l&kQ~0iaf6WfI&6_uKoO=~k{$a_IB`mD0;`m{?ix*!s+jQ=j`SEt`Hf%t5 zclWASx{}nN1X?0H&~M)!hbO?s#wJl%Sm=91@A0xV+gZBj2E8nWQVpvWE?*8~Q;G^E zL9sr?K>g*#yFFFWpEUbW5&{JcpdIX1mG0vf%1fW8LD1x8F6}D2!5mfNPCnb=D6s}0<`)DTe)w=^ zhk(_AwCfCYzuJpOuu%-B$A6Y`0!ueuSfaMC99fQp$^xeJcDT>JjN)k_GB=%!&=KyfZ7a^n$!R?@dkTp{{_54F2$_Hw zfCu_we)San5S-E;{7{8aVon6v1+%lWMMXsw$ZjTni7k@2IUdL98!5%-!9rU5>Mna^vU4 zQ>RWL1W4oj_|?Rn3q?$eP%AaCVD=ElHd9YG4M>*6Qp@D;RNE&fBlEbTvJxw?&!j0! znL{J3YIwyaU)cO4uDFC3aP->UddLo~mh?9pzPyQDSXb*NZJc5(JM`-xq;j z>honMMeU~YB5ZDQ&fG05GaXJmUXX(dGCctrCjH)AIw~qE z&t|8GWVNy^!~rR?%-bb?=B${1G3U9qp1wt`g4o-N$aC%O?YgyrV|;@^6(s4nb7Oh2 zM5RYN;?tXptd+f)0uZLJUAsm~0zpARm!BKwUuU;g_6>Q|d_5K64{@AY`^@E5tw)%m7RG;9mNa5tkJA3x*q2)2t)bvM+u+T7ELVi6si6mDXlw;IY^otk8*?oEc zaC7^>z(BcnmW6@FTuGF2?6a^~o$apMc(NuINjfJb9mM+cQ&&-z6^t!$X83BiDBtym z5MzIHj>hd}t6$9sySU${^zQ8V`Zc7l&-ngmT-*V?%tyL>qyr`=r#U~aq$Npe2gas( zC|4cqWhoi!bN5pkSF~)H(`gT0V^qYCFEZLtv?nPja;G{ zsiJUz5L-$U9Dt|X!w_wbh5oLH1(v9dCFMFy_2A4*0(Kgkpjz|gH4DVnFtJ<2xbQ+p zUM^Qz$%9=N9vRtSx_W)3a>erlkCYeXV{M&Q%AnV zk$wLO*v+rEZ_m{!BzDRBYj-_k@{wW|R{#J(A-!hDu`mRC$*inzhM%4v!U=o|2sT_U zw$=bgzNayBNIGaLGRRQ@Z=Y(}t8(;@`Nu~u;JB7!0^3p)#bK0O8;~^*$~fsj!OZ9E z3#>^7{}Q#UF-SB5#(UOMN>w7HwpPcgmeuK!br=`HH+}KVSlnzW=VHpQR4lA0S;_p} zE0S8dZP*jZ20_H&&)i1IFho#B<+(0a3@41Tm@!}UC2ODJ3I-m-cg%L=1)cY_vECV5 zv*-Z5UsM#!Emrci<1Y&}4n7^D7xmPHu#5!r%K2(|!jc zd8J!?jQZ#gT~wpAw6ug>08$Llk_kD9616eonv0v8DmHz9778|00(?u?3K9^PBM)vB2BS)F~``zHtkib!&%-GZl|08Ijk8GU@h zh&`iyvrUS*az|XxWJg(0VtKh7kb_lKZgicTEDk!8CK`-a4*MifzeQnf)7u40 zpKbm{Pd}PsSS?{U+9!XPcH_Y1b9WWwN{|d*#i_)iR<*i6|40W+Z0MLBC%gCam^C-n zwFhrmfBy9kyn0dbxAwlnzbxf9oAufwdFR9rZI#FFYMPt%x_|#Z$O5PRl58or3`c+d zeCp;_wj+VCiIjmI#^2U7>S6;jJ$%1s*REZtO6x}gM4Ys7(?_T*ToIy&1s`%RYd7EKphlD>GaVswFiapM9s7+VQ@sn#P*3ZGBR56 z=uBndP2cjAQIDeHQqtFt+IgduhVUgQ>FSd%+zyK!tP`1=kR>b$N~C8&K|u)VD(8hh zfBuX!?{Q$$LxkF@jBA&2Mrt&Q3JY1QddbdrrmkmCa;8eftEUeC{IDxlC(m))!Sl`p zYXP8~b=S7--bc#Fr%#_+P3fLGeVXm?VFh7f;hwtWNH*n|Fd*HWp;7^m4PJk2*r1Fv z*)Wde6a}m&At|YdZCsshrlXZ{^@M=+fD(XGv;B}X)i)u1tTNRh;Fu+;Ya(QW5)k)# zKpCZsAd>ZEU1#36ulw_vUCMy*wj({^AW)2OU`a5!c-}9RC>Zzc-){u$jq9r#;Y=456;(>mO-a!co*Tms&-P8dgAuTMPS9*H- zvQ=AxQ5_NhPLdCS-UK2M*h}8s-+w!fMQ?XxPz^4V)R)vuJQ^OSS$hJbk@Gy>Uz7)i zEO@jv6xZKH9n4L3m?wgRnHcjIt=hxOOBQgVIf5h;`OwpKjsumEZrb)gPmziQJmF`j z*`Zw=0Qy1pzaHGWb&LDTr!5U%#>a19#bbaX$@(Ign>c{?ltW31fH8tSBjIjtZeEqB zBZAo9n_MPb2?pz7ie*L=W)2FHzryln0q+PdR z13?_8QQLz`p>DsG2*_tr_v#c7ds-S2DH}pQieMbK7Rxdr&{?Ra>KDbewzi5^`|s!H zKS$WOD`kNuM!k)h$+vFb#sS$+h%tcJwB05@T3`2+humhC_6;i&nQOHA1iV6)OlYJ^ zadNm)7Kg&Lx0sHl#cogt1WESU5waiio18UP&@6uN=n?j6+xA&0U+%&SeOS=g`#WvV zqIju@JC{7{<}@uvusQOGA+ITx-8~HFrJOU{J>lMwwL-&Bnhv43uloA-{s=f$zB{V( zxmUy1b!q=zOCi6bCKaG+LFIM*I9WV9GZl+cgp^dMFt5!HMq@9%;D4&#dUf zhYw$KK<7}L-9hm>pLj0Ctd(n@S>D#v)Rc;yift^4h~r&nT!S5#fU>5=R1-T13<>>) z4IXAU2u+Bc&C0zfevzYkRZqIwF z?9yQ$PamIX^Y$WE9I}e)b?;ez9raDr%rwuPvFW!-)d8Evmy(&KJ=4Q3asEa!ZTgtg!2dCMI$o|gk;C|FdC{#3Wc4jqeU&bXI7pLE`BfhJv%id}8@j_AOyB9ZX+_=xl z$w|*!{)MzZpFFTCxp-jQ5LDb6X4yaQH9gOM@*U6QuI~}9AN=Ou&xZ7Z#?P$jpOj=8 zFbDA+Pf2yIt(gJ0U-d3kwYPQHCN#Jf@2K588NiF!NQW~if-bNTx}g%BgFaQL~c z`qX&9sR~&2$pIwNqh$!At z;_Aj~*TP!RmnezD8`V5R*9V>eba|c{35%EHCU6}}=uzjE>wY27PVdVYL;tDfhW11dBTu~*z32PMU# zTR~{_%O#SxW>LNZV5pD^k1+UF{pzS#3RP_5}1BGJ6?yoVx83eV&W&Kzf7vsZKM|D0zNJ46zxNsn`39PZJXp1D$4VK*Z;p26mMA zk&NlfckM;)L)FV0=HdeyhmAB&XQL|NG5eF!5v^<)Uzz23m)(A8!Y%n z(iYi=4p0DG9zTA@1ROGxMWX^}12TpC!kZy7kCutnBrSE9pjx z*B`!r0lJnQ&;t9n7G!|#VIPn#2h7X{{f^a+6l~^hLD(mBRLn;@8e^pJqt-erf5ZRk6_WwjI6vys6*tbX!Nq=^OLv?eRl<^KXT$ zUqf;fg%T*bQ2J8D@Eb1DYHH7cuYhgwXPzAaYCj0zg_TgT&AK)wQ_z26A!NPp0LO)h zdeI~O{2sFn)}ES;f4$UySRM9_OUq=L=5w6RNR}kmJ6|?6DwFU1 zS-4)JSmwGFtIW&l>#+(=igbO6fm&K6T-G>jHMtA za0MP8S_Hov`~=Nn-FV6NQ{BETrFVn4_^3(SXrexHjajJe%~_o@ME%PAVCq|yc5 z>*|(L#u6p-i1H@d#u5I8>BUN=Alo3ct!3Dk}3_MjgWVcg}LIi;VK`Fhw zcnbPv6haT-cQ0N{nALrSFuEYQv+dh=>Pm9m=zb=qcSp;hS8(f>@2*bN(IGkR*DnRA ziQHfy?Zu)(#O@avAMM4?g6tcy)BeW^Tuuxi4|IQdIk_iHtcMR*4ETfe^=87oe3`M2 z&pwtIKbY8Qk1ST5bU}<<1#ZuFq*@h7By*1z6^bcI9f;yjaQQ{vT!{d8=|fHV7#)K|l{jYp2ck^#tIf zo~VX=>-Fqe1R*$aai?rKY(}b3&6WucJt}&}5eo&H4cs`XPUmK4un#!y-oMX|&FVf} z#Gd%&u^AZA{=748J2{XcA)FS0=-aw=t9tSk*VB)-goK5KEn56w{od31NNFJG@7oS{ zG2$l)+^wj-+K)P|1`3KXgAN!l(Y)MSrXs88=qj<6!>A01)(Q$*SxL#0@Zxvw+!5`6 z`YbRo0r-OOHqbNWpfgzXRIw5@8iENqZ;-kViYtJvRmPS^y+#BIM6j2B>_?BP;Myhu z4LFl0=H}+;VMicp98t}|76H|=Ky4#c7{bUfXm0*bmZN>=01DJ~i#+9_HtHVrBM+rv zva+J03Yj#MN{w}zn=L9WRgsc*)9pFfX!uwj1;4&@}OdBPTptD2qZYoewTp@&rJ z+k|X~EjxVxxBz!wKw#1Dt_V*Xg$AWn;0|&TyCPy30h{V-Uk_rw+yy6L?n6U`~5U4a!WXg5}!Kczy{}K&{ zULuP!E8VXbYypu7;GZzsOy4e!hjYD5D3Z7W(wxoS{kfjFgdlk_Q7P=g!rCa>4J#vD zQAzEC)JF9c6BQ+k03oEdM%ZrD_KQ?o2oz(gDYmQK0Q|82-Gv(+5ni zrlux0Xi(}XcIL4=TX`=Y_5p+V%&h!tTbp87<}W%9P_FS2Db<3eQ zo3zDMd;KBbgEs1S$O;5d=TJ{Mi|t1QN|RdEbW<&2OW^0{w~8(O^(HzyiLDIL00xTv zD61wWChF=VWrH}Oik1Wj)LuCC#m_94Fk%is&uda~0D1$gn+wN;yuzjisIr5(QwdEy zDPRDj5nbw`GjVE;&&jS2ICSYAQ#X!!3SHta?J`sV-{r&{gBEx9#PAl*UcU-fk-Xrq z(NPuf`c2~mhr$svQA$8p{vYG-;n?wOoY>fIiPm4j(rHETGk^+DhIw8i7ZFW z_Zg~3H3(*Vks&B<7AvMnoM_wuXV`wCGs5;03O@pUcSiQ=M8I*))@)c1j=y@*%b+%jjfwixw- ziHTmR|7U!%aqCu_rftysNj4`6)rk`)h<5{Y5rhqr8c~R{E|73mLAM)bYzSd|emk%? z-#L^$`wG8`U*~mCk6|6$^e(T+D6hFEGCOy}ewptLP7p2jR9`;oM=B{2&*1PV$6Z!a zt<4;8x`BO+LV_NRgRHCzEPamndoKBk0Z9C90#+=ZpGi^%t?5zar6NBx@#K;~du`bAN5qM@%Fdnh#ZwyJ~*_B93npQ?CDmn zd)a0)SD-m8BKD+UopxJO2yd1}*D$S)aqYN(c_WwSJ2(t{%k| ziDV5&2AVV^pB<0~NE#*zF3e78j+-}o+b{OWp4=BL8zj8Op~Y!#M!MQ#%p&JjsgHHB zI`{>#77)=10@jYT-MCdkh7j{$Z|-vUss-@I!p~oq=F+7OHpD$4x3iWUK2V@3HbYlH zm~gd}H0&!ZE|vr>S^x6VeG{H%N0uyG)`KD$ORpMI(CM%y(6)#5e(tpJazgY2@uiuy zB#@&UGN&S3Mh<}gLkiv1SHQ6>d-jMTmEFf07V=GtmDejj%U+w--|BF>N>oJnP@ z1tDV9)G!bh%Mhl+U{BsAF=y1bKl%ahHxP<2d~~~s%$CD4+BfMqGonfgdE({4dhU2! z($L$}<|d+IVUa?pAs9*c9@zm46JKU|dAYsVE1V>}dH=oCW*1d$n^W$?ICDZRUbj2T zf@(o1o}bDLE_?m@_Hv|Gmiuj5T3RNxKNI~j%<5k4Ymx3D6>sB?FN^68I>Twv3oe(? z_%IAc6Zir=06bp-(2?ReV+;4raTF>kJ2t>330cMP*Z0DCR16if2#B`De#q5opfMVO zvp2O?oBB0#ZlcV|5S)NISkdX3nUOD-+z4j~Vni9$$#A>3&ZZt7O+-;_1yvx`_QAnK z@*LUOC0iWE0!Tdj?TJbI=_WiGML-R45g;s@TU)Dw?5_?zv-aQhtANq?wnwK8;FF+O z*f*cyq#)C9dK8Ai2TK$c8X6kHWkWzpghvVXU1IbqM-dSYS&xO8IU+x^A=N07h!{`_ zop>XcplC@lqV?o+J|_9RK|J781>IB8tYkUBHr& zUw-l81#|wq^A8cRZx*|;X;;!&03HEl%S)Ke1`Hg7Ar$4 z1SVoVBm_^h!~sF{xKVSy2;w;&$I-AFKwc z*-5bc`sQvHP7hJy(wl81=cYSFOc)G03(Z7AfuD)R$K}sI%iZ@$a$hP~MI>i})Zv0Y z*QGO_lby{CwD$hP2LdcX9TFq~S!sB7YOq1&QM(O}w-+i0FLqT!RP6|-F0g{Vz#)kO zJ57W$ZKoMaAZQj&P8mdx3S!axxYzAFgXVLoh~9x(ME(&ND7vsJwQy9Sz~mQKAayg! za&gr$P22v|T6zYCSlmc7Y6)VPJZ3#$-$XHj6KHaJsB8qa4ylGWvMI@dCqi8riM!g^ zGl@%*0c%Y>vm*oo<{YY{?8#xZP6I0&6NeT2ev!| z^amkCpV6JRJ|iPzo%TEzC--SZlAQ71xfl%BykR6!|M&^3gr;b%pHxqu!0tYUg`dRP zQp;R(pP5ARD#6eH3(XoGaK<<{ zQLP22ODIWS1yYR&O;Eu4Tw_?XS5r&0WnDR zd9o_bGo@C9382ivZQ$>svu^(0^Iel32#~K*DF5C4CMDH%OM}0|;0I~*X|FD~|Mecw z?ncC&j~~x^acZfGF<2XU2?Dvz$=I@rmv?%V6XfUC8Rd*&71L^tK z5Y{~43qj_;Vszcwx)ut0?7Md-3G}U~-lzr}2r=g%f29D16FvlAVQb#JU`N^w0~c({ z4MbYS64#}sqZD!{O0bcikX_p2okDCVmvctzja(i)c>4ZgX6VTLFFMrrpTa1ys#hF%7HF8b8nxx+ zM9)C|ssH-cQsSOQfoht$?C3S3vQy|IvsX9Oz03Iy2WJQ=RKfa4x+8Vwj(?+bn4Rc6 z>?1|HW(@&ZOayprJ96cb@Wl5G;o;%kA@_Gy5J+d$U(cTmw>SA?Dyp3A4au;oqrj((D;Bqkdny{%f0E-q$*OsS+gDys;mnq2`1#r z$y28aTUuHc+-wvHmb~2}h@#!cD`?(7dJLy7%jy5PQWPlq=ijLsJ$>fn{VDrCm8J@$ zvO9Vot~`R2OmrU?X|SyT-~n3mK_>VPa-s*e&>E&4a-X`k=y~71_>SYw{BKkK6a9{v z$EXxf%>@(N|2u2(@3v@?G%aU-ci!Ou4_1+3>M`nea=(#s8BFke$RWvQjjqgVQAqO|II zM`KVXyrbLyY7l<>SA+1Gza-$$zcA-#($q;lTL0=dzWP_cG2dVP#{Y?zqp{jtUXK1A zBK#MXm3bGpE1(SZ1ce1_BUN&K?I~B0HjgENkS7t6)C(lzDJm-VUQ2I?C;f}y%(H$L zFj&4`y7`MzcP61`fk|v~wDE^ZIt3_{sv}#Cj(BErD!#w_-pYHC$lm;4p-A||_(6K# zNVWTZqiUD0QNrh?n>B-Bx7~V4Nlq>pphh1!0<8cyiD82938?o8ThnCrb&d%ZW^r+G zEARRDh>8>}+-c)3RMh-DemJ_@%6qZM9=r_-J$+JdK$miyDAr*+c<_haSYlip=~9Ty z18q*kDfD&pL@AIfrBFJ_Z^dh*&qir0f!W?H}= zza)s?1*AqL7z^XL-wD^I>!$L3;-w(v|Kt=HkQxwO*ge}xF^>v4_DZRLG#o%*)b;_6 z&j3s+si<7B-kPS7Z0)LkCrwV_0K33)bZs6zS~Gz2ag-5n4jv1YVA8B3n4#)$$$6#0 z-2$~|FPb@D#tP!r&wMN{u8hk}R+7^`Z_S$ag+5Ds>ei^ZdyH1KdEvhF3Dee-nl}En zI|g-CZPFglx>Up!Ca-u&3BI`puMdWVjf>0M;^IIo5nBM;(s#PKx>m!2*Utu&k-r`) z7hXB|i76wk>#9_$|1sXPxBEC>UwgcHr|RppMYioU#}}V=R=zK|(~b0ug1heqMWpEH zmm#TI&I4#Y=?4ifliNxTQsmUp>aN@*G zPHNv_qNQ}O{eJLwDY1`j1b5m91}dhVIduxnOx5>X$gaT^mCU@QwniR<`GTWt-Z4Un zl3kHB9R=piwkza5T6JD0JC?#$IZPTzIXO%JWjk#V?K(q*SMprZC8tI(fBwzIqzxBD z8Btvewrr%Q*M|+FKI2*_A#6;(B%L6=LeNh7Id{!pLH>HYT^Fc>YQW!-GN)NZ;?L~( zQmZU3%wEE=EjB1E0 zK;i_a5eJ@)m5=XB#{wj!_}{0*t^u(|EW_}K1~r8*yqrJpmdJ%dh4PDj zwjX(HeG7<-gd~>)sqgvG< z33FH#DB_Jfc5onAr=+A*4rpj=CqUmh4!gGkOymT#L(CkT8_r#Lc+(H?P-l8n^D5BB z9JP^M1?2oWcZ;{HdAnj_6Ug$X!vCd(i3TE*mN2%(!SrYZ=MM>^Oaa#dWBg3B#ASsi z!eARqB!(QqsX><|a} z)N+~`$(o()ExRGeyigoaEFVycmwo;E6^!h6e!CoSaT@Fljx9@iNo&HQMT;z8`A~0w z_Fw_pkPvbhil7WaPIjuXr^irPMFkH<0>^`mom~-ZV!Ku4gM|WWd^63n)%Yr!U}N#? zmCIz1nH>2Ca9Ly<|M>Aky}>~!jkM+#P>hhoi0LpsuM>w88lF6~#2=FJ3r|288!ak0 z_&BjTgK$)qm%mo;pvmbS6B|2YJ`J;W3@n+E#$zT^lf8*$}2Mdh=y+UC#FkJ^G&RuTwPA7%eakmz7SB-cz*{+i@5gJUN*P zPd2ee*uN>3~cuI{098q)23P>Ru-gcLXyRu-TYlY3# zQlGT3qRrRP(9oFQ@%P*YLP^%of>W1phlS+AnR5$^)bfz=j-@`@=#gj@;6^4bW~n9( zD%fqubn{@apJ*Q^EHP@sVf0D%NGC?#0mV%9&HmQp(QN=oekP~;G{c&F;3Wl8?c=r=BJGK$E9+f{)2GHU}8o9{$ z29X)pfSYC;MOAjrC;#!=W~W3|7~|$hvcUv_IFf8&ZxZT^U5Ccz-+6>EK-&F=2f}hn0WH=P$D+L@}`CU?yIo0gik)57E-7 z?8rj$CM0ptE85-jU#65k!cs@Qcp-`mPeu#y)M|!;eXUFoy#Y&Jz1)uZA9Fsk{(N-^ zv9CkWo#{8zYfQ{tq87K{ZTzuch0z!?WKTJ6p`SBE<|Qp7`K|mQwYy1QcO&e9#7PE2 zN-_w`|d$F?qzVtJ7lTU0mIIZ`(p#wBNPpfJhb^ z-`dSHznf>qk7_7W6JcMPA_#&`Pld1INM~(}5zC0?%RdPdo7w2U8fI_R@aQ>~9u!sm4qzVbX z!pDf`{<^)gug=slBzp<-G!2-yo*B+xxH#v(gYrH3t9cuDr#CpL%yAo5eH<`fI3wHd z@+bA=6DR_+Q*wQ6yZHo~)X0bP5FH*%1`sxnX(J!Cc>aqNKCVM|7P27aUsVs6RxnPZ zapn|UE5B@W@CPWE{Ct$&;hHNf*R>*C=pOcSE_FQZ+^z?pYUO?252H+w?dpCP{ei!j z?7oYSve;cptB8zf&{{M7C*z%kclRIR(N4n>=}3fturQ|Iw_2qbc-almUf1lC%4C%VwfN?)e{}2r&4m+P5|vV=vk*`{ zYkR$FdsBb&0YVS%1K_IxdaS2O+-iH~B4#Dg^83nR7^^Td@*1>iBM* z=HYsg3HyK7WFda!|Ie`m|MU{y-K8WiAA-K~bke^HKrsUOSQEn@lBf$L zY5DPW=f5sjR#uKC5;U4PK#|9gaLaI13PH%~x4f~9vgp8cFzHZ*S^x{=(|Ly-x@<@b zddWf!?tBm8hDbe}ke1&+u1C+==YfU#{rKYJ&dO_Hz1BzJLyGqop`qK%%U zi%0SouSFxc3fe4`$rKs1b_I^SM5m%9Ag(?TAEahJRkMXvZGD8CbrTFSL2Sf(LR_rk z=9!w2O=A&$rWMejqhXorjgAadfGvbfe8Oax=6XF;6?h#vIND5M>@c#^)eR?jVIMOy zQDkQw6c@t5oQ`wT($=|ze*)MpbkW1HBJHtXHcd1RN`W?9Zw~RDHC0vm@F-#Y(&w#q z)(aOtz8GcBO~6}XeRaS5h`-J8A0gac+yMG&2et+Yz~M!Vi{RePsS{-jIRCLH#P-gyOi=_>8145r%TA zE0VT7si;sudt1OOA=I6=)0&|Bl@$~!_#LFl0v>3x4xP)acJv zSd0lS6tCDd`-AvOPXcUzCJ+k7Ht;2~SadlwPNB>v1FpXM*M8Ty`^0Pc{9~ML{R`RI zeuJA=6(b;+3fs*M(62?z?m#=Fv4*^=dkRLCk@G@^kAb-$Qz_6JPdv(<*~}^nOz61B zzaY^E{}vnecK#+ZN>_LML*%ls5Uu*3ZZ6HcuyH=2Ig7lcz3}#g^S}AR>;G`N10MV* zfy>f7@%cUA-lRK!K|QQMT|fx0c(1TK7-luK=euqBTSLu%oPAKoc?_PF5Eqw+!zo)k z5r3N67v9I`QR>zrP4DP$Z!S_LZw5iAH-lLQ6wPJpt>h=1ZHwj$q|iRsI*A}(Q)~Vo zd+%ZN82R{*MQ1;Ihd!hJk1ZGGU)Z^gByURag`(nO#dGI;nslo&YpwGVl&PxX?yqQ* zJ#~B&B{j4Sg@mVXecg8L^$KcHvNFmyRLTAGfMm@{=cSaW>!?$Fd90t&7SZ)_hL^T; zm&(h?J!Xn7QVy3>jXIosB>scsVTs{u?>|_1>BU9`vy}J>K3qq-iz0Uuv>O)2g61sk zL{;s?TCf{@XK^WbE&2+MlOaz-th^N?FVcrH0Z86!+s-AJaLZ)r>Q}00VH@xMx6t$V z6a2%Ko1(XA+t!$f65o2QW!qmUgYZ7_QMJr8?w|NKYWL6v`66>})}Cg@M{k^NpFt2?dVmy_h~2bj0zSfn&|yt7^Tv;C(_qW<%omoIL;;5PboV17IXCEpDKMBd7Q zEpg8uUhKoKzh^luZm2fo7~tA=_k(g${Bd1fUGVngt@zfGoqucZt?HC>iqv9fG0&K) zfj`K1D4ne7O$&Suh0=2WZ_`izReACs#^?*jaq{Zt`}Ns|$ysZ<*koUQ_|2`2NG;?G zrE3>nHihSxVZ;Zow{(Wo4m<0Vg;hB&)c(IMyVyd_{NJyo{FD3azeVZc$RAiF=j4#l zC1#?XdQNM(h1dSNOaIPxEoRn?c$_1EQ$`+B@c&ei_dljn{o}Q5Jp)mxkCVpv?X>{P z53vjx$~dFu{_=I0Z|MlFsS>-AZ+q=ZipZVbCCF!}- z0&D9uAIzXy_R2ZbFmTvd)hbR(*G3m^4?i?$qoiAdIgN}v3I$%Y>1?n4`sZ6K?@R0n z8}?rf$S=$|T~%Ot%V>$rd&?I`6E?J@ibzUInj|cl{dTxu3-#ggnOA66Zo2w*^>5)y z|NOH9=UxEMH4hwaUA{z(uM=-E0#=O-B|s0{%fA(#swyfG$l8R5CG<9!X~*LT?eiaJ zF8yJ>@Yz4D2$HnoJedfV6;yybnTrExQ3q$k{;25ar-x2+dP|z}=0(%224LSfww&U4 zxMk*!#f$ixlf}CBbFzRtRWv&KOM}1u;5lfZxrpM(28CUuzR=s%*LPcH)4-9Vr*Y#W z087N8Q}prU6OcHVmS>0I9JR`sl%6MtPFGh~yXWS8&_$P4nrTxEq>||DY)t@eRrH$o zBq>m4<+QXoE zvtab{#E@FB#l`(rq}vtk-2oV`(3_zSlJ!9F&dEG(${h9KT(`C!v<@<=0{&uxz=eiB z9f?Uus6p411==Bd-_UV+Vx6&_62Q#&^5#vrk^vm}-^X_IZatByt-O)>Hs6iyl!=oU z&lr{+q`T}rmmZmBbu$wSDQ$W!W|7$qWS${zT?jE7F(?GjBo>dyUB;<|<~&!6<}*(3 zSe4rq)_GqWRFswH`>RL`I7Y3I$tAI8i0(H6A1wR=ce5o6lk&L__=i67mnX0mVa~`sbX?YEo{Psj%S0d7r%;O6g8My5Q&0-Lnl|0 zjNP!Y$@Jwmcme3#FfH?y%U+B!@(I=@FMt0ybX1*I=>O`No9EDUZO$+8VZz|)VW9r{ z9J_QL8tS0aE@(AmNDL<9sH2&DAbUuLNH=ITtFWxqiiFxL;chWKeoedrnqd?yVPxFQ zq~((1O__LJM2qe9pMGhd69drzjH43HNbgT97a4-v(~zD>Cc6-$pEB?j~d~GU3*&B{wpM zm!@?)`3~AnD+sevw4 zy5;;tE}u+o@#}VTR%`{LUZWz%+#~@q3<=~m;odEi`7sfIlvbqYIq=4}m4sO*&9=>s zQzre5nTnW>6SPm92o;u=sRNmvJITBU+h2wIQ=y@4+_-UKD3tO;M|iSpFBvm{##i@T zDrZ$ym6}kjy^M9`IW@JY{ed?`F{y`))+9R}Tz{#pAVy`vEI#l0!YmbakQR!l#>j}G z@USrb&o54qwgjeVQlMj=;e6jAnZpa)I4sUHBQ-Ss1!Fv%vTI@;$lwv!!`LC0q1A~B zv%Rs~aXh>xs8$N!km=hHa>Q>S3o6@M%jZnpH^G92tO%AYQ|`YU@VQ&{~xipKb_Qe3T=U9uammWnYBpgNFsL3;HNGmy@k@hJLlbg2- z*;Z}26!$?=LgEvodn5G4mcYII36q0MaIEy8Vr5SD#KvDDak`-0+y}aRfWik{sx;~? z><`|8Ey*ZkE73V!i7894MF?!zw#^WYv7gX#74J(kUJECw6#ObBIQFiGS^|dl6B#UV z6Z2pHMu4=8Oet#vQcnrug&w(tKiBX5gfJ!zX~(s={V)#s;R64RG{LdP>*OLZM!VY9 z5flx~_=ljc9R(K^k(E{d2(b{2M!wF@lnuLfnPpk^8xo@^+@RAx25#Q#wdkDm!4R3o z@9phASaI??J_z^E5m=uiK^y^Hf4w{0+ZO{^8Z(+qkKnwc(N9mv8jczAzSy4Xi9XMs zU1>B;x9N$Fj58sFiyl0Fd=y9ZP{EcXPP6tHa-&P+{!5=8^sc1n{S5Fn%Ncq0;Nim~ zXnW)-cwX6Dj6uKo#!Xoxo>un`6_6+KuAsoTn3MWR3KNT_q2wNhAiZiE_eUiqr7d`H zQBeo+g**4|`67y_Cz4Sx4Bo}M*w3zq3Sd5-I|yx<{7#B-T?P7)>(Pnw{(ySQN5hA~ zju>Xuv$AD#F`5RX@W?EayQVJIr5brpyytSf0O3;#CPD)Y2HJ{IEa+8xII<1=A9+7P zczq&Xy{f2p#IfFj_ai6!(xXG@GiB!Hu4=TXl&;zQaBv(m0S@8EaYLyp4w&uGf%%iX z7^=gA&X}X>%~)k5P3vVOE?(sD4)m7Br8>aY(SeP?i=%W1F2e}?O2^YPJEJYd zCNbH7ydh-qi)(fY>cfU21-y|7rA`{>y#!nkZXDA^3YIKg>VqRzm1Qv8^yo2sAMZYV z@PkhYmkCym|#WI605P zCCiIB$;p}Mxt4}CLCW0x6&xFfusyh;YVwfp)n(fxLu7cF+ljvNxLVS#do5G513B{5 z;|rf2*tvm~@OSdFnYdhV`L*~5#&l(X`6|w6=)80?M zJjDPz$v_poS)|ve5;LVdf`ZH*9a5ow$2A=`O>a1$o&9CY^%pbO(8Qb!72X5;7d(hG z1|^f7i^O{+zFuDB;GK0*ixGy|I5@m4I!veL`oG&mmPQEVnBCBU1Dy=f#{-o(cId0Q zfkE_Xx1I6O=tRjsyg+8Vk>EawzHZAV%i42qT}U`adLrQxNwMY{oH{aa0!d+vg#w=B z#ful`JClU%)d+j1Y=&+ZL>jc2oinmSwCBv5HYd~OL0*s!dbr3OtMnGN-s$P-QS6AC z5Jvt&2B|r?QygM)g_d8Yyb;z8d?#f6b(6*5KAjxWG$f5SmYI`hzF=}+s zVkYh1z{(*fV7*mtfiMCI?<^ls5 zVgxn;@t3_nv!qHRcjc23@rUgG26^Zii3NK(so{?0oo_aU)4@Fqv^Z%(CTuS0bR!s# znDXYP%jV9yVa1kzW8f8-$;<~@L&TVHP<-w_)fEw8Lxy*AJ;m+>ahpE8U4KdmCPkOd8Vc0=XUrU}2 zIei#_XNgp71f4drX;5mloX&3W{P+Wc*j&Z68mS6>d8d&ol1e}SPOuOm+1)+8y(2N653IA~q-kyr z>0d($L`0OZ4Xdlk;6CJGTb*2nZ)hk4kW+V6*J(mA%f`Y|4jq7Wnvek=jErCRJ1`#? z`)Wmv=f7g_`T;Kz@ar}ihFp!L>wvaC_gn$%4Vbi!hhnq_nIT+~GZWtQQ^e%SgCQ<> z86#vcbSZh`79!!$>K%uuPI@}Xj>KLUSHOCcBM#-hHii+k7L1f+Rs-x5S4{H0xv+EN zpNt^G4$0UB^1i(}G~*ZWq>23_A*+Xt%z7Zx=4C{pC&zwrl($+@WzPk-=WV@2CUK+f zl(gU0Xx>2fumu_z$6{7s%`gQX>((CSC#kfkT`$H!_`jeGbRMc5EOX zQQatr_}S3Di&FE|sMqDxL-w^)GQR*8pZ`_Wn}_ANMsNR*F``nYgd&y9MafVZ$`DBi z$<$yIkwl835S1c5iMFZ95Q(BlC8d;^P%@>7QXcR?7uQ$%F$%9N}1MvCMSt ziVk&KLi;VUvJ$&)K7_rngjkMzQnWB4{>x}e$>?^T%wB8`;Z$n29bb{2^l*dPXGsgX zwbFGQPhG2qKItP{>|OtH2-=G5GfvAPsI0s^UUh-=1)b+0`znN?M}+y`Cz2jv{|-tL zGTNC^;Y7f`cVw&wowA3u%)=v5Rf`W^2=>`|Kd;LPvGRmN###znVzkMnlrq_2PeU?l z7B=iKh~R0D&aI*dQXupy!}#OH?ZZX;CIMKK!Q7rV@ic{7m$1InaC-I}$=W=j^ty%1 zn%R7enMugEFk{2)y}k}!K^G!gKd&ilP#-?roXt`wTpQ=qsRBDe!9vL>)(?K7yy*vH z5NN$!AtYSl?0C2J&4&M=w^zLxhi&tW9hWAXeCMZEb7?PxEd#f27@v!s^sh%7cM9ol zVRcCV{{5H7Ri4>Wc0wLo8S?7*4H*k3AJ=!%`eZt294{BGJv0Z!_cUi(31)+XYv12` zFPlKlEo{g|8>;l;ckx2u=0L7368nN)Tro{bB7t_L9tDZMp`1MsSD{%k*A6#k`LP1()j)}J5V$ZKTzUuC{?2cp_h2ve>qoS`; zh*R+66_p3KNxH0PVKOePK}3}lV_t0bY)XIL6Rn@Xhb1vnz2c-9G#5!NhGX(VPrHzw zj=cF}zS-bQet3_i{``0x(Cz*ywdN9FI!@S#kgolh;T1h@W&7WCBPBa8Ub!+_7>7z{ zkIVhpCl-T?eBQ-yk7iCI7giBesh$@ zTB@c(b1J?_!MJ&{nC`$G!@GE-nb1oMbu7r|JT)yLz!K8MqN1XR-#^<{qHvXMC6CUB z2GOH=6ZfB`2CJm&Bh<1SYpocP6(hB7j@VEXy335gjbC~nwD)bQs*XsfNx#_Kb)ycV=O z@peyjo<~Kc3Gz42mjLuo>*POkyFZL!qqV5er*aV9Ddu2%TK(7=zQ@ zCmlp3Ib`_ohuhyO3#{=8Udjsekn!i26N*-07PQ7qek*mdZcg11Gxl`%4bj~9-lkXv3uXMULr)NA6RLiko78IdEIj%Z|sLeby`?Q3LcGU zn7pnJ!zx5vsX5k3Ph+sbNbmh|mr`d57fG@j;n~UWhi|G82MXzV19I)PPa~%Y`&#z> zx&~>Teh=@)s}aIb=oga2_?Ljo815s^Sxe*Eh>>ROQhvemMIIx}5Q+$2Cmxw_A7CAc z#Vzb6uspehAlX!qwWy|0{*bKt78@FTD>aQkWz?9tEg%W zJ^JSQM&TwUXeR8)s(RmQ-s^nhLoXqK=C(k!&WDd}KzS{i6SpHdFTkS`h~)h>`JVeu zEiJ8~0|sOs^AprID<$D|pTWT+5!W9O%@9bjfsamj3UB8G5MKCBRoI*QHHd*?0JB1) zxr|g0K#ChyO#tB}PZJ7v+HOAK7_b<936J+GhVD2vOsqE8Stfa$D3vM+QS=3RT*Sl+ zM84gF`-Uj4FZ z@21kdy*aw?|57Ip3dZGGjG34z)n9AR*Neqlv-n@Ywj+CCf>(2b;Gcvcl$eCm-~DaW z%HL(Z#dTkF5O!)j%7wUBtM2$QPtbbI4p>Bz1@mih{*i%Ubwz3DWRsGbwTwi%Ob=4) z*S~)*3s)gxYSDzj!YKNk>w^)$Fsslfkp+UU#WyVV)7j%mOp!4Y69pLjHAWy6!IFyH zjS*8`bo_q){z1xaktHq{W^YmbA2vs=V9I4V=g}hq!13L_IG4Op7(Nv zXS}eE;&51!M`Hm45E9ITLi)Z&K@r^kFGOhOqi+LC~0zc^(!7v_bmdQ>AlbVwMxEv@{*5?Huo z$yzzN^~LEoh<=v{RN(%lMiZE_g#E=Z;jvoyqCKEVKsSh+_~O^k0utiTg|n=#Y+u~m z7>s>3WYxt~!0mI792 z%YtK=Q9|KiZTN6(C!gXYDb_z2?*ir}$<_6H7boefbeeS8wbO~k=*BO4vr^67+!}(n zU((H8|32g0GPi<-T8M{`)rP-s{o<}QV#K4*uah5GEna+lpvk^)GABIbRcme#{`L9X zvG~K?(EXSrO%RRvf|h)RNm2aENqq$c#7fZ&Xj?)`)4|CZMhs&3FeY>+7##U?8s3*#s?T5UBtv?bs z?Iv97Kg81~zh0M2>@6k|3FZ+pqqCfxK7q$TICtN>dsm0CV+NQ4svzC7r%&ey zme1z#uZpJDyh(rZml0wGHz#z;zsXVmde^?&X1(x3qfFgbW4}_JE_XG)8)|ndn`vSD zYs|ToAGai0nYWH#V=XVYZe6in&$P3yBhnwcJ=c3QH7O@R&(AU{(0_NNR%F}J3YD3^ zTC=XM96#EB+w6x8+b~OhoYEBFUi5Y6OPej24aR>@_xd?{{KSdR34OuwJXB{mI%=a+Gx@Q}HR1|QntVKA#p3A5 zJ0!`BaoyPRGR!(~1m^Nl!mP@zoJ$SSuSFo-z5TI{6{i zpiwyWGrLQJ^3YSCHtnk*N_oBFmrQrF=eb< z-ixQ>sjxk#mxRSlmk-~bwECoh!^LZJic>ZTYpb~(J9g9q$$z6ye<0;KU)&{XZqCTK zRCLqRKv9u;DGRno&z=p|??*Lx)BiLGe+$U50nx9g)nb&zHWXWr3f47iz1cHo4p3L> z+una&<+NLWehs66&uPa_5OK;M>*RGk`zR}0LKBQr$Q|c<$jE@^Cbb)9k|HA|P~>;- z-OFOXm6nyY9W!Q3Iu)aFJANfKpEz4pQYuZ)ZgbC|mRrCuL7|Ge!#|Li5o zc>&sNmbUbi?cm>u-TpK`e{F&^;NkP<-Klx1TZJT^tECOAnJmoG(ozz+v*4uPyp!Fo z<=%GJFq^t$Ngs9$w5bmmYvAzVUC{%O(mU3BR@62!#6543@$mE%(;;Xtlqd$gH{W?6AfPh~(dEzYZ8Ub9NHr|( zKD4<=!0o`R?$CMEwIr+A*~zKP(xpokSHzt==eK)z+Y^(#Rr#$Af6l`D>5xIu+fqg^ z$}Tq0k&(;yi*<&X#@Vw8$;s2UZ=b-lkS+|`!|O1TPi1a*CSIF4PHF`khlI`Iipt>y zqc4Zj8ajx%v4^kI6t*igw7aNdc>!ITx%xUX*HUnG!u9LD3#RXST_)R$R;$W$F)@3P ztqvMH_F7iiFxR!7kz)o}V5Ygb@40hpLMtB>J%2ji zBp_^-X21UZ6;)N`O-xKedP!pYS5o>OQEzf@%a$!q0p;3ZvzBFe^-(#{@$uuwI=Z@3 zfMT&0#r^8Hd2HJjg*wAZ{o2*5*>DyKR6w`|_GA`yO-(a6Fk`n4?|o^2die33yik=8#O)aTDwzBf>}jBTG89544MDU2kGY>WOS-5t(>pgoX9|(a;cb^yuJ` z13r`=c6jnZcJkPxW**aTNv*DE#}t6xYLQb9pN;(f9)3j=HVYc&o zx8CupUwT^&?Macuhc?;OmEY|?Ke1{mdv^PFTZT^dFgR8bJ&YazwhGU#mt=stdfUdv z#;Rv$x^V0qgn5s@W`Ht7oBiF6T0|rP8oZof}T;bXRJ{-mYnbY>jty_~w9}hxSrPEzj_42YB=-7`C zrGi3aD4t_EYo?o;4nQ$c5py9fv9C}4fpIsEg>xFSduv8qG$_~&eqxaAjq)c~fI$%s=nS6W>C zZu#%=FNF0Lg3V9S|@byL@j##`u5|;@}Sc^SVr_( z@%rD|`H;SrQo7A!sVCr_gjuHytnM8M+v7Wa<2K92pMi5-Y<-6pNA|YD=bHMBO552w zfj}^A@2KwGyVGw_0&N!j_QSlRhLYjSQo3O~x|;_gslB7QZE@K2m~GJ-emJCBCpjv9 zuC4WMTBFnG$sUr|9(Ut^d;$EsB&GgpsFA_aQg@T5hu_m|z;z-`(_NKyB!CfRW3O>A zvNaI3^Vrz#U=sa?YJVg-sz1}d?RbD=%v zSzG&4sXKkl@#zk|{@jl?G?Of3Mc` z^}YASlVMPXlVPQbb`11pMu&vka_7LL$ZJwZKq%zsesmCJM4RbAxWmpOWRrP>dqp+1;NQQ!E-p{Iwxq+HikB&AX@eL= z;nZ8~Ld?!Kam+{*K6VFLlSuD|$<)4v157Z2n2O3ugO(;~%P}IA2>)nl2B>d3Sg#*$ z7~xp$rK;}^$=nl1wGq)a%Kt6tZhsGC0Sx;=xlJXaiD_p9uIxvTDksh)&O22w_OxLbmZ8vTV2GwR47ptF{8#2g0$hl>6$<-nqHltuh`rh^O(`>jh>fhZwf<{{hBp{5~8PV2%KhlGXg#q-$# zjxv1QCUqtm?-K7YHdd9m)D(`O*crI>%%Zq?3l_9HGd}?KtBj+dY~Mmw`pFdb8F@D`a6~7 z(kIhS8R#}%^yp<0@S*be@85@ruOAI3Z&*0ROq#&KAW;~)GxyFN1{ky_w)VWd;pL_N ze6VT6i?_$^T`wq(w@Qq1>b%YPTkPGQxvFo}4lNE$%sX=E&}70|B*Ll?e^re^kM7-z zg4w{0t@q_ePoA8E4izrd$;N|*3<=OMixv&i6*V=pk)MchaZgDA&nG1vrW@RWg7F#n zns29A%CKN+Jj2;umjeU42&J9IkR!ooI2(SzrauK{PdA-2c(1|Hp0|?j+SNu7$Qn*s>Ku22%%qMG42MHPreGRy zI^VGhlT?i}^M?%m+zMCw0!9_;N|iVfuoZXn864C<(B}j?cphe3!Pa*LEaZa#a>|ii zA)%VaQxc>w*6|9$Gw-yeHl;vgrOVi#L{oHoib(ZY#l}0W?L1Gh3Z=AIO(uAoS{>hF zZPD*79>4ek4Wl>`4AvJG+7;#HCVaH%kH}vI^uteHy?V8Gb?p=>>=^R=<5o;k|J%_p!ghq> zd;5RpKJuQZuopZ|&`flCIWnlPfjkRWSEy`?UcH)fX1*PRr|TLU_su$Uo21eOQ%6TV zl~t=(@1Gb>tqF^p_&WKqI66Bu9DN&~GHIc95brc7Z`g!&Dwz zg?LB_jJR0Qz25z+!2^PAw9GGPJ$gP8Y=ASp^t@{H5ODij7kS?aA zrbbgwxclf)PqUy8jkOgOzG5y}@`A{%i}xKr-go4(6iMXP%4_lQBZxCHkz1Vyc<)R1 ze2p9A)wJDWr)g&!Wp)v>eT?@XS_^iIBBFlkOZ>EJs zE(CI-n0At7vUqWC>eXZp*6AL)I0Pg@WRa6)fnpio+>8)Hhs;H}PoIE*(?Bz8FEde#p<_V`xKRwcK>a;^>+`^)aUgD zeWVE@%@fDFa^Jq?6mR?TsJ{Vv?NLv4>e@92@NCBd$XF1QKbgBBvN~Ja$P{H~U<)M7 zv<73w(@K)N6qCAT1HC|h)*GX443uhQ6%_R3B%L{T?#p8o=!z6qdVT9~X~oU`te5Qk z{KWhx`Hp%vJG2!C>g)FeLEna{I}{%75B0>MJB9oA>({UFN!~kex(v)cr4P93BriXm zg<4u&y`Q+0ot4#wSYLF@dlFp_I%v=}G&RMZ{`-B>-#z3G?IcKvHxabEB3JNQ0havo z{#NkAhvr+*dIcquvDysjTCwx?ix)j$S^WbF6Lwj`FX zugpL1d*FZ^^-5x&0vjR!D-5s<@LBF!erj)jx5~Dz@=yHoJmp{6Jqb!`8SsUrwYBeTwG;c@e|vS!T;z<( z1{;fgftXZ!{82s|&eKkO`;qCKB#FK-bL&oC<#?b)XE&YRCfqLyjf!96)9%Xay$$A2 zR0p*59=R-&^|$H6{hs2c@&u_QOoxO`+MlJ#B;(cF$!}Nt@pFa++rGo*_e5CUG3~B1`NfCwGUt$Do*YaFDE+$!F$& zs|ZW>aBZ0MZ~FIjJmlC*mvZ3?>}+j)Xxh>4A-n9>&i-WOrdC!x#FpoOK8%>8hAbtE zFp~UwJHM%0@7{ipB)5x-1odHg-l~cj4Jes>nIn*` zXg)%ICJ~t@(IEjxACX02itFd#Srtl;A2c1P^A z6)WTkAKerW&(efgi_CX)Y5nEK`D_nx7rO$r$}S4J;%gY~oH=(=t1t3_%-63~0KX7> zRg7NJ4wo3-ox8w5?OeL8=Jl4;+FKVc$Ra1!(bMyV=J~qQ_Q}oM`fIq*mr(o@i1@^b z6Q*Ze!M=d9j(ia0TQia?T}tq8)7%xP;w#W zr@dTkIo?MFR3eGrl*XYFd+}nA%?H?QZGEg`r7iui)m2tj_RpxAXAm9G2>>RTS;)J= zA7@|T(Z|no9)ao2q>63y9zIM!Sq;z#|My=G)`*sljYla8XpjZbC8q^LsB1@%*Lpl$a0_UM) z$M&;Z$O}zKpDipbqF1`QxlvD&!BpEHtwZ|=??2-OQ^nSBK(P~UydyRCP*(}DVOmUO zW8J|TO3H|5Ne&Sx|V$-G;Dr9@U;OdMUmtA|jX?VkwLQaOn;rv8T*j zQJiINYR&9V<+&d$%lL7b&z>nAIdVksV>ppLkDeOv!M@7@xIR-~R$s@6zeW?sd}vBX zkQP3{Z7BH7!#K;P-$7mbxu4foM#1Fv2nLbIT)fzoO<@xujw58Ga0>z&ux7M}3=stZ zyY=gXD0T+C)!~d8pst~%wcjCRR1hX=d(hXuOe;4tEsIE{z!bRk?;MuF)9262+w3(8 z6~PwGogM05SQv3~u$iTyp^4029ye~BEl%tb)#0xJ5>urb^LD3-jCk|rY$4^Jx69mF zp?>6?@ssxa?juI)xf^&kRCgdUQCwag*M7^+oyOu+gQJJv2Z|?3A`phTjl6d4nmC(d z0-qjekUQ`pw$0O$gK;zFY4<=!Ah&+~dg>1;8*ROp%sMlFxUFyvvk!_te|`$Be|8+2 zJik6Xbg+dl={p>}?1AZffFD_}UM)$=V{2AbSKkKgkz7a5KcDVVTUy!%0{p_EdmFA1 z1O*;K;~;tQcn@_pYF8@=;%>zniYw-#{SU)YL{fU(_FbSlQ!grHJs* zQI2|tn@fNCdY#O-zH~WHGvYcsn7W-FEQ^l%Ry}_=fm% zBcCGp5rJHk4ryoDMcB+Cg{L;rjB7@SRJvQNQCMWUA0`tPlIrW}z0pf`igvDCL6iqb zma$s^J|9Q?2{Kv*ROcsT!H<3;WzA-cO!4Z}C?7UG0+3B# zi;c#OA1@NOa3jyL(CdC6up}AdyOsFeNJ+6}G(g?AZ@c)qi}CSxoNB#Nls$_# zY3uqaU9Bwgj*<@av;Ypw<1bJL)C*1{Qk}={I5~dvKE#8j{2E4?Q$AQ*QB^e)M4|YV zR}CN1Llz%{p1~-h50JKCIQgPQNb5o}GK`TBD(3GQolgtV0BX==%BEIJ_ZQ~phtO@H zeZS!TKaPMq6Hd@o8#m6KFku3d@unkDreR4FxUWXB)wuoy$&6Y2qVDrHbbf=`nfU)= zRF>$zbltjDD{R&@_B_BCpUa=_zpn(fx>5ON?r1mec!8&da~%5+vdxsHkFpz(I!wfP zKJ-I6tuK^2Q8sF-hR&YtNnM>Y{S&Lm)Re52ZU(U4St6~lMf7+=I?M#CK$Zbaz#)*3 zn3GgfbZqFr9=t_J3Z`(Zd` zTSY}gV}}kNl*ihin|U0YRdsBj(P@vyTuCW^&-i;xo#V1+nVV~zP4rA>41i zz2m6}ccd$ci388fHzO$!Gncl%95rViqjoO~!`EYTn_F5!dFrAVPg1M)H_zd7pS*#- zpWU6b74|~Q-Zk0O(zpTrOb3xj1O??Fh6yHKb(S0p^K0vou>6*@s%*)WnGq-a%BXTn z)@?2Tb*MAE+_&HTH%{>vFV-=N2b0O}Vh51jaW*P;>*n*f_5I(T?yEk0-Qd`Ai7mx% zq|V>1d-rxLSFSWQHMQl*!W&FBHEmBL%08Nb>9E^B)Hf*62Anu^_H3sF>A4d!w=**( zbSBBe#{WkoPM$u!qY!Jm9VNL{92z#u>Sue^AJBMPGRY2HDE&$lekl>;sTj&B%$T^|zZh1$kH+e*FwrMJ$>4Z;d2sI zbK?&Vms(PDrOzI4$$~nD<;fiMuvtW7eIu3n*&q?|NQ(ZkVV7_VP1~R2FN-$sS+A0l0e$2bLTdZ%XO2S zlTYQ!>gyHcE*#oZKwEkRGnoNqRa5#@E%#3vJV!}w?E&a;RmP;`F&qv$z!%E4ghG~x z0X{Od`XnTHa^n$@dR9p@&Jm(&cR_1*;-qVLo08C z*@-N2s*B&5t==5>*C^=gzR`_&p}mtd&2~doV6lDxeldn9R2QlpL%|c6K{c zU$Sxu-I<`NskD*Vty#19YqCTbe<1wR8!uC0?31`=#yiV0#vF@GOm^>7UnO^%j8|xX zqwrI+SLs3R3VF@PcklYd#Kgp^bdun1yuMDkD$2BGbVi}==iuxv)}I5CUSyTed*j;2 zVeS)>KSi=@>NJcMlp$2ZrWPT4Lpl|}5{o{2wj-CTJaOxA&gIFblx@x*HJM5s*(K9Y z|C;5UsEi<^mWqC%%=No`^y;Ncq`_r;=D2P38Z=LI9yTm)Qcbr$4&DRgHCKQBnRESE zQTGs;V057(Nf@`KsvFJVl)2t&$td*ie^N^(n0S}yvCv@d5ksFBcRDZV<9Q7p%#NR^ ztmoLxxaIShAXOt3ew8V`t({s!x~C#55hW(relA_^n%nqIHQDzpfu>DzL9Nqnq^63b zl<~h3NwUp5+o=^atC=6u>r8Ns_Fh}%7L>SVwn*5xil9J+|mvYPY^Q*k5oFJnJ3f)GEs)ouAw|Xl^k!9Ef-z)eF z#5)8Pj3gx{DX9m&0X9#@$v@fIJV``?H7rH{Gl z{Ey{Nbv^2lf^Yzj*U@sQuj2Yp+0&Rhi#>g?b6a$j9p=ts4Nck85im_YcdmF&J$GgJ z^3)!p1435wldjQMn^dcBPG32HZ2!*-c}rri1HBXe_pR1}xm~RP_q7+Nm3J8a|9_}>O=0x6 zw!QxE*C;#XbGQHZqmmst9{%^EZ1lv}2Dm=@f-R1sndua(|NGJrum85Yv}cNHoY%xf Q!ZXKgnuY15skXcSKjn_wz5oCK literal 41161 zcmeFa1z47AyDj?3lxbiqqKIH1sbCP&#zg#3x*J81kdTzdE)*rDRX{oCMc@xc85^{>6xUTdAT{&SsuuCuwA*95+L-zV;S++&RU@vgkA)Y{dIt0@%9TI%UP z6e*PDDHIBg`pVz&7waD^jQHPjn-f&!mH2X5dEpLzUuAV#!-hgxe~$dOEJh;QghJUx zq5g4P`ASHCi=%C6-TcCE-KSmNr*1sm_s8dxNvhX37(}T=Dc5{qK6!dDUs(Ho_kp+r zR4YqA)02J=@0gxkL$7IWv2kA{qqOD`{z&Nu)Ro>GQ*&P(%IbQkr#E!%4fD!K5O5wU zpU*4r3bFfWHc&qQwbNct~N8ntgiUeCu&7S#Xh(B z+|u?xuXld`9yvNX8XUG)LPBr7_~cVz+it5J+`myM4s>KPtUd&uebFR-`_qNgc}}W{ ziOF<-TKQ-(ck;(KZ#r(-eT~z~=V9}qK7RaIv(PQypI6TYXJ40k?184&pO;KHTwvTTn1deXKlGL=9KxG??9W&#t+^ zb!H1ABbT0@UUqi&r@A_|>%Xt9oS&PaV{-4WKh!6##mvm?H2L*5zh!IQ`JptwfPm

      GOnZ8w!)tqM;s@RjwdQMm{rdG6Ca@vZ&~9OFBHndoe7gPm z`b+N*Xl0)L?e{hEbJJs;Jw2Rqa&mZ6?Vb=8fspeCLVU-`0!n5)>4~1@_!z z(EWl@UCm^fJ)U;4oTt_i_ucY9YvnTBzS@_0m3Q0qLSFi?%hiU7IalY{nb{4s>R=5? z%gU-MEBn?a>BOtVtI{(*ovU$ZbHy@Z&oHTa@o_Bj#f#pTADETw?K7Q5yPv&(u*0k_ zNhe6cy`SaXR9N;#7%e3jMeGI%Y};A%piH8yYnJ{PWLWV`D0+s{X3Ux`|)k+~(%zR~h+H z%B|>%o3DMe`{eh*!KCOgCux4u>MyPN&SRh0!;RnFqo4kIn?*U|)Y@PJMuAH)_vpDz zYvNQSg;!8096L!|Iu2ZE`R&ufNq{TW+nftDCS&RMnffI^3r2pJC6J?>HhLeFaeX8@AUO1gL1CDxhvLBoMuK`hGl6G zztimS2Y#1Hs{=YY)r0k04`^~6I;3!W-A?bq!Uel>>~iT97Q2^IC{dcnzxvtoZ}5&> zm>Y7J4C?Bxh#=!X)?0JmW$?icK~wBp%xvbWWY$>AwgSvX;&^{U#P{zPsA`r|_wV2L z$;!%Vz0$EZc$h>H49R^Li!=J2KYpmT-%G>*Yc5C#2&i_Ig;w3?Eih)#r7C8a)?9Mq z=?)4y%eHohz*)tLq@Dzgw9&3`chkmn6M?UOtT%7mh;g16)O>mVW?8s|r9(oe*wHIL z+t)5#xGFM$`)?Kksj7Z;ZV1MJECt0b@aYGQ>eo<4m?QAw#LlDavt z)JP>sTO%ncskppc&DPfTv7mKU!g;PTwoVNV4etwCuRp%73=0f2IZ}`k&9`-;=K&o9 zPqmh1eiU!PFHLhvd^E-W*AqTz}zdA_#fcE z@>5?WL0y4|ho|`C$1mw7RrhRVu;&g?vB#vJ8JuNPy2_oBq@8_!0DEHMcajR)<^9)I zC*x09fjRrsvo%(&T1EDOy809GxlyIy0)r0^>8DKGyp>}W_fa#QrCRP7CMQVDPev5E zmH3SB@5sx`W2JuZV&S!NIX7^VQ!6uJ&)&WC+qcK=m3nB5-4rC^ko2QGJQ>-*1iyN- zT3T9CD6qOC@3%rT7<~xNlV{*Arq_`*;pLF%j@$gG9h8V zqm$FtK0A%p>&1TD41GtDz9!DEU%YgBE@gRaRcyn7X#vYtmoqj)ZH0Q?qo0qI*N>4c z^Dd|af!wgzw*sGd&&9K|HY+kRl4j<>fd6GIPh~{rv5|5KZV{0ti#*&|utL6*9g>gS z-Me?=l%gMc`}p`he!QECP2$h$I#Mbq81lhd#(AvQuud(+j1ft1cGku0jw+MC))o>v z`wbA0TkeuYa8wyHvX9E*KKoK;1{r~#fx+R7jh4WU1v3xZ_M&AEn8k9`ZTvWuP8~mf zybvDz&xu2X9n`Q)vwQ~mdAoUh8dGJGBjJO23f-^tz_V=5P$2swP@2tPts@G$ar zkf5dR<32G27PqNRhTQS~{!4}zFP7BQsNkL-v*Nu@>+0$T@tgVAChJ)`e9m~LbFR*| zuQpLYPA2d1vy-=r@zlMiJij3M^-qud`n5Vi(i^L`v#To_ui850f)z6O{=f|mZ;dpg zo(?aG+VO#=vFW~Kt%(XeqTC@c3O$-lLFzC5FLn4XC zYVWO#x=&C7QcW+SRxK6|nJ%iLv2o0cvw_d=+*!GA-@aIjmYl{c%kYBvX)}b=_>Xnz zn4};v=gik{-q3H@@RU95$_YGBg`naa7M6rH)raU+R~9N_{;(} z^3+zJcI&-Jz=wMeA0p@F*B_*(SZR@%0YsFaW83rGuCKP|`g-v%**0AyFXPw5qC$t& zW;15FKsB`q8WC=D(nCF-_Ju#G=sFh{f zTOF&Jdf_fEWUSFFS>uCBqNYk;U2+|nE##a0h54E3fvh$@v)Y6cYWnn}t)~?i=I1gD zOSTfgC$TV_*6P0C>N@<6LD;I@V|sibKJduJ#+?SMK4QQvudGFO?>Se@TNYt!Rql*u zjTQa2K81#kVx?q1)S3un(>K)>UWZh~q*Er-(~uUeny49tIQAyzT92&b+*sY%k6=qK zE4weN;hJ3e^Ty}QpahPe%> z7kbDnW?DC1!dqxOJ=*hYc$g$*>Hg+ZnHN57n!|z*I(Y6{#2J)I4%?Qga@x+%I!c~8 z)q9scOdjZkfcEU?XHMZO$-th6|Ig_;YJ0}yH0Hlg=4^Ne(EA3hbC|S zs5i!PsCRC0v3~g?FB2-P!oZ`=@z{nBSQ0Vy%NgGMNUYvoq)AnM{ioK})}yV?LmGm5 zg#q8Yy3AhRSY_H)ke}l)G`Mtgr#w_vhl)BXZe~0Ch2Y3^6D2C`5d9vVmXeMZhqjuc ztH1HPPTLBJh{Ti0O*!`_bpLjWe6e{;j>-|E&tCvopWe8!9B8|~Vqc4QL)yi@$>EM) zKYwyOp3(!r3l(vYC9vr1SxSWM~*0Ap;h=F(5ikeNmmNY{_NQ^feyFXVJUzOY0JX7OkKArL#mqEg}DJscO^eA zmDOur>beX|k~P-x{z2~E&urb04Wp9Ei5di zXWAB$km(7~s2wi};6=$Lj{2?(WQDJyg|2ViH0?*VvMf}VaJ)&C zg=5GB7R&d(K5i-SzPmODqn7iOc2RCK&;d#gG3v9T4mwdoBG4(^*I>;Q%Gh(|Xs z2H7#zrmHMYIo3O(l z+^QnHLu64=Q7~`HmY?I}1zpL@Jo-AEX^I~F6kFDQYBFq6!oN*QVLIjRj93B!gh19R zO(xufw=!0*h|VT*wG@w?Gzrf2h&TzTaC)1wZ3G5_1x+|6<9lQOA5yz1uRZjQYfyVs8!g#1a{!fr0 zwjj=lyG|Q_esW0o^0ym^J`u<$QPI(62)tR^C;#~4MqYltp+GRcEgcJTEAppvmTlSD zwwYpagA9u`ue;packeiPcw_?u10V9x?)&T;9v(i_y~k<>Ma7xh>skC+1JANi6@fp_ zviYoI7UhtTkia6;CME7jSGn4$Q@5C%x_8SwIe47JlpdRf(JDF9+JwN&OAW72T_ZQ) zvFXFmvnUpB+{yJ7>$jSO1P2GR$%Q3+@?j6Kk|fWdPz1retjn-$6VH|TzO1MM7$_Rx zRVZf-d2oSc*;Xc_wgT5Uy~2Ws5{d^6&~m^ALe(5xNwfc`r(tIepma@)!rm2Xzfsgs zbDTlpsc*-DXXx)*uFi2t(slK@h*J;hFRUkTD1S-x=FisS9yd2_-n{wb!Nq;Uamb%` zvw!r4=cCrvwo9W=DH_}G?@~Sjmv28aG&Jm~j5_m>Cqf?3mrJi8FQSA)g%qQY9&JG2 z<2rn}vZ8Yf6%{HrN^)c*t6le(KPx)PbsUR5Nv>hz#@)b+eM-CUaigYUdFK}SnW;m3 zT}^I6)~z*+)+M|BeX1TXoJ`WmRUK%`DvTQ0_9s9MDVPZKvH9_t(>CPOg`DduI&D~N z^vujjLN-5)zdSu|KgZ_tX&NY)QWUzGfg$?UtD}ZSj1v>5nwiO<;A{1oHF-T9yx91k zL(XQ`IRr=vc{Qmw3|#)&Olvq;nrF`a_AFbKof=b3g2qT@$cKvkyXDTElLP3>aGtP0 z#OjgtS7E(bBWl|%j{*Qw(6LU9gpTH>{d8<#GuZjfYCl(WK3%?1|IeSI#f~4VnyM-c zw{$<}X|0_?!gA2+I`SM@D0pGsFE=;0w=UV8{R~&?Yt!-J;m2NHOF;oHE`U7QX++lyAlttR zG#@W7ug^wl$eo({rS4-N_j+-NifVgr*}Bz8X(S`L8Z@~nDWjYoX z7G_%Y;sG!%Z%?oD_>lX8mYbU!7m5!W8k+Pg!{1Ky-MxQb32>-$VBmm*g9BlJ7N*MG zeFFm2BI{5gBL(k8sp$|%IGZXt36*eh*Xm?F2~spz+uQrI=8smMA?4lkhzRrX5`xQY zZPQWaRRhkd03iW<6ZDi}-6#Bhk)YarM#F;n_s;| znHmKaf_wMw{EnRiC%|-M2l;h zV)4vkP8__va+fb(b{cQEm~pw|RK}%-N~5HoKdnd#2J<41A^ScskcfOqLSDRDaxKWE zi*rCo*uN$xJZQK5f#8S%q|1{jMLLO)^2(fVj#uN&pZs>8)Fkg8?u=iUpD4Wd;6csB zaMu?I3wWnmVF9osU^7iyaxzqtv^jC1W_p({CA@z9dJ76mhgL@^Z%kw~;yZ%BlAg=( z%`oRdpIo3Umb%qtsPOg}mnbGU2vO*2npgz0$m zo&tPoHVNDHM&iA(K@@MhZWs!{av_gMhUmPmTWm+T^$iUR-wscC5{&rZ;S+my~>e7^0bVZ>CNO8nM(OOvc>w*!dKxdIFU z@p`WBR;{sAJvVb9`_(J$tRd{W^!ZDx8fC*oV?j?dI3@KBNRsgGdkQ-cMHTl?hh@Gz z|B{+)ZMR1?MpAuzy}h3U5}3`550Dz1)K(3iFK@6$%Z74QhWHne*e;pW(U{VynbpU; zvBYc=HT>#+3H$yhrLQXA|H=V??63Sun-8EiBGpLAS zuo`@6b;`Mu=4}N!grK-^AyVK{z5WrNqes;*mW5PcW!&epw6aQJ?FqIl;H;cnP0!Vx z)#jFFR_HR7ijZWK#r5%*Z{D{Ax76j&s8lNLxK`sCu7ml3L6+>GziF2*H^wbEe9x33 z1AmZ_W`8@6FPN9KhW%JtAPJ87ajVs0wmQFkdyZ1K;RX|Ei$}J09o8k%QD&hM?z#Yy zsq@VU&)EBBQ@=VjQ}nO4Oco}6Hf>0aB3ojpV5aPa>$kUerRC(ZL<$fZy(8b;Ue7Q! zmih1UF6NKB_OD}MVWGZ@pR#wJ>I@*%KjL8D0lzxJvw;xbDZiaux34I8*EM?}x?m&U z6pu>2SRUqtZOKZ75WlxwB(78$fD9@i6}JIgoH_!VZH8s3p3=i3?x(`4mY! znIx4Ep|n4G7ty8Eo}z1Cb&fjxS+Q?Rw|$-A;lR}`#w`~P$08Gw(IkV&iSa`6`%*YR z#v6Q@RKr9o0BkWqYGV|4dBti{9iu=%!V9_ZBoGYySXn+( zfe>g?8A+W+^`DL;=jiB2s2x(gmDVF45v7LI_{fmodwK}NVN&s25>%!3)gAZUkr^2e zoxf2qH?H;W-8-uH?CfmP4t?MnPAC@Oh*7b`r=NefnlL%2(dr&3h+;i zkJozdJF{iy&P1>}y#Q>71JABryB4dfPA0U^se>-q^1bJF!bgcuw*Q7IN*bjIScS(Z zL_oAfE&J{FEi)Np$ckEueD&(B*SE822$VO0E4G_p&8c_=h~c_r=J8=0&l$c|L#eHd zhmB9iwumylVxS)rA@#%iKMTJ~OQ`DqnF6*odH3~O_035}d;se=)W~wC_#UL$zm4(h zhQ(jnId3ffpK_2-RsY%BKmPcG45(3>hEZC>5@@GL2LeZ9Bsh;$y>e#n7~fTN0z~TF zb0Z+RfC=ut-2Wuy(zl0|_la^vzWzxnu{M(q#YzmBH3!iKMTRd{aC37rlg_Ef2nHoc zJ`hDE8Qrn)Ym#)dh_HuxQu>u}vpF(QHShu`J)s=mJsQ{&Cr+FoFyrIL(^3H>C_de` zGDTk%*O=GknD4HI3`*D^ZeW(ex$$7IEQBf-oBjF5=||v2 zKK&vJINl%rW#l`FbAL|f;m>(|W04LblA0I~c4bBHiU)Vyr#&e0Dn z?u31x{va{`49qRo<5*@$`AVjZtQ&OkiN5RDWkcj;WgkYAcwEQUFh;x-b{l`WNY0}~}|(IhYd?utrGf-iDRi3~ z{Z+!tFlGM+&*D6MSaEoGSlD$s9g&kC((f1~uli(m)GE+;o{`c76gk2XwVizg2yEcYh3NvKO!Qjszubih_|**fyp`nuKbz);z~)sF`Cm zYI=)|I5c7seX-KG@j2dPLj&*kT?R>}f}}=IPalPxuH{~!dd~T(j&m7r;jAKy>*!;W zlcfE)VxiEG`U2B-&t)JrHI>h#k`>Y(Vacr>9Mt6HADw#06bmM#TG-;xYqTf?!}sjj zGg>AxRA1^792`$7A`nW#*5B`x@;?Lti>F3{bLA2gR0BgscvODt@27Li?;Co>L#FM< z#n%b8xkMnanE?6#!ZCl(wr?L{N>Hgy17q3sRPIB{kb;y}fgz;JbDaPW=roW~H%f*Kg*XQE z>M74{yCozF_vC|jD4N8!@qHY;d!jJAizF+wJn&kZPAf%~C0)dJ=mi-zXt;UZ81#yDPT>za2MCsHbWMgA9 z)*azxisFf=f4{F|it+SZL#P={(t%pDm(_re=3*1gHiV`?DH;co{4a4BEMf);2*_>J z$~znPCVUVCTQ$94@ZR$=;>@+{*E{?A;t^{Tb@Mfmsnt-z{U{Aq(_f2U>Ht8A%z^Qg zDJv^8ZOzM$jQ`rW*Gu%d6tm-7;nudc!jH+xDNXD5?%6|fFv+vOkQo4;;_-=zdWE_e zR>{V_2ThtYCocO z;>0y9tI=}z`6{-&)$7;SVG2~Bg`mWd0<@K;QY(;|GMvUt;bL&Gw+R)pIfa{6#EPuW zb+7~j*n>}Tu^N|q$5oCoS$~n9?oINq$?7;GE9=i1OfMk$7?>FH z(5LcpIU-boRNd3lJ8%c6rCLqTH3}oEg}KWf6jh3rt-(ye%))y>GyP-Zd~bYmoJQKW z10wT4R4R}H3Enj1*L1j?r>LU1C|COD*zFx-Gz=C(=#E(KGsDPWF>xSEcx3W$gg zln+2a!_F+bK2-n=88AKRCcIc#{6$>-A%fid_7VOdP9fq}Wc<)^)X}5}BC4}x-thai zUE9Q*(n-}1`AIj;s5I3Cj+1P}p%;MJ@qp%-fU2}|@pv!s>CoWX#B-6$5Y|%^Vu>nMyvdYcml!mvr&?s+ms{-bRt#B$X|F2%H4gogM~oI z#AR(izrGoRL!~z{t2K31insS-FvE)2%|l;6ML%CDe$TMsYF@D^@g>k~G>rsK3y((nAE1+`u~$ToXgzD@X)q zyotZS?8-hWwg&;kNXVn`b2M9pkzs}%1h$q;lZlCmEV?5WZ!aAFR8x~t^z_Y#57Fv2 z^jkEaoMkhUAscgRFn|!#{iLIF*ChQS;@q+g9X|!V5Yo0qsP9po|J52DY6~@CYfR0q>5l+ zKev1LZo&Yv-$(25iGW}CkRaH_xuq^RKfG-ynO&UCd?Yjpx-@6YV7+wXs>FS1&q8QOy zB}V?ZH_^-pZH84GH9pu9kN6gBkUYoK54RNqudXr_%+<4>9l#^={3NT+%3)U#4HMBL z8X>wqWD-(L=s+w?_`o1A1Z~VWFi^wT!!WR;QS3nykqo!QzW|A)1`ePW2$5uBXvb6- zDo8cZ(+;Ts(6tYuoTGs$5Nt3(h?xQ<{^PKC3HqYN;-zyLv@eaVGM zBpV~Tp^lYQg)l`J$i7#ep7C;BLXN*8!HVk{@1z|Vwu|V~kZ)(hb*L>kWdq}842Ce{4M`x4z!M|T2L7R{63sm_lLWHR~lD`Igl(aiUq@sB}O zs|m&)Q5a{Sl!sNuK-cH-T2Q5 zb2Sf=+8(Gr)tIKsZM~Tv@Y{-YzCJ!ab}AK!G8xdV2}unMk{&Dp-5$Ou&e8IWb3X4% zb<3~$^6Kg0p}ccz{hJPL-n7X#C@3x^j-bYBQfj^U=OrH09c~tF9i5B|pS)=-zvk3tER%;G3R;iOMX?>|&F=fhjSzMEa=6_wV$nHveZ8Pf zh|a9zemVTal|=kCp4{{+t7n9|g&$Ex#J)deTtq~KVcQe+-T;!08x|cWf+}8}Jx(`6 ztE@{jVVKitLxM>baX4Pr1NoFt0N;m(+*>A&d4vAq05grN*HGK2L&}HBnu%FWBqKFA zhlr;E64};Qj=8Mxzi{o^b*w4NGArr5^$pN>BteTf4DPSIQqt8Pcrol{A9uIS7l=IB zxw*szMWDRSLZV9;sj`l4UADDdA1O!~AqJ6#7%WTyb7>#Wpy(ZayID@%eck%?0jx41 zM-`A}Q#17nTr`sNe%-?ejZG9T%-!l*kHm&V#|N`paQ;nb4aP0Dxg2=2^mA{1&m9NR z*@JQ(^=obZqsaK+obaQUPhjELe^4LqNL?g*D2e`ppgK?p~bpiZgBj$6hSw21Ci&*EN#_qT3YzLuENON^} zo_-svB{xpv;1&2#`|M`>*apGm^H}*fkrm{y0wmZPeF%wU5z_qu;eW) zmK%fw*tRVOSwb7ZK{MU>F(Hs)SY_zp*M4Pn9HN~PZjBz#0b{`hNgBj#D6utwq>q8^ zq;}X#Z2Sq~u!-vgPe)Y{4EtOhm<&!nK4qmBXB8lLBAqKk_kmC*M;x`p0*CmsWrk7k zQoTHg5ki<@$l?8Ahw+L?I8#$F$eqRu>M(``b%Ji~1(u%%P$Gf>iP6FiSa3D)3M?X5 zBr*_A#HBzStH+a7$3Wn3iQp^?bjc#FKNrp^nhN6R3T<0aW7s-O~ z1`w?s#JGl9unsrShF0dK3al*^n1}5Kn>C2#6Xd(?&-UX48)KG(glvo|cufz%S7;0- zhxjs)C!>LriP8?|ps>qi3ZhFiAe9MljCUkT_IM19Q&*_ND9jo$;Iu&r)*+83;?MMx zLX)J(#ZKgAV>?Ae9Z-w5@Brg>`v6V$|LP)apU2A$5bmsPR<|ZJRaiLaV2KhHi4W2Y z*aVZo=4`mK6{4j5h>_yK_9Letyru{l;Sv{J#2AgzU_m+J6vX6?!6YC>w2;IdCR$t4 z!xfMXh|vd{zX^n$AaU0mXLjBAk(`pXlqJuV~20aEgW=K>A zfSJS=W=8~q%bl-WF(wXL6z>`K1Da$Bkuf87;PY?q&`7L+asg+{bzSEH{zUbcC&=u> z#ykejHU{8qv8SO(r`T8TOWNnFT0fzy#bVqVQw{I8go(Y|9)OyNC2Ky0&XGYnwOQ+% z!uylQ*RS{lKSo7V(K2F_hVaqz<=M&F4Qm_g3j0xGMBY zuwSkvdGgTk?2e=@2DDq(zyKkG_o2_}$=rBUL}at>B6~*49{Ka20>~|bC{Jr}QL@>v zZt=0zX$Gb12F^Cd_J6)46>x3SsU=1KO{I*lsbHf6F$f&{w0h+#`D3R&#5W5qf;JHz{pZ;>1(@=3=y|LswYC@MN86|gw&98okUXtr$F^mHzEhF*fL zmFWAI>2{M>Qz-xc?RvSnhu~RKrvl8xA-WTdBI3+a3(Ukyw3T?|z9|Hk566=XFi0gp zcr-kzFsQi_{V(Fo(p*O|ai>_FL`;XMEe}Dy*#AI0iRLKx@fRywv`pcvo%xu@%^k#^ ziTn)uhTlvJIVj!W!@3o!i;fn`ApLUns4oBkq?{*76S$J#P>3CLOh}&b6%kVLum&J; z%M)<~kvRAeJ{Bn|)dV(KMSFYuyZOH_ej0_2CPA?qTnrHnh`tIvRN9+(tqoRS!;^9X zV5J&>y|ceR0cpt;0j2g3;x~b5rI+Es-~!P7l)q@`qIfKLQR24{^B+91>tWuMNBZWp zZT6CwkAZS(O7aKd{-~Gx>`9m<6%fsk6FK@`A)j-Kh-kqzkdZkD5VU&bN{))U#Z^h! zwNc+s8o^fqr57s|A@k-#t-LEQ;SM4FF=nKkok#K^#DvsCrpLB+w5ndrVubaA>y5-g zfKN62MS2`WH2Jzi=?lvQyFo0HxD$Z^WQa$s1k5&p7>EUHQ~cqB6o8yEI9oWahK%zU zU)SFHebF@s(*j9D1C0mF>sk-1gE4o72lHK!#GXB`dA=VGF2%Q?!hyxtR6gVvNk3u| zEu&@6wthSJz{-@tbEx%DV+HFtLx)P7%i4oPef8?qEI#7sp-}1;Bio&Uu+K9}6WnfR z^R9Ef4lO!xW8xqXH@X)ZGrGQiSD#rL8>R=8K4#SnQ& zU}}bL6(Tc($z`RY0=4@?WAURX0_1W?zYfCY81kn^6X+TKi)Bp2oCs8v#pe#}73S2- z31OtgGN3r>r2H41U=)2x4;5)*9zNXxErrkV*99_2+zcIqr%+EZV0!}e?g%JxQ?e-jzLE(uB=-fxvw z4()6{v9$jG@$LSTZG}PiBj}Fx&@Y+A7WEUOCFzF3VQ8Pw@GO)n;ujh?(5<+XG0&er z54_#oeR%Qeqm+>X5wz1K>*p_+K?CTkg-{d+Gk;xB=t z_-$*0~Qcwoy*as%% z^m2v5$ObF+<3p!l)Fbw5IBK4f=0Er(zz{@|JPNeXIJaqD4joQJL~&SjnRxtO?9=<0 zy(Xf0EW0?w+r&X=Ce;cP3f&bXDFd=`Ya7RAxcD|%GSoP!*<$2VAu|B zVuS@d%S?mr9-_K{B&ls9oD+(`C?aN|P>+j^tpI8=PgwFF6gfUQq3#7v%FoyL!rUA* zzF6>1q6H7E8{j!JFRui5MMA%dW_=2w@U z0BnfmX6;VlY9|*oF%jbE0X?F6eR5u&_D%YmtNXUT_}OihTN3MVo$uq|CZ;a+ibM1k zoEMatDIsrGVmL7jV|{uHjjLlLIw+cd^8$cWQM;%x0cI(!jFG^Ru2j4Yzj5M-DBpH<~?qUjsaTAsvX-;Eyn>;trR=AKJ zo(8iz0Te*wEAME z6&1b19Di)jEm=Z#R?G2mIe;pp?{=<(W#J1NPh+rPVpCIpMb4nFM4fQ!@yP{o=ycDi*@FB8Y2J=aYB<0urh{T%SZB$-X)hH0SK^XNIZzmBKt^{Ti3tnSb%m@{$TyWc9h#rPo6xAe zd-3x<(v~;q6lJpl*uy{+aOe~`5d{m2q`3I_eN;gID)w-f=Kyjh#N4X3)KSvTeeM97K*S6z z5F894QNbX9&Mj2+Eq%mFR`L}BerCps)GPH zm{EcqxmZ?>k*to8T2B@36jl*zwz^IrJ>j(AmrN)8+3u6K2(?rz4vQ(tD$k!kw?&~g zf8(!dvHFqnyQ&!R>kvB!xfK*u0p(pvn07vN?tJCAr-%=csBci^<))j1f*4g)RAO^-H1R(!US2h5 z+@1DE?krUV%eOA`UmF(}hfbJen6Z6+mqicZGNBDzkp38M_0xRoU+*Jl$2|Z?$3SDPl*F_6;sJU*knr`xh)Xt^AP?(^iQLG!Pb5V<` za95`0X~72lng}GlEYfG5l>LK|m>p2JCDx4u`1!#+{QbrN_H}K?MMWnkr=n9ni@Ui@ zCQR8&G&W4Q$-1tK%SQTz4E-~4@=m0RcWAzR8;RIl$Q^nT7Z;aoJ$h>`#1;!2N;_Xd zk&YKB%aEO#rodV|R+?OcC=j6REO>J1rlZOBBDO#<{@+KYE(y6K8~FM7M4()*Z74vW z22~M7c0b1w9%^?!bTfsS^!1@~1f?B7x@52l;Tt%`-Y<$sM47+#lUIOPe!V^R4 zWu*d^L=%%U?DgGo@ky1?iD6;i4xRWIx?*wQuC^EM-R-dZ z(j>_?4+L9dNVWlSA=Kfp+vVF`cIfQvu>#ArAR7{DHCvm9m~Wu1K4vB6-l`WeRoHQ8 zJC6aKL)->vHeJ{r|IRCSsr;e&MEOj=`he}r#VB|e~>S* zHH>dhUW&}SHmJYNX9j7{&BIeRxK!;?%DAxdx-nc8u<={H)}bst*UFRxF@Pfi36OIL zKm)lQGRkuUrXa7iHA_!Bx*4b;2feC^?hDArPQ`PK(jM=0mY~now>m4!cjE1hL15Yk z$S1#ABK~$gdPVm&`#L3_8M1QOATh_`t4w(RQrQlaVX$14LYQ@)fHTC&4j=Vc)}bFa zT<4l}cNy;;a8Pc#m6Ar{fUXY%yUn zR|Q!zw`7Sbu-Z~v6t{vzaA;AoW_kf7^zEigFE4|+eXJclvP3%W=UJlr+7sSxIkEKk zQO3O~8xH=b5cmG&XF;A|7XNyiFUK4e#ePLP`R0nN1u7jL;90Q@Xh2^)y!`KTVVdwa zGULBfc^vpSNb|)CBp9c#u;yZTsvBIYve%x)*cv96sUkSFMC~eCiF*OAg7fNS?qVa~ zvEMqWV;_Bb6$YoZ4P`&2=Q1tdp!64_{x8%!|H<+xeOE5su{We~ABIK8d|iC!E|C>{ z2Q}hTee;F2_DSxu54c8wDYPguIvNDwyT5kQT3_~>y>f9<*?l&CLi?%)tv4JyOAZ~u zm&ZS+X!}pz#J|*lnvYs&pME9%8~{Ffy20G=b#wSbZA<_H!CbG0Q>hIS74{NFy ze`8+$D+q6C!BhS_%jus|7yq9z`Rf?6|1?+dA1%Ad<46%sAsrMwIeUb(wnO$n!&LQP<>Hbo67rzXNsv}YBtIo6%&b(RAOmm# z5g6Dk)lKc%P%>D|0ls_m>7_a^YG(4`smtp3+LR-4W#$c=$yCLA>eD>o^Z&X6a7sBWrQ_u^ds7%a06)1= zw0mFh6zX&%9KyA0*KE-YrPTy0zir0@!CuszN^WlRoZ%uUxnO)d2A_p>?o|1bfK$!l zeaGhGzX4(^yHF*P%8HzV2J3~946mqL_iZN<< zz>_B&;pGz%}=k2@15A|K*=Hz-A%UI1olVEdNLn9E^DqGLY z$Y?6&#)dw1MA}YI=FQ}@tSm+%oxW4YsvG>5GMIVX%CW1QH@Y6d{iLF-9Fmfsm)GpH zROl9&tV}7}O~7*x-=8QM&&1^iFI}-m)dv00lTPFPMAO*`i)q<7Tr5;?wECQr`b*4c zyHDw3I&AcLTTOL!cXn4;S|;AV`yGRxG8Rz{Odv;`3SjD6%Ob9Q#(%$1#D~Q&cPvil z%Uq`kZ(j#3OOwuO8c)gQ9e2QF#m2;Z4BGPw=D>l5G%0Ue@MdvP>Uyi9y$HS{hF92R zd%rxpj;byFVmUJbt{3yzwq9Pu^vk{7k2`F=Yza)sc!!8|XwLCw4Je5Mk=6&VsZU8~ zB}`w{IAMuei3S}$Skw<_zmf-?*4vt&OZo?3?rPFlY_Oyhac>c=HW(S~+`sYud9>XTJ4^S9tt)IH3+ONHvTFhBo@htUZ&a2LMwHdXN$?s&(_$EiQ5K)i>XDte*Z)bREUY|C6R)RDVqa7s5mC zmgUf6XxMNDA}6QkVG;}|%WwTpxU2c*Qi1TVG5AvK{U>3u|JuAq=pLA|zUzNUV-J;U zKW}wFn@j9{O})rRPd8A#vx3!HM^=rHTWUZ1b1}eiIJhPqj=s>SvySEth3@F}ye@YJ z`TW8WSDk{N)?$MFLiNz{H0r^I`DtrOnp+|8TG`RC>4K zen#|Uvn$Ii4z8nTVX^#+K2O_#F*UMyul?@*hen-K`Nd`-(Rq*Zgqw7yX6gIdHgj+C zQ+KqGW%vAt`KC}LAXw0_r5nV2*+)veKe}OS@YGrEfcr!i`NHkf-cF*#mO~r zq-fysmu+UGk9$!X)Tr}2)AO^2_5tJ(%F#0~?}#k^MEPH?bn@_jFl|e~eQfxeSH|Uc zr|foqQ9)t$?_gb?K&!jL7hMM(fVgg4_ooTBfq#N|Ls+G+@8VXRy3pvZ(IGDWx?Dp z^-#rvA8XXPHBjv3AD{PBo0v3l@Jc_=igmaT-(3U{2p(WxLfwjdbJ3N%`Xd z*2gFt^uKzFz)aZcI-vs^MfTjebAJ)g#_c%M5`W^+x%`fvXe%w9yD0yn75)p$@*e^F zrEO_NmJ{X6&nXvid{Y(SVf}8MeJN?B$L2{F@$Clq<-7ezFr!scTvF1HX-bjYkHWA= zrZbGjue9GUEbzf5Cie5TDy3}a{5rPKGk9FmgSK5tq@V$BX`R~=-S3I}?jf+3m>B*1 zK;=ZW!TN~<*b!0=Wx1;>gCHXaUx+7d?)d*Ua7lJzG2xGN*jXd zg^F4`Rup?m9i0#+pS<@Gs}#;wOk^n{bBAsea`Xt=T2eB9D~fI0>@G44S)vzBEGp8OEZX-KzqM0kqRCl#`0^G*a!Y^N59U>{~pj-pzSEqG0X~-h} z*u(F;Z|$)7f_8vJs~L1fRpModc#0WXo=A@!+MR0PnW3^<+ED6C3jL!>I^(LIjp|uW zW~r#D^%1KoIoSk29S-34j0$$}EsKGqBeQ{O=i<&c1NLU9`Er1K6APE|ot-agYODL{ z-Zj&-$^GD1sbCuiJkUgtKo?Sm!;miV@DjlfqlbDg!=_7?(7s&U+*RoQKy$MQ06RH{ zmmKX@n!M%eYr*ATiac>XOKfZ`X>w<+2_5WOXp&%>D4e?8Ja#86u@PG-}jOPN`i zz^JRDeS~;df#RUk89V4?2xiMpY?f}Ax3m9K^zNk@>pMV1y!Xyn9Ci|o#=W^L%6l*CDR z$?kLUIE3se9nY&{M8ckm+G0g9@Wk7w=;-Kl3I91@&&|QneWPLnm{RB^j0g2S*knUu zB=2wS@z=6Y`0L26xnBW=)o6lcrRMafme@jLFhi>{>0q%tAg`m7h_gi?I88*>u~9+{ zNIO4HBC$&x8rs2BzRjk%JXPZ7xSkvs>v(K3d=R7%>|31lAP)^@?90jZCa^r?FT{fg zqVd+6?avoxyCl3#-T6u&^}{>v46Rq0*-HxY2-@BDnho&lkM6np`|Gx6Yu2u1`B2^$U&M;y|K}wP{d==7V*fE)?)!@--a85Q|IF3d_1a?+deXt z@L0u-J-2&57uVu(nK)1bmr5nIK8{f^7h}f3rtot2Kt`=RQZ5<+OSwEcDae6Gge*kY zfH8dA-jNXNd$2V~qx&c^uoJ-+$LKxP754C%EGX+7K9|u3!Gg3=5$8Wq>9JuFKahrX z$R4DB5xX!8p1K$0R39>m7;MrlO$>M5ku!t2a%d36P0mLysBL^vlWmw`c{6z)jzTlQs_ zvYOfs1J9`vz4`O#**K?~pnlHt(2Ex@-Xl%)wPjsuI8V-SC4WZS*?G@HwH;uFe_#s< zK$0~2_5G6(0@aTov!p{j0VUdwoqo011(VOpI{dz&l8f&;Jm;Q|a43iP&M75Mc(+7Ho4}z*7SQP&EE)#(gtq{@7 zp*TaaQdKn?#5v=enVBtMXE}%6V~mbPb8J@f35Q-}nmeK)@j*%FVYpP|M`q*VxNtt& zMOfD_A(_ZvnQezRW!1WM0ywso?a-kLTV$j)=q&yI{rmFvn%}yTd|YegI??3$;_1^O zG;Vw#51xH;@Xt$4nWa$KgVB~42nDHL8z+drAFvNbLV9xT8ckm|8gvd~C_ppU2^nE4 zU(Rj$fo6xyOmdh4n}9&=el+QBGx&_|Wf?fs9C1|FgF_hut0)(T-Fey^yLS3KdZceu z9%k-&h&|uG4ffv#=v=Gj)?oB-^ypnLFTnt9>$`zy%$cf5b~D61Z^!XYu?Y!$@3$#w zXqey+WLS}->>j#e8El8h0yF1>L+@wNtRo2e>M*VkOQjNLsx{j7RKDAJ6%|LM8i zMKp{n7Z^&Q(#e2(wtLyVaK7QC!R@Jcyl&^fHV{W0jv2YT9RaH$-NeVv6M%&gZ%yL(xgN0pTH~=h*ME)-mDc=*V{ioQXa%#f{dF6Rz-LWt@T^>fsSY#ir>H ze_!7xFdPN%u*|DyMrR}rXAx)P=dZbO^JXAiB|+$K2_lbOYJOD#a#OQy1YxK45W8I1 zC0wc_&fZD1*{0+?P?2^~?g->7B}GN-EF&CxW7J-B^##r_fAReJ>)By1cRuuFWj1c2 zly$6shQkHULetCcc@gY+sBP?si+Fe-4j0Gy6*pI{UVRuo2XeheXk@KDM7%A?6lR1K zL+CQn*^7tXVCavy&%4Cy5T{E|b*zsNpy;9Z>T})@vl?EtSfp8fJz;Rxe4zsaVuYQ; zws-FvEaYHlXPbBIFeAOf!Wj|g^jGheUysnDtg6b^Q~hRqp=r2JHnhyjX<@Vg?h|et zri{XR%_6zRF7)0(iNP%Tr-oDrVm zVTB=zH$Hp2Stit}qoac$8{}c(Cj83?wy-ytl0y@m^2yN=IE`X9qIEMR z1K?9uJ>tjA6;WmtRaMQZE38N)>O}lTEPK{uS*Qc$iogqEF-GeYIBjKbK8z0dmEO!I z3ngFzoEK#v`NtpKS64900~EHpjL1;Q3FV}H4(#ma+AuV$-Y3FyY$=utp#YQeen}Hd zMxwE8lX+GTNZTsZ6lHI^M_EU0$0#tnUs%8riNV_B?VNeLpI#){oX4p<^b z2Ix9=(vyEcfuKArq-P6L;R}yh(VN_xRXCSOPBp@=BF$JhK%@f4s~Kb*$4@V}>iS=3 zxyy$$EXbK&Nvl{1(j<-Dz~@moWYie+Cpn`7xAsJQW%ZHp^61{)UY6PZsp#bxV*uaF z0J1)#Ejl!4u};F)QYKD1oY6!~KKWy{T8tw03GlA%qvBBJKynUA?qJRtv{=>p{z;${ zKCT7;E>R#72`MfiK^f6CR2X^XSxiif@SG=3qk&V(7-#n8^d;qz7S6cTR7Dg9LMMkd zh1{Uft$ajIRK@mF#MxXtc|T8J6nY|OLgRkxT^|Ww489S+<>J#CafmMb1SYT^)Jpb| z1B!6`7qNp2w%Gdc6il9PaTzHk|H1$oz6H$8gI>Qr0cfVVQ*B`iXM&QWpb#H5`qXgB zha_4T$Qg-|LqFcnxQK(x)iAS$|A8FkMgE>?*_K4|IzcRWZRhY6*2{H=LPW^HC!?db zIxfTSAYJ^F(_KF}Nh>cW1??Lq?q{S+GA>Tqd$GlVoWs9aPLv#C)8kM$L(ad7B|dmS znraxb_EGVv1c(tE-%xE+A54&>;T;x%({TeaY$yk?>}vad>23J%?pbd9y*N1at}Vav&U}aaJnnBFBLt86e(; z`IqCIC~SCgf&-k{2?N9!O13;{5z||k4#3IG7Wo1c3B*rDuKQX8* zh|llfd(|?y+2YHuHqS$Ft*MYcMU>xW2l9|VddPv-IO1TmT1n0XXLu63#OP}}USk~4 zK@b}&6^ca$Yb>^~_XXOE#3$8~n?;)AT}f*wK=MHS%QuZ`-ZdY7W;p=CE85v*V3iXu z;{e+2p`pN`selGX){1gt<4J!C%~M<{Ip>gAJV@WXoapckv`y@f&DSKelEgGcBfIbYE`;bAwb12fVB zN>XHG<2%0xhwv|PTnr8JJOsyj`l+*2MPNa4Hk+ERqontiO`D#>SA(ue6~viJ!vGyN zD(PA$r>U>n%w|klbWw$3QW|KNq@q$OL!~k&ng>y(rA47jZ( z%~rn6lyjqUQ!m@N0}q-~%up!A6AA{-5P#yjGm-aLHi>#u%u0#t9DSkCiy03wQj1R} zaQyr~d}3kmf-{Jy5p}scCK+>00>xq$p|y!pM_J&!`PHsy_sn?P@rmy;13HcUYHX5C6-z)^yRM!_h>zUCmMaZegl+sj7%LR}7kXuX0XkW>F?`IVlAPE#W6Gr$7)o_lMFtlnmt~) zK0>54s^yhnZR6^Jcb=%$1#OaQa^)0_W_DK5c|#O_%)X{U58A`(dD>U0!0GqRCf=9V zU;$8sb2x*eUBpba;zG~u{up$&SB>4*Hg*I8VER;|juCkYf#9-;>gbyTDqmihuOmzj z7>|b)d506d&_FJKs2rg(@zJC;bLSqwFm@;jhT_U9aiHH&EA)irJZxdB;`gQ4^4^07 zrSJ*~;Hc@*BJQB5UBw|06^@t^;`-3$Xd984ne`-r>lV=V`J|W-dw4|0lDA*p`N-)> zB_F{+dbe&VslkefX9dgk2y=Xq3z+{Fdl1C4EUW)DnStRF{&jH#anKgFm;4ZityRVW z%;^d1v{hS*v9L%GW;J3;j0GMb2yT}ek}M(d!wNC_w7AA34D#nAUg?GEY8S?CtweAK zot}BR=DLkobK?Fq5;dj0us8Xj&>RU(pF?TM|I3iQI!Zt@I- zm>PrE$3LdLZ`~`Gb(aevlvpB;P^pNL{{5C)O0ExI>~#-N5e*~m&ev3J3y_B3r7lyY zi`h3JQbklb^Sw?5mk#6w)Lbq85^e{k=VH~p_FrTeVT>+_KInn}?0Hs4$bK!Xgn%^H z)6<(oY*n|SmWPb!!qkEoh8Id>jBrHBJ8z*EV)rIr5Fu6Ea*x!Se+u za!V31Rv5PylyStY9$`$xBRPX_fWSRMq6qqQ|A2B}I#KjPw;NZop4?T6M|80(C`fo> zI`s0*Ah*{;VwN%f-WL-#A(e${`&VmGwr4Z+RXMtPJ^x>ug#;1H?{d3egC9{@Q0Q4R z204otP{!^c4BY0co&WX05;Bxn@7}$J{bTpV#xp^LkXapuoFwZI|LYmbj6Yo|!Ob(< zeY$Xe5aH*g@8<}S*Ks>qkkU;>-%cd@vf&+SqiYNf8Q&3UT^Lsi=T2ra|0DLivpXxg z!7&PIL)Wcn$iGMO*!UC+t5$uQhWAW zG<`OJfSqP|DyayoXIMAk=l)ZN3 zT}NNz_S!3_Pn%{!Ve?Ed%_|&N(s|F?lojEA^?^dW7Uq8)z6pCYjoUp%u6{th6TuhX^ zc8KumSTtI~C_}GvqJr|9nkTQtuvB%(}9g=v|31<`+ZJq)X676oeoGW>)Ab6v$ z$FCfz<4ZYsqD~O(k_dOg-HebYDyZqv!rRY{=FKm) zG5qpk4aD!p_O{Dn&<6o)(T^GaP1!Qy;eTPq!<||cFkHkivNz0uFoTUg%@Y(=q42#E zWUDwygygf&U%iJ;64s@w+?%H=Itwe@RcM2w-_7j)4DimXol&mgDOI1S_%3p!Rx)WT zHp5-I`NLfxGH%k9f?`f#+VeF+4>C5RX@`(;z)0WVdSHciW%AE9`Gsvu3SW+w%uGTl zWAyt=NqPQXCG+RJT{dT1@6NJz5SAT1*!w%duFLl^(*D#8{O4nw|9@hN{*CW*x~ z_;4g!%xnD?xo1x~gH{*Qf#-?nq(w#)9&pSl2r#OFalZ1o`r6DMPwp=;WAH zkBp^=4{-pyAsqQcqvN1DN%B4Ct_V|Wkz2*K9ijB1`WKEl&$sxq#YeqNx|+p8$tamV z1^RVwul=0yxnK@xx8I&k+_1`=VDMFLm?&P)~Fp&2389(zF$^RI< zeJQ-l^a|r&uX+kn@&YRW3Yu;6Xoc8NU_E3^!^P;EAU7#o-_o|w<;v<(2kHnO$}4T* za$GaZ-;dAzm$+I;Gl7z5{28MBTlymQ~)}Ekkv7Mg)*O*_RBX6dY(^w)+T9tUaO_D{K%}gK6brw zqK;>MSur#7LA}el!#~y+B&i(L)mwWs)Ok*t!lK%AtE0<@I#ruHx$75A?KH)1j-Ax3 zx9fYn|0YxD|3)jsXZnM$KFrn^q<#z8RMF`F*omQcb)3;KgV}N=GA#L^>6*u|A?jAq zZnV_Qznt>jy8h|0XSSvOji4y=X!T+;o&|teKthp0@0OPCZ}{+G6tlsW=(sQIMs4LkkQAEO-}jL(rpmzG_ZS-4kl=*4xE;a4aQ0Tw>Y{XMeFleu!pZ>B z!p6{H_H0vXN4DoF#<*s9)kxF8*vS{)S@H43jbq?#;gP!LQ)`OT7=${-g#7%1f<5Fz z8}o(lP8cn?>NMtDnS1fZWAAyDtEN@m~Hy_Y^Z7+K9tewA(MYL=y(}Msu~&|hv^ymLqE+H(sx9PlMVl}aE_z6 z73Sd~KGO2VGz{-#SjO7zJ#=aI&0<*GL0`T zBA*@m{ez)GdML59#-i1&z6k#&!$T)d%!F!*rPC;192l~C<;qc@iET4%Z0hkFG&dK! zxMph{_<}F0@uTK@F#m}|mxnXm+?)Wd77!4?XW#PeqYaO7nY+6+b26vm;#8ac zeI%pDjOmy6_%IWh2QakdG}_c&@BeeO&+*Jv-*1pJHc*SxMN@fFQBlNxjGRs%@UB(2 z>Md;8YHvXEl%BO6{P(qMBjS#BeGVTs<;Ra7E**Z1q>R5?UVadp$mwK8J|))IylXY~ zjk2)s4@xcg-G2CiZv#EPiwW4WWfE{T6q-@lunRU9CfCZAimk4~<8!Rj#MqeYg;fFzco!tc3Q4 z-@4TS2jOwJB95ATcGT|OyS22nvrkP4l$3hBIRGOUOFz-$uS3@|lm`q@)79+@U58t# zlw_866YYt}tKA)5+-v;sAp+~fsJz^}ce?_0vyI!DdnVXxR8&@Cr6DZ}u!3^`U8Yj1 zJCc*NStYD|VVUaZmKF>8on7WGYp^m1XfqVH65wj7gvH)x|48h2tK6}5kGj>!(W3(` z;qDSjN_~I${b2 zT)Su^PFcKoFrCCnud*Xe|C*is_^~2969UkQk|h)`71uY7rK=*Ih%Zh~N)y+qPiB$i ztl-#6>#HOvT4h{}ORGW|8y{xUH6BraE!``PrdK$!$nfVW#E|6|Jll$)wDLYkV zw|=aulE}!&$S+#8WXU!zACq>{(A;0!&fp58?fuRkGQWm_njM@%+Ilw7Dj~t2Rr*@H*y#?v1x#(w-|MYYAx5UREyI8?5Mw9nJ`4pGo=jf<} z`$`j_rG}y>n=Ba&ZPl4&3ftr3;}gcqmiC~=8wd8HyzH|oATdib@J(mYP z(KBC!1Vv?@r#x_@OL}-=Z~2CX1}*&98eV1&=7kT#D!S8x1y3ysr4ssUic_tkixqS* zgW7TAvac`lDo$Fp83;GoJv_99=^MJ5{0?z-j#i(-j*4FqkNuqg{BsyxITrNw)sU)U0|_fN$etzXGe{Tuc zc$-$ncaxFH0N)g7R9H~aDm~_aiDSY}Ua4)4609E0sHPkbubFwh2j`eLcqi`Av&mrQ zP%cLDHhc(!0oAd8|J_?O9UW{-N?=ab7pb*t)^#_hj! zI9AQbfL>voY2oibnayrZe7P%z?5Vg9UHNP`-^uA#dAS0Yiony+t|aK3y@p$g6AKRC zt6b(pd#qmV^|NI)k%qgO{qSLTXzMuJE&C_#x^hK_E}7?tNAmQU3&De;F0Fo_$|tEk&IoEtnltzk3q7#Oc&aZ>MM&>#4Nt} zRAQnmT>co^>QaOfTExnrhCIAOW6RvVhxDL~pa(-H@aRFm_#-uV|1llojs zH`w`(Zc`2zUmLrI)}KFJ@p_#$V@BUbta$_X?d!u`OQN@FZeig9&Tl1NX(O}usJz;h zRR3^M2Fo8)Dq@F>o$<7yLi_?SO4V_;i}niS687=a&kr9yczt{}Q4)D`n=lwZZm_8b zZn~2qj~za2a?XByTFvb8(oVC_*}Gu2Jk8qL-Se8XYk;&*p0}C%%e}?!DSXa6a9C5uWVEW$JaNHBuk#M17Ndq**m zwt(rAA3S)h!YOFVNK!%A&FPc(VBN;fm~T-V9X8e#Nr9MLzU}%opCX0@U419CZ98fm zN93*e`%gJ)ugJ?cf5_6F%Aw@aT2-zYQ@FZLdWgiUW0Ll#^(;Zoqe@-6a^;hT^-CM9 zs7|xQ<%x)?Gzfq8{P~?dx6(g{?5?~EF&{~IyTxG?KZ{{t&)+}1lZ!?-UY$8@+O`uX z2Jt$Ah>JrbG)+L=8Ejm{L9T>zT{BXcyCKXz#v#fe;71qVz4lE6+G#tLr_v=P?6@<7H{A_nkE+ zTq3v?peCG9ASA1Po45m|u5E$s`nl#Bl7m{C&cjl-)wR5coD$CT7K&uKU}$H8GYg|-Xv zlPf`suy?>u2pPNcWz{=o+1mCb>!h+)?#4e0oSh>C>wQ?;RT{yLI6L^L!YFmiqWqtF zcQfHzsek`$jw@S!cgM%85hb+o4kk^$-&tii1EYhgw{Le7-a~h-Wb+^#kBsnK?J{?~ zmX)6v{Dx%mc{2K>#j zhxO})$J>-;%hXHV^*EwSR;~=8@wOBKTjIV^k$+f(9q92}jK6BpGe%LNBEDnx?B0?p zVl2zp6hByBbcjz+SGNAEH)GD`>~Tw7TE^~k4)8qtwtaaoVbut9QKqLR0t05vpC7`k zj#t5_8hlbNZpx!WII!i~n9$hC9%p0;h91f$pB zi9PM+%(aVF_rMP|D=_pV+#fsZr@)BbS@kq!RS-Y8c!b`!Gl!46oA;ROQRifO!q!l8 z-L7QI7Ma&&E)7u_Ta++vTnEE3Bu?h;G)(hIg~C?q&MI6->UpHXRXnDU9N57s+C1Rr z)0g=#U!LT2Szy9(2FarxwUlUhus?Yw1zfd}C}sJ4>HfddTNhEPh@BkMW@`?f4%s56 zmEsA%5y3}iHfWCM?@JFUpL$pHn%Dn=ZC164PQctlEDxH+*8`VAtE;PX-qU?qNk{am z@Aq{v_Xd7ipK@M$T+6%>^B$@to{JNmgnc(}`rmj=M`#~4A2iWyCnsf!{)qk7!w{zw zV~0ES@8zm-xTsOaVeMdrPoTY%leKch?h^rRJ`{g(w_b>XeEj(FtmZYOG0^+NrBkQ2 z@hs|Dh|w>vMGN9Vm#Hf(`%dx8hvuPc$i4RQmbtnR{63N_Nr|tggM$qX{tLQq2QQo7~KI0#C zYF-P?&ADu)>E5fNeq~Jj_%hQLmk$Nu(_Gtprt){Z!@T7UmlHSYz2cbgP*`}Xdg74W z-ta+2M;|)4eWp1xLP9qv}kofhmY(cmPN3n zS6Jhzs(Lw(1JAJ_;|wrcepbm`sW)v1%T_P*@R%`RyhpD>Q9F_(1YH2#vl4zxNFir& zqut1CaZMfNXK|&lxIe$hShZc+@Z^#)@-JQfw0#g@&~sNS4(SKWMog_^d5D^v>d1wlao-I z;~ZK!G=%cHx?s0O{Pw^88YYrHJbXM@j0U2_{iAFoN|ah1$lOq9nDXhlBdwxa&w?X> z0iwnchy+qhN^E5Ax?owu%3{Y8{j8#MoXyS5%rK>tb-Jj4+q$K>d8Y>t9yHNO3F{zA zi0p(}@m25Nhr#x{LJ32e>frigekquIBauLlb;bvg2q^GBO`C1J47?LMN|LTz2@DME z2$1x?<%VXhsXcPksmzj_y2qEr&zsuYHO=pOYHC()uEp7y z4tm$eu_@cLrC~nbcWt1GiYMzjBzo&Re%E>ZyaWzS;(m)IY`yQyf1R-v?tjO*bEDXD z|Nfzova7p$C>H09AiQ#)h0*F%-4?ecKAVPZb@+9_Eac7P;aXa~q@|^+uRvh&kOdeL zAP#t&MR%O-oKD^PkLv_B3M5sx9*3GxK_JQD3b1_sJqLa?nfRZ<&WX5b_H!Pah5wfS za^j0rQs#J{DmS;E2`ZzF9h;dOc9yHt#Wvbt@{)Xa_4;Ubq;uJyCbm*i>%0SYl z=H~6dKuk@WA?25%c%$@}?_)J_aJleKh4YXG-D>IT?u5J{%yZlh4{LS~Q3Ovf|8ufYj^PT?sax>(;?ObYTBP7!83L$Mxj}-dwm)rL8ug zO@;_0BccANA!{o!ncbQ}S{A_>{4|Ruy)Bt#ZOU zZ)=YyOADhb>&Lkl9y;bOLmtURB)Scu>ARi1zr8DyLsf2uLAj)EckjlEWV7%mV70?! z5o&CL#nUAtlU44~`LRW2+Xbv(wq(f=CeDM2SjG+`lb^k%PV^%29G~QEU3(k_ZW3TC ze6aB#C@41;?QLHBVd}!5B_KgE2g@1?K%Ze%fi?&Zi&}I z`t_}1L}i%8hoabySDh{@c^-8dlIR>FE(Ap2nkH|J1J<>sH)GY$rHq~ZCaj!vF_aGm zoIO0*ZxW08s@}bmqZ(xs>KDAZeln%3?SrHWqa1<1@x|JPSAXmG?@JM}bm`J%8-%uphsToT%N-j1 z!i`poI8H7QJPY2ytt=sz@7s4L*_6!Ck#5Q$QAW|ScR@qqh;-C3i;B>E>C&Mj;o*~Q zFU5^++_E>%me9cQuL14=MT2-c!Ck7py*_&`CUVZAr0A!9A6gdAox2NW`Bp`R(m((F zlks!A(P!oRPoYf1c^fXY!UBsK%qfQbw zSfk7rvLZsd!UuhI^-d6p`o67NCmUGa?Q-!2>?=a#%=+ zd~MdI$rUAa1a#IJ=V9CA`Sso0ilL9Ydi3ZaEkBgv&*Y)$Y{*tBui|TK7dLNlb#)b) zKc*Ll_Qi`Ashb)Ht$C4gZjN`!^XCKIQ6tz=6r6x3^K8;&?|N>Rk3PnW0O4+1PPE42eveJD=+w;IVpU-CsR)E%GQ&W{lh%h2SH*ZdcyAu32C$ySGqdFlRJ}bD3pkEwc z%hf>nEorLC{`zrq@2J+ZI-= z_4N8t^zMfDK^xn%Dm!kqmzOrcX;{L76!*?tE!61k^8NB(w+v}~wEweC{>fK0HSy~= zU7@n#x6S23ZLl^`R8XkqR@S}DG^X0++vS=_kVO*}p~W^(jTBF<%l)xCcU`H(%`>m; zHZXx`A>Go_0_b=)At_T67EmEcym{?h2ktVjL~Fu?JZh+&j1utpZkLtyLlL{3J_E1u z)w_2Zm9F02dZ2_?_4OfCVzbWKFUn~7^l1knYHt4P@vB^21DRw|nY5vc$wNa-S5(9W z1cO9Dji7Xe-8N}>miT=5dk35ScMoi*{^GQDp~U~v_;PT2Yo4(uB%+`JKxcPEZ(~{h zUgJ8&>l?f3$_erALA^Wn zyfk=_g0*IC9XPY_q;cfw)9PNX7bnK%WCc!!oSjTKH;a$W@viOj$=kv;?dG5ZzAxxF zB&DRh`QB+&)MgolpU<7F2Zh2ih7}5IsBT50N4}4RD!;Y}8A)!%su>6}Q6F1-p?|Z{CPZQVseb zXJpgL(W3pw{G<#BOoZ}$BupROou9W(unkU`kl*=?gUoXx@FKl&T$dchs$eEa$R z`zzF@O<%uuwp%}^YeLtx7h)b?N*kKx4g0wiMNHG@&w=Dy`V31bc@$EWww8O1)DG%> zWkp3mZ1m8r7NQE^==oht9&4-;MOYinN)SB>NLsj4a)ZP7(L6h&USvz2Oi3foqexwx3}`+~^C zkj13Da{I3Jv_y-?=96K-kyc{)0wl$0P&A*4HaJ$Vf7cHV(Jns?dlwB7!R;nI*!@S3 zw1{u-A4l>wM;aTS3=S5&1gg?yD^^$%Hg#FJqncPh`gL11vdmJ@{5V}*v=jMdWd~UJ zY0d1DkWj(yI9-X1m|mdMl2_uUD>jPpuZrc;pPy08@yLsfb8>R_&OUdVtJx`!oNwsx&81YqK(-;esHI9>dlPF#xlZVn3XudEzRMTZ=}rZ~Vb_ry9C(|rGH zyFb}EIyr?J_MNciSr&Ka6+K-Nr!NBZRtANnPR;ijxlQKj*HyK#l0iGa-1QmBg^)Ql zd|pIKiXNe8YJP0S4YHJisJS6DcQb^Cie@Om5&FCJW&7{NUX~7RFLwXaNQ<$qzCIS} z5#9p0V`*>Sm;F=S)zs7=f|gPrPP4L_f@&ziG+*gFqxsvz!^5RV``q&x!vAQ3fPu4> zt4Q}AEg1sz5|ZMy`*jTs-9U4Rz8!l0AaqO;EGJDJg>5o^ArLWq*b$#z$jgh?IRkF0 zLx)OneIa;Nh30v^$ETRW-T&0z_h~>hl>~XmlDAU1-yy-lSA(L`Iq zl;Q)hR77=j`0(K+h=^1-q>XnU!eG+E7sKvU3=T63nYjP3(RKZudw;L#-hI%z{6%Jg zd9cmN%kK8}<)uGVHbe_EwL@)Xpyjk_(*gqpWb7jOzZCV7KmY7(vT58(507pnSxL{~ zCqHRF_IGx*s{fP12u5BI39mkW?1B5~rM5groskEu$^0l&s?f1alFLhB@}$E_{~x2E z<7dsCJ8ZZYfXO5K8!3?RB)Ze=s-qob0#6PoBwI}J^)=)o_3G7YNabffMiH|VjNwTY zT~u5~*<->ms_U4zLGE7daE%h_Hwj%e$g%!j0AFk~a zUN5RaN2kgvDG5}U+o!{;#yaTro%dql%$YMOwzs_grrmPk^XJcI?(Q0pZ=FH$Zo10a zQ82Qac6jc}A$#s2%0aT>}h#rYwk77ab>JCX~E1Dr{}YTS3rd1!_3+ zU;xV;r?}pZX71mRE4gXsIt@YsKtV}2e(YwZXuU&+&tI@0{`Bcie7U3vAxsspNYtOe zqDB7S|Ku#0oG%OgXY$fpot74%}o?rmI=<1`EixU1$O3H%Xds&q% zZ?r}4Rr-Ys7nCn*gwuMxMcNNodVxT zj1YC9*PD*B!hf`(0jRBF#94fV4O_HTwt zh9BBy8rv&2hYNpR(b|{9z9lwi-StCeAuLX&=d771-64x9jsb?!iTm7~a~~^*|MuD} z6=rns;H1rl9t-|(ZMfTivah}%i%8+G-@F+LjiekQO~W|{V#AZ&d(=y!qJid_I%7t+ z;4YK{U)N3Je#rN5oaZVxSLNOPiW1ubZ68?SEfe3n)5lh3fnhMbsVjd4n)-dEN0fGp zOtqa$?g<;;^C3nGK27>QpVUQ_AevzlC-z5izj|F$QAx?FbxmF5 zk82%BJ{v~!7>;`f+QV0j4&4E7X|o*d^qDiEMS~~CUXO_x2(1i*+9krGWXXa`t`TNL#z4VeCCBC{W!r8=KCOgtB+ieN-7#TS~G=N73*1bhFE@;YQBNvcm=$Zq}j& z*>i@b**t3fEVLeZ!Mq-hT3=KUpQ4O9y=?#b&hR(Q}4d^(G5OqDByX zU7OvVKb!V*EmR;Dp!BKcb8be$t?Zn1Lf=aj1#VB8D$PpY6vK^v>+e6DyrK`C?z~%p zGOi8ZR8@uNbgg#UkHu4`c7}o#R23t-s_N?IwLZBOS02*5gLzSqdm8aoE@h6qR&JZq zzdxj>_#wIf{*b+!mX}}Zrm=YE+t;s`@bCrBV*PJ~g&9K4!r_#{sOf9021~m(bWI#+ zZHVxlLZ8%AcHL^wf9UfRW#XjRoQwhclF#;B+%+jL*Jq@XYv!R0w_&!bZzhYLp2%ke z>m+>VsH`X7y}c})QC+z?2K$xV48Of$gHBXTOay3~t1qb%Z{4AHvuua0Gw5m5JxkM} zhy^NFxCIw-#3(4eKiO&JGJ>z2TM<9|d|7a4=nh~NFZ|Q#o@2=Q ziIe5RjmL2{*gm2zWCqo2v2dN|N1|FAdKiDGWhTR5nnS#dF+z^ z{n})O2*srT{aVMcTsg=8{n`stg<>&6V_h0%He;>KrwHqS|Gv3AuDQei^NIeykI>%p Zg~j@Q-7{1N3m+V-sWZ(lnJ(G!e*j~Y(Y^ox diff --git a/images/julia_zoom_5x_best.png b/images/julia_zoom_5x_best.png index c13aa9e64c71983f335f4f67b2bff86e5bf8e708..c1713b74c9c07c097cc5c50ce3fb2c1cad88e821 100644 GIT binary patch literal 46298 zcmeFaby$__x-LHK7Uxv45DX9n0VSo4X$%mMZcyn)x?wt1reY32L`tO_=>|nbL_q0A zrKG#-+%I$OwfA0U?`y|(_8;f`eq3u_f;h(b;(4FvuJ>DauSj3qvT^T53Wc(Tdg(Vg z3T1T?g|bp*{aXBuRTtA<{IS~lELCAWzFgMp{)wMASYA@Krcmgvk^fdiiANeyC1&Iq|lL~6Ps7yVDKgVNuzSjU*A&J94uV9{H=%l;s5`;|KV%!ZR_JFPY$Lu z#MRf=i}T7D8b-Z+`_{Da*I$3tzah%zYY6 zm0Vn0sD4)J@87-qXv*I={Jn@p^IlE5SrcB!=e{^k<6J}W5Z=0io^3yF{lXq_Bu8?4JoYD_gcoRal(i7KT3 zdAEO=zFA{x$@dZQc2P}*E&KSZ&(Vp7WoDkz%(jURD_ueP_V9-qsUDAjSe4hW?1ox7 zw6)u=hvb;lB^WoRMi1uC4PFnKbGmWk#^~s1WlDvZvwDR!>xL~`6fa-Cuj%~$-p-}@ z>k?lE)<4&B9^iYxASkz!P2uQd*3zH99KH~x7_0PL)H(gmmVHWDVs1INctXpDm56dEvoc#Y(;AubYc3>)obW z?As=4I}D~6R2X-Bd=jITmn|YHs+ex7YWwrcnZCNjj6Uau#Vbwe zX7Zj}_jh!6v%0&x+YYsAUVO;#gn40ptfIFeC35AeRh^xk;ZadXU6&T7&S$fpzcKvn z%*@Qpu>%JR&1E7t?c$8mFMDofYg;yTBYQq9JUrU0DSdQo%=^)!M?y9~Usx0@)Lv_g zRZcXnjZ-zQ47-ckQOLG2s!7z=w#b`!TC}Yv^pRNQ!c<%0ix&rc*%T$-ym@0>74bm7 zBABDceW*t&fWPF#=72g8Hny0;>~rVN@!>*HD}_@#Kd!o3;lUoB3s?iy z*|vQf^X$KNhq!ZM0dXh1&wWa9G+uNILzZI_V<aGY; z_T$u4h*jbkXiSszqUVsavP!OvSC2$-sm&Sa=|ww^bv34$_#HZYxF*lpK1j$`f=Z=2 zefxbKuk)nomc6_m6C&c(GmL+{yGyPPsgI$8B`qem>6dQP-`BZLfA>U9`Wn|I#6Nqs zTTfTl5XFt3f;964y#4*j+xJY5w2w|qC>Gt>Qj>W@C&%sDwQEj8c~jM)7wIMjThz7P zX2LZzG?=M>tfQ+97Iogi#FVHMueNixS=)8O_roKmM7x2;o(6-Enta!})a&mzVr^2f z(iCwzajuCPS+B~2giUaMF|wg|X2*L%<-#R;ytwke6f90~xh_o9sU=YEzUs&LC8aHHNX8!r*<+;5)`uA;J3=Iu` zPovu}q`RndosC2@tZXs<>OP_ zFKp*iP*C7B(HqWVP;S^$8SXUvW?h>7kd|VMLeJA7uk$!|UZYCpoVm>u%Eqf0K9Tk) z@FHFAJ+EKCu1&`++NYn=aBXR3tb5-P?~+TGFQ*#eRFi+9r&o%~U$>RP@|3-XM&LDW z|NDBSPj|*lmilq+V`OB!FwtAHsiy73W}Vht$2%pu+|LCp%ykV6_T9O*+tJYx&4F)o zN`vYARKZeOPl0IzH~C0Doak1aM-j{ztusG8!e6ZAiaU(=s*0518s}3hw{DmD?YCPaMRek) z7S%epZgK0b`(;CG@*Zuv9^F&QRbb%O!|PI~KpAzibSd23y6|54X1uCA^R41yg$bk$>xY{4gQ-Y-;rZOiREE_zn!z!Uh; zub2dfv;`;>cV&^Y>nRk5jhi-E*DsM z4_HKtuX%j%oR7D6yXEc6rB68q%D)!4yHn*(pZ3sl>R}1cS(u&hwiyVZ-(*ssbgeO2 z&r3Q)EPkxJ!lbV@-l^lsMKaWW{xn>e?Mt-NiI5J8L2n?d^tqsQ#NteadyLD>s9LVW zjh7WBxTFbh{#e(Py3o$FbOo9ixgmjel9ksc)HBR$T&G$hwep;foj7sD+}xad^SP0ck=v~wTYlZKd&bnz?8f}`4cq>D z*@lLO+3EI2JINxN?{7$#G>G_|zgQWxOCbF)>jyK#x!MOmTun){kM0 z^JKaA{Xr*|l;Dvq>)?<%m@_06j){unMkjCK2x2YxQfj4rd}`>kKMyUzEI35_iVn9w zxvzag=RCJ6qL=cT)E+N;cJf?RgcKH-9Eyz3aa5Pj@XNQS#+;nzU0pef6Wv`cI`cKS zxVRE8@vWi^+ZP|cMWHmmJiaeVc=lYq>{0n0B_$<|*|xFQb##1D-h$R$KWmh=YocUB z8O)uu9$R&OqSD*|VO-`kavfwbYHObyzQ}9QD&o0MUH#_m_Topvf$jCLb@&(VHMXg$ z3@W?5DZaH~yU)|75ru`P2b#0021h==6}s``R*_xlLiUK5U0y-@e@v8O|&cek_p1O)UA^MTnt z{N*Z6*weT<^EGo%kbUcGBkcmWyr;)iM?JgJO~1M6sMr91JlK8m)g^13Dmyo~9D#zF z+@|PYvj9Fjwr>wznk!f;wGRe#iN&D<2Gw8@UbQxz8STUmia5&n*o@|umYPTzriI11 zp?h9lDLqTLH6|bK@3FGCR|a_UvJrj%9n;owx04Id;cUUuoVfqxBNIJU#a$};`Vn|z z76AbP4$W+Z-+%vIE#1@~ZK)>5-a=1bpFaAI>)fOfKq0>wsWzPb+oGa)XWgvq>|X7q zSwF1ph=b?u{KT@fv&J0%te+S;fA&IYOk&^EvyJQ5Kfbmb`0~n=-i-c7O4T>s<175* z)cYR+7Wq$X%nD9YC|6GP|GtJ&xSx%mU&)(Qrq(1eFJgS$rY25R9v!a6AjCDoyd}Hg zw#fOfS=I)M@oI|bKQ(mX^DqAVbNzlX7nKl~(Yr#ny!e)LB9>lhtQM@L6D<~pV@ zI{iFoGAGdH61s;+KT085F6PS1o477I0{m=jpJqMXu3vuzFc*oT6C>%zNwD{1e?zD* zyYi>v;^M)5YgjKod*S1=qbyKR9!*6tfZxn!cHD@Cg{23RkxULY^UC`RWrv<(VttdI*htqF+oH1&b6Z~ zEawS}Ah0ssOuere1fT|YttMVwKy>=s9|U=W4rzMWhhk2G(h-^^K0o{ia2^XaF?Uqr z<Cclin=jG~WC3+N-=? zHG887_O@i(^28{`8&6M9?;ac+yl{Kt&in53?MxqH6l42mE1sP!!fQSNvh`c$qeS-r zfj$GGm8x)E;EMnIOGwvh+cB&i*jbtWGT>$(K#DNO-s6_Q! z>GKS|k?qte6;OxE_!$fS_D&VRo!5jPdF|q={qf$*_Q$&oU>LEOq%4}X9Q#gO^&o70 zzlg&X&})3waAae;SpdivAEp>|4Idjpj6_*7{w=THy?b}Bh(i(>Z1iiL;us7I7R_H# zpu>^>tWxRF0cnx1Q+#zaPKvu|q)bTdb3T(Dd-t-*$W+ic*O6Zi@3QZyWC1&i!fhjK zoa*;SlLuwfdvmONvKqITD_83IM2)F-`=*IX zR!q1{+qb#m*Q;0yyKixbv4$NMXZ+gDBc8D+dar609Y zD6e_*DUjI72%VJVWL}qPOF}jY?jx5=@6(Q&Smla{HuSqR&=|t=2#-B`_N)zvRL%@U znRtLMBk)2Y%WodJd3lNjZm#c(i(}9Hv391Gun4Lg&K`feaH#e70(x=rf`SE6%9Rsh ztQ2QYIwqxtQN5kp=nu46<+Er?-(~OAl(6?)$~za35?S$S-b;0=)j1KLCXvl>YK0i9 z>4@MBj-O8#r>2fBI@P~xDM7*hd?3(z1q+r>=fmc#%*-gE`B=D0W!8X?^&Ahq6oO}20SA+cUnbw~e zXh^vz^_=(X>_nf}!1KRk&5dV0I)BTb>DtGko_=}zk;`A+-Q7O%ZoAA+@Zl?+pM3dT zriWJ+Lsif)GBT35d|3e;axEQW99qz)_wUb#UVN0^BkVTs0B9k7?AS51bLo6*fOd5d zvKqpm$$JqUEq`&=#Fs-|N$11;V-F>X?n|L$9>aZ1cA2rlEH(b};!G_+9Ua{khErGY zS+hVv8yTFTN5x|D)TRT=^?bd^qzE|zDD=7+-NubHFRxOmzG(CXh;*inXeY7s9BPJu z)aSE!mp{Nm{Q^!e-J&f4nnOublil{WAhc8(fWPcFm5a_%yvEg+pcz)T<~e)Cm!mY< zPn<}q@0w%pL$Of(D1{{>f-Ao18=tRX>-m*(N>Ge-*#0!$k_>&wKsk1jO^F4IPU;`% z&!a8m&-SuU07R>F&BeCU$x{T1x>tJyMDN$k36rFJ>zEEKY+JG7>Gmv?q=<+}eC4w9KzexAGJMveftLB zG^QhU7pKM-Ea3jh4^|yB-64L!Z&K=sT6v~Q`}&(QWV*|P=FX+9IDLa1WD?LtG8+m4 z<PFRc#%=#kAZZ%MW8mX23V zxsYbOb8w~?D_XGGuk<>K74xByqizi)qY4*s!)v^E;FW=&jdqWu2HUc=sfWEKq7KdP zS)UYm2?!Ii)&){3dY^n=r@Lbb(!&1y^G}yzG;T7U?_B$+%iVAvKx~|2-FX0QA{O$S z*1re~W5%K#ecE;7UGk_gI(-cEuGeLoDDLmjpR0lWlst(dFMW$rdRJuh<6$SfH=q5W zM&9t-O|&pvxUvv&Z4|#O)<>90+sbFYzTp^RpK5AqgzSJN)m~q}oozqFNfmOPO>K2w zaqT1F!rT-)JG*52hX>v^W-Q8)(m~9c&Z{kf(THjcw2)@_^-zE# zn7mR{9!3E9T3nAsm2&mXN&wB}=J@%u0_NAmNHJ3^RHRxlAcwA#XQL;hG8%BRzEu8YsKC)a4H{O+QG%6++S>MB#b_$k7zdBCwJTP3)@L~kzDl0d-`TYBBrJ$;_d@Y6c9l9xJZI@B;p#U6 zc_Nbu?Qg+fZ>NMCpZHvV3XzQ16l2C&l~*qxIUSDNNlP!cW1w5JQty-v)$g8dK8EAY zK9};35T%!#56j5NKtmd+I3E3FG*f^5LmBM+OV`cYS;F2Ly3>C`wzI z#7wRG0r9cSBEW^xjH-?V=$O>T$reA{4>T=E^lu_b!BVlE>{s>d7IYeqy0dxDtKnfw zEL(`~r!gUFGjFt;&H_oFKYv~@@bHl%7l6prx}TlYQ2=bC%7J|V5l^t5JSkh5c9Eq_ zKjlYz`#@I{bVSUkNHAbW2Zy78Ot{8%AOQoj520)8r>GJI_$ilm!pD!7AYZHDRLB(} zlA9-ATNK9PUH~WNWBmNJ5nX+WrKbE%E!L%Zf{vqMYd7zHku#L9-rCv2X=8_w)1f9q7FT_4*om zOV16PHdO($M>2{!McEIv&W@IHb^iEqh)R$cAyd=S4gm|vII*3OsXaU>q_K3C`YAg( zWox-F*v4z+sbSm^r7vv>__#XX)fu!i#_f+lt<(HS>w)IYNkbBmYXZ>fC{Kg=65L!a9tHULC;qH(nU74&`N<>0% z*pDqOc`uscVXDo{&9Ms#s)B4L9XfOL}E^WdZOnUlm~vT43~t~?rheY zt4g4=+tPx)ZBONSK|w*aWZkSJvqk7DGjHm z4nBpsD;K%Ah1wfd(0^n8t0fi{SEJYQfxPq$wdB~>@l=R}Hl!G^<5h(2p^WG`HKIV; z(DGF0KxNKA>;ek*S4!04z+v{ie)sOT_a8nOkN^DoT*x+t`4}tfMd*1~a3+g$ZA;7C zG&($q-7lel(+i>W7fCu)n6CPlmuOx3tz8jUtyuk$F{qAh>6Co-h} zW+JezA(&+hN+)dqeYTFqBIy$t7>APB;V_88Ej_W>!~;%J!Py$qC%D9sA#Q3Z`en)K zX(n~j5N_pBXM|J0xiNWM3yudRP+~i)bTz1SoDSq~pU011fM6Mo{CGb)JeKO_6AHu#Kn=`eg(e zz@N4uk$D-6;hLlxR4|4|L^M9w4`3?gz(SP~n+XduiOn|8KvkHGc9ig&fqy>r^74Y~ z5(!PLDQ>07*H^c}D&nAW1e^q$@CyhCfWl+2U5i?YDu0D#l2gY>&TElP<@YtGHh7nW zH8(e(othdR{*rtx>4C#PWdZa`tCOys+p>rIH?#$IrMNGe_APoR5>~qz zp{4%>0{-;*GqG3*Mx$0jyqqrPjM@#A)SecG%JD1?ef7%c`STc5e-u<*{$d7EC6(9L z&r{{}_4Q9G8z-UxuxVzeN(D5S*5X5;wQwFonV4S&qL9k8!#X9_(1{aYvgHOZfGmSt zD8H@+Iiyg^Z&Eg8{&CyWvkyM6JSHd5XgEBoh6yN^_aPjWb}bUi0*Kd1mfj+kO-1q~6}5O*hI(Z8 zpFdy5$4TN&tHEc71x$z?xI_&4F#o|~m~t$dO_|Nfay?E2BtyA3TgbESF5kFiOAY)M zqL(#J6x`5L0z`n>e9(1qrkj5NKU94$@*MauH#a9qgEOS?vk#|}6{DP(fCcIbV~)R= zOdtH9n5d-**XHPW;Q3#+Z95Qc$hRv4egNq&fB{Kja*la8NVB&5ywz+3WOy_^5>2A8 zUfX>K17U38X+F?v3>G#mY{jazKOyosjg<)~MoRCeE)!aiR#A-mdw1{3g7<`(>Z-b9ux9I5JLJxMZ8XdPW$5mRmM+H@kr9z;6MXme91^B8jn zSCZ3p;4<1pL(2rVZ~#_QHib5IRHgl12?rXjspAjb1?p zgkXB{`}glwH*UxRF4}-%b~?NNx_x_1f~GKdk36wSaYNG365=(o zUqJPEuf1JO>Xx`_Bo>fnte7|38_Vw+8XB5r)hY2{zpxV8fiJEUQB%p4hlOvI`Fa`< ziVxzi>turgnS{*8n3=;0DMaZe9u448s(FhLAhZN@XQ%m*;+?y8MFK+QI4fxcJfEAH z=|Q6+qyQs;xF-aN_tnYZ!e-bc+??$eXoKxA@$C;fhZFN4FwO>h2& zc>P*L7^a2U`VDq_G<5^!?LFyuYo*%ij~NV04{zH{j;jVyMMLj$Nh?6t{7a=-ZJz4h z=f?8j@{fY=i*M1kBRl*0V$UqBYY<83GDZ7dpGevUC9`aO(zojMp36T_+K7Ehz9KJp z{4HMfKloi2N#U$1DKA$-)1dl2;eurejOk;u=QceAFq9B71@tlQSO7pMuQ0kz7UyR& zvV@wAfKv;M$lc~WLr@r`%)N4g+i3aY+rL6=bOd(NA6ktyZH|t4G&K#4FXNm5t{D<&w+EjvopZSGX4NP7sqX{5tTtJCUp&^W-s$5isJ^R0<9Pbc z>yV5TQ7^zvz!%k!xqXkxUnqXWREPF34lTwIkQ9!Y$?L$1JwCrZKJBn9GT1{E!>ae}NJ-SfiHGlzPg8`ZkGX3kNhOfH30T%bn_phPejULtTc~|`GhG41c|c3rv2$lQa4znp zBn>^;tUL=`hgymAHgziq4lnQP%NYs8XjR1N6CNPp%Vq?7N(kD*lff3CP(G`UOJoe- z_}J9b<4BeWYqV)x9U}?Hh1^V+WiSK?4E9(E@^*>efe!JhEP%dnG$5a-%~rTCwhu2{ z=MUJ4qXF*wd6zZ#3UCFXUSRS8ZUkh%IP=Gj9XrBESf$l@ND)$Eeq9!B2eEOX)X7K7 zg_F)i7Cxv!T3-(83=QlOuw-(6@en*((x+hfZtWI_qq%k~Lln$vN$AR$Y{8mkGKoUZeq-mE9~g(Y=YlA&2;*u;UMBQbI6if zQ|=F0c5bLZn>Z~{<7X!aVle?pyKF?3=SjkQIT?^g0-#A|jA#Vu<}EQ8OnpS%gLr)5 z5o0{$B`WRC*8Rr&nSS}@+Cm#9o(}-zbAGcJ^k>5J30ttP5RF9CsB7OPk*Q{D#E@hm zkO1ki673WfMN7DC0xwn;u2tLu0$H0}U1vnyh~L2utqEp{52P}&xqco16Df$7Bx6<0 zXr!vDN~j_5SvdG5Nt)qpF@$K04&PRk1&gX9^g?5{9cWa{&(9}a{fJEParBXZEQ}Ds zhDB#OytxCGrj{aigNCAY!+2wv`1$o55F7zwkWgzAwG$BrYc@}4bDNVQx)iLc@sEce zk(^>e&R{ZQ1!SACt}+snBhe7tHlW!`j}@y>!eA2O0W<$ON*PA=CJ-GITtYFpe+jV5n6&MAf1V_D<;{p0B6>h}1#9&KKA6}V}UNBxM zN#x!q#w1>-2#^h@T|Qi*L2S~o>+>F}9MPSDA&F#%HBLt9DbhuD($ni#>F>S+x1X$v zWn^^!e(Jsq*Ezd^`q$^+Sfv|HO-!V%RhbDIQzE=lR8$kyMza~_MS*m8Ufqw|0R8e;RiLY zR@ujIN+vu6zz87uQuwYBU1&%TfW*;u($XuQ^OX*|9-!hfR01%>y@`5{NJ$*#lrik5 z=eW3O3&^@D0&5R+k#25j@a>ngFK&UzT&5|!zW)Bug8%`GVCEj2_3Jyzw2mJ?UctK} zg@(LLUXKXkHGWuJFcoyG829cq-lgAszeJY?N>=pZ@PPv_E?En1%EmLSEf3QT+eBQNlDO%75=DuMjAlUR8$c-0S-GD`c z>e?TP4_b1PmRJ60r%K`eUWh`-p(GCu*yI6#ty#B@{qW&)(9TmFnfsjZXBC!f9B`HA znKQ_$cqvrj9TMQI%ahO!lA$q>4PvR@M-W`(s1&J8+o?{hd{iyTSOy&UjpjDfxy!Si zA^uZ#3qwm}Qql>v@cwy;R5?LI4J- zJkr5wL!k2{{er|wK#f$LwY@zYkevQTbUc)CmWv7WSU*5hP3Le4U)|kzxOsRWv9k0u zO7OuXhO#Z#Tznjag>*TDA(q{4LYJT|O&~R4Jk**eOJh6;>~VF z*=dG7Z*^$jLiAIVUmdUj!Ptbl0l<)&MsWq7E%Sy-55wjdZUwlA63!N+m0ej`848&( zlAAN;-!!YAd!0KoH3aS?gaGRAD{9NMBun}9^z<51rw}e)nsQ%?#3A>Bgg&(~JO4B% zCkK?sY{1Xo{}>gi37-!S_Xk+)e>gdv-LPP@Ba=#t?Mrjd1BFs+0;&#eZq|SaxJ#u7 z$x5Vl690pY75~s5KitGg$FyWbG|(pr{8)n4B2dH-C=$9rQFks^|<-7;Vi zsLhr?#Y66V_Zc!4(6FG_6SiVGy}oWDfzAU$0Rm18Zt~yIEm0A&w{PFxnK>GXR78wg zS`37Sm{sex*6-))&Df^J1$>9R2BuFb!DAuri>f3>F_DSBR8;s*u7DY1xMi>&fm%n& z36*?Jt^#W{Mpa?hD=n`PGT3=4BXo|0i3qMnY<*4sS{hQ+TY#_FL`7S&@BMT_n|+Ki zP@n~Oe&_!E@v!aGkgl=Kbj)D}mWjo8P!>2YB`EdATm}M5G;=H50vx0C$HZsYdwp2aH@H>=58pcB*&vU zhuJm`B?VDc)v2=(NP69nMb^xBX)wR9C(bEpsq-2`Fh{C!|TOo-Sl<}#?KfptF=*xLJhcsd3L z6A+$me2~^}I{~ywoM*%l70@I4XE7%)do(~*6~8U%^5-Xvv$s*{m3BTp>-ye=;$88tDLW{kiLrSf40*^3{VZE zq{9TSpie(W-;xeI^%4lpXlZc)<@dz)GA12tX-ncU5l@}bvEvt9xgI1!YaWR&Mq$DA z;{0-Zva})V6Cr}hW%zg0V#XFfIC!3YrB> zOhX)m=-8Oc8Iu-G>G1@{KoBAVA!OJqz_%oJ1xj4M+4FC`$Ith9MS+qdCUr}YgK0aaC_+W@Q z&DH|V*NDKA7pEFk*>rx|3C;9fc4NO27Wgcb7LwO!0iwocgFMJ6VFZ_=3Kd{$6VC+m zcIRRQy{wH*>JenZ5L#jr5z)XxAd#u^5b;FBI)U1yjFEdKsynq8n-RcmVxr|EdtpzI zYXw&+4(jl4h-z3(i|rP7%Ox-vuQEb45XenjbvV7E$U5BqTMy+V&Q^opev4Yo%6mBp z*iu7)G+1aQh!s)AVTZ?RWLe$&^Up6B0fdXu6m*d* zclf65VY5va=k_3SXadojB?q*$}$vyD;Fk?GE{_dl&cBUUnCy6su#u(1cA&B0AK9|CdT3xg{+iQye?4y*NX(1#h`F&>$R?_2 z>J02fgiqtp%2g3_s>G5aox04Q=OTLCk>%ZVgIA6eeYN*rra>+!qp)%^p1g%zePG7C;9U43IjoX2D>-TVM^;Z-1aZ`nzo zrstP|6ewQ*vlx0-mNzeY1YFy0|JT8t;#>LmRM@}$-E!QD>@|agfi#jF z(hHC-v(G*#!vY}6#O~ckEi5dEB!=E+w}4F$vFQ4}C@)_OaRly0gQ`w!COsRw0*KCo zrI!XwubwZqd<-714i#E);|7xAu7(9hLJ6FloW1q0LrGZqTPC6bq%#o4O`K+6?H+6@ zAe)RPhuSQv>@lLq?|@%-GB6zXE&=o;2|=REMEjl^JXM+ zAO~5b!aIvaq9SXdeQsjNK}d=4NjTML5X9Q$H*Y?Qx&TdUj2MDR z0$W!QTO^{em20Ma1`N&clg}|H=)Qag$U{=+N8B481!`;ZB zj+k4{Bw%(A0*H-3_#8Fu0|W60jqk|%>*XFlNH&Oc=YO4f;_ZeJrWj}a*OlDiYeL=S zvGn(JlcX=3o@j6g8g$!eeUt1XX3?ejF$4@!j1aE!L*`ns5_;6 zm)eyj~`RX;tG=5D}6wXeUYFdn+^X27^ zzQy)7%~S@V|~2oll5_c>oix3aO$v zvpd%eK|5lwO%zk!j@@s=@`+wy?*F~>H?rvto8U+=nN=pZn#>|N+av;xPtBNg?g{rx zg))NNCh6LhX%xap@4;R{k~$2gD)6f$g3w}Otz9B*?n`-Mvp-P<0O-CTTCnG-+37JP z!bb}uHVAIla|DsWAzxwG8l(D1{2rE(w*Tb_@%HrP1M?^l{EzcSoFe~j+UNz?c0fK# zvktp9;;gBa_yfDJs*#>C@nE51ls|@R+v+xFhJAKXfJubPGdlObZnE99d;k>FXZQCB zNUdCa0gfb1xIMh2QnY4@$00%xE?j1O=|R6@l%rd{va@hQps1^ofn0^*53lXKXf-18j6`&Ep)HGbiV*sQkV zwuw?t>`KO8OPCMbc+cxwnXVwQtxP^awd0<@7iS}#VCKD7v3i5_&s2^wD!tjkYc;m| z=B2X?23N1TxjU5oe0Rq3-OQhliftVqOwGCF4OR5<)O8lmxs}h2<*)EKyB(WDu=m06 zuX(dk3d55^IsKCCHin_V`&YE<_FsVD#h1VC$ByR|a?}6Ci@TLQ@i%`x7hrjW{deE! z|CSfWUS(rv=Yg=AiVY7Wvt*<-QjQ zAXn%%)-s%#-)@rF9z?tfBwa!P?N8yqY5H!n=FF3@SWB6fri<_IK6wbVybMtkYlN7( zpuLnEh>iI-HUc__fpGQ!pTH{eh9xhGK!Vxge7AV_n{`Za@#@%u2xY4ZEF};UBRMo~ zxF5|9?GGG*%g4aUBg4XUJr|c@!)lc^qu5-ck6D|A-2*&GD>IjXhE}0zlY@AK4oBaO znal^u@Cn`kHlTPgmmujTkL(Y|s|cEfv)KUnVjz&HK90!y!>S;@ zZ{EirXNShFFF5v@hX)b5;~JTkvDQtH$@gioltA|Jhwk1DUQmI|n>RBuEFYn~S@%Xq z*4|O3S~VI)hQl7rf-7KLjM!B$a|6<5eGIYCOQcD5}X)AEoa_sb-?>7)H#l;F~TUwmT`hI60 zArSN9k>V{6Q;6s`eHA59`Rcrvf|8Osw-&hcoQrFB?R>MG8NinbQ=3hdlq2kkG3)^= zNXuY#n<>=>pfI!Q^i}TK*EW4&tI*FE9FsQS@&*|#cCkGCx*s2J-ovfyg=djau9|c$ znwxitiX@iT$8^T-joK&1wlZ$zF%FKFezTi=84CcK`K{I_=KJIJEX|Qa2lZ|Mi4kZ} zj|Df(`f-n)8#NHWRt1&6pg+|K=;T2cV?9*f)0|@+^x7}j>6rb4w#_=q|y=A6m+YMyD&%(VgLkP~hx3^cSD;;SfyP^pawZ*h|MB(&S`b9$WZ_>_6}T^vEC)3iWf_5U_7`!qQi^x7zuSppNJg{S zyq7o1E)LMj5m}5e7+cjnV-JM~FO5onBia9?(5%}@rx6VF$L0z>kVDmEUFuem;lj($ zP8>u7Q^PKPZFT#v=XdF0i!$!JawSA9=AqRpVA+E0_j$N2T60s)n)tC!rEG0&6TroV zinHJ{TGwCm?ELfa!;kPpg4S%J@5t^;D8=5h0G)?|5$S`?))i%Ns{(;}x`o?jq)ABv z!7zp97m!I<Be&pqD97^HCLxpV5V1(=8`1T;V zNN++ekimJS2Q79@92w14lIB^RPp3r7A=n2a>X&b!389NTR%9xk-12%^vc>SfF<<|0 z8H@h_3;xZ+PCc@vrLedKa?L16m_BM5H*mQFqi6OfmvU}tArB%dls@Azv0}cH%e@4? zgcZcXZfvWlz(VO0X#+Y1X=TB~I`m~b~4i`eq>EH)vVjWx(dE+M-&#$|CV z#Nwws-jFg~|I1Y~PZ$9a&X+9#9m30Ibg@Q zGHzhFKc&LFjx7eEkFL!2hov`)_xqumuC23MUVLM~yG<{}GAN8TU(PUHXC)sN!k~23 z^&?pAGcwYFA0z=0T=pHruTG1q{;o*pr(s2XDAXI(Sd2XrSSdPIkWV9VWVnu!i$hC` zi7SMOLNPtP{c24Sz=Aj8uhn9~Lbk?kQ#oy&a1YAyz>~+2(>ieS7KK~M;fgIbpH-oQ zNO>93vN2N|+Kk}O7k_X=>18f~2NV!so*n(Nak++%so*e(f&g=eW4sdrmieObd^P%ZJA~iAup3FnXLteh$&a zElYyn+WCn+@iS&ux?}mxHJhv&^!&mhs|qI(qs1f0Pkntxk(5A-4}mQNcT|B^jt?{m zAQD}%VjaU{5LQv#8&y0NKnrf82x4shVy;ePcOHRkXq9F^Czmh!)72_X*B}15ZYB0P?uKu<1o#hE_srRU5<%oUr;s_1-tZYvc^;l4~Fk9j;2U!f$ry!D>R&0#CH z)!s2D4e4rRXFfmvr2MCGdu%YC98%*l7SMJXEzS;kw)w@W0vXzI&1~MbnR0t>=gI!H zgWK?y-`eA;=LCjtKt9SH@2z3SwdsKd3qdFx;D?1eiDB?LP>_JK5-zt9ueF0jNBh<; z>7hu6aKK0NoPnp zH_;!T{xgS2BK2A8lX|bg@iD52si6C-h6aoqk;&?A6@jNrEc?(!i0W%e8@ z(ng$bZpM(5(IV=K-e~0n_)Ft z!pcge=h6y+qn^2rRhBaN`|+LF<1C?+>|b{{ix0jiF)yvP7j} z@3Ss|fgskZNl`4b;6Q3sC7QWVK>5;SMnM^Rm^Bhsk>C&bpA@#jC6#rPW;lFp+tr#X zFr6{<6~tKwOCDik_WaL_;-EtEqxee$JPN02LJg1Al19A+T|Gv{ev2m^K}|F1{MhF_ z7;t|I6oJ$}XrMPU8lpx_OpFzJYHc*)21Y=d*bEi-JTF6RB3gz}1u4QRF+Bl?NzZFa zuwF)!FPhIzA2bAOk{0R-b1EpuO-7k!mpGKwz1E(xUw+H?XRDrsvwaiqe+ zT(7zdtidj2?lL00xsx*-(NR(L5m|iV847c)I@rd*My8)gppuI+ibs==UW(z0M=;$nB+7)Y+StRdCec(LTxLCPx~WErqZ+ z$t3%XWgokucA`$ZpzQm8oRz6pd7f}2P`~X5EvMe_X1?A8j?Y&O4iv_CTDY|Dn*sLl z_m&Y8L`Lm1`i)v*9s9paF+#iArhs*YY)RLk)vqH+X!;U5&v$`>8L9lSprH;_!_pP4 zMD%w5lR6ia5;XiZ?Ha=E=8-bIgltr!t(SF<-N17)Qvgq-38c*;p=8tzEezVEQDqo4 z7*)TS;ZzdRdfB!>n9|bNnBMprAcQxg)yV|=2CsCh@SRbWdQ94S(%~8Uw@wK8iB`e@ zq#Kw(+VB}BzixBpjWivojbz}U@1;PqJF>j!cWJwvM1!*J!e-=vEX;G0VluH2%Mr%z zFBw>i-pq(AnjlaZfWT4R;0<49$gH1`u;DTM@}luIH2aevk)_b$`}zlL5yd(}eF*wb zH_%LGUi!O@aZb}+0tNoUgPDiXuci0$#kkYgqe#%Sjv`I*3As!wJjYBQ`z0I)((1U~ z=BFF8y*RUv!V>t5Z7F0g0J9@&A>{jtJqCeKuv;9V`QYc`h$4 z$l}Rhbt$ic#C^Xlko!oJz2{sZ^_X&xk%$6DH8`#w|HJ+ z7ZRLhcy?g`9_C?}!q+s$af@0B>4OXpY!q+3UPkUs+{c*LP3AeBPu0y!z+6W2iv{P0 zi+I3R&3b#9+7|8d7X~aW!hg`QFv#ds2zez0Sg|NXsuz2|1=&ytViXTe8eRPmBI zP3Jyc^mjC&zP|4oo)ssJhQBX+3;wA`&~q$d!n)Kg^7ufdO@Atpx3E(q(;M?3oH$A7 z-tZZHaEDDN)z>3d+)8O7Wz)|+wjm`JSxJ#gtO_&g2vXE2f(UOz

      &S? zd#7!H`iCE$I)pqHSV^?&yqmExIRGMPG<{ERGA{*_pb;<&h-^;=(j9YR4P1>hpo<%@ zsg}J+2SO^acu+K0-0%nVIB~L~va%BPtotg@-YSAkNM1ds-L#38@ zS|yNzX?g`jUYHZ?GFn3L6p?<(%4FUH_=P=4G&szreD9F+G=|vWi_xK9=&^!IgF;Hu z2!y1W7c5LRHsa|Nr-;Ces1kuo%v7vAYnZJD04{>q*DBz+;J#4jjzo=FC3Ns+NN`MD zMg*>y`tDR&!;K9H_co(9)LW%`TCR0pTWuGtL09h)&}3Z5 z2A*4ljr|6}(hm0hQy~Tuzq%)NrnlPVCb};}_=BQR|a7hCx_Sk@hyD;qK3dFU%nZb@Epac?fh=-oh9$v#Mh!FVVNi-dWtLQ#MIU6N93m)~EX1hz%Mixn` zXUbZREO@pTL|_j^94SxvslyNmBr&Ra@I)2`%*15Rn*RtuQCl0>`=Et4hZW-<3lL_Q z53z2ju#Kosg*njwdH%bIXuQ9H2VjqAQN7i8)*lBHw+h6{h_3{)c*G#cRw*H?>-p4x zg>~`T=>vF{o!s2{?IC#DYusnpH)A+uJ{$JiUveGC;s@i`V-hP_lxrS*B?QIpFR=a@1LI6s9z^)Z}!vfs7C?Eg8HJ+SmI2{ZSm;5 zRlm#d*KJtTDmyYL<~f*)eLdd}E6d70(eo{>d?o3X+8nQUE@SM8aX@+xqeaYO>+?>N zr{Tw4ty`iZmh_w+2HV(}FO0@FxMwWv%Oqmq^t9E# z1JM5MlOYFCSZ+dG9}u6t*$>vH=$6o!OWq35N9dlXuClKhCe~x#RBO&M0{o_P$>aUj zv6KzsrHsx)U%!~SglR2Q$2z7p#HKxJigaBo#i%gnu=HsmWhr}M->bB>8O|v!*6;sh zzeQpdrUEPIg)fg)@X9o~n>LXbH%6FcM>?O&kUeGcG_fSP+b{gpt5;+=0GX0cs&et` zYOt-)1ft(~-K>`1hLBvB%MI@cnf`k@Miia-`~OG4e>GO{f6P|bjO>D{^%=TUC7evs zG_VJ7~V#cT9)twSA@27l}b>Ok`qxDVmV{nqjnl7r zh}{Eu(hk1N0LT|HbA923ylm|zMU=#WTR|jaoKek&r?fEaR)HinVPRqo+?ZeD0JN42 zEJ|!x>L>)`@R%4jPev!hplr<02po-iGf!V0kuCEk8~a@Q@SYU0%`k=WU_4pu_7m8X zxW^fh#$Hi-JhsaALmM&f)kQDRAhx)F#3rKPMArcm^<|fCI;nnD>}g^i;uFodF>S{h zyEDRGy}BOIMJ()r+J~>PE(5JT9h-sW9YoM_=jGNB&%5p)`?YH|zfR1AiiJR0Dj3qh zVbllyTWZ#6JO%j)V#`t=*xA^OLlTFUao@t6XreLLf)Hz<I( zyF?Tlv}SC@Tc#^^w+0EQ?jEU>=ju$5wKu!AR(KU~D4v*WK1rYdylJuVf3^4KQ9ZZc z+xMqTnHvltsiX`cLzHMBQ>c(6No9zHl1QP!P)UWZ%qcPyl|p2QMj11fC`lm_2@N#3 zU#IW${oUU`o^=oFUib6Yv(~lNbzKdg-otsGd+*~o_OX#}R$tY*(xqVcpDkZLgeHR* ziDg6k)aI>#_V0cG>5e%nD)aP!tp6R7doZ-m^nL$tH22GQikRI$Sa~LLzaX#v{EGT> zNC5i%8vc4l8OU&jU{~7ofZSn^IOhrp4d@O?xD))rtnYbOB#4&(d$#m|lWw8@WthHV z(kY=mp!M{y`b+X?{C?leJT_kMoK>24*th>+yUol6`>>AnwoJHi+?#*%!lXP=Lffx` z;!+V%9`a5B2a0_Rhis3Keh(GUP_#7X6Rv+e5j>K-MTp8jf$Q$uC>>A9chv26uR|p1 z!u1i$s?*o5jU$U%7Fljfo~u`tl(jBfZt6P$W(&rMgzi0{+rtsLN^=)(!~(72^pQ39 z44a=Bom(QQ-Kl%T% z4g=*qXAelaACZa^6!*e-fe%J@U!b$0Xf^Ei{h_ei3rp&S)W~yr-qEZ1hllnRBFxg5 zrT_A?{9mSz#HRnRi1EK0CI0_k{y$Ue{U4=^@&0jCIb`F{#8?N^+DJj*H-C?LNFUTD z6sr3C>$~Wd`if!^@s_Kg z#=Ii?vpmx4WbL~@fSf-@U=@h#U!4&LhZ5^|6NJ%~acil%KD{`<82C1HGwk+5+KWZX zq_pYX-c6`*E1%~TleyhG4I{^{1s5 z{=QcKrFIkI1uo@-kh}<-gd4Dh7WQyP*%TNpi?qmp^a*dmI-YpalH06aXc~ z0~qANt>z-i?3VY7*P-C4crfbGgY#Q!&uy*=Ui@H3PrHKv9AEdm$;w+=lJ%qawKmbE zwwk{6<>RDo^n20XpuGsH|5J=*8Q4zB5~OHOIEo&{G{6v9gZaLA>tr=icQG>IFj&Nk zf@A*yv%E?cKLGM(dyt|xyLR94yB~st?MmZi6o+b$VtTe4n_W`e{Z>lJ` zmGJOONm`>uIqI1^95o}E|D%4FhNlCR$V#w69+l#Z2RA8rIcgPfjR1E3!XFzA`B+K6 z9{&@#Wn8W`5noizU7vRq7ZPylFV^)x2TGu!|8P@5>&*w9$ z7pI1wvtF=w*MRPukfL2A675_QAZ?8}vc&HDhJq%yStYODC+u8v#`vn)jVurU`gI|( z_dPOo{AXP?d;Wf0&DV-Y30u~DCiA!$>hLbYp%?@;$h&s@QV zVEcUIc#(ZOmgTgSD?cq?d;i?kFX!R3YmY5-Z(RJa;mwPi^@^ZV0Op8)Jyl$b+w0Q-GgW`Ka|Gh-xvzaZeJCE;3qWgI71v2E${_q@WgQTd2D~@T(j{t*+M;s zAS0pgIrKn6kml16;N$AX)kqBFt$3nzg9}~@sAaGq-u>DsA8fCn@h;_sonW|DeI9o0 z;|alT3SV*|VtW@U!Od&D(^0o6f;SgpR?-lmHlpu;L4_{8m>ym9tCAqA<%F^ohfsgp zjjufflMOAE`@G-_$c`SG{~u_YMhk(_@c`w+C|8ElIrG4$rNXCR!6%V5B*pv#R5O3< zdW9S3E?gLi9AKrmPYBlcI1%N|o4+W6CY5WKKkOcrcLzJ+9~25N+FDP?==b|y`U%cY z&`*Dh698arS8v{R6J^hCCB2ct9h);KT!>;1uS%Q_tXKJb-u(F$nufoox0D;U^k)eR zW>TO{`0iJwE*4sgbnkz)R}CCZGb#UXu>wc#4XK<`%Q<$Z?}L;mGVDCD zDdm!d*N#26)m;AI;NI#j)!qW@7AK`JjuVFuR%Qp$;Dx0wH0U6$RoFhiqE+de;WclH zKi>er{kQz{?=BVsC_y9>JM^k={P@0O_-0kINrBP3i$Eq89evf!qVneJF9FJK=dm^=^>CO zi}yWT?C!gB-o*pU1UcUIAD!y4&bP(#K^C!$;&dgo9Td0q^%Iq_xc9=)ON%UDV6$67 zSgFehC?Z>T?$=8H%;EIwA1+RL_~*x}!~r@P&xN`c9k-weL{1{K4}vHb1+eHYMRE97 zizsyYLMSbis^WR^J#mi$HEtC(NPpL#N$F-EgeHw;7>O~(sOhhZnw^zjXyrD0>&#fc zsw8k2WC6=>vGZ8_^S{JHJq>mAR}{fJYPx@`X@^-TD6MQ!Du11Ay8^jc?x7on0_5pE`&qD>hW#51+=OHzSeRQ(aXE-clqIr`S0Z z@D3u$+5CCoo3jZx5v&nlfe!`^k7iHp8{yNG>mvxRrc>QIL{sJv;{|&C!{9i-ivr=U z#yM5wcH$HfEB}|E@(}`5EPV6ZN>oz!hh5hq;kqkmQguBnpxrat^ju27`Ner=*=QF{ z;f@utGpd8JjU}xIhVsj2&}64n*RC??b7MZjk{*8+Cbqw^s>EEVn&5_nJQNV-8LvR- zk_ly3k%_L$=|2A?*CdiQLHCHP@E3!U4!(;tJS;YYI12=JBaE#O+WdOpWU%CXTI50V zy-DG*zl>f|)@#|_@C=r+diY0o%$0k`IX}dvCKtPa*6VNY0pt1HN#2&@ZlAJt3@w#M zgleGduTKt%Q$6Ksdc}Ei1cDqvkPkE z9lQJLk3p&7CLZ`7M4x$rB?E>l5sg_%&iqi{>rl0D^rJiZ9`{zV985 zty@ta9I)lC|D`z;ihj{$fXp#&Lz}i1S~}I;#Xb`1K0eg^``46{%a_gjp6Br{ZOFNj zb1W~hjf9p&v{}NL3MLW|$M(9@JX$UHsblZpBeK6`2v#sKG8G+XLV_e3BlevH62sAO zf#4zq#w92=ajS?4zLdUc+xcwo!a<}6M6LPr(XSbvUjvI*D~^7SoXX11e|)^_`}Uoj zk}K7ufBnei>z^Wj+Nt=-IuBHp3AFT^HurFPOz^Z3yL7BK-!%4j8n!@Q#oG95g;HMl>z6MNZ7CjC-?G(a=%@AL>fUf^eYPMo z6Ypg3;K6EYj@1VuB4%TvFn!no{ARmRD1~xlP4icI{Q3N?yqmb`hPF12Mwf|0HYV z;%B_rf&Kf(6nsV%HQJ-na^L;;&vCV<(Y_P55qni+gbTdd*~EpU#xwj?EJ$@~4bEGg zyZh?ZVPdN(IM2y^XW>h+)ZX5Rfpxe84b;}&!}8|zo$izI+P(Pxxx@=Cx>SHn8=661 z=4s^iPuY;4NPd`6FcWO>G#)#Q+R_X%naE@>e(t_O5tkv~+E18wZp>q+>@iV0PLJ<} z7nnTFpk5Gd{Ay}=!M9mpWAhZqYNknkZTnoeM?I5mZ)a!kId^V|@XjSQ*-3x_L`njGnSpkW1l>EN6A$>H)rx) zQ_~J|a>9RBJXbDCsc&B_27>TD63$#MTA9t)zqQv2Z9E{`XFq<|JG8X4tes}NSkIX| zH;yEG>C&Yp`}gl(x_tQ*?v4?NkMi7TLFR*K0-EKVayZQZ_fY;fR7r25i3wd|>Id$x zZ20yz-a+mbwa+hg8EG-OaM9v9bL8=H*o~`}7&?aU%@kUkeV&}paI>9-PPY}K{GM=D z*4kkqeulsj{@}rbX~!)r?Cn*AuccStrvO;tDl#~?OeQb0T(Dp|CnZ*OCJbpIA;7l+ z6B}Ar``e_ts(v25EAk0UcKDGaeLzA(0s}eJ@&4Zd89s~D?gS7}_{8JUSg+m7%WKi! zDj({-a-OB-V>-I5^@a`|I>6i88=HOgSx0sE0%aO=?dl2&3RwM}#zR$@KzxD^Mm%x* z)h}LglKYg&lf|0DAEmCZN&c2FOq>vn^^DlRUtaDByC9a`EW8N`HYezl#kl#X^`cC- z;vZ9wZs*$6Fp%y&!E3bK1SO}B>&H<#_R!PS-7{08KX07r8YfwO7u*SU;laTjbyhyz zzNX~H-QO|{LmJWE-v|hLNiBmaIx>oMww;}_oLrv+E^lr|s>`=WXcZKAHn$&H%1?Hn zFtk`fANcc2E9VkxPat#syhy*k8kd1}#c!f7UE=w6mnh$I`7>Lm+$`ToFD*6g(VI8@ z+O};w&D^}5MPJveCr(HsD$Qa=f1|1@OZRIvbGFVmHKYlFRVTUv>SO(1Q5>s0xzA-WVS?+s|99cM| z&cw(_qCDO+{qmS0-8y(~+VmC~WiFY|H>xIkqiC3h_QU(GBJ zoiSs^q-DznH0n#V7T;8Qcw}rY3N?mJUsb}J8GfQ2Ml&O@9IJYLy(g_$Iud(mXisvz zC%9zXdB2W<4r(eY5)29AyD-Je-tT}^(#(?u1qI)J{8+L@TH?BKqqqv!FRyeq6MgPH zc(9!VQ%Omwq0Tt8@d#(|iqVJ9?4RH^Bbv9*!`-`guT-hS{&YGZOA*OUA|xbp+z_MN zvOO|!2Xd|dx(I9Ii%xqF9SUN{WxaTDV0Evf23yAAxhMu>CXLJHg%6JCK)<=yi?^kv zlDTu|rn&8$6K6sQ8iCO)$aF6Rn>$QTWzslVr`c>;{A0Vhy<73(cVr`qEaQJn2e5>9 zGSO*Vn0K+n^5~v@)71A&Qy+*r<%NBIMurskn7XBL%;!tDZ{Jo^Rh6Ow%LLwHkmybk z%*2usOWg5Uw;nwv##vtQJJ+xU>qnkT7L1p5(^+3%iS6|bodL?*esf)W!|cp926K+M z3K_EZ=+WJj#r^g4dhuYbuWuO2(f*h&G|BkSiuKjn@=z;*A zU$+izIQNcQos*KVKyz8nNlWj_L(23+xS7fS%J%9N#0gP`g@MEu%dXUG*G`;0+aW#6 z)0>VFzXJz)G7htIv{y9ocNeV|A+HYhk3pn7l|yP;_kz3Tn?B zCMn;}Cf+|kO8NNsDCwqa6}noZfl8Hhw<^9$Oac3n{mPCzCW^Z`YUp#Ujpx{rBmMc~ z015U^P60$GVx|Lmzf9-OIh+pK%seCQ?!iY`Uv}x$sdMM3PaEH-9(V|@?Z*7blV{E> zLHTJhu$!xgM-II69$b;Gs1@D2XS(+N0E<<=ae+js6% z8$R58__nx-$9}H&7uis;`Hh5i@K{VAMpC369#kY^CV&!egD3WlUFJ>v1>wnyf$XM^klSe6_NZW z=ij~n?Yd;c7--{Iw7$Bex!2a&Uni@2|5jDXop6qaTKcOCjVjsEM^k!^x%RD024WQr|;dre&f{!f;47egemx&6ghVTK<>}q+Po61ti%yXy_})EBLC>SGTp>Ae3^JL^trPR zUzWn#x*$qL?Xq{P*sZ#>O}F1MF{4CNjhj{-I8a7}&W+W|&`oU=6vDkCj13J9V=V`B zN+_U%^*24`PcTuKUse%86dt=al zDm!fNG!fpIH-vz{olN`o8BA;G5bgDSGc7);TbsuP%78lOuuiB1YR)v56#v-qH|D25 zc+iPni=>Mew;eyO8Yn~Nz^jw^k`0wJmv1Tybm16%Dzx=qi+eGfn|gvdCPNwD7EBM8 z1NwtKcbA%f`M4|c8GbN4Ex*;(OqW*Wu@=7Z7}r-H56xcWW|ANif1H8f9LcTrY<(JXGAL3VR<69ezszvf zv}rQ@8nb&^W6-3luV2n@xGamX_OV{DAfveW=+N@&;;W-Nb?THv9f~%=ch()JrAtex z92;<#kg_zl$B6X8wRfP1!wD*TIKsdm-a^{hzo4B(laS(^K}JQU;d3eJkbe?ta;HqSC-uuU=(x`K-jMqwGXdFVgoH zebTR8y_!KP%yHxLy|?6OWTbv9`9hD&cnvbz?q! zm3MM-qR0|S7MI2lw{-S5p(p)v7vvKC$npY6x<3C%O-)TtPnW2ws*)mSgA>vS;SVCJ zI&NHVU+;x!uprwK$41zZ33}zQjb*7JQ;xQAK0orYK2b2Av3nY%}Xy zTPINHhA@=^Wrr+DVLOWnvOm9llUPi6JZj{~v-6$iyJ+LX$JuK=2}6jEq($XOu%snD zMn8G}ycG=@m@7uWlmj}>xYivIEzvxlgQHi$}Kg#`O^}>u8yH&FMcNUV>cqkZKAbY zuU_pzgiIz+cAySV_4wRFlFlJdw9pLXPy)6kRg zq&#`*lmm61_J|P<%NE;a3^1z-@@SPip(}-E5(6wQuZuGnv8?iyw5@v|1BxD9!ylY#OC0dEWq`Y{nEqM8bkLOe@>b+v^+O8DkBD4S)xlBGoB1<2r zFE`NRaC%-IIaZfx)2BO}OYy6`J8bIIsp~iY#w5kA7oUHV8--OGh3f4;V1^YXV>W&1F9Up|p1OCG$X~FOp4p^Ot zU?-jn6mksR=?w^$3oGzKW?u&e?AVd<;6YW~lFrGSy}Z0KpFjU+R%pA{t;K8L<63=l zoqR<_Ce^EUFknDwWn~9|g_)7#x>FC(WSvW2(@suW2hzwp_wHqK^ssfJd&*B%+iQ=( zWZ^ZBA+%eu34F=o(mu;;o^P-&A5hcNN$*{1&s~IMpV7TLQ!zXJ){>jeZWONgOI=)M zYG`N(CgfF;Ln}NL_gS4gg=lIoU=!~(c*_`7RX;F^f#b&?4LmzHb1MRbr4A0p!joFx zXA7|V9##a7!27pc2F_Lwzx$C6)AfH^wlMMNB(fg?eo#kjcw=J1J;qQh?Ynq!6iD0? z#D0Se3~mxTd}*P2BoZdeVF|F z{KhB-@Trh@V>~}G?R;?gv7U}sOX&0hX+cTe|3tv2qR$IUvb|1xaC#J}KNW0~CYVWp zA~BS|bC)hv9~5DF;mVaWJWsF16#$iY9zWhgos#kNad2GKmoHyd@@~llF@a;#Y5@H( z^Hg2!1bL#G8otyW_(MFzB^BUS(Ije5p)m?q3Ajs6&X_Fn`Ssf%{SLFS;JWNBMgCkHNfv2EG||+$(j62TC&i}Y6>Ar z582Qc84xlbb!n3I-+SJL)m zX>EPSVE7n&7Dd%>d+LfrhlJ4ea4Yx zevW>f>b8w11-eza<#KFnAhto>dFPrZD!aVqfWOO0;$aj;Io0Ont5;8n(p0p&0|Swo zOchx3>(?t0?2HCH6(}4VakeP@8_j3V6kfU(q==FAhd?#CR6b4fY<#?Wq*?ugNXO8| z>#Q7$DO1`CXz@wb^k@owoGwp7a0CYic9x#((R`$Z9{W#teuzcv{PbjdF;8NxS}d2@ z+E@hxO-z*~tb*BYZX*_@y84l%2>0Gv zD={w7`>AuvXvUfF3aC}64C3tSAG+Ck9J&DtgvxOKQb)&$7%5eyLF)?Slw>ad_io+9 z!kb(4<>VHnc}4KJ0bdNB)d$zUfyKJ>=1mm5N?@$l9R1Ow#j*v>MP1YT$Y`=nw#q^k zBg@yrfAdmfqoa+go5n?kh8RM>h?B6Jf`Ae5AV`pr>{EwaO_rVA5%k}QPiyDy_ z(n@k)(UWcBWYc!Yu=fJgw6WA8x4dN~i(8!d9XfWDdY*Uf$H246JHEITZ6wj!v`LSH z9#_&Z5b0<>+xpu2L1<2+8YYyj^Cl--UsWiF%TaHUJEzz@y!<$DMqSQoV>LJhgjqc} zXH(rPy72N#@!`HQp<#i*bRIqGI(BUd*+UzNeRiN+;q{Hfd0+I#dm;2_MU!+c{c(5Y zM?BxX>}^Fw0O@Sjy?Y%@vbT<^Q3MF_^zsrxocHUeA~RlPRDJPpkkk>V&X4ME?2?{U z_ZsYvNbTaCK(WAGx#4pIHdXL@>=xWZ@L24^@Cy-LnaUuNrk|f*ge_~YGiubfZQELb z&Lxvb04t`GTv1?5b#>L|$bJ;M#U^b)gsHe9ay6?LK@%rUVgzE|(;^X!^Ygo79;eE< z*#P2oIox?B3#s(oyX*@g()oA0b6WlUYOWFPfVnH9+$|#S&d+{cXXN2BlX|sB&)mn4 zlky59$$Zz|{H4J)$o1^mu3x_>&644{%?ig}BxF;qVj?S`35v VM1mevl(9sX1;! zy+i7>({gYQ=o(pK>4y((c}(ysNmcJ^RZ9ZSpC1layg zb}rNJp)g-oPHX7UCt#S?Ha7l&*3AnqzL90g5i#oiNL8D=O2YhdCR7|tsR2cCv8er+ z%q8)Uze+U1ui-JF*1ebusZ5hVE|wYsw|C?mRn*_0C7==J(8b{6TH^OSN70I&&Z;Ib zOYM;(CvM$p(8p-ki$Px}^c*F5SyUumHLK%!uztiVLV;6s|^JLd#=X8~aiK z{JGt4LLv!2uPOlg21kb=+OJweZGawU0dD~5Z+E(8Mv^NlM<(>Mav(4p@J?*Lv!v_i zHp!cJxg}*Q&c%>>Q`wdYp#Zy>i)K0&%lP|p&^iEOi@b_wA!@$;ZDKW&H@`S~$?K9G z8*>WZm6MmBQ|)P>RKM}8Uh1U_7czN1FSluo__T{%%gHS;c8Q|FW?kaDfMW%SkFWmu zs##G6eIX0!C+KYOr^&tQRZ2$zYcn}R{H20K?@gOBa&p>$Gf2`k(z7x%L6$N!PJf=8 z$l`WutXnBWXGa>txXMZ4v`k(u<1v(3-%QqzQr`sn)gR`$;J&lfAsg zv0kMtUpN5VKXy)`TzqofjwN0A>QxzjXBOx3DWP{TNJfqfLU<{gImqTAAEEkd67G_p`$b zCE{{1hcvdZkd-vw9pE-EVoJ=fNyc5a`TJ|Lq;>W5n!mcc7FW-48B zi#<8#lfr!4UB{mL{bPCx6a4XD6`ySrGTeOHx#f5)ayHoW#5qM zG@kRfpFd6J&FfCT^Ulo7i5x&}1#z`&*Dh_66>2Ie3A@Q3$N(D$CCYe*Lpr&;du@YC zaU|-wNM9qN6u_Uy0nfh1#>TYqWQH1Q2JX0yaXh$R3WX*^s~SuG{WD4Yh|LGk?YeZm{TL( z_UZ+@_Or5=uvzwCP<*As5HPk+pFUAcN_|T*B#RCKa6EYMVA9eV+z_kQh<~N|3{Or( zoZSzKVgz#{WaX|;b?c;2r+I9>q4{V11=iN3$b((xcg&UAEFJ7^*3>IxDnS(x-=FDL zO5;6c$??RqHZ$vjEAxmARo0?76|XK6k&r!)qe@VTE*!GxJP2H!gU)eK`Rn3hdq+oU(2N_HtFUDKIWl>@K(dKf+ElEB zZzb6X1=~*wT1jvfeJHw~-&Bgux~y0ch;~ZwP~Zw$<)Nu5!g&4B&m%#%!dU0X0hGOq z!>w%B7616))^$mC_ZJ>`ko7{>844We0D{BOGtJc0|J11g*cOHXrb)%xEdto*y!M0l zaD*~b#BLmAVj#bv3Iitrw+#X;v`PeG07a(=q_Zdt7`iT941Z$rO5JbLynKr#%cpB? zH`+q(fyS!?u$WW5)=dL64mPcBf;2gRlCF4ja{}9~qnq3GBPj!orAL{3H+f zV`Mo@6U7>~@Oy;bgQX?<8F*mIz_m{hSQ(RQS1WqFFYo*=)klBCD&^T8JrZaTKS18;+?Q5iW6EdH$B*pD=ZuV` zh7*+ljw|*Vhl2v~Gnppax)Rul@^|)v1-({|?v4CPVfv{#`yBvS-Ip#|GD)!daF$kI zAvOo`7=(}ahSlbC=gpf8XnP#o=Nd(Z_XM;@a8J|YET1BdTLHB3vtZ%cy{L0Y!;kiz z4?I8?eF_%Gpyo3`$y?Rv-(q&q;uuq&z%n+6dRo5x|SJHE2V)?oyco|-%TX-`m~E<&iFsa!fdx*OS_n`<9RA+tQ&SIO|IDAYAdmaRoQzZA;@Hgt zM~>V#V5^E6_V1^@efwrp8`#k2TTAQu@nvDwSA8Bt^$o}*`!+K(D+E8`l6TS;B8@bA z822flXPPNR$w4l0=i$Q~9G}RM_mH?Bv+oU0^x{QNIGSZ6hL`|n%jZM@h2)SJGS#X&6 z{Ov{&Udltrq0(6p9|$5Nkswa*Bp9HB2aN_tII=`RK{G&>u>jhz!PV8(hykJ{V|xFK zl1si>(*qteU(Ao<2(av(bpRMJZ~AYYMJk`4bV ztd3n^$nTXRdlxzhbda;FKfg<@h%`MV%2z?ciEs@3>(XX2#e|p+g{ZfOQLU*Y&T`k$ zqe|d;D%#qzK-|1EBY-vNhb(`^;P*wmEs_nd_uXRcBHn)b6a=W$D%S4mm(o&S&=~31 zuYCe5WEp1w)e>7`z#^WJr*`}G#iS(PIdR#*&#P)DC{K;EEED1ra=D*&JzGoJB-AAr zNq$wDeqC0xw!~DcU<3hFd-Uj~6$KE)`SjYICVeCk-*@;ZBGOyc{PGP{*Ey2&*{ z0hDN$wu>FI1mM&wBml@5L1n8Hn-CEXz|I7?z>(nK?A&4a@Zkbm27wKjc-+44^byJh zcrF@}9>|jlQVsb>M095vk#Ie^>h2`TpYe-QXg8cdR(}4xwIeGz5lyVDdH||7WjFTd z)8Fk-qGIsG8%|I%f=)nb6_A`(D*0(ad1HkER4A)R;+?Vd5AjjVAv})BVtNo|u4B|khjt?LMv|hOI zqE`hCEPfM@$6nlBprlez)iH3y_!4b=jOzwo@Lqd=I~u!K(WPrTKR?Eet|& zHezd&r^sO>Kd*FN9r!^a>1H(D#Mn}P?aK>0QeGkhBcM!nanS-ptt>XxTC;2oDT1J| z8Dg(Onkmv9qs(%Cq-DLf=sWX&*`)70fXJv~*xbK6W!Tri!` zsUXCIX#4|_tf{H1w?>AeIBxwwcFes*G10@Ce#eCLSWey@R_B&=&I{KFbY8BuJ1EFl zw0DiqV;bLDmBsV-JU_h6((SPqgTq0;7-=HSG!5Tdw+s=@fUCAyvSdlgruWCZ9qSDD zrhXT59;q6|OPo1#X7sa9Dto87Vu7-mHe!KaL9n)qGz*B09f)4KBPZdLA)keAV&=?F zg6~Eb0^|Ws6@vw`?z(p}XvBip6zP=JBsE%%q1LA#K6oJLyaLtH;A~t6limE7F_zSx zQWr5)Aa5M`DeUM~yLxfz5`r#zZqxy@?@`?$HgRFjnJAt7rY{osjdr*VwG}Bl`l^P; z#u&uHNG`U+`MbEd*gHGhe0Eo=KQVh?Hz7+Sfg$D5-%KN;OqVWG;P8Ypk-X?Q*`{Fm zXua4*v`TItPom3SiYAMz+U(e4kz4+@!mWp)|JVy+(@`hzaEwg$n4aP|*ghpD0}QG3 z?OQ)u-0XRP^m2~XX62FCFQL@Y-ST_1&|4M0d}*9u1&1X;*k#{d!8f30rSt9bZkqAg z>lR;ZI%hc;&=Qz2tDs>2`K_gPUSYvS8-N9x8p^}OhGP!&g462=5S)RN_#n0t6P4JX}mi-feInB^2C`5ff{PaBShJb?8dQqz+RHZ`#%>%wO>1;u7VFs zW;$!@wrzz#5=p+0C%%3Ez72ZVf!#V-ZFDPs6H>qQs$q`dYfnLf8`VAw2Ge=*%3wYc zJ5r1;L^mzZYn=HUJwo+ZP%6pq90Eb6FwZe(*lE|0u(0#_)5dp^I}TN0KK{cKzoziO zTtR`nZsqemBP~#Huzcha#4SRr$cZt+r)9H{#)+jT1Pp*M6JwqTaVcn%A8D9KYnCqE z4%X2h>X|AsUSWV)>)=CUbNnK$cODtNQd(`Iv-4oz%Ak|f9RQyvSjbhLND%~>ET36e zsL1g(aM-XZOpdTCn8m3JtVMf3Oy2V!9yQ;;XTqBIYux%UW7U@Vb67LwKtsTbJIFe@ zP0!cq%|q_KU$=kqMX^@9c5Nr2^H`e5J%vL18&G%|UKY8Sw`xPIA^Pkshb(h6jQc}`@W+IunRU*Ft zvQJ7*Hb(Z3CMSKQdMhzmt-jFPdwq@vWp3i)TcM;AIYvFZbrX5tM@IBf zv$i(2SNO)#dvd*JyLRn()n&=ykHgOOQSKSj)+lmF;;|`edj*@5bma=k$B6TNQhkQT zS>Dq~qN6YCl{Fg~08VUliXrjF$uXqijCj;tdxx~8lH3jgJ0uKs5{TBf@82gP=DBY< z*vt+lKC7_s;4)Q(`|-pb@*)^AI;#4?yZDLChw>K1$yCx&1QZXg*5qr2hb^DgE$EP6 zd0Ck~nKtm3kl-YMK8j6@{e(_ckp!h}c<#UL4~6|wR}9LFlN4^vIDgz$po3*@Do;ik8_HYQ-s6{s4G zZm7^A?QE4H@CxTC=nSa`PEyy@EC($`effSylipW3A^zengfLW$#Ywt!X{mVwPz+_o z?te=To}K9`P_G{!W}zIv{KZV`4=nIxFnSKA1$sY;6s$E4mxW!DIF|d@J9feE` z#1`P~Uqu?~L?L{GNA(8=4L-uW(18W*Q!ZYdWN&YuV0MCseI%*fu^Y8a^XLHTL*Y_d zv{~1TPNyCa!iX1ku@}lQGRdOWp>PWY3Q5-0aohw;IF#~p z2M-37eJ4^B@yN&tEEX&XqB<4TNmXNWb8`(nO_`K{Mzxa$M0GP_O*1=KnOTd z0JOBU@b`8?Wpf%GDJ@Gq(D#k$gDdjx!;=kF!&U3|LHVDCr-WAox-l2p0|Gpwq{m~~ z49SKg3e|DwWgX{gefgBq9F;?Q^-CVg~z`j z?oqW*SC{`@Uw?*u_IXiJ_?&5<*N?Lr9tiV1kZpmz+(Z_{3B+Vv6-W`_Y~@`;`CK>i z^}oI^V_M>I)GxBLJzlHsuYrWHu(now|L&cv+-#JxARU2KRaJLTo|ElNGs*YZVZAsz zH+L?L2Y2t>5qvY}$+)dey3o~6VZT3-Ce_{?b8OwQ@)ob&Av;MC&}snr-~U;n&yThD zPp=Gso!e(Q_!RPAIXM9*0aKy|R69{Q^4y#_;N0DC=k#4HLkM7w#lmK;o1-}}(AwLF z@ywt#C#ZLlszU)KuqNFLdzMaz4L~0bPyp|Br}?fSHY&b zeqrTyuA4im)?d%>9+1gx=)ICimt9AmCkbWr8(6Jt9~V# zsQIDHH#;+ld*uaagC`5}2%cKdOxWZHGLlwl-1@*}s_%3Y4-@NI(UlM04Z7_oU>1>~`|TW1sA*Kg?> zWW__531Ksye>*vH4G0)|6VciuL-)^1uZDttp^ff`CAY^ZPyc79_CC;6< zQK8i!DuJ_ z=p5SRa&vRr5q}#{6+A&0lXh}Cc_5RMcaYvlN(HsgPSZxvMB01t_jf}?`rP^P z%JaFBtl=)hl+simF({Qbg&hz|ZzDIBI4n!KaYG4YbQ_hSB$|wV+RT~R6eW-kParcT zzt2UBZV+_ZXm`@VSra;RmXV2dFY5Zubzk$7Yrb7A^}gmHIfv0RHff+9b8G(Xfuz`CwJXFtk=kxCJ>n#El-nRjUUG5QdS2cd-iT;;5>Rd)9CDvxGhq1Kw=J^D0siHwZ?b?J zuzt$m;^8FPlcrxDJQpmKh9Dt4h9cBl)A57CJf-?|$sB-iV4?jCLxIdolNAa?FBytz zc(6RX^4d1JX$=ilj-lRqHSM*&c6}StF4yf=Pr2h9uwLhbUjAWUiS8CUoT5=IbF_I? zgE_35J2(Ol<~BzPx7wyzjOr$p>-J~Z<{=|;(>DLz>NU5waha2B4=orqDppr!mbrPZ zkZ1h-I2)m9ZSulUJ^o-XMMZmtUHtjE%vGtr>)ERjshs@KT*&cLl=q2e19^&4aa)O% zva=-?)oN*a<@3xQH`g@S*)WYLRu~)C=@B??)xXWX-W@KTFjjJV9AvRD4lk& z_`}5?;X}mdT%2<*U&KLjEm-nz=8LjB}x$fV8fV}>7{~fgc{Uz~@ zuUBs`vHyQQ>0h7sNXNi0=RdzP;RVm^-+xW~OucP665#*%O0m1pC;sPG{%?IqOV{1O WlN;{0nf`ZN*7V6{CW#a6{r?+1a&glD literal 46273 zcmeFZbySwypErElih&*j6OKm|0Rd_0V|$B$BHcS@xbfZ$z z-SvJp{(keU_nCR;nf1=hntvYFIZHwAEB3Yb_xq`RJ-8@+b|c+xItqodk$UcwEQPW% zjzU?kw01RqV$sR88-J{{JVBLPi!Z0OI`{GYI`ebNmJ|y874rYGaEUMj3gu4<_0(}W zyMVrCdo}s$g~j1Xp$j+j|Gdij@Yr{y(x0M#`{_B9u-=n9RaDrRl<2P~xTaXOG{RTK zd8_%kgZ$s#^KIPzf{vvy;PT${CCiGpY?~OQcMa$r-n;oin^J67+sC$9-TtJSg+6EL zFuT^ITJBwUudKzT;LH4C=O@nJf2HKFU$*1-U-$0*zkmDh9s_!}swz3(61~%>PR+fx zzj^bfT$YnPE&124Yxv=p&!6XBr;Z-@>#q|BCB3V>*cAt6Q?**ZKG~xy;JF6Fv+ zO^WlglRovvHSyYcbm`k3nKULB7z?nou|>v7E~9+EanfxSC1=HF9iHYou>u3A4f=(?!N$jCT3u13E+p+2BjrtRyK!P)7-$=*QCXq6<7dbOcN=6xbIQN?-* z0%k47lT*RNL7d?;83ytTLm0+d?=T`bu`tC->~Yiy`9~!cRm_vv0e7hR<2qV;kvjW(63wgVtVuu>#4~D z*BrV6ZTT$P&v|jG&jgjtpMAWO`viwdVtIg&C7*F!-0!okCexChqOY$nAEP#%Rovgv zagd8Ec9zHXsdnDe?nhi%<-BF0xji&hoWfx2*S9BIHH{QScg=f8dX#} z4`Hic&zdbYKbRjsaQ3O37n^+hz(CB;FOO*I={5~TlWZ>UYqEvH>?VOj-SgV zUb|Est*SVfy_nU!*#Mt+=!?&ji>!NEBE*i@Ul(d0n0M+mQe z>92bIVEG8ycjVqzZ`^$ivtqJ6>s&>pj70RUHS}!U+}vfoD=C!4T)HE84u4Ke#Il`R zyg3%gXW%h0*cy9C$}b#`HqEBr?~kop`EB}?OqxDi>aC3}n`}9)={lc;IqD~1VrXex z{E}OsOJKvv^*fG~|H!>3kDHWqw6J)ul42Sy>BAXuIZQfIBQtGcpqX}OJp&sjr!?1VgBLc z$8wK$aEv$)m}So^;Q!=?M1!|J8V=Mo^o&&xx3eeOkLuxROPBcZCyZsf%%=(4^o3jZ z)^;CwrKitOp#w=_4%;HRK_E@uRtHHwDwD$s&%hYQPyC17CA&{qR7q89Hh6g_q<@~GswMweRI{}l1kcIi# zt_F#eNmoO|$ld&gAwAVJqa3$o!WQlK#b^6?lMJiRKX~xKur({w$=Mkzi3>GBTGIQ- zx2-awuUD+u6mDGq-qu;ug3qYtg6AQr_o-!QgY@W|=5}YF?&U_s+OlQK6$7LC_wTL< z`1en^KYYkTez5=Ik$El$!>6Y%h`3sNwUiez^PI6R!Hp!@VgP@?` z+w)#*(>-Q8?{b^9i010>?2_^q;OF7t*^qnmabKVDTMW|OdSe0c>GrL(1xyfr9Q{&~ zq5J_6k;V$~Yvq5E&v0c7-IQO%MBUxe(sI||-~YLvpP>Pkmmq%o3XiXGDYyCezsYan z-@jrQO|1K(Q(DNCVgw&MX=<0+n=VGErza2NNjL1{wHwkRzl}xAhYNZ0_U%T`0v*wb zI_+uk!RXqlh1o&XeUBbJ;w87bcdxNEQ{LlU+Al90($0UjU!h-FS=oE`4+aK(gILv+ zm`fq&wzL)d@(OfG*bW3#587wCk9u6L43+ZlV?@y)mw0{b*Ck2SQi-#NJXvdN%NrXT z?eKu3pK>V0<&Y68e|@sQ=2`2kN84C;<=p}u9uKdz{&r`PGIJ+g6+z_019V8t&Fw{K@)U{O?5q*maUl3W*E_)VLX zG9AX>?;ahil%Xjn=rv@!W_QF#6&GLNQ2THZpQscW%+RjRmVI}AH;>MJ9$w!5m}dqp z8L1^gpK@~#Qc>R==ErNJpN{v|%2bq?sT9Xv$-QgPTN5qpI1$CEo)*&Hu7k-g#mdS` zw|;$PZ1#d7uO3!Nq&&@=EK{7bJ9u#}?7a7ph|`aDbj)T5-Mn>+9}j?*>^j%RWQduy zX`gV&?b|DV!a%iuftPc^}W5FSzo{L%fgpO3|!{X zlPc3A9VQyN0kwkc?2?`=GReXr>@E9Svo#fCHRRFL+S}T+D!A+1xx%w>6@XG!e(ifuy;XFd3%InI0M`yABh55u`vGRECaBPI8$CPTtC_ zJ=!%Mt(N+}MEjLqf--PUqJ#5bXI4|B-SAIuR{@Mz;1;cA6w033SWQLTzK5shI2v&z zZW+h$!7|y9dr?P6Cri+xY#rTWHG#y^>!`6wW~~~#cI}#(8!g*TmeAa%JL^3b82Fkv z!^H5VId7Tunlo%M8c@Zg!9rnchjkx%w@sP+X0qBb6sF3{tkb`L*Akog_4fSv^RfUt z)mT*N!ZN0>6-%89QeC@B13j%QN9USu?)EGQ!DCf*VG_0qKmX$J>-q$JBlJ!`apyFw zKb2(ThyqU*nntFBt^8=FY8SiGhQ6Nbi%_5#awMxE!E;QkXqGn zTOL2kT>2i>u9fS(9P=&gR-1w*?=Z+rk_yR=XkkXQb@Ahgex}IaHIkO^L2sx6VfK z3jqoqa$(Z@sIq`K9c^uILqeFFKU{yC(=|LXQA7F=P~k|tWx|$(Cp@PZv>(?7H>=RHOIUIFR#(FguXMCiCL?iZ}y!#8_RKPM&)V{(n zHmvEy*8q9VlmYIJt}d3`qgDXe%d3MEBvg*)HM0Y{tjgjN%354-qzX>%SwW#p=Q1i$ zD59_a`s*(~`w^YY(NYmm5cJq;QvICAs}*}H-aV4azq}b!Snl0Nc796 z`$R&yvZhY#6SgY%I4DWS*NO%j^ZD~Bllu3kWyGgL-p$VrX4j(q$)gQ|HK+h4Chgj@ zd$-~ANr^*;&Hzqb0)noJxXc0odU|$pu(r^Py`!T;cl60kvKmgDxT#m-_YQ4@fEE3+ zAbDfsC{E3+D0GepEUZ=8$6d?u@o}^`n*C@e+vU*5q&Awhij!-{G%pjI3_xKs;MXI_ z2e_T|km@Mq%N}wGdQwt>!tz|1V;(b;gRvhzd~m8Q2OcN&aAu^43pHB`w|0(QA?jIr zdU|JxzkanXsFn9wD#}}QdHKavD_8zXX?3Xt8cee8Rmhy5XpB^d_G6B)>?&nbh5cP66v~t;4~62ED*`kJl=Jxh{k61- zV3(PKYru1tqLjFE0h!ls+{jPp;iQ;3k9H}vVYK-(5>>40Nbx&>_q)ZXF& zp1DJ}eFHGsTeP|}piWOvt@rqFs=xQ+WoIw4YkMO27-eoJCnx8sH23ukoP4B*e@IVP zZQ&Bad@_4kqSyB8+gtBsiILq6v-)ALCchlrK#=QU&8&<|SV~Un2Pl*e1v)!dHJO8- z&vj4qH--VD_hK^F0&CEv2c%b|TIxq@W^0gs;c$DylnC|Qxr;^K9Q@WjavS#vC&m>K z9pU5BBBpHGd+bjtmcWJmiWZZ2gkdzr*q-^xR<1r-w-dbAf1V=q^$UaMkv^zkcCX@= zucuJfOytr_T>JLsv`XT&=hDIA(P(D!u^O3iMQKJWR&OXLjfK$J+}yV~*Mb}-@#S;p z?qe~8fnG4!2%&mhTnk0bTnjvLx2Rnl%6;hdwyzPWes|RWz>N)s9mrX}BwD$h)TT!Z zB45Y&x*%%R0POQQj9mlP{kyxnJ5o6z^s75lEC6cjbz=vIw7c|7F=gVj7YKsFSwp1* zBZaMdl*Uz4Oar|+)gu7}rGaDQwX|M6-79pJ7c+F04^5U(u6y)M-eF;3JvGs^{Cpx5 zaMcQaLW}c*u0|~x_P99z6DLl*2nvdU+VOWpL{y+)dwsMn z9tv7Z8B_MIe_SO%(s(g%**2S9AL!S{?aiNTb&Um^H2_rHEnxgI#Gm~=S-@ULlx090@7Gj&S> zl9i8EsqRsIQyMH03knv25_bOFxj5A#JQqU32|GZ$PNz8zD-MHpT$>r|zN5aHvgT{o zO08a$W4|rDC&jIu+PmA7>pHfj#p=683*2hNb>HccojLe!@Ir0T53XL2bIv}C@06*4 zxUXHet>(hoW*lm28{X?a^5Zj*t?T$M4&i6bd$e0LJR{I~Zvk+|jeCz>G|L#i>oVQJ zfce}mJb~jR-&XXHdvj`?*!)b3D|henvy7Ltw6w1HtXPxNb(>$D#dLLZ#o_|v7fpKq4ecZT>HvgmHtqeOZyh9TeI9Lp(pY@y3A<%%))IOKw$h-! z&#Q8xH#WP)Cw|rQXU|>{bwSKw>;uavur|J$)-Cg1k?JrWiDqZqVCnrgCK!KhJYf~R z@zdiVxe>O5Es+;r-^2=9xYvbFkFR|Ci5!bRG4Y|1#TjHnuj!bY-|5ff!=&k2;HkJhL=NHI5e zO(}a2oHb2#{5h$V)X{h2PB!QABWq+KRHeJm0F%gi$f3v0@=QpBK32bzWaw|nR0VmG zAMcr-H3w#!X?4-Qx^Q%rIg67t<%8$$EBtinD=C`>1}B6r9f-PH!q0SGJf!Y<{2jS1 z3mZgF{QA46D&j4~iC>WE6#848Cj*%yKyp%_;?k3C`s()Q9yR_78Y2fmHjC!>J|O`t zN#aXhUazN&_$A=uK|{u+(Qr%uLU&|MMYO7*lrPWeCCSBkT%Ia>=FHtUZ{DEKAHeiF zmp0AeMkOQ9_|zdVA*K{rly>_u!qR-az>~eddfxU>7Mv zsJ+ZoJW5&AP83qE?#}ZuAkesrwcpWEsy(ONWrjfzDj1;rkj+akHx_fns3iMsem5+!rMC(i=}(COhOS%_J}ih6aK3{2BgAo zRP!sTR-+Oy&w9K^9#Hxkc#nXqTYppP<+o?ulZy{h@rQSTj;x*Chl4r5m(L4yDuA14 z0Q)o|e53bVSyw)ArnHdgevvqntr$I}Ns^TIU~y-qeZ;*vwiyG~*4Y_K^*m%y5kgI! zcz`iddG3`9sg=oj>^X4$ThX#DjEpfuLqj4p9*y<`K#h^}{eq5bmY#U3_Ey`azo7dN zDn!2iPk+n0vw2fL3U8Xryu%fr=j^B|5D4)MU0I>n%7O9{P6Hunn~l&k542ApCutNE zNEf=O59AcCLMxTbl^8hH%I|SAvCXUCI3Dc5e~ItjCjN{5o|4{ZAj3&h5Fym$sgqsT zSE37$l?#bw`}XZ#MiQO{V=M|@DR3P&?mYVUrAwFS=;>30OnH2dNRY$3Il5EUZ|Vg< zKA-K)IaxR`a=7zST}Ryqi{XbA^dYSY+pj`dD%*axqtGjzrHj>AXupi<6`9<-8^OZG zy$)acS$2e7(}Fe)>0cI|Uk(IEBK0qF=qblPb8hC29`4*P!<(GdG5o<{;Cx2bD-H zuxtw)s&QAdE~v%;?Tfw#J5){iXQ!tN%E|_1Vu-s&SrD)Lyw5IYuaLzladGjH(a}m6 zAyH5NmmHb9S=@mkIP8mDxkDuYFMgb=LlXO_vCP;YEm zW;sxT@*KKs#p++^Lam)hF$#>B zorkBwFgps^2J64DtW1V5v;vQVULGEAh)@K{nJ6RiSHB#YPcdl>1-N13;E)3SmP;{h zw(2O{j%FzX1-r`MEXzRtvWBBXv%?WSJ~=W|AMfIoOSds0HOyPvx~HnZvXqc8(`FSQ zU|FD1xl9LZBE|#w%0UUKiPen73~UT=1zpAZ^#V)_!NYNe96(sDtgLLJQ7va`T3V-d zIy960nwpwlzI^G92n&+M)91(=Ntjed(ZbNNadB}G(SgVsV3k$LCaQ!_f>&n{mW_*{ z`uh5+WZ1 z1Ff#PvhyxxM89}wC#ElC040|}SPB|W!>3DpdC!unhaMXJ^5sr~Os`zI0w(w3of%{g ze5yKxx;0uk;f#ichPO6AFR8~bxwQ#1rpoH+h2r!vV`Em%BLyry^$B6}9MkHlR=w68 z*Pv#?Lp-uf!G+0}Z^KFW8kGQtiRM2}K)x!nI3ggR0BKPUAT~+AjM4wQ5k`iXPnbDZ z3>-Us^%L!euVU09P#5ikL_|f^?p{$^9tE?agVwnhBCErXI}Ch|6ULIN5OS)}_Fzgy zV$MO2Ok8OIKrRonf)7L>S}Fb$&moux7%@Wd(Jz^St%~9U+(tkcYO&zxmTUwBG8M0NA}CLo<023s<&kP-VL--Yu5%cP6{bX(XFAM`AkDz!~rfW&+_1YodIK zvji!@KOO>SJRL}IYF7{hJ^9*s1*}Y|Akq5BXkZ)*3yTV9zWmx>H_+s@Fy}9)T6Dbd z@VLsahr(=e{W{3qXw)Zms>5iBARxN_XagzAIhw23$u!{cec|QhHMjsyN~UQ~ZEP$Q zm3&kJ$lngXUf+wF!89uP^5rySSex9pd)djb{LTVECl7=oY+zt8GCp37euk6$e893$ zx2pN1h)v%!<~w)p)Qd6h-W`eiz@wCePnROBH;AFvEj;G|U2fp|yJR-Sn5Z|WAE_k4 zQWk@Rn+8;eSz`Qk<;s;xcZ?Kc)GnPr{}7rW2YZKUS5Hr5rsHHwWdoVZIhQtTEu)Y7 zS2E}xe{n3H%L)qK%~IbiLDr#SQ=$5umyz+Y;yrbJo6w#TA2#{If#HCOfCe+jZrYWd zeNLlqWB2jOS;$7%!oVAu6NeoNaMKm9i!p=?V<8)Xl+vW%$bMPDh3?pt-<_5jN- zA?uzO&220)L5V$+ik_D05JWQDdY2*(uBTTj<*YD-kFZt!s7I#>?VSuGH)iIPYh129dvKB~zVV9F7(6yAdOpwRkHDDAQz z4YO*YO@?C5q0r@woa>0j{7HmNaUy&Jx$psriJawoZ(rGof?hnXIwNd55QRF7Zn0tK zD+oBfnUgJ-u{;h^v0|%;WL6=`MI8Qzj~-!JwT-UZdgvNpDBY$_3bPaa+u^^1GIrx4 ziS7tXAqJm2=b@&iHr5>$+%ufVM0(Qr$2CmhD8Iz}C9W;8GT{WIRE?7W1A+Ny6;*G~ z(!)3>&-1*Llswec#OrNmXuU%iepK2Q;5VQFhmRdof<6g!@5zYjp*ARkCQjT`MlpwQ zVhm$MNKF8&FDxpO9PKL0?sar!k@Dkve(&DBP?_Ku42H5mArqXc5X|cXU`Qb`{cG zO-C_PBxOX0Z+Dgk(r_qtF)?+xeK<=Ml#c2!nc(G`d&rQ9uDx)^v`EY?JrS}2io6W0 zf-*~)HzMQd=09$VKc2qWT{}>6=KJI=nJr8k>6pfRnnm|ci4+d%?{u3bcx^Yg{p~rw z>4Nl?i%;)ZfnNtoiiSOim6H1xe!bGv_VDzxt7pHCw3@qKi2@)Ufi>`I=(vJAO=vgp z_$PL9C6oc)m`2*Km70fn-GJ|vcEMTW}%zN*Xgzw78Fp? zQtqgq$wEnhOxd0P{J?ZiFf=A;hKJF)0pllAg+;FcrV;~cYHI2e=Rr*Y)247d`zO12 z&%l~y?Xw^^vyHNB$6f`{(yZ3$%orUF);?K_jvqa*p9$}uJo1?&dRkl;oe9H*^h8!7 z!O_59;aI@Ln^03%Un~dBsto4ol&0GqI)CXl!(`sPof&M9t0iP)TKADNpjzYT&mRRp zYI=CAg)Qu{(XKR$fkH9W{kW`S1Y{oFz;94-3Xn?ysFGwQOjIwkP}9Q?5%(RR6ZX)X<|5N+4@5{ZBCA%fUgFNTR&O+(iBeBj zfbNmS(lsl>yWwq|B>6mL+h+d{EAAZO=a+|X;61m(;)aqQG84pn)WJ zU|!)$;AYr7eDcK0YV?vgSOreUinD@KjBG{1!B-#DiHszA^${5v8G8qZNPsSf!OY3N zyTqI#5ibb#W2g@ikeEh>hAtv}gX*&lVm=iWIZ?O^O5s5&@jqtf6@;u?R9gGH0t8I_ z(B0T@4PG3o3SeZFfHLc?2Elw@;drDmSlHSsqMufioKRid$H-RH104Z>G?t_3qcB$U z(eMBwlkLe36FP)ili%E|j`At8c8T31%>xR?)F#j5S=MwBH#|x6E(VxSB6zu!=ABPEa5uyqvcnCO-WZJG6;zl8c_kN6? zj;?TWyklbO2YYPB8<4*7U*ArG>k=84&w0iQz7LE;ZcWFKcVS^PXpar)wy|KBRS*OT zc*F#Dm>bUH*Du{m;%pvO(EFh;7~zroiQ2!%WkhwNLsw$t$C@n53XB(87p1wiaww&eWK2n8D{;5_$1nH2*K=-VtVT0-(tFi0^>f}C!zo>R)s-|jv4N& zPcWrDh4dy<{mk=I3{%Ji|IJ%>)(>}7qj~!ZmLmbW-rY2lGwow z!YZBq6uZhMPRFhHhXCdF-o;8}A8ur%W z%iCj?L7bjzFv9&XxbNnP9)zV~(n+|+kQT)FSI>Scx}g_*mp}0rGz(g?CKDmPleGa@ z1PP^gaba+A;Fye@+zZTJK7$Ho+Qh3@fBGM7lZMg<{Mfg8AE3l4zaoumpkGJ$vBpaW zJ|KwGcw2F@v4|_%cwKCWzctKlWm15JI}Y;lUM4aFdd?U)hSEM7#MrwVcD(@@rpfCI z{g9JZ@@fO5RY|vrCUy@dzEXpJ@yq=H2jE;~dZ+6kaj;5AND$j2l(-0xe7_7Bu~Csa zf}>Fxr4R;ODn*714idDH#jMj-XlfoI?&34~Y#D{AL1-ZLRa%42e>SU)A5zYyhs6+s zPZt1-lB(XL8LJ^CHd@SU(?x*C_bDRbydruuY}ES3ZiSB@KhmvTdl6AQPK}If6ml)&L{7_xG#6vWLNwd`Ko}NpS@X zQ#gK~c^)OoCa+%A%R0M0T?RogMPD9WnEsdMF>3^FltdHA3>y$LLyzeBLX10hgd&Lo zXs+&^jM7PiQK6FQkW^7w$i<7S2X8IRUbP=f_vEe6-Vhx7b2OKRLuZc+{NmhXPBd5l=w|PK% za!{JR+~R4MO}3>Y2ObDJ?SA;22(jKWd=XCdH$g}_%(+q~sZrN9jKK_AGL$Fc+13nhj$yuG+|`*dak z6JgIbWICqk@+(}q*7PBsII6%X?KIcY*;jz)0(pIz^f=-nKtR%LvKJT9ONJ#zTnK8q z_+f3F+X+xhA<|f(d6H(41U{QSpEWlkiDy_kGV8W%1v8Zd3PEEzNcePSGJBCD_b8wF z_Z*QR32aWNudmY^s}QR*qI%m!nNAWb3vd?qo6s)1pWs7gzXn2+9Hi!w6m)F+*mdVD7Oqaxy& z8jk(^MJb0`9-sig5`Nq2x~Pug^`PmVa44~5t?P%A}2xc9mk{nO7*Da9M8Ypc>(_$%;AJH@TuYO+ZKMZBY zd)99D&;a0JLON9pgXgwpg`?K8OY1i9`*jo+jmCzT!Pfv*SBMlBRA9~Rt7!J-@KxER8ENA9KgORQ1BrP^860O`25z|P_bw<~@>i~DX z#0Z3tnh49uNj(?8Kt4i{Gn6fPfDfzw27YH4dW5hMbsPZ!r5PykDg@J}+w_xP2QDLK zW>5L+TL4jE1Xg${YFvWujNcAH8mtHVCoW>rCLzDNytNHehYi94GTYBF=F3;CfMh{* zUr-u0X6935a|Xb|cDRg~|D*<>-=soPrq$Kesdbq`W<_Wv8VXB3+8BC5HPUuumxR&O z(2wazGmt45|K%tR=;cwcKe_?xz>})cXo&Ee-WpR!0IR*d0iHK3vNW{itI8%eG&m&K z)}Ri9Q~^t~nt&fLoUXFqTJRd8_`oh9+a0E}BUX`h^B+^6NO&Hc$N;j?45p7f90~|( z7c`xQ?_ei~)}-^$M5CDzKro4R5_AZ4tp_0oa>;OieFrCbF*PW8C)`%u^SNHKpx1n- zU!#_6eX$;FS-Mz^G$5EY9u%27pvmxpQ37Zk>4Q5nq zY7R6t(i97D+Y3}!iS$5>jKsVgXyFTHDDx)(GdxTOQpXyMVp*}X0yeHJuq{7Qf5cfT zqx53?K{bgHe>=-W*zdvfFUkq2fz(=1UCpmKSq7>JxtHt$O2p2I%-Ml-!t$`f$uT1^ z&291s)rOop1Eh+nXw1lzfvjD^*ypV>*9MwWRkB?&0W?TbCMV}_=wwZu^W$gRCmc5X zdy-jo=P0&9&0t){z-^4MPBAG-Je?oOAwuT{W^1gJ z0MQ@zyfT(EQ$Jh!O*Nca z2wYEflFq4l-G1`nzFkGGx$}48m#^PcR8k_f-};0_vsL4kV?sh(G)SwXmv=Oqa! zbJ3Mbhxss|p3DfQhCO3nMo|?CzC_MNhafGT6jI~Jmc2r>euoV!MeChX{8i}0oP7u& zBDdy>Ps`2S_`O?k;I>rL?~D6hj*QX;FihnBUSr!wQEu)@sO=S49i#jLnBh=WJVlbO#mQ#%7?z^wSGb6B>goq)a-H9lE=~@5C%-sAd z$KoisXe~r|8o;|D=`$ep04PadX`*?^a4+qNgX_w#lfRkN_w4xzf8hCdC+}@i9#@Bx zNHkP9k_dcYHvzCEnMcs<)d2#?{3UD@LuLfmYO>wo_w5bbrWD<9TAZIGzR{rzFJA$V z_F%73wP35$TTD6wlu-Mp>M)bZGT*wDNU#P(E=IbU5F=1gS{B(cL}&nn1DuDqR>&2p zrhkS~$?PSWZZs@IY`P%b75CEWiLD>x3tK_GS19B7$ffXOFN`F%zW9^DL#l$%0{f@V zQ$OyJ$c>~b*+2xdmmTY#$n%MCf6ilkZKGK56C^szkpYQrKpj1e?FT2Y$XBI`E}g_J z{e)Y`-!=nH5ugJE?nh=GzqQ&U1R$Y92(opWKtGUlIl3M4!Z*?*^HANuq&Un;560Id z9WGMHek25CTemXkpP?rEl4)#KXs#6cJ(hG2F_vnX4)S2f0{y2SZj0YrR)XR?;LtZ8 z{yV$zUE?}u-|``ef0bTBQnGDOuT)XP{xozK1rtc?B*j3dhHxXkJjN;oB@ATd7-`9p z-9B^?yXTZKEzcnr)+g?5JJL>F@*)R|>M}a9d9Y2rObDt?`mDv$g_)-q-mbp*ByP8Y z$vqExRvR7T{qnaZR=95#eufTC_Ee~&se!~7 zNlnKIUOajvd84-*ZV4#$lIQDxWv8ErZ4APIZ?Pkssi47)P=AlU>9Zh`_9*DT! zTd1_e$x(v4w9GPCPyw zqQt%1>r~~bgIhkY^ieXBjM{1RjUg%j>h^=QM(n>4O2B^+CmHyaJHa-{Awa{$2Nw91*a5jz9NjfR)v8GV|e!UJEWeVjm-|t=X zcMdH@l3$ghz2a+|A2u3;G@RHz^)+wVgpA*iapAY%$fNZEZG>#OGlZ<4`s<;)oR zgzl*KC=K#-=OBbX%ktxE-r*-gb3?hK$T&-Y51R&-ZpD~to#l@jTpivYl~7vfJlX66 zB6AGFdOoPNWd)T*7j3)y+uJ;WE_nroP|a)?`-yseUZ<&{MAK$r2y7+sd5r#HK@Mz) zIoe6}Bh*omZaZj&ur7?U0?2#5y)o&WT-kFL!2AlAQ;=?a;o}pArkncx=6VZUmoDU8`FccZKSK97qU^-d*BOc1Tq} zHz@`9C*Z;pI+7k@U{nuu!gtVd6xFVu9>^Fi^=l~NOg}>8Obki|G9AoRfDp?T`z~Fu zqi#5(9_>EabGl&kzMAtriqnnR^NoJfvwaCNF4)-61@KUUWbt&o>r(PYJpYeR%OP_c zl598Bj+)2Vuz9R2z*3rA1dJjxTT{e*3_sDB>(PLCua&4nhdN+}dYK zkF`Da8)BoDijEd1BAqkYWGPdk1nbL#89Q@aqqPb2r&d4#6%OFQL&|x&MQeM0Q>rBz zlLEWac@K2>gZ8f7trMM~rPhyz@x3mHhw=yWD<17g

      4FEvhb^t&TK8)C!>kHKVeq z%Q9m8uJg67f$O<4jv~Qkhe`ATvU5l9LU*u5A!}GjR8-%AU}D?mJpBVFgr_B|qLTK- zZoCd^kbGAv2yF!a!f^;Q5!R34sOh2)MMOmv`(%y1BgVPrbfIDeTxbSque_-zwlQ-4J2%WjPqHH#S=AyL*O|(_PD3B3F-L;| z_PEJYlW`gG3_K=+PM z`*l1ZkF)ZX_EJ5BN+(ec@ry%j%ONr^lbI$qm~1-O77rP zdpX(S7+V8gCIQvHDRoq!3#d*AXu>KoGBWvPBUY5(###}iavE*Q zqC$A{!v>Og1vje(gRl-HoJ)}|)8tJCmTz(#%b|uL==6dvZ@;omDi3-sa7pHd= z0rBg?2;6ndT&qM0g2yPBeHRqonCdQgKpq)PAC?}xq4(w;=dihu7joC*y+S_0QF?}54f=g`@ez@c zh4PB(^1a7u)hwl+B2B#4vY1Ia!n~(+Dj;7VR)YCBxZ$$h3~t99BXWia1u)Ts%152hme0HLQ?(; zdeLWie~383he<(Zu+zaOUO=J}YMuHjXaTFX=5iSMRItnPsKBGH3v+7N?=oFq=HiWq zAp*U}7)0B=6&9H*59ZhBc)Z zHt+^v)JxLnmH~D@AJ`*rYI8-O95K;QE-4NK0E_?RlpZ?yLx`MXJWh$4c^F!NH8eXX+?}gGN4$dQmBvJ)>>|EL6oQ#+a zkrjrzS#lz8VNAKenP~Q+$N=;!?dJn)T~3sy0xJp)=u&030q)^U8mWsn97EW~2(I!L?6=x`VtGOw15 zk_L(19XMl1FoIUfpST221wCv%ut$=_GH;))4x~LYjwPemk#uGP0-8hLX8iK^%CbK` z34i$ckbT4}*6H1$5Lmuvqam-4(=@9a4lF^@-Amtx;y0_t-YwvRX>@P_BBx;xE(aL#0CrF+5&8!etj2bB>4fLWLv2}h^PT*Wo#elk>sP(2+62<7@-DdQ%;W=XJT6stfzn=vKT zNh?KHeJPyw9|rmIXYpzZhph2vGlJ*HigH<;ZDpb2MFT;DE|cj%zoufgzh`1iT-Kf` zKGis_){e5t-dZkKtO1)Ie$1j^G%1iLrU7PPnZv>DNV9PQzO&C zWOP#;HoWk`NV&E98Z?=)^mV&O-}|cgd)yn zt5y9G;mp~`yZPD36vsVgeHjI&E5iK1g_H^RMm6CsQZf3KfSr$-B*a+)tz^j(hEZT_ zse$zjSmcBDDFAOw2G52UKKEY4H9f2;T z5A{At!xm^<2=7!OjG<$V#ME(Yiw=b3<{VZ=mdE$Ee`r-7$C;2k%_`}F?GpqkWN@fg z>_3OoqeVV*ruV%kqyhr?dH6LR%y2Htu+DuTeTJE}X7P6k>f}Fj`mtU!9|=y|9<`-$ z0kOg0O|yXJPSmmwwf4MXCh?{-KbJfT|r0zq-sew(4OY zRVs=|1v)mFP$+XPKbCd?P90kt*Yo{-5ob}X>wK>hezz1BTQIY7nw3F``USjSDWAN^ zD>oLKnVX;-SJQcWga8v$TQo~kGE-3jny+Tydu2E%1RFBj14q0EMBi&&bt$QbU^1B0 zwGF&9hr#GF=K)Khp76JX(vZ!yu%SvJAlXbU&8VIeSc9&!DX#t^10N1x;@DzCix;y{ z+hbmfPwQB8Ap84bJLglO&X@aKGGUn$ocn0FCqAXcfmUkigUzZ&bGI-jF8A&v^vz?^ z=PwsB_=F^4MYLzl4oEI8%-fD7k_XZAnNi7_4-Y5+M8a3x*+B!1QBFajGcI>i(F2yC zmtx>JVH!qg6spbok${o>WoD=-UpAFQFQi2`&@*a7Po;Vwu&)2}^8>2KWoe;<0GdVc zc}Ag0zQdjZ5i3)2Dkd*VuXZ_Znw-koB@mBM4+t0hLQbwqRI@grRaRa;>C32UqragMUf7b7b|KE8UK0$xS2V?;TWfquv&Lm;XSJ)ucefRW z)j-rP)REV-TFvIU8%3N3aE7=8!V^6&pJocz>~`!ZP_!t^cTDEK)qF!Nu15A7kp<*r*UfUqDRMfi}&r%@XWn zK{m0VG1bz2HBIkNW~Rc8ww-FiC89D)uI>FUm_03(HQPMciPk!$q!9}*i%^g=Pxtzg zy<23GA)Pkzb&r`2VpIIqsO1JoT)nK-aO5Bc{)mg4JT4jroCp@-xqs9~IeB@~ha;^6 zjABv`p>|u5vo?+uYDSiDG2QgYW_rZgSapM}u#Z zO{0krHph&9;c^+)7Ba&%yY+8DHOITWJh92sDJoV7Oo7yO5d1<+B@5&^JCV@8P!=R+ zWJorH;mb$^z6%fPmzqVv!BnI#6TnscS{bK&#B8u56xBNa{+0tgc%NS)c3xwqn8v{O z=9roO=I-)>fX~GVvqf*B-XMUv^g~3p=Cs9@uE&I2PYN0-UNv|S_||1N-;|w#Hpvg8 zJ(nW9o}$d_GB>4St0Qj&Vr-f@Uen~z8_nbpfZn15mM>COX`3|~=+q_BTK`&w+@m{i z&k|D9!w05+GGxDmGSmL*)}}&|7(CsK1Vqp4CDz`23%>~~CxGyvGSSfsWZ0r>5RTMA zpA0tt4OHouDeMcdEETfHV&w%UB>mg5KS|L!WhG7**GO*RfV-#%(gj_B>(`xA2&jx} zoUyZETzuRBG+Bvkz>FyYFIp*wfZ{-tJCYksivS!HTchz~N?-Dk{ZY3F;>EvpBVs_% zIusO>@s!P*_6S5VrY+GaF;c}r&myL0vlnNx%@U-S#LA&>WVyJz&S^WRkfX&lZbdVM zmeiY0R+C$E&~K0JFrO`O`N>T}gg)ALzw@a8#q`UQmzP(qQgHWq@j}UvV3vz(2o@~n z&I|cXH2K{nE?5(_hr;xPV#LyPJ#U{qn)WE5nI4u^**@E*ORXGB^m?N2Mv~`K6n22V zw^@zkGgHObbc8?u4UJU%CU5Dn1Mq|DUQ6K7oOMnit$Zk=Gi9^ON`mZx$8ExsLqc>I zY{~t{Id0W*Ub)10@GNR=mq1(aI`5_E{=YhY{R$%%XoEGjTB&q9W`fpPJ_yTG31Dr15%>WKCT+tWfg@BNpajyQ08(2`@8gXrRlsvB zkaSB>GCY`32G2v?hyhJ&0{r7o@=>=@CMXmN-#g$ist4Z3(gj_&2py#|#jKS>W07fb zn2G3oV?EXE5{uJi5~Y>IWT@k`g^Gy;Y9)3Y0IetLML~!pt(Hf>G~kFvhF!X4BM{D3 zje`Y%GyeZk7?^C=@1yA=B-mtr63Japv5C62wqx=*q1(Pg5Ij>YyF#O)q7>p@Faz#L zjx1DU_m`jx_3miH_eGGp63l;mVlKcF@_~BS5&rgRqjS!5FLCTSjMB1D+%`1~qC!rZ=M zjyBQpLEXaAHexEo!4p(S-nWtl#mFh7)SX}m=zi1?Z!Bt^&?z{9Y-YK)ywTg}? zBj=zZD&wVM=*$^k?9jOkgIc}u^!NFx&ReS{F^PT!vbMk*5xWrIE5oj<>A+)KDapD+ zt#d-JW){q{gBKm9vqv6%%nt90ftXVViHiu@QScBR4dXz5UA@97Grh@%{`^J?qjsod zOZ2^3Ua|kP@?8CC2K5)PGpl#+5w$a4O>d)5iW^hOzX8+Oo?**fH0RbRjfq->i-gOf zHH7i{QJ?lndt_mFyT)5ccEAbH?rx^3I0LaT?m^pj24>Ez6j{wB-H+l(1w^%AySE*c9IE9 zAQ*8`kgzF2ig2EJkZXL;|E}la<~pHtlJ^G~b;73R$4$9PBizJXfDMe6xZY6gDkK}P zJ#-+rp2zzecjAac`c*XS%jaX^n6G4s~u@AMW_O!fL&F#?03qc0Q9%iuczeb`%q|qW50C}>VqDD zH{uY=n?(BJF1$RtpGY!a-4{n=m9vrQCn9PF;GqGuWRJ-eQ82p#Fi(}ic5DumqWD2l|y6Sly7!x__#t&=ld8fCptG-LTE-l=BEjZWUGWeT_@xOa}4BEQyA zuth|1Q?~4Vyaaj&W-YnIe-FJSf8dQoeC>*;a!*oD+ zR9_v~db?QYgEnV%iA!y z4j|~)(!G#uZS3a$MwzBpZ`7LElfIGes(MW|>DSv{{1dVK*V(WCGcEMLKrsHVg$*A$ z-@m`AtC!6!vfZDpC!KV}DLEsh){Qv>I{#9CZELbT^LB`Ni{BfgR-TdaWWFV`vGjZP zF126|+)z%~Q_6brGq)By%a&C?mMA^fN_DnuR5UC47`-W`s}x84URm_V3Her>k=ND4RjyR( z9Z{J=1_A@O5pGitM2dj!~FZU|GzQswinCp(U|;a769TH@72%u6HOWgAS_5C9Sa34 z{-h9+fEk zgp5HOEK$rF@gnZEwYUr}*=^s!9JZGUrNZpQ1;;ic3v8UzBVsC*CGZ7tnbJqu*x4&% zHM0pLYn^SGKuBpH_Yj7ELes{;4DXtTUdA5T^l%j(BfcPAw5)gjQ!#j7)!0DutoGv4yPf6^{`cT9!>`z0tHPdf-UF?J z1^R0-gx8B*qlA^!Z2^!WLNRO~!&Q=0yjUs)4RpS-r3qrXDR&FLCn6qpGF|Wxg-BHo zK=@R+CtSrES*!C1GNq*I*Q`Nkm}tGN_i6|ZaoUT%@E&nTynxA+TSIID6}Q@c0D8XR z6W5C{WRo2qGf(F-Ej+{HJc4(E)~2YE2QqY>`1qiyL^|a7>JI^KbS_!$U+nPa7H(vV zy`kxd!SJ|-mxN^n@{$uyP1SwQ{F{Ik7$Roe8rY^h>ZIPK;M%OvuQ^~ZZ-Q}$_nzee zRM8Hxq(q<>FEQG>_$)O$Jd=5NeV+6FeU8?1<-~-D;~#YulvuCF8P1>V(9z@2b64ge z+VzsEbvyQdSG7$0ckU4|&IdFf0nqDO5@Lq#aP{TXGygyBy?I!Veb@H=Yd~aZFiVml zL*^oBRGi9Cku;E$LK#XTLK7-Ondb&$1Et}NqBKY$GNuqwh{_O>q4Ipb=XKrN{Y=}l zJ@30c+w=bO-rIR!=f%}<{Ep*$thKLw-`83T4Zapn%zE}}lC=O$lTHGd94dM?+}d~H zb=01w&lcx$WOtth)<*64Zrwk3;&dwZ(qAd%_Ff0bI(3_$&XrXlK~G1wL~VtLJ;) z(VocYEX3}j*P`4JIuU&eHCvQt-2izmoU`s)rwOlxN+j$TV$6-8*BW&h4_SU9`yX4C zAc6lcXxvRqKNKW}ke@KY%&E)7Tiaau=eNIyw3c{63#M=#f`Er<8b_d8@fi8y>f^q4 zr9ybYTcQo?ToidA&b0skH~()~ z`E2qi5e?|qod&!95E>u9*b>U@Nm}bD-g@b-S&HQ(N2DPv#kZ)sF4_O4+x;vWHZ$%v!IhsN>2)j~p zlc9#G^lpAAS%GneX)c!IE@C-!16Zubft1QE8h8^|v2e{C_bTkQjACx)ha*d(j$lc9 zO@xi_$FM7H~1kR^Y85J$u;_1l{>&+41foEvYI zu15wk$nu;pufcK3u!D17GhXR8}SrTE-`GA*t11k=(_PmJ5*olAe%A|#U|dh1uyPnYxjUMF!& zJ2NnGJze#pR);94SLYTB`y1bI0G()*-^a`)cm8_|oDkp<-58s<*WOz+wWp@04m4wK z(F4dly`Qi536Gn5Eq0jQuq|&swSN5M-slZRtD*Pz25y&>Yc2J-8vfz%BPaTBA#wXo zMHpPZ>fqEPHOw#Y_}Zt-p3vOKnVmQ8BJ8J-)B(^Facl0&%6ako|Dm!~f(hQkoe>QG zowS8$EBqKc2}W4cR^AlmuS^{-M-nXu9{&HpCf66!V&=P(JHG6TZXU>Fh}%|w^*s>% zr@2NDhOLC0w8xQ-;sURjn{m~1H%-Wk7LbaTvRkz6rQvD%CzRrA5(Mngqe52`Ryrb# zy|UAwoA~;@Zw@;28d`8YHoilsx;2;UlBPrQT+%5KDvnT)aoEhlD<>SX^HF+4^iI5t zbECO9r+GR9HGcbx_mBW2EJ7Vs^?b`V3CFU;!06xJ@h36@cm_;PYu7!wSoo7uQ^%T# z_*ZV&Y1)_8^b@}>)r?>Ia*6wAJ7K8()FmL|{I3?%FRe>Dtz9VOjOe)9dmVn%$F&B$ zzcxq+%kt&R`eiLgw-yxov*yv45#fXd`RDUbn-9^6Av|P4KNF*O&C=yJ1__H7$8X@X zoa)sG*a%xo1WsOpApNs;Ud~atYX6`}=_~mZk#jiBjCHC19C<(x;z9(CZv7TJu|E0Q zTCb4Y*z4buG)fISIxyd!uRcVk&=tN(;WtuQSK%eNJAI!!NsHU}PhQ|~WlmLa#5w=H zmwAcU@+Ht!lJ+MJ!=Gj=F~PDX#X#s=LUki%o+UU5LBKFmS;{~WRccweXYr*T{jv^L zta&)|XAOv&sbs?h@%I9KU;KArPN|4&6FrvakHz==dc)+zN$20*jgDrBwm%gb{4^jko|kh zl{fpCV*1>2fq|s;&4^Y9zeqZ?#{GvEloYSepS=a7rziC_<4JB;Hs7ffFtdx^XQQO6 zziI_h_%pA|=H1jx!mP==A3Y)V^U%~&>*k_}`r#zMxnSM%1Hz!jr4K$Au%h^4H@_4=Bli*pnu{iwWMlyyd9OqYJg!n#??L-xPCxbB>k%MKX~dOs&X2 zq6&LBYf|Fd@B~U=jX&Qk{_IDDb`=Wwh5Iqa!LSDtgqVEC#i_}|PtOIo;)&R+lYUC;E--=+_aPA)4ap zsJr_YT>qnxeC#K?siN>53IFb_*?yS|8>?%ddHtE)IO1~YDpL#`dktF~BDDJ?&-2f& zO*kib4PnJ)EQu4@zO_HDeRrXe=ls5sQ%u3Ud!S&T_rC5^`C}?C-2-8di4K=UAD=!l zbD;3v-pRQcId{{%xn%n}>_b6dDBaMCWqS?@emBIeP%M9z;V{?2Fe{)1FL=}{|KHEF z(-{kA0k`r+__8NrHu&P-diReR>_*G!t{r0F;;GDT2^T@O1<}Bm0x;wHa|I5nUFK?6 zA#`r6bEp)t=j(@6{*#1LQ^@cDFX26&wO5#&gfVIyjCK}vmiDJM!uAC-qEA3~*tANz zYZ2f45L@ukreCGeoebh&m5=>7cuwY1ZId$TNhAW4c!5mB)$<#siB5`~<}bq5EtZxE zhcdqI{=#%6q!fzEd&_YGP5jgRRS-F%=K%xH9WH3)h3w~tE%qcIi)%G{0x7P^pvPlU zHjVx&4p)j#a8ku<&D+UK`ujAGcjEig`^IA6M3KsPd&doGUc{8ae z&0mjIzUFh6V3j{MkdX|2;_VQUzv0iD7Gq(vW*i$o0uuP?fyxdqN8OInpCleOdl@2M z-!0q9Gd()#T*8VEGiyYArj!)rmWUE1c*|}dpP2UcCvJ^57ykUZ@Rj#%G3M*c`qbjF zi}JTL^H}GNy!`H@@M{Z$)n4I<`}r`sRphp}qD8_bLjNEwX0G!hb(6b2`|bHNFZuFQ z(C>bs45AQqUaVjPEmX6_aCe&W##G;8;dxsvT?er4y2HWLhzOPHT+*1B;-{MEE!>;LF} z$(wXeJm+EJdWCrs@FKcoc&8TNfVWRuG8g06-haZ00ivO>xQJGhuT&FmIK(nP=gaRK zNH5GZgcomQRX2W!V7!FC0UySq9{v;J=FQDrxrlHg(&SuW!LSkgjuM0+@}Iu~xFjVI zK7ank2)0lgf%RYin^3069SQDH3kmnkKnPBt*T=>Ow}8!a8hqyd$;tj59)9v^wWKxj z`OIg}zs=e(YPXS`_9HdZ(;ZBYK9E&iV7lE(*3{HkS6y$A-syOS4egBwJ-8AWU^Hz& zpizgRr!}q|YsofT{dVu5{<6bwv>dNqAM*UklOvlleLl9dFsyh+klH;O3`?%kei|-o z90OP`y&N8;@3;5JkzQm|CB^%sp?D%6iDv)}^n)_z&nhe|{KjUAWRJHxA1^d=*7qJe z)`w|Y3inTqUHFiG-=X^Y*^ldZ>%^F?y~S@HF%k?7QDvfz&Tch1v3E~BA<2Qc#1=tn zmIMGFg9|q2Za#Rh7rkT_))n-#DJ0JUtee_w_XdBo-&MsYUFe~hYjbo4pU zs6h&$T~~!B-=Pd8J_b`Z3&2l5wt8>fHA5J7ZV6JHroM-PZ$sX^ew}=mM0|)3iA+{| z+?xkBaL=@*B<%WhviiQQTidL7e)&LXD2n5hw{PEm<6$XV`E1Jfs`xrZ^AMB5n9U~U z8MINfirn;b=gy7{7`dQbqNe_fc|JD_3%B9AHDc?Y=(yjbCdcT6slyI1fY^FixAs9s zt22*dNc1VuXZ(wjY#{5Y!b0BxO~F&W`Rc{1R#|lJ+?m1ge{o#gTogZ6Znbdos>s<= zp3L;9QH$N&3UzllUjqqG?mKDiKp7dCu@fd}C@U*>=+x;9J*>&z$0w~5j}S&}uYIE1 z1&d?jckxHsN);5XR<0a*^Udns6IT!Pur2t+QqBHc5~I*{%MKkrJPjwPSl7s0^g)>! z8J6?sS1kPI;i)q3A#bNq+qP}j(2E;c#(c7O*^S_R7;kXTC0z~ggYc&=1doNj< zZqGK$&J1nYGh^_8K7INy>^+tom+Fm;bI-ngV&L*lz~c2^a{c_9$8d*XO`RHf)XGf$ zv*Z~lD)u>KI%UcpQ}q)Fs0vn%KTc(292O(-zyr#3%JF9#5?rT^@66sOX+V@BI z$>G2IV3Uf;%2LVQcj$v*l3PXmHqF=`mzo&dI@!Xa3pq-XAT#pNp+hdTzGZA^941E4 zsOb4B(5jUOS{cpKzKe_e=a#Bd2)JG({LH-`)z8hGZ+AUfY^gOXwF zMcw=hyLNSwH8vu{m()2rI=*`puRPhrWDGs}9BXw$!#_thD~B`UWbWM3?N)Q5DW6Qv z%uZRMC$Y4)-U2vu;>RA=TR)b5y7r9pA`SJSwa<9jGDZ||1*5gJ3do60OO~|Tv}x0j zt{t-ewEiA4Y*;=RNWwDN@1w_!GocASv0RyXWWGN>_kZ^EyycLWuU-X`&xLI{7ho8S zgY*?$IydgzX&JX!J^Xi>l8oA%U9US>=#JFZCZTt$uaqROeq)Y6qr{{r`tskb&bWNp z8A3l}^_vbf7zL1dUl9P?N=S4vv|o=W0=LbaAI@BlA3uNgA3S(lsWF$J`FX75VA!Jv z50q$RKaae_ZZY~X+cIe^96GxvN03Vnj*RSEX>h~Ke_W!C{I02AAEj!nY`LBhe z-Plrkx0G}+>29QblIe7l=+WN}*66RR+Z$kKZqUEpy*gxCQMLN62%c6I{cIDYhVY2)~)a}&!{L?2-^7xDxlNUuk zCL$CR6}dp7_2dO$Fyd#*!*=3KA(z-LKN=JyJ>-D-c+YM*cduV>!+puv+@iZ?(6l-+gnj=3vH?v?q9Z)|B+c632~g%NK?0*db41=oql1Z?&T;BmHeN zR}bPh-Q!+V_U)47CV8~YllwRMgps*!wU;!w@OYhN>wAg@u#jt@DeE>(;dlR%uGzJ#C<7;Z7aj+qZ5dG#ZKelr@h-86PO~ z(&|a$moGs)haHOs$Vp>W*hT800Zf{q^xSARY>i?m+^gE!4&L70-&@9yA1}U@dmqI9 zBWVd^HBZFGhA>|u(t}%c@8LreM@LnHpIe*Kqf{hn19taLfMlX}(lCGsBXV0FMt!&4nx96BQNC%Bi)Q zlJSKKb(7+)JM5YoynTCz*Kgmdj~LO3IqF7p=XT>l(6kD3I;|R{^Kn$n?0E5W>tAH| zfpf~obMdmSPCn+cQsR*|$w_J<98EImGz*I&UiEvIeLQ;h=`&!!fKx9%b<^0xG+c(+ z2T}w{a)Fdiix(pBOlbDt6?udJ*GQ?jHi`_4ZSx|?ae-ZM>QnId@6xr0PpHDmqj zD>9WO3?~j?#~IHtzr4IB93SuYleBic#58&6U`LJsjGCOVe2F)9OJwBpPe0dB{J8bB z&AF5fjqaMZ$&$5e*S@RB9Cz%V6#EeqE_}7Kww6`T2O^ANrVaM2Oyl7PXUv?*BDEk& z>XccPj7@TKbK3@Xl9I@8&}Hn^v@^4t;j(z0mn=aZJei!Vkb6q%ED7;^Vxrxq6NIw5 zx*ZfmX_8OmS5BeMx{oUCgi`3*bql$RBA_Qj2@h*~bSDyQ$J=p=A3@_$z}2g*<64q9 zmzirn^kz@uPDE*7yK;xE(oEXwsqNmis=C_8X0d~1RQYTtGK{xPoDI$ zPdvEbSYV(OV>n~1hk1Q{JCk`?jTe5z>wH`&R!aF|ERsmr1z=2hC$YYC-zPC)Lvw#$ zD=S5Y&50*U^itsRbhv@pl|!TMK7ZbqMxy1b-y@>kxO)#Ht0*VNd4`Cj8}mOS_mFF-|FLR?%fZaHxbO-)T7_1+z3F+*Nn z-mB^3g7Rn2t^r81qxbF&!u}jX^T~}HH;kN|)CBGGNMoOKwb1J^cWsQ`F{SSJ!PAn`bE70q zNF39qO*6vo?$!LmOXMLI9`#?oVuh51KyrA(Dpk&0Freuaji5^(p6$dr+1&K0*lUzJ z@c=jE2~1tKfM88cP1}%;0VNkFCE66**eWQ>8jEQ{_jCOHDYX=Udl~CKsWQ{YYX1D& zZ6h0Lcx}&?BTIXGHUP`NtE;<~pC44(uBz$xj~}_$t_80c#Q^6v!1M^pRk}-5NcX$V z&x{^D+Q`^gib>8A$<(P+KY#st4SsJ716sRw>y}qk)QYnsbdnpBicWFE~oZqyWOuSMA4=@#<;$?VfOefDe>bmC+V5)YH3p?t|w$y4(h+IeB;#+f0`#9Udo1&U3kAmb`bb5?=dRNQA)ju)i@(k*Ev4=V4gK&!lF%<4sB3h>GPx;Cj^rmNCl^4P|5%w5 z0qu}`<3^mZ>pgA;0gs|&GQW$^sJ3TXdBK4n>(9&%BY`<%nio%mrSIbO+icx_Wqd&G z7%PHm#q;M<60&+b%NDiy>U-4m^i(+PKOosegkW<`H>1YaKOw-&x8O0e(s1r{Fb zyJXd>2%IO)W;vQg*@r{L+p;=S1*@!!a-R0}!a`^KvOkzkylDCIoq#@NymVVnof;5O z+s)#|ix=Ycz#y=Vdv&d%;`oT`{zpOh1b-28L6Dwn))ZheesXJAN^5d*asVONp|Fz0 zV(;F+UxeSFr`A%1W4p;RMSz;mkX6!gQMrs8b@RDNBi_Q(v9YX$?1P*xyaRbjXQ&oL zayX|v@uTZ(Z_l58qOrI9>ZVC6E3fW?4#|7=tPi(?`_+?z7k|xGX2xe^X68M5v_EmL zLc8scA3x@r*ifu8iAjeV1C`p7ir2JFW|a25va-K`ImfcvO8)xmub#botB)C@$c+d# zRS%@XCYCl(cE1#e_wL;y$llS2SX)9u>MBe)GW;Zps+TWc<_^B})23hexoBGh*vpqy zRrzauLjm)XCreY>Ze>>$7!syRk>?GQIy53;i9<*~J>LMzEni>X zWP=E5pKss3i9<`ljL)eJwcb+V4nrS#pdDj2xITsnT4VFK_n(!`itUP8ZX(`#y~=MB zSL$B>{7Mh}H$m3Ju9LE*Bxrj1)S8QyEeqqrI};VB&6-uncr3BUR8lHq%$4vjeHoeH zwmxgGw;iCSCh5IvoAy8&y#y@6nX4gjGFINTYnKu&_ zem|_WOo?9JP|BF(PpdsW#hKZ;bEgPMAlFxnix4Q4zj0r1EJHux?RT?qzh0rkM=+F5 zoKdkq^4*g(4LU;eZoP)!9mBlA`B&CZ6Op4qnw=&CMIZ;WGE0_x1%mlbC`-ZFApns9or36h{yFD*%&i z{=fs;1ex;^9WAGx+ z=%V($$B(;Tym(OrGVE+mw$FmK(QydzdqC{v!%sdjpSh>Ji`n$)!BJ7F4lD9B zl68_6@k{m`J-Qu2Ah)7I1;imOskpMP3#(Q0;H~bF>~Q&aCE*t0SNcrfcgo#%?b^x2 zMJaS?-##!b?B<-J-p)VQtXmh7k}~F)O4HY`!HJ0@fB|h^-rv5`SizG4lhh9R03Wj3 zVS`P&U?MDlVGy+)8DyA8p|$78kuc(|32{SX;C55>JgUZIroRr<&=_D~pvoL(-LgTm z92-&!r&o%*m5P+N^Nq6eunCNYLEexPHgPB(Ad2*rJ1LW(#E+=dW5 z3F2Tf^0?<$HyztF-oPM=TqpLdm|90FeMi1jA2)6s-G9eRe)c&De^CG7!!kPF>eJW} zIPl1fsocGjVunkd4U{5GmMY%jrt5Djll^w zd)BPZigRNhlrGiMTQH*O!kPO^rzP4<$XKaRoDVl*N{oW&fkDsTK1%EO%{oA#;I~>=6YLGlb(fdu*)tzl+b${HU^hb{b`Nhj`cCK`<`5ARc z6jsljqHa=GX9L<9!g$)6$J(EMi%-emUC6_M2h8IMtSoF_ANiX}D1)J>gv-45#sw-( zSqjCCJi2KLvi8YNQi}TKl`rmn8T?pT+t81r#jg@+hOxC0ED*aW63ybR_wuxv)i>dX z?x)Hei(kKfiK(Fnw>i#mUFG31ox>iRpFde$U64K;VK&i7D=L!dVT*8&@QcJvoU{r` zkrjPWA75k_I}RT@^aL|p-C1f}qWvPrKbn+k0=?)`Q<3dAf!k$|fRSCc5LOetOx&E* zl#~}_VDn*>L=lgulg58M(@ ztMFGZQ&XDOTv}AaOeZs`TQpsNziN9yaA@#A|7_0wxzcf7R>cq5?nU}rr=B`dRaMot z-$F;nStv4puX#V4i`@L2$@x~b_Jpf(3!fU!axHE-A6z0J+f>=h&)t6A#5I?FKi`&QB? zvlp9xuMp=1Vc^}y2}Lc(n)l>*G^9Zoh&msAO;dAmaS^j(%e6~=EI{>Qy8_RX-DYgWNHK1@<2B#s zNS1d^XR!wX2yIGQtk34X5Y*{93BRX6QT2f=syn{$Txn`U5#e7%LaNX5O`a;1 zlW$~e@nS?>KK*x0jD+u-Y-7`%W>vX)^X45sdbA2Ax_}V;WPPoRlaqvE6^cMA&hggp z)Z}C%coYZoQ6twMD1IZ?x${&zyIz1SNq}odK2yoK5y9OKeeqkrzQ4Bif$J$=AVkQ9 zWJa%ZTl1ej?afT{BJgoi+TRP+_XLEh9V%u~K<(|t>O6hODd}ekH@yD*&0_TBl~?<6 zP$lk5p08IaEzkdc`op9kwV3ngI|5=EHJ*#4bB`gPf|G-dY}_1?QSpMLg%p^_RHbdu zK$Cg#M`%^;-Q?x4`$j>5ER6JDL}B8JJb4tdvUYiw&E2DDB09vd8SuoYKqqd738;fF4qrtlp#gxh!dW8@n4Cl;P^InOCCH>{3yWF^~ z|Ia2CnsKB6ZZe;yP~&pE~Kmh0HD0LtV^ip9B0RL1N<5g4FW*UHm#G|$3z z!*9l3>P(tc4Wcbz^q1GKZ_Bb6awM)%Q1BP6VstZucz;V;SkZ);wj=8heFiU7obybk zG-b>PO5OP?n>MxRx~wxFs3c}suyRAxcN9~#*$cyeYv^5Y2s<--DA8;*Zw;kq_wJIo zl{EzYyHzG(lsnAYmXEjIj@&Z&)css2Omr=XsU=Tt_L-d31@;wIKV?P%hy|9S9cuj! zs5()eQ|s7XTG_XFt>)k)HTA>Cj-7(V9X(+}JH?b=m)vst>*(|p-18rq7tt>zsxmwL zO7uOdPn5bpiK%UH;gYx?!0|Dhh@EvjC>-ok%P?Ky#01_r1+)m5H7 z)LvlR^A4B7U8NGtG%K|=5>+qs03@+0(p$Do8*QDaE=4Vo?wv<+0z6@fzQ>r&xa_=Q zMJK`n#hQ!+P}82MLqh8f;0|TF_)tF#+be!kdY!7ODlD_0 z86?T=KXWkoNois4x9zWE6gKw2keM68-lXAm7&2stld`RN{(mo31c){;^m>4%W=Cej zGi+Vs#m28Q8E&{W(wlxa0dpJT+&4UsF={YAet70>h;@>1`ryZ^HLqUf{W4Q&(o?Jp z0oJ_&q)uVhYe`+>0gHI+Tfda679UiTtM|v)*9GdB*4TD}5~2Wn1*?HKItDHM#?70{ zJXMDAzuP)E41kXXdPx%MMw^(J05bben&eQkfl6o5iWR#6gGPxq*N6hh7SqhloqZmp zeG_knRxu&D`Q~MMSbrVcNY*I zfHHYEzVeyxw1G&5|y5wmp-Uqv~Dz7((|I@dnM zS*R`25W$gU-8!^6J$qU9@R3s*ebfj9IB!Ck_OCn7!?U8&c)r(yLr1$T=EG8vhrsc7 zV5%h{u#H&h6J{z69HuTg$rW=9b8!ZJ<_-y77^rFD?5r+%iTRLISHQTG`|Kn;Xy=Wa zK|BI#zjE0%e3>BrYDYHcvS{oxAz_KVo$$N>2vbXYRAsWGfEJ6Js?AcRM@&zhI+cRH zpklDGC;7#cIx88w^^8c}xiwin`V!e(Rf$2^j~A>#Xdr4)ie=?B<$L`(jXogW82$42 z%zT8oU5P_BW*J(|oA?uMWi$)ONNJdDyW0ZS*~wRKdLiS1E&|xtBOO_o*o_3w9kE3Q z7o%W0nJ-mWtw!_%a7E4)@7=WN(@j>d9vkpiOBl6<;2VJqgB;l2W3*v|E)cO#vtO8x zXd>Tz@ZdIx`Jm8p{p~KJQw*&tTl5k?QSol0A2M~p2$go9+iQND*sw%PmA6u7^=mnJ zS-YB+f@*b7@6C{D5@ZoeiN%66cyD>MCa|(#jfG-{ z2Rsj`D!v2mPFljz0O^$6I$)o;4Pw@M*c3bpd-m^V!Vvosq`UMpSbXG9!S@NHM=Q9e zAKj|3R1WCD+fjuQT_1J547JzRBex6^i*W-TF-&Zk9slTOi@Q?0=)2}wJyI$Qyhd&B z;Wa$vM^sLZA-K*qx?Nn!upx5N*r__cv?{#Ierch)liBObacREf2cMti{?25~m`9-* zb5oL1wvysKq! z&p0NEg1YV~V+NlF+d=vw+eC!ccB$8F+v_;A>d*t`zW{-2lKg=w6hVwt2qQ0>5J%Ku z_*r(ixM*3r{Zp#a5sq258r~s49PgYDRB2kJ;dW<0LdnTSIt2GdML8x`^XttNWRD_o zvuZdPs5E_c{C+qu-T*62+i{9k1RM+wFb=1w=_%a@QK4Xcqtv@KwjR|j9K+K)y6QC! zm|wrO06@-txQFt3C+Wj7GUqb9Q^GNz z{V#aYLwPqW)czSWW`xG+F3sGtN6~DclE7ts^*30@X5mEM25Tew+%(74zynR;mjb5p zl_m>T;do>uzSXeM&|TAs{gW|Ztbq|#PcR%FV;jxF^{u=-VqHyrHpB^Sn}c~0pn}u* z7Y-Wycqs#nI)#DZ;E%x2A>+p%WPYXfIaNh}fk&hMYE~TH6!9~y+7k4AjevlRo6A%o zF~jL4Kx8Yq4ZJnR`|S)73GdxgV6nZ9_uGzIy*mNi%av!KCHVUJRii9vx^0akPwEC* z#Ye?<)xIjS@b*gmS=3#meijm&m>dLxMVkdOlX{8|h zJ=*-tWKzDUW<)y2<97{rkI%&st1EU?nR(gB8ar7icIwzs2&|w8Y=RxAo&urn5Et$$ zbrn?#MRO2Th_F-8+4_n@cAckVcRrL78EqRY1;jAn&v@7YXQ-LcW5?!m@lp~5c~QHt z+P-9b@2!)ia92c@T3ehV`vwF^7B5*cVAQCHY*n~xeo%ict*%%$uK~|L)0?>n%PHnFws3Fxy^a7o!XiKlhzmU--P>C$s!p%uJ- zesPtQ4!`uFzFq)XN$Dn;29>JXWhi8l(q|#ux0`ka8GdeVZdegAkmM7u7VRV32=mEO zmJ5~C0lO0tYQvsMe%6|QbZuDm!d&z57;-E!#FCn%goGe&vOsFIK+6%o5073XEer|J z%1)%h(c0RsHSIffx=!uvUOJ#^o!*ORoz2ZU!e<~fpMh45yF%~>s{M`~74UnVa-ZC>|R($+oKt@{gKt*^!bza*<&JI85XI|%OMnRUI*Zq36*5pr$U1Bei3UqL}G2>J7L)aSvIqqA`K^oy}c|KB;jy_mjK77n?iR7lJ!};l(MSQK+qT>Q8PM4u~)A!p+Z7ewEO2x88ASGPvTZ1Pu&lPx(D<{ zAWXi9+-0M&CD7L5@ZrO`#l`Ye@sb4P;cMz1cj9d_S-xCT-gbs*InN8W%Fgbf`I+SO z^eNQwU^#@Io3)YniQ9D8da`7!y?20Z+9nu|&_#kI#aQ^1BKX`^++8yE;<*$Jst7T~G&BAKN2L+P# z(CsQJDg-+cG@$JKX?D$R6^=5&5rG&Ki9R@6Si+=2wd7JJR?(cFpP6do^oV!!R6@db zZJoxM3Z=JAdve6Yu$=YBPnn9t27B&Qn`d5sc5ydc8}H+sw%#IN?SNK!_z&sPFPKw)+Z zPf?3u{Yog%EyApT;B|iFhNr)*-Cg`wzR2oDJO5U2 zGuE%qFd!mfL7^n4qy$br;pEe!sO7n@#lhcmnjh{eV#a~Q+AtfgI3ayg5=?I8rl!8) zRsXyOev>!oB?s<&o>W4g-Y8^T$Myv?UTvVs*M3*QJ_SV_K(+dB8v-|ODyU`}Zpp_$ z!=Eo5O}nV-8ChF*#T2rG;xrcp61Kbm)E2?XbHYjU4qGsQ1r^1sv39PAJuhCU;b9p!(1~sO={|ddr4f>v|*!0{Y7r(92bTkDt;q`*x~(wM6cew z*$UpGgsffse2uqvuzg}7)mPmN{e?Zqx_GvJgncSg$r`_A&>4=*)z)7g_`u+*^K)|p z$~sl#?43VyiJcak9YgR1NJ(gW--@n!5=#09?aU3h$X!TL;?%PMaTkE%6$L&1!{vJq zhrX<@?+5{cBjzOZGN!2X2Dlu{cxz!D;z`3AVAkNPZr2VXA@CwpVQVc!L`^{w!s{j8 zi+_vT#k)I-$M9VF(}#v`WfZzRq_!g$Ufs!KeTCUYkO|ljg^O5#*hAhQ&zzkdzdJfQ zf~kowDOEvD*C>qdW1GHs;BaWNQ=atWsO=76P^q1#PoHjUZ?6t1MiuCrbWv%?&F)dA z3bG1{q)D5a-#JTM&;B?=v$3 z;YbeA)ZCJpIg!^#5F>be#0!mo2h*+Q_?W|upd>j5%#qcHs>JO zj|JpxXiO-{E`Rdm1l}Qw<6Ab*e*XD%Pi;xT0S!XK!i??hdz0u#!}ncWea`L3Mm>*{({6WE z>CvMdeFZwYx+j^fYMbuf4Ga|^@-H)A@^Bd3Lsidt*W+zQ%|g&DEW+qT`Lcj}XN)v> z7(>Iu3x%v9%o+G{1sTD+=Ea!5?{;3pz3zlqX--$6ETN_j zM_$8k6Qrg#V#F?=o?&u)a5;JTYpkGZ;Eg(k8$!TLn7wJVSECPwO?`Wm+-|~` zDN+YK$2%l$6g$tl$0Lv#E`FG$`3G%Pn0fJc*i95x1I`*%jzi}QrS6zN@x6x-w_*r~ z{5(-cj6s8DNKPM2lz~^T8tgcx%?`T9?b8XVIqZU&buu_u=2&vO+R9&ZV53lHI8+TQ zuBtS(3q7aFhw+gfGku_vphw4zQzj>1G%4g=Xkg&VB9fcP{}58P$9tz_VbM|*&y$l5 zBoy@hmaSX!AoS5JFlY_|4&S_5iP=_YmFPBvZ)@pp0M>| ze}KM(LrQBuGTiS;Lt??k;bWSVek+gdwR%)Mu@aSZ5YjG2BheXm>+aoHETwY*e!_mh z2}Et&13-vli&}jeoQ)c4GzhUi9q>&lP3P+Tx+|hOCv?N^Of`*oV0vM}m4mP+_-E+O z8D_7cq0xJsTgU11hMzrg=jP25Lb>H;AsVrfFcvP6E}dAQ>Fh;|Ud{QG31A|DVsc2H zi35Ybe?XU}DMXnX6xmoUt$|!F@)ZWx^vZ_f)fGAO1a*OAZE0zl*i?{e&s6|Tx~iz$ zej(q!{RwO+?@q6Nk-SKT8k`Avi!Ox4pCPlw6V<=bO`)znJKoyVRBO#UOJSy@ODg%U zCZ>$6>}<0Wmb*>W`vb^yJzoZtq?aC=Y>yJU!Fd0XBW5WnDPpWt@3D*JSQsnRVLF4@ zNYVIbno3b=9T-!{vaqu1Cu=X8XjW4WbX8Ik3x)sHQo}*&kGX;#A+f2JJGG$y;~rE< zCqVZ50R3DoZjLn=PKV)M0LDM$t?j*Wh29&zqLxNd=dPY(MBfa^`d!vKzKq9F+684) z11%qDg7SOg#x!_Jaj~YQt~O_8?*U%$L&7m|g}t+iUQ8z*9F$;S6jQ#pQt~Wzaxx;Y zxK{S<(`WjoU*GyWI5=PeS&Z$1V{t)yb9{t-;^T=UnO_}isHmVIT8|blT4ant*6(}2 zh-ydAjq?4Qu9S8Q$;aw<{X~ZUAA_qc-yM9{uU|ys)LHXRfyCKK(rLSil%9Rk!f~D3 zd|o;|x@SlgX;6~jQc7Z~f^u12d?F+3F+y+j=3hf+9oGru9U%9sQQ_m;6SjRn_2HXW zEht_$NU1%Fz~A;Gh-0s6YC<5Cor&*)K>&NE(8yMB{W|>{M_v2B)=4@_)+Y?t-F`i^ zFi?CA`!52JxI}oA1VEE9cFd+`=qWN5A>Zzx#Y?N__u$`ol4=?n?Q&0DF2HoeLt5nZ zDO3)@+-Sy(j?`YFm?E{FMD)=u8*K3NyvLENJ&Te~o|LBfXj^>zvcyC~Q7(v<7&7$d z+*snm6AaAv?<@Xp`t%oCJVgfSb2nyY%>82Br2uOvHlRGLGy?adMW?PX2~ta*+Z{N6 z9lBGoPoEu>9;eToIl&8TIizb(9Z$7qm**>&rfA#hjaoQ}zLF7F4;)@K=&hsUzn)B~ zZ>YofT6aCc6SR@<{*s5@$z2a%EB|tST7z7N4hd-uz7SVZ5(qpY%VSxVyjwf?&FYE5 z@v2w5aeLYPuNfL`&h&sUqft}2D59SboUx{^|85xW0ZY>1%W(I@U8B& z@#~!lf<3@hT35jLU6f^!uQIL{+w2Y6n5ARL|3_wQ6OJ*m1=1E$F=5qk_+5Ai6KZ+| zB_(O22`)?TEZ4U%e`L9^*90xCEl{%ttv_7o0!mq~zp)P4F;lqytE+=aEB)2gh1q-? z=6Z&C?>=^H2eTuje61aWgM-H~QCqy?Z8rI5ZG1*YO-V_3i$i^n(3V|A5jAg)RJYoV zDz>EDUoSS$ia!kAO%4f617E{%8U2Bm_eyTLZj1FqK70oDaHu7kPN> zpe~pAc3qecYNzP(ah!K&mYYf1AN_E{PH!@DqI6D-kdx-Qd?t6iLYWuVJeE;JoG=NI z_T7J`7)Fo|3DFj#Y`ehyv6ObdrCusc%?-4|2#+PbYy{7_8q4;Aj8NX3mM)c(_%e~w zll|{Aj%u|>4PZsrU;w6&_3T((u0>x^vgfPG*ir>2iF8QzW$Jam^22`}j~lD4J%!S@ zE^GYBC3gom>&VOR&~WSdI^$3;OwO&lYtkFyCaP^#@psSj`g0!sU5!UW4)Mj_Vrw@7 z0R@Ey*|fbxV1GCemT_p3riDNp@NrliHl%A*K4?InzkG2%H@T&`xwhiFjNZ}3{#hem z%FGS-8w1Berc+Q9#{or62Cj)$1fq0PqKni^QG|Bvc>YqC+&W3PpVuRxix5DOkd(r< ztQfSC=#`jQKr(gVU(T65E-A&HJ)3{?W|(UySz+6JyuQ;n+ZZ3keu#hzLr_-zZ+v~~ ztGB{#WRcgOJX3vO|#md`<-F`jkRd6o#E z7y8gba_e9Ie1X&?$kb)M6eeO@73O5TBIg#?>V{Wm^q9WDA&lIy3vTJptHgo`LluAf z<@3XChDNS*NQ?QHv_7TKScAqu9l|gL4l{oi_J~y0HQstvf*!Sf$IZj5usz z?Nw2XvAivaQZSY<=D`}XY;mf$r5QJfRt~>iWj$1ys;V8rCVqTVppl$mxMhMWKi|=G z3tUod)?l|k=i=gw)~+2d+RzYfa3;LZ!aY$uGv4|nSbw?mZ?ne9cPwT3rYoNl3sjoE zyi&HU=vUaMOL+C>E?%x~cW%d2scDTE(MkALg-MuvsIhV)9o26zAA~?Sw>&(Q=T%`C z_tvJ0`)ZtMg9p2G!!%WxH$rO+_(Inq?5F#TaKDDndn8RE4gcH%$Ewo@%EP+W$s&Jm zWO6&m?;0ZsX^Q%6;W)U+OQp!`?vbMoVSyS&S5?4G@BzemdAJh^*sUl#PPS^CTtz=? zOUnSrq`Yg_WN6p2sHpPBsD}jkzTm`5o$%^^{_(TnRi@tFGGp*HYP;6=#jkWeuFAcn zu-d<8gh`(GRs2&?8AgK0IMih!eTe`1tAGAezs$Fz=D&Z^KR@qdW+B#s|LSitYI^gA w|JQ#Lp8kE?{N@U4BG{qDWbx4-|+`nh>|SZm!e=QXcujB$;5?>lE@Pp(=?zmh_stdcx+OpZcX z98aMvR9U_hf3axaPLKatY%rD&30c>lvomkU{6v_}o*M8Q7`ZBPb)#`y_LxDO zB~xgBjatLSt?taY5WMmvpEGLC|4O;cxmacX*ULu#|8M`d#~@Gli+)mlnz>7D|5Vx0 zH3cR%vEoZtF^Q;75T)NCL|>6_btAA`}SoWy%NK+SBLRm!WONcwR7Bcw>k{G zUABpVLBsXw0*dRq?;0)^izt*ah9?EBj~s=6=A=uWK3%mZ;A)_cmV;zdQYDD{uj%Fg)Yu`O(mzg-|Dav_D{c8w0{QQ%q4XM>QU2n-m%R})4*4+x$on?nN zaVR{xb?a84H+NKDV`fige@@YFF`?dTo0yn*lIo((b7zzSoJOC&5H#o6zJ0r5jGCek zkEUm4W@de|;RVZ*r<}^IU0v+>9?iFTve5~&!a#33Jg zKPxLsAwrJTy6>B6kvDfzkK?be`?AM>-iuUD*r%_}lN+?qC$LJG*GvY6S@iR}m4BjceDwDl0oXGuaa-G%9}O=S}MXZgX>UezR{X z_cn7Ej)|#1fByW1kY(t?MT-<871%d%DxJnPRFjeD?7WmYi(ye#QF#`r5V7;jnKO;H z%}z$Ou`k<;eGMwjt0NV=n{#t90j#*)iShAp$tSyC@Ea@T7^s;x=V)d-j8x2wHS?}n zvj)eOJbG(&^_>lSEPk2OO+6H!J*Yi~Ah2B{y?g;hBG%K>vno=NQ*`|MjmZx2xrmnh zhsIqMA>9=r_r#`t@r`s<=GTvP1h~|EO}KzKj5ce`h`3nbDSUN2z9w2VC@yDG%D6UG zF--R5ufE3(Vkas?Whya$BOf-L>HKkPyONsPi@TdRLvi6fQ~kNMn1HsHmR*wd8P-wz z`S@5R%gf8jy^ILsm;KLAJB9 zbxW2li^5TbF@sumKbBY{9`b*GE`D|RM)Jji_57F0BwoLMJvca6(VsgP8>60P^xl1y zKuZ=@z(`*snPW1LlOsK0RaFYTbx9}X!(^+=ULTEd%D+#yYs;1`DJFGt3l=Ppl9raY zvPyPevpp8q$gP&lc4owB`gcD4{)@K}lfxLz@be$P6-4w2#7TdV*Nx{Wr^X8^d(|0#lkRx2ZdiB1j#2!JO3j|^j&hHRiuyh9e$6(7Z*r=Eo*rF@)YJV&RpGjp9^b#~yf+bO zNPfzpSQxI75O}4na8stEzo=u)WWREp7JsC2oSB`yJ)N(hd1{yK^!SxsJ9gx;DaZOf ze*9S1_N8w~SlBiuCZ-d(RZ9`34I3^zJH30?&Ykb-ZDuB|gJfR{yVscrkP!8qmGWXR{rlMUs4d(^*;PXq{Aei|4V z;m3mg^{HSlZOd4*OWMQ)CdkGqRy)`1rn@`+?k5FbbDT1Z_eoFvcz-L#blGYK>M&xx z(dR$hp4PRUkSlU9fm*ut`oNHGa*;X&d#3Sf;5?+a%4FWLR&{i*zcD7hU6tn zmZ%z3T>brVOO1`Twl*1^K6*qzcU@B0Xn%9uh5QF?6HQ0mY0n{&dh5CQu9|7YZf0bR z*)8*;Ga}5tBH=>5)xh_|k`)+AFHg_&f>RuOc0Z9cGcyz7;T|3vOPifSv|DwSG0)`A zjm=f1nyULcw-r9EEaJ_L#+qt>hQ_ZG5B=g24$5i zTL|O}TXnudMlr-BXIOQ4Hl}-*?qFx{N~LC~?eiImWXNcheVL<(C~l26XB|g>C9IH0 zHEWE-Vc5jPvdVO@6 zWQAb!)ga7Wx3785V;1A7m|;|?B>iGJB+aU@Guz36KYnjB$GO0pGP&d9c9L~dH{EXC zYS7GI@88>y)}LCmywp!v~JF)@iwHE%YvogVJ0EG#UnxVC87#;sc~S$1ph+s(9D!RD8?O@TKFlW!f z6v=eGFXsNb7j+HK$jGF01vD5uS9dh?=FyC_ZL&W}D*5iy&vr--4i78DX=M*1(M6in zB?^qKS-$*DFTcFJd^J`u>z+MP_CxLT2QEF5ddk77tgMV;aOu;1I{V2!6)|6oWqbXe zw9p;r0_*d|imQMwhmGVf9XAy#?lXDoh$U3UF92iZKsNqy1{u#oVuw0PJ0=*4X1D|1 z7IT@`Ck+pcj6C(4qK*gf20sv-%(K0R^B*u)qJpLXZ*Xg6sT33x)Mwcz1^;RblN)WI z@2QP*DKd6O<*cDI735X*c=)jPJ{{kng8H5HtQYq`_wx4EZ~QJE#}#n+`F_1YYbFZi z&7rT0NU#7?Xp(BE>4*qpiNJ8wq-wj&D2{YjC(*=_6xjGM;?=h|Ye=-HrI~Tt+S>Lc z;Hr&LZZob@YUp zTU3$u?AbGhhwAm*Gl;5PfHpIzA41OFwu5yF;b#wHDOJ0#+NO~0V2u%EXJtKJ5zsPR zt*qTRDx5nz8O0I-NNSTmxZ!FlDyO^dbV%u^#A6A_G!tT5D3pz23%MwiM^UJ@GJXfk zLrpPqlf#u~Ncv?Gbx>)DQi_SxcAoesyy#S+7X20`rdXVDQ)fjqfI<{dhFZ2m3g*jr zgPf{2jjX>&U3-Um!Iv*pH8JYF^$5mD+&e;9bT>>k;AU<$udpepin=6&5kyLTiguRWxh=d}UcSD*{HJJFt$G?47uR0$GKyP0 z_3KN^3zrP)@@Cr4nvpCw)tfe?(R`0LhfPpW(1Ss!B4bOP2UpUdh3BJ3udqxau#D|< zwj%%>RgTMVP0^zBW8ze6{BdV0Dc(jB-?fOSj%^`Ad~2Hs+FI2ENF z=gs0vi2_6+T*7&(S1>&zgX7@AgZaka-tM~B`G7$v5L4fYJYR`)Y+~6o zJ2PcHJ8kbPv6(_SxJ6&*M=B|@xJ4sO2cTu;?RC4Vkk3U-Woanmj<}~6KU-Q96E8~6 z0P>dupH~G-Zivy&)xxq(?K*Vv^V;G7acu$`0*~L@xM@>J;Zsfm-<5TAbo>o;o}UgC z8A-XR#46==_Q`G;3z5wmHwORwc&~YsNlZ-4q2r~kLePm-AM^8#+rKyhBr14!U+mZg}jmnL;S(j>} zp9A$*rI~Bvcs<}j)u2LQ&NGwj%*=;@*i*W+Q%zLC8fD0+Hf1|*qN9tz8H!&XQbsL( zGTfo1nkJWGq|xXi5_&HV*_y@j#am4I6Bu#Gwof6~d1m zJS8hjNY4R`0Kxwcc)~vSln31+RR}dp&0udMcUu0sN@ZRgC@2pBTUXza$8nuUGb4D#hTVj2aVSQ55dzJl z@$5qL{rj|JHaWC&vIxcqJWgX;pUhrstetLgd}eB_7Q^S=;z^6F>_Qep-nB*iru7Fj zQ5Vnll_Tr`xO&{SXq6Fo3L!%dIY8>nnc8U8q-fu`W@*~@Wxe zf?$NyNgwd$L08fEyRW`{IUN!jN>E9Cx@Fi40n^AOG@CC07Yoef%*{HcTq-}(pEDJU z3u9$>JW;b~jmWD+y`uUo*=fL$?uN8Dl!`#!objD!%sC*b;KjB)c;{;x(hlhFW{h_*dbm%j2jA$kY6|{+;7j=p*2( z+zu zSCB7DFcFM`cPy>w*cLBV8H?vsj{OV<7TZ`^S?Mqx7p|5P8T_mHV0TT-luysLedllP z+_h_NaN_uqmPZ~}#y4De{I5She>ymQCt?04oA79FLl_dC`kdI^z+1SgcH9zTFmrTx z*sAAu?z{D_)iLVIh$5GCF>&$SL&CY?It+>XR=b?%`VT+rw%!uow|V~O@rP~wL2M3R zJ*JqHu+)3@zuoro;FTku3OQFNGBwwe`=Yoq>gzPVrx!Gf{`yr#^UdYM5Hr$H8*?;0 ztAOhdWy~VawgPE9dbHN<=FM;ADb%mMQB_dz3JeTHk?-!5JNxO@`XRE}3+%AUS> zVWhe9jeapbqmach&jTi3_fAYsBINbE8#B`Yf`d@Vqo8l7y}A6F6bu~yP~ug|o#T_@ z_m2vE`f=v|@qhivysc$m&!?T#p9{yQ_R_iQ9?V$2F$?RZ8^Pnr@}z)8azE`+P))oL zE}p@^=#(KERwD5~_4Et`YBQ<`mPDCt(asses@sU7@bZvtBJ)mi8?VZKkCg>J#Puu4 z$;tUo+S}P(D)eH1v0qP$S$Q#apayE!>bx#%)!Q(3W7(Q+EJfS&{ggK;I6f(T4|t$z zP}1J+?i*X}y*4nf&APk&?Tuv!_Lxi+I!bFJYVncVODL29!ME$*kuzQ1TJ$9fa}))J zxjJ?!B@y-g3{sMT4I7U1{n+yO@0XEOSec=j;FZ4rPzLoEyr+cZdE|+Y%r~rf3S~U% z>xY@9!>(>eHqg-(R7jA&NxV)t{Vd+(=Yzm|tT)LYpu7B&n$E?1Q(hVc4w#Bj^F%Ck z7lpuMD^B{H3;yuwQzVMQi@mzn!E(NLS`4y?h-hrsBdY+2ef`D_M$OgaU>k)Nt6Wwy zG&G#-e>ca$-)Jw`GBh+?`KXN9mf`&K;l9LW*ONRWWKRw zRiGu~FjqlK#7~8#_lnJ>0JSs@C#^ zyYAQNA$=_^EnIm`BNuzAMO0mLv-a%ltZh1Jr% zArn#ok_RU^pJ`K8UHezWUR8>*@>3p7HITH(b3yJW9x}xwCnq!XTSBp0wN2nO7LXU@ z?dh4B>MVQ9?BAcZ3Czq3^8qdVC>tzEbtW-RhyUVgQ3;lkD*KVE~_xVgJ`*J`_@^gyion-1 zr3vl6qQhlJSJKctVS(`dHMD(OKoJx&k90i~*#NN^h*pg*b2Ed#f1d+vOVKOZELj&& zmpeCOPDEUCU)s4jklG&`ivqP6HRoiLF+ujjGVdxDY*v7vXB!qSAbd$7|jvc$XbLUPnx6hVyuZg$z)j;XIoTe^lR8bYQKzUVMmum|K}S5HFLFDGv> zDFErB+FE5oCDScCh)!$WT_vfWW>!5^DjtV!#8I#c$X}sI%EKUs#?ZiwnzGW1Q{KIM zmkf>#x#=8`uy;T}0B|xc{^0SGCykNoYWk_gdL!#%71t+wX^*a3w@!#hehBg}XI$3# znRIYds)&x$f)rhG=!r>7zWn2e6Rxnk?DY-c4ujrp8#V-C$N=)BK-_)6-GwdQoVH$;Q_!@7DZ?AJU>8tl)zpL zVT#@F^S+|h(7i&@k2tYtDQy`c2V1TZm`L;u6yz9F{E$aAB5F6Fa`Rvl)a(7U@9A|` zF&x}`hF_g!_in=I2wF{vf#64Coy-BGH_&m_8_5e6Ee+Sqv>_OOc%mafy;L<`=NdXG zufqHtqyn5LBOs+l=W{J+16zpGeed2DB}SI=_#vGY%-@e8%nn@nc`Q@AKWpfLX7gB+ z;~A{Yszd!*L14Q*+H;dWq{nkce5NY2832z}a{JYRYch7MdbjxS!DJx=ATrW=@VEQ9 zB6C2>v(Sgv(b~<8|L(6!0Cv81;atC3S7tzMU7G99PGcKfs3h zg=%?DO6snZH&+CSa8J^(IOO8kEGnK)r=M*O(2m(M=JFfHEKwWDNgY7-lPPP z#1p!&T;9`qbSAt(-t;T=1$?cWoyNM5sUzh=?luZRP!{-64`z*f2;Z+)sA5pq_@%K? zb857gv#g#JwLDc)Z0~Q~cf{G*xhCz%tM5=P%X*tu2-CY#TrY?f% zHw}J;kPt1dem#}Xpyble4|md=dXyX=ldCv>ZXO$1OlMN=ZYCAu^XF4bmM#^}xWChM zu(jas!-vXHm#|31yL!`_YX}#s%wO;6C+aA0rZ#!87${qjC8MA_w;)IO+-(*AAFTyX zgqTRfO(r++)1U@$U_CO|jVN+9zgv3mKFlMN)=rDFx1oWJ`$CEJMM;W7a_bBWaF#=a z5!nsmL3OA$=>maS&rA=M+Gm*IzgQ);okkS>Cw;h7oVRe+9iV9A z`t>_Wh^QtW(<}5U2TpJ6?v6y_uD{8Ey65GUeI;Elw8DchF+dr0m%f@9Um!684lhA9 zu$eLUe@?0!qu5oIZGvXWhAu50f>!8aWe!PubFoWe;#d+yk^W@3jkM z-|eMEWo(`F&Vjxbjur12j6%jJ>Y#uMSaD;G7@H(%VH3_r8mUCCMfTxlcWfCdc(TX% z%d>risAbsnMk1+oBEZP<7BFv$M#q?l;hrpHNVIb_9*RwdPmcCR%}sZRlWa{yBJ*Z3 zr=em&qKc%%k`6eU4QHW)jUZs6(4{1E>-pr#2>R|Ih&Am(Xk}Fqh6*MRAgGKg(*~6a z_Y`&b#?tf$rAWj?B^R9;t|aA$3<>ht zvDkk#{Zct=Hp@hdmNs;NDnB7hB4U!tL&PHB@26f~!C3xmTwJFu+rO}TIgmljdkhph z49NAXbG?N^nKh&p4M8=*=ch@>nO?vo9FX1+MUGs}>`0tT-LT^iw=EkX*a7$&0_f9= zU46r1INVuo)R>W?U*Z=5;VVWfTMerkWTK2zJQ6_~d)U}cp>tA>^)UiD)etogx1{Jn z&ws$Mg2gw7QP_%zVkAA20ECW11T!Lop>5UiCSjbI3?TS*_r&EYVbQXXhJ6}sJX$HC zXju|KMJjkrtY#GQO}KWhGl-HOnjnUP`b$zG(osu6tRhhPxK-jMNPE8EVgp{Fly}lDh0+}cWrv-gUlCxCPz{3S!1+3+>d2UV@6Wr~D$uxS{2rHYNAI`v zA#ca^jj`J3G|y%ZU^{_)BfOP-ol=KU3~8{(==Ud=Y^%4{gfb# zA7HV%U2MT`(9+(1!Va_nke+#0-gWt14D*D1u?pLPT_^58!i59fVr~8;vI<_uPydb2 zb!VxUzS1Fi^w^0LiKAP|yJs(PZP?A_sPnq>pXmfKJ&@P;s{fteG+^er8@q1TiO*=v zF*7r-T(M$8y7u$u&u5jClolu}UDnXh06_iGxqmPkvM(CzQc_Zd@^i3VAZ}z(^osZucoP zZoBvICqj+O#5Ab4Q|^?bW=WQYtKudub6azM<8RS5{(2qC-B^3 zn_!Ln8PO2TW>I6~%!5AN{m=Ufh0>lh@9mXcr?v6HyK%FPsks-5apKR<|217>r6i*m zSqTj#ew%J={n2$b$!~uJpVh>-wuQdT0*G8>qR)G23AB1BGI;y$7T#EhW=2Ep#gqBs zv#){5IGCAVOZ0WnGOS}+t3@UxuX)Xa&3^v3!fuIVi-4&;i0wAIrqL0T)+A?V_Xa5` z7)3M+YM_mifXUZa=qhdgJkzH~$T5|)N{A)gIrLoz9hsGD*7!iasfp7LxM0UBi9S;W zw4UC2A0RT&vE7xszvBFk{eoaF}Z-lCfOxezg4*|F348WSigiw zK%GTDG@9XPIPzP8i2x@%yX4>UGVCZwpjzPCN|Twn&`cNp_gchWLOPq2!pX^`7mC;dpeM+b}8a_k)(B5^u;QHSJ;ii%&8pFVuJ z^!X7pAsHiwnjqVwA9Rk6j!sBx4ySM!tur8qsi2`j9U++-MJifeGYwxnWtp$IOAbIn zC{!F=Uca}KdDC2XO08BUQm10*X}XdAW^D|wTCQ`pmSZnJ!PjVR&jBRb6dCJZyhv;> zH9$|$gm$gkx>o{D03uYLzi?q_gv;B3@N|OEA)c2ZwLV2-1_dG<8gV3aF-QWhP*)@? zK0n?S(;;Y7^?9=Y!l(O>LEF?)O(HNVXlRp0ELx4q$V;);K0uuzWKnc>yu|^MF)3*9 z3Y;ojUCZRq$xJ9`%`Bp)U}&ff5}V>MVuY*f zO7HN0Qa9Z(7q*;+hA8~Rr9#{=C`rI`wQsJpkotvTuh;BB>lkzFMwY5pwgV!Rik6wq zNJ&+lYT|qlch-PF zqX=keJ|#qw#AUgqXY*|Oz8Rj{kDvA@XMn&iUY+T!J@GB>%BKg-wg(&I-e|YnkIS8@ ze}f(aqlYq96fJx-S21Q2!sa+KG15S*Ht`d-F06O%t>+H{Atiroa_HgqwIpwWu2+Zl zg2^8sCY2~b(uM`*UnBvdxK0 zm%@=y?*kn+FeD`_ho60mhC=Eg!QHz*fux)`cI?=LF<&T8 zzE8xJDiE{UilI2#3Fn|=5kF0Py1&b;J$VcL)R4v$KsX~9 zUs`~n6H}o=HIoy9xp*M+`_7^kk(z76Q|zb zGCN`LzPh?P9P3tQ4yl29-3SGbFQtemTovkOVE~!=DnYy5xLE z!R|_M-cOKYP3mobebs%Fp58ckNat~F^LtF>cad>Ejq?2UNAljv`WGo{~ zNSVk`Le{m+$_WXbo9TBE@)v~VN)bY`_E?5IS*l2!G2*_bcY|>%5@AWGQ3?XYW?rpm zK;9lun^Yks^vsA-1!I9gQpu5{M_KhsIWo&pEK+peF9j)zMAxfk6sDKYaB85bn9z7X zex8nM6XvaH3cHlUSfj1w^l8=zm4x#S&=O4a!-yP?1yDh{gcE}S=IdU=U10%*kWnym0y8(RU$2VO&Si)rKq+q`;pSQp zC%9iQ@Yd#G+X!_eE;d=&8n9>+?~9G3lQN0hLhyz#+_?Vz`}eEWID$A3w>03aJm~pG z2pQ;g6K~%{#sjbHxC$iZ6x2Qv&byaC4sLdt6U`q2!1V5SY>e>x6oGPx8N0rEyI3?- zocBEO>E%$dtY9olF|0g+^kS1w+!^SkA0;NCRAR0J7^uLN62V-wA2hNWR16*59mdT? zKD?a!_MIbC%dtP(=fbMKzCO~s)^vm^O93q)4dXaa6Hta<^`J;>@Aras??lyqJ_q$=$Tr$-4tO7eCp>H4Mc4WUoq+1p`%39dR$;@ z#x+}KW1i({^tnMNA98SW_j)g==@pYM;zMhzKKT}e&5>H|THMnCtIo5Mb$p56U~NDn z);Jd;pkxK^8EoN$M$c!%hj9%a2C~z9Ig9F%D24R&^w@Xq{OQfF0S5!x zYgGuVYM8KCSy%`j0cbskw1dLA`~6;`MGlFwb@uaNNGKg|$r=TH z{RdywdUO7%0*hY=6p(yaj&h9Pl_nGj)FBAoO476KM!%F;Q-K;fCW>zp1H(w~{olWT zzYujy-7V`Ej;b4la+@Y1nC4M4B$vqoL94j$Yw_FiVlzSKG~a9bLjDbQ9iytNQN6KP zg`+NkQ%+(%P(^0q*qa3SB`_^E*NoPeYqs02Js4q(@vSm7j_1nPfQtlO>jTjASfQvj zW!V!10F}YKv23=zM|#Pa6WKTLT?8`i!LQJiN8mX!# z6m?YEw{Ks4rfnSP7#F)^T&&-_ozgR&Rmk$07n;%L)sD;`w8{26LN8gvYJBnmL&Bj{ zq(XJALnx6D!V(Ozq#h9jkGuOe$oD81LdoZ%BI!GK?x2I8L=$=b{CO5Vmv%w2G>M-N z)U68*?S!SO-ZKeYSU%{9JAqK25hxn!ONBrQrfNM2Va$B$lT24>|6A|@JzK7@{=@it z8(=WJrmb&GhGcU}Nv`n|b5etyZgtFCbPx5#)hKSaC^VPjA$4&=ttZWJCdXgCvc%KD!Va!Y1n?%imQ|v^KWwORx=Xrl71F#gdx}o|N=nO~Bcl(mPR~1E)5>0lxj1T-^cqoW=iQH)DDD>F)rCLyovfC05u{+)vM&g20C*>K8 zveyG!uea`2dJ($;Q)5d@OL=69k+;jXUxJ1#&@v0z-VjC#3tQV-*9D7yl`uj>flw0+ zMdTFl7xAq#xlCWlbOx2Efd3>40t`rY9uJE&U=&(I{5o8;sO`9up5bqnrG_X*HqyI! zk*82a&cSW`=;D;9-LHiF=oy4ju(Fo@$G%B8`D(7vu33{-*KZ6cBxEMHhC-S3C!LA` z_8(FOrwVHA4`thS-@Y|77oQyNbx!iIPwyO;zpp0~>n1T_zqK@PXh3%N?A8CW6$?xT z^unkq%&VOk$vZ6)9?MO0N%J7IhxwgO1- z*!LVkiVKZ{$V0{iatBM62bY~T{MWWj!XQ{T{;s?Em#X|J9bDw zU3(077FGz_q!(BD6Hx@L$PmnvfM}wiBRO@!;-G+rI;k5PagBhQ;8Ld`3npK6aw0XJ zSmDq^y#u-9W!U8IGyc)gi!LFx!Qli6OEegG&j=WWSY`D~{a>~;Y;qj#WQL9S_=ywU z5N#nCJ>$QcS&o=avFwm7e$ICiDOVZiBpCdqxQiBgw*>y9(QyC*bk-UpF|xk`EV<^{ zz6+4-WUPDZ6~PwD(NeG;AJ9dAjf_h*z$L3BLD~?EhCv9sFhVf-co20F&LUaJ<8}|4 zZ=^LjNW;i~_x}AV!ho=JNEaRRT6y82sCNfR?w8H5nh`#aYZqw^jt=F_teERKC#t5y zuOXWq?G+%$AVx#`MtQBy+b+G}jx5!*piNeqzEjhf?+K{rePP#$rDq zd1TXSuoBX%YM4K?841=V{lfkT2&3Z zRxHBI5Vz}qnBBBxOBnE6IGSp(3B@wOpviE9=1GB7(F_5XIpaTRh=-myM0qsc?2v@m z_|m$)3RgWcSj0+?i5Noxvwv!?@ zG?5@9?nu;HW0-M-oY$c9nqu9fls#H+td?mLWAp3lYpkA2sEx4v?Oy=v+VT5o0clcR zC3D;2XbLxJUiq4R&C#RabC+g&9wS-^KG&~bPexQ{iaHKf@`4gJ_s?qi@bPZZPq+Qh z(5PNaFZcw@H%R*0B3k+br{H3gBe`$!`(|w|mo-3I4=fR^+51N}O{D#{RdIc4BOuf9 zv!v^#PxFt`>$0xm?>9Mp$vg6z4u%wTR-yO>K6>=%YCu0osJ@49TSiwZ-{mV;n6s$* z;IcaqG87c5Oq&@V)=f$ue^x=`ETjM85AAR^#?o)DAD7h#DjBL4CaAnKnK#ElVkn; z-=!#d{%vE#^+0)W(sjwL2;f@hiMB1!ao)n=eJ=|cc6h0@2oSmpDR!L}mKojZ@9yn7W~ zw6LO5Ysz<~pWU4c2gb^>9c?9vVy3s%eZE_RZEoxJ|7lz{9foRLadX86qA~%ZOTloB zJqKSB%uk$f*RpTh1c6EGPq-tDt$a8M#)6EhTE=820W4j@|Ka=wTj~)m3+`JKwH&2e8F`zv%X?dFoJztG)K;>yC#CrP`=g~| zQ_<)$kDy_y-jI}-NJI+ks3O^m6fDpcnto>Lu_&`^7SxEE0Ej^q0A7Ow1M$XV!^6o;xf`%s z2PHTw$awyCgZy@%_*I`G4J@`ga=Gmy>E->puy_=H{v2-%vv(TPyw~RPfrZhIgz}hp zuTb+tiGYutc76#kc(C3ai$|R%8V&Z9oc;atV+;fha~~Fz%gzU}=5>qiImJ;==k_*n z`({TSvTieOAz?~GPnhg?nKL#m`uw>Jc#YT*mn>fVt$bwHu3agxOTFVHUzB*ge8q}# zROyX$bY1hFEX8BR{-Wx*(Hhq4#G{W^2a6<(ZBM|FNjXQ#B+V*er^#fJ*FbZ-A<;oa z&)HQpe^2o{^Ed*@#s~0yX-_a?lHr|@9RV6iA00)WRT5dLf|QzqJppVmx0CKSFiiyF z^OE077e?>ofM|GT2EFtHP_Tf9LLPC>cO}M+iE-!a2S)PQv(Ns?mlTngCqZ>6 z!b=#49t7|Q0a_=0ZXEfbj;(&=_1EnOv_ak6|5%;e?#O)WXC%FkKdYYYw8>BBesu4t z2cY=TlT1xsfBl>9o1n6R%}2-wBy@lNu>sLHkv&kjuG3UY&wA?HuqyKtvp#wKSHCqK zxqXChK1fxYS5ogq;_zK+0`>wsX4G7{l5WA~l`>E=k$f06sSE$r?Zng1{?rWy&DAT{ zk?lm}_1B~D-)+qNMeF6td@gg{xqE)WNXf`pTd}iUB*QqrKCG;Wz)W%7S-4;KJXre5 zl`D||*^Y5BQ@aQhSNUCe^Ar5P^_wNO`m$x5xWAQITwHv9U4Njqb6^5~79P%qO=;j@Oc6K(l&*g2e)@k}y6e;T+5FE3K3cnzPhvHn(3eSZol+f^^2Lez zF{hh&x1Xx{o!NJKx3O4ytrICft}%bFsWpF_WF6zbZG4aadk}v8duW^d{Vr4gUh&kW z6Ei3u;@-VGlHO=$FT#X>QAN~v`al;@x+kDCOk#(QHTzz~;pvtUho?S12G;X)esELQ z-g9ztfz#7hql&KGvHROtrk+?s!k@?0*8Fc?07~bH$f&4Iv`e{Tn2{ao>gv2}D6b4) z5Fqzq7MPKtc3k>i>zau}S*2RFT8alb>ovu99FUk8dFeRJQTaR~aN_t)70P+{`B}=i zqqCRI<#Sw>ZiGd;CS!evk!E8Ef7PN+mQ?$6<^%tQxpOTwi|}JODQs@rZMPssd1zDoW<{kwbYBEtUc_y=@wB?h{K#1 z2!$+ySqgq!PEPNI%N=ZR|E7%_FJYG)@!g@x1nO4ODFEvyHliGhnnA6Og@!)FGoK*7 z&#l$@_}b5pK~YgLB0BnX?o?xceIwcZLwwwQxpU4lqiMO-4_&4&kiFp8ltWs*R+$jo zB2rV8Zmrq=fX5N034Vxr@^SO{Ok!u=U1{_%3rkA8S?Ju$`)ptzflt@dEVDPYbAMQ6 zgt~dQVx~=R1zZ3-yA;+$ll>7W%qy4PAV?oV5YZhidFLlgVzG*7JzNJw|3X73MNJH> zUXlpVK}Dn|Mf@qK)EPr1heoR8&lL39n)1Nrj>3bDonIXgL>wx zMDz*Q>Ki~`an%>DuY3CRsi$nQKDCNbboduWGnt^hN5pn(kWQr{Z8QSsdvi&z{FM3OM^i) zhG)s{3v0&?reL%Cl7-hgcU^}KEHXU&5ewPYf-WXKpZD&}Fg8m2L=13ikHtB=Rmn7j}T4*>?Hh0c`xh7SL0kgv^39 z8-nByPR-DR1d%Pa;BV@xR0|(PV&eiOKWqu@DYKCclPB004kek``7!za3yl4Mo12?O zW@9pef)I_-WRV!zw`=qXr3V(Il@o;%>7SR z(m%g;%>Ty8KlS{-N>PWu>C)@Z7usicRF}^mNp=3q`sX*l`|ls=Z^bY56W7gsO6uxS zWWOr%k;Opft>e&i2=F9A3f98PTkm6P_OP&A`WmlG8Ubc# zemjjsX{Ur,(&u%$IHzO2DU9i;o%`M}<|d~r0wVOQS%axB6S?b$&eB3~fujr7mW z_LJR9Ig{0K9I$D*>wfMZi$YF-yS5s}Kw^E>beS0;Td>?|>CTU^`fZ4-jmpXri7KKF z{fCHCx9(t#pc}8Qx%%`mS3P3!F@oiQG{{GK&0W;7Eqd}@ukVW&!+5Ad_v4dH<$%4_ zU%ze*lA2#9zwS|rj=>S$ufPk9#K92Bl8D`8htdYl`GM#Zd*)VltYdKbcL<$LZcpc@ z-Aa2nFHz+nLya_VcJQZ9Cp@-```7)MQn6c1D*K3a7G3*&lPS7eGoX}MS1T$T;@XJH zB{u$j5e?^jx{2S8ah`;GG_pMCw&)0yf^vf5o+MbkGJO8|SftG7Sb#1MBA}{q15+clqyW?9lgV7>WMiyjj>cAsP z%6VNTq~UGI`%pOly^J+X%m>P`?~OcRg|zT1$A7nsyzIYv(%#-aqt#Q|>-lr`_j_B% zrWBQwLgAO!uhZkvyluL~D=-*FzevAq+LT@LXjAft6D=T1JQ z-?pvcn}CpzDkP?q*~!{ml0BtPy|RRr5-(RoZw7X0IgMpvk6`YU=8_wSdmA&AiPcza zW>{WQPD#m|C-c{S1Un}y>&Kr)f8zHRg_F2155VS)(Jkr5Q))0g5C2OT8oia1m$w!@(^zb4fj@}sN`J&sT~*a-AU^dRHPGOS+x(@CzC-%4`kuD{ zOGe9G_Y!z1+0R$~?HiXQ$wRYaE_2EwBO{ZQ0kapcgiyY$U+Gp=QE}dy4hX}mvMV`* zDsObI#kwI3_M2H6nF_S!*bW`ate#|-4<(P9NDLRI=+n3zsn0e~>)zHA!*e|LqR*%M z^he1q8_Fx}3cULo;d==l9RLSJa4}uaGN>SD#3nvmFQj}pg3^cYRdYu9__5b4Ir&=W z)JQ;0L*O229kyD$K#A7vz3xlo(B9a%h=|vMi^~=rl=qX8lu1Z--_5V;;7o3}lNJT+ zH6#{dSu~9`HZ!Xs56J=Q`t*ilemop^;YuLHsFSBm@H>v0JoWaL@{Ej(9ENYV2TOxI zFJbte_Vl}-9DgR=?d0+co#L}C;>j?rkfMq`YF;djR+TcI!LYOuNgHjDkf*HkpzG`E z1xoj^#5>U`swJLEVqO1nS%nl{Y)^z{V`gnXe=(^?UG=WPtUwa4l89iAAK0Oa2mQj=daV`Ar3P8 z`=JXpypXP{L+0PG+O|SzOW6}_l0A82>8ix}SONQR!{^O%XKauKF>O)O^CQ_QV0Uw` zJGO#`Lxe`mYvTbY8J&Umyq-O?`()ER)ilNxJ})2U`6E#w=^Q0nCds2th-ja_DrxOP zibLdCwu=+}d04(eFJ+~TaUprn$){`7%@vW>u)!dYpoOa^*fv)5Ib|v~tC$-y{!=vS z@ZoNWI1J;7Hc(jrxfvboL*b4zk5-P0*0Kmy*}&v>ow?dY&D@@MFHYch2ltbhl!T_!JV9ZL5;6nQVI^mG}e zbMZp14Vo4OtiT{-7de_{n`Y|w-sem8;Ici)AYw%Dnbm^QfyxDnvxQfkg60H=%e-!J z#jd1W7FZsC+6oUwDg1Hy^N-8Na%cBHHtlUE_BC{CLMtld$Tle07g94=D7R@)>@c3* zHIJS>V+*S^G$fQOZwsjpq-9a+GAoZZp}dVvD*WB1){+L?;A&VVakDUNHwau@MNWa^ZrNY@Ie-w7D-ADLq_&d0lcK8H^PffT7jYi zd5cIth9%IfJo<;l1@kiK zIH7Gu0@O6EakFN-m9RCoBX#3pDmAG7@QKa|jF}o5o|Bh<^1{~_WhPi>Z#ewHtSn`B zNLQjgDmGSW?^cnXnMwvji<=Cf9|yyPQ78k)nkcSc5wF+q2%WmkNo)JCt&+G%0kopp z9y6(%XZ=2rxu6EkC@WYjkLS)-$2o_fVMLw=(7uU`ZKr~rVsi4S*+;qZQ&0E!M150b znwgwQ92@!KZxE>6;coG?;aNk(1$|*Y#RIvw*V0hV-={<^1KTCr>%r1gZO~k|8RO>Q zkb^!QR)Qy`0Xa7sJoZr$_bp_`rO9B9xIO-g-TKZ{GZ})(+YN4F}U`F(VNr~*~ zkXg&_6-&Q=qk_5|rJ{w`T#r|i(R6s^?!Hv$WeJ~mSa9&MT3c2sUXIPw#StY++buGy zGR@7UjW3<8ZQ@(hnUyMh;!mj$yt|f$R;TJlaA+vU#+6{MgImx@t5W%+VGM+HUeimw ze9**t#W`ebyG z`ZnP*D0#Gxf5&fK#5wzWx$YW^_p1cMu{2P>?(?8nqrd+2(*wqaKH8fGMLi>U4#u;A zmE>DGD<9?u{rq{}K3j_*SR}AL*aG!hV#iviWAUgFn>KCo3?>$7bk-1J<>Vm=WG|eu zvN86xt0n1saBy%C2Fv+J@4mDJe9#ViI~29FcqEa22rVJLQXz)bq^k;=>KTkCJMr-1 z(J?PkupmdiMrk#g9{;W6O@a*5!~>z_oRU(_>s~+EF!Br_?1OrtvF^fr=jY4Ettz6+ z{wqyw>%1OLq5P9x_g5+uJ{PJxuTHx@f94k7u_N!g;WIa?xT&*SpZS;2KdE!`(inxJ z{=avmmUTyP%R3&7Hw_mkcRyjN7O3g|9=42sc>1-Jq|{>;dw2U*x{~o=iff-6wN%6> zbaxvqx$$rvZ-h^TE8L1`OS z;7OCto*GU4HNDCx{?|9k!0~@&LZteWS6)r$H6R_=Hv@HbV;m2Z!&$!tO7G{r6KgOk z3M|e`y`v9HNExg4*k)dp;C_K)bfdZk7DVStk@@z*e==47(0rkaRBoiwx}uifpIdZ4 z;Xyc9*0qBZSMhJ<;)O~+3!kimj-eH&4Bnzdp7)UPdVU6ynp`e^I#r$7t$6O-6<-m5Z$CTXMNO zsAu3#|Hd=Y*U(TwPhX|eHL-w_$NuHNISzlJeXDs^FWKQd&v~hX^IK(pANr1x@qZ=0 zI`sceLin)j--H7&*H&EeBf{bMH4 zD@3HtT5{FMHHQi58G}X|6zV)$GX7QMM_V5q z^=zeUe{Aq3zi|DbUg!)Cqv;0K&+5aWK3Uu4u3^~Txgmd#XRvd3*ud|2F`-#WtC^Cc zhZIwyB9G=985zl098HYfYVD>G`#?Ogrn)4Q+eXMH;>)?3zDeo((pGL)j^8qlmsZC$ zd_RrbcQt#9isP(W zYNVJ+)EpU2i>xGT0n;lUv0WAPzbc4Ub5MRPyJs0?hwQ;p%fjl07fj;h7>Y5h9cDD9 z$ThC1dw+7`b9k9}FsV@19_#asIa#M%nlIBdPs)C6Yp#{Zt56d0eEoZeK-yOTh4iV5K^=Rd4oWFtMgHC%Wr zZQ=GoPHUA&jlKtNm;OL2_jzcQ)JMhSJ8YK64}?IqA&i{t{X~K#t_QM39qe6AlfH~w zRp?a8#kgycnr1!@W4$wN+g=18UgiCA8%`*Zzwh>;90g0uB%buv_1NYoPaayStNS`O zvria11XS^eGVda>vTR|g8_s*!;6ry6Au{J2{JM@JA|iF!pwIX z?3ft7)^FHAo|uTc;>#$8>E$U*AD|5|?Cr_OiinWJ(_3nZi4V_bw&bP4H_G?9y)?QE zp9>1kDJnh%Z%wi7*YaQz%_#0A&#Quwp!3=?rm`&iAr?uTglMENhi_k%fGroV;r33h z7i3r+1u_BOZtrLxnNkX6?;_FopAv9M;drc)?z+jDjWAx2jj9c1ncNv)x~#gv!14IH zOsEsDZN{=^MjOy}3L%^QSFFe~p&mry*P~;@JJ7GI#1%t%sWGw-&ac^Ko>kuN3|Wkb zP{Bm;!}AzC#I(li@>f%*g!1LxuA8E#^z=e-|F)k7KPRF|mzJ(=W)}PI$K|ln|A6U- z6R0P9#6s;U)EcSoSQ{Ts|6%0Z`g7ZJf zUT62xEB*hM!TG-jBDnTH;NYZz8+Ca8UoC4>q%VI9!cSK!mnpej&kP00iLbl$wHOK=+vpE0EdNuJNwRQYR2g7 z{raOfe}pLvk2#g}9A&5r>i2Qcra8e=wqxv7rvM1>%g8_F^JP6%wAT^EcSDH~G7qm- z_sdh^RXPj%ujQPTk0Y+HT4J$vwWQo%kSVaIVmxwoujbyZUgE9F-SGNrSP7l9^D5h>Ai8NeD$rgA5fJOC>|0Bx9zlNJvp3Y0x0blrk1l z5gCd~Bx(45yZgDH>3hFr`Tl(G<+`uMMb6)Za1XWL$BW8to!RAI!4~@IJ|>vNke>6l`278Qwu-daxm5*?OSWG5p$o>ZR@kC?GuNtN-!96D7q-SNI`x0fA#hJMUQp-wVC%L2i+McVf}w-sm7VN5_sF zF+%ti&(Zz+ZNmqgmhC!j6;LYptguWIvpzq+zApF=7Q;x<$hV6uwX9%xg}!%d!;d+W zCiyY{^|bsti1o%d>yNHoyY~Isq){6xt!`G|YTt8Qo*1P_P98S_@k#QBBa46Ff4T94 z!{0ZQT!R)+P{Y22nU2R0ak`9}PCJnG)_L9Q|KG6hr8LCUYkl=3C7`orMY=HgQhDOK7FjT5~GjfjM{hm z=PJb^-b;wT{-wJx>H&}^%P7F%Q>TXF&lmCL>*zH_7nmDm{w&mWk+E(8&Gfl5P8&`nGsB*P#l*G>A@r+j6E^riA&sIGy1U507!C1xrka+}l? z{G01@48PoJKim@3TDXHy)PCYWN8NP%*WX1=GZB%Tp7=^U@j+*Ij06XHJ)NfA!h^?-|gT_BWcuKEHyDZjNq%kk6bweR|@o^R#S5KRg-!dB(X;Oa6X2v$r*yEUm4z zVhdIZg&;NeZPXb62WNuYcJ0-%b z{`bG1O7d#5Zgnfah|n!N|r91kefb>GwT z)xQ!8PpeCa1vEAlV?ttXf^OEzrlZ+AZTYOYR8ttDrm)y%&(IxNb~ToxC|C5qEs%uQ(hvj~qiKR?x0zxF z=iIOF$@}kn^yncxGl+0|qgx}6-P;&4^t=9|FUNij`g(e(B)kkDxzKE?=RD!#z^qj2 zx76BMVj>jNrNI;q6wo>=gv)0@b5EhDWA^cQ!?T1=fjbCpRli6P*imF)Lu8e zm?KBJ@{HtnpsX8R=BBskO(m+DsRfhQxbeV^0uT|?226)vA*6~?C}GQ--dvI1H=%ik z)5b0<+E2U4{H2&~$G>vgrIg~S&1-)%xB3~pYaE%(BV|)dv?C%@VX7n+7(oF6Ce1(E zIT0G}Sy53;dAZ|auj)NT)xUly8fnetE)2TNL zYCj(3P<>YPsozffe;)mVjr*N04UAdF;`f{F5P(iF?T1qtnM&xee%`FwI-A`HZXW6X zgx@TfNxlWou(zIBpy8$OxgjNX(y#m`!?&&7-}7OGJoMX*G6fpZ74S&O%?%Yl3+;os zg#Ejhd%+$F)v7ljftU&wEh)ZV=N7L?nv5vw1)`UsX$LOX2;63>VMB;;|GC%is53;O zAe+uUZ8iUWi>M@oPDn^p#jrQGqu=_l6SrVXTq+CW8EilNtgcXHb(2E@c!sb5z%CSd zg1`%>eNml|w`?dj01QULm0tNVyga19=>0CkUbnt%;%lFY?V;}zHtyBRzVC$hIM$Nr zM9pIEH>X`V>h@lz?ympZ^paSl54W$3pF4R;UWX1HUR`wx7Sc(yArQ^I8x|qYcsAiz zQN*8bDYLuTc!UUzuE_EHteEfJ@7fb3pAcS+O1XCR#S+u!r?SRGZ*5N7qoLF@Q=;Q5 zBV6&x3V5M@f_{v_PP9r$-G-%BPukj4v2+1O3}XKE4U^zo@Ptml5sn=x>Az>*gu7>K z#nz)mjJ`0YCn!KMX3tT5)x7J%r40e~I7*9kD~RIWZ2oxaes1nOP9zg&!$1F+Y5ut(=At$%pUeu0Pu?qnnI8^oTH5<2HyXUY=y3bbH3cQ%qoB;IQaHPwc0T`+3~C z!t@zr*Fw;(c{--jDB5KWZqGXyVq}I2vP+OR;-^y#vz@ zh&qmgS<+mWD75e#_d|p_;U)_F_Sb(0(9p&$Q>N?E$1m6Esa=eX{VNztCxTHRi$z*O zi}=Q?HuqBYyTHbnBHSVxKF{{K$S}ue=2Kt5C3|Gbbn~bPi!3iM|Kw@+{^Psaf+xfa zF4YilPC-tu_hBe|ix7Ws%No8cNO!r@&(x)7>el9)H*fxG0QGXloJz=71s3~s<+ZEV zz0kH?cS8)RzYfS7`2_1q*VIUrd6;js$z_T5v|7q3!*^3FQ{ zv~JAA)d|LIT{yG8C9kD1SZFnb&nLQxx!k=IIlGIhg)b-bsaHkPazLgjtjTO_Y)-rl zJw@7q-DrB9-gE+q|Dqs=E=ku-UBkp92UyHF_#y65Um=VZ`V@95BH9q2vg!Q*!#T5N z?VERWxqe8xuTQhnyQ^d7hpfj$AtdXqIR*0Brw65CmZmQe*fNF(u?Q~+>$AiVB1!yc z8!H9>h}?U!27fXg!TXZgKC>Q=^{pRo}os9*9JKdm9t8Zb1x6cZEkNvF@R@g?=yV}v_F)WwVU>srnC{HpZ3 zMbW!j>hHiX0vv$J;S3^}5A?|P-$+E`6pD;{RM@gn42bO&AUJO{GhC{ij4e(W_F&TC zg;;!nW6889K-fQo9Cb{Q+jil8OYEO){PyC-!8kGNHLUAABdo(Y!jzQH+<;Ozq8%cJUQ{h-i!$Apl%p_sbn~}P_$6YehmEltm-J@HQ_5siIKOy zc=N{ag=!pfJ+;waDk_8-QW+}Sy~7lxTTfw>;@V8j zmND{Ko0#heYCr5oMj=_(PGy%4npS(ZxIM0GsJy;m-qNM6%h}PEUVmqJp!vXOF26D9 z3BqWk&)BgqKj9m%!@LP3M^9Xpc9m3(5hlBRMviYlDg0-bY2RMh8~ zx(@zXtJ9hd|17F!a6S+eT7`qHE!Oghzh!D>HY%+q$W;Y7=yHz~p1r4^h)?dE92Hr` zUZW_lTu$n_pP8F5N>^8v+GT0|qVYsncf>DcEO{A;SZlfUx?J5|c^^mmW!ie2z=uGU zG@TtZrr3E^N!pvjbf5GZdQb6km2MN97o#_Q{Os9}omD63Zl@5s-AOWKB(oqL#(V71 z3}w@I1>(3cD)|kfwIJk9WdjUs3ZXpvx`mkX7|-Gj^$r%s9oorouqC_0;7h)*!2wJ34k3DWyY}bCY+E-y7d2 z=wV}AcICmak-`*a{%@P|y|3OLbNWX|1cG1cUw1byS#o{VF`eai_kYT>!#49R<1?%6 z6Hq6O8Z&0&jejT|?TL2TOwxMVBWug%W3TShyLaX%))v(8(7q|eW!B@h2r5%3AOh(a zrsmCCym+Nqn86#B30pjVY_hqOl=OQ>NeRanwlYZEJK^BUmHy|`chsII(M4usT^CUm z5>oJk^2nZ}IeF=W4O^BrrZR2)&ri?gQ@=&CyI@(&qJ;Z}eB~NEWO@K2=u$K5FuhcE z+P~MH;-~Z+sv<50p_(njQFIEl2#4t2)s%rh^rWqfy6tIv;##%c<^9p@{k@F?F%nc^ zz)Cmm=OtHFssddC;G)%?es6SlkFQCH-I|M1vpN6U*bZgS{P&>A>(QydnRe@KM%|V! z{CIM;zBM^5n?-=k@oZ2Lr%@m%_85^&!JvXC!p@r9mF?n)!nA1hVh;-!u7BnXR$MQbP64Elakh!x#Q@haj) z?Npq0#iQDsvTj}N(PGg4uI~0~W-6NKCo+?Ylv6-kNV-MO7&uD?X-vJbBu9 zq6tB!*ziM-l6m((l$W1j0KWRikK4?-mwx-Uue#dpS@Z%$wH!M}HexCZEJ^tGgK{ED9ozRK7{+_AxKaDNmA{oaL^D22(*_U*GJc zo-(6gQ%y{y_4Z}q1Q&YCfhUBQWAeqx$A^WCrhPkJZ*F{9F{ES+mBX%o{^>SFdmQ;e_M!bPddlFy0&(EaIhkK7=0%*S^LhW`p^3335Q%O=)WW(raN$iX)OU>GrZu2m(EDY=s0j6$@7BM zOX?U2+#VU(57Xqu_DP0PVMF|3(4{0S8C76&!g%jS6~^5If`aaFD6JMYzmb?PTC@kZ zlHQt{ttD<0A9p{jb&UBlGUu+pyjJSFcNBJ3R~GhbSKIwC^M;I)7CGIB<@QH=i&j}H9sI*H|A zcbAViw`%KxDUC@N`@g*Dd70+z7N#0Cjlb7PTnp~<&VFTj(lRoc4<59~@$?q91?*92 zy{{||QKKY-2or8OSh;7%vOPp_}c&8BIsoG^Sz zs*$N_TNDKM{t@O``=>|htt*#bS&`mR-TsB8jE}b7+V^cCRKg=8S;!!ZTvJv-K>=R_ zmVu0r1oey#QN^|LZF zTS=5uRN5w4D;OIa%c~oxiB6cK>C2OZluGW)rD=7joUN{}Qf0Nt+sev7W}B|Ww{y0d zF!!8UD^7lObq43E=F9UTcx;mnW zfrAI%LY181t|k^=O1jT)6T8X4yHSr}guKo}e17~fc=nC`$07<>zC^Onp;M<$ZfdeP zay8O>`~50>{d#+u-ot+;^q@E(p@2-2@@$!^(SKYN^hsMBxZP_s8Fe2{SwdD@Y zt3F7z*!cW;U1IC%+EV=B<)4gT;f0BWRt^J9jKQ~sgebGzS9;Y$N=M#j<;s=gz3TT* zz(s#5!NtzWN!BRqB!h!vIdOys9E)`D>gLO|gq`!ceBnX{@#I+MmvseA!8&ySgu)in zG}0pU#0l2)#Oq`gC^{eV#x&&?D)q-V-0jUmwYS|Y+xqj-aozUI;#G*ajWMGOb{Ni3 zz`ac3i(yOspFg4i)E+r<`|jQC*a+JD=!2IFcdGB*_^n8MTq+#}2{zNd@$ot%EgDnm zz6IyL#MSIASL+UWBbe@7BEkEw9lMRMU*=r5;UG)GKW}HwuAN#=CWeyLmtjPh4QfxA zbX>2l=O$6h5r1DMT&HV*i6;ATntQ8yt-6f8@H+|wm649}JO#TsQ4-e=Z}2x(>E8WT zQIQ%AYYxbl8}%ZyTPm6%ZN(G!6QxQk97k4FcJ0!oci+A{2K8&H{2AB3`ukXqPf9c! zakL{tT8{PHO)o+BPE(n2*`&hf zyr6pNU=d{*-nMDBwBdCQK-&xnQa+vEh5T-1TFYF0k2s<5L0oR zc@;arChgIqcO@j~@@y|0d(5m2(WP^@ZtcG;#dw+oOgzwL-hANU>1@kT;BHea>_|&9 z;Exy%+{tp9-ptS0hLnRK_%Xt4JnU!$HDAD51WlyL+nH={|m^+4dpku54{(TasL*o46 zA~%)~$Uj-x*=gW4>)WR|FtW<)A(2Cu4Uq1iD@H z!3=-2(H=9V+cS0$DeNm#*}KQdnhgw{larJET#J*|4Pfh_xLy(?506op%1948=+nPG zjbNjFXnMaRS_@kn-EaimE~TBAj8C#QRx8=l%eWdl@UxjT8?d*zz7P8%;@C~1H*Vam z+qZXo?Ts*qDus*x{L9CeSCExSMhzQ*?}9O{%wwG2kWpx2HIJ;X0!CGOqGft%j`y-< zniz=gg*j-gbUh&^Mjp4BEb8buq=Xw3F46zaHyV8S3}Bm{Td4#nq{Dy#1Bj?{MMK$K zo9V7rd!)3YguNLV`OTFtM~d~)qB>1X91|E6#2;_@@o7%k=8IhuO6NppT)flLx4uIx zVNm38x}syzIRpvYl`9`8+!%a#x?A<;x=K}ir?#;+_v(z{>Fr?FJ5P`7h#6$S?%kQ# zUzC=Yx51l?F-DRSDimz{Vg+sN0{jK{E!Y0Cs*J1^y#-wPmi{^ti9mU?&!Vc z+9O7ER2%WkMHiFT0eUgKgEG|=cj{ANd>;;(#^LFFR;nI;9eSl=ZgrG<$BWB&!ktUf zCd@svwXzz=;Qla^XGQBMvvZjai5(C^@|eZsDJ$}2j3x+RhQ@X;3?G5)$JluW0~241>IQt70QHe zsre?>(3BtfNqLJr;ta=<2TxmD+jf-z!nmW$n6jy~$ejC~3@lH_lI@FmPX>V~-nGO) zYvC1Xx}fcsFAq!JSoKKjUCWFMU&`&*tl7sCBH0vOh;#E4uFmO8mpbsVHavc>Sdg(e z@)t#=Y8ePtTUh=b*2A2%5@E|;g!#H%o;r0ZrO>&6*q9iTS+f+_F&d1-&<+z5K9mvh zT>9wQU^~PM&QH#^Tm0wX!Gq$par3ONueYU5(A(NDih9Ow`EqG|@G?Kxb3wV`55Fil zzvxZ~>$F3CC8KQBb#+rvmM(lrL%{uL!_grT855(F)YP>0H>Jx}t^4hjC@;Y}Rf2JM zW$WC;uax?3>(*`OsmJEh*4|z!%5o1F`jw3$t}KfWO-ig5HF4jL?Xb{zR5z9nK%<~D zUnhMui)edjhM0!ONk)Aydw|zzPkuh=@$8!y47dDf%i0XLwQDEQ1Y+3ed*g;41))8& zOcH}!w>t$3mMjsMQ$tTrrA?bQoKQcCB-vO?WCnk)ma4L z7}$|r+~UUK0)>8z|L}{@Sv}DUSYvK#wcvrvZZzQ z8vtorXXgM`Uus#!NeDk?Z-3~#ScR-s!!jG~PCFkTpBS5zu2_xxoj*SSJ|_J9d4EDf zZ=O~Bvok0#R+N5AZ?3{U@2jo_9aW5?BTF+lQ zX;N#C_3Ix40*~H+YrUPVZHCpwM!kUGV1IgJ*ahp{8y>&D*@*6gAVvJPVo)?ZDB;57 zdCvyNxzrf$1#D$ELTPktTF3DvR~*_?L{w9b~rpy{g>!ir5-)nb8dI| z`xo4O6eU+Y>5ooP(mGjm<4&1ZqO;9D7sRTQ^`-Ml{NVutd+K+6_3G8YAw%qCbt!PT z$CSKYaE#{B&u^^zs6eD-g!`_-hsKsiC&qxZ#2Y^c`y%~Vt=ctv#e7~v%MN3;wB(UnDO;P4BiztblS;)M13B>z3sbkB(dxL$1Ts7it3)HfU+np<*NyqVR@S#^ksCgb5Sans%o9$|}ZR>0q_$ic^kGk*Me_lcty&GWX{%`UkPx z!F2X)+3F)bbzq9DtgK48J(5us{S9A0SY#Bh`%}02MoLN+yTQUWW=x+hYC-ABG(bh) zGQAC--+efF`0!44c4qf23p4bp7ePT(C=_oLX90?JyBA%W!qGYH zofg*Cf!F}jcI}!Fec^)d&6^Xj1`tqAs@Lz1EEd4{C&)I}DrLh^y?ypttqqoRl|as^ zLsQ2r6;Kyp{d!_`lMo#^uUy$ayCkI^3P?OOhpg5A%v$1T*jO#Kc=#p<(EK1?=DzeQr^)1n*H`xtfRMn}@DKLmLGAI{H+z$# zon7XaCM(0VEkEU;U1(vJcU!b%%J{2?XOF6lsvmNH+tTy)%a+k|=-6gR997dmpyRaSJxjJuFrCE9&S;!WV~*s zY}KPElND*~&!4O7qc8sXmGV7peMMJ7%(3Xfl5)SQcklf0B<~)qZkSEuajb{y^SDlQ zN8)&JD^yNs_v8PAiX9FgW^{GIjJ_SW?G^Uo6is{Sz&8}vN9?u)Z@FJMB`kTt z_xM-McavPIOEcr*PzfP=_caaoK7a{4=k+qE^17i7-^xb z90CHzrVh*yTtc)=ktf#`y&rki=6y2D}19X;FQS6u( zHu+)|vF4MrhkjO9hXb-67f$5RUst8Xw$4sNJqjxr;0QPA3v4YJz6YvEJVa$1kz%YUj z(#rSWS2l3es6zn(-->U}kXWT$y?Qk&HT7g?IT>YTHrDK5!hQyh*Qdc(A47YwLgzSr zuMuzF_vnLZm*&r%JXz+CW3T$DTb3JqaCLC#*VEAZB-ZxA-Gt4}_wT29H;Hu%vvGIs zlxp0!;~Z;iHGsFPE#B&q{Z?A%fCrzvcyW#o6!%>-Bw*F*)naMVp_3=gXq4W+dpC&_ z?m-a;-Jp3UG3sKNq0cN}g~;U_*R5lz>BdFZoR#4Zchb{Mq2Kg$U2M<=Q&wS1!`O!= z4FnTKwm~J4%~Q90-3aisyG*ZcxW4|0wd>XyS`9EP|5{lIKeONmRlBApEAa-O8o&7f zIY9WVFL!d9N_`dyNw=R{e`(>>T>$|Yjqw`Ho%Gl2_;5Jso5_~*e14@Icd@%@3(e=7 zq;>vV+n0Q!)9tw1WVyY)F+HWY2Q2bAPoYBv)#Xj!p5ehBJv3LD&{j`iblKi3fYt z*2{8B98t*qaa&I;*SCHaUJX#B`+kkimmPE9Y8RI8*-%gLnjMDlqQH@f({X(Bmqxo6nv)4j*)>p$fJN;}ln){2dWqr4k8foeujf3f02k7j!xHhuvC zrl-yG+4M9uz43c{V5Ge$G)#D`BPmU}H4*7ZoMH^A%COGx%`N*ik%yama_so=1C%BR z7V(Ur|6H+hws-akh%f;M5z&7q@5r;^D$K0fNXrM|j%MNUiSvDGVgau_~WRLq?= ztsPNGE-mZcz1`^XqvGQB6I>Q=N4zr$`Ry4>|9n~$Q&J1x*OZl+XCoqNCyuS%#B-#q z3?6d`gkuV9#(C;~#PV&1*e_phB2+6J($OWBgS)t^O(jSWG9E4md7Eisf`qNV=CY61 z$myDz*A;8sHf}r*c>qqqCSBAkJo*vT%=F}Zp=ps8nok~fVEfUFE=xAx!p|;(Pkh zd&`|=I>foB6vrYHY)!FV^euu5k`g2F3ubBq8nwtZsTi9hlC4v(%X*T zUcSz6fs=znZ^~Qn1PXQ_Yg!4UBvaO`8AcYA(U}D$4UHsS*|qeNt~=;T%s2G>4^QcL zn>A||fS5%T#7Easy;(}z>1z7Z!8&#gSCknqGiqYq&mTYBetwx(*F)XBklK^VS3}cz z#fr>Vue!4!r2axh(b72zsgdPG)VS-{r@;TPS~mNBUZ{=~0czpSi}!;Pix*g0+9H5- zW|@XY{+gLggieIu(njI1s_2GtU0q#VVxm6;72J?YMXUV$Qil=8G_G24=sB;@PmPaj zau)v-Ed{N9_Jz0UJa;{KES(E3_q=KX!rzO=?4pmIU2g&Kg0V%AIsC>Yu72Hy@{qD{ zd)bYajq@kLmm=T;>!ztu=g3{2LIFR#NldcYSkpKlZHOMDC)Ef@Q(XibRRwHPu?=3#6whM z%y)IeDvM&B@_4?FySonIN_xH%goBc@sLsTPT(M$e-;Q=nEJ}(;$fJUgPO{zyMcz8! zD)iE&OR8CWTdoU;5W)tOPAdF#UG28zn}2DhedUvJ`KC^s*oy2Jj{zZV%Q9jS(iKAt zyx&sZfwy>>Uv5#T&a6d2tK6l_PS6qUUr`rV{`7~X^5X!q!c2kwb?BOYQvn`cRr(DLOUi zviUu7$RnbzB>{%6di=jhmm?hno)gJT4ngo~c9Kn*w46eh19^6=rq(29=f!>rT2 zdvYE^_1rZ*)9BFX>${qs^6Ay7lhn>h+phU6Px$b9G(lFB`pfbO>ySs~4ZKSrC_LCL zRLuN?tGU8FU?31s!!qFw-33cbVJRAKDuCN>QZ^dyog+FAT%`q1R*%x{EvTM&M*NRw z{3?Kq04&W5od*iwYo#UB6RlEDogaKyjwP9*@!5asR1mfLB#sgpBSx*|5%=mA*W~N@ z@nxDki!g1*oX1|{H~9hp$XWk(ExOT)(_8rR<;4C6Ck{K>hwZkd{eMOk-f-_@qNxm` zvX9YL?IZGew=aEpGLn^*oEI`BZLE}QajM;#u^gk0+WRFlH4jls+oRQLD=!~YKK&1M z0iUDnW0+4HjpcgJZ%YVzlZ}idVttZn;A5u4c_QqgXjSywG}w73M>9Z&KqG$jSJU~s z+tg=J`cJ{;z4ZNi%b{x!ENm}*_wH6*Eyv>h$Bz+^LMa=orr6qQ;8Cfdxva*((81aZ z_rAd0FW3kpUZ*espsDhq<-&!6MU(G2?oh6A+8YuSK&*XjnBjtI&u;0>;H+(S?b`Kl z^>L?pELmwyFbN&uAO|K&9r5zmp^arjhYiaHRul*r9^jJWx<6?O?mm2Yo2v^asi^4( zp8#~4nWi&#tSS*eYoy(Cm2lc~ExXp?c5mI){Oz)K#aFfQQ#tdO7p+0*PG!EVqd22Q9 zc$oFBt&;a*>7gHWSZ|Ozz7I{J3EfW055ZQpYSpT;bOdzr#Ku9zcY1SNNS!L9SE;0^ zFgGpBMOGQVNgKjA7&gHUb-?q^hG-3Tk=!UFHTN4YTGSl@@D7R^LBffrQ6MCo)!Vmk zw=EjNP2We{5*#wvo09a1me~iT!j>g{DbJPl|5;O$2}Yp<0Uvt&_%hCp-}b>R8>{pi zi_?A7q1H{TtW<=hd%#vH=Viy)ZJ3##uf+Yxp#gJe;Tn`nW_I?jt*(xa{UL94+)9m( zO#1?gyZ^xl-NDa_Wel@_Rh1}GA}H(`zosOu1Nt&l6#+@JU=Ys$N|C>aTN(6n9NN|! zH~w-NQT9fO#yGm?a_|rIbRl_<8pLKXpw9&lPR{$OkN#^9+*-S$g8I?$TA7G$*u+OK ze_QaueCycFo$+U;fCpGVD=g{rZNvu$hF>GmCAb!>aysjEu^KT5M{%%Lf zA%q#MYH%YY`AlmQO$jeo z(p0wGfpFc%1wwlDR=n~uLV*((b{%d|)=RNi_vagp4@{E*TKWC1f{EB|(i+V{pxW4u zXxw~hbI@qi{P--oMG@ij+}}ylt?~*rYz#*ta^->b%=>%c<4Bwr7OB@bP~!_aPs{p- z5+z~h8~dnDGB}d#HzAAWAboeIS4`bh^KN@tic6gZIqTeVfj+%oJJ!45^MHwCjmkEF z0qjB+3md6K1qEL)Eny>Fs2aRhrK`H3_rs#YG)USszhDbWlvjwux?KBA8WarHn&Q;m z)F+vbA1lKOG{huPfNpZMy%HB^L>C=TIeX!`%k}f$JttDYv%v5%T$szsRVZWFNvYxH zj)@~jQifFgn4Xu#L2bo{c$2KVS4Z@@pw(ByD|C~x0lWq40$vb0ZoNxFQihXPKTRcN zk`0Skw2|teNVRd>)-pT9_<8*80(Di@-IbNA;QZ`pRXOpKpn>M_d<-?xSKs)Vvu{Pe z&vVh=T)RNJd2#)1Ioi8W-IZPE9%mD7_hs=`N}aBt#X!(wmp#zc|Ioj+00X>pPw`{q z_`;V56^kF`q(^r*&VTdfR8sl((~3+Gy#4ekfET{D?v=w~C=+TbZ55Zp1Pi(u>Gdg*eVDaHXG+PGlN0+xnm|9HjIWCk)Sr%v2$m;j>D_BrZZX+aA(;$ z-zLjQde?&h%F=BzH?}nMphE#&%W%#e(gj4-&c#I}QXzmcZ2HlOn>r}q_wQl#8^iQB zDqO#geHcXILh2n`YB3Py^VjkEM0+se+h|S-#Lx4()y3u+J$ykC?AEMNK+|Ehc(FZY zvLNh1w^5q)Rrv^&lm!kO&ydSWhAfZw@EHmK=F-I~p*}IfC43E~qvPSIFTpm4r`5)1 z974=!UZ`TOJtiVfX59kp_bY%K=4IPU_XAiwxZ5{C%zmr$83z%B#>9G?hdJqMhi*rBQjHT-G zUaRrlaIu15XZS0S_TbX~K+!=qqier^kHa4l!fN7aa|~0ZVR|m;MB7rO5#8e8#)SZe zLeq$xM!TF(#R8lj!SFIHXLO*M{aVZ zTV1@_RNw3;uL<-J8+JTNtbEKO%LrYl(BEJVn$ftW=A8^ZeJh|NR4=xy+x9E1tIA4Q z{Z>x_U&gSrT9=P6NhaBg7MM<6CVo9z;o7LHt8*qOnviV0MRL$(U|U8eC@1n!GtRcy zVYzxEtr`(so3#OK2NjIhxN+ki-oL-JElH?`t)y^|h(82$O}dgO+o8iT+w4RctBJtF z1eg+WHgOA?XaLo}EyZ;8uV4NaQDRxP%rs@Vj_@lu!r~ zekHEkKYW+9?nN64A7r+$mGdD*3I&Q{Q3={>fx6phq!1bvds((DEFIZ~HJe>C&gV?v z7--#TOkrw777uiYA1Nx-w-85@@YvB%N<4L{=UIzE&=tYm*v|Ci#@peGQ6TT+x1kz4 z7)5w27}z;5GplMOsDJbiXgCBb!Ay;45Chtxln~T_ zyu3WDH|fu1L$k3=_}sD@IDVHx&pkBs z^G9k}PKG~z96nJ>(2CTHT?bxgc~e_d8XTZZ(j_b+S0wCnT+( zKi{)r;4+f*KbamCJYpwdVj1+4kXtFMsmT)p1H0?Wam`zgB@4$u9QWvhUlJ!XpFHV^XwfnAOZ1s5S2~iPx6!=A_Sz!8qKB#(wz9S1BP6EsD6uwe z-rVkx21*#e*x2FrLtAy9eApstxz6i)-Th7-2@>6W`!BI250cw5UQrE-93;wGF0$X~ zLx&F|h?AyQG@?pnFmN}Jt#)=j7_JbRm`s`S4*7hHI>j{I9&Cj+GwF>uUK2RPkw$u? zO+7My1680P@Z#^(C;yJQIq#(fDg}|J%m${#0I^~AIn>rvNF#9V{>1sI2m_tDdRsd) zGgGv&RHk+)MCyVs)~L414eh+!B<||fPI03RU-$s@3n`Y13ozs0{YQ>uH+-NVW)G?k zY&|5)Y0JSnG;^71$Bxg=8iMIoE7417ZSlxiOfQd03 zK*^@^H4@~FT8HQDe2DG{r zPf|?nAh|C)?t@Kxwxzr+E87mlqtmdJqx9e%-uk~>w1|~Vx8ut${eLuzE;j(nV2M~{e1G2 zdEy$IRd15J5KbIhy@*~?x2Zhm%;dciukk77^WMLIul-w4qtw*2H&B1oKYu!WYs0cr zze%Ub2~-M!@#oH;m(`p^{!&&|6?hkk=g9LA^>lW&J3qVdSazX=K5nOJ-&>G%lxO#> z6*oIhowxAyt5;_jTdmaJ+;twxl=!WGHV9cJ|3i_cd}9kZq5^?PJQeWP+qv%Ty?qv} znb)PMMXpT+kF!R{-EoAb*@I&(qN?j_?15hBOyWu#QXhN;)3aT+%r87#Lu*NDs6!Ps zi~aNpsPhQA5T(6$S}!OI-qz9#)rp{a#~>HFO-0RHgpp&D+T{lhMN7#Lw%(7b7C0QNE(a z;3Neh2aB5#%|pv}-Ni%OuBBuFFUSgY0CL$*UOE#IAtRTD_7=JKf*FDCzrQ_2g0uh5m!eWSey3 zMw||$+e1HtKlSw){1H{F(DJ1i)i%9{vLz(BtSUbK>duf>FoOsvkgK%iNuf+UAmt^` z1|3n>)454k{GyT(EH4dUt4+~AJ_b#l*I}X86wBhTo5?cyPoH*DStps9zXjRpxw}l1 zIPF%X)(srHu3Y=NfUj5-Jp)NdMpl*-*^vA*Bf)G-V`$#Jdr@-~APD~iAIJjy72n?r zKj)Y?Ae?%rEm8RT3WA(6i#|LDwoa6yB2#eXvLS)@pFA1Jx#)V`P9zhCrb7-L`jHvG zM0c+(mB-@r`gj{?b%7Y(xwG@|8*o-4OlWUE^(=yZYqTp2Rd^a8?%}de++}DKVfy6p zW4p>mo*>O} z)e={ttJ+D|KL{4-yJdFI6KyEX<8{~SrV(`EH=+m28L_kLk0wl!hRsr(wl@rECoLoA_(5Yp(mez9lHA}kk%D(&d%}Ut(AS~$j*7M|0z!yZm z0OW&2eFE!pi`1;aQ zy|H{6PKX%Q;aSxjKVFS{YQIO#d)=qvoB9-5aa(@6+|J1AIE`SmM! zH2ZLwGhXlfMJ5%ceNY8ZDMF|LdW}-YgE%nTb5N}H}?+mfjvmv#e z{ea<#1Ykx_vW+aFpMzb9ex4%8t+C!+=*|)5YBhINUniZfjfiA?K63E7CQ3|!#DJQ& zGRmjz+`^9axk@=Zk7jYJlzR3I;@Vvq?X4h2EC8j%=mPT}{Qyj~_WR7-6t=#_rn=jC z2;0$J`N=lJhY#Oi`zL=Q(v!AA(#=7m+~rSpf$omDGfF)tdT^(hvuCCGVmtZ6xu#$n zYN-GH8O1;AQBvh?ylImjk~zu)o?nsaH2uJWpi%>vz$agKGua_D5|T0-Ran0rLc??K zUOQCU$e*25$88=9_GpoD4j;1E7mtYS@u7VX9MQP(=j;ZSO(|k3z>aJ2yl6RRQ@|_e znXhbGhgj^nwb4Ny3n!p$G@LJSm*M`t;dojnEo zGFQHhv^0;R4Dq$gz>}zy06becXPa}-kjYyIy{YS6J%R>f2dMu8iw4x2@Ck&-HUcCD zy`;LVVYo8r=SL1WRBktlQXXALOJu+k$yy@b2ExeDqa&P|L`z5CU(GOE+ww1e4qfGK zcY?L}+GJMk7PSNQ^{_5Wy=r8}PnZxrsEV;HSpwjZ=YtT3uYPrHBF9)pJ{W%wF-}Jc zd~Ush$I#r|JY#v@;)37ti%8?7q5Y=?Zyh18-eVerL>t7AfsDI_LC%|5m*$J%E&v*bl6bZqp|~Y2OEETn zi{K}wa?e>uzd~-|P)}DU%5zb4EWW-f^TE;K(U&5<rVO5K%UywL$DGaV=|U z)jd+dupHf098@6}To5*F%7g#U5t`)EQpvtDHx}&7pS@+vI5GDD1WF$xctNB9=24cq z$v25R7mlm-GV~542B!zA!4Qbi&QcEZrdYKA)BV54PMC1&t2;gmLPQdDf1FW-+1KaM z-Js#9uxP;oIKLyLrXwUl{L#wLFg{-?mh@tYhYZJa;wkb5azq^u50Ap}Wo5=S zHFfpz4`a6h*V&dG&-=cK*`p$GgdU?;WuWXX+`P}Jr1sAiH#hN&$9Xqx>DuRMPL3>q zekT_wP2w_?|tNhceSFeX%2=%L(->_fVIX1>{U3p+ecpK-U zLdx#FGWQDD)H|JtyKQIwF`V)0l&^J`XCKhnn5dxKxwAAwl^owb z$h6Q^Sx|5XpZo5uezBJ}!PF{M!TarpONFUt%0Y0&91k*AH(EL+< ztp_=%O?6%P1&b&vYsIwTOo~&%YD1Ofjay!G^gi{ZKv)IUKw<-}+ru^59#BdR#aZ1J z0G*U)F{k!OGpt)UeSu_@|9LTY!$f}1%HJDmQcNyPcT)1A{^nuG%N|%a{@f54d&Ds+}LXI&IsxHzsz?S+uC(Wz(NniH{M^F#h{F z0>rW(RewuCKjW{0?6S4><&CA3vNyi#GJpI^_I@7|e8b+o?I}oImUp>md9iz!B${^! z_H33BwQ?^1LSW$A66+a>SNiegd3)$*6>VDyV5+i`l0@jNneqfOzJ+8P@(Bti^TjQc zxRA^`iPtG@BlwTXcTK0gg=mV0TL-lIT-%Qi66w8Z-YO>mF70AKY29OV{9_@kxm7}J z>1YNNkjE&Epg8N4I8=AvaRJj7pd+A%Zu+;U-sHO<}2XcX|Afum^Er*Pz#tW zZDX(6t?uM@9rp+NXudiQ9MX*ipQ8CTGUVQV?uEa%8^le9xIvj`5y=u5mveX!B=2w+8br$dZ<=aDDpp z>1W#JUK$fM_UgJfcvsQDz&dygN7V9aR@`fwJZ`cn!+Lg2@42U?o99{Kibt|aKK(f(lzBQ568Hu0!|fk)t6a^y-+-LvNNTl&c8=D5eq zY`l8W0UNYQXb0YZ`eX`{*7xvqRwf1ByXMj(Ab>j0ne)TWVg|d#WfN*ykf_f@%b1gd z1MoWWJ<+&bao6g&`!1~tg~|j5k^#C+qbv_V_y|QX)Y1h89fZtqQJUB0ghORj_mPpV z-LT;tU?U&<*<~AjtiU39VIkrg#QRW=@*`lhnsi8YHXN(Y9XpCE{e!eFgrzH2&Y;v; zHNLi_>cfZ0{1SgQs|cK&9Qk zd)Kz?3S@^6H=~IIz_hwpeer9z-6nlQObZv?Nt`+O@Bvbskere|r*am~VZnHWm&dPl z2c8_0A+3epcM$|Pt1FKZKxPXPZ!5-ZG(Tgo%9Enr*^9%gDZt#>`O)`Yy*jS9uMcpu zrlz<9P^0mdb?N|M8XPjFy3P^YGF`b?XezSbQ{pYA+3O}AljEaTPbbElMWmIFQX%Th z8NVf|n=;>zr6&^VVO15Cd~y5GgK}E#qPv5Iby>C7O3U$c>2IAa$j@oB&chh8j98wZ zHb=?x39jP|IT@feJT6WfFOqgFhQ5~lJM&jNl zWJFyq*dIbq2pvDd*y%H8MnY%>-#;pAI2x0vf&KdJ1mMPjgPV7aVMaLxh5ppYiQ^GC=(^?u`hlm|lxUfQE+naVC@ zxt)PLd2<&m$Puy_HZAR@%R_i{UqE@{HF>>IL@^_|k;|DPQsHWr(_ERYTQ_nY!Dz7%-uuI<&>P(zP~ZB zYsqWqjqVex8#`V-6nJ?Aax}B`>vhGe_a8Ch0E33M&z?U&Mh&DxWPJ#Ju7a?noIw0c zQL)!}TM8th1@OmbD3BuPAaZ($_5kn-g{+UY$MCr=hsp^=&^(f1ne0c8_UX{hLldY% zpzN|+6xNNRQGBO|91)dWE7E`MPufgy%q}SjyLb0)xMu`r1$`KSK&C#W|3Pu>M*YKM zXh#P4^owyd-_3AIojP{B1%ERy*hSxPMHoJ z`9rY0P+wn3_Jap|8*UdD{}UA(d%k8DAG55Y;sFj0VJ{P1)enY+<*h>UkMra*=+02& z)K9ALn{vQ#heb7?s&Hhj|NUD>DAo}2UkGc35mBp0-3Ry*iMqgr=hD*td9-quU8uO} zOnKRZtA>)tbU5h_xI|_#gOWdXs@KHqe(EV5`&7kWxv~t~yijt#+maS%^{-2p`FQTB zjA-&%L1_v(n?uE?%osAOc3%%~E8SHBG(t&Yrfkx4-m7gdrpFUJC=)-e6aX@FCYc{= zPoF#2hO&Z2X{+0xTxyQYD_Z@&^i5aq-hB_DV%@8rVoV4a|8F@3BTj*mGCi@eez!W{ zM(xrv*(c`>nF*QoXIrBW^Zp;2;7qosr0BE65#f@_K+ZLYnVij?!@FYB)-*Bku21LAV6lj^3hruwpAYV`A$l&V&$<4Y1=Fe|^0 z(aJw?S#kmwM13e+F>Gvv8r3pBdSs&(cTnoV72ylh^qObom3vR+2Y2t57M-WX+@ANb z&(NV?FEuBx{UFE4O)!x8^k=inbygHyzj}2$tsFOEJJ{3xn^&pQ$IVA2DTafMhTQ)~ zb_2wjYHqG1I}drnWR$>gVzG)#2+CLP`dFU5gO7yx!&Q zt(}J?$6}VQp5yjjA8xdrtgNhp#o4c~h%0W)hoXm);%rBLjTU_%h(!LgXFG zS~vuVH)TMCawVLSi;$f5YutxifIix!&Z}ErJM)49Z^eT?NlSs5@)2b}>_+2@Fk`OA zG^ZEl-{r+XEE4;v-rfd$#Lp^xZ$+N7ae40-3u74f&rkY^=~{l|W4JDrjtoJEzb+&$ zp>Uyq(&4xgE8l`BHbGpK2ACdk6g;|F9R^~L~D?3h}yyfcELHyW!WXQrBrOC6s0Vuo?%b7O(S;dUQ zg73&4f@6Dbz5QVJy7IIGm<9n)>&48K_Q0sZ8a);S4E}EU_%%(pcQ0>X%=0>}CaQ1n zu`3ipj5!Z>E3U{ieVzE!)ZntIi}A)8iysBO1Pc@4JjlAhMKE>*te-n?o+3{s_VO>v zX9vq|eR60wgn>WL%}tC}bOL?GNw1Mb+zmnb7cI^O0d*oiI*#pY-Wcl|_E=j_q7IslA5haGH?5 z6*2czaB19;D}v`!`1esH4TxcFyj&Z*Xd3yLcA+1Ax1^Y-zRdX}n9l=9+wW`Xztv&H z&?raYKEdm0^6V;z^-|jn4nAUZEx!vEfiCd<;wN`PttCeDm8w{CUh(l<#SKt#2}VT`sF z5NZeLLBRZ14o^;N_O9yk;S&Ftj}8*ebpjB`Aw;u;%4%04g~(`EK>* zJEWF^UaK5((-NHm}NB@#DP&9hz??%mUYpA+NNh(j}t^4a#TA@U4br*9P% z7T|lr_#|Lr!J@>{@NlcS3wP=Fq(B%GT0mRHJZ(|l=o>(NPwyzkU61PAp~D;|iCP19 z03m@-Xz>!Z0gs>!k?H86`B(U(>PZ8}*gfmA?_6wbA>KX{Oskcs@XlPg5J=8-a(0&E z=5MZG8qpF_75)u{7>1oxUZwZm{6wkQ4;@X#Rn^vQGh*klz941Hsdes^UwkY3-T}KM zcEF~I^Qt7@XdO4q3X48_wi!PI0-5ZF&)zf1#YL5AHKVOn`xQYYet3UvZUI_RLZXE=B+LYlX_EMoasm*s|%{9noNfIu;tV#0~pl~-k<$)tKXHEx5Sba z=JbQKG_m=MT7^8aGq21RNd1@_^{>1eY2w#}20W(ftw5>JjiD!GtWy07p3DU;LNFHS&a6sKs@~C_L`mfe<4+~WO=gcQH{-KsFLO|_-t6Q zSvUO=l}yrr=f-uSyVk-w3Fh!k6ZBIVtInBMU1DLj(suPP86WEH#E*7{gk zHQv^|qf8n)^*8aYmqZq82Lp89tS&-FR9snb?&0Yiz%?YdL14PE`qJk-odV-ks+e947HF^!ZLfO zkg~AP$)&Sf4OE6-Q!~5z?o5Nwx#W7>Q4}N6gRJ%Zxv{qPQw>5P-ybnt5n3IO^{Pss zC8=!H%}E6dN==#2Sk0PsEV*0Fmm3A#vb8%tGA!E$C(8E8TKbo8{TkO<-3neDZ&;^) z-So9>?bMf#m2w+S|LS^XU)nzZ8$&JKKfiyUdbZQT1q&>lo!bHhHO}btN4^+FJgaA# zFTOk>CjvO+GTctj+ma41!}+M$@aEH@C+^`5J=Ffx zs-J7lfQ<~97m&tneEsu8w=Cz59tr2nsNkTB->hBTi*vY=U+Fe zWPaK#{7l-IGrb)OqS6EhjZRyiYbuE8SId@r*S;9^V5s%}0Y88Kbc&vupAKjQ5h{r} zo6*==fKw-xO$U8#qSnrwcP~N;rpm(3LXlo|>>o1>WCsi#>eXI+g*pK>i!}gvaAZtO zW1YRqA$CeqEHr7dBA}f&27dvBISHARO&gBrUWdSa=FA!DBUN#E0)}V;L6h1yL*EJ+ zRGYSKjgs0|h+GwK8&Nyq4r>^s9=E^xTAy(tS{U~_jT&cfzuRiTMrzsBAF`T|060RH z;ECPuzWrX^W@zR2bhF9DKhYOt*23yrgAc{JBko>zOhb%nXjF91U+rM_i-{q#j`657DjAp%E6Z}$fU-cI*lqvCYTIWitv%!GTy)n zGN6oJU?1-o+bzACA-bd@4isLnoj3+EX{A-D;CXQE>&?;Ri4{dySSNKuu_uPRf5NRn zqZTV-vWd-@m&R`8y$wRj^a)Z#d$>VR@ea&9It}HrlarIE&3I>xAzI!ioY4|_CI#qQ zsCW+;qe@s1Z5W-zu}S^A*M|*sYYGr+)a(v})#Rs7RiRr!z#c*_k`_b;+R)duE?Vwa z`fz51d28>=pq%T!CI9gpaH8#Suc}yW$B^utoD^>Qhg#ax!uRi0h^ZnvM2&e9wK6SR z!N=bizyE_32!$_$hSSYn*VJr?eL8>c+(rNsDoTpH?Ma)Tk)C;OYesf``D>jrR{*q* zlQz*zTuD)rcm)kHnBwgG)Aft;Jc@;f2paM~1~Cb;qG011zen;RnvgMn6u-1pEf~6u zvo#lqgw$k?J(UPGjy+H8@J?ZBu?_6QjSvKF-_TyA@rCz#QYLmDw(C)=WtuCVq@_Kg zwDF93M_%A+imevY1`;3k)AAzW#W*?`6sD)7;`%z`$#&7H^=UWRX;7=VlN=ot_C6L< zCGbtLpv3B3M?40ub|6O`EA}hAox8yCH1T_&IgHb4tJE zy*lB{1s5t1H6s_p+SWGPaP7h^YZY4>yzf{YxCT!TB3abVD%=@c9Gd^Z;8*3_aroHI z<+j2HFVQd{1hh1BFY@y6FvmZE?2CGV7ynksPGc+AC0ahynafWoUB;nt^DFAFHrEGPM}PUk-! zbO)-rO=VRxTwFxODDz{8<#F@P?{)tKTE+d6L9n~KK5h4Q7#ZDYj)i9pT*N0?fy=LO zAcSBMI2~ZC1AqdBp_IN%iD?gn4Je8F}$0Ep`k>Sg}$5Tl%z zFYUG@L1Q^{?wpmbMn*+zw)w`yS__#2iVF2CeLw#fUp~u%zak25)=XtYwc}uugH)N*UcP#NLR3^E#3O->C%WHl;<9}<2&zZ#BD~0j zKSOcrFk=$A5lcS~TTO03Rd26|hVxHi7U%!IgB(UwBFAd6Upf)gf^H0>8aGhHAx94% zJ7z!T2kMUx*GBLEq*NhB%6~D9pfkGR4>O5G*t1tSZgeiArt%)6k*?^$ zlBfLGGrO_N?{me)^FC(7!X)wmiQR`W2&0jYP!!oAbxrx38|BC9Y3^(pa8Yo2T(z{f zM|5*$*0VMI8-@vi~Oh<*1fM>j-!Y^O! zducFW7T)9KK0B#{-RNb6Ssipc;QZMWO=`#;3NE33+*V#PqgoMKLpTPU7q&ZfM~$}r zwizg+{LIwi0Dr@CJ)$!@P;`LyAghNUzdv@#(>Kt`0TT*def&4%NqbF{GigVkE!(Ib zd}cg3Ca9TnD!6n^rQheh}gaU-K$1^uYPx3X0Nd{b3>ELt>=oFmE-`VfAD zQQro#rF`EW?et1ExHkWuIO{+yK{q0PZ?p3adZDf_^XJnmi{sYYAt5)Q{JQbT36GDr zHq(@Y%8#_vZyi5*rT1ZmU>4K|@aUpDckkGF;)AX#(Lf-p3@-@7nX!)TgN`0H(^I>x z=IM!Wg<~XCF(4R@qsX34pZ?>On~~wiSni{;cR^i`s<{=#57$?gHe=2iK!qd}L{7%( zF=D1k%aQPJ)U_{KU3m~yBt(HZ~Nd+wK z5k?5DM%ejoZp;)VjM>aPaq{GfoLRwylNE*&%zJl=rPB!iC@nfe_B{~he;d5Qz#=L( zb_cxY%zqoi=>n8^nsEdGJLk47Zx=LUUE8bN}|Zi?2C- z6>*;)!5_LVc}UD7M=r$WMwwEoW)@}nP2UDnoS4VVaBnmRyxY;q>BI&7N;@Yg3CK<| zt&W>qnlz)^m=V!g1|fFvX3X3E#SkPIbTpDINvY}w=K?Kr&ezLqB?$(EC4_F#dB@?A zu+AA#@UXGS$;l~XFBsuZJfXRYdyo>VAAIU(HgOy9qJkgY3R%wa!)m>d<2X4m#pz~Z z5^j*gk$bbE?C!JF@a`MGzuC9C@)yX~+D{JD;G_5Iv^eXeN}Yz&nj-opF&CpKa&&dw zi`|JNjsr{la|6WX0>6qqNb5Olb6Io(ND{U9C1=_*>#s9?p7u~z3EQDxJ#y8EJKo<7 zZ0|bNhe`hnk2|AuGit@Y1LE)gx}L~ly)7a|63!~`l~IdSWTGUesNvAbl@XfDq4@(> zy&I1rO^>>Op6h_xj^}5|sciuI;+(H|B?bN2h__|Nix&^s7yb>qAzkhYI8~``&ykjc zc~p@Uvtk^u=?fzznrsPy1X^LMc$U>^nCW-#4h2_JlxAcE+pjwJ6aN)Z18~p7*!k{_ zYX7+%5c_t+4VD40mRa1;NlW(MfIZuYp_3H9Aa&@RIPLom97q|nOT4O~$!k3{&6>2t z({oJ8fapDWYqbyD5JC>jS^iefK7CH~{34@K*TxqXPvh~kuS0C~iT(`!T5z^VCeZ~` zIS|AQ9)8BctA)Pn`}&(j9HT~>eBug(P;hAx=1?3KF--nZ$JrJ!E3lZ6%7#hdix$Iz z|cqH*;P3ookaRJhgBXu z$&i#Qhx*M@Jv85QMbJNQAhe5#n}JR_%1Exh>`RBYk9oW(IV!LbLAfh*q#rk)jA+(G zxoGmnyiQ{t)$$MEwuteE!n)lF5Ecy_!c~AASn8qxqxWy+wmY`R?>@)Q1V~L|XFP9k zxV>fXugrRf+9UUCS`M$)DZeotAc)#5fFi88wmeY|;j}|GAO-_`>wVHT!YnlJdW}5b zv2^Jp=9Q6`F6||euXueqe|SF-Otc%052oxtAu?zs#YTY)GHc6O2X!(f>&CKz(IVbL zTSKg*jOdK3vJ7%~W)}?Usa2Vdh`%CDs(8JNf#VlN-PT(V9-xG&j)GySqN@6USS8#~ zdG~aAVsa-Z8vejY{F7FSK95q8@GF~sm z7;4PKX2%9r>jLjJ!{-5*wKT!DzHp4jp^i5s3D^h`;;b4n=+#lR-%pq)d;nB%DjO;mjR+2oO|e! zHFiFe(uPN_`HGL65`0vTsh%x>kEzIZ?cN;)ZX01sT?E*JfFgd@pfHWi4U9Ox_`qw} z4H$F%oZa>K>q%F}=Z;-|7msU%12KG0wq2Y$W6+|-?zIPt)21z~R#H<{6-bH|I@-K_ zuN&L?y57?QOp?ZRbA9zfEnJ@k+o33EVcx7v!zePO0Q_eJ1CdMyFbpWAIqvf;YgibA zIZEziC`38MG?@l`36;{*2Q-J_E(MLr{NFj85lH`SPMCjql4yU{G|`{fdK4_Y*WTR8dvY# zz{wVz`2daq&sm0cX^jK`6cB}mbT@{3)GXn8Z&R0{?xPq#V(>0iCmwP1(=QK8 zDg^u@DPuq(x|YO-dSfb6L`rHHNFg(EDl^Kk$+WC(!v=eb|=E_@={r{&|c=J_*hqw%q_{99< z)cc@O*`t_e-HE~!z=Xn()ukKF!07r;Otds`!wB;OldpuH$j z>B6W_%xj5k@UZ|RZE*3mSKfGctOA*$HGi&ObFRw>amJnKKeM*A>DT`~5c(HJ3h{;V598xr1vm z4??k4RxNelhL9Us~4Gew_DkI>M_$zonVo35hP%5oC2)WN=Ii8?MMtC7|cNk!kKqB zu5-!JHSO`hT&XDcReS+kQmBc(IBq*ur=In$?=nIDnGi{POpDWL>d()wG?9@_yXRwc z+Psbtpl`HbG@W<#u>^cLwR85u_BXDdxUlRR(OY%r(s6@)aHyldve?ozi483PdXJ^C z=ReZ23X`>;A9-CG(!Y#5mLZrN(RaqNjt$sIGxM z5msc3>LO!fRmtCs$lIc<5sjnF64YHS-t4|Kcr%7(+o(fAYdkEWmRr594Rdsa9fK)yE#NyGs}q+L##$`V$3o& zrw@xM%FFkXAcdw;?)AIdFVo{ngBHN3pwLgaVRME#Z?gWoF1~*nLFkr=2#|)byh+|P z{iF6_U7-QOq_zL;^%Ak=7G9oV_gno*C4sb)kWVg?Zlplxj-+rx=p6h>Ms8R-fNBpF zUpep7Vm~@@BWxQD6(ve;Ylf?xI(N>@$S^M#xy6SB#d;GJ92Y?jwyrFdFhby(vU!Yd z4K0oA0Hmakiip6MfDyc`-6>2j8)j;%W1`cN&RsecaXg{ryP=ooms?tdTxF#7y)~uj zX(lmS2aoC5<^kMcKG`%}WuP?%K#79o)ZjIQfa)H?So{JV`r6?-kOdvCuP?heZ zb6?PaS?~{|x1@d_lUn)W#S2ik%j+xVNlFLkGAAOyI?aSg58fP;tn?MaSrl9&3Y++i zk2s}!$ll_x!qp^xN)-Y{LdGCMk)TwCEU>Y6*kh6>l3_8g zgz7?o47^yru?@D68~H`OhsfLDo6&3SVy-VLM4qB>9>X1ZmP}0EYD7P)ZK?2ffPTtn z_rGO=4jMavI+p)eNR$pgq&sL2A*klFrfE3gPXZ+6v~+q-)9+u(XEFWB`BoWf+OGshLoYKg1=XP?& z*M72{;l7#@Y10JT%`f8@w_n%~o=98RldO^7k$W*IQ=-!v zHR|r#%|rsHM&J3Fa>EZFZZG61axd6f#;+ej<{kPD?MHaQvc+gugWyZRHfZ#x*M0Ng zcm8I1f6H`d*iEwJmif~OPU)t#yELahnIR()P+i_`F(&b{0qqLsikP20bmsB&?Q=U& zw1L$nya%Oo*mysK-(lncTc0E#eYkUM)SSY5wa zx3{uaa1Il6?WOxFH@}37$jy0OJr_t&wB-0eL9}SjZuUhd34bDKm^d*r@$Z)ApH6vy z%Iz!i09cxvhgWQ|){8>OUoFiFB1QTQIX#&6Gs)Idu4N*?hnmh_f^n1%iI-*P|^1BA}s)Z~c&OUv^Ev@Iy_~rAg@S z!`}>HqA$;nz&8*I9{2y(v7SfLu4i5!S{c4p>1ZMyMZehz!7`Nx6j;5P+99*?e7-sT z0k=|_H#ZZ`y^bM+6=k?H`UVDyRhkxbynzg#iV$&rao>i}N>%18!}M33z)AZ0bC%PH zv5vqZIDxJ}q40Fv+K)NC=r<-cxrJ4pMW1%K!!`qWhcO}~Fa6%BqjYEXEH!@(fC9_s z9~Mv$_owuqaBSqmvrR(>atxz=8|o2NMBbxH>Rsit*?8p};FlG1emAJrYLu!8ImiT6 zJc=cm7to#)a~~FUt=8z)ECBySU7{NQ63jMXP6~J$OaTT3J8=mwgmyuS-Ac8E)q+Fj zQecHZaw>Om8^H`bH7hc#styO9Kqinjjv<9U3{SZ?yfMKrV6Tk5G(Devvz|L81dDea zaX?Jh34*jy;5$E7kscxyHSv?Wk0h>w;4AB8I5a;t?$tJaR5V2|_vpsexZN{R)5R&S7o17tBxC`qC?;2*+Vhk;dq~A+Rh0a%AHuN zMJ_A2*XGqTc%R^X-c#3`=+JSD2o5I0(T!k;t4K*PWV#OuCIQ+ivxKt8NJ^|lQ6lbw zyHy083IHQ=Gu&cv{Sv-~-?J4gLQzLCtbXY<<*VLvXz-1A@vssEYU$OhnP?D!5#J|x z{I%ZuPt`!O1MN(ux@Jh_J@G)=TvenD_*Wz=n#eZ-(c#nlPoi&xo|hnE+%>qGt+^iz zoi~(?LQSa(`sZo<8TxzO_D4OV) zLZxdK*bhf`8i)QlOPM@l#!e_l(LnE5;514e zz?x4T4zPIb!}XWapFpu5cX+`m}LD?^Bs5xby4zB7m**Um?!)?yQd-r6!Px(Pv z{kf)d(GfxBf$`Lo-jf=Dkr`5R=2_yet2J`9ilV>Y#oE$4TnKi|SkI{T&+Xs<=cwJ} zC)a3f7o3TW%}VK!ar+|kckPHxzdB+lDC2aQ4=z6^$59p*P+T=-Y%e=4xglaEAUzLU zNEiT-n{oMxiPLfSqRSLL9nWuE-e;aj_LM1+@fwIeq?2H*QV13MCYbL+y4jCyLATHJ zRIjclwUV?mj-2e)Z85dZVA@D#8nTIX35~DdC=?7_4`fBJzw};qEpcbiSe*|w(jJ_X z_P~C$;)1K@Vt$@nV4a~_?sA{twj8%@9$~j(!`g8JwvK355_%F^d-_G2*|!ymloM-Gigip%ev*u z&1vi4vL+2^F8=#0swtrc=B>y4 zRZ;LodD77}d^&y}2G)&0%-r4GGrTkY`DYgaJ>f-51sN7YTbVe!YnG~YhKhBCCxs$g zf}|t_;fMO#n0tEj=1p_VehKt9iTlD|p>Yk{*X@a_g7AwuEoV!se>H^o_wdp$y}S+` zKjQ?)7su1|_o=k}8zkZ1ugj!gG12ns+oMNNeoR`=GpSQA)sLNb?)vq15;JLc1d_&_ zf*M48G~o2DiWK^UO}nRW=yIebhhn1;nc5~GU=Ub6QGgWT*(46o3v(f0lEv+VX=Fp2 zUSmFk^111T-(PpbF$a{1;mirm)D1<;DMLS!;F*gTg=EA$P53G!8|)q)IPdK4uy5gc z#tYC0r3!8o*K{R-24t_d=iNvSwBV%as8yxFuY_=RqG^}8NH0ubKGA9FjE$W;dfJZJ z>U$F9EI`4Q*s@K*v&ez1E3ss22U{*l01+?~fIXwHepB?Lw{IVF=TH)29^Thv@868Z z9`Hu#$|HgT1Lu+{avsaN7p@>WS%M9M z7m9cOAu~_+)t{T|9q&D|8Kl?(6u4ch^@$|2wVp5=ET<%EC48_KBVqn>pD* z#4K7E~G+LYNv!sj0!SDsWVi-n{v%o92XFZ6<;u?2upw6o8HVOPocagO3Q#V*(-t zDKnhXNH4rIo*Nx$ z_X!bca@1C;f^7XtDC&jq2}m#Bs(q;E#Gq%y`fs{O2m`=UeV?|JJ8@<`HK5r)1TYCq zvRf)YzrG=%3pD}gsXq!A5MKTQnN&r1e>VL{*qs{;2Dz$cf z?i1UMzMp`fAfbqx1@&0GMI_YX6cxa6qLj{{Uc#=KDzS+1t#sq$dfD{JqKPeYI|$pK zNlGBXf6`mek8jYb(rIl)K}1tCqD>QVPUL4(F1OOu{64!Tkg@!V+yi^ww=WGb0#uh9 zQ~|%R7;cwLcbMS$la?~4)#I7L_!JJ1^0$TK#Sa77uB@G2t+n;{KKeg+UjzMr_8*2i zfGSa!TmeRSI%uH+eb12rb1mv)kE*F}r4utOWqU^_n9>#u{&+gQ znpMIl!vta6-1N#Z&U%^SM!0iQp|}EKC*Asm&Ine@%Gav-3%RRD1}}6l*8957>m7|J zv9^QR=09fk9bUhR6eKiy649Q=Z9T(P;t9aU4kaTgtd6u0Ra;X*G# zN+ZA#%pWC?$^+r8q1ouwda10gnlvf;NsE=srm`<1WGh%6zs*DdQ%LSIt?AWkd$wvN zqbvzxlg=JkHB0GaUaNHUUH3^Xa!n{9c35z6TAA(Z?8>NtufD?7yv;v~A9_ zBY$=jL!-ApHso#cesdR%ns1M!a@T?TM=Y)Vi^w3{n%K4Gk4s;BC8~MYlwdf`i56ou zDJ=O8VtpY>nz75Dxet3jgbCyh@POM6!-fpeWoRnKFPzzd5Ucqj z2vdZXEE^Cgn=tFN3q4#qoUHb~>uw?}Tp7kkVrmZd7D=_ra}}(I=2qbRW92dpfmlsH z(-e|`7&ic00%Hg+!j|(rq^InP$0;fIb8`ixL@}DL(##P zG&cOZf#l@dr|zwuE4zAXn{sre$Yw1$=pn~ z5`X+ScBdGTi<>HAXBml6`c13}B)f7EIBU$#8KEFA3e?<4-No%LrW*ax@z1-zmU-xv zMx1orSMXP=k*p?`vN&)be{=nY4U^)ARb+G2gg?U5+u%zd+M;dSgTD>!pLX89ZsZIl z{X{cHzv2-BG0Fn50nLoZ48x3(5z`L^{-1UxaU*C8bgMXxD(D-2^JlcZ3{k^q#X(*c z@7UDaj&@;(S3qLp4!{iy$auK$o#S(AmHM}td;;$*qRl_bsIWlNF*j;uA6?g zl~wLIWi!HHW4X*{`#dX#99`x!fgwA{-iWL`9NZD8MOD5i-M}dj2(Fp;7zHbp_`ZGm zD8x10iPJwCw&H}ARjYJD3uBpV0`l^)ydIZWe*F-%f95*(W#`^IW8W>@3wm1n%DA`L z`))8({|A~f1T`@oW6*qMUHR;qe~*o_hEj0D>gRD@IaA>sIwJ|>TP?fFnPR{vIs#tL zV{9R$UsW$!Ydeh5q##xcZt!5k&i|d7dSC7wV+js^W9s>r5EgL{k_~SZb}~w3utbqh zQ!xskealOka6SlxF+tOhjvpP7&TOFsI;yx)(H-M$^|0%h>sPKsg?EFdF`B8WXO_B$ z{XE8O7Bs4SU0|dkFE_rq>sfo_de76mJ!UDL&`-g*2x79sgacZ^>-Yh6Z8yGIpZbZI zL{{l%J8Btie);&wkaUiMwEPqRBiP?lw{g}iZQ(ydS8$p-H3oYpiaO0OD5zCm9W0E0(S(PlYlhGn^5X3eyV{yJdM+mwR^!i)FJ00pFHi0|eWY>p~d?xo_)r`*j9qkqU}a zJ-{^gBkd)#p8KAs^?ig?@qoDkatigC3F}+Q^mF?3R~z%Psdp&!Gp4+gUF+BP06Dj( z_dl`G3NEnFCBe6w%g~N73&we4pVT~we^MJ9+2^&Mid->5Hmd6fI8WrS)7y}NJ&90z z5N%O69T+@_*&^qHwy-4bJTeSkt4)jsetZ0^!AYEj%QE zesK*IkjUHHTkw5K-AL+avh1Fh$(+{z2uCzJj9cWy^|1Ip?8jE0);{c-7qWp~JF|vA zgV~o+*X3;xLk(VzGFzg2U$u0fExQRgPCrJ9vNX!kPV){f3u0zVi{)qb`#a_7`i&bW zD@7-eGUZKDLmx2ZdSEWPH74J#s>hgTLlnd!l`Kn#P6h#aqYVjk?75Yj##C%)x>-ZG zRiaQF(7Z#rXetV$jjl+Ts1|XPdp>b z`1`Rdr~cH~J)*V|l&I^dQQ8tTDKzQw$e^e%aGrPQHD4fok1k8QXioFpf{Cpv4ZXB9IJy`0iWUD8 zn~m799bCOM@39o#_<4A0b0pPGTdY-ZRGhLur`u-fXXuB@GI{|;fA}yabcKFV z+xG2)7|}oNYOu^VzQy@3wVgY6rZuygpS8W!kkCJCh+y-ur$KQOqcsscn@FUkG=AY{ zXdx)kU&eWA_Hc|nd)A+WD8p+Sg_#&K(OL+g2*mNQtIpT=w;`}NLb@RU(w1WS*$Ct| z@{2X&R&yRdC3axZGN>Z-w{d~-G3Kfs&b`~H1|A5W1%U{BqNJ)8^n~jB0fP$a4WI%R zK3TRr$)z2EeJfa@eW)&LsrhtqZ-f8jb8nZ^j{J^oxZ6A9{JC?iwF<>Z+hdlApw3;{NKRa(W3>enL)XSQaGd7e6aVhhidKlE z?{%{Hz?eg7`M%aE#0)C)of1Xp?`7~!B{=$p8r!|L0aH7+iJaDFw9p!m6oTaP6&fR0 z55LupQvhbW;mlGGkM-sLvG6{~oXL>DH8eEL^P+B4{1Z}o+^6$u+bJB1iM4vadx&9+ zg+S-D_OKC^sNR{nZ*p8&PkJah|13ptcDkw8@7Ciz55B>ldw2Kgb%r(A?FbcH4BjY* zjz=$fa(f2-=)vAok$to#bcpXSG5ni@yW5OU;{&P);liTkG7Ru~JtQm`m8A_%FUJxA zVyNXFLbp(ei(XS#S0^T$3ceSW8MHzc^+&*6who}m#%jN!C0>uy4tbr9W=s34J&V1V z>&LChg(wC}F7cLUE7Pkzu?rT~ee1V!(V$@vSR8hJyY$P7-^Bpp{($j!9;CkcgZH0c zkSLw;H){`7@eu?Z`Kw_H-7T%k$2laVx70U+u27J+4s`H9c^eO##TDxl*8Z7Bo(*Cw z+~ZMWmz}G4tx}-L9F1%`DNzDlj~>cM4|<)Pru(ULl&ehc-X36)rC_`Z(vRC`4xnYy zs%f&)6|E}N>aj-2C}^AWX{0>8pSX8(k<7+b!{zM(>r4b3O5CE66%-WK*c~ux6fdIqmd< zyZ?CBzI%M$l$=S6mVHUw7N<0;r)%G~&Ng3KSq3Z{XXk8f{X*wTlaNhE)64hzqz@cE zczRs!&GNi+m#&901Kae~sO={g?x7|6%L(T;H0x#SzkbDXzkG0ezj3gedFM{p?6_zZQZu5 zvduB(>~aVMyQHS%cM88>!X1-GMu;V4Qo*?oI%;=m>xZ@*ZG+D$mAmL~33@N^7C2wBuwDFK{-Ou){smoxAkDPR<9}fVNrQz>5ctNmU zi&yKI&+HVLr*ZRh#pT;l=;E}Qoh7sxHLmZVVZ+{~wfy_nw-brU_h!ucX%ac_cTLP* z)7a}9X0J)a2U_jc%(V2!LJ%QVEIWrmtv{q^W(OCp{kzcJU1;7|gR%6=nqMsPmy6v~ zpXReiqYbRLs`oK_MZzWk1^Pk=sfA}-W5WkahryY+p^L#H1G^o^-@>cO#6L~N(&pg= zNPeqXMb%}~k5>QZNCRW3aSw-Zb3jH6Bfo)Ad_2GO#4W!9%Dn=w0$B2JNKVY}JlbAu zz=G3Z$2T#0N8yQUIve2EN-_{OF{evB`L(tCe(c}pV=nf^d>;#%YMjy5jUKpgxt9R- zV5hSGFmuhh7mMhY-9+=3o^DIS0Xv|GL#~}ijff1;YV255*+tMkmsoAe8dLGv1&V`D zA)}3iPCf1%CZrvIH{EDMK;4Z6V>2kI1|XLdE9AfbZn33li{i82op+Z2!;5BNLbG|9 z=1hQcHVh+sh^ip*9dDM-@wO*$Vr>bt$Vly|j)O+-xz^n8GTd80x z+L)hek`lc_)L%5_&%=hQ5hc!NHJkNH9hf+UpB5W$HUD_LcCgC0Lw$-iC9}PO-)Ifv z7dd3c6*t?y#+S=k#-$^OHF-(I;9m#CrWqwEy=mC9N;cB4cPArO;c0$SpZ(iETpOs| z*ti}Qmfy^N?N6>)tdp*{kBaJMUzRe@K{kWghp-1As=wQl{yMe)<@$@g67OH^F=|v@ z;Isahztfs(gU$!J%<4LPB@?Q8lj*fJsDPo^2>{Is+r>uiYj#KAQ^Ahs_8fYRHf8LC;RWPUwF1AVr$AZipBnTCBf`8hY6CyP7D%_gTK4kjFa_LlC(3LgT1*)2!_=YZ&r@UGNf zHTL4NpIX`&3LecP#kF7?Aq3rmtJX07+;2{pc3rjf777 z>w35TV~1tBX%6{Sna_nGDB6VmxBZXin574eZ_QMfAhTflU$yhg@=W>}8_zhgVp z>;z#DMWAjmvKu{xkrDdH1G)Wbff9996h%RRa!qCupqN3>NtGV#|Mu>@vL&WzGOR(q4AlQ z2XRht?AZphY;ocjvY69|dj7OQZ1j_qWk;v9QRw3mr^0w&oK4tnFyY*sO+_%$W%&cp z&vHa|C`y$nKS#!dQS2!|?7|JL2wKVmX0AdOq^A}%I=UyfwzcVKig~`_a{I`qY6FJt zVOA^Qg)DFD>3Q~0iN*H~f%_(cNN>-?#E4&_SQGzYHc0UESp|lf|Tj1MCXi-oR_(b?GA*w z9r^R0N5$M)F&M81@q9;sAsHJeQpC*Az+;~3;jGwQ&)DPCrn~3Y;)AM__h4ReHZ{|` zwC$i(^0yG9(aPHZlL`L>G<)%@D8n+PYsuG^JMj3edjD(25D6!`WqU*dkIOITt@SG@ zdCKqp*5Nw9-e9o!pu6U@9eqMw#cu?vM%BAQ+FP3vtNGPUSSF0`jP-%s-?6FvopgeZ z>eg`)toOuH+zesG8)fpJmq5fqZ&tg%cz<|!b5e}xdjC{a3{}mVy4K@k>l2rny<0y2 zdylnW{!huZZW@L~=y%n@vZZ!mao28HLMbdRv@E`lv8*X1TVEZbH7(tbh>6FM7DaRWyWbdmHMYwI<&Cj_2S~4MHT14gyXFbw zown_%_SPk>MTS4|?SNlKZ#?H4$9?|Jx8OP~GTLqU=Ju(NM^S%mrOdR9DtxgJ5ab&R z80O&)CG}0jd0KVaKC8Gl5SV=XEx_z%@kASOK7xeZnyuJCc7!nY)hwdpvuhO^n2FCj$c3Gm@=Bz&+_EzTd%&m++N*_kYjzeDbosbYI4+S zLN$av0j52N5rWT+x-pYB7vqw$%{+)DR$lT9{g$WHl>@-=vdi7R@C$f}{E*1xnZ$oZB zeer!r=K15wP9vHhkK3Sgr=ArP)22-e4!1QA93019j%Z6IV6K@}VJ90F9w`KJl1zubl zM$k{sEkFBW5iA{{y>g3114uVk^!2N{udgq=G#%Y<0L4R4bY6T#WPH5?8dc3uyDUy0 z0lK0fBw!|qz)aWI5P6ecog8ix2qReMPX87nM)JfWDEJ;y%R2IuN5fq z+c$HvY}LHOufFc=e-GpCLiL^GeHKP7ve_!=GsB^OLYP0zYpyjygNjZf=Uzj%G89~5 zdA0(5*@b&EU#UZE`M0-c5RnP?lrD}({Mo9)EiG?uHu%(8bm{zIL32qBFW!gCPmwiK z&yQ)s|q=SmNWECW@1=fckP~(UV_d+-%r@Tl){t+MK@iZ^@rh^ zYg8Rb6+6*=+FO;0!wwC$*q|Wd0m@xE0ytf=Eh5u--k$#QZ?>m~oLE3hE|e?wQ8 z%mS&hvc_$1YjKia>}a)U(!Y9tZ9hKPzR9~t(W%4SS-}nolo@twt0J_A%q?o@^SR^t zgxdC6TDzEQh8kDS9mk0&?;991SLuriRr)M4?5&ts=BNrf6Lj$} z@#DY9J2Ul%eygEj4j1TbD~1ecck1s4-@)O6sb5N968a23XrIHnl>ykR&d%Ipv+wTr zG-Dq6`*-L`?sDv#P&ASB!s5b1Ijaeg~b? zI}?K0qU}$E>*<`{*m3?(6N5Hgw6*JQoGZJM=n7298-5Q76}K$!q;1ILO&zX$w4uWK z_Tz^&SX)J!ae1M`5fVp4!WR?mb`U^) zELOrsA!x}I`z1RLrBJ~hG{$_IKAsht0L~R?%S8Z(X}|;OJr;J%K>fX4?=DO5_Q(_C zJ6l0@7JVKx&{MBxc}=;}a(#jVr>!F`6(H>v;f{hX@C)Nz{9qg^0JSq_pBCp4k{UJf zmg|+Q_q>S#uwUq98)i@^U@raiv1{%Ekmr_=7If}T4qfX?>nOD{{~3Efhn(XK@i(dj z+@IXIBNYe^Svzu9y;$>=J*g!CQ{b6-u~&~AI@HucgNCua1S6a)W!Iy4S6OI)OQ&Bl zqnZYV@M-n*Vu@bcDJm^ZIk)%fMviGyZYb38XUEnMNyJr0;YxBbUx>v@ zz1ErDxp{LAN!ocw1CwQ`#NJp84lAC2Wy=EVIN+Q9OC1kti$zj-{wP-X9XPGZc8wLr zIggA`_v?nOOHe6O8rPO#+sKB`_=&*c6E#_v21s7b#j>%gYPqq~J8^pA1;Ua_)(!_d z&)M(#A4wuR`_tAx0jG3FMb6mV=#1S2C&PnMDGL}tyRl+nVW?^rL~-ZUqteIjJKm~& zdu3P-eLrk{{(Stz*8^meJW#ak%{h0WeyWkZi=}1s*RDpFkGEQKCFw`_5bZXIT}_?_ zwy39ZvEqNL9a2DE)kyA)rixLj*^L`#MTQjJ37#$&)x;C0s%pL1ma%C{7J)PA3SqAs zNBhOdtdcRx)eNfUf{VJSt3FY`{Uve?6mA~ygtj^1rI4ln%ZbWA2tsn+Iein^oZ#~< zNm(H!^sfTn25owY(traj3lcb;aqfS0O7*9(GieTCp#iT)4wIr7TEI7(T;e!Y1g9Pa z8{}?8_00>fs6SNh;^T*X zNWVR!pwVS2ogeo5Dw9ACUXO*ls1xRp(uR&~{3^P{(`YNBJa%u{O>=P(gGJO}n0u5d zUi&=UU$y8ff*7X{j_Y6NP3bu6#rM^+7L=;d!{$-jcI{-?AhlV<1$bu)w;_-L-QCz!ssb|8k-{W0eY{m{j z1gg6zkz{84=O#rJv|bOR-0$DNd)Jt(ipB0Yk_Tg=8nn9=APBLh)W&|%_u1~9)fvlf z1)78~Cv0_%R)YR^;`B@vqvUQgSI39&mOVCIJi6g$?8`=Hmgm-!7zLN6-tPYudg{qe zU+!DiFJ9>&ibo-UpAFZfHVD*JG1=imMGCB!vws32`V_#;b2 zZ!(_ckODdq99_QV)qbNNCq2NU^IAUf|G8_#%2E|%3b&4HzWLb+jvu$FTIs0027&^0 ztb;@HpAydJczQNtNI$#sB|d{z+nTpJcqPwdg1t$3Z2SG%ahRKJV^+^v)3jp)?z?&E z7$`h5u%}28c0RqW=B}rqTNoS{Q~nGcIjO^h{ST)6wd!vSsF@4<=%pS{#(Ah2MX64& zb+n5#-*CFeA8_f|zWw9LwL=nRyEj*59wRUXLxVfO;C@`tyrx;_9o*;6O)t z>%y?g+!@P~sCpLeaB`OJTLjj7_0P9(b{@AeOoZ)(#WqGghde=-LBl`g;IV}kUT^R& zZ#Cf|dl$3_3(7P-9AZHg>96g^k8g9V9JPrxT@SFlqub8}?w=br&Mq&$PupQb(L`Ud z3r$K1D1!Je>X`bZwr>^o=h#Q@&pHeL4trSZ^){e|thgal?p1VWx+0b;36^IW3azWB zu4Gfzp}j4`C?UR`X>C7ksLl0#jSZhZQ*PR{vdu?iC(@QvkqgF_c?fS4KG$4kc++ky z)n@u~?tJ~@lq|T*i{d|NlSN7VG~A6T8>pJa2|-OwmPE>YHQr@biQ;GJE+Se`{?f3T zJe>Hw(>)R-BeSA{hWg=Rnnfc~LdVQ{MGHDAvppXw1_T*(o*~$Xg@$#j6=4HL+2k&m zzWOn-oo90Y%cNOdc%lyhRVvse=_Zp%+!eYgzxs^;fQaee@Tbg7z(CL$vG4&q-9G8` zn>f$LbVcUoaxBdb0f?wTa`a^Ue#$C9&^$&CATiT+Y04KVTdgk!I>H)gTjfK2OWyIq7c6Yx6mP!TE z*LXl#3Uf!BwC&Jw=aMon?OIigYUiJj;V{(b!J?5l3mG#$ZN{w2)lWa^CxV2t_GSlJ ztdOQT1yKI)HRX%C*|jV@+3tk0;V=(MAHzk7w?9v*UN*_;AZ;e&p3yQfVSPa2i2tbS zK*|M4bNe5Fksq=pphY1g*CZI`+Z$>V80WJIxZo={H`NXkCMd8@47FtR$0f_|RU725 zFKKZxB*|bcX=E$3wF#rdMx3UYw`0?_5S&Qt=opLJ6eL1{mYqqyb)Q_hYg1^yx6SPL zm`GneO0lhj$;nAiv^y_Rgc+nyIdXhj@;e2E4p+ulTR3%+Nm2gB@=+4?HI%ULDnA>% z?y5>m+3t&DbnfiIMqws3st8VwADM^ij*; zDbcQMgH}Y`=V={0R~EnM#aO4yQNvz*e_8w%`j)6+glu~3_s@0b%A8N#4rsys-by^Z zD!iumd6&9SG!QH4dDG6_T=a3)(53%$Sa$d4p(z9XIU`K>FDg%=O=TMTeU-<^*+(Yt z^mMpVCL{uSx10`MQ)bxCXQD4-hwO?W&u(06@)D#6*NTUUcNK&-*>D%~G6UF(CZ^Z$ z-&P;F=A#k=B^sS?t3-uI--Wnvn3*jF48yY2fseS9jPu+5>`EuWF^~$Ml=ZGvtO5s2 zK)4IvopeH9eB3d1-jd0WSw9OT#cQ@AWZ0yAfSuxbQWpW1I=r4gcN-}%zTO7JwDK2^k$Y9Y90iA-V*Oj}mgmDz3U7g3SeDTp9&K1_6CURP-)5YhQ3iEp0nRlgR59AD$Ap;N!wIIYX

      99mGWs>KS zm`aLHQm)`Ni3=j5kFjiQ_P7!8a318&0O35i^nobI!-)=Dh`azV9zB;MjqfKm)GZT* z0!(ZA6Oo(JYi2UbVIDZX%wf6ngR}ihP&EHY?voj_}Go} z&idWnb2dStGq8fI^#z;(0(9r#%n@B~@^_OXXI%~kfd(vSfy zik^tvQnCM6y#JT9yRoghoG=M$DW+j=7XY#+UcvS zWGF*&_E9_-64FTO5%)oIy_g{;^@#9Mq_d(4+G#L>h%b~M@wvlzpdzl9ee7TB+qG{m zV+NPJnyU}Kin|E);o=Lu)#|ko_=}k{^_4}GqaafV^QK*y7w8c(m{aq0`T4UOW}}kB zcBx{lQ~J5IxzArOUDK+ukQ8vlkUQUeVFO zWt0Vc&`2Ip8HeoOAAL<_^!#aUti2xP9-iOml#^k#kr=z72|*RHxbHo)>QYUW06((r zT&5NxKoC0Sy-jrNx{ErKEs|(!d%C=zdgHzjWC0!qEO|LV3^+#{N>-GPfa~d@v@22dtn?0&Oy(Pe=P@ti*oZH=jM<%Ab%u+L%8p}~Pw@Jz1 z^$X+h_`TFQ>Q`{ed!KL|R%))HWpRYHg+l*4#a$mhNy7^u1Qq4&usLqeNWI?OEdnj& zN{H(w8&w_=4&w}~KLpt9RcO059ZIx3E;h?Id4F{I9V$xGn)lsQ0u;y_5|p@|P=v)B zn@9R|4b;n#Debq@ggwLpErDEMat!e!g{@(uW z)ALVDWJ-cnKZm+#7%!I?yV(z*iQ%Fl0<}!1dWD^EH`6nI8(7tWnOtAH9br z#gFMQ#Y%#nFI=SyD4}y!Bl+E>FX@+S1BOGN~X#aG!pMkV{B? zM|Mt{8hFa|Rd%13_tzh7Hz%y^J7jtpm*-mPc%D6a^(aaL;MUyt=VL$IbpkrLbgzb- zcAqg8K~%`WNJZ{dzw6BStC*xuDZNcsh3C*_Qv=&bfy)a+)<86)G6Sv^9eDHR)&f<| zNm3MzG*hfnHM>J;E=GDhPg&Y((l-uMnyIhd9$&3MOwxJt=FKj>PKYVX=+WDzyiNXZ z7`0%5h=c>F4;dfog2_Y1Hwh@i^x@KOAr=5-R%HFyefwSb`h%tI7ZtBzuDEFS&mnPF zX#{6aXro{8yjTDJJuEb;%y@Y2gI?{tcfM?od(dM_n#okhQk)D~^U-Plv$y&x0l6!< zB_|1^Ayk76e!;;YE@v-a-lwiL!W@Q6>F?e;O2Qf#KeS-YqF;R{t>t-Z2 zr+^M&pm$-`okPs^$B3wR=%Sop8cuUEKoqryBhk4R8Z+P1Ja`(V(cG+)4Adu6bIV3a zyjS=QA>a)-ZfUgIetd$9OQ&NvJ#pl0i5q1Rt_kZy(D;Y}TxnsUxpmug*|E8rNet_? zP5|y?&?I}%SHht*aJe$C3BAG*IE~{0#+b_>0CV_%HJyoH&G{O~6QU$)}`7fmE;5Z06fL$q?(HnB>fa3;o29>s=t z66nC5j>gXk^K~!}QfXsD;@Mi_ce0j|RtF+t!r{YC?4(%56dXjTOdqpyrnCvGO`LHJ z0A3%*eo6>MiZkZQ%Oq-2w{R#8LfrITgpD4*7sqa_R!!5}nJzr4lqt|rFt;^~ED;L5N{A<4;&ssVZza+I}a zmZwv&IiUmUYEnJtqh$q~q8Q#0%wn{?rz1cu1?a(f7=uk!-M%dogX1D@^&HvP4L4Z}lmkH1 zyOcdLagg;j>u&ECiwhui0>T>SJ$vn;KPUpj(AC<`_N|1pG3yE2w zM9R##WSjL)MWuQ$D;)Hj8$eB|1xTxAyCh zYAVjCb{!5xSAq@lr% zUYf8?Zg>V&_p5SONIHml#&GU2N=G&eDa}l5lZRQWRZgsVDp+gqdds~e+(r6jC!Z-@ zcePL93u@>*OC$=~8uktj-gFC_xN?~sN)?6BT6|I$ctN~>o(WXy>1;k@Th&dD2&Uly zE}L+3;1BK;q=xLsD1KGI-06_W`E*6w%k) z>9J|!Mz-PDBaE4e$yf8lx7t@3Fr-6dI(@oV@bbjbfqP{knJEnVP#%Z4w@l7BbH;<} z5uYr^kT^&TX%AjNxX-Q^7hf89Ua8*!MO9p6uM?QTU1|JffW7b~ghuyG1xNVd&D001 zHZ$iM8Y7zL?BOAcvRwcYseV|<^rgP<-d)uFS>!sNa3gXkPK8ErA-hFFT54j1EUdUm zRM!%TYX5!{!1oCbG%*H+cgvRLfBh!se*TURul>ZG5_+w~s&cf>Xt7)a2_t7NudPjl zoY4eE6E|V~dN$_mRR*LLdnO$jK_r#S6XN22o~;!uI>svG{+>KpC8S?*4gH4$ZpYU% z>cPPTGk#2`(^%twBmD>A_Zu7AyH`^3GLII+#G4zel^U{l$eHyowbiO~FB!u89Ga$? zsi_eZgYVI8d-P}p@4TU5<~lvXK6qPJXI<{|fto9LI$DbTKNL?U1@knnu(;!5Yg_Lt zW&0FmN6|=27jH3|%#bW3&-#oqtQU@{`)4t8jpu-RT^xd2GM? zZOQL7vo1aM%}eXH4y}qD>YCmbm}xcFCE%87g@wdCwYg}TjcoH!xV+SpkDI@k;B(IYnR_(N>-(hKT>yYY^RM z00*pF06Ltayrk@R?-3Oj|DjqH{kP2G_Eyl42+ZCxxJm1%LiU7uGc+PPDYj7ZSK=%= z=%qVRD$TXWgOG9rVusd3Be#FT90~C#lb7KMdvg-I30YdR0Q2pAuO%;(w9e4@=Ow=B zR#&T~W;s(YMKtS?5F^A4$6g}Iy;&+mi<#L-RVw@5HVoe}m+Yz#TR0By>G<{widq%9 zDOpr3ef<8f{NA0K8uT$>g==VNEPLm|A&E9KMIz#znYnr12us7-<}h({sbd$&4|s>| z+O;c?5y_DgCfum@n%upGeKxTs`h7_q*)DsOO+C*CEEex>j-{m+8IHb<`_6xJG$L~n z4h+lb-S(lkw+Y}zgczFc##%hqum#Gb;D#imq==Bz1@fnCErsZ3y|2*n()nkp`4)GN zX`k3&Z51%FC#oeUXxp4>j~SnRX2|2?%2z#k@gkrxbY`{f%#aUcr_vS!iW0Htl~2{$iCxiYnrjy>&-(>0E1VAz;25Yj4c~F_ zoeHQ$GmT$`Vgbl1~&l*atdt6U@VpFa6#P>>rh~l1H+E_zfc52DV-RPU( zn&Tcu^90Ri)PCTE zOJo-VItCRfNzd~r(AvGGZ>+y;b~623&Z!pl%9fuaKZK}HFRlpFubH*-k*^&@2KaP) z*$wF`0vyPiH)D7S?JSo7Wgt+@!6 zAdl6kbA6%;pZ@1y&b`{swAmpOSI!?@rQJFW7*7qNEj&3N1z6x5E2~aba-t|9ByH`T zzArzGn_zbE-FI>~T+p}7o{P|;0IJ&A-J)8UAee~DC^f}1>V20la;!;{#Tc$wU9hw+ zhn(%OYu3!tL*r9Jh6fHX$pUQp>KEm)#V3)HUw6Eqwz1Ff?t+$a1~a|yb#)xGi>?BN zxrUS9X`&fEghu0-0aF%!$rK3&v$GY!ab}pBu!0k_BInn?ZseWRTnO~uv}H>+1+=0$ zX&Tk?Lj1XU@RDUw_G62kO*d3T-u`2l*TaK3G0<1Xve_Q#Zhx3wdy2=CpU3!pWU7sa z=Ch~J-^Qc9+0)M~(#EYtA+L<@D7^RQZ}Uv5zK%bTrcLZ0K4HeD4ZFu||3iz9lfAqA JwC#$>{{ph7)rkNA literal 80383 zcmeFaby$__+ATiCE-XMr0a26^ED!+^OavsPr42+HrKG{aMo~aPx*Me%MGR2skXGrG zmOkT|xc1s>pZ)EGtg)&#hk$T;%$)P5=4P=iWyHcSs5hSxpKyyy}s>w*T41 z?~kndV>iDt+v%E=CHW}m!WWOoGvA*k(g@C5Go$$apt*q#FOH`PM}&5vV}M{E5P zzu2sH)aXuJSPk$%Fz1n0$>-YVWdGl9& zICnW#`}(4lj3KXdi@M4}rBYJfzCCtkCqu#8w+Hs@t>!ap7Q=T;hwOjJ7N7MF>&u;W zym|9x!@Ca@ir87R*rs|4B~SDH?iJzn=nHM@t^&T#>VCm`#ePxBvED&JLBloY-5PF1kZaIcjMZZ1&B$*MapdMQ z>#3aAuU|)<4t~d!YpO-dawtYAS~=2gtWQRw?QmChynoK@jGb|9(#NlX6pFL`BeHI2 zX_*gl+$#t=e0`CAe`9u6V|J#b2iJB{QPE`m@)L&Dah7RqsZEaMAren2avbcGBIFKh zX=!n(r^IAfc88hfjPEF(Y*CueEhMDIaPPRb({%Eo@s@S`hE=B=9UY_OL+|oxWpT*L z$|jpM)b@E7dF?8yt5e4(huVu%yM6c#JuxF~pPrvLEQ()LRiAEN`AS#HgHz$ep+kqF zR9^-OS$2gSzsDeWU&MAe!p~{OMk!WJsj;zJdr(Q zqfp)3l&d{|(F!>^xkp)9S#)%CA-8WYnVuRdws|P(IF%Or#S@dmxZfzkW~i;f!Z$W1 zW~a2ze(Au#KrW@Ir+4YO!|>k-4BK5dH|q_#*8N(?Pn?Ll(poq;I$9+%Rv(;VT-TL7 z)|j{{)#&Tqk^UxaeuIif{{H?`Q&Sabm(NT4ADRxcRx@tQI+JZXQie}*@7lFXDMt15 z(OWA@2Y$RC+H9&hxk_~EXILNBK;Pzvt7$MDp&=m=x<#HDvon(;W4W`M?;kRizqz@* zGTmIyVelh+S9!RbagUqmOvIk^?>KhuJf)dwrS#E#yJbfSE0)y}ZTo?n%5fTz51E98 z>bK>JL^nyD{n4e-_qXBE>W9yIr!D9S8Ngk z0|Q-6xw*!EzkXfacq?!*i~Y}xF^5(U6~41?7LZ|=Jv1I7`IIB@{QHOcMV>rruP)qa zFl@+i$Ygf>bv86CEJ`66`%<+cN-3J= zfmaBRdP+y2D{~pHq9RsZpfXZH+-|g|bZUGk*?#;AW>x0FCV`X(qLy7x)sij+=DV)q z#x3KwDlmQ{_2$KqM_p-c;=~;n(Qb}dxSSzEE8F(&?c0ys+}s?eM^udK(@q;!#k^E+ zCp*Bpzp=2eP`>?(Z)Lo;XlQ7tKECwk(|5nMV&l0@!nVVg($mu;vCNh&TPBZT`u^hw zzfsL@w1pp(1sYp)MwN7X=9y#yhi#ta^J%8?;k+Gnl;Kf+AJUQCCPvqdiPmdn09>OJC z{lH6FKtLc-+>O~LCq>3r=sC`eVYeB@25bMmgq1@1pdu#btmQDGl$mnk0pnMzGW*f5 zdMQ>;PEHG`UFZC_a$EWX^n|Mm67(T>v-w7peKhg4Wp?zy?C{CM|Z z>`l1!TpC0{B%^6lFeD< zi^k{9PWRJxvq@l{Qzvr}%WWD>J4yoGL-4+nz5RKq6fFim$-O`$^tBqdk$BmI(dwFxrJ3v6jWlY@ZJHd`%=#K{;M4 zmdqUhfz>qbsC#95LXNnK&5TQfEguPB2&q4IkBvtw>p)Zbiu@1eUb0$0*cucc zU+MPN&dmQ%SnKEMc~Rg{?%3Yk(W#vpX>z97Bc3FMKVTA8c5mtJjYVYb>`iS_{`yL{ zw~vL6&LUs1ysWGO`PfO>6w|_{QOGD0z4&p?|`a&WiIBe|f46)v$&LoC4`~rkf!ru|;hDqBy zH;{$o@FN9#`>g#Y^&FUvRE8;cPx1 zVz=)h2Q{n*wFDg(hFw}Q4Vl)4V|@*S!^270ZS>sA9e`=sk<}JFh8ozy+&}rNCe@p+ z8=mn`(qn4x@888aOC67^xUim@myE(zF^J4jBi+@8UtS1$i#p{1HAUcCsX`G)uGT}b zFHIUUs(pvBuTpz2WsZI@xN_xHn2fJlKn)TmYyR%1etst0Kegqm#sW?~-z#9rM4_bZ ziy&xyFxg?!N;A#ub)d+eJ*V9(63!k~uPYXvjREpGz!rby$`zxLXC_|J-8$RZ*dnkD z$UThs3R}zU)B92pD&@6IakfiMxA5s{H)fF}vu{VpPRN}ayl2(l$iq3dB$!P-s7-mn z!i68p%ZI`YuAgzs!GT)7ni{7*j8=;F%*xIlX|Qf;9oK3sv{MK?vT&rgP6es+bh1I^ z)2B~EDk>BuoMOt?YujJWw{e^q*OQRP7G#<**)i}n==k#IVdLSAo4VH&Ag?zLCsQZ^ zKdI%&xTKU+dD`V4J+;VoQ9v!K^XAR#Dh+mx%|=L?=nVHa5_S%$558PlT3VZ^S8Oce zU5Q)w;5dB*7_qvqA+y(AvFgV)tm%Zw8CwL(q{}}}xQ-%etcy2S439Qvg_r~96-h`%d#0-W}z)1WZrh4KxWs`!=igdMTdm=nl*nL~yPq?a1iA4xpM?+m$J_nATwPsH+~06E`nVN; zcU)GM5#R)to?@t^$1;0S5?sx0tQL6c;StJu^cKgVLt6U!`hZXm!%jU9YWwUXEX+p{ zV>PTxiAC&kAYk%0`bowlOOzqZn`WL@+jio9$s^XIWZ8(!{Q7|lEJ0LG)+=UK|JGku z@cFa!s)IkB0V#MTtd_Q(D)$W#HCN$lNeZf#v1?(Y}{c-i$>ocS~Wpi-`*!}!ER*N4a3YG3KzL(;JL z{&wm3uV3{)lMhb)%qIhmiy8T_&5f>Oq}W$jg-OVwWS#86v-gafavaoBjGj+TPcym8 zlfb2-?GSor9lHSlmqBUJ&4(Em%?_R~fA$JJMCDU}l!! z2=wGIGu|#_GZ=Df<)(|=bSxV-L;$BA1Mrr|OagoAk z`jz9Zt5~XVK8s?Jv5xmFPDz<2D4m3?`(9`sK|PknV5RfzmgDTSwNj+~@l66I1bW|E z#S(}5kRjp#52ZOi7ExYOMn)OT>Ou|+qg{fs&MAp~W4;OOB*SsUcv1z|i$u_rxWCv$Y_GJoPX}OKFc=Xf8 zOdVn;mxSu90x%yz!P*voN3gp)kfBKZbn(lJPO}I6hZ#0*w8`g3`TgbWGl8L+P0h0i zkex%tqN&jiG!zaY65SEd44U&?CVu9x@@0~FTpcXFij*bnGA|N(butuYM&g}1KMOQf zc=H=p0F(;bnyTn{hZ$5v1fDCnOMu}QT2ufn*O^q)^e4yqt5F3hX4_ioxzbR?9`81( zKcJaof2KcY(j>6q2QVzHag)<*HbyWkFE7vDO^v}4V^In49E5^LSeOp+f{88RZU7*f z0a8*|MdTAwr=xPmf!hT4@7t%aD|^_z&}-K&PzU^`jT%UsMb>?YrqNEbGq$MX1`oP} zGBUyRkC17S_B(jSi&vBDsU4q5z3SPsXKnk^+lRm3+Z6>2ylmx4r4uJ^g~|GxaOXG* z?2%UZ@!n0PF2%Sq*-%B#6{tGy`qsYVC7tEr{Ekysk^UuCGV;ltJ9jQ8`539m5K;`@ z-d?k8>C#fbs>)EQ^>y1m##^-((qn}Kkp_=AVO%Q7@ z_E*8iAcb%C&o|2raMr-aIwjPks3HV~S5PQ&l!`pAYe))DJw3w^9>_-w%0ljdNC*Zp zu6ZyyT4!3BWn-Q_JzB>ocqJsHp6LwMf`6eWkKx#Xffp|}lQieGOS?+X-$6Nmoqmo> ztEauddUp%h3J)H2W%ucAZ{m|Ld|V4$WB9ZAb;^EJ@gmd1^O&o?tvGEm=S`q$EqN;YWx3^c!u+Xnd!}OMY zdlty%D` z(LavjMP5cm#-&{|@#2Gtv3@7JYYPY)7~tGi>>rQ4hXJFbS*vROl5j701vb>x)m6>v zk=-cYx9TCb>1^jO5}s;mYD66zPQMmvIma}Ur}hv3UU^CDq{B1!@7;$YcB2tkRw=n| zK^?3vmg|QG22NkR7FO3O4eoSkag6o*n*ADe^j7M6(T`$9S;P2KPNlO|Ywm`-%_lPsaSX(oGe zDE*X`4>#BsN$kAW`p$=S-MV#^NI2>lZrlg1{tN&djRM(-i570UeCure>xej0!cO)>qGJLfbAcg)${lUm@+nT=T++6)FHr-;zz06TE z(^&ZJiu|;`hrx*T4W5$+eE2^;(S8*U=vkX-9WUv{>%gAR^=RrGfO$JT7JPGav+(9M zxO6k?ADlPlhAXw3^F~gAL+kox>rGoTrg^&ujeYyUAZ5o6rEe|g>z%RV0k2gVar%eM zEk&L2g3W+X$U(xJSCTRCJ92d_;I{D3^-tX0gPffy3l}Zw!fLm2Sieh4v9~t46*v-w zP~AxEnZy&C85XBI%R*aGH4;Qs5ph~lR5}{>Rq($O|I^F z2Yww(gSS|a;0qTO zi;ay9CkMyLHEY&P0B|$CJ0UJ!bnayb2&5|a?NSv<`U=>br(9fImaSSlb&R!3xAM5d-oeC$L z4b^95thx%o+D8Guw6p`H)IwPUlH)XX`tU?|JU2IYv{*cK1<%~AaalN3K*B7E`L<(y zu{jQtUAQ(+A0HpK&h&P_a=byeZryp6UEDi%oB%Xhwqk{1b)2SBiqRPitrXy13Lzs} zS}xG<(yHI@h?L${^D21$$b1&3GTGUcW7S*BiB*eA zTnTqsk!@$Ku8mS9Ubr22ZMfvz$BE z5$$dgiX8{*^fApT#jlW=>a9;#@bmMlRyRSyKM4-AVz9NS5~o1)&8t#*RI7&&OGpf0 z`^r>PZC?>P<>d@J`9yeoj_P$U0q!gl4TDL+yEC70vPx8GyTSmk%H!J z90v}lLK#s8XXpOp2|Yc1C|K!O&CIINGh|gd2i;h}(7g3jx#Fo)r~KYmAftj@+VwT3 z|7&9S%*jka#I5qBqLS!1>xHxG}rzy07HKl?$6Ox0x>=ABqCWb6w)xa-!cE)?0T z?;S=KBML+^h*tcS3_NNf?Ed!hvLYi-9j6AwUEfv%A|_dOD`V|cS5*O;A{FV654LtS zWR6+(Gp$*}TFz&@G=@-m92cX3ar8etV)Yg@4~vZj$<4T1#~C>~JRxB>$iS~_^~r&2 zQ;efi8*Qch9Va4t@zJ(R1jSDcydN2O&qA_%m7cU53Z6_xA&U;_0_uWvT8JR2aq`ru z`N=@e4E*|=$$az8h4NP(Q&2` z=+i#;E7q3uDFiB)g-BQ#gH7|mwjcy1__f+z8pDQ+WK!~AIKFD`1Hoo<^=e1{D$yh< zEs3&cd(P8s*wFE_kw|D_r(e_Vr1MsHSoW>q-R>2-dV1@xW_fveG4N_c;7$!ee!f!O zIWb%=Yl(Voj!{Huj(K{jH^{-wEfp^7uWVotCF!{{l9V;>M6gh|JDgeyo@u)T2*%>X zTwDezXTSIgqsrNonUnR9UKvuD`%`akTc2%~ioqvVBGi0}`;748XV+H>_EjnUimt2S zwQJXU+zo-V%LoVzJGHS+Cf(4+*46-dFqPj5*PmB8K=&qd@lxDF-3Z;0mR)RY$4Gq( z3W;n_sa?v^NWWq;s$MrV z;ZHWrQJ+k^KDQhni48Mn#w$Nwv9``NY3k3NHJNPmz9j50k%W=)>d%f-xkoZO$K9(K zyzAR;JUsJ%l(*OIu-W42j^ zT|Le!bB6w{cZcBR@5lV6f!R_wsZ^+Ht6aL&v9d`VXTT{y{yClY*>7A1_Lr~_oj5$9 z5BaTnRKawXnrPf(;IZhd7o5i0Tj-q%RP7$JE9X~`*bhY9$Zg^e4jxbqwL$lhjVnQN*2B$$L8!#KXD0i-*cw1}dmprUMby%jn-9nV_j^56 z|7HK?#!^NR+awGZ_@4DBA@FjD~rR$bh6C; za&1U!_p>9MJK?Ip=SH2)za`-gOdSeNQ6EABi3v!5^s84BI6`t;S6ym+!$AOI5-a$j zoH`5?tj8yxARQ{9{(rzC+Gt{gRD|@i7aFGwawE}>5vKzP;RRs!IWggvIEzEbnr$aK zigx8Hf*oOtM5L^i*5Nmp=m| z1yo_)_Nf%dMbto=+T!FiD{2|v{h-)1XXCz$5f~>b^<&Z?1XYxC_ii}^F`%~Kid?5z zA4g*{W%UJ+*ts1R|ka28+gr$ z3*@W+V}_V|Una`kxNrHc+*`JYq5K1gw6;1xPT{f%a_4&n_F>kTwp_`a_;oe)Jl2AIt{yDLM#Ax^5N^ZfYoFv7k>Iwkt&>1 z85$$?g?77kj$e*JZ9=E9)Hy=jf?SG&!er6%VGUH=2uLIbH3@;tPE(hOX8{;4)nZlt z?!FKF0#_10CaE7E3^Jp8rx%q%T8ZGf;2km)axL|yN!l&W$ zsd5XeCFJ*=ecmc8na3`SY6~@6E4Y3TyzS4k+(W>U7$9-d_9BnSqv%x%I<}PX(};@I zB&&INC^c^&2;=cK@hI432yRE*CPZXwOH2K5H`Mhw?DRWq5WmL-Pd)Kve)I;A_mF0k>zIkB@a40poiKIg1+K z#`F#?ZKAQ4t_`;Hxr6^1Y0DL^0< z8E<*Qbvoz<7D*Ur=S#@Kgb{|;5ro2!3uKQw-?_I->PAr2Buv|2kgu4VD_|uN{}67k z;Qf2UnuN0uI;3)z-oXtJ?Z*~&uaS;mw?gPFh~=J7eKhQvT^0|+TUPTxglIR96Hrfe&94|EBWweJ{Az z=B4eVzhnBv1(RvZ=pu*h_{wp7#H$Sf!&E;T(7_b`6GyBC0m}wpkyH7*KY=%S&Mxbh zlnhr@|3%c+(s)y#@oIjbH~A5G>z9Uh(<9a7ZPe3Wlfy$oo$00}frHEUHcq3eMps60Ler;Qf81oD=Qp!E7eLrFi`Ze%l$l-y?ChQ>CT?8+D zSe-dKJvrtB%4&CZR#uNzHEaaL21K|XT64?JvI3l83Jb)@7{}O;Ga#4fU%YUk=7HP8 zhva(%FN1264YzQ-jceANy{M-rT>rjy_S3%NXGD@8WpSD+wXn7p=*Er}m;tmScdedm zpc@t*UN`dj`M&o!!{$BbZfM$R`Oh!s`wWah?)KZ8n^wKW2Z!#H3%$~EGIJCY>kaQh z_4Eo=`eD5dm_Uuix%u=Cs5oEr;LhAbFf{cQmc&TKrvK^L9%3MjZNRpHOU)BYaI!zw zDc|N|u^$gKCvcLbaoI53%~h`#HrzUR@L-SCTU9VejTIW0w2$VFhNotMO$W0~fLE}K z%cL8+l~-=se+nL_l>U|ZB`_>rc&TdCUp{g{S63gkIa!{K_CwN{IfR=+RR~Ymt2#>t z)Zd)eDqkxJlMmk_2fQwTR>{e-zCud4Cn5kbS>1s3<^+f&QWrCw8yXxeg9_%`ZpS47 zUrf1hf7ba_;aD&wBo&VKHAG8!&0M|Pk)&VFCP5-qYk$9~fGnI$sG$2-AH`^LT37pA zm=#RB(t7vM%&+s~lasJe)|%J{pLhWED)(SJkpP+}4jfrBbsTD`=B=|e2Ev*=fY65z z9~MILLn1S^X6rTp1zt^LB51p9&pDPXU!EEHjNn1k1JN)-ks$Zx%^R}gA+CQ9YlHKH zOWK=H0%*Sq%eZGPtNSoWsWuzU@-S)B39VGFcuV5j#cki^4EE5QRc`rOqo ze9B3n8dhfP(sesXLP9OAf_k3MX7B#~5p(POzWnNnj;|eo zOUw|^U|h>bJ8%FZoEQ4mXnK1 z5=BZSQ3s(Pui~A^sML^yG{|Nrp2&yh8j$?1Y9Lkb0cBn7hkI;u_aj@OM8>238Or zZs6#Af)W6ku`ZeEfSH*1!_7n+jGtsaDG$#jfpN&Kpm-ZtPs6^jg>y_KSMBC9dNSoi zq=pRhr1$EJeJCs>9ulTncvXY25h zY!;M1bLI>*og}8@Of~FrtDc(6`KqP`gf)^NdC?f@1itqO(24Ix9UT3y6FXt3m)4cE z#)gK5l!w&}mzy#y4gHRH&7t(HQw^`9ZH@ zheMK|Pgzdz?rt^#*O|BQKC_4#**<_{#C<`q7NV~^=32(@U?k+2Zg`)R;cqdjM(jL- zoKl8uYuV&57O4`iH8?U-NhSoQxM(oEwjd}>ul7654EYn9!;@E&xNJm-fd?Kgz%B?} z>Ts9`iN$||++cuE5v39zhtCkzf8)lDYMEBCBBY+OD74zow_Ah9Np|va%jVwLtVH!imMI z@gvjP(T-%lyT36Q2{Be9U7nbxWMm$KAR((J3fwlCFfGS%T~ti^piZM;kjFL;g+Fw6 z@!OkcH&n+~1MUqIEC6>~6_%~#%#@7;l?Qlv?zluczZY>|^JwR2V1fx);nOc;gO2en zV`&VhLRd$+tZ1dv?4&j^wSqgVg2+jdE=}c>`xUp{JK%99ZXaTS!>2z~SF4~5&}_~RJ%o*2-Jc+f3RalfHn$404iX>H~vpL;@bLp zD9)&`4+t-yBz)6bivtqQ@U=c%bG#CS#Cfu99!0#$|1>$*3%3OfFLnTJlT-?*-QOce z$&&#wj-C9yXE*uC6w6vwGp?CyR91>&a${>Bc^44lFHL%ZVq}>jSVHpwANy|3SwL~l zTmr%8B&v7%b?btG1rXz?wkjN;Z!6tpaTkm3Drxs57y_S%b+%lh9yzb!2Giel0{%D6 zV43-A2;hS!&25458Vfk+!9{Cf87LsAv2iwKC?QK#z)wC5;6=!7LVy71!g%{mc;jB` zuZrbFxF{{~*rlxno=**!)Td9L zC|sR0NKu++ALV7-L;gPsQk1ahnwggGtEd$TqN5kuyh!#Yaf;+TG#B+>%A(#!bKl!F zZ~op&RRjY$<51;frht*U>FU~KKi777^6tHR#H^^P4#wt5&}-i# zG~K*bxGWiaB!hsHr|J^-OV|)$eXYLyX2wm$|#dnuhqpfU>~c zT3jmr@F8JjZc+|xg11XG{Yq=k!=-9WqK+E!edQ|%6N0t)VB3v<>3B-5$_whFCm#*i zt=fI|^!(_K^NXuAW0311)>R?1v#6_s5+p?ooWRXx{hN8ZuKY&AeY1_VfCTB89g0P@jJ2^8cJMAwJ2g4pjSp^1}`k&#i_xjBbs zr_4#W;PY>DBUAGTb}K4x{-vl$3SOlOU>Q@p6&0j?5jw&S1Dythi@=h%@7{5tBjf8? z@;2ozNB6BezXu*x%$v9W`Tm?6;=k7nf^Q2iTPZu|C!*Uy{4ZNvZXU@8=}ZoL^G^8c zMiG?d_lF`u6Q#J%I}tmPya; zUSB4nfKUQ%zcP7NgAPYD*tYbT$=&`p^Zq}{PycZX_`e$Yq1msQlfO6$?Ph2DrH|~t zBXM#`*xIL;PCvY&z`Euxy<6zWt@+E6J!KTJ9~@bpQ3>bW(X9IIkOC$=PCbyeyM zQHWW%R7btvlvZiYwW(utFW((=S-mw=?4*@>Vs-zjFT5vcZawmQ!@uCAZsFD8Tj%dUBvDdT?XVC`SmX7_ z60BS@7gs6G1`Ga3Z2WE1eeFye5)~!+TBoFx5qtlsk5Bidl@y`%G%y!ZC>>j(qN4b$ zXEer-&M2EE3K}PJWzoOaY~-$xx|z%_Fm9P5pl+`BY5QB6)%)fSTyl89^~2*w9YaTD zmDH5gqEpi4RZ+fsW!NV=BnQ3ilG;0}UZq!5( zV&CyQjX6iJK{FG1<^9vUn7dHoJ(%}LL;nNH?w``ub)-+Mf`UTur%#_Q z5W-&Swk}EdUIM=xpK0SklCXg_p0e2-^kb+-Lu3%ds{r_#yGfriyqQGs z0@OWLEdgl*eV9JR)?im4V%AvC#XZWbD}|dDxH9t9D|zsO6Ak^2*7YN35sN@^(go*J zxvA5n`t)$PXeA`{n5ijy6ffIIf#nxFJ0+O|J9aEU+kcsm#XL>KV&0s|0 zme~7lvvszfpUnw$k-<%ICFyhb2rT9jgd`e)*-%PoFO4CHY;Sa)Uwa(@X(igYE`?Cr zqs();!Ffr7P%`Sv2sF4tqA{&HL`0l2kUGJ}Xe&uTgH|kz=nYnN##G4T;Xz++OI=c8 z?N3`Q=9zr~EUZ9^Jzu-cSUcxJ0&Mwe=#-QYaXfvxbPuanar=|vcEh7+y29(Er|!pB zF&B+p#PR|SR&y^<^;Ol>^v%-h-_wivFKrDEN=s8+xNu?k@Z5yhpOKos?f0IPJAQj1 zFKf?R;wxNs^P&E#Mb}GPsYj*AY|HC<3ofg)XYcFVK+h+It_U2R`%(DirDxgqgJsK} z=!zyO9^fpfmv|Q0^wBsGKK$#kV8XL8@~jSuj_U_|)lV+;vm0D0?`T>#SQ;1@lm#8X z7i1hLcM>fPRq&xyLd8(9o%;U$oX69rtLI>e(YK*-MS1xkycsU#@_B;`eK^6GVp~>c zA4>=cIfnYxJp_^&C*&&9Tn`!v>b-Q;Nu2naHtTq%88NqKk`z!z_bp;1PRqcf~Uf9v-E$X9LSy z^G=+a0|@^R1pbIA&*m>rIlI=H9M9SJ+1u=)EqT|BpUrupbr6O652lgUT=M!a!pYx` z^p+{*8}AM3M};r1fAi%!W%)n6AvK3>{t|}&WdM7px#X-*P|#Lvz2p7M<`%8ptDRDw zx}2+*9MD{5ga}thw|;$eKtNvSTVO+^wapou|CQ9=+#eo=LF72ISmKE1>R&AO*h> z*`67lVLrp3O&!YvCFg#r-jz~x0$Ov9BRF?MaN`6aTjx${l782wsWt%*UtgZ{_op0l zArB?N_r-&rSVDS0>xjk!BO=iRCBrfolbwGoNiZT02?3iR32)(x9B4g|et6k6asvYo z6DE_{VfZvLVU3K8?1@4X4_#+@~)dq}IP90yzHhk6w-6bBaO}dWbF0dE(roG36(nz=uh5b&B%{S$%3Hb%lRk0L{KDKy zaHepF#ie~;=Hcnt1tMC`$|@x;cg7ZLO~SpYzZ!IH6rQwkKx6yd*)vz`6sY3tM4dZd zo0yoWq@mFxc6{z0`c63O2G`cAAr%(btEYnWl81I+f5;zy%I8Aq_xrkMutN}^JLPru z?YNv;dPdJTl;me3+m7t_cbZ8jYZ3uTYritXCNiy@oUC(wMKy2Qhu|Q*!R;+H?}X0R z4$>A0vd#iMO~jRuF*R7EBqtYO{zXt64dZ*?edr&Hj)^(dpEdN5uwKO7D}--`p`QqA z{;tlrSK~nMMQ2_*4hORk1EX5j)tAJfQCVG`nq~s&jVy?1^tn}n!Sr~P*L+~^X75mn ztk4ZV@p_eG0LxVK;$@4jlg{`y5auWnf|D_ zxGH3&P?%lMfDE~kaf-74l7WG|u|sS|i^XGsg7jt%x)qV5_taGGFCdWCxoS(^-9S{A zWc2sGy9C2FQHCpPYB(f_Ks7VwG^>)FoNW934*TXfI%nT3POZ?8umfsGuQP6LK=UuE z`W3h!V!1{e+aI(j>|&oi-4INOS>|Zv+@Peb!?+O+!yD~M;AE6EH61<;!mL0V7OeyJ z+M#~tgpK)-zw9CZ;?67N;FQbnUhO>N87j7=*@81+BMxvg|E#Z7t^RvWElo`(m33Tr zqQrk4oVOp)6w}*_)EKCg9j5s{SZQT)C2jA%ye$d*1JC|KdPBG({Yt~zOdl$PB*Qk$k5Y|w4U6uXT_Q2OYim8@^E?wt*BrV`PafmPGr*XPQiEGiF0 znHzw3nLLu*d@#q;K%en?9l zfer&--i5fH4n^-b(t}qIO8(rvayP}|7{&@UTQnj;coC-3<4EA6A6}(@8&Bua^VxbI zYcEQ;YwdEA;8PE913*a(f$qB%a5lh%Fmz8S=-@7klw@Q&R_6yS|H-}O9!l~=3iLj z9e8ZjNWS=lO>Pxn2f(CH1 zm0A+=4_gXF)+NaFdj!cU!}|U4ZS9dwzDO*X+}fAtT{A2?*G{L03WjX$Wp-;1*~R~< zs7OIqHxz-1xa3zdA51IwTO9`0*6m9ovEmWODRh_Hw^U&YBoBsom?`>4DgE*ol4lWb z<|$@3cE(>CR$q0sGo{tv1fuP!wXIFEY$>~{Q`>Vr0ueqwVHdB<(u&_9?Hxjb53!Y? zkwU#b1#^SFZeV1jc=YIX6lA21dz80@pa-KqU+UpC6;Z!kz`%0m7O#a+A%mKmowNsB-^zo zG5f2x@OfTV2FlwF^E^M3_FG8Kk^=Q+*ULjMksis?;P-oaAE!V&W3jG-XU_mFO68P5}L%&`~&QVTwt&%KDiH(&H?#i~{R7^qQxZ&|Gw4kwv5oQq|%lTNd;?sUs; zlJXDo?Qoj)79;LCa*0yIxtE2(T&F-3IXDd^f>G{rnA(=pFIf=ewZ!x3(}lRWv(&knO{z$f#j) zl&pQhJNG5!z?wg+I+rxxF9EA8cPnVw;rnUa1B zDm!9Aij5s|H2pjVBL!-;6w{%}ieEIl@=s_%amSx0Pn=->afi2`zAN-i?UPIemA}!0 z%|ib$l0IM>=;`PVXd?WHxzev#)VgZiqgGT&|BQZYZJVU#*Es%)MFy=+ZKgvUyD13@ z7xIqj>qjnIF3bBu{QVIst(T^urtF2U+cJ{?c{GiKkX%;4AUAaf%yHJXcp#FQO5x;~@7(?7WMBFWb2XxjmA4V&`Z@B_;j7sq{hDDfVPdn=9#s z*{z>zc^!wpcQg$h9WRV87L9!WY4oCD-~Ds~$q(G8(xGu{|1!pnyyAjfa+A{9a+@MN zoP1`VoQhupRrIBASba|Ghz!t1a18>`pJMHjH_toktZSSY+(&^V42-495p#*L`q z1G1@yO*@7q^|v%>EK?V=%(UP!%fYgKftj4IgIa-FTroUGBR_QQ68Wv)X&l*!6EISD z4ey%2u9ZIQN0Yzbj}(e9Sp>}i`TVYxX}PC4BRL=Th^nqvjM&lgAt$#>abl~{8~2a} zvUTBO77E%SzjIt~?(c0Hu$`ReKnorhW7{|0uIR5857$nTZKi;TY1Ai$9TLm9cNWi1 zufP0IP<*}5J@pY)U=GPRsj7nOyvk~7-QrV8sVTz+UXy{_*~?eC+f9(l_x)CI{CTYS zq)@$uYG->Ww+MH3Wu0bdbZzV{Z?OjkDR^c~U|<7tB2R7E`rfa9`8|szRd${+#-41Q ziP!x*8w#y0E&Zc|x4GF*I}EP;DR}0bkB#gQS8VjYZH|nLjEcdG;-d{~si);38ivJ^ zoO$B&qeA<6E8p_3OP-jhl$2}^CI!-M>lY&^rhU6^G?=R7#KwKpv~)}zs?)fxz9T9w zD#~C;^9!Q^V+DJ(8yHj>&OAIY;xwA~d{W60TfGV6w0c|bp0n0cLf?;7B3^q7JH<`0 zIz^{)%JQnDr)Hh03%$qtU`9mrY5dg0)RU-fbw07_``Xr?BYS{X9MXdl2q|K`0nvgz zCkKCVvd(K7VzlZkbEYj=xz0+e?^%Sz%Jd z0^}G~Qf3*HG;Ii}L?%Z+g@U^U+?m{hf@fG9h9Bp9P&cph7iY?Hc4Jhcuo@(>!d?nS_gLp)V5Q>kkR&@Jl(v{BL0@`K5k4}H+tzrNp#ZBzkA zZ;~}|qT%v;ros;&F2x_krQmgd7t%`t+9+T$lEu?xO0XgcT^(Lv3FF0oh~Y~|Z{1o% zXib3FQt0x%A{^9%JJ05`^odgie9WZ^-VBVq3HSxt`x?d3pC8 zvVNP52~UnkD-!=bO3v=Iy2dL-JW(+*6|h~!-dNzbpL&ojRwuU#J^p*mgn8r3k-p6S zlr&8nn{>ac-q1d7%L0b{!*<$#>mrp!ObHw3ytY-W|mxfBOyJ4`^8( zh9kNQk_V>zb_$+NR_7i9gH=lR%vN)qJ^fTCM;`6t@dRMpnLRYo>(cu&x~UnD8np;=-_HJ* z*B_~Y%lIV5pfqz1I+XbR|COl!6rp)OcG9fQ{l6Ig5KOVf5is-Lahd@C8X7UzuF(*N z39q-2ADr)$mC57r973A3MsK&zNnR8){y$5V{|s71?7H9vJWTz61VsN^C=@p~{<@go zDc|1V^yE##?%}oh5d>UH$=YrasjB@_?n${Ox%=%?4m-{M>X($2@nRdFm~7e9Z2syP z`LNi1fEKguP0qpdDsSCg$(VBW88hSfBNPHOuH4jm>@DM;wb%w1C~JR?4vW{EW?bv_ z_woYG&YG~f;3eZV&kOKOe)k5W@)XxGma39{w+eHMt!e!)X z{?(;{v8qF2|BdNm8^aE!YqT~FUNk;m^!~)GA4{Q%qr;3u<>TJZRrMRqm%b#o5^x=; zLnl*bH;2=Q_==fG0CvO5{ep$3U207iXd4G8&lu0_ccY=+)B#t@abgv7_lOrhq|nUjX+{3U9-FxioZtM1*m z&k|PnZanhPB7=>5l2RhE8pe{DcBdI}h_%GOOFA1GY`bHL6VI1-&XQt5vq1Hd$8z2@ zF=7_*$FsjZ@Wk4p9D_{;N>j=&4-Gh-EBZm5HRp#nCF)E67jVqLS-mpNmPhR(p>N7IIrh^p8I{a z=l$c|-oM^+JFn}$?(@{}`+kpOt$polU;A2twa{xUNS1`=0<&=csom)9^`93JduGpx z*8J+L1=s$B{qe9o)cEgFchARIQT$cwBJ=+mCcVqX_~jy#F+Z5|%0q^IQK+NGb+Wi8 zWpbcyN@CNyuX|4!w>D4X|A}ku@*n9y&SRe;!e(65qtr)ARS% zyP1hh>RKMUd3MvBl#`tn*2m19Us&Y*x?)@NJ5SThnUI!LoLsl+e^czUcWBcrUaQX$ zpO~4t0P|Q>H7CWO_8RF4d`-^nf1B_3Tvz=suxIX1R@(S~Ms*f` zuR|2@!V+ZylO3-vHY1EWs7c#DC*-R5hHzEE@U8z3DDKAQcK2siWn4AE2$4F^;)yLNS${DK+N{f7^q!$a5& zD?4Eu1qmib5pbKCMH;26yY^20162xJ{xY^INnfmZv2NmjV=MQG;sy(FU9K%7${q@#`m+f&V$VXzm z>e7Eed5pJEz<6kHvzR~SMtnu(z3;VmeNcXg-y+!He`BKl?*!(r{{yG>ztZsk50o*6 z2k*uX8!-RXrp=3L8W)=WKd3maJUiV*=k@I!+5e+uX?6@opTCFvFOAUu2W|$)x8O(f zp~6i`GWIcQ;rtz^`@jG9fBT1i;X)R)#pP}9hOF|G#Ci+o#-Z=u-;N6p@iFrEG1_(S zfB*0Q_7BVIw6g?NPq_I)yLs-v2+na#(TwB9bqoFroeln%Ydibj0Gb@kj`-`p6KK|Q zxxZ*;Xr5cQ?Caoh)27BuP)n&^`+kK{*I8GF#M5Iwmz317|GV1-qTA2Q?=HV9CGA+Cr$XoZ@TH{hL(nOGggtHZzcAc*t5_Hse#pU=Bd zCT%=+S(5tLMNwN_v8M~g)-j#_XYLnW>D)Pd2_pyWa?i7d zoG5JhYsi4jkE>ZaFDd$UC$G)zv}hSrj9A=)dNMq58cXp%KOBQjr>FS&f<#;7Fib^bHw%sB(! ze$-I!Ugw!KN&h^ z%_qOV6@_Y!x&^)$=AtsC7+#Kg2_@kST7EAFJpAX(8Lg3{Mx9Sc$nCZ$Sz}<+@#fvO z7d16CA2c_HIEL!y=G!jYau4o;Ka}zF(C^}AW1s7HN#9~#QRnuT&SC@#|Kq#}pFjPX zXdk3wp&gM~eZ8WK(25+eUwBTfr7}p&+r_>2Y@4~QfN#xIuztqt#7_5b-dO*BOSdtB z;jJBe1oy{dJV#_qvhn$t7&Guup3sls6~2H+n5$R1sI}pcU|O)2EESV*LUSnQHtBQ= z>q?OnjlDE~x3BuM*M~tFF?%VRp~CZAkPWZaPU{d2 zY=B0a#pvz6SHC}~3~P4H|55XuS+yL%nrQk$YEJsD+CO{oFg$b-xY7z;_s6g#vefL$ zPSd{kR}4(tc*^pD@Ss8yFt}@nw+^$tc<(&GvEvrmj+kP!uIIKd*0&K*AkKA}d*UCB z)^O4?l8$`>j-ZPf%8_YEI)C|cKK;3KcPj497a|0h9FwWhCR`)WBg2>O60V8^JHqc0*>LO=TeiPq^J^$`TSh#=ej9NfDUZEm&y2IXOS0YGEsV-xnS})xE`H zq>YF2Tr=g*jagS$l6d)qy|PT)$SC!;Yf>RdxIk=P=(`FDTmxnim(VeM7u29t564r& z;|m|0{9!jg#0kqsdWL&7y-SS?bD1A{eP>fe*5RX2RK;H5mZ9sk!}h>t>}Y zaOjH94?>{WlYZWKzdt(qGNNL!KITR4zL-b)tNGJ(_=N2bz5R2v=@mU^MDgG;iCKa7 z0Mll^iN78lDlZOe3D)+2xSVb8c$!f=Zzhbl3QI-@2bCY`Wp)|^^CPEA1~x42qtN!> z{b9^kiV;6%EoR5#UgN$V6Fs`B>mL;!reX8VzE*nS5@6|p&yp-QR z7Z`Y2>^k}%j8C+Q_hN_TjczMft{i3FV0m(tNn^PI8%7+EuH_-ZLr`}{2vcUBv6((+ z&K&Km)td-iTgwwN{~StbvckVi1U~d}f(l*nYLI~9dxhs9IK27q%@nL?Pl^N2fG`8H zQw92Ti5PbVrNZ}6gXe4Ng5Nzau8O~LW6sSF>vp&B1%q+vq|yA!TKDd$qpOq7y@6BZsQkq=HVQ;)$m#F63a1R=#}XxNG?LKYu}cbbGo zZzN_a$364r3bLIrFJ$mS6@U~FrM8&y!9})D^Jk^eldMqs!OA@oONlNr>^$`}Y*tzaKg`edQewV%a6X1+{;i&HO_geH|U0wEYtvmk6 zBQ>SrNZs#{*-PH?kokUSe};Z5dnP4BCAgE8QEJ+wofN|a!pwy4@w1ncQ2%?FRDRVR z1*(08U;kOOrQdrO)&&yhFN^<;dbB)ek>9)YL$)VUK6F~7=%Dda)DWvyt@_hLYUQGaf>FpHxv(C8RgQnGI&t|$ZfUtt_z}})6|Hf=s7q-6xW<BA?rr?)(}v zZ0=P{jG99N@ADe4hq3+R+0}ZH;+d3Q856^A-n+L@=zcvJ)%!s%Tz#V%rPZG=`)t1> zg<5{mdehTG>6yCj->%&taUu*HgO}@oKJ^!;+St4zYMF8N_{Jk*2LLaF62+S| zCF5YE-$uQJa_gC`&+mPg9d%U|d%J|*Cbd0980^H%Uv>BV3zsh&W~fwu+R>?3M5YUu za#^T8qN{VqhuoM*)Kv_cx@y%wjD#4X#MzWMPDxHI&~l5mY#EUe#Rz%!v9%dJU4bbX zDlQ_Oum5)X(1gYxSwE6y^L31z>!&olzHBq7>xw)R_dM-=$B(Z9Z&3=^Ey zq52sWwMV&gPq3#rith@)BmrW>7nOJK(PB-tu&_9KqhnC|Fq77lrUiBE6nsX1=NWT5 z&j?YjnB`4ne5Ib4w5kPAG%=r*8?`pbd7csAm*NxQ%pYBbG;i~a>mx>thzbl0>|)ZR zQ{S;}6pl-THJppFZ_R{}0{B7&^axl?}CH3A*! zDk{G%q)_7rjgQYEcpXlYa$r-F=wh9VkJsbqj7+J2=JC`|s?ERuK_c^vpRMdDOiZ;# zkAB-!zRc7BPuJmCNhNGS6%|%k;Zd8EQukTDno)l%(@sAtaRPjXdB($JKwL>m%a0Tr z0@q|V$q}+g5ZZEU1f-6_V{Luo&znczy?f_+xhVV#t_*rYB2$lMIb!aOFB7=-5dg0=wRkL^T zF!{^sy+!Pv(LWPkiYFKs-6OK}50Gd%=3#N!OAUP|s4`OftRnKC(U*m#`&=~GZ-G&B zkq&)>BB|Ou_6#FR;>Cuac*%u5yjv&f5uS8WfUKkZsP#-<-RRSG3<}toK2|1wB5JKh z{*KMXJm@9=F+jppeYe6p8^@4$2p&exANad=@7~VU9<6^pN?5=+=9fv>=-;wpzeNcK z+9S7{#T<_)|B`rJ?b5x571y@auC4~8AH}@3n%w7V z!ibmw$ijfPTw?3nuunfDD!S#**$I2`W#9Jht4d0*C+Mrz<57QvskI}fO+}qbxbB9G zwvV7AYKSP*=9rOw(l02FsdMJ!=`T_(cGQ$vIr&T0G$Ykf!t!0b!!3M+xK$adTmE6L z;NLfa&DGKOtM5D;TlJtz$wbqJNM3P?eM-aZ5liae+}y;KB>0|ue;K!PP2>}c*00`X zTYnW6@hIifF})@cfBITjucF8ZZW;G`YvZp?DS~Nqq0_ojC#g)sfPwt=j|Uu5A&RcP zRTStJEJUR1!9Iy~4^!@1u4u?^ZL-}L8R;zilb$A6n%^$=*0Sn*^3tW}$u+IlY73la z_xadT_pVg+U99T&Sk2NA))>W%s(z z-j$`EjtigE)=*CEoTN!m>LHQXo)}vne}6flHYYDHgWMtYs`UNXpDY8BVgx(B!MuaMhLZh<4xMCTPp)G}S;;ZuO^P$l z?eF=cWnliJOa<-a&l;mfb!XRz_yKS0w!bs*L|XgFNRi7pkvy^%FPe*sQu>Y>HR?)Y z;sXw;lmxr4%HO{iKN%7;$H#N++VQ}kH?=K8>h89TPW*7ixefcKLI|||)YT zJv-p=;htoQ?OanyDx2UGsFunx-OtG;=cm7a-{^56^lRg7uBMxto8HnNjUzsPJs;>+ zdv5`Ab32Jx{fv!!ryBR&g2Tfa)pj_D;JM+9ypd6bHVp5ltyQH@t0>w0x4dW94zgJ9 zwpO=UeZO_V`Jk#;4jmJG_!=$B)+Ny8X+hI#&9p@w+)KT`CLD$@Us2T%E2YBy3MfF=b|0^6F9>8X1JE z*_GjtljQC;40lM|xmV%Br&eBGZs+LOeDmG{-wtEF8CFmXFi*Rf7(Mij{j6C|h&Xcc z^Mfokwns)P+Sg|&EKUN`%_!`jXTU{YCKz2olPar6nE=4sjec=nqDbVsq#ty{O8IJl3VJ$uOS zsm~_NU`q|x*utA0YDVGdSlLAG+2i*k|8g-gAlmAvue8a?LfXhi+x}`}O_F^=#7F<_ z+og=ccP!A!6r17Fwq5+^A6_(uNIS1y9sW0&{)5u)hqpX`boYBV`cG|b(B;dzpb&|~ z;ntddHdCk0J(`jp(CA(1QuF(_ISKvE!?;VO)-IbZ=FI8N=aJ=2tEi~N&=Pr*;%j>6 zfz6T)~ubJ){6`8_EOC(qS$X^_v85ep`Z9nyD`7imwoBG^#kjz#_>y; zZXVsJw3&(8-!eEgvLMJWAwi!s{i&oxt1^Ra4l0>zi9!yvx3QD?(2r@k7;H_Tz^^|A)T$Z<`0V z&@&6C;Y6!_!2>qiuUx4;Yt}41s=mKJ zsV6uJ4gTYhV@AHyvvYd|1%*#Peq@DuOZFT;-m!oG{wlqCEk@hn?@`y-Xkl%= zyQdZSu_FOVq33WJ>iaaV#u_*(E!&G)UY)0QxTw_>ox$0cV!VjEJ*aDkS##zr#`J5= zh7C&&<_DVRne0Trt!lJJLM0u@t6ws_CyvBBDb)FhPJjsYN^^3-yUNspZH-BH=cXmIYb7d zkR=tvbaXP1PQ_ln9KofPl3?{H?d|Q2V`IX`WLY;BltqnRuf-4eJNJ*9T=LTIt+Hc( zQWQ9^UadHB;>4!E@4Lv0cE*3S03NqCS81TVQAlu5!0ZL%=01{22KD`mjk+JX|B`)* zN_0qe5HbAbEq%t)C!VgB-OiRSX_tRer=`Al(HXaQiF#K%Ji&3*=}3B8%%|EcT$F0X ziAHM|rROZoro&xK*_$s~q*hW=f(PE>pHvGm7cT6ETu7_6zvv(pUc9Ec!4n7l9vuRt zA*uq79__ur(J}Vq$u{A|dhE*pK4~x&<`h{12@{ChyV;NfaSXYr7_L?&>=Rh{*l!HC z6s54m!9Rr=331RF@9^g;4>~Z#3(G0H>C?9p0+~$bThoc^bf&IpU~IyZLcWhP=*`Ht zWh^uIa_iTxkEdR!2w+YjjvFsx1mL-P9vzy^LY3g0rls;@oUHUfDp_nQCC z&-=@}(bLyY<55XTFy>gZcCGTx%;t}&)j>>pq(6Qf5|EO7`PSCPzr*lhTg%nEQBYq9 zJ-r)p&s=MtGeuC8sjmr3yA&fQX~ty35v8tG1q<~rvzRtb5p6>b#;20&W4AFUv}ej` z{$}Z=2svzqZ*keB?W2IJv%9-|n>KAW26BB#S0vcijV2Ytjz&ev#f-9aWi5}ml^kptGSC{;Ai8r+ z15En#=n=$VdHVC`im(`Id_*DvseZagvgh3x(~Yqu<7P28xvU(fJ=KCwT=eUgB4wSC zk&*h4AssLf9?B}^xku@J0HoTIjB;|68X6kbtXY#vm%_Ae>caMqf|6Uid|UIUY`Vx- z3@ckf1oi72;bYfsW~m5AIf{tuBiO;XXl+e#(!#RcxQZl ze$3d{JGCm^W;l&3YSpZ3bD7Y~@f9z1Zm`JN&dZlSmRWFm#$Y9{g~^+@6PSd1V)=_K zHED4L%wx^m+y-HAcZGGXMx#fMx3%pA54)t|Q@1Y3H)mRGUR0@~=OoeWJbBzw{0zF8 zTUf+ixX}3aSC+5gm{-?#y1TiVVYsKh1YO`Kew?(kC*&jNn*?SCigH@EtQ|)O0LbHe z^Y*R&QhS%2H)Gp-CP3>^#D)#dH5uRq)*G+cSv&;)Qr!Cep=-AJ5STc!qGz!!lj?@g zdq=Ly*%o~3z9FSG{L}J72M!2^)EVq6DQItot3=tyJBEpgiB7JrZO4rp7j^XLwHnE* zg>lfnq7ohd>o6>+IXMj}hIY__3m1kSJ9g|1eStu_AqkZB%rEQO&77GI;;Slo)|(ft zK5SS=YON(dY-Y~va_Q0~2dpX01|#oe?9@jEqsqiaBUCUWF#*k+Q{;8FD|&f z*Kx?^LrsjwragJGYfBrDA>+c`h;a|O;`%Jfg6D|iUOd%k*)-locTa^22@Wx?u1bpa zsMLcKfT@O&zRv)iDnjSC*DZe%d?$WMk8q&r#r|`@55xBL&eZcl7hiE0H-+&{v*pW zM{w$RtKPb8<+OTJoKZ^F&gOftN`&ND^7GK1J*jyk)xT`v*Wpn1)I5LTLS%GwguwX3 z0}x@*rAs=nZnckV8e;7-Yu`&!dC)9@OV!C4J5JP1(2EZ9=4t5ZDRuAOT|8l$OK*$` zEufyco8=<}F4l;2;=Pm~BUJ4G7FG`_$*&>4s*^-J$e-}>dXMeFc7}3)7&IUdwKMPO+amH-v1So}Jxk_+bTR=LC*Ed9r`?*4aZ2 zz?DehAl-4(rrJ*T42BMsr~Kahr%YLVBg$-ZjmTHVg?06AFVA#bxoTD9(W6=SUOF^= zEQ^^nM4wIprayqTHN>#+a{Tj0kNkMM)>EO@?>{$SnVZPCL1hoWGFFp4^SSU=$9*<>qH($Gl<^wAY<-m=9R z?W>%kVj#yHU>oz#KVc&90#kTlnV>*%10Q`|H@@XHn7EH>rhb1tk6AiHho*xm`yI*> z(bSDqfl}vY?Gl9{rY($wRGtKW(O4^#KBrBy?dvV z5qPJ|R^e~rylPcPs=w`qtI293Mvm0Sf9A$UoVLX$Jv1amku~$qD^~1+pnqj>e(dH- zNp`epCd@S{6c5$`WiDNg*!B1isI!_dp{=T_ssI*g)%1wk10vttSk+rnG+>~SkqRwa zLJwfsoNRM=+eo{k`9*X(#8)po%UmmMSkI&-tDLt7!>F}eS$MAx z(6UYD+B&*fZ@zj{%Tw9Jmp*<}F@IrI_Z~gkxwyFSV8`~R%OGifP{7vuS5yURI%^jzNw`Z6HiQNlD(c# zkwU>Gvg(sN`Ii?7n-BsieT?2~sQj5I0Kmi&h$SmB$KfA9SkAM)+5((5x3ZGu3R!r1 zj>JPu+#l-R{OX0EagXtqMr%GvAj=qhXDVtgD)DFWVe5ONx)-Ki&Jj7 zW^*Q;xB>F=@`A?U1({RJvZP!4Q%~A$vYBh2?)J+*BrBoQ?+0Tr|0L^q{r>r9SnnPw zuGz;%w?X?V^|3G$t0oC4X8(fdUIT5fQQJgT$uI1=_weEN?5Ij~&kwITJdtk<@f-lk zQ|Fp9uc5T_S$7f-H=|8kg;Xfcwbdn4RY$LrDJUq=8!=+Z`VOypWmD|F*<^Y>9Q4dl z*v^8#jj>;sKiGETcYtfJ-6{S1Y&Kyzpj3iGC?lf!>2e-M;7WOdTO@TR7{Yww#CA|d z+6uN~1HMOlRyT=!+9rT#N=uEd;MkZ=Sn8bY`Er`5067}qZl{8sys^OBw@3T$ z*dbdey&`)>h^2;{efG0w0jEz70OA}@uCkXu2XZ~OrT56cp`X@YZ|-(`#g|8se6`Y- z_g}*lDWFn;CTkl1uG&}tS=80+AAh0$7(D#IlmYMaaqu3Xt*tHowIr3JAQOAF>1JP3 z9|bnYDNr(-r8nvJ>nC;Q%$f3qIj2%rm|G}$$4zqXa-=dvamwkv!NGW!O|rF(pfO&? zsY_gz-IpN^bw2anNt*lj?lrfxq(-CRZwr+aXT0fG4(GXyYIOud?r0R0nE4M3USa(t z>DH|r46Yu%dv^rp;O>^{Kx$8Onj0HRpZDQtg8Znjg=H4E(GE7}?$yVHp;NPl%$>Yh zBMuH@#*hQ$efUSv_Eu~-{qp07HGC8MLM`~Qr|>?=gV$Jmh0>ecu7OI*Gl;!n2WO6$8d?`Mr~0kd8IfW4GQ0 zoto^oEV=i^gUiR}&V&4#ZaB{~7Mk%6_nadnz6sEM-I6UdJ5OJ*K$S*ng0HWfWRiCG znQPbTGa&r}demWCNZ@1tDmPRJ!R+O-Rcc=0zyUNv(%uM5IAhayMVtqH}a*sBVt+!Y1`e3ahw1oC;0 zCU1x&*`|p@4(tsGkfoU)2^e!<=IS~DwjFbiDTIyk+f>AF-@kuJ)BVjga=)^2F5F&7 z*~f*iU%ouaRVL*0RlfV)gcoomS+Oj3#KCVII~K28|I_leHForYDW@T$ ztZ++kS{4nM7cT+yEGyQnShE}F48)Bc-x*1I4pBxJ#iI?HWNFFHD2$mW&@9Vjb;9oF>L_Xhaa-x!IRB2A zaZWS5Sllj(Bb8xKpFIl+7IIHZOPgsdC+VoHY#g-3$k-UG5ft$Ql$9glkhoPM2H{`X zMLCiXsQmgD#csz8mo4uwZQjT9BUC}eh7B7Yap7w!IAKdxt(uD6pjOMM3VT>QJb`eb?eN-}|yi~XRkz$ycc^NtqD z3r_OxNE=m7k|l0#lVHbB(`kP}p*cC$ZVv~?>6d9Bp&X+l<;P#wArBCHJCq~$sCiAf z)H%d5)E2J+jK}^?OnID=NvfcveS2bCbHhkBub&|9S%|=2QZj)^a)uQi+o9obJDe)= z4-PdeSJ%~6ZF`oP8MH9P=h<^rvJ`fMF{FoAKQcM_Z{}%p6U2SvO>;J1vM5U|9%iGY zSd+9;=Sa@Z+T6q;M=B%QNk}&~Mb(3YA1-Dj^fc`^J6M#54<10-bO9m-lMx?%_;8Gh z=8critZi$^)t)O1?t}H{i+=4-eZ36DEjl z&q*Nc!3U;n%;};$+Q=w}n(A=sQ?)Y7>k4;%J&X=6V^xQ^3e>3=pFt`O9y#&=KT}Af zXm?ve=boaroq+=PlX)#i)Avfv&-aI5GAS}JTkG!b3(CfEv>(i@#`$hT#*G~-k}v%7 zWX;ZqeY9XphL0F=3Ohlb{HeIO`(0;`t=nM=log=|iRVdDA{v@F`iV1WEr{LPmX=+W zl+1YIC&3&q`1x;Q=Q%n~}64GZhYuK1(W^~+gJA-24+-QmZ?#_GY6 z7{b6yS`}`Xj_#wz6(ys0%7Hn#f!};+e252gGALL;x~5?6x)-Gkl>k7TTN_3^D>b?oJbASK~B!e zf7Ps6U6o%iOyu&Hv1n-)pPa{_b=YQth>1AIVh275Ka``mpIU1~2Geb_#K0XX^khp* ze*J+74mPlaeDs>R)Z9Alo01|QFX68Te-DZ4Yi#_IEF*T2Th1EVWIua$F8atxI*0ZJ z1+^2O0k!JmmoN7*k3CgfEnW|!w_YBK&!V8x0h}LL}^A&dNaTZ8v>eua(+&spy)5<n-q+V^ z<^(9jq9OFRCsT$9)#BcekoJwoO|O{*GI=6C0SlNYY&0N7ZAC3$2z2ufL* zabOQkD)hMHzS$@tCu!}=4e2s4IDVt!I@L^_jZF@qgU2sk>_x~oH-%GP#$&Q+e}Ozk zU=+6g(q`P5)9mh=PMUrD?%fL-sA6$%9QDZ_8?BQ|vkpd5)A}s~Sx)Er{(O5a2r0J( z2SlIxcmY+&=S=+|IttqHT>49%0TF{&gmvKSwRqlpA1@g}mrkTEmh9TmAQdKAtwv)ii~m+u#(uZjeQF{3)X|C6)(k62nFhjm`| zf+_;fA%BWHG>JaqP3a9dc<-Kxzyl)eY_7llkwTord>Y4P4ULVffA5;tmxRSLrO7<4 z@)iSC_eDf>LZ~>CY#_F3EL_+ZFP+X3 zrka#RzInWS?8nWgCw(mChS+Skv3zxLE@^I@$B*#HLlK*;&QH?R0M-NKW&8&J70-z9 zO12&}di3GP1zi8Z&J_D##s=1X4zI7P%Yn^(oSuI2#P)A4x7HL%ix(qM8qx41*Wzl* z*ZkRzx4(NYtO7*507`$ObYa`p6j~Z$i+o05FLOuP?wM;>-i42Q0bo1F(FLzFXJSWv zGI!p*8IvZ-33$wP6vvZbKR{Dcu3+LUce7!-y2~agv^)(B4?jcho`FFqeUmZt%tg)x zrUsWCzo>_*90_D6Cg*k|2)Dwhbn#W!E=O|ITUytauQ2ao(h;JFg!+jvD{0wQEnH)q zX&Z`8K2#QN$APpVOU~25T1HdkO65%ov-ZDjtNJMtP4q^Ne2B)$p|2mAH$62~0;4T7 z5ql`$@%!wln%VyT9aK9Cw-EpULjwTbRK%Gb6~rhXbW-VcE-l`1J(5lPAhHwWpU{h+Q+Do z?%mll4kNmG{PP|$qt1qq*LhzFgmKM*1B)Sn^x%Ivo4q~Aru2j16`!--@WBHbhr$V;E`(FGJ^VP zX=x45|CLl|!nWFF_TEB%ffV4!?C0l=pCbYiKit1^N*usJuLslj*|xVk8kNCSFGJ+sg`5Op&uYoIZxM042$l zD^mA#1y?~=mCqw55nLzyS3irUoq*BiWyrRIp`k@opC>5>k+Mn-6if*iGW`azD z*{XP9ODDP$YHDgW(I$PUdmFMI`!+XFq6INf1liNdH&s3H2qpzYEz_M1-6}XdIrp>V~%2c zM`J>OImio%vGcNJLAv+q;tK8v#Ypeoz5m_>uq`c`!tqief{O+Ok8|b6q}e%V>81SJ z0}KnZB1qD7Sj#ESes=-0LO%!Xwun*m^~Vz}g#4_dbdLr9r3E18T`@RdDi1dL#DSvc zvUThYsx#5IbUr%ebZ6rFb`n2Vtmx;@FbrW*Y5N`@C1^fsW+bQXNxzi-ewc|-i2gLM@_0RjDVbvseL z1n=4&IU|cSD;jvP-&$FY8QRRgX#Lihj(W0^PVnO zsnQTvEvxUoW#Kjcl}gW^`fvBy7CbMNzIfC)TO9C`-{(3J-<@E1`T2XV7gB3xwZkoa zXehiZ?-;)SKFLk-ljDiI&=8{K19ONZ&)-IC2gytR$53r;OP=T4f`lZm#TXbOPLY0B z`MUi3?-vy4=xCflxBhE#FrMTWa0V;e9Q;zfE07O}(2f%4mRJ37ab{Ii1`SG1&Gv?d z29KGWo6A&J4<_ligS}WeZF91&J%Q>tr8iiE11+l3(Ou-ldoMKIseXTYttMjenn)*PTV{ z67}HB64|#InrFOdfW^hdDY0}`sjq1O83_$Y-knd9R20lk9v;~`U+8G>fNgQltet#r zRvdaF(Ke|3{(7hgJe(mQc-u;ymR1mX&F4zr`ma4uiy?4S5tY;DLU4C3%^})BbG|)& z{J1?#dgG^}KPG)>mb@rC^|fWFYsXv|toP#+b$MJ)W zYFFrLn%zQ!)@6{~7OM%gqhzI*xHR-pQ|m+|usJcdC+%vHwUUy?h>#>HH%A5-CT1QG zw4tRTo|}PC##_F*yUlQB0U*OaIL2-eRvG?`ig4}C?CpC1_A)6Ci@tu94KUwMM(?mo z168;*rLIlFEfxtPmit7U^fyV_Qr)(tr3Gn#RHe>b9oNjaXcmPz4PbJ9gpgRXqgH=>wVp~&bkzE&<2W*`yh!QY2rqGIaa4>%h97pcQaXM zV1-YYHn~2v#?hFc&-yZ~NNu2iA{1Gjka*#n1TRPs0MMt|3l1w|gLy8APconu0 zX7lIw#=Tu=2T*Z6y_aR*&GGKmkux>(0tli2rtRRf7znE}I7wy>2VyyU<=E1Sib$Rj zBClhnzI}=8^sN1N`Bdy!Bu{7)p;=lej1k1ao~=BgyWp1O+^i=ZVp%RUKGsfefHf82 zot3K*Ia5THmw)bdpVomn7@X|O&awzj&;5*yz-N=UZXE-^qpYNq>gKR;VK}j2<-5f8 z$VSs?=!H=O-sipnrJ_bG?~E!*W&?8?deGAmFg$t>pP3$4O#aOR#r=bSiN~v=B81PJ zh>!snF7KxBSy_By_ShB@eMz%jy^e2)l2RWhs?d|mghbk18mIjge#_JqH z)wH+jS<;sF+uw~GjQ(lqQeN^d+b46pqB+qb_`?)aG4<=;f5)>dWKiNaq#sNl(mdAA zN#vz*!;xeFA|b;@B(0GztmP{6 zn3zsq;`q!c5Wae#hg5uzSq3E-Bb>HTLl$AU{uV-iwan_3DFjDRMa5Au4444bp=8q01BD$5|d*iimPnY4Z7=FN$O zXMK!L`&({TcHjERQQFQVcX0HVktl#@QIx&CHqiRwk;urj^S4mjIWc*}hm3Y? zW_DQ_btG*o;pHzt7IEvKTSK$v&9J*848KfGm!C}n;Vyfe)LwuH;T9*I^1vZ(E&?@t zcqOS+q)sbWhN5LEqVJr6=*7XmCh5?)0(n=OUJ?^W$9Nq$j-Jgtby~D2GFW2PF>%G~ z4$xX{?A#ycy?7z5?2JFlQMONP#5!_D_CrrvU1 zlWSne+IOx`@v864Ic1^6xI6Kzri=pz*K}@Wjc;#Y#M9kn6s%XSUIioEGCR!tnas9r zjawh8(^P5;Dymbm%SxvWc3AqS#i!-l*pG|!WJmBCW|1Zg_N5Vf!o<4+-3JjUG}?Ft z+J^(rjAd{(;t z+DwyCptci&oD{Po!E$^fl7uMNoe;3Vl6L4il|ezm4Z%kYHo!xN(ELN&bfp#C03|4q zFf_in!&~B!hKWgE#LH5dYokoO$84*>N`2^{BRNs0el=B)Ed3Df;7TnMGbgs31P^T3 z9;pz2*9q2IZyue{tEaL#mkf0PbJG!0zLh<)=vsJqxSWE*#nNZ*?NT-m5Upq4E@1S1oc1ldcf|KzSL=4gGiN3x5juLvH)$6| zyQ7H21IGEZGHGBqDTwvu zEho#wA!lMsPDr7f(a>c8clB4k(IXC{DCmgS5Uhrwz^>w)@G#9+uhs$aqX9?5iFhLH za!N}tQKRw?PmUdHFnsu@;^H>w9`X!h@`~M{tT~`gt2(KfC=mYHJ-H1$pFUg6!bt z3rRB!1@~zuFHaoLl{yT$N&ylNsvfIoWbi}1`)=8Q+2T!s%rkWBx3K5fh*T!KYynqA z$fDY{Yd2?b1wajILtsZGq*cjQh;4E|y}Nknl2H2w%i(JJ^ixej{mdZ;Zf&X7qTwaf zN1zK=nNN4$!6Txh3gg!);-Qy&2?V^YQ^oY>)z7j+oNx$s?fYTuFa)9PJUwf+HXb|_ zR&Q`CDXAA7JxS(TalC=HVMLfTa(qwgx-Av&Z(fdh^Dr}YsP)m#Hwx}%@AcKN;yW$&&JrHfDWe z@^95OHjck&9RxXfRS(o1LT+>|`tt1t8GVgv=GZ-C1aVkMS)7++>rh4|uVM4ae>$GudjEWILN+GtU6y#SCVoaaL zpN40m7G80Zg1nSH0U}shhwjwb&FzuS=VXmy#>rOBx?NG5DYzKa|G-E<9}RW?U?`;k z7Tk8^fllDJF|%YmY^k)0+7kgk!1+Sbjrf3RjEm+2ZA-x~a>?gFoj+;}#*I5ZJB7Z~ zcwiu`8u#_h*Bc;q6yWE2Xw9egAWo%IC&FRz6o_m!=4R-wU|hD7BS!5q@k|?fvDa>T z2V%C0KgGv^Wk}=0%Fa$?%d`|iZqh1!6|cNTHHLbivbRr^@>N7E*MIETV*$!Sz`VxO z^PjWv-*}s3QHKF&CZsp~`p^@&EqytVZaa(lRB7JS+@DA=hA@86@O=LM`ud{MhUNqW z5{pTQSFT?VfYRXUCBVi^nB9iLWDJxwq#r_#9B6tkCU|Yef9Jh(^-vU=#jN>kq=;*Y z#O}@^xL-Lau9BrWQQqm7Pb0sB0MHMZ4dh@PMi!x#&TEvQ3;ziqx@IG1l-959v zP#*}KO1w^kRj9(Xwg|{rvw1m29TY?k(a2B`1_W>mSQ{bBpBqmbR7ld%M<_r)Ss_3Z zBXfp^hRFNnA!(#_vm>@&R-*qlxYCK)FDp30H%mt#iWN0Af^@%kHI6rTjx){YqljV@ zv7`{P&<*`WAQyvM;C!-7xSHwnd(~eacM<1<%3a7X!E%%r$Yy&hY_qnty*x1p!5HYX z*u&!A`6u*)b+|y7PHLyod6tjQ?=S6*i#eTeoo`~UD#p(~qo|@Mp?ne`jc!LylBc_? zS;+3)qLo?n?OXk1tFlH)_XpfoMBiF( zFt#AcQ=UZe00?n~@o25=s)E|4+rLUn+YtwtZ|uS^IDw-;?*bn3NuHHsw&uc~beY__ zhxb2xPz6&tBrKNod$%hHSf|}}6>pG_y140x;R1{r)TDRxvg@6p6*+0m_g8~QO(Q`~ zW8}{%@zc`Dq)%6eM^B&bB%{zG`aS)fy}kWO2KZPKXvG^8xYFHyes=Fh3xQ7*I(F=L zV2X0rt~-Hj1_Qp4fDl7FJdqNpVLRMUwe+-U)2KPM6)M-iY{wk1GNZ@Zn#~k9u;XTo zc&@4a7_;~hI zxBH8%{^gI>3RaN2&WC>3PIv6sYhQ<5^|VmnZ7Txq7#ZN}6)S6M0-$nGF;_A?CAr>V zFP*X0uUAVvWfh3K&^glNfi1gDF2`?yE)mmP687M@)klkDeN zmeUV4bo;I{$=y;e8QRb|%$h$dUmB%CgkXx`6Z;gPZwiEb$TE1~d*RkC6(9)niaq|Y z(L)+`UOcCnfz7kuwZ1N_9~IqSK}^z;v}|H)&sBcl0*dlmNDaHTiLW`KfWVqox8ElJ zxEbe`Y#CQ~`w{wXrh&=!rq+)>>mJyrHPs(Erx-LAG~1sOTBzR__0Om5)mGXtiXC zCUuv+ZNG-!U#$iE^Y(2|h&nM^q)$Vcnv)L7wPtGbdBK)(*&V)qu7Ut0^SYpgw5iXE zI1SSd-du7hkJ&Xd1Udl&=-$&Ml3sUPmA0VG_J#B2?E>YEM*vu57PE16#m76fxz=kw zR(`CtC^C^TsVJbu5Eb*h`dmamQ&Tm%Rbpgm$?(HwwfgVGk8DsB?Avk-*if504HdJl-R=4I# zhJVHTVCDYe-_}V>%+B^o>chr@>^(FCD-4dg6)4?i^5;!Tq0P)I$Qwueb3f*xevJ8XNc)3(AaJq->2 zEr&cwk^tEqa3&-<(IO#&#nFi5YP6#UO5h!(753=bRc><#$@xp%7v1=(sw!XiF#>uc zai)htQ^gFz2USz-xpN^b=icz`g_s(7bKSiM-&DlIv_ioYvd!B8MhbpgAP(@pUa_Kw zYLP_;&{`oiQ0F{Nze6e!9Rp&v_3p~paSK5^90~mhCXPbHyoP4y*E4-kH1iwi z4^XoE;Vs(7V5W||XfdAm?#3!GKK*gsjP>|}NHolu(4tMi)PyrrJZ;*vv9z>AOxKkJ zNudzPO)^mW-K?Xlo4Kc-g;234Z?1|fh^lKgfQ%G#n812qsH>MJ_gXZarld2oaG!%s z@#nE7)a#y(a7sQqonu4;Y&mJa@_c zvrC2-T+4?=f&MI~9WYu@wm?dWboN(LZTIKTsHnvxV)TGEzgG!uGir+QKL3ciMZl!Q zL`%vVDhzpop{v=sp&p~O)QVu-#0W%Cq3^O2#ac}j6K8h2uho?4j7WyoGo;^xA$^1p z6vgiSC##B6&f7aUIP9TZj(N2LQIwEW5M`Ic{{5@Q-B=z2Klp+s;M+pvaWDDyZkT)t zd8g1LY->H6+H8M7>0Z-sL^|H$Kv4!;Fl*jPsyNy|(H3k&(MOt3oz{snlfB-coNQw^}@{tu0NrW3uUGY95#(+ih*# zcPF|Vmb2y$m@sqZKE#6G;Np>qK6%IU+>3Pd?&d20*~8Xv*q}*)FWTwK$`{s&)o6yR zKL{Z!P}li&7{uB)y82rDnJLqzxqkKO-KNR@wbrF+r+b~AF&VuSYMgTj9w;mw2B^O} z_vik}lDpr1J)>W*ss>z5=P>e^XP_#(p!D$N{%x1%O`}+|nmADiVlRA9L6wDQ=g*&S zGxMg+pMMl0a1y^R-GH}ax`$YP`TUt);Jp1uj!XegvRIVd5R3}khVt_iLW7xLGnv^j zy?XVx?GGa5%P2XAeFqz(4ai|Mp^VfflwTCh=nW{6!)L1_u%@1WTv!;5cS{+dUC4oX zpoq7A%uc50a_M%qSDgIxRkH_E-3w90g(UgUfeJk};urSl*3F7ef8wT!g-75uggg%PJc)Ah6#a^8Q&z&3@o6rc$j=$; zEywfuQdTwzdG0hZ2}5tVl`r1@X0hSME?FZ-#l5k57#JhHOFiCi z*9)0bPa7L|czBfBb*(t`q3~|)`f;`=G}A{LG+w-x_0B!zhqwER74hch5QiIV`n8~h z3pOiYzq87OL0yNVM+v2WG;_v`7n25r)u~8Mo;&wg;>4Wxxy3UqP}(k@7H#tE->HGt zmT@QXqk(=2M41$~s%5V(;7%pP^8Ozr9vHEa zy~Ax`d(H?dk})gqz%%7Q@uw&?CLhRL;qKm(x0L}o#Y2uA;sR_~0(}w1c`_iUFD2Jy zAlxv30e7K9I?OS*(($JQ%zEzk@%Xs=UbVyf>Gc!<=4IVNi&gEv2%0TaG#LzY%_9$8^ zIoEU1Ek#Z_Z9^5+|G<>PG-`U;!W_)JZW-ttMU*kX!o~^c(vuQjYxwZJ=Pq4xMeTi< zIWYsOt0!{gIBA_jcHV|o4zuWO(gn{T#^$4V5n4!NtN#8yW0G+5<}$LMTe34pkCI|I zI(=6$gSEufbvW(0rKsDU&^FgY%X796S!0%-g2e&*$6jA}@Mz#8^$iWr`m{~u5ci6h ze0s(N1Vv~up7L#?P_u=1jxBFA;`cScm5sFpQSCc*S_V&|!mi}$LZNYnA-?7Q+Fctp6fh1{ngO%E8N`dmd*=wR$-{7gr~N_yZ&I!TjcJDVB?yP zIIFla<@=O77{!?BaOm5ofWUuWE-jYCY~@9JHa^a{^x)A*ae%4F*HgbeFD?9er+L8N z+LFwB?^|bA|NT3Gwo4pT2zyq1U92Ct2>fl$DJk zYB~#(>lPKan{n0@x~O~O_9kBfz}IFmGeK%rR#S^8D|6$4#KMpMu{6XQgbuVI$^5dH zdcruwoo#s_cgzd?daSVN$cnc-fU;#f&$~c~e#-3Sy?(1k&Wz_9UD3Ag_k&fS zS6dTbk(dQI+~wLhW3U^vFrYVM^nn2zsjcbgragQpOGKD}I3gD)NWWiP;_7iu!Rcw~NregKZ81*&QIf^?UX+b`o^(VE17! z>kjTKVCT2^7=*RB(T1MgUvJ6138PneA&tFc<5M^^v(?IJ6v<^*zWjvuWPjNRGd3gs9`tIF$=ImJu#?*@k zf|O)rWv6eLY+Yja+lM~4pLmJ}23=Tmo!F6By8}YM=JLvKPSn5biP|nqTj;~9CT1YF zQIDLY1fxRibHM>xPft$_V_V6kY^zm72!=jl`3-OCC&Xkj5t+p?LGxDh?Aep%-b1G7 zj3y2GzleGdxSsp={lCb_EF~l)sdU+Uri~~`Br~$g9v2zyAtNNRqC|v(uVl8rFc?iZ~`LE%K<` z+%Awvp4YpO!#_Dxt^eao{UGffiqG#kH)S$W{jdJ`PGTbgLTu2Z#~o-W(PghG0|dxI zH7;<6hyn=VM@McDcbIMW&YwPg2hp^)db5iQA8E?mX(e8qcT9FRsBpg8b^qkakl#&4 zj~0#2NM=epZF)e>QDpL1$u+=wzagZ36 zJjl3ql7O{PU2x_8|^kK$8G`ubKtOr<2D5bjx$?pL-M38>x(JW#);Iv zJ(=m*7<2k`4@$d0k;%M$dw4+R5Ql==n!jtxDf#Y&_$|8Fwa17_^34W)>K1Zj6RK%t zpfHg|fT;7Py}+6}?QBZl!jgOC6x~Z&C5@oI1nmqe)fEgJPl<7|s!kIx|>MW?Tt^cWHwz z@bq8?Vc~53FVh^ZZqt8$9!chTS{>ISFXGf3y`_%JB7j)fCIS@CLYZujMFEPKH z%B5wV=vedrkeW7ISN{I)s8Hd(1ELIy=KkNKq*uw5p|Oe;TeXbBcR_Qm(J196ES!=7 zuzCU8i90Un;C$1+<()+;juu8EO<=jSe^zPG0k)n-mwi!+e{Q!A&_4Fbs zTdeFtHqi*ooj>0^eUYMVf&Dy&5d9dkpz5Oi%Ey>tQXVhQ8ypg}t>kM~w>R(cG55~= z;tZLl)qi1jE@Wn7WY+oBx@pZ@w)DqL2$9y<;;x5t#QX^(2jZo0L42P(A4>a@GM~M8 zF%M|VseNOjDT5MsQQ}O3!r^uJE_khxeo8H)u1n!J6jR6I;@VI%0NncF=_B(+4M((j zavtFlu7j(uzf0JlMk#Q{$>X1PW+o_aHF{d$el&j{6_x%CpVAygWyfqZwp{ zAb#e!zl*%8R&NI8m~doxTZ+`6%HlM4VhMoWsZTxt_ID}$UFLL;>cP*!QqU534zSao zy6|b6gODc#AtY}hA?jEH9sh8>dvSPtkjj9NN4;$ObjtklYZZy|@hJ0a^SCSJm+1Kb z@1FkqB{t6*_e&LV8bEmcz`4n@>g#-7zz`9OQa2Kcn@pd&@6e%bIEiSZO?iA5xJ{^d z0(aq>kcPXEk~+yX#)*jgKWtnAL`qX7AImMhdR?TX7D*St@TVAM^PJtfhtk*3(u%vB zFbJJTx*6v_BF|C0oA^&?I$GAqJOMF%0 zIlY9K{^_fzH-ePGdK$oU2R;((2meLI2Kh_x+S<* zYtVN!1@Gm|S}!g}89`Vdy0P3q$YC_d@_Iqo6f)vqqa&J(BJ*Na)L6gw;?qnDcr9?8 zZq;iE!-i<~Ka}rBQ7tNY*#CTbg5~?Rs%s=nzkG216IlqTZ3`3WTw4+g zH+86C9Df(s(thjV@>l|tv4Ogdfk9x(zBgEnkK_^p!mM&L7d7UEo^Qua8U+Kz5!afM z3(C5B&)53zTCXpR&iJWVzccm4`s(GL{_Yc}?Xhwd`UfNf zK1S|U3el}S7~B?0!Onu5lBAW>}5i9c)C>mqO0XMv*-w!em%=&AIdsPGjx0_cF3U*mVIY#FR8 zE=Bvk?yL9({zRj&gZRJNK0{EKA)8O+aAL4f8QiLi(GJesJQSN0cF)?WY70!ib?dm} z5ud;bMcwg#Dj`w=H8wb=iB7OcPs1WCUQm>Zr31J+6npj~rHgRm#w2dQ=}KmwrMMCa zB>2qQHAir;11Ym9v8Z9{vn3Re0Gb5p2ge##%&+U2v3j?b`Ka*>ftfAbgm|Bd!YA`f z3W944LiU!2W`3Eh^oZ|ZP+A2I`*qU_W!92>7K|c$}`xi{SuZ{=4H0(W-=o zxOL0aR99Cb(Y~3;C&&YXy4(1+|AgC7md~O<`(GCHGwF$9jt(?%>(*n%^N|gSvk;ST zSW^iFD>_d+X+{0}Y5fME3_v7B`p9j@I*Fs9ydhY+{{PG-l@60rzVw^KVK_EDR)GhBP!Mt5SvkIOr zE;Zm6#}_}z%X6x#C3ZEWS8)n&-_=q7*N2xo;&Y!pQ|FX@)*VQIXzgw6#jnrGJ%?0` zhe2&p`1uOV4xyi7c2>92R%N-|8&GX%F)vz5a~;+04tg56S^$Nl-n&=8Cl^^3+Dk>F z@QJN^j&0+&yGh6iW7-@LV9cX(HBRr}b6b3j`FLyg?8j6SR9CFH+Nh~XmP2!Yj39tP zMBd7_dvwQ6-qKJvSpVj@Wv_~G|x{I6e|ie>=!7u5a9 zfFVo}zgcQ3dL3|7Kaf)Z5%(ed8T)-1(2vw{DovG$Q^#vU`8Rxy9-X~i&8Ma3Ra!4$ zT**NdGRwg`c^YF%k5uS+xl7fBlW6ShpWNrNkj?G; z&u=QUqk6MDUw-kwr{{IP2&k0L6p*0x_jYxesFrLz>PA{lPAAs69$RI;MyEGSfc(Qz z(On-z(zl9{+Gclm@wnoom_Q1x?ynfG)(t`V2VH&P4Uu4Mv(nSSfO~abshh}b!5)b* z{>0gt32wpn>^MRvA0*_?`{)j#EwyDEzmV(BVjfH1?BMLC(90%{u0I*GUVg~pw^w=r zqfv)^%@wT)p{kq}E&PysjGq;nl<<08>?ZWoSW|f|?Ug8|ptUVdT=nbb3Xe>2|4H}k z*b#WQ?Z&y5Rw`lBpPiAl3qop6Bzpz6c3-A7sI7zhk{x9^x8Eji|1V(nbsSa^I-#6I zE&e}@Ylwjnz|!Oc>&Fl2tJHbIlL2vROBh%|>^MQcwCz7riT^hO(ag63BmVmQY&(M6 zP``8*7Da?lNZ=2e67ZnPFW^G9^NrQy!+8MG=t zN0>42=k6dg`E&QTT6{9(MlHW25Y-8-Wg&6kUyou673$7y>VU$dfafTyq+|Z=6 zxknv%5mgSe3tq`FRQ1ZB6f}d>!A;460=y6qco~gQIo2?B71SmK#Fd0AJrUnbi6tT- zX4L%y+qXbb0Xj_wx~$Jd2(vR*<&utzsQE^A zZVh_kV{dqu#*6yHo3rr&NHa`r5{>1K_WdI7jw_??nu~}Kp-I$U-y`l*pT8HnnvA-Bbm@b{&-IiLqIG+$2n4(KX;egn0<+};PwEZg5uQF^ zOwZ=t<>PK|?a`;K4>t~7;1U-QAFRDsLPKPo)#t}d3t8F~(5QG5$9R}h1&ak9N)#_< zQy2N#Aq#5MT*HYH9dzdo(~^C;)sV?f7`5BCUCHRN$Zh$vWb|EB&0PT{_teus4c@vI ze9r=CiN7der<3mj$3yc&yANpHtXX7K;Kxye7R7m>jf(sm+$Lmr}=%>UGOPH$m z%MS#CC7L18Vhqlp5w?7t7CsJB4qec1&F2YA-(G2nFf(5_A$_KddxOc4bQGf}HlW7! zx&NUnB`g7nFT!#~F-yhw(>&2PbtNoKgOa~qgR$b7tY@RH2|d4?F%pgs4X5osYsc}_ z6t)ISucTfd7BXs@^yToNF}Jrw9vZ{ z?J|+}JvT92?}I>rT3YYMI{Djn=IaV}O~-Pwfp(n1V=;c6GbcQ9TcY0XhR>RB6?aZJ-$OKGQ~rPTtEn^4ez9#00y#3=i8j}?!phW&t9 zi<&s**6LTz1^;s^EodY-9%Txn!kvXR9oIxnO)X)=uaj8|&z`pafEDeNL{Cqk**o-# zl%HR8eYn<1aXq2o`>o6~CXGeHZ;L3!)}ThOa?`S9z5X{IX%+JCi6De{0?1itGdFSY z_)pUq;(J(#enjV%QLs~Mdfqd8MK}ND19l?-kdyn6pVi7@y`suzy3JL zeE99t{jR${H)JG8${P4wYLz5VEnJ_ra#+R0R_pa5MKH@Hq2$aKd< zRgV+)HX1#yZLDx5YL~c;q>fD@rcy`R2U+3)M(gW?6o$(pMspI@TcjjWCv+L@Va_j{ zvic3i?;`4l+rkaKE$oe$g6~`J0qji6*>~|1?VWwd0rI>gmLszUl{BMI^Qf(G5N)tn zqix^bJZJ1~ucZh9pRkMk%;HoCxGbO|6uV~HDl!&@zto3%L)(8043dcK7jat^&ojE~ zIo3)9kxtZ50-zXLQ00EudwS3!k_rOPEm%0_BnkQejg5=D$K`(;CGjnM(tatD8s&n4$kC|KYPRq3@{31XPmplRp zlB!K&C6$NuM=hhx?WNmXzkUpN%gCc(l6XaPNRuIaS;)+8Q)%ewv(0dD zmO(_m6M;pP)=W=q)tODuy@=fbk9O<%5I8_-jmU>v%FEZvm=45{Ot^g23dP$fzuxocHMPvpqNun`R%H1K8u8HsNy{iF*UIlLJ=sB|;viogn`Ai##edMhmQhoD^%c zZeV1?R{v3``{aRi^DfYz=INqAUz!BW6)_DvZRcW{H786zeQrq14=`HO;`BkA!#QZX1p?HCo}{rSJ^OQtsnzyFxB$sl_gS|q9y`O1KS zyLaz4j;${*R1+Z-GMH9AN40DQ4HU!4fPn1zJHQxZA*}Ak#F&^JldrIjVeI&@dczQ_ zs5usm2bo7Us8DaJr>8gY{Az6RPz#ZNHZeXh4`Uf8$I#BMyVqA!Jki!XP5r=7skkEI zU)zRKQ9RrknU*;YejBr$2kHj9=pW0|-t0Q(P`7cL=I{@|PS+N{@1(GPr_7WJPyi4r zx*|BxUqd>nt1W5o@Gp}#Vx};mHg@{q#JB6K9p3&?df|C3{e|0*MdaRTar2cy@%*Je z0!i2ZObII=a8a4^hmNV0}--n zr%plS3Cewn;irQeRzw}_nK5`e5pY(1aq+~EfL`OIfC7>aYV4A#&s4Q!7;Do}n8wnt zilB`?eK_Nu-JzZR~zMihBL$`&-q|bM^H)>JlcB7+r<42wO6L!@99vrMN*g zYrA5x3Qobo*uE{qwD^$rn}iJmh=;omA8yW@mAGu|t}=jWDTxrEeBix3Gm`lz6w?R#FKA|+ z+Ng13AR6Q=0m~Ke^aH&j&Ybqt=YB6ZuwbGN@2$s|j<&gfM4Y&2(HBeobNstfR)I2u zuzq!03k-)IwxFOuv-@%7tP18bUZnl;^W3)ds7U$XJuSz*3%GNUDxQv6>?oY5#-y=> z5wrM3CXg}yfu~UpY^MvH$F~&z&iy>qI1_JLJu^(vKTt{DM@F!UETA`JPRk(Ouapc1 zZ$1HMGMr`!6R5bk)lhUDPh#hcM#TQKT1Hqy7px+^J^q8SCP17bVCAXX+V3o(-b|5G z67hTirSH(GBhZiRn2#+7G3c`D-@Yy@#y@fG^=Zn($B*wpWA?>#uIH>9@mWl?{ar15 zBJPy3GJ&b8?Ep&J6f9N#EBgco8UB5Q7Tkoy#^V+XTOKETKrekss9sfe9TAJ80#P^( z_4@y`017z=FneqaRp5K-)E9>g^RXKa+Z)!-J2-~&0?VF@Fbwo1#=xmU)nZAzs9`mV zCljCpbQ{J{tsn)yJR;FH3hK%6=7zNokZPal7HQ?gQWKTk-YtMy z`oIk;&w+3uREKXt1mZony^uzbF(QViLI5vnJY&XN%flrc@f1`IWxwUM5^!L)j{c1v(|Y$%E$3dfw-kmT3uUT+*u|gy590+BP6&R{oC`V*PlJnG-^I< zrGC_gIhQ~U=0aLi>TIEM69J9tPI-%viPWrtC>C`%BtS@MnVF~7w8}TaEh0`&ALDCk z7J33GiDTc^qy3jG4L(F;aSU1;;f}f3AN4feY~$zMH2GXqlSMGl2tHl>`Y$b9zq|hm z$D6FlpuA{^B{8t%(`#p_K`8U?GX^}Y$ukjE=)WNkB_^fmmglE58D4mK?dm0C-@FOC zvNKvc4Qgv%GHCn zLFN>;eb>(Hi-e4HpU14Fv}F?~Zh--ua+e-21sFvzKA-_^P)9@>d=>v)&h+51AP<`U_r;SX)mReZs!ymhCi1vFG(kJ2%a zfX=(bb0!Z@Ga;Kn^DnZfi8&V&@Ii)e*P7@nC&2h+J-Uu<4v1f&WoYF>R<6?%RGw5j zBJCOyoyIG5`__PH6N@st&b1jkHsZu{sg1GsrRb(9eHa^Bty--)v4P7a-YyMi`SaDM zG0o8nIk5icJ8v9xI21DLClvt?O;^`%`B-|crl|jmVo$yiyBa>#q$yTqv#9{61sahy z#i0HgLQ|yJa;-4iah3=UVTEeW3t7$N_ovCblb;>smlBjX6aD5UE7?0ZeBcz9cj`Iw z+V0=~vv4dfv6Z(m|D()OrX+t;`8|zU313Q!=e^&^<{{ym}N)MKP zE8I#RH~^` zXY`-gru!(`g)^Ebq1e=VDzJxP3;x(PrU%+@_#&MbN6TVI@CI2Qytkt(lXapaCoNeH zxs}?7cjwYS*uD7uD8ciY7~Gi?I?{nA{p7@OSuM0`=!vvjTt6QSHsJI`@WN(4O|UHl zQc(-GFheJPH5fR#+khj=$|gEY=!QEyZ!rNS1Rsx!+hg>HGMSEL3$qzw*n?5*m%U2C z>qsow7bjM(|^J$rE$vjCwD~jq%gIpE<#L1nXE*S&0}Uk z&<9|-z4NscWKtcuHACI`WO)Rn4cT<93>S0eV<^Uz)gxZ#1rJ-B6=@+AVUsc9>cC=L zB4 zy&29&Rac6Lf)X7`x>x9_UG4k%JibaC{Z!*&wuz~Cw417^7V<8&Z`Acr6Qj&_;bI+$W^V&C-T-C3iH%&Wf zqST_wKfpZ-uvYB%N7t3MMkgl#J|zOo$-t@I0{dmZfV4KYvDrDf%^Q}{pfk)$ZC&U~ z4YmcmsaL-~h=?#61Ka??AYZiP`)OaB0(Cil}L%S;dhxscU6#X8ov5w+vB^-oJE6zkd1A zF{*_{0sUX%!4W_5Sk#X>bTAgH5j>qyxZAe{jLoRa%s2s8d{qF(+4j$vi!d72oMyTz zC$%*`!+JAsf7}8Xh31WjnS!$zQ=7107NmJJd~&JqA)r5U#`uaG(S#rg5wKXfLyxPg z*RK5-7V-SW3t7lP)lu%Zj`Ep68Nb6%X>?*uS@ZbImtFGSwh5PyM%y~jO|N;M{3+Xl zfwm~Yy(V>Wl0GBlq^&bKQs zFC!m@J$1^y$KRK!Q#$!)SA|^+&s<@?d=qZ%t-jaA_H`WiN@mK=o*h4K;o+i=^TY5b zB;QM|KSt_X9JfFFy!%7LWq3wb9I+l#j2i-I*YA>iGjQ{{gvj#s zW8fAE>%;4|#(pR$7~1AH(w%|IHiH{{93jP3VPSfYV~U6LTQn{jvIU&lm`Kwtca%p> zdqH8KsZNjewlxq(Ju$W;Kg(tsSV7qv$?HYa?`O9dg71Z;uloZtgZmc{ zLS_4#eAI%1=aZN{Lq3DmT}AA^gi#ki>=!yuE(=QWnFi z?tK4tFGI+bF-pLm({8ToCAc{3{Qo(9Nr~YhqyUOMq1*(rhop5KxNd%}Xu5WGp%ZVx zbP6zroIf%?HN8{&fXO$?i;Hl#wgMLyaTO2jqz5I?>Tb`ibq=6W^QQwmhH2?E#>U?# zdQQyfxmC2dTPY)b=L*l7b=}eMTsvc4Mk;VH$4ME!9VKmb4Y(e#Jd{~;!Xm(01Lz`y zK7GdEQrAAf1lW;0CB+aXS+d%a(*8chl`z)v@dF<+v2*VQzu2FcOW)a}-2p^@IQ(NB zX7WMZ?#7>U<;{6pME%ALAV-`(-zs2k1asviJBS>q3b^vgKpNUAO}}m)bNe5TCoNX| z-Y(I*^3mUXoom=3Lrm%zKC<52pyC%RiTjI(AGTe>%+uiI&NO83DG-8tE*<9orl}jk zmt=wW6Erj-J*0uHa7G4PI9KK1TcFrukbYd(rxpM7>lYjv*Px<_Ht`X(WbD|nNqm~! z_#_{UrIyVDl(ATq_Gf=+Xe6SwfeT$8q`jLtV@7k3JaFzE9f!1Hkwy}o8-EfjwiXT! zFD;iWUGsZ=scpK>EJ3qYT!xWIOi%mlJ;9c%{-I=uYJBp3y$eJ=`FP*}rg-`x8a35- zULDTt5|?DBI5|K?nQz`alCPrLzI|H0wkXkn@4u!iD;J^PV5iCWA(q(T3IOfDe~)q< zP4w=uy79{syYJ2=%iAqZq@Rd9eq8pz1T^7_^~F3yG`Yawu<5Hlrm4PZEy^5h{TJ3MD8N0L z&~o&MRq5ef2!l9TwV*3g9znedtwy4 zkP*{^9JM-H%&ax^cmFnVr63i0gz3|+6UVn1>ld=$uftGMJ!x4*)XD$w!Izy+()J@7ymX9%eeIINICyq!xVAG#z6D#6M%R=8#2DLPSw}}0wjqWNj7UWp9KVZZA21Mj z@yM^9*g;e1G_m-1Q2b}BXNP;0bLZ}Y#Lsnd zQs6gYl_5wC*yBKN0N3qIMH%7#AxDwngU z%;&*@^WTQ>UoB`R2oRIckB;aZ%qseK(eq1iN@tbV@&11Z7h8x5(?X-%WBG|P%lc!9 zK%(U0DSvgA+!W8sWgSu)Hbh#=c5Q%n-5EY#U2 zW`g2!*kai!{P^CE9r#IE@f^g@qKeHS9r>0~O^oNqwDAt6d6IgHdx;Wmge{Y>&^XM6 zuCnr_z%9ICp%Q}#iL8%g(idG1O5Cn0O{tZwbwquR+L6-sSaieJgTfX#z8Q@;=(Of1 z&H%oLW{nzf{KkZwqKoq9UnNK+efcGq4ji|DaesN_u!?mK9{(W%cL%gE+mJ;C8icT3 zq~@IA`rjUSh(x~IEMF3-4=Bpm>N;w+uhpXf`H|f7^tJ%+6o3}Mx__!PnKUW5YA)rY zR92_Lp^TK7C>9cn7$%n+(cL^G0P@b5i3QaVGKqo|M6&~NMT~e?A#(uzXwo9ZDQ$OG zx4&iG0W??wIc`!e%%+&SAoO-xzWnhq0|7u-k|0y=%t^*(_mN4s0f~bx61BHK+=_j& zPHT`0VO*>J6pM?ZW(JX^Bejkwj=VDaxiIZdeKNG5i(m0B-7{&!_h1->Kwzg;$;$~> zdM2EH^?)v$(G2^8z@IPBVWuFw5K2ZE3}ho*dVeYz>N|-96cw~j{(3v;9-VoO zF@)ZW%X5a`m_yZOhVLb+PHr!(0mGMDsPpph_6hph;I_SM{rc_~Z%b|wwmb0^FuLen z@nq)Q2P{9TXsoT`1kWAx)5W#hR0v!=c&zM}tXR?dm~9{`-{}DjpS^S+^6)pm5$_|v zHLk!Hq-)!l#{b?(g*eUJrI@+@pG`ryH5xe7AM^NuaaGsJ@O`{GY8c1)0R(Z1N zS0F-Du&Cst3qsEL-SjUhgv)_nkR6M^zKi~mvinp_-V%&&0w5xX=oHjt&pV3jl1Bmb zS`({mHbZkDwU2GVL@qsjP*(PSKqP^q4R3d1cN4e;V%=2YnOG(BKpvdJGssMJHf$SO zR2dtQ>Wv{rEs6+O8g=C%=wLwho>-6CaFw3;#8^}61(6KUO3SWg-f2G}411*U@%sXR z5j55u-5ybXsNkS#QzcP4urqrXu>F%VC7ef;8aKA9tmp9=e7R5Mx{9124h1xNN6VP@ zh(KDn_vyFs#ZlMSi=WB3mAl(S1-#7gxKDE|8ng88toS5i`Ef+hKxFAYfE^~bh@=N! z?QVoBQ5djVS2~oDVm>YYGMwORoBs4>j%Noa2+<6wiV>=2d~qST@Wb&(LHBgN!}#i% zTyfTxO=#QQd!v0Am!SJAJ;gF6dXX>&%04oFx25~`V5N;IgFVJgx_IS^2JOisy*BXw zEg;W`3sjoz#kzDAbi3JU;wfUuDp+EBIM=Q(J0 z@3kN{IRnQ`ibcOw1KyDxU>S~Bd;+puhhH7{nV|k0sxB2H}lKWNB>-;h2sA?qsLlnL;UImoylwG^U|g@psJ^ISoy5mFFZc? z?lrft)I0>_$ryUxm9R z*o>WS317otIIW!;$PF~z@wKf_SKgtuU(JfbcJsf?kJ}}345_2v>>~>F>Cq^-G=W*YX;)?|jxaRbrslwIqa=3UsQu$$Z!iA*l?>W564{!%4f$=> zu;6I-5Ra}Me{s6K?|+a{6;NSe)CdzOM+@^+T^2FwiSK6O^>;_Lvt=b%>#)TA74BDy zfB*PB%DZAn`-2BME`Qt$Bie7@wv$Ml;U-1&DpHCMyGCbQ>pGr5n=4k_)cP_D2e%X$ z6eN006k93RHKOMX#74pg|KuccAd|$$2e)BcBQ&^32-oxpe$hSsJlExEP*_ZG$l;Sk z8HX<+-6qa%v#LDQMWg4mk~xLaTcD)z>$bh7@TvaCFJC^K3ilAxAC=CXcTymMe+em! zs)NChuwtg9y_hf>Q?(J075v5i_Mwq%;c3hugF)9m%1%v>UBS)7tICPfE&xv0H?Pdv z14<6y-CUOT7(aL0Gp@`g(f<8QyCpx(W9ceE)QoAdT=tym8XgcMQW(RQ)g+xIM@II179uqnKQ6vhS^$~ zuOmL9K{ON<6}1~2J1(5op&r2@n_kDYiSRfs&L_wb4trd2zTXO<_Hn>@09NbJX~9aJ z#w`UVL~lvNg+bjG*8wpMDc{9b-kJ<1czAg9vg@+~a_2qDF*B-Pq~13D7956{@xrzA%2z7NO{d+bXxj-uieSKrMHB>88Xj~y1Via| z`F*Q61bsqxH>_y7MdtQ$e=?^*!6Q!6@?MCn^Z{F-@R1;>;=&A+fzqin3Ub*EFWHd> zz8juE^xs~fuly#Yc@r{DroYoY{H{l@UKTL8G7n2TpZxZ1N74q*3ENOH-rVxm=1TnD zy@NKoxrusJYD@MI?_?@fT|>j;U!#^Nh%sC0wctGyy}dex6Ly5$eHj2UIP?1IMpW^Z z6lk(ZmFJod!mV}G`n8dXtwu{#B~df8pO#bK3T}0Jfu(tC0p+NjlNtD;+*)mk=s1OZ zMavzwr-B=sg7cKlmie`Z*`oNj+H0eEjjhL)Sn+b84;G7m(F9to6d2g1kIU)#w( zQsPK5JqYyd+8?spnm-`+0OJPM&MI#nx2EZ?`^Q&};T{Mncg!|z!)V&%RM2tJx*d8} zy(ic=J7DXXfQz${0ny}$teg^e=h}`|)M4T6+O}PFW(sn}*5FU1 z7|M!O1!v$+x(*rgXM6g(WL3-GT|ch8iegMmAi?8JL%b2YNSWb&9sm_ZhB{B9eqKzE z5u^895%8FZA%9llEA=V>omb`;Qf>;a3U&`R6Qgr(=Ln6^_$JF`s4n4V{26j&?{_nB zv%3){zOWYojL{`=NXa~7XpN9>AeFis{BrPs0mn}jrE+#fWCE%8B>M{2QZR3_8v-nW zLH{=df{Bl5arYv7qKaZtujYGtwQJx-<4naSbtmve3TINh{X9ME^^`Rd@3uz!l+0tP zpZM401^&TUhKc&1hK+}k=ke|V=0A4+yv>FdGSUhq+e&%u|EA)GZre&z|0Uu?T7l!t znGa7_=$lv|9AQAn(zlbsUax(+6@hbVYHOu0dL2{r?He}v+x0$-O%}{wV#t;g(|+Ha zKE3ga5+ld6Seycz?;EFY`D8*|rX!+q&@U3<&ei6a+0x3a+})+uMG^?%N`#AQ2CN5S z*t-*oa({b6(JYb9Rn*jc$!D!fS5D5HLd!$&krYJq5OoHiRWJRG6hIuUMlAfATPge` zKtQj#%M5onC>s9-qPF|ImrtLX0eRlfg}I@2Ndo8RUGN;p@>WBlz;fiFL8TdNn-3|9 zXfys}V9k3JE2}VEcx)NnV@dBPy3tP&KhQt4{ol9&cqX3X_i5flRx|U)+O0Z$SU%)~ zsPGPhO8g-xFKIWqK*KyrOG@O^iY^|00DwFzuERW_9eTxNs*j6c?g*Tc7{&*G(lV`P zDTFB#5K`laatjVv@Ku==y>>$08%5rY;2JE5wojZ6J`ltyZq>wr(T9+2+aCR`Sn@G8 zZcTFTv1p>i7!lFZ0H-~8P!KQr0S=h7q7>vXyRE#9OX}Z@_*Hr6@sIjgcbnCF)DG$f zZ|JH2 zq-m%8t*J}~ zF_t_4?1j)(^Uevt*V%{e>m|t^1;hiQL1^mZ#URe&#m0qSzn1LD#3v5}beg(^$B!vQ zt`EgTN`kML8K5Tr?09AAyIxEpa$G2?W&H><(K>?$U4HTK-kE17TAsAwTvGIlFa-*r zOyLAmOb{x6YY&8m{^wj~VWAlP@Wl`E9+a)($XhEwkDgp~9s^;w-D6CYU1?9_D_%)) zU(c+|a(#L-DB$Ni0(c&h0j?swSP~*KlFwb3L(uj~ONOK$`fhu8=%5jUp|yi|l_dN? zl((HW&O30RhNWwqFA62h?r1$BUc8x0=q!97-c_x=;w;VnZKPim*RZ(_n1)5lIxgU+ zji-zkTnU|^_w>nqO>{@#7ZygHZLbeKb^N#}dXIx`a!cOz7S#d$azA26?~6(IHtHo_ zpy)W?BMQf4mf=k}*x!Fqig>%~{B5*umaJ5R@L&1p0yvV{Y5RFhZ7IwSt4ZcB2Wbp- zh?(ZS{{4m~^nstNoqWn4dQL4qIW7FV)l|Flb+gvZg6Z1+=l!PEusk!@U(z$FI)o>w zzv;0gZrAluuU1hriI9`RRsKHpqfyn@Zto{u7+e_0rgD;19<3k?d`3z`hXu@~GyqR& zMgSUqJ-**_+P&!FX^wB#aZ^5dOd$kZj{3dFW}jc`oH5OuMlE8RjExWqCMtNAW?@wa ze)Ivb?48N)va)1~dl~g32+4{iZhg&y`_pgTOHFm+DhUWhf7}9Ks;Q3xs)xFHqd;dx z=Y%AbeESaPQK_Q<`7`6@-UqQ2XT8NS?~$s>v{6DrA^BalDrj};#2O4f0jZ>WGtKD9 zv%E~>eA|Ei-d0^*d+5*u`%kcSQHc`2GPk}?WF6!UBs#4jc0k|FD3Jde*@O*MJUBrw z`=7ZREuOoKYssRc;lqb-o|n3F2_%Y&lJ|&Wj9z_cy1+(-tEyq-3iSW;6^9jFa@elG z@Mi4P;0JH?WHag=+RVRy&c3~J(i1yqoQhiT?T5No4MhFblx~n0&Ig+opIrslzZn}; zs`ru1QV1VR`}W~drjf69Q_Xn=msi2`4s^*@!ooCPZT-3lF(G(BKLB(di!_=EF&|$hT0zcsp9YFmv`>!`(*lAMwyZ> zKYw+(1|UhM*KoxU5wlP?#7~)PhcXT9-}3c(DJ;>7Z*9_INu*Ktd(Zd9;7~V@HeEKl zqd1c3U0HZRFC}ixN+x;9FT_Wey5H#UM>Vn4Ws(vNFhf%}qu+JsFoFn4KS2u4qU+E4 zSjG|j`tJGwwtiEl&u_pnT8CD!z`?K14KJ$Bxw@juoVhsC{sS4Bde`?ov0Zo>@<8~j2pvWa7o{s8>>#4;N!2P|8NM4k+wl3U&lxJ9n@ zfA;RoD;Ztv%%~y1Ocq`7Z-741{dZ32sDE=JWn2j-CF|9hy09s|ly6{RAs!m^>R=7d z5KakeZ=YO6;TyK(NWT#mzK^U}qM*P)G^6}q?hnDuE^U7Qpuy$L+j!0F{bij~;-m65 zj?TM?cVfA~_cSFogWHO;%IpSd@m|vg+u&@4-g6h{Oc<#_jpv+wGdIag5vcpz^Hx(_ z7LQO-6?tN~EC7OqZcgmOanh1%ZP53m+n%Kb7P58;HZK{T#4RcMN}iJ1()xeyC_{}< zfteofXt=4#r3rc(N(&VmUtw0zv-S0vy$$C~%{{t68`gOBjOmV!cc8^#^aQUrs?2NH zxiV%~O@mGEpMPris+6j~=0jQYrS;GyA_A{W&IDnvteF4jC1i}O_d;G&mc8NMGn*D+ zxc-4(A$mf{Sh3%j6j4bptm3z*-HF(p%)5y*FNoK>aHsq28R6v2{AzTOa1HP0TDeT# z6Oii;UNkxCN*tp=O}cFMf^16yfup5;h3s2lRluC7Q$y2sop#-ocs9J5eedDpbLw?< zH5>QvstDVFTeEET!HFxG<^d9T|_!28v`I= zbJNi#o26HI^%a77vBr8DpwHZX)HCL7e=C3V%sDPVTn4^UmU0mQV#8d0#9Orz=+KvXf8exRHfCaNPUgrJ>k zTdaEz0qaktk3~0ntVf+ZDsu7MZitd?!^uemEJb^xO-v1)SwE!H!jPf|yNX<=u0r-F zUPC(h9_x0XCZ+>1L!KlGM~-7z|1eSiP)tTX4xUi5&&5JfhR9%Tl%P&I3uSf<*46T= zx0B4okDi2{g64@#t37?vB8p>WzGBJm-}mq{{C_JgWd#H~X3Y<(krg-31eGC9`HyWf z=17rG?!)EZt6p3^u5&4u2AfR2$20zT0YAKJNV@s5V($leE=-oI{;xR@XIb=aKH%K9 z>#CMWDaRx7LA$^MDB(-}x+|kTcaXzSASd|F0Rw^~4-}mTPeUpw9t{%#|H_s#N^s!( zB={@Yh$Ay=KH4jDdPdm&V}tmQu_DdijNzofG88@BGw&T_6pn5(WR>}D-nw0Zf#R^e zK@Ss(o}wJ2351Ok34@dhEWylznD$6Kb?THeorYi@gr99xrMHU@X;`B#k?lQ{53ata zfbQ>&C{AdItDMALn4*u4ONdVu!yO{*URv;BgSKHV_RccVh>g3BqKu4@_^ zYTtB6CcJFsZy}@0FusqrHkp!_QLslj#ym8=j}|j<(A{6Q%aB34pj}fwwX-*DYgAve zW|Cv>S)D}Nf8Qm32#30cK;^fW0glNAh29FWHuS19XU-H%6z%@Y9%JVW zif}xl?LO;**FV3)UtOF?vjaRo(y1*-r$}b;ttKi|@{LMZfSWHN118fmchSOy^SBi= z6Fj(*mBpU*GnSmnDbj5LbwAtVgu>K@Vrni*1M5QrRd1D`Txe*bQi9ieLzS1?MhqL) zm2U>vKoI!y&k~BT1iw=^b~GAnGVhbBh+ohIqiAcw%M1QJmb*>N7ld3 zZf{dKcm)ipdSTE3@E zHK$zucb4K-G%xHUFvgyHefXq44Jnw~uYVzZCQVkB>lzq{YX?^07i;bv#Mw%woh6{l z7_!;}%+2sW**5hD?@ji9K?11)-fh#SU&}FSJqisFlolLLK}5}j+eL=H$8)LQ z0UC(Q4TCfX6+{g;j{0?$fhW{a?<)eW&%C;H6;T;|AxgFJ&bgFF3BUGQMVWHc;69K9 zZU=f27L%uqLjMkeLJQ|v2oPy!2WfqL^I*l9x*t=%N2l$qr(ppRQ*ET~{UBl`0kj|U ztr&EPK{cf{mCz{m`N_;6XsyQzSy=%VV8Zdn%~e!|!PcH=TxnV*kivHGc>4+RjNuBa zu$z)&Ef+34X|TBV{ib4Qv+Ygx@Y-ZyNY;tNK|z9)12q3Fu$=YBlh233*Zb=GjoT-F zeRZH89wVKS6oArX+JaS@?fcF1ySL%Ry4=2k=Xus`uHiPMP|jwZ7^lXW z2Y&GdAeqyw7 z!K%}tX(?{XjAcDoUw%7vp)A22d3MK-5#75t;@QMba+;IVD%br_&Oa_q$Yf+v9oRM| zX4{Y2IPhiW{5xBL-(!FucT+&T?X_IfD#@&VvZ4b61 zlcbEMiEd6!?bn3n%Zdi?*}dEC-{1z*TBc&dOLZ`@c#-dQ@|Ki^KUFU7|NM4EVi0G% zEYF+*o4Yg6D%k6R{rbTjg3ynk+1Aq1>Wk<3=F0pni*s*}Vs*EG4zt5s+iz>9*S-65 zL(6EJWg$!THa;HMcAD2brh};TWxfjzvHOUc@J`R>7S{Lt(ZTITRXZkeaH21DO5V>F z2CUmj*s|*gDdV%TwOtsdU*DhVMcV#%iJsw2&Y(tVl6Sh{UjQ7f;cKI9Zbep22z|CI zeAy<7he;g{Z2WT&P)FLn6c~?6SHm^WLKqm~ZNJajxnTFL>Yq2?sj?Q-gnJ>2Z+uyU zNM-F~clx7GG+1~geVl+8oSJz|rO4W2wuZ3rKQ-SKk0V=InFMXO@3hWIb8-2Y>=}-Jc;;y!bGpmazogzNRwl?Mo^*R`1+(2nxUJ zQa!@^Owl2Asd_ehQV#i02Z%c;`UlzJX$B@pfs^V`pt#a|w#N7Kn#RM>!t(oMBL#7b z6Q7K@nG5tzIdNl!tTz@oSA;K6A}iOe`+Tr<&uS5&au#HrHgP|ID&LvuIl%+?N#+M< zLlfNREXXXoOqxO>-2+5-ot1vBcjcO2pRJJ@&t>hLY=wj(m2vr_oz58jPO$3K_H`~( zN83RD$TefudNPin!!{#C1D`%Tqi_^@mDwqYdibK4pr1OY*7xL=)x0c`0qTX!g`tb| zvV8t!+hxmLJ9hX{Gr-{d%_ZAEiCZwhQ4A%`kr?=Ac5WYd58V z{&K$ya~z-vM#>BBrwzY$@q295j)p)0fEpii#=IUTpPzKbxWvahh_6Nn?(H?yX%#CL z*m~;IWL77x1ogS*;l?1tETlU4)@0P-f&~|SH(JK?m5R?#4e9i%Hi2ReV!%5PT>jn< z+weSdQ&XR`;!1rVwHSNG?Fwry0lRfYhgiZ=-Y(yAriL0^gwPN^X$`|5 zu{6t?)3>l5@7|KGi4ncWwzlt+s9+zeZ>ZiZe(CEr=#R$`D>w8lacoq`IWio6G@#9i zMd$&=hCnl0nR+2IZZ70-Bk+=vZ?TCl-qgmr9*p<%OZ~P*J;_!3RqFP_VW*oI&?LBp zHt$$NGTz2JE!!7ZU-M-&+s{3slF@iG(&VHufwX%`Bf(G@Fc}o_5|1-V2Om)1L5gZc^gTWKAP-2cZ zA9$%C{K)^-mWgwcLg}yc2d2OsC5*)tP)mbC-W4q(M96?83V~LpKuAww90#O*S}osm z^I=5Ph$`LtohMPzWhWCgkBh6eZI2K-}aD5i}~eUdJ%d>%WQln;5? z65-AHPGUSqJ$`dfdn@XO3IBoMMQnKXEFRt3L4np8?9Qx=A(_CBM8g7wQ2oP|CD=y zL>u&)r6=_&HuQ;Wv<2aqX_OtyHI-z0Z(vjS?gZT-|69>MG9~JUQw}e4ppio#VEyk3 z_6su*&^M;Rk{9=A6v_p=Q=JZ^dCtmYi`^)33*K)yR3;kb+orK^!y9MjYlkJBbxU*J$ z)wkF|N`;C}$Ugh{Yma(*^=$9JYrqzhe!KsBWqxso9*3<=3m%y@a~h-~(@28{f8J=b z^!XChjnK7UTJ>L}BF`Pqx8TQV8DS?WZaBMgww>(%Z6*FP09(&HjGa4jyz&h9--FmL#thTS zF}r7NA#2}3e6r{P*oBbbKrNBk4+uKHvW+T=S+>&-3c3>VMZtdfP4Vra6=uM^x$(Or zX?RnAn<-~Z0@0te87poz8a3*cYsOvI0{C44+-Y9jqtCx9->{~pauv1fHlIO7KW3J91RtvcxEpq+6!;Y&whv&huCAvmpRh??i7cOOE#T{3%kHP zgd|4bS3#$^Xe$d+m1$i+@B1D-?eGgnIAlTim>dXpT0Tqd0>5+b{{0SbRa>|XSFA2N z8(X=E323jNpq739*e5QBZ3SIFp66$QG#nZ z?SJdM1dg0kxE4qRVRuqS`m0S>f#{G-6m%F2BV)mt`)k@}(-%4Yaz);{xDT9%>q&DR zsYn2A`=W6>YLdEiCX+4D5J>gT+|wun1^&2BB!z65KOfwoBJQn;iqi5eT$8StTU9CB zCm1RybQm^@?#9rSZX`}dyp?lOzU$h+I0ob?E_eW~9Xs4SW-w&z6n%?sjt zzgi#epc3^zFQt1lW+Dh;M0D$oJ(p4RgNfv6c6fO4Ft+rF!`%u^kRp*&LCX7BDU#g9 z{zn$1Rn;LGq%ZRm8p=4z`LajtMxr^p;X=Z@*>*^sY@oi`G*jyWW2b7ZMUi@~Z##nV2N~McpRQQ?uii zL6u73IrcaXG-bDqoGl5`%nSa^CmhV9}<~4b5p0J<%accbH7$5nEE2~l6lY_t7M+rjspkU1Di^NOLKsP^2(0&cjXw#I8(kCx5t z+4ZP0cf1!={4`68n!~eP44xHir1$dY)b zWJUmjP=HVZ%-sk3{y95K`TV${6${ozyBgMuWQFF#O(FK=i_(@R?hfhI7$(r=i~At& z9!P5p@FiQ=G8GgI2l&f}a%sQj@uf?b#1n@IyQ@UE1ehA z>iF|J4eW|cdYnE!ucA}ivrmVQ@TeKe)4BckGc2i>aB|;&kJLv?wtRCJ3R@uj=e-qB z<5}7ts=}6B7#A_hTDel?^+XjVF*h7N;Cq!d3)1KUo*f9h6w_A2$>~D+ObkoJiXI|O z-0p#@K6`ttJ1VMKCfynQ-iq`~ti9-J{b>a#p!ME_cACtv85vAUJ$AJ_<49LijGSBg zpLY8f<}NrC^w5%M{b8d^k#K@O+Rv&-wNM~T!)DeTjmc;g?*9Ar5|=ILOk{T?Dgw>S z#y1lWo_lraj$4ke+ET6BvmOu58YbHAdt>!uiQ0)KC2y3o6L)wJ8B;TM5gUyqgAv9(BAA;SO)+{RZ|B~AS@`}y=0>8%dQ`|#2JkK4wjhfQfo1G=3NLxHBvnpKU@ znOfIMsAa|~fx2kgRuT+G;wVIgLS!)!pkILlI||k!GhkA&j&9Qi#bHxPA|NrWnGftg zQo%ak{>m;$t1dKk@4O$drIL8aix-5EfLK7OG=_+wqM@O;`X~?rl808}V?d%V=sv&b z*=IK+7Dd9EYTmDkOMZM@@*)uYtr5+QCc4h(j`{yEh`=DB=+I{9mNd6_eXs13G=8U| z#LUInC$BqZkgI0 zFYCT!Kf^RfN08Jcs(ew3VjzTnczy4T`E@^U7MrhgEB_k2IKQa^Hmw;Moq&b6F;yUP z73O|22mU<$HXrvLe}==@`mw7uK{_bT?B6?LEZAdcsg~QUkL_IlxeOo<&4zksV=tw` zvvwicw@9$&?t&scq>lQ}iZSQr)yL`cpP%m*tG1_8Dq|Q5H0I+rSVO}*g8_j=Jv;C{ zu_+%~boV4SB)g8~S0|3HRYwTw2B}wEX+LY&9wZkCAFltpgbbB3``^|F%&tortk>|Z z2a#6lyPY1~x;{e=^PWTthGK%fL@l#24@IA!f9%Z4GyhYViL8D^!nkMF%g%n}%i<_w zg8U~eEKEo;g?*0w(U+K`S=ew|)3;G7h+0GA$%#MVGAkZ5t32y%c=~vx9<18S175RW z0a5PxsI%i)U7RU5&LKnhYA)vT;dx)%z$@XN-BA`Se-l65E&v?(rw zY&@Rdi5v6kat1yf;8?&+iaNxdnb&e)KEpScDJz+Hq2!ThLix(ftL%T~v35iwo%$$jm|FjXEqM0o`_9%P2~4QTgBrkXO!%(r-5##(28gQK zp+owJkq9JAd+%S<&t+X}!7Vr@Gl%ZmS8-uo?!zqH@lxUcWIkr3N6ob3M^;-Oadmz0 zt{RpF$W#P^Ba%g^fmCG(B=i;nK&f+Z^x-#C)6d1kTwB;&Z4$f4`)Kr@8OVndk_~yh zJnlahoGuia$^HkHn9kZ>v>|5C_)cw?oJ16`CMKk+9WTmTiQ`lsjoqQ(%@su;hp!JqtQr^fF6P<}?y@v>C7=sgX9EvM5Z=AKY zyYqKA?Om`hJ%(l(-`VOg&f{3`_qynyYR-H)wy%5FuB8hjE!woSp`|5!)`z6e*9}Rp zD@@s#KX#qlHUv?FT(bR0DpoK%-LKEI@zGwqbjbWP6-}043>!YYEc49U^Ic0TD!MDI z1)5vEe!c!aD+?d(-E>7g_F17|(jt=tW2^%en+4RJj?R_i2@AcQY=94O7OgrSH#;bz z(;7>N1NE?JqjE0*5Eyu7^b%*Khz zKE|uBC*1qBX5G4z;5Q-6-d(?TZ8zVcu&@w_^hNWl72ibqy}`}x2_<$RKP`$G=*i@v z#SHPY)psJaw7K~}T6g9rj??!(Wl{*&o*nE0v%=oNe&);x)2Hu?)yEU_(9l)$jwH@_ z`LD-R%|Wi_aJBKPK3Hx9&?r2-;x^l7N0aN?1mRo9xPvjwsO$|(WZj=BTG&&ZTd6~P zj2<1%#ZF@}2o414;yw23*VaJuKQ4H$9>MqlJk4O>z`dRx=ta*&N6SvmJv>|0Deq&6 z`jN!1U^;%*g-~pSEXFEE)@n{?Vg=#$4ta0zx_gfvwZRgKR$D%0WbTy2#3_btsk}Xw zUJiOh|HRzL)ZCA#HD?(@@~$HRXf-{X9~@6Y?k>-~Da-ZB*qULZ?HNz$Ke zzF(|Xdw_XM{)>OnndLm~*?8OTudb`r zXJM;L{IOfmvn1?juDyL4Ss~oMRG~{GN&kt_pHfVLRgjsBGCXIW+C98h>Nd==0ML!LG?LeA$3c$85OD-Oo|j$!}awlihBwg`1j zbcwPZBePIm@&t*?=an=O`y0?XV${rA=wt|j7-K5`w#2n}&UFy8hG3`(@x@dXqmh%M z+t2M>1p{snxYm#J02|MtqP~;Y_>$Q8auK1`e71?qLqQU5MYuO9q1;pIaAVuE;M@^}=)DT3gKTi3!Bh*0r0Fcev`b*(lLr03|E>WPD4=(p%z9et*MY&o*%Tbj zNJ_(JTZi)5o~?-1hmfE5_Vl<)63$oh*BF%;{uXbWU5T$xF&heaWCs=V;bqU!NM?)c zS#PE1JPSNdoCm5d&CGdhV-MIMnzN?9KkpZc0SoCN``M;fJS;EjQo5?t>MJ%XsAnyJ zt1?+=TbXs;<;y;NsD}1-9&kr9#E6&Az&jxyB%^OHN3)Yc!5&1zs1o}0oHUf;QsK{Z}ddXM10&Reu7gT~HWnJh-gMbpeuqv+N|2d|H&6jL|u zk_2+cM!33(9smP+(RV#=wZ*mNYa>P1!;dH-P9tk!hzszcxv8m(qoZT*y?f5kg_J1m z^1#ggjhmc_K+S&+$#6bw8$y9OWP0Y&BTEQPqcsZu#ZS>2N&re+MGRE32ajuN z{@QB_L08eW-))DOw=X@kiYse7?0tf1_6axsh2~pYq^4m56Uu7@am1Mpx?rWQKUOY} z6>_T_;fDG#a_VjEXN88B;8RO(ZpV-iIO4G9q+)+1Q{oJF+_Su`z2ubAZTGk}{Kq-^ z-f8`hGAftu47zeCvGHJLh1G2*-;A4sH;&|(Im8KxCw=|Lf19zk$ex^X;f{9m3u8}T zkG}egKJ*45NXj5t3QClGQGuNR23Nm#9AY<@S}0!AM&>deU~p832C|TG8d)X7^pCUbY4toEvYSKCq0wdMYb2gT3k zE6h%-neS$f>PYbRIaN+1E;OEcz@l|>3_kuHStmg~@JRGd>2t-huL?_sWM$076YMC# z6TG{5q~zfAJH~EhuGY=vO`p&X6cR|hR$ZT6)8q~g|9EHb-amy0>S?TbS1%?Nn7T}w zl&}u=${R$|cGmyc?c10;GCb@@xY7{HTA)l#Ha0GR7L|%f_PC=?%1NUU??S(jug7Xi zvbLRi9jsJ|^s)#j0MM*Xjj*n;3w`s+#wE*Xkcd6gq=oUeVW%l+LnwE+r>sSIG6wfi zI6LOqR^*Qs@+QQ>XZg{uAlyE`e=FT2K<#T~$l)+of?#B!pl z$xS~4?YmlEp9iPaR7d29Lw!yAqFB>wi%d0q+|VXfZ2e4QO6+UJ+kc3PXxcK8YH6F2 zlN8tU(h7z%+U>^{a>+#can#!#Ud-DM18U~`2ez&f))D6Nf9psjplLLofD2@8jTN)? zobzBTi~ZtKhkcUCkf;9fzK8Gatlg22d2o2qJQ1wRgex7Ul-Iy?wE_Q1ZBTwjR<#6n zKa$cZ%zTy*yXmsZiL6%4_TvI5sc*(Lm!5T0uZ$TK&cH4!^TEIDNZI}5pLSoiaHu_V;zWCy zb5LDZ?B!tf`O;oHhf~Wv>f)AVMK7&mH@Jv{T)P&4G!gJQPRz-QxZgRJ9Jm@45iV;$ z#fV?yz~&xpsXWSScd_*OqS@L@4`d2H=8eZHpa4F1NLAz)n;EJ4%j53wz_ks*nTHam z#xB&2@B#=5;rHv56lcCFx57iTxYLwt7_^C3>>B<1tw&QD{*bO{jFSRe&b2UGG9<#G z7GUX%`~I0pbH#@g&C);3tvNp#$EvCZe!=KBsTBZEx_fk*TSgk@m?+iw)?H50pmMOFdluaEg&i>kn{aQo!g(^h;J6!3oBol^gSAE#Aob|>dd zO{hY%Ctr7>0h=6OC8N{iI?mvk2>}N4CN9S=U0hTKLE>0yA2gfvhYwV3HDCJX&MM1- m4_#G%4a)S35Pv-V#<*ekrWe|-^NA`Qemvb)N+(@5#{3VTNZDfm diff --git a/images/pairwise_zoom_5x_best.png b/images/pairwise_zoom_5x_best.png index 7299e2d693ac68db7433ac68910b0f123148d4d8..edc0cbe721e8850321818c14a29db70b8e0a1cd2 100644 GIT binary patch literal 80227 zcmeFZ2{hMV_%-@1q7;fG$(Tx1DxyLX6%CY3Aw#7ymoc-H6seGuLX??Ina2=C8Ojuy zr!tdyy!+_)d+-0=weGv#d)NOR)?Kev%kmvQ!#U4+p1t?8&*#Beg%k92o9HMM3cb9X ztP+Jnoj{>1S6@kkSIoP)HsKew#Zh_XmH2U3dF4L-UUft6f(3=bs7L-Ui@v+Ymsp=%`mpKJ2M;>FbG}B#8Hw|<`Om5C zPrP}c>*>LAX3z0ebo}ysbm#8uciHrjj-T80hLiJfe`)5a^IzUI5B1pIS|e<6wOQD{ zv()}t_sURy4{qLne!iV$vZ6gA`_GRu+qQ)J|NO|k*?argzi({vTD9}PeC7IS-F5%` zcptyK-1FaWh-_k3|Mv@TtDfio`vqRFV(Jb5e#1cIf1l#N>p=aY=ku0p{r!77{&8Ph z+p-6;$qUnK*RFN38}AKy{rX5#$XvxCr?~@sOskH{$kcF@8g&f~F+PxW?W>EA5nrFt z*?C2dj|tNlDZZYUH?;0#^1_Of__Jo)N>`0y<&tz3`7>ue*2Za$v@9;L($LWKGMpIT zW0H5%xtL|`IM88Knmm&9p!Ug=wKz;sNl8p>-TNLc$|1{NE(`OsTlo1`Dh5fMvpIl6 z#(Sk^QXvvU1F~+7glaH}YNi@jMe6w6adp+z)pe2g-4-Rj-b>HOXtlGmbJ*x{uTAr_ zA0n&zwmu^{9&nLX3a%!<$ZOpU89whl&p@^WIcTNu$+Rz zyBpdn4<0_e%kQyq@1?s+7xguND+ktCc9pU`6sFwTgRh-fS5gAJ;QAeRSAyhFerrHOgfAPl%7NZ&idM*YkjYf-hgz$lP1=!HZpt zLaBRqv2eJpP|v_%6%`fLEjzpR3aQ1|s#n#rc6NtOpE;warx#)we%{IHutuu!Dif0d zy0q^qd^>imlC+<=8x^(Vp_dmq?A%BRmq6oT`-wGeZEe54g{{Wxde^V7ymswc?8Piq zeWu^7AMRiZX=7t!Uq?jH8W|bgx^+vpDbtD)v^eki_^~^`2VJnO%C+Jj4GotT=B6nW zMMXt7BYow-+bRn~b16o3dn|vQRaaNfudm;jV?S9u{ikOcWpc2o(4EU^rJ$hTufD!F zmrEWUaGJXn_hmI@4ZG+XwRc+5mo8ljo0ON89Sd)#LqZI#GB=IYgL44e}83*8wzDnn$3 zCni)ky$Ri=bjpACM?}v^v;9yAV(HV@uWlhBJP4782o(-nTiZSR_ARHplCWhucI+6% zrM_N$YI^$f>;o?^H|~`fj}u`X-s3`L0GhZ}Zj zT-Yk{+-MTVw-#K-gWac<9BeZ61pbw-*RNdR3xE5T z|Dv#2v&6Zz)ChFvr~Y39_MfV*t=(Wh_KQc<^ryPEwvrNWz{{7OUtfx;{VHr~y7*L% zk50e4yZcf{vDe4#ib4Edwu=jn)6R$qPkfts9CI`^b<52f>5VBaF76l>-pKFo5hv%f zBNGzNR@c<9aBy(M7z-vFeBXxiR(QT!t=nD`~EJC z_iIm`I@Q(HQSz8|h4k9(3a=t77fSsELmxbN5E&CAc=gJaPh}nL?VS}xo|helKhTEa zHu2sRqF_h0#5g`qx~V;9Zf?$05hxxp8lZT1T6R6P^eajGRDO?8B>Np0 z&CCDZM)yGbp@We$-Oia-I;kVbu-Nv3J0}|~2>(_PLjO66x$cTvT%~>{z z26L>73z2pTF)|yzBW{#yAG3=o;OJkze0l2cwC%gFe6Q;Qhp`K1d%W}zBVy6lldQ9G)LL zPv#7XovzDoYXT{dN%73v75Hmx`s>g2e+%7#ckd~Gv!#y|sr%OMnQvtcxuc4%* zgbbp!wKd&mx^wG4;)ZZtd-v=~(3r%)PyM(S{6Jn_zWoj@W6|84!(K!)Y7-ftUAuOD zMCLg0JD{N8Xw~P>@`%0m-kO+WGBPrWPV+ODR8>_|O8lDM+_`h7)DEe}t?0>4>4pS7 znZ&nmWuqLetyB5E<%;wQ?|m+N6&Ogq=J#iT*NQJe+3{XoypI2NKb<+-vzXA6VMGd+F*C>FVxo@Bfkf{Gi1)KnMyYZ*FvT z|G>aVnNS|ZB|CfHn-hH3VHhU>Gcg;w{Bg=-)N}fWaR$^=b}&y z3=C9Ew`AK4aZ>Vs{>(0&TA1k*TEn)Fy12Ob{(}d%-Q3)=2fw@!rU>MsKq~TW+s3k3m-({#(P~!zsCPzmLTvx1q;^PyltmecX`q0mhg_4hPHZTh4KVySX ziyh_Ef41{N=rEG#z&aL|6*@XP{Y_b{r=IQnkfdL>z5zh!67a#V$`Gn;ia~1tIq}I5 z%uNlaTJhJfXY@0&vcwf$9k~7U>3YkdW)6QL9a5%n>s>txIdY1MjJTW8q4~MFVZ=d* zN{lLy40Wc>5Cigwx`syWf$}=(nrr;C4jh{|KXu|n{i=>pQ*8U=_`-Ha#m}Ew3pRJ| z-~VN@1m~)Z&Q=L6CW$@AXqT3edV^9}ke^S2Cz{J0`9F)`hF@vs7>)W?Tu>{k^Pl8+09e!Z({bhImXgXV-K+m# zd7>*-oPJVLQf0i3l!W8Vda1c#DhvcmuYT~IomIoU7i<+26jB<>y0vR_vssz#D6iw< zF6v*rc{8yz(eP4x(S!Od8zCkpCgs}3#>S37n`UVxB_>j(fkbnv57amg>Q@vXLIh4% zXHV@s{Zf?Ps;~Cgty>3F<22k@1XYi$r6y=)r2XUdmfZPMAGI_MXQoSg%batCgoV2N zo;|DOzly9QwrYv-#eYCnQhs(#Uw_%zIX6*Yd=yGxPGHA3M`y7tX-O`ws%PQYM^BNo z8_UOnSj*1t>APL=D5B13Wv0JBD+AZzhoPaoe0+SbaV;pLrhXmrd`zcb>|1d@{PYKa zmM71j-^YnAVfm!rXj{HpE1iP!FfGX?aceCV&6>z6$sD;2b-+}D#^=wTbwRRfN7AcL zHF;TjCr*Fw=fnQ2O}UPmAs5dy8qxi5PHt6W+o;Dv==K#*%C~|$R^+3Z4jF(oHH9hNYEy~$c zw{?{Ejt-sa!?AI3A#dKCZ=1;c_D$*Gru}rzb0f6f6~T|ax15MJ?&ULnoY>}*F{p*vlLU%!cm zN?fJAcYmgjkI$wOWp)7m>2H6`d&)VUK7ATF_wd2}`^_{Qr zvApP7)WRbp<@7_}0J&iV?{cr)vu6*5GBq{z8f#5G%X$}rEH)|c?OQ$x+tIhBH?1r! zE2GYD*UGU|>9WoN^5_7s7@nLgS)6ZKRH=WA>DbJ{;f=UM_z6@G{79z7jNP!bd>Y^U z4OA^Sn2S@=?(XZ?+-?(u`b4Y5yngfM&fd$#%C?Lt13xn?1bmkO?ZVLF0;4N8Fr;G0 zZgFw;Ehiq`RTlVI9w-i~^Z)=xT2qt#&2g`zD1Ba+(#^Z*3JMEZN<-hgS;xi2Xm4*n z&32)op_@=4u{h4a9 zOI>z^=eGXk%XhAR4QOjfF{-SseK*Y7HX5UWFmCPczK3d9_~QrLnE(-KJw2XBoRS_` zJ_RKuCvuZcCg1rARAl2vo2h?0Ja-Hs%zy~I~pDy&d0G(x7+|MVlO1q;4-83Ei|NB{#KeBE@Zr6 zVIhMFdL0wviK}jp2zGMi_n7+i=JB3OMJwHmmQztdVW5xI&e>$rn7V@U-lTB@VRNA3 ztwTdX&Z^OGP(-HslPhja4eOD2K|4O?I?le1kAHmTrRa|L^mKGb4Gjfq<8>a(xHEkC z{+$`5Jl%eBHz6iimu)fexkt;M?OH~;LqmTw@Q_ty*eO;KgKyNK{JcCo%RYbpOe(A0 zME{PVEHE=-`Y|f4j zDEEB0(|azd#~)Iify8(Y#T(Uf;2#1(Lrr}jddGT42M1YUVd1LE%CnYMRxHTv*Zk^^ z9Y5}YdK3z71+KLN%vN2(c_Div6BF-AKBkeP2h4N>z-Z7TSV{#9XG3dZ)CkNA4-dZt zFn_e^?kZ+r+M?YTGb6KW3kzj{-A0EzJv~2y%{%}|AQ(#)-%dpJA`s%ES?=`lox69d z_I7|!wqv%6L`@p*LyQXb_V)hO+R8mMGvm>iX2u#UX|HN9w@=LU=h_sAIarwdPr0O= zv;enp65!91I!q5_*U;0eq<14g+Mn;eEDI8HPQcHDo?Uc($wRg++PMxFy6Tak+JTdf zVJV&iCK3@AW`^Lj3#(r_%0x@+6Df%d!L-lOuuFg z`C!$L9~ZQ;ZzVqW_m8N&CNKZsz_s$t0Q3qVg8KtX5Uvl%~`IvA;NG@A}Lj%Ou7RN zDZLDCawbF%fT-gD4uroEhbekXI&-u7Q1%~&;zt~w1V9lvvu*8s9}34hX68FWxl_vl zJbD@2$rsvq22qR0j(4b@nbD~Yk)eJ1>{+z<8Y0>}y7nIg?2Zjb{}rmgUH^GhE@cop z=})el+^Ulo3ROuo?&1= zOZhI%)Vs;ae@;zaHZ+_$S(mr#0Hc2MJ==7r`9oj&UKEB#tvKBqkZmbtciir}?&9d8 zTxm}5>d#V4?+w1wh>D8-zd8R7-}%EQ&A2$*75)y3tn7cai6ByoVXWbBJ>Dwuv`s>y zt~A*%Q>Jp|EBBrQtojESD{k&Cy}^lpK^rE zX=!P#+@;5cJe6!H`c98#E;R96FVa#LVFZ`C%Cyudk(0qy8*b6GO)+T{eQ*3j>1);6 zb$;@vPTc{RP;+M@M>JTA0}c>{6oMxX_|E`t@^DWFtX%r}|I&ELb$cSBVQRYD!_%{d z=)cXK2vqx;gSGmQ+)VdB3VIDwQ&&-Sw(m0Or8kJW)LHG7i@dvWY0qgx7fu3b} zy+3uVS+(kRU?2xY7Xao7YGFK5I~9MUzz%P@wVO6YSGRz>A0IW-18VTC{2)nt0&X{M+Eh?bupEf9C{8m?xpIXFq&2q}}<;&M! z+U-m#ph3C5g~jCHMZ6x0JOk|K3hWC4NqOpcHP~^2&Dhu&Lc2TU?aL@kEXB!}OBf*U z7k~$#)`HNm%aKBVy8Jz&cfl^L1 zfuBuHd!gU2U%$S!z-{$Pdisxm+ANo%`}-qCt%8DrAe?`Mj@Q=Nd6yJeZD5A1ld~Yw zBEUxvva=-!C4hhcLQ#nR%32N%FVre101PKP+}+)mSis20Z3uR#tZMxYDXXKRqU7Y| zZ$EmZp#R;=#f5?b$#dw?CTRSJU%h(OX;pJ@cIWo(w7Ylj-Xkhn4B;7QnX3P126JlXI>!|>G`#!vF`j1R`(xQI%^GS6g7`4aiwjAd#Qfl%$)irdgxT%Q)5OS1S)hg|@N9cVJcwQkPM%1}Nr0p)NbLY+x zF@})jyoH%lJ4URq68N@ne}k1UnuNv#hL;0;4R>c2b{T>vLnwbKvpQalQ~k0JgZuoz zOMZPIVJH%+tL2UG)1Q~(4%>`Y}tEjSl75E zmm@PXbM(*!S95@e=MuK&UhUvGBwI1xSk2>2vkK7xkY$R}L95>NB!&@P0(|il-TDN*8&*~y0ZkxPL|P7DxwH7FQHHBda4qB4tQpT_+qCHt zG!;61FbUUZ&o*#MIXxsQOzd(CE30F^+s=G7I0y&9UoXIufPm;5UlGPUekT(lfV*|F zP$2)ZZrHHlWU%B?VykL&6->A<0;0>mV@H&={l$wHNw9JpvdqW1dA#Kk%vugt$Lr{X zT!hSlgdZ9js=V#7hlj_Fp=QY|*RBDfL)S5(4P*g?gnVat(>#v z&wR+el605Q@PH0adAjwSh+F?_TYz)F@g(yL{ar60OZpiY`Op7~kuMn5SFu!hmYQlE zW`*?R>nwEYeN&bVqFB z83#|EIwd$Kuw#cbIu^?$6sLY>+a@>Me5#oGG(sR`Y~Pg!L9wwr{l?SGT2!x3rg}H| zCnsC@1#kIhGVZV187c;J7qJI@lK0oEmiJTyyQ6=KqIz?*Q{K%QME@i7sgXJzXO);1 zgw1ja6bY@kiK|zyrr+$ir(`QHze-6->8a|9&&@t+zE?bxlZ9Q9sD7(>`;|4+r20R| z5M^Uy3&E-aB$>-g8URPbkKA_@<}sR5w8XF+NxWF}C}8jjSptM7`Dne*=I`NWsLop7 z$S@95vPIz{tiQ8`5&0G?`@pSXZtKCHQPm3{{VqUcJB|(|7<%;CT-^`Lwep-U{hE)>*lt?CE%l0Bbp75AnKv4 zl%^>^^A8O4LQ6TCXW!qVTK5=0++gLo^~n7iZJINLGhofJQr2$VcpuA97lq(@W9lx- zYmgN6Ov@eH&IC|{V91_0LB%gVC4qS)9qODMNkkwmdikAQU1X__jEoSve){wp$`JuS zq8I*Z$`XTrzzxKahTI+W2j~{VkkntNr>k?;IWNxYY(8jCjRxMv!wv^PjBoT-?;v2m zu#gInMlGEYO?uLqTeWHx!2TVa6J@NmqvH-jIHF+sN4BjnBG?V$S0QpdMu#Zq44V&7 zz~RtS>k8}16+ol-4kQh}PG_U+qfkvi`h0o%e)6f>~W2%u4K zkQvu;aL{vcan1EeEuOnR`FVRVy7wDs88+u5r|i`)T~En>$R^y{-tLM@$b|&Ju|C6M z`@@G1D`V7z`kQmufn3hpCQJb@>@{f+nS*XcY91xOxH$Y9wQ7Vy;EkCvgPrOL6x4-6 z6kc7(U?>yBAA%OzNefj?_kfoW0*9J&P~MLr;gA0L!?SWZsNd?#mplA7#UxFzjHg}w zx(N+yR=7G!P?DaY-wX&*Uth0_N`z^O8Od21taUl7U`O)W>UUBv`kKe9vV*r=x5Kxx z^}OVHxv+0)gAtg^1`{cC${c2XN3hi9rGHc?Mv$YN*KkHa*nxIvlG1?bT#MUP7I=LB zK0H%*m2A-|xG~%+?dNEF>z48XE?7-!v<+A`Z+_U?s_SQkb+tdhf`YlcmzHMZRUB>n z5E2z#pTMEM)fA$0foZBS?O3|Rsz&!!JHM$z*4!v%nq6SM|I8M@lPwKmEq`xdodF#< z!JEAY|0PonM8f;~^FP&6bw;yk*;Fk>!VH#I1n0f2zO+Q*9i%0kr?47pqNL=Cqs#4jTUqlxTSY-}b#Q2_v@{sUODX5W0H-`2 zyqQ*g_W-Fw0YyKRmL7F*kT^UyEEB7l#t?yys^5sn?L$nfPHX>NojJDTun{p4t0f&J zt=vPD_IenF1;^*k&_TvdNKE_y-Kr|_@`*6f6OT53X#ePGq@TU0AIcvsPQ8>Gd82ti zoZntWvR?@@@aPc(oF~fL;weOYK&?921;j1^XARESFTW#90;QY{6VTO?v74Qy36uP!`P!5ukD2^Anh}N2KXFZ06Hn$ zA|lFqU(nyD9Fdc|UohGAxqT;Bi|6ItnyG6@y9_;uO=6}GiRz9k-XD;K_R5zaNp|E; zVroJ)CJq(IUvAdoHiLI%c|YJf~;kfcMv zbdci!JK4Y_R1Db>V7Nqb_|a=~=%#%Dpd7(<_|3OuSkQ7g3@_`gizl@1y-}UQ4s^!w zW0!nm#Rl&HSSVY6BwyQj(3}tbHx+|M){49U;cE=wWXO4|Ake^0KoGe__m>ao)(rot zkdhJbQ*G#h>Wz%Z2ozoT`SU7*fx&!or`lIO3R}`79GQ~&@BeDfN9&M-R`}FA)f)8KR zJ9??~=?*zLxqO#pRC{#uDUfmrBchc07;$oPLLh&VMtmz1^D6J>Q5~bmM~Tk}AV4ipH z-6Px>Ib9aK1AyCO>#1klm<+(f$nz18vgbpOdEWT_Z7VU`kxv0P;0D(*F}dOfI&k51 zleb`LA#eZw{Tra;4tyqLGGOcog~G4m#ITfR-o8LSP)Y_!q8x#KYiLREI0*r?ONg}# zK!@sVD#uOqy{6jSxe~5?X2Md)`sVa(_eBp_GD*um%Vy}Ae?`Fl)o^IVpF7>+@P{5t z{4OxAjH2Sr#vX{s6bfmsK*mA*aeK=V80zQvv8d=ZtVVQ5FT7xTSOg!?l_1hUSYLUN zq$k?#Xd}pm{KVA-w&mD7q>C>bNuq^ATzSb z^F4aYQQsrZHbYz`9Vt-V>)+n4LSJC7!_*Dq`h;busLZHy@s)L0PRl3&G`{|577(h7 zt1X@wXk_s*OnUnbNqn#E=oPnIG{oFd$S(n^(mmjPfs1g!cuaM_H0xZIyW@QL5)e$k z5ps07;O^ZF#LIH^(53ViH010|aDvZ>P6GDZEs;4Y(hZQ37QWrftRoG>o6pzP%o1n16+nd^~P zTAXH0{N^#OM^2qu?YUu>5+xV1RJ6X*^88fM=zvM0l|C!i6p? z;j3THp484UMJwBTd%R210n{#7Ab1yF37l6}z6*RyG>$2BVp)2LYy>*>2E9zZnio3{ zZat;?`HH@N8=(CSYwP3S_+4FsYVSw`5iQcEs&~KsWrg**j#)~^V8iN3S00pBtf!!_ zK?cLE#sIpnEKF86M%s_9UoYY8`RhM0-OqzP0E{Xg(lr*8r*U>v>x1vKw_hT}8X^Iz z&pB8C9PJ-+N^0oq{0-*mbi&`Py1%fkbmf+6jFLcCgd~(LTd2_JR;~9@X~y!nInb~l zP%QHFdRPhS_``_`Kma|s-aUGD8nAnUr?LL`_tNrfCZ^mPxl~kC)Cx&ORqie&A11sv zqlZ*tlC;HC{#2vwAYxd(627%tW52wW3c|C|U2DTAfpEJ)KTyg+$=R?|-38HXdjZo5 zDbIy4_wCzHI5i>A&S_}SfjZbWy1FiZ8y;SOKDnONdD}yW4nYJuFMugLhRiScu&KG3 z^Z4=OC%cFi!|(B_y!;*@yGxRvp;FX(6iR`Ly@CP)1;maJ7)ZawiQr~ceW&#R?ZXbV zt3g`Nr>D+Ykg-OWnVLh~T6y{lR8+yObA+qi|MfK=B2EChnQbWi>9F#8z4PU`WumXI zqL&AiP!_q`ZPm^TTwN6+0`XAe_Insik9NV)DFe+ENn`DX4KyYuCPZk&ARGe*jjmBd z!aZc&f1mgV2Y<3HEG+C16LW{zBq=#L(Y&jaj&b;%!IzYfr0J}i9W>?^7J_GVRmLxr z4(`AJg*g07zd4n+I4eaID_Fy*&!+O80%?a#;geQYUQR>#`45}k!=Q4_L1lk%G?OVj zCl@EAgy1H{q`+27NlSC6MuhNjLUjf*21!~)c{Au;zQYYP}(r&Oc+F@As~ac zgOLM0FO~*GgqEzl7cXD3Q}}ZX-U%eBoJrbsU&zN#EpA&9nv%vh3b`)7T*xKdc?o!S^?af*cf z#ObKPk406U(E)kUs;@uy3I+^$94%tpZod*K`R}=^~ z_Obmjt&D6+4NId+F?Zu5Ht2?=H;t@{5LC}|k|gDs7|NYq&wI{OrA$gJ>Gj^-5Ip3* zLT}{;HOFQ9X{MJ722;$ftr21ZE$eTM_o_f@U`C%P&az99GJnAOExKmFrb3Yd{# z&DQPP)f&>GZD-(CCtd3Lh6dFcHp&qsFVcQSmYo&|9c^!KhuYiSwIAzDTU(pR12?8e z_5Iw_s9e0g*TIDAg%K@NyBsBhlM`k-2kE57P{^JEjpkV8h~9%l3x|wOJa4GYJ8JSu z|D0Y*8NDA#$nQtD8u*uAK;S5xy~ITtX>5abIB?yG1xNT@DY_qASHM}7o1KklTAUwp z2Jk*S)p|#ugmLA{Bj_z(Eq@htBlWDEUFKZnKrfC|fE?ggie@pnAd-$&ui_W4o(I0> z-?>vc^SCvq|IV9REMQa#lPQlmWqse_>ecYl859~w2-Ud`K7HUMex_Mer3`XH!BYb8 z5yFV?Eje)0+QH^s27zZ$XV;R>U8#9zU%OGyu??UEg&BoW& zrhu&E_H=b$m-1ZzUPFP^)Q^q7)bQSb;sQ`3*H!uf1_NTb866U|V^~<2HA6i;|Jx2L zdRij))_r?(^Q2OlUf5%nQiU+|y?odKNBVyV1FnQZG9@*yAr5^=t~Gwhy~ZYdeYI}Pe@HI##}(M z(z|?_N_s76YoKVnhB8j*4ctvt04ii70X{{b5pi8bMn=-jS|joM`Z7aCXMn^)#2c6q zwv&A(Xt^j0<|ZWUftO4dKH~$>{UszMZUCss9y`V(CB|IdtB#Kgo<(I^xe zhRyd0pMdsEY!_%4+?b!Snw#o)ym61NOKDFlv33|6?0u{w8q^kM$@E(W&L_;SS+CzZNUHoB4c`FQNl>m1B9axR-?863<4+#1Mc?& zyy|DQw3f6R$X-R)f*rR>$!Q+1u|19&NG$tDj~-1hs@ol_kwS+&bPR2TW@I13#R9V{ zSMDO!ka+|yCMten;@*J$M)$`1>dMp}ekP(c{1FE%f2}2sNa8?)zz;_raYUkrw8yA+ zCxrZV;1`l0fEnH4n}|HEwbJ$MZ`(6~RK!t-jGbUVX^K|tMhY<|Aqpt`;ugOVuqP}n zMQUR&P@%oLQ#*Sjpn9~(lC=`u07fu>80~3#YvVi-Y-FE2c5UkHABG1Kw`*7qY&q3CP{7-P`zm>SF);)Z`?;=?G;atDr?OCW+|NT59Hq7ew1 z`~~j$-_v$1ERLLjaxQ3&5vL>&GqlJ;G{Mk=10HrQX!`>f3fUt-ZW=^wGxWmiwXtlN zes_TIC|jLuaRTXW%$$ZoW_B{q@@zO0vZM*;$tpLga(6u&@;nJJw6^AKB|s z!|~`O%^?~AwXEz|tnTXTjhvJLr>$2*t{s3f~2**+we1P8!$Kk2> z!uEx1jhI}Qq)s>rZ@CFNp|AV^o^(H}=t~|;I+kqMWoxi{C~+|f%_wi|qQ?0^Xwmz_ zAO0oXdmU%SPL{-b!232g;I%*TX2)^kpXrGjCYZM+4J*b(CD>7a+|Q8{irI~uH=|V7 z074f)6EGA385qd6nm6a8Wind5wf(!Q}t)X_yj`;w!6GOHXbnXKI_xL;&PVjzoTKJPsTZ zH*rFCOkhfQ=~CqW?71B#jn)7aDjNhBZS8P)=NJ!9QHat3bWdeu)JGR@Qu+F}gzX9n zl)H}!dW8vaMF2TM0cl66A!`sVgx!kT%knWNL`p^m-?24;c;aAF#%?MqQcL2R;*AAE zgM)SA#^q&|HPbH!kcg0jK_pBX6?ioghg%U7#j?MC-H{))c^*vas9SE>lc8jbs3*o% zty~8-w8x7xEP94fX`ymShXg7Mpu+f;3MYpv1k#}=2AmS1%B&87I^AJ)|yA2_Xd#ZY;CMZCPW0;hR-w{B_rj_bHRjZ2kxGa`*Sp-@nPDWw$s-Bw%r zJpUUvI!X8Z{QQ(MV*8O7{j{-V^W5(gawQ<5ETv^em9LjUabPLMc90XBCGFM|$6dP{x80r$X$1PwKvi2Is2!Lj{gFH+LEJK{^k7^^H=QVRnKU`I5suu(*#?R<>3 z;B0beDze?^5Zo<~&>jG+e@|mG@)I2}=rqx1Ma?_q9&SE38aDH{{l?n>p~t$vKIH5( zU*9+3*MGGXP(PzdOiEJ9ICD02ARdZdyhEIE-|N`9kEu!485tR{M=V?T6THX`lCn_9 zjgB+OgRn3&EC-QLSKRi-sV5%o%FtTEn8*>QY6|XSDZhqXVd!yxf&S;wNNH#b5u<1S zfVI<8T01+H+fu-<4#1d=4WF5{Sj7 z{niLCYEJl#0m59+m9_l=zL)n=%fki!HpOrq=JdPc4BcL9(9 ztT{Z+7PZ)WSOpg;H8piB_NKa`Ylj{@k4NY?HdP&`>8+5w2~Bqxt2zOix((l>F*7qG zoA-|VxNrfzvXgrUQGrRS!H&h8x&zGrOoVL3%@xn?0q(5E%JD!n6KN6sfe(yQa}=a{ zTXyNSsJI1IsQpm0Nz09tQvkQu$S$OO>YACwSEd4TlN5l+LkY56vMR%hn~23L&~bjh z=-+a&uBxwyMSat8D19I_1(+=XW6-XU1m07{sLa3zMS%D*n@iBpK?U3YC_Xgt-(;!H z`tE<(ZR&bcuh;(T1;8TY<^A@by77K|vA@awxk{I<*uqf$jkRaFxtBe>&Np0ppXKZh zI#n-z)oQ-ud#3Cjmee0V-|P{=^rravS?2i*o*rJGJ}|MIiFMz0k~dL+Q#$6uWtOv@ z+;qI|dK<4UF0=+zdEaTJBy$H>SPd9;{+LXz%L)1+JUAbiQcHtpAH1%lR>v>O`T)vm z{Bk+Uth)@q&t6}?le|oK#$^S59SK>5rzlV;{36RXkl$|G@|WY+|Nip-4+bpO^+JZZ z{_f0Qp-`$0q7x(seNh;N$%{M(p#7EO#E&1gJ%QgLQ95+6w|qj?t-CPW>8lv-ytrV1 zq=FRpboK6ZZkXX?&i_H?>3Zv{P`WrRwYXh;;Qe_}ZC?=Do?>>hFX)2zr6qYx1Xs;=%~m;$EcKGTT@T$;L$k)(Wh2CJ~Q(W9QLJ)a}|qMriR-L zAa=ky;3vaykPleeA$KArzNR*JxM20c{)ED$I&J%|%)WPJ(71e!;&VjJvPX_{+WiV? z$OP2k2GsfdghvLb+#kG30O{{WIiOGWRJ&)!c&%pIFAZ{Se9L2x+IGLVX5JHM)7@Yc z{}n*Uhi`kZgE_#TH^_U>gY7};Lq96kRt zb*_k!r7!w`5_1G7F9@1V-Ku9kR~F|d6_dKF^XR`0G-XX{bU?LoekP<71lNqD{OGq+ zLSfO-0@${q6PO7@$Xir{zU-^2=zYTB^&F3aAor6oKhY?R7KDgl=Wi;U#MqYU{_+=S zUm$qi*WUVCk6}<70@^E&6J9U?{MPCbeFrBLfFF;2f8q%Rv@W!6d{~h&(;Fjp=`k6U z-irMRbXPuluo%?F{?O=vq!FLv>?j~0AZlp(wQjuToe}%?pj(#!wtZorlY+@i$7$w! za5&r?YyaI?rD-hAzVfse%R%9iZgT08Q+L>KZGYiukALy%%@PMTJ|u zKS2hvaz^bf+}XhVc%bGVE5{Tp7j+||eZxn8%BS-#v%)8Y!gIm+?0peIc7_8}nOe^C z<9!lw>u|-nkyacV0h-_UBMj)P*J<84zjF0kFqA$CxA^Y&d5~1<>`lK$-Pzv}9M@DS zYUt1--trl1Mi}3zh$D$OQfQg#?Xlh(LErQI!LxAa*W^}t3jB0$DnVM+#Z z8R#*bhI-`7haG-$h?^iR{fx3+C=tfJ{4gb{3+_r-D0g#B{dbe)htD#*DI;|+-r zhpvKS|Hh^b>mU05e4ioQj`qgHhet<8m;Z!Ks|V{mjzcs3hTb6Tq?;|i>^1oIR^I0= zcmvxW-6L?UJi#KXt$oBLbr^}E46LT_i;lm}e6JcTs0Mf-Lzb=eW}IA?N{cGy2$>~# z&3b%J?f#7Z&^K%;Lsw7~_k(@%mks-NL&=4Tu^X`-n?q9rtuh$8KsS6W6(C*TVBNwl zJAp8z9co%Pj|C2BIgZyH9L}e*z^?M1*yQq34ERf(g;9UD12=RZ9caJbkQqGJx!rd3 z^LC3)?-N(+F4}y>lO~?q4`ytyket+dm)`Dy(9`SNxdxXw%zDN}We>V#Wq5?cKBu{< zof_}?XZw>CId8Sz9vf=OOAQC-(AU?u>V{a$&nP)|c6au0!Ot6o^cNB@9V7RK0A2EpiOXZqoIev|%S-a49ak8%0b0@QH z(`2RgNNQnfSK3Nk4<(p4U*I`1fPUvEZ?=Qxopwf0K+pHwkKKeo`5c$l9Dsw2TcmxD z*U6JWkg&&+Ie{WNJbh+q^+~_G{l9iu*RYilONi6Vv^3DhRPNMD--F>bKw-lE;vf#2 zpNS!w%{a|Gbdk2Bi&DA7(OFR$p_z}0l35Oxsh6S+acoEsR(5iR}m9NuzanhMRK?WaoF$t!`a1Lhl1oeY4q$~!Z zj4e!+NOfbGms2rHJi)fG9=JEm@)<~3NOe@;iFJn#@fLBMvY0#BY@dva>c)zd_jv`^ zUB>V5mz$y`$&m+KaUCJ>b)zkMI;p!sZD|Cs&}y4oK+CeRL6E)%`>ZMX*3vF2jP?U5 zYQ>Maf>Dn5;4vQdq;5b9u4$Hn9`YVe*k$6>_;CHiLAM0X-PnJ>8TB%SM+NwxSF3vd z11(pqh1U{X6%E8KF<^H#$%2n1M&%l?+n8D501u)^-Us@2*XuhBrDA#0Uug!Ja7f+8 zZTZm=ITHwJ8m6bd3e1i%o z+W`a!$&-{hSEDnpG65}61RF1IXOWChKd}lkXZxr7Hy*M8S*)%y4zE&-(_YmPw(#H1 z18TlQKsGNw*z*?q@(e(tIZ?*>K4W{ppF3Q0+-TF8wf>DOlP>zE{8VFPu-`3t&Ul;y z$(MM{ldy^k&FQ-Z^kF~>&RW(jLoy4kHO-02|XK|(uMR7=VkUU{dca}Fl+WnMJj!52Y z(~vpVQa8A=f)84bLL~Y~B%+FLVbyWCNoBK&oX^B!-K5=AR^DvZPb8LuNGzn_@_m-y z9{7~+he1RjsV|#xKKdWL_?R*CO_#xoUDp%!(4;7~Q?tYuJ9s z$bpUr?;e?7i7ZIKG1iCq=dJ!z>yP4PmtC?rtD?k+EP7NyKxj!Jnq;xmn`Yd%mn1+F z8y1XyiQ*+nsu5-$&Mox?Y&@5Q0(bM@`!T1}lT=n!4M%b#bOrU|J8+Jb6I~ms`KH$d zPPq)+K^7tipkZ+#&3QI$ymnQB?)Nhe2A8(wO6-*%ttx%I&v9^U>_?cQhKPYTA6vua z>-PpF-}7i9&FKmvA`4N!Ybtl;TO0jq4yIOC{NltrUouvax6qV#wIXoRxV4;IcmuWi zc*5*pmY5}>?vzGJ)|<5W{kn4V?UYryGd1x9mc-{wXrQ_%k!tW>)#U4~3m0CTrzbbw zEA5i9iUIB1r+$86cyiZ7OK?Ouq4zFA$MKG7-u%SeZ$;-)0*n|q4s{|`nf-c(_bI9N z?{23&V2~WEgwH4=q>;Qf<;nB^qzO1K+a74C1as8;b7|ljVwPFt3ymVdN2gY7cA9GY zT^rYUyylsopGli3c_-Cud8|+?vf)?otollmd{KS$p`#)rr;b{{3=qs`Yc^ruh^2akRr*syx)sQ`D|JHavM>%#T>U&%H@CKN71R9sFJH z`z`W)_m`d~)xl>?0yd3r4>yP!z2stCOk9g`)MeiSa0UF^eL`yH94Sj5Jz0C=7iZ%C z_y*7MA&pP{%)plOa(M0jylk1|b% z>7OKdkM9Snu|@5LYh5H!Vt|AA4vrKtTXgxUg&*@&eDr*}c{0~ua`LCJ)WXQ)6-4;T zSFMT+VQ*#r&nMR@mmvkbW7gjK*&peTK!Et{(UUootT?Og<(1&BD0IJ}j0EcLke`6- zkk3eAzOnLWb532Zb|oI65R4va573CBPxjciQ&G{;rKlKc5$_;7{6vfkBYBw0g6LfIif*l)qk&T!W3*%UE z^^qC-b?VfzLQJqZfSd5?iTcZAjvT1$mlFJR`hEM`K)VbOk-9WGSXfw6ChKgL2)NTk zfZBeD)X#uZ4-pPXO7M8CV*?}LAX0O9c|8Pg(%Y#BBnhl<-_7J#v&A2x?{ zX|~MNZunt_)4R~$BzO7y`*yfG%eVS#`K(yI;VrBvY~t3&S1W=7(R-|}z34FVkxk50 z3l^RiXtMHMVAdTUXcWVfH0(hAz0s`H2ZaI)BAKbzxQEb!+q9g|?=T)da4pbEbqV>7 z`saN?)6b%4-3c5KQU_rH=K0HLuON|p!haHO59DcgokZ!RKz~?;SWth_vkWPoG>$@5+NhB z3zE(rcu~q=f)F&*S^IiHcakJh2frD4{6Vq-vvJ)=qF z1V&OfhFMqo!j0pOZbUdQYA=gCg@5- zHq0HK>neK|5t_sc)#;rY7X(E`I6`{IH{voX&r+)=xRD$v#W~%vQzPTLZ}(TjLxRZx zUr+id`>RAeRboh=#x2@tW@uW+{50|9Og2eQogNwHTAhgR*KY#^T#bbK38*AV<}t^& z&@-N1L3O(azKQ3EX>ygZ3RQ&qv)1&<;Q>jM>vGF?))#2JH}I|<&=kAQD3}x~y+jDd z+js}@{(s+5`JdP7A@gzea{DP};gPNfQPJ;8Pp#H2$@6fG{p4}O#Z6|Y;vV| z7HrI%3~(|0khEfYG)1R85?S#1qQz;MG(smt_C%~DIR~w*|I8MLX3QYTgo!1bFNK_^ z%M6esiCSnkz=d<=hcoH2d;yDl2G+8h&^FWbwtFz{A2`8br5tpt{Q-SBQEos|NwIqc z_W<;}D=t@jSdOuqCzV-iP7y?diZn`vG=J zk(K@V2s9;%8XRa6U{@zh2EzQc14!yegV+G=1D`9<%_}Zk3-klmSi(9i$hk1*cG4rAp^R8EPcGsTU0@E zX862v2{n}`d=E_GAfXAQhY|70dQ`k6qbD_^6W*#k5!0$Q&1;0de}L>~9)#Lb+9iU8u0cgPA`G2|i9)!Ba~QjyC& zf_Q)^!T~Xjyy_n2pa72tVQ16NLmk1j*z`cZbX%`^(rHw0W9JSps)eQzWbp2k$#}(M z$37na8aJJp+dyw}`TYE_yA%{Blir8)9EU_;b8j*xoTyc(49{8;#zY^w48~yk+O%E+ zcs;3*LHtTrsh^P-oDJ2@IxR~Os}bb3UcN)e@aor#h42A)d~oK{Ohg-urPM zcHCX@4X!$?paM0E1|2+cwofvxyZS@GNJXvbb#{D(LJvOA4H{C4ha3mt5d`VwQ{NS( z0{MU#d+d5({}F~_qS^O-Ira$s#$L327)3=N5+Yq)UA7ZHuJu)`sH%3mv1-@1E>Yo4 zu4qy$H3vvg!35N^IG?xZj{$eW9w>Q8vdLw;v-srUsPiXG$w+5bqqMBdXbHY!OwDrt z1R_%ZtH=g1of3Qt4|ks0shPSHprzS(7SFcLhHJv!w`Z4D;vV@?%<{DfhL?x)j$;qW zcc_R$5@f~k(~yS9|7fV=%H*r?uNNSSL(0hkqLClq`gZw+u?VTI?NZb7KAlg`D?~Ld zWX?HXUd(fdD)bk%TfDYE(C@<6t6Sv{MOYk{5aHdjFLYwzUmp6a#HcaW#7SbVI z`r=gybXTzx0NpBC!b2fn>f_lTpNTe$ovL-U|M2$mZ1h9Bp!k+z)}FJQrt|zmN%!Gl zZP*GGr(hDVowE-eT`kM1V{HEidv6-e^}oJ-BO+9qXjB?$o-~IvNdqaRC>j;b8u&$q zG!Gh-21WJLV8~FC5}K2u6saUBG|5z=#Qi$k_x`Wz$-UNnJ-Z%Ud+oLM@GHLG&*%L< zhvPiX;{erIPsbR@gfqVIm~+-dkScV&<h%}Sc|7=S__W`*H2Qp?DWAx!`XX6WE_*f^A77XBq9EO~rb7Gey(`JX!soR!n%65Us!>pswzJJP3!7br z;kR37y=#^=zu}kC2F{AF8xem;R6H6GUy(Mv;!@C`p2ldnxWJw$^z*D)upXpK(1Oh_ z-6kLNCw2WLHxSUMQWDUT?E)N_24+6@TqQ(;$?S^vr}PlcN&M%~ur=@Z3@+S|^m~r3 z+lT$Ht}%T2pp#TJ7TBp)j|qWG+K~6Vb0EbJ{TRG?4O8v2f-QxQ-qXr2E&H@zQbbgv z|M|?_!teg~V@GXWSLGXPb9|{C@?wK?fd>He3V7(D?I>@4TQM}?$wa1INdz93&A!K+g)cYKiF67)Lj};Qc_i`vnlXb_~@8F;amRu{O8-&c^q|} z^1L+A=8W2xeanoU|L3@6XL;I}@0dB)txL+*w}UV3=`ppXj0u;r%i_F8RDycb(H{a^ zxse->I)C>QoN(to#_T4A03l@DZftDV{g8PGui!dx{fvL;;a`Nd8{xX@0vwarI$dth z1rQPEOlT6}@+Yo=vAuYi3S?nEfjyi5^S`Kj9Sq5qo4lv98ml*_$L(7C1@ah^V zn~8&l3}Nryhz7B-lyt?}%<)|442q5{*b5vv`9S9g z+qg6q)%(x8<;z~~)_vSvHG^V>i5#5&Hn@?-W2Cr~8cfRwPyzx)=1YFH05F zGP`?QZ|e@Au9F^6vB&TN zK7@u{dNHsUwLy2n!ow%AIchcc zTZd^t3*?RopKDJQ_bFTV@RyB-*Pfz%4fT)k>lnnn(sBP%L2>pMKbLBf$>|_6+gvGY zxmf+d)Pjb4+FD-HZZl0Fx|$cBe`d;%T~I+!xZwvEUboqnUO~0aU&~$kagbM%7QeCV zr^TQdd(c^XRpwU4_{Wpzflz#keZDpMBapI1@SoUM;oH-}J_Xe+R zlRU`8OGSn6H>2ooE<<4Fk}x;#3YnVcxTHU3@_n4k^DlEQzmb(TGLaIN*n}&7)6|`_ zI!=(rn#1vda4_k>us&MOwQH*3*c5_D%UH|CHtt59wF~)Ak|VfmjNAjVxYNhOS8S2h zn8L9Kp;a%t7gnfJXaB2BP{$sJ%wyA!7k~OqA|N27i5gt-ox^96?or?Z+v3Xl@79e+N z&egIR-xgPBC3>tLyK&ClEAw7^Zqs zw7_y1XQgygobmVtm#mO?nBK}UaKF%N2%3{)iWBq$nIyv9IxaMu30c*~bTXa3=7CH4$N*Jc*AA?G znaP0)nn)g~F7m7`vLoQVgw^=B3K2+{8~1l6Pk-b5U`}>Vr^7z8%E3SPyYeyAS z4I9I{sMca57q)__*CM_`8kav|&Pmg&i9vgQ{Lu|Wf&LD|KQ>-TSt9RqnndP~ZtTI=D(X+A~N@562@=%xs^4=Ny46?mc{P-eq zD=ufvL?J2)ZbUc|+6X%}`(YUgTX^CD{JsWCDVk0UV~Jg#0qI0e*BX#EM<(bGd&T7( zIJ0+HcMz;)c_V-23qQiWx;&8ASuL|+=?NsA)Pe+kV6+zD(kty)(4n9|UmdG!eE_{bzukrp5ViLP1niZM#o6*xVtZWlG;4(#OL$3EfAQWnH|)O|^+b)HMc z8v)n(6W|el=33hQ3vM?DGj#cTl&Fvd%}J;(JWjpva@g(Yju)yw+)1kak~D=k@Yyak zbn#oKy_IeZqRYv$XIV5_`t;iS|aNp9T*iN-o$` zc`0ZSm3}p|u0Wxv$&oa!t1w>qY^B$gE?<5dbqR8hl%gXCo&F1;yK+TY&|NISME<)l zipq42|BTCjmcGMc+X}a=Pc$~WQ7+wCKbsvIhWrkL?EFhIe(Gr@>x*rz$BoORYLPX_UI7YV$1!>vz` z9;ux83YyqL8oo)ekiT7hzgJ+r<7!b^KQHZHc*3|1N}hA+po3ug8BLIBoo36v9f+vz z!azX^=ifoiPYzx=7o2+TZb2*er?~ysWOhoBfA6ZIqYp$B`dBggc_Lomz_ZS zxuQ6$&7*U-?_1cusI!*?!hMsHlZv*kk6d+nt02!`=RD0BO+TZPnhr+-e3T$_R$*7e z9*VYa8V&zy`HOn`clBC?XOoSxt_=!etj^i9+A`VN31mw3Oo_%6Is!!LE z0grm{wEMRAxCfMAmx&Zs+)Q)YnMK7_AO;iVwH6c4@@ z5yD?Qj24*Puj5J8$1`NC{_2{1%FFy>f41js{^2s3OAWJ>i*fvUD*FWHe8E?FF01)J zLIihS`z0do@Lu*DGMEofgihbn8nio0s*w<)Nk)TiftJ7Cx39DLhomu)?c3haFrC}H zY5e61S3))v232izp%f0G0|-En-u@bBrMaw2Eak-Xegkk30+liN$~O{hA48bWYhivI zf(R3zaeQUstbYIm>hWU4i^1P>etkFUMQZ|8@O%bcnz?L$T;KwP$T|sO!>%>B zL~%(Fh1SP9$C6>UPmjo|d=%q9=WwGQQQsTwG;3x#J!;pS<{S5@w>E6OvGF}^=iRLr z%-^-+#_ECEUw8JJVcA@{$+Gk3n}3SB{`2R8^xX+Qz3kH_qz%n^ai~Yi_1pfAuLfAK zD$VpjwzlN#5x7~)>l7YU_R>@|yX3~B&cJH}Y*H?QJr zy2Yd4_F!Ruk#|Dq#b;zqkT1mmrX8v%o@8#ij_?Eq2?kY%4;)a!hL7v6;Z>TjsP1vr ze2{wF8@;<(oU94ER(I~5$6ApSpVakz&Hd}i-wI?QKQ(n%$>^h#w!%+s@USM+GAz@w z`=R!4+J{)}VE<5s@+%qYKfzaH`r3*9tla}|y<1Mihua= z=cW9F5pNY)8C69YM)Uz!qpnhWBO#$JYoll}7CLseeI`r%NXy!%dY*GBTi#q-yY}6H z@)(7hHArbJK!L_`Do1WWU&aVzGyvy>8eF7?r)F(xJosDi9QmFB~T4`>dS`ZWyI zu5&rx!Xfjtwr9uekh+W8x?dlNb(gG+%hokf{^Rot%@Bo9S(NPweZM`PT{g^2hQC%G z=(iJ1GJ=jWimaaH4~!am`on!&Yw{oM5RGV?-NeFoL?>VNu=PU_n79k_CQ6qIfjdNk zi?Jiq>$_~Ax zYwL?;p*q|yzA4&r>?fP>I7|%gGN*KXNlAq)$JJN2qqR*Cz`)v}V(zJPvm-8+jX3|w z7Fm+Il~>Zx-4IV1mZRiQh(tL7MAO^=j??WeHiXx$At8(QG|sK-bHwCw*Qjklvm?f_ zP0vf+#ZE`*O0UA4Q~sxUHBoVK_nDeu688@}5F-u~r?UHMVldXuu5I0KN>`Jf z+7%T=kw*3}b2N2Fv}Ehq%-me5!&jYVQxd;SnZFKiiF~q|&85XK@a_FLjf$?UrK7*+ zZ-uJ+?H4a}&`P*ZRDE(~xviynv{Pnxg=7x#D1*EFJ-0TVI`8hhcKEq2^OFCMA9RXd zW}R%YygnBVI`fCO>9AXcDC;^Q461V_adM}7Gc(6rkE;%47dsH!Qv7pNN(*<7AYAE(piAbBSrDmT?8=au zZ0>I*aqi{i2DSdI3b!dqV`7JTeJv0X0h5qUy^IXT0@84z4sc=c5*u2 zFAM1(h0;%&@7{VhBJi7z9jn49Tjj!Z5nn_zNS3{@A8Ug&kD9pw;8N-rx5}@r&=c*) zYJ6?6mc6iSy?TFqxI%V~OXQ`qz zB1U4td)Yw2%O{w}qA;*^B&~ij=1S%v<$XLYYdw=cRxpMgb;@#8ui|t4D`|-(Rv;{| zr@afSEN=pXhHeX_2$ezze%i8fT~*t?XHVb%SY9cLC_HXYB4!V>wBPFdF%;B|QQjH_ zQ#AO^u_ZwP0e?;G01y!T5dW|0SIPrtjAZjrF{C-#o7pHL&rNXk<}S?Rt&&shM%RHW zbHg~3B0hlx9=5>0x;-sSYPf7U8qpnx3^_93xpgliqs118lP|!>4#7L|PZjYgl0?~k z4FyRt{#H2qHD0}XwLY3RNcV_(q`84aD}~l!nq6J@`uUCL>gt5oJT1Es`4)vFStGBj zT2f9TXZiMBZGK9wC~#w6>Ww ztE|6gY^nF2FLc*iHgCQ?yuD+Il5HFArzqNSW<}nC6zIBfqegf?bR$L?Y{8fr{^MGqgE<50V!N4U|CoVtB?=gyiX zUat)hRpR3!Tba1n=C{|lkFfXLnCoa#Q{DqTc5PSUw1J!cBqQS%*VpJmy5YOX)1#3S zQs{urBC^qxTB@kdI4oXVKi;kpdmwHtu4u1(b4`46ap30oi#0x={(m$Qp1@ zklktFHEvdiraPjzqsC)4H!l7``P>$(KBo9LVZk91rj*z424S%=`b~U87_043%aJ!F zp`7f2`(o}Ct^=A+k6*0dJ#%y7Ez2W~8apeUNvEW(k4KO^3X^q^`}p#VBEFD;18sGD+pZH z?D?7bnFaGtr5{${n&YOZ|4$IVhWn+J0LR#(?w&NVao6u zbpqW@+i}lbz~}&l+1q3iK3a7>pE>TB(%pef8MUUsTs(?%+HPb~)@O~Tfq?;XedDK3 zZ|-H0?*2LK;(4fS0iu^K2ZL zT!)@jY>iW(2zaB&v8m}uC#7eT{&*%Y2{?949UUW)0HZz@Nh~Nb^-#4GwJACT1ut@@ zkJZCD(^?jb$OY*fj}nC^YRTOl~2JEmh3vDTP-9~Si}gR$HV zWe@B!BoonrshYUVm`tIJng{gj8dHt4U_ia0Ty(SH0J8@Kr zhB|8v#TyvlOAYal2dIjL2w-sm@b2k6X5EnMW;o zhu9%nUx>BceDrAdTRrkau>Y;sudmPk{b=@}p+j4F-5a}@miyz|Bx7;k=AKdF@lcG{ zPI-HEbv;HfJ~S3s{qBZ6!`(Yq588GRh^ryFy$~rEKX#22_U$K zHG>H6na7wqVG`*QtX0X}fUAjMj5@*~aw|%f9c-X@H1)S<$97V_l0V*2CwzQ)sT+^~ z>({S+VYlTZdA1incF-yknu^jB=?AbhOFo0}YcK{5>F(+h5a~Qb zAI2*xk~bu2NrXmW?QN|%Wi6UgcCXJk4BS(xdF(}Aw8vaLG ztLDYXvfe}Stv(8%|W`t}3y;}82rN0)Uw-ly)(M@#Ewz4x1;dehON|8plpB&d5i%s{OG|r_nW+*Ys=NGmyX+tRst*Bg4{hA5kM(yJEF9>VG6T)9#1X^oS!u7zKH)ioAd4j+fO#l``{? zrhsMga#2F^GVQ7D5-~h@sIz`ZPE+5A*vpp(iro?)KVca;oKRYCi>Y{eo?!s71P4Q}%DV0e zsRb3q{S{W>L4~+lx$3|#ues9izI|(igBTizw-F!%*+PK2cjS9|da9lLZ@n~8@7iqB z^B#P>>XDAim+#rPPiuwsqqMV-3`bLvDQkOe-4yzJ+Q~8cxKIO2P-= z5m0D=JM0yXk6$~vuWJ+()2=-s-W zz%TDUf0mNMwA2F#R+LA<4b@B@WXCyW3hYI{6BQL@!n==mGYsDGr8IMyO*g@wzsIHhJgTRoNA0U&W^{Mafsv-h)|cAq>h48BMNPLea6i?{6i(L4!YwwZFxmS+fXPypXr1S-_4AS0|T;_ov^>Q zwgJ9CEsZygAf&38Ur3&m7#u7j>PmXb{Ji@phWHXbNvJ>?YxM4c^`lN7I;($-N2>Bl zj*AII7P)}AGqVDKUy>g@_;};hC#fT8V88e!H8Wb*E~YGc+spe|Ojg_^$0-~3u}>5* z4hM{=`FGXD_X=#YUPyE9zH0ES_S9_NiHVzHJA4tXKa{YEef4>WsP9q*IdHQw!z-nl zvov@6dLyp=9tCmo1v;2}_Hzlf+IXtFeTNRIQqJ-aOn`KAt>p=qHEWRSzSk=y`zI8do0vF&hD$#|O;(mW zbZS^8Akr;Dd%V?$1zC!_N`8zFx1=!E!as&6T)L8!xoXuauZW0VqPqw**@=KdzH1WL zigHCI#NW0_l}zfy>>N<|Ygc3=FJ#bF1(Z9TuQVlklWCA$8rB&=7AlaLTw# zh)8+|=}c-#=g~|Ag=y&$(lsf~aWAVU!j$LF>*LTcC9nHz8=LJ^6{kqyf?{l{`?KNe zo9j9l#w)z=aBba9UZ!3^s>;sM zCYQeHhe+39znOWMIHGLWvY_R#wfg!Yc31D*8^k_7t{`P252DJB?k*yA$AivWzEwu-2qne zv&OaGI5Wm(xuk+Pfv6EFPTYt2C5q;NH)bx<{xm9w6tf=@zO}`6}*TT^0-4i2e zfzCE=V$a|8Y%{%k z3q4;g!Uj*994e$=@~ zk6mD(GbSDnpAojhJS2bVlLmUQWOmbm&D}OTqATaC^PoY8@fFn~yRFH;(;x=Gm7SC^ z{rQq~39)rUh7ndw4Y~kN`D&RG%qJ_9ZYnA)Jiz1ccrZmx&leXAUrt~E#@`3H@4I^1 zUEK%Jw+~QmAB>!ihs<~ItGG4pk2I?s|5+9+e&Eb~JUpwp zbEnwNnX`i{35cbMBc+~i!UXF-=wk8_UCq~11n0kdH%fjPjlOmal`4bh{TnI^7L@(^ z;S585h`b$&>=Y<_PHh8z1$~NryA@5?Q~u?i=<-k4w5fLE>xIs_xw$73T+4jWLq4Kq z`hcO!1H%7y#At_Zsu>a;7uOB8K^Fjvu27X0;;X{&d|`IL+_-e?M**ub)mDbRz~osdih_!PJ*y!p{93-o>Cqf znWCI8t=JAfHDn&T1Z^C25)kM>K)`rTzbU28goXWEtzNgzqtEiXcCJ;WdT?c0uU@;h zGYrd)pdDR&_qBd8ezL>+XPDR@K6ayP)W{D!UCQJMSSHsM!#wyvG57(%yaVxGkJH-? za$%<(d-rxl%0&-^vGe@sBa-%r`KyjyO8iw-r9}sQ;K&g(p4N6MZ+Vow#}Cv|JVHPo zHN9i;nE>|TCDd8+`41dAGMUE^W+-xUAx+7|b#tk4klL36{y2%DPZLwMY9h4Cz=8ex=>ZU- zl-<>L-{7J>^w;t|2>acbwbi&^R3CQJ#r;9w}HSvLjlKrgf zYT>L{4rI*7K{BW_$3E_MT90vcph)Gz&@?rpewskDrZ>iAaMRN-{kUa;m3ZDPq}uwx zS~Z8f(?VdNg;-VGdGR9PSxNEry5)V3O$f2#W|&c^SHE#wwrmoUrUw)h%8P*ACPPY^ z%%+Kj{A{Y*R_K5tx7W@u1oWXpxMpX3sXKLRWqd_}mp0T8Rg|%uV$tAML*dH}o9@#ch;;n@m%UaeGFi*g&R%%yL!WhZW66Xp51)4 zPKSj}RD1fh;f^u4(p!wXj#X~Q{bmm+xOSX6rH8C;{-5iNcvr7lB{GD>srcbo(eJo^ zefR_miy{vx7I-+_x^;^|FnqqF<9L9c$?z%Ce?NScnUT?vkk}Dyp$kIl?qAin_%L|c zr*(SP=-rX~Qx=X1u`0WyrOP)}gRYSX{{GNYt@pA9&GOTP9Rk=(xng1f z#$QhcUwl%|h1&eUw!_w{`CECf(NBRm?RaH(T z#^fh$M=G=);EKJ_gPt?&>@=CMGgI|g^`~D%EZ+8h899(Gl zd%f`JD)aa;B6Td7p}9e0v)bN$hv7~XU^@jtC>cliYKajvbZfiok<+_BjazAtYiK^G zu0Rj?6}h?ZCEdem!P{BvKgFVrlIThJtN}If5rX|0DDI9UnEHSbd1t-M%xvMSCBq;@ zopCzd%Gi`035A5{zT#g(>DO=F=jjTq8(v}*6IVKa!N%_&n=lxcpQq6J*(PnX!|^)N ziQ~tOy9EYF91%wmxaRNZb6}61@vN&Aw@->fhVtL%UaK9R>{FClum;ut1@w?P9-*IS z{V@`UPFy8G$i_1UM7p@{>FPgXNWf%ZRm2}&G5%DKdga-SL@8U$6a2mmT=+nX$h+EE zDeFF+vsi7>RNp0^2U}fuf-1Pvm#Z-`P2tgR$9T?-MDyff(6Jhh!0rXdDnph z2b%IE-eah64{20QiXYB@R%1i&$1ebeIFre}!cgvP#F#-QKgq{ELiu(KSLKZnS%<93 zQ{W^)wnHZI$3B_Q2$-K2&v)(!D$q91+grHRRu|qGBA_m`8LKe9heZb$NTv6 z`|}}eFkTeD5IB}MBNiU%vcfvxB$G)nK-5U{h`%`OwAhe()X@2GvQmR5olRdRdJGqn zc%GEg#miDN@HsZ2t*&6Iaqd`86XL%X;4n8!qv-+ymFn5EXT{S*tUQ?F3jqd<9|7uw z#Jc9gqGG?}DhNqY379f7pDZ&_P3C1r>BxrztpJ^PQ=4=eGNdK=k*c2W{ogf5)=6XL zGVwC4UWbkyeeRFb)X;c8f_loAH%`^{@TcCF4PYJE2UOQOx~p8jo?Y#Na|GS5OWe}M z*6Y51oJz|xj|~urGpK978)4w`US1r;54w$aB_)kbT+Ys=lc4%$*>#8vJJr0o3AB?B z?;kmQxIT5s$)izDnonr@PWDxNV)JgQxeO_cRw!Hr(2QLc>~-(fY<$l65=DzBsTy#r zOVg5X8TNJl8LFKDCo?a)hw)vHI!XYhYBEUUrre1b?tScM@@r@D4B>2!#pQxA*u6R5 zvU9SOXWW;=0;s0DjhX2*>Af15@xX^f0RKLiV+^Q|i>t_5UIv5-do15EnNH|kq@wrEDB{?UjEyBZ1`-Xlk$-P^{ft$}~!t?h&Dxk{I zD-|YBYQ_!Y^)H~VFq=I2E?D$D0s`%#Q7(3e%upE?>~lOYY<0f!zgA24D8EmK-ZeOXYr$k{e}*WZ{6w4^zN(C zskKP^^&A_@Awz~tPYtwQ7f5S+i(jnr%{klxE`oR-CM6kT?O4ij?lg30^_h>NK#U*U zdzPU_Gj#!x2Y%hcUpjO7^7K`UWn#P8xsC5RsHm!f+Unr}%yY=^ zw?`)Gf{w!LU_c@RZbp|wFXdixv>{KZ>=9P!lY;LYHNN=vxFNrnsD7&7kEd4tUI7N zgI-DJ>eB>`@M6Jka4r*vogO_l_8EQR_;K6f4ca;@*|$gtX69K9yF58L$4|qE)4P!riA?D%642P+~uU}M_-u(d` zD|*iD`Chl4%Vdw?X4Mo#qYPSn^<S@g>m>+OqU0Bl~9;+ z=A4#}USB+WRFE)t#9og$AR|ODE)0}@SiB0OOe#|EO5G*nB8EO&W=9lm z=zd*;If!r%L9eWbFL)j6tP1Apz3U4^NHJZ7Z@?wc;*iM@lUn8R0?iXcRx44fs?Lc_ zF`RK>`swrM)u479K}sU_Msokerlv$rv(7$TSJL1v^0J0*X`R8^^VbgB{3g8P6FU|Q zK4Q5tb|>OVZ5|Rc+iSh{hEHTdF|ZUbHE*x@u2IoZchso@j~F^@>m0j?+Y*q2&yjsF z{l_d>qCe9pdVtV5K%(;!x@qL5<-fJwqxbRMyPI=dW_{cY2EkzA6puBbrcY8$hSqKC z|8fCtz4xXFo(Hf=-{3_xfE040yvYeS=~YjY3}x2E1XX4lPEHRG9aT|L;dUn%l=5SzeEk0pOLnr?{T{w?o=Z^HzBew}%&(k#v&14@Qt-ij>LJk}; z!fv0d_v1fwLcvT~RHEAV@IN`it$*jHJ52PdD&HD&$O!CO`VmJhpW+vTdtPZ-*(gF` z8U5xv-l@-#pp~05*~eQd^Tyf=l7a+Xrj3dwS{BO*rosN@yRXyPPz*W8Zai+Fenjab zQ2V~r0{$&!v`k?C`Mw1B5dE$RQE5M!9J75Y>!m{gnG6Tl&VGKn>vQ!er?QpfGfm!5 zF52~&mf8M#XqU&^l&0k-dbB}L0~4-rFSi;kP=Kq0@`}fMU_3>`TD5t^uwkuvA_;B3 z95fFx#YE%DzZ06teFO%fOB_dauaNL`dcV|=&`njOcwi+{C{gpAol^(YzQLpoIu&ymd8xPV@S0@M62QoA1dXO=_ zCK^`f`-M47n9u-UDzS(~$xIP_KofY4LfJTH(H^d`8oD8y%{qtP+s%_`;GdXMdH=7c zFgc)q_q+G*-Fp7q-}x9;V~RASX@MU4&zb~3{a*R;X+3Z}`5gQxal&Os;uhv;pi4@r zk=*KeH1<$z1;0iYucO+Ey50$Ibj%Gf>@_yGu`|4}7U?i)zF2%{F#n4fvf-^o(DuPb zhifM6EN?F%s*-c~dF{KXU3gUj=tL+NCI(I`+vr;<@U9*{G*Zpqyo=zlG**m-0Jx>N z^3`I9v|pnH5&*XmzR2v^t?3A1*GL>BygEQxkk1Gcg7LJOmDu}U=7EyH3u(H zn=u)K^t)`E_Q+1B7v6gEq^{qb2OodIWgCT;3`akI5mGdoP%vZ`2`asX#|s}xXUd_& zhu8FIzLn$9u|tR8V@jvG3%Q08H;;vq>>C^7OrmbAdS}Ym?ly)|hYufS&}cGgl4jh# zdda$!?=sr^2v##RLRMAW<>hN4?1q(a*M*V(U?dOi$(Yd!60tLC*$2RvISF`b6=&r2O$<2}AM^Z&7@T zK8|*C8wykIDVXfS#fv3bW7VCf{T=|sgjPv>ut}yBZjVw@7)UeKkg58nKR;$dvS$~t z9>~Ps0%SOp76N>E_WbbWhhyVHV?oz+_`&gAn)mopQsM{6N2BMzcoaPanZwKDXnH!M z6u0?Dcp#@ZLK2!UU3&j>d}h^duf>yhj_HU?qDJ^2WOn&>ey^Je^n^-~!I1N<+ z=FH|F6=Vygu_@HyuHoTSCe2&4kZaAA8&6zP`DstKmyQnfM>Jds#*Cfw+V5>K<9`~4 zVZ3rb%9}N3f6Vbai5|5$Ix>KR;_Lm3jOIgxVKk{mNG$#N6JNBa;}>n1zr3B1drKZ! z;7do%G_VK8*sjUn$vrs4?Ni;dSZ6Y=GaDvbcsA6(&B2=anI>cw`E?+#d3;Q9tskW( z@KcFcl|KdU1j-RdDqk(^K@ZxVrQ&D|TOqTjeePMY`i7wQJE>PYo8h#`b`LC@wWC;? z$1n}1-p$QB4$YfQ%PEiI33j&T<{2`5J zPwK5y@`^Dz_b9dl3jxG%SzZ{Nl>X?^hgo*u-~HHJ(Qm%fBCYmtV4x;vmroijO!4d} zJ?x|0Ru#l;&e;@R8r*f_zSRILWk z&@$~y-d_>D*ug=;R81_9X=R~xj+!`em*cvHUj{>a;2XO~wh$Loy{0>~Fy;)gN}1F6 z=%Vq~vtPe_DaXM*@X^jt1`b$g59e4*xd;tK-R=goq=po9axDOKP2JrS@_xpBnqmE< zE;7pD2G|H$n~(ixYJqk47P=!`6`&CDmv!xe;&Z;eyrjxpocj4DO_pnAZ`fD8FK_zw z-GBu-b-GaRu(EB*_mY?q(Z{bIHJMILO-~AG9eu@Pu~3w@;Zd(}O!Xsme7u7biTwyL z5K#Ex*9k~9~{hrLb0cAQk-qQo^a zg)IejMU}qu+m#=c$9m}NixU|{ylP|XH%$Pj)yxeIG9vNlBfYaNTi;(CLHEA6?ep%^ zzYW?qdw$|iZB^Ly$ZbxK7W4rVhmMI<6mEaC;3O@SK+?a zC_XMsq1zyoW`?^tf7WTHglC7gzZG4`Xs(LC)ycMbqX9xj5oMd`>h>Oz1jz7?EfJ6d zMb}Q>9Uq?TwaA-=7M5E7iwG{A96 zzkeS?E+qX}^*X3)TLDwbFk>G3$8}TJ9vQf_DH5k*vl;l)_QLdhpaNW76=;ZsmVnjx z-^CC%A|y@FYYQm|D*tFRGquLA`!0IeTzp_5*1MI=jyyKDufG2FAp2#@b+om`C>MA0 zf<>^>#Y6Gpb_eGwf(YCes@j_0$P`09QE64Hu%`ovzMpLo6=xe>qlD3OC33H-mHdgB}7G##{!pVk~j~tA}=qzL{<>UeY+kVq`=Am?hi^*C~8apIWl(W z@WI9fwSBsG&)3e`t<8do*U6J}V?9z`7pyMfM{p?CH+ zTVH0>ciz(F$(6I+d;VPkd3N*iFl)mb*6kZv->fMJ(@lhuC9d5tq0m0T5KfJOu)oHd z>;fTjapZ*5Y&L1q7$>Lhu)A`<#8|}|d)>2m4Uw6LtdQF_f%LqMti06DukBD_Nhww| zUea5Mx^l(XN~W$SqeW+%Y8N7l>`2(yv{cjcQFZ6~NVbJR6qkJ>hk;e)*f&v-LbXUFW^`%7Br=qx~dQC#L( zVc}&&L%Fn}x-vu$#)5t{%PKh+I2rAVZxe>=IFgRM_Zys)SyQ zq~0?Nk-ee3GxIH}JDXr%8|-h|_24N|Ru!_FR~@*J0_74{ubAYGF}TZ^Q*lX_B^c$q z{Cum&*NQzH22O&A1*)GeP7>3qs;h58R+JSi?g%Z&rU9V@p5*rK7Gcc z$Dg-s-Zw9psJ`@N$owd;jtf0a&(E|#U>7 z@PF^^2g?nFox2J>~RSRhf;4VWFP8bA(RIWS#9c2P;C@7 z=_pGGN*Y@kYX=j)YWf{JabgdX3qh5Vk5_qmjXQrk%N=*!L1ZKHBtVgjXav#$cWK+M z9gBC6(A|df|KQT8L2roDvo~Xh4~2!MAy%0mE7!yScUp@Gsv_g*xLj=?^RKW3#_0>Gu z2=0;@rXzgW<(yEwozyrC?m^L2mOXQIZBxH$27=Jpzv!9zp4M+QcmO_Til}lG)wI2o z==k#=DB^jaKJ5VisAzeV`b@6Nm(!t(nl>A!s;r#M#bSsknzCZn$Nm1jlVg(CDJ3%z^X}ImouJID-B6Qby2}cq?1n4NIrp zR&__-LQ2sMk8xfx=A2~E`J+n4^e7nH{eR6TmaBq_VSiPc9KN7&MK1~>_LH1f_ z_PtrnAX~Oa;&MZGM23#-RjdD>(7qp@9))jDyQ`%q{FbfHUcm$Nw@Oo1I<|RW=g!J- zZkI6aX6`5FGtpxs1G{=p)XXTWe%_p(TViTmztg~h{`bE)sP=g_f55260Jh?bO2W(o zy;Ir{8+vSnNwa!qf!(-{s(Q)*-^3GHPA)^rcDlx}+TO!ti)-eSo6LIWN4MOxX%iKc z>7KQ&pjw8_%4C$=_2BA=Mhl`S7iFKq+skWdS=j8`3_44%jU8$JrIxAmcy>Au+fcq~K1Vl)iq)j6w zsWTK70-moHG5Qo{tQ~xlZ{GAicY5)$T9#B~&q-n6qh~TdB=EG_n6*+n%s1ZZ`IrFO z4HkwR$O(4mufgpCaAsy8|GVYj6>XU(1J>W{RUW!`sG(sC=AfI3HWx7xV7@V)a4>bo zjLMXX-;oLnEML~Tw+GcJg`X%ZVWc>vvxA`3^IwEwsxZ&JTi2-hGtNl-0wZ8tfe_FE~z_bDO^(ct>Lc6BC=+LWIL+AqlrOB+{ zMl-LFwO-29mi>H!wg`}H);WL0a;632_;A&?e|uDX2ioFEI;Mj_r?M8+~={ zqjp~x+*~qj$&(ILRuvTr3UNK3GW-TU;}rCDDV*fJ&u^Aug2m8eT?fwcHV}9OAek)l z?^STTq-cVu4Fkv&K;|iDWJQ-X(6r^vb8_47{xqXm*2Os*vi4NJ0T z{@Y`X0JI<)D=I3M{`fH#a)xX{MMnBToV>jJwKfQsRDqDfm>T!4`b{u>NA$D-5rVY? zXLCEL&848xw7q=;Zox-<&#$^lVwEM!UJ2knGVP~MNPL?c8%I04ni1)W{b5!Y`mzDB zeava6TaiF|o2?#hG4Zl(*f+8k-^$swnh{!pxeHPw6tvhAj(2XwfZ%?9@4EliuV zX~Vp`Df1CZ`dcX}J9?yq}=-col0@SBqr{Ki_^Jt=hEMcsMMn_ zU;bcvn<#giI+r3TeD&_0b9EE~hi{m&YDH8_Yqg+juk zsbBKL-m_wqnIigB&1Narn<@r_*j!8Ds;c^!J8)L)n-% zc5<1Pm2V-w_x%hFyD%mlQM??w-B5nB#qhnJXI)}rW4pkY_n96Bm~n?^fr{BNfo4h1 zK5&Qk!d5sb|GVzSwr#3AcJ1nfP>RM-&)N|}nvAR)9b7l5UTQ`kIKRyl#?Yv1ot_Y| zZ1LiI(>^~eSX0ghj28V)2AlF35JdWO%u%GX%iu}(XEvSN2f|IviZ{a!?AvDoIbMuT z%~(Z88NEq^h7G%bplLl}64q>s>C`=qSedJi48Bd%HG%m|JbUh-D0&3YgfyVorgXMK zeL^*G(nU->eha;jSQQrH9|y6FJIKx4?CG*@T^C=i`72gTQG5EYdDe>;-Ox!8?$N&t z76Tv)c3ZJx#RuxR5pQk)-ocN8aC?$(RsHzkTvmD+Ycz?S{rFk+XBcA;+_jEQ8fP_a zn%lLveu@Kk)*E$g;UV*}Al_3iOh;rf@ZXS-GXLW9dRt~tqVPB zEqUI;j^b{@Mon8fJGQZ})&YP2F*vJ_B5rPn(JBOAcrq+e9-yTtUBlPyY-}7POiz%^ z#JyuXHYxl5y)&UH=lTXeA?bDZh2i_ zUBC6$n>*hunSOe{clPP%E{DxduW9DoGy3%W(UyuD-Mc$9Uz#x#I3)3CV8ioAHo7F0 zKaP+i`6_Us^mt#ClWPlf_bh%V5S4XtL(xOY9NWB?BgZ1>nB#YOfR)jy2FLPI-_ z-`iFXnZ^zT%fHM*TDwj{=!AOk^?L3i#(ZOX2Z+$+0di$|;o~-ygTWm5f#U#LT!Y|P z3vp5?gpX4pW$l0UYPOZVy@ivr^U>*7%d1qB6k+Txi#WYt+SI9fygS)o{{Y+|>V^o~ zcafU}EBgSn+ckBy9zuF1j819Pc8CdDaSv#`EkNAOq4-%)*NtQU#{{^13bcR;U`q5B zdTsAFfrHNjqJR`O-K2-L9%nCHm;jqZZjamV%3dWaIqIDU4-Tjv3{*jy^%r>I&fB*^ zEV1l+{(O4>1@|i7=0WGa}h4YX*`M+zWU^G zk*5#OS1TiGYsPP$*F*{&QCheV8QG1g)|hG24hnk_#U;-tNzXs#_@@?pp!)wn-hlJ# zo#UUVrO&!bSfzEGz}R&H1X^@6JF!*Oh4M{aJ01Hz0^dQ9$u)V&iX8(| zC-CwrZUad_Ad{uA8NGwg%_tor^8xHx+Tjzw0GT=_skEE8FIPIuz|8t{-;k9*cPAc&-9QO6%T0O|1j4&|en1d{hbAaEv;^3;O`H_;q8uwqU%zgxpJS^?dh%e3Vxf z+p?E@yGGNC&Pm%3se#j$`rA=U0hex=lA5~U%fWJ8O)pZ-J_Hf0?Cd5{3vFkPOf>jF zK&-sL~?IA2@zIHF4(Hv0Iw!=rr4J29V{%ky@B|DJG^P;e+nl zYvcf?@$y5K1$n&9&B+#`zO{9W<1c)*kQ-dH27~tg6d)O=Mytla#E3x>ZT`xY>4j~7 zsI&`M^VNJ$;(eIz{)Z1A;LTOcty>uM)qcL`#+_de{_$K&B`I6mX(vbS;xp)X(^CCDv6J+Ap@wMvQ#7c(@P|0WmTSey;63>_r7mA zwcDRR{FpN&pM>?>WX}(^0ipab4cotO-;;kcB1UZbyp67)=0%lvvuN=*UhoF zPj^kCaaW*_Cc+cjw3+YAJTdGe<Pf|X$N0ZJ?E7(R$Le8(>cOD0OqKy@@@O7 z(0boLy&`&VGV@psy=L;5`bG;y<%1Q$JG1qSo*PjDJi2(|^mwnWl}#p3o-7qR@**EtW1_s-?aK0?)JIf7Zcf5Y<<%>wMHcWvu_1ClXR z0h`o^gcx@EUoPxD&=H5UBg_kh(DUl#$C793arO%GtN z#s(R##Z&d03%!)e$s0~fOl2nBf%FvTBO>ksp75-jFofsC$)TZ$dh+B+GUkCst|uNY zUb)iG%S&PFAjQ^}&Y;)f1^aUmpXkXRZh7G@LIP+*%WMC3an|>!Z*gLnY=3uxj>bn^ zrYS8MA{ECSA4Y7Z0uZE(Zfh5Rq~b|ySg<~Jy~i^i5P~%v_FH%E2w7ZHuLew6SylD+ zn>T+>yq~7uT!vN3N{Wp~KDSCuOWR5>j1JDD(WXz=O>R|ogxMSbJ@BR=x)3FKQw)j! z1pFS={ZRi+A$4CiSx%iQ9?~-S2Gdfc8=U{Zc+qDsm<6c0Pzcq7@*)}%wg=g@+|A-| zK0{jk7gZo@uA*IJTrgnZ`sK@eaYB><*`y;w)94mvhmCb-H(lbozKzRJL&qOKetdit z+e1jFqqRx%(T)ex>i)x5M4|ZDjTa!C)JmISmI#d#6o2;ErS4}e^;fZBDI*DAXRocX z_n{6!5t{d*hE%f^a{d{QV3&{dgJu>MD=UwNyg${k>z=1WLDvvsxy95e+mX?!WkXW#LuEKrPjLA!23tavFz)!2N>PMPC<1fcA+ z=2<-NdlMf#*>VjYIN|OtGkMs`=n^$t)mD{hgYIfaI22%$(L`lzjs7l}-(S6Zca6t5 zon;RXjc#T>umh_IO}Vz&g{9H8!NnGJpEj`#)gR2{<;^dVRij>>-?@VpP5S3S&na(4 zcif)`UqGR?QY)G)VUzwGX=rFDdzQ}j^;$O_YI;hG^~-n5NrInBrhg^_-=@&W{;djh z1fPgG<|+J*WN3bWHQS(0rvFUwAiA~&N{iZ@{M*M1H99)qMl@kZ`Y%#vyt;?lrR#*r z#=j|wBrTNBQrJD@&?~N)kljyN$_gr|?$L9}EK+H3q=i|^_;Fc+klQWw@9=ruLhaWk zE`M{aMbjO=H-9eOr=zW1A0R6y(c`$sR^9bjLHM$f5AZL9ew(-z?YK7VU|G(bxs7}8 zqou^*h3WVXvW`B(OfbKjtL=7ucy^(n*6;f|#~e&x;*pK>6Op4H2poYaktle#Wn zi!7o;LJyPCZLR@Mp!Ad6?2IhN0w~L#>vuG)Ag~}@L3XkM*!6Qb()Hg%jUUj4pjmOB zh5?4qZi-fAWn~kn-4w{M=ZVZfo8uv}mEzldY4gw)YlE%I+i&zU@Qz<|T78LSG$-wS zmuJTZ6jT})9G-)OLr#tzxAW4K6xk7T4gG)EdhfWN|MvYql(LddiUuJgBeSBU>|JE9 zB4m?7X-6relG!4Xk+MQ)pkX9JSs^J~C8G7cpYQAY{o{AL{jS^RkI&_zUa#l#@i@nE z9OrS`uk@Rs=gE{3{j-ditQ^f8mz$No1h&-fw`(tNP6zmvWf+ zrypH>8qaiieJ$ih+fJQSnMb<(qq=9I5XCK3>Lgu&z>P4AX;5DK9h+NTIQ0dnV8S!XYAyl`P zSJLz5Xd06tGej$gbP9)?(C43LPo0`FF;x=3}o~=$qSs>A$%b5(1a(-Q*r4Z&g&u}}DEiUyA zgSg-$l)m@aKbv4OBydUZqAaB0Ud%X@eY{8djNekR0x0V(>F~z{tDNFP-_w50pW06p z62Ipc-IyCWMa(j=rSzWC-3z53b?fAbGb5*Hb?M^OW8IU#I0?=N3P#2FGjUph-LK*4 zckY}Z7jH`>2rTT& zbkCbFts~7cjq61~B~l_SpVs@>Tyw)l)2*%VblDP8Q_b%YyqwC;IQkrvbwY#Ant$kH zwa8!<64=ew8#>EPAtoYJl$2zNRVLL4G@N=Wuq zHQe)egGTxu4dA{BCgbPKIXrslRtAIRL~(ODMaiV3_MdouwlRCTBK_Z2K(9J>W>_~O zGBU?u-=)%jql!ytorJEUHZI%eCvTzao03aDUS7#e2|oxD^~vkkM|U>c*7RU?-H99i zO~%hsorju(XOND)9se}*yUV6c1I6QyWQiBd5~M6ml{%=aXWiURW_>#(P z-xOgya5%Q@nn-)4))7(!P(&zAL}TKs3ir#{#e*r!e+>;MnG$zP>A8`;Y8xBN#+CnG z8>}M78M&uTFZ-5W`;?y?H+69_p-913!L9A7&}rKz@{uvP zP4b!t;U?ohSPpT2j}g~EM8#U|5wk9xW@=CLFr29ovD3K7d_`f^R8k_y&6_&tVtBI&llBdf@tE=!=sQ|QnaVPY6>)07?&7QJo zJt7`#T=)+92mSi8Kh;!AE&0(SHTVvhl3?OZB758M-3THaXUqw#JTBi8C-f*gs;c-L@&y^*TLi-_BXB(x$qYxk-eCl7 z_iq2;9r4Q1!($H^1gCB|}&A zIk#f@tJ=)r`E>)Uf|LK%C6~O5iynKL94&5fG$^7zg}yz#_==(Z$)5}T!lur*sjB#* zOklXYgGI{ExksxOQ-63II;4)#jz1N8r$znK*M0qI-tNuk&nrL?bUDr)2e1Bc>a5{r zmDR6iM<%)Tyj3^iL34O!~_sXGP|&57ZVR6fWc#=>Y@1b0>E+YTz*u3`SJx?&`m5XY241(nO^PM6Vi{J zGe679Mlx0hnz)l@Su9oLhJwI}TPac^5q61%vFEHmOy2;S;9n*MFe0Em`}TRTI)Q+h zl9eSg8Rwwe$EDXZH;2IVfw9&EhV1IgKeFlDo@$0kA3&W!^H=bICWMp_d8Jz>Q{sY1 z=?eFlzZIL9JmUeFNAh+M3_wv6(bqx%<3%&~=C%$LK?rZsV9uP{Or<;`5X9aYTgDp^ zQxe|nu3v5KwYCtY?aq3QsH+};2vb{4#c9=8?$?f;JIy#{1%EqkkN#F3KG1IC17BCZ z*U2H9KDRzx1w3u*+l&gIbGig!O|OHYSY(X(#q2@e1txIu=+_+XFeP8R1^QYJ{ zhqK|0b9hN*8@~}D7IcWxtPrzgLd(>AWh9^!-~v+&=Qn+sL91#GK-ccT^W0oKb5*6r z>2IrY_=^zx+=MNEzCXA=TH0}X;i{t`^Xz9+qUCh>7V-SThT=&vw2Gr%^NeupOlfUe zU>9sS%i6lapvB}{YiiD(I^`T!*8S1>&Rx27Tf$XFu`e@w2Xth~JJK=*4z?t6qQht? zZ{0f9=B#P^X)&(J0wY0c%Cn;48N1Z3e>tP12tEfbZ?ocIaB--QPs5dyqiXA@gd-`h z(CjcMNv)f9_pVQ5mrqr|*nwn81Ol_HtX@Oc9 z_=i*Aqk~1)^XG-wTqGkFJ{++=q$a|Fu#57ediO8$4UOg=xVbe( z^63v(iVZs#Ogy$IZGAENcq{rLn_iZT_ijA_Oc)7>u4{Yp%i)CGqBLZfN^&O=f5`d| zDi8>&pmCS?4|F{tS8CR*MyOaV-KWqEq4{+$93p zQxz3AQ!P_uZ>XS9bngiZ6F0YwpB{U=C3+SLgJIWVp4?EZVPT#th7FVUa zpCzH!pns9~HOU2zLQE7osg$&@eydiTCi(OhoP#4)e} z@RSazwwu~KLO_qro0lm!Qr{!4?}DWzJjrDmNT#yD1hIZep^U(hvS>t`m^Q6jzom_o z?i_Aoj#Z0VqcbN?G(>vfjgK$n6=nTf%)d!xIG`;gfYUd+F?|7|RSI7)XqosVZO}N1vh>H)YAv zkSwlohP_oI6l~VmenMUDTZw(mR3v$_AR?A3)Mvnpp!(Fk|70ZQla6 zpB5ov&F_v}H|b!Rh!tN-T48zL=$1W6M+?Cs-wsigVO&nF$YSXw?v z^Ag{h*KJ1I(bv%MHUX%VeQ&aG0-v0>+T9PC4}jk}#*rX^C~y6CI__ru^mT|y#FQJm zo9vavHSJ}8cQXpT5^O%HES%Q=QK=f|a%np<3Ml#(^69x#< zKlnGl;b5G*&%iSzLC&$$-?FX<2ZZ}0QrV}=Bv7QmlSKaIns*W z-*cB4010S(>qsaz^2zx>#E&Jon&CJ1PP=6Jy4ZM-I(heJQ>b0IuB+SLSO9H4e>1zXkY>Ntd{@DF#a1(QMHg|t_!o|)_+z07zO`3K{r>wr_scBa!v zEFz)F#UcOF_R189%wZzP6Jyk>Rl_EYOELSK`{s(}^$57bAZwp6H9cLvrG_(K3& z$R8}a4)4})J$paidB&tRELAH#$?dcKY{H*HG^2LMp<<^+k=v zi3SY?=|y^AQ2gQ>n;}Y?_MbyKpemOSf~-p9^p_U7*w6i+my4a(S;Mh1$4n*Iu)LNj zc`+m15lzh>01qF9+DsS#kRLUC4JjYUGBd2VV9-Ukf#yjCRWr_KikL>v3sTt8a1k|c zowX~2_vTdVtX--H_9GL)6t=07XAopT&Fl|2#tbtGsymPxhwq2-anl&BM(VdCAix4g zdYYl6q@=t9?mo{Z1Qs50h=OZTY1-6wY})=VO(8d>^Y$?O97M60hMuEqB#u?hAgQ=C zT3x#;k>q8_auNB18~&`mlHtWUmzO{BiEKH0ahBOMSOEzW8XEVv?k-CSYS{z8g$*LKxiC9Z5WdTp=SY41#Lkiq{u0BV6ghXWEsf#eXW`rxa zQaF=E*~efiD6;n+IFQ$+!^B3nwzGy)@1_CsO$Y`LS#{|+r|_*!q`g++8~A^?5ijOM zM=n?p9(jnVhr?EWa~Ah5YQ@vJ!=KA%!Vuw1rg~cjlc-rI92wF=r~usF&hv0S6cxoQ z1g}@kX`o*7fJttq%G5-M&o`n|<{hp)HVf&dn@`(TaEctgdJ4LqUBE3+Ouzf~?ZL|3 z5x3@0#DJqN;aSSEA0yKrFR$!=Fo1f5Oeq_I5@FLAf%Ydn+-$e$_>}H4Bn9}nX9ROH zZlok+R^ruzZa|)cml_}i@Xo*2@amZfY>vlcEJ&Tzs(+2(Q+SSd+ ztA0_bGev}0d;lQ7hpf!V${M+4%P?`@#R)6pn7dEvGY~4dM>zX%1qNQ<{x~r@zB4+O zcqWL37#XoAsR{bkMU66nfIE%+S@6vlplz*&FH0K!dAdscMzG(MdH@1taF5|j?M5da zZ}k7P0CtNQOE`09Bl|P8zfXMAj!9$Zv z?Q!1go>*uGWiq(k0zbm~ELET%290@l$%dZfLWMpxJ5z216}yc5fB&{f&!v&h15h+= zpdKUO=g*&}{~MR6Pc*{;ZSN0rT-aSb1o^6Gft$pJkQ39o&WQ^Dg+it+G;uH zR!FNCh`&3^wi^NMCzipwad0uwz`I6fqB2mCzQ{J5Eh|TqXXN+=UeG92IRklwc{NC^DlC=AU*^)uk6Qu6(S{-?uDy zz243{i-B&$%3MMeB5m_57|(9=UdqeJ`leJ}MQkhg52ApHa=$9$b&^?5TXbDKgT z`=~}`ck6oZIop{=>7+1*CP1@H-B4o493>DlM9?#b`hU1$Jbnv;^kL&dgd7s8$v+sZ zMZ#A=cgx}oAi%ruL@exLUh&)J^*4K5aU6V^p2xdKNY0ns|Lobs7DFb8zrMNAkz6qv zrvQrkeC@t$=-oN3LrpVW>`5) zm7h#A==lcmphhx`1A-tNFEA89nv5geZPZ3nvl+lfC+%wqbqak|&BxuJ^n4cqSynd5 z^dRLflZ&@kHi{}Fq1k2+FG@qwm5M@G4A9BS&khw-cIvU+Xa3>!skeq6+j*0aaiMAh z`Y7?|m_EG~Q3{2Hpt-sol-+nB+6*33hDd3LD}^Ups^t3jxC&-*Ve5qEPPv``XU?|7 z`xs%IDTN(fZ}%uTw7yJ05OhgRkB+agc)8ls!{b0_Kx=X1qZkoeeqeT{PNxM`9P8Kr z8lzn|P7WQx<2*dL9hBq_!Jv5;y_O%{v*+in@4hgs?2&;yYDtV>jLVz(8EWT4l>~#n zO80pPsa$eU1t;a*#QvMpRTv!U$bq4Oef}EZX=Z1ch52YS$yr_ zzI~}L-v0hk&^)k^?0>WJeUtffqa7GFm+Be~P5>`nNw#CiQ2eoDY0uW$4evHmg}P@E z94dR53p*rZS+1WVos;f9u)j8Oo+8E+yF^ z;l~MAqSRN@Kf_1Z+S+14m`s#J3eO)(<3`0ISDVUEi=+zTW^;a_z`V`)XjF{PMq0i+ z3tj5e<|5UbD4CG5TibV=a6o~jR4>NZ|15_RmO@$SX7AEW2t$MsSsu%-l}?)roIGkUXvDjuHG}xz2!UcqqPQ|BKp3bvedo?3Pko%3+qd2?pos zpa#rOkZcwa;npLArlUD@0$1t|25lJ9FkxXZ%j`$JqLGoxk4b+NpkRF+c{pdbII~@I z{=fr)@xVM%zN6eI|Hd`dZr%9so|lA+5asK2GxO557Q_hBixdnYiYZgK@QE_9)2Vr8 zdi#lL_<88)=`|#Q19vY@T9}Kl8*j;7DA7m^4Q0O+^GM7kxl^n3yEuoN17jw8tx(xE zCNSEW4Xmib2c`+2u1`c%%3stw++O@Clz{WA+0Om-PzaQk-z6KOuu$XzHZlPNvS6xW z#v!eG1=V{X`8MHKqz~fLK<_O1py~}JMrmS5%%u;VUNef$N6$k9eK;JN#h20TR_lKw z0wE6``P=zvGFqA$Y7xFV!+wjO;>(wZpHEUuI&3^E|Ilftf*V`g5tuCb_#F~vc5j`E z=XmKkkdFVve>*Z*xdf6)3pRDywA6ifC|b-(f9(w(hzAuPo-$(zf_R%tE7~wpCFU$2 z)6wP$+(Xx`P^mE(yZ~d*mA|)q{_>?m>Q|H#Zny{{O_w&2-Q0v)ng4c}Z#XGQj41go zv??zs7HyhBvkw*glCKvY%wlR4jlT4Pls2*sFcsOh z5TB@IrBxjv?xSQ!AZMH6*YXEx317_l20XdLVbb2*c|R!u}r4_ksXaxArQ`bKRVK0 z%|kYaiEj^LS|&Fr+XofbRTeg9+Cw^V=yq<75@TUI7**u7dZ>92NZ)hP1;HfsFbS|0 z6U!u*s1@B_ok&Fcg$%!k20>EF_-*x@eOZCd zShAI%#Ecb!kkpjSNZ~kEL&}RLmUH!vk#layHr7N73j%-94<77eI-`SqXE(og*%!$y znV9EixAHf=>a3nUA5Br&H!hkrA$O@7geZi)c(bJf|8T{I4f{{k_*VlRC!@yxvknco zHt6}&rzzC!jEXWck_-;im#&PzIZ{7_-+wIgW?7%A>rOGjd(VXT zIni9|U?!{cbVhuAdF6+vD?SM_i;09^)*xgLuli5pib&JY&`@eh#!?aISPP0 z0j?fs2YtK*SWKt}Q;XV+4AkqXAU-F8fbT1QSvR_2*yX*C(%vwyASSm~TW9YxjWRZ5 zH{qtBTkPW4Rl3&jGPmda*4&m#ZHhiWT`<;x?LQIV@R(R7b1fz86SD|~)Z;%@TLX|R z%@}DXo_J`8xnl}_Z5vyd9Xxc1!ZVE_7;94|8YrO@DQETEGmxR$^nD3)B!Uug_yYk3 zn2~Nvp!t9v-~^`>hT-VPHYl_#Vx`GL%&R`uX8N@mIYZ6D@$v4@M59bjqsknLk{ouf z>{&d_AQziRaABxyQ=qF6&G+WsU_2DGn(bpx$KUYZb@6JK)LW0Si+fvGn3h{U{H|=B zP;nl;tGzpcaS>fJUsSGTVPXUIJv)#BPMqD4#bcNQr+s)WupHM3`ghxK*d2%b1n<9< zNPy8<$!6T1?G>6SccAE!Ye_v)u&ulqa~6z6t);aV-xsdkU9SHW5Pk5MeqD_YeK_G= z&(50$GL(Z3rEp|(IJi+0cT=$=IRAU(|5U`=H%>Vk9^M>01a{H??BC!Y0eZJSeUSr6 zvoNcPBLtxsLzI-{9XI(x@V4*YwrFL{xpPZ3oO%zn6*UWGB3)=QwI_RWm0^py)3i>B#AObi)XpN3R8hpUYKcCU zU(rw%#hJIKAF~JsrGAI+jsOB=Uhybk)4)%)IN5K4sghVNn!jWirA&2c?o3nwY*e+R z`#-!v?2nm*g150G4Bmv#uqkiSh6XOtU(1r92_YNE-%iz){aTF^{&&0%po=Eb z2{GkEgTVD<<}pwt50sMhdw)+>pJ&5^k6$;hzOIRKi-}FL+Y3mjHoFRgD?l-4XPNqb1DnEYhnmXu-oH-m!asLk( zxboRTY6m${6x8S@ZL^rq2;yx=0jP_CN=M})ljA$}uQ|%7h{%vzR%=gRy?f1SgYWPy|2uIqzCDKr$GzPrb4S;-qA-QlwSnCvIxyHp8t_ba zwrFuKAbmpNOS*`bAVNG}IRsMd%KPC%+7){P5JB3R>W7R32W8C=P6F(Px-0&mUZ=m! zTQ_06OAX4PZYx)Wx3sBS%;@fcIIc{qr~dC|$7NN(XpNA3ot`bG0X(Fp6U_&oV;zk^8ovY41E3}C_kPZnA=enn z2FX3J;(@Q~?$(>kR8oR_Ob1lnjjT%-XmDiY`8%%N4Ghv@$VR+qPWM6>W;b9z-o{>Ki>LGSiV)feF}Vcb5r1!5NJY>=WZoAd z_5_ww<;t?U=^0yr)dby!2E;qHU&{|dg)p+85*88^YZVo`K7(e)t#F9!!P)!`F_2hH z#GQR>PR}c@&4abyyA~`BJA7ESvBRU+Jn@R`-AtWsr-S|-dS@Q@nF>2R?HS`$?CGi;E0hfGK=9BdLe7E` zFi9yZ2m=fAhRq`Oqakq@YcS``OzVNh)J)xL`MvO#EY+<;hD)+ zW?$meyKY>QS;h0on@!K@Kqd^DqpYq%PhByqWvwW75V)YQU?N`-QNNa=iY2%lw%96m zLOdoPf&&%H!RDwBYTR!fNJyRzJy?=qIp&#Sp~d*HhWB5gJh$Sn{VtW6}&hw zqQ0U2+F$*vtZcE8T136BX8vQ4wJeH*+m|(jcm*g_mW!=8+3D+}dC;bKj>Azdd7JDm zwQQiqP!G%q#MP8qk#8!<7#c03q-k^Lj`;t0t9PH}N>9TNgZE~303`zjt`Y_?vpRNr z{xuSw^$|F@| zmT&OjE4M!QLS@O?ZMq|0UteX|?!FjJfs#ftS=H3r35Of*r7WVoW5ivuxwcVQ;sc%O zLJo9>e@|JbVP3z0InT%jXystw+&MUwe@xSlawYjn6hsM8BIKbSP=VBv!8m@-E?4cr zgWJ(-@o2QfLl^48z1>#eQs~U~B$tKRZwD7_OKYiJ*Q>^(?9Hg`7F3_oCiL{e1SpkR z?8r-}!Xxh3k~%)AH?;o;=pks;S{RiXd6q1U@UH7586EbNBgs zf1L&dy-Z2{el3Q;qjVN|CljvS3)NenPv6xc&Hpq3lKL{+Kcpu;J{8lpx|%<1g!2dq zX+vJgJ2d9$%}+^F0-gEW4ctv-Z6HxzR^8M7Ghwq(snxKD9415&E*t%aS{w&8-`VEK zh)WeN36p=9{)aKOpLd{R=Z7y5Hh>TaeZxl?O;I3dq6|2HRU13_6#a_epn#P$)@Hbq z@rIZx2*j-6=bI*m4(hbwX(Y%TmhZrphP{xjDoAA4foZ&1cIslEiH>sEHPZV9D-E1| zb@{nl)$=Up%(Ne$?puAH>c4K>2(lU*qYgd~v?3g^QAGxBWj2&aRzQTtTx^<0ikbU| z2k-u4!VH%f-;G@$E`4|~WX^o@g>^kX%ogZ=h_2VPYwqRv_2@}r2M(DpR<<0f) z6ANz*v>YmWIHC`#aZ%kNHRS4u@zZhdPjPwI@0u^T1<{M}*7>tDVRGA=`T?$&(TDT@ zd$BkL|BCzq>ivG8sREVIk}!}j_zw)aO)s&RAz1ZWdcVCq1TcxD{fqw1eRRC_qbd16 zD0-?^Wu^UBT_N_B9WtkFe_)#ls4)dp6a1E%EnofA{T@$5mGkle7St&pn>=#cQZytm zayZb-%1sIJ@r#uApln4Ws6=q6DN(egv7pD3-GFyj$)b6hA(74`ho@}caQsPDLAkb} zHA@EAJhq#I<$zoonw~*T3Ck-FuO2&XGzuz4<_T?La~$vuh9b#vT-He$Y8E8|MPo8_ zqp&=!+qQLGYtoF^O!!-ASNr|?51TKQL>3w7xGYWP+gDdNNRh4va*U;(Sj_G^6Fwj9 zWcRG7ejac6K{l8%ajr2}P5o}v#zX`@ND&%hL(NCO+u7}!uEl6^zharHE z#D`_hIkYf6}Gn&__7m)S=pCrQ*_>oJ6Iswb4W`^iAnEX|A zY?bePJIiMx*0Y}_C^W*k-IkF<8x2PjPc|6P!XMONG1Bb1sjkA6i>6z)T73=( z-oEehga*lC{uY!8AHK4Du%@nAjbc^NooseH2U`I=T7tdvg+}ZCzM9) z15BSYr?$^OrJ{kOm=RAr23N?ZWwq(Y*Wn;6;%F~p)8jwi$hI%Lu`Vih-Ij}IxR?}<@p12!s~|hm5XND0-jweFz#x-*5M4lvUoTkgWo6nt zh00ZCS>HyQHb__D%X4LM84CdSz!x>3RiB&xPYciyj_N_nUaq@3Bj(zrZSF&fsBCu+ z>vcws`7mO+?zjWsT1*`a`-!CBeiArg~TVgv0hr&CZlo!N%Zj{=oL} zsi}rRWt*Pm<}M_>%FKhtRFWGUkg?)~@x9OjF=!+M2TJ4UXF2e9gv&-rOwQnSLaDTa ziuu^0`QXj-WCWpSPjk|jylddqkL>ozkoA z03Amn3qL5d_=nIcFi~`?jK`rjlVZgv7)K%v9G+ql+>0r*6a`>Oo3 z?oB&;ItB6ULJ`SPplb&xkS>*%<_jq)4zQh*)^ye}aS7ehX<}Qtdo6u^KkZ_O+5=nW zZ|MI$;2U>X24YG4KM6!{+9T-X(0b6?y`!6qSu-uV(YU_x z{yO??b4!j{?lid^6QADc`mKmAeutuR($Dp?4A7j~I=5SVizVi};&lh*hRpw6Ugi1Y z#`p8%`%PVP@Xwc!nfvS<9Y5Z`vH82npCj2lQb7wvqP=I28_)YKsleLLRW{U4oajy5 zm(m|^7a2If8Ru1L#^YxBI*k?HZ2e&}-|Um1=b!|WwHJ$$Guf?P9`;!X0zJ6`Lafa+ z5Q9NnavvO1UG)9=LT$vgchPI{yX%5mdW7}D`!qWMtAJ+HIy_rm9PI4qFPD8*@=8sN7hz)DqeYf7r}5JPtL8s3pl={?rxkxRB7@dyh}=s$JTAkA{uG z0ia49fC&#R)97iDoKCzb(zykH74zxvd(J%Pg~J*u0XFb8qE)L+SQ0%S<#If8E;5)$ zj_^fcu4v}Qt=}Fm&fkz?$Ph7!YW$sjRxIddLZP&KN5^@99cYUm<;Od&UCUi*;I!ol zk3!0-#Ov41Pg&tUD#uCZr2C+M8m;$f-aelh#xDnlnVd6};WQ|}pX_ZAB@&>3Feu2$ zpjE}#(lwCVVXhan^Vhfo^Y;$#eG0;Y@wGh$yYe>mo_DRaht|)`D$)YVz-Cl>6T*x; z$nG-&bmF&JrTUIdc zf39Zgb;nh!=lIM%dlwS0QuQmPR^{6|qQzd>C?Vkw-R@{gP}vrQiH9gv zn5%FHNtqn-$lj2n;SRt}%!(44#PuDF@P7(M%$;_cxgAjf& zGw4WPVM?t+2KBleYte$D91|ixXA^Io?m7zGSiU7G zA5l0vBkyTGr!!yx`Y!$(B9Fg$zV<`VWZWgE#LX9i0+6F6GWx=&L-KEYC@wBH%udK@ z_4U@J=^i+8`jI-}N;;!A7Uzt~M-A3!7$6;j@pT%f=HKx1tE(3tUigGNGN0pbMKeZu z`X8KdvS|%K6XeuY&Ac@OZj73dS4hm4ffU-)y`V|-UMxI0bW)*zZ>_cgLHqarw{eX^ zi)^&)>ZFncN5OLeM5aY*W|bv;GaV)JgdZI#uKyF^vjXJEkzE|2PkHVxbwmi6E+dKKGF*L4YT@tCMiw%t-5sYgbCpRL)+(-f__m$wToW2vU9f19>UGl z-dH`sJ$M6MN~1~GDGJPv%`iA$d#?Abl@VpI*W|m-Y|N-E){EWcF?6b z86}kG!vKMydO)E0jDpI8 zw}fy(%bq^?HZ=wY+Ghr=!6QZ>VGj;wgYE&B3Crdbjyd@4R#sJs#FRu>Pb=`}_{o#o z-Czf7Vfg2h^`j3zoK`WS(auoM56N3nWGN@f1_odx?#38GIA3f$zVkwBkM^iZJQ&Bx z{^`>~-)gtVH`{gYyr5{su={$}^Gd9h92cNt z@dkdJoc?5Ri`+>CG7rig&fVa|x_DO_B+a*~NQ#x6hNy_b4yEg*iLC&)jTKqlZ#)6c zlio-~>J-)6{=D8SI|bOT=tbYE(EWAD{!ClO<)@so5=(cquJwY4)uPVOi;c>>z2@MI z)(Sv9&7lya3t|#+^67;x?|2_#H$*O5i<#XkRA(zL&0b^mL=qNT0)eoq5lqOq6Qc+L z+;>K~tXf;(JDibj?>({}Q0ciwR*v=V-rY-C=0pf3nF0MiUT18-U^4L#s?nb;&`QV# z4j`zlczwLWNP#@IZEyMA6!-DZ0OG-ui91dZN1e8uf9J};%eC&&t7x&+6wQKPs08=F2_n>$`?-yf}EZYz1r> zSdq(KV3^{b(bZtRkOh5HnM3X`U{c|9^Z zuW1xqd}N`cQ-_B;d7+<=SEZ98@ep~imug`oU<-0!9V1yJSY4W~rYNTMqD%>$u&_tM z1lM;UYI#^B7HDV;SsP)$t$WW~5jplh@3dR6Yt^ax_6!vX(yx_{3@QkS;2M_L~ zg<{dcj?RZeLcD3v*4A@ch1Nq1B_blUs5cU(nf*&po#^86DE7ROG}ESbSbg&iC2tjvuOtVKGxo<044oQXbpvb=RC7xhjK zQEu^m7nxY+*o>5DM zS+u)+=dMOWjQoGuxlLO)e$dq(rM_yO^Lk`?oVLaL5Wb9kH}qHE&kMeNG=ijra8P^8hKOzFx?d zQcA;QOYr1pvioiSe!Ul~s9?Lb8?gHE@trX`?@+Ld7t__bfo#+LsZ>Nu`?jd4>x)ZI z>iX|fH^%jn@$rJo;gxrG`L#Eu>1GS^g%*Jhg<$ooug<;aCaO`$MOk@LkZ4i9 zBErI^Ncu}uS2DAD^JT4Z4->oHOLUH-$ZqWt78IoWctTcocCpSENWN|RVkT09P>K2R z>(=WwscW2=1zG@~Us&_Bz?SUUZXsbOj`o(#BI9+%xY+f(KI4%ff?U z#eLXhVx35##Q_$zCG8FxB-suk3ubUIrhn?0Fo!rr@f>-<1`hXQn-qoWvr2i4kk>O) zdjw^Lz;zLeVML@ai!{*&2#${qzSYpPh|2hl%Mz15pT8)O&iRKr0%%YM*(Z!;S{}ejK#WU@E=b_W!flFs{GtcgF z74kwrhQu_PIU=47YY~ZBOjy#*$Fng5B&aev(baNS`;=o@c~|jB6&FGFu8%os5PC@{ zh=MUjq8laUvW}H(bQ?dLtcn4%3jXh`IswU1i|w`3iV42D5QDy<-;dx!#?F&=+XweI z5~BiQr!1Rtd+Z#F0zwuo{|K)L5%%)`F5C&(D7U+XuBFv1*T|TdlCwbzSWei^!Y3p^ z&2GuiR>%L-cbi2|gYEv$xJ^|5o;Pn*4Vx&bK1ViZn%NwYU8&TA(MCH zjlTfvEIT$f|Hma16fEf0rcw81o0j?KNQh$xI%+Dhs2KjQL|0achi@xu1cm10I($m( zJpznXWc$cLZF(mhEE)R5YN4th301diS0yGgMlD(tY3o~e!E;cr>Tqw92HB2vl=!76 z;WjKwg&hNB@TR#vMs>ny)w4!5o#7$EZSi(p4A(1{f3sBuj$_Fe8hsG`%=Wt4aTR`H z-J&dCo~i)I3Tt>b_2Mk2+K`?z1p?%d9Qbh}VdoZfU*iAJ^F_Q$0;OT;&bR!QsV66C zGQqUrWV;JL0HY(Pol4YN!Mwhx^|(`!oMVAD2RY=q;Zev<_;lPp*w^w{O6UStfnA1o zSXQuT>M)1?4`mt3#+eO1R1YYzP5BVg2|%I#&@vfzz!3J@whymKZ0s`TiH zoNunIHV(QR`YC2{UlUcAPaD2o5Ul`-Gu-8Ohq^gjE0J}`M#Q!I9HZjecP*!4N@ z&J8-9r))gOjiufysC3Ag=BRC0b5p;0^WFNrlRJ%YZ3?bRJxJ{~`NN~`FXL>M|Kd&H zjG+s+S|_GOG_6I21}g_3wekWH+5P6!gzItiCNy_G{C9*a-B)DOX}D{t7!TaTjOPw+ z-WTJUF2y&|jF94(r%*hq?@v=lHWd6D8ny45H^!*Xlqj>jwN#+D-ahY)#UFaun<{qC zGxQVVOX6a8H9)q`;+1z#N9UUevcZBU5b~mj!(3 ze0=?#I_z-w;7|H3LUUs2wLCK;ofk~Iwj10%Tb1A>19B`8&6w`J%E2K~Gxq%vim=uX zjB1+|D~@k-1bn>iD}{v&JfTABTnCKNkkXyAxy~rKi1IL*%p$nJ_qWW|LSc)S&q ziN*3Xp*|2)yv2X;?D>BS@(q_aYP9o8^Gx@OeGC1YohUy3ErM2~aB3fipPeC2Ry;eC zxmky;HOja!%21Jvmm!yrxe6&V+6-5O%)G0RNcb9Iwc;xWKMiFqV7L<=NDnar1j^L-H74}M$ zwf0YA+q65ral?i*g2FjEsc3*vnn z)?$kG?8k0XY6J%;ABDB+yNyZO2l_*N85$jT}EozoJ%3|APU*U!cCl#TLhRH@vL7 z0C-EqLm_$^swq*&<;E@OEQ?6k*Y(3-`^hbxuHWP*$(A|B#;KD<(Y?DpHBnLOYt!X* z6FF)_=K-mO7nF^H2B9=KG+t?tC0BT!zbG%eU5FnPje$y>t3vCW95DJ(Z0z8R&~--xTiM} zt++cP3PrQGt#%~@c?uBAw+kAMX z0$})->BqAQndiHWD%PpXBJ1vPvtRgspd=bXT+A?w448eE;xBqq$k9+U>zC7cr<3no z1B;{@tVhCwJI4q+3XLHWnU+U?V52aaQWo>#Im;`OusB!(9Wd-^xs9I%sMewtEBq+E z3pt`P^DL^Qb}e31AN}n7wG-mItg2P{9?f`F-pEjQ*SCd7UV_O=(#TV|n{2L)eYye> zVR@<9VMviq)=|w)pU7yt-gLS1-?wiUhK)SREuj}Cj7U#!@Palm9?h;8A;}OX_(9g$ z+VtCxDHBd#{G!>eoiAZb5)vt%=7{oIl*xD}!nP>{SWf>`|0{KMQFz7o*Byx^#&@Px zsWT7S0Jx#Lctl+aCuSYO2Vo(p^FWT@rS~)G^s(=rCo+;$+5)UjE-p znEPc~;p#m7&${epgM7b>Ye^t9fM_7LY1kGp5N`>VR7=IbnD2}v#g`#7=Jk4yJGz=0 zQ|iWH9k%{}K-Q#jGfq7L7$WQB3dSt{aYW(|3bCXY%dHI;r!j^ba+us}?!4i(p4LI|w(rMAW&RFNkUwRt{rRu1-=CCVR< zFv;PUF;p-)L_DPd>n6#Ruu&N`dSeO?2G|==V8=XiKHYrK0_V^V?NFOjNz3|SnbfF6 zu95hCp0(nqdP&bbewlu1_zeTeQQu~Uzs{%7vV9K-*%Y zAz!`Opweail=Jnf0l@wnDXpt5s7s@t(BGxFutop4>C0zis$S!^mm2zj!Y-u6X9(Vm z!z3%EI7;=@Mn~|eTM(VMExXu1Z}WoSR-h|t;%0$p1UYCEb|lZTI{J;Ho4)nOjr4*2 z^KP%k-bKKQQ_7-tMzn)&(?a{LR6o+_Us}=iUo9`0`oGyWG#(1$y3Ih`$cIh`?f+|1 zKYEfe%WO3}I@C9TK!QGLDE2nPYb#~N&qy^z4&@i`9h(zWj?E0XIkwZFZyVPrD6~H~ zc9fab^*|7(xy(nC>^r`_q|fvaEHSe=j5r{H~Ggwc%$^6O`D3*!FVtX*A^lwf6b{vF0jU}>Wr zUtQbOMAX{jqCF^O(ZxEqnYrr5X%bYSXY=8Ydguv~NO5^ic|VTiG!x|;?2YChnC`!P zQhf0x{x_Pph{yI9Vu$I|8Or9=u)ve^ZXWHO%xCl^cvpW@vf=Lk{XrWl{kXx;gR3CR z9wDbj_`wRhJ>jAnB}L1Ysu81cCbaE;Fr(jHE+xfyn+oj!OHY^<+1kZhD{K*~0MjB6 z+|lx2&7gsY9*FufZJ2ORpPK%hFdc=!pf?$dECSe3?HjOrWp6zIvkQQ+=Av#4-6 znI56;-#pBSoJ8^y>v?|=I}63Xr=V$!!z-vD(F^TRVW&tk;)b74>XPl)B3ASw^6Sty z8;umACmEQjiMu6he{_IN(D|i6$U7CB8du=d@klEkRXRZ@(Q&!6{Ylpuw_obrO8#{p zy3re|DvER_m$6d}Pc>GdG)MzkXY5R1=Pd!=7HFNBkF-aZ9sGbSE%@51L zM>ec>BR-b^c%6s1RwvrOi|Re*6%(a>e$MK!W?aS@TjhD+7;)VVfyabBfbOA$J!xxr z{T38CPFLqsr#&;!ZT6MtjjUr7W)DKW0@;Chq@rE}liN1>Z+Z3zUwKlFi(6^!AD5;P z!qmiQ#OIX!l>-|@e>=_(82yL zDR=XPd?gzw>Pnpz0H_>Ep)SF<`Xr-B_&Zbvt5u%!U-;4gf#uR; z^mXfB4_U>thKz}=?$j{MWX-d|Juk?1**D{iApe$-crr3FVx|>5x*2}u_0W_z-L`KI zD?5>85bXWnG;)NV;|$^^?CF#|r`wpiVGmE^Ha&lP7v*Q;Wg`pvMp;D09g>ue-~f`| zEA(PqV~5S(CqAgy|25(sdIfEj`XUBE$GDI?X*_aNXYL65cJm5iFPBZ8a{8%&CvZau z3D%W7(iUqxDTN?l0qvVA$nHb7Z|zpdIj7S_rGA{&OxjZT8jw3bop}oL-dQ;Y3iHOe z^5h8QDpZ%av-@zn7NhzXIUp_p9whmk52uLu$P80CD(CTf2pbeV(V|s0!&;CG(~D;> zn3?B7Qzdh@*5`UvZsxfp^BPgaD8OHU5(&IV-5F)^5RvKCwD^S2&a~oq_Lp^>Y7(d8 z+i&IdHWp3gcv8Hk@foSN4O$vC99L0CRrl$+f;0dESdaeIw!7vsH1IMw%48)AxK%ll z(vDWNP3hjm-yY&`ORa9{g3$33D7? zG4co=(eCIKys6+qeE7+eC+b7~GN>in4QQ1x*g;evBeeh#Zwu`9-siQq&40(KjSA3J z5K46N=DEUm|IY&tQMB>%#FMLh#Vmr(MZ~j=QSye;%dD+9MH7Ot#>Ln<7h>``AcosnlPv zV}Cl$g@BU4R9||nU7$p&sbqh*cIdr$wjAUX46m!+0333R3GtcR9*6Faw$ks%e){2m zcT#6*sm%T3HnDs0{e!xGwhPlIQ!Sw5+!hs%=j!w`s9b%iFJr9qX+|cE{&m6lS9Gu7 zHj~a;pKkjq|H0vpil6Js9SBsL+1Yx8VG))32nqk%TwRvkNsuPKjc82R+XDQ~g4nydtKA;QbVNgrchK67=eHZN zb`)Vvk^wuv)Rx@clp|2W2-D{K*4g0~-cvmp&$IsjNPV1bzg}Oc{I=qA$2EsH zyq_4n;L&J{Pep4Iv`mb)=Le_z{qLC6s_tv>Wr68do$5a2eO_u~DNI$rO*t{?v$rs+ zS}H=rwAnwuV)au-p2Ro_W&hONOk(ZrC(UUUWFDWRT)wmKlK`Z>OUC`ToF?Uk_{mjf1z*hZDGpv8l$5J#!{07X_7UC6*@R^$O|u$B2cw7}XJl`FgW z2<`WL5fR*7f>kf=YRU0Exbn8(01gXj-ZKi7JN&hT24p{KIO}rL7*8)#2_wEG4R936 z{Os8;Rz4a0W>E3%!(DDo>F{HpmWy+FY`e&iuG-qAtE04bhE9UdXylPxCkq~fGHbux z+fp>f(a8ru-#TvoQ6#k!Wd9$V)e!kEEbvV;yn8HYqDD zrPMU{(88>z)hR3eVPH2bVcJVRiav4TF^NCp?p+^_?CTp_Ls^Duw{+=aSglO{P(wo_ zgVkw>D$GZX!e=St&6_ZW<7G}E7fUGDZ~(ktlvUF~1a|JoAXAHGFD{#Mct_Z!xP(>X z)D-toTfPaWy?792a=5y>I)g=rKn$7u<<^bw^t@8>Mbw;s|NVQ6%oY-2E$MnkS^YZ#2tOVHOgFp*h5>;DbQs_x8|=uZQ4o() zXg@wt5(FPOFoym}7gQISjV`Y{=f{c>GkKuu0X_@n*e#jHTPphaaT-L`DdylmeEBk- zIkGJ;0}%Dgx8gUJ@Q6;j*8JPc7jb zjMz7=`?v*9nS?h)v^_3-k=?4=a2DWYGJ>*Whq|GCa=M~IE^@B^g9o2v$UKBbd^x7t z7qPfH1hV%HVg95eL(FL6lL}B)_3ztPi)1%$^5m2J?EZrWoxrGKntljPrUh`m6yULx zjN50BB&=*~#*l0y0Lax^Zbz@+!kE;y)NVu<%uOF zP$bD=dVu=CF{i8^6OHT{fy>3lZ}lI-X3G|(zfb4bkI@U-3s5w4$Phd?)t4KpCtSJG z4SCE8koN}%2l%4en?#Lx+)96}UeG5^PbP*ZK~~E#rX*;AESpEvf>a&|_?C&(5Y<8n zV3|BoaMWsJamqM&;J_ZVC?mqPRI0b+UrN|YL25e%*&^bFLzBXc$D-4Sh6k7qS536b zft?sjNpe!$c9`rpG%Yldi zF}tI}?TFSZfE9|FuU;M55%wTleUQT#L;)T2(HgCwff5*hW2b{nb`EZoshSN?9L=38 z8*A#^s(ZV3p);LlZ7KczTaWFkY*>h-Dky6-ojQ>+ekUZG1&wJm8}4T##?~C+dW5K6 z0*>_yDd8i&>)1Y_(=kfN`fD#3VTbnZp>3<|DR8&-Z`Hc>D7l5;fjT<<4Gp_QJ>I$J za)aG58z0Y@HcjWysG8Tmi;x9&Th}tWiOXe$FKGAh;`Z9HkV#`MMeKlr*BFyLdwQD2jTytngGx2jW*oJ4fDX)vO z)yygF4lZ6@MB+F3?J8^+l4*Of4+=QE&7i^Wppay`-a6`x(7576l5G8*sP*ETG; zEc*v%4xv${M3SHqne?-u?SL2(z=R_vo&iKc7bSRNb=38}e+Zzmpco>RR@uQg?4^h} zI5y0rGa zk8YbU`lY=+8=Jw5uH{Xv4gsw(q?Zq&PAporE+qlgGn~IQb?onXr1{^8KT(Y!ABzfR z8Xp`ANi}^;nB8dNxRn~E27Qa^J{faJbkE{8eypf&kD^U2ju;h9=ok1FNA~CNjvOt~ zH+Z$q7TBF4CJDDU?uT zD?t!UIy4aJ;A8=>hdc0hN^g@tadkinjss27I*CL6gR%^bBC#y}BO+GdoWKdu;OOt|CV7Sgk+fYS{tQ^aQCsv8FS7iDT5V z63=X{e1e+3J6{d*oSeYmY8)CO)s|5Jh`5vy^6&xFK_D3ij#ym!aJpAcw~Cf=P7fz! zn^@8}kl!Jw7J`>~g`>yyD9pti8w;Pf>~@zAj5X`aqa8;e^ZFmhatWO^^p?c4~ge9`Ym?5eN!p- zsj+Z_Qq1KxN|!XfM-UW383?avZs*-{Y_)uFlGO-e0?5FPW~dj*ZXx+`e+G_O@h%#q zN=*>oqIPgOuRiH4G=_$0b6P;!TL6CXRSmq+VbLW!|8Vdon=kVeYqRQNfVNb6+tGzg zFhPC5g>r@BT$%A|v ztH66lCye4XkVE!Cfe%2J1F2=d^2s z=?`Svnv8sXefQ+tBCSv8f3qLXUpCnh@h1Rl1m>my1HTZFb`H2!{)E$W87co1Ok_o8 z%?kUC>)otfvxP5aIaT{}f589OJN^1LTuxM}7oO1Fy5~23_=C>0ZasrC-$@3W0_`n< zk|dtPr6~M5iE$9lX0Nag(*K!z#X6)mZ+J1DMJL-edlWE|cYK1=FxfBXM!J{f1(QKF z_^oRq48=8dOGSYuymKl0YWunsI{RR1 z&Gaib7bjW@H0QOoMc`J;;nm|1@#8ynN~}hGhue;>hzkK%AR41% zvN(0jXe_z=dF*Twv(TUSo~*tsX#9R^GCkA4Gxuaw4h>3lUzk`_x>Xj(EW%q-OJzwoZk8_=IopE0uUte{P_xm-T&&PV*cTS&FSWm-9L!nUCD;|?qrBJ97 zDU@Z}t5@PDS36l5@fWp?tfKmAJX}{B-^Rb!SRK=`p-^ZI$sek>(r+$OC_5>N@`u$O zpZ7I8XsavCiVO|vXlJS?Mcn2z+NP33QQfaC*SDVjw#vh>O0&(rN2%`#XeZviBem(W zO45rpg>O};_N;lkQMmrY<{ez&oF_yFS+lc}2de0jW2W8X@0RcjnRZI0D6qT_3l_W1 z>BDyW-^YPR^37BmH~sSn^jfo@?Vm@LnX9100F}zTntPfon(peFdZM|NjyHrw)|!T1EEFj*gCVy}vWFvgFt*V?Cs% zrl%t`unZM`sU;2-tKg+xFJ3H?NETJoe{%4f6(a;Ra;IcJoxfyQr3W???FI z<*D~#igA;}qvg`)$GR)exoKSY^N!i-jsl;gVIJ&s}o^18d61yKQlxX}T?BsLNYpfn~n?erRUHA9j z#3+2}rfGTTVFiU%yu7?Lbr>X>Q>SP*-=RL6c3I`^*(`e=%nEi|yGi7gZ;ct&yEE^@9W;ganb&f2b9eXjd@L@e`CaH+P!pr2aX%z5&`T%f!iSa? zmYJCuei0Fc!Im8Bv2K;fv_0kCO3KRe__yJuOEf}4LhD#07}718mr>4T*{{bSct=L= zS+{Q8&$hN}c?&Z!sy3?IqoShtg@wKFs0uz=9x5p}+W9RaE>5?{KC|l6moG0B{8-5E zlad6SCkK4Lzd03idG^=mwKu)IB5bzs z?E4vSt=qnA?b@{rJ9fO(O3)MaSdgIXl$2!t{l!nAInyp8A;IrHv-q#6;olm9d=&o6 z_5A1FUtM8sZEe!BchjcIA3ofqyhR_rbcqWy;dAgx&i&@#&6nIiCH@I-&)(#O1gT;k;QOBX38<<2Xe0+S70!lyF=ouNw z8v30x*&;VN(Ci-=xI#`&&bFs|jmN_D-sF@NLt|rVim1~F`^e}h6$NAF<>%*@9fr}9 z-AHYV2`RP4D)N2sU}Jq_qtU0^oA?C;KH!=jJb2)#n`OVRsW({2v?4}}&)C>F++nbV zLC|=0)%Wj7maS4585st6gKiAHSLf7FTfu{4>{j;nn$c_5tyA|=qdRiBC3|~ag1&b| zL`1g4u3c1;&SNt6_6M_baw=aOS^MhMD}$29Jhy#(KKk!gsECkT)gWRP&=$4712zWt6~jp>UyiUJ9%Ym;f zMBE!|`o-CF3$upgJ+5wU{*NEul608}$Neb{Ki<20_wpSFFX!Vq21Z8LH!vRxS9^0( zsh{j4R`)3?Iqwah->ST{`t@mz*~N=g6sd)&^XD>c*L?W!p}RKjtk;(X?A#=S56i~- z8n!&#d#W&yTPxADoaNJ}Pe1GQJv5GmZ>6I%$oHh0!Ua{v>Ih9uO_2?mH$SmMYPx;P z-0&CH`ga!}X3uBZ_3~e=Vy})nyRD_A<*iN%2aANGXM4Lbb{km|*Moz%FI&DGeeoJ* zeJ3a9G4~u_-xI+}r=A^LKReN1aA(WjpS`_jFU?jhv_wWmlI3nz`C`S~{Jj6ur#`sB zkIl`@Sa{t(()mhDOZl(1ACqt%TaAsb5GLhjH9cbD73donvTZvm*8Vf^j$I7BgL1W< z4WFnHTwSfMvXL79Sr^{hPGfiH&Yc(PT=d^cOF!*B75cR#B{}&MR?)t3yV;2=NthQS zY|FqN>cbl)B_!yIaotA_ZgR#x zth?(O4?GCkwsosdXJ@C;Lyi-4Gg$0f_H4c*8~pzL`+5{#fxUYbE|z-JvKB99g@?;r zZpuh{n~=a)_~{epyDXco`(`F4doVFtr6nb5JzW}j)rvtTyjn6GB zD;p8;@$va|;oH+YoA1bzNuX~WtWT1oqdt7OHa1vWU7ejT49kjh^>tB9ir0iz{JBjh zP^)xxbp?2MPUyM!)eB4u4fimxx(;2#v&_)$c(oH{A_jUB^0uxxyiqGwTcyqAk?&|v z(2W~690!`j0_$AyK`(Z${uQf}BCkUC`S$JA7|ceOChRt28|W4y zYAqX;d;ZIPqpq@$&%)-l6q}J=bkk zonylIF`qs!o^Vt_A*jKR)92TCZyk4_vDnr2+nj+)pE*uEaNUXMpK}7-LsJLpEShsB1jrVPAY~*6+#z0#( zW$ePgXJ%)$x>;~x(zAU+0#Z_Xu4CQ)Q+*9WDDx^zhiu=HX}oxG-vau&QeAszr_Y8B z8(zq>ZPJQ6vxgBCHPyUs>tJ)1R-3iSB=)RY;P}A60L`6UI@jNk6>n%5p*nl--Z~XF z|Jwz();|mqJ9NnB)~#DyUGo|}#|)xo)>*b>?>ohnH!~WZn0We;Qsj#_Z{Eo2m~=(5 zN2zn2IeS)X%AHIF$6ti79$iYqV)iPkeWC9T|3{B*CY}FMTyiQ@;toBx=1wUomOp>~ zj9hUOT$~#{<<-j8)!zOpIs14JZ$({QP}uiJ=({PVz???iiy{6sIeQg-=C6QGS%=%a683 zF|e@EvvBoToEKS1%d+nL`SbD$3I$l8dJdhX+bNN)Z@j%%VbUHvdPJ?IrA11mn3$NA zwe>YLZdI34r%siINwX>{Dk|CSN#9jWsvYI$&!6G%gilPo&O$8;a`6*9{&>I26c)+E z?R)n=p#@-zSnStHrpCQ#n7xdNxyvkWACAiWM9_o=XlA0X;YMSsxt8O(?fA&R4hstl zQR`pS0RaIOac4!&<+^Ui1GoM#OnjURy9amkHE(iw_=9Pf+pVoUXAIEaP|SBc4+$~6 zcv0t%Xv~f1^3xO3=*8-Px~|Ey9gaJbN+;D?7aSB&`t4hXhX^`$i}2qKbEC?AIwA~b6>T}F1?BU05p-+^50_0Kfb&8{dCHO z698L=9mRp#xvpZ=hdrM?+p(2T@7_fJk37v%jmYG%gxK8nuGvGQs;Vj~Dv?GUY;4ZY z_zAI7UyrhskUZCt<3geHh*-aRwI{IW<}F(cEiDr&7Q#FhKA_TZ3EN-vR$eZHyRvTo zx`_-GdeBY4x_uN(lHo4#=kZL&9T$Y5B@^`Eh5{6HQ9C z2Ch0=Vie%Un~>=;884evoK{DdJk7;3ylM01>r+#X+Go!EnwuV-!d4S-ndnpUTNim$9iScOa{@I}@cMURT_y0qB|lrpR^;6_rica?uBP8+NSlW0CYh zJ^s+pu>H`XLnE1A{8)GI-@mRrOj^r%*5C-P(CBCWwfdy;&t+Iq$qa8j zO1XXKj??ei#N_1b_wS#K`q7I9$$zPu^SP88Bg$*RSO47_X*RaD)D)~{Ws{uPbG2oE zG5xWVCpEQ?Xq|C6F$|WooPu>4*mE-EkQdtg3qXH@iTnEdH!(1fm9FXhyuMyLFy@z@ z+rTqn^Ob69YFJahKi}OJ$nxdWCu+Buu@AsPfHHS+?c5St$?5wZr^^m%B=^#+UCYg^ zreW5SJ#AiI0_d)yt^IaHh%BIO|12OuA)&xD${r35qu$y$5P{G6*Oqs5_%aHA>?jH9 zh;i`zrJoH>`5+)bwbLiM_)=Xwv$C@CMtXWLtO8E9M1mELqkOV#0$GKH8vJB=g9kH=JvvW<3yc`W0U zvb+aQtow=QCeUe3IMDS}>*9hpsLFEO+h6A-3Rx}21HLb*R|!VqWAOi@bF}0W$otTqM^`j)~>CsHEYTch}X?pdF4vKs>deY z_t72Gqg_^Zc1HjVe|C4@1}S0_5!nVTScuir*5A*guk#xB4|Gqq)cnl2TwT0wW!jaq zkO6)I6dpTvOa?p)Ky#Iw+x*qRND#K$ckdPyJ=|NFpfBw-jS6!I0A3aVeY~ee&B-9! z+uM6?;h;s+ZB$evu$d7@KHbclD7+u)>lvOMyrPYJJ33O-b&zmqp?;&8wX=!c4p8v#`H@8fMZn({xm9Q+Dx~bXO z-?&ok)Jyb@?=CKEuxbO7C)#mrZ0yj_56j7Fcylu3G{Ckdg@;d&suilSR_`>+C?~%T@OMjb4Xutc(Df1FrD)_4QR(8!m}emeI+hY`c%M=M7AoU}-R(a^sU>$Nrpr_4>6BfSS9z`!7t^ z5r_$upmhfh9H7%ZckYwE$Gk>|9hk-ofMqlEv@>VU_}o~zelzM8-^vv$2uhc*{&iE< z1vG+|mewn|sxkLcO|%B!^a~&h0QOg>MXZ0x6F?2(!(VCzMgXHn z0PJdGv`#SzUAX56h81|;^uh%nA=5HCv{OPR$RPC9!~{7`4H-tJeYwxPWyRssjB0fB zVcRs+-O3^x(k;V8%_?>#DL&+Qfo1mg<;&gV4P6IwCO<7-wShBLAKe$ob!uUDFs9G4 zBK$CctbpKp1ND0b3C!)QeCcg=`SO0o9XsvN0T|m|hcD zHt^{ep0jDU31rUA&7E`dA08j4#{@Y3E?n=_@XYnr!Gi~lULN&rG1CJizYFqp)R*xN zDj=xdfB66`kQy` zSSunTa`VSBRh6Hs|~Tw&bP zG5uNy5_I(RQR3@}@c2dOKWNj|Yj^$6qP4}YS6q`rZF1lht8wSpI$92**bsP(-7hIB zI(+5~V|I2nK}-1L8qYQRqpx~zV7?9+CbMAYk`n%6@d-xM019Kzh8xjTTeQ_Xph{4O zPpwiwKi1C*J0(3&R}#dR5S`d^=DD}g;75t3EC*WdgYljh#nl*s8FTEVy$d$H?D`_9 zKReS`df7Pi+ox)4H5C+rx`D0}>YvY9vFJHJd|z?Xi87`9btstg^_o#iwz$m)C&xQB zD)&Z*s(vht2Iwg%Dqh2N%}uH}Pom9goSdNP>iqVspt5o}byh%F*zIL+EB!wgknOak zGqu#P^6N4V;S+jUtdhGWtCL*jJ=jeoORu-Ht~rx>X@$9Y@Bhf>KPqx(jdY-;wch)$ zLGWLdy&28hzxwxVIK116#mAaO?^0W(Z1XNN>av34&+i&N_YM->_F0q`|M6M#lHdP2 zw=qW&-h=Pwn@0r7ywBPf>8t*ub@8r- znKGZQi~5Qxso}sNzvu%}-!^>X3#Sr~?8&3|8-IN*D?QqIL;1P12MaB$l=|^?Px-f* ze3Jt(F)%fK^Edcf%?Z6NjpcDytP{n~^@DWtcg74qAT)TE{HPk)_ zQTokvbT^$wJKF#_q2#Fjy9WlDI1-PYH!(3WY%a9>TKY}hfiqIDM(FcR>n$y!clP){ z%3~M-{st@ivBUS}8ffJP=H_=HMC_7~$gZ}(zH{!bN+1s#+p>j)h1ImQU!YMu>REC4 zfyduFRH=c@bU+i}P0&UtqE(%BrSQ6H=KBF%r^0rRUcC?)w{Z(~L@B)j+Fopcb@hqI z?fZBdzDKF;MRnT*6=P1MAo@X-QK*EI;L-a`cYs*tO8yzUc@b;@#`5r6RQHs9tC?>p ziG7W#T7dX}Hgf(Vn+hHMf@@%IuGG_mS7t14sT)RqzHDd+>Eo`47~?;?dIJW3?6KmB z6JAkK`}XhOZ#CL^!YdPUWCR8Z^y{dy@;%w+2s!VHbW8o}Se-4-&dz34uhswzUW<+0 zANac|*KLQ|Yh}PWW{BekhKAPwwhb5NrfK@Yh5_r@*P3-T zk!AD$ng=Me8r1$3NUfDsqN)cL+Xu{zA%t&~e{CHdLx8>v*deMv!ozohx;_`RUY2Fw zfBoUZE$h~=2bv_9^B1~4*LnBAtSoWJi&PYJbsB-7Y_z}^2fC8qI}QD$!p~7?m>ITj zCsYKTi{c}lQZ6;S4#2MB`*%4|vm|gL)!z+iS9ai<4d4K{xw*YFt6bLVI=UXZG`Fqv z-xX@PJ3gPyx#Ym5>ebS7L(6Y%VDK|ZBAT4QZdQIU4C@tPMeUv6S$^+O5$`eQE#$44MU$O1%5f3Qn#2pxbBA;`K< zgiPMqPKeCS%@G;@?OV?5 z#f4cbE2{@}8tr{4e+BOXKumPZk5J_k-Dd3_ot)a*iyl4^wPwS@Tm}Ty-qm&fN7@wz zDOXWKxA14*SjXU?AB4pNW)&1DBxH&G`u%&;#*LnMmtRohM@+9R)tYYIkJMZJZ*4rX z3HQvE9`y(K5mM2};3`^{dwxD| zdW`MyPACin-}hl&@YDgmQQ@F_GU%2MAoizE2w-X8yNt>mhxQ z$TtGH5mjjaxr~iq=>Ga!pr>QJ)-fJf4RGfLtvLJSf%lt)2`gbKa4;Zrt%hNrOATB`)HV@U+qw$qwHm#&f`5fm6DI`@2l&O3532Cfj=}w+!Tg`ml@8TJ7)zf z3AJLMt~e2b+vzE;Q*GW9A1yl#5hzP=2el(ESHD%kKKKZ~CCTVBjhBW2j6XALrY-IN zW&!FGcfo3p-4zdYSg+oI_?DD zh3p6VrtwxSH7*e@EX5OcCl~G=-OkX=?Cog||6`}K?61JH%r7iF`iBv2qE~z4Xji%a z^XKc}QBEtp*ZR}ljlCABbpG#ESJ45^<$Uh@Uy4(2RG-0*h=9)85z#GpedkVb@g2~$ zzm}F#pMEZ1Ntb-169Pd@vYsaI-5hpk5Rrmc`hT&y1u8P+##faURY3+z830om88o?* z2F(cOUqW?K@u9mQzIb$BDFpYmOoA8(^`fAvYI9e4*q8KH_n2x}5!A3RIJvmE#$zDs z!PB4&3AWjQq|{VOa{gXBzOL#bML(*aF z@gayrXf1c)Q?x->N=#2zFfiD8GE^d}A|4CHac)Xr0YgqR{sU}=lKo*($aNA zr03$>zh7QeHJ~bbXT#YMu7{Vcq1~Kz-I>Fcd{rkadg73P)*i5&cb6N;r7vowNy44S z<02yh7cH`=jSON}*|A>IEL%5V@cZhMmV^2*2w!?68*m=Lo8m*u8x*I`^`{}lbn3UC zbbBi;13v{|w?5B98ZU~kUZ@GwfiL|L#lZ^v#%l!p{Wp-KQr)xQU@D45Q-(_0tlfXA zjX*VyvI+}C&!GyxDxj76=lh%8s4HmsBRqk7OpJ|x_BEtjy8U-T-p&kz0j%HU!-h?I z-0gTP*e#*{6wkaoX^ZAeFO3+@h!f8aQamB+?gZ_G{%{Kd&5IW=D0Hl@ED-RBOI=pB z0p#8bem-hD@Wy%=dHFRp^q@Wz3RDY7F)yGRU=-+b7Z+TJr3#Dbn4;nbFsEDKnoj2+ zB8Z{>Q=>qyW0hjUsv}w-APmt40FbzwykXQIau~P=9c*f9Dj%N-x=XYrEXm^`VHmC# zfCHqg!xV+~>4&*Cgn$e8x)9k0J(q!!?`T6L+%P@T0p-_!E_`mE+H207hNS51878DO z+Ta|oUb|Kf<*}`!!wU%J=kV_@$4;C$0w##wylLxJO`hSud7Y>&fStpk(r)ns8`YzG zGN=!8j)&Vp@&e>ayYj;bG#hs8_4IU+g~7#zQxVNySUv8cofzSgNNe}1?@#^j!_Z{;h+Ew1z9bu?EX z%oF>VnC!3t$PhVC^xeUD8x1tQ=c3)(n(ZWno4=*+KD`1RU^zwm?Af5;{Hs^5%F4nsoR+pTaP(&loagrPa3=TXGP#UsUHqUFAwIB|lQ2-K@q?FMK>U%0VzH6eev0)6w? z3kN+KP;QzSb)^|+@io8itNr@b^h0Fp@2mxCWd#PbQ z>eWzRFSC&vB9i7?H&ACt%mNloqBp(0wQOw1()V1Kz@_x0VO)-wPDo zf8|P6R@UzB?(9ki5D)IUM{kmg-idr}KQjLIzUj-%9A5!|h)tX3>rk^9NyRT84U@aH z%PT&#Gwy0}$+v=0h4ProUiH~dqkv88ROl+Pc|q%!3ty@x!2_h5ZeVksN0b2y<=cSa z1J@31UZbq{cX#Hv5qA0}=FM73H%UA12vsVY=vQGY)^0@vU^T!raWM|r_r0y|gjS`U z?Pwi%Z&IJb=S8O6KQe;SuU!N3mmVYb07Q@5*m>yC8IutjvXnM5Gsmg3AW4A&`2lSU z#?_MGC@cFQEKI+RAymrE2UYha))y2EB0D5qZV-h2p)uo5L{T8Xk7#|!^(3aH9YyK` zsf;z@j@)5?V_=9{tON^L1ekv~nS#xYY8MVwjbBiZWR-}{h^ic=EIU0j19q}gSeTwT zl8{x2+76iyh3o_9Bn873%YQ*xc^!r19@=IDjIAHv8>|rs;??!RG#%F0XC*reHE$Sy zl)mX|YHr2PSGc&ikX%z!6BCBH5M~;E%$f zadA9H?=eszFVOVfW);{?eX993=uvv3 zt1LCzAoj+fh=ixCn*vg9TMsj1w;9XE%O_w(}vKG03`)G}5BO2ZJ-u>l5|F!VXGKvA}K1nE{ zTO~RU8xa?Oj2@m2=rRG!502?AEYbltV0vVrD)ZZRpMLW6DH|+wDk>`C!fs%dimk50 z{8qlVF$JJrE_Z7kF@CWnJH`o31W1XG=OrVOoh>1M^ytUdR#q${IBgo;e4?TZAW?~l zi74vJPa~uUj(5H&V9)LQ_m8@|N?fXbyUQ}qtdfnm;lv)nvmQKqb~htKlzPRAHs~B^ zIJZAaO1VyL#IKLQqCnoE?bomC;tm4_a7|#gn!XPs(I3Dw4#2bO{Xo-{3M^_RU6}QL zK%wY{zssc;@g{o?u^V|nQf~V1 zFlqciRDJ_tR(w}$nwajc+)a^znLr%7p&=`%0Hq<~S|<7cL1xu&{bhqWeTGIy3($@E z;Y+~x+NbL<(Wk?{XHSG-!7Z8&4i1hHYR!x1bK~KOVk}<5Kmh%}0ZqdQy%$AF08~@W zf)xxwUP+0Dh8!RFr#_@Ikuuq@o2jnHvUTh0F(yhrHim%5 zf~%8}`UM0IfTTXd?cT`9$i){1nJClt&x>l>r5Va$&hUD0>>Dh#wG;$5-6P|FBpNQK z7$CVf0tSc0xeM?Ui)V4Rb+NdAuY?2>Hi-5+Gk@9l#9k46DRF(L3|C;ZvaPnZwt6(5 zhT>XeUj*i7dK0)3o(Y`4r8*LwiF?op&0gm788dyX1jj&p?{zhNye$lC-E;QTt*nI z&k0ymB#AK{yv#EqV%K9{-RQ(aanPu`8&kQFw7uO`uAh6v7DhkClSFse6O1Rn193+( zs7tPr8IBf_85V;=n2#c7c=_@@G#@Wy0Mfqzn`un^jd4HqL;A5r)wJySwVkU+QbLpf zx^JMu0xS=W{ZaGc(b*&EHbVy&?*A65YUcqw~ul_h4vb zq#EV!`HTK6^0Y^x;>YXf#Xne0<%!6nLWfH!;03K~VxCb=; zKW0>N-n`jM&?KO$lMWh81(H65w+9CYkMyQlH2b`G!A7jOA5w@0KwARbRM&1+54eAS zgQ}|PqheGxsQTYj&!^*Fz>8I#P;qwpz!4NAT`k-(^65Y1*`^eY(LXfwKC1B(LWtlo z-a@p8#3wUcrv)(>^zl5?OhlA~rO{oV^s?Br<=eLt``Q$i(3<5cQVU|yyfYk!*(_Rf zb)$NXSLxNku&Q>qY|ZsWb5q@-oh+pkdQn{!OpJ^Ed$LIh!S&eI0OC8*I>6~jA`mu6 zC3Y3f_`~4fJ1~;jczD*6Ofe`DGA~Hj`r;~MwUb^{FVE)QVWYumzCc(NyhXt++8u6> zlU<5SOVv3suuSm0xi6#5qVFv`oy~R}S!Bpq0qG@Qzfvf#-n=0#FS0PA=U&1{r<%sc z^^|w1cNe=N!PWI9PJ zBh@3kC)AVx0k$e8WrO*(BO@dHNUB%IXwj0SQPX=NNRFxz<`7^=^c4}0k6*v81_FjX z7h9YLyXX4dyKAA|ssN}cqxPW&tC^udG86WR3TN1OpA0?VK8cc(B&I3}t#BjlsU&C>8= zTxo||nn^!V3`pYCWFqcTD0cOIl&24cg|AD?DHM>Ym5_}wY$aNo0&S7Xq3YN{}5 zHe2g;_J<)M>w!E!6&C)ANywE&k17k5B+e(UJL3|EcSWM1900^FXd=iu6ac7eq=_R5 zj^I1bVhaEYg&z$|!gcDjo}RY$ZJ-0D7o5Lt&`NPSxMHaR#v7sy)0nP}eEqtZwmJSb z`b1#4?SF~9w43gt`s|%4?Knh%#-UXAwd{Am9t&e!M2ziMrz1rh{PU1CEuMjNNyRBu zoogI`PJPzIB5S!1?J>UKDF|R6x9Pj?@-R1Y0$p}>bsfTy25M?*&T7D%_1s$VH&HYJ zM_<~;^~J`JxHT~N4P^djCI=I$EoR34d@V2c&dbXyX4g4-^k`JkaI_#2tdx9jR`<78 zJAPu14Z*@M$>Zx6%W$7RbfN5dlx+_D4p$a^$xo8-q&jwuFO`Nd`=8sjYx*z*WbGvy z7j0HXMn`5iEewss5SL)WkwlUXz$<-?smF7d8KSX(g6~6encjW-Gf9_&#HpE^vYx(H z42f%MsDRcQk`_sQQ%Ec>Qhz1FFXyu-TU_dKsN&J-K82D0#L7AquRhCaU01cB2nqP4j*}c-eaP{v_9RE)qb#LJwk0`JvD35xd=%_ zsEXJT$iRk5du%{b^1#I^Y61hG41qyf-xfvNg%{{kJ4RAo-Qyh-MJegCt?_Xo3Y!#)7Qj5i#vV1FHLoObAbbHrvydO6NqO$` z8@Fxq#xRgDmo}V&DDFgvm803Dp`&$w{QP+ZD3ko@(;KmGp+0a}ZoyzdTlo#-NfKJ* z$QcMCE+etjMIV`36u=uG2IqldNrF~teoT!7r7J2cqblaGadv?t3SB78CmtN650Zw3 zBv}YL^5UJW>QM*}#O6ZDq&|GQQA)cCyB%wfiV$Ok`%E9uDu%F6+EAN`K#I5jPV@Q9 zrbsvPrZNyTz`MLLk48Y@^*JsgAPslX{fuDdj-;WvPxYs_k`N~GCQ&#(LO>UA7&wO` zG&&s_Teof{M|j{NS`Gg?0&KR-V}5*F?(Bg0G!6d}UT~hZTA?W{?lQ3-esuKMQ>O-{ zr@*zac>|sMV@zAV#_OhAF!So?-Xon6499W!*9yoo;T0#j0zZEEaJVBa9Qi;bPj|yV zAqi%AdFt1v!g!^>X1;y9ntWWLA8W$ZIqXk@DsDtX7=GsXB@B-9LFNmkoK;c*YSoqJ zB8K7T!>^{6^x_QKZy;PpT6uy|;*zy9{)7X~uJ`v!Ta3POJ7AELs z9dw6oprkAJ7g+kPiM?b$IiQQUx>nRVO?%J{L6R`z8*RkE6_*F72%`zwJ<{x_dT46+JnBx+j;xRn-KgQbeIT`>sWx2W6<1D#M@ACY-Ol^)(#Ob;oji{^ z(1CM}%2p7Rih7Sf1mTG=H}QB}t64+5U}D3Q!%tY%Pyl66#N9n@o!lO86Q{V&{CNWu zr@^@cwhf$A0FpfdVt?OQeh=)&_1L{?oFzc%Y6r$F4e?3ve0TGmnvP{}cvc6^t99y3 zLs(=g&vd8AcIe(v6qa+gT-QWIkcjfcXiZJEdrv;>bawIanytrPI2>{6vRER$Dm7}U z{J%KpUy>t|tC<#gs>b{eO3>L(2EiMvXpb5i?!taw zPQjT#@A!C&DDuvg9)}@wA?VvtWU#b^*`isL4Kz~FoZB$6jx%FXveP*4NJW8J&N+St z1sB1?l`lBCbj{7oZbOn-Mj;s^gj^v-alR`lFINC93qJq#YufVS4c0-&*v*JC!e)P*cWnrXbV9KpzeQN}qluEl zrBefr*dc6qavf|hG&z~!XC=;K-Phn#!)-jcQq!2M%dPHw2&yT)9&bb}3&tTr-EibPX1bi&nVDyF4ozE;Qpf=-lM_U1{^d}VDB-=l# z=(G`-l@WV*t6#u`D$wLfVgQN8LO^@}Cr@tw{AmC$`*_O)oV`L+DH4z+Cv_1}DZ~L? zlI?H>)ToiL`DcmAe}0lbv+Z)@yEV|%pmpPTj$j4k03z_g$@5QFv151#NsZ*|rhcs@ z=$V`hxq9^@CXIxkD$>xci1h*(cLxQN^nRk*5L2}x-eYlrKs=b&o^WHK>b}IY$@vi6 zKV2gu026eyCkL-E67CL)4%6SDA=w0_j|M*Tzjn!=_7Cs(&YJnCjP%P$?8R2*L`o@~@O9gnX9fx!P~de$^dlu;3@# zmttd_e`8~Yp9|^vub9&8R@)38uMO~EPu#2Z>fbDYSxq#3Y+PK;<{KQP zUL2)=HARhe|GnY5f9LxDR-5QQ{R)8vR+mY}NDaHLJBw#m>o$Fi`$TzNX%;T-KevKz z>!x*FEo@IYcgwGNoSx@V`BlB9p zX9T!IA)0jF+F@}F${o1kyXOuqPCAJOhi4}G&vs=O7ZTtQKqhzIZ1bQXPVn_)hRyexPEVJ6 zgx=-L6_uX)K${FtYpy_gP7aLqq5gc2)^>ganK&sH$Dh{_uSlL5-K4-|{a|1nE;T=N zO=8anyzmLAMMr$rKr!meLw0nMQwVJcBI749*<@o^79wPN5~rrn+d7Sr=~fKbC3ou; z^pf}U6F)}3?)Fo!yT3z(7XeD03@bysdfUFFFBgz|b?S+FbG25-bdMr$&REr4w}Ld8 zjF>KWXwBtXc{4Rl)?b*j)+h3!1iv${8_2gL-!76bH9})3iQwBw93^{>Y@LQ5tk=$B z?u1f=^&w_Hl`QKA(z0_5WLIEuGDepSKn6epeb_pn9et$~qKeSv`b5T4O1kz9CKpk7 zFO-MsO4b4cF}7(0;G=jUQIuG^k3MUjP|?u|rj?%K*U-?Io#-IDWy1qX3=04(8)|yo zru};qffxc@XL?#gJE66w)H>qd$;fNRo=N3W9Km%NW5I|`w?8zm7RDJhER=-N(%5om zgyO4Uyfy2IW0_Q;uYf6YVQkBRMWh@g@kyRH4tr|Q*2e2TgAP#3*eW(LkTu9M)CBvX zmSHg#9J9~bkKGBKZS><>zV@uvc?;iRfRB!+=J7?3_NfUv3^XCl#)d&Dj(QXN6iGQV zKXbB|nbwu%N3R0LI)3ru#kgU7xTb!>aVMu~y>HFa>G6${{Yel^&pH2z6vM@lnP#ku z&zWds4CBk}ela%CEZ#cXGAZaZ(vEGER%W*}E-R@tCCz}DA*EdM4GId<(wDAyFTPl- zk<}ZlC4L1b+HoAm9io50-Z0nXvdnVEL$+oX*~5hrU>Yv#664_k!lrm#+XU~$eSihm znJ5m|r4&fb{2um4)V0ir+|`LahcTcIvox(`bqfd`+2-3g2Jtw~ zgxr}+p*T6@+HbD^pV`#2M{=>DPIEE$=bt zmI3S#o6CYtLxZ6;i9QptjE@fyIDeFkG*VV|-G9h>z|s`Le4TS_^Rk;*fOlKXn1vW; z3W&sWmx1@Qj(c%Ul!*|n)xC#-dxaneHeD^@(E&}l54A{QtU}Idwm)46^U#y|%raLD zRkIun@;izcd)P{C$VEl;TIc-h^jvtb)q^FRu0}^k3%buuG0rMK;otS<`Bf#z3}JAD zJ3|~=iX9(ydd4B2_qYE&(bpT)X{%+39f|?JrC=%DnH} z1MqbxJV-@-gQF~n`~%R=ZY^EAnutsja_KeH+T+G3YVZ5geh8i~yob~F0((OpjY1uN z-9hP2$b1bpxo6KF;ZDfCoTxM3v1PF+az>Z(or}-t@N~$`$BvPJo?4*msYDg1YL@ z`+Y;w)225rU2}0W8?G@w0&~6>Uw9BKYHb83QQPzzR{SLi|5P=AWI?;0YDnJWHj{sl zDgx|#_vLBkL_THonG}b6kWSLmDl#kinWJ zEM60sdKZyJ!x`ydp)%3k+?uiVSNd^^KMWf&5-|S{Rt#EgCVFw?(Qo*IhERd?g|DE- zUqrMGMFx7imP0qb>+oj!IHDk5?p%$CMv02sCNv_lNe&PD&{IE<^LIKjLbRC)l zQG)j>-lAmx?G)@nhIr;#)YBMUOeG!6k=VgytXmM6L*5c0eK+ zHRrLX-=o>5K$JrHy5MIcj@$;b-ku_V1(smop>}+2M>%lFbM|S7ltQR3>u{dqP_|M) z32)YZ(C|_e=$J2v5$f#557EUVVaHE@vvgN8Uj(Dq^43xu+2%34jleZu;iZPVhpKj0 z8q_#jsIf;AAF<<`p_E4c#CW(o{Q)d<<~RObjQLE#*+cds?u6_BsP^sc4^PFb)L}M> zz*;7hBGrr9dmMl_Mp{c#vlFm1KDD!K9%Iv5cSxVmgrBE38Za9H&z(TuHTNB4azX5n z)^PxXZ+_216O#8thC+bEY+s5~o7c9H=0W##=gXMi2A~`F$qjf1tHjlb8tsFtX6;M1X05X3S@F?cewyEiwf^4; zERHsJ#Z5cq>@C8V*n~m-t!CH(oB?4Y^NSO%<#Z6f4d?>qPPmZ#Ql|N|KDD+t3064F zMmPTlNKuvkpF@fm>l~oJeLOsIHs8v7B^Cc-injlVDY6S`9}K_w!hO?Q8|@?+bKr`W zE?gM2UnhY54`wvP1{)_7TKgOH$=W8AdxDu21F+;Hp`qwx+Fta{ga%>?xi@vl${_{5d=clBm z*%4HUVu^YC_AA;=73dC=+gPQd)I5DYyjw|eB=Q6%aekrvyq~0|WEv`w#7y_g_dl<% z1*v$*t_Z8lrZd>I6DNPmU~tBmo0dND$C@=pKu6d)v-7FBAkHTcdV(6%#^R!nYsVJU zl$`j{x^NIi;oDRWTvC3-FZz$okXvjBYl_A9grOaaVecX!T<6-hR=>V06@Fj{Kug!- zvld0zcvo>=rYpjmr5G8J5MV=%x@J_kU@13exW6HAG4@U$km&&wiO=}ulReRBzK@%` z1P4zD)Pj^=S8s~Yn^?yqwW>UiMN$j~vqw)3yzdHq4(uU@B^%RA=B^3O>U5z}woI6q^jsV5cf<}zvHJstL7=N!?l#;QWme8}d~l(^b%BRg za_lsV$J}r>UKoYIfprcj3PFjvqalOs2@5?5S3zs~#~TTJx{}`f7^~eFl}l{+)0WXs zTTZ>guCEcsxa`}vFDkVQG0dyqPl$9tC@(>oC$$!4pd|dYD3u?;CZMg-u&TZRw0@7) zh#_bnB+}G3Gf2;QAKr!R$Yj(c#yTY>r4dw_$KgPw;6?#Oewb^R*s#hHY~r+L%Q@`@H`^cT6YgTGyT6Y`i$5UA~OBGO`@;ZJpb z6KO34V;=b)ws1gtVc5^6^2oN1FVYLvaRucLZ{EE-fNuyXMZCHu%x(RKyIw?CbtUe*EsGRtvm0Z7JmJ)*wxLwrB0Lw23K9+hIw?>ek z^nxhPmD&>SifSea(3J4z>I9 zrszMq(InW9*Ce=)@3bepD1U%y;*>$ZFYx<*?ZlmU!&A`UCwl8vlNZ!Wd(Ust&dMCG zJ!^vor{xhJ9bMdD8WxgLc8D8M0cEh_5#*$Dsl=)AbkXe9iS}?nn&4~3%#4B_kM!y< z9zq-Wy5*FFKiQU$3tg7m6L4qcI84*Viz4@s7eOu$cW~qpT$gZq)79ev?L9FGW!Rss zr{T+jz1d4#OTCNM^9FpO=#8nqBnXrksCY~Qt6jCq^v@f#jL}O3vfw_&eB0jVR3nm*T3HJHo0jB6G%F}C{Lzo^3%6pDac^w_i1;gP0vK1f(2cb;8kNDv&ts|rl&n%%#IpFgC)+c)g_ZLNloH}t=+T5Rgd*cgIDIa9q~-Pi%WQo*c4$3a_MC4 z$}s&R?Na8$f3JGiUwGCsCom>HlMB7<1erOZ{N2uDSyv7rJN zXY?1%_1wm5*o$zoE$B_CGnZ+IohG@rCbX9IO?#FuyLhJZs00bSAKBXE6BM7 zux~$jSv%kr?BrnZYp~hY2Ruu1iYBgsScK$5? z4Eqz-g&}VzjCL~0Wpgc|p*Xh@)m28GwBgjUSY215ok`Dsm+lBS&Z`K7_Z?02mIVQ= zKNC5ydGY*U^Z551$bS60ZUT<3Z-HHtgavy8wbq4+^ou}A<6W4uGpXWVjw>l;Um_L#^eNJ|U}yZ(>i; z|0QxdV{eQ7k1K?sgQo>U#T>DreeLn{+Nvr*pPq6E=bzkL$X@ew+nqn-fEg=+Zd`CP4vR6WEy8Z`QW|zLC?P6Dr zL!En~p4-*x)TG8}C7gumKMM3EfDvD88nhbzyzLE&yvzI&@Y%4Hsy0u&H#UW|!<^{( z>^Fh-!XVZMa7qd8M>GpJ56`ziExllDBa?4Wg$W$%ef|TgY|jvvB0&uJ;y8Aw;#T;E z(cegBu_F#=2rn}XTe8kkwI{iRw`9FY(*qm@s9T+g(}U01qoSi5V+K$Eqo(UmecU!N zJxjI|(`sDIY)sxvjNAnGO~@g~kSjB%KCW1W`(O{tozc?rOa;ju>(iMHs>dPZKm??W zp@oRG-Q4n@%Ii6HK-ne``G``>n?3Zg3F-&gJ{!!43*(v7wsF!q5iA=i%%s|>vLt+i z%%o=*vOH;pQ>J#^6^4E;eTq2Na`l^VopJG_eWbVJ)QLZFLI}oDV0C+^zoe!2tvzK> zbK}28ZtEYKC*-6RcHQO8n!Chx7z# zw5R-q#^xKFNU2ra8&WO9tinpIJw4_*A{T`V$a3?t>@xR&6L#q5dvSf{Cb3*|@bP+9 z{h6wuWSo$=k-0?O21J*~un@%+VraD8h3bGk#{-tU3>yo4*G-D+^vIdKtr^Be0c0x^ zJh7zKqL-Cnk(pQHB$Fh}s;1v8v#66?WQhVh(KbHCty1jJ5pNKG3VTEmeO6Uc6ABt? zMkGo|O`gmYAY%uHsT?-QrBb)W`N>g~WevYLFi7HQ@MiqHPFA5}6`I|1r_Nv}w5Jpd zOHU(VSExAKB^-y`$Nx7}@4vh>cLo$r@Asfamq4%y^Ja18Bq$kWSyR^m zN32XC=IP`(+mSWh{+$wo3w-~}hkK;aJRuSXc#w`d33P;joq z&&}>n42rQ$$htIr6nQRzVnX01X(9Z5`qZuEhcwfv^KBEGv{O|NO&l7pNtmBVsdNQ@ z+(*HBgK!{Dvw`+b`zcW5-61SSDW1WKT~(4J~kW)4o8HD4qt{-{)lD9SS_ zIuo)YLr{U@#Nvi5YH0>SW<*{mMIJNu+KOZ{gnN7zl+#Vy$^0judrm`reX()Y@GPU5 ziN6p*Uva#*U4V~}-1>#gl7I>eyF zq)>fr3c-t47BVracOvcGd7$Aj!*xq21nc7e{QmKNBo?1_A8tW&c&@lud}-J}wE&Z) zDlwx4*3xb6_Fubcy}j9=%8;ZdO|>7J{sG3q#_Fy3BIg~v@D6jn4#$sa&c42W_I0nz zqjPJXkGv4m{>KPiv!pRs!`~53y*Kr{yM24Ny2_?j=kAOuzWp|Kxmn}lFUESS1dx2X zD#27hlm7=h{3;{Y%9fs8#$ktS&iz$8*?4hq=fwvpkpFnsiTUFFhTqP~&Jh_y#ZS_v z-9b96Mf-g>xHzXg+!9><`eb6@jS0CIw5$AcJtOOyQms`FIbZK}W$M!FLzah(diX*8 z0f#5gxQ|R{RSoJaK$G_4TY3{KMm(-S6H@^?kl9z4zaIe(cp{3yk-460e%;Zxl73zue75pnbocMMcXqn*k*1k* z-B;BX1-St^yN&VONJIDzsH1}@mdYWfeyp|!CCjx_JqpYDnW*#_&gBY}V(9vJi#-bb zAq+3gi`Rkew)F7uz=UyK?dh^!0!&9xS(pOY7%D(0= zT!btWS9&-dJ<M`V*XksA?`OP4({{gwO%W>o8#8B&q6u1a4y1G@%48 z_8*y(MxGIMav!TZmC-9t!z#qn+Z(pV99nVmI=)`%#*LlN`=FF#_JyVi$4fUjPmX(FP{o{jF=zX==D*qc^YjUx$qM zFTkn$kONCKU$FiT^(hW6bWX0l{>ube3oe#=`Z?cL<=zY_jL@L;voVc77XN&bUBCYL z?f+0OFd8!P5o3_^mOeiIr>U_zDfdV19PzbUhDb^jS(UJyxoW$mp2crC5u5L>0YuGp zuD^mlHa2ziH<8GZw{J<>{FhL(3*EME5AlBpU5jfE0T^?(Bo5_PY}VUQoO^3Y_0`l9 zbvZABPez~5{QsbntOkCmiS$vZ!Ek!>7qzdGr{%uws?(q&!cjhgv}R5LKkHR?`?Wux zB&~ZjVr7nJ(m#J3T5*twgsuVE)XC?jH)rcpR zXQ9Ac+At>%pz<7IksgVj)pIVG0J&IHL{Gm#4UMqR{lMmzr{QR8>#~#V#lxizF9S8E zjEND=kJy<1kVcnMOKahGx{1GT6BR%?`tK61}>(Q zdxQ!llmcm1_LHO9y>Vhn$77=UcC{d?;AUSrCsFx`9NS>uiI3puU?5wfSn|ICPtN}* z!jo6C9FFsr7Bak0o8R8+D0C#?=BE``$elRT^YUgonftbHfVzoZR}Y z|KRw{~VY4lvTaNwBpX-y3cO_P63NvudY;&AcKn5*xfDqxE651MyTt7e1c zoxfxow>|fI`RpLAoXV8?8!H=c%q#8EMR)C7KD&u*g}l0WB>(RS|K{)&y^ZH1nX=Cz zS!_9RW9$1m&2+fAfEyt{{?s229^baQFd*VNs z5N9B6`;1NEIYEZ3PSb5LeQ|Zn<#juLBn^45vTP-Pk(al6k5Ksh-+h1=`r#_jZPfZ@ zLNq|zgs$Hh@O>i^FQ$YM`UWy*a+V}!P_S?KWh(5Cug8Gmzq0OR4)fjATAy!~T%vfI zyW|x$jq9fezJJ+u(ITT!^+?OBHgnE8`nBV!EUZf$=-pTS_{+|HKPx)=`Jc)&wX&Gg zSaZMa$Ww$|(fD~X>Q{p3tPp#n*ZdQz1UYOqpcJyAdEa;HiBKUw;MZo(x>Fwb?Vl0^ zQSIwMw9$j}N)r-++=ibUj*VPt@4rrfhNM5YlQN-~1!+)UVBF{|n#rO>frwr4@70Zp zKgHs*yTzR-JO5Xz0}q(nZ=s`LMldharx;JCDJa!sn$3#zx&}2=G2Q+1mwF)1r(<+^ zRetif*sntM!{BcPEJ4x5D^Dg!1q}+luwiTIj$VZ{@+L~>c@zbH%}w%JaqH_D)(GkQ ztGx2m{{=NP1;(LW&SXJ9zL{vRez7IL)Qaxla73iv;wYfRe>of96ey%CsqsBn1ko-= zT8PH-5kio1ph_`a;3-nU&x%?OfM#1@b^hN-3`BQQ(Dt}1MclU5hP$XH21Q+?#;j1jDs7+JL}8@1b!N<4bx~VwUPoO^Vh}8)N?GOug)RhXf;p@scQ41^k>j zb+jHHy3>zu`3F+?Uuzw+e#U7v2>FZNlA-^9;>H~DHroA9#f@w$sZd$^Gc+ltK{K7M z@EVfeXS}m>oV_c*|8~3b>7?z;u7BQrb;xY(78;vc$xjO#`af4S2Iu`N2}0vv2}0IS zhALCZV5^eq-hQ3vP&b3Yg4opHnOdXt9KKctX3ZBsrRp`meE8ZgPgR`%HPs_Z7_6KGK>FU0zQjkUE4g_~%^><6L! zqu=s>tT%Y&oLl>3gU}_2M&722uu1KWN=@$kKCMNYf6DouO%UWuwwx4dLR5cQf^t#2 zA^Hf8F|-GI3h^oerYE!=q@sr8&SaUjAAOigbCeLKT)NF1ijV?cv`;jo={Ti)vG*%t z=e*S^${s(iWzVp+JwnNWXk#D)A2D%RnCiG^3^;oVreE-|Ij97MLcpLnbd5XG+*#QI zA;dS?`5k4(o;ZM5gtW|`9Sn}%XEv-R`52?5{vbgZ01m)N^>I= z2;~-YNP(1sg#_q}ud;H{G6)yQ+TC6?yNzn{c8J^GlNxQFdwL(eZ-kX2XnDslmOq&? z@~_Yet>lfIO-n0dIt%=xIsx1_gP|V=1Q(Jy*1cxXGWubs*`u!EMuaf#@yqiwjW?X6 z$1FOBC+E(BrV^@BO5ci}C1d`)>&;IwFpY6u4H0Doi}LQlSin=HnECQd|F9RCC45j%DE*970!JkI;}M>U~s4 z#OnOJD<2itWIHsKsOJ_K%U0*l{CVGNmDZS|G4(C0KmE%;cxG&=Y5z0j?1$Y=dG>d` zdQ#zjN5J)nTwgBwlC`&iIYQ!-)L0p_=8<-)i;zbC3qTRlqZJT1^Js31Nel7i1+}8L z(Y)=wYnE|xLoQj&Q8U?Q8h-W5$Y~et%9^#9aY}dN>H+qC&HY-K#yYNU z^ObRihPzk=RE^*J+w;=Wn7iMTYzy1&4ehW;cqHD%5QO!6iVK)i7_`<<>;`cuy~sY0Pw1f- zZa#Id0`$3mpv{Fnv5-*(RQbA=GsphhKlvxk#fK8!>Z~4++to*M&Nf=byFSuOt8O_; zzcxOzqHNpZ;w1(MC3%n-Prt4`H|N@gu||xfTVJqFzw7pzxGj8TjE$4Jd>$W@UBGYi zd49Mc=hnI?%ceQ<|L#vr_Z08S_MKQn;O16rn(uBmY0{&n+8aDux%?KZ@gUwf4xh~l zhx?a3*F7Ya1{^w6aifB*O8@3h>8+;;UlkI5xh!0m{NTZ9y(}$-OG&@hMfB&`Kp-_@we0f@7sggzK+WzhvGj8WNG@EcdVEQ-nF)Med zdRLF{{6F5hNA{nIK4%&8lWZ(gotxidw|rB79-%W=wT%y}CVZrts|h+;4bj+iut@ES zX+HQmLemO=JYy?&{UX_H|eE3rGnQi`1m z|02g>dH7BKo*%$o)=dX%?O9MN)4x|yr03xS<Mftd2TGfnB={IMSnh~N5R_OzOo z(?f4I-3OP-fE4Udy|>DI^5h{}MX^p|(X}~}TDP0bu*)5v;#T?|OA~bO7CT4dE{A-} zoB{zWoaPd|SxtFe*q+Qeb^5gLO~Tb!UJ!&~|70MhtZ-|IYZ#AG z!#snC(rE$KR{EYbv15b(-PMq9((Gt;=j)_|Ut+NgWk?DqQ+Uvd)nk-5Dco#fL?kgm zN)xxKa*1#p#1mX1Nwhye4$@%iT7)osCa9nGG5#!mB?hdYy5Unio)a(~K^K~-_U(Hb ziLEo!lD2L^=$)!&45EHWA`-TP*3om6Nox1O`77n8>cNjV-x+*D; zPl|tGdvb_*Ot$Q>d5ivNeH)Nvb`V#Q?a5J*%id0#wlPz!b)vnN(w$j z`glu^0KJpPtkJJuOQ~k!@9JO8E)TZvb7I2jWTaJ&&dxgkAO#tLgCwQ)Y5A@g4t`=X zVWnYrK8PNlH6!@s_GAZ+e(M4o2Elud@oZ%!&B?5?UgcK5m-Ry_=nPAd^e2ooeBac9 z1A$5D$m4BWwD8#=N%1}%R(eF;O1kYbtFP4W98wO&H(wYaVT6j=#x_kWecUxwMl9O{ zH7~Q#c)wD{Wr_FBoz3SZZc?TkkT`~^Wef^pJ<~WMG!0zygz7Ce!!bI88o7@GMJ&ks z@ZrPADQk_Uh>k2hWc6GqU>XKPdU4J zWxt}V%?Gk}rLt8H+GAHaVgrB}$0vgk z?#&iFieFdK8RItLUPjcCBUL`6;1qi!gv&C;>&ly&F}u0-VnY`j5O?5-CAQAe6I8xC zQ}#%GHBv6VcuV1X@`1GyVoyU(kJGED+RgzD$tyBpY1*bQl%?mDW?Ue9sO6y}(iq1rev?os*Tdt|xs$nHv zWc+L9mMzbQE~xE#+h~9n?&VlBG(P^`5SjK%d-(89B0BJaR#$$rIcGia*(JQ4htXPK z*rqkU{CIj8A{W_)At*0hEErsQxm8Sy_=}iR)o{n-aCPD~$)R@{R&z&9>^$4IPZ*wZ z<#RK8@61}-J!@$b9+tu-0JFS?sct`3Rv7hub$glT<`+g$vj*%k@tHMtwPIvgsT}@} zKAKi|`zbBp*izT0P(|$^3Pvz>z*21Cd?Xf3h*gK=Ly0$Um1x?%w7k4y(hY2{0lE){ z1fdW1EK!b#C{z=6Yt+ee=eYwSZ|SImpAB&gvZ5;u2&RK%^Q>jmrcJAo z5W6wni0y{BG=_$%ia^ZZifP%W6oQm1YrdRG=Ka;G~p5+2h7wJZ{=RVzoA5+9Um|k7N%q^M5zVjSh zWnWd?-127x5zYr~iiuPciB>-nV?&oUb(?@)a-&W;Tz&tUpdeP92|LB3N4p*k32~;e z*GgV~`?YJ8NymOk#Umq`jqX zEyD|8bq-9G;`+oh-Zn)*}?CaWy_5trxuDJ653I7i^GUR>#zAP*kdaWHLmIa3} z_lw2!7HwB%RV~gcDPY%z*f_yNh+OoXYjvp=H6v!ewEJTu{Ivkc^;md{qbhb#!`(%| zZ{RH3*kw(0>80?lu}VsfuB`Uhj#MO)aaq(eBe?>O%a$ovNrh=6AG$Z+i@PA~`o=|$ zWf=gY%zN?u=*h+b@zt0SKB}KKVf&ouU93RIyf0@{pL6{Uy7HPlwd`UgWNl&3pAn?h z-r2c8w$sWvceBE#io*gS$9t^@6cNy|D~wwX51Q2upD4D?48(53K1yby^pu8Hum1XRlv?V{yzM`HSm|*8>CHH6 z!eO5tbI#Y+PfNnW%I8gM*P`uU_lPUMdehPL$ODt^2RxCSQwX4NtncB-)AK@`WgnxeEjPvm!cU8e-I+<<#%wGNOWTMCjAlB;*G#DEpE{e*GjZCtTdsxVUgGL-fUq3=^C69JPL*W-YEvWXdC0`Kf9< zHMg2^_C?}BorD#5D;*07`Ez4yRCdYUi%l&`lHoOLnB*w~>0#eI0C(4Owo$WrSBe=U**(OGw6`P`FK@O!gX}MM}aob<2YJldP;3;OETe6;obUI5N0lj%HoDc_@m$ z>5ljda_!kw&9NDi59tDnB7yzKcWU%h3IYVnl+K^jmFLs z*E+3t^T08Q2?=%};2l>1Q&TymjlAJ2l26OG`DYaC64=qy%fFLlM}VK70Jwzst~hinSgg0m|N_eKy>N0uWs} zsDj?7IX?`2{e$E9TKBOMTR!4ZicC2<<~VMVzpJV`j}zUcxCwy+!I72S2V|9)Z=Hoq zQ`|_3q$!tUwMS@a9WXrp^K`~x`xtQoHWGu>XT|5hC2CRkGjkGl@?I zZS}RqC#|F>w^VhLS%rEk=JdWSl_Jt%GI8!GC!mPMrC*ARQ!(boA^wC^GY+Vv@e?9` zJR1c~JEd0lc-zWOsoVwnW;n+T5lB9n)S~OL+}D~`V)x{ipFf|#oUW#lN4YZ^E`rv{ zkbMexG4$pis68J15+TKZT<>=u-oHMpbc*+@ATPfuylhrXc9+?^B9bu>Oi3!LdL1@a zmaPYuN#No|BM+YW`uxn@d?ubu@*X`lks2BpC>xY{%}?`Sma_d`}gBciG|1 zIY%|m9z1p|9nO9=-J^NX0>5&Trj~y_s>gPz3DO7fUBlGWyqQBP=B2(xF2?`JnklI! z+uyCMq+;)8*}fYo`elR5H_ngM3aqFjvrIcZL$E-a=>m{F&AUo%-FcAhKB$L2vv1}e zarFXM8;%-vg-l`baC4`68v|fukmg&;Wxh)}rE&uG1jDq+BHrF~f2VmYFfau{w{QT_ zOa~ghzzlHk>%?@!@`x6l->zECMA6VWSNHH6l#BXRq`oAi&X8(iq;-;BVFy}_DPT2X z>LKcTqb+s1R^`Nri?-3h!)y=M)-64z<4W-{zAPbW?}yh-euIl2hoo`?D&XFhJq?rL zc}-!#{H>ceMM>xaIbl^!i{uPmU9&FQEeOcsg3>)8eYoOsoD$K-1~p|4U^T zyZprQ+KvP2i&@lH#4(C@yw^-xh{h!Y;qsVS;hO>jy^e8rWSyHIOA47F)g&Ok$jsbJ z-}W=1vRkiSTA!fNVgU+QV`IZKtu8_r-B|vyQqDswm|8E`53K9#Cc#YNurwc5ya^kM48dy?dRJ{u!_jw!?MLTKC|iM@uR4G-8@G zwcgL3sW@9(cu0Qy_;Im|i#dC4*O$EZ#|E0)I+THsDLP3#Z}Kc74~)^VEWo2ccldB; zag&hi zsUUaA4{n02%|EYVpdn%lF2c{>zYpOTYNn%Fd;Z}=D88>i8sqW)Dk+RJY{NQj5^A80 zE2du-#UGdJF=f*W{v#@jF6$0G%6(i;;^v1Q88CAfk#nJwlLj{gPexm82Q6VOvn*FEG!~_cso(^;mI1?{WLWV37J)fzEn+VJ^F4ElURb zTXn?5k|ki1I^^J)cj48N69#K`xipRvk7((u3n@hG0L^}rj+(f+xpgRBesq=b-g&R7 z_}KUz?Bq0kRdHt2@3z|7+N$h-BJq+KQaKLpyeFrQ<3DGb@yQ8I5CUHuy2~g z)#Zco<&JA~&#V6NK9wWUTJ}ZB&}t?wr?zi@pm@rY6T1f=;?~A;@x)v4?bv6Lv-5p< z<$+zlKU8Sn{;Z}IiySm@pBj*i_*^8KTeolXBMsi;XU{M2_LkrlT8>S$h+_63Wd>4Gf7{*8_VUV!Oa>#ljblSuazFzzcBE8Q=7}*c?}PR_%k~@ z2wEx+-ywZwM7TzqHgB%rI%=j<4FEn?>slO{4>p~9bTIdZLw3oyB3EU~dtbO99YtsxJwp1!}3dHhjwAO*REwF@O2!hmf z?sLl_6CN2|$Lqe`FETKBgQF3k05TYy~KV`UUQ4-1yxumSek5BXB0mM&moMeYi85P$V zR_y4hv?a!hvEu7XUQOsaCby6MtD5e;dSxLNC?l@Yh#Dh=voPp!n-|beWGb+IJnao? z!;rv%HiV?eZE>2zh6PA9edk-3?~fugJxxyD&Y)?N`3DZc)AV#-)LZIStUecKMlQ7= zXGCG+0{mG9&%bq5zp?yc{=hzce4y6~s6Z^X1SO#?U%-i9?CP2Vxw3}QTw%gxL+S1b z18Hg{eRFC4s2xU_q6%ay{w}?K41$Gc;ygmE;6pn*!n`#X{KvI!mkV{ULEk$k`Uvn@ zbMYHDh@pcZyoL07^dTGL%%=7oJ^FYr&r%ryYyfAh(5~Qj_MR9x&;nCS?Ok{Vb8jg& z!k<amvw<({QBvW_*7IFNw22j6nH|saAGQSz!H2=_DVIG7V;Ww zowNORn1gQkkqze>>npN=il@i+atCKIPCWz2T{U;QE zPGx7&0SZVr+Q^8tv@`8eHJ*1+fnr^*Wr{_(q5?Y7nIwMBi$JC6%{cS z+k56$d$~O;dwcu{9VBr*TDDbrz<5u1I(yV-&22CXwfx4bW_za6koK!2{y0yq0JchQ(z!(eebcd}}#N=F2 zPfc*{^WVA>5PQp4RZ6B=dMP?_6 z`qi0yo*KakealLD+1%ko-qZXh0I^T|C{Y$t{6+jwx_F;Git})h_o^-GA^;yYx1Kna z3%)>9VJJ`|PRyoWrHTwSTz6sH41CO|uQne-q9Q|rx15QDi(Fm%tWU?iJcO?t$_k;Q z)@gIg-(Ov9wqe7DxbFS+^a3%DEd&e;#DY1;0a}rmYwxh@;5B#StJZ~AFi{I+$!({G zk9Zj@UbbwKmzS4Z^X97{Z5RYpla-ZS?CfmTrArrCpUt#WcrQ+;k3CxHK#2R;{<5dQ zpZpis7d{Cl#eWw^Te%<<21X!)^~#x*n+Rrz|o%(ZM%0v z#f46l1f(lK6AqUXlbHgH5DZSR@j#TpR(IYd2i7MD;GdIlj3;o0#YfOfi^v1%XEFM(6Fw>Zwc)FPprz7e~?M{EX8Og#AxcTu4~% z&PF+B>UOdscVu~~*oP;kgsANI^ytI3ZcsyC;Hd`{VNb)gdvbDeu3o+@pfcdOCdj`q z=6TYXrRVnh`9;tXS~Zy^MMEE6Av;zGgvl6GR~3~BbcCQ9THlY|_dUsS#02{4FP=Y_ zlD0ZHAFY2vm+cARup8qiw>M~UGvjH`ObHp`56Vi;`+fOi1WcLSB^|~?9|5peqm5j~ zx+;#&#O~d@i@FtmH8)U!K7G%JDJiSDm7p=*(xf_ki-@9etp;libX&MkfL`&*vrZao zxhSiuiW6afYppNm8R(WzS$HBO_l6H*OA*3Fb(Ma$lK$mx!k-gHwC7$e5s44LB$B4a z6do0k+m0=6J3ii|$~c9iHYjN5w-vDMpt1);ZQ^?(9NmU#yecZca0}F&mr6;xT)%;U z2+BFPfblJSw)dAC?9((DF6ehzSw2JS3dyigM6+vTqMnRgsJ0 z5`!OAmy{+oH5}kSi`bEsk>NybmEt`X{^!*aJ+SVC@>hr7prM=*`D{=0Bc1Yt8XkkL zClrnD)2Aq~@0^v9f;HvyOtO+HJnvJ{){V`8pSs@XynM~iA4^RrhFR$*v&m)R7xKg1 zyLUA<6f2pZa7@~V#&r#MD|z<%u_p(BW5W&|IyAPX0=Bmv5$d94%N~&`!p|{?q-|sr z%2mKU{4D$q2xRfXg%4qJ+MJ%(C^l774j;ZCKn;~v&BBd=3H1W>r0lGSQ9X9JU%1yg z*LYgA7iYzsxVKX{nGl2l8in+2MDVgbKf~ht5siulWh?0e?qk5IZN~ek^Vuz%A&MdU z7;!GX6c%bKEsZ~M(r}$0?H_TaM0GJi>JmG7jDdl;QGF#Nmb~1<*K$K*LhYBtx(aQN zCJa7c3Tzkki~O*{_5OR%fj9tL83ELYakszIShtjOow#aUoj6&xQOdWCb97^ttQB1S z`)f;6snY^HZ}oNrJFRth{{#rO{9LVk*^|3E;CVcY=$Y*8s;KA~>)x|NhkNvDyMJHQ zrfu8Pa8MEI*-`YPM=W}3@?AxGpL#BR#_0*-Tn?UjMnT-Y8%1LqE35ivTAm2Iv!sq< zHH^h)+sb}Y0Slsu_#j9NK^1TxA~mf<6iBakXXE5yBDPQH#a__cL$`xF1ckbNyeaDNxVg99?oPm`QkFyRHYjOku;*6qYmRP?o|Vy3!RD^8eKe zS(I;VvlIn5=Vc@M9n;k3O($0n(Y@?f?8t@xCZxyEJB4C?uQ(AqtjyE%f9qY#g+0# z`htsDiLn2IRB3$a7Ee!o8p5EsAW}!C)QxR!9ZyS7&!@cj`t94m^__BVuHJ!)zy(pI z!U>Dd2VSZ8Kg_$i3Bu&#hYxSSqv0#-Kkl{W&1tRgp7^b+`ky6#Ms2deKZNZvOY&CE zvR~U3cuDd1AU1ZGc8;jAT<&ap&W-J=Q&C=Sep^(U{H_fCT3QJIv|yFB?bg?HWCaOJ zZ7UsotLZjP(c{ODrzDubl_~jr>l36juz$ja!Xj)$XqE~=2*oIIRTeg9oVB$QtEa=C zE#hsilXz1~!94HdH|N8c9UZx{CpGjg#D7j?RIy3RyMB;s=HUT5peRrx$U=@09y)Ag zW0%q(TLtJN3)lxtfA7gqlHXiY+>T-HHuFO+W|yGk=yz#nOK(^YK8vp|L6KL&8rgkt z|M%X%?~bhK0b)|ITg4M650cD>QT(G)=m45an56Fl zr+g33j#!pZiUm^iL(W0#fq`VnIsi@f2K(t`mNq#Y80=6R_2O$ROK({^O;YT3lOcdT ze~@j64Qw)gO^-W0i8{qF{9%NqZp%RKL6ALc$6o*Wvt7gHHuTi3ot7!hxcvK+Pnv?W~!KR?Jkdbuk z*fH<(=e{|Irks@(GQ8H1mintdHJ6Ab>JSR8+P5D+VS?W_Rhp`-SRIs;IPU~!KrDKr zp3#+KW5uE|_ExAA| zOaIX8==R%~1IP>T0mgf7*V0agSr;;$%v%`cv^NK%9Pnh&0QY8@8B3nF z0m=|!ir1 z_ILt*b$^Tq9AXXS%9RI%1{vp7g8t1_`OWS$RLw=s)14h`{M2#Odt!?cT#;XO&84)l zD|)kSxIYtaM5Kd(fv(fqVJ{<;6TATsS;UVmY+r8Gy7fJp!eWs*mp&5GX%VZ~CQY8~ z(BJJC4Mvs)jNbed+Q#~#T?f>LtWLSQhmv;3g9qk3i}7EKIZOeXLK}s$`Bs1h)ToRE zu2V)5e)iSH*_|X0^amHP^NbopD0(HLMUNes5K1$0D<|PdNzzt!=k!J#2z2eDq|}`E zNte4dOv3IfSFWVxGL0-2H3C#+HX5#N5z5SV4=h1{srIv0^*wgYn6S^P83Ze@0 zkj*uv>g`nZy=hg!RClGjV?xm+7JVHaGPg6t#$EJP2M-_C%<&IB@!>Utf7>We{IpZq zkqB#e4^O2wMZL$2v45Gu*=M0yR}qrvxBYXQ8IJyoo}cpF*hOAGE8?ZR&xW2-Dy&X& zCxg%+iETN&#@;&3K?zMfBXr+ks*OQ`l+ zaF7T`%BzJ?ij#-3xEYOA6FMT=8%rI9#?SEh6Gzi(&STFvxE4sLOZie7efy4kkjqM9 z&UQj#qD)#ntTh)Iy)qbX~)nceAY4Y{pohgzEj?lUSK$%Y_YF7DE^>7b;v zlLc*<(96)+QK#)MFTs97=I>@7l!&MpoTj}(G=(CDonN)j>-r@*lPdU$^Dr_xrQWn| z?b-+Q%EWpsj$s&w{|$8_06#p(Edi|}9wQe*NyAvN;N>~6Zc3^Iwa@LHp_F3ZQ z4e+49eQG_rX~q%s@YhgaornQi$Y*TuQXds>B-L!~dLc}~(uvrp4?!UmX*~aXIXR7| zcj+0l1ppHHg=9~x85~{xqAue4r1{G$!9By!uq7{js zDJm0@qEN%ON*TdoJd;NAK?oSB6L;|u>HjQnb#1}-MLyMxI>?;=MJxs5X)*`jfx~GA z|1Sw6UO`t2L6&!Y-7$*nzOCI8<1Sy`4)3+dK}gD3vrSzkb~8$9GrWL1e2*4LsYK!# zJ-Ub3A_t>figSS2Sc!tp6x#jsljChrcO_L`+G~0wWZ5(?8^RFM)HbZckQcdvz}kUL zdT;}OC8{@9h3}b5!7DDN?~V_-9-B8K>)d1IhiV1^uF3PTeIg=2{ZYlWRfwd2z5_v1 zPos@$3ftih_zptNho-V^-~=BKB;Axw6tG{wBH@=YHfv6a&|I=Wb?}>6#s`Q-j4Ml! zX_`<>Jf+J6Y3uu|NV~*B>`r8*vUp!?fS}fEKfTytC$vAYVl{5G2-RgISVG9KjcLK6 zpch}+y^0|)8k#AR+Da-C?YKjkOVG;^z|kK2dA4lcJdZA0mvMGPHj(Lp;A*~9F9Ko$ z`cz5mK2S9INPH}46+61R`VjMy`BGt7^a;f(L0pmjIfP<~`6B#1K%x$I3k^;Z`gqot z?L39b6p1!HJBi8FnUGvUd(MFKJ%Ua?nG>Ew#8inwj=yabi1pIZeVLu=0X)6Qu+&>( zDh2Q0R(vNc=T%I$da+c(g^e4nkk;MDhErr8ra!{~7%|odTv-1bz|v@V*GLLSsuWqI zMqrv9P#o&Ldz<|p0!5Vq3p@-ZB9l@wLcPi;=3c0FCyZi}(>@g!xAY&kgA}uK*DkRU zzN^v3VO)E@8nT4eYDpghlpf}7uU*(^)lO2oCB)aaHA%1o(=JfYEQ`G+~-t_s&cl4zJ z)k9rfov3Gm`C&j{Ac1kH8kkRL4JS=%ZUqecM6qQ$^-xjY?iTX92#0NCbtFQwXwtZG zZtT9xTQ$4Suo}j(XdzqdXhG+T?V4xH6;meD&2Wq0{#mIlN$*NKo^H5?T8B|UfT?3&w=4V&yy7RF?t+OEuN04h)a~1;D%nM8SZbX>b}Wdd!C!mHR4F+vXf;)v1G7 z&*3N!#H)n6pPzEbAbTF;+3Hr%rDnE!lv zd98kMk|g;e?ucdM?X4EXmACAU6Z>?iu;~dpnw#%@bKwJexYy^Vo2hysYC62FX+Z5B zGq^h{#kZ`H%Wvt(tnt+=SDdLvZ{pD;DsePr!~0n2=;!FUq$wI28q$0{BR^5n^o_{&x$e8T2n0nHQ8wE3=GyHxabys`_`9OCA!ni%(8bp#R` zBFrb80~W7bnFY-59(pgxt2!b2C0+vsSQ`jEAi&}2-QqUKe!Vyawz+!!`e*9Gjab{z zG}sAQxt0`LoNWLduAeF3UF@DXAf8!6!Xjd8hVa-XCHrz~d8> z&bRapJ=m@yR>siFLZ4G8iuZy7GiJ<8bq*a+-?e-9-sq1lP6C5}CV7_3M8*Z*GX2Zv zi`$DtgX(~)fzv9_$xjYJHnWjhbXZV?`aK}vIWBdz zwL%CZ`k_EL@n!d$pdBYMo%nPn6y23*J2}g`+rvNIqlYf!teRGW&E!P(HY?w3Woe17 z>!kjS5C$|njlr!488`X_ndwEVm(p%rReD|BZ`<)+nZ z0zETB_j#&T%ufCAkC8IDb$7r?v?7FfLNwCg>Yit0_(2VJPBn5Z+sdu_$XU~r4_ zlXK956v*mF3-VfuzALP938p%c~C^ZWOA z&>k!#8+7Z^rP?&UOG4tyloTHnX`RyRBezkqvS2WNtdUOBn}evFSAM*e0#n6GFu@kLAM0 zLqiuWU;dcl>k7zLG)TzD7IRrOu7;?@=S8Jk!+>LTD&;b>~`XYq||njt(1JvkFdM{ne6d+oq<`9TdB|l5-vh+_zzmZS<;&N%_=A$f8s4B3 zPH?1tI~8SR3#tN8_M9)$%MQ=LfMpbblO{~~gom#aM!4yy*vPoCrP3oR-iVa+sYxJ&o9_%BZQB zB9nST(k^F4s6k~B`tH?8dWZ3PuTsP z?p2pV_FL+piW2j)+*oqoF@6;MOc|5#kpw@|sL!un28|qn+0k?KgjNoSptov8lhKLC zdo`_y-**Rf+uO!oYd%7;hpDMVv&_3$Pf38?6ctUb&6x~YNk^ZFlyo^c)3*W7Xg$fc zD7Pu!!ZalJ)SdU|2`CT(Oc0-F2WzJ6G&%cX^@BYf=+&SL0niu1Z0_TZsf7TDW~ zZoq6*5Ynl~i!$UdO#;Sn;&ye{$yJQBjiRBj0Z6ffp`PUN)5pI3y7pF=ffr&176iR| zMIWkyzB#rx>a<+7RDWl9Y@Gh?^3-s+D-};n>DF^6p4lTr6|a2M5KDp$O8m*ws{nnd zl6Hay6Yo`sv(MMfkC}SuHpJs8bf#versf~$nm$cU-3>|MBBBX$f1*tO#7q4dHMEo@ zdu2wc^g>+JRaJFf;Re)k^tF1@C=_aAx?E+*JmlJ?3soi&mDQ6{CMaTFZY{JbW~5B? z->IVlTpB;^Kp#+ApmE>^tn0GZ7mp1)bz;paTLETC>|yW;oe&hbO3fqV(pZ3GBpukOPK z5B5~^#um^R*}Hcd`n9RiwuAN!hHZDcY(S3-t;3$Ui6dHVK*UM_5DB!G@zzH`85-9! z6Ap>yI@z6vvn^l&P1`l@?m`H+6>oPjW@SLA5iytZB9t#+m=$WfN$?dE3`Wc?5Brc% z;vV4NivlcpRWZx938By5zC8vTqx|Gsn}`=*Z{oU)s8@*a1%3dWmTs7>#LA*tqsI%6RHhLgr`n4geJ+i-%^TrB*?BMS~?2&D(1 z0j2K)&VlbuP%v5eQ0b7q#&hpn8>yjTdRROjgsqoKUkpf%o^e`UxL&VX@Bkf`9gI9C zlj9Oja*y}yT>xA67&4!&_Xi=-BXS3S38L9`Xkeh<&!0aZJ$bVA{E9xs18Ad>5rjsZ z_|c8A=bTJBGj?o(MlQw3gizjzgte$Q4}*3mTk2~EIegG4Zs2QPcy9~pD3ddRn{CcMEjKyD(WmnmOaD{|zhKPK1?V&LDasY` zeh5(G_jMgBq2LWqGh-A@2s+_sDe5~&#C*>BGt23!iU03vMbT^zE=>>w-NvOwYR1J) zan(5srq6%>r)JE31+!z}8xB61*4$i4v5$N+`3SpM?}!Me?<#}O#Z~(yrgq+}rR^7d zF7Af;*lCJm6$d+-D;^$G(b$;x^SFUh%Ad@{+|9pID~-mC+@SBa@Z`Gn^GoLc`jdaZ zWoMUjS?!(Tx*||j+?(>fG~Bc8>@&5q{xszpp57Y$#S-gXQ3(mEVsAB> zu6J;eemjDr#2X$hneE@?==>(^ky-WGXJ5ab9VsB37l!;M#4$!77-&AHC4~M-qXR zuUw}oucodp(`=hWmcGkBv2<`SfPZ3?&;E7tMA(jfBDLy?5_a zh^%QyGpZY_-mg^jH5Yv)218ai)_dgSmK-uWyRGqEcenU?Pg?z6I(K=Y`I03|dc^Ih zulKB}sWIuVB%byn# zvkr+H%bG#@c4cBs>*%52V0oqi4V@IlA583S$K3Kat+y zm|vw{U6cL^-iW`%YP3`RLh80d({DQT3idr^4MU1RUSh)Ynol31oKEKkp{*J*i9Jv#f@vjt;6 zW@JnlS7S_P|53=u1L1lk#~oD2Z{EMZ&)F8<5L}^e{l7jdbKoh(^kOo&DXLx()|Dd3 znTq$~$5*dj;ee=sv-BP)G)GRm<;02i>8>$tpdu#O1yu{J?F)0p$?-1GhtFAnZR(p_ z>jp8@-rcA4QAWmg$T8ZHv)_BGJb1=Lwj)%>rO_B6@FnRn;vZhoYxJg_n3RR_ww6sEF>II#nhVf89oJC9g2``TKf=$P*#)PI zqk!nN)2P^X`}Qap>bJM;sO0!}yBg>(|HHQmkBCU_WQ*BlFK+)^PpjNaydBjJrEgq1 zkN5yr-khrA%;6118OleG9b16nRy3E*_7YET=iHe+f4)CEJrqsp3}Yewh2TqvX(L3TDT_M3a0*>>L=PujQRezP*pPqjG&sKa6vW^8%Y*W8^UJF~c zwt9Nk3=59@^#7^?v*-`Yw!J`Ka9fOTuu{3(#pvkSmv`Q&CY_W$7&^vP*RC!wwjoOI z^&Pp`JMVH==tf0`R-PHS^xAT=L!SQrk+m5`?hw!m2>oB+otaYD2ZP!#4({ zqy1^S_ofd@x9BFQzu!c?!|!EZx`e4u`(ZPU60~>JE4FYtGy&)y@k2?T|m-V1@ned zCI+0T2gI{nS`hRGfyXe00faRJr~9TyMc=HZ%GqXb8{Um;FBUjl)cXDXZ6|t_%kEd5 z_kT@Rp#{+r-RPbaC-FCYw}sojQkt7`E_XMF4L1{nyrbjYcAsn?iW zW_=IcOHOX4nmX3TMtP^AXbv#~u(9s<09Y+K(^l}D zg!^{b8%1seX{RgdzsUN?Wx9^9>@w5ROu*Klf0;Nt1-KauUCOPmib?lvCK8&zxH@fl zR&9)hMsRSjk-5zLmNYJgaV%`di7q~@dUorV+%Xf)j@o@9SwhFgpVoAjjjZn@V9WpX zsoB)2S%yWu;ivl#7_eaZ*>0|NTff}C)Ub@;XUAmnvSrI0ot&EK>FHtHb94Fay{iJCAC5{5oPm|jEnoxN(Z$K*@r&fVpDbYRe**$~lC zMzFu`^K+sqeLLy3crXShkbcessw3eCfRT|SZx%(>J&MO?(Q`+hyKo`-)hlJ;wnEL~ z(LZZyH=8|7?&Ya>g?65bi08`vFPw34)84#$*X-Qa+>DM@zvl-91}gOny_&Zk>j z?*!JfRHO~lDWo!S;r|@xf5Jq)2YlTyUEQ6S2=QrK#?P}~`BrR|{Z^BY1`$9}cc4u4 z4uzcy*g1Zzv7+h5jI6hB-!AiK5FT`9l6cQBtnX2k4jp7bI26yKVT93yQ|rURCka~y z&~E)QwX4??y_!%Tb{IB%ctOKLU=3J9j-xT+34>bc+fV-v#%ps#Rlmu>59;)6JQ8Tr z3Mm#*)e-7%neq5%)obUkq`Koq#8N*qHj+nl!&|cjmuq&?v~hi(Ij$8}QVSNyPz{_r ze|`b#1IZGl_E39v1Kt4`92YH0`@A&xCPNS%wZi3I9*%46V;VYo^O4d0rtP>nbJncl zK106P)4-SZ>CC5U4a3D#_Ih4TUgU`1gDNH9_1a^ufsXLySm%*q>&%XA+hlZgb;XIJ zBI>M(?{cT+&151~!w|OWpNonbuC$7o46?hcx5I>9!(hPBR$P((7Vc9VLgA@_q~`!a z6w&7g96~iEcrQeF#}C*e@ao&Q-5{Fs2IxN56Py)A(E_WOx+)uoA5jfgs`R`oUp21B zZ)=y`U?Cb&F)DqUeq^Cb;6#P3j2V)rMV7>C!TZ30_Ixs0(q+HD&XnlMbnMb4$ZO8) zc^*6ROG?`G>eWjm1l`D~vU;4>FOXB@+STa0?c;;p`?f!4(6#EzGg*R#+RnR=9x2eV zxR3TO)-9`NPGQ3UV{|^{UdiqG0;b`LNXiMg3lq0)L|E5jPYvKf?VzQd?d}z^qBT$N z)85;AVOij_VN6rHC0Jy13j@6g4=vR8%gXNH4)F5j%dT094biw^IHDFErla%eS~T|^ zAyL4D(}TNKWz{vFY#5dJdEy9J-urgzfvz%%S%Jm2*4BA+VYZz)(|1scWXaP*XyS+@ zvZdMMrVkAoZr{FcD2DKAimhV7=34Juo|zRvXA5BOCBy3@YF8v+O!S%SaKhDhSbMdGa!^D8aL~BZtu&OuKT87fmUq1Dx^Ll+=Ve=sH?F zyFz!z=hCI2qds`1*RbVfH=-znj&I!9qgWP1Ef? zd7X>D>$l_3!(o_Atr}}Gck}w3=fh)_T zh{1>{P!!Jy=R6MK+68TCL5JPU*Tuy}O;=Zmb9}N$Cn^gXwOO3qqlszOwzf`4(#gJ# zStcEpU7Nm(FYNl|G7Pvn7G!ic0xUI!=#M5L1}^Nw9IXwPqx?daQFw5>imOq=FS zTy;dc_T@wTa0GhV;Qb>X!qYp%^R8uJW*F{^{si5xQ_b^>=av_8|!fU=FL1>*Bfig`v~-0oh1_Ik%V`_NY)4 z%9c@)GD21&jsNqy&;NHGzwEjZMO z3zCam5;x9Q5G8KWC6l+lJXe$MT8~W9pF{@JcKXti?v3rJdXBh~{rZ;BPEBdmW<`HF zKf1%Xp8yKP^zHLPeHjA8Y4Z2q+6o>w%a{^o-JLvHSJMGv)&6vo#3wR50Vt31J_ciK z+NUk{Iz>KYYU&o6&`EJUD~D-c8!zb)9PB}U#aDN~{dKgi^7-sGS*btIitymxg9qI( z|5&~6X=JolewbVCrCmO>0jASu>)EKokH`pe#CZf)X1wTXeHgZMhrdbYNDX-UMm7`doEyU0R$9ys8GQf838ZqHtqt!*AoZ?LJi`u#7jYD-k8@~Dv)<+VPLJoWrs*AcX%Z}4&@ zo;VTOYZ&}-ODe#(+TW|z?w?_xPlB=he&LakY2JM_n+9^G_~|fS`BIuf0gE(2Fu!p- zvdXRHeNyZ0V}*-Ro#B;l>4krEJhgaycP;W+n(6VS7E<@#aMkGXT3lxcS>9>9KPIEr zfx|;k(u};0DVZD?e@wM_hhfRM4a!dHw$V1fbif{C7i4<3nx#{=3ylTPxa! zsr0N-;lqaTef&%p=nR=`>RP@X5B^H7Z`QWEX?5;AWl?_2WM*D-q!=C_)-XnO<((B% zdUyC=mKAL$Q!;`^aXVtE-Mvl{JJc$qG-|z_SLI>7-Im?Wd+ZKl?mwt7?ijd6cO24( zl~kHE*^Qk36cgQjiYN=8bXTGIml6K^;UWMQ4kd5o+!dis8vVV361zVHdn zJR9o0boLDX;G|$~Zy&3m%Z=!?Z9@97OPBUZOEzl5&tRIs5W<#ZUwasD^5gQUzfBGH zXwf{}r$3%PZ=Mx`?ZV>gjsqe5^rjyUU$>K+hmxm(??zuc7Nq?RJ=+^V_KzJtq#@|o zEv6hR&y))n{${O6x3$cUnIZE-Z*0`an>m%jxUZwW>ev}1=pC{GVQNckcQxsCz5 zBT?Rk!lZ{Ws`49-6EAJ5YYg+tc{o~}9l!T)VkJ6l;@Sj)r{=v!Gj*Avq zMD&?s$_#W9hAoIj`Qp@Z^la@mrT*8~Zog49-P+tpDbT7%H@;kV$Y$oAT{QV! zHJftih7{72$`1%@<;+-J<0K4XSC2i?-tRI$V0#hSNrbGzaJUWi|Yu&-du$@_qD!ayen zj^+LirRCqnw`9C(BhL`>WfB5wd5)-fROQU@@9QsL?k6U78y~DDc_NNP4lv{?Hlk_M zBaYYY^0F z^7H(vso6!V!=s!49Cix`IdERTzo^6Ddto#{q5Pm>+(Nq;_;wSGAlq1WA5=BK<41;r-`6rt!M`yiAw7X#L~{u<1I(TT+s`^7BeHT}Z!t9mNODZj58~A*-IP zwU{FuU0rh@+BMRoHnAxz(7I=L)?`}+?F;RwZ^>11&}vdsJz(QEKy+?izjsv?5;gE& zO`hCTPu@A`aD9Yp*U4c)w)C&~T!)Vwd1}mfFO%mzFy(j;d^@N?gKZ%X7n^ka7CuQ405=W4YKxl9#-J9nn; zuA2SN*s5!YCmUR9jVpc}n!NY%;;{t{{Uh@_RL-W0n|t=39UNwHZ$NzTxB4Wo9lEcG z{>hY5s5dyefnt?cW0SD_8$Zi;@9(RQIEx-2c3KRh>Tnba3Lq2CM+T>RhAeJtz}M-N zGw|km_tpEqUCo{g2}xu~c7a>0f$|-|17>2+IdfbAOMz+{K|l;Zr{fn8kN{_DO-Y7q z^ei?T6m~j%&yi#If}<%`2x>hFzm=3Y02L2%oc3>DXi{HTeMqjYkYP?p5q z@QL3+z#|^3#h3Z9o8B!WD4{cIZNZI82R}oVv*9t#jd9m7i4{!QS#WjQ3dJK+))9u5 zoSb~(+oG~l+l5ZJpX*Ohq86CMsD(|eeIG7$Tl>|f@ID975i{r-bCqO5TC{l+t^?V& zA2FKDn1=mdd#1Y;YKf+uU%Pbwb7aaJiU1NMwo<`0)ERI#lh7zp4|Lx34MvYq&cV5( z{jT@Njvvovn@9n6mRTRnHpNB+vIae9zVy@h%Lm-IAGt`|*W-Xi*uvA@6UXRJQFuyj zj8>~w9fHPs4XxRT7Q)}WtDvHaN=hhOm5|HG2vT+``^!U&8MMh@Tv65g(nrLGKTmyO zU-|N4lX&YuZk{I<8)}S1JW2Fj`{{lmZ}|Zw zSqBCM$?x(1MUl)8ju7irV=5rVG<9_5yIAoyWbtapPu|?|bOf((?}o%r80&>e$e#+L z*;GTr`Q5JU+wni@Xv13a7|n5~A31t-jy9o`&FC%5?aS_G!Zo}=;0%Z)Db=2fckuFM zG1>zfMxlT0VHKqSl)@D}(C-VRW=kzCMbd#(o*%OADGFx}LFe_!Cw~$&&7WBya+>a~ z_df{_^JYF3OkS}1)YKLrU3C9ld-twbR_#kwE1g|4wc6LVj|GK9gs#X9iJghnYY0EA z#H<*Xl%$NHk_=XashjWI!Wkleayi51rS(;+`uh5kg)3SJr`a=SE?_?5k=dSKsn000 z4OAs4pp&v|_CN0Z4%Jxoi%bCev$V7<(c2D@Sok!tPIgIxLS3UtEKEmMYC_2_dH=o{ zJSlg;iRsfWT%Fd_)z1j=tY_8`<2$21;`!h+GF(|N@Ev{Ly)gx2e$Y~4pLt}oXvv1; zzzOcFrx5sw=3)S?&)R%uY`xvLqSmKydkTsp;||^6u>4^&Ue|pr9K;KmR@c33PRium zDUUSB4$J&?GyH84&sgRWC?Ap0qfe#P1IB;(ZuD8hy7BJy50MMf0eySu_9q{qDT7r`+^Y_tzZtO23*X9Ku|krEbx=hupv! z1@&Vz!2HN2yk-I^a9i+HoK%-Gvy~_>d}oeD-ycLv^w1c~nMtA91ccc$lHQ`LzP>Ue zSO&^e33s;WR68P})zGrs_(u8{^g0@??SrNDZrgzVRZaSCs##Wj4Tlb%t-HG{5n)jF?%FW~@p};d{&XnLbg(2DF<(0Jy2%JJL2uW9Zz zjzk6`}9>tE)7OL^(#|{c?w*8`t)@KDutteoB*`76?*F4y_T^0B5eh48nEWW zj2W|MJE08I6;yoz;{(E6WpJMXi*C1H-swrt->Y5cG=yG>!PpHQpc|PN78~1wwjch& z*Zt!=|Fw8|G@CXK&MN~Kl#k0G%0Bl7!J5?*qE|uho*U@8z5n3Hw8ftK{vc7J(uTk& zK(xWx7G@d*n0C#nQ8A{6wth+TT#fHAs9#fJn!3S^Z*6DS9J~m~1nkPBXKPa)JvwG_ zeV~giToAskz4h-O{i~ipdQ>z%vbkef4~mJM!tY7JDqG*5o7QhTyndg!dC%#5B}#u* zXAB1+NZG&5xC9{$bEm@025I$*DNqcVa1L>Y4&@ki8kP+wa9pLJ6aLYGo!Q&1*_!O6vXlt!XWYfe<2ux}QPhv2BnQ zZzWae9tk>j){+eDHfmUT-GejJ92c!Wr|g-O&>wp6cTXX9j0OGOBUR)KLze?P0yftmEQ?`FqHFrwJ$} zXUH7m^oC*Fb$&51om&~k*IEPWynA}GbkqJWJ=Z;_y)kb3JFyEc#m(qvUL$A`D>CG# zN78X&pA(kC%bwf#+t9nNYBr2}_?`5sW8Y6Veu3QhQ#)$4FXJJfGg{lshYwrBAPExv zcQv2Vg2jsi5yfpCiY>~giLPvfPMpTP6U{YJ$ysyf3J}#R z{ZuseE2{RTdVUsPeo@e~&XTh_z z2tD-SA_6Nr&AQnA-Ii9nlnpAm+Vw=$BdFH}_DZ%5<3CNZ*4v?{lV{4A~pY4*9lBiz)MYr6frM>i;@17bl4-?V&wsP%DjS?kt+B8-Le+7 zei|qEm!}lKKbL;4vI*%}w&8HilS6HHG_>>fsQSO*u$xQ(dOb}~PZ$mh`$fEcDJ}_|YpP%lKwh;c`#vHoYcw%`o1v<|! zU%wvS-8W&L+2E!&ObFfA@2RT=OBD{EWeTGnoq_^QQ|jVgjrk0&B=G-yz4d=8SMWhi z?P^Q~Z9%l@$h{HF1LF9DnGE0_0i&Y8Ar%p1Uj+JRmrOeYcTS(e&E5qLXkkDzSLA0~ zVE(w*(3dy|>@ zFf*^i3hl0X3vVT#H$nqMa@m&4c#GTnl#?+Z>`{l6?Bi%+;#$B|RH@8anm_flWCvwE zc+d(xXQ^@<34c_(bk7AmnMqB#;xG6tY&Q;$O7^Bbift1}gCrWxTcT?kA~n{5mKG)z@?1Nj^F+1FPC} z4GdK2{pnywi+_**)IpxwvrnJvR9p{BKM4PLikAJyCUHHi-QbrkpK3eBPK+CT{rAB> zYN<&{Te00batCmt7CObjfzXKi#>eY{aU`qrsh=4eKZtaz3I=x({`;HIoA8` z;y>tjHIb#OEe=7v0WBj`{MEmC(a2r7xzKR!xxNMl60ouq z^lcW$t@>gL1AiuM;}--wsW)o`&E+2Kvj8zg_^2oqWd>8wEl8iDo>kMItpi7E431{^ z z_P~oZ#~}?HDi5zVf;!|A6f_}0$tQi&FaUqXQ0$h@-k7?w5up{wnJ!+j;%md{F3F;8 zVhhf)g8$6GsJW=E1$etrUv6#pOZkIAYwsf(^rfcM9|VGpAR7Q0AcYP_jsL_vIDAw6 zC=|v!@tK_1JiywwANRZ|-~Q>C19~kZQQAuYqP}bLsbs4jvg_kjW#vx#yR65L+fr47 zcQ^ahdw?Nqq22P=IFE#INM2}=)g9r9W>Zngp>Qf8`rroR-*RGR&P0yHzGYKhrIo=w4^`r^VGH9kBK z@L#h(y_@`Avb9m0E;TQPA6aH!m9!x|_2;8{n~zHsDjGKT$~!!4(E&1qvUpWref+47 z)j<%Y%uCuEHphQ)*cLM_#+C>`xa6!JUpX?&Rc8V(d;MuEL@7*J4Cyi5tjdRnxYxYD z{x=l>Spx8?cr`|)@2P2?nVxqc{IBI@6%Eg8t?6I+$K^_niuLJ&&f{ z%SQ#T98x*}ewIeO8>axU0on%U>G;_fhxPCowV@|P4U*#>PyT#fC!9rl&@6IVLm1Sgk)Sk~gDO!MwsN;SzRKFlg0!K&bI31l z!;_E+F)+}Wj#fOxuq|LG5~o4EPHh!MyE6_UC^(rUV?d#tEU^}dO5I}IIN?RWjngAV zb!wx(o_9wia#R%Fb>?#izSYNP;98IKWtKs)OlH3sZJ@5EL_ILD$}SDc165@+QB+?H z4=`=EH(Y3$;QNNt-yWmZzWw_b$P^B{-j^>;|*2IWr3=u$XOC+d07PcJbL)BzSpU;slQJQH5q+5rgJVT zSNdMbj=a-|0sLb@((&UV6e%YN=03^dYPjB**YxS1xCtuTYWGp-;q5a!KC{?nUBfM? z{mB0PiwV*W$QWgSAF;7qmtmGC5Y?QAo%1iQrT%!})PehgwT?_{)Ay;IIf-892! zPuS?*;}U`4ZGIjVT6^jNZww&q;V==!Y^M-p(7~b3QrDl5Drge*u%hp{)XG60zBBp^ z#5$YltJhlf)w_31LFWMfgcA&KjLY}Jtg8~+EV-FxPEHP+A$BPD=Ede7pL^&{4aW)N zsq~?uwSxU@Z2Il{_j~LZ1#9dEga$MiA2`MZWfvz|kfn;am3!*q+$g+(AtCjtKg_%` z-8x>M_0tRtm>Lv7x$cIB7lGx`((N=)rVLn!ZnJnhWbKtGQo4pUrFV4m=1FWt8@n@f z|J_NsV~Rj}kjK4x|2~M@xD?XV_L9dye$=P!kLv{P$}8)MI15Ijy|NG7CJv8`6`j~= z=EH<0Yk4kh9=3lHOPP)6iMWB3lA9^wH8RuH)CGc?GiQzfF%u`kw<;m-dAhD(G^ogT zh1xxF2<6K51lerO#&a)W88Ez}S1{O{yB70zp!ornN&B=7%dY35yYTQjAHTwQoO4gD z^fUMV(538lKOTtml1X>Ri6$vJF|oBjP&co8K@M1)yzn(Z08m%Z%6 z9g6(lbA#TqN!(^y{Z4pyN@x3;kn6&2g{%>3h+kyr*Zj>GOTq)cND10=^Wx=XlMb#X}mvZ7M{EmefSQovcFnebEA z;lo9SwRdE|v6|*PMEDF7Bij!#qX;9_uIc)Q`q2o-kT%r({Is14)w*4~Qhs=9p?%{` zsmG7|gIJ=nopU1O%so;x&=9L{k@%UI3u@`ai`tbpOExikPuAk8SZZAq>mE!^O~+_2 z1QYh1VQ_*WUWR^ z4ja)V@hnSM&n{sDD+Qk@^LX3$GiG^&*32p0cYgKV)apG^8vtf zAOtERa4qTI;VUgKbn<{(l^`SQAD!QPHFOPVU?XcA#~!U!3op-TTgwF}Xq|jmnx2g0 zYks{R4;IrMrITr&w_yBhbr%qlPJTgO2uFJi`cLQX1Aowj< zZCgkxU9XwJo>S9rJZsja=BkL&$jKmm<;1#5JIR;;Js#C~oY!L5=`kfNU^bxw7rHRO zE99&oEW#Y8h|HyXyIi^60`IOl&7Pc*J4cJ3&_e=eAzllt@5 z>@&ROf`da}A$nZU^AlKO`O>&WR}A|09XDY@Gbv7J;$Q$f(DHDfEGkCXxRvZTQ7ZLF ztIu58taiv+RPNV8vzhmCqRATp$SYULS}*DjJDfmI@0b-lcr(L2Ej@i4o(Z*V0FQWJ zn5qNSlO|5|aIRoBOu7EM(r~Nk*EtKV-MbrDn{9Ex3jA{>&ZG7u^g{Xv(4$DG7#DJ) ziq~0K3V+5gwNaGk*SzZDR-j)Js{}Zu1YiTaNdD4oV#sYu}dfPNyd|WQ=^Ggx=+5eL}q)1~9 zfEL*tfnr?XHRt#N%N9I&k|O~A6G>7uS+srIHfsdtN0=C{nw9fPevg8lmWN8lkC$hKsu-oURY&yU8 zQ%7dySCl_OnHX)AK!mV>r*}y1b?43S<9EA0BQ^)t;8ffKCq)%n0vX@-4*swkUn@e&|CHjLuZLEXUaxu`FxNfOsZzaTj!9^PmfyYpPAQ7a(pV0d1$^TpWPd(5AD!~l3! z1~hK-(vKgZJ>BMjfdfTth+q(1qVZ`i9oD4k(ktLq19NF)ofgyq<78b<+&VIIi7L_7Nl5`tJclZ4cgY_?rVQkbXwyE#6-Xr(sP05Y=(0IktWg%@; zl|@vG(m~LK#Rw&cF=+oU`l}`wr5Bj&M_xXPt*o>rIl#tGSBYqsK23!q_V}@MktBm! za1SLEU7PKm&}byko&Q=gd)r`w5N5C>Rl~*8a|F?-5(%`nfdh}a4J}#5pCV)ds9~KD z<=$=={ydq_QD`oHYqXC|Ae}`9q~k{%z*anbkM+77{N%1a_t?ox+i1{8KyL>dwV7Z3 zQFI;)VHCk-7_3W}BPBEkd7cl&qP$)1W%CwCehg!RQ-;rB3X`2^%+3_LlzodS_zJEQ z-I?u}N}4M;G)Y4NC1F-Pk$RTa_FaagBDT+WkSB3@v%RSa6CI^Bi>=Vy6t8t0+V!zj zV0dOWC9$^&MJJQuD@jUxuS`aFKo&nuD%9X*MV%1anKNf01k3QaOF^XVFCi5NO+X6U zTjkXQI04kcNpxFnfHiMY7g}1|t|q_F$By3MkM;YD;vM73%QKLbl8WH?#Gu<8*MxRU z{}}e~pIT%-19Kdg($h{o+HN;#x&;&gHbz#%$vDV~fVElE{1r!fD^o@3rw$l1Xe|r> zwfQ?xDOvBv+U3hd=BhRkC9raC>33);xDRsw)s?1)$Y%KyZ*sbCjm~r1Vh3j3m4Qjl;87Byne$=@8L*HIN7Mz##RLIs2w;u za%Pi~ocF(R;#+_eU7u)0426%#&;rg?u$u+xYOqA#kY0t@KbyuZ?)dS$1%9Xv2p7Ze z(HL$a-n!@0b1^83Xn~ir%1ekr=4`q_`JSoQC-#d>8`2N-n(EFLSLeWKxXobUuq=@< zq?l}?gtj9dA&-D|V5iLi13`roVA@C7lRG!y_(12Yz4KGS>2TV#Oc7B%;yAv(AhVVG z@9lD#d#afNE@#2Ud(TYFe@w|k@o{PmyLE&5%&FyZUIIbl($9g2_Drl^R(xfvRSz@n z)(^Uou77`WiEp-U?!VO|z&l#f4yeGY)2um=iZ$w0AT^i`+>McfW8CS;8IdSJFz~by z0V`vtcONl-H#w<|@rHAo(b1f$y2v@_D!)$gC1!FvFPk_F5jHq&X!K!~fx3Cie|AjX z$FGB1@Iv$46DNyJ@-FR>up+`V#Q7ok>(7};_p>0}3H{Kr^AYB-!QxNHjGAHX_xp*~ zD)GtFTgQejS!(w4^GhR@?Z+n@?%TCXk(nlGQad#94!qp5@fMX0|D#wRhc;p`$+~+t zr0?g``vLJv_qYu?SjSaj24vIWl<$~pD8u=DLqzQvZ!LL{+`3k6CiROHif{7_gROAd z7?c$0zS#hwCQAXnws~mxt7B;Z%qN3vQ#jl$gn!u-)vWuyr9PXT9h`*BiL*Oa1d#L6 z65)|!&qV&eu-{u$=Dypaq#(vGlz5;DgW13hjB%ZU_q8Nbsg{6QDdr5G_-wDYUEMK* z52CZtzCSfJ^fo>^3lA^D!>P7m!=L`S?+BU9M401V@-F)e4^c*NMI0TmXr#28_inC@`IGob?Zo>F=b z^oe^Wt9GWn(Q*5$lG$}|A_g`XULKc(H;P*T>8J^-L!?&%>XK!R*h5XR4j`Gk;cXC9emp@Lr_GrYgw*9{a{&EoHEq7Md+oxAim2DQ(+C+<=x_6C@9)4*woJSZ za04g*kZq$#PK6xj4Es{j&Q8KXO7TWu#STEPH*en#3!JCq>N6e6v8rov^1bs187LW6 z)-->TKFuV2Eb6FuL@;!5*;1o;VQEWC!OU-uMfc|mj!)kffApvtu(8kwdL!&Fd2HcQ zHk&l*s7XxP)I!GoisV&mXeKcTq-gvYA>su7blZ0m_#+8-$EB`WyH;)}&wc;U_+-OY zk}=vCcryFw&-`$;^0#kg3$&oyShIb(hlgI#9yE2j{%G{l2Rj~wgH-IJ0L1A-&W4?F zR7bD3bj`j@X=cIqJY6YV!P>6kbOih4^SImm^27dDi3_{D%kAUP^7HJM z6cGTXpPe~+<0{1uf>>H6E}8o2nKv^D(tyt?WC4sigRd-Ji(%)KHf^%FE+of~bTwnf zaxsWP1V3FRnW%l*65^rAZRmkXEVX;!nS_*-;2mDM0gyQ%RLqPQFFI)j`Ryt1tzC9I zzPiB0runZYF0Gxvek+^w7#!&GHhwj(CgPT587-}vOZQTR0>m=(S&j^1uv$HM%TF=@ zGWieGKPv^Neo70E)y?4?opI@?k z`GD`fRy}-~0GJLNacWTnI&osw{4_}S{eZ9J5 z+15V6ok7_ES!!zchcp*-fqlN1{VBm^Qc_ZqG4VEY#{gCtE$`F>TON0Yc!%{bL9j-* zsC;qWX4%S8n_E?U?CYPjFY~l51oTz}TSkTFh}ur>8$VM$6onnMHc&*VSA^2WecX*i zfd(X^N@-+U0G9=%yhU62~PAo_aB}aK9RJHvSvHn8>r14cA3Rn z4^ZxD+LX7#_VEV>iC^V=mx%}34+f zlv5@ih_>5NHTh5u#36?!>_0>P%$akVb?AH6m8HG?eP=OBkuoKs0QFDQdCF8?uI0OO z7Z`8GuZ7yh*}vXUcqp(=dtEMknQoVa3%96>;r=Od+vD@jPw!vdBt1Lg-s7Por&Rdf z2Hoz0?%x=w&!1IcHBW%V+fTGWs>E4FwFhG+$_S$ws5YCTZ>4`x{?g8;Cp;W)u|!%` z+*H3xG3NJFceng=lgY~V)@_(jO#*Y95Y~#P7I>#17J_TszbC6)=pBK&i)weKOYd1W6!s}Ev;pyAAZ_{*#k8WB} zDZ!F(S9f~HH|p3!UB$I|06OxUoQ=|p)G~oyB*UOpFPgLy1SJ5@z~BVP#^%V#ZooZK zdTCREc{_~ln11^7V8M8R3b`&UxI{aT^4Kg|LK-Rcswco7G`b}qj6M7JAI~sgG|xI# z5^QmrsGE#y(d$QviT+#d*C!47_s`*ZG3M}LO6sjRf8|F-d+CuBrSbAAG8hRJClTG0 zBLjN}RW4PxbJwl}rlNpEjhw|LGUvoE=(GYxo$_wX8M0cXmizIH^+7_Z#Wp$vtYyt2f7iiVFHE!AX` z(h%n}KxNL(aS$j%nby?ucQv5P?HHo3!qkbxoXae6$9ZinlY&%_796cs_B4zw{HIW7*<@T72>q}TLlb=6AS!f=wdVU9qswCQV8rCT|n1zcLy%rW^!URl!+zsR5 zLTHs8TwPTWfd02T9V8Nob0`VlD7jBvu7bWMU;y?!^IQh9b_w_g-#s%mK52vf#H-Sp zqv_>e#?0J)n($u2f$&C%HHy@JU%EyvlvBS$yk|2X@w9AvjkQh-7=)1Z){K!6Y@1NT zsiPQcd}rf&Cu2|U z-?A=6-}l{%wkUeIquF7$^_V>e)G;Z=c(Nishjub~kSZ<&BOuP#@}o=?v3&J7VY!FTV#`~uDRS$5Cj^OLdqM`dvrsu(ThI0nOtl#?2TSGNUB?C`z@DNVx> zVIsB%ckcYI@t&}-%+h5C7H^$8*?}*~3fVrg$ecU-6{vul;lXN_&vv5W%|?CsA2`aH zFSvhSKKGrz8E8i)yi)%De_8?ND>X2P3{gYa4Z!cS8aSij?OWDD%Uf$CTm0OsNSxCO^%YeYm_K1S~C&6ENs+7$pi zf50B;0rRFe9IZ1Rlm_rS9tf3&XG=rs<;v#UU)K~}O;b~wRC#$_sKEgh4OK;hwuArO zx#wwy*58^NCOr)F9yf5?z#bjR5t{JuY0Hxi6Wp#h-PYd8q>=W0qd&yxtV=cObH}{Z zkndxV_w+;H>+<=S9|XB{4X_WgV}g%dnI1m?*Q{SB{oV>Px}gtu?wikfpqTaU7QdyE zY%sYf9;YADZ>;s`&F`xXf5vXTdLujAP$#73=FOW9`N{e^Gv+?)dukx=*OLlf2r!#A zZJL1{U-Bi;Lf9GOl*uwwD`R0(b3`ZjGa4nYT8s(ZCPLX6f(N}2$*v^ppJ z?#$Iz1?y6{O!30V9)ryz$KTD!P{5^i$+Hi>4iu_THsQjb!FVxP2|ssJ~1MRv0Iu}?gv@&AQglIf$XpSmcRKY zxO>d-V8mCvq1DpW3Tht~&hJji0#3hrx*N7CHJA)!fxdTE%_t4ly7J>YkfI3C_UN>0 z+g4h0I!0Cf34HWRzRi7;=JkHvzaNr4aHIi74SSZjd9C(-kPq3TPgEhqQiB@xxZIoeR_xC?E8IRpowNXDa&hVldo5D6yms>|L=1uP1)P4% ze)}G~;}a7b15jTBS&PnQ*y!M|-a(OR8HKkAHA{4&k^mDI7iUqG!Q9HYBgSM-4N?Io zB2-{fv!G7}v@vwsazVjv{P=+Mq*M|SD92xkBruylUx!yz;ltw$yjEFMC;~t5j&f)D zkc(B()t1Zx#EEu$Jyb6QX=!V3=b&~YP#C+K%x}O;9vxCq?`4U~3I%W8nGtAh`VUB` zbOwAxw=F6DizjBgcSR@dE(p<6w4JFfRNlOf zjj4OFVTYudU@aFuM=n~~LO@oAY(BBQ>OGp-sv$xL!{VG-qxAgVAE&4}M|&#s=wfoRvu@l_Msvl~Z2}4{CfYP#8icfKI4fZeGqwMs ziDNX99X52j@`{V98{vu{019FdUhb_x?aY5{1yjWzV!~C&pm5STudSx(0F<3jX1IXQc>XadMOLnr$Q*f@IwUq^1PZa6!xtRa<=IVf~sgTgAqgDm0s>%vNX2f;1D6A3e*W z%s~nghr)=VTD+vECRU^IG-9m|R{{O-{iNg1T~0VyWsO?{v(5r?nxCh`w|3{6u^nL1 z?l?Rc)Az~gksSstGM+kh=bqGpxDp^l6!;70Fa5Wh(&ER;dVbAviOW+VS#Gm!pMOs3 z@B#CYCr6%P_`W7z*41?zo!F_2PqAl|zGO|?hkgh;Oz0hgRwUv|qo19uFl4Tu^!?z= z*_<}1CJDUX5?dn)BN9VJJ9xWS;uFu0PX_{zrZxA(h(DfqEe@ax)wf5}{e*sjv`75x zGxf;yPi>DJT7^vm5DRGa>*qRHOSAxGd)f>Z28|JGl1bpj!#8S0OEha%HrIT^8HdG_ z_WM))d(@Hzx|t_EtHy9s{YK8f$&h7|Rzhslm_Hu}p@UTw|M`OlPU}^19QC<&^umRX zz_`Pi`C-p?g2|iGxloT6MK2fdhP%yVwAUFCkw^RSS0&7|oJ-I&gqLgq)ja8$1#ZBtkVAP`fw+&*#O6>wG+MBI^vh;=IzbQ@{PRx;Etlb` zqe)K3soTu23v~3iTu2$tt=;3qWSuuuABnpYt@hCP`3ZI^;l`<(c1&I~Bjxa66A<+T z^VeJoqUoV9AjNAB1s%>9{)!zt^EP2FAbVc4&g9^`=8fdpG~6etT!HlyZfV}nj#(@swnhG$kB?;I&IqA_Yrx)_%Gv( zJTu)Bc1rKA&l@|OWCwFDe{hgcvSLM-hXF|5J(KS969urQGGJ)!NWX#Bi=n(XPt~7E z^?Qi&hqgPIFxmOj8Kpkl?xlaa;mh;qjt}WF_U@m4?#CwGIu7J`%6LlW)o%~R*L=%9 z;a#^L!S^Yxf77lV!uU4j8G(0-ph4y76!C{9olyAK)GChp)#3Ty5jfM8+Ag=bEq{@DZ9 z9Ot&6vmLM?tFdy}gc_^829-;Db$ouWH%--_%BwpOt`6LF=t_+LC_D>a`Cp_(7sU|F ziyvp{)T*=L))*gLd|z$=AA>8h{aG+|Y@KM1goOk1Yd?DZU>xM3;o*LWyh-ih4AqhVXdc6chui!{BlqS{u=)h z?GA2@;7%j7$fu*BN6y6?Co9f)z{{x_Jtp1UazQ-+5cKDB=6)vk8{8_ODs2)I6XUp7 zxVi)^=g_M_01I?Vq9mndJXfS31ftVfbpYd1#-F;)cI!d%Tz^6Y#gHk5makM5=U2MFq3i@oX>Cl+yW=VwP z4+y(D>$Sz+&Z3nBoRo0`Xz4*PxBxSA6A}wO^eg!D=rtBZn|=F<=zQpdN|~pKX1Mgv zLq12DigWt)?75lr3JSMG!l4swB~vuYQQQF~m6iER$J)=GyG?YbR1i^QqWZYqZE?rE zn9#pA{q;Z2>hX0)q&v9BHy!{8xxI+%4GIs|@`*@V*0WW0MPHwqU*>6&GUHM_B8Iuy@m`w?{*d9YeYsrYi3 z@I)g!b!rQ4_#ALX&u?n-xaq3Jyg*BI=I4AqD(KoM7U}F1HK%E7yYhb!C5WDbIeL&GK&~b&hEw$; z53{#d9oEZ%_gB=MBiDXx3YEvp#Q#bCn$V#UEjqba6+=p} zVKM)V96r%w zhmKKOPX4Gc$KR{cPphZYSHBUM6D{B49{YV34Z2k7hHt`=E^XFg*lK$usXhDkv*7j-Z3|xp z7;e^-AGpMC?;9b(@O?BIWOW)vwf6$|n_-F{Ccb41i`KlzizT#l+By`)sISWNV_Srj z;zVmoH`6wp#SyRISp=TW>l)1=#ad;1t7Y9~f?Zm{?Y&ku)rcQBe)ppN&~&Z;7ctFA zqa)(E4;b_NO)Fs^&`mCkj)Z^70FfqGx(Vr+bjv*RS3n-4E(&?Vg(4E)%Bu~{K|W>; zH4}X(y@3!if{9Cm1;m4UGA6E$+!f&7Er?5GN)yVTIe(g+-SIg6A&kDrB2E}%TRnBd z=osvP1-OMr$9Z%B8f#~`-9CON=xT0$v($tHM@m`h4r5&kKj5ff7y%b;Xw8V0GH6J_TXXIoSjPIiVX=(`=OZd!*uTgAl{(-`h^nj8Z=SXi5(IkZa z^*=h%R@tW%-m56yIdHUiTwZapy~#THqk_xw9?;}3Sh&zn-Z}I-kfkoWUv}3{GqZX9 z@W(TN5sxuhN6*NvI|gx8)4;53OQ*FU9;63u1$$zD*jJ2x3y8cBp0%6tl7#s3n?dCt zjc)~UbsIcAPHdJ{W$Wa;$67(=sx`K_JN$TN`8i4-hQ0;9IYAN<9`A0f`z|b_Aps=K zfcK5MuDHMAaBUV}BkEu{e*rbg0HL^pJDA8H06C_P9)pmMq8t2ABNy~?SrAff)>d*(NLRg)yBD>LKh#SW{wHcOEIbHCS(wVV#es2} zA2XV)`3XHkIOolY_nEkZFf|BmBYAQ-%CY*8KcP%d!{*ez`%C%KkcXo#YaN;WFf@XX zvo-&=budp|iaG)v*oaErULV%VaJ3E~L-9ZMij;ygk;}S_Ci_ZVXXNP#VYvr=lE~tg zSIz5cyp#5yv&g<6XwddaPerP@7+lefa(le_bea+DH47XpxX9%fMuzkPf|z!`*YFS< z%~s1)!3Km9U35DtQ*qt;$)^*6wxgD8qN^S7d^!(DilSQ+VuB(@IAdhvMJP`?oEO=M z&+|*53E)hR8uc$hs-6KoX(M zYeo+g^YqxLH~Aarx6WLdY4^NeZKPMKoYp6KDR*J2TD$At4om&q$-if#sA+I7MBTYm1!{JHFH8|xB`T;T4 z02+$;6D=jxEZ7{Ei3MTg*ii7Ac-MX%kK@#|$L?2Xf<|fC)YmUAcdY9-m8(TmRJ^}g z6$^XpzD4}`PBM+-iAkiF$1b=PKBwDpq#x6!PxnEIF2N~%P5{dd=Cv={P&u0J#SEw& z5sBl=;qQkZPEIz4iC^~5o=y25A{&#K(S&<^`KndohOr24pE>cZ_THSOuC7s!JESY! zxx0Ilih>9+7cX9XqJmh9PUc<1Otouh>3JH1j0%bmt`9nWGKa^6tHl=xLkjY6R@q-z zS9y1$!r``>cd~DhObn|%5Fie3O5C(>=~r}c4~Ri=@REQUkC$t8{e)Hi_)_{R8YC7a z1~b1VP#;y-#uZ;hN(9g?e_w=9EiER8wVH9FE;Y0jAU17ris`T!7gQct^_Zw=pWNQhM3hG>&WL|vcE5y)tD|e#ho|J9@{4Q`RcY88Yq$Lb)`hoxBvQlu@W%35u*ru zO;5VDnLEb#V&iEtLvVAa9E?44sonM)5{J&PEpkBMdf7A$rLZXRI`b33B&ne-xhlnI zEIMuD{Wg<~KHYPA?}(XJ4813vwp`dM!AB%Zzv*jvXT-|Y3x;!_NY?-NwJ0OMEku>47RqF^6RN}!o#`(&0ZO}Iej6aj51rxxlu%98 z)C4El#ydCU`PwT0S_Fmp$jd)|r0V)&(0$<}aC_au=3V|JuOXW!xd0KS;SP{Og@>0n zfEo4ue9+AOzV+{EtL_-c-2;U1&F|0qAw*4PLNbCrThIx!WNYp$|1@-N`&gOuWW+Aj zE7OnlR1i=C_>^fv6~JKDMB~^7UK)wtB@gU1wno`}$%W-%^r5v}H3+vQ8de%y*uYFU zmlZWXmf*dKi5x-mexsZYU7srTef9D;_cVV`{$vrmY?6_|^gr{jZ0x}O-7wq80DD81 zu3>>ses)goHkEc(L@^K%vH+V~&6l3zN`1{zE{hUz(b9tR0KP&6q}|yj_bOKvQ%8!g zJ+ppDrx7C5W^n4X8BYh81mvRkSz;_KqUMb+FQ2B5FaeI&m4^U>bs&2vmX#vX0ET>Lg7COp{??ZzbYr4N$6VXEMp}J$N{kItpjZt6i@u*8 z5AKL_`Q{JxcZuFa^$;F3g4j#x^0my-KwD6B(xP=|Fy zMUHn9=nKy!1@afMqjQWU@)YUMm$jdmoJkH1A&#*TpRbHAbPPBp=;Ye`*wxXD>z)Tx z0`h!!a_kd&e*zzF_Z}j9xiO7OKotTi2k)4;%-8V(=imAz&*781DtFL4F_w8G@ zM442S0UCdSwUu|zO`zHdUjmw$5WQ8y>rm2@qW1ik6GYw!ceTa|Z1o0VwzpQj;m=7x z1Rwc{j8r}8FnP{0@I$B0Io#a(ZS9f6hei6nX7mA*HeS^dRKrNfr#tP{3-mxK-^1y6 z>6GYr#S@3@SYS8s5){2TVwGMs9~_dxlv<)YY^JwO!?I;g%aCK?F$e+Cb$hbAasMds;c z#WBjOSKpP6L8$)--M(Y-d=2M&OFjywrC=SSS+Brjj8hV?-#+SZXY=xP9sZYCbe45F61)!<+MNpj^ z4(}N1sohLdx8&1SV~5K<`e08T4p1iGPZo*;Rz1w1JCM!?0W`SBG z*l|K(EC{G}2xwT=#IxYXrhk8`UwT^iy{c*)gHrowS#pp0MmD;>dzRjtJrr%GHxRLN zb6>E;yWm!#V{tKm1YgzY(sErjRn_Gv;TKhHo2%95mi^e#KWV`)84mdUc@Q4zZ0Ss( z8_(>Ws8dB#AX1u?1f4s&e@c8?M0JZIN`f~6Kg9MhyN6dOxFX&1Nd|2D^)W490%2r@ z2$7=VP~bYzbtnqoaZGcA#oyglt{gXfyWL~$MT}4SOlQeiSLqZFhVA^)4 z=oW+jup~u`5S(9#S;gzj&T-M~@U;cW>;IqvcfELS=>&K1sykwH!X`C$x6yfxu(9wm zqLr066+JV5`AV`YxiJ3Qs{H2xBSBeTDh#za}$PU0v;A6dh$7x^fJN2%&Mv=eNoJ;eu zS9sAi0DksUtw1wo@pukVvz$AHUw$_@Hp01ET$s!2z~HoFsD_kJ%r((EZ_;`dwKlrx zVty3$$!FIcg3{h{`u?Gl@GjIdYuklRXMtC=i& zK=Oq+AGpC;`MnGNrHe67^ev~JBzzCX$-wfjh0e}jbNzc!GQ*(mxb~86ecn`+m#ExS z^UG%wNZ3}3OU700d(%vnh{1?5)4v*kY>7QQu|H6v*>I7|UIqjMgm+0B4UEv50&UeU zj{cE{%6Q-l1_+T5NQWybB9NCQD-P!5P5CDJR2V5m6TPSL3&8A=R3bRtqnc|p0+w0` zY@;~-jBuRD(Y(vw@8Q}Ut$3(~Yn%f{l?tYdiQNipEYg(T*JCu-c?et2n5^y>pwR()2Z;|x?8aMh5p92S5 zVoqTiiavyF3t#NX0LAY_W@lbr%I;eqew-Y`s&Awf_5GVT3^qzTbEYjrA23xPwb}I} zXxkQ0JVf&L3?tnl;Z83MHlA;>6>EV{=X~&5Y4j!$Gn+yevi_B#LCVB0s|wq zn!OFgJ0()DgFX7rY4_e=LQ>I=ORya>G(|s6#Ih%MyOnVZ?2wSmjEbFcF)Fyn?aOuOs^5+>LIRJkulF? zj7XhP(CzqOe9Ogn+V8DMF^UE*ORF_?ckjDY(R8P~r8m+bS-bp{IOkT04Pb=PwwGx< zc(4Q6*<}&3sjljYs?QGvHZlDiW*Qpv;rS5ru6$_UPE~53(x30*=Vs7Iv3`Th0e&vRX{FZvUA%Frb`}*u@UhJU}wGZa^ zZ*0`FE1F$gfAW@fSN~$V+g~+f`l0u5PW&}8x^HJDS9T%=Oy=i1TD@BLx5;|EYgJ!V zN1%4MTPEhmBN?LebctR`@Xg{!N7^ugdnWBcAG$Ef>sv8?oUuQus=mHI6swrLYOS~( zMH5f+u5i@|-E!v#=jDh|u-jx?LPnzRdF*iB)(O$TSV;qqnDA6<@Qis!*S zR6PssdJgtz^kMFi4W6DSPrbs45Uf3{Ia1}z)kRKQCej<>zuk^qp%WxgHUh4_eS00h z`r!G)4Yd4zP&1C?S&6NJjvuXvC zw?#mZq~{<@AWuZXLOPf~%mzjj&YNL9q3;_;!)P7y9OORPdOLa8OP=RIBaxWWXEN58 z9P{MQ+omnr;iL2JqDT;mE{dGwcFgEM$MpUJvdRj)go{Z6n(2V?s4dw2#@#HgK6ldu zZ)sP>X7Ti7H{lsK@_JZRAJ^v%DOzl@KJFjiwaiGDzCI6q`JrL*%_Ca6#+#*=V`CO*Vrl#bryE@qQ<{ ztEk?x1>$8l>+!EAbk}NIVAEv1#Li-WltD-!3;=I9^gKG>V9mH9Asm8jb^E4Z%!wegVfyf?btC5VI9k!&V%Qq8 zq=jpN(SRrlA3r75Xx)_f#!I-UCCa%%ML{$=@HlTxt?;HOLVV|tx5KavFeoRDkZt>M_DoX%`8zaYZakPbt*L1 zibUB+Zlh92Dsx#VF_Df-ZjlgD|L5EG_jq{l=<%q|`JT_`eR;iKuh*NwhV%wodQETq zA-}7(m>(?5mNI8t|48d*x8+oxdEvyuD?bxD#Nku`A0o`wIFmOaSE<#Cv>(l#)^fwx z`Bv}NPYYcm73~&u7H&m)TAG61GT^SK41&pfB1L|-!gi@qP0z2IBXxiJV$D&r*}gd| zjp;-lS=vB&lC+QV{{x?9ibcOSPUwtr-ZT? zx*pEDE{2gCpEwy9PIq;Tb)D`F^muk(|2+dOjEs!BoXVmZnp?HcKtzK3>M@0JzxGXQ zjkv3ue5|+~(e`c#F`RzC1F?VyA|rDYMY23{;NQAGxZA$;ShQ!r(6+qbx=xg|{iCX; zK5DLt+W0i7=Kvcem7;V66dIb;)C6W=YMd3jDbhZhR9aH9dc$h3`z>55nI@e$@s&Jv zn2KU8!hu;OQGRUHaql#m^p6*PG+()1lVq_gI(}{UFrV+8AF*#I1ktC+V8Om+nbE-; zd%G3ksZu?PNmQr!x&ePH$bR=XWcH;P462HI)d`%x!DBZUjA(k}k@}SZMq6IW z;-JbdW*=G3{X7NtWN<804xPxJQ*->=nY^tJpMdC%3?ODwkP<|Y22yWNfklgR&%kYe zJgQCKq>1;1{Q-dUKd_CLN5gcoaXj!W8~8d1-~DzAp#y?ktek>_fq_& zK~?5#((5jVoZ;>}x0}ALJpj^0XGxHfY8pUU2uetZWgFwEB=WC{i>uq`(01fkD%_0|b3z2+hdE8f@2fmv2ZNrc#bRaYq{)!0_wF4^ zX5_$KG)KNrjMC|1*QPC9a)fxsb3i<3gyNVqFR}YC=823Y1Hcy~$uV_|0@eFkQ}#>T z4ZeJGMaM1|vmqZ!>$l5=rdSY9Lg#9(koOyN^z3JB{F8enm4|Qk*ABV|$Z+i^UfB<|_IoeiB0sZi z!p2%5g{T#wbtT=!NeDDlfJHC|Ci`IEzf=u~^a?M)7?!D$v9)zlT<6h8$FNmuvAz!@ zXQsyRD1LnTa5B@yDe1|6j%n2EstBA9W*SY z0SpjwjP#cVwIr7hGBjXl(H-UWZFhcW){KR~xtZ1KaaY6+iR2+%9MY4hpSTs*{*VqD zF~KHPNPwnl$Fe?oTJ`udC2SfyZSBj*ZmB_^xOMC7l@36Y;`=wu??lVtPX3Js_hf#8 zb+h%Sch60s36ZNdr!4zk<*w`3r;D%zRxnm0jCx=wuE01@Y$K(ZVdCiUf$reQ8l#4H z2n2-cbj~^-t2HZ9Jrv zURge_U;tk;bculviq(t>mhr_!MHqVOH^NQgS2^=q1$7wy`R9gk7Gymaz2gRzT1k0E zHZjj&r5!11Yqud^ZN2#&ALko7%^1k9M$sxFr8PXT&~VVHXidMmy{*6Av5k*8bLZ=Z zi!}YRREXiYJ|Xnmz(6Nf;>IK;RoMOTD6AbLE!jDUvw#L#WwLAuz+Nqx<}Zn%S_P}G z`0YGEBS@=(G*en?KU20Kh@C3XcM{QIM~2VQG0@=IQugbdh@;2ux8%a#wm>msI(&Fy zep~B1EoPBMbW~cpJK1(9n*#BHR1w`?ZR2xYNXNU7YM_xZa8hcjCmA;eF5!WL2TiD# zOzrGaSr}bsGj{AYc_f3_Lcw?ETm)J20LCi=nTjQ98D;#Ck7Zp92`hn(0ZAYR8b;4a z2!}{V_qpR*Y*m?@c`uPV@sYJA2@PkPD24J^oY^& z9du`j@{}?&Vg1ZQ7h=?-M-M0F0rFm8U*-Idk+vbJQVYE}172jbN{z_Fo^Ou55(n0Z=wl-5Kn1A|xP;@WN_{OP zxh&AhR9_DmL0+`=h!L^8HqH~7d6hKp+&O(5kXQmhDXPn6xb7DmD7j3~7HMfz17AM8 zDn}3SGzkfXY`~)^i{Z|4ue#CRSWr|v9wWqhFFtjCaDK4;{*;+R3#P2aaS(iN98Iqp zF0GSX0a|vjQ`ZD-vuopc;P~0cw$CS9gP|A6konPsdnl68SKS_fy3Rc{w_5UadR>;s_1UYMukH6 zkc*Rp&z-w>$I;jJi8qVZkcISFT5n#}7;(BMf=t6`mG{)Cr9T%QIkJ(@_s;Fx_E>C` zF@1>z2;KyLZ4=(j)p=o7#~4)vhlN?t z&E(#kI^^ZC1*z1MD(|CDmo8s^u*bWQDUj7d?&!3H6U$ZfO{anf$pTywKKSpb42mOBvWtno z%DdksAiyL%8uhY#u4_jPG_mlrAY@H7M7r-+!F-j7#Eis@-Yx^bH!U+e3)z>*Am5aQ zSB7$)SnOAf)0#vm*-%UBuYioRBP+{=53!6S;SBc~^m10a+k8yAXM^QJa^ip!Ts%E3 z=*+o=vT7IBvAxnreioowve*kU0+e_zYam&R?ZhCrwEZXuF|r#KWOM23$#zqBEvfF_ z5wFYJHWrKe?KYF}^d6q_=Hx!*@VwWtw zr4o!`oG)jB1=tqM39eLDS~ps;E*Moy42rlUs9JJXdx3_dBs~4@cSKwI>WBAE!UELL zTP6XtefUe6lFSYu4Yx0u37dvVn1;fem&ZeNa&d{(8&9~=Q4Ad4y?XWaovpUb1WU;+ zu!GE)K^Mci#1g0%lzzZ?cZ#bRGW^nKx1;TYxkQo`qz z!<&(rnFKyVkU3qoY=%`=BGHcQY}e2HPPkLT5RC#Ze#722;UvHGN2#NwJqcvU3Lj^) z*m{$X4lYjA96#0|>4Pnu(972{L)N3YyYuLgn`}c?ju_pSqRd5<5ml8}zPuz0i4tl3 z3Y%uYB~i}p+XlUsqP|8AX%6$k&4<;yXLljmikg3u<{kAhu5Im^ZwlK4JX+X@2Vga9 zSI&p*iDLZh=$ykkZC|e~j4X^#neS~svaI!opc{Kj@~(M3pIqzlMEPpL`dyR4M`Yi3 z+JBPiF$&G!2CdmxFZL-YEg5v`OsvYc$F%_TM(7A&VvNz_L~qR7-!OhMGZ2XROwxrc zLud$wsw%Vz2GXB?wk>?x{8UtEWWV0f{w*yn=N{6|$Z<5Nxf0f4$w*^un|X~n-ORIn z%8ITkB0^!is3IbReX=+Yk-0^ktFW@^hwbI?pbArl44*gFG7^-TGyFv1Ps7nvC^lcU z+OcHYsjT*`qYfQ%Ik_diZTk2#DN(A(f+Ct;7O$V)KC;ivgmvqp5%Lq(b#8YI=K2j_ z%rJ}b@8dzT0*xTSNS4u}0#O8s)E^yn9Q!GIY<%XXI;4|4zdV16uER z$@arG-^$yy9>saa&Q|s`VQrnF_0@cUHbT+(cEJKqFu0O(!w2^%@GwqXMfcYWW}h4b zhRvSnKdN81d$wrYgYT?2xu-vFD9nz1wNL!aAOj?#hE0?kL6LOS``wN#>z>&MeWp)$ zg=GLa)-d`?z5mU^h*V*ks??=mP!}%Tr;NkI$Q8V%cex)U{}_m*xY?#Znf6uhM(-QSXC2OwdSbH&*>i@I&@|G!`=86vxu@6 zl_n)<_|E$qth#Qfdf7|*n=sw>QD*#Wjz%MR@nSP_g4A3=E+j=NTo;T78kS@aHy+}X zw*Bday?y`g`)p47E{`rXiwHvcMDs>QJINR}XmC;1qbvan^TAch?l>Zs zV)cCO_A%|jmIwK7kNlas!r-A{{=oLrSA>oG2VZCnQtE6JoFTfzwNFix{WnE+31PES zT4vPmX+CbK<8Q@wln<-lF$tQ0Iz1Lv>4DtbZ?~B~+DWCM+F=`U;z^yF5D*>aXwQDl ztoPs$rN|@X!B=m-Jn@SiAKu#(sKXKi^=e*4sv{#)&YTPMzVu3a=qF$5!bIl`)!cly z=>4k5=YNr0GiNy=?_~w_B+HQHDJ2f!%1~8JcUsF`yI$cP5Qx5wig9(g`MRF++)_?P z-J2`%Mi7%F;^xO%P!rNvNb;uMZR5s7v~CqSJfKf9RjK8JP%psNWXgh>idXwq%(+(J zVYXm@hqlFEDjQZu-otO)gQ3v`azQDwm$oP8^yGjZ?WFD`Pl`6}lCow){M!8;8eGTc wOoOsr^^{ACT}~8vpYAxEJs zh^J8It1MZBpICHkW56E^ERRVjEWyKRiS8}@ed(oBs+JVW>T~43c@d)Fh7`(nio}Vd z3U<%FH`+U$shOS`7!{DveQ06u58`0mk_fX1E@L^!!y{=?%?5^DLtJMmoD^Aus zo(VlFd0i`t_B1pm!|&;7Dc-6FZyvkr&P@L(850!V`-ZNwW!OnbsIRonxPPj);JCfI zvFW38n{MDL$YZabjn%xlZ}Us(bmqRzk6iQrzWbjZgU^@0ecJJ)RR5%ym|*7m-Me?Q zZr^^yJbU1VqGOs_qb{Gn_1B^`ixoSvKj`EW>v(9Z=713S3Unif!DC(jiA1-Ze#Y&+FRV=}J zrab#R)KzIc+^uNc*HBv?D&*BoqlUM%=s1tm8hCImq_~MQ%-cYrcm{2$v8_up4-~Ze z7If_Tvf{UIPa0Q8KV;U^*Egz5HjL8B$#imZ`r6wY!@z5F5kIjJpNdvbljc-URY*Ah z_G@eFi=8L$MA-D!F^D*&pJ^`f<2J5}kd2ZHy_21j)85t=ENI<*u_@c0&sjN6i!-S< z`tjpUrp>vUoNCDr^78TqJ4&fy_Ze7s>}ZYcdwYHP#;P=PZQP$!KtMp$*%wzu#=fq@ zwdiM+J+GdrH_s#E^FC12)uSf%sfcstvW;BP@9uADuD0e>i9fQEf#*SBU|@E3_R!Zy zGDbt+%1_J4q}98=y+a?Ro)$|!%gv3FV%DhUIPyKC*E)3-lTbu}uw#_elLLc;gK|fX zxCJ;3O5{wB_XyhdJv%cq_Or7mGCV+TdUCA2t1HrLw`A0XLXWycy}O}h_#LlV!y){q zg7<%vm6f%Oo-ITvMy<3d5ZE_ zcPp%96s)S?7Z6arzlFbgq_>`a!-g;>VF#9j2j!bxXL1B>zDH(7GzgK!#DoNoDy)t}1yM;n3dtG^$B$Vw&@mp`oEecVu|7{ZDDH*Ez~4?4UqZj#C;NY{!`Fk(eDYyB|8dCZEre z6`t!fX7%gGIZoBY6Ij?a6`_)}WW!4JYFliq6q8yx(a9gz-urRKk!vp~I4(LfnbhPm zVLCP56ZcfuF}2iXxSLk_IpM-^!D`V6tsDn|+-(R1Ob0OGyY}wiU%u~&)Qw`@15K_o z&i=jH&ciBqI17NvMlYR{tqnzFWPU463Qg~w8R+Az^+0@bxi z1~D#ubtzQxqRVaXR8zvk!Wc@Q@*YG8N^qXAk(`K9q;jNue9Bv56j&xQ@c|$AZi{*L zWk>#&nTeKbt5-ZK)=f68uZ|MNwG;)4=8<>`V8{-BqlT6Dh_u_k20k$q#>F$~b#F%L4f)r>0h}UcK7CbF|5^ ze=~ly&%acuv*_cS+v`^1W2K%QD%Y=XFY&w2t{ki4^3lPD*SMPJW1y%xjepm!fb+@(L*r7B9i0qOZL@ zbpM5Sr@W@8`d#b4ceb{ktMujlBIflmK$t3E*%9F|-0d*hXd5%0k(FhP&~jkKaWZ42 zmq}#h(#%vzvF>lu5AGZ4u#9XVHEqqwD%j9Q2ceA!!EJ?}ezhj44mJY=1E(b<$|bpTLQeaz zsWKYlS-xxR1s)F5L>>FDgolSKPJ~E2LO2+zH3%#&EG&$QL(aM2DXc$MTT@fhE&P7% zrcDtWwd{@}%&)p28z49^ouzpW~0N+aq=M*s-h9fg+|!zBSseQ`VJ1=FPdz zr%#`jJ9X+-qjhaa&ny2NgT0!ri&V@0pimlI7pRbxWwy25A{c9S;erK4G}?&gve?*I zwzENQAD;yCkKaAu-N^IN*PhkuJI*%x*X`d8zWdT z3E23x$rBS3^}YSw-BI`M-SgK7b!KH{^$K}?eR+MOS$|W*nW@^w9{*y7-MYF->FL6% zHHsmp)@0S+UC;V5Slp8hv0g+(BrSV&ZA$&R_3J~LT_(sfnbO@rjN$US^pQq7+Jz^Y0;eCT6`$R8$lhL3;D%%@&t0C)5EO@IDu?6wA%c zRq8GE=U4vOQEJ`(o_=bugnJy^vGRxl6uHLByMilcpvoaeq`etm*3tlE6w1QQceUABD^o@J2I z8<#izzI;hSbdPCe*!^6rochc?5@ZD+44FIPjxU+VF9LvyU&FwF8CsF`D!(qp*yqWU zNF@2J2?qxUHX$Jm?Bg0FGw*GSpn9fBpIu0pNk$_P8LXlSg*WnfYWM5q`ZP7UdiUl(ZiW$AMv`wAmABb({TpE8QkD&>2!-+%Z}H9p*9 zsUUNG8U5G({y2B{1xWtAsj=;dnD2{<;LMquaXZ%sK_%!V!bS28Wy?}Sbb zwwE~c=ZrE-2s;eLC&y`KRrm4aM$1ZJIDM>~_kZ`(a*zP*tuA`Ft5>>2@KTH0Dn>!8 zveNUEObu zw#`20HYt_GV)+gJ{8kWYf>mH@7sidZBTSS*UNI5l4jmwSt z*;%GOT!wtWFi$yAR|23#X0PflKiGSw>(w`|#ID{Zwc~_`)N?^aZKr|jHhm3|NW0B_8>uJ)J#XDw^0u(h_|?^g z4wD0gNYd<2r1o%XWvkp=#aMBdJ2wJPkeorp@A@^+MzH5;ZLG;P|p46vi;XPKxn#!VqgffegoX7Q@6pRj7%Q4B;xut+uo0IT*?$5i6aNQ7wN z(FRL4mG~fXQ<%v}aZe@&L8}PnNSQzphu)MLg%l&j6vIj}Gc&Wg_;c56`kP_^Cycr( zLIpAdkKb5P?!kDN$Fz=zQ!`VcwY7EGiWOCWtueSKK zS|}XuW!wK`Am4{cJvm=#iwPDxal(Dg+O_BH938hHgo%Zo_PO`!+Ttw+AD<<31qK9| zNd*YiM#zVIw03qHq-SMq*?ro3Ux3TF;f2@kOW$F%IGvSa)bt)pg_+DutlPTP#G6BP za8=)HYl4!-M|zDHELy~X*dvDhc+XRG`tudX~M zwI*9doIdN<<2vsFl5ED*-MD%4<^X1P6M6bWUtj%EA)raRM*zA-<^&mwx!bbJ~}~ z(3@Sk&$nhZCegEapIKWHpWRndlsSA)DBN^qAtm400>HC`C3W*b{e~J#gO~{`#MG_a z>C^G5X=cwE_)H=O+6t*yULIVFQR;3mCj7{u1Z2;in6xH24UGm<&JLHua&mH3V}p8B zzJh%`7GF=1Y9I!o)#sA)oqZxm8KHPb-D%aT& zrJoG4Oy;rU$LZIt3kK*pDK6gm-u`)GN2x!Giv#yJ?LUTfF?S0Lchg1P0ZC%k>=KJO zaeFNRH%f6@&wF3SHD+2@;?8K{GTW}ZyI;hW8#QHTpb!nswC-u@d_Rwpei%hgHE^nV zEw^^AQ#T?@-$pCXUlSAR&aywW*tK)B)ly9&fr>BIChBF{^gg|_kvq02$C1=$KrlyQ zpVvRZ&Mocp+cS@nKPB!qOh;}O!7CD^fgyq#AqpB@@}@@oJIVs%JVnM&AvO6hgMCny z5gKqGAMH0E`|?q={p<2mn2FaIK^~`HKh#H-uUh32G(Wmw0{}8m_MuFSnVZS}>pymQ z@0DSqXHz(ZbjF_evy{IXm`YLDaU?kz0Gx^#a{AP%c(rI=B=^Y3NOIA!S~*cwRSMH5 z*HT)nP$PzY`0zn}S`Z*RSaKmsE>oQa)w@hk`mw2}MuVM*sY?#vJjIU4_Wvf!O$_o%D_6`mmU+8D4x9y}TN1&Ih3_G)}HnM;9;rY?x zpKq_*s{jnMHB z4UiCSs6N@iS+5iO(AKH}G{fo4=`G?22z}Z48f)q4LqC635%;?yPU&ap+t|e0z@2TJ zu5DMt#DvXOX^HN*F3s*g+GRUe)Gb zs2peGtcZXrB^o;~{@xWqn4cglJF>TMV^6>Np*u%-F}fN&u_+6Nb4 zh}^Q;+xvIt&3EzOD!8G}#2+3l=@t9!qy8JpYWCb?zm`zdQlda%gd+*6q|Bhu_6lKB zj5_p^V|I8c><)NXQz`}7DqR@Ae{Rj_)-U}pR*Q=1 z2#2g)x6ZPvtg%rOp_T?PV41OVb~M}$A9q`Lvo6myuXN`irR5?r%Cee39LF>;es8{=#WV76 z)9Jiw#VX3*=}6v;vR!?FN)fNDtnA?EsPc&u3j&W3)}7K|dHM3?J9qEOTUaCpOCIIg zm47Vu_Wk>My0iOjdyVeO$DcE;sjpwZ-m1CE;$dw$`FQf+$Cb~07cTaf@7^(}Trxtn zl<6=W6+kPBIXSsi^WAYh&@o00=?Nq@AgKvtKHGZR!=oB=fNGQtq|c}FcJg-l z$8S=WOSA9ZeKN3YT%$Ph;{@+g*VV4W-|K$H9_L6JtG>1am23>k-v*lfvsW*U-y}%L zy0=adE3GIsuvjwBbX zQrO7%+Ti&Mmo=0nS}p)H?!AZm^A|U4Aw!># zkg#m!%AB4yyD_`s`sN8H1*?9|avw*BY}`asWt+gRf_>4`qk#Ydim4{G6RL6^ddimI zMd#0--)G57EGiBU5*>GjC)cNx-$$p@t3&I{zG0n2-^1`fdS5{Vz zL5*NkPl8~!y(K-%*(1nkZ1Q3EkPzZfDra>Hp!@-j2?gvx*-1!spoS_^1B`=hzkc&( zy|CCE!Om$dCN53|wDk&6P0}wm;Zt`(Nh(<}9Oq`H6qe!jwbEaFV7u9wK%h^g%R z_MOGR(+~#?EBOTl)$lYV>~j8Qr(jSDEZ_*1Em?9F_zuX_EUm+puo{`R{ag}v?%hj{ z8hh7sz`vAlRH&zE5>cQVr4Zqc>>VAcK}F;z0_#)Zib?^5 zeWaI{S5^GE<0+=~N`Bnh)c|qp0WN@7)oE5qDS>7U8nj(rBDteZ(gf} zKg96 z$(Kke#<-}uT<5I8uf>*0^)cXDNo4^3%3*q}Q!(^3eM#!GXlLJN&!T}!-Xq8|9=53h zI_5QR65=(jQ`o|1^67W^M#VdWxL4NDct&IiR3T9aze%N3um>A-O|-VcVKmO}$MwcIV@5Bt48iCSE99 zl`~Rj{Pcj{ozNI?H013eH_tD zN$TR=`g~>$5jl>dQK&olwk@~_{e$qP_=(Zf_%PqZ2uNJEY_AXyqbDndWi>N6u{#;~ z&7LW$V_~&_`SKD8{~{_XrQm$>!nM0kU&JqzCZw>CQ8*GYNYQS$#I?n%m9SGvlR#Z! zAuQY#PuYtK%KPENhi%ii_ot$+xtQTFlIa28ae<`VR?Gtnl97>Nh$u*m{LPbE zr;emd@Mp#}eLjCea}wD2>eVa02~>P)*Nw^kL}jZ09irq^hUcI+4e-fryji1TmnptikzCNRmM4Ctny@8vgDCXx_o)FlR-=HR8UD6g0_AO)>sxs+UoV(O5_(D_f}-QTHcEe9%fP_aHGXwyL^s7?IIE^Fq{ER&ODL|>!Q42WqGDhZb<&t~rJ?HyuTpDGXpg^7}XdFRfZgcW-G?j0oSuLr90 z=Rb2lw+YFlc!b>Jn6o`Bz(|{v93#l#na+?^wJ$0Xfw*q@SCbj^RhTm6UL{LNR zMRi*QaRf+S4kS!sj%bp8sobMIXR4q#khj6zRHA52u^Tu)Ha>0yd}Qm?ZypL|f{42& zCee^`j8$3k0JiwFZL*c8$Cyrti5a1KCE@h6A6HD+8UH8%C?fs>Ekh_4B$|$Vm{hUP zY~s#;xFo)1h)X;D`?s~647; zR0zmgV?-~M-f7H{t~1kw6Wk;HECTU^9WR)ko+h*wNq`6mYK(iK4b-QZ*I;?4IE`7D zHl)jfdm_LImB2Y#8nTsIwq3%F)!Smhy^_U!<|$7(8F%2gI!%?y67D>OKoRF502lSJ z$BPy&Y~;z0k`2BAH6{cr&In_rmT479gjYh^f@PD1woxjarF{1(ln3M1*VnO5%8@v% zp^$*w#2+Vd3AR?T{=;Q`cG%z52#MTh{Q1s6!BYTo2Si*CsR1lBDJ#>QO-V5Mv3=j> z+Lfb}zE9OL>O^;jtlD68=B4_uBy_FLBoSqc?i|%6Lj1oRe^Cu;0#^5aY0VF23D3JZ zkK(3&*y8K0MfbJ@xjD=mWX}(LV#(Gnb?0NOD0TnTI~Ep}qVjejx?cwy3Ov`STvCHf z-d&p#PP5`QXzS<@vzx69j-Z&hD!*$h+3*yK({;MpKPl4p3B64o|NOg?4G)c9zI;je zaWJ{S)rT^-l4s{1-vfpn)yipUX`8=^8HjJzR-4H)+-@pVyWPg-V&mZWP~N_M6T#4BXfCh?J5KhtcPUw`0?Z5X+l7N=B-LGRz`)f%a2-c z?VSl96?F|En1dyYA0k*#39JEQ1yIsKxKGqti%_-2Bq#GsrS|e`O6Pt5CYRXmQz*$B zRh@3IqZ)3Ap|0>iI8hV@9fl&Hq$>s;nWq?|rf6E1EE_KU9JEY8mf%g4INTEr?|W|; z+TQ)K)AsATtcUeXZ=TK;q>S@6JW~=AyTKK%?W^wQ-yr|>_iILk*(Jt+|b_I z)%xwg_sl5j=+{Gp@dVLAk97xNr-nOD>qB)M%$!=4S77jOLz zp8bx8hf;u$JweY|tv<{Id?ExS8EVJtTw&n3xE=BpDv_?@y@6HOem+2tZ46u*=|Q>9 z6M*vP2SJkn1r6c%Fi`wVjWYlT7zO?pdx=FxMrPr{g{aQ-)$ndmVaA}vdu$bWdHm+8 z*@^}BAvKRAL@3<51UL~NP=lbNFu=Un!Nq1vXff*iD13JB*+ZCYhr!~#?NFwF{J4Zy z5|HW@0s{@z62M-`Yds^Q>G03{iQU-=xvl{};r1X-2I5p95E-cfs_1Le#w_6dm0J&; z#h!lz#Ta&oIN)i_vP)t&Kj1e$Zn(F;rtfk^MTIxFwg^3^T2;s9cVH|aVIeY+I|fP} zezkbpXJ_p>e-kdBl^8n^wY;fRs(x93DXsr|ZBln_Quv+qtUDq73xkt>DqyLfT9bhp z0nXQ0xNQ9caMkat%Albd+X4lxPeW%qi%>*{ z08gx|0y{`)dG&e;NB%4Q50779#jx(&c?^|GwqdhttSc{M-uq0#YQ*A!wMuMD7-K`Q zm_+z>`PI4@Ag^)g@qg%FX|7JurOBh9CqSLZPT-OuPwa69326k}3W7QkyNs2OPsyta zq-)7E3aNz28RW+I*s3TDlyr20z%4^j5skF%Z-OB}KK058(C;Lp5UJAvE-Zp+vCSkh znPQ1pj-;13w0hO5j|0Pc{8Rhb*iHjz%43t07}TFPqlMC))ST6E+JV8m6<&`XDW;ie zLe5ght3NI0&JKdAJS#|bJTV}W>hSkkd9SKWYvZx8F;)aENF|RTd(jfUw6*zodA%e^ zTmR?G)Zvo=54@HgQuN$f8p!02;L2LNb}b>Grf>)2fL*2@1b`tVNP-(Os!xr<8i4c4 zq&5I}gOqb1m7p1sY1_b|5`>}=)HoFks#4)yRIaGPkQ=HJ^&|uGxb%u{hO%b@q$Xq8zh4$Plc-NtlfN#LS_u23 zm@^QH4~5cs!tJ`oI(quuuCA^K+AKSFzAkS+6oVH?dIi9-RA0x9kAy(3gp%E5qL+V; zVD7qwcwKGV>>N&r>pvE+%I>=S&U0HFU{25Vjar|OS4|CFA$+diu)#*1mw4#dl%gL4 zOR}zB-D4PNP!{0B?872^3_@8Y{C;o)5;U7th=TnI(KBd>L!^Lo95Klmu2v_BxYPwi zbS20%#g`|RQf&})B;9-(1^N|G(%O9g`~o{zGIM$bMCEX}nhYD#FEa?){owQ@em^qn zak=ABsAG+202{pEwIq>=6~PgG?dyw$==u$XeGRm`xDA|YDvU&?@Crf9P^%*aG~u`L z^rweyV-+KO>Dh=W4S>s!mM}euQBcv5ARIj&7|9x#rD3oA7`@V<(=QL{$ z#~0U&brY+GKmdGhi~}6wYgIJs0XEy6?G;-i09zkoVu@wu6I6nPg~cKTVdPCqJ)rkK z0`QU83K^_@>816qE2kI3aGn zi^xm7_veojnf`TwT5gC%coufMWP>s$&D=>>?KP04Uov+=Mvh+=mlzw4(wdL=v*YTJ zo_QI%Q%o8;4vLnYAAMjd#14rWzj^(7SE!#>q9dWeh0=e6{*o1|g|Z=*2?hPO%c$0O ziS5|2gTPE+M61@<3#qKC{KPl&+jEn3^eEP^IW>#`LcnS{#C#frDq@BMy!HwVY&K;S z&lEXtjKxS+Hr$gJ>D^CNKt|NF6?F_wwD8ZFPynfg(U2lE07^yE`Tkpa8?%&^V>M*4 zXA#WIlX3_s5wHkJHE%XE1kaKB-j|aaD(MH;N^N2@*ahMgK;fY}u9fSgig<};2cK9;R#d0^U$I~p7rNj2ow%1#I20~aC`IA+alksTc!VMqg?H48a} zg*D+FA`V6P7xqekAoSWJ^*9KI10|I1m4N0kBRK=YpOXwcVY_{aolx)G2|nuLx?jLE z6uW&eTCY-qw$odiB#s@C6*HB%A)8As*Fz8FfVq%8zxZL(sjGt(fX4Ehlk+Bmf zQYsJ)cu+`_q=d4Y2y-N`fXwOqb_na7$Y$8BA*hg05tzZ*ng>sm55nrwb$fKP+(vt= zowysmPZMbpls5m$c(Y-Sq}Z;&f|no-qp-oXLHt!3$K~wl8ow0{hd~5lsjmx4SFaF~ z5Ptn=t*t(1em_pVQO5C#KQmzh$|M2KLVJ;|VfO$>_Th|iy4}D_3{E&oGXgS@u^yqM z2?6${=TJEdeg$X^m`$nwRgOy_8I(h-!|3L(QX1&P=3(_+!>vJ&}9_ zD~~ik3`YoninGl|b3bNtb8}%ZjfBF{k6WHwFkg1k@@dawQ&%J4=OL5U31}%Xfc1sW{ z19^pmkTJw3i4k%b`gXbGr?{9H8;r((ELst-rjGPop7_m1IwU;Y7{P|G7r_*+lTH{I zIgEEm)NHh#fx*Y;=~JU5nQ8|O)mLYH!DrNRSOmzc-Ywb&=R@BJ_R8tZ+=!|BI|yxI zF4!xbnR{gX{wuIjVW3G2#*Dtiq-SKHijWp`oz4b7d_JW&|H>av5mmuX2g6BS|J^^O zn&vwFa~o1lBxZ;JGShLOVCAl^F2XZ6KHy+wl|YKl(u=VThLd2Hnta<=^a|OLIJ^@k zpEWvO!n~~9v@c)Z6;elu^JM4FKG>g9vrY+PL(YExK6Bo62WBH2@sj2I5vL!b;d9`4T$CWHdE5(-b+ z!7`y>2${}sau|IIx`LhM6>OaDG?v(16Bmb!MKTjiDQBVUx=ap;lPE?w6p(BjQ((>w zO=0;4EhP^kwjJmJ8~+>fy`mqNCJ!><$&)7y0sY9zCXRKoSshxhZ{z_#Tc2A9l3y8U z7X;Z}etv$`KCs*p0I_V@GC4rns-UBPKmt-CiYh$2pkhM%b0?$$K4{?65`}GuiwNQX zadv}Um__L`Q?`H>XJGFslXV7Gs|Ld4f%^{ys05*gu*#A_qZ679EJW&r^;=L2B~TQA zkcs98HA!!?sZB5>2&kkd!QRNiN(AG!JVCfv{PKVxcu6>LsxfL2fxO7HNRpCZL|?RO zYXp=iQmkOFWg;rB+9nc>@Dl}}3dwoQk-)8FEJ*H#Q+P(+hfUE6BKQ=L6D_Gs#CTMg zn4pJ&{Yiy@<)8$EhBcT_(xHH^hoXTAQpMzFKpX7}4Xx9Tt}pMi)+7uJ0s{{~6DH?0 zSbGJ`7m{2M=HnvP5bQjUXd(o=Vm5d&9>mK|bi*eH^oCHHeS;E}z!CENZIgqT{ovPf zcnRnk8Doev^X1KLHr2!sqLjebEmG*(I*R2-6avVe;CNZUKoNQgIyV?F{muJ*_24rG z#Ziq!m2$3N5jrrUP-~H0LVTt`%hEu@0jNddkn1C$Nj(*`jsn7F&3Xl7mD%NR23i|T zr!g>p3zLOOa0YWEx?Qj^ysVr{LouF&DZ>mZL1vllq%f@b8aA&Q?Bh!yUIKqmtlv}s z{Xmu=5*ZkB8IL{~SjOOO3z7{MGX#A@eg$X@uvKAX}teEKpZ+Zsj7&!(Nhzr?BtY9WK9^T zm9?E|Mg#WfL71BSSw=jN$)qyDH~_a)<2s4^CaeD_qzAarVEJ5Rh&4BBCxr*qure$X z5tLYDDfxfA*Zn-Qq=sm!D-)L)Mo$Qsw~~OM)e@ z{9)BoeFn^bHHL&^$0jBxfhl1uqlP*l>)+!41MMsRuAdjp?ENc8_M`K|)-Pq3i2nb| zkl1F#XbiPnnY}B3kC(*ZYT(=j?S09}{rK!(+~Vlw=QC!~GS$gn-5iMtwC@uz4D^#% znX~4J2PL!pMfi0~)nC6;dBd2o2Q@3$0#N2eQVlL4Fo7bZ`{m1*^$?;Fpv3*IYKV~n zZOazY3M1|}`wY8NdVeSHuaRFe`}4nhe|XSu5^Dh=bC$cv5H|1GYB&>+$;G`0H@sMR zJ|#8L#gqJ|#SXXh7~7b5KR0q|TtZ)z4kR^kfJNAD@QnN!aabO{aFgafJYNZyKl|Ok zU<3ck%>A!^S4t~i*wRY>59RFag)$xZr;Z6l*g}a(0}r8)e-P?P_XBxcGMZh7|L?nh zG8#n>ftjg@K1k1mN*hKMeK?bO_L)C!U9z^CXSXjKW^iJDgR4InC`y)?Wx-}ax)Krh zo3*o0m@Mw)zvk4;wv&ba4I2F+NH3z@!={dy*Hj)lyTIMVDf2d%86xJ8PeUlK;Cu!JZ9rx^~vx8K@%)yG*;OU&(YP)`N@U zVTrU&&novOOqkmHj`bS&%TJ&fn(GB!;N3Y>^xFV-I0B6Tco6Oa+fvCCxn)(QB-E$vMILQCnWOQ?> zrOwUWAqKov^r?qCl`0n`5hA2wIBxTtq%rp^5Q(IV6Ew9BZ5r_Zv=@B2Uv4GNehMWT z%jh-QE2wBxa7NMMn+pD)*pe`OazJl?Q0G1--Q#4#HaU`#A?N7bX@NnFKpP3UIISG; zJ5+EWq*0LJ(50a1=?QZmE=@J8#R`&wU>L}X-O{|1}?V-Z(g0N zadaY+Sa)*p$q96K0<5B=$>{s%gba-}v$vZ6{M<@HgWz$9cm99)-Go*7xNcF)y^ z?z@*ts=Qun;C}wf%k^vCZlI6!p!-2}zTM(0_aH2&d6)ej-OmgQ=axUkoqD?f=*7d#Asw{7)~y z|Ma!~_10fTuX6k0hnzu&oMj8_kn&ntODo`+bhr?c zC%$NxXXp9cyPo0qJ;Q8tOH>#a?hw0j{Q)Zr%Y%~kM8VnoyIpGGUa4PBA{mWl)VA&J zD(GLFef-T@{Abr^@mnHt#H&mok5=jx@ zjCrB$tVG8f8kxuia6Rk>x<~oKkb|tRu>?BU&8XtUMU5(m2wBN$dx( z>Uc66PW~Dos%XreS(_9^NAg2{lsGKKQ4tXjtStJewoUfpD5m$v$-rQMQHuV{6W6N@ zvm8FGjs`Jh35nb2nGYuBm2aP3bPS_8Ru+@Z@pl&h0*OYitZ~j)0lf?{Ns$wlp_VN*1o1AW5El#j~FpP;E>*VY;tcf=%~0h-`J7Y97h_-@GHV2!4OIXKiLi9 zB8xUKV+^6&Lh$*Zoe;j13THpveREt5dt43m$aWp;_3oQ+B~yL2d6h`t!)PAA2v?26 zk5`KoRaNclE?j_L5Zy|g8tG^Arh3ik*OdR*TL>}!Uj}b1-VK{KN3zFd%Rzq(1#l(w zf-@v0L0CPQBVlGC)<}d;l#LwHbLm7!l*}B!6{bNEyk?BY+@OBa;hD5Hnj6C<|C!7b zWpMrab;7nKCMJ?S>BFvk+KUiAXk^yh!f%#*==b8yIiboJv>!ahU0}t%1^cS9Y|VQ= zCmg5IXkH;u*e()+jFXc_e23O|FG8D#+p&T5t>Rgbjww)$9i-<{sE#@AJ_1`1{(!Njp4GU#&!0a#NX=zI9asGJ z8#sv?EKd8no+v7H7=5**_i6YUIphY#ZWBv z6I9L2Vq-JA*+32x>yommX$&A~9DKHf^zF8ryW7;`SM;ucWa^Hh#{Lf1lq1)U;D=FB zY@}Xy$lht2-7uUg=;^f^dR{)X6;UIyQ+MutM@}LZ znPm@%kp{^cP21-VqkS=`lT;a(&ORZ3gbV`cEbEEhG_v`+S>|52Qp}w;kKvK!M*(rz z)sp8j2rlUu-Vd$&WGB?ssZoRHp3Sp~L?+PNf#?a|f&|mv(LtnCNC`si>9B9rUA6js zK_~DAq)`PZwg;h?2D^nr-GxKT=a$qFO)_s`{$^ffos}>l7O4J)SRd&SDb#WtQb>zF zh$B_Txn&UaN@v}ugExeGlxFI4$cPej^aU0f8rDC7d8CpSI>z?Bj)(~D78%6E3@*KS z4rEb+)|^{tzuGML)Gf$#rsy=t(<+H+dKF9R3;b*O1gjN+m)*v z5%bZ$esH`$To64zfBLSUS$>oSMT8XUSa*S)jm-)J%8ovrrAwD~SB87~a%)d(H_fUK z6t_>voqxavQGtY*f_C5buU}79jP}V}7p&y}mQctfk7Y-^)3C>MW8v38y(_(-g~SF2 z4I9h?FfzvZP0Y>74`-EQn~pts^2FlM);ctlAQhIz$)w#>_+fFgVBnD-0~+}vBO*?r z)Fq9mAd;=?+C;{`?aCQ^&+dSR^itL(DoH31S{wBT@ah^p{;&XFK~DX9JOH zFQOR`AEDoRP$%DQTTW>i>rJr#n7f@4qUo>3!F;brPZu_9Z8isBK7XUtqrRL`EwcQ< z{R;M)8XFlYC@O|_cN-z8M`mXezto*uI%{!y2p&r~mqpV(J!s%T&JBT9$bv={?9&9E zGT3O5_CvA1sxyQRUFgB_4r5L8je#Ma@|ivz8@{$$gc#8;;`oXe%U8_4+4g1853*o% z8GgN-`y1M+(gg1iJ-Di>N}g-ARx0F({v1;mms}WOTr0|OQpTgou4v0Ag>4TD+r}iC zXOpno_Sux7-kFG`Adm^BqG-y1l!@CpPJX~{+T}%EviM?g|zaauY z_Kyxu8Uo#TD0l|uisQa*Bn%=!f*eQ?^os*I>jk8=E-?_@+<5%3OjxWWoDO_~W{bju zg4L~;+&Kz)YczskM^Pvf`gw2qSE1->FE%zd9vC%-yDB>!%Z~j1xZTU59rnR;^dRv1 zB_Ic&>W;Oqhz0{O<1qyhsn*}eRZm~mz@`BVNMCfY(7e7D? zd}0b*y)d=(M;muZ)Mr%YbbIF#=Apx% z|0Ft7->rzIqsGLf2+sZL$hCJX{z*Z%+kMHC>}(-{=h8o;=W66ii51uHTH#YlTa%-OD;3 z)%T_ft~z#W_w4Nar^@C3mFt@=*xf?21MS-zzxy!fjM5y9{2HW9{Zn}3My-ApRX*Q5 zMfvo2?por#!za=fDpnkqU}&^V-lK8o)fWW{{8Ish#nlYpk8>k zv*bzWt;8h|9}Bx#!s($1z?FzWI}&_+mMh>nfF1Kb@FBPB_2zCCoOJT|82!5qPqjq{ zhj%&Xj_vBG>7wsC9VeBxvyRp4!XqD1*1)yPDczfA$%jux-hO^1+O5h?X?D90t&8>u z?l9u=1DWwlHuQ?z82^N+faOZcYsR@JpTbkBqE8;AUf^NTV@tvg;5lvbWiH!M{-#Jw zaHrex=-;obYh4dYll6F{VEupldi=jY}$W0eZ$GUNRP20Pw(M#aV|!C!(S7h+%?=S&Lq zsj_sJjIF2Qzz=O4tLK;ZI_{U*!0AhSR2aoeX&PLh2nT{s{}DQ9K2mSdfdf$w9cGDt zosaShU}6Oky|+0JJwyhC>pKQ#raiMTIeGFrVJBcVV5eIWfleWZmMe>K=vL6daaBD% zJz}0D2p5<V*FIZnRQ>V^Z9jwe0UuSyc@&B} zoqzhxD==me8jK)z3kwToiB&h-k_($I6|5v)J9x9Gh1*;;(BPK|KRPiC|9rer+esD@ z!D*Z`1Z!w%2{kH;2dWpYgr+Jt2P)`Je?VaYBRJrm-09PIh-{Chz~>|B!~-0cJ$Q%7 zc}Vum<4c2&#v2+m2%Uvu{(xjO@V*g_AF?)6S68RvHz+)e`WiA`4?SgJ zv+!p`beNAa`S{D1^X+9tSWxEH>m}sQNxfKhVfk)}rKdk7Z4;szh}u>E^Oc*gYMFU^ z%^Vs1@(BiGJqX>qw;*B)s6;?p7(FX-`7Csk2ENN~1l>gS@-Gf9yk5eWdNp zp1%7k7S&6n0msNl4SHyHInFuI`whoxR6(OGmH<=G%<%R#GnF1cHRnx_?GWss@1H4YaR}Lqv7vMz2Abg-ZNGxnPo#&%+nZT} zoFhfLc(F%I`bVkotdmAZ@L9Ii2LZZy`21{sr3NwVGjO|M%@FpmQCw}7KU$&!mQ+TXV4XycdVs^b!3>G{7MT~ij%yRVbLnESC z7M}i|wjnP&T7$lj{kIHZaBu$dBiF2lzRBhckElo8i&MbaLA1-sl?n1$TeCjIX>-}D za=T6@j#(cLeqOhwH|Ca-xT2!Z`S<6oTE{lB?bz{Zj^FqZ455KX1?94!tmUyYhxruc z4dkh9-zH~fX1@2?wWNEP3&nzBnj>;Zf;?6P+YsRWQ-kZ2W4lu&qSrp%|LB_(-k~eq zV~$|?6=$ELg|CJ4N9r^GFxa^8Zz_*LmkuA>BxSGUjvn6A=Dx8?5-}fogd2qht-^K4 z+_>G?^S6c2i7VIRJG-V$kNOOq^%5J|6uESxbo`+?g6oj{8l^chn?i9}@*k>cpc&jh zq+f0$jh@XY8%b{$?J~2(jdMl)qofx7y?sMNLR98BB8CP3SUkOZ(pn|J+IbP4Q?;K( z3?&xp->r|@mwMLAJK}_JUbj8@@8|f?9jj2~Fm?JkkFTF~+hyK|zai<+?O@A*-B*15 zrQCXnfqY|qOa3QQX^h8R7xXozZ06f^_b2MLKMT~kdah`WeE3h* zsQ)3h{wu0c^QO(C%N2P%dWDaxDI#{Gt>Q?&3AJr@$GpB*)8kXqqqve|0v+&@!oH|SYY+~ZbvI0xOo%OBPAR?|m#AJjo|!T&_0 z9op8Y&FEkq|EK6?FT{kevHxq`?Y{tn|ILZ`>%9_qxkP*0hlwLwHkvEc+|6Qh)Jgr9 zs$!RDW}e_sw~qBJRd(d@oK7-0=46r8s8o1#2@1s7$^7Sf_rHH}4A0Ayoy@Ek@T|SZ zTea~WL-+CvD~GQq+!%kY@(07JWgI+$>P?O3|Mlp=kmAr!PP2nt}O0k1qEQtLVdS|Mj^tH1J3L#!!*7}&S(O$ecu2d+n@B*jPzG@ey zcXcv_Diijbj71qQ^md+$p0c`^5_mIVq|$ld?MAPV#KZ%4A8l9IdIP65-aKMwj~~ME z%krBOVR%9g-he?I?D{dc`O6I&TMKTcSar$i>FUCI+VtlNgVak7J?yEFX?77a2d zh=6=N++zM^#bI*y`Kq(pkYE+n)s3xJR6Rof7U_QSd(*ap!n2;NuKd)kt8UWPd^&Z4 z^n_jYd)FEUc2cg<%Lr~@LfWAd+wQ$Jg);F)6>zs|OTj(`b@hp0^G$c}+#!9Ug#R4} zIoiX@_*&vp^z-8ADC81Qnirw=)f`Wp?~kiE0D;9 z-|YPm_4FwNIsQ;tDD6WdU$=c5+o*EVh;Bd8oU)^em4qy zG!>@+!y%A3;r0W=O9dfKtEz(NzT~hhQr7ENw#~PIf8jQwQW5K8K|HI`FF*Hs-wMln z3kx@Xq9Y<1ISCTBW5Q?>-A_P30IdYR%;Y3t9Jz^6@nLfKwgbFAQdrMJai(%qMC7y} zNGsK2{uJqOTmxwhhHy@rZX=?iPNy|FP-An)jV!Yz_DWWgbG>o02`*Q8JKZM~1JUfU z=~pl7KkT2*nwWAy*Lf815NX1&{{Ye13g@RAK}9BJbFQrK2LQ?p(KIq%YVHyY`9PH<9hp6JW4Ffq)T=r4(A z6n!wDL1GEP9c!T#0_rMhbrPBUas21R_DRxdN6v4D*uQ(~*WO<@&P8NqjxRP)gl_EP z>l=kzC38lUWFo4M*Edgx;qZbamu+rIIEnTQDWu5JNkj_6(Y@8=ycq4tFB`{y2F^s^ zxwA|{4$YRJ>W6XAZ;!9KnJhr6Rjr<%AvkOFRNqH?rp|!ymBxjE#yER5hzQ#K**`sC zo(=^aM~vE#hE$%n?b@{q-3NTcJ4cM^Ha4m7dYhjd5{tp;qfrS>ds$yE9n#%&Lky=v z5dVF(ue||WaiFU_f_~Co5EN1$Ip&=(966+lV_lL|7Q6!*O zU|fC2CT6}Tm64MiP((|dkIQ-2ftC#ioVGKJHGZmMbE%PNEILD&vtdQm>{|q|=mf%x4JXf%Z#>tbj7nf0Lih^~;^K zVor4{=T*RVK$>4Q9eY!VG&%&sy5Wb%`!Nig4jR1Hu(nQN?&5YGy9@UTK98-dY9s$l zaqA@(n4MudAiJ|Y9RuHJU84yCp#}#rqM@9JQNZE^Ongsy486?I@k!Uj-ts|FNom%x z0au-ZrY0w1jH)VY*VhY!m`p23mWD7wsHI_5e zk0fMaF_Tk#(Y~-dA(@(RxKU*}SFc&*e&Fo8**Be@XX{-()jXGpmXcb zi3NpzkQ<3x)z2?HB!v0rfWO=>D{>U<>tBJ^E@|FI_|n z1!+e>dzf{z^JrJgt84Gyzpp?SXDJ&HD7zp>-VlA`(a0j|JdF<`euED z=k7!8X^8a@>LGnrVdx1D@Vm#DocBbEeDX=$W)nkQyCle&7}JxTqQ>a9aQOOAJo!@V zF%rX&j+PB;iVGh`5G6+%zi%f84WU#)4C z_3|!P1vEpRbFUXbamF!X?6CKc5D4x--(wVR06|ywR~siFpOSx?0_`$NofbUO&5Xtn zFh~l)cs8qWq5TA$h#Jl%z!_(;P>~@nb$R!%gE0XMm~>KS{&>BdbbJ!>=vm~+E7l_@ zk-B7D#~)=Bk306~ghP)ejTofijA*$e^B|FtL(I`sHB1%HpK*nYiWLZg2lK zW~iq!l~5!?hLWhL3`vm^m4rl8$}Cfw2o+5tLIVj&A<0}JWhx{UlBp<(hz3P|pX=HC z{k_NgAH4h6$3FJ4_fy^X_j_Gyo$FlZI#;}$tP3CfCF7VD(YgaZmA=_vYkL5nUfixX znw`qD9l!AOFPzFhZ^~+k!Gy@;RtJSD5ndQi?%8w0x@oZ}rcEPW3q!nV)5Perupkp& zGt|LVjI+DwbX?QxTNgQ*mth849gL>_Ii`LR1S9e*ilt`+#nTKbokr;@yhC9~bcl(N zsjeiA=Ff}%CZV1cp^N5f!Y>0pK@SERgr_{|;&WZVhi zA72k=K5chcm>9JeGpxA0e&QDw$&7n-6v2QiLnrmEtNn6^UeQ{)rug9|2K3B@s+*H? zaebvl#^2T!5p6SDo855*8a8_Lg-0txl?{?k#d=Ohxbe)dO*@O0AKULfJ~GZyOz=`_ zPTo}MsNtetEQm!hZz}9uaZEz5l*I5C1EUVZh7SE#UV;Ha^@WEc3;+Ik^Y>8NvJ?Bt zAp>2BY9g?znZc>fA=xwBZgsA4Twldq$2d-(3Z|*pEMI1-*C6zrbHTl!Wr+#*p;+)onB{Rav_eliw$1~6Ap`EBS((4 z{3b!XrW z&rhfGl>gNJZ9OL>7U%}WWIp|0d>B5nN#vd9jmC*lqy0LrAm-&_JGW~1qRdyC(%FfL ziTtM~&oy{aYu!N;Mk@22_?5wQdHV>NUQBH&78Kd<)+h>bOTmd53QnBHTqhPi)V#@h zBlcx*o21L}PZ>iP$t#ssF?>~pa4>aKEuj}Tbw%-!v1{F{Kaa5i$KQ1av&Mu?%?9YY zTiea)YFu%7?oOi<^Ewbp3)FHZ|j}9_8eR(2;IY4XQI&>A?A z<#Smf5=`jogA!8{cZsFCeg7#x7NDH;!^@BfyX+6^dc)Fc^JYlOOEHU5LT90O=1}%j zuCUdD1uG`}d@?1MY!u>t_G+#j=VOaE`7XHY$SXHN2&1LTOG_rBryonQ3xQW=mr3?> zLUaK(UdLhJOwb{2X<=%)58!p&NPL0yFLOMv?>%&Axp;w^!TX%PT&;}N2Ec@rIBd-q zN9FWsEj|z;4M*`LaII(@`U?yB)zQcf#4F>X`q=(m=_m`8_0dlJxp!-HgBh|tTvAe8 ztOQcc1=6lo8#JglFCBS+7U?^LqGaIs@uizlkXBDvh4|sF>CBlr#Fu5XR{QV|(i#~} z871C}*vG>EVv^W z5h!4inClf@vCK~s+K+SEL=#3NzF+IpE?l^XVr7oSkFV>lTHD#V`cyB`v?(jjT%GO1 z$%(x>47m;RbDlx7@88D1YF9f6;vLW8DXiuJI97otVqJwca z^c91bn5ks^^4d@^RYCaOA*6}OjQQn54krfQdo}GR>CA@gM#egcg7rsj2CWyK_Ly-i zWJf+0MVvT6;+22=01yjTqY5|G*K2nMg`{x#Cx!?~s-foIdyBQ1`WtOyumMj_ID-msT!tMCPfv7ZY^%FZ!eslYXm`~m3%$yl=_0ezhxF{L~t=|HSqCUUw-o3lno5Pk0G|Nf&Z+z@NV~r8+ zq|V~NyS=z@0=wY^(!rSv7iPzK)dd|A9_W~ijfuOMdELksH7DcQDi?f5{r1RhjQ&%5 zy+gq!V7@Tx5JR!`VZOho2!9gk>?efbGe|$HMN4X&)W)j|#DNl1P#l}dBEN{QjN)$t z^8+9Eh=no_;K@hD`>%eRmX;QY`kZ%S7J)2ZC_IIC&b(cU$PH_1RtRevK9@|sQ4ghm zeQb$(iD$38?;@;vvzm*}JwrSPWpKD9&3jX{)VNa{bo-uK__e07WdkC>&kRv#wElYR zTMbtB#MR^(k1yj-Luo|9BC0iE(>E2FuYX^ z5NW@W5b%fcY(1*Nn6C-7E05n_q{dRZSxb+0;na>3DLe-7!3RVE?42SZixBP zRw)f=Hbg^Xh7i+YmGhHb4OQtS4u$Bv&a#sv%~(ve@%C1?e)WI68iFL^UpKR-_m>^z zhznf1fqAzd-;aqAKq@~9IEqQ<1G7bEnXWbO{_5VXG%-aT&*yNx7d}ArM#q3oX0pJ9 zTIImQ52JrbJzk-Ur+IxgX@|LRuhWZ4Rvlo3V3?87A|8?_Y=s~P?tQMO@U?A*KgcVmK`b`5{n%;qEhp;X zhuNr*^=1SsOmFxW=kmAfqb_z7*bd(HHa|ja&c6~~GUBMiyohCi%?}r~3Qv+xm$Uw) z2;p9UvZpCkOGIYbvn&MF!e3c$e09W(kp*}U&hXpMzW zKo(gO7mOrc{pWW9Dq~e1ChQya7U_7x{8d+{ite<7=chqvy0>0?yS=Lzqd4rOgMt>I zRY+xL`QnIX)ALFX{mAI(6{~Jfpnjn?KjNY)ovAehv`$NTe@sjYCEeU^M=qC!l;s}& z*9VVM;ebb7$jP5y49(}wn4bVAYkKT zmjc5EUOANZYWw5Myl<-YF>xCHPQuQH$qvm%_4WEO`b>aqfLj*zueeLtHzkXrgPQK3 zP^GGXPdF%IxD@h5tcqNbv~oR{|D$_)ZL7>#d=;3$(Q+Bn!Kf)bf&cq-LV_{6O<|?U zCKeGB-9+J!cHtR=E@tYD)6Y<@(N-hoIT<=cqtU=JNArz3Z(D4U@v1?F?tFl_C$u)8 zq6mv#b`g0!``>CDjib|S5W+kUorb&J-)7y?m}FO7X{ZG=R1q8-Mfk~T3>w;WfA`NX z&tCtH&UxS1!VFvyyk`bbTkOYqT39H=yac17dCCQZO`7ZI@wmUq)g2l>H8#Giy^8)GgbhU3lc`vahGD<{hv%`ReS@xNxXW zhx}J_CogE*ql1&xesAZ@ETb!x+vLa8TnqPkbFRd@Op&SR=wF_(m0pj3c&TV;u$QGL z?pLOkmbg@P7(RlEe4)e8nXQ>;jJ6F{l^=(KVWOE?XW(%g>#`~o6$8hOo9lJSK4q7~ zIc!pnMfnW)QD2WfqJs~&ecHye&lgF_2kCmOTetoA@qv=S<@(q&3ZUBO*9A(&RHe6g zF}(ZoC4_0@cfb?5m@j^Q60&GVEE|-u&wTgs<1V}hets!cK;=!@)ZQ=2E(3E4(_yd5 ztkhM%e`}imGm}trd5*bR!(QFfw zlb0Xx@|#P{jia69kC9W^wHTid3K7o)3ZlcJMT=b1?H3TUOxhMaeArcCltT~i5ex_q z>Cq+H&|7Ju&5=))l~N%l12f&P{ykOrDg5BU0K#(H#J-bi%gg@HnhE2-Z){>|0&kc3g1!)Js`g9D}(`zw*iD@z|?|i#$E` zS#T-K@8jfjJN-KmNb<=rvD zx%c2fw=XyPb|*jV%E&Ol8+oy&;+-+JdPARHS~;JUq@2zy&QL6dZ$5r3YhhvG z%030t!xx6ZZ}wLuc}#f~)h;q

      6{?eU+QJxgD_!5zK|D^*nofRdsc#E<4-4c=1AY z-WTj{F&qzyd|UB{3hWqRdV=fz(qce{6O(LJCFfK)liHXh-#L_$G9s{($??=&k8+TQ zc+sScooCKybd*(IacQ-!ul2dh2g1Ys@Bla#AK#YIq-pGvIFB=ewDJVS)fx4@@Dm7U z1oQO~o*8@=cKTCp3^qzQ(EVlIrmxl2U9hLsinsK6?#i9ca2VC>rXTYU_DNlH?Y5IVv(B&m=JHdlvUy*dNFEecXiz$fZfi#JaetO6X4Lz zEU|h51N7b4^0f8srK1-E$heLlPaOUn#A1g20|vB#lD!Q(t_cmxG(aEPl7p$jf|>bo zq>Dt;vR#iZ9moc2x#f2A=O2fOlO(-2&D;{P`azqUZ{Da(Khcer<@N&C9cpGorSqw& z+pb?9597tM3rXbkodk=wD2w>Flo-_)5tbR1CvNFtpV-uC?2+!kW!KR+#3WzWqe_nS z+OpYFb?efK0yAG{w;A*1^@i8nMP$6?sM%jvS5X{148z(SUDv}An=#Xo3$LtcgKb}~ zQR{bEtsE(d06h2=b-|cNYStlZj^u5a+92wSP7!L0LA>HV?w@|5s%k!msegY7eTMk2 zab7bAt5#H2mQ&tb@%f`aa#3b56+%2U%B(X*RTKix#||3Qfl8IjdlPNn(UQ-C;^=GW zr3i-D%zC=b6?dk5(_Hd}0VGXD=}w(H|B72e^Kye^*uE2hB*n2S6d_QK%^IRf3q<4w zljKkJp705KhBg{l0s_2XY98>_q zVn*M#Y&pyi+u7R}o9gO~A3x<(;X7c3#E&|*2G0)jqP+b49GU^)k&!!Z-=3_s>>1&h zXvj#ig5-ziB+hTIIRPKqCxnH`GQZRTUouJLn@t1=xWzk$gUq(iKApVQoA0hmhl}+B znzSseF2)rZjU79-QxuhG5g_t7UpHs#!v_yo zwmoXPp2X((`w#8`uN2OuyjGH*#F2db_;Ipx5t;Z{$>#!$k<6oYkew&SJQZcNjo)tFB95g~wxHSlBtO^hm7+KjpflUBQ2j@eTRds%8<1pdewVYvto( zDE5X5;oZ|u9)Q@HNH{A#eKJFo_CAA~GkE9ZN!)RTbJ(x!RWpl6R9DiJ%oJj{eacCC z->OOW54J*WsF`)6u3T+w%!q9|mn+{pyMkE2za-OdA%to7F+CBoYt& zj$d9`JCOJOS@y5<@dDG1{_h^gXg16uPl?fCv3pv_N8PuQ*ZVAfYFAdHC}iOsm|)>1 zS9VGwQ8Y3$o@5=Pe`v&+=?vZYQ=Q@ZTj&cDP8N$0y8vzArO9NhhG$)aHVwrV%o$J_|^TBs=95k?>Z zyWrU5loT;4?F<#OMfB9#$a@hA0KC`s)~Lnp}ByDKo#XMoZvL(w2ZBX6*^WS29T^2s>w{>0WB|@-zH{nOTxZ_rol*=Ki zc%cl>?G7AP`Vxw!fShMt>7=O?;{2VlFr$5HW@A`nQ?M&7YpnmRiRUsJ4mUZR;h?CP zMHoYEs;b8G6Z=61&_&&?mSvfrm|Xzd5|mh{KgZVAWaGw-Vyc}UpK5$k>uZj%X@nXx zjqT-aa(;pw?mu|2n-wQR47YMv1Z#n5&7c#r%`pAM(rv#|qhjM6E2~>y6rBDJ^zpi{ ze7$<-LUk8KT7t=6#^0{6RvFB;QGyN@@xU8S*&dJ+AJCa1NX3Wio z?$%(rQ@g~&CU48joyLBc=yPqDLR92j`Ddf2u;!{l$erXB{$z*)EB2dI~zl8NNr(#Gp=KuUrC}SV4}@ z<3Jsqo}>onyMv7mon4u*zCmw+1(^N) zj2t}Y6H1DUd%+bb?6I@ML{48D_YKN4$kToBzRq+J0%BtN0q}MZ>Vo^~b>k*Qja{k4pTtpA)h)eE z4@LbrmFz^u#DlOfZI)L~UwLNlAHETPrJhpF7d; zV|D4!9$mgpELsm1u}|sM(Z3DEx^w4y)wGcPp@Ei=F&JM6h>YwxVZwx?vxeO1BK+rg z$Wh}rjl|*3kuM5Vp^zG&sVOHC5XYERuBz|fGrutjfGyvAYgfR3i#16MlW%*w6qVC({~_+3*Z-Yb#-q#YTl%rAtau^ zaG{&oA4)W_K-KP|t2`HVO+(E*FUF369rsB4bPRH;SJNEpjTvnq&}jg;iI)UEV^8yV zy7~^EwMvRlADr8D*+=D#$t=3=bKt;%utB2zyNm64ExE$4snsKyNUF>`@4IO8W?hb= zN={G>9FPE zwQCJ0c+7yzgumZMIn{?OSo)VxsM@O{s%xiCH;JBmj~wZWXJW9jfs#O^+@QU&v7xY` zftfL0Sx=}Pyy$F48TlI0NZCv6N=M^14+-Rj8?!8KoI?z=DCJGf&3k+wW~p;2HFXl6 zxH%i^4D!lKx~{scxOInez1*l=H}p@x1ITO;9+PeimMxW$l|3aC@fa6QGB(C;q<@IX z6pp|#bXl>U4K+hg_P$r!+t5pw@XwPxA^dQ8p)!i>}6JPF)==n z3jJhGH+f{)Pnb=agwsRfkF{k6I@^nUH~e};@x7cr*H2iRC-4OKU%WV^W~NGt6UvR+MH0V=7Ll@tB)y*}U_qXbKJq8I<8*2^4ZZciF9IH?6We7c(Ib z_t~B~!H%un-uLFL9H^=~WZbxefq^j1mMrsK>h3xVS|zrDIuI*_!guNV{Pgwaz4^5EJvB zW0XSTSNH1IZzjVy6rfX#jW4f$a}uY|y?gd_WjBML&}674HE*&s_Nc2c6E?EI_}zS0 zT#9KWsFYn@A0XZW)XWCMOHzjpUF8Vrov;ze+=`A=C};v)TBhU z^vm+<*T=|b0=P%m_T@RK0P+b^wC8!uRX9F~FXl! z56+L)+s9CbIf3#|wvyil17FLop*o@IF1;_WtXX{j(WAkr~8 z1c|dl!j+J}!B7F{eQ4Ctywu#(hGY=l?|$c}B|#CWy+*?|1u)BYYc& zueOU!A5(Enqw!iV@&7>JJU1^>_I2ZcO9f zmTh{ILyuJkmJn8^skvE|cFD6s`cM8mGOn~m?)T&iw z*BcG?tb4sWa#X`+d3kE+0E(M`*uyHfXEaNTr<}Hak48k|XlvK>wU3ADWIh1Q(oQf) zHXH@a0dO1f$SC?ggO)7ge0A#7$&YeGA}F%+X=&M1JmLHI@8Aw@c2yu$nM?tj=kvH)-7F$}@7`_9r!HN#Y|@F@ zL3fUyJ2y&jCIlBJo)kt$J=?ZxCu)j{iV8{Mf@b>&HId%g$aj~d7e>+_sHG(j%(xBX zqUGD_mAaDe`?jV=`glPg_mYibQhc_l78apb4oMB0`|bML@{T@ueoJg(st}>jH0rOd z-CZKrr_UZDw&2w!+SHYEryzVo?R4tH^xqk`CxFn$ZAWZ!&MI_EhyB_W5;8NTcHiTH zVIEhFLer=Bbq`LRHc2@jPRWYmy)!QRlS3+cO4zK|0b}YBEK21rjfnUioO-Hz7@^X< zei!RZKE{@^rm+J;Nz>`mZ}V5LE?y!VGU4{Q=ATBtoJa8P;Xv-fLw=|8*%CWv?z}(c zpFVZwRp-SSsSuF`w`TbF_xc?H0p&EYn`nHkr6IXv=gt8d8eQoQo7md+0_I79OxfZg zC=f;B5}VvcHnc!Ulmk$5i5K5!&J%RnnH-nL|4iqkWn3sm9Gg8oZ&PW3GIcjp@87(d z3rZUSGN{8*HzjKZR3#GFb;+=4_kSV=pxJ0l>x6Z7!H|b}(RzZwHQ_IQ_V}mbQz6BD zdTXmg;q9h2H~rt)m5W2C1P&Ibp7MwpR)2({iPlL`bxnN&4|%d$P}! zbsxkssA#f2kPJ+j0Jo*@)uburTghi^`Fp~}#t$W&CcLQZsXV4pB@K*!5czbBk_?^9 zLLLy%+UglCFK8fs3fxuzNfj6Wo0qAj!q^u8XF5jgTOKJS5s5?i4%jCk5S@}Uw0Y)pzG{s8y5m>yfVCub&K=X zCTry?pCn{<>D1|{z>RSAv372(MYjUqyKA%?qR4wkY3O`wY`jZ`to^mW z0V7y))wl28xBQm6uh=qU=%`V5;aW5ipVJPgd70jISY#It5FL66!iE5%{0i3o-B2Gf zLI&|fHpaYKKEF5rhNtQzBeN5l+4js%SU#Fs^mFHk&I}z8$oeO)V-&TPv?uWeanSRV z!#9zEP^qr@RksWWFEIt(>7ReZG58LO%BE-`vYfwo(U^+=*zD8cQBi?J$To>yo?fuS zT4naiQ>XZTv%Y%cMqkdBXyvhaCMqf4GG4_HtfG_q{5aIcHvGUQo|wHD1*&E98bzo2 z_Lc*dS_a#mnM$2CH9vgo%zXBUc|`~0D7JJ>{Yl_hYoH0=4EK_ zoZKeEL3Y!oO$jGYLT=xpp=4`o8yFOHD?r7k6WG9R-n?5+pVq~0Xy8jdL5M+Tp&eIg zDowLzZaOS^+{5R;MfF0@!_>mU1kP~9%9S}jnSUDQBbJUzi63SbVK>#n(DvqU{VnW4 zr4)Y0oVc#%&mp2OL@SzlP70P^{8m7bdJkp!|9(@a#f!I5^cjB2b__1k7I{i~oH>!^ z)_=MgqD-U6g!g3W?AwY8(VgPj64WLhFSzMCW-^opmzr%jlQ@`!a%hj;$i@<_Srn=p z^~Hz)BZ1TLr%I5g$7^hEE)5RFrrr-`Hy)TMDsmKBBi-6@52g^J6LwLH1}5fqSvfk% zwxaoK`@aZ?!CDPXYufJ7 z%6&fPE|r&L4U2*HTF)BNqm#7s9li=xnR*u|jmYWjf>5M|45r#nCx8pMi(#2Q5T&&D z2fls(emj?6F{zP{GudrM6pH>QuGIB z&+f+jY#{6+K~X_4VAO=-B}qHd(ADDy!tX}?qzy^n-P+$R2kG1 zZ0@z>i-U&r=v*G4fd$8a$M_84$F_g~DGp#)3FUlS31T> z?@5cMW@eK({(+qsH8KuUHaO1~5LSz+s;RXXt)hDWrTp>!s)`{drV-Ze?kx)|qHlXa=6n5emD_IVen|2)v=bFRUq7_E?+(r?IoQJ zEU$Xs$;nwv&IK#2j%jcjeaLw4=dCHycVk!npU1NO!yc{fC{B9m@aTAEu`K jzdu{8^Z);kwyIp4QZ4aXmT*jrLz+#sFg`okar^%O8oCO~ literal 32934 zcmeFa1yq%7yDhxL##S&;L3KoW0Na|1l23cf1H|J?nYyxUPB4Ij`IM7cYpcpl70|P$(-z&z+X0 zP!_~eD0GTT7U3u6Z7fXq-vW!1qOwcy<*?-HJ^X#C={Y3}3T2fh`EOpRaEKm-vW+5o z`h@H?zwQPb2ZoB7+25naYo*WKT)moZ`?KO5bZ>0dp82qC$GHRNmhHCop}!GN5nC6u zG<39d!S&r@SyYYHw_7Ih;2GO$F}l2|nP%_lxZXu4@27t18o$>6;fT)nZw}hp zEPHJ&zHjo-+;|7KLB4irSzFGV`!=g*^`*IQv%=Q=-|zmr$DrEmSMHh@h1zFCL(-(H`;xYp3(&V*mZbfd3+MR=I)U>no1Yq8Pl=@TyD zbQH?y4azbKCF}l6ek(D5r-?B2Yd;n;aw(TfF$#iypdCXS2ELg(Aau0=a ztaJ$$G{vv_(WXO|(-T%!)bhNNpkwaTiinUWPgXmQ)abbFTS##cVVbv|LV5gJrOKu@ z(>b#?$t32+!e#kizML_rjC{(brLC<$G1M8Zo}S|1;P9)bCyI$jUl%{I7MYGzNxHzL z9DlLo?U~jeKi+)0y)44IrV$s_w@d3wa$C zV$`|b*F-*lzR{>DL#@#Fh<9dY=0ICv#93FSJ=?ec$msnNB<@|FWTJuRlYRB-6^BMf zn$Y;Kb+{Mp)S~pt**cR%>%cY-gx3|CIj&#S6Zz-`N2yY@k7 zdZ^4$MZA8!P3?o} ziBy}u%6Pr9!&h@xi#PrHb@j~Iv-*=GJ-Dav6q~;2Z{N;O_h+x77QeZP`3qXZdbYYe z#dc8Jm03U@%SP()Rzb_54k=9aIZ2`Mz(kX#=!07M^~1ve!=>Wfowz}B3yV}E$Ga<;r7vH8`^vsI8Iy+9 zuRqjLLce^uY>pdqD^{6SftOx$)^+7~mv1{w{T7L^;8u)1&dhK5#M|4OtWnI1LH3;$ z;W8m^9CG2$S_WTXUsOaWRFS2VW^0jPR40%9SoS0PE{{#GYWi@c3YJS|psx%|KtKSG z&i5?~7cB~x@a4s4mj7CinnK$wHA0wiag$0 z;m$4|?=Wu8rIsQq;d40oiepubhQh=3Tth97g|X1hsnzcSjvYG|uV2AIK5t^UN`rim z?=;zS@2=!fb6A{Z)9r@M9fUE(^RH5{`z~M*G!MR5?vZyjZFXjow=Q#nx;Ojk!A-ak zo_!h_hI*L}<8e|^$~@$U8ji!BLFraql?WaOoo1(Pe6PF|c5bA$?^8?JxYHwV;}K&& zxk;?5N5K-lOxo{jsxur@g9L?y8l}6sYu-nVjCa2;qJ7rPM3;@t{F%&ELStF`Uz|Vd z%WD)_yKdb&*QxQr&A8G%H#etC!_G6~?KW~vkxK8$n;tRo1NI zfAsUq!_7M1{ochleK5<`EqQyJ{BV`Uo%+&8Uy%oWUt?(H z)_vaRa2`JPYoMryVWL{H`IirN!{M#%kvay!QeNi?$*W^JwI^D{jlATuC1-DQf+!#+F|W)8%0Yq zXQxekr!k#|wQ*Zp5j%G(hOhz2v1x##tvV~4W zB0@|a!Y4*Fr9n&EpzYfWb2GD&>UUS7YEPX!S^i!}(syQ5#@UlYZfKx@yGhRR?kW~9 zw$z77I=i}RRxlkthX4{EpZej0?$p@tgT96GMf>*cyRc`^9=qRPHpsoZd?w-wUX^=r z2luYH#tEH1i{{Qwy$T`QfvYdh?<8@3;P>x$R0Ce$VLYUg)5!2}!o(J>rS$ZrgGItI z>Gq@4&-d3QMR6TEB;&D5QvS!M+r!wzis^5P4SBl)9t*i6sHE8r8jf%&#=cfnQ{yU{ zPoYdrKR>yIlEoS+9VBKQ^3JFsMGkkRUmp6jFmcferd&f_14Ibyp^SCv%st7A2Jb26N!Q`q#1UJ3Hnh08@~m$gx;;U{m?;}JU( ztMrPng)KXZwCPA@NiYAR72LprN`RX)J!gxOZr%Ofo_} z-7fs%n;UYO1>W2Sh!=LjtzH#|8%mM#>ebvYU%u$qxo$pU*;~&y zJ~5%3aKxbUJl04VLN-a19b`z5qK3X5D$=b>G$JWqi(k1Z!*RGogr)WSnbwQ)TqMk- zP7igK)%03$59`>(n1md^PUn7gw8ya~FZ_3Tm<)$fTwvh{q6WgF(u9^^PIvDq>zOuyi(TAF2##mV_#?6VSXSW#OXHuX}%v=uRtDM z*p=2*ym6!JKl$(&%tQ@)bI6Ig_kPGIi^8R}Hr{ENShe+7=(=4OLa{5nnmM}oqE(W< z2RrNQha)9BN&fJC`0ycKS`nimT<9;XQCc{hh#d*r?rI2H-K8L>bN?ZY0srr@z zLZx!1lcO7T4~BYbdfM~Jlh>P%7}r-M`0-hs-Lz?w_52eQO8@A#EPzkm6sxYCqD=cQ zxd4dh>t&j^K4`S>6BLym?QP)d!2>4fV3{IWrVfC3)#U*}TG;s};u z6>&QjYmof1qeB-kF5G!`M!sxl?Yeb5dZlc>GuN+QcQ%+F?yB-;n;xk%;cG-Bblt*N zs_&z7_Us+9J`w(hyOk3S_W%U}GD>F7&ZJhnJL|SZ@5SZk>r|4A6Y7M!EKIwW&5K)~ z=iKV4V2SJ#F+&mpYcm0C)03lJSRr1#+4~P0R`2hrdB00!9vQJlyDlyQss-&w$}uB` z6MpE#n@{sMIZYaI zsi!Fdc}Qc?y>gn+W8bx_t1Bi`9-t-uYTjC3$C>XF;&^Bv77ie=JDR_ChlZ)8CIV;D zfXMG0mZV7L1b~^I+5~Zodlh1~L1!OUqNMP&EQUiG|CL9p2?&l9`5aPFY|VNwSN3$!0i=lb}t&(blb7sST+~L4D%f>4Dfbo!H>Ay1JpS z97mLZx~SND4<0{Oz}n#fA{CYP7jhh;M#O}Rd2;ACq$JeW*T-vSFTxCo0CE;%Ygkwc zFJ84Zl3Bo-R36GHmSL!@7#J7=g=eQ^$gq8N-8>A`8}2YZAU|nT9ecu^VDc?57gH#| z=;r5M|MGCdW^pgh17u2AckcXJ(n_K9%FIEpM;#pr$+H^q&`Mw{(;Q@YW%!T`G@I zDC+Dsd4vU#}x$v=Q6$fIJt9zsE&W#f<0*tB9Z?_osr<*Qb$3b>l* zeilI86=_y!*q6t^OA7Fx)ub`)?4?VuOH!;1u3(#djn&L1a1ZG5Yj`FiGA6D2)gTtb z;a3g=qO8s{Q)gctvweiJi3v;a2+BV#0`bC45Iv>do?aS&;>RYScg#Uzc!FC^I`rMtF4Dm(QZD$*woj%HO#D!_$_9RV=(+l~FRt;XF=L*M>XG za>#u5=U!fcH&J%UhhE&CKHlc*BkVk*#?|I@L|R(fvNfMEf`kS{EM{RR)hOkJe9ys| zbtsdw}bn5eac|nc10XxxjO4 zfF;9_>6MesTboo5P$(Z>jy5@KVC|rKmW|#*$|9s_`Bdwkq2AO!DxOLPTlw$#M5F>r{qFEE&IE`NCthI*apsOf8ZhTTsL+O4%K!sXsi28)v1z?x;Z zgmI7b=@3bOd6f1ES_SKYj~k3L5uzlPZP-^X!r~a1;W#Pgj^aNMYf}|<;QKVQ_89Yl zMQjwx7EM3^@C9Sclecf(nhKzctY5!&?OSXq{*>jYjtmdn?%)1wm*iGPPQ{BzXM5uY z3y(DAR#eCd+6~3VC#R-H*pK##ojVt+9LdAVdWsZ$1Z05jz+kvKKV3jM`Vt_Y5q$9 zbSop3sP)P33(bmN3WR_@*v-av8iYjhwS_e9?Hq=t;wh_0Im#FjYwBdS8>MTFHMM*X z<382uV8MtUL^`iTGM(4vRT1{#N{-vAz_YaXn(O!0Clf@^thUH}-n>fIZp@9jjZKnX zkzK)eMAg2|5A0&ko>&e(3_w^LRc}7^+NQ73XTRo+fC5VM=do85(_Iddl*E0iA6^$} zI|o1P#HAjb>i%6FP-c5U#VO-=%Zg;7Y3IyFVXv9z`5N}|P8(96TS{e44Lxifl{)6I zBzCJN9!5-D{JmbLb&rqMWO^=r7UE9~;*dRe|Mup-zS-QS`IMxb(FHC7KkVsZ3AdFz zk;>8Wdz-R<6fz^w@@f^h#q`#-kmLb|J8#po;`ma+T46e^oWS+imk^KE!w}!p_TxB z5lA+(SO~njpC}X&!0bU8Md&osX~d#W8Gb?8oh)z2F;DDFMWKoa?8<6@9!O>9QAqp_%Z61 zzWO!zZB`TL#FZA!S@S&i$b2o)qPVD`wAuBUe4^iidF!|AH2774dPNSU_F{$klp`b? zV*syO?#3&cPcMmWHboTFc`8Wzs3%->oWFb;)9nkInlz-Oq|#9L+3EJkp=F;}6^UwERe+nKH`&)J0`c1*Hx%-*xEib;Cf0;I8Wik3SoHuI-!Ay>QBfnm`L3JmNRtnuGFt{fL2p68W$H`C6t)2wN`7r@QOClLxU z1WWaH9sAy#`;?WG6)BdTZ(khJ(XK1HdT`oRuAvcWtvpKQ2$qYCT8ibn8smd6IGt&? zyK3va^?sE|X`T*TO0TqzwYIjjc9gk)N?6o(Irc&n%HUdR%?fC8YRCA;J?4$x=P-TL@H7QBEX(?EsC)sI&5tY$u z1_?&EHIid+&)WbCJol+7Bf!gui9Ki-L?%B8=t^*3T3Q;z>ea7N)#(4qeJVda$BcJx z4M5=le#49Z?uyO9fU08d+C{HG4I7RhvL7)NJrW}3Q>gvr^XKXv<*^R=Z3hAyd}c{`O|6XbW!uBg zUmM=05>sHvTUS3AX+PNR?;MWeft3A(+eVoK1Zw4OEc71LvC7Af9|!vTFDfcN&j4O9 z?0O;WoB1cObiu`bTf z*RqRs2+xi`u1z$GAha=Z9tfeQZ0P`ApfdfD^&=|_9^Ah#b^iP#LQI2lBneNzy1SSp zP*9&tvp}q9!e6GK79*@J=ybvgg$LI~Ox{zk%kSzvvb{O0iigZ1YCEz1`3dcb-hXdD# z;?p18yI0JeIrSEZMIWfI7M$Y1uRM#?x+qk0SPznBW@dK1$?YUc7bN;cI(qr}MPexP z!FPkQEe1wPxb%?@rQT^!ImLTp(%wGYz#Wb&i%CjWfp8>Dkx~5zDKHE1{PI96hYcz@ zkuT2!UwT3u01a~(h50n_??h*aKc_z}E?j#K;p@Vu{maP`c^TY>QX5%A#mNbz5asI7QPgy z(wEghxj-rn!iR%;Ph6TIAF22TRqI|(&Tpk7KOb`I&rFR!c=%8T7{tWB7vyd3{^jB> z6#zb4D*UuC#&*LM3OrU+S#gz?udevH&Y9DvL-Cm?+0)t2p^)`pI;{Kpz?H8Z&_WWr z4`IBpti+K$DzW;pM~rK{7%w_uw5T=j+tn&i2vI1r3(jv};CBwI?9M6{<3XKo&kyiA zg5bD!T8+%b~BEO+qhyynzbgm0YH%$4*iAjIp1~BKpNrHhm`rg1$c}HY$n_ zJ1~t#pTHnV2j)7eU9s*u*YF*6Sb|BDP(`#_owk@h(5-BYx?oRTk|e~5q?#n1qF3@i zJlWEx1`6Db-KhCSs4FT^s72QDTXt;QuwerNsVE4Jc&3HGw1SM>>Z;fTv9&r_#*hul zfW{;7iFouU*e8asXvyao=f>*`k1qAd3w-qG(UwurvQ-cViUj>bzJ;V>2R{;y>dw~@p(^rI0+GQm zoe&w~A3d9lIA%Mb3)*v4yfv8*)Ab7!vxF59A;H3h-nzAbL=@oH#7+y;i-0%PY7Bx8 z^R7yR;TdQx2!V1VdgK&?&eMcq2f(Tx<0Ac{@M(EOXkMe}=p&gEy*u}(Dbz%Hv{I>d zbw(g_VyFBV<6jEe%V*zRRWzcSr1B838ii9H$lR%$guY(7bSY6lzP}UzRlD0)2)Y^3 zNe&)5^nTjo=~Gewh)!f?wS%1Ei*BimZIvIP3$lO8IOGRLsh3b~O2hWmSJf1*T^nQe zXC+rZ_Gn4$69c=^-Y6Y^NBP0_A{)y+tAg-c`ngZGbAXDo?yV1t(<;#KD1K8Lt9er{ zvo^t?3v*VRZg1n}rjlxHBwC8+wI~Kv-CbO^HtP~^-MuTG zlDsWlP^m|0dTYFW*!YQokr8=BYFvCg>AXF`nKOH=qiTa<7CT2-Syb|+F#I}5P|DJE zJ9YEi*?Autx6Bav78w?cg3v2;^XDg+{y3SOk`jLE?n?RXA|NK%8dN_VGYBk=f)*1A zELt&O0p5iHRSJS5P0yU3n<$Rilf{Nhn8D0p2ZF8eLsnD55qBgEuR|4PdQCU`cxI z@l3*cElo74+j5ZrtmdPdPc`)g-bPVvqMh5nkBMAa!I>qx@y?s)&z~DMl~zIFBwO2^ z;1p8Tg6^+`BD!6a$eV{z8E3S^nnK;)oX6C}la+oK*;=goq>gFC!y^LoFr#?4ymE6-N#pltz}U z1b!vS)7IWT0u{mpxEey5r7nBuJl^U}Eem<KF-^%5zMhwB{9&=_V<=zYD8lq1 zekZAUbX=GQu`)E?UF7M|^O1AGtIbn_QxyT?kMCOlHf@%AR@S$ltYAb(nOU=G#*5s? zofeLz9u2(dyOP8DIH&Vn`+EoImR%?)Dv}gT8H)9ZZZiZkxCHwQU%6TfPzT&PMf;0O z(rSW^aV!6U`Gerwe?-rGb2UNMDebCowOZy(m9V@p*dmf2QI;iZf4a4le$^@)OIj`C za#vRI>hn)KvMo)^PJCH;&&rZ7_YCss+#SfU5}F)eF8{%IEnK%u_4V}h@^f=dEjQH= zAefq(ic01kvIf*F_MJQ1LT3>*WaF-i5|Dcc4xmArYuj5?wXj-_Z=D)fjoPT z9#ur(O$b+rF)q_VJYhm&o6px2@NNHc5pVK-$_H`IpDT}6W7G(>Pxy5#!S|chMWun2 z<3XYMj{JMJ5WyTCRe%lz6**#K0ft28>GF^ilG4_0Q`0B{M34i63felqtV{+4fqrd# z80dcX2ETlrIkOKlpZRG>?E|||T$uZzsEa@(L&f!o7++9SAin7VFI%4qjaEy|H{>N% z)n6hp1U4YM-TeH@PoF+@4+Myhu)wS2-N}PQ_?vjjwMPw45Bm{73VLoA$_^5}aJvCOi<8M*x8A&lAtu+%Vk1GhAtan(v)HS*u%>!7y&r!+|wPrMWzIP z-n;h%&>C-&dvkK3WB$+6o&_HDu41qH@JNp#wNT5GBuxig!T`4;%vhv|qkRosutTVy?>vo=h!bXVWIA@|B&pKm> zu~nt8iWwn0K!PQ;2uanDwVxSnD}j^)`xe~omZ2MoZc%*w^br$mwm$}-u2vnvE= zrv~{UdSlfML$fwOSwk%exXTs>i^#y>U>Q;#MB1bHOhx9sf1Coy4O+ajO_?&5U6m3D z@zU=ue<@EiQW>9|+zS+ZbMdOmBH`Ic7|HV56iF^b)+SpOk3*Ks#WyFtdSK;2Z5&w+-vo1z^Q4T(BS%$%F%L0kBVR9t%yJ!}gOodGZDv zW1Q0n@FZu4At30(9)i^!OaL{E0Llnr^3ke#R<5|543an@$dFu!Do-kRb;n^jJlU9A z5m_287CW*|MtA-_FSlF7yCuFdMuS__ZXj=0pMEAVGy%2PrV~9$O|r3R1Wl)pHp+n6?h6kla0ZW40Z82XLsPJ4 z5aa6}2uq3q@Tw1=MKI`#JIgm+9#teyd4DZ?WbN|oioh$>RC7T7aL>AiLsmJh9h z3-w~;aGa|GLn_|QjAqV;fp#R0Ik}6^XoV(%@=%SAzY<*rM!oa?u2;p+4_t|)i-cJ9 zj|Fm+zMGp{CD^rLsD~=G;0N>v`JM!BKXpeJtd7^E!v!E|JTZepjuXVW;x$4B1E4UG zZzZO0riOs=hTo~4K7P~==_duxPu^2Kr1@z9mr~rVe(Fjr4|Y)w<@gS@o+I!@h?c%S zag!6pB9`?ZAIt>q-Z7`;8wfX8PnZO(BjxPRox3OT+-w)%88E!{O*a=8msEbQ^x{v@ z|Me$uqdmRAqQbuY97&)D3)ZTO9_iWwlN9E#m9OCf^!T>#FZZ&ruwa|!>#KB@233F{ z2HsY2>M0el;kR=5tVj7Xk z@G)HDWf_Ofy;0aVqyH>I@ zHW>uYq~$PGj)=je9IayoHUS2O!Ly+hDi^IxCSVj?idH7-FGwb4;lCF%-#>?iw#K=9C~8}ff`_v_|1NPR_pOjXtqL){a{<>Yz5d4f>Jgpw7R2@#Kfc$8!z~hLB zLwI5B?|xx$m>QsTGKWbAv6d88Fn4i?)X?ZB7q<#?3 z#3e*aYu@YdIE?ihcEu)rt$NuTlAa~uuBv7-)6UMynq6u=M0A@4ZTp z(?o%;4u%t3P;IhB2mu=i$#q+Vj~!EmzoTX*na42SJZ7|PE4(4CMgFsHJXa-h9zA>r zE3_{IGjr4*-vIHYlEAH0JQI`Sy|uobAX=9}7+kh+0)P<`AYS)r!yeV76dnqIzqjT_ z>n4V4{mmy{g3HFD|Im|*NWnsA?p+uBih*^F5}SHdmY6VZ+!zYAR}Tw@aHUWj;|;3z z6GtpIyNbJH2i2!vxKjPa-k>$$>nbI(nq4kUK%hA(yOd3ALvnwpwqY_tx0 zvBI^Xf{b3=+mH$drOToia=fq6h|prf+~bO5l2BOI8fN+z9l{7ua&}+@BB3QS@ftn{ znOy<Log4&ds zSy6lP{{8!2XOb*-fIS7<8>Lnr;6XTnf@)O33!Y*mmq_0Yo1 z@;>xym#y3}0J0$=H63Zp-FTnAvq7#EGD+QqR1f2QPn-<;Jzu;CvuSdy8mRm%U}j+< z18iXhpATx=YW+G4`(cDu0{?*};%bfDc$@<%Zssq832f|42MAuW z>@3B4Rlv)wdTM!KEte!p5@At5vnfvq50}f-rrEyt;WY}!%M0L9ht;|AP|>jf%%=gs z2eIoAqdnI|9wM0%;5iHxGKo7FZFgdG`*?G4 zS91HSg5TUz#BFj&`w`}qc>CanCc3w5n6!_OV~W;iMK4U-9xN%OyEI*zIlO$jawQVtVLf&ZF#vnGCdNDcw_Qh{rV3DrM%pePx6W`98No27Q5?_zl#FEW}+&w%P zp*%u#N6AstHfSXrXTOz5lqh3}^N=vG5U&PCM~U@A-L{o6;!8U$;4}+Ad3sbRq*R0H zSr6njq1zgYPC!ECHLQM3nic>U$<89qna;A12n5ju1g2#PKg)|9-DlA(WC)`)L2$4J z!X=dK>-0BzhW$uEI=8xQnrwjB3RqdtO?31)94w?|0PyYe+8aOoxkH*XaW%8QSpZz7 z=<8>0^Ibcd60{P^LvkM@%OCj_yAI$LSXA6h-{9c)a=_xAj8X_)HMh6`6R)jz-eRyInXoDz15 z%fcr3i;$bQXWhsi8yh?4j*7pdS&Wh;UunZYJ~)RJzkx?hAATz+^X>uS^C)|vkb*$A zn&azcguy8>WNxF;axMazYi!8-{_(l~_JsfEzf%y|;Br^tAEf>N?d0UYN@D*1{dFhZ z{Gf@E&NIjlWba~!@};oR)<^$6Q?y`>>0AT3FAFE%O97h;!qY<@P(VUJHthz4cH6gt z_R?d&HeSCiASNLpM=ZdXFaJUl9Q<>k(99t2T3Dhz6kpA2j=S6z;5Th{0UjXUKyel1 zD3a|L%g^~+wlXeIT=j-@Ab?>Y{Ng}+5jXtd0QYr0z98-(Ye#^%15l6#PZMw6Di$FW z78V8xBtd_0cvwzfUq4!nw%aJj*As&xDGR`O5#<$`-iwX2NjQSv3P=CeX@H|r=n}tv z{(K9ZrH9(jO9;7w7*Q*nV68#>NM8Cw+Pzc8X5kV$39owz!W${>p+RWX^}!rbhH{Aq zT{Et5NOGqSxdZT1n5_+C5?BWT8SG3uqql18jLfuNtNiN#Mf4dXt#Y7 zH;cbB>{af$xsaZr*cmsS%I}2TXmm3AkI&{*0_{!bQssL}d&e5&jl%NMu6ApRxC}2z zMe`Dhf1_H#W5+n_`f>mYKo>Y^3#apP#1q>enC_8{j-2;KFh;IWV)i0K)^bxR$M!60&!cOe1z|I-%7SKiik}Iz*+m0){ zEbhfUQH7&3>8J~HV_f_L3a+oqwOh75^R7@DJe*I&&Y%A#MeD>ut0L~Lu=N4CBRE}G z7@!Y@eErvJLTMSa6!gRZVh{riY;%HDWI(}*eV6IUZR5+2)>Zp2em5mN(tGS!_`s#v zF~JwzPxfmrRZ?_6eq;Z(?Q}sm7D~U_mJt2SEqCBSjBGfs{>QgpUh8U{i3&R-b-E_L ze0T8|Jvf-*PfCl_TA9N-0C}@ zMbY3f+6uU2FeAVC_@Jkk*G}&O_QyG_k8`eA(F}6O4|#Za2Gm<6b8zoX;-`0bM7KXMBgss7L#^gDar@DywogX*{E29xUBTytU*wk7=mI%g zrQ`~!<|_<}{V&kW1Mx$VnHKko&nL??n1`fzdcO?$hMtd{>#IngAMNY!J|N&PDqWP+ zUzW$edcTEDRElm!X=&*%^WBqMN__ch-Vpg>Ys6yxiQ2Fe_HTppUP@X95*mSlG5Tw)uW9^sKgwt(I9b7exN~ zS~j@E^KM|kyr(`{2JOu5**`AACFBWf9(dx2fVp>8uU#m=t{T-iA;X-fyEJOwUAdd4 zZW2&8JvCLHYGa~iRUt=;H+bAQ#mI3K*g3)sibBskJOaS|X++3JNuNG_3l&;0JeZ`L z2MXQ6<)@&>#dxD9+{$^{t0aKkvj<-BSMT_`%4=Jc*=mI z@_v|}bH_@xs?qZ943CJ8JIYR*ewXx%mv{~&)o~@&Ier}hqk{5G@yVR0JF8J~e!*S1 zf;nyHLh5mglh<2M0i;&WUv=y?0IJ{M6$nHjWa$7R{MI};cgmLjO{2zX}~ELufdP2o7$G99;n`8T`@-m%q?YQx!7Z{hMwJAKk~rC9%(2eCuP8 zt&el4N6Cd;w0G{>E0Wx0E~hSUY{f9PaiP~^zLyu&9EU4XCa4i|a&kcscS)}uIhuhD zt!vgP9d936=CON&T&VsT->v{h80;mHZnRm@4XzI}Mh3_)_%74-?R-Q_)?KV1;#FCM zzA?-!c0BC?ns1o>D3YPYZOZZY|M}>GnUueH@ik#^&;yE{Nca&pBCn)?u}eTl^22p= z>%ID6X2m>Z_xgHO?1IyGG<9*BL4HAjjGEd@wlL_S#QBDKq_zL~(EtS{ONcCcm>iK} zh9D&6!TJJQfU7YJwg?<~Tw;ILvE=#fh9}8+4^c^tc4y5hUIP}xVWqJyWbU(LkKjIk z4cmcYi!e!_CgKl0z5b`ub8|Q%a=qdfc)*Y&jn`TtlPW4II$37N?t-`}{~R{=l5SVJ zh@}noed$DVi)xw~Ng`p3Ei5$j9BF=sLFo-1Z2I?O=lH)a+Sq&c>zF`YkT}RCgNJswgk_8x~r5_tfz4u!P@S5X;IS<1KNdfq2onj%1FzE?T)I6cV^1^HSPf zW{r>+z+oGO|J0BU_0U0r9@eP2MMyC{@doh)MzadgSFOW#QM3jQ za2p>l(QB?tK?Pz77E#SSkDbt%uncpCl-Yirj!qv@URL@iU93a8AjCeeaeXMrEqsEJ zPWmc^KRzSfM|dp4lado)pgiTt{Yg;Y*O2$2PgDEb^EZoG9Ez!=PXk{YmajK6If+%I zUlslGPoksj+l~0v5uMswiXsjSyIDlQ+^bdhKR;Q03*{s%?lC~@`}OVDczl?Bj?5AY+PQ1GTk#S!Ly&PryEyV;svqFC+IjX6`h zmIda(XpWtONkCiAL$n;3R!$Oen0Nt)AOiR<`yz?YftFH<&Hrt!0W=RLVW%nE!nvT| z@BcPy;0=sLUDKmYRY;rUuo?Vy@|P8K4aQBI_J}qmXHB4mbEmVjbAx#SS6d=VJ+e-~ zVaAN~HN}94e=n4nk)fWDkPsdbA%o-}9v;rHapP`b;YGjahPdgiV?Qx))oHti!OTJe z9R6nDQcsK+nS^9yh2Fj|&7K!D3*sEJR=zilqKKG}G^;_Vjb2PGvXI)*0I zBghZVU02}xjshVu`?^Y;2Fvv03tN8Yw)~!Y-A?=9*C#H>yO~$D^47{D8%Qx7W~7f? z9~c)W4ZEa{;i{D@c};}<=TNk{y8k*drNwb`aDTH=!Cb_Dxc1GS{kLNm!pG2Ksz)HgauEob#Z(rVpB54ExAJKQh0FFb&1d`EGHJjSmOer`3JI&- zQsZv+kM~=MR)aVg(vtI-xcBQbK=zADL&h#r2g=7+v+$Yg6$^Gs_yle?{_v5yF$H!| zqU;duBxSNUm0c78mZ&&nQNo4xm;B&|2=(GQw1WKn{BL`1kd7lw%{OeFZUVg*(F#f; z5%3=A;>1Kqp(lbgcB9E09-1@lf->21OOgk+ksHX`z!ZHhS8j=~Fny#pe7&zOo;Yzm z(4%a%0vH*vKlwjQNgD_eG}%aZHjy1bpO9P+)n1=;U>>}hYg_dBPb|qOH$8JQ`egN# z)FqyEa0IklW@0g+vq1sQkzunx@q6$lT|o|zUIpnU!`D7tr$5XBg_5!CpHz8h-0FYv zf2_1qy}eop7P$Xg>e43bpO-WLWYYe-%EdK=8E|psoOMX{>Qme&I`O)BzLjppi46&v zxoHh$b*z#sUOE&?JSUApaB;mh;l~kbC)gk!uui1w{!>XsKU7Kv|E$8lLStYILjnU& z14YW`#Hz}gKBF_BlT%dGwPGj$1-19!!BXl*3gzKNLIGsS!%=_OzSq!G-dmaZ%i4w4 z7ji7&*zeq!pyTc3^r3tz*}zJ{Dymce%wh2}3(n|{JgRx7NGU!^;}5dr5kzH`)xw`N zZl|}pt;`&fmmnh$wEGKnW1_T_{F_qdphx-hUDks^!Sg0EQ0e7-M~r}3eM4n~$j(`R z`7g3WH4`f;?*B|-t~pJs%Uw)9{5LZne`62+C-CxIl|rfZ0U9oLK+&4lYMw_6|BB2s zd{_MK*VWeDHfquN1^EC>ECE?JimqP0x|^LHqexb(i+27?s+T}TR9g2jt?%FB`Bysp zRX_TdnWcY~J@^-is{i84{ePMF`Y)ON|1s_NUp$)s(dEX}d3bnII)i=Dv7$hza^dMt zNn+enVxFTU<5x2%j;UK&S>cqDDk#>(=!TWsnZGxt8~`-ZjkfV9$`pD|hnV8xi=^`o zqKZ2kXzU9(%4Py}HP?kdFQTL8oVr8~-~(=hUB>1Q)OK0#LKm^=sM*h3aHEjcD{^2R zny-}OuI4HAsi>(%;bc6K0|yR3(X486nnPYLCIBJJ zw;a265oYZYSZv`~;}kVNx`e9WT1K-h!J zTU7c+(YHxDWs>U6A0~6*OfQ_OQUV(n_?;OO$8O^Dkd+O@fraDazn$j*Sh1z<4&^8R z1h86H=D@7o0jKvxYwJYR$0irJk2%)<0edk7F7iQ@dm9i?RNWZcgY$EQx>|6$3P()U zVHTx!99|f_I&s_f?c2db30<+5lk>C{ppCRk!^KMp+X#Ms zx$_#j^F?>XXwMY^myR$fa-D-=hMW&Xgxg6V<-Lq9HWz)fX!q6oeZ&t_O;e4`<9h=iJti1h+fas&n@js29KZ#D8BtGUXb;dcP!_4yOSc|RM@L??YK^(nj?{1^t0RtFs zQ){Ab{3B96e81J7yJ~>BfL%05E@&cc%wn2tWEcIwDt9(pJNsXqWd~>0XC*JOx*aYt z$t$1ZA|V@IO2xWqru+A#950^ytg?356A9LR%C3sMCznO5z6LAG$4pyo4tf73g^kD&xQHU3>QLhLhsLLL{m8MqRwOZ{6MfyYw{siVJZV zPhE_s6xe*jkhhU1g9OAd;96ERYOV0xT!|T;7Fkc--G6|dbL?BO@15{Tm)^e{EegeF z)4vh6)|<`IP%i&@$>?vXa}Gzda84grQ81B<`H}wXf|bg@kAGBoe;>4BDQ@`R27qW% z;PA)NRqR7d48?ljaRB_!b8&5o zU4-3=K6ab%x_^&B$3}{~?;S>4(zH=MEQ49ZShQ-j@3GJht}tsp_1AvI|Ea~?{{|{- z1S=($Z)6=MW7XtRO4Hrx136J_q>Kr5?EA>isDZpbmmNXvLZ`_red;Af6Ak&%({N0&N$!Ex!DR!a_Z6IZWs+V8V} z$YbT_-s*OuAas)W7dg1lEo*PUXAHq_OPZ&UlmDWKS|EN9iH+Oo_cEMn&2~$HRj31uNUs-=B^?g+tSidXV&jQzaf;06l!<`Io;u$yXrn~ z#EMd#?7>1-w@Q$WUpD|`VBs;WZ>svQ$t<69m2PmqHI zi9A4H1BhP*1$EmX93r!K?l?xG{1D?TIcQ_>H;dEQ8!)S^-UU`)4d`@}al#Kdb0wrq z&x#@I^9!y^ta#|~n3&n`9yz6@(&WHDoPO#CjhFH zo?cjB-)xrd#yfb@3=3IL=(T6g+{RyqfRl&|nw(rtAPD9i$F?c)Sf-M;rLS*m<;sX9$FP!F{M*cvcAl9xP<;mTh@0N3bf@?60G{> z?$%NWR6MYz;s7pDcXHYzY7cZs6GJe8%~4Tu5C_Tee&oR8{O{kr*vQGrFp|B8A|4zW z$tfx=DtaFvmywydaIs7?U2(rq10**XILKL(ytOlG8V_CyolMQhXjEMngNMZMkkfUb zwUZ_~Ft?JBA4nwx5pAeIV@4W>MLg=g6Ex<`($6x{_VEf_e6ESkbsw`K)8Wl1-as(R zXlVsuNs-CLnFzWlrbrVjx&v|GSP(e@k8IZ?Z*jPkJ6k#=!-+EgnZThTOR_!4VdwDp z5%aOeES2(I%GNd+2ew}ON=}g=9yZ*N`-Pq(8AiWOSy?4`?NbZi8~uTtvQ!SHJ%*Up z+FEdE8CjytLJo@Wb&9-lT1udh#6vbmr-20K9IX2F$4=rD;nT{>J~LxE!affpGf__3 zp#zvi7vcwmMojco5^tbm>*K@{JIo2`Ya*H;=^l)Wi;Kr;f1=VjaRUVuww=vap{qC# z6WsxoSk?N*zVI}lmy56Get#mlI=PEVIc{ez=D=^>%K;= z&Tkg?-!qoZPG-(VXyEJtazqXczQe_*R_Wm=VA!<1*~pJLicbV6}HluH3qUbx%fDvy_rj7&*-eheDKWHc5N4RnTrXY!tX7Fzd9|0aV*) zbLo64vXvacL?kq*T)stXHf$h$53s^3!-5b6<%3-mTRxdsK{1*yyz>@adimf1JvkYO z44I>2I;692(`O+>>Khn%`ulTtUY#cgqMaLO=sX&Ysp_gAhfvoUr%GU5GvVNJ(u_mq z5C^=<;O)>R$e3ZF6Wt8;G-)UxXKcVp83B{3-DFRa@01CJ2%a4{ps<`&cen#lX$c8e zHavp_Ig`Q?{br)OLMS8D3h|nnnu#70=LqO;qbV(J0?%ONBHg&)^5Od6Wf8vCe+kOF zg{&M5@Z{e>Kn-Uh`0dV`wUAOkAhaAR}q8|brLI9IzG0b&6}^K z`6;@Z(16z^={(^PEa@K&bxw7(-r_Nm2I+Vv#0|0>IXlQQhuNkBl6fgUFak4dfVJfw zh)lH?XTYG_xh>BGx)@s?j2|%av{_Rm3idA_obIsX$7xI&q|3sb|0TNRWYGW+DAQ!x z+mxxH;qd$RzVsn!tB&Fm-m2#JjZ=Gg-|zMgB#(jfPe{W_f^Nx<=~iy%5#+jFZ3vT8EXopsK!_BJ^O>Jn4v0rW z^%o}{!pW7gH#MeyZXhO!@#_ch6u2NZO&LyJ{WeKR7)&C5X&R72&LD;hmYb1_0j)b^Hdi0_Br6W8rxrXD2pcGgf$iG)1IFQRq8ZywY z96~(EXtIt}abi0()M&Ct;f5gn8$^`?XO74s53dKAeX_aHeu7v%0apt6j*ys)2{E*awsq}fXYV8= zPfPwyxST=Q?9be!$w6t}++_W3A(3olAvnSp2VhaDF|zM-cDd|OSNvN6eeQu|i;;7U(UXjQ+?z3Jj01F@m)$`xELqq$ZqQk9 z35t@&NCNHPpIC3P`1?%|YNXSN>>&i|Z=)SZd{)^jjy&(nLu(IlmS7ry(PT+`9k$jt zt9=3p2fC;9-_wb_cG^N4|k#l%Z`g^U9^X%#!=xx(5ZbhY4&Wp+^*7u+wnWewP+ z+u>XQIV>#X6QA+TBWff=;1CGp*Kbc1{Ekp0LVo;|(6N~CywydeGQj!;+DDI=(qVKk z&YZS}97sBe_oapOoblKGpXRRpAL_hsYdargw-CeT z-cX4gQj|!$6{eWYAtA>~skSI8tf-W>yW~(32`$EXkn@?QxD{fYN~I7&iH0Y)b?f^kmz z7pO3$y+jouOTEc%&C+^sJ!)>&!kOYp*QqcWRVnd{XA55=wl-s}%QHcIqQVc5EW>Eq zA}DQNegw>00?Aq5U0u<-i%9kqdaR1vGsxzA60y1g^CXf0eIdb>DFxAYI5#=cf?O5k zcGS}rN6&J-(^H?O<(M#1F~$QX$2F{lSK6PP8rc3IbB&-HNPh5urxb^E+XRps%P(wU zzP_H`8aOymaZSYt4YWb@HHHQrHtLCB_p1AFLxfFDO;4kcPR6PIf`tp!ooBjuqyOMr zcMS8sEe<|m$soc}XC$ooDjF>cjZ48oguE~uDNBpFYT-wqcZuogyG67I&#z=fB*0$7 zGC=$DUnr1ju5I{0vV@QjI+1oeH7l{DKcu0z(J|D9T~ws)8r2A~CH|KZK8l@X$UF^B zf|+FtL@k`uYFo-X5#P1@%VpQEAHMEeiE$OgSR?NZUR5xu>HwK{TZzXXwnQ;SjCIi4 z$-Ri;G_3b&JP_5|-IHK?AZGuqGPa&|9;dx|1t>k}305vP{fxCK$qYFXMJCg9itg9Cl!LkVg~bC`c*U zFymsze^EeENlHvq8=Wg`mj{kyQbBB2tK5f+G+}Ns=Nx`xNr6 zIeMkO|8z)Tt%;%fMxM-6RevjsI=4IjQEyK-c{!q?alYY%$kILT0=5~EC6UKzm=5_( zp%@^#;WiN+vWYOz%CEISku&z?V=|tKYvOqbE)|rOYbO>h`Nv#=A5q@!a>w%3iCl10 zYIC&ci9$@*mWY_f}{&W)ZTJq1@G-rMNq1SKDk0FVn1kTl=|l?>}6)ymMWW0->pDur*v+a&EiUfea@0GEn~eY8Xj3{*#d#wtY` z*HD?Vm+%uvqiPFg4LHk@`8cXjB|gN~uAtBY`gCWzuczA1epeZL;A zXOe#R(MdE`^IS|e!|jYH+10z|ddC7I>W3P;0cT^*_CCedN6Y)-!ckv|55$ zsYb3iAw)~;8gvHW1MWG{pF1(SQf+*c+97hTc6Ec&SbgY?G5v)OMeA;1cNM+3TAK|4#!QVGwM z?63ENAWr^%n8?$ll!U`Hh|!c_gg`NW*9`ES;Kx-_^e;m$9~m+cSz%&Dio^6tIs$~O z83KS{R^&FsSnBP0Scs5n!DhqE&Q2w*<>mWpg~Y4_PkO9VW;y{${wTz}{*h8;0cXdo zJjmi5qF-9H=)4<>RzHQggWJpFxl}6?!Bz0Qqhmj*&~QAuE_Z|1jJEVIHr(-S^!^B! z>iP#Xyd=f3l|VJ*TdzQJLddK`?{F(5#4%FDz1WrrOL)De{_Qc89(Y-6!RcfVhXg;B zr``y{$v775ezw&#rtG)O=Ek`Je%YK7k3lDii;DLqT>4x#4x?@llQ|^JB`PqnRs(dW zEC^}9*;Fi1qzM`%4{(4ouEX2W`&0dH<1Ogw)?@=Ru}#}ca1QcgRb2W78S)*p%5%9t z04`)P$`%T47@Uzz6$C|cZ*<`OXk0^){^aot03;m&endyO7#*V2+qlIZEeCBuz)6D0 zkFX?0r3k;1n6WX>e}KMh)B`yFTcf082EYo<{ArXX@6qYh1H($BLX)gvM+lEV(rbos zFMdg9nJP|gax@}$ebGv!l`vjme2O+FoYK~d;7PNmr0@^DkXKy_GdS^aKZ8I z9?9F8Jmi*Y#f37P&s1A4h(^RDvuChf*Cq~yt5c6LP&{hOT(`{j2HFbTP4bD`sU^6O ziT8t3$|XSrpbu6&|9a3K1T*3{LVXuUxE2y|i9mM7S_@jBD9|v=;~ROHdPrjQW0Ht5 z92f~~!6JF>J^qp28s;j8w&Wm1VVILzC?k;N-+E$oETfkHEXO<&n_uf5!i7`Tp(Y#! zlOB;ca&YPY=9ddYn{&_z6!b*?35Mj68{$91&;miVraoG@M-oP)Eo9wNk##V-N@A-z zuw}IaxD|ffc2(~$nNgB7p^Sz*9zZi*ael_k>!=lC5)%IN6=kJAdN--kv8J@@N^dYX z{eZ>}fv_6>5_rub^bXn}%O5Uk_L&~_k-~k@1F#76xqZY_n5%l72=p!+rS(wv;fIKL z4v5k(@*v0XM}(1rXbzwd{?)_YJ_&sQ19939WqD9wp#4EdM@evi)u$lbU;w_GYup&V}P|kn1gr9>>rP091Xv3Rnyajgb zdaS)6us6eBGTMlBt%=xw2-JZ(7}qDDPQWEk! zXn#~~eI`frUa)*#J0tghkUGzg#f^FoCs8%WC!$DsF*!NSxZXx&IW>qxI}huQhdD^B zdL~bKH3rM90?*I?7$?6X4}3{~;DHj0uW&6&yz=o|qpQew@;X4NPZ8>X#Wg*jIk#q2 z;TBe4BODos7qW=qaBA-WVG=}Yzs5dx-YC7e6P+@B_^HpKr4p?81{jR_(pySl6Zr#8 zmGC?H`71m;j>9`viblP#A~rfmR3!3)U^MugE)La-Fn43Nu2tqC|DQxf4^E(2UvIZr zQSoWs=O>EOc7Kk_nC_XZJUMY%#r;?NAH|nRw+Y4D`hfa^ z)V2ByR*cLpsb<~ARz_3zSlo-Ff`DX>tj6oWjMk$yU8h)`11Hv-#G6~WT~^H1eJ*fU zu}*RJ4w2QCnV!G5_9Wk{t%u*i_wZSQqqRb$l^ix#6?ua?#y=D#gP!$)rM)f%M-o1HaXPn{aZ)R}Js$It}HF@p@Yqe@lS zhv1&}AT!f+?03sfF1#Q(aD{mhVRFcS6@o5e)w&w}#iOmiKJm#0$?t7vNOy|8sFS&wuK3eQQ4Yv?t6@ui0^$byaoXCDpE7Tnp7=K0X#Q!O@U z!)!e;Ig*0Qt*EFp=MsV5wr$%yyTc9>zLA}qtGGO%AAxhjxi7I9YGq)#eH#6Co+BiA zZ24|mTMod3h6j%rDklnhR|<=Wd;^~oq1h9L z$4+gY5=`c1w*ja_WxMyQ%FMy({XYi|;(6ZfdCpKl$MS8c9LgGmCjxM+_U+4t``3;b zi+&{Pf-@mb7JPeU`1N|KV+d^{&#>a=A4OjE8_%6%Ncp?lwBY#b!; zTrFy{T6Cvi0wt`W>FHw|-hFLaoDw{X9lG^j_MWwC?Mk$}9`S&R8)N?673@cOCTs=M zX-piMG#)&-T|{R%5Z>!GcYg7&ks;q$9Ng{Ta=CP4A(+5E!z^1<^`4B2NkF*hf**@5 zN6QOmaWrRH-1)-UF|=AiK@fFK|MNk2?T2gZ`>2{kq1yoR`7mT6cY97_X(C{)QBet% zOSQ=OjdnROV+bG*JWP0Z6)LnXNoc%*f!JZq9ddk6MGs3!`q_fk%7D2=PCtA}hnX3` z5QUGUJe|_TS7hS`O#3hN9>;(kI#Z-6Wg9d!p7ijmdfk#rOYLBJA48?~nL@FEN}OcI zUsG5MB8%866#go1W5tXWxrsif1hr6}l5%RL}|Bg4Z9 zIXPcs(i|pjDppjBrj$L*g8xl4ZZc8@qH~;R0D1O;*BGpvdVAg+U$Xsas;_qlPrRWr z2iPjWC^es{_>S^NqIpway|$19cJ11=gf44s-i-Z2%_N4O?c~Mz4V=g&5FVYzO%BI! z;7F+U%5=whdERQ4vs5LMRoLA2I{0`uwzejfm;XxBiU}JI4-c2C8ZM}*tu;qcgd(~3 z%3ane#S8D+^2!Xip1*t~pkv0{Qe2bZ#FDA8W3)l6^XioPb5ROV=pfGyoG<_RBDMU| z3n8KEMW|EJ{Oy!m0u=i$oiw($JJ1+C1iO2KmQ2VF)3V@P_q0Ss^-Y1_O%X6KzeM~g^XR(Qiv#d}26BI+LP`J_ zutdl0g4@Q+KdL{3#d{Joyn;z@Fky`fiVxe{Z>3?^IOpa}8WFScjs_Z!##gUWz{kW2 za7}Wan>SEDbD{cgwziRoQ--cxRXL;X+L6aR_7Nk6oe0mZUL09P_PrEh3!8tJ;J^Rw z03iEap#RhN|NS<{951&&_P=I9>EFGHo`3gQ_`{#(qtl<9@6&?z{eQZgpIa*lFeRAV fe>MBRpLATxY@Z3YXZUsyeFf$Y)^^Ts_80#LbQA?L diff --git a/images/rosen_der_zoom_5x_best.png b/images/rosen_der_zoom_5x_best.png index aa30af574ee3b77d193d9ce22b0b8d124b2ac910..ead7082ebfc2aa6b17c827ad246f8db6de303b10 100644 GIT binary patch literal 41526 zcmeFZXINF)x+c0zW!AFHAW$l(pnxJlP{2?IKtOU%lCzRC7(mMax)6}8l5@^cQIM?U zj7pL$S#rOF+WYkB)BBuzcAwj~f86GId?c(j*PLUH@qKR^^UoV%SGR7W*+ijGwhCSQ zLy|&Sn@FLomf!FTeq+|lK!g9*nqL%>-heNM4O$QJ^Tu1(6wE1X(+sW_Vq;a6CHmdUci5pA+ZQeRcf&{PfSLr}&2V*aY4XspI4- z8DQ~t)A!?)_YU89nTglpc%|g6NY3@Y?_PI*alVM5ue|@juUmTL6Z*Q|c9pdljxILO zpAhP>9!?W=)7ZBf=Yg*SFS0^6|Me|p(?yqce|`Jl%K!cDfA<(XQZX}2uFy$2bm)+9 z_O7td(2t#+YDEvWv-e9b)w^w@V@YX_?JDu`v0&!$YBrLUmzNjv(a?VXa0iQ2_!CJ< zNxX?dG1<3j4~3GcfBlG*kk2dM)4DAD{3@PDL|OVJg_SKVQY&=K^VN>a#pg!#S>GS~ zeKF64>&zMXg9i_;o4);Gu!2j!hEXNoLE*G+)ro#g-As)tCKXJ9!piaa(E`K%nlPF( zw_dTx#VgnJoOz;}XUELRSr?wCkfOsgmFuR_R@b#x)}+uP1xkmfN%eLQ#b=De?7ffsJdGO=MtvJOr;TYMto7{&eU((+nzE7d-lISS$*v23b zyR>;E!7;@yElTK-!9Uu zr_9XUT4vSHU0Hd#NSsne!`#%M@!UvDnutz{ z!t>|PTMC>DMsh|4X6NRjE&6K)nvz0(`|Y=-hP=#MU+)$_*&kBob-cX2UBz;+p}w5G zAT}T%z+ooq^IXAfFKxSZrz39K_1BG(ifIO3Wj^c)Vu5@LX=GECVS z7#M7AY`#~W9hH`re!+42^l;F8t7(Buuz;gJz{Ux%h}6~xMNH^ z^SN8oO*`3+9zDus)RcIQOG{VR@a^4o(NYoaZSCzcVZytg?mvBHFPm~=>vDIgC(Wsw z_oHQEj_~mCc(E$U^4m{K-@N%ov~%-bHoe{oUxQDt?l?F&bPo^5(Qp}jfBk^IrX$au zNvJkLTn;yqQOK|%HfgS+F;>CTv^`66?B`gQckrq#HCu+usTsdCO!n7mbNf%t_5~k5 za^#ArKer5~olKM@6aP$`x%a75$9XHu@1HJobaaeQOw_)*aL;0CVYa|gjWJ5I#69}P z>$|dXie95!t0`YTzPz)JQn;1Rtoxy2x=~b1nxP?PShmA#GER?C=-w||C9hw95-l4S zT|#ev{fMWKKaXj{kFQ0$85k1M3>y{QC&o$`lZ{$kbBE7)Dc5OX>?*5TzOqz= zSlXnhsHjYYSYWF2vJ)20A0Fq%A7buJ;!TEM3h&H)eZVjjZ|?c>Wn`9lUo<9y-NIOj zvl_@>CsN-ODR`4I5;dCRjip$osxL{`ZW!w-ZQLbPV?UD!!2p$BLX~% z&KED&ZlBx3s>qnq zd;)hzWIj~LbJyzDbOzQE=RO41|$MMpmvQrK}-mV|0jqt$r&rJ`< zyn6LJ(~%VfsWe4d7JIda^eS4s@puoY= zaf%G?*LSXu9zT}C$tkO-usY6+w8z+wWL;%uW*%rsiy>Em`lW}DH)u_d>u{V=X}2HE zqsCW;lRsmX)@557S`N3!R8>{+-TrnT!x}a{+!}Mct9aAq%~Fbrei*?}tp1p>&yf-# z4ujh^Zv338Uz>XC>&5cC(y7LhQxo>@e|X8M;$}F8Vs0NlapHPwx^XR8==kXGOY@_0 zHa3~r)}!$l4@otLG1rDTr3mxBD*eHRIN1{BGRM*wnHX8SnRaW-$?p;(57$!)jf+rd zFH>K<(0Y0ONRbxD{^i+fXQT9jsRkvtQY{WYPW_w8*%qZWPW?4ZA^Nr9xWO_&m+&p=Q^CU@tH2Hp@m8ayon1RgLtQQC7BkmTIkCw{CxgcyM~ETAp3~ z_s<~@$ocG5bNF22^!44kkn6r2ZYe1#I~W*DE!}y|d&!4n_66C;wwRBKT)Xyg47E<7 zMM_HQX|i@X4JO2u=49=smmX|WNY~cV+BY>&e;RlHso>JjkQY}jzpok7qIqSHu^a`tDvGQCg%P*%UlHsDx#oQ0)~+>e3!n8$X_6v~S;^as~czWgE+ zdE-KDxM+%gwc{U0@fw3uy4$yJuk<~Al{z^$n9w?;Yr03omqYu6vjDETAzmd$r_!$< zMKoieZ(txgGV<7dx7QgRcICZij9b&w6ejeV5;aJt4C1%nlwIKvr<$iICMM>0);eCs z{?@I;EA9vMYnMmsIwK_x^G`QvUXC8cJ)}y1|Io_dyl~rbx>=Wo*DN&1ws*gX{YW1# zN&v>Zs%E6SJ9KuU4}C?+F(@f1NmxioVtHw?K3tSG#{3*A_@+&pY9fN2qIVt@YpOe` zUA9XmR{ryNo`;9WNWrob0UxBL88pTlH_Jv#Gf$0ns`>i*@>zVp@j5;U?NTvW>rc|` zCnqfyvCc@DK#58->k-~c%Uz)pjQM&DeM3P(fs~9R;z6<10`u3ue*H?rp>^$bm473a zv@|9~`3wsFL~o^Mvr)QT?r_m|!Me{OSEnjYS4XPkSjm<|$|t=kcBhL$Mba;Er;}|R z_utw(IA}PVB60C?smB4{nh{;SeQxBWV+J{WuW#DE-G|W;3)*{{Hjlk#c~Rw>urN!* zAo`H(mmL=Y&2ALAZ5loi-HN-FG=B+tcD^n zbDGw&+fNTA#j*l={-5+}x(A?bNk zTo$OtpguZm_i@=>0|Cz3rbhSg-zRts7yfc-VM5&2-d?FeS42!K{j93f(yXpfV{v)j zOh*im*l|uy=~JgpkyqMH4@IRLw??BPHafOV$}+oGXGG30u{%3E3)PURx~6^&+AJT&^Rynpd<5K+!1~?2bEjqs|BT{9)swQAn;#yL{v#6S-vT z;V(BrV_@6k9&$Im$IY218ly4L5a&;tM|+NS>stAmwA*}GGg!-LJ#_|F8WOuWbx_6P zQ&Ty~comlyKc$`Em+ct42@KV&8>|m3YS$NN&FQpYBSiJ_@p0R-{|x{{3_vT7wE6A7 z4Oc=Ng|~n!n?kvzb?)K@fTprhpYuSVfr8E*CMPYX24pY}vcO!j!|mCYweEChU-+kR9ZjD#Ydb4WHFCVoyN~^2IfyVh9e*V}R81d?q=BPmaOo#nCcOPb{ zaC!HygM%^aHt+ckh&hK^IE6|X1GG$Pi1wn)VU5s3Us+qNQ;{yh# zm!lQ0aPabzTXGsFfgrvEVQ<>FG3h=vD|omn@T~D18mJ5)5Qp#eS@%2C@u@~N5o&uz zEy3iSjx&MeOaS?h^YgbSFUd+Y=XhN8ps)XP=h0mU4j5&5fG|-*Y3bSPW8@kWHHs!N z4&>(BjpogqXay}{?03^);N#_O|K#+cXSB^n&3RFVx>&uBLb-YstpEI}a+MAC-`@X8 zaB~^FoK%y9`nCcXaptoza`K8y&;2or7VU>6d_Fgv(OHMyxo+LMDCsE4IRKF~^FFb4>(>v0 zS0zuXU?!8=C>qEoW12r3-jb>xGTu`@n9=D}i$386@ z4B9f2MzZ?o!@|Q2Fxw3}^YiMT_)sGS85#co5tahu*iw{ex8*kAI-lKSBn^*AY-Z+} z4<9}>4++{$>dpTA83_Q3UkCJ71;+fcl_nB2a{R}SPXrP(IQ_f;@>1KBq{%w(#ipVN z!Y*0hv{?80(t4bZxJ6`RScJDhw@e$&QG}QQH6!)!@|P)AG7Cw z+Ag^8swPat5LIV)Mn`g65yS_5Pyoezhpdt8K{kE>GS~Rm z06CksZj}M_=m8JKPyIm0Qn+$1leRM=g1Wl8#vQo|DC3{evm;PoV>F7~$oXU4r0Q1F zGchss*F{N@H40f_s&LKrNMLEgh*@N!Ljm%SadXR}!g+HgF%o3~<0`GJ9Dp7!lcFO^ z`nzs*Pc$k|rI(cl`T_4P8~c>~}LuSef@O4Q9$F`=0l86z>vGP?WL zV1iWrD=KgpE2mQcM=S;qeiAO~zXFEAiJy}1!E#dib2N&6(Zrm(f_1l5TwJ`UwY4=9 zpZ%oN^C&IOBdtH!*H{09Lh^gP_UyE;U0s@)+1WI}sl|{Yj87=0emn!v7&eLpL6G|& zSFW_goj!A>X~V{iS$A@7RR%jR=|9?IDf!->ldvqj%0HWdoP*j(WmM$fS7xrN@u8UJ@w1MdHBs7#U zCLgHq%Hut(TY$fF=SOn5O9+Da+SjN1f?2BAq)gY!O=zmw#|ZES4z1qB6NL4AGVv^cjP%i6KNJ1nj#Q$1pN)Q*)aAKuFQo(NWX=n_aU!eArYtg6syEL(uaHF#=hO zE6xI`diU;K>~z-W>cm%LYEARwjhcBFvBtbB&}yHTo{XO`pr=q=TI>32BUn?KWD`_X zYI-P4z0a@Ge^xTh3+wLgc4)Lm>3P0VdVZD=h;rr0zSl2bzI51YzJ96SX>m#p0+$%N z($U=2l(uxDnoyQL1D42yT-izhxQGuMYrmO`5*yEZeuydH;Ud`wfM_=mvGExrmbyre z)o`|nAikc`a1HeCU5g34;Jj9zLOD;}g;M+RQdZmNzyw9vplpxcy&$6krI8RQ!{L zOA9?x4H5XLuf6@@o4DvkeWp`W^f{IdWT8n(LnEWI^`#fe=bUFrV8P0$G-NN9OeJ5XqiWC;C{g;p2njxH*Xvd_odWmVDVd3yS%I0Ohg)Z8^ zUHe~SAiO9xC6c{%LF8nEOY3@aL&?_xKXakIF3uTP`3lhej`ed;3LgPI8Z^Wz{59e~ zmp3HdxJh~s`bA7=Ifaq~T6X;*aSYCESbYN0t*;z3BNeed4A z=uIyy_Aej9l$3-##|icg6)`TfocRS7i6H=SOO|;AVU$=Ym7Yn({psZ9eqsIq zMWfU2A=lqI?G70HsOKCLD^GVR`;h+UH?G_0_(DVQc6D7D$u#=zE9;KG#`*4km{ZWuh(Q>aA7@<}*Gs zQ}CglyuGks{o~9v8NMiukg>~PHVh04XElpc%f zFO8x=M0|aHeXDBo@ou4~2Y4m93>#iRa$ZGy1p?6+JW7pvqnapW7SM*WphP z8R)l^>!#h^{rypdg|e}U)udGqW%UI~VFvf~_J)I44g!9ZW(2)_xzE+rwY0HO4wWcc zE+I(O=Ic6b9i2S`c4XkbSiRqJ;tTiA-+p_uyfjlV(3lYX%eDiN;0wyoP^h6_iyjO@ z)d}v_fT<{&H$&s5t}} zM`|d9nD~@aIk4ea{!RW=US-(vW zXbI>>`a*^hkT2AADZCM&Bn(<;dHTCpM{jUG4Bf}pRwcZ=4oYLH)1sYaf6ZkgaR%9Z z+qejJG0>b60lNZJHw4gW5R^t5JvY`J-oi<&kr>QhGGgc=UeBJr0#DO}zA`siE6%F9 zij3}(5Xky^jeTyo@?nAS-jR`b!W!~Np;D6$xuU;^U;hkv7>RlJ9n3+RtaI>Ukl9GM_#z1rbilz#y9Fr~H$jF3G0tvg(!W z7%Zy?LIt>1S{?gNfJ1+u8*HdpkP!p4IGU5{F50bt?0EflVpYvSi#EQSKw1`V9&l|& zD*wWdqDO!JDS>grWRm-m^dNjBWtNMg7&XxRr_ntlB zSn0q#|f=ZkT|HF-1U zO}7}ze)Y0o4baEy>IFs%mh-{v!{K*y9?7MK;zljT8CICmMcs9n?eUqz5$a%)#rzPa z(mVXPkY?N}E4Vo6`K_zVc$yAkpo|TZkO%+t%TU9VY?E|?+95p28snP5{5+v3y#fzb zs9bFbSst~{;!EMG7)Rn(plG8+m9gM6fmq8sJ3D(**5krloHyyHuiExbi-Y;>*_=;{ zDk>^dU_dd@dWiT4vy|JkBNq5TX$q3@v&WAga~n0O^PDTIsHlVY`GQJ41Vln8AT<;g zz|5%1jZ-Z-)(MPJQ1z@b9=N(P3kayr&y32UyvL?D+s7tic~V1Pym)alz79T8nsl~> zehfG26CqXjw`tq9^yZ@{Pkv%i77-V3yt8KgE}&Ik<{7y#VK1W0Jx;SCcjVTtwep3= zvCz{92Y7*bj&&3T1AyBRAUgswbnKzXT|c?Za8a zS!sPew+@Y@{5=Z*@v*jd$YJ=Zn#AfNTCYw%1ytyDCOLLf(LM8RuZAmpPy3zHyprF? zqQ}ZXP9igKY{S7@w2vP>k_4ZF$T0~~#Sp4Jw<8QN>G13OdjJpTiPV8*e{HUyun*dU zYy4r;CaO=~`Ti^2zwl#WCFkI6&KUzU;-2;@sQmdOeH+N(m;WHwIDqwC2Mh%#jLs2~ zVzf$5ItooVd;ZUN(P|)m#QRzN+2!HNXM&#?g%}(sC0@_X&(8M0|8pnzFgO(PQY&L$ zwPkegW-`(TGYvJ|T+`~=8q}JQ*?z6^1L0R#UX3^lXAydPf-NamFS)F1b0bEXdLbn% zGgA*M8a)3KN*OE2-PQwVKCyJ~%mTQQ8M$f3Mm!~KX3alE-oxE3ZXh3pPWk9ue}0OP!_HeN}yKSFwrOQ z1C;7GbjUq(FE0bjvq$N1?aer)S$qsd1`Q|WoTM-0*+W<`LL={T@8p(C z=nJ#?VF}iw9b}m@Vhw5#IZ)NMXLq}8Um!IUeNKv~kq>tq<^)=S=_Z_={=*i!=@GGj zNHo!CbY;xQ21qHyR~+uhQzEn*g^x*yjg74(^L7X!`525F@cc;?hWERhbcJBYY2W1J zF<2bRo zhiK@%mF^#U61sjrbm(HI(|nvat5P^rvKSDKXvwfgRl$M@04MlhGC1&Xn?<8YU7!g6 z2E?X1=Q>GcdmH~PzFdo=C+Aaksg@+Lb6ujwrM&U7SR)+OZuLoP7){jejd z;P~{kEI1DFXJhgM`7CR2&YYUXTjJCTR6z#^+Okr(P1+(+VOmt=7tovPK=X)gN!)BI z0r#ud!~(q-;@ofxy-8!n#8z9iY88n{aG{IU$12qJ2JLQq(+kH4UCR@Va5o)Y97Y9v zQ2)o5w>XLX*XFzH1Pi)|;Sa?#K{i(YH5$ipE-o2>ylBO=Xdvr|A3uH^Qllk9*0$~X z6{lK$7urXPwdkCeA_$u8NJX3oIJf)Tu$eUVV{{}nSTDfqfH3l909r>iTZhtHXhlYlzY=_l= z*32v|S^GIQv4V9%gTogr&47SdT$BFCX9of1r$pnoWzeDpphxTVRRuDs2)`Zz<0bbV zt}y6DDmW=F;rxzY)!%Bsoc!+Z*m;cqbY7@Psn1pB?OdjHxlI>iVO{D&wISR?Ea1#* zEXYWs=46Aq$mjGnUsi!j#z5e69z1Zwv)_Bjod5FH+9kGkkNvxJo;>v*wu&Vb>1PJU zuBfc4O4d#%TX{jHd!W}QC4eJd>)4{QT~g(*{--nvXwu&2rkG(8N5G(}sw$u5zzeI< zjyMQ&(&awvjnFe6^*Fe{V!XTd-O7+>F5yIMxo<`n{<=6v%ptlABZKnb*~=Ezo$E$AsQ;2cQPZPgOSh+u!3EW zm)wxs4cq_{oPxsh_Yw=e?}ohmOOORLu%kjNc%2vZm{o{eN&Sp%PlInpenF7=KMcbh ztH}fLtVI_iB`+%{CkCE2i5Q^JXw;jcAwl?}Ij!@gy-Q0=>mw?w7mG~t>=wR`ehI? zyYA;#rSlzZ5ix=xdWD+{vLhuk@8p`z$24G0G{7z3LTAN)35EI2D$52np+b)UB+j3A zfyUVb4uzXceo2~#z-;$U^x$1K6;GaQX-619`1*BeJ-tZC!oX6yDg$_>0I*nU(z+X@ zKmZBi9v>U~Y+A4wj_}ZTbkfiFwhKf)d-f}cx+prt3r3_vT9Tb{jGk&Z#iZfD`wja` z7$$x!so+2|o~FN_GN?O-4iN?S1)6FO9F4kEeJP>FcWJ<~(a;3Fm(cB9^Ya(z1sz~p z??&>AbUM^}*n>%X*pwrQvRzWL*WhVtU7d6q8vXk1^wRK#>m$S&0(s4^&~h7nLi#8K zUh5z#xep^ry9fvf0P26vwVeQn(z1+gYLX|Sby5kvXY+#dvfu}pEx1brT1BcAIE_zD z$pD3gU-x|jpz*y{TriEd0R{r;tVpLtK|aTHA?lpAJpcpB{$V*eIsTtt?v;J~_z4S$ z6Z8oaeJlOBrU9G(6sL3^Y0Fvx?Z~@K0rbF&EF^Gx_%!cw=k2thf6U^eGd8lx;usq(&*dL!W!cyb3apOiZ8?Yj$(BdMIx`PSk z-jri)>WDlMA-9~jzrA1WaT;1G@@e<#H|2PNc}FBn8oD#L&V$QBUpW08Y?BZL2>AL)Ej98NLx{74fX6@fekbt_ zWbBDCVAg$&P+1%bJ%Km}Qv)#x16>}14X_AwEn`svuThDzqyO05T^3EDEO&s9YU@=tsxc%5-;-W1X090^cY(?e) z4hbpq?;@o*lmEwtgE!te!9o?1gdg`fwG&DeqY&)&^!svDOw_-HGX`NI7L446T+E8p zUuEFg#%O*B{zob@={-vcAIrJ$prF9{xw|%dD&i>Keq@Q~%me*b9m&mZhP|o1F(K5@ zvdW)F92(0w?`}o_UT6(o5DAf0Gfs=cYY0h$5)h{o*yARZr6Chf!W1yypphm)0x;EA zOVxX>tgM`hc&Gn<4VuX$un4TXiQ&w)>`?*W@KGcW`nqPv>Stx0Gv>3gt840hkYR+CV$WMD05pOS3C zZ9l^dhYd-Y1{flfNU650<+degnYgQ1e88rbHCaI6ROGfUU%t%D!XgYVOQH_F)xim10DA|{L`6m6e)tk50&=z$BBFNL zi|24gK>AVv;vM$>U^A%v@cPxf^|$vMQF?dpQ&$;HsmKdQ5s#UMI{RI4dDf#LK`nuV z@M_ZbD-ezj?TvL2hhP-atqS-Ixnw-9sDnnWF(-I>HII;)RsM9a59ql_D|+q=Fk?6u zs|_>%#?rmK!e9*P1G*DhPpId*wQE0q_;4AeiG!oY;J~gKn_n;{U(VRv|MV7JUvJ^( zShRE$_1w90(0oLU;j`YD4-XF?KpT-mFD29p&;!7|I=UKzn`Y53*$$tUya(i|KJ&I_ zoP5%|5!${jMW5QT%y+}ou(q~_ly+mVF@fFN@B0d1a4D1tBixs4@9JMyMF>_?-pW?h|5e;Z6FFtI(Wi4Ns` zLgCH+(>i)^eq{&gnms!&4!TCEP>HpbGMw=Cvzp52l8WgsiX+ntBi2sAJxJgZF*k*9 z+z3+52_Qid&B(nIXaASNz++Tq88TB#k3@+Vvs7<3SGR!sep=cXbbnIP*Ka%U3Dbpe zDu~zh$*&gGJlJ=4{%t5XBp#^v^!gHkg(SbLm}`?nntYrRkK@>fz3WDN5G#P0Cyqc6 zDLBNBCUP%Hqp}w)-0ZhTCW>g(fcMq>GXZ3V0cmVy5Ktxrop%IrSWb<1Yf0@F@jfAe zp2h|8mxs{b2dCj>SxBK~w{OGB^B)p;=Ox!ci9}G8V@uJ9|7z#ip1pzRY$Zv4zG`7? zd|VRD&;pV;9lu?jj=eZY3l~NEX@Y=hyY+Rw%nUcZ5t9sdWGu{>Cs` zX1CUR&RgXzRQb+-Y=PowoQ}@9$HvHhrXSUwNCODEZC=>I7=<}VjA^J(CsH1c6Gjng z7;LMGvLXw;W)ii15P43ky{0~lK*9A1YHFR%%X!+|vO;?G(O!gA6XbJa(Y)j>$&RK} zcASY+%7|}kZ%@MvAsQ}s>vGk~@RQ`!fsZ_$4k6?UBqSvKPV2hUL&6~mK$7Llyxp~_ zZH9;;m^*NXLWrRI^T$`Dt$lEti2EW^fSWr2Rk0ELVY1DlfMR%bCFVWX&! z(ZE86*v+7rbkmjIwtEMucLb3jgJ)=6yyp?yv18W=AJNeXC%Jpa`QZ$!d6K>%h#UG> z;ca|4AMzt%{Ky_diqFN0IqY%HtbO9@AAcM>dh{xi9T|#B$C#N*lfPSOXzA#*Y*kE2 zPA2*k5?$qr*J{!(w=e(f+K#012c6)ysZ6tb{>nf}DGJ@WiDrAB3&JdJA7)idMg5eR z&pp_PtiUFRA+hZA^L8CyKv}K=ZKmaNjoG26!JCX1Twahu@GGgs3R93(HCLV#AgmXo z=}MKsfr915gqz?3zyA6P8Kc%oT2KXaOCpo!98>@Xtb9`WjT>PLp&CsOejV%HF9=po z*2}3WIKXcwO|Gc96AGFc!*cdRdt?mSFAosF)k_5M_zk zO$?~HA4S^%{DW!jo}^)+ArDyxEgymVH-J)Qf9WqoUh(5GjYr8dME1m>BR2~+y~W(5 zK7qdjHDN@Eem0r}tP=zCgm~!4&Jn7FjM7bF@e{JA#g)DqbB}Uh^D6H( z%^9Y_VBy*mR}$Jj-2|AP{Y9QECEMI%)}3-{jxrCnGsuD>Pw-ohw4Ai<-`0Cgv$EWuWvgvmn1Q@W01y@m3u2&PhtgpD^#Z6(L`)&= z3#9oHq8`x_A#TLDTiH0`nrhyxR2>P8r6u1nhj1WL(BOl}B5Y1r8K(R0xxG#(m?TwA zJ_rTvrluyz4*`)FVv7*BN2FNLIRzjSJ1E^#7!6WaF1c-yz$B1CIGo&0Fq}so9;DPs z1FaIXitP1h{{k0dccv=o!~|Gv+<8O~vo;&Mg&0Y=mdvP7!`H)zOzlQvgkcj2{{eF> z2sBJt-DRcwfs)z{r!~HSK833vAQKk=2630Di|r(P0W(n#q_`#5HbvEGR=b?f1_h~} zWPGdzff`8kYI$+g8M#U$dWH%^OuTF?rL>zLHUXHZ;IgptiONDUQvPF8*4;CCMIkRT7gl$ zAk0*}-|x)rH)KZmcMZ4a$RWQ>VrYgu(#MSopjlXo>nvto zT=lhJ(e?dGhT~0F=dERjibAvBec08~Y42xdWhtch^ME7QU2vxq(-0**zvh=M$8HtmZg@bBM6vzw{yie{#nG%>Txs{C z-^N{Z={Zl}JBWW}IRA{X3Un%#2FH+)5H8$SvM~pnPpIvhE%w6>8UxQmk%i*0+_|jR zsANre)cLU#o>PZrc3fOA_f6*}Vkk%>ZS(^@OP zEfh)#B+v#J*9Q9K&_=L0iHK58yFomVFN|;y{6=;@hyYz4)AUr5T&CqQk@leH@Ba4f zrhX@y5eZqsGLb-=D$fXlBw7X#PqK8Wh*l$#NaRQZ0NEsE9`eDI^A`ZMcb#K=rjdu_XJE zX!C&-iA$b@pQ%*;37$neBsyv+=qLaDPzqW2@MnmUW!#*6d2DRVZZIyx#$shIP}+XO zIP^Z{>G*`wIN9rO%EH8S8BzPX^$ZTLP0VuSn!BzZEac z<>Jnj{&++0ubiJ?j-JKevjG341N|R)bL`!yn3!@D93no4BQ&%Br22Vm&&n0kL}Do* zrHb!3{BCnX8xOmmIRvVw7S?%bJO2xWsUqOXM8(EdkfPEuL1HV&KYcJ*Zi6sOYZ*+| z@nE!e*5+4P)s7?PS->p zA`xJJ(|lgUR4Syz`Mp4FBceu8tjw?}x97{f?P5^eBqb!08vMir7bg!`x81I6`DM$# z#M?Zi8YjB1m0vd=A-Kp4m?syHlY6r7)FB}bXoZs_?Pt*o%OD}=7bgLzRsf5ihAtjp zR>mwuMURWXCWig|b{0X`1>BIv8Nv>zg$<5Ho>h8IH>{9J24Q?F&Pvu55v%PlZ}&L{-E=Y?ggb zYFs>W{pF`vV`$6T(Qd4laa3rc3d52GxT+(iibZdp?$61$YBkPaEPZqNaf4k4)HA2F zc{4PZLN~?sdpjU*l)qiipd9|F>9?UfGQY2<6!o`v5r0376W4{T9|+Z&dn)J4 z-OU^(ZJD`Ph|Q2DsJXQ2fSJGR2HEQ9RJ?o+hS-a77K@TD)Amtm7~-oIm^X5oicw<{ zLaX*dTBWb-c*6DZ5l`i#0k4=}i7i9_!da z(zkzA-(3m0$qcHWE_BtX`1mSv`s?X!e#cCdmkNd@g=Zyj(l+9*T=(N-K77@^Vk=J@ znN5?Uor2(7B9LzVr=Wq_v1N5r!_ApWnS7L~c;6OU?pWqRzPaxq=H;vz-QoTw!Wdzq zeL!XF_3vEhRrEPcinNjNYLv3*=(3lmG&yj!T+`$>q#R9_#U>g@lbqr7Hp~peykgjY z9C(_-Ol(hTtysB!MBsGCWir8yu1x=Ds{Q|oBF$Q^f=UpHIt{_DOr=;hA~~5uMn(mnERp7c)b@DeIfgnllKVE=jX;hik3!R(G7QB zTFS^N`DmN6PIS{?BG><_zDg-Cx4v7WxtlB^-?$Oj8&M+2o>aXJ6!S;@~dEcPWNza*+`;$;AmBLH4T@V0 z^?7C917<54F3-))EuafjvSzeV@d_SGRG#=P; zT_neR+PyLM>5r$T4u=`$n@apT*u8{#2O>kvkPYa?xrt*qCZM|eB(1zUE|_9?xDCV7 z-pmO&7@H4mOI zph4}123$D<{nN~g1ZNUOf2?h|qKDoxFfc&P&6%k;b)IiMU|w-bw8R>HW?|UW`M8`d zUP);-uF*Nz2LgLH@1u6c_MCPPWg(c|j8~JYS%fthSz&+TyiVeozAevDvx^0WT=- zf?%7K8TnIjC)DyC(i}5dO>z!c)=8{DBOp&o);(d1K>-(bs6af|AZk z=G^DYdwX~aW<{$6=7-K9gDFG>Iq$(n>MHEq@&)kgzPp+2n7J2uhZ2u}rs;h&T5dAi z^XKXldK;8XMX3R|i}wpr>8#sM!3e0vdsVA`BPW<{hfhFa^wUc5!Is{!pvu7tyJz%H@*+O;^gwu=yDJMRDRpaeKJZ>d_ivRdVwEzCb6E|wDFk~qgssl zR}r;2NkFq_sAgt9WQ8SGCS!>^bkTNx#LWnVjd6wmL$c(6b7kfN0kpLv|GKN>tWl3j zQ7M9eRE|`mm>SI6?7oQOxI8_Kzrx$7MxxIQaV)#PeqH&8OWF>4=Y_E+G+Zn`YEHI) zpWMyw9S;vBm$Q*YkyTF4uqk|FBKJF}dE-S4OD9KjC&d2#T7`?5JG|M|f=IX(n=$uu z>fOKtH9YF`H+{v+%We=!r7-;hJ_(8b=E-HAc8gk?`M($bJ8)?*k5xya57Z6XBB1iFm8S#3>5F2wSdGrA6G4Jh_uQz zDB04_&v;niTd5gEy*%a5m3>yOy&Gev5|N$=L$h?AEmx}{`#N7Ic_W^fp%*gQ-PojCQSCIHvNd0jd=B9uFINa5 z_5~9@)^@9CD}Ln$3XqU1)zwja>{duPUWA&3%s7#!uv}RL5fp7c*D6pBw*()oUI& z7jJCaQGht59mG;E+*2;YQNRakH$;9ytQ*e2_{on+of&Lo$Kz=X2}>f|4FU}nY^%r= zxWq8`iDr-&k-^5n0CG)(A}(pG5cKhe)92_JjAt2Tfy$P%3?FapaG0n>>JQKQQ7nl! zb%8k9HiSDsD@{sWVff9B8h7gI>O!NV4ZNn2GUB0A^K5Bp*-D?oyW*NQNuL8(`=1D8 zTA+E)&#k5hPZ5O8+6Rgw-S8loyV}J4{um>-4MCH;ulLB;6e{cEIt3T#nKlahbqd?=}ii!F+q*a+h;8DtiJt zJNztSsA5MULlBoqaIs%p3bGB80NF2FI3GZXQ74;Cami=UFU3Lcw&CebfPiT1f5o~Oz##z_Eoz-!KGaMwsmKEBsEMx}q7>ddX z$JTIDBDEWFK{14+#_usK{7yPGnen7Q@(!ogayPD+FR%8a_CeXuu6TJ0O}>I={t4aL z^yZxk$H|j*GTN<_2!l*h)dU0C4-c8I9+&WZGh62GdzEj!<(ndKxv6f5?9l!vpcPq{ z{{>!!;Q0eQMI|&nJ-tmk_6^_`fH4Mx&6+u;9s&(%gakS?T_^hGx+G`@%6z>w(v31c zIWHJX2V3)k8e>$&sj2#(j|e&}Jjik^8x}3eX|xod>1i*QQ9Vr;&DUKc;j<};qE5>M za(wI|mL=XEAv(&f-|4VOHEH^`2Qo8rw@8P$|b`RkP#oNfr%o0(EBaut2IA&`y zOg*@ZKj`)+m8sT zsw^1rrH(wCj%($i6U;98%xf1MQZ9pMD-_C#xU5V3^FUs;;Ogk2(KF{FMyw44%nNl_ zCPQIE^=|}0QvN@?k%_0g*%bWTE^l2?P(<{@qmx<64ZU^8-hAj`)83uNl@_HWDK|n; zc!MuxbCba$EdT1z2S>DR{d@G`?q`*kmhWco^LivlWo*@*Ul{0D>yZ;*j_&{25tdgQ zQWv7!!xfc~P;JH4+H-ilBO|nWR%>1yZdAx+olzQyL5jtPn$*E&w&9kHq-mJ+q{oJ<$>R#HmPcnWSuXUOE zz3`?#Pq&NnTIsW@X_{^foaYV;aJ;ElA#;Oe|8o0ePNF67f{WE6Rzx0<3ETW5;;fDO zLr6amxTFm%CWf61X76`g)xskKV}|D+2re8XbUhvBIoxX|wfUCDWPGFJNX!c4RBxs^ zlLr$$&6gwRVyUrF&br z zpz0ty#M|>iipqFz{dO@ZY8*hPXl#P|1NI=YVGtQ?k;JQov%^>#WIy6dG%_Nmm;>%| zpS6ZCY7URtbfA^=E%~F~zwY@654{#4mH^8J1yN(5(ES1qHi(V*0o}%08eyN6|GOAQ z@(3Qpv;q+CWS^Rv5~3omaTbx{s{OhFpLeM;mFf!4H^Z(lNfTKk5+;cZz8^xgrjJ?) z#gu0U0P_6{dDfqh7pB6%V6wID?`$dlw}yrewHtU=kL3s9fmf zDbR1w#Vu-v>@Xg@JR2NiG(@OvA}{DhD6&{E*p$NZ(53r-7Q3s=T8TO$f0olggXaJ~ zJ6(P5G-6kl1R`4uw^%-PtcJUg3hb@W`t0B(4y}*R(p1UZXwU)~A|6OeI@p*`6ixcB zRkC+5qqWn@*UGWYD=EpR#%s#4(J41CB{()(J@xwUMo7ytHrT2S=PQ%5dM!Jn{+`fj zB;tIc4yCWP$7o$xPxk^lvwOj5^c$Am?-XYg!a7PRPI8=^EX9i@S-fQT=RhkZ&X^Dt z&q#`Z&1H)x)%s5vN7!z`L-U*rVaI?dv>*+$H z^P-$PwxkjB z6#*Ov_e32VS?(OLYSIvO1iOdT`PoPr8vr=;YeJtK;N{?HyLHLHz<{`XNQ1E z=gI$sW2BUnltv`+%2zkm${TUVS?dM}%s^}nAB zXzh9N{O?(S{{p)Ik3rHul}`AlFX8{5_J1J@^8fN^|06x_cl24+h$JLrs}ytty-=}v z$>RWaTs`m{-gQFyC`l@is?iJ|o>U!&VMDcYJY_+yUyj9#EbAd43vA{SB{X|sNLR2m za^=|#@(gfLXWRM&dr>?Qg!>ce$HNZ`flAm(2= zCxAUuvp-7&gFqBXzIOKA-u!2uE3S26>EqYg*ae!km_M_zh_B6Nz>NS$H{HgTWAezr;s zj4#m?Ai0`gW5j1^Sy>%e=9P1*|E;+<4Xd&J-@ca&nUgV@QzSz|$yB0{u}PAY%9tq) zG^q?xl8BU0lF~$l5T#6|3<(XUB2i|dG^p;+;s5*J!}H>~-#jm#YrD4V+M>1Axz6)A zzQexn$NqIH&=dHu_(M_Vq?PX*>45x>L|(sOAg4fLJOv)T4QYzU`;k_;0#!lmQb{qF zKU=$@K*U}^`{VE5C8s^Cd%fQwB&%`v|GdusTz0!;&>?~bxkphpu_0XS-%@`HNwn1A$QIN)9Su6eL0A3K=ejW)1>v5`j;n z7hmcDDi)!;h~B>HrJ%S9Y$>V093wEBNPDi%IiKS~xv=X$*d3gZq&X6}hGH_|5-I=M z$GWg*MMdYImIQAue)cCKDJ8OopNHvx$e6G>pyue)pu6+Nea>C_{q>ek3ER(Vq;|6V z1th%&!s-2(H3?%m=swCkS^0kW@}rqwe_U}0x!BQh<4f!F8|54~HXU2vFWX|7*M}E- z)QXED(k@#+NUiw;?xnc2G4uHIYaRZ#ifsF;!B}`64;c8boCEB>{Cv`q16C1kmLS85 zxwcodFK4^m|N5=dchBz&S5-fLEfajbjm8kifYEm?Z0D&Jml!=zzuc3L7O>fS(jhR& zhIZ7p0`{~Ed4JBLwwR8E_jjl-%d7SJ+L&Kl#Xc14uI7AYRaD?3n8J6$>1utK*WBF| z#&qWo1yhZa=CxPR$;SjOZ-@?fWI>dT?TR-geENtMKKmYFn7uRhA>i_R(<^QdGGk&Q*{Nxdo_3sg=Y_b~}JeMkE*#*jt z`f{=GHpqqp-u{0sfGKMzy5ewe$leM_l>9!Kb$8QY4(gLy8j=K!AUOB12Hc%S(_dPi zPx}z|thl%m8p+-hPG&V^X8p%SUN64rt8#_j52Hcgg7cQQX)#!`EqVfckI@op9D#RI^{0-=nj1tlzXqXA{d-lfWB(Dvz@ltqT*CD{XTfou;0W3= zjg978Uv0?|vN2K0iMDoi)7)sI8^2C|uaMTR(-GT_-Tn{brE$e@iIDqQc_aPAB6P3xN(!|9yjxwAgKjkMqKBdS*3AAgUQoINzaI+qT~)R z>oMBc0-K#3bkurgqFIUpr0oZ}W#?Gv{~GxF&iv&e!Bq+&K`ji3U|#F@td+is^zat3dvJZpY9dXUPMxd;JX^-5h2qOPgo_Za{|~DYc{{XNHBz~VIfDk ziMVG!20OG=hh$c8Pu;|QEL^-Knq&Gx#3JBy*`c$}aGiZ8JHK-vclCrQPyNd(zw8Jsw;fS6>DdSn?q$Xivj@5=3ZcOx$Oabd&`FS@7eOjkBkh{R!TeuDx_<;9Cw3ia04p&P zdLYmYet*1vwE$kGe7$5$w~(2qZf)D-Xy0{%dGqRJ9Fl3^N4tcCfoy|5GhM2 zDMU%|DvM&O8VP(^ZS>XoHcUg zl-jS5%)d&a%oAcg!OzwU@WS~<*W|5Iqb}=zZVXuW-g8vK%aH;s2@Vd9*tVgeVf3>S54>!GEil{=ciQo8uO%x%Bp&kF z$Bh?GQW6RpEwoo_(7L2CNX8MBQN(5R)|!hS-YWO!8SHgtlwg zCR3@i7wA*~9af9(Ug%7O=1Wmv8!$frZr9rPDxGcWdH(GDV?p3Cs*Lzpbg?#d`(~K- z4Gl{-A_-a07_ZLVgDK}6ju0Yxj}VJb2!EeWC`*Ws4{KV! zwEngyINo@a4hYJxFP-vzQOnd~BE4V+3H&i$W}+1lC7XD=)?GCRbM*ZIqKvC~uJHbc z0K(AQO{>2*TPui>XDji3Tjyp3i~jKhwO$%x-Y|`&Uf{R?_JK%^9ES`-DpU!Ym;bl^ zmt%I{H5E8EJYwY0F;TpwRh{-18%2a|*H3Y0gA~Q5i&LxOsAX{eQ`XB9mdAW-cjK^Y zvi=B==LtFcfum~T9YwpSDD`vW(v2H83Ry8fvPUYf0s0BOTlJH9s!B_1)}$8tgvm_% zZ6F|E5%opK`ELmm1m@g7`u*Fzi{EcF4%0_H{;#G(wVNmQjYut`_@J*`q26wTl&93n zgj&n8P}An#&Kt`@DMG5b;~&IV5?jpU$F4ySSZOCI4c4#%>z{<&IKo{MZI5UG1s@;; zKq4p|f0RO_7ZV?^BAQ`@58sB#uZUvgcz927KsTNeh2l7IoV1Xl2<7oetNOVpg^nWInksbD;yJzo@>}43(dm2X zG@(vFGc(@ij;|91BMZe*>rYz#Dt3Q9%l+zI?RM$f=U#t$BM9?L7!n zABh)&gJ(-)S*5s3RxJ(1(9qGGF?${=0<|cEpCE7VPpOrVQJU8*Rz4;uj+7)DZXAy? zC~`iZ!BVe>Op0h}^lI5G1m|G0t8mm2f>3-skNA(draZg<7Tp6(4Ejs_-QZ@f;kwO} zlkb`$P>Qstm@95HX^Kl)?_c`;@+pu`G^Y7t@A7txi8BrrZMAqXLQs@@9XTuFE-}{W zU(8QU+CJK<>C=*bg`a3gh1v_P?1TVqL?XsZmp=c^H(R_|tL~=EYM$l-)o;n;O8C@_ ze+6L3d{GVx#8gNq(b3^f2ZIE&BZGK&5Q-FbnBB5#Hu2 zx^Am?qf8J4jIgaw_#3p6>S7XW{ugIlKOBzuyAtFz$zsdhUjJ1WJ?H6#avGyjEH$BI zM-ww%>=jOwhlp}r1VrSkSKEFcc-c^?WZ!~gBfY4bgjv0m(3a~juv}Q3kHk@Q-&ZDP8 z92{-Le*K8xVkF(WU9czNESlW<1VwGl6F}U#g9tKnN#W7Rv5ttu6T)%qC(pJaE&BJ1 zxZTc6O0S+PjPRlX7M=`e;}|je@uT1HaAiK=iGZ+$Yxi8daXi=cJ^@R!U5r>|zC@k&BdT|)dT>?lBW*D1g z7~Rc9Pcr`IkL#@(%|D7>`s?MFo1(=Llyj8~yYXB{`W(IelW~N~Xt0OFnBFb^mR5@p zHdx#ScHaojSte4n4-Xb%*kCNqOd8%uYnzD?Tg#mb7eBlaff@4MXv(c-udlDSS(q$& zA^oFlK)cY$p(i8%DCp@#ndvAQ9$IT^b$^r1Jjz0y}=11%xDsaF}CF{H<*@zAHP1H5xORYeVE_Tf6}B$ z1w<%6Uu7jF9}fD?z^3F#M1*Q7x!Dz?$r#Zfcu~n*w}QY`=oY3~AlE zHOk)sva%nYCMzghbNw}p9+{-#Zv6fRddKBWEZNKEdlQsLIde*I#-um_Hzr0H8 z!3;5p%J);xz&rP%>qM3KpvnCSfdL) z+}nzZHod{+l?_q}?g+Yci{|ZAq1~aQNB3ZH_cP7Y)AL?lUVQ2UcOvJZ@bEF; zu62`HoK!r}G}$UhF~uPmNHZ}p@zm3gk2Afz?%cVP_3Bms*$4XXm>az_BV!t8X7+Fl zS-d|k7I(P2ek8?mXx<*%Vn~Z!Byt)Xr7dyGBIlS2HTYJK{P z?rAsQ-WumXd}gGP)(xALCKVhdhcDuET^DR}4~B;N@*6|2VDV@t8MW+kXF#7l0Rdfl zc5F*I=S?N)cSx;T>t1C&{&A$5rV;Z}R=D=)ouE%R)5grxE z>_!FzzNId(-?HT<$4%@pqI+J*?^Bv-(*X(y?x ztIH}a9mu`YF*Q9}*HzX16-UHpMis0;_|D+HZeN$!*eF0N4t=WtT%2PJD6i;pR8IWx95q<>I1wp#LN(N%DmYJFi@sI0ma6Tlv$64$0zpv<1!RD)V1Tc`|845X0-O!;MeNqDUAxm-%W5=P&~t-KDxE5K?v$cp>j+b>fot&2^z^BT zmKpMl-6^@aMn)o>)aA52r}ppPe}#?BPN>ti7^R-Rs2XtvhlT_6s@9n2X?oO+#kwg# z7}HotKG(QaIZamX*-=Cj7OC8XwcRLT+GSYgJNtbStDKft@^@RxQFN5oQ;Imb@8a%0 zGulWeq3~9IzKrf}&U;3&h7ICO#;U2^)NZL?6dD$016L_g`D|L6#w?cRW=*H6ZdxsW z9U)q~;?7@31^$*%uTd6R_a8ia){`K^@shrtOraHfh1cE&;87BO`?%*!GSLI3P~<_IdU7 z>(|JFwe~2T1$`Vkeoa@}fSvf14A#)-jqzXaM%APZay@$N!qBEoyLPu;y|S2^^Xcr~ z1xiQzn8n|xih9f>ON;AUy8!F!uuJI5#O~_ccU&8e^OQ+UhUwA1;as@`8@{*n+qWp| z7-F{i4d)L|ziHt!#8rK&T5N)lY$&G{eJDHpuO8UH{|;4{{k!ZglEo=FpczG_w-F(} zO>g(};U>57PB&+Qrj3nJf;IAyVYIV*kZiV&O^;<{)NUN(Vp9#aTcM`(=Gd&l)T#Y( zgSf-e*n=I>^r(V2Kp5rDOo+Vq@L{h3Bh$tgVL4P)~rn(v{JilEr#W$5|ia$B$Q=9M6&> zjmZw}fHRbVsp+tNFY?rEt*u)H%o_Twit46Kn>K?PO!%tsXy#0N`>_~n=^E`+%diZj z+Q`bw>xgDsm)&!!V6BMd%pkSEwlcem6u&_pi$Y;+@8B>4u1yUOwJl>>t4#TUHD)%Y zpg+xv4bi@igKn~Y`}#r1`I$Ly-MS|vqz}hLtr9dMJ-%UswUhI*%D1MjeLOg}&@QEW zq=)svh=@RHTqTheT!e z)0neoZ3)BpjP*i6?}KNN=A=nF=S*#BVNYum-7npGJTx@x;lnPHA0Y6jfgO^Qlcy6L z9%DY#U)!@kqY%qyEWhC$(z2R4k}KA(_2q6yo<1!_xrm$fbUi&Ex%b1aVA>H*#Okv# zy8lchXUZc-_Nd7vq^wx8W^Yy1+TDBi+R|QyvK+A38jDMX+0vzjbzOrLBd=bSBMt4k zcyauOjT_Tqw@y22psZ_kuAyv&gTpumRjSUKkULRJvVxn5XD>4X+FsuDdLQjgRzZO* zI`1s#uLAr=B*CdqoF)&z_o>^!fny%^!TN0{BT%j`v?X4bt*P1E6ZhyR6>DFz4*H%bSv=Ey zQ2)C|1_s_N)U536c2ows6n<~Nee23y$HA;9bYMZUMc$Os|JDLn&t%~itUKIqw5zYM z{&R`@;8sC^H%ng8imb(GEpKL<^w;u`gN_-%&=OzV-rG(uj1|^Xd=)8d7{_X8%tEm7 z=H0tpOqGVcA%Br#<2686vHWpSQEv?m4awk`k4zvd=jH0NZftmU z)iAN0CMyqn8(W0YE}&0(YhLE$NQ(f+OebGlQ8Xt{R^VQuKGB^!w!=6J5n>Ep-yjj_5hs=@sH z`SS+KJvH5HM|sCZIe?{b`bkn1&0nF-bE22S-dfbYoj2x>t(vl$!Ry%t-jinLF`z+ zwrzapY=}B_N-}-b1F7i-2Hh0(XSlgt)12L1R_roD02flEqJB%R(Y7w}VfgWu7;8om zcz)S4LRB>>yHcxUY^&gz?wE|~IZQ9zV}7pp)AY_=x{#`TL0#Vx`F)NZ>xFS~?_(9@R9lZM${~xbj~5X2b6Lw@q0+phzYAB4YAe+r@G)Knj`=A5t#DmYsXR(Qn(FN@ID z!G21q<^kOOn^YpDrKOrsxpPeD_=XH0F5S^bippAH=~r4M=5M5QKaoCd_UzdN3EzGJ z4liF|LdQOrrH*T7Q18BH_ikU!@e?OX%j%qcS{Sy;!qjvRWmbCt{yn>PwI(i^*}hC{ zjHdW#%02Dv z?X!rRclI5xei+92qaowQUC5pryFW$yKo7Go$J~p$9JcuU>E<5&fu)^HhV^Dwn45>q z(d{N{qS8yWLVN=oCNYX@B$ot&C`VH5U?SUXs8!;*b3ehML?csvAbiJ;R=?e*p^Wgu zRLwFzEnHM~z$H5Ygx|0~?$V}-HVGg?ztLx;AeByI_UuAptG)Z{(uDpCFXCk9Gw3uHz_`=y)15f^56La}UaIiJ7m$-$O z%tzC0{^U?{BwarFzf}xvQw4Zai0J430v7f$_K>^*WSY*Qnq&qENP_i!KrFG6cGn!k!$nk{Ln4i&qnp;mIXw}Ors(~k5q{4L*u>k8$2qFr$EKUTFZZ&g{C(prT?!A{#!u* z{?nWq?B~gfcaIrJ@Rurm?dxkbgS5t|j>EuNu5aJMxteST9g0hOM2R;Q2@R6f{K5wh zAKoSF9XfW*@7ApuYO9`+)k!xc8SWFk!)kUi!*FCw*ZUpjP(Y&6?bWqwSBZ+(_fw|^ zzsmHo+JFF?yYy_bcC3lY3C%51e4kK85i7sQ|1^lFT-VrW3$RuP`<&wP(b0A>z z-lQZ|nuNW~WM&duPd+V_k=8DomoDv#$(P;;=~H$l=^oz>HkLaVE*q-A2V~v9pD^oT zJSVwCHiys6qMu8~c3SkMR0g*|cvfuQtU9Yd?R9SoF@?x65ubrEeKFiA4ttR&*SIVE zNBo}sP3QTNOs^WI9~4W=^_$^s#yn39wRa1kNj_lDg^L$QsH+F#Bqk;?r8Al*>WqPM z6=}O$;PM+D$AFK}FcmcKi(%g1!?4h(6pPBi`axC1K3!eruFfa53MV!HX#4j{ zE}LIp(_`HZ512J`Zgfz3diq+BC8rM$`o2ha9simTv@P@E!m~rqnKo8-m2*E`U0ux= zng!1pWuBj#Snez8lRF_`Z&D9V){BkPFp6BH3#d~lbMfR}M zdC@t3zTgdFqK^}X;XlJc*$zcS3_@oSG$V4bmzNj6yDVV4`?GOW3gPcQtIndxtDbmn zq2;XREo)QFRYr|E1Cw!J{`~oC;f~b9%dR<(#8E=H_xt){S?k9~V=?F76m(@g{;)>M zJp~z{pddeXg@pFuMY45k3{ZXF-vpo?p`me5~hW3=J3F%0Y^LAjd;r*w+@v z6xxXq3FX_)eM1jGvV0h-w#(NSMq&K8v13m$fk7euO9;12ppdeQ!`Hx!-Me*bC)kVb zpYLVEPscZx0>x00qd@8@yZG*J!hdc_NhpH>MrpaTK%Pa<>*HW=KNwJx|D7Ug7hcPD zLG9FWQ>I*_>d&w9Y9B0CZ9|(sQD8bnMMa|W6TbK>SFN(9+4xaYa~GjNAne;4fNr|_ zZXJ!YurE(gh6ZCS;Xr_KRK4u03X*r0#@?QC83j$zsxKFu{Zm)EL$)4Gkc zG}DIrv3SQYAE(WmKOvt zOe$9qeiaoJSI`wv!gY`6WYX(lv|WNvUXFp5XX53Cp6f}S&e`TVIyb*(Q-qvtc1jfE zNPf3vVeKLjTQg5VBx}sl12}*DIpx6n@7r5K4o$Vu3(p&q6AYe8R@s85H``QKS6Ac+ zUjPa4T1LnCa-`%fNRAAK@{bdis7ivHZZb-W^$}CF=3`C6|?uB(pqS2VLOv- zVv8(}@P`-_XIGuO-5D!&vVftf?tw`N(2sr+-7ki!V@31d`p|K!I&vbr z*{sW9Y70>-=AAZ*vqz{&OI`eYtTS0jBJ5Cc8NU7Eh5Yn~3p4peuB_E`3%PrZ7ER6_ zeRfVUs5wD>^Web)AaX-9Gqa(smM+JCGnur6|5P`ce7ej%{{EeMcJwjR$z=u6#D`AV zHiqKEdgaPC(MEpssde@B)&#DrZZ#^*3)Hnp=YWmabZ|NnljRZ@H@91ihV!^#nUpmC zsHWj!uiVNIX|F5NEu)i8#24DFS27}G1hATHIhG-?Z90&YtzXR(%~LyajHfl}4f*m-1++Sc=g=GTN8)ca;2mY?Z(?1;*6+l(8HEtwTA3nJqPA(i?{;;G(j;g(V`}W=R{xUl}8R%TTrmx?ezncmN9bPi< z+_x=_MzyuIp<}IYdDTBO+dj0<^Gx?Y=Y88w`atDn|LenoiVq)d5ioGi;$+9rWX4be zhDTy4eR}h7D^-*<-2n}h&|`bUc~!iB4-?YWe%rR$>(-4RsP5$^`sd5EZ=VI9p_`s( z902Mk3q)c$-0JpJmm6=k`lp<&S|>w+G6q}vY5GCB_^(8{%pZ8UpRBBo;A5iCp6wx9 zK%E2~^b{RI6$NHA?l8;ek3U#8p2bIEpf{h7IbDx)%da0Lja6ZSKvrl%qc-?-{6|@k zabdoCh=E4~-6LG@efN)I^8vKa3K_Fp;dH!aQ0~(va@#Dz>Y0MI%9@&?h-RiJoR)uD zbEBztnS+y)VygM*n7iF&qtBdq%#@!h=(NBLE187>D{9K#{asCcC;U=z^lyL8EM+Ib zh~#o1B_$H<&iF%|X_520kfg z^6Kg%#iXkzcB%b;1^U^34a_mGX{s=DA19I&$=~hE23%PGC0J#O@Iwb}~kh-rOlQmx&_9=d5cA527%at+x}?9V#tD?KBB z-&puOv>yw2qokyy*kh(AO%tN2LY~lGD+Zm<+^c#fe0058AIh3A=Ro(r3B%0?Drsv+ zbnnqa4B$xpR1RMoPF=+GCcd1QSs}(G0m=%}5uC`^tv?RWLkN_Hzh;-_lV%R{7p4!Q zYOS;a0|rbvx?#hHwLpRD0|!w>`Rv~Pm`2^#w+iNY7;f2^Pq$idLh}$}VLdE`6oTjK zL1!eSe8njmKa0uY??j}$t}Yq$r!GTTvq-bZa`mgrDZ`bfOgT={5K~P~X#1*sF14E= z&uFSCvWriyr)|&8&fdd?kav5?7RLK+WyeiMly6&>{z12wZB38i$t8|AyYz4m$K`wm z<6l>eaLCQp1SKvGk?C@!Z*0OsyBhb7T`@*^9p7}vPQ@UNAY^tb01_flh2;h@v}x+z5U4X)EOhYcHci35%DF9oB-o+togzw<}a z<;P$~Y8@t4Qj;<4E0TIbt2Tvn|)P6yhg;KYHZIW3ac}$B&bhP*vq+zgueJ2AYoC{dpNZLVEha zg9p6{Wj5G8)}cr-G&k=^5Fx?xx2fsogfctIU}L4Xlb!`e4$>#z$F$*pXzze zJNdY}Z2egC|bxzjH^IC^-Zg1s~_JaFCgQz>pzZexO>I zL61nJt3%4jLCHZY;1%qhodr0?b0EX0ep*Mvee=$pHYD}iP|zT)oe&LjF%^}SQI{@V z%Dz$Z^5tzv0_+kc11*PkiJe@`YR;m*A0;s9-mugMM9Nc$G6sLx5pR?OPk0mdb|ep;j|*m{Yt z+a;JI?jdmI>D3#T#}_BYTV@_rt1Z6SVN|V!{p~y96RCGMl&1G(cy}k}(Fp)9V3zSa zbpUwaNLaR6?7TtdM}8S5c%-cH_vLh8D?!nLy7%xO2Xl5iD@#JCmhzVO@fnmpeYk?S z0P+#2+DHP^5dH3`qy%Md!$5ZhQ@YRgY=e^L&s#~51k2E-AV_J)STk|OiuyaDJ1B*2~WnSac>RV~X zNYf=jWlz&x9hv;t32HX>rru#p>HB@tp z0)?T0rR4zz`+>m}x{a26Db46d&I$Yy__Ka@N~Tux$kq9GcXi>te+h1sNos9DO5$tG z-~8-1Y@uRuj-Kw?()39b40rWTPqj$`_+jXiST6Q0&D-fNVzYlGdIl+W;7`pitn2`! z3MZ{sUH}G-Zs0BrKnmJd4EWo?9tvcbh#@fxOSp`Et_#X_$B!c>_i!`ynm?1@>bB|8qlX|+!R_LHo?wv!M_b$3nO8Peyt_Aa z`M?0%bKP^~ZNIELIQ!y2>Mcrs0d3nUB}v|(nW}>`I(X#BZkG0;iZ%N)LS5hhH^on! z&)fl-?XRK2Qr6@TR8&&3=A87au_?o64Sc&~dqadr3gG7+vAHRd>yThKJ&sFAY~I2~ zgJb8rO6W~Dytvc>=}uc@5B5yc6*RM^+i&F=GiDqFt`XEBh!OL6_Zr3B0ioUpCuu{o zE{8(CbMhQ9`RDP21mbx6Uos4s(pl*f!SIQ7_Z~cG zW1!w8p5jX4%|H`LaFj3>*ag@e1+In0a3=5*l;Q!fNRa^oojX^2e43Jy;;hw@yw2LA z^_#%AX79{w_fH!D5Cip;1#C>?Cd4+%!FlGD2argupqE(7(CyHhL;if0vsFE{X7L99 z6zSzx?RShCJz6iag#0Bd3g^ z>PZ%)5&FpaBo(LMRfb}CJH-xV*lCbIBWvp+;51JWo`?<{Zv!1Bo<+wM+J#MXM;La= zkC39nR~rgIL-xJi7@K#JK@V(Vi?MWU9o9cQ&x%bGH z%)^I!WFR(nVh1QFK$}I$Xw`Xx^@6kdKC@E?VfY%EqO3Z{u-Mh`?9-q1)g#`TCHUC} zsMRXIudF-_C7yw#Qmo_V&70ZnpCh-e zOM*&2xlo#}eNE=!{VAD8AYQO`ZG~QU?~KSS3Lqf^v9;Yr`Er`n3KN`zJo2u)k+HFC z@7{ZeyVk4}L4|ee-@miZj8>rTE-o&E$BykrENI`c`f9ha?Y_6qF-M7cH z^1Oqq>!c@7pCVOi2fL%T`1p5SZC4TM_otj?5UUg;4R#sD>CTvO>sRT3Y_n-MjoUwW zv;_~Q+SnI1MCN$d`%j-5Ms4#~tL?LT<;vZ3xcxQlC4dOK&z(DWb?~1*f26(TYaXEn zqU=E|wHv-|dQ$Oi5-p)rXf-&@*_n1uhK4j$J-<-{NV1$xyvJod5bKE94P=3 z`q0OpYXk*CbYfp1Nsvl4@518;7$QB0Fa(vqgC&SK1)-Hxv{8qVBNOCbE}A#5wS=d7 ziZ4_G(g>(7HX^YQ{;D;o&>i$5_8HDwr6qj}?qK(n~@9c!Xy zT@+FrWJeH*eMBFRB4f>#WwpOEI;UI)S)yHcNL1shzoeD7>213|rO$y`Q9Giel?3(z zp-Y<4i8DD3^eS>ZY35CNxq{^&_7C@tQI4G?V^?HJ<^=7g2vQ&)p{km`Y10_WS%Ctj zJUPS~2AzHkNhT2ZlD(gt_pNm3{!Yis$$1_dE}bp!RWXp+ z3d+ju!D!S!N$2k0zkj;!rwMH%_5$bT6TDsg)6uP?r$mCXwIb= za&;3Z>CLB49rc6I5p;!)LQa^@kusYJb1@bx0B+=iTgQeOty;g{pJTaKifTWbZ=`KX zQEuz*YX9$!?w{7Ldv5TQzP3Be-(fV+>V&?ojtMt-4oxEtv3^gU7=aKWKoeRQQ5WMh z8$j)(RkRgATG^o~IrweK{Qv@_csw6b)`-VbBmhVjIHla~J$rxzzD6b$esq$!eCpNc z_}^b>%zu5MICKa68@}^y_~idunkmEg_AuisTds9TSzqt9f7)mQj(Gn?GQ*Sq-Hd<# zG0TW?DV>t_zy6>k%3jJ}{NBG`-e0)>-vj#ZpKIj*&lhKR81>(OwO`FNiMI3q=P#}G aGHm~?B5b2sEr&TJ`g#j>&(Bz~^M3%y4)_fK literal 35200 zcmeFa1z48bzAyUOfr?HW6sC$rDoB?x4M0G;LlKacmd5EcriFf#v_XG#N@Ibv(hW*U zOE=u#V6L^-KI@)+&%Vz-d!PHL9q=M|ZYn>R9Sq);fEB`*CY zPob<%piow-u3w9vSamZq;E&bTXC)NZ7&n$fNnBgvS*WII+6YR0hLnF>QsNcEV zucJPDxL;F`d((%lxDb4`zbp;Y`s=ThD|=S5|MgdaQ~&+9|Lifi@?BnD{yJa4&b@op z8pDq9@+vJZE;0yOT{rR_jpsA1KjBwquwU3NCPgYEs?;F){f7@yS)172TzDd%Vb$g3 z@2}n%MxosNupZMbUs{jbPcmz@=-fbZ@#oK9ypAhKW_ii)-oE`%a)V}jMG04)vx3L) z`l&nPbt`Mz+jZ~$@yCwFLb-CD3jC_g%&0#3WSACaF@I@B3LPfFTQ!+rktqEVAEPfX z&qS-I8XNg`oN%1z3;XirO2DK+nSV=l2g5x}g+i|AZ1>&^cf#LK3g7zqQba_={6=#? zn4~wWEj|KlMTv}dIO$6e^KjztRaB9ANY1vT_Wn2?&WpA&N<2W(?{Sg-{ zKYx0@i+ReTMefXnsaB`>VsAE;&QvdQHxGBRMJq(eC=b>-d6l$IJ3DuN z`}RtB=FE?1@*HKq)r8 z^1L^`oMvKT+PGy)Er!8D=^XBg+&s?HS9CN)(ZHbFHvYpC$B|FF_4xv7;&sFW%$m~7 zJn_ZAYpfW z)shSPcy*Euq;K2yv^*+&x<5I4UFSll+m5fT45~baM1&lH1G96xsKl84CXgUd%e`OF$apC7u& zdf>nrJg0E|Ko9Z7`d`>v?Au&6ZrW5mGuAWF;URAP>ETX)F_+9R3w3pW41OpcNtA@= z5yu~|?t29U(C{JEJ8L&r(u>dQ+6M)MhO(3e@XN+(q}M*!cF1P@hg{BBxo{@_OSNdr zW%TE@>MGvZ;?NT$DJdy`<3=R8tm!2SEpO(_+36S(O)N9LsLtj`ok#>Es-zslNG{vEtHFMP1#OWW@6GPY1Z_6+W$bx?ecOsOm_pYT{W8 z+gq02>L>+rq4)3Kzow@b8&@+SGEuGY(8Hq+i@USGe|c~p?c$JkcFz9gmtQ*j`iy(C z3@eygT&7wirKOeX;@@V;#*B~rv-gV^k+rcJG?ThG zD?7W|k&ePt>mC_A3hk>`uWqELS8;UA+{L9GgTh9edxMp{rgr}?zr5bdV{qf^>+?P) zo;?*Fdb`FSe3RnJ3H1=0y@b0{zIE$unt4m~ZXIVi!}7qdxR{6s57yfbw`zHaPQJ*U z{!SOGm8INM9#n;i7*lY(+_oql)6{XQ#oo5_^ERmm>nQmgA5dpMQ3C@_UtB)&;X3!; zrI`vh)3m&aT8(=}*SY;q8C}!Nv?;1|?X5ig2Frr{u+_1jL&_;c%w>~j(RF7WjZZH~ z*uK1P>eadX3`abRUWmKpDmfV#gnvynQTbrX$2d1Rn4B_PpZGz(-=EhcX3}A%%Xc$A z`*@#V(yiU?OHM->J>*#9{dE=5qJn}A$5i41uX6i6{`~p#FSI3Z74757E+2VM13r7{(xn8Ug60fsauv-OIORcyI?TF{(}U@4?1M%|Mi*vAyEfC))4y?^ z87+8sXB|gVoMy(g>Uf>Do3^&Ru1gD32ZK8LYG@pFJWC$Q$;l)2dLDcI{QUUl0x=Yk zs9xWOhRg@r^4dNZ6(wp$ym;~A;C}uk!L_Sb?;*7(rKh`_0ZW({1z-gAOT7^Xd4kbl zK=CVx)5?k|n8md`#+-eFrCNZ(z3Ib=$HTdE<>WRo_ybJhyu3A|JzicrvZf5>6yvp9 z)^FHw{ALyg34J=Y(V+CjRq{~l>gu|AO~1UneU&d@v$(i8ZLGAcj918hh&*yy-u6#9 zoHOSyUS!0RQ_XR-wUlL~xXTwF`h!Ageu)-pRPcB&-=KrXkKZm{)ZpkIKzqor?vbQw zI}P#%EDV%gJC29dRY9g%fJJT;x^l0dVQ^w!PhVg3j~_So-g}ka>R4hBm}b`07~^ot zdHN<=rP0(-%iSP@+sg6U97m5HMXADr7Z6Z=bI~KMcS)tsqWNtilSAk8Yc=+msS>QC z-vKjM#3lUen~VKuC@CpDIl*XPq%E-z%E-v5C+OY=M5*cDyL)#8O4;T;Cr+C+ zrX&g#RLP3R;!*YE&l;>eGvgP0X8x=yai%jZg@qR}e?vHRa$}AL-#VM#Vi%yV;m56i zN;jXPudm;W%6(p_5Dn@^Z)KQ}&5vi?+}t*!of4l43RrQum~~0_=$XxvWdVm$%v*#A zp2&A!fdU;ZHaEa?{z*}~{I=T{*RPTLT8sClie3*e3WbTC?kU zgHaTzw(C`&^#nV~U=3$t3bT7W=xRtd^uXLN6H=!tX4#poS-Y0?@Zs|~)-zvUU;Ws_ zP76VSfz`P#PB|k5jE!0L@k-AQHMj+hu8ch*?O$(7lMj0sYSMpT=Xn&D8vI(xFgj0P zU3`donrYO9Ck#d{nYR7{mam82c5I<7;EvuzMjn$65>f)L0q}XM9H*%ks<-Hu<8+9H zKvHMGrbX<=>jI?79%ZOdR_<1Fj!__)o?++0aR!(@mW z2GARA%CI6hHDzL`MT6P-=j~nWsxNUFyI505qYM#a4=||Zf~|Ixv)m7|9xldIh&jYK6KkEG`ea$ zGys8e1Eynw8KknJd;rD*=e{ zlm3xqH<+{`A=G557l*pO=N^;m^i^8J-A{7$qSgcTC&MBlN-$zpd8YLVuksT|+qeJ% zLR=>OPzb`FF!CFJ|M(}Bg^P=8^L`;k>+Vvyh9rH9$ZqQ2$ID@b)fp3;6_obRxBl2l zac5Nga{n|lGc({-tN96=i9V$uQ77fr)>h>~415)4thbL(_+V4I$v}PL?6>>O)j3Y~ zC67b1>E8m0D43hawS)u)?#uGn;+>MME)ybVW}lT~(TM5T_IcgVXjh4p{Oz{yN3`Z9 z3qOCpq!h2MHJrDU+uYJZ7cYa1+XMj@H2Q;&1{r(2zdcRJ=>4&W=}z84=Kzl&2d5@4ej zQ>fM?J|{fWw%-_!&u7gK3tN6GtT`O|HDhmzSsKn+oxzW`id5 z0D|ih5>8~zWoBiuiHK;@?P4di%FEk3j9`Gu)WRQF#i$#$3jJIgF~)doQb%P16JmJ1 zLvkz*n0|fzsZHIj%%Au0&iPv{XwTI&6|Rh|tbX7*_L~M*R8?PW`jFrxlQ%#5NG4F= z71poRF~6zCA@u6-C4jP>%*v<0L9v1UaeWTP9si_rX0)CdvDkmJfz`{?Wzphp5Bob*)_IhRR^DBY<5ADwE@n15$Gs zn*rBf%LCqdPSq=*0gMApf(}RkqNa&#@oGak@}^Sdul2~kz*8oS46{(#qxbO9qb7h0 zd<&~qu3W609ozMGu{*%RG>yzLGQB=M+MR0IaRFd1FW+)hy8=Z@Lv+>;&%`j;;ljPE zsyV@+R!Qv6!MithsioX_4)Q}5=}rgB8LF3;*YzqNJTlO@AGG*f`O~M}GwlYAQx||# zzJhwyq?u`)KYu>Tx~JU##MR#?huh*4^$K@o-NR}7>l5{q3z@}Tvp0RXa{YQ}SPqIq zv|4gFpqs%4%O&=cC%=x`vmZYE$^3=m;=F@ahSeuyyC6(Mmfjy<-+YQ|YirZVTUyNG z=HYpiV=?YGylyZCZyMTfX8 zssU=%F(?bGTY})fz96o&52vY-OFt@j7X1q$)WURZ)u_wrW$F5!BXf_%^ zSd9r+?=+@cSnzg)o$90Cut5%e%In38V;@e$Fr5no(|Nj2@HJ-tr@}%uF|k&IC5%-u z`gN>&YULjrwx6wcU0hIs2eU;(ylF!c6a(+ssp0r7 z`-LLimKF)8BzNL6+Zz$BnUSO)l$@u53#&=EdalK?a6j0VB5*hX&g4*p0oKN8vB}EH zN-Y6piO&E00Mrmj;BN_Upr}(CR$kanHsv4X!o!L{WDhmZ0s8M`V2EC^YAxD`hDN%1 z4OuDS(gDWr|JdN;T3%j`PUM+s)BBpxcob!2XeoqocNBV<024{d$kawDM05@f#Swld z8zN@hnw`;C8%qPn{88%1^YGClLUQz_*(FBD#}&bOutehl`)lH~G_b1r8j>T-^A;x0 z_UHA-WnoH&Vy#4LW!YKT+A4wPW!evGcbfcE*)f&bd2-XaKmYs_ldQXKbdf?i{U;Cp zCz0joQ33@YJbuicAd7mM2>E0g`D2vjuz<8SHLrqOhq;^iGC6>(IN4vTB%7cUrd$aTkw-Dwb zCnsmuziG=BzO!e~nzyrRj-eUvL9yXkxoXvBet!Np+BuE|@9)w*Idt*qj$2P8lNS3O z7H4`0gg0%=ZHacNPq=!o!ITdr5!}Jl6@OZS_tIQy<8>@j%$jO{j*fCec6oenGb00P zY_=sRa8_Y!j#K*AEPIPXzy6wk40Bx$7+A0K^Yelt&!c9u-8Ex9dJOljmIew|od_r^ zKs7f{<~VYsfP90}_RvO@OgA)wcaeZ3-@3aEyf`#!BUR#qM?iELii(PqT?n)XyxIfI zcMEXStbhQBZ#_MRUTiAm<}GW2^sKCs5_R9Ld}H2{c@GK)kfM?v8e9R?je()5x#2uU z&m+>@41A_HZr!@I2LjQBAR*hwiwkp%V3fRZ;5vKmT@4hleE))5|KZngX~sA5VUqV~ zG@4wjI`13I!vYMZDbEl9>ovlPeojrLH`ATZc#4J0&Ez(3`39=VJzOU^LhO(=hV+m7 z_caEs-^5?NI^`x8UlLO2h_Q}$A_~Vr&#Rg}GzSnzbGZoFkhIck8W=Mp-&J1z_n90o zS>#OkprCBj9NtW!Tr6Nvg}}>9Lv;X*_5ul3X}>mE<-CgHpoqWjk3f|G#e)8 zpYJL;SMje{u}f0((xnHXCKmg^MA^EGCF>MqMZ?ZN+U0Gxm$Glq@OJlDkQSp6|4*Z4 z18lN76_uP3)h?Oy3bsrQ87U>lly+BfvYJ`=7i`-92IR}zPVgorTUNEh<*d-+2TPaC zafOl|x%siJy01QFWMoKC!D}KC5)$O&!fj?|XBYe9SGd0)5nE9YQRGFj(y^mUTis^7 zrj8FTQmEO8 z0bc&PdjP$de7T<^UHM=BX8!v2s&zhg8z}qs4R5E!MY!HtsN`JXey77_<Ks`=6% z*C|lyKFqCl?>G7qb;ih-lK*Z*?6%vge;R#r@um4>sFzn7^(pQ<34}qtN+}`d`MI=B z_f_>ga03x4jeJ*7>_9CZY$eL@&8@3dkMTP2#J4(+Ndu?Ed(l?7n{3%9@Dioa;6Ay~ zEq_qx!mu(NH`39u{q1SF-?_HUo*Wyq_}}d=z^T^M5E@r^$I-w6-)@CXN;W63dzz5##D(oA(J^0gRjr zU?YR*?zV0vyMPEi7rn!*qmSKQJFVKTU-nzfj`toG3O)n}r_XJvw53H0Qu&Oq6l>D& z#*wA4^AUm!7KJKviCP<@2G_xK29M%NsELQ9f0+TwLBr!INI@o_pB+G}_d<0Vj5bO({RBCmY)b6nG@aS{* zw-BZbEn^%+;20~bBo6ZT84 zI{)@6$FVa0ose80krUmVuMovD16)XSVxU3c+qZACeYE)T$tDYvrNsr{y^vxsnEEbd zU|cBaJMcj)(c`C1RVT$BGYJ7Djgk)F8=ai2eR<}N%}}#otWKUbq~EVlIbU65c2RVj zAGuG?4rl@RB(rMmrZ2uau2E>Os!wg^?iSCMvGJ;4ji|4>GwOqpH zJ;ArOyg#vt%n6svWthO*kIJOXw?dE>U7YSvPrP;)m@OR5UfZNL<|{$CGC@K{z-~Ud z!gd2!V8y7Xo5yl!q%ErjW?)zkA3v@}9UvBlguJq{55b)&DW`HEq!P#+V|=`?G;F@d zI|73bT%5LA^}NgV$`hM5@8$k&H!5urK^$i| zbwk(4i5OZCnm&E{6a`3om&pkf6zlL8T^uO%5^qmKo?9N1)4)j%o!sWi+6-$$asoUC zRHHl4uG!Bt;=n{ODGL%-!7NQ0*uH)Hn-?$kO!QV=1eox~ve4JiKAmCO!2N_tG*fkg z^wj)VcZf;re!)z`l4_VQ4HB*k9|jn!iIh7;j)X2*vt3r?)yAEyH((ejFZi&l9h7jK zs8NZ1&(^ChP=(*4xwN`1x$GBpR3w_4^sU1ZO3{ilQa!3)gyiqeU=2<{p^JhBqWsO9 zr3Dg-aZ_3>ndVSt>j#7#$8XSnN>U*UZj-1pux&AgF<1kIKeiEM2B`I@*4vwBfGX4c z*VKY(5pF*>HJsjPIP(3Im8Ip^XeCK ztt)hdU;UB-XFx(80^Wc*1Z0)7XMZQQ9Z~nplBZO!qPQNGfOK|PGb$FYL?n2MvKcfJ z5Q*xp5?{a&(_~pV7D{h@KzbMErq}>XxfO;guyEcG_2I@Kx$yR5>l55HR58}JbA#z@ zCr`@3M^S+aYc>l7S_T@c-R|=huw-pUzMqF%a-4%hx-xa^C%I0JQ#ueCvzo>l$BZi~ zpe=@%HOw?>=vc1&z^L>^NDaRI#lL3(Kv?dYXE{zpcTHu#90dOW541eBw zkE}m%lkU;er^+ZZD_5=@Uzln$DGwCnbAgkn2(=yDd)G8PK7ubLX7loUKK{A=eB2?o zdTL0{>D~*SYeX?nNm&cfUX&LWjYiAa*x3g%;}4NroZk-hEIksKRUSN31q6Kphwmqj z8dlo)r`*5 zll}b<4md8VD_MrgLCa zYh0ythFf#UGL@)A<086W&UmF%X2(-u776=i%lkxklzVf*2t5?!($mK5+Zbef>0l8x zpmXJP^Oha^_QhaX_2KFpQ%!vFUjz!@B`SbW%GD2Ri3x_%^i11zMnCn&*RwD|gl@LG z6ZsozxJI92x1V8(ZND;U2dLK1@LY1|N2Lg~#t;y*vBm-HF&e8Gj++Y1cJN7J3Xl(^ zx4Amqt}{e^?Q70RUb|_}OUT&Eo~o?)LMUtlXpb6T60@6i=K3M|ro#JAx$*TN@uQNi zEaH;QavKsu=V!#gXRC2E8kQIh(qvy{*dr8#@Ufl>HbFtPk&zJwG3U4N4qX-c$RN5` z{^q{szOUthHz`sHw9tMCC2KfS%(?v(-(1)XY<7t&XPgQxr8?PAme}FS3m2a5iz2!t zaD#gGtwgvcha`y1L!{@!Qa;CE?^;?~j!sM{VR19LjLU6iIQ7{$5Nh^~wp^EoPoLJJ zy@is=4jzq5^9gpDRHNk*e2D-7uSqRCX@#JEWF!#Hc-dPO(WIq1|AfEw3#Q@3NFlQc zmIyWU<;$06SH+Of0R#nq$P|#N!>8KZbYRDlJOr;<<0+u*rfz@l>et9F@(tSdy-GpxeMvC!6lH3+8Je&q6%-+ucov0@qQ znXftW=4CHa{^mw#`*03llS=x9_s_UGF2Lvb7>DyleutB{PM5X+4f^WsreC-C9V zi|^q{Xiq?$Id$#FdRk%4z9)|!(S6%VDhGvs?}}af7{2|LFKX9-4?@1$zmTBHfA-%3 zrLrh5PpHIc%0Z7Y@|F7)b2%e36X^N;E^tiGqEPrS2Pb4DB#7j73ivZtJ7@NY%6*L| zNO>Sql7e+n$r*NuINtWU*}1hhu}kEI+YN9}fTXp260fto+m0N?)8L-3imW28I*R72!J6xVt7Ggo;>f91C~u z+x>`Z@xR{tWX?7sJVvEyyV62zWVk9qJI#$U5?c2z>D*OpiD^R6r$m0lE zcRxn*#1^>N1Xdoy$!mYGMA;9wBGL2}y!e#cqBBmZ_Jr^(__OAI zcI}!XRKAJfHXS@}$;+4F_f@61%-Ip08_^7LH*NH5FW9PhOh++Y5Xn+civSM<;(#n% z15g#urVo?1ra63mXk+h0wV#}e*lfvV8mk@LAD5|pn)opOVHHP;zi0JXSA4Y zcDlpEb~tBB{Yff{kwhhQ9}Y8k67qw&B9qWk2rocvxh403GTYF+;dTP15Jtg7xdJvC3oX%CG?-c4{ba$}W>U zjIjh2cWt~Oo&}$iz!Q0fSp?V9uEp}7A|CZeO5ZYh7P0K!y*um7{k%N4#Db*V>PVtU zNs|@cvT)?`3*GJ7Ev69E68})COcm;>2q7wqL(oP~urB^KX9Y|=e;&i9HEFmgBgok# zr|56%vsfW*8b1D?9sTAgqKGF67cUIXUsG-er#yV6GHHLITlEjVc4#Bh#p* zPLW#d!$E`Cu3jbsF)^5s`#bCCSr2tA<({{JV@M5E(Q&C^%`O%WLAIcwT6b9NSzMW; zXUy=OfdNxulLNH*3tEROEn({Yc(;x@MHnJ9g;H3!2{a-Vln_a`l17;s;?s}{gGPq) z#V{2W6B;e#Je~0S@4pYMT?2{pn6flx_)Bfa-otPrbufGL5IuQ`S_uCuLbc;koq;Kd zkU-t}3d=R-_pK7M6LmU+LxvX0wPgmwLP*v|f^QL*0cr+)K>m@u5Z74=UoIVzP3!9K zH%ZPxGa}eziGMQd)>#BwUFawN&(0H8PI^a$Jh(A_>wio;u82sU9c2tpCT5>B;T z%);odY@i^k+a19ImS=I*Yu2hd=ymE;9m|7mzLOSCVsWGopvmmqzdsh72DFU^ErkSy zkj_;LwXCeHtd3FRAyfofDBP77Xe~z(&cJmVLp4~#*{;>>FLm~6-SG5C2bu!csr<}V z6F++yoKJZWN=}X2;utf*<)oN}n(!o%;W=|>t=cROAxQ-jegjOiQ}uohZ*H8u=-?W2 zYUhCSV2Cd=3Q|qTQ4zmCGBWb4$y=yu5X8KKf?^5gL!-$=>*BrHetOO7)t|vXF|w?z z#eHJOdgu0%W!TZa?d(f0a5NdJX|Bd>=4%j0I3uQ&ywzUS3Fc6rBtqR4;!bNkU9zx*Qq zqm=m{A&4(n8m4Kxr!>}&(XC&91x0)UP=LfJ?$a~Zl9+765O5m*i6WW~X&xrYgAj-F zUOA5DYQ?|Q>lRJ2gH|12CLtkl_o>;i(0)Oy-wHjLRc_wA`6~W4%inU!jgZ^)cgeXz z6?|qh$XgMQb%&+oNzxKn%Abe64^l}C8WPnHz>oCO0@lsM!TwvScUP2KtIL-NS>^z< z$)P*Y`ir1N0@_tU&$ybr5Z_#ZF`!89Ua{*+G5SxOACDm`ct6Q<6DK=sf%x9GgN-$# zbIYnU0uZ$bEpQA1E)e2P@;XQe_cMuebISwOkwjEY<5?7GpY!RD4&qQc&LelFo$Tz= zprRn^ab1m0A~TI3rKLE;Yy(_IYdebR%tr@Wvg!<;kG(F|_>Hh?yYzHW{mRtygJbtK zF)Cc+iNd{&D|=_|#G`H?z}7k%`)6Ip_wTQPlovovA*lJ+qyb)#`~`^=AaHD&Y|*N& zva~SlMifm<^GGyzz6BEdhPu0%S*+Rok`DwJWL>q>YxAzb5T%A*WODd8RQe80v= zkS8G!6Eqr&h?95#B(tv{f^@tQ+?x8vHUMvI5ZM^{Ot0VxPLMcI?>=bk)p1(FB$xx;iS&I?vWeb^kUlJ& zWwSnOkWXqUYbX=cMgq%`h81~KMMVWsvuF$l1NZd@-4!A65y6gNUn4Hox1*c>zXxdq8!G$NwS}06@WI${D)^-yN=oU zC8t&4DSl=?I#Bt^JcSso2?awD5*dN21d?J3l4D}lVt>Zy zYn|$AWZ8hR@gnm>nk1}zUq9gMX`Sz`VgOd}{rHIC& zU!WQcoWhF9gk_jZ@+c(21fieY9U>?()6=)4{ZC13*sy^-EaCzGEryc9sQKb@_}MxW z*kL5+&1+Q2VpgAUhU6+)NZcG!3Nr6Z}OsE|4yZZg1R>6owo`Jmzu9kSik0#D7_w zYg|ZO?LsygR(>=(g+5jCPqzxM3A6=4YsaB^l}!vUI<~#Sz4SU zI~y>GQmwiq;ROUymUk4L_uJ&uroUx=4R(jfAyY99U#~HyK_So;g3VWcr#!g}$^~WY zQ(Pm*I$m`@2`H(lNllSDb9@iL0bvCg6V2Np~-%MS-uHIG=& z@b9MH3UQD9XUPi4zXoc}%H1t?t055~{Xo8&ufrq0@yEI4Z`>^otafL#$+1me{`T-4 zT)jDgGTxq^AJq4eAKvsN*;4YA|7x4A;0rLg8%ViDBZWfvc9OmnW?<~4x$v+sqmK`^ zZCt;eY{Ve@AW%=$Co-I8l7J|e(^#-!$i^8Iu@npz=33)pqdoUfEg}#IB!UF=VY|Fc zrscD>8yv{DI`QG&=Bh_rxsiy*lZpL4{VlryDG{5cXP%XSzWM?;}O z)|y4Sm3@J1AR+Dw@~o(YwZE^SL-&4-eocacd>t~NA9ytKs1{^r5sDbu|K$jqLu$VH zuUj7Yrm=qiXK;Zx&~!Bjh)35rD#0LfD}mJP4cm|GV7O-1{8kQAwehVbWcS`f5}BA3 zN)a;q%U+y3N1QGeC1il1`R8C<4I8GOUu61vj$SkrywC(ofQ0W@dLii7;QCI%8Rt+- z`i%-jgFXttj{!+NSbSW`ew%hI4@ zQ;NP0hD3xEaw&w&qkKqE^YZePZh1$bJyAo!I@BAXE0g5wlYN4f(ZlcnlE?ssq{gvXT-h z($<%QAG(F~Aqy{=?dNaQ*qt1_c3kOB9^DF`RZ++QwiJ$HkKu6%EE~x`hZtdn0v7ZF zu++h(9(W3bUd|YOkqWu!y1iE1{IvUe^0bdVT^qy@dFE*UVJp{$g-6$p7W&AapB7Gd zkhRJPI~Q8^N{}bc0$V#J-{su7bA~U)0*NN_%xIIS_(Xu~Yf6vDDpb}L-Me=$ zU;n!uVSg<$cj{U9uG7$KB0v;~MBtM~);HXEQfU!eIIJ~SkdMjIhq|p6tcdtRofy~*5 zq?s3{G`tkf4<~l)+^OF%1;j{l|IkotV6o?b*eLU2NnOI?&0;wY5lr}`4`R$hmK{`*#P60oMrJG$>88$rs81u2mTFd%VbA?O%ghqvatz)-vf9`I~ zm@7B_O3ZDPCZR{l=~o+;Ev#dwNXU^wxqD1`6|(4sqH(e%%U;&O!2wumJh3T2$krJC_s>Kfd!(a;_8-O7=10^d+bAsnrR%I}Nx zk(lscibB-ze*5Ord(xTyK7Bi4CTgw+Ig;uoP{( zxbHdW+;u?34Af^S7q{7}kZ#|+dHv#&5^LDThTy~|F;GXf1!sS}sr#^vl*AZOh4pmT zVUCda05XZ{#wIwbjL68x$Bg`(JO-tz9ra+I-tTEF@Jpnh3VeUij6}Q|Jjtk>q$KXH zuC9>GxW>lDYycuPkUMpzZDjm1x9jfw49%?y>=J(dYZ)i#H=Zn9;6eHPuzL)7Y6C2z(h|*%~V0S=moZ zzFtJF5V5mOYq4t*ffr-jh!+P?xiIcC-{{@m7QY`_8c3;_7o(+csU?Mu&)(aU#mCCZYW04@(N3xq zXAvyVs$7@3n#r8LXquRvI!UNFE4NJc`k2qz(5m=)GbA$l2eSI24vNu-Z{2lCU%#tR zW&)uBWopbxc6HxG6O#b5Gzn@pHd6PS1>n;Z+98}4<}ELqgB8axQ2+CUB{TDL+O5{Wei@jB)%*$@~9ep+2y+l|>0nH&P;P|$7q12dHc zY@--SGHbk?;OI=dOdRlpfCM*ov_Uo!#F$w?bR&mtzWHIZTJ|kV*O5m$&P)~?aBc1s z+6|~3LC8n&W237{baZqjNDn~6ssPucwyBcN=nW63ed~eP4`(6j z$(as_=SFGAxrn<15TtZq}I;f5jsimQotR6g+GT3Fl`|avq z1+$VaTR*)aq4s?nT(&?&v1VF^U40)ue2DGoTzH7ZD45UiEhbWUbTqWg%SBM+LQLW^ zj_lU5k;@%ELW#s?aBUM14Z$JC8ab(wc-V z9gp{%e9gp04qZR(clPZT_^Qt#B>Cp%VVPIqngXHNNKh4I1P_BrBacgpYJ$Ygb+tk_ zunu50_;=n(jmP~jvXR^Corq0qWJPYs?(e_4RX6qyC~Ft0K^bd#xxP;hBZLB<6TxK*A zD_L~)DXObXIM~%wBDD+1_s-ABq(Mw0fR6L+uLwfSR_npf2u4(a3xuHAeL0k(fPB&jw8uvOZ+ zh&5vBwOZBW+k-<-KlA6!lr^jR$t)*XFS?%k+KlALcmKU`H1#RSU95ADaGL~L3n^(wL!7xK zxUpy4d1UKM@iE|rOhAOJ49F-tqCB$)7AhqIn z*9n?q9MMR0I}T%_!)}m84<03BN78o68fHp86VMF0(Fmd=`p6aYZ6=e3oE-m+vc9X4 z#Iq_zVHWRMW}SQ-D`RZ0C@6TMLB&r_fb@kSZWE$+o_sif2`i)?k7Nup&UL^9>c`BW zgrH&JjDFT%7e)MSx<@3Q3UDZ=UuMqlJbw$$FmhlmjgU$^VVzBzF2 zUMFMQ^aTV9zh|Q^21q*QQT?W=h2s zzC#Fr2Mb(LNhyr<{5mJ-PxOD?0R#U1B?=w#CJTAZu5*I~rxi{je_DcEgIG`T@{#vr zn0{I;OI6ghmw7BSD`Q=ZlZSKo* zf70NiVeW_0QD;xwO-jHijO=u|eXb{3;2~aK-U;$zC`$g3k{$1Df4*T}I0hkK+pfth zebZiU7DQyt08>?Z?dz}JuQ_MCe1x?)!VBc)pv(7WBl7Cd8|EvP<`J=#jB*Sk{#5|M zO#*W|@dA#?9m}(A^Kb5{TgWFiF^h>{3&m9zU-Ih-MM)3lgzAlHv6ZL>vz%o8>3SZ) z95W2Gyxh+i{q{4wWR8ECl*ViEj5W@(lzn$q07;8i7*#Txj za*eV^7baNTFqQlQpF?fFx|GgbV;wh~(7*1vo$lPfMMGydkr{gG#+P;l7jIwRI{OTA z5Jq0v1M{0Ep|XPi%qUE7u(37e*N}fPZCtGy@{aUftb@$lrSC9;U5<bppi<9XgGt=b!wLTP@?o;u_X-%w1LXhHeXZw(nBAlui zk*1siOH8}H0ylN>3W=wIa6vK#l1jLNJP8g!NsO+V!V3FL$QjT8(C*bIRr@LgdjbP( zYt{Ci&^;ZO(d|!wDEf@e5D?vjRW>-8GO$H@b@9$SOCJCp1=5V75qWeeS7fRXM+R6xac?k`okXn((hl`Ib z`$p!v^O2P?EB6B5V&^l_Qmc)I!J(<0unROh>ahVRwz3r%1HJSZ=*ax#36kN~nXUA# zT{a!uC(dKYFcl<0Y*+``nh-C`I8zX36o67V;n;Enr^s(KR&87J^A+~eN8rS?6n=Dw z@!39hwWLlSkCv?yEJa2UK|U~dYm690Zrz0coL!rW51yvZFC^v}zVF!Hm%{P?NXf#@ z;`S}6r8(3nskjWJT)=0iV=@P;IKab{Bg`tTJ+0~*>}wRxJ2PEA!2S$q)Fa3T!h8&i z1pHwB&-J`!){_Gb{kF^e%R~yd1Uh1ZoY;#sbi1mJ+~93_vWPlOY7W+eg>~QEt$oSN zY>-tCYG^R1xpTN9hRzE?B-_}2GODUN|NH3I7GyPv$w9=2sMxeLK5Vis}@m2VTuLO?JUUl7!B1CWVQj`U_K=)Hb*q+FP*VUVpdAw+O6!{PWyh^+F^G1Gq_0 zkq_zwnJ$5I6b!Izh(c9?J#lm76~#C1GKb&Y z(ngQ};Y#0Pqqd5;mjB!2JaT#ezmf3%EA-EQ=YU<2^-<(1daqB{pS20@Q1-nEEy4$y zN799@3fb&gp!!U<@k}jb%rs8wu;qxooonB;==*L$32x60DkNL6i+7f~KDhVYcbmP+ z{XZDppjL0KN?ZGW;x$zr*fDCFlkJFhP>97 z<#qN(WvE12qcM$u0{4}_=&tyg5g=@DUY<8FugDP#U?*m8VK%AUYCNwTlomff$QHKL zYTj$tVBTOCVy|}h%Gb9Cd+5b=9^fritPrl9hp=0a8Xcx&)R<%BpK7e!*5w?h9%1Vk zrsCo&C-A77OR|PdNoP6>Aa?o|^zc6EWaYA?^8p-vS(`Rqv)ol@59YhW>-@4i{BI7` z`R1#lnH?7PoljMUE>YPv(@uEOj`T>G<$9GB^Gi`T4T%ZdS<=7x7p!L7zhYO+Ur)t& zpfj;ysdizkt#HXc%_LPzRE6Y67`gsekB0XD8p?PK&Xw|1T#wJ0lmy9DP*d|`o^N00 z0LI!s?)N_m&CG1LhWv1;YCbBZBN$CtM(ZCBvo*M@TXQp5s{F(p+A~_lInw z1&kJ*ukJIc>o*ZBvqk8~OCd9)3ANnTk&QnIYth{SffuPnq*l?iJYO!*@tCCuDe_8W z4G5A(LVVn~@abNjBXGz|fHtfE)DKG#EJ5TNyxZ+Ff*9I;PUV6GsI+~%4bAa^GN$ka91Awpw?@8X9)5bimxNV+Zb>`?4j*ehgnBZ_QS76i2CF>ihg zXj|3Ge1s9rB*~!9v3iyRiyv2`b{$h5$s>28i$NkmF)A<33>0#KEVk1q$o7ptlF zUW$twzBrYLZHC>5J496(VlVv6sBc~%^Wx9@H1+`!@J=|eK4D`hE>8_;jdc(f>hYZ1 zI6alctjt{O{n5~SLPV2qe{8oxGrW%XF&eeyE*Q@R+cg>)Aqy3hhD?YdUaD)-OvIj; z@;2r@VVA zMGb}V6XHzl6iWXkJdyj%uD9@F(&yL(o>-lR=?b-(6|-L&Tebco^3ZvG`uh5W^m

      }_H=bqs{ZuDd)a0G#7wdb5=j)J`8{bG&DR2;~rU zv_S~p9~S+QnP2k}EwGRg`1Z%;7bgxNi9>`VUl=W#H{Y$XogDKFnP+htNW3_Sn4&YL zYB_M-*jUJt2zISpf@mbQfUQhENWB?itw<9(i6b+bzdeAcb~zXHZ&{IG1WgUWtNMFe z8m6%!oL_=luluoAj*4O?y#L*zHrD>0)$SMoG!f-F%Umb^|5;5cT>x0<*R07?hLzcJZ=kE0RgBs?kT|(K6 zj3McKPHYyuuC#HNxs-~RO=8(Jv#hWt{Ve^anu|sgaj#Lwm|b(p`$pVTkL0tyfCbb8 zmQ|wftCiL$1}`t#`eLml5}C!){4HJq=9#_Qr;;(Jx}ze3)%8M%26Az~ZS~RJISkTv z#?;!Zl*Q5x{tK~HLOIvI&AO%CSbVLRBd_GhO3-!8<`ugbFMIk(|8rZTn1-@{C+qUR z*!sm8{~Ig**8;EqBNqR^`#HxQ^lbQ-EWp1C8tg1ZxYHV8^KcYJBW$c7bPsZuYjh%Z zS63jFRRzI@FnTz5vPg+8CAx$-bo&uC*9avU-rCq5=J{Vy3l~`zAbtPOM4Nt_$K*my z&bcd{fP3y7mpxiclt03Ti9!A4%(^b(Y0tloMH$hFYT}0Z0h9nr3u-Z?}> z4N%m|&=Ren#de2!$`oT0^$XaQmav=o9~9yZ;9y9U>o*3;@x2h|=|lGxJ!TrnNMA7p@3w z_b^v@>YpoICzG9ro!Ux1KR;v*q}07QH(WuSi%pDt>=3OOJ6-C%F5hxK>*7n<5jeK` zr$pdUciHbE?{?p&&`x73h$o7>0kVN%X{4ro+%8)R&4(NMFYi+`p)_#Ta4YU?`rX#F_$g%AJLMvO-n z-*YQUgGGgh%U$>%X={6>YvgLRbyc(V{7Ek$`%|ubo2{U%z{LdCo5O0}?nB`otvB=^3x$^BlM{wBoeJf}^A|tniv~R{|=bPy|@$m|n z4pwkPd>V;P4D>^iJH4nfRQhhGy#Hm?K$2>j_-R)IEJiDs2m0UM-wn$pzCFSEfLM{$ zc6gzFI1ZaJl-Vz72H;5G1RyEnQ37ZGukNnI8|(G^zQ~Y5s7o4TXi$;rjWSl=l&Pyw zDn%MhCBsX|n2N4SNJTUx8-CVz-F4UZ@(!Qp zdCu8qpMCbz?EFPAm6H$&fXcOp7{imG0C_i`7*?JsUtx z8|FF3V(>?U^71H$tx&mN{jdB&jiK>!Y|LPLV*p=Jr@KyD^2pdj+!~}ggZd09gqr_wVDjaHU*g7^7k@@n&ZHK0?pyL3X)dsqU8;Sy?xRt+%>S?PwEA=r-c zUU2%qJHRp5g4{aea&zlPIPw|r=e>z6b^Pb29O|255;+RI9`%0Rp>_(BC0qxe@hB8R zt(Xn^v+uCsAnIWJxeDp9o-X1tR70$Vu%!$;vMX=y3So;P?S$0S)BzJ{i?BWLtGQ)H zOa0bF2dDEH;{QX`%?;yJa*~|LNk^|4Jm*d9q}tAYl%4TdYlj!>TY$(& z;P3XUT7o5L02>`RaEnwQP{(*sV?qD6N;Y#6PV3W^1!(QG2Y)sPr67rs6bmV_8=vS` z$shbjq0PagE0)ky+hbzVikE!@^R#|a*`Vp{MRT#Iyt)q%+i#<~dDKvi0y4MpVJD5};@P4-MhL+8N6Fo|O{8Z9L4A>NgwJ+dVj z5qgMbni=}!`!X%IgtmYVIDld^k^0a&tD6NET*RJhg$Gj^)VGncFJ;1WFI zbx;D1kAZ#RQCn$okTghOkiBW|Paj_thqUzK1ioP>+TNHha&S*9fEDtg`#K(2eB;K5)gpZFpW0e zvuCt;t`g@epPeySohUr}91@cKozWR=Dfv|E40c%jhF{4kDb!>{jjBWh0V=(I>eJ#x zQj5P2&q)DOXAY=eyMNkug-?w&uODp>dZj+}$tcmwMJ$+349)#XFn6HA@Bo1U4Sp*~ z8Axoh&blJ@Z|M2)2sbtRayb>x+e;fez90}|UdlRs5JRnn9x9kRV`knXt@KDqBQXB+ zbU{N!fS{)?ZjyP64gXa449Z*Bk==u+Zh1*S`{kO?BbijyBV6+?VjIH!BNEefYPg+c zhm9HX7Gx9+EwnNiDvJTP(M}CHDqN`{M~Y4q^4We@L`)ZeMcYr2ze>8B0Gz^;-e;cu zx0>E!Tp^rfDQJ4Xfvr28f|hs6O>ePZtun`WeSjZXyDY85?T{H{nf@0~#6Q7K?SR`6%vmvS3C_$mMbQUvJi znOObH(QhDTav*V`;|t+BbS)lY8QW>c0I5}@;+E9``U{g4QXeoRvsUmLN>GSoP<(0y zk@XG=_mc^{gSx)lF;&YCs_kji$w~-%^|d&tpPoOQP>+)n>UZ=y>(DP;2S-KX1)4_6 zPCvjCj&gbD)SND(8vA@ z_&cy4%PB)?;?5Qw4YQST08lnqKo|$a%a$PKUPsbbn;P$T|B+q0C&vgtA^MG6VpJ%E zgz`Mv5GJs|0>pr^G}u&NXSG=xuZY19=ulhuZ}wk z9DjJ~B5DpJjpV*5K7xM0CMX{J5p6f($dqDl-JljescuNvQN2@D9&$@};+}CDHemeP zfvOBMpNYW;5MR^OEPZzHbGt`-^DrVMtAl~EK4jh-^?v1h5t=*Ov(VZHqIyS4TXgEJ zNZ^D680tAJRz{Bo+w&bFR|v|@<2WIuL-|8bcN<2_(#9kSHqoTh8mYq*Uhf`7OhN~MI? z=YxNRT~Z`H z@{A{ax}idxy`*vj09Q!6oZS~}jYV)Lh=P{k`?{C7=pY&&tv%tE{Tm#&hp!f&Ni9(3 zF}0FBm}pxn|L83umf7e*3wk1WR5W6Vm&#`ckS$mYSuDUxd=mza=qT6Zq&NX1z`uT1 zI;_*^8<8s4`Q3)v7NkWxIGOF^FGM|Oia0OSa#ZRhaiLJ)bcqW9}uBa^^ccp)n{Kpy!xd}}f))*1 z3+axA4Uz<{69Iw)C$mk^3dvcBin$KY*_lv2Snl|%wyg&j02!VNmDLa7t!>hU^?hQpbFcliRB_)c3%uMGt{(qdM=>c z0vYrhaO%58D@MQ+%K-YXoH(1~BsGjPNqrj%eg9Sj^bC==o|Z9R02Zue(-V$S{pX`)5E}!W7$tv;ldpHj7)am&1`m!wOA>$n(<8KDNokL(()0=6 zk(w!|<8IJ80HJ}NCQaBZuf(P)xj^I_Ef#HOD&C*+q?)6Ci7ywC6!4nfKhr`etW1J_ zL?|>_Dg+aO&q>`xse7bNxges&e{&v6z6hn0`>AqW2%Na7GcIhp6$I~-_<#+R=BP

      26Tl}w1dx7ID*~kY4e{dpc>v;c^&zYgc3r*Z7ImXYpJ}hbb z%6Z|_$M2yh9_Zxq$u3LaK6mrl(f87?XJ^T$DV_YPXd?HQzoFa>!Pt14?o0j~jI zOl{_cDDDV&?;xz36mrzqer6KivYUE37Ip8Ijg3#fj#A#6swtOwp{IRK-S?lHN`@Pw z`=6BOErg@D8$fq2g6t6pTQc{jp^Vtoqxa{Z+o2eZeB2fG8R1UUyTJU|MMr5}_Q}zh z$wW!b3FvO;(eNby+|HsjtZeg8!Ib(Zdu8&rRReIww7EDGR9ApYz97qQ-@294H=1jH z{$ScEDQW4g$F{e&x8KXk+Er5%6dW8-+ij9G?s4Xk>1up{u8T=^C$#tPm+0#5HhCE^ zsR~6HPg+`9vbCD9mkT^7G8=v{e9_Yq-?V8{rs?XNOdAoHsnAUcY&QFTadbZ4`-b$- z_5meFpJ7y{xqrlBUBuO^R~a$o0rmC!8R}lTmX^{gDk{c4v6>FfDz|$*o?j zH8!3Lhq#dF=qtGR#}bo~uS-jxqsk4$+|kg;BBp_V!;hDUK#C9=0h)!LkGPmF>R%Mw zCi1ks4fjhGq9!uY4r}V!`=b|`k)@|MYxN(qAU^a1b1S8!^al{vb6E5^qS)c;NO!KS zsW}fqQ3mdk;rzHOZZl>^_xqc!{^Jvbp|)kQHj%kE&=@Z49!&mGhH8`%>w2T3I}VqF zorAl^X0h7&?DdMi+a6uYP;p}_EBhoBJ?|MZcj>K&@n)!ZKAKoBwg13@EO?i)w6!hq z-lRwM$Kblm(xu!O*)R&*ADgFe0UtNa(#xXq(Hu0KeyuohcghbQ;tMfuyKT!B4mcg) zMymiwk-vfO)^c=Qi)=h2cKNF0++2x2g1CWSw(i)$2j{+!sHjV$qaLurngMI2ZQl`) zIAX2t)T^p$v5aq(zkXeaVOUIJJ$PQXyn8NBF3f6~0x9YeabXdCU+ugG<<?-2skM@ zzVD9v7g=n^1$VyD-bG&=mN1!fkti4*oThtH=3%OPqsPDs-=DL4&Yhd#rnZ>M6%2wi zuyJXPaM_54Q0c%_dTJ^QF9D`_7K4jlL$orxyQ5>XmKGOCit~tqVi33|NB;!Pn+dmp zaU@?x#b=(&+AYxkqn@xpnqbGY31dDfhE|cH#R18C<}6avtnnan0UicBcp| z7K7noL!QdVtUsPm3giP*=;g9zG|m;$OQ;KYhT=sJ-uwOA6)G}ukfwf>)-O<69%f4H zGBWaqVogRvV=*=ZcZJcdHbn3WrolWL2s}3~6y((y@6`&QNP0AaUCia%HEW<}hmMXP zTtK%Bg8GqJw@w7$ke|hRnh_t*jRNI4iVWVEa$bXKi$@J#hQ`K@p5Xl45QO{LOuQ7N zbCpmhoDXbC!vN$-3OhxC^85<3~RKBHs%acue@0C@2VG z2kz#5*3l%kU_lTz$bH_!9#f7`oFK3@79uctF+Mv7f+<5(7PYpsdk&(QM|jKLy<+3u zJ~6zf4`qlU+`mLcG)Gj_AJzpLO$Mym^wViiFyD8g@yUFR7$HF2-2o3^_Wlhb-Oc;< z%_r|ejfRgO10f8V3tyyro+|FoNcXRZ)Vo)(>Vs%oR2sR%atT(!T z7YE{e?^)P0bOh=cahTx0S-nAgcHqT}TTu3?i0k^8{)YU10gifC6H8fw%aj@SxuZxc z!==Wjx5CK5?`LsRg3bMmjJ-kogz=cQy}dPX%g|YxXaOMR0$=(UipO~v0>pFoD_h931{Me*ieZVtG~_T2gNhcT+f@EG+4cYG%&XMSWtlG3ef*Jj+S3`B@! zySQwrW)4qy;|dlTtPjQ#W+Dy=&z*Y?hBsd!QbZZU+l%*@3DEc)eEA&g@6b?@4Z@eN zT)9x%DxsKlDLD8Qg6=O&E)Bh$6ux+2MPl{E=H_M&jzoY))3iMev_ zV)!N`EOU9_0FH4b_ni6jXNHxW!{8I|=BCK?a5#&h8!9<{S3Zfldes*k&KxWfBUda+ z;l?cTlxs?|k+`J&&G+rfhjo`gtC>6Gn7Ki0k1&6~yMMcM?)mfhCL1=)gEK)P6xhnC z2ObGhw=5HPpdxyKJDh=YepB_dg8nj5T|K=TtEY$7;362~B#zkSb_axZboP%I*|uKf zyQD3%P;h%pqzT}YUv($z@L?%nzq5eXckbWk1CU*ek|_`tJ>l{mfCfuoQhCh3tN#*8 z&-u7ofa{;7qMsGFGS2~m>cFJLI&vA1MF<8`_u}1J!1V=CE6Xx_fBc<0TgVqe>6QWV zaJt4BSWK-IpZx$8-C#X9+ilg%eLz;ecItrsmP)sZf4Jfv#ikxH;SiMUeGF7Jd#wZLV1+S(V69zUKO1K+D%pel{W#Dp=B zA!<yzfepVFCKxs3-5gIo)(LRYD6Aq!wETLFv5Ilv^F#}R2p{!SSpIk z!nKdeTaBR)W4RL}6W+fCSW_|r0s`w`PA;dQ@Q1K)O!;zYX_OX zV2TT-XJG`~58uKX7*ZLj$b=HKIJU**X}Uw~(E{pdqH3rDwMpVTNfq`Era>6pPBCc2 zVmq^4UEc(I56ILkJCl-{Iu~C6jm+@CKqBr$?^Uh$Yv@X%Gda+Oc=W~zaH{g7Xp}+QL7qTk^I?yJG`q@wkaZmqNk=x zw#-#dgKvXy`clnuL{Q1%{Ar&&DG$K3*8bB*WFxKH3-6kr&Kx-CHA@yy4K&JgB!L>G zg2sWwTL5muXa`-v)x#818HRiJ2B2gfsC#Djr~#KYjlGYl8Vew>30txxm3aN0Kfk-G zY794XnVc|TW#VorT<5s}ad@kjmpXj$uYe^S%u!aiJCbSn)Ra%P{V97Q`$VmwRbx0?6LO#Z}`$vJ3`apAKt_@fvSGj9c>&&&FVv z?04%32OMh~W~h zgDw7A;!zG4J#m-=Co?VRZK~*JYJ!Pvd0(DkhU@f!S(40f8SzZJVdO=f}zF zOnE$GDeta$m(Ovx+a|L}tLZ_lPcQB*)*#c(RMRX@?4j}9{@YDW#Z^>Qh2enD6AYG* z0l@DsxETMogkb@`&LQu!_*%;uzWK}j5Y?sRVg(jeN63~h44oW~6$>)88PQQ^4w_`#8#UXBd~6W(=M8Y(Ih zz`A)an=S=T?j7I~AqTeltVVNOvGEOLiA41pb^72#-8SdKUhamf^YZU&OA7K*TWd}UM!RD>6uCA^b8yMU* z6?^TFbJ&Wjy;HgpefBS!cNrSS^1yRr=wmD| zrCW=Yg6D8m`vlDL=b6+#lp3>ARn!Z$wsusxo!s^byx~}ssl@#G7tskVI-$hH@E(3H zX^FDc4dDDs|41(cFAPN9hl^Hw->k|g{Nli1fP@bT3-d?lvjF&68O!c%-h$Z4 zB`+`UhIE$+qMxIIEg>Pnvq&wy&DNh+m^&RETht~N^z^|vDms2;A?bXDW9};`7_;C$ zTBB_C*ntCQn@>pS6?j3OqkB9DUbW`O>4KUoArd z)3q~#fYHDsx`L{cgsT=fgJP5kYtQ^X!7$9We|LO6yb%FWjnzLD4Ja(F$Wv0NO!MVf zEz!5pZBFIhV-M>xVJN;(h0TX|m6MZOnP#47BLPt32%A}C{q9+hc-G%EV6oVC6-)s{ z<~hP(EEmEwQy5f%BHRXF6c-D)tzn=wq$;j#|4FP&>~Ul4f%&wT9ebDDwUd(Osu~_l z^T+FB*@pq+gMf2nWMuA@mtPDF?D#-t?2JNG-)qqoPRZ{96NnHZgj-aDK_w^qO9kFv zQ_Qns(yP}ngUr)1O^&o)QkL0yy|BnXF#WtY|JCU5 zq@h{Z*(jY@$gO~{!XhG0>raIR1_pBOV6&OnzJ~ku&5X_a*=nJx23JDL-GBYX|JY1{ zk$OjuDIUFb$D?x}KI}oIE`t<;LAd;`-_Zz2cT-Yk!Q)YRav7dLV4(Hu-Vslj0BLtJiMs&QuyU-q<+XsN#j`$> zUWR^F#AfjT(*66x&E)w%|6#2!ZY}@!hvPEG>gm_PKlrU@Tm1J2yEY$T0Pg<#!-+EM szdx8;Azt|3AKdkQ$@u^F7JpB1xdli(*z>% diff --git a/index.html b/index.html index 60d1077..84cace0 100644 --- a/index.html +++ b/index.html @@ -128,45 +128,58 @@

      arc_distance

      ^yD)o07cD;U71!M#GSR0hjVlOrBDfFqR5DtO{FbC6YzV zwG~w2E9}{CTatJg1zP#1N~jZxTsFcK1st$%)a0!(8aP+bk1vk87R9!>+kSiSQM z@mg>-N-p`+Qbenea?8ldBGSD8nM`1e&h17h z`hAfOONPNNz2CD0We_nBSJEFE!nL55edR@y^#{y1@ju~rTr)0-&PsNvAW_X}&_veX zTaTi6sp$InD(E`GUpH=ZMr(3zQ%^C}T|G)dM7jv-!(~K~=xxc<-X$HdyW%nfla?aW1L9>}5reX8)9?*?hH^Q^9?}t$Nf_AY<^RE0o4-Xhv{C#-T^=uiH&$-Qm$!-zL&2uAC zSH&g=y@&}SAtAx&{=|==Aw|RqYtR7jzrE9Qp|%`TQ316u2wBFcBKRao^J-$(0)ePD zoRyybap@VxF5iD~KTR&B%YV1Y2`*LLql;~PL0}yD#-=2N}v4RX~#IE;53oIVr79qM; zKnoK$+qYCtMEhs(mX{=o zz{NE^(JrRD{$`+E+mr4i zN%q3|rP0i|D^LN&mU?b@) zuQ=X6w1h^9bqjojo}JO>q4bQ5C{&_^#OAjjG@v<=kVven!2G1!q3z?fl(@DJPeQ=v z63G5QWcaaE7Q!DV`~{aUU$!}(2==JAG2>@u$`mvFR1et*RynDF*0mRwa_290-*ixp5O@GY zBvcSvJeZhVpnofXX<`c{3vRQ0$F}0VWFk=k3>9oNBOZQYFCsO`+jZK+zCertcwCz% z%e;w!VnU7(q6yqOA!vy4&6E9fHJIjDl^4M(wSS<9CXfk%nV9YYTpm4r8cXcp#4ifg z0%d{erRjG&9vFbCgauR%S_10L=Mdq#UKDPY2f=*+#?_^ejjlOjtDX3) z*79noe0FdI5y&MZq(XQJY$v3ki~F7sf*lk@BAp=;HxW9BfPpu2z+(Yj8e2jM^db2I4=kY^`=LZ(J%C!m4-z9GNHG;edNMCsFiz)S zN%*)WGksJqdxr#KR1;HyXhWO9ub7w^ zAG*?;p^PQF;Qia-=kvNW+Q(9qLXiGHPI2vkJ6M{uozjzIcRj25Vv zHEut!l>FMeR*RM^^6+RFGJqqtC?h4vV>6GS}v2;PGAd3Jq}hV7U0I{ zW5PM2q4jJ=hzTRQe`&x$gc*UVg-rg?M~L|uilQ=xMi$yTEL&?ea%o}jcYTxy z)Cz<=?sieTwC1fgZ}iFQYn6)mDCq)IOKjT-u|%99Aj?(01~-)EzkTcW9fl^P0(Ez+ zLl5&sHN6!++y$HphYIi&a{&qW(6GGBP*r(hgr{}weniTK(7 zHGj(x&ZIPEECBNW&IjrV@L~b+m*Lg7=TECj$my3n;=hps^2vG|qBER7?u_)&rs8pzMbx*ClxPO`5pP0^E7~K2t|y{4@eEMmEWxS@JuJx zf%9(`dGl#&L2DuW4{H3Mg35&BrBKc~&R4N@#cdI&EevlbumBhJWSl%gnOM$Hje1v8 zRvLj_DB7)iKFWf*OiWgVA`KFW6yE4un&7FOxfJE>8rZkyp-V}N6y1;@;Dxdg0Z6iG zZ~_O4l>3lyMoU?R6+El6Y|Tjj9rT8@8!Du{4Rjvs++J3=y>I4Xt^IEn#T;_|?f#?I zYUns2dBPH-2xgL}fpAqH_LmWD7TD?Z!@{=qcH;XZz-(Y(fFL6zyTxM zN=8;1crBj}$KN&-dMY#nY_>;{=oi6@aaK0yoPJ^3Um@##YpgJcdhFQT#j8EV=gnEO zXzum7M^`c`+_{#laDwZb`)&KyHOxMKa@kwMB5w~r^O>kt%xR12X^YN^IgNa=rY)3PRuVjj}M%0~D^)DDDn}xGZ!C?f+NT~Fc7_At7swlWt$4tU$9;@-zT%! z*A(qc2(C(nc$9pX-CSH%^(991Oedq1C1#hbHwA=4GhGNgO{<#+?iBPp`@-oZ%vsW2Mh4Qr_vcs zruakqGV`9fXVCJC8^uJQw_Y>K!mxH?C!o#D-OapVeq`qAorFyQHKoeB(D}`ZV>3Ue z{N?wEUnRs9Ug{x#3pcT{|8m>MVwSn)d(RA0XI2cy%p2R~{x{yhUyNJI3fjD_=I|Z7 z>$G~`Yg627qs}_Bj#udX>-pQA&?*Qa8O3v=@C<0!dW8OT&kMNGp>LLT34PyjbHz-A zE&s4-qU~98k)1?Jvl=agqJLxm>~sko$HI(`j7$(NP*u&f&Db}hC+W#3$@IvY`*hLb zB1Ve+Ai>h)!# z3mI1LjP$VStLs$P_EU_Op^2t&Hp^JVbUdc7Y}Nn0LISSdz01g~yp}6lIemKo7S*qc z^J_xb7}^fM)t%-{5}rHZKD%06w`_aG@?7ABNzDDLUYqV8HnyHW%Howin?~~glcndC z{@P4VPVTFf@Hd+*{E59k^SMQPRB1_%a(1c*u6jV1CHM5*AB6-vJ3|}0+RT2gv1HHs zDrv)ED<8KnTwmqCxzPS%p8xUw_^Wm6rou|ON<8n<5%Q*K>ZWN8U1&)_0;PDR2%oMq zO8mz0Lxq*W8K2Fg&V))&`rer}J?Fi5k0)1MSffE91+{R1eH}uLvmC}rsIXQ|*0r5A>Sn~i z#UnX`$0<5uYgC*cq1YFj?35wFD>x*?8g-W;#0f%p;h(zhvX?KvApTznoqy9>tgZUv4!U=9o=QA@Kg;H)cUzK(1ACr%^xkBv_x<#ECC5j(!X@274 z+HN{L5({Rx5cxM*>h{#4UgU6tx#s;%>=bngxo@& z;HCN@Ur!CE<*72GO9iidAE9})m4wYe4ywG95l<|29_#nMN)zSfm4+an%DH*wjjlYh zI{e#xi^I_9(T&PmE#3S%vG;?hAFDw@${`?7^DlS%dc`a812C#gj@9N3dn-WPi583+ zN1do{cK>$_KdZwZ4Fcs7SP$adz%26H^r#>yQROg~L|o~P%PRf+Xy(f)!^f`D-)Zpr zYVg)_6o-U_fZi}XI-7(j4i}bji*a&sC4Ehuee=~DbBiC4Y8VoW3evN_qd%#zWL(C) zUfiOckvQj9WZw~@7vR?x4^n(){ZVa5sfZ8w|;)AA;zK(AEpcyKrv zGuI6nRtcITZ}#_Nu=W(M5BdE0Jal#$fWS&{Cdp`ngz>Qp)~h7pDH$J7Fd*Y-7iR8i z?jx=`cICv=8U7aDdqrN8U`ke1ubB(2Wui^c9)K_fvO)=(A+hw9nr;L?gWA2jM6d;t zS;(3-Z;CF@KHe$@pBB>dJlIh|I1ilEk*r(17R;VJ{7v3$KwXhI)dJr9AncY)m(^xJ zHU2!`@C3F8B>C$^X+zYWc^zPJm!I97u78)t{^{sKdq@Nah>%&J)xyzmLgYcuP^ga` zaanzpAU(LHXKQaAzHLei4Wwbc;77k9%Y|wjIsj!VIy_w5a}6XnP-G|2U1^U^#UuTD z>u*`3;?Y44E2-+N2E|4M*Yxys`)(XK69tdXy~^43{&Ds3MH?%in#Z8C_vfR}(b52< z&`n;7OV93L9Wz|$UH1?sNhw0pN6|XwCHV+rXolsemp! zgRcs+gETCT?MIG^0QGpxw(;^U_*=G7Ik~y3!55MKLNsi4UtPF4L5O|k1FkuH?l|li z`^M)I1tUTinEM)Xng%r!T|w+rVp0Ioic9~@$hBi8pHe<9L-gDTp*}8e%AOnu0`=6V zwp$S-Ac-_+SyE&Dy$fT^SX7#>n-1pVd*iE zo*ukDuEy0ld3kG+FI5e`=ZcSvj*fn5vT4~ZLnEV&2WR^uT%EALgW;vx4T*nxNP9XA zT}8yAtRyjeiwPo#-GgN=Q}VV=*1qWMh`m4ii}H&Iea{YFLLVhG+1UHD-&r1t9UhD$ z3^bt>4cO->NnBb3niY2ZM*tnaKfCA%lIGyphuRbYlUR~9muxdWv0v{)IXS2XXzUV- zFw)I=?fP|@y1ttmO%t{@W%&B}y=P{g`4;Cdk~T%&J#u~F8oFo75`>pc+@4EY2}>QU z_tqq055Wp4n7&l`w*@Kk0e&q7Zy+!}9md@Z#%(hLl+O~3C4f*=1!*h-N5H)4+CB3N ziqrzHbV1U)jcujEI=fMxQORB+ZR{=6Q?{g(Q<9i{XoG$0kA1w2(Iw0qY|xO1#KE2# zf9Je`x2J4now=y12pMYV@3k`WcF6z~s``D{o#pbEt5l+Ztq*`ARs!tXm~ zhtu!5oJ^GAeR`zsmD9A40B`z2C8Lt7`~w@}Q`ef%-As5D&J?e28GFuplQZLZqTAv! z>63PDoFd+22R1yPDFpnU;A{y zr>A6|{djccYh9bHwRH;8R=(2ABf08v#wb4CUT^O6;HiSLa`BD_n5cZ4$8TmA8yP#d zEd+aDZ%1Mk66tiovQ3e&rKzya&dh<;Yg9&$^7Hd&et*T30(Tv&n6m~pYvyphk)oQK zq4j~8AueBXR_D_~=rIPs9dJ$j!RCQ3nCH)*lLIh>X2XcVvfT;aLwcKY)X8!})5hPT zgx?&-7z(;7aLSY3CD=a<5iUSc!@wN8AT2f~X6E21XhLuj9z*CYN2o3xeeu4y*c#0! z-7gnzQMh>VYli)7VxUBvyvj@=rWv${lGc!}s)z?{MW4(Mr1zSnHHE`QLqZ4f88E|& zsy*4IOl-Pl{>oZ*CyD0_nkG1Tr($@#`1L-lComNa--G>Lvs-2~4JA`+1g`uP?VpIK zGr%&jnAgZWt4wtKOnlC;AMvM<<19Q6pgon?-bfp1{2Tb!13=a*_or&bD`P<@o11^X zRMt0p-R}!a^BE}^F;v-JY%CX~vzj)VWk3Jpj}@fjA&r}x`wXn^)sWe}gMwV@8(?wh zMV3*Rq4TfQ&2E;02eGoe*qRXT2|tKo zBg=qTE>ORcBLGO-5wteAi&_Kpqq7*dDQ})nzI60>6Z7H>#&fM9|8-jBUr{M<6lXgJ zrxa{Y9*aA+esp)j+&3VON)58mI8Tm_fG=ana{KI@TV6l-U*$sz6c>FGoSjsQtS0=K z;bL$kU%9O9+^9ZUAw>UXXGB0!nq9a4g3zgi_XSf^wlWh{bu@Jv0!is?MwcH z^*Bao=Jl7H$3Fy%YPacgR;2$|3TAfI**v@A8EzuOQ}cb(Bbs|Bi&Ej$E&n(n{K>-n z!#nzuJmPuNMOj1w9Txuo$uau#j{c;x{wm}BFD=)P|L$D5 zKOiJ$W2#TYn+tzUNbW|Vh)rlA_>J>|{Z0DiR*5BlGtvM5DboH%k^V24!9O4Hf9!Hh zFN7&`mC+R$ARWKh%ZHt}QZu7}Dz4o%hw|*wJGG}_J^Xb8kFLbrpDPxU zf2}1nJe-q*qo`{=Y96(*b)Awe4|%C$+|&E1a?`_;PTfs8jTYJ;mLH{14!rsI{1rH5 zSGUG>F3M*;B)70r-&^UcvEWQ3U@4sYH1qm99C~39@{~a(vWJ4K>^W<9%i!#64bMk7 z9`CZJWdu11^4`59!lD{{Cei4Km!g6~=&d%<(9iGB17N01J|9mJGtOg+s*&ZQZg_mC zJS|sVcb9c^*F|coXAb{$rNAj`j=6xva}Gu4B>x7^jjTb)!B^C^E84*z;pw>K)YYjaHA zv!dG@&BC>e6s)7v#W4^^^L7v>#|G;wPfe7`P!_q)rV(^lE?r8Tb0ighP> z;n|(w{JFWe_KNd2Z(vx+Fuv^792c+>hKb7E8>;pGSg>>h8&xe;|4AydX;t>spKI1` zYHQfZ$5$48MNAb&JHRV_YofkAQw_!(u35WQpzb>Tn}aWxrCE4(0gb*;xtLxPHmdX^ zcPK>oL8bN6_@q6b>b`7k%>57OVmnr?x5DSGznxYdtFevl36)lS$}Krkb@JB9?&ss1 z&rf4CDBMTDY5sD#Hx*Q0kdgwr`rxl4hf7yRgt$p48s~B`OD0JUU7|-Qy&b0tElP|3 zOJ*6F>NVec$@dD`A?ZbdGo1PXYeM|`XsUCzd9J5j2=G24vZ8%!_NCkA;*nCu8)+9> z#U9ZbyU4H|NjiyJxWrQDdEI>D=dGLYBT9Mo9xfcBLSBC-ZTydIw7*g?{>j{lFra@C zCL46%D5EbV)3!ej7Cm)VY#6*qMIp2!5B^m+x<#D;;nfl^-XV>8Fps?NnpJe3u`I$y z_qz!zOZB)dE&_~hB0F0WmIs(GSX=rLAf5DWqWP->zHK>lMAIM6e8G|ZM^FJso<2?b z;lNiOgBe8;UF^VZ)vc+}>oQ>-CrtyST*-Hxg94V$B2r4uAg-*G)4h1n;MI-A(0B7Q z9B03fvJ^rY1%zh}>C=G?6q22U=T~!~4UNO84OqB#KMBwm!O6zNpB(Qz#DxZk(zFud zmcc=eplA#Sz7`Fc_L~b?p{1k?O@kS*9`)tzn&qIrn|;6?qfU=__39WoDGEzJvnR25 zLt`H#zAB^moN#h%FDf)|HV=rfFho@Xp0;znAe}|%Ep+O?prou!`k>l}@5~GW<$&w{ zgtf=* z64%@)U|bHjQfcpMvMUg-D8ST-CJh3piFzN=7S=p{L5}cPVAgIfGzh*z6Ky)A(~vZd zlNLez)47c7UIa?0rJ>KB9f9Z$wN!l=ZMyhQj1Brq$0Wp>>yuOJeKKO369bPsKt33& z7?~LvS2o?)Qn_Kj9{b|M?3?dZK6^osKa@_CUWat;FicL}WntUWmdMr?X9iY{&*1O_ zW^os5Id+MEodv1)Rz2Ul=SBj{Vwl@>b-!^Gb8&JycF#Uh&rRs9cOE=2Gk>ge^yt;l z)yn&4E-|a(hN8_G^(*P4P&fO9p=PIo{(rF@k(WHu2#6tZ)9fGO^qQJ3_!I|uXsA`M zF)$s_$){j#H@~u)c_U@%g;gVzA3aHB;C$Z*p4bBx4emA1P(pfx@FU$op!!2#x2Hu$ zo{;!AhGr$@PUEFM>E%?*SYfoSch3#3oqmyl|ME! z-Ss;p#{cF8z<2y*0hrFXtuzA}k}CJ9@7O)BfJ4wgfnC*DzwDxorXFKH$xIGsg<5pp zdeg)$gg;g;;qXKk?@sft=V)IhE?!M+In{H>X05@v$D7>i1ut_iX!i&X)dI#J*4$gwSxP$sR zlOutKq=IuUBU4jrW|(6nlesz$V1PiXZBlt&!~p|@my9U!%2HRwpZoXkxqTw(kVUlO(_Va;D>M(6fxzcjN|8EYViMb*U#;G zw@!C!PglbFi__qCcE0IOMC&|$NylBuWN0=yn4|IZ+O^THMIU96Q^CGFwRlrLs+*f9 z^e53jnV%I6dJck&Vi0I(Xb4K_>!J0apz&v^sRJ6`$l=|jfr1=*i>`wvkXV^t?jM3; zzHz^Rx!Sayj<&J^%LUk6qtUkCg+_SJ-Mh=tw;hf1-x`BM4S1tzG;5qS{1n>eQ1b<- zS+NbKSyJfZ^ptkIBaL&7sMI^;;9zv;)MN#LFYnqiJ$j4upMv0?9C4XWBYr;^eZ*a) zk66l&9JCm)4Hqt0kKfuI-b^gs4!3+z7@`fLo*X@i(;znPwXQmTl_B2@|4objVtSF;=YsWaH>zF6f8nr6a%w0q z&N4^aVs0-$@ZiS_4?3r(`lqc*_-hToN#Y<7Wh89yU>k>iJ^S^;J|{ORjOZI2s@+;G zFyfGA1juILq}Z=cpfB0&)-59(?L)L?Gdr{*5-di}b_u@6OPZt(K*S;^huXuJ z%*?`4_fdw)KuOwGT(PNL2B#`+zS25}Rml7Z)bU(Q4%o?f9Dhq3z#ai>7daL@UceNc zS@tn=num(45*-yKix$by)oxZ;G9WQcpd*pqNI7`!q4$$hu>nKw&h1`!R%edTTP%8V z5DB-==BAckht+k2gC9iCO$#>CZ22@)o=j*zZcD!CH{g&SnWjE zB2$uTq7K)h0od={+Q`B$IEZd`Je!i8NaEuhXZ9eOUix zBWHE_@*URqH;Y8$xC*DyPq*y*GTN=6Rgwe9(TjE#$2Q}6ak43s)RTQD(XI2n*K6|w z2^_tKgIrBNL@;~|Ec_yi|6GSEYeRsB+EYhyOU;MeR4|(4Tv@9hZ`YACzkm!Y$ua6U zB#B%mZ@j6Ws8yH`Nm%aFA;hP^(GK<)He?MzT+xU!!LvV1=DEr=9i4!HNLC7QK6rL% zAME{FkuQpb!rNo_3_v zYE=PB#Xvn98ABlAq!JGH(xoV%Se%>zgWjHk+h5!X;zG=<00xq_%c*&~Z8yJ$0yY5Y z6}Crrr!`QvAw+P}z>Fy8q^(69AZR~{iitUcqqFERxTl~YKm@H@q{kC6EiR*N!(@-X z*iX$nf6Q~5SfjtM!l=pNBK8T4(t{l#4-7G-AOp$e*{Nucs6mfRNK6bjRSqsysGBG( z!V(krQ7eg61cTE>jz)s79`04r#6&hYIVelZ?i;h1$m#rC$fV@-N@CkHyb=_1=%dN) z*PkK<`=t~Wz0EY6Y$Hj_G!_CmclQAPyD9LZ9D_bV@E!Ur!;mVeyCmbF>WX~NpO@L@ zXY|z~!wQ2>gEaB~HT5P?IkxK?_mg>+IZ>vFj1ejghLlJ$rAVZZga*+dg^;15%t4##nv#~D68#q;Z>t=ib} zhw|k9qh?=S9gx?UaAfFtjdRH|VVGc5FvVtUVG+u~`So@KY=PLU^7Fy>2~378V06?N z=vQbj)~ELsQ`!E8ee)siM71iWHG+9qCst^;(Uxjkb=56^T?F@pJqEz|YKOFuu(}CL z*DczqJO5)Pfm67{{rkBy@wFKB#XS@m!iW(hi%OEXe`#cHRM3f~woYGRZw@A85H z`maPH7AfG6;)Rzd#w-;gSfPd$hlN=manWgm{)>Vlo+BysXf=J=E-$E8Z%kAKKP)7y zP-WKE)W^dO5j%ig33Q~_uVw) z#po#$q{*AItHhukeDQUr!t^1;Hpw>S)mx>=2(1MZL`@|_S`o=ij#>TC7&*xspXr|> z7=vHtzx`Ri72-@UrMXZTgOi2m+^{DSX@kcgR$ipYh+hkLe(SF7JK^9onv2Mxc)(DL z+TSjjx*yLT!gf@6K{}<%?TkQBo8TV1wI%S^jHvnQ)pI^E0WXYOg>~7eQD~O!WoPV& z-Zt;&$kS#Q)6?gR??{^v_49s75904P2IX?QPyY~tD@!?(uf~j-Dd^(|wgPiH*l99x z-o0&wx{ZO79V_lFYT-sKWnc zqF}B6n@SY!WWriXjH2Ub_n%D*V<|#rBosI=COk9{vs1(+9--5d_5;cXBsT1y@SuEn zdi0QWlFx-m5PXzV;&FYwLYw)OlQ1boX6e$UB?Vt=v$dzA#GW?&gWbM3G^m-37cKjx zMe~|Dad&msJ_84CGT&7__ZH1+Ei-n3%+&>QMgqX#jw)ZddGnR(;2w@dz2KS#@nd=% ze9G;9Dr1=e&60tUa0bJPnOxq5xMv@IS~Q6qb4zV|`LWiPq1F!Z=D)_gNbwu8O-%gL z@O~d(hz*y%q2V-UjYeS-y#3dwj~|@!SEG3)X4{|%w-6K3I0Md(`flC5DW{KkZXEz?pPAdjsHCudddFK)xKb#RHDssT^XFzz3hV6*s>5VN*? z0D8+&>gw`?YjhR72zt)h~>r% zQ81lDa~kZRjS=1yp7>Yp>||)WuQ;hprF&L341aC=DgNEP)f6>8ND15vquiRAaOBfu zfTe6Ws#Yzp%t-TVbo;M~E3Zk+;{RisDFbE8znXiU`t~)MIi;x1)uU==*w%m4k_Olc zoTbQ9{`zowBfmcI$b<*axBqyX(@jo2cYFEEC%8qQ}9@yF#+^S5YR{K$J@#5oPI@1}8 zm`)o|*Ut=oT!ot)Z5H=R#^X*P{S`6gSE>l* ziSbo?nX>d{@4&5Z@9#vtW9YH9b<)f}b~GA}9Q;5yV;ReYf^AWekr^@fKG|Rgvycyw z=~5Q7ah;`QCM||u;WP~QztUDt!Z0AZ-n5B)5s3NsS@5~DxK7Dh9&OCKzI(m61OdL0x*3{PE8GD{yFi}#&V*JCC+;pDyO_4()klejWMTDE)-So7WPWY=onsFnplwQqZRf;58oH<*3H#o97P(8-pG} znEBV$0G>9C8p)LDBmQ;epq;*tSL}2;{lI08?8-G}X3=OrBf%?$Xh(%p;7--V5s9jI z6~c>?RDNO{QIzT8mwt3E@ez8(ZGnst3d=I`!hcB$4R8fgtre6+^wVKzCKmYb{##JU znz7aI<6UmGFns;Jr$@uSq^D1vvNh|44VeEWnylwCC4nohUAgl0=pRd!)n8R=3v(Ar z2BG)h7v$yUmJ{9+^0%WV6%7Ov^idBUtn6_x?9<#1Vxx;tUHTh(INel7kHNHSfQG!^ zwoXyoi>D}%!-ahkZ%Ays(SOAWPz-)EnFy>+lNWqqLTCADD4fWTe zhOts_q5=zQ4}J>xen5s)t%NUDz1-EUjhK%_(c!L4{8zb6=sd;K5K0Z9Zi%{dNyq;; zPB2m66QcH^s1%lU`mY%FzE1BZob&iHjHSJ7Kfr7#b;Y*Cf5uDx{jw$mCHzxiK$#{$ zR>k_5*w963Y9uOo8syJ`Zq?g=>3N={9xo4E@Y5i%4^?&3*Gd1BuYae>jO5FRh7>{3 zw!}x|U{Pc+Lh+AU=cU+^LPKtbG5ca#K!q_3l5_Z8iNb=m9_bZV`kViP3IC0B6A1rm zb$#gc{p-Us*=gAVrWQ&gVWL-fOh+HZ%`%*3M4im35%0S`bI{QP5K+^X)nBJxaEfy2n} zZm>YlWWby|d_=x*ZlKhAgf)?W>0hG=xAOrVG|d+-^brQl z;+@gTi5gBUSP{Zs1fxcr-AjG0Kf=99JQ{%jBcx!_nFddO6D_9yCH|BNouCnU0I!bQ z&eiK4q3cOV)qPzTye4E(OU`HQe5zdGOGF@3w4~_}635UD2GMNZzUNR*#H{ zE7)ZupJJklqWSc))~Plvn!#ps{#t(Y({@T7AVfsjH(p3i{!iEp5*BJo}|HGhRR0C1_?+Xa68&s8ujuaHXTi?z2bzkX4i=W3&(jUd7&P=1n87vqrc7ON_44|&=gz6k$sGTA<}saK?fVYw{kN*|-xJ3*cIV$N z)vRm&S^xdZ0@X74e0Rr~U-eDqg^PCW(vYk^*^|Larahj#d?_u#ba;y7F{sY53m1Ip zg&86&;%*<xSKIf#%wp0Nq*Pw{GW z$I4j5MC92hC@9Rlykyvn8G~%@$l{OTcc@SKw{M{rFShYlu;4`{Necu}{NdX+d0nUn zpQoqy?lVg5@Rj@bO$^p0G*yhXzO#~}E+xUhT6tsEV7TseSbWM%wdqSV9+kDCVPjQ9 zK%a>;M zv?Ov&)eHz&CsDO8Zik$3E#1S?0~?D`9mXAo_~Fax$C!)zkd}D;oc`vJLTX6R#-QoU*DFcT%>)|KRLG@HENVInd{kJ zF9rQ|7Nw?L+wmUQ@HA)1lHS;{b=$acqr#|BTD2Ey>KKZ(FUyj<6dvAI^5^Hrt}(_( zc)D}Ka=g`+VEECifByrZl~R%)m6f5!QFDJAJ7JPx*V^K4zZF}6pPwF$&C0V@kthXG z->hHPqmGxKl$J(JF_^i1y9$knH!wcIXGR3pD4FJ0_9m@KCU(XW2E}(Mbg!4AYw00T zU#x%grD0tstFyfLb)X>kcQsDNNw59p&6{`8A*$P4@LTe6&q#d=iD(W)(`ikI(F=6Vq!9s`Is_S$>(3c{J7gEPMnZL^j#|%s_wF35~Z@ce9dQ{pX|#4brWxif#4Kkz9*6GoA&PP))%9dyt;JpkOBno zK6GdnAK)b^Dm+q8GaXiaak!xz#k^jbV`DRp^Ce)4_Z`c6P!D15wn|yT+1y11tGcUU z62Dn_d$|#^+BW#-PkrD)#|;=dY?u_~&c0i>rg)}5k0F_k zm^iT~TP4Ar@7nFn`@LGJ* zm)F)RZVzD;@LdrB|1Y9y4ao%9s?Myv3F+ z-9skt{Ysi*ZPd(_D`h1^wY20JJ}rL}GwAlp@j!L}Io zxnj3-XKUM*-d#MVaSYXuN9P6k_$!3ozTFo^s%Jui7V=f2#f$e)MGJ!k45McAgsRC- z7ikS7N&`A@zGGeMY{r@1Y)2<^@c8jwl%z)h4A*k0s_N?YhleWy9vlW!x1fMHqv(IL5@9()XMi+r_FBzGJ595z=w))e#nB27;_~XZq8x$w1GiDswAyvNh`pF>Ens}** z^E=zMYZt-<5sz%vh7F^bADVddW%w|^egrbSho4ajJv*;^dC4K=#XrXm9z0lDR`#%n zJY0Ul=K%$MaXnbC)PpqpGH+jihK7mNDa(DfOc>+Q(h8ApBbAMfL+W zZx=FoNfd1a%T~MmuB*$z_>nED%XK2gj&2^vw#CncA&DmsE4Lw@7Hf7?o{03k?%cQw zAGU5SOz`1wpE+~J+tu9IxWk>53|(v(I(BSVoG5v5soY}XjB!|dIgHrOoI6)cekd=v zH_>x`>W%a7b$oxe@kF7t7CL_3f(3Ixsd^0_e3XSm?ST>1?;?#=;#1R$bPsveYsTTUR0ruetZ!MIsBvDHJN*ewQ>)~1-4$9(`IJlus^(%hgI?{g>8qbWD!P5=&gGyWIsVzSVM7Y|;g!pm4_OlG z=IQ%y_m9@@sb=vRP@(+i&k5RUxcI%gJvL*QJ=V=or`1&i@gWAR06}9mjtd;~DqfD_Dt~sDzKYPG-TaFM=Od9QX zHT`uNZ)J$vHot@c`x84Z>eIoQu-rH6+|(mnk)wwW^-5pEVb<93LxxqsduAW`}X^vmj?wQOcJbmo<2N}pTK1SPOu=-Y}mtxGd_O&2*PJ_0S~&|e3m^^#$NDOh~;|3J68_} z`MFSVt<>$;`#VRBjg8Ij*z`-A|D>(H|9xD!f=YlXL2V6InwV5EuDGk}v(&2F*0adR zp-Xg)|8&25_wEmdsTzKegO^3+VF_qOrC$E!%Upf`xA?otE$)3Ya>!z%hOx)NirU*E#i)S@AJ^8c#^7`W}j{b3cqC?DTZrB!_Y{yI6?iz~N_(cJA7 ze{rsw`!MtQ^N7W2Uv>oh`zNuYP1%?JIVU^Y4`5@2={w(22Yg)pI4po=!%Z)z&p^tB zHFj)Bh$lu`p$89kgjMibt>aI_Z^^i313l&~m_%CoB4`8`evItN6-Dnx_ZZiHzxF_v z-X+DwNz9b;13t%rUwyF$iO$W>AJD3xUkoWR+uw}F{n$!P0u`>v&nfce`zKTP9r>OS zG~=|tLg%Yx=VUh3)RXZxtX(^_V>g+ZHyv)~V`A*;;-WciG1gS_|C*b(pKvCM&C&Ol zk(Es+cDzhV+DjhXNFzGBtNxqFmU)&&Ge(S3f-EuTV`SQ!iwf zns@LQSFyU5Rlk#!ln#@Gcp0U%OfJ7ZY2LNTJN)O*AFkE?h(SnudW_Ux2X3Fm#$|{5 z5R`cL9f!RMJ9~Cu_wL>IkN8GPQ<*yT%O(AQ?OEuaiis$jwrz_f{9jd)<7MBD@RYTvjj+o11_PX_L z?%)s_!EW8UT_U+HSL#>y`*-rXROAdY0|u-J`~E!3=5mj*&C`#U$zqBYLfD+Ky?iF* z!ESc-DMY>ZIdY_HxWU;ZWy_S885u_@*_*LPo@cD&kyd+!5$pVhPkG%fr~yUTRB);P zxth52=X?IISVwcVfu1{iw(|(l4Rcw#_2}`Hz#hk74Vmb~jvYH@n;wh)G3b0ykQ!c) z<_~xH2-7-C-zdG~CtXjr@4a8UPuy;&irhn_1S?lp^|Xy+$8El|@`Ae4VIJ`1(9mI- z85yJXd+QyQnH6LFf)qw73B*U*?A}(n`XBF}QXLujEA(K)omm-8bzbaF^GnwT^zBQ? z@CWu$7~4HE{c+(#}di3mkttrwo?JM)6t8DvrJhe9|*mK-*^C14t4PHjP``^2&UpG<29V2O2 zA%xguWt9wW8GvU-Mtb@>LN@Kr0z&quM2|IP=RrfDC(1T92T1#P>TN?DD?GNz#P1e@Wd5+b*6YQ5qE;KNZk&$^0>}8UAoW^b2 zVt<9EzkeNxsuw@CfHv_8#a>9KpU0UVrN383Bf0BTK)_Q1rf6uKpZMr^?;#q_L$f|6xX&o` zXm#HWq>{b5GHR>FXs3qYS##&M=SSYRE1EsbZ~UNhKC)BSA*h)o+fz- zePhO%S)`k-Z*LUs)Z9o5joD}>*jG-gR*bKb`;DX{4vjVIM=2`iH#o-_j~$#o(dIsW z+lR}?+*z5)eRCkWCV8J%cTyUuU(72WaWO7CXoeoY2Cr(953MkXm#6~jF^|!5>&3b) zHHNoy4ghu<`shBTTL_3Y%a}nx;dY9t>^`Bf%nxFTc4G(c z`L}EtDH`hh+pYcn#NIBxBmC^a^DkkPA5ojVc@8GRQe^&3wze5e0@~9duFEL{ybqm! z`PHV53IpZj7SgnmbIHlH8P3NJ)#?88E)AdCB<;W|~*MkSjFcZsw;=<~W?55ddX*p-cj2RpR5ut?H zK<6RX($)^&S;Gk0MWP;eAlz}={#NFluE{Zdx__3qR7P)~mel^cV4dk$B^dqkKr1|mj@o#bWU))++f=W4y zGO(I(OyKV>GTh*pnp>2Gr3kY>JwL@u*EERc68WlG5scA0sHLh-MxA>guW%Qk| zU%WU1XFlB2G!@8yfu^P=MSYOf^1ugf^%J^x>$ZLP4RH$%c}^_pNgTEz5$g z5PCtP7u#&?dMO!wr$%&VV(y}>!7KjA+kI-s(M#m zK{MtTPEG!Lg-`HFG-O@Vg&8}2FWsy&E6Tp?`Y*aOMi3WcVq)GlwZuEJYF=j0panD? z$`kxgRyxw$-o9~TsD5lG6VfT~CiT^gh-FG}$4&dwm4-aT$#NwW+@)h@ST{&w=YwQX zhjJ(<4FZarW}Bn>t4Z zUv5#2P zf$u(SbD( z>h^MJSnM0zevH>T!$(Y-G|AcE0qCsK$PCbyG$Wa?+1Ptb&3f{@w}e{K`KI)xOa}QSwU4Q zQM&9U<=yUAhYlU=?CqaGir{+LhKHJ*l5!Dwi1*>cdno}_WV?fn8!>+q)=mgrFnR8Q ze;iAYlgTzW0E>^Vfs3wF|4k(#8cy7~#pQL-#={fZSU-WC)<;0-EvB)du;qk@qvd-D_-3t6r` z%@%vVgGMKs6;dm91OZsEV8P<)!Ea8P#;IPdeblV6$baPNeyaWY?w;7ce}8~?WrC#; z+)8EwdpES?sIM?LpOCz=LpK?`#yWgPrP900jcnO)&-6<#FkP0JY}H9J6yLb;akP4N z4i2x>QUPKaPTpf2)o*VH$`jzDWXfCfdB=3N)&nsKjPu_dJG)7!M||i8N{|Sq5b+OD zlB~n~6l|b_(dBC?9!CxdG=;8Z=$LD(+~rvjbQB`EYu@b3F-q~H`D*ufRGvGdsCm_W z`E@r3Ik#6Db|@71zH(-(S1WINrGNvOq^YT?0dd6UW&ME|R5rb8XJ}}+&P<^*X6t}$ zv)8N{LIe5o_3J*Bj|&P0y?OKI{_cP3+ycq6QI@UzMc9Pe+>NfXyzJ2vCZqsFC2z!e z?J*toODuQTW!P!Ksc}z;Q;Q$&*fOmD$i&kX=}-NXHor)P?d!_1RAu3LR#_L1Zs`Tf zjAkxR9WZ2wA8P>CQV>ZZm)S-RYO7#hSFzmo!~I@h0{wyljv7ZjLo?t-AruM~+(63{ z8XkU-G#`5DQaf6W4pl$041NwK@mXx!=0|W3y?$Utf zF*OzE6}Ss%Xtwgp zJbA5MqkSKNRWiZ7%4+@kBH~av;xcE$cWE}Zwnqs`T|lf4&c8g{!eZDb=aTM6Wv6yw zXJIm-Wr(9jRG!T-9T%6zKI`+NW<;NCYRpdJ6EMpodIhF;q{gjD7|b!Eh?)^%9JRj> zEK)m`pyn(d-X?O{#)Nl9(kgnr-s?={)yK^Jjv8SFyRl0`o%w$FZ%#j}~_E?ssRleS9z#RS(EorzumWRLglP zsz;T2z~2-nNW8|y?M?DX3M<(M#@GDs-|;hNMmISKIPCOkaMDE^7ekqKV*^$S_wNRk z2+(*5HLQ$^wY2V0nZ;p$UpT$xy_2-&85;IKvR&4v17ri7Thg%cg{zG7;&=X%_e@ti z6&5xEB5#fL@kJ>wUUcQMKF`SLTaTP11tVF0t2gJ!0u<7k!fZ)9#usUwAuH`&w@-b_Y)`)KaCl*Xe>zDVc4y1H6#3JZteWBi2U6714_ zf8oL6$4eSK4%&WRQGf155bG3r64(@t%Xa^(TY-{GH&sT4>K#tL3W4coidG%*{^$b^ zeaG))2oGWo|3WaKf)Qq>A8L}dXfLQmxoawN__3!lDyD?>yYI%asZ zXL{#&fDbnA96NSw==o?OF2C>8q|xc=>1(a6`DC4#Pt&`t7B^vt)-D-h_QeT3WmP&6 zS7p>36gb4ncAsa$>j;3AI5D8lO_B$<*n%=yz__$X-n_}Dxw*g3zDj0uFt_98l0VvB zW{afOVwuFMw2>K^nK^(u;0PUwB6B$z7@r#%8~=IRW*-<8=pi)7Fok$3HE#X^FgD5Z zlvrLa;5%opQ%Gdb`r6t#1c@^zR;^r_l$F&38e+D!^=KLc&-y}-A=pSi;n)v}3MaDM zxFO8}x7)Gf0JT%r;p-Y&%;$ZEk1~mORu-v>ca-$}c_;o-ugW>Iism|Rk9JW>U)i#n zcuyHGj^BRGKI84iGOrhH65EDScHY8;{c?V1&z7G^3}F_- zlTTB-8=)&qf&~(ESGwDs<*(c8x0m ze@H?ttJ9z=i3cAMwGJ$|T|<=xA-5P&3v|~W`oAolRI)Y|ZSSb6MS+I&% zHe&k~+7CH6eH{SCYV5Msg7yiz)y!-#qUd49e-D~#m8kKg$3ZjjoY`A z`2Z7#X9e#!OW~$g933xt2?k|lWwn;H4E>cZVN-b9V+x(QDH0_)6BZn+dbGrw*j^o@ zV6kCC2S>-+aQUU0ZC1}J%D(czeW~XAX)s6BIix^cFrl^3Q5V1NN#C*uZI~Xs$_?(( zE+D=LPB-eABS?QjNUJMj`isnMWu<^vfog!mDBdt`cM|B0U7^;aU7`cR%A`Ul#n%1( z1X9%oLK=`AQD$FmO@8baln(oVcZzv%Q(dR~y`NswT(x-6*G&&~`?hR|Uz-KcoH#yv zezbWIOC}tt`36tlI(P<54%M`G=^3E1ut$$H7cN{F$6NSWm>4Whw0=7uA0LpzE2-DM zRaUY~!0qOZ8^;QF)piFSpb*ht5^g{_xSk%^YnSW7-cnoN-#!G(E}HSQNChwPC;15i zDy67?m6mphnB9!?zLPI2bT-bOon%?>A234e5QptkoTJ|2xW=x>zkEwe{XVx&{om&& zZA1N+1PRIlT#hWzty8DZK*oY8c<}IH*E-EOLvb~?J2(`JMBONeAF61hRZ;rG>j|Z= zfXCQa{=jhfLV!wQ+AYwF;cAueEsH=Ob1y_{i-m21K>#sb9Ahl-G@@jTz5nk43)Lg5 zT8~hk0>~Y|z53c%#YGncn5+Hw#}t1nzHtMRiCU0{;t%vx0y_sI>+SHCgDjx7HCRyl zFTeQ?Xem@de=t>&ewSylz!6nIqWwA--&r}HCSd_^RVaGZSvSU{3_wFQPOxyHI$NN3(aCdi&O`5^AMn%`dUrIOpPh)As1N1lNtTy4>Xs=N1%l zx&LyZ_!u08=l^Vm*06(#`5 zzR}P^nW8dfN(m$M$s0KXP^`0$f5~w@2eb?sIc3Z8_vzg`?XCfH6R z2zWqr#hmMF5)CO?@La#3pvEp5fd_+4DWrkr2=YorS=nOdObKYQLRRgcKO2mUq|=n< zsLz-YDCkJvYa3&keSou&Ype_x`V6>>MXDbC`kH&4`*RYK<@}V5Jvi_1z;gh2U)-favWRJc83bdi1b; z6FpGeOG@FB)EOIR&h*T>U$0WCTuM}d%@gXsMvbv!k1(d&<>QAB*4EZA>kD+}&Q%^e z_IrK2uK&p%m7Mt+%Jfo1rX$XOOgFhywPMMmgfwkIl(8i0_U+qN1bUg?y~U(#Eogg2 zc6J$8V1d4W19K+Fqiqz~!6Z(CfDCUsnAf8usbOz%2%Qm_AzkzCE8*dSX{IOj&vb{k*(U}C0F7?ap({9T3FJUKz(qtu?{NdO1&g41XN?z$U@{Ceu%?>0 z8K68%^p=~LHZ+%AoHu$*bIh2D6Z7AFRcv*WMU<0@y7w@Y+vE4|Wib$V0x12NW+r4w z-8bm6Sq28(n(BW|^mi8^v-?Y02ocMV(Ws#V2#JX3q^qk7BB4vCz!IA_{x|O2*-w|l zOyWz3X)iCY$C;Vkxja?1wNE+ElL+2&mv7Rqlq)!Ryt(y!l@8UK1+~KLil~DZ-JG32 z^OW3wx|NP_ixKBVz=b06B+VubQZ^a-)>&#LO`hc8u7w6ZvS z1bik9LkA$zZZeZ3&`8NR^%Z^lb_j*?T6ie|uhFi(WbY=0U{YRQKad=RIT4HHN2640 z`1@A`yEE_-j1fsFH$FK{xS zqnIXG5_xyJ3C#!mFG;wKLj;xd*Sb}7L8w3Rn=n#G`w!iGB=kOPmc^4$`l_`k$oK5+bb(A zOI9T_BBo{?65B!iU{E`}pxp_9)ht zIceRyb?Yfzl^A;wdYITU{r_0Ll(Q#JcyZx|Bi&*>lpaYCd6mW5wGytS*xx!^dhR=$ zOI5?4m+Wb-t-X83JkFs#+tAvh8uv#2_WS3@LFhTWX#EuQlQnb@S$~1RWubq~>{Pts=yB_`^)7Ikv&dY9>7!@ai)(Z1gh{{vgeQST`h) z31pFox1?ocypi9QmX$sI@S$0Gxt8gnD$~kYEm;6j0D$*h>y&PEehoV#A~^1cEer3@53D098B%)}y)`piuGexz@%^*_6Fwu9W# z@~c6|b;F)eVdQYEa-Og;V-5#PGnWE{nU*7qVMTbOAzl_FzY47ck)5YpVxw!UxRv$}3wW(YbJywj27U82Ns$6a}NR zVVJY%C~VmM$;?Xub*zY@jCWPXK2!IPVBcWF>Zm-e#fNS+J!DY&AkZevm@kD(2=bz; z`g%|WP0nT~WOtzSASlaB4Hh@7UiPc@OPo7;QEC{k^k@UFmze(rS?Wrw zqq`3fN2nv|N|SjW)i{yQMvAPc*pXV;3r&ag!U+9`Clxx2UIDdXa73}YP!n|QE}M-0Bi5Z+XZPE&u>#fA_Xp7n(G3%zqZ)X|gq63w zsfVn#ZoSrNGxR(p??k~G`ww3+n<@jrm`tx;)yXyB&oHz8(H~rw!2Lkxv8N=Mc0--l z83!ju(E?ocy>zW}Z@&YV#)e*N)nL|Krca-zIBVB%lt!2?4@O0pOdj>#BBrBY*rmsh z8+V`mWA;8`9=Npq)!i+qy{s)QN7VG{+pk|WgNm5Qk3cUp&zOy3h&M#7%cg6?MlrBL zMJ0L&#Ig`PC0(^k;69(y5T816qKZ}}J7d*y&Fs^Njk&b#X-)L`tfx+&K9X>UCIZ;f zffg%CpOZ}vS6=5~ zU*uB$t^2O$-;CVVnhupBu@)!xQvTb8{f}}pMo_H+q=d1(J*%#^w)P!Db#zZ!cj9j@ zTyAcjg@DQ^#@La@R489iu097P&7p;46Y$he7yoX&GiJSQOY0ti06)EYVdgJ={Y{(a zlSIGgMd|U6kmDfpC}9Fo)EGjBMzZRg$_pppof^Jvw!OVFnxIBL;4A*mmX;QUu`?=2 zqmw61I>rM9!MQa5@{v~#tyLh_Pu*$ z2p@;~E;Ka!%IPTo`c;=qfch^W+F-ERqkSuSd$rtZRFv(Rw+Sf#x~kFo{?^*9V-APS zFZz{&=~H=S<-geh-zyrso@_DYUr|GU`|%@#u_y;p7eb>AJXh;&+ZMq~#7a-bXaXo? zva<4VtCRc0E_!t}dtl5|{_~onq2S~{k~3f~lTcH}akR~i=tTvua~58CKKSgk&2J2L zUCFa)3WW^pZ9Xh~QOG+6-Pz3s~osflY6GT3BpPr2u(=ARaxefos5UeR?O z!^jr5?}+C9S+8CDm{I&#;+9#$E;X8X1I|3+M03@n#P>O?R;^-PRrr5&{w=T!QNQor zEi|Zctkphu=8O@)4~Y=%L${ti^V3`qBNJBY&aA!**vTCSQi!Fyrg}v9TuK2YMkyTA z{6~&cQW|cmrpS!bXk4NZYRU{AoB>54Bm%TBy^BXq&c11X!hU&C{YBLqeOr1nHq=NR zHb5ONOH@+f^xK%8WbH(Ddx;7qARs{BpIyB|PX;Gz3eR`E{Qav}{s0ffm=MT+zag|} zKuxuX47WQvT5|hzQfHt>mj!XPRMgfEUKwMo@aoO$*I|i?+K>SAw{6?z>g;?27oFkf zbmeoIt2DRv96Nse7Xn#2kHa3rY}(#pzL&mIFB6aHE#K%h?FDBJs{pW5XVyL`e4)+> zuZk|MR*`z^$Bb@XdTfLuNAoQsw(@EYUYLoIEH4ZB2bxa*4>#9$rOlCF+UcQ7?I`pg z#T~$Gb}_ZN3FTt4rj@Rr{6b!lg~^Nja$4}!W@b9W>#?Lqc(D{277hd0V)Rto`O}QI za|3y5Mp|00eE7RBOe8%6>U98oG+4OM{l~!IJNH+h(Bhq@rbmWU?cB(9qtD}h#=F)< zS}&se2^Sin$^t!q4Yxnzz$BQ?AX{b%ape2==lm6N5Vx>7MS9(Wl`*Gy$wGq20$WER z0{-;r6QbvScQXW_gr?`^yt=poAkM2xu9}b%n1?z6qS38$XDZgAJ1gIh{5i|`k0zjv z`jMEa!=_9LAOaVG9e9mCyslt$v;2w7f-Vzv>dY1_DkwQ05U`J|`;;a?)cyi`X1e6| zmV*8i{&Og|xA*>|*&P(g|GI$AXD(mI1)EVq@AQlSq2ur9FUSS38tJ}$+tD=9TO{S? z_9ZU*Rl4=))Ja;KMPj{UV`JwnT6FNu-HWf{Q0P#)TU`!JJJ)+<~juY7a%rO0MW#wK#JHt<(K&*sx=O{<=X--Zr zDvSTY&a<4#KAZJ-nKQr+4@=**YNASe_pLUrFSu`Gh)3qSr;^q zaBNDb|8LM!fq4qIKJ9<*W1Af*&nFQ0d`aRXh7JwUO;Q1OR&a7it0{~-SK7)b%TWE^ z=uIY31c`YW-T-0~pz7T|?d?i;9R|BC-Y5~`6V?dXRTs~t0_{bFH;T%G*w7TrGLseP zyS(EK`AE=W9gN;x1BQ7Cz-loCHb0)}ZqZXgrS3-|bS5y+5+hDQA){TB?$v7#I!-aq z;LJkv8%(*H#XI++yB5=30@)XZ()Z(D$cH%+&t~`^uRKq6d49&u9^5Ha_a+sN-Dn+Y z$zuo^;-?-Rf4>6VqMe~8a;-g`b9~JVFOAzdf6@GDotBL{K4ILrzMWOS^nmxMLp9Ka zu;W9Z{k*2NX#hhtxW()v=!hTA98LE4dkXr)tHaNaUOC|ip%Zc7u@fiSg*Zs_<;BNi zDyHj*5n&q>{J5=8VESRzp$asp2=-Hf3T#C(32aeFK>*@(Ss}>gL$6xH7~?Q92;+K< zj=;&cODjNyo-&|#5ShS5j@Ow<7Hz}~2S;5f8t|l4zSeT3SOV&jH2vuXZ7 z2ZtWwS66tirMw$LUiLn6WDenrfO`D=`Ee<-YQ0$HIOE!yL|+Q&x9{I40q-cC>_Yve zZh4GA0)8SrV1Q!EP((ieA2$U3>xuA-hb+2JF-S%j+sB0%Jtg><)uRWNrV|q5N3(F= zTucF>sWG~`Ow2{Wz5-qhGB~f=3%;~d*RFpzuZd48>>rmvBwNSfIWuGD1iF;*S{}Ds zmY3yteO3siUiWVbR(I-x`sWGA-f?CyX{Q)SDh7N1k4HuoM2ser`OYTyiFRs0b|ES7Dvj^YYR^+Utoc0pJVQRGLt^ed$ z@|v<_GZPfI?9q^-9n{g)6_a#Rm-ISOxW3Nv%g!?db{vwPym`|fio8>|ZaNfiLXrVC z&u7v;6>SbtY&6)U^=b1b-{!@pxex;kvWR&i%F|>*ay9-kBeb=LKu5_S1Z8w_occBX zJ)?@h3jOHk!@wy}ThFG1rV{7~+0~Z4=~r{6fLI6_3h?wg>7vBER>TWJa)HhYTd=-} zKoP6;qk!)~r^qi9@E%tS5vn3K3O+;=ORP~EP$loLSqX8?cihA2ee&v6Z$b%*4^%Oc zS&mW<0w&fpR(NEKqYV+fJh!!Fk2tdb;|B$9L5hCL80+>?o&DadL4n2$9dLFS$z2lp z-h;aL)P&WC!2t&({`)hCVnTk3JcuIH7!DKHL-@y&Y0zUjWCviBktxGCX)*%`!ktKg zhAsR>SxXr+ zSZit7mOs3B&E~ww_QZFDhHWDbC!GAA5zxN|xvnR3(VxK_!NX?5^@+=XZceiN;k4Zi zMIF5k9<*eHPMmr&D6_){xc(MkE>l--KNa@n^{ZD#CMMi~uCdNC($bz{oDw;?kgE{E z?5jS{`jFs0$k*4mSXMkUijQ^_i9#_5RHOrnD}pXB8s4Z=$K?#EQf^wH%V4?s@X3>V zGq*8ZHKggU^Rj=}M^$|F!#89f`S);y!Q6j~iu`o#*Z%8St+&0Dh@i?C5@?P%IQiyo z-G#J_+G*Z!C8aKi(FHid&0$@tITMNf#GwF9_e_6jL{TR)Kk@~MlHx2<+CCqj?qWC+ zg9D8z^XGG;J1~bMP%^rC3mY4y*}K}dX>$xRn!-b<775BIBWH7X1ZgjzRv-mc*WaUw z$1fQum5AY5QvdPOr#sSv2vHodaowPc8V%16#C?axl%XI<*UQjmdk#)Z(2Hs>kICJ>BvMtKu~tbo(jat{tyi-TA- zJvlqOCuoESlz6SlOkqwDly@&MsRfzR8qpOO=b(T_X^Mp?POMQ!_#nVG;&P`>ojiFE zXj8=Pr9(6NUCT{u04Yf}9?nCPoUGMU%iCvAH{Nq{;&lHHg@tQumoG7LKEZD&5(OWw zK?j(^?xJ`MXn?Q(%q$(!n~B_c`ucmg>sfa-B|nN;_d)aCbb8Z+8EhoRAm`sJNV!CG+Hl-P7Z$ zB6yH;c39PZck9JnP6&5e!fN~Vy^t1sYW0GmiHcB%*eCTmbZ-5fn=r1Td*(3}zXhwQ z0@o82eb!U}Pe#}1>r=U(f}O%Grq{0zaZlmle1t-P`?+7Xz5btyydxwOF)(ufI*LTM z-{nu>(}Ql_Mqtm3lBF1YDI06lw}1begl|NVu}1a*eOlna1L?en53~S4S#&`o4WclI zc9a_7H#8S|6QH)0miimo?>|RV++LQ7Na4OiQVZAhH3MWcXNvlq`LoC#KA^BkOZTco zmKX|B$x+vt{6hRWnq%~-3Q< z&q`SnVi>dq*)Gx%-t5@q^SFV`V$ckgnN9?Ji5UBAcgbp%b#d~c-?g=UB416_H_*a^ zjiChb`V^wt?fyRmOKy2BvlU1s-T+yILlxK6)tQ0_6Vh*_q_g+%eN>XR+{g>Rh8Us^ z_KpApP66B^&G!g-^}?_>BTfjvlS#``5*ogJ2&sYDy!ay}WW#lNS(N3(nYT<>2q?R! zR)d6oYHvV5A37SLNz)6|rstx^AiIDHN=3N)kR z%;}AV0hCiS>59;)qt$I2qBL8?1#TaRzH~4>fQ+d7;JJ_-9ryR&yGX0Comk0fYVkR7 zg=f{Q-0h90ovtv5OAaGiD z^0QD-=KqE5x&fIbSw40Hm>{jQpKq0?0j3~^Gx(Jvm{ExS{_x-tzV@~sAM^v5Xy{q! zMOp<9^r1Lou!8DP5@NI4YTddv^o#(>o=7fTFzuQpD{-WXbN zhlL=QI);vB+4ucdu8bOGc>X!wXy7K}=?uaW5-y;2$eU9S2FwIOz`1ktS&_MNwJNh8 zqYTbGCTL?<*LEmzhcFj8Sa*;f*~Q7pX_>L{r&>3lnb90frGq);%R#R{??Q1Uz33`@QkFI^(nrd_B)6~S{zoPCJ>Pvmss#?>|VT+pu-?eks zu1~k#3-I@UWi$4o`StMF*y9uo(gOz`%CWYhh9efOn--{MU+g7|9bz|%XQk(xpVY*r z%7;C8aE`98@U`1?nQpX(Lg)}V>h1f@tWK`NdSWt>**H7Lwe2QF3zL{P(-O6}%m^v@ zwa7a$ePF;r44Yup24Vxd>+XK(VyQQ*Q%8q{#lj`^4|Ci!7}ADPvO}%++f|b~UyP$+ zR~E}TVzS~!LFJaaOW(;gxv4j;u^rnx>G%%6t#?+gT9`bLq56A4*UaMl(OE*TIpbFm zYch^!U4obhL5DMT#(PesX^^Tx#+?~JJF9Hj0a@I*RdP-!(3+!+jgW+ed`H1!r!{)-Fj<7uS~Ia8h6No5*Z$ zCAmqXsXPpNChFI>psrH4|BUi4^zL}}_hX0QzMUhVtTozGz4cLB<7;MVWJQxlu1--i zwQO=ni%qpnT526?h$mC5o=b;}wAjsPo1i!uqFSMNA&6UY>s`0oTbttv)tKAEOjGP!LxG#se6?wmChAV+3q<`zS%hk-npgug#$Fs`vu^JiscjBLtIovrti z6ZIF!li#-Imp&;dST(Yz@51aE^W|>`D(clYsR7L#Rtpzx4i%|u^1ETa&jSm zPcUIGE36(N*38MxO-796d8$qSkS@#L*DEmeiQeLBKa+Zg#5Y7S>g4y)p7#nW<5`Wi z-kZUaV42Ld`z(veoxMZTUX!3VkWbcrSolE;HY%N zj+3gvi7px|-Wl+GkMSNevih9WtL3Jw|r40n(96oa7ep>vim3voK9Xu7X z?bf?xq4T@m1Ok+R3>9Cv_mg0*yt}z!M_|H>KiWBGe;UZ&{uOgdgWGmjeYV*G`P<9) zyzibCbbZY9k+VAu`}vH$cTYf(-rJ6B^Yg*%Ie$HL@Af&AwRT#dAV8?_)V|Tq=_=qC0=-KV)FH4p>mf0egb;C+Fv%Mw!4U1S=D-T)o=4p`_M!@>ygOCDcwa zEvv(F=3%#O^G}+2lN{?y^z_!6o7Sva)paJrPcI#MhZ=^5vHG~5|BoFr@M=n?3Zcfl zw<+jVFTjFN9-5A;zZ4b?lh>^oZ`V6W?m4tct|j1(ii%3amfi0+ zZ~y+rr>V&`{?Q|QC#Pq5c_*oPjw79*GJ-%U<$%n5ad_gxkA}D!${sP^9;of11#PiC zFi>gBhR{bidG(7_ICdm!RN6l2+1^>XIsF||^O|R??xXjBczljf0T1*dLBXzzt)hRf z$z8gLU$6i|4dr}kX(=U4$c0s_S7*|`cJ9_~nct>>pYJ0_SJr+aZ5k`y*j#VMSws2} zk?>d)99aII*KqNtufH?@)7E>p7;mO0`Brf6x~mU(|6*pQ4zFVL#}mMKGQKi(x59jD z0)4wI@33!H&7fgFXD7%7WxP`}NMieA$0mK9SQ2d(LcuM-mvdjFlLqS74E2(}cx&FncJ_%VD~57C@Wy2h&5hZ^Y)JY{=pWFMwJ<7} zxl`2bVLFB2z9M^zjm^cocTa&z)xD)-mCBvaZ~VQNt|!bNY(JEeqI*(Lrdx;EbLPaZ zjEPkH3m`$>-iWt2wyDP`^CnxSbOT__fZC_yFq*M~_A_S39ZBTpJ3A^@ifRoZRYBjV z!L@^Ky`yYsPjP`gF&ZW*2dx;MB)p7C_Nx(+`#4(*~%a>iYWA zLnod;rO<;r>LtCi?B`G4G^;jiVfiawp2LZdFZcv#zL7mA0-eE-H6vI%7@=Fhi4)0J zmxjOmUPok;8b3DBU{oJEzVO?(PaHVVfnG57oo#uYD}a!4U?y;&FZu&4HVE!dtS0AR z3jqBzm%5LL620o4FEJkRUE)bq_&znWqr>k@ncv_lEk}DeY^hghc@0ECRpcXJ?1FlVRqZZ`wF5q|QD$V#}468*WjC3Wd@4w1z?n6=!B zQGuBUIGi;7w3g!ma;4?FYsi|pd0n){v^rfN# z)K(4kz-3+neGwiSDn*?aQg?MQYIUqw+j#u={wC#z^T*)voASTcfq2*fkI+z7f!$ENWH|zK#~Z<3D7*F{BoZdxqq6TbZ={M4 zPXeLc8OVJ{UIqdD8vrm&<_0Kc0)M232YVSP{(21@*m))jF3(e|m3dX2^3UygGO4^w{Q3@wabj z7#^m*coBB(nxUN87n8O4Z;wQa%M^CgpUNo1?(NXZ**vtg8@Ei&zgf3anPSkvAWzGo z6UUFAdp*CTq9U@53(FVYx2vJ;oVLfTz%{&m4Pl>(5m(HOjDs+8Fo{MI6QK7;Lm!o_ zZnZrW{eO?^LljgJ6?7WON`Qrc^OwO6G15E2YZjhw&GypEF&|)lJ?YuAxpiF<9Gy;3 zZZ}jFMLK_ZYkv9B(u)NJvZKB3YtP%C)Y*E^E(&#|Nn#cU0N;e1zq)NBnDH;!=RUe& zO{N7k;q9wuTt7W@!hiS5t6{oR<@=LD$E7aE%u@!gG(s9dl|&#G1Jj-r*S~-LdLYM| z%BN5N{%?xDtN)31_>nr+%lXDUsTZB+4IS`*ufCig!P|UWxkD70L=XZJ^TMwXr%cOl zBZl6A*B%<)U*J0;`RS}KCWbTH#QpC%6kANPemPVE5R;DAihBID$jHN>_h5v;(;d(i zwB||gmo}WQG}tgn`Iz6pDF;yQ-5z5;Yr)Xg(tt&R?IjcTe!l;IKd#<~!i8>8P%e`G zM=md%XzmF@Cp^43RC&H9{#@%bTSJ56te|l0e^+go{B|iRDH>}>Zeqyg>}_rj=fn9R zEg1O~yf=D0#&^d>;p|ZLYb?+cp?7A`Ug7;{%^j`A*%9Xd^s;ZdlP?NVs%`@hC*RHMgBJ@a({#| zh4Kf5dgP$;g~0A6C+CvknVFvx6WN3HW%3^l^WR6U-xC}zSh)FyiFG}E<2QBhv3Os%4 z%&M<1-xyP0Y?$=?`Eyp~svZFWfs-mURh5a6p4j@Ona%fJzkbcMY16cy=g%U6-1ij~ zNFEB$wlu=X*0z9#PSewQ9B#k0hK@UB^4NZ{_6No$;`t zu-Nqn!~8{yy3*T%Djx1ovhA#l(o$x|CGzG{D00R#(^KPP-@GhMnlG>X8h?FN8Z9u8 zRrZnKK|ZZi!4%2EntcUZIvE&9+k2Cen~ZDI@Gv~Hf?8QWW;AX zudUPN8c|N(WAo#ERh0^UC{XQcS`(*YYnv?X!@U*HjRhf#H(c45J7bYHQyr^Sm1?dP zV5He-m-;DiPl(&}U~sf*tiQ9fGt>I@krREndM{qQ5O*F+kew08om6DoYp-0FXh6nN zS}JeXQGOJcPZ>&oY~(C)>(;H?w{I&RIN+X@m8BdawLE*I-n6i|IHh4GDk4bH&@kLr zKu@>Z21`vVjvgx}MdmGBCXbn{j8@_C;Zc(#Z(B81GwgG=Q&--ldE|XHO=Z~kM4LCH zMjgJfqO(4QR_M#eL#hopA1dwaD@3+jXr!euT?C5#O<8%ORsrfn}-Y4ZEC1%!b>`^2t*jb|H^`V+6CLc;l`mRqc%^Lme zM89}f7j2V-W29MKqBNCS7D|1PY~3ntUY|_G8uy*vC~79(kZNwQ{yLfPLLZ*4%)T5Y zW#vk{;ErGe1A{0$C|2-2Og#pJT2qUDx^L2D`7VP035a^XJd|i&+L8I&`Qq_+&$lc~#?e z4p*t^eR%u!tw}I8FExWDb-1&N_I`98g~Ie2`6Mj`OQ0?plf=Tfe=_0Aj~|AU14RO= z4VtND#*bvSeS5WteHVsil)|@td%@zRONBogCf$GZ=$uXCes&sHoOb$YWtwWSU_kLZ zY{QsT*&!%}@Y+g>dqZPNh!Vrg^mOAq_c`O=y!OY0tLT_cj{W3T ziGHZkfc0fJ)UIIHSxF_avskjV$WOrDB|yxw8k?%>`O&3z-L+*V4Tu6N>DH~MV^t7y zjMF6k_#HL%PSJvlk;x>Zl4^Fh$!8rE5j5>|Yt<>uG>ceIw!LHz zXV`X>+r^*oUcn~LNqwui-|W@p1%*XL6=XaqCMq=Z`0No9C3#&!X(dB#!EUO`$`7%G zjjD3pW~QUD`(D(rCyi?B=;*Y5`*!BnR8Ly7FQ@Edp|?LIscOv>^%le6pTSsxIu;fd z6qQ9u|19*WmvxE^MMutXyO^&!@DAI&|0Wl=a_5Mc}Ra z`K`cwt%u~rfzV<}ypZ084uuUSK%{@zB7Vt)~(sqta#D%I``5HcrsRTY-&TMB?%D2DRC-- zDFPA_P35YAPLF+kw^1=)PjY_!*cd=x=~xJMEqQZ}N=fOCsvDIA`EUkU4LC9c-OrA4 zn=@xlv{qW2qLNaI+l*^foQ~FBhu()nZWZ6-41^w6zC3@1CfMhQSqp1v(U%R}t+3a= zTOPorDn>)NDoW{?Vbbu7X;Y%X9qedC>^rvI0TSS(EBw;&Z1p zzrFLQNHi$gb^6U>s&{;R{P;)@twzsHXSC7gtbf-8}TwQa*_%NPr52B8b4m76Qc!%O8tgA0LE5vL(U-ebS zska;EsPy0M_Atpv&2AYyA7Z2#nD7qhL@U)y!Pz+ryZYJp?`Nrs9pzyn`gs&Aq(W;q zVId(T@pHnf3xfh&-qmm~<}3-4&}!GT_8!(Wui;*QQKi#6RrOTntW~}Bs}yR+J0gOa zn3&G4F*`2i(A;g@`0~ZFe6I3r-u6tu%UtKr`0xpC-NhP$d}W`73*Wyljnl~lMle{C z#xNcc9$r6`Yu$PqX;Zr~kz01H)0UKTNzct=A>i+gE z#9zeJ1n*U~;_#iXxHj3gNUmn#hvrh;zkbUNCu{z7em?TLqM~9<{euS&_&79ghoEL) zSh}A5I_`oIW1GF zJZ03nCGV28jZMY9&4-7uKt*b~lbvQjUbDi;}fw|d^!`=Y_0iRtb%maqs zOL=XIB`IqBxMD@PEK-3%SZHYNRVwgnj_c&lf-NTlCV(xvJ!`qwKW^*kF*lwFp83U2 zEyobd9Hyd88!W1XH;LOu;*cy?=DKEcD@Q)nNHVO`X=kSNkFp5ryZ`v~gpQw_Mtix{;sQsy>q4;SB!0eGqnUN# zMbi|67W;?dV%ZaZ{3^gvRY^uC5qg|VY7?FzjHXyNOS)hO_==S=7XHOLU#89boh<{2Ixbx@2O|mcOk+1!2=RH$>8vb3INGuc}irTR`IakIOQJ;T)z?6;G7K@nB%(CiX{F-E#fjErL?-QG1o7FK1# zsr<@N>YAfRju0p-e*WuKZ*On%{McU_BP9wmw{q!YVWZ^p z-=st=8r5yuKKX=djodwR=1dCeJmkL<$g!%K_B~9iS3gGx?CSrLFD)ypqOBc>bZL;% z94;HcD>9Gbu9Zi*{q&gErguptlBU`@&UNZ9PG4Jv%^tYl?Q@yI9Llo%+N_I7Wf^v+ z9D;(S{lmi|z`7QkTeoiLs*V)~!n%L&o_iZFoAoZg*YY<1B#cJ27pi@3QT!CctidxGQ!%KxP{UH+SK{ z#H}^k@2cs!RGmYzKi}*!x&iM)>iF@SWzP;TI)k?@+BSjEbQk!B1sH>XUgXl9C{K$< zN+c&fo~w+!Pi{1S;X;<4`V?WLY7Z3EbweV{@(Gki2S8Xf z)R-^5y%yjDHX`kcp}e!G7)8w}hLIU5$EcU}_xB54zI^#EfYC;Qtp3aQy}hlQCY)kt zCfoL3|8Q35$H&J?F`B3oPJ|#nOX=%BMJPFSy z`RV1h9x$gCFnYOZQ<`P)PTO|*5Z9@3smDSF%TNPz?AzDaUKVnLjL;z%)4ZXqtV}9O zF^vAhUArpVQ9u?;WcZYf;S~yRa_Zh$WW$TiT!sL2W~jaF9ipw-c$!&V`Ql~EcJb@w zIOjW|^04@LcKzE6N0;|XuM^N!26|t?E*S&Nf5IDFOJ$m+9`Z)Xi?_%s8`IO%8I~_s z!GxQK`%Sa?i<(ErYNc_bSTHeZYx-LI;tT^LV+~-Wh|9R`F~51BKQ4(RSRLL!Jr+Xn z%+OfelDK^6C7q0Rv>%+T@Y|v6IHe#wHD^Jvtk7 zspT6jvj~&n!MdlsEDV6L;E%kFc{&-kRPa0qEUK7?v!Ve@T|6A+akrq)5sBnJfgDhxhKuZz)bu8@VJ*RcOxB`pa$M*t!p%jU3v~|g5$4NKRc|%JsGSNO7D8!uda*4okn8bd9lYM z?L;HJ13>CLvz*&m6CaGl6Sw*BbuN^?*q|ymR{SK^iWA@7b8fdi}A2Rmg(^73nv#dGHC~-EeIjz~1 z_V&)Yu41v~%F<_tw^Fh6Kv1OYavrlPYOuk)*#7)_^vS-9Y zVZ2^83CE!f7i{~FhQf2I*|>q2*q!??g%n{)IV=fZ`S}tyy-KQ?2K8F*HXU!k^=){J zVN$^T`10kMQP4#xyk8RGLTMZcBt(ymT_B_ZGDdxpkr)0(J8|7yik0RKM)qn1vABr` zsBw0ldAB=58TV+Mv;LCZx`uR{2&8pxc6N5!$mLa9nGSub*BF>NsY!;#ip@DL%uGz7 z_wKFa(?~o5m~QVi(O{XoW6vIqQ>RWj^n8uQbtvw+C73L`@9$S3QOSj!@Uyqw!!>8V zy2A?~z$nyCqCE@Dx1S73PWAzU3wE2nc;7Q1Ffc|p+p)=i3ziXu!u5Q?(zWe~K=!s9 zW&D*#7wAkCwRH zMU*(N*^ke6-}uGp>kQMR3zNg9wdZs1VAejF`0HQ7gHXL&J+6?kQYfBB-0jxUkQY~M z+80UiM~d5Ev6y!#Se)I@e{9-6dd3x_USNg}VU%#RbURl_Qm?h=O8l~qprGf!fPyQN2`Mb0D z$=;g#t<5`6pFYj1GncZxV3a=mxp^M_5|=VBeGpuhUv{*mdMN@5>e{VTq)~5F?^tjo zK7pVEPSEz)B%!%(mQPWYF`}2L@EvbC}v){^68^T>vQDk zuPROZ^y%lQ5Ha3om6gio%{fmN^z_NkSAW^cFqb!HH~q2P7ENz*Y&*lSnYFWk-7Q(; z$R-MFF)9*pm!AA!Y$$m%$J`g(`1P}ZofOQ+{N_;X+4fzyw-Qt@#cK6@b*o30@2io4 zVGL~A%PHCfBH{ZxWzX;%?rS#ZUCzgge6pvIe!r*khR4>?zoSsJ895T=gtJDJ>(TEG2b4|#{f6n#>^1+Mqz_;DItn!(w}3!NnE?|ROj*>wp8VfD6D^v=NmWPUsh5|7?Vh7T z_TB2J7UXv9*kMwa7#31Q?&7|8#hkT)s)$yfgJ*Jt5}!Ei%%PM}hWi?31a7Ds4tgv) z9H*5ghw5|eMBDj=$2?gT!lZpj8o>)sD|OxWpu;kzbNokfKm-CS{!R@DD5cIq=rQkp zGFo>nFUnFm9?<(6>NX5ScW$-RvpnW^hNJ6{uh0s^#>7>pafJ*HPoS?0Cq8{Uw_x+h zQ>RX%q$jmEHt2XCFYP!3?IOVV?OV4Ljvs&Dti6g{xRGsfLd#H=OLps;mT&Ds-5D`O zX+syzyt|toR$wD_{gnFDU=4dQ&NxQcu{uj$Is#!C$!zvSN_ z3yRd>d+k4(G$39OCG^>*BC&yDF87c1iqsJLz3ba5m70xG8zFL$+K&hGI=bZ zWdwB9bN?YP&R0H6pS7NwtJJx6URlJb3hEqNooUUQZ|&B->j8!Qg^fHNhuWV7NjRCH zzP3Jp{yyjO^@0Z$tzeZubm(%GqsEdYOQeq^@g@t{n zsi`S6r;G+4*rHxdiGyu(@6ptc=7_xI`dDtBT zt)>jSc&CrRFrD|0Z7M@DtV*{rs)|%N40Kv?dBM_$4Kg>PyH7-~%3R zZfVdHWnbUkNpTvr0H!Iaty)+U%y*_UVaFKmZNggv77!59)!oSwzjw*~O5J0ywmJ^JWrD z2?+pFA3@O+7Z^wV%p1G_ligx*@6n@3eAwXZ?!NjDFGUt3j^Og)@82Ik=6Ak9aM@u@ zsC`5f*jnQ^H&^*KXWDgzuhVl@AY37k<#4>))CrUbHK6b)06;5o5BW^L?0UJnaB#GUl~w4VNU` z7B?stTsGWMaSS-K5|bMHg5d8zima(xDma`9@DKwN5 zGQqcuw%&%c_+|MC^VMC(hju6yFR<_X9J@~U!a*ea#N-qdNBDaMaFyW9qY$|?FDFB6 zp&h-m7Nhr;{PlfJkt7mAMb^c^$`n&IKJAzCs3UyM7tCqh+m{uBT*XY2Br|ERDyV_UnEj}ou=-`sm44YeykmY32xH}*iOhVnz6LGs}l5z-J3F4@7|MX8r0|6uy;fYYCh6j!ApqV1j5&2f z@hGVzQJ#xiwYZB~G@eW9gOV5XnuqGxo8HE$!&aqIj&C-}2JNehjz#H=ol^!GVi!Oe zO+lYfo^Nk6lVwSB2|pRkFD54DGE{a<72x|f2P;|v$`z=U>2BWKz^fn5D!RJ5-k)%~ zaN*p~uW!K-1%!ZKX&q+~Awgwh&TD_sA<|#Td!{^doDr#XdRe@kSQ)MU` zU1|6ns_YY^wvAdbU7(U*+iIr9RwB0(jSBD0HHIp*4 zpEiBY8b!7Z5LK(8>AAdJvdmKTRM%O=bX|uAkm#p=W&d$*FG2Sn8`av=h{Aa`#3 z^ytvy#&_G~0wZx-pB+k4P9xoAUGcdV6$Q=BdPsZac;yUJ*fVOVRYPZ%I?I9m{VpE2 zTr19wwpNjMv7=nDq`AXHlu|^@c#|#<1nZSW*zhi4N_y&& zjzQs5!nT75cD5=WjG4IGbe8Mbmm6Ey((otmP=TDW=f|h!&6{U8Id(o^WOC9OFQCX! zS^kyQ!0k1uOj*nR*t+#?@5tp5Z%5<2;!051Imv0a{0!*A99FA2<>si)qN73KTqb8EMOKjXrZF$osM_ zdX|I|i`5h{Z+xi$G_96q(Zt(;#TJfDLL>-82#xz*8my@Iy>F`x#)_g`CZgo+J9o$i zH#&X&6I!?e4ads1@h^@a#7XQ4GN1R>a?_+ zoGOyQ@b?ENxdjE~iC}b};}{W;k)l3zilc_Ej8xzV3lB$R(!G82=Dj<2?vT<69KTo4!5MVUHJuegl`c)@czC42l4r*b z>XW?=)g*G#Tp^a15|tDH#sn0+V@H@DCl#uN8ipx?a7vZ|l}cq;yjb4KDj^6}*l>4U zMdxmS>I#s|yUu?-LP%|rH1Vv;VbaVf20lkyf}5gWv+?D5vH-~pf}P~k$xsILdy$zi zMv@&_#5A>dRg?ytJ9h0F%9x`HKSwfjH)8KFt&SByOww zHb<0VC53XSu&~%$>t4XVeM@-$Xg%A;)up{QWPsAbZz#mDv3E{mC?IDf%1&Yw0SW+? z3VHPC(V+1x=qKdNCyd`J#K2^WfFzg#&E4!CXkBSY6MFSO*Cx6&+;;g{`cqAotQAN#;?7+^I`mc;z zzkhFUc+$+xBUV%v##GqQq_wglP8;ZJ+}xVCOR3O!WK-ab{@k3SY3jA&5g zg#HGJGE=@sW?MybVu=Tnn9Kxiv4FG`)mc=!zDHe{Jb4;N-sOry8-^R<0-@kM? zhXh(D+B~%5@ACCnxe@9SpbJW80^yErx_BffCx-|rP(q#>1-qyc^oLPfe)tu5iR1G8 z*Yr2_atg!lxOl;lzEBKmeIl~7tOMPqy7XA~+Q%F^d^p9nLs4R=^suN4Djt!G1K+i* zb21;FTJOnEpHz7n-mfcm*CKlDLKO-51NDZAeLfGBKy{Ez1{FDHKdeqUS9S>HCstnd zJjQ)b!SZs8iKV?4(S{ER5mg0v0qRj0=AkP#?K8=yw_PNFP}Lr6lU2rc1d_#eRR#~L znRxbAC{5`XXkVm}@L8Ximh0&=XZQ+!K?JL!sR<3poZnoz~*iT z)Ip@_f{IOs@ds!|6k|I?MO6`XeK}EXsXwtn$o39}H$ZdBHTJT2d~9DyTOc4H$;)IE zaD-sMRe)i)?fSs&lDq(fBde>cOFRJ}|5NOHG-QlpzRadBrrF^os$p!kQnlS;UE?^cJ$g4obv#}Pc`rY1(! zU?KPp&k}N?G4#!Ax<=O4iNuZt!o3KFE8-0T>F)y>vO)~&jC=$@kT>`z;;kv-A`yk1 zCIMpG9~%XgAwTh82C8DUYQhc4zDZjrr9WqdDCoE;WDrtR*{DAJcb|Vw z{6UCI9|{VN(Nts0q3A_JJ#qm>3S}y@cc+cD^$=uDQnMJCgoTxeY2buFb|~K3T9)HkL**wRbX1-3k_a!@MUQH75CK~@K(q=Fl$6s%#3Ay#_tq1Y zu$UD?dB&{zaS{lDCs0Ei+IBLC7jcAk24GEEDoRY^78KxK{{sMZM19$lrbp}y+sOZP>UqHLNu*H;7K+tW}%r*VlxmS zicQj49Y{tEDc^SBJC!JE@b(oi4<;-arR|9Og59-1#apQ`Em^%7IdS4d1yB()avO2? z85H^Y*xHGIg&Z0O9YzMOzHm^17n{BTO&-N+Py(t;MkF~g!4seL9NraXS~x0>lSI`5 zSo+>!EYUMa_Y8nk=SEy5`WE)jqn&5EH<6G6y&=s+c-djV7P2WstXd9;oGZ;U%*Ey) z7&Th`#dDQRB(1G^+}(jrfR|X^h94(#7TB~Id)Lt5}bWqbw0? z9|#0^nLN3dMIgM))rit&)3=4xO{;OikJ?=RNl<(P?Gr(VxLA*k5`Bwd9}C35!t zO5(*Smn4&6(OCO~PHI{(!eYbPjSqW=GB9&9ndTDd)0;3PCs2)Id-w|(+{Q|hob1ov zxXGxuF`X2a&|OYdZ9)OR#<20`hqFYzZhFeW#TBVukho40euERTdal31nx;T=S*+3Z zN%qrq{ID8TZ&%>Hi;1{g>mHqx78Y@9dDZ{W)6>hI9`90ZKpK6HYI}#6SdB@g#=+ex zD^;0yBPAh~FmKop1-(YIKH_hst0>27DG!z~aBe8sOT$IMcab%19~{L=h%JA_;i~pz zY+54n*XO$BCMHhz@jWMYDNYxlP1P?duZH)HwOkPushwawu68V&S{-}^Ixk@WQ2UaU zrZR)o*8%jI>O`l&KY6Vpd5 zoT%IAqf*}86w%*rr4lKB5bLsvs6uOMwTV@f7>Y3`;iN?EL3FDIXP698{e%{x6Ct2u zwbK%JTPNSEc(o>-|9s?;)tMz2$1&K@dVMxvGGNK>xpFwNsl;B!(|>n2NYk| zu^W%;*#7K>Eo2)~XdbiEP7%Y!6S3U zsMdDbQs4v3?(yRZ z7RN3vV!aarIj-=Pp2G1f*Deu?6G;*J5mvGavg0O zzzMb#6$(B90m;t4tVx#9gg8&UVv~k%5P3@n?B9WcC=T4CM66qg2{F}s6C)C?Ro_v} z9Yu+q|C)+26T-vvE0&dwdxEPWkTJ4^t;W31(H$=W^h;uS?8tuRZNr8`^fw+lfoE-?ue)s~L zXujd7ZS2E`OjNbtUn#^TgIC!Fk-iKM(Zm0lp9=g)$Zz;#&TQ~#T?{Uw8quF{mrPM^ zuiBmhgNQbCyR1Nc&W|1i!hYq>OlKC46(TRVkOLiN|x)rn3p z#T2NlY-Fm1m|DE0?Wjt^%}LP9Jrv$ zXhVgCJs}nqCxI}emVsfMt6bzP{N!+#5bX!PAe9%Vk3!b&0w^v=wMPU76b8lRGemK~ ziezGAiv?tWT6`FW;W7eOC0)kP4SfGVyiO4L370ViY%>m-0H|CH%0Xo9=oqG34NM4} z{G4ETNpr<4@jwh3ATKK6GA1kEgetF3ICX{0J#J3*CQub2=p6WS0;EXC0=BgbAs>m?B{TR6DNi+F zFejo1EH`vhKROe9c{QFNV|Ph@A8bTo@26{on%dqleY(lhp4LUyERmr=xbHx91in@2 zcNGpj{2YdbHRD$$Nu~p8kq8{1F0kgoF0F(VHB@gJ-_h!)m&zNellR$C3OQCY$~6Q`{KwJpxzjrt{p5UCxg zH4uA2Qw7+z7BUa_G^lw=j65RF6qG301BE>GFVBYnDycwsB&7%G7iemEeO5@vA)BO& znd#A7$5tOTvMNbOk2hHhSRgQ){3wUPjEGuDCDA5T(f+__@S4~(QRoHs_F(7djFMvq zh-ypRwqRNi;pFgCM>E_|s!9XigRqPv!hmJ=urIoi2)F^2D?_?bnx-J2lFoz$QpoxNqV8&PXs*J7AQ};H97ba@*8fE`I6n7zLfcO4Jk(pt2pXj*CSaru1=K-R z*G1X_G@U;;G-x4KrI5A~tVKCk^P;uW6EV9X2p6?etn(KvKzS(Z2r@Z^w0$(B$^xP1 zes&qvK|sAvr<`8OK3?Y3C$wn#@^2Q6(458o5^p>F{>oy;c=L`5{Inlcy^^u~J0!|> z#TE*XMFp0545EqpA;HG!+v98tpMJ+4-(jZ}?R?qgdq-iTmsLmyS>AqUZo&G`CZ~p7w{pf6;>khhkPsV&oLd)JIxS*9JYzpg< zWT}ery4kGSODMJ6W1i$zEf zBQDb2N%-&zm4B}O&^6#O*#}jHGTf`blwn_dZZM2o?4Ey3F7q% zZI)JHp`U;NFo+1O&`=G2 z1@Hhr;)_chhQ7SIBqI^m$qPi@0cyA(dZ;Ff7!5x=cJU4OHfa&~MWi9HfS|23#(7cb zg7zI49x{p-O~gaLfX!?eBPCE^*Um{ez8)z+^>|qLl+-mdUJno%-{{9ZFS{6W;aq;bAsDCE}ky- zf9!Cin4NGN_JLOqs?CW)VWv5 z>x*nbxiBoZ=3`OO1KV+v>$7vJdiYY+&7tl(B{*zKL9%w4HNQA>gL4PE?(U*{hnzw zG8Ttya_zsGZG%ucZTp!CIy>9@IWGd1$5Z~n5`u)x^rib!quVqc|km8ie}J;mb}ZfYJ$ z#T4?koNHG|;>as{$*`IJSbzUQ{?$49>-$ZnB+binAYfqMK5e-OCAo--ZaSY!VSjMn z_t{5}$JWf5A3f&^gydbW;oQEx=!?}OHhPR{3F%&9U$>^aP`X6XL@~PVe9KYNWJ$jM ze8K+pp8tGJ{lEJNOzO)&wpw?9lTkQz>Y15n0H7p_t97U-{MnY%pDxdvD}f~soDnI2 zve6q%%z!4Qrd^G_ZEX=~^zDEELVTCRobteXc5|sSF7RDPdi!1!Y^oq`FyLR}Muba1 z0VFWk-_7}gQ0PLTmh?2HD}np11Tkt?AuDDKHVCd0;fbyE+fyES&Mmt0_1iZ>C=mKN zSAj^D*uU}mGf-KkkRw=x7JF6M( zg7Qb2y`rO{%ISNz4|0nWV3?ut048V=1WjmoL1(dPIhso#MR%K&QK6+)HA z>gDQ!?#^iS)jFG0$4Q02+u59(YmxO+>VeYlD=x*&lNx$(et_{UKx|LekWa3CJdlj@>T`D&uta3T!i753e?Xame!6p5!w9 z2R9gRaC91PsLwJ>s#9n&kl8%+oN&9O?v2q%vaM24>j0tPlmCUzgZ%xHgO`c)EfahO zO?wy}WBzP2&Axvh9o@YWx7Qk+OyJ>>I1xpSGAy{XPC@@-S@87G_9o}SV$#pNRzNof zymd4>13$Y2pnHd`1*91=&dJI3taK{{fo)ct{w^5Obz_A=$_dy>z*?I5!=(9A8??Biki;We8EacZRBi+j0{b0_&}mS zCE^t-ljimh)Zb&if-w_vkkB-sDPR|jh>VOBPh(`4)CSG4Eo^q=3ERR~iV`T@L8wXE zOKb4FPl)esq1-GO&^Je5icC#a1+O(x*8txLyoR;ze_1|WxDEVDN)UBiv(r@6)Ck=| z`cpRUW~R@Qdy0a-$W!9ZfI4`;H)q14rzum-n_X@1;jr(1*EHXN_k=+2vTiM(^79>|F zLM1o)$GR`fzA)dzmkfxTsVh9dLTDBeQ1UKbnp-qqMMZ^peH9e$FU#NEWsk&shCEh}2dZI%m+Ck)g#pY|Rag77 zg&pMFw#@|IW}E@CbN0h|iwr^y+Iu=IO$QT;4Ub*&+j%Wvjsy-R;NG!A0mR2HR8i=k zR)xM{)FTElbWQmaCzz1673fyT7Lk$pnaHCCVMaSdc2p5KhKG0v<{Cs)C+XPq({t76 zlca-94C^U*M%w~5hjS30rKP36a{mskxvMb$r2CYVS6C!P-CVOz(YAc;dCLRPGDwd_ z-Oky+{KSLh)P8Bvrc&aifMn>;HoMMRvR*O0UZ||05#^5V5b&%JU5L(|t+v^@<UzU6xM}`bd&MZZ9V$#H45bESrEJf%%@4IKiIHipZBd*MGaZ2L&J*^JvZ`fwP z^?kRPSAghl$g@P@gLCkLtLUvs^&#QD?gjmp z2RK#%%d6|z*`<)Go>1}#N1Ex@VHPjHEW|NM4x~T1?kB(X%+>C_EMU%Pts z5!)h){#*v$Negm_56X3-c_fA4G1!$=RKk=*A}aT#ru*Lz6Wc3yW#jYBhQ|_E)n1&4 zYvRXs9%G^FBe}9$byn^m2Tj4TR|=6m4z68Nh~gdYHf=^#Dlt-fh6FhvFS|MeKVv8y z890;4t-{8~#|I}9oOk?w{}@b`j&XX3BJRiZlMY-<)=yq8=jYF#{?T&|MR3)fmlN*j zaWDaXBd!5JwyjjrfY{G2z(n>S6%L@czXr!Y2)Mbq5sn*Ya1D140z7iTbcO@F2zzei zq@vgNkT!ZO}lGfz>Q$`WTLvd+5`v65I+<&_w0$wvrGI_9?I0xWMd`7T2da5)lHEz zr4S6zi0~na53XT{#`8CzD}_Us3(oE%;SnS(;de3B! zW@5dnXlYGk1`F)msQ}X4E|p&HerleYtx=CFN@-pf5;Lr>`@#L=5Mz!fD25$8JWBfd zEgB71E??f47JLE$*LpW=+t5yWK=BBWc*XB@Ir~#;%n)zbwlM#PirJ1HQF$gv0{7e7+Z`j8pjnbC?jmw{cB*LD@<$x;Q1ce8X#f7=eEj z?jBW~6yY5T-##}luME0Q%AmOuT?K_EIrfK~lYl;CT*}PQnSKrTVBmWW$g~>>obd(- zrTc=A2@>nfGI~-QAba7^nN+jK=-G$^wMdJMJdPIIQl!ENT3kkFpwZu#%x!zz=+`~) z&G+9`fdi``>E;^e=H(qA+XrsRQR^+F;h_1AXOiqps>nNWm2Z2jbe75{}V>#Z#VxF(t|Iro6@fX z&xvt{v6p0FkiMV9tGM5xhi#GWU;AkPlw$kaJ^wi!_+Ng6fAMnv3kahB%Y4&6zZ{`N zDHN6m595^{CW;;P9x^XW6W4Xr&OYPlWZ__MQ&`tzthx`sLTIEGk-rNlA8zcV+~YJF z4Q7bWbsbQ1xzK+&)-FzD4=T94UpxNGQSYBK$}bkKrQ|W8oQA1PZ144`*B(|ntL<-r zW&h}TdI_4IfTU-OGv1q^drMo;-n+|YT83GL=`mZ_D>e&9^&9gTYwGMvd0qC95v2^8ZyTBTaH(;5GVZ;bu@#RtRmec*U@UaVJojNtCbkO`hawTKQK+ z<{mziA+(|3G_C!JyY9w^ULUU9l6b9dr~WDfZsENo-0|K%+BjPa{5g_du(oCE_QI1~ z5@I^cRm_IR=)c>N^=?aVzdz6k+9MvZg&fRwYS)RCNLKZ>&6<2^&(;)1dmgVSf8ZXc z@sWa6885zh7)tGu1>*ojMF1SWb~7sIzcLNd8V}^ZnUUAMetD-=MZP%eh1x-zWIoLs zIeWkV`lbAC$5hflu;CG5og?~J4JCIySWTzL`!mUBFN-gVYBk_1_AGm<86C!I{fI5! zTKdijmE^SJglV1~Y2XdA6b?Q+XtJvAb@%#&n?gR1+2{kX3OfB;|DybVGCKSRdm;A& z_(6PvB@L9Lw|^M}VD!acjIcv+twlY#GXO3AA*} zWGPO}5Z`~}+BM>L+7>pu0z8&*B=iTMJ5_@;EQ4etwhdrOe>P$}pip+rWm1=H0b$|4 z^UQTfi_uH@Umk#o2u*Uv*%LTwupMV!siH9e>dbQhG16C`+i_9X`R7qI-AaR%AuR_u zk88r_*KB7Gr4!g{9**mZhAe72Gd%^Dv>#`kS*qh`_S8s23Qpc2y$0m47o7bByQrXf zQ$|%%3B1kEaF7Hsqd+CJ>$Oa(v&~;F*3RfQc7=FH`m$$hboZHj7In#|aQ%}u8@Q=p zR*M2fT9esKDihMzOKiWScZA9UiiOas#8#$s+5?^V;LN7pw#7t8E5dU1sb}fzEJZHj zNN_#?(+V>)^H!?RvTsJCTHssJ|FO%soUvL3jl826CZsoy-G# zjS=|c1qr$xl|mt6B4k)d(ZMNA**(PYGU|#F2YT&9Q%TyzI>R2_%*;=zFE5=3c5@p& zLw|}tsI$pb!zh4OYoN%oi-{pdDl{fW23{c}b4CV+fks#U;oR6<@zGvqIrcT=^_RW` z{xe#B_x-FaLA_PFlGGJAXNmUw`PY~p?7E%v;DjQN|p=T>Tr|>U_lBe#Ej~07V{Y(}zZx9eBLc zP0P)$x2f*`Hny(=No^nB6g&II{|S1UX&9&3^nLmt2Ga{3u~BjehgY9%pZ0a(yAMJ7 zV*fF|pR(+V|CGHq;D1&Ln^jl;_Ug7fU2gi1#krx`ePA}rKK(he?|*(bc^Qbfgx#KN zD6Y#3mQZr9f1A%TkAXMu4oYZ$wmI%^&j(WaO?S&t#za`Rm#&xp6Xp4DP&4k(O`ACI z_udcP1e?Ee{;*-reCQKoV85)wCzx05;=y!sChF_ghlnf=7pNV?Pw8Cls?B&3KHGChY@9%Af2OQNJ`DOaj zr}zRH%zpRpHD^g)ax~0_4c?rpMD5G_b(?&Ky~XYBm8QRV0dmd`J>FVHj<+ICTKF4{ znuxF+c#`PByS*waD{-X6n?W1!*cR!nYv~7QtEiw3kB*J?;e;`z1FfDJ=rEDkPilrX zj!$Rjj3w9CYl66^g@?cE=F02)VV$0QDt{r)mm-mXoQ8oD2#B1Njl|>~ib9XHrl7U1 zOzEV=){cnhq+KF9E)MEiwv5wqN`GHuY^;i`?DD>E6kZ&SDTSbp9~(Y&n)fVkuGMEu zt?<|HdKk1b(_LlQf-D5MvpzkYu(iY&4wAfEUaxRV#A3oNJn5Qxav1j7OZt2l(Vz5d-A%_Flnm0G7?gTE)tp|8Ya+(#e-@v8%z+S zdyB}I?#Doi5yBV(CVU(?%c;q}!JHflk2(tu&j?U57e@L(ER$1l5uJ^JFB}IxY!@;5 z#A;rbND_THaYDl~LM_K>Wub+I(xgj69H#+u(tGA%@W9-2b`0e*QxfKmzP~n}<8JNO z!|!(jEM3*>YfI^uYR<`ic4qFmBg^vTWo3&6T=(>JSLn z^l7rk8kF`YtWRzjs}W<&7i3zwQa&PqG|iB7`SIgN@dPUr< zN-%QBFS}|@4}Qb3qMJ!41{(kT@ed4;CnW7)Xxzt2d_Yc%0Ig_R_WUS000%iZ6vvxD zcRJyXrgCz027IsN_&J6ZD==0ca%=#Me&iHX(xAgh?7$A6FGi3f<EWeZ`GR=#H2d)qu8LKe@9K8ytDRQ*3tn{)xwMp%R21#{z z>3VHNKk@p-IlecA#E^$Y3zJT;^S~_(nJ}B^HH`Rl{6e4;yc?7jEuziBxmftcDiR%6 zGkpcW(pRYEnMIrNtLn0$}u1!%xw@hd~cX!j2>5VA};BuCvAGj`QD-4 z-m9~5TzWkWW8}CcfI4ET%g7jyDN`cWB@_*Cp@+efbljU9+Y487C)(x62{xXrd!EA+ zKs`PF2c^&2OZ(pUUljFVL@#0=A4lsj5nH37LX&m^(%Z$0XxO2n94D5PV4v zpTXLL#HfrD9uMd6Qr3R8PR9wwV>9D-Pp!WWBNJNqh&ZyomA^QwLT{2d13EuvXQHAb zh>uv=NoOb~WqQCbmkXO7%}`HBGa)oj(jfx(Cs`9PsF!qfy{$vfdP|^{+nt?gAOQ+I z4#WKe<kQNd)ujUih+rst6Aknry=&Be_U#t)Sq&^p3GK^qIgUPdeOGjg6x?qY@Jpy_3xw zL`lR8S~Zt651|(oy;F8jBf8K{PyvwdgOl=b{OLh>vdL_>O~az|0OGQdGC3!SKmGe^ zY~%N>*3|K+Mw}iKf++%!@BC1W19~LTvPW6~$TGsAGei;belxz4;;I0~1}81{J@(aZ zo=BdUr|)7Ws`VsAzp+51BVu%Pd(eeLP>D(84MRmhx&qM^QH6izKm@HZCG8b>yXZYs zbDL;r-i2<-x*mI-^KY3u8`FiAo?Vi9=kiel?c}I3$&nc+$~D@Ca&2ENa-d=nZqFAS z!g-130Nhav_!S!tI=`z;G4&(cn&{C)$_Lj>o*J(WZJ0+1(;r&Vri?Cea`ZI$_XnWJ z-5ZF$gw(xzd!r>kSYFa5D6u`yXhn&gKxD6E`c%!t1kw=Nwuv-P;uH+~=>0Xu@hgv1 zTpmZi<8NgQiHK1K=Gr?0`8?Bj>!}ASdros1cY_91vNVBwPjd{0(g@oSG2VJNG zOSlH!RdRXJgNPpDQfDdBoQ+XneD^Xr|y2$Q(D^hU*r* zudEz4aG(X|?g2ukiOys0QQ@fk# zV~gUT0)+>ch+U3nrjJN9KWaT^P9(X4{T1_ttb; z)kw(3n^U3jQz!oZsBx*OpTs8Uj}p48T^RcaQ|81gOZ5!9Pc$@KDvBq%uIk%mSt6YZ zH*g-Wm}{wHKq~=tqL}XG)Nzt4l4I}7pCj{G-bdKHE2PJa{egK*3JYn=V_ zAIHB|c$gwE2o>(4k~3k2B;yk0;aD_XZZ7>d(yf;KE6 zrsh%($nsN9pH>z>m5gwZT=o6=;!VXneZ}YfDF)VMAwh-JvdiVRR5rO{A&2-o-^%Xh zA_iX@s_UHjk{t$xcwD~=aBGSt>3#nYvPqdEF_tQ4g;MTpH#gYDaYT4QrSYqxFJFGz zSZ&+7R%b)WGsMDiwM*Q7J+$=&`zR>A`ezih>hkRDY_VPhb#N|NkS|%h_qdS9N~2eJ zf5#6)nK?8a9{(zt-lMa@HsWhjzNA+&6r@C&86y&jpKVV`|MH1YyjSvs6Lt8G3Lm{! z+$%pEZA-oBJCLlb6~9GPRS1AK3k| zfE0e)-)R|M{Q7KZW#zD9#R?_N%x~kPK3j>0deX>kZO+FWb6^2Z;s_Im}b0T4VSvDlfs^Z0)ZpZLFSCb_EiVGGW z6(g+Iu3ZzJ%9=Z$KNL(oTxu*MiI2vt{q%JD$YPXc2GuK5VvTiJ4}e1dH@Ua^eV0z1 zzH2op<8(wNwClsIwi^Kzg@=sh8rboh_>W*Ncn@UKb_s$K_58i)3m` zdKGIb7coW1e4G_yAg-(%>DjN}vdXb3lgHd#GD5^as?z&TBw9jj zCMug>-EJ1eFFJxtM$J{Tg^8Ll{(rG-*GyC_wZ5iHQRdNq2*(k62NNz#u%;nuLeVdw z9^A^5e8I7`Cm#NLYX6=OzdS_oBs-J4C!B|b;F+LMcTXc=HHEPlj5N%f>k$~^9w+2! zt|w%F4fvAa+b2Eg+_F6*Qp(y0trMcn`1trAD$yc!5v7Juc8i4ncGp)!Q3#1N_Wa_~ zVN=Bp5@F$kEDBwRkhjtQ-28m`p$?OQLWjq==21;yLl1uI7NDGAl(;v(-Yhud`dHtLH<73#y_BS%yzPmuNR>YDk*Z7u!9s0)LK` zi2Bs<@fr=ap$kKE^78O~%d0&ptRWdBAP{Iw4NtA6I_4Qzp(vABUK} znY$MFFg7t!3!?*+uH9DhScE~RX7g5cAvUI%-u2wYxplFxk53_8U0sf%?G(K|4nlqv zeB#79Q0Nk3D4?rw3*x!Pn!~ zi#nRCBGAq@ZQF982l+H?%8=pN3T&SOng(Eyu>3gssb!arOmzN)XQx2mtCw_2N=bQn zr7p9;*~tHvWV_q_1?V}2(2*|LmGN3(d$SZRv{>yW;zVo9*Vg&KHKOr6efqTCf__{3 zFTa>l(V5%tdVCW_r56Xyu+rX9Z1bqxUBfRHQ?k76XuifroCS(81$@6b)xb7)ON+~w z?|s_u_C=mZgcihtP;@hRAY5_~O@6xa^G~X0SKjefI+=CY=m=d#2N|UZE`w{Y<1G^$ z_i7vA<{PW?ir`3=76`~xqdiZ)@$!t86o z(K;ZMc?=_YVRpYeyZsD(IEyGRXuBMDro&^)bh?q zGcNzUW<$@`_2XVG%u5g!eVhZaxrQz;Q7}`?^q=3p!4Ow{t^cXG^~3C}@V=d3iunNWZ9NgcSkZPdzCP2Lu~| z(w!|jb3#BD)MDZi+{B2Wp6O??wCN@nsI{ha%qK-bU8g4^3=*gazfcU^7p$~%dknxN zd@o=s&gE}wXufj!vS`eOYk-(uznJ<#xuDN%2G9R4#l!1~FwQc_{VmKQJYZGgxyrBD zA@hmEjw^vMkz{fAtea82<-{st7Ra!dZhialWB;8y z6Y+eP@7?=;uL0w$Lrx`A6gT<#a0QfH#BU zE|1%ss>1lRdwRMNH0Og{DX*-ZhEG=O;D$3`{rdGuv|@blF>Sj^!kkAcU&&5wd;Yi& zPutta$7JQo0i5wCZ08|MJ@Y$9(m`B-sIlAsPAkUCFSzyBoE+ zYH~_S(k60p{rd-yR?RNVXW^DfoOK0_|KO1$y+T6zNVMM-(e0=OPI*EP&B&fCV1+U5 z&=bldNpbihDmHT~tM2Ru1Yh(0_;GdEp^GYAD;uHy z8`iHs5)yKlZy|R4QSWE+KMR@u+4|*mZ{zx#P8`LQz0G4RaeZ~&M!a^< zDQ|i_N=GLf8!@}}>wU++-4Q*jgCah;O1*oljUTTFig@qQqXU;Njif}Cn8+pJbHR#M z-ywGc`WuO6M;qe@T|GV1fkA3|dPp=sXW(FMv#?rG?dRjXypC)ToM%&8TkB!2ZhvdQ z(BRHiaXqHRblYTyMv?z{lbQ#V@7l-QuhdQCux25#D?FaCwbLOxokecl>s? zA|fVcrEJ?P-X9mng!MUh`Eqw;<4s%PQK z5=%fVbxuD4Wh`zhLjJnGcf)<{*B$hZ$Mt8wk{+mh^sLnod>gfi!ZLmJdVqe*(`Nb6 zOdvmQiyf91=joND&e*Y@w{IKrd$e(6+uhpSkg~IOAXKmiH|67_ScJHfF}AP%{a}Jy z2e*|6cXait&67)5rmL&_1Xzxll{(KCG?_(UQd0&7CHFUxTTP5IH%I0^eZQ(Dm>V;^ z;Vkr-fm~aYe@Y#h7)G;sR8{&aCIRZ|RzrhbE}EYV3lrNOo~66FsmEVbeu{Mm+Jfc9 z2hCZk#_^aQTQY|OFh#B%aA^#XS72)D1gf%tdCqf(2Ai9|uc?`dsQKKVhOg;Kwrj7Q zUeM?LGapzy=E8g8G)k z=4QL4mI=i!@s>d+PKdoCF*v@oAG#tPL03@WySL4X4r}kQczF;_f(LV2X&Z3 z!*u`d-F>1_5y;fNXU~qQ^zB;(4=^z5(^{LT8Kp$bu&=`(ZZuU@v}mn*S3N7dIq9H-()Xpw-dD8w$UkbhLgz2^Qps#LKF4TynH`?b?O+w#=Kf zok98GhSRZMET}m%Ek-@Y>i&o2e_v9b6%i+n778b1GxLH=k1otlsG{azE5nQq9XhO7 zyLQ@sRib#-lne9cPMg;G*YDp)xz!uqrk#Qw6Kg9pcwJoA#4ygk$>gs)PB|}Kv}hW( z%Q1W`-qL)A7dIV!_;2E&hv0)DmQsx5!#yRfHL6olTYFHe!_&N{!`Aet&#%sXu5;PTF+y@r#`E z%!UR(PwgJbIbXkF12Bp#!GoLPt30+dN$V~VR5&<=>TmB#L2K&Zpbi+88UFCe6FH{Q zGa#lsY2;LOb(JVa?}{jm_t2JfR`;BZjU6*vanzUQs)p#kUIpc8(nReYJ9em!8YRyW z+^OGNNl8^(TMm1J9d#e&Nft;xlc~_KXekFk_xAViAfNnQBg*jNwZJKwE=~! zt0bqa{JYXX(<>`Z0d%j~?o z<(S6XB-u%^v?>55FFG+%1~o=U%cTPz=H#?@b#--ecDCQ+Dj&6b>-Ozlr%v?_D(&nk z*pUp{Rd3*9N%2lw5Lpk3iB5E-_M^v>QNZWCA|utP;XQ$`BF>+eCNrC&f|7EN83G%d zho6wWgTsDCaI_12OP-G>!Hhoj`BY?)O4ryg-jR7F!2#H;+PuA`Sfzw#nq6FX1~&GK zFv`e;ySe&Z4#$zBNB8q{MDk=A-WXsxreFu!5qut*y)G!|mJ!sneWZfC{rdGXnA5&a zck2(P|K!DsJWha`bQ@p`Kj=d>ef>VDjKuC;n%K!NOG?_D51-84K8PC$*&uY{9%Vu| zo6y^KiG23cV))>}cE5H9Pg{AR_U6gCCns-9Q*T*td`#EM(nA)}_Q!ua?m0Je)vAH= z@|YQgu-oz@0}tlr1=qeEuIa~89baGH)imUvukbsq?CezGtoM7zZy&CsEW1WW85*!Z z7lG6>NIi-{_wMcX&EM0$%eb=AF?ccP_yCrg;fpg@WiT-*GADmhSQ=DjQ-`=3;+TgQVN4f7;$(NeE^0bx} zt5zKi5AR0{Lj^gFmQDkoI}w~Q zh)SwdxRlPnw)D>KQ`FyU_jKgi4&c4rbSiHne>=2e2aa~%nq(VAUX2CwBw`L$-SzvT zMRC?vOO~jlrleQ`3jXsQ1YLQ;X3bL}AqsQqPxf;0C3f=Jac;Vwe`1QJ&gS>`PJBw( z@r4B}_ntmIN+^6dF=XN%Juco63OtTTpr>bhNRiP2J8Bw!r2Vo9J-oN+`{dE%$H$@_ z{HRjd^tF7IY1hix6_lpBTR+OZy1V1}jrQM~KDkjKrKBj4whoYLz^A_cAIh$poBWkYT?ytoaz;zM zY;$YAA7O|ce+zwYT14Mv+{}p?<40$V`invz$)Yy6$H(gGYU|^22vgkBdqtNBq7OThliq{jf@YbpRg~(D)G3O%Ysv zW0$Uz17j=6z4Q3@ayvWss3>**G4oqh z<{MLP-O76Uv^(Ct4#6Qymn=CF9`27;Zqb>zahz68@ZB_1DLZ&7-JL%)nZWVk=i9M@ z?q%whK~(Y!3kQC`?cMBJ(nog3Xhl{bMV~#}jz;Opg#2HnSwSgVblv2ftHIT2s-0(NCejMe;>#h2zvFhu~?RxV>k+ejPes z?EIm@K=vKkY|$acs*}FHevh6#?TN^`PGu4nV*bedbGYI9wQHXH_DPA4vv6T2-Ykde zV^vk;)vG<21EbBcYY>-%NC_R&R#N=KHqugc!i3&D1?|zJUE>0haVwXabfrzJPMtl5FQ?GleS|NSg9R+ z{TN4|b;0199Fr`%PvImVEL9Mu??qE+I^u*#EIjsHII_t33I7cIby#Msc{@sr$&)9O zaXSEgtXEmQcyV-md}mJ2emdh<-!RyB+Pv9x;lkdpdUTVP&fso1x3=uDS-9}_G5>Nt zI0J6Unl%;IfNv})0M~`uF1~eb0xfI%xI1juggmNC-Qcv$@b$5KczrU@U%t)E}YQ+cVaLxs|xplVJ%myDNz zjEb(@nLR&yV}@*Y?8FI;F=MXGO4Z7~!D`r>rwk<1RYwRFrb>sL!dyv#>mXKkT(*=gzy_G(f(W>25|L8s5^lDCQxz+sDHY8;V|% z{s`1Q6t7@5k+V7<8JrGQ;gY7{{wXbB{KnUIht7SJ{rRoj%)qtIyZ#lYkuGe?%$Y00 zmygs)r(g2pb#DFitW$=9=lr_S#XtQo`Y9T&2k)6hY zr%w40;s9LIw1x~R?Cpp-zyaPQ^M-N?3LZp01))wo6^-SyJHJ49@tic=H4fi`WY_w& zw1R3H8f|H-_uBWLWSCu4q<}?__(W$AVn=bLk-*Zsn{V6J_S6>Lk^7Wd8n&L7 zlOHuQ4tN81B?$-mq|Tb|x3&Q@ihv}Zp6HqRlq^sk#>n2Iqsr%EVv^5Zpq86)ga_T# z-{1dHpHGv#6}Ev=vX3ldN!`9rn=i3E>g4!M{ZK$0L_5tofX;kzuh`hwe21sS#Xae# z6Xs0(v#>$I?dqI_;)0pm?rk5Vivq58K~&-Dwd-})cm;U7Dfa4h`F(mt<$l!+a0J$9 zWrF4U;jq{a5nLvMBlf)>M1oZYkFBas+FDK|Z3GII>)pFk$BrF!Crq#hFeC_MAT>Ea zwW|1Y!RO^pPTc&_Clz~0*h$=;V=D|prQCzljL5(3Ozhr1K6vmT&{!t*VBncEtyW(T zdyATT?!cBc)X=lf=a)CNUtQh1B*&}Y#NE>10GLk-poVJcJhA51MrsEo{cTz#?Igxq zX~;WK2xZg!h=V&gc-r~mwW1QFm6>E?qeRmUYE;M`K=DIFOTZbDdiJ=irlv+#-676Y z5&>VYwfieXEg5k~<2N;St?gqtq;FphRaJ?2Fap1=+Zg_QjJa8H(ai%to3iVD-3A&Q zIFco`b+eAaCKGYaRrI&XaO!gC9f`I+AmZv;S~9qauWI8+)caOn?+FIrEq!BCX)gFn z5^E2+>_@J>0C-U`+N**E%K+g1`!bVwK$5LyCt)_kDf8zfP!IMxWKtxHj;Zn2uX3`r_PBAmtk>v3VEM4o0BKEH{qx1^8_KKRtf`rF$9q~# zCJMR;%fXEmI4?QrUg|;gKQ&{%Mq-Ea$AP})rR@1Lj--Uyzp=TJ&T2UZ9(IXHG<0ZZ zFc0?|H^xgcz(0;3KW=kp_XM;$KG-;9a=%4?MHjD4Nh@%h`}aE$R!9@No8L^kA3 zI~!lK7t$)AKl^!i!tb29uHLA%Fu&ZX#Xv{d&p-To;`hPQZ2%aY*~7KuwrfwWIi-CU z3|;+s)oMeAbmD6|ZQq_pb7<%2=mm11q^#_KoYwo$p-i+zc4SM5KtuQLod_R!n07M~ zoJwGAV|%*v=S*SPRC^+2B_-BxAuhs{?8>eJnxjfju{ zC=~w_gavdi+Eu34~Qwc5%P_=bv&O zr0(7(U8c;%aiU=n`9H_~;fm4X;c!igYoX>o;B*gymuV1^B`N$>TxZ!pC_MQthrSxm#H@(efc$ih(?(8Q}A3L@ueX)&Ho{h>B^uxLLs`N-%Oyt&t9 zh*}zv4hY!S4pD&R;2ud=uO2vjxC@0Ph6EBbGc)cy!6*{DKbxCdhvc6z>P9mH)x_R} zo;J6(4L2|}l<(Wu4_v97rAs4;X$QEd$=^tIbu~39W@vT*2ia}d&}=nfjjqb98iNh% z3;Qju_{v4dL=4QgkfsKiqS>7^C{2#FNpVucq$U7aT@)XfmaWg2c5guK=ptAG(N1gl z@IXpU8cLeH3JyIxHH-lOiFS6YR^^(uT&*pF22ck&X6@3*-MwnEKht9AsU46!p(hrB zPXHOP3iivFd+=Y;+rPfm`l^w&@&bfsY_p(mvgA$jEIqt=OtN41eJ7y;1b=5bpKA@cY~O2As2E@C$v>qNl=Jbh|)^3> z7$}DqYp+!e3{*tNOLG1Oxmu3zrbtNeX0(M}fl%u{6?Y+2>NRwKf3}go``|%mT423j5iIt30*m-4WPCT$P!7xqjgJpErvh;;6q?Iu zJD-!MPgkJczt(yFhJPc*Em%_X$GZ&zKN(OG(G?SI>>V9D5`4pwWdDY}7U}(}21S;W z%p1{!+7VLdr!yf3$U*|+LMi+m{tmiDndeAeV%M1w(OSMwpTm#?68EsMz61gWibl^;H2zI>@fVWwAk?(A9d+dvV_SFF&4IXb}C zdIvt9%NdvJ-hDq2O_G6G1=VBRmfK2(gr~N=BnY?pm0LKJWKSNf1I>HV_3H=01|XMC zhO3=;7+JVll=oZ#4FVB<@-;)x@z(ZX@qi#mI?7X=n@Z)1hUe8AGz#&Vq!Kt=qSh~@QuIO zd1x@Cueg#Y)v9)SA1Z~bT-&@vUvcHqA2SbC3Mfnj`3J*Gw^leU3m26Fm@dVKIC9J_ zwvDm!p*D8lf6}Y2TE2&6Kp2a4xby2nAIjUixw##vKg?KGEqKz;uTvF>`r>0i5pY!I zEL$cne!KSVlk4x8M!G{jhlFI0s;Q`G1AO`Vrb`#{&W=@XIo?O;*6evvq8$g_5HG6p z9J2J1v>o#F?oZ;Tv}k2dxK~tEn_78$M)=V0JF{OeGzb_GJKsC&S09e#%K-S8Ym1t1 zl?)j%;v95=)!-h_5*Ln99=$>uqm`5JaWivsbH()2wl6%S`hnf9Qaq-Ma3-h_-g zh#0{h95wYQt}FKavMlQf;xpr2eAHZBjquIPghYSP(4mJ&|7+{kz( zu#gsOfcS&|l$1PWy7o~%u4iJ{vz6gw$2%kcQ-y6O!A}19 z^QX|pG5kD)dcq2A;{E5(j{~Dsp-%v*GY<0h!&i}viS^-#Bl zMn-8zR#jJvmDXZdhMr*PX@i}k!G)gyQJ`U12}jw#|7?Lh?`?Jst0rm3QRuF)w>N>C zLZ@v4gsH*fhv0f&R%X0y+cs2}`5#6@8)D2f(8t`$%m^Xn07x=YIw8V>A4=Yx4E-F% z<11oma9mnisJA!A)q=Zpj&vVrt{w?_1`;0ywJQ8z<1n6#t*NY1Uea3DG_s70R@yIk z+9axK*SK}aUaAoPsq#BO&-BhPyA^~yWANCq!QS3?8Y{XSouVn$MPr^lfIA8@PDm7U zPj$eP#d1BUEWl5O=(*Mn=3UQ06cX~yOQyFe(uGG)tgWm}VX1%?#Uwg!fE{^Wf@Nf< z!uyH}Q)s3bT7fH-1LBvNr~BGnh>wrLdP%SX;&Z^b%;c-8tN(s;(D*;6h6gu5Y_B^y zEk?)&*<+)NLT)aAK07N}^?`_2zAyM zv8E6z!tTMjmln{-f?E}b(%c+_ocCY8%ybUFxF9il}!dG?C8 zf%^dcKMOf!MdK>?g?1*YoD*=2D1aroIrU9*dF}M?=NS1o1Qs}nN4H|bhR0hEVGnvl zRT|qRMy{sC9DO_h1)8Rhxhd*lAyEAUoP%yAkTi~&;)ypN=Uu~R&YE?O<*O%Lzkt|? zXGbaJFNR=>271-Tm#G~HU2t&Q#h8*M&#`cHZvO4E!_~Ed#$Mn&49E(F{fsjc`+|<^ z`LtPQHhXq}=O==RMA9X?`dOTUm~zz|Fd$j8()<9wKtM0h3hpOPDE8>w9;txciWSyb z&BX-;0nKk=d9rhI)M&-|LaPg-+9TNaA;xRy==7iq5g?Ud8Q@{xg>8R(7YSVele(Z* zZ4sA=s(qNt@Zf1C=ASo>+S^ps_ygshJ=bZ?b-dqm-nSjj;`pR> zMXHh9`8r*cId4Wv!cU*fix(m)uzk_@@gV>8?D20X%#ILB{Q0?oV)S}H%b~$jrcXDc z5?|bn#jlYdxSSDbS=p7TXF)fGj70=?m`+lYTstY$iHSDTp}a{6UJz=@X{U|re@C+! z_ajqK`CAHGD?^{<_dG=t$Nb}xn_H0ybP_zs#@8vLI2K6-Cc*939|$=A*SEHJ6O3%4Y~1ARJgS|EF>)<|If`_~7vWf$L$FsbDb9cKLebbI zS@ZjLiGcVH%Jw;kI3t=y0jQrk!fgF|El?hLW#vQUqvSNf2qu=?FjwD4{lHY_$uH`G zQ?xOPT#~-G?}bIzOu@652GwS4FO6G$@4*98iY?@>NjTo8F~IZk_O9{BF?=Z(qc@e_ z`N+vgm^LDCim|yiT9AN%Zo4L{N8KTPIhAL&$F%t!fO+EYQlhbxgfPt5TQ`9%U0m+8 zYy#S)og+pLGtQ1zsaVmNsOe?w5`5t7~Gv9Z{b#(&IPaP>%rcR9N`UH*);THMsg zaZ29t-9cyLYb8b@v#A-%s;j%Ou}Sb!^k@cqL;r$ZJ?VJZIH;=5zj^Y)Fy0++in76< z@|2mCEa*HY*&bOA_~5m5+qPUTDWiolXi)(eOwS7G?k2X z9RQBa%FR7kU%e2Z+~mUicL+kk9x~wl9?C40Ji!_A(dn^W1UG>{uMhKMT8pkqb5o$K z%&2Wq!=2EZC*Pwq=4Wb!KAFm#5h(in9|@qt-4_mtp@VIn4YfT-lmh#ZX|{v z?!!ZmnE45DSFavpQ!$e)3m?t=Nz79NRDv~E<&RuWN{Rq5vLv9$8+K|%^BXVU65E_l zVjU7Z4S7@gtNQsdR(OJ|(awEW+A5-5({i~NOYS!`NhCeIr<$8s_e*d7*+<@RVGyw3 zK_M%kRir}c-rbZsAr?9}X&qhJ{a3F-kWOS~t_LldOy{bz@<9)E*P|n=ndKvwi9}An z)-!`nzsjrs-Uz~9<z`#4K1-J&MmCLqNil?d^>& zVJ5{^9W!2YFpIfYT6#wO8cbr;qXy~OfCYq%U%RWnga0L?C`Z5rt7XgjF`!VZZIWNw z`OCf>DT&YpK~5)KzPumZXKe&KoPl8bP{d2Q*9<=N+;u}hB7m;IlVDs#QbL){)R6$Y zSugydOU0=#m2$`vg)P`@Swo;q+y8wLo291 z+C7O0BXi~dC=W!oRJyxXw#%ha+S(G!+r4()bkJVoDLK@%Y@{Pyf3G{7 z;gD419HOp3o!Fj_zH*HzwFLh`&@3gPmZH8l2gs+o*qZrMqKZxu&-#7nSD4}02Xe1v zlO#!R`q2f!SvMjmy}AkP@bKZX6qXKe=Tq;SQcUofy&zivstsQhbvfVfPt-*K!+TMN z5&`fC<)r|n38wV-iUeyjivCd~z{cOd)%mV$47amt5^(y(cxvh`3=KfkNuc$bge|=T(*6gJR z7?8l&wl}@e^eQH-Vkr`y5{0UmB90^l&TsGG zeIB16EDmO)QvQ60?Ak*?!3=xvXI0awfJ8&|SGzazXB%FR@H((0Dli>>!aMx4S&iJQrH4Tm8iOfcaR&o4%iu3+SE8o^mgEK%PJ>&=PUqGICJ>= z0xpe}pL7>L3o{xC((r5wEOT>F;EvYO5#=rwW(1Y*N8bX@yO;>0753k0b#dA4)0F-E z;wui8B*gchKR@a`!AI{tnlC8k!<^LF<}TA`v_K37fo;_$b~n@~LN2Bm(<{!QQWIj& zfnYi8GuJpZ!vca?$eO}FRk(N-%nWrKV^Cd^u7vExARgqvz>t7V)>7PI~ z4pG2MB<$>N15b&`K|8*3CW|Hi$v;nZsiLBigd$0%pMeri6P-kIrCvgtu^hc8S9Tvr zA)tvfQr+{`Lm5_79Wun{%?ngNv{`^3#Z{ZA!yq~TY94M*?Rdr$nLme#uG@o3Su)!o zkI;N1FmNA-Xj>W`s*t2XYttniK;x9S^j0qtr=EVFy4G8LOTGsD2gNz#fxd^AF7O`7 z>=od{qeOuV1kA@k@4TEIef7&EHSSXYfB}=I?Sz7WX^1DVo04Lmaw67)?wRW}T&Ed5 zuI-!;{9Q@PU)b^@Ht_z6NBUD9>E8e{zq^1+GSTPAO2BAxX_rrqQ2WXFuN+*TP!ZLR zIq2ybnUZp{s=LEt%5j0uh#oAJ=0(g5V9=o7^t<{}id*YM!Np)k)eS|QUQKs->!HP4 z>SZR5cW!y?)b_bi=mIt4>~E%YWhj~4y@B5^C>$CbIK`5J4RkyU-kRD;+8nnNn{XO%LTEHC#J;+y$7^ef|cfV>@@sXKBYlCtyCVhGr?w` zS&UWj4mStgh@XGnfvV9(Rw6x-Py`TnFF$av_)c?A*s0(o!5E+c%A-693=a0Be%3%r zX>P5NJ>~Uo*V9HC&kmwpP`?;FZ)k9S?q%zt7sh7)Buq@+x>biK=LcQFjD$KsKY(Hu zF+}jU5_eD=sspFW{JsK!235%Qme&wS*J}*>p{&|VD1@TZ(p0#K5(#SH_$r>c8e|)3 zTjEZC5k)pWxJ-5a*vI$oov*#JYv)dg%cC1I4;L_a=m~{U!FbWL3AS?W%q=XUz!F4l z8WI%#_K0GUualui*3NOet((jmZ95;~MN3JBP2I3*Qvk)Dtb6q+5 zl>Y)sa}{cq#|8rC7^B(>O-RKmxShSfs|GR7tHS9(+JBev%It9`-n@Auuw)e#U%mjn zrNkIYgaMjUEg+p8#*7(*xTvlBtd+L~4?!ma-XV#XwUL~RoEEA;|3a&B@AqQGzF9;9 zPR?Ymql>?S{KUqxw(#B6DvFf@YIbK@#U0y)xMpOh@pjE-jr!7Z5w0DDYAh!wN3VI9 zmR2^{vM4Jk;>4Mug4J4L*+b9xT2kR^9U70$inC|WmSoULSF79v^t-kG zJ(QJS?}MX2yWYKcCYNQZ5MQ&5So6Rm&6E=*p2n^WwM62v@DWuBY}zg&IDaK zz(+gF3$X~vaMCX42#abwIJhSP=Lv8Qe^XH089~X_OfiwJ4R$wLR^H(O0ul&~nfs?G z(PT5PB8doczYQ%dDJw6Rl6+(KL{*x5zrr)jTbiOuOq_5z*PYdllSSFR8?;ioQ>VfS zBc$6rTU$S-UdBW&WkFA`+K%NKANyytE^-HR4eZPAD|5sRU1}9xY3t~i(^sSN?a0gj zuiT7=lOHTNZx}_1^{(CW@=zZ4eyc0LA^8ZM$}^jk?(%!IJdl7gT2_Vdf(rio5_{p%EYbU>d=KvB4C&~p3w zDvVE`bZM~j`d9z_Q)O+c=vTz`gXDMkwX<*EzRb&Q5|VJP=gPvK=7NUHf=;4*Pm~pn z7GJLS4XR~H1aV5bOPA$t>*j`p&k2c~HZ*uM7w*^LGL7o7AHEJWc3-=Fk%=5>o6w8VYVVefUjlTT*R#LzaOoYLeqzpv^h)PFS4mfx2I1ZqDd7$UWm%+o!!Bv%H~4}cEp6Cnr{{5gcdi%YhS%T@>x5@`}%E6cNsD9Zk(kdC89 zkKRwwAyFMT@Zh`#j@Kx@sE`&4gtD=~t;K_6D=H6NT3R7dfp<1m4^#z=Grr~+#2;m- zOn_=YFJNdU(S`ie3{+mUn?zu|8U{1VL^K7uj|5@ik7qo7EGy)b>3a=v>+;8?p*xWo zS}m7B4#72r#YZtncE0`}>!HE^b1?c9EVa1g{N+?rG8W1?17c4M0>B%j`rj>2b4ZaA zr&QAzcu9tqo|Xxrq!b z3gRGvEeZiNv}~@T?e2XPvvzp2Ahq-Y9;)5=bhVBk>Abu;Qo&Lybfp!bgrWt@LiESQ zLNX};#AS2&jOXLyGXa60Kz;*6if(E(?}&EN9_#|?#&gG-G#lfYX2IU)w~Lp}Uo*Nv z_I&&K(*hq9p~(T>c=2Q@RdWK$iDk=MHnuqnCMt2~aEc)fYAwmugnhicyKmm~%?R4D zIk}*u^7i2M;x&^3DC7lGCE{J`lKf#Z&VQRezP+0ocBT?{y7BAF79ynpGAnu)AWsgMJIUo1~fR=XCQy1tA^_qtOxgW(h?b!wTJCz(ns1G=+(Y^sRJA z&daJ2hCG-i6($vE2oGSh!C?G|K)xI1LycTEF^psXUW=Jn&38G zs*QxY$8F=8Yku=eVv=op@vy?)^!(e8{5|?FD(G5Mm-yp369M@Gdp_d?ZM*4zI9W*< zTfK8R`{F>7jb)UyB@kwCJnNf{Af{-lMK0s@i0eb!$#l*4($lo-j-tSLB=2-&c2>M9W`r_7%1MVXeMEG>b) z+PSL#RoQtZqHy}D?z(sUz9lEDpb71aS?CdcL4^@Ol1)AUD<;JJH?m(f*G^*?yP3=mwhP0vl0IDIQKfxk7}{w}0inSXoI|NrNoMwqmf7(?Npg?YTF z0JnrpB<6=o_x_O;6Gwi2j}tzrgPL^AywIana<%;wv{-1P@|1IjMJ#d`dQkz#aU}}c zOaJd=WbIr-AtYi8AbuOkv1u#)LQ^D3?6vb%na~}lO0CiF7glmJXDu!3kmx4)Z-pUZ zROkZF3m1mdcnX+DQv7S%nVxS(0Y^|xzJrXX%<7m?Te%r2Qh@R6{ohOGB8TE|WuX!m z=!lN;<1uCu2Ir}9xpluk>EHjqBhVr*E(Q@2F%I}?v+Z_1Z`1U$2}vzdpidE4pB}j% z->Sdvq3wXH6F~bNcvtn(Z_c3T6Gt z6SB$_3Uva7vRr-jO8n$nH|uu%Lv1Z{Qe`#1oK|1*!uM+|PiRm|49-8FgQH*h0FL#Fi>hd@0XZGEzO-y;YnxlY`RWnYQOYiRX zhXLvrHyzlbGPZI&?DKNv&(tbH+pliwXQr3ECzc~UH{haSXR@+MI9s{D^I^DBpH*6Qaa(l2Tb7?i3Q9_zvb%5Qd^_d2$!&5q)n!>5!4t~2qt>;qC+rNGL)<=8S%S-Co(vqED zD}1H8=iTIHxwCC8K8lwvv9UJ=^>eZ_~y}h5Bn^{_17oDSj4HvSy>V18*D@=2dQEfX~Q_W8Y0xeCi{-;cM92d}Zk#>T#U`*tliH}}-^ zbX$G$Re5K_@mJog(%#Gxwl7uRs=ZNrw;h+_Zjn8`(!;}p;v$zeFw`%J@e*DuCF5_!!YhWEjiLxs^2W5oKRHsNJ$YD5EN|d?!JRL+|9>Fw{^eP zVN1&cm&-%6dl{9Ui{0F>o!;72@|3))zrWwIyL4M>Mn-;B)%)ss`TZIj+Z?@i zO`tx-!UxOrh^FQaOstHS7L&M5AGMK@5h}_~35gwV)!y9-58pF0F~H55UsSY)GSpeb za4JY>O1p}*j<|WR`0N=P<>*b$Gh;WivLrEaZq?N)v6?Bg?km^(O*UmZ2o^lp zM&<16jPhY>ccxbuU_F2n6B{QUeXG99cLckJLceV?2x zcjnBaN+~kY*-i&(XlTy7yCCc^duRQQp&#dU$&SPa$UNLGOuu8teRhQ>dU(GR^76Ot z-o2aYDlboye!cfrW24s8)YMCps>oFP;oTq2o9?}N!^w2;8uhyi$;#pjLBdxphgy$} z{jQ;7VPWyQd-v15&D=vh-}jJ9&Cbs5`SEru*-)=vvza!0T(1;z=*ac!*VAgkU%x#c zznhJXx;#YkDBh|f`rO{yy1ISizcEqS3o}>eraFA4CK@afFBNU19LC08NyqXaENr)F zOE&YCEn7BAO^^?2u*lKxsdz<7!p4mo>9=pcmzpXzw=nyM#=!8>rCgL!EWV!VXoeeO zJvVVHOk$Q4On5#Sg6UtOC9^);g=x^ajlYMjn46n>86WQ>VK=yQ-@Y~c{QNzQX@bw6 zKc{D8^g{Kot*zCoesgwYUX}N)Kfj>hQ9Zq#d3kw{e0^V8F5;J*W4vZ}+p?W!En9P! zjSV*K&~+Z)jQOD7vgJ>?%pst&=8ei_9I3$ zZ0Bn7y$`E&T!JD!_4oYzqYLxs1+quzKjWg_9y)#ba^zf2RaKST5qeoySJwdNwKOy; zAquv(A8WC`5^s$6wcp>$x9Q`LcwJpwLx0`-sAr*}d={=#L$8dlT;U1|3c80bF*31s z>wd5L`uec6w6v)jUDtigZ##$ibhCNnBb2{4H|u0NPR7aPV9VUQaN)wm9G7{Okdol` z_I7e5d^vMTGV^k0H_gw@k?;4Ni~QP9iECnJX8!*9vuvi*bdt=XRY$?yTRXiB3Lf~T zWZf8-H*HK!ip!V$9Lxo!N37s}zBKlm^>4**qt9I%*t+ZRGUx>f5`_oL*P~gMr zgH56qqZSYn5>jk??%cU)*QcT(-rnBD*8CzOcXD#1QF(p+{K7tH(^JRlWNpX2kBBHJ zD3G0BS67#Mt?OQuzCZwR^IO5cp7#VGBPsVte~ zv36@-Ma7xsRrd1-b+ete4b&&+C+O#InxSJk#0UtLi{kJ5?Ae=5`M1|Fw6?bHT+{*b zJ9=l`P0o8gRZ(=}w*8zf9IKZ*IXf?-U{k)WIQa9;St^AmJfEgVfB6On-$#q>X#M1F zdF@(Wh@@jhhMh%(<1xGk3WaR)l^+MLb)MkS{J5^ItmKuFTGKk7{3yELX5YyPp06S6K|O5RHp=YYJ@W?rfq`7^ z_weIZzkl*(+7HX<&o*V)1x#$f!foiiBpjV?_eaNYxai6`?81F!Krxm!HeY~^vwrSn_nxNM0BKEwk?0MU;EzFlzn54t8TQEcg*k07ccIP zk5~0GHPJsCd& z%~e!yZT;YW>vPGS#nsiDPM3wupyG-!x%&dMRBoQ0t2Qz)_&#|O`KXlg@|wmg z9^aZILxl*lq|O%X=n@Gz%HgU=#qS?X&P`7O(V+Dno1GYF>*?`Ai|KF4Va3WmTU-9^ z8!Z-*XM8+gq+;+&tV(?H{JZA%sJ;bJtX|x4dq;;=Zza3aNYUOA$6eT&UDuTAemM@e z%S|&TQAgn~R<2`o16a%Z@}=utOS{I8nD)_kn1G_jMnKVDsLm%|5Z(~x^K<-nOwVR0u)y8#-d*$I!w1Wbg7vpOJ;PCDy0V3@{#3bAQe3>8qOPH#s_`I6rYy#L z6$MKurb2AvUFt$_=6rx1`fc0p_EtqvQ64;a(E96_r`-K5`>HLtN`RW%dVBApoWDX7 zAUN&8!-uD7Y0hrs5b*ll{7j8+d;3KPO*OSG)JNV_Bs-0CuA%7lRz^f% zLA;U?Ot@4OFmm}7v$PA-vSrH>5)(fGJNaM!SR|DqYIM8kYrWy*DZ|;PDoNf?9`px2 zNmdk@{cVOesy{W4eh z5qPt(Fl)htd)gsldicbN)k#T737~m258vy3THg8VSIPaHryq>J@5WH6ibW<}T%n^| z;#bn4f z_HekP@Vv1pNDD?{_kjcSDHbiqoSY5;LL}JyR(l;4wMR-SyK?wSP)gcG^x-w2%!YfSu)zy8!H86L<vlCWI|R122CCwNeOyJ`);goI|VcyY+5l&q~N z?)TgBJ@;^MtX#iCME2svu)IpOBlPml`-^uwMsl5tkK>wu{QKIkZ_Jb!X#+wQ?h=7! z#<;G&US^YA#OoucPOWoUnEoa2Q-g|3z*$SSGxp?}`UMfe_dxS>t5&TdssLLcWhZcE zO}uV=MPpHJ6Gczj$T zF?$&v9-g$?8D)KDtk->qsJR}{=Frd(rwtPZ1#LN2N*wvWnB#b*q8@CrKr^G zB5))0FSv1`qu}9DV`I*h>$l$~RN8i+UJMNN;>C-k(e(rQbh$*7h2foRvm8YU8^X*R zU{s8&BG-crTA}7*vGl*|qcy{*1AY*(lcY+^!aDDQ<2xvx(? zre|Pqr)3t`8*2S@Kt$viuqr_M0n66Ivd508%`ml81E<7lXKVqp^?3Z4!O6)<&&bFV z_mNUz9`oo4oqrzep;2#E3Vp@RxzIXz-HH}g9lHxxItu{=fuw}X}T!L)88 z)`uL{qO!8`BR{|8(JJ?_-E!;eFEmSID`O7aKYkPenCMLYkv%t}0L;3{*VmWS)5ueS z%59854z#!hawTX~GHCr6ExoH(?|-?!m3yoy+gaj}q$K~1F=K)N_wU~ih2abOwAEna zL9JBFWf->GK)>cK+2npuf0ttx4g;nSVJrw414_&Ne3xPKm3*7t$`xQ@1e1Yu?F^6y zt5+LL`U(QSQ$S!NaO?5O!KPR7@pLnSeAPY*Iz=of(C*CM+&Z1{e> zAMY0iS<3kGWsdD=rjT1Ug@=WG1~Vj3T}({Y|I^!eAm(-i%VO(}$H$jZ$8i~@1*$dM!e(5DLBf9MnL`isW< z%XhJxFM`m@YHMpJ>SW!x=))rU8IWop^B_)eR6y zbLmqA1sSrkvcBBDP0f$?7ab3d0o{@?fssaeiB)Geed+AHWR>f->>_BpEFnV0#qv|8ABHP|nsc4h?XE;Z+PoS0Ww19sat6qMfjr^`q)Q*K zm8Km1Tdn@r&U<0_h_@rn`^(VtW%>B{$o+>w1b71&R$o_l7jUB;EYlxbyG0kD+g=>N z9q`f6$mst1?Lzc6z@+~E{?~l8N0{>S@?+V(vx+62vvaG?GnTKxQzWq`+$K{mHh7G>Q zTGtU%B1{xacOwDnFJ3S&Oy(>`OE85^n%5;6k|toaFy~O)(C}7*34gj|Jv664AKJ~$ z{kG8snvB!v)+K9VYKshMqvoLhU%!6keDAY!HI(eXosK0X4&4)9C-SXUZc$AG$RN#G zL_`G5{=A*oU%tl}-(>rjwE!#m4GlX`n)+xxo0oAUyeaBGJszx?~> zyQ%*7<<-n9v#3t#oeh8-wPI*y)$zw1iq%YtKb{GhY*dTWiXJ@RCB^Av?$t~i%6x-$ zuqDSwwe785-zA!(=Z@NVo@1wtms}TbrPD{-!CF#QEcY{z=hRrR*M;OO7=#=7IRkam zDThQUmcR3OnP?C4EIRrxI6un``HzMAmyqne%A*d5n~_oEgL z=594bx~+=~ED^4(chjkMV#JrexYqu^7(-`Q5H{Dei{9CCs*yg6SxQ3IA}ad$IUCQz zW1rfrkFsvWtZ})yo}yP}3EdHvl5gbMGaxi-8aYVsB_-x$-g7kXU)?1$n^lKdQ;2%D zckgjB-us9Ei>;cTzjQrei#}_3l!NgHVQ0gS_0hU}orpkBIdFH$>w3KllqK1>EVDk{ zhC4{eB&^%m%S$H%(jEx#K?(n*72pnI>`D##AjFQh66^lH$;vZ4?SQ0zef`^h+4jhn zFDX!=kG~MNf%W0`(X65UtM8u8^`huM5N&RvJ*->5o=_V|=x_QR+dr?l-czv*%k(H9 zE&9mIfovw4kt851w?*f(S7yIv{xWT3& zEAE+y*>-d_`6f|xoT8#4uLlogfp?Zs+*i>Z3qSUd$dP6ZAB$$c1qrY1?(X)wf8YJp zt6h}bf`XO0PQxo`S*6yY_If0~c=3YYX=*4&s_7a^Y)8~k=%awp@n#?GvynF<89PL~ zS@$Ng`Hk#7TJYt|E2uz=Jz_ySB_)|ri`_y)S!IqMRT$X2I?wSzj49k87`lgn@gS1= ze_VTO=i*=E9~M(c{bc3c2M=xoMnI(AV^Q_v#}~-4{8xYSG^SavLh+3l)O@SP>o7t? z0XHIu(DW|>2YAqaqJNt=)4^Lr*?WARLZp;aA&0i12Pw@u+*{ z>DK|Tz806?a@pg|$ha*tr9(|c=QK-F+$Ghzb^J%@i=SJmKtJR<=$&5VcPN70vHpXJ zyTa4`pYrnBo$sjbiuiKKWzHU3aUB$N$MU5z1-8jV=ECUP^CKAAO&b*`M5Um_KV1lT zk}GcAy$(NQ3^?#MnLU*}F;jdYalV>t)%_3|y8ldSc4rc=doipZ(hI~d-SW#Ii zQxm71h_ybNj>5PN<(xC~)NruXmO zJpy>5r?0;ZycF`gKE@1GSk2*iLyCn#-t9FBDJh;eZ!Rk>EBhX)xC2Jz;a8#XMm;?} zi}{Z|+`a-zvyUK12G$IP0;PjHlX2&gQy1X}MFYN=e1|qR5xDW~fPl@{ZEW-n4Od7@ zOKWA=Dn@TO-YoJ@7Qo`n8G2Y;#2y3KN=;3Di4uQ6RJ0J(rPwJ%{+gZLae!?~ZcB^q zu5Q0y?7k=b?WI16I6IeY=HJk-olrfKHTn>G#A{`}y-{MOD>NOc_KKjVp)1 zF^Ir~Apwl^K`9`!#L2@GTQU7t+j902qf&5(g0`FpxdT8CBLfjd<>m1e*-5Snzcoh~ ziTm>EsOP2`Voxasi+mAnaSB(debGz@1ZfKP0!Jkez`_dD8@yu~1suh*R<;F6KDFgXMAuh8Nr3z4^HJW@%yJ&CSitUrS4G2M6z1Nz3E~SU|uu zhVz-E<42iOhCf`m(#rDlsUWkeCtumj1Q?iNp*t8nKXfL5%6~ z3h1tR-@l*Dez!Zh9HL5VUmp!<|2kAeV&=fl%goC1_4mIGwSFVGraKr3&Dynz28FcH zK&bbgetsCFcvArl>W8{IBdjXVBkn6dLHt8)dnRZ^3%Bte7H!F&6-y;0%$0#7LC7mR zTMB-afBop_Xjj8x@6zyJ)jMPRZXaa&so7bB;r1`7j+6Ugpq{(Za`G_;-cjY1S#5$o zqll?`VBwTH$_HGVfRgI5@o|2j*y%~CmFsdryRtY;v<)$7)MhOD`a0ym9O$e5n!OOUnJF^jA0dUEfZ z7MFvL08D(yX})_CxY92vZ<2e!bZ{dWb#1!M+dRn+S8Mj;k2eub{}y{ zgs*Z~%mOJTV920O=|fF3WN9cbrwijOW>Ck3#hxh@K>PYqn`n?|J8;1v`03NFL=mQ= zqf1Ro+r`g+Hsr(({)^N=R#IWU zdv@m~uASnZ;Pd#{7^@{Lck~Zn%=Xuy?_7_mk_=r9+3$0u$D8)PjGZsbHe@~;37SiB zgEIG|&b6yJfa~|Qv%M<3!BiBO10K{{C_K8^OqlOnp#L)f+r;BU9N~<82OEX3LrQ{G z$1#u2%|qe`-(TyJhaIRGl3SnSDlH%&(Av=v4oRvwn~po|gSfKcLHH5-b+aEJSHR7F z7+%SPM~~>Ci|pp--vBF*MYk1bTcXr+ek;L0_^8A{apKMunSiiS27(3AS(Id*)O`9*jB=#e` z{h&-vThPl_@7_K1_usURN$gB>JlG}FGcJZL7U?eY;*{LV%A{+1PZ(~bUiRh7m(7Fm zZ{Oa>HVi{JfTSr<4~bTT1;RC^aQgHe6|OIk0aZABu)l^O(OtTHIj^*I9XK{M<@%rI z`Op_uo$Ip2@*pDy9cbUph$~Ri*8~R!YJBnKx?25aLyYR%$O;bM6GW&W z^$s{+eipj)E_Qag1!vf;-$EqULN<2@8&(t-7l-$IF`(ct^!IunX_-{3Xg?b+P!IC#O4SCo?i&!WLPA0U)U{;t;e!XCQSkU7Us7^A3VjkCC(VgP ziYdtb9VDrpe*F{b6Ti_nrs*AYuG3vx3FOlkDaM}ydc30Vz^EiRj9zw{>5Y=VyYa>% zf+pX?cqImR%FIJrSms^ z`bDQQxI}%~*U;c%wskFPCN@bQl9NjsCq}vyrYDnR8{kA9uxQRy_EA;i75J+l(QU)7 z`26L|3R2oj0|kd+atN8$(!=l}Y7cNy*Zk$uXE%8@KN9$arbE%$n}C5>i}goDAkxOb z{kv=eE~WB z5r{$q@#@heoFtP-582%??}hHH+ja|*y#cVoo3r67;gGC^$mWp^Ge_)N=W0@J4U0F; z&5f2%;lB;rwnbNzgDu|L*-GjUq^*act_$0MzE7M!t!AIk99?*qVebJ1nuN?78G-mb z-QB5{Q&FL(ysjW<-+pFn-vY!fF1ix^rJx|DasO4<^TIXF9NjUOjE%hzifMxf`p2+t&l0-wjnrSRkl)kS*FO6v zrx3^r{bcR)Lk`L&8tPca_wL{CdLMrYNFfnL>(Gs{)hOgp{?wygD>Bm4Ng0ATp6a?N zr53OAP9@3+(ju6Q--LiscC{mixjvP=eVo&Wi_-=1PyMYPjY|YLtISM zqFJS$3;_i{KHD}5?ZgAa2J0*lI*^AMG`th1PTh8Qcb5rE;R*~6rh21Qs%i$F0k|W3 z_^_MPNyC$Yfq{rhKG?n+S}wkBOhV2*arEmG$0rj{vLPU~VQ;UXP*YR4Vsom$zr0>* zx|4yDyEoM77OTtDGHlL5EC67H6|FXHqYwlQx=RCr7?FRG)H5(}N8aMnrAs@dq*ze0 zWwCN7hq(eS0>AduCv&4ddqawR2@LhMyu1*vw(76t-?VviQO8WV>w^2UXN)i-NotFP zp|C<8g@n-B+1X(u?tAVD!h;QVA6Rc{W+o5PD>NKnnIi~U$Y)7mXOf)Rqg_YQSE%3v zXu%lHS(xF5V@6c)lJZx^s2JmJ3^{ zmjM%Z*9=`f4Cy3PoL0^J!o%No67HvxP^U1kgwX zDB;70&qkrncOXr1@&>3TS5KG`pAFz{H7)HifVdE8S6Y}+U~3Tka(*Nh_vzN#lVo0V zmc-9^T_3#9POy8BQ^+R;hyp^0*X$(;1$@oWufAwfCF#{%377Lbyxr&GHZi3^vR&gP z-@X+nwMp;d&bdN!GiUAJELB(Y(DNPxmG7bYva+m6=-3x$Dtiz7(W7NpyTB5DGKtlw z<77JnPhh%i^rh9&tf9^<^aN&X!PLXE>T!`KVC#?1|E*#C zVZ^L`e@1k(rLSxcL?8e9`Y%oTM!p-Qcoi$3Ipc;BY~y*Bi(>~}h^Id8V zzP~0!>d+}Y--4Z*R50%;glcULbw$WT^9NAyFawwgzQksAzAf z9$Eq+hnDLgIzJOIq=9F-mN0f?DGAfYM&)uQwZ<5w1pSy;6Oewd|Ngli0><*88~Z?& zKa~ZG`l51yC@+poPCoS+{T-i^hmnMQe+yL%r1g7@DmU>24L2gzcov#0q3u6oHQbe? zrZIUd;T^hxjzL*kMgaw+DSY7Lvx-8!V#PiuT|b_0e#2P~rBEZnQJWyu9)}Ws0R0yT zRi&>U!Vf9RuovCHsAA5?djrF_L7$3Hjw6MISc%I*sdwu!Ut5+mGgt~kOuYOWDSvGSX5Gb$x%YA(l zlQnP*Q2BPlw8sx+h)Fy-(`59g4(ipdbsQjUj|uGTTsFt1>kwujwLYQi-m@ zw$$xlpy47&Um}f$pFdGXxbiRFeGk|VVU!hw#{#D&fKdW9ZidjF|BT;&LP3z5ONAF%k1a3k%32)rCazmD&ARn~XV(r?sN70mt zUyfEkF>%q|y;r zc}*pHJy&4hnRtSg5J$T{9J-Wqk(5O_0a<2>9`bG@;O@}J+K}jTLzTo;Y7L5E zkfCViVU5IBm>U>``JV7mx8|jE@YKy5Ksa|I-ws7kc0tsLxk2t!ziiKpGSk;dU3(|Gi)o6 zA$V(#Q{w+c6WAaEO#r70h;|~M*xT245pElo^f?L%?Srw!9guhj(TP-k_|vyDGZ!82 z_dwfPMuAtTazdx*+b@7;)q6MYb+Ke{{82?(c1y(7)vXykS|!JzBlY4SB3LjY>aaW9<}w*dXpA zho~C1{28X6<> zFmmp|SkWh$=xmT7qGX~AZoVuU@H#x)9kq%p83iskFE6aRb^r%MjE&z^>!9vMr&Xh$sl}?_gnPUbMl!Cq04;>bH7t@hTCpw6@UI!0WeFxI8%T0iLU+(#6cUa4g~3vQO-{Wv~29G&oKH4(2*l5KZ-IOx8V9S6Cg^Z_%Z9lZ|!=c zgBL%qMuV7+4THJY3Ia}&`hX#ELfP-%3nCt%+IPO_(&N$w9VJz`XgE(Ze$C(!Z{dS` z_hit2QC_XkL}GPwSVn)97lOxhtr%!wVttc7`xhnqe4-!)zBz4!t zdC~n^sXJTZA|fIL^mpH9r633T^1}d3dW+3I{R1~5n9qH@Gys+*-+)F^!le1bhNyX% z{S`ZQ1Pe%0QH&c?`5}XlOP}Tm^Mn1jEOVh$Ax1N0KW1(iibDrhG}rwUDmOqt=zDi? zcO^y!(MPe#aOme8QH?hD@nz7VsK|FhV(xB1O94qsYJ{XHO zN3z7IdN_J>7iL~`za5Tc0E;RvI1}GQ@6)Xn_H$E-nOUi+jEmFdt~>AT#sL-W!C^#? zhWmbSp9+=Ie)X{e%(PQ3g*yyN<;jyL|$jy4-5y1{65bFd(YkNfNC#H^=<$#*QZ z0D^!?Fb%+C)5m$psOmV0glPN$td|I9!{j&-v-;am4WN*2#F|j<69rD)v}McgojVU3 z`tcwo1Msy^^r!2^k$4c;t^l1|3SCHwY&8K>WLRygA+$Tdb56 z6;(A}hb$EfsdcfylFI-I?&6HmZZR=NEOZhiCWI9Du^k!{32Ot<5<_rWip0vX|A%m? z;V@|##VmJ%CXk~q#F@dBeufcIA~^v&$Q|$E7A zB!`EU*xKL!fB+0>X;x1<)&iimzXc12MG||05rhJL6etL}zqJ6Z1V@5geqZ-$o#QfV{q$+4{fOIyy%_@FT872FX(`Ev?qJ zwwutZkjbS&kh%csvOIGJ!b+CcuYZPmqGxLQ0CWoHQ)rQB%ESG0ZE8W0gw*W@JsvQZ zoUlQDki2pT@)cC{H%=Mk7zcSNQYc|>-mC@=c~maKUDVRTiWE#9@WJ;4{iF7dj^Wt< zWO11{rrv~-gD*V{^X8m40i8$#{5yKmOW<^JW)Q{7(QH010{g`D+tZ@(^;#{q?+dtY%Y;cpQWel4(}Yu;s2IE8~VVmG(FoX@rFq5bYR60*&MBkp$T7B!x zZT~bseEyt?au_q9hxO2EQx<`fAG;w+p`aVX5J1YGhL0~E&5Lkbi1kGHBtf6Nyyb}O zgl`CK?fn~NK%&NjE zWr6GnIDkG_BZStYGBV4ziR@AM*9UK|g{6eK{*E(0q;VjdZ}is@ z?j9<39Kkg_Jx2E&M`t0XeZ~;@Uzt#e)CHYc5F1@JLNnTIn7Zh7(|eiLb1iZnWAMz0 z_24ode~J6rA=Ke?x^k{}fNj5;H)r1MRfx*ZbU%2Cr`V-#b(U_O&--Dv;WbZAY3H@@ z3DN)ew5Yha{djA6-t>3mfWWiNr78~bwGg?ShXtK~sTCVG4D;TWm9>b@OxOHNtWpss zM-6T$03zc&&1GkrrPqboJ^0TZTPMMy>xkkamn6$p7x7j58AV9 zw=&1h^mvI`i`N_9J?^X`gC-r>DAhScsURG@qg;Y zG?6heT-bVwfYp`hHotM!lMhF`Ya`OYRZHLiT$^h1i~{Z0CT6JzZ9225{y3|%5LAj2 zuq~8zbVA<7XN$wfs_h+Zff{3iJxVJz)!HPrpIo&hdoI^Ah5c!4=ORxPfvH-T@TR;* zi#^!!Kyc*i9-sc}I*N*lcW9Y|BnDIWoY%Hd1>buH1L~Lmxzj~!`7$eB+Je6x9Irli zPD3LQQKHU~625XYD*@Bm1ZJs46dghMbNB%VJ3G5$mpU0FTRD?+qPZC?&^p=|G(X#roIZ)cw1xHph%SKzSS1FpH;~>fL%<)f_odpY0FO=NV zY0KXp28w(N)Q$XFj0+Bo^E}nI)gT{;);W0H9BS3?{I_hqFt}ltgv<_R@Ih}o>6bbF zQ&S^B@5ui2p0JrAu9N$-r`kW5HHhF`P*Zmr+_mXOr_r)N0YiD*K(;9DW_+IB(=`b+ zmmq2OqPDy1?K_Fn36DEpM7T->H^3t>E11Rizzvr{bWi#jg*b5h`0?Z5@Mne{)yX(E zvw8F8hAg9>!Zlit5%KTFk<*p|1F{H>d6uc&1P|is>gsBEQ1dWrq?r3*NCx=T%8oxj zP@l~vhTn(I^8n$N1Dn|mbK*smiT!vL`olg$L&Js#DbQbBX1!I^)CMaX(+in@WZSVq z=>JxeJ(27*U84J~P|d# zQlJ1kvOky2GlvVB#O~Q?TbBvL>v48ZM859QXRi&8V@`OVq1jcgp%HYvW(PjHG|h1I z-J!cjd3(6Hq$DNdRDyY(F4p>X$rSTmy{0MMnx8-ByZBs-6h)i-&#U%7g9wEaF`B(A8pI=YJ1F@3r_IK@$ytnJ!!k}D@p_}rA-{vd1U^V&cO^9E7& zj$HjU`ZobjxJ#b!mf!$$liplnA&Y{aii%3Vr8xk1$c?_}>YqQ&1ydltlIik$O$a(K zZyAHqq3>F3{JKPffh>(hzZ zvKq{qY+ku2HCtC6385oxve{7(Fwc4B1}=xf_Jn?mJmy3Y8x)6B_X8Mx!w>`q3L0Go zpupxk=GIG)>vs+GBPFJM@Um4(U6*SUQFT{nDlam`7^RK|WJJ|dB z@iiRg`*n{y?kh0EbI5l_un!Loe5mrvw2qH0cOJBE7_%>zob1FImhw8I&@4LLHMkr% zJ8VTgIK%;0KTW_B>jb#cJ~#nmn&hk0NJUZ|&Qwc@{^ z1K^YYi+a!h`Q-l{onG~Ts;cTX30qS<@WBryA_@l(&|g07FVjY;1N;rhr;|Q}4qpbM z_}+fFec&g$T==#FdWR7Lc|0;QqUAjPqYlKyJ?OlS1N&C(>t`3bEfzS4_6Aa2g$C1j zJPmL%I7UlaD;%M%738!O8t;WImP!#p7>#l(F-B5$SAzvg28xAL> zF2-k*r)p7L%QogM4+IdAS5Odytud2`o~LD7XQ=VP_$*FPq*bLsx{9NV_j?VHwoS^( z9s`<9?(pQuPfZI$2tR2(VfXt0B+{nZ?^gk(l)jLdbe=ub_a?j&w}D5mI4RLG;G^_X z&?o+9F@hReIuPDtSdvDdx@iL+8wBw54WX;uRjcqBwUcc0E0O>Y{GUFx5Y!Q!DCUkA zx-p1yx&1-Tc_5yY3?Jml4nm|T<}YM=tiYEggwUo9)cb_B$EooS750NSRd)hf%4=xU ziFAOO#kOSc2?z+t5K0-eI-cCnQ0TE$=NTw=H)OPO=gFq07Ot}m`?$GF){8bKRCT0v z2VJeiuU8r%jQJJM*|8O;!~5EHPSPz%DX?Cs*E5|@A6Kki&$?-u+Maj1Ia25uTI8OP z%fF743PFIMR+tD>rECa42VJSQvB`ZtT6N&`T$SplTHAjl#dC-Q42ebJ^0xEXcj8R*M+$(>kD-3+dWE|Cl@BKUtVO-t*3IG zsR|Xq!^|4tb307b8G#U2={ceWRia5b4O)km{E}XrX0k5j<-j_)9zQd`f>jME{2& znkm;4%;(~-+I{p9|MkL72P-@zD&)qMs3i)K+uX{cp3#Q0M9$wN{$w)QHCm+sR9g2Z z7IqixuqYi!X$e`yV!u-w4O{?HTcdr)Ljp0b{eG9yo!a4D0?hmra#i-9(aHa5BvW*H z@@$lO;H%(NDvSp!^?AL4JNNG0Bio+t(9q%2lH*JJA!;1pw}{Vmy2NR5wnYg*30Z>7 zsu?^8M;Z!6F#!IE(&CuX$!3i{QJgFxJmol(m8@SU+Ibn~T>9M0WzKI_6z_BhP7GDO-1 z0EUo>6)$9QG=&HmxS3n+5|oW`fF3(-f<&-;YWUhD7UxE*@F);16f}+W>n6ysK7wWu ziNhACXa?@{r=A_ywfDt!<RP|{oTjKAL&3zNR9IGI#~jCgN@HYWgMsE$aWcJAC`(i#Xk z04}qgZCZ^7D*U@B>Vlwg#Y@a>&wMbcthJtv9vK_5haXyWf}ohr7XnKXuqc4qOx7N$ z_pFOkg&h6#_-nnzy}4Izqq0ii0Ta=S_P}!l^a<+c-EM?uKw2A0f6HxVLW=qqd3KrJ z28k0%&8e20Y<#Tb)XuO?)LhH26XmXSGJ7&B@(QUrt!}L}vBx-((M1RLvm10CFVS5P zAagZ8fqCgd0kepiz#md*S1*q}1|{=29&Pmk5~E;BldUFMi~zzvEp!tv%Hc^Swg39@ zIC1=|RIogjE}ERTY>gZwn|XWVo~16=MD7M6_pj)vkYY3>>z-Gh-2k;Gp!)k=Lf@V) zHIjNvAhTj4J3c;lLDB8U34}RLAl&zHn>4x>sbQi=j+2X9wPg|uAJ(U-UmE$I_44xA zrXftI5Lu=;s*+q{t>ZG?H8(1~Xbnv~olb&mbumi~nbaK^j6a4rQNL6lmr<>}1nIRG zC3cC#R2-#KL|BqA9hACqhxWUBli+2{O{C-~BB3OJUKwf5iucmXVZ$XLAX!dIQ|Q82 z6rmC58jp~`u}GPC=}ud067}K`5FHQzP*Fl`E;yYa8#k&a zHfH44|F$ZlwkHdHdAfaT&NDdWzi`K8@vif~*^0ouMt;P*2t#Q$Z>J?2biyJ+u_<@K z6c6(t;0xTd3Sr;Op}e)xadD@YdJ}wjOFUET8LEw^V&gu%D0e}@?Z;{q#FKzxqYW(! zBCxv^AOvqWWfi|}3@5Kawu!tu6C+u*x{EV4(<4uFG8HXVqhOzrk|Nz2hu>3Zd9ViG zL`R=Q^R-QN#@nE&&Qc`Ek{26Vov{5CcKUQ(xy#2UGpGmCldg-CsKS4!2FVjcTXT0~ z%_06IMP_m|g3oy$>}%7%%Jbit2+1uWQUV$52r)}=wPu(+HZ_~GINNC3V3yVw^Hu=t zm90o_tF}KI(NxH0c&sFqwoj8FgW5l961JOke)XO9be;0V;~Jz10=#nN$~Ds0pjnWv z-B>+9Znl4tTHWyo?EO)?#UVPyCQ=b{mz{J=-b$bo!HOt&=QK4l$|iv7M30=u?uvxnG8~GzzCXCWl-q!3#p>v&krwd)@3daT-LhBJ3r$;P~6Qw5^gzA4Q&xI<^EqXe#XesvlPXH~>ir9?}B!3V#Tz@NHN zxl`V509Fh<&f>sE`cnux(!fvqtuo}d1>|xJpK3n=KH$Q$97gxw#*ZnpUU(6UL#HpI zT^ublKU0GKS>VB`qB2-Nl_))t=42zcx^ZA?QJj9QlAb!!43RI=oCue#ZiZ|0_n0JLSiOn*?{!D5{?KwDx#s8M;^JKB;`@B@zd%X|11^kgPyfAIJn#IEbl2onM4H2CQq!jk!T>4J4P-QG;~loWt%w@fm@_8cV9b4yid=v6z- ze^l-zpZ#wO&9S#2!xclHtO6MPVBRE71SQBHwkCsU{Q{sXOfFMxCfH^~{e-25O8ose zYZ;n%CE`2a0KfX)#uIe4z4{Q=D-5kuTwGjuEDfH(Q^^h)@^T2C&~%J-FRm&#Zlm7j zQue1>eh_&tVVkFQJ<%i#=DAhDHmuX*w&L-TksRZ{ie#o;)^A-iS=BRrSGA8UW_NgT=w#3RB$Q~4##RsqB-w9xgWLN z>9=N!Jf!yDzg*hZ>VDlTHGJ1;G`OV{ojbiomux?`9BhF9JV#7%iG{zqKJP8t!TyAN z0li$exi&giQGhS*=Va-Pcu+fGWNoHqe=Zf}^~+N+Rxeo@llz6Rvp;K)$}<*aJpi$ita`w8)!Uj%reiO?jG2G z6;;Pg@`r(*&lqEE_@~;nN|}$+I=Tn-R<2r(;Ug5-ZjEkJQV!gHp&RB+m7mgwbK;ts zrNC^SL(3H<4U)WNC!U7c;t@{9s8)j9E24w}5LUZD)XWbo)EfA(pTxeg6-&V*GLcb!dfEisZB z4V09UB1=kgS1#8hLamV7D+9IaD}-b$@UOJWu6YHXupOd+vnTFp@mUiW0GL8%5^>g{ zGcIGWSi|T=0A`x)B<;U2s+sXWaT~Bj{!xsDdwSpM&R+or2?np}1_Z0yTeu{V3PK}3 z@gLKO(}oLn?C3Z8|B#9Mev@f)`s3JA5(P@~;mQv#&_I)+Lr{1I_cyI2$oVBd)&hc$ zv5l7b>jQBo1e!9O7Tbl?qAQX@XLSE=E-OcY-<}W>4K>}&9JPx09fbdZa8~}SRxAME zPPAg6?h>5Q2>IjmOJaQ=Y0-EbN@q&Wycx!^T2B+ud|~jcIP!c=EEiduE-`)Qsj&A_ORj3iz+}~{!RY~#6YWR%y1yiCeat4zE_~8YDQBp6 zX5hFgb3nKV>kqc9f%TqGn1d|5rz7dtQj9kNt|hd@przKwB%AzruX+Iw>8u{;_oeN9 z)ZE)tZPw4QqsFYX-l&GC;T$!ewJv=^|h}X z5D_YqZ=TjH@(S4_(EfN&P?8*2rZju*a=m!Q;UYV#n1eaNkA0_vTSOzi->`C&@fyCS!!i zkjR*1ii}C2q=-m{C_~XiA|+`gqEJdniU=t(H6S5U5sg$d(ImBBm;1Tbv-b3?y`Hu2 zXaBSBwSM>deZN2I^Lf9o>l}{rIFBRm=jM0iN=(3(ft#+plVR5X{f>nt@6X@N59u{( zoBeu%J#n7V;>wkG2>*i@wfc{mYgS9mtS#_^#4xhC)}m$dluvtBGMM|7VD*97Bq{FS z98Tm!frQ@A`@56V5WDmTHO5)~R{`^i4oVD`MKWbGW2w`<_B}=vGKovu=rPkzU@`3Y ziCK4Dc2#e^PcOqF!Xw^T&PiJ`eTUAt#vHe^_r`YFC5CrXM%qu@7V&=aUZsPDPo0cj zxS5WB?~ps@rDf``m8G-P!%M>k#5RPD__n=b>aFtEwpK5uI1_?iw|c0`9}x z@GTLycIMr?n)7kTz&G*_-rm2OlQnYk^_(-Y>DOltxqebw;`rB-@$vtNO+a}%=;PO1 za<3_}y$Ziw_ITB6wV@}3=q=E5 zf5);vv79$o!zV4QeB3oJvY;VvV$1$6WqY!Az8vLRXQcIJ_&Sx{&5RajMce;rwjF*v zVxeo)-aqfB1sBM3=^ad0PFCGZHmke{`Qj9x30QOz)aLNP>>H+uR#3F*q6ua=9R2wJ zIA8$Q_Xc(krn50 z{oAqQH;o5gPxKVHCgmO+ffy!AlqnBp-|$fYT+^z4^(Jwk%o<>iWfh-u+Kl7hrBH#y z(3m6ZGb~-LW=VKNgcVTGlZC81_|-;Ke23zev|jn#oawx%B#LlxbfWR-(MX( zF43W~PQUT>n>HKEK15nv+F2jOsDGI<5g|+eRZp< zEtZCX1-02Vd_)aM1h?-h=R1!yO3vMFbuMg}dOJ}dfs=~I692b0r}MMH2g{=swC2x$ z+NETbu5KayL3Z({R^s0Z?hAGLaxYXpC(?=w7)|co4*GJ0gFk*31)t>XVNUR?SuIV- z^QaOGA_hm$+R^*J0f27YKg9O`4Tivvvd5wk&l>yxL3JnhjvbsCP=!qdKBmwBwB~zm z=e?5eT^3kFcwPnD zbv1x~A;G~44t4t-M*f@l)=raJ^~lH9*Obc6A3gXk+vqAYzPMhS&SHb8>?U$6>OKkF zv4$9sXz__6{#Sykc$0s;4*r)A!Nkx0e~b+L&(u}_HT<>z|6~6@kcPy_= zW?5GY96}7FP=Z>2y7)Q^4P=c}wzw`ZR^AMcT%X;XecJ}x{mOuiJ_N8<3%2|9gvL^a zXB*Dl1CfL8GGXwatmmSi4%n5{{vS%LIdB-S>ETb=|3ZK#YjXNQta(cAm0eGR+%86$ zSHQRLf}UG3A^n+IFz%k{`~e$lXT0j4HSyKJfB&(2)xUNmxP%SX4B`(KJ2a=a_&fal z;P6s(Yi$SHDlZtgSC{eK&9`?!Uekn>xtQA0Al`)ycM}2tGj=sAot+@(39c1CShewt z$fch>NF%U71DIt@Y3Jt^ygX2yiEQJYn|CR5K5vfap9MvY7Q{~h&}56wx^?H_wMEZf z2fs{b#fpqC7xYEy7tnl_hlA~%KjOz`traQye?S}PU%nBTs3CcQddz~q;>wqgWmY1o z0Nh*2MCW!t3y6(>YX<`S<%Znd>oFtTu0p-`Rv`bILP|t>;=RZAbyLXA>0mUK&CW8b z8}^xwUcI^)nizAAZD;QdY)*y8dUnd{M1S|hoHHM~+CR9Ov-OsAQM^{bjQRV5&QCdR zb*$@AtI)WBDNp&w8EsQ-yyO4;DS2gYvAJagZ-hc5Bs|>wT-7}d^vYH-qpyp*oDC{I z#roB~hWl^R#TigYiE{W=Hn8^otg|zA{`}MD$H?Z5KOH9R?P$Ajz`~NH`MF=6#GAGn za-K7)uGsdCjkkg*2>%VBI@e15C#O=u6@qK~S#A*EWQxM}|+bt7p)$>Pp z^0;nHp;Ih|o?wN(%bRzRH#|gvA||(-RDtLV3d8RLkD0Y=y#AqgR!XBsSD(vk8bNu- z0A#E3{}o%&69g$S;XfIR%}{QlXV01ij97DQR+D^S{gaXV?glbWFHUT!Ye|@KtP7vS z-SUmrNXpalxjXZXhOpLQ&nD+t(rcy%LsC=j854KolT-6u6e_OWw+D6N2z^@rlZ)ZU zkq))r&I`L+cKyEPd;KjToJ=jRxm~6ypx%?px={=y!p3ZtKen*mCt%;dStaUqcZD=O z9dYE~2>LT<5q}2&C?`x62WfD-)$4oxuZN<<7c_*t+F;yL<{+-7Amdt9Jg6%s+`dZu zo0F&-_eLO6>y1ZUjf{-kQ98nUH4kWK+}ES9h(;3HUbY_@aOz)#!M~zx+qeh6-n=-g zsssfkuuS@zf@mGDKd8;lg_Zn~Yl64YIhI;O0DW`HOXycps9kE_ty~_$#9k1KMC}sH zbiZ?{V7-btOM`fCo4I)Zs88 zcOIGzTq>dfP#BFPs5-562La$SI<${ANxTVqEC^V{&E?$#ANNc$ZmvGfL~T~e#B?>N z%Q<}n>+E}8qQhs{&O1uW6560t9eU+TvD3~zSu(^(hVl^=6K@2fz_#sg-71GKxqDlU z36kZ*@2_`TL8YdHa1b#4NG$>45%|iSws-yfq1N680r4FyhkA+|spSPjo1$2+orZVV zAE}1@iGS9;Vo)p|Wy*}e(_-=#1J9uej_}9LMxQ=>;m<>NTChOz5(J76+NgV6U}p;h%YKv0 zv|-zSm^bk8v6Y_&7o39u;_&KcGH+RM<^Iu_py`P#DDd)rs^+>xq*)KI*Uf4*W_=)% zR99QRmOe0kf{eyWgY3$*bTP#ih^2(T}i#W}YBwigKA579V~9~(+gJlLc*qcLqR?TkI)pd{hX z&or4nhNlEQf}bHkeO`?fpS_p?-7@jVm^q1c&xX|130`nZLLp~2m!^+9$eFbS#Mwk| z-j8Wkm$K41;fc)wpFSJMd+$GO;_Krhu#ARKhsIDb3>r+1enX4ZL~?&2i2WkS2_%Z4 z!M$GOEOqSoCrONA3F;&NeK(k!ZE~97kW54xWz#G5KjmV8c;j)GG=h~s ztd85wR(qJ$iK?pxqIl7QS&b_M73&}U?&to*b7DJ$ost);6RLe16Q@d7MB#a7fAw{3 zv$9SJWT@oXZ3p@=j@!&G8{coKxaYP^-4;^C()NitR$QdN;q_SRI+Yw*1MGIc+@UV-g#hnv<<|Hk{1} z{qa^k-6qk<$jj=L-7C9g*AE(gu>15ub$gaF!ly2ik?Rt+fh-(0`9_5VRo)qiH3M3t ziHq-yvbZ(6B4bQ{FDW54Cme`0G$gFciFG@)wvgcNLt1+b;j1;QncVyPyTYgy`YUv+ z(%dSx?jL4l)pxbaYgy&<@hGl58msaV$A5iIeQCOYusy>cESRd;+TRv zi$zRW`D`e*(Jof$D5Q`%2pDg6kAZ>#D5o-fs#tVu6zh6;#+0lZZ>tsjK`?qP_Bvv zPg295kq<%+C*_?ck_&e%l+{{SmQEg}bU$j2mx6oT6sU;#0cyw2s@qKuKy(>Zj3xdm zGVJ*y#PA5g&DY4*aU)wPPPCk9T`6HfXPUt+Gbwa%5wz=%)@zjNiBXD8rY;nZ zjrC!vN=u#dQ-;r0Ogwi)L9ECMRV_Axy%gGiD(2IE%S)UEczcqJEiCZFQohhv<`BKO zFtfjg|JUjGRS3@pvhxPSH2Ow;mNIR>21)86`>Xl?Q>`n9h($}}q~E;J`P%)@bdR2Q z;}?Y_F)*rPMlaT8QB9wZ+yGyy+rWYDUDfM>3_l;Nkdlz$aO04-wy}|t@Kp{m>^I?v zp}pEyI6YC{3nf$PFrhqzc#)8OMU|U%&c7c6=YJjSQr^vE!-hlrYxpMp*=Rg^{rbtPa>6l< z?MN<)&=wX}h)7axWbq}8oGw|<<-@sj4le>7<`t0X5)02MDmH!c%n8QQmY04C>CrEy zk8937n{d}|IrSL}#nvcCpx~>0RcE-+>V>%{kqCJn^l`ANsfP?T0iOueIfo%LE_CX^ z2$lDI(utVQFP06qQgb5^|RmZ>vt|TR8DTI<(A*T;;8RP}FQZN6{g7Q_$DZ z8G8LLu1TRw{F8_pyJ;}gZ0m14o5{5I8438!lP5<28^01<<3J+`XKzwdk-$B!kb)@7 zBCjWoj*h1<%wo--{|@qeN&!STjjBJI8z&e<0|yQqrPcl5@6xAGcxP2ODK-_ro3#7B zhCkPDzyQAM688f5;~U`uhlPeNfGoZ0s*W?Hi;-HJH*Hd$KK(2j-lI?*NCWIvx2|-g z0KDYq*SqV0sTwg$KEtRHXdi9sX$TBOOjQZM^*RGt%R6)7LUZkQavCY{>g(c)DI=%J|9 z{r9h5-@bl*L|tTwe2O8@8dha0{7J=_Yn8K{)cT+}GLQg{hQf5OsGY}VfLYt^yaS_$)Vsw(#5BzdbU{Py{0b#c6 zQ*JKH)q8(t$Ch=qv5;|gP_g_IZ&}m-dl=(1nv1tgn;Zpd)3%ZT3qKp zWB)ilZ{I6b4WnB9o616k+6soxx>Hwb(8we4l|H*bFAs*d{O#%~;-dSuLuB9FX# zd)-K9|JF5Lwy%#saITO-MiZw;b&^1c6|z!D?j%m#hoE@4?r20cd=&t1mX&_{CTyNI z5e->=*Qex5j!J4#usrwxF9)1Kry+UmUO?G`SE~Z;;nj$U#az}d1E!whLiMU!xO{mi z%I<npnX+Wanz{Un7f|(P8b#WDU5rK@Q}Qgm!{Vt z;^m&7x&0oN-SkdDh%yP2YP5(S29UEu}HP=p4a zVbB0bwL>IY^JeS92$TWpTENij6ynknA*V$$5(2d774kt^NdSkWxqCwQ0d0KcNt2G; zzdwUKR)wgJs>R*s`B7i0zaDf zV>uYYR)Y^Qj}yc~i*WAXNEWchNe%R0T*n@ltT!=fg@hp` z=w-h#j+ z>?K1PvsiGp6} zYS&ieb^Y?mUEF)J+)$00b3@v5M|fdKzN{Ft2?vjjyg8IK9s(=4S61#~7qKhyG*1Z7 z(G(66Q>zKo5EJq|`~0NxlK6xMn8zI7yuTw4>}%JIsHYU8Rxqs&1?PY3HKqEgd+ zV^-Oziedeoi)7AY9<>qfo-p19V>#jID51=ere8aZ6Bv>@o*0Z#E@?!r+IFJM@_q!2 zdg1y`-6f^yHY~u`*BQcMg02UFXF|FyCNW(Gsk!js^AR7Ky62m$xUWQ+udRcgoVHa> zUA;nF4z2E@oCe1gdPNi?&w1?`Jjv77arZe;G};z5TU1kS9QbWcWg^FUrEPN34l_P> zEzA1AfuZP<_I)WtU1*00V^WUEXM6C> zmPg$ZkwKFrg@YNKSQo7qG(#6xMSLwOX)CG3shSrrjwVNb1Brxn^uhCNoE_SXmz#E| z#CvB$TzPxzuSqgU@o!s_iWx{quSE^aLI%!ARWPFH) zeTgKsyRt-9O9#C*ZC%|X?70cGZoZ(5_T)P|5O6zC_tTvo?jnFQ{(qB%N*e6emb~Uy zEiV=I+x6<%+zRh+Y+juRWS7CoqFxUAJyb~d(>t@?6~5bWoC6sUWrJ2&XU(JitpYYU zE~SBOHeJpWxb4_y9YN$E2y6!h>xkDiN_yc(ATJZvF7vxZ>ZY>HI;v+>RmUL|0`LS4 zsvlvE%5H5EvkB*eY7$Ye0SuVT*Zx_E!QKk2ri9HTs&3D?1``~bZKqD3-b%41H=8R& zog^f{M(c&Q8@6VCVo1{9=Om_oT2KlGqXtJlefAVG;=!9pK1Bok;BC-<^A zO!v+9?VF6l)(H;TCH8EQUgX}jVRGU|dm*&EKy#pLw5I0h*1dbHpzXfP5mBaR7pjrM zZ#pc~{L~RNljt*#@pZ)+OL2+M57oJfaX>rntMJ9ZZ&;G5W+vQ_2uA2yNl6eXmX(up zWg<)OT>ywHbbEnlo+`{+zPu}^NCO8Y{Qbo~$?oK-t zX^}482-Yj`I#h35cr!vV8E>pZckbNL-lX)V?qgO~yQuI!X=qem3=W=`9D@#8e0=;3 z%xi@77m8wdwDuK_HTYa`$YygaK%@vZc4fUaWt?ZZ@vT|k8jLGReepSqFWE1ZKFj~koi>n5P^)x^;MCbT~6+e{_+S86S zP!-7+C2vs^C}@d0g3g9?tU+fU3eF)&TuC=HG$6Juk!-LvKrdK#bT7=Z4ueIkCjz%a zWtUhk)enwQx>lAni;=(XQ)WKD85{TIlmiP;2z=aC!z+J;e}PuO0EnaQ~C? zV+8t{^phwncegY$H0;FN7L^Ur7n$qB5fMs$WAqOL=5!eQ4JFq{Sy_GQd*)FIOMLnr zEqXm7W`7^aJ9M#0j+#0;-MLaTMM6MUN0FVG*8;m}>$}LA7b#JkI1lkvffou05J5gF zW@n~|LLL^KbXCWgXd5OraR+{nMtAc|MTG}~e$g5sm2H{>UK>zV7h!uvJ5P6QA8IK^ z5?EIWY=92K?Zrw38Vut%+1Y1#L$~hS2}O1qb^kLyJ_^^rf4n(zxYnC?G0l?;9Slz&F3 zOv9npg_azPvawp0RLk!^eAq${r{%hR8wX?n-cNS6w)IG!_wLn;&*+Mbokgcz2f5oI zSNzr*utqhC6aiK7P~B?-0t3@YMJi*)oZz75!#x2ETt)Ev6;e@~zkfyj!ODA2B;zfS zC0%w#`4CD1CypQQ=AVcOiVbRcwcpXa#`>0aKwd6Q2KZG-H$ z=d~}yHy?%LV2}!Fn|{$P4uI?CtP;OUVVcX~q`~gF`@!*Jm;y(|7xV4J3jv)$7CBXX zU((ndBh){$$eBC>P_1g7I)I$*w)I7FbZ zMdXEV#l@NwCKvm7in}4k?UZ~ssNVNjTAHx^WX)uxL+0wQFaM!kv-;U|FDNX0LMNs& zWlCM7DYws|#mG(*D&8 zN|%CDN=S6y%gWNI`MpfN9{^6gdHlE_gR?nFr3#ONBa}TeJ;NS_lm*yc7Vy78Za{T&dUh^QH`Z`|+bchk|*D zDJeIO_$?qsDmYA&il}0bY)7@xovS)xgl2&{a{9SganZ@XqPKnv;0wx|bZQUCm0bV+ zHSFnTD4ymn@E2j=`w&8hX<;RDfe#AUPl;nn(R(u{2A$g7JnGr;bLk92R7Zkd$+T@o`Mh@KG|>LQM!MHz%)DX8gYzX zotxs3XIs-58ESE8p~+Wrj4w4I=Ym7>D-Mje0>4=B1lq{RRB;^m%ipO4%{FZKr%mpY zxbKJDw#@LS)Iot9ipw4z9?Fv+xJgYKH|``3$5;^uFA4!o_FGfF29Kxl>+b1Z{FD65 zeE!j1&ECmY?&2Lidv=uQ85$iuf$C&gwaxwA927v@ww>kXf%i?HF@xUqyh56aLrTpR zjNEkVKNj`cKsPGjMFoE^uQ{}9^uK>YR4`=y&#G11zL0F{}T zigoldwR56aJ=UpT5-1;c!+U(c>qhfly^9!gO0mg5xjGZA+sWqdTmUtOG!%DAGmkw> zH)=v10p4q7VloHRmM%3s)BM@<=QkJmj^49>e+fNu97c6?r-7VW7K?h;HGB^Zob>Db ze$U_ZWVg3{IEf)6-@+Qi+LzL7s9Vqrg3vN8ufBr^kH3Hb&03-awXr4b#IKr~%g2tj z6@7zO`tut0;KaD_#k9P6T3RWK^^f=ZeBvMW(c{$0;M1WLi`Q014dVDeRgEe@-ZwyX zTW{>lW=l&;i?>d4U9x=n7LL*Vy=9s}%Ifw_Yc4Obww?+QhekC3Jiiy169Q4o`z;Bj z1MxxtiI`h84p{i|q7b1)es_O`(FHXdF9<{3pT$bx|PCgJzyF#y)V$>MV_tN zsjIr|hx&$wtv=pcUk4ppxMEyl2|R7S);dGOENV6;QRl=y4?R*kZMI8{fUMcHd@7^? zBO~mJeA~`H+R~5AsWM{3QN|$Mzek(SzsdXJb@W(NfWqIml9C1VWzFmz<`1G|4_44h z`ZE4>9*|q)wQE$k^Sn%-y#ogKLF_ZhOrb7{XU||}6Htn3DJzDXOUufvsGGPMV(4N2 z;UG4%yHOxG;pW!kZ$;TA-S1AlKKpWFRpjL_CVhy=G~b|YzxwG9O53D^ixw<6M&XhV zZ^^m)H0(e)F%%)~EPirDGTyxLLieFtdJ7Uu;M!?)FfJP_4g>Ykc#X|Q-}}eaD3~ds z%e}{}eKEtnX{z4nUTsnF{(6yBj}Gs{_1v%%(7mdQP;C(h;)%`Ozp5PS`nx|}3HWwR|?Mi$!$0|XFv0%On7U4_!?TVUaRa{~g|wc-KSpfiCzJ7E zvCB8ucJzr43BQ!Qw~V|l-Kv!}CD`trl=vi5+~+%!K8OZM>;{>|bzQwl*>gq%1C_V0 zU!NkyzPG-eYWKD?LY-u?sUjRka(NaE;OE-@iZK^7f#FjuzYAE=r83tT=V%%tCH8VX`GMrzKBw zesNc3G4XrL{Ms!YVv#c}g_>;@98lWzOvRPdLae{)Fy;as9In54y1+z`}*|NJg{jL?qg}W5?Lr35k*0ckiA6bh3!~!-R2Orax-f2)l&kf|l!iu4)JhxZ};>^${~_ezE5`TSk(r68af8llabH&@oxJx7I0 z0Ms;MZtL$_%;_?uFWocg&huw4VH>Tjtvy6Xxs2XjH^z6g-eFoVFK=&wQvLkdg|Q0= z)1SygT4|3RWaa>C%tIcU?A<14%tI0PoH45$f)|lcwgzF9?a@OT#^~u7%M{bX7gl5X ztY2ZjfJ#olpi9;+(x{!)CqX{hlvjM+=s{!Zwec#|dC#%p5Uz04^_G^FqLW2>Ns9BY zNsSVXJ7%}sn>2%x)R^&7={bmz^>U2SO_I!W+)trAb=tJA+!!n@oZ(k+lzD%h(Jp?- z;DiLZaOu+d_Vx*yBf_A&h?x)Nxfunou>KWN|a7 zqeV`8y^k0~zCZP~TIzeR<^-rFVk9&7Xs1WQAd4e5+e?8lU~A&!6GC?De+C5ta7A%e zl3oRdgkY3vb6B6>`oLfB@rGOWF1xS@#NTXn#2mr>&d)@Bb=g-?pFv?Vu zm|CteFmUB}T*O#_kwvfHr;Bz_Y=A=^0mkN$8Zj_TS*WoL4d=GV&MLHF@BV_48}H6=M9xEKlf}@(3o#ASl+5PRnC=YXlfqS zTn7j!!Pd`Rg#t5-@%uaT*o9_aI10>S@jOjfIj8&GPk$O3 z=;;Jw2^fZpG;c=buU|((LWYa^NO}2oiRq)Pirl+SbW9%--j<1X4fP7D-LR7{@zAA( zp3RS4LG%&`Ki$j%uE4w)#fJMn>1s_Tn|Cyvr8tuxIkGK(?Crl>XS-BJMy;Y=fJV@? zcr8-a7oJ{;SJ4oa&vS7q(8$%?vrL823mNq((IW#MI%^#g=7IkPYaKg!1_X5a^76cY z?leZWkAa0qGE4#_+LL$R#5)G>V$M*fFAeje0hBZ~HHWlkyas0`2~z;(RM^&JSbuO8 zgdt%PGgLL!u;k%G4bFWKV==jp?~F`sb*}32T;BIRk(w7l=M=Z=Yb#EDefB{`-A?+` z^dd6ldU*8d^%2+k(AvAu%>Vh7sc*Lhx(aq^b)s zo|&&-%To2sqwfa>0?`+UG9JFN!b+R{4kHz{vTxrU6*#a){`(%pKQi!4cj(PC2-CgV z9n9XDW?LQ;JqoWRU^ap4ZJ5^q3uzDzRh4d1={Fry{@y0&3iE87tGIEl_Pqa2*rHnh zhsB2TibWuYL|OrG@vI$H=3ZyyATU8XY!h6VgeM)CobWci$ZqeY<`|Vc8aocP-~o;p zF(Q9}<7&BxLI+T?{JWBQ29}UMj`exomTFn|x*>XGxw3Y538j3CQ|He|Ml0eubAlph zDBe;GYm#t?5pyizIsu>-^}5Ei-|g5~XDr_EHG4AjJeG0}wruKmLH;-$7Il-SC|X-ssTQ zsP3g{k?t~SLn9lBX!HRCdQQzakC}-lL0?Eg99Xhvx@{Jcz>h8$cUZS(&pSk#d<19i@>q+rG|39olnx4IT60^V;Zf=ZDt?`jDp%U?EcD$9l@}FD)0a{~T zCkAf}99%&}h1JNRLxh4AGJN^Z zIS$omyAB-=Q{V#{56wPyIO%?6{+gOgr(>J$bH!{aW&He(GSPykFN|QtKLgU1CSVogCWh)GwKGV;PR9m4|8(XKJFo{I8lw0zD_Z-sE_6ab-U4} zJD_-o=r1on+xp~#v;m`r4s8V)b-ucyOI1IEn_<_(X9x`?H!EFzEHs2W) zmFH7;TNOho+-6ZAkqUazf5OO-3+C2h;o6n{gZmH!!PmOwZylqa%NaYN_8sQjnb4q~ z!7U0svEx8_f>DNB54Zhm6uYf(-HNNaVzkGJv9Fui)5t?*@#^}( zxvMJE*1jy#+xc;^IRG|jfzzEkQv?rV#bmy^$c`AE(aJgl?q255)#C;r{Kh4w7sil= zIfJ2<<=PRMf~yL#RW<(N=Oekh8ygzFftl73? zPwuBryNgnLMR#bqm+~g!_IZhQ%DDxaRSO$xu7*`hB%~K%K=S78+i1(8)YCp~gO=3fH}Qm?YCz@QQJ)6jLT;0~f zGw9Xq4-4-Ryd4EGAamEU1BgBq80f(W>-dlNBx|k>@x(VfGgEJ4*ZJ7~`xW$+}}PSV3zJ)LcguX+L7atH4>~ zd#@ecLF>$!GkD_tiv8eIr?FbQ{^oyNpO?wWj!;NRhr%S2KhrMCCTRQGFE~PcWv0Rr z{72)3&VfZkM{)JRk2!o(!6axrk1-$k_U#)yh|2`OFxpU@a9fsr)~;SN@?g5O#+o%} zvJ&=J7iuvzgx>#!uIdrVL3K}m5|?-oRC7_U@7SzJ^ej0xzEn9XNA*(Wl!Ad9Hvk36v zl#p8L%g@<0+nW0fTCm*Ef^zBW|m`mcJzlz@D}(U zM($S%+c;XsE`6098H8|DIi>~didggNA?5C3l|>i=e1=l3Te)tPvSnN@DW}p_?8ot3)^j&`mcm|j>XLJ__Ss|^{O))V0QC_|#(cTUr zwNP=2A!(-b3C&L&jG8-WE{zl;3Gpi33z)z+fpmY*&z}Q=aQ57}i9?4T=3ge3OvG%^ zjOTd{UPxN^0Q(dWXz(_`0a!aU{Azs<`FLs((RYGfsqgq0BLjDf zOLweY?be+;$JNemDP8DnlDgY@e+QYtXoUGch~r7aiEWln+s8ik)rcrJDb&eKq0Z7{2Q6)IljEA zjUz$bgbOHonnfXp&z~PCn2YdU2<7tR?AD$2>i;IIH09Sh>|PASxnHpPFlXq_tr7O1 zp0FG!bTLLWVQU7?-V>}Lc7bOLhi0yvurg;wX#C;ulA@xEtU)R(D?{j=099Fb(4do) z;9m(OyY}y2Ky5i;*B1?uvhiFKj5T(i@N4V@?nE$MrPu{^mR_S*Uq8XG{>O)5MF$|X)`nj6E`o2Wk@k}q>z%N7u-(S_$uPm&4`r0g6ImU zE^1RMszUc4OFv(@9#lEKK1y3gVkBo_^ugF3pbCrlKD%2J4_v5d2h7;l2}BXpnEB!a zmd^yCh1)A=h#(2O;4fez=vFu(YVOX73`!-AJg#j6?nFn=CbF`>)`hvrgxYvl>f_Tf zyBRbVi1r>MVk$2WvLI!T2A<a+F(ky9FFPBEg`Q(RUtsNY{?wY{c=s?Gt7I{zXmT+}ua>;;! z1BEXzEy!GmtqLz;(If$^Xva&Z9Pdl7c)5i95JqVv*R&k1< zTdm);N$j7Rs??rr>fzIt>MLND!yrzxltk>hQ4Ky}-2yV?32c?S86UGaZagF}k77=- zia_{`Aiawwh6Z#!Qe$%drwLT^gK9slFiKfHqIU;}o?>WFS^1ExETwkZm=i>-5o>Zo zn{ybn%d)E|no0UE@gCW=aAK|;M3*c{ZT0xhwhupj(?W#@jE!}Wkt)}a%B8>fy-)y?0G-}i#YBhj~=v`mu2q2xQ zh9+nNM^g~Av$C_3*x}M&vZ8*SPeo19T|4kY_6+9v>HBk~Y+0m-Ry!0K`9tYueTvr6!U@0iIzm-W zxwn)&!@bI2HM0KCpUb>9L5E|J7tG4Hsy5L%F}rB-?2DI3I=c{4&Si6eoxO)JskK9N zR)pw8lN#mLHs!jF|(?!E)*K$!C&7VAw4V1<{Cjp0fpT1^6XQFd7if8mJo6mt_OA(@q4L86meO-)LjuS;~UuBKU_SElJKwUvs z7jQJ~xuz9OCwZ(JHf>U1deK1gnDQ)g^x%@kFrzN9;l}bo5O^(8uAsEE zv>N$=k@~&mm_|{uRskre?Jey|%QbgZlo7?!Zc67~ClA%%zMFCXS(I0l9Wxcgbk76^ zMs4q=TR-=>n_B_>gAH93e_z!7Kzw36i|6FR>W12Q_~5TUf4%?#sdtXCSnC8zhA(qo z;Vv%caL{g$k=cny$-Ah}1p&;a17)lSMd93B+}%RecGTH9<}_zkng+)3k zM)Xj*AVOrLg+wZ5sVfcd;~GIp;1<^&?nwOpia}zTj_yD}Mha=uODRmaSEqq}q1=Q* zECPbv|08?&^{rVqMifDzag!NcGyc0sNdP6J zZ@+$8F=KY^YUpCrUbZp4I514jCzOKfR&?}51+7beo9-(f9qpXhpYV1iG_+*K((7r@ z$Llt3;a|Zr1mQ1aH&8SxfFuM+i0*4N*fyL=ZJ@12??o!cwYYcqIAj2bIZNmzfIs0|Z#G0{+n~!0qJ8D=;m3 zbnm{<3-K*}y9w>+8rBQDeap_x4IqSU7IUwGwfr}0ET{%e-Q@`G@T;z_&p-~Cpvfuv z@FfPo*6Ox!?c&95qy)hQBe!c&(QysdS-(woGO)LAp3!+10C>DrNf+YIvu`aH6|V{| zjjn5Z(qZ%ZUF&5x?Un8OUTSu~`MI+5J3k)#zZ>_9{BrxN*(k2 zsL@!9Y@=eGvm*@dUJ8EIOFOrF&-vQ3Z`;^AyqWx+E8(B&wZLeNhxHHy3B)iwd3O3uESX@<-U)@px@E$%K8^q0^@6QwV56pBH}tYKI~jE7N2#WPwY}C<$aM*)-OP zug%_uA^jRkjPU3eu<(y)US84BUAN-?aJVs%tCa9`9Y<|4nxzA!F}>Yb0qQAWuf`ci z!psj|TeZzS<^2rL)2BzGnl&0_q@}Tnt|xW`8_(JK+0Wju^sZlNc7Y*;6BxpNe09`Gkx!9u8?Z?+RXW(Z?C3&fLd{=?D%;))D!{>Xxxpng@)~BGqZ=ie349X z=H=!Sn!}(=!*R&Wt{c#;+r?(qlV34(6P3?lCnuzfh4cAlSPZBdc%MK25=9KrPeFW} zyj-oSHJf?zgh641x2N=7d$*^DjiTCy*P3>ef0wBAC(a_b#Ez9#)R+!snh&2j^E_>w zXmUEWkp_wx!H|`S)bD`BzmGjy&;0HLFU0%QsfVb6X;MJ->(>u2Cm-bMoY}D15WU74 z=K3_&$eGuasswddL4pr}tr7AZ5#d~7s=56)TFaCK+h7_Z<)CgttDQ(8YP@R+rXN=ypOTpU%QO-z%? zhgKXves!Q~>Te4b|JUF5447pfP+e^qo33YMw2WLsveo@#2v{QiaIC@clP6bMY5Bk0 zoY3634L<~BId>uIkYRRX%^3690YGwZ0OER&Srb$|&N*EDGk{G$oSWS%hTEr((w{ka z3vZVcx)~-P70xjrSJ4A7)m#JI3(GIDp~3IxKx!LP_92A#6%&cv6&ud7xOGHU)iT93 z&{B0&%h)kv=3UNUHk`%}Nnv7O60L0CWR0+a-E)~;KDMrO)un+_9AdF{Ew<6Qh^*aR zeES_PigCG9$ODntP=gdd=C+ta>Vzr9WEn{tmDY6V}Lv}nrW$?f#Cg5BKQ zGFt~Mk`6q3HWe|frIwZ|@Pdl*a8lxG<7m_~A~ThV&hCBt5`OI7Hc3vkD%4BSV4C2$ z5TmG16}5lM@?Nnfb0LQ0fBR;gR~Ho}uIbV=F9u$oXZ*xNUvL8LsD@iG3dg z-WUZ@i6Y)TDIhI)=B+$^wNvseRS6CkY+9t#c*mZc7Y zmS~^XV|?b?)Zb_Q{GJht&P=l!!T5Exabi_t#Ls6(zRYP?{^LhxaI@GJCK&P;cM-`b zkO`MXAmAo^^8sujT3A%fn7%BerH`y^&}VO6HIe--{0ng?$@2uKE3}os5#D`_tfgqn ze#h;+5*K%ddjhX46J(6d^g z*V@-g|L=p;X>7}gVLJJN*SV0wA6=dyP{!!l2v6&j^dBhv9bhRb>so$#a^V!e`D0n_ z4}H6V(@ixF1#UfH2TkpU$>)TkDdNJHvUkN=Z~3A2;msu_CC4(&AxE9z8$&aC%5+M&z=&n+%{N!*=p4>8FM{-c zk;}6ODmW_>F@TS;)!6{cs2psex@L^;!t?lbU?!{Eo7^j8RA(5^$xUd?`#~x=&acw{ zTQNv?u+uR*rS7t_8gz=puVM>_<%(YR5=rkhLKooATK8p1?jNEwFK?yzC@e0v5FbQzerH1r4EzK2#QA;k&JPbB_jN`-b5FJEm~dIrbSG3~?7~YNW4MWaA(=-sSl5 z4UCEVx@%rrr37JAn<<+ZIZNsQ`;3@{uLvTC935CX#`BW-1{keN) z%g^9@4en}cYQ*%_t4&i&9p1E@9q_PGy1{r-A@m)z8mDknO=1oFCvELcAxeH|E8iL& z;Y+kQMzSwh_q;Eg-`lmRgH;}F*R z9a%)<`$I^1vPmTa#V(|DGIzM7K3>rNh40a(XD3&!GmUWQGGoSlg9wx0gA4515ArF> zCzP%k)0Q-#6GEhsNH+?X>6%9b2=?HMamSZ-4N4!~^hCHIi^tAVur z#HRI=S`y|8_^r-B&yCS| zI)NdD#4l9LdW={SL|YC0_9lA+ypd;&FuuKy><=$NJRVLewYT__+$^1y3l!@v^I=)PYphKdqPQrAzr_~YmMqWF=Pf5Ez{O?bY`gt&q-pzZtC^iOEG2`Ogw#e0mB-HT? zO(3h}GnY_RFCdfBGPv-xcr)!Lz#KY?7oSA~fa^bb`t&#rL_7JN#)m{P56Za!8y=&`{3{Ag=hW@)!41;! z?v}lMauuzptI!%@#RK|@=tBN=MSSgnr#JZp&xi%9_}8$szwUKomXgw9N^J4b=yss{ z_M|{HVKy zdF;(bkzGd)vajDT;b86diy3B5Xqb6A5CQZA3)X~uzu&ggqC@?)8fT)-7_s}|*T=`4 zH7|D~?`XFqzTDh{JZS>c8!?sn?c|@plR)I{vgpHTCQLxFRj+@9&e4%l4ZhTs-c}%> zo^(+8cuTEx)7}fO<;;>1v5r37J2Itick|=5RlW({PYN-GIAN9>7oGLs;2pmHp+FY3 zjKBSEl+%03IDHfxvC+gRXKFQ}sY1ovlQ~3ULF&ECls|g+KBWA%t&4MY?XY*gFIyxa z_)Lx`YGf+jmuurL>{02`0Z9y|60Nb-&*RIdaCVA1T zQm#<+p(wR(<~X;fNuceSnnqj4@TQm3i_vL4xLmPw%NC)o0RL{4_j;wkO!$!de&%Ws zd$%>6@an(t>X8-vUs={0m};#DgqKW<8Kew@@jr4mQ}@=5ets(r8=JcZOUJ9LUx1NHK`f)eK@oeNk=FA@y{AU9dY<=b`{b1d2I0$^ zmGVAppUmwUARIX4Dn6J^qB-znYWlUf_{!(dDdSpezd4s&uh}@vd)kds&r+#yK%{Kt z&!hK0Wa27bqct?#ZIcR_AfqKS!TfV*Y3Bxv(C4xScqrV_hG~`{>LQPFwO6`mRFssY z%}3Zb^YTT%0Pa4RSOrJ(EHPP`fr+Y1Tfyp$imzT2>F*4cg`=wXEn+JNv1L7Ut31-@zq&Wx6gZxq5HLga56lb8)9KUBmcl zq|+5OyFF8>9EOgDL7|$8B3d%WS%{2K$(1tJv?)nvH4d$^OC}viwU!WDu0hcxGGz?2 zR%Mq`*bVlyWpZUi?cdwznm@queed_a@AEwOeLwe;%zkH>TXp_G80X48?tH`gcQ!xw zj7FsygtY<)i#xI#iWD>9;0Ww{?9V5G<4Sueqp9$)vWS-V;;|NlCy4 zc25nau=X)A3n-MgBZwfU-vj8w+b;zsp<1$4hh)};WdS`i)7ahQ?1X94zCZ^jbPpm8 z!2F6fTr!mru33eFNDnv|=aAf9(5d`Dl`yA$$!NB7LxWpDf^6nsaY2Duj>}2Ejhf}- zcL`tKyRXwayPuw4RN1p6?aiH#kToe3XEIfJ>^ktgBpNxDT3K~r9_woGqc=1SEWcpY zMgmJF%ky1_HptI&DfP9}R;|DF(Z`4Ok_5Y9&e+-q!}<@t#f$FlAP5<;)S?_NJKfl4 z=am&%)Wn0GJB)}+6Sv&K!@y7`h8?t%U7fXmQDwZukS9L zurIyP;}faes5y~|xCbd4{QMJl`se-ZnmIS>^TW~B;4Fw-Z=>xNWIa(q@TC$` zh0ORjG5<6T7~^@d%^WpsLEAI)a7M%v)1Gk@7 z4j^S})i^XHyfk2~mg>8IRZ!(i5cb-7O<$Jea6?=R2}TCPk#7D#Up9Q6-$jp3it0Pm z4QfrzF-Z<~p`qN+h|seSOa_^z5e()a&O_N#jr&Xcck4k^x<6Uu~%(C8S$l>>d+~fL+n~W|PK> zS_5#1@jtahZlPlk%!zqMo#>v2RUjY${|M2=U=tCI{l6k2BDdd|EGV zOr8MhXG`1<*YfsCi3BJYRyFwc9E-D;_U{eR&MnK0wR;4TB#cOI1{+X3@$Lef5K)$f zILs5wNt}F2G~dYgZ3jp|$V?B;sw@K^`8YfxhVW6Gk)Dwm5+#%xzWCXnAu5xL3PV5V z856i;Z_we1Fiz<|+)_s?|5|_erT@_YtPXk%eFq-Eja%S%NuZBZYg-W3$v*NW9K@ho zdePG(Pb&9}tgVDb6#MTkwSif>vqU81CVry3T)ZT2z3STb1s*xhU!j^o%bkuQ0Ozh6 zgl-Mt#URldUdDh>69~_3P!cpA;?A(AF3e7;7O;x1?__{LAV`MDUZ$NT#Nr7mME-d6 zm@%Ksn|G990fz*r44*1TM-A6S*bK#g%kp4*`RnIpvK=KLMmoFQg##z@F@OZ zBa?L(AG{vaQhYCPEr~F&V)hza?V#q+-iroY2s3f8xf+;4ZHF|I0%MrapXg{=WoVIz ziu;8Fv>$HGuUJFj9q;86cUrM9H0S5AqRViK4k@}xP=$b{22}W@Sa7xbnj)&}>yfFY zJnlJV`)}c?A@@=fJ=!X{4w6tN{GsVGiT`Q+Xgg; z6g9C?p+ZpH%9F1_vrLtdT7O{H zKT*O0I3n3Xv1VJRm`Zwq+(P5tE17Z4>cO}Y|HeFZct>-YHUG?zju=Aj%h;>VK}@z0 z+eI30OPVCX$5gRpmwW93J|*8pe8Sq0VA>W%U5p;%IN3HlOP))n@ry4xPGU7;T9d3H zF*JZ9XDZEPxZilz>IE~7zn@O;1! zs`qmcVfQ1fEcX#qTDZC?FC@C#{%g+U+9`Mqtt7-_Z8M9y@KW1YFY}eSjnc|=CO3EN zk=i{C>*2TdG1S5){JV2wJz+lJ0!lJ;Goq$eBzgg(v@=YQ3Q` z+uJTs467Y&G&pBq-iY>-HdYGF&2eWKIh+(RMQivv?2(oY^qwJsRFJ%@fVwVJx zvaf2BcrVtU67_!Z-~7t2z@3aT5Q!)}O-^p^x6B8|xYDERs)VAxD){ols2>8V=gVI{ z(;r#TIjkvl<TqlhFC16u@=k?qOkNjz88t znkj8OwV!=HGsMnx=sgN3;N^w!Svwz8N`a^XuE2Q%+<| RYZ3#1q|06G^Ogne`ai1=@7VwV literal 50009 zcmeFZc{rAB|1WwMm7zkSG9=Q3GNjBrNo6RNSu#gO=FDSC>Jg&QKvHRtGDha1By(iQ zoQ#<>&-Ul^yzlz$wf6B_$2#_2Yp;LSeH_n#`@XO1I!VwLZ$iY_E^MSvYp)?iSb?7ckXNGuF!W%`wnjHG=9u*^N8QJ z^`=~9Tlq|Bg_(D=sbrOJHrXm=CKj$7&YI!vJrgxPB>t-6v&2Dzs^aJVzcUl&Gux+Y zVy4eG%(K$^?(n(wub1M{+jX22rhmQ8x<1I~`S&aE3pMM%|8QA!cjABf$aCRq#}xkc zVhf}d`1c2DE}b;`_Xk3bo30M{_a{Wzn05aBffv>P=Meu(2kM!3(zkDCZWWpE?%K64 zHK54kV^-GNeR1A-zkZpBUaq0eai7+5-piGm{A6UA&C=5H$B!ScrPi-e2^Y8)6twYx zVQ&2J8QeIE5V^?{(YrR?ZnMaXj~Bo7cN@-Lm0*Q5e5ABP;96;WM=dxVcxE zBz-JT*mltTwbbY79xLWg*4EaH0cA@U(-nE$2BI6ByT_~KPE&x!`qm^V0eI>Fw3ePqZJ7bUtoq$kkaKTpTIkU^~{OBrYi#C&kOdGnc`1!iy zKz)Zlm)99*ag4#W&Q0?8x~CWqqi;`-T&jJ|w0`}1BNLO=TefVu(weDh=H00F6vJB{ zCAH<$)vXADl4Pkz<&6~lPBA8AZZyHyV0LV!v1`K7KqGBGh>bn&9UP2OT!`S?s{u$<7Op;~8f!N%<px=#-JdJ% zKe}u8ZjH4dD;^vPSnQhG9R+2 z^$85zuy*}cpPeUyC@zZ<+~6BDa_r?-WHOIG2^6#-1zYXMsXO@>=C z_@>AI{5f*`_}c93?4O;T*YW066cG`TZz&f~cXf5;*VVD)=H|LAEl5;GN%~#g6Bg;#R#+b3VZ##GHq#|YKXTkMuPcf^e8(8~CvF;b=r%zm8 zyTSH%&8`JZ=^yDfTtQrNL2Ea#X}G*I%yzj}TdR?3QAhXX%NM%lD_5>Cva!Xbp2mF+ zKcN42VWE8O>$6AOa=jMaJf<2i3W=^kzHFb4k6BC}1=qFEt zaMGQ>zrPxtnmQi9y5Dwb!SzaG@)}`bVR4Tcp{5U(udXg=zSZi;zecrH+;&GxYb(>1 zE&gU@;T;9n*Y&mM$t^4{R;Sw--rqck4#5?48;wUV7i18mm>rXzx3C={nJ&# zT>D0Soqm>+-@AA3)a1ChxIC6-duNvBNB-1l8ye%hC_cSa(WYPTa_>EG;7giSvyrv6 z!EaMRy|ndti&N}3H?Xf26cps$vuCHYGzTp$?abnIJIj~S%F3IlcgZO!)gLUiU0hu| za4A3XyydXu{3Zt)I`5s94VmVWu;+dD?AfY>NkBtzcImm z>}yEilARws_~PYD;DyzgSVg{T=)YmdyEP@Q z;new^ioAtG&FL&@8JU@M zJRypgzP}6{?W^ADXXWST=lkKqhaIc|es}|a;Czox*q{D7{+P?(U;63@uucuPzD=|$ z`kTd9k$2N)lcc*39=uLG#k+|Xb9`*1DpF$SEd`!};^GtCcJ}u6UCU8nVY~1f?!9{z z&Dt@2!g@m^BKBZ{DZkcDc{%#4h~Cc%^LMiXPsq1dr@3ODKK-k0X}aB;{^iS;zPRIO z&Yu^sk#io7eERO)e#Ka|j)c4=HA$`CotUa;aT&f*QBk(Nm7IQFCxSSbQd3iJT%%eS zCmkWSi=cw0d}#k}GMZbM1)QF(dl5Jlbxj~>x&IdJ}N z`W9AJy8U`-n=u|n=H|Nzj^HT%{#~7X$lTmKwo*`5)&M{7<)KNiJc+6iM$4r$NzxH_ z8GX8g##hL`OYsQCFeWA@Ow#(dLv3B1=HJd^T_t3YQHNu{4fpr+UAlakR?2Dc%%!S| z3YNj4p*5bKo*hez^J9l`E~z%{1|3bM*|P_ida5+d$bBUcV~C6`R`KSh!cU*p;C+g` zp&}zOw{PFB85gmr-Aj&&#i%T-F_n3rm4!vKd;U1e=>c0>ZcLhQ8g)G0h2NU-szoBM{;Q3UylodWMpK*hHzWQmfv5J=H%oI>ovJ@<<8TmJ5YXi$jInl&cduL4dah_`w*O@I`(3K>yy=ZB?S=fn5wVS3&9(^<@4 zw{w1OAi?<3rM)9m*|}9)1Pv5ksYVHT%-H%Z9lg2!T0j8(0fX#Y_wR3x-Maha1D}_t z9+&1dR96>#i#f_ovzm;;0sYLc>9-YlX6EOqD3y^C>Tew4HQ%zb?mu?}XY&h{gTSbb z9O9I9>(&jn<*+Z#O{%+@U%h%Y(X@CY$|}{WRjYK8FVOPr+}Y9JKd0rGO4`?9tERoF zem8Fx{`j%AIo&2gFhbgMPBb($ROr&T9qYG=D8%I5zD+BC^yt|$XM70aNLWV!28oMY zHQ7`3QF1+(?D^l@OZ!tAo16J%1aSz8fg%0FID?3q3v%?y(Hl@(96SDjYpoycs8FN} zLw2699q&1n?ea(7cs@$X`Ti6W=5D*{p0`SMS6+c=UdG0*^6`*pe7v+YZ*%|t{h#;6o#&D!;XrbKkywU(3ri6wN7TGUCsK zf3<8*dslN@0#&YQR z@p|bSmzI_u9JXQ;5D-YTYEDac3y6;EZO1K{nwnBnR>pC+j8>oEDv9=MX*nNOCSx`| zy)ZjICVYWb)!p5FJ)0z1Lz@2$r0y9?nLA=WOizZhSF?f`WM)JS`RXv!(4_O?i--8(HKWDaT$8J_zsc}^tR@?6{D z#=(SiGeCGbIXRET$p%GLRV`(sRX(p??E%WW8yy{t`yAow#qy?aHbP&nF~zp;TZ{<( zy}Vh0!5>L0Qxo-=anq*NKPOKfGc+_5&`nk_Xjj#b>s-pMa13#s><{yhVqyxBT;VZX z@v$lqzp%PN&h83kg*4`RW-YvP58I{kO~c7t#q6usk^KW!mec5H6FR6%I+<7Z5s-s{ z;Sm;Q8fZu;2Dk`${5XJA9E(UWk>_Yn1`9c|LEMgaD(ly{>Ca) z;9(jY8#B6eX(l*`pMR}Eo8BC_nh!eCGgR?gfr03*ex(m61j_M6{8id^XYatC`IPwi zS#$4G+*t;3o49;;;6<68ofQ%jE1sJi5C-Fj-F6}DZ1wnZkK_3a`(0mxxeVVVO-@W; zAbbHJS~4B!m6Vilk@+ZScf-Q`Uc7k0SN!&JTTkZKuU@PgGQF5#Bg~fn%rF#KbfT@I zm+sc2eg6EJFSy~2`W_1K*SaOUD6?gdc+2?D~ z{Q29lMt5-;f{VQWi!Y3CSAtJ^mUZ0K{#uA68vW-==d?~di?QqcLMc_1mvtGX0LB-L z_f{pjPg|3wY9`mHc1&}6znIvThYufqYiNkrlYU{bv$In(Xpd#WCEBj}-Fp3REH3w9 zq_Q(XC8 z0V|f<3TB|YC#DW+hPgS`{f<5#fyzmB#xwZ#ty^t-h%nQ4-OSXK>Imcg(6x4Ub~As9 zx!y_}pkWzVSp@=r@$m5}U!HF+FYj;3IQZzW)!(2le!R?-c!L}^w4JxLHBUhB!;U@R zlJmL)RMR&wP=7&Zp0xKToFdJaS|eX)l9 z&d!1k92gZKgZOhFl;0e09BfPpiH;T=LD#9QywsGsPfbnjKHX(-vYoqjts(R}AV4Ly z^0_3I-s>yv$!7FUgFja3>+8oB{wxmWD%LjiTq7kV6|bMg`tIC^!ep~D+xaOg;3X}I zo6%l#w75@nR)8ihV_md28MqGQ1)%~Si#VX4c(H2x4S)Z)90OHy%l8{R+-62&Y8=*6 zPDjfYeSdYDJ46weu+t_&IrgLLxOrG7{)dq|rabzM^Sii)*i^Zt87iNC$qOs9GlFpw z>YruHM>`q@hGK9E(B*(k$AMqCx?2GOpYC!WC2cZnKI~9{JWq%b?m}Pn^K}ag3yI(& zSNp!L0wompUXl*lE`!$Tf7rT(=Je^)r1Hwj%3f;uC@gaDpxs2@*@^x-`gIK3<8AMh zm!F)OnaM9Hp@q(JG{p-P@ySWb>*m&T;fvqAJXzm0ChJ=I=<}@=m$0I43S=u}EvZvy)DZY5Cl#>7l z2M0Lp2DB2w_l0Ia!+g1b`$EWyaZaR-a{8PFxvkE3>W!qzPxuXS}@sC}=` z?!7pv?N?k^SBLvZzloWd(4DR9>}Bci&Sz{Q$^#UR8)P~bC0_US{g!BaRP@RZ#( zV$8pdmK z&5Cp+l$b>OZe?)^iGteN&FR*ygkSRyM+(P|#dt3-fnxh8@LYTQ*3z$x2e>7uukR9W_*3VR zHq;$|u$+a!yCX+6->X~((EybVt@;Htq{e;?^??d&M7ZG7r=vm#4>F@W-2l9!0aBKi zm-i)10Rn;F5@Y~yq65z5P#>HnTj?F*PW8 z0mgiEVq!BW_kkNXZxRlG+oI7Yhyv&A>^wV-tKMW@8M#kfN{ZgGzn1AL#2j#Q8Uq7^ zLUhNlAm{E`R9g#Qyu{k*fu17@bfIdkSm3!JimrUX-Z|vIuSy7=Ze7~`! zWq_ggqGoFcV~#U)>;kj^KaiBd%1TxIj*00X9XNNtVJ=5TMh452gR^t*<2)P-AR`@> znkmPbUn~AE)Wi%=fS%7L!vFFsey;xybHg_B+OfJ}h>NJ-*8vVECMWC2d6U;-agNKM z)w;U6eT^x5$}1}Hha9StMrS_+;JtZyd6}PfU@7wOJYy(FT^uF-S!%u8x(E5sEH0vP z|D0TR0#vS!Bhc;CBT-t^I&J5z3NH#~B#yiQwQ|>C%2@q!<4YmYLmJNF7S5L{xLtzA zHJrCvOo~qLvp?N!V)9b~h3G_U$KAC*dvEY~sZzwMT0h6s`FG_7*LX89>u3x?{H0Kc z=7~1^==oVeb@lHIOKgm1XIBmaVDwt|?d}(c)gC-}{920R!}o)=M>(??q%Pl^7Gn6- zY(g|NEiJA7jsBt(xjmczIQ(*a#y*qRe&ToDiTGj4%2<+rm45o~m_`#DH-Nvjax;e9 z?Chmx(tP3PPVeadmjYW*H1hEr6*QQFU+>8ZoL_=fgz=)_Tli6-FTj**e7#uzkk1qHSnv;t~bXnLQjtIxI?V-k^9 z$W0R_=aoB&fBnC4ancz>k7H@0B_?Hl+ItW69J4(0)68ilMMWQf|8=Oxz`@UkZTWVI zif(r3tvu%8A$?w7|KBsM+Iu6j&Wj|#^3kJR3}5$u)pXu#CQ^5>s4u^IS^V}cR&D8R zBJg7%SS+3>uBOJ6BzDDWDk`S!+YQX+LKG*qKj$-q|KfZ7I(`+DpZ{0v5Gvgg%nkCY z3#JvQ(J3k_!gu?5F?(*^x((A|SJim*&S^F44;75ew-vf8#Vz1SeBe0IdO_()a;OZa zW5dg|Mg=nhfW$BbEEhML9r~z z&!?b6e8!68|6l`BcRYCe258P(+1MZsQ9lYT z_rk)~BXE?j`2qq3{WM7Xf9@cx%9k6Dq`t5>6S(V{TJ$lwtYV$^Vh*+st8aKfdGy9U_Iqw9o@DsoaS`(CnHMvW3 zmYboX^?Uqt50?VPsZ>7Q;gHw_{PCr$zm-VHy$eYItD^z=t{bhg6#0?G7; z8Pb7sAnKEescA@f_*!5U*X28R))QF-o(u7m5)uTT$ax20jd2SItcMt?cI!=c)9Kjs zjI6Akf`Sa_2tH6x;Qs7r@A>)j%G)R?1VglNw`imS~d^}y|1tDzHaY#Pmi#9 zdvYiRFiU*Z*So9#oduAR`UFV^MA2oUkBLa~@OB`do4~yyN=d6at4d~jYz`Wv4 zgIi%RJ{8ikwG~2jf>BAee!KKm%xXmyl~3Ruc7U+Wz0HZ`Xc*iu)bE0PW)CU zrVVabgiUjX!ydf6vp!9LWYl8fDKizZTPw|gjPbtVqLN22}?SnbDZlyWG z*hL%f8@^WJkUB|9AI`GQ&#?4I^-}6%d108EJTHTBIDjQ zj{*xIuo@JOXnz31-OU$hOGomSw=?fP`C83mr35Q1uRSmS`pC2A&tu-b3tZ9g@lIjL z+b?2cJEn%3yNC7Q%({-zQ2;dv3Bg4AN*^faI!5i!z;zRNL)vu>1=^^PsHjGU=ov<8 zY4@o+D)-y26CV%&@V6x_BxO%<-oK&88sP_>9JfQV%L@**ahfXJy0jF?A=DHC9l2fC zWUE$UAs;u6_MD&MmXcxzG}l%(SoIeu=2EppxaNsC>Ea;HPe8)e&|dtySVkq!4*dG% z3uTRG*REri+i971@8wOP{DjG~X4FlqAxrD|@eKk7**Y;5RaFd-1HV>P6~j&3YwbD=lqL)dw&}2S0rp&~d2w6bgqG5j zZo}|%vPMotrA%bn@#<9#3!C;_8Lyd+bwt9)4gDPLy>uHAJKz2fp^Cg%cG|iJ`LXti zJ+8mD(|Kks4q2(j*gC?2^&)_8#dw=`RE9I!HqnVd4!)-Z4X5jl!)>NvO={P;CkIEaCWdoFK zhadc=YWi#6JQuotOhtuW#%;nUIG6!Uz;3c%Q$Rm+Go+#~IP0)}lj`}4DD4oIckbW6 zVgI?*GY@q()H>a)6EM#)jOYHCW5 zn~Mt-^3XG@E2*ikKj7R9T-)7Vw#kZNyL3LB;WBA0*AHL+)mbVYNLF7dx@)Of?g0h&mG{?U* zHz0@(@~qHK%CVoCB5wPW^5xDpbz^Vzg_dkr^*1>$UQk1-Qcm%`U{mt8bZ}4On2zp| zIkBSRV*ZJ@);7!zjv}I>g#Oq~4eHLSohIl0jG->$dGDz9f+3yNX@}^zeQa)qI-m8g zBSWCwEpnuBFmx>RSXireTCH;Zl6iaS=DzSc2DgP7yNtzfLBk;2e?AXkS4|msoy07H zC_2K}DNVFH=!q6p(O4l0_Y# z$3*oBichfY98J6DG$&;3VBkKU-MiOfsCwzQ9Qb@^+d+a7fo;%{NQ&TVWhKz%rp&9q zeSiGWp(N1HjWm5&S(cE1>k|xvH*!jXT~i3kKpW_``9STnyg1@b2q=WRn;SXlFk3hf z=>W_}JPJOpZ=oyj?=!@8;6|Vm$bl3+jg4JH@QQV7X88a!GDAd2nlvadT^mR1eNO8N>=y^wg z%Bq1$L@#}#1arxKfq0Gaz4P;@QM_(SPt@n5D}|bvL6;f-u{WsY7DlOZXMWLB5+dgO z{QaNfM8}>r!Lv9D0Dr~Gs=MelY+xo%&OjOWDH67#7&J%&9BcusTX$Pw^-stBQJ5{J znD!53+|w2U{pA)Xm{F2%qBxXwy26q~Ph>I4_MAVA)^>x~jX6WZ`mRrw7jigW#l=Y- z2vO89k8uo9ya5j*27;x|2MZQ7c#_J2?t4C_od8QfC88YaB$=$)tr|%~A!ZrSa}xAC zv;~+YYf z7*BWe=1nL;pE0?FE>?1c`4xH3{oZpD%L-ENXLR^g6maeC-HDNrk#~_g0X6Le*e78W zICexnFh%|eLX>)@d7Wl$3lKX1`EdYX)PT{!#)FWusHv&*fBcwv7o=&hocu)({oQSP zIFRJp@J(MUD*QC~NG1%;b*;DeGG8?NKP)Tnn&Mu|%yn;y-~^Lgjwx(=A~(aWBbqRB zP+ucX1cCuP7PC37rNtT_A5Wn`4fKVWiwsu48}(Q6d|@U~iix}lah1g@Lk>=yr1S6{ zc*g_-6ur|+PrUkD?PF#p8LBa_BS(%9XB&O%CjQ~!=cgxT6-o;u!ZR47IB9{(~klv;pD0*l4`>qk-CtN~2y?Bohfx=X`IbH?pSgcT6`aNov_8%Y9)P*YSZ z4E)w;k1<+S0iCDc62K*O(ycjjmzUgKJ1!y7MWR?O-FNDWV1_=YI>9fX{aqA7S_%J3 z`{8-!dv7eF0Z(<`tYy+tr6YtB<0z?Pe4FHNeM#7-h1KUtU$AMoX2Bz_4JPN zZtB3w4(pGG&xiHM4a(cm(J>+}IhW29P(*;Vhevki(Kq*R+@J=8BEcibhESnaU_+b_ z5i5X)W;$!RTnr}8x5nHr`Ky?sx>2<*{Bx#l$7(X@h;ns8$bsJPlaV1o%nKynU^#({ zEj%~9rSNPz`Sh{4MHb?Ctw%)kc_ySt565<3O!{~6+PFlMeH<0w1V zw^QK!N5*5vj)etrqb;hxJb47}TMRG`@pT%L&0GKh!>aa(h-@OM0YASrkT=PhKp!@S zNJ23X>}C!qLTOx^oSY1my4w(|cFfLewtEW_BF|wUfo$A>#(-k&j|kkGlk%iWm?Uj& zNH8pp(|k+v1Vpj{2Bx8-^M%$$*&!fsvf}}UisFOI@EcLNSEMVMD;AuA;sA4XJy9XP zJze$k}+Y0+$0`gZmz6Fef({lUI!v*bc>+JI4fbZ(#>I=hz}Q*m#>Fp zte)u)tJFU$OA0Yhai_I1d?>9gmLUwL%(aDut zxO@P5@(Xj!c9+?)T|_Lyx!rG`u9(vXqyCHt21xHJOjGo8p2LS(@k@pC=Q+IQhr|$i zvM)v>AS%k;kdRe~WDrygUE_h6&Gt>3HpN{%knBQiG*Bs$xNshBIRdK-jFPZL=qY3! z0gbPtpy%l3=H=w%EaY7*f3OO|3bDQs&?Ny+;1?kjTuk7Ihj$-{+wp|nyGPQC6GP2g zz}iS)*QcT65Goo-M#((=)`S_l=WnTMsfuD1K}GG z??#q~(%XN**e7eB$WCAi1ROxPMd$$SAhA$F)?2(=V2L&{&crE#f-=gzUgN~GcE=Z6Bp^%}V=pN2A~bsITufqa{mgzf_D zIG)kzG2QC?_3PLCr$??QBDn23A7SWq8&;OqzLz-QbC{gs?o$G=oFY7B;nY%y0S3`z z2STA32uQDICA4roD}g#-+cRev58Jen02%I!(&aqxVs6-l=rO1sFNMgj=KpU+qj*LKTpr|gf;?R3A04v1 z|AdP2;NZoLJyp?yr|*=);$kMH3aaLxR_FGTW@HJ15ij2t_z#R--gsVK@r60u)-{yc z1j9V#d4L1j6;*;LF|f-<@iF*@oyA<<@wSnWMUimqXtv4Iyp)bCtg^X=0`I0HJRz@7 zUWKg97Z}TTnS0aiF5yM^i+t0M4_iG_8|&A9EN=G<>P>c#!=GP8NHLAgYdirRA%YdS zj83A_wZg+#Xk3%&5t z*<-hA$gImB(6#aToe@fP$HW%)}$JX z7)e1*%_h(kNIlv*p_=EsykwEHqr(gjyA5jGz*jUuU~OHTCJ~-*uHQ!Z^3}l~OuKjQ z)?{1fB4cWa0YT=d2zM(z*F8ZhrBE>lX)+nK6Cyh$J?A8DNI+Y~l_Ps>PJO%-Kk~cx~NP;?X z$kemse7vh1XFUNJao7Ly{rV($a+DKx#5Y?gC7kgdBFz zp!ll0Y>bOYZD!%WzZ_I+P!y!h)^nzXbuLb6B{ zJ~b!KhFhQlN)5SM2v9#EHRAey;rhmg(5(5GcPG!RB8*zO8KIkYzU__8lcka`uaq<) z&wM`(VXFI5X>kLPs}DhcVy>^R?{1@_T&j=X1|(>QQadZ~tmao|=c?@7-q^YXLoO^R zvaP@lJ1@eDnpfq2`^HE#*2a{J-6=`6F=!qx3p2vdxe}BoBV^V=^Hy#~2_Y6Vz#Hz* z%1Rwt?)uj)o-|ngkrGegJ4uwCP-dJ*|1N; zni`coxujBn1eUfx(t!}V8W0VeoTx!pwSG7OMaLt?Bq=GmRoLW4O>XizZG>qEr3aw6 zmg_msH~Cn^j1DJ-*hjpGQuw`l*D+F>TL%!2=-|s6<54PBnU_Df25FlIayAU16F@W7X;yl`j=z9F zNu(FE=Ns1ktSpLOA@uxFfR|?g>Z6mBexL{la{Isvi$QsMAn9n~SG)v=a1@(zj3Ca~ zUcIV-gaH@9(LUAJvyvS!uwnj&Ere}Rait9(v5FwG zC}?PGMmvMpfW!$SBO?WU1Gy@4Cb%}=d-s^J)n;YAx94#IXnY39D&uHIVjFoG*kXI3 z#gLsi0MSoz1yFO&#s1QRbPPnBfrth)?K%qr;fEjjL6q@0HpqGdh#7NtqhhAG6{cy)lNf$_C|lh%H%R=W!1 zXaKIi0PiqzaRmciZQi^&A2v3|g`5)hBe6{BVjw_^6EP4VK-+Mk#Nlo*^bQovoslOy6?^XCZw= zd3dr?DsN=80|6ysSMXrSAVKaz(vwI&gpwj@-&g)odY z3otbiC0^s;;BXQF8%%V+pdi)Q_tB8@f#wlxTMgA`9aKfKRa4Sw@D>*MGbH=@roT5d zko;znUFUJAYO&qdW8Wb)OPms%xb4iSF%Se4FS1DzFiG7lcjXg`nNZP!`B!lw*J|3fbO zGje`)eif~n)2>B2r^+8C-k%oz?bfnh7Qj*#mk#Uku;W>^K7Njt;^?%+j@uvQbK7C*z{Tr{{ zQVfb#S~tq0mr#;E_Js$<3p-d;ZQpCpn4j>a|}gD>q_2Vs_rh5@~9Cd zcJx28^7&;hWN)+<)*#)s^5QFm3iGem|B7wx4u2bs|2qqS1OD&XML*{~*y?^&tNYr> zAHyA6t@$=9__BOpRo#Dey@t-Vn4OwuPgs7?u(hqVU@<@U%HkoDpKf@Z&gnNhgUVt! z6OSDT+WD-mzA0eyYnDIun>qHMn{bKYQDhSTy6f6sm0a%?)U8dvT^SwMEn^wat{NY{ z*c+@pn>@XdLOFA3H7g#JK=Ipcv`xeN{zgb26*C|Z^Sm*+$^_S?vTA}YDMx*o_HOoq|x^=ibsnA7UG%zhfiV%Jo0m8mo$T+|ba}G(!eIW9C=DLAzg{5sGl}AIXF9 zgUpTyIT&?VC9b_u5inHDyS|1< z1?r${c@*-)4AoWoHIn5-!Kb$Dx)5g6s^)mcs%Rb z4+}8JOq^M}k>g{$OXk=#KX~{B$SfjjzdM~?|tHK?U}6{3Zp^} z_CN(JwlvofSi{0%?H&&B;G!{rBe&Jp;BYSO)bXoz6OE2Qrfu6HuuBPTGc?;_puMsl zaUJ)^e`G!9E9^Ubqg#BxKbJbDgh z+3gkn01&%CD5SyKb$71P(| zpaH&l+0C?}-m|s31tg@wTh41?23s!p8qPaZSVtCRS?A9747JtM;LEr)f;-(`6#tQ7 zyOT4~rSeeNqWPj^$_Qg3-HYsOkF0ds`qrriB%F^YyvuS-v|bSGt*@B(ULILCLy{@W1HNE?jt$rURR)oWXum|IpCCDVV9j!C>4XW z(4HqQCNO-SI1aSsoN$31tefZM2^lhyS7PSp_3`h~OQO){46l3V&J+m}dY&Ct)bdyYu1xb&6J^4^%7nH^l^!0&WeaAY@hXCXTo|AQi zo0UkddW*B&V&Gy-^kQh77Z5*u^X?tSQwxyIGe~CY2ZwWu9r1(=u-Af2If>b>dk!^9 zdv>|@>gryMwEJ?{J$t&%ef%@?>8>)vr7{1RdpIA8O9X!+ojC#`8JJ@SQ7+CqHJXvJ z+V1l68p>IomnsSf$UIv-++W@89-{@3o>Pq|S9&7$U0r83io5j&Kno z0OZVSUMOWrt3rYu`?@oDaB9iv>J@y@harF;&)A_*_KL2eCqK(G|DPZK&uILQP6oP{ znVFK>2CinHqoJsUWcfq8b~ChWh}XS`*ii4&>l>BP&>f(@Uqqy+IcmP|dGJeY!a-o= z6zaS~qgjL*473eB+31@R(=86;c}oq;rK{F)+(m1OMTg0ltk+AyqCXzZj~SXjf3~TX z{b>ySfsZ@z?$f!8LpHC_)*ni{+N;V;)&lD9!S^+HWI|W%N&T)`w!Bcad;vX}^j4_f zck!5wt~alql)jQ%{5_X}JV`n2p2)k1XIwzTpGC2`&u)_~48mqY*5#b5P0pkiwtqh2 zK6>*7h*BeR?q1`M+q-I11S<|!N#Dcj@_a3~vU(Kq`R=2b@i@0SYFp!iU?%Y>*|)j& z#)8>yld!))P{^kb|DU121K!z|UfBplqeR6k#qwq=JZ8%bD-k*sF)qA;FqBE~5-HP^ zrBFQ@`U|KO`}XgzKw4p-xU{s?zWUe}GvwWLann>AoM61l8thU+@bDlINekcun~^}cxCB6(HDYgcWA430;G)IkQ3V*%@=we+f>3-8-O_CcJ)gT zXV&;V(t&;)rH*eM^_N@VZlA4m9wQwK;!%~)Dk>4gT|N5Mqm}XW0W{&qsOG(4+6E=+ zr)9$QY;q1Y=sWA@j)f(3We&VAyC^r`7?ryWRI09}l~&<`GaE2$55Xl*e@Gi12S{muzA1FnQ9{A`KetR?YlQ)8xUZMt54Btd55lpEP!BYK+u9I~EXWU%F4C z`@Z_v!g$q)y%%nblMQox)=&ZjwLk+s=K-VE8NhAL6Q~`4nQ(RDv{Jn#)C09T)RRZVh3ipfNm&Y zTSHY=f81LUY;MTLESgLojRLmA6_jHwKLAXN1wwu(WGruCY3WdLr~yR>@!n|DV41^U zVdo(Ug#$3jh_zl-SCyUZio9B*G&zpN@%RLnr|7Fld*zKX6W<6zCIx$`YI#;Jqvw$& zfw0FH7jQ9@HU@2@Lxrd`_dp$Lz2!h<$VCtoMi3J`yIr73jqj!-0pJegEsULfe0YC^ zz7xnoW9Yi=E<0dbBt(;ngV)*tu*vXsTpmK$RqaGLAmMBfYfGU_eMco&>)?)AfnpE~ z)pnb(iGp?3P}+HqKSd8E9L%q~8qU>3)F58A(6vXdL~ilBT=z|OYeg&r5uAhm(pq^k z{4zx>I)QLNYu4KJwYiT}oISxA2G3}hQtoVpO%Dn|hjq?HxO9YILXjG>tpo^VKOds` z3aaTt(aUPPPd!R4>%?P81cQN8ReK{rA0_^LW_HfO6AW>CL--TfVgS*xy;rHtbEy=y1c$2mc?@Bz)h&Q2DK7}-U zBvef8hdwkAxIl*HJED0UcAuFpx956dCZ=F*XOETgljV94Fj{)*hv{#C5cK$OwasLF ze(qXh|haOAg(Wgyk*2gn^zKQ(#e;8)7{RYu1lUw*CM+h6a;_b-a^Om5oj=!_< zmoOH*JQM6XoY5P~OX?<>ewd2p*j15%^7P0hf_%bV zjKR+4M&4p`UIl6WDuOwp*x`LLG}3)I19Wnu_zob;GP`2VhWmOez+`|{C-5pTSU11n ztTNFKvLWg;Vy`%%h@{&Pc=FiIedWt#R#`GY1GXY9S#R;u@mzxUTD=eCCg;7n?*97xxi`^pXP#Rl&R;DGVjD(@97jFez# zVIGfN5fifTZ6%XnkexdIIG%2D889y5;uF{1Rnp_-PQ5exZ;&qv+=-feY>WPVIBAmD zZ8xSzLp~(SiwnW7V?iWX%P~otYxT&le_V9E<-U_JSFDUn{Z`}~2EXI`Vc)G3*lffz z{>y66qhUA3Z2~MkMVxqGBv5k4tUNzkP~20AQuwfs=XIYt8twCT#}@OJi@g_$H}=x% zkZxl5PZurtAC3*K*( z(38&SMKW3^F%oSJEjSAXS26Nc^M_XrP|Y+o63m-~ZQt|8L&@|KpE*5BmH2&%1VqVTYLto{RSNH0jZ z9KmmdBI4l-T`GoiYNR$FkKTg|&!69A#8SRy%lW%VU-f2>SC;KhZwbW&@2yooU4dA> zQ>HaiAQGr@_RxrX2#Z4)lYk;T@o0x&&V<_a|3V4@c8Qh@8Ptw26Ua+q51gB=(!0}| ztyNHE9loCuBcjY~C)e@=T-L%=dR}X1FI0C*qD<_moKYRYHC!4f*7g82g;%K( z+A{%~SUxS6KR*KGfDa#y2U?gTQlJz{SSBhyXx7Q$kDWnt8R)F4FoH!8JxsM~KCEOv z)8T&+n}%Hh@I-8X=JS?F^hVyZOvpKm8t~q5elo#Z<^-psM(%v;NY4#s)gPU5q^>l2;eI zw1@-+CY27ZSOQly8Va>JJh(|y7l>tn^oZTA0^Qx+&376Cb08Z88e{ytn5G+~2l_rpyGXM_DPR@j6L7gj_-R zJZ(ladkMlPePoJ{w$Q&ILEQK6+sw1^k)_Em@88X5KF{!;Eq^Nsqq-_0cOsSur+G`0 z3C`jpIRv6&qucv}AJ7~QVjr{qdvpq)q1jJ^au=#2k8Su;|4z3-A*4qDag&=f8&3KCY&yTGu3mzGc!RjBxVWS@aUj7oXPJc_-gbBZm@m5?nTh#{SU?M zOcr&p%MZ?LB-R3l{a0?Kw%PqYg4v_;78Vw4@t)X|>M)WsT_21G)QG^oa8|{h6UY_N zNPb>h*Mp@}j(A3jb!%3Hjw%p78Cp2T?1R7c+UK+YT|=+|vI}r*;Y=kdwni6Q!-EK{X-T`XkHtmu({v6p$_6?tUdmYWO3uUl5~kv(EheG7=FK-2JD=yYzd-S?1TJ}i@$zwlEgNdlK!GM3?zLNHZ ziuT%dqU1yv0(>-ufXJW|!P|3?uf!||U1cYdq>4V3)ilBlY-hf>j52bGd%-WBO)7@GyjO#GN@@Soy% z6cf$fq|ryY(35Sujao$T6a=j6POCoaYb1A#qKoT}T{s&+EXGi*1851cp zUvU&O$I1TG{zkt4tGzdm>bYMU?X}nbV_)mOu619RQ~iG5@8@$2 z@8f;E-;r;xEcx=)^TeIKM_9f0(f zn_2xeQ)YdOb6G_>E|9XIs?znKMw(K3vowyM1zsva3?i|6Cp3R6=>Zk5?|f`VwCl*r%=jx@A?Ro2Pc(e|yk6{ivjcb}tPxJC@t3@LGNT z*0OJXkLS4i`nSJ&4$g3QL^E}_=Fq|$CC?bGN#{#@|2F%L6kfzlDU8rq*{dnjapu|~ zNUnb%1DpvRjt&zUybJT^2{eX#G~wI33*@!AlZQ5C`?=7HFA-6KfC@0M{K?4rUtgAA zu3Yh8MOj4C>sRJ2ebuGov*B^U9_=??a(J}qoY#_-)DVX}dh&n^HZt-4pVee-L6>Fb zFskWLr_KL)crT+;P+FOv{<|`xvV4&op*ggsvZO@b(|~yoots~fY^Ny`&95a3V!a=9 zNH0$Kdv@~81&)IT{p3z6(#H>6^hLSoJTe{}(re>=MzOg>Zw zz!1PE2I^N7TtX2orC)M~=k~Kno{X4x^OyC0Nvcu&f`2iB1GFDeoyAG{Ng2Fd(22f4J4usXuSN{4-NO(oyQwqdnZ~S+7Sd zNe2XsLeHS=FKRFV;L??2+?e;oRkY7spJ`FGPPOt}cJD2rRqy9N2VY)WpvGVJyzxJS zyZ<$FFG~B*Gxu)=YS;4{fAa1U`mH3-;Fp(tNPgDaS!%`qDyb%1?rPX*Nta%`psdb? zKEH;pu>E#e7&&Hv@EJOukNgKvj(fDUu_v=GdfQ+jcbLgxgO!n+(mm8gcPalf6v6EO z;W-S=KX(aX#r+8CM0=fMnnre>NV;x1^usRA6c~!q@t_`ZD)9|Oi~-D=msX_%0=Y2| z{{-%B!CMH_1Om06s9$`?Jk-!2|7G0TEgvPK071c9DZ6brfiL9q_j}b_weo=IWUvlY zITxC`fWrgk-rtK}swThqeCX=5sng~%w_fuzZQ66D2%3d;&heUNxo2;jaoKqiqK|PAT(1MPpEcBk&*Hsneh=-2Zg!6z3oe`o zvt3h^Sl{h#>uDeM&s>s1LGv6A1nY{^DrVm@v@0Q(Gep~RV zyHUBBSLyZ4w9YhBvE2NLQaKIwE*bo%XDM&{-We z&35HfnFPJ_$dAkeg?tP|A>6pNKW>yx^*&Iw`BX+N%Vmb$eQb+|Div%^ZD`n(oUrEo zmhQ`$hkg_S)R98(nuo>wK8_ilSox>yD|+x|b89J_To1&J)5M01s=I zAP4g61)FDGLr{)cjN*krP!eHRr6WYTsvFR){*+PQEoy#Pls^sd+PkgKU)nNG{WIMV z#F4?~@36`azq)P9?X~brZ$;ftZne@|hqg>OUv@YvX9RRJf`<^OkUom)42AxI;G}T) z=Yw$#w?zx-6CA%YUg!QRx*gN>nMS3=K?}-?0U++bqnVx>4IDVIJa=&X>#XVE?SsFA zw9ltL*NlaC|T9)uit<`~Eo6d-%+^3`Z6xRs6`?!>*YVDatI6 z@z)@J8pJ!tb`M3UNJmGfo&JDD{Cy!=GQ3DF_>=4uzgqp*ncL0RQ6Lv)YDM+mG~hSJHtIE7R@&7+V1<%>;W4VmmhY% z_vy}c@9KB2LxW#mZ}>kF^V;|!SC;nq%1XP{dNE8Slrt_ZsrptR<94$^{mMO?S6|Bv z*wgm-yaJDB$#<5{t2`ARquBVt?Y*sGcl!#@i8pS~uTyX!b<1iQf>PSrObKF1Nu*K91Qj2N| zYXR7@SN=fo&mPATN&nc zj(BAB`)R=U6br9so29fX+P$o<^?JcL{#Pf`5<>!4*RrNC>ca>Q{a0%w{E4pTA^-8G$oJ)F_(Io8p||rfDFxf z$v>5PnnC5;)ARf_4IwN3yJ1UeztmjlEkhrJJum;bZ`z;9s$kb3y&wKHS#I|*A~Nz( zDLYt|^icDqhGx7ZR7PQNY%U$8un!Potjr)FD!I4?Q*;#c2KrC0?}DZX^4trXhx5j( z;@j%lk3hWOAY{ZK8FC#OSb|)s;+J7{Usc5~jhR>3Q@gS#Ki)3RW94IPWIC*TF-ZtN z9Jq_z8BH_zTi+Qz{8xMnUZ$ z^vrs0^HM{O?3p;M$E(?E7xN1{e^^@cYpENw?%a<-c8?iohseyIh!XYf}8YQefqw= zdkczQo`Fhc5&P@SqUW^c9bk<~3oBeRwi-RByxr)58p`9&HD$>+;Db`i3RB~;QB9@i z_dTI|aXlfq_z@8x4sa)q0SeqaC_rujUOO8mnZYD%g#@Ib- zpylqCaANkIIejkFqZNYNXm-kK+RF6reU0B%G(PiJ`c3FkGPH}y@K_`W0{~~i@eHk^ zesY0$@&!NoCg;nYXl7Kothzk3W~g1|`!>@3A20;M@v&zam%0C8`{9WiZ zn6CMeTqoaVhC^g%AuTxl^$@$7->)t$Ogl?k)Q=qch^YFfXMt607RWg}4H;+wE6x*P z3Q3PB&o^vyr$g~I74fNXnI%$cnd$WG=_XWJhW!T()~*V4l9uPgu2ELAXWx8Kqf)y} zJIyw>D9BrBYUws@rm~?YSrGffJu0lJE)=G1f0`qRD`&T?YEsa1RjV`Hl4soGdfr2C zlCA1ZyZ6d=?$46Y8hxp#{;&e~gjPC9%m#keyVfGaAd2MxMZrwDxpMlMmQ18&Gc2ko z_`LNjv%X5G3HMo`3>Eg2@MC1q#2jRAP|&BXJBeQN#UH#EG@VAj-Nh%j>ALHJ>U?z_U(vsm1ugN`F{`*yY2;cxyR#^*p)GcUM zpzuKi4x%?p!B3?RaeXXQIivf}Yc+DBsq4|RXT=Ebq%+VOxHQ7-;c5I%JyTl!E0@iU z4~g|VKm24^8Y_2#YV6OimI=F%=OqnD^NrQlBjv&Gc5!g#|NfCD>5+iBj}g|lrzLY| zGAaG#|5yCoGMV2u=`ci>{W#CSP2SGu*B<@7v(t*{rJVpS*U;9N9PeDE%?GupHd_0s zqiPzCYo!mHJZxfnqBJ8|z1G(B(fwLP-)*tB*HdS`r=F&BmPX&1z9H_e+LnHY)Evhi zi?(&~X{0)0Yu%CIRwtBiKm1*t71G=BZt!xqJtb>H^xMpT%u`u6Kjz9Sk2b@9TIwJi zKsPFi1@OCMAGr9@;7ogzP*^p+%WGxDuf9T8S9ipO3Cc(ass}yjvTxkR^cCwfo2ZDl znP^dx$dnYy%E}5K%H|xXiw{R7un3K8Ji2B{u;+@%fOEJZ)32}Ujr_R?ZTa{pR(S*B zv7~))+CJp1kbT*@ZQCSUTji{1*H=i5bVx?j(J$@M^XDze7q=L-MxzbLMkGo!O%!#i z)RdIgw_&%$hAw==#%@N7LUITDq;AL=qTE}}YgX+}sfC0TUv&Pt7aRW(B@q?(1H)JM zL0jcu>4F(E+BRy`NEanjF&}*Uwmo7+=ntzHht;i9?NH?SnEdE~Q5r%PZ51Il&*QbT zYcD;~VhgIE2+qBS1+3kxSDj>6mjGAfa79`aRP!$TH?kc3Z$}H72wBxsOjvXlxiHyh zMN7<&EN6e?_nziWrlWBh-?;L_`@+Hi(%q%H%iKz5&9*#Z_s(!lJeE|%c+pp*CS=Ab zYKdAb^o#4jsyELt&{2r-qHF_$+s?^KSYJjdpZ)RU-Tu+#=={ifFn3zjc{^zq15xDUko0Nofmjrap3&hyl zNlEosqfJNMmD1!+lR{*6Ewx***W8!8=F3mbW(YcD#pmWcC=B|hD<(L0Q6TTo5>E78 z$cL`%gczMyL1wM`V$s@$VE`vj}k#!DHv^{h7EY1MEk?0nm84hDDHb?pxR{fZalIfO? zLmE}~Yf!Hjhc&aV*T{Sv0!~_O;U=9vAM5c`2Xf>F$l~^ZKttSewHQh)qx` zWy6cP#krU?d9p8D;|rs&;7{hGwN9OdV#S0#!R+RvzOezRC6+R3FONlDupj~8T}&pE zl1vN!zTSp)R@8fkakpwd&r>PueEhS&4XgGv2RqtO_hy8jyRuvO6 zR7O0nH6hYkY$E-v!c9=|o>5hP_Z=oscoIB0JGJN4T`i3p)U8t|q^^d z3d>zj96hRF`@CJoRDG(*M0l+A!>4RT|H3%T(w@~B*@C{FguRyHsHL{9ceN)XAGZ-# zfM|Fddcr1({bQFex598l!~jVmzR<(p6VXh}&705+Z^Kh2ui1k7yp4FRO0|z!Sw2LE zE>MJW+>WNSG-S0obltDEEKHX_^lL^rdYgwSwueYDH-N@(f(8b&XVC>wavtW6o$Np| zWYNo+OVNtCaOEwx-E#8e+et@L4J(?ED#nj<+*>-Zn-G>%bR1oCPp9MHu8q+R>=Tl{4q_QSVt6Y)8Cfs)3>D_6ROPZ>w0>o8Z& z6}AVE7G@nU;AieO(Fo(vpN)*{rhy<|Pj-rrbJJU>>>hU#nNfDpH(`{(PSUh?b6>o8 zabXcl@@BnMpObC}e(9rbId$r2-nmxvbaV3T34++9xpTW=^cslh5?jK}RnQ@+7)uey z107`&;O))EM7NzepD8E0Y8>0Nsh$TJ-Hbn{8Py9J=vC<+IPPS@;739IaQV1+_39}i zUvrg7JPU4|O0sLKwr$NIQ-%TS?>c|J&uCLqt2Jw4O=Bwyhhl_6H!^}+!rNqW!v+m1 zCuAju;BA9h>MD)K9hFOZGZoMPT+%&FA%w;RZ#8G zs*#2UQYsx>JB&%**|F=fQ?cm}A8tojaRRgtlNWjuTd1sKN9>Mkha*E=H~9OvYE*aM z{{2?Chc147aU-LVaT6y_{P6z0F+PiBIqfA}^&L&pSXr2H1nIXepNrMfo;(==ZA}9i zOunZU8|(f1^$SB*)Zccpot*_jgQ!)R(r%o4NN@2hE$t)=E0g&dDk{+8ccZ|DKx*@+ zIdSG#cFwS|c~(=ES+k&^BMvgUbcKS4$o*ODk z3m3hx7&B&b!+0Ac0WB;7?p|-)pa@yJ1op8N;`%G1WC)V78&F%43QAdedU_I9$DIt! zyHuRr?;krOF#!#mq7#PTY5n^3Nk;7E*K&VXpEUFI$&-ZNTAh#O5G^+vuScg@;e%&{ zxc_n$h~lDiAvau%>L6_q0>4rEQyNXYOknUK5D11ZrLuUrG{}e(Ps2vl7nvtm<)ZoE%8MHm5|}kZN4?0dn~_n? z!HZq`ZbVnM5dA3WZpBZ!xime2a1bPLlq-rc1j_6yh}$6x0UI zFflkKy*WGeZdJBUMd}Xk0cDALD1`G6Mx*WkV)US%gV%-A-ivJX7dbv?9Q}RUeL}w{ zcl+V=AIIiD__!P?T++v`Jh5_Ug6Ea!Im@|0*cJ2|37W6B$x z7n1M0AV0Sx^X3k&vcf((|L0FBJ$F6$c&;O@`KHd^l`0|)E0(jKTuCfpm7i<2sN+!A zoj8Zx=tvXMubXMFG$DIE^dB_xMLdhz1Igk?O~O3K?m*`W9c0THGa4RUFj=d`7P%gZ zfHuZlVSbJItBr-*$a>m6dye9``<&Xi+t;`Dm;8Jw)ikxVj$OT~Di8bJyLWo3-j$j3 zq)9+A_<%LeDxYCMrmFUUy)y@1^5-{KdP*jtp{VV?(os2Tc*-`__y!s{88t_h>+8JUd3sNW*dr#Mu#+h6ac1?PCfkd21`ZK?N@ak@WO7)TRk&XNX5Ssn$Bu0PJaNzyj~pXl-t=MThH@@l;;bo7 znCxkw6v8JLCr6Q|=9a8d>w7NV%iB-2b@Q^|MAr@kSRgBZlBXC@h=L|!SU+B@Ol>*r zTtvie8U=B66KxMELD(ZbaN$RZ^UZ!dPAAh#q)6jP>)XhoB;@S4$!Cza0PU78_I5@_ zC#&$ii+=>Se}%3!QH3T&NpJ3=+CEZoQdAK9?%ltCOFZyKjT(hBM{NZ$7PZbfBIHZK zmkcD(fM-cFyD4qVh@(UCZBo~0)uzoNmr8zQm!Jo(EcA-OIy$ZxeK@o?pjSlss9)D! zOI@zu{fj>DbC;|KVjgR2+Yx~erL5vxebEo5%eh5)s-&PkjaaXDqc*mDxt~CEt!w$aC$PB%7#Ibfo(sq|a|X2G8F-e|OH1GgHn6dC)3O4ZCDNytBMcTC_ zW8qGU4qoc(I8<_ANGn~RrnN`Ox&Qti`^F85uK~!E3r$s{i@^kTt{pJI5vxkBwav=| z(z^^tF#irMv$)fX!l5V$DxBTB6}PP!vUBai8^aLVMP>%VnKE1rar>ldFC1{?r~9Gy z7l!P-%>Y=T00$p~R}4Qdz0;ZKXcZEK|JJQoi1jCCD3eu@Ml!sjTKmxDa_(%HrM5z^ zTd=~1*Oo&KgEb!MxVBey`TQwUrW^%dQ5^a;p0PzDB4AJAy}bpd6;&l>+QontRk^EF z-3JBMtm0bNnQgvi%}_S~{LY-w=2`ikT)(a@!bY3W+9!FPC?4wVJ#k{w$Du|6gw(Ex zR)H5dwhZ9u;Wrw8 z$mcxy5c?A_>^LuiKe2a>UpEjSmWT&~-ZN^<_C2fSya={A=(W3bEHjzn;upJOUrVvTIe}8LRcZKth zwHXKQ26PX}4;`4GQCqx;XyQFLQm2!vrTx3YXxeqcv29TfUELh(!2P zBn`!fk7G}ms+;U8xB_ctN3FtXD2`6inPhFf2^5`%q?TfU;o{7j9W{10AhF%0I1t4+ z(MYGeR~*v6!sLJBj~^>g%NLsnPRY}IpLO`mp~tNwTv;tpj3CI*^vt9HBJveM`bPxM z__)5;cGM8ZSX+xA@{G{jldY){e5p9eiMOeIK$*#+_SYb{&30wI>{--{ zjEWXpqH#r8-F;Mmvu4dY(EUBZboZ`ZKJeBA^U&_o2O(Gy0`G?o3+E~NyENZ~j9Tu8 zU7sMU-lO(_W`#4-X0 zI*0?G=7F0R)7;@8-=IVC$T4H;^I-&aKms*-$=}0}M!TJmkhL*2H@O`Z85KhR3GL!C8yD_W&@pr#1G$u7{4cNw_pfMc zK^^f$SdRzjYarkUr)#dm7KyigIVOTnkc?4e8n}H}>W0CVC_9ee!;$2iU0h6%+ma-B z^5jOKnrvY21kf)MqJxu@AD2$VBp&*AM1YHiO70#uJTtdxXdH^#%%>7tg`+9MGt$!! zEci5V@P^_|n$gpn;5-GLtpx+*L>gjUo-@*e{J0BrhaA(%D_8y;U&uD-2?pF4tvS@t z@~{p`_sT7%WyG~Wop$ULx9Sk;{`@ITp#4V#e0+xNJPth@H8rbn7gw!Yl}tRoe?LY6 zqcUmo%UxMn_RCkSaC*JTou_vX+qY|i ziF|n(*}e+++vLUGp%=Q5tySlq>7k=@j9&K%UXeAoV_GzCUKVjXpf0j=P74=~qw?3} z@xGx4QBgU0`t)S3{k=DD4#9mi!^B2iTFdC@FiPaz{)a9)6ubQf51Lu&;^jqP>_#X5 zo8JapKqA!Klj6)KqQ&1Zt&N_&dNsdoeQykP&`i_7(c#SnhuU9XU)qfGjs+2>*Cq8y zlaq9T3p_ZJd5{}cWZ$aGv44r6e|q{@nzbFta^jS4_GJXNjZ)2oy29kg`-ksz_H89w zjm4K-bKf|8;6ix^>;TG>pz{4*RHRO}c!OJ0M+1+&jDp5@NPdcx*^Hs+<3}dl%$fR| zB7PtqB74X&Dg)>C?5OA5JjJR1{?WVUvrkM%PK_J=iSca^KN%f7>GAKqeH)AeYaScB z-Hs*Cn1tFNX<*{skdW$U!v+o-Waa31e3xsHh4C^Yp76GjH7~C!b=ur$$nfD^d-mKm zw<4^~wRFrvNj+WE)fJ>VcRCwaq*J9Xp&_C7^1&B@Rdhc(7^%Z4RR1_Du!uaMutmm> z{YJ%z{Puoq;*1#^J(f?Z7)gwf(SR5r+?vv&BG7wDq`b0dYaI`i#MH zOT0A1o1Py{_`bulrU;BGz5y1Fk@mJVe-*hFT3od#8R7{z#Dx{zZD0ecxZJNiXz51q z*%AnjARw}a=w^daZ>AMFj{c^)#!GMaL#6q-sN}1zsdeb!K?hhJ^iq!sO9FY5y)_IB zj%=wLQ^&BxZv4d>gA~a`;!<|v1eTw*07cXcJ%=>z0qJ7m@kk?btgi0&XOh(@!BFp4V$7p5P} zL%!5?gwfgp%`;Fxu=yH}?>@=DS4Xu_LEXAB^2`+Z$8X%|z@9#PgmtJ%X+)Ocbj$0_ z0k=k}c@zqW_Veb|JG!6)MS3%0LxO7uy0^_3GJ*l_+h{qc)N~zoCeKTz>g-GH_-f4r zhb|X$EZ)b@9SRI_`j~aZ!IRZ9G6#0=+ZS0!?%Eh2N@SZ`YaDAs$+g^@+V$Dfr(p!@ zONHMu<1OeDULb_7v2fTG%ZRiS))9I1C+a(MoXJQgCJdZRxl%BMXXjOw{k5Z$!6DCe z>+(1Y1=pJymie#&H-Rhey0e%V=i~fW#Id%TpXt zs=3o3O|rC9FaZE&i@V(E#!n-3n)@F#&-rkThk7O|YQ9Gco{0JUWE4)Z8972xJ7k1~ zMKhp)zOB6%H?6Apkc4_AKx!{j+em9i#?7K`Djf_>^Lwfr5%$C%Y2d~EMMd3T>+Bns zW8&{U22Y_EX=%}yV>WEwmr!_@rx}2Q;i;Twhr4?RjCj5@Dt5I`(acuO%QBPstaL8g zJ$j5>ytucImhza8?#b%`5%-UEVn(1g$VH8|AXV>c$c<_m z=_#;h2zL!Yj30{|iYwGAm5!P@j?>wv(YJ45?4sTC6W6K|29IC6cA(qrV#bVucrm2O zVIto~;K|ENGdt1kZz4JPB!@gUsRKk(#ypEBq^@DTq{Q_pU?OI+y%vRK#ZtO^0;4U- zxKVE0H$1m$d!a?@cU5US8Id<7BSTp3h*qp0Ld`&BHdA=%8?e>`uzD}3v7uEsHDhaL zS5k`mzgtEyi;nIGm^3|i-rBWmiOh{5XQi$?{YeZofB*K#ZQV%0f1L}t1=HnZ<~zr3<&+N{{+8@KdnWLkTD=AKVm zsv39c1$@W~Ue1T*Lq*FM!D)2s#Qzd2@f|yMoCyzKPg&J+pta6E@j)WQC{s$&$kWVF zvey=zlW1l4+q3%hym|AGP{m$rlW`bEsT=tMbk|G{vFTGn|MOP?BO0l_844&4<$7}% z7{4+QqU8Ow?@c0;W+|B)r%sDVlc6;tdQ4ouwAs17a(L0=*ZOToyD_ozn-aQlo(n~&r^QR$|%qKgjO-L?qHW3iLsoJ%sHxP%zi zfcmFnVEjYNQ6_+{IGZO@wc_r1=XW%Ls9n2uA~O$`v?{Cn?y>d^y9t}Cw7)TvBkdo( zc1?|Q=ylRy6A&g&OAk%nl&^h@5ev(51}m#d?yn0Op!8(#u7#j+4V0DFIkc_iZMdPw zq!C%Ik9y~)>&3h*si(vIkJ;^omQUymx(pq9uy+RF8nh070u_tTjm6MNI$aq>?8Bi# zQ1at2*VC`Lvfrn+9@0=23(&??vQ*19C*~%;dc=b)EzF#M`iw%39~V%gM~{XHIonZ- zU2x{yxfex4ic3q!%$}Xm^T^JkJtL{2quHy(7|QUHSL*jUYo-!)FlFwm)~Zf*bDOgk z-2@4^yT>hcPp5>+_--v4-nenY5)V`eAENYr{``5}L4!;g%)zIyq>v$ zOeKLuItwgDd{@VcWORFVuj*BV(7%7W>7LSh)UUTGB&NrG|>mH@Y*p(0YPyQ*tMalE+Z`p{1I89#wF`E*+kB(dP&^l z8V&LIq3xrU`rzzYogH4PojW(_Lx*w?R1h1vQtw%t5<2@{=-;Nfd)>04`0k@N z`undjc$M@GHZSF>_SIFfE2e;JXI{`}clRz}QU=nftnwB_o;1q-6LxZK~{ zgR|?9VcFNW^M$y$xZ787=a@DFNunFnfiH+H`){<0czV%f1Fw?q5H#a%& zQs__p>iAq*oHkoKHagvw3X`ayx$w&G@Y<(yv%6Ntgdf6q#+O4ZunHRE6xM$9{o)J-#t?t`rf0{hswy#3 z&IRM7?;8zn2$)bu(d%OsEeLg4$&&pKK4M07mr9Zt_$Sp(VHDOA4+`i4&#$n z*#I{FJ9nA_sNy9845f=PO`ZDnb2xI~5%r$*_l+U;`}>=1RE+ra_{fa13`ExX=PUuL zXt8+VQyc@bi3lj`;9z@v^x~2ahQ5QR7{mrS8yYsO*dE{AxIvhY;%L~@qGNTzdD~75 z(MS7fVis|XYm+1ioZ95@@YOpf3}HQ3JeuhGN19y2Oz$RE&=Bp~a@FlWuEgRRO`lsd zHBYd7ou|!=RG~NO02L$oX&Zy$TlemL-gy4%qXEt!7#f2Ix1j+B!83Js))pk6#V>I_ z77sib*syS?Z1^G9vU^@;ve4(mD87p}EN{JnYEg z_F~T|c1_n}V-qK4)Ky*90mz{-SRJm!<47XSxABL|skuTHd z>qi(Z@30wAQ2rhtXcWDyXrprs#p-RWg~b@Y<>AAJ#g!9+!g0PFA72_07fzLYDCM&gTKoeVFGz?P682M&}(APj)r$Y4Ur?&*3m)#fATi1HaDAA z=G8Om0qWP8PB#7G+{Uy$0l-s8`80+(rs!m$fvqB#lE;#AMDAs3g3#;kz`zZ_;o@wJ z@6`~m$|30V+kE%lfyXm%sOMAQzK1*1Lr?g90wzhPSre}Xl3xz|LZ(%9@g_qqs-AFz zsOsdvi3=}jvO#CBvMz*d%xRTCRcLOx>KgE$cy;4W$|I4=SGZ)%oYLRC5k?ACli=tC zM!`$v{)ABjsh&&W76=DANgVZ#Qsj zHav1Li!f`rwdF7xoU~{Si&;Bg`Jh& z8}SnXkaJ&BuCTPV-9b^3O+STO>_~VGXn=_HK96V7=d}$h-Gue#J+tg??;`hIUQdk~ z4cp55$9@vO@a0y)V`#gK&Hd3&NMhreq~%z9zB%%LH&IjypuVA50jxe&?Cjt3+@ewc(a{3Y@aN@QJxzt zb`dmcDp+GENI`cvsbb6m^|rpisJQBkJL$2oPZKQ70FJ1Nq{H4^k6j z3ysS?ys;**yJpPU^C>YkvvU12^4>th!FaiW59s1HBty$LZ+^$l1tc@P;`*35D8mgI zXU@9m*_PbGRNNP;!}jglix`hdEcVIT4a-Eo?BTJ>%)Z-(5Ypu87mL3I<2iAyp(&>w zs=qU5S#{+avGS6cJs+$#+&Z`%2WU(1O(3}v4&<@OQ6ut7`qbHX3=SHxn^m7bRwxuk zYHDf;;M^phk<2=vFxEY2UXRKP1S0J0*+v{qi@6_j2B_RTQ&^J8M}}^tj`2I)ZPzvX zm<6LDQ~9i)U*~DT0h1)z@p$3sntNT!PFTFni3;sf-#>6& zw#>&|YZPZ44fT8Vth;ybj$=5LMKssWTFsKOV$+j6BmH*3xLYmY*2TUcVfb^x@5{GE+o7EKi| zc%k273|jbCr7C0BQ(;^EF95_4USzzD!418wSV9Y}@X(=lVynR;l~xyah+usf((!Q> ze?01$iDJ${FOyqo+@o&dNCo=NLQUi)v(a3S z<7!^;f*y_$I|ceM#Uo2Yz8YoEfPnM4XVMn3CnqozZlZ}$>V4r;=b)ps3EBc&h4n-P zM@nz8_MPc$6p*{k*3j`u$@a-n7cD<_KSaTQrK}UAMNqeCqr;~#h!mIc1S(Q{*hb)C zZRnTz_`HpcU>3}PB(Q$Ve|@RDctV1VF+5J-YjYNtEn8;aZqkV7Hwv&JqWoN_|B8tu z=h3CprvWPa_wJS1IpN#IYaqOHimS$re{eF4!xE@{`#~_H6X;62MOJ2vfTg1SrW0)v zmsYCwon85^FnH0Vt0qeW<3-YsCVy`5%vza{eVA*I=;qO0v`c(Mf z80*Ziv%6rgB$u69(cRZ2QCeE-MjLAZP;TI^(>O!Bz)d>&WreD$ zDr_+)$CjC=8U8vfT^aymjT}^S@aM;_#!})^zk#X}rp!|^6$6}d&U@Xk(}-l~;q z&yr)J;3JvDXJg$&Odtm z_!JzZV0@5LUcTHgho^g(k^}?l*e_{{ClJ1CT-nNKQjzPCkUhMqi#DuRnCy zu!Wwpr%fBfV84}`+PyC;fT1vydjS>i*Fi>6I1l(SK4Lm@DHR5)IW!n%&G(X$HWBFa zxa2Rmc{Wf1Bj&q>3=WEzqO;J&rBXSv2e?HqfXg2H?$=!NR&Lwh4`5>f9Z;)w?Z&kq zDImb9)KSn^XQ!Ff&!N>8F9m5F;AieNqhC`IS7H-v}r*= zNSG+^VIs^JEjrr#q}5Xf4b0RHt{Bniv|*+R!}tVP5ky{5MIJ`&K;;^MG3R&=x{1k( zs^2RyifzRPDuXPQ^54IoF~a!_p0)zs;@POESK1Y$*D5>IbScUlA?fYo0vDGPT*z<>1y1j!1y^8U z=1qg4Lx=8;i!+cXNYD2uBk0Tml`5T)Mumjeuk~)Qtgvj`wxp*-U+$QDq>w|PR{{GHDL?_tTfdbj(SaQibdUH83?5Fvk zS+GP{i~pIC>~bmPKQWRyaPk?)Y96Bt{LMa>GfNgHA|l3vIi2|aeYy2KKI+%Z_|Q3y zj(N~-PGfPR|8r;GVeVGitsv*do&F-!kyj4TQMoO=S0OpK9}bc?8aM;(3?mhlNe~Ws zx9r&-C+1FGwoJEe`}Qr9T~9J)v-e;kSi?Ha!H< zz}Eb1Cc`ad#O>smQdXRUdF5^xN;~Ks*kwscO$`8B`^<>7psmS-92dTq0gLJTGOnLF znW=V>>mLrJDuKX`AbO4yk*4M1Tw#>5P!%!VDI#4H=8t^UXA zFL`+>)!$x(x8$wK(1W5#EJBNmi-jX1fEcxafb$F+(wP;r%jhFe0HZh|H~_n36J4!r zx80r7T%}@gXQOH-&vGiJA{a{2!!Q~Ws1~4j#?{*Z`l{Al?rdxPrv~aP$)|t%PIfWS zWUi$k%qWR-F;(He$g`BFry8fEy8Q<#@@tO~w0z(nq&XLZEHTO3RF6n?jPPwf{yy=a zj9>yC3_E9Pe8tWjiT{CDKnkRVmsP0eX>|_0>@0O%R-*5~jBVACLtoG8d6B0?rG9Ps z$40oOErSaOcLMaU6%PZisIuE{XF~V8$6rHiQAsF!At52X?+-d{6+T_NgLm($nO43v znfLFHTlNQckm{7C$rmJ3P&9y@t3x7=008-%ax$yTR5WK}2rNtpnQYB4vW6jdi&i`< zKYtsuI(vi%&0opber|>878B^P_;)(4ZL@o<-|CDt^|AI4$Vx>`tpSq)c|kytT7snl z%VD5p4;#Q8$z=JcP{E|zL>FqLRMytZcaN>3v4N_Uslbf(#YGj$S8R3&-;?)6``@d= z4kSyFkeH|>-8SX`8U_98RIiZQsPUS#hJLB{6Ps;HZ85aYp^KHmrrAB&YtCz8qs&UU zJmS`ee11KGGhces!-wX=Z-aHzH*#>YtNASG_?E}}U|Rm<X5IJnAMB{~lf(NWn8o|vMj1MMmJ#x2TX@Ww+0-*vIM2mQ{ zc#`VKo4teW9>h2hz%YsiBB=%E1mSI#M*!KnCz3&re!<#b(0e$B*@vyc=>hJUoo4DFaar^5H4p zlUCtp{`%_>0l*pD@!^D3fC-vG4|??KwVe@a%DsF3fQaMiZB2d*sf-E>%MLG!&s}_q z9U(YIR^gQawo9q!!*AR;%!J8LZN;BrJYKo-&7ZlcioxtXhmE{LVEQ@p08LEDq$41W z9;ftPwUp+T0rDhBV~sDxx)*D_e)HxT%TeqNOP0GR+$bu*JYClqAr3D9(U1FXhf z2&oCTo=-N3gcZ#w0ia+T(@DSBSy`RUsDS^DTN_0DWfNxDuz>^j0eMc(oTA;TU8zAt zW)9rI-)XPE!0iY*D z%m zgo~l*f3S&kt3FymQ()_3!nohe*I!o31QnoMP6j}m{khxS=Ljh<^q}mj4UOW-^XHD| z?~(Y5InLD)daH|G*q>x8Or$WTe1Rvd{`1lSmo1d+%Q1 zM?*WALm9*E_hIXWGX;tHDIc4ko=q#6#CpT6m%30_(&N328b`5x2AfsGVqTL|^Sb!x z*MtXMV#&90rb_d&?r!`7mSTx2!bSRn3fy;xkvo`y_Nu@_w{Jt0)L= z=WhDu=~^ADTZOSjBRo8wRlyrtU@OpjOr4$gy0W%Hjm}c1F)v?_?UdhCk$LQBOqo1+ z6iZ+yNP7G0`uaN))TM`GlwA-jduAq?P!h{@>@!*z#_c>DpBfRv(v(E=&t z!SHtacUs$tCu2prKe%fx*d&&@mMlOmczaf=ZEuR-Mw>{jed9(mHR(#N!MYxmA<>r|>knVQPGBw=VOrBfS-IQz z@#Dvtn>&Tw$$dbe>dMo&6;(`@N@sYEtz}Fj||&K0m?nx;%}p6Ud_t>E+To! zx%URc! zqE<|Jnm9i!GEy08G1KCs6vhdTsr|UFLKkPkR!~B{1OKcwocS|n&IraY>_sx=jy=l1 zOBakO`PK4IKgA>0)zkBXZ$K4TFRS=nB+NH{j^Mux>^Q-mf{X=pJ$^V-o3CGE1q7uc^97#fGSa(vz8cA@_pcV7 z20#W}v-Q+Ws_~9YTtVeu&)(4Y0m}m5F*Mo*Zz%s|KY%X(4yyedpyfkZ5k&*pv^R}4 z@dFfV^KF1%v{_c@cKd|i!6oy})ji$As8q?lBTWD|15CA#0rrvAz%MXlZwk+31p-eb z8o<*LV7n1P6x^VW=^t)2dnODi9i3a0>^48X0ds={-%G8j`Ss06>&x$ES!E?|@3I@d z>d_&qM{&I@1gU^#^}h5 z@NSP1E{2!&?6~K{X5BpvwHKWQ@cgSJ!RxF~RB~=-uT`sWG+R~r`-WX%X@1qh zXMeQ{kJ=X;`~XB|thM$2Ot%-eXQnmn&?l&8R_W>ewSQMv`!zRiP@Jg-!M0(;hS1Z@ z^P8NR-I=nHTc68D%;y!uxcKE{YrujJC>3?30g8In-g3@~K8Ci1@!D5Z-cLN4(ewJO zKJgnr9zA+=_IMYNTRCii5(q-J9CBnLJI)hed$FCI4GvphT}x{d6IALHccgJJSyduT zp}et^LXhL2lHAq)kfIH$c=PjL*sJciTpMn(i}~lLb{lwewf^E#Jk6e z?}(n%cJ3WM2FAG;;K97r29#=4P1A-)ob5jBNYl94eUDV~c>QONoz#l54nn{w0Eu8H zovmVd&0+kJU&~on?Xqp-B{6TK+FvYOG)}+G`*u7QURZGE06DEAJQz86l$H3#z2<%gN5%|9pgnu`w9Y&f;p^vj<&y$=4#zv zQU8=j4*HKo)4EF&^U+@ZTLs^5i&OLoodi@1Umv%>d6=(LRgWCxxv;|AQR# z_q2Z_N_X~+dNqFP)O~|g2j*P`Pws>{mQVX>QLiGZuFqb&MW>;v?O0sXpw8ClpuxA5TW{vv-GvT2O$o$OR_6Fm>^gC8xr}w=in| zdg!mR$ZuP%jNXz|OY;5BYn^^HZvegboAMjH5#;rD(Y!D-JwJ7td)#bP2)FV$wX{sv z?qFpC$ns>jm|3X)%X$SgqBk|`ehy0g+0In$Pja~G4EE}tehd|JwgDDd!MY!%u{X95EM zp2}}7AO&;i=;a^BaSmp%l~~VrJ>AaNSS|pFZNItqTYUww&QV-msPeOu-QwJ3-`))! zHhlP%igLJ>vXmG*>rHk6Lu@I{m~5jVG!8|{mQZ~XsJK|$(9qEt7omR8aNS?lwzZra zMlm?q10*YU3qDT!3iWSiFMGnSI@})3gMIESK3Y?<+5hJK!9HS~jBwT#gly4+7{!~S zbo&6IZ63I~OXkfZe9p*TMWJ$z>~=XOri9pvOQmYTs^Pr&>Ah6>XD+uGIeL;i2cvdI)Wp-ztsQ@Q7%Yhiw)3vq z$26-Qs^1Me2(x1 zf@qM~&Q3y?Qwn;3f61{&CXNBXcoKIhWl4-1N}BZW;~{7AbKLbitr*r3M0ZGsrd(gM z@#AlQU3L6be)QX~%>Lb&RFGMzQnW&T>X z*jZj?;kmi<=uPj!cok(A>@FI!maV0yw^uqm7?%$^jPjpp-eP*ybh}3C1f6b!2B{u@ z%HWmN*ua-Bt&wNB83(cr+8ZE8DA*}*oou{m^g zk&cE&t!?&vi%#G0FreloP~u>7d{V?JpI^PH%qTj8%BaPWXvfP#k;Yd(OHi z`=@gVjG~<_N?i8eH2kg&)Lfqy@bij7TpN_2=L754XGZ7aJ(!QuoYTMF=u1jkzY4=| zsrT#g-oOV~_zR$kCY$QE+wsg{?4NJ#AM6Z$UcvEORGPmerakYUAP@1Yy{v$IU4^{6 zC?32;etETJP_v>7qt%zI^&^qfmmw zm93my5Pa_Y;vH41U%L#7Pirm5x7CY;JxfY*Hh%S^u&)SVG*E#^VcP#ObZjL#< zvu$l9aL89VYI2OJc{6K*!z`W)$On>GXM5P`s~5em4xIMSDSujnF^?awL{>x~mb_*ih)P8t-FI%Q zF59$O0h=s&Cc=b{n;muJ_1da$+7W5@Df+K`*jL!E`-??w%sDF;!@Y{eQ7hbz)Z#5=s zz_tHG$HN3uIMyUarOR$hc9?dxj%dwc%TuraSZJdrP@%IH53z156Ci~<@4;BRmhrL8Kqpgzbm9ucRs>K%?tGue~N)W zg{9;I!Zma6`YS?X-cDXAoIK6|P#6hXZN%f$*2a}?Tc`C`tIDA321HbsF)rMNVt0>T zO6Y#@{#&+hzc#;qk3aXqPp$dkiQS<&fBxwKb`|&5phK5C9gQC+v{Mi+>7_pZ{M-9+ z#^Wffx6c~=>p>XJ)m6j1wb_zVUBBk557g9tMS^C8{79lqlI;CMc1hAW3pYf*@H@QF6{n zk(_gep8H_ke)qoW`|j)RH{Rc4{0yx^Ip;gyx5HX<%{kZhp_GKs`Zc@OP$-o3!WYlU zP$&%|m>S81>a8;>V-uHV z%@^SknyGYC;(hTpjGMjnHnT{(Kw!Au8r>M?KXyMhU6>!t-zoV({*zfn^~lhmv}(0Q zbB9@T$4QCd{?wTI!{X&zaWnX831V|*U;LKBv}Vcn#cyBj`v1TCuO0)ZWrco%8rvVA z7n~iuBcAr@vb42z%AJTC>esJdk5^*z5_Ftj@6++F!&f#~#NExq!}2-HG73feA!RLQ z?F8e&gZY===zjTQZ?(m2TfXO59&2ov?L@zRZG5m=me!7AD&OgPE({drb7V#3dvX}$ zxiKFL-$$WHdHjMkN{Nwm`29wPR$jw9GmF{D>rd(U#&taIZ4Oh2_VTsqW-ffmDRfZM z*W8?!Lh;|RTnX=}{>mlp?dUOHGtum*aqHHtHEY+V)dmMFfBpKkn~zVli{N}sX)uN2 zbop1!B^0MKFGIp#a$bwj%DF#0Ix08TT{%{rH7~z&=gu{2*2tKe#uZK)OdM2scO&?O zMR(AnZLE2hrwbk z-uUr5+xEx!wRy`Hqv_AibgYj*y&mhSu1}=rvlQDeAQ{@vk3|c-n6la zFm6npu5X?X866#!Y4pC5>)eG|Pf(A{%F41C>kc-mf4l8?CO#l_AajPyUdsBE6RDVz zmh|~y&#X>-lH#dTPWLy`vmZNl?9ipRVq`_dsJ?rBqb+ZnbpwrtU4T2QVuX;(9-Hyn zYwoVD`-DX#B^A>w`w~r>1(FPFW$dR%OEF!Ex~2Op`s(EI43%+OISj&>H(6YI^XAQl zMLzTuJMITyE+Xt_#(C^9Kl=4=qmyuVM%`7>-eqNFTeoiy$+Vy8E(;c|OS6i-eEBk$ z!>qOU2u%|0U|r_mpsDuNtGew4FUff9u^*K-&?pZPf1DocnrJhoFB~79bv*c;V_797 zUeZrMCDZO5E*qIOKNg!;RHUG)`f9wlR9uN$Ng(+l*mgIG&TJhx^gxO zR=6^XR)otQB#(Xb=FPgdM&3>K6Kc^)Z_ZqLYxpcV+3L+$U(K7dYH618Dk@%NIg&># zc*&^}fAwKqvPo=g*1XC_{?R`guN&1RmR4&xM&~@(cxjn1=I5>$HpEiHnz;8|>vEzr zvNB&jd!}VnTvWuvXW6T}>%P{?RjcZ0IZc{QmLFbM{^`>v)g*oQM&1YOckAGX&O45L z2$^ene@Exjqiy0=R#u$6ytQ=#rY)!NYO{f+jH{p`x3RNuwdChEy1oPDsNY8+Gd za{J>?c7yL%MH^wY>PSibq4!3qU~jmFz=ea_*WoSe1k^mkUSKZ-xd%E&|+ zef|11L~BR;AA8TPIT^y_bHalBMDo>fX-&t|Np9ow_QPKf;srWNN-thMe}2VCQd06* zPj#%ukFj}mUEQ#*Z{M_hdCfk@4D{9}@CYXBm4C(~zv3}cxpjq;lQUW{G$`l=#@Dh{ zV7hZZ?ti54SaYIY@xl`X!R9&-T(T-gtsXmo>zHAUCg=R*P^%7Bo-!txla)2U-y%fZ zn+!^k_p#WPwW}x;iCc_!5u8p<<+rHcY}+OuCiT9qzr8)=Sd(?&mn*i|H!*5yb&1;7 zuJt4o3&>6lxAi&4%7!{$aHb9K?KLFNQ#D@X!zb!mIGke9Qx%Spv%#n(Y3FZO%d}H= zb^GIw-^#h7b1#-1Yqkq?bKA;4{AIrl-qzP0g_!cJTAFs`#CT?&)#RYoyVTU~%$a`H z(#f88j#C5Qu%g&g|*q zd@bR7Qn}@5es^W0XzB@rbri~Rj-_mf@cur0R(Xe?EcHx5coSh~XTP_nK3-ci?d`Hv z8#;&E^7R{1-q_jM^-k~Kw~s*>Q6SzRf8!qPu0YOfMPV3*N5B6rB_ZL=V_5TBmwuc@ z-x1eQ#28VTTcWwNeOUP`njU;mEuO1?XBMies%q#V*KSZ9qZZ!%^wA@1eb0(Gt+P+} z@T-V=u#uqB`?;-o1R>77Go6>0*NflwE!j09?kry`E9H^?aDyit=hLw^JueqOb8}-5 z7Lkys3KD+aJ3l*^v(YsO;ii_Zr=#PbF!s6m!|oLniu3zD$VvXEkWXBLYzH!`V~VkR zrXM?=UgIV2=9n2FAG!TzLDFt3#aMMUi|&fj`|EeRd3s)3AAiECKZ->@;!9znIBr@# z*|;&$vQI@mN=f>VN@Cm|KgSp+C#QX}m7CV(FjcOL!F1v?hDSycYR?I3oE|WczVLJx zqoboE$&d*;g))YQQR{M~uq#3&{bFS$|Io7pyVl=-V>%sC8fhPf{NWUr5SrUq~B z{z{>2W#ZzJ3(;daa-=k7U}hjo(b(8Hyht(2!5(Q*f1P9;y#nG z3L+$raf5C`u6#$4&zRrBtk7B-_QZL+Xda`wi>|l>>DRmL?d>f_JEhac8yZym>XP!= zU*v0CP_DDxOA@|}y1M$qvr(AYfPjF!!oo`I!rsp`qnRFZh_hoQXE%0{41>69(ci#p z)Q}=ww$ML?74^tR%d)d%uW;FZmy?%i;*4tJ&%b>6k}=}o0{4jLbB_!2o6q~6`i0_T zwx2qGyN;V8#Uxd$mz!kG>5!;j1u&-CJ@W3|J7yLZk*v9K@5Yti1s7(qj=X}AtM#&- zmhjkr`}XbVy0d2O1=1HT+!w#NZPO+#PT7vSxmbqqYsJ2RPi67i`B8hTlN2EMZ7ht*T;5VQRIKZc09^LS#w@2wb^fGw5xnN zUt?b8dmX_fSZO_oPqqPC+A=b(7C8$BZ38abwr^MXUJa0%?5oxErPa(-@e3XrshVuD z;Ly-Wph2%ASMIAM8~1gV0m~YG{C(4O%bkr|fBn@zcaN|NfoJyi*DrTsh~tL2z(zIFfN)mSYyyLNFF;7jkap>+_GzhrXXL^yR;_|H6|v zz8Jmokh%=p2c`N)}1@U|M=tAcPS}hh&whdw^lt$Pk#9DVRy}&Ky~YHE5!W-8e^I-zae0;s<10| zVt%Z%^en4l3_+_l_HqU1#KO_6LD03v&aGmC=`u`JB8dgNKuE{rt48 ztt~iE$VI=WD*6P_6_StMT<=9iPv(`&mv{Qw_LsiDv+8jM5_9$~G5;Mj9O_&sAPo2L z+f;Cgm#e0j26PP!n5d_izJKq&gp#KMIL3SB^ST6lbVyoS+Rk5p)fAX$Fw?=B@9OI_ z!e*|}u>SywzVir2`rvK79rtf8%uUpf zA)6N_DzUXcmlRO$910H)ZwCS}0M_zu%X8~2aGAyaG3f8Fx1tUvgIWAq@kgafTc{m5Vd|laxbz2j4$-} z|E(N5Bnp^j3dP?GPj(9@##&lMkSHs!WvQC6Go|S6iF5jjgRWhK74) ztmhiLQe1ZWjkZUHlXvefCva@6T7#pMA4P?8&N?<#PbVje{Y+o7eqCaCpy(3H@oda4 zdFb;OF6h6%y~3Hj<1M#YyV%oR+#;)2uTHjGU5^k%Rt#z=iP((sx&RC3_H| zLtURg7oC&4K#lvWwu|&3wjvL|LRHq<3D!ir7kG)}9lbR3F4xzAfsDc#wiA};l&zk8 z%Xtuqc*E#W*EIIU@x-^JB47SUPjwsN`&tc21K&8ZW?!#ZyS)!H^NBwmH}H>O3(1dA-z(hj$-B*e#aS@tR+WQrpN=r^WXJe$!}1=N$4mbL-IqPtF7$Kmlp0p`L`M0M9E#|Da~N8hxz*2NZlzy`=)glt5SVfE) zpZ6PJDFQ9*?Cr<8Lj9T|@-a&#sTMt>xb=fV{Tx(KK3JIF#0p?MgFz%UmyJy-O7Pcx^~sUvA8%i= zQi;@+h>g+7%?_6k3p~s%E>w{^7l29^rCik;ApGv;tSoko%qUV8ZD0F*0vAL~h(5jM z`YIO1m{(()O3$}F*RUJ9r>dsLZCG>Iz#H4&*I`-@ajdK6&6TQg%z4j`ug_HybvJ$6 zMtyrquqvGzh4vaUe#E8ZnDmScqq<9px_gC5gpW{+jR88hA1xIE)!>Gr*`fhBqt9cf zNEvPdiCcl0iRmKhRc+f% zjKY|WMBAnE(!lz`VPRq3vJBLFVI0L`>k1F`y?=p}TnVh-_pKz!v+Nrkw*+)53dt;)$;;w5^|=MMy?BrycoQv5=m@tGNm*%qrb_Lm~XX$Xa=UN*Y8^@|HnRG=bH?g!n zqP~O@vvJ9G+HS-xOYbksoC4iBG}QO*-RsN_utUjS*qeRkhTLN(Jfm#*G`aY8L`Xtax+zypZR0A>}NGjD7p|ab5p@ zPW;vJ($Y4!FDS>jZVq2%WME)oV=E|aqkbga1Ik(nR=`O5f`wCEFN^rLRpjOf<*Zzv z_U+gF%ghdZsi5Qtk~=nfqUbl^Cgi*_|I>G{w$jh!?!13}Z6u2da{T=bbP+d4+Vx8O zPg~C2*HT&_SEm>Y;JKp#iGr_%zYfB*E+{{FNbMu0Nhy1>Km9q_I#mq;K${>uUeA-6FD!cI(Zo4=#-80=j zolfn-E%u&aasKAW*i0MQ;*KX`<%v@r13ziG87Tp8o%q4`)cWzo=s(> zNVI)1;16$wf*ny-2f-|W|`1yfw#30uo z>|Rj5N(%*`jms*7T~Rw9Ida6ZgU@=*-F& zO*C5hA?8*h?@-I3%8A~4H0lIWo;-Q7B20R}{m>_xdsQSNfaIH+ocw}VMliBLY(_|L zZ|`O`>cVYsesOC>gAU^3Sg8OkAoyex4YgErVbI|6Vq#A| zyU?4+%1YY`s@2o%*%R~R$-2T_D<5RZ`8vtD=+x!64RW%)jC_OEj!KN*G5}Xw&mE17m>91}IVy%si2B6f63w zK%bE^0VGH_9#Q`J0r4n%#@ZP+ettF7p|bbZY^%s}bo4>(kD?W+xiL|%{J?s80aa2A zlDZ1a6v9N$!-Kvh_*j4fR&O&h1<(W{qyz7x=r~AEPmffo_u=kpl{Cv}g;;f?Ij}xh z*FJXQ#|p-=&Gm#GT{r zs7J=X@MK2-uUWfNeX4oaYcL!vCr_$sX=#awi6ySoTefnYRIW4K80yGw?CJPDTWDxP zK@9Vc*IZGF)4YY~9&JChq^)^j-s&kWZ@kv`PHCi=SVsgkQ05Is=bOn2o`tlGUwN68nasq=ey~AXHxHY5N z`fHc3TuIV=ztq5K416aOBjb6jvG}zp!l;a&3oUQifppiPYrZ!x3=Itd2O7LtQuUO;NG?!f-f!pUX2|>y9!;m{ zl^*BXD3E4|j3Hpfjm!$b*`c-zAsP+24B(9c=st|b5~|GC&oZ^;z`sqeOWCr8!Ac<| zY<2h0~l{g8^BrZrK4Kp-+5IwYQ%nMpPX zqcC{!lBa4V;)z#sHwep|J9qBZ95xRo3K%x6cWKmZk8N1MYOYjyi#16RV71Y#n4iZ8 zL2IJPHkJTM)H!KamM&eIXwjq4Q;aI748UIg-3@Jnl1W<>bmidVjrIG;7HDDnCC;f{ z2^HcV>y{+}Ypo!s^b}8>t_Q1$Z204hMr2sV7wQLF zewO{^R(%b&vm0U)qJcrNFTYLe(__7#Zfv&a+LDZmjBOFrzb6+h}_wzvhrP@dL)uBqy6yLPGc&iq0yZ?$hJTMJLp%@Lgp3_gHVCShw4 zFZ8~De26giyf6g?Ghy$hhjQsf&71xw7dC{sIAJpyreKQg=#@`=qS0VFazq+oS9WH+Pt>lcY;a`cxm>E3$=lLEAyz)VOGsTw z?BVGO$N`r94P8!oWW@Y?0fJf>#LDHw#KZz5yLwP65yee-*9r45=RN!pSY48ilR5MZ z!sNfBMSKID5Z%gw@RH2CWWW^(`0*Hd5!DWi4xwpIpFW*x`t7!ij7*|d&Pt2UlGDKb zo(v%K^oG8F>aI(QoSqnnU6@#y_ah*rpg;_DlO)&@SwgnOWX<)N;P2f@kU!{aeFoD) zC{=#%LGmrOImx&9B0vEG0(tYQJ=XpuGn|g|c7&UfJUMii z{4IWWK_DfX6oK240#iRy2kfsSq_A>uaDa6t1aj5WVZdX(iL1HZZ4-WX_MW}3i!t@$ zyygrtC>q63I3|+Rjn1^ZuTjYBca{X;rxGtK2+XB8pL4o*bPFBbA#9JHE8?-$!6Tl= zm*tNY7slitesboR%CU845zJ*k7L7I84(N521*2;ABpPMS6I&$IB+!6|l;h7KN>q## z3vvh(K!ofWs+^$1j7bK+;SLCmz0QS#8C7d@`^iEt?sCKmE~7dwqRDw5Gf_Yml?#=i z6MuR1laArJb9V_<_VxKe11z%P@o@!22=MBc$xc~e%r=kIrVorlq~`Cft&GBuuFtPj zf=XHe5{TQPTMiW4g=V{vr>IV&LVaySkOZX=K^pnfl)b%XCMP?=+F}(w0S!qQ#+~;A zka8lB7OTfp&OhbowL@sBI=hiShzR2bRZ-HYfC#|au_NrrmCsBpED;se#1PU@gwNkb zPw!Yh-h6N5Xu*dNTS~PaQk8yH)XTRf&FVjV&wYBD|K&@`su4jcn~)KQO;gsBx;6e< zR=w@tvKzyKnze8l(>=3v{YAO!fQ_L8=;Oyc`IWDpdVBBwSuATm0la-`N(~&8!L4V= z)Il5KCfd+{?mI;x8YezQbMr)~MFcN?`EpUnle!dAaz6gMV&-q@lKKkM2YG&nL1b+} z8I5|ue;t+ZC!a6zlsFjv@jL#wmI{=eZriATs&`ZD(2Vp+#rI{A|) zA@CMuV_wRM24g^E;0hd*EE<{VAW*}Bkvky9|2OuHk{dA+{-2Xdag^CEla{GPtq;@U|fLI1spKyJ#1seSwrBV6%lz|Z3d)y#hWWaMEyc`n$Dr0_XpR=%*U7Z zk^7aPqdGVq1w`JquC8!YHoBjm>;y~4IyOcs5JC&%qU2}bz%2%v)E;j?D{V<&+Ij z#pnaU+0(e2H5)fp15R(4|Isp)Bg z<17cX?CjFv8fa^6-4A&iPzRS5j@hu}Ci^KRpb)Z)<87>ZC)WR4&fg{Uyph6YGp)88L+j83+?upU3I1ieuXOcsM4!f92j zH<#Y!xrytopTBxzc4#OFlxZ9j|lUz#8&g|0euzR7Hl*$G$2A% z%PLKyp;mxBeQseVB_;JRHa4#90jQ+9lhUa%9o?L`Oyl|Vm)PZX8`wJ8rK18Cl0dbI1t_3LkVNj>5I>{$Q- z(A)DD<^?~&=d%rk0m#oV6rzCk($KL8V+4bXK30uo2T6p4?8L5#G-=KR@J$71h@K;K z60{S-5|M#nWfjH3FT?e)+__-R@E-ZsYS%1~Og~|NB-8~KPEJ{9MPzS-0FFi2tWj+x z{3T?bZtM*>lkO1VoJbZ?I4+Om<+ ztKOlu-Q00AzGKb0q^F*4J#@cc5lItb$rMUd_wE#^AKv%1Uf=_{Bz;b38)ZQjfC?e` zQx!<&4FT(>172FZ9`!u&VBk}#L*{T#I?&O?at;>&Nw|fD5G4bf@Gyr)reXC&Pi)rq zOZiC~=miX`Js`br*v0h)Do8`T_G57k2lz883lW;qu58)7nOx$ACJQa!4eYvc*K%5w_}3KDk;>Xk9zl~7w>^7LU8@C(`H zsF|5rpZdY9g_qZSkBkftNA;0XwX3^ZAD)O3omqr2az%jEmypJJ>`|SQ`wEi|G^|@Y zP5UB5PvXU4;`y1K9Vs@d^Sjx;lYGc%XDLq~>{6VK4GoWG*ZpAavf6>Y{c4rtgR~Lk zN7FcLv5T%CwACY8Q3qZTE`xpqv2vS18qi(cw(WDR^b1VmCs8y$Cx2vwToEUQ%3u0C;dIEWDA zB_&dr@-KA)5Q6}PyINfY-+FK2f$a-~nI4oP%Or48gtuWIexYp8?BI)+-6O+uok&6-pw}B2c$Z>E+;j)Jn77tGela(I`a{9Y|;^~N-FXb zjP-MzR|X1Pv2q1SgWw3l<(DB7g~B7!jq*tmW)8CNv6?)(PnK2MyAx{%sE{7GaClDt z&M*g6X2qUrP~0+ERZm$u1y-zDMMNqh#1pBXrbd;R6;q)mVZ(BeVsai*F6cdZVzzmk zq*s1{2t&kH1Olb!`r7SmQqV(JLUW|E?J8sJYs$EUXkLZnc1d$R$=oP$d+Q+X{TLX~ z(Cq{B450hgAQp@eDjXC(usSjb;|t|wIgIx8gnGM%EP%H74EW?x$e+4E|GN+gK>WueLxzG8xs(g9fUs-PE8ajPSQ-_f z)3$cotOVDtX<+zTIo9o{j?s!Xf~P_rr7_HkkD_o5!VAcwVgvt82nYVb>}4d|5~S1K z4ow|E?#c*nO0C~D4ASweMb@Z(PHm^vo~3MVFJUjdcmMv0)ODfN0cTeMQ|jU&QFH1( zbjkOtH2?l_HE=OVX5|Dn}mp}f}*YHjj)jlCaBQWZ%#JjY>Pc{5(pA5=I*-qrXH5)dt-)NVF-%TDh9Ua`e4>r=j?cwN?{Uw%= zJY)Thm#|^q0hf&dOc)T`qXSTccP(#LtcEKR{FQ3()6Hs%{8N(Eti7<}LKB#LuzuE?mE~r zoH9H2X85M9Z6qY!x`b;k7CavNv34&&e=G-yru2Gf%I^-!gMye?|Kig~7(al5fkC<; zj3)GCJuBwKpipw**dD9hz2#^XiK9_M^{G&XO78 zhfB}0^@7WuXpq<7suQ#SU<0t^v+8GiTebTL>o;dAST&ntOewWgy5 z;gqn_jYBapF;z2@GvW=&M)e9U2gbz9VUVDS;n<7YfbdiV zj6-Gt?0Qh~`utjWaA3ZLZa+$tJ8+MRkXMOi1)9As)(k;U>UKk)E^Ev{x+p<8GTP>; z!GhID3_u7ZWS1eR!9K6en0g;fL^u{`1iTez&Yp#%Mw~c3#@>H=_X6et3Htj$Ldf6tt`4V)WzXVu1TjfH7X{B0nDugCNrxMwvWuaZ3u zrWJevQ_f)mAXlth83EFaxP|~Xh;&K_Zn(S3u)HEc)997HK7Y?Q4HPetaS2?8`}K6B zLUftq{0Ke4*H=D2VV1ThAs6VG+jiU#1~7RH8C4L+Kz4oq^cWyI7PVC44Z08 zM+=c8zzJ>Jy*m={fb1$FYJ*}95}Y4$VVplnFs~{5awSt6<(Df=s`_+~rNuzYATXX# zSujX!1+WMIHZ?O73Gs|*&S+9Fbbbj!kJR-5w>=Onq!H!G#8j)>iWB>g#r{6K6@Ay_ zVpMqvB?RrJjPTxsn*V7T01U0o8bn?vq#h= zuOdtqu#37YsnfAAL{d{b${urMhCyP|2MJ8<5Con;*hX3`d~xKghW(hk!0g~z(jd}I z^?i7qym{l{_^fLTyOx-UNZD?a^Z+Ce5l)?gKOjC5sDlmxX?RFAZ{-r*69YMoAb)ko z{l?+<2EP!io(n3_nkN=2ZJ`%)B_X<7&i; zSZw&sRB1bzIft!NxjlRRm*$fuATG}ve^+lvK>NNnE9eNN1Gev~3 zK+)4XImHP7v%H@T4F*y`$BFhcmH;H%dB=(8%5i@7P{cZlNQm9kFu=ieb3$J+1(eP1 zc~rlJGpRV3*)GX`SAQ!E|P0X3-Cn!ZZPVBEs zbLUVzO{3x*BNi|eo325)Oed0IH4@{R^>4rjQZLaU0<+69R2UL?`?H{Z$5aKS);H6gs zW~xu@D6S!rIB0wZVL~r~{*1n&ZrjHV2d`dB_O0X?O>!HPf}xUr3OYI=f%#6)kE5Op z6eas8^|8t_%dlMISY_#9?al8nlNgpnv@!i(q^#Ru=VV4|T%d1R8tw8aZm1tlL~ zKEzsB8hretWo(~_h2)_`!NaUlh3wpE_qH{vFbf7VwS{i=e%l*mxJv%crF)bfcFU<@ zZB(cANw(J3N;4+sKyD%1n{?8Ws}9=YnMLwNo_Eao4i69AFy~EHRkW}$U%jENx=Au1 zeok$q)6rSKwkMxfZj}&qb zM*Q2BWW3A72_BK8A9%+0?cYzQwt-x&WkZ5hqx#&7!9eyP4O4SwrYp;pm^evj$Cs3c z^_p*ucSu7K`TCDyp5b@rqdBs_P$xtCVd$?-{J+FW=~%DXOWy3yHbneZqKiMKv{X?0 zE%Af@=sUbWPwcP7mR_}FMZp8JVQaf+Xw}x_?I32Z#l=deMx-S?UFE-@hmV{8i?pBr zhTHk);?+MBs{TKBvw!s{X2d^s2z_xuV%{ft7Cu?|MbZG`*H-uOve8tM)osNR;(r zmI`lgD71wIrF`sV8a%p&%~~AT0%}g7Gj+l1`qMIR;FY1xYjle&(0i$qdyD38(w@hK zTU7i+p@;_l35bHF|MVr6F)jKnDVlm)sev2TQ?4~XRY|2?D}MH#vprqFPuaJ4T2L`)WK~2{I%<HUUX2M71y3l(T>c~P=Ate%s(}X}Z z>V@Iqd+}mNYYkeeB0)85kzKr<&$o9f3B2GwVki6t)(ibsK{7g`A5~402@Ux2mxsSB70nf0NDwV z1L=YLS`jS_4Wg*y)4&S_qiUP=uO{Rv`4i*>a{n+4ha2+LpD(5pbfDVxi4F~>3ff@_ z9x4%bIgrQN2WNMOkGLa1Zj}Q z2f>um!yt^?VPR%21^Mzs`!4vxat?=~$MkMgn;tHHFx))pE9yG|N`M8{)r}_yovyR}EVxPiji%L$Cyp&6-ZRXZ z?9H3+1SVUSk=89hmD%?@sf&QZPP4*;X0C+M$<@4&ySn0v>tnRMlG6dU?b)N=V_o

       - + - + - + - + - - + + + + + + + + + + - + @@ -234,7 +247,7 @@

      growcut

      - + @@ -246,8 +259,8 @@

      growcut

      - + (0.001) + @@ -255,12 +268,12 @@

      growcut

      - - + + @@ -271,7 +284,7 @@

      growcut N/A -

      @@ -350,7 +363,7 @@

      julia

      - + @@ -363,7 +376,7 @@

      julia

      - + @@ -374,9 +387,9 @@

      julia N/A -

      - + + @@ -387,7 +400,7 @@

      julia N/A -

      @@ -466,7 +479,7 @@

      pairwise

      - + @@ -479,7 +492,7 @@

      pairwise

      - + @@ -492,7 +505,7 @@

      pairwise

      - + @@ -500,12 +513,12 @@

      pairwise

      - + @@ -517,34 +530,34 @@

      pairwise

      - + (0.002) + - + - + - + - - + @@ -555,9 +568,9 @@

      pairwise N/A -

      - + + @@ -568,9 +581,9 @@

      pairwise N/A -

      - + + @@ -581,9 +594,9 @@

      pairwise N/A -

      - + + @@ -595,8 +608,8 @@

      pairwise

      - + (0.029) + @@ -607,9 +620,9 @@

      pairwise N/A -

      - + @@ -620,7 +633,7 @@

      pairwise N/A -

      @@ -689,7 +702,7 @@

      rosen_der

      - + @@ -697,36 +710,62 @@

      rosen_der

      - + + + + + + + + + + + + + + + + + + + - - + - + - From c349114bf1fa16d37b9e11d9a56b316f508c590d Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Sat, 13 Jul 2013 18:51:24 -0100 Subject: [PATCH 48/54] Update documentation --- benchmark_results.json | 510 ++++++++++++++------------- images/arc_distance_logscale.png | Bin 51360 -> 57746 bytes images/arc_distance_zoom_5x_best.png | Bin 55038 -> 61611 bytes images/growcut_logscale.png | Bin 33669 -> 33673 bytes images/growcut_zoom_5x_best.png | Bin 37487 -> 37523 bytes images/julia_logscale.png | Bin 41131 -> 41158 bytes images/julia_zoom_5x_best.png | Bin 46298 -> 46284 bytes images/pairwise_logscale.png | Bin 80251 -> 80153 bytes images/pairwise_zoom_5x_best.png | Bin 80227 -> 84434 bytes images/rosen_der_logscale.png | Bin 39117 -> 39843 bytes images/rosen_der_zoom_5x_best.png | Bin 41526 -> 41406 bytes index.html | 138 +++++--- 12 files changed, 353 insertions(+), 295 deletions(-) diff --git a/benchmark_results.json b/benchmark_results.json index 2d99793..6b2b1bc 100644 --- a/benchmark_results.json +++ b/benchmark_results.json @@ -5,83 +5,115 @@ "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance", "records": [ { - "name": "arc_distance_pythran_nested_for_loops", + "name": "arc_distance_numpy_broadcast", "cold_time": null, - "warm_time": 0.0010519027709960938, + "warm_time": 0.0010790824890136719, "all_warm_times": [ - 0.0011289119720458984, - 0.0010519027709960938, - 0.0011150836944580078, - 0.0010869503021240234, - 0.0011289119720458984 + 0.001127004623413086, + 0.0010790824890136719, + 0.0011730194091796875, + 0.0011348724365234375, + 0.0011169910430908203 ], - "std_warm_times": 2.9513716398922119e-05, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_pythran.py", + "std_warm_times": 3.0241627598201365e-05, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", "rank": 1, - "speedup": 52.58658204895739 + "speedup": 52.62152010605391 }, { - "name": "arc_distance_numpy_broadcast", + "name": "arc_distance_pythran_nested_for_loops", "cold_time": null, - "warm_time": 0.0010750293731689453, + "warm_time": 0.0010828971862792969, "all_warm_times": [ - 0.0011820793151855469, - 0.0010750293731689453, - 0.0011110305786132812, - 0.001177072525024414, - 0.0012679100036621094 + 0.0011250972747802734, + 0.0010828971862792969, + 0.00109100341796875, + 0.001107931137084961, + 0.0011029243469238281 ], - "std_warm_times": 6.634321594692584e-05, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", + "std_warm_times": 1.4528282173538354e-05, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_pythran.py", "rank": 2, - "speedup": 51.45531159902417 + "speedup": 52.43615147512109 + }, + { + "name": "arc_distance_theano_alloc", + "cold_time": null, + "warm_time": 0.0011289119720458984, + "all_warm_times": [ + 0.0012540817260742188, + 0.0012290477752685547, + 0.001148223876953125, + 0.0011289119720458984, + 0.0011601448059082031 + ], + "std_warm_times": 4.863005003051606e-05, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_theano.py", + "rank": 3, + "speedup": 50.29883843717001 + }, + { + "name": "arc_distance_theano_broadcast", + "cold_time": null, + "warm_time": 0.0011911392211914062, + "all_warm_times": [ + 0.0013020038604736328, + 0.0012209415435791016, + 0.0012030601501464844, + 0.0011911392211914062, + 0.001210927963256836 + ], + "std_warm_times": 3.9421082742675153e-05, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_theano.py", + "rank": 4, + "speedup": 47.671136909527625 }, { "name": "arc_distance_numpy_tile", "cold_time": null, - "warm_time": 0.0012919902801513672, + "warm_time": 0.0012850761413574219, "all_warm_times": [ - 0.0017499923706054688, - 0.0014269351959228516, - 0.001310110092163086, - 0.0012919902801513672, - 0.0014050006866455078 + 0.0016589164733886719, + 0.0013489723205566406, + 0.001322031021118164, + 0.0013129711151123047, + 0.0012850761413574219 ], - "std_warm_times": 0.00016505645048967493, + "std_warm_times": 0.00013817705848849997, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", - "rank": 3, - "speedup": 42.814541428307805 + "rank": 5, + "speedup": 44.18645640074212 }, { "name": "arc_distance_numba_for_loops", - "cold_time": 0.6340889930725098, - "warm_time": 0.011717796325683594, + "cold_time": 0.6598680019378662, + "warm_time": 0.01122283935546875, "all_warm_times": [ - 0.01208806037902832, - 0.012027978897094727, - 0.012385845184326172, - 0.011717796325683594, - 0.011785030364990234 + 0.011639118194580078, + 0.011374950408935547, + 0.011403083801269531, + 0.01122283935546875, + 0.011378049850463867 ], - "std_warm_times": 0.00023801696329878573, + "std_warm_times": 0.00013387838205918876, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_numba.py", - "rank": 4, - "speedup": 4.720680393912265 + "rank": 6, + "speedup": 5.059589564921822 }, { "name": "arc_distance_python_nested_for_loops", "cold_time": null, - "warm_time": 0.05531597137451172, + "warm_time": 0.05678296089172363, "all_warm_times": [ - 0.05973219871520996, - 0.05531597137451172, - 0.05608797073364258, - 0.056166887283325195, - 0.05698394775390625 + 0.05799388885498047, + 0.059461116790771484, + 0.05897998809814453, + 0.05678296089172363, + 0.05697798728942871 ], - "std_warm_times": 0.0015313597488615565, + "std_warm_times": 0.001059555738875288, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", - "rank": 5, + "rank": 7, "speedup": 1.0 } ], @@ -95,57 +127,57 @@ { "name": "growcut_cython", "cold_time": null, - "warm_time": 0.006164073944091797, + "warm_time": 0.006227970123291016, "all_warm_times": [ - 0.006164073944091797, - 0.0061910152435302734, - 0.006551980972290039, - 0.006548166275024414, - 0.006206035614013672 + 0.006752967834472656, + 0.006559133529663086, + 0.006483793258666992, + 0.006402015686035156, + 0.006227970123291016 ], - "std_warm_times": 0.000178360338277612, + "std_warm_times": 0.00017335200928170522, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx", "rank": 1, - "speedup": 1623.1781155720585 + "speedup": 1643.419875966618 }, { "name": "growcut_pythran", "cold_time": null, - "warm_time": 0.009992122650146484, + "warm_time": 0.0106201171875, "all_warm_times": [ - 0.01046895980834961, - 0.010176897048950195, - 0.009992122650146484, - 0.013322114944458008, - 0.01224207878112793 + 0.011934995651245117, + 0.011780977249145508, + 0.0106201171875, + 0.011717081069946289, + 0.014873027801513672 ], - "std_warm_times": 0.001313107179394154, + "std_warm_times": 0.0014226057833268233, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_pythran.py", "rank": 2, - "speedup": 1001.3277738010022 + "speedup": 963.7530082614943 }, { "name": "growcut_numba", - "cold_time": 0.7352659702301025, - "warm_time": 0.045130014419555664, + "cold_time": 0.7253401279449463, + "warm_time": 0.045042991638183594, "all_warm_times": [ - 0.045130014419555664, - 0.049748897552490234, - 0.0479741096496582, - 0.045738935470581055, - 0.0452580451965332 + 0.045042991638183594, + 0.046922922134399414, + 0.045081138610839844, + 0.045456886291503906, + 0.04484391212463379 ], - "std_warm_times": 0.00180899777624235, + "std_warm_times": 0.00075321831136623818, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_numba.py", "rank": 3, - "speedup": 221.7014565030192 + "speedup": 227.23112997819229 }, { "name": "growcut_python", "cold_time": null, - "warm_time": 10.005389928817749, + "warm_time": 10.235169887542725, "all_warm_times": [ - 10.005389928817749 + 10.235169887542725 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_python.py", @@ -171,57 +203,57 @@ { "name": "julia_pythran_for_loops", "cold_time": null, - "warm_time": 0.0024449825286865234, + "warm_time": 0.0025348663330078125, "all_warm_times": [ - 0.0027620792388916016, - 0.003083944320678711, - 0.003053903579711914, - 0.0024449825286865234, - 0.0027990341186523438 + 0.004912137985229492, + 0.0028710365295410156, + 0.0025348663330078125, + 0.0029311180114746094, + 0.002733945846557617 ], - "std_warm_times": 0.00023169970404922328, + "std_warm_times": 0.00086850252133539743, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pythran.py", "rank": 1, - "speedup": 1708.6048756704047 + "speedup": 1673.342268623025 }, { "name": "julia_cython_for_loops", "cold_time": null, - "warm_time": 0.0038399696350097656, + "warm_time": 0.004202127456665039, "all_warm_times": [ - 0.004236936569213867, - 0.003984928131103516, - 0.0038559436798095703, - 0.003970146179199219, - 0.0038399696350097656 + 0.004542112350463867, + 0.004534006118774414, + 0.004435062408447266, + 0.004202127456665039, + 0.004391193389892578 ], - "std_warm_times": 0.00014220203482506229, + "std_warm_times": 0.00012363649155725952, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_cython.pyx", "rank": 2, - "speedup": 1087.9015894697627 + "speedup": 1009.4170212765957 }, { "name": "julia_python_numpy", "cold_time": null, - "warm_time": 0.17076992988586426, + "warm_time": 0.17325592041015625, "all_warm_times": [ - 0.17763805389404297, - 0.17109894752502441, - 0.17644309997558594, - 0.17076992988586426, - 0.17354702949523926 + 0.20347309112548828, + 0.17347383499145508, + 0.17325592041015625, + 0.18551301956176758, + 0.1885831356048584 ], - "std_warm_times": 0.0027643525367431272, + "std_warm_times": 0.011180650706071306, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", "rank": 3, - "speedup": 24.46279079832631 + "speedup": 24.482274373596372 }, { "name": "julia_python_for_loops", "cold_time": null, - "warm_time": 4.177509069442749, + "warm_time": 4.241698980331421, "all_warm_times": [ - 4.177509069442749 + 4.241698980331421 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", @@ -261,197 +293,197 @@ { "name": "pairwise_theano_blas_float32", "cold_time": null, - "warm_time": 0.0009548664093017578, + "warm_time": 0.0006971359252929688, "all_warm_times": [ - 0.0012469291687011719, - 0.0012369155883789062, - 0.0009548664093017578, - 0.0009770393371582031, - 0.0009648799896240234 + 0.0012710094451904297, + 0.0009500980377197266, + 0.0007050037384033203, + 0.0006971359252929688, + 0.0007100105285644531 ], - "std_warm_times": 0.00013559110891453869, + "std_warm_times": 0.00022354891872955864, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 1, - "speedup": 23420.78202247191 + "speedup": 35800.13030095759 }, { "name": "pairwise_theano_blas_float64", "cold_time": null, - "warm_time": 0.0014109611511230469, + "warm_time": 0.0010538101196289062, "all_warm_times": [ - 0.0017621517181396484, - 0.0017409324645996094, - 0.0014219284057617188, - 0.0014350414276123047, - 0.0014109611511230469 + 0.0013308525085449219, + 0.0015850067138671875, + 0.0010898113250732422, + 0.0010638236999511719, + 0.0010538101196289062 ], - "std_warm_times": 0.00016144648538142409, + "std_warm_times": 0.00020705978133275709, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 2, - "speedup": 15849.988509631632 + "speedup": 23683.163122171947 }, { "name": "pairwise_python_numpy_dot", "cold_time": null, - "warm_time": 0.002074003219604492, + "warm_time": 0.00156402587890625, "all_warm_times": [ - 0.002115011215209961, - 0.002441883087158203, - 0.0020830631256103516, - 0.002074003219604492, - 0.002079010009765625 + 0.0021131038665771484, + 0.0015859603881835938, + 0.001605987548828125, + 0.00156402587890625, + 0.0017058849334716797 ], - "std_warm_times": 0.00014237014479764177, + "std_warm_times": 0.00020488918659130746, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 3, - "speedup": 10782.875273019887 + "speedup": 15957.253201219512 }, { "name": "pairwise_numba_nested_for_loops", - "cold_time": 0.24068498611450195, - "warm_time": 0.012759923934936523, + "cold_time": 0.2399449348449707, + "warm_time": 0.012650012969970703, "all_warm_times": [ - 0.012759923934936523, - 0.013061046600341797, - 0.012830018997192383, - 0.012817144393920898, - 0.012611150741577148 + 0.013544082641601562, + 0.012813091278076172, + 0.012650012969970703, + 0.013597965240478516, + 0.013025999069213867 ], - "std_warm_times": 0.00014515737643551636, + "std_warm_times": 0.00038262768471366697, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", "rank": 4, - "speedup": 1752.6529269978887 + "speedup": 1972.9273813562515 }, { "name": "pairwise_cython_for_loops", "cold_time": null, - "warm_time": 0.012830018997192383, + "warm_time": 0.012906074523925781, "all_warm_times": [ - 0.013009071350097656, - 0.016839027404785156, - 0.01417994499206543, - 0.013092041015625, - 0.012830018997192383 + 0.01318502426147461, + 0.014395952224731445, + 0.01353597640991211, + 0.013376951217651367, + 0.012906074523925781 ], - "std_warm_times": 0.0015011424670408832, + "std_warm_times": 0.00050380989000118237, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", "rank": 5, - "speedup": 1743.0775463178043 + "speedup": 1933.78373235794 }, { "name": "pairwise_parakeet_nested_for_loops", - "cold_time": 0.11951899528503418, - "warm_time": 0.014487028121948242, + "cold_time": 0.11432290077209473, + "warm_time": 0.014545202255249023, "all_warm_times": [ - 0.015625953674316406, - 0.014915943145751953, - 0.01471400260925293, - 0.014487028121948242, - 0.014592170715332031 + 0.014807939529418945, + 0.014693975448608398, + 0.014545202255249023, + 0.014606952667236328, + 0.01485896110534668 ], - "std_warm_times": 0.0004053946409956364, + "std_warm_times": 0.0001179339278879256, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", "rank": 6, - "speedup": 1543.7064002764841 + "speedup": 1715.8618027439475 }, { "name": "pairwise_parakeet_inner_numpy", - "cold_time": 0.1596689224243164, - "warm_time": 0.014530181884765625, + "cold_time": 0.15318512916564941, + "warm_time": 0.014742851257324219, "all_warm_times": [ - 0.01491999626159668, - 0.014583110809326172, - 0.014530181884765625, - 0.01462101936340332, - 0.01462101936340332 + 0.014776945114135742, + 0.014742851257324219, + 0.01474905014038086, + 0.016047000885009766, + 0.0157010555267334 ], - "std_warm_times": 0.00013658695555468194, + "std_warm_times": 0.00055852057859786381, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", "rank": 7, - "speedup": 1539.1216854817537 + "speedup": 1692.8582217478493 }, { "name": "pairwise_pythran_nested_for_loops", "cold_time": null, - "warm_time": 0.01619696617126465, + "warm_time": 0.01623082160949707, "all_warm_times": [ - 0.0243070125579834, - 0.024819135665893555, - 0.017509937286376953, - 0.016659021377563477, - 0.01619696617126465 + 0.016474008560180664, + 0.020010948181152344, + 0.01908707618713379, + 0.01743912696838379, + 0.01623082160949707 ], - "std_warm_times": 0.0038353212267373655, + "std_warm_times": 0.0014753948234956125, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pythran.py", "rank": 8, - "speedup": 1380.7349966880106 + "speedup": 1537.6644241079953 }, { "name": "pairwise_theano_broadcast_float32", "cold_time": null, - "warm_time": 0.03744196891784668, + "warm_time": 0.03693103790283203, "all_warm_times": [ - 0.05813002586364746, - 0.04312300682067871, - 0.0375211238861084, - 0.03744196891784668, - 0.04128718376159668 + 0.05641913414001465, + 0.037689924240112305, + 0.03704500198364258, + 0.03693103790283203, + 0.037606000900268555 ], - "std_warm_times": 0.0076357453378247519, + "std_warm_times": 0.0076462862528005092, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 9, - "speedup": 597.2901179931611 + "speedup": 675.7881278244029 }, { "name": "pairwise_theano_broadcast_float64", "cold_time": null, - "warm_time": 0.0505678653717041, + "warm_time": 0.050833940505981445, "all_warm_times": [ - 0.052706003189086914, - 0.05425119400024414, - 0.05717802047729492, - 0.0505678653717041, - 0.05346989631652832 + 0.05564689636230469, + 0.05321502685546875, + 0.05375790596008301, + 0.05267691612243652, + 0.050833940505981445 ], - "std_warm_times": 0.002155471988263409, + "std_warm_times": 0.0015599503319497833, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 10, - "speedup": 442.2515735724692 + "speedup": 490.9624694554272 }, { "name": "pairwise_python_broadcast_numpy", "cold_time": null, - "warm_time": 0.10138797760009766, + "warm_time": 0.10264205932617188, "all_warm_times": [ - 0.17826104164123535, - 0.10138797760009766, - 0.11222982406616211, - 0.10413503646850586, - 0.10509920120239258 + 0.17792582511901855, + 0.10375404357910156, + 0.10264205932617188, + 0.10686898231506348, + 0.11283302307128906 ], - "std_warm_times": 0.029239066564405045, + "std_warm_times": 0.028779093786653945, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 11, - "speedup": 220.5756398558972 + "speedup": 243.15136628015014 }, { "name": "pairwise_python_inner_numpy", "cold_time": null, - "warm_time": 1.8301208019256592, + "warm_time": 2.0987398624420166, "all_warm_times": [ - 1.8301208019256592 + 2.0987398624420166 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 12, - "speedup": 12.219804293413711 + "speedup": 11.89168672573228 }, { "name": "pairwise_python_nested_for_loops", "cold_time": null, - "warm_time": 22.363718032836914, + "warm_time": 24.95755696296692, "all_warm_times": [ - 22.363718032836914 + 24.95755696296692 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", @@ -469,89 +501,89 @@ { "name": "rosen_der_pythran", "cold_time": null, - "warm_time": 0.004611015319824219, + "warm_time": 0.0047070980072021484, "all_warm_times": [ - 0.00467991828918457, - 0.0049479007720947266, - 0.004925966262817383, - 0.004611015319824219, - 0.0069501399993896484 + 0.004968881607055664, + 0.004769086837768555, + 0.004825115203857422, + 0.0047070980072021484, + 0.0066890716552734375 ], - "std_warm_times": 0.00087365716346835367, + "std_warm_times": 0.00075360403207956324, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_pythran.py", "rank": 1, - "speedup": 2143.142967942089 + "speedup": 2219.519525907917 }, { "name": "rosen_der_cython", - "cold_time": 0.01361703872680664, - "warm_time": 0.005958080291748047, + "cold_time": null, + "warm_time": 0.006192922592163086, "all_warm_times": [ - 0.008213996887207031, - 0.005958080291748047, - 0.006349086761474609, - 0.00671696662902832, - 0.006277799606323242 + 0.008554935455322266, + 0.006691932678222656, + 0.009126901626586914, + 0.007100105285644531, + 0.006192922592163086 ], - "std_warm_times": 0.00079300212026941401, + "std_warm_times": 0.0011203100781707021, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_cython.pyx", "rank": 2, - "speedup": 1658.5988395358142 + "speedup": 1687.0057362848893 }, { "name": "rosen_der_theano_float32", "cold_time": null, - "warm_time": 0.007508993148803711, + "warm_time": 0.007856130599975586, "all_warm_times": [ - 0.01084589958190918, - 0.007600069046020508, - 0.007880926132202148, - 0.007508993148803711, - 0.008330821990966797 + 0.011465072631835938, + 0.007856130599975586, + 0.009794950485229492, + 0.00797891616821289, + 0.008026838302612305 ], - "std_warm_times": 0.0012397477440040854, + "std_warm_times": 0.0014144716411474041, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", "rank": 3, - "speedup": 1316.0306397840927 + "speedup": 1329.8526296622258 }, { "name": "rosen_der_theano_float64", "cold_time": null, - "warm_time": 0.008923053741455078, + "warm_time": 0.009617090225219727, "all_warm_times": [ - 0.013602018356323242, - 0.008923053741455078, - 0.008933067321777344, - 0.011083126068115234, - 0.010933160781860352 + 0.01388096809387207, + 0.009617090225219727, + 0.01067805290222168, + 0.011893033981323242, + 0.012115955352783203 ], - "std_warm_times": 0.0017264019443162179, + "std_warm_times": 0.0014373558688394355, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", "rank": 4, - "speedup": 1107.4756853524289 + "speedup": 1086.3468775565857 }, { "name": "rosen_der_numpy", "cold_time": null, - "warm_time": 0.041831016540527344, + "warm_time": 0.04158496856689453, "all_warm_times": [ - 0.05236983299255371, - 0.045176029205322266, - 0.041831016540527344, - 0.04239511489868164, - 0.045085906982421875 + 0.05277085304260254, + 0.04256701469421387, + 0.04488015174865723, + 0.04158496856689453, + 0.044415950775146484 ], - "std_warm_times": 0.003754739091973696, + "std_warm_times": 0.0039503500838369279, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", "rank": 5, - "speedup": 236.23774593621047 + "speedup": 251.2325077399381 }, { "name": "rosen_der_python", "cold_time": null, - "warm_time": 9.882065057754517, + "warm_time": 10.447495937347412, "all_warm_times": [ - 9.882065057754517 + 10.447495937347412 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", diff --git a/images/arc_distance_logscale.png b/images/arc_distance_logscale.png index 606352739640104dbc91f39d72c5669937b94bf7..468ebfbac7bce6e1a4d6c4196283d64d30774881 100644 GIT binary patch literal 57746 zcmeFa2UJztmMywXN5mXJ1wm0%k_jaXC<=&(NX}U#=OiG(>_J3D0TmP#BqzzRi6Uk| za!#TmIp_5H1n)g{U#oDde!btS{r`5O>UwbRwbz)Wr3nDK$F^Wvw3hzeN$E;U*Ny z4vN&t3xivK!;h{)X)N5yY{HQi*w$g|rbrFukZ_~oSd z((Fo()k=cwE*XbL>9gySkI=m2Nvrr;rFp`SRs8(Asj-_n#eDAtSma#RXqUV%XyY}D z&mJ>cyEY&#rHXg!4Lus%30~H67mPM9{E?!$auNN)A2k{N@1OopkAZd6YlHWn%z4ck zGaYz)E+na~U%&orROe_wKtMPHk7nqFSq6>xZ-Zg#qvfO^ysJNm;bS~!FwWUS@wi+3w zPI1Rhox1hRW7b*b*-^EM=Z=2M)-#y}P4O^n~X}Pmjgn#@?FO1`J1x z@4b2R=6hFHbW4jak4f3djeE|dw+g0NHb#B;aB5;|iu2&Xb3OHG)nPJ$Ufq4ht7Gii zi%q7-2ck66;_xkW>()K*tc>pJ2oJ8p_poZIwMCj%M)`(j*tO$JH9U%*3aOO&jl2kx z4UQ{*DikgM>h$2~sIs+nLS33w{DIu*GCkpCUAqho4NYni^k`SF_Df4k!z~T}478$m zW@>gDd-}|!ll}U&YailDwT@AlzTa&9IqXVXTi*$Zfa_ZQcDVx@YxnAIy+vVH&+zM7k%R98po34 z&@S_*f)1zW#@~x7CS8!3n3!N^V>^Y>&($|DaOiJ2PMy_p8}ZAu?|7ML`1up=<;9B^ zopmYExV%M=-L8^xbzfiKP3zaQ+%DX?ef##xI4zC%?9nH-c6Lmo9+Ms6evcnVzLE~` zAJ?Q%@}5zXRw6=p6nidOqL^l>m10q^{Ns~fd0*~a9F}R6Q(qH?C-~hR#&+vm%f?KT z&;I*58#0nI9lFBs^{0JP&1+x!FbQ!83u{@_CClAq7JlgG_o|WV#L2>PJVfFShs_;E zKFf+-caOf54%i>5k!BgCot>F#)f|UeiqfJwiubBqq5sp4>z0{Fc{CPir1))mLF*PzLHl3NBO=(g-gtqfV=^)L!^_7fRZUe`L`1vo z{oR1v+}upZo+vLm&dzEbk4nrTkH_pK;pzSYU(4>Tn|JTuf7b5j7dd=09TU^O+l4Qa zlaJhC7FLf|iLb&3_VMxY1-hxHnzMJDuBpN=^_$mHDCd?gL7=EwvyET3+CMPR>?kgG z?Q}VR!VnAA2v~e(5Ve=A|e#C}>-V?T=44YR!4EEW3SNM_zli4gUBn zf$hIKsn(oJC#T^;eMO|g>IWasKPtLl&{LPfTYqNH0|ZaKnTe^sTt56qX{-j{&2}kS z*|ga)JnSmG_wBoPg57}+9<=qVb00o@2Mdzn)oDNO{n}Z^NwL`6H$I-{W_BBv+a)Aa zUpHHCmAjSxc42}lmxQ+VvlO?n-o_i)nCrJ~GoQvJI<|9Mnsu8R-O9|&ETO9U$Yy%n zCeR(v%-hh=;Jx?R#W$@fnijZaa#ih%t;=rKx3#sATeizx%OrUIqKgZ|<;$1f<+x3m zPp;i^Fz?{wGZJ&NGqD!fzY-&zmE=(`P5cPpooROM%ib9rx$ASl0rF&r?0=o3S~xp9 zzeAvk5#76YFXNsEA0w1wpESC0uPWeo?0z(oYc;%8B~rdH%wn{=mfS(6Q=jEf!|H;A z?|hid9-Y}^&{+}b*#5Dkgs(TFotcccxTXMw!nPu8-C~M$Am>rRSDu)oKUQsdj!js5 zCYl3JJ;0$9^-!iB%fo)WUr%^;yv+sCp=Xp`C+E_iUG?cUA)|fG@l~-J(fAB+{U2+# zMIfO18OL&1Sy|oe!Dvo4R|`E04-YReTR}r}&fGkvth_wMdFTSQXU_wv@-UeP$b2cW zXC8CAV9SuOGcz@&QEyZn6gfS8iLA5~)5=64<<_B+AOVGd{aR&M21;?70)g&W1mqXV z`h~Pw>DH}Js&`8*U$gCA=!V$syjD#|fBg7i(vo+X>&}V-j*q?r6^S@TiQC3whghSHLB%x3_n2XeeoRx>%_1l+ZID_wJ7V)&egtFL{Jk-0m*tix(fJ$0356m4!+n_&q)Q>}X_nw|QWXPp^iq z?sEsX*f+Fcqp!llHR?~>9w;v>W0f+iiYZNNb~j6#!T(oqch4E^sSoe(?>A%a8ty3f zJ-_*^wsihs+an_-`mZC7U;X2>j7()ywyRRSwy;HWj#k;6%mdCZ=eZ-*k}mM-HKimY z3$U=TJmI%_i6|Y0dyO>w>>s6*oAc#Dy@y$2vdM!l7m{}F+I8EZo6-5*b&@pOi=UFv z8+PXLw}iV`6j-Wl)*2W@go@|o;j&##u6_HIi;!~;5r|@GfC)VZ9N>5V{tGNJPHt{_ z>>y;R^8BmId7OGRe|-PW-%wqu6LFZEo3+;G{6rG=`R${@tc_01ZiRwAwdPfP&6h%K z+TNLb^xe&HNdFouiL2Pfm54=guDu!Is_*M?t92=6;n;0mi0#VNaauqMJCbT+fF;ao z6Ajn&X|&2|U(cZGOzcv^z@_Zlwd=&52a&2{gI^vW_6?PKu!pYp{dsOWv!%-UnR>go zE>i0E-gd{7qd~jhU9<18KWogu*cd@2o3?L{2Q1(e5K!|~%(ORIz2)FBtfR!HW^eCR z%a$#xy>rd>yF{>!-m=TzJIcdvYf7I@)QXNxxN=`b+ycw0P||Z5CC|eA(?fPa*U^}t zUmk~uxJ}lWOP@ZS=~OUfOq*`GzJLmC(BeUoo=(_IAb1a;B9zS5&{o>)MRJ zd}booBfetAic-n#Zmd$11Mjzw6!A6x!n{unUJpWqt;j?FP-QC?g!+q(~ zx0a;0xD*r=q+lIw(0XA1V=KZ|*J0pQJ|7-{&h$Go(?ccPkI!^AWm6kdQ_QOU$1ft@ zK45hlDBSFknYtL6^r5|>OG71gafG z>WR)xCtbOEwdcy}j(5F*yU3;VwiIRtEOSG49Sbkfh*js2+P#uxW!P>(7m2M~x7NKj zxQUb=)2e)YuA)MbIva36rwTb!T0K<>;fTk&<(M0W&iDMrBRpnRXUN}TxSbo@8oZ6V z+uOqh9XgG%x_HY^+$Q-=(0MSFLpjEnk8T5n@^IUn6)omA=CmIN_o@@@?CiWfA3uJq zTEB01=_~2Yh*v5YN6vp(H#1x=>*!_&cz8qH=LnGZvuDo=)t_e_i`UNn z-rD-Ysmb}hrEnr5U{^ziU6qJ$1%ephy$l}1QLhZC{&}$bWMobGPaq@7o4ZnJC4Np! zPO8_>wtLJ<`VJ%932Ej=S=Sf2yaP^Avb2o*_U&7Y!rqnA$mek@lxun$seXQbKdgKB zfG=#%u$+7yB;uwHlvj?$tn@-`S<$0I1+8N76wll$;M60oqvk+j(UNzWIaK0;9DC|s zegA%5c;fp5^>phO1v6gi+dmc*oIquxd~*#`MUs(h_T220X<6u>iAhN*MkUN{Lq&X5 z2TJ|k#;7G#CHEl?L-J3h-?sq^(J6txn z3dr|iaIlruM(Ip$+c1;zFvL^D((Fz2^m~As#KpxUwXa^B8|UCMPFH0CI7VKnQ9AQuH)m8oI+8 ziRCZ}phAcBj+MrSXsM^C_v!QJ^833aA3k{!1yrGeQlibFr0d6zSNI-NEZWJoyP`4W zGjXqghfbe4Q_(y(>va9*&90AogB3f!`HIzu+N=4mB;`*2JcppWrYhV z0+Tw7cB?TRy?8D%GSchz?Q-v}hs{Upfsj)!pxE5F<=CNJis?8Ed@{|VzUp9LQT5TE z7)9?zOa9oR6s36RsIc&zvRBfKGJ(82+8#3_jB$2dRk0H1&xf}5^;wNiO)(;O@bOyI zo%d!EBAGLkPtLhhibxH%Q0 znNfDj+xrOOpCS26l&lgc?YnzRi!Qwj_L$8Ws4=*!7Hp7V`@?&W%#$sEQ@nsMM%B5P z1c`I!?qQM(yP8mXSi9{hV9VcYYONyZF`I=5PfB94FG@m~?PESj>^9zTA}t02@zFX^*Q4z>6Z1a_IHf|Uy-hVE)E&1zZE8CFqI zQL~G?r2yT_5uTo^(g99;0oF*|WsW5YhuW7z-QAvkao{C4H+OekJF+#N)Zy3H*0@#i ztR2XQ4?%yR!0+e=hnQ}#PPg&$e$DjfXWn!CiYW1jev$LBa?%4vZES^ZbA-5%b%XD#jH0o0BX{VXB|gP?uH zAFCNc5lh%n)nVa0IqE#PPar;e3fvCT6<7B3;OES~oT(r!jEvJNdYjxOPZ48LCaPd@ z5Fi>0KH|fHMI&9+vRIgv_gGFKnuXOS8AYRtJ}o6Bcbk46SQVNvM23Xg11QC3XJ^x< z)hU!X_CtqCTYm*cqeSngEqxOkl1f|WYE&Ol>hv7>v+MiE2c$ku1p#!E+2w;?F7E#9%FX*L zG_0~;VX>X|bs6i8McHRM-rrgk-+t}-^^WO@Awl=)bO(mkwW8C{Yieq8e_o+b_8Xx* z61+6t&oc$k0ZMIgjL^eE{ZeGfU)|gQq*_}e)W(Ss1S`ybVAB{jV z*BMd)ntbQIwXItob7#F=cWITD`P66+DO#qdr_JkDN|^UFWGK*aDBfd5f;$1=s)TR= z&=7(8{-geD{-eEwhCyxvK$wWr%EB6?Q2MJgu;@S!gyLqR0Mv^2FHfT^s?zEPu|e{o zmh16)zcbpchv^~wMytvnzr)kBe zcT+8b0Q(`xc#SFB*Jm)23j#?!eDJ`a`q|T`7LD$^Xcs4-*keC>bo$-O=?6fp3MFf+ z3xqC551ef=&DxmG(6==1ozUes7q@H5<~K{)wCk-OqpBhrn1`*P=ePNGja4m|e}Uj` zIfE7Q8mrwH^|hc=Z;;FsY93B0Qk@+BH2-{*gyWtLo4ZOwZUQTgWY0jt#2KUT|Q>oM?I#{Bwad}o`0eD2I> zAaYTv-1~UG3}p@-0|Q6Lr(4m$R%T6E&ZlK%tFNvViNNedV>R$y>b0m(jnpf+ zLF#S{8oq4&4imX?>vGhMh~QGVZ&J%4eX6O>tr7RU9vHVH?;GFzUhAM7H$*nDeiL1NFps^8FXHE>^D zzSh4`U+&Bq@A-k6zpa)v4<0@Y4Gm>AJb#{_x~V~bscO0*me*s3`3X)pr2XTJd3~x3 z0KdJXK>Bsu|H35$Bv2sDzXINE5=&1;u>vAMfa<*yB{SQ>gI{Y68|12D)Ixv=*};Jg z3=9t2*{Y!srJDVDnU=;6m_JoJ>Rc|mp~nwj8to%Lz) zjgBCMX6ElPeF9^XI5;@?@cvVlUZ+UjJHN>YH$6IJVA(mKd0%e}@0=?SVSOXy+Tyt)YrLWa`1w`y^YcAyc;=sbOn1Fg z3$GoLrWzOhvgOOWu$X!4NoK+Z{fLkUsFPId9~2ZrNOFW1LXsnf^IRIYHoR~_@MsC( z%@O0TJFZ{9{;|4R1(znsde50hy5%Jx_kn;~4*}rq1*D0!>#lhnrJfSSYSP<~fqYk` zgIwZgZx|I?YpyINcBOHEti6$ra!G7T43<3L%j9TJG!Q{;TpwfsL*76FQunDPo&=3t zB|O#;0(qeD?b~1D18r-}a@6ZnEdYu4N_pM6lM=F5_cF3 z70Oep+&QxL;Whzao(MWbbymm6BlD=Ip=@Y*^1dOc%`}(J%9@?acz*CT@>^$_- z1T+UG*AE)hd8gT}hc6ftsu+aR$&=TBVneU5+-wT=h7`bnzVQxJI!4B5z~+4#sb@gY z6S_UN-YaQTO+w-Z8Awl0%1C#u0(iVqRIC-R4J0jU5{?sWg8E}EiXV19J{2h`DVNU3 z@MN1d38*=5f2!Kp*gQFGf~hJTf+XS<~2%ubqhQOQs@tOiT`5b?o# zRkfDTR=(wn=q(?=eR~pBixAbj9*7sCYRxZG^!`18O$oCN*{)7AJyss&U~70>hK*;2 zg6Aqwr;fyX%t)gIDu;>?>!u(t576`+b+sATJXB%{mVrV}aZps~z}kR1IpquH2{d>t zxEcb9tIB0XEfl0}B=^(h#4RSu20j}$11hjo=kbqqUSaB$8I;bzI zES4?$0ZbYVa?dY9WPZ^qAJo;y{xGdcc#-ruf8R;ZW$EiA%YU*0TGT96^*v(vX_G}m zx*WOer+@?TD%#HCU}q}vU>1{r-7>zzV9e^SK{d19bLf!VPc>jTOY#-C;}zhLoMIq0{Ah0%qOJ;P`T6t0SUXtS^7Xol_P;sL?e}Y~A;yU? z1lR|m7^aWryj_^(%IvWwv+@J`_Q``^g|$DYk>e`fyTl=I)b z0IueBAWeI-$F!lD$^p5j*6(FyJsHSnl{y;)&Fra=Qxv%Js^lsLIrLsUb?U>uXlf`e{gVR#iUmE(dVGFnYjDw1d7Z{Mb4O+S$4c0TqOkK^qnORu_+%=$~?sob8_-YGv_l84(3o#1O|0)Gkp3{ z{|JL8b`l;@2zhJF8%=)!N!xmuPtVLG&U@o^w`K_V=E)o^I}-{j$!* z`xjAWZHdXD<()a!ufaR-(wVX5c!Vm#l6c*{TMYuje3GzqSWcCwS5#x*mZ&=8J6yO~ zXH&EX2E&J0*tGgtaBw_=Zp|H9j`7plQnQr_Ed~^zsx@hwlbfUN{?Tx%h>v6sln)`e z`poWfWNlFUxxrP$-wuvvfn{ z^)~O<{0fk2Hj{zUDoQgW(f@!>+_IJQH6yt$=anDqks%5UVHbIOK$m<41nnMO`^E1%m*Vh-HQ21(U205HI z)a&TzsLOGqZsb7eO!3sX%YM!C_Q6#rkdVaPU-kXD_t{qfPBtmRumFUPKpXjWc{%ev zR^k4$cJkO} zDHnfx!+v7Ack_FThZ*EK%SIB`o=o3I$nq4vy29a}at{!zkC- zckDP8d};9G>gK5~6NIEoZf<^$9z}p2Ro(n)JM0FH0Zdl@(al$DYE&&6GnEcs_;LyXQWdWgkGPAd%!Y74 z(x}U5w~1X47O^RI2@zp(#=os3BeQ7HB0>(nySv@0JPj*y{+gBz{QFcBjzI!L^v$L} zpdAA#n_p9PT4!!D;Kr)0FX3&FM>_Tm{rdH**&nI|NFfpO=)GAAUhXskI$6BKUk;ZT zBOTMOT$w~Q;xm)8gCL9wk^}ICq#J;Q^W2Xs!ezHFTe`I2YermUZbTcYoRH+oKt6_p zx?_iQ0z63k4_FbEkWV-0Fp@EASaU`~u0Yt65yBELk9iFt1bzQr7kG82Idm!CG}{b( z*?Bc%JKL_QpIl4bIaRavbvCEXF;Oq_Tk~Z$^~r$$)mB#amro1*bl`1YoX%U}DgD&q zIT!6%h7@10ElHmj1?@*sgcqcbbEc*o9yh304=rAqc1Bn0C&(`;p7D@Q$t&*_GRS|!pE87~l!go#6}T|4!1Rb6 z{M2pp-@vrz?>BAj$evzElVJUsb{%Tw@TzwYbF?Sl5FFhfen&pgk&|}I%9e;ata=L#%lt4|Y}mk(cA`i7WUDCslnbn|~WJG*|Ye_vl~ z$p0`rE6_H`V|FN*LC7&i?8FIT+YuiAdcx5S{5;@kXrOHl^|9U-l3MUOC&u+{4Sy|2 zrX!Bss?IJhrT~9y3OJ=YYhH%{wVPDu0P_(@2E}r4WTbM*+N00^+_;y6k1wr;CrHTY zEYUfx)6zko2|-Zo=t*m?f;1?7NtnbdkS|KejT7VJY%o&Yzki>gj!;g83BUuNZ2~Xx zVPF#t4>-Tn?+zi9MXJPW|E7(;LumrE=y>YXWV1z#kad{FGmXni1 zz$3(XkkWglNDU&;4wj5n3gThPL`K3D!IjlcBLd-&3=x-gNWr7}`sIx^Oi`pZ`_+U^ zX!`xbePT}niK7^$$PT{J6akEPhMr56D5n?~!J}uf#pc^TX0)TeastQmy z!~sDPH0*bwM34jHyL-=`)4mAB`i;3rrd4yy0=A*ps1*=FFet>{sTLY$bD#V;H&0D^J#pv927eV6hGOd(VrnTw z$w(AT_>CzFw?g$@M9|)+p8ORgeMP#B0TH{1hV@eXcEyVm%Zp&W0LvM`Dm?IZBc4D} zUfvhEnw6M;3`hltYLmcqL*BXOT!ptFJ0L}n6@#MJ5E`$)e;8q}NP?T}itq6uvJGL` zuunTd!2L$NU85MY6ys7cKya7Ak9+-qX_5X2S&cQ~HaYxSKpTZFw)&=R+hX=>Wkx`u zuFJ3sZ*u9{7ps{e51nIhY%Fcm1KM1QRkH|>Rg|@_Ic+6S&`Db%S)i2 z8&GG6I}W&%kVCvZ2r;M?BkY z3A0)rmMs?|L41{hj@=PpDn5SxEG;WM@=#>FWr-WCNW=tZ;X|AjQu0U(u@?VWRW|QY z|x_bKtTpN#?EDKW-NA5Gg-SN{E%W&#?#N& z_a%I)WRkF_6v3p*6uo}^nn3f1>cIIh;&q9brU}l1E%Uo!tC>y9bvPD!GR|S-xbk5)Ukv(ssAu zQir>TLG@;2WDpf5*(4r#TkDaHFg!`9@YY=QX=!QM!1P(p7)G@i9j{XkB!O zCg7~9|8%B&JBIZJjhYdG+hu=(rT5nT^ukZr|<>5A;q+BBCjMw<$Zjx z*AJW-e2Osrysv{lLlLCpFX*qSjO%$#E7(A_naxg5IHnLaAvUeacKpol4&qwCfS5~! zL-Ucw-miu!$IoxXLudU{AVb!Ug0-T_E8=P6+CgF`N9UKi?$FvgvZpp@Ij-_V)FWr{ z;>9FI1#Z*jeLI~8wD1?v@SUkrbKD`Z6K;+;f66mE+pndnRPp* za%U%_3ud<6`IK3?tuY*avIw#3w1np-L=ZJEECF0c$G5`UrnQN$z+X3xA~l%2xwe8( zO(_tZE|9FI9HaUItV@?WDv4@j$;x;gQM2Zl7%sBd4L?16y|q#C(So7Kpjtb_*3b{} z;X_>k+`{ecM%CJ{^~K?UM0|ni06SK`h-m-x`)t#F)L=C@8!STNHT*YHzJ%q3C96|( zZsIQSw&4rwyEVpzYp71~P(UJx&eST@42Lu|4^~G?Ue9I9O6x@6C=)oJv5i#!9OYE) z&(zGY6=xm;JqeV_#+}E(FVV_#hZgM1)M>?XI1OVV6cC=6q?bKsgV>y$oE&-^)E?}W zRYry3*S;Y$^j&Y`uD|6yJIIVq*u)dxeP}j`^9h7 z)#_8D*Hi!pC*z9kI+8m#m8+hhdzpkaDHVzHfGJTZTB_Vp^7)2>7BOo`w-K*uHNF$y z)hH`@IgpijoN@zTy)&zSeAoyEhWKmOu9;O?&rUmIc-UdfCVUyt6tRT?o<@L;Kn}b& z&$%TyueBVVfd*=l6B0674lPIr4wjyAN>At zLnU_5NSX8j6O=Io1o-dQih`F?3^I$#`Sa&r=X#IBZJ?H0{0LbDGy}O~hQk-Ui(Djq zHl=)Zu`vw@MZsKaK^5fBtQ+ZV9+7xXXMUj5ee(zxg6}?1%uGtjZc|uQDbk=%lq2O| zb^B~*W{$%*Y@Ud=u2F1}=nLP45Q?=~;b6x0$R`6l98rN0j^^`=Yo9R5F`s z8F&>qCPL~wYbGK~5MMDOjV3CJ;{AoM5UD?5b>W^I_^(GNyjgVa;>Gk;1=i!Q@<3Uu z;V~7UD8~s5zK0PF^-neOl6_0wB5Kd>8CpF(EauXUvPWN_mf`@9n>#&t+p(|7qOteq z&z}bmvPbCn5@TnY1s;b_Q8vGN#7od9|6vNUPK`x9@)6J7o?jwN{MN_dd{M$SjGtJ= z+JR&jaQE(A$KD1LCUHeop!rbFlB@(|Ap++oN9(OpJm%bQ-cFPD{fo*_lQa-G0du-N zvh@sXC54?j{mk}VRYjJ8A!E-mwSxl#rO+3L@$fYkbBFr~Sl0xL>dWjgZPUdNnQpgU zx7A+?o)T!abQ?E9<$|EXr`LoJ(qi)K$~?g;Y=_o_2c|m^emW^8~XJI9-rG4M{j-ky4>| zm;lI=VnaPM4gH?42@h3LUf?2DYx;V14 z7xb`A`YB$0f~hZPurc@jz6}1|0R?sqG)v)C%u6pkODG-=(yuF5E~6irQ|U|lK`^u2n<9NCC^7}D)4cURtq9&?B2T+(a6&|q2?XMO0WcB?fKk0Fp~-#9!VMZX zY4!l=$O43*4(YiHZq)A`9cnRCn>TF=#Z70=PIgUVJ&qtMeuj97osMl)F#KWHUH*m= zNJ?nRz;^P7AF6RU{|#vsf=1W@g`gZMo$MB?VXF?)AYtV~m(@-Ia$&HZKV2HQnEC*pm8b1g_PTEJX zw&&UGu_jkpXGx1Ix6jA_~hS*b~wq<>L+n%Oz|x|IE=!pB`E zqin9e!-57?V|@j{qJvZxsMupzwpe-;&Iqr9f#l<-Px77qiWAqz=LwP@{7R#R=1=EF zvebD@4U>*8u}*6%v33%X(9Jgl&Wywb#rJ3S(4t~pV9Y3lqG~ClxrtlDONV8tC!>9~ zL)!d*5y_6y@EpOKQ&co~WS(Mcq2D$C9HhDIKmR8?C&xv3s9s^Tpr{VG!cR+Sals87 zL5=AfirQTuV*@2YrQdZExq)^tO64#Enf$hgBuOu#FyfscHtig@l6TCCF6QE=^Ekf1 zpjDsnysmMfza>9WmCNhTKZ#dif&8L0=>1KL^j>8Ya7DwLGEXGFd{a>HREw|+l$JG0 z|ERH@cXXU*kbsg>AQF)G{I?N^|2;J1fA>}XPtltH`DOBdKk<*7OYHR*a68b^28V|g zL9YB>)fA`oi@7#QL%8*WB95f|`8>D40ufEI-fV-tmM(l!TwKZ*L??T}!641m^Q$;L z@ZjQkaut5MJCv?9)~#=r5epow!hn6gXvTo(&NNztF4J4IE?u!{N6=p-C6Drr zP>id$i!?Ck3lDuc?DF%mk=N1fx6|h@=9#-;S3)lZDUetWS+(pgkNg`3Ks4-D?;I-v zVU0|SIy5vZ>!_iTQ5TXOU*FF8hopENgZr!&svD9N3w)%3qgU2zKqY3gZN_7hyaVK2 zhVJb>IyyQi`uqH=7Djf*q3iu|wjeo>FN@={pZCDzBHoKns@`D|N@tV)Lobbe#*)XfzNOIK zeX?`^sr7Uw*{agX6{+b7b?e2sY?@OxT{eBQbI0us8}g2Mp7&%u|M*MaZ2r^xrxKD4 ze{S2;TrxBqDPVWuCzCCA`xl|yW`RY_cO{wchUas~SDPs?TwA$Jd7~{lT;aEQns5|^ z^2Mo+hk=37==~_4d_=~?Gc5M?<@G2sZ8J1^cZ=~Kyq>T^>eQ)oGBQOgK1WAKUrk$> zQ~uSsl<)ofrN55k`}%H>dLMUT!TZ&6WRt4QDJ&8qAffLnG=C6!#VOy!#Ki7f3#PFC zY_^0a_khKsa&ojmWv|{J9T`~)^V$*JJPHx)-`Our&z&~b-u3!mF$Z0;^VzQ;!*T52 z@6X!k-2U|R*|Sy4Hfufyk~9G?%&~8u5|A6gsW2H4ho0j*H0t2R&rTad0{|%-5fO39 z_q>`vN#6t#`5Shin^V!&Hj$OAK(dyBSwoSJM`+^uPyEdb&{MBMWO0<2m+B59hXcO7 zD&;&mf9?L@!HY-9k4v_r z@QLm2VX1Tar}b-|rKPBIY7`5~oc2pQ{e$syfe6ED8oq^9led-q&~CYXdaK8V-OyHW9s<0Aj$jQ&?wSsZ$IdVJ;))va@v7j0Y!CXVlq(;T|Kjtnw|@-J5K zKRKiS?1uQ)E~nqU#`6QwF&;kLl+kF3A8OnDZS3@Z-*z8A)mxVkAh*EVM`D*hI7KDKY#fM-oU}bqqJGe{yx;hS9Zk$ zlBmbH-$i6)X~M_}0k#^RAr!W&W`@H>E75FI5v_87s%y;%_Dks2e(4+Q3b`vHZ($LOIQgX#J-6hQ zb9KF{9x+m^W)eIyo^(heK-(n}vUu3~T@n$n&Jh{P;>_=~aTEhb%1NRd<_9B|N1-v` z91)F4i|FK}3mgoM@2)L;YjMG*HwTG=0=bla+8LE*XKhkAdMkHI5tU*VCovDh}5WjY!$;|{{ zhOp-n-domZWv8dBVzznrEL0-a%wg+pl%ikPp^#2xsdN;CbRPc5DRgF)wro?IzZ~Ux z9&I$r;K=9CkM(7bJp;?(07UXRkxNS6**Sx_Js@D#{d~Ca?qadabQiK+$CPmcvZ~ME zWkHZ++^{f^{EY2+v@fEfI5c_};Kw>COmhS(YM1fWn@aNXwx7movt84eFZCZMMfG2E zc7|ou3(?tuyQB~&mebYDM^ytfZAp6_oO?!)9zSgfLCS;d(3w;sGOvn(4UI-8-F%C= z&)oLUA3qY~L4#!)evqliYyG>nfe-lU8mVJi#v*Z8bl@QgBB~wRSm4f*nVnJ5o9G;VuJ!p0-xFY2;{w=R&v8)qCB|ugz~^3m8Wt?Z z+de*3Jk^>ZW^ox3m6erb)q};dhZkB(9&`<1&N4Lj1J%|CEu=@XiQcfmN)Gy@4Bo|V zpM?!!{f>XAJ#t|fcf9;BnVCKh6(uDX}L2pu%}I}C{#KIRxlad`oZwu zPs&Rhb8v8K272m*l$9t}E(owUj~2F9-UNmx0{vEm7h=dRY9H!=!L9-=ns0*00ZP~> zwRi_{lzk<#NWCRh29A!0tUZlX6|#KEwgmw00wbIzuzUU!o=Mgl#tu$?ly!eOG1T4# zLmF}O?v?^!a-S8%kr^1V%>Fkkd%S;daei!ZUO?pez(tHmAc8;ljgdnONW_^BqYI#| z1#jggO?mDJR&@(FfzslA?6Tq2%uK-^v^Kyv!~HJE+7*jvb>#f*V1yQPdV@0KaUMLM zjqi<$jkU06`kbh!qqF_z`Gxlsiz67o)s_U_Wf=Zr&CQzDm%#*?IQ@=i??duvL(oSn z>C|9z6MACL-`CNtM4@8}W#DK*a}_P11q#Jz69#><@PIqZ-S@k4o2{G{Lb~VSKNM&R zj2D`j5&*LZR|mr|r=Z~EwUM~&QFX?$r|xj;VAk)~_xRWMqzcV~m6l`D&}BdBdVu8|Ls zGb7m8zCy7~|Ba{e*k9twP_A@>1gyj%FZzGo>t36+Aw>1JY^?i-2ZQ3}OUxR8@o#(C z7Dmu$6+)jJB0btfh^v`6dm&aD4|80DJ2H`F0cLm}Mldaf>b!BfPjtFAhe@>Y-bMRL5_$&nF7BefkLYC>K! z)L1=-R#GsUMbZ6@O?{N{SDz+Nr~IlC+b91eHIeLp8vTC7ynE2VD z#G9X80CP_k({fFJCKivxL~e(ky2{^s;Q5N@d0rGi1d>$=P69(tEUhpX8{0QNdBQ-B zy)dm$jm5K*yCpsC;nSLs0xQw|Gn}_%EgL&~hkf<}mhgP=5?2EdsRouyhN6KZI;4EL zKAYM%23lrH5knO8>v`L(prATDLm8lZwraLt->iKODj!~u>aMj6V&uqPM3$BVhG-#S z5OvSOz`TO3IA}O0cf9aGGI1fow&CTapR}+)TTg5(y%vLJ9Fkk%1YqD=>s4n7%75OtC>zwh@lciGx#w>m{|CBKHJCb2S7vzGF3^=0On3gEcy1)X(sK`|b)kTidbVpy z-R=~HDgU0UX?BGIuDionqYTxhsRlK@5k7TH*m?Eyk1Uzc79@F9eGRGdS*6xqn)Gz9 z=#^w>vblKG;f>quu3{%-9P6E+LXSPLnKllb_Pw;5S6Z`WKYyVv#;(umnyRKjhVUYv2di1UllRG(s zm%3{{ihJ(Ckc58^$en%#!+`_Z`u1sOsltI%fi~YBp9N<0i6@kVmM>p{!v7#AK9Wu_ z-dFRVr^u|>m09WxL>aBCUpW@x_|Y#6{8G+2YY%rXMyVXlsLGUb1_Z;CCASC zp7$2$Z~@(;1Xo3O-M3ZXff=%c4b_N4ksMzMHbWRC6KQUF`1tYG!7mGo_za7= z*y+=!VGpu-GnkhMw@+B<6gk%s?(OM-V5`D6bn1a=sriZ8CtM@P3bW^ayr16)$9(5C zEZM7u(9^<>&}^oS+4CLGjAl$BJ!drE^pBRCe7JL>BE_Tn??P(Pyb8vrs=Od4DeSzq zM1dyo9^Ceo6%|1VSs1B{Li6|KSx%k^2ZY=?yOE2X9W=G+jfERNd*X8CwPExQVN%HX zVGLY4IA@oYos;vk&u?9>`S#-I6p#$ z8#4>eDgJml2abIiRqtOdgg-andYnWAhp|W2d^q z%i_d7_${Ab`7hR`?_@z$d1;gC`fq5uI437}pA}UD>C>5aRedhI!`Bpni%ONj#fKh~ zBj{>51l}KTEB~fQLe#~N(qEz^In$K9{%LLY z--nFzzGfWc5KQ|iqPljCZPK?c}8*bgB@oaN(A@Air{lGk@*D@{Cnmzqm<{SB$ z>#xp0Eda?1cfoIvytC@(UEX@8MQaNFwf8Ss_aDfT(d)h?N5{qagOSduuG&V|MC&$E zs{$x9a^F-bK-mn3$Pu;1LLf*N5()?BK84B~96hpiRvK$kSG4N}^53xdreVJEeS*xk zwue2(^#iSGQ~$JjP5#T`O)vQc%{b0K+${x~CPiR{SRwbjEz}b`5>E}d;bf78ez`)46v|m~Y`rGub|xhyB`LvF(c|Na%F1A# zETZD$(}Y0m`y9W#>|_FzqZz0cl@P3U|G7l3rnqnHbNkTieb4@I&kdGe#3HAo6AxzC zl=OQbtFW?jc%686P5?a*geHejaLU)z)YKjtkIC2P$2mATh4g0frXot(+k`24?PF6) zIyxop+ft+B$vTCm0vhnDt+g@HT74tmaZrM0Zv7XM^1@?;=clGpMfXV$n zHkE?o8KGO%J>nf)I_uA8Uh|x&ML2itp}o0Ik8K9NEFO&IQ|sKkDdRI|R`o5Sp~4r9 zqdk_7wRviRxxLzV-QQ3yig$hYh$qcJ;}Y83=6FQqtpw`o8er;rlp_rSSTSzl2g8{54;9TJMB);S9@o%?ryo$pIos~Nu7^>y3rCfHqc}N1R zCk~&y&q^BkaYhoJy9}-3DifDPgmwj&!jJ$;t*NCs%}~uZlyEa)ftF>MF0PK6n~5Ny zKX#44`K-0~XfbIJxG6e)oN#)CgG7^3L|E9KO9z&&XFqp=Z*-ZWZeVOg#8je_kq#KajDgIFOHY@e66MDb{t*6;01( z(mA`;VAIBOYn4G5o}q>35JNT;?)VlLR4$V^D<&5ImO*@Gcj9N#z(BSGW@!CLD}*Fs zr667%qMMU5O^Af^Tcsd=ZO~lE{ifEr#~xdA`x{2Sd?^N=HqD<)?IoU%9H&q0{kiVh zaF(B#DO+~|Ux+@qxq#k{{QZ3Irpx7AAi&R`8h{xiM~{-e19BkBRs(YA2|2|AidOXj zj|pjq?ix8^mtp?aKBn+q;_D5b9o{?B>y)d2&3V;h2ym3NYBI(I0<0iZkfWWkR#)$D zhI&Yx>bOu>gI!4_X7z}9%|XH_yR=+he)giyqO+ABM@28YdEj*PUYvAFI%E*j?!VPW|; z_o*P+qd6tg+uOT8XU8=Vgtak74ba60)CqubU`F&oa*W^Wpj3vr3UC> zX0)C(SH$Jcx)8DW2~PdFBod4zVvn;!f5lOIeGS#rU+Z5d=O&vV-^XdWuc7p#5OyiaV# zJvS;k8V6Odb=3D*fFvc(gPiF>X*^#?Oj0rVmk7w#p25FdP>o(9mf(_bIOVkLig?g4 zyn2As=MvsY@Dk}#g-mfIy$5HClCucoGCMhNyYM&a9zg1uPW6cV%+uD^X=|oZ*P*+>j_t*`?%+q`>BB37A$$%Ps059Ov})SI&m@ zA1E}B-@Fmq$jE5Mj9!8^VvAAM(eZeb*rueS5(wKtAlf4yamJ;;(S&Rci@_rp=UN2e zsyqm10GfUZvd|T90hxY}sAw||o-3-Ts$wwku0{882YfggST$EmZhzQ3E{roP=hCG9 z7hV4y&-LH`{o~3=q-Y8eNs2?2PbU8JQa`^L8#TIpyrx z5$o5lk6g7YB+ratJ&YEwwlLY`B?$S;D~gAC?C!kELkxpo)PHn+?ywh(H)4#xbbesV zk`b7ydAJ^C8gGwbZZt2Z@1sivyj7*mT~9vkvvqcDm+>c`uKV`7aJTBnVa>I-a75t@ zdLuS0lBv1ia`Dcu?{AB*cop8kr|mwD5l5L;h~X=DD)uLkL@sgtj5l|;ni>l~={B7U z*FVUuB|OA3TCD6*(DY;Yp4pC$3rWU|;d+QQ7xq|A6)<`9m{CU6xk>;1_v#%!YC7Y` zmu7H{&Lk&4P(y*5({}$$Lkx42M^PWlbaC<8y|BG7dS=UQslX&*YbMNA`ZDcwUxN$)LAG(umQ)B1A9?MHX9&y2N9*VbH&t1yh0LeUAsjEXBan z6n9ZGd!~H1cJPdX6XV|Ub8_+7?CYUY_Nq0oeQ?&umoHyRwU0@UMCknDUS3`-a^sk` ze}7}?L!Wo)H~OW^;U!PZ+cz_}wrIEEXT(HA=om&!+mnXNFOAOrE#`U;?%U@s?A|;I zcI5dqHa6ydX)p8f|h zoqOnbG3zbzga~)%-L92i8vvU%`tP^POfxT#KG|pg@bu%2h)nsjSzIe^6SJi3`avC6 ztqfT1w9{Th?%K4L-K(Bpn>}W3zK){oj97VY56v&oG{uDA}p2 z%>m(T2YI)QX||lQiF_^rbHIWMK1g)UpPw8bLa{^`PNmp6@INbRQ`1?rocj{Woi{3P z={1UWH1zLIF)+*F^Xsa;_Fd;zcFr)JGpia`>zBelb7ZOCfM#Xf843l@iw;RJn4(5O z2_w`}HB4nwMlqu`X5$YhV%|Dx=oAvAz*4Xv*t)j|dKs!Qs9pW*K8xB{pQ@a!WSpyf z8sj=)@|X3eD9y>)IZ>>bA*eCQ^|Iy5$>G(nBW__`SKi`At}ntVN914Xg98bC`v=OW ziPPhLzxELQFb+Q{{BVx>P_r$E%3j0_^*wQe|5i;(_O4S`Y;Mo~+g3loHIwFK8e5+- zhTW{v681Qk9u0eer0OicQ|j7&jn?u`D9{Q;$3T7&!gdk*$q{EDWN|fiJ|OJRZT}bB zg-U}f@EivWtERmYd9rF}kF9^@Dtsmg)dP<=pJ>`LsOg&ilw4&|sfp9Ho-Ux8Ik6)2 zS3~yZ^%#4ifYBj*aG|e@vSf1up5W^5o-{S$*9o&tmXkzw!IcipR{A zt`b*XX0M~G>$1RKr!`{mDjk7M!eyK&8|da@kx%AbLDs_Z0acGZTh6X42wTi)j`SkN%4hB%A%F0w!TY6siS+XS2|L^x}k6{C*azE`|U1L&GQ;kTJ#C}$| ztRxzS2GtU8J(0=ln3}%YjI%s{_W9{aAN@y06bj-adxCI&CXpI4sy|YA89(N1`z?r& z2>JJGLEFzh2Tz<>)%Np9mNGdZQ_NEHqc`7KebO+uwXG>@B%)elArFng$*eDi5@g`r z8s_7#KcTYZyNOpa=v_PdP%+MEj9Ox3uJQ=nvJV1w&CTNM=6+fegYierm5fzpGu>~A zr8w1u-M-io8J?-AUp#ecWJ{iT+rmITT5S8jvUU?{!O<0~DW1F$$`vS#eCI9_EaF;w zS`K?8kKzc2*02HKuFK(Gtp(lv0{7;5@QrE740F}q{uXBeZC5p*)-vLe_{b_IdS=U& z_V4H@Z#EI_PV?r>gVU~!4s<1gwlKUco(awkV?7vz4Siv;yJf@mAi^&8=O#jA=MUPc zYCmN8H;crKjCbOG;ddGR_3Lt8xa2X5&inT7Ux>rNR3u@KVdS@J>_f~tLC7uLC**Ya z5%b;YOc$wDWwh|s*gD;4eB~BtSf=iKZqC(*$5^s*hQR4bCOJb#Ci44OVnz92!%l=0^KmE5nxODE)H-W8$WMyJ;E9Z}JyS__v?2 zRav(0JrUwz0TRH+6Z_0t%r~4$_ISKE@Yet|_x7~Cb&clS*3Wd)ri^lMf++6_5JTJJ z6edCk8JRUDFEJdJ+Le;sX+PCZv?wj+`c;JSx7+Hrn@8h=Q2r}EJ8P!<>+#11r&N@I>k$4RsL2&~S$^2{{w~og-(1N*w&i!p zXL_5xua_+gscs#AGA(CC>yKK!y7?Phf2L*rdAQiq^C(!hsz+PPp(+mPT4G!*;c2F; ztN$Hu+PjgcR@VBKP?;}>71&y>1i+T38wmVXilMSw3y}IX+{eu2 zOA#InMfgOm;<=X1RBVsRxRMQaL z<3}D|BHc8AzFY^Uul3^~b3?Ffr zc26~#D75-Vggv9x#zH^b*T9{p^!EEjDo-ljC)o1FP&~xY14fhX8_q8Hr+0lCxEDk4 z2f5Ggp-q{n7h}PaV~I+g_U;&#)w<>d`!*WH9s`feEeq!H{qi3?FyJ{Y2yM!^yS>~0 z-W1LVF<>6WA|O*J$n;fmRrcs|>{R9Ok)^MFy^(jKOA&%{V!+LcaMg8`(=~M5jzD6* za^c#726*$IcWfzn?>W@{|4tNx!rJOyjgSMmatv5JHUcJEsx!z^|Kvaz2tz>oLpsLvn%F^ znf}$YP5QOTAXh4Bmu;E(lK%aDH;JT6k`uC<(Hpd8pL{xq1Pw+vjyxVfY!!Bj^VStk zWF%=$-KE!J=|XE@7Q#ZE>em}88(P-o4?Mzhi1~joeqj-xo~>ZEC=8O&kINKCB{0UM ztD|!!=l5`1ZgWnLtp8RNPZO=~wBvFnS!KgdK5g=udRx9VvoxrEi?C4OjJ$*aIY*I@ z!kB^Jz^Kc+A3L#{sv_m)%{f$GhqML0Ar$IBjHH98{ypk4 zt-`xF^41wF*Q|b9w)+2GQrT}~><7$z3_>9=#Oj?xE<8IhaEdWNlMouwHFloX9+eU^VBR-x+gFKJUat4u(^6aF{TMIPvflar{Qb@?cqlU5hBnqeRWm)EC{|4yjOcLaq znA#>veHF$y7|ICAEW`Rw5A2ybq4s&=E~XCq9LwbMuYO*=X4-~J1zcRB7d7?)3V3j> ztw9T@aBk9M3V}JbfBvO&GJWQkP+<#gyY1)}=XV`N#VDL7ot&hS8mHuy&KCazT?999 zh*{!I9tEP_&OdHlrr>7-2Uv_9Z$Y?R3C(1|(f{LQ+S;kz4&hYhmy_R{B>(OOtYbBU z;q~^e`dK9QUzlW8bHM(mr01{-`z8TAGee~<6!tTD#sW2<+3wUdgd1~`wD76kZyg5~ zQDZ7`IknmR_k}TfsWmkxM&8XfFfa)2e|y05Uefx>ah6UiHIGINJe9jOcaMU{fQ#1p zE(cv4J$B@FH|hOtTyD66(m*X;=Tw`MC1o0$YahzW>gZ%0Dp_&kaE5==?Z2x=@nN2p zBqc}8&)jTl{qRqygYM$W>AF1+goJbeMLSHdH~}v?;jv1^$~c&|R_dk`DRp1UDJ`$g zu+C6ebK}^+4*o~lo);Gnl9!hcXlotC<4mtN!ypp?dI&g22)3_wRH!;Qq+_2no{nW- zM1;C|pgk^UIFH$P-?6QyoHW4k!CSY+NXy7PN7ozk4Q{gY6dUJ%x2{~dVl#X85dlBE znvvpU_vFcw#j93{eH)8cuC(V^t*G0WQuj3UVQ}J|AoVpjGD;uoO9Zqw8)7gT#n|{V z{4cJ`QuBWDqg z2&_1nfI`?9$2W9|%Hji}am2Z2Z$xTO1#fR}Mtu|5UUG=WN(>4m(fnX3qpsxaeQKz_ zzV7JJM=6q~f)<`eK$*VrY~7cT1@0Q-0<5{L+AP2jhsiD4Us}Sa!s&zAw0z&A`}a>E zJTJ~Yb?vs>%$WxZ3JP=w3<%|;?T8SYG=H_Wti_s99aB*12&I_l=x2~~`S)$PC^}L*s(R%!3?YD3C=(bOR%pS#~Vk#BtX;7J&K#E?N zaC{pNtxkzK)2RRGQKK9uOz1H4j{eZ0)nFrtYwmoV>*{LDyVldwv$3)YMRN1t@#9E* z2oc=w#0koV>cq*x!J?bSctJ@&C$W~bjB#rIm+YOHIe7Yl+W`~Vy_SI67qrMwTv;5~ ztur1ITz-)bfxr__2m2hPpLiM0d$Qp#h~L^p1yDKR{Q0RojRB{M$9g5_Mp{{4p$rGp zGDNqJ_du6%es#gZ4!!%X`|G|u>6f_a>Xj>a42NP@ic!iT@fi&b_eZcyXLmB<^>wYy ztAPkR;-0-j7)PajYgzE&vHybib?u*PIV$V0Ri=PCMF80!8Y)>`Q}cq>;ep@%#YTO> zogMK=#j9{z#QaC!p{N{}EE&k4(y5$AGyqy57TLQyTBqer<)P}18+W|ko$VF;!6^#m znah?9#uYl6{4t61k-&R<4(wY^1Qqi%ETqw8|6TBf`M3Z4h&*%0&2jErdz`M%KpBWV zht+I%vHtZVS0(VflB`tYVQCBAhP}N#bFg9gyHP%Xn2)1v-w8l!hgcwq&RaYr9D-st ze0x2?+Bsk=b%oom7OR1sI(5RODh|$HXZGB=bI~O1sJ_~Id(p*csg50R8BhPy!})v- zkM~z|y$73G&6jz3?Yn$=gwpMkjc#GrSle?5{@QBNq)CgHE}aYnrls}izr6N_iXzh| zejek}Uf_2MYJbT z49owtX5grTy@QA~0relG$DC{6Q<7b7;(!tvKqYr+eG}(#9TtJGS*Q8@to_pm3)x5R zc%5^0XSccqJI#x8rbzc{Q^PLHVB@Fon@@)Hl%w>_Sera`^=d=haol};x{Vky;`+^- zmU>Z^ItMG5ME{maczm$fNNoK}X{8yBzi?p>t*J%4Lpg1v@49u?IPG*VmhD#hemxd9 zQwjV|ei7NiKhG04JGfugSZoj^j^tf>00?+n73AF!y8<%EFSJ%Fq zJ_7-|FIu#f%0WT`a9e6mWqEDwUTn|elapn+t=72PX&%h4BPvN`QyOaa-nDSa66vW^ zr+TeeahmEzfAf!~;BN6NyiCt}5K#Pn2M9$+ ztUhbjtn~l>6B}!>qjg+*>t9r|`uM+|C!H45uo!T4!{@1oCq(5D(s<#hgd~Zs;2OQD zrw74b|Drri5bSy}dHT3~A+m@K*2H1oM%2f7a}qE?USCXt~**>aN_9(2Exh zvB}*DznL&i;VSVH6~tEz z4-Z#1_EMBcPY;lI&9>?8-Kv0zc^mKEzwdj^gUg|s#I2C38*TrpsHm5zsp+%A!Vu1N zX3OW;jVm2{wJme_yFm4slS9S4`k$YsU`Hke0@{4sGT3i8>cfZ6*J9{_^OQWTQRKRH z>%3^`Um`Q?T`CeG*XlH4rhTwuR)7BdVYQPLE8N65CYPjN$=kOtKo{{sh+u)pj^wY~ zto3`(gd-Ma3diW&v+u2xeMcRkhDvM-1e`penHsNYSxq z$0x*xjCAkP*Vku7@+9F53@x4X@S)w|&a3D;K7RaYtr6I)iSfk?T)jonfr!g8ARwUN zg(y(3V8Z+6*2dwmv9MWvwlFe`+x3g`o9(k#x3_IMYUm-;S5@`ku3hr69?2V23PQUL z84xgTGUdaA?CjuemYVaf`-X@@2bV83PQdcQQ__&9M=4jIWT?Xe>6)2EW41i?%$YNb zy}WF=GN<9mW>6?%lfMlDw~Bkpue4H8QAu#njs7yv-Mv3Dj2GZFKwpvcxptz^rO^`= zN68M;w)QLY0PO6hOi8(ZJsNis0>FM7Z6QqSJtL40t(E%F+Ki2;OaS$#m=^yb!4kYl z3$`@&TG7eM%1V?V{EGJKe={|x9S>zVo^9%zw;Hfu+Vm4+HBC%RM9m&%IRW!AfrmNL zv(fH{u!U%hXd;x9O5VJ|-$aSde-F_0GSJwBloVUge6h_<45HK-|joC#Z94ONp<*O-a#&GD+6D)gcY%4+sMRZ$-k)yYNii2{c2dD z;#hR_!6QmQBY5Hjz{MG^t|e||k7~lOFI>mA&453@2D|x4ckJ*YsAbeMP7ZzOC|r0B zphpsq-fYil%ArDNG23BB1eQu4=0J5pF}5!;hP`AXE=O??Pm|qKXIKjHdEEIsw^uJV8B-JSPfp(B)q+qdgp>lGLXU z%GtD0NeS$*5cojX#3Tx#l{Jpr!X1}uf8)UTm}AH6JB9>{6J_l@e=83St>=W&(o(TL zmnrfjgrp7}Oi_?qI}Mz&kqWh`wrmg`B2^3ybhg-5=6I*vG4I(fe>O%=uT@F6ryLxH zD&WO~hYwSaWM98@sr%ED=9B4EGXMQ{yMFz;J2s6()NG&!_oYiIayxa=7_Y{amd;zP zY~U_&`40n8#Q}Pv=ZKDt^#K2o2*&16ox=CHb^RcDDmPYlN~x)-?Td}w#qHm=efw#y zy3fGd8C(9En(evEHC|owYUr_Xn|hO|wk0JE;(uh1Qb_~7fCA1%bp9P!^?}29|3~AU zZ@({H*{4@&KYp;?_c8}KXK6Z_yR=|CHG*3A`v*&8gC9R*g}Jhd%AMD*m1m^%6rO-T zdyCI&wr8f6Yg)I~9VPVC3zsd+|GF8c#0>$Rg8ly;I&y^h?!No%68)%@xu8mY`{tL% z9zGn-?bXuLlcNk8J9cjM7OnlV1jg6bd^9kI4?~OL&ey&gppxnO^yaiQ|E-^{X$}}5 z30aUwaJYz95T9ggrJ1s_vO6%2UDE~E%Q9+t3xSY1ZcBgWynNXcBl`lkM9pa9W!b>+vL^l_zrZ@?aFzDJ{I-Tp3K@?|(2q z`pcP}2`&Hnj~dmNnB;QB%kj36!I&|sWkK!ZxEU8&g%y4D=pE8CM9h7PvWgEMI`Uri z0nzx#+bI)Y78R8ob?75pNL^f9+zAg7sToZq)k21%H*{NY4FJ;$od?%TT4L_ab)ES| z=T>^_>g!wk`WjrhdR3`kzerJZple9Ka%J1KYa_M0cfQp`yA?fZtqvXHPO9QcN*JF; zZ5YVbDK>X&24sBMf9TLQX6taP(x3p;w>nA{%HGkv)I$Swb!FdP^T}h$lBS}pqMF)n zWY7{8G>&|%_|vEF%7*%Ptl>&p&Yal;ftqJ6EtCp2o&^~T*tt@OkBEfAAo*c>dUrtO z`}dR+&tYzc-~NHV{=^YZ9QjAW>HJ$>buMO%Du)uC2M#G6-t1rXTYjS&}V!csLUS21JYhp3*LQl_dUQlJl-R%mgX>#qWlDoL* zwVuwFe?~kCuDq_IIihIZ7ypGnYHPbu#X}>>u^pnSMVY?izV5TpPESt{j*r)*Jr1L2XS=ZnW|;*xv)-FzWd5Ex z_*#}m#wjnp55GkwtV8dfJ>B6>d5j+IW_vt_J>kcDE(>DCQ#frh)Ie7*F<$-OMv)1K zhx*4iSeg2@)`Gx=(%JuMs_hnM7ytX`&#jS>Qx%q6;b{B%`Z_$^AasGgYTF?U?ml`X zfAi)|+0LC8t_=?gKYqL)Y{d3+=gtLKElXY6w%o?chaO(s0gQ=z_Ux(q59Dkd|CZA2 z?yFb5sT}Vx`&`KSIsQlf&hK&THb}pAZRsSF%o7>$dyWilyy}gVkwf5;YmljcANb6> z**73tl~q+QNBRPwu*%mRBa?)&pTB(ZpjJ^fU8(F@5FJ97@=A8_rXCrpnGgHFH-LD# zbMKxMHHGIxpeiG5%(G|QZ}9j8kJ}+{wQQFz*6dO?z*-p&sWYffG(9|#q#lC&($YaX zI(P2hmxkb6ywH=E1JcQ2)q$=5{?S!sFP1o&UkxT8+qG*rshM|*NmYz}77jQ(_zF)t zwyNSZ4St$Zj~=0rUGQk-D1NJ6Bz0pcScf>hmoI5kiS(B7iWC=IaT%=D_i|+hd-rUc zU2gS7W%;>|!Bn>%$Up35>TZf=LP=RU0!Zg@%ZumFyHjo6<%YYoQ1?y%!GL&^Nc{{m z^}f8KA_OQyBJImhFw^*?q`Wuk$wtPTHf=gh3qYF{PRtx(di#-D#@a7kj~zd*x!H@|_$Hb6W)bKS5cG3&G zabpx5M8~*?aRq7B(CRDdZk<)_@~g3tg-Tr{ECK>XQ_O>K%|309?ol(!F2?X9A69XP zweQ-scaa*TGiVR1Cqspxf4RSd$!CBErQW^6MdvN{axAbfOQE3AI|^=p{-Cmr|$M0Z+)nyvrZGr0KYHIh;K)vM=6zC0ZCBi41XbMr>4CD}77d_u!@-7|dIoMFaiN@oe4 zfOPo8!9+G5^+h1sfmW~jEZE!u6sD>wf-(KWmaU+_JP*6M8Wu&Kq5<*UxN&JQ6u1HU zkgDqHoEI;8Q0-bTUaU>0BT$a?O*C1D9@eunqaXc47JX8x7NV{@ za(zOnG*rY!)TV@lo0jo2yvn+zHk8+iIL^@uB`;sx^z{xAN~u?`Fv?bukidnl7A?}E z?ZDPxE9xcXu3fvXocnW$h!Nmsho1z}r`nwuSNlAR%YnzS_;G&^6G1KdE5^YKVMlNu z%c`xgfd-Xx);~?6F5Zl>hq9S(|M7pnjaXThdHi_Q&)8=t1OIfkmXef|WF=)E$cWXN zt)&-}9dy&t&l2!N*j(*NINwtrBH^qm1@z^smN&LDL_hE+R#JV zN0;9lX04S&+U@Z2`_!BTS==lhnPFh7-|u4xGq;6@UphEdonzx{wA^{tECH}p!ACvM zzb+S~K<2GSj$ICMF0Qsk|6u+f)d0Qe!yjY(e`@mv;}a9Zh|!m8S~a)Q!byC(q1>Z~ zB&ctf$0CTBt=0lwDn!SmzaUeMZRt5AYR)FZG!e9k=Ugs!q$u|PUFULXac3Gjp6Jt_ ze@QDqRUwsTAd+`@*&N(D{6}Z}28>_*>0z(2_!U*JS4knl*=i|`2j*4MnXPLgOeX;Wq^aG*P25GB84@@RLgWV!<@#1uvx z*$*8iFqKKm)y>kym|c)YAh`- zmF5cyWJWa>W^t>FelCYpF79hwH8`xItP~+V`annk$FT1A?{IsaP+kKW3fkv>;FmmS zLSaQ^<=rlWecCQiTcjm57%gMiPNb17u4S)X=r@szN$s%SN|{i}Y*>L!J2D%Nrf%bK z36Tho9zD8p%M=?MiM-VXx_>Tg8H>Ki7-0UpGwW|;i9bk0kE~YsQF>dIAPu-PF)(oa zkk}(fwsRE4swwc#T%^>8n&E6-X_T z4ko|-hTouY9DLoH+hV5NC&>{WOkVJa7G_c_UL*-2#V?Z*N^Ix~<~kK6qS% z44M=8WQZ+v8kYju{uNA004|Q2c9>NAEW>|ob91wV!}#0N?Cd(`tzLOz0dSxHFHhKr z)%Sfiw>W&DJR=_6ee*_ztd+}SyU2o#*KgkfcgMpbt;~>g4nM-k%p#f-Ws~JS|65ry zWBC5z!`<4thNseHE?%-^At78=R@MS&O4tPdzO{F6H#m~~uHJq(43JkvM@OeWp1*nX z*o=$}QhfZny0z3+uiv~evNBrGMy5}{crgdjj#S+86F#rgJ5XBipgYvf@jR21WHoQz zynM-BlaZ{uBpYc2G!ILj{?yU?`SQtjc5>EQO61KsK3)M^ydJ2P_vlx*uwnCSb%$Oz zF>hUqW^YakzAu9_|9l++j$ckLmzY0jR0(a%n4dNl&G z)XX#XAyHAiAUdCPA76LkiA9mio?W|U9v$HGUkZWjcsg4|_*5h9vmfb?W zS5;Fpq%h9@5LkEYx=}yhN z>P_RL4j;}v)N)g5dE>rhjtgNJu~F>Mhm>*3&;>-rN6(v(L0r_g%3h)Qz~_1&7AjPZ z8#}#g?I$Hg#q4Qs{S%UsE-Q2jQfd8KG-Sh^Vk9NMz81;TCA+}KQXeb!?mf#&wm5H) z!~5)?S*7b*5AKVK3Znr2Jg{+7pDd1#UXIA zGbL}1upHX$wtmSai0?e^uK_B0PTk<++Hzr*ib|DV%TLyO{;gYh`Q(=0ec?&VzkZct zLli$7&S76;Ux!{t|DHJ_CMn!;-n(ZaETUc9+(vvlo+fPmp_^WR_M@T@0pGP#OG{IE zj-*ZEjL+VMiixb3>`bT%D}9M%9LI8ck62d zM*N*e8x6iM7Nl?Z4rd#D`t$&LdES6P+<0J;APAEM?Q*F4$5i8ORzK3LsZi-?4SC`? zc#HT)OKV_cv=xq~;S|17qd^w;@7pI)-Z=JOb<#7!fp%Z9LcY8)183{W zz~(Dgt~_+%$e}~obep(hpPNRaLXjc1AD5Vvt_ZI*10*>x@5|et#3%z3lduyf=HLEz zXYZGri@%no1hxIZEyscz`iz>>)9FIs>pD+2aTUm7E*BR`vmQYaoi*9W#B0F3e@&D# z1DAJ>TdvOpNzu{57BGI%`^9*YeC02??50Y|Iymf3keiE(GFVIW>dwhVi_mj)`2G7g zou!41jVw&_oG&At+Sv^l`DM_DFLBG~W=;aMN6%gQb^QXj*jF3ABSx)ynbL!f%z!G2 z1!{L+zmEPsQRUR82cOnlVKY;{Vdi*X+pv(33Fo)(laY~WMhq1_@(`U7py0iX_OgL; zo;-3IT9d9qIlhx{ucfcw1(nT8OfpKY_Ip*|1U57zYu~N%vBb8y|WC zz_R2{gw5cyG^}jdn^74+cgT*znSOqLk!7i&PhXu*N}3GZeQ&jzfYbFo;;6LQintvD zpB!LiZM~QoGG->7TwH8`2QY)AV}X;uN%O;hS5gxEy^<0R#fpy3xmInZh~@<04HQ}k z9yS=;xvhVVo~hVoUa8#PjuhY-_sWaFv<~JfaVf;j9OA|n zw7>#!eSrkuR=1}ZP)t5|Za3)8Bx{q)<<6bTmcsUH4Hz&0nNvJ~JW%|*MT-|(b0B^} zxN8NBlj$WV4JxN3(OoVq;q+-M>MlU80c>7z`tvG04i-l&GzWj5nR*%YN{9!b+@dbc zd}aCyng)tN=!U54pMka6!UHThh#W(6`0(M_M2m&20&Irqc{Y2&mWedU-~Iw)qm+Gy zR=5gfdYr)XSFY5jC5fPinoM?I(nP2~N|6lA{eq<_UYP2O`3?b_Qx06biMVYyt%q2A zT>V$51b|Laf>>Hx)2s>Wc%e&DQhL<83A$#6qoY#ekN0jVt#7%EQ}E*)`aW|@EMkBv z;3EOv)59m=Ij{SE$dN}Y7Ee8YV(NFA7R#JVmw#5qR9+wbb|Cy3FD0KUno`Z{WwPTs zmK|v=Z{F;?W{uXVRQt&@QV!+614eS>LRX{TL33oQb8tUIp-?S=0(B0vJY1bdC(a~; zHAMKg_i93~v{#%F1R4<$r~&q@TfbhcN)+3pZu(Yqq}h)Ic#nvvA{m}*Wi(7kIunq> zZpE|Io?bhFy(vtC2(9qN-3yD}PKtMM;H<8=I}%K>ZI*{UagSo&l6xe`3ZbH42vhW` zleP9oEE&CS<3?;|j1voHS*Kl2tiLoH6&74bHGRM@*i2I&5_SHYH%C!sF`c)K_dU3$ z91L0jIXfa|TTg~G$rbJCIF3(oKqpHZM!1Mv%ki+!6Y!$|G{j}<1b9S z2^t1Fyp!npr-14wp%!>S@DT$y3IXP2Bl#qPy@WDYR3dqQks*hZ=XZ+SsTFX1@R6sz z^V24a`v4?J370(bue&!TQ9O&>FRyoscL2{so@i~&JGM?3JHEw~z913kO#Fm{W5yCY?I7UAZW{J4 z%J%Bn(}B`nNM{O8H&&}Rx9`3I+l}Rgc$Rhno`ltLfvwRIhZ?&gw8QPkv+^nY>WQ)b zcNTxURdtXGpVfSMm;Ti+xqbV#SlM$0l0tB*F|n~d9N&8o0uIo)JkN~CDlRPCFQj7J z-z_yGoSOH3NV{|>rLJ~@)%kK_n%(NBK()=N+y!MYZKnT5Og*+Qa2hELNG-xBrY!@g*Zf@L#3r{S!3qXoG@8OA2 zYXuPk$R#oVQ3_WA^j6;`J^1~jrR&rXZwZ8$h-Nu?awkgRSwA17bo2SIkH(*d3z|~x z(#FR6sTmn+WI`*zo5(U^+%vQSq9lEtzEDZPzz` zn^t7?7b!8y9beFZS>|y&8&G`o*Vo@&Z%ncfAhl)uJ|#2BYyh*)xM|ZwTJb5UWX!hw zF&3N94;RFbZ*?2%J7ma^da4*p-JXl6OYE}n^6uAthZHwe-%#@Dz*+rZ*P_Sz8`bP$ zIxIxs;qNgYp;5l>-=Gs*yrqwlQi!P2(+XfTn4;`R2PKp$NGjq}Qg#Sj**_oH9_pv=|l z*Dqa%}ISABi5z4#Yt;O>A;jIiws>E82A{g6rU4 z0q<|FhYTp&(sX==7|5c@)T?j7fL?;qe)rSwO<(n|R!;~TG;Lz9w&SAzNbaHFtQ(v< z^#di*zL=OD^om8P4)C1+<$v69z+cTgaIS6PN}Jor_W%r)eWdH&ynjztLzrBd9$%GMDPoAZuulCPm~A z843P+`0(N8s?&Q9b(eW59XL09`}X1oZEHEA#><{dfeDGjhv>i;`WtdKJ11wtjzcli zZG3;c8#U|XwW~R?Sy_Aahcch+_3B(-vpu2sAi$6D*7u@;iVAy&D9i)eQ80A~_k^rp z5GMoPlYPWtV+4jtat)N0i-t9Bz9Stt05<(CMzBR(i3W}ZVztG!TfpqA#eEA0ZJX!b z4(P?5@yM{G$hGV18d4np9*$)a*bo(8J@PrhROaUkp{~M(Be!plV>~V2^kC~z5iCh~ zz12b7rzJD{Y}F&HTJY4Qepk~(*5>pFTQQ31LU%IzLr~?YDW)r52MfR1TedCNd?q0U zmL^PsE$Bt=7qoFdJHq?~y{JWW=;t1{jK6g4+GHwgmoj`$BnSmzE9!r40HdYm7Pm>l z;E8siTK&CN5+KOtB)X(JdJvUK-`>1x0a>=ti@LPWs4W2Hg$OhK`t?Iv$mhHZ(Lf~2 zMWL9E_G@nD<`(mzBbp0#SWGQ(-BR%7^JgQ=s;}k#Q;`LB`Tv!-$+vtw>83i-YR()L z?hpXRIhlH|`pRY5!5s|n@-Vs(M0E@39gVlZ3^5pO*bo#Z)7#7+n>kF}IrLz@ zigrfJ7dF{y^F>d~jVrX~TqD35%F|A@jxmx4n(zLpV)3;|YDKo>zz#a|z@ zaaE}F<%e%S{Hyf7_q7P!x;(;`PM{><)A9l)Hq!!m=|r_Jt|q;L86*Q=JWqD$!0w$J zUZr$(b90mG)Co>k>E^J(Ue2$S0 z$jhbOp{=)D!>MSLkg?d6M1k?x@=BMpVHs|fT%(Bm)xss|EMr&{fvM%>l^W9 zFB~qlu$AGMd5}8&h{?3`{?lXs|8b0oPBgr~SH8$E9${qET`kY>XJh!wEGPh)VE58% ztz(#;>;_m2UfChp$bfd)ogP3U?vU8-+il3Ka~9B+ai>p95?rYYXXaZ~dOPU0#patq zZYu1ljQ%1~c4GF0xgih_l#d-G(05qTgU7_nB^&vf5(%lA3a$q=esvb|1W*f!`Km+F zw#x6RH1I9AkVxw>W~~2DDeB#&QuPE?YRoW7fiWLb16>@2a3mrkBAD)sVrBW_m6EA` zH|Z9`xwicc4V93|qoQk{{Ah>y)<2oI&z^Cf!SN=uU=iP-LpKz?+ zg9ZYXC&23>TA^qp^u{J8h9F4;r{Ch|X!Y-JVcT?m&!4V#LiS&45tDV8e}uH6oSxwx zM@?h`3HPzdByM=tT)GLk@~)=81;tHX*Bkg(LdZpOkcyHO{1^hEQ8Z*a>G!nxvlz|p z#Zfg2Y8!jD_HCwg^23Bxix=NB(rlHU)B1|G0W)Q?qm==Bra;gM(k=MVdMfG7*gIfXv&ch{?SjhbDg zk#|eE4f1*UuPLN2L7p-F>jw`DLnatA)HR_5JgDkLoH*i|XKZ(M8ozCj{(Cgc_b@oP znJ6h3Zss`vp6F8cP*w=-5n)3p>?Cx(U-|o_!rw`HMc)ycW3Oe)E=JC3^g;TGI%tFe zV=v%Z6@0GRmCBC`3htpK5?OyUt3SPvpz*3vR5&DUEUcYCGd*dKT4(C@L?2pK8A|1G z0mi|_WfW-c9v-1ASD7&E2>XTmEV`%+Cp7_<5b)iBdiLz2Q9jup{u0}J2!V50m^5)9 z#!)5tP2FfSv-FiKGu9wen)r^1*wXO<4NbIVLg1k<^#ExPVGz{s-MeF9UE62oTr-)z z`|-&qncYG&EaSzB8|ag6NDE2Mf`x{j@W?lWu~nv)g_}jOe7T0?w@Aje^id)B9i>`9 zT#k=EjUd#vOSG5OS98)ge>FYbK*BjU67-SE;x46jt728P-2t^jdA)5&p(iPB`f&-s5)$MREzWFWg{ z^?oLb(dP~EzxXPQ|FqKYJtT2$nmhx-9f;sb+MArb{ATQgq8BAB_m{DhZD82D z+$}A{Lqh%(o5Y&a0)t~mkIFG+Br2bNQ76-=3c{(A0$b}ROE}Bqp&>ej-dWVX;4s@b z(wC&h6s>=EGy7=?r-IvhIAL4X3D9Q9CN);tBNhp^*Ae=m<=PtleVCCDe5cFJb%Tk6 z?b8-+*L%75O@gg;N^AV6);jbDu~lSAa<_q&NVS|?L(6PrH#7o)Vvm_0oNfd zBd587FN*VDzp7{cVQSiot8s-WXk=>Y znedf*?H9c7J{~Kg%YB?(fkVKsR`I?TdwWmiXP?3Sem53Y4~mPAAfpptmzZKB9wj*F zs#wRZba%I)bzR2|JUV*49#duq5K^9>ckA%~85+8{Db{2K(<0LZnqqBY+kJ^qU*7%2 zteRBGywwS3&Kxz(>eT9@JwxZ}d3iDPgB!yh#QC-h7Mw(bJq4+sCJ9JOOCUnbe$D`F z2-~*Jz|tA+Q8sGa*s)&prC=)-bV4AdmOuqeq}n0T6uUt>S_o(aN#2^(tHnOvHE62^ z3^8=*K&XV#gjC@}kx~oabtvLp+3%sPF4UBRc39uBd3UzQ>^ZKkge(&1eXy=>1Z#dQxJ^j}vYGSe ztAhpZzPaJM9VBN0k81`xW+f%c+x;kKW4~fyKSBco8p^yeqW*Yza>i?+%T)4eA9*0o{=!kNi&tYfYD} zz28QdNv)$A5YGl6nt9RF)H0?)elW@V(VRo+Xr;OZ&fZSWS5i7Ydi_pRIg=3aCUEy> zpds`wxfFJOe{OCrZI(9Q%G%oGfN$N;(4gV%KSq{49aQNMA|&;Y{I1<)0@WWffOhR# z5=9|kH>iKVaRG@0(S8Tr1UlFkl$(9yuY%tUU66T<;JqUv`q<~<$Tx8g zx`$r%7l&oY5TPJ)L`7FNIuHQuxB8rllbu_GPN{39YHECa9w{a$QPLtJu$er0J7P2| z+AVa31G~#gi5X*{KD;k%CH^_(@kwYb$+)kS&AFA2$y=0i5Ep=-|!lz0&Z-T3R>#8_qmm zPbL!)fK8x>DSco6nW@T`Sn*&xk61|P-{0PJWL0T~Ej6Z?&H(z*KA4}(chqm$zw^OO zxz^TC?F&w>j6~y)NcaSmi7>-`iMm4taV{$9?s==%(e8?nlFTO)qo$DJPL7Tf#C4;O z0(ZC95V{Et$u6O@W^$5tk~TaNU8$XzM>us#>v>_JCij4atx1gSi#fX;_ZO|%u;C0E z(wX4P3?rnk&JKD6ig)JMM(^^V5hf-BX($8g$~(Nc9Fh7tnOi65g2p|40=qhEh~ch8 z<}02PxWwcsT!;;EgtPbnl$&ew@W3JC#c5}@$_2@_%|1M$SE)we-r3KH+J+1`^?q`Z z@k-Jqw`72Ufg;mDf`8&T0VnQ2g<&{NCGO#SXPtwFv%dnruB&;apsud2pRm(hX-vQ` zUD5BM{hCGDs}2ZIReF0278Dd2*_OsC5C1yOpTCDh{CQM)O^tktlN?bRV&w9Kr^#KN zN7rO^NsNOPN8lB;Yz0)3EFJl{@xMR8Ff45tEAu1JfUM{M4VQ1L|;F~ z_cmk4#iN`ICL8@Er$M%8d$>-w2UMHX7OMB|rdUn|)PhU^vfsH{;b+5ZI8qW-fqXkS zgzxIrA^evEeQIzQa`9Tw_!B*Wcx>{w^#%{lNw7UgnZBF5An7+QTz&jzS(tDg`ONmV zO|+fb+Si|y;&FYr?AwGkV_uFb06*SX7FR8`<2R)x~GZLK(dv?s$e3a$q zL?ESTUmRUuJAn@TyseA)(Lq5$uS-f6vf5loz(^)&2ud=A`%eg?Y^S}GyJl*zv!@%m z4JJ)8d&QQYWF&}&33RpTn01T(9}4I}e!eKD<^7L5`Xoe%;E;?vZwjP@>e#Vk+}X3c zfS*QIxwVWQhyUG#k8KJi8b9%Li?>2un?q%I5vb^0hJOzV4W@G){pY6CT?=^_+&Db9 zY-+sU+O@xEpwKH0(9-J27_d@$raVpkE=s|8dO$Xk`OK?2+psyMuK3iID?PcwqC#Vd zbR?w4g#L;`rw7|+rx{4>6Uq_5b(XDW-*MdAZ;T9jJbRig2}PuBFv&EK|7+kF_3(uY zfTp+{Hd<3NM5(P~TAmLHi8_zV?6zXdr!}J<#l@gi01ibuKoc*fMMax|w`WKC-Ng^~ z1&pvOnpD?5Jr4yfW2ee#z0wNm!y_3)m-Ku88JTu?O3L8M9+IgxHVR$3#K9lHLQsc_ zc@2Pa6H_&X$8QpkR{BiFx_m~isXFY109inqFf!WBO}>+p(*fAfWA22ak#ogV0f`0- zX+OQFkfDK`YiU_l&yP!;E~Luzhw=3OOeM&6>$Ws2ZSIZkJkTXpA0ExWu|^uaz@yJe zr-kU}?bequ>Swm+?D_`BJ}BcaqEXB(`)%4f`$lS;KIglOs%aN~ot^5IFv}3Amec&` z-C5m}ZST$NvpsV8kMXT>9>MdeRaIgeNfAV0-qyJav^HF;EWq`iKo*Q~O zh2qw2Y@pVI+1w>4%%~tn(Fo#og_AWpBp>L8MMp4>54M||O-umU1#%A(ADo)LWlyER ze7P}|K=I93?XUn)o`_D#lA5#j?>yTJHIhL>tIcv;F7_#-6C)LcTO&NXknpzAw~N0kcp(C&idw** zrIEd&^qnhCNY2PQIrbEjSe8tS_w^GJgG?6mUSAiyFquh~j@=iZHM74cj z_g54d^iEpZ+Sb*7n5F`F={sF2tL5W}eTdN&vsZi?BIaB+Hz;H>(FcE2bzbUqhUNql zk`I-JG#8H$;lcDM6Uz6%NuKe%MQj2=s%vb#zfaRjQCV4*ONEQwnR8{gHl|Gq@Qqup zAY|r3@X<66wit{-64XI}xlf*Sg{(n%G7;u>$fLaq<5N1Cn^NKCf7TVy2{R!=CN1Vx z5F|6D5=sG39Pp>q!Ko?Gsp4rK_n)KqcUtV#uWQ@0`g^nwvzb19JGT`>gK)rj076ab z1&CTCSc|uxV5o5W)vG3BHkU6ke|j-5tutYX0mME?>pEn->cwVmL92Cv8)LWqX;md=q!t~&2X;FoFurwn1lXa*LpTGf@?A%xZQZm!D#$6fK*$)$MC zh3CV|y0v+oDFS(%0GXk&<(E=h+U*g0cclijH-CA8^U4F$yJltvU2c8r|2ce-Ud5^y zS5KYI&TG=18J|6w5_4wRvSB5Q9G7{%Srn6UNPEYeow{*0TX%lw_)sgMzhptf-_Y7| zPabHM8TA-fTYPr5$=qRIN=G%FcS(#yNz0LLU5JS~+&!NYd%-h-@;bBAa zrAr5doP;T1!uyoHV}Htu^8EX~(G*(ub8`;>)}c$0>)Q1URQemRe&L!jRA#4f(vX%- z`_^XNk#sqK=+!XYdq-9=1tFBwjNSWGTfBZbC+1ey@lXqzl|6C=}T;MJk`o+<^USb^qKD$AL0j4^uLCb9}nwH5>f2Y zfkFb=&0QTqQ|QlI2fC#lWtY#eBKKetHXzXuzSnLUQ^L((Tsz5^rp1LU447$P1mDk*hUX*3NZg6IHl zLO}pLaf%D1rS*mp&-}%gWTq`=s9JM^qDx_5XpRLJX;6&)tNvAL8XD6%UiuQ6Cp>WZ z;9sM`WB0gF09F3QEbZ!ZI>I{|p7i#^@r>hJXsR%TkMwM|)V ze};@}Z*AzQsyYSgG!b0y`1wOI|1GedJ1WC}(PossVh^ycsp(<*l^D0FBiE%2O5 zg7?)8NZxEt7w!XoEP4HUAAfj!{FbB00=&q-L&xvEp89yug?4@Xv4kUzhyqZzsJj*q zUiV?G?wPkcThWgpS8`4DVy3@}R zeqjI6w|889aIbO!KDxL?>EA6U7k&KnX(CM6|KJq`g@NE;=wi}itTwDQKCChqVIL;$ z1^%W;^%(X@K_Q7=?D=!IS6^?S7r5Qn=e_3#UEv?jzW25pH3l!-qxTWxn6^7#c-ziGR zLip&|qI61Eoe7H3FItfLTSGbZ?9szYr~~2ugB!&x@t+^JYG1FXFx)Fp5ZGMPnx&CN z(?>jBr&xOzpO7jH?}U2J0gZ_5`B?{@^ac_sD3uBt_uajrQL$n9dCrk))wsHg7%^EQ6WRf9hvbx$h0~Uu^4K;lDU@PH)cmwD%z#>^6`wwHMurn?jU;sK zObmd6bKEWd4*~8tdv+%nL40>wfy)>Q4V`pac(5??Qt|0i7_Lo%UBz5xB5jOtV9#D= zuPDWiiw{(oVhqViFDm9>c-09p>B3#DWX8*8%9Oj*Ekf!{F(nKT_T?|$`0+%U0;8-- zpmw=d-Ns1;1+}}~^xiRT=&uDw2EFi@I?s(k3c%g`V-u^ghApB$!E~~ZB3>*=8N`ws zp;Qo7s#KWe99`zHZZEkdJs}v)w}e5G?!}=DB=L(1CKNy;p->QVpWM9~-Bzrq@vIdC zmhld{4)f+kB481EW1NzO*h9jd5?|Qybkf)yjKjN zWH9GOk}B1bR#!~C+MgKP7YY3K`Dxq9#blJ)QGG5E%U8a;u0*}Vked~l+q%*H*7mv8 zcV?5`%6gtR|La%MS2JWMb zg330eMWR$C{`2kVb|Y`9A4ib{-En8WXA3wTkiEm$^riM@^f?o=W(7%6wiU0olj{~yg=5u!g3!Q@# zl3pMb?S_2LA;pQu5NfS80f*I?Qt+W|l!d@x(THuYY@2mIJ z-o^yG5_iV+mda_`93&-T>Y8S;9&^nJXN!!AO9hZcN#O@vhrv*{(41hrw+olVbwxzwv4j*5!s)AIc>NBfw81Em2Hs@`539;~|cH?)S|m*X4L0ZEYI zE6hl_5)y|rZt<)yO{0UHo!+f1baQr==Ikp+PQp)Aj7{Dr*sxuy0|8>}zh5tGY;4>^ zy(oGmBtYQrfv-hUcIPkv1LS6fB^wqxs=L+4-JDn~CJE?=0Sa}zB4q6ny94zIbcE)F zsv#UQLb%&2BXk6gaW_`ME;NiG_04!Gie^E07C>?>g1tc_cb5iU3?*{G3SvigqxGk= z37tDE4|m$78|GQuZPS&ReN@ijy}%3mGntQci{`B9@xAL{qWZzZ78$E7G*(fKxVLF& zaIuP`ZqK@(KiRNgC^{~_8(%otNe?dX6xO%+meLe@%FFSIg*G2N2d0yzD}wnej*YQP zG>!CvKLGj*LV)qbmHnbcv$`<_KBJ zmdN@4UsGou)^pmn@o!qB{3=VOlqC;FND)Gos0^AYKaFH-nx|3HlqJhp5@|7Em}Zg) ziBhQ~yGmu7$&wgbv{+JO$t%woO3&vq?|U5Y9R8T&u=M+VzxRFJ=XIXvb>2~3elEP% z#zNuJfZ_ftU%hzIp7*yn3cY-JHp}AL=th?ddw2=c5dl4fO@VCV*V z6l)qfD)dAaV^$~BPu}Ua2~HVmoEVl`BzD<;p`mhJ1!;pC)feApmM@sbL*|_9X=Ae` zE`bxuIjNC0uXGK;r`{j&VT6Aun&kId%gHFwavi>`T=KD*$&?}Rz4}wXZ;OuA5nWLf5 zk1FBfJK#TY-msSenMP)2G1Q&;n41RPY{$>yivl09>ukhS)is+jZ1F3QhegLJ+>LNs z^s3(-H(E@v7lGz7i3R7if;IGpDE1oEJ;ayZ?t2`sv{Cc3(z3E5DUTBE&~w73aamq@ z+TIl(d+N5S7&opW@#v|wscP#`;=LExo6~XUYFimZO*b^0pa0D(6Q}b0g$g@k+UbmfQ+Yyf0&fUrxu6InkEnBU5nMo zk>)&koFkVwZg)NG-Fv^Mqb^Ne|vZ_JRJ9OS87n*B5sWig|s-e&Z4hZl4)0c39o3SYGV=J+Pg2vyVdlXX> z+J6)oN1|85;F}EsSyf&l^=(h%u&%V=%pE8?`Blgr8Pr?LmXN=qd{<3UcP);CZc!t2_?7A zD?{?}Y#I5K87<)zkQT#*g2Fk4PwhMg3B0G^7$Jkdh@UL+84zD9xXI#fo*7vl6xNQM zx{88`rM#QvoPB3k{-oI}23wwKZLo^rc|M3-H8zw0*a7f7GEB`(-`!F3Qp(4rl;`}7 z`aXdGFVsT8{x2hpOiL#ESOM{hoz!-R4h1|h1SJ=;W(tpN)1d7?rZ zNeoQkA%9_Ga}lPF_Z|Uh+>@0gh7MO(9TtOlJ$y?x`C`_?d!#6TT$f?G)vFczM{U;^ z78nI$u)kdOVU0oEo@dF|Jf1W!k;=oA)lAF&cFRYS>ct;k08i!YEQAPHI8*mEz$*Yr z5YppvRaLTao3h`3?}e{{;KYCJ?`o2Z&k2mu=NJ7d3yv|XQ?uRS5-SF7WeW_7>tYwd zbx41Yo%{E>sqoE`l4)FE`saBnoF|b75_@IogW4?<6oAiNyL$~8vO~*huL#nGg<~b? z6JFRAPpAx-mc!;xBHPmc-5!bJ1Trkek@}zI?^cagS&sY}R9|-gCeV&Zv~TkRf@e(O znuP5#lmXx5dnDnTa~l|UiFb5#oY{Sdd7QL*WKs4yH+L%gO*&wr_4eW`dDZ!1O|yzX z)hp-EufLt&QDuldY+_)(3|vG%znE9R$SaqES!PV1sGgVMp00+S?8I!-4q*4G)2DCZ zVBZ-K9i48xa!JVYK?ZfN4sZ_=8%&0sotIANZenUWz4cRz_ru#%R_TK$rK@kE;mO2A z(_O!<7*>nMwB zh5GZXzQ2H9Sa!>*Ax%}rcGwHRJ2J|xgmax(N6@htlcb7$w`Zjef^-SC=WWzd4!*Dg zXm?+Jh7z1P44mc*Q4;hqyPs>yPc3s4!Q)hE8R-veJM;o7b|crc<#gWuaW_~n>^j70 z4zs(00>`z)8g?K*(rneaZm=;L3fBMt;r3GyR}c)pEh(w2z;L&FTTn8TNKe>ra^w5R zy|(hrj&hf z@GBu?wDrfluhu+p@L(-%vjf2d;v@qS<=wXV@LDgS zzU6UchLU%@o`tjE z_^2-jv^z>RhGdxHkx9To)4#hXJ(`qd^eidM6uYf7(dd0Sr&9s54!HaIF@S|D7k9u( zq;LhGn4M{ORf?`kb%FYKWogRYEg;OgLPIlZ$y_A>2bO*Gw|&KWtRCgV)eQ{Z@{Jk(vV|WxQm#o|v-4!3CxC zq@QzKNMGm3gt>QN2qelOTAZDEYG-_<^hcR<&zTFBTVOBTykrc3`Y~|kgkj;S=16o4 ziLP1>uA8P-Z^V&&{Q3P<&wiDal{n>3>2!JmHz1)7DCuYJy^hZR1Czv$u6`+<=G$4` zX!;cDkaW-^<2IGLh&EdSyy#f0h$*~1rnBaZ+P4JpY~;kVf|@UitMf|r^yPNR1d^?2 zDoYzS+nbb`R4iS&Ew&_J%}j6a^T0bSzGasuHalX1r2JmuLAK+I5KbWdGDz$_0Zn#% zK_ib1$A%0}A041K)#>{Y`)v+qWexq|_2kr>eX8uXvmLYV@V`v16oJUgwwP*ZP^Ttxiq|}U ze)&Vy)yMG;UZG!Isi{2IXg)Kmi^sIgd4&buPV&22kpbmz4{Aj^G$!1<`RmD9Sz`73 z^ejGqt()dr_%qebt6x3hG}**sF(cY?a3^DyKq-iA=EJ_zJ>KwadLapoTca%IIlt%f zL~zjW7XNz7xoX=*Niel(R#0ReK|m7hZ05QWq;y_9}ez%}ano^~Df&JCy0GfC_CF^YH>rJ7?e&cr*o zJ*xGyFP97%IJ#|A$=@Hb&H6&KQo=SdI|$y|TTwrA@`tO@qk4a8sMU!o33w=p1FY8X zo4%{HYPh=Urv1a@w#UC81QCbTL?&Y-#|9|vzjgtEziYvBZs+K+u>L2HWKEu0@N3C$I1Cku@ULBcN zXs~zfCDRT)NlDLlNh-URV5bSg7kuM->5L;6J!29N_bcjKY;kRODwSJ;btqR_9Jkf3 zlYhHv|LgYRnvhq9iPn96Pgf+pz3vHI=OCuUd_ygN&&@Vej1AIS;t!sPPZ{hL1-Ck% z-$ls%ccBlZmXn+V{pfYxtqj&3??1V@8wc3JXR8Jlw7$gD0GJ8PWee8si|RHWYz#v4 zKG?Q{FC@n_>v*t)U!4e*sOa7yQ!KtmtKEQE!hYl@`_z7aHZ&x@*gAXqVu!zMn(GVN zRW!B@5^#ui;T>bZ8pHL3})-knOMfR#j|0y8` zQ6(BHtXm(3!~4;i;DdMrol}ENz6cZ>DXl68xip3J3bqhn((cfJy;z=+@wp)b{2jfH z6G#b9eI2vPJu~kIL<`EY-OE0Zf%Ww<;3lu6H8_`qGouf+;})BsM`y)dg&}9q+|_Sf z(ryR-;?jsW|EOCVWk9uDt1@8D>CUWHRm6;gi4ca>R1f+1$#o$PfAyQ4`baaxE_C^P zYimZj)^ll~0<$gA=A^vX^6$6rVyn39Cz z=anJtFlUhPT&%nS+lJzql;}+QvYEs%v(Xqh)=%|}VISvpc5*VxAt6NPPJf)^jkk)6 z+d$#LhRc{3uzedA61w`_Ip1Q(EM;c9J!V522Zy9HS_K)gB{d)4-ucE8 z*p;)i-qZ1Y^#%z=XatE{;U_~+Dx$9?uQLYQEB!fs3(d5udj~4&Z-5_?MlRFC1cxif zx3?vmo*gNq2!;-bN9ZHi2KeKiIPG!W$uk#ZM0fQVYEb6nC>#u{M`Fy_mHKP&-JE?_ z7G`iT>x&rM6Uza@gDYkkAaE?zn0)*BD0dRybZ3XfwKcki^Ftj@#GIL=wivNk3+T%V zr93f?felH*v9+ASp{4OC%JuPXI|pkc_>H)%ygO6qW~Wl`v^sLpJkB+9&KVOa_3$+` z9&Kr)0ncI%V6BBLTNde=-rTpa4QsO|#3AVi6AWm_{Bbn@=-TVSobJZP+Ssc^ih=TR zX53mLk0_guVUdc^)M22ng$*~0b7iR(16L5BxI4-ieQBDHkN!?K9VA+KaABn#9g|)r zq9fUMX)h#EH*P!a(q2aze|)v$p{bB9yw6qa`t#)@i?og%hWe8RBK}DGY^p9Ko9t-e zDCiMYORYIQ*Hvo_FsK_AdLkxvVz-rAiY@sGR6H5`3t!n`3i8Y|hd#mgOdbTSs?55n zLj$E_U=d9>h?_^)FEY+vzp4&#u;9C&iep|&Q$g<7Ijoa@JvOJuj8)N?Z*o6WBC{Kq zF@x?M)y5~TtEcyk{xAEVy}(Qk8@bL9s&Z zC@}FFY1f^NcIRr?T2`v}9%f8+v`qQ&PC%+oSzaaZ4sfKaFB$VXxT+6sq%JI$& zRsi*zQ>&g*5XLx$U#O{ceZ`GIoM}&DP3K*${pT45SjuE6Mo0l7xG@btxEA?H_;^lYDj1?aSY;c@tOW-WyEK9Weu+veoE?3(d{~0cVYiyZ?IktM z6^#v57S|S)s@1Y7nUh9Na#J6JLs*{%@w~8yb?L299%>jz8D@bDp2)DV@N?^$Lm}OU zFPPxxRZ=6mjj4k^|!C1It9w8fRQz z_4d^lajwG5=2piCOxk=g=~~w*swZrkQ5wm&7dxEj;GyRFU6uT6@C7Ja3{oHUcey}E zooH-q9=EBbFyVjt>c#HbS{D)V&&Q~HRQlU*!f68prP(5R7DG}vm)o7??sF*wN>1WI zw!L|r4qqAl@vA*|j`_z2sMNA(cm1;iie0onF9r*Py5#XjTJ+}|qHO`S>(3jDr+uQd zBvae=p`s|&lboH@C7NMjVKC)w6mYA3+B!Xjcjy8QP3t<-WSrlnPzOHR`p+M&{r~%D zdik?dlz3+4l(g)u`*+W+Jo;U@EI6eZyy z%NGRMYv<6ZaEL(UFE9A%|Gu*qVJa%RSJ9x5i<_!~WouR1tx!pI@x$;Z|4i}zPj3Pb zuZ>?YqwMnn;*T8bj4ZR78;M)PhVWhMw!CePn5(|kG(1ejcU302xH}&iKR@EXPnz4N literal 51360 zcmeFa2UL{XmMvTc3}9ANRE(gKO$1TE2o?%R&cQ&CEKxEBjG#vlP(V;J6iIRh6NpHr zKr$wBP$WtG=LT<|+uf&c-~RjcdtZucQ6w3Sr3T3X!q6PSgMcbAQ_`ms<$EXU6@N!&q@izXw*!+~LC55v59QogzNU?}Z z6v|c#^~6zyD*-)C4vu9*)6+l3$8&zxSDbaP+hf5gUK+vSe%>N-XGE;ruTe&)KXM;G zmti{=>~&^~sAbP;Nu>iz(ALrlj8>$DFJl!}G2!cSKF+vwsiKO?NA0dJzS_i|^R3vIRdX4IVmqHKFjLDrckXo6 z#QJk8$8npPnf)3cr`i2%Q%lgf+B6)ip5}uG!e|tDY>eol(~7IAsthxm?yTN*z@U7q z+pSy04Gro?j~+Fwj(oWD%wzM{)}}4FnzFL814BdJd3kyDsU|cY_0%N)_uGr z;GjI-pb#eM{k5|*>e;icDJBg{H0AhIb(xoAr&Lu{HwYL%#uJj?e*bQs^P^znNv*=P z7H8V7AV;~EFJBG}4l4W__(sola^O)-d=uU)*y0${*Ob+rJKpDY>((uNcJLJw-=iy> z^#KPhzjk#+z4*ph)w^JQHjO!A~y_`CAJJYH& z7?)S8Z+y2u*C#ZT4J(gx>((P$T3XSnN#R-!z5L(W+UiZFtL0@l_V1T3_Tl0BkwKxj z@+eEJLx7m_n=@}gq)l(VVN+(xdvC6Y7Uyv(no_J>e{+s?YyKRMje@0pmo>9&=&2?R z)h{kcSohW|>K6NWvzaucO7%9RDcjp;l9h!g<>KNx?J&}(cZ=|f?<2dKm#Rxbu+Yw91Rm*8M}+87Y^lcGBZC)t#N4YfZFUb4Hr0?(yaB z*4EY@>Zmx52UC=kyt`A%FO+<;DqLz{WF#%QCE?ul`V^yGulH1^7%3}8$(?L*8hN^X z$By`4XQsI^x+Q-6RnL##s*cku znilZoO`K1O#}>R+N&|P7pvMj?Mk^HUd2*%z(`MG5X~}LynJ_dYb7|^40A@F3o*YqoY@F&#F!RJ0$L}@9XQki2!vOm!J*L zTd-u$nVnu0c`h!+sS^{9A%^tmn{~zlO7U7I^r7M_78^-1U7GLmOLers7uov*L2 zzDBzF%K>W(i$wAjoQlyO8?gf1SMQQmadrtQ6XNFnVAy~mT}p4PBAkER*))tOE-tjWUBvI+n7?P_?{3;Uhln+&4oe&DpA0)(Tk8^eFjVG^cqBmnnF2DoQ3R zc_Vr?_0E|y$EQU*Ud-0kHmmk?dwT>XBrGDr2$4)+TxzG6-iOEAmM>pkoVriH7~Ks$X7T$kU*Yjf6q**es&PZ&;nsN&Ehb{77tS^mtW-jBx0rhD8}X;Y)|CiF z)}57MMq0jXSaGL3C6k>$PW<}m?duzHb>6~gL>#4Y65M``j;hq3QV!}Y6Pu2C_wH1R zSxa-Y)AZD&Vys%qs(3NI{*27b%=d+bg#$wkW_dhRzkRxQOPoC8a_1!Edx(A!^A~l> z#Gc32-l8gEOWnY4_y|j*N4l2ZzXYi)fW#tIaBpxz-0{DFsc%ZFVveEGu}S@vv|rXM;4TvD^acFsF{=9~Cw`XI_C_ehszs}( z#d&&qS`Bu{Vjq({X;}X3DsDqkqqaH6f!}W6qRGdEqY*MeN;WpBbZ3W=l9ra1#9XCw z4D#b-Gc-tA@Kse-vQaVURmegYlBR35T@;<2bC+!rdUpHvZKGl9;T~0L;^JNLVXZ86 z{$uM_taxTW)WyNiuQ)!^uZ%HHwrrQCP76xK?eQuKMJQ5nv#YJlv^HW`xX|eHn>+O{ zF5D8f>Uh>x;!iVe%G~E4I~{9{MX}Gn1Yw#}sYP(WovHZ!`$|N9#qcvMQcs2HrW>&+ z5Q@wCa*DGd7Y!)u>glbu6QySM=Z@c{KLF0c!^U3zQg8`NWW(O` zH`t15Yn7eGhw0t%d2tSX84)T@CUuD?P3n^?5MKuosc5Htc?W*}1R$s>eR?Rx@s~x` zNbL9B@vk&A3}CZ)h8B74T31(aaUZkMe5IF}=h#{1D1LYE z@i64f&T0L5IY(d3Gob+As-9{r>*$!R6r=L|>(`4^IouJyPCmtB1OIyqm;L+pty#a` zVE?N3fg7C)+?eNkVmx>(cn%iX$ELnw6xU)-L1bOCg@CWL7g6#NU0CCiXU-@Di8{p$ zv$M0SHfJhpFw7|dP%>5XU|@0yI%rwYH-+u8E-T*Em4ZQ6l#h_6lhr@eUE59a4APeO z!-vnY-_unl&ph69w63ns=WPp?@tyQdA7;PjG%c0h|yT6|g^Z(()85)PB zV6atZrDy2R_Of;3kFV)lbyag@Rk1QPUsEZM)44nv9C%5#;ohoEn_`el&Uy~MUM|*w z5wAJapB;kP=)|V=`A+glXJ_a8(o$Xv&P!MQf4DQn32xthtRdBetAd}Z9CWqlV&dV| zK$~Aw<}p!R8$Qa2O|sz@u*m9q)bpI3?u;8%hTdW8M8X^`PGOGJ&dUv@RehP_78BFn zC}^7f+?l2j6`YCHoF#_@ZY5%zt^NmbQOkU^KOH!#X>H`A;j9Dt=R$&Lq85l&8h2zGwuD&Pl z;X_p^e*wjzE_%wj*9&NWP(AfZ1EP>6n2qkz0T{WN9<8&Pny~x!_3OLh;^IV}J$ug1 zgpe#JH#fIVEZVWD@&4G4~!GQ=VGRzjU*@m6@Au zk^+B}KR@p6?@z;=6;~I%A`#5!8gr^`zm~49Zk^`%QVQkKCiz9O+}Iw9dCrr`&Xe|v zk!O!4>6IjAm2**A`^lavd3s1$#D4JXNMDm;oW{Z4x+ICBq9XgxcXlNkRBX>GWKI$F z^!NAo;Z_X>ppC+{?E7;@sv~80=<4emwd6XD0Sxe%1#{gwXxSDC{7T9df=jU?3~J*v z$*-B2nH6JJ@@Luf%Hb#UgmcH6T&5>EwR5ve14U@S7+fS&?DVm+{(9z1frq!BU$j<^ zJ;&k08URgq@84I#v=U6pzH1i=>*VIXB1PiM0B@zbnsc&zcs12N8%-o3(-_pmsM>#W zTc-dtOY#8Fg0O90K&ojIr;Ce=6ZWfTD2kQ3|JY^l#7o~rtm(iyrE%q zU(SfuBm!KmNIWVK)H-n_4v^a7%t)4xq&Md!K<%+Yv8m^`Z!Z%0@n$urW@d6tymmZ7 zZzNzk$zx$TMHedxjK$Th`x;f7GObAoH3YzN36tJc{``9G=;wRqJr0iz6!Y;Lf84`w zQm^po(km)UO#>#pJ;68;ob%sAgi#;RQ9qhqA}Ig3UA-Oy@VlBDnuYJ zlG_jXxp>L5_4b1u=MIneBoV~tft|JQsVZ3(_1gsCH5r>UI`_+FreSwFJ2<1o2NCx9NcdGkLSS zG1n<;B{Q?`=-AkX+}vDo#4rzx+j@M8|ASuA3oKLGFfMxA-96dS>GPY#U+Bu({CFU} zM%xyro0t&U7w1og;OzyNN0ZW#Dj6{rtdM;0GcyYf58r^ATEJxK>pjPgANNQ|*ppSORL#Hs=DEKZ9my(TYOUYN0PoVm}@aFbPap3EwpN>CE1j&<|1a^u|{a8+*YnE+)u4ydh zZvV|?tcEDz^LNXKyJJC|yW!@>f<3yYva+&gbCMyQa|b8q``wDsk7j;(xSE+GeB$lgJuaYT_cUVrLu5)nLv=Vd+)Kj)A50aZP;_<(3My~gwk=vVP>5D_O#TQYm#wYo$S$U;(<4o`LBJMa2t-`$>?c7#5g?6Q9L$>@ z&tqg_%F=DO(Zia}bo`YVQVd*u|G2C5LNXZAL87sVy2T_c*mpd?)ss3t++dc1=$`Yd z&3}WiRU})KZGUsLW>)IWZd+&9qL_{jgSUl+T!#*+liDdz!~wJ5WW+b0(wa;n7AX^c zDg%QTxU+oekeh=sU#K&`M$;IaN3>F`pQEE=OzJxKkM%hYX$Xm1sU-4|wTlf($b@_A z_>@qpHaWY1aYF*(I&fexPBWXC@VMVcGB8;8HyxY_lZaCHc^9Tp=G18Rfc_)HTQYpj zWS2}}vN0FpyXf@9&+|k60Rb^cPE7&ZaVr$c?r;RjZlEI@E0%PIMG1Z9efhL~5Tiz6&&08azRhXb~K8vLe>Dp+UBVo(#~ z)yi3eML>8!>|P&^YoH*?UtB0;qh4RI)H5h32>c&mL=3*ZdpI^!tF0I&$&745GHn&m z6{~7)72@$_tHt>yxBk_5d>LPmwi@{EX2`w#l67m>hGW@DdZHR+E84T<$(fxX?^Ftw5hh zN=nL!i{F%!mrp^NbIA0Zy~asbH~+Y;`JWdqoO!hV{FdYWj%T*rI6eu|Lg3!Jd9ES9 z#>O}gA8xGBCGQxWUX;+f2gP;>Xt=hHeU$vT>kF5!I!}gB`Wl64nf#ss!>Ng1Bye7* z&2gpup5eX1Yw!;9?ekU4(-EZiNMP^awWg@2V|Iopu14qPuQh#w8lP+S&hL^@I!NB- zdgzRt94cMUM-Lx<>X0+Pw^HYm&l3TY4f6A5rY`NwOV>Lf>mm`p$%g%7v8 zFL|9X)*obNXBP!F#6_R_R!N}*PzcF!%%4U^(KTz~z4Uo$Pf%8qiNWs>)F0DxQ3^)^ znOPuU6TM=XU{ydA0t^p}h$yBQDlXk3s)6CMDYFEoS-RoCDI^6XHl?#?|G*Lm1+-I1 z*$*B7u%|%+x#OaMKacf&)Uc6A^ zUzf`Z1Z7#q)K?OpHx-T20&vx700kK`{v$s>&d#p=4!^$nGOt>-9q|py#%Vk_Ph#MI zM3S%Vwx1bvn>UNN8~0&vkYIfN{P{JjSAXfS=vxoe;J07@KH%qbgnq-xF{p8uAF?f7 zzvsxpWt+}|^`_gaE?&GC&w3UE1q=~NQW>fhdmyM3U?H&FAS!Aroq?tdTXJ(y2jRB3 zNaTY0P@iQRj~su%uzEMmFD_+R{*%+ghYtyR29i%P%~TVF*xST-gu>b$OYlDSUmr?X z{rG&6R1SJ2et?WYB(eZ983D8tLaF4Jeu-ZgAo6ZuVKrQESA^*GGs%_4{OEVxl@pU*_o{TWO|syb4IngxVHCf*FG} z!3-GE*r)-fqO)jMP&K$BI?63tE~e?xvyZe&KcCqOSh)24Lr!PzJGUvw4#fL~`&YsWN_lOEEK0;=TX7&|Xup()UC)V+4 z#Y6uTz$Q|0NG zzZg5?T1DZ#Kng>x*O#LNqxv1R44?Y(z$Fq&61k{i7R!FUQ=X!ut@CK#B{Mga9!7Ff zDvW`YLI5WKjL9o5DiGR)c4k3v&BII|Z1V2>tMf=bS7MO6EAYxO{G=8DF!}NqasLYo zmu|SotVONFCf?QA6&a`A8|cti@wLb+Hg%|{P9DW_runC9fM}-tj4>#bQ2=_{^f#MW zf52jgVio>CbnG1`ptx*^ILGeY@7n6-k;i;`ZKaB<7Ydj6Wo3Le4u~Q=YRRV%p@4(0 zBMJ>+6?QZ`^rsm5`uOZbrr^=a{%CsT5x9pW{W4Aw5lvJTWE-#%V#THRnrSf63_VdJ zU$AvSDIs9m7>N=k3RR=hc#jlU%-QGH*f>N)CU+_u(hz4e+XEe9QlFIQH97R>5d4bD z%;f&!Wy?|-YZDU_lO0A(y*cCy_Q|o?$Oin)3(!~A*wh4OI@e$A5D76tOmn$g1=eof z9ETvWn}rV3N?0Z6XH^YJjYHjxyE?n4>n0Y!{=lL&-Z}01x zv=f?|vqwMx`kTbXDZ31Mv+c>2JsIl-^lD$?MD(_A-PfM=_S7Y95H!_z*q&LVc9DFu z`Jo;8b4@QmTTsA;eE*0eM8sjZ16ZdPo6?XTzLo74N}RiN{iCf2{ddmS$_g2C^yu+~ zs+cbY8=aapjYXu?+joGWmU-pM=cx4$rfkz zn$V8w^PBt{~J)%K?0C!V1o{*HmtoUm?K zxL`pS6bpfdpFe*hcJTVk9%V2q;wswmm`Q8F*@Uf=K}hu~DOq)

      6&}g@qD`vy}+X z-0~uGD5G4!frGuJX5QZZ-#X-UZlz_VZKyFib(?|WwnAr4+H;_=w{PCO10hCY8}vg$ zBmuUb!l*!G%i`Wv_{X;6gDAkdGui{IkeN)vKS6+`It=$_glwNi+j{T%Ue9 zgh<4QrR%cFJQp!CdMYIPnWduI>mv0CAjqoKt4+lHp}BOU(!_fMuXE0)G)jZt#)Gn_ zZ56b;vdUA)E1+kS?$hG)R+}gji|4FuWn1zZN$S``vrdPJAB7|mNO~epTTP5!&Y2u; zuy4J(kd3Mly2cQ3qd=A;adl(AD(L7u1Kk>f z>qlY~)S$J|tw%>kBS9%kN=ZQr&snp1Gw-@}>qw?Ub#Ssd2oWO+i_dTXkyU;B5~NIv_6AAvaN4 ziGU2`WetLr!1bu8sJr*>RUt~7Qbhn`y>3O^I-GNuRdc}O^ z`TQxrDKcH`HKowtfx@DKNzx+qb`(E!!x4 zXBp=0wCVZy9Q@Ov%uS8Q&TN~h3n{Mh7v`@GP?MIvkB!f&DgIDHL*pxeddI%IJO>Ua zVCmgjzJ*t5oa`$kjjo2Yc+@Tq_h_$s3ycM5D372=T(;tPn@EZu=&nD0{J8tzf$ePN zCh1CQnq9jjTKXoGR5MiX^M;*j?rSzwiT@ z?0vFhAtp@umO{{;^0^Qf5qhp(`{b3&MvZsN3Sw;z)hxlIH}+!Clm9+u3AgNyn2lMP zmv+2CT#UGJV?N8x=OCK89!hL}7#|-`_@Sj61v={VgXl&v=)~)2MJ1VVEK6z^%>p@4}@ZxbKt+bd)c(72Ln% zbp<<_4~pdNlZ|s09)i`N;65uC7-0mq_oi3asfZ7?fOy8Kd|KHm;D8@N^aph}ls|8| z0Wu{-6&{A#>Ad!i;{1{L5omi6ka|)KEhVQfu)vZ6RVg7iR!(vfKf;JbDMF9F0zQ(?|u2q zelGFy^jyQj5(Owio)|gYzBi?|$5{*XIE*XSZ68=fz|}J@Tjm2}kLc9s1)2@eq&!jR z!S~qN+ed>vh2+USAnfJkMTf%(6|q`iU?4R9XpnqyP$vCTvCfF|1_jBbU+%S0@)C%R z@>uyzQ)K}ML*VieA8B@o$9!PziTFcn#`@A)f0aS#BZ!+J)SbI`?i5F;&(>=Yi+349 z31Wyz;{<69qLO{fmMtWI!TJ*I>E$&9&kUxs*Uzc#>(`D?x3<*4`lNvR3nn;qD4T?{ zseutG*oY%C0vpS|D=Ok^e}6nUNJErmYOu@&UirKjnjD9ys1_JBFE;S1Z!8?a*z@FV z!2n~UR)H#?jGQYNKbDD9IPE)Krd z==6AbdHH#5ZP}{j@M#d8MC8|3FVtA&NP`e&4upk=8)AIks_h_>HbQw7_=;*sS=cR7 zM34uC4sX(-l0Xsl$?*|iHj$~(FEAh}qZq@E;6|pU<@)exlc5)ZzPitUy1#|vKP~Ax z33+JPnEt}i$%&rhVEY>+`%GfYNF|BFW$?{vncavfgy{s1!5SGG?7TqNM(vD(4XSM@ z(mQdt5sI|g@uw7-7MPRZ0!&GE`QjmH1)B}go(SxMGlHOX5O^?@S*s=KdC>W%Ko=X< zCr1%F7L{%!aDuSiK&aN0PYf{o4QH0k@FJElTW&JO5P60|^-4cch{F65)&urr1+n{~ zY?sUwX8i$qvsORIDI5k1c|_4{Ju&(4GZn-Lhcc8n023#@m9=C6Y)>mxp&p1}Wacy| z3ltd`Ob#5j>uWqnm4oMxkpFP1k?lkB?>MRmZ^%tCsR(VbΝ#5j6tjqk&~3F(&}# z5+9Rc7D5b)(5?VMPSgm{T$BJ%*fpINpt3B7B{3Kl1tZ|h+Fl~o5Qr7%GG&KZZ7_5| zWk{TrC_1#Tk3GTi209KrXE95PN9nb$CX#M}fr4XeUy;NauhALgr7IdA#lX8`W13@X^D z1Q=k|6T$qVcbDIL6_xCD%(tYc!t-Npt5`>HA5>3-R^7$%Y(-EVF(+`#)?g;D zG&vJ(5$l&IF-i@`QJcMT@80|5jD@9T(nhQK3=H0pd=Agu;6SJz#5S)NF&+K>N#GMb zcDV91pXw{FPQ$0z#_+199*!_7Dk-63NfSFAF1?b{V-N<78GomCOVs3*2K4L&TnoiJOyo?=?doe)*>`t@;m)$3jk?A0`&Gp&ismBlB|ei{IxM=dk}hlJIn=%tG$Ste z2M`}Jlo34_iNGElTJJD{D*3;Fa?+&;gn}%Ym@0n`fB?a_2L1u7Pp=qg9I9@b>E=gK zTP2|u=vlyk9mXju1q_

      ^yD)o07cD;U71!M#GSR0hjVlOrBDfFqR5DtO{FbC6YzV zwG~w2E9}{CTatJg1zP#1N~jZxTsFcK1st$%)a0!(8aP+bk1vk87R9!>+kSiSQM z@mg>-N-p`+Qbenea?8ldBGSD8nM`1e&h17h z`hAfOONPNNz2CD0We_nBSJEFE!nL55edR@y^#{y1@ju~rTr)0-&PsNvAW_X}&_veX zTaTi6sp$InD(E`GUpH=ZMr(3zQ%^C}T|G)dM7jv-!(~K~=xxc<-X$HdyW%nfla?aW1L9>}5reX8)9?*?hH^Q^9?}t$Nf_AY<^RE0o4-Xhv{C#-T^=uiH&$-Qm$!-zL&2uAC zSH&g=y@&}SAtAx&{=|==Aw|RqYtR7jzrE9Qp|%`TQ316u2wBFcBKRao^J-$(0)ePD zoRyybap@VxF5iD~KTR&B%YV1Y2`*LLql;~PL0}yD#-=2N}v4RX~#IE;53oIVr79qM; zKnoK$+qYCtMEhs(mX{=o zz{NE^(JrRD{$`+E+mr4i zN%q3|rP0i|D^LN&mU?b@) zuQ=X6w1h^9bqjojo}JO>q4bQ5C{&_^#OAjjG@v<=kVven!2G1!q3z?fl(@DJPeQ=v z63G5QWcaaE7Q!DV`~{aUU$!}(2==JAG2>@u$`mvFR1et*RynDF*0mRwa_290-*ixp5O@GY zBvcSvJeZhVpnofXX<`c{3vRQ0$F}0VWFk=k3>9oNBOZQYFCsO`+jZK+zCertcwCz% z%e;w!VnU7(q6yqOA!vy4&6E9fHJIjDl^4M(wSS<9CXfk%nV9YYTpm4r8cXcp#4ifg z0%d{erRjG&9vFbCgauR%S_10L=Mdq#UKDPY2f=*+#?_^ejjlOjtDX3) z*79noe0FdI5y&MZq(XQJY$v3ki~F7sf*lk@BAp=;HxW9BfPpu2z+(Yj8e2jM^db2I4=kY^`=LZ(J%C!m4-z9GNHG;edNMCsFiz)S zN%*)WGksJqdxr#KR1;HyXhWO9ub7w^ zAG*?;p^PQF;Qia-=kvNW+Q(9qLXiGHPI2vkJ6M{uozjzIcRj25Vv zHEut!l>FMeR*RM^^6+RFGJqqtC?h4vV>6GS}v2;PGAd3Jq}hV7U0I{ zW5PM2q4jJ=hzTRQe`&x$gc*UVg-rg?M~L|uilQ=xMi$yTEL&?ea%o}jcYTxy z)Cz<=?sieTwC1fgZ}iFQYn6)mDCq)IOKjT-u|%99Aj?(01~-)EzkTcW9fl^P0(Ez+ zLl5&sHN6!++y$HphYIi&a{&qW(6GGBP*r(hgr{}weniTK(7 zHGj(x&ZIPEECBNW&IjrV@L~b+m*Lg7=TECj$my3n;=hps^2vG|qBER7?u_)&rs8pzMbx*ClxPO`5pP0^E7~K2t|y{4@eEMmEWxS@JuJx zf%9(`dGl#&L2DuW4{H3Mg35&BrBKc~&R4N@#cdI&EevlbumBhJWSl%gnOM$Hje1v8 zRvLj_DB7)iKFWf*OiWgVA`KFW6yE4un&7FOxfJE>8rZkyp-V}N6y1;@;Dxdg0Z6iG zZ~_O4l>3lyMoU?R6+El6Y|Tjj9rT8@8!Du{4Rjvs++J3=y>I4Xt^IEn#T;_|?f#?I zYUns2dBPH-2xgL}fpAqH_LmWD7TD?Z!@{=qcH;XZz-(Y(fFL6zyTxM zN=8;1crBj}$KN&-dMY#nY_>;{=oi6@aaK0yoPJ^3Um@##YpgJcdhFQT#j8EV=gnEO zXzum7M^`c`+_{#laDwZb`)&KyHOxMKa@kwMB5w~r^O>kt%xR12X^YN^IgNa=rY)3PRuVjj}M%0~D^)DDDn}xGZ!C?f+NT~Fc7_At7swlWt$4tU$9;@-zT%! z*A(qc2(C(nc$9pX-CSH%^(991Oedq1C1#hbHwA=4GhGNgO{<#+?iBPp`@-oZ%vsW2Mh4Qr_vcs zruakqGV`9fXVCJC8^uJQw_Y>K!mxH?C!o#D-OapVeq`qAorFyQHKoeB(D}`ZV>3Ue z{N?wEUnRs9Ug{x#3pcT{|8m>MVwSn)d(RA0XI2cy%p2R~{x{yhUyNJI3fjD_=I|Z7 z>$G~`Yg627qs}_Bj#udX>-pQA&?*Qa8O3v=@C<0!dW8OT&kMNGp>LLT34PyjbHz-A zE&s4-qU~98k)1?Jvl=agqJLxm>~sko$HI(`j7$(NP*u&f&Db}hC+W#3$@IvY`*hLb zB1Ve+Ai>h)!# z3mI1LjP$VStLs$P_EU_Op^2t&Hp^JVbUdc7Y}Nn0LISSdz01g~yp}6lIemKo7S*qc z^J_xb7}^fM)t%-{5}rHZKD%06w`_aG@?7ABNzDDLUYqV8HnyHW%Howin?~~glcndC z{@P4VPVTFf@Hd+*{E59k^SMQPRB1_%a(1c*u6jV1CHM5*AB6-vJ3|}0+RT2gv1HHs zDrv)ED<8KnTwmqCxzPS%p8xUw_^Wm6rou|ON<8n<5%Q*K>ZWN8U1&)_0;PDR2%oMq zO8mz0Lxq*W8K2Fg&V))&`rer}J?Fi5k0)1MSffE91+{R1eH}uLvmC}rsIXQ|*0r5A>Sn~i z#UnX`$0<5uYgC*cq1YFj?35wFD>x*?8g-W;#0f%p;h(zhvX?KvApTznoqy9>tgZUv4!U=9o=QA@Kg;H)cUzK(1ACr%^xkBv_x<#ECC5j(!X@274 z+HN{L5({Rx5cxM*>h{#4UgU6tx#s;%>=bngxo@& z;HCN@Ur!CE<*72GO9iidAE9})m4wYe4ywG95l<|29_#nMN)zSfm4+an%DH*wjjlYh zI{e#xi^I_9(T&PmE#3S%vG;?hAFDw@${`?7^DlS%dc`a812C#gj@9N3dn-WPi583+ zN1do{cK>$_KdZwZ4Fcs7SP$adz%26H^r#>yQROg~L|o~P%PRf+Xy(f)!^f`D-)Zpr zYVg)_6o-U_fZi}XI-7(j4i}bji*a&sC4Ehuee=~DbBiC4Y8VoW3evN_qd%#zWL(C) zUfiOckvQj9WZw~@7vR?x4^n(){ZVa5sfZ8w|;)AA;zK(AEpcyKrv zGuI6nRtcITZ}#_Nu=W(M5BdE0Jal#$fWS&{Cdp`ngz>Qp)~h7pDH$J7Fd*Y-7iR8i z?jx=`cICv=8U7aDdqrN8U`ke1ubB(2Wui^c9)K_fvO)=(A+hw9nr;L?gWA2jM6d;t zS;(3-Z;CF@KHe$@pBB>dJlIh|I1ilEk*r(17R;VJ{7v3$KwXhI)dJr9AncY)m(^xJ zHU2!`@C3F8B>C$^X+zYWc^zPJm!I97u78)t{^{sKdq@Nah>%&J)xyzmLgYcuP^ga` zaanzpAU(LHXKQaAzHLei4Wwbc;77k9%Y|wjIsj!VIy_w5a}6XnP-G|2U1^U^#UuTD z>u*`3;?Y44E2-+N2E|4M*Yxys`)(XK69tdXy~^43{&Ds3MH?%in#Z8C_vfR}(b52< z&`n;7OV93L9Wz|$UH1?sNhw0pN6|XwCHV+rXolsemp! zgRcs+gETCT?MIG^0QGpxw(;^U_*=G7Ik~y3!55MKLNsi4UtPF4L5O|k1FkuH?l|li z`^M)I1tUTinEM)Xng%r!T|w+rVp0Ioic9~@$hBi8pHe<9L-gDTp*}8e%AOnu0`=6V zwp$S-Ac-_+SyE&Dy$fT^SX7#>n-1pVd*iE zo*ukDuEy0ld3kG+FI5e`=ZcSvj*fn5vT4~ZLnEV&2WR^uT%EALgW;vx4T*nxNP9XA zT}8yAtRyjeiwPo#-GgN=Q}VV=*1qWMh`m4ii}H&Iea{YFLLVhG+1UHD-&r1t9UhD$ z3^bt>4cO->NnBb3niY2ZM*tnaKfCA%lIGyphuRbYlUR~9muxdWv0v{)IXS2XXzUV- zFw)I=?fP|@y1ttmO%t{@W%&B}y=P{g`4;Cdk~T%&J#u~F8oFo75`>pc+@4EY2}>QU z_tqq055Wp4n7&l`w*@Kk0e&q7Zy+!}9md@Z#%(hLl+O~3C4f*=1!*h-N5H)4+CB3N ziqrzHbV1U)jcujEI=fMxQORB+ZR{=6Q?{g(Q<9i{XoG$0kA1w2(Iw0qY|xO1#KE2# zf9Je`x2J4now=y12pMYV@3k`WcF6z~s``D{o#pbEt5l+Ztq*`ARs!tXm~ zhtu!5oJ^GAeR`zsmD9A40B`z2C8Lt7`~w@}Q`ef%-As5D&J?e28GFuplQZLZqTAv! z>63PDoFd+22R1yPDFpnU;A{y zr>A6|{djccYh9bHwRH;8R=(2ABf08v#wb4CUT^O6;HiSLa`BD_n5cZ4$8TmA8yP#d zEd+aDZ%1Mk66tiovQ3e&rKzya&dh<;Yg9&$^7Hd&et*T30(Tv&n6m~pYvyphk)oQK zq4j~8AueBXR_D_~=rIPs9dJ$j!RCQ3nCH)*lLIh>X2XcVvfT;aLwcKY)X8!})5hPT zgx?&-7z(;7aLSY3CD=a<5iUSc!@wN8AT2f~X6E21XhLuj9z*CYN2o3xeeu4y*c#0! z-7gnzQMh>VYli)7VxUBvyvj@=rWv${lGc!}s)z?{MW4(Mr1zSnHHE`QLqZ4f88E|& zsy*4IOl-Pl{>oZ*CyD0_nkG1Tr($@#`1L-lComNa--G>Lvs-2~4JA`+1g`uP?VpIK zGr%&jnAgZWt4wtKOnlC;AMvM<<19Q6pgon?-bfp1{2Tb!13=a*_or&bD`P<@o11^X zRMt0p-R}!a^BE}^F;v-JY%CX~vzj)VWk3Jpj}@fjA&r}x`wXn^)sWe}gMwV@8(?wh zMV3*Rq4TfQ&2E;02eGoe*qRXT2|tKo zBg=qTE>ORcBLGO-5wteAi&_Kpqq7*dDQ})nzI60>6Z7H>#&fM9|8-jBUr{M<6lXgJ zrxa{Y9*aA+esp)j+&3VON)58mI8Tm_fG=ana{KI@TV6l-U*$sz6c>FGoSjsQtS0=K z;bL$kU%9O9+^9ZUAw>UXXGB0!nq9a4g3zgi_XSf^wlWh{bu@Jv0!is?MwcH z^*Bao=Jl7H$3Fy%YPacgR;2$|3TAfI**v@A8EzuOQ}cb(Bbs|Bi&Ej$E&n(n{K>-n z!#nzuJmPuNMOj1w9Txuo$uau#j{c;x{wm}BFD=)P|L$D5 zKOiJ$W2#TYn+tzUNbW|Vh)rlA_>J>|{Z0DiR*5BlGtvM5DboH%k^V24!9O4Hf9!Hh zFN7&`mC+R$ARWKh%ZHt}QZu7}Dz4o%hw|*wJGG}_J^Xb8kFLbrpDPxU zf2}1nJe-q*qo`{=Y96(*b)Awe4|%C$+|&E1a?`_;PTfs8jTYJ;mLH{14!rsI{1rH5 zSGUG>F3M*;B)70r-&^UcvEWQ3U@4sYH1qm99C~39@{~a(vWJ4K>^W<9%i!#64bMk7 z9`CZJWdu11^4`59!lD{{Cei4Km!g6~=&d%<(9iGB17N01J|9mJGtOg+s*&ZQZg_mC zJS|sVcb9c^*F|coXAb{$rNAj`j=6xva}Gu4B>x7^jjTb)!B^C^E84*z;pw>K)YYjaHA zv!dG@&BC>e6s)7v#W4^^^L7v>#|G;wPfe7`P!_q)rV(^lE?r8Tb0ighP> z;n|(w{JFWe_KNd2Z(vx+Fuv^792c+>hKb7E8>;pGSg>>h8&xe;|4AydX;t>spKI1` zYHQfZ$5$48MNAb&JHRV_YofkAQw_!(u35WQpzb>Tn}aWxrCE4(0gb*;xtLxPHmdX^ zcPK>oL8bN6_@q6b>b`7k%>57OVmnr?x5DSGznxYdtFevl36)lS$}Krkb@JB9?&ss1 z&rf4CDBMTDY5sD#Hx*Q0kdgwr`rxl4hf7yRgt$p48s~B`OD0JUU7|-Qy&b0tElP|3 zOJ*6F>NVec$@dD`A?ZbdGo1PXYeM|`XsUCzd9J5j2=G24vZ8%!_NCkA;*nCu8)+9> z#U9ZbyU4H|NjiyJxWrQDdEI>D=dGLYBT9Mo9xfcBLSBC-ZTydIw7*g?{>j{lFra@C zCL46%D5EbV)3!ej7Cm)VY#6*qMIp2!5B^m+x<#D;;nfl^-XV>8Fps?NnpJe3u`I$y z_qz!zOZB)dE&_~hB0F0WmIs(GSX=rLAf5DWqWP->zHK>lMAIM6e8G|ZM^FJso<2?b z;lNiOgBe8;UF^VZ)vc+}>oQ>-CrtyST*-Hxg94V$B2r4uAg-*G)4h1n;MI-A(0B7Q z9B03fvJ^rY1%zh}>C=G?6q22U=T~!~4UNO84OqB#KMBwm!O6zNpB(Qz#DxZk(zFud zmcc=eplA#Sz7`Fc_L~b?p{1k?O@kS*9`)tzn&qIrn|;6?qfU=__39WoDGEzJvnR25 zLt`H#zAB^moN#h%FDf)|HV=rfFho@Xp0;znAe}|%Ep+O?prou!`k>l}@5~GW<$&w{ zgtf=* z64%@)U|bHjQfcpMvMUg-D8ST-CJh3piFzN=7S=p{L5}cPVAgIfGzh*z6Ky)A(~vZd zlNLez)47c7UIa?0rJ>KB9f9Z$wN!l=ZMyhQj1Brq$0Wp>>yuOJeKKO369bPsKt33& z7?~LvS2o?)Qn_Kj9{b|M?3?dZK6^osKa@_CUWat;FicL}WntUWmdMr?X9iY{&*1O_ zW^os5Id+MEodv1)Rz2Ul=SBj{Vwl@>b-!^Gb8&JycF#Uh&rRs9cOE=2Gk>ge^yt;l z)yn&4E-|a(hN8_G^(*P4P&fO9p=PIo{(rF@k(WHu2#6tZ)9fGO^qQJ3_!I|uXsA`M zF)$s_$){j#H@~u)c_U@%g;gVzA3aHB;C$Z*p4bBx4emA1P(pfx@FU$op!!2#x2Hu$ zo{;!AhGr$@PUEFM>E%?*SYfoSch3#3oqmyl|ME! z-Ss;p#{cF8z<2y*0hrFXtuzA}k}CJ9@7O)BfJ4wgfnC*DzwDxorXFKH$xIGsg<5pp zdeg)$gg;g;;qXKk?@sft=V)IhE?!M+In{H>X05@v$D7>i1ut_iX!i&X)dI#J*4$gwSxP$sR zlOutKq=IuUBU4jrW|(6nlesz$V1PiXZBlt&!~p|@my9U!%2HRwpZoXkxqTw(kVUlO(_Va;D>M(6fxzcjN|8EYViMb*U#;G zw@!C!PglbFi__qCcE0IOMC&|$NylBuWN0=yn4|IZ+O^THMIU96Q^CGFwRlrLs+*f9 z^e53jnV%I6dJck&Vi0I(Xb4K_>!J0apz&v^sRJ6`$l=|jfr1=*i>`wvkXV^t?jM3; zzHz^Rx!Sayj<&J^%LUk6qtUkCg+_SJ-Mh=tw;hf1-x`BM4S1tzG;5qS{1n>eQ1b<- zS+NbKSyJfZ^ptkIBaL&7sMI^;;9zv;)MN#LFYnqiJ$j4upMv0?9C4XWBYr;^eZ*a) zk66l&9JCm)4Hqt0kKfuI-b^gs4!3+z7@`fLo*X@i(;znPwXQmTl_B2@|4objVtSF;=YsWaH>zF6f8nr6a%w0q z&N4^aVs0-$@ZiS_4?3r(`lqc*_-hToN#Y<7Wh89yU>k>iJ^S^;J|{ORjOZI2s@+;G zFyfGA1juILq}Z=cpfB0&)-59(?L)L?Gdr{*5-di}b_u@6OPZt(K*S;^huXuJ z%*?`4_fdw)KuOwGT(PNL2B#`+zS25}Rml7Z)bU(Q4%o?f9Dhq3z#ai>7daL@UceNc zS@tn=num(45*-yKix$by)oxZ;G9WQcpd*pqNI7`!q4$$hu>nKw&h1`!R%edTTP%8V z5DB-==BAckht+k2gC9iCO$#>CZ22@)o=j*zZcD!CH{g&SnWjE zB2$uTq7K)h0od={+Q`B$IEZd`Je!i8NaEuhXZ9eOUix zBWHE_@*URqH;Y8$xC*DyPq*y*GTN=6Rgwe9(TjE#$2Q}6ak43s)RTQD(XI2n*K6|w z2^_tKgIrBNL@;~|Ec_yi|6GSEYeRsB+EYhyOU;MeR4|(4Tv@9hZ`YACzkm!Y$ua6U zB#B%mZ@j6Ws8yH`Nm%aFA;hP^(GK<)He?MzT+xU!!LvV1=DEr=9i4!HNLC7QK6rL% zAME{FkuQpb!rNo_3_v zYE=PB#Xvn98ABlAq!JGH(xoV%Se%>zgWjHk+h5!X;zG=<00xq_%c*&~Z8yJ$0yY5Y z6}Crrr!`QvAw+P}z>Fy8q^(69AZR~{iitUcqqFERxTl~YKm@H@q{kC6EiR*N!(@-X z*iX$nf6Q~5SfjtM!l=pNBK8T4(t{l#4-7G-AOp$e*{Nucs6mfRNK6bjRSqsysGBG( z!V(krQ7eg61cTE>jz)s79`04r#6&hYIVelZ?i;h1$m#rC$fV@-N@CkHyb=_1=%dN) z*PkK<`=t~Wz0EY6Y$Hj_G!_CmclQAPyD9LZ9D_bV@E!Ur!;mVeyCmbF>WX~NpO@L@ zXY|z~!wQ2>gEaB~HT5P?IkxK?_mg>+IZ>vFj1ejghLlJ$rAVZZga*+dg^;15%t4##nv#~D68#q;Z>t=ib} zhw|k9qh?=S9gx?UaAfFtjdRH|VVGc5FvVtUVG+u~`So@KY=PLU^7Fy>2~378V06?N z=vQbj)~ELsQ`!E8ee)siM71iWHG+9qCst^;(Uxjkb=56^T?F@pJqEz|YKOFuu(}CL z*DczqJO5)Pfm67{{rkBy@wFKB#XS@m!iW(hi%OEXe`#cHRM3f~woYGRZw@A85H z`maPH7AfG6;)Rzd#w-;gSfPd$hlN=manWgm{)>Vlo+BysXf=J=E-$E8Z%kAKKP)7y zP-WKE)W^dO5j%ig33Q~_uVw) z#po#$q{*AItHhukeDQUr!t^1;Hpw>S)mx>=2(1MZL`@|_S`o=ij#>TC7&*xspXr|> z7=vHtzx`Ri72-@UrMXZTgOi2m+^{DSX@kcgR$ipYh+hkLe(SF7JK^9onv2Mxc)(DL z+TSjjx*yLT!gf@6K{}<%?TkQBo8TV1wI%S^jHvnQ)pI^E0WXYOg>~7eQD~O!WoPV& z-Zt;&$kS#Q)6?gR??{^v_49s75904P2IX?QPyY~tD@!?(uf~j-Dd^(|wgPiH*l99x z-o0&wx{ZO79V_lFYT-sKWnc zqF}B6n@SY!WWriXjH2Ub_n%D*V<|#rBosI=COk9{vs1(+9--5d_5;cXBsT1y@SuEn zdi0QWlFx-m5PXzV;&FYwLYw)OlQ1boX6e$UB?Vt=v$dzA#GW?&gWbM3G^m-37cKjx zMe~|Dad&msJ_84CGT&7__ZH1+Ei-n3%+&>QMgqX#jw)ZddGnR(;2w@dz2KS#@nd=% ze9G;9Dr1=e&60tUa0bJPnOxq5xMv@IS~Q6qb4zV|`LWiPq1F!Z=D)_gNbwu8O-%gL z@O~d(hz*y%q2V-UjYeS-y#3dwj~|@!SEG3)X4{|%w-6K3I0Md(`flC5DW{KkZXEz?pPAdjsHCudddFK)xKb#RHDssT^XFzz3hV6*s>5VN*? z0D8+&>gw`?YjhR72zt)h~>r% zQ81lDa~kZRjS=1yp7>Yp>||)WuQ;hprF&L341aC=DgNEP)f6>8ND15vquiRAaOBfu zfTe6Ws#Yzp%t-TVbo;M~E3Zk+;{RisDFbE8znXiU`t~)MIi;x1)uU==*w%m4k_Olc zoTbQ9{`zowBfmcI$b<*axBqyX(@jo2cYFEEC%8qQ}9@yF#+^S5YR{K$J@#5oPI@1}8 zm`)o|*Ut=oT!ot)Z5H=R#^X*P{S`6gSE>l* ziSbo?nX>d{@4&5Z@9#vtW9YH9b<)f}b~GA}9Q;5yV;ReYf^AWekr^@fKG|Rgvycyw z=~5Q7ah;`QCM||u;WP~QztUDt!Z0AZ-n5B)5s3NsS@5~DxK7Dh9&OCKzI(m61OdL0x*3{PE8GD{yFi}#&V*JCC+;pDyO_4()klejWMTDE)-So7WPWY=onsFnplwQqZRf;58oH<*3H#o97P(8-pG} znEBV$0G>9C8p)LDBmQ;epq;*tSL}2;{lI08?8-G}X3=OrBf%?$Xh(%p;7--V5s9jI z6~c>?RDNO{QIzT8mwt3E@ez8(ZGnst3d=I`!hcB$4R8fgtre6+^wVKzCKmYb{##JU znz7aI<6UmGFns;Jr$@uSq^D1vvNh|44VeEWnylwCC4nohUAgl0=pRd!)n8R=3v(Ar z2BG)h7v$yUmJ{9+^0%WV6%7Ov^idBUtn6_x?9<#1Vxx;tUHTh(INel7kHNHSfQG!^ zwoXyoi>D}%!-ahkZ%Ays(SOAWPz-)EnFy>+lNWqqLTCADD4fWTe zhOts_q5=zQ4}J>xen5s)t%NUDz1-EUjhK%_(c!L4{8zb6=sd;K5K0Z9Zi%{dNyq;; zPB2m66QcH^s1%lU`mY%FzE1BZob&iHjHSJ7Kfr7#b;Y*Cf5uDx{jw$mCHzxiK$#{$ zR>k_5*w963Y9uOo8syJ`Zq?g=>3N={9xo4E@Y5i%4^?&3*Gd1BuYae>jO5FRh7>{3 zw!}x|U{Pc+Lh+AU=cU+^LPKtbG5ca#K!q_3l5_Z8iNb=m9_bZV`kViP3IC0B6A1rm zb$#gc{p-Us*=gAVrWQ&gVWL-fOh+HZ%`%*3M4im35%0S`bI{QP5K+^X)nBJxaEfy2n} zZm>YlWWby|d_=x*ZlKhAgf)?W>0hG=xAOrVG|d+-^brQl z;+@gTi5gBUSP{Zs1fxcr-AjG0Kf=99JQ{%jBcx!_nFddO6D_9yCH|BNouCnU0I!bQ z&eiK4q3cOV)qPzTye4E(OU`HQe5zdGOGF@3w4~_}635UD2GMNZzUNR*#H{ zE7)ZupJJklqWSc))~Plvn!#ps{#t(Y({@T7AVfsjH(p3i{!iEp5*BJo}|HGhRR0C1_?+Xa68&s8ujuaHXTi?z2bzkX4i=W3&(jUd7&P=1n87vqrc7ON_44|&=gz6k$sGTA<}saK?fVYw{kN*|-xJ3*cIV$N z)vRm&S^xdZ0@X74e0Rr~U-eDqg^PCW(vYk^*^|Larahj#d?_u#ba;y7F{sY53m1Ip zg&86&;%*<xSKIf#%wp0Nq*Pw{GW z$I4j5MC92hC@9Rlykyvn8G~%@$l{OTcc@SKw{M{rFShYlu;4`{Necu}{NdX+d0nUn zpQoqy?lVg5@Rj@bO$^p0G*yhXzO#~}E+xUhT6tsEV7TseSbWM%wdqSV9+kDCVPjQ9 zK%a>;M zv?Ov&)eHz&CsDO8Zik$3E#1S?0~?D`9mXAo_~Fax$C!)zkd}D;oc`vJLTX6R#-QoU*DFcT%>)|KRLG@HENVInd{kJ zF9rQ|7Nw?L+wmUQ@HA)1lHS;{b=$acqr#|BTD2Ey>KKZ(FUyj<6dvAI^5^Hrt}(_( zc)D}Ka=g`+VEECifByrZl~R%)m6f5!QFDJAJ7JPx*V^K4zZF}6pPwF$&C0V@kthXG z->hHPqmGxKl$J(JF_^i1y9$knH!wcIXGR3pD4FJ0_9m@KCU(XW2E}(Mbg!4AYw00T zU#x%grD0tstFyfLb)X>kcQsDNNw59p&6{`8A*$P4@LTe6&q#d=iD(W)(`ikI(F=6Vq!9s`Is_S$>(3c{J7gEPMnZL^j#|%s_wF35~Z@ce9dQ{pX|#4brWxif#4Kkz9*6GoA&PP))%9dyt;JpkOBno zK6GdnAK)b^Dm+q8GaXiaak!xz#k^jbV`DRp^Ce)4_Z`c6P!D15wn|yT+1y11tGcUU z62Dn_d$|#^+BW#-PkrD)#|;=dY?u_~&c0i>rg)}5k0F_k zm^iT~TP4Ar@7nFn`@LGJ* zm)F)RZVzD;@LdrB|1Y9y4ao%9s?Myv3F+ z-9skt{Ysi*ZPd(_D`h1^wY20JJ}rL}GwAlp@j!L}Io zxnj3-XKUM*-d#MVaSYXuN9P6k_$!3ozTFo^s%Jui7V=f2#f$e)MGJ!k45McAgsRC- z7ikS7N&`A@zGGeMY{r@1Y)2<^@c8jwl%z)h4A*k0s_N?YhleWy9vlW!x1fMHqv(IL5@9()XMi+r_FBzGJ595z=w))e#nB27;_~XZq8x$w1GiDswAyvNh`pF>Ens}** z^E=zMYZt-<5sz%vh7F^bADVddW%w|^egrbSho4ajJv*;^dC4K=#XrXm9z0lDR`#%n zJY0Ul=K%$MaXnbC)PpqpGH+jihK7mNDa(DfOc>+Q(h8ApBbAMfL+W zZx=FoNfd1a%T~MmuB*$z_>nED%XK2gj&2^vw#CncA&DmsE4Lw@7Hf7?o{03k?%cQw zAGU5SOz`1wpE+~J+tu9IxWk>53|(v(I(BSVoG5v5soY}XjB!|dIgHrOoI6)cekd=v zH_>x`>W%a7b$oxe@kF7t7CL_3f(3Ixsd^0_e3XSm?ST>1?;?#=;#1R$bPsveYsTTUR0ruetZ!MIsBvDHJN*ewQ>)~1-4$9(`IJlus^(%hgI?{g>8qbWD!P5=&gGyWIsVzSVM7Y|;g!pm4_OlG z=IQ%y_m9@@sb=vRP@(+i&k5RUxcI%gJvL*QJ=V=or`1&i@gWAR06}9mjtd;~DqfD_Dt~sDzKYPG-TaFM=Od9QX zHT`uNZ)J$vHot@c`x84Z>eIoQu-rH6+|(mnk)wwW^-5pEVb<93LxxqsduAW`}X^vmj?wQOcJbmo<2N}pTK1SPOu=-Y}mtxGd_O&2*PJ_0S~&|e3m^^#$NDOh~;|3J68_} z`MFSVt<>$;`#VRBjg8Ij*z`-A|D>(H|9xD!f=YlXL2V6InwV5EuDGk}v(&2F*0adR zp-Xg)|8&25_wEmdsTzKegO^3+VF_qOrC$E!%Upf`xA?otE$)3Ya>!z%hOx)NirU*E#i)S@AJ^8c#^7`W}j{b3cqC?DTZrB!_Y{yI6?iz~N_(cJA7 ze{rsw`!MtQ^N7W2Uv>oh`zNuYP1%?JIVU^Y4`5@2={w(22Yg)pI4po=!%Z)z&p^tB zHFj)Bh$lu`p$89kgjMibt>aI_Z^^i313l&~m_%CoB4`8`evItN6-Dnx_ZZiHzxF_v z-X+DwNz9b;13t%rUwyF$iO$W>AJD3xUkoWR+uw}F{n$!P0u`>v&nfce`zKTP9r>OS zG~=|tLg%Yx=VUh3)RXZxtX(^_V>g+ZHyv)~V`A*;;-WciG1gS_|C*b(pKvCM&C&Ol zk(Es+cDzhV+DjhXNFzGBtNxqFmU)&&Ge(S3f-EuTV`SQ!iwf zns@LQSFyU5Rlk#!ln#@Gcp0U%OfJ7ZY2LNTJN)O*AFkE?h(SnudW_Ux2X3Fm#$|{5 z5R`cL9f!RMJ9~Cu_wL>IkN8GPQ<*yT%O(AQ?OEuaiis$jwrz_f{9jd)<7MBD@RYTvjj+o11_PX_L z?%)s_!EW8UT_U+HSL#>y`*-rXROAdY0|u-J`~E!3=5mj*&C`#U$zqBYLfD+Ky?iF* z!ESc-DMY>ZIdY_HxWU;ZWy_S885u_@*_*LPo@cD&kyd+!5$pVhPkG%fr~yUTRB);P zxth52=X?IISVwcVfu1{iw(|(l4Rcw#_2}`Hz#hk74Vmb~jvYH@n;wh)G3b0ykQ!c) z<_~xH2-7-C-zdG~CtXjr@4a8UPuy;&irhn_1S?lp^|Xy+$8El|@`Ae4VIJ`1(9mI- z85yJXd+QyQnH6LFf)qw73B*U*?A}(n`XBF}QXLujEA(K)omm-8bzbaF^GnwT^zBQ? z@CWu$7~4HE{c+(#}di3mkttrwo?JM)6t8DvrJhe9|*mK-*^C14t4PHjP``^2&UpG<29V2O2 zA%xguWt9wW8GvU-Mtb@>LN@Kr0z&quM2|IP=RrfDC(1T92T1#P>TN?DD?GNz#P1e@Wd5+b*6YQ5qE;KNZk&$^0>}8UAoW^b2 zVt<9EzkeNxsuw@CfHv_8#a>9KpU0UVrN383Bf0BTK)_Q1rf6uKpZMr^?;#q_L$f|6xX&o` zXm#HWq>{b5GHR>FXs3qYS##&M=SSYRE1EsbZ~UNhKC)BSA*h)o+fz- zePhO%S)`k-Z*LUs)Z9o5joD}>*jG-gR*bKb`;DX{4vjVIM=2`iH#o-_j~$#o(dIsW z+lR}?+*z5)eRCkWCV8J%cTyUuU(72WaWO7CXoeoY2Cr(953MkXm#6~jF^|!5>&3b) zHHNoy4ghu<`shBTTL_3Y%a}nx;dY9t>^`Bf%nxFTc4G(c z`L}EtDH`hh+pYcn#NIBxBmC^a^DkkPA5ojVc@8GRQe^&3wze5e0@~9duFEL{ybqm! z`PHV53IpZj7SgnmbIHlH8P3NJ)#?88E)AdCB<;W|~*MkSjFcZsw;=<~W?55ddX*p-cj2RpR5ut?H zK<6RX($)^&S;Gk0MWP;eAlz}={#NFluE{Zdx__3qR7P)~mel^cV4dk$B^dqkKr1|mj@o#bWU))++f=W4y zGO(I(OyKV>GTh*pnp>2Gr3kY>JwL@u*EERc68WlG5scA0sHLh-MxA>guW%Qk| zU%WU1XFlB2G!@8yfu^P=MSYOf^1ugf^%J^x>$ZLP4RH$%c}^_pNgTEz5$g z5PCtP7u#&?dMO!wr$%&VV(y}>!7KjA+kI-s(M#m zK{MtTPEG!Lg-`HFG-O@Vg&8}2FWsy&E6Tp?`Y*aOMi3WcVq)GlwZuEJYF=j0panD? z$`kxgRyxw$-o9~TsD5lG6VfT~CiT^gh-FG}$4&dwm4-aT$#NwW+@)h@ST{&w=YwQX zhjJ(<4FZarW}Bn>t4Z zUv5#2P zf$u(SbD( z>h^MJSnM0zevH>T!$(Y-G|AcE0qCsK$PCbyG$Wa?+1Ptb&3f{@w}e{K`KI)xOa}QSwU4Q zQM&9U<=yUAhYlU=?CqaGir{+LhKHJ*l5!Dwi1*>cdno}_WV?fn8!>+q)=mgrFnR8Q ze;iAYlgTzW0E>^Vfs3wF|4k(#8cy7~#pQL-#={fZSU-WC)<;0-EvB)du;qk@qvd-D_-3t6r` z%@%vVgGMKs6;dm91OZsEV8P<)!Ea8P#;IPdeblV6$baPNeyaWY?w;7ce}8~?WrC#; z+)8EwdpES?sIM?LpOCz=LpK?`#yWgPrP900jcnO)&-6<#FkP0JY}H9J6yLb;akP4N z4i2x>QUPKaPTpf2)o*VH$`jzDWXfCfdB=3N)&nsKjPu_dJG)7!M||i8N{|Sq5b+OD zlB~n~6l|b_(dBC?9!CxdG=;8Z=$LD(+~rvjbQB`EYu@b3F-q~H`D*ufRGvGdsCm_W z`E@r3Ik#6Db|@71zH(-(S1WINrGNvOq^YT?0dd6UW&ME|R5rb8XJ}}+&P<^*X6t}$ zv)8N{LIe5o_3J*Bj|&P0y?OKI{_cP3+ycq6QI@UzMc9Pe+>NfXyzJ2vCZqsFC2z!e z?J*toODuQTW!P!Ksc}z;Q;Q$&*fOmD$i&kX=}-NXHor)P?d!_1RAu3LR#_L1Zs`Tf zjAkxR9WZ2wA8P>CQV>ZZm)S-RYO7#hSFzmo!~I@h0{wyljv7ZjLo?t-AruM~+(63{ z8XkU-G#`5DQaf6W4pl$041NwK@mXx!=0|W3y?$Utf zF*OzE6}Ss%Xtwgp zJbA5MqkSKNRWiZ7%4+@kBH~av;xcE$cWE}Zwnqs`T|lf4&c8g{!eZDb=aTM6Wv6yw zXJIm-Wr(9jRG!T-9T%6zKI`+NW<;NCYRpdJ6EMpodIhF;q{gjD7|b!Eh?)^%9JRj> zEK)m`pyn(d-X?O{#)Nl9(kgnr-s?={)yK^Jjv8SFyRl0`o%w$FZ%#j}~_E?ssRleS9z#RS(EorzumWRLglP zsz;T2z~2-nNW8|y?M?DX3M<(M#@GDs-|;hNMmISKIPCOkaMDE^7ekqKV*^$S_wNRk z2+(*5HLQ$^wY2V0nZ;p$UpT$xy_2-&85;IKvR&4v17ri7Thg%cg{zG7;&=X%_e@ti z6&5xEB5#fL@kJ>wUUcQMKF`SLTaTP11tVF0t2gJ!0u<7k!fZ)9#usUwAuH`&w@-b_Y)`)KaCl*Xe>zDVc4y1H6#3JZteWBi2U6714_ zf8oL6$4eSK4%&WRQGf155bG3r64(@t%Xa^(TY-{GH&sT4>K#tL3W4coidG%*{^$b^ zeaG))2oGWo|3WaKf)Qq>A8L}dXfLQmxoawN__3!lDyD?>yYI%asZ zXL{#&fDbnA96NSw==o?OF2C>8q|xc=>1(a6`DC4#Pt&`t7B^vt)-D-h_QeT3WmP&6 zS7p>36gb4ncAsa$>j;3AI5D8lO_B$<*n%=yz__$X-n_}Dxw*g3zDj0uFt_98l0VvB zW{afOVwuFMw2>K^nK^(u;0PUwB6B$z7@r#%8~=IRW*-<8=pi)7Fok$3HE#X^FgD5Z zlvrLa;5%opQ%Gdb`r6t#1c@^zR;^r_l$F&38e+D!^=KLc&-y}-A=pSi;n)v}3MaDM zxFO8}x7)Gf0JT%r;p-Y&%;$ZEk1~mORu-v>ca-$}c_;o-ugW>Iism|Rk9JW>U)i#n zcuyHGj^BRGKI84iGOrhH65EDScHY8;{c?V1&z7G^3}F_- zlTTB-8=)&qf&~(ESGwDs<*(c8x0m ze@H?ttJ9z=i3cAMwGJ$|T|<=xA-5P&3v|~W`oAolRI)Y|ZSSb6MS+I&% zHe&k~+7CH6eH{SCYV5Msg7yiz)y!-#qUd49e-D~#m8kKg$3ZjjoY`A z`2Z7#X9e#!OW~$g933xt2?k|lWwn;H4E>cZVN-b9V+x(QDH0_)6BZn+dbGrw*j^o@ zV6kCC2S>-+aQUU0ZC1}J%D(czeW~XAX)s6BIix^cFrl^3Q5V1NN#C*uZI~Xs$_?(( zE+D=LPB-eABS?QjNUJMj`isnMWu<^vfog!mDBdt`cM|B0U7^;aU7`cR%A`Ul#n%1( z1X9%oLK=`AQD$FmO@8baln(oVcZzv%Q(dR~y`NswT(x-6*G&&~`?hR|Uz-KcoH#yv zezbWIOC}tt`36tlI(P<54%M`G=^3E1ut$$H7cN{F$6NSWm>4Whw0=7uA0LpzE2-DM zRaUY~!0qOZ8^;QF)piFSpb*ht5^g{_xSk%^YnSW7-cnoN-#!G(E}HSQNChwPC;15i zDy67?m6mphnB9!?zLPI2bT-bOon%?>A234e5QptkoTJ|2xW=x>zkEwe{XVx&{om&& zZA1N+1PRIlT#hWzty8DZK*oY8c<}IH*E-EOLvb~?J2(`JMBONeAF61hRZ;rG>j|Z= zfXCQa{=jhfLV!wQ+AYwF;cAueEsH=Ob1y_{i-m21K>#sb9Ahl-G@@jTz5nk43)Lg5 zT8~hk0>~Y|z53c%#YGncn5+Hw#}t1nzHtMRiCU0{;t%vx0y_sI>+SHCgDjx7HCRyl zFTeQ?Xem@de=t>&ewSylz!6nIqWwA--&r}HCSd_^RVaGZSvSU{3_wFQPOxyHI$NN3(aCdi&O`5^AMn%`dUrIOpPh)As1N1lNtTy4>Xs=N1%l zx&LyZ_!u08=l^Vm*06(#`5 zzR}P^nW8dfN(m$M$s0KXP^`0$f5~w@2eb?sIc3Z8_vzg`?XCfH6R z2zWqr#hmMF5)CO?@La#3pvEp5fd_+4DWrkr2=YorS=nOdObKYQLRRgcKO2mUq|=n< zsLz-YDCkJvYa3&keSou&Ype_x`V6>>MXDbC`kH&4`*RYK<@}V5Jvi_1z;gh2U)-favWRJc83bdi1b; z6FpGeOG@FB)EOIR&h*T>U$0WCTuM}d%@gXsMvbv!k1(d&<>QAB*4EZA>kD+}&Q%^e z_IrK2uK&p%m7Mt+%Jfo1rX$XOOgFhywPMMmgfwkIl(8i0_U+qN1bUg?y~U(#Eogg2 zc6J$8V1d4W19K+Fqiqz~!6Z(CfDCUsnAf8usbOz%2%Qm_AzkzCE8*dSX{IOj&vb{k*(U}C0F7?ap({9T3FJUKz(qtu?{NdO1&g41XN?z$U@{Ceu%?>0 z8K68%^p=~LHZ+%AoHu$*bIh2D6Z7AFRcv*WMU<0@y7w@Y+vE4|Wib$V0x12NW+r4w z-8bm6Sq28(n(BW|^mi8^v-?Y02ocMV(Ws#V2#JX3q^qk7BB4vCz!IA_{x|O2*-w|l zOyWz3X)iCY$C;Vkxja?1wNE+ElL+2&mv7Rqlq)!Ryt(y!l@8UK1+~KLil~DZ-JG32 z^OW3wx|NP_ixKBVz=b06B+VubQZ^a-)>&#LO`hc8u7w6ZvS z1bik9LkA$zZZeZ3&`8NR^%Z^lb_j*?T6ie|uhFi(WbY=0U{YRQKad=RIT4HHN2640 z`1@A`yEE_-j1fsFH$FK{xS zqnIXG5_xyJ3C#!mFG;wKLj;xd*Sb}7L8w3Rn=n#G`w!iGB=kOPmc^4$`l_`k$oK5+bb(A zOI9T_BBo{?65B!iU{E`}pxp_9)ht zIceRyb?Yfzl^A;wdYITU{r_0Ll(Q#JcyZx|Bi&*>lpaYCd6mW5wGytS*xx!^dhR=$ zOI5?4m+Wb-t-X83JkFs#+tAvh8uv#2_WS3@LFhTWX#EuQlQnb@S$~1RWubq~>{Pts=yB_`^)7Ikv&dY9>7!@ai)(Z1gh{{vgeQST`h) z31pFox1?ocypi9QmX$sI@S$0Gxt8gnD$~kYEm;6j0D$*h>y&PEehoV#A~^1cEer3@53D098B%)}y)`piuGexz@%^*_6Fwu9W# z@~c6|b;F)eVdQYEa-Og;V-5#PGnWE{nU*7qVMTbOAzl_FzY47ck)5YpVxw!UxRv$}3wW(YbJywj27U82Ns$6a}NR zVVJY%C~VmM$;?Xub*zY@jCWPXK2!IPVBcWF>Zm-e#fNS+J!DY&AkZevm@kD(2=bz; z`g%|WP0nT~WOtzSASlaB4Hh@7UiPc@OPo7;QEC{k^k@UFmze(rS?Wrw zqq`3fN2nv|N|SjW)i{yQMvAPc*pXV;3r&ag!U+9`Clxx2UIDdXa73}YP!n|QE}M-0Bi5Z+XZPE&u>#fA_Xp7n(G3%zqZ)X|gq63w zsfVn#ZoSrNGxR(p??k~G`ww3+n<@jrm`tx;)yXyB&oHz8(H~rw!2Lkxv8N=Mc0--l z83!ju(E?ocy>zW}Z@&YV#)e*N)nL|Krca-zIBVB%lt!2?4@O0pOdj>#BBrBY*rmsh z8+V`mWA;8`9=Npq)!i+qy{s)QN7VG{+pk|WgNm5Qk3cUp&zOy3h&M#7%cg6?MlrBL zMJ0L&#Ig`PC0(^k;69(y5T816qKZ}}J7d*y&Fs^Njk&b#X-)L`tfx+&K9X>UCIZ;f zffg%CpOZ}vS6=5~ zU*uB$t^2O$-;CVVnhupBu@)!xQvTb8{f}}pMo_H+q=d1(J*%#^w)P!Db#zZ!cj9j@ zTyAcjg@DQ^#@La@R489iu097P&7p;46Y$he7yoX&GiJSQOY0ti06)EYVdgJ={Y{(a zlSIGgMd|U6kmDfpC}9Fo)EGjBMzZRg$_pppof^Jvw!OVFnxIBL;4A*mmX;QUu`?=2 zqmw61I>rM9!MQa5@{v~#tyLh_Pu*$ z2p@;~E;Ka!%IPTo`c;=qfch^W+F-ERqkSuSd$rtZRFv(Rw+Sf#x~kFo{?^*9V-APS zFZz{&=~H=S<-geh-zyrso@_DYUr|GU`|%@#u_y;p7eb>AJXh;&+ZMq~#7a-bXaXo? zva<4VtCRc0E_!t}dtl5|{_~onq2S~{k~3f~lTcH}akR~i=tTvua~58CKKSgk&2J2L zUCFa)3WW^pZ9Xh~QOG+6-Pz3s~osflY6GT3BpPr2u(=ARaxefos5UeR?O z!^jr5?}+C9S+8CDm{I&#;+9#$E;X8X1I|3+M03@n#P>O?R;^-PRrr5&{w=T!QNQor zEi|Zctkphu=8O@)4~Y=%L${ti^V3`qBNJBY&aA!**vTCSQi!Fyrg}v9TuK2YMkyTA z{6~&cQW|cmrpS!bXk4NZYRU{AoB>54Bm%TBy^BXq&c11X!hU&C{YBLqeOr1nHq=NR zHb5ONOH@+f^xK%8WbH(Ddx;7qARs{BpIyB|PX;Gz3eR`E{Qav}{s0ffm=MT+zag|} zKuxuX47WQvT5|hzQfHt>mj!XPRMgfEUKwMo@aoO$*I|i?+K>SAw{6?z>g;?27oFkf zbmeoIt2DRv96Nse7Xn#2kHa3rY}(#pzL&mIFB6aHE#K%h?FDBJs{pW5XVyL`e4)+> zuZk|MR*`z^$Bb@XdTfLuNAoQsw(@EYUYLoIEH4ZB2bxa*4>#9$rOlCF+UcQ7?I`pg z#T~$Gb}_ZN3FTt4rj@Rr{6b!lg~^Nja$4}!W@b9W>#?Lqc(D{277hd0V)Rto`O}QI za|3y5Mp|00eE7RBOe8%6>U98oG+4OM{l~!IJNH+h(Bhq@rbmWU?cB(9qtD}h#=F)< zS}&se2^Sin$^t!q4Yxnzz$BQ?AX{b%ape2==lm6N5Vx>7MS9(Wl`*Gy$wGq20$WER z0{-;r6QbvScQXW_gr?`^yt=poAkM2xu9}b%n1?z6qS38$XDZgAJ1gIh{5i|`k0zjv z`jMEa!=_9LAOaVG9e9mCyslt$v;2w7f-Vzv>dY1_DkwQ05U`J|`;;a?)cyi`X1e6| zmV*8i{&Og|xA*>|*&P(g|GI$AXD(mI1)EVq@AQlSq2ur9FUSS38tJ}$+tD=9TO{S? z_9ZU*Rl4=))Ja;KMPj{UV`JwnT6FNu-HWf{Q0P#)TU`!JJJ)+<~juY7a%rO0MW#wK#JHt<(K&*sx=O{<=X--Zr zDvSTY&a<4#KAZJ-nKQr+4@=**YNASe_pLUrFSu`Gh)3qSr;^q zaBNDb|8LM!fq4qIKJ9<*W1Af*&nFQ0d`aRXh7JwUO;Q1OR&a7it0{~-SK7)b%TWE^ z=uIY31c`YW-T-0~pz7T|?d?i;9R|BC-Y5~`6V?dXRTs~t0_{bFH;T%G*w7TrGLseP zyS(EK`AE=W9gN;x1BQ7Cz-loCHb0)}ZqZXgrS3-|bS5y+5+hDQA){TB?$v7#I!-aq z;LJkv8%(*H#XI++yB5=30@)XZ()Z(D$cH%+&t~`^uRKq6d49&u9^5Ha_a+sN-Dn+Y z$zuo^;-?-Rf4>6VqMe~8a;-g`b9~JVFOAzdf6@GDotBL{K4ILrzMWOS^nmxMLp9Ka zu;W9Z{k*2NX#hhtxW()v=!hTA98LE4dkXr)tHaNaUOC|ip%Zc7u@fiSg*Zs_<;BNi zDyHj*5n&q>{J5=8VESRzp$asp2=-Hf3T#C(32aeFK>*@(Ss}>gL$6xH7~?Q92;+K< zj=;&cODjNyo-&|#5ShS5j@Ow<7Hz}~2S;5f8t|l4zSeT3SOV&jH2vuXZ7 z2ZtWwS66tirMw$LUiLn6WDenrfO`D=`Ee<-YQ0$HIOE!yL|+Q&x9{I40q-cC>_Yve zZh4GA0)8SrV1Q!EP((ieA2$U3>xuA-hb+2JF-S%j+sB0%Jtg><)uRWNrV|q5N3(F= zTucF>sWG~`Ow2{Wz5-qhGB~f=3%;~d*RFpzuZd48>>rmvBwNSfIWuGD1iF;*S{}Ds zmY3yteO3siUiWVbR(I-x`sWGA-f?CyX{Q)SDh7N1k4HuoM2ser`OYTyiFRs0b|ES7Dvj^YYR^+Utoc0pJVQRGLt^ed$ z@|v<_GZPfI?9q^-9n{g)6_a#Rm-ISOxW3Nv%g!?db{vwPym`|fio8>|ZaNfiLXrVC z&u7v;6>SbtY&6)U^=b1b-{!@pxex;kvWR&i%F|>*ay9-kBeb=LKu5_S1Z8w_occBX zJ)?@h3jOHk!@wy}ThFG1rV{7~+0~Z4=~r{6fLI6_3h?wg>7vBER>TWJa)HhYTd=-} zKoP6;qk!)~r^qi9@E%tS5vn3K3O+;=ORP~EP$loLSqX8?cihA2ee&v6Z$b%*4^%Oc zS&mW<0w&fpR(NEKqYV+fJh!!Fk2tdb;|B$9L5hCL80+>?o&DadL4n2$9dLFS$z2lp z-h;aL)P&WC!2t&({`)hCVnTk3JcuIH7!DKHL-@y&Y0zUjWCviBktxGCX)*%`!ktKg zhAsR>SxXr+ zSZit7mOs3B&E~ww_QZFDhHWDbC!GAA5zxN|xvnR3(VxK_!NX?5^@+=XZceiN;k4Zi zMIF5k9<*eHPMmr&D6_){xc(MkE>l--KNa@n^{ZD#CMMi~uCdNC($bz{oDw;?kgE{E z?5jS{`jFs0$k*4mSXMkUijQ^_i9#_5RHOrnD}pXB8s4Z=$K?#EQf^wH%V4?s@X3>V zGq*8ZHKggU^Rj=}M^$|F!#89f`S);y!Q6j~iu`o#*Z%8St+&0Dh@i?C5@?P%IQiyo z-G#J_+G*Z!C8aKi(FHid&0$@tITMNf#GwF9_e_6jL{TR)Kk@~MlHx2<+CCqj?qWC+ zg9D8z^XGG;J1~bMP%^rC3mY4y*}K}dX>$xRn!-b<775BIBWH7X1ZgjzRv-mc*WaUw z$1fQum5AY5QvdPOr#sSv2vHodaowPc8V%16#C?axl%XI<*UQjmdk#)Z(2Hs>kICJ>BvMtKu~tbo(jat{tyi-TA- zJvlqOCuoESlz6SlOkqwDly@&MsRfzR8qpOO=b(T_X^Mp?POMQ!_#nVG;&P`>ojiFE zXj8=Pr9(6NUCT{u04Yf}9?nCPoUGMU%iCvAH{Nq{;&lHHg@tQumoG7LKEZD&5(OWw zK?j(^?xJ`MXn?Q(%q$(!n~B_c`ucmg>sfa-B|nN;_d)aCbb8Z+8EhoRAm`sJNV!CG+Hl-P7Z$ zB6yH;c39PZck9JnP6&5e!fN~Vy^t1sYW0GmiHcB%*eCTmbZ-5fn=r1Td*(3}zXhwQ z0@o82eb!U}Pe#}1>r=U(f}O%Grq{0zaZlmle1t-P`?+7Xz5btyydxwOF)(ufI*LTM z-{nu>(}Ql_Mqtm3lBF1YDI06lw}1begl|NVu}1a*eOlna1L?en53~S4S#&`o4WclI zc9a_7H#8S|6QH)0miimo?>|RV++LQ7Na4OiQVZAhH3MWcXNvlq`LoC#KA^BkOZTco zmKX|B$x+vt{6hRWnq%~-3Q< z&q`SnVi>dq*)Gx%-t5@q^SFV`V$ckgnN9?Ji5UBAcgbp%b#d~c-?g=UB416_H_*a^ zjiChb`V^wt?fyRmOKy2BvlU1s-T+yILlxK6)tQ0_6Vh*_q_g+%eN>XR+{g>Rh8Us^ z_KpApP66B^&G!g-^}?_>BTfjvlS#``5*ogJ2&sYDy!ay}WW#lNS(N3(nYT<>2q?R! zR)d6oYHvV5A37SLNz)6|rstx^AiIDHN=3N)kR z%;}AV0hCiS>59;)qt$I2qBL8?1#TaRzH~4>fQ+d7;JJ_-9ryR&yGX0Comk0fYVkR7 zg=f{Q-0h90ovtv5OAaGiD z^0QD-=KqE5x&fIbSw40Hm>{jQpKq0?0j3~^Gx(Jvm{ExS{_x-tzV@~sAM^v5Xy{q! zMOp<9^r1Lou!8DP5@NI4YTddv^o#(>o=7fTFzuQpD{-WXbN zhlL=QI);vB+4ucdu8bOGc>X!wXy7K}=?uaW5-y;2$eU9S2FwIOz`1ktS&_MNwJNh8 zqYTbGCTL?<*LEmzhcFj8Sa*;f*~Q7pX_>L{r&>3lnb90frGq);%R#R{??Q1Uz33`@QkFI^(nrd_B)6~S{zoPCJ>Pvmss#?>|VT+pu-?eks zu1~k#3-I@UWi$4o`StMF*y9uo(gOz`%CWYhh9efOn--{MU+g7|9bz|%XQk(xpVY*r z%7;C8aE`98@U`1?nQpX(Lg)}V>h1f@tWK`NdSWt>**H7Lwe2QF3zL{P(-O6}%m^v@ zwa7a$ePF;r44Yup24Vxd>+XK(VyQQ*Q%8q{#lj`^4|Ci!7}ADPvO}%++f|b~UyP$+ zR~E}TVzS~!LFJaaOW(;gxv4j;u^rnx>G%%6t#?+gT9`bLq56A4*UaMl(OE*TIpbFm zYch^!U4obhL5DMT#(PesX^^Tx#+?~JJF9Hj0a@I*RdP-!(3+!+jgW+ed`H1!r!{)-Fj<7uS~Ia8h6No5*Z$ zCAmqXsXPpNChFI>psrH4|BUi4^zL}}_hX0QzMUhVtTozGz4cLB<7;MVWJQxlu1--i zwQO=ni%qpnT526?h$mC5o=b;}wAjsPo1i!uqFSMNA&6UY>s`0oTbttv)tKAEOjGP!LxG#se6?wmChAV+3q<`zS%hk-npgug#$Fs`vu^JiscjBLtIovrti z6ZIF!li#-Imp&;dST(Yz@51aE^W|>`D(clYsR7L#Rtpzx4i%|u^1ETa&jSm zPcUIGE36(N*38MxO-796d8$qSkS@#L*DEmeiQeLBKa+Zg#5Y7S>g4y)p7#nW<5`Wi z-kZUaV42Ld`z(veoxMZTUX!3VkWbcrSolE;HY%N zj+3gvi7px|-Wl+GkMSNevih9WtL3Jw|r40n(96oa7ep>vim3voK9Xu7X z?bf?xq4T@m1Ok+R3>9Cv_mg0*yt}z!M_|H>KiWBGe;UZ&{uOgdgWGmjeYV*G`P<9) zyzibCbbZY9k+VAu`}vH$cTYf(-rJ6B^Yg*%Ie$HL@Af&AwRT#dAV8?_)V|Tq=_=qC0=-KV)FH4p>mf0egb;C+Fv%Mw!4U1S=D-T)o=4p`_M!@>ygOCDcwa zEvv(F=3%#O^G}+2lN{?y^z_!6o7Sva)paJrPcI#MhZ=^5vHG~5|BoFr@M=n?3Zcfl zw<+jVFTjFN9-5A;zZ4b?lh>^oZ`V6W?m4tct|j1(ii%3amfi0+ zZ~y+rr>V&`{?Q|QC#Pq5c_*oPjw79*GJ-%U<$%n5ad_gxkA}D!${sP^9;of11#PiC zFi>gBhR{bidG(7_ICdm!RN6l2+1^>XIsF||^O|R??xXjBczljf0T1*dLBXzzt)hRf z$z8gLU$6i|4dr}kX(=U4$c0s_S7*|`cJ9_~nct>>pYJ0_SJr+aZ5k`y*j#VMSws2} zk?>d)99aII*KqNtufH?@)7E>p7;mO0`Brf6x~mU(|6*pQ4zFVL#}mMKGQKi(x59jD z0)4wI@33!H&7fgFXD7%7WxP`}NMieA$0mK9SQ2d(LcuM-mvdjFlLqS74E2(}cx&FncJ_%VD~57C@Wy2h&5hZ^Y)JY{=pWFMwJ<7} zxl`2bVLFB2z9M^zjm^cocTa&z)xD)-mCBvaZ~VQNt|!bNY(JEeqI*(Lrdx;EbLPaZ zjEPkH3m`$>-iWt2wyDP`^CnxSbOT__fZC_yFq*M~_A_S39ZBTpJ3A^@ifRoZRYBjV z!L@^Ky`yYsPjP`gF&ZW*2dx;MB)p7C_Nx(+`#4(*~%a>iYWA zLnod;rO<;r>LtCi?B`G4G^;jiVfiawp2LZdFZcv#zL7mA0-eE-H6vI%7@=Fhi4)0J zmxjOmUPok;8b3DBU{oJEzVO?(PaHVVfnG57oo#uYD}a!4U?y;&FZu&4HVE!dtS0AR z3jqBzm%5LL620o4FEJkRUE)bq_&znWqr>k@ncv_lEk}DeY^hghc@0ECRpcXJ?1FlVRqZZ`wF5q|QD$V#}468*WjC3Wd@4w1z?n6=!B zQGuBUIGi;7w3g!ma;4?FYsi|pd0n){v^rfN# z)K(4kz-3+neGwiSDn*?aQg?MQYIUqw+j#u={wC#z^T*)voASTcfq2*fkI+z7f!$ENWH|zK#~Z<3D7*F{BoZdxqq6TbZ={M4 zPXeLc8OVJ{UIqdD8vrm&<_0Kc0)M232YVSP{(21@*m))jF3(e|m3dX2^3UygGO4^w{Q3@wabj z7#^m*coBB(nxUN87n8O4Z;wQa%M^CgpUNo1?(NXZ**vtg8@Ei&zgf3anPSkvAWzGo z6UUFAdp*CTq9U@53(FVYx2vJ;oVLfTz%{&m4Pl>(5m(HOjDs+8Fo{MI6QK7;Lm!o_ zZnZrW{eO?^LljgJ6?7WON`Qrc^OwO6G15E2YZjhw&GypEF&|)lJ?YuAxpiF<9Gy;3 zZZ}jFMLK_ZYkv9B(u)NJvZKB3YtP%C)Y*E^E(&#|Nn#cU0N;e1zq)NBnDH;!=RUe& zO{N7k;q9wuTt7W@!hiS5t6{oR<@=LD$E7aE%u@!gG(s9dl|&#G1Jj-r*S~-LdLYM| z%BN5N{%?xDtN)31_>nr+%lXDUsTZB+4IS`*ufCig!P|UWxkD70L=XZJ^TMwXr%cOl zBZl6A*B%<)U*J0;`RS}KCWbTH#QpC%6kANPemPVE5R;DAihBID$jHN>_h5v;(;d(i zwB||gmo}WQG}tgn`Iz6pDF;yQ-5z5;Yr)Xg(tt&R?IjcTe!l;IKd#<~!i8>8P%e`G zM=md%XzmF@Cp^43RC&H9{#@%bTSJ56te|l0e^+go{B|iRDH>}>Zeqyg>}_rj=fn9R zEg1hcDwHUDZ^_Eu z&f}%;_kaD*xvz7s`#$GB*Y&@zb6mgQPxy@Y`!$}=$9jE!H#Cka)6#6Ap-?EaswxUv z6be-$g|b|KH8p4krRgbU6m;36o{`h%~or-}Yg+hOt{CC-F*;f`63Ohwr zLGHLqSbvkV{_#%>vcr=G`k}`ew^pwIuw@y`S}sM#{+mrE%b3sHu6Y!v^jzzw{+WBb zl$M<-2z_Q0sIPHQsK7_*xqg8SueUx|;q-i)?PO`Px^{c~pZUw%w-=R#NkoW9+KoG! zb+3-%y2;M*&sU`elhdk$3jcf^-?BT=|DP|F=R#K$|NX<3J8O9V<0!?}pq& z)F>|Qx#^_3497j&Wj$~2ICTBBA#{{AwSSi-$OUeWhezg@dx#fry|ALlnUu|5&E)vYs1W8spOWjlTP zwB5yv*TTcY3om6!IuDxk*CyH7*?C{NvaIau*NRvjp0aT1*|!~19y6kIb8{wV&r&fn zGfz!TwRV1axGPOBwQ8@VmOo;6Ig_UtCOm`SN8!adE$U_vq=i?SCe`y>7FtfN}1J z7pf0UtgUIKrKR`p-)~ajvvQZrCpNFSE6Y|;=T}xT;aRUwW$knK@JKrIi7q-VZ*f6# zW@6x0sF;gr8mmg@&w@{DI%H@x$lzie)0_1v~4m!|8Sb@W3O&i$AA9~X-G z(X(BTh+vD=eM>{$=)eKfzMnBJ6a672ZpJy6Sq}Np`9??Yy6EI|+QQ<->7wgxSVC&n z=XwsYN?uxLm~NwZYXhG~v>MCL_)}Yrz2?P6Mn)(UKRQ+)KfhJC@7y_k{`_@JTI;VL zuUNJ`yjh#$CeF#Urar~uYE6PM&(Blu?UqqfQzxdReCYUeue9kE*G>Q1x39f>C$etc zI*sQ_w6`}2EvILbIbOGbS9pBDiF?bw3#-XAhK5F+`E+-`%kVR;hU{!9UgO+t{QUf{ zPo#3k9*>JOvlXR%i!kC zn{QlQMIUu4>yn_bu#d0rN*^De`$0h~DP;08FAdO$h=^?3ygAaWJY412F|Qu`fR9~$ zeK%jf=IZS144ewXb{JZrhuT`9Y(3UnVP5%Sjg+*sW}Ggcl;_+gAt9kn!e>`&X=^iX z*zj`XfR~q7*a0V+Q<)d9Lt)o_B-{h$1DZ}1T3Scrym<=*hpsoA9`*sZ#)zxjL40nEEzRf1P z-NwddczoO!12EW><(K0&8KoY~ub*zis&so(XY`erxE5-!N&#te3t#=6&_*itRG){@SmOo*wV3>a9tL$R4;(yH(Jk zQ>FL!@8`<*wkIYh7Y6a@4gWYMdwQrjXTR$R=bJZgO1AyhOE7Ai`qM!M5-W(MufM;a zfr%;V;t?aG?HdG)ZZ|fbJRYN^Xq0WyhmRjmFU(EXW;qMo zWs{}DHg%ot>^yt1zm~B)LRPsvT)N`5=FXFu7uP)5XDxs6q9`5ffomK1PH;7OeZ0w1 zo988ad2)~zrT0T|vFVowyIjV48846ZUh(#(T>M>4`&{Wx;h&CANv@;krCdj-Ft_LK zDr@3;Kb8dX{OPX~`T53xd7vTPFDEBQOA=GXcp*)_kpzv_IW5NQ)mYH|@KyX>5Glesb{C zHd)VYNl8h)-y>IqJ$=f!ZQJed-!;%cOs9t1Mt?vLKQ;Z0I~xZ4!%?IR{|@6Wp0T7NtQWq`%e!J)IuYjHl^+|rUe zG&J<)^z`(|$gPb6H|y)`qcSowrfQ76_BO@!&TDIHE5;n>KCpkk|Kwnkwz>1v@M%qT zb@l$Htn?DIy@S0K&!gB^w{J9d*NmS4fGfIA%Z%IHb2N-g01sn!x_D6mi&RKVOeb<4 z4_1_8_zkM1}Y&=&KD;q`DSisW@f7WIr>;o4&%5@$n=_ghM%9` zYjgsehO{G*QX(SS7abg!#>dA$qQ;h#V&o0eF2o3?34in|zO{HVC>RgNJgL1&PfB7O z=vw3jPNOZM2BCi6Q`@g)qpKt`Qr!vM89s^evMzD=u3M0b5ST; zu@}u-a;33u<2A(3mu>nPr?YGAUEiy!f`Se7^`D_eeJ&{>HL9}@0x_9 z3w6RjV|COcpQfjalf8n<*^c5JEwho*_}+d6MdQ`cr@{@(59;f0+Go?~ZV{p7$*G0e;0Vo*T}}Zbk3xE9AR|x}cfm^m{{hdBnXU zKYG%*T*mu?zIPzx?>&1 zciK8Tue~))=a80WMRmA_F*}iBz6|TF?LEIyw!iP%jT|yE+v&GUX&hivu6iHx`0?lR z8g8|;RDqp44;kqOBpp^$TTYq2l-$0sFl)Ph{d#sWvD7m07<9AM2d9}f0x~M8sH{Gb zcHssJ57*BxGU7Uh@rREbY3uL5eeD|6$z1o%N1p8COO>XORx2dLxOeYfnlI}p-03VO zOs-#_i0j2Z+_i{%(5~LOoU%pC@|x0}Eno7)1qHnm5(G%!-m_;9sn>3kgNpaIORtZA zm!AF!aE<}+_RGUPMTLdSvCCZJ(x+lV7mJIF?HnBB-QA@C#cv;znO2b5C@dnPV>21( zksHi^>cQj=b-M!+5|NlG^O|_plc!F#%*55@3`h%i%3EG!Hxgi7cvb)94> zuMOUv&zK1Ss&wdFU07I{=-6}gaES0q3efU3z{bQ)2DYFxY+BB z%}`KVyNT%r70{L9#fvE=_B@#-aa`5|;$EzKxw!5JpF4kEp5dCqovw#_j!`IUH}dl) z-Chk{_4vS4ngMKw)ig9dZ{PCanqQ?PADPHtF=pJolPCCV$jvl?*j|Yf!pTB> zZ;z(U{I&+xJ3ZW5@L0r*j){pWkV&7?+R?FM=gysH&CH$~=XvguF*Ya(T}=M-@T)H{ z;UgD8*FPDF)(!j0B4pVx^m6Ev-r_tgvw+zEzF*4IwS!Bh+*{6{Jd1+eHBOfE2SS=X zQV39abu0p1RX%q>>HP2Nw5iUvRjxxzZVpVQjEzt4{23xxFQ%eQ4z=iItkjw~ zuV5fq7qQDD{9}U^O`S`On!A6Lf8-%Q4saPXMREy3Ci#?Tma|=&)pG(ecT0l>K0OvX zQ&N>49=_e@>Q#azz?Rstsj!G@Q!JP(D=Qh;*o@m;#J)D%zID6bOs-054+qEP2p8(5 zF^NBwMJ>nh{natH=uE%|o%ebBtm`S1iJ_LoZ%JQ1r>$m{zI;3;{@JsGT_Gx6nh8eI zR4Z4uVTNC8Mblseb|(C&tb8z;P?Bm@V}gbkn7zE&rtvrc53PbGZ;gIQy{=MJB-Ru~ z?WnvAwk?|ZM_hK2RSmzW`S*k8BUTw{JSGb3ZpF`~g#D3^ZwMh9ZM zi`MkanLoh47ztqRqU!1mZWH}-$BzeU%{RO$vusG?+s4Yu$i|j%|Lk&a^r80RJ6pTz z>mNRP^m2run=CJJ@r~foBiQ&Nl!KQqXO`pwEfYjPH{BCK(}m*r$u@6Z_dIXcpRQnI zc|$|OQ?*?Ak5wdX1Np|S?LPe28?Ayn^=oPAA$fWEjKKyl-d^-ascSN*>L`EtC;&+S z+bC;6wZ{$~q~K|~Z}cNCD%IWIEOP(pQ$E`j6wn8-Xax*HrCdGM1^&f>t8W_|G>Y$e zeHcwp%OKa{$Ljd0KC=I&|sHkUQ1a=OIwlYWW~wJ$``M2&qGY2Q%{3V9X8ZDe%R{&zJW-ufAyJ@q>wuOvGmKAs;s zj(vZvkd)iRI&`0r%&yYlj>#4;<)%!h0J0nN)hwIfIka7wc~?ekq$Nzs?(fNcYi0XJat_3PKUQzpm8 z*6(6cjqzyCbW-0YeL2P4%xq6zZ?8Ybn;Gg1-?yidlS|4~N^eiko-OF&N=iym_wL=p zLQnG--MMpzTtFza zMPMry2wVm~{!*_JnVV>^HATHqKvC4x)6=_X zXUFjBa0tiwbLV2Roh>b6_n-aDkc8bGb)1_8H^WD_Sy&+(?bf&W?Td1`^@>9L{71VQ z`M=Cfk1DdUu~n3msQs*|*$B3y=;r1o#Kon83X`qn27*uc7M8kBY-vde6Pi3vA2u|| z#JT3IUJ)e)1^=T*k4EL@=ITS7AWw83ZoN|SJNezak3+e$M=vyIXPBFtbM^iHeG4PU z0t~!6-Z1^B`=54Skg~@iA$za;`raUm0K-EDqB{PR;n>Is)AOjPz?pgQh>xg2x5O-e zGNh)YDBMucinr(G;$nDpQH?D6Ca4_U z*zVv&$sU4ua(!%UOsiqF59NkJ;Xh8r`~PHXY|}H*jCPxw5<&q#ZDqCA!^6YL?+~s7 zUyBY2Mmh2)PHchhrup`S82+$G*`4^h@?&u^2Rr-0rqc{d?^dCF{>RHBQ)54lRk2df zuXvmvrG{F%s`abDUC_W-zPnI^&ity3w#<^X*#2z|_gzPyn;l`#+V}4fEdqc{3j6@_)xRYmryk!UshaB)*UCxdIRe_);HThjAB* zKOs3_3&6=$tVc5lL+0gOXK!ymJUpyHw$IWkJaE_~ptuAY!@U4m4v{_DO_710kC(6C z>37Gyhx3tw)`aP2V3H^(eM1-7j@*Cr=z6BpZ`0bu(~t)RlAf}!9ukVJ#MWZx;#!S1 z1KIDfRu22>5rL(FlCD_y9S zs0BsEjyrGS&MAyj8?fyz3kj-^*v+J<*;d{T{ZSLD?Br&xjG*=JGBPCKrL;JT{=IWH z`t9vU$F5|!j_$^aK5b)j7b|%0&m5OO%gHpQrR{6)=wRt1&?{PfK5wsqib%yRQR56joKS zfJ|M%&0s*Tfu_gY&e#uS7Vv2qW%-H~ET;T3C-IgRW#`U}0vYYZyogy~(b(8{ z|NebS>sPah@fzcz`uZ)nBlE`hLIkdvO5yf>gM&9>Fn|p10d<}J7AEnzw3Mf2^zZKU z@JDUyU2(?D%nwo+A*-9DTm*4p)O>t=lzgnX00@=Pc6~>a>Llamvna_xth0I783fSFm3*6iVd5zsioMqF88>ZOjaH4PJ;%#K)Ob)6 z)YJd2tnBdnj0_?Vppq7Y{xh(!tTZ+@CJKqM`=6EJ(r(xBUk(8QdW_yj?`13O+CQvG zv8+;yOnCN;9SbeLq=W|E>D8E+y$>Ed5Ij@7Zkvqzrd9OY1It$~?T{!hX4u-I*SKyH zS2W|u5o2RE?U#oGyjlRXEk-myG;2D*nkkT~wt;~=n?=rlZU7G1Au75a!mQ%q zv-SRg|7HOWuY+sR<%EZ?UbjvGH2_k;Itu3U5Vpg8h$~Q!OyCXDBn3KmX;t(*_%l50 z{r2r!sVh3od=I0z$WkPN9k}r|xvSJ)ey7>C+`Y15mFegEI|vpJWHJW!C#KOBaT{KN zSu`iWE?qKwSQXLDZm16oikjj1TMk?_&oF%?;XJqv3(6P!<4Y+>iQvUv4KTR^__Q}} z+!#@)zrW+q_goJ*qH%y!Ju(JSz2fh`8pP$yX!lnlht_;y3Y482UQv9P)i84EZ*V|{ zs!?9$g&bLHFt*0TycXP})1Z+nfnW;ahc_oPn2bHfSzvM91%Kp8G0b(BpqPLw(0t)( zJ>u{ZiV;l>gz}9LX0d$zv_@zsmNoJ7N6YmqCA6X??AxgzdRDwVvembfg+fTg;NYMN zq)|dKQ;B|{VzewD{sUd>*VuTk6G7ZMiFR%BzR5sDht$>A*45SNr(FmsXVs!)utf4wZWAz6%=U=>RmSKJjC9xM_UN8``bh5OAG=YT3$_E4yqG;^J;$ej}mv zY?8dhi%M{5s2MBWk}E}BP0i;x_eWrVo!$3fdJgwi>^yt+Y<^kUx;@9jsVEl*8>gGL zzh-(W;Ydws9T<3<++13^76T3mFm z@%70XVsrq%CMG6&qrztA82wQ5n{o`8SeHIoL_fv`^@$TFVCvn{(u#UtSSWvSpq_;kG<3HllY-@Q z^OG&aXoKdpzW(Kl7tf%gLkcXw^M~uqBH9oM;QeELfz-&CN1m+DJ&|s6%A))*OK?EI z6_gJ-?jR0sZW@r++BEB}V97!*!zR9*pRTQ8resUJKbfW#^LnFzQ7gJtuvbftn=|nS zAv5^jys2er?0!x+PWLT*!Mk{U?m+y0Yr0L7R%SDnIR(Eq8tid$biDff`A#NgW+Jos zW};6LdVTlqUC0vx&JirwUv$q*h4j*HFz+G7T24-GgfB?(+}X2%j}v$Qo#yX<*74Gg z;8si;(yWOMvHNJ)Y6>yVLq#oou!Ms{Khz@wf;C2zWt65BE~A&ypws{<>bDJ?1xmk) zwtRQHG|izyhbXA0d@_r3j@zVMG=6Q{1rcK1cB%KtY{54f6&Yc(?8=Q!fbVEt{bn?U|n5a{kfzuB>SH#LPlNR6a1F82LgLuLdbD#?!^D9~CNtxm*5Xe(Xz^OJdtiWe^M zLiV^p(j25{91S}NK7!-AKk^qW5N6;5b{O9CFd&Wsuo3U6%=O2@r2^OjWiR#XM~h49K58Fj z7ZhZGepn2crvaUHYG$So%@S6@N7QQars$w=PNep+-SAu5=qgXKZrLI05p1S(ciUcp zA5~Q!p_d3kDrn4cOaE{+6_D%(#FdhVdKCEDVx(ddmmR?Y=!K+PW96Q1|8Qdj<$N9M zf%VM059gzP1~KVJaS_K1!WsZUOy?{9hSL7vq51GG%{u!vJ{s+EzkS%B*)(O6>4NTf z1rtIb2f9m;d=@bWhuey#fU1ZUcYCWi9YxS}Kob5_1e^}JZ{)y~VzcHY(hI#)7eU<}&9YPK!;u?}Um-=h3kjRmg{v29P zF}9CgYyPqeO_?kdgmg|>E-wW*1n~z1-A6(NaIRp3ERXP<*$V)%42vdODDKUnuSbp? zA^YUo_3K#q%LRJhbs+XOEmM)&oXdxI1M*p4T>psGd^ODBBsNAfxKxv7qO??IS= z7H-Qf&M~8!DxnDD(Xw0=oWYU}Ik52h_nmwOFIEY7|9Fw<_>e-;22cAW0utiFK(5)YnS zdJWLDp93VT!LDlqW6|SI&`a139shZABk+2Tkc zDU^f+Ti-#QdTE>HYy;C%s%9R`4ni2JKoQj9*!8z&OrBn@ezh^riw#9yi#s?7l2pP^ zE6`>2oHUf(5s~}Hn_humV+90yB}7O29({VCprwWF(W6K2J?9S)g9hr@8PqfsUv=N` zgeY_@L5Eru-vP@|CGMaFs}^?z9>^DIua)eO41ADm)5<_nEIXGIv6n8S-^^64Z#5TT z^Q@xVreQ9Ek}hibb2YZ2Q^=Y(kOzu>{yZLe;rlZ=sFWHpH7p-H|DoF~sX%Shnw-MW z_bhK-Z{D~&QPe*-R|b-GPzi}3j1OIY+h6{me#@p!fm@!3glq=G5VCESYRqz`$3XBW z4dA+UY^?saN{-8hu^W`a05`CM^|TenWK@2#QsyI0q*}%_?&fNk&^wX*I=iMMjjp8R zRyyCnc44Q!pUWr+wWXA${k=^DnQpG(rEQ0w$)gv~E-7gkIfuTmih^YlwD@BAq4Xo=Cyhq~cYz^q$)E1B))U!36I%PMpwT8`w? ze0-LZB{`A|Kk=HM-*X6GBjOA)F2fXLV~C^967MlJyaPy!Pk_ibWanWem9_+$LA53_ zDoP+qZ$|b&x$NR?G_PmCy)-o&oe_6|aj*=g^&x;X?xD7S*}Yo62*wuj8Iks5v|qIk z}!4k@XV&4W*Da|>|YP_n75tgI-uO!{z>l}t?77iNA7UpckuDil9CU{ixqzKnP z<2_b!2Jq%W<9kMt^JV$uZje?HwW?kRgYjxsR#rBwP6jHuwgbq8K7PFEaH!}S;=yp?i-HPMJL%^> z_!l4YudFDg3;lO)**=IQ{`2quUL~bt$KZ9#vzaA8`nVgzBvFfuSu zSXrMsXZk@|=?YCgE*dfs|2TWfY>wHnBVuAl@nJG=V@U{4i|Qf`V$_{;?dM6FQ_^1z zy8@p)ycK-RNVlFQDKSwH zZ&2+P_&ahkQberzQT4+&JU2YENMkSCbWmlvbBl-H{re31hK3+Ktmbve(OOSxYxQ|g zzE9K|oD^bK)NI=Ex1MOO{KMePA%;}ZA&3?T1v4-+KNoggNrC$8f8&NGcT28^B#8nd zumKIY_2Ds@0!YI5gM;-3H$i$6vTs-T8Kb=lvb}k2;*LkW20mzDG_uEFJ&>i2F9i2U z8}jt@ti@}2iyKaZ5uq>p{tX&W>zSB5%Z?x@1kUMe<2)I7Sf|a+{UPz1AYRA)Py@i% zPl2O=_=%<;Y1~J?>=8uz0TKgB8>W($LU{OlGlUu_>@X+VW~0v9Z@7~%C5>Hv8=A{O z5OlaMkN4Yi;F5VnFBupZkW?rD5YbJ5W(pBofElA}z7c8xwhcgMZ2unEq*(eO5NVZW zBu_^8FB~3nuRmWiLbrPEkc+4^e%%J^XsZ8RInoVltgWrFH#H-h(0EC35iy^&M72T9 z!%|ao|Av_$P>`%3c;fv713~~EXV0D6n|kNgt)kBXJ4xDbdK;2Hdoh;xpFD|6UL;P@ z2Y<%bn$M|0W?K9E->er|;+`J*PCw<${;JvtE+hz-C1+C<}_ zsI0sb7Z%~QAi?=yadvSp(!1CY%fL3re%H{yd`Z}FA#7?pMDqw8h)DqMjlxin*eLeI zjsO)BG1>nyvB*eI5#|{$2#q7Koz73;V34gX9?LI<$Y=|1~ zorkuA@vmfKix8GwwN%9_4pLs4-VlQ^kmNeLTU4HUG(gKVW7t zv^yg19e#Qs^`~d<;({9q7<v zK=HnFhn9pnwr{7yZXpP_p9e(d(xpo@=c2ecKoho#+k8Oo105&!ViRCxz=H?Nw{G3) z>wrSyx;*ZMTkhKzFF1*!hn-1jcBh8qR)i5sf*5l+LMEq7=H=lKA1Lx|#F>TN$5LXL zVtxfQsSu{xzJ2?kFcI}`xZ|E|JCkKR0R9d2C){T#ND4_=|P zG?>qj8d*v*P;Xa1k?}YHJ)Q)aqiad$$NCA1*h?Xr2{b%i{ioH5rw@_-MKD=u@Z#i# z3dqANC@>XY-Oqj?eGDpJps9u!y|;K=Gv%Y}{fLNrsOm*fYq8jA1|SICJtjMU{G9R9 zP`#L5Qm>u5%Qmm}VV7-);Q}EdH3i5BIvtH+^39TO--@AZpSHGsE364gS~K#o42JEE ze$sN(L3vaufRZbC|Dq2cUdYc=Y;`a2p$H&@je>Mto`Z@q*qjqLazH08dBGyK_zNO7 z0Jw6OFCPH)d>NRyms?DXg+O=&1BuYp2bw43HgN$&@N+3SkN|8*Qp}&r$^wnkF)$FW zmO|2LB#jR+1#v4fF*AmXm6a8BN;RetaUE2C9-&LPmrYx?a0eM07{EOyDqwy-CI3l~ zC4@#45k1$t$UAQ*6%FtXrtUI|QMSvKbES{kf{i^3NCqAvy06u(Z&!itI-u8+K3^g+ zgp_08FajzFPt&hJM$Zyr3?GRZf@#NmcS>H7V1)}X&BKp!Xm2;x@EWiwmWy)7g7vW6 zv_Pu-wP89x8VX?zWlzNE5nm?haZ)2lDE8z$0%lRT4i$g~=sbc50Uv*Rf&~xz{P}Z! z^0`tqsr;-cA-(IB#Y14~NW*fAUD2sF+w1lctkib|`?IaVHc#>R@%5yBwSK+Hi_wA9 zqTkF9v`HbN=rv#8piO?UBDp17j_Irsr+lyW9F-M-ygHH$q4XJKH0UwW#bgLDG&^t} z2X?m#%mtu)AtYeIH4kzJ0Zjo@ahF{!2`~SF+fxW&eQEjjI56-U zrh>4397j67e@G?h0o@6KWBrt2wBzW^_8ZUJOSa@C>puI^r@m$AflMjRwH)LK_^ikB zRN9T$*9YO<62&um;nc~K8o2Iuy^6CB%Np*!;)XGZqbZglLZ8#lAn&{rtruBz(m$X$ zTt$yQ4Gc1}V&K*!{qbh^zoOXJ0;&xGp)0AW5rHuU`Q=WxW6=>^*4f^^Tywon?%rYC zJ0Ttje5sw9K7&(92q!?}UL|hRs1cjcYqT%p1S zSqg}Na?BubyG2>f+``(mr)DTygK#= z`JSM-oD18b;qg?(gsvifA6PE}dBZqB5k2D^^3Mbtkq#Jw_JmLxP^ur&gYCFp?uLPu zJT_p^k)f+TJ`@TL!W84|P*)e0)YOpI;#$r1LI7C8Lu{Ki`9n@c3RSV~LL>@O34Ig) zJ)9MSfpjuP3JVQ#moMDXclW);{W2l=wLn+Z%v8FxJ($;irz5oF=tJL1)i3$GlVIHp z0wc>@9AA4>aMl2rs5f0&l`X-ZW8NN@n8<*GUk~!cl6bM<0nkV&2%=A}OFtz|?HDB4I#(6xzbJAO!j=Kl1QZ+PdES8`m~x?x ziI`MC4+M+@!jT*_7Sti6p1Nw#JF&C?*W=bC4s zh!rQ~E!;$=vH)85(*sWO2>B3lj>A3K9Y(F+ty^m^T)1%m;lr!YLEFK) z{?RGB1|%=_lVd^T>cRh1Gl#C(ssWTNX)<4o6#b zTyAd_HK$=WxYE$uq!J?PCnuq=|_g4u#|V;_KxS`n_ngay~8qw?de z1d(dpv~?>#trdojAlZJD^SKXE;Qcr1MOm zazJ6#M=%9KE~E+lY0Gy}ATRbaV;0a$X^;cG3Re{enTE%HX*XuOGLyqRG&F^vCMB}3 zSvtX2f#gpkI*KEPq+*y@S>3{Q?39*f{qyG!Nopg_OQAr`!YLwYqEZpj4tN~AWy1o5 z<47nL+&u+^8KRz%^a=3-0bT82p77{C(4!u?Nn}CE( z4?}=JknKrw9x@_^E^IAwXbJI#>qIcwv11v*tuPfBw{E?KsEsK(MD{)MYRL!e*y!*Y z&H$C+Qh~fyBH94vB7;gxA%{NRynVYYTf)%-Yu5kn-C`UCK?uQvumvOyqjx6~T8p7Q zgRMuJ9;8D-&p8+LC^=>2S0_8na9j~!7NBY)tk7b3EG8x<-YAG?@PfUyNzY4uBiB%o zU@ZH_IB&ZTJC`*ZuO${tZ)1iCspNp_JCKb>wjL|87-5B=?wTyFU!#wuT!k@1BwWb3 zdpE~{16x2$$f-x142ray%EnRCyW1p|PSfGkiK4vxa^Pe?a-_BJ+8XX2k~qM5w!855 zmX691?-!;Oq6LUr{*&2>q7P(`y&No2AxX|H0`cEPwdHwQryX#KoLK7UXLAXe9En&r z`E*n7ru?cp7KCv7=zM>gAZ7>0U?;-covMN}!$FhIn~+qN1*0w^q-rhKatZnhMnHu+dUI zf~Q&pZ}Lv@zp^LeA9CKqHs+0E`d{JWwSyqyVPlVgQy>NnYetCuJ=i`bLw^6y*Z;$l z>@VLAQv7k+7C9w<|IR7NC1Fry6mMWj8Ycy3{52do6%IUuk<;qSj5$3Wo_%KeiLt62O*wIPOO@ycIoPeI{a+m1m6h1OdiO#aOR{Jr}BdZ+5g z7HhL6x#CJ@J?Dn5$i;I|?^>sny)slmYt{Myjl45|c_+&?-b11f zMBVxHgQGontYH*XP<(#F{-gYQW<~)P!4qQU&pB2{F$OlQ6BNmlo%(uX=f(oY^S2Ue zPP{3SnjH6dFQW|JTGW#Pj244dGb=-IRorDx`@SUL)#;uSIG#S435~7 zfpXVa{>DcFp;!_7_77;2qTZ^AAuT^BsUPHc*~(ubx(9`EH{G1Wr`b51;SS~1E6d0Sb&{y9!|OibP2@KWCG8S z`KaC8b)<>n^#@{oPg;XbDIB&4#+^!>svz8bmNsN|>Jmf^f zKZ@gJBESZXmw&&Ft`|B}`~vheMAF#?m^GMFV(j}N5h(RIRxgPoY_)yU30Z@gDaa4+ z33o9a#BI}$CX)NU^qEC}r7${1U~sS*>Qr9@tdKN-0V zq$-u4%5`_W`p5ZqW5%fN?9_OI*Hg$VW~lg*uIuq63LC$b3Cm}6ze-TCx5b9w7WKK( zIyyR%V(AO^ZmC1fpFr&$KeFg`K53adFEbia-d`AS!5+b-SLj5v#n;zuegKxzKjMgs zIQRgcCL#iEb3rf-;??fH>(YweI_$urN1dF;bvy97(F1p$8ZN%isfV}_m>a&|-n1DL zc+&B!SeD&-FZ&`|@e8AAO1QGAXK7BSKL9d1j8!O$Yby7zS^j2u%+-PS(i>GMti zB^8dpZCT&2dD&WfG=U>N{T-jhzc^RE7zTbDT-lEm_Y%-AA$vp(iG`<-PXr=0}Q3#QK8lYYb*^X5(CU?Wy1913nHZ%1=2r1wmryNi3o(m7V_~D>n0(OiuGXOwP9h zzu)})`Sa{Z=a=Xtgt(!mi6M9SRc;k)Ag4i+sbV;!CX&}KXas|ic5ZUgv*`aS-crWu z+!!G8ZU0Wb6DcYW`qNuHC8j$cikvCFjS~uK$0eb|!9L-?N=>WwzVRnUUEI{DNg1?RZlpGG5sH`!oFd0NKWj%G&}AZ8CP@e9RZ< zyXsDQr<`<9XC6U7kU&{ElDsRw4^jjF`&J*R+5UIGK51BH z&W-k)_g&C`#D6Mu4fF1^2%$-I1!_OIV8HV`&Un60SGw7$=9KH)pHHJf3GU~_J@=67 zSt!IN6ajrZiFFOwc9}n`KN&;S+3YrS1hR~}*f}WPJUmu{3FHtUs+I#>j-KMJwq;Pj zf52{&8qQzw3n1!hJ){_X-iL$*;1^E+2C&WdDrfXY-6C6ja=_MbmKyI@`}E`$9YKWT z%0L7}Jm;ncs)@8&z+x~CKkYtTuCt&&Ls=2TJ%*Lj+_jLFZi^>+H+^LJFW)K1i2g6w z;QqgG*>99iWL>gen9W<1%$xpd>i|Wd2Z5k6_@^?%qdIzeWOwB9PAtI@Ii ztMPo5aWsm|FQjErk%OMtWbPFc6Jwj&wAB0*UA4uBHOF4b&hJfcbWk76=n0oXgN=Fn z);cix+?lF`?yW6TN_5C)KJ^^LkvUoCW>>TL_w6_Fi4}a{bYCrAJ$ ze8b?sKw-LwZQ(u+q`f4KS=2)7uI$2;6e`y=-tScGsT6a~qX&My*yh?95P~*fgK0Qu{k4Tc(eq{u!Ue*p?G)f`nQZ#QgGw*`Wv&D^O@|ft)d|a9D$l7k?a? zZl25yPVk!lz4VWAk3mOC_XWhnq|%!%8OG-=%;583I8=o%_I}4Fuk6H$wlY|nX_C&s zA|bL~o&=hRluL=I3cC!qA`2~zoBjGWz4=5etH}Ao2XJ5ox-Nlbst*p)ON&CiFYT{; zCxTcN=a(MY#c8Rj)~mD=j(T@I8`0ix9H34OCu@)?GumQ>vE$DkCeGAu=rE<|Gbv3O z2+#5R>Zv;9FI#mM2bDvF&M1*qjDFVn)VcW!(jCI4AN;jkf;fAgIvbHmZuFcTh^AP% z(MfdP2au712;Xv=m0X&ioOkNl@XLKMlQ}p0ns63AK>L`q*sJi%mf>!L8Ix~~-`kx= z`)p>{S9{Q$H;djf#@;3ziAck#t2M|sY!q7KFvm84El)Hbuiui`pa*ky}pDt8c zojcdHucjzz)(=PV3$^!w4Q<4l(e*1Q24Z4k>tiy;?={3VRm*&n z=m~>zxW_j8j}qBM?$DHuVbC4%=`2ITF8q0OBUnL^1-0-@h0lJz&-!fzy2${+(%9p5 zCKs^9kNl){yGe;-%$*;w?FmrczL)Q!k)B?#_ECvl^isnIA9S`}rT?~qUh4kNyZcRF zg(tvZjERqLw#>#5rQ{?z{$@+pYe2_-Ta55;D74Jos^4U0`}?zoax*6Ctw!(Ix<41q z<--UR?X$I_!u!)(8g5h~U`LtF<07-uhw#=7g-Y)MW7U6a?=sw=U{?uZa_1xpUj0^(h2_Dsdh50lJo9J9+qJtULbu7T_^)k>UM0buXBu_xSIBOOsJUMxPp+1GkrPa+i?u`Il$ z<(5~h?&|7_HvD60Wi{H+vapY=OA9wBnIixW{bQp~ovIDUT|q-pKT}mz6>`AI66qns z8LC1S9^Fm^@yoFox0ZR#kJmWXoN^8-ZgwC2+GziYRifjzNF~?~=ND{^V8k3G5U%-* zRjQr}MWh_JN{|)xXnNNt*#&z*l?bpk=U4Y=$r8JoOs%_fspSu=Mv$E8 zp~ZzEg3*8djQO!@zMAa2e$i#RJ8!c}?lWE(30B{sgOdjig=_W%rY+9Y{T1 zgVgB~yA5r0!bHrD!uts#yB@8Kpt+H&Y;(`#nu7D@y5>+2N{)GsJk0)6yp^CnBwjQ2*yo-18ZAk@x13hI@jDgk(r}&PZO>f`V%Ne+m=ZHhjZ~@&bYVMuMgbq`eSYsHBwW&TwbSYGQo{k9`SmLad2Lx3XzA9= zo6$keI20S_92P~xnii}-RHm0Z5+rKXZ7Pl@deh5$r`{quK!V4B)pUJL z?juwi(#2g7N*hH7lTfXM&+gtW67i)%ne8bo3^Dt3a`|i?*!eiOt^-df7(iOgiHH2! zjc+oQ48VWCGIM9FgeResZSfD=4`dO@Jx@0cc?NSX?U^sTg3q=U`W|WAf!EAeHe3QU z6G+#*MBE=^qmH#S(tbctQ|Xev7Ocb2gRGz<-& zpitR3&q6v5LCY8{z%h7y2!#v=1RjN%=lpMDTgL_zm(kIPMJcT5|NL}8_&Rv;yf1`5 zc7>RQt3H53%>fhY8zKxNxV7%sxOmHU{-tG9&)eR-+G|wY>tV#g*sF}ON_7!f4V+)l zgPw3&Abj%jSVTBBeEeQRRD82p@AL-MD$_L5J|5#bNrz`=oeGXXVXik>)u&kZ!D< zPA)UChS5Z<5O!IFI)4Ty>Dk)pgt;fySXTd}br1AtXO2*TlogsuN~(8GDCTeB58I*; zw1>m!-v2(@VeRRi?z0UoSk~DOpWl-?0L|iS!78>ejJ>Unb9ac@J~?N+0>y0=su>RM z@M4*iqWlGsX7NN!#+Lzqd}fbXwF53akNUA0N8pd`AQxGC1iu!vZO*>EO+vWF$n8Jg zHQC>7CqkNg5zM>Lw~xI1ge9halaQ%`=h$<$b4ZUKX(AsBn{QN#^^}Nhh-UT*J9aYy zynwoyUytp;M`9^3UnHO;(U}2*f%<4LGwU_?$?HP;(Iqi+xL{4UMao%=1d_NeOvD|9owoA3AL7_{@vQNRmxiP0xrg#&q&HAAm*iA?HEuLPXuIrAf;8?RnsXqyuRF{KNv!Q$WPdPiN& zf1vFev#{B>u$MN#Hk8&ghyKqb*BJ`Y&=5ks@M-~oGCQV$Xn|8IqkFHh;kdzyN(e?z zV{z`a;cFBAKuB6^V%YTwdUex;@ zi{5{EA(;Cy(9LZm@qnjPv9~I5Rs_1D*{kk&qnrb9;L5M8+Wr^-xC`=A8M0OB2D9if zFHqr#oC-YVPn&cL!+8bCFg+A7Bo?HxnaZMrjY1JIH-iHufmGNiO6k7W|8lqE zIy&bN2VT-wP<0R}d@a{>4{Lm`S6OyRU;?}#{K;#sgY5_IiV&9h@ApV8H8CuClDTZ5 z9TctHI=$%;%wL(EO1D)W5b+tuz&=CSao$8eZ)YwS_5djFFIqX?38;>yqg|$ z&U^9@6!g&Ib}}y6!90mHXF==s3J8=#Pgg%fz<}>YqsK&g2A7fyYXFxc%n11GAh`~Z zoIRK?wFlY2%$TsFWL^JDorn$%9Fiki4S}AzP3M6-DOymoMnTNQW?abPy>uPAAgKIf z+>!X|M-N_rEUBh7&ZIxjKz6*|G8;b|z+Hq#8^-AheE1H|?l$lv+CIXzK>G&bL&j}* zbl-f&5}C?f!VPTH%XF_G6ClOH!eV%*=3Wkv!=3Of_vsPpj-hJY0_)&TRZkF<9<;iz z0H--c2XHOk^tZ$?004#-b;(`29r)ZxZtIqCwEL%_ONuS)z!|a%$Y>(pY(}K{{SWy5 z8)`H8l;HjbVVDz8gWna@!e@N)dh5h`TvZC9-ay)hcl300g3`n<+01uLShi$!>*RpU zbd?$}I6%V-#%E4=WjPI9`tK2g`P~1HV(>uPL=q}$m}_?k{$sYJu{cJ|HXhwZdPTlp z(H8xcmFRr<5}Qm$-)TFsgTm>h^_Sm^Rh=3AI}+p^OsT( z+-dvp0eg>;LA6f3NBj^7A+Ey(t47~N%<~%0wQrOi{zK-~odIIC#P2unaJ=*(Ia^j7 z8y6>nuo!V|Ru+Qdw+x58~uLZN*VPAn4m{OuHTd^tj*lcF(mjN7yy9fGS6N*W^s+gDf*i5t}+HP3Sypv7N#_`!B zC5|gO(Bu5_!c>Ge2rjTV|;>>8mau@`isK1c!J+s81V_DlN>gE6g67@Gk_*}{C;47T_ zaK&nO)_<2XkLOYPRjdD(u?)%e{x|LMzl_t#W7~(N`i$$mjI@YIL`Xbd8=bm(`<5saXFXr>o%Ew=wj3`j1v*}9% z+9>C{M(+22j)nX8+FEmvPYFQ*+}+?+)g2pl`E$%(W8-jGB%%gvs+C|}KzT8$ZWQmA z#7BOnK^{JIchN>yC!xM$*7ID1-iTVMo|>_7^3((B2KpEoPQMFMXYWm zm@XSm`ukM8OLFXGofDJhPxrCb_g8p0AO19^mLQ#3&T5c%*+WXq3F5z+5e5ZH;?A} z@85ktN%N>^qLd;u&yysS(m;l!f#yNeS0f=*LPZ0b%ajmBnu{ovq|79hAvCE>88V*7 ztNXs!+WYKt&hM=2@9+cb3NFH7GG z+a15XU+{rqzf74Q-fPSFPjv7;8`ww7q6wU3lI zsodL9^2&a1_GJzDST?L7`jpwy$ESvDI@#;byGGxV4ONbdbNA1w9yDcb(IC6q z!A;A4`IdP$-ss**Qm}$mYriGhE+#P8O!Ly>lI!U|duC5lKfqH9zh>c+J$-5L0@sOl zTVnfXjEPC#eEerwQ@CY}X4qx(tSe>#tt7H1C7qm(d+d$ao7pn7DdYN@d-I#VXR7=< zvUhWa|ALxnD`T&23!J<4<>9N_T1ou=IX_{yC}Aa$ga54_c*Eiv?|!xU*#j^2h58AL z`#XG6;FOolJ z5Btcv8eDw;bZ9b5Iay}q&9^qS!ACtBKHkSM+~ZHl3CoGrX5)kQx}J}SZqmOt$t>6| z;aAX4?KfAy^!#Ek{=pxeTlISMhAHCnTehCd+8(iR>w@cdwsyRtmObtJJ`?A`f_$l4c~LYF}5VX%6*}4&YA|hvfPOcYklntKacW$ zeE05x47K!qdbbAnn$|zsNvBm1IFl-otNKs!-p5|z$^oGKQwsdP99~lJkNJClaj}ov zQT&o?FZM5m%+y080N^qZm#zn<<~RHC9@LOa9UhuaZQh-5XQl>v%|r@`}Z}MyUq~ef&Z|S2>&%fYSwBteKR;?)qBKJZz?}E=##ag z3dTil0+g$Rg-xN$2UKreF4uk!i&!{o)-1u9P>#&tMw;d@{CdsSbz9{(zaPIcX7CqU zrnq*4AoKrMkOf9Rk)mA$)BT*{*t}B^K_9Ji#1fsB86GNMFiOx6lqmSoM32v=HDAs* z5%dJ;!`=A*Gv*IAU>C(TIwVoF#ayAqRHP#WDS)CO2(IEmQ_XvMjqM0Hy@tSpE4~`@ zmo`@yb>;H=qfsbq?>=04F1lZ@Ef1=<>+Q6w&fRz27l?lY43K%WjrFPG{|3t+AF`QJ zh5}2-QeF)B+rGK#BMd-`ZZK=s^TkEgYa(K5mIi*oXEypt-6LFhZCxA0*W1`Jn3_mzDTwl$gN}AMOjQ;K!ubyhy(8_`zZ;W&EC)il23#Y%O00+d0-Z zb)t@2ITVNDAv%XUZyJ4V#qS7@c$Y3`Jkw5zW{S2 z0vLJ?={EhhA#B0JA&CIcX1PMQ5ciAMcb0`)!tP8KADiW%usd_ngW5bhfsGn1U|5f) zsNZV}d-GoqAIoh^d>#M{-(rqHd?8_N0B+PTllhx*bSQ}o$qBwoD1&;h*tKYX`9Z}k zSt$Zf7PLfA6RgpsZklx~`Kgsbqa5b`#Wa5GK`cd=wC=@mMPIt(?f2GG2z0se^4eP( zYUJR`Sp3-LH;DroxUsw;dphS+*)nmdL{2kr{r^venpmj+`<9#kU)KYMAAsyjX1T)J zoS}hI5z-;R{ykQI?_vA8as`_L=S`g13u#n2rvJHc=eS1Y9Q;UqIbp5_1Sp+ZvB#Xl z@17}R&@05!jqf^bIRBk2m>J)e#xEXIXY&r7R&cAG6*Rw4@qrcZEb^Fim2+jv&)XSe z!Rz`bhh4w^h6DaGXX|H(hd0P*{+fu;XY_yPUG zIs!4op(VP_FF;qxNcl40@8PZP&iu*9q2Ml%VowqvTkYf8n7@jEH{17n0n?xP&h2^H zvEiO$Qp=wiEkijZx%V}R+BPgfeW>{-(O|#desMTx z4*#q6#0~f`6C*pqDrgdX?rt|QHO*T1M%=iM3Ak3F+*SX}7s zYg5tGX|LC{38tY-&3!gpwp9^0iC6U^X@Pt#8*C;-aNpQrP0=tbb5G?r74LojbFaYzhu=TTEN@?Edi%2_D|1Bo$p7)J zANfafNV5ArVoi4NaB0*cX-Oyz#CqZ#IU;Mx3&o3P8I#o6CbVCdS)BkgFMs*K|>M+X%jL(c^+9G`kr`EQ| ze?HrPH}q zwcv|J*QR~-JGg_Y=Sxd-e#-?ROJcVqe%zaX2@&XI)D0>9mVXoML*yfGTBxiEyL&dy zqK+11IP<-O|3ikCIh5J;9lcU3^e<)4nJ!3NAF1#m=2WYHVK0;c|AD;(KK>UIo*^hI z?tv&OQc<=DR<|2<3!}7mXNr^k?{V1D6x(tJS~(b*F_hIVbh=Ruk2~<8BxOqU?I16y z;m&RBZh~S8-m8VTd|_>p+-}Yb3(mCkIs`im9 zN8N?f6@sn4uw18X2G92rmjb-nrK5@ma&wpZOFf!}6A`~~hN0}qf&uUv^5(p4()~x# zv=@I$Mme6NQ=6K2x@3qD;fPvkdrWoq;_B)ddJIba*dVc64wYwRWfkq2QOy78&*;=N zv?;-L@8HNYIoa|@C|=hwfQpW8zt<2zdxHfFJSIi|Sj>}tKV5`coTeiZf~C2Fs1y*r zT~v(9JzBbM8u#!3_^ooCD?+UbF9;`*!L|+ z<;R{fH^HlX z+px;q{G4I+nx|m{ekkWP91fsY73=}8OrYMQ>BHB=AWXF75pA5;%Q@h zZ~^+Xz(PhW1j=g5n&-U7p&X~IMfJ5SS~ex?_1|rh%oN#0n@{d@?=~8VG9w)FDuN}y zIHgJm4B_uvPI8pQrU-62zq#g~P%rIl_tYX(^L1XfqgIyhEr#mfa6RwHSTLysF-lc^ zyz8}Qhg8qz!MF3EZz}&X@AcXDgwjNCB@d9SL_us!&m6HJC^}SLa<}Z`z4jBRQGTz# zXVEn3wph4aV&eLX24tU7ld}e{ylT?9(W|t-d2D5YK4$%h;>cBD#~fpYu8ONLF%GKw z`LWPMJgg-7$KK*R6jja6XEJ)lFbT^;Z!qDI-_l&W6MT9D66e0yV2WCSr@kSgz9ftn z3vZPaQ=4}|s1Ng7n(}udRJg)qDEG`?Oj?XXpmN+gIzn@P&SltEwA>T(#aH8*ujAek zDo~*~&onkz=gSZN==x&7VptRI%%ABO>nAm{%**V2^5%_-@fHY$c$u3cVon3Qj5V{c zUB_`&S(!8{7_MRp&BtE}KgChv2Cney%`vyC2JHLl{{cahcofitM)i|GX&M@fhtAk! z*br*qpe`yyp$_P|aI*jSW}!RqZTaI{#cV`zMDzEE%KFlX4bZiHCs>)_&3!8?MJ~tu zyM7;VNkYT(WGTs z3ZPaLC8jvr^`n$GZe_!u$gwQ3Y%Z}B9WrIeRUWHQrwb&6A&2R9T0a)$xx{VzO*i-% zE~SNuqhFCBo;MtSjhtt`WM7%-mBFfe+AKSkqdoj)8#`UgX^Rg`IK5Fed~SG-o%@RM zr`HWCV$_O_;1^-rH_D^`8O>Pu_Fw*uEr0rJ`}& z*jQKb%vu3**d1TVh47vJRHt5A0|$2L;*tL`IChwgf71K+7w|1v(pBEya1Q2S-j^;d zU?y*V+^25s_{U^>_twJ=f9=MNbC`x1$OL`O@(0ToQuPMYMx>#DQ=2^bEW*97kX7pU z{v7YlWulDjZ*Ht(Y>)os1wJOauiB-&mGkfDasa-0&hTD6(}wNCp)>%6a0ZI5#J6wH z@Bvh(OgVRB`2%g?o(uGJjBl}S!vY5eicgefp60&Wu>T#UEjLgh}nek1fRQ?9@lX+`{0XDU&Jk0J1*1NtW_wR@4B2jFk zmwM?3;iPcoQSMFnML!Uehzo?T?{u}wRB7KxM;i53&JlRe{s5p$-k9sAC=yxOtb z%e7;3-o3-!#M`5ca(0kxN9(VtgM#idjdlR8Fii@RhF6k_0svqs~xFgJU`5~NQ zE$L;3g%NFHRZzAZ;ZqcWm`KW#n*t_c+9+mHaUOn(y$JpiU$eq`<0xW&fdf`d%o-c_ zM6dajjU-IGZpZQ|n0JiB0tCCsR(`oNzH2*tcJa+XL@a`5n4A>GKA83kdtgZ%g`A(i zzcV@p$zMMV42Xmujt-6H?4}CE@Td6$)T@qlRB!B1F#Q@XPcQTHeX;xs zefaRa+Z?r4<9w4ovjKk7#Us7yC6jf?gLD}W%!M|gKp5hcs5)+(7tnwKk6}aEN&TQ* zINSA`zHfY+cI~`eUB#JklKJ{uo{X`3F&c~@!!5?l<+!58r9X9bxIW1Q1qb((Q7e%R zxzzstjdBxbEiIl{5UbS~L!&q6#h;0us?w3JHugq^Blj$kFP!SGgO_UDtiilBAi`Q zQH8j>iGvplFmbVL8Oamcgh=0H$&xux13{n{82OgY@i$Cm$9|>a8LSk*-|}LRlH%-` zo15v!MYfg>8YhxUwnPY*E-JU13Ufky;$owtFMj&;X(OO2GNs{D_cuyJ5<-X~sm7 zy}w}6kZ>X7=PbkCk`soig2PCIdRRbpMVp~~NqGrjk9rRRMaVPzp#mJ6XiSArhH(3 z4Vx3VxUj`7c|ON zBsNX)94z_GaKZ_e4C>k$=9sW4{Sama9CBEWBm{D%rlzJkG5sfwQ7|5e%8niJcyean7P7})zIpQ;4M-$)PkR?_;VdO7uPm8I zuwVes$j!q;c;~VLyu-KHD`J_5J4kKz{%hsd&i8H*bEtrt;PvLO~ps${SuqWhL^T**2`vR+&q7Pw_l>=FD69GIB&UIVE9K zT4mZOk6aQd;j3tK<_U8+&ms}miZyk!ZR^URgE7ktZHb;>jkf8ZojctvZrLAwAH%fiAV3dTkY^p$%$ImNup|- zwI6X9w$&n#8cPb`4-YgL5-ps;=r0Zth7?U`f|iHbY5Xs$p7|uMt)ukgoD;5CIFiwH z_dozT%hq;EX*}{GzpGad^WmC(e4FpZKgwRp`BSugx2us;e2 z5ARHeEOFv2coG-qbbarG<(~XyZLUlNU9BXTw>cF}Cc!4|$&*&huDqZi!gf&D7-4Z^ z{=B!QRC&X1Q2JF?R!8`KsgMhgF@3NG>zY)oDG~8hTnDM4#zTb>C>3VGBLfiGyGkQR{_^-DTtjqpT63-^P%wzw6l2qwSPIh7uKg*Jr9F#s&bc_Y zunqXS_Mye$DT<{K z5)vXY99&SYFTrpT+sAlvbODIgv@50^o{9EPP1Qu|*9`gU4t)z89r5@gk4ktGN+P5^ z@86#+tWWTz!ecw~=1u3rhuZ?l$k!ZWTe6crN4+WH>^3wuCI&}3a12H&bl}2!Lt>Fu zhU?v+?(HM(YPSV#h_?T8>JBc$PKK(_C;+_coA-*yMzLdv_+lf93tc$+@T3NwNqScs zflU{#7sBCM;>WVV(+L~jS=3|_;nCrY!;kU&igqW-xr)aqnF6+r1l3?$j3S2HyD1LM z+iK|&JG9QBXscbjlv7!OML}lKVf=F`p^4IrlU1SGCU89g&S^$&JJ9TlM9Mn(i#9-{kKF!jmGSUOIwEx#0u@BX+ODB zbsHx-Php-29%h5z?Rzs0{{TW8&p!$Y$F70}2={R) z*<(b)%OHz$!i4?erAt0fKbqD}rXX`dD&@zT;nl7&HI<{d!0B-1x^-=Eu;(Kb0a>jV z>eQ8liF4)-t9VS2s>5rg2U$6G5v8MFaIhXbH1BABAn*tKi_5Kb!55@gRF*xir~|NPlALvE&bxw)sfr+`@( z5y}AKi|@5n=zu*<1!cB7%y&$k`iHYN|IeI%??Td_fF4UT$s{E zqCbEB6=1?tFgZ83?-RO7mfY`?_DH9#O?mA5oE%X$O?RmGcC+g7;MLl(;^yNar|~W} zG6}Z}C#Q~`J73{MUEHgI=XJ$UHG~d8*FBmu=UPaJA7zY^5-Bsqg@rRkS%)`jWVzD0`7f@$smPLk^ZNBm ze!$1~#3YD6O_e8;7B=Pc#~RZ*y94=?>S9{&K6IXG)(m)|Q2Gy111`m4(*e+wPx<1h zqr2NeU(E$%Rftl9VAH|WfmrnpCh11GpQ^fg0C%VteFecC6ucg)nwpn!Lo%;(J%7I6 zb<5bxM1(ISEg_iBz!>lKkB=QL>~E~lQ@Yk+=H4AU0@xG19^)>a-*05?-WTudU%OUy za?$S5UYg1`6XtSSn! z;o-g^ha-T*ynKA*s5~Q2Sh2v<-@e^ocaL(FR??7$$^H52^z3XEg2U_kDJqJr$mUVA z=eo@3*_c=L*ugh{2B#=(^R1=}v6|~%$u51cL%I4}hU>)bdGmpF18_k~M@JcY|NdDw zH!=qF5%0M`%$zxOgx7w@I}$*9JGvK{+2b#T!p zX(s@{A)S_P6K-#!Gkx{)r62a-O8Xk78W*Mr55G%lN_lM_EKfe-WdG8>Z@+$`%z{fe z#$)I^-BW&&Cn?PO$U6PF`UE`|!j`;^ZSzzPUKttD2=JoRh71uOLrqq6rAphkZ-@Wx z*#zEnZ104PsZMfNt~IRyStd_j4@zF&E>u@(5U*Ht_B3H*Crt__BV?cBnT{%RY7b6#b#?^GAz(?q#j$_!p0K6iIC3SN7$l%|avqu1RmE+Ol4b~+`%H^N24n2Fd~;`57rGJ5ohm@l!bn#-NxpO;Aw<&kxE}e(Uzqx>hzc%njb^X*C4u2|@ z#i1j*K_on)`AADkdo6h)QcY!h_SE71U7-mz#%`Ey%Jaz4qiWNqUs4+n3@}$u&z1B% z_phb{#%I3r(9yk3j_A^;wH?@~i}>>&V;y}TH`Odl&&<5??3r%RT~=IiQIQTlT;qu# z>Da!#A6<}=66wc5I5VZ9FA>ljDX>G%vmESfQ(AgNL^R|cX?g2-h87q*K91Hvz)I2k zvNh5fi+fRdgl>gAf#848&OxoC!VX~buu>AF{S~4OHaz#Nv(~WMcM+&chzar zE|fgsd=Te{J`mZFBONJ81Ht9fCu zd`uh*JfJ|}k_^B;_pk9j6B_ddcW<9(H%iju=<~I!R?XyWJhlOE(NyX{(U`)ijun?6 ze#IHsihZSexJ{CY(zTO4DNAxJUd#J%2E9y3a3z_#k0qH<;$%>HTe%fSfVo_UqJW>V z=*?pbL&LxOkYTBl)OSE$J<}9#Ifj*Qd%?u$Ch{q`pT5N8`aRb z=xdd&_Ft*n*+1IEkV9_a!mc~bZbXzuYx`^AJJZfJmpUy34)O^J6jg$m)!$C=EC z+5>r$`u44etMUGok4+gPZP*EQR+a5Y2B!kt5HV0k`x~cj1ApBvUE!&K;LIL!=U{+jr>j$In{q zj(`9u4p}Fx%IV-wdV5O~BVX1)0au=7X1NMwy6Dc9uUO%uEy-(pIh%A*DWJ8}UIU5R z(f037Nz<-eeJyaJ$iKjGUzg%pWYgSS^7?6Sw07^tZ6Fkc3LiH(DT(+U&!Xr$QsfEP@283B6 z@3+2L{0YF`Ufbx#7TkaI=wQ)g>9%bHP}(z=)`letS>uwQRqNQ3PWu?}#I1|7%Fb`s z4DT!njL416nvGN8r70gEc%`^_q@|_(fM5thqfY!vNp->aZ)5~X!ujoo;a)4J(7*q? zsqzHPFKC~5uf-|s^ZRvZgmRN5??n5s(}O&}P(IWh4tmy(e1rlTtRiBB%E_?gc# zb_R*=w1J~(I=8)WjdV)uBbk43vJ7Ue_k}CWOjzdHm4z;Ps(fM~KQNzy_azVBtIuE<}XP_Z6J$gLV{`LJ; zU`_qFyIbB#(Vd-k{mwQ^&CXt*Wim`%z0dUp=f<|d`5Nv3>y1{t+|hXXN>;9_mi!~2 zX$?PqhmV$*mpA<0nsw`x12ceyTG_~{lz#ix0Yhba%%=o$F$><*&NHNA%lMF{2)T{w zA?5xkVcK{oOgY6xT{Cl#R&?)9GHRyZ9_;$ogGgW(reJ1*uZwg0JIP3$wyUeD`O}+; z+d@QsDDh#{RaO01V#YMVR5PA*O==@YdU93)tja9%aM5KhNO(_I*475o6nQNlIaIQC z+qQ+k`wZ31g06iX^<>#Ra6_)wQ*(v{z$2a{flMZA$x&>=^r2x)gXYq0aE2~IuQF%k z8Dp}Y)~#Qkj(L-)xrvnFx<-yWn0#TZGzTqP_I}1nmF7#Lx@PBz_Di%E(tZ}b63~Qt za4Lp^JLtdt(?EZ!OOPn1=B(!C=FG(8Al(q>OC8Lq-n&?`H^PN{>ml)yuQ4d?@jlAi>{^S7`>eY&K*)S?AJd`x5mjyQja+GE9b1BYDAT6zI17iMIK+WxxGUvet}g(xk>qQ{^NUX*ZCQF zDc7c{h3Z5!dh|)e4|?xUN=XSOmLVNHK9q*<%8eTfnHKVAAa``i%X;ia|JDuo;>nkM z`Qk;dFRpm%zv=dMCpduILSC#UGG{KZ<=QoCbU-R`v7SwjHkcMj{mJzek4{rFeZ^!U zkb$wKcenHn;u;2-dI^MOyN`DLK-U2pbI2eNos<;-onVH!+%opnHsv1yR5(9oOw9f&jJ>l02?Z}IgbIX{4L|~xQj{;fj4pe7>*`MMX%E|^O)Sxs zz(5`TPudBS;jf@CtBO{xUabu~>(AXW!(o4(E4QKY_RQR!FRT^ls?%sDs4+dnPxUu6 zq$U^GGSyZnpW!#^d?N}cH@BB*X(w?`7iui=QBhtKY%`)Bf|p>8Jpzi~v1gA8_aOC~ zx}Xt|`Rc%xD7ouuvv!q9PVUvb%r_?P*|S5orZM|TA@2tDdN=l{u4vZ-SOB7`=-a2y zi6z6Y0tsX=2)huDmwG^#L$LVQuNxhen|s1E2<%`j-wB1;Kv1lS`MR%G1xD-5hz*v> z`r)o&84(_S1wKO{^=#3{RWZ@azyAEWfU5Z_a}ZHYiwAZe{pXCO$ityF8$6W^ErDqh zL}IO=hkv#oJLptWi69YKye5=fun)xr1zNh#G^XM;qeV$coutRt3IfP8A|>ekG7Sxl z5IP9qfx={AAiD+dV|`wRx_uwnj%~s^zvtNBm%kT`fFHeOR9KV7?A36;(%&wZ2Vrbh-h~`fCTRoC$tb%4GQRIFkSPKblJyQx|#Sk z*CVJ_g^Gp3F|e?(5K<~m0;5wyGt$%NP(A{yx`(`&m&&u}S*sF`Or4;Of43;xNynAP zv(LrN%H|uJn-C{=@NwIH`%ckGvHRZI4L7ZG{p9FB!FZ-iOIrX>Uh4sv8fwP83vo+S zyb7s7td2k|jj73#I1_AycezX`I`2t^B+JdNJ>h&IM7#A2LoFZFE za>$gS$~mWeDP)G)x4PM{wf;GE6bjsn6tp z2J(nNZ1FSBsiHRW0HhS*1>E8Skqpx`wfkV9*jr9hf!C;CL`oCj9-Z9Z&^X7I{hwP& zNw^~p!w_>*tt7Az&X$%<&9+nLKBFb{kILqbiZ(~zAsCc`7tj7;x&M!gd6{H%gfB-c zva#0Obud5Z1ls@(CFEW3@o{0Ltwt!qS0=eYzpSUbF16}t&K|b`)A#vt@-b7Rcj@xs zh}x>H*_$<=R6Y`B%xyaLDxhZ&X^ngqz7zxpIaQ&Vdr+L*v`dQov467&fT05<(ksT+KTAJX!;^Pbk*cFSoB40`jgc`?(L1#?vDa4UgJ2%Mi- zCm?WN+illQjc*x)De^(O3Pze6Ee4z=)B$cV@b+z4Oveue1u1h4Rp4u_K@g~bRjsX` zAUqSXQTOlPhe*Hlv%~gy8pV}s)*QrlQW8>;S5;M|!)3Na{_%F^zz>2Df!ubIh?OyZ z{P>)h-TwS^IuMfoW>PzKRn$C&Xdxa9n=ZEd(dXemSy?y4)K4%MYvj^l%PLTz5bZ1rTgEePCzxSpEhlo6)^6C)S|TEkzkF$j zg6Q<bKOAV94uTX{?ZJ}9V2P|EwYk1gpm$q`|yHIP0FGN*V$6+a|+=<<2 z)$x-aJlRu+4nzdu1Ox=srgv)jMTPq`E>6N=LTe|p%ihdNEV43Nv`8fKe*N~%pAuHk zO5E(s9ST87-XahPaap4Cb^7ES}@Zo5cE8^1MI zmX>Zdo+ZH0E}XDb@qQLfriDd^^__#B&giJo`eWp(){{N$2Cuz(w^SqLH3t8LD|)aK z{Yfttt5^8VH#XYSk~}3x$n3`QnVUALNl@3dVQcXIjrT2Fv`9vHWdn|hXbY$_$i|iW z&ivEbKo&0DD{Fl?U7%XXomn@sNHheTC-B)FU9_DmD|aBrDWW^qZ}*G$rZc=({EHWD zxx_{IB>0C6T^d~TIA!y#Z_8^veD&`)H5Ig(1xp|jMlDu30nvyINYT_QdKR5M%7?mO z{w|*lG!R#F41HQBSf3@o%1&sPctgX2SNOIb&|0ehrAV4pNEkG6;%Ns1@els^@!H$UeunL={wcg|(9 zg<-Pk)jFJr!-o&=-ml-QLnYK(M5nm>9Qm@T1l3DBdP0y%^lb;QBVEbfQynqlIhC5< zjT@fyCbu>OU%3)TPPHh3R;}mS0b9a}Um4*6=iM_KiDjZt5z)6hA3WHaf(4+muR$zE z`I9}@6s{+YK}el|3}hfB`Nu&#MRJ7@vcQ}}5S=ILKwIggma6R2j~|8q{^VU>yTft? z?=q~jbnbR3EF!9-gkg;1beLlX#3f15mTN(h;%EOx-4R4f1W5^F{zr}oPDLNhvXf+n zKcGO2OGs$PBa~QNFQL9-Pdj-`Hw@g^wS9XLWhr6?d9PQu)SsAe_UzgA;IDLx?WLvQ z>DEVz?9Xlak5@!|$?WR8xbV2%PX}Ueq=8BgczSll<)D3m+;oCANiI}ip5lVot~I?z$qF9imj^ zYJo~ivDm|-1{&&Aal^Fl)F~dm1Ub~5NwQ`UfsgI(b=-YWQTX)*QXCF{^Yl@6)bf!D zY>C36qSlnN)TM}Gn6%O!d1kP(avPEFK|hW}><}>>Yw+1)r*eHN+jUipN=Q1ZIM$W- z#G&O%_2qOv^)bh$4h@*8OtFZe=Vt*E)?DTsbuOArk$%|p$!=`f2}|r;AlJf>L~kI3 ze0i&+8MW2wQR?;|4Amk{>fZZlO7%&(2#>)>>aqpC9h_t1`@18kv} z8T_Nr&dkj0*|TSnJw9Bfd0SCAMakQeo1A~|`V@A&V_wgwy26J;# zUcMBvJG!y@tonN~#vhgo1fW)fvd`{m3Fr3EyDm2FO!jXT>pZjJFVzAWA z%x6#~K07))sFH?Z{Uc`#kl|R(-*+oow%2`45NQ<}_H~hYKW*#xTVB5Q@WkoUFQS9# zNu{Ku#9F->UjybqsnS(pa@;W`j=0g|$FJ>Zg_48Yk&%S{l&S0AYDyFFK|*c!z&8}9 zT1fjaR~_cmPbY(&f-GS4mYmVbZL0Z}Fz6Bo2M1n>fVQY5f9$<{Lj;}jdt+z4Dvb>* zPjEVuVS9Nz=_r$@O}q8LUU4hq9?~@GtO@pi>xGv!61{%|?M#=Ja!zlQ`YQzt3VL31 zuef+Eg@kv2;?x8I%~6R>3sab~L*z+(#e^qm0#SJuoG|u?_*6%ZTwmKuPHq)vli1nZ zo+2+Q$o_`LsEcHE6V!387EyLq+0uA*`-}fN7787*+xe+PClhyqQlJh_tO6<9YThJf zcyg0HjrFhKIb!{}&`7?~zq0y7EaF0pa(dEu+0_45E8Z~$W;Us74FJS^L*gN{n19Kc z{p=pz>~e6RFi*!h3ge$YpEY+(oMRG#U2&sR9SbTR&&7Vc#QY?`%|jhb3u9YH_+3kq zs-8OHYH)CC3E+(2=2gZ=k1B2(vgqNF=c`YD?IEF2Dkv#&;ZkZH;y*oao=9ubpF85u ziS%v@PQR+%%2wk1Hk$fcB+$*CJ)3p!Oc*8o8&tB-@^|@n2iTSkyW9)d=-Hu0Uup_^RQ8-<2Su(zKT183n8Ot!@>0YmOiw@c#(2k$ zvC+}d1z*30tTj)5^-3E?Efq#W@+!NO7Jy}w{f9c?tloBb_rPJz1xco>b13TGEqY6A|oa zh8)-EFRm8u=ym=PQ2B!7pkWu}01oPLq~npQx4Mm@jll-L!>7@AcxS&XT_b|ib5LK8 zTA0;b)nI7%q4XdC#M7Ldv$h*!%kqGYmJ>fmIOMV8ttRZ6wECIoNm|*M+UWWlMmmJv z-Ed!PU>vFNnjsPP@5R~5Nv6Na5Sv56KY*``cvkW7*=$~kR>zYbWe+ge3uStkC5!Ue zf7gmOauOe@c`mVi%2qE01DSu;QC{bI{~lR^dfli6;6tJom=lQh^28v{#7nR1x_ELA`hPRaJB+Tf*ZHvTkorO{C-l}0EN4{XcA>`^ryC^VmaFl~Uy(pul z3O-7;o3R1Rm=jeO(5&HlbhN_Akt4})`Y2xu=%_WM$Ia!_slT~-SnW^SxwMq$Pv7}@ z{zfaSv7MH0T~|(C+HtfUs%rQ07AIc4cCF)#md0^7<2xe>Ql1xJs46XUb9w*9aTbb- znp^gefH8W)1Q%q0Y=nV5+=T#f;s&h+8-JBr=r6mw#W^S_$moVY8wbVqAFXe{n*z0t(OaZG?RY`7RZ8q)5g=DtY%6bKA-B6o zNBdH#*QDazBI;ft;Ryt#+G^+X|4auV5lNd`9;Yg?S#_qHbTZqF!nq&8b|^xh$TyAT zvSlhHsary9Y4!KLR5_9a>pG6xoICUgamc_{-|WL$8a-}YJoV(5{f#!1OLr`Mep%=_ z?0DJagO24epaY%tVRoK~^b!Ry&ak%kCKmKOdz&!fOAR|Huw8{p)u(Sy4;3#)I2-?%Xw879ltnQ1$JD6$-wvzV^w zcN|mRyfM`u(JC_)DZ!>oa+esk+z=8PdQ<-vDhKDQS5@ftHRtpyj2%JT;I?hs=0A|m zRK2M(|EvU%lnp2n%?YWmUl!|M(^8t7U)QMH*v}-bWElJdxxIfbS=8?K*tFuUfJ->J zMYm3IttZH*H*emVU(t+mT|QC|kgktnQ9}ldA9Y98rbFZZ6?uDZk~i%VNMTBJ%Zwo% z*Mod;GjH!>5@8wZ2{JD-5Xsftl5h9^R_WO6imk++1k2Wk1n9|G>6AYnQl=haXjv}z zo7*s~*KA#V(-D(B134-u-3VsJ213cj)it(a+1B!`eM0=s>CNx6SdN)?W@hgy6`V1Q zPygxryxrV@DFpPaKX0B;$D1CzdH1dg;N<5-tH zDim2lq}7nj*()OhuW^-Cg(g2tz@6siePN(nuv%Y80NZUuA(O62yXz`RY4HQsjy;#2 zQ;|Phw&Pq?+3c{VX|eq^eo|HmT?=^EaW@Ooj!#?66pC6L5Rm0U^H^ zNowlqNA}khw)@U7!*z?8^M|wtiLU~ytA=dfEie3lnSA5LzDV;~sR%-i>40UjOty_d z=y36(f?&{PVghEmXwRg7ly>5;fBXLZ6fKhAH+T*{kMC%TC^PZ-0Z+Z_$(3Hfc^^P6 z9Q56LciMS|i$KKt_U$XMTP6+ZPOqJS(;f}Ckb}6nVIwd6cy7}`Dk&`<@eAdxGGch%hsnd16(9~*6!+IT)6gz3 z3iVF*onZi)pGi*3_YV(l87+ITym@w3W^Pty^L0a2+3=~u3{n&lVsll-rMkL0h$WEQo~@AOYwbs;>2E zM%X)tC**zp{Hwe-)(YY=GiNE3J#KD-@-Q$sj?d5>53OHS+p2&6e#!Yw z;TOWB13e8wE>tu_0G?mHc_Y@)U)78&AYZw^VF7LW(i`>d@Y+a!*Npd!VGHb;_u(}(P+)z2EPr9CS*p; zv@J^k!oR&Hp{vlX2wF`@q-dkZbL}v+wJ|0yCB=g^zG>seR3ta%)mpHHe8nL?`hS&j z7N)OC!e&)AoCH>fPNRUUv+q1v1s4x$#oR1Z5m5Wjmb1IAOaRD+r4{v_V$oB zmK=NiCRpimZ49I=4r(w7DVzilOn0b`NDN_{(z^QMgz<15LR8AfKUP-GnK_j=Ta9<hn&XWxosJe`o5&Kf&AuqEm+h0EA zN}b_>+>~2)@6M(xH@_@T@d}4=+IB~ISsDBcLixOqwtZ;Exgt(yR>O^nj7knzQ3WGp zUj+?8=HX$M*R3U?ADUa1X8K59^gRf=8%NkEZ>XJN(Fo%Ui*5F9h6Jb5COoh$U77yK zY}i6{^&-jLTcZS{ybi$SP`Yn7C;xfuK(B=wW8JPcnKshs7)5;Qw*i{2N!-ghcPKWw zn2(yS`V;sSe~`xg+;o&Txc11LCE^h|i8U%Xdw?eqN)J&Xrlv%>%~g)%rq7feLvE?$ zQ!s;KG7oVheJ9T7TL}~c#5;@s^w!vs=lV9`Xt$<6sof7aw*D^Pi|XEmF-FRr zLXUjzu2f{l)UvCX-vILxwGyzQPxRV6SB^iv5O?A+^J|;U_Fn6sd(Wm~HMJ!a%D7shXdC&JlkJ*d*Pi%_`bC`mDpJPxs=?uE{=PCPXO+mdvdVJdC!A zx^>GMd9{Kyl~-tS*1eb*+pm07_MkBQx*ZaUk(4+Ke6}Yir>H2 zZngA1&fLgTh9E#`0Bg6uoD2*MuOpVLy}d?}9&`ejoi_6^F&$f1?9>1=20i4Ohp(93g;bPPO)5s!eFPNW{pS7=s?@pZQ7<}=_ztI7kVc&-tN+!5I-|F0QCHp~7vkvLTUvxsltM$piUj$p$c(g@b5fo@4;ZU=p)>Y9MPUV`*3=nXb<Q=muXygW@`k9+P$O8@WxW|O+g!#pB1~vKUm(C z3&I|kG5t2J5v7fckB`p}Y3|v(w<~49z<~oL9IiU3@0c0r3_t}Yp{l&@bEh85(J)kh zS+Sbgn={az}0JuIXe8OdK8O3sJ;?J%Tq_GoO z&?;vL;?c8o7#IOYqpa`7e&-VuBIB^z996p4MN$E>r1HJz0H6P!BuyG7#)M5y%Gt=} z#)#PV-o17H#YdB`dI)hBhx+%Aqc}7n<}dYE`7?bG@vBT<4cD*%het`i;fP9es^Gyu zYi?QTGx*;hKg7;dp?J?)sI|!Z-V(;k_ffvtbyHJpSVbA#L&{l#T+1-vB+%iwKyMRu z7sP^a3-8WW?c_EWd2W#prrFnxroQX+_S2uA3||iFb@V2mP_lB0m(A2qJ*(yg867%w z$d3V1u%&PE`ad4l{9$7eDjs=aZ1X-8pYX7qS*@HXDBJ~y2>&1?Vvz{*mxD-Hz8P2d z%02Ev^sR|+diUxTbtv`DlP?o4{VQ#DGyt3!$j#0^?P6b+nr>RO#?!t$7kb7q!abT@M+Dm46Y4G*q;p zi5ac!3^WWDSknNU?2l*@^nMNf#AF5(iEBx!8K&9l0Ue=HzYdr4mfhai%D^CHpNo4{ zt$^gwY3aXGf9y*GxuB*R#Z%!@GF@`o$OFQ{#Ra1Qjet|cb~5t%L4(yOwFVf0ekiH z4!*j_7n_2@($b{p(C>r)5e+q^;_HkP!56>)v|t+HeJOXGTwL0qNy~qEvl<^f)>QDq zb(Qb)ELow1vdoy@{ziECGd@KjndivIikUG{=!mqXEp%F1plkYc7N!&5%y@a#gDxyT zDu)7Ky-|eZ>I*fOODwJ_92w<=XwZ+vxn3_8f{| zKg$R0%CG!b+U(+~RimOy8;p&Ny35Na^@wlr>elCuS9(>ilKTAy4qjpbej<->=9Vo# zELCtFYx zKmoUMGLplgNr}7-DTHqvJ}xv(NItwZ#^<$h`IK*dOsqW4L))(9MSV#Szq#ZX#h{b~ znR*)6`_&LBE7{A);j}p7nT^ zRI&pAUQA@ZerfuC$s&1LptDnUsvt8cEH3^%`}ssa6@#~k0$8^l5PSV524HcRP$2yLfHccMD?FDkpFG6b_ZWZTM<9D^R^L!ry3R)4U43 zPO{*X%;mYx8L}@->&f<9+C8CC;6ivebKH<2(!9(UEqC_jty;9aRIw#_bINcZCMo15_3WI_dq?i@yl8Ek@@$x@EO|QP7={Y&D{cqCZB2xst zp)%z83QqwoTwgY6qW_?-!_o1-eEHHX$UQr#ksd*1X7`OWNxCLe9*8Qq^7ro{5WI`` z3e7OM?flNsSDOb-oAxO8%Y+4EXB_W;BBC`SPGyStyOow%OJ)V8Mb?NQ__bD6ul8(P zzhQ%LD?~AQ!qv6i`^0@r-tVxs9)x^TY2WfusO&bfm8L#gvUv^vPj9gM$A`^<5HRCc z#z`*Sbv52=d<0QSIzQtpv$wbZDbz*{xaMj{u0CWwqlGAsx9<@XjNETk&v^Eq&?=4{ zGiKG8Yjuyg0M5Yff5TmFaKNh$3Fsh4am*Q3e-_Sv!|B_5I?jUFMrz@F{u;P}FAGmR>GLXMq}tCQH00w`0eiiGvvs zkCJvZno$vSFE|~NF8Esg746Gg(L}kkA$5X`#w@DF0f?ck4jfmi!-gH?8F4cnLV5M< z`SY3A7Y9+mCN))6@c?fg+%`6L zc7doC#Mc-(ayDX8%w0Mv9RN$`Dxqv}fyj<~`?fcTA%EcT?7%0CK8aKP(gsHcL;4S@ z4PJ3{$r)tSE0NjgehBMmHWh$@Ifj(z#kCR?r@xOM1ilVp&+k``N#?pW`F%E>E zmBh6F8f`x%ZbOOW&QcH7h-l(;`Nm>0g#kC=5rG{=Ck!#flRk9#u#|*401_i1Z)e&- zp%uH6H_vbVqW5sj{m~X2T0YX1(IVEL5CQUZ;!*op-Kl?&ml5mLuG@gog`04gsFaed zA2P6?wZ@ytpOAh*0zK!k2u&thwckJ9^<*_?rJ-=`4rw903x53gapK~|W1MPhD4E5} z0?l5zWlLwyOVRDDia#uII(4cC;JZJf{>iqLL%37h1sQeV^^38oTD@nvxxVusfBuga zpr3wF55#p6tL?F2pHO~DL>=AO)WndZodN?GoB?9;sC2NYx*R2KXPQ1q*8IuOYIGV` zRNV7zbVxgPur*Ioi`Cq-ZN+pGbsynIL8hlfLXG*1w=ssv2$W;pI0#%&=^^zW&G47X z#;sIYu(I*U>Lg31ji`~I;Gbo+yM7>Oowv7l0Xkby%qHW~6w2Vs@hfa5__y?}mV{($ zX7-ZDOU(|Sma`K!_o6%y10Go1b{Be2nj+4(f$gQpoIZj~Bo5-87d}4{d4(bcN<6S_ zD#taxD&5q5Ix<(Al^aalsjylQW)uLYe_;p&etjlwQ}{PW&P>i=HMI^Llur;2ox3@A ztK04;85un#-4zuhsxa7;1H*DhQ>Fzi*&M9G=@53O8xPja-F+sM4N(5cQ>PAqq~ckm z>Z30@!*hz(gG%+E)tWVyZMbutWhfN5LaYmTD4rL1`C+E3q-Vy#kdP{)C|YVEgXUkO z#T1+oHY-eT_3B1PE$CuxDu22yFp>_a^~8CA%;PCH?W)zQ#kiPoI}(c%6b~i^X|0ff zGPwpa7rAes#k{3U&nL%j)^5Cj44fKX^w7OFwDKtnVTUmqo3tUjcSZkeOBI=VJ;q%6 z#p!mvz>ra4J0m5bfe;%VE`PMwsfWk1CSUCRbjF08FKqWWo?9^!YIY=W)1{!D;mm7G z&-7zk2y~m1B~^&-)qRejstSdbp6_)yWXGd0qtLa>Ld)`F4N&?k^X^U?Dc^AW`SH;i zhMhJty!WGlCng32za!Fw^zfP;xJs?x?yM#hH$mdyyVM#W!6d?By0}0fS>AqAFfH7Z z?WjmOEyh-Ghe=O6(W9(|%JU^1D-_;LJW8i{448f%ErZM9!%gs0`F=g3M(Gt>)bd{P%&Q4%)4-KSn_(%_x96|K0M!!dLWG+qx4FAVyNfhuprJL z;kB31Pd2}Zf9E9F<9ioH=17=UprE>T>*#I{jNx}8zSq|Nc&9^OF}#{~)Qw|qKFg7* zShug%{U0*Z43}{0?n+uHYAT2W^WbP`{h@rvT&{;p5ywM}Tq~)oQ!?GIA9cEuQ-c~< zEOAa1Ltt8V+_C*l)n?)+vG$sVWgKhi3@aO&cBq76A@jzHX*+iB4&v+<9utBb0y4$Vzwa#k)V#Z|;*qjcXqJt%q2sxaMHTlv zAwjr=aWq!+H@kSIt)_EzzpAJ_JS#aldHmX!-Pt!AzJ)NfKUgec z6iYHP_&uKEgt~+Hl7}eJ^INy`>3dZI9% zt(r)Ej}U8<_&$u|3Q`i;nW)-p-fy3gvFMtLbBoy}REkFGKJ(w|cmDj$-GddSw9h`p zi~(dM^Yaakg%};mgsp?xPJHvm!&_gO#g>7}-@oTR&#w^4YwPFB*Y+-rLr|8m3>f_RF+7DmiKdc=6(K~ zhjh;Gci-22UEl5g+KU6VfZ==D*6vAurqXx|O)VZ8h)OPDz0uH#c?nfjZcE3yw-o-- zdK!c7ci(Hqg@8^+Uc-)dvD5Q1@+%Tc2ERG9{LIiTYm+AyhuS9>-{vFYIkTM?lUnRm zF2-^e!N7W_xC;A6>7MthRy1ahcXxM^jvQEgJg+7Z+TU7tK1=N&fA!=i`-LaVaw8A! zT+RvXK+I(qD)0U>zmm(E3>vX?%awk^EG@%j?cuU@P~NwZaxSLp_xj(8aBC7Ra*(^p z^jzmW_}f^=!nZ;xeY9jpFn#qRkAQtaLvuXu-KWk5Xa8(hng&%Y-aceSr8~=fpR%Q+QhF(r9qjhMbD($pm{H?yL;)^scIdHs}CkcJeyIl z_VBg5n%?awW+G)DsG&}H6FtGt`qLiiN#)cJfFXMb#1B!pSY)$mD|;?ZVp9v$h~Pg?ZWDCw%#jjHy_bfZ-ZQ{ zCx7epJtS!oWjWZ&Y8zw3*eI**!Dia`RDoO8?$lX87Tl^o{wO3;#MfrVncq7)9v&ax zri-r42yKe;p4J7=p7tiDKp-vP8zf`x@(NS3&4YEFg?<)(uIfV1K%& zdu7|8GW2l%3p1z3flRIv;Ye^ynYa@yLC$L-hM|w*0Ras6H(OA7bCus0zuIKyWXW0O zOY`IoGfNagqmW_l_?w4^t;ojOj6@S_im$Na5u3Oh5q*hMq3AH~iaqgrOb(1cT7&)j zI~H?SF)P#8A~kEFe~;NE5>H{Qa|%b4nYsBP#z|VkI8NLG5jRTpe;DG+_C=EL1HBsF z(Jmb25(7hDRY2jtH!J2^VX4z&-6ahvRZWjh+BIotj9!O-U%i^oo9RAq;K_N`dSr<$ zwX4b8Lu0y{(YW(hXTT%@d^GHCrRkZP?8SbeFWnn9p!RGva{~P8J=xJ5&1(XM-nHs(H9omoDo>@j)|xJ93%cyU7?4 zh}JohcmB89U+U|wU%O_^K4oozWh8>~$|96RnFUAanZeA)iun@9)At}(ppV2jz)Ms3 zYcbSH*CtCIR>YW*ihl*E!~M5?3tE<^oOv9Fm5Ma&cJksRgyx@r#vYl9*g}w&PrnB@ zF2+5~Hd@%;hm#sCGn}=EA9a9*#Ua|syI$j~PCY$vWJ_jLQTO^y)t|e(?MM7rTSG%9 zK0!PtBoZ9EgKB{2nVQ5A-?#g>0h29zq*GXS8taTXm3ivauJ|#L*q)C*IJ6XL5qQh- zraJG9cs3F~a{A)-sHidEPRLjifQ3GyjJr*}r3zueP1tH7)~5Q;nT>}TFbjG95!Xkl zqEAi#f^+~t?G|kS{l)i^3UCaf2h0%$ z12Opt71@qwx(w_PET(tL)U!Jzd<3CZc9>M0rU4fZnI~->2J(tEcXrtAlfJbUik?QLC#CmmjNp#l_mo6}*F!{eo8kST*%q$|t& zffzmWyB_nZURN24Fm$~H<9vAkUe5Cyxw*gfT2}f;&-jO%0OO_6`qf~plaq;^-e|LM zi6TN_D)oIn@QawSZ!8B++fvIL2-5TbViN6HVO&}pVKB6eR_oRwL143(Tm#uD-el6?SJO&4}-{x1ILKcXc z2!aN`p9KI>SN3WJwA9w&p9&LtSz4iyi#vEQvic}$GOWcr8E%PrE2`Oj;lm?>!fYDr zmJV{AFllUFkD6bSX6(bOlO6K?Lb0ja15$8PRt)l4U-j9VzbFG6vmry}Jf-*{mnhbUvX{1^0P?||W zc)9voNnMAM^n#ZfsLcDB$FooxJc&N^v@HfW(I9PF~+oW^$Ul zkGO!$fVwJt=wrX?v5c-yX@2d|@58F9892 z^pE1!>1Sc#S5Yq#VEb5G4mdEIG?MDXvq&{l_%m#EL8JkOG#o?+9bZJ~4#a;Fkjict zcCyaIa`0xgi>#aX+@u`KQ6evZwmJx2#6D%>mE7DG0Hmq=n@=WZMtr4MX^`p*E(&v- zJMFb&(z!{h4Zqy48wyG!_#c|s+JVCK2TLrdc?IK$I46f0P5;LqL*O#8S_$vSm?M9Wy-u*!_I>+8 z31CjE<`Q2u#4ZfK`(2=$+F z3!gh7oeD!Nbt3;jMye|DK`H~Zf3U<+((;J03L}`Hv#B6evydol^*Yh5RCo1D0D{6sja3g2mP_FLah%v_YEk$aCG(2m946g zk{z8qko_fVjOPpx7y!a2So)$xDbKp)mef6b+Qu!l=TEb3UBO=YCQF^oicUmW(*^~YogGGAB|Iw{SkAqmx1+FBuLxTDE+Ug7qx4hChPGoZvtlmQ)O~&9W zv@vOD^J>3+dj{ey%Z2A9HhgFh5=&V28Q&%<);Lstpg-V~1i(5^ z83!jbYUD^QB(y{ksKdw+SZe3ulKSAX1LUZ}7A}W{Q_J=CLMZ_Mc0`E!7cpDnMFySh zYGcz0@S81&&V^+PdR#&{A+dU?8S!Z}OYOkHww}ppmVyPei zjEn-=f}|XZ$JE}wiT~AiC!G#6M(Yb44KsKr3`W#I{Bz<_jaj0<0{PHUKWc^Ti!8^n zivo;wT;8muqdSgJaplUDVznTFxZi*QtKWS404OR3B>*;&whg9*Pyqc<3pA@%ZYNI3 zvQKma^W*oZ0;HP}k&&^mpgOHu1u<1A#Ez|~0unIk*G~_WYa^eGm(P>g00wRDc09(} zCx9tfxDkjQCLj`QPc+=%$8hUk!YGBW-Jdf2j47Na9-n7_jU|ntx+M>Wr}&f$i7vu6 z6aYB3MNz^jzA(UyU&g#jkrefl>^h>6Pio#z`aE1uqn)~1`qf=7$&>g>RwOY{gV~z* zn&<~zNnG#Zap7`?xf;w}ABBSDPAYLW3K#-%6||(MD{6kTbsaxGfIlx0MJ=Bk)?MwX zPhj6YH#x-CL8~@aHfi?si-rLxsHBOolZEv`EOwB>LlTp*32HAx>{OScqC|zlo_*;Q=H&E>THvrli1$fCG-7 zX>MJxn{hYiWt;4>cV1dp9DZ+DsM0KDP(*3g~ zwJZs;uGqHgc;y}REEe9=!#0%-|0>BI(7$4^m6Gy!&F5*niLM;PWZsPe-<1QF2otIA zZV<;}juEpD%?(YZEmZ)%^?JLRG$W%&k4|4=v*`H8Q#P`5n9$G#R%a$XdFnmAt>G4} z0g)}RZr}u*)jtG|g$3n}(u+%Ujikcxdqh|)?Eu7}h=jc>@AQFwfyQQRQD-fP9Ut0M z44x-e6ynBjpcmObxwTXghR){*4NizMbh zMkqmPCM_H|#_aPcVlSrWiyE@3HJ^GoeEorQh0PQE@@7qq*t6%V=?;Z4D_tNKv3;^p zP>r^SF&ZU27?VjXurwCfPErT}-8LHyZcTQIyngU;Z_aPtcPvogs|V@5fhE-Ziw8!I z(b_UnJ?5pgPTiLcw~}hVer-7XZmCtOcA~Ejh!<-+&#cUtKf6B`MZ6M2TBJ?93>F+%GQ4{H4vv#$Pl|M&j&7uK~abt z}6T=_TPO-E|%T6&9On4ok3yz zs@=QC(DBy1DhMP7C2wl~5f=jKDg@I@p6#Bpo45qhg=QX_m@E<;%H@3a7ueF3{gAj4;?>Ylrm8@kFZY~Qs~@~PKS5EXL~~1 zgXQN!*veu+x6v@5YJojj6YHp`Y6dJdEmJd<74Zbe#m2bgi zLHq^ODxVj!+Eb*k+*#AHM>&OT0#cl7xE`pj!ivC3bM-`Ao^yh#q-NWdFY`)%eV*En zQ;WSaX7R>`GbZs$GrG}@Oppo%It85$9Xd$pAYUkltE~eOMHe?vLb z)e@$@?_xqU26_$27f|?fU}E%)#eXf>C$s1MYGyKNmzTeN6vBooL9BA=k9QZe`GC@y zG&X#bC{0o=Xw-ecNF+FP=+KVfWv^FsKtmw8Q=B2zFBTETf-Gx0@_U7KO^hjhG+IL+ z3K5$_ZDmHN{lNlbev%>UHE&_xY@*XdRsaIzQ&XX$-_t_MZk;^sW2V9Jq|aejl6oE~ zRw!D1adfa#mK1H3bM(!d$(_5rT_VOs)_26*xY|Ea2A43N9i3)uBDeMN1anAq(eKnr zE@vo3ZcgQ0lfJ*jtZyow&UoJi0Y@U1SpC!kO_t~j8JGO8E()ZR8hOwT4L$6*KG6{% z@v)4?Qo6CKrm)fKg0zLc`_O6UhORO5rg*tdSr$tY8ya>=GQ{;$V@x>?l z%HZ-1BxVNEU>@M5%)PyOD4rgw<+7bj%-Yg^}GUa}wisWu9`esXA|LkQK<+cCsRa3B~b%5Fb zNqT>h0wO=fTDf-r+eOl(h(Eyfs~Ga@Sfj!AXbryBfT?o>bNLlJ>rp6W;^4SHw{^4Yji+ za)cmhg+BvF96}^hQ&WXMSO(2HC$xsPc2`SF129a*_ePL2x_Fjtfwxo9xTDQE_;H^d z&1{`I>0p7!`_gPupU&sK4=^_F*;7Yk=VU@8uXXt}Y1WMF*-pA;FE%Wo!wXi+#@85a zIF4>L%|9;b)v85m8}7YV9zM3^FE$Zd?{oXq*TqLF)*n!s&DsC4P-`(himR-c}{%=WJxXOa~FChwhI5kDHoS@_`3GyP@uj_%!7U zOF9X~<_E4a+t*f80py2DIqrekBz&9W7|8x9`QW*%@=i-e;S|%{g>&cTXgpgGsGV+< zSA7Y=4Ygf5mHyDLyLRs;kjR*uEdKoS&)ojXg{kCxrSWry`6}P`zpGaKq#IQI6+sO^ zjI@QglTI%fp{F6O00M!c!P6~f>ec8U9`9*6?clto$xEZhF7k2ZEW;uw_k>tkTc23& zZWdn3ZK$>gRH)`vYa2hWm5(k{6>GQ)!WImQ3bXcy(%t(2baK^7{^l40MPeo<%f(`7 zhO~I4lCVOosp8c~HD*zCCooTH{x_PMKTW$oO4WWU{rqY5b%l1>lmUhEm=_&hb6`*F7uXlC0MJ22H|L71 zmbP>1Wd@+kxfwT6Y8i7nj8%rz$R#NXZ#Z4U5xWh5Q^@R_4Ccp4jUs-X-%}4KYhYw{g zz&bQpX-t4J=+o!aGU2QFYZ}a0Q)A$NBq3o^Wh9deK&Pu@m;KzkcXP5Yr_ZQ;SZ{byebb)6J$(`sW@p@*2l!)vJ8d@70RbGB z4`nkp^!KavmIp+lQ8rj)0dg9on}OxcBKGZ@O++=WkeO=h5*%y5A4CvbtaZB7Y>%-{ z&z?OmvOnZnAV7eV20ybn^SkOQlH%2DJe%f~cv~r4Uab9*v7P?pDguWpap-YS)e`<$ zMa0N(N+uYq972rA0;YmreEJs&qR0`MO7}fjcEvFQ@VG&Cb7F4ayLS^J{v4rE1zi)jKY(Q2AIH*CT1q?!3$j(ZX8 z(Jdpin1z|>JNm+$K=qI&8SP_~^XhUc;grgB;tMOs$c?{U&_Dvsi~x%5JM}Mra?-%< zOg`Ot`mZ zGwKU59@qZ~eUEri6VyimouEE0GQ`+=wz`Lp_o6ncbWRlEI4%KufXE&{eR?A+7Xe}I z*50~7S9%<`iYmK)vz<~Q$vn~SFOznvW_eW2YqI{x;1)}GWAfn}ta+6HR)jv;jUJ7S zJeH~`T#+b@e?SHxSAo*##&WlpC}FwD#d(eGoG8G(P3$5;#aYUXenkCeu_N3T_I6fA z?%fO9a46?Q$cu#Qn#Yex`9o&0w&Fa?q$cS5+T6a!GJ$ZrRNw5-)VXXs`7{}ZA_jl_ zxD$OzV-SrId0G-C55thnFOwGv=yZ^@9gZN81=HJjBl4fyPU#zf@~0KfU3+#ORXt*X zu_6Oqh~@6s3I~;H<(TUw-qS6n*6+KrYOAuP8D;@t(Na_M1DX-R?q$cq8<8GkKjuQ4 zz)grQgj+#}uA{5VH@?_mafVu}R$*Rq60UnioZs~SpY|&cLEq z3RFW1U(2UyjuOc#X|bpp;`6^ge~apPgM`mqPfps=&T{bnySogpv47TT`zddh3>lRb zBUZXgqRu8{iET|&QI}{p!oeYHLZGxF4SnM4Le#Q%Uaj^I_;2IYWZ@rVJL+kuv3esg zfnqS*Lh+ZvO-X2?i1#$xbCc$S@64^L?v<;Oy(X%PZP^D=dz#v;%jOra97osm{WYv| z)d^6Lw4tXjbPVJet*OK}G2$0*)%0hEy>j>N=fu#cA;+G3TZtkol!sas^WVn_sy2Bq zl6tHYv9z!0o%R3+6S`zHbah*~TO&NY_=(Da*S)Gsm1}>tV4|V&)Z!@m;eQ#ssDn*ORSBc zF~(M54F#k}@*Y#{wP1`|Eq1aLkkl1s^8}+ZTON}K zIuA6rfWzZex$5uf>E)9`CT9QlfsCA|6@XA8*R6JGA1Hfpc|+%8dzX8>-td#Fg8w;= LaCSIm?-B5S?Aq;O literal 55038 zcmeFZc{JAT|1WwMO)8WIm7xL2kjx^KXdo#eGAE&o$&|4qnuw@S6d{tSWFDf(6rs%X z5JKj8IIqj|Jm-AZ+Iye#U1xvy{{6G9^{gJleczwYHN4-i>H6F~bNcvtn(Z_c3T6Gt z6SB$_3Uva7vRr-jO8n$nH|uu%Lv1Z{Qe`#1oK|1*!uM+|PiRm|49-8FgQH*h0FL#Fi>hd@0XZGEzO-y;YnxlY`RWnYQOYiRX zhXLvrHyzlbGPZI&?DKNv&(tbH+pliwXQr3ECzc~UH{haSXR@+MI9s{D^I^DBpH*6Qaa(l2Tb7?i3Q9_zvb%5Qd^_d2$!&5q)n!>5!4t~2qt>;qC+rNGL)<=8S%S-Co(vqED zD}1H8=iTIHxwCC8K8lwvv9UJ=^>eZ_~y}h5Bn^{_17oDSj4HvSy>V18*D@=2dQEfX~Q_W8Y0xeCi{-;cM92d}Zk#>T#U`*tliH}}-^ zbX$G$Re5K_@mJog(%#Gxwl7uRs=ZNrw;h+_Zjn8`(!;}p;v$zeFw`%J@e*DuCF5_!!YhWEjiLxs^2W5oKRHsNJ$YD5EN|d?!JRL+|9>Fw{^eP zVN1&cm&-%6dl{9Ui{0F>o!;72@|3))zrWwIyL4M>Mn-;B)%)ss`TZIj+Z?@i zO`tx-!UxOrh^FQaOstHS7L&M5AGMK@5h}_~35gwV)!y9-58pF0F~H55UsSY)GSpeb za4JY>O1p}*j<|WR`0N=P<>*b$Gh;WivLrEaZq?N)v6?Bg?km^(O*UmZ2o^lp zM&<16jPhY>ccxbuU_F2n6B{QUeXG99cLckJLceV?2x zcjnBaN+~kY*-i&(XlTy7yCCc^duRQQp&#dU$&SPa$UNLGOuu8teRhQ>dU(GR^76Ot z-o2aYDlboye!cfrW24s8)YMCps>oFP;oTq2o9?}N!^w2;8uhyi$;#pjLBdxphgy$} z{jQ;7VPWyQd-v15&D=vh-}jJ9&Cbs5`SEru*-)=vvza!0T(1;z=*ac!*VAgkU%x#c zznhJXx;#YkDBh|f`rO{yy1ISizcEqS3o}>eraFA4CK@afFBNU19LC08NyqXaENr)F zOE&YCEn7BAO^^?2u*lKxsdz<7!p4mo>9=pcmzpXzw=nyM#=!8>rCgL!EWV!VXoeeO zJvVVHOk$Q4On5#Sg6UtOC9^);g=x^ajlYMjn46n>86WQ>VK=yQ-@Y~c{QNzQX@bw6 zKc{D8^g{Kot*zCoesgwYUX}N)Kfj>hQ9Zq#d3kw{e0^V8F5;J*W4vZ}+p?W!En9P! zjSV*K&~+Z)jQOD7vgJ>?%pst&=8ei_9I3$ zZ0Bn7y$`E&T!JD!_4oYzqYLxs1+quzKjWg_9y)#ba^zf2RaKST5qeoySJwdNwKOy; zAquv(A8WC`5^s$6wcp>$x9Q`LcwJpwLx0`-sAr*}d={=#L$8dlT;U1|3c80bF*31s z>wd5L`uec6w6v)jUDtigZ##$ibhCNnBb2{4H|u0NPR7aPV9VUQaN)wm9G7{Okdol` z_I7e5d^vMTGV^k0H_gw@k?;4Ni~QP9iECnJX8!*9vuvi*bdt=XRY$?yTRXiB3Lf~T zWZf8-H*HK!ip!V$9Lxo!N37s}zBKlm^>4**qt9I%*t+ZRGUx>f5`_oL*P~gMr zgH56qqZSYn5>jk??%cU)*QcT(-rnBD*8CzOcXD#1QF(p+{K7tH(^JRlWNpX2kBBHJ zD3G0BS67#Mt?OQuzCZwR^IO5cp7#VGBPsVte~ zv36@-Ma7xsRrd1-b+ete4b&&+C+O#InxSJk#0UtLi{kJ5?Ae=5`M1|Fw6?bHT+{*b zJ9=l`P0o8gRZ(=}w*8zf9IKZ*IXf?-U{k)WIQa9;St^AmJfEgVfB6On-$#q>X#M1F zdF@(Wh@@jhhMh%(<1xGk3WaR)l^+MLb)MkS{J5^ItmKuFTGKk7{3yELX5YyPp06S6K|O5RHp=YYJ@W?rfq`7^ z_weIZzkl*(+7HX<&o*V)1x#$f!foiiBpjV?_eaNYxai6`?81F!Krxm!HeY~^vwrSn_nxNM0BKEwk?0MU;EzFlzn54t8TQEcg*k07ccIP zk5~0GHPJsCd& z%~e!yZT;YW>vPGS#nsiDPM3wupyG-!x%&dMRBoQ0t2Qz)_&#|O`KXlg@|wmg z9^aZILxl*lq|O%X=n@Gz%HgU=#qS?X&P`7O(V+Dno1GYF>*?`Ai|KF4Va3WmTU-9^ z8!Z-*XM8+gq+;+&tV(?H{JZA%sJ;bJtX|x4dq;;=Zza3aNYUOA$6eT&UDuTAemM@e z%S|&TQAgn~R<2`o16a%Z@}=utOS{I8nD)_kn1G_jMnKVDsLm%|5Z(~x^K<-nOwVR0u)y8#-d*$I!w1Wbg7vpOJ;PCDy0V3@{#3bAQe3>8qOPH#s_`I6rYy#L z6$MKurb2AvUFt$_=6rx1`fc0p_EtqvQ64;a(E96_r`-K5`>HLtN`RW%dVBApoWDX7 zAUN&8!-uD7Y0hrs5b*ll{7j8+d;3KPO*OSG)JNV_Bs-0CuA%7lRz^f% zLA;U?Ot@4OFmm}7v$PA-vSrH>5)(fGJNaM!SR|DqYIM8kYrWy*DZ|;PDoNf?9`px2 zNmdk@{cVOesy{W4eh z5qPt(Fl)htd)gsldicbN)k#T737~m258vy3THg8VSIPaHryq>J@5WH6ibW<}T%n^| z;#bn4f z_HekP@Vv1pNDD?{_kjcSDHbiqoSY5;LL}JyR(l;4wMR-SyK?wSP)gcG^x-w2%!YfSu)zy8!H86L<vlCWI|R122CCwNeOyJ`);goI|VcyY+5l&q~N z?)TgBJ@;^MtX#iCME2svu)IpOBlPml`-^uwMsl5tkK>wu{QKIkZ_Jb!X#+wQ?h=7! z#<;G&US^YA#OoucPOWoUnEoa2Q-g|3z*$SSGxp?}`UMfe_dxS>t5&TdssLLcWhZcE zO}uV=MPpHJ6Gczj$T zF?$&v9-g$?8D)KDtk->qsJR}{=Frd(rwtPZ1#LN2N*wvWnB#b*q8@CrKr^G zB5))0FSv1`qu}9DV`I*h>$l$~RN8i+UJMNN;>C-k(e(rQbh$*7h2foRvm8YU8^X*R zU{s8&BG-crTA}7*vGl*|qcy{*1AY*(lcY+^!aDDQ<2xvx(? zre|Pqr)3t`8*2S@Kt$viuqr_M0n66Ivd508%`ml81E<7lXKVqp^?3Z4!O6)<&&bFV z_mNUz9`oo4oqrzep;2#E3Vp@RxzIXz-HH}g9lHxxItu{=fuw}X}T!L)88 z)`uL{qO!8`BR{|8(JJ?_-E!;eFEmSID`O7aKYkPenCMLYkv%t}0L;3{*VmWS)5ueS z%59854z#!hawTX~GHCr6ExoH(?|-?!m3yoy+gaj}q$K~1F=K)N_wU~ih2abOwAEna zL9JBFWf->GK)>cK+2npuf0ttx4g;nSVJrw414_&Ne3xPKm3*7t$`xQ@1e1Yu?F^6y zt5+LL`U(QSQ$S!NaO?5O!KPR7@pLnSeAPY*Iz=of(C*CM+&Z1{e> zAMY0iS<3kGWsdD=rjT1Ug@=WG1~Vj3T}({Y|I^!eAm(-i%VO(}$H$jZ$8i~@1*$dM!e(5DLBf9MnL`isW< z%XhJxFM`m@YHMpJ>SW!x=))rU8IWop^B_)eR6y zbLmqA1sSrkvcBBDP0f$?7ab3d0o{@?fssaeiB)Geed+AHWR>f->>_BpEFnV0#qv|8ABHP|nsc4h?XE;Z+PoS0Ww19sat6qMfjr^`q)Q*K zm8Km1Tdn@r&U<0_h_@rn`^(VtW%>B{$o+>w1b71&R$o_l7jUB;EYlxbyG0kD+g=>N z9q`f6$mst1?Lzc6z@+~E{?~l8N0{>S@?+V(vx+62vvaG?GnTKxQzWq`+$K{mHh7G>Q zTGtU%B1{xacOwDnFJ3S&Oy(>`OE85^n%5;6k|toaFy~O)(C}7*34gj|Jv664AKJ~$ z{kG8snvB!v)+K9VYKshMqvoLhU%!6keDAY!HI(eXosK0X4&4)9C-SXUZc$AG$RN#G zL_`G5{=A*oU%tl}-(>rjwE!#m4GlX`n)+xxo0oAUyeaBGJszx?~> zyQ%*7<<-n9v#3t#oeh8-wPI*y)$zw1iq%YtKb{GhY*dTWiXJ@RCB^Av?$t~i%6x-$ zuqDSwwe785-zA!(=Z@NVo@1wtms}TbrPD{-!CF#QEcY{z=hRrR*M;OO7=#=7IRkam zDThQUmcR3OnP?C4EIRrxI6un``HzMAmyqne%A*d5n~_oEgL z=594bx~+=~ED^4(chjkMV#JrexYqu^7(-`Q5H{Dei{9CCs*yg6SxQ3IA}ad$IUCQz zW1rfrkFsvWtZ})yo}yP}3EdHvl5gbMGaxi-8aYVsB_-x$-g7kXU)?1$n^lKdQ;2%D zckgjB-us9Ei>;cTzjQrei#}_3l!NgHVQ0gS_0hU}orpkBIdFH$>w3KllqK1>EVDk{ zhC4{eB&^%m%S$H%(jEx#K?(n*72pnI>`D##AjFQh66^lH$;vZ4?SQ0zef`^h+4jhn zFDX!=kG~MNf%W0`(X65UtM8u8^`huM5N&RvJ*->5o=_V|=x_QR+dr?l-czv*%k(H9 zE&9mIfovw4kt851w?*f(S7yIv{xWT3& zEAE+y*>-d_`6f|xoT8#4uLlogfp?Zs+*i>Z3qSUd$dP6ZAB$$c1qrY1?(X)wf8YJp zt6h}bf`XO0PQxo`S*6yY_If0~c=3YYX=*4&s_7a^Y)8~k=%awp@n#?GvynF<89PL~ zS@$Ng`Hk#7TJYt|E2uz=Jz_ySB_)|ri`_y)S!IqMRT$X2I?wSzj49k87`lgn@gS1= ze_VTO=i*=E9~M(c{bc3c2M=xoMnI(AV^Q_v#}~-4{8xYSG^SavLh+3l)O@SP>o7t? z0XHIu(DW|>2YAqaqJNt=)4^Lr*?WARLZp;aA&0i12Pw@u+*{ z>DK|Tz806?a@pg|$ha*tr9(|c=QK-F+$Ghzb^J%@i=SJmKtJR<=$&5VcPN70vHpXJ zyTa4`pYrnBo$sjbiuiKKWzHU3aUB$N$MU5z1-8jV=ECUP^CKAAO&b*`M5Um_KV1lT zk}GcAy$(NQ3^?#MnLU*}F;jdYalV>t)%_3|y8ldSc4rc=doipZ(hI~d-SW#Ii zQxm71h_ybNj>5PN<(xC~)NruXmO zJpy>5r?0;ZycF`gKE@1GSk2*iLyCn#-t9FBDJh;eZ!Rk>EBhX)xC2Jz;a8#XMm;?} zi}{Z|+`a-zvyUK12G$IP0;PjHlX2&gQy1X}MFYN=e1|qR5xDW~fPl@{ZEW-n4Od7@ zOKWA=Dn@TO-YoJ@7Qo`n8G2Y;#2y3KN=;3Di4uQ6RJ0J(rPwJ%{+gZLae!?~ZcB^q zu5Q0y?7k=b?WI16I6IeY=HJk-olrfKHTn>G#A{`}y-{MOD>NOc_KKjVp)1 zF^Ir~Apwl^K`9`!#L2@GTQU7t+j902qf&5(g0`FpxdT8CBLfjd<>m1e*-5Snzcoh~ ziTm>EsOP2`Voxasi+mAnaSB(debGz@1ZfKP0!Jkez`_dD8@yu~1suh*R<;F6KDFgXMAuh8Nr3z4^HJW@%yJ&CSitUrS4G2M6z1Nz3E~SU|uu zhVz-E<42iOhCf`m(#rDlsUWkeCtumj1Q?iNp*t8nKXfL5%6~ z3h1tR-@l*Dez!Zh9HL5VUmp!<|2kAeV&=fl%goC1_4mIGwSFVGraKr3&Dynz28FcH zK&bbgetsCFcvArl>W8{IBdjXVBkn6dLHt8)dnRZ^3%Bte7H!F&6-y;0%$0#7LC7mR zTMB-afBop_Xjj8x@6zyJ)jMPRZXaa&so7bB;r1`7j+6Ugpq{(Za`G_;-cjY1S#5$o zqll?`VBwTH$_HGVfRgI5@o|2j*y%~CmFsdryRtY;v<)$7)MhOD`a0ym9O$e5n!OOUnJF^jA0dUEfZ z7MFvL08D(yX})_CxY92vZ<2e!bZ{dWb#1!M+dRn+S8Mj;k2eub{}y{ zgs*Z~%mOJTV920O=|fF3WN9cbrwijOW>Ck3#hxh@K>PYqn`n?|J8;1v`03NFL=mQ= zqf1Ro+r`g+Hsr(({)^N=R#IWU zdv@m~uASnZ;Pd#{7^@{Lck~Zn%=Xuy?_7_mk_=r9+3$0u$D8)PjGZsbHe@~;37SiB zgEIG|&b6yJfa~|Qv%M<3!BiBO10K{{C_K8^OqlOnp#L)f+r;BU9N~<82OEX3LrQ{G z$1#u2%|qe`-(TyJhaIRGl3SnSDlH%&(Av=v4oRvwn~po|gSfKcLHH5-b+aEJSHR7F z7+%SPM~~>Ci|pp--vBF*MYk1bTcXr+ek;L0_^8A{apKMunSiiS27(3AS(Id*)O`9*jB=#e` z{h&-vThPl_@7_K1_usURN$gB>JlG}FGcJZL7U?eY;*{LV%A{+1PZ(~bUiRh7m(7Fm zZ{Oa>HVi{JfTSr<4~bTT1;RC^aQgHe6|OIk0aZABu)l^O(OtTHIj^*I9XK{M<@%rI z`Op_uo$Ip2@*pDy9cbUph$~Ri*8~R!YJBnKx?25aLyYR%$O;bM6GW&W z^$s{+eipj)E_Qag1!vf;-$EqULN<2@8&(t-7l-$IF`(ct^!IunX_-{3Xg?b+P!IC#O4SCo?i&!WLPA0U)U{;t;e!XCQSkU7Us7^A3VjkCC(VgP ziYdtb9VDrpe*F{b6Ti_nrs*AYuG3vx3FOlkDaM}ydc30Vz^EiRj9zw{>5Y=VyYa>% zf+pX?cqImR%FIJrSms^ z`bDQQxI}%~*U;c%wskFPCN@bQl9NjsCq}vyrYDnR8{kA9uxQRy_EA;i75J+l(QU)7 z`26L|3R2oj0|kd+atN8$(!=l}Y7cNy*Zk$uXE%8@KN9$arbE%$n}C5>i}goDAkxOb z{kv=eE~WB z5r{$q@#@heoFtP-582%??}hHH+ja|*y#cVoo3r67;gGC^$mWp^Ge_)N=W0@J4U0F; z&5f2%;lB;rwnbNzgDu|L*-GjUq^*act_$0MzE7M!t!AIk99?*qVebJ1nuN?78G-mb z-QB5{Q&FL(ysjW<-+pFn-vY!fF1ix^rJx|DasO4<^TIXF9NjUOjE%hzifMxf`p2+t&l0-wjnrSRkl)kS*FO6v zrx3^r{bcR)Lk`L&8tPca_wL{CdLMrYNFfnL>(Gs{)hOgp{?wygD>Bm4Ng0ATp6a?N zr53OAP9@3+(ju6Q--LiscC{mixjvP=eVo&Wi_-=1PyMYPjY|YLtISM zqFJS$3;_i{KHD}5?ZgAa2J0*lI*^AMG`th1PTh8Qcb5rE;R*~6rh21Qs%i$F0k|W3 z_^_MPNyC$Yfq{rhKG?n+S}wkBOhV2*arEmG$0rj{vLPU~VQ;UXP*YR4Vsom$zr0>* zx|4yDyEoM77OTtDGHlL5EC67H6|FXHqYwlQx=RCr7?FRG)H5(}N8aMnrAs@dq*ze0 zWwCN7hq(eS0>AduCv&4ddqawR2@LhMyu1*vw(76t-?VviQO8WV>w^2UXN)i-NotFP zp|C<8g@n-B+1X(u?tAVD!h;QVA6Rc{W+o5PD>NKnnIi~U$Y)7mXOf)Rqg_YQSE%3v zXu%lHS(xF5V@6c)lJZx^s2JmJ3^{ zmjM%Z*9=`f4Cy3PoL0^J!o%No67HvxP^U1kgwX zDB;70&qkrncOXr1@&>3TS5KG`pAFz{H7)HifVdE8S6Y}+U~3Tka(*Nh_vzN#lVo0V zmc-9^T_3#9POy8BQ^+R;hyp^0*X$(;1$@oWufAwfCF#{%377Lbyxr&GHZi3^vR&gP z-@X+nwMp;d&bdN!GiUAJELB(Y(DNPxmG7bYva+m6=-3x$Dtiz7(W7NpyTB5DGKtlw z<77JnPhh%i^rh9&tf9^<^aN&X!PLXE>T!`KVC#?1|E*#C zVZ^L`e@1k(rLSxcL?8e9`Y%oTM!p-Qcoi$3Ipc;BY~y*Bi(>~}h^Id8V zzP~0!>d+}Y--4Z*R50%;glcULbw$WT^9NAyFawwgzQksAzAf z9$Eq+hnDLgIzJOIq=9F-mN0f?DGAfYM&)uQwZ<5w1pSy;6Oewd|Ngli0><*88~Z?& zKa~ZG`l51yC@+poPCoS+{T-i^hmnMQe+yL%r1g7@DmU>24L2gzcov#0q3u6oHQbe? zrZIUd;T^hxjzL*kMgaw+DSY7Lvx-8!V#PiuT|b_0e#2P~rBEZnQJWyu9)}Ws0R0yT zRi&>U!Vf9RuovCHsAA5?djrF_L7$3Hjw6MISc%I*sdwu!Ut5+mGgt~kOuYOWDSvGSX5Gb$x%YA(l zlQnP*Q2BPlw8sx+h)Fy-(`59g4(ipdbsQjUj|uGTTsFt1>kwujwLYQi-m@ zw$$xlpy47&Um}f$pFdGXxbiRFeGk|VVU!hw#{#D&fKdW9ZidjF|BT;&LP3z5ONAF%k1a3k%32)rCazmD&ARn~XV(r?sN70mt zUyfEkF>%q|y;r zc}*pHJy&4hnRtSg5J$T{9J-Wqk(5O_0a<2>9`bG@;O@}J+K}jTLzTo;Y7L5E zkfCViVU5IBm>U>``JV7mx8|jE@YKy5Ksa|I-ws7kc0tsLxk2t!ziiKpGSk;dU3(|Gi)o6 zA$V(#Q{w+c6WAaEO#r70h;|~M*xT245pElo^f?L%?Srw!9guhj(TP-k_|vyDGZ!82 z_dwfPMuAtTazdx*+b@7;)q6MYb+Ke{{82?(c1y(7)vXykS|!JzBlY4SB3LjY>aaW9<}w*dXpA zho~C1{28X6<> zFmmp|SkWh$=xmT7qGX~AZoVuU@H#x)9kq%p83iskFE6aRb^r%MjE&z^>!9vMr&Xh$sl}?_gnPUbMl!Cq04;>bH7t@hTCpw6@UI!0WeFxI8%T0iLU+(#6cUa4g~3vQO-{Wv~29G&oKH4(2*l5KZ-IOx8V9S6Cg^Z_%Z9lZ|!=c zgBL%qMuV7+4THJY3Ia}&`hX#ELfP-%3nCt%+IPO_(&N$w9VJz`XgE(Ze$C(!Z{dS` z_hit2QC_XkL}GPwSVn)97lOxhtr%!wVttc7`xhnqe4-!)zBz4!t zdC~n^sXJTZA|fIL^mpH9r633T^1}d3dW+3I{R1~5n9qH@Gys+*-+)F^!le1bhNyX% z{S`ZQ1Pe%0QH&c?`5}XlOP}Tm^Mn1jEOVh$Ax1N0KW1(iibDrhG}rwUDmOqt=zDi? zcO^y!(MPe#aOme8QH?hD@nz7VsK|FhV(xB1O94qsYJ{XHO zN3z7IdN_J>7iL~`za5Tc0E;RvI1}GQ@6)Xn_H$E-nOUi+jEmFdt~>AT#sL-W!C^#? zhWmbSp9+=Ie)X{e%(PQ3g*yyN<;jyL|$jy4-5y1{65bFd(YkNfNC#H^=<$#*QZ z0D^!?Fb%+C)5m$psOmV0glPN$td|I9!{j&-v-;am4WN*2#F|j<69rD)v}McgojVU3 z`tcwo1Msy^^r!2^k$4c;t^l1|3SCHwY&8K>WLRygA+$Tdb56 z6;(A}hb$EfsdcfylFI-I?&6HmZZR=NEOZhiCWI9Du^k!{32Ot<5<_rWip0vX|A%m? z;V@|##VmJ%CXk~q#F@dBeufcIA~^v&$Q|$E7A zB!`EU*xKL!fB+0>X;x1<)&iimzXc12MG||05rhJL6etL}zqJ6Z1V@5geqZ-$o#QfV{q$+4{fOIyy%_@FT872FX(`Ev?qJ zwwutZkjbS&kh%csvOIGJ!b+CcuYZPmqGxLQ0CWoHQ)rQB%ESG0ZE8W0gw*W@JsvQZ zoUlQDki2pT@)cC{H%=Mk7zcSNQYc|>-mC@=c~maKUDVRTiWE#9@WJ;4{iF7dj^Wt< zWO11{rrv~-gD*V{^X8m40i8$#{5yKmOW<^JW)Q{7(QH010{g`D+tZ@(^;#{q?+dtY%Y;cpQWel4(}Yu;s2IE8~VVmG(FoX@rFq5bYR60*&MBkp$T7B!x zZT~bseEyt?au_q9hxO2EQx<`fAG;w+p`aVX5J1YGhL0~E&5Lkbi1kGHBtf6Nyyb}O zgl`CK?fn~NK%&NjE zWr6GnIDkG_BZStYGBV4ziR@AM*9UK|g{6eK{*E(0q;VjdZ}is@ z?j9<39Kkg_Jx2E&M`t0XeZ~;@Uzt#e)CHYc5F1@JLNnTIn7Zh7(|eiLb1iZnWAMz0 z_24ode~J6rA=Ke?x^k{}fNj5;H)r1MRfx*ZbU%2Cr`V-#b(U_O&--Dv;WbZAY3H@@ z3DN)ew5Yha{djA6-t>3mfWWiNr78~bwGg?ShXtK~sTCVG4D;TWm9>b@OxOHNtWpss zM-6T$03zc&&1GkrrPqboJ^0TZTPMMy>xkkamn6$p7x7j58AV9 zw=&1h^mvI`i`N_9J?^X`gC-r>DAhScsURG@qg;Y zG?6heT-bVwfYp`hHotM!lMhF`Ya`OYRZHLiT$^h1i~{Z0CT6JzZ9225{y3|%5LAj2 zuq~8zbVA<7XN$wfs_h+Zff{3iJxVJz)!HPrpIo&hdoI^Ah5c!4=ORxPfvH-T@TR;* zi#^!!Kyc*i9-sc}I*N*lcW9Y|BnDIWoY%Hd1>buH1L~Lmxzj~!`7$eB+Je6x9Irli zPD3LQQKHU~625XYD*@Bm1ZJs46dghMbNB%VJ3G5$mpU0FTRD?+qPZC?&^p=|G(X#roIZ)cw1xHph%SKzSS1FpH;~>fL%<)f_odpY0FO=NV zY0KXp28w(N)Q$XFj0+Bo^E}nI)gT{;);W0H9BS3?{I_hqFt}ltgv<_R@Ih}o>6bbF zQ&S^B@5ui2p0JrAu9N$-r`kW5HHhF`P*Zmr+_mXOr_r)N0YiD*K(;9DW_+IB(=`b+ zmmq2OqPDy1?K_Fn36DEpM7T->H^3t>E11Rizzvr{bWi#jg*b5h`0?Z5@Mne{)yX(E zvw8F8hAg9>!Zlit5%KTFk<*p|1F{H>d6uc&1P|is>gsBEQ1dWrq?r3*NCx=T%8oxj zP@l~vhTn(I^8n$N1Dn|mbK*smiT!vL`olg$L&Js#DbQbBX1!I^)CMaX(+in@WZSVq z=>JxeJ(27*U84J~P|d# zQlJ1kvOky2GlvVB#O~Q?TbBvL>v48ZM859QXRi&8V@`OVq1jcgp%HYvW(PjHG|h1I z-J!cjd3(6Hq$DNdRDyY(F4p>X$rSTmy{0MMnx8-ByZBs-6h)i-&#U%7g9wEaF`B(A8pI=YJ1F@3r_IK@$ytnJ!!k}D@p_}rA-{vd1U^V&cO^9E7& zj$HjU`ZobjxJ#b!mf!$$liplnA&Y{aii%3Vr8xk1$c?_}>YqQ&1ydltlIik$O$a(K zZyAHqq3>F3{JKPffh>(hzZ zvKq{qY+ku2HCtC6385oxve{7(Fwc4B1}=xf_Jn?mJmy3Y8x)6B_X8Mx!w>`q3L0Go zpupxk=GIG)>vs+GBPFJM@Um4(U6*SUQFT{nDlam`7^RK|WJJ|dB z@iiRg`*n{y?kh0EbI5l_un!Loe5mrvw2qH0cOJBE7_%>zob1FImhw8I&@4LLHMkr% zJ8VTgIK%;0KTW_B>jb#cJ~#nmn&hk0NJUZ|&Qwc@{^ z1K^YYi+a!h`Q-l{onG~Ts;cTX30qS<@WBryA_@l(&|g07FVjY;1N;rhr;|Q}4qpbM z_}+fFec&g$T==#FdWR7Lc|0;QqUAjPqYlKyJ?OlS1N&C(>t`3bEfzS4_6Aa2g$C1j zJPmL%I7UlaD;%M%738!O8t;WImP!#p7>#l(F-B5$SAzvg28xAL> zF2-k*r)p7L%QogM4+IdAS5Odytud2`o~LD7XQ=VP_$*FPq*bLsx{9NV_j?VHwoS^( z9s`<9?(pQuPfZI$2tR2(VfXt0B+{nZ?^gk(l)jLdbe=ub_a?j&w}D5mI4RLG;G^_X z&?o+9F@hReIuPDtSdvDdx@iL+8wBw54WX;uRjcqBwUcc0E0O>Y{GUFx5Y!Q!DCUkA zx-p1yx&1-Tc_5yY3?Jml4nm|T<}YM=tiYEggwUo9)cb_B$EooS750NSRd)hf%4=xU ziFAOO#kOSc2?z+t5K0-eI-cCnQ0TE$=NTw=H)OPO=gFq07Ot}m`?$GF){8bKRCT0v z2VJeiuU8r%jQJJM*|8O;!~5EHPSPz%DX?Cs*E5|@A6Kki&$?-u+Maj1Ia25uTI8OP z%fF743PFIMR+tD>rECa42VJSQvB`ZtT6N&`T$SplTHAjl#dC-Q42ebJ^0xEXcj8R*M+$(>kD-3+dWE|Cl@BKUtVO-t*3IG zsR|Xq!^|4tb307b8G#U2={ceWRia5b4O)km{E}XrX0k5j<-j_)9zQd`f>jME{2& znkm;4%;(~-+I{p9|MkL72P-@zD&)qMs3i)K+uX{cp3#Q0M9$wN{$w)QHCm+sR9g2Z z7IqixuqYi!X$e`yV!u-w4O{?HTcdr)Ljp0b{eG9yo!a4D0?hmra#i-9(aHa5BvW*H z@@$lO;H%(NDvSp!^?AL4JNNG0Bio+t(9q%2lH*JJA!;1pw}{Vmy2NR5wnYg*30Z>7 zsu?^8M;Z!6F#!IE(&CuX$!3i{QJgFxJmol(m8@SU+Ibn~T>9M0WzKI_6z_BhP7GDO-1 z0EUo>6)$9QG=&HmxS3n+5|oW`fF3(-f<&-;YWUhD7UxE*@F);16f}+W>n6ysK7wWu ziNhACXa?@{r=A_ywfDt!<RP|{oTjKAL&3zNR9IGI#~jCgN@HYWgMsE$aWcJAC`(i#Xk z04}qgZCZ^7D*U@B>Vlwg#Y@a>&wMbcthJtv9vK_5haXyWf}ohr7XnKXuqc4qOx7N$ z_pFOkg&h6#_-nnzy}4Izqq0ii0Ta=S_P}!l^a<+c-EM?uKw2A0f6HxVLW=qqd3KrJ z28k0%&8e20Y<#Tb)XuO?)LhH26XmXSGJ7&B@(QUrt!}L}vBx-((M1RLvm10CFVS5P zAagZ8fqCgd0kepiz#md*S1*q}1|{=29&Pmk5~E;BldUFMi~zzvEp!tv%Hc^Swg39@ zIC1=|RIogjE}ERTY>gZwn|XWVo~16=MD7M6_pj)vkYY3>>z-Gh-2k;Gp!)k=Lf@V) zHIjNvAhTj4J3c;lLDB8U34}RLAl&zHn>4x>sbQi=j+2X9wPg|uAJ(U-UmE$I_44xA zrXftI5Lu=;s*+q{t>ZG?H8(1~Xbnv~olb&mbumi~nbaK^j6a4rQNL6lmr<>}1nIRG zC3cC#R2-#KL|BqA9hACqhxWUBli+2{O{C-~BB3OJUKwf5iucmXVZ$XLAX!dIQ|Q82 z6rmC58jp~`u}GPC=}ud067}K`5FHQzP*Fl`E;yYa8#k&a zHfH44|F$ZlwkHdHdAfaT&NDdWzi`K8@vif~*^0ouMt;P*2t#Q$Z>J?2biyJ+u_<@K z6c6(t;0xTd3Sr;Op}e)xadD@YdJ}wjOFUET8LEw^V&gu%D0e}@?Z;{q#FKzxqYW(! zBCxv^AOvqWWfi|}3@5Kawu!tu6C+u*x{EV4(<4uFG8HXVqhOzrk|Nz2hu>3Zd9ViG zL`R=Q^R-QN#@nE&&Qc`Ek{26Vov{5CcKUQ(xy#2UGpGmCldg-CsKS4!2FVjcTXT0~ z%_06IMP_m|g3oy$>}%7%%Jbit2+1uWQUV$52r)}=wPu(+HZ_~GINNC3V3yVw^Hu=t zm90o_tF}KI(NxH0c&sFqwoj8FgW5l961JOke)XO9be;0V;~Jz10=#nN$~Ds0pjnWv z-B>+9Znl4tTHWyo?EO)?#UVPyCQ=b{mz{J=-b$bo!HOt&=QK4l$|iv7M30=u?uvxnG8~GzzCXCWl-q!3#p>v&krwd)@3daT-LhBJ3r$;P~6Qw5^gzA4Q&xI<^EqXe#XesvlPXH~>ir9?}B!3V#Tz@NHN zxl`V509Fh<&f>sE`cnux(!fvqtuo}d1>|xJpK3n=KH$Q$97gxw#*ZnpUU(6UL#HpI zT^ublKU0GKS>VB`qB2-Nl_))t=42zcx^ZA?QJj9QlAb!!43RI=oCue#ZiZ|0_n0JLSiOn*?{!D5{?KwDx#s8M;^JKB;`@B@zd%X|11^kgPyfAIJn#IEbl2onM4H2CQq!jk!T>4J4P-QG;~loWt%w@fm@_8cV9b4yid=v6z- ze^l-zpZ#wO&9S#2!xclHtO6MPVBRE71SQBHwkCsU{Q{sXOfFMxCfH^~{e-25O8ose zYZ;n%CE`2a0KfX)#uIe4z4{Q=D-5kuTwGjuEDfH(Q^^h)@^T2C&~%J-FRm&#Zlm7j zQue1>eh_&tVVkFQJ<%i#=DAhDHmuX*w&L-TksRZ{ie#o;)^A-iS=BRrSGA8UW_NgT=w#3RB$Q~4##RsqB-w9xgWLN z>9=N!Jf!yDzg*hZ>VDlTHGJ1;G`OV{ojbiomux?`9BhF9JV#7%iG{zqKJP8t!TyAN z0li$exi&giQGhS*=Va-Pcu+fGWNoHqe=Zf}^~+N+Rxeo@llz6Rvp;K)$}<*aJpi$ita`w8)!Uj%reiO?jG2G z6;;Pg@`r(*&lqEE_@~;nN|}$+I=Tn-R<2r(;Ug5-ZjEkJQV!gHp&RB+m7mgwbK;ts zrNC^SL(3H<4U)WNC!U7c;t@{9s8)j9E24w}5LUZD)XWbo)EfA(pTxeg6-&V*GLcb!dfEisZB z4V09UB1=kgS1#8hLamV7D+9IaD}-b$@UOJWu6YHXupOd+vnTFp@mUiW0GL8%5^>g{ zGcIGWSi|T=0A`x)B<;U2s+sXWaT~Bj{!xsDdwSpM&R+or2?np}1_Z0yTeu{V3PK}3 z@gLKO(}oLn?C3Z8|B#9Mev@f)`s3JA5(P@~;mQv#&_I)+Lr{1I_cyI2$oVBd)&hc$ zv5l7b>jQBo1e!9O7Tbl?qAQX@XLSE=E-OcY-<}W>4K>}&9JPx09fbdZa8~}SRxAME zPPAg6?h>5Q2>IjmOJaQ=Y0-EbN@q&Wycx!^T2B+ud|~jcIP!c=EEiduE-`)Qsj&A_ORj3iz+}~{!RY~#6YWR%y1yiCeat4zE_~8YDQBp6 zX5hFgb3nKV>kqc9f%TqGn1d|5rz7dtQj9kNt|hd@przKwB%AzruX+Iw>8u{;_oeN9 z)ZE)tZPw4QqsFYX-l&GC;T$!ewJv=^|h}X z5D_YqZ=TjH@(S4_(EfN&P?8*2rZju*a=m!Q;UYV#n1eaNkA0_vTSOzi->`C&@fyCS!!i zkjR*1ii}C2q=-m{C_~XiA|+`gqEJdniU=t(H6S5U5sg$d(ImBBm;1Tbv-b3?y`Hu2 zXaBSBwSM>deZN2I^Lf9o>l}{rIFBRm=jM0iN=(3(ft#+plVR5X{f>nt@6X@N59u{( zoBeu%J#n7V;>wkG2>*i@wfc{mYgS9mtS#_^#4xhC)}m$dluvtBGMM|7VD*97Bq{FS z98Tm!frQ@A`@56V5WDmTHO5)~R{`^i4oVD`MKWbGW2w`<_B}=vGKovu=rPkzU@`3Y ziCK4Dc2#e^PcOqF!Xw^T&PiJ`eTUAt#vHe^_r`YFC5CrXM%qu@7V&=aUZsPDPo0cj zxS5WB?~ps@rDf``m8G-P!%M>k#5RPD__n=b>aFtEwpK5uI1_?iw|c0`9}x z@GTLycIMr?n)7kTz&G*_-rm2OlQnYk^_(-Y>DOltxqebw;`rB-@$vtNO+a}%=;PO1 za<3_}y$Ziw_ITB6wV@}3=q=E5 zf5);vv79$o!zV4QeB3oJvY;VvV$1$6WqY!Az8vLRXQcIJ_&Sx{&5RajMce;rwjF*v zVxeo)-aqfB1sBM3=^ad0PFCGZHmke{`Qj9x30QOz)aLNP>>H+uR#3F*q6ua=9R2wJ zIA8$Q_Xc(krn50 z{oAqQH;o5gPxKVHCgmO+ffy!AlqnBp-|$fYT+^z4^(Jwk%o<>iWfh-u+Kl7hrBH#y z(3m6ZGb~-LW=VKNgcVTGlZC81_|-;Ke23zev|jn#oawx%B#LlxbfWR-(MX( zF43W~PQUT>n>HKEK15nv+F2jOsDGI<5g|+eRZp< zEtZCX1-02Vd_)aM1h?-h=R1!yO3vMFbuMg}dOJ}dfs=~I692b0r}MMH2g{=swC2x$ z+NETbu5KayL3Z({R^s0Z?hAGLaxYXpC(?=w7)|co4*GJ0gFk*31)t>XVNUR?SuIV- z^QaOGA_hm$+R^*J0f27YKg9O`4Tivvvd5wk&l>yxL3JnhjvbsCP=!qdKBmwBwB~zm z=e?5eT^3kFcwPnD zbv1x~A;G~44t4t-M*f@l)=raJ^~lH9*Obc6A3gXk+vqAYzPMhS&SHb8>?U$6>OKkF zv4$9sXz__6{#Sykc$0s;4*r)A!Nkx0e~b+L&(u}_HT<>z|6~6@kcPy_= zW?5GY96}7FP=Z>2y7)Q^4P=c}wzw`ZR^AMcT%X;XecJ}x{mOuiJ_N8<3%2|9gvL^a zXB*Dl1CfL8GGXwatmmSi4%n5{{vS%LIdB-S>ETb=|3ZK#YjXNQta(cAm0eGR+%86$ zSHQRLf}UG3A^n+IFz%k{`~e$lXT0j4HSyKJfB&(2)xUNmxP%SX4B`(KJ2a=a_&fal z;P6s(Yi$SHDlZtgSC{eK&9`?!Uekn>xtQA0Al`)ycM}2tGj=sAot+@(39c1CShewt z$fch>NF%U71DIt@Y3Jt^ygX2yiEQJYn|CR5K5vfap9MvY7Q{~h&}56wx^?H_wMEZf z2fs{b#fpqC7xYEy7tnl_hlA~%KjOz`traQye?S}PU%nBTs3CcQddz~q;>wqgWmY1o z0Nh*2MCW!t3y6(>YX<`S<%Znd>oFtTu0p-`Rv`bILP|t>;=RZAbyLXA>0mUK&CW8b z8}^xwUcI^)nizAAZD;QdY)*y8dUnd{M1S|hoHHM~+CR9Ov-OsAQM^{bjQRV5&QCdR zb*$@AtI)WBDNp&w8EsQ-yyO4;DS2gYvAJagZ-hc5Bs|>wT-7}d^vYH-qpyp*oDC{I z#roB~hWl^R#TigYiE{W=Hn8^otg|zA{`}MD$H?Z5KOH9R?P$Ajz`~NH`MF=6#GAGn za-K7)uGsdCjkkg*2>%VBI@e15C#O=u6@qK~S#A*EWQxM}|+bt7p)$>Pp z^0;nHp;Ih|o?wN(%bRzRH#|gvA||(-RDtLV3d8RLkD0Y=y#AqgR!XBsSD(vk8bNu- z0A#E3{}o%&69g$S;XfIR%}{QlXV01ij97DQR+D^S{gaXV?glbWFHUT!Ye|@KtP7vS z-SUmrNXpalxjXZXhOpLQ&nD+t(rcy%LsC=j854KolT-6u6e_OWw+D6N2z^@rlZ)ZU zkq))r&I`L+cKyEPd;KjToJ=jRxm~6ypx%?px={=y!p3ZtKen*mCt%;dStaUqcZD=O z9dYE~2>LT<5q}2&C?`x62WfD-)$4oxuZN<<7c_*t+F;yL<{+-7Amdt9Jg6%s+`dZu zo0F&-_eLO6>y1ZUjf{-kQ98nUH4kWK+}ES9h(;3HUbY_@aOz)#!M~zx+qeh6-n=-g zsssfkuuS@zf@mGDKd8;lg_Zn~Yl64YIhI;O0DW`HOXycps9kE_ty~_$#9k1KMC}sH zbiZ?{V7-btOM`fCo4I)Zs88 zcOIGzTq>dfP#BFPs5-562La$SI<${ANxTVqEC^V{&E?$#ANNc$ZmvGfL~T~e#B?>N z%Q<}n>+E}8qQhs{&O1uW6560t9eU+TvD3~zSu(^(hVl^=6K@2fz_#sg-71GKxqDlU z36kZ*@2_`TL8YdHa1b#4NG$>45%|iSws-yfq1N680r4FyhkA+|spSPjo1$2+orZVV zAE}1@iGS9;Vo)p|Wy*}e(_-=#1J9uej_}9LMxQ=>;m<>NTChOz5(J76+NgV6U}p;h%YKv0 zv|-zSm^bk8v6Y_&7o39u;_&KcGH+RM<^Iu_py`P#DDd)rs^+>xq*)KI*Uf4*W_=)% zR99QRmOe0kf{eyWgY3$*bTP#ih^2(T}i#W}YBwigKA579V~9~(+gJlLc*qcLqR?TkI)pd{hX z&or4nhNlEQf}bHkeO`?fpS_p?-7@jVm^q1c&xX|130`nZLLp~2m!^+9$eFbS#Mwk| z-j8Wkm$K41;fc)wpFSJMd+$GO;_Krhu#ARKhsIDb3>r+1enX4ZL~?&2i2WkS2_%Z4 z!M$GOEOqSoCrONA3F;&NeK(k!ZE~97kW54xWz#G5KjmV8c;j)GG=h~s ztd85wR(qJ$iK?pxqIl7QS&b_M73&}U?&to*b7DJ$ost);6RLe16Q@d7MB#a7fAw{3 zv$9SJWT@oXZ3p@=j@!&G8{coKxaYP^-4;^C()NitR$QdN;q_SRI+Yw*1MGIc+@UV-g#hnv<<|Hk{1} z{qa^k-6qk<$jj=L-7C9g*AE(gu>15ub$gaF!ly2ik?Rt+fh-(0`9_5VRo)qiH3M3t ziHq-yvbZ(6B4bQ{FDW54Cme`0G$gFciFG@)wvgcNLt1+b;j1;QncVyPyTYgy`YUv+ z(%dSx?jL4l)pxbaYgy&<@hGl58msaV$A5iIeQCOYusy>cESRd;+TRv zi$zRW`D`e*(Jof$D5Q`%2pDg6kAZ>#D5o-fs#tVu6zh6;#+0lZZ>tsjK`?qP_Bvv zPg295kq<%+C*_?ck_&e%l+{{SmQEg}bU$j2mx6oT6sU;#0cyw2s@qKuKy(>Zj3xdm zGVJ*y#PA5g&DY4*aU)wPPPCk9T`6HfXPUt+Gbwa%5wz=%)@zjNiBXD8rY;nZ zjrC!vN=u#dQ-;r0Ogwi)L9ECMRV_Axy%gGiD(2IE%S)UEczcqJEiCZFQohhv<`BKO zFtfjg|JUjGRS3@pvhxPSH2Ow;mNIR>21)86`>Xl?Q>`n9h($}}q~E;J`P%)@bdR2Q z;}?Y_F)*rPMlaT8QB9wZ+yGyy+rWYDUDfM>3_l;Nkdlz$aO04-wy}|t@Kp{m>^I?v zp}pEyI6YC{3nf$PFrhqzc#)8OMU|U%&c7c6=YJjSQr^vE!-hlrYxpMp*=Rg^{rbtPa>6l< z?MN<)&=wX}h)7axWbq}8oGw|<<-@sj4le>7<`t0X5)02MDmH!c%n8QQmY04C>CrEy zk8937n{d}|IrSL}#nvcCpx~>0RcE-+>V>%{kqCJn^l`ANsfP?T0iOueIfo%LE_CX^ z2$lDI(utVQFP06qQgb5^|RmZ>vt|TR8DTI<(A*T;;8RP}FQZN6{g7Q_$DZ z8G8LLu1TRw{F8_pyJ;}gZ0m14o5{5I8438!lP5<28^01<<3J+`XKzwdk-$B!kb)@7 zBCjWoj*h1<%wo--{|@qeN&!STjjBJI8z&e<0|yQqrPcl5@6xAGcxP2ODK-_ro3#7B zhCkPDzyQAM688f5;~U`uhlPeNfGoZ0s*W?Hi;-HJH*Hd$KK(2j-lI?*NCWIvx2|-g z0KDYq*SqV0sTwg$KEtRHXdi9sX$TBOOjQZM^*RGt%R6)7LUZkQavCY{>g(c)DI=%J|9 z{r9h5-@bl*L|tTwe2O8@8dha0{7J=_Yn8K{)cT+}GLQg{hQf5OsGY}VfLYt^yaS_$)Vsw(#5BzdbU{Py{0b#c6 zQ*JKH)q8(t$Ch=qv5;|gP_g_IZ&}m-dl=(1nv1tgn;Zpd)3%ZT3qKp zWB)ilZ{I6b4WnB9o616k+6soxx>Hwb(8we4l|H*bFAs*d{O#%~;-dSuLuB9FX# zd)-K9|JF5Lwy%#saITO-MiZw;b&^1c6|z!D?j%m#hoE@4?r20cd=&t1mX&_{CTyNI z5e->=*Qex5j!J4#usrwxF9)1Kry+UmUO?G`SE~Z;;nj$U#az}d1E!whLiMU!xO{mi z%I<npnX+Wanz{Un7f|(P8b#WDU5rK@Q}Qgm!{Vt z;^m&7x&0oN-SkdDh%yP2YP5(S29UEu}HP=p4a zVbB0bwL>IY^JeS92$TWpTENij6ynknA*V$$5(2d774kt^NdSkWxqCwQ0d0KcNt2G; zzdwUKR)wgJs>R*s`B7i0zaDf zV>uYYR)Y^Qj}yc~i*WAXNEWchNe%R0T*n@ltT!=fg@hp` z=w-h#j+ z>?K1PvsiGp6} zYS&ieb^Y?mUEF)J+)$00b3@v5M|fdKzN{Ft2?vjjyg8IK9s(=4S61#~7qKhyG*1Z7 z(G(66Q>zKo5EJq|`~0NxlK6xMn8zI7yuTw4>}%JIsHYU8Rxqs&1?PY3HKqEgd+ zV^-Oziedeoi)7AY9<>qfo-p19V>#jID51=ere8aZ6Bv>@o*0Z#E@?!r+IFJM@_q!2 zdg1y`-6f^yHY~u`*BQcMg02UFXF|FyCNW(Gsk!js^AR7Ky62m$xUWQ+udRcgoVHa> zUA;nF4z2E@oCe1gdPNi?&w1?`Jjv77arZe;G};z5TU1kS9QbWcWg^FUrEPN34l_P> zEzA1AfuZP<_I)WtU1*00V^WUEXM6C> zmPg$ZkwKFrg@YNKSQo7qG(#6xMSLwOX)CG3shSrrjwVNb1Brxn^uhCNoE_SXmz#E| z#CvB$TzPxzuSqgU@o!s_iWx{quSE^aLI%!ARWPFH) zeTgKsyRt-9O9#C*ZC%|X?70cGZoZ(5_T)P|5O6zC_tTvo?jnFQ{(qB%N*e6emb~Uy zEiV=I+x6<%+zRh+Y+juRWS7CoqFxUAJyb~d(>t@?6~5bWoC6sUWrJ2&XU(JitpYYU zE~SBOHeJpWxb4_y9YN$E2y6!h>xkDiN_yc(ATJZvF7vxZ>ZY>HI;v+>RmUL|0`LS4 zsvlvE%5H5EvkB*eY7$Ye0SuVT*Zx_E!QKk2ri9HTs&3D?1``~bZKqD3-b%41H=8R& zog^f{M(c&Q8@6VCVo1{9=Om_oT2KlGqXtJlefAVG;=!9pK1Bok;BC-<^A zO!v+9?VF6l)(H;TCH8EQUgX}jVRGU|dm*&EKy#pLw5I0h*1dbHpzXfP5mBaR7pjrM zZ#pc~{L~RNljt*#@pZ)+OL2+M57oJfaX>rntMJ9ZZ&;G5W+vQ_2uA2yNl6eXmX(up zWg<)OT>ywHbbEnlo+`{+zPu}^NCO8Y{Qbo~$?oK-t zX^}482-Yj`I#h35cr!vV8E>pZckbNL-lX)V?qgO~yQuI!X=qem3=W=`9D@#8e0=;3 z%xi@77m8wdwDuK_HTYa`$YygaK%@vZc4fUaWt?ZZ@vT|k8jLGReepSqFWE1ZKFj~koi>n5P^)x^;MCbT~6+e{_+S86S zP!-7+C2vs^C}@d0g3g9?tU+fU3eF)&TuC=HG$6Juk!-LvKrdK#bT7=Z4ueIkCjz%a zWtUhk)enwQx>lAni;=(XQ)WKD85{TIlmiP;2z=aC!z+J;e}PuO0EnaQ~C? zV+8t{^phwncegY$H0;FN7L^Ur7n$qB5fMs$WAqOL=5!eQ4JFq{Sy_GQd*)FIOMLnr zEqXm7W`7^aJ9M#0j+#0;-MLaTMM6MUN0FVG*8;m}>$}LA7b#JkI1lkvffou05J5gF zW@n~|LLL^KbXCWgXd5OraR+{nMtAc|MTG}~e$g5sm2H{>UK>zV7h!uvJ5P6QA8IK^ z5?EIWY=92K?Zrw38Vut%+1Y1#L$~hS2}O1qb^kLyJ_^^rf4n(zxYnC?G0l?;9Slz&F3 zOv9npg_azPvawp0RLk!^eAq${r{%hR8wX?n-cNS6w)IG!_wLn;&*+Mbokgcz2f5oI zSNzr*utqhC6aiK7P~B?-0t3@YMJi*)oZz75!#x2ETt)Ev6;e@~zkfyj!ODA2B;zfS zC0%w#`4CD1CypQQ=AVcOiVbRcwcpXa#`>0aKwd6Q2KZG-H$ z=d~}yHy?%LV2}!Fn|{$P4uI?CtP;OUVVcX~q`~gF`@!*Jm;y(|7xV4J3jv)$7CBXX zU((ndBh){$$eBC>P_1g7I)I$*w)I7FbZ zMdXEV#l@NwCKvm7in}4k?UZ~ssNVNjTAHx^WX)uxL+0wQFaM!kv-;U|FDNX0LMNs& zWlCM7DYws|#mG(*D&8 zN|%CDN=S6y%gWNI`MpfN9{^6gdHlE_gR?nFr3#ONBa}TeJ;NS_lm*yc7Vy78Za{T&dUh^QH`Z`|+bchk|*D zDJeIO_$?qsDmYA&il}0bY)7@xovS)xgl2&{a{9SganZ@XqPKnv;0wx|bZQUCm0bV+ zHSFnTD4ymn@E2j=`w&8hX<;RDfe#AUPl;nn(R(u{2A$g7JnGr;bLk92R7Zkd$+T@o`Mh@KG|>LQM!MHz%)DX8gYzX zotxs3XIs-58ESE8p~+Wrj4w4I=Ym7>D-Mje0>4=B1lq{RRB;^m%ipO4%{FZKr%mpY zxbKJDw#@LS)Iot9ipw4z9?Fv+xJgYKH|``3$5;^uFA4!o_FGfF29Kxl>+b1Z{FD65 zeE!j1&ECmY?&2Lidv=uQ85$iuf$C&gwaxwA927v@ww>kXf%i?HF@xUqyh56aLrTpR zjNEkVKNj`cKsPGjMFoE^uQ{}9^uK>YR4`=y&#G11zL0F{}T zigoldwR56aJ=UpT5-1;c!+U(c>qhfly^9!gO0mg5xjGZA+sWqdTmUtOG!%DAGmkw> zH)=v10p4q7VloHRmM%3s)BM@<=QkJmj^49>e+fNu97c6?r-7VW7K?h;HGB^Zob>Db ze$U_ZWVg3{IEf)6-@+Qi+LzL7s9Vqrg3vN8ufBr^kH3Hb&03-awXr4b#IKr~%g2tj z6@7zO`tut0;KaD_#k9P6T3RWK^^f=ZeBvMW(c{$0;M1WLi`Q014dVDeRgEe@-ZwyX zTW{>lW=l&;i?>d4U9x=n7LL*Vy=9s}%Ifw_Yc4Obww?+QhekC3Jiiy169Q4o`z;Bj z1MxxtiI`h84p{i|q7b1)es_O`(FHXdF9<{3pT$bx|PCgJzyF#y)V$>MV_tN zsjIr|hx&$wtv=pcUk4ppxMEyl2|R7S);dGOENV6;QRl=y4?R*kZMI8{fUMcHd@7^? zBO~mJeA~`H+R~5AsWM{3QN|$Mzek(SzsdXJb@W(NfWqIml9C1VWzFmz<`1G|4_44h z`ZE4>9*|q)wQE$k^Sn%-y#ogKLF_ZhOrb7{XU||}6Htn3DJzDXOUufvsGGPMV(4N2 z;UG4%yHOxG;pW!kZ$;TA-S1AlKKpWFRpjL_CVhy=G~b|YzxwG9O53D^ixw<6M&XhV zZ^^m)H0(e)F%%)~EPirDGTyxLLieFtdJ7Uu;M!?)FfJP_4g>Ykc#X|Q-}}eaD3~ds z%e}{}eKEtnX{z4nUTsnF{(6yBj}Gs{_1v%%(7mdQP;C(h;)%`Ozp5PS`nx|}3HWwR|?Mi$!$0|XFv0%On7U4_!?TVUaRa{~g|wc-KSpfiCzJ7E zvCB8ucJzr43BQ!Qw~V|l-Kv!}CD`trl=vi5+~+%!K8OZM>;{>|bzQwl*>gq%1C_V0 zU!NkyzPG-eYWKD?LY-u?sUjRka(NaE;OE-@iZK^7f#FjuzYAE=r83tT=V%%tCH8VX`GMrzKBw zesNc3G4XrL{Ms!YVv#c}g_>;@98lWzOvRPdLae{)Fy;as9In54y1+z`}*|NJg{jL?qg}W5?Lr35k*0ckiA6bh3!~!-R2Orax-f2)l&kf|l!iu4)JhxZ};>^${~_ezE5`TSk(r68af8llabH&@oxJx7I0 z0Ms;MZtL$_%;_?uFWocg&huw4VH>Tjtvy6Xxs2XjH^z6g-eFoVFK=&wQvLkdg|Q0= z)1SygT4|3RWaa>C%tIcU?A<14%tI0PoH45$f)|lcwgzF9?a@OT#^~u7%M{bX7gl5X ztY2ZjfJ#olpi9;+(x{!)CqX{hlvjM+=s{!Zwec#|dC#%p5Uz04^_G^FqLW2>Ns9BY zNsSVXJ7%}sn>2%x)R^&7={bmz^>U2SO_I!W+)trAb=tJA+!!n@oZ(k+lzD%h(Jp?- z;DiLZaOu+d_Vx*yBf_A&h?x)Nxfunou>KWN|a7 zqeV`8y^k0~zCZP~TIzeR<^-rFVk9&7Xs1WQAd4e5+e?8lU~A&!6GC?De+C5ta7A%e zl3oRdgkY3vb6B6>`oLfB@rGOWF1xS@#NTXn#2mr>&d)@Bb=g-?pFv?Vu zm|CteFmUB}T*O#_kwvfHr;Bz_Y=A=^0mkN$8Zj_TS*WoL4d=GV&MLHF@BV_48}H6=M9xEKlf}@(3o#ASl+5PRnC=YXlfqS zTn7j!!Pd`Rg#t5-@%uaT*o9_aI10>S@jOjfIj8&GPk$O3 z=;;Jw2^fZpG;c=buU|((LWYa^NO}2oiRq)Pirl+SbW9%--j<1X4fP7D-LR7{@zAA( zp3RS4LG%&`Ki$j%uE4w)#fJMn>1s_Tn|Cyvr8tuxIkGK(?Crl>XS-BJMy;Y=fJV@? zcr8-a7oJ{;SJ4oa&vS7q(8$%?vrL823mNq((IW#MI%^#g=7IkPYaKg!1_X5a^76cY z?leZWkAa0qGE4#_+LL$R#5)G>V$M*fFAeje0hBZ~HHWlkyas0`2~z;(RM^&JSbuO8 zgdt%PGgLL!u;k%G4bFWKV==jp?~F`sb*}32T;BIRk(w7l=M=Z=Yb#EDefB{`-A?+` z^dd6ldU*8d^%2+k(AvAu%>Vh7sc*Lhx(aq^b)s zo|&&-%To2sqwfa>0?`+UG9JFN!b+R{4kHz{vTxrU6*#a){`(%pKQi!4cj(PC2-CgV z9n9XDW?LQ;JqoWRU^ap4ZJ5^q3uzDzRh4d1={Fry{@y0&3iE87tGIEl_Pqa2*rHnh zhsB2TibWuYL|OrG@vI$H=3ZyyATU8XY!h6VgeM)CobWci$ZqeY<`|Vc8aocP-~o;p zF(Q9}<7&BxLI+T?{JWBQ29}UMj`exomTFn|x*>XGxw3Y538j3CQ|He|Ml0eubAlph zDBe;GYm#t?5pyizIsu>-^}5Ei-|g5~XDr_EHG4AjJeG0}wruKmLH;-$7Il-SC|X-ssTQ zsP3g{k?t~SLn9lBX!HRCdQQzakC}-lL0?Eg99Xhvx@{Jcz>h8$cUZS(&pSk#d<19i@>q+rG|39olnx4IT60^V;Zf=ZDt?`jDp%U?EcD$9l@}FD)0a{~T zCkAf}99%&}h1JNRLxh4AGJN^Z zIS$omyAB-=Q{V#{56wPyIO%?6{+gOgr(>J$bH!{aW&He(GSPykFN|QtKLgU1CSVogCWh)GwKGV;PR9m4|8(XKJFo{I8lw0zD_Z-sE_6ab-U4} zJD_-o=r1on+xp~#v;m`r4s8V)b-ucyOI1IEn_<_(X9x`?H!EFzEHs2W) zmFH7;TNOho+-6ZAkqUazf5OO-3+C2h;o6n{gZmH!!PmOwZylqa%NaYN_8sQjnb4q~ z!7U0svEx8_f>DNB54Zhm6uYf(-HNNaVzkGJv9Fui)5t?*@#^}( zxvMJE*1jy#+xc;^IRG|jfzzEkQv?rV#bmy^$c`AE(aJgl?q255)#C;r{Kh4w7sil= zIfJ2<<=PRMf~yL#RW<(N=Oekh8ygzFftl73? zPwuBryNgnLMR#bqm+~g!_IZhQ%DDxaRSO$xu7*`hB%~K%K=S78+i1(8)YCp~gO=3fH}Qm?YCz@QQJ)6jLT;0~f zGw9Xq4-4-Ryd4EGAamEU1BgBq80f(W>-dlNBx|k>@x(VfGgEJ4*ZJ7~`xW$+}}PSV3zJ)LcguX+L7atH4>~ zd#@ecLF>$!GkD_tiv8eIr?FbQ{^oyNpO?wWj!;NRhr%S2KhrMCCTRQGFE~PcWv0Rr z{72)3&VfZkM{)JRk2!o(!6axrk1-$k_U#)yh|2`OFxpU@a9fsr)~;SN@?g5O#+o%} zvJ&=J7iuvzgx>#!uIdrVL3K}m5|?-oRC7_U@7SzJ^ej0xzEn9XNA*(Wl!Ad9Hvk36v zl#p8L%g@<0+nW0fTCm*Ef^zBW|m`mcJzlz@D}(U zM($S%+c;XsE`6098H8|DIi>~didggNA?5C3l|>i=e1=l3Te)tPvSnN@DW}p_?8ot3)^j&`mcm|j>XLJ__Ss|^{O))V0QC_|#(cTUr zwNP=2A!(-b3C&L&jG8-WE{zl;3Gpi33z)z+fpmY*&z}Q=aQ57}i9?4T=3ge3OvG%^ zjOTd{UPxN^0Q(dWXz(_`0a!aU{Azs<`FLs((RYGfsqgq0BLjDf zOLweY?be+;$JNemDP8DnlDgY@e+QYtXoUGch~r7aiEWln+s8ik)rcrJDb&eKq0Z7{2Q6)IljEA zjUz$bgbOHonnfXp&z~PCn2YdU2<7tR?AD$2>i;IIH09Sh>|PASxnHpPFlXq_tr7O1 zp0FG!bTLLWVQU7?-V>}Lc7bOLhi0yvurg;wX#C;ulA@xEtU)R(D?{j=099Fb(4do) z;9m(OyY}y2Ky5i;*B1?uvhiFKj5T(i@N4V@?nE$MrPu{^mR_S*Uq8XG{>O)5MF$|X)`nj6E`o2Wk@k}q>z%N7u-(S_$uPm&4`r0g6ImU zE^1RMszUc4OFv(@9#lEKK1y3gVkBo_^ugF3pbCrlKD%2J4_v5d2h7;l2}BXpnEB!a zmd^yCh1)A=h#(2O;4fez=vFu(YVOX73`!-AJg#j6?nFn=CbF`>)`hvrgxYvl>f_Tf zyBRbVi1r>MVk$2WvLI!T2A<a+F(ky9FFPBEg`Q(RUtsNY{?wY{c=s?Gt7I{zXmT+}ua>;;! z1BEXzEy!GmtqLz;(If$^Xva&Z9Pdl7c)5i95JqVv*R&k1< zTdm);N$j7Rs??rr>fzIt>MLND!yrzxltk>hQ4Ky}-2yV?32c?S86UGaZagF}k77=- zia_{`Aiawwh6Z#!Qe$%drwLT^gK9slFiKfHqIU;}o?>WFS^1ExETwkZm=i>-5o>Zo zn{ybn%d)E|no0UE@gCW=aAK|;M3*c{ZT0xhwhupj(?W#@jE!}Wkt)}a%B8>fy-)y?0G-}i#YBhj~=v`mu2q2xQ zh9+nNM^g~Av$C_3*x}M&vZ8*SPeo19T|4kY_6+9v>HBk~Y+0m-Ry!0K`9tYueTvr6!U@0iIzm-W zxwn)&!@bI2HM0KCpUb>9L5E|J7tG4Hsy5L%F}rB-?2DI3I=c{4&Si6eoxO)JskK9N zR)pw8lN#mLHs!jF|(?!E)*K$!C&7VAw4V1<{Cjp0fpT1^6XQFd7if8mJo6mt_OA(@q4L86meO-)LjuS;~UuBKU_SElJKwUvs z7jQJ~xuz9OCwZ(JHf>U1deK1gnDQ)g^x%@kFrzN9;l}bo5O^(8uAsEE zv>N$=k@~&mm_|{uRskre?Jey|%QbgZlo7?!Zc67~ClA%%zMFCXS(I0l9Wxcgbk76^ zMs4q=TR-=>n_B_>gAH93e_z!7Kzw36i|6FR>W12Q_~5TUf4%?#sdtXCSnC8zhA(qo z;Vv%caL{g$k=cny$-Ah}1p&;a17)lSMd93B+}%RecGTH9<}_zkng+)3k zM)Xj*AVOrLg+wZ5sVfcd;~GIp;1<^&?nwOpia}zTj_yD}Mha=uODRmaSEqq}q1=Q* zECPbv|08?&^{rVqMifDzag!NcGyc0sNdP6J zZ@+$8F=KY^YUpCrUbZp4I514jCzOKfR&?}51+7beo9-(f9qpXhpYV1iG_+*K((7r@ z$Llt3;a|Zr1mQ1aH&8SxfFuM+i0*4N*fyL=ZJ@12??o!cwYYcqIAj2bIZNmzfIs0|Z#G0{+n~!0qJ8D=;m3 zbnm{<3-K*}y9w>+8rBQDeap_x4IqSU7IUwGwfr}0ET{%e-Q@`G@T;z_&p-~Cpvfuv z@FfPo*6Ox!?c&95qy)hQBe!c&(QysdS-(woGO)LAp3!+10C>DrNf+YIvu`aH6|V{| zjjn5Z(qZ%ZUF&5x?Un8OUTSu~`MI+5J3k)#zZ>_9{BrxN*(k2 zsL@!9Y@=eGvm*@dUJ8EIOFOrF&-vQ3Z`;^AyqWx+E8(B&wZLeNhxHHy3B)iwd3O3uESX@<-U)@px@E$%K8^q0^@6QwV56pBH}tYKI~jE7N2#WPwY}C<$aM*)-OP zug%_uA^jRkjPU3eu<(y)US84BUAN-?aJVs%tCa9`9Y<|4nxzA!F}>Yb0qQAWuf`ci z!psj|TeZzS<^2rL)2BzGnl&0_q@}Tnt|xW`8_(JK+0Wju^sZlNc7Y*;6BxpNe09`Gkx!9u8?Z?+RXW(Z?C3&fLd{=?D%;))D!{>Xxxpng@)~BGqZ=ie349X z=H=!Sn!}(=!*R&Wt{c#;+r?(qlV34(6P3?lCnuzfh4cAlSPZBdc%MK25=9KrPeFW} zyj-oSHJf?zgh641x2N=7d$*^DjiTCy*P3>ef0wBAC(a_b#Ez9#)R+!snh&2j^E_>w zXmUEWkp_wx!H|`S)bD`BzmGjy&;0HLFU0%QsfVb6X;MJ->(>u2Cm-bMoY}D15WU74 z=K3_&$eGuasswddL4pr}tr7AZ5#d~7s=56)TFaCK+h7_Z<)CgttDQ(8YP@R+rXN=ypOTpU%QO-z%? zhgKXves!Q~>Te4b|JUF5447pfP+e^qo33YMw2WLsveo@#2v{QiaIC@clP6bMY5Bk0 zoY3634L<~BId>uIkYRRX%^3690YGwZ0OER&Srb$|&N*EDGk{G$oSWS%hTEr((w{ka z3vZVcx)~-P70xjrSJ4A7)m#JI3(GIDp~3IxKx!LP_92A#6%&cv6&ud7xOGHU)iT93 z&{B0&%h)kv=3UNUHk`%}Nnv7O60L0CWR0+a-E)~;KDMrO)un+_9AdF{Ew<6Qh^*aR zeES_PigCG9$ODntP=gdd=C+ta>Vzr9WEn{tmDY6V}Lv}nrW$?f#Cg5BKQ zGFt~Mk`6q3HWe|frIwZ|@Pdl*a8lxG<7m_~A~ThV&hCBt5`OI7Hc3vkD%4BSV4C2$ z5TmG16}5lM@?Nnfb0LQ0fBR;gR~Ho}uIbV=F9u$oXZ*xNUvL8LsD@iG3dg z-WUZ@i6Y)TDIhI)=B+$^wNvseRS6CkY+9t#c*mZc7Y zmS~^XV|?b?)Zb_Q{GJht&P=l!!T5Exabi_t#Ls6(zRYP?{^LhxaI@GJCK&P;cM-`b zkO`MXAmAo^^8sujT3A%fn7%BerH`y^&}VO6HIe--{0ng?$@2uKE3}os5#D`_tfgqn ze#h;+5*K%ddjhX46J(6d^g z*V@-g|L=p;X>7}gVLJJN*SV0wA6=dyP{!!l2v6&j^dBhv9bhRb>so$#a^V!e`D0n_ z4}H6V(@ixF1#UfH2TkpU$>)TkDdNJHvUkN=Z~3A2;msu_CC4(&AxE9z8$&aC%5+M&z=&n+%{N!*=p4>8FM{-c zk;}6ODmW_>F@TS;)!6{cs2psex@L^;!t?lbU?!{Eo7^j8RA(5^$xUd?`#~x=&acw{ zTQNv?u+uR*rS7t_8gz=puVM>_<%(YR5=rkhLKooATK8p1?jNEwFK?yzC@e0v5FbQzerH1r4EzK2#QA;k&JPbB_jN`-b5FJEm~dIrbSG3~?7~YNW4MWaA(=-sSl5 z4UCEVx@%rrr37JAn<<+ZIZNsQ`;3@{uLvTC935CX#`BW-1{keN) z%g^9@4en}cYQ*%_t4&i&9p1E@9q_PGy1{r-A@m)z8mDknO=1oFCvELcAxeH|E8iL& z;Y+kQMzSwh_q;Eg-`lmRgH;}F*R z9a%)<`$I^1vPmTa#V(|DGIzM7K3>rNh40a(XD3&!GmUWQGGoSlg9wx0gA4515ArF> zCzP%k)0Q-#6GEhsNH+?X>6%9b2=?HMamSZ-4N4!~^hCHIi^tAVur z#HRI=S`y|8_^r-B&yCS| zI)NdD#4l9LdW={SL|YC0_9lA+ypd;&FuuKy><=$NJRVLewYT__+$^1y3l!@v^I=)PYphKdqPQrAzr_~YmMqWF=Pf5Ez{O?bY`gt&q-pzZtC^iOEG2`Ogw#e0mB-HT? zO(3h}GnY_RFCdfBGPv-xcr)!Lz#KY?7oSA~fa^bb`t&#rL_7JN#)m{P56Za!8y=&`{3{Ag=hW@)!41;! z?v}lMauuzptI!%@#RK|@=tBN=MSSgnr#JZp&xi%9_}8$szwUKomXgw9N^J4b=yss{ z_M|{HVKy zdF;(bkzGd)vajDT;b86diy3B5Xqb6A5CQZA3)X~uzu&ggqC@?)8fT)-7_s}|*T=`4 zH7|D~?`XFqzTDh{JZS>c8!?sn?c|@plR)I{vgpHTCQLxFRj+@9&e4%l4ZhTs-c}%> zo^(+8cuTEx)7}fO<;;>1v5r37J2Itick|=5RlW({PYN-GIAN9>7oGLs;2pmHp+FY3 zjKBSEl+%03IDHfxvC+gRXKFQ}sY1ovlQ~3ULF&ECls|g+KBWA%t&4MY?XY*gFIyxa z_)Lx`YGf+jmuurL>{02`0Z9y|60Nb-&*RIdaCVA1T zQm#<+p(wR(<~X;fNuceSnnqj4@TQm3i_vL4xLmPw%NC)o0RL{4_j;wkO!$!de&%Ws zd$%>6@an(t>X8-vUs={0m};#DgqKW<8Kew@@jr4mQ}@=5ets(r8=JcZOUJ9LUx1NHK`f)eK@oeNk=FA@y{AU9dY<=b`{b1d2I0$^ zmGVAppUmwUARIX4Dn6J^qB-znYWlUf_{!(dDdSpezd4s&uh}@vd)kds&r+#yK%{Kt z&!hK0Wa27bqct?#ZIcR_AfqKS!TfV*Y3Bxv(C4xScqrV_hG~`{>LQPFwO6`mRFssY z%}3Zb^YTT%0Pa4RSOrJ(EHPP`fr+Y1Tfyp$imzT2>F*4cg`=wXEn+JNv1L7Ut31-@zq&Wx6gZxq5HLga56lb8)9KUBmcl zq|+5OyFF8>9EOgDL7|$8B3d%WS%{2K$(1tJv?)nvH4d$^OC}viwU!WDu0hcxGGz?2 zR%Mq`*bVlyWpZUi?cdwznm@queed_a@AEwOeLwe;%zkH>TXp_G80X48?tH`gcQ!xw zj7FsygtY<)i#xI#iWD>9;0Ww{?9V5G<4Sueqp9$)vWS-V;;|NlCy4 zc25nau=X)A3n-MgBZwfU-vj8w+b;zsp<1$4hh)};WdS`i)7ahQ?1X94zCZ^jbPpm8 z!2F6fTr!mru33eFNDnv|=aAf9(5d`Dl`yA$$!NB7LxWpDf^6nsaY2Duj>}2Ejhf}- zcL`tKyRXwayPuw4RN1p6?aiH#kToe3XEIfJ>^ktgBpNxDT3K~r9_woGqc=1SEWcpY zMgmJF%ky1_HptI&DfP9}R;|DF(Z`4Ok_5Y9&e+-q!}<@t#f$FlAP5<;)S?_NJKfl4 z=am&%)Wn0GJB)}+6Sv&K!@y7`h8?t%U7fXmQDwZukS9L zurIyP;}faes5y~|xCbd4{QMJl`se-ZnmIS>^TW~B;4Fw-Z=>xNWIa(q@TC$` zh0ORjG5<6T7~^@d%^WpsLEAI)a7M%v)1Gk@7 z4j^S})i^XHyfk2~mg>8IRZ!(i5cb-7O<$Jea6?=R2}TCPk#7D#Up9Q6-$jp3it0Pm z4QfrzF-Z<~p`qN+h|seSOa_^z5e()a&O_N#jr&Xcck4k^x<6Uu~%(C8S$l>>d+~fL+n~W|PK> zS_5#1@jtahZlPlk%!zqMo#>v2RUjY${|M2=U=tCI{l6k2BDdd|EGV zOr8MhXG`1<*YfsCi3BJYRyFwc9E-D;_U{eR&MnK0wR;4TB#cOI1{+X3@$Lef5K)$f zILs5wNt}F2G~dYgZ3jp|$V?B;sw@K^`8YfxhVW6Gk)Dwm5+#%xzWCXnAu5xL3PV5V z856i;Z_we1Fiz<|+)_s?|5|_erT@_YtPXk%eFq-Eja%S%NuZBZYg-W3$v*NW9K@ho zdePG(Pb&9}tgVDb6#MTkwSif>vqU81CVry3T)ZT2z3STb1s*xhU!j^o%bkuQ0Ozh6 zgl-Mt#URldUdDh>69~_3P!cpA;?A(AF3e7;7O;x1?__{LAV`MDUZ$NT#Nr7mME-d6 zm@%Ksn|G990fz*r44*1TM-A6S*bK#g%kp4*`RnIpvK=KLMmoFQg##z@F@OZ zBa?L(AG{vaQhYCPEr~F&V)hza?V#q+-iroY2s3f8xf+;4ZHF|I0%MrapXg{=WoVIz ziu;8Fv>$HGuUJFj9q;86cUrM9H0S5AqRViK4k@}xP=$b{22}W@Sa7xbnj)&}>yfFY zJnlJV`)}c?A@@=fJ=!X{4w6tN{GsVGiT`Q+Xgg; z6g9C?p+ZpH%9F1_vrLtdT7O{H zKT*O0I3n3Xv1VJRm`Zwq+(P5tE17Z4>cO}Y|HeFZct>-YHUG?zju=Aj%h;>VK}@z0 z+eI30OPVCX$5gRpmwW93J|*8pe8Sq0VA>W%U5p;%IN3HlOP))n@ry4xPGU7;T9d3H zF*JZ9XDZEPxZilz>IE~7zn@O;1! zs`qmcVfQ1fEcX#qTDZC?FC@C#{%g+U+9`Mqtt7-_Z8M9y@KW1YFY}eSjnc|=CO3EN zk=i{C>*2TdG1S5){JV2wJz+lJ0!lJ;Goq$eBzgg(v@=YQ3Q` z+uJTs467Y&G&pBq-iY>-HdYGF&2eWKIh+(RMQivv?2(oY^qwJsRFJ%@fVwVJx zvaf2BcrVtU67_!Z-~7t2z@3aT5Q!)}O-^p^x6B8|xYDERs)VAxD){ols2>8V=gVI{ z(;r#TIjkvl<TqlhFC16u@=k?qOkNjz88t znkj8OwV!=HGsMnx=sgN3;N^w!Svwz8N`a^XuE2Q%+<| RYZ3#1q|06G^Ogne`ai1=@7VwV diff --git a/images/growcut_logscale.png b/images/growcut_logscale.png index 4f0667df5a7dc0ae163d7ccf3ddffd2a68c7fe62..d76fa8b4d99423e559f9d8ef806454f1cec291b9 100644 GIT binary patch literal 33673 zcmeFa1z43`*EPBgY{kL`9u*W2K?OwG#tkCUA)z8jcSwVe9iT`ED5!LUfOMEBDczxn zG)PIqKi0WU1wiD?~Clc?^yR*bB;O2n9JK|&xo&Fwq+TGLRm>YbzGK0 zSr|{D%vWBr2){A^&b$Txx6tA!RelLx4ofcG!rzygo>H-(Q0Om^|K^2@h3Qc!zfq{i zkH}wn($i?G=4CZAJKJtWQ8`L?L{erUL$$9*c;au?gq*S)Apy|+9x+;`G}mrrV55g(no)|%L6=9xpSo$--Z+$K_+jhpU_PCBZ$ zTdB7uuZoq)Apq@=fprB zvr*mN4R_zXeak5CHFU?_-RJ$q(oEYS;|}2xvDr)xg~;Hfq$Gd&%@hio%xv+^}^($ld$^N1}ahWd)e7Fq;zkTA5 z*g>J3^`<@9SUIO#=2;i=p9ol3PK}w}-^}w}$NT!)aK#wE0H+DPq5zR|yQKpxEd?l) zXPf5E_=#7_-`V?T4ZY~tVOLkzWy_am)P_7?_~OM2&!y z>KhudnMWu5!rL2z!^83;U6ms#Inz>`H*a3HY?-X7X?)R`!RT()gp1b&t-6BmFzm^{ zINq!&aNxiJUh5v^$|xo2fPjEV`3R46oBmingQ}V*-MOv{Fj#l)+35g9;O(hs+aG{ez5gUosIsF zme)9lgp`yQi`0`tGRgXt9>Y0~(Sx&|mz+aaZavuX`S~%sueW#KVYH9&Xv%R=QBkQ< z6%iJek5b%wpIJ-;e-CN8Y|vR2($$cb7^xV;K~GOlw{T&&T-X^up382HH5To~os~+O zmD8imarS*_;-aFW`enhlKe#bQN&0Z9(zr2wVzPNQ zc6fMLw$WcJ&#iO3JupQhDkmq$Zlo*3sQwkhp=_KWy+3=BJiXMFseXy6+dOJ z*mUDLo<+Fh?#Y9tjn;8yQrnbXWVee ze`sU!wjXubKYo~MU%I4=hegJN$-Za5fo6HA)ZNTDk0kv{4(iK@oI@dL&SjO9m(qcv zs;>-vaoDJw>0Xok;$lSyhs>WnwQ@Zp8r^T{#VUS$d8?4DuYl{5oSB&sbeu@C?r(}2 z8@n>y#_gQoCV~lq)#T;p7x}%&zdNlxKu$v=VAZxm&r(wlk&nonKmUxSGss=E?Cblx zl@W5g$!*)(+Sa`?@^7;57ul^n}m_xnuKHO8P*D_s(xfTl3OhFbV5hkJw4a+aC4U!H{>xp8{+1& zN2<;p>>UqGupRoYQg3c%sX3@UE;R}V5%N~DiHHEUC&3SV}R9trCG6oLi`o@Na;qU$?8*B~ZG_op^4V3&} z_4F7z&WyKnXl7?N4p?z+=M)rFML@51o*4?f*gY|tGaG{m)otQD=`U#6alTv$^FC|1 zOj6Kx@RDl*XOvPLS7%rBei9Bya5(I0-PgeWcHc6!uT{9rwA9q~c7_Gsdwc81^v9h= znYDfx92iLGcE5G&0ZVUPazX4~u`4x+m)(n>2m}>B72307$58NJo zGLeCC`pwx{NNFq>G!@PbxWJC7@u7*4YR$VMd04Hi zRLn)cLuM};1DTztWIRZW%Fvpgnqr}bNe6PtWZ~iOuUW91Jp7$Ik9k=3XN}g4;4sS0 z1Kg*MB;FY;!4OsMa8I*t?dz(HiaPUDklf4Q;9&F-MO?H(hy+7gTAE&wA0G)^xS}8= zpvV(rEI%d#J>avW{kjrEJ1i14GW zt<7NXmUy{D!ehf;Rr!uhZ}(Xad_9rzGc!}zK#W2$)gbxy+2QemMbZJndZS6N8yeKG ztQ0jgH0YSlo!xXc;o^zz@nz;;-!1hw8{e^G$1vuSes@)jYNF2lqH=n~tq6rE#m;xP z*9n@oxY+&d(Hp88=kao56jJON`JQ3kCgIu};JbbsV>}v~+J%R=uEqhw8ZW))gyPChIvPq_I%G-ZEdYxo0pP=qbQQ}i4!L}N1L5f>JLvLJC`DxD8#A>tlYFOHU61P%zCkmAORjZazr)VGJ@}0dKL5KrI_au?Ck8S$@*SW zlb-Byo_>D%Hkr767Is$Fkko>d@&qk$OuLwKDc-tMBMmuIqoxh1X8E5!CA_+fWDHb@ zbu0GUWYCna+IZr?(PPIdUm2Z4P>9OiEPuHqAen1e7Gp);U&cSVmU~zY*G&_~QxxU;As|aga645e6C|0jLv@Xj& zWyRai$YSzX@>C^$%ILsADPk)kfY*GVY68W6<@Gmj-c%r3YU}7AIytIlSjR}kCz7nt zS$3kYug?w(np~BX|3L!0F)1q2t-3v*Jc-WDJ>0z?7^u>F@45AxH%B~puo|H#Tq#b& zuEllnoy-&}mD*L45TxNSa01^hifz7_K)_;EQD@xf%t%M+u|0~>1g&D3Mm%}4&2f69 zTEFzg^$pw_(YJ0biP6YP|EL-gRj?nCJFY6`T$E0c-vKGPtp^Q1zcQ+?$h5UEYRaq? z+_@K*^;FPGR$o8TkIx`9K7Jn_`|peC^^vPc6qvtYftQa@7=CZmkSYVDA_Mqm*;Tjm8=-k`9cJ0OVj12$m>};LtSoI==ItIJKyWH6XP&GNvPFp)7K=GiS8n2L( zX0UU>kc>B2l=!}W{aObB=(Mx5b0Y2yKp|U?-x^R}XXty86mWcbb93{(d-r(dwwU}z(8QBJ6SUZs8C9xRT6bv9RYK`eEDMC8+Ad7 zATCP>sLmggMh9h%008h%wWc#4a2BdF^%tsQV=W63ZTg#ZVpNk)b8~Yi%7#ej=<0?G z;F-*yJ!AT_N5!J>@qV2wyOGo6nyRa-4eOF3Xa@qYt};Ug;|a9y6X0QE`#AjL$G+~0 z2(9dit|$_03!gpvjpxvzn(vt>96w-qjk2c(3%(=%nAq9c`ZhH+>0oGzoTevyhuTZ{ ztQ^U56!HZinJDO`A zrG+I_Ixx1S<@`z}VP&j~my76`qEU(IjSseUl?L6M_}SatvDUxQ{$`%)w zeqm(8;zcNzMf76Wwk;aN$dK-9eCbj!p6j0b+XQ5{Z{O}GWE1>fkifU5{eCtT-M zxr@z&BM5arwP`91mkDA~fBMjBc6u}lu$H7zD??OS6Qlic2v*%#UJu{D`6fd6B#NoQ zgQE?u`CfZ2J07=`8UKc?#}53rl2Ndt?t5Qf?BxL4lm7fBRS8;o(Y*kW<)0qyPDVBQ zX3yN$CDTyx9xBE?Dd4f$+S}JBrRbI(^+>WGHCBkzP)8D+7;AOM?XY8ccc-G>t=Y@t z8QknNDFw(Nk19x5M5N#+7!bT{vT%WWFz9$ZiQ`!eHml}GXVj290c@S|bLv%Vp1Y)n zepR&I=)%YsD6nK@WMufmPSL(B(J@paR$VSF*4uI5?4l*{eHSr>yfZQ~)H810yqP>} zw{Y=d$@Gc$rO%H1-p&1E)#`QYf&lx(edguf9uS%L?2v;rg>6;yx-!&}>lqldrybYZ zFyZ`l=olk=N~p3 z3m6NWY8E$Zzrf#@p^Ql#Q?M}33ZRfGi@9WMg#whktjQH3npPsZMq}02Cz;f~JmFCh zOkF4LNk{w0`QItsTvaJ1nr+{|ccHpYdIgNC*VmAy-IT_27YN zP{@4pt@FFLZ$IKLIuU;H;>B(1%knqbpKpAQMGuex~lYYj$Uof%XWUinNpH=D*EyIS28H2-$$_J_2LjPBl)=Bj#=9Q6+j zbL6NR^L)-j703#`2Oln`i0?r?dGzSfZR&*Ub(v+Jw;}&DR+xi>L$ra%YzK<=$a5*N z3pf_Ie4U;eD!E2DyE9xEv879wf_t&CWM|V_sLaOm-so$9*iaW{loG0OV+9q;*>M0-YMjNH`0DW4RoD?N{GD9-2d}WBJpQ+ z?$|HePJ4s@YS`)~ktKiYS1lD_+&mvWYVA0%3=cmPb&z2CJ)wMnoAqnfJVy}KeRFN8 z8&}xzU1y$zBcHSH-!F6F!UZ=jfOra}@6bYJQ&o_96Q)f!B}y!tBA$sdiEa_p?O1tJ zd4uFYeJOzF8Ac)N%;(i+i%`}@DnxlNTDc{dRPlnv`|h1nRw(@i?~0xZks)~5&A;O9 z1nuaiLu<~z)@%FrjZK6{J-|w&O`)lvw5=x1a>k>~`Am);&$|_G*~~x4U{09icOO!9 z`Y5MdQw|i@+nl2bRw(6V^jh}l@9lxk8pv9aGC?2q#x9{<_9|Sqokm;Mx87DP;$@a9 zJ|(%Qg2E%BivO6iPMiyP8PgJ~fmItU+F7aD`eRrEs%rleyBgmSO+6CSOs}WulD~eIfDKpn^mf+DX2QJ-W zVHXsv3k8HJxR_AWI5cH%F)^&Sa`S=Xqm4F!nORvVXN8Pv;*XS7j`qCYs3{K)O;}jC zB3x#t<9M6T^{Ph?9y|lfH$FB-Mvs7Gr03Y4o}RVp02WC8ZjW8*8g#Dy{`&|h?^Flob1^ddqCz>9svL~jE77QCnO{soYa2*;RDCPgNi7;m`rWCU?EL%eqi{R&*~sT(^qr_6z!vyyIcP`-&Q22KJy<1^>_+tY zOqv?{MgRa~5Y-|9?U&KhSA!CH#+^NOG{dI9Dpoy1p75>4DKCP8NS(kc>D`f#$0YY? zmsGSPYwaYbh=@9hD!J>+7%Fm{ok=ynd;{m%6ywGuv(}RY9puc;WDv3!d=)DTOUI|( zffb=r{-h@Hw;+#TU|;|<_y)+a-9W{_{3^&%)qwhhJMF$q3sQY7B%~lz6M9FqYW)cw zDLD)#9hcnD@NmWB{aVptqn+jA&f^7|yqAl&k??4eIdB8uD6B+u^7NWDYrs`yS{Yuv z_yXK5DFhLW1MIrkQS2TTn;w3o{v#QL1S%-0 z`&;;4z7m-pE|)lU>NAGEB2F`Bho=4KXGac5m2WwZ!^9uwYp+L9cY~fe76i<>`gF_A z7p@BybD(BMRFaU8c)3V#!J-vs^V}H0FPd~>{=H&a$IKiDW>{oqtd&4lLbW-L&ubH# z8KA$vY5xoP5i)owiC{=E@@yiFw#+lv{ePz{*WSg&b>{i==WblBuVg>J6rhq}T^i5Q znKjx3;@W>0XNW)zYKO^BIHjUMv1XkH)bgxUX2;=&Qdd~jS6=@5^((LQjDvy82r>!> zE9(j1`j^Y&SjZQv9UW!AOrB!U#?eTP2J+cp;|S8WDwL~1_|@3?vtg=YgEVU{|a=>9zj9X_L9Krdz*O-bzGB8nl-@HSM)Vz z7`gfG*SgUFZWObs=9-cRFNzXUC<6`b&P6iMRcCd6^A7Y7A+W@Kem`*Bh3?SOxBEQ( z{m*?JKqWKr^)5FlH8EUAAv$R~Pbc?fjcWLt0kV1f`}=R;Qd2&Eh0v;?2if-Sl|pSs z2u>C%R>_b1>Yt^OwDML_Wse^}?mCTX2@k3aYo=#@^i^*LMZh-?Pj7GQM|+Z$0PY$s zN<QeAa?YmpKv zvfP=epI1XyPL7S$B&VfoOn2>(I)5c=S^e&U%F5)A*?^MD&c*a~gegTfWSCGr(R+eG z07?o^z|kcQA41POjl^1sg7Q)aMzzUdNGfALz$gd^FHavIrH(+5d6nTZ$I52s2clH+ zN_8`M>ut~&ZPhV;qy(UMd5@Uc*K0+oLQ*qUV8=F0iW0Py`}7uNd8!mjL~2~tPd_kZ zaU%9V!%-NK6?xFOL6;{M7*Eiq?}^hyXV}`ODfpX5FsKe6T|x)_6&qHxEZywZkN};2l}4 zn+iPWwSkGeNVqIsvETiTkb0mERiSW+mgI=@^7ak|%_#Wn0J&~9`yN-!;&NVwty|A^ z$W5SDiurJVtE9(`6`NlKiMw~9Dz1if#zwXK@p|z{Uq*iyRJUp*-Q-K3)`Bb&4HUGB zB(fbS9m3Oqc}q9_a+O@X)3lvc$LAwp)gQ4CCK<(17br7Q`OJ>a&IA%-s<7~MZ+(ii zL3OMGDz)U;oZ0DqRmeLe$nOqxki`jd$D~P^kW=7egUN64Undk&B1&<{hd+Z{Go0SF|-{v0pdq;;Zp}#dlqdip!eoV>_I&|bqZ?3P0ik4MxLn!* zj5vlnA>%T?ft&@Bt>Z|g5^$CRBuFp|Y;X7R0&AhB`I4>?6+UqNsR?e&4wUi8>&48v zP$YrxeZUlfapSWa)&Emm-a&A>@?L3*Wte&(6zRQL0V*MBmx*b-S#4YDi5ekiN}xJ7N6ED>q`zT-o(k zKP4>Q@I+Nn(HjwlQT^m|H8r(wNIV?}BskgFPTjcB0ojFhOCShWtSvo20?;AGo0V?X z-+zBmMp^kW;uxd4#O-L58-Ot+DDFD_xMl8QJ?GEc@I(>Ec4`<8;?mYMw`9LQ$k86+ zEp@IbX|(|Y*hHS#%ySScj3RdOAn^uAN0l(oMnEX+fu@Cdk@38G--=f6ZE{b_Zs_sf z`SHTg^Zn(Z=teg_QV`e(p*D;`U{}x2X5km(PqRPN%o!G4$f+)9-x*r8+Mid?1Aq!@ zB9>#+O(wfjMBgI}2Lj3Tc!_frY#7LHRsMr^#kp&a%>P1rQVmW^;#-CrL>k(@bbdjZ z;u-YB-#mc7>B_NnyU!5tO=da%tGTa&xB@_8EvM0Mtb@W>k~YwuYyDFftn$W~f!Tkfoe{)dZ8|e$i&P+i)!_qX0u{xx z&hjt>lemg%5_};1D|+ow^2U3Z>6KabHha}l&z4n&I3RULL_|oOIph8QV#3UAH@8;- zmj}MS|3!zj_4e*HF);zAR_o81b#mQaF<0kUe*3s4Yj$RmMB}!$wh$B&C&a~x7U{8m z>sEsyzwYWdA7a`l{oZcSR&8tK=pp%`@5<}8$u!^<_Sw{oV z?}n755GhYZ^+4dV;Rg~XaEU=D?{oYRhC)6#G6E|>Wlz&vOzG=4Zx-a`i9?4bOrD1G z^vHZMZhRV`1!Se?%v8JB9#Eqw@g@)|j6M(~58Yh>^h?{9FV83Yb2Nd}uWPjbz1r^r z|3Q?{^god7PkR_!)Ld2N1f^t4npT8=|2%LFNk4$})NG%+;hYLe1E9dw0NDP}x{e#63YR z!%~dNOcQ8+NdlUNhS6B=ZK$zy#m#=R`a4^l41Sz*1GuJ3~0LqpeDqJh94FWg-D5?iq z^Y|RbOp*ITYDP(ncX@Qc)!z^tZ77Qc{+FM(5Bc!>oqnaq)SDiKMmfe7>0;z3hUU0^ z+!~ozj*Vhby#eJvh4?0E)qucp8paB&4L>}Sm#-joz6Vwa)7x}o{KHn0nr(84I#NVb z2WU-@%5G z(_jc{hTBq5L^qy3bLN#0Rs)eA?%lt?_s0mP*m;OJPN0;n9l@@!{}6?^iuhYpQ6cXy zI62&@g}2WH2&a8E$gF}xi8w;OyuDeU#4LQ}b2Q{zA|+XHm}~pPCRK=8a>=~KLV*4(5d_W&_C1moeaLcu zEB_e;uY^|_a7n;n;ssxz*z9=8#S&r~BGw61m9O;Zmn|!UuSG%uUIZl2MBg=!N=i!N zvl$U3y{0a|Nzo@5ges@JKi#X|(=uV5Vm^-mwq1=b%01k&hU9-YDmCEVrW9~nl-z-NZ_3AMAgWAF~gxeY~f@EcT}2GX^3Z70y8Wl9+( zSST>Z_P6_@?S<6$u&^8l8HP+$H9pjCbAn)7Ed=q8^B!g-$gLAM_$fM46oa{{jR7_#w2S0#}rw9GC zD&a56ThI*lbX8|z48XcCi4_450;_qwifQfI9mt>=KezDdf8>>dApQx-+kSOzC3aH6hRLS zOn(OZL7)mxoIEL*zAcQH?g+gKf@M#o+4xosQZ#=aVgj8BN7(g6%H!>+*3v-+#0?b^ zsW&m)Nhsg%#ZRN)DAC7cA|<0clgKdYtw@AXRzYbyyL8ng-RIxFT_SDIf`o2Y{Y@{`LHo%%W;# zm77&CG39{jVp>7`vryqdDh;MSS{4)ZOeFhGMj#!XvB$SAyAd&Nj8@ev)HfXb{7T@- zPE?tGc|$ioF~PBWw>VHFsSgN^fLo75J&%R;NY9TDuH)MpdP;aONKZ895Pi=~>^&iR zq5-I>J%M7wsD7io`}6bPfl7(>0m&iwU0z#>z97~&3SjN(z#QI$@LK6{M?_qX_}Oot z9QM#lY)<%1>8GvyPOA5h*Dg_=OQ_S>&@ z@_F8dSEY7TeV<@36g49Zqs(u?>9Vu1yo(i?onhc#us0_sep0>0Uf_H#h46m(UO6#l zK%4BXO%!(*`S}=1-zA%w&!5jCA;o-Do$0XazkFn{dkhgqg4YS985s}on}oZqAAWks z>7eSQ%l#u(s(ver)Zn{s{GaV=jW~3z{t24`Xi~H=(xV5D}pf`X+C!B zn6{setMoEq%Z>+NoI+b#T6SEX@#NOjApAJwKg+Qn7cyqbM6dr)1=LZ54m<*`nGFnI z&eY)DpM8x6y*6;2`92-Wn_!KAQ`FkA8KS>c<)c~4tT!4w&Yx5v_^WH0J(oT*+KGD< z#H_h`_39l5dX@+%->@SSQYmD zC@6>+Huh_MsOi~Dz;SnIJ?lfPYUG5vllM@0dkps^mZ)C#Qtt*ZA+%t$*v6j%haAS@ z5sO(P` zq5$a4ZETc)cX%VlAVXTMF~vD22SPQ zuuSL{Ey~}wf>7n~))Nyysmt&YLR1jB0pW8PK{euBiZKxHh3Db)Rb5=n@7 zJ|oSuGfKd*)sUGa<(mPolYyrR(~EB@V916+bCCRyer4bV22!D=oBO32^OUe)YA1K7poDmG$`Z0kk zu%RR&WP-5L1Mt-c#De_w{QB~ZUDD1Ia<|1wFgqwumZPHAP}F(tZzWV$6iaYBDA7P2 zC^V?zVHCqskVCHg!+4Ln$X|<8w!perkSe5h^Lq3sh&&iz+G=7RYCI*Rd1P`kV$K;@ zYO8=RNZio{DglV90-hVG(Q@}1+vtSUn+0(};`HeXC?|w0B>FZHv==iwoKMNAPBm-w z#FR40nO5A&Z!8Z>1d%*R`GYlBiNPDjlG?-0PP~lrkUWVN1NU)SZp)i}_jZgL5WSA1 zX?)56%%Y(4OePDNoXb|M@U*ll3Bg3BN_uma!hb|?1ejha$lB}&a*4MtduGDG5lTHN zztKN{8OW^ehyh9QA5TzP^*n#elv zc_`nwP_vgg6Qh+l42xbjsM60UO0ZbC(6)f-s*f;Y9T>M&re+e}09_2g8LC;;H|E!m9z=s~TLUiiTc6-uSkw@BRIP{QNR^A?J#a9!YJL zzLf)WyiR^&BWS7IdBnH_fG7{?xoY)_l$^gp+&u9uNf3i7U+NVcE;FehG713mVx||e4hM2G9ll;|C18L z{2m~@QdWu!Lo=~$xD0L2J?eY=FNrt3YRzm1TdJ(Qd_@e`O3EFtSw=znmYC?K>a`v*>|Mf&TcqlJ=HM#!?=b?8%Gt zhxHxa$gNRvZRxrS@Lz;w0tWzSwa3&DbR)7`5YQe0=deLkVey!ly`TH;^_{ut3!VyC zoJ1W}1p$+|ai|=Y&5=;@4FH^twGQ~ZQ|aI$X4*j9SwxcV&m3|?X~#+>hv@^!cArTk{qyR(QVoPJpyb9Jcd=RwzUT=` z_8rs{#;G$XiSjEe6_CY}UlI2Uv4fG$F(`cssGvN8L2kl`(Salb@30IyI`Gr(yVt1> zD`A8i-=h;D0#=gz`uh4%5$6v?Cy$<21++`(`tHZ@MXG}> z+j7XXC1%eiawJQ>Ouw<8$3wJ31k%^vtm#WukLZiI{&TSoU1V*DPD=caJRzHjCqa^j zH)85{l7lTHluA-GuWeI5J2x}8xQ|7Fm4cGE zPm3kj^r*)l2T{*(=c=?DBs#SMxM|wk2bB*dx;+Q@%9kMNmQR z-d8rg8q=O*kEH6a4=-O8xhQ4XyejoVI37SITKA53e-sfBG3l6sqX_^b>p9vz@iL7$ zx#oTa+lz-%_0MB&CYkmeU952JoGW8$|3z{OD!U%{BjtF+iWaS=eLlDJKk3^VS$eH{ z&#ql3iA9Tu4oUK~s7RIJMg3!b<#PE(8|cXVG6oe0dWa7bvVJ~9@++5#Yba@>5`87Ji)SF3hBmt$FzeHju| z>O+>zH=dL3D54j`hYfj30Zj(fvamp>NMOtE#1c_CaFFPPi$-VL8C1D8m&R#VNl{#= zY!eQ1si*D}!XJPtBgjr$4Hia+mdvMTY{Y~u>n zH2uRhHaE4bEYS~2?oK}F)=B;KrKfJbVk&!+upD2_Uk&(7-uzE?@~SbaQ~K2A93}s& zE{xX1O1r)P4_xA(FZOT!^v4a%GTYlQF)7%_J5L4lETukbba8-8ohMi zr9j_i<|*^v7IEn76mK7Qva?kvep1-*iFJ2L!;o+Z)vM9ir@Yg%ypvamHrJlHe)^Oz z)7PbzCZVPy?&>ac{`F;8guR|TF|;PaBjxadwo_&wAAUWnVI6QF?6M!@V$pYNX^V(L zQQksF!$%Yf=l%J=9Esj1U1>rVg(4aB$3h5^`9u6GWBZjz&+Dxx_DH2~tf|Gr!Oz+DvkhZlhIKRt@3C)}9DVu8y!4jdr< zbvZzp+K06JJ-lanc48?&#v-n3tM;ch`XFkc6z><>Li?m{%VXE;Cg04{ zhQWv$pokzXaxp1Qk=?NwXTU9F*OvY|V(tn~F^e=cLZ6`0+wNZ!3M!Hf8W~K{huF$!tdY_Ibe(F4!J_$)lG_iX0SZ5Fm2Iy*CG!~JHkQCtXP=QGV zX*p}3gNDy`SdBu_h!g>1!LlVwKEuw!Wovxm#C0a;DKp#@I}}HVW1mS~-M!7HAf%(C zLp6{1`pna^Z4_x&?PBs~1t&9*P-(yOtUY+6(+H6hrS49_plgVml4$1D-3s8T28V`{ zwF@>7cPp62Dx;LfP&n73P$XYbpaFNg9xov-^fS%e@2mX!De^Wz{lHW^x$lbHq|NJ(ee?XlnYySvV&$Qeqa$ zd3pKZni^#z7{XDfXMD3I7JSrSF~nyk7kYY5fDo}8CJF&@ zy-;OwIci)!gbL@}*^up+;e;+#=P()!q)?g{NiK2JMcrXl2E%0MGy`P4n4@iP-lu@byBq+RNs7VLJU^%IV!a4^9Vf?^8{P-c?n zYipY(iq;w8mw;Ej`o%-?CWMm5Bwv_}|SUG!G`8Z=4Z7TlOMhhawF5lEVFh}RbH1_f*&~Pg>}f0PiyvB>#X*L{5tLK?3pDN* zzjMrOy?Bh4ZLMwolK?&09b+KIrgg!_CLfe{hA$U~3_%yT1neyj>U$LdrcX$bdQ7pEW0OnODS8GH;(UlT#l2_LO(Kn@}IFzY0ai z#cfgH;b%{tyg|B8(MawP*Dft31!q!F(v^X){aa}jw~L_pOY`C4dp1edUsOrlRzBJx zuBWFr@k!e0qNhBTNd;VC_wryre5-1I$&ndqt^$>MJK?w~C_xTRPEQt*!H+xdxVb4J ze(>oOZjuTVRfnn}M>KM13Fu|y*txUS{_^>CHe>`{xGN1iig)#`WTx|mCr40T(_!Gc z=**bb`*-g;Vl(W7<`&16wFn7hzJcru!GNm`RBsc$a+X-p zDzhE!nRgA*A2g$-!7+G6_yJsppJOJl!|X?VWrVi!H%=%0*w~YVbP#1~#Nk@K0t4en zUp<;4CqV6bf`Y&bEA1I;-U`PFxfX}pQVm<_aq@IDBaI{mPM>CW_~D8;HjI|Mh?g%1 zJ=$+vyVe1gs|rS6UUZAoE!-zCM>!mRkvo`%4vy*JFtJKP`hf;FKp8^I5COvMRN^2& zRT&B@m5r0L@LLk??kQErT-(I4j8INKTeNDMuJwBSUJ`Q&^9s3~lV#t&vj{Ibc@)ay zYcz=BjkccWMd$dVk~}gFv|hdSV97{-W8m85lr8Ku9HM*&D@sp0;;R4RJ-qi`&X+x5 zdtE}>`@kN0%9j1hILA&yXh6<+awZIaYO&CA6?XA*%3t`>v*ylFq`bEELdpiuM_xe< zm1*W)sfBLynS*k#mIQ}|q4lV?hgR^qEXsfQ^}){f&og_3wa=6Qi8-+4_RQT7CD-}r zUjV4VL`)`;v6kP#Jj&x)AgS)85=Du$EE_eZSAL__AQVc~8zyBZcz2_Y{JsbwHqv=^ z1|+|nl~poJ1bA-ry*))hB^$>0Jt1R+>lVZs)rHLYvc8u*(e>!Zt*NO|b$17S@9S$Q zNSh-RQ{1!|F-YhXK7Nk8fo1%nxRsa^KwC(i`o0yB5l1i=e2PChd9*pmyH7wxAYc9I z9;Mp_J#0V75eBaagP8rK%}kuGAZDf?e@yuYI5Y7@#CEN9Hey|k87U+JONuJ0s{=~d zNg_@Eu;7>*EQ6rj!Jy`upDDDRR5Yi%ld@`-(J zbwpohz2?LVF9m7Rw)^%_d>HiODG%aorpj7cCJ}qpR+G%q!Z}im;*AM*8Paw+N#cYd zMH2VQYn4I7;4`e*2cw@aBdyPYl8cykdNo`+^~M=Ra}SzAQKDPMxlUd|p%cCZ4lXY5 z>h74KLpFVLtWK)S`~r6@tr5-H5ly1JE2ya0ezGt;=-*(R68LERw;$uDFpRFR6b&W(*i6ePHwRx1c?yV>_Z<4M zojg-W8)O!NMf9i9il`eS*POR@`49}01SieDIV_9`ejR6Fa`774ZqS# z@6{8ulm`wt9I70O`X^YiVY#`vg6)k?lfAow=k7Fq7fuL0=0R1QW*qPUq4|A;!?rhG zpCdk=iJnFB{DXc67k2+E*RP2^;);`#uc5cQ6JB;+A+q-tS$4lmHB7UiTLj_<|6g4y z@pnS|?}nj8M||KeY$U|f1~L5L+;^YN%m0*LD#X)NT6f)`2rE=;>2qel01k-lFxqcH zzcKtq&YvSG8%kvs>7O)|#~(Td(Xy)R5NZ zS#-Vv-rSJ=Rq#|S#*LG<_1ZPG?^0p~@!1MA=qLUHB5GDO?-=La^Zo#UNj8E)?ts38 zu293N+U}7mft2s5MLJp$+i4%mJ;4_5&;gTOZN)3h2rD0JX1HDh8!WCvWa_ z@$37Jb}S~gwxdViFg!I#taW(u!C6*LPCKQ(%~BA5P&koO=$=R7_RJ7eie2kdE7PKd zAuvUwaVMI8_6yx;#ti(2!SNRBuetEIOGS}*hr-r@$Bc6eyd@H&ICo$F)%D~*u6CCn z5Ta~}#bm4PwHA1K27eM;Y1gsk@ssFnZL!5(QSY>^*N<(Y+u*S4pG~Mgu}S|gmCpb8 zR{x(A_OTyH>nD7v&>%oP7W5pV4bHPQ&vV}}+`fCaoM=u2G#vCV`qO($F{ZJr0R6pL zV$hJQ5m)_RrV4 zFNm7AZo_sHS=dLwt}7ypG=IWq{5Fin zep4tc%c4)V{dGy?P#XsUBUG44I>z~fJ9B?x^xQMxt631W=C8||5q5~Y))`q<`)Ng! zN?hDrC=i|t1u0eg0SMs+My)W`>R&dr!y=i{!Gw;Igy z7|k;piD&kn7EX?hS3bMUTR>RWHoHJsp+iB76uwV{z)nDce`shU$L5Fj&v+ws_ z0ymW!JY*g;#TQ7Q^f(eJ2(?ysO@bELwg#I2vo~*!!Y^B4zw755H8v(&L>TnSADD-$ zNwWkt%44A(^e0a3au^b{6Ki>$rmnyfE$M-Nt8nbDM@lLn2{ce;C0%^KY~>c-kA-7% zPr>JeYvo~dd1{v0l9Cz<7=-NB*5h;Uj{Gk2H@G+N)o(8UOA-6W=DxYEf*-7XM{BOo zHsT@&{wGWolAGvT^*LTT`JnmecbH-HDj7`k|@6xe43-+3@49`33n3 zUm^+0S`Iw&_c>ToF9B?Ir#Pb(!tr(w0R`6Ea_V*K!yV3LvwYg=Za6#Z%=a~GAic>x zOJ(4+jDkYQgO{t-nViMp^**d|2TBzMTZJDI9tIlezd`!adXZGE!D5 z{VT|Px#%M}LSS)B)S_M87PkKY!~Y~e{g3kE|9*16TDZ#P#vWQgS3eUbcP0!)1i2@d zMZ0$I5l@S(5+Res8a2d#6h7O zZJyqqkypgcf&#rzx4Y0n>Em5*n4X93_48v~ut6sD0IlN4eevgV<8Lc9U$&wY>H>qW zge@ttTcMmf8e#}RQ0O)X`?oAz#_15$)uj*5l>rbD*@zP>*{VAx1$oXwN1V1!DfcOK z8?t4NAHPP319*ERJo?hRxvpQkri;dhUAupMXdXV4jC2i)m>g;1tChjcLUr1C*tL@K z1l}|7d+5%8j82767Z(b=u`M3$*t@3#hEydOZ;1~L_EthmDNU(j3zKvh%|_~*XA~hN zjEwB19gU*4flhIO>C~7RF}I<4UlGCq%O{;g^}z;gchLcNZ6cgVVZ?}w`i2oAGDSZuSJ3Iayqpe9u+z3>kgGfr$}hgOCPd=Hk$=LJr^uxo|Cc(DUiH^*--vxc;L zcbWZsocC`6z`<^yjbSiC#HR`~$v*Fm8ks$Fp)^-X`Do3pZ35=U;bMuk$oyV|jtlN_ zE8xusd9CABaXz$Ur_ueGCMHf*mC)vf3(H?{;yzTp7Vh=R_fM&)_=552-Ug#N4^y1< zoYDqdMMJ2(#3s|YK96mn-o8pX% z(%D&lJMO_7SZd+!j_FNnc z$UPB@a%Wgz7YYYBXAiiUpi7&y?#su;ZLDHFU1WbSuDU%b{kwkbr3AylZV5>Vh0LIu z$GtRCEjQ)JF9d3bU7TnJIR2dR`z#SJUK}M&Y;f>^my?T&^U2~oC#2LbKf1lKJ6if= zt6b!F zhB?;&CREVi@+VK8%(}cq*eO1JxLdZrgr?lOSY9}0bI{CWj4gi4EwpT$p`&Xb)p%KJ zNV*`rxzr(2g~GoZlUvVja%M3sR(8-W> zjMTFg8gE+q?0kQLKxpDWc=R9G^c75E%IXtV`{!7{|D0Ga3bI~{koI|2^K<#X2+nKq zH+_0o>#!@`*jd;jkTl~D#jc}dFRflmX};FIaLa;!Xjj+(t(;dFY1$+BMb?R3yY~l1 zy$b=)pQ!aXcFHg<-`&dq7=SSNwPxq%fj$hYAw;iw!4Z`H}$&rp4PDD_OsN7Hpq ze|P~ds_oQo6@1M%-^%Q1`2Fs8*GB`9=63CNjjMq&Q{A&#SDEZMLE1aKUjKGTxNbrN%h{8h8N(yQ7eezw#lGFLjn6f_tU?_ zqA6`osgD6NuoY%X45Gxd#Z?~s>s+_V&Z<5(U&fXR)$id;GqxKZkCCn>{H+CUEe$7UhR#JQe?t2cwlyr zoC$#onvWRdVAJFcSe#oK2eFa#P=Jj9-#>D{)s3{vL3i{Mwtb2HBgl@$`f$<}RxFG? zKn(TExig=^TrW|^FwK}rm{aI$EY?6^vLmq7oLZPXznOOh>r(4pe=K5oI-GP(_C zr6Z%FSg9~LCqaP12IzYu`na#hCDs}un;+0oaGcJ(b7z^V{OLTfzj`Vs7+W+JX44<#`+%M$yMxvFImM$nmTY0!y$*!SfXOiIM z)lbOA8)R=IEq9SnVpRp4B70?#4Sj&PUSC;BsZtmkwT1GIJ^Cw!`ZMLa$DAjG90nv- zVLC-dazH`FBP-BJga#l5n?)(MyBU7BPPzjpA(ngyt;3H3r;cM~X)!E0{odIz*9JBe z{38bgf_b3pbm$f@?#5?5xTX$7Y(DFx4(A7{pL@86_boqI9s{xE;g1#pP(h0UwRuelrXsz(Re~+SS)URm>fQAEhYmE zKtlGX#I=$vP0oO=ajVh&7YDztrgi50+-;QWv&zA=~Fe%;MOy=f37HNGPBjWSyL{gNNwku^x$47|U3-q;=p5HaF+i z!`8%Pn%?Jc3XjX4kifs`@EH@Y%{qet1T4r-(h&wz5V=9pevSqceQZ@nIzG_8-8LFH z&m}!u?|}*r&yd*41LzVUK@SsBn%QZL)-O&r4ki=Ry5}*`vlQgzb<2XO6WG)^9N?Wa zRbU`_0)j~61^R^G$~4ZIwg!)K%ELIla~Ija0P8*4LS+8=fH>~X2=;i^&25$-UeTHm zi>8WBtg{azJJEu=>gF*`r|}Td*iSkihz*GR;}F;y=`0S;*VH1oZB-Tq(+(S4lTGXS zjOyg^EYjhkMdSCwJx$`vf#BiM$(b368^N@prpMDA#?JU;cQDLQsj_i{BN#%mb3OXw zD}C8XlZBKYFBMy>lo7EKyI+xN2i@cu1J4~GZ9?!1A)B0WJCEOmIhgR*XpM_NS2o7- z5qwx*^7@&=VdP6asu8DzI@Y6DI!6RsRH3Ce4iOop8yjprW!I&-h^GXxtLvuN)bn3$ z`D9z^4_nVsNvA&fcOFPzCa|m>_Tfj{2Ny9WRgrF3_@bz?@SKq5JDk3j2*D~mOcB) zMho!0ghRJaZ*>#$^zu?L2pz?RV+BRRp3&*=_}9BfobmSgkOcYZXf@q3TI z`|tq`zeGOW_cQxpFswx+swx;8bNQz&*p+tW!RB@AhGG`^ijBRd=SAVH`gDkGzV#sG$nOfkoMj3I-;FcZQN+jkyP66^KRVxKiv6EuQ}WI`~AF^=lwj-yMF{_ z!rcaG4^#@YX(nK-po3hH@;`~%V>=sGI zU7>mdN9*RZ_lM!Tf+)t$eZPprdSvvb{0!ZVE%EFTY2i`jTX}njF=@MiNno*s_#uG+ zBX{HQ1Gww35CA3bA?cyPEFkB~H}G3c1)4$YCx948YWw994FD0a7n7L=Xji^McXkRm z2`7Q#pzr8FE%YX2L4@It9*1HVoiAKInk~!H8AdWrb*oHzSquNIn>TJ?%GfCsaekgi zXv4=(GiTj&JsyD=HjVLgL%C8(Ds5Py!PbWnpDb|TNQ6z80#KF>y;D-pF+-znZUXn+ zwhfC6NW|p{;+YdHU3f~@kx9zgIa2eRqt2(}>Hti^qbtkA!$pG*)FjqU&4(&8&QDGG z!T0s8y3R%c^POcL1#P@LOU*UP6y)V=Q42UI3?(;L^ZG|vKC=~Az)fI{jdTn*Us4CM4)QEa0g8+7r zYLUzt1BR~H_R#qUuXK)0r~xbOSFc{7$ye;1N_D>WA|BzHe5;}DBf+U6v#%xR0WbmB zv+FWf@h0W0E$Y) zdfw&A(lO(|9t+|&!v@0%)p*v`mO(G_&L*Z1!pe$e%l;(87EE%1^u4As_r>b7J=j~7 zMwfk~lF}ivJIDETGsqp{NqORmqKYr~t^%al2Z1jyBEBoX7QYx3s#NDck?6TD9mN#< z=`NBJ9@NI9pJFnF%dedGF*9}$TDY)&BBlWOdKw~Fbq6);!a{E-&WI^VB3wMJ6lPGn z8KHcd!GlbPk&}Sx<>jCkE|CpQGqXi{K#oEwb23B`uRg;9xPa zqA=AKla%Df?GEOGMM}1n@N>nbJ6@j3ItWq~va z=Y4zj^nlsJa|*t6Ngig%)ZU;;V)@IEy(yRb8o-qQ=;L{kSNIxbJI{Ujuwt=_mUOkf zP$VOkqqj1#H_+d~9+eK=a-{Zt6o)mKO4rBj7Fxey19Zl_d0EiQt_H)5Czr%%jN4+J zzn=rwbf1@+VuHCU44I8-)&*u{XG@74c&~Wl?@)M?&U6Ac&7mcHMoA+;;dI!NNLACV zWWL6Y^{iwxiZ|YpV(02|LX46fZr8xp7gdqOV=h4FIvD363dC2HZ zOFKzGq2b!zU(Zpl!S=34YvKvb(^bm1tQO)5Bu1AE%yO*QwjQYpg zm=2i~R6RU_6{Tl~{TD_49NhUYp-AkYNFB+yl{ul;eZTisc(`O^SXB29RBlKM2?=dR z9lGV#0kXver-2Ls>_+#Z@I^W!0k^mXt6l66T3|Fp4zoYL)AWJ45ET8Y*CcWV{0-ZNXFVtF-=-(yK zd)K7viU5ZRmUSC7FVW3DP5yZ-pZwFx;u77q9tFC$^MsQ0OU70DL{9e=RmtUP%F_F%n$MX@ zv0n@L6aAqbq;c_UR1khmOi1v?sLjn8`$KG^E4$jzT)3s?=fCYA@hO6#!q805-*vu7 z>jbpYA5d)3`xK#6E5zj<`Gmy(4ZbK{-piLSFG90Dgbg;{h&z4L__8eff^VKBRh>iP z4@BOz;QtCaTNbvKKBegWWvRm0fQe*k=-L4@oSPi!?>_w|F*GMBsjL7p3KzUdAxyPY zioJk9w4*oRLu?&N`*-LK{JSC@`wAP-xgX%qI`Kc*aZ@|CUkzkm6_yrWw$RPnTWqVU zU#V-vOXp+h&Rt@&cV8Gp83!MVPCA`-uZ{@F;AOVO_Vx8upjM-$2p~RPW9sXx35iOpfncYOXqy-p z_ugf;D?I#{PZFiG@8JuxK~b?%cEg4!0G8d8u(4JrXEtcPc;a?8{v)QUaAkAH(AF+Q zxw5hne+2AsLZMs*HaBWKabsIs7l38@C{L6V2YtqTiX3qI9U#TvMP&P4?%=B<8PX?= z$Iw2AM+)T%R=G75(dyOkERDo72j3z|xkZAmj^F&WhfxSfm1k5S=4ec%rlwXL3AeZL z9c1962}^g&v+9CyS(TUhNeLff2TRzKA*YJkqobnqk?94yzX9FQgjd} z1RZ^6=6IIlm^bn*kssv_-mZbwq!N>xnrh!*y4Ua3N#>Hs7 zlhALWq4fw*{GSZfcqb822$P{h3n&%+m?cX4{)gKpPdS^*#aV>c4+fnQQ1A9Ch{+fS zzii{?&BU=MEe;8?qM{_}Y?GZDZkVZ&5!oo~v0_43iiwf%Z9l8%4i1#+#(M3=6~!~1 zot^b{bstO&ni|~!DWKr$zx}r+Xvu-05n6k2yx892%j7f_A@CeQfuD%IrBtsHOim0= zY$g5KRC@IAgjBO)n81uW)or9nLB_fNN|!_PegG4+I8KFk5;C!TRLl3Di49n&j&A*c zmVxZ7k2W2uB}}Y#kH+Ct^FHqm&D1f)1M}AX;Pt z<4_^s8k}dfMK0SLiS6Uqq>CeqwUCjV+&jG;}b+4mEs!z;r%r;?^X4nmh$mIOoKLM2MOQruH10 zfN}f#XHur8s-;9TAGK|l6U)86{}{Gt{AAKp($043ll)1>)H51!x@G3e z(m>ADY5MvacXU`evSpdeP1_bma!@$lMVvha;w;CKzhcz?`JflM*nrwnW!Vy#)x5h` zu++WMW3{d>G=8vlQ+W%h`FrRXjwN zP!!C7=ColWgDvJpPQIOZOk*UDdJVXCYF*s3V%}0=g|CF6n?sCfyt=;l*C!bYa=I{} z`rEl88%&?}0amNpmodG(4zNN>cD5N|y@>N!Sj)sTLhjw>(w>T6et^}#S_bKo%Iwdd zKOgL8m5gV0%r6~0D|ew{V!}tR%sDoRqahT@Avg?Zdk;(#2hUWF`ZoWbHfk%_YBL(Q zW%1(02UWypI$2Se?B}G&@KDl5gT>lS3g#gEvm1)AEl-z$s0Qq}{X3Ud06RLK6<_3{%JXP) zU!r;U{<}vCKKBU8g@Cb!Z0<0r=zf_D@vMPCsC$JUywkDAjLJb&m~s;J+DH6ohcWgB zmCQ^WKskMI{R>o;{GUvU4Bv2 zk!^nYnqlC8)a1iq3;ysaa6*Uj0P)xQ;L`!#n&Ewen>E>c9tyWw6BH&(SU#So>m7V^ zoGvnu$5Yye3rp_v$a0wkDq(E{5r=^)o?mY#aF;$fg4qY9^!P9|*TsP^W8# z#F?;QCCPJWXebRCVF|iEYq7^Q4AoGqfX|*&zr;%--QHsLw%8jZ^R;#(17p5G`3_S& zj~`S5XQ$5+<;AFl5d&5yPa)Oc304F_qWC+ps z!Mya!3@=o^Q;gx5e(N-Ww+TE|w--$nwjjnryLjGYet9AWuy|urxz~ zawt!nV%ywOaodt~SpA*CLmOkWnK?PeH@CEWYcRIr`O=rK^JEkTk}Ql>|b zrckGdL-hu`XEdf(m6izUZU_qOgVv`uSSG+b=a%4_pytP4ipRU8PzfU~060s@%rwDF z97o|it{cB@*?H+pWs*fv)&{lpy@3enL{q@DFB9x{cFR8nrZh7}RRF^qV$Pjq{6&wo zSY^&x8GJP;*w>bUS!RulbQrZ6lKpxn%Evy|f)RiY1bS_PhiLMIg9)QXLeuT5kGiy$ zOW+ZB$dJ5)04XS)#a6BIQ@JeQ@cu@qWK>1p9a(_{eQ3 z7xdXl6wuvz3|;VDGBZz7_`5{v|KJTXX9d<4jvbfXTD^sS OICJm8J?Xz5yYL?d7A-vh literal 33669 zcmeFa2UL~Wwk3SbWiBHIkWxWOf=WMS^C8{79lqlI;CMc1hAW3pYf*@H@QF6{n zk(_gep8H_ke)qoW`|j)RH{Rc4{0yx^Ip;gyx5HX<%{kZhp_GKs`Zc@OP$-o3!WYlU zP$&%|m>S81>a8;>V-uHV z%@^SknyGYC;(hTpjGMjnHnT{(Kw!Au8r>M?KXyMhU6>!t-zoV({*zfn^~lhmv}(0Q zbB9@T$4QCd{?wTI!{X&zaWnX831V|*U;LKBv}Vcn#cyBj`v1TCuO0)ZWrco%8rvVA z7n~iuBcAr@vb42z%AJTC>esJdk5^*z5_Ftj@6++F!&f#~#NExq!}2-HG73feA!RLQ z?F8e&gZY===zjTQZ?(m2TfXO59&2ov?L@zRZG5m=me!7AD&OgPE({drb7V#3dvX}$ zxiKFL-$$WHdHjMkN{Nwm`29wPR$jw9GmF{D>rd(U#&taIZ4Oh2_VTsqW-ffmDRfZM z*W8?!Lh;|RTnX=}{>mlp?dUOHGtum*aqHHtHEY+V)dmMFfBpKkn~zVli{N}sX)uN2 zbop1!B^0MKFGIp#a$bwj%DF#0Ix08TT{%{rH7~z&=gu{2*2tKe#uZK)OdM2scO&?O zMR(AnZLE2hrwbk z-uUr5+xEx!wRy`Hqv_AibgYj*y&mhSu1}=rvlQDeAQ{@vk3|c-n6la zFm6npu5X?X866#!Y4pC5>)eG|Pf(A{%F41C>kc-mf4l8?CO#l_AajPyUdsBE6RDVz zmh|~y&#X>-lH#dTPWLy`vmZNl?9ipRVq`_dsJ?rBqb+ZnbpwrtU4T2QVuX;(9-Hyn zYwoVD`-DX#B^A>w`w~r>1(FPFW$dR%OEF!Ex~2Op`s(EI43%+OISj&>H(6YI^XAQl zMLzTuJMITyE+Xt_#(C^9Kl=4=qmyuVM%`7>-eqNFTeoiy$+Vy8E(;c|OS6i-eEBk$ z!>qOU2u%|0U|r_mpsDuNtGew4FUff9u^*K-&?pZPf1DocnrJhoFB~79bv*c;V_797 zUeZrMCDZO5E*qIOKNg!;RHUG)`f9wlR9uN$Ng(+l*mgIG&TJhx^gxO zR=6^XR)otQB#(Xb=FPgdM&3>K6Kc^)Z_ZqLYxpcV+3L+$U(K7dYH618Dk@%NIg&># zc*&^}fAwKqvPo=g*1XC_{?R`guN&1RmR4&xM&~@(cxjn1=I5>$HpEiHnz;8|>vEzr zvNB&jd!}VnTvWuvXW6T}>%P{?RjcZ0IZc{QmLFbM{^`>v)g*oQM&1YOckAGX&O45L z2$^ene@Exjqiy0=R#u$6ytQ=#rY)!NYO{f+jH{p`x3RNuwdChEy1oPDsNY8+Gd za{J>?c7yL%MH^wY>PSibq4!3qU~jmFz=ea_*WoSe1k^mkUSKZ-xd%E&|+ zef|11L~BR;AA8TPIT^y_bHalBMDo>fX-&t|Np9ow_QPKf;srWNN-thMe}2VCQd06* zPj#%ukFj}mUEQ#*Z{M_hdCfk@4D{9}@CYXBm4C(~zv3}cxpjq;lQUW{G$`l=#@Dh{ zV7hZZ?ti54SaYIY@xl`X!R9&-T(T-gtsXmo>zHAUCg=R*P^%7Bo-!txla)2U-y%fZ zn+!^k_p#WPwW}x;iCc_!5u8p<<+rHcY}+OuCiT9qzr8)=Sd(?&mn*i|H!*5yb&1;7 zuJt4o3&>6lxAi&4%7!{$aHb9K?KLFNQ#D@X!zb!mIGke9Qx%Spv%#n(Y3FZO%d}H= zb^GIw-^#h7b1#-1Yqkq?bKA;4{AIrl-qzP0g_!cJTAFs`#CT?&)#RYoyVTU~%$a`H z(#f88j#C5Qu%g&g|*q zd@bR7Qn}@5es^W0XzB@rbri~Rj-_mf@cur0R(Xe?EcHx5coSh~XTP_nK3-ci?d`Hv z8#;&E^7R{1-q_jM^-k~Kw~s*>Q6SzRf8!qPu0YOfMPV3*N5B6rB_ZL=V_5TBmwuc@ z-x1eQ#28VTTcWwNeOUP`njU;mEuO1?XBMies%q#V*KSZ9qZZ!%^wA@1eb0(Gt+P+} z@T-V=u#uqB`?;-o1R>77Go6>0*NflwE!j09?kry`E9H^?aDyit=hLw^JueqOb8}-5 z7Lkys3KD+aJ3l*^v(YsO;ii_Zr=#PbF!s6m!|oLniu3zD$VvXEkWXBLYzH!`V~VkR zrXM?=UgIV2=9n2FAG!TzLDFt3#aMMUi|&fj`|EeRd3s)3AAiECKZ->@;!9znIBr@# z*|;&$vQI@mN=f>VN@Cm|KgSp+C#QX}m7CV(FjcOL!F1v?hDSycYR?I3oE|WczVLJx zqoboE$&d*;g))YQQR{M~uq#3&{bFS$|Io7pyVl=-V>%sC8fhPf{NWUr5SrUq~B z{z{>2W#ZzJ3(;daa-=k7U}hjo(b(8Hyht(2!5(Q*f1P9;y#nG z3L+$raf5C`u6#$4&zRrBtk7B-_QZL+Xda`wi>|l>>DRmL?d>f_JEhac8yZym>XP!= zU*v0CP_DDxOA@|}y1M$qvr(AYfPjF!!oo`I!rsp`qnRFZh_hoQXE%0{41>69(ci#p z)Q}=ww$ML?74^tR%d)d%uW;FZmy?%i;*4tJ&%b>6k}=}o0{4jLbB_!2o6q~6`i0_T zwx2qGyN;V8#Uxd$mz!kG>5!;j1u&-CJ@W3|J7yLZk*v9K@5Yti1s7(qj=X}AtM#&- zmhjkr`}XbVy0d2O1=1HT+!w#NZPO+#PT7vSxmbqqYsJ2RPi67i`B8hTlN2EMZ7ht*T;5VQRIKZc09^LS#w@2wb^fGw5xnN zUt?b8dmX_fSZO_oPqqPC+A=b(7C8$BZ38abwr^MXUJa0%?5oxErPa(-@e3XrshVuD z;Ly-Wph2%ASMIAM8~1gV0m~YG{C(4O%bkr|fBn@zcaN|NfoJyi*DrTsh~tL2z(zIFfN)mSYyyLNFF;7jkap>+_GzhrXXL^yR;_|H6|v zz8Jmokh%=p2c`N)}1@U|M=tAcPS}hh&whdw^lt$Pk#9DVRy}&Ky~YHE5!W-8e^I-zae0;s<10| zVt%Z%^en4l3_+_l_HqU1#KO_6LD03v&aGmC=`u`JB8dgNKuE{rt48 ztt~iE$VI=WD*6P_6_StMT<=9iPv(`&mv{Qw_LsiDv+8jM5_9$~G5;Mj9O_&sAPo2L z+f;Cgm#e0j26PP!n5d_izJKq&gp#KMIL3SB^ST6lbVyoS+Rk5p)fAX$Fw?=B@9OI_ z!e*|}u>SywzVir2`rvK79rtf8%uUpf zA)6N_DzUXcmlRO$910H)ZwCS}0M_zu%X8~2aGAyaG3f8Fx1tUvgIWAq@kgafTc{m5Vd|laxbz2j4$-} z|E(N5Bnp^j3dP?GPj(9@##&lMkSHs!WvQC6Go|S6iF5jjgRWhK74) ztmhiLQe1ZWjkZUHlXvefCva@6T7#pMA4P?8&N?<#PbVje{Y+o7eqCaCpy(3H@oda4 zdFb;OF6h6%y~3Hj<1M#YyV%oR+#;)2uTHjGU5^k%Rt#z=iP((sx&RC3_H| zLtURg7oC&4K#lvWwu|&3wjvL|LRHq<3D!ir7kG)}9lbR3F4xzAfsDc#wiA};l&zk8 z%Xtuqc*E#W*EIIU@x-^JB47SUPjwsN`&tc21K&8ZW?!#ZyS)!H^NBwmH}H>O3(1dA-z(hj$-B*e#aS@tR+WQrpN=r^WXJe$!}1=N$4mbL-IqPtF7$Kmlp0p`L`M0M9E#|Da~N8hxz*2NZlzy`=)glt5SVfE) zpZ6PJDFQ9*?Cr<8Lj9T|@-a&#sTMt>xb=fV{Tx(KK3JIF#0p?MgFz%UmyJy-O7Pcx^~sUvA8%i= zQi;@+h>g+7%?_6k3p~s%E>w{^7l29^rCik;ApGv;tSoko%qUV8ZD0F*0vAL~h(5jM z`YIO1m{(()O3$}F*RUJ9r>dsLZCG>Iz#H4&*I`-@ajdK6&6TQg%z4j`ug_HybvJ$6 zMtyrquqvGzh4vaUe#E8ZnDmScqq<9px_gC5gpW{+jR88hA1xIE)!>Gr*`fhBqt9cf zNEvPdiCcl0iRmKhRc+f% zjKY|WMBAnE(!lz`VPRq3vJBLFVI0L`>k1F`y?=p}TnVh-_pKz!v+Nrkw*+)53dt;)$;;w5^|=MMy?BrycoQv5=m@tGNm*%qrb_Lm~XX$Xa=UN*Y8^@|HnRG=bH?g!n zqP~O@vvJ9G+HS-xOYbksoC4iBG}QO*-RsN_utUjS*qeRkhTLN(Jfm#*G`aY8L`Xtax+zypZR0A>}NGjD7p|ab5p@ zPW;vJ($Y4!FDS>jZVq2%WME)oV=E|aqkbga1Ik(nR=`O5f`wCEFN^rLRpjOf<*Zzv z_U+gF%ghdZsi5Qtk~=nfqUbl^Cgi*_|I>G{w$jh!?!13}Z6u2da{T=bbP+d4+Vx8O zPg~C2*HT&_SEm>Y;JKp#iGr_%zYfB*E+{{FNbMu0Nhy1>Km9q_I#mq;K${>uUeA-6FD!cI(Zo4=#-80=j zolfn-E%u&aasKAW*i0MQ;*KX`<%v@r13ziG87Tp8o%q4`)cWzo=s(> zNVI)1;16$wf*ny-2f-|W|`1yfw#30uo z>|Rj5N(%*`jms*7T~Rw9Ida6ZgU@=*-F& zO*C5hA?8*h?@-I3%8A~4H0lIWo;-Q7B20R}{m>_xdsQSNfaIH+ocw}VMliBLY(_|L zZ|`O`>cVYsesOC>gAU^3Sg8OkAoyex4YgErVbI|6Vq#A| zyU?4+%1YY`s@2o%*%R~R$-2T_D<5RZ`8vtD=+x!64RW%)jC_OEj!KN*G5}Xw&mE17m>91}IVy%si2B6f63w zK%bE^0VGH_9#Q`J0r4n%#@ZP+ettF7p|bbZY^%s}bo4>(kD?W+xiL|%{J?s80aa2A zlDZ1a6v9N$!-Kvh_*j4fR&O&h1<(W{qyz7x=r~AEPmffo_u=kpl{Cv}g;;f?Ij}xh z*FJXQ#|p-=&Gm#GT{r zs7J=X@MK2-uUWfNeX4oaYcL!vCr_$sX=#awi6ySoTefnYRIW4K80yGw?CJPDTWDxP zK@9Vc*IZGF)4YY~9&JChq^)^j-s&kWZ@kv`PHCi=SVsgkQ05Is=bOn2o`tlGUwN68nasq=ey~AXHxHY5N z`fHc3TuIV=ztq5K416aOBjb6jvG}zp!l;a&3oUQifppiPYrZ!x3=Itd2O7LtQuUO;NG?!f-f!pUX2|>y9!;m{ zl^*BXD3E4|j3Hpfjm!$b*`c-zAsP+24B(9c=st|b5~|GC&oZ^;z`sqeOWCr8!Ac<| zY<2h0~l{g8^BrZrK4Kp-+5IwYQ%nMpPX zqcC{!lBa4V;)z#sHwep|J9qBZ95xRo3K%x6cWKmZk8N1MYOYjyi#16RV71Y#n4iZ8 zL2IJPHkJTM)H!KamM&eIXwjq4Q;aI748UIg-3@Jnl1W<>bmidVjrIG;7HDDnCC;f{ z2^HcV>y{+}Ypo!s^b}8>t_Q1$Z204hMr2sV7wQLF zewO{^R(%b&vm0U)qJcrNFTYLe(__7#Zfv&a+LDZmjBOFrzb6+h}_wzvhrP@dL)uBqy6yLPGc&iq0yZ?$hJTMJLp%@Lgp3_gHVCShw4 zFZ8~De26giyf6g?Ghy$hhjQsf&71xw7dC{sIAJpyreKQg=#@`=qS0VFazq+oS9WH+Pt>lcY;a`cxm>E3$=lLEAyz)VOGsTw z?BVGO$N`r94P8!oWW@Y?0fJf>#LDHw#KZz5yLwP65yee-*9r45=RN!pSY48ilR5MZ z!sNfBMSKID5Z%gw@RH2CWWW^(`0*Hd5!DWi4xwpIpFW*x`t7!ij7*|d&Pt2UlGDKb zo(v%K^oG8F>aI(QoSqnnU6@#y_ah*rpg;_DlO)&@SwgnOWX<)N;P2f@kU!{aeFoD) zC{=#%LGmrOImx&9B0vEG0(tYQJ=XpuGn|g|c7&UfJUMii z{4IWWK_DfX6oK240#iRy2kfsSq_A>uaDa6t1aj5WVZdX(iL1HZZ4-WX_MW}3i!t@$ zyygrtC>q63I3|+Rjn1^ZuTjYBca{X;rxGtK2+XB8pL4o*bPFBbA#9JHE8?-$!6Tl= zm*tNY7slitesboR%CU845zJ*k7L7I84(N521*2;ABpPMS6I&$IB+!6|l;h7KN>q## z3vvh(K!ofWs+^$1j7bK+;SLCmz0QS#8C7d@`^iEt?sCKmE~7dwqRDw5Gf_Yml?#=i z6MuR1laArJb9V_<_VxKe11z%P@o@!22=MBc$xc~e%r=kIrVorlq~`Cft&GBuuFtPj zf=XHe5{TQPTMiW4g=V{vr>IV&LVaySkOZX=K^pnfl)b%XCMP?=+F}(w0S!qQ#+~;A zka8lB7OTfp&OhbowL@sBI=hiShzR2bRZ-HYfC#|au_NrrmCsBpED;se#1PU@gwNkb zPw!Yh-h6N5Xu*dNTS~PaQk8yH)XTRf&FVjV&wYBD|K&@`su4jcn~)KQO;gsBx;6e< zR=w@tvKzyKnze8l(>=3v{YAO!fQ_L8=;Oyc`IWDpdVBBwSuATm0la-`N(~&8!L4V= z)Il5KCfd+{?mI;x8YezQbMr)~MFcN?`EpUnle!dAaz6gMV&-q@lKKkM2YG&nL1b+} z8I5|ue;t+ZC!a6zlsFjv@jL#wmI{=eZriATs&`ZD(2Vp+#rI{A|) zA@CMuV_wRM24g^E;0hd*EE<{VAW*}Bkvky9|2OuHk{dA+{-2Xdag^CEla{GPtq;@U|fLI1spKyJ#1seSwrBV6%lz|Z3d)y#hWWaMEyc`n$Dr0_XpR=%*U7Z zk^7aPqdGVq1w`JquC8!YHoBjm>;y~4IyOcs5JC&%qU2}bz%2%v)E;j?D{V<&+Ij z#pnaU+0(e2H5)fp15R(4|Isp)Bg z<17cX?CjFv8fa^6-4A&iPzRS5j@hu}Ci^KRpb)Z)<87>ZC)WR4&fg{Uyph6YGp)88L+j83+?upU3I1ieuXOcsM4!f92j zH<#Y!xrytopTBxzc4#OFlxZ9j|lUz#8&g|0euzR7Hl*$G$2A% z%PLKyp;mxBeQseVB_;JRHa4#90jQ+9lhUa%9o?L`Oyl|Vm)PZX8`wJ8rK18Cl0dbI1t_3LkVNj>5I>{$Q- z(A)DD<^?~&=d%rk0m#oV6rzCk($KL8V+4bXK30uo2T6p4?8L5#G-=KR@J$71h@K;K z60{S-5|M#nWfjH3FT?e)+__-R@E-ZsYS%1~Og~|NB-8~KPEJ{9MPzS-0FFi2tWj+x z{3T?bZtM*>lkO1VoJbZ?I4+Om<+ ztKOlu-Q00AzGKb0q^F*4J#@cc5lItb$rMUd_wE#^AKv%1Uf=_{Bz;b38)ZQjfC?e` zQx!<&4FT(>172FZ9`!u&VBk}#L*{T#I?&O?at;>&Nw|fD5G4bf@Gyr)reXC&Pi)rq zOZiC~=miX`Js`br*v0h)Do8`T_G57k2lz883lW;qu58)7nOx$ACJQa!4eYvc*K%5w_}3KDk;>Xk9zl~7w>^7LU8@C(`H zsF|5rpZdY9g_qZSkBkftNA;0XwX3^ZAD)O3omqr2az%jEmypJJ>`|SQ`wEi|G^|@Y zP5UB5PvXU4;`y1K9Vs@d^Sjx;lYGc%XDLq~>{6VK4GoWG*ZpAavf6>Y{c4rtgR~Lk zN7FcLv5T%CwACY8Q3qZTE`xpqv2vS18qi(cw(WDR^b1VmCs8y$Cx2vwToEUQ%3u0C;dIEWDA zB_&dr@-KA)5Q6}PyINfY-+FK2f$a-~nI4oP%Or48gtuWIexYp8?BI)+-6O+uok&6-pw}B2c$Z>E+;j)Jn77tGela(I`a{9Y|;^~N-FXb zjP-MzR|X1Pv2q1SgWw3l<(DB7g~B7!jq*tmW)8CNv6?)(PnK2MyAx{%sE{7GaClDt z&M*g6X2qUrP~0+ERZm$u1y-zDMMNqh#1pBXrbd;R6;q)mVZ(BeVsai*F6cdZVzzmk zq*s1{2t&kH1Olb!`r7SmQqV(JLUW|E?J8sJYs$EUXkLZnc1d$R$=oP$d+Q+X{TLX~ z(Cq{B450hgAQp@eDjXC(usSjb;|t|wIgIx8gnGM%EP%H74EW?x$e+4E|GN+gK>WueLxzG8xs(g9fUs-PE8ajPSQ-_f z)3$cotOVDtX<+zTIo9o{j?s!Xf~P_rr7_HkkD_o5!VAcwVgvt82nYVb>}4d|5~S1K z4ow|E?#c*nO0C~D4ASweMb@Z(PHm^vo~3MVFJUjdcmMv0)ODfN0cTeMQ|jU&QFH1( zbjkOtH2?l_HE=OVX5|Dn}mp}f}*YHjj)jlCaBQWZ%#JjY>Pc{5(pA5=I*-qrXH5)dt-)NVF-%TDh9Ua`e4>r=j?cwN?{Uw%= zJY)Thm#|^q0hf&dOc)T`qXSTccP(#LtcEKR{FQ3()6Hs%{8N(Eti7<}LKB#LuzuE?mE~r zoH9H2X85M9Z6qY!x`b;k7CavNv34&&e=G-yru2Gf%I^-!gMye?|Kig~7(al5fkC<; zj3)GCJuBwKpipw**dD9hz2#^XiK9_M^{G&XO78 zhfB}0^@7WuXpq<7suQ#SU<0t^v+8GiTebTL>o;dAST&ntOewWgy5 z;gqn_jYBapF;z2@GvW=&M)e9U2gbz9VUVDS;n<7YfbdiV zj6-Gt?0Qh~`utjWaA3ZLZa+$tJ8+MRkXMOi1)9As)(k;U>UKk)E^Ev{x+p<8GTP>; z!GhID3_u7ZWS1eR!9K6en0g;fL^u{`1iTez&Yp#%Mw~c3#@>H=_X6et3Htj$Ldf6tt`4V)WzXVu1TjfH7X{B0nDugCNrxMwvWuaZ3u zrWJevQ_f)mAXlth83EFaxP|~Xh;&K_Zn(S3u)HEc)997HK7Y?Q4HPetaS2?8`}K6B zLUftq{0Ke4*H=D2VV1ThAs6VG+jiU#1~7RH8C4L+Kz4oq^cWyI7PVC44Z08 zM+=c8zzJ>Jy*m={fb1$FYJ*}95}Y4$VVplnFs~{5awSt6<(Df=s`_+~rNuzYATXX# zSujX!1+WMIHZ?O73Gs|*&S+9Fbbbj!kJR-5w>=Onq!H!G#8j)>iWB>g#r{6K6@Ay_ zVpMqvB?RrJjPTxsn*V7T01U0o8bn?vq#h= zuOdtqu#37YsnfAAL{d{b${urMhCyP|2MJ8<5Con;*hX3`d~xKghW(hk!0g~z(jd}I z^?i7qym{l{_^fLTyOx-UNZD?a^Z+Ce5l)?gKOjC5sDlmxX?RFAZ{-r*69YMoAb)ko z{l?+<2EP!io(n3_nkN=2ZJ`%)B_X<7&i; zSZw&sRB1bzIft!NxjlRRm*$fuATG}ve^+lvK>NNnE9eNN1Gev~3 zK+)4XImHP7v%H@T4F*y`$BFhcmH;H%dB=(8%5i@7P{cZlNQm9kFu=ieb3$J+1(eP1 zc~rlJGpRV3*)GX`SAQ!E|P0X3-Cn!ZZPVBEs zbLUVzO{3x*BNi|eo325)Oed0IH4@{R^>4rjQZLaU0<+69R2UL?`?H{Z$5aKS);H6gs zW~xu@D6S!rIB0wZVL~r~{*1n&ZrjHV2d`dB_O0X?O>!HPf}xUr3OYI=f%#6)kE5Op z6eas8^|8t_%dlMISY_#9?al8nlNgpnv@!i(q^#Ru=VV4|T%d1R8tw8aZm1tlL~ zKEzsB8hretWo(~_h2)_`!NaUlh3wpE_qH{vFbf7VwS{i=e%l*mxJv%crF)bfcFU<@ zZB(cANw(J3N;4+sKyD%1n{?8Ws}9=YnMLwNo_Eao4i69AFy~EHRkW}$U%jENx=Au1 zeok$q)6rSKwkMxfZj}&qb zM*Q2BWW3A72_BK8A9%+0?cYzQwt-x&WkZ5hqx#&7!9eyP4O4SwrYp;pm^evj$Cs3c z^_p*ucSu7K`TCDyp5b@rqdBs_P$xtCVd$?-{J+FW=~%DXOWy3yHbneZqKiMKv{X?0 zE%Af@=sUbWPwcP7mR_}FMZp8JVQaf+Xw}x_?I32Z#l=deMx-S?UFE-@hmV{8i?pBr zhTHk);?+MBs{TKBvw!s{X2d^s2z_xuV%{ft7Cu?|MbZG`*H-uOve8tM)osNR;(r zmI`lgD71wIrF`sV8a%p&%~~AT0%}g7Gj+l1`qMIR;FY1xYjle&(0i$qdyD38(w@hK zTU7i+p@;_l35bHF|MVr6F)jKnDVlm)sev2TQ?4~XRY|2?D}MH#vprqFPuaJ4T2L`)WK~2{I%<HUUX2M71y3l(T>c~P=Ate%s(}X}Z z>V@Iqd+}mNYYkeeB0)85kzKr<&$o9f3B2GwVki6t)(ibsK{7g`A5~402@Ux2mxsSB70nf0NDwV z1L=YLS`jS_4Wg*y)4&S_qiUP=uO{Rv`4i*>a{n+4ha2+LpD(5pbfDVxi4F~>3ff@_ z9x4%bIgrQN2WNMOkGLa1Zj}Q z2f>um!yt^?VPR%21^Mzs`!4vxat?=~$MkMgn;tHHFx))pE9yG|N`M8{)r}_yovyR}EVxPiji%L$Cyp&6-ZRXZ z?9H3+1SVUSk=89hmD%?@sf&QZPP4*;X0C+M$<@4&ySn0v>tnRMlG6dU?b)N=V_o

      JwXzlgV6rV%$HMurr@0*#8@;Hbb#%lou) z=VC&y(i)&O3)OYbz}PI}h=mAyXgPCe`P8y9YWeq@_BCzRYw{A&R~SDvT#X6{%pMLP zW*<`XqV#9*xzuFU6P=6>P*K;45b@pG+S<$l0!;^R=H=yWrKMHvu!iwuXwv1GuW!tc zA3x~Fs7REe`sLa8KlXo;?osLwQPq~n=VIPuhwf(q(mtxPJ0feQKMfZsla=HTMva)? zc7yrQp~7o733G*|-(ih08#+#XNT*t?*t2MEk^?I>G=LV>PA`L)Qq&g=!qA>7prP7( zgc9)WvAXKG-DDiYPAl3)ymc4_q8-z3zh%D|`eB)drsO$MG%6q2;{vP+pNE}CC~UW+ z9|L^5Y|kXb6sjU2kiS?Mn=)@z68K?yJkj*q8B(}F*-Uk&7mPu($8Hyzty>AbCy;Lj z*qGOLgB+l6#93ZWjtS;+7#pMw4SQW|=D`#_-Erg$BE$3>Y3jU(?dM~?G$7_EWUxKz z2;Z9YCm0oY2}AtmM?)_NSHcer+h~dPEa6^~gsNPQU;{$--7UJ@^U$S`+qaien>k;j zoFF`N;Dx7U7z%U93`9IeOaN~zb>YHim!h9|mtqo8TjC?$uv=ga8~rXW-9Iv?yIDy~ zEIK*Lz(ODLE<7NNC?K;iKgWIJ#}}KM(eP+WAi}sZco&8c(gv-v@wJA8ltM^h6o&Rw zg4VAj49m7{+y1m>K#^DEz}Xw*%YhA_Wpwe*TOm^@AK71Mx-Zf2cw* z1H;#AV{1fxxzqH=Jxb~jh4k~P7l)pUVXKllS#HGs40b)UH_AK62avaq5yXAi3ejV?Y3+n1_Wi-8{Jm_eyvzZyuvEoI&s! z?dWF^6KvoEFLYiAeDjcx+)K81&Bu%(|Loz{Y5l39f(ui{q`id9sU-iH8+HMQjWLKq zW1#v&>gh`8+x)|i{&_3)F(?dc*kVT}CaQ}a#yRJDuL+W!&tuXQ1zx)w{vOvL#M4OJ zCNWt+=M$3vXwY1b`?~Q?RVUZ!-sH>-Oba!=2#e39G^dEAYkIsd5g&VTFU(sye8q(BgD|>m#sr~1vAV&21J5`owHhImFQ!5@wDV&O6ik0emD5KMc zS0HD`3gZlsMq|(NF1PY7EiBU)B zmZ!AldxMm}A(Oj&84TuY>MjAfDqH zsu36Wf`B_OBvfrf$(imYful1iDLD2KkJr=R~YVm)!Kg!o10I*~Pt}wANO0ssyUR*mO^9&oiMtrL3{( z`=~}l2GS-1duxT$l4S)?7TFC=Ufcu^vR|XaOy4x@9!b}V_u!66ctA3P*X%Ig9_r0F zwMl8d{0%%k$?dgA7H=@-m#s<%!XhHdNcW_i9D_@)Y{wAP=q-yqR1~ExD?B!0$#!MU z_hgL{KY4uo@av8mL!Ni4?DPjmoDuPA`z(2VB=9R?abxUy0S2QjDoZA#5{m8t!#le?E; zD98yrgujNEP{q`LW^oRr=<(sYc$?P=iwF{s5(0nT)sdQyjSqla&_ibScekoL{NpR( zLy(HDSZ?*hO0Fbb=s4Zx=X-bgV-Pbq=jfu9<35uz$K%&&DQ)dwa8|Gq`jbvhEMuCC zwckKqiCS_unoyf)P|Xg^v}Z2X-O{`T zNFzxa0RDD|7kmF{X<4%@Kfl2^xpvdyFvRE<{I}GfiIjw8{@=*)Qh%2k{wi`JgWwFN z8#m&AKH_?}{h#&4C$J5TNYhIc5d z6_EBxql)Dsz%BV*O7mO%$B!S$=}^-+o{8PNQ0H$yTmFKMqImz=ejyQZyvJUb+$%T8 z$$At@$&0^n@t_JSDdbEQm_~?pNmOE_G;o#+uRCCi>?Fn>kpHAhEL4)7csB(k7P)xS zDWoS8H28k_r5dCB&Cfk#@tVg)lgx?Ja5SN0I&6av&}_OgvTa&MzOUF*Yg`}wJk z6V`(*j9FD}H^9rQR#sL=(#DOL7l)zXUYmu(=xe8&z z{%focw}A&nWfV<4-Ecz5!2Q%@-MT)ueUZueL+MOS7_ESvQZ#y_&C=UzQ1h`*B_R@& zz}%Br-2<})s;KG{?bI-kRXsxeL@5Hyc_VM=)3GwMA7Nf^cW-IrCT3PvSyNL}pH>){ zKDUkm$P#!kHvNjc#p!e5UsgF!FXHeQV6|>qG%_69vluAjcCCrJ5QI8~M(uz#&R-Jl z=-2s~vAMS@J-vvoyd>KRW4LHSs)ne(VN7bl?~9K#NH49)z0a!YW~eH=CpkN+Rq6cs zd+@H3m4Q}?svh!C`Y>6dSxq`afa=Dkl)YQu*!*(dxr$8*ImLRXcgnF}$ssMUm%ce? zitLM8;SUCCmo!)cSPtNeVoERVvV{v=2Un~j^_?Ied0kf&kVJ%yDzu)kC(;#l> z*JA#OS5Q_Ng?YTi;XkN^M*(So9ES&~L&SAEo0316c+%xS3JlUa2%9eeUva_Y&q+Ra ztMb&3wl=k@o4`?|hfJr~x3BHo;!nr!@c#w<=JD$XgMTTE|08t$lUx1|*sm*FtgP2t zEp{SXZ?W2Ic#?2y4U4pUi+IDmxFOBeR7gyr{L35{Ky>;6ZfA>cW3{$-J1+f3LJNcTWLjWsBn@J=k|{fZqV!BBt_L*MINu@$G+;{ zyLXCh9-XZW0l*fLah1;t&OQ_r|TW~~#$ThWV+kAhGF||#py>1sXv#=oeN>N7jwd)~9gq@>& zYbe>MHZdD8Js`aNpNSeFW@%PqoTore5A@fddN4B{H~Pwl)(4)%f&9*u5!h35w)Js5B_ zuL4YPmGJXE-Ar5^yZCL)qhl@78p$1?y@-Q1ZBZ}F-u-V8R z-{52@QehK2?S?%kt-r?Fkro?Ax@qlV_I65+yBoKO7nCs!;qo2Ug>T@WR2%I9pgx#fKbN7w zL58OP32Tg5Sw9Ro^cNie}gsW?q^ms(CdAd&i!_(Cwz1~W(#YXalm8xGa*ZxR$-|iWq zYy0d-Jyl!jK3nLZ)O)Lv07fc;B@#`>a31S)pNS)@a70)b=<54qed9nK8~cnU6C0&+ z)#-Z1c(1py$jc>$i^ILR4p#p#h9?E|kmY>ZI-hki}eCcWuLiIFw*)G8t z!9M{fkf$N&?4LZ#f1pW&1CRa2ewX@LCg0ibK3xU;ct35i22X#O_AAdGSdytfcKVk^ zZL7U^tD}_TE?n|3lJ>l%1_}8E!H7s9*;lDrku#Qkf%8(1!0g-Aqx97pbhZ{;|HYc~ z5}j42a*}l3?=n(;dtPm&<+J^tv=)o)Q_G(FxJSQ|=Vd|BM&y*GYt_pgRUIvQD@zHH zjw)?s9<@pfXb^vw_sRnWy!EF4naTb+i}Wwb`c%ARPbl;2LXUF(*8o3c zA!WY1CNl8<28+^i9yS0SA&Ta8)q@l}nwTw=%(d04xmIpfa-sp_dW3H&<#FqYB`s;D zKG1$sB>a(#7FX$CF9_;D%c`rh3$rxH>fYEq0@|E72x^arDLRCxwh84Ez8W%bL+|l8 zrw<<>jM>NpH@kH!eLRxT`r=W~M_$!~rm{Tgr~dQ;?2Xx!blsih_-}k=Cdqv_w-H z_c!U1-}c>R36~~L=9umfTnL9otx+|_U40LobzrGa3Bym-FIh=^{!Tsm?VFB-y&6Trq zXfAz~HY*I9S|E;pRQza2WhWp240t)(AxPhX`gjke>CCMa70)qn!ez)RheFGVRbDt^ zM(A5To&`M76J_~kfmm1?;K3y3Y+@znpZf8f*y-`8|LHilC1V1Vz7d0OMJ z^+^oBMbX&AgeQg%*CG8$2DMU!WBZ}n9cwgyj$_`rAfh(fPc%+L1dc|xGWC2YQ0+Mf zBeJ)J>F5pK12zbNV_z4}fX@Y@!lZcxebTI5v)mo<^N};O$7-&)bm4d&(mFt#;b4`z z(U@^qeVLO*<*Y!gTABj%b>bq_r(2N3pv3$zeW!{N(-qbbOgwIl^hQ98B*}%Gf0)-SgXy#&AO6 ze#Q{3`c8&)X%aUikxEt4t>2)1ikwDb;@CrRxa+la=7XbXguGNG?PDC!jpahlckQc9 z5JIbh41N>k0*w&5@N9nGT?BVTC$c-t|M9q2l7`7A0F+gdo@^+8YB$oCX47JIgSa}p zrpv2&4#P(*x;VGRwL7yTrRIV5!fc12MYWn0S>xR}hiiT^SFjtsjcc&K7}U%Pxm|UVpV z94=1w9Ie<|S0_@-##&hZ$TEhwKrD5nq2w&ZLw8a2YxOgbW7xM>!ze zgT|JMRnMrv0j{K92Q|*bH>-^mp#4=3xa5**RJbFgxxYC}1CRY2q2c!J+oWNsYxW=w z+$0s~oHEB@N8J&TF*5M0leues8qLtxn5O8$KmLOB3gJKo>bU?oG~QwOxgU|}$N@ME z;b3tQNoDcz`h6yw77y#fO}ziIGW%q+)gL&RRikR>Rh)rNj-#2zaR#x>vLT(Af>Jaa zvxDSE=eihz#WW5givrcvO;lYWdix+e?O7NEDj~iy`dpGBmS!}kbVJc|y{fvOcEbbG zY0`R}(oABW&SATmcD5BOR;b|cL;OP#zv0+EVqqd3OK7q@a^bjH`;#CuPM+tkuEZch z&Q&I2G3lHHcSl5O(i?_@ka>lVdTbcLKN*1vR3^(|j#$hZv5DYIApa`H8^)!S5mhDq zW4LS5MK^Rz0H>2ev?nVVi_IkJ;|>_VaBx^9q};}v9X_arBDl+K@h`Yw2a#hA#zF<> zgvsgpIFpW~gYIBY^`pk4n{oagIR*;lv+LE~WZRte$Cv~KHSkOVGrW{$Or~9aFptpN zTEh#%+h}Ro(i)M{f;DEp(})NQOCu1Ihzf@ud;kV8pr=BEBWDwl18YgCDJ_HTDB?N~ zIbG6q6b(Ww?CcUaAC1T&CXO?g&}OnL-;T(!7-$$5cH1^zBw>jdvX~AYd{Ef1V^0#2}GY`R-4c(cb9>CqP+%P;_#KQb-3XSy)NPdws z2aML$)iX1D(b_Zgy@y);h2&oE_Ze%6(V=VYY&)_#@wcWWy(?AJz#IrM;>0N~2O5)` zc>QVe$Wf%96f!AuO`sfm~+eZX-{tCt2mr_+QHSkEO8Z9I|d4c+OXD zOxrKW2myx|QDNz=xFjZes6I8U)l6-?mW3TmzMPNHQ5KId3Wym6)Wm}QE1gAtF$N*AGA7pR_A{SLBVmvYQr3#X+z1g zxqlJAK<34#?z)>@oRgW+qYtni_vTCMJ5H&sX&#YR;i<99d`;bm#G5x)N_@C-FWT8` z2!V!LNF;k1Bd$1`U6M(tSII8)*>|D8T-#(7P zVP$~BEJqtJyM!(4M!9;-4jf4z$^$6%Ef4m?R$V7jFNKeH9{Iby2-eUCh^&x)+!f>h z_JV|fbD~VgFsjh~M(KIThYm;?bI9z$U!+L1#S9yDVbFkwuJJ=ihy@tSi@wS-S6HI# zEUJ-j6)zzX1TkGpm1B+dMOKR15;ND#H`UeE_UEj#tyWE_oEX@4kcB-`a+l&gKwL-d_E{!bRGZQN`Gclzt{;|)VpP-u&Eh}!o+P|#6tj}=KJwPBo3 z@gZaJ!TWbFy27-ZSeipp7e>z6hVuP5cqA20`Es|$n9DhvzIj&{Xw)MIyAVA?!@MyE zTr=bNd&D_L0*%y~s54^G9*MAC=2u;9QC&-E9CRXI%u2?LgHhsC)9j(};K-yK-t5f- zwc{A8@BKAm>d#^t5FBh|N_y$D6y@}FoCY9}DciLOz3}CNtjfD}Y;7`n@Ep3*yx!rM zG5CBCE=iKpA}m)+ReTSeH3YQdwVy4H^2B0wC6mV`1Y|M&0{+{C6jn@PFi8n&V8-Xo zGAq^)Xg<-4)O%LyaYKJ$P`?x34v(&kcX*LzE}UlSA~L}v*I_qGY9*J-8??2v(<2B| z=tPPll}=1b4Ve%IwA^}8bu7K(9Hp4JiU=b^`5%#0Q3Vx~%ijJ7qFIRCH%Nbew$CUk z5qh4CX)n2iQZUt})J%ZhG?xxWzM6PoyJk(+pBqk{EI3-ke_rpbWCpxKJm`WntUjMG z(E$iWcpFd>$Xndf{`A+@ZqBFf{QHd0n`io|t*;KIU`A7r z?Bzmp@)~(*&gw0x=fohCTJe~7z>0j)vhu^l*#>Sda#kDaPkEy}5bDPVzI&f>*)3I% z5+Xhht2Yyc78Jk>ArQRtLYMYu3*{4BA0?NIyHU}gHlmYNfy;i zuQv)*;y{0zhpzGDlOaR&EXANUKCRugyxlX;YO1AT>DYpxK`Gm7xvyg#R{)(J7j8U; zM9QM5^Um+~;u2-4GF?-GKDx7AnLbumcfJs*wE{b~K^d!|;W3EUPz$&XV9qI(d3!D- zblH;S7?s5bse;IMrn9ppeWBvY?VFVzKVfGpm8K9cc_p^uZp}MA+fcETD$}RH)~=vv zWvYn9sb-Tf_O5#VZXaQsJ8PwQymq1M$urc2xyjoOc-OTvO{QhpGHw@)A{tgP*b)|l z%dYNs><9;A#B)MADfGk>sD6acvwdS>l* zWyJcCktM@pchr|U_+^@j6G5j(kxS4xXFjlLIPXj0goBOtJ3BSA91#>#2@Ank zeEP&4OAni2VHS$#79JmCsg8LQ1rSB6v#PgG8!AQHHk0p(LX=2vZ`pe}@S(ls(WjVN zs1CfQN-4h^D;{Vyg;pr?{D8`X9r>Evnf15N@XJK=s5r|oVJsHd@_@zTgyMfC)p;S= z#fPI+Mdkcw-GBj`dQuCE_FeL`P}rn3<*?y>_{+_md90F>+FJZn@c1`MYo?Kv&@RHi zp|NdWxxqVDJP!F-&MXu&2mTzz)=#SE9wSG@1+~Tnz)3_0S=)eKly=iZ_JLr92V3=$;(Ryc3} zC4$a{XJRvZ_O~PmF^s!EJaCPu4kRIyC+$!&2(dxjKv+hT+u8#^$~a^c`E7fjl6=ao zrtGdyxO{nuByMq!~f8yH4>mz%$Ztyd`&$?H_jPS1b7 zR=FdY9Kjgd@0T|6b36k<}}rUwSfydj0ec8w{VSPO~>1zuDmq~w~^ma;rHez-Vp zMtSfP11!ze3JaCpj{Hw;j2yp**C|bdm}G*C(7;!`^~KUC0cnN$t`(FiRl+e9oJ_bg zQbduFMecz=s)Mvsd|pDYSZgwAD^fSKP`P;0@hV-+=KOZrc-AN{dTwjTKPFVn2@S^| zRe)$|J;Crn{-XsH^set4@X$u|FTT(Pw{0%Fy;JK%cI7IXzHLy9i_1X-$s3K&{Ts4R z!U==w9)hShSN>o4h|%QIliXX)b%wZVSi{SX=HY13g<1pG84t%vJZ|&nX>~U^&E-Db z{6*v3+!qakV`7o9;Abkpx~3nEcjhMIB5O_4YkcL(m6KE)PnZvx;DPWqh_!#M#guz~ zbT7s<5|a)Qmi)M8D(uK&8tl_4RgIxgoy^U(3Ayjp+0u@EOCzM=CtYs!b&eM=y_j|= z(Bn`atv&;LZS(d0bdsU}ovp`z-uzYk=E_gIPTjYPShnB##0B^Bi{qw@JK=SG`mW1` zlS?$+ULCd4jWAgmcX(0WtdHjXWD{;_JoIr(OYd7-X59&RA252qZ+hqYUyd|XguF9V zwxlG~w4cOPOWkqNoH=`WJfkO0e6l7zpj16CAP~^Y5PRII90F$moY9C};E+8#8X6i- z24A*rUDvTdFE=;6mcGArZN>45rg{UIsTH}c;XQ5jar*cOG+vHD`qFS{Oxb)KV978; zJuf$RLy&$YVK3wAxI`#kd<9{~kU%$@)jj;~)TxsvAE&blr#2YkSX{4R8uetOlT$cW zB&r<&w0iQ58y^l#L~$_)GbbADY~&V^>OJp7zHIW#mQ_LH9vOfX*ES~dgdJCf?W_p3 z3)0WHjcP5U!ZRGmGhaO~DP0`~ZZZpN^v~D&ZE1FNY2JzB)O=#7=xHcLFPuMbE(}C8Rjd&(pdzWkoK8{fTntVA|RW)z=3fd3z78DUKWG$KifQx}b}GJ3xWnn0umi%)0vH%DUlwP15h29D&P zJbvKd!DWn%33b{{)7FGr>2BTiK5~Q?P4Nw#2iFGKn)C`+P&p=$Nkzh^D6adg`I~#S z+x7T09Qw!hGXt&{&8h14+<`xWAC||R{USkGv&Mz_yC^T$u8nkcb(MW0mY(0ml_<9o z{izuOI@?@~CQp8FbsVAp;nhnM`qVK8xEK@j@as|6>W5%InnyQG4%dx|Guq1aATfoN z)H?6&(|DCaZk3S#a4>&o40*PJxn$-l)i8yZ@dPE=WOPAs)9oW#1jR z+6YV8G$^GsTU0D-Q_F>Qf^v%yT(Q&IVN;`;cd50iN`Dy90BExKaFPB}9iM&%I-*O> zeDXxe6)vrfsBO7AX!Wr4?yW9G`&06j${LEt$38Br!iZrN4Q<}6>!AA+@uw^xAUG7{ z=bt49izA||yL$nRe&p;r?w>)%wCE8fN?$NEh#;@C?p`VXfhP^xU}^lUdxyx40C*c& zSzu8;R5gJ86Tt4gOT}3+$d(dT?6MFHJ}7^?i2`czujldye{Rf%Ac1tH$z8I9b#tCF zwi0_eh5;jDOqTLtFCrvfeD^o^jN^-U_21CD@iXJFdFcWs{$s91U;oN@y8EV0ORTJd zy|VmSG$D{3%vs`+u110WO8?4m7yNuKu{co-Qy1&pr|78ZyF7K3o15E>;e)l~c9%WX ze~^`#Sv_!LC%o^-Jz0SKuDG}>Jq0t$i!E8-sA_1nD; z?@T-tI&A8wXFdIt%(>V*>Qj9bEQh=QDRz>dj4~IXPAo97`w$i`HR}Swu^5iYOTb6# z0igij@O(}MTM*E+LN^)&Rdj)?+0WCkI_D2hZJ6J^HA)1HKoZ^`MBm3z8v!hLRDKa(I_V3!bZ_{(H}%k)0yxF2E+C&n-iepNa^;>F1>&)C`U-2HIT z|D4>jNUgJq0zMzaU1YTw;ABkqxe0!YWLm7>MWl5-DM_Y3A_uLmsS%G}=ACqe3vEJd z!_?Z7GBV70oEHEJ1?zD~c@&1-VSr<^uW{O_?GM8ER5RzG;pL>rbdws25FE%z5T?Gt9}S z*x#mbKx04f5-Et`d9$jb^veewu=poa{8`p2y#cDFL8E*Ffn89oIoaIYoCY$ttz})W zaP9crX*&E^HeLvxh9u!fZExCQ`s=#oD^u1?5ReH9c~y2r_nUX$v?Yf*eK~I2B7u%M z`wWS29;SX}otM8y%1cTXM2hzczSUf5(5>U{hX&o$?$qXQTX8af z%AkZ>nYCOiZl5T`t=ikN|9h!aqHq&S|8YmoW{{7*m{eRzV@sANl!jXSyE9*x6Kl*{q a!#CaSNI&QvJV!p6<-Emnt5zkKBQ zzT~_AyriOdZc6<7389DU4*mOyYU2yq|9-$vR&T}qe?M`9>HmDi|F;WOnPAgbcZ$ug zy|?OBBVCu444Yp;Nr_~W&hhB!X?rP-jqz%kvQ01dZ`rctrL_OPwd>YZ+3v?Z+~Bi( z`>MS|LYVPaw>>>YFE9Q4sp~vi%DMfhHs$2WlYa!?_xNUJ3UF+cPS?`c*Wcjia*BcJ z#(ZOth!a1@#&vYeCoV?0&P@*7I>UDA#*MUM$5RXeTJJx8`b6#L=hu*|vobX`HEkCi zBcuGS>UvuWzIA-)wG{P9)6?2tg81IKE(r0PH>-r}h)fw&h9#t^%gGIeZ}=ss*fMs) z=-Y04N5=@`?{Ai_pW&NpzeRu4@GEmgh~Oq++x~C1C&(3e{(S}O7QD&jy%NHGU^F_PUCJg)b?c09bh=KoFgL|BE zQiR0)t&Mc|?%s_)b)9ApPIe`u1Y`NrBa*l>oom+~Y(0FXy^vn)%&AjU%*@Q~y}i-Z zd4F~Yi!F?A%E`^u(b1v0_bVwsk!JmRhAms}@S8OjG&F2~xKp6mooZ#WVI@mo%GYo) z`g>FQ`|p(JbmH$u~n0klShvoJMBfc>rp_!c#VU-Qdd{kbvrw+Gi)Eeh6>mIk@R6+ zhwE_|>#j9!?yFDI`*fEvIX(T(y?g84-}vou`}S>b>KDM>7*45SFSRVfVo7mXd zlu57*3}fF?{7BXu#cWRd2=j-?Ew4Q6_fox zZn20sM%V1vx$~9N)L>a^XNhlNWhMR0%uH`fw!mt7mIo0LY$1Zyt8u;47~*?Ut7>Uw$qtyOh{`@BaNl&kZ}jWm;&F`jVbE zi8E~P>RQFc#r0qZ?`mAW)P)P5vWN2SBSt%3`HEgLX5F>xVQ;SyQh}EF1Vctf#^0IOE2o|89ot;G| zDwrH-N^x6qeZa)Go{o+#-P`5ci&I#KzPf~4C~rvOKpQ!qkzc&rYgd$&mscfeiT z(Ze6@KYUo?^ywAkwy?U*Gon}&-`m95J~TuxE-p^49d+UM!-o&AY|P*ui)jD-d)+C9 zVPsd_!gCHbHb*(mHYhn`H_zWc_V)xpg?<_kN%8qE}?7yO-a@W(-Q&(2jC)N4aXFu{wl(qnU z1obwvYuC;wD=ViMR)&?0BBbtZymzL*DKjZGJ}ph*#`WtAdpF*D_UO@zt(EDf^$L00 zs85ZLj8vUq-Lq#8j-zXCo|t-wlT>^(op78)_S(_O-UQk}p63GpQ977FIjX%e%?U z%&h4AQ|<%heL_)73qx)arx-q=65PLY=T6xuszwTaNj~JZG^Z7qLVbz>mnJsdzA|uh zD1S*4$4*1OwmFZCoN$Cq0HsjMy zll=#j6cp~}FH8m->FTnftSaQ#^eH7ICA_Ok)+xlwXyqLu?c?~-qZgk~A)dUkhMJn1 z2i-)^$ZziK>?9|7_wHK#AHPcd$^YLaY>QauetJJJFtBXM@JrBMoWx*TetzA^{fPZ< zA|uI7K-w|&ZE+K=Pf&}x)EcYECC@-T@@<6_#eBj%(e?)s69=6etVCKPY8v*FI8_sX&aFU4%uavqU*=(2Lf zif{RDZh`2I$F4ObQyCZ-m@I^bgfOtM_~5O0t$a<@)+jkv%Ece+Gwp^n$A5oc<1#l{ z~QC*#uB6a@!t^M9*qLgIo9@$^r-9K@DpN2aMYkyvA&2e}*HFEqXZ8EXNCod1l?b*GXA~rv~ zGEpPj^YP=2A;NZa^78VJ%DcAnU)z4^^5xoD+8xKJ^-6ps&YoTUMmE&@rMOo_TH59| zwoZK8sd)LKoK3B`wA zV>_|FfvPGhMhjouJ$7sVNY#IIF0w2YHI+0Da+dQmV~T^{Q3_hJ?Mjd(3X9Aq`*J9M z-QRln;*~4jqy_dQpz{Bw{pSWn$%cCDUdxpE?m)(A#gf88@q~UHV?Q_dSzi_rZDZpY zrJ=sQ`&rgKY+PLDBWdkJ3TB53=`Cl+jhpjacDl@tpTeP&jjGs~Ph6+Cy1F)G+a;Z2 zrJQh{K1yj%uh)$0(pa)KZ_7)tWCgoy^+$(%5i%qIuuk*ftpU>Rp?c2A7DS9Pgj=t;t_sLw! z?#^)-`*Snw4HD7F~s)uxk)n=y~47x^{6T(-dnha>(nfChTA{%evhKh$;lb6 zK7XWE@T(_T5!*MrhEJ3R2M6Cr5s0h(@#DwKoE&BWi`Fx54ZcunTr^`JmtLi~i!IGx z);ok`s1#o25KQhrle_lG1Vz^ZZ5(j>QFG>dEL)Mix7LlgKK7^Of%=E9q`9MKlMYr^ zcCPDOyr|1;L0#QeWDe@V&G2wmG|-haG&JwBv$^KDic{adjT_NSKgDo6DzQB_I=TRb z;Zb1VooCOsBkayZE~<8?y?8-6_MCQh_RrGo>iT-G^mM+#=B!srhB`VgN0`tb`05VO zaV`nBIt__j2s*wF*Ruc6A%*j=cQ7##{F1*o%k}!wfns0Qr3>{{2Ch%JQq z&EDQ#lafu;RP?N(w*v#WG`F<)g@yS57VSB3KsqZZP9~WD8K3Es;w>IauY*LzDJF(W ziV0jtjwnB=wb6`?jgMET+r-G2d-vU)M?jxc`!klBa~v)wBt}H6up4Sk$Vhsl_1BjC z-KI?R6!YeHFRNug)Yosb%3?0@*;N=O;uK(U!L%lt5lB7Rw4S^9o#o1&%5cdf&0K}V z1eL%W6Mt%h%oQbU);*1tele?UX0}kngIpD#pYHTsOG6`m_3G;@3vVl8?%Y|0zVGGj zy*_;sA^$N{*sdnS)i@a4``FD(Dk{-R;Xn$g1|N%yR|5%d7jYct)##~9P-80JGB)?? zB&zUs)YMv6MFoWyh`ut>miIP=2#q~Y%PoN;DxUGI%rtK~eevSObc+YhttZQK_BUtS z(Nnbb^v2}8WIzjiwFzg8rh1o^1yper=(u*5sI!XRir4$hnlkRBr10QgD=MY#-`~pL z+ui-dPmfnagUUm*Fn!sU=H`pI z!+>*f>B{jpoJM)SWsLPyigQ0Ltf-&`sy%3fTOcJtGKA)J;pg zi6s_~9P|}iEI{T0wYoF1pN+1WnV$ZOf%;Q%am0%kf9;j->g%JC-yB%#9owTtRZwtq zWk-9vJG$b2e|1HXtYdMgjR3brsO1V}Jzqob<0{e@y$@duddwpCJx=+^-H7Os2hq46 zdyXC3h|hg`a#(G*pV4B^S45Gn%_RkefKiGwW&gp0AJdG#Qz&}H4`Rj^<~0Nb1*WURV>+i)5DyKCk;?m2XbR?B5#i_nc; z_slleov1a!c7r6Hg9I!z&2%G$czAfEp*XE=10p9xo+;wA6}U}NFuw=5_q2)0!4)f39KF_XR7F*l)bY=yr8hG(Gp+Xec*MjUcyH6^ ziJ+%mv!?LJj~xgs2u%fCNjaA~)yMnl>BC(ncN{x*jDdmS#ieb`%(U{Gt0K>DJ9H&Y zDk16BEB4c;Plp-Hu3Wj&FC^pv+Ww8+Z&Y{@PLOFKDJx6oNzdw2P*A|6mvp}|FUGPh z&tYd#2L}f!Y3UEh3s6g+RWw_p$5k_~?Qos$SVPNlayy_ag~e@O zuz-apvTy~yC@@elu5gs<1u(z~t6yt{>;@mWF3g_deoEL9f$JWtXcXwSPEAZmT)03R z5fRZ23hd_QcH+c|b_5Cu$eSzIe0yss_xkl~3T5jd75B8XM`p5xePIX&D_J6Ty?zNy5Q^@xy=kT-#q>FMbWfCnS@kK|o6&DJZS zTgKSnY({2ghw%sAxD!94tEUqykI>%xSxWlgmFPXruW+0|q62Ls8s_1DHdeP>d8FeN8PJ#t~B zvqS>y2tZn%u$`S2Mc!M;CBHaz%f!Z|NTl_hr8q4e-Bxf437kL*L=IiVW%>f*_7mWt z_m^OSZ5wE5&meWGYHJlkj_G^b|NOL0KO6a^ifX$Bv3i7XqK8a;8^L9{WJ6BKSCp4u z-f0JtsS7-J2FL9hySNiMxoK|vH#`1#e|QOE7C7JA($bPCywY%iHg1kr{;7jJ6fwq$ ziHRbRyShK3kb%M^J@(gih|vHfR<+rV{FFd3TYdB9&4zcDuQCc9%nxhjG2?eY;o?KB zx#_#;{FF9BT!U0KjI|Y{d2sh`uS6j)QB9dXC#YoxBxNX*n)q7UpF+8{dPDVDl_L*; z;)w24d87SA)qOU8{;i-=&v*@eGQ?5jOfISuoweq#H!{JVw{KHJ3weRVzjGMdM-&9q z=?{P==;gOE#GMBdwDMUHm;`VFf#7_q#DIm?;+u&A#lXs%G;p1q%jRV%cEeSiv`U&0 zBiiBhp;i$H9`D}0+l`t8MCpObl_3t^0`kgz^gn97%LNlx&B*8{`yE=|_)j2WIv{-X z5DJ#t%u5^%3$G*ZAR_+y^{W7?2HIpJofi{jlZwI+{*;lKIey?MP6e-CEd$&v`>7VY z^j)j@DEpG5TLp!LR@l$qdWA%};&V0|K=C%fgt0I!TeZ%-;HlSx-Cu%L^2`MfX&lxu zF^(O$o@TDx&pp1gO|D7Ds8)PN{Igss56@M$AbvCaQfkd`&+UVYA(X_BEDw!1+XHT_ zk=y9WnLK##fI=B)Ouq#H`{Y#>_xbbXZVSu|@?WN{J)|_Cu`xCAdsfJ=rZJ^4^Lk}- z_RU$NKl4MfjhmYfxc>^GK9WCwtbbqt>-?Lt7;>>Fe3S2{mIAGO-|G8bUhjbCmS6w5 z3U2Zj;;E7D=G`02Zn6wj-_xdylLi>>N|lWCP%rGn!q>P@-#@@8vSInRH--mZ{NH~2 z_e!5RBP65MMD;Dd35v%^`-hcgUZ>8y{s?#i`Kyuc*77Vzh8p_eK{E;YPap5l5FrMbb`v)@ zH~7g%kkqBg+=EJ*W}v;e1#?ZEjEuEjZw)KiPMmlaCywm9d-ulLO)5eLC^HT3ZMblr zXb2D9y*mNNojw%6fif zSwT5!P_Z2v_D%>+Jf5^WR@}QiMD@?eCc?9*{}!F}xpScPq8~qg4A6%xw4K+07T;)z zu%hxR}Z^p#LoXg727N+dx;)*NI3(Dxgzh0rdY~xnH7?+J2 zVBVT@4~XQpmsep?k;Gmq+dnl2ASy?oU)uP1{d3UhyrVZG#X(|j8hiyK&o2<0X&c=__*=tg^_I#5|{=B=8A)~ z^u5%)yxDV+m!@ZDS5W2`7OJ4PK+)CdDhqrj>heC-H^NP$lgb?vlMl#`$U{euG9YF7 zCgWmXyl9Wwm1NyJOH^;qiHs&5ULGP_#9-zXsSW2=ADoOGqp0hPW!-YXx- zGd0jORiVeNmT{poOFdoj;zjqQI+s-r_vW9M7#Te|`(!Q6y16Fl_{N+s1h4hh#?`mI z_u&R?JOzQ1apOi0#GgsiI*(!cvx;vq6MDcR!h|M>z9%0CIdJChiQa~|TNZ0brMWaY zm(u39Juo`*Zf|%2R?X7JrYO&44l%p3i(iyNP#opOS&Jh~;3jpo*H>lD|&vIU63iXGf`U7ohrgiIEnJ zS5^K>Ea6q09O-F!vwyhA1cO4P9@LB*eRUgbZEYzmtOeXp%R7GkqIPj{(QkYGn&Vni z#)hGsF*^4Wiyh6W`ZTNQnAZXr67m8uy|9r=8;b`WtM|v-sMJGHx$s@6F-2v8TvU{Z z{kq6DqpFBi??D3H-;QkC#JlO)l_1gFms>Z#a;>Ba7PL0V^@+NFMqXj2jT2&j{lSjd z4Yfsw{7ZNHmo9b~{hbzzBGX$>@A}!%adVHj=k9|C*JD+Sl(k$|X=!Qw>gv+@;IXRA z_WK(dacJv`8MJf&*kIP;U{0cQ{k-6HADfzXM(k&Un)722)iyaZv*h-=P03b}PBe3w z01DR9(tZM1^8h$L(A4s=un`j#utrZp)#x$vYs?AN=RM=_q8YYz_w~_gnyZnW4!*Vig z->%Y^Y2@hSq&MDMMREW3?PB1wxYnm<*yMw)i<;*_${|@C2P{~B`SN8X`5uhS3OXyV z0gGeBy!`wa3HbxPFzJ+*l5+R;r9X7|Fq!yE7-P0rgdI6vykOhJM;sKr}I@`;BAzV~rKzkBe79oNl3}>93PeK$-w(LAh%PN|q z!|4&*)!Ta)y=|+wC+(?=7a1mp+UP|@L?{KA?pQ9)J3wQI3wgTbKOdw7n#F;4ctKnn z9UH4cwIV!DLPFw%bvJFqt5+kxqrzi9DO^7G)+7`wvwr>hWak;H8-HrnS>#SUN&Q+| zn_kT0yGz&;CE_Ot8~7+01zAq^s}gM+9jGDKNdRNP2-^jSD`dC^#)+8tfIm)g7&EwP zXvogRMFUF1CnJE4sH3lc=hv^RITLki2h|KsttX$Wb9+5~x()MN#?6~=XWI?wA|-~$ z#tH#DcrdbS&Ua(QA#s<)F{?rQ_Jp4B5+M1Y-b0i+a5FL{B(3!P`SWOXy2TH6G`uyW zw;gDVbl&=RCTem332g^$Ii!;Omwr*L|IeR4kF&U%85`dtxIqirdAf`Ku^n}Z8fty^ zV3ptmN6i}3u1vi&e5G-HQ!z8Pizlk0|Xm@`j$~EnPpz^j<^dJOV%CZ_FHAahtNBDoTslp*v_+pj83ln(<@GD1o}}vmd+ZmbXy#`AKQOjnY@mcU>UD z6Cod{a-TnczPPXY?1Sw$A)4qc&d)Stm<6ZGAto_X9hq#h(CaLI2H$8FI${!04#rI|`MZBx_x z7(B(Msio+yqO=3zDM@Qm`TFxF<;}*P3x_hvCLpj4h3idmpsk$K+^_Enc0LL+L;`|1 zSNQ$=<-HE8D7gI+NTln?0HP#LY@nxC#$gKPhVtp#M`9B_>!Rh^52?Sq7zu*978;8E za68qLBU*{6>*FCi8P&#aA!_67ArL*tL2WKmq31@|Q$!cWFJl^+UKzF=GrbZYwy2yD zI?X_hsY=cJ+?Ox+@LRM#0Egav@+33n`kAS^rXW^Ty$StN^42UnjJfKkm0EVBNgRg(|WZuBPz=0 z%F3i3soJb}?_OZKdr%)=g1Ol#OG_RM(`#lMe*B2xsQ32vegq+E=gys7=dw6=Y~S9F z_B+8OyxcDR5+Stq3U&ihD{DHedj9;mQCptK>_lHwT{nU;Iy(BB{r>lW!S>U`dvJog zpO#boHB)z9FLRagh@V?eNA##b;Q>_D(bK#2JxZ=~S=!Lk(Yc9`dj&e$m;?#=T`hZ6$k%@>U^+-`mv9NctSOmaECBDOJt+g8Tl z#_M!fJU42}I4m13`Ve54;O-Ol!!OPWLvkgWGm=6rp?G3^oSH&(@N^Rklp8MP#OOd} z%*HU`F;jf>^RR=BbOz8rmA&)s+|oK|l^l`(O-7@ulZhj#r3{MN5>e?`qp*#u>R_mLa7#%$gk^2$!c=XWN z8lc`i?CdL1h)yBkO+*Yd5TF#B`&oH1VJCNx3L@f|W_4a)5vO;;=1;&@w!ah7#Qx;U z`%;p3BkqzBMq9N2>^7u{QQWIuNp=F`sAO5~1ruCL>1{}12j_dRZqq((P%?LLHaWEV`ZnedM*y5f@?QyD8f{qVdu{KPc>sdy`w%AJ^8}s6vMaoHl}0|$=W^k_a|3G%q0g0Fg)@V zahlXdTU5z&7ThNrvX%nqbQ?`gDPHB~g9o%6oScQ#)f)j-w+q`I0uNOv{@t9#i=1HC zwCNVH9$-;Ca6OR7hkqD`$D|R(3h;ynrl@O;Y3ts+dDB~;#7Y!qVtP8MGLK@1IW#pf zu5fU0P$-ZrOfP6V*xR>*c|H@iSel?2oCKGD z_jT&*-KPTO z1{x>(6IJ>0W^SI0@`a`4<%KnOF7N5vbL$S@lF!~3?XpyZ2F*qDzCDGlt(r|8kLcPf z*Ev=XmAFdkDzGhWm|D@f{!q2*)~#DXiZ1_1d}E3ciNEqcddY?d>kh%G2tV52ueQ@t z|3yjpUuk9}dfFMj1Mr$iNPtjAKM4zCfzFw}>uiGHi4&OMsOLFnDGgX#S&ogTZLvqKQ7(9|0Kgs&9{))*bp+k+UhF-ugQpB$ipkX0wF8L?d0~ zm3^!C4PT##&g7^ANKba0FnJvr*@3j*f8fAPOh^fDLq}&nabi1QnOh%|$L@J{m#{a9 zrD^&1OYeJDF;t!vcVf}oN2>2^Cj6c^lrUiPF7w_UD6M1k+9@vN-1&3zH!`C^>%Kha zT>~+gL4r)=C2@{A1_qwcP<~fi0Gu z<)`dxeGH$-2WV+&VH}F!0X#s0qdv)V$zg_FUnAoAj)#tO(c9 z0s$+t%&=%9bqgfCpr&RsN!02{8l^<_7@l=}CN=v(6>xiZpaq>lC(zN=T>+~X+?XFR z>ZJf9CRlwzQKe9bLvqwb(fdSP@zgKAr-xKM;3xVBry*ezI9CXOw}ifsq{0k^R6%m$ zpnb&42{qzXwK-5ToCVKLI;0j`o;!b@;A|+WaW0uujQ! zjy8F1b8^-Y=-MT6{s zIST62_8mJul$Nf8IJX}|0MpIhDP&&RE=?l7@{0m$4$ zg+}Pr>MqAsL=O!tdd8~i>dZv2Dk%61pUx}JkPCC;bD6zCj4LQzA3l5_{o&lX^%#lz z)YK@<18&0;!snw32>||qc5oqLnIp&*RLyzvhhYP3XrY4=jB>b@1T3qlsI&tDov`iS z{`m1@qS&1f64C{7P{Cx20`2Yek9;umvL)6nTULQz!I=8->sLBhV+f5vIlqhHmSXUu zXD2M#Acw%;VbT6jpw%5|4BoS%-O}m{cshJlWs}5ymY4r0gH;w@1Gpea*88FkT00UZpfCDqiEYW`Q1SD zG~2juL%c6jA(G$z{mWPvw$vqA9>;N`PbDRa50rmj1?CpSn&7fHjqA&b#g@kd!ZSf>@5+BT_B3{3y2CgLuiRR^nf)Ll-i6-)YsYyLN%}drD$?6H={U>g;%b)E;=fSNd>=o7e zY-A2p^tJT#goNY!SAmDp?&Mz{OOyVcvpCy#P!E8Qj>52UW5l8RzP^&+U9GNjX4jhE z$?uJMBXuwVdJiJypx(l4UlI{e^5zDG1JC#oMn}9Y&NE$4%c$Ev-P=@^q9<7qE~d5j zW+0Lh_wdG0>#hR_4jdH_P`)SlUm0jX7e;|5l~fcm93W2QeP_3j93!9zb9i_rl%5bl z4pC>)xh#%UjonmRdoQgYaGv6hK&Xjnvukr%Lm@uaz)~*Cx9{JH(!Iw|Y8Z~SlQtnx z=z4$uCNkH-E@XyD>4PXnYN|^y3VIQUs#@biGSW1#l=Cbgr>TC4j zq%GeQcy6S{t}P~E?Ho=KQvsr_q&J}VrohkjF#G`JxJk|0^G^=RtA>L43zLv^a!_>8_d!06^6*d% z+eZc|9F)-2jVQLRfT8$5Sk5RHG0yEOf7b){4n9o#c;2k`4chtF)_-{sTfA#12 zSw%h&Bw3!r8t*qFiO!;-=<4bMSg(W_OibM)Ka1>tM?N*-^MTTYSqIwpw{%lwVi$%O z;R*Q@%283< zxa;GS$m5CY{|G9CAR>qk!{XsGuB6=np+SRlJy9QE#@xkNQpa?1m4oUg{p}UeK)4y!8Pk+z3Nm9~xW8+ZN2jd;s0-{;SFfGv^nmiqe}(g}Hq7JK5$fEX}={|MaE0caz( zIK9&FYlwVZ-|yeX7oP3^xyBuxRx-gHevQh_zCQ;XYc(#X=pTj{o-ha;!RM1;9EQ}o z4YUTo>C56u3I(oT8sI>vm|V(?iYTe8+eZvF72yeml5-!VsU6sqiQZxj<-e*2N{PkQ ztN)`Q(a05c3*$ny1ljM_-%x0P-H0X%dyI12l5i#OGG8&?29e`R9X!bu(9l8d?H4BM zE#ZuKIN&-zB1yab=wCAn*wsNrLA5SIy$R?-JWcn$^4;yt1|f2+rq9dMGa@y0BifIm zpjs~~V3~NP=_^Q5C^-r+CLSrl7;g7kkI_RM?ISM--45%ns1`Ret$WtI~!nfv%CB6!hyoW)2UV2Hi{6yjGTRR#Z~@iOQvv$2Vg9|6o#^ zPztW@k_c}5&W8dujsHQtDCST_^5B~%YE+h%g%pBqk}SJ`+xO71ipJ09z3*wq z9)xG`++1-(N_U+Ub+|i+0Vf~JCAoi!Mc7S=*DC>x$p#T%mco{nU4)IGxapXfcoT>V zHZlzd4O~r${hhym-~0So3R*CQO#5N~C!2DJUPMH3B-uSU?WSYu!;a~%C-5Fsg$$da zba<(Amq29r2Dcni>Xp*eMU+ZdH9w*unVXvvX%P!b?3$#qLBzlwk%y@+U`3Ym)0Vh} z6hNTckP?M#{@fO5wO@$w9vNHL3Cz_O@B_7{Ey8|EO=oe zxDE3g3M3C`x$Ve!GOK8Z*%27pq-3z_)f)0`M15&)X2!sGy6dUdH`vBNjue-4KAp$~HoKiydv~AI;TdT=O%by$;cW@AdjXN;zOYHjpNm*rp zGu;O}e1PR{MMv+4yi*8o3(x>jAW5rgFQ6iBFCY|(J0K)kNp$27kmbD*6&O^}FHN~E zd10}{JFSN??9l_TCCJ@}Rg4ZHO?bTn<=c z%w;50`5B!MZMqnOE17JNaXxzPGaMZob`q{EeY8NZ5zhg943J(Srg=is(RBR1H(n!K zDNFZ42jC$(R|yP;#5k*g^KSrvmV)sN+kOaj1{jvq`+1t- zHdCePV=0d5wxvZcc!hLuGl;BBd4Xn#Dc73e>5521?RM}3m2?y0E>FJRaT=b%q+;qi zq!0XU{LWY-VmE{YK-@Qi*4^*|zEB!71XTo@cOEI)2GxJ(6K;+5gfU~dN=yo{eZ-}N zWBfsukW8aIc1N4B#+x8w><7~8lWhmCkO@6}%P?ZY8v^M|!6|Ri=Z~l_l8g-9;Sj@k z;V)Pd$l%S;&-48O5!(Tg@xYWwxj<^AafzMc$l}m z*8#3f|3j=!*tCbS3E2?|@ddem$@sFm`h(gybEHE~)N7TXzjz=E z5X%3I^EqWh$Q}qvJCgM;d;1f_RCVC;n*!8Vvg4F!$k`hYG0HRr#IVr8X9>erOAqagk)?Ih<{d4y$83&&skrc6O5T@{HgQ7dz95wW!^)x=$KF85Xcxs84@ylt_$fCDu;zl6N7VF47>d z9r-esa)3s@YwoGpCxL-PjKLOx^kb^4DHss;w&jZvWdoo}_jh&VG`9GSG@2&u*}FHg zZtCA1@#A*Gw1;+G!muCwJ>3ezn7)h6xkXkdJJxP}jUJl$h2Wc%54TsbuHMY6pSbx7 z!yQwfYQN(}&YzX;6r{D@5&72(5ExL@P^(@)?ykK@^#_v)lcegW3_p4H&4+6y-jyCK zIj$t)9T>rQ;PG9C_4hu~(pJnA-jBJr#vyE{OK#$Qnx3&a*TJ@)u=D0#nNw4XwRPrp zLq*%PLNMDnKrb?Wv8-${#F*vAw^I&)0m1RRgl-u5ocMWH-F2pGr%1ytJh4DqnL&Gt z6xmFnteh#I3u$F!BDBS+#iqW?OKe^zZ!C1^*Drs$#eyBeH+mldH*{ewzU;Kf@x#5d zupNkesu={XBM`G;$1x6A6J`pgs3;V78HbUoZM;({Su!R=iT0V#-{{ye;(H_{iuPsB z9@fk`A)T>(tC`#oz+f20P(2@Mj#LCHYi8A2v)H%alzt3=>~x>E<;HiJU}x@aIL~WI zgC%xyQ=QoYF<;yaTnAaK?RaHA4Yu!4S!MOhPtpL^4b?0wegE0Zaw35ozhR6raB`aX z6W9~x#Jyp|hMf}-W%#jiMdlB@9G_QhQ-AdKs}NUavsF3&ml^Oa4(Um#17?3#;=3AH zR>ZFmoa=x478T<{*vYIEC1vHOfByVYP*lVg25#xrrB4Oe*(`{`jEp1X*~i!ql9U3; zDYeTW32GNZ2U zii(PXxG(zH>hv4q9!QkW(Ad;nCTbt%V%U5oZ}`rU*YWX(3`1>{03qwHdIF<%e-B^0 z@%Sn>m^xsxX7zC$=WFamrrCPvb3$fo5UOC$8nNjQ=F>jp#MUOS#}4m(AZ}lF*){ut zyGKC-a2Wou=6jM>elZ`mJ49ZJk=8gkX4V)4mIzLC?NJ$gHWUc@5D0un*h% zYIDZE3LgkOH}gk1zwy_0d=N$gQ`+R!wA&v+hwOTyW?l-W@*URj@u4=cw&`MljCY}o zI0tRRjoMo-pw}OBou7WdD(3puG&U|SxY;lL6h>{{ezuEck2sNG*RodyD9V`CvMSjRak$E)~Zo77eK zJ7m!0tma2bAO;A^)WJI^geq`eR_OO@Jexp}b!ocfJ8(Vr2Oa=kZtH!9>aj!2)tOH4 z*CQB#_JOli$hnUChgv0)$WRk^S3KGi?&fNay`He)9!KO$VY`N`U{}D&nP2{D{c8EH zF0vvMH5WpK_@1g;Nu#TWql&yiQFt!q=GytbZE0~T>(}G+mktJ6LAmYm+-d%Kj~Daf z``qvMFAdW#C0AJ{<&2iW$|(fd<}>8f5NxLE4zd1PiW9P(%_24H+PVAPEbd}Xv%jNw zp@6BoElgzfrOqq%6Q>uc z`Sn~$_!vDtQSgzkNtdg#9&a*I=H4)W5k?Srf`rP7p@=~^K!Ku zd&|eKArA?sPXY8*LM^f;%Z6sx{EG)$;?p(8ILIZXmG)R+1q&wsxH?bW5X*D&Z=5&m z?iu8<6Zn3npDygC;%-S6hpW)ho(6I$^T&uy)LfQ+3}={GMkWZS!(diV^|x=y@)j^b zT~<~7@mds{0oAX6SS8pO|JJJfaOO4JFvU2fF04Xhw*yX_V!M?}>1K$_1Nq_zJKYxNX2n`jbaXn5`>h1ugL9?uS$EB>x4d z9Sns5P6!^=_cx5`M8?0tOuQG8`URXv=X-z>((}*}rC?3=&tcU@pVf!)?zym?IovYO zpsT(C;)R3PMsEnNt|v#FJ7_SQC|5NM4FoCYd;Stla%MbAER+L{{5*H=c(uA+i;Zfw zt(gxzpY#2OV&$9UPWq9GgO-@xkxe>|bIrQs^%xxgXWiEL)iA7OhX}ws>%;sU^C=R0 z1UZ2Zg6qwjC>jfbIp&CFjIm~UxY z(8yaDu;{tV?qf7~ncRei&b7%Ir{H_A`V$k?{nCr2Y#nFFBWRZ9mJ8T?Jf^iYq4oT@ z@g+w9Wz3oT-@wU5p@^QOR%vQi&Y!L2Z;_}4VhzD_Tm;d}#-PXyd@LnL7R_;9-@)JD zci7#F)pc4ngc|R)zbf3NBK!l>^|1y$UwzQ5-}Oo1a_r=H4W|YR8mY9FX6wg(RJvx2 z^Z}xV+^Cio9Qm}#8YlM#Ud$QnJZgKeiDW_l47G}IJ7$?O;i4`~`C+0ijw~+YRqEDX z_z3JIxEwR%#2uW=#~%A}`rS%Uwg9}%=jwtU--V|(R02ak=GdljLw<3fZ80IM`0pEY zeN7!5CSww4X^(T3`s0>nla|U*Yn!KMUFQa#iY<=#e&J)mITUz#P)yfg3@BpPY$=HW z>_9XA!vLo*{xf2LiPM&%<404dC$_rNP+9=rcK= zKXFOj&ke&$F&P?bgAn~2tqlaDp}CVRX1^Z-MH`RKA%%XlU?u(Q_wR-3)vbZ5RNt1S zv(7b?SXE1NcHusL*#;UC5SaC213stigs_wcNXnZoI?{b#YhKsH)O0zRAx3{yv&aR3 z1Cv2Vmg|as<#P^-N3g>ce9&Da9JeG525YjsJ|dG1-7MtV+r`WC`0?|99?hGs$%Ub9 z26v|f!YiqU4uFLI97yPLv86FF0uH~N+=D|Fge6E=(=)@Hba4Vi~hq|XAg#Qb-$ zh0B`u9d|fNgDvu&lOW^_v)AqZ8XAm_ComR34(h~DZ`no_4nrep4?U01bC<$&3w@aW9>g;aD&RICP~s%0zhHlIAyYlcZ&<0y z8aqYyzrQo>G*yK6*~mX)dv9xi__Z{2JObMut&-D z52SrRW;fV;_-idl3Mhb}nhgwN6pC;#q68-PlS_SW3rPeFVO;)YUp-0-_L`W-`3L~= z!vVv_e)fS;d^)DRP!=m8xje_tWFl$=4~Vq8uVgBWi|%yabIS;`})< zT~u@OmVS)z&zWjI@)3M_fe(pxw`ni8&lszP6UhViEqGU5YSu0VWgPR(1e?Kc+%X|T~Sjr%wJaM zfMJ+}0qj|i3DufeoXQWcbXy$D!V}U29J!Z|nz$QD;x;DW=8qmSkk$!{jS%)xHb%E% zuSRjbKvYJCZMKs@&x>1hWuQjQulZpPXSV#rm<2!FDxwh-nD4Dl`HFbuFcC3o2=)|C`;aTZ~uC&NnOj z`957c1}rl|qYJIEBFS|kZhl#^2{N16{E^-FTDn8G?)dDWDo^V zfv5?^UJy}Oh`*v8gmGZ;{-Fj;VmFDIr~<{pszJvq5~uetmoQo!@hOq>q*MPJ3C=9c z5P?bp+P@Loct>BcF6<`+9*-5tXOAM1PO>6t%H$%kX>ByY!o@U-ISIkLV(yaA-0s{O$Oot3Y2j!FsS0G^~LaM-?qO!oYQr7j)^ zVFipP;1Etw4~aE@4m6EQocw6$kTYlLoSjvuZKJXDV{Gc_Mk1CHYzFE^q`k~mM^ik_ zFqCz^eT{He$TBLsiv;h7E{fLJDJx=t=TQ{<>5T_3dNfjM8*rt(ND-@LyZB{kbqCX)ZU;J1rI+G~JTK3JCQdWwQ{DW+z6V$F|aQZ(EL*n!uH zQoT5|w2<$BUir4ob*>9!+hWj<9A9+&E|YJ=zo451JJFI)`O^N6Bt}!=5G)-y zWK*mbQu&JrH~zkWcjPvhr*kAx}<8qY$|vKS<4Dn;~C^UeRwbkDkotTkAj$1(ZOgJOK_(NMls zbxf9S=!Sh~pSUB04>@|{L~Nsc@d&bP^3Dx2TT4vi7B-{6z&Zx?upL z_aFZL{k|C$DIlPF#8XI!_^dB64De)qhd4vu{oPu8>>x%+2bZd~tLM zLcfAvRTn>w z`p#=WmbnIv+uh);@?37JT$D?Y6YY9k8zq6MwNSqUyxwiQprN6W`0l4S5lNi}(v>0A z97AhQ_ycdG1Ps@HD8d3nNrNU64mZKIw80*+B?qD&LKJw7X}TA))n^0WAK$(`f?ubH zWF5v%WCj9eEB0e>jKpt)(u#Nw!KL{zYcz5LAj;=Qbxvb!xD4J1OVe!w2q%ou01u2J zswtTV9MX7y9EO}qJj*XQK2*rY1e-I1uuy=BAb&yez-sxykjc6sT}muYS}fVVEm2Q1k~e?X;i(Q&1) z)km8mqLN-NCO9Y?tS2hbOD}0@g+oA&mR=yEH8fOm1dH)0Y!)3jWZ4^jmWrn)u|Pn2*NDxtIj^kdHU0Qmd>=wIBJ3y^z-w z+Lkewt@O|nAJXK8YV=5lxW-k; z%Lk0z1V=x!^J0t~ub!1Ey#R)G?(z7aTGO|=cy?+J218yR2r|T7aeyY9 z;XoRRd#HrF;%RN=?0pS1wHd`-FyDYFIcus zkl z4k+;{nv6u809~FTjwJFiQ)}z0>n`+5sJn7^_4~Snvp%6o(t;9Yw1%^VX!Q<%JKN#; z-2l<$BW13t+2PyOU{lY-TN;X5Tz9g0T#gsa?}Vo66&}DD@&=-I77wJ{+RGYobR_0w zvvfaI6gPur)MV>+yBWrmylK12y^t8|#v3etw0JwRzx5Je)l1Hvtk2uqLV@IFe8KGT zByHwv^10}6(zgR7!m8iAJp?2RwTaXyKKC&Zq~>C5!Uk>gP%Dqp6}-h-$oj|hiJOp0 z<1T=(N@P~4T_2wSIY*?uxiJ|j_0tvA;_&$^a6lg*-hwC8!F0L$^+}$Gf|vcq-??p- zo=-Lk2=i*2?C0D`n-hQXyqVHEZrNzYTFv7HwEn2#zlJX~FPVAc?^*zH`}Y2ucpUyY zTk05{>vq_1E`7SXLGzNT*%7T}H#-}<{UU>p`b{xV{U!UzfcE!C>SRPU^KoYHDUSm7 z`E(TbDlJ&)PU_A9z$uvDcSsRz&VSF{b>$h|9!wV;{aYYNMC)}pmqg?Owf62guU{yPx z4fe}{>^m)hkZpgS-LEn0BL#1m=@P9NgLr_h`sf)vv|A%d1T{EV6v2vaM%`F{IbV5k zsNiIIt8+wqhmghPsu#H}V$OC?=37pw6>F;*2<8zG&;f0bP-%=QUxOw>0FW5`9K|?7 z-azMFz|tDQh01QL35nYJJiz!cisH}k%j{2EL{7XKICW1y)&CR30z;V$-aPfAtm~~_ zLC;o%VyB^qEw8YBOlbwcPlfaL?Nqo4m}GM7y2j z=SV!!C)NB7QVFwFG!TiprYqiW^{d9JwAKY5n1Zt>IYr=S8Cs*6(QYg_)A#omYOX3L zt%#f!R$Op{$z{>Gp9h-|w2}B)8+Akh;@>Dw8HC5!c{1wH9s3@m^tqJz8v{Tt%X=0} z%DC!^RE zb~l65YpzoJCoDzNJ83o_a0@`@eWL=pIbdNxb5|jmjD}6(?v9QE;<;Tej+uvaO3jrUiZ=pXAA_ii`7$7Qqo8@cFnw+ zF?H|!)lbsaHvF-#!zQt+WV^HLA3G%#3~1@ugjDZ=|cF zRC*%XQ@0mnjWx{LzuytgIAo!01ct!tnAtIYwRFx0v(R7QM(bI^g80yCPAvMGk zPMd-ObXf?9VGa2D`pYgfyW4nwuC>WZ!}U)#2&J5E-TfI$wv~j9tAXn&B1oxjYp%(% zq!tI!GzC5dm7HK8BAXb@ypWid!|` z9^qBp)iU+iXKn+;7K$m!pvMO5iDka;e;ykHcUj@r)8+LvSCr+>`#9buh=zy)xs_U+6xftnk3|MA?Ev!nior@*V$(k;SSRxIxTKTveJV544QKQ0%PUZAP z-Yixxw+gd6tffGWV3po{G_gkT`K=i}T`1$nO^n{M{Kbv`3o?>cA1TtkPmN$J|C%!W z7X(ViW#To6z|BdtIaZz(>)PA0bx(b*e0`kYh#uQl{RJ>$zES-%qBZ(osXTPv?hxDs znC7t6R%$4>ap7s(yJv#p75;d!&{!;67UI`_ z+%K2c_S*d$bS9$CrMq4P*%BtieS%XS6#X5~_|{eAodpa^oFcSNutax&gM)%K0R^{0m|nK>RkODglu?zj7mvTv@* z1tI-oLH2J1D>Xuycxg4OecZ*HF9;Iax+fRvyVia{p`y|HrQYq-B@$!rdh~7^moUs{ z_&;ZAfr4+Z{uZ2ZxE&@MehrF862&odXSh-_Es~*fxnebC z!1ej&A1%7^u9yk1LrX(juXS&{z>I=!O^}tCP_jx^63j|-SU?AIb|3zeU>(4bP znEc-U6nucfv87J7*H^h7&x@@l+CH$F__TgZugLmY@6sU>YbZ@OzEOG9kI=mw$ye^i zZPHh}Jl<4p+rM4Yx#x*VPeY1dyDS74hp$YdSk3m9e63)Nv0 zmpI3%qfEhaPz#>PT86vgUv=kOi~okIfs&|(TT}=KdK~Pd4*agD*!N?y$hYn9g8eFM zmI%_)-#X^u@BC9a@2w+}uhFwTo!=nH5ge+Zh=is_l=?wVg4h9<5YIQLmw70YUUGs_ z5g#cKE(rcY(Vft(Y65 zUQuq-Cq(*mOnLk4t-w3!l!{QVr>|(xv>Ii3<;Rfb=4NZ{ZQKY!zDyyGcuRz&Nv@qmCgr48$qoN##1`D&+B%f(R&T4zls0_2=!^Fu9q+l z6sV)SP+2mvS&TX`(gyzV&BHx&3b-F?Ywzs2`MzYa!Q~Zx`!rL+>@wBuGMoH59-MCG zNZ0U?HwyApBu&wFbyxR%@>|`dlN9@9lI=vk%hFJv*0kzE6qn6Us=GCEvwD`bIq~I? z@c(!-_ElmzJ?=VG^df1w)2Y?1uI?}w1Aszkie+V((QV=)cESajn{pl7wi4Hi+duF>eUKmmrw_N)@+Dg6z%*prjg(KnXMgs zWv$a&8z68~5duU42=ZE^fXm)u(Wc9{x2QYvKka4L(vJ!WgwSYSrs1m>L?^I(yU~g1 zXWz~7fByJweS5&fQ#oRcgAV1q!H&g#`+7D{%oY!a?i5y#7y&v~D=<;fbCHOBKnsic zQ9|=}y8HckAxgN6ZGM{GkLKNtyBmdZL0zz4=Zgg&1o;liS-_tT?QGXokoG;(>BQS6 z07Av{QK4|@+5$KgDLX4&v_k^y6cV6KzAcfXfqu^!MTFw8I9&+2Xfs+EKWY3axv%G4 zo1P=0H`chY>COHECeFE3fQcA{ks?=#S0HXxnE0Dm>J%U}7Tl^(vZdm%Ap~Su4Msqs zp*2EA&=R!C=R2W+7BNHUR|HeLlw)GOG;rpir ziusD}3;NBS-_LmNRD12>rom+u{y$#35fgs8TvvJU{v8^Q@m;T*x^=4SKgF#vCQoB- zJPX%{j15d7mM_FD2-BhDp(RC5x(W*Wu&HCBdVtxEy6YwO6^xvU-9PwfOpuos1IXM^ z5R)$?sHfBdhAncbdResrjXT!tQV+jxYIBzwrj#Kho{ zze+O1dGR>*DuyRnW zl3{S*9B0D^=6*%icSBNrm2FC17}@qQ-+bejU-pm}k{AKN*48O#EXBYCW#z*NDvlxe zxXcVN%D5bm@jNJgf}UiYWF@92)X>F*58)?VUVfYbYjoqjV#Gb{(~ki;DamYmKx}iD zdpj`vngqUr6Q)l;!e~#gb#`-IT$FJ!AE&OK!fVLvj+FM+>AX3NNHe|prTB4Nx07++ zr?xhXaTj@e&tl+b3`1}aFA7rv%ir1g$W+oD&;YN2J>DUC;kSmi2OLrvK5A5-b+y+R zOBRds(yEq#KH&V^FV9gKQ}x@VcCpS7w?9U|Rk28FxIJ>*oH^07<0VMjg%=Ir*%Ay^ zKul*7<$mB`Njyxn8H>*WfpOV|4CdteGIR%>es7j0x6#+-NGgd^X|98% z0Pe7f5g-GMy|T}0EZQVndKeDYK34ifK|s0jhO6?dgx7ocRK>5jJ)B+SW4$cw^ck}R zg}b_DRESglGgq?72nOlu>VmP&!x9M#C-cR9`7%lhDP5hN zOjaND2u@s;tdJ$ev}gapgRhzY0K*Z?Ag$$9XCa3XqOcglCWyzd)2Brq+lByNxQhX@ z+N1Rm>%qzvOvAhg6R^$C?(~z0t#*O_(DHsiiCdcHP`x{+mS>h)PxdV1Tk zeuVkWKd_mqa;Zm^*n_ol(y{iwefx5Na=6g=r3zD7;(WSS#iX`1)&B+Z>>iXvz65`0ew9(~$3d`KmlI7*7>ySOvCRa7A=*g+u}7 z`NylNg+bA-J}o_LSSA!%>}%~uEHgWdlV#zVi`79nn=(`T?U#jv{4hclBE6~%mf zEyqMWH%PR-7zW_9*iIVGq6|V>JeH50vij;Fv{Fg7w|k4Nac8FN9Km8eW=8QdV%6f> zYfrdUF~k|B#gB2GR*e|RNIgwl6h}9bu~pRV#RTg9#2Jhk0w?Mx45>diW#w{}3)ah* z?~09`%%hs1r8SykAl!!eWS-XWkt4;6fMbDx9)-ObVqja!0GU}^zVrtgcK`GD@m%CW zx^*{q_dd2TbpYZ)+%9*v6iJ-a*qFzE$E##+lf|+a`|nl#r`#L7dCsJr@|tn6jom9% z=9(=dV1pC?fK2Wtlr@72ee4FXRInee=$#)D{qC`JW72lLN>=Z3B2ZnC5?NAGmub;12joE3k%!eJvu+@q(MJoS^CvNRL1yRLnV;glp!4B4wQ19WdFw3~`$Tm)A5syXNVqIaUbN+7rZ)&Xr%aw`MKVZcx|00b zhV~`CB``R+o@oH0{3eBk18*ZS;Ie)0(8)u-m6AG;m^h7y zS2iKSy;7LL0$i>`$&Al`lb<6mIa3{bNn&AqS17^B_-*oKlP)Uj*OWgqayT9yZf4jq zQ*&KvC=%Jd2oS?ULgsQ36qS|h*kD0{wV%J~j%ckHeq6h-@#Mv{gR#`^e47dA;Xi84 zR^jSNLHf0xx%o);Fy6t?cT#Mg=S-PLjhNHy)T1FGw~=UJ16+@ThX7hxUm&`(x7>tg^sU2W zWe0_8nxs<#zx(*{s)L&8^5qyhT)7B>2j=57- z0ymvvQw_Xx9;w3Oy6bqH`G{`W-ZlhRZq>J#`;@tzopSq)>&!SM6?Ny4?bS2AKHTs* zBs^7MW5jOTqiYha(=>3~R!1ruLw2PG89H`sFt?b$&e&cUBS!C#=&IP>l3=;QpHF|A zosf`FcH&4>lo5BDL|CSR3pmEfmwy;ke|?CIj1jvYMohH2xiy5K&pFx6XEB;j0zFFd z5eB=p_vA8E9aYl=`Sd0g{mFA6@f4+#O3Kr^>3f8~l#Y%LJzx~=+E79w+We(YEYNmV2i&t7EB@3gfm1E>1<`24ye_SgsKWp48haAO%~k6)LIalM3j>2-JK zgXI3q%uK^AioQo0=JubGx;9$NeINQ@J8tQnEAz14+J zrUb%pCJ3XwF&fT`cz)c3hjFVOciuF^&vO!*5~tb$HOcLHjdL&hIJbmFJL&KlYx0KDqOd$))tUFAL$2U}Mv)NR6T?KRGONV)I1B8wI zg_Vh?)YFCO@-0IptrvR$>~Pa}Ua^8LDka<{Y=l?G=msTsu_8^=L?iVozEBK#s^f%T zOr3uV#x5W*@Hx8nOIZVkv{!@Ju%)dKZQ{$vDU$(DlRNBXwYLgM#XEYd-WK@>qto`X z(C`G!4*nIl8E&47%L5j;dfS>OVY=w&*P|3v$_llBLx=47a(Wdl-}5;YBv})UV>5$s zLH;`Yo}!6{4&h9svZ>oOvP?+&IOkMgb9nS)U%B$Yp%$Cx-Prn0ZmDk940?=Aid#0E zz4m0s!RxgwndWt!j)$v6tdD+UjD*C{eg^t;%{r@7Q?4W%Y$vpfA5KIvPubV9KvZ-R zlPhYp7htc=DjRdxiu4`ZUzNq@qx6`bWzobwI~i#W=QC)&sq*ZSE7<;+NpW;B$^UY< z1+CbX-eyDE*L5Esr>3m@W};*S@iP8>>T$^k6Z3Pd6x|dwzQ_(ccZ&`{o^Z&>({Rrv*Tq>B$FDt#=FJE!LY}@-y+VvPa$#2w_`mjl{@IFe`HT4{TBgk z5RMr=S8Yz^3>-Imb|iI~sI=L-BCKe60~{dg%Ib_MOB_*}Q3?lxDz3_i3=5k_d|_#F znNv|fJbo5uw3UBdnJ7!UfMrmx+OQSG2%M!>7t0X%SpJZN#}f&_X^!ShnL+g5b6jq` zRA6V1|7EH31hLnZsSgZK%?@i4@$0z>kz;zgrpozg3$IEBQj@PnB$%Ebgl*I# zXAQhkN9*{^Bze7{o%o3-#5!=Xq+5H=oPgk9$-GSigclFL9>b@X6;5EA2t_>QKdl!z zhwh3Jj(Yqw#V}`dG1Z&!nufR&8T1_T=Ib|ZG*h%ar}cr=ijy|d)04peE@5*ft70z6 zUY=i5pI=m@prR6jEV!eEJkjnM6G!{UUMTc#Ln_iE>p?DYQ>%cyD z2_tRx>-qzEEIYsCTksh}qC@;ElX{C8;OtJ#Re_z$_U_s9&6qKHlo=2ey281Ob%cnQ zPE!rO1qc`Br6S+aq)?kBc^6B7Q-&7nd^!Y@K1^DAF<+R!Q8wYIdnI4&ES3RfgU%H> zX{oA)5{@mV_J@L4Yn+6UU^qJn#nB>42*)~N=)L^>uO~?#?54zk+n1y8S+r=;8K_@g zoFv*ur{=DJ&imxqA=1+MPc~%;T|aZ9%G7!?IzA^jnW`?8GeH}dP*Y}sx}MP3cyh#Q z%F4~CD`VyRhbO*qRrn=JWe>%TXrn5xhoD&D{Owfvf+x*Nq|#(1Ik{b=-^*<1pe8S5 z43@J|AGTCyE$0cUHN@Xvf+b4g6~-AM`G+qiCDuf7pVdDNnxBw!pwd>fvE*C_{xz?4 zX@TQ#Jx%F^zT3Ne4iwJJ{* z;M5&b$vT1jkY6Oxs&mE_)YVHnqTyZcDyKA(=ROAPnTa_2TA_?!j1-GMjS9%b zl{MH|s%b={xhK?2O#pE^%LQ>=9Q$BK`4@iUQ&ZMEK=>zxZMd zm)DB%t_Yu|iEHL?H7B0A&NL#?82k9#^eEt#OY;|H{W{&$@NE>32t}U@Ez72R`1&yoyA;sPSo;-|QSxkr# z*DJ79CAZvQO66{YreW<#%@*Op7JL?m$gyWiAcDmVBF)u+Xg(+Pi=;uQR--!w8M@8T zZvXHPS?+FbXE_*p6(3~AjM<=W=<()@x|`k9Xo^#&T)C(aRql@CH2}{Q&mk;;XT4!C z5vD|``dWoE5uOZ%jCUx=dOcMyhIxn^7P1-TCD$9HG}zI!BVX&dUSQ5NQ%V7m3MdES zl_VwTA@NIMXZW-%DJn>cO{=4Y!=rw4h$=j?!^h{xM@i#xFbB4>Xli-;mK{-nz>xHF zqhps>IwU`%o&%?jlb=r=%JAl4`Vv6}@qcqE)(O2)j|UvEvhz%<3Y>~l<-yEnx1@Gw zK071wU|ZW;I0}J6VA8Pu_cOgH;7DA1KrZidtQsPy5loUDjIm9eDW2Yhifw*g%8H)K z>YiCLnpIndVOKBw*!5P$?jh|m3iG{i?&PWD78TWfuA#3feeAjEGf(<_{--^GR*Ma7 za|dR-Tzk>jXl!7R8|*TIws;fI2kDgtPdt;7_Q;WM==S6E)cK}(6T^w#20qOr9>uA@ z#)6MKyE;J0ae42OG0eQi~FlC3>xzxwr@m{ zerf40Be7pXc%6cf_X!UgQRH^_!Gkam1nTKH_xQHNuw=#G4s_nYAQ&Spu_b|b$)Y@h zN|~PaCVSr+o?7IRT08PgTyVlccDoPhx9;67&S_j-10VSr zi2}x;&Nw+^{SU^Aw3-^I`s{d3@aH;+Dmw}xk4WR70oZ;2dS&zgu?y1C)LpW8WLcp3~g+We`7;PbIe`M+L+O_5|i^%1^zJPZZU1d%nk` zib5IBNVl0XBEyrRaOZ_O87vmfQFr4V7>ST;xus*g3$=l-7oFLg1)pHb>d;K&Y&#j3u=B+|HLv{eH+fG9GWXqr`ny z+s6eio^CjNI(V1s*`@w?;h6`2<7|Cq>T9RJs zmX|}hOmq2c#@C$H&3?05zy9TjO(P901FXi5*j)gCva-J_ej=X?=hjgY2orIfkhNh_ zR}N5R<9q=ZtEi+TH)YBpyz%j7Uj-$1bb6Y0&P}U(d57~A9}Q1U2Sk++-ifqmx1PDO zn@{vA7gk?W1|&TPWQyP+6s)y`#sqvam)haasx(d9FM)*iqVVheJJ}X0ZV6zEN&0TL zEn8-A(dG5Q!$WN1sE_DVEP@_jbw=W4ty(mh{ysY@Kpj~nar?=WNCCv*QVFi}<)A@d zD6O>7-1s-aBk1cjcfjy_NCj8$35yZO2z?lw1@mu{_o)O@Oi_2LM&v-!88FH{z+AGXJ&rxp zHKQh_^+?-c;XM)mY8(d1CkftG`!mrphC2$ zy|F|iGKeQ0dhFN&pmX0Xiovov^L;ah+XvXkdHQAbfY z48%3j9y1vFOPg5J;qBJT?5AqZa8$o{)UzkQpunCnBLQGRF4%ZP968XbVm3f^w#O@d zhHYXeB%Ya)Flh`sL!MksDq2CA5slL9Hy~xPu%Ek23 zimn7qbb zeZFu7bf!OD4EoUPL)P%rp^e{9B8An|)iGkA^3iJ{=4S1^RgD?V6%-mJ}I?#NW-$mg#nQC*-@POCFRIJ``#1Fe;+A~!TjYCd*YL=i_b62)4CXJJZN}3G#ac4Mt6aQXrr+DfTg~DV){znrd z_tKm~*+fy2Kd9;asJF>USF>(fyw!|prE1&~-4k?6-4tlnsOMkZydf&}%J!&R{EzAM zub#2uP)!jOxlpp)SZw=)Enz&$J7b=32=Z;PWKGdIuyjYk{QO|}@}Dai7(*+iCmb$D ze6W~lvV0Rfc|I|HsXD6y^P0bZ%y-;+v1AkP-#>9HS#;(9{&`;eF#n&|c@vB1*8S@v zd-+pt{{5pEFLFiUpHJuoEZ_OhC#o!t8UOQvd)lV7xBvOX>ka?=EB@yWRB~c{y{;nP zT22{P&FZJK@k)Gaon2ha_xtOyv9K(;C4UvaR`rcKapHux>sZg`?b{WrpJG1L?q9sE zid*)Gif+EA$jr$(t1%ZT?Q*q3Zh>=ddhFWm+bXM$PD~Gtj$W7NjU9aX_U&8kWMPIw ziFb^&E_Idr$n(B`e~muA)^=fj?ye#q0~3>uzA(ep_M`e7>(_4<6J!1JE%C6c>$?{p zHuLhvX}t?u?Ttw>AJK8kJ4BTs!7yiogw2oq>9IeSdlKrJe`H>&eemb^@7c5~*)IfK zx#?GPGDt{B)Fc}%@Z5>9=kXX_^Xp5v@Aot_)0y$Uu+_ddZ^nGvy*L>+Z1#()TF}lI z2-|CEY-xG>v5ecd%NLS`4l?g{8@E#ReadF|D>E)3GB$R{F;!Kgtny_H2v4zyGG- z&#gT@ep4e|g6Z+SoX;zt9X-r@Zr%#_wIsaut`e&x8y#qfouZfrz zJ@K5I-YqVEBP&ZvLj$F3YHI4?eg^?7Yiko@V{dWm2IG-mUxXj|hG=PM(3+W6QhnhuA5?fFuf?};?HGA?r<)*w6w&1e~MGNdHZ&Jiid{AT6Yf*6La(BOO`Cz zw{PDj%m^137XfRpg*m6mnVAn5%4N%zrM!7_q^mqa#AW!bw8u0n#n{Zu*Jb1v4JA7} z`@ZZ%i9ff@hUVsGiud54U9{(L;!U=QD_a-R9z{k5eh%LD?BdU&-Fx;ND!#*&YTYPK z$*+EST*PbMec%551z*21uU@@+@>jU6#aTm&@#J9Jc0s|z$BrF~o=}pPAKm|x5!EY7 zZ#Z&cmfrGP!j*u4RYie3OtG4NeT^AEe^)+po*vyXIyzc2-k9wo>e$z?)X2!_*u&j4 zr%s)sc>nlu`fXO$&))B8b{8+ccN@s@&2k#xm6hf8m>DnZsf`!0`LU03;PyHpV^h;> z9UW(*Q#+N`A7oB(8Zf*(&}};kO`9ka11-fjR&8wk`SaRg-_<6wlS9svgPUh(XHT3y?T=%u+$g@%mx<>_ zeEgpkU5C|J6+RXh{~Yct{aRgp80)>QuP<>pK`B}TFF!l^QjKBt>LVxtXFAm`Ul#k8 zsPBvA@N=X>E_pbeN7|X<I$v>-)%V}BgaC6_mUH^1; z&q|KnlyBd@efsn%KWMAU-G>ivzJ4wC@Zm#>^Mh=A2M3=!cUCvMbaB-;HvVk;;QQ8j zh*vw=FktD5bq92G*n_tnFM4C$XxExgLnf1>qobCeM{E8SW;&YG)YL(gx0f$pM)gmL zJoYMDdhmdf((>ui?rV=8ajxXt$E={Bfa(09_5HQfOI>R2BVQ!;U2Lbr#D1Eb95^}Y z>^}T?Tgt0f8cGG)W`-R|)L6GK!^PL4+8@81{Hnd#Jz9zA+YSy^NKr5|rE;&<)7Jf1O{olm1Ske zYU=9PMMXu~I-ea0SiAHfbHyXcXWKW*y1%_}?%Y<#o*Jdm!NC*v<(vl(+*jl~GtivF zb`B>W6%i4!{hs1S+&Zdrl2KmLXcoRSBqXF^ih+@l94GD7E7o(Np`rM~Gj?_<4YE{J zd{+FzwmJJ$^!WPq>!WVnx^=egkv$O80Soh?V z(L55w9^fnR_oF->&o$?9D{o!hbo2cA^X*at*<04JvF+$VwUNgGP=d9)=jDe6BwglT z8s@mRqr%sY-wF(5$Jfh9OMk4Y(ip-KSp)q2KcZ3G&aiDs8cy%5+aPZBP-BWJsPpli z!yi9aS6AhcT-z2|jA3O{lRd4$By}LXSli#bw%O({T(OC_hDVfpO%u4(Ag;{ zcyd>W7c)uvFKl^^&t8*%q`S}OBB>{_EgY8yqUb9AB=&r5k z^z29lwfxIH<><+t_+){;KV4nExgIkDR5o^YQ&a(zX!Y)a)>iMkcbQr7QeQ*5-!KM* z#=A=UEegt0on*t`O<5A2Gkp@$F2i(`yN@2NRA*)Lpctd_eJUv_z|da9)Q|u8J;mgM z^1x4pk0H{}7%01pa#tD{GzoCUc>F9{l|47!xLrs{;n1P0Xa4*uE$a@Hn`fY4hI-$- zcQ5M4r%wzk*mu!UW(Pko35e9ho}|CcF03uEf`P#s3yfRF^*TmeATg+?IY%l?%={|) z6nk?dDlw1eR44oCJWnnkAD?|r{hS2_1$V>4Z<~C$v3bW1rRa*gn-A~yoOOQw;>DSU z*XA7iFK_qr^Bcs(c;C?QuB2`m#lXOzkn_{`@837`@zHJFx^=SqWh84SPKx3^khfsi zc{=vVlTDX@e?8dOHjADia1OI+gO})&O$@rJXO=$Kh>c2co9ItTOZ)KbXkdz6+o9;0 z*BKc{Gi;jdewD3{mZKMz5~h5OQQyMK#@2?3wAaNFt5ffqKEo|6&-bw>Uv6T!+8|^z zoOpumBJS-DDKzZIz(V~^Sszg8qnjHWH;!~w97QeDSU^k*%ZM)on2XV}6uXX3Ybg2pwmDjbS@T^#a@=(Kq@@Rjeir|3$&<5b z&L%baa$kd%`ox|~uEQNlzkmPUZY>i0r}7y+-`ZOmZkbpPg4PCfk0S!Kk_}~Woc)k!n}%)YPm}{g|cd+_{VLL?pIS%c27=D#*FG?R95rI`bVpT&{EEq zJ-mXlt26b^{>_^=7pk7$QqFw&a$CWN57b{D#Pc`oqGx>DBvJ2F1~%o zj`xZB8DF0qTtcah3>iMVXFa7ACBniK@XxhrkvC|r={$rAut*0ygZudhObh)!foIfnW-i0TW#@OEzf4vf>W=1O_sV_cyIT9o#1+ zB{*GL{3haB+zg0g9UB`?} zKae}ug*GYR5FH);)@#Aj$D?*`spdTUS%;rA`Cq~%s12W8+}yTENU&qw6Ku(5do2Fs z%hd$jxlP#o$aZ1rs)$5uk-48FWJJa6N-wd|Qc_qRGOY9@%-Gy~sz5{zP`39+Cd<#F zfWsFq#3;{|mc@pKuIH9^_C~#>jvtSdEzEJ7(0t=*9+sP%%X=j#GBQ~sGAzum@HYF0 zk`hKNP!7@aWhw?;<9&@5rJW-)v(h+e_H*aXvCZFq@E{7H%um)J%dzkdmlP=k1W9~L zIE6|kPD@KG;BMOS=hwMk3jJt{6pEl=yw`p!ATckxMW&dZ|M~OssO`La_i9D=f4aBD zf@Krc{QIk|D_5;TL3sK)NI`A>&B1Nkwnf`dX{S7Y&iDNJ^X(BAYcWS>=Vu1$Q%tV4 zPYk0IQz%kS{RtZW>(;G%>pB*v>|$=dqpG@EYwe|B>-)74D<~HlUhgO=DX~LkOdmu4 zDg=KZz$YeVd%CsZd9{c~k51qgFQH!@^ExE?vfI4q*ViZlWc2y@`BPrM){M*YT9BQc znMM_G_swLOpUWdTI6!lb6QWEJVD0|crOr$_u1a*E` z=tNHtw{X?7qfGehxPJ_mIWN#W+G+6%)$mRCVixKmLPAeY^*l!bDx{gD5U$x>{c;JV z=nj{D-;9eE@P!}SzRso`H}?1M-&4Fvt145lv)c_wa;LL2w3zXHI?Dl&4^x6dlhZX z7;tN{KWpIY3)PJ)H;6Hy)}X+8V>tt7=$f2~=EXY|m6YDcX~o<1){B7jwPWes3=BN# z=_#w7s26R2^UX2-!{DWup)?1X?+0nx*x2kA6Z;q;e=~4#aZOH5J;jUEa)n4)kHJEAqfLAFvf&8I4p**RVOCgU z@b2<^pk~eKhQ`J%+qeIY{#Db`!n1t&a&iIT;?}KQUGyL(pilUsGoVR>6BEf|<2^Aw z;Tu2)0-5AynYp>SQ_xTWRqjPZ1bqA`PbM6=rS9ts_cS8e1hrd3j6C0?RV>n;3fbU* zjS>Z4zO0&`pI1D7Jh{qbit;tr!)& zi>vL=pB0#z(w?&%pj)J`N=r)v_%l%O?lnQd!EJ4AGFGY37&!J?u!8Kyi_!OJ zc3FqlMzBk|yh=s=6Xx2sX3f2CEI6F!BtPux)0AB%lDnpz`b26KF+g9PI2mCV60^7olRD z!7W-GfQAOW-kR9peGWaELmzLk_&MgyPsej`a_)R%)1)URD$4SwCU(mktM3|*_Fas6 z7!i@Uryq3SBbtsMR2#pprvmsZ|9DTW3f_EDIuMc)vw}J+?n&NFAEo06`t|xkB`s#MZk}h(iw`c=iKjEyf>a){ zx8LJB-W%I(cT+6t$rH-hpE_Rf5KHTCC_;|ADqja^cFtC>|@T^*RCINN1JjEfOfKe7EUabl0h^yQC*h3`?tarj~s zULqh6sEy7%*%@La#?@|Vi!KkMU372D(bnGH1f0*j`qHIKNqYm<^?mq|L)G^%&Lw_P z;EmggI`x6jXuu?TChh|Q)F=opkgM~bD+NEn=yWq<-ru}wxZ>YRxRU2UM@)kQt0-*s(Vvb-`;J5|_YmW{aYUxv!~e(0%!eFeYcN!Gm-jtiIw|uMpUbZm z)k$@$wJB^l+WqAN-MZR+n0=H3@!E;49UafxE{K)>_%UlFM=!4_>3N(vwxqoLh{2zC zcfXe!pErNeZ6{WqUr!n1T4+)V&vtXUdphI^mM-c??SJ`(inUGoEnYm)5==}NxBa7t z|7Q|<^f?fq-BAC;tm>JM969p4Azg61_xs7{+|0~O4hb91goFfRE31|0){pi(C`UJ; zy534M$SMF5CW7R*g!PcB7Q6GCsO@JeqZCk`eV;zvy#MlVZ;*lPVUKxzXl$1I>3FN` zXCH5hVmI%r)vMmjeDA@}3A(wByRSr_I}*qpfYxi;@#)@8fB);Cc#t*70#u%%QmJiy z87)UnpXNMt=upaqN?ypb^p77uetWq)NTU&xzW^Xj)T~@yQ>6ffZ@lB%WKQ0#N%oVxu4^#RmA79H*z`_bR(RzKdZQF*ZQJvcjsvgPO<`NlWaYc_1qGhb^7NUf-%@&U9+Dzx z4_9WpTtfY)hiIf@F(VC7wUS$!qcOwwD8L1!74u*B-Q^v!^OL6FGqePc5P7>wQz# zSm~yFyXlp&TFFoP?d3a#Ub&2%|J~Db28h6KkB5hcKbO=xK;3-IC=*lDlO`=VpkR;= z1xWhV)5E?*KnCx*qA8F#*q|CFMnj1fM`I{Jm z;|`<%^!14RvyxC763<+?a5E~3mpTlbr{JMVz|`RQ_%g~Q8V$q|J13{&IwP+DVB+o5 zpJsF=4Rs&?;}5Z2~bfl5}sc89a%v4V4eBbCs!J* zUC^26DA7V*d%v?gkFP7hh_pfmRyOT#$yqfM?11v(^{M{`mTKKLHPNFQY$H z!EB+u)iH213PS1j?c4L=ZNzgi{q+R^{wB04x5;D%6(s1CmB@KF@7y_pKE-CcDcj-C zIiHSnqX3G;$p?LT0B1IbhNrn^E1k( zh;6ep-?nYfus9Z7D~#{&fDd#J9#q!V6-O!DMs24sFH>)}eBskxt>E$z-e!)3qX(!!9X4mI;TtXYuS|d3suXZX z!fm{F1K075pIh!v&2AL!1igX8ZZjW6MI1jWZnuX2H+szp3XVPA} zbO~<2Su-=i+Rm=7XIk;vUu$a%L93}fK|w*S;0zFVI5;@+-@m7M`t<3i($bS|5temH zL{_|W=MJ2rtH=1S#m5W&s)$UkQRBUrUs|ft#{tpshCHwOM@gst(_+>QtQ6*r8&}+t zkD9y{5U_O6D*ics={n{81Nw)EMa_25hyzAOJm3M4&IRKGeqpWj4h4)^JNQSiJKUsjXOn009f7h3j zo+*2w7Qv{mua8T60;XJ#rsp&CH!l43>lc`&JeF@N)B&i+I^CXsEn>r?r>`iChNWg? z6nibq7(oxCqoJVz4yRnce3?Q4*T{##xQ3fM>9V1=v-3VI)y=`5cN^zZboKSOY}v8| zZTR4sGrZ_t#%In%UGSQnya;)5)3$B&GH&A^!S>X_^ML}u%{cLgreExDS5FGB0@?^%7H_NXo(Saxwl?jU5A=h0SU3K zzkl_~lPBru=vwFJW}pTwfgo%5`|D-`xS4oluS2f(yM22NJG(FR>9)bP4@4B$V2Nda z^VY3{5XD4L@*r_;5fWNO3JmI2Dx|f-v;%)lM}8C9+lneTqi({QN^h*eycGeED;yZe znc$Y4{=J15+vIZuvZ061j#eK>rz(OO%W54Q9E{<<101^ zx^Jx3Q=UMFJ$z&3K^vQ0p7T>?R0%b0hfa;DnV>)4)3){Y_OdQdh_eZ0RagTTr~phW z6%80bPq3%`=T8x+wh(>RqW->AZWn}(P#nlZ7(VN{El2zh0L-mjyA}ogu5vOLD=QuR zgXIb8&yHyAIG^e7ztVlO&G)9CpT_;M?rM4*{c1=EJLt_Vlwbv3Yk)+wLi%;PPTvFx z5t#n?@#7|b{$;9pZ;XEsd^kT6xsVTByNKY}Aze`>A>&blbn??Wj`^j;+ZQV}RG+Fel0*jw*J?HP)WlxHDi)+JrK3A=^e8=q(t;AIAXWQ{!$30^5Zu8dM{a0D!sj?7 zKqV|+Q`wLvAJrTSLsQo6ud9++s$;yyeEC6UsDpZ)q_#M5p9_Khxduq?-yemh3mi@S+RB&5d8p!m?MKbc zV;c@vcG4Zp$E*TMy8;n|QW3Ph;gIK7ciiThZ>6Q3sUc=IHc1*U;%9o}llL$G5TaEn zdFtJ}chqk(9@CmbS<;n`6a5Cb*U1HzT8``1|J7Ok_`_#0G{rygt=FhjHnm9EfaKh1 z<>&zD&X8?xzk2nG(MwrHrSk1XQ;OF%cK`|P&V41@^h-{LoN!$~EMI|1SM#kU+vQ|z zQ}_{2BQ-TO;aSc_ntHQY9y~SY1rY&(pq`y8eX!4CS`0CaE0ULfwSprk_dyLFY<<6E z7RII4hC1j{loVoHq-WqxKseSaLEFHXC%qC-oPUtr!>9k~(Ibkq)Lla^m&|MfRkzTG zmO+S6K-0Mfq`k1Ek^8T&e!U8kb@Ef-53Iq%0#qVhzzr@a3fTBGKAy;Y(R{@npMz2zZUv`Nv~WR#jQ@5FU*$g)X~v7d+wYG@Vs&-F`FD6-za;nSh0d~ zKwDdzI#Act#05LyfQ5wsM2{%V3~&`#YJd>yFzMZ>#R;p?IiI+S)V8#;nD^*Z zPiF$?`%F0(!lMy;thHK@Nb?1Os3|Iam z$~UziH0VE6JlV>RTUqTSS|Td>`-%!CVz!{8kt7J>3}=A#gk>g#s}l7kkW4Wt^kaji zlH2}d7R!_>A@%KkSLC(UR%56~w9sD&yhW?{iYX}VJV?<=I(-l_D;biQm>9iV$Q$8D zF&K*|QD-pbK=tMrt?G-wL~RHET;24d_!c>LV{RUO!MPOVN z0?ei$QFQFlzBLr)4I3Ddd;lSZ$-xG`xLZQP_pkIxAek~3_dE6bkB(l(-7-cr2I}B$ zKG2c+jBN>61`G=(T*yYkwnHQzoWu(-Lt#P8@4$ zA4A+crZ2tfRsWucr-ma_={lN9Kg`w4=uUn=gs-yL&sjw~`}j$h!G6c(LncGBPH!bR zbd2wP1LXbi_Q^%%#@g2bngZvB{r-YNF%RHB>IHm;6}kA+zUch^bxZ#rjWm)}T+ALY zJNWXompRy~Dl4yGQN8#Ovj>Hp;i@-KlxD2Q`Sbi?;?{m}!9f)2>@SbLyQj$a8;}4> z_+Bn$Dk5Y&(9a)=nyvm-7WxblAo+>eKxV6!rsnl$FYiP>d3&Jxspcoe3Wi+~r!98g za_IjdNdhg3YHCF&g6g`u3@C$_duo=W+#dpuNA}6Ed&AXDvs*k2pTGP3TBoo>p)V%D z?Ae=~J0dKkw$C+^VU33#y|i%Y-IC{DCBEirsVVp~O*u+PH)vDFNw{@$@PsOw26(4+Dq|*7Yeg;3p?v z98;H4Q&(RDX9+OsFtuVg3WTAdA*n!+5A`x^NNOs^!w?i50X(~zacgp)Qc_c|BqiwS*B9OAak{t)#Fnwz;V{VIF!$0kUjK)%u*9jH%z*1q8D<8u&@5zZcl;~*3O zBoS_-q_x+lnzHfp@vA+$dH+7^=s*h(gfd^qsX&CZt*7k2R9CY=I`tbT$+O%%zc)N; zNEz(dv4dEAP^eOoBTdjvrNt|Xs;Y@q>&+no6G01ThA_#AW;Z4h%|JYkc!yZ3rjREo z-bhc8>?!gpy4lVmpmg_(U?m^GiOEj3E>Yz3T5$41$dkZyh_6MEJB@8@?jSf<7PfZ< z=}FM$ z+RZ%x4*_?!4Ims*iUYttn9{2V7x`WNvSNiC{bISUQUk;@*9G#SJb~I*+XG~M11pv! z8nKR$Aze0TCDo23*HEc&o-vX*3@cW|Uw#B`-i|5Y3~omHqrwy-JC&K2x-1GuA#X>4 z{1B+Pa^?LDkLElt9?Dn5y@;AzSy_pE>q8m0Hw~$4Sy)VLZIdV#RH&{G}1FGZ>(H@6(#Qs%G5&u z(iO!I#jQ6G%NIc)Q;fB8CrIx>MMVYzKJfj&|NJopZ6%Ul3T6h$Y$=--78TJ_u3o*$ zdJbz1JoWvPgV$0#=Uk(ohe^kdevxR|#K$LZo**|rxr7iy*mN=Xw+EFXFF7-i7igO| zr+u$AeBVW0Qt5nFunTNWLF4$Zsi?9D{l9o-d*m}0w2mrkz#3mO?R{Wzrf++}zG^dq7E) zJji`=*>;bhK_T#D4DUj@6DvdDvp@S9IvR~wP3x$`{J~n5I~|l(9Ast{nZug4nDM!B zBaScGq7gnIj@EkW5u#~CvvF6W?%1`f2u>0timQZF#Fj(+0rA_uYnQg31OIWg&%s*u zNP-h&6^CAJBV?I9Vm!v#SbX{^k@>)>P+61FKZt(ku zQcg)4Gf;<25e=~@UYyLleZ_2G4Y4RKhnVRKzpHhElNA&dEd%a#9{qi<>OsOV3ERQ# zT!CI^!Lk%;OM><>aQJ+paYHUKB}5n9pDbKa(KL&ICDQt->CQuEu=?7O##O$>OnK`$ z_pZUSNBdl@xWmXTB^fBH!FfeblyxW89Jefr;lL;#AzQxd1u+CChzLHAHH+|OaWsA zq3d%!qyS`eIwiKuV{!Urh`xx9Hi4i2P{Nk`e8uC$%gy)pvvIvPq}J24LiHDLsMvPr z@kG>=TP35Ii-*F9L8Y0beTO2XkHR=&X0)Nq4vvi}z&+9`ameSJ` zmROR}{ECYPz`EqkT``G@-gwCL75W4uI~{P|70Zc+f>p-bagU zN5s}=yB`PAOe>OkI63_h`8XCXuG($&6trUd>ZT+=s8XE!FDpi8KYvcg#4U}z0e)$B zz0G{zwZQO2!xr%9=(_lsMZzA~Ohd9GJFdg`li9g*v58I&4oe4nPs|J}B|$RKe%H6! z+3|qu)JL6Dr`F5P^okbhvlz(>PJ7V&;0ZsVX)pq$B#3?*wyS7l>5_@ zw=gH%-rjC}?wk*RW&G=Kz**?CL@G~LdW8}J1H8v4HP;W7UPRK_qE8^1!6%Ahd>N@i$oqGl6&a6|o#nX=mnLyLJr@4;MhpA?PT-xR`!uXo&3& z!gx+l&euRgxQ4A!Fi-{o7M`IXGOSvasNs$}`JaZ~#`{P#@;W}MouEsK6_nrY+Tm2} zLh(nDA(_K3VSBG31p+t7AA{VAu1k*iP{fp(jZJGzDUlxm2UM_4J9n;xJ%f_r6A{71 zE$8WH#!PIkJ!sY6mpX5B4>?s(q!Jkj2!T`QQxIOL}AFD2NDN|wYVDc z3dzFaI-QZTi=UNVq^tKF39mF%e>(l)-QL6(KVf~YBk&A?PdIc$@4ziW7bCXC8q64E zt)gWy48Ln)SrGH{Nw=(v!a5;ml448)PbO}kqP|*_3%0np)~A^<{VI>R4XDk#XU|$h zSsvo(a3`7s7JOQuV!^MMM`8$O%H6wnDX=KSEWZ(ZPd$Mnm>>{%7ob9`u^JgbHsLHC z!oIpnq^Xf_CGH=fvjQLtfg+#)&j5ohSlF*_(sVTp#!kG2`3X7V{$mOjfZ0+gGOnZE zi?*!UE|2l=W{~dk5nucY=ZILW9@C?-Vpr1Lr|gMX-Qu+%1K|XFwQd2*nlxv-U^`EI z)$A!<-A%yqMjm5qaF_iM7J>iI09mOJtKbGS$M`-o`0|?%-)JSvnC{?-@3Okh_?p3Q z`nD#x`D9RVT@cU7zC5feYS$kv%~6-@H*OSwT>wRqtAdLI8iahsH9%rPE?HZwI4mI( zTr}9495#!5O*kbAacd)CV>6sko5(1UTm~SD9bBo`R^QiRC=Vj)wwQ53;9PZi)H|n8 zmYl2jOcam=w(VRm36-fe*ZG$m@-uDh z^SsoLjsAiuik2ik9v!UW<7;EN1TjtirGBC?PQ^ z0+fb3J|j6G4@Ckose9OeAr+7E2YXjus60|11&ZhgiK< zz0-dlilV28UHD2t>pOzH8>@#L`X|XWf#8zzgaY_N>`ibm3u5^e(~f_c8aHpoUDszw z{{*y3Obqbx9VN)4i#Yb`B9~3J&rrt`jq-ANU6xWFJa|C#0r-k1utk(|_w!l!ZJCHC zu~Y0IFH-lbv);o_O*HtBzg1yqJ0XRL+(drfZ*mh7FDLgHcyQIMmp@X?)=V13No=Z*$I!&%~ic_={V0@?m}zFQ}(HfRtuQ z=Q)s%7;0`|VIgSdJQxmd7IYYjqks{d1&-d|asr z+DPG^+8QQYQ`_eaBk+E zd~OXl!iqG+Ewb(%+`=kU)0cWSzW8!l?H1h~8}9KQm1ppgH(7Qgw1sEa3x4ji&UU-T z#`JFcjAZ6T{+U0W)?x4L=8-(pe!CiA^L#qI%JcAl2c~85FoTr66*8lz*U4t5oa#&5 zYnxsrmaRjlyHrD6J+(H`6ZrUeP~Qy&scN@Bi5cgyeN=K`cI47jXUM?dBYJLU$2;NSHoNqa_yemkPJm+D5#g}b z_G-ViEr<_PwDG)cp6A>iulZRqadDf$ZEf-RicryQ@Q4l7V1WE^{uv+?Hi9(# zv7p|pfn1@UCHSiP^|T4Jl0W@LU%{{W0r6Wk9qy&3j?T-tI01A_#o_X8%W?+`R>USJ z+kVSBQ|R{t4O}%HL6gpMse!T`FCPWLdJ(V1cJxYr4iR2BUgc1da=*9$AEYZ-LoS&5 zeB3h#fbjgn+(b+C2)V-gHE)>LeFFCo1yaKf;>|$cWt)9DgFvRtx~rmNlag%oBs^y) zYierFLcHpR>JsEcn-CWl_sFe3^VC~A6EOWSl#ds1A$1I0&Yc_pl6xfV-nL?gpkOI> z4Lru)ti9pHZkrl?DHp-FUdqwR5L}A$Qkh6>Ow1?beeJ7NCC*{^rYZwHN4eeMKjTpq zx;{W6!B8>J!|6JefLf+%`8N1x@FJL&?|J?2%)B)v6(Je1A6nOE zfa;Miww{-=8rRd{92~dNXup3AsSBOD9A;@o<_p}E?_8(Ci9?a`!(PQEv-5%VIQE3? zTeWJHlvwG_HCy(a`FN8{Zv{S{^3r+PI&v*O{Q0!_lRFT6RA8J{^+wDHo9i^b7Uy{CR3l?wyYG=rIMe&IrW z`@?{MfKX`{`_Cgzr!Xh0eC1%NI0oU z4}Fvd8ENdZyl~-@(zb~E5EFhy-QHD#DVzqq2x|I1h?F*Z6UB1#BJ2j2)s>?)cIAv# zop$R>mqaAx()*?C9X#`GJa6{(gT6cl_%*|7$!xo^u`121;*ra*&`?~Jjhqus!#mNu zx?#y6`*GQ+v+!%FmPwiXA*bz?g3dyXM;SQ|4i3G80O2FdrKmn+y2BrFs+Jyu>YX$&h(Hbab@%XUrJ$YqZ+2p6t#@S) z790!RvsGyi^2(ejc%-HPa6NdnXZ?1ZQi_=p593*UA!?~AszXS0V(1aU3ReASRgkumR!fFwrxXXt@GJDgAO?C^Y@XJTq5;5)|8Z#-d&HcXl+73={TUTX^k zoV^=o>)xNYFn_+{bpzFfe1{`DjrJ8Xn;aY*^lPxwCET#3DM!c1!@+a*Cr?*a%bd*} zi1k8uGBfj{NBBOYPd$PzAQ2zHDY*yQ$PXJH9L1{i5|d1b50kK!wwvV_{Y0@<18g|1 zrlzKqgMKq~-e5k+w=Ib|z%Z8B5DuN9O=$;CecBS(TO+Mx4{yIrtc;Y1%Y4wA$l&3!R9zRiK@}{o;cA8`2f&m0LJMuD*BI|Fkx%CNow8 z%TXM#-a2ltxcGT2W68n%C6_wx9qoTGLY~4@&#lj};w*H{_1L|K82(+Pxya1^3{^4> z1}xgWMB+v{Pj?Foi&tp3qrKlnKTFYQYiVhf%S`;(dHU^cP~0!bXjj+QKNL*Peib`` z^;yoIJLm(tuz1ywv%`^wQ1tyyF)xz{gGVT3cl4~9?%OXU?hC}@eqM3a*d0_QcaUuX(gui^f`-*E+% zlHT>i;X1cUG+jPvgNPZ{|1X4&D$q8^zmj4?c_R7W*K(zg$7+_qND~D{;p!*tv_3+5 z$^VbqYs2et%77E{dfJB0Z9WNl=>pLjJ0NeXU_FdCyA6EfUWGwvU2@PnorSE84;jt)OPR_S^!D{o5 zrLY22k_~gPQ5~R_G_`Y})=EJucD>!SFmAi>P46dpulpvPBRf=Le$->7W|#3=ulX*o zUtn{#t{!=Fj)Q;QH+=^E)|UCc7J|y%XBu0| zVIU79p(cy0LIt){KiXyR?m5T>wES`v;hg&~AG;D@^~Gyp!s{ip#?bu^7M6izfCh8< z@RbPOc9HTA%Oo6|C*23!TF6{_^KN_#&y?aFss6V=9O?|F3fOb+zS<*^MQ%dxN*e7I z)R2&_+eWizawiLgU%YuEj_n(l$&$*3H?Rl`eg#L)o|PR5t#}R~mMATR59ZHAQgHY1 zP>rKp4w`rN_r!eTCK$eTNolS){`|j==`GoFW`|3sioIqDV|;;i<}zA&G?)+CNQvCS zh@2VlMWXcP#qZP)|Hj=qXN8pVdiaW1f1)skpq=g;8yiy!f`QdZiaYSe@W8_SK%z8R zdigUUI8*sH&f#*S{Lboq2(tyME8vPug-zhjj9$ zwFuI~0)CF|DD*t;gW7=^Xr^e8)?*=NZsaTn*qAQ1EZz3V?hxrhr!QA3WKR7G59TwA zaL^9wc*Zk#0kNHX*dq5%p;#Ia+rG}gsq>G~f-4Fg6_e_bbNek9Btb6Ks2{aXOGZ9v zTf}7zPt4x)2*7mXfoYK7!?63K3k10QsV{fKYe%Ht0GhQIClHccSYwS5-DRQ`Ww*9H zu21+?PRdwo4sU*g0&)^1At;|@Fs456%-=liUOZ1qpFFKZd57A?AW_*Q7qtA4tz5@D?gS86GM2wz`;Ln+rRfjQg&VlIAs+ygwChW3m^>K_jL%cJGVCLnRuO{$5?G2q4dsKIe6Ge^HWK2L5vaBM+o69&|*H3aho0V zl`C7m?a^JxAZE9_&X8%$`az4sV^SJLJ*6`o@;@~>6(}J-O(YrmfjAqn_rSbX93h*1{F_Vn$%Uk z&wn9r39knu`j*WW(dN#{WXX}bJv$<|aEX-UCi`q8Kb}Lpx$SCgZC(AxEh=LxsqU95 zWF&M99JI(q;$d$d;23y&qKzdTxd*jwiUXtERqno(|Fzs@$v)fEGG~CvpWb*!hv;e6 zSO3w|vZ@+2{)>EOU5o=!>d6Y9B(<#Uk)$Y;k*rQhd7_ME{O*H{gS+ii>aR51ep{GdX&le_X>vSf> z{ay=A+40oC=V7ooN1oH&N=-5V z8?>_m(jjEJw8Bg8*6q~2E12{)s#{lSvBzr)bYkM$Fs5KjO&ExHXVFI6G9(nLVQ3Qt zqGk4%L`GJ`8gfQX0(W9nud~G=__g4C& z2YW9{4k^o)fn=QyUf~CvBO(RiytYHJSMVaGSN8Fh^cAQIcd<|PIgkZmY1n6!S$lkQ zc1Mtko(VQ0pnWaFlEQf}kvZHwYwy$f0Un6z)k2^^yEIFo-51$t$tFY1|- z`6JAW42SUxm#&Z<9u)HuBQ%k>;L!lxcGQ9JSWAgImFS?v8|3p@2fS-(@tnHL&}Q&o zb=|=E5k2w?$2*kxrKD}mMlOta4P#W#5}XJu*wC|$MRxsH!HI04_m54S8+ck9Jciu zKp;ywf)qpsN|Yh5<@;V0x{g2p&&uZGE47EP{u57 zi08C0O>K1EJF$fsrUj`9|Lm94m$Ve`Gig4AvHZ_ciy2>_K86@Lp2Gg*$2sE-f&f^d zcs$kWv7}RJ{0Q!RMi~gl*8g*#?ruJX$2_h3L$tYb5Eh8IS5jJf33J(YkVNlafZ{i=DRQ3*5yM==LB=SE8k3K;@Zj zrI#GY9vLPC?#Z>)C2ueOeA6g}O~2S3CX7p}K$3G&0ljyWo9L-zU$IpmR_Yx5ck#UW zvE&iC`QnB8Un1Bq_yA&_IJ=><2|V8i1P%dyd@+-o`A%x_V&}^yYx2!eZ>>#`PSuct z*aK|&LJxW!Q7_4Nf+;rI4A9VX-UYx&j0K0wSji(RO;|brQFsr8QJ^%hIu{I0FmlhQ z?cOi_(gRV;(-4e`>}lKjk{(}@auRmeE93W934;J?`$BX_#USaCGSSAqK0GO49YIiM zLD5bj;-mJ3fU1A1KB|CMc;~@=bP*5`coSorlr!BE-`K~6O-GJy5U88lUB(f}hzO%^ zZ6db@2qsbHNW9+6uLdG5fwNfmsWUzWJNk|cm>wxSjEcDKe_x)I5jh@o8iGVOid0$y z@QtW_$ES4_wC*Y7*ezkRi3v&iO%2boyA0<)mAYg$l_~`VoZEOZa(dRQdOq((9aEgt zc6#f5G3iB?S_TacpEHU)RBkS%Sk?Wz(&WD+Pl=YN*m>tGQHD0Hy?sXIZ_n9;nFfrTXj7_>F${W+A#;1~)22+e#0j#?tyG;ZD} zvi;_m`BYN@s`WnSn{HP)Jty06Q`E7Kp)q0pBg=63B|GjO#sh&ycN)AC z1J+XgLnPm@u&|w{UhyF!d~8_F8)bz`&?l_(V-Vv-u~`%z=`YYqt8v-9xjtL`a)M83 zov`5}SPLCQhYoV;kJ~@h5gg1%KsOPh0(D%0U1%ywKDTEOI>QP30r-nLz1qn|C{ix(&Q~36#nVF>1FSeR2w4{VDOrgdQOn zXohe`<7v1UO}%##z98E7NZ%%NE3Cs($CjVKN9EtmB6ALp0A7La$|7Fd@^p+GBP-nO z|CQ#T-s%fz<$wKu1pKdVQCj~W?VWj8&w0Q9%Q6Ntc7yB@#!{0|O2|5C9TcgAQnag4 zDlNm9P>C#Qv5qyRNNFQmi&D9V_LVkCMJYhH6*L}|KcVFlC*Y7&6Ywo!( zlYIMp-tX7)d_G^#*CscK&y#}M6N7@<-#wf9G`MKKi&J&Rm)`JdS~51MekoFjlH3fDBGSFXV?E0e|U$yH6MUTyN+m zI=Ql|89W5>t6;)^RzUvWf$je^L0a&(sHY>cCxZ^;FQKDYzrM<(yV|4~zCh7Xpafq5 zo&536CATtb1za69MPT9coU<3!RzZno}h7a;w0CvMdR2iA|TjruyZiy#I*L{5=^ODB$amdsGA2xT?*i@CbD(+NmA@aCsFO zG&phw!i};!Z6GT;gvu5OvrD9N^#B0r%J#P#l7m6DeiF5Lv?&AfODupy8W$V$2)xE` z8@Tm1f%*`)1v(aN$*6Ir==DH@piiw6@AVsJzjWQ6lT#@JGVz$e9V1j^Z}n#E=*^KG zEvyfZ7R+dS#)kU=)O|L)tuTr=EyLj%jmTE#(63Fe&%be=)<4Xac?uE}kQCi&=XMX+ zw*2DaEf2i#Z&|(L&KOkP(9+7v`I>V}Q}L!R`Ar{g`Mb{^yy*SX==q{7y$V}l8qWq1^ItEAR6ws~S>KW8+yo(8uYHb4%XCtkz`X#Cx9#-hmux2B2UW+ms;G zB3m}V;r&ybX}~4OAHkEKb$xr?yk4}woG0_drdx$Ra`#V96|#l$u1n%+Ivs-7^9 zA5)+#w9D_iJC?hD+79)kW%Vz;eDr->B}zPdx`b@uie^v%{!JDjMN}>7f-#Cv#phhX zxv|8^sc?Hd$U`%_sChy^*4=8-6H}N#`6}3DAs!Lbn_yH$>;ikr8ee27l2Mcj_wx#5 zvCxk&ai5empD>u!m|hePq=;zA&>?fq-K6?2<95INMO0C-iRKhAW8}9zNgON)!>E2P z|D#>{|6Q;3Pxt=%`Q7=RT^mpXoIu}x1>3uxX1SgKz%@6Y-T#SN$yiz7UtXt%{C5EW zcLX&K&*alCLC(R)7$bX35=u#6x`H3l1brq%0N;&Qo~Kx1zZ~E$h!n0s+g}t>+ojf8 zvOFiI?c1df-qj+=p-qGBWD%g)_s3sh8^)^)ZTk=^=eBVVMpD$nd=KTJ- zm<~3yF%zqTm^l-fh5}bx^xwpb)dIg@Dq+5%8!FPPNQ}g9itc`ItxEaR?-fgq0*p@* z#OjL#ykDxR{IU*=+I*U5E8vrOsGJt4u?4hsTFaL|p3uH{@6p+N_iVNDmlzRR-{-xp z(R458O67;%zY%wZZVFsdD9N;9;M>G^5PB-+d}2$>dJj^XB#54MUA*==z1+~Sz(#tz-vrO98@c&N0g#LMb0qLJ;UAu3f?2fk0e}^g91?G(5y;YR{ zcN6`5H}gDf=l}W-V8cI~-wDMXS%SLAqDq^vSi1|tiJlFpVQ^m~z(goK zscDKYmH|;;$-jF!HrC18Rk7!OM2u(G1Qit>_>O?8m?cTESuRUvmu+g%r$zrtb%g5>d zwvJ_kkE={8`OxUIc&f+lw8%|veP&F}Ka^~L#w)_{%pPy6KGq@pjZF3i{CPwtSOYs;tpG;Saug}vdiyobrXd!$kfgci%{8T34%?Og~i{O@{qPT zUyF#y5`Q@pbHtO&RS@lyP*AwSZ@qpRNJDh&JO zwbu>o(4Viv`+uqc_XO7`=yr?HU8`OsAfTuUvN-z`u}*MSi=dWW@UIrihKBcxL^WC7 z(^Y=A>Lo?+mOznEL4DnhddH1QA7c@E43@2$3ez@>JajoBL79|X2VNH7+~$`2f0Q*t z1koq&MS=2_QKap@v9satDh92Xbvml^1*M2KD#TJmB9y&@sOm-uV5~y*)u8bI*O*25 zm$FX|yos7OfBI*`I_C;iU^~6RX`X#eT;&m~P5E%50^*7XM~jA>9k=Vr(DoELk7LyC zvzK($>4cQl3AsSj)e~SXV-4ND?Y>AwCG=O~y+T)B6|(7U=ljP^{Z(UkWyx{!;Oz^n zjj8E9-tV7SbtS|$1Hqnn=>p9`PVd$j!iSQ0k9uDGdqnWRK@oe-6=K_n*Z7O)&z~3l zDbW`?x8S1{<>Sp!?LIIAUXR6)Yp>n}gvfUgIa5eoOVy66Y}9@B`OU=V(>KkjvdBFgs~GpMQs z;{56TuMfWH@qz369H_K=5Ear@qnP}Zry(S3Q?njljQ}sxba(G^Y6_cqa*e@VTVp`8eXLV1aEu6^U=K2>pReLrnhH`cqK7V%DIutGvgZ zxs&`~$5nJS3C$ir?-}OKEYK}AbvUNsOm!A2c)GxXncNGA&Q_j90~%R+y?>JeWN8k7 zcQZq^)1MCN8dFxJeIzU2H!E3KF=Y!rvz#$G!DkAQd*t5gS?$U6n~m?kJUA=;U|;Da zX8+ZjyP76#!S)M7=!|i<0Jlj$|NxjtBvQkG!HHciaq&(FIiOcxQER zG{XvCg*~Dn7l)A;;B!5AEa0}y0od#d97V_5uOqHSKnqjY5Dl?8C5({IniI*a?M)Io}6 z2m#fcw`t>@jYQ|kS5Ixv^weC?v$Xv#N)9aTjtdULd%V*|(b_CRv8m-Qy64~eO*qXg zh-!I9-rc!C)1t)?Qb-{KMyOef@Um>VMgMn)le;FjfHzp`m*))*;{5VaVbe62EXTLu z9C$r#^JMWS1z;)?HF&;|ayVwq&o|>hYvl(aj+y#YF!+0+j=zdDT5~tl3J?S8qXiqn zy*lTVqXsVMSK!&TJHT8rx28xOKS5zb9%N4Je(!BW+f@gB&H+9tcnGQ*>yCl7Sj7nG ztdYZ08D=@OnTzmf&ors|eYke|V9(E3ZsmBE)#S`tS}zg@g07HWby=QmSSa-Lv^A=R zh0X1${QSj!#m#*eCpjGV@j5hlz^1aysS2~w)?VGNINfHPoLPtA4n>VLjUeOkne$#` zn9nnmGO$!W?vlAS@%r^^ldfI!>VNHkQBKR3{ks=TDq6p8O}k51WwU*Og=1b(PIqHd zi~D_HEG%YfuYGy8>%!C9oF%bq4wE7EHEYD04Myp|?(RW7I#WWdPs1ivF1d3qP_h}S z3YOA|ZHjvKncFY-Ih8KQKDcMx#_Z!di`7{`#v94Yx>lU+_#q8>24D%k99K}LF*fBRt|XFhT?2zdrM6co-uCR-Gi1bwCn!z(<7Z!9 zevTmjy1F`rTOil&JV|L85-V6qs>&e!I=*~uaG_0 z68KSRc!Af+(3{t;ZGn!lF1&pJT*#nuHN#kke0(bT)LSY17@R#xwI%eG(KwHdAQy@&C(6bwSOaW}uo9IF$!^U2`p_s4jVag z<&GUQ=n5pGIvV)MLCClqDGD^&R1b#g@XlI{!WZ7oGLQbcNoJmH$!SbIyPE@(pR?wO zb)`>u%veNCpESvfr~kfoNly@00QArX_-n!}bv+}a?;el{nB#)=hvn55_7bW=}a zGcedHNN4F%2@Vi;iv@4pdt*D60&AOs;xzY}an;=GW6T!p{Hw~MZ&1FGJjpVg80Yl@LM?tGUi67jEWW`W;aEWI)8eGIBC+>|9?nT7Y1_<$gwuWM?)c|iI8rueQP zohvyY5{$PU0gB#a`bWzmoO*wpIrH|gjfW>zIq3G%xVdpuaaW}IzH3+TP{66|DR}iB zDkEG_7Nm|Ai)Y#O(~d6kFgBUGtzL1+n30{PF6sU-xG||kn|dh?ei0dxMtI0mI*Oeo zakoaMEB7vCzZ{df1+g|`B}A7xbLL@SW%L@T-_b6Oa!O1P}*ojg^8lLy}<$LynnvD+C$i^*O7qvgAbdGCimYENm)JeB=fkB*&Si>!lDl_2PZ zsyGkASMYq;%;Hz}TkaOu;Xq8tV;%DdFFfhss&Vg?46F3!?kDJnj5wC5)_->Vwlm3J z&M8P3Glk3{i5|8xy9!&u9{@o9Byv!^1)@L4(L9qLC6$!(l-_G4=}WhCX**SQN^x;< zaF(XF_B2$JZ}$%$Hf$LVz9VNVPu%CecQ4yuV$GM8l$P#9QHN6o4?eeJEK}GsX3xG8 zoa&P<_sObn5N_phTaM!3WH3FQk)CNB0o6-)1^+|mEDk|*B%P4~?&&rbA`cC=R%)?>QagHgR zJXe+lr;2?{V*3>>w(ub2I(%qu#y%yGQs5{1ilr0WKmNk7nD(kw-%xivrjwN#4$h>` zYC=A1p8WD<%Xpx-whgL{8#->B=E{`^Mote^bvwng7LNWnD1R?CZ<4Aiio-VD_3JNH zr${HywV0a-FCEhu4?FV;EpXJ#U`ts!58kNQypWdW&BueG+Q3zF;Th1_N>OR|o-}uE z0O5rCV>L@Nb7jwy4e@9)yd^dfA|<_jc8;a(x0s0w|Kyn23-R235GLh(#D>kX6f+wS z$)*f;SUBT1nGNAgx6-;s+E@B1{>7v?6=VuPP&U;d(AsF~k1@K&BZ19j@qy#WvOUX> zXoua$N++iU>}4ZkKX+YfT^u_{_e`h5piZ9qXj7Ii^a-<-rN)ZxrE3wz^LYxBVBsE1 zBxc5+xB3T_$IA{Cvhxf%ISX*|Fs3QP?eKGL<2R*QX>A>}V%LjQs4p!TJWH}Shy(*{y?^g_3Dc$@+Y5EBq z6rUjhSWN<^6pTsjj~|1u?79E>^}u>p=d%3bJ3Aj!(}kOIe0o2}fCdWyTR%CJ2NF>M zYqFItfG$u$8tUocn26v4e!f6Lnr!HP7np7#Tn52Su!yUAt!VQd)SPY7@SD9Uo z1J+OXfAr{)*nak6qbg+wyH13k@AMPXNk0zC}h|}=lb_!Eb zwvq)?N1NV@Jb&Jc7Vd9%?M!IgZxvdLl^ymUoAkFB(XO9qgRjqj7Z1s8OGe z?|(+MlG{$$Um=dk=A zj7nxGkE&h13nxZW$%dW*$4uVvrD+sL7(KR7?}-&Y7!``GJH*tt>&;ph~eG^u>kJLJR z!UPeCbX5(iD=U}(`sX5xvU^$g#{^#x60RRiQFg+spr%~{; zSZFI2Kzm$WhfSO~czyY3v7nT9xsvZ55u(nL1Wpqcw@71d6*nl28p9P zQZ18%!i9usm(zG<^Te_s2Xn~7Ie70E#5+!BwE8@ZroP@uh4iF`*y8ZY-0$XczlxOA zu0-eOwyV`(EfQ{uy~&p7!u0Iy*nrB^(c~k7xH(B)&~gal#a)QTP!p&u-Lt!8BEpQ- z+;2vd`qP74K-s0g`h8{_8E9j`;dAvN26x zV;`K$#^Khp^us4jnX;eZ7Jl4sz!!2b{~}5C3QN5RDpZaD>jYp32~iwEN^7u(R{?uH zr9FS8THr5Y1X&uTXEt8jY_qP#@BkR~5B`c>_$?m~2w1jhlh_e)dz%lQf3!B?r>5%O zOL!b~)FE{U?$5ZIL}BjEK(M#BcfZup@0?V)3i>%=^jB<1e+d81OwtfqJ{HcOh5GP< zkeJJc4QyP9@@d>21fbc6$DB_Ha71hn_)cX+{G=%k2QXbZv9tXCJ^pb&b52iRU&_?C zoiQR!p1Kw*K3b#c0#BpO8sq(V>%CZxsA+WJGp<%dK4L{*`BePrGK`qet0Acqc-WrG zZ!&BD1S94k9(%nrDv2?8$(nK)ec71J29@~?2dPCk-e`}nbyOOcS9>@;2hrsiM^Lk| zAz9|!*sX9&TX+o5=xQ{nE45gW@-!=JJ_X887cN|=fxnLSz{ap46-O5e#3I)@Q>HvF zuwJ0RH&Q;=3OzrXxUtU2$lCY%{hKB()g$@bn)>>ub&Q&%?X51_G+5)$V3^_{-Cio0kaVC|;r>Z(y2&!V6c` z>C@8~yvf2bY^@Zyp%rJTmV*x*K!kZTjCyO9!r^ z*omk6^35_=kV|^MEaIF^N!;If5G}Ns;?q!C`IXu#Qsl^|u2(g|`{x1n_K!xd+kFo| zKq*480t@$AnA99?8kTm5G$~$z$a1Edtx7E%1u0VY@l&VF-P@>)vxpp)B1OM*O59nN z6fbbZGjUaE{FptLJ{{`(;m+^6HawzPZ^z9&JX}1sHt7w|u3tENwlA&yro?Yu z_v~ROYTDIv9+oGYimexn8`O{Ok4((^k)uVo0WuO#8sb!3_3Y`630oAZRhLt1)ays- zWKEi`*;QZ6FgC`tS|&H;;iD#2zr+GpBL!KaUz6+qhmvcj9kPP+sX_ykvShs6uDt zFf--hdZPx;mBc4*^g@TJVhvwd>VR6M*L8IwN%ENU;`2K5pBA3jyu!m6_>b@^ytjyG z;q}i-OV0o=5fK(*!w5bh5fvPv68Vbx&24v!7qWVRki!L|evT@%-aV{@GVAi4J1;k_ zdNWS(?A~T|78PM~)<-vHo;`_;*w0^ky`Sc>%y$3<--LC%Nr;QvIQ$pgk%PrWw7h>d zI5-0pJDX6ZfIboMHVt2!{lyjBN$e^@6f>eyS zhWs;G=E5i(02nHnT_E_8{~;=OVgN;V1`Yh_C7z4%J7BB*Gs~*R+FEb<)S|wHE`Ech z<{hLV+SFwq`eB9lpz&-9`RmE4pH)YWAMZzhgU^MGu1dBYWw2A?c;deVIw)Ish$ZsC zuj0J`u?g@ZMP_|UU&=&bC`i;+0Bdw=D$@ccHK0m`_L`x4=2~-W>t)P1V}c*5j4`!T zb)4aJw0xjeX2!@m_|zH#qd752%!=kc+lhZMo0aay2Ilc125|0DdE1f#GRBN*D%+^8l|58a zRu0CKJF{i=;dHsYiz^3mUBgrB$b8^yT+OEdW^Y*E%oZ`4_lkxF;T;3-H=g|!qM?hq z5m_8#C6?ML{rYAInL97+doSj5P2P{Q)OO0fGhIM$TvIG|)$9{$)3#1f6=?3IRn{9rUvQKm9^>d82=D^}U z=J5zYNw~2$bBk*z>tUtDsu%(Po;sBZQ{&e%scvk^MLWM@$Vrq8Frbv zXi?{1=Pp4pb=p$fDFBMCa))hLqYwc?}g+cFQJ>z1qDiC1KL(+St= zL!Alhf0NHIKk#10s(512j0YySWKm_UT#sUGQyA7m4 zkdXey1#9oK&-wP*XP^4sKfafrYl-l1KX+W$oMVnL=H#KYr0@o+JyaA5WrN723$hf- z%0vofx$@f8_=@>=x;^-7rNucB`L+1Cz4qE4`1d-~ODYx=%BCyizh#kv5qcELeu~J2 zv+_3s2ik6_dF#wCj7*+(T6-WgGMs6MRhyZ`#X$DEr@Non=ey_Jj?|ow^0PFQyK%iTs{F@uB6~|puF4*}SYrCJmGk0pn^jw>kMb7?&IbMbX?f=Cdkfcu?ysMPw$eO!-$TFMWFSZRNh#%Sh#Iaa?#bK*3o@)Gm}bq9jC+W z&AF)x$NUWn%P3Act5~rf3TeLf^+gN0?dhGL87>&Ku(Pv^k$EXJIx&$yXmMHR`t`n; zg#7AlQhYK!eXL&j2hKm}i3oP6E^^!ZTpeeX`8!!ug*0-Fw91uDe7 zvL_%gF!sqI;b@hV>(RYc`OifKOL_5B|yDC|k&33vsLd>#ter|?( z#|}n8LBXt?oU)1vskhFX8t$xELq+2_(0Hsx;BrtR8&+aExwDd zTD>~jysI>OIDbYy!&sevVJceyS89xOVd znXh)jC8#U*j4a+H-F)@NB|m=a{WOfWN*{wG>3te-%4!-JGh|oMV&FoMDn6U_Z^o!6C)W z%&IYFtZC;6v)UY36Pq|lLXUl*%#Vz52$ zvg?i`vRAK$D#odX*T-FMDGKJhCHwmI>(Y-O<$c-JYxC{xXn3u~Ir4vnW?S_u_8730 z{;}my>dld>oF?sRxM{x5&dv^V<4Q)2iDyMbL~Or35jNB=nC@fUuw=n%qbs5861K<`K2bMCI{M z0o+oDgx$UH2J^Gsf-yKnTy3zxbkCtU<)m{RjthDEbeCqumM)~}Z{ zHjdwML^Z6kQu?yyxpQ}e9H#X)?Bx>Au^vpmFZ;E~P44>jS4HkLG29)uYq$iCAD2CQ z_UwC}1p2OT-)@Y2d9UA=oyKL<{B5)CbAG$}iH-=V;QG$jzgu;cQZpPr93vMYX|3%+ z%dbEAv(%fFCO+!@RhgSNGqJoPeKl-*AEXVnWJpyAF68#r#YA9vN!G{1&`p(=SI8*6Em~O?%lhiJ=$&k*_;0Uy?c>T!2+sDSMQex3l5vcj`N?g?5W(a zbmEFg6;8(oXQzJpAJcv?|1)^u29_pPXj)4|Z-b`ek$S!e$>*Ne=w@3#V0AL6Z@5NP zlV+e49u{_EW@50fHtH$4gxp*{thCKdT9WF+-Zk>#(s=q(CNjw%1 zg0+INu`w2wi@Q7fgwRmEf;dA{7~kQ;!k+sScd4kfq@<(_7VRAOD)JP_Gb{0Au@s&!P$XJ5+=YH7@1^m(Y^C~-*4;AH|*X5g9tFTi0yd_n4l4>f6(e_8s<<>JPt< z{`@JIW!`1^?ZcC+blQ32M^2y4s&p{Ou~H)u0ylN;*H;fLE~{N8ZLIy*Nm~1T%_c=z zS&LE=cI5)nbJ4vGkd4hM$`{G>JcN(Mao5)k%c;d`*uNvKuU>n}t zU+=0u+*=bdULz%VI<@=zcNT7LB`h-*rT9R4yX*U^7jNU%tjc|ZJm?nVI#~ z#{~r0_A!qSwkY8i)VJr^rQMz~zh!5~druazv(BH>;G|JA{-lZ^J0U+l6IhtF;Gh5X zRW<*1*4sFr`=_x8m#-bl;GBtjB`xcH-khYooIRjl5y=f=YP+%%v`ZGq#$ zRm~c}5d-9Amp}fHK6A#&cC6>cgAIH85D1VrYp2Ki2?8)^h*!5R9&Abx#=9sKILx_N z(NZYVT#3uqzn6U}v;hz<#&KcZ@EH{)GcH;&E}DdW0Et@coiTu;emqOnG<|Q|$szTg z4&IAtb4hJAHF5^^u~kScX%^j*2<>9L)&rII)@>WZBk;)-g9Tt1?K)yS`T`&(?}SOAo>MOsw~@cDvzTUrmQ9T%W7j9fd}_Ln7oy zeU4l{dF{hy@*Hf3^Cn3+?8Uk7IeFtT$>gSwIQP5$@ki!oPLkrCOJqHTdpmm28 zxwD2=Yt;@)=c@tSY}}L@iwgdTEQ@ZQoWOwU1WiF81JPm+x{NrjY`J;h(LStMd2D;! zXlvmLqm`(EkiM$zC)*+hTQYca_5nMuNm`B#-g*pa=BcIC`H`HuFp;O0BVR7&O}5*G zTf4s$_TWh+i`@UT#jD%)_I236vb-5jj$BR`7hIT4VU!9Q7(gjlNF(H=u==^6qXq(H zU)4)zY*)4=Xn(Hwdv~`1fL-e z&XuH>#Kfa{Kg)TuO+TND3VdnRUyoJis&RYdVjh;K?U#p#x9{2&iG+yTP?kP5o%il) z(v8t?C4H?~Dbr)UUkA+pdP+Q2qE8P?k*!u2dU3tT{bA~Z>TPA(c-0;*!)Mpa1DS!( z#{25T_Hr3!K4n-zDa}OQ(VG}(B52j?*|W&&pZrhfgk3&v($4q%l-W5z=J4YSKPvRiLjpPuv6+%bfw}n@>Hb+=PaWFYkI^PpH|n@q@j?}^+kOW=)|8`8glpUavfdW z7%ceaWF1$a+n2~DOl)i)jaz~9L#zjzdj~T*>RA(V5BB!C#0t*!N@35azBo`1FcJdP zWbo$RI-754q~4@Z5|_vPM&csUCu47)`AjIAdbWIgeEgo%=3#N4+S=4B_qS=FZ2*CptpCc%1#}xi@71-1^${a-!v< zz6_X4Q>{%Lx`J>ohucik9B0%ZuuKp66)^s4(sv0_(dx<<=S{@i7JqzuL+C|UvO#ox z@5r8Uvf7k$b0oC2t&OI+%$LKYzhF1kg16r1_wSKOLfyEpIN9o5*Vtn0h1u<%z9 z#q`i^DN5#+{KH{wIW`78l`qmegk>f+Yqh<_DS8D54_5~H`s(5^^^{l~f$F#4a;KJ; zQRwJ`?dJDTG6nJvQ(D({Y@-<88-BP@F+IanO3P(d;H;3K(Kf_&Hb%SHUBpwrHqtCY zY>5XjC8ubB3Tk4oB?9ZADa{12+p`u+P1kFQG|+OU^wV-_6;cSgqPzX$PTUay^Pk-n zN&wx4Qu_gF@nOn1QONT0dPPtiN{E&tcTu2*BdIWmpq}ys#JhXt3W zDJ?Izwq|D1VRU_e)y#TJ<{Z*e3~C%PPb^vblB-D{t{v~iBN?5X^tH5lU-xU|Yub&f zgMbaaFPv$szm+_#i@Tf=ATS9qR2QwlYSff`-)-e08xro`alTAIQOjG#c_R%={V5w8 z8zfMPnpYC6T`r5)Nip8IY)7Cz^32A74=bEf6e6Y1B1c+U?Avi?y?e!uELWIX4jkvrAuqy5r|myxaRM^mR+^ie zTlQ8n==#dgb8~Y8%~dt&crhdYDO|erM`&p1c53Rb0dp4}vb0a?d3rv5ifFl0*B8YL zLOCv5RN~sTu-mt98%o`0iV6(eXTN#!PV&!3GpFQ(M+NqrzWwcpv-0(yZadE-XDdGE zwaE|vx$CTu&;wE|eSYg~Fh4tW(fx#x+(S$D8KK z8)aI2`TCWbjxJ%q@aug0A1%LA)`v54aVg%pbBEi07UA3Lx$hAVA==T{&Rcs~bNJZ< zb3z8}n=*{J=7NPl~K`>y_eJLed(gq-Zw1Z1wT@xxOsDJ~Yy&(8=GGb9uQo`CRkLN&jm}fgK>&>D-ATQ^Q$}`$Uk7OhzC0}$Ch=iku1FMt*N#GFr zxC)fUSGmg#xnl6Z?w23C`fe@wrOVH^9hQ{Gf#^j5&yELtN*Bc6p7HH0dRzg(1A|99 z{yhq1Uy)?sDVggjDnRAWec08bLqhhq*>u>Cj*lzcxDn}2%ddLllj9iBGAk$(&+W9d z#!5fa63Ps@c-1WW(@x(S4a4&rD_pVZLs^*^4Uc6dzy^c5eZ~AlMgc*qU1h#XKwUVr z>NS3B+rH+s7%U!g?~svt5rw4zeUda5*Lka(@|{(!I%FpUe<-h5v#}PSVjL$_0-)qM z_QjQh6vimj(pxxKd3aQ-s;bDD1`F8BgL4ayi0CJI2jwpTQB>3{jYTHFItZdlii$o+ z7op2mtnL9gZ_cua2z~i-e7ZlOrOq-hFF1a%A18*raZWpg zIC4b7Ltr`*n7l5-M3d8?UOdNUxE?#0o?~4%+2NSL zAm+ma_}!9WqJ&~6-X@EhmNs70n}zws;M`w^s|ozqt^;N$3JvT3p^X3n& z=cg@%Tz7IPP7bxDU3t5jf3nqL8W&cJccUpm-iw? zga}BMJF7SDi$v(RpJ>u0i`JDxQJZ)iU1OzOnto$t7dN7(@J)4Pv;r)&NGAqa?k0`1z}->>M)Uwj_tPn zN1T%Y{NrhDdk*A{*I)MMw@aU&ZYYQb5+cVLEcz69TF!Iqvol@ueWmI;)9*+%$-LJ= z#`4_$l}MN|-g`=(^2mmlZQU*o9R7bsU-@uOxWoLh19fj;n$U=bceeN`z z`d;cc8AKeX$~5WK)$0_RhjNAmz=AZUZJ^~-W@l&Tu^9@y{_)wB460cCV6=KpI^f!% zyB{c;*4EaOKzlhqL_G;pG&McVlRHT+Oj;3T&C#{sk%2~b+U4fty6@TK_I(XBHT2kA#}AlF3e>E8-X1{ z(GVOQte$E8`OPXk(irfC>E7m!^6_e?ksxQ%>o<~f7h24MyLU6w(b2VNOPI}Y8a7IU zV^Gr9k4D}3%D652^rO?DR@lMh_Ppv*1Xq!jl?4pvnVgaWQcC90o9wFF*cc#6(k~kn z_yBO64~XfnOUU?62w@GL;7kXkXm^BPhI#L#wQMvELa-)>(|Zq z#l<_Pb10=dma}>J1G<52=E-?<+z1yUDj}f&M3JUlyfJU;dw}g=TEjq*@_A3xUpoyX z4LU6d=h0wh)My^pGVc4wIOjg>xypGwz9u(TgV+StqerC!xJ|6hN%7=lro2Cp$6y~(8?<+JYKc^X zoKue-L6WKFD46|H=`b~_1A4dZio)Y@=35LZbJsSUd;0V#xgWlYTDB)RJ0vwUG^p0D zt#qg19r|G8LGHWO$(725>P%p-Uc7ig*oiOiT@}*w6^^JRUm#eW?`ERNHS@34l#a4ns8&9=I(p@#eCKYSz0JioI0`D+V+$jy!;llk5cEhts%K8C(b3L?FZG{(jb|Yn&a%3Av*# zSe)CpY`KyXKB}ssq5_g9U>gg0T29r)*u`g+*>)g&?VR$;cbJ?ZiPO)fX(xnWP!DDBiktt2xguqdr#UCB&YlzUi5ch4`>AdXgtd z7zZc`10ZGrRY*h2H3LE|~A`4imL5Cm@7+OhyQ>6Qm38F>ln*D^UD=51$poZWZN z+1a4X=ZHVD7Gcze+HweK&to@16o|0#{sxlpExvzb_O>O@ztC@OqSnow+WZ_ zS^0^-I>@cc?I#|sln_MXA>lV3K782Ml950{VzZmw$orjXw&VIlQUT*x35uIRguoks zYNF487iK~l1n&qgaFGRg{rj4hPc;OKLwq1a5*BV8ZcQn;%nf@^RsypR7CpFk?*?QW zf=zdDXs|({AvYq}aXt&^OuDD&3&~m<4pTbzKRiKhVi1E zoE=~;NSU0sFh4^$AH)?PKUT;=Zo5wi;c*=qF<4xAId@8AYt1)xGOBP_v|tTeP10vq zW&RChKDllQGGFs+tstp^gtWT5gIUQ&GOUcAF)LxRw zzcx`?|Ejij6W>yCp&z@RF*YFc<-nI6=a!E3UyzTN^hf+SgB2+FuCA`rIlt|Chg za=QU7F#GmYa!MJKr>mgVU`LP>Q|a>5Aei>28w2(l1g76m~F6Jl9BtwtZOrx2tE zyrSzX%l2;z8?59bfU0te4nBPI-wsI8N$L7p6!X6-4phJUS?$-z-4wAi%!dl^Ug_%Y z?sqm4>^XPGtl$s6vRf>XI+aH2lSml>Qc0?$q-46wH%2-<>@QvbO)p>H2yEs^EFas^ zlEa*qJ<{H+N<%*7SC0D)eK^J~TYYp;af^nRd-X3vuk@Ux>&V2XZ~_XkvZ%odDUu4O zx|Xh7S|4O)7gi$l2~;UQzkVT6_n&*cDr+jcBrkVF@pM;rSN|Ko^{96mk(;*D&>R8Z zj_SR?N|;XJJ{7g)>@PEv7?KqNGqHpsOifK~F&8*wD)jiwO;VtE(eO45)W&~PFa1<* zMapPWbS5Pw5h|hUR%=;KOs?=$i*(hXjfk&t8Q%hS^hvWX7qFH3!5Jw9a2f3@qGw=$ zeDOU!a9HDdl5(Ir;S!u$==al~S$1F<&tvN|>%MLcRNpB2q^W5YWilI&N&>Y8$eJ1e z^z|DO=%b+05HNY(4jLYSOsoqvE2(veqV-Dhc{JF9s|}_@t*7%wOIaZmzXJO~ie`ym z0d*)N%p?5|U0vls`jJF*>*mc5s5kg+$E44_sVfji93^rpxCNbS*FG3>wag>pwR~4W zh$QzSX~P5?}(E4~1Xh^XJb{jh@gWg|s}k zK-BjPd${dz^W5zt2G1MnCyOm0XXWTuhdsm@%0mqyCyWbHdl;`SDd~>r9D)DJ-o8DL z1)&IKF%@w!#|+8Pr^%4eWU@VcSnC9&fHL^}gSM!+m{fS9BO_0ss1jVm-G1|BWrZv3 z1AtdnU*4_bpBYF&;Cvbr69ZxL2KUfMzY~NpLp+X$+S4!PIQ*>?4N4ZX)R)OXtkIOX-9{K($fFRw{iV6e1&tnx$2=W)_ol9|pS(V~z zK`g&Q!h_Pe@H8Nx#j5*bMMc9Q557>~Hc|l)3Ntx5nQ(J)0I(Ml-m6L>(T)L8$6S5y z!ecuYSzTS7YS}A`bH9XeuYi&R0gOQekRo~T7o_0EdArt3GqBh)fIqXdv$(pK2n+^e zJyoF9S&u*7#c!KhpP-oltQ`Y+gS@i8J`Q-Wf!5*I75>>DZ_`JR%b6$oS^Fm5e)w>S zq+XIrXjoKc1q>RFo zppVila3JmmLS<~*b_fh@P8O;dZ=74fY!}DzfQ5wxsV)Ce@kaBVBxUd!5h!SHz<&UM zo{iLFGzXkRibljmFbDe)uvk$?;dpofG?A15j(@5`mIAd!$IL>~h z1OC6}(LOg>un>n0pbzGiMYDZAz2by!`6W;NhWI!jUeJb`ATPEtiZfZpV{b(R{#zSC zBEW`K%`|-hwVnYF==8n}qZTfLDj=Sv8zkVF94Tb!3*=_ynl$Vu^sBVwKD zxc$?O)^XM>C+o|XFZ3dShZ$){loQVo81Ym}APNO;ExUZm1JOULOdak9d?^eX0k%N} zJ5#bKgu|2y0q9IK9qCRcSh}`9Uavu!Y0|Vx8TkgZhaw(Qnt7Kfw6>PIec%#s5AqOt z(kD>zoVvY{UJt~&|8X6cBfHW_-2wIfK;GMIT{=kg8@l}j9rGb=5MeK80;~Phz1`eb zkNbW5{$24#C6M^#&@8I;N5H+ty&_NdJ}vk4kGq_IM5nsZ@;C3$5K-!X^zh-6Cd2eR zsRlV|=@9JusB`zJY=P1Sr=c5#pe~FG2`MzL^WzLmexRTT5l9KT4`f2>&6~9hg8!wW zb*8?8$CC{qXS_Een5Xvp&`>-Svz*FFc~4RwlRIJ^Qv;?g8Y$7BB8VRf%!1%WOGs0m zVF1~c?77MLLC&yg=dyhP* zQ32^AY8>|yPtSWEUzd30Jfb!;fIIZKlpKbBRpPh6u3&R?TsZgpT@Vmnk*}c6-2nL4 zuaEVEHW`L5Mxr)DT=?d}C4fQ|GHogzDGlGvO7^u+!k}iSReq(q?5)sDl_N=l9gwxv zuOCnz7y* zh!^~1yOX*A1z8u2X&QO9y$BsLkP%!trL3*fi4p~vL8>lz?WA#md!&by#7fj>r96acV{oFcWW2xH^4il8_)^d&Ln!HKD01f1R(}>^(PA89>B9Sa>!aijinsbX?=_K?BM zxT2uS3}I<+EC5c6$v*{TKrNMq=S_q>)NpdptH-*0HKT<+Xx}>={~}Chf6b0Z8{wBI zG2jSDRIr|*p?($VR_`j8Lr)U-MtjHK+~<3Q8is{fD`V#_st<>@m!S+Q0aQ|?MtLp) zwOX3s1{hbIr&g?30eh79!3DLwTq>4kj(a24aD=J1*Eu z1o4ruoM?1op?E61W%3sB*J|xssqFL=_Q|qOpCoYNtYbUk4b=BiK%SIdP1-&kRtUHRCQk5#v5-e{rK|+6=vkuR*Ojj%5%Dt5JjfCi*DcrO_Wh z$o4Rzu1bUIK}hTbKpP3TqHaKnft^kBML>p_r?0OsXvtKtJ1zQbx@$LXtZz!uMP7-& z>XzZKG3fTFh;u%I3aAfnV7GLWj`$9TnNKek6a^~C@(*;StT# z2+`YlhM;c}aA+tfeBr_+Pg1FZGHO{=JV7Q56GP;8KV9RS^FMx=s%M#BL&uXkGf;m`Zxlcl1p~zTwB%aLdXenxsF{+dhrNA$yGNq$STVf`jhI@8g3olD{x-*HUrOej`jBk#INh>>KXu)6a2tY<*|{^ZTd!#*Lk-8j@uqJqZ z>@YEFLHwQu^-pXWzhgVW zyMe?|0)ax#t{?_eU;v=p8f2dsM6*bfj(lPiGMatqArMW_Ep{X!hyc-uZjU>1`O1|m zE)O5dKtm(a8V)nqQJ|@5KkiM8Z|_}q`u^I(tyg`)!NCC*oFs6#--d@dK-B^#p!#BE zV!A}AY``vKw~{y?;I(5P>vcg)eTp9j%C>@92**Wfdh>uPU=>mP zkw;%b=ZOJqB+!Y_ji5dB@G~&kRDy?hag-5bqNl$=f_0|Z*IHys#CI{=Y#CTLH_{2j z;%uVuT~hwhNBv_f(tU@GM3KJ3nQAsC$bMtxy?@$O3Y7VTJVe1&LuDM-!FAZo-gL zzxERByHL_vtX9Orh}Q4QkzYxCV#tpQQL-1GJb6MWG*seBvHeO>vJ5zBVzsH=sd@Va zUSEd14+~KZ4BpYmC#jWRQQ8vi-X1p`0BB>zCJh6SA;dCFu8`PvaCK1QybB5nU?~0i zV=9~aVjkT;V*GS7rg9@9A_z4~E{eD~$->0aA_fs#?6~!F`+iMN>jRe%IGcL)Jryx8 zAq!W5o=-p&-L}}kV8i@0JW)g2#jN=i7N#brmgtOM z+-kdvsMvP-Kr*?jx|%wxH+>6y|C=>P3a1d#>fcZ|?X~;vohRRO3LQ{Ok<0P4Vdmy- zXbKPU+5)!jT~Sf8ZM}}7_10!9j-ti4QrXlWb>$^bkRpBGL@9+&#(7C|jMGmD z;CiUcBcb>aqi{LZ!%Zv`u;Ba z?#N$B)BoRg%(!#`MU&_WydTae;eP{VMmhUBa?2>KhX|cJw9#>{UlXkm8;C~=ASRB~ zFThqYQ2)x=VKc>tmsxD#n+;tsxFX^~j%U%#&xI@PC89Lzv13(D;fssI$&RvYhcWSG zA_NmBx}g!WV?+6K-sj3ohO11a&05}PyDNf;oJ>5Lh)i%9u(GqqS0itGYsaa1tWgIM zS0oXd0oP06Dge<`jei-1ph!d(Xg1EMJn%GO&`7lmB*y}Z2$G9Us>b3EnwpqfSuZmU0+fuh9q-#X zSf6fSvO5-@a$usEt)J+2@9y1fj=F{A042ve<1>UcVJrg<5|BQaCii<#Rp@Bg6v z4j;(u>}}@>So$t6mWLFllr1p2AtxH!1ccN92-2(D`yW`k%*Ah!Z2f0YvK|Bz?MaV> z{${t%;!2}59w^LqCLqt3L$iJj-EA!c82=hjq!Py_7Sib?o~2{OG``DwL==4JH%1w2 z(MshDla3cX9<(S@H}s-vU`QhTJx7}j^0ShfS|H49oR0Iem*ZbgZ$B5rw|MuNHq;;9 zI=cN$a>cbIWwvtm%Kp7HUS#A89)S5TPpk5!)c z=ew0mXtbK{_G~L+stiXt@MHTqa+(?Hq?4uSk++Gk=Aur}RY-}II`D0>GTD_{S*I2( zs|#m2Jdy<7rs~y*W*uC*x`4ODicdcNepetrGSyA0#oHQka%B4(yERLZlTFHT@u$4} zogPzG-CNlhbncI2*UM{{Ztg$b99Sf`R_0%e7(B$Oiww3q#p09XplEw|>wucB?_F7; zC0AQaVc{9rAIVFYUM{7!4N>J! zI~$X>b$nBldP$B~!1MkA*`@pq$V#W{r*igr9b9bT z!T0_PIr#5&V_IMbGUfa$#pnOr&H5*sKfm`4ESI*v_;=OD>)rm(o4s?zvYN608p0p_ zi*>J@o#>(zX(22uCg?Xs2{e2LJP*>TcLoSU{8o9J@dj1S_#In(PZYfGr{!@*&^K^DLw6qGh5*=rQ z4jkYW-@0dF<-L14()+1Ksdil2!n|GP%#|~h^(>0vMH|k#glv!bV-H(hK1;%b@H1-C zE|=?^;+QTqu{>nEvTpNhC;EFUlLZR|e|>tgUE0tuPC@do-M1FK zHNr3d0xn<5EW&DtrBzIS_62v|*#2igF+EB3XPfbhT)GWJH&keSOSYfaD2hMt-58^ zMeyi8$AlmYG^gl#kWvhm3O$sx*+bd=#F&7(s%c2`bAcy1%RGt?1y>vnuF$nvie5BN zz5T)m6q;Dr+0uEbmOom~>V(iuINly2VpKRxoIsbPWA_}otMuMp)vJR2FV58Qd zJY5RGvo}qt-%zGaUQw+3YI~P6E`9aa$kmlTpQ2-8h+qS*Ck7?8nj0(vAwic%-)}wA zlzqW7b)-}1qO(wpk>%xnYt5a(w|A!GGf_euUKB=OB!xQRiovakcs@EtY=n!xZQO43 zE5AaarK>BByW9A|W+Y>kLbsq*ec{B4@!G-&L&;SXr@Uw9lwFC*Y`mxH?etVyg9hoq zgsK`&M49MlQPO*I?7*Lo=jig79YkgVKAfH+4p0y(Cv{4tiHu-M)PK^@Uk9@&Cxi@Q-f+r7L@OWqwRjwg`xz{B?pD*^ zg&ysCQ2=^}6#H=2vSIB8kLSa&Sxdw?kaYe22Juf?K6Rd2`oV|GSvv_o15H`6LBlQ% z>MpU!626)UaP-X3X+aIuhWl!eL?2MIbj7DOtx`Nfv}%+CbvZUBIWLzEH+$o#)KVey z&j+r*iG#7KK5&A;iAVZ;5oU?waT{GC3$BQD- zW>#8KBBP@N`U~9i^tY!{=+;~Zg`?v;EG6Wl{OlbCS5#*79>p(FRg?}|lWM4FkoaNY zr|%BW4jo7j)LmloJJ%ZCPa1RO;WDB~Xvc_73r{!r~9 zERM+RY*nbm-MMpM++lBsdViri0kRw+orwJ{ON~9}>*C9uZ0}*qS`D|WV~I|vn8d`! z)_Jdnr&-q&=jy>Ovv0T_SR)F;@1XLzD=T_E0sm`=VpK z&@qV$ttF5!5lA&E*m6~fmlni50g&$pE{tA;7$4&Er}arU;rgBI^5{8s{PEMr%j*Vd zenP()^s{f)Io?4*4)rrW-rl{~8uDnAhgChE2t-(bvk49yOV@EGv@lwSP=D~lFD@=L zH8yB_@V|m*M~_seQ@0nYENBI8D???jg?NY_5pEHlZXN}6lBWdS`o5dAt`JiVS%c6J z3{W-K+rx-P{FfImUhH+}9s1>Qd?_faF_9eS0c2;@X4Rmc*lmD9l(_3MGf$Bge0Wt( z_0N&sNC19uct^9VJlE&vE5g|z%SgqxS6*J8Oc6j1 z(^cQhfBN*)8h%YYVl>kn7U{?;oF2g_*(RCLdHG)ymU z=KZWE#F}D~4GdY4gqb(!ugBK5g06yX~37bq$7W3U9YuicUC>pmq80D$WtS`IWX5D;%bCIjVOrZT+k zL(FFPeWzu~Iw5Uz(6^*KS1TvQj4tQuC>b>(qwF=wJ>XjwPTZA{ z_C3Q$!#M<6V#`2nU5m*8acWtz_S0iooqm~1mFWJ*vr6>eSngTT;gJFw${89Oo(Zyp zfZuIZfMxtCi2pM5iH(;Q;VQ*xy<5!Y`cS*!JSAdnaHkVAw%NXT3!UgT2qFB8j+$eO zkY)>VeaK@Kw$yL%@`eYNOLw}Q+$l^)S=QgNFcu;B{HMcTf_n!d#YK>%>AdISzOXFP zg-&Pi$@m(a8WEP-w&+tUky#Fy7qnIBK&;?jHYmltXl*QoBttcJUn2iOfa=%P{eR}pliTd-dW9HvyO6e%PMPNTopYOF`*{rmU5 z-bxxtynlvDkBtUetCUIG25B{*S*)tC#ay>2uYHD2{abvrQ?~{1=g;`v_bm1!n@&Qh zqS=+CHkr*@+wn5A6=T*#%hJzE3*VB<1sL^C5fI)jcYMJ8cgoeJM?#?h+Q;l@z4_J6 zJg2RDT^HTo*Z`CpDlX)q9@&60= z^*>uO{bh0f{k!+q3T($U8%nKuR8-XHO+I8a{IM=xTv)ZoRQyy*HN4}#yt$h5a(^LH z;^w3OQAP4@iHM?5{#(V~KY8Z=xON1Da>^!_Em{v@fnX_t;EJI|ROrORxReqU)RYZv zwy)f^YR7U$D4W2f*2Rk}qgJMUdqOU=MptZwOp(`bIbZiXJ^M>h{vVX7|08GqKU_rr z-y5;`RR3F>`fs_8&vqy~`jrZ%yXcQV4 z2jvFa+$#ix4KzIR3=9m`!b=f&oU&?1z7j@nK)!v2ZVD04KRY;ydy(t#pD$XrYKKE2 zMEpLuc=S8+^V(zBISg1dz0H}kA=+l~N}d==7DPkhO`!S;&8VuLm z+K_HN!_dbQh2|HcI4fKwgA$-O#Emq<-$C#+-v3m05BuU>a5|&4Qjw+-h5_U}LPd1v zcKkgwJ3Ww60f=N%UM%_S=viV+MM>0ZJfE_ZLDQTWLus4-4oscSgeF6LWW>yiQ8Tf< z_amfu7t=Up?ekpy$m51M?qH(BW0>ewyqmv%dQoI>nm+XZ#;W{VckFltyYq>3UmqXxqe~GuKcr%@ zaF6UjoI*C{O#d@j1#Er6mAG1wzdHBU&lJgRe3*R{CZ}{_>6A_PP{rDY!G}TGzyN?W zv}eFJ(ThNUNIA5`%@x`J$_NX&?~96#X36{UW_^8na`JKF3Pne@FX}8k?LQTf6zvVM zJXbL)g@uhR_0`&V4DKQmHR$Ki%S$GrVGfg&I)?2KgDI@%L{LGao&hQ{QoVEBWL!8n z#MZi)tbr5n4zYdFn8YgFLTuFVyfKJ?;``4c!#`2g=1cRd+Em`<4ZSRkJ_K&TLSu40 ze2?hFf!kq#a(HRcXC75v@sDz9(&`<{AH*y{g5?i^9qE9CcEvAcg0=MV=ae0f-d`%% z{|j_L>i(P+Aw%f?`#+6b{x|bK*OcW#gle``)Dq?@)&@*0+yQ!x<;amVUZFTUgUQRP zNp|8v|@m~xJ`OlQ%@TnP4Y)E7S4a?$yMK~dOlFG5{0)m;wEf&laX2XXXgzKV1mjPe+2ZcE5?8$LldPl@lbP5!#I*J(728U2 zw3T^2Rf*h1Ua)!BKR_DVD|eVKJ2G|kp^u^ZK@k?VBenIjaeYHcVTxYgZNOxK9I_Q3v^0M$;p*UQfVBMe46C(Ee$uthk z0P*yiR0vYL$R1GB$N{wkP2o$ROWOJ7zpW`kafpu+!7s8J9I24xqLA!4 z=>GZCVJfLeErUCt0tej}1HrE?y$AlUNtH`{*n@L;r zL7Um;GvZ5yCdKLh3t{Ge3-K<+$LZp`jyGytB>GwlQjqEXL50d%tQj@I-~7*&sQ*h( z@*fu@{}HU;d;(hlA3aC;P`3l;zae{5n1o=zN9^Y(9dmVofLqg z>Z;k7JR=F)c=lN}4xLKBDriPEvo6rx{({87;YQ(3@qxqoR|Q7~r@Fzz8cE(gW42rS zQQHCO3^t8iWkS6ESy+#MB;$-Q=QKxqKZPmL^fl4zFq$!+816xr{pBHMLaiY))WG7U z0qb40*|!picyUpKM!49zgw6hGC6R0+ij}67RT_jX1`)u-$7Nl~r?*fJN5;oP!ULQz z=I)4EHm;zf!%)12GOs=VbzN_5*6KcX-;o7D@cPp0XTzzTrr$c=Eh%B3bP8U)v#N6q zuYHD$y84lf7W?w2RhX*P2e_&PxeAyJ_;@U!V^#>`S<|R@o;d=d9^zHCjYlRMJ9|Bt z(^O1|0Xf(UQ9=gR6a8b%PG|5E&tpQy88f-UitHeA!BW@4Fb8;)Lpi+ihxUm2%(eyJ zE2tC5NDI=s50*{+R+o2QM?nEpJ|j`LGhkbshAq>dY>ikLSYS*G3%dYKi*WKInTLaK z%aTqj@Z4nH2#hksYf1VX!2%D?9i-^rFYA((uJm)>88IvdDmJ2+&QT3qw0?7H6b86N zhlU=U8?q_Tw%qaKkoF@P+)gV#)A%il=-^OIzV;A9ffLZ3*S|gyPmfS?Fp*1Rs8j49 z#Wa5Ip`&0Dnia`R7y>cL^qP#8IO27Nx`Af6=&sbr4Oq`KV;zB%`I*fNDf|^6*VAl< zH6TNfVLzmq0&H_Q#JGM~^6SxH#Rgt5quo}Fkn9|eQ(|Na1euit!pvdxX|Sm&)$AXE z!;#UTNXxp+^?IwrZBc^gJgS00HMT!Kr<^6D<5o9K8%D?NId=6P8oxs@f`JCKJ@iT+ z%L)696uYU0WXmiyPD!S@;=S`mcxD)<>#;btlZ{OrJ&&nE^5h4|#8zNgGX6xl;01gxcV-(hR(I5)ZnjfFvLb~A~1fy+VR0L5^KsJM@ z>p_cA#!!H_cR1V+7~1A23yRUIgu%B*S8!%`hu89rT91fi1+mp&-{H(Q(){@R*q%2y zcw(Y7oPiC5BFB`iHZ%zk#UA2IZ1CKGF5xj5MBopv!7Q7X(3td4Skxz-!Ld*n5FIIn zHh^O4PQHV3vOXz)p|#Vp=$VCs&)oftg_{_H2<1V+JWCCt#p9MiML65YfIS$Rl_3<6 zuV6w9x@=BjdJasB3ux96OM$;??mKru)#C%_zm40H;gC>tQtCBmid5*Og?~vgK_0Ne z+ga>To)_GwySJ;;JPXs+5?YLNB;fHQEbr<~v}D2>GY3ZnPvgF$T22tN$DmQkk#RMI zFo#`QhD1ViphOAIe%|C6hQ24Fcw=Ud2WbZ3|M~F*X}`l}-TonCd0_!&&Pb7lFNif_ z)7Ayj>gq;rv7@{#XLYY!c|j%_lP&>FQpkqnOw|1T2@uFQ&9h{fT9Dn)X;SKwo0~J7 z9|I18^cbSH_9ia4bL8=ofr`YrN$k{^XtaDhX2mJjVV*3$yx57BeES?oieXrPZDz$Z zWGanSK=Icq@EK#!!Z2KCs0uc+#j%ejjxzxehfcx)M|u=I$wU~i0iuq--qMkl*h`*d zd^Ku#%*jwabd+++bwT+G77Woci9u1MV@PcFP)wNI%##{n#pmU_UXr2CXkaB%Jc&mX zJ&S}psP|XEgeG5lGEs*NI@Y-Pc@+`Ff*q!#$aufWHXAWdFwE3jw}zrYq91+Pl`!^& zK&XgDG%OrmZKy-3U571Rv`c&bSFxZ!j0b*bf!n412sQ8Vy1Kgh0yJ*cv8g1#i&ai~ zvya#M<1X#k7BNxLj~lpKwJ@^%6ZY&Um;^t8lW{BSI!>hJaa9cGImzx@Ha65Y^JpJr z*JHFE#a`atNRlepguR#;r3Xb1>%(o`rcK5`>zE0Rmg;xd6n-Qgu3WPw0D9lk$B(tpc5VnSx4!j2;})k5 z+Q@?P2^B$KNd3={br5j(;Xu+SFw!Xnq>!Av{55#>wc|6tP}QKp>8o{)1fHOTgG2s! zBbvc>`63&k%bVncdB$zvY%EqDg*X%|iqfxwv17-&kphK_fw=dK~f zFAA6UtzDq=fuCi!N3k{y+w?->KyzBzEL0xO0|yQ;^6)gD)UW+8Hr&x+*q+;D>yFj5 z2L~gbAvqbDD@FydD?Gyck&iw8;_4N`$N^p{EyxAzWN|{7HJ~DLM__2j_vF+~Rxp?maskbn^|*jWN1M8_{`1 zPf!00!A|?pF*MC`;|^WNgp}`?GJ6tPHs;|Ue;mc>p9CI^cFR~9nE~!fkF+|f2G@M~ zauv2wIg7F*8P9TtvdhK>nre_ro*~cGV0z3642)U)9+JJEr{~uG;oDdUXOQ zjzRWW*zs=1I)ZfNm6QUojr_>Q#X8=$bEhr{D?K!WnD7^)7grpxRss^~M+ERV?R&dV zTqh6ydquFxpf5}-Mm&~1TF^$XJ~~!^s|34CztuQH1w!Mo@3m9KP#`~nn-s^HLoYf3 zRe&tsT&yR~(c1zgxdC z@dX*xM}Fxube&#&Npa882BKlJ@^ogd8F}5|K@!dNkC?}HX9_=Vf;hFPK}#q zvF;)SW(H0G`F}f?d-2TkE=@{Pptae3i#8M3^9cLn-~*xkBphJp$uu5%GO8R{iHsF~ z1+m-!4!gz4=>-cj1)gDOLz?STDj>QyacYp?1%Z<%vxH;qi61QXzAuA{(m^*&ImWt; z)m|<_((zEif&=LxM9ktb?Q{Y;gV6v*V`oErAj-!iCy&|*+RZcHA+9wvfe_Bo-p;#_ zv_B;k)7FHX{hfdl2@uA^xj)?r4nzJBsRjrBiZq@Aohrh9$f@%KLyD!*Se1s669#nE z7u?AD2n{?fRML{VQuVFJ-kEBy%he242J$3-{ zFgz+KshQn3&Kcw)v+A0Wz09;0iK;fPcJJ4!7RN0sl5YUoe?>L9h#%n&C+>6h@>W zA&X2~=jCB0LzH@sHIYric5UeO^0l0WuuJC(jUC9<>;* z50A^L2eV9w!-&LR$41>}Q%J#Kp<{l2}edY&`aYS#xS? z>fToY#>Bl(jk&r=W4+a4911AcFek?-&jERdj0eP;i~(x(tVMGtJevk+pWr;c5_W-8 zr<94644Wl(kU&;6iIF*abC_zNgyAc39UBTKSvfcwki#r7E}aay103_UoVZw5;JUDU z11iBs>r-cWwI5;okq6=Yn@`Q}Ft zO&^(`iB@tlSc2x1X(z8{gXTfhL_!$g52)r$F9NKthyjbRhj570KkVUf7+FukBuSHD za;~g?<|J^qOK zL?jUcSBJ)%&fApoNnKd2it$c0GmfLih!OdStkm4y_P!L&zsg}#5*zz*>;)Rd6>;t8 zdSyO19|C)t#Somr6`GpwN0!{YYL3=_ZsVZTTFR$lzR{1z4R%7pnT*~dtY-%T*0B%0~Ucl_I zDT(gp8t;l^S0avwLjN$++L-7q>JL5aW?CiW>)vH}i7_+K z$^{nw2(hQ=wc!iXTJfu2la>b2LyY~4^Uin{^Wcd+?yJ2xzTHX`g9(~B_dmFN62rJu z>Rf_RoD)-Q1Vyu0h@2v}?!i|g#gT}`(G|iqF>7}GxPp_%JC7FOn@G4V`VswT%wFrfPNrSd!%^;0{sl zT8f)bL=t|3LVatsV&@0%o!8rS`94<0`HxhbO1a3fsJ^0z6a0qrgu$&a&k^?TB#-B` zonwK}LSF`UOesxklfDjojsy4=Iga>LD5YUm^q}I?P;1f^9srJSCK8EhG+3FL`S%#0 zdxjbc^Zn_>l{~KZPk_wBs_!GntwODap)Yl#w_>g)<(_aw64{-#0yZlhBUZSy)4k2R z6NCrYCr^-b%*WNbW-2&5DGQ$KuD2KgBzLcNyF;M3UCc^bQ)T_PLjt0NjSCUQYZJ(` z;>8J7D1QhdcvQE2X?9p!1GCg(S%C0a15Z#5(@L?9F>1L!;q1aH6CQgCS4YhZ;2ApC zUG~fN+d3|lGYPiqA08PYLWz*Knq7GKoi6!^$&;7nC?L#oA|}EQwsmq#e~*%Ts)TA~ zCK+0&;y7}MtO?qf^QxJlb$zbVTHmFvB=Mf&1UErIp%Py}<`?D&$g@RVEexY{#8RwI zo!q~AU1@vwgPSoQM68qctoCOdrQ{!$)4bYsg~uki9HuKo;UUtgD8+BS*?tPaXMDbx zuPy)+Zc1AWMW|+0ylhL5XoWM&Pc6PoND6hf)mYZ~0}g$SaK+(#?D7T{tsfGlS5H=LzalkAT zP;`qzspi6zmRO|wj%kabDzL6_;O>9&A9gyAQDrgF$qgiEeh%Ew`e{B}!#dVxPH1%?jC=_H(g2pGd%CA5l9F< zk4wIjkA&ak;vc3G?av-C}p@OLPG zc460jIb>GV_4AKko|i-#%B-BElX-@0AQsjL{|;2}!s?=pi}S2`o7$4v6g72q;XqZi z_LpddkRNq)62vb=`V%f2ix;m6s_x#S$6}(B;0mp0$z^3{$MWQvdPtn^H0#2{E97h^ zECVV85uobSn~bD>lDuaAI=kJLv0 z@k1oy$GFe^Nej|igTKle;MaM=u$YJV2wa+6>i!E^QNGdie`9Qi0*cXMX<0lInG3{7o# zc`aM~HzXjlRWN$j409>$#?jq~SV!!ny8d%FG6_al35rJ;_$>q!G50=)y6qEhhkr0G zM`7WD1@@4A^=+?ie@}>eSl9F2TlXIK?Bs*ZKK7sAD=Q>C$>5o6z#~%N)Ny?!?DTbu53JS%nR$3Ob> z=FMAM+MG4{^Nw_<(et0CH113%h2nNM-N(o0tfhwVF2zr-|K;zgE+4w-O`cp3*nj*< z_ho@eeOzwyvL~8_n(*F-MEibted={t<(}w9H;>leYeUui%UmmD6b*OlG9Gn^^fN6d zCufy|gE6$-6T_!eEQe2@RwjMUI}&wl*2~u=CE^BNJafj=Pr&)vco!WB4K*?`VS)}% zC0W^Np=zRf$*RH`*@9xLntN5ANLm2sMG;EY53B%0iM9&=c(CCXZqO=6$C=n9n;p(w zxoD9owk?9LzxMCH=gGpoWRIn+eRd43*n&$hqU$E$Iv`6B3{f*Xd*Q+i;NcnAH;WA$ zM#;)D{u`=hc7yRN!uKH6Xo~WXn>QzdRP)Ia{(kr<`ly*j)4W_Z;8}$fABWyZfZ^OP z3+ZLfyu5hfk|q67llYGsHR>V*aQ3ICncVPb+oSb${_s95h?qu+SibYtN+p9`+Io{F zJtrN+{d`kurT^Bo-GRgzd5+qgy~5AM$HKzqZ{DoM)}oXAG~u3DevAGFe31;P;-sJQ z+zl}OV%goQ4I5^IoK;n$0sEl~V$Z7VX?mY{(CSMe_GV(w;*WQCJE*Fr?EJ1ysyoVe zBR^QooGH~`NvVKrHUhaz>PqDd5K2~q&PVd-1v2ge6zD}e#y47hQ}ZbP=Jx&DH(_BW zwk7~nbc9#l?7S<>ZW-~Ogch@GsfEQET1P>c(X=pynKk+0EL)9JgE+=l(;5|JLz1PA==_-IPG%!Tsd0=K zPMs_62Z8RHUgmqc6Ni=mw9ySwr!snRB~$cj-MVgm|Z5M6gh{~ z-GLKxeo?)WIuZmd` zN6t12Syy~D__ob-_U!Jmvh>^i>wrBp|i#HFsn6oc3uci6T?=N zeOvG7=*LGma`dR``0;WQlk5!oO!`F=tapw~zi?p~HLi)WQkO1WXj64>qn&kTL9FfS z)!x+cyQ#%(mNxh8*2zzbFqD^{zb+xv|8YTq98XWxG9>Xr9bM)o|j=S4)y z#l=!f9o|n4Rg1cDqmN=xXK+~tRJE+4VgTO|1?|M&2H&>3ZP~JAzmHEjFfEghd}i?_ zQ>mcT)hl~Qhn_fjG8z}NWVc^qHkPG!UA}xdhDVOxU8eL1Gw+1)%CfXweK}zgPo^Mk z;jX2+chBO9)N?r;*e1~gOJ_RR=hdxI7}MuNwOLzRd-`Q#XE!xBS8xT(lMdC~ zJYqhSPqex2l}>)~1DvLVPn;O>@HLP9-h&5S;cLd+X=z;gmrw7C@sxAx-<>6|UmsW> zGj-19PSVU#eJ{w*zY7=DOG)XqZA0H%Hw-KeD-}?YRA%QF6gX+_xL_2OK_?>M$B(UG zrObkY>kq!K{=CjHHY&^fTeSt(r7xQgvC{WIh`K zqkYiy4r|x0g&i7%{iNlvO+9|=V^U**{zpUh^~;xb@b1<(9A$X~34pt%-@gZgLMz&hUBt@LgTBcRJHU$|dh z5WAoMQ!^WmAz|FbAvPt^1*5%dPgoK|wOab?2Woi!P_i9a8lWd&2T4d$ew;sah{x>cH@r zu50}uY-UEHD(t^_@#3J<9W2IMS65eS>pFH<)RsbtJ{>??n|3I1%Hh8|*bUh>5cj;~ zT|YHE|H$R0sG05MF*Ye(ZBBujdmJ&j-_xg0ORlf&$)<<^E*s~>7CZ?8%yAfa;qYNO zKPlLuf*LGB1A~tp>yl(6^Uf}P(9L;zJ&%Sv)L@!D=d_i>fPn)y`8>-~A&Q2OTW;DMtPL-Qu%*LeH z^H}hFUbT94I|(gjyG@%8k&f+=aQMOht#`vv*mT{x5h(5JnV_>HFI%VYF`&@!1&L~1 z!D8%Qe!j@Pl0otr`}XY%2@4x4fBsa#m6nzkr~;Y9>Y+EEL9P!bD~+;6Lu6BE=8!~<27nY-7xy6Un=&(tvPmE!Go!{7QHzU05e#wMDSQ)$O-oH}*y;lpmUGKP;H-N~ZBH`Y=E2s@aiy0xwl_9C7Epr&13 ze2*x=8k?E3X34ofuXsFy$3K7BvOp4F`-`8Jz9}tDpkuQvWouW|N`CN!H4ZhW_x*L> zHuBoT^l9WOn0$?mHQ(FIcK{S5S)}i%w;0~1JlZ_U;!J#ecLE+=h$b34nouspgv_T; zdvxgBJp(#!KAI$*h7O+4I`3gLa>)F`YICI{-ev9sS zp1hWj{`cE~>iX5iS69xU9=}+>+TOlB8S?D8a|SNQX8iL_B0g^Tq;1{sZvYdlPxLegtG$DF1-CK4cCZ+>Hio0gdw;+bx1A)}@BJ5C9lw4aaO#|p;nk#kywsdfP5m`G%|G%j>@X?Z$A72R=(pGmMD9)bE0-nc5P4%4-dbgJaOE(y$fPD zxa6LTkL`MPL2MQTD`24awkkQ9q{Cprb__Y}J#au;d@m}X_s}5rQC4N^1}Z5@1H;5GEaKws-TG9S z30%E3eYHbYR($z#kPfb6T_!>@<27s4x#gYTz2B`md9o6>S5s57SN2gn>4U??u-pUAv_Y3fcnevgil&BrRKJ^OJL-+%quQ=&Ox zf=@)mKpy1F&tB)gWN&bgo4?a4?BKy3Ur*XU3r97Gf}+2O)(nSJ&}P5g17s^)pOkD{ zn4dq5tW7doaJ6o+l~qM#+uvbqEA{7#P}L~m(Uk+5P2AJ6YyP;hmoNKw?%bJck&A_> z?WRpVM~)mBs4_(vsADr&_t0~)2iW5s^t8R*tIW*yfaq+V$5^8BJAd|L|cZjXq7#{Opt3U2*Nq5?`UB(o>SWtyUhc!sIrE5`t8p z1+gY%%;2L()i+w>blMdYjb34Gl?}yj->R%nvN_w!u?JNp7i17y7s9XqZ4zr5me=E5 zt4ta(b;Nql)8gWO2!`yRb||#$dqk}(RbrR= zgz~k^mJNUq7Ky&$6}_f<+c8eAoJC}5f0=fswFJChXLHW1i_ ziRT}*UjEf~6w(IE+9u}o`62VkeCx1YEhOY#OGr3VUG3PA0$op2bga;$UUKpMyR0tG zE3oCogGJx{*2g&tHx^2!rC+y!Jk`v4r$K8R2@jtQX)x^E0y7SgHcQJx;!pSu*U<^1 zjH7LUWkzS(?ZMMyq9Alaj+mdjnD7hb??NErI%KLa)FWOk-?(uMi8LQ4<}nBB<`aV* zi9eOKwX-H}EbVn@n7TR^!~H}x$atG0bLl_ONQ4+goe{P(sqFg=1|*rYj>`OSdf#6? zKkwX*ssxH?FrQO){+#D_dYhg3s@SDBH*Rffbq772Q8w5WeCSY5x(2=T@6}jM`CH$C zv^k#^Yf%LqgUYI^8SsmJ-mZosKz5@ZeX?QYMmO9TN5e3{4-SuG!jA#KhrS@aYjlAS094e?_oG>{UEbYNAyh5gDfE$?mu|IJ$~-zm$mHy zjt}<>3J&80Jj-N`Ri`7(*J%U>6Lo}IR^Q6ndM0QG_~1y9Ei}|Z5h?h7;WIM7$;*$O zhNs2u?5ipv9vx24OE~JcDe>BckLeM5W{)rztcKG@ny??&82uYm(rX z4UXE1;=0qIFG=1!gy9j{fdggEe7sUmhat((p(MfX_{2>s(pCjhD+-=29Z# z2(DN=XhJexPB6_m-8bmN5{k`I)57B78F1wmixzoP3k}lN?t{)q7l;4h7NUL#R5nm7 zD=RCxwPhF$j{_uTReD#I0VPRJ{Ujo7Id9wM?d8=D@GmwEDkvz}LfcCuPEJmun4tt1 z8JI&!iF>2X?O0_~E31BFNnXMMJ}3%DE|B zEUwEj-sqq4HnPc6r#dAo~?5f>`y)d-90Bkw(VBK)!? z7T34DE-I2odIG?o7(B(e%%JYemmX)-chBVZhnqgVT})_KP*NH)Vnl3NX^a+(SQAb< z2R%I{mve`j8PP(EvGYv59cnPP^$@C-p*HDGFo3% zdc{Q5#kj=Z_&aH5eM#!h@pQd3VbtT%wK&!1y?9{?swrHr12wUihGAA#R>q@8(!6Kq z9XoPi6MSf1+@-Ldt@dHJwb+^jN|*#XoVIeMioCr1#rXIvB&_*YS5A@WEd9OXOQ}CF z`0j%TW=>i{MV3vaA!HWn&z33&R{oRXGN#+_@F$NSYtmC=eG%te=l2rDpz|xf_`~T{ zkUEpM*D1p810lN)88SpyPwy@d9a8PRnTAvT#l_htUJV`@^p6f}(lC|ph;jWHi{auk z^^#>YAb@7g-?wcoDpYEcLd(mnQ@RJ7Xds&0D=ASB0txza`>Dx$qka`|TUp;#0$0!w z0kX!1&9V5(K)z>IwlfF+-Ip(8;(oC-yWPbl^&8*bF%Zy;%6gad6PXaTu51Zp@s=?? z$D*@|Xl9y_AdxJ609n*IiTTg+9kp%ThszEgIwo+(f#LK#nb{2i z&^=M+tEi0aEiWfaE4}NiS+nwwhM5n=oJ4#;(x$bIO~9TDn7?a|8@E0osOZkrc!Pey zTU?6cUt#I*d&w{M{)$S7*S>2@CdZPp40xZk@7q z1oIFQ>T%ky(^GFYs!q;xo)UWEgg?E5Wy#L%`i)(YMRz0Q)G28|JOVF8)B-OwI^Qda z^zWBY;*ni2K%cYGjUzL>Pq*ZhlydHhs-8>T++9Qu!SeTlJi^yam5@VKrZ92i0B%Xv z=1v_uz7vaXjwvL8XPAoV-C^!RX_KUpvN_q=Q8XH5?#w;6VBPZj6OX7RHJZll&c_32 zi9o?>Y8_GWdy)pjBO)mA+l85DAGRtgfAFGh)widYh`KRxaosqAtbcAt-z3UnxO2;& zZ5v+Q=t}Qh&_MiQA`4x+51iCTs5aKu@;jM=j?lw&rci+A;_gJTk4blHbuWCO0thX- zlO{#ev$lL2^7;k|5Jkuk_5B)Q-3YL{o69?L)Cb8YKr&ptIu^L^Om@=M)zz*og)7z~ z?}U84GJ$U$^0ga<>WABrNiSOKBs9~ykT#SNVeE(FYieq;C6S0&>Fe8t_Na`U+~Hkc z9X>B{ShcDnIG%1uCx&UVX!&+#PZE*B4xOYmh=EPIezeQ%$N|uS{ zuVW17U5Os~bysliJV;0JhG<{1nsXmd$4?4&30e(yJb6#cB*L>6HP+|1=_+J&QOyDA z521{ChudE!WTD+Z|Hwdua1!{t8GU9;ls{gGjX1P$MMCIn_qxWFOP2Uk6J+G&^@5>E zZT2$wrTFOe(coZDnrjX$3v+gH=^gfv+i>UiN2QA|)*nB4vYd`xHa!bx5RMomt9;&3 zA}T{Gs~9RgDJiL5b-ElKkfQFcAH%Uq=nP-S*Kut-NN(iR(IbzFjy8HMO1h2``zZ4- zTVU$!s44zL&v@gfu1cnGpjqXJ9On4g2fX?u4fhFa?=F4Xa*K*Nenpxha1?dS=oR=T zVjrLR=FPyOq9QJ5Z})x<9urPKxYibM!N7I)iE*8#K6!HhhHcmTE#N*8l5C-5LNC7x4uaG)Aa?`_p+g+4+WD?oIkeO4T7%iY>LQ2jffi&!5d_{0>5xqFHw1tL`8kI%< zxDmIJ$ZT|ZaRr5v%+b@E{4l#`L+Q)v?@41}*(|Bs(PZ*8*m zFr(Iq4)};FPGL<$-0&`y+iY|o5Y(^u{t$Cp>C>I9@RPV_zWgKPUXKJsy7j6xP zH8>>1i@HvM=%7`Wo!trMWu}?gG~OGO`5AbNVZ(;ykEP^>4C}xL$Yio@FU_F=JjNM- z262HOc$JxajsUQ$^W?S9lITZb zdu@kpgYM36Y8(FfM~j3>K{985Z#h}mX!V?hdPkCpN(nb^><6{*<_@7l`uC!R{jCxs z2Q{c@{CXD(dG?a<9l9qHM=aq8*^y+1WXR=0`jIWj96- zA5Lo~y5lyHbw7Ue5q>i+0*&=cxZ+jUpAsRRHEVs&-yOzT1}n`*WKJ6 z_RG`eGJQGwcC8ekHdXdcP6v=^Xs1ZMv3{FpeNa&%^Cfv#A8#Ws*c)+rHNpa#J2xIX zXQ`3hzKAzJC`TA~{9uDJsj`X9+w)0(fFa$R z5%%yvv9hwVMXY6Xw-cpnI9NfvxdD1E9j89gXJ1IimAe}{p^}4(_op&tzGUX-(zrM3 zwTtH*c@XBs>xjB~wI}qK;EY6T#QAHP!H>Gv{ZI|(dUfcc$&AdD>V9kDKd_)r&|bVm zAIixMZ|@9TpQH#p5Xe1Y^&@#v%QFmP!gWJYljZioqWsmwnDxHBJM_G&qTJVfR8@7D zvH#fRDf`Kqn;kCeMP+5&GZZPln#UOvl?9Cawr#q@tvkxcc9-!S60Th<|J~6k#I=ij z^BWs;nTY-kq z#KmRYr0t&}^`sw%>&cN93LieA`~9Z+ivOz!H_|-imiU!XDL2S_LUIemk1DY?^EUd3;hw8X2<;N=P4gf6=DlimQH}yRohL*Vh>oy5JX+$y>K<*#~g} zDl6%+a`|!@KqS>hIR_02&-d0XJ%%g}(R&o2NpviTGxtw1(V(W)HR<1feXd^Jlx7y4 zmX>Cn(B)*0mRNEWd=D2;@A0w3VS~P28%0CGJS*N}_`CP-y~rf*Af?F}nREcP5P5ul zeX}R!t_bD#7Y?~uOf_sv7!(y5ld)iw1N{4Y5JU9jbX_W?2p!qKnwy&5(demfZ0u~Y zWntHgT{p!?6koYDIAhzbF}X72L`;57+YTeZ8v0BPw*T z+uXkL@~q{OqJqXaFPgY8pUfJex5WnnWH!|%)|7JyGnLiVGl|)Kzw#Z!d;p-L<}1uiAHH+P5EBZj_i_2edo{DrYU&RY%Y^|&`S~Hjzw_aXhpQbSIc5<; zS8dufk1h{!dpgSFt?br;hEu`6RsUP~rMNh{;&SunbbU?#TKu_KF)a8Rm+jlt!^};o zmMEg=^?lm$_gY}fHZ+6_2(K(6Dsr2<@e<-B78lKAa=82!$R4}X7aAYXp{${TWw>Lg z^5I#t++1BPA`RW?GP#+Uz9@_e8Nyk!cK4V>!`0J{3yTSo#>BRQ$Dy&cZkZgG4S{C+_uI|EI^TAmV!@ zZ*#=3VZMHT@De1dK;F%R($a9aKr<5^ckj}b%TirK(BMr4<-_O*K?QR=vB}BDMTZCr z(~XUZn;-1VX?0Z$@_`88r{;r8lTJ_G^H-NZ`p1{5Yk@}Ck>KE|CMLlCvoSHo)K`O} zPfl3MugMh^7Q^Ue2S@vE38lt8tY*eM^-L4BoMzg62g!r$z*^pCQqY&S6 z(!aQ#`UVCfaUzdbp3?F|PNF@sXQz7S+k5Kt`()e;Hq`5xO+DDIure<3#tjqHGg5j- zZWh}tS@IsS8;XNr!CV1ah>Uz?KqE3b(>C(U{fBQ~=QS>eaEFuzRt=dnNs%6bDeWCX zzBKrhTG4^l8F_~~CjO$)eT7SQYu5M_78Z6Mx%1)9LEXD|uSebcjs#G0$9=M75YP+q ztT^Qn?KdgVT-@&VJ)3=yLzh#YiQccLue(2Ke$0y0;or(+Wy|(7|AU}w@PrBST;F6Q zFk(`6+lFru&wT#<^l0a21Ure$i5x$1;)QfeR~eaX5UvlZmM!HAb4~}tDGeAfpq^m^ z0s6Xmw+FEZb{o-v3S~=Y&>Cq3;+a98@q$ocF4`|)uvuuGbVeHp<8-yWC%4yf2sADI(@> zlw3~~^}EZ+n6|HawQq*4t?j;jx%AGuOOESpQHKx`mB>`LaqAo%rNFO}p2H%)X%+8T z?qK$5H6K}!#~ji3H8tXmUun&?9#66cn;OUDpFu+F^gj7t#+u4m>1hmUAc%3bxd5io zO{Bp3`uYrN6I;+XJO&S4&_ygGro}aF*RDw{>o9dwX3IV6sP=M|C9nD#J6YAPi?=Xd z_|Gyb8D6)j#Pa_AXX*UQzQ!I3&0l#E`%vGAHEN@*6C`lq`$IxxA#D#3?**MDQU14> znna*pa6@mix3&LnTDo*8;Xa`4XjP|gyJNo8-ZB{9xYb~6RF;0E?QA9b55t~6@7z;z zTz9km;oN0ziE&ZM-#)rHJA3Zich4dHP-0aCA%ZL>sv{u0QB1y{e>m8}YdwUPD^mt| z{i>XS=p#3EsjoMBPM@Cp;L5YtVz!XFECz8rfH<2rt*wK@J{ZS#uE$qqLU;q>Wt6Sz z%+_qV)b=8KhjIVriU-oKLe=g<{UaQ?3j-n=A7~#PfQ=I6#h(_$S|%VEFpBCGmZ7-d zcF&9M#s{>DzPaw&WduVA0>6tm=Hepl2hX4PriBd-k$5tfA|seE4jQrt(JRe_WP?|V zzC15nSC&?w^_|^%yuJ68l^uCpX@m>T7sR){AvUD^cl3#(9YV9P|#aC5; z^_q+s0iT7CN^)bzG`!Jzz!-|kjxAXwebETN?tE{Lr|*H!+nU?ou~_~2C9(;+uTxFL zVF(Tn4+Ktuf!b}~zWwJ4Y2g5}H$C0s@D|CJ4hnAD3wsPzM&-j!IY=Or;hQN`YQ1}l z#g{9FCzgHz1JMqmDh`PAl4#<`(D{&8jhfA|hNR989s^cn*v~tAu7~oWS4STyxa~qc z z6ul@h>g)SwT;u1%TV|hTN^!;0lvij={3$6bsAP}pILXtJZjCoy71-jXd*paxmE7C) z_VY}X_1RMwgzD#=Xok(4nL%zlIY58w)~)=15=?gaqB{L0-y{o^hRx>Ll!J`9CwBA^ zn{bO0G+v;hPB$|%Gu0n6=2may?zy?SA)A;MldoM;^dal=w!={xVdh_y6q*mXK*mA} zaI__o^+_pr_unU{9M|7D4noVM?Rj3Ug2S_;K1Tk&-TUta>KSexzWL3mibD^B9w{_` zubE)N3oNoL1Wo}efpg|;^ZUb3meFcZ~ezH;Uhc<^G zN(i_i@LPnzHlIE*hZHl8u# zLfM>epzBdf|Lu;AZ+^F-AKx4gG;nJ&_cYLYYJ69rIjz!ko0)0jau3cGla z2Ql4vw>T=u6EExc;TtgHuhp0gBMUN&iiz3B3pc2{XBXJgRfx6z`xxTqC^U};0XjTW zDf7w}U-IAA<=ALH{h$BIA^*RBr{FMJajfnC`GTZd5- Wmm9@t-~Vqpl9}mTlPgBHd;b^oQu|5( literal 41131 zcmeFa1z48rwl(}>3+56N3q>RZ3=oh~u;>m+3u#a!q_LMMqJ&6;bfYvcWubtCq%?|j zsdRti2KPE=pKpKX->0tszpnq|a&KA0`##V8-1nSgjxpx+ft<{l)wJ7aDHO_T@v|ot zD3m2h6v`sC70d7y^NwBH@Yj;-qT)&`@L|8=@}Kzcl~>Q6yH263y+Hm)6D1O9K%wlW zh@U*6bi==|$wt$&eRl5W*s9&4e}+bdXABm-q~G|ShxNMnk?YadPJ}$>h`g`R8CEAw zljq}%Bxm+HgWnw#DG`KeJQ<=f>6Yn$M*AD&saqU}H z!c>;X^)kWJHbK3)ri!MfrU|$j@^SmH0CnLrN~`S(+yMDFufIfX;j@F>iw-P&wq+a5 zriIT|xl-sBKD&3?dFjGuVtex!&41<`vi>~H{Ac;)|M%to4{O(Wh?SM~uwM!7%9WYn zHik8E(dwy&b*UvmB05)+&(Uokj&Zp!`ctk|=@b=8iOxqu?msh{M^r1m*D}|Dwu?|nbS)lat;igf3DQ1s;*=rIq zGBx{y>|Z#|^y>T?9?rg?mC>V;_^|M@!i^glM~%M(bLCC{I;xC^Ij||AloQXdQ6NSo zK1RrHG|IT{Rl37KbB-PR!Gm&Z1%Kq51Wl=5DtPoXGBQ%zaiaaAkgT|epPyav_2KTy zGnPG7pPwJPH2iLZY~#Hc3MIek)<*25*2mW@EtO{`M=a-N##%-*b8>Q&^Bf&)?CkI# zLtzmSJ-vx}H6F6UK7&2%^m#WIFYoczar_)1?dPwB6P9tC?4|r29xXf7){0Cged?H= z6Ibwbh^O7guxnT1g}3*jueBAhX{5yo3JFz*iEnUa;FYPXt2-6rG&?;}R8mrXq)bpT ztZj6#C9$>j{KVvBQB#vvZf@?j!@0<2G*nCq1=^T==lDv57wQaFZ|p^(#+R)lHhS&pAwuRxe&FxZB#=S~*c$ zi!1xbt;ahAo(+y?8;MvCH0}vlj;GL+ad#d5x;D|TqwM+f)K&qTUzhuvsH!IQDe`53 zLS9~8;dkyVId$@+ep8mEdXBB-O`3WgT&Fd5mtjMiNl34_ghWNCn{dphPf{a2)sk44 znt>*2s{ZFa?+XeH@g>90FYcO57kcd9xMfRJRh5!u-xqnj{AcW^;R;Ev=Z^l&qmiU+ea_vMf4Y;N4>8f$T?EpTPnxOsErnVmN8j*j9Ps^mG&cw*U1o3adA z^KVMX%GQqdH}L2d(dYblLznh4^o-lHhYuevTD-Wuw>S3DqgC~_ zrdrfwM`=JT9%$j)w_>t_KkvjS$3|eOx^WK`MPBS9Z`X=M;UQRk;5PmuN1jSgbu69b z8VW`3@ch32!(_CtZjI~#&oJD8;hQ@v)zgf9CdUSy-rBrMPWJNj49l|Y-DJBqv9VEe z>GI|5M~)~y+{EEtZJ0Xp{@uGSAHBfOt*>vV8r5=Yu<+Op>*J6aRz=C%PW7jow7q@v zhJM{Txu_uth0~|+ZQ|07+r*)+Kh#mOCZx75SS`S_R?j`>hG$$SLHc5;f-YM#s-u{MQ?@0rca+bbEf#> z%dQgMmK27$*4t~@`1mr)J4@-}8k?Giv|cLb+S@cZaj7L8?<@_de8`pCwN6`H0b!}n zv2@VaSBiP{E@4fDuL<4${MUzZsfLro-Bw?{n3gVG8m(6rsGeyaUK%7ac-6Ss?rK+g z2tyz?wdblhk}USsPYiYPI80hN{CvL|3l((u$dUe0gGs~(I-as<#Ym>QMrDxqEqJ+$6c0 zPq}$n54PmBFH%BWYMJL=zI-VmA)#>g?4QE3B|!pcc!{X*?EBclQ^6{<*?+hd@mN*P%o5m65VsN+!C+&%BU> zaFnvMvt5R>el_2A*~q@Bn~y@dI(Bg_vS+JOdyyCLN`iu-;*QBQ<2rN6>$~`_9(NzE zQk3N%c0e{c2aWrS@y6nGM+FnFmMmc&p$3+!P{bg{jJTf1cM-9hwYOt=F*E7 zFZS~DGot(KvS)D9`}$O)%@fFHSFQJuJuFj=Cn8>Pf0v_vZSIwlZ8%LW6^%B2u5&!c zkKOnYeA;!Ja#*H>7hAZqGi3+g)!=gWxAkczvCCF(BX3*m&6VD(f%x>tAAeK@pID5u zS!(rIFVN;Rp1JSA3%8oazkk2Xp_!3XJ`yPGppGQ{P|WVil?WV__KuDSY!Y$zd#kqY z!Im%aIdX>KsPR?4j{5S1V52OPhNIL-=H`zGGY5Eid2@ahvDfE0<%v1T$jIcTp2co* zk5Nrb*v4Z>KWUGJ9w^|r!{W(*y`u{ewhEbOc+hFCAFQb?r}&*hw)#K6y+7qU z`0~R}MZ}$>rj1b_b~$CseK>%?5+Gn*gF_y#onsq);`Xw7s&%4DoEjr;>Asxdw|5WJ zsaEmKvVn0We!K*Me0aR0vLak^WW3GI2q|_=x_U?F$ESOLjg6@yHB}+^B)qg zU{vJEN=rwlhydPG6CXP>HP%Zq8+HV(gERxTesJdXPBw0CB}Yfcp8C{SB%nx1Z%$So z9%Vd$a>TDhEvi-Bj&!}UodH62DmivzoK-dy%JIT{+5`0149fIdw?+#)OeS4mqqL@x zsF6E2YlpZa-CLVj3-pkPoNIv8-19l~Os>-)ebs2Km8`66ycShu@v>Frr2zsw*E^*8 zzq}N~$*l&kQ~0iaf6WfI&6_uKoO=~k{$a_IB`mD0;`m{?ix*!s+jQ=j`SEt`Hf%t5 zclWASx{}nN1X?0H&~M)!hbO?s#wJl%Sm=91@A0xV+gZBj2E8nWQVpvWE?*8~Q;G^E zL9sr?K>g*#yFFFWpEUbW5&{JcpdIX1mG0vf%1fW8LD1x8F6}D2!5mfNPCnb=D6s}0<`)DTe)w=^ zhk(_AwCfCYzuJpOuu%-B$A6Y`0!ueuSfaMC99fQp$^xeJcDT>JjN)k_GB=%!&=KyfZ7a^n$!R?@dkTp{{_54F2$_Hw zfCu_we)San5S-E;{7{8aVon6v1+%lWMMXsw$ZjTni7k@2IUdL98!5%-!9rU5>Mna^vU4 zQ>RWL1W4oj_|?Rn3q?$eP%AaCVD=ElHd9YG4M>*6Qp@D;RNE&fBlEbTvJxw?&!j0! znL{J3YIwyaU)cO4uDFC3aP->UddLo~mh?9pzPyQDSXb*NZJc5(JM`-xq;j z>honMMeU~YB5ZDQ&fG05GaXJmUXX(dGCctrCjH)AIw~qE z&t|8GWVNy^!~rR?%-bb?=B${1G3U9qp1wt`g4o-N$aC%O?YgyrV|;@^6(s4nb7Oh2 zM5RYN;?tXptd+f)0uZLJUAsm~0zpARm!BKwUuU;g_6>Q|d_5K64{@AY`^@E5tw)%m7RG;9mNa5tkJA3x*q2)2t)bvM+u+T7ELVi6si6mDXlw;IY^otk8*?oEc zaC7^>z(BcnmW6@FTuGF2?6a^~o$apMc(NuINjfJb9mM+cQ&&-z6^t!$X83BiDBtym z5MzIHj>hd}t6$9sySU${^zQ8V`Zc7l&-ngmT-*V?%tyL>qyr`=r#U~aq$Npe2gas( zC|4cqWhoi!bN5pkSF~)H(`gT0V^qYCFEZLtv?nPja;G{ zsiJUz5L-$U9Dt|X!w_wbh5oLH1(v9dCFMFy_2A4*0(Kgkpjz|gH4DVnFtJ<2xbQ+p zUM^Qz$%9=N9vRtSx_W)3a>erlkCYeXV{M&Q%AnV zk$wLO*v+rEZ_m{!BzDRBYj-_k@{wW|R{#J(A-!hDu`mRC$*inzhM%4v!U=o|2sT_U zw$=bgzNayBNIGaLGRRQ@Z=Y(}t8(;@`Nu~u;JB7!0^3p)#bK0O8;~^*$~fsj!OZ9E z3#>^7{}Q#UF-SB5#(UOMN>w7HwpPcgmeuK!br=`HH+}KVSlnzW=VHpQR4lA0S;_p} zE0S8dZP*jZ20_H&&)i1IFho#B<+(0a3@41Tm@!}UC2ODJ3I-m-cg%L=1)cY_vECV5 zv*-Z5UsM#!Emrci<1Y&}4n7^D7xmPHu#5!r%K2(|!jc zd8J!?jQZ#gT~wpAw6ug>08$Llk_kD9616eonv0v8DmHz9778|00(?u?3K9^PBM)vB2BS)F~``zHtkib!&%-GZl|08Ijk8GU@h zh&`iyvrUS*az|XxWJg(0VtKh7kb_lKZgicTEDk!8CK`-a4*MifzeQnf)7u40 zpKbm{Pd}PsSS?{U+9!XPcH_Y1b9WWwN{|d*#i_)iR<*i6|40W+Z0MLBC%gCam^C-n zwFhrmfBy9kyn0dbxAwlnzbxf9oAufwdFR9rZI#FFYMPt%x_|#Z$O5PRl58or3`c+d zeCp;_wj+VCiIjmI#^2U7>S6;jJ$%1s*REZtO6x}gM4Ys7(?_T*ToIy&1s`%RYd7EKphlD>GaVswFiapM9s7+VQ@sn#P*3ZGBR56 z=uBndP2cjAQIDeHQqtFt+IgduhVUgQ>FSd%+zyK!tP`1=kR>b$N~C8&K|u)VD(8hh zfBuX!?{Q$$LxkF@jBA&2Mrt&Q3JY1QddbdrrmkmCa;8eftEUeC{IDxlC(m))!Sl`p zYXP8~b=S7--bc#Fr%#_+P3fLGeVXm?VFh7f;hwtWNH*n|Fd*HWp;7^m4PJk2*r1Fv z*)Wde6a}m&At|YdZCsshrlXZ{^@M=+fD(XGv;B}X)i)u1tTNRh;Fu+;Ya(QW5)k)# zKpCZsAd>ZEU1#36ulw_vUCMy*wj({^AW)2OU`a5!c-}9RC>Zzc-){u$jq9r#;Y=456;(>mO-a!co*Tms&-P8dgAuTMPS9*H- zvQ=AxQ5_NhPLdCS-UK2M*h}8s-+w!fMQ?XxPz^4V)R)vuJQ^OSS$hJbk@Gy>Uz7)i zEO@jv6xZKH9n4L3m?wgRnHcjIt=hxOOBQgVIf5h;`OwpKjsumEZrb)gPmziQJmF`j z*`Zw=0Qy1pzaHGWb&LDTr!5U%#>a19#bbaX$@(Ign>c{?ltW31fH8tSBjIjtZeEqB zBZAo9n_MPb2?pz7ie*L=W)2FHzryln0q+PdR z13?_8QQLz`p>DsG2*_tr_v#c7ds-S2DH}pQieMbK7Rxdr&{?Ra>KDbewzi5^`|s!H zKS$WOD`kNuM!k)h$+vFb#sS$+h%tcJwB05@T3`2+humhC_6;i&nQOHA1iV6)OlYJ^ zadNm)7Kg&Lx0sHl#cogt1WESU5waiio18UP&@6uN=n?j6+xA&0U+%&SeOS=g`#WvV zqIju@JC{7{<}@uvusQOGA+ITx-8~HFrJOU{J>lMwwL-&Bnhv43uloA-{s=f$zB{V( zxmUy1b!q=zOCi6bCKaG+LFIM*I9WV9GZl+cgp^dMFt5!HMq@9%;D4&#dUf zhYw$KK<7}L-9hm>pLj0Ctd(n@S>D#v)Rc;yift^4h~r&nT!S5#fU>5=R1-T13<>>) z4IXAU2u+Bc&C0zfevzYkRZqIwF z?9yQ$PamIX^Y$WE9I}e)b?;ez9raDr%rwuPvFW!-)d8Evmy(&KJ=4Q3asEa!ZTgtg!2dCMI$o|gk;C|FdC{#3Wc4jqeU&bXI7pLE`BfhJv%id}8@j_AOyB9ZX+_=xl z$w|*!{)MzZpFFTCxp-jQ5LDb6X4yaQH9gOM@*U6QuI~}9AN=Ou&xZ7Z#?P$jpOj=8 zFbDA+Pf2yIt(gJ0U-d3kwYPQHCN#Jf@2K588NiF!NQW~if-bNTx}g%BgFaQL~c z`qX&9sR~&2$pIwNqh$!At z;_Aj~*TP!RmnezD8`V5R*9V>eba|c{35%EHCU6}}=uzjE>wY27PVdVYL;tDfhW11dBTu~*z32PMU# zTR~{_%O#SxW>LNZV5pD^k1+UF{pzS#3RP_5}1BGJ6?yoVx83eV&W&Kzf7vsZKM|D0zNJ46zxNsn`39PZJXp1D$4VK*Z;p26mMA zk&NlfckM;)L)FV0=HdeyhmAB&XQL|NG5eF!5v^<)Uzz23m)(A8!Y%n z(iYi=4p0DG9zTA@1ROGxMWX^}12TpC!kZy7kCutnBrSE9pjx z*B`!r0lJnQ&;t9n7G!|#VIPn#2h7X{{f^a+6l~^hLD(mBRLn;@8e^pJqt-erf5ZRk6_WwjI6vys6*tbX!Nq=^OLv?eRl<^KXT$ zUqf;fg%T*bQ2J8D@Eb1DYHH7cuYhgwXPzAaYCj0zg_TgT&AK)wQ_z26A!NPp0LO)h zdeI~O{2sFn)}ES;f4$UySRM9_OUq=L=5w6RNR}kmJ6|?6DwFU1 zS-4)JSmwGFtIW&l>#+(=igbO6fm&K6T-G>jHMtA za0MP8S_Hov`~=Nn-FV6NQ{BETrFVn4_^3(SXrexHjajJe%~_o@ME%PAVCq|yc5 z>*|(L#u6p-i1H@d#u5I8>BUN=Alo3ct!3Dk}3_MjgWVcg}LIi;VK`Fhw zcnbPv6haT-cQ0N{nALrSFuEYQv+dh=>Pm9m=zb=qcSp;hS8(f>@2*bN(IGkR*DnRA ziQHfy?Zu)(#O@avAMM4?g6tcy)BeW^Tuuxi4|IQdIk_iHtcMR*4ETfe^=87oe3`M2 z&pwtIKbY8Qk1ST5bU}<<1#ZuFq*@h7By*1z6^bcI9f;yjaQQ{vT!{d8=|fHV7#)K|l{jYp2ck^#tIf zo~VX=>-Fqe1R*$aai?rKY(}b3&6WucJt}&}5eo&H4cs`XPUmK4un#!y-oMX|&FVf} z#Gd%&u^AZA{=748J2{XcA)FS0=-aw=t9tSk*VB)-goK5KEn56w{od31NNFJG@7oS{ zG2$l)+^wj-+K)P|1`3KXgAN!l(Y)MSrXs88=qj<6!>A01)(Q$*SxL#0@Zxvw+!5`6 z`YbRo0r-OOHqbNWpfgzXRIw5@8iENqZ;-kViYtJvRmPS^y+#BIM6j2B>_?BP;Myhu z4LFl0=H}+;VMicp98t}|76H|=Ky4#c7{bUfXm0*bmZN>=01DJ~i#+9_HtHVrBM+rv zva+J03Yj#MN{w}zn=L9WRgsc*)9pFfX!uwj1;4&@}OdBPTptD2qZYoewTp@&rJ z+k|X~EjxVxxBz!wKw#1Dt_V*Xg$AWn;0|&TyCPy30h{V-Uk_rw+yy6L?n6U`~5U4a!WXg5}!Kczy{}K&{ zULuP!E8VXbYypu7;GZzsOy4e!hjYD5D3Z7W(wxoS{kfjFgdlk_Q7P=g!rCa>4J#vD zQAzEC)JF9c6BQ+k03oEdM%ZrD_KQ?o2oz(gDYmQK0Q|82-Gv(+5ni zrlux0Xi(}XcIL4=TX`=Y_5p+V%&h!tTbp87<}W%9P_FS2Db<3eQ zo3zDMd;KBbgEs1S$O;5d=TJ{Mi|t1QN|RdEbW<&2OW^0{w~8(O^(HzyiLDIL00xTv zD61wWChF=VWrH}Oik1Wj)LuCC#m_94Fk%is&uda~0D1$gn+wN;yuzjisIr5(QwdEy zDPRDj5nbw`GjVE;&&jS2ICSYAQ#X!!3SHta?J`sV-{r&{gBEx9#PAl*UcU-fk-Xrq z(NPuf`c2~mhr$svQA$8p{vYG-;n?wOoY>fIiPm4j(rHETGk^+DhIw8i7ZFW z_Zg~3H3(*Vks&B<7AvMnoM_wuXV`wCGs5;03O@pUcSiQ=M8I*))@)c1j=y@*%b+%jjfwixw- ziHTmR|7U!%aqCu_rftysNj4`6)rk`)h<5{Y5rhqr8c~R{E|73mLAM)bYzSd|emk%? z-#L^$`wG8`U*~mCk6|6$^e(T+D6hFEGCOy}ewptLP7p2jR9`;oM=B{2&*1PV$6Z!a zt<4;8x`BO+LV_NRgRHCzEPamndoKBk0Z9C90#+=ZpGi^%t?5zar6NBx@#K;~du`bAN5qM@%Fdnh#ZwyJ~*_B93npQ?CDmn zd)a0)SD-m8BKD+UopxJO2yd1}*D$S)aqYN(c_WwSJ2(t{%k| ziDV5&2AVV^pB<0~NE#*zF3e78j+-}o+b{OWp4=BL8zj8Op~Y!#M!MQ#%p&JjsgHHB zI`{>#77)=10@jYT-MCdkh7j{$Z|-vUss-@I!p~oq=F+7OHpD$4x3iWUK2V@3HbYlH zm~gd}H0&!ZE|vr>S^x6VeG{H%N0uyG)`KD$ORpMI(CM%y(6)#5e(tpJazgY2@uiuy zB#@&UGN&S3Mh<}gLkiv1SHQ6>d-jMTmEFf07V=GtmDejj%U+w--|BF>N>oJnP@ z1tDV9)G!bh%Mhl+U{BsAF=y1bKl%ahHxP<2d~~~s%$CD4+BfMqGonfgdE({4dhU2! z($L$}<|d+IVUa?pAs9*c9@zm46JKU|dAYsVE1V>}dH=oCW*1d$n^W$?ICDZRUbj2T zf@(o1o}bDLE_?m@_Hv|Gmiuj5T3RNxKNI~j%<5k4Ymx3D6>sB?FN^68I>Twv3oe(? z_%IAc6Zir=06bp-(2?ReV+;4raTF>kJ2t>330cMP*Z0DCR16if2#B`De#q5opfMVO zvp2O?oBB0#ZlcV|5S)NISkdX3nUOD-+z4j~Vni9$$#A>3&ZZt7O+-;_1yvx`_QAnK z@*LUOC0iWE0!Tdj?TJbI=_WiGML-R45g;s@TU)Dw?5_?zv-aQhtANq?wnwK8;FF+O z*f*cyq#)C9dK8Ai2TK$c8X6kHWkWzpghvVXU1IbqM-dSYS&xO8IU+x^A=N07h!{`_ zop>XcplC@lqV?o+J|_9RK|J781>IB8tYkUBHr& zUw-l81#|wq^A8cRZx*|;X;;!&03HEl%S)Ke1`Hg7Ar$4 z1SVoVBm_^h!~sF{xKVSy2;w;&$I-AFKwc z*-5bc`sQvHP7hJy(wl81=cYSFOc)G03(Z7AfuD)R$K}sI%iZ@$a$hP~MI>i})Zv0Y z*QGO_lby{CwD$hP2LdcX9TFq~S!sB7YOq1&QM(O}w-+i0FLqT!RP6|-F0g{Vz#)kO zJ57W$ZKoMaAZQj&P8mdx3S!axxYzAFgXVLoh~9x(ME(&ND7vsJwQy9Sz~mQKAayg! za&gr$P22v|T6zYCSlmc7Y6)VPJZ3#$-$XHj6KHaJsB8qa4ylGWvMI@dCqi8riM!g^ zGl@%*0c%Y>vm*oo<{YY{?8#xZP6I0&6NeT2ev!| z^amkCpV6JRJ|iPzo%TEzC--SZlAQ71xfl%BykR6!|M&^3gr;b%pHxqu!0tYUg`dRP zQp;R(pP5ARD#6eH3(XoGaK<<{ zQLP22ODIWS1yYR&O;Eu4Tw_?XS5r&0WnDR zd9o_bGo@C9382ivZQ$>svu^(0^Iel32#~K*DF5C4CMDH%OM}0|;0I~*X|FD~|Mecw z?ncC&j~~x^acZfGF<2XU2?Dvz$=I@rmv?%V6XfUC8Rd*&71L^tK z5Y{~43qj_;Vszcwx)ut0?7Md-3G}U~-lzr}2r=g%f29D16FvlAVQb#JU`N^w0~c({ z4MbYS64#}sqZD!{O0bcikX_p2okDCVmvctzja(i)c>4ZgX6VTLFFMrrpTa1ys#hF%7HF8b8nxx+ zM9)C|ssH-cQsSOQfoht$?C3S3vQy|IvsX9Oz03Iy2WJQ=RKfa4x+8Vwj(?+bn4Rc6 z>?1|HW(@&ZOayprJ96cb@Wl5G;o;%kA@_Gy5J+d$U(cTmw>SA?Dyp3A4au;oqrj((D;Bqkdny{%f0E-q$*OsS+gDys;mnq2`1#r z$y28aTUuHc+-wvHmb~2}h@#!cD`?(7dJLy7%jy5PQWPlq=ijLsJ$>fn{VDrCm8J@$ zvO9Vot~`R2OmrU?X|SyT-~n3mK_>VPa-s*e&>E&4a-X`k=y~71_>SYw{BKkK6a9{v z$EXxf%>@(N|2u2(@3v@?G%aU-ci!Ou4_1+3>M`nea=(#s8BFke$RWvQjjqgVQAqO|II zM`KVXyrbLyY7l<>SA+1Gza-$$zcA-#($q;lTL0=dzWP_cG2dVP#{Y?zqp{jtUXK1A zBK#MXm3bGpE1(SZ1ce1_BUN&K?I~B0HjgENkS7t6)C(lzDJm-VUQ2I?C;f}y%(H$L zFj&4`y7`MzcP61`fk|v~wDE^ZIt3_{sv}#Cj(BErD!#w_-pYHC$lm;4p-A||_(6K# zNVWTZqiUD0QNrh?n>B-Bx7~V4Nlq>pphh1!0<8cyiD82938?o8ThnCrb&d%ZW^r+G zEARRDh>8>}+-c)3RMh-DemJ_@%6qZM9=r_-J$+JdK$miyDAr*+c<_haSYlip=~9Ty z18q*kDfD&pL@AIfrBFJ_Z^dh*&qir0f!W?H}= zza)s?1*AqL7z^XL-wD^I>!$L3;-w(v|Kt=HkQxwO*ge}xF^>v4_DZRLG#o%*)b;_6 z&j3s+si<7B-kPS7Z0)LkCrwV_0K33)bZs6zS~Gz2ag-5n4jv1YVA8B3n4#)$$$6#0 z-2$~|FPb@D#tP!r&wMN{u8hk}R+7^`Z_S$ag+5Ds>ei^ZdyH1KdEvhF3Dee-nl}En zI|g-CZPFglx>Up!Ca-u&3BI`puMdWVjf>0M;^IIo5nBM;(s#PKx>m!2*Utu&k-r`) z7hXB|i76wk>#9_$|1sXPxBEC>UwgcHr|RppMYioU#}}V=R=zK|(~b0ug1heqMWpEH zmm#TI&I4#Y=?4ifliNxTQsmUp>aN@*G zPHNv_qNQ}O{eJLwDY1`j1b5m91}dhVIduxnOx5>X$gaT^mCU@QwniR<`GTWt-Z4Un zl3kHB9R=piwkza5T6JD0JC?#$IZPTzIXO%JWjk#V?K(q*SMprZC8tI(fBwzIqzxBD z8Btvewrr%Q*M|+FKI2*_A#6;(B%L6=LeNh7Id{!pLH>HYT^Fc>YQW!-GN)NZ;?L~( zQmZU3%wEE=EjB1E0 zK;i_a5eJ@)m5=XB#{wj!_}{0*t^u(|EW_}K1~r8*yqrJpmdJ%dh4PDj zwjX(HeG7<-gd~>)sqgvG< z33FH#DB_Jfc5onAr=+A*4rpj=CqUmh4!gGkOymT#L(CkT8_r#Lc+(H?P-l8n^D5BB z9JP^M1?2oWcZ;{HdAnj_6Ug$X!vCd(i3TE*mN2%(!SrYZ=MM>^Oaa#dWBg3B#ASsi z!eARqB!(QqsX><|a} z)N+~`$(o()ExRGeyigoaEFVycmwo;E6^!h6e!CoSaT@Fljx9@iNo&HQMT;z8`A~0w z_Fw_pkPvbhil7WaPIjuXr^irPMFkH<0>^`mom~-ZV!Ku4gM|WWd^63n)%Yr!U}N#? zmCIz1nH>2Ca9Ly<|M>Aky}>~!jkM+#P>hhoi0LpsuM>w88lF6~#2=FJ3r|288!ak0 z_&BjTgK$)qm%mo;pvmbS6B|2YJ`J;W3@n+E#$zT^lf8*$}2Mdh=y+UC#FkJ^G&RuTwPA7%eakmz7SB-cz*{+i@5gJUN*P zPd2ee*uN>3~cuI{098q)23P>Ru-gcLXyRu-TYlY3# zQlGT3qRrRP(9oFQ@%P*YLP^%of>W1phlS+AnR5$^)bfz=j-@`@=#gj@;6^4bW~n9( zD%fqubn{@apJ*Q^EHP@sVf0D%NGC?#0mV%9&HmQp(QN=oekP~;G{c&F;3Wl8?c=r=BJGK$E9+f{)2GHU}8o9{$ z29X)pfSYC;MOAjrC;#!=W~W3|7~|$hvcUv_IFf8&ZxZT^U5Ccz-+6>EK-&F=2f}hn0WH=P$D+L@}`CU?yIo0gik)57E-7 z?8rj$CM0ptE85-jU#65k!cs@Qcp-`mPeu#y)M|!;eXUFoy#Y&Jz1)uZA9Fsk{(N-^ zv9CkWo#{8zYfQ{tq87K{ZTzuch0z!?WKTJ6p`SBE<|Qp7`K|mQwYy1QcO&e9#7PE2 zN-_w`|d$F?qzVtJ7lTU0mIIZ`(p#wBNPpfJhb^ z-`dSHznf>qk7_7W6JcMPA_#&`Pld1INM~(}5zC0?%RdPdo7w2U8fI_R@aQ>~9u!sm4qzVbX z!pDf`{<^)gug=slBzp<-G!2-yo*B+xxH#v(gYrH3t9cuDr#CpL%yAo5eH<`fI3wHd z@+bA=6DR_+Q*wQ6yZHo~)X0bP5FH*%1`sxnX(J!Cc>aqNKCVM|7P27aUsVs6RxnPZ zapn|UE5B@W@CPWE{Ct$&;hHNf*R>*C=pOcSE_FQZ+^z?pYUO?252H+w?dpCP{ei!j z?7oYSve;cptB8zf&{{M7C*z%kclRIR(N4n>=}3fturQ|Iw_2qbc-almUf1lC%4C%VwfN?)e{}2r&4m+P5|vV=vk*`{ zYkR$FdsBb&0YVS%1K_IxdaS2O+-iH~B4#Dg^83nR7^^Td@*1>iBM* z=HYsg3HyK7WFda!|Ie`m|MU{y-K8WiAA-K~bke^HKrsUOSQEn@lBf$L zY5DPW=f5sjR#uKC5;U4PK#|9gaLaI13PH%~x4f~9vgp8cFzHZ*S^x{=(|Ly-x@<@b zddWf!?tBm8hDbe}ke1&+u1C+==YfU#{rKYJ&dO_Hz1BzJLyGqop`qK%%U zi%0SouSFxc3fe4`$rKs1b_I^SM5m%9Ag(?TAEahJRkMXvZGD8CbrTFSL2Sf(LR_rk z=9!w2O=A&$rWMejqhXorjgAadfGvbfe8Oax=6XF;6?h#vIND5M>@c#^)eR?jVIMOy zQDkQw6c@t5oQ`wT($=|ze*)MpbkW1HBJHtXHcd1RN`W?9Zw~RDHC0vm@F-#Y(&w#q z)(aOtz8GcBO~6}XeRaS5h`-J8A0gac+yMG&2et+Yz~M!Vi{RePsS{-jIRCLH#P-gyOi=_>8145r%TA zE0VT7si;sudt1OOA=I6=)0&|Bl@$~!_#LFl0v>3x4xP)acJv zSd0lS6tCDd`-AvOPXcUzCJ+k7Ht;2~SadlwPNB>v1FpXM*M8Ty`^0Pc{9~ML{R`RI zeuJA=6(b;+3fs*M(62?z?m#=Fv4*^=dkRLCk@G@^kAb-$Qz_6JPdv(<*~}^nOz61B zzaY^E{}vnecK#+ZN>_LML*%ls5Uu*3ZZ6HcuyH=2Ig7lcz3}#g^S}AR>;G`N10MV* zfy>f7@%cUA-lRK!K|QQMT|fx0c(1TK7-luK=euqBTSLu%oPAKoc?_PF5Eqw+!zo)k z5r3N67v9I`QR>zrP4DP$Z!S_LZw5iAH-lLQ6wPJpt>h=1ZHwj$q|iRsI*A}(Q)~Vo zd+%ZN82R{*MQ1;Ihd!hJk1ZGGU)Z^gByURag`(nO#dGI;nslo&YpwGVl&PxX?yqQ* zJ#~B&B{j4Sg@mVXecg8L^$KcHvNFmyRLTAGfMm@{=cSaW>!?$Fd90t&7SZ)_hL^T; zm&(h?J!Xn7QVy3>jXIosB>scsVTs{u?>|_1>BU9`vy}J>K3qq-iz0Uuv>O)2g61sk zL{;s?TCf{@XK^WbE&2+MlOaz-th^N?FVcrH0Z86!+s-AJaLZ)r>Q}00VH@xMx6t$V z6a2%Ko1(XA+t!$f65o2QW!qmUgYZ7_QMJr8?w|NKYWL6v`66>})}Cg@M{k^NpFt2?dVmy_h~2bj0zSfn&|yt7^Tv;C(_qW<%omoIL;;5PboV17IXCEpDKMBd7Q zEpg8uUhKoKzh^luZm2fo7~tA=_k(g${Bd1fUGVngt@zfGoqucZt?HC>iqv9fG0&K) zfj`K1D4ne7O$&Suh0=2WZ_`izReACs#^?*jaq{Zt`}Ns|$ysZ<*koUQ_|2`2NG;?G zrE3>nHihSxVZ;Zow{(Wo4m<0Vg;hB&)c(IMyVyd_{NJyo{FD3azeVZc$RAiF=j4#l zC1#?XdQNM(h1dSNOaIPxEoRn?c$_1EQ$`+B@c&ei_dljn{o}Q5Jp)mxkCVpv?X>{P z53vjx$~dFu{_=I0Z|MlFsS>-AZ+q=ZipZVbCCF!}- z0&D9uAIzXy_R2ZbFmTvd)hbR(*G3m^4?i?$qoiAdIgN}v3I$%Y>1?n4`sZ6K?@R0n z8}?rf$S=$|T~%Ot%V>$rd&?I`6E?J@ibzUInj|cl{dTxu3-#ggnOA66Zo2w*^>5)y z|NOH9=UxEMH4hwaUA{z(uM=-E0#=O-B|s0{%fA(#swyfG$l8R5CG<9!X~*LT?eiaJ zF8yJ>@Yz4D2$HnoJedfV6;yybnTrExQ3q$k{;25ar-x2+dP|z}=0(%224LSfww&U4 zxMk*!#f$ixlf}CBbFzRtRWv&KOM}1u;5lfZxrpM(28CUuzR=s%*LPcH)4-9Vr*Y#W z087N8Q}prU6OcHVmS>0I9JR`sl%6MtPFGh~yXWS8&_$P4nrTxEq>||DY)t@eRrH$o zBq>m4<+QXoE zvtab{#E@FB#l`(rq}vtk-2oV`(3_zSlJ!9F&dEG(${h9KT(`C!v<@<=0{&uxz=eiB z9f?Uus6p411==Bd-_UV+Vx6&_62Q#&^5#vrk^vm}-^X_IZatByt-O)>Hs6iyl!=oU z&lr{+q`T}rmmZmBbu$wSDQ$W!W|7$qWS${zT?jE7F(?GjBo>dyUB;<|<~&!6<}*(3 zSe4rq)_GqWRFswH`>RL`I7Y3I$tAI8i0(H6A1wR=ce5o6lk&L__=i67mnX0mVa~`sbX?YEo{Psj%S0d7r%;O6g8My5Q&0-Lnl|0 zjNP!Y$@Jwmcme3#FfH?y%U+B!@(I=@FMt0ybX1*I=>O`No9EDUZO$+8VZz|)VW9r{ z9J_QL8tS0aE@(AmNDL<9sH2&DAbUuLNH=ITtFWxqiiFxL;chWKeoedrnqd?yVPxFQ zq~((1O__LJM2qe9pMGhd69drzjH43HNbgT97a4-v(~zD>Cc6-$pEB?j~d~GU3*&B{wpM zm!@?)`3~AnD+sevw4 zy5;;tE}u+o@#}VTR%`{LUZWz%+#~@q3<=~m;odEi`7sfIlvbqYIq=4}m4sO*&9=>s zQzre5nTnW>6SPm92o;u=sRNmvJITBU+h2wIQ=y@4+_-UKD3tO;M|iSpFBvm{##i@T zDrZ$ym6}kjy^M9`IW@JY{ed?`F{y`))+9R}Tz{#pAVy`vEI#l0!YmbakQR!l#>j}G z@USrb&o54qwgjeVQlMj=;e6jAnZpa)I4sUHBQ-Ss1!Fv%vTI@;$lwv!!`LC0q1A~B zv%Rs~aXh>xs8$N!km=hHa>Q>S3o6@M%jZnpH^G92tO%AYQ|`YU@VQ&{~xipKb_Qe3T=U9uammWnYBpgNFsL3;HNGmy@k@hJLlbg2- z*;Z}26!$?=LgEvodn5G4mcYII36q0MaIEy8Vr5SD#KvDDak`-0+y}aRfWik{sx;~? z><`|8Ey*ZkE73V!i7894MF?!zw#^WYv7gX#74J(kUJECw6#ObBIQFiGS^|dl6B#UV z6Z2pHMu4=8Oet#vQcnrug&w(tKiBX5gfJ!zX~(s={V)#s;R64RG{LdP>*OLZM!VY9 z5flx~_=ljc9R(K^k(E{d2(b{2M!wF@lnuLfnPpk^8xo@^+@RAx25#Q#wdkDm!4R3o z@9phASaI??J_z^E5m=uiK^y^Hf4w{0+ZO{^8Z(+qkKnwc(N9mv8jczAzSy4Xi9XMs zU1>B;x9N$Fj58sFiyl0Fd=y9ZP{EcXPP6tHa-&P+{!5=8^sc1n{S5Fn%Ncq0;Nim~ zXnW)-cwX6Dj6uKo#!Xoxo>un`6_6+KuAsoTn3MWR3KNT_q2wNhAiZiE_eUiqr7d`H zQBeo+g**4|`67y_Cz4Sx4Bo}M*w3zq3Sd5-I|yx<{7#B-T?P7)>(Pnw{(ySQN5hA~ zju>Xuv$AD#F`5RX@W?EayQVJIr5brpyytSf0O3;#CPD)Y2HJ{IEa+8xII<1=A9+7P zczq&Xy{f2p#IfFj_ai6!(xXG@GiB!Hu4=TXl&;zQaBv(m0S@8EaYLyp4w&uGf%%iX z7^=gA&X}X>%~)k5P3vVOE?(sD4)m7Br8>aY(SeP?i=%W1F2e}?O2^YPJEJYd zCNbH7ydh-qi)(fY>cfU21-y|7rA`{>y#!nkZXDA^3YIKg>VqRzm1Qv8^yo2sAMZYV z@PkhYmkCym|#WI605P zCCiIB$;p}Mxt4}CLCW0x6&xFfusyh;YVwfp)n(fxLu7cF+ljvNxLVS#do5G513B{5 z;|rf2*tvm~@OSdFnYdhV`L*~5#&l(X`6|w6=)80?M zJjDPz$v_poS)|ve5;LVdf`ZH*9a5ow$2A=`O>a1$o&9CY^%pbO(8Qb!72X5;7d(hG z1|^f7i^O{+zFuDB;GK0*ixGy|I5@m4I!veL`oG&mmPQEVnBCBU1Dy=f#{-o(cId0Q zfkE_Xx1I6O=tRjsyg+8Vk>EawzHZAV%i42qT}U`adLrQxNwMY{oH{aa0!d+vg#w=B z#ful`JClU%)d+j1Y=&+ZL>jc2oinmSwCBv5HYd~OL0*s!dbr3OtMnGN-s$P-QS6AC z5Jvt&2B|r?QygM)g_d8Yyb;z8d?#f6b(6*5KAjxWG$f5SmYI`hzF=}+s zVkYh1z{(*fV7*mtfiMCI?<^ls5 zVgxn;@t3_nv!qHRcjc23@rUgG26^Zii3NK(so{?0oo_aU)4@Fqv^Z%(CTuS0bR!s# znDXYP%jV9yVa1kzW8f8-$;<~@L&TVHP<-w_)fEw8Lxy*AJ;m+>ahpE8U4KdmCPkOd8Vc0=XUrU}2 zIei#_XNgp71f4drX;5mloX&3W{P+Wc*j&Z68mS6>d8d&ol1e}SPOuOm+1)+8y(2N653IA~q-kyr z>0d($L`0OZ4Xdlk;6CJGTb*2nZ)hk4kW+V6*J(mA%f`Y|4jq7Wnvek=jErCRJ1`#? z`)Wmv=f7g_`T;Kz@ar}ihFp!L>wvaC_gn$%4Vbi!hhnq_nIT+~GZWtQQ^e%SgCQ<> z86#vcbSZh`79!!$>K%uuPI@}Xj>KLUSHOCcBM#-hHii+k7L1f+Rs-x5S4{H0xv+EN zpNt^G4$0UB^1i(}G~*ZWq>23_A*+Xt%z7Zx=4C{pC&zwrl($+@WzPk-=WV@2CUK+f zl(gU0Xx>2fumu_z$6{7s%`gQX>((CSC#kfkT`$H!_`jeGbRMc5EOX zQQatr_}S3Di&FE|sMqDxL-w^)GQR*8pZ`_Wn}_ANMsNR*F``nYgd&y9MafVZ$`DBi z$<$yIkwl835S1c5iMFZ95Q(BlC8d;^P%@>7QXcR?7uQ$%F$%9N}1MvCMSt ziVk&KLi;VUvJ$&)K7_rngjkMzQnWB4{>x}e$>?^T%wB8`;Z$n29bb{2^l*dPXGsgX zwbFGQPhG2qKItP{>|OtH2-=G5GfvAPsI0s^UUh-=1)b+0`znN?M}+y`Cz2jv{|-tL zGTNC^;Y7f`cVw&wowA3u%)=v5Rf`W^2=>`|Kd;LPvGRmN###znVzkMnlrq_2PeU?l z7B=iKh~R0D&aI*dQXupy!}#OH?ZZX;CIMKK!Q7rV@ic{7m$1InaC-I}$=W=j^ty%1 zn%R7enMugEFk{2)y}k}!K^G!gKd&ilP#-?roXt`wTpQ=qsRBDe!9vL>)(?K7yy*vH z5NN$!AtYSl?0C2J&4&M=w^zLxhi&tW9hWAXeCMZEb7?PxEd#f27@v!s^sh%7cM9ol zVRcCV{{5H7Ri4>Wc0wLo8S?7*4H*k3AJ=!%`eZt294{BGJv0Z!_cUi(31)+XYv12` zFPlKlEo{g|8>;l;ckx2u=0L7368nN)Tro{bB7t_L9tDZMp`1MsSD{%k*A6#k`LP1()j)}J5V$ZKTzUuC{?2cp_h2ve>qoS`; zh*R+66_p3KNxH0PVKOePK}3}lV_t0bY)XIL6Rn@Xhb1vnz2c-9G#5!NhGX(VPrHzw zj=cF}zS-bQet3_i{``0x(Cz*ywdN9FI!@S#kgolh;T1h@W&7WCBPBa8Ub!+_7>7z{ zkIVhpCl-T?eBQ-yk7iCI7giBesh$@ zTB@c(b1J?_!MJ&{nC`$G!@GE-nb1oMbu7r|JT)yLz!K8MqN1XR-#^<{qHvXMC6CUB z2GOH=6ZfB`2CJm&Bh<1SYpocP6(hB7j@VEXy335gjbC~nwD)bQs*XsfNx#_Kb)ycV=O z@peyjo<~Kc3Gz42mjLuo>*POkyFZL!qqV5er*aV9Ddu2%TK(7=zQ@ zCmlp3Ib`_ohuhyO3#{=8Udjsekn!i26N*-07PQ7qek*mdZcg11Gxl`%4bj~9-lkXv3uXMULr)NA6RLiko78IdEIj%Z|sLeby`?Q3LcGU zn7pnJ!zx5vsX5k3Ph+sbNbmh|mr`d57fG@j;n~UWhi|G82MXzV19I)PPa~%Y`&#z> zx&~>Teh=@)s}aIb=oga2_?Ljo815s^Sxe*Eh>>ROQhvemMIIx}5Q+$2Cmxw_A7CAc z#Vzb6uspehAlX!qwWy|0{*bKt78@FTD>aQkWz?9tEg%W zJ^JSQM&TwUXeR8)s(RmQ-s^nhLoXqK=C(k!&WDd}KzS{i6SpHdFTkS`h~)h>`JVeu zEiJ8~0|sOs^AprID<$D|pTWT+5!W9O%@9bjfsamj3UB8G5MKCBRoI*QHHd*?0JB1) zxr|g0K#ChyO#tB}PZJ7v+HOAK7_b<936J+GhVD2vOsqE8Stfa$D3vM+QS=3RT*Sl+ zM84gF`-Uj4FZ z@21kdy*aw?|57Ip3dZGGjG34z)n9AR*Neqlv-n@Ywj+CCf>(2b;Gcvcl$eCm-~DaW z%HL(Z#dTkF5O!)j%7wUBtM2$QPtbbI4p>Bz1@mih{*i%Ubwz3DWRsGbwTwi%Ob=4) z*S~)*3s)gxYSDzj!YKNk>w^)$Fsslfkp+UU#WyVV)7j%mOp!4Y69pLjHAWy6!IFyH zjS*8`bo_q){z1xaktHq{W^YmbA2vs=V9I4V=g}hq!13L_IG4Op7(Nv zXS}eE;&51!M`Hm45E9ITLi)Z&K@r^kFGOhOqi+LC~0zc^(!7v_bmdQ>AlbVwMxEv@{*5?Huo z$yzzN^~LEoh<=v{RN(%lMiZE_g#E=Z;jvoyqCKEVKsSh+_~O^k0utiTg|n=#Y+u~m z7>s>3WYxt~!0mI792 z%YtK=Q9|KiZTN6(C!gXYDb_z2?*ir}$<_6H7boefbeeS8wbO~k=*BO4vr^67+!}(n zU((H8|32g0GPi<-T8M{`)rP-s{o<}QV#K4*uah5GEna+lpvk^)GABIbRcme#{`L9X zvG~K?(EXSrO%RRvf|h)RNm2aENqq$c#7fZ&Xj?)`)4|CZMhs&3FeY>+7##U?8s3*#s?T5UBtv?bs z?Iv97Kg81~zh0M2>@6k|3FZ+pqqCfxK7q$TICtN>dsm0CV+NQ4svzC7r%&ey zme1z#uZpJDyh(rZml0wGHz#z;zsXVmde^?&X1(x3qfFgbW4}_JE_XG)8)|ndn`vSD zYs|ToAGai0nYWH#V=XVYZe6in&$P3yBhnwcJ=c3QH7O@R&(AU{(0_NNR%F}J3YD3^ zTC=XM96#EB+w6x8+b~OhoYEBFUi5Y6OPej24aR>@_xd?{{KSdR34OuwJXB{mI%=a+Gx@Q}HR1|QntVKA#p3A5 zJ0!`BaoyPRGR!(~1m^Nl!mP@zoJ$SSuSFo-z5TI{6{i zpiwyWGrLQJ^3YSCHtnk*N_oBFmrQrF=eb< z-ixQ>sjxk#mxRSlmk-~bwECoh!^LZJic>ZTYpb~(J9g9q$$z6ye<0;KU)&{XZqCTK zRCLqRKv9u;DGRno&z=p|??*Lx)BiLGe+$U50nx9g)nb&zHWXWr3f47iz1cHo4p3L> z+una&<+NLWehs66&uPa_5OK;M>*RGk`zR}0LKBQr$Q|c<$jE@^Cbb)9k|HA|P~>;- z-OFOXm6nyY9W!Q3Iu)aFJANfKpEz4pQYuZ)ZgbC|mRrCuL7|Ge!#|Li5o zc>&sNmbUbi?cm>u-TpK`e{F&^;NkP<-Klx1TZJT^tECOAnJmoG(ozz+v*4uPyp!Fo z<=%GJFq^t$Ngs9$w5bmmYvAzVUC{%O(mU3BR@62!#6543@$mE%(;;Xtlqd$gH{W?6AfPh~(dEzYZ8Ub9NHr|( zKD4<=!0o`R?$CMEwIr+A*~zKP(xpokSHzt==eK)z+Y^(#Rr#$Af6l`D>5xIu+fqg^ z$}Tq0k&(;yi*<&X#@Vw8$;s2UZ=b-lkS+|`!|O1TPi1a*CSIF4PHF`khlI`Iipt>y zqc4Zj8ajx%v4^kI6t*igw7aNdc>!ITx%xUX*HUnG!u9LD3#RXST_)R$R;$W$F)@3P ztqvMH_F7iiFxR!7kz)o}V5Ygb@40hpLMtB>J%2ji zBp_^-X21UZ6;)N`O-xKedP!pYS5o>OQEzf@%a$!q0p;3ZvzBFe^-(#{@$uuwI=Z@3 zfMT&0#r^8Hd2HJjg*wAZ{o2*5*>DyKR6w`|_GA`yO-(a6Fk`n4?|o^2die33yik=8#O)aTDwzBf>}jBTG89544MDU2kGY>WOS-5t(>pgoX9|(a;cb^yuJ` z13r`=c6jnZcJkPxW**aTNv*DE#}t6xYLQb9pN;(f9)3j=HVYc&o zx8CupUwT^&?Macuhc?;OmEY|?Ke1{mdv^PFTZT^dFgR8bJ&YazwhGU#mt=stdfUdv z#;Rv$x^V0qgn5s@W`Ht7oBiF6T0|rP8oZof}T;bXRJ{-mYnbY>jty_~w9}hxSrPEzj_42YB=-7`C zrGi3aD4t_EYo?o;4nQ$c5py9fv9C}4fpIsEg>xFSduv8qG$_~&eqxaAjq)c~fI$%s=nS6W>C zZu#%=FNF0Lg3V9S|@byL@j##`u5|;@}Sc^SVr_( z@%rD|`H;SrQo7A!sVCr_gjuHytnM8M+v7Wa<2K92pMi5-Y<-6pNA|YD=bHMBO552w zfj}^A@2KwGyVGw_0&N!j_QSlRhLYjSQo3O~x|;_gslB7QZE@K2m~GJ-emJCBCpjv9 zuC4WMTBFnG$sUr|9(Ut^d;$EsB&GgpsFA_aQg@T5hu_m|z;z-`(_NKyB!CfRW3O>A zvNaI3^Vrz#U=sa?YJVg-sz1}d?RbD=%v zSzG&4sXKkl@#zk|{@jl?G?Of3Mc` z^}YASlVMPXlVPQbb`11pMu&vka_7LL$ZJwZKq%zsesmCJM4RbAxWmpOWRrP>dqp+1;NQQ!E-p{Iwxq+HikB&AX@eL= z;nZ8~Ld?!Kam+{*K6VFLlSuD|$<)4v157Z2n2O3ugO(;~%P}IA2>)nl2B>d3Sg#*$ z7~xp$rK;}^$=nl1wGq)a%Kt6tZhsGC0Sx;=xlJXaiD_p9uIxvTDksh)&O22w_OxLbmZ8vTV2GwR47ptF{8#2g0$hl>6$<-nqHltuh`rh^O(`>jh>fhZwf<{{hBp{5~8PV2%KhlGXg#q-$# zjxv1QCUqtm?-K7YHdd9m)D(`O*crI>%%Zq?3l_9HGd}?KtBj+dY~Mmw`pFdb8F@D`a6~7 z(kIhS8R#}%^yp<0@S*be@85@ruOAI3Z&*0ROq#&KAW;~)GxyFN1{ky_w)VWd;pL_N ze6VT6i?_$^T`wq(w@Qq1>b%YPTkPGQxvFo}4lNE$%sX=E&}70|B*Ll?e^re^kM7-z zg4w{0t@q_ePoA8E4izrd$;N|*3<=OMixv&i6*V=pk)MchaZgDA&nG1vrW@RWg7F#n zns29A%CKN+Jj2;umjeU42&J9IkR!ooI2(SzrauK{PdA-2c(1|Hp0|?j+SNu7$Qn*s>Ku22%%qMG42MHPreGRy zI^VGhlT?i}^M?%m+zMCw0!9_;N|iVfuoZXn864C<(B}j?cphe3!Pa*LEaZa#a>|ii zA)%VaQxc>w*6|9$Gw-yeHl;vgrOVi#L{oHoib(ZY#l}0W?L1Gh3Z=AIO(uAoS{>hF zZPD*79>4ek4Wl>`4AvJG+7;#HCVaH%kH}vI^uteHy?V8Gb?p=>>=^R=<5o;k|J%_p!ghq> zd;5RpKJuQZuopZ|&`flCIWnlPfjkRWSEy`?UcH)fX1*PRr|TLU_su$Uo21eOQ%6TV zl~t=(@1Gb>tqF^p_&WKqI66Bu9DN&~GHIc95brc7Z`g!&Dwz zg?LB_jJR0Qz25z+!2^PAw9GGPJ$gP8Y=ASp^t@{H5ODij7kS?aA zrbbgwxclf)PqUy8jkOgOzG5y}@`A{%i}xKr-go4(6iMXP%4_lQBZxCHkz1Vyc<)R1 ze2p9A)wJDWr)g&!Wp)v>eT?@XS_^iIBBFlkOZ>EJs zE(CI-n0At7vUqWC>eXZp*6AL)I0Pg@WRa6)fnpio+>8)Hhs;H}PoIE*(?Bz8FEde#p<_V`xKRwcK>a;^>+`^)aUgD zeWVE@%@fDFa^Jq?6mR?TsJ{Vv?NLv4>e@92@NCBd$XF1QKbgBBvN~Ja$P{H~U<)M7 zv<73w(@K)N6qCAT1HC|h)*GX443uhQ6%_R3B%L{T?#p8o=!z6qdVT9~X~oU`te5Qk z{KWhx`Hp%vJG2!C>g)FeLEna{I}{%75B0>MJB9oA>({UFN!~kex(v)cr4P93BriXm zg<4u&y`Q+0ot4#wSYLF@dlFp_I%v=}G&RMZ{`-B>-#z3G?IcKvHxabEB3JNQ0havo z{#NkAhvr+*dIcquvDysjTCwx?ix)j$S^WbF6Lwj`FX zugpL1d*FZ^^-5x&0vjR!D-5s<@LBF!erj)jx5~Dz@=yHoJmp{6Jqb!`8SsUrwYBeTwG;c@e|vS!T;z<( z1{;fgftXZ!{82s|&eKkO`;qCKB#FK-bL&oC<#?b)XE&YRCfqLyjf!96)9%Xay$$A2 zR0p*59=R-&^|$H6{hs2c@&u_QOoxO`+MlJ#B;(cF$!}Nt@pFa++rGo*_e5CUG3~B1`NfCwGUt$Do*YaFDE+$!F$& zs|ZW>aBZ0MZ~FIjJmlC*mvZ3?>}+j)Xxh>4A-n9>&i-WOrdC!x#FpoOK8%>8hAbtE zFp~UwJHM%0@7{ipB)5x-1odHg-l~cj4Jes>nIn*` zXg)%ICJ~t@(IEjxACX02itFd#Srtl;A2c1P^A z6)WTkAKerW&(efgi_CX)Y5nEK`D_nx7rO$r$}S4J;%gY~oH=(=t1t3_%-63~0KX7> zRg7NJ4wo3-ox8w5?OeL8=Jl4;+FKVc$Ra1!(bMyV=J~qQ_Q}oM`fIq*mr(o@i1@^b z6Q*Ze!M=d9j(ia0TQia?T}tq8)7%xP;w#W zr@dTkIo?MFR3eGrl*XYFd+}nA%?H?QZGEg`r7iui)m2tj_RpxAXAm9G2>>RTS;)J= zA7@|T(Z|no9)ao2q>63y9zIM!Sq;z#|My=G)`*sljYla8XpjZbC8q^LsB1@%*Lpl$a0_UM) z$M&;Z$O}zKpDipbqF1`QxlvD&!BpEHtwZ|=??2-OQ^nSBK(P~UydyRCP*(}DVOmUO zW8J|TO3H|5Ne&Sx|V$-G;Dr9@U;OdMUmtA|jX?VkwLQaOn;rv8T*j zQJiINYR&9V<+&d$%lL7b&z>nAIdVksV>ppLkDeOv!M@7@xIR-~R$s@6zeW?sd}vBX zkQP3{Z7BH7!#K;P-$7mbxu4foM#1Fv2nLbIT)fzoO<@xujw58Ga0>z&ux7M}3=stZ zyY=gXD0T+C)!~d8pst~%wcjCRR1hX=d(hXuOe;4tEsIE{z!bRk?;MuF)9262+w3(8 z6~PwGogM05SQv3~u$iTyp^4029ye~BEl%tb)#0xJ5>urb^LD3-jCk|rY$4^Jx69mF zp?>6?@ssxa?juI)xf^&kRCgdUQCwag*M7^+oyOu+gQJJv2Z|?3A`phTjl6d4nmC(d z0-qjekUQ`pw$0O$gK;zFY4<=!Ah&+~dg>1;8*ROp%sMlFxUFyvvk!_te|`$Be|8+2 zJik6Xbg+dl={p>}?1AZffFD_}UM)$=V{2AbSKkKgkz7a5KcDVVTUy!%0{p_EdmFA1 z1O*;K;~;tQcn@_pYF8@=;%>zniYw-#{SU)YL{fU(_FbSlQ!grHJs* zQI2|tn@fNCdY#O-zH~WHGvYcsn7W-FEQ^l%Ry}_=fm% zBcCGp5rJHk4ryoDMcB+Cg{L;rjB7@SRJvQNQCMWUA0`tPlIrW}z0pf`igvDCL6iqb zma$s^J|9Q?2{Kv*ROcsT!H<3;WzA-cO!4Z}C?7UG0+3B# zi;c#OA1@NOa3jyL(CdC6up}AdyOsFeNJ+6}G(g?AZ@c)qi}CSxoNB#Nls$_# zY3uqaU9Bwgj*<@av;Ypw<1bJL)C*1{Qk}={I5~dvKE#8j{2E4?Q$AQ*QB^e)M4|YV zR}CN1Llz%{p1~-h50JKCIQgPQNb5o}GK`TBD(3GQolgtV0BX==%BEIJ_ZQ~phtO@H zeZS!TKaPMq6Hd@o8#m6KFku3d@unkDreR4FxUWXB)wuoy$&6Y2qVDrHbbf=`nfU)= zRF>$zbltjDD{R&@_B_BCpUa=_zpn(fx>5ON?r1mec!8&da~%5+vdxsHkFpz(I!wfP zKJ-I6tuK^2Q8sF-hR&YtNnM>Y{S&Lm)Re52ZU(U4St6~lMf7+=I?M#CK$Zbaz#)*3 zn3GgfbZqFr9=t_J3Z`(Zd` zTSY}gV}}kNl*ihin|U0YRdsBj(P@vyTuCW^&-i;xo#V1+nVV~zP4rA>41i zz2m6}ccd$ci388fHzO$!Gncl%95rViqjoO~!`EYTn_F5!dFrAVPg1M)H_zd7pS*#- zpWU6b74|~Q-Zk0O(zpTrOb3xj1O??Fh6yHKb(S0p^K0vou>6*@s%*)WnGq-a%BXTn z)@?2Tb*MAE+_&HTH%{>vFV-=N2b0O}Vh51jaW*P;>*n*f_5I(T?yEk0-Qd`Ai7mx% zq|V>1d-rxLSFSWQHMQl*!W&FBHEmBL%08Nb>9E^B)Hf*62Anu^_H3sF>A4d!w=**( zbSBBe#{WkoPM$u!qY!Jm9VNL{92z#u>Sue^AJBMPGRY2HDE&$lekl>;sTj&B%$T^|zZh1$kH+e*FwrMJ$>4Z;d2sI zbK?&Vms(PDrOzI4$$~nD<;fiMuvtW7eIu3n*&q?|NQ(ZkVV7_VP1~R2FN-$sS+A0l0e$2bLTdZ%XO2S zlTYQ!>gyHcE*#oZKwEkRGnoNqRa5#@E%#3vJV!}w?E&a;RmP;`F&qv$z!%E4ghG~x z0X{Od`XnTHa^n$@dR9p@&Jm(&cR_1*;-qVLo08C z*@-N2s*B&5t==5>*C^=gzR`_&p}mtd&2~doV6lDxeldn9R2QlpL%|c6K{c zU$Sxu-I<`NskD*Vty#19YqCTbe<1wR8!uC0?31`=#yiV0#vF@GOm^>7UnO^%j8|xX zqwrI+SLs3R3VF@PcklYd#Kgp^bdun1yuMDkD$2BGbVi}==iuxv)}I5CUSyTed*j;2 zVeS)>KSi=@>NJcMlp$2ZrWPT4Lpl|}5{o{2wj-CTJaOxA&gIFblx@x*HJM5s*(K9Y z|C;5UsEi<^mWqC%%=No`^y;Ncq`_r;=D2P38Z=LI9yTm)Qcbr$4&DRgHCKQBnRESE zQTGs;V057(Nf@`KsvFJVl)2t&$td*ie^N^(n0S}yvCv@d5ksFBcRDZV<9Q7p%#NR^ ztmoLxxaIShAXOt3ew8V`t({s!x~C#55hW(relA_^n%nqIHQDzpfu>DzL9Nqnq^63b zl<~h3NwUp5+o=^atC=6u>r8Ns_Fh}%7L>SVwn*5xil9J+|mvYPY^Q*k5oFJnJ3f)GEs)ouAw|Xl^k!9Ef-z)eF z#5)8Pj3gx{DX9m&0X9#@$v@fIJV``?H7rH{Gl z{Ey{Nbv^2lf^Yzj*U@sQuj2Yp+0&Rhi#>g?b6a$j9p=ts4Nck85im_YcdmF&J$GgJ z^3)!p1435wldjQMn^dcBPG32HZ2!*-c}rri1HBXe_pR1}xm~RP_q7+Nm3J8a|9_}>O=0x6 zw!QxE*C;#XbGQHZqmmst9{%^EZ1lv}2Dm=@f-R1sndua(|NGJrum85Yv}cNHoY%xf Q!ZXKgnuY15skXcSKjn_wz5oCK diff --git a/images/julia_zoom_5x_best.png b/images/julia_zoom_5x_best.png index c1713b74c9c07c097cc5c50ce3fb2c1cad88e821..50d3ea4297a7e6e8906abde6c3f52a30ccd7b67b 100644 GIT binary patch literal 46284 zcmeFZ2T+w+n=ZP|5$!f3Nd-|spp~54h+C49ktBj38Htjy%>hsl5J?7dmYhLR5fD&v z#sF-|Ij8e1{AcDrGiT2HbI(lOx~DExT@Awi(pu|%pR~Sv=j5d5*6&_Vp-||kXHF_m zC@YgFl;vt`SL0u-x>$DOe=DtzQx#+I z`3k=Gv-bIhGPiYiEyuOsE9gm9(uQB(Qmjt6uln_ETO<73vNf#vt_ z-J3o!x^m4LPByl85nK`y+6F1=*0hTG6V|j-GBOX(J~{ZJ%%7)y-1^OHItGD{rUIM- z0_jQ8S+Or)y}B$AXxrED`Yrc+ zn)z8-+1k13(eXjIMGb9jZToS}$>k}HK|kbgtfm{7nI4?z4OT4=6!dQlT3lpf5_e4f zWRN0Y*3>aH6*?SJktkx@^K-bErT*^ktTvsczHhnL;Q04Vba!ITm?zqFS2g9>Cpx>h zY;Ydf#3T}R?8a)xuh-YCcOD4z*mdMMPT134u&56`RE@>rXU_ ze#yM5w`$Fr-d6ke{e{aZdswdB{0(>E{z^Q_%4v*4a`r-Jjo^_Z=Urwel-1Op;%+)S zJHzj=xT@)WczFKw>C^c=US3}Qy1N{Eq9gk}J0}hXzsh^IiBagecAn#*g9pzrGc&JW zzg|H}>B%N$v7bXNw93%>p>IXX(F*$=935lSUSBe9%}%RJ)Ul|a?3#a(Zq^)87q3xP zSt-A;u;4gSa=>MFHLUUEJxK`V#jk3Y`g!QH=m_cMMPv6UbBfrE{Vjw=57r+aIN zoIkgg0-jh$PtUU-KWv1lRO>DO$#(VESc%V2xGv4{* z$E(?a9Qick+A7h(+#i3Ooayk9AN$Da6{TO|&7lx>_piVHs>yY*E`NIDMAc$jb)bNm zx9%>1M2C|nPbS!|S+mCE)6*l~VR!GY4Sc=BbD}VNI`mbj>kKtm#8v^<#m@l4kn<(p`#Zb4qqA*$jf-y6t+LW#i-!Y!6J1F-QC^BHBpZz`Wjyi4Oxm$cld}{cRlpu){2p0aZ%zm z_;e1J(r?_9Z5#W+izTtEJTTUxJs;QQFR?JC=dw6IIWzUct2Wh0Q91sCGG?}jRmWYG zIJFmkTpCTaPNGIeM$g2Z(s8c+IyySF(TY;zJ+&#lJGX3kxmjZB&tOq|6+ExBt3OU> zWoDl7#%M)i{v8q!P>~H3C?Cx#SeP-%TbSuJZcGlJnH)@9v1Zei_xHCqr5gFvC1}Nd z@LbQiv&G+iebOl=QS+t3nEUKp%bWhVl zRWT^F`7Tb|d9*cg{8$A=#qBICi95Bg9m7Q2&2RkV`;Q;CV?WP(FpD>dNC*iD)ia)XPkQl3$+^E2x=Y)~9*%d?#t(sh{|E;eq<&BEB$M#wTu z&(6kbWSEQC4+QPt(T*!-c9NN$98?WBdU;?fUyaYaMQtm)Oj1rIy5LTn8GDW_RN=*A}K}W-}~8mW4y(Zl&`n z(SIt#o?|`MU0wV~fXwa0#Khs5-o$1`r~b71jrgrhun2!;{T1QLcu9Wanm_Uv7o6_s zVQ3BUF}(;F!w{!f&3A2G8QRiQgqix*v zM`46GCufAbd1HMmYa=et!Ok4LrFQtxXr^rpYN*)9vm^x}Dp$^Fei_{L({e%XP?4 zWT3bga5C>*Nug}Ib@Qf>DIUOcHY3a~hi5c@9oO>)1_mL5>^cRmc_B^%!s1h3Z=5}I z=21>g4x3S#A6HX`Md)t6E6=e=8y|L8g+JIWXdZ|8tjF_N zgU_GOjrZ19M)b2RPThINZxV51&1Q~6hp669f`j8T+FdpFOZ(MmSma$!i77D^=q(p) ze^R2K9Q)?|`%?)C6A$JeZ0GbFys+WInKO4=O|Ce&q$DTvUHyJCP_H$|-XA@wyw@pm z@{~9F^Ii89q)gYws&ekxQ|Q>2GnntghMN>&WcdB}7abk?{ViFFvd{RwV3wj0Z|BDv za&>jJn`dQZ<+tlo!>_9c8p^%)UU+g?UBO%F)oHpMsp`Y+Hum4&-D}o<^*+!d-)Phc z~ri6_usZ-M?_?Z<5?6l zbdq%P17l z`UEXSef_X>^VS&BiCeR66)#?V-qO;dzw7oTJ-yM~$2t2C{$bVdx#@dNw4!l!gvZgN zN5{G&Lpk{PYPzPTM``=#d9GyohKu7%ex9rSoME>cFG_KaK$-E&7Ei4lyYg>YBR^0U z>qk1v;yIt2Z{NLp>0E~n9U`R-(|YiynD8xazu8M!Zdh(UHhQCTL4WP`DG5U>Q+H$G zyYlG%PM(C!Od;H+tYU=B;}U%ZJSQ?kY7?|(J&m~!PP@2p6+3wS63TQm3vd1dG*H=Z||3d zg@5+9O;2M;~CkY-Hv-m-No z6LUtY#*A`|5;Y_w1ei4~fxR@oAY}^Wbw9PU%s)dk{c_n34@O}H6!E%&)*J$^Ja+S+ z4HUGfm~`;=_GV1D-<+g-gDu*i{F!$csye|}7|LwddB^<9AHBV?qzz$o6l`o#@hAmx zb0v-~BWCwAG+x+qmSx7p#W~k2{T8DXZB;zkiCR)xT52`5dj*A3ycP^EQwoby-g~Ug zX|ORhQKvu~pljxYwT6IY0smnUo1c#WQv4FLT3TDTGczZk%!p{x3tStz=z^t<&ROTS zFdE88GeSoK+6}{s=F-V;>1s&6T=pa=DDJE;hq|goR!&YV7SIe99{;6xYXcV~=f`}2 zh}rG!?Z^8Xd3EX)e_LuQFNy&T$3hq9q}Y9^;*MiU!hTqcsJ!2eFYF+&&Xe;XH#hfmKF^MJ*V*_mhFOng6!%=+ z&4($Jf%8X>9C;>m^<~?&A9Udn5iz*6rUJKu{HgC7KwG|Wca(V9^*2QyzqS6Em_stT zo!Y4LCyG6pstrS3A^?t!hrhp{em3|;ibdJVDp|myEe_?grD>r*qum(zhtwJzGaOgb z?BQ|uZqmXFN&5lKG}A@}ENbQ1iGDIS`kOQ4IaL#$0J*mcuJ>dRlmk$HCgGAzDhkkC zZ(n1|g>0K>ZmsOF?&`=`%`B_wf@5xB%_io{TT*g3SaQ_=rZ?FY48hTrczy75G% z#B5xMW6z<$BY94fby$Jp6U`Q}n8V&-#7 zEo8+g$CBP-3=B6iHdcePo6UIcI`VerU^jlX4MqO>^F8yJ?gS!}o>#BqriJzJn9cU* z=VPZH>`(@hS5D9rroa6nER4;pIbGJar-mT^IO~inUyh?%DdHK9H|TklR97p43)wAe zi{Hn}3bx1(jztjb$mFCyTi#4htV8}9Hzn7>2e&T2ZwVgISxqTy_eRkTYWr4nhoGEy z@7^_}E)ErKJ`F1H@a3royW85@PM*d^nN3j=qvEy(?0C74+Yz<6$xGa zelx8dJ>CPvco#~TU~X>i!%Oe)(-R!WE*Eq~GxypTgNnGg!#{jgwU3ng^H^kNWp(yS zaH}O10s`Lt*4=I7QlNHHN{RswM#yn2Dy`ou_qOLkW67Y)k&Q(kD=GwzA3y#Oi=nf7 z_cBT$9edG7+HDl9uksm~w6|{E>dvBtR6nHWU7r&qTJ_?@ns|*2xk$O-WQUs@r$nh| z&n|TgEL*6i}p);+R7;NXEVgcCfRkfmlkH5lN`WbBBcBoIm{W!1d z+_hD!R(0RnseP~y0$65b(sJlY2hvUIxw$km&u!SrU4u2{i$<1|l=POn*K>TJRU_18 zB487X#92VW=DnM zP#Ee7HDKvW&O;nUnS6b%(cF+jnHvuhcTxd&IB#j0BqlDtbUb`Qrv(kersL!9cJp;)}v~^_0`7oCo`kE*-^CU4jHOXh1|uj7v8+$+~6_+s0O^63=X<%Pz$ zJIsz}E~5bSS$$nO6_oUz_RizE#!P$rtEpbyt@cZ|M-k#*j^a$d{^#$$a`!-s(DkPj zmJACo`)c=g-`n*$D=BiGmFwo1e!IBL{&%;h%QKlI4p3U;YCp!@(ppYAP)u97u!;0U z^7XgJpT{I*`R7h@&;&oi^g`|tu(Rmd<)?yliub=l~7FS~;BCF8v%MWkMM$e2=iNA15i>Rz%j0&dT zH!Xcf`G+OD4;jC`jSiM{(+0HU>^o}J(bdJSqk|{80MJh5H>peQ&amshz@?sivfX*qgUAl({5=qM>_+=rb5y}_ z>OkXB>-Rc1ImO~u?|XPC1Ltk%duDC5Fy~PIOjNpCwR&(SYv75_?~>ylJ+pUC98Q^@ zc(7N{wBb4W`NE4)p&NvnJ5P_?zkk09G|{Th@MyroyBMpTp!sciP9_yW!uVCPsQJ-= zI7xCx?te+Scj{yPr8!Sqp$eRN@!|#KL{IeDSMT1P1dBabd=)s+5d=RC%bVQXvSrJN zvNYONo(3eR9ChwZlRXCf0tmHneM0>6=g%1zf4ZXI5PXUzMMc$CMa^z=nbfLH1O#^; zzQyd&@pyT`LLfS}EN-h){fnaZsl0)ntbuo(8~lCqCG!eZ?gq$2XsR+|{U-cbq1bSE zFe9kV9x6&T?nF8F+OT9woLEV87nleU8#ojrK80%jPHt*W{I`q3k1Y!3Riyn6e<392 z&5bqE-e@_|WT`+vs09MBX3Q~dJPO2nr7`((Ps8h1O9~a#x|h(E!f$QZd0{pm0*oVW zr1SgtmjEU`z#%q5hR|*J4LuJr&z`T74Fw#CwDSI0m<&R>p_{6%ie!JG8 z&(o(p8P%VU3bPjdVY)CFkGiCcULlzhCRP^RdwQ}WLNiDhN!uB@He7n=em1s-xGfy&$zhtBn&ukv zKtqY&MjjMBv#5naN&1NQHmF33qviED zYyUu2XWJZ56B!58*=1z$KpQ-J_N=$f4}K>wQKfWK_3eigPAbQ$)MCk5#TjC*LR@_m z8XAi6*bbt)xG-4&nc`FR_|iz^-QBJxrw=ei=0a|snJPnVyoRcGsx?gxU9VFp9jnu> zA6Hfzr=F7Pw&;oykoISfm~GFKqc|*$@iqq1MG;*Dr9LPX(}f z|KUSZpZ|6ShS-J%HH=CW)&R%(mp7rtjYF|B#tg@hpT||k&u2g?#@P;Wamk_zf#n6; zOpjci2QtGGt&L60H&#?Mcam&%KD=+=aUwf|3xjXdi4VWqTBnyWP;1v4gtegzm}oQn z{ZyJoySA>bZc~b(*N($#&u`vbNdN(s=xb3oP0b*Q>5i@BPk#UX_Zd9XH2sn-0Px13 zzE<}3mHl>{?Chr@6hipvFBQcj^@xYsM z9a4x~G`}!AXxyHkca)bm?aG&Zw*5`Y8tJCz^Bl)byU55vc2tg#p(l?Eq6V4p@EcM= z++3zR{TGG0Jz$6jT1sPhm=(f6>8<^Pm+YLNdh`(^;(oJo*d0R49M`@L+kQ&N+eV#sz z!kF-zHk^a_><7Fz-T;)lee2d&m{Ue09VOmjpFYWu%Y=M9gHaf-QIv12@virk7S!=S z1#-EKknz*NFq zZrmLPey9i;qIPQdN7|+L>wBM0O@0YWL?*I^a&0JXmo;!HWRGW|yGM)gYi7!svS@<@6kq7cLJdxM4^pdW* zTJ4aIVjahOcH@T#`OpNyaLGh2cQy3pGi&0bRyhsk8E)043cd}%vuJ*(4zP_X5#u)Z zgT?NfFB|0Ap3Pc%alLdvCT*|)f>fsps@S%g z5v89%=<2#WCwmC!KOy%$6S0jc=Sad@BV>+f2=u(RJxWKwRln{(YG7=Jvu+4aCOpXhSfkyf;p7s zf?zY3FJJD=D!6m!4rumEh?1mA!iu}_`qHg|f<@OrS4a<5*4EWH8q;m5fPesEFH}`k zbqo$BCKfDQ@E!wGn}5B5LcYmi^GNaNEk@{%85)2QXiAw|Z4vRi*`{WtPh|4fjmy_~wb`X<3s86a@k*M?t$jQNIya8rc`GE{aQ zW+)eRd^gc$C*3cY!++A3O|_nZ#btWk#z7^yS^cc+>@LSX$m4bGT*sOrdGQ&1ddgVo z+pMjRt1i?z1-u!v+i3R5`#14x(rl)xj>oKZTg|-JW*^3-25sN=+uK!v6BhZ?r@c)D zyz-Ty2aUnxYm85tMj^GqgN+8?vR6{HvrET34F{lcnfi9eE>`1QCZB{iQ8wQC4T28;GF|?V5aG0hX+}ssi3_s3I5pm!#t5l3t zXK7QOQwC9!NOb}n6PPC&JQNvONqAJ7cpHsBKflh_Jz6PQspy6;CUEZr7z)y&_5-OJ z+x4gYa_4Sx`T08EyLWGsmqycI-Tea5=&U`Yi9*l7(I-Pk8kTNLh++BR16v?$p}L#E z$=EGm`V^%n{Nu+nm@qQL&Y5sRu|_*J82xw=jY_G&)#d%WcRwLxDx$YM6SOd&H^>PD zq?JZVss$9W9r}7KJTg+lZ4s(L{5;6jOL|@d;vo}-1fGGZE4NO*^Q6Uk#foGVmLRf$*WE5`jEJ7!Ug>mSn6# z_*vtY%&Q@^PhLPJ)alr)=XA_sYFO8#e~mvb4Ga$tHv(q3b&j4)gBF**>z(>QnUTM< zp1uO>h1>x;`#7|vra4{U?>?2Zr{xCm+IbgF+}`*l)u@`t`nT@fF@YTexRutOqgT8M zf@hV8KO50KA@rR;f1Xq(wnOLz_)*7gK21SE!L$oY55ibZ zIEORtr~b!U)t>GTA82s+s=-Hy3J$`35Ptnm9_<ccXjkiS zUO_N)*V3{wX~;ESpc}+7bZ&-kHW0|Pp)`K*#?z;}%-Zv{u3o+BIP_)>)+wj&A;r@L z^Amx9#c>eQ2%^Mq?ZcVLupN|HsV4WKsOSWl(CSxhV}-4|$l|r@2QG0O%$p?gZ>OUt ztTtfR)^xw1ic!NH=QqNtj@xat*nJKad(_FY`;eB2j@JvtQswyZzu=A~lIAD?39mO2 zev}EK6r^2gI}e|tR(*bP0tzTA@eoQ%N{FonXbO-#)?!^5?KC+cFj|wKrGYhD14Vxf zhJ^{5<;d{xc?eo#O(uzrV;+-;<}-i8FhUMfZ!PnO1vFT9-y}I&(AL~u2T7lbmZ9% ztYT-4>|`!vnn4d!%CR%Uz=+q2-!rctL_p;kzr9~o;*L+JzuMpU8^85$6=R$dE$ubj z<(@;sV%;rp_3856Yd&TOEqdOvS?F^JmX?SdKJj66C4~*zg_EDf-j0HA3)yPdS4DP0 z@6SK)V#cg$EnseLep8iP0j1^gN;OO4na^-cYkNi)wkTe1=_(u zPR`h*vX74+Ja_<5wm#>f*oIA;{7UqzAij>)EW+~P(8YNOsV+u^6a!bBs^j@sc@})X!(ZM z69cWW_H7PQsPiIFX%n>bV&EvnqJR_L>p1pvFAN$Ef)^uJ@|0X^`WIlJ^%&G(vkU;n9{qHGrIoYKJ#mF zK5`()92tZQV8ctz5Gj(TafBE=fcez+&}Kz>H@-@eCihM0*czC*;#MD?+HQoGfO*m! z$Bpj*ToSzx6)W9D2P*$F0W%H=4-O6v(NOEbj)Oo&Mm3AT^7-J=_yT0XcOrUYn`1B6 zWkW;StYcS2a4c?x#BuOD4vq9UqUWO%pUoaV2=-g|TCbRtvw(7gUU_7;Y(t<_#DK~E zqK$c-{r&MIK7}G+x9j*RDXB6T%qXyqut^v+au_&IRa2r%s;yiN);L6=1jx zo*ld+1j8yL+EG<&GAwj_VJwq)$%)P4VN+96jEUBml*D)?9_YSP_oLwG?1lke5h`g> z|95$+aq$H(B@!Vj{rJ&RXc5YAExg56x5fF9kr4$Pq~DmRdX^Ttt9G3Gh%)jD_dp~a zxUgkugYmOEc_XEqWY9pbYhOui20k%C5pwMGRZRsS8ARgTR}8$l&T8|L6FLA)|$;<{O9-gJ9U&46ug_#&0?Vul_EI+LjBl= zRTG^&i@=_K7DmP(T5nnRaMAS@Ye@P4jNcbEo>*eC0Y^`v|DBbStEgr+`iD|U`>AN{ zj}SiD!F3_*-qr&+<$Hq!ka;3*5{v3n*W&!*A;-yqcyK_{?~pd~!}$Of_+Tr>!@ML2 zs8y5n!JhiWL^wP#fTQ3q*^3La@x|3uRnS6Ni2w!8iedW<8dIBNZ-F_52VZ88kCl!I z%duzAp8#}<_qOaOuC-vhvm%z9%GtB`@9*F;?w8bkyOQ{DNHC(__Y;gj=*`&AFHLZ2 zL8c6?J%D$Wp}vw35y2Qxfa-V(=3df5-Lx?K$$m*t#z1a;uHkI z6AiW5qCgoJz}9+=@inBq8Gy+p9R*7xtAZEi1~D4sC8ooc`r&LDPeB}%R$6R?eY=Y) zmh+OE9Co)~FO+!vY*@r{NGuTfR3FxvRmYh-)&!+3xm>q(4?+V0)K-Lo4WHLs&>Wbr zDGN4$FQ;MkKyR-JU6PduEtn`c#>O$FPY$tme=zx+Wo?Mm!*Qr-H4tqan}snSBOuWI z{F^^x+SFSUO?Y_}R1*%>gdlW=nluwtEDq@k7@fFK-X%F5W%aY zs*fdV<)nu|>bYaR^tfCRfgCtb6ad_$twm(ut=qRbkSLY%Wc-5OWXfEU-H88VN=rtY zHYRVn@fUh_XKVyPY0$UR-@biY10@)ISO&1tKQYlFzw5DiTm$jnRT8!1u^t*%?)4r6 z1r%kZT~V%U?fNN!d{-2lN)Z@}Q0eV+3cCyltj5F#z|@ zdVT2>M9#CQPjy#e?04r+mNxyX!2NbM8(nmZ5K)^*bC5rqctmKE2zpaVQ(vR^bY#@9)-u zW72kARPV}kkbe~@K2*43I;J~5qfKFYq?6yUf)OQ04&28FY?8Phn4jHm*06l47Q@ZP zXk;XKG77(hdT>ZYgCI&ga$mvIy`@#?hp45!z4x?qqT_#g08ns*C%@9VAzXA82g89b7s2_TKW)$WYMvt zv@|&#MVn|V5PHkgZsQ=O?d>}MK`P3uZOy8ASJF(siXr5DP#@;gW40WNXE{t|G3;fm zcQcYxY3Va1R(t2O5`HWxqlgIC0C$PG@qUNYWHE0? zd~n%N2`vbKUjVnvCPb~+B0cIx6>`|L3S3(U8sgu4i8r@jG|yOGZY35u8(eLI+>kth zM=>u^sjfh0S%M4OISmBeFq;s;3;t1AuIuwYxJ_OPv1>q>*Ufbo9T<7{?mb3iYoIEq z;{4WKGIem0}RSrhf%Q5{x9S^XBA0hn%h}Zlwwu5=x=`; z3S7RKSu6@g_aGY^TfMI&Nl}0^*ph=e+#ot0^tXAewHeUQ zxMD3$O~%#ielz>KAt9uSrX$QG8dE&d?WmdPplit>-tTb zD#rOAEya(3*P^4N>y%FlO3TPRfg4evj`_Zwo<5o=R>;HJXFBAt{fpL;Vau;e>$a zCApB9ZqYuF)Q%>afG(@yHVBP^%?Nu2M4Tq#(ue{?EDtE;Gh^M>&7;Nd-W?Pb)j%6g zY1H@$h*~F`F}e?jLbxj3q`GO$-TR2yAL+w1Va&R$n|2#=sEP&gcweZSwKa-Z~4}Tqfi?NMgBQ zaUtjQ!(F=8eJE;G&_Ox|1`?o*^Xl+UV#&`e&a?Zpt}Bdn8_x#umHYx!>MZPzXkgq~~#%x|Za`FwNYd(ZUa)uKU66$8J^|BA(K-QU5aXdSe z4yTLD;XI`xc!H3ZCYZ>QTmqZKW$cR-k!s+y_=ss0VXf8T zBd}19;g1xc!xM}|Ob@cHg2)EYqSR+ezK391&~)Ukk6Fm61^* zllyDoGM9-)Ly{;>yEgpYx%~&`1}Az7N{AmCD^wy*Bp9)EfpipDZK~iLMB;(=#0h2) zDIZ#gkwAOAK*#_ zVx}bhijcAWRR4W~Sn*+^@j(nS0#2!`H4uDo@7@>4J==Hgj9kOwd=5210U7ZzAi8eM zLYR08$d}`{{*!^v)NY@Z7EU z7XDRTmf3SHW#FyKXIrwNg~awDW)j#0M;%x<29G!fSsij!%;Js>59x7<#&vPgU^zs| z%f{m2K;W6IH41zo&U&e{} z0gMEq3E}B6I}aTz4-&4JqrNg&#s{G8GY^#P0t(1H1DjlQHIdp}`IXO-t1EB>41t1z@9~dmi zh6Tso_>2y0r-AZCRzBI8QFIl28YWi?u}D!>a*Eej2w?VzPc-N~6SgLMVF<+Qxq+%Y_tZV)@NW#q||Ct+k- zArk@ic7rj0GXZxFqXvXdLI&_98*#8WOh7q-xfz%3z^Ge#9i{ioFJqiq0njIk6t4!h z(_}QK9FUwR0pos83tQpQk=DbLn}?U=6-%tfZFYwauEZ7)ki8I~g-djAECV`w}fs@vbXF##>JHXWbyXw2EA1~g8X1By*0T_%j{0) zwY++DZ|;&*@|Byl@GnJH#$QsE^M<{YmKV+aIZM0u4(>v5%JL53&d8HZe8-JY+;blO zOIYeZ{atw)wg>{tDK_kEaAhRktGa~-82#rZS=vIm_>#0S}t zCBTLVSVK6)-2=1|Y3$UbGIBXXi))k4MNO?(N@!48HbJ%_|4b>2UJ88wf8;yifQJt^ zf&j>bpY`=dB7(4Ih+3USrdW(K6aBGBTcf3O9zCjn&Xm+kLO^jhCWCluU1#Do<~*#bGJ*g z7(KL?Y{|pZ<-1r&A+3mP=E3A6spFa=|cB4n6Aqwf{4d2@cN)$=JddB!!l2dom1hI87vd0x!@=yF~0z1c*Nmi<%^q zK|182M?M0FLr1z?Jvm;lQxC#ImL43WP9YjR>o^qVXt%`$vbF&@UV(m+TD|+I{@vu1 zlnou(ziu2mQ9Dnm)5mlO0F~UIErT51m|qg@_Hl*nQb2-kLKP)$sE1MDxu!g#@iN$0|#QrL$ z>=73e^H|xeX_L8lRCtm94uw-wyu{r4)24#yE(WRsBs42V4TxaK;@BVESY+NuLOJLLZRf@Pd35S9IY+cMFHPD% zkL@kA+DG;Ss;KyZqFy#DgJ=W^g}8v2g;Z~%1QU9OkrB{Cswo~lM6J0ZL_F3@V&)7) zB%i=Qjr?9Cq(nf-x9!|%XvVwo1a=cD0ff{h=@yA*$t<19-5D|SzqcZ1Fz3d<-q>tB z(2^x$*Y^}fP_KUySzywC$*w$tc)Cx!EC0=qMB5{Ib_6MYZ6z_QNI|fT#Pq$x$nGF< zaV;2>zBYQw%D@KusfaU^>?fq>C_op2doE;Ig=44NI1pc{{?U2*j9;TSR}Skp0Bh6; zo70xkfmKyXd5*R&Gu@Fe4_~KwVQbL_FYG`g)O_!W+gGr(vyr`k6GKug;Qmcxt*`a& zAT(waEbWc|9RgB=*JR?ppGqhyS}O_Bkyr>sU1GbvpahyVVWC4|`I_X}~w$DO;=D&AAI9BNTzx1KDnU%{I+NOdE;}5qV|JeS* zO{?$vuUq=Z)0O}4Z5|(Y>uYt&RJIM49GX1#({k(iT#D!2LxxA6{(k1#nW4y+QB(u% z=a%pIe5*bvo!ur~{we6#R%=F^b8E7MI9?jjD_(zj>-*)Exi4OH(yhFA^GWmdqQ(MA z=ZY^|cfMH>vOizDvM8moeSSJ&T%G2i);BNFn}cmi6v{33CDZ8nXA)VaP_{i=YO(Ie zx03Bklyg^p#ckKiE^Vs+^ToQQxa>i`C6MvI{_u@;m+;YF?**XzpB(7_f)B_26&)A% zY1K~6N0`HrSX13dB}K>uXH%`g?w(=s==*EgQDKBuXIQj<0?N%xLm|0>{^CPqaZmtZ zT99=zvaq&2&`kr~rv2SYn4S6_!;{B8lZlea{K>rB`HALn5$r{#xXadNzF>HspeQH2 zAG)wT#ME4yo|;2|wI%1Jn0x^_!|ey#7=l!_w1N>mp+QkCK~<_k@b=+ueh%PFOR^TR zaY`aB4Qbwr7k8MSAuM5tq_6|hC066LsrtIC9J6b_6WO)(3Z$2WE z?9>rFUj3e$XyNWKALF7}Het}=YH0Z~K|-(X;&6#nZ!P=Qw2FL~DuHZ9pq%2K1e{;2 zUYoRDA3sJ%MMZ5ryq}7cxOZ;Gn1!Boj{RVM#Wnn#jLL}MfFN}QV-XP(!vXcmEjSzd zOv6yVZ3hBup)1l@7Kd4^D}-qsgzx1#j2?9u>6jaflq`Q;%p3@b-OD+S++^TccjZ0U z7;pymMIC)2z0+v9V6V76bY|NRl2N!l+lepuv`nakcx`R%^!J?wPqEvhqfBSPYLjSR zl8CA?DF&vp1J{-JAjT}?;4m%ngI{`D1>x{FS%`Tzg=O)3F~rP&mGI-y2|=hr1R}Jt zE5ZVXmEx11@YaS|P5V|`GHMCgJux24m2eCK!I0|d8ThW8gHM(E#Q~>C+FL0(<=iC` zsAy=~Saq4MhK^+?rVXD--C=mPy$=&Fq{U2(&s4-aw45`8e_;~ZZdpX<(D%A{#BFiX zEv;;8!H92S7@%2JUvk+7M>v3pGIv;L6$nxzvb>s{X<<}BbQCAN@ zo<9sZKXO4nY*4X3J>bb#JMgE-x0_o>0Jl3qBcqu#fGr2IdlML;)sP)s-uic#>^|z= zVe-TK3G^G2C+pXGu}DfF6;TOy!MGR+q>zj@N6yWXbC$sp5alP>23MJri_i#ky14xe zwk`2qEOg(gBO*AY5xjUPfMqt6xJVggS0<(lbsBjjO+=Wa0swnHO{0E>#8C=XD2o8n- z|Bbi_D|kpyf+W)T5p+Z;isem2*dRd6!KwmSoJ>h|ym0`D`T)qH;jmR~jdN^!{g7_! z`fCICM?_jkpd`q3raKE{yBA(oJva1+Gp<87SUMmLd_pM*bep>4_7QoO0=a`kvrbCG z>W;|G6+`~yBT~EqYN#YnMO5``uVDMHd3JY1i%qpGOLi!X07FbHmJ6!q&p*z=V4YZU z3Db8>{#Uo;|E5mLZ~k+&L^rsO-%cIpBM|0@&~Mk~KvPmu(nmbN;%6P1Kf0Kw;BH@GfWW ztPbxv)TECX_@_5EO9&xG`_WKxwy_WW;gIiH^<;f2{5)UMZb<8~hVV#3l&2g5N(fFn zO6RhcTt}$T^0@NP7{al^c1fQD@=Lu91=Tdw6>HA{FMP2=hl@aYRYw%8xaJT(Q<#3j zJ&hh#S9f{#eX^TU7#roRJ044QVb@s0{otj#nB%}(N~yfWCB5D;0~Pm}97C!bJ=4cc>G*9dn!I$<2@e>R-ab?RGpeWDKDkP(W&Zil?v zjN%GA^2g*U#N5Fw6U8R4C>IGVWih<8AnW^mPBOO*QC~=7WJn@mAa{8Q>9xJOi0O4B zK;J*=G>~-wkJ|#OUI-g$&{josf_zF&_)|*rO4W!}-` z2-u(E+j`OLHZ(X^04sHD4@fGp23GQy=FVb+di&2qc6e{gM!^=#6Xa6orivvYk-Jzm z=-vrOQmqk(PyXR48ll8-8JB~pr8)v1$pEdMw3;fE2Y{uR7tL$P2~Tdp36Y5Cg4a=* z=sF&Ygb+I^Z=gqcZB3QVUA)3`Lq*n@8#GRx>9e4tuNm;cLaDulO)@|diw3o{6_$30+t#0C?(VxkA(0pJl4gc(s^m6ge6RYBKcTAn5M_{3a?Z?0-$f zIv~p_wm`h3iJ()3=qDh~U07mr%F4>#`m|vC3P>_3fGsUnWn6SEORMLAKP8qK8m1pw zJq?&d8a*JnHzB9aArDGQfY8-TD{RR_OfpNtv~gXWZKr+Wt<*e_8S@1?&8I-YLA?P| z3@$eB!<^~q=|S@E(v3tO?OY+e+=xX_irj58^D-52o8CGuGRf*^FW`CxP#MO0YJ30w z(+{|_4;D<9Ta5HuxQUVq=&0rP1+%RW znZ-q@R#nsk`>8~9MU$aDzp=^q$(2-94Ux61cr3*n z06{AMMKf7WQ|~ZAmmw7L3D2YXvl+PqQ=gS;8ihdrN8J|Y4yz}#g)0~Z*8>Z-QM8sS z3N-`#VqSNZT(YwgsdDWL z6B)v@eJR$MW#+HVLaa&;WuYQjqeqZ#i=4EKr$|qfOrQW4RF$@`xfo(noe4-M(*_A% zeMESKQSwHyN98gYPjq~+xRc!`@v+Y~11-W3#Xm7vkj)mtP#Grj4np?MnLia9&I`GK(G>n_WlyM zzCmcw2CzQT^e~SHNATJf8ZKHE$vwR3>6Lun4BTodc6&rIj5ujwFYdl2K$eA=AphjUPq>`&C zy0cjxP&cJ$lW2{J6S$7%pi2Z|mltMdZpUHW`*hWbnMY0Bm{o)J>>Y;K7o0Lp?+(BX zS@02F=cyqv(n!ZXpAhVBAcvRWKy@P9>j}km#g-w9$NdPp{IB^;uPHATWJoD;;N4dF zPcRR8!Q4GotI;fo70ypz0`3TB%ZR>YdiHj z4wjK7%A!om53bI#po!@5NKRX^Zwk%4PH(!wd4sO_MkWzH1mvtC;I(ok=Rx_s48gM3 zbP%jZ-rJ_X$@YddSmrY%VbDI~c{7k!0L?w)O<*1}DiuER66%rW2p9!m83()6wET2| zz-eo2@>lY+Jp>$VyX zUiD=|j;s>9zu!~o3-1P|gXRR}&c{n#+>DKnWnGtiA8?nuY zV1O`BN&xEop)W{c$wbGK9X~)~!4444iOge-Q~(W3vW$3)1>#Bn5lgD?rrnX8(tPf@9BBo=2a7NiwKwN+HomHl>;2jP5SZIVFIu{BIe zv<1aAOg5kIR7}r0DU+s^bhHNq)+~w*1Ju$SGRS3#Z6*!LUObW(|-zEnipoCt@zcs}A6Ab~mi&SbFu2&nWuqyyp?W{MV8!?pr|7*4FmK5+WRm{=WV&`TPHj zRQqoa`k&Bw|F8LQ{M8eJ7!~#mNhc?Bw}A<^lF+sV#f9vV#O^Go%BK1?w)9VqE%HSX zI^=$Q%f)4d#aBK{=CPb}8MJRNTg)FTnC^V8BVeftZfENE8<}JOtecl_IZoOA4jyMR ze8k)4ua23iW@*`Rweusp;dmlLVJ+}Nc|y)W69Izf{)E~tVMp{8uhVk}r8)fhY&cnR z>Lo@mXmh&7S2XOjn7h>9J{i}->y*$o`olc-H@m~_MF;inO3YIVIr*X1*yv|Xlldh_*G9WK`pwD@T!p<-6W z-ddgaqWNIZc4<}p5^HIRaaGusNv_M|{u1tdqG&~k5TsOTn0H6XR!Q5M^8x6vpfY)H z9Dseg+Y8)69J&I?rI5Euwog$*6mQmGg!tPHs6iku-c!Shw?*0# z&@B@p=8)H{gYHc5Bhk>~;!Gc~2o81E*PYhAtS^-)fSY;?NyL>QG98$LOJ z3(|BMucb#8$eSP^*mct62ngcq->^Oa(1#*UbYfv}3vV{O$5IA>m$1hcyJoYrw4GWu z=LuQEn;8z0D84s&l^Cho$O?Ib?8c|eht72zFv8v~`0Iga4))T_#DOV1J-y@Y@&Ksb z#I1%SP~(Yr6wp$u<;p-L2_f*P0N67#yXMP=N@@+$^(oO%@QxU&H?CSVK*ZKqPNX}m zX^4X=heQ^U#1R(MG;Ai|Cjk}lA*1k7^!rvnAtjv9U6#F&;}LSF;n0e@H{hie>VsKOo}+jdj^Qq}3|R}ZNsN1 z8h(`6KcOWD0Oi_#KtkZ(qAmE3q>lt)T1>alBr@ow$TCan%)ICHFY0i;bNDsP-5&9b zuB#`~$^#1)Z6^pp0HzKu**$JKz$M> z^EGjjq4Tx_&BDR6b_u)_BR)Ka--m1qo;)r!JFB^=VfB1x2LgrI8Zqle9_Y;NL$cf=Sn>{|)fs^4XPEthK-%rUj3M`TTizb; z{x3sMy)8vO{}FUz8*Jt5eX8fF9$8Et5vc(AFb+)LhmvVrIIDU6mz+#o3c~b*tSd?| zr>*~8IXQnKEwPh;B$#PL;OGJ+kwJm$sj-7F0mvkaiFwrK=jRsZ(Q;v=bFrf%Y;(Vb z%Pf(M8=jF963BVv(n+L9U%z<#VC~1v?`G&1XK(j}5enLP>1zTM$UK zzz5yq-*5k~@@@a&eollSce9fI%C?Z^&>V5<$V6$zXicDeXQB9Jnd%R+K5RF#HFI`0!$>WA&1lXzz(+lm6=;N%X)I7-Qgwo#5i0@_ zaA~q-1>OyLRgKQVh(D2!YG;KA$`|mZ#9ovG6d`>Ph^7L1w|{?nGq)6ztr9VzJt|@o z66CNo${HpHEvJ3n9BcA1h-@eFIThG>r5S05f=ft#3Sb>M3`mzF47y13`GCaK+|-VnCrE=vpa*PIz6P739;dp4h|+I8InTKv{?f z95ro7^0=)A9jKHb0Tc{I`e{2 z*r_3qq?MGFFQW`6D%NA)){@>Z`Dx}k@?HiI{HH&Q;F#`Q$NmGqo1s<88+6p|BlIo5 zM3;UOhWI53RiS0Y{|<@R>CLL)1<*^(dLkvX9K~M1ifwSZC{t3uj;B}q%lPyOiBQymEck(S^1oDGd%fDC=P_ z&-93YK@bx4w2XrJ{?)w_KMQ>}f07WN_;qUyN`MdAw6}NtL!E`U-jQ!9+?c)!pzD`+ zJyiRzz3cIQJ!lLBvyNaJekYD;Cb2kOY4P?8u8(3$PaOT$Y}+zmy-@<{>D>@3@L@yl zr1fhH)|CO22`Cc1pUfa>aBy&Vvyn7BWXVw&B6ZOkz-8EG?z2Cjo-fQi(err8X68C+7uj?F+<2aAgl^XbGbj#0ZMce|FfBq1^ zWxROA|EDZ=YU9v=|GTga#nx}PpzLtvXg(}gl=way^nn~ldX{DgCCh@Q%DGn`c#5a$ zzEc!fV8S?&t59}47VQ`Xi7S&N>znEeMB(%5I_~0s8Dx;;!-yZ$)(=kygPJ?ju>Lvj zmxKP@h|JQ6@OruUK>o|eJ?7f)k?x|W0)k+ft5>!YvSN6Fz4weTz0wfD=Oy_7sI6F; z@@|`N?T!V)v3G>?ogn?!;#uf^a{QaM>-(o`{Dp+@G{|M{CJ~7LGqA%os%_GI^sB?z z8vhd!k$NyM?16nuf*>E=b8I|UkvyE zv}XAK;x}J#q8ktg=_K9VGQe5Jb0RooE1wmisanGL12@1yFdW~%ydJ~Bwp;ZD$q%l? zzfO`Q2}KS_k|MP*y@|RGPe?nm=<>}5bG|bHSDz0MxMvG={s#XpQZ~0EA%*&|@T6^5 zrAR90VS*7Aq>#YO6{7wlR70}$_%99DTSrv@B!b=%s^ytqP|tY7xGdqsiytFSz2NE) z3D~;c5N)}TrYL%5$O&yg9<*X4vnfJ^cD2HD)rF(}H9xnllp3s8-l62Ko`pm?YyB1r zX#&=Nq-u4mS{hdUY(!opWFYGSA`Z8i0iOpTw0$I$CyBZGnn>g=lfg>t z0V8~t55Hb&1qM3{k1Jg4ds4;{-O21J^9&PNB-46+p`^XzXY^3j3r8~uKPN*NNb{6csNjX)2 z^oG;zE&653&v`rgziq)7fL*SJKmXUict%T7vgyC1X_V2in>I~=PEVTZ?WQ!w`uFWk zzR&#xy{*Wv={J&!Z)Qkpn8dj(UVSIpoUwjI~H@`RTnd`pC~k^2nq((VyCodbu##$n&TFs#WVgmfa7j` zKdyFsc?Vmg^3X=T$?4np;pKuYV0;X)Ik^?b5+r@)&75z`_cvj2c>_uOM7W8<5O9_dmtZ(7aYb0nqLy$*vScXJMw068TsMByih5)p0qr-t`8 zR^7xjAd`YG|IqLM%fhzBNlE{W%wc|5poq(}%}>n|SM1MSqd$TBL~T$L@6pC)vw%T` zs0hL>kvYxJ42AVESmQ3*G}7hi63u1(B)Vhf{&9MlgK` z_G7>1x{xd+Sek0`{U26ILi*zX$#rB!?nRIh`n~_i+fX{4!C^XSv>=gi zk~jdhc}h3ke6J9{!t*}nog85z{

      s@D0p^W%p^Q6Xp{_-$r30dL*H+6`ZIYwe6Wp z)*2s*TbhdN7PQna5Lg~n-w0?;%*mEkH3=p{GT!*#YVd3AM2jfd`ccU?-9|)e=zF#M zT+H(3WyX6Ob7e*sAANmxPw~0iXNV&ajqTDW+tm4~uK$|Y_Vuu7?WF?3=ge5z#&^SW z-}LYAx&?%r2effd?s`<0h?mFnlJV>9fIRQ-EFlVj^$=0BDO^TA9ygNA)Rgk7&G<>D zW(@(vnvqbeIqU#JG(moeTTBM4i@5ANkb&(#y$#wVZ{w7~M+&Qngt=yk6@p?<2g&!ZQMI`ogTs=6_& zH1M&T-@fZ8vsnZr)F?h59encVTzj`oAp!ZYkT(#2{RGdCP*KR?T7GnC{lk_z?38Dj zPqCwKjlCDuXL)h+m*T%l;;V1gNWtPIvXzeCF??g+O3X zw67PBWx2mpGW}-}7BuVG=_P8~f-q_K3g21YN7s=Ozuo-0X*j~IN3@Ci8Eitwe@X>{g52Gj5)*6qg?sQ3!F0po-}s{$l?S{V%q?7UH}0 z_KT!?`M z1^lJQ9Dg)s-}0iHM~R9+;FwpRa%@C5*-p{J_=~sGYis#+1->uN{xnMaXg^DSI!xYt z0nG{_gFs1ljd}Z5N($^QVw+$**+xHV$O8x-c`P33W6{P@^|w$XyxnsSE=fm*(0e%eazfP zbLI%62R>Orai=!Z&SL!L)b20zJc87= zhjAA0M;&_HK~uXh0UODwJ*4ey+KiU&#jRdvQGTGJ+s|}BY~#%imWnvh-D4Go!*9p5 zkBPV2MVOzGX`X+nL#o?b3v?A4;tunsL?jdwcywl>jQp$ote9+ME}UGb-0ayT=<<*@K*QXnJI;np8LkQ(~&Z#kaAmc;iFMl zy~77f-WO%+Vo}F36d;BN1O;^s^N5kKEw9EL5qP#Z_$|NFTKf>^Xn!{{fT0D`tReWQr?^D?|7Ec{hJBrvwpo@ zjk0KzXcmQh4*?Ra*v$KsiOUzPBFZ$^D!1r}6Tv4DA+Q}$UJ4o4M_Twt92qa3xY|^) ztO|%=RiDwztp!~+j=AIYT+6F3j!9R=$9FxT-1&l=fSn$S0S^vpB!X%#O!KVYcA(1G zS{IG`Q*(DLMW7c*fBBfSpELX#Zxjm|Q6Kge3Wbc?eR03tQG<)OT*o-Y=&9e(x|~AT z%9z~wo2{e=??2qwaaC&VB$2rUO0&MjewO#*Ip5x{e;+v4W|Jk7?|y5G_Mo`XLajPY z=q$zb2im)&#*4zWfA4!ykd}{cye8^)&XKDUM5H*uBI@itNhBRIeE4748{pS&28h=3KQgokt18WGK9M$IQgh4^eZpDXJSs zj677_G~n_2#cHb8XMHVS|EnmQtX=-_(T$^xO-q8RN=#cm-*7WEH4+Ze)azO#y3GkFwA9W#VId&R}keC)#M%m4Np@1mRwmlB%Q_?Z4V za%39%@6%lOr$CsWkgCuWm;q#p)mnTc1E#8V!w2m|QIUPaOB%)9D($ae)gR@(vM_G5 zTDK0d_Sg2_)LmO`pAZ)pgPKrY?kN+R_lk-l{hEKes-C}Op%=FCR>+4D!-j=LMn!#M zUALQ6p8AsQOn;k-ukHknGCdTN%O+#d5&swT2i zh8>u_e*LxFYcRTITU0E~%{$7;3E8$V3gf#!fBAC%_U+Ao{`^@A$mOner|Cvb2d%K* z2V@oYV>Y%Gdv#k^D|cJ`T+UGlE^=}*{`m3ZA{Q4^49SJ5`I<1s9e8)6@M4;EA^&qd z?$Y~I+JgZ1S5@6mQzCW$gBM15i)42EXrlESWFk8lmzeTjSWi?CK)Nd{Ti~Cq(yLc5 zJRwRKe0TFuoSVl`hH=}rZC49_o`Sr*JmLGJ$|}EEgS%tIY=J8B(9B?J=o4z~Tfs^b zxqHsBwzix)wFB-0yU(2ySzAud%H3V7Pw(Dhr`)_VR-bn^e98;vp;mAJ%*?Fq?WbeW zAcQ)UfpTQR?cF=J!As9_&6IUBx4g8p#uBZ4!f#X+uA={7vB{B~F!ZZj6ce=O0GBvLmNgtZs#vvJc-orA4Nq)TZcQIMRk)SgK*GL#hwJugzj>NeO;F(+0ixjWSzqv z*6}DPC}4vh!)KZ3O>MPj-#&RJb)RyE<|)6Uz)&}l6>}FC9lgA~RN0#&o`Ia4!U2{8 z?KV?AMyn`iRsZ8eO3Fb${9tf&lg8{Ml3y^XXV0Fi@%D{!D{t=iqo--uZ(+p{lbWiS zzVE;nqf1MQ&TZ2=)9Y&E&tJbxEiAg?vm`k$J&bAk6KI=Lygqci_2=8P&&6rVR3~@9 zPijz-C9Ig(uB%dzO8ed;7PV(((C@dD^XU&BbVPQ}wd#Nu%)9sRgBW4v71@?=SmExj z(!Lc_x;~DL-@chryvg(?JLTp0;pyf zLzCmjW}L(A3Xu6yRm$}VQyoLbrjfYP2I?dq+qR+JbIJ8(BYzXxPaHec3ZXc!Qu9Y(;T zQF(;OnF%OVp8&wZ`2yd9epoL``F3Ha9W7QWg)+v(_5e zI9J*S^SgHL+U1kg$NW?`GUr{wpAHg31OeSOB07>eUq^q}^n5HoesiX${~qjbod`9S z8WBt1rjBJm-@e?_qHn-<`B~jUTk{`Ak1~BPzIyrcHt&&~y(H=d=7;z`IRS6=<^td@ zTuX`CPMj%m#@!EZ+0trogt@LqkF>{`nQi!7Qr3LwyJG=P@4-}6?-)FlD1F&gusmt^ z{Y6^pb2(%jC(qvvE7S%J8Zc~F7rtrhjvbv)pL7mz?N{cg#Idry;apWcQIHom^dA zq4rv>>%MCE;KA*25zt%zO)a2u^ZCTYk;05=%>tL;Lf+}}q{A}HGpjD0J!@=YB8By4 zIPaQwwT|s1mx_bR9D8;P4az(y*Djn}pQJSS(V>y;xVf3!D#UmK9&@_9w(@xg{1dWikv&lJungdzHwxLF7H4LitD#>n1De?y z9j&bEUMPvFj;XAdlOHujZLeJiJEh5H+M`AVoj5T7XNY-Psa$y{YM+Yy3%%gy#IQ&y zGFX$YqTV~S+Z3I z=d3&KniRNwd&hC>Y9s_5mUt;}|4Yit+XaM=Y+kWW^R}nIRD}6f*o%dDK^`2xNuS5m zibE^Ok68LhE5N7CSnG4vAv<dX_JfP$hhs7uY#Ide8eJtm~d%3-yzgU(IZ&db=vFIv95BdM||b^Sh{U$8c< zM~)nMWyR~B65A(voB$Jzh*IVtT1)f{3{G6R(w$8J5+xb!88c=$uUPS@veQ;mDLxf8 zZtZWgZj82efL&}Bx@D(@3j;|{82PzSq_VB|Ho;BYX|SNS{0OAqeZJS%M}J!TA?3g$ zK4nj`1Vz$9Vua=3?jCE_WC0}YVNG+Q>gzjqOkF<=v~)P#qhlMY{tQR?!~nZ_^Q6uy zwbtz3F(@bqPp)?QeWvr*ETHx%&+VtX8OvRnQ?o)@$SHC9V0+B6gy_gm-DY!PalsNN zrvR)JxEqX+N<+r|)b!H``(2>#S=#!of6FFGIvzn!QrCM+@>i^OxNu&{zr7>ZAu>`C zXUS4ztwCHpOvCNJuH9bly>{(nD=WDp_V`P*$AswV&5dgh9y%1?Yz9;Pge?(@OME*V8m*=Ey?+P)>6hCBT8Y}zI{8!TpxcWE-szQK%4EM zsUWw7H`WfPH3(A*>g$&9A1#34hH-a?Ke#z~k%duES&Hi%E33_@!;YaQ4B5W@{Ad;V z=!0b6QU=fCu3il$Y;QCgJ-P>xc{1(8?n8${@uvZ_t2<|*o|$!yezh>ktrt3UX-rq9 zoSK!qz0GJcJDPB$QEP|rsB9#$EiAG^sDl4 zLsL^%Kh6o|T|X%(2;RE2&4sQRUmI&{HwOo|d+jLJnqPFd(Gz3!r7te_;kv6tm^*V6 z2>v`UDap>AI|%^6WQ2u$45aWa;o)7`eiu$x?1CbTgd;g$70#`BN0qrd=L1WW27qt+ zppR&N{4;)R^;q?7ZO>lYQaMkg#lmaegDCX3((Z^mFlE}by9g||asxjDMSERSB$Ugx z-hAptFXe+{_4LwTyx1SRzt#D_HBV zCe~&L1HC<$C-vpa0T(W4R$0i(y}l`BZKQbN?AZX~^;da0u8^#(tYq4>X+<~Ib|rgl z+q1_i@Iee8hP6hIm2Xo+={F~wnq{K8CoWX8wvO~bwVh6@@%M?WUw`}I!=14md#qg{ z$zOP!sr!^0H>4#LgKcAenWUJhnwXijrhkV3_5m0%*4)~}9;{g>_u&K_} z|7Nzfh0zTgy&w1boAsqA)oF*)$vnS){Zdh-cIe%^H$oH&4-gDR+9~&!pIK1CaO&K9 zi$)wgazuF36(+iNg`L?>Gijo}&oJqP=9-xV)p)i|Cf~fwp&vYS=;D?a%acCatE;Pv z>WoGTZ?Gq<2XKFLy$3wMf613Gk8A>&nCi)+UtIj*-8(5s1$8$pkq&;8ypmMJqzA`( zs~hCLeX9h0@oS&oys(Wra&p`j5)sw~IqF;7wugsj^D)#g?RkexvFc`hPx!jdlP6D> zNb0BM}9bPBO9UAnk? z9a&ZXF6CF~hs2X7TeE4_JvexZY-_GMQ<6Pc5xUjE&CK%xQorR&Rx8^vRlp>-V;5;jtL*$zi)kLdRA7S(Q6Or>FcB8Z3TJ4yPIHZ z+Z)r&FkG~geSTo@5fU0IB1l!8-q^7wG$}k2Zej*@QhWC9-9mY*qOaeV{7eK~BCMTV zCmJ+<%~JOCD2l#FIHG(ABq_2X17LLkkyRuFNgT#gA{Vl(*EY@15CO<8OjZ8|`>U&z zDeq#q>HN>p&6`aE^>4TY%5f)mO}g86FCq5MlP9uJwDOX;m{5MP-o^&4jT#GGU4uF1 z?|8*a3oi8ouh>G8L&UDc%x*fb_T^d;W}ZLqK55b<+Z2!fqJ(W}-UP?2$XAjs%_vfu zpcX3lF`SdB2uO@yKr-z^ceJ9ti-!A;tRE7?f!6{#R#0Zzg3+!(XocTG_ zM>^ZED>9EbY&Mg<&h^(>T=}Y%y|==6%bRy%&Yo>ga1gyBi!`)x?6k)$>2|SnK&DUa zw{Kf6UmmV`gUWH6UF?$i(koW1aCURsLCij$kgzwl;(1=)1c1}s2M%PL%9E?ob91}U z;=3p5S{lAwylPcA{))-hO~<``_^>k;4bBB$zJ3jV@W5QlF}1e{Vx(Fo0HpYgBV(U; z4{h3wn_w7vOp&RX81)cxHM~~v2Znu)8ljU^C`=43($dZt|)Ha^% zWdfa5MsC*cw=Z>gKxKzoFrkA7503M>*nhtTUc$W<6cX=y;v`0{EhRlklwvD-wwA)< zV&dY(1A%*-7cB|``ZGRfeVpg{12c#?ICW7!f*Fh8MFGFs^f=cOEV(02WD~)4cvQ0Z zH+wsjzVD&zma5iVsuir*X!?|RX|!w71R%r5-{+|w2Qb?}=(zvn$!?OU*ob+B0Lua@ z0C5c#hZ&4DFv#PK6uQcH>vj)p2yq>_*$`(V_L8uE;RGL5MPyokc1hlU`}Qcu=k9m| zr*z5Q`-_B$>2?2>@r#!%d4}eQtIq^sj~lC0kE2R|f;N6?SXkKmk`iM)LBWnb*cBsw z^san%s?&#$AG=xkXgF|b^76e}?E3E7_I$ZdU{%|Atv@*XVnA-XMP;}Burtg-ilsXO z!=cfdM2uUsc(E{)6Mr%@gO~*LvK`ARsMC}^d+A8f*%^AzBSQ`VdeYZFe8p}k5N1Mr ze19GQq>`$tKy6;7cn+B6>QHw}yi3;R4Z3DO6DbE3?gXgB{A-Vi^VsEe+NErC>vln= z=i^TC_N!he?*iiC9?LyF@%@X;&{ZymR&|LSt^Ovm6%azFxZbnr0odHIg|rWZG;8L} znSqzv z*kX*GU=L;wc}X0#pFe)=CN>+cs|g4RVZVuZ(l^!&y>ZkPv}O{!16+L~ZO;hA$u9Qv zw{Kn;p{jK1)Ct#G*QU;@#~~8p{KCyt`{R&jm$*b`Re`i{A*>9|r{ zx}&Bio?7B&9~cfEc80fWm%2`eS0mEV#^E|Td%(!d05Q~#Pww}c$9ULqqb}5&_;p&@#S*BN4SAR!CBrg|l5_9%a+9y`q?hyw2_$`VRo_tWrxn`EsDtwywx{jh8 z0d^#_s^U7KNSpl>*j-`V?);^rzW^^ZfJ-1#=6FL8`|^p(3sy5LVvU z$>@h)N^3nurF!q#v%O#%j~!=U$o~%imj^S}@O)}Ap=X4yu2|r3z+tvSBelas*xG^I zOFg}VlpK9m7b|AZIdC7GERXVgBAKpxj~;F~Ac5PA7qR$>ZIdfjDfFb`K%O*RfVdwqd8V^)5Cw{m|b z*$q|jC;T5I5)KA)d($qvc4$!1v=eZR=cbu=>e$hPe+MqGkm%0(^R47dv1ul9{HDWE zXT}3j)BjeyOdJ$Yc`8+v6E1S+sqdwG=K|&J-YpA0%VX~+vCT^7JsIVVu=O00#@)t= z-d0h8Vp4IeS8Gw;Q*vF5jg1FN@`d!*pZ0rTw+$@yputp839;K18!e_y znUYRbZ)IsIiCOa^D%)z;Pc!1dnjOKq!G{h|=+ZLmfQ z-)4cI2tXH{1UAYjr`vKDmsb2k%2pS)a@9~APyq=PiB4Gn9Q}S@*)UBb;!bvUJ8FQ7 zm*iQWK*1Yz>S|XRnXO;~qSyWW=0-2}^ki@#cJUh1$##ns+MM5~Nk>~z6g^%2E=x;g z6%^*Xe(Rx=WN6t>A&>@b)W|eYmb=$xuLDyY^{+AjmG1mJ#4jb;X+`fxX2so zfRi<}NPV^Nkc4l}G%P=wRQqIklDlR7k9b}Z|7}r;iHoxwbRx{Q&*cSaf6Gn$K5Otb zalwte_sAukLBO`K9}w(+l-};^z3*xa9l9&3_|>bv9Cwhyh0;@M^)qjlyR=oAKYu}y{@kAK|N2^E=uD z6v&|+@O+?{TK)y27nPA#2bJBKNF#t=spr*t<7djYraf#J)BMAedjFvAioWnSq8i6a zY!I(y!m?#UPR}^94M5%~&qv?DATVV2-o3|XPae{}#T=|e3-p6aA4L! zJUh*AHrA{0U<6yS!;>pRoDCx}_Se+x1p1ss%V*m&=5WS02k&QUuciq~?nkF9-_+s~9=oQxC=|%&9WHyeq&>F+!*SzEU_S`D5-0f*e3)tboaFOlh7_>fAcdOy z$oFnJu2k7v_H^|)dfhn6PD-6pe8?uRTc@WqZe0NBwhVsEl-}j#SfI;2|NN6tYL)-} zWV?XUKs}u!2Z57lf8AzWG|atwH?V%6UiEs_7hMOCBm7x%GV&6z+0j8ow3?+r@6QW+aTjX8YsH+4zE_0rCm-lt- z>C%{4=i>ZZ{1Cb+0HOxoylIHiZyWB+#BuX8W$h&NoOc+Y3BvTo30*(2ryUJdJjti+ zg0x$=#zVgCK79B=g0EEmGG|0^b8X)3!0BNt74iOeIrRTzNU9URN{#Tt8Eu_-xq3d8 z-FY06ikZVgFPtCM_mOf(uimn<0sID{$h)=Cfn|Q-)GNBi7lr`K)9GF;YxvReST;43 z3ruSTg*K$Cteo6tV9$oJho-kB9gsepSz9Q=hQNrx;unH?ik=e?rti4*ZmU*3wiz5E zpNF2EGnvj?d>LaAxmy$~`>IRJ>4-exWF?QsZ%$$=*8Y}nA1Yz}%OI~)PCeT&*M56t zl`$#+jO)78*4Fx5dQp;+7MN0ceb{K_d!m)6V-|%TC4YNjxFFQvXecGlUc6{V{Nfk} z;N?*QDl&=E0rQ!i^i+~`5bWLm{1Zgf0F2(h_=Te3hEd`XaJF=%-q2G5j3-{7mKsI? z8;7>;kd2Kl$PuNCd;QjRmk8OM>4bLv#y;v#DLR=0lH!VGK;>Z5=#8h9LV6Op=L+ruNKee%%u7oB$5=& znP`j&R>5HXx=%GPT?qq`AjS)%kNQp^_ks#Sffv~Aa7gyLb?a2HhH&j+V{9yew*WwB zRbu6@YG9xM=PX*<`};Wpg00|5wrz2AamY*a_XijsKqxTFsJ2oJ3~dViRb9Sp6B~L* zilX7m@^^Xx7EYdzLyb<<4jw){8<7tuZ#yMyI+==3`riHfCM#DCqpb?0H5Cs^0IjsO z+F0$2;2#B(7_ma?bHQb0QcFPP^Z;N9y-mMH%^y2Qx%T?uQOmYKQjp3M8i_*!V0V9; z+DB42dv8nASASS7Qzs`C39aQF@Gr(mR(ah0_QR=RYCkK_IT6#<%PyQw>4n~^4<$x0 zr#a^Q`HoPmO~+oFwNq{$sKafD(J?EF2zy|`>!_JU51u?{ z-hu_n#C*LqpL;9z>o+f}pQl?MVLtlP7)pC{_3oIit-(+JP}bgdxc2{3lY00uC(aBbAOH6B5g zo%AhoniFy>=2D~)o8^9;yHD?juTAOAkS6u8jaI24^FuQm*|@#bE^7hbUlQLqr`|KK+(VUUD=8{Lz$lskxmwOhC zG=K@g6+Y^(aAZUGoudp4j=*IOQBeu#cO*L6g8lMm=w2%##YPbX6GC22a-2*QI>Cq` z97v-Ozlg1NEF(F|+iy6;hlOjk5siGpS1dP92?{|avos0RZVw3QH2Tbe$A3v1>@aCd zyF1nV)Ly@zA9_VqDZ|)OcB4W)$;`YJ^u1_iSUL656Ka6`HZ%s|j!#WGw(&XDzGhjcM&jH0+zcni?X3v{9l?567vDm*( za^2X(uB-Q7zRcj|6BZ`p{2#+G(h>5C*bMVIg}mICf{55~`EBv`g04k5pBY*bdQ5if zsT{A2x$9C=LXZ+0UOoYU!Jth7%^U#7hL}ZF&hUX>J;?4Jx&|3m9hZwAG@D>@lSK9T zhWm;Y%P5P?tlu>6SiB0%jAtWuz?pp?y!0DWowqOT2ss-Q69DcuucmGr{mJRB<9`G| zs-3Lcu<1kdyhKg!qO>`W-0$#7p{rTS6zJzoI#TyRq3&m71cjUr+^>K{1hIpmmxoAh<|mvgRS0v4Q=CGTLqb?Qdk!IAQl(t&n3ARr z)$22qMgv>0%;>U%g9h@h|O;%C!UJJ z-SGBvh$4#P>bEy@Tx>!p)lSRzj;LI3Zsk4Ag+g#+0;Pb{%9UZLE}R(xWMS(B80Ub> zGk3(Q=CPBZ@O2=^?QZvOW8&1p`4G(m15?T&mQdE*f#DS06VP25?4*{-ZMqa~nr2pNI-zzKkmaqWhWW@K{>j{4n6S8$#0hDm z0O0rRkt2=(@d{p9&`A;qS7~||O8yG>6IO$}*VNbN&zn&{iYlRf`}P9&=iC-nfnAFq z#IiW7@VbeXPT{Dz!E;wbwtGjoljq4jgzHGgE>Qo;+ zbf^!I7b|P+E_|(3gLgu-)dx^_wPUZ=QUFpGMQ!iRo$EDxhku=oOMF;|_U!{G#0=KX znbU(eCfF5UJQs-Hcc|9l5nN*hpg<}N;4&Fl0Q=LX%(|c?msVEWoPnApo_c3`lzzm( z(DSRtWqA6xd1}Z5e=Xo^fK&4`wStV{AjQ~R&_RpG zz+oTI>Y9cIQL?g0P>^KE%%nSR-QuH`xy}|h!WMyBqa?Y@(I8==_Du2pIRcZAjxigC zv=BxFOs{8PP&Iv$SO^6xXv&GMy16P|r`v%~+v5jkY}6e+Iuj3J**<+bOqg(Y!{bv= zmoCpdS_lG3ED45L;9MRj2cQ+;!}ox*hJRf@C}QI!t6e)sj=p+v+_H1)0R~0+1(YLD zVEb#`%z|jc+t5S&zyem9>P?bA&y8&f+H99*s-zc;=sE~TD|`E$Y*$jk@zs>tnl-8I zy}i8~qWbP?%kf)Ul%m5!Ds(CYBZu?U+8AwmOk!#H?hTZ!qLH5>C0mmE;VRYktvDtu zybh=NjheZT8&C`2*?;WVKB6@B^4d_kepKIGGy9pFO_@GD1KG;%-Ma(eo>Yen=>U|a zjrd^mW+~vN9;J35qHGsnYSFWiNotu%ISyMW z3HTSse;nBSvo8r*BxlMrK~%qZ@#@v9${=most!<*r0D)=os4~4wxXMIVU`4%&Q)qh zXnUx)ZJc;bq_f?@U{eU%r~;gqExTVC#ehhgj$4oCj~#I@-ViOb{@+H zMocv`vF@Fboqabu`%G?ZMybt5L>x{q*eSq~g31)Ux8u!UT~`e3nUe~Uh5MifwvSO8 zZ3cJ$!3eUp?+*{S)EGeG&xxZ4z1)1gY7blhKe7z0M;t{#`r!he&6;t}rMduPjlf{Q14@tcLBOrS;xCgl_r!NfWX%7M>!aY2vn z-Gc;}+;Qiti}Oa(D#W)vbF0Jg!-v|Jm6kq1@U0&{a@45jeeMsQG>Nz zfD!2rBP<#Hs zXjkB2JNp^*w2SQth$U!TbUnvsznGu2d@Ehkm6dP$5?BEE5g(a>vwI>s6;KtcKSZ6& z70J0ZVE;0Xz^LWVLwwrH$jI*Pp&gY`x{8a0Tap&bg=!^)LNqps(5{MICb2+PoFwab&wkhKr(JF zMMw%UALrM!0kwfrv2UFWv@GrKPPC6sNd85A%wCcZ*rSECqwcLPP(jjqEX_MDV-S6C z;#~WBmE>r|QKXN%6unlCj$OzdvLcVLDw{Otfys)vCGzEWRZ}7a|g? zkYRI+gJ3mcKop)V9fhJLo0ixKh!PA>Tvu{!NLZKvORCI5f3$UVC)wHc1>~W1ny2u!va%yZ1yFwL zcJ07dI)Z2NUC50obx=d!YX0RWSZdyJCUSVE#f!K8i`hQ9cuLy#%6%f1ro)P63bDy5R(n((qJv>WI>h+Y0vD{rMjl##1XUqJQR4BIFyBj2O9^a zly@m!n9=0ivRZMwP(>6Fe?=3E$#9f6M^Y$`0l5Ske)OmkWVy;de#d&jy48sU zFwSxY_4w*p#^vSZWt2!l*h|ye+Qdn|1{c?-*LqQ)VU6}Jbl($;^9o11pJ;0wrFrS- zB-K44dBi0pZH08WtdQal9r{2$PUv1<*&;gPD5rC2>7-0R0XQ0+iQAYxbfrR|l?;Xi z)ePstQ!Uig)ELj2)h)+bW2WQA4I5B8>|WeoKIdXYL=V(Qi0(SaTvtZowT;K#1r~3L zg~enNJ^G19HY@YB_JzC7=pK4#Gw#;y(fJ5r2Yoo!=54Br)51mmMcaCZ*7FIMHLar8 z$CUB~{Bv3d?KPim%_dJ?$VDJ7AuP#+VcJG}C3Lw5wVhj0C*X_Gp<$kYPUgZYAWN$A2qafyJzE4VihH(lw)XEEsD(ltn)WjbR9S3ML}Y> zudn$afOu1lZW|u>(NU{ZNr zft{lG5(3db%%!IIHR)4lwiTe-L2W4@+k()X6Zy-dQO( z{K$ovNcSS(Dkg;5aS%UuSU_FF@nJMsQWnM-UqMbFEh1TFbXtrbX20X zoHus$+O@&f8WRyP&+l?MfB7-X!A_`7;Gs^$#7G3X%gq<*j2RYzmJqaDJrfE0_w|pF zIA{hg=TBYj;o&6TVB9p{p8-?BIB}?MJvvaE3J$)DaESb^2bZckV8F}9-@kqd z0c#KqU_fQCISobDVb3ppuebT(34X^EycGL}MY@H@<~{4)&h#8^a4X{As(~LJUHnbe zCsYq)5X20YlD^ib;>l*Z1XD8W>W0tr*kRcQQ4RAQy2$m!+(do#n!4Trt-|;#ECAb7Ix|_h#_%i#{#S9Cd~2 zL9p v&)(rcVOI6H_f{60U4)TnVS|TWL6V&YV4VvFgVwyC;W+hKjHMsyGpTmT3hc zZQ%Iua+8)m-9kwCWq=;-cO%I52}HSUCcadE)Yc~F!2>~(QX>~`q{e?vD;i~;OFx6E zLD0{iN9!bAA^fu6I+WXEVTMGLPMknG9Wn(f-mKveeeoXpXSk8QQ`Fv9RZSD_Q`eGz z&6?ttWM?xxgcLKFTS1Lw3JG%@RF*&nw0V}lXjTp_OWA<@HdKg4SfpcS?XWgvF+EbG zz?udP3JwWD5weVfv}obN2^_Cc&Uacf$E2C@s}!T*=T!D1w6#@CWbb8WZe{hWInUq< z@-^1}Z3w))>r7;MO4`v$Cyogkmsu&gxu{0*ZCh00emP@KsTN`W2|Ccstb4zHGnmfe zHHDnL{_woD#t0pqV>E!XfdJ$TEBBF-qY+CG(YwjTH~7IyFJfqk2(qNOACCpJOP$2M z*ZkBXH@9iz>)6qL=ZI%7#tvf{>lq`YTgDJwi=3TJP}Qw(P!2D1^k8de0BsF~>X=_{PSy}z&LQ6iz@>L8KXK0#`n-K7O1yR@lUIxV_)uz2H=^9%EB?d(8P z{1gLZycYsz;RZFWggNOd3 z$Fs{{Weke;8JgFttdRTV^zP19?a`xSlj_g#0sdgjCvN2%eWf4&lr^hR@DRvdfU~Ii z0?kx6lRK$!JiojeO%X0=K?)>#(cUbWrtYsnjFG$o{YdfyfhP&71K>y?v~)ELkx5Yz z;8fr=|A5l_9jp4k_q%$%Z&%M8M~7Wva6wxP*A%Cv znd}Ni!7UZ(rmI9n>Z7ZK0j<8oiSaFPp+NM;k~g_0?S}=EWdkNhS=1hOQ))aJ^IbL6 zYzyP-LJ%#m8?fWY&DowZsE?0XYfyMwT3eqS>1m&b2mfaFfw#pCWV87xmnc07ru`)% z2||?N%Mr9|mkjy8|GxWAxT@%oSXzDyX%&5^2D(mD1}Z28pC zzLlC~qTHjnB?5LvoU}hScvaK86r%$`9zrV*E^an)qBC0xQ5^_TzF_}Ik32!g38tpn z=sq#n3u&{-Kh^g&6E(THVNLTt_X=s+l^tIG;ZRxgyx}=EE^nht^c>LE{GM?1YL>Kw z$u+C5qYEN0o_AZYe!^IN{X0*e)*dp-CawZw+TYyJgXl)(zj@LL=YC@$2V1ktdY?90 zT3?*A#PAWHQNU#Bsb~lVexmI6qd!)d0r1eG`4R0Tc%;zj(bP$=>%QPlaj`N*ypQAD zM>Cg9NNh0-Gm`nh-Pb!dw0$crEiI8d%4jp_6EYB8YJ=5C!V^~a>D%`XdOnE1#jP$( zd!!%pQF>@t*-;}{ce=j}p6+&#(F(O030JO|G4lg{C?!Eatt&1XJrvx9U`fSD4_Q>R z3aO8=m)8iE3v`VzZ$qa;bt$?!p)69U3z45g`&B_p9aS)i3lOC2>g-&b(K%4DaYPv; zr1G~^U8T|OGQ!I&hU!&E=QBsZqY)?rrOq(T3(OyiC^62^P)b5YKN0?(RNDnr2)u~Y z6NfgVX`+A*#dIC-zjlsF3h#&mhi%Ai-T8*VP zrO-l9ukjZ*OSGNR1N1L%R_b(RSm{EUu-{e8d{%c|@2C)dW@yd_-jMvic*#_Jx$foW zPFlKjFzRTbKwzG$gmxZH0T50)gDs**mz9Iwb<5mMY3puKQg(EdRp!-SUPU`BcIvDr zRM_cMEf;btzdyB;1%`xKZ%|TFeX&m{wExy0HZEZs$JS1sQKYP@t0d;otgX9?eu{5% zVuH6`R|yf!+pGbjM*TCxF@NX2fx0TAYXivn8oB9rTqmATjex<&&Dh%vG z5P2qGoa?7KWP9=}&beuNG8^K-sGm`4#E;tGGK(F%ay*NQgNM(4*DR|PyrnFq`0oAt z9Y`=)=(oTrq{IN7#%wY=2~ntyLqb9}Ty0Yqsu8yFnvkWE0g$0(vU{*5qeB(TxLsIe zPtUyga_z4zWsbhSnmXAxBY(8+*%(}t70A!u5%L7hRa8O7XMc(%f%76uv9z<>PJs~B zIF=ua=8crOcZR#sImfeowg;4@`1hhLDsvn!Zu;GIWw$+xzV^TL@ZzC9)`~%=ncX2F ziK+`&`dh}(Y*33xG^KGgPyW9~=!N}mmtSOF#OHc8fBC&d33grYpEz+s%q_B?V5+O8 z&VpU{J%=le?^e>R{jZN;TI7{(276qhN=ixs1h@?HgL9x<=gys*@8`VN3oFyB9y{Ax zQ>W&A;Q{Iv&umkJh&_+O^OYuP0r)GwE53>`49T{`)||pKVK66ywSc) zCr-Sa|NNIy-ZwhE^uPYd|2gU=l!yP*S2kX%?V$Ca?-yUMzLquU|D7Mw(r#a;Zl7*n TSI`r_GgBwdG`nQ#wB>&QzY~qd literal 46298 zcmeFaby$__x-LHK7Uxv45DX9n0VSo4X$%mMZcyn)x?wt1reY32L`tO_=>|nbL_q0A zrKG#-+%I$OwfA0U?`y|(_8;f`eq3u_f;h(b;(4FvuJ>DauSj3qvT^T53Wc(Tdg(Vg z3T1T?g|bp*{aXBuRTtA<{IS~lELCAWzFgMp{)wMASYA@Krcmgvk^fdiiANeyC1&Iq|lL~6Ps7yVDKgVNuzSjU*A&J94uV9{H=%l;s5`;|KV%!ZR_JFPY$Lu z#MRf=i}T7D8b-Z+`_{Da*I$3tzah%zYY6 zm0Vn0sD4)J@87-qXv*I={Jn@p^IlE5SrcB!=e{^k<6J}W5Z=0io^3yF{lXq_Bu8?4JoYD_gcoRal(i7KT3 zdAEO=zFA{x$@dZQc2P}*E&KSZ&(Vp7WoDkz%(jURD_ueP_V9-qsUDAjSe4hW?1ox7 zw6)u=hvb;lB^WoRMi1uC4PFnKbGmWk#^~s1WlDvZvwDR!>xL~`6fa-Cuj%~$-p-}@ z>k?lE)<4&B9^iYxASkz!P2uQd*3zH99KH~x7_0PL)H(gmmVHWDVs1INctXpDm56dEvoc#Y(;AubYc3>)obW z?As=4I}D~6R2X-Bd=jITmn|YHs+ex7YWwrcnZCNjj6Uau#Vbwe zX7Zj}_jh!6v%0&x+YYsAUVO;#gn40ptfIFeC35AeRh^xk;ZadXU6&T7&S$fpzcKvn z%*@Qpu>%JR&1E7t?c$8mFMDofYg;yTBYQq9JUrU0DSdQo%=^)!M?y9~Usx0@)Lv_g zRZcXnjZ-zQ47-ckQOLG2s!7z=w#b`!TC}Yv^pRNQ!c<%0ix&rc*%T$-ym@0>74bm7 zBABDceW*t&fWPF#=72g8Hny0;>~rVN@!>*HD}_@#Kd!o3;lUoB3s?iy z*|vQf^X$KNhq!ZM0dXh1&wWa9G+uNILzZI_V<aGY; z_T$u4h*jbkXiSszqUVsavP!OvSC2$-sm&Sa=|ww^bv34$_#HZYxF*lpK1j$`f=Z=2 zefxbKuk)nomc6_m6C&c(GmL+{yGyPPsgI$8B`qem>6dQP-`BZLfA>U9`Wn|I#6Nqs zTTfTl5XFt3f;964y#4*j+xJY5w2w|qC>Gt>Qj>W@C&%sDwQEj8c~jM)7wIMjThz7P zX2LZzG?=M>tfQ+97Iogi#FVHMueNixS=)8O_roKmM7x2;o(6-Enta!})a&mzVr^2f z(iCwzajuCPS+B~2giUaMF|wg|X2*L%<-#R;ytwke6f90~xh_o9sU=YEzUs&LC8aHHNX8!r*<+;5)`uA;J3=Iu` zPovu}q`RndosC2@tZXs<>OP_ zFKp*iP*C7B(HqWVP;S^$8SXUvW?h>7kd|VMLeJA7uk$!|UZYCpoVm>u%Eqf0K9Tk) z@FHFAJ+EKCu1&`++NYn=aBXR3tb5-P?~+TGFQ*#eRFi+9r&o%~U$>RP@|3-XM&LDW z|NDBSPj|*lmilq+V`OB!FwtAHsiy73W}Vht$2%pu+|LCp%ykV6_T9O*+tJYx&4F)o zN`vYARKZeOPl0IzH~C0Doak1aM-j{ztusG8!e6ZAiaU(=s*0518s}3hw{DmD?YCPaMRek) z7S%epZgK0b`(;CG@*Zuv9^F&QRbb%O!|PI~KpAzibSd23y6|54X1uCA^R41yg$bk$>xY{4gQ-Y-;rZOiREE_zn!z!Uh; zub2dfv;`;>cV&^Y>nRk5jhi-E*DsM z4_HKtuX%j%oR7D6yXEc6rB68q%D)!4yHn*(pZ3sl>R}1cS(u&hwiyVZ-(*ssbgeO2 z&r3Q)EPkxJ!lbV@-l^lsMKaWW{xn>e?Mt-NiI5J8L2n?d^tqsQ#NteadyLD>s9LVW zjh7WBxTFbh{#e(Py3o$FbOo9ixgmjel9ksc)HBR$T&G$hwep;foj7sD+}xad^SP0ck=v~wTYlZKd&bnz?8f}`4cq>D z*@lLO+3EI2JINxN?{7$#G>G_|zgQWxOCbF)>jyK#x!MOmTun){kM0 z^JKaA{Xr*|l;Dvq>)?<%m@_06j){unMkjCK2x2YxQfj4rd}`>kKMyUzEI35_iVn9w zxvzag=RCJ6qL=cT)E+N;cJf?RgcKH-9Eyz3aa5Pj@XNQS#+;nzU0pef6Wv`cI`cKS zxVRE8@vWi^+ZP|cMWHmmJiaeVc=lYq>{0n0B_$<|*|xFQb##1D-h$R$KWmh=YocUB z8O)uu9$R&OqSD*|VO-`kavfwbYHObyzQ}9QD&o0MUH#_m_Topvf$jCLb@&(VHMXg$ z3@W?5DZaH~yU)|75ru`P2b#0021h==6}s``R*_xlLiUK5U0y-@e@v8O|&cek_p1O)UA^MTnt z{N*Z6*weT<^EGo%kbUcGBkcmWyr;)iM?JgJO~1M6sMr91JlK8m)g^13Dmyo~9D#zF z+@|PYvj9Fjwr>wznk!f;wGRe#iN&D<2Gw8@UbQxz8STUmia5&n*o@|umYPTzriI11 zp?h9lDLqTLH6|bK@3FGCR|a_UvJrj%9n;owx04Id;cUUuoVfqxBNIJU#a$};`Vn|z z76AbP4$W+Z-+%vIE#1@~ZK)>5-a=1bpFaAI>)fOfKq0>wsWzPb+oGa)XWgvq>|X7q zSwF1ph=b?u{KT@fv&J0%te+S;fA&IYOk&^EvyJQ5Kfbmb`0~n=-i-c7O4T>s<175* z)cYR+7Wq$X%nD9YC|6GP|GtJ&xSx%mU&)(Qrq(1eFJgS$rY25R9v!a6AjCDoyd}Hg zw#fOfS=I)M@oI|bKQ(mX^DqAVbNzlX7nKl~(Yr#ny!e)LB9>lhtQM@L6D<~pV@ zI{iFoGAGdH61s;+KT085F6PS1o477I0{m=jpJqMXu3vuzFc*oT6C>%zNwD{1e?zD* zyYi>v;^M)5YgjKod*S1=qbyKR9!*6tfZxn!cHD@Cg{23RkxULY^UC`RWrv<(VttdI*htqF+oH1&b6Z~ zEawS}Ah0ssOuere1fT|YttMVwKy>=s9|U=W4rzMWhhk2G(h-^^K0o{ia2^XaF?Uqr z<Cclin=jG~WC3+N-=? zHG887_O@i(^28{`8&6M9?;ac+yl{Kt&in53?MxqH6l42mE1sP!!fQSNvh`c$qeS-r zfj$GGm8x)E;EMnIOGwvh+cB&i*jbtWGT>$(K#DNO-s6_Q! z>GKS|k?qte6;OxE_!$fS_D&VRo!5jPdF|q={qf$*_Q$&oU>LEOq%4}X9Q#gO^&o70 zzlg&X&})3waAae;SpdivAEp>|4Idjpj6_*7{w=THy?b}Bh(i(>Z1iiL;us7I7R_H# zpu>^>tWxRF0cnx1Q+#zaPKvu|q)bTdb3T(Dd-t-*$W+ic*O6Zi@3QZyWC1&i!fhjK zoa*;SlLuwfdvmONvKqITD_83IM2)F-`=*IX zR!q1{+qb#m*Q;0yyKixbv4$NMXZ+gDBc8D+dar609Y zD6e_*DUjI72%VJVWL}qPOF}jY?jx5=@6(Q&Smla{HuSqR&=|t=2#-B`_N)zvRL%@U znRtLMBk)2Y%WodJd3lNjZm#c(i(}9Hv391Gun4Lg&K`feaH#e70(x=rf`SE6%9Rsh ztQ2QYIwqxtQN5kp=nu46<+Er?-(~OAl(6?)$~za35?S$S-b;0=)j1KLCXvl>YK0i9 z>4@MBj-O8#r>2fBI@P~xDM7*hd?3(z1q+r>=fmc#%*-gE`B=D0W!8X?^&Ahq6oO}20SA+cUnbw~e zXh^vz^_=(X>_nf}!1KRk&5dV0I)BTb>DtGko_=}zk;`A+-Q7O%ZoAA+@Zl?+pM3dT zriWJ+Lsif)GBT35d|3e;axEQW99qz)_wUb#UVN0^BkVTs0B9k7?AS51bLo6*fOd5d zvKqpm$$JqUEq`&=#Fs-|N$11;V-F>X?n|L$9>aZ1cA2rlEH(b};!G_+9Ua{khErGY zS+hVv8yTFTN5x|D)TRT=^?bd^qzE|zDD=7+-NubHFRxOmzG(CXh;*inXeY7s9BPJu z)aSE!mp{Nm{Q^!e-J&f4nnOublil{WAhc8(fWPcFm5a_%yvEg+pcz)T<~e)Cm!mY< zPn<}q@0w%pL$Of(D1{{>f-Ao18=tRX>-m*(N>Ge-*#0!$k_>&wKsk1jO^F4IPU;`% z&!a8m&-SuU07R>F&BeCU$x{T1x>tJyMDN$k36rFJ>zEEKY+JG7>Gmv?q=<+}eC4w9KzexAGJMveftLB zG^QhU7pKM-Ea3jh4^|yB-64L!Z&K=sT6v~Q`}&(QWV*|P=FX+9IDLa1WD?LtG8+m4 z<PFRc#%=#kAZZ%MW8mX23V zxsYbOb8w~?D_XGGuk<>K74xByqizi)qY4*s!)v^E;FW=&jdqWu2HUc=sfWEKq7KdP zS)UYm2?!Ii)&){3dY^n=r@Lbb(!&1y^G}yzG;T7U?_B$+%iVAvKx~|2-FX0QA{O$S z*1re~W5%K#ecE;7UGk_gI(-cEuGeLoDDLmjpR0lWlst(dFMW$rdRJuh<6$SfH=q5W zM&9t-O|&pvxUvv&Z4|#O)<>90+sbFYzTp^RpK5AqgzSJN)m~q}oozqFNfmOPO>K2w zaqT1F!rT-)JG*52hX>v^W-Q8)(m~9c&Z{kf(THjcw2)@_^-zE# zn7mR{9!3E9T3nAsm2&mXN&wB}=J@%u0_NAmNHJ3^RHRxlAcwA#XQL;hG8%BRzEu8YsKC)a4H{O+QG%6++S>MB#b_$k7zdBCwJTP3)@L~kzDl0d-`TYBBrJ$;_d@Y6c9l9xJZI@B;p#U6 zc_Nbu?Qg+fZ>NMCpZHvV3XzQ16l2C&l~*qxIUSDNNlP!cW1w5JQty-v)$g8dK8EAY zK9};35T%!#56j5NKtmd+I3E3FG*f^5LmBM+OV`cYS;F2Ly3>C`wzI z#7wRG0r9cSBEW^xjH-?V=$O>T$reA{4>T=E^lu_b!BVlE>{s>d7IYeqy0dxDtKnfw zEL(`~r!gUFGjFt;&H_oFKYv~@@bHl%7l6prx}TlYQ2=bC%7J|V5l^t5JSkh5c9Eq_ zKjlYz`#@I{bVSUkNHAbW2Zy78Ot{8%AOQoj520)8r>GJI_$ilm!pD!7AYZHDRLB(} zlA9-ATNK9PUH~WNWBmNJ5nX+WrKbE%E!L%Zf{vqMYd7zHku#L9-rCv2X=8_w)1f9q7FT_4*om zOV16PHdO($M>2{!McEIv&W@IHb^iEqh)R$cAyd=S4gm|vII*3OsXaU>q_K3C`YAg( zWox-F*v4z+sbSm^r7vv>__#XX)fu!i#_f+lt<(HS>w)IYNkbBmYXZ>fC{Kg=65L!a9tHULC;qH(nU74&`N<>0% z*pDqOc`uscVXDo{&9Ms#s)B4L9XfOL}E^WdZOnUlm~vT43~t~?rheY zt4g4=+tPx)ZBONSK|w*aWZkSJvqk7DGjHm z4nBpsD;K%Ah1wfd(0^n8t0fi{SEJYQfxPq$wdB~>@l=R}Hl!G^<5h(2p^WG`HKIV; z(DGF0KxNKA>;ek*S4!04z+v{ie)sOT_a8nOkN^DoT*x+t`4}tfMd*1~a3+g$ZA;7C zG&($q-7lel(+i>W7fCu)n6CPlmuOx3tz8jUtyuk$F{qAh>6Co-h} zW+JezA(&+hN+)dqeYTFqBIy$t7>APB;V_88Ej_W>!~;%J!Py$qC%D9sA#Q3Z`en)K zX(n~j5N_pBXM|J0xiNWM3yudRP+~i)bTz1SoDSq~pU011fM6Mo{CGb)JeKO_6AHu#Kn=`eg(e zz@N4uk$D-6;hLlxR4|4|L^M9w4`3?gz(SP~n+XduiOn|8KvkHGc9ig&fqy>r^74Y~ z5(!PLDQ>07*H^c}D&nAW1e^q$@CyhCfWl+2U5i?YDu0D#l2gY>&TElP<@YtGHh7nW zH8(e(othdR{*rtx>4C#PWdZa`tCOys+p>rIH?#$IrMNGe_APoR5>~qz zp{4%>0{-;*GqG3*Mx$0jyqqrPjM@#A)SecG%JD1?ef7%c`STc5e-u<*{$d7EC6(9L z&r{{}_4Q9G8z-UxuxVzeN(D5S*5X5;wQwFonV4S&qL9k8!#X9_(1{aYvgHOZfGmSt zD8H@+Iiyg^Z&Eg8{&CyWvkyM6JSHd5XgEBoh6yN^_aPjWb}bUi0*Kd1mfj+kO-1q~6}5O*hI(Z8 zpFdy5$4TN&tHEc71x$z?xI_&4F#o|~m~t$dO_|Nfay?E2BtyA3TgbESF5kFiOAY)M zqL(#J6x`5L0z`n>e9(1qrkj5NKU94$@*MauH#a9qgEOS?vk#|}6{DP(fCcIbV~)R= zOdtH9n5d-**XHPW;Q3#+Z95Qc$hRv4egNq&fB{Kja*la8NVB&5ywz+3WOy_^5>2A8 zUfX>K17U38X+F?v3>G#mY{jazKOyosjg<)~MoRCeE)!aiR#A-mdw1{3g7<`(>Z-b9ux9I5JLJxMZ8XdPW$5mRmM+H@kr9z;6MXme91^B8jn zSCZ3p;4<1pL(2rVZ~#_QHib5IRHgl12?rXjspAjb1?p zgkXB{`}glwH*UxRF4}-%b~?NNx_x_1f~GKdk36wSaYNG365=(o zUqJPEuf1JO>Xx`_Bo>fnte7|38_Vw+8XB5r)hY2{zpxV8fiJEUQB%p4hlOvI`Fa`< ziVxzi>turgnS{*8n3=;0DMaZe9u448s(FhLAhZN@XQ%m*;+?y8MFK+QI4fxcJfEAH z=|Q6+qyQs;xF-aN_tnYZ!e-bc+??$eXoKxA@$C;fhZFN4FwO>h2& zc>P*L7^a2U`VDq_G<5^!?LFyuYo*%ij~NV04{zH{j;jVyMMLj$Nh?6t{7a=-ZJz4h z=f?8j@{fY=i*M1kBRl*0V$UqBYY<83GDZ7dpGevUC9`aO(zojMp36T_+K7Ehz9KJp z{4HMfKloi2N#U$1DKA$-)1dl2;eurejOk;u=QceAFq9B71@tlQSO7pMuQ0kz7UyR& zvV@wAfKv;M$lc~WLr@r`%)N4g+i3aY+rL6=bOd(NA6ktyZH|t4G&K#4FXNm5t{D<&w+EjvopZSGX4NP7sqX{5tTtJCUp&^W-s$5isJ^R0<9Pbc z>yV5TQ7^zvz!%k!xqXkxUnqXWREPF34lTwIkQ9!Y$?L$1JwCrZKJBn9GT1{E!>ae}NJ-SfiHGlzPg8`ZkGX3kNhOfH30T%bn_phPejULtTc~|`GhG41c|c3rv2$lQa4znp zBn>^;tUL=`hgymAHgziq4lnQP%NYs8XjR1N6CNPp%Vq?7N(kD*lff3CP(G`UOJoe- z_}J9b<4BeWYqV)x9U}?Hh1^V+WiSK?4E9(E@^*>efe!JhEP%dnG$5a-%~rTCwhu2{ z=MUJ4qXF*wd6zZ#3UCFXUSRS8ZUkh%IP=Gj9XrBESf$l@ND)$Eeq9!B2eEOX)X7K7 zg_F)i7Cxv!T3-(83=QlOuw-(6@en*((x+hfZtWI_qq%k~Lln$vN$AR$Y{8mkGKoUZeq-mE9~g(Y=YlA&2;*u;UMBQbI6if zQ|=F0c5bLZn>Z~{<7X!aVle?pyKF?3=SjkQIT?^g0-#A|jA#Vu<}EQ8OnpS%gLr)5 z5o0{$B`WRC*8Rr&nSS}@+Cm#9o(}-zbAGcJ^k>5J30ttP5RF9CsB7OPk*Q{D#E@hm zkO1ki673WfMN7DC0xwn;u2tLu0$H0}U1vnyh~L2utqEp{52P}&xqco16Df$7Bx6<0 zXr!vDN~j_5SvdG5Nt)qpF@$K04&PRk1&gX9^g?5{9cWa{&(9}a{fJEParBXZEQ}Ds zhDB#OytxCGrj{aigNCAY!+2wv`1$o55F7zwkWgzAwG$BrYc@}4bDNVQx)iLc@sEce zk(^>e&R{ZQ1!SACt}+snBhe7tHlW!`j}@y>!eA2O0W<$ON*PA=CJ-GITtYFpe+jV5n6&MAf1V_D<;{p0B6>h}1#9&KKA6}V}UNBxM zN#x!q#w1>-2#^h@T|Qi*L2S~o>+>F}9MPSDA&F#%HBLt9DbhuD($ni#>F>S+x1X$v zWn^^!e(Jsq*Ezd^`q$^+Sfv|HO-!V%RhbDIQzE=lR8$kyMza~_MS*m8Ufqw|0R8e;RiLY zR@ujIN+vu6zz87uQuwYBU1&%TfW*;u($XuQ^OX*|9-!hfR01%>y@`5{NJ$*#lrik5 z=eW3O3&^@D0&5R+k#25j@a>ngFK&UzT&5|!zW)Bug8%`GVCEj2_3Jyzw2mJ?UctK} zg@(LLUXKXkHGWuJFcoyG829cq-lgAszeJY?N>=pZ@PPv_E?En1%EmLSEf3QT+eBQNlDO%75=DuMjAlUR8$c-0S-GD`c z>e?TP4_b1PmRJ60r%K`eUWh`-p(GCu*yI6#ty#B@{qW&)(9TmFnfsjZXBC!f9B`HA znKQ_$cqvrj9TMQI%ahO!lA$q>4PvR@M-W`(s1&J8+o?{hd{iyTSOy&UjpjDfxy!Si zA^uZ#3qwm}Qql>v@cwy;R5?LI4J- zJkr5wL!k2{{er|wK#f$LwY@zYkevQTbUc)CmWv7WSU*5hP3Le4U)|kzxOsRWv9k0u zO7OuXhO#Z#Tznjag>*TDA(q{4LYJT|O&~R4Jk**eOJh6;>~VF z*=dG7Z*^$jLiAIVUmdUj!Ptbl0l<)&MsWq7E%Sy-55wjdZUwlA63!N+m0ej`848&( zlAAN;-!!YAd!0KoH3aS?gaGRAD{9NMBun}9^z<51rw}e)nsQ%?#3A>Bgg&(~JO4B% zCkK?sY{1Xo{}>gi37-!S_Xk+)e>gdv-LPP@Ba=#t?Mrjd1BFs+0;&#eZq|SaxJ#u7 z$x5Vl690pY75~s5KitGg$FyWbG|(pr{8)n4B2dH-C=$9rQFks^|<-7;Vi zsLhr?#Y66V_Zc!4(6FG_6SiVGy}oWDfzAU$0Rm18Zt~yIEm0A&w{PFxnK>GXR78wg zS`37Sm{sex*6-))&Df^J1$>9R2BuFb!DAuri>f3>F_DSBR8;s*u7DY1xMi>&fm%n& z36*?Jt^#W{Mpa?hD=n`PGT3=4BXo|0i3qMnY<*4sS{hQ+TY#_FL`7S&@BMT_n|+Ki zP@n~Oe&_!E@v!aGkgl=Kbj)D}mWjo8P!>2YB`EdATm}M5G;=H50vx0C$HZsYdwp2aH@H>=58pcB*&vU zhuJm`B?VDc)v2=(NP69nMb^xBX)wR9C(bEpsq-2`Fh{C!|TOo-Sl<}#?KfptF=*xLJhcsd3L z6A+$me2~^}I{~ywoM*%l70@I4XE7%)do(~*6~8U%^5-Xvv$s*{m3BTp>-ye=;$88tDLW{kiLrSf40*^3{VZE zq{9TSpie(W-;xeI^%4lpXlZc)<@dz)GA12tX-ncU5l@}bvEvt9xgI1!YaWR&Mq$DA z;{0-Zva})V6Cr}hW%zg0V#XFfIC!3YrB> zOhX)m=-8Oc8Iu-G>G1@{KoBAVA!OJqz_%oJ1xj4M+4FC`$Ith9MS+qdCUr}YgK0aaC_+W@Q z&DH|V*NDKA7pEFk*>rx|3C;9fc4NO27Wgcb7LwO!0iwocgFMJ6VFZ_=3Kd{$6VC+m zcIRRQy{wH*>JenZ5L#jr5z)XxAd#u^5b;FBI)U1yjFEdKsynq8n-RcmVxr|EdtpzI zYXw&+4(jl4h-z3(i|rP7%Ox-vuQEb45XenjbvV7E$U5BqTMy+V&Q^opev4Yo%6mBp z*iu7)G+1aQh!s)AVTZ?RWLe$&^Up6B0fdXu6m*d* zclf65VY5va=k_3SXadojB?q*$}$vyD;Fk?GE{_dl&cBUUnCy6su#u(1cA&B0AK9|CdT3xg{+iQye?4y*NX(1#h`F&>$R?_2 z>J02fgiqtp%2g3_s>G5aox04Q=OTLCk>%ZVgIA6eeYN*rra>+!qp)%^p1g%zePG7C;9U43IjoX2D>-TVM^;Z-1aZ`nzo zrstP|6ewQ*vlx0-mNzeY1YFy0|JT8t;#>LmRM@}$-E!QD>@|agfi#jF z(hHC-v(G*#!vY}6#O~ckEi5dEB!=E+w}4F$vFQ4}C@)_OaRly0gQ`w!COsRw0*KCo zrI!XwubwZqd<-714i#E);|7xAu7(9hLJ6FloW1q0LrGZqTPC6bq%#o4O`K+6?H+6@ zAe)RPhuSQv>@lLq?|@%-GB6zXE&=o;2|=REMEjl^JXM+ zAO~5b!aIvaq9SXdeQsjNK}d=4NjTML5X9Q$H*Y?Qx&TdUj2MDR z0$W!QTO^{em20Ma1`N&clg}|H=)Qag$U{=+N8B481!`;ZB zj+k4{Bw%(A0*H-3_#8Fu0|W60jqk|%>*XFlNH&Oc=YO4f;_ZeJrWj}a*OlDiYeL=S zvGn(JlcX=3o@j6g8g$!eeUt1XX3?ejF$4@!j1aE!L*`ns5_;6 zm)eyj~`RX;tG=5D}6wXeUYFdn+^X27^ zzQy)7%~S@V|~2oll5_c>oix3aO$v zvpd%eK|5lwO%zk!j@@s=@`+wy?*F~>H?rvto8U+=nN=pZn#>|N+av;xPtBNg?g{rx zg))NNCh6LhX%xap@4;R{k~$2gD)6f$g3w}Otz9B*?n`-Mvp-P<0O-CTTCnG-+37JP z!bb}uHVAIla|DsWAzxwG8l(D1{2rE(w*Tb_@%HrP1M?^l{EzcSoFe~j+UNz?c0fK# zvktp9;;gBa_yfDJs*#>C@nE51ls|@R+v+xFhJAKXfJubPGdlObZnE99d;k>FXZQCB zNUdCa0gfb1xIMh2QnY4@$00%xE?j1O=|R6@l%rd{va@hQps1^ofn0^*53lXKXf-18j6`&Ep)HGbiV*sQkV zwuw?t>`KO8OPCMbc+cxwnXVwQtxP^awd0<@7iS}#VCKD7v3i5_&s2^wD!tjkYc;m| z=B2X?23N1TxjU5oe0Rq3-OQhliftVqOwGCF4OR5<)O8lmxs}h2<*)EKyB(WDu=m06 zuX(dk3d55^IsKCCHin_V`&YE<_FsVD#h1VC$ByR|a?}6Ci@TLQ@i%`x7hrjW{deE! z|CSfWUS(rv=Yg=AiVY7Wvt*<-QjQ zAXn%%)-s%#-)@rF9z?tfBwa!P?N8yqY5H!n=FF3@SWB6fri<_IK6wbVybMtkYlN7( zpuLnEh>iI-HUc__fpGQ!pTH{eh9xhGK!Vxge7AV_n{`Za@#@%u2xY4ZEF};UBRMo~ zxF5|9?GGG*%g4aUBg4XUJr|c@!)lc^qu5-ck6D|A-2*&GD>IjXhE}0zlY@AK4oBaO znal^u@Cn`kHlTPgmmujTkL(Y|s|cEfv)KUnVjz&HK90!y!>S;@ zZ{EirXNShFFF5v@hX)b5;~JTkvDQtH$@gioltA|Jhwk1DUQmI|n>RBuEFYn~S@%Xq z*4|O3S~VI)hQl7rf-7KLjM!B$a|6<5eGIYCOQcD5}X)AEoa_sb-?>7)H#l;F~TUwmT`hI60 zArSN9k>V{6Q;6s`eHA59`Rcrvf|8Osw-&hcoQrFB?R>MG8NinbQ=3hdlq2kkG3)^= zNXuY#n<>=>pfI!Q^i}TK*EW4&tI*FE9FsQS@&*|#cCkGCx*s2J-ovfyg=djau9|c$ znwxitiX@iT$8^T-joK&1wlZ$zF%FKFezTi=84CcK`K{I_=KJIJEX|Qa2lZ|Mi4kZ} zj|Df(`f-n)8#NHWRt1&6pg+|K=;T2cV?9*f)0|@+^x7}j>6rb4w#_=q|y=A6m+YMyD&%(VgLkP~hx3^cSD;;SfyP^pawZ*h|MB(&S`b9$WZ_>_6}T^vEC)3iWf_5U_7`!qQi^x7zuSppNJg{S zyq7o1E)LMj5m}5e7+cjnV-JM~FO5onBia9?(5%}@rx6VF$L0z>kVDmEUFuem;lj($ zP8>u7Q^PKPZFT#v=XdF0i!$!JawSA9=AqRpVA+E0_j$N2T60s)n)tC!rEG0&6TroV zinHJ{TGwCm?ELfa!;kPpg4S%J@5t^;D8=5h0G)?|5$S`?))i%Ns{(;}x`o?jq)ABv z!7zp97m!I<Be&pqD97^HCLxpV5V1(=8`1T;V zNN++ekimJS2Q79@92w14lIB^RPp3r7A=n2a>X&b!389NTR%9xk-12%^vc>SfF<<|0 z8H@h_3;xZ+PCc@vrLedKa?L16m_BM5H*mQFqi6OfmvU}tArB%dls@Azv0}cH%e@4? zgcZcXZfvWlz(VO0X#+Y1X=TB~I`m~b~4i`eq>EH)vVjWx(dE+M-&#$|CV z#Nwws-jFg~|I1Y~PZ$9a&X+9#9m30Ibg@Q zGHzhFKc&LFjx7eEkFL!2hov`)_xqumuC23MUVLM~yG<{}GAN8TU(PUHXC)sN!k~23 z^&?pAGcwYFA0z=0T=pHruTG1q{;o*pr(s2XDAXI(Sd2XrSSdPIkWV9VWVnu!i$hC` zi7SMOLNPtP{c24Sz=Aj8uhn9~Lbk?kQ#oy&a1YAyz>~+2(>ieS7KK~M;fgIbpH-oQ zNO>93vN2N|+Kk}O7k_X=>18f~2NV!so*n(Nak++%so*e(f&g=eW4sdrmieObd^P%ZJA~iAup3FnXLteh$&a zElYyn+WCn+@iS&ux?}mxHJhv&^!&mhs|qI(qs1f0Pkntxk(5A-4}mQNcT|B^jt?{m zAQD}%VjaU{5LQv#8&y0NKnrf82x4shVy;ePcOHRkXq9F^Czmh!)72_X*B}15ZYB0P?uKu<1o#hE_srRU5<%oUr;s_1-tZYvc^;l4~Fk9j;2U!f$ry!D>R&0#CH z)!s2D4e4rRXFfmvr2MCGdu%YC98%*l7SMJXEzS;kw)w@W0vXzI&1~MbnR0t>=gI!H zgWK?y-`eA;=LCjtKt9SH@2z3SwdsKd3qdFx;D?1eiDB?LP>_JK5-zt9ueF0jNBh<; z>7hu6aKK0NoPnp zH_;!T{xgS2BK2A8lX|bg@iD52si6C-h6aoqk;&?A6@jNrEc?(!i0W%e8@ z(ng$bZpM(5(IV=K-e~0n_)Ft z!pcge=h6y+qn^2rRhBaN`|+LF<1C?+>|b{{ix0jiF)yvP7j} z@3Ss|fgskZNl`4b;6Q3sC7QWVK>5;SMnM^Rm^Bhsk>C&bpA@#jC6#rPW;lFp+tr#X zFr6{<6~tKwOCDik_WaL_;-EtEqxee$JPN02LJg1Al19A+T|Gv{ev2m^K}|F1{MhF_ z7;t|I6oJ$}XrMPU8lpx_OpFzJYHc*)21Y=d*bEi-JTF6RB3gz}1u4QRF+Bl?NzZFa zuwF)!FPhIzA2bAOk{0R-b1EpuO-7k!mpGKwz1E(xUw+H?XRDrsvwaiqe+ zT(7zdtidj2?lL00xsx*-(NR(L5m|iV847c)I@rd*My8)gppuI+ibs==UW(z0M=;$nB+7)Y+StRdCec(LTxLCPx~WErqZ+ z$t3%XWgokucA`$ZpzQm8oRz6pd7f}2P`~X5EvMe_X1?A8j?Y&O4iv_CTDY|Dn*sLl z_m&Y8L`Lm1`i)v*9s9paF+#iArhs*YY)RLk)vqH+X!;U5&v$`>8L9lSprH;_!_pP4 zMD%w5lR6ia5;XiZ?Ha=E=8-bIgltr!t(SF<-N17)Qvgq-38c*;p=8tzEezVEQDqo4 z7*)TS;ZzdRdfB!>n9|bNnBMprAcQxg)yV|=2CsCh@SRbWdQ94S(%~8Uw@wK8iB`e@ zq#Kw(+VB}BzixBpjWivojbz}U@1;PqJF>j!cWJwvM1!*J!e-=vEX;G0VluH2%Mr%z zFBw>i-pq(AnjlaZfWT4R;0<49$gH1`u;DTM@}luIH2aevk)_b$`}zlL5yd(}eF*wb zH_%LGUi!O@aZb}+0tNoUgPDiXuci0$#kkYgqe#%Sjv`I*3As!wJjYBQ`z0I)((1U~ z=BFF8y*RUv!V>t5Z7F0g0J9@&A>{jtJqCeKuv;9V`QYc`h$4 z$l}Rhbt$ic#C^Xlko!oJz2{sZ^_X&xk%$6DH8`#w|HJ+ z7ZRLhcy?g`9_C?}!q+s$af@0B>4OXpY!q+3UPkUs+{c*LP3AeBPu0y!z+6W2iv{P0 zi+I3R&3b#9+7|8d7X~aW!hg`QFv#ds2zez0Sg|NXsuz2|1=&ytViXTe8eRPmBI zP3Jyc^mjC&zP|4oo)ssJhQBX+3;wA`&~q$d!n)Kg^7ufdO@Atpx3E(q(;M?3oH$A7 z-tZZHaEDDN)z>3d+)8O7Wz)|+wjm`JSxJ#gtO_&g2vXE2f(UOz

      &S? zd#7!H`iCE$I)pqHSV^?&yqmExIRGMPG<{ERGA{*_pb;<&h-^;=(j9YR4P1>hpo<%@ zsg}J+2SO^acu+K0-0%nVIB~L~va%BPtotg@-YSAkNM1ds-L#38@ zS|yNzX?g`jUYHZ?GFn3L6p?<(%4FUH_=P=4G&szreD9F+G=|vWi_xK9=&^!IgF;Hu z2!y1W7c5LRHsa|Nr-;Ces1kuo%v7vAYnZJD04{>q*DBz+;J#4jjzo=FC3Ns+NN`MD zMg*>y`tDR&!;K9H_co(9)LW%`TCR0pTWuGtL09h)&}3Z5 z2A*4ljr|6}(hm0hQy~Tuzq%)NrnlPVCb};}_=BQR|a7hCx_Sk@hyD;qK3dFU%nZb@Epac?fh=-oh9$v#Mh!FVVNi-dWtLQ#MIU6N93m)~EX1hz%Mixn` zXUbZREO@pTL|_j^94SxvslyNmBr&Ra@I)2`%*15Rn*RtuQCl0>`=Et4hZW-<3lL_Q z53z2ju#Kosg*njwdH%bIXuQ9H2VjqAQN7i8)*lBHw+h6{h_3{)c*G#cRw*H?>-p4x zg>~`T=>vF{o!s2{?IC#DYusnpH)A+uJ{$JiUveGC;s@i`V-hP_lxrS*B?QIpFR=a@1LI6s9z^)Z}!vfs7C?Eg8HJ+SmI2{ZSm;5 zRlm#d*KJtTDmyYL<~f*)eLdd}E6d70(eo{>d?o3X+8nQUE@SM8aX@+xqeaYO>+?>N zr{Tw4ty`iZmh_w+2HV(}FO0@FxMwWv%Oqmq^t9E# z1JM5MlOYFCSZ+dG9}u6t*$>vH=$6o!OWq35N9dlXuClKhCe~x#RBO&M0{o_P$>aUj zv6KzsrHsx)U%!~SglR2Q$2z7p#HKxJigaBo#i%gnu=HsmWhr}M->bB>8O|v!*6;sh zzeQpdrUEPIg)fg)@X9o~n>LXbH%6FcM>?O&kUeGcG_fSP+b{gpt5;+=0GX0cs&et` zYOt-)1ft(~-K>`1hLBvB%MI@cnf`k@Miia-`~OG4e>GO{f6P|bjO>D{^%=TUC7evs zG_VJ7~V#cT9)twSA@27l}b>Ok`qxDVmV{nqjnl7r zh}{Eu(hk1N0LT|HbA923ylm|zMU=#WTR|jaoKek&r?fEaR)HinVPRqo+?ZeD0JN42 zEJ|!x>L>)`@R%4jPev!hplr<02po-iGf!V0kuCEk8~a@Q@SYU0%`k=WU_4pu_7m8X zxW^fh#$Hi-JhsaALmM&f)kQDRAhx)F#3rKPMArcm^<|fCI;nnD>}g^i;uFodF>S{h zyEDRGy}BOIMJ()r+J~>PE(5JT9h-sW9YoM_=jGNB&%5p)`?YH|zfR1AiiJR0Dj3qh zVbllyTWZ#6JO%j)V#`t=*xA^OLlTFUao@t6XreLLf)Hz<I( zyF?Tlv}SC@Tc#^^w+0EQ?jEU>=ju$5wKu!AR(KU~D4v*WK1rYdylJuVf3^4KQ9ZZc z+xMqTnHvltsiX`cLzHMBQ>c(6No9zHl1QP!P)UWZ%qcPyl|p2QMj11fC`lm_2@N#3 zU#IW${oUU`o^=oFUib6Yv(~lNbzKdg-otsGd+*~o_OX#}R$tY*(xqVcpDkZLgeHR* ziDg6k)aI>#_V0cG>5e%nD)aP!tp6R7doZ-m^nL$tH22GQikRI$Sa~LLzaX#v{EGT> zNC5i%8vc4l8OU&jU{~7ofZSn^IOhrp4d@O?xD))rtnYbOB#4&(d$#m|lWw8@WthHV z(kY=mp!M{y`b+X?{C?leJT_kMoK>24*th>+yUol6`>>AnwoJHi+?#*%!lXP=Lffx` z;!+V%9`a5B2a0_Rhis3Keh(GUP_#7X6Rv+e5j>K-MTp8jf$Q$uC>>A9chv26uR|p1 z!u1i$s?*o5jU$U%7Fljfo~u`tl(jBfZt6P$W(&rMgzi0{+rtsLN^=)(!~(72^pQ39 z44a=Bom(QQ-Kl%T% z4g=*qXAelaACZa^6!*e-fe%J@U!b$0Xf^Ei{h_ei3rp&S)W~yr-qEZ1hllnRBFxg5 zrT_A?{9mSz#HRnRi1EK0CI0_k{y$Ue{U4=^@&0jCIb`F{#8?N^+DJj*H-C?LNFUTD z6sr3C>$~Wd`if!^@s_Kg z#=Ii?vpmx4WbL~@fSf-@U=@h#U!4&LhZ5^|6NJ%~acil%KD{`<82C1HGwk+5+KWZX zq_pYX-c6`*E1%~TleyhG4I{^{1s5 z{=QcKrFIkI1uo@-kh}<-gd4Dh7WQyP*%TNpi?qmp^a*dmI-YpalH06aXc~ z0~qANt>z-i?3VY7*P-C4crfbGgY#Q!&uy*=Ui@H3PrHKv9AEdm$;w+=lJ%qawKmbE zwwk{6<>RDo^n20XpuGsH|5J=*8Q4zB5~OHOIEo&{G{6v9gZaLA>tr=icQG>IFj&Nk zf@A*yv%E?cKLGM(dyt|xyLR94yB~st?MmZi6o+b$VtTe4n_W`e{Z>lJ` zmGJOONm`>uIqI1^95o}E|D%4FhNlCR$V#w69+l#Z2RA8rIcgPfjR1E3!XFzA`B+K6 z9{&@#Wn8W`5noizU7vRq7ZPylFV^)x2TGu!|8P@5>&*w9$ z7pI1wvtF=w*MRPukfL2A675_QAZ?8}vc&HDhJq%yStYODC+u8v#`vn)jVurU`gI|( z_dPOo{AXP?d;Wf0&DV-Y30u~DCiA!$>hLbYp%?@;$h&s@QV zVEcUIc#(ZOmgTgSD?cq?d;i?kFX!R3YmY5-Z(RJa;mwPi^@^ZV0Op8)Jyl$b+w0Q-GgW`Ka|Gh-xvzaZeJCE;3qWgI71v2E${_q@WgQTd2D~@T(j{t*+M;s zAS0pgIrKn6kml16;N$AX)kqBFt$3nzg9}~@sAaGq-u>DsA8fCn@h;_sonW|DeI9o0 z;|alT3SV*|VtW@U!Od&D(^0o6f;SgpR?-lmHlpu;L4_{8m>ym9tCAqA<%F^ohfsgp zjjufflMOAE`@G-_$c`SG{~u_YMhk(_@c`w+C|8ElIrG4$rNXCR!6%V5B*pv#R5O3< zdW9S3E?gLi9AKrmPYBlcI1%N|o4+W6CY5WKKkOcrcLzJ+9~25N+FDP?==b|y`U%cY z&`*Dh698arS8v{R6J^hCCB2ct9h);KT!>;1uS%Q_tXKJb-u(F$nufoox0D;U^k)eR zW>TO{`0iJwE*4sgbnkz)R}CCZGb#UXu>wc#4XK<`%Q<$Z?}L;mGVDCD zDdm!d*N#26)m;AI;NI#j)!qW@7AK`JjuVFuR%Qp$;Dx0wH0U6$RoFhiqE+de;WclH zKi>er{kQz{?=BVsC_y9>JM^k={P@0O_-0kINrBP3i$Eq89evf!qVneJF9FJK=dm^=^>CO zi}yWT?C!gB-o*pU1UcUIAD!y4&bP(#K^C!$;&dgo9Td0q^%Iq_xc9=)ON%UDV6$67 zSgFehC?Z>T?$=8H%;EIwA1+RL_~*x}!~r@P&xN`c9k-weL{1{K4}vHb1+eHYMRE97 zizsyYLMSbis^WR^J#mi$HEtC(NPpL#N$F-EgeHw;7>O~(sOhhZnw^zjXyrD0>&#fc zsw8k2WC6=>vGZ8_^S{JHJq>mAR}{fJYPx@`X@^-TD6MQ!Du11Ay8^jc?x7on0_5pE`&qD>hW#51+=OHzSeRQ(aXE-clqIr`S0Z z@D3u$+5CCoo3jZx5v&nlfe!`^k7iHp8{yNG>mvxRrc>QIL{sJv;{|&C!{9i-ivr=U z#yM5wcH$HfEB}|E@(}`5EPV6ZN>oz!hh5hq;kqkmQguBnpxrat^ju27`Ner=*=QF{ z;f@utGpd8JjU}xIhVsj2&}64n*RC??b7MZjk{*8+Cbqw^s>EEVn&5_nJQNV-8LvR- zk_ly3k%_L$=|2A?*CdiQLHCHP@E3!U4!(;tJS;YYI12=JBaE#O+WdOpWU%CXTI50V zy-DG*zl>f|)@#|_@C=r+diY0o%$0k`IX}dvCKtPa*6VNY0pt1HN#2&@ZlAJt3@w#M zgleGduTKt%Q$6Ksdc}Ei1cDqvkPkE z9lQJLk3p&7CLZ`7M4x$rB?E>l5sg_%&iqi{>rl0D^rJiZ9`{zV985 zty@ta9I)lC|D`z;ihj{$fXp#&Lz}i1S~}I;#Xb`1K0eg^``46{%a_gjp6Br{ZOFNj zb1W~hjf9p&v{}NL3MLW|$M(9@JX$UHsblZpBeK6`2v#sKG8G+XLV_e3BlevH62sAO zf#4zq#w92=ajS?4zLdUc+xcwo!a<}6M6LPr(XSbvUjvI*D~^7SoXX11e|)^_`}Uoj zk}K7ufBnei>z^Wj+Nt=-IuBHp3AFT^HurFPOz^Z3yL7BK-!%4j8n!@Q#oG95g;HMl>z6MNZ7CjC-?G(a=%@AL>fUf^eYPMo z6Ypg3;K6EYj@1VuB4%TvFn!no{ARmRD1~xlP4icI{Q3N?yqmb`hPF12Mwf|0HYV z;%B_rf&Kf(6nsV%HQJ-na^L;;&vCV<(Y_P55qni+gbTdd*~EpU#xwj?EJ$@~4bEGg zyZh?ZVPdN(IM2y^XW>h+)ZX5Rfpxe84b;}&!}8|zo$izI+P(Pxxx@=Cx>SHn8=661 z=4s^iPuY;4NPd`6FcWO>G#)#Q+R_X%naE@>e(t_O5tkv~+E18wZp>q+>@iV0PLJ<} z7nnTFpk5Gd{Ay}=!M9mpWAhZqYNknkZTnoeM?I5mZ)a!kId^V|@XjSQ*-3x_L`njGnSpkW1l>EN6A$>H)rx) zQ_~J|a>9RBJXbDCsc&B_27>TD63$#MTA9t)zqQv2Z9E{`XFq<|JG8X4tes}NSkIX| zH;yEG>C&Yp`}gl(x_tQ*?v4?NkMi7TLFR*K0-EKVayZQZ_fY;fR7r25i3wd|>Id$x zZ20yz-a+mbwa+hg8EG-OaM9v9bL8=H*o~`}7&?aU%@kUkeV&}paI>9-PPY}K{GM=D z*4kkqeulsj{@}rbX~!)r?Cn*AuccStrvO;tDl#~?OeQb0T(Dp|CnZ*OCJbpIA;7l+ z6B}Ar``e_ts(v25EAk0UcKDGaeLzA(0s}eJ@&4Zd89s~D?gS7}_{8JUSg+m7%WKi! zDj({-a-OB-V>-I5^@a`|I>6i88=HOgSx0sE0%aO=?dl2&3RwM}#zR$@KzxD^Mm%x* z)h}LglKYg&lf|0DAEmCZN&c2FOq>vn^^DlRUtaDByC9a`EW8N`HYezl#kl#X^`cC- z;vZ9wZs*$6Fp%y&!E3bK1SO}B>&H<#_R!PS-7{08KX07r8YfwO7u*SU;laTjbyhyz zzNX~H-QO|{LmJWE-v|hLNiBmaIx>oMww;}_oLrv+E^lr|s>`=WXcZKAHn$&H%1?Hn zFtk`fANcc2E9VkxPat#syhy*k8kd1}#c!f7UE=w6mnh$I`7>Lm+$`ToFD*6g(VI8@ z+O};w&D^}5MPJveCr(HsD$Qa=f1|1@OZRIvbGFVmHKYlFRVTUv>SO(1Q5>s0xzA-WVS?+s|99cM| z&cw(_qCDO+{qmS0-8y(~+VmC~WiFY|H>xIkqiC3h_QU(GBJ zoiSs^q-DznH0n#V7T;8Qcw}rY3N?mJUsb}J8GfQ2Ml&O@9IJYLy(g_$Iud(mXisvz zC%9zXdB2W<4r(eY5)29AyD-Je-tT}^(#(?u1qI)J{8+L@TH?BKqqqv!FRyeq6MgPH zc(9!VQ%Omwq0Tt8@d#(|iqVJ9?4RH^Bbv9*!`-`guT-hS{&YGZOA*OUA|xbp+z_MN zvOO|!2Xd|dx(I9Ii%xqF9SUN{WxaTDV0Evf23yAAxhMu>CXLJHg%6JCK)<=yi?^kv zlDTu|rn&8$6K6sQ8iCO)$aF6Rn>$QTWzslVr`c>;{A0Vhy<73(cVr`qEaQJn2e5>9 zGSO*Vn0K+n^5~v@)71A&Qy+*r<%NBIMurskn7XBL%;!tDZ{Jo^Rh6Ow%LLwHkmybk z%*2usOWg5Uw;nwv##vtQJJ+xU>qnkT7L1p5(^+3%iS6|bodL?*esf)W!|cp926K+M z3K_EZ=+WJj#r^g4dhuYbuWuO2(f*h&G|BkSiuKjn@=z;*A zU$+izIQNcQos*KVKyz8nNlWj_L(23+xS7fS%J%9N#0gP`g@MEu%dXUG*G`;0+aW#6 z)0>VFzXJz)G7htIv{y9ocNeV|A+HYhk3pn7l|yP;_kz3Tn?B zCMn;}Cf+|kO8NNsDCwqa6}noZfl8Hhw<^9$Oac3n{mPCzCW^Z`YUp#Ujpx{rBmMc~ z015U^P60$GVx|Lmzf9-OIh+pK%seCQ?!iY`Uv}x$sdMM3PaEH-9(V|@?Z*7blV{E> zLHTJhu$!xgM-II69$b;Gs1@D2XS(+N0E<<=ae+js6% z8$R58__nx-$9}H&7uis;`Hh5i@K{VAMpC369#kY^CV&!egD3WlUFJ>v1>wnyf$XM^klSe6_NZW z=ij~n?Yd;c7--{Iw7$Bex!2a&Uni@2|5jDXop6qaTKcOCjVjsEM^k!^x%RD024WQr|;dre&f{!f;47egemx&6ghVTK<>}q+Po61ti%yXy_})EBLC>SGTp>Ae3^JL^trPR zUzWn#x*$qL?Xq{P*sZ#>O}F1MF{4CNjhj{-I8a7}&W+W|&`oU=6vDkCj13J9V=V`B zN+_U%^*24`PcTuKUse%86dt=al zDm!fNG!fpIH-vz{olN`o8BA;G5bgDSGc7);TbsuP%78lOuuiB1YR)v56#v-qH|D25 zc+iPni=>Mew;eyO8Yn~Nz^jw^k`0wJmv1Tybm16%Dzx=qi+eGfn|gvdCPNwD7EBM8 z1NwtKcbA%f`M4|c8GbN4Ex*;(OqW*Wu@=7Z7}r-H56xcWW|ANif1H8f9LcTrY<(JXGAL3VR<69ezszvf zv}rQ@8nb&^W6-3luV2n@xGamX_OV{DAfveW=+N@&;;W-Nb?THv9f~%=ch()JrAtex z92;<#kg_zl$B6X8wRfP1!wD*TIKsdm-a^{hzo4B(laS(^K}JQU;d3eJkbe?ta;HqSC-uuU=(x`K-jMqwGXdFVgoH zebTR8y_!KP%yHxLy|?6OWTbv9`9hD&cnvbz?q! zm3MM-qR0|S7MI2lw{-S5p(p)v7vvKC$npY6x<3C%O-)TtPnW2ws*)mSgA>vS;SVCJ zI&NHVU+;x!uprwK$41zZ33}zQjb*7JQ;xQAK0orYK2b2Av3nY%}Xy zTPINHhA@=^Wrr+DVLOWnvOm9llUPi6JZj{~v-6$iyJ+LX$JuK=2}6jEq($XOu%snD zMn8G}ycG=@m@7uWlmj}>xYivIEzvxlgQHi$}Kg#`O^}>u8yH&FMcNUV>cqkZKAbY zuU_pzgiIz+cAySV_4wRFlFlJdw9pLXPy)6kRg zq&#`*lmm61_J|P<%NE;a3^1z-@@SPip(}-E5(6wQuZuGnv8?iyw5@v|1BxD9!ylY#OC0dEWq`Y{nEqM8bkLOe@>b+v^+O8DkBD4S)xlBGoB1<2r zFE`NRaC%-IIaZfx)2BO}OYy6`J8bIIsp~iY#w5kA7oUHV8--OGh3f4;V1^YXV>W&1F9Up|p1OCG$X~FOp4p^Ot zU?-jn6mksR=?w^$3oGzKW?u&e?AVd<;6YW~lFrGSy}Z0KpFjU+R%pA{t;K8L<63=l zoqR<_Ce^EUFknDwWn~9|g_)7#x>FC(WSvW2(@suW2hzwp_wHqK^ssfJd&*B%+iQ=( zWZ^ZBA+%eu34F=o(mu;;o^P-&A5hcNN$*{1&s~IMpV7TLQ!zXJ){>jeZWONgOI=)M zYG`N(CgfF;Ln}NL_gS4gg=lIoU=!~(c*_`7RX;F^f#b&?4LmzHb1MRbr4A0p!joFx zXA7|V9##a7!27pc2F_Lwzx$C6)AfH^wlMMNB(fg?eo#kjcw=J1J;qQh?Ynq!6iD0? z#D0Se3~mxTd}*P2BoZdeVF|F z{KhB-@Trh@V>~}G?R;?gv7U}sOX&0hX+cTe|3tv2qR$IUvb|1xaC#J}KNW0~CYVWp zA~BS|bC)hv9~5DF;mVaWJWsF16#$iY9zWhgos#kNad2GKmoHyd@@~llF@a;#Y5@H( z^Hg2!1bL#G8otyW_(MFzB^BUS(Ije5p)m?q3Ajs6&X_Fn`Ssf%{SLFS;JWNBMgCkHNfv2EG||+$(j62TC&i}Y6>Ar z582Qc84xlbb!n3I-+SJL)m zX>EPSVE7n&7Dd%>d+LfrhlJ4ea4Yx zevW>f>b8w11-eza<#KFnAhto>dFPrZD!aVqfWOO0;$aj;Io0Ont5;8n(p0p&0|Swo zOchx3>(?t0?2HCH6(}4VakeP@8_j3V6kfU(q==FAhd?#CR6b4fY<#?Wq*?ugNXO8| z>#Q7$DO1`CXz@wb^k@owoGwp7a0CYic9x#((R`$Z9{W#teuzcv{PbjdF;8NxS}d2@ z+E@hxO-z*~tb*BYZX*_@y84l%2>0Gv zD={w7`>AuvXvUfF3aC}64C3tSAG+Ck9J&DtgvxOKQb)&$7%5eyLF)?Slw>ad_io+9 z!kb(4<>VHnc}4KJ0bdNB)d$zUfyKJ>=1mm5N?@$l9R1Ow#j*v>MP1YT$Y`=nw#q^k zBg@yrfAdmfqoa+go5n?kh8RM>h?B6Jf`Ae5AV`pr>{EwaO_rVA5%k}QPiyDy_ z(n@k)(UWcBWYc!Yu=fJgw6WA8x4dN~i(8!d9XfWDdY*Uf$H246JHEITZ6wj!v`LSH z9#_&Z5b0<>+xpu2L1<2+8YYyj^Cl--UsWiF%TaHUJEzz@y!<$DMqSQoV>LJhgjqc} zXH(rPy72N#@!`HQp<#i*bRIqGI(BUd*+UzNeRiN+;q{Hfd0+I#dm;2_MU!+c{c(5Y zM?BxX>}^Fw0O@Sjy?Y%@vbT<^Q3MF_^zsrxocHUeA~RlPRDJPpkkk>V&X4ME?2?{U z_ZsYvNbTaCK(WAGx#4pIHdXL@>=xWZ@L24^@Cy-LnaUuNrk|f*ge_~YGiubfZQELb z&Lxvb04t`GTv1?5b#>L|$bJ;M#U^b)gsHe9ay6?LK@%rUVgzE|(;^X!^Ygo79;eE< z*#P2oIox?B3#s(oyX*@g()oA0b6WlUYOWFPfVnH9+$|#S&d+{cXXN2BlX|sB&)mn4 zlky59$$Zz|{H4J)$o1^mu3x_>&644{%?ig}BxF;qVj?S`35v VM1mevl(9sX1;! zy+i7>({gYQ=o(pK>4y((c}(ysNmcJ^RZ9ZSpC1layg zb}rNJp)g-oPHX7UCt#S?Ha7l&*3AnqzL90g5i#oiNL8D=O2YhdCR7|tsR2cCv8er+ z%q8)Uze+U1ui-JF*1ebusZ5hVE|wYsw|C?mRn*_0C7==J(8b{6TH^OSN70I&&Z;Ib zOYM;(CvM$p(8p-ki$Px}^c*F5SyUumHLK%!uztiVLV;6s|^JLd#=X8~aiK z{JGt4LLv!2uPOlg21kb=+OJweZGawU0dD~5Z+E(8Mv^NlM<(>Mav(4p@J?*Lv!v_i zHp!cJxg}*Q&c%>>Q`wdYp#Zy>i)K0&%lP|p&^iEOi@b_wA!@$;ZDKW&H@`S~$?K9G z8*>WZm6MmBQ|)P>RKM}8Uh1U_7czN1FSluo__T{%%gHS;c8Q|FW?kaDfMW%SkFWmu zs##G6eIX0!C+KYOr^&tQRZ2$zYcn}R{H20K?@gOBa&p>$Gf2`k(z7x%L6$N!PJf=8 z$l`WutXnBWXGa>txXMZ4v`k(u<1v(3-%QqzQr`sn)gR`$;J&lfAsg zv0kMtUpN5VKXy)`TzqofjwN0A>QxzjXBOx3DWP{TNJfqfLU<{gImqTAAEEkd67G_p`$b zCE{{1hcvdZkd-vw9pE-EVoJ=fNyc5a`TJ|Lq;>W5n!mcc7FW-48B zi#<8#lfr!4UB{mL{bPCx6a4XD6`ySrGTeOHx#f5)ayHoW#5qM zG@kRfpFd6J&FfCT^Ulo7i5x&}1#z`&*Dh_66>2Ie3A@Q3$N(D$CCYe*Lpr&;du@YC zaU|-wNM9qN6u_Uy0nfh1#>TYqWQH1Q2JX0yaXh$R3WX*^s~SuG{WD4Yh|LGk?YeZm{TL( z_UZ+@_Or5=uvzwCP<*As5HPk+pFUAcN_|T*B#RCKa6EYMVA9eV+z_kQh<~N|3{Or( zoZSzKVgz#{WaX|;b?c;2r+I9>q4{V11=iN3$b((xcg&UAEFJ7^*3>IxDnS(x-=FDL zO5;6c$??RqHZ$vjEAxmARo0?76|XK6k&r!)qe@VTE*!GxJP2H!gU)eK`Rn3hdq+oU(2N_HtFUDKIWl>@K(dKf+ElEB zZzb6X1=~*wT1jvfeJHw~-&Bgux~y0ch;~ZwP~Zw$<)Nu5!g&4B&m%#%!dU0X0hGOq z!>w%B7616))^$mC_ZJ>`ko7{>844We0D{BOGtJc0|J11g*cOHXrb)%xEdto*y!M0l zaD*~b#BLmAVj#bv3Iitrw+#X;v`PeG07a(=q_Zdt7`iT941Z$rO5JbLynKr#%cpB? zH`+q(fyS!?u$WW5)=dL64mPcBf;2gRlCF4ja{}9~qnq3GBPj!orAL{3H+f zV`Mo@6U7>~@Oy;bgQX?<8F*mIz_m{hSQ(RQS1WqFFYo*=)klBCD&^T8JrZaTKS18;+?Q5iW6EdH$B*pD=ZuV` zh7*+ljw|*Vhl2v~Gnppax)Rul@^|)v1-({|?v4CPVfv{#`yBvS-Ip#|GD)!daF$kI zAvOo`7=(}ahSlbC=gpf8XnP#o=Nd(Z_XM;@a8J|YET1BdTLHB3vtZ%cy{L0Y!;kiz z4?I8?eF_%Gpyo3`$y?Rv-(q&q;uuq&z%n+6dRo5x|SJHE2V)?oyco|-%TX-`m~E<&iFsa!fdx*OS_n`<9RA+tQ&SIO|IDAYAdmaRoQzZA;@Hgt zM~>V#V5^E6_V1^@efwrp8`#k2TTAQu@nvDwSA8Bt^$o}*`!+K(D+E8`l6TS;B8@bA z822flXPPNR$w4l0=i$Q~9G}RM_mH?Bv+oU0^x{QNIGSZ6hL`|n%jZM@h2)SJGS#X&6 z{Ov{&Udltrq0(6p9|$5Nkswa*Bp9HB2aN_tII=`RK{G&>u>jhz!PV8(hykJ{V|xFK zl1si>(*qteU(Ao<2(av(bpRMJZ~AYYMJk`4bV ztd3n^$nTXRdlxzhbda;FKfg<@h%`MV%2z?ciEs@3>(XX2#e|p+g{ZfOQLU*Y&T`k$ zqe|d;D%#qzK-|1EBY-vNhb(`^;P*wmEs_nd_uXRcBHn)b6a=W$D%S4mm(o&S&=~31 zuYCe5WEp1w)e>7`z#^WJr*`}G#iS(PIdR#*&#P)DC{K;EEED1ra=D*&JzGoJB-AAr zNq$wDeqC0xw!~DcU<3hFd-Uj~6$KE)`SjYICVeCk-*@;ZBGOyc{PGP{*Ey2&*{ z0hDN$wu>FI1mM&wBml@5L1n8Hn-CEXz|I7?z>(nK?A&4a@Zkbm27wKjc-+44^byJh zcrF@}9>|jlQVsb>M095vk#Ie^>h2`TpYe-QXg8cdR(}4xwIeGz5lyVDdH||7WjFTd z)8Fk-qGIsG8%|I%f=)nb6_A`(D*0(ad1HkER4A)R;+?Vd5AjjVAv})BVtNo|u4B|khjt?LMv|hOI zqE`hCEPfM@$6nlBprlez)iH3y_!4b=jOzwo@Lqd=I~u!K(WPrTKR?Eet|& zHezd&r^sO>Kd*FN9r!^a>1H(D#Mn}P?aK>0QeGkhBcM!nanS-ptt>XxTC;2oDT1J| z8Dg(Onkmv9qs(%Cq-DLf=sWX&*`)70fXJv~*xbK6W!Tri!` zsUXCIX#4|_tf{H1w?>AeIBxwwcFes*G10@Ce#eCLSWey@R_B&=&I{KFbY8BuJ1EFl zw0DiqV;bLDmBsV-JU_h6((SPqgTq0;7-=HSG!5Tdw+s=@fUCAyvSdlgruWCZ9qSDD zrhXT59;q6|OPo1#X7sa9Dto87Vu7-mHe!KaL9n)qGz*B09f)4KBPZdLA)keAV&=?F zg6~Eb0^|Ws6@vw`?z(p}XvBip6zP=JBsE%%q1LA#K6oJLyaLtH;A~t6limE7F_zSx zQWr5)Aa5M`DeUM~yLxfz5`r#zZqxy@?@`?$HgRFjnJAt7rY{osjdr*VwG}Bl`l^P; z#u&uHNG`U+`MbEd*gHGhe0Eo=KQVh?Hz7+Sfg$D5-%KN;OqVWG;P8Ypk-X?Q*`{Fm zXua4*v`TItPom3SiYAMz+U(e4kz4+@!mWp)|JVy+(@`hzaEwg$n4aP|*ghpD0}QG3 z?OQ)u-0XRP^m2~XX62FCFQL@Y-ST_1&|4M0d}*9u1&1X;*k#{d!8f30rSt9bZkqAg z>lR;ZI%hc;&=Qz2tDs>2`K_gPUSYvS8-N9x8p^}OhGP!&g462=5S)RN_#n0t6P4JX}mi-feInB^2C`5ff{PaBShJb?8dQqz+RHZ`#%>%wO>1;u7VFs zW;$!@wrzz#5=p+0C%%3Ez72ZVf!#V-ZFDPs6H>qQs$q`dYfnLf8`VAw2Ge=*%3wYc zJ5r1;L^mzZYn=HUJwo+ZP%6pq90Eb6FwZe(*lE|0u(0#_)5dp^I}TN0KK{cKzoziO zTtR`nZsqemBP~#Huzcha#4SRr$cZt+r)9H{#)+jT1Pp*M6JwqTaVcn%A8D9KYnCqE z4%X2h>X|AsUSWV)>)=CUbNnK$cODtNQd(`Iv-4oz%Ak|f9RQyvSjbhLND%~>ET36e zsL1g(aM-XZOpdTCn8m3JtVMf3Oy2V!9yQ;;XTqBIYux%UW7U@Vb67LwKtsTbJIFe@ zP0!cq%|q_KU$=kqMX^@9c5Nr2^H`e5J%vL18&G%|UKY8Sw`xPIA^Pkshb(h6jQc}`@W+IunRU*Ft zvQJ7*Hb(Z3CMSKQdMhzmt-jFPdwq@vWp3i)TcM;AIYvFZbrX5tM@IBf zv$i(2SNO)#dvd*JyLRn()n&=ykHgOOQSKSj)+lmF;;|`edj*@5bma=k$B6TNQhkQT zS>Dq~qN6YCl{Fg~08VUliXrjF$uXqijCj;tdxx~8lH3jgJ0uKs5{TBf@82gP=DBY< z*vt+lKC7_s;4)Q(`|-pb@*)^AI;#4?yZDLChw>K1$yCx&1QZXg*5qr2hb^DgE$EP6 zd0Ck~nKtm3kl-YMK8j6@{e(_ckp!h}c<#UL4~6|wR}9LFlN4^vIDgz$po3*@Do;ik8_HYQ-s6{s4G zZm7^A?QE4H@CxTC=nSa`PEyy@EC($`effSylipW3A^zengfLW$#Ywt!X{mVwPz+_o z?te=To}K9`P_G{!W}zIv{KZV`4=nIxFnSKA1$sY;6s$E4mxW!DIF|d@J9feE` z#1`P~Uqu?~L?L{GNA(8=4L-uW(18W*Q!ZYdWN&YuV0MCseI%*fu^Y8a^XLHTL*Y_d zv{~1TPNyCa!iX1ku@}lQGRdOWp>PWY3Q5-0aohw;IF#~p z2M-37eJ4^B@yN&tEEX&XqB<4TNmXNWb8`(nO_`K{Mzxa$M0GP_O*1=KnOTd z0JOBU@b`8?Wpf%GDJ@Gq(D#k$gDdjx!;=kF!&U3|LHVDCr-WAox-l2p0|Gpwq{m~~ z49SKg3e|DwWgX{gefgBq9F;?Q^-CVg~z`j z?oqW*SC{`@Uw?*u_IXiJ_?&5<*N?Lr9tiV1kZpmz+(Z_{3B+Vv6-W`_Y~@`;`CK>i z^}oI^V_M>I)GxBLJzlHsuYrWHu(now|L&cv+-#JxARU2KRaJLTo|ElNGs*YZVZAsz zH+L?L2Y2t>5qvY}$+)dey3o~6VZT3-Ce_{?b8OwQ@)ob&Av;MC&}snr-~U;n&yThD zPp=Gso!e(Q_!RPAIXM9*0aKy|R69{Q^4y#_;N0DC=k#4HLkM7w#lmK;o1-}}(AwLF z@ywt#C#ZLlszU)KuqNFLdzMaz4L~0bPyp|Br}?fSHY&b zeqrTyuA4im)?d%>9+1gx=)ICimt9AmCkbWr8(6Jt9~V# zsQIDHH#;+ld*uaagC`5}2%cKdOxWZHGLlwl-1@*}s_%3Y4-@NI(UlM04Z7_oU>1>~`|TW1sA*Kg?> zWW__531Ksye>*vH4G0)|6VciuL-)^1uZDttp^ff`CAY^ZPyc79_CC;6< zQK8i!DuJ_ z=p5SRa&vRr5q}#{6+A&0lXh}Cc_5RMcaYvlN(HsgPSZxvMB01t_jf}?`rP^P z%JaFBtl=)hl+simF({Qbg&hz|ZzDIBI4n!KaYG4YbQ_hSB$|wV+RT~R6eW-kParcT zzt2UBZV+_ZXm`@VSra;RmXV2dFY5Zubzk$7Yrb7A^}gmHIfv0RHff+9b8G(Xfuz`CwJXFtk=kxCJ>n#El-nRjUUG5QdS2cd-iT;;5>Rd)9CDvxGhq1Kw=J^D0siHwZ?b?J zuzt$m;^8FPlcrxDJQpmKh9Dt4h9cBl)A57CJf-?|$sB-iV4?jCLxIdolNAa?FBytz zc(6RX^4d1JX$=ilj-lRqHSM*&c6}StF4yf=Pr2h9uwLhbUjAWUiS8CUoT5=IbF_I? zgE_35J2(Ol<~BzPx7wyzjOr$p>-J~Z<{=|;(>DLz>NU5waha2B4=orqDppr!mbrPZ zkZ1h-I2)m9ZSulUJ^o-XMMZmtUHtjE%vGtr>)ERjshs@KT*&cLl=q2e19^&4aa)O% zva=-?)oN*a<@3xQH`g@S*)WYLRu~)C=@B??)xXWX-W@KTFjjJV9AvRD4lk& z_`}5?;X}mdT%2<*U&KLjEm-nz=8LjB}x$fV8fV}>7{~fgc{Uz~@ zuUBs`vHyQQ>0h7sNXNi0=RdzP;RVm^-+xW~OucP665#*%O0m1pC;sPG{%?IqOV{1O WlN;{0nf`ZN*7V6{CW#a6{r?+1a&glD diff --git a/images/pairwise_logscale.png b/images/pairwise_logscale.png index b191edb6d5bc7aa773eeddcfcd7ab1f193b2f251..d9c3ea918fbeb4741d225220558770baeff04230 100644 GIT binary patch literal 80153 zcmeFabzGI*x;4BkRP0tnFaSwWDG9MrO1e`;Qa~wbuv?Tyq`OfXDH9QpTq3Q~Ehr!$ z@Qt}}zvn#9yZ8C_dEf8+_pKk>XNhawG3Pa}Ym9M?dG9;&r%$e+XP~E0C@UmS9ap4K z7N$}t^VOHo;Wt*D%nbO?LhGZF%1iKaUSel!i5hvg!=^-@MpEF(wqsc8cWj zBg*zq`yS)CO}X~cC7sZOc$roP!7Pv$4PfBil4MbxX!{pwY|Z+#Q?-%lk^yz{=8lJ;QxR3KRpJYA54E)BAK6rCPaH%D$HwaoZu}4(JzJGs8RJGHeZY3l6Tf|9^mSF)IHm}~gl$6lW z(D{kWDU|he#gpYLC={`a%jvG^44QaMb+U1ANQO9%+|hL!5O8pGY+$?`skyDB`Qg2n z`ttVn*@BiWiPQwOP4X%fO6cALjV}-a-@h~zy16~PB6~(F`(jwKZoXs1P+;J*bHyKO zYLrs)M(*ZI=cM?{M87DIs0co&l3}XyV4J9_+`&=hdCH3@6#4~xhBg zUm}8T1w-WY)OcS{Oo(cUCu>JXM^vVHqv`bIs9=|N_QfM!yX91;#s*XhoE>s2rzbKfUnPMFBs$o)Jvu4eHh6j^_FNS{B8->I<{OBAR8By%`;A1;6ay}zL`y9MR)JqQAkitQqHw8aj>^%-@g5D zkm%)4)lt&slT3$PwaJLYE644;eEG5ur;1ebi_3Knw~1P9t9#0=o_d(gOS0nNxOTxu zQTy+qM~@xr7#iXg5)zu2nldYLpEo&>)oRu6HqtIxDy|hA9E?$Vym61V|By@Oem*{d zbMKZfqN9s9DDmV}P4wqfOHPalan-zZ>5|~|_)u#~YU*B%~|v^VM&v#Yv=g$4bRC6$kM9J3i| zFJYVtEOu?lbC}3oMWJM0RzJD~iOc8d(?r!I%{bTT$;qxmvvKQopEkxs^j1gR6QAnm z8||qnt{(T(bFK2n#+wRIECMG82&YlQaCNsPKI^wrS$J5WxkHw_am*+!SnK#SZw{PRzW@mi+ z-n@NVqQ5ux*sYaWc|(Dg1#z*l>?(1JCor~8rM%h0$aNtQGz*+_sAkO>W`0a=zb{2a zM#frqeZ+J?VX+NKH-1%^N@Atea*}ZafoD2cJ@Ki93$nRG)mvbWrp3>C>k5&!c`%Py6`#MrUUqSg}=5rZLO1 z?$wQDKa^YZ9DeZIf7eGycE`m8E8d{r@Ut(auopR``iX$q&*|~jgrhg;Rl92ARis&^ zeQR&7*g9f^snuW1hUFQ^vU_(RvIIueU*aL7iS32rhuhdTZQA6Ol9JMcGx(0Br}Nk3 zSa)4Ww*CFP22v7}hgNT!i+=BWCL$md1MzSp}Ewq2X zv_C*5`q0d;*S%AS#QL8(uG6_DSjJ=+$ikxTvz~gq>m;}N;+2ehbF#DjhPqe9PR)Mw>3k;vKc*_jYry%{y- zLj7~c>Crk{tWrk5n&$pDch+GUmeq;tYh_tbuPj(x`~1B0jqBIdxAoP;cr>J&L@Zdm zl6}XHBZ_05g`YpGPyG62T;{(|b-E8lsj{+CthG^0y0pBUr+AB&P{HiJefx6lhr?$k zD%=|Gd$C|We(aq>vg)!g3_Es9%5!GCaJD(K0O_|orEsSDXHShv<^_#}b6A*aSr*Od zhUE-81rjIE6TN@?gCV)TDOh$`z7HWS!*YADumWHr=R#DS={uCHF+! zC3o$*b+%*u8l}(0(=dCxD$dBJ8J1gJu*B-Z;^dyEpsD%9Zm1Eaxe#%BdV0ls8+nw&k1tJdy>sV|=kxKU_io=# z&3Py+h6UPc?zblRpp&Yn)$$puG_$%rk~xLZU%u$GvalFq0!?vU71sBM9a7^+OSqryM%V0>r2&tb;uB zxha%K3AdOW*^9?W5m2J>goOX@#8M1 zz@bZg$PgJ8&7=lR{-`*ValUlp`Sa)Fuo~i35_~`S@+2S#^M6)L-@SLwtID`c$z8y_ zfuCgRA6*q{%F5p1;oe7~HGE<@CwCkHNtliG9R)-7qzrsihM6R&K*{uAdvct6W6 zEG(QgPYHPPBtBX;u=o4d*QPCbIV2x@vPyrbuh-z<;6Ok)28)Ygz)%!HR0v9J2tRt+Q+RpMol`IP#AcNk_aXy9z41yQ@k%^ zaPDp5{e+a3etAfDp!tPba&oe7U7q8p>A{J1uL(z4A-+1>ncov)A?FGTCk|!@Oh`I) zx*{8STDkFBn^in`@#4j+*RMA)F(tPZdzjTk%W9_TU)ji`8TtCwD)Lv)=YAnl^>Sv3 zT3LfUDHByEnKca4oAV3=_U%)siIJ;NGG~?Yegr6p1#te_Y~KFD#i)KC>l`SQFD?43 zXrZF>!mbBkM{r=PkcBskfNAaf>aj-4!no5xB7$G3C|*2M`!;xQ9e;V(!$S=)uA{ft zRM>9jw?ldGK`n%6NzII!5SLDFy5rC8Fcc#80|(R#XJ=lF4K{OeI4zA}k(Rd>LXpGw zo}}czER$~i*4Ab%W?>;To`9Ib43D;X9P0d~+fweN1fVxM&`3_Bgk0|P=us$=o1~jZ zO`V>bOJm<}T$yJi)?Nc+soeK^WGf_WQAf)%>GcW9ah^lg^C*YE?kbv3q2x%(%2Iy~ zw%#n->T!oB!CMKpL=9~)FnX3hAd0HD|^ZbI3rj?B|+6> zs3l)@hmS*!K0=y0p5+-35XYmH`8i$hg`I3yMTp-^{nY+pf+AFsG*yNQXI+!O%A7qL zPQY~IR4#z0Mw%f3f85f87BN`<_-hK5Dv;@7=p6aewof`g{Enof;0p^#v|3=Fgw6 z{Os&ou~qMH)NQ_c!*D) zYRoiO0!Rjsl;qKPe%$lt%f-y_N@4EhA&UTwP9zn82kjsc+v;_4VqpZd9=S$`j8+TglI}8P$GUrWAJ#M=MfQN1 z!|&l@5ftj&RR94ODp$tl(9I+esG`y>)q z5qG}SSHxi?5-BTscd-3YTwK|3&pjbg*WcOX>QZzMA|=TI@>Jefw&`bwpI$F28Cmz| zBkT_yI^;4|Z$u#J)oa%X`Xis+v`4$rVl`*yJfzlW z6m!Cx6bS&ZAO0rxKpMDOz_LZ`#*G_sK;6AfIcY!}$v{p$-Bl3{c@Akzj@>(^0ZUc8 z23iaC5S3Z<2J?q zWbd_A;*}#ErPN5tbxAreRP&w2GkZa0^vgpI>0uzKK#Ci-ZcVtmfvXqQ1ocKg*hqiN z@|$9#0=HC=T;xGLti(QLUplveSNC`3`1g^KYQPFC3jtO(Hq&?aw`k_sKXZ0==D$3s z9k`;gkD3sJ2!FsJAO&(j(pl%npahVr1OOvK&pP7lviL53ISlBearI@M@u$RqOv~2f z0+%UHBsHaInX2(tw-oRd6M%QqhV(d<+5P7~7$alQuUJ8C$#>eYZCet~P#(Z{5)tI} zb6i&=OEJgl{0RvO+_z#w_N55aj%dObOsVmAA3UI@o75yuULI&r5w+`=2VqUeGLj7v zQQ=Zed<0C_;`~Eax)531^ham8V46 zSR46pYbXLe0PqQqmA`*q8LJSXoUAPj0U{omqXGCPxvs!*G=6e?C`G8%nXj023kvTn zmPHH+eT*#%2Zy&4Kj7?pLrnIwf)mq%x(sgXHs8R^v zK-!IE6|oJTs045)*Qb)Gt^ndx`|iP3>t<<#FGW{0pPjvdycdSEnW4D$He@7pJZ=}t zwHtWiI6jz!VKPR|AO98wDWr(KKkCV`o6D;JQ?c&O>g3rg6ciK?{!0`U5Ta!Hp@CRn zc~4KzejSK??-z^}ab5+r^8pAUkq6L5!f+$EdMNHK!S&GZ@7EB>VH`@)-BdL_AMb;^ z`W~NTQV7_8K9OlR0@s#QIG{1=COzlJF}pWls_D%7}dGrdj zKYskk02UBcUS2NCoA>=HLAqdT(o@pB`H@O7r%h10udC4x@Fn={(yt3Hj1M-)D@5GP z%gak_DEDYNEhVKmG16h%{(g-Maw4*$e4Jtw_jJKT=hndUH$8uLg}9kE=h|XvcmgZa zkDs6&jLDu{;Mdo;z>;?-xMhWRZ!dCm4-#`wL{i8w5y}b(QAHs+p;PF3u%b=}v=>vY zxAz2M1@QAEz%x;PFktla=6zbwkEyV-woWsFhLXitxDIR2*L(U}gxx^HW$jj=IILNh z;;u~_?jI9;_to((v87#nJ8 zYIur=t_xEVbY5g4Qx9c}Gc$+05Gjn+XMDbIrQ12~zx`Ri`Bve+jdOpV@R(?gV0Zld zU}~N!NJ;7bms`o*dLpcIoOIUG2E~1aq5i=l#82ddtwO!u-rnQX&C8B*L22}i1mS0&X+TPQJX73-xAiU3&lS z!0!jo{`RNAImVfH>T`cm##db{G1y=KV#)eEER4SQk9T>pTzk1)68w1o=H*hSPpck2 z4D_@`4T=aA0*be%XE?Mx<5$<0_I`fWwyo8vE?LL4Df^k-U{lFWqJ>l3j}{jmyC-g_ zzd@m-q{N}OtFtp&(u>WcI#Tk6_8RgDN>R{`qN8CYrEG(XS25K>VHvt~o^sI)Z`3dv z17!74EUw8mF*9=SIDVzHueKajGak@mJas?i{R=&}X`j{LKwrdPu6-5mu|+*~>yI)r zsBwrhyJR}ba}Z5A$c;vJ>^Rbw!%I^2FJpzX?O06CPRZHdK;%*K`l9N8<;GDjKiMYQ z;>=dM@NMSHc3j+@hYt-+wv&&9R{HOj@fW&uvg+;HqvRLR*!cVOdATz*q+^TJ9qBncl~Yuwz!y!o&9}F2RXvw z$H&|k-6F!!s&nGXrnzkv@4DIsBVI0`Yqh<7p1;L)e>*ZB6+G)juE#DSr;?%$WN3_( zmovt#J9<_%Zt{Ht#L!%m!|Crri=f)4YxJ<;~(ZzT*m|WaWHLu2|); zah&@){m@6Bdura3W~NulSK}~QPcIR~I6ucDKj2t!)2m=qC9~O?X-<{++I(&Tnr*3m9$6oZ{A{l_`g4m7kFORt2II1Ksx8o=GAO|mV%KX^aFFI7}{QQ>eOKtQ& z9Us0o*sn1?Zpg&MgoO1jpPQq?DxtojLeACIbv&E&Qz+ypFWCl*T-X2xfZs=c{HQ@N zCq0Brpn;k5O-oAyf;O?5>j!l{GarAC3zHx7}R1Egm_j6aqJn zPB>$WV;@g~D{2^|E@9nsC>xN6eMNTd+^HNTwLwx*M&>@$r4BAOHVMTsMaemRKCo|_ zn7w>hSQwV6AEYU;8Ug(x$~0JspbNfgz|Sz+e7V&G2^Zi#0HBEtfDqZB8<0r&lXKch zW*21u0MAH3R}HFjTOUp;c+P?;kWhMVZW*M5RAlbjTw62qmOKr`F{iO1w^^-u^X7qh zs^KOxoF_)K`|dn=pmOnIDo|DX*RNr~1>K+;s)mM!!MecpK=vN~R~9uH5kVQSQyrjA zwY9*7TpE_1q~}k7#=fE}3+~>(pWeXBwST`N=s(6*2_lSgw9FP(R#p>qCp2H!C86G^ z}N8X)y7uwq~rjj9~}F9F4v~V6PP|3mu-xzBA5?gJ_OuKTRO~O37dFq5S0L??S;3di@X(6C~lZ;-U)aO9j9#DS5-jjnRviZH$GgN|Go> z*W2Ge7VLs^&z{pzyt14(lEDpS-%&K5@p_4YqJe?I!_rz*O@7l__R{f#PGhx)W+&tb z@+5gtbSN*v-+!~qNXc%~)`I+Z54V~1Y-MInL8AwRND9!xCo3zfLmi<;`XJxGU(6qG zaq^5TE0Y-=Y}SHgJPES$6XZ~X>RA^cEmW{4Ei`mHS^_0&^*d}!B5?`E#<6>JawC!C zGzQ`_ZF&?BjyG95&P;TTmhu*UUZ@9HTmy)x42eQo3l(`iZW^m2?($GeR^GV#yanhG za?evWHZ~466_l2esz$Sb-)ZcEv=+ea1_p+B$XbgQE#la*C}(?Kqf@^z39^A&EVg$(|V1X~Q!A9g>p>eX|X^lJ#F@@WI57 zC~glPG75*s1Ur6U%kzu`k8h@$m6p>sT*49o3k7s-xfk_U6gb2NAWOS4YHo+?i&{^7?A38ssD2j?;H`ZcI zjEsr60}}XPrWqo>HP2sxtx0<-Dk{=vD{4Wlk;knhHXv6KI;ewA7o@1?!o{tvt(@8~ ztUB%jx023QsZ35F8e#}UmqnVQxco2O_PFqClw~)fLxYdrZUV2>L6ud)RT2>ZLDTS4 z`10V>=g*&8HLY(h)8E?-l?WG`@%zj8_&9HR?vK*EDraagM9Zn@;pGAF2^2Ky>SuPD zSh{>j*<#8-SX8ui`H2?BbaKC7z!jsqSq=Bl&7`p3rCkE+^&%H;aBv8%oRE=R zXC{n@h#}}g#2Dy$y`WS%u0)2!%JiIB=?w8ZxJ$%hxt4{p{OqPTj6a`>*m4%P?UoBp z?^Uby*HhEi|6<;H5@*0EmZZ8*)q*KOaz6k`NgA3;8c|-b+|28rzm3;}tOpIwfiP)@ zTnqe-RT5Wh8$3A$di?p>Il%!94Glu7$`iN$P#PIom+5abf?C~W-_)e5&Nnj{*?F}c zjZ1WydNJ7ryGxm9QD3!Mf8KZ)GTRIihBL#0kwR zAIMv1HkNvR*ovN-F(`yxESVq*J+qVkyp^vE_HzJX*TwuC?XEh8-1~?HszeXQ=83R% zG#b>rlJRT(v#hGcthA0&51k?*so`D%6rTzBw08gU1-~}~1 z0aaYelPrr1_4^Ob{A%lM%t{ge^<@FM$DW=ZNOK_t(_>nof8~mGW-0m6Nbhk@Y9CD%ZNA(=u!L17YPI>WY4m2d(S$tQcyTvcfW=rqG^G8}Tv+sLcS z&CAPc+y7Ys0go@XSv9Hu_L38?LJQVJmz4Ui5AVj@javrmZ% zh+}Gs-XY=(05Qqhl6JMBwyC)IB!W#I9Xi5=5y7R%iv0Y_(6cYwq-c#+3^=0Op@=3h z(SpdKP~r&e0GB|EGHzyis%t7^u3{AFe=yHoeDPM9oZDygD0#+Na&-#Puyon{BTTVo z+xVqe@j-D0G5w2=o5dLIS9gpWZN^YDE-rk%!KJL|>T3eF=~ivNkfB{(m7SfvT9+Ia za^{j$dE=XZA!!ejj~t+RWZuhOxR3~@=JTXCo9nXtUh>iKh=_pPrR1yZ{GChJb+TS( z&%Hmkhx`Js><#~c_y50nXXLcWJ=_dp-N^7Tfz(Hj9_`mzNzN5|n}9xCp`wz~fDS$V z7QlB|geT#-y$oBnZ29ov183-6`d|oFO-)VxIugOeJ3x2s2#syI{rY}}#M=V8<&_B3 zWjP{EmZ%wM(ynJ_wj5F%F+g{Tpp?0GgT;^)&M8kRTgL|O6a}Wy_=0i$&iUL267Sz% zKAk$XSf?cK?2w{WM^A5@;e#g|)NhlvWj>4<=n~WcGkFIGCo4ut#i8Zq*co6{3%>%& zPYdyNwIzqQ*t2kq0I z?yu&v>1gtqAGkvhBnc|s2ZQ}_Sf7sl&x)0SO@Z#D0tL;h(M*j+YmwLl7FiuSsqeA< z%6FO^F?fh9K#M^OtMQ9jm$wM#Mw>0N3cB3la1z=-F-Sn#t4%ji3KS=33H`Ta?XIi# zdzBar&C&jeH%d$9iHd?^fvC0j_QoS;b#B&`RE#+tl#W(i;26~Tcw{INbYce&sua4q zoH%iUgO87|LO>gWQcA&O{0Bc?-c_qsfv{;I0oS0d@?+YOLE}uO*nqWb=6nThA z89;H8_0kiV9=HVJp$C>4^J^9$>loyGL`wMQ)(^&GvFP7^Fy`k3RRWt(hW6Rf(-Q~$ zM!+(duOAD>PP5sXw2dNf-(He1WNDE6yWxZN*%>cI_(e3lVqGBw`ssL`0HA3Gy*V{s$jRoiG*qHMJfat>-$+aJ1qwe zpOt4QA#qd0raP4Ip);><5~%G1@dFa2F;>uoBTuIzA>v)ZPN$)cSHjjndJ{y-g9xmE z^h=s~-QC8L)yTBmT|!_kBV8zwr2wI5R(PYqi9uh#X;Tc2P9*Ley0y@LYfx53+r8v^ zOLm8NV~IcEH`&P{s_lg4$|yR^nv-hr${ZCbyjdN$5HNM*)8Gytkdj-Se>^}M%W(K% z2n5h>;*ky+ic}IDTM7BNHqA(mAT!iuD*ABAWC?x$^3pRBs&nk|J8OwRjy2KI-fm!< zgk{IU!y`NUtN4%s|IG9(2gC(J090b-kAP*8IR|4DuBRJ2S$IOef+LW&0Ed6SMR8D@X$= zA#O7ogM*(+#VdkDcT2{rKMP0FB?8@+2NDn#_Y|9vP7E~COjEu98DbU0B8er)3PdSQ z*b?xJz){#CjH$Y?C`h~eG#(sM#*h%KA9i$+Wc|<)F!Rxgt`IZyz!`uU%v1J(qZ0j# zH~*(6+ydvQEok|Gq$wkRDnjoEcZ();7(T5qA`TxMezQ)s4)Wn+79t&0XJVRpV0a_$ z6Y=SvN(u7ijGQFlGlu&iu^$Y=s zg!paHCo&i2mH4V4J#`EWn5+BX2>_b7q))H&Hc6xh0_DuO<=QvoakQI@`wCep5`8FOAT#7 z1FCMEB5UB@Haj!|09LJ*i~Romd&D;B>Ct7d2F3Nb%}(h(?0Uc`T+Nopc>(J+?Yf$x zT@dVx$dT!Ja${!D=_NQY!3A-m< z(`4<5DUNW={3DiW*lsfDQ_50epgIW(wEq--^xP<4@>9q)(oBRolgJP#ZHbdY7ES6{ zw57wE;D<9_SWMpc*E@)P+fgX!>M-Ld_We@6`uJPzLZ(&DVik2G_HT}HY~ipASwtts zP6VeIUEnZEfeQ^U#QP>`Tfbb|GmkKwXsxi4{p2X%ax5zCTD9 zqk*9V{Ga|4wt#yh!$546ApuOJU)7dlMZ#~+XTJ)5i{pWGYYJh(#4cu6WnluIi!aSV=7(C4l`u^%_< z(1j@<%`Ns|Rx>pCl{;B}13h)RLcM&OW133GjCJTX=R8KfY zY=AqG)Sn$a==ie|QZTxhU1Eo}48u=_(b$_GMkKlDDedfrWa03D!z0HCT!)v z%K6+y9|8MV5MH?QoyDx$Lb>}W^vjofml%8)mb_9pJr+oefB=Q9R-JOg-``Jbpn|eR+Y0g zt^*AML5JLQ>8`zezRA-&KhDX*LtJpE`20$XGMEO<(@Gq41B4zQ0s((m94KVDhr>x} zYU{CNfQM$Q`XKN8Ba;ta*5UZ1gRK?(#9kCRn@A6Pw6jCOgfzEJkybjq-dG{MsL5Hv zb$NAEq_RX8>=G3f)p|GFDcf|p|MTNEwo!~5WpGvhl|={K0ZC|B z7p(k=pg9)5W*j07p5E%7niy!EY@~TX`qv##A)cDHzkdv9>B;2Kz6R+|8kTjMlmPo$ zhIykZOeK@%L(`-s0rkHY{f+gTH^<^mw2@EYnGV1bjzL=M>JiY+u{r^?1*;*Idr)i@0+({9?4gM(>4~ zS{=vw)m%(Wi+o8@VDLfviNJ zGIl<|+?mK2lKeU1 zJtx~TAh^LnCpvWPi5xM&!e~a?wn$ARQ^*n*(yTYasl}!psni*n5}}g_EUoS&lRsENFTyzEx`5Yn{{&S6LYKT*=qf;%H_=B z+UTm$FI@_);r%wf-MbEUmFEs5h4wLs+9eXN1XL_8tnOtSx#b-lbD={ z(K6_oVE&Cw48-(_Y4$9ENNq5T@HickQe1lmLLW%kbMxj%^Qwh|Wk%9-d@7#iE4^ zPkm^y?tvSy4x`Esw=UUKL3W*>{b9L9pHx!7^_&^p4v`s=0KFj}C8M&HQmF!RZCzl! za8ePydJ+YJm|_2zV2IIr^z%874*Osj6v$wbRveOy;l!5*WW+GN#)C~cWN4u2baZva zfLIU++4;j($ja#uk;I@|o8j)IPMxa6^#RiCLbwzAt!iL}lcQrVe45m)mU&^o%EX*R z#MB?z(7YwKI>V+Jrt@qyI8&%}SbZM+wGmmCN0BQx>$p($me`NNFOT z2{c{q9i;U<$>--jTNL)+enQy)2Sq;$*gjr2KR3UWq~Gsua2KfkUNGluXj&PVO#}$k zv%g&24mnVXv^EQq|B8Q^8sthP~e(&Z#Iv~Z~J@t<0NF*e1 z&qyRVh+*|Pv}QTw`*t}0XeXgCGR#w5L%=6Y)Ct%kLzElHFVLH;`UBxMAx3x{ok-lU z>cHT9(@A?D?W>0em!#eeMb)gGy-#v)$LImmok0K-*?vFTl?K(dX0hm?-8}Xn2us(mXH^DO!of2ISv60&((VE?U z%Qi?m`xo7_bgFBJ#s+8AscIe}Z9VMxc^VWX0864YI_`nG_FoslSlEljMB8z~fvVy* zJ?e*;jfUYKa6bRLE=|v+6wU5{XNjOQRQ^ZUcck*d;oT=dL2mPPY%-5xVq(N+ew`!Y z6mgNl#WHA;KX(-`->iML_%n9>ko^gPcGiuMak$N)7T&#m`+eO%Ts{ezj~=Z?bEmzK zEF}tslGBrp9IBe&0CWZ4w#&OvC9sv@vMqM;;bq}n^X4{` zLsFCN;+KrimtMlG52X!qNUDh(^a#c|Yf7pRj85w4wI%s3eM0!F;#ke{xoGcyz%#9>}9+q(QzYY^Fj@h({ls7?nV&vy3LlAt{uN3t?qKpb%@Cq~}Zh zO4#ATh{YG0HL+NXjrkHIv^;60?+$SeM<-3dxbiU3TF^W?S1~eo|J;bz*!K2zu~BPl z>zYVOFL(+g=cimbh)s%k-MDiwm5FhoIy-+=RTZFf`eir~v4nSi5Ib}Bk4Y)N^vI60 z>n@Yu|JB6v&qRH}ODDs=a$F}Lb$|bTr9du;IX%mSz9;t{>K- z*K+}nBd`sw0?=R2Ab5#3)$7>=FS%Vzy-qtEh4SxjPK{X|{*Qw08#8A}!cLjL7|$eN z$XN$>Eb@($A8qv5!~dr6`>v)X-@m1)|88C-*>t@Qgh)RKg6LtaU%U1!t)uWC6$kD~ zQxZvkx-1(uZ#EvOA!{onl`wOi(VXlTgnm-GLO zornxV78i!Bgr`h2ah2< z_?&-T#4azm7mx4Qv14oxiOK9C9G;7H*9j&M`}Z})d~#i4$;HdkZ*s+{d5>6sm^B(| zX^V(mH9cD>w6vauWycPGDfx(<$~%-lFL^uv&^_vhc{duQ2JUWOW%9U}V|Rx#H|JHW z3+C~wvb@i}{dDnhvikM4hqZW(heNM!Zs!WWy>?yB_0{!@tm@0pca1ML+O%uly7&Du zf+{>+YFW9wClo@d|FQPl;S=Z--pVpx)5qcSkD~oFE#h7xm_avMn6R~eM zF1p##ChfwkZG75=)*`3Jq3D~fpUe4_Q~`SKxi5TXSoEj*{`U^ow&Q@}KfC}q(!V;iW(SxB zq}=-ei?%&cex}ehR8P)bV$kuc)OnTrnr!QIU}jNJQSs4roj5-YmHrb*B)a=1w*0h< zT-~<$%8e8i9i1eQmu_s~AT}3^?5}i?cn^clJQJCN65R{gQ@>}BEpx!#kp7SRk`E98 z`$in?K!=TvT-k69+7rLgM@C}ihl5`YtOGJb^|xHGFxZehtgNiO(Hp_uzg}1bO)^j0 z+GfDo9mpdsC#Qz@CLVK%W&8d4Ty(@I4+vX>mCp~TA?f-0tMR2~)Zo71V&*#d=ZHcM z?U+;*bRvWSGs%-aC>84Xz408?(k3bdm(O*_mi@TKAPgxig=O4Y-37 zOxx37^E-|@tsJW;?C9Y~|LOhyn3_0Z_fE=csYc;r-Nt-{$VkKpcIEJ4&^gi%;Ky&Q znX%~_FL(A-5%As2I0$CgsAQh$Ol!G-2cGmLH4pNjnyRYrV8N6HF?0bA+&0yveX~-S zRec-flQ57Oc(6nD$oJ>GA^QmjO@hKMJFX`$e^Ifd!|nxsDz@{`zB9K-%rnb|#0&S-Sxwb{w->X@(KfP$28oxmhV+76Qc_ahAt9CuJC84jS#5U~ zU1WN?YrASg7F_|8s_+w!&m)Y` zMZME1#F#v&3i|sc^xww9y!U=+{N(91+q-L&792ij&)Yp=(A3bmk)uB1akDSTXHV1)^BlKd?z*9}? zvJp{HSC2)5%&ww{aV}f%?OUwcb>weZigH%jzUa85n7Mei~Xc)ayaL{JW$d%`T;)(zHN)xB5+bnnf4w(>Kx(N$0?={bLa7i zi3!!>D|Zge0jYnHi7|fODr#zdP+}C3H@?PV);LALIWy2z;vHmI$ z4zj0s;PbO%Ve+x{1K8C1p|q5^U2Gc7vwHBHfJ}A{+IQTi<@E!)$zG@htHeT~U~%#B zDYZ@yUKT*u=r|9*B~L3jvw38~87HE?7%E6WtQn)%m5W{QWS15+iHhD^bLZC=rsrO_ zg7JX-xp()gmht9=4!I0D5p$nOou#oct-B7JXa(8f)7#e<;k};rwW0#{R2k^PV}cLD z$@UW<`Y6z}p4Y1m@$b{H!NV8WckMc6k)>sk)!2K0e8qip+o)p)e#WPg9?thtz#UvT zJuk2Sd1=GGI|BdJAhV}(Z=}ERv%xGSuAo2{IIYW+252c1y){O*?jPGB2G_u(wM%d7 z%`m8aQ@LXeW&(y~o6-Lu4Wo>`J80KThV4WZMAwv;*A|~F&_zlVyzn^`j6$94;8arb zBAv!FM`<6XOnqJdik%p`uqxM0I6@W6#kCUAMY0;A6;XCy#oNz)HuKGrM0Us?@_RRX z+c*y<5OFj@;=$df;Gm!+(hb@`BmI;jU-s1SSR`tqK9Xh=gu#UPcqt71ohIl?$>?IM z`_F;tBG&^q_TD9g8;Yp7q9S}%iS?0#&?GGdPyQ+0I9e};MFq=|lu&Gr?1g;d`}*r6 zmI-I^2b=dD1(FITyS zGXMUvn111W(&Z$5)E?M!91tINp# z@@1X@5uu@nVFj~#(TpF}V%pK)Y)+};!cSqVrR{ouAg#Mc!ychk<@liy3#HvgB*Oo_ zHj~H6J$|Kg!|J|y1JhmwMaA&nznv4>ijK>CV>&@PC~%u<vaSpR_D}SU@(+pmgN+#wR4+pIb}%q6id0IK`Xo+a8e3f*IJMdE@8~Vv|Q! zPz3m+4$oc8g)5jDxgq+z4p&Uq&e_mcbjbp($O5 z%l532%#4$V<8%~#0v~V9X%6c0b#iY+hIbdln1}cGUqD*WAbVjc-RqkcoL;Xyac^XF zK)3bNt9{FOPA{SySf@?TdlzD3SmEyuUebW1Dm3(CJNKi~4n<@mCg<-*$erWme){?v zbp>TTy%gAg@YJG{=#LrkT3^}*<)a%tNB$01GgDJ#z`yc9Av4$xMy94=E~_@rYPPE;>}ZwPcX#j+ zw!+pFOP4;a$&lFzW*zHtfoOvTl&6||H`n@_YawZwnLPA_l%Wy1pU zNEbZkibF_9jVSLZWv(9_;>m-Bh@?seiV7zMfUOCL66u5TU--ONvKqZv(wvYao3k@6 z?oczGN8#fa5QxhxP}O;!`#!)x)?xkfg(_1gk~$)a$bi;_745G=^Gq36E#qqXoxJ3&*lV%tTMvEvCE9#1UqOW&!D*I$R-(Y8!7#=f;mdyxnFs zcIWS$=d|`cQQ&$arMu*ToJ7IL6`h<};#soe0X=24O##*%&rpQ`7zEK}Cc9~JJAAbg zABJOwV~r|;LA!VxfiXC;;5$#ohWWgBekt>a~shUBO#YtZ-qP*IV^z9#(2()%Kh;S5}K z?WLFRt=X&I2#SGI_#$3<_vR<8>p=(cUd&P^_;RX;6Sn**k}I&}n&8Vpp);e-wzaj% zmhMBplx$GODpybIK%3o{1rRz_XIxEQo^;WJZ7k;G!GV{3qo&xujc0SELi2gYsIG7k zQ67)nnWS0w^`gITTXdjBHR;vDO4L(0J5|Uk`M;QCH%H20`)L0KGytL>{oPr;?8=5I zEZZ-cjTU^+r3OMz*wfaL*u1&Art(dwO(9%^wx4NJi#ci-WxW zOMaPeG<3Rmomci{CVXP zrH3*`(VZWkO5a&TNnH-|tb|azfB*h_l^wX{Ny! z`>8V;ua)c6W039BK0F4Z@9*zVBhMMUI7XWoeJecCg4W_#m}t{uRE4%=ly}Pn+(_9X`ALLN48e-}}6gQONKZZhe3z(HF5H;smlTCOaR| z3(Vw_=2i+wlexJ(>TQh4r+aDqjsDwm4hs1vG)*?Cw(3RmDOnqRjCzApWYS_pf8Ae} z^r#(K(#duuf5PehNm94{uaI7VjlGkzld^_VTv*qN3=ydpr~U+2qgzlf4O<_UCU@t~ zQ>$DTJA5$$xLY%0=4ORZcSeOC9(~8mrKY0eqg}sSV#fn9x5#Ai*! zR^onc(~}72uKiRkVXE8oYrZ(^ZWb<%uW!c8IV}1W8yJPHj`QaIyxQy4hldFHshaOrD7y!g38tD&v6T}{-%JsBb&H2$|7Up@0=y1~IdCb)Sl z5t<&0N&nk(0)yW!nSXdRmrDfA2^!fxiA&mk_oLmbLAl={?5sOZ2*(LOZWR6I^XWgr zA|Z=|78cwiwsNDjw?bSuPvmx9W60N-H4L;e5aAQJ+^H=^3T06zIhs_%xmSZMtQ?V# z#+U{^t7$GZ7!(ltkZt0}kmuISo9=k_uG|wiO6Im`^T4e+50abJFCbBe6q} zy*)?@riAU z?+1${o~x6F9SNgok7zwzjw2&#>DH?or=b_$5s7915}*3=gY<%`p1C2zlxmh&qmB z(-m}C!dHl&p8zVd;S-v=`QSBL8KV3;1i@heT1UzX3Sj{K#9D>DK^O1!VY}`LY%r`O z&~6K#;VDnD4?QnWto*4kpW;~%izBdg7-yQZuO}pD12ePRhbo=9OE%PBsJi@=jEu6K zT_#J(-up_)SymlV*xEt16FfeDI!1{+SPC~A1&kkL)hIfceGC-JaWJQA{ifm?LhdLa z2eQX^KZn>uL?B2E<-WI0ULafcc`VSZi6#PvBkrsge!TZRH}u2@R@1&##QpT>=R1r* z!0@(;;St02a6oD`?E!&XMV^_NJyler)j${%Ew7Hqqws`7<9;QF)T%NoiJI= zvtB*ul#Wi&)6-p&rCy$%JF~KOdlc{TE2Son(?pf-CQXLTe`K3`Yj-dlxRJU}5)W$G zyBX))zWR349N5qoA_sz{NJ~uiJDvgI`B1O?&vjamuWZ3~6J2b7#{MQ5JfQ3Ge}>|l zf*0I#NTJ=7;gX75ZyD8}d8|ByeYhV8oTBeVmpR^}=bOf9{E4J)EPDnf+ zcB8DJ5l8$aa8Psd@~T0U^!cM$o<>_vLhS#xX+r|~K06POIn@!7fUV7(+}!-aYpmzm zzGb*iT5qLo*uLE=Cvi?xx~=ea-nu_TNMxnV8^!^=Ay7Yel8f&cmJJT4AWYK zM4rOyP3(8~JD#3v;aUVhV*9rK=-l1^pZ37I-PM zXtd{JFYTTPj**{B29%<|v{Kz4pju1fYuj5Y{d+PGY@nU+)7O8tppYWgsi>-Q zu3qwVc&xcr_R`WzNQZ|K7_p1w!^e-}33G~e5!xc|lK%mS{(+Md>z{MA7VaMzYSK@( z>a%XN2?_WpQywJjN7EK5l{>IB*p~h$_#>5&RjTN#ZIz+*aE|jD3H(2dy>~p~{j_p|H${(e92 z&+ogg+x5qFyYL#%^E{99I3AD3@i^N3lV|i7zdGf=*IPWMLYsCQ3#LUFL@a$7vaBla z_P-gOVX3WjuiQuMC#;R1KYOOrr_TiXzMf%QRD7|aI=Sl5M*q2K=OPyW{?S|Up4usw zGhRK{BpE#(@Kdre>1+GH52b)7Hve5nO5@r0kHh1r4OYFrIlJfhz+6oBVxd_ty{;?k z>Ut~ULQK@N;a&gi_}bk3HD9sh*2&jj|3PQgS&$tadZ3pSQ<#sn1iFhvoquSij}{<8 zu^YI&`}OWUPQ2!<>7&jH>QDgu{IgCPNG9Ukx$%Nw!|YHvzlsi5ZlnPhv2s|CPrdj~ zAZS9auz1tELvt#f%F?%Ah>FTv`*>6&LhVHe$v15=`R57xbedt4>BB9#3=$dLd7e?PCJ*?+_(JF{uifPk!v;Hz zpBy9lm=XR)zILLd5G+yAdS1b5@#5n5*|TQP?fuE!VD5=mb(I-`cTg0v(>|*<{`fcp>yBx#sRy2ZdWN*L7DBQDqx+GoE}H88+IrJzqf2eM z&Oa62{%5mB4Q<$7cqF!P-^;aIZ`_Z4ysGxk(*Kgolj0i6$4qmeCya!$YSLU~g*^qE z0cq#!UZSFC`WBM%@nX_f#2l9JwPF_v1AxfaOP=(ebpQ99Inm#jid298?WRx9ey@1< zvTPP0R7iseNfOD6lc}H0g_#iAVI(uRR`L=9R)^rt28DcOlXq2&*Mx4#b+(t6{uy64 zt2w&i+OOnC=EpyuO8C3+%zpf(dH+wTT%^i@@gMi6gUcEOXTg9H&ccmPCmIR^W~|LReys|#P|PuYPYIJew&m1oii%xrY^?s z{{C5N2hvxL1nBXc3BLDKeLMEV1*CgQNw*Q>F5y}XP`dvNEl2&)YYV?k(P;5NtUt_4xahd}jSuD0LD5s!$n=CJ0wU6uyEboU;G0-l7Wt%z`dNnsF1` z6w$+@*v;hC{rbPJB8h}C?a5bOka*(hC#=^_(q1)n+MR#tan}A@j}sU=WK4)c@|}M( zp#SKnX8%_b^#705{m)c_=yA>#N`rquU+>%oef@9Jn*Z0N3_Z@df3t3b-8!Z}+R8Qi zpa0|kHB@r@UwdU@B zUU{TRTz)jn!G(y3)XzHl^T>YMCjDQ(-uVB;J%4OWzy@-OUXwZ|^?&r)>%yPszuz98 z{zx|?-beb7l#mzAo;};?P`L&B_oM4O+viOw^SewoT9@^6?Xc|8yN=tZ{rmH63vSxn zx8_)@@)2&wx&&|SV3h6m?=RlE%b(hIeLU*R{P&-^d2{6M1F5=78Tty*W4m9~#XaI$ z@#g4%h$V?p#k)FpD#QW!{nzFBc`)}F4T zV$hcT&n)I&!mt0Xvl^+Nq2ED%JO9Q6+qF4qIq_IWuE;OJKl@8^H-H@9>7Jp_35*F= znavN~+_H`6+}+H%7Y=c65Cp7SU1plF-Fw26&9^bQf2`gP=zLqB$u|H@Pl^MJGmDpHrGDQhE(-p5ip2 zqe-Xzq6~$96MbO&k0{?(ZhrSIF@Nz>esLX+J$E<9H_gq#8=o?GBI1{D=;3F%xi;(1 zgp%-_$;uiJ=2P@$>)d)pZ>Q!`d#4??<|l^7|L}wa+x;v5#pRCj+n*H_s9x@Ne|oJ) z)8}uycFF&NkbZK>HbdB2^pCqW)AV=Vo-59Ir$Tk(HI=gSn^tNfnk{K=`dORNt;uq_ zagDh{(xXzV$48L_!0}HQF|{GW!)Wb>ElaispDg!Im$O6EH9>gRyhbXF;!{W=SKq1` zKdScGEW{+c4vrA^0&`-lPlh))eh``}5n>UyRd74!W8sm=EQH7+#`7pJNKINep)rtc%^TAsCD?dUO zA)FnUTt7zmMqz}GHKbP5+CbyoS4nz6XBa(__9P|LKU}74cw@Zfoa}!787iBK3w|{` zE1J>M7MtyO;elxvu}c_~(v;}4@@`SU%zSvdL%81U1s{ueE=_ejLaOej1AoWy!-O?t91 z`Fj`9$%M&D@XC_d1;fS1opM+=PdMAb8NW>FvHX+aHsL)lJQKi-#3`e*?!wKR^KWmi z-M{Y5RLgn;G%K@tI@m(wBIAq2YDuZ~oIc7GLENL^BN6O;uS=87rVA>{WiK@}G}g0G zqGDn!#G~c|cA?;(&|texr)+qB*$hc!e^qH;9~@ZE;8!8cYQ%%((8au5oivpcyYg^f zW4j3>n~phu+Va)a&qJ*IlMs?#?-@O|3GJ3L+Pc@(my35;gBDh%Lw zM2usaM8+6o_vFBKQ|leOcRUR`CjcPQT9nsXagnU@bD^*iYZ2~QH_w0b@lgwcf`W3! zPYhpuC5NTGcuF0}0q9BBzf*@ zoLg<}`=8boHBGggl6_LBMqYV0mUp97QBO3klI3ABX}9}ld#{YS2xP=g>AcweBtnZ? zyp53goy%PFa2gsl;&5_ptV>@#y^Dnl=agl4>RKsg?Q}8mutttHlXvd5jKoj4i=on? zN)b*~f4(@G&SHPeR=&3(-CL^p^W!@qCDz+r#B?@Zkay{Q{JLSPP{Yu;aD45f5u%eB zQOA|FAEt4AUs>V%&ed@Kt@_ju(*iNyP4p-V8!i`*at$E}5&w;eNy=Dn$>)jFYCZQ) z^N15Vq(3a_9Gwm`SFgTEAYJ!p#0MP!UbKoo0+%#(uX*?3PRNvN)!&4m zF#W?oq#y&76xX(=-K(igoHsbugmTPsO&ps>akEn^EP_d z&4ffjv?Oy~i4XpQ*1z>RL-RjUBZTz&^L}{Bj5%}Wyfw+F+LVl1>aWG%xN+Mn+r-T3 z;$Q78)^i2D8p4=HnCTJ3ZS>ur_-{liB<5HM(=1d#Vyn<5AB~~$*bdf_zYF(1d-FI8 z@OwQ9zG%+w{xf24<}X|uBxL`hiywcKod?rF-YMc--hR+IlDyEuyLL~zvg`#&yM(|= z?3IhRzTJ0xS;aL%5BwFc-%rEG8{J%*ywJpJ-jtLj>;&%7^XOcsKdC7hh%Qwa8GF@6 zFNuO#5vpr87u&FwiGfftKNKW0LXI6<+4vS=Ur{YTvsK;U_F%v@)sRIS!s01TI^{>l z#SK@;(5D)AG1OGDe|>ZP4qMgn=$nmt51TM0yGI9kHIj+(%ulJw9jiRm zu}E(os*vH{{O4y7Cp_Pp&%uiuAjq;8D^gzjZhhs2t5;v#y?=j@7kWVr?70iSamXLv zefV$)OBh7JR>K2e2pNg9>JHm_50i3Eo&h#9L?cK3k1BEEunOk5gtmPgWVVUxZN=!4kDxKX<|}bUw18Kl`;O8`)Z3Z>ODB^Z4}2eYt<2j$d^hBj zJ|S?XJ#FTWnJ&X4jg-Wp&@D zH>qoA1kre+=3SrBEs#r0t)!v&XCRs0X@YE4$GHn_$s)89zH*suInCN<5#)L{T)22~ z7!yBS6uKH4uJNu!zgx3nNr_^HJ^*2mSUX`p63_L0_Zw-{y2_&Gtccm$p@SNai7}f& zF)=ZB*A`BT+r0#{(D=b#K`V0_E^x@z>CDL@`3Srk#* zyYW(8Tz}fa)rh5k}=H($VTZ(_Aje zy63LjhY`Rqxu3{yAn*QYSQp_9e>BbaU)^5$G;bQBb4k70yDNBucon7uC`#&y=y`mtYhBNq+$qYz zB+@)0P%>m?zu@wS*jPm-l&-5P?t=Ir8}osAVFd9XUkckZqK(BPie}P0R&e%g^37jc zYtg++c{KV~$94C2N&eLWPzUefK5y5Iz$Uk?s%ikrcUzw8#}~0008MBN3b#<+?!c`w zu#3^*Q4J_DdK{YUhSAuI7v8;#vtyzZn`~V1MJagsa_p2TZGwY?39b^&E?rdA)pwB~ zNRGJKtXdUByGWa2w>NiMGZBM3QR0*JMrgPVjf_s8JNMqy>ttiI)WC2`FqO$?_s?5q zT4%Fl-n^Y0##Hcvb~|Mm{D3$6?$Vhx^)>dcnk_M&ZN!Xbr599tMrNiQ?{}QHZ)ICx zmgR@ni8vFXLzcBO*HXEh+e`~2&k@nA*_t(j^p+$CvbXo_&uLb#k5_5iR=nwkh>JP( z^?OI`J8)oY)U3$#!a_A|ZEftdWv;G%eP3^&M4$FKHUW}*aWm@Z>5X5utS{n}R5#7! z-=F(S)aSH_b2r)WMU~~r?$F=6uA%t(S3+wU3-G0oQb?+O`}TZm>>nE03w}Qh4Gn$D z4IhS^b^~<&vWXY%(P_6^?dRDNb+sKkc4!$IsxrgVaS%?!c1xR{-f!8I)I>_eAds@y zkjvM6yJ=A6F`8nO!yq+XU0oXo2U+ICNofr3-CIsGJ1r}#1;d%09`D|@i@8@lSzDQ0 zeW#aKmdON{msV6TC$yEt(P4^I!wr#r!=t04-QL~r=y>UO!TM&;z}uiYY?e+lqdL5Q z|9 zeJ)P%Hf76$-btI;>$cr#9`@$;vm#Qs=r6&4H_Fkqasv(Bu^O_BK-zf&K4U|!j!t5>tA zA0*F)p1ZBQJW(CfuZ|CMa(e8WXk%yRN3?MKBICml&-8~66{r`j=^cs)<`n95kayIi zuVFZ@(^lAGwH#8@oZO1A9m><^-&+O25 zi6$Y5*G^u)uF4=dGc+=cYLSwWkwK9tMTP6Q+kNxqk+l9ucj?k4W=Trd<%vfYb*~Sq zq8?`MnjGOM2=wA`UOb;oPba(Q(4igqcmcb1Nmth#eX?Yn(yc*%1NJ?Ky%T%YbITWO zVdO?GSrZFYPTZ9EwCSuT4mJ2h%!?bZxBpuUpy?uo505GyvwqY~o(GLT%eaL7CMqQH zxzgE@Tor~~Z;Zj-%{^hJ+ew`Jkbz5DNXRL>l^O=$I9Hv}Usu;0_jMab#};O%W5R~6 z=yYagl$px!l2%?Tmt1$1qUS8sXrrE_Oe&E(h6!zHP>Pp;_3+_}e6)o$p#{q&mYMW2 z6Z<_ydwctWf`aaS`uHEhFPkMdr%x`Ti7B9*KyfQ#z2-MF%A6Fitg=!OGeB+-t|Jc; zGVGG%KsRJNE$hlT4K?00h)7F2uP^S%I)^3`5}+zCjr^72jj^w+_mV}66glYYK0j+s zc4!%8B}#*cvuEXYnoDolvc-MVrjtxPu&DXvt=M==mHEjG77crueRNke5D-aWDamR~ z_^%R(B&O)74~KQI}IB)EceM1JBwiMi<30@7u;Om zpVrhso?rT_R|_p&%*|yDgY9+uop2N0Hy=NLmQUWq8N77m${kX8d@BqLs(<|GaNVM* zPukCSoURC~ex!XZ&8|B#)w>+a?J;Pp^y$aVnp}?a!7g0=Mo*v4@StiLipF@L48sv4 z((c^ZR@sBRDIPoHNIB;wnsxQ_IQ7kOAl$yJ^!1UcV`7a?J08KNFk7oqC2G zJlK8Muucpyy1uchD;+rLfu_E`zI2qzXliPTRI8V^c7kii#xSecIpqXLz7--p$Eptv zr>J~fU0vH=nxB!LUi#_NP8KNZX7k|j*~7yQV-J+U);FLf1siu2pR8*9h1w5URn%eR z$dRt=);WAxEwR4rsK`A*|6&irZmf)&#qB))u-!YV7KIyc@&g9x!0>dj8u9T4hQVWTK>s{y`p^g|<9|Y4Yp;wIL|@G5 z-B4G*|12u*g2KXhnTtd~O^*}223osvzU-GL4_u@%)bQohl3`*XWWfD=Jt-;U?%h`S zZaP$zc5H9_GRoxErfLy4d$pU?WvRvb^+R!JwRLu`&-?K%<%s6;1?fu%snJUz>#vYF zKL`L*UMZS{dHX`W2`g9XVw%u`#Eh@V774Qu|9$Su@3tP!$F>!T(*h5We$cs!E{oz@ zYFhhR@en#2hm*6=6jSh>4ltsN$Z*yd8-U`uYG&(=xfT5wowUjI*WTl*6KM4l&sRiN zNu077t=Av96*|bv#l*(ia-9Qg59=xk8k9z;1yS#G=R{%B#(~^T2vKwFtT%1il=k}d z@tosD_SO?7w1jxh0v+y7YR8-yrZ>xDhJkZ!DnwAB;nU~Ow}YB9a-^4GhZ9B{gKsPy z<@vh<7?w`ozP{J44OdW5P+jnm-`zX;to6-xeUq%J4>qDLNi8luVPFHA?AF}m`Q>#| zXW$DFM%JxgpGS9*qe^qiwxZQ0qzRBM!+r91#gZ|K@K;n+l$)1l+j(k}tKzLWn~7LQ z4K9+4=UrT6M0mLEn<&e3pb$g%vQ?zZFUIW^~3mmjnmyW&+sP4AvBBl#gMIIrruq_u{qwU7}!gBgqH1! zi@R_^o-1?w#EGp~7m?a=gXg9XnS2CbP|)$Nq2Pv|ApUydBF$HYMkzjaT&f^FGPRCR}A{ zs=YCD14$Z7N{iRyR*`uSAX>C&p+9_hHshpB<{LEja5_A^V;x=Pxi4Ngp6ts?7J9w7 zwP~%$BEjY|Nth@rY;9~(J7gHw*N?k36P1#j{B~(BSGz5$B_C)l^TVmt$4#he$ndpH zOuAyay(2Mk=q$tAdxkEsvg+09Pz`uzkM7+iR4`*nPMMP<$FzixpFY{b-jSrFL(hpc z5ZJ9Fo6fI38sAXaY`2H49%>wV@Zf;~9BJs$qhMqE?qPG+iS!Bk^gDPXl9*jW;(hJv z&p1CmuxJ-;B`+^sy?LS4?Af-Y`ngY^Zk-vmZTogPi>Xt^k)3mn1Vc$li6!lHi3`|am{2FgYpAG*&6zdxUH0giGur__>Ep{YGV3gWa5<$1$({>YS_dh{&?mUZhT3H>Dpx2H=BUhLght4-aD^4!(gi1{y^Ub8l1G z;7W!rHniM>i(LjU<<{lW?_lh$0Ry2=f4lRF6{iyt_IG(^)vqJGO80#etC7f!;npI1 zp<1v`aA<9G@O$$gz9D(KkrkY}?4Yo~Ovn1YS3Pv0H^Thh+Aq}pHRWUW{KFX;8F`FI zPuqTmq>($10CRoQcWuhemfqgpS%;;E7;NTQ!eC0w+A5z0T*NYT?BvPv&z29x`qpOI zvU^G|8Vys{ypy-Eu+T@B_Uh*PHk#S3oxcGgVF@Uua*`5S6b*Syx+Y^oL^h~*7Ir(` z58V5#ul8%xgZ{;2B;?V)5KEV@ep@B#Nlsqzvg0R)tx~7BxA$&5R2^Twx7no0uI^-2 zihGTgf}*0_t|MfxqSsu1(4cf=KbJ^q0@a7gYi6GWlIKRXN2Zqh{CRA9hd+2hib{pJ z=1Zibx6O=X2nUd;jG_h#R36ms+dto*RgnM*$()^e@BXtUPYi}WK9BAUC?mP$I05jn z3z5ulOP#JH=jOdVi4bWCKVRM2)SmNOU0d5x=PtHed6=R~CAn~TNT?UxbRWSCQ!QQH zK!bbrA1Dd^4;*MuY-)*bBeRs>ANM>pCwkwpV}Tq8gVT5Y17%E-^TTaV;(OjhN2e76 zdxysma%H8Zk_8JEXqtLyJ`OjXFm0L=EwDP)gIVyF!R4yEefEUNNnk=pQzcb|z_q5{ zySKA)fQKnP{T&F`el6Rq1Er5-;jJDq!85U@ryQ#)%G7h9zfHG>>6f_3sm6B+r>ug@PRbBF0)ZZORVt|F;gcu(pEo3X zd62HJT(wH2W5-OrE4KpO9s7qnzaPt4kV%=Aos~64x05|a@DKIVHKs8UOBM{l*u7c; zmbHyo_@lNqOyfjwuo6qp*2rbI95eB}8NA?kvogj9qIUN!YnvNr6kM*)Y^Y%^LIx~o zv1-+-_ww2HSW@%2`-arJkalXa5etrS|N0(1s=*ZC$1i3ie-V|)jfKJBmJ;{Z;pAQ8 zNwvz#%eVUYNUpAazMM;EsyQ8;S@Im zd&W05c7T2RbCHo5R8`yuouA1$*Dc>^uH~BN#S@^fv8|fgy+<0}!}i@LWm0?jaqQ2@ zCUahfkC=<@Ok8As?n$?5mJ;p7S-ZF>DXT7&J48BHM~9SXmcs?Be#7ESq3|dp-mqOH zJ~Ye7FI@WTCe~;Sg!KjAmO1bJhf911xL{Iefq7YWGp~9uv%sfCW8CPoGgVaf5!$H{ zX8?sFgcB~mIz%!iR!-E~XE}eqx{3Y=lg>mch355Z__aH3nnVs2 zl{}toYsrd@ix+pL{@yp{WOuDo+@QI@X&>R%1sRJZuyy90JC?X#_r>Iw+A!+*a@Y*V zl7}+Q6ZbrfY>bVHItdOmgM^al3kQKotqTbnPjGT|28#9D7+|h7*}~!sF0FOVE;5pK zyEE~x7{i$%HR(TRaj$m!s5$0YTZ<=#5OF_cOkq*c6AY5!ZbJeVM_%yy{iAQ+4)TZh zza}4KnvpZj+dr^ec*5!YL}!!Bst5k3&YusUa4{!Kdi&|qB;=Rpeo4f>7 zS`+2%jM1ahj4Iw{gL#a)?Ox+Y#y!T|oD%ya0Q}ywXM1Dny8laMr5J1_^f|<(Q&8sZ zRG{r!yJ=29XJc;e_p4*uwq~q^`22|FIHuEx8IcqM@h)XA7g<@676oufC(WH3!Z49> z2*cNL;V?MRKrpMUt22saF-mTvdv$j>twTBj&{xIXOvSk0O>*4&)1-kYo( zKUpmmm9Wszy*w#&5tj7cm??qZu{UylpJ+Y-oP`xYB*bbS;?7AYE%!!8R~RjAs7mD+ zI=_gS_x9sQF?=c##6U&mxsl0dnPyMB`0LY_*Zod?+=C$k`zN0zB4&CSt$nY6*I66MzPRJzv^z0qWEWZNSju8yOMy~MLYv#=Dsqgz;t_Q< z_0p|Rrc#%GVRvKUG>-EbOP#wpIYEamU%jf$ghgnxo`BjX7Fb*F-Mzcb>txTPqrQLt z&I1&|Q(BEtY`{T#C=UVx7RL=|etU;5U8aJYo+0f_sJ$`FJ&Y4O3pF>xT=rn)@PG)W zBms!|9FuK+Bsqji_(uf=Pb9t%&-*qwzUF%8nxuCuaPcko(dOoTrX7m_+hZ=%Su(=| zU~KG&JhWN&?%&@9g*bsPfAOOBzKM4}m*w|g+=TScu4-lRtr3`6kyEr&Syne*E5{>- zqm;l^6$ww4M<5j2S-7Rmzp+M4;~4bo_Klw@trt52Et1|)CI?k|f}Xy8^JWZ`h04JJ z{ra6E9~1M^m~?gkzEc>E2qS;Gr+R5=Z67n5l7GM-%Cu*U3WNb0AtvE6Zf-gu;0GFt z%S~4P+KWn%>X#at&#TiYHO zQsyEa{|L1a)2(^I+tj#@Y=$#&anm_zv<>#CS7Pr%@za*u4pGHQ#Uo@L)RJL1T24j6 z--D|KCw&dvu@3|XKQemvu$(ApZoUpUhDy9M<6F0Zdrm7XEQ|@n%1)eEPGo_{tSBo& z7(oKdA@u{>gMt)QR1%%@`~m`wKZPU+2q-XlNY=HL-KR5j=%IiBin)7)4sxJR#C3D? zUWX>{oH%$mh{1xn?uEp+y%yT1al6>hCCM_z*DboSW;!A2GNSzJm3O zvg&uWlXQ13bzxI4Mt3q|Yy!W<2bA+{*0Zv*68_KkUcEYY?D%nEC2ihop>pxYi|uxr zuRKmuRs@)4^5tnwqsZDhZ|Uz}L8*KK)qNH{cOZMQHxN0qG}SQD*~m21aTLwxFpy#q z>^(D5_JpqhkP#>I>d)Wx^_HVYO9`j$X+|eZy&q-SaXy*hv;%n&HST!~WLBV-nwGEvN$aHz1KA^_tw)`I-sU_i2uh>Zr{_$lzpKwrmMWVFr^{S63HU zD{*$N9u#J=cU}y|0CgQB+j6#KcXN4ul#&80TlMsg=J&U58Q1^*eG1m|VY?Be;-DVq zn`l5}V1=p8%9Vj+@$#R^&-+uF3gRocyeZ{!y9>{kuY7e~g<6empN1qN^nr$DbExOw zSvllgZr|Qc5-2U+tCDOt-R{3$rao8(fgd;m583UM&}~&bJU!zPWjMZ$i;7C4U$l(! zhPtp6EFm{P->F7maWochO-~;qXh(ptkFRbFW)MRVJJYY+kfJaC_k;WQ;V$}L8kuzS zre8oVX*BrcXc#fD9o&&*s*l*ZR+o+jym)wQM0=mC^p*DZ8LEpLuZ{9*RE3vuetmPO zL@_a3xz~fF&NZv{1O{#+V*xs$-_;MWIrZ^lWscIdsUD8E;f|2%OeCESNKA2e#gn zU?jM}L}bhD_z`)8-Hqr${9Y3Td-dMjn+Y?{9AS2#FS7%!maQB`WX-0RaIvRShotWK0itHSq`l)Ps(^G3`|Z283zPpC79H z092^cuiu#2vpZ75Z->6b_es(G&Kpm!yVvVcSgN*KVQyT#1HOU zl_gdVf-K|3i%#5pk|8TTllSd~Eah>gr=>}m3$&8z@R+APcMivKo@08Ef!XO(r>xUu z%`(zyb^z+MD^Zj{YF<2`*dbRxCezLUAI{YK#xHLV8+(%nuDjt~ z_Vuc6CLXH98d9xPZhy6;_UFBoZjI39Py7YMPa-AiTC=8gXRWWWBjF!ph{!3 z51eGy0pPhP3kg-9Uwf0dFl=6Y1XBpKQo_-aK1;4Zhf20@;QXwLzy-aLuJ#S7Ub{zD{iL z8z;O51n7n$QEmaTg}2Z!0M|*u>)px9l7H2oov{PCgW!No{I7Ee`npf;7@H#(TyE`SZB~9kv|yqd>8Y>Z7W^}vqOGa7S`7Jw zp6lsN8ud4;N>Y@$<0;F4vfdnT`577N$dvDHHG)JXRPqBYZS8Z@Iz1hp_8^6zMYW>V zCjAxZ43&98y{*R$hBciAf%*tnEwMofCh*zTz3aWaDHfnoU?BLF$U0i}RNu6E_&rm-Vn;SwWa2QI$VR<%8d+k-cm zPOr+-lFlWoo$-L^Dm9#@-+cSlEkHn#d!RzIV+g9gzP=gYHFZiL8G*$yLlsyw%ER8g zf@qF`Io%KzJ$+Li6Hm!A@;~)VUI}Y0#2Z|cr6g?9`8CLXRn^tg*#l&Ap{Cv@6pP!b zH*T->$bYnW`Knbp2Ni&cw=UGn23yn7Y3ckb_~FBcd-v`0r83Dt!T~)P^Zlzpqw@0h z{i#Gt6_&IgP=c&Em{l6x?~onZJHKIQj+FQl0qVmLDljzW752-g-+!iT2=l%7m3XtNzEJzq76PL2xe3fLO?6TF=TvfE<`0Z zt5-kryO{q$eF2#WX`{o^rM6s7>)%U<*BlBkGiQ4O;$`yX2=c(LtYWj)CBDNu|fDvm9kx3jXVxYcH6kE$mkBQr5md)VwW1C5vS@ zsg;OJqb=^D(d{v0$U(L6`k@>7k^bPp_D<7H+>N?5U)-QDniBW@kq7=J6Q@ks3P32t z+jE*wGCS6!BC`-AE{7!*C4)fQt49_K))f(sAH~hsUhUFSQ^i%*Hul=Me`^6Ah5}gx z04yb3w@=L9$p#&bs?8z8>2mb#NV0lC)CsEbi#?PAA0`7prEuQNeIRMl&&jRt`vY@U^mmQgTfSukDUX*bD7wYgbFPf`*L=6P>Ph|dF8)2 z|H~Ohme+WSm+wET%f6U%X44Xz`vhovHbp>CP)E(KCH@yK^m9~n|30%@moAE&whcY@ z5QM1V`e$F8bav)RvT*0ZgxXif=|a@U9Z%WC($zd z_M`buJl4S0S7PTo{^9ow9{#YMxjk`c`kW|^2}||R&NAMK+9&pVhhZD$&zkl{}1oqU($*@s2Y5g z41fnm5+ExAyoxPR++q_2SW7LT2_c)o@t$)JZ7jC)8*sJpD4PhI48j{Qan~iL#fc<2 z^9_}$t({%Es=mk3CAT+k2h--8NV|8@4KXeKCh})C*?oDl(;jViXQ~>yc9)isQL`7) zed$7a?{0mM`2AQq+~6alP$VYCU&E~WE$#chM272CNTYgB-qbABG>EL%Q&5 z@of$BZKC3U7jggftv7jB+SX8b)z1O=>BXx!w++rp0V)u=8k-vb~;x>bmvI} z3y5NcXiV`Nuyd!a!U#!V*&L(0zZ+5?r?91EkOsx%csJIxv>z#n`w3RwPgH9Bw)lc< z8j*I*85ll$h@M_>U#k@&lp++)prFcSG=(5f86DXlYIEL~tHbjPDengj3!}E6pS}C( zlB1;!UrEObuCCG$gdfr^20C4;@nW(K8}M+e-UbFj`q+0K#b&|MwP;eoomW=9ITRt& zLcxq}D1vx+_#TkA4DO@ad(@t#@7`rvUjX(yfBw7~`MgkPp_37^U?II~i_VesKolJy zP0}O2uxjXx(qXVd-@H#*q||7vL;A7HXu^aE+x-1A?%$WEO14S+yaG*T3v#gSwDBM@ zvbDEI_a|GUS0Q8iXyBrovcrcDCoO4nusigj4;-QW04eoxhgegCm-R#UI<@;+c)6vI z_F@|pJR%D!vgXR-CSUiZK!u0wH_U3z94#;f09e6k3QZB!!QiZV06sXYHs<5T*|J$; zx`BW|YytMh1CG)8K9ImsknCv$RG}{z)(yz*Ar~FuGwW~uin*OwI1~83m7?NO3!UVc zloV6;S9hC|4d<*!iePLnue!t_>iJF*;2tetiRX+oUoup}o!Of#aVb7U_{>r>I zs%K9bl1}kvk|4h)h=NFSWFpkMc^K{KW~!%u5R@`3^FHY1cu;RbLJNdlP!$s|HPfKm z0R%~?Z7>*z#M_B1s_B!pt)jEps=un>>Des02pJokJzt)UL{~(Ym>)2K&mQGxAuwUQ zUOKlaY8xTs_VrC`xpd>3ijiyHwi2om+i=rT-33<_*k*DTh~aubSjHs64$)RcAiSZ=gkBDW zu|j`I@xc!yOVFhuDKVP$oAHbc-G9<#1Sec*tNR_2*R$|YE0&+XcyTb5(B+_nGiPKw zb?PKk&f=L;251sYw_9j$1${=GzZ*-F4MBrJb(9d&yH+<_Wuk+s`OtjU#&odX# z9FW2EZaR|yd}%WgvKYA|?+ld)=0a9YsvdFrv`oD9!-SFF z%7>#?ATRUo)25WZW%joq>$qD&D|$Tsa(=)HQV!H=J3RY5K1COwsVLfzdJ+LtsK}+~ z#))7_AmW0~1}+vEdRmps{n)FgnwO;6+;%H(f#QcUzjpMy+5I{K2(;QhMvCL!X<_)r z8?Vvakjb>w)C@!mzGG?Cx1T?qCRc!ho`RwwR!h$<|LNP@#0#e*wClT^+oYvdIyY6= znAW+01Ndy)cI=SOU1-L0dC*}ND2;$kxZD^{3q+v2)7+0jxCiBn`8KBG(PY(%i`6S~ z%swa0JK5QT&qmLW&EgxdlY;0-NSG2W4lO86pH^#xG}Z@ErF56ZlkWNiKKkp}Q3V>NfNEly)SfqBBFDcSUoeD|i zLl4)+;M$^jvPf47e`oHggw+UCHIQZ>#(V*2J$d$Qrh-bNYBHM+#RYnXg73ijqrpE1 zHF7`fhZ?v4fKpup?WYK&FAq?K>^pKqppPDukn7(sSVieE8aNH!S3s=XJ#JOSql6j} zQp?UWp3q0mmrz>j@eLYdV$2}&NnHNX`*K}BRjh#0(Ms5 z;q|o3Mew2me@8O$hT3IixaJ^-R$G)G>wL)1*;Ckz!dZ3e(U5US5;@wloQl6W*?W}$ z<&5UKMdLp|art&)*eMcF0S}DtnOs7&958W1jb8QrCp&y973(ek3Ggjlo=2_v6zl1B zUa@#da^0KgnNhAkzb@jioCaF}lM`*dVOstrnzXhmvJ#+9EnttXZ~3YBDBQGpTF9ZI zN~s}UMF@0Ba-^y^m%T>U&XJr_4*D|#DO78vW*^6%h;JQq6To)k0|y{)YMJdON`{3C z7q;!xsfAX%g{5ue<*PC7?%uE8=i6(fe~ zaL;B^Bg(UQ3QkGeE740*ysE!_Yj?-3?43RiI(P2eiQw7A1a;er`MO2eAUWvPY^QL~ z9mMO_ZVwvOTho=^f1jzG+1ZiDg<{xX0#AeFjzV6E zuf5@hkP`AxKVQH1;@LBsN5@7m7}&1nJ@4+yY$NZWeQCAQD><>^u24bqy zLd@kZd-Fz`<{wL)Tx68u@K_j-P5(k%Cyy ziNvs3h5PBj9y(1p=2sR;?W4KD5!0yNOG9Rw1gK>}E5ZGECjI=t`GM~|kZ+K5&F zuC_aRr(rh**#ieDbt|~JrSrj&jiGc6WOFfrgSo<2QEGPY-@lD$jyZk0C%Y1$WZo#a zQz7x?#s-Jxl5vHtfSGw-QC9~kG;+<~KDxn!n+L5C(N#qFsuV8oHQlvFzyA;uqkA5h3ZeDNXyF812<05X50}?&dQ)Shib`2 zI;lRB1Zf;K*RqZ8{%hpi*!gl{7TT82zB^4KcXqUaCf<>hWW>Y$F|9EF*|P|mTaZGT z0erFLO5eWyk=F1WF{KRWoKow`ihL!+-?o#V)YrSSn>(%X$wtwOWXrl!HUb6+z4tBZ z_MO9bx1Zck@1p&|o7mdVwbNDD_}u~o6l*h-o4=;U_irwzPytK-qR&y2mBG?7kh0{{X` z>g_r=deuFdAqF-AhNJPqFF^F)iT)(QM?K=v3fV5+M>Waiewy}ZiO__^sQ%ZlvL|P! z)ZQ;6Fs#>k1MTGt05GRZlaDa9;PPzKLH1V1lwlg@E?wH2IpD%7DMC`VkCaSlSy|e! zDr!Z-gny>mn+j~S(geH6fplKLA%@;)!JC{@XtRQ2zO^E0EY7b+(YM0LS~sAhh>_p=_mQ>=nXQl?FtCORKr zzT{a{gxPZDq9|qjq^dbtOUuK%j$He3ZPiPvicXRt{*eeXDc5&*`SNSS_xQ=~b9eoI zOQ|TD%Mc(3^_@L@Wr2hq8~#!Vl7-e76bcMqwP#%2@DdmgE=tde?H_nLuz(Xl6;KJ) zO35jcuH!o+ zptfh*Q0iyANascXNHw^26>=~FV)DzIKNr0=gLQGC>ocY6T&oWcHWGCy-@c5(2ges; zYHgl77(dMqTv$qg){Yi{0U0bEw@QJR#5wC1bxFnSR?p@vmr>7mD85^L&STT?N-F6z zI)els!LTG(An0q4?2`vVz_z%t@R6UijQVzwOYJtu%zidA`gvf^-K2FjZlByYUQ(7D z_*9UP+|98qC90RrsayDVg1&`mmz!*ILath`T;eUYfFc4doIvOfO_qZ%L;Q7;iUd4$ z0svs%HJ2q@s$ zhI8h+Nz2dgOs>Uh`69EV86+=iRv&Z~BIXfE343Qts|0v==Z^WE%uLZ%Km%2%iRZ|{ zU#qiJiqE=o>xsTZ@wq7&2Q#^R{ZNLYwFc-IR#H6d8sL#zW4&9}-PuuAp#Tf!S~I%5 zqfkjAiJT=ZrCzt5w-Tj~gOigz`IiXvfDa&J1w~2r*-C9yXbljGe_rtLHZ2tF6dPy~ zMS2Jk8S1;&Wh0bk3q^HVQ&ZDU6O-$P*L-&ZF4Z48bR6g|Ddgk25FRx++5WzYF0Zaj zvEvlFjJ#6p^0s`vRO$^~I;q_F7 zGoZe{0O{W?+)GX%L=6%xe`GW9^EMU2CCPI{B&qFYA$D|daCqkSq0>%txmxJx+<`$seGw*|y`6La{wd!1(v|Z12_xr{>O7%BKQkY-RS)(%jwu6Zs^3Y>90v>$ z30^0x>I+J?xVz_~p#KPgaZdbCXt#ofl9pe)EwlOc;{n;9tPi3`m1R$Q9}Nw?bnqsW z@0E3*W^zJL@mhH#m}1c1Up*ID1mAa8;)BA%uorPlro*=N0g)4uA30fBOGvKmJ9ZFw zLu7?=l#Hd~ZW#<^bNe;d(E?&^H4{=vu4T&uH1Tiw08JrOkLYuqNx|2ZXDPnWW_bn; z8+P%)%woh+92%U75}YW>%*}<)%>0PeJ+iX5RaMgmE=fLvQ_h?@yaJ7&ABjx5uWzF; zM*9iCtE#eWrq}nSaSLyZ0iruICwktH~&XQSaKP_6-T?_lZ zbL8){P%EK17LN@Y`bmC%BuP}l8Y(U;OG`68H7d8XtoVt&w8)lGxUHjwh|xE_&d!`f zZh&3fG@{@c7HTF!Lt*#2er9k=-#)?RcQZ4$1C~xaX=zDMW>iFk50k?zgrt!7;Rjm5 zpq7Z(9aD_x=DznEX(j^Sb6;N)NaODcRNI0pRn``?`S=y{ezcOr)a0;Rn z>)80dqGAe^okcSB{3&c;^3u1r5qjVu=mUiORj8=}T*XK&ixXraC#ll+`ua*8H+1u( zSeV2m4#$1BsOV<#Rp6h)N+-IVCO)1f;3LUAgJGojZ3a_^3ZfV#?Kya0)B};Q2FtbW>E=g% z)FvkrCsgx2 zdiWycoT-vlcb65Wu;U`&p2|* zZ~Tl7Rzs}!cJK7eIWVhT$2Q|LomcKWbZ1Tb6}s`)bhJ+S$aOqx{qf0&@;{}qhc5Ts zb>p7r&*JRHWRFQokujrw7Olt``XSU_(@A6~#-6_qBDY&AdOr#4JNoMCIxqv_QBAC+ zj>EJQ#`nz4&Gk9ef#fCa>Any`wspFaP-Gf)B`=f_>R15Pm4En<4b5^CYv`q%l~7LX zU}|t4svd+z7SMJeDtuea=I#PC52kbLjF+(20KrmqWS=X9KXwvb8gJh^IHvkYJ%oe> z@O#Wr(ntSgFD^);;$Y%mAhfMLb-a#_j=sXvAGZWW2mZ2jak9rfeTxUT{U7EKtOfz} zTR?8U)|hHxp^B6RMn@khb5wNn=^7Di4}^tHN^znLumJ0C->zLc9oz=+krs;K~A8Bw!P@{08R6|K|{rX(9pZb(8`Yhw|`21=XRu(2~pEPlz4eGp5FoCC4n0zh8a|;~(Q=*Z#f!mZ-+w*ZC^i6Ql;1z**-RU(_HQjf&)*M)#{)3% z$%Zctb?@IJ5V`{xnY$@RU*R$|^Lt{5g|)TnQ&>1hqVPi`N<=q}ksksE-o5_Tey-iy zQ7|GFXsy=LDe$PG%L`lYoqsC(CMY#{F9YO-E6FBb$FM}6Nggi;wvz26q0C1MW}#vp zJG;pD+~jz=Ma8YTf=y*kz)Ab?{Upsa2xn1cd9G{7p|(m((Cz)XS4ua0PsrHT6m=0T z$0A*ZQ^x@cuzBY0$=4d|cXs27|GA{R<&#KLr$@&&H25}p+uQei_lK%rD}^kH!X8nY zX4;Ye@0qiX%37WdPFm_TQoF5MFD~+rE$w8dB~zI_a`BoNRlx)JF*H4YFi_c_Xv?maEq)LGLKjX}K;s~ogGXoU`-jqUQ~ zyErAJI z^8*w-?uvc@ByCUT1Slse<5>P=MW2r<5mBD_G^o+<;0r+sd>a9!30!cY;CWZC!!+Rg zES)C;MpGrJ$bjp?0eF?J`TCTSho#-OfB%znDJiZTSAi8pOOF4R4QFS3H~4#SKI;pfk(#?WOm=kJu-C2 z5E}xbz*ARk(Mp+K^bRHXgPP~8U|*?0^HPqSF1@>vwlQ@GIL$K?zb8)6K2QewgP6VL zi;IhZL{{v zb6`WR8t-r5CX>Sg_K`>YwQCbxUG>L>TyawD{kRlPSQI)$Fop>G2HP^(2u1Iy?-t4H zFR{^uQ3j={;8B$3mm@Mj7%l#s;$^Ohe0b#lDjaa zeQVd{af~^`L%QScP6OU_KY912_8xZ{Ww(7^Wq) z^O%y5Au>xe zsbnZ2Q=uf3gjJ>}LZm`MhD?ad@`+guNr(o?|*fG-m>p$M!=@kFH4C@6{rrj75T{>1w1LnbTGI|ES^#+2;xzOwEsxkYI6&lgf2jA%JSGdC@N(c|Ck z5B`rG0WlwMhEA;27Apun4?Of;^0^jhm_Nbo8@XMN^+WcVl z*3Zmz(xetNvHnm}=-~^w;y61-?s{H)2^=^OSg89^CDWiOL7qqs===y&AD*9XMfx1B zdI;7m82&~QBcRpC)$Q~h8W|rA1>f?rPr2{=65#@<^X9VM+WqkZfbu47d2Lg}FZ^E} zhNR4FATQhj#klpZV(0$-TS2CnjIwIEhneoljHOKRC~p$ojyd8J^nP}Oi2N)bsxXLmw7C~WJtYe#9-pW$o1>y-|& zxGERqdmm7ZUH5{o=_9svRFaOH~zHdT-LUh-*&4B1Qz$r-aOodZ3ADt8C{ z*ob=+R6;z)0O0B89!jCi#s8Dfd;MoA_GoMo9uI95H$+;-pBM!LyAz~l@$NY^YC}w? zUB$hxokM(rd8wKpe}GmWZvG4N8|75Y&L)L{O!it(K-O!ODpxKRONgfFNqOo}Qqm{| z#1+hS!2)v@t3CVVFm;dP{1G82_N1M#Vw{<*}mQQ$aU5uu9vvK3b}U32FoYCmK?f})bVd^5)dlAT8q04Q$`5N1iixGw z{P~+XHShSJV2hv<>T z(W6hFKDet=Jmc=*{d_sU3ch~2<*)-zB>ahEBV-s@)9f9d!q`DaZ^xA>g7nm?z{7^C>P{U*ly1U5fY-)N1q<7Q!F=VY!wA)YlG zOdDdci_<&AK6-jVCeQ*WAr%UX;kelh1Wzd&5Bw&sTVS@Re{T`fgwqNP`2FT96CyN! z(z8VZ9DCvF;Rdn^zZeWDQr}f*w+xCre?AnRpKX@TQceu`sTp68O3GZl)or0ni}Kgf zvXJGHw*eYZwZo2?u)8UJ0%+{pMozaU5*l&4uwtY`qKoM~BFmyA^I~61ujhGrQ-1WN z6K;OsD=->F>7Kl2IYFYYJ$}X4_-M2h7El&Jd7+&R&CA|V;E|x7FWQy(=dVSH8+{p; z8nT$%b}~w_j6=6OUCYIN4IV2a>cCN56VnHdBw=Lr$SwpB+wf|cMFCKYAt#E6#-wzaIFSC# zr%!JuSQ~0f=Ay!}<%CbM@96X76jo-yz_i|C)Wc`3e!l8d zS8?&0P`NZ@&$p7=u0~ypQ+0b~y?CJl7KJV@as16azdfjU8GID!ei5x1-;b6+600zI z<)tNhOrPQ4;B{4XY|G<`MG9k!Gqffjd=pBv-m`Zv07x&kDI)Q@@oO`^C-KqhU z45SDlAQRh)sE|=3yFDx8ihd7-ZwPlh@*jkG5dD5?l9P_Le?%E!34GG#qfe4A)aG}Y^UV5>pU z9T!r&RHL~35nOI_ktL>g9Ir`t-@9tvwy^3r1b_^d$7$H+?f|$i0#vGYZmJ&ndhA|k z6liuv_iZaK%Dm0Sq4$ohH}U;#@H{6+qzA%tph-Hu`7Q0yv*Y{id%rLLCv2fu3X;5A zhZS_$5yK?ejHM*I&+5GU0-2I`D+v}2IW@Yx7DPLaJ{d=IO>^Y4UFl=4=*ln zwYI9H83$ReD#H(NmEAM6;_P9Uv_Z^>0P~yFU>1_cvIXmlGO8{QW zl`DtR%TZhh@=4Howr3Sas^G74b5U>vfC$t3S#4{-f$RtJ(ukuTbNcj#0|z=7*M5K2 zHb{o!!nenTNVH%4W}D^!!r9IS%%#Y1T!-aJw*gyE_hyj!i_u^M8#T_GZ!m ztx+4?;-&-A{b^||U1>rldRwvj(BZEv}@C4M^Z z_GQ%BwQUCJfF^}U&U!9|$kT~gsCj&iwcwqJ^BRn#sIzAuHF@;;(Gow4`C*abcVt4Kx2h!fq~EP7mAx)0fp=R}>ldMaR;A`Hh0 zp>y%^VJX<{(e-%);SW4Cdr_Y?9_Jg_R8M8X@``{)Q?Yx`o zS*r6l1+oNl1`Na^GgOJ5TP>p7>gRzHpeS!HVh?c%c8TAw8o=d?0$@fFCp`%H#RH#5%3r8S@;)!-PUwJV(qk1(lQp#%P=CH&9;WdeX)^6(5 z6CN|G7G95!Z^5xH|M~M|YZbs$8JlveNiR6QPdhv3X2j^(X1VrH75x~SD%gxg!{J2a zgzw%B?@P$KQjuJ~yd^YLy|#JFbT%8Q+|p9YhpukxF?f>Ow%}lM0DsZa0O-bE?6njG zFu+dFcj=i`9zC2U%t-b%T-fi*kIovC4v-tBwTdnFrd=9ND8=4+8*_{)P7J_AZQJ)@ z(e8=H|M`tB%)(Ob_5Ip@7g)$1B0h-y1M^SWuZbr9Ezfth3n|G z=E2L0lt$z@JCpm>-%L`~feVD}%Mg5s#3jy>u%~QBATTZBW9v6R{J2!bEDDBxQ!+A* zblOHGwc$aLJa>{K|KXN)hCC(y<;|>~IX27OYRNB^>t6 z$G(|^T5p@;qZpB8$GoY?-sJP=&jau{1)*AJkg*pijLJwDAUjScdMsMJxH!fT-;IR7 zU34_xH6+8dC(8pMh8$F_@bU(z5leAT+j;wFqP4frEF`V+zals+&(89lTF&hv}xN`G)U5sV*~bb zYKuA}>{FTx2Q4b9Ya_)5WGiOzfg~GoLbVG8zr=7nQ+Dp!wUIl-I}JQHSL{i~ zE{(pZcXYV6Tkl=P9+`z-;97P5G5L?j8YwUz9T>g48lr5%t>-oQ2kWQ7ky=;#WBP=M z!A<0tp*CO`C5~xyMU=%wgpe6f6^LoTu3_Qfo9XO8rY7~%8+eLLKZPbeYucR>C9TRb zUbDPWz_9-q+Z1^iV}xyrbZhq54mWk^uTcd3?}_J=|El(Vr~?QEWq&`e#HSAbnpd-P z=S~IT<051tBXqvDR-xX@1U-mgd;0c2@+%vr8wmSp)~wDvh~ewpmK=YfyHpH$X`#e& zl(8=#c;mfy$ZIz2Zcp4-2UQy$?05Xc3wRlK=UQl<|1&~wDe+tYKK@ii%^&aJr^c8D z{1}pzu!Z~+MY%#~GRHNGc}XO`Q{0@tezbyk@onG+`1SCv-2~{mILq36^i1934YMGRiKNO_4qCoGw`a^aMC@y|IUzn=_NYxaeO*xDTHN(E|`< z(N^8lo0F0?DwBT=t}he0!}I5R?oJiqFb{{m3U&AnI+cy{XF9y<`s*j{2K`KQ&^=0I zXBh2rX#gb{mUs&bT8DU+a%w+p$~d@dsp}I%WD6w z@MY%?9|KTC5J(pHWcrjb6VY?MOg#)}BC<7rTCpv(?UWmMcRmh(#9gM^ zkp^Yrg8*!`XU1QO5z$0}ur0&Pow%({7N+keEksT|0mkRT$HY8w6M0x9&@>b0EEOy^ zULaG{_cq~vHbW&poLW}~SjK*TZ=t;gx7~szCY~YY_a@Dng}`9RTb`bN$wR6}A)ZmB zQX`A49>4_C@#T+9r+D;ucu{}oB#sl)$L!;C*S2g7k4kzsvyK%R%#R~aof@;-j-ay{ z$~7^58J~jJ`6#%FAmwn^=?C)L z_n`|3_`3om)LW%h^a3&K-xU?bG`-~8y^_CZPgOIwh_z_F%=sJ+_6~xowGElOcrgly z2}j2eA%S|d4GphZ4vf%PSC4L4-`5E>6I0+TG1fz`l%&Q_$hBB@lY)o_Gn(%y$2X?O ziWNWFh8O*uvG$J;#whcfi%BFPmuLJIeQ1U>L(;i|p9Iii3bG@8as$1>&N|A2D-Vjm z0y;1XEj8wo6zklNe5*@r$xyJ-?}6?E@^wRnanBDPJ*p0KhKAESzuWz?p@Rp%<*`G{eY#x9a%pseWY z-gn9aBDlcHYuo4!ZsVG}xx3Gm(n2fD=ij6sr>>o6TI8s2@dJ|+psXkQUiEQj&x%xM z)-^9BIzBGN=D0Y|kkL{kWBqF7v-U0uW)RxzrGwiQDMVPu$KlS3W#R6Yrc=x}l>Z)y zut_R05?00A)P|6eyN(*A$#x5W;z4n?>6E#$I*%_cf^u$v<7<<#ub#eAXSN{^m_dj1 zsUQ*00$lL`QSSQt{Lgd>zFQajCfEJ_tp2x=!q{a{SPU6{^T0t?ne<4rzhI53fguSqn7+{F6wJ=7q-Ht-V@KmkEJD z@s#NVr`MO5NCuPDWJ?3+$Li{z`b;uJW&Sj}afM-v#yTojex9o(i3v8lVc_DjRXc|+ z^`U|7Ec+dp8u7PhU5y0*V&8^b5ksX<^b7SCpRJv1)wcCD$HQZJwnte}?xBQ4{XYHr zoxJd&L^qx4q~XJhB8Lr$)Abn=f>DD-h36u~JuwQAR|?f$2qL&DZ)7juqOsCOK! zg7BpEzh>uT>=7ub`q1zOOlc4%(3IMBk70hrq)v$&2j(#b{()4R@a*5hekm$%Gx*K# z{CCPYuu1g{3`MT6_x$AaUb(Upz{mzzTlyov{z!*f5f2$N*gT)LHa{8~&e+vZS;4}} zN}@NtJ>2L!01O~rTcD(Ud38;;Y#?#S(D?!Z!0Z#8!VT1D~C(61)oW8%nz(2cjn$qhOE7Ow)01Pc8 z1E#pIkoj;+J$3T@PZk$4)pM{+PAtj%Ir3P*ps{+b1+5{7i>(EO@GTUeP@L*LXSJ{} zvjujDm5qB@w-pt{5`Fma{kv7VTjl16NRWRSz3G0{*!z_*E}0nor#dF1!)!JuI0!2D z;>A{akDED-zHw7=!Sjdtov`{Y6G=(lGPdPrQj}9(rO`uRcpA*wT}412paRd`RW`|q zH?E0Qqy6b^v#9iY)6+nN4glVr%b6Blw$%40PFSjMKx(7E=fVA@xa7Dnr|G=z2A*_< ztdq55w}`Z44+i{Nn6HFa_OiMfA4Z4s7%yXgkV+MYIm@oLfx8h0nPC?JRCk+!jYg|h z4e0_YeWuvPkb%fxUMkt|YnA=I+P8FBd2xYQG(mQtj5USM26HIQy@}2{(94sV#)auL zGpXVMgR=r%L4L%Wnl2gZx6C@|o0c-9TTrq%!d811rYWI)7!B)%2Z01xO0n)8l*M6z zI;yLoVFy?oWIXyC=>O^CIQ~ z(cVER)-OGQvVLsh@NyxtF-YN}W7MDwTU$RjwB-H=F7@9dxiuHCGJP_O(B7Nr-B#jF z*6|gSCqJ#friF5bEhLTT*FmiCcy1!$3?#k~A1JFf24sTfTyUnyg$%c7^T+T5Jtt~` z63m__tiC_BB|pmxM~e{%&e#fd8qV4lRkyT0mymzlI=y1HN){pvp$xnmbf!2CY)gn& z#F7ev&O0FT861ANV;?&9%PhTZ&{T31(m;w({M6pw{I2%6bR6xz5VvFjC=jW5xDaiz zHgZ2}r7_R-EN~Trl#+yiHCWnUQ{7|T{m$}T;pMtJu7F$*XafI1{#v34@A>J*JgVRr z_47_C1&hq<{ni2z&OY;b5ykSEL&xAhAxzi|*pHq-7-$zR*K5$&#_kOkR zph2zZD3*8Gxv(q#0%!yAq)THXhQ+&BYRzcu)Stvl{KUwu??W$_i37FdOCGA;88%=P z3teZY8GMaur|tb0O1l+F8yGF`+tt|g5noIm0}idf6s8nte?rCL$N3o+0DJWR?rJ-E zoA|e7;}z9Bbrsw>o|R$JSkoz+U(*~NyJ&U%%)y7VSXiM-@RO49*Kce#%)>oAV z2~JK&r^R6ww28jcZ1m_&bEdnA^eKI!$(3ZS+m3a^DmFnXSHAx1k315JO%ehiAguH| zOf6-$#>F=4+g8l8=tpNC9|u3puuTFunh=)YNKSJ*HQ|6FeCn6h z*5y^=Ne>#=IQeTu1}Hb-)O6Frixn;BU=ghQqJ59ski^<Lh4sO`dr-DmaoJAG^^o!zB$ZlQCu=4n3b~baF^afAmBmK{WSdD&KudM|+#jVqORw0}0sMrsA(0zb#cBOP@X}8=-aR0f%mAkqQcPqrHBz77 zzU$PyUecf~bN;n{vtQH7%`^DaGQ@&?OUa+XS<{TxhlO| z9$HHB2b91z9+2oaiwiysdFV(};2AHbi0lH}LHQ^l74-vjMzv9w5}+VMApjAYcJY4w~RaiPb>LuOs5+K_!-;`I8O+!p+Gz!{X!yw`A?v z22&BZE4t~NZx?ds`=z*<+@$pTLI*2`5Su1B}ZNbB8$)bPSemZ6` z+=aN_e#CM;sbnR4BW*}{yz93&W>vx%N;e=Lp9<1CaCWRp5fJ}=v{je{M4dj}Wbgcs zht~7(gk0k89t7u)`EViMG3M;q+Z@(g22EvpKspkyDiRNLxpbaq#kbc+GG^ulTVtdi z|ASWuUxk%h=GU++d!)gNKOm@%r*`Jv3_amQ1Dq~oCQr|1&?o_IDUt~&5RJOh<1-w) zM=sLVQ2B6uVlr1U0Kn5P$XF3eJICR+H!NS?0 z%V8^DDxI$Z&iPafh*Z<=+&OV4`RU%;*(2>Mt@ETim?qtUjg{hpi>6$(t?6$pvQ*0) zZ*c@=f3j|m9`XvUZEQ}24ES@1DLv@W1@3|{`bBolOQFTNU#KlBcz6zRhjymhkdkPO z-CcBH6~m8cJ!f3o-@GVBHAjDby`sFmoa{ZtEd`?+EXi;MQQI=tV9j^8Pk}UuoC0M8 zK#TTiiK5lagknr+rf|t+Jqi;J;jEH0%qe^*-pm>2z1~*8#AN4#vwS-KKB;7w$+5{U z{K+P=0c(n`*qA8X!X&#z>(&-No2~n3n03>*bBdRRc}*G`GH@kXs>VHq#G=U6;+VbT z$IF;-1J$KG_>e~F>raB`Bqb^?&k|M_b zmCFWS!PI(9X#TNC9jBXr2L;7Zp$Zg>C9WWeM19$_0Y(G9`cL!LU^pl4oBI&ky3mqC zuu)fNeZbt#j;jqdHxTJkoPTa!UN@d7k3wHDO!%hGxscQ#Xv^Ne7Ft>Y${t3;TjvVh?B!edqI1KCM_t{HOpyj6ynq z*wVp3A)@&}DT^57S?EX=-jLQ3v{+ygCib_u`u|WLKZoSTt_}N)9lF=X&NZDAwHy^T zWMg7P@vBor2_9}C9GQfh=sATgtfgt+4vsE%gG{bYdKee3?Uu2$@^7X|eN!-&{Ef4r zPB2iUpGkDfTtl-K5`W)mG!yXmw>&bt%0@^)Kv`oeyIvXbg6~988nE`bset~pZ3>x@)_hA$Jl)rijCaJ?FIWy6Cl+>tLd4Hogk?E*d_!1S4ZxScW~R32%PrZgG1ydx<4lxVJ&KWbCK5Fyx@*{CMag zz5r)n-p6Cb>={g%q~W{9eZOvJMW*lW~(ttE2HEStIme69}0bqilE!>Z#f`a6y#0vijb(xW zLk~XGBq}Ds`gB_s5>~~Ol_0i^mA68`Y?>}yA8~VlVLW&Ke9K91_$FfigMP?)?%dQU zJ!&{*nU>*L4q%}Ev_BJpU6)QKSfyx(J_-sAy@$9jSlESJ;yaux88pdqvAdPB!G-sN zD7!&Ti`^sw@f;9rMN_$Olx|S(iz}(6+lV$G{H^){-?hFTYyT0`nbW7ohIat+7g{8< zp|03`{I6r}|4&lVW1AT6LV?{e87e&T2tWdva1c$8A3tu&v19ly5(N}S1h}-qBpsE! zl6gHUzV35c7erhlh(}>QM%yU?HlAG`Yv#yWLe3L46`VikrAtGZptE|nh?ZkXYEJI7 z&d=sJt(ppH|#tL;2t>1 zKCxtU;FyiqDH3`O zQO&kPg&4rtgWg0O7pDz7Pi%9cW@%kw^L#pea~53^@V2lESAzml&%w7Cy~%vw6EP5x z5Z3iPw0MM6qu~T|ihDJwl<;-z*yy>Lm1C#sWRD;2%1Nbtr8!T%_7g~lSolxAsGRVvzKif>r2Q+d_j#ykEZww2s$l(PP=bENB9eh&2JF5 z+hbULzsM%r-%)guYALUT?ia(18O$zQc5$TY@6PydSi5FT5%9A0*s-YrONv#|A5UG!`uUAw zkSL!Q=966`tF=c{P(+J%CDudHM#YS3a@D>?8*`cBKe+?^}CUVbP1s=Y1qC*mHH=>=&=pkLwQtu*bF5A83j`qnrhQYxL_EnHV(P1R5TV zd&K$&>O#OKYtql)owSi2UTmaDWB;|MU8#|P0J>1E4=%`{#Fwtg)zzZbZq}>`wJZi| zws(H7mc!Wr6W!3;%ZrwEGu_&_U#52tA3Ugra|k0i2m3>;vY;kJX(k)^bo%!XecB&A z6Jn?iK+mW+`0AAThhC%ulX7z;v-mYm`BTynbojp9ptMza_gmUBlg9m>6&5TW2 zec4=Awxq1<8gQ_<*k1zI@O{2#A${uFT2*LT=ChX()OGblk1ThNCn~$5@iV3!m-cx^@`G>q6a14%8bFcc|9(Rw!fnSXuQ z4>A)vF1VQh0?5@Ds4O2x)uLWS-~tz@&A5D(CaqmOZb+zUOa2qmF+T z!zUCgAMgi;p-)q|Ou|Q#@hl$`?B4)aP$*z9sWde;@j8?i^S{S{a@@T`k4&Yp;~Ln6 z*8+6^eHjq=4yVpLboR2z)*+*SxP)B?ZJCVBsn_zXeQZ0dUtd4%8(krZEAhy543x!t0I#-nKbwK$=?Bc&n>Hn^pgy58gXv&uJB zT?bF4(iG_-JSPERneX##%(*6>2bWBojEHkC*@7`7B!ENlvV`lI?bzS;=yo>Hm$_g| za~1Og;PGuZNT{DX1yNRnIB}2O`2EuK)I3UHkzGx{wostXVvG4vzn>i_w&G1-+=^q|TL>8%=N{mL)I6CegGKpUmhRH|Xa5D&r+f-lTC&Q9m} zK$+GDYOOPsZOSe#vd7YP<4OJR0lqDL872$aK&NeBbImk*>iT0f!l9$rlF7>Ye0A43 ztMG4PYWsZzGtq`ocGj(K0Q(5j1i_cT$F_;kNQ?N;YgI$$si0|)e0@9&8M50)|EGXqGNr|PN#&T!=$cY zA&MgIpm@kFSF5a7zcZb(Mnz^4Dp1+W~N$-%TepOWPA zf>PA&LPP(S7j_-*QV~K&1KMU7XbXduXz|pw^VrqE@Y+9`$VKQCG)JvKTXF z%7NuBjUMZ+KTP>06%6THZ_FNmCaPKG2G6>PM&P%vF-*kUP4>_l3gEy|k|75s8k+&I z1XPrFyfx7A#yJQB%59`{^N{hf*t&s8^@ zckS+ymy>e`;l%JdV-Pz+l^DDd@OU1$-DZu3y<`kkCYV1L(Fliy0H_-JV~T&toQjfk zyIGNS!;V}&ab(OcCFY2Nt6M(V zu4%M4wluNFyMk9>pn)()N&H204TlCuJH%v#>F8(*7R^tDUNg01=%EB-8Yb97a zsln4biSmNth`d>4Hvc7Z3&x)BFj|-L9yaa7Ntaz;$DKQO7o*6zVCkYc|MG7u(8M+U zFUDU>>}lppD+`k(3QI+yzS!IbwZmlQ=#w|F3?OJa!*7Fra$TIk;p+LDCdG*Q zyUGYdjp(jp8;HHM^UTYegZG{~wNUL`A~E4vF5>igT=99l1Y~vT{tX%qkBxxnP<{V& z#tRu?4M=nPDiRSWVE%LWx7{3exkm77rt};DG4F)9ohlx{Xu~2DaO&3@XX|@kUDvR% ztn5wNDwuV9%38abdsM7WYFje{;>sqHSkJo+BZ9pdNW%{9PQUmM=*K6VrxuIaiaGd+ z)@rVP-M*^<@}D|1nTsq_cc9o_9WhPYJUYen+e4xm@y^^ZUCbr;G`KA^y_K?K9rC;5 zmK(h3lG=}4ZNQ!SxJtu(O-qx9XL?=k*s$k1wlye0lNz>2dyU z+BP22oy262URkgJJ06N~tlsbB%XQ?UC{87VK3<>HoX`RFf|Ia+5S=qOX{vFLjDap+ zXZLyYE15zk>*@pAW9mS$t(05Fw?xOdyxe}pjKJDfxnZ~dhUn8^;5kTQp<`fZvW35P z$*Zeo4PB|K#N&Vx7?3^NWu#k`rk zXM#oABh7zCTmGDHoMQ6($h%n!W}KaMt9sqdHB-~^6EXgE$UD>LNtJIGGmW=jzdm+4 z%hlTqb(@Mp2+9+=C0+kAYwt0Mq5$>LAi*4cUZLTjri9!or4eew*KzaGw(=8VzcI3lB zNRrh>NP`2J{RAI*&(o;5+i9t(M(;lBFvN<2D=dFJ9$u$z_wI#MAHsWQLWf*u1IcjK z!WG>fE7fq{e=n)#--=7OK0_o&{{cohKfgc)!z`V}mn|iou!MF4{Q}-`KnPnfg`c#3 z?xZV>iDiH&1;Mm4*9HX}Zu*=?ju8YEm@MR+W85_9nK^f3gbjqzZ|BZUc{$&%oPyOyDI2M30z|@# zt_|XVAQcl2pI_3Mdg>lw*JqqYNaIh>PKD-P`uO_BFsKiIeryNsVuR(GrnTTJm?K}) ze6e)UO^azS-cdM+H6=jo&OLhqAbhg;Cj6AbKz;4D+p&NOVz4iCKWet=iMAhNSBjq} zfyUvOW^84`S5pf~gk_zmNu>)zn=gYNKA+pa8~o}?KlhNG$hr#=j2mrR_~9OE>HaF>-X)deR7gw4!z7?u*JiTLbl-x_ z4Oib?>Q||DHpSyX{|lcp?%!Yity1kv4HF!>x6eO~yA}rESzelvpLaf`PE{nUEL>TX z= zp{2q5{CUI`>{4anPa13;1$!&Ue_y<}%H08`u zRr@6)#^==Q>Kpw<}aa*-{vgx|AG)ugIbLHUn{D0P4s-AJ8@0C%HdT-n4$-e8DOK

      )33QwXVzp#8`Azzd)`> zyGv&u)?Tdg=(2D3?r!56s;Q{>vrPzkyUcYCx0t!@)vH;!H#m6g^CMzuG-@C)B?Dby zDu6f+H!>Qn(TG`WW!0xxy}dv}AhUDvL0FNSeH}srK^tG1iQlYUhVDS$hW&HD+KHnV zFiG*<0Jm__mp3U|L{G_EqHMK%#6%|>c@9arG4D|#Di_WpX9lKo;>ao!-Iw9#cD*z` z5wn77i;SRvmydB_Ud?t!o{X;cj>!|>Wz+d@LPA2$cn{HBu={$y@1GQJoHz6?xpnvM zmQ(LOMyM=0xl|^I(s>E}mr^vj{O_sQ(wxl@`dF)2@qFaa4o@CD5N$Mlrp3p@5bGrZ zz41HPN+n^A zU)Ioa?ZAQRpJw+!gJdBI!G1qGLWO?-0R(sCW$7t(Lb2%G&BTN!of7#bcpdgHpy zZW>xaN=A*EeJZ`2ftt)_Awh_Tu)zJ$R_uC*!;?7s?51M)^?t-G8D*|Nda=6p!?93{ zUY^3m)mDjqZWZa3&DM&okQKHT%zqSh?Akwr7{s&bMg?$0QZ~%lWmpj)us)NoqX(9( zW8`+y?`F(OnIz?}(7I4JhbnZN4(H=M7 znBFO*o(fQm;HQ5-h18hm{IkEwQx+^b6~{ct$dF|REi^Q4g+69l%7eV7kkkV#M{*~p zhJa^(M%!;{;K_bwfAgK2PanG8C689lp1JTpfjNvTM9;-mFw_@f2k;xrUi7Y4uV1fR zHEY3w9tA$7n*HVo@wVnyN_|}X^|Sq&G;Go&sGU~Eh99lP^aH}Y>=e#ctEYzG!c*rc zX+LSR^y%>?6nG3$HxLq%FQI9?GiCL1_th6H8??HU1g90^Zeek8BkgQ_ zH0bo4Qx=S=i9=P{nYvn{pY^zLMa@-_lhS3GYBU-?VuXzGcYk^NLGS6l2EFg-|66=A z_T+Zt<#^lN=~+(Jlo6qzbI?V|wN>BSEqF#v*$tasBb9%3MJ^KkVD1<1%g-LHbo;lI zjtv~+nODcDi7PyF22DIXLg~chCY#Mu&tzg0QF!xLK|0l%kVuSY_CZ!d%yqlsgUn;r zqpN_U(ZK4A3DG0h4~@Iz|tC zHAGe@|BnE(()&_rBA$U<(XEr4t^D>X2t^d4wX_#6+7pWr=%mu*{aI4I`}lYJQ9FWm z_H(>E;k%ES*#_%Dr(xoSoL#$SP373=9u)jiijl3)Z14O0$Kmx)C!Gi?@tIjI_`1)J zk&iP)-$nZDn30iDQ$-t^iWLhFO)Q&buz?rivk$S;GM`yoTGPeuqrvK@pM1XjCD6ie z=<3y_LHLs_%)Ga%wxH(vr_f_>UC-SaEYlKJ)JCHvh^ZA>RLXg-vb@j_Q(M_B4W1#A z^;7x{!qpleli^F2tJ*Ezka0Ikl!2%1#l^^>v|pb-@1|a583l;9EXE*RBA-3RGZt<- z!xgv+eJ?ulF|c%qO`KtEYg^JLRiWmD(hE{^V>68`QUSfIGX;t4Y{D{kJ1wIx5si+k zwP9TSkMrv>Z`xU zaf!C-ysN8zQ}05zEL{jvE|Fov^ugc2!u9<1;Xw>vF8uEMpO^3Aw|hgM=;T4C$B$cP__pfLI!R%K3cSsHbd&<-Nbz{-`;v$Yux)RNRdty$bNg z3*-Y=R4?=crs*TV4D(o@?ysek;!~{H>jW*rV_Bsd$Y}Ka3$ZPt7x!Jb@w^kEViX&&yTwRY( z`%sT6^^a~h+?u4%qQJX$Y!Sgiq02;VE!5cX?w`j_|E}9&NQ7-1oo&TngSIChr&VF0 zwv}eCh_Q%n&Cl+))xq9A z024xSX&2(JF8^dGuZMS_#`p&HFvJhv&p+lkPaL>3scZ z>5GLND2&ku6s#>9RdtihymcsEaOUX?gerAPNy*(~rZaT6pz;NEt^hC+ zr$knH+@;3JX1g^JKS<~1Ij58z^2ERlEb8lO<6Z8k9vZdw^4-~<)8f@vCn-2WO+Zbd z(Wz62*`~&VF7N|aIQR>(1Hhe)>#Pk4x*s(u(JB7v2i^o6Q44z6dPgp$!{x;p_ndMU zaD`+gM3|0|f{Ytl(VloE6_taJ>VhW@wTX zdvX7fBh86<%)PE&yEYfTm~^TzNccq*)3?r>V1ED#;oIWDxv;6r=4Csr=%CDOhNOG@ zOz6e6`-gb6rQ4;Jx_5X57!p&0!3y!|!eN+kd2xqT#y75B)gCe8xM|BoWbstEL#GLZ><@3;ZEac-cOg?Vf0Y0*KX)<%(q&ihugxb7Z;N`1JzsR!^g z<^9O1cHX;MF-Mh@sF@}7ds8hsx)g-Sy8fBzCZ7A ztcQ`it?H*wFQi-+Z|Zh4iTTvB;)cs{5(h4UFcEMA09p|UEpv?i*JJBkhwn%!MT2W# zuv0B_;LESCZ?vOU7A)BR-iX#nrTZ~9yEdE_?2=`x3)f#Ut#=d{?9c%5SOFl&{nXSo zWXJjkU6-RcMz5B}qEeb0Vbqh6+wGs9(!^eM70uoahrl!wKhLSzQ%6l~2OS7{$JuGF zvzUr8kry6P-M`$iC@k&VFXT+koHxmB@t9ch13jt=E20QM3(f9AuC^gCjh(-3G6u5g#l>36q6 z%x~YZV`X%Y6+ZnhHVdT7F^!vc484&|X1A(f?J=?${l^(3p6^=pyPkiayp>>_H{oV% z|CI{84=2j=6S$+SEHh;7EW8V+85xAt=O1bXT6K%T{2aZ~+tdaekx(5caA^WcVsR^? zH;W37FIo{fxLf4@8uP`A&wkkdw{MD+|HyT+UrpLqBM3J`76A(SS=Vzlz2es(?&e78 zj2IDNbPv#WJa<_^OoG+AT4#R$y4Z6cS;exG{9Er z8r#Kr9xMsrHkGt;9cm^zUnnGxz&whoz2M24iJ%lW&(P+a&gIL?Nxw!5S&C{ zNtFj_uWgQ3MQ?0ne2%}08Xfo+0S%qZq($=yMH9b1tEnSA;N z$@1qgza#yz7Ine7uNZOLveO9nO?~ zg^W&i&y78DZ*pI;R%Cc1#}f?c9y=Dx5w9h0%_=@`pE>W>a0-iprDxhM7GwhM=<3$m z-4HZ$I^VV#hsyhE)iCgSz75;Rbq5Rx8x!u97TfFM=FWCA=NJ=bPT9dsc7C*f05@BD z`jE>^NMsfvJXd};>2Q+g50f5y=Rn0eHM@; zowGPf*Dsdxd)czLy>>+8mD4-3Vp|ofs1&JEfZ{u_ykG+wYU0H2eg%{jv zm5tiLTb~7d>~(SI!)POv@LRZ>OZG+lwdRQu_%^8<|5iZwew)zud-(n2b|81~I%`Tz z>Qli2H9)xOet=G=?iukqYP2$aX!-JiKMOP|TevDd0XCw&1lLUtyIo)?7l^JS?qlept!jdpVcV zn!y#G5%C`m%RHYp3DniFCsYnSFIyS%0VACq_9TcYj`x@Xu8g!`Qj}9)4;is^MQTZ( z{<~{7nn(FlNOPh#{VG_iE;F;dn`c6_NBOsN*x4oKRpj9T^R~p)e!A$GlQMSFR1zF0 zW-q*4#J;Jn$l3Qt&h(uR-}@>D-n66Mv1qP3)c*~z(^2+y*Ok@RsUwCsJD{b%<^3e< z6EnLTxlO^-;8}ZFjZ4=iY~Q8He|j)s5kEwQB9%RmO3ZN(DchFY80)3?7HmwoLja9u zm#^@(0pVLrUAUH?TJfOI`DNRi4vjwuZQAy$7km(0RZq16WQ9Q3kJxwU{H-HP z$%f#X&rbDbI`$8Dg*|_d`T+{AUq0v$aad*AQKE^!)2qtxLK7-NdH3mhm_7lfinAxwHLz!Tq)aldYQK9;C#1)6Xv=IE_ znUB-@#5HrKF6#Y4z$Qw)Zbnjda^TEQOcucu>(-Kj&zvln3S3b^KkDA5)z;8ZEbiW| zab|&yAmS#0C*N&0Ox$16dhHyjC&2aYaoLR9?ZKg)IoTsMCtmV3a`b-LsE1(qL?agFhX#vpw9D}nrR5rX_6Lu zvw&mLC{P67>k_4^pt@O+;YZ$xi8%vi#+^H>dw1vxf+C2N0vv~?9S2(%AHqfF>NM4- zJh!<^mu9}{q#%@7L747$9D3yLoja-Mctc-vkOK*f=SSRM>l% z{cJ{__X!UOu&6clavs%P47F&{s=lA%0=^YB6tXM}wRSdUMTk3gtNG?y`87EZ{v~p| zLtIIl&EkZH7J;69^ohyt;oBDcx`HtQxPIP@2Y=m&sJ>!5iLZ+b&kTJ=uN#u}ZRv5U4o%DGMSm9_G%B9X~t~%DaSnhXl9O^B;LR zT-oT&3!$jt;LzJ)f5TfT^|ecJ3==gK?TLU%V#739*17S^qNmT>b2>ApDmMDeYha$d zUM@0W5l=Gl%Z6mY0dt`&q9q#HQ88v)7jM3gyVv3Fj&3U8jYAl@8htZUC$TcSG zGP9Ml1q@jM$oTTn@X5j4+T!E;#3oN0x-HxIy?;^CICJx&J7YMD zmMG|iJjvnWCu)FR|F0rs_1Nm`w^o*Z@;G_?S7tOs9+v)cHB&PoMwap9q&`MfU`0W z-S9}yal0dW96_sy6LdswVsgxdYEd%E^tSZD#`WSU_6QO&t^ri-;*-xX36QmyL-C_S zhP#bAdz?A4kJ%=3?3|EKK0^$*&3qZx%O#Rm@0JrQUJs3VLSZik*qyHLsiHVBrLn)< zdypW9=qsl0hj(I@F1u139p{lGg>cLKXhqx97}b!CF%Mt-jqZDk6~!h}BVmCg2w&Wt zUl0maIDc%05)*u}#N|WDrU)|)3(t9otA7KvTB_AXw4DK%9{`#r8(YWj?vcty4vHXC z_zQ*KzU=_6KPIbMneoE4y|!t>l*RNNnp%F}!#*TIgOaH$67)e9d7 zqz#nany?|1o%((uu62MU7Ax5(6z29$ML}%ipJ}4R*vg1H{rU6O0Jjqde{;_-q|)(6 zmnD-z^1w~|m03B%AUbs~y=`JTI!q*_qv0z&`R>)j`snW6o7m#exU02O_@_o6yX)%e zehQ|6e$W}iSNJMvL?Vyb6LNd3aXcFKMO(HQQMmNCI3vskLC>H1Stt$_l?|H+6U-Z(sUR%z4f)|1~hG&-D_*mG8w4 zRBqH>BISYHmPUNu#DU12F-kov_vo34IaSNIkB4VdoKr=~2%&!)?tM^E&fnd-0TKmB z5V@p*O~l|-J|7d|rnS7*4=lQ!=;Ue;h#^si((8`FlQ1SbOtFM{+ zGb%Q2WabZ*hgcQ}xdqm@hhvpED;%=IUDa z=b2SZ-`ROaW`oB;==rI(*RGEnl4JQz`X1JQQ>B10fIoqmq^~Wz8Hi{@*by}ja~dxS zJ{J$yhlaFyWZ|^TGtH)r>JKA<{)P~i^jgYNW}0_-k+4Ok&AaV?_^@W)`MElu#6bmK zm3XcL0%^mw1({6>6+Mp_H$^|si8?*;=ft*)os+E93?8d`19iIPC-e$Ucs}9ZzIuAM zxSk#>rse#c6B`qA3j^f_W*R`8jllqM=SXAyu#?}9Hk94VaF-DMn?@s=<>2J{>arB} z+W3#jo$u<(FY-+O|7?Q(+A~LZWTdGJaRE-qM5qV{Z9#|ZCe^ME zc6y!k>1fsi(D~JdlXl*oaw9evJ*jo47 zw_97q;of#Oi^1g`hnlNq(CmAoY+z2PC{V8+1S7PLo5pV{e)|>~K``rx#&foczkRa> zSo==HN=nvY=OUR*2bUK7SC{jgRMtX&(j zZhF0w-osLKpc5Q?#ds^$AL`S_rKW>5Y+=xp5M z`q?yNhDJs#ro^D`$-PDjvh8o+kRd1NA`d`105}?(0Ky(&vffyBRf3g_rDjWdb0%le z(`V2APf=$dPIa2baXT?|wbF?lrBrk((^RfnX3EQ%Y|zaj+Z|@znU%d zhOD~8qcd|-)Rqgs?yan3#+L(}#u;{`J2~93*sF;mXaHq4Gwvr}zk-3AE*X4z&ikCx z!jvR1CKGWypu{nUWkW51YY?l!Smsy^u-5?-aY^MjRkOcgl*}3gwZUAGe1ML0G9`fl z&K4D=kfBt)y-2TSQfW$MWI{b0R8AM`vJhJWKDM(pPc|vh8 zWG!8MFl@Cr5s3AcSAP9CD-w?}_WaXOZg7#seT+RD(l6OVoKSF`i;js=P|y`KybwX! z1O3OdH_YA2-s?S;Qnt67F^?_OE#57m!=2``V^6}KX=h=U^k!^Kfm)^_`$3!iG<7z{ zJhc&Gvw|CVT6($ys*be?Fm#bs9Q-XZkitzu|4`R*9c?YGdB*wVr=hk|%qv-6=!alX zvv6r;2Q(A7&<=IZHP|90E+OH~)$4GA8?<1)Z^0lCLZq#WG z$ac>HM^6b^Exyh4f!(aDI|?b_L?MG&IdZtI&JI^rFfjw4Xt7)4!(7x~0i_JtXii)w!rd7sr zb||kT#KvNtEQj#7kVsZpSSVGlyQN({7&^S&}z@DuGkJ(*YvaD%_ zyvGreHII(G?o%zF+cWk8VYkyXb90*Hza9(xZui-`Ml0rVleySS1@?vXDU=`M(QaNGP3go=`@L{HS z{V21AM=aSy#19LLCInmD>^G5L*K!>Y?x)n$sfgNN34!P{E}5-)Ii%MCimZq~_XO9d zpt6D)eSmlQC+`iFb8KAMR5F>KuC5(_Yk2~uKufJ(UbXuleIAuTVg{SY2`iX91dvF{ z$j}!~!O$E8&=k5!kpwo<3%bDa;X`*Ixuj-g#2KSii^j*tV`EJi)3Hab`zbpoH8F8D z8XPl9NP&<3KImEV!=f96YhDb1-4ih9z?1%E58?p4>bv@HKp}e2VMuyB!GYgNGcrSN zueWK)(zdlx+uGTFEn37j;LCOz8xhT7%Gyx3>;6XsYbuHBx+?FrX!gWYJprt$Od~$0 zOqTDRy}2xdvPA^Uou&w(U%wErXQgQ$`OPa6fDxRYb2@?*YJ!!_xfY4pG6&XI5Hlt$m!4z%+J$masixJ z=}0xxdE^9?V$|fPiu!d_UDgzKlCXdiV%fu%=H`Eb@`#}YO+-5}I6*D&Uf-8iuI*lN zRn6|_x~z42e9H1_jh0@Wvu~u^gWL7+rw#EsqC1J97YvZm7m|Wd`x{ zYM>;q53hDMV*4m1q!;1ROu=!$OzUMhS}yaT)>L}AW%zdIGb2EZkpwOb_D`CoiZ5$u z39R&PZ5wtwmaHr&9Qm-&ly*k}o2W0uDHWQ%+{!BGF*7zEqj3KE4d_Z(C!=jBOnZ5k ze2l_bpeTw6u-)RJT={cXo!8oOMOA2B|AJQ^lN6+wQ2Ag8mS~O%EDmiM88v z?Wt1>arO1Usa@{!eQO)}#6C;*ddsbxWlN3o{Yy1*?z?}#qr2OYuPhr`Iq@T8u0T#z z7*lF!Y7X~~4iBH9L?KelXx}d>YK>GRgq`#V-TCg+=}AdVpOjV`muuQlh%oEP8u?dt zNNer(qs|4jgCk1$&=hlz2P1zi%=rpG46wU2rT*sQ$2G0PfrZh5J!3e@I+{s+A8owC zB2R%l?RfUgj+hVdx?L$%x6S3g))*_9FRS}=g5-|9MoG7hbx=}3+?At5SrL51OgqB$ z0yM{<+F)=QBYS6ubT=O2;xD6dQrIh_$1|dE?(FC|Prw7h4t#3{nja@DzuDa;3m3*v zyL6DXPH}dx? zcI9>p6m5yhgsQ@f(v25l7$z<^v6sOywZr4Jq}OS`oKH= zIPnN^^*1gZAq z$x96aN3G%xo`_LM`f>{L9Q3R|Hog4*yUo&GRr3YW{As|@Z<#JpPlKMvR;uyiWbY>X JVa?XV{{fo)Tu=Z2 literal 80251 zcmeFabzGHQyEVG(06RfIQBWEc0YSE?{N@U4BG{qDWbx4-|+`nh>|SZm!e=QXcujB$;5?>lE@Pp(=?zmh_stdcx+OpZcX z98aMvR9U_hf3axaPLKatY%rD&30c>lvomkU{6v_}o*M8Q7`ZBPb)#`y_LxDO zB~xgBjatLSt?taY5WMmvpEGLC|4O;cxmacX*ULu#|8M`d#~@Gli+)mlnz>7D|5Vx0 zH3cR%vEoZtF^Q;75T)NCL|>6_btAA`}SoWy%NK+SBLRm!WONcwR7Bcw>k{G zUABpVLBsXw0*dRq?;0)^izt*ah9?EBj~s=6=A=uWK3%mZ;A)_cmV;zdQYDD{uj%Fg)Yu`O(mzg-|Dav_D{c8w0{QQ%q4XM>QU2n-m%R})4*4+x$on?nN zaVR{xb?a84H+NKDV`fige@@YFF`?dTo0yn*lIo((b7zzSoJOC&5H#o6zJ0r5jGCek zkEUm4W@de|;RVZ*r<}^IU0v+>9?iFTve5~&!a#33Jg zKPxLsAwrJTy6>B6kvDfzkK?be`?AM>-iuUD*r%_}lN+?qC$LJG*GvY6S@iR}m4BjceDwDl0oXGuaa-G%9}O=S}MXZgX>UezR{X z_cn7Ej)|#1fByW1kY(t?MT-<871%d%DxJnPRFjeD?7WmYi(ye#QF#`r5V7;jnKO;H z%}z$Ou`k<;eGMwjt0NV=n{#t90j#*)iShAp$tSyC@Ea@T7^s;x=V)d-j8x2wHS?}n zvj)eOJbG(&^_>lSEPk2OO+6H!J*Yi~Ah2B{y?g;hBG%K>vno=NQ*`|MjmZx2xrmnh zhsIqMA>9=r_r#`t@r`s<=GTvP1h~|EO}KzKj5ce`h`3nbDSUN2z9w2VC@yDG%D6UG zF--R5ufE3(Vkas?Whya$BOf-L>HKkPyONsPi@TdRLvi6fQ~kNMn1HsHmR*wd8P-wz z`S@5R%gf8jy^ILsm;KLAJB9 zbxW2li^5TbF@sumKbBY{9`b*GE`D|RM)Jji_57F0BwoLMJvca6(VsgP8>60P^xl1y zKuZ=@z(`*snPW1LlOsK0RaFYTbx9}X!(^+=ULTEd%D+#yYs;1`DJFGt3l=Ppl9raY zvPyPevpp8q$gP&lc4owB`gcD4{)@K}lfxLz@be$P6-4w2#7TdV*Nx{Wr^X8^d(|0#lkRx2ZdiB1j#2!JO3j|^j&hHRiuyh9e$6(7Z*r=Eo*rF@)YJV&RpGjp9^b#~yf+bO zNPfzpSQxI75O}4na8stEzo=u)WWREp7JsC2oSB`yJ)N(hd1{yK^!SxsJ9gx;DaZOf ze*9S1_N8w~SlBiuCZ-d(RZ9`34I3^zJH30?&Ykb-ZDuB|gJfR{yVscrkP!8qmGWXR{rlMUs4d(^*;PXq{Aei|4V z;m3mg^{HSlZOd4*OWMQ)CdkGqRy)`1rn@`+?k5FbbDT1Z_eoFvcz-L#blGYK>M&xx z(dR$hp4PRUkSlU9fm*ut`oNHGa*;X&d#3Sf;5?+a%4FWLR&{i*zcD7hU6tn zmZ%z3T>brVOO1`Twl*1^K6*qzcU@B0Xn%9uh5QF?6HQ0mY0n{&dh5CQu9|7YZf0bR z*)8*;Ga}5tBH=>5)xh_|k`)+AFHg_&f>RuOc0Z9cGcyz7;T|3vOPifSv|DwSG0)`A zjm=f1nyULcw-r9EEaJ_L#+qt>hQ_ZG5B=g24$5i zTL|O}TXnudMlr-BXIOQ4Hl}-*?qFx{N~LC~?eiImWXNcheVL<(C~l26XB|g>C9IH0 zHEWE-Vc5jPvdVO@6 zWQAb!)ga7Wx3785V;1A7m|;|?B>iGJB+aU@Guz36KYnjB$GO0pGP&d9c9L~dH{EXC zYS7GI@88>y)}LCmywp!v~JF)@iwHE%YvogVJ0EG#UnxVC87#;sc~S$1ph+s(9D!RD8?O@TKFlW!f z6v=eGFXsNb7j+HK$jGF01vD5uS9dh?=FyC_ZL&W}D*5iy&vr--4i78DX=M*1(M6in zB?^qKS-$*DFTcFJd^J`u>z+MP_CxLT2QEF5ddk77tgMV;aOu;1I{V2!6)|6oWqbXe zw9p;r0_*d|imQMwhmGVf9XAy#?lXDoh$U3UF92iZKsNqy1{u#oVuw0PJ0=*4X1D|1 z7IT@`Ck+pcj6C(4qK*gf20sv-%(K0R^B*u)qJpLXZ*Xg6sT33x)Mwcz1^;RblN)WI z@2QP*DKd6O<*cDI735X*c=)jPJ{{kng8H5HtQYq`_wx4EZ~QJE#}#n+`F_1YYbFZi z&7rT0NU#7?Xp(BE>4*qpiNJ8wq-wj&D2{YjC(*=_6xjGM;?=h|Ye=-HrI~Tt+S>Lc z;Hr&LZZob@YUp zTU3$u?AbGhhwAm*Gl;5PfHpIzA41OFwu5yF;b#wHDOJ0#+NO~0V2u%EXJtKJ5zsPR zt*qTRDx5nz8O0I-NNSTmxZ!FlDyO^dbV%u^#A6A_G!tT5D3pz23%MwiM^UJ@GJXfk zLrpPqlf#u~Ncv?Gbx>)DQi_SxcAoesyy#S+7X20`rdXVDQ)fjqfI<{dhFZ2m3g*jr zgPf{2jjX>&U3-Um!Iv*pH8JYF^$5mD+&e;9bT>>k;AU<$udpepin=6&5kyLTiguRWxh=d}UcSD*{HJJFt$G?47uR0$GKyP0 z_3KN^3zrP)@@Cr4nvpCw)tfe?(R`0LhfPpW(1Ss!B4bOP2UpUdh3BJ3udqxau#D|< zwj%%>RgTMVP0^zBW8ze6{BdV0Dc(jB-?fOSj%^`Ad~2Hs+FI2ENF z=gs0vi2_6+T*7&(S1>&zgX7@AgZaka-tM~B`G7$v5L4fYJYR`)Y+~6o zJ2PcHJ8kbPv6(_SxJ6&*M=B|@xJ4sO2cTu;?RC4Vkk3U-Woanmj<}~6KU-Q96E8~6 z0P>dupH~G-Zivy&)xxq(?K*Vv^V;G7acu$`0*~L@xM@>J;Zsfm-<5TAbo>o;o}UgC z8A-XR#46==_Q`G;3z5wmHwORwc&~YsNlZ-4q2r~kLePm-AM^8#+rKyhBr14!U+mZg}jmnL;S(j>} zp9A$*rI~Bvcs<}j)u2LQ&NGwj%*=;@*i*W+Q%zLC8fD0+Hf1|*qN9tz8H!&XQbsL( zGTfo1nkJWGq|xXi5_&HV*_y@j#am4I6Bu#Gwof6~d1m zJS8hjNY4R`0Kxwcc)~vSln31+RR}dp&0udMcUu0sN@ZRgC@2pBTUXza$8nuUGb4D#hTVj2aVSQ55dzJl z@$5qL{rj|JHaWC&vIxcqJWgX;pUhrstetLgd}eB_7Q^S=;z^6F>_Qep-nB*iru7Fj zQ5Vnll_Tr`xO&{SXq6Fo3L!%dIY8>nnc8U8q-fu`W@*~@Wxe zf?$NyNgwd$L08fEyRW`{IUN!jN>E9Cx@Fi40n^AOG@CC07Yoef%*{HcTq-}(pEDJU z3u9$>JW;b~jmWD+y`uUo*=fL$?uN8Dl!`#!objD!%sC*b;KjB)c;{;x(hlhFW{h_*dbm%j2jA$kY6|{+;7j=p*2( z+zu zSCB7DFcFM`cPy>w*cLBV8H?vsj{OV<7TZ`^S?Mqx7p|5P8T_mHV0TT-luysLedllP z+_h_NaN_uqmPZ~}#y4De{I5She>ymQCt?04oA79FLl_dC`kdI^z+1SgcH9zTFmrTx z*sAAu?z{D_)iLVIh$5GCF>&$SL&CY?It+>XR=b?%`VT+rw%!uow|V~O@rP~wL2M3R zJ*JqHu+)3@zuoro;FTku3OQFNGBwwe`=Yoq>gzPVrx!Gf{`yr#^UdYM5Hr$H8*?;0 ztAOhdWy~VawgPE9dbHN<=FM;ADb%mMQB_dz3JeTHk?-!5JNxO@`XRE}3+%AUS> zVWhe9jeapbqmach&jTi3_fAYsBINbE8#B`Yf`d@Vqo8l7y}A6F6bu~yP~ug|o#T_@ z_m2vE`f=v|@qhivysc$m&!?T#p9{yQ_R_iQ9?V$2F$?RZ8^Pnr@}z)8azE`+P))oL zE}p@^=#(KERwD5~_4Et`YBQ<`mPDCt(asses@sU7@bZvtBJ)mi8?VZKkCg>J#Puu4 z$;tUo+S}P(D)eH1v0qP$S$Q#apayE!>bx#%)!Q(3W7(Q+EJfS&{ggK;I6f(T4|t$z zP}1J+?i*X}y*4nf&APk&?Tuv!_Lxi+I!bFJYVncVODL29!ME$*kuzQ1TJ$9fa}))J zxjJ?!B@y-g3{sMT4I7U1{n+yO@0XEOSec=j;FZ4rPzLoEyr+cZdE|+Y%r~rf3S~U% z>xY@9!>(>eHqg-(R7jA&NxV)t{Vd+(=Yzm|tT)LYpu7B&n$E?1Q(hVc4w#Bj^F%Ck z7lpuMD^B{H3;yuwQzVMQi@mzn!E(NLS`4y?h-hrsBdY+2ef`D_M$OgaU>k)Nt6Wwy zG&G#-e>ca$-)Jw`GBh+?`KXN9mf`&K;l9LW*ONRWWKRw zRiGu~FjqlK#7~8#_lnJ>0JSs@C#^ zyYAQNA$=_^EnIm`BNuzAMO0mLv-a%ltZh1Jr% zArn#ok_RU^pJ`K8UHezWUR8>*@>3p7HITH(b3yJW9x}xwCnq!XTSBp0wN2nO7LXU@ z?dh4B>MVQ9?BAcZ3Czq3^8qdVC>tzEbtW-RhyUVgQ3;lkD*KVE~_xVgJ`*J`_@^gyion-1 zr3vl6qQhlJSJKctVS(`dHMD(OKoJx&k90i~*#NN^h*pg*b2Ed#f1d+vOVKOZELj&& zmpeCOPDEUCU)s4jklG&`ivqP6HRoiLF+ujjGVdxDY*v7vXB!qSAbd$7|jvc$XbLUPnx6hVyuZg$z)j;XIoTe^lR8bYQKzUVMmum|K}S5HFLFDGv> zDFErB+FE5oCDScCh)!$WT_vfWW>!5^DjtV!#8I#c$X}sI%EKUs#?ZiwnzGW1Q{KIM zmkf>#x#=8`uy;T}0B|xc{^0SGCykNoYWk_gdL!#%71t+wX^*a3w@!#hehBg}XI$3# znRIYds)&x$f)rhG=!r>7zWn2e6Rxnk?DY-c4ujrp8#V-C$N=)BK-_)6-GwdQoVH$;Q_!@7DZ?AJU>8tl)zpL zVT#@F^S+|h(7i&@k2tYtDQy`c2V1TZm`L;u6yz9F{E$aAB5F6Fa`Rvl)a(7U@9A|` zF&x}`hF_g!_in=I2wF{vf#64Coy-BGH_&m_8_5e6Ee+Sqv>_OOc%mafy;L<`=NdXG zufqHtqyn5LBOs+l=W{J+16zpGeed2DB}SI=_#vGY%-@e8%nn@nc`Q@AKWpfLX7gB+ z;~A{Yszd!*L14Q*+H;dWq{nkce5NY2832z}a{JYRYch7MdbjxS!DJx=ATrW=@VEQ9 zB6C2>v(Sgv(b~<8|L(6!0Cv81;atC3S7tzMU7G99PGcKfs3h zg=%?DO6snZH&+CSa8J^(IOO8kEGnK)r=M*O(2m(M=JFfHEKwWDNgY7-lPPP z#1p!&T;9`qbSAt(-t;T=1$?cWoyNM5sUzh=?luZRP!{-64`z*f2;Z+)sA5pq_@%K? zb857gv#g#JwLDc)Z0~Q~cf{G*xhCz%tM5=P%X*tu2-CY#TrY?f% zHw}J;kPt1dem#}Xpyble4|md=dXyX=ldCv>ZXO$1OlMN=ZYCAu^XF4bmM#^}xWChM zu(jas!-vXHm#|31yL!`_YX}#s%wO;6C+aA0rZ#!87${qjC8MA_w;)IO+-(*AAFTyX zgqTRfO(r++)1U@$U_CO|jVN+9zgv3mKFlMN)=rDFx1oWJ`$CEJMM;W7a_bBWaF#=a z5!nsmL3OA$=>maS&rA=M+Gm*IzgQ);okkS>Cw;h7oVRe+9iV9A z`t>_Wh^QtW(<}5U2TpJ6?v6y_uD{8Ey65GUeI;Elw8DchF+dr0m%f@9Um!684lhA9 zu$eLUe@?0!qu5oIZGvXWhAu50f>!8aWe!PubFoWe;#d+yk^W@3jkM z-|eMEWo(`F&Vjxbjur12j6%jJ>Y#uMSaD;G7@H(%VH3_r8mUCCMfTxlcWfCdc(TX% z%d>risAbsnMk1+oBEZP<7BFv$M#q?l;hrpHNVIb_9*RwdPmcCR%}sZRlWa{yBJ*Z3 zr=em&qKc%%k`6eU4QHW)jUZs6(4{1E>-pr#2>R|Ih&Am(Xk}Fqh6*MRAgGKg(*~6a z_Y`&b#?tf$rAWj?B^R9;t|aA$3<>ht zvDkk#{Zct=Hp@hdmNs;NDnB7hB4U!tL&PHB@26f~!C3xmTwJFu+rO}TIgmljdkhph z49NAXbG?N^nKh&p4M8=*=ch@>nO?vo9FX1+MUGs}>`0tT-LT^iw=EkX*a7$&0_f9= zU46r1INVuo)R>W?U*Z=5;VVWfTMerkWTK2zJQ6_~d)U}cp>tA>^)UiD)etogx1{Jn z&ws$Mg2gw7QP_%zVkAA20ECW11T!Lop>5UiCSjbI3?TS*_r&EYVbQXXhJ6}sJX$HC zXju|KMJjkrtY#GQO}KWhGl-HOnjnUP`b$zG(osu6tRhhPxK-jMNPE8EVgp{Fly}lDh0+}cWrv-gUlCxCPz{3S!1+3+>d2UV@6Wr~D$uxS{2rHYNAI`v zA#ca^jj`J3G|y%ZU^{_)BfOP-ol=KU3~8{(==Ud=Y^%4{gfb# zA7HV%U2MT`(9+(1!Va_nke+#0-gWt14D*D1u?pLPT_^58!i59fVr~8;vI<_uPydb2 zb!VxUzS1Fi^w^0LiKAP|yJs(PZP?A_sPnq>pXmfKJ&@P;s{fteG+^er8@q1TiO*=v zF*7r-T(M$8y7u$u&u5jClolu}UDnXh06_iGxqmPkvM(CzQc_Zd@^i3VAZ}z(^osZucoP zZoBvICqj+O#5Ab4Q|^?bW=WQYtKudub6azM<8RS5{(2qC-B^3 zn_!Ln8PO2TW>I6~%!5AN{m=Ufh0>lh@9mXcr?v6HyK%FPsks-5apKR<|217>r6i*m zSqTj#ew%J={n2$b$!~uJpVh>-wuQdT0*G8>qR)G23AB1BGI;y$7T#EhW=2Ep#gqBs zv#){5IGCAVOZ0WnGOS}+t3@UxuX)Xa&3^v3!fuIVi-4&;i0wAIrqL0T)+A?V_Xa5` z7)3M+YM_mifXUZa=qhdgJkzH~$T5|)N{A)gIrLoz9hsGD*7!iasfp7LxM0UBi9S;W zw4UC2A0RT&vE7xszvBFk{eoaF}Z-lCfOxezg4*|F348WSigiw zK%GTDG@9XPIPzP8i2x@%yX4>UGVCZwpjzPCN|Twn&`cNp_gchWLOPq2!pX^`7mC;dpeM+b}8a_k)(B5^u;QHSJ;ii%&8pFVuJ z^!X7pAsHiwnjqVwA9Rk6j!sBx4ySM!tur8qsi2`j9U++-MJifeGYwxnWtp$IOAbIn zC{!F=Uca}KdDC2XO08BUQm10*X}XdAW^D|wTCQ`pmSZnJ!PjVR&jBRb6dCJZyhv;> zH9$|$gm$gkx>o{D03uYLzi?q_gv;B3@N|OEA)c2ZwLV2-1_dG<8gV3aF-QWhP*)@? zK0n?S(;;Y7^?9=Y!l(O>LEF?)O(HNVXlRp0ELx4q$V;);K0uuzWKnc>yu|^MF)3*9 z3Y;ojUCZRq$xJ9`%`Bp)U}&ff5}V>MVuY*f zO7HN0Qa9Z(7q*;+hA8~Rr9#{=C`rI`wQsJpkotvTuh;BB>lkzFMwY5pwgV!Rik6wq zNJ&+lYT|qlch-PF zqX=keJ|#qw#AUgqXY*|Oz8Rj{kDvA@XMn&iUY+T!J@GB>%BKg-wg(&I-e|YnkIS8@ ze}f(aqlYq96fJx-S21Q2!sa+KG15S*Ht`d-F06O%t>+H{Atiroa_HgqwIpwWu2+Zl zg2^8sCY2~b(uM`*UnBvdxK0 zm%@=y?*kn+FeD`_ho60mhC=Eg!QHz*fux)`cI?=LF<&T8 zzE8xJDiE{UilI2#3Fn|=5kF0Py1&b;J$VcL)R4v$KsX~9 zUs`~n6H}o=HIoy9xp*M+`_7^kk(z76Q|zb zGCN`LzPh?P9P3tQ4yl29-3SGbFQtemTovkOVE~!=DnYy5xLE z!R|_M-cOKYP3mobebs%Fp58ckNat~F^LtF>cad>Ejq?2UNAljv`WGo{~ zNSVk`Le{m+$_WXbo9TBE@)v~VN)bY`_E?5IS*l2!G2*_bcY|>%5@AWGQ3?XYW?rpm zK;9lun^Yks^vsA-1!I9gQpu5{M_KhsIWo&pEK+peF9j)zMAxfk6sDKYaB85bn9z7X zex8nM6XvaH3cHlUSfj1w^l8=zm4x#S&=O4a!-yP?1yDh{gcE}S=IdU=U10%*kWnym0y8(RU$2VO&Si)rKq+q`;pSQp zC%9iQ@Yd#G+X!_eE;d=&8n9>+?~9G3lQN0hLhyz#+_?Vz`}eEWID$A3w>03aJm~pG z2pQ;g6K~%{#sjbHxC$iZ6x2Qv&byaC4sLdt6U`q2!1V5SY>e>x6oGPx8N0rEyI3?- zocBEO>E%$dtY9olF|0g+^kS1w+!^SkA0;NCRAR0J7^uLN62V-wA2hNWR16*59mdT? zKD?a!_MIbC%dtP(=fbMKzCO~s)^vm^O93q)4dXaa6Hta<^`J;>@Aras??lyqJ_q$=$Tr$-4tO7eCp>H4Mc4WUoq+1p`%39dR$;@ z#x+}KW1i({^tnMNA98SW_j)g==@pYM;zMhzKKT}e&5>H|THMnCtIo5Mb$p56U~NDn z);Jd;pkxK^8EoN$M$c!%hj9%a2C~z9Ig9F%D24R&^w@Xq{OQfF0S5!x zYgGuVYM8KCSy%`j0cbskw1dLA`~6;`MGlFwb@uaNNGKg|$r=TH z{RdywdUO7%0*hY=6p(yaj&h9Pl_nGj)FBAoO476KM!%F;Q-K;fCW>zp1H(w~{olWT zzYujy-7V`Ej;b4la+@Y1nC4M4B$vqoL94j$Yw_FiVlzSKG~a9bLjDbQ9iytNQN6KP zg`+NkQ%+(%P(^0q*qa3SB`_^E*NoPeYqs02Js4q(@vSm7j_1nPfQtlO>jTjASfQvj zW!V!10F}YKv23=zM|#Pa6WKTLT?8`i!LQJiN8mX!# z6m?YEw{Ks4rfnSP7#F)^T&&-_ozgR&Rmk$07n;%L)sD;`w8{26LN8gvYJBnmL&Bj{ zq(XJALnx6D!V(Ozq#h9jkGuOe$oD81LdoZ%BI!GK?x2I8L=$=b{CO5Vmv%w2G>M-N z)U68*?S!SO-ZKeYSU%{9JAqK25hxn!ONBrQrfNM2Va$B$lT24>|6A|@JzK7@{=@it z8(=WJrmb&GhGcU}Nv`n|b5etyZgtFCbPx5#)hKSaC^VPjA$4&=ttZWJCdXgCvc%KD!Va!Y1n?%imQ|v^KWwORx=Xrl71F#gdx}o|N=nO~Bcl(mPR~1E)5>0lxj1T-^cqoW=iQH)DDD>F)rCLyovfC05u{+)vM&g20C*>K8 zveyG!uea`2dJ($;Q)5d@OL=69k+;jXUxJ1#&@v0z-VjC#3tQV-*9D7yl`uj>flw0+ zMdTFl7xAq#xlCWlbOx2Efd3>40t`rY9uJE&U=&(I{5o8;sO`9up5bqnrG_X*HqyI! zk*82a&cSW`=;D;9-LHiF=oy4ju(Fo@$G%B8`D(7vu33{-*KZ6cBxEMHhC-S3C!LA` z_8(FOrwVHA4`thS-@Y|77oQyNbx!iIPwyO;zpp0~>n1T_zqK@PXh3%N?A8CW6$?xT z^unkq%&VOk$vZ6)9?MO0N%J7IhxwgO1- z*!LVkiVKZ{$V0{iatBM62bY~T{MWWj!XQ{T{;s?Em#X|J9bDw zU3(077FGz_q!(BD6Hx@L$PmnvfM}wiBRO@!;-G+rI;k5PagBhQ;8Ld`3npK6aw0XJ zSmDq^y#u-9W!U8IGyc)gi!LFx!Qli6OEegG&j=WWSY`D~{a>~;Y;qj#WQL9S_=ywU z5N#nCJ>$QcS&o=avFwm7e$ICiDOVZiBpCdqxQiBgw*>y9(QyC*bk-UpF|xk`EV<^{ zz6+4-WUPDZ6~PwD(NeG;AJ9dAjf_h*z$L3BLD~?EhCv9sFhVf-co20F&LUaJ<8}|4 zZ=^LjNW;i~_x}AV!ho=JNEaRRT6y82sCNfR?w8H5nh`#aYZqw^jt=F_teERKC#t5y zuOXWq?G+%$AVx#`MtQBy+b+G}jx5!*piNeqzEjhf?+K{rePP#$rDq zd1TXSuoBX%YM4K?841=V{lfkT2&3Z zRxHBI5Vz}qnBBBxOBnE6IGSp(3B@wOpviE9=1GB7(F_5XIpaTRh=-myM0qsc?2v@m z_|m$)3RgWcSj0+?i5Noxvwv!?@ zG?5@9?nu;HW0-M-oY$c9nqu9fls#H+td?mLWAp3lYpkA2sEx4v?Oy=v+VT5o0clcR zC3D;2XbLxJUiq4R&C#RabC+g&9wS-^KG&~bPexQ{iaHKf@`4gJ_s?qi@bPZZPq+Qh z(5PNaFZcw@H%R*0B3k+br{H3gBe`$!`(|w|mo-3I4=fR^+51N}O{D#{RdIc4BOuf9 zv!v^#PxFt`>$0xm?>9Mp$vg6z4u%wTR-yO>K6>=%YCu0osJ@49TSiwZ-{mV;n6s$* z;IcaqG87c5Oq&@V)=f$ue^x=`ETjM85AAR^#?o)DAD7h#DjBL4CaAnKnK#ElVkn; z-=!#d{%vE#^+0)W(sjwL2;f@hiMB1!ao)n=eJ=|cc6h0@2oSmpDR!L}mKojZ@9yn7W~ zw6LO5Ysz<~pWU4c2gb^>9c?9vVy3s%eZE_RZEoxJ|7lz{9foRLadX86qA~%ZOTloB zJqKSB%uk$f*RpTh1c6EGPq-tDt$a8M#)6EhTE=820W4j@|Ka=wTj~)m3+`JKwH&2e8F`zv%X?dFoJztG)K;>yC#CrP`=g~| zQ_<)$kDy_y-jI}-NJI+ks3O^m6fDpcnto>Lu_&`^7SxEE0Ej^q0A7Ow1M$XV!^6o;xf`%s z2PHTw$awyCgZy@%_*I`G4J@`ga=Gmy>E->puy_=H{v2-%vv(TPyw~RPfrZhIgz}hp zuTb+tiGYutc76#kc(C3ai$|R%8V&Z9oc;atV+;fha~~Fz%gzU}=5>qiImJ;==k_*n z`({TSvTieOAz?~GPnhg?nKL#m`uw>Jc#YT*mn>fVt$bwHu3agxOTFVHUzB*ge8q}# zROyX$bY1hFEX8BR{-Wx*(Hhq4#G{W^2a6<(ZBM|FNjXQ#B+V*er^#fJ*FbZ-A<;oa z&)HQpe^2o{^Ed*@#s~0yX-_a?lHr|@9RV6iA00)WRT5dLf|QzqJppVmx0CKSFiiyF z^OE077e?>ofM|GT2EFtHP_Tf9LLPC>cO}M+iE-!a2S)PQv(Ns?mlTngCqZ>6 z!b=#49t7|Q0a_=0ZXEfbj;(&=_1EnOv_ak6|5%;e?#O)WXC%FkKdYYYw8>BBesu4t z2cY=TlT1xsfBl>9o1n6R%}2-wBy@lNu>sLHkv&kjuG3UY&wA?HuqyKtvp#wKSHCqK zxqXChK1fxYS5ogq;_zK+0`>wsX4G7{l5WA~l`>E=k$f06sSE$r?Zng1{?rWy&DAT{ zk?lm}_1B~D-)+qNMeF6td@gg{xqE)WNXf`pTd}iUB*QqrKCG;Wz)W%7S-4;KJXre5 zl`D||*^Y5BQ@aQhSNUCe^Ar5P^_wNO`m$x5xWAQITwHv9U4Njqb6^5~79P%qO=;j@Oc6K(l&*g2e)@k}y6e;T+5FE3K3cnzPhvHn(3eSZol+f^^2Lez zF{hh&x1Xx{o!NJKx3O4ytrICft}%bFsWpF_WF6zbZG4aadk}v8duW^d{Vr4gUh&kW z6Ei3u;@-VGlHO=$FT#X>QAN~v`al;@x+kDCOk#(QHTzz~;pvtUho?S12G;X)esELQ z-g9ztfz#7hql&KGvHROtrk+?s!k@?0*8Fc?07~bH$f&4Iv`e{Tn2{ao>gv2}D6b4) z5Fqzq7MPKtc3k>i>zau}S*2RFT8alb>ovu99FUk8dFeRJQTaR~aN_t)70P+{`B}=i zqqCRI<#Sw>ZiGd;CS!evk!E8Ef7PN+mQ?$6<^%tQxpOTwi|}JODQs@rZMPssd1zDoW<{kwbYBEtUc_y=@wB?h{K#1 z2!$+ySqgq!PEPNI%N=ZR|E7%_FJYG)@!g@x1nO4ODFEvyHliGhnnA6Og@!)FGoK*7 z&#l$@_}b5pK~YgLB0BnX?o?xceIwcZLwwwQxpU4lqiMO-4_&4&kiFp8ltWs*R+$jo zB2rV8Zmrq=fX5N034Vxr@^SO{Ok!u=U1{_%3rkA8S?Ju$`)ptzflt@dEVDPYbAMQ6 zgt~dQVx~=R1zZ3-yA;+$ll>7W%qy4PAV?oV5YZhidFLlgVzG*7JzNJw|3X73MNJH> zUXlpVK}Dn|Mf@qK)EPr1heoR8&lL39n)1Nrj>3bDonIXgL>wx zMDz*Q>Ki~`an%>DuY3CRsi$nQKDCNbboduWGnt^hN5pn(kWQr{Z8QSsdvi&z{FM3OM^i) zhG)s{3v0&?reL%Cl7-hgcU^}KEHXU&5ewPYf-WXKpZD&}Fg8m2L=13ikHtB=Rmn7j}T4*>?Hh0c`xh7SL0kgv^39 z8-nByPR-DR1d%Pa;BV@xR0|(PV&eiOKWqu@DYKCclPB004kek``7!za3yl4Mo12?O zW@9pef)I_-WRV!zw`=qXr3V(Il@o;%>7SR z(m%g;%>Ty8KlS{-N>PWu>C)@Z7usicRF}^mNp=3q`sX*l`|ls=Z^bY56W7gsO6uxS zWWOr%k;Opft>e&i2=F9A3f98PTkm6P_OP&A`WmlG8Ubc# zemjjsX{Ur,(&u%$IHzO2DU9i;o%`M}<|d~r0wVOQS%axB6S?b$&eB3~fujr7mW z_LJR9Ig{0K9I$D*>wfMZi$YF-yS5s}Kw^E>beS0;Td>?|>CTU^`fZ4-jmpXri7KKF z{fCHCx9(t#pc}8Qx%%`mS3P3!F@oiQG{{GK&0W;7Eqd}@ukVW&!+5Ad_v4dH<$%4_ zU%ze*lA2#9zwS|rj=>S$ufPk9#K92Bl8D`8htdYl`GM#Zd*)VltYdKbcL<$LZcpc@ z-Aa2nFHz+nLya_VcJQZ9Cp@-```7)MQn6c1D*K3a7G3*&lPS7eGoX}MS1T$T;@XJH zB{u$j5e?^jx{2S8ah`;GG_pMCw&)0yf^vf5o+MbkGJO8|SftG7Sb#1MBA}{q15+clqyW?9lgV7>WMiyjj>cAsP z%6VNTq~UGI`%pOly^J+X%m>P`?~OcRg|zT1$A7nsyzIYv(%#-aqt#Q|>-lr`_j_B% zrWBQwLgAO!uhZkvyluL~D=-*FzevAq+LT@LXjAft6D=T1JQ z-?pvcn}CpzDkP?q*~!{ml0BtPy|RRr5-(RoZw7X0IgMpvk6`YU=8_wSdmA&AiPcza zW>{WQPD#m|C-c{S1Un}y>&Kr)f8zHRg_F2155VS)(Jkr5Q))0g5C2OT8oia1m$w!@(^zb4fj@}sN`J&sT~*a-AU^dRHPGOS+x(@CzC-%4`kuD{ zOGe9G_Y!z1+0R$~?HiXQ$wRYaE_2EwBO{ZQ0kapcgiyY$U+Gp=QE}dy4hX}mvMV`* zDsObI#kwI3_M2H6nF_S!*bW`ate#|-4<(P9NDLRI=+n3zsn0e~>)zHA!*e|LqR*%M z^he1q8_Fx}3cULo;d==l9RLSJa4}uaGN>SD#3nvmFQj}pg3^cYRdYu9__5b4Ir&=W z)JQ;0L*O229kyD$K#A7vz3xlo(B9a%h=|vMi^~=rl=qX8lu1Z--_5V;;7o3}lNJT+ zH6#{dSu~9`HZ!Xs56J=Q`t*ilemop^;YuLHsFSBm@H>v0JoWaL@{Ej(9ENYV2TOxI zFJbte_Vl}-9DgR=?d0+co#L}C;>j?rkfMq`YF;djR+TcI!LYOuNgHjDkf*HkpzG`E z1xoj^#5>U`swJLEVqO1nS%nl{Y)^z{V`gnXe=(^?UG=WPtUwa4l89iAAK0Oa2mQj=daV`Ar3P8 z`=JXpypXP{L+0PG+O|SzOW6}_l0A82>8ix}SONQR!{^O%XKauKF>O)O^CQ_QV0Uw` zJGO#`Lxe`mYvTbY8J&Umyq-O?`()ER)ilNxJ})2U`6E#w=^Q0nCds2th-ja_DrxOP zibLdCwu=+}d04(eFJ+~TaUprn$){`7%@vW>u)!dYpoOa^*fv)5Ib|v~tC$-y{!=vS z@ZoNWI1J;7Hc(jrxfvboL*b4zk5-P0*0Kmy*}&v>ow?dY&D@@MFHYch2ltbhl!T_!JV9ZL5;6nQVI^mG}e zbMZp14Vo4OtiT{-7de_{n`Y|w-sem8;Ici)AYw%Dnbm^QfyxDnvxQfkg60H=%e-!J z#jd1W7FZsC+6oUwDg1Hy^N-8Na%cBHHtlUE_BC{CLMtld$Tle07g94=D7R@)>@c3* zHIJS>V+*S^G$fQOZwsjpq-9a+GAoZZp}dVvD*WB1){+L?;A&VVakDUNHwau@MNWa^ZrNY@Ie-w7D-ADLq_&d0lcK8H^PffT7jYi zd5cIth9%IfJo<;l1@kiK zIH7Gu0@O6EakFN-m9RCoBX#3pDmAG7@QKa|jF}o5o|Bh<^1{~_WhPi>Z#ewHtSn`B zNLQjgDmGSW?^cnXnMwvji<=Cf9|yyPQ78k)nkcSc5wF+q2%WmkNo)JCt&+G%0kopp z9y6(%XZ=2rxu6EkC@WYjkLS)-$2o_fVMLw=(7uU`ZKr~rVsi4S*+;qZQ&0E!M150b znwgwQ92@!KZxE>6;coG?;aNk(1$|*Y#RIvw*V0hV-={<^1KTCr>%r1gZO~k|8RO>Q zkb^!QR)Qy`0Xa7sJoZr$_bp_`rO9B9xIO-g-TKZ{GZ})(+YN4F}U`F(VNr~*~ zkXg&_6-&Q=qk_5|rJ{w`T#r|i(R6s^?!Hv$WeJ~mSa9&MT3c2sUXIPw#StY++buGy zGR@7UjW3<8ZQ@(hnUyMh;!mj$yt|f$R;TJlaA+vU#+6{MgImx@t5W%+VGM+HUeimw ze9**t#W`ebyG z`ZnP*D0#Gxf5&fK#5wzWx$YW^_p1cMu{2P>?(?8nqrd+2(*wqaKH8fGMLi>U4#u;A zmE>DGD<9?u{rq{}K3j_*SR}AL*aG!hV#iviWAUgFn>KCo3?>$7bk-1J<>Vm=WG|eu zvN86xt0n1saBy%C2Fv+J@4mDJe9#ViI~29FcqEa22rVJLQXz)bq^k;=>KTkCJMr-1 z(J?PkupmdiMrk#g9{;W6O@a*5!~>z_oRU(_>s~+EF!Br_?1OrtvF^fr=jY4Ettz6+ z{wqyw>%1OLq5P9x_g5+uJ{PJxuTHx@f94k7u_N!g;WIa?xT&*SpZS;2KdE!`(inxJ z{=avmmUTyP%R3&7Hw_mkcRyjN7O3g|9=42sc>1-Jq|{>;dw2U*x{~o=iff-6wN%6> zbaxvqx$$rvZ-h^TE8L1`OS z;7OCto*GU4HNDCx{?|9k!0~@&LZteWS6)r$H6R_=Hv@HbV;m2Z!&$!tO7G{r6KgOk z3M|e`y`v9HNExg4*k)dp;C_K)bfdZk7DVStk@@z*e==47(0rkaRBoiwx}uifpIdZ4 z;Xyc9*0qBZSMhJ<;)O~+3!kimj-eH&4Bnzdp7)UPdVU6ynp`e^I#r$7t$6O-6<-m5Z$CTXMNO zsAu3#|Hd=Y*U(TwPhX|eHL-w_$NuHNISzlJeXDs^FWKQd&v~hX^IK(pANr1x@qZ=0 zI`sceLin)j--H7&*H&EeBf{bMH4 zD@3HtT5{FMHHQi58G}X|6zV)$GX7QMM_V5q z^=zeUe{Aq3zi|DbUg!)Cqv;0K&+5aWK3Uu4u3^~Txgmd#XRvd3*ud|2F`-#WtC^Cc zhZIwyB9G=985zl098HYfYVD>G`#?Ogrn)4Q+eXMH;>)?3zDeo((pGL)j^8qlmsZC$ zd_RrbcQt#9isP(W zYNVJ+)EpU2i>xGT0n;lUv0WAPzbc4Ub5MRPyJs0?hwQ;p%fjl07fj;h7>Y5h9cDD9 z$ThC1dw+7`b9k9}FsV@19_#asIa#M%nlIBdPs)C6Yp#{Zt56d0eEoZeK-yOTh4iV5K^=Rd4oWFtMgHC%Wr zZQ=GoPHUA&jlKtNm;OL2_jzcQ)JMhSJ8YK64}?IqA&i{t{X~K#t_QM39qe6AlfH~w zRp?a8#kgycnr1!@W4$wN+g=18UgiCA8%`*Zzwh>;90g0uB%buv_1NYoPaayStNS`O zvria11XS^eGVda>vTR|g8_s*!;6ry6Au{J2{JM@JA|iF!pwIX z?3ft7)^FHAo|uTc;>#$8>E$U*AD|5|?Cr_OiinWJ(_3nZi4V_bw&bP4H_G?9y)?QE zp9>1kDJnh%Z%wi7*YaQz%_#0A&#Quwp!3=?rm`&iAr?uTglMENhi_k%fGroV;r33h z7i3r+1u_BOZtrLxnNkX6?;_FopAv9M;drc)?z+jDjWAx2jj9c1ncNv)x~#gv!14IH zOsEsDZN{=^MjOy}3L%^QSFFe~p&mry*P~;@JJ7GI#1%t%sWGw-&ac^Ko>kuN3|Wkb zP{Bm;!}AzC#I(li@>f%*g!1LxuA8E#^z=e-|F)k7KPRF|mzJ(=W)}PI$K|ln|A6U- z6R0P9#6s;U)EcSoSQ{Ts|6%0Z`g7ZJf zUT62xEB*hM!TG-jBDnTH;NYZz8+Ca8UoC4>q%VI9!cSK!mnpej&kP00iLbl$wHOK=+vpE0EdNuJNwRQYR2g7 z{raOfe}pLvk2#g}9A&5r>i2Qcra8e=wqxv7rvM1>%g8_F^JP6%wAT^EcSDH~G7qm- z_sdh^RXPj%ujQPTk0Y+HT4J$vwWQo%kSVaIVmxwoujbyZUgE9F-SGNrSP7l9^D5h>Ai8NeD$rgA5fJOC>|0Bx9zlNJvp3Y0x0blrk1l z5gCd~Bx(45yZgDH>3hFr`Tl(G<+`uMMb6)Za1XWL$BW8to!RAI!4~@IJ|>vNke>6l`278Qwu-daxm5*?OSWG5p$o>ZR@kC?GuNtN-!96D7q-SNI`x0fA#hJMUQp-wVC%L2i+McVf}w-sm7VN5_sF zF+%ti&(Zz+ZNmqgmhC!j6;LYptguWIvpzq+zApF=7Q;x<$hV6uwX9%xg}!%d!;d+W zCiyY{^|bsti1o%d>yNHoyY~Isq){6xt!`G|YTt8Qo*1P_P98S_@k#QBBa46Ff4T94 z!{0ZQT!R)+P{Y22nU2R0ak`9}PCJnG)_L9Q|KG6hr8LCUYkl=3C7`orMY=HgQhDOK7FjT5~GjfjM{hm z=PJb^-b;wT{-wJx>H&}^%P7F%Q>TXF&lmCL>*zH_7nmDm{w&mWk+E(8&Gfl5P8&`nGsB*P#l*G>A@r+j6E^riA&sIGy1U507!C1xrka+}l? z{G01@48PoJKim@3TDXHy)PCYWN8NP%*WX1=GZB%Tp7=^U@j+*Ij06XHJ)NfA!h^?-|gT_BWcuKEHyDZjNq%kk6bweR|@o^R#S5KRg-!dB(X;Oa6X2v$r*yEUm4z zVhdIZg&;NeZPXb62WNuYcJ0-%b z{`bG1O7d#5Zgnfah|n!N|r91kefb>GwT z)xQ!8PpeCa1vEAlV?ttXf^OEzrlZ+AZTYOYR8ttDrm)y%&(IxNb~ToxC|C5qEs%uQ(hvj~qiKR?x0zxF z=iIOF$@}kn^yncxGl+0|qgx}6-P;&4^t=9|FUNij`g(e(B)kkDxzKE?=RD!#z^qj2 zx76BMVj>jNrNI;q6wo>=gv)0@b5EhDWA^cQ!?T1=fjbCpRli6P*imF)Lu8e zm?KBJ@{HtnpsX8R=BBskO(m+DsRfhQxbeV^0uT|?226)vA*6~?C}GQ--dvI1H=%ik z)5b0<+E2U4{H2&~$G>vgrIg~S&1-)%xB3~pYaE%(BV|)dv?C%@VX7n+7(oF6Ce1(E zIT0G}Sy53;dAZ|auj)NT)xUly8fnetE)2TNL zYCj(3P<>YPsozffe;)mVjr*N04UAdF;`f{F5P(iF?T1qtnM&xee%`FwI-A`HZXW6X zgx@TfNxlWou(zIBpy8$OxgjNX(y#m`!?&&7-}7OGJoMX*G6fpZ74S&O%?%Yl3+;os zg#Ejhd%+$F)v7ljftU&wEh)ZV=N7L?nv5vw1)`UsX$LOX2;63>VMB;;|GC%is53;O zAe+uUZ8iUWi>M@oPDn^p#jrQGqu=_l6SrVXTq+CW8EilNtgcXHb(2E@c!sb5z%CSd zg1`%>eNml|w`?dj01QULm0tNVyga19=>0CkUbnt%;%lFY?V;}zHtyBRzVC$hIM$Nr zM9pIEH>X`V>h@lz?ympZ^paSl54W$3pF4R;UWX1HUR`wx7Sc(yArQ^I8x|qYcsAiz zQN*8bDYLuTc!UUzuE_EHteEfJ@7fb3pAcS+O1XCR#S+u!r?SRGZ*5N7qoLF@Q=;Q5 zBV6&x3V5M@f_{v_PP9r$-G-%BPukj4v2+1O3}XKE4U^zo@Ptml5sn=x>Az>*gu7>K z#nz)mjJ`0YCn!KMX3tT5)x7J%r40e~I7*9kD~RIWZ2oxaes1nOP9zg&!$1F+Y5ut(=At$%pUeu0Pu?qnnI8^oTH5<2HyXUY=y3bbH3cQ%qoB;IQaHPwc0T`+3~C z!t@zr*Fw;(c{--jDB5KWZqGXyVq}I2vP+OR;-^y#vz@ zh&qmgS<+mWD75e#_d|p_;U)_F_Sb(0(9p&$Q>N?E$1m6Esa=eX{VNztCxTHRi$z*O zi}=Q?HuqBYyTHbnBHSVxKF{{K$S}ue=2Kt5C3|Gbbn~bPi!3iM|Kw@+{^Psaf+xfa zF4YilPC-tu_hBe|ix7Ws%No8cNO!r@&(x)7>el9)H*fxG0QGXloJz=71s3~s<+ZEV zz0kH?cS8)RzYfS7`2_1q*VIUrd6;js$z_T5v|7q3!*^3FQ{ zv~JAA)d|LIT{yG8C9kD1SZFnb&nLQxx!k=IIlGIhg)b-bsaHkPazLgjtjTO_Y)-rl zJw@7q-DrB9-gE+q|Dqs=E=ku-UBkp92UyHF_#y65Um=VZ`V@95BH9q2vg!Q*!#T5N z?VERWxqe8xuTQhnyQ^d7hpfj$AtdXqIR*0Brw65CmZmQe*fNF(u?Q~+>$AiVB1!yc z8!H9>h}?U!27fXg!TXZgKC>Q=^{pRo}os9*9JKdm9t8Zb1x6cZEkNvF@R@g?=yV}v_F)WwVU>srnC{HpZ3 zMbW!j>hHiX0vv$J;S3^}5A?|P-$+E`6pD;{RM@gn42bO&AUJO{GhC{ij4e(W_F&TC zg;;!nW6889K-fQo9Cb{Q+jil8OYEO){PyC-!8kGNHLUAABdo(Y!jzQH+<;Ozq8%cJUQ{h-i!$Apl%p_sbn~}P_$6YehmEltm-J@HQ_5siIKOy zc=N{ag=!pfJ+;waDk_8-QW+}Sy~7lxTTfw>;@V8j zmND{Ko0#heYCr5oMj=_(PGy%4npS(ZxIM0GsJy;m-qNM6%h}PEUVmqJp!vXOF26D9 z3BqWk&)BgqKj9m%!@LP3M^9Xpc9m3(5hlBRMviYlDg0-bY2RMh8~ zx(@zXtJ9hd|17F!a6S+eT7`qHE!Oghzh!D>HY%+q$W;Y7=yHz~p1r4^h)?dE92Hr` zUZW_lTu$n_pP8F5N>^8v+GT0|qVYsncf>DcEO{A;SZlfUx?J5|c^^mmW!ie2z=uGU zG@TtZrr3E^N!pvjbf5GZdQb6km2MN97o#_Q{Os9}omD63Zl@5s-AOWKB(oqL#(V71 z3}w@I1>(3cD)|kfwIJk9WdjUs3ZXpvx`mkX7|-Gj^$r%s9oorouqC_0;7h)*!2wJ34k3DWyY}bCY+E-y7d2 z=wV}AcICmak-`*a{%@P|y|3OLbNWX|1cG1cUw1byS#o{VF`eai_kYT>!#49R<1?%6 z6Hq6O8Z&0&jejT|?TL2TOwxMVBWug%W3TShyLaX%))v(8(7q|eW!B@h2r5%3AOh(a zrsmCCym+Nqn86#B30pjVY_hqOl=OQ>NeRanwlYZEJK^BUmHy|`chsII(M4usT^CUm z5>oJk^2nZ}IeF=W4O^BrrZR2)&ri?gQ@=&CyI@(&qJ;Z}eB~NEWO@K2=u$K5FuhcE z+P~MH;-~Z+sv<50p_(njQFIEl2#4t2)s%rh^rWqfy6tIv;##%c<^9p@{k@F?F%nc^ zz)Cmm=OtHFssddC;G)%?es6SlkFQCH-I|M1vpN6U*bZgS{P&>A>(QydnRe@KM%|V! z{CIM;zBM^5n?-=k@oZ2Lr%@m%_85^&!JvXC!p@r9mF?n)!nA1hVh;-!u7BnXR$MQbP64Elakh!x#Q@haj) z?Npq0#iQDsvTj}N(PGg4uI~0~W-6NKCo+?Ylv6-kNV-MO7&uD?X-vJbBu9 zq6tB!*ziM-l6m((l$W1j0KWRikK4?-mwx-Uue#dpS@Z%$wH!M}HexCZEJ^tGgK{ED9ozRK7{+_AxKaDNmA{oaL^D22(*_U*GJc zo-(6gQ%y{y_4Z}q1Q&YCfhUBQWAeqx$A^WCrhPkJZ*F{9F{ES+mBX%o{^>SFdmQ;e_M!bPddlFy0&(EaIhkK7=0%*S^LhW`p^3335Q%O=)WW(raN$iX)OU>GrZu2m(EDY=s0j6$@7BM zOX?U2+#VU(57Xqu_DP0PVMF|3(4{0S8C76&!g%jS6~^5If`aaFD6JMYzmb?PTC@kZ zlHQt{ttD<0A9p{jb&UBlGUu+pyjJSFcNBJ3R~GhbSKIwC^M;I)7CGIB<@QH=i&j}H9sI*H|A zcbAViw`%KxDUC@N`@g*Dd70+z7N#0Cjlb7PTnp~<&VFTj(lRoc4<59~@$?q91?*92 zy{{||QKKY-2or8OSh;7%vOPp_}c&8BIsoG^Sz zs*$N_TNDKM{t@O``=>|htt*#bS&`mR-TsB8jE}b7+V^cCRKg=8S;!!ZTvJv-K>=R_ zmVu0r1oey#QN^|LZF zTS=5uRN5w4D;OIa%c~oxiB6cK>C2OZluGW)rD=7joUN{}Qf0Nt+sev7W}B|Ww{y0d zF!!8UD^7lObq43E=F9UTcx;mnW zfrAI%LY181t|k^=O1jT)6T8X4yHSr}guKo}e17~fc=nC`$07<>zC^Onp;M<$ZfdeP zay8O>`~50>{d#+u-ot+;^q@E(p@2-2@@$!^(SKYN^hsMBxZP_s8Fe2{SwdD@Y zt3F7z*!cW;U1IC%+EV=B<)4gT;f0BWRt^J9jKQ~sgebGzS9;Y$N=M#j<;s=gz3TT* zz(s#5!NtzWN!BRqB!h!vIdOys9E)`D>gLO|gq`!ceBnX{@#I+MmvseA!8&ySgu)in zG}0pU#0l2)#Oq`gC^{eV#x&&?D)q-V-0jUmwYS|Y+xqj-aozUI;#G*ajWMGOb{Ni3 zz`ac3i(yOspFg4i)E+r<`|jQC*a+JD=!2IFcdGB*_^n8MTq+#}2{zNd@$ot%EgDnm zz6IyL#MSIASL+UWBbe@7BEkEw9lMRMU*=r5;UG)GKW}HwuAN#=CWeyLmtjPh4QfxA zbX>2l=O$6h5r1DMT&HV*i6;ATntQ8yt-6f8@H+|wm649}JO#TsQ4-e=Z}2x(>E8WT zQIQ%AYYxbl8}%ZyTPm6%ZN(G!6QxQk97k4FcJ0!oci+A{2K8&H{2AB3`ukXqPf9c! zakL{tT8{PHO)o+BPE(n2*`&hf zyr6pNU=d{*-nMDBwBdCQK-&xnQa+vEh5T-1TFYF0k2s<5L0oR zc@;arChgIqcO@j~@@y|0d(5m2(WP^@ZtcG;#dw+oOgzwL-hANU>1@kT;BHea>_|&9 z;Exy%+{tp9-ptS0hLnRK_%Xt4JnU!$HDAD51WlyL+nH={|m^+4dpku54{(TasL*o46 zA~%)~$Uj-x*=gW4>)WR|FtW<)A(2Cu4Uq1iD@H z!3=-2(H=9V+cS0$DeNm#*}KQdnhgw{larJET#J*|4Pfh_xLy(?506op%1948=+nPG zjbNjFXnMaRS_@kn-EaimE~TBAj8C#QRx8=l%eWdl@UxjT8?d*zz7P8%;@C~1H*Vam z+qZXo?Ts*qDus*x{L9CeSCExSMhzQ*?}9O{%wwG2kWpx2HIJ;X0!CGOqGft%j`y-< zniz=gg*j-gbUh&^Mjp4BEb8buq=Xw3F46zaHyV8S3}Bm{Td4#nq{Dy#1Bj?{MMK$K zo9V7rd!)3YguNLV`OTFtM~d~)qB>1X91|E6#2;_@@o7%k=8IhuO6NppT)flLx4uIx zVNm38x}syzIRpvYl`9`8+!%a#x?A<;x=K}ir?#;+_v(z{>Fr?FJ5P`7h#6$S?%kQ# zUzC=Yx51l?F-DRSDimz{Vg+sN0{jK{E!Y0Cs*J1^y#-wPmi{^ti9mU?&!Vc z+9O7ER2%WkMHiFT0eUgKgEG|=cj{ANd>;;(#^LFFR;nI;9eSl=ZgrG<$BWB&!ktUf zCd@svwXzz=;Qla^XGQBMvvZjai5(C^@|eZsDJ$}2j3x+RhQ@X;3?G5)$JluW0~241>IQt70QHe zsre?>(3BtfNqLJr;ta=<2TxmD+jf-z!nmW$n6jy~$ejC~3@lH_lI@FmPX>V~-nGO) zYvC1Xx}fcsFAq!JSoKKjUCWFMU&`&*tl7sCBH0vOh;#E4uFmO8mpbsVHavc>Sdg(e z@)t#=Y8ePtTUh=b*2A2%5@E|;g!#H%o;r0ZrO>&6*q9iTS+f+_F&d1-&<+z5K9mvh zT>9wQU^~PM&QH#^Tm0wX!Gq$par3ONueYU5(A(NDih9Ow`EqG|@G?Kxb3wV`55Fil zzvxZ~>$F3CC8KQBb#+rvmM(lrL%{uL!_grT855(F)YP>0H>Jx}t^4hjC@;Y}Rf2JM zW$WC;uax?3>(*`OsmJEh*4|z!%5o1F`jw3$t}KfWO-ig5HF4jL?Xb{zR5z9nK%<~D zUnhMui)edjhM0!ONk)Aydw|zzPkuh=@$8!y47dDf%i0XLwQDEQ1Y+3ed*g;41))8& zOcH}!w>t$3mMjsMQ$tTrrA?bQoKQcCB-vO?WCnk)ma4L z7}$|r+~UUK0)>8z|L}{@Sv}DUSYvK#wcvrvZZzQ z8vtorXXgM`Uus#!NeDk?Z-3~#ScR-s!!jG~PCFkTpBS5zu2_xxoj*SSJ|_J9d4EDf zZ=O~Bvok0#R+N5AZ?3{U@2jo_9aW5?BTF+lQ zX;N#C_3Ix40*~H+YrUPVZHCpwM!kUGV1IgJ*ahp{8y>&D*@*6gAVvJPVo)?ZDB;57 zdCvyNxzrf$1#D$ELTPktTF3DvR~*_?L{w9b~rpy{g>!ir5-)nb8dI| z`xo4O6eU+Y>5ooP(mGjm<4&1ZqO;9D7sRTQ^`-Ml{NVutd+K+6_3G8YAw%qCbt!PT z$CSKYaE#{B&u^^zs6eD-g!`_-hsKsiC&qxZ#2Y^c`y%~Vt=ctv#e7~v%MN3;wB(UnDO;P4BiztblS;)M13B>z3sbkB(dxL$1Ts7it3)HfU+np<*NyqVR@S#^ksCgb5Sans%o9$|}ZR>0q_$ic^kGk*Me_lcty&GWX{%`UkPx z!F2X)+3F)bbzq9DtgK48J(5us{S9A0SY#Bh`%}02MoLN+yTQUWW=x+hYC-ABG(bh) zGQAC--+efF`0!44c4qf23p4bp7ePT(C=_oLX90?JyBA%W!qGYH zofg*Cf!F}jcI}!Fec^)d&6^Xj1`tqAs@Lz1EEd4{C&)I}DrLh^y?ypttqqoRl|as^ zLsQ2r6;Kyp{d!_`lMo#^uUy$ayCkI^3P?OOhpg5A%v$1T*jO#Kc=#p<(EK1?=DzeQr^)1n*H`xtfRMn}@DKLmLGAI{H+z$# zon7XaCM(0VEkEU;U1(vJcU!b%%J{2?XOF6lsvmNH+tTy)%a+k|=-6gR997dmpyRaSJxjJuFrCE9&S;!WV~*s zY}KPElND*~&!4O7qc8sXmGV7peMMJ7%(3Xfl5)SQcklf0B<~)qZkSEuajb{y^SDlQ zN8)&JD^yNs_v8PAiX9FgW^{GIjJ_SW?G^Uo6is{Sz&8}vN9?u)Z@FJMB`kTt z_xM-McavPIOEcr*PzfP=_caaoK7a{4=k+qE^17i7-^xb z90CHzrVh*yTtc)=ktf#`y&rki=6y2D}19X;FQS6u( zHu+)|vF4MrhkjO9hXb-67f$5RUst8Xw$4sNJqjxr;0QPA3v4YJz6YvEJVa$1kz%YUj z(#rSWS2l3es6zn(-->U}kXWT$y?Qk&HT7g?IT>YTHrDK5!hQyh*Qdc(A47YwLgzSr zuMuzF_vnLZm*&r%JXz+CW3T$DTb3JqaCLC#*VEAZB-ZxA-Gt4}_wT29H;Hu%vvGIs zlxp0!;~Z;iHGsFPE#B&q{Z?A%fCrzvcyW#o6!%>-Bw*F*)naMVp_3=gXq4W+dpC&_ z?m-a;-Jp3UG3sKNq0cN}g~;U_*R5lz>BdFZoR#4Zchb{Mq2Kg$U2M<=Q&wS1!`O!= z4FnTKwm~J4%~Q90-3aisyG*ZcxW4|0wd>XyS`9EP|5{lIKeONmRlBApEAa-O8o&7f zIY9WVFL!d9N_`dyNw=R{e`(>>T>$|Yjqw`Ho%Gl2_;5Jso5_~*e14@Icd@%@3(e=7 zq;>vV+n0Q!)9tw1WVyY)F+HWY2Q2bAPoYBv)#Xj!p5ehBJv3LD&{j`iblKi3fYt z*2{8B98t*qaa&I;*SCHaUJX#B`+kkimmPE9Y8RI8*-%gLnjMDlqQH@f({X(Bmqxo6nv)4j*)>p$fJN;}ln){2dWqr4k8foeujf3f02k7j!xHhuvC zrl-yG+4M9uz43c{V5Ge$G)#D`BPmU}H4*7ZoMH^A%COGx%`N*ik%yama_so=1C%BR z7V(Ur|6H+hws-akh%f;M5z&7q@5r;^D$K0fNXrM|j%MNUiSvDGVgau_~WRLq?= ztsPNGE-mZcz1`^XqvGQB6I>Q=N4zr$`Ry4>|9n~$Q&J1x*OZl+XCoqNCyuS%#B-#q z3?6d`gkuV9#(C;~#PV&1*e_phB2+6J($OWBgS)t^O(jSWG9E4md7Eisf`qNV=CY61 z$myDz*A;8sHf}r*c>qqqCSBAkJo*vT%=F}Zp=ps8nok~fVEfUFE=xAx!p|;(Pkh zd&`|=I>foB6vrYHY)!FV^euu5k`g2F3ubBq8nwtZsTi9hlC4v(%X*T zUcSz6fs=znZ^~Qn1PXQ_Yg!4UBvaO`8AcYA(U}D$4UHsS*|qeNt~=;T%s2G>4^QcL zn>A||fS5%T#7Easy;(}z>1z7Z!8&#gSCknqGiqYq&mTYBetwx(*F)XBklK^VS3}cz z#fr>Vue!4!r2axh(b72zsgdPG)VS-{r@;TPS~mNBUZ{=~0czpSi}!;Pix*g0+9H5- zW|@XY{+gLggieIu(njI1s_2GtU0q#VVxm6;72J?YMXUV$Qil=8G_G24=sB;@PmPaj zau)v-Ed{N9_Jz0UJa;{KES(E3_q=KX!rzO=?4pmIU2g&Kg0V%AIsC>Yu72Hy@{qD{ zd)bYajq@kLmm=T;>!ztu=g3{2LIFR#NldcYSkpKlZHOMDC)Ef@Q(XibRRwHPu?=3#6whM z%y)IeDvM&B@_4?FySonIN_xH%goBc@sLsTPT(M$e-;Q=nEJ}(;$fJUgPO{zyMcz8! zD)iE&OR8CWTdoU;5W)tOPAdF#UG28zn}2DhedUvJ`KC^s*oy2Jj{zZV%Q9jS(iKAt zyx&sZfwy>>Uv5#T&a6d2tK6l_PS6qUUr`rV{`7~X^5X!q!c2kwb?BOYQvn`cRr(DLOUi zviUu7$RnbzB>{%6di=jhmm?hno)gJT4ngo~c9Kn*w46eh19^6=rq(29=f!>rT2 zdvYE^_1rZ*)9BFX>${qs^6Ay7lhn>h+phU6Px$b9G(lFB`pfbO>ySs~4ZKSrC_LCL zRLuN?tGU8FU?31s!!qFw-33cbVJRAKDuCN>QZ^dyog+FAT%`q1R*%x{EvTM&M*NRw z{3?Kq04&W5od*iwYo#UB6RlEDogaKyjwP9*@!5asR1mfLB#sgpBSx*|5%=mA*W~N@ z@nxDki!g1*oX1|{H~9hp$XWk(ExOT)(_8rR<;4C6Ck{K>hwZkd{eMOk-f-_@qNxm` zvX9YL?IZGew=aEpGLn^*oEI`BZLE}QajM;#u^gk0+WRFlH4jls+oRQLD=!~YKK&1M z0iUDnW0+4HjpcgJZ%YVzlZ}idVttZn;A5u4c_QqgXjSywG}w73M>9Z&KqG$jSJU~s z+tg=J`cJ{;z4ZNi%b{x!ENm}*_wH6*Eyv>h$Bz+^LMa=orr6qQ;8Cfdxva*((81aZ z_rAd0FW3kpUZ*espsDhq<-&!6MU(G2?oh6A+8YuSK&*XjnBjtI&u;0>;H+(S?b`Kl z^>L?pELmwyFbN&uAO|K&9r5zmp^arjhYiaHRul*r9^jJWx<6?O?mm2Yo2v^asi^4( zp8#~4nWi&#tSS*eYoy(Cm2lc~ExXp?c5mI){Oz)K#aFfQQ#tdO7p+0*PG!EVqd22Q9 zc$oFBt&;a*>7gHWSZ|Ozz7I{J3EfW055ZQpYSpT;bOdzr#Ku9zcY1SNNS!L9SE;0^ zFgGpBMOGQVNgKjA7&gHUb-?q^hG-3Tk=!UFHTN4YTGSl@@D7R^LBffrQ6MCo)!Vmk zw=EjNP2We{5*#wvo09a1me~iT!j>g{DbJPl|5;O$2}Yp<0Uvt&_%hCp-}b>R8>{pi zi_?A7q1H{TtW<=hd%#vH=Viy)ZJ3##uf+Yxp#gJe;Tn`nW_I?jt*(xa{UL94+)9m( zO#1?gyZ^xl-NDa_Wel@_Rh1}GA}H(`zosOu1Nt&l6#+@JU=Ys$N|C>aTN(6n9NN|! zH~w-NQT9fO#yGm?a_|rIbRl_<8pLKXpw9&lPR{$OkN#^9+*-S$g8I?$TA7G$*u+OK ze_QaueCycFo$+U;fCpGVD=g{rZNvu$hF>GmCAb!>aysjEu^KT5M{%%Lf zA%q#MYH%YY`AlmQO$jeo z(p0wGfpFc%1wwlDR=n~uLV*((b{%d|)=RNi_vagp4@{E*TKWC1f{EB|(i+V{pxW4u zXxw~hbI@qi{P--oMG@ij+}}ylt?~*rYz#*ta^->b%=>%c<4Bwr7OB@bP~!_aPs{p- z5+z~h8~dnDGB}d#HzAAWAboeIS4`bh^KN@tic6gZIqTeVfj+%oJJ!45^MHwCjmkEF z0qjB+3md6K1qEL)Eny>Fs2aRhrK`H3_rs#YG)USszhDbWlvjwux?KBA8WarHn&Q;m z)F+vbA1lKOG{huPfNpZMy%HB^L>C=TIeX!`%k}f$JttDYv%v5%T$szsRVZWFNvYxH zj)@~jQifFgn4Xu#L2bo{c$2KVS4Z@@pw(ByD|C~x0lWq40$vb0ZoNxFQihXPKTRcN zk`0Skw2|teNVRd>)-pT9_<8*80(Di@-IbNA;QZ`pRXOpKpn>M_d<-?xSKs)Vvu{Pe z&vVh=T)RNJd2#)1Ioi8W-IZPE9%mD7_hs=`N}aBt#X!(wmp#zc|Ioj+00X>pPw`{q z_`;V56^kF`q(^r*&VTdfR8sl((~3+Gy#4ekfET{D?v=w~C=+TbZ55Zp1Pi(u>Gdg*eVDaHXG+PGlN0+xnm|9HjIWCk)Sr%v2$m;j>D_BrZZX+aA(;$ z-zLjQde?&h%F=BzH?}nMphE#&%W%#e(gj4-&c#I}QXzmcZ2HlOn>r}q_wQl#8^iQB zDqO#geHcXILh2n`YB3Py^VjkEM0+se+h|S-#Lx4()y3u+J$ykC?AEMNK+|Ehc(FZY zvLNh1w^5q)Rrv^&lm!kO&ydSWhAfZw@EHmK=F-I~p*}IfC43E~qvPSIFTpm4r`5)1 z974=!UZ`TOJtiVfX59kp_bY%K=4IPU_XAiwxZ5{C%zmr$83z%B#>9G?hdJqMhi*rBQjHT-G zUaRrlaIu15XZS0S_TbX~K+!=qqier^kHa4l!fN7aa|~0ZVR|m;MB7rO5#8e8#)SZe zLeq$xM!TF(#R8lj!SFIHXLO*M{aVZ zTV1@_RNw3;uL<-J8+JTNtbEKO%LrYl(BEJVn$ftW=A8^ZeJh|NR4=xy+x9E1tIA4Q z{Z>x_U&gSrT9=P6NhaBg7MM<6CVo9z;o7LHt8*qOnviV0MRL$(U|U8eC@1n!GtRcy zVYzxEtr`(so3#OK2NjIhxN+ki-oL-JElH?`t)y^|h(82$O}dgO+o8iT+w4RctBJtF z1eg+WHgOA?XaLo}EyZ;8uV4NaQDRxP%rs@Vj_@lu!r~ zekHEkKYW+9?nN64A7r+$mGdD*3I&Q{Q3={>fx6phq!1bvds((DEFIZ~HJe>C&gV?v z7--#TOkrw777uiYA1Nx-w-85@@YvB%N<4L{=UIzE&=tYm*v|Ci#@peGQ6TT+x1kz4 z7)5w27}z;5GplMOsDJbiXgCBb!Ay;45Chtxln~T_ zyu3WDH|fu1L$k3=_}sD@IDVHx&pkBs z^G9k}PKG~z96nJ>(2CTHT?bxgc~e_d8XTZZ(j_b+S0wCnT+( zKi{)r;4+f*KbamCJYpwdVj1+4kXtFMsmT)p1H0?Wam`zgB@4$u9QWvhUlJ!XpFHV^XwfnAOZ1s5S2~iPx6!=A_Sz!8qKB#(wz9S1BP6EsD6uwe z-rVkx21*#e*x2FrLtAy9eApstxz6i)-Th7-2@>6W`!BI250cw5UQrE-93;wGF0$X~ zLx&F|h?AyQG@?pnFmN}Jt#)=j7_JbRm`s`S4*7hHI>j{I9&Cj+GwF>uUK2RPkw$u? zO+7My1680P@Z#^(C;yJQIq#(fDg}|J%m${#0I^~AIn>rvNF#9V{>1sI2m_tDdRsd) zGgGv&RHk+)MCyVs)~L414eh+!B<||fPI03RU-$s@3n`Y13ozs0{YQ>uH+-NVW)G?k zY&|5)Y0JSnG;^71$Bxg=8iMIoE7417ZSlxiOfQd03 zK*^@^H4@~FT8HQDe2DG{r zPf|?nAh|C)?t@Kxwxzr+E87mlqtmdJqx9e%-uk~>w1|~Vx8ut${eLuzE;j(nV2M~{e1G2 zdEy$IRd15J5KbIhy@*~?x2Zhm%;dciukk77^WMLIul-w4qtw*2H&B1oKYu!WYs0cr zze%Ub2~-M!@#oH;m(`p^{!&&|6?hkk=g9LA^>lW&J3qVdSazX=K5nOJ-&>G%lxO#> z6*oIhowxAyt5;_jTdmaJ+;twxl=!WGHV9cJ|3i_cd}9kZq5^?PJQeWP+qv%Ty?qv} znb)PMMXpT+kF!R{-EoAb*@I&(qN?j_?15hBOyWu#QXhN;)3aT+%r87#Lu*NDs6!Ps zi~aNpsPhQA5T(6$S}!OI-qz9#)rp{a#~>HFO-0RHgpp&D+T{lhMN7#Lw%(7b7C0QNE(a z;3Neh2aB5#%|pv}-Ni%OuBBuFFUSgY0CL$*UOE#IAtRTD_7=JKf*FDCzrQ_2g0uh5m!eWSey3 zMw||$+e1HtKlSw){1H{F(DJ1i)i%9{vLz(BtSUbK>duf>FoOsvkgK%iNuf+UAmt^` z1|3n>)454k{GyT(EH4dUt4+~AJ_b#l*I}X86wBhTo5?cyPoH*DStps9zXjRpxw}l1 zIPF%X)(srHu3Y=NfUj5-Jp)NdMpl*-*^vA*Bf)G-V`$#Jdr@-~APD~iAIJjy72n?r zKj)Y?Ae?%rEm8RT3WA(6i#|LDwoa6yB2#eXvLS)@pFA1Jx#)V`P9zhCrb7-L`jHvG zM0c+(mB-@r`gj{?b%7Y(xwG@|8*o-4OlWUE^(=yZYqTp2Rd^a8?%}de++}DKVfy6p zW4p>mo*>O} z)e={ttJ+D|KL{4-yJdFI6KyEX<8{~SrV(`EH=+m28L_kLk0wl!hRsr(wl@rECoLoA_(5Yp(mez9lHA}kk%D(&d%}Ut(AS~$j*7M|0z!yZm z0OW&2eFE!pi`1;aQ zy|H{6PKX%Q;aSxjKVFS{YQIO#d)=qvoB9-5aa(@6+|J1AIE`SmM! zH2ZLwGhXlfMJ5%ceNY8ZDMF|LdW}-YgE%nTb5N}H}?+mfjvmv#e z{ea<#1Ykx_vW+aFpMzb9ex4%8t+C!+=*|)5YBhINUniZfjfiA?K63E7CQ3|!#DJQ& zGRmjz+`^9axk@=Zk7jYJlzR3I;@Vvq?X4h2EC8j%=mPT}{Qyj~_WR7-6t=#_rn=jC z2;0$J`N=lJhY#Oi`zL=Q(v!AA(#=7m+~rSpf$omDGfF)tdT^(hvuCCGVmtZ6xu#$n zYN-GH8O1;AQBvh?ylImjk~zu)o?nsaH2uJWpi%>vz$agKGua_D5|T0-Ran0rLc??K zUOQCU$e*25$88=9_GpoD4j;1E7mtYS@u7VX9MQP(=j;ZSO(|k3z>aJ2yl6RRQ@|_e znXhbGhgj^nwb4Ny3n!p$G@LJSm*M`t;dojnEo zGFQHhv^0;R4Dq$gz>}zy06becXPa}-kjYyIy{YS6J%R>f2dMu8iw4x2@Ck&-HUcCD zy`;LVVYo8r=SL1WRBktlQXXALOJu+k$yy@b2ExeDqa&P|L`z5CU(GOE+ww1e4qfGK zcY?L}+GJMk7PSNQ^{_5Wy=r8}PnZxrsEV;HSpwjZ=YtT3uYPrHBF9)pJ{W%wF-}Jc zd~Ush$I#r|JY#v@;)37ti%8?7q5Y=?Zyh18-eVerL>t7AfsDI_LC%|5m*$J%E&v*bl6bZqp|~Y2OEETn zi{K}wa?e>uzd~-|P)}DU%5zb4EWW-f^TE;K(U&5<rVO5K%UywL$DGaV=|U z)jd+dupHf098@6}To5*F%7g#U5t`)EQpvtDHx}&7pS@+vI5GDD1WF$xctNB9=24cq z$v25R7mlm-GV~542B!zA!4Qbi&QcEZrdYKA)BV54PMC1&t2;gmLPQdDf1FW-+1KaM z-Js#9uxP;oIKLyLrXwUl{L#wLFg{-?mh@tYhYZJa;wkb5azq^u50Ap}Wo5=S zHFfpz4`a6h*V&dG&-=cK*`p$GgdU?;WuWXX+`P}Jr1sAiH#hN&$9Xqx>DuRMPL3>q zekT_wP2w_?|tNhceSFeX%2=%L(->_fVIX1>{U3p+ecpK-U zLdx#FGWQDD)H|JtyKQIwF`V)0l&^J`XCKhnn5dxKxwAAwl^owb z$h6Q^Sx|5XpZo5uezBJ}!PF{M!TarpONFUt%0Y0&91k*AH(EL+< ztp_=%O?6%P1&b&vYsIwTOo~&%YD1Ofjay!G^gi{ZKv)IUKw<-}+ru^59#BdR#aZ1J z0G*U)F{k!OGpt)UeSu_@|9LTY!$f}1%HJDmQcNyPcT)1A{^nuG%N|%a{@f54d&Ds+}LXI&IsxHzsz?S+uC(Wz(NniH{M^F#h{F z0>rW(RewuCKjW{0?6S4><&CA3vNyi#GJpI^_I@7|e8b+o?I}oImUp>md9iz!B${^! z_H33BwQ?^1LSW$A66+a>SNiegd3)$*6>VDyV5+i`l0@jNneqfOzJ+8P@(Bti^TjQc zxRA^`iPtG@BlwTXcTK0gg=mV0TL-lIT-%Qi66w8Z-YO>mF70AKY29OV{9_@kxm7}J z>1YNNkjE&Epg8N4I8=AvaRJj7pd+A%Zu+;U-sHO<}2XcX|Afum^Er*Pz#tW zZDX(6t?uM@9rp+NXudiQ9MX*ipQ8CTGUVQV?uEa%8^le9xIvj`5y=u5mveX!B=2w+8br$dZ<=aDDpp z>1W#JUK$fM_UgJfcvsQDz&dygN7V9aR@`fwJZ`cn!+Lg2@42U?o99{Kibt|aKK(f(lzBQ568Hu0!|fk)t6a^y-+-LvNNTl&c8=D5eq zY`l8W0UNYQXb0YZ`eX`{*7xvqRwf1ByXMj(Ab>j0ne)TWVg|d#WfN*ykf_f@%b1gd z1MoWWJ<+&bao6g&`!1~tg~|j5k^#C+qbv_V_y|QX)Y1h89fZtqQJUB0ghORj_mPpV z-LT;tU?U&<*<~AjtiU39VIkrg#QRW=@*`lhnsi8YHXN(Y9XpCE{e!eFgrzH2&Y;v; zHNLi_>cfZ0{1SgQs|cK&9Qk zd)Kz?3S@^6H=~IIz_hwpeer9z-6nlQObZv?Nt`+O@Bvbskere|r*am~VZnHWm&dPl z2c8_0A+3epcM$|Pt1FKZKxPXPZ!5-ZG(Tgo%9Enr*^9%gDZt#>`O)`Yy*jS9uMcpu zrlz<9P^0mdb?N|M8XPjFy3P^YGF`b?XezSbQ{pYA+3O}AljEaTPbbElMWmIFQX%Th z8NVf|n=;>zr6&^VVO15Cd~y5GgK}E#qPv5Iby>C7O3U$c>2IAa$j@oB&chh8j98wZ zHb=?x39jP|IT@feJT6WfFOqgFhQ5~lJM&jNl zWJFyq*dIbq2pvDd*y%H8MnY%>-#;pAI2x0vf&KdJ1mMPjgPV7aVMaLxh5ppYiQ^GC=(^?u`hlm|lxUfQE+naVC@ zxt)PLd2<&m$Puy_HZAR@%R_i{UqE@{HF>>IL@^_|k;|DPQsHWr(_ERYTQ_nY!Dz7%-uuI<&>P(zP~ZB zYsqWqjqVex8#`V-6nJ?Aax}B`>vhGe_a8Ch0E33M&z?U&Mh&DxWPJ#Ju7a?noIw0c zQL)!}TM8th1@OmbD3BuPAaZ($_5kn-g{+UY$MCr=hsp^=&^(f1ne0c8_UX{hLldY% zpzN|+6xNNRQGBO|91)dWE7E`MPufgy%q}SjyLb0)xMu`r1$`KSK&C#W|3Pu>M*YKM zXh#P4^owyd-_3AIojP{B1%ERy*hSxPMHoJ z`9rY0P+wn3_Jap|8*UdD{}UA(d%k8DAG55Y;sFj0VJ{P1)enY+<*h>UkMra*=+02& z)K9ALn{vQ#heb7?s&Hhj|NUD>DAo}2UkGc35mBp0-3Ry*iMqgr=hD*td9-quU8uO} zOnKRZtA>)tbU5h_xI|_#gOWdXs@KHqe(EV5`&7kWxv~t~yijt#+maS%^{-2p`FQTB zjA-&%L1_v(n?uE?%osAOc3%%~E8SHBG(t&Yrfkx4-m7gdrpFUJC=)-e6aX@FCYc{= zPoF#2hO&Z2X{+0xTxyQYD_Z@&^i5aq-hB_DV%@8rVoV4a|8F@3BTj*mGCi@eez!W{ zM(xrv*(c`>nF*QoXIrBW^Zp;2;7qosr0BE65#f@_K+ZLYnVij?!@FYB)-*Bku21LAV6lj^3hruwpAYV`A$l&V&$<4Y1=Fe|^0 z(aJw?S#kmwM13e+F>Gvv8r3pBdSs&(cTnoV72ylh^qObom3vR+2Y2t57M-WX+@ANb z&(NV?FEuBx{UFE4O)!x8^k=inbygHyzj}2$tsFOEJJ{3xn^&pQ$IVA2DTafMhTQ)~ zb_2wjYHqG1I}drnWR$>gVzG)#2+CLP`dFU5gO7yx!&Q zt(}J?$6}VQp5yjjA8xdrtgNhp#o4c~h%0W)hoXm);%rBLjTU_%h(!LgXFG zS~vuVH)TMCawVLSi;$f5YutxifIix!&Z}ErJM)49Z^eT?NlSs5@)2b}>_+2@Fk`OA zG^ZEl-{r+XEE4;v-rfd$#Lp^xZ$+N7ae40-3u74f&rkY^=~{l|W4JDrjtoJEzb+&$ zp>Uyq(&4xgE8l`BHbGpK2ACdk6g;|F9R^~L~D?3h}yyfcELHyW!WXQrBrOC6s0Vuo?%b7O(S;dUQ zg73&4f@6Dbz5QVJy7IIGm<9n)>&48K_Q0sZ8a);S4E}EU_%%(pcQ0>X%=0>}CaQ1n zu`3ipj5!Z>E3U{ieVzE!)ZntIi}A)8iysBO1Pc@4JjlAhMKE>*te-n?o+3{s_VO>v zX9vq|eR60wgn>WL%}tC}bOL?GNw1Mb+zmnb7cI^O0d*oiI*#pY-Wcl|_E=j_q7IslA5haGH?5 z6*2czaB19;D}v`!`1esH4TxcFyj&Z*Xd3yLcA+1Ax1^Y-zRdX}n9l=9+wW`Xztv&H z&?raYKEdm0^6V;z^-|jn4nAUZEx!vEfiCd<;wN`PttCeDm8w{CUh(l<#SKt#2}VT`sF z5NZeLLBRZ14o^;N_O9yk;S&Ftj}8*ebpjB`Aw;u;%4%04g~(`EK>* zJEWF^UaK5((-NHm}NB@#DP&9hz??%mUYpA+NNh(j}t^4a#TA@U4br*9P% z7T|lr_#|Lr!J@>{@NlcS3wP=Fq(B%GT0mRHJZ(|l=o>(NPwyzkU61PAp~D;|iCP19 z03m@-Xz>!Z0gs>!k?H86`B(U(>PZ8}*gfmA?_6wbA>KX{Oskcs@XlPg5J=8-a(0&E z=5MZG8qpF_75)u{7>1oxUZwZm{6wkQ4;@X#Rn^vQGh*klz941Hsdes^UwkY3-T}KM zcEF~I^Qt7@XdO4q3X48_wi!PI0-5ZF&)zf1#YL5AHKVOn`xQYYet3UvZUI_RLZXE=B+LYlX_EMoasm*s|%{9noNfIu;tV#0~pl~-k<$)tKXHEx5Sba z=JbQKG_m=MT7^8aGq21RNd1@_^{>1eY2w#}20W(ftw5>JjiD!GtWy07p3DU;LNFHS&a6sKs@~C_L`mfe<4+~WO=gcQH{-KsFLO|_-t6Q zSvUO=l}yrr=f-uSyVk-w3Fh!k6ZBIVtInBMU1DLj(suPP86WEH#E*7{gk zHQv^|qf8n)^*8aYmqZq82Lp89tS&-FR9snb?&0Yiz%?YdL14PE`qJk-odV-ks+e947HF^!ZLfO zkg~AP$)&Sf4OE6-Q!~5z?o5Nwx#W7>Q4}N6gRJ%Zxv{qPQw>5P-ybnt5n3IO^{Pss zC8=!H%}E6dN==#2Sk0PsEV*0Fmm3A#vb8%tGA!E$C(8E8TKbo8{TkO<-3neDZ&;^) z-So9>?bMf#m2w+S|LS^XU)nzZ8$&JKKfiyUdbZQT1q&>lo!bHhHO}btN4^+FJgaA# zFTOk>CjvO+GTctj+ma41!}+M$@aEH@C+^`5J=Ffx zs-J7lfQ<~97m&tneEsu8w=Cz59tr2nsNkTB->hBTi*vY=U+Fe zWPaK#{7l-IGrb)OqS6EhjZRyiYbuE8SId@r*S;9^V5s%}0Y88Kbc&vupAKjQ5h{r} zo6*==fKw-xO$U8#qSnrwcP~N;rpm(3LXlo|>>o1>WCsi#>eXI+g*pK>i!}gvaAZtO zW1YRqA$CeqEHr7dBA}f&27dvBISHARO&gBrUWdSa=FA!DBUN#E0)}V;L6h1yL*EJ+ zRGYSKjgs0|h+GwK8&Nyq4r>^s9=E^xTAy(tS{U~_jT&cfzuRiTMrzsBAF`T|060RH z;ECPuzWrX^W@zR2bhF9DKhYOt*23yrgAc{JBko>zOhb%nXjF91U+rM_i-{q#j`657DjAp%E6Z}$fU-cI*lqvCYTIWitv%!GTy)n zGN6oJU?1-o+bzACA-bd@4isLnoj3+EX{A-D;CXQE>&?;Ri4{dySSNKuu_uPRf5NRn zqZTV-vWd-@m&R`8y$wRj^a)Z#d$>VR@ea&9It}HrlarIE&3I>xAzI!ioY4|_CI#qQ zsCW+;qe@s1Z5W-zu}S^A*M|*sYYGr+)a(v})#Rs7RiRr!z#c*_k`_b;+R)duE?Vwa z`fz51d28>=pq%T!CI9gpaH8#Suc}yW$B^utoD^>Qhg#ax!uRi0h^ZnvM2&e9wK6SR z!N=bizyE_32!$_$hSSYn*VJr?eL8>c+(rNsDoTpH?Ma)Tk)C;OYesf``D>jrR{*q* zlQz*zTuD)rcm)kHnBwgG)Aft;Jc@;f2paM~1~Cb;qG011zen;RnvgMn6u-1pEf~6u zvo#lqgw$k?J(UPGjy+H8@J?ZBu?_6QjSvKF-_TyA@rCz#QYLmDw(C)=WtuCVq@_Kg zwDF93M_%A+imevY1`;3k)AAzW#W*?`6sD)7;`%z`$#&7H^=UWRX;7=VlN=ot_C6L< zCGbtLpv3B3M?40ub|6O`EA}hAox8yCH1T_&IgHb4tJE zy*lB{1s5t1H6s_p+SWGPaP7h^YZY4>yzf{YxCT!TB3abVD%=@c9Gd^Z;8*3_aroHI z<+j2HFVQd{1hh1BFY@y6FvmZE?2CGV7ynksPGc+AC0ahynafWoUB;nt^DFAFHrEGPM}PUk-! zbO)-rO=VRxTwFxODDz{8<#F@P?{)tKTE+d6L9n~KK5h4Q7#ZDYj)i9pT*N0?fy=LO zAcSBMI2~ZC1AqdBp_IN%iD?gn4Je8F}$0Ep`k>Sg}$5Tl%z zFYUG@L1Q^{?wpmbMn*+zw)w`yS__#2iVF2CeLw#fUp~u%zak25)=XtYwc}uugH)N*UcP#NLR3^E#3O->C%WHl;<9}<2&zZ#BD~0j zKSOcrFk=$A5lcS~TTO03Rd26|hVxHi7U%!IgB(UwBFAd6Upf)gf^H0>8aGhHAx94% zJ7z!T2kMUx*GBLEq*NhB%6~D9pfkGR4>O5G*t1tSZgeiArt%)6k*?^$ zlBfLGGrO_N?{me)^FC(7!X)wmiQR`W2&0jYP!!oAbxrx38|BC9Y3^(pa8Yo2T(z{f zM|5*$*0VMI8-@vi~Oh<*1fM>j-!Y^O! zducFW7T)9KK0B#{-RNb6Ssipc;QZMWO=`#;3NE33+*V#PqgoMKLpTPU7q&ZfM~$}r zwizg+{LIwi0Dr@CJ)$!@P;`LyAghNUzdv@#(>Kt`0TT*def&4%NqbF{GigVkE!(Ib zd}cg3Ca9TnD!6n^rQheh}gaU-K$1^uYPx3X0Nd{b3>ELt>=oFmE-`VfAD zQQro#rF`EW?et1ExHkWuIO{+yK{q0PZ?p3adZDf_^XJnmi{sYYAt5)Q{JQbT36GDr zHq(@Y%8#_vZyi5*rT1ZmU>4K|@aUpDckkGF;)AX#(Lf-p3@-@7nX!)TgN`0H(^I>x z=IM!Wg<~XCF(4R@qsX34pZ?>On~~wiSni{;cR^i`s<{=#57$?gHe=2iK!qd}L{7%( zF=D1k%aQPJ)U_{KU3m~yBt(HZ~Nd+wK z5k?5DM%ejoZp;)VjM>aPaq{GfoLRwylNE*&%zJl=rPB!iC@nfe_B{~he;d5Qz#=L( zb_cxY%zqoi=>n8^nsEdGJLk47Zx=LUUE8bN}|Zi?2C- z6>*;)!5_LVc}UD7M=r$WMwwEoW)@}nP2UDnoS4VVaBnmRyxY;q>BI&7N;@Yg3CK<| zt&W>qnlz)^m=V!g1|fFvX3X3E#SkPIbTpDINvY}w=K?Kr&ezLqB?$(EC4_F#dB@?A zu+AA#@UXGS$;l~XFBsuZJfXRYdyo>VAAIU(HgOy9qJkgY3R%wa!)m>d<2X4m#pz~Z z5^j*gk$bbE?C!JF@a`MGzuC9C@)yX~+D{JD;G_5Iv^eXeN}Yz&nj-opF&CpKa&&dw zi`|JNjsr{la|6WX0>6qqNb5Olb6Io(ND{U9C1=_*>#s9?p7u~z3EQDxJ#y8EJKo<7 zZ0|bNhe`hnk2|AuGit@Y1LE)gx}L~ly)7a|63!~`l~IdSWTGUesNvAbl@XfDq4@(> zy&I1rO^>>Op6h_xj^}5|sciuI;+(H|B?bN2h__|Nix&^s7yb>qAzkhYI8~``&ykjc zc~p@Uvtk^u=?fzznrsPy1X^LMc$U>^nCW-#4h2_JlxAcE+pjwJ6aN)Z18~p7*!k{_ zYX7+%5c_t+4VD40mRa1;NlW(MfIZuYp_3H9Aa&@RIPLom97q|nOT4O~$!k3{&6>2t z({oJ8fapDWYqbyD5JC>jS^iefK7CH~{34@K*TxqXPvh~kuS0C~iT(`!T5z^VCeZ~` zIS|AQ9)8BctA)Pn`}&(j9HT~>eBug(P;hAx=1?3KF--nZ$JrJ!E3lZ6%7#hdix$Iz z|cqH*;P3ookaRJhgBXu z$&i#Qhx*M@Jv85QMbJNQAhe5#n}JR_%1Exh>`RBYk9oW(IV!LbLAfh*q#rk)jA+(G zxoGmnyiQ{t)$$MEwuteE!n)lF5Ecy_!c~AASn8qxqxWy+wmY`R?>@)Q1V~L|XFP9k zxV>fXugrRf+9UUCS`M$)DZeotAc)#5fFi88wmeY|;j}|GAO-_`>wVHT!YnlJdW}5b zv2^Jp=9Q6`F6||euXueqe|SF-Otc%052oxtAu?zs#YTY)GHc6O2X!(f>&CKz(IVbL zTSKg*jOdK3vJ7%~W)}?Usa2Vdh`%CDs(8JNf#VlN-PT(V9-xG&j)GySqN@6USS8#~ zdG~aAVsa-Z8vejY{F7FSK95q8@GF~sm z7;4PKX2%9r>jLjJ!{-5*wKT!DzHp4jp^i5s3D^h`;;b4n=+#lR-%pq)d;nB%DjO;mjR+2oO|e! zHFiFe(uPN_`HGL65`0vTsh%x>kEzIZ?cN;)ZX01sT?E*JfFgd@pfHWi4U9Ox_`qw} z4H$F%oZa>K>q%F}=Z;-|7msU%12KG0wq2Y$W6+|-?zIPt)21z~R#H<{6-bH|I@-K_ zuN&L?y57?QOp?ZRbA9zfEnJ@k+o33EVcx7v!zePO0Q_eJ1CdMyFbpWAIqvf;YgibA zIZEziC`38MG?@l`36;{*2Q-J_E(MLr{NFj85lH`SPMCjql4yU{G|`{fdK4_Y*WTR8dvY# zz{wVz`2daq&sm0cX^jK`6cB}mbT@{3)GXn8Z&R0{?xPq#V(>0iCmwP1(=QK8 zDg^u@DPuq(x|YO-dSfb6L`rHHNFg(EDl^Kk$+WC(!v=eb|=E_@={r{&|c=J_*hqw%q_{99< z)cc@O*`t_e-HE~!z=Xn()ukKF!07r;Otds`!wB;OldpuH$j z>B6W_%xj5k@UZ|RZE*3mSKfGctOA*$HGi&ObFRw>amJnKKeM*A>DT`~5c(HJ3h{;V598xr1vm z4??k4RxNelhL9Us~4Gew_DkI>M_$zonVo35hP%5oC2)WN=Ii8?MMtC7|cNk!kKqB zu5-!JHSO`hT&XDcReS+kQmBc(IBq*ur=In$?=nIDnGi{POpDWL>d()wG?9@_yXRwc z+Psbtpl`HbG@W<#u>^cLwR85u_BXDdxUlRR(OY%r(s6@)aHyldve?ozi483PdXJ^C z=ReZ23X`>;A9-CG(!Y#5mLZrN(RaqNjt$sIGxM z5msc3>LO!fRmtCs$lIc<5sjnF64YHS-t4|Kcr%7(+o(fAYdkEWmRr594Rdsa9fK)yE#NyGs}q+L##$`V$3o& zrw@xM%FFkXAcdw;?)AIdFVo{ngBHN3pwLgaVRME#Z?gWoF1~*nLFkr=2#|)byh+|P z{iF6_U7-QOq_zL;^%Ak=7G9oV_gno*C4sb)kWVg?Zlplxj-+rx=p6h>Ms8R-fNBpF zUpep7Vm~@@BWxQD6(ve;Ylf?xI(N>@$S^M#xy6SB#d;GJ92Y?jwyrFdFhby(vU!Yd z4K0oA0Hmakiip6MfDyc`-6>2j8)j;%W1`cN&RsecaXg{ryP=ooms?tdTxF#7y)~uj zX(lmS2aoC5<^kMcKG`%}WuP?%K#79o)ZjIQfa)H?So{JV`r6?-kOdvCuP?heZ zb6?PaS?~{|x1@d_lUn)W#S2ik%j+xVNlFLkGAAOyI?aSg58fP;tn?MaSrl9&3Y++i zk2s}!$ll_x!qp^xN)-Y{LdGCMk)TwCEU>Y6*kh6>l3_8g zgz7?o47^yru?@D68~H`OhsfLDo6&3SVy-VLM4qB>9>X1ZmP}0EYD7P)ZK?2ffPTtn z_rGO=4jMavI+p)eNR$pgq&sL2A*klFrfE3gPXZ+6v~+q-)9+u(XEFWB`BoWf+OGshLoYKg1=XP?& z*M72{;l7#@Y10JT%`f8@w_n%~o=98RldO^7k$W*IQ=-!v zHR|r#%|rsHM&J3Fa>EZFZZG61axd6f#;+ej<{kPD?MHaQvc+gugWyZRHfZ#x*M0Ng zcm8I1f6H`d*iEwJmif~OPU)t#yELahnIR()P+i_`F(&b{0qqLsikP20bmsB&?Q=U& zw1L$nya%Oo*mysK-(lncTc0E#eYkUM)SSY5wa zx3{uaa1Il6?WOxFH@}37$jy0OJr_t&wB-0eL9}SjZuUhd34bDKm^d*r@$Z)ApH6vy z%Iz!i09cxvhgWQ|){8>OUoFiFB1QTQIX#&6Gs)Idu4N*?hnmh_f^n1%iI-*P|^1BA}s)Z~c&OUv^Ev@Iy_~rAg@S z!`}>HqA$;nz&8*I9{2y(v7SfLu4i5!S{c4p>1ZMyMZehz!7`Nx6j;5P+99*?e7-sT z0k=|_H#ZZ`y^bM+6=k?H`UVDyRhkxbynzg#iV$&rao>i}N>%18!}M33z)AZ0bC%PH zv5vqZIDxJ}q40Fv+K)NC=r<-cxrJ4pMW1%K!!`qWhcO}~Fa6%BqjYEXEH!@(fC9_s z9~Mv$_owuqaBSqmvrR(>atxz=8|o2NMBbxH>Rsit*?8p};FlG1emAJrYLu!8ImiT6 zJc=cm7to#)a~~FUt=8z)ECBySU7{NQ63jMXP6~J$OaTT3J8=mwgmyuS-Ac8E)q+Fj zQecHZaw>Om8^H`bH7hc#styO9Kqinjjv<9U3{SZ?yfMKrV6Tk5G(Devvz|L81dDea zaX?Jh34*jy;5$E7kscxyHSv?Wk0h>w;4AB8I5a;t?$tJaR5V2|_vpsexZN{R)5R&S7o17tBxC`qC?;2*+Vhk;dq~A+Rh0a%AHuN zMJ_A2*XGqTc%R^X-c#3`=+JSD2o5I0(T!k;t4K*PWV#OuCIQ+ivxKt8NJ^|lQ6lbw zyHy083IHQ=Gu&cv{Sv-~-?J4gLQzLCtbXY<<*VLvXz-1A@vssEYU$OhnP?D!5#J|x z{I%ZuPt`!O1MN(ux@Jh_J@G)=TvenD_*Wz=n#eZ-(c#nlPoi&xo|hnE+%>qGt+^iz zoi~(?LQSa(`sZo<8TxzO_D4OV) zLZxdK*bhf`8i)QlOPM@l#!e_l(LnE5;514e zz?x4T4zPIb!}XWapFpu5cX+`m}LD?^Bs5xby4zB7m**Um?!)?yQd-r6!Px(Pv z{kf)d(GfxBf$`Lo-jf=Dkr`5R=2_yet2J`9ilV>Y#oE$4TnKi|SkI{T&+Xs<=cwJ} zC)a3f7o3TW%}VK!ar+|kckPHxzdB+lDC2aQ4=z6^$59p*P+T=-Y%e=4xglaEAUzLU zNEiT-n{oMxiPLfSqRSLL9nWuE-e;aj_LM1+@fwIeq?2H*QV13MCYbL+y4jCyLATHJ zRIjclwUV?mj-2e)Z85dZVA@D#8nTIX35~DdC=?7_4`fBJzw};qEpcbiSe*|w(jJ_X z_P~C$;)1K@Vt$@nV4a~_?sA{twj8%@9$~j(!`g8JwvK355_%F^d-_G2*|!ymloM-Gigip%ev*u z&1vi4vL+2^F8=#0swtrc=B>y4 zRZ;LodD77}d^&y}2G)&0%-r4GGrTkY`DYgaJ>f-51sN7YTbVe!YnG~YhKhBCCxs$g zf}|t_;fMO#n0tEj=1p_VehKt9iTlD|p>Yk{*X@a_g7AwuEoV!se>H^o_wdp$y}S+` zKjQ?)7su1|_o=k}8zkZ1ugj!gG12ns+oMNNeoR`=GpSQA)sLNb?)vq15;JLc1d_&_ zf*M48G~o2DiWK^UO}nRW=yIebhhn1;nc5~GU=Ub6QGgWT*(46o3v(f0lEv+VX=Fp2 zUSmFk^111T-(PpbF$a{1;mirm)D1<;DMLS!;F*gTg=EA$P53G!8|)q)IPdK4uy5gc z#tYC0r3!8o*K{R-24t_d=iNvSwBV%as8yxFuY_=RqG^}8NH0ubKGA9FjE$W;dfJZJ z>U$F9EI`4Q*s@K*v&ez1E3ss22U{*l01+?~fIXwHepB?Lw{IVF=TH)29^Thv@868Z z9`Hu#$|HgT1Lu+{avsaN7p@>WS%M9M z7m9cOAu~_+)t{T|9q&D|8Kl?(6u4ch^@$|2wVp5=ET<%EC48_KBVqn>pD* z#4K7E~G+LYNv!sj0!SDsWVi-n{v%o92XFZ6<;u?2upw6o8HVOPocagO3Q#V*(-t zDKnhXNH4rIo*Nx$ z_X!bca@1C;f^7XtDC&jq2}m#Bs(q;E#Gq%y`fs{O2m`=UeV?|JJ8@<`HK5r)1TYCq zvRf)YzrG=%3pD}gsXq!A5MKTQnN&r1e>VL{*qs{;2Dz$cf z?i1UMzMp`fAfbqx1@&0GMI_YX6cxa6qLj{{Uc#=KDzS+1t#sq$dfD{JqKPeYI|$pK zNlGBXf6`mek8jYb(rIl)K}1tCqD>QVPUL4(F1OOu{64!Tkg@!V+yi^ww=WGb0#uh9 zQ~|%R7;cwLcbMS$la?~4)#I7L_!JJ1^0$TK#Sa77uB@G2t+n;{KKeg+UjzMr_8*2i zfGSa!TmeRSI%uH+eb12rb1mv)kE*F}r4utOWqU^_n9>#u{&+gQ znpMIl!vta6-1N#Z&U%^SM!0iQp|}EKC*Asm&Ine@%Gav-3%RRD1}}6l*8957>m7|J zv9^QR=09fk9bUhR6eKiy649Q=Z9T(P;t9aU4kaTgtd6u0Ra;X*G# zN+ZA#%pWC?$^+r8q1ouwda10gnlvf;NsE=srm`<1WGh%6zs*DdQ%LSIt?AWkd$wvN zqbvzxlg=JkHB0GaUaNHUUH3^Xa!n{9c35z6TAA(Z?8>NtufD?7yv;v~A9_ zBY$=jL!-ApHso#cesdR%ns1M!a@T?TM=Y)Vi^w3{n%K4Gk4s;BC8~MYlwdf`i56ou zDJ=O8VtpY>nz75Dxet3jgbCyh@POM6!-fpeWoRnKFPzzd5Ucqj z2vdZXEE^Cgn=tFN3q4#qoUHb~>uw?}Tp7kkVrmZd7D=_ra}}(I=2qbRW92dpfmlsH z(-e|`7&ic00%Hg+!j|(rq^InP$0;fIb8`ixL@}DL(##P zG&cOZf#l@dr|zwuE4zAXn{sre$Yw1$=pn~ z5`X+ScBdGTi<>HAXBml6`c13}B)f7EIBU$#8KEFA3e?<4-No%LrW*ax@z1-zmU-xv zMx1orSMXP=k*p?`vN&)be{=nY4U^)ARb+G2gg?U5+u%zd+M;dSgTD>!pLX89ZsZIl z{X{cHzv2-BG0Fn50nLoZ48x3(5z`L^{-1UxaU*C8bgMXxD(D-2^JlcZ3{k^q#X(*c z@7UDaj&@;(S3qLp4!{iy$auK$o#S(AmHM}td;;$*qRl_bsIWlNF*j;uA6?g zl~wLIWi!HHW4X*{`#dX#99`x!fgwA{-iWL`9NZD8MOD5i-M}dj2(Fp;7zHbp_`ZGm zD8x10iPJwCw&H}ARjYJD3uBpV0`l^)ydIZWe*F-%f95*(W#`^IW8W>@3wm1n%DA`L z`))8({|A~f1T`@oW6*qMUHR;qe~*o_hEj0D>gRD@IaA>sIwJ|>TP?fFnPR{vIs#tL zV{9R$UsW$!Ydeh5q##xcZt!5k&i|d7dSC7wV+js^W9s>r5EgL{k_~SZb}~w3utbqh zQ!xskealOka6SlxF+tOhjvpP7&TOFsI;yx)(H-M$^|0%h>sPKsg?EFdF`B8WXO_B$ z{XE8O7Bs4SU0|dkFE_rq>sfo_de76mJ!UDL&`-g*2x79sgacZ^>-Yh6Z8yGIpZbZI zL{{l%J8Btie);&wkaUiMwEPqRBiP?lw{g}iZQ(ydS8$p-H3oYpiaO0OD5zCm9W0E0(S(PlYlhGn^5X3eyV{yJdM+mwR^!i)FJ00pFHi0|eWY>p~d?xo_)r`*j9qkqU}a zJ-{^gBkd)#p8KAs^?ig?@qoDkatigC3F}+Q^mF?3R~z%Psdp&!Gp4+gUF+BP06Dj( z_dl`G3NEnFCBe6w%g~N73&we4pVT~we^MJ9+2^&Mid->5Hmd6fI8WrS)7y}NJ&90z z5N%O69T+@_*&^qHwy-4bJTeSkt4)jsetZ0^!AYEj%QE zesK*IkjUHHTkw5K-AL+avh1Fh$(+{z2uCzJj9cWy^|1Ip?8jE0);{c-7qWp~JF|vA zgV~o+*X3;xLk(VzGFzg2U$u0fExQRgPCrJ9vNX!kPV){f3u0zVi{)qb`#a_7`i&bW zD@7-eGUZKDLmx2ZdSEWPH74J#s>hgTLlnd!l`Kn#P6h#aqYVjk?75Yj##C%)x>-ZG zRiaQF(7Z#rXetV$jjl+Ts1|XPdp>b z`1`Rdr~cH~J)*V|l&I^dQQ8tTDKzQw$e^e%aGrPQHD4fok1k8QXioFpf{Cpv4ZXB9IJy`0iWUD8 zn~m799bCOM@39o#_<4A0b0pPGTdY-ZRGhLur`u-fXXuB@GI{|;fA}yabcKFV z+xG2)7|}oNYOu^VzQy@3wVgY6rZuygpS8W!kkCJCh+y-ur$KQOqcsscn@FUkG=AY{ zXdx)kU&eWA_Hc|nd)A+WD8p+Sg_#&K(OL+g2*mNQtIpT=w;`}NLb@RU(w1WS*$Ct| z@{2X&R&yRdC3axZGN>Z-w{d~-G3Kfs&b`~H1|A5W1%U{BqNJ)8^n~jB0fP$a4WI%R zK3TRr$)z2EeJfa@eW)&LsrhtqZ-f8jb8nZ^j{J^oxZ6A9{JC?iwF<>Z+hdlApw3;{NKRa(W3>enL)XSQaGd7e6aVhhidKlE z?{%{Hz?eg7`M%aE#0)C)of1Xp?`7~!B{=$p8r!|L0aH7+iJaDFw9p!m6oTaP6&fR0 z55LupQvhbW;mlGGkM-sLvG6{~oXL>DH8eEL^P+B4{1Z}o+^6$u+bJB1iM4vadx&9+ zg+S-D_OKC^sNR{nZ*p8&PkJah|13ptcDkw8@7Ciz55B>ldw2Kgb%r(A?FbcH4BjY* zjz=$fa(f2-=)vAok$to#bcpXSG5ni@yW5OU;{&P);liTkG7Ru~JtQm`m8A_%FUJxA zVyNXFLbp(ei(XS#S0^T$3ceSW8MHzc^+&*6who}m#%jN!C0>uy4tbr9W=s34J&V1V z>&LChg(wC}F7cLUE7Pkzu?rT~ee1V!(V$@vSR8hJyY$P7-^Bpp{($j!9;CkcgZH0c zkSLw;H){`7@eu?Z`Kw_H-7T%k$2laVx70U+u27J+4s`H9c^eO##TDxl*8Z7Bo(*Cw z+~ZMWmz}G4tx}-L9F1%`DNzDlj~>cM4|<)Pru(ULl&ehc-X36)rC_`Z(vRC`4xnYy zs%f&)6|E}N>aj-2C}^AWX{0>8pSX8(k<7+b!{zM(>r4b3O5CE66%-WK*c~ux6fdIqmd< zyZ?CBzI%M$l$=S6mVHUw7N<0;r)%G~&Ng3KSq3Z{XXk8f{X*wTlaNhE)64hzqz@cE zczRs!&GNi+m#&901Kae~sO={g?x7|6%L(T;H0x#SzkbDXzkG0ezj3gedFM{p?6_zZQZu5 zvduB(>~aVMyQHS%cM88>!X1-GMu;V4Qo*?oI%;=m>xZ@*ZG+D$mAmL~33@N^7C2wBuwDFK{-Ou){smoxAkDPR<9}fVNrQz>5ctNmU zi&yKI&+HVLr*ZRh#pT;l=;E}Qoh7sxHLmZVVZ+{~wfy_nw-brU_h!ucX%ac_cTLP* z)7a}9X0J)a2U_jc%(V2!LJ%QVEIWrmtv{q^W(OCp{kzcJU1;7|gR%6=nqMsPmy6v~ zpXReiqYbRLs`oK_MZzWk1^Pk=sfA}-W5WkahryY+p^L#H1G^o^-@>cO#6L~N(&pg= zNPeqXMb%}~k5>QZNCRW3aSw-Zb3jH6Bfo)Ad_2GO#4W!9%Dn=w0$B2JNKVY}JlbAu zz=G3Z$2T#0N8yQUIve2EN-_{OF{evB`L(tCe(c}pV=nf^d>;#%YMjy5jUKpgxt9R- zV5hSGFmuhh7mMhY-9+=3o^DIS0Xv|GL#~}ijff1;YV255*+tMkmsoAe8dLGv1&V`D zA)}3iPCf1%CZrvIH{EDMK;4Z6V>2kI1|XLdE9AfbZn33li{i82op+Z2!;5BNLbG|9 z=1hQcHVh+sh^ip*9dDM-@wO*$Vr>bt$Vly|j)O+-xz^n8GTd80x z+L)hek`lc_)L%5_&%=hQ5hc!NHJkNH9hf+UpB5W$HUD_LcCgC0Lw$-iC9}PO-)Ifv z7dd3c6*t?y#+S=k#-$^OHF-(I;9m#CrWqwEy=mC9N;cB4cPArO;c0$SpZ(iETpOs| z*ti}Qmfy^N?N6>)tdp*{kBaJMUzRe@K{kWghp-1As=wQl{yMe)<@$@g67OH^F=|v@ z;Isahztfs(gU$!J%<4LPB@?Q8lj*fJsDPo^2>{Is+r>uiYj#KAQ^Ahs_8fYRHf8LC;RWPUwF1AVr$AZipBnTCBf`8hY6CyP7D%_gTK4kjFa_LlC(3LgT1*)2!_=YZ&r@UGNf zHTL4NpIX`&3LecP#kF7?Aq3rmtJX07+;2{pc3rjf777 z>w35TV~1tBX%6{Sna_nGDB6VmxBZXin574eZ_QMfAhTflU$yhg@=W>}8_zhgVp z>;z#DMWAjmvKu{xkrDdH1G)Wbff9996h%RRa!qCupqN3>NtGV#|Mu>@vL&WzGOR(q4AlQ z2XRht?AZphY;ocjvY69|dj7OQZ1j_qWk;v9QRw3mr^0w&oK4tnFyY*sO+_%$W%&cp z&vHa|C`y$nKS#!dQS2!|?7|JL2wKVmX0AdOq^A}%I=UyfwzcVKig~`_a{I`qY6FJt zVOA^Qg)DFD>3Q~0iN*H~f%_(cNN>-?#E4&_SQGzYHc0UESp|lf|Tj1MCXi-oR_(b?GA*w z9r^R0N5$M)F&M81@q9;sAsHJeQpC*Az+;~3;jGwQ&)DPCrn~3Y;)AM__h4ReHZ{|` zwC$i(^0yG9(aPHZlL`L>G<)%@D8n+PYsuG^JMj3edjD(25D6!`WqU*dkIOITt@SG@ zdCKqp*5Nw9-e9o!pu6U@9eqMw#cu?vM%BAQ+FP3vtNGPUSSF0`jP-%s-?6FvopgeZ z>eg`)toOuH+zesG8)fpJmq5fqZ&tg%cz<|!b5e}xdjC{a3{}mVy4K@k>l2rny<0y2 zdylnW{!huZZW@L~=y%n@vZZ!mao28HLMbdRv@E`lv8*X1TVEZbH7(tbh>6FM7DaRWyWbdmHMYwI<&Cj_2S~4MHT14gyXFbw zown_%_SPk>MTS4|?SNlKZ#?H4$9?|Jx8OP~GTLqU=Ju(NM^S%mrOdR9DtxgJ5ab&R z80O&)CG}0jd0KVaKC8Gl5SV=XEx_z%@kASOK7xeZnyuJCc7!nY)hwdpvuhO^n2FCj$c3Gm@=Bz&+_EzTd%&m++N*_kYjzeDbosbYI4+S zLN$av0j52N5rWT+x-pYB7vqw$%{+)DR$lT9{g$WHl>@-=vdi7R@C$f}{E*1xnZ$oZB zeer!r=K15wP9vHhkK3Sgr=ArP)22-e4!1QA93019j%Z6IV6K@}VJ90F9w`KJl1zubl zM$k{sEkFBW5iA{{y>g3114uVk^!2N{udgq=G#%Y<0L4R4bY6T#WPH5?8dc3uyDUy0 z0lK0fBw!|qz)aWI5P6ecog8ix2qReMPX87nM)JfWDEJ;y%R2IuN5fq z+c$HvY}LHOufFc=e-GpCLiL^GeHKP7ve_!=GsB^OLYP0zYpyjygNjZf=Uzj%G89~5 zdA0(5*@b&EU#UZE`M0-c5RnP?lrD}({Mo9)EiG?uHu%(8bm{zIL32qBFW!gCPmwiK z&yQ)s|q=SmNWECW@1=fckP~(UV_d+-%r@Tl){t+MK@iZ^@rh^ zYg8Rb6+6*=+FO;0!wwC$*q|Wd0m@xE0ytf=Eh5u--k$#QZ?>m~oLE3hE|e?wQ8 z%mS&hvc_$1YjKia>}a)U(!Y9tZ9hKPzR9~t(W%4SS-}nolo@twt0J_A%q?o@^SR^t zgxdC6TDzEQh8kDS9mk0&?;991SLuriRr)M4?5&ts=BNrf6Lj$} z@#DY9J2Ul%eygEj4j1TbD~1ecck1s4-@)O6sb5N968a23XrIHnl>ykR&d%Ipv+wTr zG-Dq6`*-L`?sDv#P&ASB!s5b1Ijaeg~b? zI}?K0qU}$E>*<`{*m3?(6N5Hgw6*JQoGZJM=n7298-5Q76}K$!q;1ILO&zX$w4uWK z_Tz^&SX)J!ae1M`5fVp4!WR?mb`U^) zELOrsA!x}I`z1RLrBJ~hG{$_IKAsht0L~R?%S8Z(X}|;OJr;J%K>fX4?=DO5_Q(_C zJ6l0@7JVKx&{MBxc}=;}a(#jVr>!F`6(H>v;f{hX@C)Nz{9qg^0JSq_pBCp4k{UJf zmg|+Q_q>S#uwUq98)i@^U@raiv1{%Ekmr_=7If}T4qfX?>nOD{{~3Efhn(XK@i(dj z+@IXIBNYe^Svzu9y;$>=J*g!CQ{b6-u~&~AI@HucgNCua1S6a)W!Iy4S6OI)OQ&Bl zqnZYV@M-n*Vu@bcDJm^ZIk)%fMviGyZYb38XUEnMNyJr0;YxBbUx>v@ zz1ErDxp{LAN!ocw1CwQ`#NJp84lAC2Wy=EVIN+Q9OC1kti$zj-{wP-X9XPGZc8wLr zIggA`_v?nOOHe6O8rPO#+sKB`_=&*c6E#_v21s7b#j>%gYPqq~J8^pA1;Ua_)(!_d z&)M(#A4wuR`_tAx0jG3FMb6mV=#1S2C&PnMDGL}tyRl+nVW?^rL~-ZUqteIjJKm~& zdu3P-eLrk{{(Stz*8^meJW#ak%{h0WeyWkZi=}1s*RDpFkGEQKCFw`_5bZXIT}_?_ zwy39ZvEqNL9a2DE)kyA)rixLj*^L`#MTQjJ37#$&)x;C0s%pL1ma%C{7J)PA3SqAs zNBhOdtdcRx)eNfUf{VJSt3FY`{Uve?6mA~ygtj^1rI4ln%ZbWA2tsn+Iein^oZ#~< zNm(H!^sfTn25owY(traj3lcb;aqfS0O7*9(GieTCp#iT)4wIr7TEI7(T;e!Y1g9Pa z8{}?8_00>fs6SNh;^T*X zNWVR!pwVS2ogeo5Dw9ACUXO*ls1xRp(uR&~{3^P{(`YNBJa%u{O>=P(gGJO}n0u5d zUi&=UU$y8ff*7X{j_Y6NP3bu6#rM^+7L=;d!{$-jcI{-?AhlV<1$bu)w;_-L-QCz!ssb|8k-{W0eY{m{j z1gg6zkz{84=O#rJv|bOR-0$DNd)Jt(ipB0Yk_Tg=8nn9=APBLh)W&|%_u1~9)fvlf z1)78~Cv0_%R)YR^;`B@vqvUQgSI39&mOVCIJi6g$?8`=Hmgm-!7zLN6-tPYudg{qe zU+!DiFJ9>&ibo-UpAFZfHVD*JG1=imMGCB!vws32`V_#;b2 zZ!(_ckODdq99_QV)qbNNCq2NU^IAUf|G8_#%2E|%3b&4HzWLb+jvu$FTIs0027&^0 ztb;@HpAydJczQNtNI$#sB|d{z+nTpJcqPwdg1t$3Z2SG%ahRKJV^+^v)3jp)?z?&E z7$`h5u%}28c0RqW=B}rqTNoS{Q~nGcIjO^h{ST)6wd!vSsF@4<=%pS{#(Ah2MX64& zb+n5#-*CFeA8_f|zWw9LwL=nRyEj*59wRUXLxVfO;C@`tyrx;_9o*;6O)t z>%y?g+!@P~sCpLeaB`OJTLjj7_0P9(b{@AeOoZ)(#WqGghde=-LBl`g;IV}kUT^R& zZ#Cf|dl$3_3(7P-9AZHg>96g^k8g9V9JPrxT@SFlqub8}?w=br&Mq&$PupQb(L`Ud z3r$K1D1!Je>X`bZwr>^o=h#Q@&pHeL4trSZ^){e|thgal?p1VWx+0b;36^IW3azWB zu4Gfzp}j4`C?UR`X>C7ksLl0#jSZhZQ*PR{vdu?iC(@QvkqgF_c?fS4KG$4kc++ky z)n@u~?tJ~@lq|T*i{d|NlSN7VG~A6T8>pJa2|-OwmPE>YHQr@biQ;GJE+Se`{?f3T zJe>Hw(>)R-BeSA{hWg=Rnnfc~LdVQ{MGHDAvppXw1_T*(o*~$Xg@$#j6=4HL+2k&m zzWOn-oo90Y%cNOdc%lyhRVvse=_Zp%+!eYgzxs^;fQaee@Tbg7z(CL$vG4&q-9G8` zn>f$LbVcUoaxBdb0f?wTa`a^Ue#$C9&^$&CATiT+Y04KVTdgk!I>H)gTjfK2OWyIq7c6Yx6mP!TE z*LXl#3Uf!BwC&Jw=aMon?OIigYUiJj;V{(b!J?5l3mG#$ZN{w2)lWa^CxV2t_GSlJ ztdOQT1yKI)HRX%C*|jV@+3tk0;V=(MAHzk7w?9v*UN*_;AZ;e&p3yQfVSPa2i2tbS zK*|M4bNe5Fksq=pphY1g*CZI`+Z$>V80WJIxZo={H`NXkCMd8@47FtR$0f_|RU725 zFKKZxB*|bcX=E$3wF#rdMx3UYw`0?_5S&Qt=opLJ6eL1{mYqqyb)Q_hYg1^yx6SPL zm`GneO0lhj$;nAiv^y_Rgc+nyIdXhj@;e2E4p+ulTR3%+Nm2gB@=+4?HI%ULDnA>% z?y5>m+3t&DbnfiIMqws3st8VwADM^ij*; zDbcQMgH}Y`=V={0R~EnM#aO4yQNvz*e_8w%`j)6+glu~3_s@0b%A8N#4rsys-by^Z zD!iumd6&9SG!QH4dDG6_T=a3)(53%$Sa$d4p(z9XIU`K>FDg%=O=TMTeU-<^*+(Yt z^mMpVCL{uSx10`MQ)bxCXQD4-hwO?W&u(06@)D#6*NTUUcNK&-*>D%~G6UF(CZ^Z$ z-&P;F=A#k=B^sS?t3-uI--Wnvn3*jF48yY2fseS9jPu+5>`EuWF^~$Ml=ZGvtO5s2 zK)4IvopeH9eB3d1-jd0WSw9OT#cQ@AWZ0yAfSuxbQWpW1I=r4gcN-}%zTO7JwDK2^k$Y9Y90iA-V*Oj}mgmDz3U7g3SeDTp9&K1_6CURP-)5YhQ3iEp0nRlgR59AD$Ap;N!wIIYX

      99mGWs>KS zm`aLHQm)`Ni3=j5kFjiQ_P7!8a318&0O35i^nobI!-)=Dh`azV9zB;MjqfKm)GZT* z0!(ZA6Oo(JYi2UbVIDZX%wf6ngR}ihP&EHY?voj_}Go} z&idWnb2dStGq8fI^#z;(0(9r#%n@B~@^_OXXI%~kfd(vSfy zik^tvQnCM6y#JT9yRoghoG=M$DW+j=7XY#+UcvS zWGF*&_E9_-64FTO5%)oIy_g{;^@#9Mq_d(4+G#L>h%b~M@wvlzpdzl9ee7TB+qG{m zV+NPJnyU}Kin|E);o=Lu)#|ko_=}k{^_4}GqaafV^QK*y7w8c(m{aq0`T4UOW}}kB zcBx{lQ~J5IxzArOUDK+ukQ8vlkUQUeVFO zWt0Vc&`2Ip8HeoOAAL<_^!#aUti2xP9-iOml#^k#kr=z72|*RHxbHo)>QYUW06((r zT&5NxKoC0Sy-jrNx{ErKEs|(!d%C=zdgHzjWC0!qEO|LV3^+#{N>-GPfa~d@v@22dtn?0&Oy(Pe=P@ti*oZH=jM<%Ab%u+L%8p}~Pw@Jz1 z^$X+h_`TFQ>Q`{ed!KL|R%))HWpRYHg+l*4#a$mhNy7^u1Qq4&usLqeNWI?OEdnj& zN{H(w8&w_=4&w}~KLpt9RcO059ZIx3E;h?Id4F{I9V$xGn)lsQ0u;y_5|p@|P=v)B zn@9R|4b;n#Debq@ggwLpErDEMat!e!g{@(uW z)ALVDWJ-cnKZm+#7%!I?yV(z*iQ%Fl0<}!1dWD^EH`6nI8(7tWnOtAH9br z#gFMQ#Y%#nFI=SyD4}y!Bl+E>FX@+S1BOGN~X#aG!pMkV{B? zM|Mt{8hFa|Rd%13_tzh7Hz%y^J7jtpm*-mPc%D6a^(aaL;MUyt=VL$IbpkrLbgzb- zcAqg8K~%`WNJZ{dzw6BStC*xuDZNcsh3C*_Qv=&bfy)a+)<86)G6Sv^9eDHR)&f<| zNm3MzG*hfnHM>J;E=GDhPg&Y((l-uMnyIhd9$&3MOwxJt=FKj>PKYVX=+WDzyiNXZ z7`0%5h=c>F4;dfog2_Y1Hwh@i^x@KOAr=5-R%HFyefwSb`h%tI7ZtBzuDEFS&mnPF zX#{6aXro{8yjTDJJuEb;%y@Y2gI?{tcfM?od(dM_n#okhQk)D~^U-Plv$y&x0l6!< zB_|1^Ayk76e!;;YE@v-a-lwiL!W@Q6>F?e;O2Qf#KeS-YqF;R{t>t-Z2 zr+^M&pm$-`okPs^$B3wR=%Sop8cuUEKoqryBhk4R8Z+P1Ja`(V(cG+)4Adu6bIV3a zyjS=QA>a)-ZfUgIetd$9OQ&NvJ#pl0i5q1Rt_kZy(D;Y}TxnsUxpmug*|E8rNet_? zP5|y?&?I}%SHht*aJe$C3BAG*IE~{0#+b_>0CV_%HJyoH&G{O~6QU$)}`7fmE;5Z06fL$q?(HnB>fa3;o29>s=t z66nC5j>gXk^K~!}QfXsD;@Mi_ce0j|RtF+t!r{YC?4(%56dXjTOdqpyrnCvGO`LHJ z0A3%*eo6>MiZkZQ%Oq-2w{R#8LfrITgpD4*7sqa_R!!5}nJzr4lqt|rFt;^~ED;L5N{A<4;&ssVZza+I}a zmZwv&IiUmUYEnJtqh$q~q8Q#0%wn{?rz1cu1?a(f7=uk!-M%dogX1D@^&HvP4L4Z}lmkH1 zyOcdLagg;j>u&ECiwhui0>T>SJ$vn;KPUpj(AC<`_N|1pG3yE2w zM9R##WSjL)MWuQ$D;)Hj8$eB|1xTxAyCh zYAVjCb{!5xSAq@lr% zUYf8?Zg>V&_p5SONIHml#&GU2N=G&eDa}l5lZRQWRZgsVDp+gqdds~e+(r6jC!Z-@ zcePL93u@>*OC$=~8uktj-gFC_xN?~sN)?6BT6|I$ctN~>o(WXy>1;k@Th&dD2&Uly zE}L+3;1BK;q=xLsD1KGI-06_W`E*6w%k) z>9J|!Mz-PDBaE4e$yf8lx7t@3Fr-6dI(@oV@bbjbfqP{knJEnVP#%Z4w@l7BbH;<} z5uYr^kT^&TX%AjNxX-Q^7hf89Ua8*!MO9p6uM?QTU1|JffW7b~ghuyG1xNVd&D001 zHZ$iM8Y7zL?BOAcvRwcYseV|<^rgP<-d)uFS>!sNa3gXkPK8ErA-hFFT54j1EUdUm zRM!%TYX5!{!1oCbG%*H+cgvRLfBh!se*TURul>ZG5_+w~s&cf>Xt7)a2_t7NudPjl zoY4eE6E|V~dN$_mRR*LLdnO$jK_r#S6XN22o~;!uI>svG{+>KpC8S?*4gH4$ZpYU% z>cPPTGk#2`(^%twBmD>A_Zu7AyH`^3GLII+#G4zel^U{l$eHyowbiO~FB!u89Ga$? zsi_eZgYVI8d-P}p@4TU5<~lvXK6qPJXI<{|fto9LI$DbTKNL?U1@knnu(;!5Yg_Lt zW&0FmN6|=27jH3|%#bW3&-#oqtQU@{`)4t8jpu-RT^xd2GM? zZOQL7vo1aM%}eXH4y}qD>YCmbm}xcFCE%87g@wdCwYg}TjcoH!xV+SpkDI@k;B(IYnR_(N>-(hKT>yYY^RM z00*pF06Ltayrk@R?-3Oj|DjqH{kP2G_Eyl42+ZCxxJm1%LiU7uGc+PPDYj7ZSK=%= z=%qVRD$TXWgOG9rVusd3Be#FT90~C#lb7KMdvg-I30YdR0Q2pAuO%;(w9e4@=Ow=B zR#&T~W;s(YMKtS?5F^A4$6g}Iy;&+mi<#L-RVw@5HVoe}m+Yz#TR0By>G<{widq%9 zDOpr3ef<8f{NA0K8uT$>g==VNEPLm|A&E9KMIz#znYnr12us7-<}h({sbd$&4|s>| z+O;c?5y_DgCfum@n%upGeKxTs`h7_q*)DsOO+C*CEEex>j-{m+8IHb<`_6xJG$L~n z4h+lb-S(lkw+Y}zgczFc##%hqum#Gb;D#imq==Bz1@fnCErsZ3y|2*n()nkp`4)GN zX`k3&Z51%FC#oeUXxp4>j~SnRX2|2?%2z#k@gkrxbY`{f%#aUcr_vS!iW0Htl~2{$iCxiYnrjy>&-(>0E1VAz;25Yj4c~F_ zoeHQ$GmT$`Vgbl1~&l*atdt6U@VpFa6#P>>rh~l1H+E_zfc52DV-RPU( zn&Tcu^90Ri)PCTE zOJo-VItCRfNzd~r(AvGGZ>+y;b~623&Z!pl%9fuaKZK}HFRlpFubH*-k*^&@2KaP) z*$wF`0vyPiH)D7S?JSo7Wgt+@!6 zAdl6kbA6%;pZ@1y&b`{swAmpOSI!?@rQJFW7*7qNEj&3N1z6x5E2~aba-t|9ByH`T zzArzGn_zbE-FI>~T+p}7o{P|;0IJ&A-J)8UAee~DC^f}1>V20la;!;{#Tc$wU9hw+ zhn(%OYu3!tL*r9Jh6fHX$pUQp>KEm)#V3)HUw6Eqwz1Ff?t+$a1~a|yb#)xGi>?BN zxrUS9X`&fEghu0-0aF%!$rK3&v$GY!ab}pBu!0k_BInn?ZseWRTnO~uv}H>+1+=0$ zX&Tk?Lj1XU@RDUw_G62kO*d3T-u`2l*TaK3G0<1Xve_Q#Zhx3wdy2=CpU3!pWU7sa z=Ch~J-^Qc9+0)M~(#EYtA+L<@D7^RQZ}Uv5zK%bTrcLZ0K4HeD4ZFu||3iz9lfAqA JwC#$>{{ph7)rkNA diff --git a/images/pairwise_zoom_5x_best.png b/images/pairwise_zoom_5x_best.png index edc0cbe721e8850321818c14a29db70b8e0a1cd2..2bb94a18410dc513e1d9b7be253debc768a5c8be 100644 GIT binary patch literal 84434 zcmeEucR1I7|L;d>7cDKTP>D*Y$S$L3h|J7V2_e~A1Er$O$S9FL%Fc|C5hbJSt?a$W zdA#cTJ=gD#bIx_Hb6vmd{I2U9*L~ma_V=Vgp@d^{l@O-P=b_{_Rdl zDzj|-;q4E%b#LWhr;B{H%l&RrH-&xey~Gw#tIBU3C(f-6dSfqISEv}9GI@DQQ@3Et zR8npIJvQmh5C8p2_Ky5b`S%|WOY^C>ZTja+@7TV?e}8c%hWoCh#6Mq`pRPH`^3PY5 z{yFV`-|$>XXW8R_-;um)i^{)m2&;LK_wO56;)?$NpZHH5sB9Mrxd#yuJ-H(BuCA*j zKDM+lrx?@~brgFXV=Q&7eJ$>~+l?hZKmRDBOv>ok*nM`l^gCT{Z^h-#NK4;k zcYEmOR%OPH>8p{+TwLdkIpsLFk^1SAs7EGey?lLL%=>EF9&_b5J%9fEZNWEwxvggx zdaI)@rFbM9sw^tocUfFqe2*K8JHv_4RLzE9N6O8X9O2o?fyb?_+MQipdIAhAETQ^u zV*V_=$kB>m;h5(SzSO4}r1W}p;x#*V?z}QTJrY18Y4D@IKEJY3HazR({gq1&M|LSN zK6?8zNmr-T`#_{tu7l6i0>?ht;3x4KnO6(l=w2Mv^L$&dhlM42+n;5b?ZUvoaFoZW zz-7ZRo_GP}c=eB!qDxPvS{y@S5`uLM3?Bdf9$_Hxq%MF>TEDEXHtz8U^S;HhZ{7)K z{SGIlq!i+nm1MbQze{(1_V8ik+UqxNoZ2cmJvZ0U|1-&Is>$-ol`B*_Iy&hY8CRAT z7dYyKtcEFL-Cyqe`EB2I^d`mL-o83sgI+{LWO^X2rP}??;QE6zlMw~3v>nCFjuNgk zjM}$uJt=xh-|_9u>960vi~Akc@QyDjE4zR9E|rAbr`d@(^h5Q93j|J-vJH z-tcN`#r*;TyFA(2vZtCaMR6K%27O2hIIN!TB=<(@V}1Ru+1c5|)YPJ1-`<#vv`ePw z^mKM=V~lT`nLT*@de6aw2fxNBb1?{6T?`)>>k$tR3wx!Upm~Is_kKpkiIp36J%~|G zSVlRl@!`Rh0+)}arE8_6q=v`GKZQ6hsz#lNdh+DS`WOEGAFHb5yUsZ6@+ZI*Myj?Ptdiu&}azd#7{y#fulOq@M1&ZDCO~ z+ErGw@43Z5y|Yo%hu50fHb;&eaY{)!CL|=3c(rgXrP5&$%Wj#pr?<%1XvLEx%;A%r zyc9}saIj2WX_VmdzL}62OzxH8){lwF$qybqT4OWW|LA*!>~hLrW5#`2(fN%Ny*2mo z(9I5Wh71B`kuu#YC@wUNZtJ!m-p$SZu6&M-g~dk0WCfOm+_BG}Ka2HL1busZp5AVL zq&VHAW94z<<|obBwq$-keSIxXXSg)m$93-I@ePB6gTGpGMa#c@F_{^?-d~@x&UUi@ z<6u)}+rU5^kCdKT7>Z<~5j9y2O6+ZXnm~8ynK9|Yhsi; zYU9+796KgCH#zX_wfHI@i>LH_MVLjWJ>o9fpB`@Fx0^m~Bb;{St8O zenJ8lHq~%nLT>waS<%9w+$DF^RF3)t^^DCOMNh>soUI)l_b;dDw_(|zynK0A=$khq zBgM=Gjg1U@_Uw7+?q1YY=C^6ruITjU+S=6eAIq07e`nfrfkDJ>2Ocjxm205qFfZ>G zMnMaS$J-8V+_=#R`-Y4KhUUz#5|7yA|7? z_1XM))e6&|3Ppci)K@+i(tZ{9v9gM9rap=PV9CfwpOuz=evQZfnvv0AVXI*=xnM6Z z)}~BL+3*B|x_Ie{zB<1EKI3@#{j2YF{{9`Mux;~ZmNoZw@1&a9E*!%F*`BwqJCA_qiZ*BvNN8zBN5evNnuWe$v2@Pk!Q)v6HDP%Fw^Wb zYRNf-8L_sqQkczo^zfnPsz04hanB5MQg?T^ypd77Om;{}2<|2M#+QJ#6H~tl#Cu1LZ zcD>5w%Q6-g7G3*-Ee0E-j=$TVcJmtxUU1;>;rMa~ykT*1Zb)XYDh&hw?viUfQF`Cs z%1Ebt`XnJKf0mJtj}I@E%pWN6+V2UxaP8_W>!p0%z01_{~oIp^+Uf1vz;20_FxkBl$Vze!$v=Y z=TlNrs>1qJj4!FI^a~6OWRu$(9)8wO=9qrY3xc6`2Xvr4Z>0jF|2yJsoaq6j+& zhbQ(AP)xXj(obva;B))DZr!@YVV8@|maxTW51K>t%8H5#{WSZG%uF3DtuyD(7e>mx z+1iD^SJ+xO!W1WL zkrA)6>`5`f7AeY^x-|m)h?!dwQKAx{f7^Koi8AePVN}{fQRD@eL1@9*6V^6{dwqxSFT-qz$9$*O4@55rfj8zoP?d7 z5H{(P{j$LdR{d4Yp8LE?T6=rl&~e+*xk)Q_b94I|r^a{Gpmsf~RKdsltGF%tRe+T? zhO#TM-%YvQb_&gS4+qEEwzjs_w6w1A@rP%}f8$P8AJwa(rraKC7N+F+9#WGTIJ=Qr z$YwmUk-O{BvMBH6aa{m8&LZ}+tym7z*vHzaE(%;r44sc$wwIJ8B_(lIYl=*bPFC7- zzg|W8@Zm#OE#0y)PSYGfMGXa=S$#X0Flse>$&i075 z`1$+w&~4wY%y9#4rf$t2o>$X~N!2eiZu+o7Y=*X;fcPCdfIL^YySvK_BxvQj1M({C z_gB&QuXMswwdLJi&Tlom+nq^xE!tq=o?lpBKazB5(WRa}d*+1U2vv%^+~vOCjb-13 zz=w~v>~BZ+Mi>0__WaAl>t)*lPnfRMtq8meWY->S2|(zuFpHI`$>z}q>=K@8JwMGo zJ2m71WO{XBc0!*v)wh^!NnO)ytowYpg^yvvq0TYI%k8W}LJZQ<(uwci=YtDy+fLp( z7bK8U)uAw+;kRVkns@id2Xh1GIp!00*rePU9t8$6FbG<#C(EU`CI-OmX_9WG(l6_p z8(e~1cT`nX-F$3O35<8uOlfb~wCNkCph-J5fSY0|Eu#Q6FGNjJ$j_L%WwYaJ)k+V+5ov;M?^$KW;!m30RN6mkLdWM(JDRg@u6F}euvYSmwW}^ zzi$Ce$oJ>frFh@ELhZzQ+C6L3UPVn!Tvj%rdceG}uy6bw z2nsHzw0CsW)RvWX4KOe=Ub%VmVRG`(a7DB5l)7!X3zPJeyo!no;e$Wk>AVoJ7XZs} z0W2=~_H7eZ5f=K*@M7sRXD()P3>Nm}p#K8>i=*5Gi`ZZOZF27X`EQw)#<9RcfHLWh zOF31hdmUe1wdNexWXp|@jEt<}R&?(E@-lZkt1-u(9-UENRENM6s=w=Jx1gZf^>r6z zWY!+P^@D1dkrwiXwGAJ~BEMbp;h~>$`XF_)WW? z$a~7|~}Zrj$5b%0e2Dng+!Gc%LTR_4c54D?$)>4zemm6dg; zxaRx!`;Q;5JFJ-%X_46+Che7IPsO>oc6da@DlIK7!uURZ{3tWP1^R={BPJ_Liy1jM#S~p1bt$5HpD=;6b_)}A zxS5=s92s*glN};<{MUGP9yhF~=H%qO)tt2xyO&Jb`}glT=nAkgu@!;8=;$aS~%%a_qO|3H$FvdYsj z{pO02r%y*zjj>FDkWko97(XE;@YA6OSf(|vP&=nvmKI%s>luMfim<%iS&!YIt)WbOwcErv9Yo7YqH)YenG)EAf2BpD~mBdCX@ZD;Hd0MzQ22W zuL8smPfkj;s(x1x|+{|Ksn9J}{{0071NF^yN)`c zi9xY=tmQDX0(|<7he*EdP8ZgcI(s|`Bk(DiGO{lLEb?n> zmG<79V&UTAdKmifz@@jXP;8Fy@vWkOo5tmv4o7pKf{jXymIZ4`Nl1iE9GzMwK{lwY zl#~n5WarQjSCFu+(&)&@b5PiDu)s5*jL%W`BPKrp5|@;eNE6g_?fUh-8yNU63fRvk zZv~)v6v|G}W>hwS9SWPgs-B@%ve|EWz`~O9@^c)A4=Y8}3tABLTn)0HQfFgjbtaUZ zBZuqYLGSL0AkK-wCbjqP-aQBV3PUeC3&7x+v$SX%1sW0V;kY<+dbT$vAq?$88hhOn zB>^JR?hQM6Bfky<*Q_{7JSZ~JI5w0EF6UvRV6r-#X8WOtrouEx%VuA z_LeR7%7%{1SJ8M&$a!x&bXj5WM`eqSyu4>Mc2@}i84ox2^Q`RbaBpvK`2>wLqo8WQ zjgtKQQ$Ryr5SeyoWMoLA4fz6ty}b!dszrMF%Jt9s`}^5gSy{;o?^sy)qW13Z>h9*4 zP*qT1J0B#V_&zDg>l%-0c()1KqbGnI=vbtcX6O9;Ji*Q=m7JxTUA)ODDL%XSjOJy= zSfo7_)YT6jGip@1V`dinRd_RmF?VX|=*~6@iiturW)q|I5qjPA!ZnK7RLfVQe=biq z@AIwN#uK{a`QQO{dS)goHU;)+0F5gIwadfniI!|*_~ixna%*dA6>zDy;(Mw9HM{e$ z`UwfbzX7U`|KT~`3}QexcO28-N_HiB<9S!{@dU8ilj`aWIWyh#fE_pg>Wc;9jo?SW zQi|dN#}|Jh-)KiUNY*a=sYhrj<%PK~9v zt$%Nz)Q2-M(vYgG$oELx_1UV09Xse>#V?dCotCd?Vt805nXF&47D^*mQ)Nt~TSlvp z&=`m5>kVU+VgF|xymF`LyQ!>9$!)Fg38n67^RHW&+8gD$BrIdh#MFM_@Ayeb{4b4z zWVy1M6GPyRE2m)%^`0V@A|{hydE zInK|LFJHJovv%FOV~kQ!z#o8Z#~6#~yHF2@M@LVcIkOsK-%-X3&JSE%t`xyz4am zwHr6`D=KKvq@}>IqXwu?PH%t1p=M@wblI|H8|mnrA?3wXue;owKv>iQBk^`gJ+oX(*7}H9vg zB{!i@aV%)0-==ya_4FQe@9~L=D~5(oaT^_A6&!|tofpDb5L@AL|Bm&3QP>n!ufgoN1>5CJ);?r^c;!gh$@r+^!Z+8W4t&UZ_^i2f#rn$NKb7|?l%uKC?i@p`3O5 z_wSd~kgO0X`zv;%*B`n1X?0_!CGE@OhWFCa_`q@9-su##Lm3zz8990KB-L@F#)mLU z+Ca5_eSLjjUW&13at`% zxz*gDHui3At|+#AqV~sS6fxYH%le)7`ulIq<62fj*;C$Eqkff!_Y9q_Xli0aKXjv3 zl1w`%YuqGxHO5S{#oOuoGA?V~5mI6}+>T7UzDX zo3LKh(ZTaQ<0%HhKFTI7&z1=Es`&avS5;Nj5u-+a2`MR#QliJ>@*lx+AwYofE3j1& z>P;gLTQR*(ph1^&2AIKD*{!=l>1zNYAVmY*V z+cp>Q;7GeK{=BEd2kxy{H(aY`d%9JB!zb=|V zg(p9{dNs5(1w8Gdj3!myX=Z!sSJxDk&0`=d0g6Q^9LFO0_3KwF)O?jJt9Ml#iLlR7 zO@CJYn+14q`^3siUKoXL7z{-`9dH+6$R}; zUTx?t;@lL1eq6#>M4VyeLG3NgjJ9YAsfQ1?nZhhuTRdX-zRS9IvkaGb@UIL2+WJ{k1&$Qk z@1KXte*Vm8tbG2@WPGAV)$9GAX(*BMnHPct+EC=Cp)YV$8)My2D6j#eF52QT)w69B z!{MT=CT2^_y-wqjm~-z7fBxJlR&sZ|_cMf>==!ox>ON1NKK=Io`q@B8gIYf)&-{6^ zFhhV4n+?#`uR!p@dLjN$Y;0^I==?8mYj|NY((YjMl)bC`%9J^ThtM>pfl}#OriNOW zvAIdv18EJbS}gQYWfU;WgCX$_c4YV{l%{qdM2VeV7tF7GzHk58R!$WLfm=B){3#lkTI;ppQ-UII@!!QlIf_R0UJw2?# z!i>3#vz$OgbSCyAh1-8*T5_TEAG!78$cvXRJ1~!M9UmY^LBl8zX2x7pRP^h|J65O$ zt$ls#fB>BsrUX9);jvj3{Z5+S9(h2^5vrXS2ViI7Oa4#R17Fw1Lq|9}C z$=)7rJxT1|$J@DzK0Vq(ML|P?d|n7P`V5K+>|5f*gL*-5D15ky)q7U2E}jw1Zxa)f zyRhwKE5_sqH}}c!Z_kf>;cH<}nHU|-$8&P)6s^BipS*?)(YH6N$arHL#t5s}!Fhqa z{D~`f{vLe3Wfb@&rRTIW($jaJII)vgx8f6MG7&rwXlTQFJbnB2k^X@J#qQW>nqz#t zyakZ@(C%DN@*$3|zPDSuI#LdIU>)_YRA1||W0~(E@uBAI5%6B3Dt|^B2H?RT*|>Ep zwU$qyzfiim_Gf*)l70nMUPA*tz>CkWm{@LLNSQd!fmkleuZA=(xPnNAd~|@b@d;GN(_kLZT#q=1u-BL&H6*m*J5)szu;!1J>?9?+*_v!*AT zN4;mOMHuLv-OL?aq630FRK?S-w3r8nHt-0ZZHq!_ye-nz4Q{?N*?#h zF;+^M+cN6xBS>{N0kO4YB{{iGOxuNA%H>zuFCS3r8fRNt!_;D{ex36ZEXun`4V>|O zfMxy$Y@bMP#F>FI+gd;?`pJ!s^I2e^`rZz`<>%QpzsUNl1K2DO$|2h##=O#HWdMzM z+^MZf(xNb_Pr>%a@+2lk*1}{1hvDR4(_;i;6icj@u6wfS2~d;Ug5<#l?i_XnuJ!5- z8=QlKnXp2u_a#usT7q@Q(FM>&Y%-8IQc;NB2r~nfmd?Emr~+ZA%_M>ZN&uS40INp= z?+PE%g(vx|F@qPqLHp*-)%5iAgc1;hwwUgW2T4#H@~nzw?K*o2J-gp z+fMJ^ag){qEd`}T!Ekda>ToDKT#Dt0)JUQ}YhSxY4dE5kqM)p79fhFOqutM0Pg5wb zU%!@V5tU`?85_yw?*<0@8msz;I{*ihI|Tz*iOML0^@(cU`s>$f+%^nL5;Fn_ekGp? z9qr^+$#Vfmr42=8gN5!Qctn)m(Vd95Y=Q|y!bpI_my>VaHO^g78W>}7V*wQ~nVU4U z0|P<2$p!j35q_%&QFuwz1Pf*r%qOC4eEaq-ytxNI{}v(3Tpg{r4rcw$`s4%m?%jLl z<@KiOxQGaoPSKN-@Eo^RS|JHT%AJt)sD$BCnsH0fDrP$;0rTFx&!1O=YA8PP|I^zv zxzz7UhFw9GutJ!LP%y}Q-ajV`#}eNDP3e#fS6$t9)XayE9~VH7eP=nONdhN4{;}mE zAwt&ou+H`XMqjvaVFxTI0Iy*b-B$2*pAXxug|M9n?AF%TcLTd4^^}Od`0Y0+P7fYD zAVwa=2~EFn0#|Tz4B@%H7HOET@S0&4v4Y6Mb^3%h0D)ay|J2p?PmjR*#Bv=Lz9wji zqPe|76ow+>X#mnVJUo0cIV~k6Zg{~bbzwNEQbhdJsbwgPD*?miN6WaNX>CGhL>Ezc z&07U|u?^VwmVTRCuRe= zjTb!EW&9UV1c|bLf8~aJn4(*|kh-CR3a%XWf@t7JZ+@jj$cDJwy*rv(iPA(xfiC|5 zHNqD zvKRIPKjGO)*g%d6{@Ex4B@fCSw`un|$*T%Rh=Gv2p0+kA&|ABJv`zzmE6n~;EJEv+ zr)}J<_X7?X6$L&|WVJc0Wzik_ZoR8IBYL)0fPeo8iO5lN{-RgPjyh;G1EqbuQj#a4lOkNGL= zQSiNYZ&|EXE)%q#Pso(|^dddwwr0z|SFc`)>DBlPo!Bd@R00UKj>ybONxaZtqS&>v zthfPciEZ?r1*l68i}(|^qQcehb#=uMPHG(9Qb=}?427QgWhA7CqegTx4`xx@$G?E~ zD3lnbIC&Y(lA)fsv}XB7C!0(u-mx~zy+iIpfxGo1k!s(*eds)j`YrJqf?1&O`g5c$ zv9JsjgK;KAZP|Z8Y$J8y&kL1FX=$zyqj-3EM~2(P!w;!e+D;Ge0iUHtcS(7)%+hj7 zrf?jvTjzIGI1yg3A=jeuoAv+Lghl7myNX@)-7({4A)xg(1nZP!9#HbYvTHOWj1-m3 zFY(C&I7(p)+(vK`eyiBtD`Qzmy6xfOqJ;-_7cEjI8;RQ+6@iZsgOOClw6?akIw9G{ z3SZfz2}5&HU41?DHOU63Myyy?pnftjFN5JoxuQn-+)-0gL*0+5{xL8xfS6^hd^198 z==lhs?AW=Jid{7d(T|N=w!E2SNWzpgW|*!*f%#*g5m-v#G-}Z8#d&LFA~`hX=1p(I z+eA>P4Jj+7xpK&;F>LdHYQe7wV4CMH@HJ_5D}xJ3iqJf0KCjPaqSvQ>2>*N*6r`cQ z>}+%KnC>p&1e6OOH@&ue=ftEWaRr5~`2_{Q;xrl>8d%$_fCO(=g-JWlmQ+*}fyY0E z3qum4u;CLE6P?iW&@>XQM%v|RhvRRRE544MffvSs)C)kk&y;HE&;blllpVqdF}$@M&(rcvb&U3tA?%R-ZYD~wQ5XAr#Y&NlA0rWu1q1@-!us3n1l#m$rqqr z62~48CMMrlYQAM@F~Uj^?%8G(OQQN{BWfel!x(j`{$wBBBSs413eoaYSKEI{c74&Z z=KR_@5&p$eFQf~}vpsI1R~5e@YGX1xu1AIzY5>Oql6!AZDytKEyw2a@5)A2m5fFge z4{hAh*}x5l9G!E$qoX6rWgFDM0=^cz``|sCG|7(d9AEVYBZ`TyDkh@ay@1$8sHkDX zTZ?sdW5Kc%q%y=k*;0(xW?7A}fJC@JSM|#njX)1rX)t&-Z&Tgownc zJPlui2AjVyH#LGxnqp-3{D~d>w_nKwedu|Gx(3rs0*Ol|A*)yNOB|KFf4GX?Hsm~Z z)key(qIZTueFCs31eLEzZ9wV=D?fZ%1caY*1hu*`+g4dlQ$gVYSI+b@c(UdNizbPY>N*QHe#!g!+AgX1^$}Ixo)kc&P(p9x`oUym&`!cI;6CBBXXR zU4Cw9`+QID^CIw!mPttL_U%OZCV2aa*Ge}3`u+P#=jZ1fb)}UbW+84Tnsi73$-Tyb z1df4y=K~(#uBfT0BhPz6jcJ2t+*LHov26KrDhjjx`15+7`@jYH0I6@MbCP>nQSXZI z8pZg!ni|FOj>oR)5n*AG!eM{qJxyAn<$YSioh4h)%Nel=#4Rk2qu}3%CKHO5(53k@ zDCp^{SG!407zXNX6BF1))b*)`F;$bG>Z{kT&Bv0ya`oyxI5SrvQ4q;4^a~0q`0)c| zuSuLFl${tgz(zzwri)SNj7MS%u(7`-ml9{p87T$}=tFzkPFEBtplSF5Y56JG$ijgE*A2O{qS)5;8F zf&ksVb0;4`6KxDNG|YCKG?4&m+O&16!s}_&?B|HJAyu*mARTBLZsK9QbNJUc)`M!P z=LQ<+R;}Mb*|KHJ!OO|35mkI~60e?d50Ukq$N^lMV<-;b%+Wi zLj0p%xiY`GnF&1S*Y^logvya~L2@6!9D-WqQ}H9}g6wDwb8VcSBBL@iC1P!S{(J`W&x)fkGcz;9 zq(e~n$o0~#)3dW28e1T6p*COr`Tn{}ro|y>g5)mk<_6NH=f^7PR_T>R30A_WrCmkC zAO;RkqO8b!y@JI>=m@I6TAS$f)2C0lbt@RipMk&(`HhHWUi;1uL!UaJ^rQqlb_1d$ zKj0}4V+hse36tQyq`>0ge(&%hpi3mq5y#z zS8U9GP9%;8TwN9uuz+(GKeDWOyDLLHa0x2*6IL0DF-oX@@|j&SMyQ)-WMuN;htcWg zkrf5&V)dFea`iO4=DiB=VhNjbQ?75QuWu)bE(r8c$7v~Ic%x!!2g(0i^#oZag2Z6E zo!aL`MZuONN2Lh5LHVONfd#(7Uj&@VOKWjZlS~Q=hSB+C{K@civ(DDg#LLAts!}#m z`pTJEv1sp#`VCAJ!jjxR;K~I<$zkRjhkI2;y4}LR7vZglb@qxb@+8a1s2@(ky@ffE%S=*)RgEs!8Gho0bPV+f++Lvth^JBx5`K=?Ok z%#d8sLc#Y|9l_xPNqAV8K4-L-PoF-qZ&nG{tB%|RRl?ho8w=g}@#DuVFxiNafHP32 zk%@2YVPXliqeq0 zrmg)dlIuKxymP$IQc`kiZxKm|q5}~u4%3=+^RIPv5X^5o&mQEm2wl487MS_ZIo$;J zHL?0P0Pb*{rbWpwBqSlyvBscl>0n$O){#sG>Qws|1FSxA>?xvVkuroT(lx27*-sh% zsT=YUOd{$Q%p^c}EC0H`n)4=~8&EbN*u0TfwXjHa34QIjZi`AyES_CIt-d5}p(a6V z$tS_b__vo|?vK=1?oM(%5F4Wn)R)8voSj#oF`pes%KCBF)6lKAV)ze2Mq)s zO2(b=(0*VgoPH&RkIr~^mU-VclJ$hb!l7XcCGl2Ej)t5C@?oU*0{^<6+qawoLO_t1 zO0I)277(3bU7VUL&U#$={A`a*UCbD%m}nX})upgY6wM#}Q`sAEhh}7CM8^J4-Umag zxZh|`>2s*rdHIed}O?T;MapD&J&)U~U|w3Y%{tMA@hvz#5_*$$^)d({A1-W_B=o+FEB6!en*97$ZQs6~JP%A@8O*fd zV`Lz;0q=<%jC{f{koDEc{+}`fI0Wko8bl90rU(N^7z^%}1!^9SVJPVv-~=tAG<%L5 z*$6iYA~!d5-*-56fx50Va`2yZyD6#|_bH~O#SA!F2>O23a0?w>crwe`3P_58r}=1& zrHsXBSLnXiQ-3#S3x0qa>+p3c1lk7b5J%(Ubp)T44VEM%d_J~F|JkwiNY+)oz$7iB zAZvGwVa=xJ95X}ge@3QC2zHJR&{$2*>*v4Dg9INssF}3mhT#|OTQ_3g@!v@@eQwV~ zzvZ;71nTCo&G(O&ORA1tOuBL2C$3(ieD{djzgYnCr@~Ia?UNdzm6+wqxYM=vpuSq( z`*(ZK8TjiTbPvotu`%KC&6;SR_V7(h#|>YsLn83cJw)%2`%d+*VYJD|`M=oF{qdzA znRV=O(Sow`EvJ69Z!_Av^2k%=Gy6SL#iAss@4KZvwBTfwSkJ$UO80#|z0~mg^#Q)` zT)ErRZN9pklQ}6ame|1b^3mB_$@f`!)U%SgZ*D%y;zm6kBX(D1!tu%_L%FTn??!)b z8&iF(C^R=e*__*xH6L#}xt!v>FK-z>is98)Y88B=Yz?5S!#Af>TePY0{o>7K2g#4u zo_AV-Z(^_4;6oiK6!xQ3+sOC-$KI^O`V)s>iaeM@AVq~^8UL_@7(jv(aZm{sn z5IqY4wXRhgLWoQjnndq{K}~c`P75{0+KKCx^(DUBk?Fueyoju*quTujIOE{tG;Ox- zx&HCqir+1{j`zo+V`6x%hFi1nx}AJR>ZPTnJl9LT11;+HR6m&Mx#NUDeLcYRHHai9 z+8%7-u^#Q5U!2OV1TGKaYqnwqR*s3AE0J~Z3|SnH$e3<_Jf`e8q5Kn0%HrVA;$cAa zGA@Ua$6$<+n#{C9!(t%WYI8G*1vG+UmgM6;w5O<5p0*Zl*D8-yO}c|1wk}Ayv?s{d zTSyG#rh;t;GgkIg`19_EkyMH!OgxA~v6X-|Rw2L*1$>W((C8V%fkSDHo{;T?#>#n9 zu6+M?nmGth+!GZMT&k)Yh0&pXLX~t2Zz~he>Y}~9Zq1h?SJBuYNhA+w29+F_C zu^@pCC|RX7%348qiW?B~cOKJM06h1(BrALjo%5Sf9a)6@8w2mwtVX866G=6j4iMJZ z?B-|D(b3rfnH|RBDVYsAxC=5Zrv2}VZ@~XCkJm8$a?D&r%j}zERAl65%iOu9bN)Pg zVLBM!*1#p5mY;O0Sq&cMgGsEVPaqe|$u+f{H;lCC;Z3lB4soeMbZH*y{sCE$nQQmW zL-_2bhZ}DfY_OjF9brkYtzp?@PR1cS0}QyOg9#T+lV?UQ(H_evjoz0?0V`o29VuJUB8ou4Wv^)7*lSy(5Kb%*m%r8!LEx_ z6+WPm!5~InBe;dsL9Oa|rY8u^sa_EH9k#FcVNvV)SSj*>0iYc3oBib=f?x0?6ULvG zl_i8=M$A;7Bl#f|7P7$Eq!To=tFo-e4ywKnLz>L6;XOXK!^T!YS-IzZ+2JzS!lOwc z3kM^DZF)5wLvRWjbS3)Z@)lB)Y1pWgSkuY2L_XsNyqpvr!0Ypn*nkiGSUrSzN_2CV z5e-`xvWs~)Jfk^l%!Yn3XrCVfct^LZ-#!U{_&J*%P8d~Sa|vOg&Oq@pFwiZ3@f^(j zI^vk-HXm@FgcqSKGGE&@t*+e9b{zh=YNBWmAS4z^pB`*uk>)jI6775F@}(}y$vua- z*4_QmxB`pPw9%xv>$NLWDde#rl%e_$FO5DN0O_a%!l;5Y#1^tbg;WzdW%cKEnzo1V z2>$T;Kw9n;Gg?;v)P>J=qRaad&+XPcpmKqstg#D&89l*)rWGen%=IT3^pQDfbX;1P z>E_GzC+8%AmEw~sK+yFo^96b%-`pwL>lcQiqX#i#+hO$=IIkCuGeH@>(J?f&hnC~k zBlqU%vyq!JOl$ImP<{(wqLgFE3m!OdAc{8uZ}#Ui)-=i*DQX1y z#wE{kaB%S86FOiTyt!bA^bN1$;`|e4Q4xfO&SzQ-@aR`ZHk#LInD=Vh{3ZuiI?0B^ zZthj*JaC{SEoUOGo??hBmNmk~q^c_@Dt7&P<54j^(qW3sW$of-7TjarM>gDKczC$~ zQ9XGGtJT_Mx`Xz=x4=A!!;ADqOBpZ;0bSRHVv!lAcQZs|X5PR9@1>moxby$F_W$~D zMxPqH_zUL!JL+JvQIi1K8E`PC^alYGcoDua8*Ds*GWBJrZs2o75{KST0x(p<_^HAQ zfcA9^d&m$tLm{FYGGHY>gGF9bGZ-W$99KSp^K(gv$ZBy~*qx_O?Wg5njX-rE+DdoM++f)iS4Lla7zArVWKj;F(R|U12=ayPlXPJKK_H%+UteJ{Uk8sNtpw6l07^q`)L&pR-?^VO16<7u ziSX{a+(mOzyr3k1xG;e8nSrqWg>&b-xX32xb{8D{46lM0WdIKGVqPNyxl!Sp&D9&` z-`OIq$cqGbqy1FVPC<)Xp4VVW{D!B9QA=ysXn=;VibF>5%Dv#k1`gg^ zcRoL@Z(y9!x+lO_!~^i2aCa} zoT+TP0Rycv7@EQO2!R@RSrka)oS7TG2UR`2E(jcu9vv`t6oigh>ft!waW0U5gwnK^ z+_Q`IvcBCfd37&9(F_J&takVD_3bX@OejZ9c#nx`su)1d)6mL?&6U}~irgzkLkJvH z+Orb`x*Q9F7un7FVGilTnf>pRp*o|V#54Axf(7A+2;X?)yjiDm?yO?=0w)KDenAY| zOs{fo0J%}sEx3tR?akVZ*Kn*&76wBf^;zjE7>jHn*|TYx87O5@e9ibbPU4<`c6QD) zYqXS;sA?BPW;zAT@lgwBV6NQPyIr)8$X5-lo0D+FuY zzODIBtJ_LddomRouD7pmExj=c?!bf#R@FdFBcmgIbW;-(S$E-nngKcRzi*r=k72}4@dkqzMNclpDGb#JBUyvN zs42FL!4G{^SgQg$fD@HS^;-%OP_>K4w7a}K@I+F@53H=0k@UMBQ~GxI)u;3w)=Fs@ zsn^1hsY%;GcjZ}&CqwF)F~aETzF2Xc099Xbeg6c+AaXUOeKsH02lq`KLSi`-L)GieT2a=-f!1mtgCSX0|LG23Y>mvN+Jv zov<{UVERpRdl&gXec3i?N%+7ENa#mV@=Ot@dr8KNR(Sj(J}+xPK}o5$w#n@Kd4Cam z8!SN|ICA@E4vHbErxl;x?v@1_cz~0$3>iOoG+u&(>2E4TkRvHS5E1AJefS0dg*Als zJ1DrFfIB6SAvM%25pnB={#VJDJM#r;Jr1yv+d<|qbmVQf)lTIuEg+qz1A2%c?`72=i^8j%2_y{L8xXLIo-Fb37f7fY9yk$H*mD!X>_>q?B4bv;hxvdpE-?BwEz zNRb5O$xq;^O@R};Q3Pu=zZ^Jp=nK?N9=)otl?GtTeL~MuAd@ljU~yx-3_a$MV-|&D z)@XQMeC}xHXI77LFtn);gh;fC33gWI)%y+W>k?*3qrD$Lr1Y2WS)#6OCYuOQ{XK?? z5I?QiD!+gaf9kw=5qUv{QT9Y_pu_C%ln?`8S{!%niA|~~#pkPhhlDqeQmL0u^QX=o zS{55r9wf+zO%%5vgpc!>9}`_N#Rq=8*dJ`g65=qchh6ve0V9!W7%pd>O7}v8tDAAo zEoQPk_=ob2ec{_LowKws)Pn_L96d>HljcNlUcEFXISELmVHd9@`E&KCtj zn@!oH2qU$Rp?6VsXy zD2s)}YtsJd77&A9isR^hM^D&@f{=f{Xw4UDg{dZqFH#-Hd!6nNKBGqZ8`?a3tP(kj<5LJz- zv8W%F&+<{n+&RawlnO0__6pq2&07^%^^jkX4*A|Xfu{^lPEOt=_-7?0uSvA1Lhqda zF1qmjaDpK|kW+MNrt&*JnMZ1ne0Xi^*S&f5B}8}9ns47e!?o0vOFH;@&n)OJ)>yT7 zYE^Z+QtC9z&hs@@f6^dVWe^Cwo8o2cIM-keehj&z?iy&hwC5&PDK=@M&JbFOBYNk5 zvf$NudoZo*keM%++^*qGK&Ellh!j-2KYSUx^NU~3c=%hRKT6IsmOOnitTEDgj+xWr z?G#rbDy8K>V_xu@1n7_7!slw8&+bE^*1H!^eorHey^Pr69?|KKw4C8&NNTu_&LrOJC^VDQ};wWLq;afB5+CBKKSO-}T z1R|rB+(DU}qdP_3v}_}O3^AY#JZBUdU}TgUd9d9yCJ8-QG-nV>yp%?Ml9!7MT!R8R zLo`hQi+^9KxhGZ^Lqp_1oV6s%#aq}{ne%k{;3UUSTH?JFS0<|33xx33FD)f3P2}#1 z{mUee(%|O~a}6!W&52%4v2({G5aMttjr=pOhyN2JzB`=~>+BL7tZ@=`FWKJt;n=?u>Isu zupg1r3?>pxcEcav8vPMoDo>y^v7NwqoiSt*dcaf+dzD%}YO(AtDJo7lcN;A&rS`OU za8(pLPV*ZZThFbV`ihZcF!{7e%Sr@);=H)i3I;O*qzAl=DqZ5}Cv7U!97mO!IqYL9 zemF1LTp3vMsJBsYueYccnfUfDS;vUkGIJyDu2pmg)wbJTQO>Rx)NatLiBY_4c{5wt zv{c?#9+`OKG`20F)jAQWFMY>NlP%K6|nrYG9OR6Rgy+?T#bcXGZ;U1EE%S zfhqpzvVrMmiyEXfqy;-`aFFBc`5U z4v2|!$%{yN1miq*H{>${UgT9({R#11x9#8=^f~%KWetrWRJ9(wu7WUZB_&@3!8!?o z1aULPXP?&9#;d$zK}ffB&Hlh=@KJk!%eoc0j|!um zGFM?VgdJRAeez@1*GK#Vx>hGHesNr^T$*{cu(k~XK2b9fqIqi(ix8!;Hc|BuswvPyp0#r))6dx}( zG$PvxMwG}gys!H#fR@NAD~u0iu3)FiQ*9hb`;GWpkoEy-oFaSKnWVgA!Ivf*GP_E3 zYM_CSv@0YZyx0=5MrBfsTY|}mU(kT+4}GM$)nC=N54__%AYm1lDydS~3{43Wtm!2O*$*DrvHd`E`Ry*W#cTg`II_(c}2w(<-cOLrEP!3u{!ljJ!7OV zpc?--?%o5g=f3az|Dj|h*%S>_Dw1*t(U6suM2NDIJu)&{%E+j!$Z8;@XqZtdqluDL zq9G(vDGgfp^W!|u`x^Ik-PhxO{O5h2kMp|D^E{42{eIu?=kp$~*X#XyJJ;UJe@cfi z)U~0mb+PT=DEHYYW||yOBiLQ;!B53FVHsg}uET2D->ENUy~nxxWju2l>Hi-h>bJ;- z^?6%cF@qC8PoOd#a(Zp6a7rzw6A?xP{)8Sk!({sLA&-M&gzg)8PM0Vy&r#icBBJ8^ z*6$JAT9}07Fwap*PSCMcaM#UdhGN0u~0f*F>;2y>hNQa*+7>8y$zCTdRaHcU9{A`1PP(?$${_O_n4fgS zA<*S7X7C-3e1t3rd*6Kdyic0Q;G)&%Sk1k&evzPVD42?`gk2lCytV_Me4z|aPqd?J zi9Lkbev}R=`_u#ebQt&~UB3Ev?m4@Sf;ye+>{#SI{15sk&MeSAV%JOPIX15(OP(cU zJK#+&5I0fbaO6K-yH|GQO~!P$-!BXS=Wo`Jq1K)oxzNPi+`RJYI+w7&5_;<{HVdF> z5UmbbW5n+-=k++;@3xm-y&1ntB*OJW+D7)Cg!>mL_b~))!{*E+kr(d^XAb+zp%w0x zm6`w40=&3rPldPR-6g7HzH(vTQX2ipT`4Ysx8{z z{d1Gw4}QdPDKHZBnlQU`CHXCbC;mfxH)J#$iYq7BveD1p!-Wg(KEAm=KI8A(q10TL zT*76Kdy7nN48b^^zUl=DMPTjC-{Tu^(~ex6CTf=JOrdDo#u|tqBhWPPvTu&fbo9kk z9T_mLeiYFHH#ljy&CzGXXMde7dL31`Fnp7-^Qu?+z3wxwygD}eSjhC>iji2!zB?lu zu{JwGJyE>wf!v_P|4+)8lax^l%9=sw{=hV3zGI^PXOc`nHh4Fikhi!A0A)5BCC-cxzMdmWXI?pcFwwpAJT*%fl6F$60RpFiEZ}K$=kqndY>5u zLIPN%0V1198*!vRoSm>j)B}_-q~*DJ^Y%N($v};jPxLY_0MAT1f|_+C229Vy)4l#| zWZ11ONT<;@?P#jlYb0bFvSmidBw~MkJ}sb9(XaGR6(A-PHCjeZKYT^Euj9IeCoHKs zVy9x5A{YhedKgpPn@fOnV?fHUGt?y{fVcmLf`^BaAqt-UzbMoHu!KEz&;1o^ek6VH zJ#9YWQy{0(@La))PMSLPY2O_Yc!kPF9Qhb#*SHetpw-_9<~aAwhp?$Oq?HfvqCH>| z4DM0qny>j~pKD5HHfvu1DqTjBm>c70f8?W|wQVZk>P93CZ$ekmc?e(+1%gZ2y}Nfu zVnpB=H_Yi<^XdEsHGr_U#hd@sDSqJEHi)mVqMoGoX`=AychCPf>6Zvp_`=<(O1<-ReLiGr}TD%}K;5TNEqI0@y zNY0EY@Mxa}Vbp(;;O{=4boeaFX^5ivHlr9P7D@>K&c+9EI&-7@17Kh6Q(qn7b{4GP zx$qyQsGlD9?Eh{2`qCDnsc;gC1}yHMN?~&v6G**Dj;Lu~l>uG48Sz{N$PmZGi_0LniI`!Mb+bcBN=Ube;5YEuB4rcp^x2{0T1FE8`^FL95)9ierA zxLSsUTJZLs;vH`eNO=p;(DCG7Yv#e)-b!}Cn_2izmqo4RckBqyDg1Z%^TyVKO#2_D zc6yN-2Tw*kdGf^C;q%eyMyc(?>{8mEoj&o>?6WH)_=2Ojin z^3G^^<>u+vpVOV(MikZiW=Pw`1%>8{66ut`bsO=K{}0pk%>&JJH?oB_u@$6@OTg{5 z>3935f^8qVZS%dpq0iq%!-w`6qKevY;{MpA%1G&VV96%4OL5oS{;n7XOu8Flv-Y%; z&D!)eH{bjd3bBoN^RJ)~Nt0)ng&Q(&7~Z!}Yl>YRQJVe-12L}2`v(RhvbW6A(fpR6 zk~WbB%jda<+6zD;wI=__psBZp^EcKP{1Y?!|AAN`e0($!Qz%)0XeJYI1wzVDl3T=Q zfL@sEgOf1uc>!K=WdfUiC8Ey55$5jzQhQe~X8vjrx8A>QA3&=)C5iLWDoe2DOxHbA5g> zEc7#lb+LyDLa*l59=BPW>egJ|JX(Aul4+G(bA_A`unBgn+_`vE_3y3!2AOGbM@xLn z9cuJ}%w;YXofa8#lu-N}5#WKK{RJiok~_@6>3>Cj5Gs4x2XLQFH zOWWzl6Y{Jt&`s(Iq$P1*FX6EeBP4DN z_=t{FaFRl>DyS*S#g&ok_>u0d9t(&G4Iez>)!}(Sr*BJTL$6$U8x}LF=`XALU!!Y6 z0#{v&xj60Ve}voYX#VumZrLxR*NrzHMFcigpIM*OR`!{wc;5d970-VngcPvN=GX6Z z-R$Zo9RdC+CLg9itHS@XOaHK;B&EzBM33d0XsyL?9nPv*v^lCmRuZ z*DE8>Oa$3H10to*d%4;Ni+RD;inybQP-oH+3OyYmng+qMbtnUx355I%-@-bl&D(xH zpRh4ey2k~M%%me!yv5|~C!FguEXKKWOVk}X$VeH*nm4NEgxjwZ0)>a)vm7-W_Fbm$ zR%N?iY1WQu124Vw`6F?>pFz;Mb(4EQ5~FT%bNFxC-gljist4bw+3IKMjiq8^CwIR zpvSf5dLUEn7jD)37bsAQlc>~<-Cr#i1yJtVdxOxFr3fna!#?%T06{4z$yTlctogcY z!X#0^J~=&H2SNA}0_J^Q^#D*Wfgiz@%(!$55#>oEH&-Esr$@WU5fU;lq%+sHH#R)Y zZ7(uxJE=_xHwHWS@EdQ0VCdhlHt}=^`FZf^W3(H zv(bpM_WwD#qs^cCLYz!-pWW(jyPZY}Bv`tqT(GY%UC5??xVv<_rlAartr9_j!4X4& z1jCHgHYa^cjBl!n@B4FfQ@`~}V~WN!jH>;hSN1S|qt3tl4~KVq-HL6UlU(YY%A^~T zRnXnpI{$dg1iO}7Rr7VHyhStm*eMw~Ijxv1W3n(*b(VaT>f)|DA_sI|9W_96<;(2M zY|r=Ei`PY2FYdP`D!8d@mmwbK=9rATVqUIY@6ucl*U#Em_xT)0qm1iv+ns8jJ;6hV z!e-;L#Fq2!tXE-h&>tn>1g0kSK}p^;ZGkGoLv%bH@p(|=7felP=<6T5U^(#VnGrJ& zZDFJ0($%Y{;Dx4-QS7PFJO09~Za;3AlaOXCE5ST#dFqh?`k3glucr@^BBxFGDd0oZ zOIk|mka@`B6`&DgnWYT^(#gV1dO09W*Up_yp-yk0{c_T}-0qG`Q_YTyqM63W#tuBE zXseobuIr4BI`Z~2_G|1t;T5eh?%(}&71hcT<=&BbdYCDwpPVwD0>l1|zP|n!q94P% zL(C^m-1>dp(8b|;lKR<@-ENa zs{>+O8%MGOu3d-8W@b3D_CJ?()h(iajVLx3tfK{HRF*x2wHW<_NnNng3`Othv5Cst ziqTt>C*h1TA7u_3qm}quhMIo+sp4mp1vtOOC1rL`JAUZD`Pat<{luf-ak3%Lwrr%^ zAYI)bO3i=4POp#CUbbwRhap(sWdy71Vjb{=CN(sEkN)pVZ~vYujn!JJbXO8M3Xg#c z!ND`i?s7@%?+;}v^~z71rgio!(m&65RT*0n5TUgL&t-Y}0r}IfRn%WOa`f<6xd%$I zBNmObPZ=EK@v`N9AD@d@$2XsMY*@gGhJk~Ic~`Fe_+0P3gIoQWX0wiFfxg;iBVx^t zjT7&>GPL%D+2Yd$^0{UMl{^)_#wgA8a@@L4p}|Y(zyFV7JK-{TJ!{0RluO=Uc2)=I4j&$|KCDmt_lyS*J}5OG&(BJ>a~rlM z#}Hegf%^JCy=(P{4po(v^)@g6bvOFN zKgZw~kG82pPaed}BNQq~djXb_g62*M`3a4A|YVuVKoy(QZv=DF4JRHC0Gs z42Rylxx}}4L3kRduD&{zh$8&`**y;uU_5fH8I5UFn%elBbsS!EMceQ3&aXvh?8CW_MOHIx3;gi ztk`(P+`XFxyeNu?t!n!1re&ngBm^h?7R2x zS0LPaiQ(|^WlRd*aH-#d6~mI&+N$U9XlU1_O%S`y@V&f50DF$*zF1lLsWJw`VTQH$ z!Qbm(D&G&Iu~SruF;`tB%Nb0$;o7*J*Qtt0%_+leLjhawy&K(yXb=1*!Z&dV(_#FT z?5$|VoHSGp$G4Y!uv@gxY|~|{P^(89&MZv7`uBlJNlpq=G5zyh@(wOf=q&%M!!I4p zar}s0KR`AosvbTxMQzWof7opQI&|4eQ?>Kp8;w1xkEM087fyGUo6Szh${+UaAh}=} z>i@vH7d+c0R8-=-@f1YT`hpt^8yn0NljDBW2DXgVzH(%m>fub5u%%>X9s>BChUgpT zRPB!yYLvL+nPgYG+moN&EN`XRZC`1i>a209hldo+!XQ!{O#`2L?Ocnw8Fg=1erSd< z$tK#~jPVZj>U=!SfdhYKK4wJumsBU&IjX8ky%dw%9*bjutfo&y0VCtj8IN3!r!vcg z%oUTLBm7QHPTtF?qKxWq!&_Y|qm@<7r%nx_fu2c7mOpH4^3i&5MxfDjz8E-UQkF|u z*eOoO4crD#v24)q*fEO@8-DB^oaMmcn6?A`%t=v7j~^Ydu4^vs66o7Y68_$KTE-;R z!_GA>rAFg8wyX?Vt^UdHX0dey`RWDOgxGS)F!%)CdN2|6ISs{_$^B-}deD;qcn}@W zWLkp|TJ-4r#vYf$-%sq{`G|Q)v*U_9*>gX>msdrV%u)?(9oW>t+U%pAs-E6a{Hjga z!ZjLX-ItN^68yn0q72I75}wp8roCmanVCqT%&%l}*M*AnCmdiF*IY=4lJcIhHI9}h)V{d(^WyC{{DfQ+o4Y; zRu5FjAEO`fb=El*iwl}wEf$-Zjgb&E9&J!8`SK-l6&FbqWO#?D5fxWv2DRwbtJj}H zm!BU<=wCrhCVG7OG!6$3bu7SZcHnm@KI^DYS;@)8=dHaokF?65KwA!0^-Z}I{!wi7 zRM~B6Vy5G#eBTE@f@1*z(_l)^gBZLZfEf)8vC#C(0!N$#*ltC8J$tR|;<+c2TQ$d7 zhF*a9ea=56NIMZJeO(G4{8I~n!AkS(upg5Wwcf<`NGR>lflRjvkHnF<<^cKQ$RuC= zE$1k*b=EU)FAtv*o7{26iqn_BoZP55fh&P^-#F|zt>(;`h_Qm2jZLo8?2d=uJTy|z zGoIB8^P)|7G9g3lzCm#Ub{FasCM3H>UHDX}empj~aC4p&M!YJlNha8a8$C@+6E>pH zVHbpqIMB+de)KRJHQ3~q(6o~?B+U%i^dVMo41bNjQR7YU@!X<#O4J{SI6`9ssAvLSN45h&AGCwWrEZ)h${{44}0tTqETi#yl zI$?g+d&oiw2IWUs63#Ygcic;~^nF~WRH&=J4xPETf9HM5$Gh1L&&w?)VG&8k<6GAM zMEX9j<%p?ou(`UWF?K5-*{sZ_SI)r!xmh8;9bKgxUOAl$U;NmORlTN)$%pyr@^OZW z3&FCW`KD6_?H1zyqz zTc5tY<KYO;b}-Te@V)*xtQ+^8)PEJKN`)%{{N+ zHhSQ|eGr-1=Oz;And0&S{W8UYY9GV zVHt*MYI|@oG{&Ih3vJ%|suhVPN1-^qD~Wa-NlDme$tI7h+$tb!ZCSsuu}h zx?_!WPM{n=if;%DMRxIeL=i@yo&YQu#DC7@0rD78;Bt(gl%(XMmi?80)Vk;KsvAmM6=5C zy?>tvv8f=TMfA;^A*hhrxGMGOGZhWtMP#4Nx#OA_9ve31c*waQ14fKEd5m?>^X7G) zQBtSsXI_GLrYO0xUcbIbtRT&u!)!T|2x!*ocuMI`FRzq%pX0~7^E#`OHfj2`lVsvf zho_#f5$tx6VZD|T;RsEqfCxf>t;OP4AS9_*94 ztGT^|MP|EBp6n&IJV=&9{8CCLeVp~z_hfUH7GqNW162PU3j)`>AW6rOau>wEFa%^n zJ1V@E60!P+6U_Fa#mFlpk`T*ZCSNPAr9OQ+j@lsq_f_+dE0K*S*0g7v(_>28^|=2C zn_kvWk_fR=W~}dhde(ca@!IWfNoVnpJNDySj^0vx`?y(isTsNd4R3Gx zb0Q`%8y)G8(U)8vsm~ekoT4@s{l*3+Trq4egtx#KaIIf@KTBPxTvm~|u8AjD91!N! zxSvrA?8Vp+=fp?^0(gdcgour#1V*toh?)=%S;p(&L9^}Ke~;1`p8wkJ&8@W8oIM%P ze-kY0SoO1T%^KN#W-W=@7)qY4HX>q1-o8D71S?&;y{Tb@fzLxaX`?Imt0}bZ;1sJM zmoJ0clGvds+-;$HIuk<(X|e}&78YLJrf-N!J$lJXk z`4gf(?Bo36_F{3$a$sNOr+deTSek@d&5kiN59utn@IsMnAmIrQ_s;vI==+(!Z6RQX z<6CGI#QIRQ5OZt^zML%?OvF>lYOj%&)_u!w!JtPsUcy5FCz5jFwI1EOo7&hYtX;b{ z-1lSdPfCl0+|IX^$uD*8vjM#(zpP)_Icrd7L5on1C-AgqT%9+J#+ZP%2>IZYOZbJ2 zMFVZY3Q1v6%VlFBMbi$y&c8BLdPka><*76T+2xq|De1H5R~V#|D$nyhzu?G^zrWOq zIybZ-J+UR56SsYH$hMXtNB2`(o`WsKyLxN#upOhCt|^MepV*KKr%gP};F2gx6mUh8 z^C?-=MG98?n63!lJ+|wdhoxX| zOMC1s=DbBy>{(>s476{s{)=5(c67S|6(!rI;Md`@y=*gsv5}&@Re-uoAH% z>q$W+AJU`9fDK#M^VtzC1w2q~q;%KqQ{Ynu3|WAC0H1Kl1IHgpscA|5oB9F?i95yI zN(6}Ac_r0cGNC**rk!myTJMl5fm3JT``_>0g*EhU(8@f$JC*!Ag0R8Mu=-AWPZ zH6hM(aT=510TLEkNsxB@oagz1ycW!F=>g;weT-xN#?nshq zEfF4wIP7g@FRyr|^eMtjPJ58sI*EpchB2x7IZH+*#;h^<=s3bAy#COdkDJ?T#}}3z1WtvM#Xc-9hbLBd^!$jwkn>|!NDDW1S$IqHYHK{d zV6{Cz)jAdCSKmG?R(1(za$;~R(z82TE{JB7O*<)>x>0w*7v6IkJ9B0igj$`CRfR>| zH>E`$GjEBu-80HUK*x>{oF0rY5EieUAxwi`X8ZoFJW-W>gvh(w|WZy&bM#HK_%&q!+7-c4Xb0r zBj(6ROSjm%V|T@pLk}@WI>?|X(NE4XMv>(eBA*D;H@L(gqA7nCT7FUOq-oRkfS8Ow z*fa4OelGGfB6M&SUS zK$$r3PBN)BI3z?Ylb2{L`0Vl-GO$5c)r@NW=*$x?BB5>5{t80 zBPHxh84-{=y1%Y&>v}~Qz9OiFXPg~9(`5z(=rbh}zQUpOPeX4mi5oa!qzfn8eoYsR>aV{zAc-3kaWsqsXA#IDwRlhPr2d`T+63pv zY*Z&3K^TZ#kwDS!;@z6BF0G15yzNc6dqC4V@TL9eF;^<5QSYcKD@!QU@F5oPdlX6b zuWc>dnLu+dGI)7yfdZ%lk$5~+CzQREPtg!oy-PxDd&L(1Vn`eBx@CL(;%(yJ_|@}2 z#Zs_)Z0R%Tsh~h8#Nkhv6MNKSsmpC=8omn``P+6npvjOL$Yt^WS;(>Y9+F*V77elcTIiNb`PS_ukzSkfvc3y)mT z{e^F?M@L(L&1Pq3OEjv_fc_0I@bM%zU@<4`BMCS0dPN&?x&vWN>mHtWE8p#CvMpFL zN2P_VtSlecl$&w0*BG~;mtUMnkZ41?5^)|w8f1^wOm~7BrjEHoM78mYQ5|zk@sB?> zHT7671D?fFyl1{VK2BX}FiJF?ZK!^dyV31#846wsO?rhb^@x!*nmz>2+@-Zz* z6#l5fELc*3^$ibvXSEiU(O7Ct_bdnDl1=30TemIS%nZ=w(9lI7Y})038a!jMX2!T= z@lG?&fY zsx3y_A3S~Pee?ahck{7K);s@kZ<(By$B7Jbtq3jrk(L_q{xxcVRT$pNlHF344&~dP z2Vh(sB`2W*6)w)?r$wYH4@1gtQIvGwD{Oa{uUz?o(a=Qdi6{_8sxGg9IjZZ-^cU`H zxHN+6$#GUbksfTJ!5X_=z=Mf^$5&%#->|?G=hJ#vZ%ihzMV5OR;=1ybFhW z45BzWC~{$nOYOV5WulxjEp{RkR#A?h%qfyRVwOy214$U7UtG8H`N+p3cCbRfMi#@l^jkE>wa32MSy>IxbHDS1Rzi760WA~ zSKGzJ)dM~ruD@)3Tw22P>cWK!-Ra{^nwUc)kPFXo27`huG=y_F?^qTO4mLcsO5T9_ zMyZ1Gn@G@Z_JwVgRaIigNy;Zjv5v8+sfpl5R0Sh+*jAb5h6}7zyw2dkd)R37_Vzko z4hkkke<}`u@qgHV7f_sGV6OYH*iE)6POO~9d^G!(ueGc-9Vs`b_u9PJ)BwF^7dF~a z6UhJriL{FJYb>W;5j{6WKy8j?EX`Q%EOb+6#`N$@PLi^z!riDt5<7J1|ix-OG2oy3Y#rUa>DjDfrq2{ z^yu)Gl{R@s<3=cs+|-5)!irc^5tJAz6<^8?kONX9Jkle*xgQMAg zlRkwd1ekCG*U;45erbI8{)4sl%^5rT6@UDwjG-t2Q8aclE=}umtL_Ek4~UH0!ZQi8 zS3L5cJ(yK7GSoce0RT|K21SH6X=NEk2WX%kzJ5Ks;MH5UTGHs!X!vb=-+Xplvi0ae z4-upirNJWYOWNz80jLWmIhNe|Hx$`Fz z1!AuUt0dgBYF0Zq?8U37-PZ=)#M_N*$P=rp7;2IzYp;Sf64vXYioxVz>GtJw0pMDb z9K>o1=+7kF$iy;YHee-gnaqP&ub8}La>cLmoa+-JGn;;v%yfo;zRc(?og6WQoGE(x zcGUyr<@-K&A5a;%OR0ioHSIW8lzj)+RQnHG)t##Eq=${ArK*K#xq}Uc7UsC(qw= z=gvf%dpd5b9X0NCz7`T9O^DffB-k>vQ}5oI7PDKmY)Q10@7dFf%bJJ{Jw*~XomoRp zoI}#JD;BQ|+S=37$PuX$4lZA3d0%)~Q#O-#+Fz5Ak}{q;)q6oaRXJyt)RFdn3G-D2 z20l}F)m9BQS+j=CgNsQ&Eki1RJXhPy2Cx^##z&8~Vz1?w(o(&3!IXbIjaK6Q9&ML5 zARf^>jmo0FLnzMh!fYX;Dz{u%5of-BJ)WV`oc(of`=WE5SsJ$iut%aJYr|h1%R30B zoF(`C_57pXs)CT`JHSnz6ltpEVeB#rfcBzu#adQA)@fprvZl=>(50G3XHhe!X4xv z^Y5KggMLL5dlIpSW|4zf!O6xHBFPZ^__z2HfK4?0qQ4I^B&zP2q9)d@6iG%h z%jV99DqyS!B-DaWpQK3y;7THukwl-A-n?)@3ckz~SfHS+%(i4S=~AAGmQVeGpY#Qz z;iW_8#{BSh>q{NYdXCm`YDtx$no6e?VGS#YhcLcK0)*naptB@f!ghA!~Sx^DR!vg|2 z$msCU(78c1PorC(KC(-`&PtcJlh%-z!#(2|m#Wthvwy|4xf}TEPHFQGymKh`j z@O)!_2|XOV*#wAyA#2|1AHNtBBq2!C_w7s28bSD^9}}x6R^1aDA>X`lu)X3u3Y=^g zO9XlOR%n~Dx-qIDzU-(9%$%C)| zfy7fdZi_?^5wUJ}-U$0b>*e{6;FEMYwcWMvt$uP0W46{pu~OEFV>mcP!5qXoZU7!|t@?=|j#ZK}JD(nLp zKL_7KOb6p$HvS-d<=DxS!_KJpYtF0ObDI-$o}Qwok*lGWmfdkBw+4Auk47vw8(^?O zwQD=+s-`;st+`uL-uMRk&#G=B^5EdmfQ{&VA<*+@QTGWB1T3qP^&2 zyrNz-9n?|j(sSe4&4it8B*nglpE>(?#fc+%=oH_qrNRT5>As`<)uetBrn(f{?e+*6 zSl`Gw%4Bhk*bJ61x!jAs0yq5*2)`ue^;7R(#nb2H`(h3_`)>9C`Xm^42RWecX&+n9 z%1Msk=}kWzr%jzIqK?0MFSkaZMiCj%g~^g{`ArQsGt5FPRXE&`z77XeXRVNNc8-WI z+I<9Pb#`##Hs!NGixT(h)j@Dao!F{MQAv4x4!Xc&%o2JhV)!=siXYLEAW~;VP0g|l zF-9$Zje<>G@g`OSa%9@S%@3mmZ_Pt}l2Uzfd*x6X+&-l`TbE3v38XWkP_&C2TE$OZ z42WEZ32H%cu_*9nMb6S6HA;aiVuD0Qz}~3-l-TB}EFuuiRn#rnV}k<#prf4ge<}u! z-qBi1ORMhJuc)?zbo%98_cL04@rv_7$AbD2c0~}1nSTfzbg-hmx%(rYRtP|61;#IM4iaAhVB)7+A)aP10sC#^ty>KgmhgS0f?gVjhJ-xsaFYA|Ee9}3#*Z8Apf|w=b7GC@U9EO~oO-G2elO>>bV8lv4^zYU>fPIN%9IZ8Vfeca~LPAw@wB_r^k9RZPD70Bn zhb0v7Kk;kxC8Y=j05r)yuarlRb`d@4rzac>474lDUg~E)PJD-+n^eycKM{y5s-+zk z#4%U*C5w=*06d)?z2i7=tQlLY^oee?FK;0__@j!+Gq^P<0*UET?tY^N4e}O@>Vye< zy}a%>*4T{X1j2UvaOEe^R|b)`W>9Ae(wdJ5^E?A!B}`AQsd?+trWCsn%Sp70=Qx5w z^EukN?ofyeJPEPZ7feg_&R#RsV1kekF4eo)OO&A$fxRwVyEaY7Hg;jjfX;2_+Stsb z+ZP1BVA_#7K@yE)%~22wkW{yCv)W8)C&UN+a?YMPlaiBj63gC+P(|m!12b__(Hb;) zRx0#5t;`X2+_E}5ld4}c{6w6|$@Blz0(@=uedF4V->#S(H60-g5PIxi)9*jc&CVt< zWe7EunVI18M*?nf>7KJeOt7c->prxf2ciqlB!n&dyfok{|G}TDswURI0=h-|E*}Tm z#9tMp0Q+PU_zovR0LXb>xm3Z3J;yJen1VE)e;2%X;-Hg!#)%0QC}H zu;3u)-Q6^B_ujo-oSGa(sk>m6QI>pRavYTee2dmIvS>#JEtTf zXyL5nTrV!2X<=bpQc@z65U@-AC{-NSuitugb+c@M;Wkqwh$?LCTgjHt_i;N;cwK%_ zGeh3F@q*=wnDaSW9&URnngo*yTK?$%D0Yhw481ug6G+GxIo2<@(J2T$Iw~3%Q=1}q z(ID?}T2DUt6@B;Ky`ylBLi0CmT1WQZ9QF2=Mb7pDESWEG`LdUndEiw}dXP&oT05SN z(7p*l9Q(8`fU2HC{MBcK<1W6+To*jyzR(18RZ`NqY{&VNc8Nl#Km^Qs{#*s6*zsqS zScZm%8ag_@Kq1+jps<-lJyEKBD&-ZI%6n1e)qlhzq8; zM))*FJV>81_=FJcGM}{1+l5WcR$?mKrT&)k8lI_l?_v8HznD%q61+XpIE0DrBbclq zG31gnifjTi7(@+)9L4*K5K;lSSb|kGqNVt@Z64PV)#nahEh>>2G$4W|$DwjMxYz}t z4$eSqGgj{js#*MS@V?=g@ zT7eUGz{}R>ERS9M1Vl~__PB@-KpT5`h9?ovl-}wkBi}qRB`vMM2rJD2)M_*;=U6W{ z+lgZ%R6*ym{(4k8jHkdUd+^&-Vg*ksb|rqH>k{UsmKt3z@Y}Z5M4S%_au*qbwm{r} zU?4TsMQ#;paptOrBV9H7_45RdwLPuwro@U?lvIn#-*Mkc$l@=lu-bL#(4Tf#=(L2M z6;gEt@S?~|yohf(6}3hAH>tD470t;mC4Hf_=_)TjVBfkTHLVWAh& z;$z}a3#kqueT}x6S=x_?lWEYlU1DXP=1N6SlI`~Om80HAYXc_FR}g!2kcQs5cdz~8 zGm1v8ipUpZZQM_U?GwPpHk5Bm5JLk-$Ruyzs=5lThZ$n-x(bn%%39Y5r7~pkD<%&V&rRf@kd9Eb{}d#G>k`_FiiVr?HpM(S);3NBb?|1dW~;9%R>Hb|5x zHK!da=Cq29!<3AkMR(ksHG_f0xGpLu(sk*{SnTAnW?L)Gwbvs8tTu8V7^7%Sgk8?8 zoPp1h7O7gECtmQ^{EN*Htx*8AR`r1J;B92gt_5en;Ho`=op0Qg#3`EK0~r)lQX!W6 zSW|`fL~qcuI=0_EkKMLWarE}CK&}+e+Rebn>?dqD`)nUYMPswe*cRbU-vTrhMW(iG zY|n(ra-O0a8+<~n7L}M=`wtp4=;YoWcDLcXP-RJx&15XTzRi$1^67SuANJ+oS2X@& zL*ieif*f%zdtv)Gval9j%scLU6QR(<-tE$>9cLi zk8j|u{O#4Ho%40X5^|0OWz@IdG;u-nn=M1D-T({2d3fGwHhOhjCl?D_@S(w8CjE}4 z1_cKv-WpT<=~E$OA8i@H${_Vzp0obicRdmDFs#_p;=UX_vZy-+2cGX*FAD;)UCZ|f z|5#mp{Sw%;>|1LTK-3d9oJpt;R;?@U)~S<(8~%Cj&DA+WsrChxoRD671N4MyZ9EnC z;p4~m;2&wst0I4B_i@XhHhM@R^1c+CEUu+M9C<11j}@R*_tl?#y}aCM3RvbD1aKHL z-$w|WZcUoyC#Yl9!$H7wEKTZGb)<0ghV->1y+%0pr$Ip0EtYj6fsI@P8bY z?L3EBZyy7$`K!;PG%P4BO<&ya*7D~bB~y^XaOip(ZXL2i?w4adLJ3?-zBLwCw{!jW zp+1oAC6QCK=Je;dD?$K7vn{%01R6}VPEr4K`^RVAB}i0cbhIgLVT)rmp`hh(Fpnq^ z7p_{>UezNcWB`A3PM`Ak_hbO^whUdA(=&+8bl(zaJKFme8NgQTdZi$th?`ZWZxQtJ z;XF;h#ZV#IYv^fU3))vad$@O1LEQWF?GtaWe6|1aHRsdc>j@@%N%UknZ=g)Q@@YXI zoC;q3C9kM>5Y%1l>7+ihw<)W0u#s;V&9iPzxaq$4D|YbUnagAjA*32I7YsM@Y9JE} zyOIA^1!$Irr1>f|OgqHEq&X+y?7i7Y^@S^$`H(H78K}|rR0Lul-_M^v30mIml9l8S zM|-u_J}ft$T#J(3-{f7N9=j>5HZ|72rhcjcz8 z@sCwhR9cWr#PYV&J;er9qIXaI<(-f-i7u5db3(7-VDDk=`1P<@T~buQH~Za3`dhCLZ#rAkS(R1UHn@!wgKApAbv-Y%1=1*y8*5bC?#EDKEZ^FFcaOd zB!Omu82qf`v4X%IG>p*9QtCS^TO4Fp)@~9)AqRbR`y^CrbMDfQ3zi2kYHB8aTIvi+ z3l<6VQ%E*SeW`U8L9If#woCg>g`c?CgXzLcTYspR{iv{+X(wxWe|z=H^@{3Sn_2d$ zax|5KV;{D@3psM&r+evjS@SF6F+7ek17g7Lbm)SFg`CY^dQG(mRLEH%>&JGCcYX^* zwS;O&h`!h$J}7&n?fm&2$S@p(2jm`d;UgFtR;f3(~=XiY^lJK37E(*G$zU% zTRRHja3ZkV59;si+}!hU3!lo~RP18{$_jp}HV?)Cso+Ma+U{OF-1XO*@+&)I~-T7Sz zt@~n*Rvl)r(yc%5FDQMW6fQO(qHGy*z61_W+0R^BR|U30ii+@7-J{wVQkFZB@Wtp~ z1>c<;?nUcLojrRt=k@$CKNC@Fi6YIJ2cX?Z z_^%wCkseWYi*@0Go6OGc$(@O)uu7!zx^VI0Vr;y=WJmQwY2u5XX6dqJ=TJCTR92eu z@nFo;2KJ-cYMmTs_}y2yM5FWd=;8-q3j_RU_Nn7Kb{%0HFP@1jxzI0YQ^;+MF@-{m zG)4oC-nS3?6?)P;4uLq_>N-GOeF;--OmC?Wt^||S&Lh`4Da^jmpd+G;Swp*@7;SqO zRuy@^iHXThRs_!_!O@H(HW!<)2J5%@& zA=qU)r~zlZJ6L8Yce+heCiqH7MfOTthrX{kdR3ITDEzn#(iST>y?Oq8QD4IbgDQfy zs6rqNzkSrCF`}n7RnA2k>+V%hUhaFKht3E3T0s5Q@`)^g6&x;?m>}rwZIJS@5T4IvcAN-R!ngc* zyM@`d| zsj%rDNOKeSxkfxNx`#Y!AxbF@Z8EAAPo&ka^Z4O%G4r2wG!-N05J`H`l;lyVpNS3d zIEhJv^V+;+j)8sPs>C(UQ%@#)P(xRnm4vf(MO=pXhmjPR}mnr1SR0iw< ziIlSFtrJNE71fZvm8Rds$&<(OfY8be(ijUI2B#y0MPgYmMT8J`SM|gJYmCr(@M;yu zIQx%ICR-r}B~WoeWT;(42}TfrC;P*|Zo%thh@Re(sK<4&zh>@8-#(e4-Uqq4r?;8@ zSOHot(q=ou3qywv&AdFLAEoc^(SgVlqdXVI#>NVnI2`taw{K5*E7=$6wG3Hfsd_je zDQSGc&0iObd-Uwt27K7ixvmrNq8HP-8A3)Zra-_!;Ovmz4S~r?95oa&6tNLNzjaR4 z0iAjx;f#1!7g1>&hwjXR)8$^E#2QoQxM$a{Hr>s|fnIFitw)c3Pzi(~q51}&lqwPc z?Q`Tm^bqan9e0@qvs9y1)0XfdfA}-fp!NFhI<_4M_AM`F@JJ!Fv^DgNGHGyv*yG1! zSw}Q&@{sfN$aK*CkTh{vCcypxZ^@{7(Ee(Tr7R?!OM@iwLw9-&0mS)yl4W@+^Y3m7 zJyV<>R_P2Qg{Gq7dD_klMp^gv>ZN(abI+dEG(zYdd@$fF9f>EA4RmkR ztHbN!q4~||4{b}O*Yl=;jLwYQ+|E4Y$ePg~M~`B)9<1t|+%EZA>n=jJQ#(t7{S-z!rJM=ItYKzytRy3lqqLe>F3 zL)5bczZ;H=XfE=%*aD7X{K>TPD~Pf5=BW=DP$)KXqh4J-%(aViW9_$`R$Pc>m)myi z*t$_^M}D8~uWrW0Wpr)5r`M@XCH5LERoi*Nq*-=t-`&D0vOlILJtymLiAp*iq^4FA z@aWX#8T-!lZ(|}I<*wl|K4hTF=fT= zo`H^)NheyYyR{lz}i)rOma^p;BLj zln+GC)?G(St3CO~+e`P_{Fs)(7AdQTTCB^!q+zb)>OdE6aBt>THK@0c9g9DmJNw}X z>v{9`^P!FVcaC!V`rV6oC6)YY=7mcaFRG3n-G?fj5r&BqCoZfFURZZbKX^b;+0Sz3 zB*gd$$Z5NvF+qSd;^x^N>2TR-p_rT-ff_2&I579-DxtUk^7X6g$dRY|1eNR{*wVwV zwtAZT^3L*31vsj;1o(aN!gG!`zvZA}!5U_rcY>Cx4jFRDA^!UH>%^;0UAnX?$Otl; z+BZ}^TBD!lnjN+bLel-{oNV>d^L1%SNtE$2@>;(!LS%=6{n3?S)6N*|_m>v$lLg!>8^aK!7qP)|hF|PurrP(Rl7-U5td}pBzWOCpP&Dr&oywlnETxQu1~q}a zN4~cDM&8SD>}Cf55zFYgHiaKQ?h;aDv_60<-xi3;4T53^#WOyQXdtQ83>W(`*aMj1 z@m=9(oR~|a-<|Mf=7I&@#Ht6Vt`ny~^UH(F)KOw>fb2k9*M_gB%QrrC<}{&)>QSO1 zMQ5R1`08Cf6`RoYGQHoP5jm3o5rrF9p62BA!r_M&Uxp{1Sd&U099f^a-*M&eeEVj% z>aX3x3NGFiU=P)i!d08E3NKtPp``->MBw!0?M*EK0>V@Sz8@dp{bh#|NT2Vwb0dNi zvufSHmxqK@j&ZNHZE_5r+oyU;#P39t1Bqo=@Ut5Nm%eNFZWUeK!_tml zJ`Vxr;JkgHBb-2Z6VoaT5G}Kr{W7`L%i0w-bLJ?ExuU>5wOIHFxlk|fQpjI`_-)UO zEaK%6q(*8+gKiEN; zJ4j#W>Dfxa^QLV^Ifs>siOq0XOE4c~Iob~=RkQ3XkP|R_C$qU=lJ5DM04jwZ ziNBM8k~pK~i>}F&<2r{&M+;JAFDbA6L_tMhS;LbWbgq7FT?c3hq=ulO;^JmzazH5i z>);MI)Rrv(UunIo6II_(nS-~6QkwA^! zw6AfaB1S@cJUz#r|9b25uCEpJhXkZ0+9AL;w0;8J?aLI{*RLyMoqu)aIV>r!0(AaD z{3Q{Zsmf2*gbNalqR7DjiLG}UOAvr@f5kij^vUO|uZBxItb2b~8XbV`X6g4`)~sIL zNl7VVo+jX~thM!<@rn27)x91sPWlQZ=m9%R_v&R`IK#q10)fYz#_*LPsVOPO+qR8( zG5YDX7cuj=$XBjt2CNDG?oM;+iHQ!)?bbUsU)f*c17yeT?}$L{0rDhNv7WR@!Ms)i z;hyv7`{@iE8+91D)YB^pEJI0tIBDC7Eu%;^?(Py?GW|wRpjMJ<*#gLI7mJ!&zy{V8 zc*@OLKeaKAJ+DQ`*2aPLimMBFTg3hGUOn(}LGY4`cXZ)Ilew0}Y)>Mt5VwOEB~x57 zWoJhoOQ7Krv#G#qTW1A4ZEK%)BRcxStRX`F)TV9QMSGv4r3@kq3R18_y@>$%GI-;C zKD#KSNtl>H?t<6BWMUCIib&M_3^*{nm|f0a3dUAZ6kz}|olrfamoN>r`YWfV293q| z?OQ=;=_s0){LEymPKeC;Juc__wox(sTnq$oD;eV*URd9$txMg1FI zTU$FQG;|-^eOq0QsMxe&!=kIp;bwNjpj@A!KZosf+iXo`FRxqDWuIAx_D7mNGj9Q- z^|<}ZnRZ#+l>u{rSPRG)hYlTDw%HDPv$E0=FQ`TMSamw^m`-Qa57(RYU_z9t=?A3V zhFWZ~NtWP&lsgScX`x9GAQ0~*8=gFSMxG9rtyoaliY*0VxaIY!X2t+bpbcncP0`ly zcy>{p!9?|gGVYP7J$P`E09}}w6sm3DG{b|YcaxcDY(vfp-ySwF{%c(93AfpKGLd=d zc7q{a09NK;AFLpk^D?_EJE|3mOZ85dhhKnHVL0EEg0`@@SZ1fOI|432Xc@b>KYIG~ z`&FyFb)7fMJVc{XxY^?2+f39bYuet4LMr6p+Teod11Ye%|H5kfp#=bf%`&*uzk`z7iWg^`| zCsbnFTC_a%*g9g*z(IrT?~MD}E9k?A#bVs$*|TS>s{}1h)%>v6xp>%6EphB1Kw_h~ zNup6271?1dLVlQd7_EO{07Py%&=_$@mTcuX*u+I++4H7kvIqR)Xv6*=^X< zpS75jL2*jHp1lM(Zlc{?FFC;H^kTov+50d4WW7~em?Q@Ij!MsBG`8d6iBcdjVz94m z+qMD~Vs1GsWv1I_X7}gEyEb~u1i&CcB#Wbir*(OQYjeloj+zSspH4#5!s#30T(_RA zTzTd#%ew?P0r}M`A=&9%3$1y>MzWKX&_}g&j@~KtifM>t&Qj&uSFW^!@DPZw`|q2g zf^H+#5-3LSL{yiV&z~nUwJikyc6N5mP4`2UNdIm|GX+bD*Rua0baT6mm1*4tMN0oY zYU}XY0BF#5GBPqW@KMGFarbE-DM**r3Ih{bo;e4`)8vn7{5ez1_d$dV=z_VcCV8brC~xh*N~}5E6cC(a4MC0w80MutV3L zm*q6jKh1Z5nT@F4x?4y z9v{!ok~|$C^QFaVgv9(L1EfaSOYm<1#pftI_>}z&40>WQV!|+OSmzkV3Gm@z1fY8M zl-n1@mOt)N>@Gw}vH;Ffp;l=DJ7-4@3lBg4s4G!uEaKBcfq`;x3VcCgk17=nxY|i2(|vOt5vCs9(4| ztr)#0iGOlw7ETEpidutXiZNAE*%C2K9W(Z5zZ)UzIR`0Vvb2Wl5%0_{Twr5!V8q7H zbawt%Zx6qE6^%|2viNXS>rku3W$$7-wUP4nu!G5``p|A8_0rnzUQCR*oPtm%D~oYy zYBm;L49(qvkfM`mCzx|&|2!zY&ilz7;8fiJH>n;4#W}fC)&}cYv&1;At*vc`iMEX= zzx>9uwkxUtc_k%Zj_dVCd#Dm{aeI@8H*V;2)RwSJeCn8fk4sy+quLL6A5>ES7DOoZ zzVi08d76}zR06`zoJ+%{=VRb9*JG2wd-U~}o^87>_d0kTR89v0+dVbkJbcTyIb4jE zl71Jd6RGZ9&u>{vTtm!w|ERBV!~(R39XfQ_S~m}>Ly!&R13;jlOP6E-(qCT;E%Uu0 z-`5UP)0w<$$*-wF}JkuztWEKmL+H_{rF)H#5< z^Yh}ET#dSZU2INPCBya?xF)(3`7KMqU78ctr4?ALF?Dl2EHsqP(9dM+|BT%zOyelKS6xdhdXq z_x}ICVT35M$=)&|tBjVAkWtDkBqOp)Wi(_&GD}HRR#TF3PMhpik%&{tmMBt@#_#rU zeZIf*$LG2}=c3;4*XubRkNbM?6z)2v)tXQY?!k6bbwYb-qwL(=K6GHcNI&6Li`OR3 zQbSpJhsn_&{9EGz{)YiDFJ^Yu)NIn-n=7uBVR7VPI%1iVaSxP;@ed7?ED~X4-Ne=+Hb$l_H)}GQ4vicC_$b#^LzUfg?J`0 z@%ZOC+f=>P4<9;YKtAXUk^Sm->$W65kcC7Op!oyelXD32M_LbKJ|}~Y;$5}WRRH&z z9lE#d9m`&R3Rb=2xT_9H(idgk;qFGe4)Xhs;EvM?@9Y@S*YE8fZV%VrKYH`GdT}-L z&q0p=LtHY4HtwS}^Xcm$!N=^oM?3CrpQsnIr*}sIZL*vM__9LOo&TQl+F1 zV6_Khxc1PYHoCLZOa>p*0MV7y2KdKKIZjhP&fUmhyor)OM&+ST zeYamJEIRQ?xwDOX!1>mHk!f4J-Um^52e66+Bli@u?%*IpMT{3 zebWtPuMIZP?;JjOP@iI#Swv$DX*KVGj~ktv9%3q)VoWYH5WSpycdAAMzDxYYi`_ck zX^Gz6P^CLC%{wYJ-}|X!cpt`L<_B3bKdLKM7Zl1PqfQOlZe(aUnIiNzGe;&v?%(55 zzbD&(lo}4VqddiTh?YiBWI#9xmwwmpH?m4+235E z-Th3#t|wJd?2yU5dVm7;VZGzTS0@}7{rn8ZF&0KG9LwAKAP&oD$z|cZ!y(dJXrC>HVFznxN6vA0M3sD8IG<&di98c^Ugic&^`JrqL{;r! zW3cF!k)k2bZW+&{7a>*-I7Sc`p1?n&VOae63%JuH0O2VsSN89ICO&`dbQlUgf^FqK zbwj>`Y(FMPoI#VUveQu3Dd)^I&ZVhbXcHL{P8TodHI4CM+&?t(lOZ9euwqe(^yaMYBWEZ&roL$Pd!5== z*G{2^tQ#YDG?L=LCcAqdOn>S;Q(1SeB3>>&Hd44i;%c-$~Lt|`f_3sdoT^juDlK(#2hVsjNd_* z4LY9IN`iZLn+7VhukVG>cW)tkjt$h^{h z=pTAeS)zj4KP-!~P~R^Zf0r;g|_ zaGKGHp2v5Rs!g6j%(4_)r;zHj08`w=kf#r#@{X@=_$V`T64>>Sfm7duoJ&LqZ-}XD zJ0QKqtj<4HfWxKZbu^~Tx9;C&^rJxf$?J&9j}205(!>++L%HqQyc>Y(Yxs}Ek zo*slua6frI8h~w>!m?Fq9WAeCZ>jnDbOxN(Ym2=)m&c)>q-wi8ck#BJq}{|iVfBsJJ z5YT89H8uNZy$8jIZEAi}Z*vRKFC*mEcz9p5=SK+bIx;h7eq%hxqDqUIe@*_#TZ`2v z_`_U2{PjEBpF^QPt*or{F-2IYOmMI33~vqG=l1p&7d3Zw6Hop0=q{@wG0HXOtQQ79 zuGQX`BP#aZp}Il=paG&FP!qBN_13MuNqk6KASi?C;?ENns)4GqLxootR~4}odoAiB zjT-Zd8}ZZly1Vd@VI8{euz|Z9UUDa`##=6CkYKzFZ2|MFMmTdTOV<`}7!Z%tesn#T0J&@TZMuHy>;_l{1$}%$!ltoDZ=SJr znvV9IK2pL7Dnn@ash4jDt|DXs5x6)e%c`nAe%*TFJ$ooQa>Uz( z%Rn7TxAQ_{VA&wtQ%~EF$beOw3KL-J$egR7;X>N6HYLXXF2@ zA))YEEP-CNq66Ed+CjA z;58qD9Fq@4(w{YxYb|LzLAjz-=c#dIDp8};-vX4IgnpbeiVho;x}lzm&c_C#{zpJ& zxMWEWiaNh9|Y>RdH*Np-agJW&UFb9tkiUS5rQmD_$c&jz{~gCR^G6KX>!RR12M`#Ly+VRR8QR zy45sy_YW^-?slesnGn~5kKK+L7Y0v}&iPL44R7stnUEX@m&oSVxk7&`Q|X4CmSbo7Hr!1gLc zC&Jow%rUtJ2)ZjtDd$=kJdwyb#}3;oED6trurz(J5`ocpHM|0hCO;H*t<;}a>#@Mn zvJoyHAr1MsSl#rgPoO8cXuA;;+q$WQ3<0gn6s!`P=}k2I`PU?+E^TUap-Y5Pu{At# zjLY?(=ZsToXQbH8#kY(+4E;;Ynji2+V^0itd7PR;0Z7hj-aHtagU|iQ-fciD!v-a$T-Fvgt!JwQKt0oRYZ@zye(g!)~_W<&`9$W&?jp*!D5bYBqXPF;Q^F z-CI}UQT;nNdhQSaC$2+@-(h^Y?ZzP#67=G?I7(i0-U5p!uLeC&<$pRw!feXKA^Ek8 zS!=gQy%h9I-N$(U;X#8AA?6~(MH#&R;BUTLX zTDq_RFdXsk=FR@I)yZjusH*@eKMaweG@OOl59CX7#7WE#I^pubQ# zCQ4COZ8tb`a-Na1c+!lrn!iKS#jien`ZW1v(9e?1CF}&6Bg|tBL}igwM0q6Yxz5BI z@(FKH(Uo0q+%^6AbJ78>XJqW??S@TN1r_hf#aXi=BO;`rIlEvX=O+_6HWzHY2PuNM z`(R+;9*XTzjiNp!p8GR&+uWlMuT!)yj7~ikJ!gOfLLj>{3{&S`fe-l@|2b;T0EBhJ z`>fSXlh{aZ1`ysZmc_x|sULZ2V5`S=_pC-=?D6&=6W?NL9}dDd+If_lN81_K+pk%+ z@#}B*Nj6_nl8>bsg1FaB@ZTKSbY+wFE=FPcw>idAl3~pWxWn zD^@%nZ|8n|m|ar|cQNTSb-0FOD~e%gw3F9~!a3n|j8yDMn~Zd3jZB}NKXHUn{q zlBWX4HkZaE5bw;DGml|q1OGb>y(SJLJu~w>d^%7>q&TieNF>f7cw!J&t-A+H+< zMQ~rZzJ=_P2h0*Bg4I6+=g+=UCbu{GInK5;^jKI3a) zV1l;k4_K2B)j>u(y<%o3m5mH@1`Kb(!$veIN{X4_v>Y&oy;=#$U9y>C>op<}6k08u zI0Gp(cEC#@y6>>Dkg>T9fIQ^3!F)G~S`9<4mpDgAsT0J4f@@LgRv&PzjDmub7H6}a z#=HJlM&sIZ$PhJV*zED~k>oqtXkRLE(GcC@Kg|~`@TJT69yJWESA|1)WaZ{V#Kd<% zXszm<()-8NWvv$W6(38ll=8&62F$B1qjS~{$;>X3NE7i|L zzEf!aF0$*aPN@foJpo-4SXj#4Xr1ABOb9B*`SDIy6T3BdX4u-5iZHqeRItsy}`2~qi&46_WwNM#ZlMmaE!22zwo|zgi z{1>sSoh&-e?muwgpHsQY{w#{6)E+@O;qR>FZy=n*cUDz)nSdSj5+Fnrpe_DY37H6(C=(!4f z8$zk5Vf3fb3l}V)TD6c&CN#n^FBgxyJ3~*k-|wtfxie>Px0qU6S@mO4-P3p56u#6e zhwV-aXcP-nCnXLwq>yh|ueJ8&&pICx(D-R_2d4~zliXQx%Wuw&u~PJV`=SqI(MHKH zb1Y2#2eedeXwciy&cDKTT}w>t$lh@wPe3HuOXsgFR{!tf6~law=*9Jg=XQfTvZjV= zsv9!Rvg7UQALq13r`8U`~80rFhatJt*S$ZCP8LMhmUMtwb>162#a5|PL+Cd z8nbvLQ}BT=Omtf^m`c=5m8~}oKi|ed0m@v(-QE49(I0q9-sBDROrvg7>Z5n;hSfj6 z97qHj$_fQ+!rQq6{K*_cXXK&*)RDgapOCYPN)e<3-6l0G&XpS%$a=Ibf5>UWyOG_6Y@gE! z&kOlJ+%EJ8$|PthOJ87ToS&ahi4)Pb@xAEiXl;l~-YbW3XqQhG2*53GP}=l_E>iOJ zcpfmv(sCENI|kgo-kE!Kdea$M#+b@F#cb6OjOP<5MmgLlpY?j?L*05 z?p94P>=2v%S~u2(`$!j;uR&AYAuH@;Vt38$D&sqGvuf{Yb!^#Ek*f^alQFwp^|!4K z1MT2jiB|CFQExOOtgMqu7tNl%gUdgI6djmA+l{qEZ~|ZG)4sTteqyA!7gxfc5EhVl zw4m!AI%j?SO*tkq0VO8_dOfdR9l2Ct+Y$4uWel2kZ|agb=Fj}uv!7~}_cKrHDiLI8 z_l*cVM)7yQ{dLmVa7wBMne9T}D*B~=V3CyT{Y}qKvrH840hbJQa5^$qu{REj-VsEQ z57AT!Go#IChmTL=8nfQg>RCO1K#DA)K4ow6`9Z~FOb;)bYi{mA?bc_0c5t<7L}45^ z#*IxK+qG*97fnVBC>%wWve4)Q8dd*CMeAr;KV)&LF)L{7*s)d@#jefOy?@??#VKw( zfBxLWIGVR;!pI}BZP1;5aw0reOJaY(ff%!6Iq~O6XaEs*#gn~bV)1XWoB1);A$NA& z+~TlEg~81~M1SedeFUg|o1EC8q^cnH{^!tOR$OC(164bZR;T^C!F$NY>(~7dC2x@GSzUGL0Ph?)X!SqmV2~JYDzt7R&ro8i zh!&;Mz{=IVfBzMAfq`^jbCOAx-4j_REPq@+vE z?)mg^9uqV!18u&!VlsQzZ7x3kM7IeOx}H6I*4J+K!dbItbJhp1saR{8bEFCI!^cPO zN5v|e4w!9iowrQie|sE~WL9kkmS6cS=b}k!k}P}VU`R)-lAH%&1IqAPkD`SG!nmhb zo2IU1Ol1}e35B+Ak!8wWB+Wshb@#vQ*z>MpvClMQU=q}+;C>;P4ujA+K>%kv! z!lG?)8(q>52(Fj(NNR$eh_GZq(qz1^IGQ#EX5&y$(7m6b7n155jT3V`%1&dj8&0Ob zY9f+18fx-#nRAd}vitF_joy}F&5=|}+8!+_J(8+0SH1Y@1YoBD#j|9G)50(Sn#uo?Q>M&S2~b;--5dNd2sZ3AxQ z*!&WMeT@F+(swXJ;W8`oUHq8$@80RSHb3jix*MO=Vu)l6a|!;WXqFHS4p~L5D4< zqM{F#v`ME~1cM&KS~@S!ii zj@Vkc>#w{?qW@(J@`NR%7S=bNlNwZ867_);sdyV>Q2<0_vcg+z!h!UY8D8NVi^=Wt zhSQJT+gxM(Pj?ioO`wQaPDLU&q-y}UdKewLBIBv>ZV8MlQ=?{4#oEl1!>Ur-!_t*23+%JSMis_>1 zQZ$$-H6^%?s%SKkQAw#(g}fSX0w&_TPWCz9aW9+|-!`Z@IF{V-!7&AZPxhxig7VR~ z@Wua3tum=Fp1kq7PE9>sGZIO=?f&G25Datxr5jU8Rf!`-Hi-(S@GCw9u`enez?bvl znqyZPDM7m?*{dQV80`V>&(Yq`QXq?(-G?yc`_~Awr%9$*z@Vrr{4ws z0I_8S|Eej^EbKqi>}=R#Mn;Ze1;)26Pt*AJS}=#%f;l{xm~!XOG*B$>-cti!LwEl* z1pO~Y7gR;GPn*9YrM0@}0Ko=Gz_>L9s9VNMoLq}jWaaevf~+wQB7311Iz1v ze>{bbyTiqwrD^poaL1r&c#Sj&fsrw3e1uzJ>rTI9%JxX-T$3DkNJcq`X)PSzDa`B} zbMa!CyQ!M!qGA{NDNnr>8L}u@XjSi9tp{164Fqw91c8=tLbsI7`ju+b~SvR8)qt z`{~();39;m5l0X!?qb`1p{e=gULCUNec3oC%7;-!$)y z(@xyYFp8K6e1USl|8xOG1KWcbe@l-*_VW$YGrN$aUiw3nabs4Xh55|BKRE-1l0b<= zVP>G>$u?9B=i1@sZzqOt);Ee9g&aL?PK_5#)nWPSs{qGbyn5AyQwYt&eWmr>M06n( zic1?S;JXepS3z#}Q;*x;BqQde&qGX)fsXpM|9!#2%{zbI?`cOYTbK#>qM*1}yQHL~ zv_vN9R! zib>F$fXP$8H(-@~e>QiqEqPH^iJMmT>~wYO?+sMRV&H(ryTvn)huz13zGqBm>y3N5 zWPNfZ&`e#LQ3gK{(M(Yc(Pq`@5erZu=USkcZzzKl(mmXOmb_?ph44(SRH;rvi|`A> zq6}1!3?I!QKp%Jj8ZO^nGh9K7Hk1vo#h)q-t{lU)=!K(Kn8$kW_go&y;tY?9RFAl!(Q zWoSdC8IZ^=WcVEwwV!@};_evjwx%C)YgrT^(tJCybr&e&OFb(hTjC`6Xfm3~vi~Ia zrKk>Q@3e+as*1pHsO>NWDLcI#Wr!`ql>Z{Wq`ykgr@eg!Muc`Yp$xt^$4hS=Q1ow>RP>_Oh<^304x;V_-24YBL^I&&^ zABhxxcbQ~IAiXTAM5Kv?e$Ur2&3#6DxS2Zuq5*y;gf=kmY92azJkuc3S)np?0figU zcAco;0s;Cs4wMfxD%P0Kq3R7=0k%Pzod2$FN^QU{w}{x-TO12wq^3-fY?g+-0DE2A zc-5~Ohm3@bDqH9W$7dN7mP0|J*lqA9i8Fs_^DBU`><690_9i>&cJx00OzoLXw63zm znh_jbp<@CGvO~yfHNuv&3)w|`s$5?F8ww$~$lX?2x4E@k2U$`q zDlPGx;K zNSXf;kQ1tV{-*xr8?k4v7E(M=6Yq~wo$sdh@Sn_?O(hc8#(CRcS*VHlBaGKv-Y9=-zKjIkNt`?HX^}HDmnm268*Y=7C&7EwPfW z2Zkcbl_5Wzwt(efu-<^68A5<(j{oDkdv4acx2t`+5R=iA4YjE_rwLEbcTMr)vyH1e zNdrD-fZd?6gPvu8O73R{$E5*hh>AM?*|Uq*XHR7X6lP7>{3t!dVngq0gtke%2>hXr zAUgChH!0=wc1>4yA>VV!Zf9^D7E*jhr)Q5iDjD?jYkG$eA+rb+9kVV+dn^J3`XX1G z9Qo4vkFe+qVGYELW}_n4dBOn4j47c@D+xc)*H526-y7ld%Vp~2f|_y~!i$J1nqe!L z{J}pwG$-?BR45#}+})6|9)~{DQI5vXdQ!E4aVEfBQiL{c(K($PWj&aP&@_Nu3@%ec z^mqWhJP60BqUrfeJ+$}=mTAzdl>w8DWNsSTWxB6CJu4zcgXgB7YFxw*F#)ThXPtpjRv0)yAO1J25fM4**bZrlsIPCxzD9 z)zf@H&IM$N9q5H(boX4C(KG=4Q8O?B=@QW=kzde--eTswc}+<_p_#aHPhl+|g2!L< z=FO88`yqmX+S;+G#0AZ{iEr=V$&-FiA>vNt&IO%x?fD_tZS`iO-$2A2W_Q>&9cd`Y zms}noO}E(0GCf76X3=|>s0W6G z3{^F1`f&Q1+i>Zk|KYd;kf3Stc;3qR&P;3Td%5FpWuSc$Yy|t5BHoF4<(*P{R+MJh z&sO_2s<%!Scu#skChK0kOP3ZPmynwc8a6BfZd6^?S%JqP5)0}AsppvdcboqRi;TP% z_#e+TPw!mgu~7#Iv?G1SqqiR!mx_oumEN>=oHovd9!(K)z%pcN#l%-@5mW|tL4806 zoQ>Hg5F`D~n+;fGtCmgZXlXKm%)o_Dk9Kh`EqD~XkK5xWpuKRGUbzUN>Yc~Q5f83J zNxc&-E$NbsNNWU6X5xmX+*h$2#zRbvDApv2=cvCw1LD1}oIe0KkQc}?Rkl4XOgc)g zdl}{AF`-HOepzG7&ga9Ak6yh)4^i7_KbhF_>GT1Y?f!{kIio6Ek)JpswZ3kP5ZLs# zyC^Ucii%yPd#lUcL`aatzaX(mC~MaIBYL3bOy=|`P5slN#~~H6R5)+t?k<0};#Paj zFFa*llgpqmp>xnHcy`s58HOs{uDO;A0a-DFLjDLJjLwY1SE~qY_0}dA>f%1i)sMcW zAp4v4@)>WXkM^X}|Nh+pQb7SMviSDs$hdv^{?@%KAw_Lgt$G=;)L>y>p>gRWf*Wrd zM68PB8bNH5JhXiKGrmw6c=O0RoS=wi!N^@w`-Z5Y3UPRxGVN0!5!J7HEC~!qZm6ezV3)ewQ3TotOIuYXU!dT=HKx&S=TG6TL!t>MoAL3IkLjEs#NJHIz zt{9mH+??l0@hY7oNi_IB#R;r8N4`3*33IqYnSH~VggihqdsEwt4DUe7qo6ESSGtGv z1esknXgJb0Ln;`N67Ve-q;3r=It)M40wmnm-~vE71&ttONUmu?;QWVJ85AnsG7M|{ z1h9{y6Lr4iQhH9hhen?w|w7-bzAtlh#yo<(`Ji@TT3`fbRZ z;&A32@GBx>V!#p_A{lob-K!MshXngGd0Es7lv}Fpe3@c763khAgP5*g!+wiMN(wF% zR2NsVf)lUPU}H&{gbhNLz4JBUg0on!`k<-=k$>$m1< zaRReori*zAH47gY-z@dkGIEVdyYvi{VNx;xiX?;1C_l<7D(tGpQD3Od_c5JXkS+Zz zSqRAG;(w1pwTFvgq>_ChTbe}o^+jD{JORS&nkc&U3ttK%peHF*tNSVysGf`&Jk2f{ zqG>-A;c1|qm`ii}wY~w)S9F035#RLp0X@i*g8<(L0gN{MlFfInglwAdT~o{HqvQ^j zEH>)wzZW9!i)-8LKwe%RBZl+~Q@1IWX|E*!fH=9rcjde#OWR5~3_$*wTbUby%c-x9as~?< z0n{acHO<>DYFq(IsJ~cnW@_k||5D4;M##yU@S0cYEY7KrAzD9v%4Az~ZcMBb4d^;z zzz8bn?)^OR=cy?8>qS77t z%3v0;)W1kCz`WnU@7&;i7VU&+*1+T+UZcFx;hN)M%TOXjL6{p#nxIpL^Q#KlY%gLp z1diF*hpi}1B109rejctOKad^qmbXPn>uApLgg-wQ@uqQmFNv+uPf@c+8G1N!(;&xJ zSDTA(alEHn5;X1J1LLbzK!qh06EwT6wfq;k`Lv9%-8*_ zO|tNHH}h9rfB~o+$s;(FS3;YRU}+gTzU3KMA&#{ZRFP=v}fa}h!7N}NExt#=os zaTsy#KD1wH8nK4#h8>7^(3Rp1@eqqG7oLb{DFWHSg)0`j9;sP4dQP$bh0^yaHF5X< zDC8FQ%CSAysF-eQY)zkeu~{b+f&DV*%Cu>ueIZ9>gWe9@9!IZ5Eal%?p2gY{JCVq! z>2zG%HxRkUgZEk+4b?`m*4H^X*?EFPsta)cW7ewI0AmtOTU|MS*8Vc?u7oGsNeJ!L zt5^E7XKlRI35h)MISepXXm+m4d1rP56{T3HiEM%2L1L1i$Am%3tUZ4EPIx+G2U1jx ze4933O=mb_g8BTsP!0#yxD1d8ZVW6zMrLWJ3Izq3Z48!`(Iz}r|8hsqVdMES%~2Ea zvu*)y$@Cw|c;vUD@Jj~)k=#NynS^0Ce7EAFk^&#A5uKKaYifB{owCdOy}MMh{a815 zthUT+r5`?82WQ8MpVufWhIRJaCCy=_-@F^4;U`n7?Um*u{*shOp?yFKaF@5?yXoW7 zq?RnzUypg&(mGWb-R}Se(lm(2tT$HXQ;-EoCyv_wh{O6-R6^Uj8uf`iVT? za$9ES5llB6)w$TSMf^>z=U~S5>)S93Fb?I2C<3MBLY6DzW4J z;PlDCO?%Y%^FEY`e!6|KYOwS=jqd6}8cU24@YPPZ2JV#hw>8Zd`>a^H^l5}0)Y%R( z>;3#j8?}QL6z*5|fUoaOiICp3mFAiL(Ux7TWvh_Wb(zqG@7`hD{Chc|tA@Q3#00y_ zKHjB7(?+1;K^xrRh-UK*Pj7nY8hxfdp$Ir2@|c3BEO2;2)cXx{7xinqk2#dbH#>74u#4KkGrkwBC=1?R#{$iuUbtd&EFgdYma_UQRr$6v7Zm>4?0jtJ*{P-7EOhr+ zna^xJGd|R0!YXf@j8^koZ`nUH`&2&@?SK^y*%8`49jCUA_gt~0r^%d~?VB~V^!8s= zSzCL(YSHEwX9I5UP{J0gymbiWKr61 z>WhSb$g2;OV#(>gFQZ6YMlUKH-NtVKRgrixWam-e=WU!!!au`lY)`2IB19KYh|K?}mFu5Q2oPl958*Uiw zsn*@RZJ@ivVdCZG#R$p!mr`lSFdj5w{~)X@@6}X#PJXns6F9&s?hhf!?BKO?5l0rA zKYkd5dKe_c2djQ7I+k<_R3U!FS-qGnh;sP7o78Ly$v>uaov_^(?ny$d9XijcI@ro$ z)7P>1|EaNE7J7ZzvB5Ptar1hN#LP0ip*tLpz06S(VH^Y%*<9;*Z(EUct{~mNm4=24 zmX(wb*dyPeiA=v12V+Qe#5QgLZ1yUsC0TyrH4t_GlP6xFjvQvfqCHIx?{Hzn9kbe3 z05qpbpeL8jh2j`YI}7FQR%i>YMMUlBv(}mY(*T77v;+X!Qq<8z-+An{oWEwfnbDd- z`W^}vDh+ZA2}1Lv$nJp(1!T|m`fvr%bJb2G&ED%38()Ds7rT9*+%EvC{3C%9!#am1 zeoN}}DvgX+P@(V6gZSoRgAbTyw0HrnE$IL9_nP2aQqNw`=5mlTJ~20^-Pk8F zVx`R2kGyX`2E1kL}H73OX|^m5pABRYZyrnrwysQm|S3!=87qPFgHS8YO#!lB9D z;ujYp7dz4)+c2wqxQX+oP6*ZN&i#%?*wq>N1(eEjVB>Gmc)4$1bIJbn6Yp}t%Vc^x7K z38(|6&eWN}m?1wYlsTY`z@J|X9%5drifn(_w7A4?Q`c0T19YD5SvW!2wDa?tY2>*9 z5am8=VLs%-!tw?BP9vvdgOQ2M!uQtL1`tYiEIJd0T39; z^F^xabcte%JNhO~Q9SXV5_tkj3cA4Bi2&Jw-=~LoaCd5TCxrM~lZhe`Z;bpP{34-@ zJ4AHvK`}Nnigj7HtAGPJ179_-NW#y zB)pLR(~)n#q(l4W+v+$Vv$^|o7ivU2R;MXmw&bmjm3#x41?^t9RpHqejjy2<_67~} zJ8f9N**8Dh{$ZdX3}16SR~c-h=rp;(8QGC!?^qaRh80*A|E zBCU`{WBCr8fJT_GQ<`yw^gM?sAMJ)TEdLiahJe+-?UOGG=Bv-gz08860U=$AQB15i z@9cR4d5u)eLwXyGIs{C0eS9W%HfnRg1;w(DlAD8Jz$$AHV<9+jW{9*m6?WfO}P0urH^WKy!nnf`p#f4$N(Yi)4jrPEAS zg~RPg<@7WZ>*B)}M_0tGY&wdq51pHI5 zPyl z(Eij(&{d=)`aq9gv=@t!ugdS}AIRU|5Cv!< zDJ`wGvJ>{YFJE;cRf|h?HfbEJ6Jz5=nmBY_?fJOI?D2t98%BK`PEW6*lFo_v;$Qx~ zDy-&6CC(TXzvyosni?7z<Kq?QrTDDne15OA04cKG87bzCH+xjg_FUAASv^ z7I!4a39Lq+vmdFiYrYAY91=+-*6FH+FXtUQyb#C?N2r~(c~(d#r;7JiJOeId9rmj( z8R}S&T=k>{wWlEVahd#y)qaYPKH`@fB@+=u2x(T^WQ~I{NjqvF9FJKz;J6`9jg*Zw*U7 zf7!br+GvfQ8#$Na2@u=dXE^ry8Yf}xxPEWmFA<%|-Ip8(Hn4yagn}T9bsf*$ zDWRTJTmtbTEcN2fc>|7tN_i3#Y|?Gc07;2zm_XLvxKlXJ@ysf5z3pNYReNMmMLxYo zt$gCW(odW~D;ROp^Q*_IRu9;5R1MUoQhaT!T$MCxM7`zk2mP@DNtMG}l< ztrLB8Xl;j_kzJ}?;Sjh4UGvLvzs&FJX_EE_^_>s`Fv!3acJ4#^_m@%ZV$Txc2S^x2 z4#E!^wL=F)6(%`dfPoB!IXZWk*{Noxri#z>{&3)yT#IaRhnB>Lh!Yg5$GSCmJhP7DVaKRZc32i;dw8gHkP}^`Gzhg_)+jLx zt(BD2c-Ed?O@wz4W|sJy*Z$>k(>KlgJ+{JbHfSKUy-Eh98;yZT}qi!vSW>GE6}fVeD9V0FkQ02*{G5He{~1 zA2d$+yLMFSUX(v14>zK)DaqfA*%md1wB^ZH-cP$Xq+eWj4D-J=*|on4>+3`$TTm;8 z_;6-9qZS%ED{ip)kCZ+$EuKDqz&(hfNK&3La?@DQYnV=~NgH2ZO!OgDTIHQR+I#Ic)|V~qhIn>+DmQD|^dh-B&I@t2 z8PMwSx4--x;s1P+ZUC(Oi3#pq_@fyl=!lm?lD4(l8fmp9KiX%?eHHa?uPeH%TRAGw zwe2PW4Lg$L1_PN0HzjNb7@GJVq-sTbEm#ZjQzTQpPzr*1;-I^F#7sau@b??}`62#S zEl^!bLM;U<@Em_#y;UnEkS91{pKZsSml3epNnyM7!43bao5yMs$b$B2uOM11Md(2p z6f)2A*7Nub68^H%-0SO)Y91wFxEVh}v`joBdxJAD@gx`p`CX?Svaz+jt}#9p%s`qJ zO%2hgJUARaB$LIsC^l`wor_dD!|fX@XxN-R)8)!kSuXrR189KWoDl6hOllHG?a_VY z$bgl5`oGN#@O(BlmE8kvZolS9{}m&T{BR05c1*-0;yCI!Q;=0cr&I%X$(T{J{erw^ z&K#hn^toSUy=?ER2K=mXJ6kv^837ZKn#E&HcPQSO1PkX6T+8&)}Z7t)N zWR7@G15z>p({GsieJZU5YNbovl#*Xxyg^4a#~2f!UwHq-N{X3-Jt;HIWv(+FdhV9O zVvTXJv0J+IW>qzn=+S^NqxiqM<7O=ERCT-`b_nz}mxDrxU zY)l4xLXuJrpr>kNmxfvZ%)tndU35HdZn|_?B6Kqu`(%SrM`J~Oo{v@Ivoa%!D|EkW@gxPS-PyJMDjZ|q%|xP7TxQ>-2~f*d;OsySyh(*Lb@y z*-QxVlw$wd+WnlxIYD_=8qK@!p^ueLNpull686S1fPwH5FKWmf+fBVj#!2%~-TBv8 zH4L(7RJLjySHC_X2I5x#qlxeAQuoh|ZgAH!GRw4GEC)lI*el?e2~Vs++u7E(pl#CL zCvGl%{3R;STra2h^l5iKfaR69tXr$cS>KJT!du;c|Dl&9U=vMYp@9tnA>ZPrxQfjZE@8u{Tf5Z1U-mruWAo>2ny9+P zStZBH=e4PXx5=`oTvE&YaJsbpOejDD{suY+1fG^&`N5^Iw}&V9`h_BRj&lqz0Wo35{a~!0 zew=U_T)K!{xb$dkJ{)Rv-+Yp}iu3Cox?AX|U;tx`Kf>N)^39MWNWKwtu{i4xO?m+V zitgdDz}09jPA+QlY~ZZ(z1!eFqT+7bK6^d$6^Y5!{#Z-PD@&ZKl7nu)^y{4d4=XP} z(>9N7)3!qg>+_TC7G4MU=m4+%AT{pWi;jmXJ^40%gFsVEbJTAO?5f5B@IuF&d z6p-B2j1?Xr)V_=if)HT3!9=sNMg;KEh2r?6;@Ro;z4sNZbSMb;v{r&r~>dai;Sg(5!5R206UAsEBO9Z2ta&2N*P! z3knKQz+Pt>h0NlTpbzQ!fyG^ecKy_o{1Cd&bd`*kW%je*5CD6C9K_tcCj;7kE-oJS z!^m}f^0(5g(%fg`)FKK}P7bp(4aqMruHH}GiA~0N{NBr#b;QFpmm^~f{{_+8qOZxB z$aYzYc>dK}w)6zxly7V{_2AW%uH(0kR#H+DbX8zrLI;FzMc->3>5X2E_#tl9gZQJc zM_yj@Dq!;vPE^4O)-7-^C54DtqIR2Oj!!;uh1NdD%P{QXCjf6*&m z%CD5G7l>!T)v$;m3a6c;N(<=1PII0^SjuDyah~(@k(g4U6E1zSDmg1=K8McM`r0aP z1TVudn`Nzg@95+OaU|2x(K~$DkGWUOIsz{7C9(Yg6-v~v$pYdC$r)8=liw7S%x2vG z!Y9Q(E5pikbd2e%tVT_D8$>r2^Dtp~WrJGB_lHBN1G^C?N_(6RkT{Ul!>}JP|Sio zjAjNcY>(jDmP(Vac&r#Xo!f+B+gtogFd0`4XN~we6rTm3_1tv5oSVT{mAf}!{SjA4 zy~M-WM+0%@%$ZPR7z3O`3)5gRxw(ciRYq(kElr#bY0SA;n|V-!-hz1pM@<`>SGPD9 zWH#s2{#L3#e~AeM$KTxBv0KMJ(jS1*{VF(@H~Whl^di->3_fpps`;VCp_xgSYLqlH zVIb?Bem8Wh1F0+m6*lh|_1**k{m!?(A&b-Mss}T1(LT|*ao^^d2 zc~4~nBq0hBBCAzGUq+q{sr(fG(++^D5o7P2wajb7lMyw5Gq?^pQ{8z?^^(!(0HM(8 z%AIL-m)Pm+q~K@n*!j+P9eoAyFDK`RvYXkbAB>3wz;o+u*CWe88G)AEVl5qiPMo4S zt~fONSQW^aXtJK(l&B<*%O>m!{vJ2zaP0@X77Q7e_G3Md<&D3m>y|ClS28ezvU~SS zU#-2uHKcB}wmVi!od($knY@l(hU#@F&NG-l8WBi@gz~5_{Q`)yrZusJTWFq}?M6`t zZj_y1Kf|Qg%ubU)CNneDHrLHCS`OT$rC)$b0uTLO5S4Jkp@pIC@j*71hoZ8GO`#p- zU=i{@rQ=kPHF4+29LnTb&o^|6XnUoSC@9c;YO0`&xSCEBT3%F}4=%_&3G>>L-hKLv z{3p1@l_^HbDZ4xtJ?AhM#`pgBoH1Va-**yA;3c~Ug2;n6TuT2^T72@kx)_w{jr>2% zv>y!;hGTutfde1?Hy6YFaU_WG0~})~D_LX*f_ca|hfue<^H4?hI7IkV7?3IeQv>s9 zH8Sh{`NSi83undlQxK^H`tsM`zO{fwu(UKdC594FK%iOsKjkCCqb`h$mQmSAI6T1a z1a==we9Zqj+7S0;Jm^7|oc-#{M2@ncpEii<;F0ar3(5#j%pPA~Du=1=R#u%Smm*S)p!C>Eyax`mL0gRO6904Z`i^DdyPL`#en+;oIg>c zrtTF*w1{R247fS$+9ww%Y{|1fSM(3cDruYfqfBZ@CpY7-)x1Fi*@`hGT0MIzQyAW& z^uCDLpTp+j#^+a8$|MOClvLjly;ViIFOI(dnGG`lMd)yaRi*H2v~Zw#?3Zwcz;fLu zRP|3O;1iddzLcqVK*eYG>pNw|QE>3TmKWF^&6-*8k2S7-A!~3Si`o}BTNXVx{=(H7 zM+vVysd@B4YJsKRSogXUD{W_f|4g$qe1nKQWtI#53xF5inO)rJHpJl$aE{o2BGlPM zdoKM|b`MmgWmmQ7*j7f-%PHIw=jj#UH6Hh3mkK8V1!#o4-&icKRl6fh& zu*1f6Nbr&?!p_xj>7=6zxj*pBmbvfRt-6pg=U^S*d2DzwUqW;dh$Zw!VrS*vvr#I$ z4~@B#^iE(dfajZT4L`4Lb-cL2=P$~=7ev+@-;q29q$|U26!Sw6w~2C^Lt`D&u^iA7 zi1K0GI-AmefI}pp(C4{K>0$dtCnUw_Hc?gt#jI6Vi5caAmt36TR4d8t>X6do4jy0k zYpFubyzf|Ydg6P6K9J!~daJ=OW4tGY>}uS+X+*ydd`0n~iYO70=lSbz$p7XZK4-7r zu7W-SGBc&1`pP1+C}RaBe_;zNUn4Sz@y^~HzL`@U#UR- zyre}kAgzFyzu$CU^#5`J;2Pv}a^c3*?0lJn4w4Gdx7(TN>0BhPAsL@OZaVM(E$c}p zRW$n03x*w^U3S`*KYYl-L>5(3`pd*jBzOtU<2wxOUi0ryE=sx$Mp;O^+J)Z$~{Z1WwTuL1q;FLMLu10h{Oy-kJ zmhpuMt;je+TfT>y-jHsd+b+iU!t$!IcKtSIDn~Wh@%-z_Nq5|d^#K|Bez#}naaCZ@ z{&6j@v(e)m0ad65sKQ z!bD}W#1^rCwco7^-Ro2C|4RUgRlC993e4V;4xacdq{ecVQw!oA-HBwpyu^~s5NhY> z2F+x^dC&G96WVyx;`!so`M>EHvKnKo;+4dkOE-_YLR`N+V<*r`xwyCt?IFlFeROhY zu-{oUH=@ja^K!J`}FDf->G?!`NulIZHy6JI)4e-$4(ZTxQki)8c5jnAI;DOm4?(9 z!pRL89X?L;&dPaR3 zv8^h9GgSMVL%BSKiLhu0ZBV_aVJM^5M97wwYZ82Ee*+cuvTugnE*7XqydE^I^!&bm z!4s&^GCTLEe!^EDggz|ut`9&F?>FLT55;GZ-*nm&Atm$bY#3q+f%%#}XAJji;@e*4 z{aT(b(VD=Bk#Hg7bo{`|_!^yvIF zeglIDy$&@I2+OQb2CcI=*zhq%oT)p|X_ViX4wwaAq-+@_1^b>TfKY|F&UbnHl$IDB z!k^!ZnAztF?d;?G=_`(poR*nJbPR5m-TaZO!KRuOgg>&<0-Y|O?yyXf^Zaa}wS@(w zS~GE*`3DxQ9hSc);Q?gRki9EUQh*pd_qLqYqB=}UN;35^S%btE_gsHeTS3F8rx_(| ziWolqJ32;cFv(+Ir8(QKQ`*|&)tE;~QBY#nGICW;9$5k8@!Y+6?eo9lzCaLgb#;yI z^jE>XqWVR2*`4@fOf^~i&t>vCMjG$hSoRZu7QBp&Qq1Ko1;DCI3vNgmHREwjzqy4@3hx>h$&o~_{+&rMEdymbpfXQ^?SBb z7#jaZ`e$wyvOeFpG^YA9mU)djIw+!>&}vI<0fgVMmyF4#vmm@M9>`c+EBtFa&nz=l z%npD^MJQX1LFooBPW6RErLS(G(!BY5J2!E@QHW1OvLT7AyseJxk=TuMgPlv17d5nz zC=`x7u_*Iec*C`}oFD%+m6Mw7%@n|ngr~lK^ih03Fbq%h_fmZjz%b)|YLs3TDiMj->eah< zo8W`_bwc5;U}mL^)=^v-0xf3i#BcEuNSGK0Hk*}DYf{a~;b(ZAfWjngy+Y93AKU(i;spS>~Y zO~QvpSMtJWn{k!h0eQ5JyhziYU}SVx7^ahj-yIKXT%NOzVyGm6jW4QN$YY1vq%Bp0 zK^-LqwZvRQSX=b!dnk*BdzBMRG~h=ws@A`%(`LUL+8Ma%r_?B!FFc75IXl^PBkcQW z+6-UStqTpRS)ygP%g;6V+@IpQAx%}A&)%dREXo@?5kWU`7~e?;>wf}&Ev z1jII-l$wu>IC*54LCf~-?_OH)=}lJ%Gcq|ZhU|$;t!@e^%dQa}#X$lK*ne8qmm1&$ zGHWM@FXn4GBRTrW*4+V|U^w`gSl*jI{^^oGu@35RwA;^!rUu<#7^DE=;|)MMV%pF@ z^A>uqv5jN8Kfi?YbzSE>Cx-9EQ@kWQd}766Pn}P{l2pRD zW?9EF=|mD5a5pfvATV94c3SAXe<YyT6q7UB>xw)S=Qpp?L&<7AHEe&*(8@nE%rm*Okl;9#R&!`f-kG`l@i$ z2BJm8C8pthKF?m~Vky>v5XJV79>+vQ8B+ZbTkzn9MVI-^NU@Atg!y&uIZceLj6J-u zX{AT8FY1M2;cNZq5a+z#`2I=s=36cFM_B(MKZB*BOh$an zzjwgGi?1lR`5kxQ1TBJKx;2)EG`RdFW?)~9Ovy7g_TIbI5KnBM=_jnBTO8fcsI~uM z^a!st%LhLgg5w4@)BB@d)RD!)FLMlI2D;whb3M&zA4^BF8pQ*1e8j#(Z+Wb9Tb^kw zI`8B*UO(p)PS^Bl->%)A2dQ)Ir<#6hmN!SKK}}URcsmscVoyk?ryIkQ7SV(4X1w;s zgONKJ?7d2aa6c_&l~I4Q%Hsp>0O&{-THOAWAFjn26Y?tzFYXuslGA|dj{T_Js*%gt zM@9{8BA;&h@UR2of6R{`Y;rcW04zs1Z8_wS;dkBM4$a3r7sbP`UoIb1p8UxQpV$m@ zf4tehbbBJE!2z56^DC-Ge!I?FZJ)|`=B`se0+-Vq}Of+!WBDx0Ti|o`}qE;d=P-_&Fa>1Xp+h3%8MCFum$Ub*L|Ae1Ju`>dR?|8g0;b+TzO49!tZ81VB*#@(@8c_cmOEU04z**mip) zd;pQ!73ccXOFknBX#TQdI?@&BRpAezieLk1zUi@+5W6cX4a2aAQ3@<>%|8xEtZ7o0 z_x8KLRKPcx%u`=m>Mpejp!+^*Z-NH9fXkPRj=E#iWMksh|Iqq^c@2AW)S#mE=M!i1 zG&v(CvN02;F3e=o2wm51an9pqu;Gq(&^%LEUQscT0kcAbvm2Q|*b@9+lp%4O5=BnW z47vBqex_jQ)2Fb!s2Yss_AhkU(Swp{Yf4E?j|=)heMKI&+38oy?=AyC{ZB_g?(!4k0!Zs zi!(QscI+`(?R9M1GmWE0tw1w(Jvgnn#IoGc(9)l)Q4~qt0j}8lCASQ|W0f(~YMY?h zx!Q0HfboIQ&}P4Q$YTDeNvp4_Cw0?Pcevt;T@PR79JgRgam-tFFd|U{z@p{<3-ZCj zj6Fx8Y`FRI$0wSg7PvZmUe`~X>j$?w%Xfnzyw1YRW_kw-mt)UEVo`&OhUV$rP``Z8 zXHim`s);^W(i#RN!5=mMMCyy0Z$t6=qu0Oi3o8$8R1n zJ?r}-w8c*%xz;0OklY55XUg;-0vHg_r%g;gvb=rmQ}d7Sve!$tBc-V1+)zapx7M#8 zn6`NS?^DA_G22N^{1yOA5M$sj>kaqw%SF1$X&`1zQWK7iu}avoh;|~**2svB_Sz1i zk=QSY(mP$5Sm#icd^{rBR%C~AMU;qOno)cWU?gFixNhPHU%2l!m)nqA?5ycDte8DWKOuI+fw%L zs#5LWx~Vv&DdR=5`M|uP0tPRD%*YexKOB!SpR>8u>0n*f3hGy&&PJ5iuJ3-LBC#+% zD57DM3zY>59#qpeu3z`G%gw6LVK*VkcKCV{PD_-x&ka@u3wdC&hqh-7RtTTX!G0raW;8m9ByvuXxde?{1 zH$@yVW=WSv_B*yccW2eK?ViO!gNT~sGP?~tETiT{3y2$VS^4DO3q~~jtT=Q`qj^p1 zE~q?tzSI3dT&r&S=}C&7>25}(q)dW99q68j&O%0r$a`q_PrqiZh&bHcWNYs3&Asg` zS^5a2zx2~#0yl?3I;x*xL1t&|bW&15GV$6aJhser3|G}c`o-`fxr^{#N?aTTA^iuL zh<;!DA@bA|D*u&_uKwktyIT2+>XT$*%KE%O&tg}ZaMPwJ2keu6Q;9ysZmBL>e2StW zWt1L&#gm?66lzM{>vzD>5FKK(bg7tlMU0C|Mu@(gZw;RJIZ-`Qcg_|6`uu;^E8`FI zO^=Rs+Pcj=_fypBwd07)2RwXzw&tn5?$DuW5AX+Wha9MbjdJNAYG> znFF?YD%(0Z_@c9tkzv$na?&I6d$3C(D&Y>F!78Y8^EoIZ)KEKfvo0k#j^;ueE3u?m z0*IO@C_l5CNtb2u`Rcq^BeG}dJKdqsLMdgfeg%LOTvU`vspXp+*)T$(q%({^TEtbO z6i~6aybly<37iR6BSleW@FZeB7~WD66jts+eTxNik7>8*36}k?>l^I&7ZC$fWjdg> z-a%i<=#$Jn+ucGq=!IO7S!Og2Y>Fkg6RDzZgOa%3d7@3Gmk_yqk~wC^b-V`6D7Fb!u>t*6|II zeKzM>5M~%oE9UGrBmK=E3!cq$yxt;8A_r;tP}zurojFuKc6%a>*c~`uf1OW^t!aZQ zMKpU<*)$BJ8G3`*WgP_%M-TF`_6lW>Mir7>c1czJ{a{17&K4Uar5Ak7tStEd#!$GXqEDYxP}9@-EaiFqfBV;WuLl3OunLT;lXl{C@id>&)3b{-ZFsdLj-kc#sGJTqAfO5f^C+Vu3*1>voK!NpNlWgOaE7xjl|h6x8bukh*UUxcV9-4?>`8yeZQsYd*!em1QW??h-9 zL#kj#>63-N9=eZBu=Iqg*{Ml9ZMDi^-!N0V$jDg1)cz(Ho_JGmygLRYcO=xGKCfy% zQ_h<7M?=YUfst^XNFFsLe3oZ=M$Km6L#9R9TcWDh5=fpPBS=gYeOf*$WSKYB9nHV$ zE*F|xwQ}U03T?{QzVu|OkP$pR+GzbHSR3uS)k<>w;kynE zc}wjTf%6qk9UW55GFeUT_;;hrg%8-6ImsDx)WCqnpB&i4kCyzH)b49h%fD4zUk~M> zj7(elhy8!cURxX&HxMfadQkMrqF~ja@F)XBdWK_Vl;WzfEk~0J2BQ`byuAb`(H$sX zC$k0t59AS0EzqeGIxX6^v5UsdfS&W|xgoPtL(H|#&yczQ!07Upg$ouiN)$U)Pmmd6 z)?HN2=wZOrffQQ%GRaWB-HXp{xj7Wc0YUmEpD7F(zlTmcaR}hH>G1PeEnXMs z88L?e!~XuV)J=f9Io%l$A@GQmGY}k;y(R{<83N0vaaknT;#&I2YTJQ=nzO>@;;k;Ju55AbC~JpBcqLd(N+D1;g%%Melnn(3fr_vJLcM~Vd8HoVYG}a zFye=&CngS}h21Z5N_blg8qE4zHTIKsn1g^iS|w{Kb&|+f8t&hBge&R-cbK56MhXbp z_dj5@w84aLW3eFYYR10*z8D&wBr{XTs1z|O4VQp8ciAxIKAhf2@kO3k8yLShg<*R~ z>baCq{KY2VJzT`v4?f(}FlmS6mU))|gc)p!hjnQHxp&F(09L&KiK%PS0Ji!1ZF<)R`m%6+nZ|WZc^G4;&G= zfPkS7B!N)E45hl{RWinqwEs1*7+g8=WgiRdkDQJfD4He95tG>X>N&=hLDc6kYcybU z4py_$+_;IH5wdZYyFz>%!3o`&Rd&GzD!;JMGAb%c{NXx_t2z<3RzaaW=XHBGFwAr@ zd1DgFnS6F#aIiT|y;YC4qj@CXuqDiRY@=W)ytcrjag)LKa0x$N>W5bFGoKn4y(&7tug&kA53BZ|*1(X9S&hPP*toR$l>i+yzXCEinp+tU51KMrd3hGF{4IAH;Z;_Vsjk z*RA`q_lEVbRbL_5y=}iAzjg4^m&>kvJi0 zhI8Rn{2zV}&g^aO23`EzV^3tGUHSk&p05=`Oy)7FEA%(?O-yFdznmo|V-wKSm6w|U z=r6&HBW+J}DV~J(WJr@?<;9Cu_(D2TLX$ZrF@KUs-*5?v9{tiuWZuRemST`6!&wq9 zTEZ%Zxp+Bzg|q^uh2-}`Ts%Cigz6*fO(T)x9(y#Pb_WE?MBTp;EG^8;qUB;bbZ~j1 zQ)`i95wAUb+UAl4S*NY|Yzh1d+#kVOwFDS!kVlG1E8GDm(PGdzhpaW>v@q~*w{(Jc z>Z6?P`+KrlkLmiwh>7rF+wvSYubPdWE22lEiT{qyo#tjY*)qajlDJ1@Eq4HdMEBwE zNWcM{7t2@*Us6gnUD^9YfU+xBl9-xJ;>Lu0prKd_FAc%VRpZ=YTL*-21hSDFT=^0Q z$~J_&uE2jh0(Kx$ulk0DPD-@}L{Fx!okp(o_g5*J!{@9pTJ`Pj;3lS3tT=NLez@WE zNjUXKjBw?!$I}N`w|1>5@;~=MhoX(EFSwA%tM5Mvx2_)*grQtA0hCjGb3mjm`BpOR zzogx}U5PysKW_ha!gm-|?d!P4mLnnMLj3XRacCZ+$Btdv@-ux!9F;YYw;YguuE?T&)rEPO0KK0)2dhW{r|6UxFldbc&jp@A}i zMvi(X;j$sA7}Hic20jkY0{8vimr`@NEjF}pWBs&*+SPS-9XES-1eH%rI9_O8SNh3L zkC6KPX$Hn3X9}aw+h*wdR~aw1=PDBM3dQy4p8u=emNVtR|JQCCH!Q+ub-IZ5(wl(K zt)V8)wQPwtKG1sXW1};-%{9G&4L(VW_v^KMZF-6i-M`yNrIa-0T7sY`)WU>@fzMon zW#Eb;E)D@Uy%Vr=;;CtWVgiazL>W(2C&Tx`JKH9X-ZLiSZrI}DM?FUV{y)Wr4$&xH z{P|5M;y>DtcAa6S8R58CQpSE^)BjVt#h^WPxS38a=QN150vFSpv9LEi388G3&bTz! zr1$aicX{XPDMo=ZS&Jr-6TN$#YaW{V(kpGbQvpqt>g7J^rb?S zdmYc8TQEl`R>AuSas3s;agTaTd#Vc?MNs`wkfry*5}vYgHl!IZC!du1o6~%bjj!7~ z;%q_d!)N0v$6wnTyEA2O&xa(;a%upq)&&I}=qRaLwzsNiGti6b*~fREbiCB%FJ8=N zHavamfy%B6+1%A6MrlRiN4`R*T>rOEhK`x-u;n-Ruif;14?wHJf=4Unz!qR7=I|=H z3bhmh$zZlxnm)^RZMEJLo&Ne)FFr5<~PbTr0HbWO<5Y9vpF%jqDk${B8!gf{W zh}mNTPS1`Q`{xJY?bZhKP<9$(RR57ur|vxvL@hnbBXApnu&Y`U5HORBn!_OO)5ODM zI&ABWxr+9YTDo0|^Ub1*GaOEKRad~F^yiZUe`z;;vo_c(*wdeD4Seg~_51t*eSDx_|twy;wW%3k> z3UT~qyHwBymdv4Pv-6{4yts&6UQe58^NaS-!Ir9*qhG(eIzt_{xc_68-1JU*teqdX zd4~P|T+h1^<|F%;-2Sz_cV)@=;eTp0?eCYzRJI!x;&jPMkkUz@!-D$2j0Jr+9=E8`!5h=l2mUzpY=Jss z^M^-EHvRV!$Ex}*2{kD{Mm_YG^UA{Y#UT=zDER}NsT;fOP4AQvBzzO;ut~WQM7!j# zJrlMuT`#(FdS~kAUv~Q`H2eM&_dBI)2Hw4?nr$M%9|A5ViJG#b=XjjC{Nk3uF@q(b zDODNKorN3IB1_+DnK|QdsXQCpDwudw9b`{Ld?czuZe?G^=pT&81S6@kkSIoP)HsKew#Zh_XmH2U3dF4L-UUft6f(3=bs7L-Ui@v+Ymsp=%`mpKJ2M;>FbG}B#8Hw|<`Om5C zPrP}c>*>LAX3z0ebo}ysbm#8uciHrjj-T80hLiJfe`)5a^IzUI5B1pIS|e<6wOQD{ zv()}t_sURy4{qLne!iV$vZ6gA`_GRu+qQ)J|NO|k*?argzi({vTD9}PeC7IS-F5%` zcptyK-1FaWh-_k3|Mv@TtDfio`vqRFV(Jb5e#1cIf1l#N>p=aY=ku0p{r!77{&8Ph z+p-6;$qUnK*RFN38}AKy{rX5#$XvxCr?~@sOskH{$kcF@8g&f~F+PxW?W>EA5nrFt z*?C2dj|tNlDZZYUH?;0#^1_Of__Jo)N>`0y<&tz3`7>ue*2Za$v@9;L($LWKGMpIT zW0H5%xtL|`IM88Knmm&9p!Ug=wKz;sNl8p>-TNLc$|1{NE(`OsTlo1`Dh5fMvpIl6 z#(Sk^QXvvU1F~+7glaH}YNi@jMe6w6adp+z)pe2g-4-Rj-b>HOXtlGmbJ*x{uTAr_ zA0n&zwmu^{9&nLX3a%!<$ZOpU89whl&p@^WIcTNu$+Rz zyBpdn4<0_e%kQyq@1?s+7xguND+ktCc9pU`6sFwTgRh-fS5gAJ;QAeRSAyhFerrHOgfAPl%7NZ&idM*YkjYf-hgz$lP1=!HZpt zLaBRqv2eJpP|v_%6%`fLEjzpR3aQ1|s#n#rc6NtOpE;warx#)we%{IHutuu!Dif0d zy0q^qd^>imlC+<=8x^(Vp_dmq?A%BRmq6oT`-wGeZEe54g{{Wxde^V7ymswc?8Piq zeWu^7AMRiZX=7t!Uq?jH8W|bgx^+vpDbtD)v^eki_^~^`2VJnO%C+Jj4GotT=B6nW zMMXt7BYow-+bRn~b16o3dn|vQRaaNfudm;jV?S9u{ikOcWpc2o(4EU^rJ$hTufD!F zmrEWUaGJXn_hmI@4ZG+XwRc+5mo8ljo0ON89Sd)#LqZI#GB=IYgL44e}83*8wzDnn$3 zCni)ky$Ri=bjpACM?}v^v;9yAV(HV@uWlhBJP4782o(-nTiZSR_ARHplCWhucI+6% zrM_N$YI^$f>;o?^H|~`fj}u`X-s3`L0GhZ}Zj zT-Yk{+-MTVw-#K-gWac<9BeZ61pbw-*RNdR3xE5T z|Dv#2v&6Zz)ChFvr~Y39_MfV*t=(Wh_KQc<^ryPEwvrNWz{{7OUtfx;{VHr~y7*L% zk50e4yZcf{vDe4#ib4Edwu=jn)6R$qPkfts9CI`^b<52f>5VBaF76l>-pKFo5hv%f zBNGzNR@c<9aBy(M7z-vFeBXxiR(QT!t=nD`~EJC z_iIm`I@Q(HQSz8|h4k9(3a=t77fSsELmxbN5E&CAc=gJaPh}nL?VS}xo|helKhTEa zHu2sRqF_h0#5g`qx~V;9Zf?$05hxxp8lZT1T6R6P^eajGRDO?8B>Np0 z&CCDZM)yGbp@We$-Oia-I;kVbu-Nv3J0}|~2>(_PLjO66x$cTvT%~>{z z26L>73z2pTF)|yzBW{#yAG3=o;OJkze0l2cwC%gFe6Q;Qhp`K1d%W}zBVy6lldQ9G)LL zPv#7XovzDoYXT{dN%73v75Hmx`s>g2e+%7#ckd~Gv!#y|sr%OMnQvtcxuc4%* zgbbp!wKd&mx^wG4;)ZZtd-v=~(3r%)PyM(S{6Jn_zWoj@W6|84!(K!)Y7-ftUAuOD zMCLg0JD{N8Xw~P>@`%0m-kO+WGBPrWPV+ODR8>_|O8lDM+_`h7)DEe}t?0>4>4pS7 znZ&nmWuqLetyB5E<%;wQ?|m+N6&Ogq=J#iT*NQJe+3{XoypI2NKb<+-vzXA6VMGd+F*C>FVxo@Bfkf{Gi1)KnMyYZ*FvT z|G>aVnNS|ZB|CfHn-hH3VHhU>Gcg;w{Bg=-)N}fWaR$^=b}&y z3=C9Ew`AK4aZ>Vs{>(0&TA1k*TEn)Fy12Ob{(}d%-Q3)=2fw@!rU>MsKq~TW+s3k3m-({#(P~!zsCPzmLTvx1q;^PyltmecX`q0mhg_4hPHZTh4KVySX ziyh_Ef41{N=rEG#z&aL|6*@XP{Y_b{r=IQnkfdL>z5zh!67a#V$`Gn;ia~1tIq}I5 z%uNlaTJhJfXY@0&vcwf$9k~7U>3YkdW)6QL9a5%n>s>txIdY1MjJTW8q4~MFVZ=d* zN{lLy40Wc>5Cigwx`syWf$}=(nrr;C4jh{|KXu|n{i=>pQ*8U=_`-Ha#m}Ew3pRJ| z-~VN@1m~)Z&Q=L6CW$@AXqT3edV^9}ke^S2Cz{J0`9F)`hF@vs7>)W?Tu>{k^Pl8+09e!Z({bhImXgXV-K+m# zd7>*-oPJVLQf0i3l!W8Vda1c#DhvcmuYT~IomIoU7i<+26jB<>y0vR_vssz#D6iw< zF6v*rc{8yz(eP4x(S!Od8zCkpCgs}3#>S37n`UVxB_>j(fkbnv57amg>Q@vXLIh4% zXHV@s{Zf?Ps;~Cgty>3F<22k@1XYi$r6y=)r2XUdmfZPMAGI_MXQoSg%batCgoV2N zo;|DOzly9QwrYv-#eYCnQhs(#Uw_%zIX6*Yd=yGxPGHA3M`y7tX-O`ws%PQYM^BNo z8_UOnSj*1t>APL=D5B13Wv0JBD+AZzhoPaoe0+SbaV;pLrhXmrd`zcb>|1d@{PYKa zmM71j-^YnAVfm!rXj{HpE1iP!FfGX?aceCV&6>z6$sD;2b-+}D#^=wTbwRRfN7AcL zHF;TjCr*Fw=fnQ2O}UPmAs5dy8qxi5PHt6W+o;Dv==K#*%C~|$R^+3Z4jF(oHH9hNYEy~$c zw{?{Ejt-sa!?AI3A#dKCZ=1;c_D$*Gru}rzb0f6f6~T|ax15MJ?&ULnoY>}*F{p*vlLU%!cm zN?fJAcYmgjkI$wOWp)7m>2H6`d&)VUK7ATF_wd2}`^_{Qr zvApP7)WRbp<@7_}0J&iV?{cr)vu6*5GBq{z8f#5G%X$}rEH)|c?OQ$x+tIhBH?1r! zE2GYD*UGU|>9WoN^5_7s7@nLgS)6ZKRH=WA>DbJ{;f=UM_z6@G{79z7jNP!bd>Y^U z4OA^Sn2S@=?(XZ?+-?(u`b4Y5yngfM&fd$#%C?Lt13xn?1bmkO?ZVLF0;4N8Fr;G0 zZgFw;Ehiq`RTlVI9w-i~^Z)=xT2qt#&2g`zD1Ba+(#^Z*3JMEZN<-hgS;xi2Xm4*n z&32)op_@=4u{h4a9 zOI>z^=eGXk%XhAR4QOjfF{-SseK*Y7HX5UWFmCPczK3d9_~QrLnE(-KJw2XBoRS_` zJ_RKuCvuZcCg1rARAl2vo2h?0Ja-Hs%zy~I~pDy&d0G(x7+|MVlO1q;4-83Ei|NB{#KeBE@Zr6 zVIhMFdL0wviK}jp2zGMi_n7+i=JB3OMJwHmmQztdVW5xI&e>$rn7V@U-lTB@VRNA3 ztwTdX&Z^OGP(-HslPhja4eOD2K|4O?I?le1kAHmTrRa|L^mKGb4Gjfq<8>a(xHEkC z{+$`5Jl%eBHz6iimu)fexkt;M?OH~;LqmTw@Q_ty*eO;KgKyNK{JcCo%RYbpOe(A0 zME{PVEHE=-`Y|f4j zDEEB0(|azd#~)Iify8(Y#T(Uf;2#1(Lrr}jddGT42M1YUVd1LE%CnYMRxHTv*Zk^^ z9Y5}YdK3z71+KLN%vN2(c_Div6BF-AKBkeP2h4N>z-Z7TSV{#9XG3dZ)CkNA4-dZt zFn_e^?kZ+r+M?YTGb6KW3kzj{-A0EzJv~2y%{%}|AQ(#)-%dpJA`s%ES?=`lox69d z_I7|!wqv%6L`@p*LyQXb_V)hO+R8mMGvm>iX2u#UX|HN9w@=LU=h_sAIarwdPr0O= zv;enp65!91I!q5_*U;0eq<14g+Mn;eEDI8HPQcHDo?Uc($wRg++PMxFy6Tak+JTdf zVJV&iCK3@AW`^Lj3#(r_%0x@+6Df%d!L-lOuuFg z`C!$L9~ZQ;ZzVqW_m8N&CNKZsz_s$t0Q3qVg8KtX5Uvl%~`IvA;NG@A}Lj%Ou7RN zDZLDCawbF%fT-gD4uroEhbekXI&-u7Q1%~&;zt~w1V9lvvu*8s9}34hX68FWxl_vl zJbD@2$rsvq22qR0j(4b@nbD~Yk)eJ1>{+z<8Y0>}y7nIg?2Zjb{}rmgUH^GhE@cop z=})el+^Ulo3ROuo?&1= zOZhI%)Vs;ae@;zaHZ+_$S(mr#0Hc2MJ==7r`9oj&UKEB#tvKBqkZmbtciir}?&9d8 zTxm}5>d#V4?+w1wh>D8-zd8R7-}%EQ&A2$*75)y3tn7cai6ByoVXWbBJ>Dwuv`s>y zt~A*%Q>Jp|EBBrQtojESD{k&Cy}^lpK^rE zX=!P#+@;5cJe6!H`c98#E;R96FVa#LVFZ`C%Cyudk(0qy8*b6GO)+T{eQ*3j>1);6 zb$;@vPTc{RP;+M@M>JTA0}c>{6oMxX_|E`t@^DWFtX%r}|I&ELb$cSBVQRYD!_%{d z=)cXK2vqx;gSGmQ+)VdB3VIDwQ&&-Sw(m0Or8kJW)LHG7i@dvWY0qgx7fu3b} zy+3uVS+(kRU?2xY7Xao7YGFK5I~9MUzz%P@wVO6YSGRz>A0IW-18VTC{2)nt0&X{M+Eh?bupEf9C{8m?xpIXFq&2q}}<;&M! z+U-m#ph3C5g~jCHMZ6x0JOk|K3hWC4NqOpcHP~^2&Dhu&Lc2TU?aL@kEXB!}OBf*U z7k~$#)`HNm%aKBVy8Jz&cfl^L1 zfuBuHd!gU2U%$S!z-{$Pdisxm+ANo%`}-qCt%8DrAe?`Mj@Q=Nd6yJeZD5A1ld~Yw zBEUxvva=-!C4hhcLQ#nR%32N%FVre101PKP+}+)mSis20Z3uR#tZMxYDXXKRqU7Y| zZ$EmZp#R;=#f5?b$#dw?CTRSJU%h(OX;pJ@cIWo(w7Ylj-Xkhn4B;7QnX3P126JlXI>!|>G`#!vF`j1R`(xQI%^GS6g7`4aiwjAd#Qfl%$)irdgxT%Q)5OS1S)hg|@N9cVJcwQkPM%1}Nr0p)NbLY+x zF@})jyoH%lJ4URq68N@ne}k1UnuNv#hL;0;4R>c2b{T>vLnwbKvpQalQ~k0JgZuoz zOMZPIVJH%+tL2UG)1Q~(4%>`Y}tEjSl75E zmm@PXbM(*!S95@e=MuK&UhUvGBwI1xSk2>2vkK7xkY$R}L95>NB!&@P0(|il-TDN*8&*~y0ZkxPL|P7DxwH7FQHHBda4qB4tQpT_+qCHt zG!;61FbUUZ&o*#MIXxsQOzd(CE30F^+s=G7I0y&9UoXIufPm;5UlGPUekT(lfV*|F zP$2)ZZrHHlWU%B?VykL&6->A<0;0>mV@H&={l$wHNw9JpvdqW1dA#Kk%vugt$Lr{X zT!hSlgdZ9js=V#7hlj_Fp=QY|*RBDfL)S5(4P*g?gnVat(>#v z&wR+el605Q@PH0adAjwSh+F?_TYz)F@g(yL{ar60OZpiY`Op7~kuMn5SFu!hmYQlE zW`*?R>nwEYeN&bVqFB z83#|EIwd$Kuw#cbIu^?$6sLY>+a@>Me5#oGG(sR`Y~Pg!L9wwr{l?SGT2!x3rg}H| zCnsC@1#kIhGVZV187c;J7qJI@lK0oEmiJTyyQ6=KqIz?*Q{K%QME@i7sgXJzXO);1 zgw1ja6bY@kiK|zyrr+$ir(`QHze-6->8a|9&&@t+zE?bxlZ9Q9sD7(>`;|4+r20R| z5M^Uy3&E-aB$>-g8URPbkKA_@<}sR5w8XF+NxWF}C}8jjSptM7`Dne*=I`NWsLop7 z$S@95vPIz{tiQ8`5&0G?`@pSXZtKCHQPm3{{VqUcJB|(|7<%;CT-^`Lwep-U{hE)>*lt?CE%l0Bbp75AnKv4 zl%^>^^A8O4LQ6TCXW!qVTK5=0++gLo^~n7iZJINLGhofJQr2$VcpuA97lq(@W9lx- zYmgN6Ov@eH&IC|{V91_0LB%gVC4qS)9qODMNkkwmdikAQU1X__jEoSve){wp$`JuS zq8I*Z$`XTrzzxKahTI+W2j~{VkkntNr>k?;IWNxYY(8jCjRxMv!wv^PjBoT-?;v2m zu#gInMlGEYO?uLqTeWHx!2TVa6J@NmqvH-jIHF+sN4BjnBG?V$S0QpdMu#Zq44V&7 zz~RtS>k8}16+ol-4kQh}PG_U+qfkvi`h0o%e)6f>~W2%u4K zkQvu;aL{vcan1EeEuOnR`FVRVy7wDs88+u5r|i`)T~En>$R^y{-tLM@$b|&Ju|C6M z`@@G1D`V7z`kQmufn3hpCQJb@>@{f+nS*XcY91xOxH$Y9wQ7Vy;EkCvgPrOL6x4-6 z6kc7(U?>yBAA%OzNefj?_kfoW0*9J&P~MLr;gA0L!?SWZsNd?#mplA7#UxFzjHg}w zx(N+yR=7G!P?DaY-wX&*Uth0_N`z^O8Od21taUl7U`O)W>UUBv`kKe9vV*r=x5Kxx z^}OVHxv+0)gAtg^1`{cC${c2XN3hi9rGHc?Mv$YN*KkHa*nxIvlG1?bT#MUP7I=LB zK0H%*m2A-|xG~%+?dNEF>z48XE?7-!v<+A`Z+_U?s_SQkb+tdhf`YlcmzHMZRUB>n z5E2z#pTMEM)fA$0foZBS?O3|Rsz&!!JHM$z*4!v%nq6SM|I8M@lPwKmEq`xdodF#< z!JEAY|0PonM8f;~^FP&6bw;yk*;Fk>!VH#I1n0f2zO+Q*9i%0kr?47pqNL=Cqs#4jTUqlxTSY-}b#Q2_v@{sUODX5W0H-`2 zyqQ*g_W-Fw0YyKRmL7F*kT^UyEEB7l#t?yys^5sn?L$nfPHX>NojJDTun{p4t0f&J zt=vPD_IenF1;^*k&_TvdNKE_y-Kr|_@`*6f6OT53X#ePGq@TU0AIcvsPQ8>Gd82ti zoZntWvR?@@@aPc(oF~fL;weOYK&?921;j1^XARESFTW#90;QY{6VTO?v74Qy36uP!`P!5ukD2^Anh}N2KXFZ06Hn$ zA|lFqU(nyD9Fdc|UohGAxqT;Bi|6ItnyG6@y9_;uO=6}GiRz9k-XD;K_R5zaNp|E; zVroJ)CJq(IUvAdoHiLI%c|YJf~;kfcMv zbdci!JK4Y_R1Db>V7Nqb_|a=~=%#%Dpd7(<_|3OuSkQ7g3@_`gizl@1y-}UQ4s^!w zW0!nm#Rl&HSSVY6BwyQj(3}tbHx+|M){49U;cE=wWXO4|Ake^0KoGe__m>ao)(rot zkdhJbQ*G#h>Wz%Z2ozoT`SU7*fx&!or`lIO3R}`79GQ~&@BeDfN9&M-R`}FA)f)8KR zJ9??~=?*zLxqO#pRC{#uDUfmrBchc07;$oPLLh&VMtmz1^D6J>Q5~bmM~Tk}AV4ipH z-6Px>Ib9aK1AyCO>#1klm<+(f$nz18vgbpOdEWT_Z7VU`kxv0P;0D(*F}dOfI&k51 zleb`LA#eZw{Tra;4tyqLGGOcog~G4m#ITfR-o8LSP)Y_!q8x#KYiLREI0*r?ONg}# zK!@sVD#uOqy{6jSxe~5?X2Md)`sVa(_eBp_GD*um%Vy}Ae?`Fl)o^IVpF7>+@P{5t z{4OxAjH2Sr#vX{s6bfmsK*mA*aeK=V80zQvv8d=ZtVVQ5FT7xTSOg!?l_1hUSYLUN zq$k?#Xd}pm{KVA-w&mD7q>C>bNuq^ATzSb z^F4aYQQsrZHbYz`9Vt-V>)+n4LSJC7!_*Dq`h;busLZHy@s)L0PRl3&G`{|577(h7 zt1X@wXk_s*OnUnbNqn#E=oPnIG{oFd$S(n^(mmjPfs1g!cuaM_H0xZIyW@QL5)e$k z5ps07;O^ZF#LIH^(53ViH010|aDvZ>P6GDZEs;4Y(hZQ37QWrftRoG>o6pzP%o1n16+nd^~P zTAXH0{N^#OM^2qu?YUu>5+xV1RJ6X*^88fM=zvM0l|C!i6p? z;j3THp484UMJwBTd%R210n{#7Ab1yF37l6}z6*RyG>$2BVp)2LYy>*>2E9zZnio3{ zZat;?`HH@N8=(CSYwP3S_+4FsYVSw`5iQcEs&~KsWrg**j#)~^V8iN3S00pBtf!!_ zK?cLE#sIpnEKF86M%s_9UoYY8`RhM0-OqzP0E{Xg(lr*8r*U>v>x1vKw_hT}8X^Iz z&pB8C9PJ-+N^0oq{0-*mbi&`Py1%fkbmf+6jFLcCgd~(LTd2_JR;~9@X~y!nInb~l zP%QHFdRPhS_``_`Kma|s-aUGD8nAnUr?LL`_tNrfCZ^mPxl~kC)Cx&ORqie&A11sv zqlZ*tlC;HC{#2vwAYxd(627%tW52wW3c|C|U2DTAfpEJ)KTyg+$=R?|-38HXdjZo5 zDbIy4_wCzHI5i>A&S_}SfjZbWy1FiZ8y;SOKDnONdD}yW4nYJuFMugLhRiScu&KG3 z^Z4=OC%cFi!|(B_y!;*@yGxRvp;FX(6iR`Ly@CP)1;maJ7)ZawiQr~ceW&#R?ZXbV zt3g`Nr>D+Ykg-OWnVLh~T6y{lR8+yObA+qi|MfK=B2EChnQbWi>9F#8z4PU`WumXI zqL&AiP!_q`ZPm^TTwN6+0`XAe_Insik9NV)DFe+ENn`DX4KyYuCPZk&ARGe*jjmBd z!aZc&f1mgV2Y<3HEG+C16LW{zBq=#L(Y&jaj&b;%!IzYfr0J}i9W>?^7J_GVRmLxr z4(`AJg*g07zd4n+I4eaID_Fy*&!+O80%?a#;geQYUQR>#`45}k!=Q4_L1lk%G?OVj zCl@EAgy1H{q`+27NlSC6MuhNjLUjf*21!~)c{Au;zQYYP}(r&Oc+F@As~ac zgOLM0FO~*GgqEzl7cXD3Q}}ZX-U%eBoJrbsU&zN#EpA&9nv%vh3b`)7T*xKdc?o!S^?af*cf z#ObKPk406U(E)kUs;@uy3I+^$94%tpZod*K`R}=^~ z_Obmjt&D6+4NId+F?Zu5Ht2?=H;t@{5LC}|k|gDs7|NYq&wI{OrA$gJ>Gj^-5Ip3* zLT}{;HOFQ9X{MJ722;$ftr21ZE$eTM_o_f@U`C%P&az99GJnAOExKmFrb3Yd{# z&DQPP)f&>GZD-(CCtd3Lh6dFcHp&qsFVcQSmYo&|9c^!KhuYiSwIAzDTU(pR12?8e z_5Iw_s9e0g*TIDAg%K@NyBsBhlM`k-2kE57P{^JEjpkV8h~9%l3x|wOJa4GYJ8JSu z|D0Y*8NDA#$nQtD8u*uAK;S5xy~ITtX>5abIB?yG1xNT@DY_qASHM}7o1KklTAUwp z2Jk*S)p|#ugmLA{Bj_z(Eq@htBlWDEUFKZnKrfC|fE?ggie@pnAd-$&ui_W4o(I0> z-?>vc^SCvq|IV9REMQa#lPQlmWqse_>ecYl859~w2-Ud`K7HUMex_Mer3`XH!BYb8 z5yFV?Eje)0+QH^s27zZ$XV;R>U8#9zU%OGyu??UEg&BoW& zrhu&E_H=b$m-1ZzUPFP^)Q^q7)bQSb;sQ`3*H!uf1_NTb866U|V^~<2HA6i;|Jx2L zdRij))_r?(^Q2OlUf5%nQiU+|y?odKNBVyV1FnQZG9@*yAr5^=t~Gwhy~ZYdeYI}Pe@HI##}(M z(z|?_N_s76YoKVnhB8j*4ctvt04ii70X{{b5pi8bMn=-jS|joM`Z7aCXMn^)#2c6q zwv&A(Xt^j0<|ZWUftO4dKH~$>{UszMZUCss9y`V(CB|IdtB#Kgo<(I^xe zhRyd0pMdsEY!_%4+?b!Snw#o)ym61NOKDFlv33|6?0u{w8q^kM$@E(W&L_;SS+CzZNUHoB4c`FQNl>m1B9axR-?863<4+#1Mc?& zyy|DQw3f6R$X-R)f*rR>$!Q+1u|19&NG$tDj~-1hs@ol_kwS+&bPR2TW@I13#R9V{ zSMDO!ka+|yCMten;@*J$M)$`1>dMp}ekP(c{1FE%f2}2sNa8?)zz;_raYUkrw8yA+ zCxrZV;1`l0fEnH4n}|HEwbJ$MZ`(6~RK!t-jGbUVX^K|tMhY<|Aqpt`;ugOVuqP}n zMQUR&P@%oLQ#*Sjpn9~(lC=`u07fu>80~3#YvVi-Y-FE2c5UkHABG1Kw`*7qY&q3CP{7-P`zm>SF);)Z`?;=?G;atDr?OCW+|NT59Hq7ew1 z`~~j$-_v$1ERLLjaxQ3&5vL>&GqlJ;G{Mk=10HrQX!`>f3fUt-ZW=^wGxWmiwXtlN zes_TIC|jLuaRTXW%$$ZoW_B{q@@zO0vZM*;$tpLga(6u&@;nJJw6^AKB|s z!|~`O%^?~AwXEz|tnTXTjhvJLr>$2*t{s3f~2**+we1P8!$Kk2> z!uEx1jhI}Qq)s>rZ@CFNp|AV^o^(H}=t~|;I+kqMWoxi{C~+|f%_wi|qQ?0^Xwmz_ zAO0oXdmU%SPL{-b!232g;I%*TX2)^kpXrGjCYZM+4J*b(CD>7a+|Q8{irI~uH=|V7 z074f)6EGA385qd6nm6a8Wind5wf(!Q}t)X_yj`;w!6GOHXbnXKI_xL;&PVjzoTKJPsTZ zH*rFCOkhfQ=~CqW?71B#jn)7aDjNhBZS8P)=NJ!9QHat3bWdeu)JGR@Qu+F}gzX9n zl)H}!dW8vaMF2TM0cl66A!`sVgx!kT%knWNL`p^m-?24;c;aAF#%?MqQcL2R;*AAE zgM)SA#^q&|HPbH!kcg0jK_pBX6?ioghg%U7#j?MC-H{))c^*vas9SE>lc8jbs3*o% zty~8-w8x7xEP94fX`ymShXg7Mpu+f;3MYpv1k#}=2AmS1%B&87I^AJ)|yA2_Xd#ZY;CMZCPW0;hR-w{B_rj_bHRjZ2kxGa`*Sp-@nPDWw$s-Bw%r zJpUUvI!X8Z{QQ(MV*8O7{j{-V^W5(gawQ<5ETv^em9LjUabPLMc90XBCGFM|$6dP{x80r$X$1PwKvi2Is2!Lj{gFH+LEJK{^k7^^H=QVRnKU`I5suu(*#?R<>3 z;B0beDze?^5Zo<~&>jG+e@|mG@)I2}=rqx1Ma?_q9&SE38aDH{{l?n>p~t$vKIH5( zU*9+3*MGGXP(PzdOiEJ9ICD02ARdZdyhEIE-|N`9kEu!485tR{M=V?T6THX`lCn_9 zjgB+OgRn3&EC-QLSKRi-sV5%o%FtTEn8*>QY6|XSDZhqXVd!yxf&S;wNNH#b5u<1S zfVI<8T01+H+fu-<4#1d=4WF5{Sj7 z{niLCYEJl#0m59+m9_l=zL)n=%fki!HpOrq=JdPc4BcL9(9 ztT{Z+7PZ)WSOpg;H8piB_NKa`Ylj{@k4NY?HdP&`>8+5w2~Bqxt2zOix((l>F*7qG zoA-|VxNrfzvXgrUQGrRS!H&h8x&zGrOoVL3%@xn?0q(5E%JD!n6KN6sfe(yQa}=a{ zTXyNSsJI1IsQpm0Nz09tQvkQu$S$OO>YACwSEd4TlN5l+LkY56vMR%hn~23L&~bjh z=-+a&uBxwyMSat8D19I_1(+=XW6-XU1m07{sLa3zMS%D*n@iBpK?U3YC_Xgt-(;!H z`tE<(ZR&bcuh;(T1;8TY<^A@by77K|vA@awxk{I<*uqf$jkRaFxtBe>&Np0ppXKZh zI#n-z)oQ-ud#3Cjmee0V-|P{=^rravS?2i*o*rJGJ}|MIiFMz0k~dL+Q#$6uWtOv@ z+;qI|dK<4UF0=+zdEaTJBy$H>SPd9;{+LXz%L)1+JUAbiQcHtpAH1%lR>v>O`T)vm z{Bk+Uth)@q&t6}?le|oK#$^S59SK>5rzlV;{36RXkl$|G@|WY+|Nip-4+bpO^+JZZ z{_f0Qp-`$0q7x(seNh;N$%{M(p#7EO#E&1gJ%QgLQ95+6w|qj?t-CPW>8lv-ytrV1 zq=FRpboK6ZZkXX?&i_H?>3Zv{P`WrRwYXh;;Qe_}ZC?=Do?>>hFX)2zr6qYx1Xs;=%~m;$EcKGTT@T$;L$k)(Wh2CJ~Q(W9QLJ)a}|qMriR-L zAa=ky;3vaykPleeA$KArzNR*JxM20c{)ED$I&J%|%)WPJ(71e!;&VjJvPX_{+WiV? z$OP2k2GsfdghvLb+#kG30O{{WIiOGWRJ&)!c&%pIFAZ{Se9L2x+IGLVX5JHM)7@Yc z{}n*Uhi`kZgE_#TH^_U>gY7};Lq96kRt zb*_k!r7!w`5_1G7F9@1V-Ku9kR~F|d6_dKF^XR`0G-XX{bU?LoekP<71lNqD{OGq+ zLSfO-0@${q6PO7@$Xir{zU-^2=zYTB^&F3aAor6oKhY?R7KDgl=Wi;U#MqYU{_+=S zUm$qi*WUVCk6}<70@^E&6J9U?{MPCbeFrBLfFF;2f8q%Rv@W!6d{~h&(;Fjp=`k6U z-irMRbXPuluo%?F{?O=vq!FLv>?j~0AZlp(wQjuToe}%?pj(#!wtZorlY+@i$7$w! za5&r?YyaI?rD-hAzVfse%R%9iZgT08Q+L>KZGYiukALy%%@PMTJ|u zKS2hvaz^bf+}XhVc%bGVE5{Tp7j+||eZxn8%BS-#v%)8Y!gIm+?0peIc7_8}nOe^C z<9!lw>u|-nkyacV0h-_UBMj)P*J<84zjF0kFqA$CxA^Y&d5~1<>`lK$-Pzv}9M@DS zYUt1--trl1Mi}3zh$D$OQfQg#?Xlh(LErQI!LxAa*W^}t3jB0$DnVM+#Z z8R#*bhI-`7haG-$h?^iR{fx3+C=tfJ{4gb{3+_r-D0g#B{dbe)htD#*DI;|+-r zhpvKS|Hh^b>mU05e4ioQj`qgHhet<8m;Z!Ks|V{mjzcs3hTb6Tq?;|i>^1oIR^I0= zcmvxW-6L?UJi#KXt$oBLbr^}E46LT_i;lm}e6JcTs0Mf-Lzb=eW}IA?N{cGy2$>~# z&3b%J?f#7Z&^K%;Lsw7~_k(@%mks-NL&=4Tu^X`-n?q9rtuh$8KsS6W6(C*TVBNwl zJAp8z9co%Pj|C2BIgZyH9L}e*z^?M1*yQq34ERf(g;9UD12=RZ9caJbkQqGJx!rd3 z^LC3)?-N(+F4}y>lO~?q4`ytyket+dm)`Dy(9`SNxdxXw%zDN}We>V#Wq5?cKBu{< zof_}?XZw>CId8Sz9vf=OOAQC-(AU?u>V{a$&nP)|c6au0!Ot6o^cNB@9V7RK0A2EpiOXZqoIev|%S-a49ak8%0b0@QH z(`2RgNNQnfSK3Nk4<(p4U*I`1fPUvEZ?=Qxopwf0K+pHwkKKeo`5c$l9Dsw2TcmxD z*U6JWkg&&+Ie{WNJbh+q^+~_G{l9iu*RYilONi6Vv^3DhRPNMD--F>bKw-lE;vf#2 zpNS!w%{a|Gbdk2Bi&DA7(OFR$p_z}0l35Oxsh6S+acoEsR(5iR}m9NuzanhMRK?WaoF$t!`a1Lhl1oeY4q$~!Z zj4e!+NOfbGms2rHJi)fG9=JEm@)<~3NOe@;iFJn#@fLBMvY0#BY@dva>c)zd_jv`^ zUB>V5mz$y`$&m+KaUCJ>b)zkMI;p!sZD|Cs&}y4oK+CeRL6E)%`>ZMX*3vF2jP?U5 zYQ>Maf>Dn5;4vQdq;5b9u4$Hn9`YVe*k$6>_;CHiLAM0X-PnJ>8TB%SM+NwxSF3vd z11(pqh1U{X6%E8KF<^H#$%2n1M&%l?+n8D501u)^-Us@2*XuhBrDA#0Uug!Ja7f+8 zZTZm=ITHwJ8m6bd3e1i%o z+W`a!$&-{hSEDnpG65}61RF1IXOWChKd}lkXZxr7Hy*M8S*)%y4zE&-(_YmPw(#H1 z18TlQKsGNw*z*?q@(e(tIZ?*>K4W{ppF3Q0+-TF8wf>DOlP>zE{8VFPu-`3t&Ul;y z$(MM{ldy^k&FQ-Z^kF~>&RW(jLoy4kHO-02|XK|(uMR7=VkUU{dca}Fl+WnMJj!52Y z(~vpVQa8A=f)84bLL~Y~B%+FLVbyWCNoBK&oX^B!-K5=AR^DvZPb8LuNGzn_@_m-y z9{7~+he1RjsV|#xKKdWL_?R*CO_#xoUDp%!(4;7~Q?tYuJ9s z$bpUr?;e?7i7ZIKG1iCq=dJ!z>yP4PmtC?rtD?k+EP7NyKxj!Jnq;xmn`Yd%mn1+F z8y1XyiQ*+nsu5-$&Mox?Y&@5Q0(bM@`!T1}lT=n!4M%b#bOrU|J8+Jb6I~ms`KH$d zPPq)+K^7tipkZ+#&3QI$ymnQB?)Nhe2A8(wO6-*%ttx%I&v9^U>_?cQhKPYTA6vua z>-PpF-}7i9&FKmvA`4N!Ybtl;TO0jq4yIOC{NltrUouvax6qV#wIXoRxV4;IcmuWi zc*5*pmY5}>?vzGJ)|<5W{kn4V?UYryGd1x9mc-{wXrQ_%k!tW>)#U4~3m0CTrzbbw zEA5i9iUIB1r+$86cyiZ7OK?Ouq4zFA$MKG7-u%SeZ$;-)0*n|q4s{|`nf-c(_bI9N z?{23&V2~WEgwH4=q>;Qf<;nB^qzO1K+a74C1as8;b7|ljVwPFt3ymVdN2gY7cA9GY zT^rYUyylsopGli3c_-Cud8|+?vf)?otollmd{KS$p`#)rr;b{{3=qs`Yc^ruh^2akRr*syx)sQ`D|JHavM>%#T>U&%H@CKN71R9sFJH z`z`W)_m`d~)xl>?0yd3r4>yP!z2stCOk9g`)MeiSa0UF^eL`yH94Sj5Jz0C=7iZ%C z_y*7MA&pP{%)plOa(M0jylk1|b% z>7OKdkM9Snu|@5LYh5H!Vt|AA4vrKtTXgxUg&*@&eDr*}c{0~ua`LCJ)WXQ)6-4;T zSFMT+VQ*#r&nMR@mmvkbW7gjK*&peTK!Et{(UUootT?Og<(1&BD0IJ}j0EcLke`6- zkk3eAzOnLWb532Zb|oI65R4va573CBPxjciQ&G{;rKlKc5$_;7{6vfkBYBw0g6LfIif*l)qk&T!W3*%UE z^^qC-b?VfzLQJqZfSd5?iTcZAjvT1$mlFJR`hEM`K)VbOk-9WGSXfw6ChKgL2)NTk zfZBeD)X#uZ4-pPXO7M8CV*?}LAX0O9c|8Pg(%Y#BBnhl<-_7J#v&A2x?{ zX|~MNZunt_)4R~$BzO7y`*yfG%eVS#`K(yI;VrBvY~t3&S1W=7(R-|}z34FVkxk50 z3l^RiXtMHMVAdTUXcWVfH0(hAz0s`H2ZaI)BAKbzxQEb!+q9g|?=T)da4pbEbqV>7 z`saN?)6b%4-3c5KQU_rH=K0HLuON|p!haHO59DcgokZ!RKz~?;SWth_vkWPoG>$@5+NhB z3zE(rcu~q=f)F&*S^IiHcakJh2frD4{6Vq-vvJ)=qF z1V&OfhFMqo!j0pOZbUdQYA=gCg@5- zHq0HK>neK|5t_sc)#;rY7X(E`I6`{IH{voX&r+)=xRD$v#W~%vQzPTLZ}(TjLxRZx zUr+id`>RAeRboh=#x2@tW@uW+{50|9Og2eQogNwHTAhgR*KY#^T#bbK38*AV<}t^& z&@-N1L3O(azKQ3EX>ygZ3RQ&qv)1&<;Q>jM>vGF?))#2JH}I|<&=kAQD3}x~y+jDd z+js}@{(s+5`JdP7A@gzea{DP};gPNfQPJ;8Pp#H2$@6fG{p4}O#Z6|Y;vV| z7HrI%3~(|0khEfYG)1R85?S#1qQz;MG(smt_C%~DIR~w*|I8MLX3QYTgo!1bFNK_^ z%M6esiCSnkz=d<=hcoH2d;yDl2G+8h&^FWbwtFz{A2`8br5tpt{Q-SBQEos|NwIqc z_W<;}D=t@jSdOuqCzV-iP7y?diZn`vG=J zk(K@V2s9;%8XRa6U{@zh2EzQc14!yegV+G=1D`9<%_}Zk3-klmSi(9i$hk1*cG4rAp^R8EPcGsTU0@E zX862v2{n}`d=E_GAfXAQhY|70dQ`k6qbD_^6W*#k5!0$Q&1;0de}L>~9)#Lb+9iU8u0cgPA`G2|i9)!Ba~QjyC& zf_Q)^!T~Xjyy_n2pa72tVQ16NLmk1j*z`cZbX%`^(rHw0W9JSps)eQzWbp2k$#}(M z$37na8aJJp+dyw}`TYE_yA%{Blir8)9EU_;b8j*xoTyc(49{8;#zY^w48~yk+O%E+ zcs;3*LHtTrsh^P-oDJ2@IxR~Os}bb3UcN)e@aor#h42A)d~oK{Ohg-urPM zcHCX@4X!$?paM0E1|2+cwofvxyZS@GNJXvbb#{D(LJvOA4H{C4ha3mt5d`VwQ{NS( z0{MU#d+d5({}F~_qS^O-Ira$s#$L327)3=N5+Yq)UA7ZHuJu)`sH%3mv1-@1E>Yo4 zu4qy$H3vvg!35N^IG?xZj{$eW9w>Q8vdLw;v-srUsPiXG$w+5bqqMBdXbHY!OwDrt z1R_%ZtH=g1of3Qt4|ks0shPSHprzS(7SFcLhHJv!w`Z4D;vV@?%<{DfhL?x)j$;qW zcc_R$5@f~k(~yS9|7fV=%H*r?uNNSSL(0hkqLClq`gZw+u?VTI?NZb7KAlg`D?~Ld zWX?HXUd(fdD)bk%TfDYE(C@<6t6Sv{MOYk{5aHdjFLYwzUmp6a#HcaW#7SbVI z`r=gybXTzx0NpBC!b2fn>f_lTpNTe$ovL-U|M2$mZ1h9Bp!k+z)}FJQrt|zmN%!Gl zZP*GGr(hDVowE-eT`kM1V{HEidv6-e^}oJ-BO+9qXjB?$o-~IvNdqaRC>j;b8u&$q zG!Gh-21WJLV8~FC5}K2u6saUBG|5z=#Qi$k_x`Wz$-UNnJ-Z%Ud+oLM@GHLG&*%L< zhvPiX;{erIPsbR@gfqVIm~+-dkScV&<h%}Sc|7=S__W`*H2Qp?DWAx!`XX6WE_*f^A77XBq9EO~rb7Gey(`JX!soR!n%65Us!>pswzJJP3!7br z;kR37y=#^=zu}kC2F{AF8xem;R6H6GUy(Mv;!@C`p2ldnxWJw$^z*D)upXpK(1Oh_ z-6kLNCw2WLHxSUMQWDUT?E)N_24+6@TqQ(;$?S^vr}PlcN&M%~ur=@Z3@+S|^m~r3 z+lT$Ht}%T2pp#TJ7TBp)j|qWG+K~6Vb0EbJ{TRG?4O8v2f-QxQ-qXr2E&H@zQbbgv z|M|?_!teg~V@GXWSLGXPb9|{C@?wK?fd>He3V7(D?I>@4TQM}?$wa1INdz93&A!K+g)cYKiF67)Lj};Qc_i`vnlXb_~@8F;amRu{O8-&c^q|} z^1L+A=8W2xeanoU|L3@6XL;I}@0dB)txL+*w}UV3=`ppXj0u;r%i_F8RDycb(H{a^ zxse->I)C>QoN(to#_T4A03l@DZftDV{g8PGui!dx{fvL;;a`Nd8{xX@0vwarI$dth z1rQPEOlT6}@+Yo=vAuYi3S?nEfjyi5^S`Kj9Sq5qo4lv98ml*_$L(7C1@ah^V zn~8&l3}Nryhz7B-lyt?}%<)|442q5{*b5vv`9S9g z+qg6q)%(x8<;z~~)_vSvHG^V>i5#5&Hn@?-W2Cr~8cfRwPyzx)=1YFH05F zGP`?QZ|e@Au9F^6vB&TN zK7@u{dNHsUwLy2n!ow%AIchcc zTZd^t3*?RopKDJQ_bFTV@RyB-*Pfz%4fT)k>lnnn(sBP%L2>pMKbLBf$>|_6+gvGY zxmf+d)Pjb4+FD-HZZl0Fx|$cBe`d;%T~I+!xZwvEUboqnUO~0aU&~$kagbM%7QeCV zr^TQdd(c^XRpwU4_{Wpzflz#keZDpMBapI1@SoUM;oH-}J_Xe+R zlRU`8OGSn6H>2ooE<<4Fk}x;#3YnVcxTHU3@_n4k^DlEQzmb(TGLaIN*n}&7)6|`_ zI!=(rn#1vda4_k>us&MOwQH*3*c5_D%UH|CHtt59wF~)Ak|VfmjNAjVxYNhOS8S2h zn8L9Kp;a%t7gnfJXaB2BP{$sJ%wyA!7k~OqA|N27i5gt-ox^96?or?Z+v3Xl@79e+N z&egIR-xgPBC3>tLyK&ClEAw7^Zqs zw7_y1XQgygobmVtm#mO?nBK}UaKF%N2%3{)iWBq$nIyv9IxaMu30c*~bTXa3=7CH4$N*Jc*AA?G znaP0)nn)g~F7m7`vLoQVgw^=B3K2+{8~1l6Pk-b5U`}>Vr^7z8%E3SPyYeyAS z4I9I{sMca57q)__*CM_`8kav|&Pmg&i9vgQ{Lu|Wf&LD|KQ>-TSt9RqnndP~ZtTI=D(X+A~N@562@=%xs^4=Ny46?mc{P-eq zD=ufvL?J2)ZbUc|+6X%}`(YUgTX^CD{JsWCDVk0UV~Jg#0qI0e*BX#EM<(bGd&T7( zIJ0+HcMz;)c_V-23qQiWx;&8ASuL|+=?NsA)Pe+kV6+zD(kty)(4n9|UmdG!eE_{bzukrp5ViLP1niZM#o6*xVtZWlG;4(#OL$3EfAQWnH|)O|^+b)HMc z8v)n(6W|el=33hQ3vM?DGj#cTl&Fvd%}J;(JWjpva@g(Yju)yw+)1kak~D=k@Yyak zbn#oKy_IeZqRYv$XIV5_`t;iS|aNp9T*iN-o$` zc`0ZSm3}p|u0Wxv$&oa!t1w>qY^B$gE?<5dbqR8hl%gXCo&F1;yK+TY&|NISME<)l zipq42|BTCjmcGMc+X}a=Pc$~WQ7+wCKbsvIhWrkL?EFhIe(Gr@>x*rz$BoORYLPX_UI7YV$1!>vz` z9;ux83YyqL8oo)ekiT7hzgJ+r<7!b^KQHZHc*3|1N}hA+po3ug8BLIBoo36v9f+vz z!azX^=ifoiPYzx=7o2+TZb2*er?~ysWOhoBfA6ZIqYp$B`dBggc_Lomz_ZS zxuQ6$&7*U-?_1cusI!*?!hMsHlZv*kk6d+nt02!`=RD0BO+TZPnhr+-e3T$_R$*7e z9*VYa8V&zy`HOn`clBC?XOoSxt_=!etj^i9+A`VN31mw3Oo_%6Is!!LE z0grm{wEMRAxCfMAmx&Zs+)Q)YnMK7_AO;iVwH6c4@@ z5yD?Qj24*Puj5J8$1`NC{_2{1%FFy>f41js{^2s3OAWJ>i*fvUD*FWHe8E?FF01)J zLIihS`z0do@Lu*DGMEofgihbn8nio0s*w<)Nk)TiftJ7Cx39DLhomu)?c3haFrC}H zY5e61S3))v232izp%f0G0|-En-u@bBrMaw2Eak-Xegkk30+liN$~O{hA48bWYhivI zf(R3zaeQUstbYIm>hWU4i^1P>etkFUMQZ|8@O%bcnz?L$T;KwP$T|sO!>%>B zL~%(Fh1SP9$C6>UPmjo|d=%q9=WwGQQQsTwG;3x#J!;pS<{S5@w>E6OvGF}^=iRLr z%-^-+#_ECEUw8JJVcA@{$+Gk3n}3SB{`2R8^xX+Qz3kH_qz%n^ai~Yi_1pfAuLfAK zD$VpjwzlN#5x7~)>l7YU_R>@|yX3~B&cJH}Y*H?QJr zy2Yd4_F!Ruk#|Dq#b;zqkT1mmrX8v%o@8#ij_?Eq2?kY%4;)a!hL7v6;Z>TjsP1vr ze2{wF8@;<(oU94ER(I~5$6ApSpVakz&Hd}i-wI?QKQ(n%$>^h#w!%+s@USM+GAz@w z`=R!4+J{)}VE<5s@+%qYKfzaH`r3*9tla}|y<1Mihua= z=cW9F5pNY)8C69YM)Uz!qpnhWBO#$JYoll}7CLseeI`r%NXy!%dY*GBTi#q-yY}6H z@)(7hHArbJK!L_`Do1WWU&aVzGyvy>8eF7?r)F(xJosDi9QmFB~T4`>dS`ZWyI zu5&rx!Xfjtwr9uekh+W8x?dlNb(gG+%hokf{^Rot%@Bo9S(NPweZM`PT{g^2hQC%G z=(iJ1GJ=jWimaaH4~!am`on!&Yw{oM5RGV?-NeFoL?>VNu=PU_n79k_CQ6qIfjdNk zi?Jiq>$_~Ax zYwL?;p*q|yzA4&r>?fP>I7|%gGN*KXNlAq)$JJN2qqR*Cz`)v}V(zJPvm-8+jX3|w z7Fm+Il~>Zx-4IV1mZRiQh(tL7MAO^=j??WeHiXx$At8(QG|sK-bHwCw*Qjklvm?f_ zP0vf+#ZE`*O0UA4Q~sxUHBoVK_nDeu688@}5F-u~r?UHMVldXuu5I0KN>`Jf z+7%T=kw*3}b2N2Fv}Ehq%-me5!&jYVQxd;SnZFKiiF~q|&85XK@a_FLjf$?UrK7*+ zZ-uJ+?H4a}&`P*ZRDE(~xviynv{Pnxg=7x#D1*EFJ-0TVI`8hhcKEq2^OFCMA9RXd zW}R%YygnBVI`fCO>9AXcDC;^Q461V_adM}7Gc(6rkE;%47dsH!Qv7pNN(*<7AYAE(piAbBSrDmT?8=au zZ0>I*aqi{i2DSdI3b!dqV`7JTeJv0X0h5qUy^IXT0@84z4sc=c5*u2 zFAM1(h0;%&@7{VhBJi7z9jn49Tjj!Z5nn_zNS3{@A8Ug&kD9pw;8N-rx5}@r&=c*) zYJ6?6mc6iSy?TFqxI%V~OXQ`qz zB1U4td)Yw2%O{w}qA;*^B&~ij=1S%v<$XLYYdw=cRxpMgb;@#8ui|t4D`|-(Rv;{| zr@afSEN=pXhHeX_2$ezze%i8fT~*t?XHVb%SY9cLC_HXYB4!V>wBPFdF%;B|QQjH_ zQ#AO^u_ZwP0e?;G01y!T5dW|0SIPrtjAZjrF{C-#o7pHL&rNXk<}S?Rt&&shM%RHW zbHg~3B0hlx9=5>0x;-sSYPf7U8qpnx3^_93xpgliqs118lP|!>4#7L|PZjYgl0?~k z4FyRt{#H2qHD0}XwLY3RNcV_(q`84aD}~l!nq6J@`uUCL>gt5oJT1Es`4)vFStGBj zT2f9TXZiMBZGK9wC~#w6>Ww ztE|6gY^nF2FLc*iHgCQ?yuD+Il5HFArzqNSW<}nC6zIBfqegf?bR$L?Y{8fr{^MGqgE<50V!N4U|CoVtB?=gyiX zUat)hRpR3!Tba1n=C{|lkFfXLnCoa#Q{DqTc5PSUw1J!cBqQS%*VpJmy5YOX)1#3S zQs{urBC^qxTB@kdI4oXVKi;kpdmwHtu4u1(b4`46ap30oi#0x={(m$Qp1@ zklktFHEvdiraPjzqsC)4H!l7``P>$(KBo9LVZk91rj*z424S%=`b~U87_043%aJ!F zp`7f2`(o}Ct^=A+k6*0dJ#%y7Ez2W~8apeUNvEW(k4KO^3X^q^`}p#VBEFD;18sGD+pZH z?D?7bnFaGtr5{${n&YOZ|4$IVhWn+J0LR#(?w&NVao6u zbpqW@+i}lbz~}&l+1q3iK3a7>pE>TB(%pef8MUUsTs(?%+HPb~)@O~Tfq?;XedDK3 zZ|-H0?*2LK;(4fS0iu^K2ZL zT!)@jY>iW(2zaB&v8m}uC#7eT{&*%Y2{?949UUW)0HZz@Nh~Nb^-#4GwJACT1ut@@ zkJZCD(^?jb$OY*fj}nC^YRTOl~2JEmh3vDTP-9~Si}gR$HV zWe@B!BoonrshYUVm`tIJng{gj8dHt4U_ia0Ty(SH0J8@Kr zhB|8v#TyvlOAYal2dIjL2w-sm@b2k6X5EnMW;o zhu9%nUx>BceDrAdTRrkau>Y;sudmPk{b=@}p+j4F-5a}@miyz|Bx7;k=AKdF@lcG{ zPI-HEbv;HfJ~S3s{qBZ6!`(Yq588GRh^ryFy$~rEKX#22_U$K zHG>H6na7wqVG`*QtX0X}fUAjMj5@*~aw|%f9c-X@H1)S<$97V_l0V*2CwzQ)sT+^~ z>({S+VYlTZdA1incF-yknu^jB=?AbhOFo0}YcK{5>F(+h5a~Qb zAI2*xk~bu2NrXmW?QN|%Wi6UgcCXJk4BS(xdF(}Aw8vaLG ztLDYXvfe}Stv(8%|W`t}3y;}82rN0)Uw-ly)(M@#Ewz4x1;dehON|8plpB&d5i%s{OG|r_nW+*Ys=NGmyX+tRst*Bg4{hA5kM(yJEF9>VG6T)9#1X^oS!u7zKH)ioAd4j+fO#l``{? zrhsMga#2F^GVQ7D5-~h@sIz`ZPE+5A*vpp(iro?)KVca;oKRYCi>Y{eo?!s71P4Q}%DV0e zsRb3q{S{W>L4~+lx$3|#ues9izI|(igBTizw-F!%*+PK2cjS9|da9lLZ@n~8@7iqB z^B#P>>XDAim+#rPPiuwsqqMV-3`bLvDQkOe-4yzJ+Q~8cxKIO2P-= z5m0D=JM0yXk6$~vuWJ+()2=-s-W zz%TDUf0mNMwA2F#R+LA<4b@B@WXCyW3hYI{6BQL@!n==mGYsDGr8IMyO*g@wzsIHhJgTRoNA0U&W^{Mafsv-h)|cAq>h48BMNPLea6i?{6i(L4!YwwZFxmS+fXPypXr1S-_4AS0|T;_ov^>Q zwgJ9CEsZygAf&38Ur3&m7#u7j>PmXb{Ji@phWHXbNvJ>?YxM4c^`lN7I;($-N2>Bl zj*AII7P)}AGqVDKUy>g@_;};hC#fT8V88e!H8Wb*E~YGc+spe|Ojg_^$0-~3u}>5* z4hM{=`FGXD_X=#YUPyE9zH0ES_S9_NiHVzHJA4tXKa{YEef4>WsP9q*IdHQw!z-nl zvov@6dLyp=9tCmo1v;2}_Hzlf+IXtFeTNRIQqJ-aOn`KAt>p=qHEWRSzSk=y`zI8do0vF&hD$#|O;(mW zbZS^8Akr;Dd%V?$1zC!_N`8zFx1=!E!as&6T)L8!xoXuauZW0VqPqw**@=KdzH1WL zigHCI#NW0_l}zfy>>N<|Ygc3=FJ#bF1(Z9TuQVlklWCA$8rB&=7AlaLTw# zh)8+|=}c-#=g~|Ag=y&$(lsf~aWAVU!j$LF>*LTcC9nHz8=LJ^6{kqyf?{l{`?KNe zo9j9l#w)z=aBba9UZ!3^s>;sM zCYQeHhe+39znOWMIHGLWvY_R#wfg!Yc31D*8^k_7t{`P252DJB?k*yA$AivWzEwu-2qne zv&OaGI5Wm(xuk+Pfv6EFPTYt2C5q;NH)bx<{xm9w6tf=@zO}`6}*TT^0-4i2e zfzCE=V$a|8Y%{%k z3q4;g!Uj*994e$=@~ zk6mD(GbSDnpAojhJS2bVlLmUQWOmbm&D}OTqATaC^PoY8@fFn~yRFH;(;x=Gm7SC^ z{rQq~39)rUh7ndw4Y~kN`D&RG%qJ_9ZYnA)Jiz1ccrZmx&leXAUrt~E#@`3H@4I^1 zUEK%Jw+~QmAB>!ihs<~ItGG4pk2I?s|5+9+e&Eb~JUpwp zbEnwNnX`i{35cbMBc+~i!UXF-=wk8_UCq~11n0kdH%fjPjlOmal`4bh{TnI^7L@(^ z;S585h`b$&>=Y<_PHh8z1$~NryA@5?Q~u?i=<-k4w5fLE>xIs_xw$73T+4jWLq4Kq z`hcO!1H%7y#At_Zsu>a;7uOB8K^Fjvu27X0;;X{&d|`IL+_-e?M**ub)mDbRz~osdih_!PJ*y!p{93-o>Cqf znWCI8t=JAfHDn&T1Z^C25)kM>K)`rTzbU28goXWEtzNgzqtEiXcCJ;WdT?c0uU@;h zGYrd)pdDR&_qBd8ezL>+XPDR@K6ayP)W{D!UCQJMSSHsM!#wyvG57(%yaVxGkJH-? za$%<(d-rxl%0&-^vGe@sBa-%r`KyjyO8iw-r9}sQ;K&g(p4N6MZ+Vow#}Cv|JVHPo zHN9i;nE>|TCDd8+`41dAGMUE^W+-xUAx+7|b#tk4klL36{y2%DPZLwMY9h4Cz=8ex=>ZU- zl-<>L-{7J>^w;t|2>acbwbi&^R3CQJ#r;9w}HSvLjlKrgf zYT>L{4rI*7K{BW_$3E_MT90vcph)Gz&@?rpewskDrZ>iAaMRN-{kUa;m3ZDPq}uwx zS~Z8f(?VdNg;-VGdGR9PSxNEry5)V3O$f2#W|&c^SHE#wwrmoUrUw)h%8P*ACPPY^ z%%+Kj{A{Y*R_K5tx7W@u1oWXpxMpX3sXKLRWqd_}mp0T8Rg|%uV$tAML*dH}o9@#ch;;n@m%UaeGFi*g&R%%yL!WhZW66Xp51)4 zPKSj}RD1fh;f^u4(p!wXj#X~Q{bmm+xOSX6rH8C;{-5iNcvr7lB{GD>srcbo(eJo^ zefR_miy{vx7I-+_x^;^|FnqqF<9L9c$?z%Ce?NScnUT?vkk}Dyp$kIl?qAin_%L|c zr*(SP=-rX~Qx=X1u`0WyrOP)}gRYSX{{GNYt@pA9&GOTP9Rk=(xng1f z#$QhcUwl%|h1&eUw!_w{`CECf(NBRm?RaH(T z#^fh$M=G=);EKJ_gPt?&>@=CMGgI|g^`~D%EZ+8h899(Gl zd%f`JD)aa;B6Td7p}9e0v)bN$hv7~XU^@jtC>cliYKajvbZfiok<+_BjazAtYiK^G zu0Rj?6}h?ZCEdem!P{BvKgFVrlIThJtN}If5rX|0DDI9UnEHSbd1t-M%xvMSCBq;@ zopCzd%Gi`035A5{zT#g(>DO=F=jjTq8(v}*6IVKa!N%_&n=lxcpQq6J*(PnX!|^)N ziQ~tOy9EYF91%wmxaRNZb6}61@vN&Aw@->fhVtL%UaK9R>{FClum;ut1@w?P9-*IS z{V@`UPFy8G$i_1UM7p@{>FPgXNWf%ZRm2}&G5%DKdga-SL@8U$6a2mmT=+nX$h+EE zDeFF+vsi7>RNp0^2U}fuf-1Pvm#Z-`P2tgR$9T?-MDyff(6Jhh!0rXdDnph z2b%IE-eah64{20QiXYB@R%1i&$1ebeIFre}!cgvP#F#-QKgq{ELiu(KSLKZnS%<93 zQ{W^)wnHZI$3B_Q2$-K2&v)(!D$q91+grHRRu|qGBA_m`8LKe9heZb$NTv6 z`|}}eFkTeD5IB}MBNiU%vcfvxB$G)nK-5U{h`%`OwAhe()X@2GvQmR5olRdRdJGqn zc%GEg#miDN@HsZ2t*&6Iaqd`86XL%X;4n8!qv-+ymFn5EXT{S*tUQ?F3jqd<9|7uw z#Jc9gqGG?}DhNqY379f7pDZ&_P3C1r>BxrztpJ^PQ=4=eGNdK=k*c2W{ogf5)=6XL zGVwC4UWbkyeeRFb)X;c8f_loAH%`^{@TcCF4PYJE2UOQOx~p8jo?Y#Na|GS5OWe}M z*6Y51oJz|xj|~urGpK978)4w`US1r;54w$aB_)kbT+Ys=lc4%$*>#8vJJr0o3AB?B z?;kmQxIT5s$)izDnonr@PWDxNV)JgQxeO_cRw!Hr(2QLc>~-(fY<$l65=DzBsTy#r zOVg5X8TNJl8LFKDCo?a)hw)vHI!XYhYBEUUrre1b?tScM@@r@D4B>2!#pQxA*u6R5 zvU9SOXWW;=0;s0DjhX2*>Af15@xX^f0RKLiV+^Q|i>t_5UIv5-do15EnNH|kq@wrEDB{?UjEyBZ1`-Xlk$-P^{ft$}~!t?h&Dxk{I zD-|YBYQ_!Y^)H~VFq=I2E?D$D0s`%#Q7(3e%upE?>~lOYY<0f!zgA24D8EmK-ZeOXYr$k{e}*WZ{6w4^zN(C zskKP^^&A_@Awz~tPYtwQ7f5S+i(jnr%{klxE`oR-CM6kT?O4ij?lg30^_h>NK#U*U zdzPU_Gj#!x2Y%hcUpjO7^7K`UWn#P8xsC5RsHm!f+Unr}%yY=^ zw?`)Gf{w!LU_c@RZbp|wFXdixv>{KZ>=9P!lY;LYHNN=vxFNrnsD7&7kEd4tUI7N zgI-DJ>eB>`@M6Jka4r*vogO_l_8EQR_;K6f4ca;@*|$gtX69K9yF58L$4|qE)4P!riA?D%642P+~uU}M_-u(d` zD|*iD`Chl4%Vdw?X4Mo#qYPSn^<S@g>m>+OqU0Bl~9;+ z=A4#}USB+WRFE)t#9og$AR|ODE)0}@SiB0OOe#|EO5G*nB8EO&W=9lm z=zd*;If!r%L9eWbFL)j6tP1Apz3U4^NHJZ7Z@?wc;*iM@lUn8R0?iXcRx44fs?Lc_ zF`RK>`swrM)u479K}sU_Msokerlv$rv(7$TSJL1v^0J0*X`R8^^VbgB{3g8P6FU|Q zK4Q5tb|>OVZ5|Rc+iSh{hEHTdF|ZUbHE*x@u2IoZchso@j~F^@>m0j?+Y*q2&yjsF z{l_d>qCe9pdVtV5K%(;!x@qL5<-fJwqxbRMyPI=dW_{cY2EkzA6puBbrcY8$hSqKC z|8fCtz4xXFo(Hf=-{3_xfE040yvYeS=~YjY3}x2E1XX4lPEHRG9aT|L;dUn%l=5SzeEk0pOLnr?{T{w?o=Z^HzBew}%&(k#v&14@Qt-ij>LJk}; z!fv0d_v1fwLcvT~RHEAV@IN`it$*jHJ52PdD&HD&$O!CO`VmJhpW+vTdtPZ-*(gF` z8U5xv-l@-#pp~05*~eQd^Tyf=l7a+Xrj3dwS{BO*rosN@yRXyPPz*W8Zai+Fenjab zQ2V~r0{$&!v`k?C`Mw1B5dE$RQE5M!9J75Y>!m{gnG6Tl&VGKn>vQ!er?QpfGfm!5 zF52~&mf8M#XqU&^l&0k-dbB}L0~4-rFSi;kP=Kq0@`}fMU_3>`TD5t^uwkuvA_;B3 z95fFx#YE%DzZ06teFO%fOB_dauaNL`dcV|=&`njOcwi+{C{gpAol^(YzQLpoIu&ymd8xPV@S0@M62QoA1dXO=_ zCK^`f`-M47n9u-UDzS(~$xIP_KofY4LfJTH(H^d`8oD8y%{qtP+s%_`;GdXMdH=7c zFgc)q_q+G*-Fp7q-}x9;V~RASX@MU4&zb~3{a*R;X+3Z}`5gQxal&Os;uhv;pi4@r zk=*KeH1<$z1;0iYucO+Ey50$Ibj%Gf>@_yGu`|4}7U?i)zF2%{F#n4fvf-^o(DuPb zhifM6EN?F%s*-c~dF{KXU3gUj=tL+NCI(I`+vr;<@U9*{G*Zpqyo=zlG**m-0Jx>N z^3`I9v|pnH5&*XmzR2v^t?3A1*GL>BygEQxkk1Gcg7LJOmDu}U=7EyH3u(H zn=u)K^t)`E_Q+1B7v6gEq^{qb2OodIWgCT;3`akI5mGdoP%vZ`2`asX#|s}xXUd_& zhu8FIzLn$9u|tR8V@jvG3%Q08H;;vq>>C^7OrmbAdS}Ym?ly)|hYufS&}cGgl4jh# zdda$!?=sr^2v##RLRMAW<>hN4?1q(a*M*V(U?dOi$(Yd!60tLC*$2RvISF`b6=&r2O$<2}AM^Z&7@T zK8|*C8wykIDVXfS#fv3bW7VCf{T=|sgjPv>ut}yBZjVw@7)UeKkg58nKR;$dvS$~t z9>~Ps0%SOp76N>E_WbbWhhyVHV?oz+_`&gAn)mopQsM{6N2BMzcoaPanZwKDXnH!M z6u0?Dcp#@ZLK2!UU3&j>d}h^duf>yhj_HU?qDJ^2WOn&>ey^Je^n^-~!I1N<+ z=FH|F6=Vygu_@HyuHoTSCe2&4kZaAA8&6zP`DstKmyQnfM>Jds#*Cfw+V5>K<9`~4 zVZ3rb%9}N3f6Vbai5|5$Ix>KR;_Lm3jOIgxVKk{mNG$#N6JNBa;}>n1zr3B1drKZ! z;7do%G_VK8*sjUn$vrs4?Ni;dSZ6Y=GaDvbcsA6(&B2=anI>cw`E?+#d3;Q9tskW( z@KcFcl|KdU1j-RdDqk(^K@ZxVrQ&D|TOqTjeePMY`i7wQJE>PYo8h#`b`LC@wWC;? z$1n}1-p$QB4$YfQ%PEiI33j&T<{2`5J zPwK5y@`^Dz_b9dl3jxG%SzZ{Nl>X?^hgo*u-~HHJ(Qm%fBCYmtV4x;vmroijO!4d} zJ?x|0Ru#l;&e;@R8r*f_zSRILWk z&@$~y-d_>D*ug=;R81_9X=R~xj+!`em*cvHUj{>a;2XO~wh$Loy{0>~Fy;)gN}1F6 z=%Vq~vtPe_DaXM*@X^jt1`b$g59e4*xd;tK-R=goq=po9axDOKP2JrS@_xpBnqmE< zE;7pD2G|H$n~(ixYJqk47P=!`6`&CDmv!xe;&Z;eyrjxpocj4DO_pnAZ`fD8FK_zw z-GBu-b-GaRu(EB*_mY?q(Z{bIHJMILO-~AG9eu@Pu~3w@;Zd(}O!Xsme7u7biTwyL z5K#Ex*9k~9~{hrLb0cAQk-qQo^a zg)IejMU}qu+m#=c$9m}NixU|{ylP|XH%$Pj)yxeIG9vNlBfYaNTi;(CLHEA6?ep%^ zzYW?qdw$|iZB^Ly$ZbxK7W4rVhmMI<6mEaC;3O@SK+?a zC_XMsq1zyoW`?^tf7WTHglC7gzZG4`Xs(LC)ycMbqX9xj5oMd`>h>Oz1jz7?EfJ6d zMb}Q>9Uq?TwaA-=7M5E7iwG{A96 zzkeS?E+qX}^*X3)TLDwbFk>G3$8}TJ9vQf_DH5k*vl;l)_QLdhpaNW76=;ZsmVnjx z-^CC%A|y@FYYQm|D*tFRGquLA`!0IeTzp_5*1MI=jyyKDufG2FAp2#@b+om`C>MA0 zf<>^>#Y6Gpb_eGwf(YCes@j_0$P`09QE64Hu%`ovzMpLo6=xe>qlD3OC33H-mHdgB}7G##{!pVk~j~tA}=qzL{<>UeY+kVq`=Am?hi^*C~8apIWl(W z@WI9fwSBsG&)3e`t<8do*U6J}V?9z`7pyMfM{p?CH+ zTVH0>ciz(F$(6I+d;VPkd3N*iFl)mb*6kZv->fMJ(@lhuC9d5tq0m0T5KfJOu)oHd z>;fTjapZ*5Y&L1q7$>Lhu)A`<#8|}|d)>2m4Uw6LtdQF_f%LqMti06DukBD_Nhww| zUea5Mx^l(XN~W$SqeW+%Y8N7l>`2(yv{cjcQFZ6~NVbJR6qkJ>hk;e)*f&v-LbXUFW^`%7Br=qx~dQC#L( zVc}&&L%Fn}x-vu$#)5t{%PKh+I2rAVZxe>=IFgRM_Zys)SyQ zq~0?Nk-ee3GxIH}JDXr%8|-h|_24N|Ru!_FR~@*J0_74{ubAYGF}TZ^Q*lX_B^c$q z{Cum&*NQzH22O&A1*)GeP7>3qs;h58R+JSi?g%Z&rU9V@p5*rK7Gcc z$Dg-s-Zw9psJ`@N$owd;jtf0a&(E|#U>7 z@PF^^2g?nFox2J>~RSRhf;4VWFP8bA(RIWS#9c2P;C@7 z=_pGGN*Y@kYX=j)YWf{JabgdX3qh5Vk5_qmjXQrk%N=*!L1ZKHBtVgjXav#$cWK+M z9gBC6(A|df|KQT8L2roDvo~Xh4~2!MAy%0mE7!yScUp@Gsv_g*xLj=?^RKW3#_0>Gu z2=0;@rXzgW<(yEwozyrC?m^L2mOXQIZBxH$27=Jpzv!9zp4M+QcmO_Til}lG)wI2o z==k#=DB^jaKJ5VisAzeV`b@6Nm(!t(nl>A!s;r#M#bSsknzCZn$Nm1jlVg(CDJ3%z^X}ImouJID-B6Qby2}cq?1n4NIrp zR&__-LQ2sMk8xfx=A2~E`J+n4^e7nH{eR6TmaBq_VSiPc9KN7&MK1~>_LH1f_ z_PtrnAX~Oa;&MZGM23#-RjdD>(7qp@9))jDyQ`%q{FbfHUcm$Nw@Oo1I<|RW=g!J- zZkI6aX6`5FGtpxs1G{=p)XXTWe%_p(TViTmztg~h{`bE)sP=g_f55260Jh?bO2W(o zy;Ir{8+vSnNwa!qf!(-{s(Q)*-^3GHPA)^rcDlx}+TO!ti)-eSo6LIWN4MOxX%iKc z>7KQ&pjw8_%4C$=_2BA=Mhl`S7iFKq+skWdS=j8`3_44%jU8$JrIxAmcy>Au+fcq~K1Vl)iq)j6w zsWTK70-moHG5Qo{tQ~xlZ{GAicY5)$T9#B~&q-n6qh~TdB=EG_n6*+n%s1ZZ`IrFO z4HkwR$O(4mufgpCaAsy8|GVYj6>XU(1J>W{RUW!`sG(sC=AfI3HWx7xV7@V)a4>bo zjLMXX-;oLnEML~Tw+GcJg`X%ZVWc>vvxA`3^IwEwsxZ&JTi2-hGtNl-0wZ8tfe_FE~z_bDO^(ct>Lc6BC=+LWIL+AqlrOB+{ zMl-LFwO-29mi>H!wg`}H);WL0a;632_;A&?e|uDX2ioFEI;Mj_r?M8+~={ zqjp~x+*~qj$&(ILRuvTr3UNK3GW-TU;}rCDDV*fJ&u^Aug2m8eT?fwcHV}9OAek)l z?^STTq-cVu4Fkv&K;|iDWJQ-X(6r^vb8_47{xqXm*2Os*vi4NJ0T z{@Y`X0JI<)D=I3M{`fH#a)xX{MMnBToV>jJwKfQsRDqDfm>T!4`b{u>NA$D-5rVY? zXLCEL&848xw7q=;Zox-<&#$^lVwEM!UJ2knGVP~MNPL?c8%I04ni1)W{b5!Y`mzDB zeava6TaiF|o2?#hG4Zl(*f+8k-^$swnh{!pxeHPw6tvhAj(2XwfZ%?9@4EliuV zX~Vp`Df1CZ`dcX}J9?yq}=-col0@SBqr{Ki_^Jt=hEMcsMMn_ zU;bcvn<#giI+r3TeD&_0b9EE~hi{m&YDH8_Yqg+juk zsbBKL-m_wqnIigB&1Narn<@r_*j!8Ds;c^!J8)L)n-% zc5<1Pm2V-w_x%hFyD%mlQM??w-B5nB#qhnJXI)}rW4pkY_n96Bm~n?^fr{BNfo4h1 zK5&Qk!d5sb|GVzSwr#3AcJ1nfP>RM-&)N|}nvAR)9b7l5UTQ`kIKRyl#?Yv1ot_Y| zZ1LiI(>^~eSX0ghj28V)2AlF35JdWO%u%GX%iu}(XEvSN2f|IviZ{a!?AvDoIbMuT z%~(Z88NEq^h7G%bplLl}64q>s>C`=qSedJi48Bd%HG%m|JbUh-D0&3YgfyVorgXMK zeL^*G(nU->eha;jSQQrH9|y6FJIKx4?CG*@T^C=i`72gTQG5EYdDe>;-Ox!8?$N&t z76Tv)c3ZJx#RuxR5pQk)-ocN8aC?$(RsHzkTvmD+Ycz?S{rFk+XBcA;+_jEQ8fP_a zn%lLveu@Kk)*E$g;UV*}Al_3iOh;rf@ZXS-GXLW9dRt~tqVPB zEqUI;j^b{@Mon8fJGQZ})&YP2F*vJ_B5rPn(JBOAcrq+e9-yTtUBlPyY-}7POiz%^ z#JyuXHYxl5y)&UH=lTXeA?bDZh2i_ zUBC6$n>*hunSOe{clPP%E{DxduW9DoGy3%W(UyuD-Mc$9Uz#x#I3)3CV8ioAHo7F0 zKaP+i`6_Us^mt#ClWPlf_bh%V5S4XtL(xOY9NWB?BgZ1>nB#YOfR)jy2FLPI-_ z-`iFXnZ^zT%fHM*TDwj{=!AOk^?L3i#(ZOX2Z+$+0di$|;o~-ygTWm5f#U#LT!Y|P z3vp5?gpX4pW$l0UYPOZVy@ivr^U>*7%d1qB6k+Txi#WYt+SI9fygS)o{{Y+|>V^o~ zcafU}EBgSn+ckBy9zuF1j819Pc8CdDaSv#`EkNAOq4-%)*NtQU#{{^13bcR;U`q5B zdTsAFfrHNjqJR`O-K2-L9%nCHm;jqZZjamV%3dWaIqIDU4-Tjv3{*jy^%r>I&fB*^ zEV1l+{(O4>1@|i7=0WGa}h4YX*`M+zWU^G zk*5#OS1TiGYsPP$*F*{&QCheV8QG1g)|hG24hnk_#U;-tNzXs#_@@?pp!)wn-hlJ# zo#UUVrO&!bSfzEGz}R&H1X^@6JF!*Oh4M{aJ01Hz0^dQ9$u)V&iX8(| zC-CwrZUad_Ad{uA8NGwg%_tor^8xHx+Tjzw0GT=_skEE8FIPIuz|8t{-;k9*cPAc&-9QO6%T0O|1j4&|en1d{hbAaEv;^3;O`H_;q8uwqU%zgxpJS^?dh%e3Vxf z+p?E@yGGNC&Pm%3se#j$`rA=U0hex=lA5~U%fWJ8O)pZ-J_Hf0?Cd5{3vFkPOf>jF zK&-sL~?IA2@zIHF4(Hv0Iw!=rr4J29V{%ky@B|DJG^P;e+nl zYvcf?@$y5K1$n&9&B+#`zO{9W<1c)*kQ-dH27~tg6d)O=Mytla#E3x>ZT`xY>4j~7 zsI&`M^VNJ$;(eIz{)Z1A;LTOcty>uM)qcL`#+_de{_$K&B`I6mX(vbS;xp)X(^CCDv6J+Ap@wMvQ#7c(@P|0WmTSey;63>_r7mA zwcDRR{FpN&pM>?>WX}(^0ipab4cotO-;;kcB1UZbyp67)=0%lvvuN=*UhoF zPj^kCaaW*_Cc+cjw3+YAJTdGe<Pf|X$N0ZJ?E7(R$Le8(>cOD0OqKy@@@O7 z(0boLy&`&VGV@psy=L;5`bG;y<%1Q$JG1qSo*PjDJi2(|^mwnWl}#p3o-7qR@**EtW1_s-?aK0?)JIf7Zcf5Y<<%>wMHcWvu_1ClXR z0h`o^gcx@EUoPxD&=H5UBg_kh(DUl#$C793arO%GtN z#s(R##Z&d03%!)e$s0~fOl2nBf%FvTBO>ksp75-jFofsC$)TZ$dh+B+GUkCst|uNY zUb)iG%S&PFAjQ^}&Y;)f1^aUmpXkXRZh7G@LIP+*%WMC3an|>!Z*gLnY=3uxj>bn^ zrYS8MA{ECSA4Y7Z0uZE(Zfh5Rq~b|ySg<~Jy~i^i5P~%v_FH%E2w7ZHuLew6SylD+ zn>T+>yq~7uT!vN3N{Wp~KDSCuOWR5>j1JDD(WXz=O>R|ogxMSbJ@BR=x)3FKQw)j! z1pFS={ZRi+A$4CiSx%iQ9?~-S2Gdfc8=U{Zc+qDsm<6c0Pzcq7@*)}%wg=g@+|A-| zK0{jk7gZo@uA*IJTrgnZ`sK@eaYB><*`y;w)94mvhmCb-H(lbozKzRJL&qOKetdit z+e1jFqqRx%(T)ex>i)x5M4|ZDjTa!C)JmISmI#d#6o2;ErS4}e^;fZBDI*DAXRocX z_n{6!5t{d*hE%f^a{d{QV3&{dgJu>MD=UwNyg${k>z=1WLDvvsxy95e+mX?!WkXW#LuEKrPjLA!23tavFz)!2N>PMPC<1fcA+ z=2<-NdlMf#*>VjYIN|OtGkMs`=n^$t)mD{hgYIfaI22%$(L`lzjs7l}-(S6Zca6t5 zon;RXjc#T>umh_IO}Vz&g{9H8!NnGJpEj`#)gR2{<;^dVRij>>-?@VpP5S3S&na(4 zcif)`UqGR?QY)G)VUzwGX=rFDdzQ}j^;$O_YI;hG^~-n5NrInBrhg^_-=@&W{;djh z1fPgG<|+J*WN3bWHQS(0rvFUwAiA~&N{iZ@{M*M1H99)qMl@kZ`Y%#vyt;?lrR#*r z#=j|wBrTNBQrJD@&?~N)kljyN$_gr|?$L9}EK+H3q=i|^_;Fc+klQWw@9=ruLhaWk zE`M{aMbjO=H-9eOr=zW1A0R6y(c`$sR^9bjLHM$f5AZL9ew(-z?YK7VU|G(bxs7}8 zqou^*h3WVXvW`B(OfbKjtL=7ucy^(n*6;f|#~e&x;*pK>6Op4H2poYaktle#Wn zi!7o;LJyPCZLR@Mp!Ad6?2IhN0w~L#>vuG)Ag~}@L3XkM*!6Qb()Hg%jUUj4pjmOB zh5?4qZi-fAWn~kn-4w{M=ZVZfo8uv}mEzldY4gw)YlE%I+i&zU@Qz<|T78LSG$-wS zmuJTZ6jT})9G-)OLr#tzxAW4K6xk7T4gG)EdhfWN|MvYql(LddiUuJgBeSBU>|JE9 zB4m?7X-6relG!4Xk+MQ)pkX9JSs^J~C8G7cpYQAY{o{AL{jS^RkI&_zUa#l#@i@nE z9OrS`uk@Rs=gE{3{j-ditQ^f8mz$No1h&-fw`(tNP6zmvWf+ zrypH>8qaiieJ$ih+fJQSnMb<(qq=9I5XCK3>Lgu&z>P4AX;5DK9h+NTIQ0dnV8S!XYAyl`P zSJLz5Xd06tGej$gbP9)?(C43LPo0`FF;x=3}o~=$qSs>A$%b5(1a(-Q*r4Z&g&u}}DEiUyA zgSg-$l)m@aKbv4OBydUZqAaB0Ud%X@eY{8djNekR0x0V(>F~z{tDNFP-_w50pW06p z62Ipc-IyCWMa(j=rSzWC-3z53b?fAbGb5*Hb?M^OW8IU#I0?=N3P#2FGjUph-LK*4 zckY}Z7jH`>2rTT& zbkCbFts~7cjq61~B~l_SpVs@>Tyw)l)2*%VblDP8Q_b%YyqwC;IQkrvbwY#Ant$kH zwa8!<64=ew8#>EPAtoYJl$2zNRVLL4G@N=Wuq zHQe)egGTxu4dA{BCgbPKIXrslRtAIRL~(ODMaiV3_MdouwlRCTBK_Z2K(9J>W>_~O zGBU?u-=)%jql!ytorJEUHZI%eCvTzao03aDUS7#e2|oxD^~vkkM|U>c*7RU?-H99i zO~%hsorju(XOND)9se}*yUV6c1I6QyWQiBd5~M6ml{%=aXWiURW_>#(P z-xOgya5%Q@nn-)4))7(!P(&zAL}TKs3ir#{#e*r!e+>;MnG$zP>A8`;Y8xBN#+CnG z8>}M78M&uTFZ-5W`;?y?H+69_p-913!L9A7&}rKz@{uvP zP4b!t;U?ohSPpT2j}g~EM8#U|5wk9xW@=CLFr29ovD3K7d_`f^R8k_y&6_&tVtBI&llBdf@tE=!=sQ|QnaVPY6>)07?&7QJo zJt7`#T=)+92mSi8Kh;!AE&0(SHTVvhl3?OZB758M-3THaXUqw#JTBi8C-f*gs;c-L@&y^*TLi-_BXB(x$qYxk-eCl7 z_iq2;9r4Q1!($H^1gCB|}&A zIk#f@tJ=)r`E>)Uf|LK%C6~O5iynKL94&5fG$^7zg}yz#_==(Z$)5}T!lur*sjB#* zOklXYgGI{ExksxOQ-63II;4)#jz1N8r$znK*M0qI-tNuk&nrL?bUDr)2e1Bc>a5{r zmDR6iM<%)Tyj3^iL34O!~_sXGP|&57ZVR6fWc#=>Y@1b0>E+YTz*u3`SJx?&`m5XY241(nO^PM6Vi{J zGe679Mlx0hnz)l@Su9oLhJwI}TPac^5q61%vFEHmOy2;S;9n*MFe0Em`}TRTI)Q+h zl9eSg8Rwwe$EDXZH;2IVfw9&EhV1IgKeFlDo@$0kA3&W!^H=bICWMp_d8Jz>Q{sY1 z=?eFlzZIL9JmUeFNAh+M3_wv6(bqx%<3%&~=C%$LK?rZsV9uP{Or<;`5X9aYTgDp^ zQxe|nu3v5KwYCtY?aq3QsH+};2vb{4#c9=8?$?f;JIy#{1%EqkkN#F3KG1IC17BCZ z*U2H9KDRzx1w3u*+l&gIbGig!O|OHYSY(X(#q2@e1txIu=+_+XFeP8R1^QYJ{ zhqK|0b9hN*8@~}D7IcWxtPrzgLd(>AWh9^!-~v+&=Qn+sL91#GK-ccT^W0oKb5*6r z>2IrY_=^zx+=MNEzCXA=TH0}X;i{t`^Xz9+qUCh>7V-SThT=&vw2Gr%^NeupOlfUe zU>9sS%i6lapvB}{YiiD(I^`T!*8S1>&Rx27Tf$XFu`e@w2Xth~JJK=*4z?t6qQht? zZ{0f9=B#P^X)&(J0wY0c%Cn;48N1Z3e>tP12tEfbZ?ocIaB--QPs5dyqiXA@gd-`h z(CjcMNv)f9_pVQ5mrqr|*nwn81Ol_HtX@Oc9 z_=i*Aqk~1)^XG-wTqGkFJ{++=q$a|Fu#57ediO8$4UOg=xVbe( z^63v(iVZs#Ogy$IZGAENcq{rLn_iZT_ijA_Oc)7>u4{Yp%i)CGqBLZfN^&O=f5`d| zDi8>&pmCS?4|F{tS8CR*MyOaV-KWqEq4{+$93p zQxz3AQ!P_uZ>XS9bngiZ6F0YwpB{U=C3+SLgJIWVp4?EZVPT#th7FVUa zpCzH!pns9~HOU2zLQE7osg$&@eydiTCi(OhoP#4)e} z@RSazwwu~KLO_qro0lm!Qr{!4?}DWzJjrDmNT#yD1hIZep^U(hvS>t`m^Q6jzom_o z?i_Aoj#Z0VqcbN?G(>vfjgK$n6=nTf%)d!xIG`;gfYUd+F?|7|RSI7)XqosVZO}N1vh>H)YAv zkSwlohP_oI6l~VmenMUDTZw(mR3v$_AR?A3)Mvnpp!(Fk|70ZQla6 zpB5ov&F_v}H|b!Rh!tN-T48zL=$1W6M+?Cs-wsigVO&nF$YSXw?v z^Ag{h*KJ1I(bv%MHUX%VeQ&aG0-v0>+T9PC4}jk}#*rX^C~y6CI__ru^mT|y#FQJm zo9vavHSJ}8cQXpT5^O%HES%Q=QK=f|a%np<3Ml#(^69x#< zKlnGl;b5G*&%iSzLC&$$-?FX<2ZZ}0QrV}=Bv7QmlSKaIns*W z-*cB4010S(>qsaz^2zx>#E&Jon&CJ1PP=6Jy4ZM-I(heJQ>b0IuB+SLSO9H4e>1zXkY>Ntd{@DF#a1(QMHg|t_!o|)_+z07zO`3K{r>wr_scBa!v zEFz)F#UcOF_R189%wZzP6Jyk>Rl_EYOELSK`{s(}^$57bAZwp6H9cLvrG_(K3& z$R8}a4)4})J$paidB&tRELAH#$?dcKY{H*HG^2LMp<<^+k=v zi3SY?=|y^AQ2gQ>n;}Y?_MbyKpemOSf~-p9^p_U7*w6i+my4a(S;Mh1$4n*Iu)LNj zc`+m15lzh>01qF9+DsS#kRLUC4JjYUGBd2VV9-Ukf#yjCRWr_KikL>v3sTt8a1k|c zowX~2_vTdVtX--H_9GL)6t=07XAopT&Fl|2#tbtGsymPxhwq2-anl&BM(VdCAix4g zdYYl6q@=t9?mo{Z1Qs50h=OZTY1-6wY})=VO(8d>^Y$?O97M60hMuEqB#u?hAgQ=C zT3x#;k>q8_auNB18~&`mlHtWUmzO{BiEKH0ahBOMSOEzW8XEVv?k-CSYS{z8g$*LKxiC9Z5WdTp=SY41#Lkiq{u0BV6ghXWEsf#eXW`rxa zQaF=E*~efiD6;n+IFQ$+!^B3nwzGy)@1_CsO$Y`LS#{|+r|_*!q`g++8~A^?5ijOM zM=n?p9(jnVhr?EWa~Ah5YQ@vJ!=KA%!Vuw1rg~cjlc-rI92wF=r~usF&hv0S6cxoQ z1g}@kX`o*7fJttq%G5-M&o`n|<{hp)HVf&dn@`(TaEctgdJ4LqUBE3+Ouzf~?ZL|3 z5x3@0#DJqN;aSSEA0yKrFR$!=Fo1f5Oeq_I5@FLAf%Ydn+-$e$_>}H4Bn9}nX9ROH zZlok+R^ruzZa|)cml_}i@Xo*2@amZfY>vlcEJ&Tzs(+2(Q+SSd+ ztA0_bGev}0d;lQ7hpf!V${M+4%P?`@#R)6pn7dEvGY~4dM>zX%1qNQ<{x~r@zB4+O zcqWL37#XoAsR{bkMU66nfIE%+S@6vlplz*&FH0K!dAdscMzG(MdH@1taF5|j?M5da zZ}k7P0CtNQOE`09Bl|P8zfXMAj!9$Zv z?Q!1go>*uGWiq(k0zbm~ELET%290@l$%dZfLWMpxJ5z216}yc5fB&{f&!v&h15h+= zpdKUO=g*&}{~MR6Pc*{;ZSN0rT-aSb1o^6Gft$pJkQ39o&WQ^Dg+it+G;uH zR!FNCh`&3^wi^NMCzipwad0uwz`I6fqB2mCzQ{J5Eh|TqXXN+=UeG92IRklwc{NC^DlC=AU*^)uk6Qu6(S{-?uDy zz243{i-B&$%3MMeB5m_57|(9=UdqeJ`leJ}MQkhg52ApHa=$9$b&^?5TXbDKgT z`=~}`ck6oZIop{=>7+1*CP1@H-B4o493>DlM9?#b`hU1$Jbnv;^kL&dgd7s8$v+sZ zMZ#A=cgx}oAi%ruL@exLUh&)J^*4K5aU6V^p2xdKNY0ns|Lobs7DFb8zrMNAkz6qv zrvQrkeC@t$=-oN3LrpVW>`5) zm7h#A==lcmphhx`1A-tNFEA89nv5geZPZ3nvl+lfC+%wqbqak|&BxuJ^n4cqSynd5 z^dRLflZ&@kHi{}Fq1k2+FG@qwm5M@G4A9BS&khw-cIvU+Xa3>!skeq6+j*0aaiMAh z`Y7?|m_EG~Q3{2Hpt-sol-+nB+6*33hDd3LD}^Ups^t3jxC&-*Ve5qEPPv``XU?|7 z`xs%IDTN(fZ}%uTw7yJ05OhgRkB+agc)8ls!{b0_Kx=X1qZkoeeqeT{PNxM`9P8Kr z8lzn|P7WQx<2*dL9hBq_!Jv5;y_O%{v*+in@4hgs?2&;yYDtV>jLVz(8EWT4l>~#n zO80pPsa$eU1t;a*#QvMpRTv!U$bq4Oef}EZX=Z1ch52YS$yr_ zzI~}L-v0hk&^)k^?0>WJeUtffqa7GFm+Be~P5>`nNw#CiQ2eoDY0uW$4evHmg}P@E z94dR53p*rZS+1WVos;f9u)j8Oo+8E+yF^ z;l~MAqSRN@Kf_1Z+S+14m`s#J3eO)(<3`0ISDVUEi=+zTW^;a_z`V`)XjF{PMq0i+ z3tj5e<|5UbD4CG5TibV=a6o~jR4>NZ|15_RmO@$SX7AEW2t$MsSsu%-l}?)roIGkUXvDjuHG}xz2!UcqqPQ|BKp3bvedo?3Pko%3+qd2?pos zpa#rOkZcwa;npLArlUD@0$1t|25lJ9FkxXZ%j`$JqLGoxk4b+NpkRF+c{pdbII~@I z{=fr)@xVM%zN6eI|Hd`dZr%9so|lA+5asK2GxO557Q_hBixdnYiYZgK@QE_9)2Vr8 zdi#lL_<88)=`|#Q19vY@T9}Kl8*j;7DA7m^4Q0O+^GM7kxl^n3yEuoN17jw8tx(xE zCNSEW4Xmib2c`+2u1`c%%3stw++O@Clz{WA+0Om-PzaQk-z6KOuu$XzHZlPNvS6xW z#v!eG1=V{X`8MHKqz~fLK<_O1py~}JMrmS5%%u;VUNef$N6$k9eK;JN#h20TR_lKw z0wE6``P=zvGFqA$Y7xFV!+wjO;>(wZpHEUuI&3^E|Ilftf*V`g5tuCb_#F~vc5j`E z=XmKkkdFVve>*Z*xdf6)3pRDywA6ifC|b-(f9(w(hzAuPo-$(zf_R%tE7~wpCFU$2 z)6wP$+(Xx`P^mE(yZ~d*mA|)q{_>?m>Q|H#Zny{{O_w&2-Q0v)ng4c}Z#XGQj41go zv??zs7HyhBvkw*glCKvY%wlR4jlT4Pls2*sFcsOh z5TB@IrBxjv?xSQ!AZMH6*YXEx317_l20XdLVbb2*c|R!u}r4_ksXaxArQ`bKRVK0 z%|kYaiEj^LS|&Fr+XofbRTeg9+Cw^V=yq<75@TUI7**u7dZ>92NZ)hP1;HfsFbS|0 z6U!u*s1@B_ok&Fcg$%!k20>EF_-*x@eOZCd zShAI%#Ecb!kkpjSNZ~kEL&}RLmUH!vk#layHr7N73j%-94<77eI-`SqXE(og*%!$y znV9EixAHf=>a3nUA5Br&H!hkrA$O@7geZi)c(bJf|8T{I4f{{k_*VlRC!@yxvknco zHt6}&rzzC!jEXWck_-;im#&PzIZ{7_-+wIgW?7%A>rOGjd(VXT zIni9|U?!{cbVhuAdF6+vD?SM_i;09^)*xgLuli5pib&JY&`@eh#!?aISPP0 z0j?fs2YtK*SWKt}Q;XV+4AkqXAU-F8fbT1QSvR_2*yX*C(%vwyASSm~TW9YxjWRZ5 zH{qtBTkPW4Rl3&jGPmda*4&m#ZHhiWT`<;x?LQIV@R(R7b1fz86SD|~)Z;%@TLX|R z%@}DXo_J`8xnl}_Z5vyd9Xxc1!ZVE_7;94|8YrO@DQETEGmxR$^nD3)B!Uug_yYk3 zn2~Nvp!t9v-~^`>hT-VPHYl_#Vx`GL%&R`uX8N@mIYZ6D@$v4@M59bjqsknLk{ouf z>{&d_AQziRaABxyQ=qF6&G+WsU_2DGn(bpx$KUYZb@6JK)LW0Si+fvGn3h{U{H|=B zP;nl;tGzpcaS>fJUsSGTVPXUIJv)#BPMqD4#bcNQr+s)WupHM3`ghxK*d2%b1n<9< zNPy8<$!6T1?G>6SccAE!Ye_v)u&ulqa~6z6t);aV-xsdkU9SHW5Pk5MeqD_YeK_G= z&(50$GL(Z3rEp|(IJi+0cT=$=IRAU(|5U`=H%>Vk9^M>01a{H??BC!Y0eZJSeUSr6 zvoNcPBLtxsLzI-{9XI(x@V4*YwrFL{xpPZ3oO%zn6*UWGB3)=QwI_RWm0^py)3i>B#AObi)XpN3R8hpUYKcCU zU(rw%#hJIKAF~JsrGAI+jsOB=Uhybk)4)%)IN5K4sghVNn!jWirA&2c?o3nwY*e+R z`#-!v?2nm*g150G4Bmv#uqkiSh6XOtU(1r92_YNE-%iz){aTF^{&&0%po=Eb z2{GkEgTVD<<}pwt50sMhdw)+>pJ&5^k6$;hzOIRKi-}FL+Y3mjHoFRgD?l-4XPNqb1DnEYhnmXu-oH-m!asLk( zxboRTY6m${6x8S@ZL^rq2;yx=0jP_CN=M})ljA$}uQ|%7h{%vzR%=gRy?f1SgYWPy|2uIqzCDKr$GzPrb4S;-qA-QlwSnCvIxyHp8t_ba zwrFuKAbmpNOS*`bAVNG}IRsMd%KPC%+7){P5JB3R>W7R32W8C=P6F(Px-0&mUZ=m! zTQ_06OAX4PZYx)Wx3sBS%;@fcIIc{qr~dC|$7NN(XpNA3ot`bG0X(Fp6U_&oV;zk^8ovY41E3}C_kPZnA=enn z2FX3J;(@Q~?$(>kR8oR_Ob1lnjjT%-XmDiY`8%%N4Ghv@$VR+qPWM6>W;b9z-o{>Ki>LGSiV)feF}Vcb5r1!5NJY>=WZoAd z_5_ww<;t?U=^0yr)dby!2E;qHU&{|dg)p+85*88^YZVo`K7(e)t#F9!!P)!`F_2hH z#GQR>PR}c@&4abyyA~`BJA7ESvBRU+Jn@R`-AtWsr-S|-dS@Q@nF>2R?HS`$?CGi;E0hfGK=9BdLe7E` zFi9yZ2m=fAhRq`Oqakq@YcS``OzVNh)J)xL`MvO#EY+<;hD)+ zW?$meyKY>QS;h0on@!K@Kqd^DqpYq%PhByqWvwW75V)YQU?N`-QNNa=iY2%lw%96m zLOdoPf&&%H!RDwBYTR!fNJyRzJy?=qIp&#Sp~d*HhWB5gJh$Sn{VtW6}&hw zqQ0U2+F$*vtZcE8T136BX8vQ4wJeH*+m|(jcm*g_mW!=8+3D+}dC;bKj>Azdd7JDm zwQQiqP!G%q#MP8qk#8!<7#c03q-k^Lj`;t0t9PH}N>9TNgZE~303`zjt`Y_?vpRNr z{xuSw^$|F@| zmT&OjE4M!QLS@O?ZMq|0UteX|?!FjJfs#ftS=H3r35Of*r7WVoW5ivuxwcVQ;sc%O zLJo9>e@|JbVP3z0InT%jXystw+&MUwe@xSlawYjn6hsM8BIKbSP=VBv!8m@-E?4cr zgWJ(-@o2QfLl^48z1>#eQs~U~B$tKRZwD7_OKYiJ*Q>^(?9Hg`7F3_oCiL{e1SpkR z?8r-}!Xxh3k~%)AH?;o;=pks;S{RiXd6q1U@UH7586EbNBgs zf1L&dy-Z2{el3Q;qjVN|CljvS3)NenPv6xc&Hpq3lKL{+Kcpu;J{8lpx|%<1g!2dq zX+vJgJ2d9$%}+^F0-gEW4ctv-Z6HxzR^8M7Ghwq(snxKD9415&E*t%aS{w&8-`VEK zh)WeN36p=9{)aKOpLd{R=Z7y5Hh>TaeZxl?O;I3dq6|2HRU13_6#a_epn#P$)@Hbq z@rIZx2*j-6=bI*m4(hbwX(Y%TmhZrphP{xjDoAA4foZ&1cIslEiH>sEHPZV9D-E1| zb@{nl)$=Up%(Ne$?puAH>c4K>2(lU*qYgd~v?3g^QAGxBWj2&aRzQTtTx^<0ikbU| z2k-u4!VH%f-;G@$E`4|~WX^o@g>^kX%ogZ=h_2VPYwqRv_2@}r2M(DpR<<0f) z6ANz*v>YmWIHC`#aZ%kNHRS4u@zZhdPjPwI@0u^T1<{M}*7>tDVRGA=`T?$&(TDT@ zd$BkL|BCzq>ivG8sREVIk}!}j_zw)aO)s&RAz1ZWdcVCq1TcxD{fqw1eRRC_qbd16 zD0-?^Wu^UBT_N_B9WtkFe_)#ls4)dp6a1E%EnofA{T@$5mGkle7St&pn>=#cQZytm zayZb-%1sIJ@r#uApln4Ws6=q6DN(egv7pD3-GFyj$)b6hA(74`ho@}caQsPDLAkb} zHA@EAJhq#I<$zoonw~*T3Ck-FuO2&XGzuz4<_T?La~$vuh9b#vT-He$Y8E8|MPo8_ zqp&=!+qQLGYtoF^O!!-ASNr|?51TKQL>3w7xGYWP+gDdNNRh4va*U;(Sj_G^6Fwj9 zWcRG7ejac6K{l8%ajr2}P5o}v#zX`@ND&%hL(NCO+u7}!uEl6^zharHE z#D`_hIkYf6}Gn&__7m)S=pCrQ*_>oJ6Iswb4W`^iAnEX|A zY?bePJIiMx*0Y}_C^W*k-IkF<8x2PjPc|6P!XMONG1Bb1sjkA6i>6z)T73=( z-oEehga*lC{uY!8AHK4Du%@nAjbc^NooseH2U`I=T7tdvg+}ZCzM9) z15BSYr?$^OrJ{kOm=RAr23N?ZWwq(Y*Wn;6;%F~p)8jwi$hI%Lu`Vih-Ij}IxR?}<@p12!s~|hm5XND0-jweFz#x-*5M4lvUoTkgWo6nt zh00ZCS>HyQHb__D%X4LM84CdSz!x>3RiB&xPYciyj_N_nUaq@3Bj(zrZSF&fsBCu+ z>vcws`7mO+?zjWsT1*`a`-!CBeiArg~TVgv0hr&CZlo!N%Zj{=oL} zsi}rRWt*Pm<}M_>%FKhtRFWGUkg?)~@x9OjF=!+M2TJ4UXF2e9gv&-rOwQnSLaDTa ziuu^0`QXj-WCWpSPjk|jylddqkL>ozkoA z03Amn3qL5d_=nIcFi~`?jK`rjlVZgv7)K%v9G+ql+>0r*6a`>Oo3 z?oB&;ItB6ULJ`SPplb&xkS>*%<_jq)4zQh*)^ye}aS7ehX<}Qtdo6u^KkZ_O+5=nW zZ|MI$;2U>X24YG4KM6!{+9T-X(0b6?y`!6qSu-uV(YU_x z{yO??b4!j{?lid^6QADc`mKmAeutuR($Dp?4A7j~I=5SVizVi};&lh*hRpw6Ugi1Y z#`p8%`%PVP@Xwc!nfvS<9Y5Z`vH82npCj2lQb7wvqP=I28_)YKsleLLRW{U4oajy5 zm(m|^7a2If8Ru1L#^YxBI*k?HZ2e&}-|Um1=b!|WwHJ$$Guf?P9`;!X0zJ6`Lafa+ z5Q9NnavvO1UG)9=LT$vgchPI{yX%5mdW7}D`!qWMtAJ+HIy_rm9PI4qFPD8*@=8sN7hz)DqeYf7r}5JPtL8s3pl={?rxkxRB7@dyh}=s$JTAkA{uG z0ia49fC&#R)97iDoKCzb(zykH74zxvd(J%Pg~J*u0XFb8qE)L+SQ0%S<#If8E;5)$ zj_^fcu4v}Qt=}Fm&fkz?$Ph7!YW$sjRxIddLZP&KN5^@99cYUm<;Od&UCUi*;I!ol zk3!0-#Ov41Pg&tUD#uCZr2C+M8m;$f-aelh#xDnlnVd6};WQ|}pX_ZAB@&>3Feu2$ zpjE}#(lwCVVXhan^Vhfo^Y;$#eG0;Y@wGh$yYe>mo_DRaht|)`D$)YVz-Cl>6T*x; z$nG-&bmF&JrTUIdc zf39Zgb;nh!=lIM%dlwS0QuQmPR^{6|qQzd>C?Vkw-R@{gP}vrQiH9gv zn5%FHNtqn-$lj2n;SRt}%!(44#PuDF@P7(M%$;_cxgAjf& zGw4WPVM?t+2KBleYte$D91|ixXA^Io?m7zGSiU7G zA5l0vBkyTGr!!yx`Y!$(B9Fg$zV<`VWZWgE#LX9i0+6F6GWx=&L-KEYC@wBH%udK@ z_4U@J=^i+8`jI-}N;;!A7Uzt~M-A3!7$6;j@pT%f=HKx1tE(3tUigGNGN0pbMKeZu z`X8KdvS|%K6XeuY&Ac@OZj73dS4hm4ffU-)y`V|-UMxI0bW)*zZ>_cgLHqarw{eX^ zi)^&)>ZFncN5OLeM5aY*W|bv;GaV)JgdZI#uKyF^vjXJEkzE|2PkHVxbwmi6E+dKKGF*L4YT@tCMiw%t-5sYgbCpRL)+(-f__m$wToW2vU9f19>UGl z-dH`sJ$M6MN~1~GDGJPv%`iA$d#?Abl@VpI*W|m-Y|N-E){EWcF?6b z86}kG!vKMydO)E0jDpI8 zw}fy(%bq^?HZ=wY+Ghr=!6QZ>VGj;wgYE&B3Crdbjyd@4R#sJs#FRu>Pb=`}_{o#o z-Czf7Vfg2h^`j3zoK`WS(auoM56N3nWGN@f1_odx?#38GIA3f$zVkwBkM^iZJQ&Bx z{^`>~-)gtVH`{gYyr5{su={$}^Gd9h92cNt z@dkdJoc?5Ri`+>CG7rig&fVa|x_DO_B+a*~NQ#x6hNy_b4yEg*iLC&)jTKqlZ#)6c zlio-~>J-)6{=D8SI|bOT=tbYE(EWAD{!ClO<)@so5=(cquJwY4)uPVOi;c>>z2@MI z)(Sv9&7lya3t|#+^67;x?|2_#H$*O5i<#XkRA(zL&0b^mL=qNT0)eoq5lqOq6Qc+L z+;>K~tXf;(JDibj?>({}Q0ciwR*v=V-rY-C=0pf3nF0MiUT18-U^4L#s?nb;&`QV# z4j`zlczwLWNP#@IZEyMA6!-DZ0OG-ui91dZN1e8uf9J};%eC&&t7x&+6wQKPs08=F2_n>$`?-yf}EZYz1r> zSdq(KV3^{b(bZtRkOh5HnM3X`U{c|9^Z zuW1xqd}N`cQ-_B;d7+<=SEZ98@ep~imug`oU<-0!9V1yJSY4W~rYNTMqD%>$u&_tM z1lM;UYI#^B7HDV;SsP)$t$WW~5jplh@3dR6Yt^ax_6!vX(yx_{3@QkS;2M_L~ zg<{dcj?RZeLcD3v*4A@ch1Nq1B_blUs5cU(nf*&po#^86DE7ROG}ESbSbg&iC2tjvuOtVKGxo<044oQXbpvb=RC7xhjK zQEu^m7nxY+*o>5DM zS+u)+=dMOWjQoGuxlLO)e$dq(rM_yO^Lk`?oVLaL5Wb9kH}qHE&kMeNG=ijra8P^8hKOzFx?d zQcA;QOYr1pvioiSe!Ul~s9?Lb8?gHE@trX`?@+Ld7t__bfo#+LsZ>Nu`?jd4>x)ZI z>iX|fH^%jn@$rJo;gxrG`L#Eu>1GS^g%*Jhg<$ooug<;aCaO`$MOk@LkZ4i9 zBErI^Ncu}uS2DAD^JT4Z4->oHOLUH-$ZqWt78IoWctTcocCpSENWN|RVkT09P>K2R z>(=WwscW2=1zG@~Us&_Bz?SUUZXsbOj`o(#BI9+%xY+f(KI4%ff?U z#eLXhVx35##Q_$zCG8FxB-suk3ubUIrhn?0Fo!rr@f>-<1`hXQn-qoWvr2i4kk>O) zdjw^Lz;zLeVML@ai!{*&2#${qzSYpPh|2hl%Mz15pT8)O&iRKr0%%YM*(Z!;S{}ejK#WU@E=b_W!flFs{GtcgF z74kwrhQu_PIU=47YY~ZBOjy#*$Fng5B&aev(baNS`;=o@c~|jB6&FGFu8%os5PC@{ zh=MUjq8laUvW}H(bQ?dLtcn4%3jXh`IswU1i|w`3iV42D5QDy<-;dx!#?F&=+XweI z5~BiQr!1Rtd+Z#F0zwuo{|K)L5%%)`F5C&(D7U+XuBFv1*T|TdlCwbzSWei^!Y3p^ z&2GuiR>%L-cbi2|gYEv$xJ^|5o;Pn*4Vx&bK1ViZn%NwYU8&TA(MCH zjlTfvEIT$f|Hma16fEf0rcw81o0j?KNQh$xI%+Dhs2KjQL|0achi@xu1cm10I($m( zJpznXWc$cLZF(mhEE)R5YN4th301diS0yGgMlD(tY3o~e!E;cr>Tqw92HB2vl=!76 z;WjKwg&hNB@TR#vMs>ny)w4!5o#7$EZSi(p4A(1{f3sBuj$_Fe8hsG`%=Wt4aTR`H z-J&dCo~i)I3Tt>b_2Mk2+K`?z1p?%d9Qbh}VdoZfU*iAJ^F_Q$0;OT;&bR!QsV66C zGQqUrWV;JL0HY(Pol4YN!Mwhx^|(`!oMVAD2RY=q;Zev<_;lPp*w^w{O6UStfnA1o zSXQuT>M)1?4`mt3#+eO1R1YYzP5BVg2|%I#&@vfzz!3J@whymKZ0s`TiH zoNunIHV(QR`YC2{UlUcAPaD2o5Ul`-Gu-8Ohq^gjE0J}`M#Q!I9HZjecP*!4N@ z&J8-9r))gOjiufysC3Ag=BRC0b5p;0^WFNrlRJ%YZ3?bRJxJ{~`NN~`FXL>M|Kd&H zjG+s+S|_GOG_6I21}g_3wekWH+5P6!gzItiCNy_G{C9*a-B)DOX}D{t7!TaTjOPw+ z-WTJUF2y&|jF94(r%*hq?@v=lHWd6D8ny45H^!*Xlqj>jwN#+D-ahY)#UFaun<{qC zGxQVVOX6a8H9)q`;+1z#N9UUevcZBU5b~mj!(3 ze0=?#I_z-w;7|H3LUUs2wLCK;ofk~Iwj10%Tb1A>19B`8&6w`J%E2K~Gxq%vim=uX zjB1+|D~@k-1bn>iD}{v&JfTABTnCKNkkXyAxy~rKi1IL*%p$nJ_qWW|LSc)S&q ziN*3Xp*|2)yv2X;?D>BS@(q_aYP9o8^Gx@OeGC1YohUy3ErM2~aB3fipPeC2Ry;eC zxmky;HOja!%21Jvmm!yrxe6&V+6-5O%)G0RNcb9Iwc;xWKMiFqV7L<=NDnar1j^L-H74}M$ zwf0YA+q65ral?i*g2FjEsc3*vnn z)?$kG?8k0XY6J%;ABDB+yNyZO2l_*N85$jT}EozoJ%3|APU*U!cCl#TLhRH@vL7 z0C-EqLm_$^swq*&<;E@OEQ?6k*Y(3-`^hbxuHWP*$(A|B#;KD<(Y?DpHBnLOYt!X* z6FF)_=K-mO7nF^H2B9=KG+t?tC0BT!zbG%eU5FnPje$y>t3vCW95DJ(Z0z8R&~--xTiM} zt++cP3PrQGt#%~@c?uBAw+kAMX z0$})->BqAQndiHWD%PpXBJ1vPvtRgspd=bXT+A?w448eE;xBqq$k9+U>zC7cr<3no z1B;{@tVhCwJI4q+3XLHWnU+U?V52aaQWo>#Im;`OusB!(9Wd-^xs9I%sMewtEBq+E z3pt`P^DL^Qb}e31AN}n7wG-mItg2P{9?f`F-pEjQ*SCd7UV_O=(#TV|n{2L)eYye> zVR@<9VMviq)=|w)pU7yt-gLS1-?wiUhK)SREuj}Cj7U#!@Palm9?h;8A;}OX_(9g$ z+VtCxDHBd#{G!>eoiAZb5)vt%=7{oIl*xD}!nP>{SWf>`|0{KMQFz7o*Byx^#&@Px zsWT7S0Jx#Lctl+aCuSYO2Vo(p^FWT@rS~)G^s(=rCo+;$+5)UjE-p znEPc~;p#m7&${epgM7b>Ye^t9fM_7LY1kGp5N`>VR7=IbnD2}v#g`#7=Jk4yJGz=0 zQ|iWH9k%{}K-Q#jGfq7L7$WQB3dSt{aYW(|3bCXY%dHI;r!j^ba+us}?!4i(p4LI|w(rMAW&RFNkUwRt{rRu1-=CCVR< zFv;PUF;p-)L_DPd>n6#Ruu&N`dSeO?2G|==V8=XiKHYrK0_V^V?NFOjNz3|SnbfF6 zu95hCp0(nqdP&bbewlu1_zeTeQQu~Uzs{%7vV9K-*%Y zAz!`Opweail=Jnf0l@wnDXpt5s7s@t(BGxFutop4>C0zis$S!^mm2zj!Y-u6X9(Vm z!z3%EI7;=@Mn~|eTM(VMExXu1Z}WoSR-h|t;%0$p1UYCEb|lZTI{J;Ho4)nOjr4*2 z^KP%k-bKKQQ_7-tMzn)&(?a{LR6o+_Us}=iUo9`0`oGyWG#(1$y3Ih`$cIh`?f+|1 zKYEfe%WO3}I@C9TK!QGLDE2nPYb#~N&qy^z4&@i`9h(zWj?E0XIkwZFZyVPrD6~H~ zc9fab^*|7(xy(nC>^r`_q|fvaEHSe=j5r{H~Ggwc%$^6O`D3*!FVtX*A^lwf6b{vF0jU}>Wr zUtQbOMAX{jqCF^O(ZxEqnYrr5X%bYSXY=8Ydguv~NO5^ic|VTiG!x|;?2YChnC`!P zQhf0x{x_Pph{yI9Vu$I|8Or9=u)ve^ZXWHO%xCl^cvpW@vf=Lk{XrWl{kXx;gR3CR z9wDbj_`wRhJ>jAnB}L1Ysu81cCbaE;Fr(jHE+xfyn+oj!OHY^<+1kZhD{K*~0MjB6 z+|lx2&7gsY9*FufZJ2ORpPK%hFdc=!pf?$dECSe3?HjOrWp6zIvkQQ+=Av#4-6 znI56;-#pBSoJ8^y>v?|=I}63Xr=V$!!z-vD(F^TRVW&tk;)b74>XPl)B3ASw^6Sty z8;umACmEQjiMu6he{_IN(D|i6$U7CB8du=d@klEkRXRZ@(Q&!6{Ylpuw_obrO8#{p zy3re|DvER_m$6d}Pc>GdG)MzkXY5R1=Pd!=7HFNBkF-aZ9sGbSE%@51L zM>ec>BR-b^c%6s1RwvrOi|Re*6%(a>e$MK!W?aS@TjhD+7;)VVfyabBfbOA$J!xxr z{T38CPFLqsr#&;!ZT6MtjjUr7W)DKW0@;Chq@rE}liN1>Z+Z3zUwKlFi(6^!AD5;P z!qmiQ#OIX!l>-|@e>=_(82yL zDR=XPd?gzw>Pnpz0H_>Ep)SF<`Xr-B_&Zbvt5u%!U-;4gf#uR; z^mXfB4_U>thKz}=?$j{MWX-d|Juk?1**D{iApe$-crr3FVx|>5x*2}u_0W_z-L`KI zD?5>85bXWnG;)NV;|$^^?CF#|r`wpiVGmE^Ha&lP7v*Q;Wg`pvMp;D09g>ue-~f`| zEA(PqV~5S(CqAgy|25(sdIfEj`XUBE$GDI?X*_aNXYL65cJm5iFPBZ8a{8%&CvZau z3D%W7(iUqxDTN?l0qvVA$nHb7Z|zpdIj7S_rGA{&OxjZT8jw3bop}oL-dQ;Y3iHOe z^5h8QDpZ%av-@zn7NhzXIUp_p9whmk52uLu$P80CD(CTf2pbeV(V|s0!&;CG(~D;> zn3?B7Qzdh@*5`UvZsxfp^BPgaD8OHU5(&IV-5F)^5RvKCwD^S2&a~oq_Lp^>Y7(d8 z+i&IdHWp3gcv8Hk@foSN4O$vC99L0CRrl$+f;0dESdaeIw!7vsH1IMw%48)AxK%ll z(vDWNP3hjm-yY&`ORa9{g3$33D7? zG4co=(eCIKys6+qeE7+eC+b7~GN>in4QQ1x*g;evBeeh#Zwu`9-siQq&40(KjSA3J z5K46N=DEUm|IY&tQMB>%#FMLh#Vmr(MZ~j=QSye;%dD+9MH7Ot#>Ln<7h>``AcosnlPv zV}Cl$g@BU4R9||nU7$p&sbqh*cIdr$wjAUX46m!+0333R3GtcR9*6Faw$ks%e){2m zcT#6*sm%T3HnDs0{e!xGwhPlIQ!Sw5+!hs%=j!w`s9b%iFJr9qX+|cE{&m6lS9Gu7 zHj~a;pKkjq|H0vpil6Js9SBsL+1Yx8VG))32nqk%TwRvkNsuPKjc82R+XDQ~g4nydtKA;QbVNgrchK67=eHZN zb`)Vvk^wuv)Rx@clp|2W2-D{K*4g0~-cvmp&$IsjNPV1bzg}Oc{I=qA$2EsH zyq_4n;L&J{Pep4Iv`mb)=Le_z{qLC6s_tv>Wr68do$5a2eO_u~DNI$rO*t{?v$rs+ zS}H=rwAnwuV)au-p2Ro_W&hONOk(ZrC(UUUWFDWRT)wmKlK`Z>OUC`ToF?Uk_{mjf1z*hZDGpv8l$5J#!{07X_7UC6*@R^$O|u$B2cw7}XJl`FgW z2<`WL5fR*7f>kf=YRU0Exbn8(01gXj-ZKi7JN&hT24p{KIO}rL7*8)#2_wEG4R936 z{Os8;Rz4a0W>E3%!(DDo>F{HpmWy+FY`e&iuG-qAtE04bhE9UdXylPxCkq~fGHbux z+fp>f(a8ru-#TvoQ6#k!Wd9$V)e!kEEbvV;yn8HYqDD zrPMU{(88>z)hR3eVPH2bVcJVRiav4TF^NCp?p+^_?CTp_Ls^Duw{+=aSglO{P(wo_ zgVkw>D$GZX!e=St&6_ZW<7G}E7fUGDZ~(ktlvUF~1a|JoAXAHGFD{#Mct_Z!xP(>X z)D-toTfPaWy?792a=5y>I)g=rKn$7u<<^bw^t@8>Mbw;s|NVQ6%oY-2E$MnkS^YZ#2tOVHOgFp*h5>;DbQs_x8|=uZQ4o() zXg@wt5(FPOFoym}7gQISjV`Y{=f{c>GkKuu0X_@n*e#jHTPphaaT-L`DdylmeEBk- zIkGJ;0}%Dgx8gUJ@Q6;j*8JPc7jb zjMz7=`?v*9nS?h)v^_3-k=?4=a2DWYGJ>*Whq|GCa=M~IE^@B^g9o2v$UKBbd^x7t z7qPfH1hV%HVg95eL(FL6lL}B)_3ztPi)1%$^5m2J?EZrWoxrGKntljPrUh`m6yULx zjN50BB&=*~#*l0y0Lax^Zbz@+!kE;y)NVu<%uOF zP$bD=dVu=CF{i8^6OHT{fy>3lZ}lI-X3G|(zfb4bkI@U-3s5w4$Phd?)t4KpCtSJG z4SCE8koN}%2l%4en?#Lx+)96}UeG5^PbP*ZK~~E#rX*;AESpEvf>a&|_?C&(5Y<8n zV3|BoaMWsJamqM&;J_ZVC?mqPRI0b+UrN|YL25e%*&^bFLzBXc$D-4Sh6k7qS536b zft?sjNpe!$c9`rpG%Yldi zF}tI}?TFSZfE9|FuU;M55%wTleUQT#L;)T2(HgCwff5*hW2b{nb`EZoshSN?9L=38 z8*A#^s(ZV3p);LlZ7KczTaWFkY*>h-Dky6-ojQ>+ekUZG1&wJm8}4T##?~C+dW5K6 z0*>_yDd8i&>)1Y_(=kfN`fD#3VTbnZp>3<|DR8&-Z`Hc>D7l5;fjT<<4Gp_QJ>I$J za)aG58z0Y@HcjWysG8Tmi;x9&Th}tWiOXe$FKGAh;`Z9HkV#`MMeKlr*BFyLdwQD2jTytngGx2jW*oJ4fDX)vO z)yygF4lZ6@MB+F3?J8^+l4*Of4+=QE&7i^Wppay`-a6`x(7576l5G8*sP*ETG; zEc*v%4xv${M3SHqne?-u?SL2(z=R_vo&iKc7bSRNb=38}e+Zzmpco>RR@uQg?4^h} zI5y0rGa zk8YbU`lY=+8=Jw5uH{Xv4gsw(q?Zq&PAporE+qlgGn~IQb?onXr1{^8KT(Y!ABzfR z8Xp`ANi}^;nB8dNxRn~E27Qa^J{faJbkE{8eypf&kD^U2ju;h9=ok1FNA~CNjvOt~ zH+Z$q7TBF4CJDDU?uT zD?t!UIy4aJ;A8=>hdc0hN^g@tadkinjss27I*CL6gR%^bBC#y}BO+GdoWKdu;OOt|CV7Sgk+fYS{tQ^aQCsv8FS7iDT5V z63=X{e1e+3J6{d*oSeYmY8)CO)s|5Jh`5vy^6&xFK_D3ij#ym!aJpAcw~Cf=P7fz! zn^@8}kl!Jw7J`>~g`>yyD9pti8w;Pf>~@zAj5X`aqa8;e^ZFmhatWO^^p?c4~ge9`Ym?5eN!p- zsj+Z_Qq1KxN|!XfM-UW383?avZs*-{Y_)uFlGO-e0?5FPW~dj*ZXx+`e+G_O@h%#q zN=*>oqIPgOuRiH4G=_$0b6P;!TL6CXRSmq+VbLW!|8Vdon=kVeYqRQNfVNb6+tGzg zFhPC5g>r@BT$%A|v ztH66lCye4XkVE!Cfe%2J1F2=d^2s z=?`Svnv8sXefQ+tBCSv8f3qLXUpCnh@h1Rl1m>my1HTZFb`H2!{)E$W87co1Ok_o8 z%?kUC>)otfvxP5aIaT{}f589OJN^1LTuxM}7oO1Fy5~23_=C>0ZasrC-$@3W0_`n< zk|dtPr6~M5iE$9lX0Nag(*K!z#X6)mZ+J1DMJL-edlWE|cYK1=FxfBXM!J{f1(QKF z_^oRq48=8dOGSYuymKl0YWunsI{RR1 z&Gaib7bjW@H0QOoMc`J;;nm|1@#8ynN~}hGhue;>hzkK%AR41% zvN(0jXe_z=dF*Twv(TUSo~*tsX#9R^GCkA4Gxuaw4h>3lUzk`_x>Xj(EW%q-OJN}V{JTDr`|o)RrlR@`}Nn|`{R5EVedbzf2}#k9AnJI&C{|H%jh=JQ7DvU zk|&Oxp-|?hP$+X%7B9q4tiLdC#Q)~oh)F6e#>;u}xf}TR63Y{+HWbPV9rE9t7}01W z3S}!r^4JlD3xRzt7c~^?rf0s7inuSG8+Ic~!2Oo|6}tEPA9iQfawhKG6=Ryif0RQy zd0tGc(N6ylmKFyin9}9?O;j1*D{MC|dds%p`etiN;L5clgDZ*xlcQ};Z~nGd?_5+l8O0?ewCnbrk(bv` zRpB+MPcTtnpipwo%vZtVTBo!ATD){+W2&Cr_>j>uW|3x{0HNBhq@ z$2~X41_lPserh%CQ|5iem*zS4CT0(P4fl$Z@?~F6m8r2kqL}UJr|qgbF*?{lwJ7TE z!KBWKTy=I1{+GH!5- z5?kav=omUaeG2vEP?qwhqoW&oFEkh<`CupA;>Guhii-RXn8i7Ky!fg+Cb%wMIo_lp zDeg?`d zvQOeJU%tG3^lA0D+w|D^7Kc_BcI70E)P|(-wksC>m4mb~l(rj2KN zZ6<$N$pjrzWfHVK?aQv%(chm)$G{%rG&(T;{S`BJZ(*R2gY5qE?-hQ2DQ8%}K8Bo} zhv$q%!LZW(@DE#Df9do$rXI!oc$#1{hvIJXs-|uMW=O+_r#8|4{1!=qc0Dl`t%Yyj zypem%qt7DgGBM&?XRMfMTsPG5;MCi_OI@bNx*SJ7oX<2U-&h{NUtu3;Q8@OJkrR(v zCNwlu(7x}H>&%ox!PE$KBcHKPqJ@&uLqXfGAsBr&c6KQ*(diuWn9KQFV;lxQj`wG` z^4j;QTvwBqm*+F8X2~@DaAw}3<+TGXdBY#h2X_zT4c14=1SsU$_m>q;H#cjvxQw<) z$;c>{Tw7L`ZK17iU|`(Wn5vel>rvy9lrin&vzE*Rv!;xyHKz`R?vU_&T~^i`Hr(I* zRKB~r+p+D^BCg)tYb%(O@YLB^SdO`j58cO{dB~+1_o?K%$%i!k@e!&;|NDZo&*lyf zw5Yqfx;l2;mmu>E&rNBMdX~bKh0AWae8g3fi7III`6@0_WVokJ`uzLAswB-kUW<>1 zgh!igFk=EEe#$fJ>FMz~3}|>e(_3E~+KpbE8m_liL_#i0AeB(78 zd`(ZZ&e%6jS4l8GzNYgC7xE=mKH9WDTJ{OgCVq2Myu)>pw`YrH#*`PxolBV80-fz(L{)x=(QeE?=j5qZ`fq|y+cJBiZ+E3(94CF=W ztpAc;A>wqAzs;>+yeA(2HbC6!Z>p)ODaRBiCr?dHZAh3N{pd89))OG?lx4L3+CiP? z^P{QsCLao%vJ=f(a_z|HFv{geuP^`5RPjXUynTOD9jWu1u#gb-(?K4Yn&xbaVAZGA`srE)j?1Y_OZJ9`hxa!f_u68HBQ4*^`!um8Z^Ey7KqQ&(1q++&dm z6p+KL%CbkmC>Uun@s6089xYlvG4|`1Kn8B;h@`*XiI+hpJIJL^LcJQ|yX@frQMYmr6rD$J|G#NWPu zU$5sS93?cEUo)VBiJ5ZuHHYW(?CFC}%bi_Z`kPvvf68pQ7K*5-JZH`vdzU?ox5-UX z2QOW^WM3f{T3LBoc&PGdQ?6Y+!mLA86It?K0xS@`rThi$;#xM*;UijZQ+7DY*v~GZ zKJ`$s1s5G1n?%S&o!aNIlH#tef`t|+t0yfj{owlb>rL4fgDHt-)GQ>#rVOJ8iHWCz zMaDnh=B`ap-7oy(^$z3K!UDwG&XxHI+C?9;vJ}L`E|;WYrg2C%rRm=;$$EKrlTZdu z5~o{w3&}M9tDT_D=NC&zXsC-*l)rExr(^_k>R^VZ%oM^^LEpv|%p#nUvLyjw5s{H^ z_AZS!F%Um?Y&S2j0`f9h_{cOFR_(_ntp)j#Y`d$C8&g8fG&7{T>k|V=h;f_#8LWmZ zFiC?lm?!4t)(xE*zJVk2+a}HGI}dPhCO5XXnXBAx;BNC920(ova?)8WSTY ze@*9WZLIwA{v$_@$WAypIbNFyE>)=tj{`U&;N;0A|lj*BhuO^ZH>(2^NKNiJA zHAU{iUtvK`0|zC$8dg1c?-j!CiJyoGJB|1R2L~f}#9#`?VI=X4rDSF6-}-X+1_U@& z>8*9O7qai$%~Q+=?n;jQk9b(8gAvU2H6O4b!Nnm+`V}w(U>#7IM^B*$ z+_-Z`0e4z+_AKTt`|jPR&z*~?alwm$i7AmyKFaXdw@+`&%4!<4-S%`(@(SKA4O5I) z@->_)UA1y$2-b)Z0Ge#W0qYUQ=LY5enhoOs1Zu-%Sr38yUKD2c;{>PaPE#OEQ@PKDf^^g#j=9 z82v3B*)Fh!w_s0c2u{6#yQxC;Iacka@=I^;*t4hHXy$oW z+w*mE*K&E!)XJagM((knqNk(lJ6`N@{kqA-NWUQFMPfOx3@ZzZVcEkyrF4xLuc2m} zif&-)jl72UkR97AyYLU$hGO>onfLYL^RTKH$uG8&ym;}V<9K)U@YHB42M32Vf<^;Y zXI=h98)d(Rl-=9*?c1l8VR)aBOCtsVT(c$5!B1!X_>VGf-~0DNkslQBhOBAC&g$u@ z2}}?U#bhnbNGadyYs)tI1O_G`F$j-;4bLjvZ}6@XfRop_cDKu~PuGp>;(Xba5@Mz% zMon%%;f2%VCM5hB*F@dba_nYR zpK*7m6b#p^_fWHw5iDb`GrOu}x7Y_D$3<(qj)@~a)*ue(r)rGPi~`*z0VD{MXv$|? zdm3;p)22&yk80X65fPDFUS8S5E}w7i%5WSuCbx9!#*Ne2<}GViuMWdqaU49TO7Q3L zyBk?0Hy*l>6688=grl55*%FeUpPymhuV(fkO&svN&YM;GmYpb;Xe>Z(?-PfQRrtwT zEH9+CDPXduRK4ru3ct6%iU&lnpCI7SyEawtmF^Ryejm!3oU8KDvX4=p>>C|uG4YQw z;zB*bsa=?V@kfW`I^~5Z&HzXWs4+D)z3+ky2^@9a|L!LK15=Ze?*QBb$oIgM-IWd~ zGYn3iyt84|DxL9(i2$V8FSsTn&-MGBAF}Saadaj>|B%hgI~xq};L3UQ-#!9jpn)Ys z`d5KSFBbvZ)LT0`&eiN)x_{rkDx)VlIywdyF8pF>_W0?^ENZ@d1J8@4%a-xEI6J>X zM0{+K|NYui)LYvJt1=U2&b;(uCV&snesno?;nMYI)i@b#aAV7tXmM&hr zmwZ@gAcqFY9tQ;U4js~Vo65vPlCG(!sNhu3N*F7ix8e~s%WVH3Ff+LpA)yKH%;}+; zQ(yL19MU^rSXs;o*xcRQYjXV9u}6pnUjTN$*al-E24E`eFY{s38~^p|5uV%LiJ@*i z^X8nYq}IL<>E)Q-{*lst2e8855y(1;$5ejx>iinr)JGi3Ng2Hs>#uEKV(K3X1YQok zh^jZB^R4fGXO#Xie-|KX2%lpd zShxvTLS+>dr!bovesq@IK4dQ|>xqCEj-rQS>(-D6E`(lH?8&JqKAq=RS08kh zlDfsN7#BfSBzM7(chJQz8^n(vXWzF^j^HIRF|nJ04J{=2c2`Gk6tYi1U9O?IoLo@U z%8yrhcz6^L3rO@q1xqS4!2U$nsquqDcW>UTB9Y|Tl|>xew~GOXS0hvSA~-1}s(ly+ z9!MbIB~8Dqr(}g_zLwuS%Hh;Rl~gefrG%VwMdasWUBTRAm(5oq+Hc&ad$m4EGrr{d zir(g@HgRg1aRWs&uHZQ|wr$&%#I*__{PW@zb1_6#0#iUaWayMEL{NHRmb328Sl>OqxG1i?swbHaz zR3708+cB}vrBI4957Sw#!HD^=E5vN=o*ZWoAH&4%?Cy@eG;dK;Q+`3g@UM0+unwi> zPwqwsIZ7>Bv8DF82mO*{3dP)H=xY^nc}~ZQPhf6}@0Ox6FSa89r76>-thKc@sQ~4s zcLbhbJTO-i%A${MGcIG}<8jVoKeAkb$?ul%9+ebCJb1WAJqlqSzkApxPUGv$FX9f~ zzJ7fg)m`7Td1?6-N-v{*Tk#wM;zA2j%x0#iyd!$*;^RX?LK@j0!F9$6Vr7C6ct;$$vXE`>-qR>4uoenQY|y^1F%*+GFNBAZlL5kSjV|7nb1=S+J-#ju zgQVD?bV@PC2d1HOweR`%%(D zi*5OKE6+Yl)IWc|7da$}EBu6(mKM8w)SdXUoY(|J90d2uuT|lE2(8L~@|;VSEZMl< z;Ewl$2X#rBLdpnCc=0pM<;+P$#4h0P64rlW)fyUdMC8cEMz=P_>ne<8k$&Ooh<;63 zW=@J-R*Mj^;^e}wjgJl{tEL+;e5lxar&pz}v^+>y9qEqL@c7kWO3U7*R20J))}|fB zm#Kn?iD~c8y~)l>o}4?Wq3L<0W|u67iBmn_rfml6Uy4g?#^jpv4}4WecQh#Mc@UEln57;96JrikE-GZN3~O-+q_yi#HsHOuq^k6m}QcxRcPpO=>xaAqXR26j*_-4{uTLDmPd z05}o4<;#_j3_wZ?mTz)Y^?3*)1$AJg!}fbDNnS2S>Acd?yPF;meU3#}Sh2GK}O&0fBqD zg;WHb{G@);0W(xtLnDxd?ZAQhq%ZWzWxA;X%|D+z{X`wb#>FK|P$`llfz*jw1*kqM z`aITYoyK?)5{_VT6m3TLhgA}lz{X<{oFIdzT~w&$GOXCy*~!rBNQSNL_>0AyK97F= zx`6WJ!$-PHCOZxt(ikk7Da4>ff*LfzRf5&I$09t@myTHzuzJm!{`xYhlP48)b;B-S zxl#v?P%-B8kpO;+`rhQCB%mI4R#tIPF=UO7Zwg zOKW!MKc}&2KH`C-q~xtTcWmu8@Gq_5^?mf{tF6C3a*vklm_BuIh49clf^ul=^+D?h zpx$ImvabLk3SjqmtvgQ8Ks0iHoPOCuwOrd++<+OC#PP;P6_9*t1UIv=adV$4a2!4Z z?ptL1>kd+G*=MeG=&1H+P>ex&0Z}AGp-90zg-)zoP0Yd4-*{qD&tvHiODK_>zeW}rjx3s zJn&#meSNB)1b%)BtH`(^=?RjI9)0!rNPj#kww}xet(vZ2H*@Owk-iW9pj@{&e>+kh zEUJylAK_phDrjiRrviNR-W$`gJHUF@%FhD%1mGX<{@Owj4*{AnXU@{*p z=5m+T3+>DJ3@Z;O7mWCmEJ)Zdf}*}u1Y0y%AlZZHoa_>{|Kw{c5@=Kza;Zf``XOf( zn11l!{MWxpd4n)_R%}qI6+E*p-MmE*T%QaINXzx*qu)wa#DnlAivhRMo-!D6L4*vG20U`5^r=<36Z5- zdW)fdoK(1FWzzKPxNJ9W!P@Tr_Njyjbf|U6LXh&F{_f?b(Xv4EsF9J8cf@igL4lSn zC?EMu>J4k6WJvYfa^QRoUA#i%VodiV!v}PG!A`@+@FPOtJrjiTX0Wjz2LuDuAO$$bB`|^ig6vbPC9w%7YBi~mYW3ybrp?s z?b@4vMm+HW;OoUIGw}QAQ(EgYm_(daP}8#g&{(H_dnq}y`MHzZ=9`~gvrAS1^#ZPL z2qDS%`PC)MT?l~!?kX0L@^vuS6~X{k&nyrDLBe6rwC>uTb-7CPY>W$qfrD*xr@)5T zPnjR^Xkgf|;o_SLT8c71K3}DHnK9^pq9y@s#iOEBwCky@LQ>8|sK|3A90O{pp^3qw zb-g+G*F6>&0Ibp;2ym+XEqM*0!lI(u0SC;i*E1;mdYE6fM4e81;l04XKHRgDWC3rR zlyTuh1a`ZL{_I}F`U0++Ed-b>hSgk?CK0ghqybWxwrJ z+p{aIPqcILEhDNuNajNhcr)VEkfh1L$QVU1;IqpMmQT%y@WdnA6Vy)PQ{ISG`%5Ea z%jFY(5PQ5c5NCC@Es!o1qGg#9Rnw0LyNo<;$vP!Er2uYD?unpXZSEoA1AsEKUI1u1 z%s;K?FIps>o9~~Tx$Wq+-H17aUS#uKhxt?svRm`?2J(P>4%HWn-Ms1Lr3`(fKQk&v zfEM^vI@HHWkp)0_!u#{*&lwJbS_NZY0&;tk@>nDtTI~FyPCgEEo9flxxc96(;x|k8 zq@;VtSt3bt;Icb;yG32>ZvS{kVKtP-t~OI3-e5F#0hb39T1m zrXupX?U#2O2(A;I{C4Gikg!R7Z|OR1NVR3P1x^km!jnuvSd}|>mS$SCYN6Uo$y@H` z=Ei67Q3LT#33?aKylusb6?TIkH6aY2zds6sKUgibf9I5jb5af6Yoe2n@HKqQOe))ZXZt!e{-s9= zM}-p+?ZX(klcdV&u?n}QVJAqagyHKYq#9z<5V%Nb?`zAM;!pt_Ay|Siy-SiNfE9pD zPi%D18L;gAo@*EwB2h^geSUFse7rXqM3~@$g$v22NCmFhibz8v>K^UW%YcMAHZc*e z_sVk|;w|C%qUmqDffpleMB&(%O-QVgXYk~>HlF1(Yf>PIA2er%^O!YZ)KEM-_NBfe zSr4*@Ky$iDX3Ry*A(4r`{m6jENF0!heU_HcK-c>97sR`ARc69G`So5dooZ*Esf2zM z4$wzfOdu^>qd&Pp5tng|kxa6{_|u-xS%dg^>((u6yMw!rTvM&JT+v3y;A&;snDQxX zPJQG!0pOziCb4XS1GE(ln1un#z_$1$20&0NbH+c%fqJpSZk9$@Z}7F#}t z_Rdc63$%*h@DiYB^&OjM%a?ozOSG5yT?&|V^7>cbWv>kTUDKRE=>@oGWp|K#&OP8x zoiWkIk>um0kKi<7HzlQ{&VY-LFC%ZDG)K@aItk?ny7$|<&XD;;)uO%r)hWfBKh>ic z_6-gOD!&DL#5TZLWj{GnaCSUPkAgNV?Fk0ii;x%t002y+v_$#(rn{xOa!`=L@%Htc zxuuUh)l(UI1)61IRk%c6?q+gsze^N)a}IufWl@Vs)##tHdAUB@$9#Xt*BqBgR=tsF z*Q-RhSfagP-P&Qj`f_V)-QCDn4e2rlPc8;&N7-(9$=;+g5kKpvI!$%k^LKAx{ch@$ zu_@I6CumcWa9@y(OHZ!37~RRx$7;bmx~bF0X{U0uS5TqBju&7l!vRGfN5z7r=z$m{ zclfaT@-2sAu;jXL?h2{|kWK__(SGpr={)86ORmzqN0#l|Pz3!P`To!=*(<)xvM1ra z)`Rvt%%WPPD!|MV8S7X>7@g1x#1md{tR~il>W_{5lL)Z|apAGb3nt4{1Qt;8C=`U8W0yY6W0P(%a7q<;*_X;YIA-Mj#fPu>x?4CX{1l?`0;C;jJNxDp|Y?K# zgVI(GbY|z^AUBC`aN!V{sAi>cvHKh%ew{ki5MWUlORfTS(JfC;B~#M`_$anYq729o z>VkKKMH07eU!)zA@}9nTV&WjdU&K*BiVjd<&cYfcd@G$<&@AB?AF5s|HltwkZ$8%&_>D<%g+ga~o1E)wA(z>%p0mY&#NNE|@D ze7*3^n>QN;EJJ!4k}aHG4(9)qy}M!m@uyFp%6hp$f)k$p)gGsk8U~k4E$Ex;{^VIU ztE|7YAg3`wHQjcg`5;nr3^>Jg{S%|Z$^X*V0ig*EeHYOE;}|K}KKdH>kt~cFv*$y4G$u2oB138r z7$scB8zAKsqLV2ITA7xg#7av`0hVKkL*bS5zg4w9*eO$uq)lvFcKuC?#7Kjv=5y~} z2m^3^Joo`WKY8+` ztz#i#b^xvm%7ty?!=RvnA(6E~`&n3CG^d~U(tJWHRbr9>#kM{9yBMA|FRUkof5;mF z?0$bq<0ipG05uIqt@DJ5qH|7d0gL`HtYjJfj@(8qpi&Fa-BOZL8l z!22O{6U`z-uJm0+g@eGUPb1L!s)_3*6O(r^3PuCfB3GBZX#(cRIDi#_m_s$Ef=83V zQNZm}GliU%gP??rW<R;)zOmT!`T zflvX!aufWQmfZ96^J}^BNDNrS&n^LkY4j`Zgl?o8yWCcYlw|Ig2{zO@Vxc08D^drq z=@|a#ctfbBif&za`iQY>!TkA#C~oYjgvKJw6*qTZWBXnHzT?q=o2LL)Yk`B| z)|@F2xBXk`Ot*AthL9{yRTpw(-t~=v!i%cM2G_lrJ}3Zk5M_39aq(fKx5iYiQnAW1?pk+^{Q_B5gWL|22N|DlU%#7zg9 zW89sxS|*7m2LW4|j8Llx4L}j{QX94S@l+aXd)GMGYjF5{j~q$bQj$KJ1E8>RF~% zhKQu{2phK(guyIMPfsuJ2fXk#@<(Yz$^aHN@MTEtYB`pnHFodtY>D}Xcr8pnqFKA|ogEOEP^6+NNPN8@pF8`D z$tT@W3*yOn|Gv=B-7dBw?VEpET3TNdQdzRw%tR}3s1TZnh+W|6qzaryvxdtsG%SDA z_i4+|n>cIsxC+uYv%IPKIXROLP(*F=+#(!@LY`<}8P^Cuh~Xm4G;w$WBlN<(s{oxE zEC5IrR$85DIJ#M*w~JJw?h|L}wzcWfycgH`%QdAw#Y8=4yWytX=$cw}%7cnX++jO` zxWOI26P6W{I#IP(6Q}_zXsm?S7Pb5fse-Ul_VMq4Wo{<3;K@EbN8)2ZxkKt3;mL0$ z>sqp7JnC=D=dnPDeXm1py%JuOS38wgyEx-{zj(`Fm`E8i{#)JD#^VfT%{g*K)8p}E zl)+RS+$;*SEHIDww8r`a47t@4-6$&b6_PZbO4pwjV6q|nXOU}xuAUxo_Z0kmFGQ*? z(5Cw8mD7W-{E}LJ5>lj?SXsCjH*MnJ=H_-msV5t4srmIeWjBr& zIy4!!!wo(%A_W5joIokkx)(lT-%GBM$MzC0emJq zyC=g&)?L#80Ma$wNe_xyK1e31dJn-r4Yk z#uOb4RUkxwx(LZN1OmaT`(t#p0ShAotjiRJidaR>g25LUeyt2egzz57X5Bkg$=afb*D^SsB9a5)mIyzARe(Tq zuMkj%a5MnBoIe^7lgSB(U+?hR4Za6}xCRAQ7@)NY#-cRN0!)cofnz42q!FUxvFeCK zPV7@8%%dEYZB1$nmskNBg`JH}5*BTw*DI#snwZHk9rVF-GksI{b2#Pxw}(j)a5 z283bVx@f2%j5ASMQHWlKI28(tNAPTtddI`VqZ^=`aDKqZkw|BTFiLnwz=KQp8j|ma zW~N(btE^&z*l({Y2iq^x-?O7(^28X4|$Sgae0%Ithr0Xe=uZeLI{w(>973Xp&qI1y2#k za6?2!z!QaXf4*TPfyU!^7>F$cStsM%o7Kb|g$35rT2w^t4??{psctxu^TP-s4!lIV zE=pWwy9C~_#{w6Ez1oMg_gyt85dkeA!!Q534454p9IpkYJx zB*V8+&^D&zrybv|@k9TYBwm`j^GDcl2x!*2*vUXVEri&_uz@Pvy==>&#%`OHXb3@k zGlq*(E$!S*gmT4fb4`+LAY%y9+O90G@SHq9$g?O(>{G8a>d&?mgNn|fGI)I|Ho4Vz z=hv{R4k&)-=!}lK>;INYrPf6jFMw++M*}#U&+IzR~)>+@a7f$UZJG>!i2qk8oI+`%!^KO( z#F^km`yuO{f0tSN+xyC4b!q#;0DlE)T@>`YckX;y*GV!6#hgbeUJ+lA3zN7OkYls% z#F~Ih)vqrbWJT}kWt6omS|#yTe$Rho6JZy4?CwsHJOkEPLt_a=fPK=Fuz+oj}SPy6z49Xp-j*%q~uT0IV#C+-4X{tZ-`|` zk}HA@7vcEf8Gr+^Ac&RbvY@QJ$p;e`I>qXN5f#xefI|NW!QxGWz>4)qstHhUG>=|e zdY@&upQ`N8Y;_%rQSID~((MD}?6;syO;;meYiPb)_UhFu2?llrOS=v3)UCKC1ctXG z;tr_`8bqgt5eC)olARESexQ{`Ox znOtaFGtf=sRmml9-<8|iv3W-hfaed5GvF|p_ROroHep!V6D z&9d50Cy6{{Wqi^Iq$N;epZL zSY3ieP5#At^ADF3ZV9lhyN8GTn8F|XkHHa|E$!#->ZFT;y#D$-y;TlA>wm|;-IDnp z-|CORu=S5;d-R_Uk1y3{`5lz|=bSiZucX2Ize`T}Tb}v5=JO93hiW228@rr`f7nIR z;H#BdKZjB3B&N&u9Xm8NNy9d!ZKtBZ+3kDw$N+#RaV=uKLHfJM%hH6_G5cTsE+~nM z!k;|r3}Tz*6mTBe86KpnC8E}Vf7RNKZMV)pSXsy$+yfLox!=sl;1w4af1115XKU2T z+2>lENNdi;TmGxxeVR#k7_?HXyE#46y6IlPoz{Ul?+s-%No%>t2^JFw|pv>n^ zZs5qK?(urH!|Rov15M&Od~e^~%bb<@`C7@%=Glj~c;TzXik$Jmvq!3bcmXI!UhZAG;o7#MRttx<^Vct6 zoVybw70L$tSLCgf`LW|m)&QV^>q{3}KKBOeAG7wq?W+Ikas3wt;ja(pAy2xrG+oC! ziOl(4pnWOSoexY)X!o44O2>ZD;a*E1AP)G|udiUPN4;j(pVF^~FX5exzw0GsBP7|Y;kGe$;`gxkQQMiw@Xf|XOA}{N|&&ew84M=tc$Sw6yXmS2oPACk-J%jgwMo$`0i9=5~3Fa`{lQ3DZ4p<%zo=s8i$1XAW zJTEB$a_5%hk@*?XwMR2o0U~v7=R@@bJ>cow?x+Ct5HphwL2uc2#e^+GO{gFz7s~(f z!co-rH5h<-6USyR^4O)iC}I$Su%isW-Nwz#fL$!a$6B9C{PMU8WhgRsXmz8?sO}PeCheVz}o9Pah_HM|dWIh12 zM&;(_E*!mn^{OElA97DSPX#5^oDwY%xAyh(LrX(g)pro=z0<)vW>=zUuO96(zq!cB z+<9G5p$sdX%+1QxyHn;8Pgw&|*GaVvHVja7f={7%Cf+Z?@e@B{ zTzpbBx;uCcD?{AB+`e_|4EW^mb_NE9`l;E0v=1+)3xNxatPa{14$L#(nKAQQRs?Bl zY9_)tBSE$sfXt_$sK`+13?+Hl!zJ}XXj_X|qr87MBd2UyphQ9E_3*CpFk&Di$~~s_ z*W28Mi_fO5c`w+@39ZqIea{}Vltm37Tv(s%Zks)S-%G{C^S*X*&e<$rd3OI!qb9xv zjqs)>HOS(Xf=a5Yu|$Iu7ADPWGpfw3y~C(V!>hi~>@^hLMJ0QE?%&^*++afD+5Qw$ zC1vGk(rm1#s0h!4Lb~Q%%jwCn9}`pctDiw2jERXk;ceTX=>X@h655q3!JgQ)x{Ss~ zL>xoxe_LLzC?|IxOu*2ROzh<;e;!@pZVtys=q=49 zr==Cd5=)RIR)e+mkBVsx+TI29^sJIxe$r)r+=Ttu=~osBSVqq4opIs2E-8g!YP?_3 zRRg{y!@5%njDFAg^RuI3xSVsF=@G(E!7Z3bg;h!sXK@|PYc+!A9+#L15>6@IIqCA{ zxpj4Qu}Mj?nVFgRaprU$U}ybBEGWX*0LLf)_+d?|AJ8LK>F549`nzJ|BkUA*<-Qa*A_j&>(D@BJn%F?@m#xg()lnA_MVQ zV*%t2ft9L7o}MQ;Qo)4(5kBLgk*q}>+UAKlrsho6QW(M7qfWN#mhDxfSD zyQZ^y$Bv^~$qfU$7w>(za$zObWg>VV;y(^Qez#hDon{17%;D}DiGNtF;KJcl4F~f^ zbZ|!)xcWS2(ybW8$iq6k)r#SH)|I&&?nwnBYNWr5*oFy})jBoc5EmC`{G%Cco2K;} zR?i<}2Gq>rK!Fttl;}xrdwqWgAGH0v@Y%yL@X$2c%1A_Cu;w=wWyUxP_9mng8T7zK zZ5f%n(}Oe9r{GK26Uc4}sD{UdE}RxQ+S!g^%%G{h?j3Fd8hyD%WzSd0=M4cwZacuC;vPe5*N`~pod`i`GG z){*FEgf3C<2<&Sj$+0ambo z^*cChrsLd1kc6_Po$qhZOi^2aAL9KcXpj6c=FB6LUNzOXX?EnlG2zf1KgW1s{3{r$ zmZnYM%?OQ6O-+olwCO=<)4*E&`f`&+Ej%{1@aLMmxUq`(He2q`K9$X0xE*K>Qn==5 zw3q!}fs{()tBp({d%Dro02j`A2b$@a;;!U@x3?g-p}@AYv$K~lTBVh&46c`FX~_V3 zhENf0#Z$nu=oohF_qR!n%~yntL6Tx< zT;JmLw2~qmaR_hzz_e%%u*qf8tpc270zd*`*W^K$({nc4)d6N2CO`>+5esv6t!gstSpXv|NfnLvHmv53}gzsjN4AZB&uX&6#MsgKU|p= z5*Nn~O(7QXWFz)G0XJROp|}|B9p*;`XUFh-7%~8sgx7E@^b~>ai+>a-t)ch@jA*Gs zvs3(V{88MF=bO{teFyRQ!_)4IPMol-LZ5wv%w9o7Oexc+0g+5Q(d|J%&kAY+ES9Hx(!mUkq zsn`t`iaYL3c^Xm|_Ajcl zJ!hfF0D>QkoB?sy#5B8&S+QIWoeq5tTK!>?FOnB*=(JuSu#7f>hkL~?)y*Yn4r%S# z!1~!?OxcGcoh=&zzF<*FT&o5+; z&ceUb2ONvBVUPy&1k%SxB)xn0R(5{*a^Rx5zJ4UxsRiZ+c0oZk#B;J~1^uqs_$6Ss zR^><=Y(oC~&wG-_Mxbj+!EO;nvb)Of-pXA;7l`*Sw=b0vi*lKY7GB_Hc^VY zWM`{2J5LI9cj>Khpxs)f_oGV;^ZzKpM01{vW8VPMc%W|nv{aB0mYx9fTuEk^q5BA3 z4%M&f>+9pf!o>La_~Me1lz<$1dV2f^iF$%p;QR$jo8Z-CB*__e07J`s*O&E>t*xtH zy??x40`jZlz|*dwyw)jM^8NSHb@TjZm(*e1B{~7tXeWmKh*wa{%@ii3T`s2BKqf6c z-L1OoCk;w0^SpRy%f&-M!9!NG6ULlhe{E@rq2)VJH9iaXAfhjWol5!Gv18%wPUkrSk)&|3bZ&on*PFDD3DNj(3T1LDUBZD5f0HCR zGqXgf#D+}q2?@36xFWp(fFS(6%1yuN^bKX)>i^ZUIg9a=;|4u`%FSS1_iH z{NKa;5q9a@k6D1MKT99~Cjs(oYBtq(HhA4=aKd{!b%wcT74>L~pl$lV=+f`6_xo&^ zqEtSdr5#gz&wq7TpxCz~HP`j^u)phoZGik7O5oK$=WH^=n?k(3S1T$gG%|&+s^RVY zIi{eXaL&PJCrlpfA|fA=&?>*2rX?q{lai7*)4B}Gl)KY~Zn4Df%|Gq23h>cTIb%A1 zy28=5M@-)O@XdsZ4VyO)Lkjev?Sy`{vQl zY5&)_;djAdH?2jB$nN#A|L1sI`g9@6Wk1^Fd-$sT{;T#>A?$krTH*EjYp5POMkfg5 z3@;Wd?m!bCA79-plyKjwD5|p^-Dqffv43@hl6v)bM~LVDc6RiCD}nw0da8YLcl-XM z)D>pgq?k1ff8IxXn&){$_MbD|&mw8j?)-E3@fBh98`>@M~a_gNUOt&7_mR+&5XZQ%NF z%9bqiU5Y!|V%gt#8s2>&{({ZP-~cPI(ve$p=|u?&f=4{fTpQhh{vs~9!~>W9Ua;)t zIZEXLmzlSg@uLY!MY2=1)D~)PFh@zI7AVLcisNhfSfr{34D;G!(gisbAw&F<)1T%U z%NpB!&;~f0cLg2i&>=(6zT42@j#8vX zr@aIg)|?ket8L)*$gWc`d!qej7dF%cC!77o1`TF*g9W2xV;bNR;>|+yfb5tJxL6Yu z0HoW3Va=KvjZ?o1oCxsr#USr_(YiynLuF%Q^JeiYtLu3B?}NF7c2IPr48vv(t!E`^ znGC#6>eaoASZsA(gOX%}(Mf zU$#XZ6*+!`Y9+|l{x`PTdKzdEbWratp(vxEp?uQr4_kY7v-NE|PS~6ITWlW?TNSa7 zf>5>ik(&L{F&-KR@y&T$-D|btFcpOU=hw@^gv4#nh#PsJ;jYiKns~sI=n#e7gYN=* z!G(33Y)S#qfmc9FRIe8uoJMKII907pg>ZCC%x=;>AV`e2nyB2Cni^6p-H~qeE6N`x zSD$xSD|treLMYu1xi>Iq z^8L&LdPA<4=dax{+og3PdrNcN)#XcWSVU_doE$bZvMf%54&xE<=(ja#NpH5{|E&R!8X}{gaUkcJav=9CT}PZ9X!uKJ)RJ> z;yX$*289xh+WaUX)5+#_ARCr>TELa;?c?pOD>17ox-)}(xTaxK&IdBM4qF5y>VeiI zo4{4q)CAhTcp9+k{gtzkqGNb95q+^)i}jPlF9- z=}yWUID@7#(nkT!su#XOc|Zc}Y=SKpD zc^YOnWWahpcI3!2wkPXQ@xbF|Jkb1fj_myTTBvZGeMQ8V-8_>a)HEP~u0bi^pXZq# zj+J##zu0uVqgk5_=@u}$D{(h5C3xQ%eyYgHDnk2d{mP9UBAXQ>Sox-AH>t(VjFyoO8Z#Mdct} zT%&}pU5zTg(fHFEGuhe9EvtB=Wj0(<+?mDxrbp{7*)}%{!37+<{VT(^nPt;%QgqVR z8cB{Qn8^NjvurHIQw+NIW9OgeJS47i#JYKVkMH{MFnku|)%VZT%<$!i#_~u?Dvoqc z6z1Fz(64wG^@1Qscllz)#o+2W=fC5g{<*H_qQR*=Jz5+e(O&lbl@D#?I|p>%1Mb`)m_1{Y*=x|58df{p{&JcJ}+CrZnB#3pMwi zxWc{J^q=YZ8-$HA#+MJ8%yNN;@BO%N2w$-L5LxY?lh3p(`X?05-~0u8-VIO|YcX?9 zA68c~tqP%EX!OnFO8;LoSu6L3@4Bnh`pM;=Q?&nPf%NafKU&!_{yz=V)*In!fS$C! z5%7Ov$o_80_%GeYf7_)S+K5z4G!HB`+_B!oknIj%#@d$~)#&t=?eR!mn6YK8ilI$b zQC`bG|NZQ|`Ad%nZMKL2^>{~o)+{}+%cyDJ%)b7Q8B}051s|oDum~}tabuIce$N{A zwd>aPo_Mp$*F`Pr=su8IHH-E3T-aMbEqo_4*fVuxP$yx^_D-hT3cdbly@V;J^(LY% z5csx9vU781A6zoGR3E!YIxL>=M`$Iq2W8Bz^^m(4!Ng$8zWI52TPeF!D*Ki*izL84 zABzntkm=L@C{0io#)O0%E*h^(Cie8acJl5&7R5hZr>}IQ=Vkch<_ZGud|;ZlhvaSI zt!Djhvyh@jPmC{ZDqMbLWc<+g1EEU2{j9u}7FVo}BrI*(M&SAV_vsxEpP*3Qm&SvV zGu#(t1o~+}!cB*hi;MU&hOv8TFU*64(s(R7$_<#D|3MSAx*jHL|5O+TSbL?qoAP>|T&SrBJ%sqxmYAo~+53R#sOpTRngN zNqpAW*m%93VJ5N>F4I3yRZ(3%p7fmG;z+8*J@Hw6K1MeF%Wb<%@AKe6IL`dx-ugtv zDV2EcU9K^_n&|r>E_mWwfE)ddSI`P4;*22Mb09ww@s7Crpx~2hM)NkCB-Asq+clm6 z`4b9K<4I&IKR;Xtq&Wks&Eaox@$vG|kBm)B`aS2)f3i1k9_3lvM9~eJ%M|Y;J_*3F zMh5yL&v|7`?$mj4hwzbp0^%3NF2cAMX((Hf(D7^0h$mT1wsVCDgJGflaRqG1;w%zO z8kuE+MKs}8RWdLzxH7mT1Um}xkxm?9Vu#vv49_+fyRzEhfvLC42+H|iyLOEoeg~-M zP}#>{iB5+?w!Lg+@L+HzZ^Bsw6k{CZ>z=Cc>vpoxu#@tCNTFFn1{;6mLI7ew;{+P^ zzG6emOycU-yzt3GaAxu+(JYO@jpcs2wy73KRk9j;OUB@$-}c+{j|Uc4lvV?%`1>J3FI~)U);K;yC zB7e-o`l$xQPIN<`!DgSNs|ISGF{sM=F|uI*oJ*v=x&>`um^#WAJ|dQ-A-BlGQ}(1RG4suQToZ z{4;o1Y$$4A9)ezDWUEEU_@`Z4SXo((P?!+qjBHqf$3fa#$XuQGE5ThJj*v(cJJRTq zR=`3!Spz$ZZ^RnW2VTsgNo1FE{DN#SL$)*lmEQCCd{7nQ4XY$^0U$UfLIjl>A2{zo z_6SFJ44hFXbd8kN8){YJwF{XyZj3|YY`3S-KqV}|q?3iz=~#IAq?-u4{irfWyEmdu8=V8_dt1U+a3hcL~fa!t5ku8jEuUjdP0}<0E1?XajdxQM3g=L;Il_t`LhB3ohiCJ0oP0EQ;QO6NA(3z%yHZ^pW zMv`sW5IYrc3z--uO{-D{^g-z;F;*`9#U*xntYKXg8ZGz)T+`M?jZdlcL{C2S^NYt} z;KosVY8^?;O4t{Z4V^;R8LEo>;Q%;&ddtlm9dlWXuv^}Ezl9q(^#9S^nYd$_hHd<9 zok|-e+6$%CQj{c8mY6m|MvcUTXrWXn(QZvKN=ihVY$@8MB&CvQ$dsZ*)=ENA@%`?; zIljN)>zL!18F}C5dG6=FujRbX>%1lj88ks>fES$%+3B~og!nzeg2ME2@%SM)H(&xD z4Hfz(b^FOqPg7l?N46n3cV z4PyfXjc>LIz86O#*d-_k6kz)7k6+u?Zk>4c?16`s=3+gADn+Sfz<_wpzYCpaqK-@1 zeW=ed3Q7=pYDGiU)vDu(6xiuTcovmlxTAO*HNN)mSsgE)|Me5@)Khx2(EiZEf-R&X z1$(8C)&^ma1RGpz4dK>>VuUCF(WRVD*Qtp)9kwXzV?aL{tvG`<66mg;Ub*%(ug1SP zFf|3f?H5^sO)Mq#n0ayi`#EA80FjDF^v3vn&G<+omgsJzN87~Zhi!6#`4^tP1WmYK za!vIY3rdi@OQJ1!!le3~{W`y-Bt%h7)PfOwjupMR*m}`Ocii($Pb&vWzTXx<=i=@4 zdlK4H&+0X0Bb<^VyenJ2NGO@m-cgOQeI{Br%+2Fam$T$BN6{VM-mp&({YEp8kbfZ8 ztn~@T;R{({(UB_7C^94_zj!v7&bs(e-3uyjgG*Ae>|*ALU=!lVF?p`_LQ4PIwdYae zWd;oz8&hybOdBYaKbx5N6m98vgsJDklM^NDCZXjawiQ`%a^@d`DvzuZ1v%j+G2G8q zpNT##x~^#!q`Av7sAFjC+H>WRm$sKY{E8HYnbR@%yeP%J-7r<;Y~SS9~^p(x-pd3*-UGJzn5ofI@dyf;C?mLT17JG-dULSn-aP9)r~(OzZN6O zt>kk#=gP9n>x51>{?yavC@BYOte1`f5#+aTpf%SF=4a;HF~Br3sAn5H(i8$#6Y( zH#hejpT?4aadKNwS-tSEQC!Rs z76Ouz;%>yVYQicrnmDu}l{hn>sPu>sm79UmOP!P1Pc0V}POzB7laIj?D?qW`5e)7~ zOiX#j4NU$Ku{~x$6}t$f_&uSkZ^PRWI-XDJ@n$oyT3>);^P>jmKm3?>3A=PLCFOB& zVBi!4;non+mFU1hdxXI`icEnTo2HcxT@BA!F$mlqiHdUh_~LQ_?`Ao2qT=~)He^fX zN6oOtfgfSFy+`@R-WLAbdzhmRDa$TDzNR;8)=M1}QS)IiKh?rXBXQVsoe$|x=O2E!>LU;SN5|TV-n`oq>(ZM(*K0Oh zeZ)|zx_0s-@$nl3wvPb1__mEmhd83rJXl7?9(k+MZGinlew2YuPe*6vk=UsiWwytA zrYwkWCuVptY4T)E9>o|zftK3hheMV%>$!eJ73m_JpOSCCHGFdDKFB8e)B0F>I*+q{ zept^`oS2gXeD&3lkBHtJB^W)ElST892naSlo?%P_J6`a3v)oHsgGFGGdZRH=1Y^Kt z58&P6wLy-qu@oA1wt{1@pQe#Gky=YLkgv8gpR4zQB zcK_xJeZKQUx+x5g|)TwhkIj9c-7Ac2{I7p zn6}Zl3oNCl@S)KmP!;k)K%8RK8vf-Jhety@Yx~CMBimXnY;4XEFA0t=tMZJ9Yi<69 zh=q^r=~W9~9d+&P{+WUmNEZR>r1~XQ2TqDUc{CZ#F#)p7kicMA3vQm~)YH0ie-^X~ z;wae#+3j99{jGy*)$}w<=uS^Gs_OVBZ8P!8k811hs3eG~c5t=zMVo<;bP%}_mb4gz zJ%Q~*09gl<^B=(ir@_EfTYY9VA>tFkEyXFBn8Udf-LViwU3d{C8=dRkrr<4vr=k!7 zUhA5zR;WNu+MkG5_n2}rzhrS!RRQ~J||OK3o#5d`LmlTX%H zf+!M;v}tQnR~#><2R?f9^VMxtdL65WeA;DB6L`ktSW0aK<<247r zNFXm2O1nbhSmYhszZ@;Mc4!cbA`&E~QHl0A+-cZJ5h{pJh<@q1O`DKIfVh$2xT?5H z>&v650@Rk0QhV>`JF?rLVKo*jB1s#QH@!d8mQ87``Dpo%T$`^W2-Ae-hsFZIP!@xt znzPNbMwW2$#IENoE|B}vta$MlMJkU+n&YC`3vajXYULo;jTMlC#j6oqVez^_Icy7b zzbBHH6uLD(0lRqp4ZR!={W1W%E#o;F!fW{ z-E4Ktq;;{4c%bQU)(=Cc<6fslf^Jfz>f8GJtZx;&M5@AO-t>4zm5A3azp8)MQD#ev zr0$P~xnewyfDLFv5}f%uxe9>`m6V7dt%3pD zUgwGoI&}sG6CsN+Cfd3?7IXzFu}i7Eloag4ah)Rod7kB)1@S-Gd;*FsHPd;$QAT^&b*VG4ufwn0u|?V~-1`a+>9= zT^+_ZyGu5ar zUCfg^U0q#mq&naC$J>!YSOt5#v?yT3Ibn0LG_I+8J~{nCibhry!H^~~X+(6dBJnAn zn=AZLh1f$i#-(IvV%u~FxLMrBMaO{8MtOtVn`?cWFLoBgCj{NP?e4joW!&@=hW~Nu zr_iZwlGX9^6S}I#Frq~}O{h+zKQ3!>&GiL8nFd&V;!el2S3bsuo7VbDI$o{x8!R7K zG+4X0<(k+}%2tzZ>suv z#>8}+$*6nTtz5YSq#?3wl-iIG>r8J=lF&}mr%y-6WaQJ+3kFn8i9OlH_tUFcO?A)u z@ryZ(U`a!7*TBfgo-jed>gCIqudAx|!OMzBTre)?d;NzG=&op*?Y@c-_~OK3`!RD` zvqw#wCOjT?8_B*ayUa`s%?)=9M^-`mUUc3Igldcx>+P=A!4|N8CQT|{H*4;HLj&-gJj3k#*^ zrZe_>Xb%@l>N92Q)~#AIW{lR>9>O-yB}-7J4+RyqVbBV8B2Sm+bU>*mQK)BAwR9Ov zP+fiBFe6cG&z#Y1E~`4a4;U~&9jHt_&gACjP7;u=xmH$#cu8r@++&PJ|CE#z`I(z1 zQC!@Oph>532@#HJ@{18t;><5QrixYRLO+Xpw4JM~)XT%?H@u!J z8Pju;#J;=#w#fqq4(ys?Gg;=(^=+-Y(>l6+?fUP;W~ZU2A3b_xsyW{%{&PT|@NG`r z#tnb|{oA-hC|5EXqI2KAeXXx~j7OAQ3YCDa-MiBood1`%0WCjv8bb`vELfNRZuCdO z;diH^5)U9Zv=S)DKOjKg%}ov4v7cD=Es3-dnU_1AjFMCFar{D;Wy_XbxqkglQIQO6 z_&Kv@OE8x!*RAU-B_&m8c6h02c-E&2TVey|<&Z~iIuH{RiVlusT;`L@7cR^}XVi0j zglV_vh5Im->Obeaud55<4gH|!K(*dFEvv7Bj5{Wv$8W#=Ch7mwLub}3_t)9o!Vjtf zOUWj7f+Z^V>eVZGb^ET6?Ul7(p!aB<;UX)NB>0rKii>4I=&FlONs%+VF~~}CD$TpK zan(T!&l~Xz4c@%(wpiwl=_&JI+lVu@Vpx=xchflWVfo(OmtS$~L<8SFF_QLJRIY8x z;o+_T5R>Ix8D}*%t^40Oq8{97_WbGL|2}`7O^0y#$QvhJL0w%MbvJ#I z=7T&pMd-r4SvBvv8T$8tVZX1?dEi>Bzy4B!AnMN8xNmK3bK(mtIBJzL{%E~j*-#l+ z?TWC&oD+*HP%@I3zL?Jl&a=fXpZ|RLQ!m*n2;g(r%+0-L=k@Sr-!N9d4mH+!^XD7b z+KvEmA7}JB@0~A!Q9ra7^gTVbBntzVuA&lqWn)!eLh4{tH-|FjxBuNzRoff>^o6}f zlcMY5##s*(gXv`SM_x}$OY7FNXL68&=Pg=fymIAezoKb*4zVkZuDV;pY~!b*B#CwZ?kx#l}sm6n>uwak@iYQ$Gre* z_E^A%hK5_j-IBjc$~_w@Iw_gRJXAs!;!Z(9zp8>5ImI58R}w4}2TA-r!!Aq9%lC*d z9V2s*D0c6zU0pygJ1fW(JbdsVo5-q=b_&X4bHkK8F*42?QNe9pOiwSyfUa2HbaDF8 zuxQ4UK zE~j{YMBei=7}V{@kNW~n&cO!3gxLK`}eo# zODUMG!uCFVa`LcQwprzm)!j0X`G=H zPBJQK_XGK@n~&YHSAF?#UF18PrJ>X3H#XSDDy5Awk-Tq#XX}qb?QpIlcQtz_(FfADMybTyZ5k5iUM?Rf7BOx z51!JM`o%q34buqEnm(0}WNXQ5IQM4;w;$Pp{)xrRG?0kx7!e`sQj*j&R%8FWAm!G$ zVG;%jh!es-%(hdT9i}87Vr0E+*`56SJ_JkmA3xq}o{&Rts2eyBlA3*KB)x~8RsW$w zrPu{xfV#)u$D*U9na+^%_U-G}JMa?m)Rk1fj=CUcG$Ojm>GUNUH|^oIY5BBiG{S_usDXwni%L?7!ozqP?x(itSP>?2$jFes7Fsojpo|&MdH8o|$%cUNY z<27aabUE_-fdv`o&-afp(WO%Aaf>;Dg(#&s>8hkojb8YhlvL1$p33}j&ak2HW0<7> z@ZlkR$Uh;9Ua`oTTU3yNI1nDLcsf`c(~M;#-;&tbsEScR_O<7a`89q1tWSla;?0}R zvG2b3?bFAQ!C)6Sr(%oM54~{f8C>F?E17v-B9tSu|Pn=+#SXzy=^rI|jRm zkdPkD-aHMmzKXME4F^%*ef8=L%1EPamswl;lS7z2=rnG)tZK~6cQ-u^n@jwAP^)eD z@?~nmA7apXwTCux*Mli2<+5F#kgE^V@$8So+;#EdMR|ARu&3hi0(W2AmU5J*;)~7J zxlDAZA3Uqdvd`e}b7|IOeC2{LB{Omg0rt|0Ynb)3WhjO*lqmM))s6d@=wN`FH}6o{ zb}R4AeB3}G_4m1y(#pIrCBS-{t6w3U_DissKn|i9S9Iz|)uSUA?LzEdfIlNBLWwA9 z*v9>TfBoS12H?@d-TRH0Z zNXVj}3m=9ZKA74&({>Td)I>vmIL8_QqUhaM04$|b<|c@QPL!6WnsPwNL=+R#Ry1yA za)v>#Jv(9E(y_v>RERJ&1Pwnyc$lVhB|cseDYGY_$N~PGd8_`!&oEw%P*3C&ZLN~m|_ zT+(9#$%TxJF~-KmWNK&(D3frQozhdBx~b~%a3mN{v+@I^&4|*arOCAxjV?S>rG!0V^yZeu702h9cnXI~@X&d6zC- z5ssSNZ2>HyN|{M@h`zmJbXRZ zGYapsE=&IV$j={sZz+nH+?5He#DACXl2liiDCCYEh~It=haJTYjb^ly<1Ju81?+rNv$7` zvU{La?!eI5F(6CgM{s=tt?02&PmnBPF6Y-S%2T&O)UWJ@*OH_hrF$nyz_`CLfjeZR zkt_@3`yF^^^A;}5Me`Bo;Cf+wV{}cRk?H*{$Nnf*de)$*5We&MqNrYH zZ}|GvnAU$c%6<~x8%>vZ9gLQJa(cngG=IZ?pAm`NvQzW-p6ik^#PpO5v}L&^>#DQ1 z#4^Bfwt@XnB(`SL4D}hT^46jWipxV_^Snomxk#T;Q@Ed(r%ycF06Z~z{P>>u!ETF-Mg|83&E?2E%sgD^oa7dD ze$ENC04L)8;Ndd|K~kah#Cz85wseC?PSs4+C@O#fzaF zj@`DY_psZB$PO;MV#{-ek{yRdu0Y$+&@KJI=i!hm9?Cj(t{lFg)BL%x_X6iGAes^&{Rt zjt+w6Yi(mgQM^m9J#&&`-|=aD6oZOx|NHOYL4yV@o)F>u>c$L)oTb4f7d{_DrJ(Z4 z=j)#W+h9{jOjRY@e0*Nl)lGa=?yO-Y|NF7C=dQi`^6+i>i?@0YC!VQoZrc#>kH~(p z_oWw|`XOf9d*jB9Nz1Rw@bd0(W+?*%nSKZg3F)(Z`SJr{VLQqFh?#cz6UFXF`}8#_ z<2V(Sy_YXf7sr!I)(K+R^OrC0vrXNH7sV#ptzJDotWBT{q_FD9s~Z>_zh%uMb$zti zFtmZYRX&hSYkNVNFNFR38pqJ1XHR_(4~<|WMK+6G=GSnU#6Ktuu;owhb82;7= z98}m-m)DmY85woQUZ{CgFBTCgVY?$Km&)Ly!n;V4vVsHf&rP4L>iM&`=Tm^ej7O=h?EDif zRfwG+IDVRVHC)L=l#asvP0tvYW%4SM5nFMp;iHQ@rxccNn{xq@#0DdpKhLZECuXUdjq?2kB zA8px;%R~BgikK=cC^~2dD42xZzkPcLV>;G0mXX47L+K1dy5`%VOCgr>hvJqkTi_W< zFOfZNw7-CHf<-kRNbrvdzgJhBXbdT3;L|qY8Ha@IWrT_1rO}HrLV|-&qPwo305+`0 zJfs6`*BTFPt`^5DETTNh&=8|^ie#q4r+Phb#rJZp{jH{NthcsUPrM#8%(dVibWVLF znIqP{2sVoUw(PL4V}0l`9j~x|TrwgjIIGDUlusfRf%G$O)~slMf0FNcD0VA4IXR&i zJVa>J7+ADzS!CdWmGmaP6^>KMM1hwMj6D+U!QU!nIe4{6#H-6rM-Ju7Z*AAwao0BB z+;g>A$M4&vo*~%*1ZxrnVx8khk4_A;F)%<}NRS3`^5kb{k60bDO+AAPd;+0iLRgCL zZq<{vDy`PsLr~PFh*|Bc225T=d}IigbA~$gp~Rpq%wgfvuwU{D3PLG~n2IonGAKW! zXJ~w_JC(UmM9vNJM|$Zg&yOT63b0XM^uo7QXBze84Q_6+ta+r)D++kMP&X&BkdZDV zhGDRXkX&4dUy7$9Z3bg*-YIjzH&}2fIx5PPew`CkiS;lqO5 zwL`bs0{PC>j^595=CtlQd-7wlRpKeUth8Cp)v@a82Zs$CCZbwAnY7u}C}&RGX&&36 z?Y*Y*Ir+pWv2Z=tMV2OdG}l@(^JXmG0!`ztxUB$;mN74eBRE9bZ1px|8pDqs9m;Ho z{)HD`&U*j&N22n`4hRZFivtN)4Jr#p`fh%K^@t;YD00>~X_aUaU$~gZssV+0<3-rX zIAx-9aFDv3w*gs+cPdQ02sh}X%gj#msn~ugAZWJSN35GGg?X4p}W^L<~Wq-F9 z7BCKBsK_<0Y*$(i4Im82#k}Q&63iQe6`i!0Fn-i1KWzT88iy0l>dL=$elW~+nCtpp zyKdhq@3i#ced@e6ovX=$l{%$@9P$={Qz`u_b-(Sf=Yototh{0-ot zJ(bh@j~*G!pWmCJC5Zj#o1bv_`iaGFu7A3@%PR3Mk(L?&2;5#}4%*0ynwp*=MqO5{ zSiy1!cn_f%c>cnL?2e!19j`(9=3nFFCR%3dSzSd6iMX3LEC?Hj`m+nw#v9cJNB*{&#Po2B5s7% zb~1oI(E13zf`eZ1?p;?2D9aeodUgAp9!g3|v4jAi{a8PuS|hBZUr|?Y3yXmQQh^sc z3ZF+9lTEj~KP6L7Pf!2O>4y#-^8D6tqO{;l^s@&ly$K+?q+JX95k=-@M^Ns};M%-8 zV%+{RG79_k4fjM;erWKDa7eDdG^0e`p#Zbrqel;k^h%)0d8Vdw%*>>TCc4oxxS^n% z9~LJT{^Oz#p`XG0vvk`hI;Q3jfbnjF5EZL{Cn~SEecRQl&JpV)wGQ5z5adq@zYBpy zP>_LF4&u3;AWMlI^X~ooIPA*UEGJ7YInTsIAH)n?A=YAo;hRF>UI6Pmg!E~Ucd>;1 zz`G+gR?E=5)#>j^K9fykM92>(pn^)-9UMv8#;S$$qqSuT^zH($=4>3Q;VdB+0YqmZ z?Wj3gr#nmY@w<0*7GKy|PR8p_aY=G2x|+n7K^=;~B$EDea{I6zlWcFu&tBd57EqKj z%Ry_+=1}d|23_fyT=U{mADR@$W<7P*pe(T?BV*H^)bLQnP!BKd{TVXDT!Yi(^he}- zgH(x{4V1RcSKrA>Sj;X+Btv46=|5nAV%U%1v}XfC*>Cgz-HQ-fOF+SO_qW}#`vDMA zdk@n(Fm!B7*?q+y4;FTWtCj%Psl&2@LnPHfD`AY*rU=VffDY%=({p&%ii!#Wu)T&d zs80|A-#-u*UuPx=3Ba8-RfD|4Oud!ZIf7Fy-*z1g<6bP2J+ZL;b)+t&!GU)39Vc+b z0MvfB?QSuf%8#>7N;!Z_H8eKv1ejbHqdVDl=!g;f!AJSVPUE7xTgDspk<2zV?d2C{ zHicEahZS19e0ebB{!uI`-bO!Y(BvoR37Zb@;??HCq^3PtzD4P3H#;?~(c;j`JE-mj zyJy$CBM_aFn;QohW_s#E*;Ped-4Ub`22{RsdiTA$;-380KAB1O%YtWp#GC!)v3vnC*5phg(!SAx50DXZX$QO?qIA4*{y1 zi%&2xKt9fdzKEW!-@YB#v!@#|o0u^_z`@M+KwR9HxZ8FWUn-@t(;NdGLeyJyASW{S zPa@(;gQj=g#-MXGaru}i^%n0i|Mr=CkER`-G;`)qQPs)H(j$dx&$*rs>5Z4^7aCgd zu-qiKbcHGB8I84F5H)9?SZqgWf*s-J=7!h%?a38)hn%~2SAq<@(S+PRhgzB%Gu(rR z&5+6JXrIYEl-R}N$cri{VZuxiNj>X^XEB&JuLl@ACT2Gg$7^io*gZFP?c6Ey5)S0; zmoJCo2}JI|t85^Ux|N&TowV;fU@3(?a4xofPvT3;6QQC!aeCRqc<1VVA1BDk%2K`Q zMo&dUbF=J{jMjxsU+$&lrsc|Sb*EdG471<32vZzjwdJS24oQI(<9F9b6gq1lAb0cZ z;Kq{)f3SH~H(r)^@Lfr6<{uPv2U3fGaRqiR)fgK)N}`sq(gq#xrXDuQgT%M; zo|OmM_TR6$Uo*Ef$YI^O{VZ%|?Mu60OLgI=dQYE^rMXRZ0vLAx{{35QZk~V|Dg|Lt z8=;tmQJb4=b;nNa)}u$g8ShM^Pj?L9Yn~D^IQrxI2^QH@F8}(@@=7F>??k0Xq)cnp zOd>F)h!#RR9mlp8Nx2v$;nF2PQoResN+nH7+4=^RR?gvOM--lgDu3%YQa2b18VR>3 zU*j_w$R*0U{V5ak)mN@u(J8p|V8X3mFV7)3?eM+<*1_tzwllc{i64-D(8-;1PRzEm z8%2M?UT)t^{ss3<5n>KjjX9n9ikR)NcvLRo9a1RKUSMSW_>}@QGyB>Zxqho(6Zu~!shUS~|LWOC^ z(+US25n;LK?%IEYzK+d#PHs%1{*WEVO)m}n@1}W8l%=#b)ea;N?y~E)on!DpYv#;5 zfDweaT_o(k&Jy^(q1~hgRbYL{wEM@;W8=C}e&CIdR#E9|u$xLi9EguV*h$6u4;d1O z3k+}5pTfoaOZV>HMakrxn!BVTAoOCE3L8*7`QcsvJvred-+GI9N<17j&^cjBz>hS(uzVCSJD{6@uf$1Vbb{G`pN_IQp)nU zLZ%TKouR~mqDq8qSUheZBibfG|MSO+i*ioH^Zk^o4O3#$rwrSA(LG6gJ~-2p;}ERg z@?0cy6xfMC15h%^WP@4RcP_22VV{kI)m zH>A0?>gC!F{O{*-|NHY_AD4GXGF@_`cDNm1_1_QbSCjJm_uu^VoW`#Uh->k~vO-t%(2_~KfYAxEJs zh^J8It1MZBpICHkW56E^ERRVjEWyKRiS8}@ed(oBs+JVW>T~43c@d)Fh7`(nio}Vd z3U<%FH`+U$shOS`7!{DveQ06u58`0mk_fX1E@L^!!y{=?%?5^DLtJMmoD^Aus zo(VlFd0i`t_B1pm!|&;7Dc-6FZyvkr&P@L(850!V`-ZNwW!OnbsIRonxPPj);JCfI zvFW38n{MDL$YZabjn%xlZ}Us(bmqRzk6iQrzWbjZgU^@0ecJJ)RR5%ym|*7m-Me?Q zZr^^yJbU1VqGOs_qb{Gn_1B^`ixoSvKj`EW>v(9Z=713S3Unif!DC(jiA1-Ze#Y&+FRV=}J zrab#R)KzIc+^uNc*HBv?D&*BoqlUM%=s1tm8hCImq_~MQ%-cYrcm{2$v8_up4-~Ze z7If_Tvf{UIPa0Q8KV;U^*Egz5HjL8B$#imZ`r6wY!@z5F5kIjJpNdvbljc-URY*Ah z_G@eFi=8L$MA-D!F^D*&pJ^`f<2J5}kd2ZHy_21j)85t=ENI<*u_@c0&sjN6i!-S< z`tjpUrp>vUoNCDr^78TqJ4&fy_Ze7s>}ZYcdwYHP#;P=PZQP$!KtMp$*%wzu#=fq@ zwdiM+J+GdrH_s#E^FC12)uSf%sfcstvW;BP@9uADuD0e>i9fQEf#*SBU|@E3_R!Zy zGDbt+%1_J4q}98=y+a?Ro)$|!%gv3FV%DhUIPyKC*E)3-lTbu}uw#_elLLc;gK|fX zxCJ;3O5{wB_XyhdJv%cq_Or7mGCV+TdUCA2t1HrLw`A0XLXWycy}O}h_#LlV!y){q zg7<%vm6f%Oo-ITvMy<3d5ZE_ zcPp%96s)S?7Z6arzlFbgq_>`a!-g;>VF#9j2j!bxXL1B>zDH(7GzgK!#DoNoDy)t}1yM;n3dtG^$B$Vw&@mp`oEecVu|7{ZDDH*Ez~4?4UqZj#C;NY{!`Fk(eDYyB|8dCZEre z6`t!fX7%gGIZoBY6Ij?a6`_)}WW!4JYFliq6q8yx(a9gz-urRKk!vp~I4(LfnbhPm zVLCP56ZcfuF}2iXxSLk_IpM-^!D`V6tsDn|+-(R1Ob0OGyY}wiU%u~&)Qw`@15K_o z&i=jH&ciBqI17NvMlYR{tqnzFWPU463Qg~w8R+Az^+0@bxi z1~D#ubtzQxqRVaXR8zvk!Wc@Q@*YG8N^qXAk(`K9q;jNue9Bv56j&xQ@c|$AZi{*L zWk>#&nTeKbt5-ZK)=f68uZ|MNwG;)4=8<>`V8{-BqlT6Dh_u_k20k$q#>F$~b#F%L4f)r>0h}UcK7CbF|5^ ze=~ly&%acuv*_cS+v`^1W2K%QD%Y=XFY&w2t{ki4^3lPD*SMPJW1y%xjepm!fb+@(L*r7B9i0qOZL@ zbpM5Sr@W@8`d#b4ceb{ktMujlBIflmK$t3E*%9F|-0d*hXd5%0k(FhP&~jkKaWZ42 zmq}#h(#%vzvF>lu5AGZ4u#9XVHEqqwD%j9Q2ceA!!EJ?}ezhj44mJY=1E(b<$|bpTLQeaz zsWKYlS-xxR1s)F5L>>FDgolSKPJ~E2LO2+zH3%#&EG&$QL(aM2DXc$MTT@fhE&P7% zrcDtWwd{@}%&)p28z49^ouzpW~0N+aq=M*s-h9fg+|!zBSseQ`VJ1=FPdz zr%#`jJ9X+-qjhaa&ny2NgT0!ri&V@0pimlI7pRbxWwy25A{c9S;erK4G}?&gve?*I zwzENQAD;yCkKaAu-N^IN*PhkuJI*%x*X`d8zWdT z3E23x$rBS3^}YSw-BI`M-SgK7b!KH{^$K}?eR+MOS$|W*nW@^w9{*y7-MYF->FL6% zHHsmp)@0S+UC;V5Slp8hv0g+(BrSV&ZA$&R_3J~LT_(sfnbO@rjN$US^pQq7+Jz^Y0;eCT6`$R8$lhL3;D%%@&t0C)5EO@IDu?6wA%c zRq8GE=U4vOQEJ`(o_=bugnJy^vGRxl6uHLByMilcpvoaeq`etm*3tlE6w1QQceUABD^o@J2I z8<#izzI;hSbdPCe*!^6rochc?5@ZD+44FIPjxU+VF9LvyU&FwF8CsF`D!(qp*yqWU zNF@2J2?qxUHX$Jm?Bg0FGw*GSpn9fBpIu0pNk$_P8LXlSg*WnfYWM5q`ZP7UdiUl(ZiW$AMv`wAmABb({TpE8QkD&>2!-+%Z}H9p*9 zsUUNG8U5G({y2B{1xWtAsj=;dnD2{<;LMquaXZ%sK_%!V!bS28Wy?}Sbb zwwE~c=ZrE-2s;eLC&y`KRrm4aM$1ZJIDM>~_kZ`(a*zP*tuA`Ft5>>2@KTH0Dn>!8 zveNUEObu zw#`20HYt_GV)+gJ{8kWYf>mH@7sidZBTSS*UNI5l4jmwSt z*;%GOT!wtWFi$yAR|23#X0PflKiGSw>(w`|#ID{Zwc~_`)N?^aZKr|jHhm3|NW0B_8>uJ)J#XDw^0u(h_|?^g z4wD0gNYd<2r1o%XWvkp=#aMBdJ2wJPkeorp@A@^+MzH5;ZLG;P|p46vi;XPKxn#!VqgffegoX7Q@6pRj7%Q4B;xut+uo0IT*?$5i6aNQ7wN z(FRL4mG~fXQ<%v}aZe@&L8}PnNSQzphu)MLg%l&j6vIj}Gc&Wg_;c56`kP_^Cycr( zLIpAdkKb5P?!kDN$Fz=zQ!`VcwY7EGiWOCWtueSKK zS|}XuW!wK`Am4{cJvm=#iwPDxal(Dg+O_BH938hHgo%Zo_PO`!+Ttw+AD<<31qK9| zNd*YiM#zVIw03qHq-SMq*?ro3Ux3TF;f2@kOW$F%IGvSa)bt)pg_+DutlPTP#G6BP za8=)HYl4!-M|zDHELy~X*dvDhc+XRG`tudX~M zwI*9doIdN<<2vsFl5ED*-MD%4<^X1P6M6bWUtj%EA)raRM*zA-<^&mwx!bbJ~}~ z(3@Sk&$nhZCegEapIKWHpWRndlsSA)DBN^qAtm400>HC`C3W*b{e~J#gO~{`#MG_a z>C^G5X=cwE_)H=O+6t*yULIVFQR;3mCj7{u1Z2;in6xH24UGm<&JLHua&mH3V}p8B zzJh%`7GF=1Y9I!o)#sA)oqZxm8KHPb-D%aT& zrJoG4Oy;rU$LZIt3kK*pDK6gm-u`)GN2x!Giv#yJ?LUTfF?S0Lchg1P0ZC%k>=KJO zaeFNRH%f6@&wF3SHD+2@;?8K{GTW}ZyI;hW8#QHTpb!nswC-u@d_Rwpei%hgHE^nV zEw^^AQ#T?@-$pCXUlSAR&aywW*tK)B)ly9&fr>BIChBF{^gg|_kvq02$C1=$KrlyQ zpVvRZ&Mocp+cS@nKPB!qOh;}O!7CD^fgyq#AqpB@@}@@oJIVs%JVnM&AvO6hgMCny z5gKqGAMH0E`|?q={p<2mn2FaIK^~`HKh#H-uUh32G(Wmw0{}8m_MuFSnVZS}>pymQ z@0DSqXHz(ZbjF_evy{IXm`YLDaU?kz0Gx^#a{AP%c(rI=B=^Y3NOIA!S~*cwRSMH5 z*HT)nP$PzY`0zn}S`Z*RSaKmsE>oQa)w@hk`mw2}MuVM*sY?#vJjIU4_Wvf!O$_o%D_6`mmU+8D4x9y}TN1&Ih3_G)}HnM;9;rY?x zpKq_*s{jnMHB z4UiCSs6N@iS+5iO(AKH}G{fo4=`G?22z}Z48f)q4LqC635%;?yPU&ap+t|e0z@2TJ zu5DMt#DvXOX^HN*F3s*g+GRUe)Gb zs2peGtcZXrB^o;~{@xWqn4cglJF>TMV^6>Np*u%-F}fN&u_+6Nb4 zh}^Q;+xvIt&3EzOD!8G}#2+3l=@t9!qy8JpYWCb?zm`zdQlda%gd+*6q|Bhu_6lKB zj5_p^V|I8c><)NXQz`}7DqR@Ae{Rj_)-U}pR*Q=1 z2#2g)x6ZPvtg%rOp_T?PV41OVb~M}$A9q`Lvo6myuXN`irR5?r%Cee39LF>;es8{=#WV76 z)9Jiw#VX3*=}6v;vR!?FN)fNDtnA?EsPc&u3j&W3)}7K|dHM3?J9qEOTUaCpOCIIg zm47Vu_Wk>My0iOjdyVeO$DcE;sjpwZ-m1CE;$dw$`FQf+$Cb~07cTaf@7^(}Trxtn zl<6=W6+kPBIXSsi^WAYh&@o00=?Nq@AgKvtKHGZR!=oB=fNGQtq|c}FcJg-l z$8S=WOSA9ZeKN3YT%$Ph;{@+g*VV4W-|K$H9_L6JtG>1am23>k-v*lfvsW*U-y}%L zy0=adE3GIsuvjwBbX zQrO7%+Ti&Mmo=0nS}p)H?!AZm^A|U4Aw!># zkg#m!%AB4yyD_`s`sN8H1*?9|avw*BY}`asWt+gRf_>4`qk#Ydim4{G6RL6^ddimI zMd#0--)G57EGiBU5*>GjC)cNx-$$p@t3&I{zG0n2-^1`fdS5{Vz zL5*NkPl8~!y(K-%*(1nkZ1Q3EkPzZfDra>Hp!@-j2?gvx*-1!spoS_^1B`=hzkc&( zy|CCE!Om$dCN53|wDk&6P0}wm;Zt`(Nh(<}9Oq`H6qe!jwbEaFV7u9wK%h^g%R z_MOGR(+~#?EBOTl)$lYV>~j8Qr(jSDEZ_*1Em?9F_zuX_EUm+puo{`R{ag}v?%hj{ z8hh7sz`vAlRH&zE5>cQVr4Zqc>>VAcK}F;z0_#)Zib?^5 zeWaI{S5^GE<0+=~N`Bnh)c|qp0WN@7)oE5qDS>7U8nj(rBDteZ(gf} zKg96 z$(Kke#<-}uT<5I8uf>*0^)cXDNo4^3%3*q}Q!(^3eM#!GXlLJN&!T}!-Xq8|9=53h zI_5QR65=(jQ`o|1^67W^M#VdWxL4NDct&IiR3T9aze%N3um>A-O|-VcVKmO}$MwcIV@5Bt48iCSE99 zl`~Rj{Pcj{ozNI?H013eH_tD zN$TR=`g~>$5jl>dQK&olwk@~_{e$qP_=(Zf_%PqZ2uNJEY_AXyqbDndWi>N6u{#;~ z&7LW$V_~&_`SKD8{~{_XrQm$>!nM0kU&JqzCZw>CQ8*GYNYQS$#I?n%m9SGvlR#Z! zAuQY#PuYtK%KPENhi%ii_ot$+xtQTFlIa28ae<`VR?Gtnl97>Nh$u*m{LPbE zr;emd@Mp#}eLjCea}wD2>eVa02~>P)*Nw^kL}jZ09irq^hUcI+4e-fryji1TmnptikzCNRmM4Ctny@8vgDCXx_o)FlR-=HR8UD6g0_AO)>sxs+UoV(O5_(D_f}-QTHcEe9%fP_aHGXwyL^s7?IIE^Fq{ER&ODL|>!Q42WqGDhZb<&t~rJ?HyuTpDGXpg^7}XdFRfZgcW-G?j0oSuLr90 z=Rb2lw+YFlc!b>Jn6o`Bz(|{v93#l#na+?^wJ$0Xfw*q@SCbj^RhTm6UL{LNR zMRi*QaRf+S4kS!sj%bp8sobMIXR4q#khj6zRHA52u^Tu)Ha>0yd}Qm?ZypL|f{42& zCee^`j8$3k0JiwFZL*c8$Cyrti5a1KCE@h6A6HD+8UH8%C?fs>Ekh_4B$|$Vm{hUP zY~s#;xFo)1h)X;D`?s~647; zR0zmgV?-~M-f7H{t~1kw6Wk;HECTU^9WR)ko+h*wNq`6mYK(iK4b-QZ*I;?4IE`7D zHl)jfdm_LImB2Y#8nTsIwq3%F)!Smhy^_U!<|$7(8F%2gI!%?y67D>OKoRF502lSJ z$BPy&Y~;z0k`2BAH6{cr&In_rmT479gjYh^f@PD1woxjarF{1(ln3M1*VnO5%8@v% zp^$*w#2+Vd3AR?T{=;Q`cG%z52#MTh{Q1s6!BYTo2Si*CsR1lBDJ#>QO-V5Mv3=j> z+Lfb}zE9OL>O^;jtlD68=B4_uBy_FLBoSqc?i|%6Lj1oRe^Cu;0#^5aY0VF23D3JZ zkK(3&*y8K0MfbJ@xjD=mWX}(LV#(Gnb?0NOD0TnTI~Ep}qVjejx?cwy3Ov`STvCHf z-d&p#PP5`QXzS<@vzx69j-Z&hD!*$h+3*yK({;MpKPl4p3B64o|NOg?4G)c9zI;je zaWJ{S)rT^-l4s{1-vfpn)yipUX`8=^8HjJzR-4H)+-@pVyWPg-V&mZWP~N_M6T#4BXfCh?J5KhtcPUw`0?Z5X+l7N=B-LGRz`)f%a2-c z?VSl96?F|En1dyYA0k*#39JEQ1yIsKxKGqti%_-2Bq#GsrS|e`O6Pt5CYRXmQz*$B zRh@3IqZ)3Ap|0>iI8hV@9fl&Hq$>s;nWq?|rf6E1EE_KU9JEY8mf%g4INTEr?|W|; z+TQ)K)AsATtcUeXZ=TK;q>S@6JW~=AyTKK%?W^wQ-yr|>_iILk*(Jt+|b_I z)%xwg_sl5j=+{Gp@dVLAk97xNr-nOD>qB)M%$!=4S77jOLz zp8bx8hf;u$JweY|tv<{Id?ExS8EVJtTw&n3xE=BpDv_?@y@6HOem+2tZ46u*=|Q>9 z6M*vP2SJkn1r6c%Fi`wVjWYlT7zO?pdx=FxMrPr{g{aQ-)$ndmVaA}vdu$bWdHm+8 z*@^}BAvKRAL@3<51UL~NP=lbNFu=Un!Nq1vXff*iD13JB*+ZCYhr!~#?NFwF{J4Zy z5|HW@0s{@z62M-`Yds^Q>G03{iQU-=xvl{};r1X-2I5p95E-cfs_1Le#w_6dm0J&; z#h!lz#Ta&oIN)i_vP)t&Kj1e$Zn(F;rtfk^MTIxFwg^3^T2;s9cVH|aVIeY+I|fP} zezkbpXJ_p>e-kdBl^8n^wY;fRs(x93DXsr|ZBln_Quv+qtUDq73xkt>DqyLfT9bhp z0nXQ0xNQ9caMkat%Albd+X4lxPeW%qi%>*{ z08gx|0y{`)dG&e;NB%4Q50779#jx(&c?^|GwqdhttSc{M-uq0#YQ*A!wMuMD7-K`Q zm_+z>`PI4@Ag^)g@qg%FX|7JurOBh9CqSLZPT-OuPwa69326k}3W7QkyNs2OPsyta zq-)7E3aNz28RW+I*s3TDlyr20z%4^j5skF%Z-OB}KK058(C;Lp5UJAvE-Zp+vCSkh znPQ1pj-;13w0hO5j|0Pc{8Rhb*iHjz%43t07}TFPqlMC))ST6E+JV8m6<&`XDW;ie zLe5ght3NI0&JKdAJS#|bJTV}W>hSkkd9SKWYvZx8F;)aENF|RTd(jfUw6*zodA%e^ zTmR?G)Zvo=54@HgQuN$f8p!02;L2LNb}b>Grf>)2fL*2@1b`tVNP-(Os!xr<8i4c4 zq&5I}gOqb1m7p1sY1_b|5`>}=)HoFks#4)yRIaGPkQ=HJ^&|uGxb%u{hO%b@q$Xq8zh4$Plc-NtlfN#LS_u23 zm@^QH4~5cs!tJ`oI(quuuCA^K+AKSFzAkS+6oVH?dIi9-RA0x9kAy(3gp%E5qL+V; zVD7qwcwKGV>>N&r>pvE+%I>=S&U0HFU{25Vjar|OS4|CFA$+diu)#*1mw4#dl%gL4 zOR}zB-D4PNP!{0B?872^3_@8Y{C;o)5;U7th=TnI(KBd>L!^Lo95Klmu2v_BxYPwi zbS20%#g`|RQf&})B;9-(1^N|G(%O9g`~o{zGIM$bMCEX}nhYD#FEa?){owQ@em^qn zak=ABsAG+202{pEwIq>=6~PgG?dyw$==u$XeGRm`xDA|YDvU&?@Crf9P^%*aG~u`L z^rweyV-+KO>Dh=W4S>s!mM}euQBcv5ARIj&7|9x#rD3oA7`@V<(=QL{$ z#~0U&brY+GKmdGhi~}6wYgIJs0XEy6?G;-i09zkoVu@wu6I6nPg~cKTVdPCqJ)rkK z0`QU83K^_@>816qE2kI3aGn zi^xm7_veojnf`TwT5gC%coufMWP>s$&D=>>?KP04Uov+=Mvh+=mlzw4(wdL=v*YTJ zo_QI%Q%o8;4vLnYAAMjd#14rWzj^(7SE!#>q9dWeh0=e6{*o1|g|Z=*2?hPO%c$0O ziS5|2gTPE+M61@<3#qKC{KPl&+jEn3^eEP^IW>#`LcnS{#C#frDq@BMy!HwVY&K;S z&lEXtjKxS+Hr$gJ>D^CNKt|NF6?F_wwD8ZFPynfg(U2lE07^yE`Tkpa8?%&^V>M*4 zXA#WIlX3_s5wHkJHE%XE1kaKB-j|aaD(MH;N^N2@*ahMgK;fY}u9fSgig<};2cK9;R#d0^U$I~p7rNj2ow%1#I20~aC`IA+alksTc!VMqg?H48a} zg*D+FA`V6P7xqekAoSWJ^*9KI10|I1m4N0kBRK=YpOXwcVY_{aolx)G2|nuLx?jLE z6uW&eTCY-qw$odiB#s@C6*HB%A)8As*Fz8FfVq%8zxZL(sjGt(fX4Ehlk+Bmf zQYsJ)cu+`_q=d4Y2y-N`fXwOqb_na7$Y$8BA*hg05tzZ*ng>sm55nrwb$fKP+(vt= zowysmPZMbpls5m$c(Y-Sq}Z;&f|no-qp-oXLHt!3$K~wl8ow0{hd~5lsjmx4SFaF~ z5Ptn=t*t(1em_pVQO5C#KQmzh$|M2KLVJ;|VfO$>_Th|iy4}D_3{E&oGXgS@u^yqM z2?6${=TJEdeg$X^m`$nwRgOy_8I(h-!|3L(QX1&P=3(_+!>vJ&}9_ zD~~ik3`YoninGl|b3bNtb8}%ZjfBF{k6WHwFkg1k@@dawQ&%J4=OL5U31}%Xfc1sW{ z19^pmkTJw3i4k%b`gXbGr?{9H8;r((ELst-rjGPop7_m1IwU;Y7{P|G7r_*+lTH{I zIgEEm)NHh#fx*Y;=~JU5nQ8|O)mLYH!DrNRSOmzc-Ywb&=R@BJ_R8tZ+=!|BI|yxI zF4!xbnR{gX{wuIjVW3G2#*Dtiq-SKHijWp`oz4b7d_JW&|H>av5mmuX2g6BS|J^^O zn&vwFa~o1lBxZ;JGShLOVCAl^F2XZ6KHy+wl|YKl(u=VThLd2Hnta<=^a|OLIJ^@k zpEWvO!n~~9v@c)Z6;elu^JM4FKG>g9vrY+PL(YExK6Bo62WBH2@sj2I5vL!b;d9`4T$CWHdE5(-b+ z!7`y>2${}sau|IIx`LhM6>OaDG?v(16Bmb!MKTjiDQBVUx=ap;lPE?w6p(BjQ((>w zO=0;4EhP^kwjJmJ8~+>fy`mqNCJ!><$&)7y0sY9zCXRKoSshxhZ{z_#Tc2A9l3y8U z7X;Z}etv$`KCs*p0I_V@GC4rns-UBPKmt-CiYh$2pkhM%b0?$$K4{?65`}GuiwNQX zadv}Um__L`Q?`H>XJGFslXV7Gs|Ld4f%^{ys05*gu*#A_qZ679EJW&r^;=L2B~TQA zkcs98HA!!?sZB5>2&kkd!QRNiN(AG!JVCfv{PKVxcu6>LsxfL2fxO7HNRpCZL|?RO zYXp=iQmkOFWg;rB+9nc>@Dl}}3dwoQk-)8FEJ*H#Q+P(+hfUE6BKQ=L6D_Gs#CTMg zn4pJ&{Yiy@<)8$EhBcT_(xHH^hoXTAQpMzFKpX7}4Xx9Tt}pMi)+7uJ0s{{~6DH?0 zSbGJ`7m{2M=HnvP5bQjUXd(o=Vm5d&9>mK|bi*eH^oCHHeS;E}z!CENZIgqT{ovPf zcnRnk8Doev^X1KLHr2!sqLjebEmG*(I*R2-6avVe;CNZUKoNQgIyV?F{muJ*_24rG z#Ziq!m2$3N5jrrUP-~H0LVTt`%hEu@0jNddkn1C$Nj(*`jsn7F&3Xl7mD%NR23i|T zr!g>p3zLOOa0YWEx?Qj^ysVr{LouF&DZ>mZL1vllq%f@b8aA&Q?Bh!yUIKqmtlv}s z{Xmu=5*ZkB8IL{~SjOOO3z7{MGX#A@eg$X@uvKAX}teEKpZ+Zsj7&!(Nhzr?BtY9WK9^T zm9?E|Mg#WfL71BSSw=jN$)qyDH~_a)<2s4^CaeD_qzAarVEJ5Rh&4BBCxr*qure$X z5tLYDDfxfA*Zn-Qq=sm!D-)L)Mo$Qsw~~OM)e@ z{9)BoeFn^bHHL&^$0jBxfhl1uqlP*l>)+!41MMsRuAdjp?ENc8_M`K|)-Pq3i2nb| zkl1F#XbiPnnY}B3kC(*ZYT(=j?S09}{rK!(+~Vlw=QC!~GS$gn-5iMtwC@uz4D^#% znX~4J2PL!pMfi0~)nC6;dBd2o2Q@3$0#N2eQVlL4Fo7bZ`{m1*^$?;Fpv3*IYKV~n zZOazY3M1|}`wY8NdVeSHuaRFe`}4nhe|XSu5^Dh=bC$cv5H|1GYB&>+$;G`0H@sMR zJ|#8L#gqJ|#SXXh7~7b5KR0q|TtZ)z4kR^kfJNAD@QnN!aabO{aFgafJYNZyKl|Ok zU<3ck%>A!^S4t~i*wRY>59RFag)$xZr;Z6l*g}a(0}r8)e-P?P_XBxcGMZh7|L?nh zG8#n>ftjg@K1k1mN*hKMeK?bO_L)C!U9z^CXSXjKW^iJDgR4InC`y)?Wx-}ax)Krh zo3*o0m@Mw)zvk4;wv&ba4I2F+NH3z@!={dy*Hj)lyTIMVDf2d%86xJ8PeUlK;Cu!JZ9rx^~vx8K@%)yG*;OU&(YP)`N@U zVTrU&&novOOqkmHj`bS&%TJ&fn(GB!;N3Y>^xFV-I0B6Tco6Oa+fvCCxn)(QB-E$vMILQCnWOQ?> zrOwUWAqKov^r?qCl`0n`5hA2wIBxTtq%rp^5Q(IV6Ew9BZ5r_Zv=@B2Uv4GNehMWT z%jh-QE2wBxa7NMMn+pD)*pe`OazJl?Q0G1--Q#4#HaU`#A?N7bX@NnFKpP3UIISG; zJ5+EWq*0LJ(50a1=?QZmE=@J8#R`&wU>L}X-O{|1}?V-Z(g0N zadaY+Sa)*p$q96K0<5B=$>{s%gba-}v$vZ6{M<@HgWz$9cm99)-Go*7xNcF)y^ z?z@*ts=Qun;C}wf%k^vCZlI6!p!-2}zTM(0_aH2&d6)ej-OmgQ=axUkoqD?f=*7d#Asw{7)~y z|Ma!~_10fTuX6k0hnzu&oMj8_kn&ntODo`+bhr?c zC%$NxXXp9cyPo0qJ;Q8tOH>#a?hw0j{Q)Zr%Y%~kM8VnoyIpGGUa4PBA{mWl)VA&J zD(GLFef-T@{Abr^@mnHt#H&mok5=jx@ zjCrB$tVG8f8kxuia6Rk>x<~oKkb|tRu>?BU&8XtUMU5(m2wBN$dx( z>Uc66PW~Dos%XreS(_9^NAg2{lsGKKQ4tXjtStJewoUfpD5m$v$-rQMQHuV{6W6N@ zvm8FGjs`Jh35nb2nGYuBm2aP3bPS_8Ru+@Z@pl&h0*OYitZ~j)0lf?{Ns$wlp_VN*1o1AW5El#j~FpP;E>*VY;tcf=%~0h-`J7Y97h_-@GHV2!4OIXKiLi9 zB8xUKV+^6&Lh$*Zoe;j13THpveREt5dt43m$aWp;_3oQ+B~yL2d6h`t!)PAA2v?26 zk5`KoRaNclE?j_L5Zy|g8tG^Arh3ik*OdR*TL>}!Uj}b1-VK{KN3zFd%Rzq(1#l(w zf-@v0L0CPQBVlGC)<}d;l#LwHbLm7!l*}B!6{bNEyk?BY+@OBa;hD5Hnj6C<|C!7b zWpMrab;7nKCMJ?S>BFvk+KUiAXk^yh!f%#*==b8yIiboJv>!ahU0}t%1^cS9Y|VQ= zCmg5IXkH;u*e()+jFXc_e23O|FG8D#+p&T5t>Rgbjww)$9i-<{sE#@AJ_1`1{(!Njp4GU#&!0a#NX=zI9asGJ z8#sv?EKd8no+v7H7=5**_i6YUIphY#ZWBv z6I9L2Vq-JA*+32x>yommX$&A~9DKHf^zF8ryW7;`SM;ucWa^Hh#{Lf1lq1)U;D=FB zY@}Xy$lht2-7uUg=;^f^dR{)X6;UIyQ+MutM@}LZ znPm@%kp{^cP21-VqkS=`lT;a(&ORZ3gbV`cEbEEhG_v`+S>|52Qp}w;kKvK!M*(rz z)sp8j2rlUu-Vd$&WGB?ssZoRHp3Sp~L?+PNf#?a|f&|mv(LtnCNC`si>9B9rUA6js zK_~DAq)`PZwg;h?2D^nr-GxKT=a$qFO)_s`{$^ffos}>l7O4J)SRd&SDb#WtQb>zF zh$B_Txn&UaN@v}ugExeGlxFI4$cPej^aU0f8rDC7d8CpSI>z?Bj)(~D78%6E3@*KS z4rEb+)|^{tzuGML)Gf$#rsy=t(<+H+dKF9R3;b*O1gjN+m)*v z5%bZ$esH`$To64zfBLSUS$>oSMT8XUSa*S)jm-)J%8ovrrAwD~SB87~a%)d(H_fUK z6t_>voqxavQGtY*f_C5buU}79jP}V}7p&y}mQctfk7Y-^)3C>MW8v38y(_(-g~SF2 z4I9h?FfzvZP0Y>74`-EQn~pts^2FlM);ctlAQhIz$)w#>_+fFgVBnD-0~+}vBO*?r z)Fq9mAd;=?+C;{`?aCQ^&+dSR^itL(DoH31S{wBT@ah^p{;&XFK~DX9JOH zFQOR`AEDoRP$%DQTTW>i>rJr#n7f@4qUo>3!F;brPZu_9Z8isBK7XUtqrRL`EwcQ< z{R;M)8XFlYC@O|_cN-z8M`mXezto*uI%{!y2p&r~mqpV(J!s%T&JBT9$bv={?9&9E zGT3O5_CvA1sxyQRUFgB_4r5L8je#Ma@|ivz8@{$$gc#8;;`oXe%U8_4+4g1853*o% z8GgN-`y1M+(gg1iJ-Di>N}g-ARx0F({v1;mms}WOTr0|OQpTgou4v0Ag>4TD+r}iC zXOpno_Sux7-kFG`Adm^BqG-y1l!@CpPJX~{+T}%EviM?g|zaauY z_Kyxu8Uo#TD0l|uisQa*Bn%=!f*eQ?^os*I>jk8=E-?_@+<5%3OjxWWoDO_~W{bju zg4L~;+&Kz)YczskM^Pvf`gw2qSE1->FE%zd9vC%-yDB>!%Z~j1xZTU59rnR;^dRv1 zB_Ic&>W;Oqhz0{O<1qyhsn*}eRZm~mz@`BVNMCfY(7e7D? zd}0b*y)d=(M;muZ)Mr%YbbIF#=Apx% z|0Ft7->rzIqsGLf2+sZL$hCJX{z*Z%+kMHC>}(-{=h8o;=W66ii51uHTH#YlTa%-OD;3 z)%T_ft~z#W_w4Nar^@C3mFt@=*xf?21MS-zzxy!fjM5y9{2HW9{Zn}3My-ApRX*Q5 zMfvo2?por#!za=fDpnkqU}&^V-lK8o)fWW{{8Ish#nlYpk8>k zv*bzWt;8h|9}Bx#!s($1z?FzWI}&_+mMh>nfF1Kb@FBPB_2zCCoOJT|82!5qPqjq{ zhj%&Xj_vBG>7wsC9VeBxvyRp4!XqD1*1)yPDczfA$%jux-hO^1+O5h?X?D90t&8>u z?l9u=1DWwlHuQ?z82^N+faOZcYsR@JpTbkBqE8;AUf^NTV@tvg;5lvbWiH!M{-#Jw zaHrex=-;obYh4dYll6F{VEupldi=jY}$W0eZ$GUNRP20Pw(M#aV|!C!(S7h+%?=S&Lq zsj_sJjIF2Qzz=O4tLK;ZI_{U*!0AhSR2aoeX&PLh2nT{s{}DQ9K2mSdfdf$w9cGDt zosaShU}6Oky|+0JJwyhC>pKQ#raiMTIeGFrVJBcVV5eIWfleWZmMe>K=vL6daaBD% zJz}0D2p5<V*FIZnRQ>V^Z9jwe0UuSyc@&B} zoqzhxD==me8jK)z3kwToiB&h-k_($I6|5v)J9x9Gh1*;;(BPK|KRPiC|9rer+esD@ z!D*Z`1Z!w%2{kH;2dWpYgr+Jt2P)`Je?VaYBRJrm-09PIh-{Chz~>|B!~-0cJ$Q%7 zc}Vum<4c2&#v2+m2%Uvu{(xjO@V*g_AF?)6S68RvHz+)e`WiA`4?SgJ zv+!p`beNAa`S{D1^X+9tSWxEH>m}sQNxfKhVfk)}rKdk7Z4;szh}u>E^Oc*gYMFU^ z%^Vs1@(BiGJqX>qw;*B)s6;?p7(FX-`7Csk2ENN~1l>gS@-Gf9yk5eWdNp zp1%7k7S&6n0msNl4SHyHInFuI`whoxR6(OGmH<=G%<%R#GnF1cHRnx_?GWss@1H4YaR}Lqv7vMz2Abg-ZNGxnPo#&%+nZT} zoFhfLc(F%I`bVkotdmAZ@L9Ii2LZZy`21{sr3NwVGjO|M%@FpmQCw}7KU$&!mQ+TXV4XycdVs^b!3>G{7MT~ij%yRVbLnESC z7M}i|wjnP&T7$lj{kIHZaBu$dBiF2lzRBhckElo8i&MbaLA1-sl?n1$TeCjIX>-}D za=T6@j#(cLeqOhwH|Ca-xT2!Z`S<6oTE{lB?bz{Zj^FqZ455KX1?94!tmUyYhxruc z4dkh9-zH~fX1@2?wWNEP3&nzBnj>;Zf;?6P+YsRWQ-kZ2W4lu&qSrp%|LB_(-k~eq zV~$|?6=$ELg|CJ4N9r^GFxa^8Zz_*LmkuA>BxSGUjvn6A=Dx8?5-}fogd2qht-^K4 z+_>G?^S6c2i7VIRJG-V$kNOOq^%5J|6uESxbo`+?g6oj{8l^chn?i9}@*k>cpc&jh zq+f0$jh@XY8%b{$?J~2(jdMl)qofx7y?sMNLR98BB8CP3SUkOZ(pn|J+IbP4Q?;K( z3?&xp->r|@mwMLAJK}_JUbj8@@8|f?9jj2~Fm?JkkFTF~+hyK|zai<+?O@A*-B*15 zrQCXnfqY|qOa3QQX^h8R7xXozZ06f^_b2MLKMT~kdah`WeE3h* zsQ)3h{wu0c^QO(C%N2P%dWDaxDI#{Gt>Q?&3AJr@$GpB*)8kXqqqve|0v+&@!oH|SYY+~ZbvI0xOo%OBPAR?|m#AJjo|!T&_0 z9op8Y&FEkq|EK6?FT{kevHxq`?Y{tn|ILZ`>%9_qxkP*0hlwLwHkvEc+|6Qh)Jgr9 zs$!RDW}e_sw~qBJRd(d@oK7-0=46r8s8o1#2@1s7$^7Sf_rHH}4A0Ayoy@Ek@T|SZ zTea~WL-+CvD~GQq+!%kY@(07JWgI+$>P?O3|Mlp=kmAr!PP2nt}O0k1qEQtLVdS|Mj^tH1J3L#!!*7}&S(O$ecu2d+n@B*jPzG@ey zcXcv_Diijbj71qQ^md+$p0c`^5_mIVq|$ld?MAPV#KZ%4A8l9IdIP65-aKMwj~~ME z%krBOVR%9g-he?I?D{dc`O6I&TMKTcSar$i>FUCI+VtlNgVak7J?yEFX?77a2d zh=6=N++zM^#bI*y`Kq(pkYE+n)s3xJR6Rof7U_QSd(*ap!n2;NuKd)kt8UWPd^&Z4 z^n_jYd)FEUc2cg<%Lr~@LfWAd+wQ$Jg);F)6>zs|OTj(`b@hp0^G$c}+#!9Ug#R4} zIoiX@_*&vp^z-8ADC81Qnirw=)f`Wp?~kiE0D;9 z-|YPm_4FwNIsQ;tDD6WdU$=c5+o*EVh;Bd8oU)^em4qy zG!>@+!y%A3;r0W=O9dfKtEz(NzT~hhQr7ENw#~PIf8jQwQW5K8K|HI`FF*Hs-wMln z3kx@Xq9Y<1ISCTBW5Q?>-A_P30IdYR%;Y3t9Jz^6@nLfKwgbFAQdrMJai(%qMC7y} zNGsK2{uJqOTmxwhhHy@rZX=?iPNy|FP-An)jV!Yz_DWWgbG>o02`*Q8JKZM~1JUfU z=~pl7KkT2*nwWAy*Lf815NX1&{{Ye13g@RAK}9BJbFQrK2LQ?p(KIq%YVHyY`9PH<9hp6JW4Ffq)T=r4(A z6n!wDL1GEP9c!T#0_rMhbrPBUas21R_DRxdN6v4D*uQ(~*WO<@&P8NqjxRP)gl_EP z>l=kzC38lUWFo4M*Edgx;qZbamu+rIIEnTQDWu5JNkj_6(Y@8=ycq4tFB`{y2F^s^ zxwA|{4$YRJ>W6XAZ;!9KnJhr6Rjr<%AvkOFRNqH?rp|!ymBxjE#yER5hzQ#K**`sC zo(=^aM~vE#hE$%n?b@{q-3NTcJ4cM^Ha4m7dYhjd5{tp;qfrS>ds$yE9n#%&Lky=v z5dVF(ue||WaiFU_f_~Co5EN1$Ip&=(966+lV_lL|7Q6!*O zU|fC2CT6}Tm64MiP((|dkIQ-2ftC#ioVGKJHGZmMbE%PNEILD&vtdQm>{|q|=mf%x4JXf%Z#>tbj7nf0Lih^~;^K zVor4{=T*RVK$>4Q9eY!VG&%&sy5Wb%`!Nig4jR1Hu(nQN?&5YGy9@UTK98-dY9s$l zaqA@(n4MudAiJ|Y9RuHJU84yCp#}#rqM@9JQNZE^Ongsy486?I@k!Uj-ts|FNom%x z0au-ZrY0w1jH)VY*VhY!m`p23mWD7wsHI_5e zk0fMaF_Tk#(Y~-dA(@(RxKU*}SFc&*e&Fo8**Be@XX{-()jXGpmXcb zi3NpzkQ<3x)z2?HB!v0rfWO=>D{>U<>tBJ^E@|FI_|n z1!+e>dzf{z^JrJgt84Gyzpp?SXDJ&HD7zp>-VlA`(a0j|JdF<`euED z=k7!8X^8a@>LGnrVdx1D@Vm#DocBbEeDX=$W)nkQyCle&7}JxTqQ>a9aQOOAJo!@V zF%rX&j+PB;iVGh`5G6+%zi%f84WU#)4C z_3|!P1vEpRbFUXbamF!X?6CKc5D4x--(wVR06|ywR~siFpOSx?0_`$NofbUO&5Xtn zFh~l)cs8qWq5TA$h#Jl%z!_(;P>~@nb$R!%gE0XMm~>KS{&>BdbbJ!>=vm~+E7l_@ zk-B7D#~)=Bk306~ghP)ejTofijA*$e^B|FtL(I`sHB1%HpK*nYiWLZg2lK zW~iq!l~5!?hLWhL3`vm^m4rl8$}Cfw2o+5tLIVj&A<0}JWhx{UlBp<(hz3P|pX=HC z{k_NgAH4h6$3FJ4_fy^X_j_Gyo$FlZI#;}$tP3CfCF7VD(YgaZmA=_vYkL5nUfixX znw`qD9l!AOFPzFhZ^~+k!Gy@;RtJSD5ndQi?%8w0x@oZ}rcEPW3q!nV)5Perupkp& zGt|LVjI+DwbX?QxTNgQ*mth849gL>_Ii`LR1S9e*ilt`+#nTKbokr;@yhC9~bcl(N zsjeiA=Ff}%CZV1cp^N5f!Y>0pK@SERgr_{|;&WZVhi zA72k=K5chcm>9JeGpxA0e&QDw$&7n-6v2QiLnrmEtNn6^UeQ{)rug9|2K3B@s+*H? zaebvl#^2T!5p6SDo855*8a8_Lg-0txl?{?k#d=Ohxbe)dO*@O0AKULfJ~GZyOz=`_ zPTo}MsNtetEQm!hZz}9uaZEz5l*I5C1EUVZh7SE#UV;Ha^@WEc3;+Ik^Y>8NvJ?Bt zAp>2BY9g?znZc>fA=xwBZgsA4Twldq$2d-(3Z|*pEMI1-*C6zrbHTl!Wr+#*p;+)onB{Rav_eliw$1~6Ap`EBS((4 z{3b!XrW z&rhfGl>gNJZ9OL>7U%}WWIp|0d>B5nN#vd9jmC*lqy0LrAm-&_JGW~1qRdyC(%FfL ziTtM~&oy{aYu!N;Mk@22_?5wQdHV>NUQBH&78Kd<)+h>bOTmd53QnBHTqhPi)V#@h zBlcx*o21L}PZ>iP$t#ssF?>~pa4>aKEuj}Tbw%-!v1{F{Kaa5i$KQ1av&Mu?%?9YY zTiea)YFu%7?oOi<^Ewbp3)FHZ|j}9_8eR(2;IY4XQI&>A?A z<#Smf5=`jogA!8{cZsFCeg7#x7NDH;!^@BfyX+6^dc)Fc^JYlOOEHU5LT90O=1}%j zuCUdD1uG`}d@?1MY!u>t_G+#j=VOaE`7XHY$SXHN2&1LTOG_rBryonQ3xQW=mr3?> zLUaK(UdLhJOwb{2X<=%)58!p&NPL0yFLOMv?>%&Axp;w^!TX%PT&;}N2Ec@rIBd-q zN9FWsEj|z;4M*`LaII(@`U?yB)zQcf#4F>X`q=(m=_m`8_0dlJxp!-HgBh|tTvAe8 ztOQcc1=6lo8#JglFCBS+7U?^LqGaIs@uizlkXBDvh4|sF>CBlr#Fu5XR{QV|(i#~} z871C}*vG>EVv^W z5h!4inClf@vCK~s+K+SEL=#3NzF+IpE?l^XVr7oSkFV>lTHD#V`cyB`v?(jjT%GO1 z$%(x>47m;RbDlx7@88D1YF9f6;vLW8DXiuJI97otVqJwca z^c91bn5ks^^4d@^RYCaOA*6}OjQQn54krfQdo}GR>CA@gM#egcg7rsj2CWyK_Ly-i zWJf+0MVvT6;+22=01yjTqY5|G*K2nMg`{x#Cx!?~s-foIdyBQ1`WtOyumMj_ID-msT!tMCPfv7ZY^%FZ!eslYXm`~m3%$yl=_0ezhxF{L~t=|HSqCUUw-o3lno5Pk0G|Nf&Z+z@NV~r8+ zq|V~NyS=z@0=wY^(!rSv7iPzK)dd|A9_W~ijfuOMdELksH7DcQDi?f5{r1RhjQ&%5 zy+gq!V7@Tx5JR!`VZOho2!9gk>?efbGe|$HMN4X&)W)j|#DNl1P#l}dBEN{QjN)$t z^8+9Eh=no_;K@hD`>%eRmX;QY`kZ%S7J)2ZC_IIC&b(cU$PH_1RtRevK9@|sQ4ghm zeQb$(iD$38?;@;vvzm*}JwrSPWpKD9&3jX{)VNa{bo-uK__e07WdkC>&kRv#wElYR zTMbtB#MR^(k1yj-Luo|9BC0iE(>E2FuYX^ z5NW@W5b%fcY(1*Nn6C-7E05n_q{dRZSxb+0;na>3DLe-7!3RVE?42SZixBP zRw)f=Hbg^Xh7i+YmGhHb4OQtS4u$Bv&a#sv%~(ve@%C1?e)WI68iFL^UpKR-_m>^z zhznf1fqAzd-;aqAKq@~9IEqQ<1G7bEnXWbO{_5VXG%-aT&*yNx7d}ArM#q3oX0pJ9 zTIImQ52JrbJzk-Ur+IxgX@|LRuhWZ4Rvlo3V3?87A|8?_Y=s~P?tQMO@U?A*KgcVmK`b`5{n%;qEhp;X zhuNr*^=1SsOmFxW=kmAfqb_z7*bd(HHa|ja&c6~~GUBMiyohCi%?}r~3Qv+xm$Uw) z2;p9UvZpCkOGIYbvn&MF!e3c$e09W(kp*}U&hXpMzW zKo(gO7mOrc{pWW9Dq~e1ChQya7U_7x{8d+{ite<7=chqvy0>0?yS=Lzqd4rOgMt>I zRY+xL`QnIX)ALFX{mAI(6{~Jfpnjn?KjNY)ovAehv`$NTe@sjYCEeU^M=qC!l;s}& z*9VVM;ebb7$jP5y49(}wn4bVAYkKT zmjc5EUOANZYWw5Myl<-YF>xCHPQuQH$qvm%_4WEO`b>aqfLj*zueeLtHzkXrgPQK3 zP^GGXPdF%IxD@h5tcqNbv~oR{|D$_)ZL7>#d=;3$(Q+Bn!Kf)bf&cq-LV_{6O<|?U zCKeGB-9+J!cHtR=E@tYD)6Y<@(N-hoIT<=cqtU=JNArz3Z(D4U@v1?F?tFl_C$u)8 zq6mv#b`g0!``>CDjib|S5W+kUorb&J-)7y?m}FO7X{ZG=R1q8-Mfk~T3>w;WfA`NX z&tCtH&UxS1!VFvyyk`bbTkOYqT39H=yac17dCCQZO`7ZI@wmUq)g2l>H8#Giy^8)GgbhU3lc`vahGD<{hv%`ReS@xNxXW zhx}J_CogE*ql1&xesAZ@ETb!x+vLa8TnqPkbFRd@Op&SR=wF_(m0pj3c&TV;u$QGL z?pLOkmbg@P7(RlEe4)e8nXQ>;jJ6F{l^=(KVWOE?XW(%g>#`~o6$8hOo9lJSK4q7~ zIc!pnMfnW)QD2WfqJs~&ecHye&lgF_2kCmOTetoA@qv=S<@(q&3ZUBO*9A(&RHe6g zF}(ZoC4_0@cfb?5m@j^Q60&GVEE|-u&wTgs<1V}hets!cK;=!@)ZQ=2E(3E4(_yd5 ztkhM%e`}imGm}trd5*bR!(QFfw zlb0Xx@|#P{jia69kC9W^wHTid3K7o)3ZlcJMT=b1?H3TUOxhMaeArcCltT~i5ex_q z>Cq+H&|7Ju&5=))l~N%l12f&P{ykOrDg5BU0K#(H#J-bi%gg@HnhE2-Z){>|0&kc3g1!)Js`g9D}(`zw*iD@z|?|i#$E` zS#T-K@8jfjJN-KmNb<=rvD zx%c2fw=XyPb|*jV%E&Ol8+oy&;+-+JdPARHS~;JUq@2zy&QL6dZ$5r3YhhvG z%030t!xx6ZZ}wLuc}#f~)h;q

      6{?eU+QJxgD_!5zK|D^*nofRdsc#E<4-4c=1AY z-WTj{F&qzyd|UB{3hWqRdV=fz(qce{6O(LJCFfK)liHXh-#L_$G9s{($??=&k8+TQ zc+sScooCKybd*(IacQ-!ul2dh2g1Ys@Bla#AK#YIq-pGvIFB=ewDJVS)fx4@@Dm7U z1oQO~o*8@=cKTCp3^qzQ(EVlIrmxl2U9hLsinsK6?#i9ca2VC>rXTYU_DNlH?Y5IVv(B&m=JHdlvUy*dNFEecXiz$fZfi#JaetO6X4Lz zEU|h51N7b4^0f8srK1-E$heLlPaOUn#A1g20|vB#lD!Q(t_cmxG(aEPl7p$jf|>bo zq>Dt;vR#iZ9moc2x#f2A=O2fOlO(-2&D;{P`azqUZ{Da(Khcer<@N&C9cpGorSqw& z+pb?9597tM3rXbkodk=wD2w>Flo-_)5tbR1CvNFtpV-uC?2+!kW!KR+#3WzWqe_nS z+OpYFb?efK0yAG{w;A*1^@i8nMP$6?sM%jvS5X{148z(SUDv}An=#Xo3$LtcgKb}~ zQR{bEtsE(d06h2=b-|cNYStlZj^u5a+92wSP7!L0LA>HV?w@|5s%k!msegY7eTMk2 zab7bAt5#H2mQ&tb@%f`aa#3b56+%2U%B(X*RTKix#||3Qfl8IjdlPNn(UQ-C;^=GW zr3i-D%zC=b6?dk5(_Hd}0VGXD=}w(H|B72e^Kye^*uE2hB*n2S6d_QK%^IRf3q<4w zljKkJp705KhBg{l0s_2XY98>_q zVn*M#Y&pyi+u7R}o9gO~A3x<(;X7c3#E&|*2G0)jqP+b49GU^)k&!!Z-=3_s>>1&h zXvj#ig5-ziB+hTIIRPKqCxnH`GQZRTUouJLn@t1=xWzk$gUq(iKApVQoA0hmhl}+B znzSseF2)rZjU79-QxuhG5g_t7UpHs#!v_yo zwmoXPp2X((`w#8`uN2OuyjGH*#F2db_;Ipx5t;Z{$>#!$k<6oYkew&SJQZcNjo)tFB95g~wxHSlBtO^hm7+KjpflUBQ2j@eTRds%8<1pdewVYvto( zDE5X5;oZ|u9)Q@HNH{A#eKJFo_CAA~GkE9ZN!)RTbJ(x!RWpl6R9DiJ%oJj{eacCC z->OOW54J*WsF`)6u3T+w%!q9|mn+{pyMkE2za-OdA%to7F+CBoYt& zj$d9`JCOJOS@y5<@dDG1{_h^gXg16uPl?fCv3pv_N8PuQ*ZVAfYFAdHC}iOsm|)>1 zS9VGwQ8Y3$o@5=Pe`v&+=?vZYQ=Q@ZTj&cDP8N$0y8vzArO9NhhG$)aHVwrV%o$J_|^TBs=95k?>Z zyWrU5loT;4?F<#OMfB9#$a@hA0KC`s)~Lnp}ByDKo#XMoZvL(w2ZBX6*^WS29T^2s>w{>0WB|@-zH{nOTxZ_rol*=Ki zc%cl>?G7AP`Vxw!fShMt>7=O?;{2VlFr$5HW@A`nQ?M&7YpnmRiRUsJ4mUZR;h?CP zMHoYEs;b8G6Z=61&_&&?mSvfrm|Xzd5|mh{KgZVAWaGw-Vyc}UpK5$k>uZj%X@nXx zjqT-aa(;pw?mu|2n-wQR47YMv1Z#n5&7c#r%`pAM(rv#|qhjM6E2~>y6rBDJ^zpi{ ze7$<-LUk8KT7t=6#^0{6RvFB;QGyN@@xU8S*&dJ+AJCa1NX3Wio z?$%(rQ@g~&CU48joyLBc=yPqDLR92j`Ddf2u;!{l$erXB{$z*)EB2dI~zl8NNr(#Gp=KuUrC}SV4}@ z<3Jsqo}>onyMv7mon4u*zCmw+1(^N) zj2t}Y6H1DUd%+bb?6I@ML{48D_YKN4$kToBzRq+J0%BtN0q}MZ>Vo^~b>k*Qja{k4pTtpA)h)eE z4@LbrmFz^u#DlOfZI)L~UwLNlAHETPrJhpF7d; zV|D4!9$mgpELsm1u}|sM(Z3DEx^w4y)wGcPp@Ei=F&JM6h>YwxVZwx?vxeO1BK+rg z$Wh}rjl|*3kuM5Vp^zG&sVOHC5XYERuBz|fGrutjfGyvAYgfR3i#16MlW%*w6qVC({~_+3*Z-Yb#-q#YTl%rAtau^ zaG{&oA4)W_K-KP|t2`HVO+(E*FUF369rsB4bPRH;SJNEpjTvnq&}jg;iI)UEV^8yV zy7~^EwMvRlADr8D*+=D#$t=3=bKt;%utB2zyNm64ExE$4snsKyNUF>`@4IO8W?hb= zN={G>9FPE zwQCJ0c+7yzgumZMIn{?OSo)VxsM@O{s%xiCH;JBmj~wZWXJW9jfs#O^+@QU&v7xY` zftfL0Sx=}Pyy$F48TlI0NZCv6N=M^14+-Rj8?!8KoI?z=DCJGf&3k+wW~p;2HFXl6 zxH%i^4D!lKx~{scxOInez1*l=H}p@x1ITO;9+PeimMxW$l|3aC@fa6QGB(C;q<@IX z6pp|#bXl>U4K+hg_P$r!+t5pw@XwPxA^dQ8p)!i>}6JPF)==n z3jJhGH+f{)Pnb=agwsRfkF{k6I@^nUH~e};@x7cr*H2iRC-4OKU%WV^W~NGt6UvR+MH0V=7Ll@tB)y*}U_qXbKJq8I<8*2^4ZZciF9IH?6We7c(Ib z_t~B~!H%un-uLFL9H^=~WZbxefq^j1mMrsK>h3xVS|zrDIuI*_!guNV{Pgwaz4^5EJvB zW0XSTSNH1IZzjVy6rfX#jW4f$a}uY|y?gd_WjBML&}674HE*&s_Nc2c6E?EI_}zS0 zT#9KWsFYn@A0XZW)XWCMOHzjpUF8Vrov;ze+=`A=C};v)TBhU z^vm+<*T=|b0=P%m_T@RK0P+b^wC8!uRX9F~FXl! z56+L)+s9CbIf3#|wvyil17FLop*o@IF1;_WtXX{j(WAkr~8 z1c|dl!j+J}!B7F{eQ4Ctywu#(hGY=l?|$c}B|#CWy+*?|1u)BYYc& zueOU!A5(Enqw!iV@&7>JJU1^>_I2ZcO9f zmTh{ILyuJkmJn8^skvE|cFD6s`cM8mGOn~m?)T&iw z*BcG?tb4sWa#X`+d3kE+0E(M`*uyHfXEaNTr<}Hak48k|XlvK>wU3ADWIh1Q(oQf) zHXH@a0dO1f$SC?ggO)7ge0A#7$&YeGA}F%+X=&M1JmLHI@8Aw@c2yu$nM?tj=kvH)-7F$}@7`_9r!HN#Y|@F@ zL3fUyJ2y&jCIlBJo)kt$J=?ZxCu)j{iV8{Mf@b>&HId%g$aj~d7e>+_sHG(j%(xBX zqUGD_mAaDe`?jV=`glPg_mYibQhc_l78apb4oMB0`|bML@{T@ueoJg(st}>jH0rOd z-CZKrr_UZDw&2w!+SHYEryzVo?R4tH^xqk`CxFn$ZAWZ!&MI_EhyB_W5;8NTcHiTH zVIEhFLer=Bbq`LRHc2@jPRWYmy)!QRlS3+cO4zK|0b}YBEK21rjfnUioO-Hz7@^X< zei!RZKE{@^rm+J;Nz>`mZ}V5LE?y!VGU4{Q=ATBtoJa8P;Xv-fLw=|8*%CWv?z}(c zpFVZwRp-SSsSuF`w`TbF_xc?H0p&EYn`nHkr6IXv=gt8d8eQoQo7md+0_I79OxfZg zC=f;B5}VvcHnc!Ulmk$5i5K5!&J%RnnH-nL|4iqkWn3sm9Gg8oZ&PW3GIcjp@87(d z3rZUSGN{8*HzjKZR3#GFb;+=4_kSV=pxJ0l>x6Z7!H|b}(RzZwHQ_IQ_V}mbQz6BD zdTXmg;q9h2H~rt)m5W2C1P&Ibp7MwpR)2({iPlL`bxnN&4|%d$P}! zbsxkssA#f2kPJ+j0Jo*@)uburTghi^`Fp~}#t$W&CcLQZsXV4pB@K*!5czbBk_?^9 zLLLy%+UglCFK8fs3fxuzNfj6Wo0qAj!q^u8XF5jgTOKJS5s5?i4%jCk5S@}Uw0Y)pzG{s8y5m>yfVCub&K=X zCTry?pCn{<>D1|{z>RSAv372(MYjUqyKA%?qR4wkY3O`wY`jZ`to^mW z0V7y))wl28xBQm6uh=qU=%`V5;aW5ipVJPgd70jISY#It5FL66!iE5%{0i3o-B2Gf zLI&|fHpaYKKEF5rhNtQzBeN5l+4js%SU#Fs^mFHk&I}z8$oeO)V-&TPv?uWeanSRV z!#9zEP^qr@RksWWFEIt(>7ReZG58LO%BE-`vYfwo(U^+=*zD8cQBi?J$To>yo?fuS zT4naiQ>XZTv%Y%cMqkdBXyvhaCMqf4GG4_HtfG_q{5aIcHvGUQo|wHD1*&E98bzo2 z_Lc*dS_a#mnM$2CH9vgo%zXBUc|`~0D7JJ>{Yl_hYoH0=4EK_ zoZKeEL3Y!oO$jGYLT=xpp=4`o8yFOHD?r7k6WG9R-n?5+pVq~0Xy8jdL5M+Tp&eIg zDowLzZaOS^+{5R;MfF0@!_>mU1kP~9%9S}jnSUDQBbJUzi63SbVK>#n(DvqU{VnW4 zr4)Y0oVc#%&mp2OL@SzlP70P^{8m7bdJkp!|9(@a#f!I5^cjB2b__1k7I{i~oH>!^ z)_=MgqD-U6g!g3W?AwY8(VgPj64WLhFSzMCW-^opmzr%jlQ@`!a%hj;$i@<_Srn=p z^~Hz)BZ1TLr%I5g$7^hEE)5RFrrr-`Hy)TMDsmKBBi-6@52g^J6LwLH1}5fqSvfk% zwxaoK`@aZ?!CDPXYufJ7 z%6&fPE|r&L4U2*HTF)BNqm#7s9li=xnR*u|jmYWjf>5M|45r#nCx8pMi(#2Q5T&&D z2fls(emj?6F{zP{GudrM6pH>QuGIB z&+f+jY#{6+K~X_4VAO=-B}qHd(ADDy!tX}?qzy^n-P+$R2kG1 zZ0@z>i-U&r=v*G4fd$8a$M_84$F_g~DGp#)3FUlS31T> z?@5cMW@eK({(+qsH8KuUHaO1~5LSz+s;RXXt)hDWrTp>!s)`{drV-Ze?kx)|qHlXa=6n5emD_IVen|2)v=bFRUq7_E?+(r?IoQJ zEU$Xs$;nwv&IK#2j%jcjeaLw4=dCHycVk!npU1NO!yc{fC{B9m@aTAEu`K jzdu{8^Z);kwyIp4QZ4aXmT*jrLz+#sFg`okar^%O8oCO~ diff --git a/images/rosen_der_zoom_5x_best.png b/images/rosen_der_zoom_5x_best.png index ead7082ebfc2aa6b17c827ad246f8db6de303b10..690c55f53e2a9a9827594a246c5b513b8ba231b6 100644 GIT binary patch literal 41406 zcmeFZ2UJzrx+c0!Wkf9%DM3+7Fc1|9k_~0pAfV)oNRljBGA6VPpqnHhppw}n$r(yi zL`0OFLCIOknfFcVoO^G-@$Mbn@4eHbdyHlbs|b6qz1CcF{{NTe`ty?Pd4>(l8z>YC z1NFim@)XMIWC~@a>bhU>8|&`9%=q7Go6}Uqb@*~wr+*(mufKjl&4xnRqD%g*h>?so zrcm}#sDGSNyzzXn#ZgnKW^w7~l(5Gpz6U2>u9Fq^yFbR|ZyY6T#JpKmEl{P(I!`u+ z-6SYT!RM;Mvmoki1LL4einKGCm0WA?$=gugtTIc5c+w=UzfZloFrJq665nH zMZ)qcXq~Qg+9mqGdG5z~;H&6VpmfgP-%?)eTdn%{x7V-zpYQ(FWALIrG9u!GnII=0 zUrL1ZWfPOQ`Go}mm+2ogo-Q5p4^Q^<1(%CBjbEb%SStjU8{WNlFTi$}^0`O9z2r0a zcvwInJwkc~rQP$_D=R1-!SD6?{A||;3EM>RXy?UHeGdBB9%1J>c<`KIs&HFUfR5Wt zR6)UkPiy-|*2Mqy*IygfuRoIP9j<8FVhwjC0T4?f?Dv)0`@a)gS#h)gG^-WO4sohk1L}cBte0 z+AXY#g>DOqiJHRr>U+pr@Pw_ayW8a514fg|h(Gi4@;dwaVxwe&$#3l4jlI0RRWdDF z6tk@jva_>eufBU=^7YkS!%xq2tERrcdl)3{oN@ZhnXbORBfPx4>1GY`rge$weYtui zn=$xj&z?0NY0b}BTAb?|7@%Xo=&o~+gNX zq@!qIVNuZ2d~Ko4Z7yNBaLLW@h(gpC=OYQ4+45aw0V?-4?}=|rnmQbk|FbSZBRa#p z>0?RBc?@69Kw|EWJ$n-3@IcKZ2_$v`l; zCR%Q9u%1Syg`ba)4>SL@OA*Z0*4AlP{#sd+sHHJHJRBz<`QZJdUEz-&ZOUEn-Yc2- z>w$AIxFgm!HVO?X1~vK44(#mg4ddk>K79EUcwDK_&2?sa`a@HbhJZ=+mor<$BU*AD zq-jxdVTmR+aa5XelD7FoXp(lmNL$WW_xG>i=eZ?UjTR)j?)cius#+B-7tml<%cSG- zvc6tbz@k|-QaV66Qp#`q)A0(`?k}|o8aOXeM`!1x;~AV9BQJU zzPkaF$)KQa9mV5--WtprVz2xB*I@}EDwP@}>X3-3 zAFEsJ+4te;0jH@J2Rr;T#S{`sGwHa?={j z{DXsoBV8*as1Llnluw@Y`2F|a$qFbB7Ba;z8&eD(N-T^k(48daf1H^ZZqYdCLv@`U zzg!ciL{0>Al9Pu=cK!PG8#Zswa9l77b5$0#AN;avi`Wa<5RoJJo6jLRWkbWL`T2Q% z$5H)>!3Kq)rp!7FP#kU;$Du>#%lx@He`wFwgo-=c4mS%M7#eaMJ$h-6i0!2-S6;{z z;=Y^CO%63?S%v%a>LeZtbCIXnj&@Sd{_)2L%-(_8gw!0By0P&pIZg=)?SYGjI-MRlGTf4DHBI=+VCgEy3J8o>=m_|*|$gFi9 z$&be9%2n3XD3U*4z50sWi_amVWep8#C0=`~y!MDzXP9f;y?ghFn3!f?U!Qu~wWnD8 z3Ek(5JsHLlMA_K>sEU%QdUJOp_te1(oxLTWMt&_0&~~EY7Qc3y9E|<(a{j3y9Cc`QeM5?uQiY{N^CZAIM`KiLCbm7IxCQFusKBd>HW1d=ld$UG*?(RmW zM<}A?mpA5yGP#HHohJA$9`yOSFxA%d$Zm2_jXr{EX!h*lLA};IN9Ccwz`%1opF zoMLBVdpnJ*;T|$JHa>?E!?0z`mTr4=(J3&iPSB{kZf7U3INjlWTB{>Y ziOw}O*2s&q>G<f@uAEqCnLvAa$!rb);4 z?JGLrG#(QvE+kaf+mgF{1%bzn)EiS%Qy=%&&{P z_~@gN!ll-uffvuAj13mJp<8!V9655tzQ;&cF+sg%-TL*VQ&||dH^s#Xjp#atxEsZF zb#>k1@hVB7x`M$Bl9H12fluY-0wVT<*YH<*;r6rnymeTuf)}lunJ7G%vL99 znIQhJsTC5YH5D~AN?*Tz<=b?|vTz}z`~+4-M#I=O)J4?!%0#W)4LP4&64cYBWMySZ zsZw&jem(h|*KXsgrIG43loj#GdcCu8BR{?s(-eElo9;2NMBzqi9ysq+?Y=m+SK7IC zP8cP?k5lDy<#1vVKAB7_U~4>+=#FPTtL_6z4lTF%XUB2Q=~GQk`mox&XIY z${(2D)tGH|-`}ps)yR@gheak}+j}Y4=A-YCaC8m>BO|&_p<9rcV~WJmybY?#wIA(& zkz4L?i&`Y{gW_?XvvCHiN~HSI3K1ZBb?Y zwJgof$j;H2X;vs1iw3%`o(V^SnYhL4GauQW@ho^l_>voyMbDh=B%G~dxi3q9&{{l_q%5M7Zw(>^?6G! zX5H*xK{>2O7)bk6L?p}~e!I}F){oSa+K9Ol(snI<3g`TEce1c&MpC1y;;0XWxaM!KSN&?3;x zo5U?fTIWM%$8zh|ls4V#b)uVJ)zcF&__%|hnb)sh3zm!}PBi*mu8UKB{R-VD3P8fq z(UCE3DZN9R({f9?X;*ppEw8S-?m}_aT_5`^BOlhrtA(R`HLg~ztZ@{

      }z`Jiphq z+Qd%x@(z9@FIMrm@o`&#B8~1cOr5bk1C29R1%oGMdcsVB-5Qg1Z@>56%S#;{9j$Et z>$ZUNq?sR&)~u%q56`=wi#sO@G&y-sezx@Hp-^`3^4_|Va{cz`9QzkwP;`z|mQ7mO z)@O}AKYyB;nW^Lq1eIpqBp4YPY21`y&MfYf<~INHyxmY^P0H^_Mwpt9>AeRKsvB03 zmGx>lfA4{YHg~jaNQ!fF>!G2AkXg%4rr{KWGAa3ju>hC^#lrc~huY3V0tD7d`*XcEJL#UA z`*eoP5Fb_l?1Nq7K7=?}=~TycrA~0HjB^ zFAtN{@i{0XudM7Zu{fWJV)!|RJ(6zCDRtH9gRUENQw_^4 zj2CL?DgnMr9d?AQc(aOk;$YqqvxnRKPU-6E@@*;}7Fd`aND^_I&pLhjG}lZ0R_9#w z>flB2t;;Shc^3~V6xh6oa2YEXqUldn^$}2xYt_b?R5qrY+Wq`~wro-3tigx`D+(E) zjRFdJmqf<3ucv7iHwqM!w6#zjY6!FjWf?$M%iL{aZB2_{QFra_?6f`8!x&I#qvJL= zBt)HT)5BEQL-^S{F3SUhe{Mg7c_{5a`H+d%X!m5=k zF*1%Un(hEIf+e4y3y1S)<@C8+>CtfWzo^|0k;UQMk!4EQ zl9T@G)vM~)dgoC_WdTF0dcTH0)GU5=_Mz=~?`3-3UQzq_O~se=^&=wl0r2Cr^K<-p zv`p4pEpZ$>_I1>Oi=F+Q#WN@1TCDblGG;fRmVpGAC%R#g8^Y@RM7^tJ0H)SYu zYD>LZeDY)~nvTq$fBuOX*?;V9tU`1@TK@(t3CzLo9UbPM_hQMrxVTimI=hh!ABd3> z@HrupjyG=fc6dwHqVC4vgRTwMzxE%K3gAfqIEb@sD=?``44IuAqN8c_k}CnPh-oJ(fqVwz z0LL1`-!M1QFb}zP3N#561^rd(WmeC$NC2I}rOBa>5WZ8ewCGGKaL4<{spDvzwLsA| zu?mM;+?N(i8d4&`efI%q?h&=Wm}@^I4T`6`tb9UUDcWSKZUeFHcn22B)yke?cEvFizO*r~cCKGhr^5y56R+^hy# z@)WEE^r9x+wC;4i;;zV@6WAaSml6ubZ%*J;c<|FDRXFOs3+>Q6+W98Bux-YO0PR}EzG_jtB|zR#3C9t9cfH2>upGl{&nlt zE4~~`AE7eDftpX@z#*TIAD$qxYR8|@_Dd+jkz zGp+j^qZmv3*4=IB%cIpu&h=;5(tODUS=o&K;E)h=e$(1dG2tYI#I)&Nz+xCMOkM`FkS>CvD<2MZUIe?f) zAXUt!weiOiHM6h&=Bc|Iwf`BvG3_hhPB=sfPuz3DMZ%>6c;18RUOhgXRJdqjJ5XEx zV`?h%)7>}CB^#M|ev^}!iMR{_qqw1=0jH=u){G(j_U)T;Pjj!c>X&)mLD!i9RiN*A zyQE(!l=J$0j|N=$w?Mcx@2`$k@K-XUD<^RDS$k|7gB;O2l-Z_?VpuSjkJ9sjlpe~w zo*%D{_JMPcE}5B`6$EFmTCy!%m<%QW15|Xo_6mxHMtl)8zolznUvZbiJqZ*AEcdq+ zF5(Vg`pzn1d!eA9fL&`d#FaY~9P$DUO2td88_i5q!LW0WneE0l64h`~awQj}Z0dst z59AdUtL^62tX(^RDU%xWm5p>BDWMtmd)H}`gMWsrt-mE*Er;fi-ejwiM1>)7|)3H<7Vrabb?}*I#vKTz4#qtyVp3 z4~dT!0ln`q7gzip`fDhI15fO}h26{c)VRC+Z?eJ)y~Xc{%DKh;i=#&d6e_#wuaDU( z+zs-Yl6IaAv<-AWPREMauweskp~c2e=`6*XxmJ#a-rvJYG%MFEUnYgJW-2yAt7b^jsAO-~xt0A(v&6dOA4$cM1y=v|SMsXrflEmd z(nW=>_8M{AkxeH(mGk zy@jEzWo8A7S3h8S$Dl{L57_NK1$u;Qj{58NT2ts{Gn2;yFJ>mk-GVSeST&?kzh5B0 z*kJ9d6_Ddo-g#3tZsr7cGY&MiPU_;>!s|_@*}F#%r9_`8n{mDcw7bdag@UZkm84KP zdOCFeO(@z(U(wA~nDT=OT=Yw$bjP>%f9-E8ER0i(wSLG+2GPTP?Mki_Vq18(IL7%jU;SX9&$@L#zk!>r*IKv@hV7$W+DK=WHPpNNc(ZgLIj zDDgJ!{O~kREj0>lsdHo`3FmE$a-zKO$uJfA$B@@C{SR9~vZX_y?W*8Z*r*Vn{2R7LSgPE22v7 z*t?gvuitqRvhraNW~^R<#01UipIC~6q;1%;B>;jW2#Hdrg%&!v&Bu=)IjSef?JOF) z&!}2teh|VSs(20oG%Hs9(o0MSbPqP;=^x)_(J>hr84c2Pl+jFaab#pHT5G8$VwWUiA;QtSrEoHdU2gf)Vu# z4NW}zaOV+zenlev?l!GY*1f4W+?Xznv-JKPCYeMyF+QxZ(7lkXK!P-(r-CBCE+634 z$hZjBPyozHsEq5vM4c0$LYifp1OYlw+Btgd;X=u~xw$=f_)q~vWd}2}iLmms{EEuT zN}}X|XPOpytPp{~MzAFoabFp4VKsnXBH`_j`&Gb*-$ zBTU~{XqO-B>Qr#`L3{=epn*hHNX&iWVMz4)n!bE=inNDP{rQ6o#a~{Wx^25S z@0dSPt3j4tSACA%z&K0|;vS%%gqht+;?~GGeB=lf;4L+cxLm|k05-&|&}cW^!YZcf zsjIp&9zqCXT(=mZ8r$W>UINOgH9`Z6!S9LeJk*%30N;WA0t?{kT^0 zm7Bn{FUXNV5}f*DqlrD1pqBbRt_>`jotjiI8>e)GU5mj8ue)ORdF@`87tpnc5SP3@ zi7gg)Ji>X z@q>N+af!hRwtbZV#i2?~9xGOLLKcL7#I2t8!Guv2b5RL0ApC-g{^yvt;|>!KATlcIBTOP4_l0z}zJj^oIcFxtNA@GF+|>RrFK@SW09e6A z_=0&=Lli%~NmkBy=ud1%V5dIgOh;SehDy>HS8gUq$A{$D_R((LzHR<_{iaQ68|sL) z3fu1pgya)G|2 zEEV16^iiRiZVUpU`j3p=%0PuAV$V#0@+s%1WcZ4P9-Uuzvq{y~HVwnWxOMA`y>8Q| zfb=u^IyySSiE#`N-j?+I`EI3H`LmTvYa~jb64~yl^W?5eVLIG$Kkr2ktSTu{OMs5IRTcl--v z5x6*#j3&)6Juc9om~@<;m>L_ag1Tzf2n8a|VMIGv>6Bv_O~p5vor~*YWer2$P^oFf zfJ(DPME7@MT!Gc~-P`My#qKS>-1)+Rf-KI!DI?1gO+U?kNPW%f)x9AOtxuuq!GXKN zXbp=R{pE4lm@3h(2Z3!_BdTc8_(J)7Y4pm=bgfwZZX|h#v_FRSoY@fM-X57*X&6nf!A?T_@Fu zdqt`?l={w|o@mqsDd;Igpe7!q-5#(UVxfZk1M$8D$;5J`;th2e?ZA-*HB@0z%Ya>D zA(rHHc!`dK)tQ1Yk4{e3vRLL>6;CZX!FM|Xf=&E8ql(aUGhd=_1k2fT@wkVqefsq2 zEQU4BtbtDnLRE-}oxC515-|=T6%hxJNLP>zEu_TBAYP)aOK$(cW2nj1w{4JPIEQFs zED6CE4-)Nyftmk{G;e-HR@Mo-kyb4^@d;n0La-ZCkW)zEKA46P(5|U85=H>#GKLa` zLU0LH8+sulyk5{e%~ii_N@kA6>l$+%l3s;}Py8&|J3vn=pn+VQRL8s|X3@kD3JFF$ zf`CfYaDpwc$kW{xoMb{oYKGr`C!+Z|Z`K4byFUOcXb~@7yjZy^o+J?fKrxj585S*Z zTO_7Wu2`{xsAr_LVK!EEhcebhb%SXUzZg&=^4YWBw6dDcb1Wsa#Az%5_!WfGs zihIsT!5oD24dyL5N}z41pepdS$>rU@fB$zK7BXbbn=hVoD--u%NrT`IYyJYXbgi4t z+q9B&oSbsB)fOI9@;x*<@FV!Ix^k7`U$)GZSg>xMXJMQ)`i;{3nMlk($KIC}rWd+= z936S~MoQ8rF?GF>fYIRYHEY)R+5Q_b+Oy<2*8}f;w?AxlPX<=QiL9V-SV8;qmT61- z!2?CN&K%gi`~$^h!+vsZ&>ESE*7z^}F35(;MA<S#RSUr^Z% z_yT>OKi7;|#N-DS4+4sh$9!t(?7yCSEV!JAR~eRV+Le(zJ`&UT<(aim>|`*@Is2^1 znePDW++7QYaAGLb((c&6RcZi@*IS;|q%qm}^)QcU5D*Alg3wW9iXNB(p-`Ae0v3st+}1D?n?GAy&Iqu03PffbcEa zx^3%t$$7U=p7B_7ucyD8L&zbM##5YVX24W-0u>^U@TC_o_K`XQKk;>6szKRKc-Tp* z+9PeBjy|ICkTyfP^ap5!Z?doN4kQq?a21uXeug|%XdvE)0K*!hTp>`IG-V_}HSGNM z?Pcz8jx;Puf~aj7cJ125eBAI6LM>qZ4q%JtiIEPX@z6z_KsV5Qw61;l8|GOo#70Pa zArW-%QE&>P>*Ho28|9w_$X|8>843A6{A{p69UD`? z*qF5z!=6Nbs|)~`#A`G%6GNScg>%Q=A^im?2pUis?ky1qtquKs;IU9^a=!y?eXyR3 zjGW58aMz$dB|Urg%q7VNgG2lwm{^=>0eS++Ps_@=MY|6-}G92I!a<-kkS{-xw0peUJr_fYY0Igzi&uNLCrWgSg0B-IDNSPa5U1!AI zrvIxr$>C~N)J|ifppy=X5*>%Il?ZH8gpQ)27OIp5@YW^k7PC=FH%E0Nz8)N8e5BfA zMkc0ccyPol=L=pMS&IHm#5M-tT@kY1#88t8DmgUXYTqLY#5^MwxS$?P30W+s0DQqP zJ%HJQd7|MJ9Ti116=40E+gl`J@TsO)Kg>8DDD^K4%=!Y_|6Qaq3~v51Xh$u;0Z8iy zU?Ed`2+{~5U+FpTVSUDcjKKUS`J(C^J5zF3oWB2g2<}M9KmoKx6zA=%42p2m^bp18EBZQhIyJUT8m=BxNY0j z8pGc_u~H}AvshjOATnu8i!FC_o*euN{7&cu-5yg)+QYBSv^D1K+dpvg<*-(t+D?e~ zHf1IWS~SNvj&&1$QMX4ACKMsZtnTwxunn5y@-btWg{_Hv7lENC;sYFwD$b<5SEO-I zwYeA8s1ntJje%9HzH%oB8QL)@pEN|@*Bfd^Pe(!`HGvSKthX@YzElO?m}cE2MSpR) z0$g`Fwgqh?W3>yCV#}}&tW0%{YE!1A3T`DyBw-$uH8nNGb)$}vwz6?2S8^K2`X@uy z3zaCO0;aWG(no`gklw=0s)b)A;J)Z0J$L`t1H_04wjwvGnH5Qc!@5{8PuP^8MPKM4 z2}2r5Xi48-r;>yR?g(ZPjL`G}uT+y74oqHSlsx4jKw?4N_Y)B8v$L}58AJePAM*R> ze|ZBL%Y>}(p->^nKEXfw4Os+CeA)A8iM7Ii=O@bM6rUiZL0B?zm|?pmc#&EJGN}k9 zpe8Og?>Yx>{6`yfB7!yHJrS`b()H`Bvxu^N1%okHz9SPVrUqx8WTj-x6B853G#V_3 zrYYvw8gr{A7n#_p0~Qi$PqL*7q&W6N-fllD2vcr8JHXk-TZ`l{kI zy9AI{NQf6sojPTI`xcZL#@HyZ5LE)v;Z4#>)gsg#fV&H-V}w-%oihXTH5zx5DBa4Z z?z1hxrLwO`&Eyy`Omzr@vr9s!glo7j&P2;xu}KJXUsMC1mj^9|3}g_MYdLUC@ULHddr*izW zku2~@6?Jv>f)&cGzts&J+a^Fn-w_)H?}kJTtFYEcy0y3W8d@D4<_MXdm>SwKRzz!x zpl&C^Kg?u8f6!eIAmIg8kF4(58H;wU>Y#^bPEC!}zt%%n;5}ND)9M`PAcJ929=g4D zORf9ToKAvPuCkoi&pWs=DTJa!s8gNAA*5&|st4HKsc|n~ydcp*a%hbOt#i<2LXsCt z!aoBvnWPvmU%tGi_WD0aIuu+YC<8&+g4M^lFD-6Zx9-WqhYy#@oNtZT;o%w5M~keW z$6R^?u5o}W7{>1)?nnC33L>5v5zR9~M)o2W(+;$~@FvU7=@?mkZLe90+~HNMHHS11_0 z==$k%>*~@I89We`z+7vQ+b|FF-EMx`>h7I8JF-Sg%F3ikB=~1XiQV)M-QbS13p?JJ zg0#ng4iXJ=2PDo13<|7g$xdq;Zz{B;MBRARpkz6KA!+`N?IzT%Qq+YiK)EPQHfXD#0KiW^_24_kW z?-u4^G?bCQQkdy%X+Rkey`fhuD8?*0j=jKS6f7Amzm3-L0q_s}wgwB<*k*p@lMxvN z_J@>>hjr1eYfxhR{QM&4MhbO6twLJdAUeMmaTqq6aa-1;F^&6xg#0Ig-^J$!Q<2E? z790Iwry~iq6)AM0a@Mq-E-fwfm&x3CfRj@isi#O8XM6h$fXYKiNH%Pw=H$fA5i$GI zr;EWhqmvyUH(HFM-j*2pjJ^5T^v5D12=?AWrnS&eWQLL$vO!do+w~lvs8l8~6aZBV z*bl0fMIY4m#lEK8?c_<(Si?gO>Q#0ka5vVprw-xLW z#o`(6&=InN)SZ$`B`n^fX_fPp6`QYofBR<+Qldn+#fm4)1r`IjF;JExfsy*_bljCt zcDQ=T-2uR@YRT?|WCNpBnb~LAMiN3V6ThK)np8zSCS*Q2`6$UCfs@S+rdHUt7p)-50nvLR|5N*31vIfq_S1sf+#zjRw}SRw&t$uT)e z5O3-_7d*Ke0mp|dYqcsL4AR}S$=ujZlUthgz@J=W)li}008;$8HIz}O(y(piCA50R{zalB|Gis)q+2Gw zKji(0m@sZj9eN~5G1iM$pol@Xt{F%wMCM3;Y`Q(2Y#JdMd9-Y@zXFkuNObOwM4ACt>lO)cA%{bKA_S;*0kr6|SF-7<{PCcDtS^K#j%(rV&qHOmx3pDx! zEG80mN<}j~ya3u7Z#m^cf2hV}X_)Q)@cfZ20_OFK0Ez5c8>EV!>_0OOT5uSltZlcx zO{&y~=~AwXiXz_qzJi5!sTOX##*cfC+m|B3sC5l@QiG1$Z(bVWW&7L7|98O(DUBdO zv!IcvCa(m#KYZG6~H^$70mhFbB9<~DMfCy8r(nUil56d8n5y~H-yf1vy^~j)3k2D&uktK9 zhQZAqOvru|2^Bk_!|1a7g}By`J^Te>7Kx93I6z1@g73=h*~ri*-%+6{W|*mwQz7Oi3Itmz0(%^JAFIO8 zZ=qI_9R}u@+@v3QZrN*5GesOnAQlvY8+uHCf7Yedt5rAaBWO>q20N<~8iVeJ&nk|op5!?*Mp5K{8tGh=!%iJ zRux(|3GC43Ym=Iil6L*uX<&--ZL(dD)e2l@SeUmjzvD$#@>>5@*>IvXwY1C|Tbi4> zO2&Kw109QdynZ`&8i~I;(2s=4v{})K3zcY0+&Vfs^bBNG=s>G$LYE^oC*2@iFtV_i z*7*DTE1#}uSKeP_y$@Pcj>}Anj5B0{t{YZiqTqI9Zvmkq1jQUTY@IoqaGr*;eQoOX z`$8~{CA&FFQNo)FHk@0Dp{4Fy7|-B+;oIWYWv;}f#ex*Hl#I$gKe3;R)gk{nlm*Or z{q}>sWK<)lK7(G_(1lpyqDg3$jf!0}?xwpbS-VEv&Jkttupn-;fkbf6oqONLyq5AH81f4oYBgkB@HM@(E_wF_>>?U}vyr#gPeuDHmdF7r z85&pxkr-W0Y-6gdk=t}pTAE}bIlZf>Xgp1r|j0y@XwZ#N;S+EuX*jcfCoxM=86B_=+N_ z+30f<0LL+;6~S{MnmjI9ZI-kf%e0tj84bZB*qW;=pwBQ1q+SX>v$OA<+yY>9K5GpGA$ zlOaOz3lsOYW5;75vQkOxlEiwM>-rhKvVg3@>A#_j-eXcRjF_rW)^o;=&KBC&R z-soVUE6D=q&cY>v=uUQgs6B@6jqBu>_F$(%8-`k1g-}5}8a;?2ky*ZC1Z{nW|2_c^ z0o1^b{{A@BHWToqnMpO&$eIW7V#G0lCpiI4pxfC3CC@K7SfkeoQF2n#F!y%M?p{8I z$9Mg|H@D&^k6Zs9d?H(D$yd?K|MT7dW@9kzj{Wk_0}S#d7weAhd+4z>hKqya=BsD- z-vm?_(B@{9E?>BK`rXBH1y-+i`3D-t*GjtRhBvm|eQ^7gA%_kV-`JIF2eZ0viT=s8 z{|v{cO`BZY+^6+Su3pv;WO0$$yM?u*Cnss3pl#~9@bSFvf<&T??g%0gNQ%el?aR~V z(zU0dyUDHOWnU~=(hPVqJz!v`XH{CEYxeYWz{dW`=MHG%k%l`#XIK60NSRD`%MO}Wbf zi}5*)_wI%SJp<7e)_;SMUk6I1{{gQPzw_q(I1L043U{{?Jx8{!z;z7Nu)9oW(b~KX zda(f@UjyRPB*x(D=a-NXg<#JysDn2`G9+AQ<69mRi__)Y%J`KtRbh+101-VwrirEC z&OU6Yl~M?ZAIHW^v6)UE`fgF(H+P`Sup?Z20X9614fgW|K!xL1-`=0^S1F7en(NrR zbYf{jXUPxOy4$hysU!Bhsc5JGhuA=_PrNNkQW>f?{#$o`xU+tHC5(#aZnJ&q=HQ8+ zfshgR@co3Xmg#!f7pB6Z%}#|)b^J<^M>8~iwG@4-xihMzg0}Wz-~fl8lv>txT|llp zPX}_?+Lg=E)zu{oTxL@)P}d3cT9IC- z9gOncjoVs=&Q~|>f_GEG?ujRFh)7A{!)0l|B+nj5FHwn%i|e=X*77sYY!SrviAy0F z$W<8xXxW##&zHEzC%>L66zO?xQ;BvdVvbGYpAf99%OVi|f`p@93hri&u}1QhQ{qa+ zp1&7yJRuM@C&%gTWL#WaW5!-mwNDPQP(h}Y;NJ5hm6 z>rY&#S~4@_pmamM>VIU4T;D<2=g)vFyF6JeE+DG|;1&X_HUi^kH!B+~$PKP-HIz;3 z1c#Qz`;Z0DWVy1(`on$1;P3R ztfkUmga=yKg?>;^1Xjz2MPh^TOq^tfLj4(g@g&pzx67W`f9U!3H_=QCI6yLM0}1N? zPiQIsqE29{+P21Qki@+5X8Y-ZLYCS@GK9WCY6k*gF(Z|@Jc{7@mGKqdFp)p*acF*u zdBzJ@MIPl>x#tGTVw{Ny8af;i4H(lvCRHVMjeWpyu8jr8&X>}fv zAyQYSW!v~jnum%HDiscTbNV~R?`CN4F zyhr*kSSC+N$w#Q_(~7mbpOAHsu|#8+9?flA;K^*ZmL{(Ng0*}hMQ*X+o|W+eKjz0O zlD;Y^f&qMdd5<*+=#)PxZ}g*6JaGW7RCQ^st1D{cS}|Cg&?FL1YH0hz;_a#f^}zR| zb8Sl!*h%*pp~Qg}Z1Bdkp&d%DeY3^w$8DE|0i7gQEe=2HAAhawd2xI5$6wFyehOyQ zQ!dmNU$SBO4BS@6r(eh9jz-Z)6#l#FYt&NdB36 z=Q=k^|8cDx+gMju$UqS=f3w?fZKSaoh1e;(O{Rv`s5s)Kl;G8JR}$_b5Pn)|Ps5v$jI-H1*M7~7*md#&3}1~!eh9nx>;&!HafJhePf1rO3fhhjzP(xGFci>o zbc-M;Q9Uee)8{aGXlw{T%{0~(_~Q>bp>#5u^;zqaYb#N@f{>E4yE{o)dD zDT3USm?wA?MqI$M*QcY8Tb7K1)?F#hTaJ96#Mm>4!n|aaXEa&lPN?o8ClOV)?Tx^X z)UX9Ea;|6~{wN$m*y4Q!yMqJw*w^nTD?V0H3LzU1q9L)dPsaoKjpaj;u0`IJU8v2) z#x;NpPx9q$R}yZ*ZR*VG@G8Sz%P>6fqUXHi>}AqaD+|yC)HX{@w>RShW+az-mLg8A z+LBA|tqUtoRZ&|zRL@KJV99Qqi|9e41bHB6Sq{VT2^+HSGWIC0q|*Q*QN>kAy-5B^ zM)06akUo%1sl?o%LR%z$O)*P}Hzlgge?RD~t%UFvJmS(Lif&^{7Sy588^2TeEL-#D zn+g{+&>fX4{=Tox%(V_HSW*!#6vhg+l!}xmg;c2Z#sL8V0V)lP-VlyEfdy_qAL>-w zET0hz?}}RW-y~da5M2vTu;GA^{y|y8T&ZW8OmzUb)X+F`%JuxJr?YnAAsT-^ckB-2 zT&+@u25;{O@l5c#61leEoj8&z1RcRPmoX*QFw`1mA&a~f%ey1$$Jb#=;o&Y%F>2Q% zOVIg7+m;sEp!-(*l1QYSD^?hGcEd{^KBL%{{lzjRYBSE#r9%C-vsgQffAN5vb?KFkh(J7?g~V> zKs=F&gM&k!!%z7{D^AZT=I`?-YY=Ng7*Ve=y3PUzii);z81m0tSnI1)$WzCX`?g|U zD9DKm6fO)|+PqnRC<5k0!_|k}{kd%TyN8Sy#gtnN$@Q5`_qj|>tfmPqa`d8u^i!@( z$;aj@0}8N{E~naotPx5uKgN9evqOOo0l~PGf4&-PC;i9mz4QB^>FG{lXW=Gh{=-;X z<{!(-RC?=@bPAnfuxSjVPR<&R;wK+Di9q;I5{R13OU>P2I*q@2q#wXvk<}`N-)QsK z8m52zdg2d{^qrwDqotenN{9j3sk!0-Rk*s+lt1Ux>rLnhm6(>ZJgX>I@^ioSv5fXi zEortHP$)W=Ldo&&Z6>hD8X@>7B+e(Wd#y-BVECQYuBpl_w$itChYX`LL?dkmKBt$g zwcq>fW-dc~(kR7)cPp7-c{i+JD?Gy(L_kGru*e-!p5?iNVNrS!ZM z1JA)@Y-bAldzdL#ipgpOz^GZAk`Zc2`{=ez3_U93a2eQ?kubZQox9?Lezp-Rr>pC- zxSL!$#&ZXk1zw4MP_$We@Cj~a9%MLU#GHl(|!2&hLj&Q-Kxchfm5ckS6b}?`&9Q%HWD-Qvo5aKbLeZ z58h4x8BZOsInfv4Q;A$l#dtKtx`HxNwd-RXnch@#GIlc9|e?7;%$;Kca$4YFzUd(`}dR0KG3dL4T>-2x4d~g=amRIy{VLs#x zWeDYitx(-3YSEnah((Bp6o1&vDs#T|cbT-GLA{c^x7+%HMc&W%1m_C>e7pU)+x)bh zbs;{P5_Zl*X`lOSRTv+BM|i_bshk_FN>-HHTYOR#ezGqz$w~HuAZvu10psi;(ABzD z&8Q1mV>vt%0?&8596jRgKHuSj+A$NhG!y31#i^s#C5*k2fnkf|(ZVp2ZOXVa_3?uJW4sp}J7hDyE;`?;O~764`6xI2lC zSIw&9hb~zmZtq&{!v>-!i_W4HZI1lIt`pbWnd``eFO_V4HW-E=(TmVH-7~*}$DoZW zXldo2c2-hS8u~eL3?HK@u{id83^+ogFXbHGG@YkBdF3rCQ7TNtT7|P_>p-tBfG4Zu za9QF!sWjN;@d2;tqCIfo|Lp`Z;K%`bW2>?_e9y}vlVs{rD`ABxc?|&wM9GE(VJW|< z2c#229(O@=f(!}4kN;sHI^k*8IaT&r(zEJEH^0_fkF5Z(d+pX z=;J(`jVH(9nNQi+LvLMu`Fte8>!z9&u%kl&X}h3eB${*jNf82*QZCq}k2|<1mPz!H zp+V3AwDV^m?A>5Pp#;4Q{StwghYZu40< z8$2OZzmzrz%0E+X>E;82wWqFd(GE9R@NG1yG}E`XUtz>&>sfz2%VdD9ov|@7A23Tp z0nYXj=wVK}9^;#El8;27V3(koszuf}Pvp;{(C!Ew#r_@n=n?D&CDfrVl#@#85tJJP zc(>^*lxbv%k|#0{W=X)T9ORefrb?>G>@1-ll8 zGB~vyc~_T5$no> z=9S0A2XY_DrC(JgEV8#1bns(8}^{Tx|u7XJBu%@%i zm8qM%vYLvP$wRF$uFg#Vm*GiokGL*B?&JF2`*+ROyqwTvM7fgm#{+1PD*u;BssAG0 z`+rk_6LiVIvD}7)6@}tdP^S8qg}J?Sc>lRTa3j}%6nRAIO9|{HFeUjZ-d+^_40;OB zE=MXy9A|&7FI#DDaDK1@OQFWxY@9>lN2TnzNxSHN*}k+a1y|pUTeXihdT8GQ)`8-v zasppW??5GsjY+&vH7rvVuar8=bI82%pmz$%JRT#pM3D$L zOb9Y~n4tk=$Kv-yfjuCQbkQ!1h#yrjW{PyPn35Rk>R}6}9|QyG%S;xL52f65+d^>AqT#JIO3?zw@Tj zFG-sddg5>@f^Pq-&WJS62`x%dBe`q1#r?UD7zgWg3)5nZpQ7MYI~?Jx0k$$ruTlPc zM2vnfS}CZG^fgQ`vx`}dISA%xsueZ*|-iUqm zL@p7HG9I~w`d$Ik8ZM2r7Lbhk7{#cR0%;8B^r!!~_ZV-c{O8`r_l;e3yo)04fpY-_ ziDOo-Vi?G!sJ6Y&Kf%+X%^biMI6eDzu-ZP_)}keQa=K`E)$!|@Hz$->@!B6pR;!wg z{y*0Q2>5EJiIzcT-4>bv4OS4(Qd>3!s zq${*m>!KBF_3;d}aw2ONE>0w6cL$k{5;ll##rb^h?RL3OIJS0l0xoA@IEo-03q8mPpXWGQdPqgs9;q9IH>C*3!zMg-DmMH*0i-iTPJX5)$xW$g z3g>qbPVOimMKm;DDh;`P38LnVL2~W}fRD2o20ZJ=X=v7E5SELt0FFbt;!1BludLU-NxYWGvef~+a~fKz<7#+_rbt%ag3esx zFmsuCYPlel1_jUEWSKFgv%^ckK9&Q3b`^NaoMQ9>cDl>bAY<$K={Z9R#S=ZE6gd)( z+T&4V1SR>fwd6X;VVXb=tEleFyz%q97!(P5{(Ea8+tc(xQ0B*jNmo~u#?2OnHk^tD z1?eO%BLS-!3kz{vKK!Npxa+RIGV0v>muDiM#EpFB2|I(|^dF z@c~=apXn@)2Fzeyo6aHZDu~DETm*<6c(kNKBnAjZ{&4)nHE<$1xkTgiP)c5_d~k{4mfAO&2Xy*S=vbM6x(cHZlcSL} z%|`G+0Xi)-quT7x-frXJgLr;p1K9W|%nVV$Ywg7`$))3jBNDBz(Txx@oQdD6%_sJe zDnz`>u%-DPaNbYIN-xDu9Y<7~z}!8q_O*}y*0JBzq-$a=rPL^E)GSLdmkzItzeNx& zPfqVELa3ntH9$ukBhoLHV8W2X-)ewJ2ML;DgPI`{QQ6--S>)B!0+BQ)ARZF2bVvaq z*dS28NP+M|&yYbN#ir3Xy6YonQhe3OlQWx3xigz-!4^43@EHUga{AnOLL{A#J>rx|PKbcs${myo&1;kZ3O_A-;@cfL zUMI#NmuzaIOJsQuYhhvA_zkOQcl9&+oFRV{b9hg~tw z`bkATf}SNhn0$t8t|YY(8u(Ja^3<|7bP(>d4M0Q>`e`}TJ?mlyp@_UZF_L2-YHN)b z9=WCFb>jPdB7n8cwNCL_cYYwe6v9wBw)R7xLI@y$R5XweBC?SJVt@+W*H*Z+p(h{S zt__5P9#Tx80z88W!vjt5Dipm!*%9Y6vt@eju_N22Zyl|xzw}8!aEHxfhIg8JXO7if z=>Xe)BDv5fw@cE^B{8QzZoc!7WT|m(l_E@Qi{uBNXu|m`K>scaFEdw1~ z2Yj5Es{e?7$g?OakVFo}xgR500alodjc%k@$U&@ojuZ$HNcbSAHKV;QyH1dCiO@aJ zHI`hEKR*{Rkh{8I-+yzeH7AAgU22lzi%n@v6`1yHu<7;dNkVd@2 zq=^LJi8};LS_Y?)#zsVQQi*+JMUIew#n4=Wr7I`CBQci$tGV-z>-m5G{af~ykt8Bf zk_ai0nNe1#B&n2M9-*ZmhSUaX2wu8qly2PP^9lnT|o3WR

      MQ#O;Tkn|v z9}I6CTARP#|2Kec-1fQ$#x+f4_O9=pNo`6|I?&jI$jDY6PCF zAEdm|#rkMX!HtQdZdT__%s)K)yX(1>xmE+l{GUs6{79iefLso%SKm`Jl{8&EpYkh7 zpB^<+mRv5d2_Dt5{C#u0NDIYDk2WJEvqm2MK;5TN?#Ic#-4ervFT=&oY#S%cPaU%c zds8xAR3<@sg^i9_!DX;e2C$fRZ^9^Rl=M-9m`u1%m%=|N7@Q6GD!<{I{L|pV*`8mB2<|chd0rp$QZM+4y5Ec|${Z(p$RfCwz@Q`y8@GDO+aw z`a`HMMyFB*RRd`k)*?k&FS36G$%WSku=7MJCosd;*GYDkZ@e}1&HAeWqXYnv*6u^c zi&EuemYAW22~=NT@^q&-;<&O3qnm!Z&RaL63J{*8EnB2gBD7>Hw-Pe|wmcjjRmwI; z%CTV!X=;>_>L;k*ILAKB_Jm8x0Mrp0i@icmlG+bZH# zmn>RzNW@uKQKxP?U(URq9Cd1o0atvOw|-}Qnn4ggRI3OQ|FBN>iAY8Z%^l}MGT*wp zO@v($|BvfzvlEP>2ovOEkHK#(qAX!N7P?g(Zfq=@@)REXIa^Q&aRkm?-=HK(Yx!Xr zoO!SQ3av3pIEBclxJrxdD+nOS@~;(L(q>H;+Qjuisv}0^frjb~&PR-M9Hr8En%nB! z>0KAW&U3CufJgibUIQtv_%_$qKc0$xNJTJ?F3+cyE%k+6jRu?y`sBEw?y&Jc09TNQ z6R5nZd8QjYzM2+dntMWY+}3V`F;Dpwut_KngxHL`{yJ&37Bq%DT~>+ltyCsk#;qKn za?~Kvoe$L?cQf^RYD1DrlbObYm$ss_4o%mH6_-TeAlS+YsQ>a{WKL~;t}j@S>Y8|W zT?*_Kp;`*N7hZL}G_t$0N#7IH@Q3^9Y_(XX`*4~G+6sTdDr&t>u(F8Ab*Bvy_Pa}_x!;5Z&wcZ zTjuU_G&opUAFg>Z*sEYbmM&Yb*zEM`UR7P&{$~X9Z_vS^d6ODUY9&0=( zy?8a}A))8ky>1iL;Bp?*HRK49@QKf6BgqS6k$euZ3H*1C3$>#lE`v(pr);jjwD!AZ zmv6Vv{_gAgvSNAD8;xOY!>oCM%fQ|3+_s`H$9V1~w3= z1d_+oLjNPwFsBK=^(sxBH-LjUeM>B?Dph9F+f(eF9|HgybK&g*88 znO%nw7CHj)7OM}3H7YGNcbG}pbBe~#G8AYzbo~Y?(V+8`W;I8|XZg)dsdWF;v5ZcU zH7NQ1{Mva9r#0SUR@8Qa^wfRp=bCFON z3EGnvQIyqh?WsewB}@{EHljmm_VM}V91TIGWTg)6y2*zWTDXkN-aqASV=Nraxb-hb zi`FPKUM63b5;i%oA`$)EB7b#!wL16{o)=jtM+G13%41(~U`N}qcii__EF~sE7qbfV ziGuviVb>~6Cz=`s*)wow@ooXu-C|e#qj|vqh2Y|_l0aoJu?;3g(aD~Yvi%0fo_Od& zz@v0*`>x!$^_OsgutahrcqgPbIqG*RgTNv_i=0TA6S}9EqPw?pyWS$_tozU!V z5lkB!LO%%gQWW*~I(E5Gh5T!TIHr~@R^ukO>XS|^XS+RFR05^f@)kT|TUJ9a4%Pph z6M7QR<24EK@b!@m#mPURo2duFg&EkwP8g zs00RwlIfJ7-@s88Vwo+(uJWK?0@%DFexJg|22`I)PFR9ei`^$QRU(?gEl;FfW!86* zZ|tgAZ$(4115jjY+%q>6VZw7uTv3qw<7DHe8PVWF;(!;xD;+hTNQ<7b*^DM$V&S}6 zb8qas)mm1j(!ni6*L3gv(fQ`8 z(Nt{?7;hj{rH>xjx2&AN_n_xd1T)P-BXUd_gW;_*;#3rY8$2%urP|SWx0+bNto}oW zCtnzvX0}7Tuv2Je6Hi{80y1{1^2(zvr~y`^oD%ztWBWFJ)3ElpBxDaq6NH`24_jzJb-2z0+jzSI*6MM;k9!e1s8Y|aMiPe1oKN}|e z&A_tDkrs(MSxIO~fPYU49X%&TMN6-{?Gn&eHJ0>E&B7-|EJ`(tq?_BnGp=eZ9n%+f zEf(Enf=b5f<;q=oAtl>L`6sGCAzI_NqzZBJ1o90bBQ5y;D{*q-!IW>KL3Gcn{7 z6G$_zl82YEOy3uWwN42+wrSp-#tXsj*YC?LUqwNcL&13nf#6v8zxNb`fcO(UlZZAN^fh z8jAj@-$ceIq##$wz0XsaBz_dkhzL59jcHQ z3qwJAQl#hmEQ98qo-{$!#TKMWLTC4CrT2g>?9(U)03}vmWDAN9|Jyq5O*I1e6eGR_ zt03gzG)acCiZ-O(@t$wgalADVRDA$FA(8AIz>~!nZr{FbM3#^0PW>AZD-z{H-1Q%X z^10$^lv8M4a12C57>?G!MCZfaUIv8y5uw`(mPOjfCtv?f;uK8HV~WAhs&eArNMjR| zg1`x&6$V0yT+VmKCVywCS?VAfnM+ssv`{m#@}84LuXqz2kcXDX0A-)LxE!j*a=3)y zIBD4Ka}#MXXXs~v$rly2i&ZY@QF2m&lw5q;3V3;gM}oU`xh28XRdLW9u;5v`gO4-4eIB9 zlS&5*IN>?V$D|?Awr-NyQZ$zd&pEr6+mUM!Z7*IUP9G(-8l9k~33U@DQsoUrEpF?O zsty-PXrw@d63awi!a5F8btK^qkr)_U$~&>_##fh1!Y?C|7kN}@i!g=WTn=re{*8bh zNhuk;9mol6ds(@_t#R#)@KaZ1k6#@}amqcZzT;$z6xKx4-6;#~n;9wd<7V`wYu$@e zCw3V|baTi&x*fLwsDbwI)m)1I1A zaxUE$t@rRe)4OeC&g1IlbeHafZ08kB|6S)cx#5-eCo;C~e@->Lbv#`ip)zVz6!lIn zO&G(+k3UAAlIVIYsRJ-sv}%$cF!U1v=n3f6LFXH>e8i)Xim}7JC|4Pz6^S* zNftAdo@412|AZ+AW?Lnsp8DFhcU)Xt0wX$Btyv=#owR4V-sP)T_jr4IhnNXl3)^vW z=$=N4sBTy}hk7 zhk~a`>`XH=IeK3+%IfRt29FpKTQKGa-9fXk!Mj;8eUeeKg^Ovrn|@HnL*vZM%*$7< zcrJ*V0Y@a=t5<7BM@L3ev{60UskXLOdwZoUHMsbGjDUOcbca!k?k610dwZOCp((MV zYXABB_g=F&uid*_HPbdWBhJL{LKGj~ymhM{zcKnjI|D6()3HwIfML1Cp~(woqTt5M2#sAkE!-LkEVl5M+^?%6{r(6ljfs zr$qV#F=B?bwW9b5{1|`rlU&9qweo#(|MBC;8>;liU#2xLUU^n#R>PpMGF+Fsb6IRy z$*^I=T)V}s9oWYnm!JzZ^;6{RK~!4ana(vZxC<2|-MjZ*%Kr5G_uJBdoc8MKS`8F= z%;hV_`1cD2d%&~@=;D_gJ-Y`rw-;ByaEgAC;*TF&ySTWBXUD!PnV3}R5F8rXHDJ~r z5{)4^L|n7P-TO;k)B)Rguuebh4M=+0PtDKzgJBTHTz)zc+qZAuynXvD?)+k0-2I|E zetw?D_3HO#PbS(;>XQY;yX2MJs_<=Br~KpMP>A(&3<3 zqct`AboDduZjZGA^FO@Lo*hCec7R_Ho|Gida2c6~K5}yVu@lU-HI6@UG&D4TAR4tj z>7~N#?#r6uojs#(vk_6(%5qrWr3EU0jLFmIvU`i0wvJATJME1#9g4}1hG=L=Q^;o^ zhIkgcbQGyV2fP^Wk}l~*eE}_GGxQ9#t&^Iptu2ckw)U3N4wAHo4?Deo|NiFAU)BNZ zd}hs>)uCIrOkk$XG%Q9ro_T30dU<}*!9Pe{y&K8FY&vjqnG+~0E9+CgKL4Y+`hpSq zi$n85J9p|d8k%S*cM#u_uE;waA=HJ z<-)J>XVHB#H@D^=nPy~zAHIF-deoq8oJnV(dPYVYsMjeg?d_T<%nsGvIGS!$BXgWV-&Ff>9+ zw>CW98yPRw0PTPc_99s9Os#-lb;xc2WM9t~EdHi)RncdcE?P8L#@{wSrVr*TY9%^j z#`N6r{cSpNRbq7CWX_y90aZOki0@@udCPfm*Cmvep|%PU(`C-^XVVEx;h(lko+2U}=O*kD`u7GjG!gc-V9FP7$r zIZfe(757y%zN_SS?|!LS`9LRvZ)-8e$zkPC=C8Eb!C@LqxQg9~2mbr^wH+rHaPw@` z;tM@`^zgv9#bN34=5DwlG8UqTe#cDK7EUIT5hF&-JEbkn?(v*;R>X3DfB(%GsLE+| z;3u$qIDjQydUke4gaP--X7AtX5?z@_b=e<}C3VbT{fPD-QGznhNr~iam~}pJ)WX6- z8ym;C*L$mOJ!Rh&6cj{ssD_6-V-kDcU~kpFX>M+l0fPJ)N&wR@Bk8*-e$&_G7h8E8 zKi&`9KZ%irt(5V$5XSI|t4Bv66)iviu~ld|#W6 za(T1C+FA<#H%S`MuP=3K+TFWSsAr}^Fl@%Kjr`rO^R_xEi{_Kt93A(BhYuD{d;k7U zvT|}vplHp)vOaS1?R#fu=ZK^v^J_=9bYV1R1apP#vdon3EEpyVl9qEmc`}7#7_~gYfeoM@3AZKtNR`jBw38mWOJ2@{?eOr za{S;aQxs%mWSG1#g0#KW?Af#Dg^X@RDLWIfLMx*JgS_&s9XfZOfswDaCAP2~a0DyS zN#}+Lxg~Fh=m)(F=IK#(ghxkrn7Uf3vqwlPMaxHQba8g;6+UvCys|PiU3XfodDAN| zV6Ptua>J4>TAq37r(BgX>iTWh=H7FsO=~3CYW~J+rGvj?-c=HLqT&$to;H+SoK!QXPL*H=yBXg*SBefOS?A7@v(` zE->>3J8Mszh%vA%Wu?b~1Klwzv$D1AFl5M(+(p4l4Gz2i_`2ha@0^VJ| zkwo8qrlp}V*fqKKzqJ6Xc8E=VY#7r-pxb6MHaAq5@}|E|l8Xe;q4Uo(d1!AjeIvK{t| zA(NcOV34$%al}f>%AAn{zU0UDWvo??e*K2O{uvyabf$xJIHcaQikgTg`~Cg(^z}Ou zI9qe;A;*t@pxjIB>BD@Nn^?GfvA=cu_VjSWVu}Mv%qB;F%jC_)65g2~gYqP&ddEKn`#Hn`%>{fw z+BXBZPftUPNwmiK>o5AgRz}T%RUJN(FtlmgHa#=59kE}mhy@F}k%UN$67{(@65?26 z(|5VK(nJKsX40S!Sd+{27^IjG;OQwPIjYfFf_2K|GpZ05~q2|A-GFIm=B828Ff+^&X8Tp(rrN|F=n`Xlm| zq`x8p<=%2!%iy+R3X0hr0kXrxO=3k3%n9LL&~#Wy|80^))m{Z-_%qyaNg}7|J+QTQ zbLY-wdUjv2al*oRb*(F-b#h&WDj>?JSgWvuW;HbpCxy=0;);%Ob=>-Kcgh$17 z4`cT3-Rt4AxuRgC!^&<(!;ZbM)8y&5CllG};_{K+6vai@)$YYrQl)n%ky)=wq*OW; z8hYPgb5*VUfB}mZFIL<*?%@V|;?iaIIdo(Hsh@uI!)C1H@!PlZdTl}%EVaMwuxwdB zk!GQPlk3*48!^f%V8hk=v(Cwh80uMZ)ahrs1ljw^bG-SvOf7gWT*Tv*NZ<0X2iO%iX zwIghVOmG~AC6?2L&(79lb_`1FNaxjVu|GtaMwz6s^QTptHf==tCsJ8X%r^U`?jn$!R*S3azW>?)m?7FC%gzS0r=+SAUuV?bgS<$><@N#zaUi^e9Ii_AP60YUi zZjIWIW1b`iHf$>&KfgU}X<@XKyXeY|8?y}!4dVjw>FnH1VX{Bs+{thDWSy3C+WI`~ z_-kN%FK9FI2w6*1n;C#%`>66I(eiCWD4T+CGFWk!dhQoe=N0pQweo;_Y)#8SI%PpC zqhWoRPb%&Ta+o&o51>8iOyab%vKpjQPtH%Rg2`V(bc1r(Vc!n;3f^?89=7p)k}nb4 znl1L_d1Pm*aY)L+7AJ#(Jjo5jIRi7n8@`V~cr&af5i|nR#z|XBI_~V5upNhQ+e9;> zVAIls>sYl(j%Gh+Yjo*1rVZel*Yxl-Nc=rKwSxVc;sop4*Kc@ze$>hXa+;m+NR%CI zB_X98m2>#dkD}Ss@AvHk{QWa_1Ra>c?)ycSF2?`3|Gk-%#Tbv3t5z9}_`r5(&tjuS zlt{=(5-5-~jK^we_2tylTeD^u)93CVS;VQ%abrz=Be5&!jBjULh>n`_Al*rmo}mub z*4CCpHzx1#^xWLiyenb8eh^Q|u%hwI;tQLZK+gTFq>hWQof7LV-tvzh2k-(f0d~uP zqDsJWbbV3E0BotSP?X2TZ#1r&;(~Lz(+=gd?_O>+%@jXm3pHY{}>ul{nCg7QzoGk0`k~aID&d&Sy-gdpT{O0Dt zkn}6;?MB#Cc6YuTD>tV04mXK){|P1i2uiLznr-LtKDU-;NeiH9-8eZsLC?Q$7fqf9S*@TJ5)Y3W5A zksPhhfh|WKyL&XaIC)!zOjm`;r^d;39e&h++AjiRDHqm3OsCn(qb_R7(FqN_X7(*? zqE)3Yrzkfh2lW$Rr>orZnO7Vo{>(6ko$9Kp`$?Yc)MAtHGv#WC9ZCZayRRiVVXDN) zcPYD0`ltpER92)Ltvj{NbCAOf7f`mD3^7|}XJ-JKg#qO{2ye~WZ;KwW<(&iLQ)Nl= zvWl+hIQ6T05T0*$;qv8!$gw7l(a;Eo{43b$#@TVsNEPw3o1$U_R;B!ElX#1fwR7L+ z;I1<#-0&GpkdKco!_dwxzFEt5>t%y$gkLouj8mims=}u!y-F zS?74~y%w#u964x^2fv9X*l91~mTP@|pFDB?@iF^&hxjq}ShRZi9p-z8(RB(g3R`tn z1ng{v$ea_TbYkq`o z9571H$m#U(5hI3>%b`N<@h;Up%qOPag_4|<{0qmHo>8AXGGt{N8yn#g_qUP-vWTFS zm7cyEP*ePesBKgs_i+)4!ObS?%G8V-qh5_&n%u*dGXEKvj_LB{XGy&N;_Gzq=+S)? z8|j6GeIaKjkSw&2#>FBpN6YSJ1Q{*L^8AnX#LsI5eF>EW^C`PU(s#KN^T+oG^ zgH5c1Y@R=P(p6wS_ow=Hz%(X;MsGCpaG!58w_{Y3L&BfDGK0f}ce9KEg zI$y=M`SOJk9D6t>b?+fB-(}OLO@h|b-uk77N0FuT8&WmuAD;7J(~OAv29kG>6TRfY ziDq3R7yIH!=rdgFcgv15-zqDo>RI>4j9icQgr8_21pWga>fK$zOG)2)RUgBC4W!{> zbVe>?^D;6rtRNF49ZYwcb2<3w-#1D#{3f0`_3Rr&OB zQoSR;6g*X&DzNixQ%oXvb4DlvNZ|E6b>+&zko(>O$(f_CKMfL0VpQ9n`DViZ*(@xw zu%hDBu#1K&b{SVm90iiX;r%oEao@cR6S=tndT?L#jq`;Sxs1LrH8m{;Z&FcL&*VQJ zD1$S$TP8i>^ZE@N7Fk#X5)h=K z)m(ZG7!bgovf|0inLBsJ_U+@rQM)IatvKtyH>v4%&fx9^jjR2e93GY>x32uOWa&Mn z9jg@9hls2Lz~2T#?w4#d8_jv-79v+v^)raPi*%Ec+G6d!7o19xG*GHV=H^}O?d>I+ z6Px%!uB@HJVdbD7jx~kDdw2RiHQ$l^X7t#xdw|Hv!UNi@+Q!7lG;u89FG`UwDo%BE zbr59hwnJG#f9vb5fh;eBLLE9JeZ*iWVYj%f%$sxd11{+uI(6#l@CzMU1e?xh|9&aM zZLNyS%R5qO{i<_LPRTJX(KBuu8fH1L@!i128%bMYOk(4X&Y_2VJXUIf=ma=g296## zE`y{lfreRV)$X>1m)_ZY^SgCx0_gZbkPA#q@4a}@Tdxgf|7>uaM2Ka5Ht*Om8_9@3 zCq(`V)y8w-tMmX!{3)jvPnk4H9`5umrLG@4_0$yifwcGtc3|U1b%9}-xHkamB>-y* z{GGS&6By`a5kH#+`3zE5=g+N63zCz}RAS5ZADD4KkwN^PXZ;Q9F%>m6*HssxWSYuN z8O5SW74tHcQMP(|dW{LKyDSJQxX*(m>odKzW$0F&P#-N~8d>`w2G95Yb->3bjreW% zVy%+muRF%>^DLaM-G1)EaIZdt8i5k( zH-fM|J~8KKQ*U{@F~js>R@TnSU7rW1jtXS+0kq4mxV_caC#Gc1u!Vm(+xi2W2F*Gf z4zwVK!1?&t%`0qx0nN_MJ@mpZF+^sr-jSf7=_C$kq0@A0-E_4zJ@efURG)-G6B@=Z z7;TC9XPkf>E?JqGUL?6oKPG}sE9(c@5?Zzb?LN0lJaYWFK2=q3Sy`3ys+0E1hcWk{ zw4!1znj+1Cn@ERP>GS7RRB$rl1)tm8)Np@%>4ob|rxQo1o*sp2Z)xdiL{{-B2n^xj zjq&RcT}t| z?Kj}?p@aktNH}bJgvIW>Wo z6CtK+Wqu^T>Z?CeF@h52gsuzyUwUMy5o^r0nZ+F=3z>s_{qUUI%>z>oI$tlfSwUK3 zSD^d-SNv&Prz4~xxGJB+_3uTD-wtMDkQXtVkel-ZNS@Yz{Q5K4m-CmTxI?}=(3-iI z!C!h$6r84T%*^8-%rp+XcCVW>o>>G}5)#5;qzZSsl126I*>gID`e4NfW-J_M`0fRW zmvIgydI&Q6AY<{RZi2 zi~5t?C^K*kKga4@0`4d+&HM~QfQXsD-0S3T;v+6HR1CfU?)YPw;$eApP1oZgA!#-^1JPk2?g2(7Bb}E?yYN$ zjvhJUli>pVOE_MEJG&mrkaqq0_ZK5tSa(Uw7cZU;_BM3JjC*pOD<pii9fW<4AdR8?YbY!AHE>^wzB#PUbG?3yE>tci+B!3(vJJ{`$33 zoXPUFD_X~x^o?^icSw#YivrsfcyAHFy+k$GvAwGOx~y$W2X0pfznZ>f%NRE2A)+K{ zdB%eW_uwEK--99VgKR;j-H{rRNLP&9{w|Ui4|s+2{QN$EW01X^Fe%Ydi%d+~_3G7Y zoP9wT27-dLszb@0$+bNg7Ipx%R<6N%)28l_1n175m)f~AVBDFn=6!qil;R*ru<~fU z86Q82;Tyz}-9)AtK}u}zmAE|%xa8ESQv+{3zF}^DtG=YwD94MA7acApufJKK?DD$w z_Sqn%aQ1+#hIJcYd_$^!N~CbuddZ-#xiLnnJVW42pA(7OE?8WRac(lpd}-NU`SMH0 z^sc>J-jnYpI90E~n`4y9$dUU1;Ks?#4=4nH2aYsPaqY*>bGKcTGdr&8{^^m5cd}!<@Bl-P-*2){YXp-ZE}Kr9yqg1xOE>WyN_Qk_07v6jS}6%zbG`^fARV zbTHe%ilSR$Ta=q^?IMPlgWG=aG^@E}GNiIU5Vz$BHQ zd}T^zS+C6I`oHlZx_!Hk7fn_7;6^upde{eH(uD&1-48Z}Xdg-&*jG9nFp-2ormt_6 zPcl*STvXIYv0O-Ma%pyudwR8=1ChVALHG-#3Mbv$cQ%=kd9rgKtxfMU5b-=?yoq2B zL57JKtqgDdPE^vDov=ko;M*dDeaT5e(A>k*w4&VSbl<&m0~fWDCmOoIn-Ubfr#<`@ zAD8Z1J@r#3H!7jKG?=t9+7N*MI{>!d)TO`KW2S~e0h*;M7FN!Mm z_L81AZ=N7f!R^jvI+*)7ChCjqA&nwj(9Fds zLppTqI1RW)P=_E!xTh)@MD|Q=t{=h3TVH<88raYJ4jl=pKZzPv6q&MlxenfJhwo})w zaVG~8VAae7Gj;zbr)4Hw2f!((AUTkHWl*fbCCk(WQ1u)Z93zav*5FXdqZlhk$VTTq ztfdd46$7$Wfzu#78B7I^fqr{w<4Z@*o5ZeTfsrx|W2QnISp7f%8cu%(uWe=il%gWD zT$IIe!b@hllD^1A_$o$_59!qMs3FowRgBP!FumB=!ZbNC6yg~>z}E+<(*atXTQgD< zoOQ_J*nAL%8{U}_NrPstD4Q9&;6d4=sJ%9E!vZx)Opb(wErb#mgWG!M-s^h=d^g(h zsBPv;KYhje7LB+5x;7Mx^gIktN=|0CU-Et*nGBTV{7c!85fUcx3J{+xsVS;HIm-(STfBsBTPU5aNE2V_`V8-UnqoEK$-HShb*v+6# zVu7NHN(bhNfTSYs$pqfHOnqVw6gX?}CiFmJyHf!Py$Ucn)pRbXn^>r$wX|jvTVR7B zU?r5+q(x~kyHh{C`v?oPzr3JIMXo;d&O=0ba~3X~%@%;&xo@-~rB_p_1EF3c^Ym#} z8TMPA3|})gcS$!KEa}2 zzka>M^KDU)g2e8{#3d@dsg?J^0Km6Nk}bM((8~7jKLo7?GHVS)HCF4_cNsF|tarhy zxm*vRl>@L89i4rL4jl@B4j(-U@?a%D1?d6hHUxr(qt$vMy`^0_+3hbzsOkrq&Rp<* z>6yl{(u4Nk^#crXJa`g@P^7hI z2_jCJh0uyxmGjtc{S;6WiFm6}BsN4&Ky|SZiG`a#W_I0L`BEC^>2#2UnH$akj?cJY zwEvtJe3(ykL8lF4VoXZw)7!M5*pcqjr!7P(AP@mN9AwJ&<>kR-BJ8|Y?b~}RJDDyU zpiKfLYvZp`Te(@vPb2eX=LghZlFb-}95SM${#jjp4``pPL%EYpe_2_oK?yrboDIAk z{MS6`O|g`n?5a)RX@{7K+1o;TLXI@PnT{Q6I+O%&PJ8H2FgY6vrOl3x_lSl9t3a>a zj-1ij%osN^`)^T`tRpWCe{n$W3C7dUir4 zSDjF{zn7`MMy7?fTtGYKfC%gbg(g%`dloU!t65S(kQ7V&zO)!hgEMOO92X&o!L`f-k)8qICN-R zO1D9Z*#0U|Os0bYEkeMBI8JZYtb%9-B?<&7>1k1U(}K?F^lC2|Sg+ksQDVy5%9M2( zuf6-etWD)Un@yW2&O6Y<(H1DlBQ|z~lK%9aJGJ3!sH1*DVEW~%(5s@yAuBMpGj;|? z~4yPFry(>SZ|9heuwd?07E&aYqJk&vg(R_7P*P+9{LRV+i+%xgA8Kp%~6t5%-HI4YR7!^I0MNRr9EhpDWOY4Srib+&n ztKthwE1!P&uba62pPPt`KoeD1;nYdS<*TFn-e!rUm6E>RG^774&CJvC3#`N~hiBiv z^r=Oo_S)u){L#i=SC-heNM4O$QJ^Tu1(6wE1X(+sW_Vq;a6CHmdUci5pA+ZQeRcf&{PfSLr}&2V*aY4XspI4- z8DQ~t)A!?)_YU89nTglpc%|g6NY3@Y?_PI*alVM5ue|@juUmTL6Z*Q|c9pdljxILO zpAhP>9!?W=)7ZBf=Yg*SFS0^6|Me|p(?yqce|`Jl%K!cDfA<(XQZX}2uFy$2bm)+9 z_O7td(2t#+YDEvWv-e9b)w^w@V@YX_?JDu`v0&!$YBrLUmzNjv(a?VXa0iQ2_!CJ< zNxX?dG1<3j4~3GcfBlG*kk2dM)4DAD{3@PDL|OVJg_SKVQY&=K^VN>a#pg!#S>GS~ zeKF64>&zMXg9i_;o4);Gu!2j!hEXNoLE*G+)ro#g-As)tCKXJ9!piaa(E`K%nlPF( zw_dTx#VgnJoOz;}XUELRSr?wCkfOsgmFuR_R@b#x)}+uP1xkmfN%eLQ#b=De?7ffsJdGO=MtvJOr;TYMto7{&eU((+nzE7d-lISS$*v23b zyR>;E!7;@yElTK-!9Uu zr_9XUT4vSHU0Hd#NSsne!`#%M@!UvDnutz{ z!t>|PTMC>DMsh|4X6NRjE&6K)nvz0(`|Y=-hP=#MU+)$_*&kBob-cX2UBz;+p}w5G zAT}T%z+ooq^IXAfFKxSZrz39K_1BG(ifIO3Wj^c)Vu5@LX=GECVS z7#M7AY`#~W9hH`re!+42^l;F8t7(Buuz;gJz{Ux%h}6~xMNH^ z^SN8oO*`3+9zDus)RcIQOG{VR@a^4o(NYoaZSCzcVZytg?mvBHFPm~=>vDIgC(Wsw z_oHQEj_~mCc(E$U^4m{K-@N%ov~%-bHoe{oUxQDt?l?F&bPo^5(Qp}jfBk^IrX$au zNvJkLTn;yqQOK|%HfgS+F;>CTv^`66?B`gQckrq#HCu+usTsdCO!n7mbNf%t_5~k5 za^#ArKer5~olKM@6aP$`x%a75$9XHu@1HJobaaeQOw_)*aL;0CVYa|gjWJ5I#69}P z>$|dXie95!t0`YTzPz)JQn;1Rtoxy2x=~b1nxP?PShmA#GER?C=-w||C9hw95-l4S zT|#ev{fMWKKaXj{kFQ0$85k1M3>y{QC&o$`lZ{$kbBE7)Dc5OX>?*5TzOqz= zSlXnhsHjYYSYWF2vJ)20A0Fq%A7buJ;!TEM3h&H)eZVjjZ|?c>Wn`9lUo<9y-NIOj zvl_@>CsN-ODR`4I5;dCRjip$osxL{`ZW!w-ZQLbPV?UD!!2p$BLX~% z&KED&ZlBx3s>qnq zd;)hzWIj~LbJyzDbOzQE=RO41|$MMpmvQrK}-mV|0jqt$r&rJ`< zyn6LJ(~%VfsWe4d7JIda^eS4s@puoY= zaf%G?*LSXu9zT}C$tkO-usY6+w8z+wWL;%uW*%rsiy>Em`lW}DH)u_d>u{V=X}2HE zqsCW;lRsmX)@557S`N3!R8>{+-TrnT!x}a{+!}Mct9aAq%~Fbrei*?}tp1p>&yf-# z4ujh^Zv338Uz>XC>&5cC(y7LhQxo>@e|X8M;$}F8Vs0NlapHPwx^XR8==kXGOY@_0 zHa3~r)}!$l4@otLG1rDTr3mxBD*eHRIN1{BGRM*wnHX8SnRaW-$?p;(57$!)jf+rd zFH>K<(0Y0ONRbxD{^i+fXQT9jsRkvtQY{WYPW_w8*%qZWPW?4ZA^Nr9xWO_&m+&p=Q^CU@tH2Hp@m8ayon1RgLtQQC7BkmTIkCw{CxgcyM~ETAp3~ z_s<~@$ocG5bNF22^!44kkn6r2ZYe1#I~W*DE!}y|d&!4n_66C;wwRBKT)Xyg47E<7 zMM_HQX|i@X4JO2u=49=smmX|WNY~cV+BY>&e;RlHso>JjkQY}jzpok7qIqSHu^a`tDvGQCg%P*%UlHsDx#oQ0)~+>e3!n8$X_6v~S;^as~czWgE+ zdE-KDxM+%gwc{U0@fw3uy4$yJuk<~Al{z^$n9w?;Yr03omqYu6vjDETAzmd$r_!$< zMKoieZ(txgGV<7dx7QgRcICZij9b&w6ejeV5;aJt4C1%nlwIKvr<$iICMM>0);eCs z{?@I;EA9vMYnMmsIwK_x^G`QvUXC8cJ)}y1|Io_dyl~rbx>=Wo*DN&1ws*gX{YW1# zN&v>Zs%E6SJ9KuU4}C?+F(@f1NmxioVtHw?K3tSG#{3*A_@+&pY9fN2qIVt@YpOe` zUA9XmR{ryNo`;9WNWrob0UxBL88pTlH_Jv#Gf$0ns`>i*@>zVp@j5;U?NTvW>rc|` zCnqfyvCc@DK#58->k-~c%Uz)pjQM&DeM3P(fs~9R;z6<10`u3ue*H?rp>^$bm473a zv@|9~`3wsFL~o^Mvr)QT?r_m|!Me{OSEnjYS4XPkSjm<|$|t=kcBhL$Mba;Er;}|R z_utw(IA}PVB60C?smB4{nh{;SeQxBWV+J{WuW#DE-G|W;3)*{{Hjlk#c~Rw>urN!* zAo`H(mmL=Y&2ALAZ5loi-HN-FG=B+tcD^n zbDGw&+fNTA#j*l={-5+}x(A?bNk zTo$OtpguZm_i@=>0|Cz3rbhSg-zRts7yfc-VM5&2-d?FeS42!K{j93f(yXpfV{v)j zOh*im*l|uy=~JgpkyqMH4@IRLw??BPHafOV$}+oGXGG30u{%3E3)PURx~6^&+AJT&^Rynpd<5K+!1~?2bEjqs|BT{9)swQAn;#yL{v#6S-vT z;V(BrV_@6k9&$Im$IY218ly4L5a&;tM|+NS>stAmwA*}GGg!-LJ#_|F8WOuWbx_6P zQ&Ty~comlyKc$`Em+ct42@KV&8>|m3YS$NN&FQpYBSiJ_@p0R-{|x{{3_vT7wE6A7 z4Oc=Ng|~n!n?kvzb?)K@fTprhpYuSVfr8E*CMPYX24pY}vcO!j!|mCYweEChU-+kR9ZjD#Ydb4WHFCVoyN~^2IfyVh9e*V}R81d?q=BPmaOo#nCcOPb{ zaC!HygM%^aHt+ckh&hK^IE6|X1GG$Pi1wn)VU5s3Us+qNQ;{yh# zm!lQ0aPabzTXGsFfgrvEVQ<>FG3h=vD|omn@T~D18mJ5)5Qp#eS@%2C@u@~N5o&uz zEy3iSjx&MeOaS?h^YgbSFUd+Y=XhN8ps)XP=h0mU4j5&5fG|-*Y3bSPW8@kWHHs!N z4&>(BjpogqXay}{?03^);N#_O|K#+cXSB^n&3RFVx>&uBLb-YstpEI}a+MAC-`@X8 zaB~^FoK%y9`nCcXaptoza`K8y&;2or7VU>6d_Fgv(OHMyxo+LMDCsE4IRKF~^FFb4>(>v0 zS0zuXU?!8=C>qEoW12r3-jb>xGTu`@n9=D}i$386@ z4B9f2MzZ?o!@|Q2Fxw3}^YiMT_)sGS85#co5tahu*iw{ex8*kAI-lKSBn^*AY-Z+} z4<9}>4++{$>dpTA83_Q3UkCJ71;+fcl_nB2a{R}SPXrP(IQ_f;@>1KBq{%w(#ipVN z!Y*0hv{?80(t4bZxJ6`RScJDhw@e$&QG}QQH6!)!@|P)AG7Cw z+Ag^8swPat5LIV)Mn`g65yS_5Pyoezhpdt8K{kE>GS~Rm z06CksZj}M_=m8JKPyIm0Qn+$1leRM=g1Wl8#vQo|DC3{evm;PoV>F7~$oXU4r0Q1F zGchss*F{N@H40f_s&LKrNMLEgh*@N!Ljm%SadXR}!g+HgF%o3~<0`GJ9Dp7!lcFO^ z`nzs*Pc$k|rI(cl`T_4P8~c>~}LuSef@O4Q9$F`=0l86z>vGP?WL zV1iWrD=KgpE2mQcM=S;qeiAO~zXFEAiJy}1!E#dib2N&6(Zrm(f_1l5TwJ`UwY4=9 zpZ%oN^C&IOBdtH!*H{09Lh^gP_UyE;U0s@)+1WI}sl|{Yj87=0emn!v7&eLpL6G|& zSFW_goj!A>X~V{iS$A@7RR%jR=|9?IDf!->ldvqj%0HWdoP*j(WmM$fS7xrN@u8UJ@w1MdHBs7#U zCLgHq%Hut(TY$fF=SOn5O9+Da+SjN1f?2BAq)gY!O=zmw#|ZES4z1qB6NL4AGVv^cjP%i6KNJ1nj#Q$1pN)Q*)aAKuFQo(NWX=n_aU!eArYtg6syEL(uaHF#=hO zE6xI`diU;K>~z-W>cm%LYEARwjhcBFvBtbB&}yHTo{XO`pr=q=TI>32BUn?KWD`_X zYI-P4z0a@Ge^xTh3+wLgc4)Lm>3P0VdVZD=h;rr0zSl2bzI51YzJ96SX>m#p0+$%N z($U=2l(uxDnoyQL1D42yT-izhxQGuMYrmO`5*yEZeuydH;Ud`wfM_=mvGExrmbyre z)o`|nAikc`a1HeCU5g34;Jj9zLOD;}g;M+RQdZmNzyw9vplpxcy&$6krI8RQ!{L zOA9?x4H5XLuf6@@o4DvkeWp`W^f{IdWT8n(LnEWI^`#fe=bUFrV8P0$G-NN9OeJ5XqiWC;C{g;p2njxH*Xvd_odWmVDVd3yS%I0Ohg)Z8^ zUHe~SAiO9xC6c{%LF8nEOY3@aL&?_xKXakIF3uTP`3lhej`ed;3LgPI8Z^Wz{59e~ zmp3HdxJh~s`bA7=Ifaq~T6X;*aSYCESbYN0t*;z3BNeed4A z=uIyy_Aej9l$3-##|icg6)`TfocRS7i6H=SOO|;AVU$=Ym7Yn({psZ9eqsIq zMWfU2A=lqI?G70HsOKCLD^GVR`;h+UH?G_0_(DVQc6D7D$u#=zE9;KG#`*4km{ZWuh(Q>aA7@<}*Gs zQ}CglyuGks{o~9v8NMiukg>~PHVh04XElpc%f zFO8x=M0|aHeXDBo@ou4~2Y4m93>#iRa$ZGy1p?6+JW7pvqnapW7SM*WphP z8R)l^>!#h^{rypdg|e}U)udGqW%UI~VFvf~_J)I44g!9ZW(2)_xzE+rwY0HO4wWcc zE+I(O=Ic6b9i2S`c4XkbSiRqJ;tTiA-+p_uyfjlV(3lYX%eDiN;0wyoP^h6_iyjO@ z)d}v_fT<{&H$&s5t}} zM`|d9nD~@aIk4ea{!RW=US-(vW zXbI>>`a*^hkT2AADZCM&Bn(<;dHTCpM{jUG4Bf}pRwcZ=4oYLH)1sYaf6ZkgaR%9Z z+qejJG0>b60lNZJHw4gW5R^t5JvY`J-oi<&kr>QhGGgc=UeBJr0#DO}zA`siE6%F9 zij3}(5Xky^jeTyo@?nAS-jR`b!W!~Np;D6$xuU;^U;hkv7>RlJ9n3+RtaI>Ukl9GM_#z1rbilz#y9Fr~H$jF3G0tvg(!W z7%Zy?LIt>1S{?gNfJ1+u8*HdpkP!p4IGU5{F50bt?0EflVpYvSi#EQSKw1`V9&l|& zD*wWdqDO!JDS>grWRm-m^dNjBWtNMg7&XxRr_ntlB zSn0q#|f=ZkT|HF-1U zO}7}ze)Y0o4baEy>IFs%mh-{v!{K*y9?7MK;zljT8CICmMcs9n?eUqz5$a%)#rzPa z(mVXPkY?N}E4Vo6`K_zVc$yAkpo|TZkO%+t%TU9VY?E|?+95p28snP5{5+v3y#fzb zs9bFbSst~{;!EMG7)Rn(plG8+m9gM6fmq8sJ3D(**5krloHyyHuiExbi-Y;>*_=;{ zDk>^dU_dd@dWiT4vy|JkBNq5TX$q3@v&WAga~n0O^PDTIsHlVY`GQJ41Vln8AT<;g zz|5%1jZ-Z-)(MPJQ1z@b9=N(P3kayr&y32UyvL?D+s7tic~V1Pym)alz79T8nsl~> zehfG26CqXjw`tq9^yZ@{Pkv%i77-V3yt8KgE}&Ik<{7y#VK1W0Jx;SCcjVTtwep3= zvCz{92Y7*bj&&3T1AyBRAUgswbnKzXT|c?Za8a zS!sPew+@Y@{5=Z*@v*jd$YJ=Zn#AfNTCYw%1ytyDCOLLf(LM8RuZAmpPy3zHyprF? zqQ}ZXP9igKY{S7@w2vP>k_4ZF$T0~~#Sp4Jw<8QN>G13OdjJpTiPV8*e{HUyun*dU zYy4r;CaO=~`Ti^2zwl#WCFkI6&KUzU;-2;@sQmdOeH+N(m;WHwIDqwC2Mh%#jLs2~ zVzf$5ItooVd;ZUN(P|)m#QRzN+2!HNXM&#?g%}(sC0@_X&(8M0|8pnzFgO(PQY&L$ zwPkegW-`(TGYvJ|T+`~=8q}JQ*?z6^1L0R#UX3^lXAydPf-NamFS)F1b0bEXdLbn% zGgA*M8a)3KN*OE2-PQwVKCyJ~%mTQQ8M$f3Mm!~KX3alE-oxE3ZXh3pPWk9ue}0OP!_HeN}yKSFwrOQ z1C;7GbjUq(FE0bjvq$N1?aer)S$qsd1`Q|WoTM-0*+W<`LL={T@8p(C z=nJ#?VF}iw9b}m@Vhw5#IZ)NMXLq}8Um!IUeNKv~kq>tq<^)=S=_Z_={=*i!=@GGj zNHo!CbY;xQ21qHyR~+uhQzEn*g^x*yjg74(^L7X!`525F@cc;?hWERhbcJBYY2W1J zF<2bRo zhiK@%mF^#U61sjrbm(HI(|nvat5P^rvKSDKXvwfgRl$M@04MlhGC1&Xn?<8YU7!g6 z2E?X1=Q>GcdmH~PzFdo=C+Aaksg@+Lb6ujwrM&U7SR)+OZuLoP7){jejd z;P~{kEI1DFXJhgM`7CR2&YYUXTjJCTR6z#^+Okr(P1+(+VOmt=7tovPK=X)gN!)BI z0r#ud!~(q-;@ofxy-8!n#8z9iY88n{aG{IU$12qJ2JLQq(+kH4UCR@Va5o)Y97Y9v zQ2)o5w>XLX*XFzH1Pi)|;Sa?#K{i(YH5$ipE-o2>ylBO=Xdvr|A3uH^Qllk9*0$~X z6{lK$7urXPwdkCeA_$u8NJX3oIJf)Tu$eUVV{{}nSTDfqfH3l909r>iTZhtHXhlYlzY=_l= z*32v|S^GIQv4V9%gTogr&47SdT$BFCX9of1r$pnoWzeDpphxTVRRuDs2)`Zz<0bbV zt}y6DDmW=F;rxzY)!%Bsoc!+Z*m;cqbY7@Psn1pB?OdjHxlI>iVO{D&wISR?Ea1#* zEXYWs=46Aq$mjGnUsi!j#z5e69z1Zwv)_Bjod5FH+9kGkkNvxJo;>v*wu&Vb>1PJU zuBfc4O4d#%TX{jHd!W}QC4eJd>)4{QT~g(*{--nvXwu&2rkG(8N5G(}sw$u5zzeI< zjyMQ&(&awvjnFe6^*Fe{V!XTd-O7+>F5yIMxo<`n{<=6v%ptlABZKnb*~=Ezo$E$AsQ;2cQPZPgOSh+u!3EW zm)wxs4cq_{oPxsh_Yw=e?}ohmOOORLu%kjNc%2vZm{o{eN&Sp%PlInpenF7=KMcbh ztH}fLtVI_iB`+%{CkCE2i5Q^JXw;jcAwl?}Ij!@gy-Q0=>mw?w7mG~t>=wR`ehI? zyYA;#rSlzZ5ix=xdWD+{vLhuk@8p`z$24G0G{7z3LTAN)35EI2D$52np+b)UB+j3A zfyUVb4uzXceo2~#z-;$U^x$1K6;GaQX-619`1*BeJ-tZC!oX6yDg$_>0I*nU(z+X@ zKmZBi9v>U~Y+A4wj_}ZTbkfiFwhKf)d-f}cx+prt3r3_vT9Tb{jGk&Z#iZfD`wja` z7$$x!so+2|o~FN_GN?O-4iN?S1)6FO9F4kEeJP>FcWJ<~(a;3Fm(cB9^Ya(z1sz~p z??&>AbUM^}*n>%X*pwrQvRzWL*WhVtU7d6q8vXk1^wRK#>m$S&0(s4^&~h7nLi#8K zUh5z#xep^ry9fvf0P26vwVeQn(z1+gYLX|Sby5kvXY+#dvfu}pEx1brT1BcAIE_zD z$pD3gU-x|jpz*y{TriEd0R{r;tVpLtK|aTHA?lpAJpcpB{$V*eIsTtt?v;J~_z4S$ z6Z8oaeJlOBrU9G(6sL3^Y0Fvx?Z~@K0rbF&EF^Gx_%!cw=k2thf6U^eGd8lx;usq(&*dL!W!cyb3apOiZ8?Yj$(BdMIx`PSk z-jri)>WDlMA-9~jzrA1WaT;1G@@e<#H|2PNc}FBn8oD#L&V$QBUpW08Y?BZL2>AL)Ej98NLx{74fX6@fekbt_ zWbBDCVAg$&P+1%bJ%Km}Qv)#x16>}14X_AwEn`svuThDzqyO05T^3EDEO&s9YU@=tsxc%5-;-W1X090^cY(?e) z4hbpq?;@o*lmEwtgE!te!9o?1gdg`fwG&DeqY&)&^!svDOw_-HGX`NI7L446T+E8p zUuEFg#%O*B{zob@={-vcAIrJ$prF9{xw|%dD&i>Keq@Q~%me*b9m&mZhP|o1F(K5@ zvdW)F92(0w?`}o_UT6(o5DAf0Gfs=cYY0h$5)h{o*yARZr6Chf!W1yypphm)0x;EA zOVxX>tgM`hc&Gn<4VuX$un4TXiQ&w)>`?*W@KGcW`nqPv>Stx0Gv>3gt840hkYR+CV$WMD05pOS3C zZ9l^dhYd-Y1{flfNU650<+degnYgQ1e88rbHCaI6ROGfUU%t%D!XgYVOQH_F)xim10DA|{L`6m6e)tk50&=z$BBFNL zi|24gK>AVv;vM$>U^A%v@cPxf^|$vMQF?dpQ&$;HsmKdQ5s#UMI{RI4dDf#LK`nuV z@M_ZbD-ezj?TvL2hhP-atqS-Ixnw-9sDnnWF(-I>HII;)RsM9a59ql_D|+q=Fk?6u zs|_>%#?rmK!e9*P1G*DhPpId*wQE0q_;4AeiG!oY;J~gKn_n;{U(VRv|MV7JUvJ^( zShRE$_1w90(0oLU;j`YD4-XF?KpT-mFD29p&;!7|I=UKzn`Y53*$$tUya(i|KJ&I_ zoP5%|5!${jMW5QT%y+}ou(q~_ly+mVF@fFN@B0d1a4D1tBixs4@9JMyMF>_?-pW?h|5e;Z6FFtI(Wi4Ns` zLgCH+(>i)^eq{&gnms!&4!TCEP>HpbGMw=Cvzp52l8WgsiX+ntBi2sAJxJgZF*k*9 z+z3+52_Qid&B(nIXaASNz++Tq88TB#k3@+Vvs7<3SGR!sep=cXbbnIP*Ka%U3Dbpe zDu~zh$*&gGJlJ=4{%t5XBp#^v^!gHkg(SbLm}`?nntYrRkK@>fz3WDN5G#P0Cyqc6 zDLBNBCUP%Hqp}w)-0ZhTCW>g(fcMq>GXZ3V0cmVy5Ktxrop%IrSWb<1Yf0@F@jfAe zp2h|8mxs{b2dCj>SxBK~w{OGB^B)p;=Ox!ci9}G8V@uJ9|7z#ip1pzRY$Zv4zG`7? zd|VRD&;pV;9lu?jj=eZY3l~NEX@Y=hyY+Rw%nUcZ5t9sdWGu{>Cs` zX1CUR&RgXzRQb+-Y=PowoQ}@9$HvHhrXSUwNCODEZC=>I7=<}VjA^J(CsH1c6Gjng z7;LMGvLXw;W)ii15P43ky{0~lK*9A1YHFR%%X!+|vO;?G(O!gA6XbJa(Y)j>$&RK} zcASY+%7|}kZ%@MvAsQ}s>vGk~@RQ`!fsZ_$4k6?UBqSvKPV2hUL&6~mK$7Llyxp~_ zZH9;;m^*NXLWrRI^T$`Dt$lEti2EW^fSWr2Rk0ELVY1DlfMR%bCFVWX&! z(ZE86*v+7rbkmjIwtEMucLb3jgJ)=6yyp?yv18W=AJNeXC%Jpa`QZ$!d6K>%h#UG> z;ca|4AMzt%{Ky_diqFN0IqY%HtbO9@AAcM>dh{xi9T|#B$C#N*lfPSOXzA#*Y*kE2 zPA2*k5?$qr*J{!(w=e(f+K#012c6)ysZ6tb{>nf}DGJ@WiDrAB3&JdJA7)idMg5eR z&pp_PtiUFRA+hZA^L8CyKv}K=ZKmaNjoG26!JCX1Twahu@GGgs3R93(HCLV#AgmXo z=}MKsfr915gqz?3zyA6P8Kc%oT2KXaOCpo!98>@Xtb9`WjT>PLp&CsOejV%HF9=po z*2}3WIKXcwO|Gc96AGFc!*cdRdt?mSFAosF)k_5M_zk zO$?~HA4S^%{DW!jo}^)+ArDyxEgymVH-J)Qf9WqoUh(5GjYr8dME1m>BR2~+y~W(5 zK7qdjHDN@Eem0r}tP=zCgm~!4&Jn7FjM7bF@e{JA#g)DqbB}Uh^D6H( z%^9Y_VBy*mR}$Jj-2|AP{Y9QECEMI%)}3-{jxrCnGsuD>Pw-ohw4Ai<-`0Cgv$EWuWvgvmn1Q@W01y@m3u2&PhtgpD^#Z6(L`)&= z3#9oHq8`x_A#TLDTiH0`nrhyxR2>P8r6u1nhj1WL(BOl}B5Y1r8K(R0xxG#(m?TwA zJ_rTvrluyz4*`)FVv7*BN2FNLIRzjSJ1E^#7!6WaF1c-yz$B1CIGo&0Fq}so9;DPs z1FaIXitP1h{{k0dccv=o!~|Gv+<8O~vo;&Mg&0Y=mdvP7!`H)zOzlQvgkcj2{{eF> z2sBJt-DRcwfs)z{r!~HSK833vAQKk=2630Di|r(P0W(n#q_`#5HbvEGR=b?f1_h~} zWPGdzff`8kYI$+g8M#U$dWH%^OuTF?rL>zLHUXHZ;IgptiONDUQvPF8*4;CCMIkRT7gl$ zAk0*}-|x)rH)KZmcMZ4a$RWQ>VrYgu(#MSopjlXo>nvto zT=lhJ(e?dGhT~0F=dERjibAvBec08~Y42xdWhtch^ME7QU2vxq(-0**zvh=M$8HtmZg@bBM6vzw{yie{#nG%>Txs{C z-^N{Z={Zl}JBWW}IRA{X3Un%#2FH+)5H8$SvM~pnPpIvhE%w6>8UxQmk%i*0+_|jR zsANre)cLU#o>PZrc3fOA_f6*}Vkk%>ZS(^@OP zEfh)#B+v#J*9Q9K&_=L0iHK58yFomVFN|;y{6=;@hyYz4)AUr5T&CqQk@leH@Ba4f zrhX@y5eZqsGLb-=D$fXlBw7X#PqK8Wh*l$#NaRQZ0NEsE9`eDI^A`ZMcb#K=rjdu_XJE zX!C&-iA$b@pQ%*;37$neBsyv+=qLaDPzqW2@MnmUW!#*6d2DRVZZIyx#$shIP}+XO zIP^Z{>G*`wIN9rO%EH8S8BzPX^$ZTLP0VuSn!BzZEac z<>Jnj{&++0ubiJ?j-JKevjG341N|R)bL`!yn3!@D93no4BQ&%Br22Vm&&n0kL}Do* zrHb!3{BCnX8xOmmIRvVw7S?%bJO2xWsUqOXM8(EdkfPEuL1HV&KYcJ*Zi6sOYZ*+| z@nE!e*5+4P)s7?PS->p zA`xJJ(|lgUR4Syz`Mp4FBceu8tjw?}x97{f?P5^eBqb!08vMir7bg!`x81I6`DM$# z#M?Zi8YjB1m0vd=A-Kp4m?syHlY6r7)FB}bXoZs_?Pt*o%OD}=7bgLzRsf5ihAtjp zR>mwuMURWXCWig|b{0X`1>BIv8Nv>zg$<5Ho>h8IH>{9J24Q?F&Pvu55v%PlZ}&L{-E=Y?ggb zYFs>W{pF`vV`$6T(Qd4laa3rc3d52GxT+(iibZdp?$61$YBkPaEPZqNaf4k4)HA2F zc{4PZLN~?sdpjU*l)qiipd9|F>9?UfGQY2<6!o`v5r0376W4{T9|+Z&dn)J4 z-OU^(ZJD`Ph|Q2DsJXQ2fSJGR2HEQ9RJ?o+hS-a77K@TD)Amtm7~-oIm^X5oicw<{ zLaX*dTBWb-c*6DZ5l`i#0k4=}i7i9_!da z(zkzA-(3m0$qcHWE_BtX`1mSv`s?X!e#cCdmkNd@g=Zyj(l+9*T=(N-K77@^Vk=J@ znN5?Uor2(7B9LzVr=Wq_v1N5r!_ApWnS7L~c;6OU?pWqRzPaxq=H;vz-QoTw!Wdzq zeL!XF_3vEhRrEPcinNjNYLv3*=(3lmG&yj!T+`$>q#R9_#U>g@lbqr7Hp~peykgjY z9C(_-Ol(hTtysB!MBsGCWir8yu1x=Ds{Q|oBF$Q^f=UpHIt{_DOr=;hA~~5uMn(mnERp7c)b@DeIfgnllKVE=jX;hik3!R(G7QB zTFS^N`DmN6PIS{?BG><_zDg-Cx4v7WxtlB^-?$Oj8&M+2o>aXJ6!S;@~dEcPWNza*+`;$;AmBLH4T@V0 z^?7C917<54F3-))EuafjvSzeV@d_SGRG#=P; zT_neR+PyLM>5r$T4u=`$n@apT*u8{#2O>kvkPYa?xrt*qCZM|eB(1zUE|_9?xDCV7 z-pmO&7@H4mOI zph4}123$D<{nN~g1ZNUOf2?h|qKDoxFfc&P&6%k;b)IiMU|w-bw8R>HW?|UW`M8`d zUP);-uF*Nz2LgLH@1u6c_MCPPWg(c|j8~JYS%fthSz&+TyiVeozAevDvx^0WT=- zf?%7K8TnIjC)DyC(i}5dO>z!c)=8{DBOp&o);(d1K>-(bs6af|AZk z=G^DYdwX~aW<{$6=7-K9gDFG>Iq$(n>MHEq@&)kgzPp+2n7J2uhZ2u}rs;h&T5dAi z^XKXldK;8XMX3R|i}wpr>8#sM!3e0vdsVA`BPW<{hfhFa^wUc5!Is{!pvu7tyJz%H@*+O;^gwu=yDJMRDRpaeKJZ>d_ivRdVwEzCb6E|wDFk~qgssl zR}r;2NkFq_sAgt9WQ8SGCS!>^bkTNx#LWnVjd6wmL$c(6b7kfN0kpLv|GKN>tWl3j zQ7M9eRE|`mm>SI6?7oQOxI8_Kzrx$7MxxIQaV)#PeqH&8OWF>4=Y_E+G+Zn`YEHI) zpWMyw9S;vBm$Q*YkyTF4uqk|FBKJF}dE-S4OD9KjC&d2#T7`?5JG|M|f=IX(n=$uu z>fOKtH9YF`H+{v+%We=!r7-;hJ_(8b=E-HAc8gk?`M($bJ8)?*k5xya57Z6XBB1iFm8S#3>5F2wSdGrA6G4Jh_uQz zDB04_&v;niTd5gEy*%a5m3>yOy&Gev5|N$=L$h?AEmx}{`#N7Ic_W^fp%*gQ-PojCQSCIHvNd0jd=B9uFINa5 z_5~9@)^@9CD}Ln$3XqU1)zwja>{duPUWA&3%s7#!uv}RL5fp7c*D6pBw*()oUI& z7jJCaQGht59mG;E+*2;YQNRakH$;9ytQ*e2_{on+of&Lo$Kz=X2}>f|4FU}nY^%r= zxWq8`iDr-&k-^5n0CG)(A}(pG5cKhe)92_JjAt2Tfy$P%3?FapaG0n>>JQKQQ7nl! zb%8k9HiSDsD@{sWVff9B8h7gI>O!NV4ZNn2GUB0A^K5Bp*-D?oyW*NQNuL8(`=1D8 zTA+E)&#k5hPZ5O8+6Rgw-S8loyV}J4{um>-4MCH;ulLB;6e{cEIt3T#nKlahbqd?=}ii!F+q*a+h;8DtiJt zJNztSsA5MULlBoqaIs%p3bGB80NF2FI3GZXQ74;Cami=UFU3Lcw&CebfPiT1f5o~Oz##z_Eoz-!KGaMwsmKEBsEMx}q7>ddX z$JTIDBDEWFK{14+#_usK{7yPGnen7Q@(!ogayPD+FR%8a_CeXuu6TJ0O}>I={t4aL z^yZxk$H|j*GTN<_2!l*h)dU0C4-c8I9+&WZGh62GdzEj!<(ndKxv6f5?9l!vpcPq{ z{{>!!;Q0eQMI|&nJ-tmk_6^_`fH4Mx&6+u;9s&(%gakS?T_^hGx+G`@%6z>w(v31c zIWHJX2V3)k8e>$&sj2#(j|e&}Jjik^8x}3eX|xod>1i*QQ9Vr;&DUKc;j<};qE5>M za(wI|mL=XEAv(&f-|4VOHEH^`2Qo8rw@8P$|b`RkP#oNfr%o0(EBaut2IA&`y zOg*@ZKj`)+m8sT zsw^1rrH(wCj%($i6U;98%xf1MQZ9pMD-_C#xU5V3^FUs;;Ogk2(KF{FMyw44%nNl_ zCPQIE^=|}0QvN@?k%_0g*%bWTE^l2?P(<{@qmx<64ZU^8-hAj`)83uNl@_HWDK|n; zc!MuxbCba$EdT1z2S>DR{d@G`?q`*kmhWco^LivlWo*@*Ul{0D>yZ;*j_&{25tdgQ zQWv7!!xfc~P;JH4+H-ilBO|nWR%>1yZdAx+olzQyL5jtPn$*E&w&9kHq-mJ+q{oJ<$>R#HmPcnWSuXUOE zz3`?#Pq&NnTIsW@X_{^foaYV;aJ;ElA#;Oe|8o0ePNF67f{WE6Rzx0<3ETW5;;fDO zLr6amxTFm%CWf61X76`g)xskKV}|D+2re8XbUhvBIoxX|wfUCDWPGFJNX!c4RBxs^ zlLr$$&6gwRVyUrF&br z zpz0ty#M|>iipqFz{dO@ZY8*hPXl#P|1NI=YVGtQ?k;JQov%^>#WIy6dG%_Nmm;>%| zpS6ZCY7URtbfA^=E%~F~zwY@654{#4mH^8J1yN(5(ES1qHi(V*0o}%08eyN6|GOAQ z@(3Qpv;q+CWS^Rv5~3omaTbx{s{OhFpLeM;mFf!4H^Z(lNfTKk5+;cZz8^xgrjJ?) z#gu0U0P_6{dDfqh7pB6%V6wID?`$dlw}yrewHtU=kL3s9fmf zDbR1w#Vu-v>@Xg@JR2NiG(@OvA}{DhD6&{E*p$NZ(53r-7Q3s=T8TO$f0olggXaJ~ zJ6(P5G-6kl1R`4uw^%-PtcJUg3hb@W`t0B(4y}*R(p1UZXwU)~A|6OeI@p*`6ixcB zRkC+5qqWn@*UGWYD=EpR#%s#4(J41CB{()(J@xwUMo7ytHrT2S=PQ%5dM!Jn{+`fj zB;tIc4yCWP$7o$xPxk^lvwOj5^c$Am?-XYg!a7PRPI8=^EX9i@S-fQT=RhkZ&X^Dt z&q#`Z&1H)x)%s5vN7!z`L-U*rVaI?dv>*+$H z^P-$PwxkjB z6#*Ov_e32VS?(OLYSIvO1iOdT`PoPr8vr=;YeJtK;N{?HyLHLHz<{`XNQ1E z=gI$sW2BUnltv`+%2zkm${TUVS?dM}%s^}nAB zXzh9N{O?(S{{p)Ik3rHul}`AlFX8{5_J1J@^8fN^|06x_cl24+h$JLrs}ytty-=}v z$>RWaTs`m{-gQFyC`l@is?iJ|o>U!&VMDcYJY_+yUyj9#EbAd43vA{SB{X|sNLR2m za^=|#@(gfLXWRM&dr>?Qg!>ce$HNZ`flAm(2= zCxAUuvp-7&gFqBXzIOKA-u!2uE3S26>EqYg*ae!km_M_zh_B6Nz>NS$H{HgTWAezr;s zj4#m?Ai0`gW5j1^Sy>%e=9P1*|E;+<4Xd&J-@ca&nUgV@QzSz|$yB0{u}PAY%9tq) zG^q?xl8BU0lF~$l5T#6|3<(XUB2i|dG^p;+;s5*J!}H>~-#jm#YrD4V+M>1Axz6)A zzQexn$NqIH&=dHu_(M_Vq?PX*>45x>L|(sOAg4fLJOv)T4QYzU`;k_;0#!lmQb{qF zKU=$@K*U}^`{VE5C8s^Cd%fQwB&%`v|GdusTz0!;&>?~bxkphpu_0XS-%@`HNwn1A$QIN)9Su6eL0A3K=ejW)1>v5`j;n z7hmcDDi)!;h~B>HrJ%S9Y$>V093wEBNPDi%IiKS~xv=X$*d3gZq&X6}hGH_|5-I=M z$GWg*MMdYImIQAue)cCKDJ8OopNHvx$e6G>pyue)pu6+Nea>C_{q>ek3ER(Vq;|6V z1th%&!s-2(H3?%m=swCkS^0kW@}rqwe_U}0x!BQh<4f!F8|54~HXU2vFWX|7*M}E- z)QXED(k@#+NUiw;?xnc2G4uHIYaRZ#ifsF;!B}`64;c8boCEB>{Cv`q16C1kmLS85 zxwcodFK4^m|N5=dchBz&S5-fLEfajbjm8kifYEm?Z0D&Jml!=zzuc3L7O>fS(jhR& zhIZ7p0`{~Ed4JBLwwR8E_jjl-%d7SJ+L&Kl#Xc14uI7AYRaD?3n8J6$>1utK*WBF| z#&qWo1yhZa=CxPR$;SjOZ-@?fWI>dT?TR-geENtMKKmYFn7uRhA>i_R(<^QdGGk&Q*{Nxdo_3sg=Y_b~}JeMkE*#*jt z`f{=GHpqqp-u{0sfGKMzy5ewe$leM_l>9!Kb$8QY4(gLy8j=K!AUOB12Hc%S(_dPi zPx}z|thl%m8p+-hPG&V^X8p%SUN64rt8#_j52Hcgg7cQQX)#!`EqVfckI@op9D#RI^{0-=nj1tlzXqXA{d-lfWB(Dvz@ltqT*CD{XTfou;0W3= zjg978Uv0?|vN2K0iMDoi)7)sI8^2C|uaMTR(-GT_-Tn{brE$e@iIDqQc_aPAB6P3xN(!|9yjxwAgKjkMqKBdS*3AAgUQoINzaI+qT~)R z>oMBc0-K#3bkurgqFIUpr0oZ}W#?Gv{~GxF&iv&e!Bq+&K`ji3U|#F@td+is^zat3dvJZpY9dXUPMxd;JX^-5h2qOPgo_Za{|~DYc{{XNHBz~VIfDk ziMVG!20OG=hh$c8Pu;|QEL^-Knq&Gx#3JBy*`c$}aGiZ8JHK-vclCrQPyNd(zw8Jsw;fS6>DdSn?q$Xivj@5=3ZcOx$Oabd&`FS@7eOjkBkh{R!TeuDx_<;9Cw3ia04p&P zdLYmYet*1vwE$kGe7$5$w~(2qZf)D-Xy0{%dGqRJ9Fl3^N4tcCfoy|5GhM2 zDMU%|DvM&O8VP(^ZS>XoHcUg zl-jS5%)d&a%oAcg!OzwU@WS~<*W|5Iqb}=zZVXuW-g8vK%aH;s2@Vd9*tVgeVf3>S54>!GEil{=ciQo8uO%x%Bp&kF z$Bh?GQW6RpEwoo_(7L2CNX8MBQN(5R)|!hS-YWO!8SHgtlwg zCR3@i7wA*~9af9(Ug%7O=1Wmv8!$frZr9rPDxGcWdH(GDV?p3Cs*Lzpbg?#d`(~K- z4Gl{-A_-a07_ZLVgDK}6ju0Yxj}VJb2!EeWC`*Ws4{KV! zwEngyINo@a4hYJxFP-vzQOnd~BE4V+3H&i$W}+1lC7XD=)?GCRbM*ZIqKvC~uJHbc z0K(AQO{>2*TPui>XDji3Tjyp3i~jKhwO$%x-Y|`&Uf{R?_JK%^9ES`-DpU!Ym;bl^ zmt%I{H5E8EJYwY0F;TpwRh{-18%2a|*H3Y0gA~Q5i&LxOsAX{eQ`XB9mdAW-cjK^Y zvi=B==LtFcfum~T9YwpSDD`vW(v2H83Ry8fvPUYf0s0BOTlJH9s!B_1)}$8tgvm_% zZ6F|E5%opK`ELmm1m@g7`u*Fzi{EcF4%0_H{;#G(wVNmQjYut`_@J*`q26wTl&93n zgj&n8P}An#&Kt`@DMG5b;~&IV5?jpU$F4ySSZOCI4c4#%>z{<&IKo{MZI5UG1s@;; zKq4p|f0RO_7ZV?^BAQ`@58sB#uZUvgcz927KsTNeh2l7IoV1Xl2<7oetNOVpg^nWInksbD;yJzo@>}43(dm2X zG@(vFGc(@ij;|91BMZe*>rYz#Dt3Q9%l+zI?RM$f=U#t$BM9?L7!n zABh)&gJ(-)S*5s3RxJ(1(9qGGF?${=0<|cEpCE7VPpOrVQJU8*Rz4;uj+7)DZXAy? zC~`iZ!BVe>Op0h}^lI5G1m|G0t8mm2f>3-skNA(draZg<7Tp6(4Ejs_-QZ@f;kwO} zlkb`$P>Qstm@95HX^Kl)?_c`;@+pu`G^Y7t@A7txi8BrrZMAqXLQs@@9XTuFE-}{W zU(8QU+CJK<>C=*bg`a3gh1v_P?1TVqL?XsZmp=c^H(R_|tL~=EYM$l-)o;n;O8C@_ ze+6L3d{GVx#8gNq(b3^f2ZIE&BZGK&5Q-FbnBB5#Hu2 zx^Am?qf8J4jIgaw_#3p6>S7XW{ugIlKOBzuyAtFz$zsdhUjJ1WJ?H6#avGyjEH$BI zM-ww%>=jOwhlp}r1VrSkSKEFcc-c^?WZ!~gBfY4bgjv0m(3a~juv}Q3kHk@Q-&ZDP8 z92{-Le*K8xVkF(WU9czNESlW<1VwGl6F}U#g9tKnN#W7Rv5ttu6T)%qC(pJaE&BJ1 zxZTc6O0S+PjPRlX7M=`e;}|je@uT1HaAiK=iGZ+$Yxi8daXi=cJ^@R!U5r>|zC@k&BdT|)dT>?lBW*D1g z7~Rc9Pcr`IkL#@(%|D7>`s?MFo1(=Llyj8~yYXB{`W(IelW~N~Xt0OFnBFb^mR5@p zHdx#ScHaojSte4n4-Xb%*kCNqOd8%uYnzD?Tg#mb7eBlaff@4MXv(c-udlDSS(q$& zA^oFlK)cY$p(i8%DCp@#ndvAQ9$IT^b$^r1Jjz0y}=11%xDsaF}CF{H<*@zAHP1H5xORYeVE_Tf6}B$ z1w<%6Uu7jF9}fD?z^3F#M1*Q7x!Dz?$r#Zfcu~n*w}QY`=oY3~AlE zHOk)sva%nYCMzghbNw}p9+{-#Zv6fRddKBWEZNKEdlQsLIde*I#-um_Hzr0H8 z!3;5p%J);xz&rP%>qM3KpvnCSfdL) z+}nzZHod{+l?_q}?g+Yci{|ZAq1~aQNB3ZH_cP7Y)AL?lUVQ2UcOvJZ@bEF; zu62`HoK!r}G}$UhF~uPmNHZ}p@zm3gk2Afz?%cVP_3Bms*$4XXm>az_BV!t8X7+Fl zS-d|k7I(P2ek8?mXx<*%Vn~Z!Byt)Xr7dyGBIlS2HTYJK{P z?rAsQ-WumXd}gGP)(xALCKVhdhcDuET^DR}4~B;N@*6|2VDV@t8MW+kXF#7l0Rdfl zc5F*I=S?N)cSx;T>t1C&{&A$5rV;Z}R=D=)ouE%R)5grxE z>_!FzzNId(-?HT<$4%@pqI+J*?^Bv-(*X(y?x ztIH}a9mu`YF*Q9}*HzX16-UHpMis0;_|D+HZeN$!*eF0N4t=WtT%2PJD6i;pR8IWx95q<>I1wp#LN(N%DmYJFi@sI0ma6Tlv$64$0zpv<1!RD)V1Tc`|845X0-O!;MeNqDUAxm-%W5=P&~t-KDxE5K?v$cp>j+b>fot&2^z^BT zmKpMl-6^@aMn)o>)aA52r}ppPe}#?BPN>ti7^R-Rs2XtvhlT_6s@9n2X?oO+#kwg# z7}HotKG(QaIZamX*-=Cj7OC8XwcRLT+GSYgJNtbStDKft@^@RxQFN5oQ;Imb@8a%0 zGulWeq3~9IzKrf}&U;3&h7ICO#;U2^)NZL?6dD$016L_g`D|L6#w?cRW=*H6ZdxsW z9U)q~;?7@31^$*%uTd6R_a8ia){`K^@shrtOraHfh1cE&;87BO`?%*!GSLI3P~<_IdU7 z>(|JFwe~2T1$`Vkeoa@}fSvf14A#)-jqzXaM%APZay@$N!qBEoyLPu;y|S2^^Xcr~ z1xiQzn8n|xih9f>ON;AUy8!F!uuJI5#O~_ccU&8e^OQ+UhUwA1;as@`8@{*n+qWp| z7-F{i4d)L|ziHt!#8rK&T5N)lY$&G{eJDHpuO8UH{|;4{{k!ZglEo=FpczG_w-F(} zO>g(};U>57PB&+Qrj3nJf;IAyVYIV*kZiV&O^;<{)NUN(Vp9#aTcM`(=Gd&l)T#Y( zgSf-e*n=I>^r(V2Kp5rDOo+Vq@L{h3Bh$tgVL4P)~rn(v{JilEr#W$5|ia$B$Q=9M6&> zjmZw}fHRbVsp+tNFY?rEt*u)H%o_Twit46Kn>K?PO!%tsXy#0N`>_~n=^E`+%diZj z+Q`bw>xgDsm)&!!V6BMd%pkSEwlcem6u&_pi$Y;+@8B>4u1yUOwJl>>t4#TUHD)%Y zpg+xv4bi@igKn~Y`}#r1`I$Ly-MS|vqz}hLtr9dMJ-%UswUhI*%D1MjeLOg}&@QEW zq=)svh=@RHTqTheT!e z)0neoZ3)BpjP*i6?}KNN=A=nF=S*#BVNYum-7npGJTx@x;lnPHA0Y6jfgO^Qlcy6L z9%DY#U)!@kqY%qyEWhC$(z2R4k}KA(_2q6yo<1!_xrm$fbUi&Ex%b1aVA>H*#Okv# zy8lchXUZc-_Nd7vq^wx8W^Yy1+TDBi+R|QyvK+A38jDMX+0vzjbzOrLBd=bSBMt4k zcyauOjT_Tqw@y22psZ_kuAyv&gTpumRjSUKkULRJvVxn5XD>4X+FsuDdLQjgRzZO* zI`1s#uLAr=B*CdqoF)&z_o>^!fny%^!TN0{BT%j`v?X4bt*P1E6ZhyR6>DFz4*H%bSv=Ey zQ2)C|1_s_N)U536c2ows6n<~Nee23y$HA;9bYMZUMc$Os|JDLn&t%~itUKIqw5zYM z{&R`@;8sC^H%ng8imb(GEpKL<^w;u`gN_-%&=OzV-rG(uj1|^Xd=)8d7{_X8%tEm7 z=H0tpOqGVcA%Br#<2686vHWpSQEv?m4awk`k4zvd=jH0NZftmU z)iAN0CMyqn8(W0YE}&0(YhLE$NQ(f+OebGlQ8Xt{R^VQuKGB^!w!=6J5n>Ep-yjj_5hs=@sH z`SS+KJvH5HM|sCZIe?{b`bkn1&0nF-bE22S-dfbYoj2x>t(vl$!Ry%t-jinLF`z+ zwrzapY=}B_N-}-b1F7i-2Hh0(XSlgt)12L1R_roD02flEqJB%R(Y7w}VfgWu7;8om zcz)S4LRB>>yHcxUY^&gz?wE|~IZQ9zV}7pp)AY_=x{#`TL0#Vx`F)NZ>xFS~?_(9@R9lZM${~xbj~5X2b6Lw@q0+phzYAB4YAe+r@G)Knj`=A5t#DmYsXR(Qn(FN@ID z!G21q<^kOOn^YpDrKOrsxpPeD_=XH0F5S^bippAH=~r4M=5M5QKaoCd_UzdN3EzGJ z4liF|LdQOrrH*T7Q18BH_ikU!@e?OX%j%qcS{Sy;!qjvRWmbCt{yn>PwI(i^*}hC{ zjHdW#%02Dv z?X!rRclI5xei+92qaowQUC5pryFW$yKo7Go$J~p$9JcuU>E<5&fu)^HhV^Dwn45>q z(d{N{qS8yWLVN=oCNYX@B$ot&C`VH5U?SUXs8!;*b3ehML?csvAbiJ;R=?e*p^Wgu zRLwFzEnHM~z$H5Ygx|0~?$V}-HVGg?ztLx;AeByI_UuAptG)Z{(uDpCFXCk9Gw3uHz_`=y)15f^56La}UaIiJ7m$-$O z%tzC0{^U?{BwarFzf}xvQw4Zai0J430v7f$_K>^*WSY*Qnq&qENP_i!KrFG6cGn!k!$nk{Ln4i&qnp;mIXw}Ors(~k5q{4L*u>k8$2qFr$EKUTFZZ&g{C(prT?!A{#!u* z{?nWq?B~gfcaIrJ@Rurm?dxkbgS5t|j>EuNu5aJMxteST9g0hOM2R;Q2@R6f{K5wh zAKoSF9XfW*@7ApuYO9`+)k!xc8SWFk!)kUi!*FCw*ZUpjP(Y&6?bWqwSBZ+(_fw|^ zzsmHo+JFF?yYy_bcC3lY3C%51e4kK85i7sQ|1^lFT-VrW3$RuP`<&wP(b0A>z z-lQZ|nuNW~WM&duPd+V_k=8DomoDv#$(P;;=~H$l=^oz>HkLaVE*q-A2V~v9pD^oT zJSVwCHiys6qMu8~c3SkMR0g*|cvfuQtU9Yd?R9SoF@?x65ubrEeKFiA4ttR&*SIVE zNBo}sP3QTNOs^WI9~4W=^_$^s#yn39wRa1kNj_lDg^L$QsH+F#Bqk;?r8Al*>WqPM z6=}O$;PM+D$AFK}FcmcKi(%g1!?4h(6pPBi`axC1K3!eruFfa53MV!HX#4j{ zE}LIp(_`HZ512J`Zgfz3diq+BC8rM$`o2ha9simTv@P@E!m~rqnKo8-m2*E`U0ux= zng!1pWuBj#Snez8lRF_`Z&D9V){BkPFp6BH3#d~lbMfR}M zdC@t3zTgdFqK^}X;XlJc*$zcS3_@oSG$V4bmzNj6yDVV4`?GOW3gPcQtIndxtDbmn zq2;XREo)QFRYr|E1Cw!J{`~oC;f~b9%dR<(#8E=H_xt){S?k9~V=?F76m(@g{;)>M zJp~z{pddeXg@pFuMY45k3{ZXF-vpo?p`me5~hW3=J3F%0Y^LAjd;r*w+@v z6xxXq3FX_)eM1jGvV0h-w#(NSMq&K8v13m$fk7euO9;12ppdeQ!`Hx!-Me*bC)kVb zpYLVEPscZx0>x00qd@8@yZG*J!hdc_NhpH>MrpaTK%Pa<>*HW=KNwJx|D7Ug7hcPD zLG9FWQ>I*_>d&w9Y9B0CZ9|(sQD8bnMMa|W6TbK>SFN(9+4xaYa~GjNAne;4fNr|_ zZXJ!YurE(gh6ZCS;Xr_KRK4u03X*r0#@?QC83j$zsxKFu{Zm)EL$)4Gkc zG}DIrv3SQYAE(WmKOvt zOe$9qeiaoJSI`wv!gY`6WYX(lv|WNvUXFp5XX53Cp6f}S&e`TVIyb*(Q-qvtc1jfE zNPf3vVeKLjTQg5VBx}sl12}*DIpx6n@7r5K4o$Vu3(p&q6AYe8R@s85H``QKS6Ac+ zUjPa4T1LnCa-`%fNRAAK@{bdis7ivHZZb-W^$}CF=3`C6|?uB(pqS2VLOv- zVv8(}@P`-_XIGuO-5D!&vVftf?tw`N(2sr+-7ki!V@31d`p|K!I&vbr z*{sW9Y70>-=AAZ*vqz{&OI`eYtTS0jBJ5Cc8NU7Eh5Yn~3p4peuB_E`3%PrZ7ER6_ zeRfVUs5wD>^Web)AaX-9Gqa(smM+JCGnur6|5P`ce7ej%{{EeMcJwjR$z=u6#D`AV zHiqKEdgaPC(MEpssde@B)&#DrZZ#^*3)Hnp=YWmabZ|NnljRZ@H@91ihV!^#nUpmC zsHWj!uiVNIX|F5NEu)i8#24DFS27}G1hATHIhG-?Z90&YtzXR(%~LyajHfl}4f*m-1++Sc=g=GTN8)ca;2mY?Z(?1;*6+l(8HEtwTA3nJqPA(i?{;;G(j;g(V`}W=R{xUl}8R%TTrmx?ezncmN9bPi< z+_x=_MzyuIp<}IYdDTBO+dj0<^Gx?Y=Y88w`atDn|LenoiVq)d5ioGi;$+9rWX4be zhDTy4eR}h7D^-*<-2n}h&|`bUc~!iB4-?YWe%rR$>(-4RsP5$^`sd5EZ=VI9p_`s( z902Mk3q)c$-0JpJmm6=k`lp<&S|>w+G6q}vY5GCB_^(8{%pZ8UpRBBo;A5iCp6wx9 zK%E2~^b{RI6$NHA?l8;ek3U#8p2bIEpf{h7IbDx)%da0Lja6ZSKvrl%qc-?-{6|@k zabdoCh=E4~-6LG@efN)I^8vKa3K_Fp;dH!aQ0~(va@#Dz>Y0MI%9@&?h-RiJoR)uD zbEBztnS+y)VygM*n7iF&qtBdq%#@!h=(NBLE187>D{9K#{asCcC;U=z^lyL8EM+Ib zh~#o1B_$H<&iF%|X_520kfg z^6Kg%#iXkzcB%b;1^U^34a_mGX{s=DA19I&$=~hE23%PGC0J#O@Iwb}~kh-rOlQmx&_9=d5cA527%at+x}?9V#tD?KBB z-&puOv>yw2qokyy*kh(AO%tN2LY~lGD+Zm<+^c#fe0058AIh3A=Ro(r3B%0?Drsv+ zbnnqa4B$xpR1RMoPF=+GCcd1QSs}(G0m=%}5uC`^tv?RWLkN_Hzh;-_lV%R{7p4!Q zYOS;a0|rbvx?#hHwLpRD0|!w>`Rv~Pm`2^#w+iNY7;f2^Pq$idLh}$}VLdE`6oTjK zL1!eSe8njmKa0uY??j}$t}Yq$r!GTTvq-bZa`mgrDZ`bfOgT={5K~P~X#1*sF14E= z&uFSCvWriyr)|&8&fdd?kav5?7RLK+WyeiMly6&>{z12wZB38i$t8|AyYz4m$K`wm z<6l>eaLCQp1SKvGk?C@!Z*0OsyBhb7T`@*^9p7}vPQ@UNAY^tb01_flh2;h@v}x+z5U4X)EOhYcHci35%DF9oB-o+togzw<}a z<;P$~Y8@t4Qj;<4E0TIbt2Tvn|)P6yhg;KYHZIW3ac}$B&bhP*vq+zgueJ2AYoC{dpNZLVEha zg9p6{Wj5G8)}cr-G&k=^5Fx?xx2fsogfctIU}L4Xlb!`e4$>#z$F$*pXzze zJNdY}Z2egC|bxzjH^IC^-Zg1s~_JaFCgQz>pzZexO>I zL61nJt3%4jLCHZY;1%qhodr0?b0EX0ep*Mvee=$pHYD}iP|zT)oe&LjF%^}SQI{@V z%Dz$Z^5tzv0_+kc11*PkiJe@`YR;m*A0;s9-mugMM9Nc$G6sLx5pR?OPk0mdb|ep;j|*m{Yt z+a;JI?jdmI>D3#T#}_BYTV@_rt1Z6SVN|V!{p~y96RCGMl&1G(cy}k}(Fp)9V3zSa zbpUwaNLaR6?7TtdM}8S5c%-cH_vLh8D?!nLy7%xO2Xl5iD@#JCmhzVO@fnmpeYk?S z0P+#2+DHP^5dH3`qy%Md!$5ZhQ@YRgY=e^L&s#~51k2E-AV_J)STk|OiuyaDJ1B*2~WnSac>RV~X zNYf=jWlz&x9hv;t32HX>rru#p>HB@tp z0)?T0rR4zz`+>m}x{a26Db46d&I$Yy__Ka@N~Tux$kq9GcXi>te+h1sNos9DO5$tG z-~8-1Y@uRuj-Kw?()39b40rWTPqj$`_+jXiST6Q0&D-fNVzYlGdIl+W;7`pitn2`! z3MZ{sUH}G-Zs0BrKnmJd4EWo?9tvcbh#@fxOSp`Et_#X_$B!c>_i!`ynm?1@>bB|8qlX|+!R_LHo?wv!M_b$3nO8Peyt_Aa z`M?0%bKP^~ZNIELIQ!y2>Mcrs0d3nUB}v|(nW}>`I(X#BZkG0;iZ%N)LS5hhH^on! z&)fl-?XRK2Qr6@TR8&&3=A87au_?o64Sc&~dqadr3gG7+vAHRd>yThKJ&sFAY~I2~ zgJb8rO6W~Dytvc>=}uc@5B5yc6*RM^+i&F=GiDqFt`XEBh!OL6_Zr3B0ioUpCuu{o zE{8(CbMhQ9`RDP21mbx6Uos4s(pl*f!SIQ7_Z~cG zW1!w8p5jX4%|H`LaFj3>*ag@e1+In0a3=5*l;Q!fNRa^oojX^2e43Jy;;hw@yw2LA z^_#%AX79{w_fH!D5Cip;1#C>?Cd4+%!FlGD2argupqE(7(CyHhL;if0vsFE{X7L99 z6zSzx?RShCJz6iag#0Bd3g^ z>PZ%)5&FpaBo(LMRfb}CJH-xV*lCbIBWvp+;51JWo`?<{Zv!1Bo<+wM+J#MXM;La= zkC39nR~rgIL-xJi7@K#JK@V(Vi?MWU9o9cQ&x%bGH z%)^I!WFR(nVh1QFK$}I$Xw`Xx^@6kdKC@E?VfY%EqO3Z{u-Mh`?9-q1)g#`TCHUC} zsMRXIudF-_C7yw#Qmo_V&70ZnpCh-e zOM*&2xlo#}eNE=!{VAD8AYQO`ZG~QU?~KSS3Lqf^v9;Yr`Er`n3KN`zJo2u)k+HFC z@7{ZeyVk4}L4|ee-@miZj8>rTE-o&E$BykrENI`c`f9ha?Y_6qF-M7cH z^1Oqq>!c@7pCVOi2fL%T`1p5SZC4TM_otj?5UUg;4R#sD>CTvO>sRT3Y_n-MjoUwW zv;_~Q+SnI1MCN$d`%j-5Ms4#~tL?LT<;vZ3xcxQlC4dOK&z(DWb?~1*f26(TYaXEn zqU=E|wHv-|dQ$Oi5-p)rXf-&@*_n1uhK4j$J-<-{NV1$xyvJod5bKE94P=3 z`q0OpYXk*CbYfp1Nsvl4@518;7$QB0Fa(vqgC&SK1)-Hxv{8qVBNOCbE}A#5wS=d7 ziZ4_G(g>(7HX^YQ{;D;o&>i$5_8HDwr6qj}?qK(n~@9c!Xy zT@+FrWJeH*eMBFRB4f>#WwpOEI;UI)S)yHcNL1shzoeD7>213|rO$y`Q9Giel?3(z zp-Y<4i8DD3^eS>ZY35CNxq{^&_7C@tQI4G?V^?HJ<^=7g2vQ&)p{km`Y10_WS%Ctj zJUPS~2AzHkNhT2ZlD(gt_pNm3{!Yis$$1_dE}bp!RWXp+ z3d+ju!D!S!N$2k0zkj;!rwMH%_5$bT6TDsg)6uP?r$mCXwIb= za&;3Z>CLB49rc6I5p;!)LQa^@kusYJb1@bx0B+=iTgQeOty;g{pJTaKifTWbZ=`KX zQEuz*YX9$!?w{7Ldv5TQzP3Be-(fV+>V&?ojtMt-4oxEtv3^gU7=aKWKoeRQQ5WMh z8$j)(RkRgATG^o~IrweK{Qv@_csw6b)`-VbBmhVjIHla~J$rxzzD6b$esq$!eCpNc z_}^b>%zu5MICKa68@}^y_~idunkmEg_AuisTds9TSzqt9f7)mQj(Gn?GQ*Sq-Hd<# zG0TW?DV>t_zy6>k%3jJ}{NBG`-e0)>-vj#ZpKIj*&lhKR81>(OwO`FNiMI3q=P#}G aGHm~?B5b2sEr&TJ`g#j>&(Bz~^M3%y4)_fK diff --git a/index.html b/index.html index 84cace0..626bc34 100644 --- a/index.html +++ b/index.html @@ -121,7 +121,7 @@

      arc_distance

      - + - + - + - + - + - + - - + + + + + + + + + + + + + + + + + + + - + @@ -247,7 +273,7 @@

      growcut

      - + @@ -258,9 +284,9 @@

      growcut N/A -

      - + @@ -268,12 +294,12 @@

      growcut

      - + (0.001) + @@ -284,7 +310,7 @@

      growcut N/A -

      @@ -361,9 +387,9 @@

      julia N/A -

      - + + @@ -376,7 +402,7 @@

      julia

      - + @@ -387,8 +413,8 @@

      julia N/A -

      + @@ -400,7 +426,7 @@

      julia N/A -

      @@ -479,7 +505,7 @@

      pairwise

      - + @@ -492,7 +518,7 @@

      pairwise

      - + @@ -505,7 +531,7 @@

      pairwise

      - + @@ -513,12 +539,12 @@

      pairwise

      - + @@ -530,8 +556,8 @@

      pairwise

      - + (0.001) + @@ -539,12 +565,12 @@

      pairwise

      - - + @@ -552,12 +578,12 @@

      pairwise

      - + (0.001) + @@ -569,8 +595,8 @@

      pairwise

      - + (0.001) + @@ -583,7 +609,7 @@

      pairwise

      - + @@ -596,7 +622,7 @@

      pairwise

      - + @@ -607,9 +633,9 @@

      pairwise N/A -

      - + @@ -620,9 +646,9 @@

      pairwise N/A -

      - + @@ -633,7 +659,7 @@

      pairwise N/A -

      @@ -702,7 +728,7 @@

      rosen_der

      - + @@ -710,12 +736,12 @@

      rosen_der

      - + @@ -728,7 +754,7 @@

      rosen_der

      - + @@ -739,9 +765,9 @@

      rosen_der N/A -

      - + + @@ -754,7 +780,7 @@

      rosen_der

      - + @@ -765,7 +791,7 @@

      rosen_der N/A -

      From 9f393db8a70e2c4410199d5020c0632ed672068c Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Mon, 15 Jul 2013 21:35:49 -0100 Subject: [PATCH 49/54] Update documentation --- benchmark_results.json | 564 ++++++++++++++------------- images/arc_distance_logscale.png | Bin 57746 -> 58338 bytes images/arc_distance_zoom_5x_best.png | Bin 61611 -> 62080 bytes images/growcut_logscale.png | Bin 33673 -> 33791 bytes images/growcut_zoom_5x_best.png | Bin 37523 -> 36403 bytes images/julia_logscale.png | Bin 41158 -> 44101 bytes images/julia_zoom_5x_best.png | Bin 46284 -> 48094 bytes images/pairwise_logscale.png | Bin 80153 -> 83632 bytes images/pairwise_zoom_5x_best.png | Bin 84434 -> 87777 bytes images/rosen_der_logscale.png | Bin 39843 -> 38909 bytes images/rosen_der_zoom_5x_best.png | Bin 41406 -> 41394 bytes index.html | 182 +++++---- 12 files changed, 402 insertions(+), 344 deletions(-) diff --git a/benchmark_results.json b/benchmark_results.json index 6b2b1bc..f60e665 100644 --- a/benchmark_results.json +++ b/benchmark_results.json @@ -5,113 +5,113 @@ "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance", "records": [ { - "name": "arc_distance_numpy_broadcast", + "name": "arc_distance_pythran_nested_for_loops", "cold_time": null, - "warm_time": 0.0010790824890136719, + "warm_time": 0.001032114028930664, "all_warm_times": [ - 0.001127004623413086, - 0.0010790824890136719, - 0.0011730194091796875, - 0.0011348724365234375, - 0.0011169910430908203 + 0.0011420249938964844, + 0.001055002212524414, + 0.0010781288146972656, + 0.0010609626770019531, + 0.001032114028930664 ], - "std_warm_times": 3.0241627598201365e-05, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", + "std_warm_times": 3.7226723054896636e-05, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_pythran.py", "rank": 1, - "speedup": 52.62152010605391 + "speedup": 54.64218064218064 }, { - "name": "arc_distance_pythran_nested_for_loops", + "name": "arc_distance_numpy_broadcast", "cold_time": null, - "warm_time": 0.0010828971862792969, + "warm_time": 0.001062154769897461, "all_warm_times": [ - 0.0011250972747802734, - 0.0010828971862792969, - 0.00109100341796875, - 0.001107931137084961, - 0.0011029243469238281 + 0.0012829303741455078, + 0.001062154769897461, + 0.00115203857421875, + 0.001154184341430664, + 0.0011858940124511719 ], - "std_warm_times": 1.4528282173538354e-05, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_pythran.py", + "std_warm_times": 7.095980999538455e-05, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", "rank": 2, - "speedup": 52.43615147512109 + "speedup": 53.09674523007856 }, { "name": "arc_distance_theano_alloc", "cold_time": null, - "warm_time": 0.0011289119720458984, + "warm_time": 0.0011310577392578125, "all_warm_times": [ - 0.0012540817260742188, - 0.0012290477752685547, - 0.001148223876953125, - 0.0011289119720458984, - 0.0011601448059082031 + 0.0013039112091064453, + 0.001190185546875, + 0.0011589527130126953, + 0.0011310577392578125, + 0.001194000244140625 ], - "std_warm_times": 4.863005003051606e-05, + "std_warm_times": 5.8774004960682408e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_theano.py", "rank": 3, - "speedup": 50.29883843717001 + "speedup": 49.86214165261383 }, { "name": "arc_distance_theano_broadcast", "cold_time": null, - "warm_time": 0.0011911392211914062, + "warm_time": 0.0011670589447021484, "all_warm_times": [ - 0.0013020038604736328, - 0.0012209415435791016, - 0.0012030601501464844, - 0.0011911392211914062, - 0.001210927963256836 + 0.0012891292572021484, + 0.0012171268463134766, + 0.0011670589447021484, + 0.0012400150299072266, + 0.0012640953063964844 ], - "std_warm_times": 3.9421082742675153e-05, + "std_warm_times": 4.1799339669914446e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_theano.py", "rank": 4, - "speedup": 47.671136909527625 + "speedup": 48.32400408580184 }, { "name": "arc_distance_numpy_tile", "cold_time": null, - "warm_time": 0.0012850761413574219, + "warm_time": 0.0013239383697509766, "all_warm_times": [ - 0.0016589164733886719, - 0.0013489723205566406, - 0.001322031021118164, - 0.0013129711151123047, - 0.0012850761413574219 + 0.001811981201171875, + 0.0014109611511230469, + 0.0013239383697509766, + 0.0015079975128173828, + 0.0013880729675292969 ], - "std_warm_times": 0.00013817705848849997, + "std_warm_times": 0.00017216189583481835, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", "rank": 5, - "speedup": 44.18645640074212 + "speedup": 42.59787502251036 }, { "name": "arc_distance_numba_for_loops", - "cold_time": 0.6598680019378662, - "warm_time": 0.01122283935546875, + "cold_time": 0.8395638465881348, + "warm_time": 0.011101007461547852, "all_warm_times": [ - 0.011639118194580078, - 0.011374950408935547, - 0.011403083801269531, - 0.01122283935546875, - 0.011378049850463867 + 0.011259078979492188, + 0.011219024658203125, + 0.01155400276184082, + 0.011101007461547852, + 0.011178970336914062 ], - "std_warm_times": 0.00013387838205918876, + "std_warm_times": 0.00015487587216813593, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_numba.py", "rank": 6, - "speedup": 5.059589564921822 + "speedup": 5.080346212495436 }, { "name": "arc_distance_python_nested_for_loops", "cold_time": null, - "warm_time": 0.05678296089172363, + "warm_time": 0.0563969612121582, "all_warm_times": [ - 0.05799388885498047, - 0.059461116790771484, - 0.05897998809814453, - 0.05678296089172363, - 0.05697798728942871 + 0.0607759952545166, + 0.0563969612121582, + 0.05726981163024902, + 0.059216976165771484, + 0.058502197265625 ], - "std_warm_times": 0.001059555738875288, + "std_warm_times": 0.0015236464754676837, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", "rank": 7, "speedup": 1.0 @@ -127,57 +127,57 @@ { "name": "growcut_cython", "cold_time": null, - "warm_time": 0.006227970123291016, + "warm_time": 0.005984067916870117, "all_warm_times": [ - 0.006752967834472656, - 0.006559133529663086, - 0.006483793258666992, - 0.006402015686035156, - 0.006227970123291016 + 0.008294820785522461, + 0.006506919860839844, + 0.006515026092529297, + 0.005984067916870117, + 0.0065860748291015625 ], - "std_warm_times": 0.00017335200928170522, + "std_warm_times": 0.0007887390603794214, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx", "rank": 1, - "speedup": 1643.419875966618 + "speedup": 1805.553368660106 }, { "name": "growcut_pythran", "cold_time": null, - "warm_time": 0.0106201171875, + "warm_time": 0.01003408432006836, "all_warm_times": [ - 0.011934995651245117, - 0.011780977249145508, - 0.0106201171875, - 0.011717081069946289, - 0.014873027801513672 + 0.015601873397827148, + 0.013773918151855469, + 0.011842966079711914, + 0.012469768524169922, + 0.01003408432006836 ], - "std_warm_times": 0.0014226057833268233, + "std_warm_times": 0.0018686293594396928, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_pythran.py", "rank": 2, - "speedup": 963.7530082614943 + "speedup": 1076.7852492515326 }, { "name": "growcut_numba", - "cold_time": 0.7253401279449463, - "warm_time": 0.045042991638183594, + "cold_time": 0.7984809875488281, + "warm_time": 0.04455399513244629, "all_warm_times": [ - 0.045042991638183594, - 0.046922922134399414, - 0.045081138610839844, - 0.045456886291503906, - 0.04484391212463379 + 0.04487299919128418, + 0.04455399513244629, + 0.04504704475402832, + 0.05878090858459473, + 0.05613398551940918 ], - "std_warm_times": 0.00075321831136623818, + "std_warm_times": 0.0062471165407834437, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_numba.py", "rank": 3, - "speedup": 227.23112997819229 + "speedup": 242.50471710734027 }, { "name": "growcut_python", "cold_time": null, - "warm_time": 10.235169887542725, + "warm_time": 10.804553985595703, "all_warm_times": [ - 10.235169887542725 + 10.804553985595703 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_python.py", @@ -200,64 +200,80 @@ "group_name": "julia", "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia", "records": [ + { + "name": "julia_pyopencl", + "cold_time": 0.01613903045654297, + "warm_time": 0.002377033233642578, + "all_warm_times": [ + 0.0024411678314208984, + 0.0026061534881591797, + 0.002377033233642578, + 0.0024039745330810547, + 0.002485990524291992 + ], + "std_warm_times": 8.0464062837058088e-05, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pyopencl.py", + "rank": 1, + "speedup": 1886.6442326980944 + }, { "name": "julia_pythran_for_loops", "cold_time": null, - "warm_time": 0.0025348663330078125, + "warm_time": 0.0024759769439697266, "all_warm_times": [ - 0.004912137985229492, - 0.0028710365295410156, - 0.0025348663330078125, - 0.0029311180114746094, - 0.002733945846557617 + 0.004464864730834961, + 0.0025098323822021484, + 0.002747058868408203, + 0.0024871826171875, + 0.0024759769439697266 ], - "std_warm_times": 0.00086850252133539743, + "std_warm_times": 0.00077042824163448486, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pythran.py", - "rank": 1, - "speedup": 1673.342268623025 + "rank": 2, + "speedup": 1811.2511314395763 }, { "name": "julia_cython_for_loops", "cold_time": null, - "warm_time": 0.004202127456665039, + "warm_time": 0.004043102264404297, "all_warm_times": [ - 0.004542112350463867, - 0.004534006118774414, - 0.004435062408447266, - 0.004202127456665039, - 0.004391193389892578 + 0.006485939025878906, + 0.00414586067199707, + 0.004261970520019531, + 0.004352092742919922, + 0.004043102264404297 ], - "std_warm_times": 0.00012363649155725952, + "std_warm_times": 0.00092001797630864024, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_cython.pyx", - "rank": 2, - "speedup": 1009.4170212765957 + "rank": 3, + "speedup": 1109.2017336950112 }, { "name": "julia_python_numpy", "cold_time": null, - "warm_time": 0.17325592041015625, + "warm_time": 0.16751503944396973, "all_warm_times": [ - 0.20347309112548828, - 0.17347383499145508, - 0.17325592041015625, - 0.18551301956176758, - 0.1885831356048584 + 0.21197891235351562, + 0.2111361026763916, + 0.16882705688476562, + 0.16875910758972168, + 0.16751503944396973 ], - "std_warm_times": 0.011180650706071306, + "std_warm_times": 0.02116574252400126, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", - "rank": 3, - "speedup": 24.482274373596372 + "rank": 4, + "speedup": 26.771423366338887 }, { "name": "julia_python_for_loops", "cold_time": null, - "warm_time": 4.241698980331421, + "warm_time": 4.484616041183472, "all_warm_times": [ - 4.241698980331421 + 4.484616041183472 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", - "rank": 4, + "rank": 5, "speedup": 1.0 } ], @@ -292,202 +308,218 @@ "records": [ { "name": "pairwise_theano_blas_float32", - "cold_time": null, + "cold_time": 0.005486965179443359, "warm_time": 0.0006971359252929688, "all_warm_times": [ - 0.0012710094451904297, - 0.0009500980377197266, - 0.0007050037384033203, + 0.0009479522705078125, + 0.0007021427154541016, + 0.0007429122924804688, 0.0006971359252929688, - 0.0007100105285644531 + 0.0008749961853027344 ], - "std_warm_times": 0.00022354891872955864, + "std_warm_times": 0.00010068497611155062, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 1, - "speedup": 35800.13030095759 + "speedup": 31019.385430916554 }, { "name": "pairwise_theano_blas_float64", - "cold_time": null, - "warm_time": 0.0010538101196289062, + "cold_time": 0.002195119857788086, + "warm_time": 0.0010600090026855469, "all_warm_times": [ - 0.0013308525085449219, - 0.0015850067138671875, - 0.0010898113250732422, - 0.0010638236999511719, - 0.0010538101196289062 + 0.001837015151977539, + 0.0010600090026855469, + 0.0010669231414794922, + 0.0011081695556640625, + 0.001071929931640625 ], - "std_warm_times": 0.00020705978133275709, + "std_warm_times": 0.00030455873364720957, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 2, - "speedup": 23683.163122171947 + "speedup": 20400.513495276653 }, { "name": "pairwise_python_numpy_dot", - "cold_time": null, - "warm_time": 0.00156402587890625, + "cold_time": 0.00816798210144043, + "warm_time": 0.0015821456909179688, "all_warm_times": [ - 0.0021131038665771484, - 0.0015859603881835938, - 0.001605987548828125, - 0.00156402587890625, - 0.0017058849334716797 + 0.0016090869903564453, + 0.0016598701477050781, + 0.0015881061553955078, + 0.0015821456909179688, + 0.0017151832580566406 ], - "std_warm_times": 0.00020488918659130746, + "std_warm_times": 5.0253433522829222e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 3, - "speedup": 15957.253201219512 + "speedup": 13667.97513562387 }, { - "name": "pairwise_numba_nested_for_loops", - "cold_time": 0.2399449348449707, - "warm_time": 0.012650012969970703, + "name": "pairwise_pyopencl_cpu", + "cold_time": 0.675199031829834, + "warm_time": 0.002012968063354492, "all_warm_times": [ - 0.013544082641601562, - 0.012813091278076172, - 0.012650012969970703, - 0.013597965240478516, - 0.013025999069213867 + 0.002012968063354492, + 0.0021500587463378906, + 0.0021088123321533203, + 0.003638029098510742, + 0.002165079116821289 ], - "std_warm_times": 0.00038262768471366697, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", + "std_warm_times": 0.0006138134988764826, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pyopencl.py", "rank": 4, - "speedup": 1972.9273813562515 + "speedup": 10742.707923723794 }, { "name": "pairwise_cython_for_loops", "cold_time": null, - "warm_time": 0.012906074523925781, + "warm_time": 0.01259303092956543, "all_warm_times": [ - 0.01318502426147461, - 0.014395952224731445, - 0.01353597640991211, - 0.013376951217651367, - 0.012906074523925781 + 0.013206958770751953, + 0.01360321044921875, + 0.013031005859375, + 0.012829065322875977, + 0.01259303092956543 ], - "std_warm_times": 0.00050380989000118237, + "std_warm_times": 0.00034311405434901926, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", "rank": 5, - "speedup": 1933.78373235794 + "speedup": 1717.198034798084 + }, + { + "name": "pairwise_numba_nested_for_loops", + "cold_time": 0.23346185684204102, + "warm_time": 0.012665987014770508, + "all_warm_times": [ + 0.012866973876953125, + 0.012930154800415039, + 0.012665987014770508, + 0.012911081314086914, + 0.013889074325561523 + ], + "std_warm_times": 0.00042863418106092716, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", + "rank": 6, + "speedup": 1707.306974117647 }, { "name": "pairwise_parakeet_nested_for_loops", - "cold_time": 0.11432290077209473, - "warm_time": 0.014545202255249023, + "cold_time": 0.16734886169433594, + "warm_time": 0.014348983764648438, "all_warm_times": [ - 0.014807939529418945, - 0.014693975448608398, - 0.014545202255249023, - 0.014606952667236328, - 0.01485896110534668 + 0.01544809341430664, + 0.014725923538208008, + 0.01450204849243164, + 0.014348983764648438, + 0.015118837356567383 ], - "std_warm_times": 0.0001179339278879256, + "std_warm_times": 0.00040378700633643606, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", - "rank": 6, - "speedup": 1715.8618027439475 + "rank": 7, + "speedup": 1507.056410341619 }, { "name": "pairwise_parakeet_inner_numpy", - "cold_time": 0.15318512916564941, - "warm_time": 0.014742851257324219, + "cold_time": 0.15027713775634766, + "warm_time": 0.014448165893554688, "all_warm_times": [ - 0.014776945114135742, - 0.014742851257324219, - 0.01474905014038086, - 0.016047000885009766, - 0.0157010555267334 + 0.014657974243164062, + 0.014636993408203125, + 0.014887094497680664, + 0.014448165893554688, + 0.014552116394042969 ], - "std_warm_times": 0.00055852057859786381, + "std_warm_times": 0.00014549866845014282, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", - "rank": 7, - "speedup": 1692.8582217478493 + "rank": 8, + "speedup": 1496.7109405940594 }, { "name": "pairwise_pythran_nested_for_loops", "cold_time": null, - "warm_time": 0.01623082160949707, + "warm_time": 0.015980958938598633, "all_warm_times": [ - 0.016474008560180664, - 0.020010948181152344, - 0.01908707618713379, - 0.01743912696838379, - 0.01623082160949707 + 0.016999006271362305, + 0.021449804306030273, + 0.017333030700683594, + 0.015980958938598633, + 0.016203880310058594 ], - "std_warm_times": 0.0014753948234956125, + "std_warm_times": 0.0019911645523690183, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pythran.py", - "rank": 8, - "speedup": 1537.6644241079953 + "rank": 9, + "speedup": 1353.1558429933311 }, { "name": "pairwise_theano_broadcast_float32", "cold_time": null, - "warm_time": 0.03693103790283203, + "warm_time": 0.03696417808532715, "all_warm_times": [ - 0.05641913414001465, - 0.037689924240112305, - 0.03704500198364258, - 0.03693103790283203, - 0.037606000900268555 + 0.0578920841217041, + 0.03751516342163086, + 0.03696417808532715, + 0.03719186782836914, + 0.0372309684753418 ], - "std_warm_times": 0.0076462862528005092, + "std_warm_times": 0.008268470772442818, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", - "rank": 9, - "speedup": 675.7881278244029 + "rank": 10, + "speedup": 585.0184985713272 }, { "name": "pairwise_theano_broadcast_float64", "cold_time": null, - "warm_time": 0.050833940505981445, + "warm_time": 0.049751996994018555, "all_warm_times": [ - 0.05564689636230469, - 0.05321502685546875, - 0.05375790596008301, - 0.05267691612243652, - 0.050833940505981445 + 0.05244898796081543, + 0.05151200294494629, + 0.04983091354370117, + 0.05043792724609375, + 0.049751996994018555 ], - "std_warm_times": 0.0015599503319497833, + "std_warm_times": 0.0010387087165005528, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", - "rank": 10, - "speedup": 490.9624694554272 + "rank": 11, + "speedup": 434.65045165927876 }, { "name": "pairwise_python_broadcast_numpy", "cold_time": null, - "warm_time": 0.10264205932617188, + "warm_time": 0.09984707832336426, "all_warm_times": [ - 0.17792582511901855, - 0.10375404357910156, - 0.10264205932617188, - 0.10686898231506348, - 0.11283302307128906 + 0.17253804206848145, + 0.10148501396179199, + 0.1002950668334961, + 0.09984707832336426, + 0.10080385208129883 ], - "std_warm_times": 0.028779093786653945, + "std_warm_times": 0.028777274546581046, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", - "rank": 11, - "speedup": 243.15136628015014 + "rank": 12, + "speedup": 216.5784750793359 }, { "name": "pairwise_python_inner_numpy", "cold_time": null, - "warm_time": 2.0987398624420166, + "warm_time": 1.8940620422363281, "all_warm_times": [ - 2.0987398624420166 + 1.8940620422363281 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", - "rank": 12, - "speedup": 11.89168672573228 + "rank": 13, + "speedup": 11.417117012106333 }, { "name": "pairwise_python_nested_for_loops", "cold_time": null, - "warm_time": 24.95755696296692, + "warm_time": 21.624727964401245, "all_warm_times": [ - 24.95755696296692 + 21.624727964401245 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", - "rank": 13, + "rank": 14, "speedup": 1.0 } ], @@ -501,89 +533,89 @@ { "name": "rosen_der_pythran", "cold_time": null, - "warm_time": 0.0047070980072021484, + "warm_time": 0.004765033721923828, "all_warm_times": [ - 0.004968881607055664, - 0.004769086837768555, - 0.004825115203857422, - 0.0047070980072021484, - 0.0066890716552734375 + 0.005203962326049805, + 0.004765033721923828, + 0.004912853240966797, + 0.0049800872802734375, + 0.007377147674560547 ], - "std_warm_times": 0.00075360403207956324, + "std_warm_times": 0.00097498023290960758, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_pythran.py", "rank": 1, - "speedup": 2219.519525907917 + "speedup": 1950.9236965876114 }, { "name": "rosen_der_cython", "cold_time": null, - "warm_time": 0.006192922592163086, + "warm_time": 0.006125926971435547, "all_warm_times": [ - 0.008554935455322266, - 0.006691932678222656, - 0.009126901626586914, - 0.007100105285644531, - 0.006192922592163086 + 0.009800910949707031, + 0.006257057189941406, + 0.006396055221557617, + 0.006125926971435547, + 0.00634312629699707 ], - "std_warm_times": 0.0011203100781707021, + "std_warm_times": 0.0014111072774664151, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_cython.pyx", "rank": 2, - "speedup": 1687.0057362848893 + "speedup": 1517.5200825095353 }, { "name": "rosen_der_theano_float32", "cold_time": null, - "warm_time": 0.007856130599975586, + "warm_time": 0.0070650577545166016, "all_warm_times": [ - 0.011465072631835938, - 0.007856130599975586, - 0.009794950485229492, - 0.00797891616821289, - 0.008026838302612305 + 0.012273073196411133, + 0.007844924926757812, + 0.007750034332275391, + 0.0070650577545166016, + 0.009202003479003906 ], - "std_warm_times": 0.0014144716411474041, + "std_warm_times": 0.0018571383932218402, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", "rank": 3, - "speedup": 1329.8526296622258 + "speedup": 1315.802011271218 }, { "name": "rosen_der_theano_float64", "cold_time": null, - "warm_time": 0.009617090225219727, + "warm_time": 0.008933067321777344, "all_warm_times": [ - 0.01388096809387207, - 0.009617090225219727, - 0.01067805290222168, - 0.011893033981323242, - 0.012115955352783203 + 0.01257181167602539, + 0.008933067321777344, + 0.009758949279785156, + 0.00925302505493164, + 0.009509086608886719 ], - "std_warm_times": 0.0014373558688394355, + "std_warm_times": 0.0013122117997136119, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", "rank": 4, - "speedup": 1086.3468775565857 + "speedup": 1040.6523166435359 }, { "name": "rosen_der_numpy", "cold_time": null, - "warm_time": 0.04158496856689453, + "warm_time": 0.042135000228881836, "all_warm_times": [ - 0.05277085304260254, - 0.04256701469421387, - 0.04488015174865723, - 0.04158496856689453, - 0.044415950775146484 + 0.051199913024902344, + 0.042675018310546875, + 0.04257798194885254, + 0.043077945709228516, + 0.042135000228881836 ], - "std_warm_times": 0.0039503500838369279, + "std_warm_times": 0.0034464431013134541, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", "rank": 5, - "speedup": 251.2325077399381 + "speedup": 220.62933790535686 }, { "name": "rosen_der_python", "cold_time": null, - "warm_time": 10.447495937347412, + "warm_time": 9.296217203140259, "all_warm_times": [ - 10.447495937347412 + 9.296217203140259 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", diff --git a/images/arc_distance_logscale.png b/images/arc_distance_logscale.png index 468ebfbac7bce6e1a4d6c4196283d64d30774881..7a636ad7d6897fa5dd987e45eaaadbfa1fe24a9d 100644 GIT binary patch literal 58338 zcmeFabzGL)x-R@07}yF13K*c$7Nr7;3ceypmxM|v4N}q=*npBEAR^t}DNIF0M7l#! z0VyewKGy)}o_p`J_FU_neZKFH?>qd~-plFaectC8&lvZ8)fnrZw3PTNS_WDQg|doz z`lKv{vN(}KS*W~h3I68lH)aO>*J5)~s{Ati*e}z*i+^5jdRoPtLRoW>{NI8|kqA8s zWjlp>^0@r9fZi56`|{D**}=)lyy3G!(DZ=wRO3QJz}I-$%fXykn+Uz9nNN4IOk zy+>UvBcBeI2)hcOsn~Z`aFd|?2SJu}mxkcJ(aBRVuvH6n>3A$R!-YwnYY8m#f9zY(J3C+!JdSIcU4t#gM)+o zQS6vA>n<#yQ1<8^@H4(ruuI(SjUgWgAK%a2N*0q(gzVBCXT~qHvakqbdo{gt6*i~2 zar5SAvw6ARJ1@4wmfx!-qcLgMk}E`{I?Xyd487gMpK5Y^*`QMK-6jPqtMuJxpFCHL zQ;oVg`L|uW!_>hjc?;=Ve<8{gkigQzQuFY_Do}INq zv^=%7wRLE0OlkOAS(@o5(VXe?8OB@~o#tjW*RA|g_!7^Eh=`gVt36TyAD^biv^sU_)Z4l`rJ0!-{igJ|bi)Q&Z6`Z}3+kDs$2&^g zmEu&>z6=cTh=_SCX<>F@ii^hZ4N^}en{i98rMF# ztS`9FclpD%tnBP)ad#%xMw7nAwEOq(%SOqDed+Fw(yxiu`|{@TM2EXb@6Wbu%b3PA zgUjaUB(gu$`W?JH;_ftcf(((nyZgdLi!5iS$1oEV@2p`?@1Ctu(u|UekYYcd9!qYL zfgw6xJx3px_Yvm5>Yl*5f4|J*$B${3Eqmna>#JWK8C<97q%J5ZXf-J^S}phP&6|%y zUrQzIIVqG2r8O0J<<14Vh0Y726=Hl;GmPV|etp+H*5*`)f3D84HenPnJ=XEsH6=$g z!?-2YsELmZUrV;7Ttl)BE43-zNN)0HpSO=sIGI{_(s%FQSGVTbc|Use9PiOP^L3d& zf6rrarivh^nJD9y?5H!|?2TFG5#+1*j2h{(G(Ra(RuxOj%X`Vn$#PyINN_v`Zm{H`3XOD4d<%O9@bDW75iz6c57auAvMr8PRxrm3N!@x3`K zMO0MO;z#>&hmi_#)vT*wn4d2mJ$lrm(NpTnV^9??Nk(;QYAU{|pm1`aAYqfHy-a?7 z{(Uz$MU0_`WoNvTWQ%-E9uRlREw99@aD}M zgVw4T9bMgMl@#5>7F~}pUn02Gv)}An$tZaBB!^*u%J&X%j0qw-i>U-09PI@l^C{*FLYVmUm?mQZ=ZHufYen zHf`DzrG&kAJ9$JI|j}LY0t6nVNa?c-QT>+6OLa zY4!aq`|u&%j(f|NEn=tv4`sv7Z1LsMOm9?7x^${o`@k0Rjvsq_>*&q)WwbqXcBbsw zzP<2GSy@`@Kub=Ysih?^7XL$Lr>Tl>$}a9s?S%`9%gV~`-o3j|>e*4f8nRq(KX~w9 z@K=X>laOyr-1&?T`~1$n9xfL#v9`0f&&89*#*aPTCBD+y+Pb){txdqR-C1FF!J;Lb zcYD6=YAYxRBiSiO!KYyY@}LNa+&3UmBj*PpKpB~ihdS~ zssFt)Orq{650%V!7Vj(5i8L!V?&arKTC{YvJgQ?{dfv=L&(Ppt(#YfZ<|<9c@l&W0 z`fd4n3bQlQlQF2VtQt=5TOBMdExl1mzjj);+K77`(s@Vc-@~FlzVO2Jt$8I%{=yE~ z&CSgtgC)%8Tdb)Jy!u|48ol}P27LZ_YC%R3M>WjaI-%7RN+zGij>VLAKI`84{gO`) zQOR-{>?kqX=qhY86j~;X*VkXyOQm=; za&ju2P<5ftZS?i=(beO4n|4-G(whY{Q>x8zGOp|={=Xzf_b?{n_nH{%vZN2sggB^t zpT4BgHSe-Zn4wv`I1&~343%1e;Zex3GU{v2lB=A}+pYBEt+uS^Zpql9Tm!w9>@+|N zUbD|9`|6WUFdnv$Mx`J{*RQO0Ho>yghwFfU8Cn^8Z9V$Uic%E({+1kt@UvSa0}t02 zGh;pUHD#3dr$2wb9iKjZx%^p8-dOAT*ry99&JF~KHory*3BA2)E4z@8I@kGhc@%#X zzptM^zbL-5hV<%pSll@Yc?HsF(h|wf-VQ10Xlv8i9HnLtv*k) zI?AyB(k&K(5*#Lf)@(J&4Yupgicr=vYDhk1)R-#c=$Oys`0FBihJvG`BW|Ab9}f?Y zUX6^Rlw4YK%e>ZRtLAE+L?&plJqX7+q5AG<}FrsuY|_7eG* zLdpCwQKoh;ht2ZrR6P=3<4ez{8_J*{D8?!WV+Biioblz3Lm9YI9Vz3}J^l-y`3Pr(%wP+MRH zf^xzlB6>W}3A5D-Y}kEPT2awQXK<{j^;*X&R#sN}oN$90cJ(YDETSA;O-wAmv%4|C z%6SK@cj5NAsE3_q?32dWGQ}gL0+T1RwO%T%T`@t=xmvSYh$}j8@5`4jC%Qu1S*YlS zA^GFqw&qRt=P>Xa2Mi4lbA6IIcFei5veL`jTj5JgD2?%JA#Q;-+tKfO=%cKM_jJD# zLM8RFTS%c8Z!-X3HQhQn-WjBGz>h#jf1{qd1fIcbSY3}<90p%)a>`0yINDR^Yw>k7 zGv@2puX;cu{D+LuGwC;Nion0=LEWpkPtU>GM4P`%>6)1QMUmO56f9xG8>_ls$NLMB zOI_UjD%*#~0p0b7ulxC|t2$KH6+2dFNTgc3S5{S}8PsuO0;m+l-I!rxW8<419v)7! z8UE(sV+0VhYSlIYX-%i;G!_*aNnDIfsQjs+(jGVSgZ)V;ELhr6LUuou^O#gge>?0j zkqTU3sNu4hLSZc_kX(RQ>vHE#>Asb$d-j}9OVG$`JP;DbLaJP1;=VZLB+&;Oxsn?k zcO6W5%4ZZ!upv;W;to%ivH(H3JF6MlYdI9f-L@rhN^8`Q4|jS82BNp{NSwcL;Wzx4NO#L~Q5G4j1e0zJdFGtk(`1e-ya2rmuQ-uDxW>=p<(ltKBq^C z-Z)2P>{{2y;CFA|%BZOYe64v~gz3R)aDzVGdO!o1rcr%z6@}upEn)2oWz?(~$LR?@ zOyy|l;2XMSPj#$=l_-U62EeFKk66b8uMoJ6_8?{Vv$q13ZuE~0=dKKXeq}Yrq3^)L z&(F`Lo-L35Er;GRIx{&CgLnAu-Mh+shslvL{x;?OlS=E&zrB~ibgaRQ`x9pYMU#KM zmz_OY`Jg^9SQvq;U`yGvGm{GW_BMe+c8XLg^<8OcO6)yWbw9zXOf#*p(9lSw1daQ5 z?>+)tAhjIG%-~1+OVvEvGytghJ=M;nr-&Ot}IciY5Eg@A!NEgnFZbqFSH&u; z1GAIQv$e#Oep}h5eV{wUU04>S_^@?+ ze1=cROuc(|nK##YMNl|tSy>M?HMK(^l@e{~Mor)yG9Ym`@Rjix*l1A~+Qa7G9`YGC zNA8w@m9Y}Am5LWG zkG;IKW9K29n5gIth1uG;^ILUO#-D029kF`98Q^Fg6O(afPR>?vIzCh~!`#8wTlv*G zfA%%GMn>)>*ZDCz%8R#XVAzoSYV#4RSOV)%e$J2b`<)fj)(-vJxnYmg=7hYTPbw^x>mNYeTe3++O=?I_jC{f(12nRY!TQqoX5`x7d(x>u_gzhT-hgaJlPi z*R5N@4#cpmEAk!ecCoU)dctq=Oj5IW-$N9NT}O{L_h->tuD*S7b5vB6*jRsyYqCx$ zLw|q2n5k)EMevEGS^#i-4o<&5Ee+8ua1_JXtXi{X&91$B-$bhCqz@LY;Mx54?c2KC ze3$9Twpl*F>-}ga>uV-JDz{+C90c2(`^3(jMVrx8fu}Bx2@rTu0iNt{H&H3Uvjrfh z9%6u{K}&{7(0+?9=@38{F~0*kE6I1^Chxkr@qx_s^{439uiF@>B60vM8yt82X8yeWYjzrVD`7?%K0QJUBQwS|cyJtS8Lr z4oZk#Pi-97W1?-^u(27S8;Y?(d*St`Kz<>mMEWRXP|l1Ga-5(F3k&=FIOCyT7axa5 zJe&wwMw$+YhHxXYWI*z*CEUowLxXKfE%)a?hgX4LZ&BZ(L9O&R$!9|abloOcSrLZW zTC%+`dy#s!1r@aHH~ZJ-^M5e)&=!J>*u%}ipyH)XP3Iwr)M9PNPN?NxtI(ZZ2~4e? zdu`As5QOWO!84~Bn^PxG?%lEDlg~q^kuDih{BYHZkHIH+uYBB2nHL<^dK>+)98sBjo->Fl}+e4&+icapKIw;_de19rvONOYhpcps-6mq%i{ zsOH;e-Cnun1y*%g;1MOpBUbWPuO{QRc6YxM&2*X?yi?-{zBM#Dn)kJHA;nY*{5Ivt zW$W(rIX%+4ef6&IT{Bn7Hq z&T?z!_jVn?t#z!u&~p8qFHb^M#JL!(u*Q6c946bY9XZojM@P6ca+OW;Mtwk-*s0%J zax%~&!!QBP=Rey3j{aa1&vyW3pSopa=7WsP2<=%+F+GfH)m4OuCp463A9!oXx8Xud z@WO=)M?T$QKAgQ0Z^yTtzUauKoSd9@K3p78UFD$?l~_+-zJHGfK0e=w)jRV3VEJBN zUIkRRM;1Cu6n(kX>6n=lVq-bu)UssJe`N4C#(npoo7Lieyn}+A$}|bXIjH+EL;~7M zA*1saW$Pp`EYj8qSJCHrl9XmQW~>k?eca=aK`rNKUz5`D2FR$=mm7rU@_JVaY z(c8ef6_u6i)pM?K5EZw5z#OxVkbR(QrS8fwM)lRk3l_%a)I$xD2T$?;c_ZC(&pFjb z0zhYH#tL3BSdV_ML4&L-V_Q!y;e1Io@xt|IjuU#~zSqw?Q+l|qa7i$=`cykxTh;Wo zyEjgq-^8i>9G_{scHOB0x(ewXcNm#J+_}6^sl%_Z=Gtyk-e=3zTrV$l89XZB4#XXW z_GjHEezJebVrA?7z$H4DFE^!L*3nTR7o@}j`JoH6x^DWl2@FJF=N(G8gl<%{EA zAG{tjc(z^t=!U%yJ712|O*zn6Gi@|0c!2r+;XCikg+QMkETx;4Le#|1wtKi^#SCM0 z#-rDyH*u>a>d!)ZW2Hj;G&`v>_bU{|Wr_WlgltEoH8h?H|7u?(aUPQo)Hw#Vl|w+F z{(8;)wbWiRC|gHDY6Asn8M@yN{Ahu~K&^xn`K7Znf{>HLhgG4%R+|(|hhzE@T5{N` z_X#f6^Jd88{*x!0#eFGzivR5y{(PjOYfR1s?htT_D^9h4TLEB(Imk-g?Md~3PLGni znprp&A}Uo$SB;dF6&pFFRaKud+5b51$}FN`)Rdn0NoxSq3(Z9dzz{RyIlgS>!cy{x z%@*JUXU?9Lx3$fdm6c6}M7puI;KaHMpTaqoCH}gJfj0-jz`@Oumlu(}i`}g0!chAg1ko>aqk+Tq& z)^FJ0{p?wPm#pan426#$pAkdC5-<#K48I%8Hyp9*l}0flOJ+w($O`iJ_=$IcYCZQO z<*KyoQ}uxZ2fX}yav#WNXJx&Gq*I~OECZkr0o=A%SXcu!+>JXz88Uwih$ow%pbC_y ztMhkZTC$_?Mio&gmkx_a+xiT1zuwfo<@t=m zmXGoveG904V?(+2foWF-^(GKMI>0>qU9?GCK3|jMZqKiq$Q`zS+eNNlR;FO9n4KGK z`?jgBsp4z>o7_iHBR9MGjc$X%XMcMbf_dEP)ghpI{EeJ^eO08)uD-ScO<V0>8l9pl!rt<&D}v1={9T#LFH_W8`lT$ zRs=_3VdLYgjs8~Dsl(@Q6mRn~Z5%2hc{AX-=YSE2n1j{FqMmg*A$RD$=!p|wA?l-5 z>I2)Ks`Y&GB=XIh(z=rb)=Io2ucuGhH8nLQW>H3>usqL5NXW$~##MtcfoSOuwC0^TefndhOh~MLc5UN1 zmkhX6?2zZsDwUx1RYNl_O$Qm#Fn^Ds_)diTR}VJTgh_0wiIh13slVz5%?d9suTWlt z+DN=LzLFqb10SM&;Fa$^a6lGnNCglY>2Sc462PW)+0FM|T@?Uop}CMRfc90A94BB9 z1PB!a=nv6=P&Lc`WWi!BS6GG;FZ$ouwI^?A%FaFQfT~(XJf8S3W18e zi?#9UF@QgfLvyvn`X)Zex_dXfP>W5S)a$b2&KP*8?Su=3 zlx7-jz8!q)*5aImD0FSTKklyc3Cgh^h$pN$<#Kr~xbX6u4dmX377` zrA^hZIdk#iMITB`X2My9+rh#P6I~cJQd||bXKTM*F9fTG03FAvL2>_f15{5!ATjOq z^z1;oy)nT;Ls{_Pn#1*Y&E6L`<67r}gkMEx6@t5s0_k6=jaBhU2N#RR-`{`uP#*Ij z)vQBI;!!Pp9U|^R@vDpoa@23Q+?s0xuKElwKHO!+rgspWljF8Ow;yY<2EKg0zJ|1( z<`1;H&q8!2eaYHFFw^Cl%UaW&n3F{KDNBHn(J+E36ipf#C?yrnNwow|UML`y{-+`r z#cAF5Pj*lzeiW~XE8^%rBQV^4bB$_W%3m6E`tk&pDEsjtr|xYJRK>rm@|m>8Lh6mg zmHAS}3325$X;oXgdfP`dbEBV(hps$QxW-B?7a9u)a)$opQt zzDm6_OiWCwxz~~y4qX8pQfqBz>sI*<-DCmH=xoj~jY7Y};l?A5YdZC?LCB_(PrW=9=b~7WiNJ z{;Eevg%Mb>kh7g{Bfv4_2oBsRijXt}52J~IBi2%w>sFgi@mx6IXEFHs6wQ()s;!J` zR2! z4Jns-jhi!fx?9Gjy&>P+ZuOeuR-ut0^vW}mk_w=Osh7){@<6Bg93b+-8fN?2*|}+) zgNNtbjvYHZW_W%GLTgUy*}E;B&MIZ2Eax&?sUTq^>q+3+*ohWB+7B_{5_Ng*u9T?W#F^-sf6=)Bm5I{B>G(&AT?U4^p@6zZR z@FODDHx3UCr9$!ZS2<3j`IduPFZ*M^^OrB$IZZ1XO=`p!8HaxJe_K)_juKb>OvrA= zr;dq$#=-`;>lwkRsfS+u@dunFNxU>!@_5$dObo>Vm40N z`|}!v6D<&eC!uCF=|B(UAIQ^UwQBV4m)N;??`he$`uPoDM$rKQ+g`nTrJ@nV$q6&& zh;_fku{o?~+LN?oV>`>rVrhsgk2SmPrUpw!vG~q-eE$5|V(OP!-tdPbw(ZxKvQXC? z{ox#b*6#&G!e}tUGiT0tSm=BjzPDkIKHO@ET+$_OjPx5fh7-z#;@FsY@uq6(m0;9B zss~JzREus|h^bOgL#v73Ddx(+#=#*$`UcVKVg5^~&;BYANhNroyYkdI;qg$iTx^DQ z39~`VsYMNn{ZNeI2PalMbLKwiLl_uoR%T`-5y;eYtRB~0MyVxnfM@nYRB{>U*j2dY zk%r4bD8=W3?1$d2(wywkYfO#G&C4Sc1_bOwvh)nruwj1hwG_4KZGXIet&jUc&-P(g zijRfR!@MB>@=s;R2)TL_lrC=E9rFcjzq>5jI9dQ%s=t)5iKmAY? zBThZoNMq>(%AbX9E9#48sA;fht-B2&WCH9vBN!cgx45_?m*qLER4lQSfxS zP#3E(qF!)4;QqMWzO9ev0}xcYR}K+}k{L)k@&5gT;c*2kI&}`*f7-vG`8kA!NT@fU z{FA(OEZG_b4=Ed<9Hgma5mMyY(BoKgCvX*TRekR=#c70=QvO3d83pNQ8hIR(;StiuTr z%zn5N%i;~Xb%hSyd1YnT!-QO_#m>MikO@2EU7cZ~2`Oi6qtcxw*9JpHAONp`fZi_I z`#O+)^x?FkYSJ?^56s`17iGc50HW69H;o4#Fh9Vke&+E!k1O`yc!@9xxNq?uo}QK{ z8ag^UQ5M~m(dRSb32Z=#e%sPA&BF-ueVS`h?Hsi@wc!4b&$XHK<*(zcj?_YMp)~h_ zb*2st4SD%_vSn=Nx4Cw>jWeP*)==kJX|CSEKgbjY8ryO^7yyuf&&LS~31|j!$W(P< zao0e*N&}Dbzk2j?``zu=f6OyHk;TfUwoK2MhDL@gEVfvEWgiQFI80z05WfQQI6mC! z(RY|^--MTAD)QP4eeu7Vo8xzJvm5u^OP3Y}hY_fUmw(8rR~e=@k_-w~#T-8jS{{=(|-_QfDpa{wTUin;| zLJ@)wz6-(#)&o)RC44v^TYOazMj8q?*bOcSPtr#-DJjXvj1&ieJqZ+4Vp-eU+gCq7 zzK9fPs}p3A5CHPyQ!%k-MhX|Lc?0bb42i%_DBdho!VpTDQIuKqfYcO4HYrM9{xlIU z{0$BvNfDKTj-cr>9JYvrr6c{q!1wXvU_5vC3R~&JMKcPR7#m1{$p03J zHv~W`L3QsREytvf!62}!XQv{}q!4z7eibG#R7O4rPfyR90w*W%j^d$*b@A%w(fZ^t zIa>zH0|Y}ZKeG`7CQ3kkSAZns4|5swOXJCP8iD%eEc4OMASd?SyTt%|GIiTx>I!W8 z(&`QYXLz&8iRIajdSGzzYQyR@>?9$y)hcN^u=4X~7`XXC#<;`ms0^$mM+gz1a#&cH z-qf!_B$m|geF%I04B3h9sEB7C1qB7jibSDl5!Pq>`Q9EnCZ_mbzphF8^GSLf(tfkH zbOzc~(v%~5=T$Q^8Q^WYZQEi|-s04A6iNM0H*QhY-aa@~%EQ6Rddgks=MyHo-uibzMWQbDaUfyW4wKwb(w^Ob%qCivc8*F>kc?Jf@;I+=H(@JqF#g-~3I!7hYeak3~f6QV6dEGGoTn zpy;H+nTj!=njUK-xiMlHfj^S8g5}T`YTl2c6~G96mIHJByYr+oW(EojD|L;?ln z5|WZNf85(Z@^h$aQovT;7GEv@C}DO|gGrOsYTLsF8Gq<$$63Dvr^svo)=mSwk(i80 z$d5*0_KgfjG)t47UH&8b^p|eE>Bde7H!M_y3*|uqArz80=zgu&^^ByVz@p92Ke+M) z*7*dogohBS!Tb5BTL5eV13^7nIq8K$4ki_AA^Z0y{OkbjprVS1XoYf&ZHE{Me_>edg}?Gn4vmhWH-7ljv*f|#F6RxyC99VbN#+Wua6F@!Hq0O*m%|Gh$-IgMd1 z2N{Y+tJ+AoGc4{XgmzRjO@kF871y%Q+4!JUHOeAWKW1iTj~s1Fb56&8I{QBCQCy>?!DAm;-nyU-@+w*DVLd zkVQyb973aE*T+j<7crsXSa9}{L=P@z_?oO@Q@eJ0(ZZKffrnYC@PI|{{hWmTImgqI zZz*|vK}>{AE*$CD9vGI{{Q?MUc*A>bwI7y@`3axQe_w|!Iw9a_?-EAHB&-aj8dpH* zIC+V8X*IT0*gjM8nq^ELJbaiv*|ME54W`r5m}xw49(k6_t#qc|D}m(bBVbfdmk%*>ItM(dumi&k=i!!K{L; zmDtc4F1c0m$-d(txXG!!dX*>9)M}ulL#Q=wFo7iSuDo2Sz;T+>;o!l8Wc8yqzt*>s zy9m(;@!B9sJ3tzk8S2`70Hee^(Oa{8Iieg8wLCL2GD0~H))3Bt%9hjfY@Gzb)dHEDZkJG8@!j;+mLe0gz66b*cmyH=pPyPJHM#g{kh(2P#w)ya_zFia*eN$`NYH#E5ts>5Zb zaXr=qR%vUi9W2al&Eph^KpZLNCl>2>r`a(ln0z})P4kF<|K_T-wGwDA*EDhzEL0M( z$~5b^A6wkYpjnsm?B_y$>Q#iA5`2*glxV`uLCOHGx@AynI#2i65u!sfssiFRiGhL7 zMxx3geddY5J$*XScD3=(VFK6+ZGO=1Xup86`iRA!r%e6a%h>Q6N^27oKRU)WoTF*_ z5Fn^!J&E-oA@2!kmDB|gwC?wQ2MJ?ka+)$D=@uConO8FhK8rIuXpbM(($|kBbb(~I zATulWFgD0li}t*VQuiRDg1?c{QgNl6*3q2Sm8m!SPN@&P=+}X4N!Dk|eXIUvlC+5= zkO7`@*)L!vIY6z)1+;f0X^cl~8#@LD62QRJGj89g+wbY&k!sna2uF}8CAI^3V}~54 zuAvaUPJTXJ(;>k>U_(^w_M^)ZO-olY9aTmtR)m`nB4MVFGK~SL!c^(YFH%tcM2Q5% zMJlu3cOjhX%Yg!BqOi2<0>(RfdSY-hU1%mGs95&X!_g%%@qo^|E+h);pz0A&M8b*4 z^`#kFo0%nTeL`2wLq%iGXh;X9+Zr9w-eY@;F{Rx*4G-2}h;GxwTas=aNMdqGxpQ!G z_C6gu=Fwj;>quluJd2OYNf(5PB(krTuZTfT28w0~W}_mBS>{~JVHyARD-yy?+5R*B3Et^uqEYWtR5;tsfq3>EzEi)rZ}LASXc7;h5CrC_vZS3UFhkAdD=s(nDE zR@5V&^ZQJbNdZ)ZQr(~%qnWff{1*aErmB3&&7|Gc0UwVHB5J?61zYATF5tAThbd z9P0$4#DLVRkJS@Xf=~%A&3xj#$)N-jP7dxK4WOe6B{b>74s3QHcnKRNf%K){vP#N`)0fBMB=?V4eiY;dvc&;_ZKPhyJqmsA=~0{HC2N>sA)k>A7{pMV zL9!$oa~*dhb1z{K=q#aqu7sRMk3<9VM%FY)*a0F$G~NxlAEF{5Qba5h^2h{!k?j?% z5^E7K#MByt5IB%q-7a|?XM+$_ear%6>|ugN28W(1tK9~*2Uw)U8DsF znuoU}a0nwFMLwOXSLKE2g%7Lf`qOXRx-|xFg8=|aG(y+pJK-h-ia2Rtrv=fTppU_! zkNvD!y`GTe-BJOOAWLvjMM*dU-HBTxHxgoF3 zd3vm1wuZ!A#sq(Lip)jwL_oq@Ll*gFQVA8sK5LVN=@4b)wlb!mf$gt;b*{0E@8x0e?S*A8r0NKEZK6n;GF`!mLQV zov;vO0f~JFo=XBcF|RuF^72NJAnZbziqI1>3?w*!F2`^{`)*6;c90#=^h$$-yl{X6 zuoEMaEgXf;9(C!}{kc7Qg+}kR>nD8#e{A|~wbVhGG^*`oqZWXJJ7f$W(fOv``tIuN zdJ}6C-qRPw--=mg#G;d&NTS!47$KPXQ*$x z^Da9e>_LHs{DUQ2u|Ah6{Z>=_&4KP)lucD}C4J?Li;o`|A6bO`AODq3*1kmDq=gF; zlu`&cjfTQc(tI%WwWjBUwai!l9R-c(W{F^~h*nTGPWcgwT7Vfs-9rdLETn#~j$ceM zq@UV?Yz?Jwkc1e34G&-Y@f>Fmz4?vxc7?}7iw9v4(!K%M%& zV$HR4!Vf=DLrI+C+&ODfjtL4l3oea{X^zYT`TP<2m$&Zy7AW1gmu9ThME-y7-^lGM zoKv4D&i|kOlewkEf=u&Oz(&xek-Ct9TTL=^_-VdKQWwwpvdt-24=VxyNF|y(Pfq}RG7MKgw zZ&6mfl0`TY0!t)1@d3ZHn7ebM-F%9yFyl3FB_6X7a(DZpKqlGLjDEv^amin=q?WNA z?eo67yAl$?P`p@Cu%Y!d_4z{}gZ2;!DG*wyB1Aa^gr62 zPevZSo63GQFd9I&n+T)8^1LXZMB@U0B>UdN%E3}0_i!M%uxj(Zb`!z*dv$)1xTKcx zIlkyH67?kLfM(qje1|EyX&`4HzY5SAa*>H1qU9c;*mDSVTNRifll2cDB&zP7P$dV>{!#{p}JXn4-1iRp-(JD{%`-3q- zY?{W#1kys$X#pQhTB&mnNuj%rBwDh0r<6jRssiF5ihVQ((~%fg_>zyu_60X3KoWde z9f=m0`Y*ZS=2ASAW1s1Za^C&Nz~06zguS$QA@{FmG?_P;67?UcVpFl zAhK85<-Y8o{E9~UwVH!zw7yS2uVZ_$Gmb~$o=@Y(xPa<)r(y@~Yh`KWmp^yj=Jja% zl7%cQSa#eg6D|R?8Ecfy9I(_&m z?}_11(UF&o0yNP+`>Dghi4fhc6IXXHzb;|Rrenq^?de8NNZXJ=|i)*6m6@r6B zwnYPSM|4o)Uygn3DiQqCw9=>hbIU(3?fjroG8t%oFKac|g+wsIPyEJC3(Cm^_^}YT z-}a2Y>lr=FIJZ#N>KHcR=7z@YrNoavk-4zL5WYaBJsbJdcEcNsb|awmW$;>n+s%EK z{;cKy?z&>vNn^&3Qplg}F-8V^e8^8>&EEg{Hq!(m7Hzlv`t2LpK&X+Rq>)h9jTARp z?_RB@blgjMr}<&pqK6AtT=c}6gvTABMgBGAg}iCu$>YbbA7yf{GFvNl_Rqfj_h0va za#ZGC6j4bi$Gm7)KlwfP53eq|J3q|M8!kBMmbPAy@UT+qt(_3+vDD}srrWxKgF5tc z@LiK{!=7UT((_{@C5ZPB9Ut%3Wxm>2P#M0V4@=xHTbH5l!y|8=i+j=e(y5aC^b0>0 zHeeQjx^+$(+dY1dXM|T}rEJTQNe%BhFYytZ2cI9vdr4PcX!x<`&YhVYImtbi(S39k zXFa^0J&Ly*$n;&mLgx2OFg+6$AFpU5ndLFT!Y0Tic&WTeHO_mNbzo=4JEgFpRbSUJ zyDmBTdjhq4c?I~y`fT9}bo-Q9e7M(Q@%G+J0oWBe_hY~5ZztSe6QhIu)-wNpb>{uo zW6XAI{(DXT{+0gqz5n8b{QJxOudSPZ#3x!xvoLIEUA8{0I^4$pUH zXAYF2Lht~xhnuL@gfK6>e(YwG)}>3tiC4Gn4kNp5J{%oBd&grQmS(P@QQS;u3JE!C z*mkp$9f3G6qK4#VzWI^hv-<1Jq-rH5N`vH9z%?VRak}@iNEKm2F-klUn!h1#$KJ%E zy+@9mM^vhkL>YsozU)D4p}{&{Q%NZToavm?L{$(x0&fBD zeX?zxLGWs*nA^4}$Qef;zMX%2QjBUY`yS5tvpGZ7J9_VTf0a^ySa?-=``VA#Oa8pE zQFYap1Gi$<&EJdtid~62uK+hdF;MO*f4w;nava$KimXW($!TI}EySGkx9SMX!eab);|KLD4968V-xQS@l*wz;DdA{gnuBTC4 z41MW55;KY_Dt;Rgug81V!~Uq?Cb$;fj~{=!AUc21v5T}97neQRe`1rmg-m29!_jM| zH$Afpel{Ac`tbO7U8Rk^OCA?iWL(ft{1H8V+16w%I5F z&dEZi9D%EHgpqmfb_(e+54-Mj#D9dlZ=N^wj^n9_Q$FBl7^aQ)UpD79q2O)7FnB-Y?joo#6_+EsCa$(`)VULEm! z0yERbE<@J7n(Tvs#t;!QcNdg^15YC6($D{ToBQ`wMe!CrJ$<)t!Bki_qNX5E(|smR zo-6>j=lEMJJdt1RG5tLwtnZm0J|>rpTpO0aNz8SJpA8eAAMkt`n`EWJC7*!S79SnW zKK+%)$xL9bNmHEd$fReqZYEJR0`Vc);#3Yp(@DgBNvigU*L=+`416NG`MA?$Q=3JH zD?gK*8V!kPW8F5-L~4*TwiqtsH$XJiBNS!<)dPr&0Ifjt4}wx+zn3f{-q2R;W^(+Q z64V`N-HL5$O?1l^S0k_t_f{6JxKznJCNyQFQV|6#=#oY<{QkJ1Ql$7SBySV%=D$KmP4rqPUJ+_}L057&`$Hgfi(M_U6aLfrcbk%S%MQ~n&2^^KU@ltLb{{ z`9Eed>`E*mH3u*rqP-0CJW(gU*V|HzO|x`V&hpM*LVy;{lT0-HmXD6h%#_28p83&e zUq+f5a@xWZUAw%!y~&Y5*ui6Z`1b^6yJLRAr2*>Y2+j;T{BO^G>Yw1^ofn!j%^>uK9fu)L1u$&`y&0iy+a`QjAt@+<;{~K0e?|y>!&d4XXHI|Xz9#zRuo>T9eAD;V| zebBr6XU0pX&YV5-uxmKKVA#PSad=TpZC!L|@=2Al6guXu%-IggcP=utUcC0lkUVp| zqU0&bKc20jG~ZabqAeypU6H@p^d=gs(73%Y2}NORL?i&bv`)7THes)hYPP z$DjqA8p$e1&97FfRq_Z`eifbiBK2h-hgICie(#)JJ`wTpQiFFocq3=G!!;A{wOLT8 zN2mNt!?8dUmR~J$xz*Tk%cYWh5(&#BlDtDa;s_(ztU-3qOL>oa>sQ3NsD`H9?J^&m zt((m{<&q#uZ@?k1q=eQ;xx1H^(>?)=42G`INGC@^t}L19nEo{d1$M&kQ7P88tbe*^ zZyjQ$n9Q58MArBpEuWBj-{2_VlpMzrbxMQFQfi zh=}ou12+hi^UzjN48cB+GTx^LFT1^VXHF<#vO5dcGaDvz8szAYhs%!+KZLbHbZp=s z7oWPC8e-Xght_hF&1L@5pZ*X`d~pnSLJWKoNk?WDhs_)d>6wP}UX2}%@U+&DL&`it z;mwgf3fUcQM?_g`e~TVV##Sv}NNN*K^>IIvJx@@#Zv$eWK{(Od&yS6I;Pp1^Ja|{^ zh$BH%ak!#_trx_MAtE}GGbMQgJWk^h2=|`{w#>bBsorqz=8k>&c=FH=jH&`0)0!8j ziY3-86*mO9i?5g@Ef^nq0B1-Gi2GLfCMKc2wR0cauJ%N<{ubPay&N3K6};5J*$ zV?FS77G5tbn6}T#%0kS*Ao2Yiah_>%pDSd}EI>+4>03F6$L&{#9S@bhz`KL^NTQ-e z`%5=$*l;2v=q%h@Yzq;La-YLzR~i|%ZkCaj-tJz~A-(hDLb+xBj}XDCsjl9ZlAE1< z*kUfqk8{Qxm5Su&^CD(sb{) z4$yXQVa)O^*cS7>rw463_hT{;E7>(gA~&!Fx1F7D0v`pWJ~OeB%u-PKrl&ifz|r~q z`4Y7fojVq)80l$bQ!5%kG{`1#2Ul$3mWQeW`DH-ce(rvpJJ4~~6PpKnomr?pI^AKu z8e~hYwu(=D{)B#5c=#EQja;gs2n-nDzy@|69+LkU`5u#?|K`z-JwkE_x**cPkS97{ zhG#LJ=ymqOK~*wqb?KC4UL+>|xK%5GElh}dAokR|Z;uDsA9&V=pPh3n=aA&f1skvr z4GmAKiVqqc!=bB*xs0o+Nt z5lUi2$oBVp6W8+1Pb#y+bC7iV8JeYM>FDU*bPNhGF1`2%-ESoM4^^PQzV7eIv6yvFejtho$uYavC!ryQ$)x1hkxIk{((63uMXB%a^1I<7aKy|9NTa|8IByCm#DJ^IkQeYQfsP ze*x?Mzp>2znmPaC-Txyo^kHlZErW36U9 ztQ!F@e}5bpDke8vjq2b5QF2>Fr*T~EyT^9iqHTJxwqV~VXGmvGCkSo%(=5lVpqkwtW1~_avk!d zUg5S23y4(v6yE3kw46G2Hg2lW0oz-~5wWH|8re4MOgCH3??qp;zos$C;LZ}GZFJdz$wh)v>XvSE zzaPMW3VM>uq|Jmjde&y#Db;9}@2lM~qZG}(4ML7p{I|sXhoZN=N?u%`&Es}2U<=9Icedi6wue&5R;H0FJr8j&t3Sy`F z#Kr39m^iCHoH#PtVI{J<#qq75Z&&3(9#>^1eAk;*Rj(E*9`iWVb?)pYQeBx(3M=?sq3IeB)&;bmW5`A&G61*b(17QMKWHngDVjsXQ7hQ zfDtRRC}Fg|btV=E1?VF{(>5M}!yolqbI0F0?3ll%>xIRNba&xvV-Fe2+s)?9qhxy! zycKn)>Cs>v2wWt_s~E2q1w)b7wt&0{vYkaoCv3{G07v`M5KRr*l|UBHJW73z7bp1! z`)qNV*qBy4)8=hSX;5^;1}>}kkR6KTSXwwXw!KLuBkwp8A|d}?ET5ailtQ|q-JzkO zCov;RIM;Ab!h7DDr-|fQD@0PK$#EYZ)%dh=gRPuBys^HvYX+uGMCL)Ghc+?Cj1%8O z81h>3SQI>98v^yX`x4G`XV0!|aXhdp&o(l9b(gIy^9J(dA5(4eG;H!(mz2&sc-zk0 zI(>om;sy_-te!r7s^x>g;vM7p1!TIFHg-1)2S-eW-VK}==;5YTHcyS_-CLZFV}MO5 z5R;^De#Pz?9~K<>a%9~+b!$H&1Ga)toT7t69$54yRYf_u5JU&aiA!K>fj7J7Uj#!5 zwK?PuxDH>3$3^89U{*)=rHN z2R@uTM}cCh22$`D2l^<=$UJ6&c|wjkQ%yJY<1DR23M&rGgh zq687~AA;(a(95d%SF&oqB`73Z%&WG$HsCq)i`<-Zc-g<#y=fG^_HuF_4Iaf26Nj+Z z0%5iz@9%{ME3HweTcBP%b9DYQ^FC_yUqs-;|FXIgFM2mo zNMMSNUzGh@h+7*r?{54v58EX&ZE)IEO5C|LQL??Me)kU}!wtXq(wEzBZCdR1`X}Y& zYMPBNYQxv?2{JC=F6O&#qUB$hk@RoBD!|aRXszJipgqeUPj*ACo%`Pips3A_v2aaI zjYnuplhu)@Aw^2TJi;?YNu3G8@^RlQ^^NKik7KK{Ip>|Nz0f#x!gQi1QqS1Q{XFb* z)2K+Oez)5N|6fa*{#a+YK|E8(?os{j<{L(zx6b{Ozo{+xiyOkTQ|451Xd0u`4b!BD z`(Jmjy~|Am9_U4#7IW3;*oI+bW(-g^rAm%%mcH;Qvj2@ciH0ezU)n)_>N6op-aWU3LWm&IGomuu|1Z79G=qaxj8WPgHdD znaalwOLs;jC(A0G+(`^)SKfK}=_(F+#?b>ks4SjDWa;ubZ%mH3Lb}K5{lv?1#e%kS zVamEq%NEOPYL*W!+NPwb$=tYU=%!)S%Zg>rv-kIZ%Ut@A96t2mfgH>vmZ;oZH3aS- zYUl2bOS<_U%0?tIBqsUe;Vf*Bst{7KUw(gkQ27{hTixajhfgEa6D(io^lI~liG`*k zjythQiflNzcrh5qQ^K_vLBo$uO#JvVwPMdNlW}s;gpRLzI8xWt!^xUIuN{p}NFbRi zw=B&cDZJd=ZVr^4+}Pv@(Jol)NFf{fZ--zV6|ZQ?#X+`|8LqaOS9Qs;9ZbgtnzQ7v zS*?J?YshIv&_J;j;Fr@V4bz_frlo$@j~zpwJn%XaqkVJ9Dp|}nYzs~xyT3lARz!q{ zi$PMEfKJ0gg``!BBykj`QV&u(C9%w$8=x(1oo21rysI=BQV-b&gg#HU5mq6kUNob+ zHjuNF)?vZ2{yh)(BUwUD%wW+Q>8c>-SYd164F0DC-VKZ$*)r~>2x$}>Bks&NocBSL z8nrq;>l*{v6I%J0hiqE*Ebpws37PIT0VE8z#_8A1-{&!PBf2XmDJl6yW7!MY#P`O% zOXJ%4&dbOI<5oyQl^k&JYw9JH{^;t7c;=Fu-@kt!$takX%xJZZK@L3}4sqA@rA*RD z_1>y1VuR#CX&1hJZ2O4Lc-Pf;n?o`)Z|Ar|UR1+5m@XtTgzX?MwJ|UfO&o`}PLC!y z)zEBGdk&2gf}=WubDhT~3rt5+li;^}-1Pi;`y}k&C~RKV!)6PzFT-&pgtTrm}7aqd~bH9;A+wafP6^^zm%VN-`-|BO5_2$4#ML(NZM2vkhu z1oTV`F8G-q_0frX@j{e557}!8{V>g_NfA32V8Q1>N-dtQTze5!27^A8(ZAv75B}Ho z1AFs|ibUsjT_#;}$)A}pAXYWbtjKw|pKK@t-U=sBn{N#x>JaJ3=hNA@k^FS=t>K2*X~KXmDj zWi2+Hf!R1u$-N1-xm* zJ)I_pySqA`w-5H=q?@l}lQod;sp9u*>+6+?B}}}!>RcOhU=ohC%gBl(r++CbDr#%4 z-FZJ`?e_aPnV6hKOb+OQ{WH^1BG|f#2>~y%*%VtP=cYF~0SFm;&$a<2g#U~Srmb48 zmU6)kLh7y#D>Dw8W=VK}L}H=vIt8$)_F|FMshPWy12mA2XSB|{KppKH`+QCFwEN7d zSscwPUp+84s$1Xltfipp)Fr?&6a~xij-4ma42sSg>&g=L;csdWTod5RyXBV1OU_>N3}g|>+< zI$xuM#SFk`aBa-Dim-A=D8Rxp;SII8W~=s4W6|E)viF z&K+hwlo~qKJ*oaM+flijF%3M5fMGjsCJOZk?L;o6|24$tXScjxBkY%i+tZ51lD^yO ziv4-~i%d-~WRAUWgu1}S>q!pgh(<^&^VY?Eyo4-Z(%oP1eK{PYP3glu zy}4iZ^n09G@hiB}I36t&3U3Z{4$mqYalR;(k^Z|~)}Nc#N9oy+iOsv0WK(^L*d+A- z#HYK+Vj{$^7rhCK9Ed;v8Ek~;SYkddyKXI4#OdR`i4A_kFY>!6kXv%L;>{RUZF#b0f-EuUx*3eY2Mw#0IWnUj;{ikUmKwAz?)8u zRjbBB$v@eSDHY>;aG^8IGdoQiA!heP)AwnzlWO=@p($xzW9*OS?!yi21`Q*pw$5Vw3YywPg z=w_$2Yo9TP>xj_&8Q!XEs1CAt|NVc?qZh;E?^JqP+IT#XQWgI84xDnNc353V5>7*x z7(sPFVebXU3U&cgnAYou+kZba!&7jb<&`Bj|G7S# zj_1~bY`D8;maEUMVyxOepm@jrKCqAKsGTPu2TeVh8h3l9@`gtZezZ>6-W}qOpl=Fh za%=*P#)Op*WHvIAb($02FEciaB&BC&YHG^~+1+*e_~WaBx%c(SJ1i$ZX&ZN)&geAJ zvYO6N!S3L+ON=jQc_k<3*foX4<;+xGDGIl0!tI_r*NZB@;cjokAt6U=a5p9jZI=fl zL(i~x30P(Mg@ksMuK{zD$F7r&kL9(_H1_TM=F``H${kO7H+3vzN`&5YDbxN^MeDzf zWk-`HP5PxqlHpt3E0xX@2F@QblommBQ}Ld@PRt~Qu2|+(b@ZHp6t#Jnh$n(0opWg5 zRRIa$rI1_BJ2pPfxBYhK!+ODsh+rc)NMUinH0_|j$vxxblKK)Mpk+h|A^EE8sBUiO z9VE6D2qOleArl_!7l)ed>od+eTCV4CN6u7LLz5^wHoaQ3eMzAMq(^pOpo%^BvLUg$uC74F+X%2 zt^^hWG!fz~xGAC97Q#|7g<~&69j>KWU4c06A~a5YM=LAW3Eqrof9UjXcu5Y^(k!bR;vZj6cO`#i_Fb=gTFqEunQpa*YK5`1ec3bTI|i6 z!c--@#-t#^Y*~fQM!_aBbNO-Qpl*$YMP4msN7M>MVHOdx&5$AXYhqBY)7ZN+g?kg# zL9h37yef7Nx=fYGz|}4B@&)oFk^tPFFli7OP5ScY>V=YA_Kbv!;*gt=4P^4T_JqtE z*@01K$StVA-hlO}47mTI;o8v#3P8Jnf$l}E&U*d(CR`lHCO5h*XN5-WI_*uKr_dT= zq#=q7WM;zYS1^_M6bbKjvdwYvSov^{!gUF`h9J0?t&g8AGz9!>-G+Jk>KzOx$c(V8 zIB|>I@k|I{G<83ft(f)t`U)3_@-^c3ZA2M$O6-z(XlK57@u@+WR}mkcWS!P}!KCx+ z1i11q=z=s!>XW!ssV9df7g-)(g|X-MtZIBp@`!*Uz6MOucrOh395533f(A>A4?dAd zAi^HXN8j>sDYF$DR^i4~IUM$ufo&}dgl&ownD#t+`0z@!PxD2*p0D-Mo;<+06DEcZ z(CS}Euj(+N>X5k_$qgUNjW`@0_%sBn&ngTq7AK9~S-_@vGrrQOmlOZOGXF!{fs!(v#F^-{pivQ6!QLNeptQqf9<sxiEY9^yvkjf8VW6Rj@;;xsqQ?#UMVj z1LDpv*bQqT_8ITp(opyeZ0p@P{ar;dA807oYD}2$O#FAi8qWq1v9eIM9jp%^%N63q ze2FR7|6Y6C$1SJ(;jj^-mT7cmvihy(q?y1~mX|mVPxD()_DvG$3i&UOe*#d`(U6dV zOOtuJsh=uOYO%lLV#4~nW*hE*Kmq)X*cXffNc~dr)&N+2VR@9-i1D))b^$G`fiOL? zK2ZQXRZ&qn8FlSmhRCzH0h|I$JBc>18VecU*FSQ?{A1KcZ}L?1^!jjz&*DJH=Nx}% zW}rRr=_hp@3noyrX>eLmX8Fz;Gh`}U+1RZ^9zWh4=YkpjrXR1LSplA=o^+XR#cy5n zeCiLiJi?e*F_*_sr8vM`1NiS1@p=@h zpZRA}na*d_%;R_bS4EvUm`yo;BwPnm<5!EPl;$<6W82oL<+X#hF8z{|Nk{&SQ4L2_ z)Xu^v@+gnvl%jo>mf1{#l?xJqEba0HJF%Fpz1cHGZFlx(Xz^wp5cgiXckjKz#?tdz z7JVF6tqLYYo~A=N#ayg^!DB2XpK7`k=$PAwWR&mjNpqHkaZwhn?OJgqNfghh=Ilgi zb^UtR#3dqBOu<-VK9lDpV&I7hIN2UOdv+apP}GRDnB$oW3AG(nH`|^v_zNA8#@90& z5Avr`wRIiN9nsvOS{KsJ|JUQQJ`H<6{TkszEOQk0CKHg)RugVc60UF7 ziJ}aX%%49|RK)M-1>Vtf)&IQt;^2LGaoUN?FFW_2ltqwx{*&cA3LEVWt7s2aZ>#;i z?%tMPViMVoIyVcXd%!3o)-*VZ{%a%B%-O$g-70#yF1fIraXY z#Wb{{U6S`HPv&sq8OEAV^&1%-t@Gs$q4y;DZ_=%w#7uwknB1=!*63(h=P*Gyf1Z*` zdzhJ+*ihlU^PU@AwB_#lk5iAb*vPB;bfKn&^`b?qy#7S32qwn&95l#DxJ^pv0s3g1YxW-+|u{hrQpAx@Z6RiD<=&LL1JvovYRWuR`nX$Sv4ukoe zB>x8|w=|W1;j-KeCQnS^fzBt#_BYx(chmc1@8l`v3DsF>%L3I4oe$ld;60j@rG^|MRvc{XKW}DU#={S^J?0bN8dRC`B=7k4s3@bNc0-Y=uUQ7S`Dwn zJ7c75BbFmxB9TgK z5>NQb7mS-c(cs_j;^J8kKWL-mBz8nyzHE?tzJ24W*a~gcAE5p;|&W4->Qg+^SCV zwdAny?{c>ECUgih?z0_FWkvoho0qNiccA5Qp_vtaH_W)_E?TlYoHxFB(2g2lxhsl| z(**G&90rBmkLaGK@??egf>2J$cl?2F+qJZqMh<(jWfWoPe9Q^UXGS^~iDZPk>Fmh{o0S;}sNU3!5 z4m5gsmpN^G7$qkh7Wo++KW-&y3F$cX*03Gb<w54I_1 zc3&~dFP7B^)e~jGo=d*-a{27xVjz8?PNlCi)fkCZ`O(MwfTkdPk}M$rt&j^KXPa9bxnQXYjQ9m!@T8^cb8! zv-0kRsHjfb+S)pvb;iE$mPA{09~ER6kcY|Mh7B7YF!_Jpe3Xr&qwIhI1CG2wZB_)) z*mB5p)YEfv9=}JfyB74dE8ZQdL54Axj$WrYQe=8>E^8ZO*gC?d5hRSg%L)>;8JTP) zLvf_Le*IWhPZaEXYOX&v5wLJ53h%de%K2TfNZt3Ls;GKpF|#^~(S-nf{wmB~-s-j@R{D<`+hG}3qJ z)j3{X)7jmaLmW|J?_9ugB#wPb^oAv8W@mT1bm@|NV_i(Dm6Nk`=YG1Ot+XHs3RGL>!vem>+k%BxW4Y@kgo(@vADZo zFfhgef=(FlSjjZ+iFgeLITb1I!{^KvR8+QW*Qfl2>QuRn6!CB4Tm}spIy8pi2mD+| z)G<74Y;Nw0zh31*ex&FCS>xEwSjQ&nl~d(?=eK9n?bFJ2>UsSUrMqyrFPb%aT@X-UTA`lxGCwn*RU>_Sm7k{9Eg(2s!UcG8#{yU^&sU(R6~DB7ATrMfX=$=_oNX$k9Ri2lb(L9JU-g+Gu=adh@yA)(+mj7H zV`~2VasBgsQQ&rYdHLe6UpwIV;k#$gU_K#~hm6eV(WCJV>j*gZ6dX$(O)}EtOE2ro zlJ_lX*pdGD{1WdM85xfVorlky3E<;D`uK4Gx1sE9OjuEGvq*CVO~-Bnr+e<@P_=TO za-uMPV+W8MW>V$^SK}QsOtn`>n_e>3cTUrxeBy!lbeI=z8j6<_-d18Wq6w}wHNQUe z<=&+1Y}H0M?VOq6J&^yYPYA7`i6}u8QNF_Qv-=2IS`h`rlfbrM@}{zGJ8QLGr)@l> z8>%{SjD(m0DzD5=hk$;3Ig2~a{n~d?+DrZoqxaprfBz%C+lGHNYn_*~E`6ihK)oP(=$%%ZIOC^~OA9IqVjZcmnvJ@5+HfMz01BkRg?hDuAhTvXRDa3RQffcRt19B05B z*`R-i4UCL>js3YwKEgQam71!mdwE3^IQ1NT{p@GY0=H}tzxq;4jQXNcz3Di|{5}vE z7;YF|!ttG$d)*?&=ia@01X-O|P7^sm8GNJhYHCKiz32G-Y@NvRO+FKcvyxNsNPatP z)vX&hiYR#XPrm8Y}lUK^1`oTIP9ezuQr~)Gj-}z)46l~r7G$wDy4}T#n)R; z@x2!9WF-C|N4@OZHwo4%e}8{G4aYO2{;A$bo^w1Q?scS@KMr$>$y|j!6dOGThb*~f z70R~hqDl9-0DK4k&i#h`9(BO#82Y_PS~_Cb(?4Jq)(P$=m%nE)BG6%&qy%uYtho3gp~a0_eAA{) zy{fNSr2_At4-5>Pb5dxeI4crwwaZKV{q74?AOor?G2m!o2$EG zzn0=sZrbkzRZf@nZ*S~+bA82Xd_-mAxA#2sKI(-9cbH|z?Yh3=I6FEzs=hSexN+m` zW&NjZ)8vVIU=~@Bv_rh?pE+S2B>Qh{laiM1x9?hpO@gYV2g7ge;_R%gLmVS0pj7HL zj9!2EaQgZ4=bGy3q4W&NuzIy>Ic|*~&o>oLIv*6K}ZWXVADM$C7J$KU`>P4FC5@>y+(yd2y+|!zSGkN2e&Y+-0#l@|NG(SJy?~6pN z@9!@&W3B|TWpA=g^`AfOjDOx!Qc&1S+b&BF_!#%A@!rjzZ{NRft@<~gZg2+gyr`^f zFIPz1qERUw^Jy*^eIw^2XM;olm+MH?Aw;hUnWN>)Eqby|#BdLnq;Md#P&g z<%!#RV?oN|@-Z+b-T14p9;CGPm_D|WAqa&6@Ksb-?>=&*yV8IGGiJ_jj92Y<$E?To z=H00(8$=FOED=-Gk^J?eBV+CU70_1vXVeMe!_&FAp^lQ9|8y8z`zlFFO>F7{7JC$KXdp08MKF!w-U6J;@6Ko z_X=ArOEfL~loq#7P}0IVn&m33NJU_qtwn9a<8MzJ0b$SvJ)hVP>H9{{(^H4C84W`R z-Zv{r#Zu6RzH&XY@2p$4>DT+-1Sa>&l6L&YcGIR!yZp+j*n`cy8}(<;E~fgcsH~ht zRTTqlq2pd5Lzz*cf4XJ*x;L+1&mo2Kjf%g2@5nDLD=Slm;PvfVc-OVf%$OcFIN%&P zc~W-h(4i{Bhx@2-pnX{avGmyP@bF<667ITu`SOfJFGD@%E&cr6(x)C(kz8; z2Y#tVrKP?AdFMggEN(e=XF*0=a*$QB*8tAqkj6N*ji)f9sJOCiV&J)RgJ2h*SX>JW zYlA#6dPVX;DimJNZqvvV*q?*IO$sPrd=DP%!j}7@Z{I8j8a9rYd3CWJ8yarhx|IT0 zwsP&-(ck-LckUmQ825Q|7vqEl(x-nIzEBx9Y_PJj42^8L=kdYb;#4`YzY+S+Y)R+L#K zc~0rou^p{X0JZ(lAwybom3nMEaNlxG2i(RC7A)|iVdCP%U?@=6&~PF> z>;`q}cnyt5)K)q18&}Ib3E8IcWbe<9?PPEWP676;s3_LMg|jVgL86m6%zRbM)4c}{ z?A8sP$uZ*k%8@jNsH=C!zpm`#eJ$G77|(h)sGB|n&DO>`$BE>vD93hE(O_s-Ot=U# zT=XSY?P+1J7WpVkinpz^fNDsX9O8n}%Q2_1xVm&=GeAir)p5$284_xNvlv#N=cLi7 ztZ{bEg41$3)7cxtq+=?Q-S&x^X%Ryy&LYCX!qTb{vpkW=ONxtWlwR;Z^4`8ZNhP(4 z^UdjfvVG7DuPk2w2GZ0qm3{OkisgAZIW`s+3UTW`q>}z8XlfqgC3uH*$cd_N%)Yqa z>GmnOwhPy;jpdTg8+MzfsFY#_=I$YC-t5fG0~nM$@J<(=ojRK%ckllFo4D#k)AR7X z@ckRLz=x|<=x!=T!QX%Qu#r%tl0L|*ZWpCY$tKh3Le^meKO)K?Dv2*&zp{q)3}4!P zMECEsCFHLTofRH{msAousR^{3nwloQU&E8*t7MUTVqh|rXjbT7NA^lLJpLi-bJddF zMmHMAa$ns*j9KBW_U7ucx%1}DGnDEB5wOC{&n53#Sc0e9Gp%a!)-W@-;`%XQ7bO~JZxQg zdK+=^J~MUmsE;2%Mn*-A{@3!M0%|Yk;lo`hM}}MeO#E72{({C~-}cf31}INsq+pfc zt}dxUcgrv8xu(!JE6d2w*Ec&YZ7=4oqO9RL8O@zLmny_G(tQ8+t^=l~K-X@7PPC$v za>>72`MffoNxd1miq?w7i2;E2JfR~zm4JYNULDtveRaGVCvX4r{Rt4Jc!S~-_U_nD zPgl3DG`**^l>Yo%dHF)7CTA(A^|bIt6s|dbd=Zq(lLqu&nZ$*TORflb)LXXm zP1V*mld4er&wczM!1LXVj7l5jDE*|&28mz313DsI4p(X_ZpG(!(n0k7!|5COI%>%w z-jb%K=0&1V3+&jMm!G)t`rFl_w65ld5X>#H^j80kJwW!yk7prYhgs%NFZCQadBaYr zirfot%h{W8tEOS1v+MKXtoBpUS+N=7ahpUio#;hTeb}y$&)SYY-;X!20f9joI7~NR&b4DD&KC8zalN} zRaM)eLx((yWB?F*W8-cgZm)gH;<5=eZKQ(>K|#HVFvF5OxXye$c4#QRkj$I+3B`hd zFk;ECnv*77;`5DHIXivFDVok9zQzkq96kD2#6grEzTLSeN2Dq-PU#P6Sz88O{_ix|cK$Bn_qtv(WQ(!OINcZ@wVkI2U3#N88{w$MW zr>|MXpGB z0c&j9vc-YGdtm>5{g%W{-+By_^eA=!l=zt&-ieF$}UHW9lH9YETs;ljsoz>D$?C>CtYEq1@TG*%msWxre zyrU!J^W=Q|xLo0MK}1&pUvNa|>daMpy`+Nlw;<`3kYzGz&Pa>%KG#*KPI0kVx-=H< zTvJ1%gt%ppD!crC53?01q# z7l!DBCM8Y3zv)}m(o@iC*@ROCJxo;Q6R`f()opm_)6VMtmN86ZkdWqusu}c&^8m2w zqNuqSB;^at|KC%^-xnR*{Cn)v(}Pbe<0En@^=2hjUQ4nvH%}qs=Dv7wh<0B*QWeS1 zyoj#65rv*TAJg{arl;=%sVWsW1A8T7sR}Y6Go86z-W{zSP;TbW+j4$$ZNLssPlG=G zf7y4kk3_6H+c=eaid>6BRmyg(d*=Zyu*oLW=f}^VSqOcCN;509s18^$8}9c$Fesl7os8`M}FL&>+>8PBviWtGW`uQ@lXIG`k z59kd7fv)?e-j=o(eum8`>qJQ~1Mlo>E0V1r8w_)ap1SpS77=ovPNr-5Ah*HGkFQSe z`I-(eG9uzBueypr2~Ic|*pv*HPK)fM5Gz6dwzgLMW)CB@VncLV;S^Rx8A??WCcx7@ z1pmE3Tu}6!f`>^lEm$TBqGQ{(Ep|InzuMWYl*L2UFSw@!;1TsU7Y_h&#W}xw1jGhR zAUE(fhriSGZhRD)0YD$$5p689dVk{0K(QS7SNrGBDo)d$7~S{$NriM!Z_5J zf5rnh!G!d#1;5$LHZAHrn5vWv0Qzugd{IXKDiV-LhtAi!4w`O68AaxCquDCy zhh%;zA*#a^w|^9BIlxC0vqLOBPmTu;U%G5rr?4YBE~x}R!ly#yszw;xmv7#z2Fhvw zG`pdM?*-qZg|>85YG_|dEA6Q%720-mECRVqeQF)uKSaB}7rCB?@ zS7p?eDn9hv%P8E%>m8RSM}d}Ppq?TAUJu_N0Iy7ZqEKtX8hb$|1ZK0Kp2 zIki_m4c7C!0S#xn{2pGZiV6xh5VH8J-M~8|(m0R}gF`~b=3WX9cf}1t+#!PbJ66@o zA6(&~My+^}y0>5%&9C?6t|vZu_x#*G+O086x&P&YP46qd%M2VeXrc5BT`jX7s>Ao@ zJ{p~7Yq#Gtve!jF79dpG5gc!LHT_dL(D!9*Z6?&)MA^=tjbmzur5>y9)2GiIEcOEf zGx=hUHa6mr@t$+(aL9EpH!K^QsWN=wSg@)K9DmHsH4BB(-!38z9Xz8X?}i7^qP^KD0J^Wi&km6d&N%r)iWBa_K%kl0qsfD z&6^XrW1}+`CAkp5jU*BqL&J`E&Iyh|zRiWkFWyz(;o81Su)kWC4s!^qFeq_TB0 zTD{Yrf9*898Q8CA>Pj=8q~8BNcEW_Cz$V3zT+rcKXb7f;(?k96yhWqFG}t zZtMi9amJylEG#xh$mS2{W^}5fsHNvLb9Sdoeh4Th>(U`UYwU_7BXWt~o;_=yJ9|yW@5>$t+8(_Vp(%5;A(2W zQdo4uVO2q2Pbd3?j>4P{FzO83!C9`Eio1IVYdjjQVPxC4Z7bU*QD-bv>5)m3CfVNX zJ754M=~^=5!pCWB+}V8Z?p;~E*fY)Wrj#vTu&FbOy?bulilj3F?Tua4DgDI8473H8 zF%>S}H7tyiH^khs%QVkH$0kJtx#SiEKwW+>E4x9B7@phvm|tv7E6cK(mrM^o{+m{k zO`3?h3GuGDhEAd$NxIp>g@;IbBkE1-95^ZEL386-d7Hfx54B#Q*Qw0HL60et-r?`Z zBGFT@0-{vjQ?&bM(}F&6AQ9u%)*M-qxf0ZC(}oS*tj~O|elbWd-ECYaw4<3U?~(2L zD>oN>zk>2Tnswv~Pt!`a@Hl615u~0YbuKK9dXiwCJHd+JK@(mcw4}a(N<4??w!6v} z!zvm?aDt&U&{R+gy?Uv$d`=oR5qg`IRkGu8B&Yl`|#znUynqfD^%I z`tcTT+`Or0Vv^H8-DsY)D(PDs+$YbzJLPIC8Fv zinOfOJA;G!@sQfZyGU9;rV-FvwyZyW6&$<|MljsRZvFcoAe+nUW^diqGJGYl*%M+` zH}WrSD`<}=LdZITvnv!Ia2YVv%x+t&3w^&2OSdOgzI2+XBI)6Fe^@eUpc8f`x_|#3 z>JeK#!2UPI*eu8__6KODjhv^uU@bT!83q+kPnx8sbQ4RwI@$=_hWGaaD51&1ghZSHxcK+!{z}x`pPtlBKLrEA&+j5TuP<#Ho%!AA= zCRA>X6d_P_zNb(32OYe@()E<5PahW)SRYG7)(DP1wyJ*8w^jA=qk=lJEoSDHEt8P9 z?B{qz&i~}28=8Ij^pfP~1_(tPFsxKLg8s=&T z%<94SG9DGATh+{;mDwrkpvv|#?DvzC*&7(R2k_8n{(NRW$X z;db5!g}Ltg5EVG|9IOY~i}^XQQ1!%F9lsMwg)OIljRx0a`_oKPo(aPdf>tKTOa=t; zYH8XEq8y6hootsbsXW-jAt49p6ZR)`Xxp|3g>0WyE^F4v5rir7<*9mXqhsRY{K0Z) zdE|>eTda3+=?XcYpX|ND>co>ioP}7>Q zlGcs2le4w2uhn{WD8TJqZQSFRFMGj%%pnbdu!UZ~eu&X9ljQ5KXW7^ch6>&Xid96Z z*+z!df&-x_dGe}@jOM^sV3Ah#?&b*O?Ymh5 zEn|8NJ-XwjujA}=m)gq8hZJp8a%}_(8~3<}h#25nD^YrAYv0$p(?9;2;oq-XSC@&E zO==c5WJsvGw2^1do(;WvHIQc!G;$nZ%4M^NF3!%*DU;{)pbauuxX_?tFO6o{=bTrj_4E=S_ggL>y87tFIr&&lbItAodNrZU`LQL%y4+-~O= zKiwpM74h6bkXPb@X={88rr#F?jFB- zwP@%IU^<1#8E7UYngfjb8t6I5R&aHa%hr3!*KyhG)SQg}6v>G{Z)Rkv*a&lz$2lf>;IZ|yI zq9@!xqeF@;L+(f25J^WsSCGD#rLZ*^kn1Whyo>Ijk#l73fFTh_}z>TAI-rKHIpOu8lw|Ca{rw{VYB^Zq(4@QSNw@Waecl4_r7mPY7UqO3rwexyoK+Lbgf=p~}=%*t7Utf58@WV&Z1XT1(}{`fVyDr|P@ zOib=pe?q=BX#zfPS42d__?;P_tzySyzWMCUohnIuu;RK`vy=Pn`TZ3X&VvHn-TdSD z$uIyl6AO#I)GP*4m46#aQw)t9!t}$2M#jCSto!=>ySs>AVS+8$mTaX(PR-8Cd(30; z-F6-{hp$D---G$D%(x)8Rksa1rnBmD?tZ`R|I-4rhV*r%?lXPWp|CCD8=Y-623cWF zw-pJ5C#P&2&M(_TK`BxRcg>~APx|S{=`V3qkzxF+%PbR}bI+~UAuST?1H5!)dJQ@w zbLyAb*gP8G5->0EMHIH$i{wR^dQ6>_Lm`Q{Ss9vM)I1)yZr%2G_PiArH`mm(2Pz`X zzXNH-N-7dc?>&C_uocJPLKDljKLLf<2JARD&5xD_U_#|(bLlNU(#Z*{yD-TW07&)_ zspW$YAEe~ix2w|*mtRFUa(v7(KWNB=>VBW={7c$w-y~!Lily29(&C}9+TUqu*Vx%T zelfivz}{8CU&(f6(x$5uwX_gr4jZ7PWD%;{PJZiqaM)A9!CbyOiuPZD7$bB;i)el_ zN}Wc3y-II}KxMzO->?I6_P1}{s>2!F@#2yCsrJpvQi1Y-S^1Wv`ga_8SWmSj&uWo< z%#V%f7Im;jOo|1A!(7PvT%NGCeBkCyo9+^nHNNV7IXud;wyK&y^$sEX!yTn`XA~A4 zy9}vs;!}i2Mt)oCw3Fi`+U7s?r0-m$5oB%A*DPPYdjr8q$)A2KBvIG+O z^5rq~^qZ0{Q`dDKo(19c}NTmabTFE~=n`;Sj9R21r z+vi?|7jo&sg(3I_93~t2JP1}v{`Y+}FEj_PNwlcQH-TWX#9l#J&trbcx^D~p zXHt#O<4TB5*OtXC_!LJrGKnBCf3zFh+ z_0cCbVF(Yt5G>tGQsjir4NRLX2;7RG$||^O_?xR}VSc=d8u6&kAQnM|XxVJGyCn|P zaX&0oaRvHRIiTk&AZ+l)0}~A_|K0Rl=-}{WZOO1OGtH!?B>6>*pe{_CMzSiTG z-#Z4$fR^fwLC?N@1<@%#J=rCx-jDC+^WxW`YnBDKy8IjMI_miUP?@WPpKg6|ZpJwj zF2Lb0U%d)fkwoLPdUu?fS^(?`ab^<#{srGTmY^uW@{4|G;4Y|0d>V~I(jeUhu!x|* zVz+GLy2D!E=ytA;Or*Z^1F~{hxl&mi1ui@@%4HWNw<7A&wr9Rce$Zg2c*9Of$vc=j4l$$}6g4c0^G2Wq%~ zNNL_WymUuh#o(w#QFA0x$CWE*A~J5@p+hy3XC>m@ zB+=AD9YsDIIY&w>@ss(V@tP3R0X()%Zf=5Mm+#z}IR7+Gx;**np`gY@rR!m8-@~W_ z1>1^&KqjY5&U!Euqx_%wu@-0N|9|qD%2u%Q=p^Q`M%rQZ>Jw8|Ks15#pM7hT(KG{v z8$~k@VMKb#vprP*<2BPyAEbms0BCr5Bz4mPfMN4UbI}2|dm8FljjH3P!(TQBEl zwET0}1Oo{W4}f!LPXBr#PiUnN8;SgE%BqZBCSTkJP*ledT`v4)o@SP~?UpzFN;B2H z!S#iV4nGJ<$LA{X1JY9(;UGH8$=N_?)l~U^R&Jn`gXOy7vbfvVI{{~HSNXyt)`onH@`lNHGPK}Zcou~WdhSEf*Ufgr^ zC&mj-j^9N}AZ}8V^?K8MPUYrxcILb5R3v%VBV~xhr%!h}DhE^y`NB9H#p&Q8MdvE~587}ykpP%9)$sR@j#kRR;XFQn*PVML$T836tDfn?oxP6jF>xCKs=z>L9H z*{4>_=)z-Ym z!5g$Ze!LzNcyHX*az23i@Zo-R72Q%QyuZrNk(h3)*N=}bG+P{7Phmn8e1?DN{_Ew^ zzYL>Yl3#9RH5tzVO1>b(ePlTu2I~EeB@!dvZpx?^AUYA&Gf}M`_dTcrGukAqJ>jXWv{a}%9NirgI<>4R-jm#s;YuU8qOUux zLRLRNL!(wI=u9asjU89QH*~++BzML?gPC6M(P273KsW?Ag@>dnJg0a2G4w3 zOv#v!qEvbBI7kepza%gkuIEjvWTI4<<`C)RdeMZNM%u3F;L5sz%v*2^* zTH*$dXr7_^>jPqPcb=W=-HRkQEGjvZ&~8*@PVSGE$GhzT<|oyZP!pwCb%!n>DGRlQ zUeQpfced5`MA-chmJW4`fvP!KV_!o-`}ji{slTMw)_{FBoN1_+$B!OSAz~rlFR?~ ziM5#cAtS?3b#P|&4bQUG>(@UQVTYl+?nrvEv@n)mSVmjHBb%$Ir2l-$nqM~(0*`-6 z{=aKJ)cu@%6NInzhi>@e+(f)BWXvR2?akj)P$F(%!Y_+mo}gobXCoZN$OOgMKItev z5qxz5?9K@_%ST+ISc)uODRYLat*n&DQic$mUi8W;kumB=6C-K4=Epi8&7=)q1LV@@ z)v#n-u?~XstOn;m^lD_ymrs-*$o!L#1A%pul(xr00uX90+`qp)GWMIxBY$gqL9@Sp z{Tkhj$B!Xq)@eeJ!Hb1L@0;q+#$K@d3RD^4UzR_wd?TZq}p~0PubqC+n=@^5o9jRBz zCXysIv)fDO(}9t$cSGWU1BO%G>gnnAgCS?Mi2RtG^Vw?B%JinGP@*(k=Q;RTQSE6Z zRV%2tcmIB;iIY5B-K$C^tcs3&>DBPPoX1rnW(i~uQ}vPbh%mo?{hEEUtgyG6WeZtT zG2-T+M|D>gN5wOWL^Y8|NzBpX$q4bS$EQ?z*A>vCLPsx=-lckQZQ?;cQXaWINzh(I z)<@?DyQo2O!`O{{q@O8m;nI@;ge<^5#`P10Jab4F*;VMMU0GR)#3YpdEnUlhfB40V z30s=xcj)Tvx8!GGcUqAP;PsR1Ph|e4rA3;9keWi)5gc4c3!)WF+Fnsn@jtPfR$=1y z6J&&%s;VLNvCBn4LfQ1X!r8082p?3=@>6Q#it)O!<>zXqhPd6x+PD(61+{n<$CgS_ zBnGKU4nY;vXEnMkF=2qfZ&pnn@7hMei&_iDfowkH^-wqOv+#dZI&}z7j;H~tA{C3a zh#5j9{gemn#vlOGBGX9Xny)9g?9N|J@j0I-hCe~z54fPlH_6SjkqUkP_RS>R)D@3P zpOB(M%IfMz0INPxzD+^WP}@;kZSFVsqf0*X)KDoI1sTp3yz;+)Zh(&*2o@h)l9d$v zC;9&~XuyE^RLtt$1klXlr;uU&*uxp8CT8{4d) zgFYqiaqIoat#RbxSGQ&6x6X^RAvD(kBz1@QAi!?={!)&;upfPfeiFPV0z@}QQDz4rC+`b88b#+Xiz2QmyKId?Nu=OWMCl6oMLfN z(N5s{yZ7&ZB0hpFiygYH>2|pgzxNev_ z2#f&hsbP&(djVGr$^ZDVd#_%;q=v_EZihD{$+?(K-@fS2Z?Jd^8duiE@1k+FBYX;g z7Dx!#ZzsKh_;^Tvp3q=bfHw(MxDYmjpR|kIMp+^zoZ-?15Kgu$LvMz=hY%z^PEVKP z?LJ(6ZigRXY^bWLEF_LVJLvCi?Ch!+w|lgNLUtDkqKG*@g$WLwSv%Q`o5>o2joBNq%XYSjjINb#pXKf+3?A@^TnSptNGTDS_4pMzj2(eX z?05YEvLSFa0YURP^6zc#Bp4ib_sK~u&D$BK6hnthgc!`9Kbuq7O31vSS1wcOJ`b68 zfTy7wZu$^j38AE|QIO55RqcWd_n_#JaVd`)R{Y~fCz(1pP!rC+7~&HI0jW_yspc#Rv$a zdHN(H49-Hs!}kCk*yLW6_+-CNO>Ga;ya&c|=ZXEhtCp6`H%`9L{FUQP(Jp=heV5nj zhIa_6I;ieR#-7onkIePJt}drLfTwjKuIcORKY$V=>CCdXSAobCd>*xWCl+EMw; z4L1xD(~s1zOXCWEPh`Ur%%d6OCeUGm_;0~w*+5W7jl{2!}i9x?;f zt$X)Y^c!NHVCqywg5zA)vv<4CxZoX>_i{3K-77DoZsrvWq5~9m4+Zy0?*d<@P2QyX z^K6y0w{#X$E+h&uHN)wfwPXopd`FH{cU`T|`mdiHZn)mq5*~OJa2|!`WY`KGu*$LCfxS3#E z=z~_K?ClP$?SmZzSFF2|QUKt?BV@*e(u$gz6mGLXo~e~`x|F&c36d>b^rFgzBaOB> zmDE1**cb_ODP89sR~vadF>S|X`|aSOs_Y;+L_&K3t- z6q}bFzvC>HTw@k5GiT(xlTi|r=EzLU$?r%LrBx4Te)nxT!3%{#KgxccC z1ZwM<$os@>*7Gw{%31WLCwXzUcCbH6WbKIgr&Bo=)yNi%=FQvwZ2R{^?(KFo*MH?b zMax!NGRJ`Wm3H?X9|q7+6z8ZnFTuEj#Eo;`pJv(G^Rkd7e#5V|Kmk_Y)r!`~{QTvAMMiT7@4Zi(!s9J~=g)5~bV zf)1Rwv#9GkpaG1)?!y)&$+lb0(Tx%OR&%RO^a)Hlk&` zSJO7vtK@eA=C(jt4`ej}1w&psQ-y1yrlkHcNK#rzLoERqm}R`|_`M|0dJUd2qy2O= z>Bv0<@`kYCQ(;m_%XhdL8#Z2&I}EBm*M*?{wR!9ZHffM`fMWG4ew_Ne+(~P4^|Qul z95P;`8s$Ed^i-0u|Ji;wSf* z{_OsKiAIx9l>=_-UZ(|`{C|S7YSaxXEAE8Seddv81KQ1KtZ0K((SQA7BQlQDhT&4` zqcPRBN1o(ggmF?0>UvA9?dz(y4cEP!4j>;U5&;B!Vg%(bQ-WfykLtH2ZTzPhKGa+Z zCcd9(YJos6QIiNoJ~bAvV1lZuL9`8neA+_RHtLY{@Q+H)2lHR-<5?$3%C`ec4kW;f z?v@@Y1O8fl(xl_$2|N5UWj#b=$A_n`4ZCn5r5eIU^h$KgvApV4{}xYKD8?&##(P`- zZS6LQR;n+}K!zA2pkfmc>QSlm@OcD@}4%piw<3l~z4}vO*Ga z-7R4d$^r>@*ZpeglQYh5g^fV^iC=a&oP+E2R@!KWFJIUW%|GUXRwy{beyeoMM;|2FMA zXQzq1sj8CP{#t`v#E>|G(jj#p3if!9TJq{#yW2~j(G!|7BWV|QovsB~O-QP)=~itX z@;lD;?XlXX8GWITxaD7{V%~BX&~!Sfo~JqxLUG%K!%u&rC2{f{FnjJ?WOt{KVdq`` zN~FufKm}Dxwt@H8=L49SsAd9jxTVf?wf~b|>E4)ay?UBQm9H4*)>^NWZab=jM9O60 zb3_FAEZpRu5o=#wo&_{TNpT|HC3#%><~4`Q>Cip{M~hRoUT54;jz|XOK}E}Z?b;ic zulzaWUE6s==gw}c71lp~u;ECOGjSVIYdr%f8WEW&--*9&yd!0>*r~+O(#72<3TF)pSJyV!S-K&l71}z zu_IaF-#qZ6a9Zj18j48hN5_tv{s#9vA3`5^Oia5VKp(d)TP{)k_2^Fdbw7>43%}0& zbea9B0oKZ86mfpz!TtL??hg!H^{up|eyx*}*orV@>(<&yA4Wf42hb%p%c&eqcSN8e zY;*DmaH?F^pFe*>`d)b)8R2cdqS$WaSFfENZcOg{>Cuijv#79p_fBD#BDuQQjCNg> zVGZuv>~V=TJw^r@GF(TJA~o4VFn#YPVu1kg@e~>yZYn`&tN+qjSvZGx?A%!e1#Pa= zZIvSi24Okldq2dQ3-4R?Bk{ev|4#UO(k23cU{qb!O>A=!s0*kuNP=d z3``@Bz1r7p#JLOaOK~NdqyOgY_1IVqHYc}XXQdC>{`LA+&gzFBocnzBCfa{f)n3O= zo@Ag^Qp(_wKpc7E(ghJ==q*f1_TS3ATePwAIif6ELnSm}brXozn9_&)P8HUY2#&RG z-TLkC`;3||P4=1=fA{WTtFa@_E|^QNJ`|=-5s0nf+FLFCQ27`at0d3hzz;)+b3+e1$YcQIl%uhtA z(L+GKu*)^GY^ zBBoXA%4#g|a8}lyJ!ekrB+l9q^HJfzntv_L%zBzV`bb1>XpDI}aOfW0S^Px0GjWPG zfw8iec>Gn%o0k@aKf2SX{d-=1zx7MjusSwIg&8A|D|88jO{@p?+Gi{osQ>c5Q{(7h>l)EPAM&|W@mXUD*;fwH5 zm1NKIJcLDE*^#*ezg3Lw*WCD9ha=l-;J^hw%7;lOylPWwxH4+opJ#y^FS4=nN@Qdx zE4G*3+ceU0*|MAFImAHmXT{-4!VnxAtFiJ5<7xBr4Z5|hs;ymp|Gxgji+F+VM`AmV zgJW)HrUzX=0_oP#EsO%?u>SHwdMhkjdf=Dz>k$NHm!Ou-U=F%5&a+Q@0s&Tg7IfHAgi-E)u&7>qp;XKbpy zYlC4w{`JT4#&I80_bEz3Q5l8@M)nNE` z6g`3w6%$T(Mj4CB{%reKo7^%VdU?nWx*em^$0z^x8T#YL55iI1oz|siv=7`pIvKKy zO8WUf3A&y1&u*87oIY}7mXEU7KsXYZ2=_e0zkmO7M8)h2re-I9QP*AIkqY~Ob+9*- zY4i9TrO=ySdLdO;p4H95qo>`93H)u99&+tEbTH#hvaVRFtEV>-Z9c&%)ob_V`m-zx zo?xl;Tb74>i{fn?ven?dPZE!PepsA8#$Dz|tI(L3%1aCAo`?PVc>jbL4Jc1;nT{uj zl<_km9{7`Zu^ zQOez>Atj@70*{`jyw4LM4QLVZRqCbmtSpPH zS$P{ytM4~y?7LRjfHJ^j)23VdJnz-j-uYJnOg>d@#f$g}ct{*sdUZI>TI{V`tfv`G zuiR^ozkeP8&g;q%n%?{Ci}0A3Bg2hO z&LkxPf;v~lA!p|sT>STM+f=$&IiHz)-ZidW;;k0Yf!cL)Aka>ftm@OS>vGNT*F$<9 z^2UidjYjI%@EH_}-!@I{*tKf}qd2CZqm~vH*`TpTFAskRyZy3=uS;B7m2s1nos^&U z>QxYOuBqEHe{ZJ{T!?RBvc>sJVVjq_M1ONSGtlT|LdBxx%jYvA)?WlIo<&(?M2PKe zb?vDG1u@3Cp4MFVY52J%=H|Sq8eVfxlba=xR%0n%rkW7l$~Xy^ct@s`%Ftf{G`e}e z6CB8V{9Uu#&AD2fo&tums;3hNmWw8iw<}BoTS)uk^ZnomKi!`uyIDyBmsIV_UwTfyp7t%0-tl z3@?o8(6lh;X`O}Lo`c`NJE2+B=q>l}oUJ*xSHJ`W3IVC0GZ0#b3hZl#;G+S5DG*ZLPo6*ws!ZD6S5t+bd{qQDY>xb*D}Twv^AcwCwl)syg$q zoYVG=f1h?ro295ok;qcn+9+CVF_u(PJY=1*R7i-PO7(=SFG5U-hM^E83Mnn-wG=}t zOO2&5TA0CP%kOhLW`4)<&M|+?aWM5f-|u~2_j#Syd7d|^aRfi@K)i_ZXAaBe^!f9e zlFNr@ySTXb8lYM*r~u-OWXoOGD+ulfvNU8g87-bTvAwk6Q`7K*wvVp_9Z6d7=B|Sm zq{2W|e4m3NJT@+_B*-s?HL}qwT_(8@jsH7NO-b-RlsA!YoLcqDpj)?1@$niN$E;`l z=#?JrZBbBa1g<(`V&{9xKHjGKq1m%A zN3X4>iOf+V-`(>IS-EoF?V=}7dPvDJds?$Tef(HdQlc(M9b+9ro`e>cl_G)>92_05 zK742zcEQvz@yPUh>6n}>9UP3|La*_7Cj0qm!oMM6C?aW#?T%t`6#m?PHa3+E)x!@_ z+VpT2;ru%IoxWOzzjbbB+omzJ^+M1t1gU8I_&RmGvph14IQ>pTJ`&j$GX0dRLEGae zJ;olL8nJe5j8drIJF1s~tWvYGbde%x>F8|4UraX5KE1T6S3URsH?49JX@CmWql1$Z zpjy>1Q4RT=)n&oLBDO#ZSQ4qtYvbJV@$oUYv{Xg%6%Q8-bw*njO}4Eu(3GVSyfnk4 zQ%Yj_ycGS~LH+um0XO4Idbzu+a+J_CP_ZhmL`B`$KU5nH9ty>R{NZiixkc*YO^hJe zSmect^!~=bOj=IZm4;tBe!QKB8q^GqtfCt?bVOIY_I+a_K970?9>ps1G8B1tFJqiDAOmp6@9WjffP(ok|YihcoHis;T z{dmID;F5Lz)2GKVe=0_A9gr#X#Sxs@2FAu(;0~JYj=kql7GgC|H;-C&Pw~*YEPy4z zBaOYPz;qJH-=$w41mdhCLI?EH9yjS6)dfsrBuPZdk*pt0F=EoI!XUv57;+h+z&qJC z&Am!w*&Lmkh*oVuffAX%E;Rla^veL!$`gKr&<@qnik0$lQ}4c%+Zwa_65x%6&E)s0 zQ$28nB*3`_Q``~cmhqq9+h_>c{xh=GAUDAaXz2?F-*yQO3sM{(?Cxb>u~hxoGB4tu zCj0oP9i7^4@ZhuS<{GXXcWNX6T$P`Mc#g^ZQTH~)lY*IPX z8lqrCd=Irun8rtL3>-LS@#4O051twKz-Umv^78TusS9jYDeKB@M71p42T+s@Rg$A@ z8KR3?^!vRNMv52e`9$7t&H3)QkIEw5lyk$Zv|=iNQk7A=YwId&Vm@+pi2~NyhzYw$-W27J zV~HV}sze(pNyHOJ86cG=ufRRi*OK!I7FCd(-0O3vr|T#tCm3-+_7vqfio{tz2o$(> zH{P3zi%SI#6yc$O?HM{l3lDuiLITAYi+Wx_NOQ#V-F~mRlszpsw+oit{%*Y5I6Bwl z0|$c1urhWG>qR>`^T_baJz~slduT0Mcc^mKl`v9GL6oV!Czw^-?4ooqoix}*u}Uwb zkIvYjATu)h`-nhGJ}f7I=fsH}I1}7Fl98Gb;%SFOg(GGz(pC`zN<0rExOS;)im>5` zoi(QW8a21G(+o^Zw0UqsHO8#XJ3s%3hpDM4#UdU|`jk$QG*T6VQ5HMQF-but9sBv` z7$%GeyEk(59cD^o3^DQf%NH(HS8$?~KM&I}wv{AXvZXlWxHHy0y;3+}luD%n(nYE4 zI>JuTv)gtPGoz=|&(HMiw>vjE?~(RHn@I~`GG!7f1Fa4nN{}T?o;FQ2$*b6R^zxPV zbO<8(M`R&jr4g}8idSEPNaW&E;pN&;mvUpBS?C?}w$&%1=iGX9mHCFmd3syLpSq85 zUzoUv8K$b-vQiUDc?N@_q#Cg*=b&H54t4S$JT#NOjNtJ=9#6I96f?xzuxLZu=XW2kv#q)~F=h+LZ z*jM6*tMj`W8pcEsiBDzJkXS{ki{5{i6OcLXz_pUG!BNe=M&o!T)dPRkOk^rGN2HI^ zQ*yCDVQFMeKnIw^NY@L2TggfXuTW}!nWx!bqEiVblw4#;S#EQQq4bKhG}=Un}Z}VeW91m&!i9AgrQUDsjUYMVgR%v-}#c_MMM8vok^qiH*Y5~UwaMHl6vkO z9dY*vE+MrI{mnx-Mo^je$K}6;G;6VOAjp$l*4T61k{x;wtSG|MhIZW;f-YXyY!ew0 zlKhMJz`ez2!Q5W0*Ux)b5*keNw*1v6(_6FmyE={8v0?>gTH&8QnVRGODgDTijp$lD zaV#`GK)vHc$gY{|hKJ8gfdRneBs1qdZ2d)IfP%@_36xKU+wQhE+oC3uvp4S2Pe=o% zF~>PLV%?rES-vNZBEFeI?)$izfX4}xhm*S3Z~hSv+`Ypobc~(g-8AXO(x{h5_m-2y z@%+Atj)rL6`oiO#3m8D*+X3{Lc+g372YLN|ZK(rR(d*s%!$0xETO{SrP(uT$`dAz$ zK7Bhy#^y$#udf#=5ccqY?X|SzB|WveTHfytB?=ma( zPr3=sHJL=x>qH%iBpn7hhXqlG!*D#^J4F3>4-es@r77Hlu={TPu#n0)=h)DL{mx|2 zvur4DTV`tv{z(*fxMt_(T3H;X*ClhnJket`Bdv3=hPxK>Ui8Ay&Y)dc@ZGhKQ%)89 z+5W`BTC5az77aP6k>=2ckohhjh}rDixb@ef0IHv(v-8=HGv;182k{WoseN4H#a59f z!CZtS%JQ0;{Y2bY1KZj0)pL6L1V^|&3uy~%HT>|S2h>&Vl=;h-Z$qc>6nG}>Pyghh z24}S>CqTG+r0v_cOMu9gEsxE}G_TVmT8lW@))4T->4xc$=0KjW)eY#DUK_j_~g=I7fhOn*WYnvVq zR@sDeO$lYMRMD7PSpl?Wl1eP8l3(n&!KU!oC2vHudbs1Yy|1gU4 z%>AdkJ&7ew%vJtKkf!Kx^Oze0C^=D1!!UO;G79EN3CycJ=2^2Z&wP!gi~6Of%FAKF z!RgoYY<7>YHT{8Flf?YE9&dBRZ;5?q)D~{%5gj!`F%|7_NyvpD@Nagp=|*j#3;I4Su&TRo zqw&^ecB;>z-Bo{D8{=$yKK}Q48@PzP$!Q-P|BdTI2CjX)XIEb*%hHu^KhXRYKvkVz zGv8FVVG;tMSX%hG)ForWooOn0QB2hJVIh6ym8^bD|A;Ps{)qRxzJ^>ej`*#FXgzi;~=;$c@f_rT1dtclwR$ga>yt-c`G z6vkW0m9qUwNmu3a=zgIgc&cR*2Gb+=VlHOZgHV4Rv+PKEL*3_*dAqLHhd7O9$}TQg zL>4HB3|K~shTUe^v9p6^!vBE;eE;q;OKk6$qDA(*c2dR5mD2v*TI!?39TNWLiAoYkwPA||or5HS z9^&H5cQZ*z1&IzAX{44GG<5u9J;#(!J(|}%w&GKA9oDxXp}%Fzud0x=d$=TgW~gU+&bb}Af0lhX(y%QU)epCi zFWFJ0m-?vb&TrTLW3pPe;c6=Fdolykc+_V+mb$g$e@QyGcV|(3NOzr@erEEN^@SgT znGuVVAA@f^l0Tuk1*EFBeR}eBZu$0}!cEN*w}WF{Qgf~yn5;3MmfnGMOFHQX3wgJ~ z=3U#l_sB6YJRN(l4E=nbxLuT&CvLxLZr&0X{q|gR#xj3vGrL_3a*pjoa&OSLVhr*)MZOE~bUS5Hf z`f4&<$)cOVHWbaoH}_)Eh5V2{yNc^qs)ee^Q#2yddpRT&*GmNj#g`QD9apZnir>PO zqjE;Ff}Q#nbpf=;Ts<1*04;+0K5yYd%Wk<}Rh6EdZODvl-j57!RHX?|I6iW?G+88zT~F2jg-m4pA9Lg}fO6EJ|jo>v<}iliXpF!l7`K9ts+j@%ieRW|(kYr}84;xdU_{dl-!^CQ;_JUe0(bw1&lZuypj?<9^uBbu zbx)tha=(!#mPIRZ3lMci@P<&Rq&>xtTl*0Rt*ET@Y}hpf=6UNVuTqWQrwYZt_4FK5*Aj(jjEfd zJ4K9Zj>kzi^RH~N)Ai|UnN`qLM?-8gQS51_u;d$XnFIAjOPUbA!Bid zIGE}t{8ebadwlh0OCE?uZ1nuVe~3}!W!gLlJCc+zSn6`(mp~>Z08+<# zf+8rs24***&*Y23g}~2%_|4g}97#*6{)3Q^zh`Hb@M2EerTi)>d zzL)GK_qMp@OkhPN7dQ^nn|k6N$>GHcnW|t_D1^Dm`5``w}z zxMN4L_$rYt6EX(&UUs{4?UKlcH*=K}dKq#ZnGTIMTJji5B#hAP>kZ$&Hs8L@4OxRE zasBg+*+$wgKee{jfzL%-@0Cu!qHT+1R!GT3w?U}n%xhg5dIAo`%`LCFJU$JmMToW= z94=$`(59N9qN@iOH~tONy9GKJB2iUh@}PLp*lEfDGwFayPUmCaYjYk8)*3dA#|MCf zeGv5IlTbhcoEt;r)I-M(kf+>pU-v+T>suDC$FNRiW-$1d9#A-_UgpJoo$n;&meh~FYl^Qj+mmz(b*uEmXh0=ghh*5GJER#8D z?ri9}DpN~k8K+O%B8zy+QStiqYx&R7((4Do+j43&p1SR}6O}xqZBfM0hT6ghiWHYM zhEQDg`?hq|=hEXY8b>%A;$#NXT0B&D?%%%&pqox>31CGF9>G11ut^n%J7iw}B}~2V zzfZB@R08`0#^?GG1a=a-uNb7nBtP)NRacMZt>TMk1Nw-i7Jbofu0|tXMEh4^`zY z*c}=a$d9ZiMNu+>m0Gc%+vMn>rjp8_)9HxJ+WPsuB;|J)m_%=TA-1bGb& z(^h>`tlxZ%Q_-sqfSuA%yV?%^;qvaK_f8qkU(7fDXY)1q?zld$mEg>_#sxgJTR{z9 ZW!?)nk2S~}Iz-~1ah{VrvPR2e{tu)OK_J3D0TmP#BqzzRi6Uk| za!#TmIp_5H1n)g{U#oDde!btS{r`5O>UwbRwbz)Wr3nDK$F^Wvw3hzeN$E;U*Ny z4vN&t3xivK!;h{)X)N5yY{HQi*w$g|rbrFukZ_~oSd z((Fo()k=cwE*XbL>9gySkI=m2Nvrr;rFp`SRs8(Asj-_n#eDAtSma#RXqUV%XyY}D z&mJ>cyEY&#rHXg!4Lus%30~H67mPM9{E?!$auNN)A2k{N@1OopkAZd6YlHWn%z4ck zGaYz)E+na~U%&orROe_wKtMPHk7nqFSq6>xZ-Zg#qvfO^ysJNm;bS~!FwWUS@wi+3w zPI1Rhox1hRW7b*b*-^EM=Z=2M)-#y}P4O^n~X}Pmjgn#@?FO1`J1x z@4b2R=6hFHbW4jak4f3djeE|dw+g0NHb#B;aB5;|iu2&Xb3OHG)nPJ$Ufq4ht7Gii zi%q7-2ck66;_xkW>()K*tc>pJ2oJ8p_poZIwMCj%M)`(j*tO$JH9U%*3aOO&jl2kx z4UQ{*DikgM>h$2~sIs+nLS33w{DIu*GCkpCUAqho4NYni^k`SF_Df4k!z~T}478$m zW@>gDd-}|!ll}U&YailDwT@AlzTa&9IqXVXTi*$Zfa_ZQcDVx@YxnAIy+vVH&+zM7k%R98po34 z&@S_*f)1zW#@~x7CS8!3n3!N^V>^Y>&($|DaOiJ2PMy_p8}ZAu?|7ML`1up=<;9B^ zopmYExV%M=-L8^xbzfiKP3zaQ+%DX?ef##xI4zC%?9nH-c6Lmo9+Ms6evcnVzLE~` zAJ?Q%@}5zXRw6=p6nidOqL^l>m10q^{Ns~fd0*~a9F}R6Q(qH?C-~hR#&+vm%f?KT z&;I*58#0nI9lFBs^{0JP&1+x!FbQ!83u{@_CClAq7JlgG_o|WV#L2>PJVfFShs_;E zKFf+-caOf54%i>5k!BgCot>F#)f|UeiqfJwiubBqq5sp4>z0{Fc{CPir1))mLF*PzLHl3NBO=(g-gtqfV=^)L!^_7fRZUe`L`1vo z{oR1v+}upZo+vLm&dzEbk4nrTkH_pK;pzSYU(4>Tn|JTuf7b5j7dd=09TU^O+l4Qa zlaJhC7FLf|iLb&3_VMxY1-hxHnzMJDuBpN=^_$mHDCd?gL7=EwvyET3+CMPR>?kgG z?Q}VR!VnAA2v~e(5Ve=A|e#C}>-V?T=44YR!4EEW3SNM_zli4gUBn zf$hIKsn(oJC#T^;eMO|g>IWasKPtLl&{LPfTYqNH0|ZaKnTe^sTt56qX{-j{&2}kS z*|ga)JnSmG_wBoPg57}+9<=qVb00o@2Mdzn)oDNO{n}Z^NwL`6H$I-{W_BBv+a)Aa zUpHHCmAjSxc42}lmxQ+VvlO?n-o_i)nCrJ~GoQvJI<|9Mnsu8R-O9|&ETO9U$Yy%n zCeR(v%-hh=;Jx?R#W$@fnijZaa#ih%t;=rKx3#sATeizx%OrUIqKgZ|<;$1f<+x3m zPp;i^Fz?{wGZJ&NGqD!fzY-&zmE=(`P5cPpooROM%ib9rx$ASl0rF&r?0=o3S~xp9 zzeAvk5#76YFXNsEA0w1wpESC0uPWeo?0z(oYc;%8B~rdH%wn{=mfS(6Q=jEf!|H;A z?|hid9-Y}^&{+}b*#5Dkgs(TFotcccxTXMw!nPu8-C~M$Am>rRSDu)oKUQsdj!js5 zCYl3JJ;0$9^-!iB%fo)WUr%^;yv+sCp=Xp`C+E_iUG?cUA)|fG@l~-J(fAB+{U2+# zMIfO18OL&1Sy|oe!Dvo4R|`E04-YReTR}r}&fGkvth_wMdFTSQXU_wv@-UeP$b2cW zXC8CAV9SuOGcz@&QEyZn6gfS8iLA5~)5=64<<_B+AOVGd{aR&M21;?70)g&W1mqXV z`h~Pw>DH}Js&`8*U$gCA=!V$syjD#|fBg7i(vo+X>&}V-j*q?r6^S@TiQC3whghSHLB%x3_n2XeeoRx>%_1l+ZID_wJ7V)&egtFL{Jk-0m*tix(fJ$0356m4!+n_&q)Q>}X_nw|QWXPp^iq z?sEsX*f+Fcqp!llHR?~>9w;v>W0f+iiYZNNb~j6#!T(oqch4E^sSoe(?>A%a8ty3f zJ-_*^wsihs+an_-`mZC7U;X2>j7()ywyRRSwy;HWj#k;6%mdCZ=eZ-*k}mM-HKimY z3$U=TJmI%_i6|Y0dyO>w>>s6*oAc#Dy@y$2vdM!l7m{}F+I8EZo6-5*b&@pOi=UFv z8+PXLw}iV`6j-Wl)*2W@go@|o;j&##u6_HIi;!~;5r|@GfC)VZ9N>5V{tGNJPHt{_ z>>y;R^8BmId7OGRe|-PW-%wqu6LFZEo3+;G{6rG=`R${@tc_01ZiRwAwdPfP&6h%K z+TNLb^xe&HNdFouiL2Pfm54=guDu!Is_*M?t92=6;n;0mi0#VNaauqMJCbT+fF;ao z6Ajn&X|&2|U(cZGOzcv^z@_Zlwd=&52a&2{gI^vW_6?PKu!pYp{dsOWv!%-UnR>go zE>i0E-gd{7qd~jhU9<18KWogu*cd@2o3?L{2Q1(e5K!|~%(ORIz2)FBtfR!HW^eCR z%a$#xy>rd>yF{>!-m=TzJIcdvYf7I@)QXNxxN=`b+ycw0P||Z5CC|eA(?fPa*U^}t zUmk~uxJ}lWOP@ZS=~OUfOq*`GzJLmC(BeUoo=(_IAb1a;B9zS5&{o>)MRJ zd}booBfetAic-n#Zmd$11Mjzw6!A6x!n{unUJpWqt;j?FP-QC?g!+q(~ zx0a;0xD*r=q+lIw(0XA1V=KZ|*J0pQJ|7-{&h$Go(?ccPkI!^AWm6kdQ_QOU$1ft@ zK45hlDBSFknYtL6^r5|>OG71gafG z>WR)xCtbOEwdcy}j(5F*yU3;VwiIRtEOSG49Sbkfh*js2+P#uxW!P>(7m2M~x7NKj zxQUb=)2e)YuA)MbIva36rwTb!T0K<>;fTk&<(M0W&iDMrBRpnRXUN}TxSbo@8oZ6V z+uOqh9XgG%x_HY^+$Q-=(0MSFLpjEnk8T5n@^IUn6)omA=CmIN_o@@@?CiWfA3uJq zTEB01=_~2Yh*v5YN6vp(H#1x=>*!_&cz8qH=LnGZvuDo=)t_e_i`UNn z-rD-Ysmb}hrEnr5U{^ziU6qJ$1%ephy$l}1QLhZC{&}$bWMobGPaq@7o4ZnJC4Np! zPO8_>wtLJ<`VJ%932Ej=S=Sf2yaP^Avb2o*_U&7Y!rqnA$mek@lxun$seXQbKdgKB zfG=#%u$+7yB;uwHlvj?$tn@-`S<$0I1+8N76wll$;M60oqvk+j(UNzWIaK0;9DC|s zegA%5c;fp5^>phO1v6gi+dmc*oIquxd~*#`MUs(h_T220X<6u>iAhN*MkUN{Lq&X5 z2TJ|k#;7G#CHEl?L-J3h-?sq^(J6txn z3dr|iaIlruM(Ip$+c1;zFvL^D((Fz2^m~As#KpxUwXa^B8|UCMPFH0CI7VKnQ9AQuH)m8oI+8 ziRCZ}phAcBj+MrSXsM^C_v!QJ^833aA3k{!1yrGeQlibFr0d6zSNI-NEZWJoyP`4W zGjXqghfbe4Q_(y(>va9*&90AogB3f!`HIzu+N=4mB;`*2JcppWrYhV z0+Tw7cB?TRy?8D%GSchz?Q-v}hs{Upfsj)!pxE5F<=CNJis?8Ed@{|VzUp9LQT5TE z7)9?zOa9oR6s36RsIc&zvRBfKGJ(82+8#3_jB$2dRk0H1&xf}5^;wNiO)(;O@bOyI zo%d!EBAGLkPtLhhibxH%Q0 znNfDj+xrOOpCS26l&lgc?YnzRi!Qwj_L$8Ws4=*!7Hp7V`@?&W%#$sEQ@nsMM%B5P z1c`I!?qQM(yP8mXSi9{hV9VcYYONyZF`I=5PfB94FG@m~?PESj>^9zTA}t02@zFX^*Q4z>6Z1a_IHf|Uy-hVE)E&1zZE8CFqI zQL~G?r2yT_5uTo^(g99;0oF*|WsW5YhuW7z-QAvkao{C4H+OekJF+#N)Zy3H*0@#i ztR2XQ4?%yR!0+e=hnQ}#PPg&$e$DjfXWn!CiYW1jev$LBa?%4vZES^ZbA-5%b%XD#jH0o0BX{VXB|gP?uH zAFCNc5lh%n)nVa0IqE#PPar;e3fvCT6<7B3;OES~oT(r!jEvJNdYjxOPZ48LCaPd@ z5Fi>0KH|fHMI&9+vRIgv_gGFKnuXOS8AYRtJ}o6Bcbk46SQVNvM23Xg11QC3XJ^x< z)hU!X_CtqCTYm*cqeSngEqxOkl1f|WYE&Ol>hv7>v+MiE2c$ku1p#!E+2w;?F7E#9%FX*L zG_0~;VX>X|bs6i8McHRM-rrgk-+t}-^^WO@Awl=)bO(mkwW8C{Yieq8e_o+b_8Xx* z61+6t&oc$k0ZMIgjL^eE{ZeGfU)|gQq*_}e)W(Ss1S`ybVAB{jV z*BMd)ntbQIwXItob7#F=cWITD`P66+DO#qdr_JkDN|^UFWGK*aDBfd5f;$1=s)TR= z&=7(8{-geD{-eEwhCyxvK$wWr%EB6?Q2MJgu;@S!gyLqR0Mv^2FHfT^s?zEPu|e{o zmh16)zcbpchv^~wMytvnzr)kBe zcT+8b0Q(`xc#SFB*Jm)23j#?!eDJ`a`q|T`7LD$^Xcs4-*keC>bo$-O=?6fp3MFf+ z3xqC551ef=&DxmG(6==1ozUes7q@H5<~K{)wCk-OqpBhrn1`*P=ePNGja4m|e}Uj` zIfE7Q8mrwH^|hc=Z;;FsY93B0Qk@+BH2-{*gyWtLo4ZOwZUQTgWY0jt#2KUT|Q>oM?I#{Bwad}o`0eD2I> zAaYTv-1~UG3}p@-0|Q6Lr(4m$R%T6E&ZlK%tFNvViNNedV>R$y>b0m(jnpf+ zLF#S{8oq4&4imX?>vGhMh~QGVZ&J%4eX6O>tr7RU9vHVH?;GFzUhAM7H$*nDeiL1NFps^8FXHE>^D zzSh4`U+&Bq@A-k6zpa)v4<0@Y4Gm>AJb#{_x~V~bscO0*me*s3`3X)pr2XTJd3~x3 z0KdJXK>Bsu|H35$Bv2sDzXINE5=&1;u>vAMfa<*yB{SQ>gI{Y68|12D)Ixv=*};Jg z3=9t2*{Y!srJDVDnU=;6m_JoJ>Rc|mp~nwj8to%Lz) zjgBCMX6ElPeF9^XI5;@?@cvVlUZ+UjJHN>YH$6IJVA(mKd0%e}@0=?SVSOXy+Tyt)YrLWa`1w`y^YcAyc;=sbOn1Fg z3$GoLrWzOhvgOOWu$X!4NoK+Z{fLkUsFPId9~2ZrNOFW1LXsnf^IRIYHoR~_@MsC( z%@O0TJFZ{9{;|4R1(znsde50hy5%Jx_kn;~4*}rq1*D0!>#lhnrJfSSYSP<~fqYk` zgIwZgZx|I?YpyINcBOHEti6$ra!G7T43<3L%j9TJG!Q{;TpwfsL*76FQunDPo&=3t zB|O#;0(qeD?b~1D18r-}a@6ZnEdYu4N_pM6lM=F5_cF3 z70Oep+&QxL;Whzao(MWbbymm6BlD=Ip=@Y*^1dOc%`}(J%9@?acz*CT@>^$_- z1T+UG*AE)hd8gT}hc6ftsu+aR$&=TBVneU5+-wT=h7`bnzVQxJI!4B5z~+4#sb@gY z6S_UN-YaQTO+w-Z8Awl0%1C#u0(iVqRIC-R4J0jU5{?sWg8E}EiXV19J{2h`DVNU3 z@MN1d38*=5f2!Kp*gQFGf~hJTf+XS<~2%ubqhQOQs@tOiT`5b?o# zRkfDTR=(wn=q(?=eR~pBixAbj9*7sCYRxZG^!`18O$oCN*{)7AJyss&U~70>hK*;2 zg6Aqwr;fyX%t)gIDu;>?>!u(t576`+b+sATJXB%{mVrV}aZps~z}kR1IpquH2{d>t zxEcb9tIB0XEfl0}B=^(h#4RSu20j}$11hjo=kbqqUSaB$8I;bzI zES4?$0ZbYVa?dY9WPZ^qAJo;y{xGdcc#-ruf8R;ZW$EiA%YU*0TGT96^*v(vX_G}m zx*WOer+@?TD%#HCU}q}vU>1{r-7>zzV9e^SK{d19bLf!VPc>jTOY#-C;}zhLoMIq0{Ah0%qOJ;P`T6t0SUXtS^7Xol_P;sL?e}Y~A;yU? z1lR|m7^aWryj_^(%IvWwv+@J`_Q``^g|$DYk>e`fyTl=I)b z0IueBAWeI-$F!lD$^p5j*6(FyJsHSnl{y;)&Fra=Qxv%Js^lsLIrLsUb?U>uXlf`e{gVR#iUmE(dVGFnYjDw1d7Z{Mb4O+S$4c0TqOkK^qnORu_+%=$~?sob8_-YGv_l84(3o#1O|0)Gkp3{ z{|JL8b`l;@2zhJF8%=)!N!xmuPtVLG&U@o^w`K_V=E)o^I}-{j$!* z`xjAWZHdXD<()a!ufaR-(wVX5c!Vm#l6c*{TMYuje3GzqSWcCwS5#x*mZ&=8J6yO~ zXH&EX2E&J0*tGgtaBw_=Zp|H9j`7plQnQr_Ed~^zsx@hwlbfUN{?Tx%h>v6sln)`e z`poWfWNlFUxxrP$-wuvvfn{ z^)~O<{0fk2Hj{zUDoQgW(f@!>+_IJQH6yt$=anDqks%5UVHbIOK$m<41nnMO`^E1%m*Vh-HQ21(U205HI z)a&TzsLOGqZsb7eO!3sX%YM!C_Q6#rkdVaPU-kXD_t{qfPBtmRumFUPKpXjWc{%ev zR^k4$cJkO} zDHnfx!+v7Ack_FThZ*EK%SIB`o=o3I$nq4vy29a}at{!zkC- zckDP8d};9G>gK5~6NIEoZf<^$9z}p2Ro(n)JM0FH0Zdl@(al$DYE&&6GnEcs_;LyXQWdWgkGPAd%!Y74 z(x}U5w~1X47O^RI2@zp(#=os3BeQ7HB0>(nySv@0JPj*y{+gBz{QFcBjzI!L^v$L} zpdAA#n_p9PT4!!D;Kr)0FX3&FM>_Tm{rdH**&nI|NFfpO=)GAAUhXskI$6BKUk;ZT zBOTMOT$w~Q;xm)8gCL9wk^}ICq#J;Q^W2Xs!ezHFTe`I2YermUZbTcYoRH+oKt6_p zx?_iQ0z63k4_FbEkWV-0Fp@EASaU`~u0Yt65yBELk9iFt1bzQr7kG82Idm!CG}{b( z*?Bc%JKL_QpIl4bIaRavbvCEXF;Oq_Tk~Z$^~r$$)mB#amro1*bl`1YoX%U}DgD&q zIT!6%h7@10ElHmj1?@*sgcqcbbEc*o9yh304=rAqc1Bn0C&(`;p7D@Q$t&*_GRS|!pE87~l!go#6}T|4!1Rb6 z{M2pp-@vrz?>BAj$evzElVJUsb{%Tw@TzwYbF?Sl5FFhfen&pgk&|}I%9e;ata=L#%lt4|Y}mk(cA`i7WUDCslnbn|~WJG*|Ye_vl~ z$p0`rE6_H`V|FN*LC7&i?8FIT+YuiAdcx5S{5;@kXrOHl^|9U-l3MUOC&u+{4Sy|2 zrX!Bss?IJhrT~9y3OJ=YYhH%{wVPDu0P_(@2E}r4WTbM*+N00^+_;y6k1wr;CrHTY zEYUfx)6zko2|-Zo=t*m?f;1?7NtnbdkS|KejT7VJY%o&Yzki>gj!;g83BUuNZ2~Xx zVPF#t4>-Tn?+zi9MXJPW|E7(;LumrE=y>YXWV1z#kad{FGmXni1 zz$3(XkkWglNDU&;4wj5n3gThPL`K3D!IjlcBLd-&3=x-gNWr7}`sIx^Oi`pZ`_+U^ zX!`xbePT}niK7^$$PT{J6akEPhMr56D5n?~!J}uf#pc^TX0)TeastQmy z!~sDPH0*bwM34jHyL-=`)4mAB`i;3rrd4yy0=A*ps1*=FFet>{sTLY$bD#V;H&0D^J#pv927eV6hGOd(VrnTw z$w(AT_>CzFw?g$@M9|)+p8ORgeMP#B0TH{1hV@eXcEyVm%Zp&W0LvM`Dm?IZBc4D} zUfvhEnw6M;3`hltYLmcqL*BXOT!ptFJ0L}n6@#MJ5E`$)e;8q}NP?T}itq6uvJGL` zuunTd!2L$NU85MY6ys7cKya7Ak9+-qX_5X2S&cQ~HaYxSKpTZFw)&=R+hX=>Wkx`u zuFJ3sZ*u9{7ps{e51nIhY%Fcm1KM1QRkH|>Rg|@_Ic+6S&`Db%S)i2 z8&GG6I}W&%kVCvZ2r;M?BkY z3A0)rmMs?|L41{hj@=PpDn5SxEG;WM@=#>FWr-WCNW=tZ;X|AjQu0U(u@?VWRW|QY z|x_bKtTpN#?EDKW-NA5Gg-SN{E%W&#?#N& z_a%I)WRkF_6v3p*6uo}^nn3f1>cIIh;&q9brU}l1E%Uo!tC>y9bvPD!GR|S-xbk5)Ukv(ssAu zQir>TLG@;2WDpf5*(4r#TkDaHFg!`9@YY=QX=!QM!1P(p7)G@i9j{XkB!O zCg7~9|8%B&JBIZJjhYdG+hu=(rT5nT^ukZr|<>5A;q+BBCjMw<$Zjx z*AJW-e2Osrysv{lLlLCpFX*qSjO%$#E7(A_naxg5IHnLaAvUeacKpol4&qwCfS5~! zL-Ucw-miu!$IoxXLudU{AVb!Ug0-T_E8=P6+CgF`N9UKi?$FvgvZpp@Ij-_V)FWr{ z;>9FI1#Z*jeLI~8wD1?v@SUkrbKD`Z6K;+;f66mE+pndnRPp* za%U%_3ud<6`IK3?tuY*avIw#3w1np-L=ZJEECF0c$G5`UrnQN$z+X3xA~l%2xwe8( zO(_tZE|9FI9HaUItV@?WDv4@j$;x;gQM2Zl7%sBd4L?16y|q#C(So7Kpjtb_*3b{} z;X_>k+`{ecM%CJ{^~K?UM0|ni06SK`h-m-x`)t#F)L=C@8!STNHT*YHzJ%q3C96|( zZsIQSw&4rwyEVpzYp71~P(UJx&eST@42Lu|4^~G?Ue9I9O6x@6C=)oJv5i#!9OYE) z&(zGY6=xm;JqeV_#+}E(FVV_#hZgM1)M>?XI1OVV6cC=6q?bKsgV>y$oE&-^)E?}W zRYry3*S;Y$^j&Y`uD|6yJIIVq*u)dxeP}j`^9h7 z)#_8D*Hi!pC*z9kI+8m#m8+hhdzpkaDHVzHfGJTZTB_Vp^7)2>7BOo`w-K*uHNF$y z)hH`@IgpijoN@zTy)&zSeAoyEhWKmOu9;O?&rUmIc-UdfCVUyt6tRT?o<@L;Kn}b& z&$%TyueBVVfd*=l6B0674lPIr4wjyAN>At zLnU_5NSX8j6O=Io1o-dQih`F?3^I$#`Sa&r=X#IBZJ?H0{0LbDGy}O~hQk-Ui(Djq zHl=)Zu`vw@MZsKaK^5fBtQ+ZV9+7xXXMUj5ee(zxg6}?1%uGtjZc|uQDbk=%lq2O| zb^B~*W{$%*Y@Ud=u2F1}=nLP45Q?=~;b6x0$R`6l98rN0j^^`=Yo9R5F`s z8F&>qCPL~wYbGK~5MMDOjV3CJ;{AoM5UD?5b>W^I_^(GNyjgVa;>Gk;1=i!Q@<3Uu z;V~7UD8~s5zK0PF^-neOl6_0wB5Kd>8CpF(EauXUvPWN_mf`@9n>#&t+p(|7qOteq z&z}bmvPbCn5@TnY1s;b_Q8vGN#7od9|6vNUPK`x9@)6J7o?jwN{MN_dd{M$SjGtJ= z+JR&jaQE(A$KD1LCUHeop!rbFlB@(|Ap++oN9(OpJm%bQ-cFPD{fo*_lQa-G0du-N zvh@sXC54?j{mk}VRYjJ8A!E-mwSxl#rO+3L@$fYkbBFr~Sl0xL>dWjgZPUdNnQpgU zx7A+?o)T!abQ?E9<$|EXr`LoJ(qi)K$~?g;Y=_o_2c|m^emW^8~XJI9-rG4M{j-ky4>| zm;lI=VnaPM4gH?42@h3LUf?2DYx;V14 z7xb`A`YB$0f~hZPurc@jz6}1|0R?sqG)v)C%u6pkODG-=(yuF5E~6irQ|U|lK`^u2n<9NCC^7}D)4cURtq9&?B2T+(a6&|q2?XMO0WcB?fKk0Fp~-#9!VMZX zY4!l=$O43*4(YiHZq)A`9cnRCn>TF=#Z70=PIgUVJ&qtMeuj97osMl)F#KWHUH*m= zNJ?nRz;^P7AF6RU{|#vsf=1W@g`gZMo$MB?VXF?)AYtV~m(@-Ia$&HZKV2HQnEC*pm8b1g_PTEJX zw&&UGu_jkpXGx1Ix6jA_~hS*b~wq<>L+n%Oz|x|IE=!pB`E zqin9e!-57?V|@j{qJvZxsMupzwpe-;&Iqr9f#l<-Px77qiWAqz=LwP@{7R#R=1=EF zvebD@4U>*8u}*6%v33%X(9Jgl&Wywb#rJ3S(4t~pV9Y3lqG~ClxrtlDONV8tC!>9~ zL)!d*5y_6y@EpOKQ&co~WS(Mcq2D$C9HhDIKmR8?C&xv3s9s^Tpr{VG!cR+Sals87 zL5=AfirQTuV*@2YrQdZExq)^tO64#Enf$hgBuOu#FyfscHtig@l6TCCF6QE=^Ekf1 zpjDsnysmMfza>9WmCNhTKZ#dif&8L0=>1KL^j>8Ya7DwLGEXGFd{a>HREw|+l$JG0 z|ERH@cXXU*kbsg>AQF)G{I?N^|2;J1fA>}XPtltH`DOBdKk<*7OYHR*a68b^28V|g zL9YB>)fA`oi@7#QL%8*WB95f|`8>D40ufEI-fV-tmM(l!TwKZ*L??T}!641m^Q$;L z@ZjQkaut5MJCv?9)~#=r5epow!hn6gXvTo(&NNztF4J4IE?u!{N6=p-C6Drr zP>id$i!?Ck3lDuc?DF%mk=N1fx6|h@=9#-;S3)lZDUetWS+(pgkNg`3Ks4-D?;I-v zVU0|SIy5vZ>!_iTQ5TXOU*FF8hopENgZr!&svD9N3w)%3qgU2zKqY3gZN_7hyaVK2 zhVJb>IyyQi`uqH=7Djf*q3iu|wjeo>FN@={pZCDzBHoKns@`D|N@tV)Lobbe#*)XfzNOIK zeX?`^sr7Uw*{agX6{+b7b?e2sY?@OxT{eBQbI0us8}g2Mp7&%u|M*MaZ2r^xrxKD4 ze{S2;TrxBqDPVWuCzCCA`xl|yW`RY_cO{wchUas~SDPs?TwA$Jd7~{lT;aEQns5|^ z^2Mo+hk=37==~_4d_=~?Gc5M?<@G2sZ8J1^cZ=~Kyq>T^>eQ)oGBQOgK1WAKUrk$> zQ~uSsl<)ofrN55k`}%H>dLMUT!TZ&6WRt4QDJ&8qAffLnG=C6!#VOy!#Ki7f3#PFC zY_^0a_khKsa&ojmWv|{J9T`~)^V$*JJPHx)-`Our&z&~b-u3!mF$Z0;^VzQ;!*T52 z@6X!k-2U|R*|Sy4Hfufyk~9G?%&~8u5|A6gsW2H4ho0j*H0t2R&rTad0{|%-5fO39 z_q>`vN#6t#`5Shin^V!&Hj$OAK(dyBSwoSJM`+^uPyEdb&{MBMWO0<2m+B59hXcO7 zD&;&mf9?L@!HY-9k4v_r z@QLm2VX1Tar}b-|rKPBIY7`5~oc2pQ{e$syfe6ED8oq^9led-q&~CYXdaK8V-OyHW9s<0Aj$jQ&?wSsZ$IdVJ;))va@v7j0Y!CXVlq(;T|Kjtnw|@-J5K zKRKiS?1uQ)E~nqU#`6QwF&;kLl+kF3A8OnDZS3@Z-*z8A)mxVkAh*EVM`D*hI7KDKY#fM-oU}bqqJGe{yx;hS9Zk$ zlBmbH-$i6)X~M_}0k#^RAr!W&W`@H>E75FI5v_87s%y;%_Dks2e(4+Q3b`vHZ($LOIQgX#J-6hQ zb9KF{9x+m^W)eIyo^(heK-(n}vUu3~T@n$n&Jh{P;>_=~aTEhb%1NRd<_9B|N1-v` z91)F4i|FK}3mgoM@2)L;YjMG*HwTG=0=bla+8LE*XKhkAdMkHI5tU*VCovDh}5WjY!$;|{{ zhOp-n-domZWv8dBVzznrEL0-a%wg+pl%ikPp^#2xsdN;CbRPc5DRgF)wro?IzZ~Ux z9&I$r;K=9CkM(7bJp;?(07UXRkxNS6**Sx_Js@D#{d~Ca?qadabQiK+$CPmcvZ~ME zWkHZ++^{f^{EY2+v@fEfI5c_};Kw>COmhS(YM1fWn@aNXwx7movt84eFZCZMMfG2E zc7|ou3(?tuyQB~&mebYDM^ytfZAp6_oO?!)9zSgfLCS;d(3w;sGOvn(4UI-8-F%C= z&)oLUA3qY~L4#!)evqliYyG>nfe-lU8mVJi#v*Z8bl@QgBB~wRSm4f*nVnJ5o9G;VuJ!p0-xFY2;{w=R&v8)qCB|ugz~^3m8Wt?Z z+de*3Jk^>ZW^ox3m6erb)q};dhZkB(9&`<1&N4Lj1J%|CEu=@XiQcfmN)Gy@4Bo|V zpM?!!{f>XAJ#t|fcf9;BnVCKh6(uDX}L2pu%}I}C{#KIRxlad`oZwu zPs&Rhb8v8K272m*l$9t}E(owUj~2F9-UNmx0{vEm7h=dRY9H!=!L9-=ns0*00ZP~> zwRi_{lzk<#NWCRh29A!0tUZlX6|#KEwgmw00wbIzuzUU!o=Mgl#tu$?ly!eOG1T4# zLmF}O?v?^!a-S8%kr^1V%>Fkkd%S;daei!ZUO?pez(tHmAc8;ljgdnONW_^BqYI#| z1#jggO?mDJR&@(FfzslA?6Tq2%uK-^v^Kyv!~HJE+7*jvb>#f*V1yQPdV@0KaUMLM zjqi<$jkU06`kbh!qqF_z`Gxlsiz67o)s_U_Wf=Zr&CQzDm%#*?IQ@=i??duvL(oSn z>C|9z6MACL-`CNtM4@8}W#DK*a}_P11q#Jz69#><@PIqZ-S@k4o2{G{Lb~VSKNM&R zj2D`j5&*LZR|mr|r=Z~EwUM~&QFX?$r|xj;VAk)~_xRWMqzcV~m6l`D&}BdBdVu8|Ls zGb7m8zCy7~|Ba{e*k9twP_A@>1gyj%FZzGo>t36+Aw>1JY^?i-2ZQ3}OUxR8@o#(C z7Dmu$6+)jJB0btfh^v`6dm&aD4|80DJ2H`F0cLm}Mldaf>b!BfPjtFAhe@>Y-bMRL5_$&nF7BefkLYC>K! z)L1=-R#GsUMbZ6@O?{N{SDz+Nr~IlC+b91eHIeLp8vTC7ynE2VD z#G9X80CP_k({fFJCKivxL~e(ky2{^s;Q5N@d0rGi1d>$=P69(tEUhpX8{0QNdBQ-B zy)dm$jm5K*yCpsC;nSLs0xQw|Gn}_%EgL&~hkf<}mhgP=5?2EdsRouyhN6KZI;4EL zKAYM%23lrH5knO8>v`L(prATDLm8lZwraLt->iKODj!~u>aMj6V&uqPM3$BVhG-#S z5OvSOz`TO3IA}O0cf9aGGI1fow&CTapR}+)TTg5(y%vLJ9Fkk%1YqD=>s4n7%75OtC>zwh@lciGx#w>m{|CBKHJCb2S7vzGF3^=0On3gEcy1)X(sK`|b)kTidbVpy z-R=~HDgU0UX?BGIuDionqYTxhsRlK@5k7TH*m?Eyk1Uzc79@F9eGRGdS*6xqn)Gz9 z=#^w>vblKG;f>quu3{%-9P6E+LXSPLnKllb_Pw;5S6Z`WKYyVv#;(umnyRKjhVUYv2di1UllRG(s zm%3{{ihJ(Ckc58^$en%#!+`_Z`u1sOsltI%fi~YBp9N<0i6@kVmM>p{!v7#AK9Wu_ z-dFRVr^u|>m09WxL>aBCUpW@x_|Y#6{8G+2YY%rXMyVXlsLGUb1_Z;CCASC zp7$2$Z~@(;1Xo3O-M3ZXff=%c4b_N4ksMzMHbWRC6KQUF`1tYG!7mGo_za7= z*y+=!VGpu-GnkhMw@+B<6gk%s?(OM-V5`D6bn1a=sriZ8CtM@P3bW^ayr16)$9(5C zEZM7u(9^<>&}^oS+4CLGjAl$BJ!drE^pBRCe7JL>BE_Tn??P(Pyb8vrs=Od4DeSzq zM1dyo9^Ceo6%|1VSs1B{Li6|KSx%k^2ZY=?yOE2X9W=G+jfERNd*X8CwPExQVN%HX zVGLY4IA@oYos;vk&u?9>`S#-I6p#$ z8#4>eDgJml2abIiRqtOdgg-andYnWAhp|W2d^q z%i_d7_${Ab`7hR`?_@z$d1;gC`fq5uI437}pA}UD>C>5aRedhI!`Bpni%ONj#fKh~ zBj{>51l}KTEB~fQLe#~N(qEz^In$K9{%LLY z--nFzzGfWc5KQ|iqPljCZPK?c}8*bgB@oaN(A@Air{lGk@*D@{Cnmzqm<{SB$ z>#xp0Eda?1cfoIvytC@(UEX@8MQaNFwf8Ss_aDfT(d)h?N5{qagOSduuG&V|MC&$E zs{$x9a^F-bK-mn3$Pu;1LLf*N5()?BK84B~96hpiRvK$kSG4N}^53xdreVJEeS*xk zwue2(^#iSGQ~$JjP5#T`O)vQc%{b0K+${x~CPiR{SRwbjEz}b`5>E}d;bf78ez`)46v|m~Y`rGub|xhyB`LvF(c|Na%F1A# zETZD$(}Y0m`y9W#>|_FzqZz0cl@P3U|G7l3rnqnHbNkTieb4@I&kdGe#3HAo6AxzC zl=OQbtFW?jc%686P5?a*geHejaLU)z)YKjtkIC2P$2mATh4g0frXot(+k`24?PF6) zIyxop+ft+B$vTCm0vhnDt+g@HT74tmaZrM0Zv7XM^1@?;=clGpMfXV$n zHkE?o8KGO%J>nf)I_uA8Uh|x&ML2itp}o0Ik8K9NEFO&IQ|sKkDdRI|R`o5Sp~4r9 zqdk_7wRviRxxLzV-QQ3yig$hYh$qcJ;}Y83=6FQqtpw`o8er;rlp_rSSTSzl2g8{54;9TJMB);S9@o%?ryo$pIos~Nu7^>y3rCfHqc}N1R zCk~&y&q^BkaYhoJy9}-3DifDPgmwj&!jJ$;t*NCs%}~uZlyEa)ftF>MF0PK6n~5Ny zKX#44`K-0~XfbIJxG6e)oN#)CgG7^3L|E9KO9z&&XFqp=Z*-ZWZeVOg#8je_kq#KajDgIFOHY@e66MDb{t*6;01( z(mA`;VAIBOYn4G5o}q>35JNT;?)VlLR4$V^D<&5ImO*@Gcj9N#z(BSGW@!CLD}*Fs zr667%qMMU5O^Af^Tcsd=ZO~lE{ifEr#~xdA`x{2Sd?^N=HqD<)?IoU%9H&q0{kiVh zaF(B#DO+~|Ux+@qxq#k{{QZ3Irpx7AAi&R`8h{xiM~{-e19BkBRs(YA2|2|AidOXj zj|pjq?ix8^mtp?aKBn+q;_D5b9o{?B>y)d2&3V;h2ym3NYBI(I0<0iZkfWWkR#)$D zhI&Yx>bOu>gI!4_X7z}9%|XH_yR=+he)giyqO+ABM@28YdEj*PUYvAFI%E*j?!VPW|; z_o*P+qd6tg+uOT8XU8=Vgtak74ba60)CqubU`F&oa*W^Wpj3vr3UC> zX0)C(SH$Jcx)8DW2~PdFBod4zVvn;!f5lOIeGS#rU+Z5d=O&vV-^XdWuc7p#5OyiaV# zJvS;k8V6Odb=3D*fFvc(gPiF>X*^#?Oj0rVmk7w#p25FdP>o(9mf(_bIOVkLig?g4 zyn2As=MvsY@Dk}#g-mfIy$5HClCucoGCMhNyYM&a9zg1uPW6cV%+uD^X=|oZ*P*+>j_t*`?%+q`>BB37A$$%Ps059Ov})SI&m@ zA1E}B-@Fmq$jE5Mj9!8^VvAAM(eZeb*rueS5(wKtAlf4yamJ;;(S&Rci@_rp=UN2e zsyqm10GfUZvd|T90hxY}sAw||o-3-Ts$wwku0{882YfggST$EmZhzQ3E{roP=hCG9 z7hV4y&-LH`{o~3=q-Y8eNs2?2PbU8JQa`^L8#TIpyrx z5$o5lk6g7YB+ratJ&YEwwlLY`B?$S;D~gAC?C!kELkxpo)PHn+?ywh(H)4#xbbesV zk`b7ydAJ^C8gGwbZZt2Z@1sivyj7*mT~9vkvvqcDm+>c`uKV`7aJTBnVa>I-a75t@ zdLuS0lBv1ia`Dcu?{AB*cop8kr|mwD5l5L;h~X=DD)uLkL@sgtj5l|;ni>l~={B7U z*FVUuB|OA3TCD6*(DY;Yp4pC$3rWU|;d+QQ7xq|A6)<`9m{CU6xk>;1_v#%!YC7Y` zmu7H{&Lk&4P(y*5({}$$Lkx42M^PWlbaC<8y|BG7dS=UQslX&*YbMNA`ZDcwUxN$)LAG(umQ)B1A9?MHX9&y2N9*VbH&t1yh0LeUAsjEXBan z6n9ZGd!~H1cJPdX6XV|Ub8_+7?CYUY_Nq0oeQ?&umoHyRwU0@UMCknDUS3`-a^sk` ze}7}?L!Wo)H~OW^;U!PZ+cz_}wrIEEXT(HA=om&!+mnXNFOAOrE#`U;?%U@s?A|;I zcI5dqHa6ydX)p8f|h zoqOnbG3zbzga~)%-L92i8vvU%`tP^POfxT#KG|pg@bu%2h)nsjSzIe^6SJi3`avC6 ztqfT1w9{Th?%K4L-K(Bpn>}W3zK){oj97VY56v&oG{uDA}p2 z%>m(T2YI)QX||lQiF_^rbHIWMK1g)UpPw8bLa{^`PNmp6@INbRQ`1?rocj{Woi{3P z={1UWH1zLIF)+*F^Xsa;_Fd;zcFr)JGpia`>zBelb7ZOCfM#Xf843l@iw;RJn4(5O z2_w`}HB4nwMlqu`X5$YhV%|Dx=oAvAz*4Xv*t)j|dKs!Qs9pW*K8xB{pQ@a!WSpyf z8sj=)@|X3eD9y>)IZ>>bA*eCQ^|Iy5$>G(nBW__`SKi`At}ntVN914Xg98bC`v=OW ziPPhLzxELQFb+Q{{BVx>P_r$E%3j0_^*wQe|5i;(_O4S`Y;Mo~+g3loHIwFK8e5+- zhTW{v681Qk9u0eer0OicQ|j7&jn?u`D9{Q;$3T7&!gdk*$q{EDWN|fiJ|OJRZT}bB zg-U}f@EivWtERmYd9rF}kF9^@Dtsmg)dP<=pJ>`LsOg&ilw4&|sfp9Ho-Ux8Ik6)2 zS3~yZ^%#4ifYBj*aG|e@vSf1up5W^5o-{S$*9o&tmXkzw!IcipR{A zt`b*XX0M~G>$1RKr!`{mDjk7M!eyK&8|da@kx%AbLDs_Z0acGZTh6X42wTi)j`SkN%4hB%A%F0w!TY6siS+XS2|L^x}k6{C*azE`|U1L&GQ;kTJ#C}$| ztRxzS2GtU8J(0=ln3}%YjI%s{_W9{aAN@y06bj-adxCI&CXpI4sy|YA89(N1`z?r& z2>JJGLEFzh2Tz<>)%Np9mNGdZQ_NEHqc`7KebO+uwXG>@B%)elArFng$*eDi5@g`r z8s_7#KcTYZyNOpa=v_PdP%+MEj9Ox3uJQ=nvJV1w&CTNM=6+fegYierm5fzpGu>~A zr8w1u-M-io8J?-AUp#ecWJ{iT+rmITT5S8jvUU?{!O<0~DW1F$$`vS#eCI9_EaF;w zS`K?8kKzc2*02HKuFK(Gtp(lv0{7;5@QrE740F}q{uXBeZC5p*)-vLe_{b_IdS=U& z_V4H@Z#EI_PV?r>gVU~!4s<1gwlKUco(awkV?7vz4Siv;yJf@mAi^&8=O#jA=MUPc zYCmN8H;crKjCbOG;ddGR_3Lt8xa2X5&inT7Ux>rNR3u@KVdS@J>_f~tLC7uLC**Ya z5%b;YOc$wDWwh|s*gD;4eB~BtSf=iKZqC(*$5^s*hQR4bCOJb#Ci44OVnz92!%l=0^KmE5nxODE)H-W8$WMyJ;E9Z}JyS__v?2 zRav(0JrUwz0TRH+6Z_0t%r~4$_ISKE@Yet|_x7~Cb&clS*3Wd)ri^lMf++6_5JTJJ z6edCk8JRUDFEJdJ+Le;sX+PCZv?wj+`c;JSx7+Hrn@8h=Q2r}EJ8P!<>+#11r&N@I>k$4RsL2&~S$^2{{w~og-(1N*w&i!p zXL_5xua_+gscs#AGA(CC>yKK!y7?Phf2L*rdAQiq^C(!hsz+PPp(+mPT4G!*;c2F; ztN$Hu+PjgcR@VBKP?;}>71&y>1i+T38wmVXilMSw3y}IX+{eu2 zOA#InMfgOm;<=X1RBVsRxRMQaL z<3}D|BHc8AzFY^Uul3^~b3?Ffr zc26~#D75-Vggv9x#zH^b*T9{p^!EEjDo-ljC)o1FP&~xY14fhX8_q8Hr+0lCxEDk4 z2f5Ggp-q{n7h}PaV~I+g_U;&#)w<>d`!*WH9s`feEeq!H{qi3?FyJ{Y2yM!^yS>~0 z-W1LVF<>6WA|O*J$n;fmRrcs|>{R9Ok)^MFy^(jKOA&%{V!+LcaMg8`(=~M5jzD6* za^c#726*$IcWfzn?>W@{|4tNx!rJOyjgSMmatv5JHUcJEsx!z^|Kvaz2tz>oLpsLvn%F^ znf}$YP5QOTAXh4Bmu;E(lK%aDH;JT6k`uC<(Hpd8pL{xq1Pw+vjyxVfY!!Bj^VStk zWF%=$-KE!J=|XE@7Q#ZE>em}88(P-o4?Mzhi1~joeqj-xo~>ZEC=8O&kINKCB{0UM ztD|!!=l5`1ZgWnLtp8RNPZO=~wBvFnS!KgdK5g=udRx9VvoxrEi?C4OjJ$*aIY*I@ z!kB^Jz^Kc+A3L#{sv_m)%{f$GhqML0Ar$IBjHH98{ypk4 zt-`xF^41wF*Q|b9w)+2GQrT}~><7$z3_>9=#Oj?xE<8IhaEdWNlMouwHFloX9+eU^VBR-x+gFKJUat4u(^6aF{TMIPvflar{Qb@?cqlU5hBnqeRWm)EC{|4yjOcLaq znA#>veHF$y7|ICAEW`Rw5A2ybq4s&=E~XCq9LwbMuYO*=X4-~J1zcRB7d7?)3V3j> ztw9T@aBk9M3V}JbfBvO&GJWQkP+<#gyY1)}=XV`N#VDL7ot&hS8mHuy&KCazT?999 zh*{!I9tEP_&OdHlrr>7-2Uv_9Z$Y?R3C(1|(f{LQ+S;kz4&hYhmy_R{B>(OOtYbBU z;q~^e`dK9QUzlW8bHM(mr01{-`z8TAGee~<6!tTD#sW2<+3wUdgd1~`wD76kZyg5~ zQDZ7`IknmR_k}TfsWmkxM&8XfFfa)2e|y05Uefx>ah6UiHIGINJe9jOcaMU{fQ#1p zE(cv4J$B@FH|hOtTyD66(m*X;=Tw`MC1o0$YahzW>gZ%0Dp_&kaE5==?Z2x=@nN2p zBqc}8&)jTl{qRqygYM$W>AF1+goJbeMLSHdH~}v?;jv1^$~c&|R_dk`DRp1UDJ`$g zu+C6ebK}^+4*o~lo);Gnl9!hcXlotC<4mtN!ypp?dI&g22)3_wRH!;Qq+_2no{nW- zM1;C|pgk^UIFH$P-?6QyoHW4k!CSY+NXy7PN7ozk4Q{gY6dUJ%x2{~dVl#X85dlBE znvvpU_vFcw#j93{eH)8cuC(V^t*G0WQuj3UVQ}J|AoVpjGD;uoO9Zqw8)7gT#n|{V z{4cJ`QuBWDqg z2&_1nfI`?9$2W9|%Hji}am2Z2Z$xTO1#fR}Mtu|5UUG=WN(>4m(fnX3qpsxaeQKz_ zzV7JJM=6q~f)<`eK$*VrY~7cT1@0Q-0<5{L+AP2jhsiD4Us}Sa!s&zAw0z&A`}a>E zJTJ~Yb?vs>%$WxZ3JP=w3<%|;?T8SYG=H_Wti_s99aB*12&I_l=x2~~`S)$PC^}L*s(R%!3?YD3C=(bOR%pS#~Vk#BtX;7J&K#E?N zaC{pNtxkzK)2RRGQKK9uOz1H4j{eZ0)nFrtYwmoV>*{LDyVldwv$3)YMRN1t@#9E* z2oc=w#0koV>cq*x!J?bSctJ@&C$W~bjB#rIm+YOHIe7Yl+W`~Vy_SI67qrMwTv;5~ ztur1ITz-)bfxr__2m2hPpLiM0d$Qp#h~L^p1yDKR{Q0RojRB{M$9g5_Mp{{4p$rGp zGDNqJ_du6%es#gZ4!!%X`|G|u>6f_a>Xj>a42NP@ic!iT@fi&b_eZcyXLmB<^>wYy ztAPkR;-0-j7)PajYgzE&vHybib?u*PIV$V0Ri=PCMF80!8Y)>`Q}cq>;ep@%#YTO> zogMK=#j9{z#QaC!p{N{}EE&k4(y5$AGyqy57TLQyTBqer<)P}18+W|ko$VF;!6^#m znah?9#uYl6{4t61k-&R<4(wY^1Qqi%ETqw8|6TBf`M3Z4h&*%0&2jErdz`M%KpBWV zht+I%vHtZVS0(VflB`tYVQCBAhP}N#bFg9gyHP%Xn2)1v-w8l!hgcwq&RaYr9D-st ze0x2?+Bsk=b%oom7OR1sI(5RODh|$HXZGB=bI~O1sJ_~Id(p*csg50R8BhPy!})v- zkM~z|y$73G&6jz3?Yn$=gwpMkjc#GrSle?5{@QBNq)CgHE}aYnrls}izr6N_iXzh| zejek}Uf_2MYJbT z49owtX5grTy@QA~0relG$DC{6Q<7b7;(!tvKqYr+eG}(#9TtJGS*Q8@to_pm3)x5R zc%5^0XSccqJI#x8rbzc{Q^PLHVB@Fon@@)Hl%w>_Sera`^=d=haol};x{Vky;`+^- zmU>Z^ItMG5ME{maczm$fNNoK}X{8yBzi?p>t*J%4Lpg1v@49u?IPG*VmhD#hemxd9 zQwjV|ei7NiKhG04JGfugSZoj^j^tf>00?+n73AF!y8<%EFSJ%Fq zJ_7-|FIu#f%0WT`a9e6mWqEDwUTn|elapn+t=72PX&%h4BPvN`QyOaa-nDSa66vW^ zr+TeeahmEzfAf!~;BN6NyiCt}5K#Pn2M9$+ ztUhbjtn~l>6B}!>qjg+*>t9r|`uM+|C!H45uo!T4!{@1oCq(5D(s<#hgd~Zs;2OQD zrw74b|Drri5bSy}dHT3~A+m@K*2H1oM%2f7a}qE?USCXt~**>aN_9(2Exh zvB}*DznL&i;VSVH6~tEz z4-Z#1_EMBcPY;lI&9>?8-Kv0zc^mKEzwdj^gUg|s#I2C38*TrpsHm5zsp+%A!Vu1N zX3OW;jVm2{wJme_yFm4slS9S4`k$YsU`Hke0@{4sGT3i8>cfZ6*J9{_^OQWTQRKRH z>%3^`Um`Q?T`CeG*XlH4rhTwuR)7BdVYQPLE8N65CYPjN$=kOtKo{{sh+u)pj^wY~ zto3`(gd-Ma3diW&v+u2xeMcRkhDvM-1e`penHsNYSxq z$0x*xjCAkP*Vku7@+9F53@x4X@S)w|&a3D;K7RaYtr6I)iSfk?T)jonfr!g8ARwUN zg(y(3V8Z+6*2dwmv9MWvwlFe`+x3g`o9(k#x3_IMYUm-;S5@`ku3hr69?2V23PQUL z84xgTGUdaA?CjuemYVaf`-X@@2bV83PQdcQQ__&9M=4jIWT?Xe>6)2EW41i?%$YNb zy}WF=GN<9mW>6?%lfMlDw~Bkpue4H8QAu#njs7yv-Mv3Dj2GZFKwpvcxptz^rO^`= zN68M;w)QLY0PO6hOi8(ZJsNis0>FM7Z6QqSJtL40t(E%F+Ki2;OaS$#m=^yb!4kYl z3$`@&TG7eM%1V?V{EGJKe={|x9S>zVo^9%zw;Hfu+Vm4+HBC%RM9m&%IRW!AfrmNL zv(fH{u!U%hXd;x9O5VJ|-$aSde-F_0GSJwBloVUge6h_<45HK-|joC#Z94ONp<*O-a#&GD+6D)gcY%4+sMRZ$-k)yYNii2{c2dD z;#hR_!6QmQBY5Hjz{MG^t|e||k7~lOFI>mA&453@2D|x4ckJ*YsAbeMP7ZzOC|r0B zphpsq-fYil%ArDNG23BB1eQu4=0J5pF}5!;hP`AXE=O??Pm|qKXIKjHdEEIsw^uJV8B-JSPfp(B)q+qdgp>lGLXU z%GtD0NeS$*5cojX#3Tx#l{Jpr!X1}uf8)UTm}AH6JB9>{6J_l@e=83St>=W&(o(TL zmnrfjgrp7}Oi_?qI}Mz&kqWh`wrmg`B2^3ybhg-5=6I*vG4I(fe>O%=uT@F6ryLxH zD&WO~hYwSaWM98@sr%ED=9B4EGXMQ{yMFz;J2s6()NG&!_oYiIayxa=7_Y{amd;zP zY~U_&`40n8#Q}Pv=ZKDt^#K2o2*&16ox=CHb^RcDDmPYlN~x)-?Td}w#qHm=efw#y zy3fGd8C(9En(evEHC|owYUr_Xn|hO|wk0JE;(uh1Qb_~7fCA1%bp9P!^?}29|3~AU zZ@({H*{4@&KYp;?_c8}KXK6Z_yR=|CHG*3A`v*&8gC9R*g}Jhd%AMD*m1m^%6rO-T zdyCI&wr8f6Yg)I~9VPVC3zsd+|GF8c#0>$Rg8ly;I&y^h?!No%68)%@xu8mY`{tL% z9zGn-?bXuLlcNk8J9cjM7OnlV1jg6bd^9kI4?~OL&ey&gppxnO^yaiQ|E-^{X$}}5 z30aUwaJYz95T9ggrJ1s_vO6%2UDE~E%Q9+t3xSY1ZcBgWynNXcBl`lkM9pa9W!b>+vL^l_zrZ@?aFzDJ{I-Tp3K@?|(2q z`pcP}2`&Hnj~dmNnB;QB%kj36!I&|sWkK!ZxEU8&g%y4D=pE8CM9h7PvWgEMI`Uri z0nzx#+bI)Y78R8ob?75pNL^f9+zAg7sToZq)k21%H*{NY4FJ;$od?%TT4L_ab)ES| z=T>^_>g!wk`WjrhdR3`kzerJZple9Ka%J1KYa_M0cfQp`yA?fZtqvXHPO9QcN*JF; zZ5YVbDK>X&24sBMf9TLQX6taP(x3p;w>nA{%HGkv)I$Swb!FdP^T}h$lBS}pqMF)n zWY7{8G>&|%_|vEF%7*%Ptl>&p&Yal;ftqJ6EtCp2o&^~T*tt@OkBEfAAo*c>dUrtO z`}dR+&tYzc-~NHV{=^YZ9QjAW>HJ$>buMO%Du)uC2M#G6-t1rXTYjS&}V!csLUS21JYhp3*LQl_dUQlJl-R%mgX>#qWlDoL* zwVuwFe?~kCuDq_IIihIZ7ypGnYHPbu#X}>>u^pnSMVY?izV5TpPESt{j*r)*Jr1L2XS=ZnW|;*xv)-FzWd5Ex z_*#}m#wjnp55GkwtV8dfJ>B6>d5j+IW_vt_J>kcDE(>DCQ#frh)Ie7*F<$-OMv)1K zhx*4iSeg2@)`Gx=(%JuMs_hnM7ytX`&#jS>Qx%q6;b{B%`Z_$^AasGgYTF?U?ml`X zfAi)|+0LC8t_=?gKYqL)Y{d3+=gtLKElXY6w%o?chaO(s0gQ=z_Ux(q59Dkd|CZA2 z?yFb5sT}Vx`&`KSIsQlf&hK&THb}pAZRsSF%o7>$dyWilyy}gVkwf5;YmljcANb6> z**73tl~q+QNBRPwu*%mRBa?)&pTB(ZpjJ^fU8(F@5FJ97@=A8_rXCrpnGgHFH-LD# zbMKxMHHGIxpeiG5%(G|QZ}9j8kJ}+{wQQFz*6dO?z*-p&sWYffG(9|#q#lC&($YaX zI(P2hmxkb6ywH=E1JcQ2)q$=5{?S!sFP1o&UkxT8+qG*rshM|*NmYz}77jQ(_zF)t zwyNSZ4St$Zj~=0rUGQk-D1NJ6Bz0pcScf>hmoI5kiS(B7iWC=IaT%=D_i|+hd-rUc zU2gS7W%;>|!Bn>%$Up35>TZf=LP=RU0!Zg@%ZumFyHjo6<%YYoQ1?y%!GL&^Nc{{m z^}f8KA_OQyBJImhFw^*?q`Wuk$wtPTHf=gh3qYF{PRtx(di#-D#@a7kj~zd*x!H@|_$Hb6W)bKS5cG3&G zabpx5M8~*?aRq7B(CRDdZk<)_@~g3tg-Tr{ECK>XQ_O>K%|309?ol(!F2?X9A69XP zweQ-scaa*TGiVR1Cqspxf4RSd$!CBErQW^6MdvN{axAbfOQE3AI|^=p{-Cmr|$M0Z+)nyvrZGr0KYHIh;K)vM=6zC0ZCBi41XbMr>4CD}77d_u!@-7|dIoMFaiN@oe4 zfOPo8!9+G5^+h1sfmW~jEZE!u6sD>wf-(KWmaU+_JP*6M8Wu&Kq5<*UxN&JQ6u1HU zkgDqHoEI;8Q0-bTUaU>0BT$a?O*C1D9@eunqaXc47JX8x7NV{@ za(zOnG*rY!)TV@lo0jo2yvn+zHk8+iIL^@uB`;sx^z{xAN~u?`Fv?bukidnl7A?}E z?ZDPxE9xcXu3fvXocnW$h!Nmsho1z}r`nwuSNlAR%YnzS_;G&^6G1KdE5^YKVMlNu z%c`xgfd-Xx);~?6F5Zl>hq9S(|M7pnjaXThdHi_Q&)8=t1OIfkmXef|WF=)E$cWXN zt)&-}9dy&t&l2!N*j(*NINwtrBH^qm1@z^smN&LDL_hE+R#JV zN0;9lX04S&+U@Z2`_!BTS==lhnPFh7-|u4xGq;6@UphEdonzx{wA^{tECH}p!ACvM zzb+S~K<2GSj$ICMF0Qsk|6u+f)d0Qe!yjY(e`@mv;}a9Zh|!m8S~a)Q!byC(q1>Z~ zB&ctf$0CTBt=0lwDn!SmzaUeMZRt5AYR)FZG!e9k=Ugs!q$u|PUFULXac3Gjp6Jt_ ze@QDqRUwsTAd+`@*&N(D{6}Z}28>_*>0z(2_!U*JS4knl*=i|`2j*4MnXPLgOeX;Wq^aG*P25GB84@@RLgWV!<@#1uvx z*$*8iFqKKm)y>kym|c)YAh`- zmF5cyWJWa>W^t>FelCYpF79hwH8`xItP~+V`annk$FT1A?{IsaP+kKW3fkv>;FmmS zLSaQ^<=rlWecCQiTcjm57%gMiPNb17u4S)X=r@szN$s%SN|{i}Y*>L!J2D%Nrf%bK z36Tho9zD8p%M=?MiM-VXx_>Tg8H>Ki7-0UpGwW|;i9bk0kE~YsQF>dIAPu-PF)(oa zkk}(fwsRE4swwc#T%^>8n&E6-X_T z4ko|-hTouY9DLoH+hV5NC&>{WOkVJa7G_c_UL*-2#V?Z*N^Ix~<~kK6qS% z44M=8WQZ+v8kYju{uNA004|Q2c9>NAEW>|ob91wV!}#0N?Cd(`tzLOz0dSxHFHhKr z)%Sfiw>W&DJR=_6ee*_ztd+}SyU2o#*KgkfcgMpbt;~>g4nM-k%p#f-Ws~JS|65ry zWBC5z!`<4thNseHE?%-^At78=R@MS&O4tPdzO{F6H#m~~uHJq(43JkvM@OeWp1*nX z*o=$}QhfZny0z3+uiv~evNBrGMy5}{crgdjj#S+86F#rgJ5XBipgYvf@jR21WHoQz zynM-BlaZ{uBpYc2G!ILj{?yU?`SQtjc5>EQO61KsK3)M^ydJ2P_vlx*uwnCSb%$Oz zF>hUqW^YakzAu9_|9l++j$ckLmzY0jR0(a%n4dNl&G z)XX#XAyHAiAUdCPA76LkiA9mio?W|U9v$HGUkZWjcsg4|_*5h9vmfb?W zS5;Fpq%h9@5LkEYx=}yhN z>P_RL4j;}v)N)g5dE>rhjtgNJu~F>Mhm>*3&;>-rN6(v(L0r_g%3h)Qz~_1&7AjPZ z8#}#g?I$Hg#q4Qs{S%UsE-Q2jQfd8KG-Sh^Vk9NMz81;TCA+}KQXeb!?mf#&wm5H) z!~5)?S*7b*5AKVK3Znr2Jg{+7pDd1#UXIA zGbL}1upHX$wtmSai0?e^uK_B0PTk<++Hzr*ib|DV%TLyO{;gYh`Q(=0ec?&VzkZct zLli$7&S76;Ux!{t|DHJ_CMn!;-n(ZaETUc9+(vvlo+fPmp_^WR_M@T@0pGP#OG{IE zj-*ZEjL+VMiixb3>`bT%D}9M%9LI8ck62d zM*N*e8x6iM7Nl?Z4rd#D`t$&LdES6P+<0J;APAEM?Q*F4$5i8ORzK3LsZi-?4SC`? zc#HT)OKV_cv=xq~;S|17qd^w;@7pI)-Z=JOb<#7!fp%Z9LcY8)183{W zz~(Dgt~_+%$e}~obep(hpPNRaLXjc1AD5Vvt_ZI*10*>x@5|et#3%z3lduyf=HLEz zXYZGri@%no1hxIZEyscz`iz>>)9FIs>pD+2aTUm7E*BR`vmQYaoi*9W#B0F3e@&D# z1DAJ>TdvOpNzu{57BGI%`^9*YeC02??50Y|Iymf3keiE(GFVIW>dwhVi_mj)`2G7g zou!41jVw&_oG&At+Sv^l`DM_DFLBG~W=;aMN6%gQb^QXj*jF3ABSx)ynbL!f%z!G2 z1!{L+zmEPsQRUR82cOnlVKY;{Vdi*X+pv(33Fo)(laY~WMhq1_@(`U7py0iX_OgL; zo;-3IT9d9qIlhx{ucfcw1(nT8OfpKY_Ip*|1U57zYu~N%vBb8y|WC zz_R2{gw5cyG^}jdn^74+cgT*znSOqLk!7i&PhXu*N}3GZeQ&jzfYbFo;;6LQintvD zpB!LiZM~QoGG->7TwH8`2QY)AV}X;uN%O;hS5gxEy^<0R#fpy3xmInZh~@<04HQ}k z9yS=;xvhVVo~hVoUa8#PjuhY-_sWaFv<~JfaVf;j9OA|n zw7>#!eSrkuR=1}ZP)t5|Za3)8Bx{q)<<6bTmcsUH4Hz&0nNvJ~JW%|*MT-|(b0B^} zxN8NBlj$WV4JxN3(OoVq;q+-M>MlU80c>7z`tvG04i-l&GzWj5nR*%YN{9!b+@dbc zd}aCyng)tN=!U54pMka6!UHThh#W(6`0(M_M2m&20&Irqc{Y2&mWedU-~Iw)qm+Gy zR=5gfdYr)XSFY5jC5fPinoM?I(nP2~N|6lA{eq<_UYP2O`3?b_Qx06biMVYyt%q2A zT>V$51b|Laf>>Hx)2s>Wc%e&DQhL<83A$#6qoY#ekN0jVt#7%EQ}E*)`aW|@EMkBv z;3EOv)59m=Ij{SE$dN}Y7Ee8YV(NFA7R#JVmw#5qR9+wbb|Cy3FD0KUno`Z{WwPTs zmK|v=Z{F;?W{uXVRQt&@QV!+614eS>LRX{TL33oQb8tUIp-?S=0(B0vJY1bdC(a~; zHAMKg_i93~v{#%F1R4<$r~&q@TfbhcN)+3pZu(Yqq}h)Ic#nvvA{m}*Wi(7kIunq> zZpE|Io?bhFy(vtC2(9qN-3yD}PKtMM;H<8=I}%K>ZI*{UagSo&l6xe`3ZbH42vhW` zleP9oEE&CS<3?;|j1voHS*Kl2tiLoH6&74bHGRM@*i2I&5_SHYH%C!sF`c)K_dU3$ z91L0jIXfa|TTg~G$rbJCIF3(oKqpHZM!1Mv%ki+!6Y!$|G{j}<1b9S z2^t1Fyp!npr-14wp%!>S@DT$y3IXP2Bl#qPy@WDYR3dqQks*hZ=XZ+SsTFX1@R6sz z^V24a`v4?J370(bue&!TQ9O&>FRyoscL2{so@i~&JGM?3JHEw~z913kO#Fm{W5yCY?I7UAZW{J4 z%J%Bn(}B`nNM{O8H&&}Rx9`3I+l}Rgc$Rhno`ltLfvwRIhZ?&gw8QPkv+^nY>WQ)b zcNTxURdtXGpVfSMm;Ti+xqbV#SlM$0l0tB*F|n~d9N&8o0uIo)JkN~CDlRPCFQj7J z-z_yGoSOH3NV{|>rLJ~@)%kK_n%(NBK()=N+y!MYZKnT5Og*+Qa2hELNG-xBrY!@g*Zf@L#3r{S!3qXoG@8OA2 zYXuPk$R#oVQ3_WA^j6;`J^1~jrR&rXZwZ8$h-Nu?awkgRSwA17bo2SIkH(*d3z|~x z(#FR6sTmn+WI`*zo5(U^+%vQSq9lEtzEDZPzz` zn^t7?7b!8y9beFZS>|y&8&G`o*Vo@&Z%ncfAhl)uJ|#2BYyh*)xM|ZwTJb5UWX!hw zF&3N94;RFbZ*?2%J7ma^da4*p-JXl6OYE}n^6uAthZHwe-%#@Dz*+rZ*P_Sz8`bP$ zIxIxs;qNgYp;5l>-=Gs*yrqwlQi!P2(+XfTn4;`R2PKp$NGjq}Qg#Sj**_oH9_pv=|l z*Dqa%}ISABi5z4#Yt;O>A;jIiws>E82A{g6rU4 z0q<|FhYTp&(sX==7|5c@)T?j7fL?;qe)rSwO<(n|R!;~TG;Lz9w&SAzNbaHFtQ(v< z^#di*zL=OD^om8P4)C1+<$v69z+cTgaIS6PN}Jor_W%r)eWdH&ynjztLzrBd9$%GMDPoAZuulCPm~A z843P+`0(N8s?&Q9b(eW59XL09`}X1oZEHEA#><{dfeDGjhv>i;`WtdKJ11wtjzcli zZG3;c8#U|XwW~R?Sy_Aahcch+_3B(-vpu2sAi$6D*7u@;iVAy&D9i)eQ80A~_k^rp z5GMoPlYPWtV+4jtat)N0i-t9Bz9Stt05<(CMzBR(i3W}ZVztG!TfpqA#eEA0ZJX!b z4(P?5@yM{G$hGV18d4np9*$)a*bo(8J@PrhROaUkp{~M(Be!plV>~V2^kC~z5iCh~ zz12b7rzJD{Y}F&HTJY4Qepk~(*5>pFTQQ31LU%IzLr~?YDW)r52MfR1TedCNd?q0U zmL^PsE$Bt=7qoFdJHq?~y{JWW=;t1{jK6g4+GHwgmoj`$BnSmzE9!r40HdYm7Pm>l z;E8siTK&CN5+KOtB)X(JdJvUK-`>1x0a>=ti@LPWs4W2Hg$OhK`t?Iv$mhHZ(Lf~2 zMWL9E_G@nD<`(mzBbp0#SWGQ(-BR%7^JgQ=s;}k#Q;`LB`Tv!-$+vtw>83i-YR()L z?hpXRIhlH|`pRY5!5s|n@-Vs(M0E@39gVlZ3^5pO*bo#Z)7#7+n>kF}IrLz@ zigrfJ7dF{y^F>d~jVrX~TqD35%F|A@jxmx4n(zLpV)3;|YDKo>zz#a|z@ zaaE}F<%e%S{Hyf7_q7P!x;(;`PM{><)A9l)Hq!!m=|r_Jt|q;L86*Q=JWqD$!0w$J zUZr$(b90mG)Co>k>E^J(Ue2$S0 z$jhbOp{=)D!>MSLkg?d6M1k?x@=BMpVHs|fT%(Bm)xss|EMr&{fvM%>l^W9 zFB~qlu$AGMd5}8&h{?3`{?lXs|8b0oPBgr~SH8$E9${qET`kY>XJh!wEGPh)VE58% ztz(#;>;_m2UfChp$bfd)ogP3U?vU8-+il3Ka~9B+ai>p95?rYYXXaZ~dOPU0#patq zZYu1ljQ%1~c4GF0xgih_l#d-G(05qTgU7_nB^&vf5(%lA3a$q=esvb|1W*f!`Km+F zw#x6RH1I9AkVxw>W~~2DDeB#&QuPE?YRoW7fiWLb16>@2a3mrkBAD)sVrBW_m6EA` zH|Z9`xwicc4V93|qoQk{{Ah>y)<2oI&z^Cf!SN=uU=iP-LpKz?+ zg9ZYXC&23>TA^qp^u{J8h9F4;r{Ch|X!Y-JVcT?m&!4V#LiS&45tDV8e}uH6oSxwx zM@?h`3HPzdByM=tT)GLk@~)=81;tHX*Bkg(LdZpOkcyHO{1^hEQ8Z*a>G!nxvlz|p z#Zfg2Y8!jD_HCwg^23Bxix=NB(rlHU)B1|G0W)Q?qm==Bra;gM(k=MVdMfG7*gIfXv&ch{?SjhbDg zk#|eE4f1*UuPLN2L7p-F>jw`DLnatA)HR_5JgDkLoH*i|XKZ(M8ozCj{(Cgc_b@oP znJ6h3Zss`vp6F8cP*w=-5n)3p>?Cx(U-|o_!rw`HMc)ycW3Oe)E=JC3^g;TGI%tFe zV=v%Z6@0GRmCBC`3htpK5?OyUt3SPvpz*3vR5&DUEUcYCGd*dKT4(C@L?2pK8A|1G z0mi|_WfW-c9v-1ASD7&E2>XTmEV`%+Cp7_<5b)iBdiLz2Q9jup{u0}J2!V50m^5)9 z#!)5tP2FfSv-FiKGu9wen)r^1*wXO<4NbIVLg1k<^#ExPVGz{s-MeF9UE62oTr-)z z`|-&qncYG&EaSzB8|ag6NDE2Mf`x{j@W?lWu~nv)g_}jOe7T0?w@Aje^id)B9i>`9 zT#k=EjUd#vOSG5OS98)ge>FYbK*BjU67-SE;x46jt728P-2t^jdA)5&p(iPB`f&-s5)$MREzWFWg{ z^?oLb(dP~EzxXPQ|FqKYJtT2$nmhx-9f;sb+MArb{ATQgq8BAB_m{DhZD82D z+$}A{Lqh%(o5Y&a0)t~mkIFG+Br2bNQ76-=3c{(A0$b}ROE}Bqp&>ej-dWVX;4s@b z(wC&h6s>=EGy7=?r-IvhIAL4X3D9Q9CN);tBNhp^*Ae=m<=PtleVCCDe5cFJb%Tk6 z?b8-+*L%75O@gg;N^AV6);jbDu~lSAa<_q&NVS|?L(6PrH#7o)Vvm_0oNfd zBd587FN*VDzp7{cVQSiot8s-WXk=>Y znedf*?H9c7J{~Kg%YB?(fkVKsR`I?TdwWmiXP?3Sem53Y4~mPAAfpptmzZKB9wj*F zs#wRZba%I)bzR2|JUV*49#duq5K^9>ckA%~85+8{Db{2K(<0LZnqqBY+kJ^qU*7%2 zteRBGywwS3&Kxz(>eT9@JwxZ}d3iDPgB!yh#QC-h7Mw(bJq4+sCJ9JOOCUnbe$D`F z2-~*Jz|tA+Q8sGa*s)&prC=)-bV4AdmOuqeq}n0T6uUt>S_o(aN#2^(tHnOvHE62^ z3^8=*K&XV#gjC@}kx~oabtvLp+3%sPF4UBRc39uBd3UzQ>^ZKkge(&1eXy=>1Z#dQxJ^j}vYGSe ztAhpZzPaJM9VBN0k81`xW+f%c+x;kKW4~fyKSBco8p^yeqW*Yza>i?+%T)4eA9*0o{=!kNi&tYfYD} zz28QdNv)$A5YGl6nt9RF)H0?)elW@V(VRo+Xr;OZ&fZSWS5i7Ydi_pRIg=3aCUEy> zpds`wxfFJOe{OCrZI(9Q%G%oGfN$N;(4gV%KSq{49aQNMA|&;Y{I1<)0@WWffOhR# z5=9|kH>iKVaRG@0(S8Tr1UlFkl$(9yuY%tUU66T<;JqUv`q<~<$Tx8g zx`$r%7l&oY5TPJ)L`7FNIuHQuxB8rllbu_GPN{39YHECa9w{a$QPLtJu$er0J7P2| z+AVa31G~#gi5X*{KD;k%CH^_(@kwYb$+)kS&AFA2$y=0i5Ep=-|!lz0&Z-T3R>#8_qmm zPbL!)fK8x>DSco6nW@T`Sn*&xk61|P-{0PJWL0T~Ej6Z?&H(z*KA4}(chqm$zw^OO zxz^TC?F&w>j6~y)NcaSmi7>-`iMm4taV{$9?s==%(e8?nlFTO)qo$DJPL7Tf#C4;O z0(ZC95V{Et$u6O@W^$5tk~TaNU8$XzM>us#>v>_JCij4atx1gSi#fX;_ZO|%u;C0E z(wX4P3?rnk&JKD6ig)JMM(^^V5hf-BX($8g$~(Nc9Fh7tnOi65g2p|40=qhEh~ch8 z<}02PxWwcsT!;;EgtPbnl$&ew@W3JC#c5}@$_2@_%|1M$SE)we-r3KH+J+1`^?q`Z z@k-Jqw`72Ufg;mDf`8&T0VnQ2g<&{NCGO#SXPtwFv%dnruB&;apsud2pRm(hX-vQ` zUD5BM{hCGDs}2ZIReF0278Dd2*_OsC5C1yOpTCDh{CQM)O^tktlN?bRV&w9Kr^#KN zN7rO^NsNOPN8lB;Yz0)3EFJl{@xMR8Ff45tEAu1JfUM{M4VQ1L|;F~ z_cmk4#iN`ICL8@Er$M%8d$>-w2UMHX7OMB|rdUn|)PhU^vfsH{;b+5ZI8qW-fqXkS zgzxIrA^evEeQIzQa`9Tw_!B*Wcx>{w^#%{lNw7UgnZBF5An7+QTz&jzS(tDg`ONmV zO|+fb+Si|y;&FYr?AwGkV_uFb06*SX7FR8`<2R)x~GZLK(dv?s$e3a$q zL?ESTUmRUuJAn@TyseA)(Lq5$uS-f6vf5loz(^)&2ud=A`%eg?Y^S}GyJl*zv!@%m z4JJ)8d&QQYWF&}&33RpTn01T(9}4I}e!eKD<^7L5`Xoe%;E;?vZwjP@>e#Vk+}X3c zfS*QIxwVWQhyUG#k8KJi8b9%Li?>2un?q%I5vb^0hJOzV4W@G){pY6CT?=^_+&Db9 zY-+sU+O@xEpwKH0(9-J27_d@$raVpkE=s|8dO$Xk`OK?2+psyMuK3iID?PcwqC#Vd zbR?w4g#L;`rw7|+rx{4>6Uq_5b(XDW-*MdAZ;T9jJbRig2}PuBFv&EK|7+kF_3(uY zfTp+{Hd<3NM5(P~TAmLHi8_zV?6zXdr!}J<#l@gi01ibuKoc*fMMax|w`WKC-Ng^~ z1&pvOnpD?5Jr4yfW2ee#z0wNm!y_3)m-Ku88JTu?O3L8M9+IgxHVR$3#K9lHLQsc_ zc@2Pa6H_&X$8QpkR{BiFx_m~isXFY109inqFf!WBO}>+p(*fAfWA22ak#ogV0f`0- zX+OQFkfDK`YiU_l&yP!;E~Luzhw=3OOeM&6>$Ws2ZSIZkJkTXpA0ExWu|^uaz@yJe zr-kU}?bequ>Swm+?D_`BJ}BcaqEXB(`)%4f`$lS;KIglOs%aN~ot^5IFv}3Amec&` z-C5m}ZST$NvpsV8kMXT>9>MdeRaIgeNfAV0-qyJav^HF;EWq`iKo*Q~O zh2qw2Y@pVI+1w>4%%~tn(Fo#og_AWpBp>L8MMp4>54M||O-umU1#%A(ADo)LWlyER ze7P}|K=I93?XUn)o`_D#lA5#j?>yTJHIhL>tIcv;F7_#-6C)LcTO&NXknpzAw~N0kcp(C&idw** zrIEd&^qnhCNY2PQIrbEjSe8tS_w^GJgG?6mUSAiyFquh~j@=iZHM74cj z_g54d^iEpZ+Sb*7n5F`F={sF2tL5W}eTdN&vsZi?BIaB+Hz;H>(FcE2bzbUqhUNql zk`I-JG#8H$;lcDM6Uz6%NuKe%MQj2=s%vb#zfaRjQCV4*ONEQwnR8{gHl|Gq@Qqup zAY|r3@X<66wit{-64XI}xlf*Sg{(n%G7;u>$fLaq<5N1Cn^NKCf7TVy2{R!=CN1Vx z5F|6D5=sG39Pp>q!Ko?Gsp4rK_n)KqcUtV#uWQ@0`g^nwvzb19JGT`>gK)rj076ab z1&CTCSc|uxV5o5W)vG3BHkU6ke|j-5tutYX0mME?>pEn->cwVmL92Cv8)LWqX;md=q!t~&2X;FoFurwn1lXa*LpTGf@?A%xZQZm!D#$6fK*$)$MC zh3CV|y0v+oDFS(%0GXk&<(E=h+U*g0cclijH-CA8^U4F$yJltvU2c8r|2ce-Ud5^y zS5KYI&TG=18J|6w5_4wRvSB5Q9G7{%Srn6UNPEYeow{*0TX%lw_)sgMzhptf-_Y7| zPabHM8TA-fTYPr5$=qRIN=G%FcS(#yNz0LLU5JS~+&!NYd%-h-@;bBAa zrAr5doP;T1!uyoHV}Htu^8EX~(G*(ub8`;>)}c$0>)Q1URQemRe&L!jRA#4f(vX%- z`_^XNk#sqK=+!XYdq-9=1tFBwjNSWGTfBZbC+1ey@lXqzl|6C=}T;MJk`o+<^USb^qKD$AL0j4^uLCb9}nwH5>f2Y zfkFb=&0QTqQ|QlI2fC#lWtY#eBKKetHXzXuzSnLUQ^L((Tsz5^rp1LU447$P1mDk*hUX*3NZg6IHl zLO}pLaf%D1rS*mp&-}%gWTq`=s9JM^qDx_5XpRLJX;6&)tNvAL8XD6%UiuQ6Cp>WZ z;9sM`WB0gF09F3QEbZ!ZI>I{|p7i#^@r>hJXsR%TkMwM|)V ze};@}Z*AzQsyYSgG!b0y`1wOI|1GedJ1WC}(PossVh^ycsp(<*l^D0FBiE%2O5 zg7?)8NZxEt7w!XoEP4HUAAfj!{FbB00=&q-L&xvEp89yug?4@Xv4kUzhyqZzsJj*q zUiV?G?wPkcThWgpS8`4DVy3@}R zeqjI6w|889aIbO!KDxL?>EA6U7k&KnX(CM6|KJq`g@NE;=wi}itTwDQKCChqVIL;$ z1^%W;^%(X@K_Q7=?D=!IS6^?S7r5Qn=e_3#UEv?jzW25pH3l!-qxTWxn6^7#c-ziGR zLip&|qI61Eoe7H3FItfLTSGbZ?9szYr~~2ugB!&x@t+^JYG1FXFx)Fp5ZGMPnx&CN z(?>jBr&xOzpO7jH?}U2J0gZ_5`B?{@^ac_sD3uBt_uajrQL$n9dCrk))wsHg7%^EQ6WRf9hvbx$h0~Uu^4K;lDU@PH)cmwD%z#>^6`wwHMurn?jU;sK zObmd6bKEWd4*~8tdv+%nL40>wfy)>Q4V`pac(5??Qt|0i7_Lo%UBz5xB5jOtV9#D= zuPDWiiw{(oVhqViFDm9>c-09p>B3#DWX8*8%9Oj*Ekf!{F(nKT_T?|$`0+%U0;8-- zpmw=d-Ns1;1+}}~^xiRT=&uDw2EFi@I?s(k3c%g`V-u^ghApB$!E~~ZB3>*=8N`ws zp;Qo7s#KWe99`zHZZEkdJs}v)w}e5G?!}=DB=L(1CKNy;p->QVpWM9~-Bzrq@vIdC zmhld{4)f+kB481EW1NzO*h9jd5?|Qybkf)yjKjN zWH9GOk}B1bR#!~C+MgKP7YY3K`Dxq9#blJ)QGG5E%U8a;u0*}Vked~l+q%*H*7mv8 zcV?5`%6gtR|La%MS2JWMb zg330eMWR$C{`2kVb|Y`9A4ib{-En8WXA3wTkiEm$^riM@^f?o=W(7%6wiU0olj{~yg=5u!g3!Q@# zl3pMb?S_2LA;pQu5NfS80f*I?Qt+W|l!d@x(THuYY@2mIJ z-o^yG5_iV+mda_`93&-T>Y8S;9&^nJXN!!AO9hZcN#O@vhrv*{(41hrw+olVbwxzwv4j*5!s)AIc>NBfw81Em2Hs@`539;~|cH?)S|m*X4L0ZEYI zE6hl_5)y|rZt<)yO{0UHo!+f1baQr==Ikp+PQp)Aj7{Dr*sxuy0|8>}zh5tGY;4>^ zy(oGmBtYQrfv-hUcIPkv1LS6fB^wqxs=L+4-JDn~CJE?=0Sa}zB4q6ny94zIbcE)F zsv#UQLb%&2BXk6gaW_`ME;NiG_04!Gie^E07C>?>g1tc_cb5iU3?*{G3SvigqxGk= z37tDE4|m$78|GQuZPS&ReN@ijy}%3mGntQci{`B9@xAL{qWZzZ78$E7G*(fKxVLF& zaIuP`ZqK@(KiRNgC^{~_8(%otNe?dX6xO%+meLe@%FFSIg*G2N2d0yzD}wnej*YQP zG>!CvKLGj*LV)qbmHnbcv$`<_KBJ zmdN@4UsGou)^pmn@o!qB{3=VOlqC;FND)Gos0^AYKaFH-nx|3HlqJhp5@|7Em}Zg) ziBhQ~yGmu7$&wgbv{+JO$t%woO3&vq?|U5Y9R8T&u=M+VzxRFJ=XIXvb>2~3elEP% z#zNuJfZ_ftU%hzIp7*yn3cY-JHp}AL=th?ddw2=c5dl4fO@VCV*V z6l)qfD)dAaV^$~BPu}Ua2~HVmoEVl`BzD<;p`mhJ1!;pC)feApmM@sbL*|_9X=Ae` zE`bxuIjNC0uXGK;r`{j&VT6Aun&kId%gHFwavi>`T=KD*$&?}Rz4}wXZ;OuA5nWLf5 zk1FBfJK#TY-msSenMP)2G1Q&;n41RPY{$>yivl09>ukhS)is+jZ1F3QhegLJ+>LNs z^s3(-H(E@v7lGz7i3R7if;IGpDE1oEJ;ayZ?t2`sv{Cc3(z3E5DUTBE&~w73aamq@ z+TIl(d+N5S7&opW@#v|wscP#`;=LExo6~XUYFimZO*b^0pa0D(6Q}b0g$g@k+UbmfQ+Yyf0&fUrxu6InkEnBU5nMo zk>)&koFkVwZg)NG-Fv^Mqb^Ne|vZ_JRJ9OS87n*B5sWig|s-e&Z4hZl4)0c39o3SYGV=J+Pg2vyVdlXX> z+J6)oN1|85;F}EsSyf&l^=(h%u&%V=%pE8?`Blgr8Pr?LmXN=qd{<3UcP);CZc!t2_?7A zD?{?}Y#I5K87<)zkQT#*g2Fk4PwhMg3B0G^7$Jkdh@UL+84zD9xXI#fo*7vl6xNQM zx{88`rM#QvoPB3k{-oI}23wwKZLo^rc|M3-H8zw0*a7f7GEB`(-`!F3Qp(4rl;`}7 z`aXdGFVsT8{x2hpOiL#ESOM{hoz!-R4h1|h1SJ=;W(tpN)1d7?rZ zNeoQkA%9_Ga}lPF_Z|Uh+>@0gh7MO(9TtOlJ$y?x`C`_?d!#6TT$f?G)vFczM{U;^ z78nI$u)kdOVU0oEo@dF|Jf1W!k;=oA)lAF&cFRYS>ct;k08i!YEQAPHI8*mEz$*Yr z5YppvRaLTao3h`3?}e{{;KYCJ?`o2Z&k2mu=NJ7d3yv|XQ?uRS5-SF7WeW_7>tYwd zbx41Yo%{E>sqoE`l4)FE`saBnoF|b75_@IogW4?<6oAiNyL$~8vO~*huL#nGg<~b? z6JFRAPpAx-mc!;xBHPmc-5!bJ1Trkek@}zI?^cagS&sY}R9|-gCeV&Zv~TkRf@e(O znuP5#lmXx5dnDnTa~l|UiFb5#oY{Sdd7QL*WKs4yH+L%gO*&wr_4eW`dDZ!1O|yzX z)hp-EufLt&QDuldY+_)(3|vG%znE9R$SaqES!PV1sGgVMp00+S?8I!-4q*4G)2DCZ zVBZ-K9i48xa!JVYK?ZfN4sZ_=8%&0sotIANZenUWz4cRz_ru#%R_TK$rK@kE;mO2A z(_O!<7*>nMwB zh5GZXzQ2H9Sa!>*Ax%}rcGwHRJ2J|xgmax(N6@htlcb7$w`Zjef^-SC=WWzd4!*Dg zXm?+Jh7z1P44mc*Q4;hqyPs>yPc3s4!Q)hE8R-veJM;o7b|crc<#gWuaW_~n>^j70 z4zs(00>`z)8g?K*(rneaZm=;L3fBMt;r3GyR}c)pEh(w2z;L&FTTn8TNKe>ra^w5R zy|(hrj&hf z@GBu?wDrfluhu+p@L(-%vjf2d;v@qS<=wXV@LDgS zzU6UchLU%@o`tjE z_^2-jv^z>RhGdxHkx9To)4#hXJ(`qd^eidM6uYf7(dd0Sr&9s54!HaIF@S|D7k9u( zq;LhGn4M{ORf?`kb%FYKWogRYEg;OgLPIlZ$y_A>2bO*Gw|&KWtRCgV)eQ{Z@{Jk(vV|WxQm#o|v-4!3CxC zq@QzKNMGm3gt>QN2qelOTAZDEYG-_<^hcR<&zTFBTVOBTykrc3`Y~|kgkj;S=16o4 ziLP1>uA8P-Z^V&&{Q3P<&wiDal{n>3>2!JmHz1)7DCuYJy^hZR1Czv$u6`+<=G$4` zX!;cDkaW-^<2IGLh&EdSyy#f0h$*~1rnBaZ+P4JpY~;kVf|@UitMf|r^yPNR1d^?2 zDoYzS+nbb`R4iS&Ew&_J%}j6a^T0bSzGasuHalX1r2JmuLAK+I5KbWdGDz$_0Zn#% zK_ib1$A%0}A041K)#>{Y`)v+qWexq|_2kr>eX8uXvmLYV@V`v16oJUgwwP*ZP^Ttxiq|}U ze)&Vy)yMG;UZG!Isi{2IXg)Kmi^sIgd4&buPV&22kpbmz4{Aj^G$!1<`RmD9Sz`73 z^ejGqt()dr_%qebt6x3hG}**sF(cY?a3^DyKq-iA=EJ_zJ>KwadLapoTca%IIlt%f zL~zjW7XNz7xoX=*Niel(R#0ReK|m7hZ05QWq;y_9}ez%}ano^~Df&JCy0GfC_CF^YH>rJ7?e&cr*o zJ*xGyFP97%IJ#|A$=@Hb&H6&KQo=SdI|$y|TTwrA@`tO@qk4a8sMU!o33w=p1FY8X zo4%{HYPh=Urv1a@w#UC81QCbTL?&Y-#|9|vzjgtEziYvBZs+K+u>L2HWKEu0@N3C$I1Cku@ULBcN zXs~zfCDRT)NlDLlNh-URV5bSg7kuM->5L;6J!29N_bcjKY;kRODwSJ;btqR_9Jkf3 zlYhHv|LgYRnvhq9iPn96Pgf+pz3vHI=OCuUd_ygN&&@Vej1AIS;t!sPPZ{hL1-Ck% z-$ls%ccBlZmXn+V{pfYxtqj&3??1V@8wc3JXR8Jlw7$gD0GJ8PWee8si|RHWYz#v4 zKG?Q{FC@n_>v*t)U!4e*sOa7yQ!KtmtKEQE!hYl@`_z7aHZ&x@*gAXqVu!zMn(GVN zRW!B@5^#ui;T>bZ8pHL3})-knOMfR#j|0y8` zQ6(BHtXm(3!~4;i;DdMrol}ENz6cZ>DXl68xip3J3bqhn((cfJy;z=+@wp)b{2jfH z6G#b9eI2vPJu~kIL<`EY-OE0Zf%Ww<;3lu6H8_`qGouf+;})BsM`y)dg&}9q+|_Sf z(ryR-;?jsW|EOCVWk9uDt1@8D>CUWHRm6;gi4ca>R1f+1$#o$PfAyQ4`baaxE_C^P zYimZj)^ll~0<$gA=A^vX^6$6rVyn39Cz z=anJtFlUhPT&%nS+lJzql;}+QvYEs%v(Xqh)=%|}VISvpc5*VxAt6NPPJf)^jkk)6 z+d$#LhRc{3uzedA61w`_Ip1Q(EM;c9J!V522Zy9HS_K)gB{d)4-ucE8 z*p;)i-qZ1Y^#%z=XatE{;U_~+Dx$9?uQLYQEB!fs3(d5udj~4&Z-5_?MlRFC1cxif zx3?vmo*gNq2!;-bN9ZHi2KeKiIPG!W$uk#ZM0fQVYEb6nC>#u{M`Fy_mHKP&-JE?_ z7G`iT>x&rM6Uza@gDYkkAaE?zn0)*BD0dRybZ3XfwKcki^Ftj@#GIL=wivNk3+T%V zr93f?felH*v9+ASp{4OC%JuPXI|pkc_>H)%ygO6qW~Wl`v^sLpJkB+9&KVOa_3$+` z9&Kr)0ncI%V6BBLTNde=-rTpa4QsO|#3AVi6AWm_{Bbn@=-TVSobJZP+Ssc^ih=TR zX53mLk0_guVUdc^)M22ng$*~0b7iR(16L5BxI4-ieQBDHkN!?K9VA+KaABn#9g|)r zq9fUMX)h#EH*P!a(q2aze|)v$p{bB9yw6qa`t#)@i?og%hWe8RBK}DGY^p9Ko9t-e zDCiMYORYIQ*Hvo_FsK_AdLkxvVz-rAiY@sGR6H5`3t!n`3i8Y|hd#mgOdbTSs?55n zLj$E_U=d9>h?_^)FEY+vzp4&#u;9C&iep|&Q$g<7Ijoa@JvOJuj8)N?Z*o6WBC{Kq zF@x?M)y5~TtEcyk{xAEVy}(Qk8@bL9s&Z zC@}FFY1f^NcIRr?T2`v}9%f8+v`qQ&PC%+oSzaaZ4sfKaFB$VXxT+6sq%JI$& zRsi*zQ>&g*5XLx$U#O{ceZ`GIoM}&DP3K*${pT45SjuE6Mo0l7xG@btxEA?H_;^lYDj1?aSY;c@tOW-WyEK9Weu+veoE?3(d{~0cVYiyZ?IktM z6^#v57S|S)s@1Y7nUh9Na#J6JLs*{%@w~8yb?L299%>jz8D@bDp2)DV@N?^$Lm}OU zFPPxxRZ=6mjj4k^|!C1It9w8fRQz z_4d^lajwG5=2piCOxk=g=~~w*swZrkQ5wm&7dxEj;GyRFU6uT6@C7Ja3{oHUcey}E zooH-q9=EBbFyVjt>c#HbS{D)V&&Q~HRQlU*!f68prP(5R7DG}vm)o7??sF*wN>1WI zw!L|r4qqAl@vA*|j`_z2sMNA(cm1;iie0onF9r*Py5#XjTJ+}|qHO`S>(3jDr+uQd zBvae=p`s|&lboH@C7NMjVKC)w6mYA3+B!Xjcjy8QP3t<-WSrlnPzOHR`p+M&{r~%D zdik?dlz3+4l(g)u`*+W+Jo;U@EI6eZyy z%NGRMYv<6ZaEL(UFE9A%|Gu*qVJa%RSJ9x5i<_!~WouR1tx!pI@x$;Z|4i}zPj3Pb zuZ>?YqwMnn;*T8bj4ZR78;M)PhVWhMw!CePn5(|kG(1ejcU302xH}&iKR@EXPnz4N diff --git a/images/arc_distance_zoom_5x_best.png b/images/arc_distance_zoom_5x_best.png index 66553a43baba05b90a32af6ff2906273b6269629..85901feba2aa41da43a3b36280525b646f4741ff 100644 GIT binary patch literal 62080 zcmeFZ2{hL4`!4#51}ZA0G9)Dxq7a#zGbA!g<_sCjJWnOfN(muJWJrbvWQ;OZM2XBY zWuE8hT#tU=z5i>U|9=l_?|t@K=bU$~?^j;$XL_Fdx$o<`?(2DPD4jXAmX4W@LZPgc zl{v0Vq0ppID9bcgt-w3Bo$So`L1TARR&^C#?yD|b$M3Y4WVGxk6b1wGA61<6i;EP> zc8curBdX5feT`14sx>nrLxXG9C?rq|(;PYSaRb$+)q75?|Kyvqj^@M1Ep2HX36*i) zyUc|qGz~ZIXL>0Tw|N)S!yQ~tpH=QL-`H2QOmpvVm&Kuo=>uQBZHzeJDQ%IuX14Ej zh26xjLcgwooB)}1G*rj`c`?hq9H3nP=T%ln!?gZiuZu!lDgV4L6Mewv#D6;E4lVDF zf4!>APV4`3!2Od(%WnO1gb*{M=068KuMElm=YSn|ivIsg{BIp7kNkqdLJp=|_d`PB zl=zr#wRUvG#KuXvpEz;CtRdsTd#Axy14>fn#&-t2Sn#T?t4k1Hv-}p*KHs}{>G||> zUk)f?5-I!1gpVcf+Hj-kPxi}~yw^V&UcGu%)$Ta^-ReY*wz41|d`ih_kGa#>pR?CL z{T9fJJrj{Iu&y~wL}87atLsr-zS$b<`!Zuiku^>oiOIP~zdk;Az_@Iqga6Uv$7v|v z)SV~@5Y>4;-RxD=)K^5rG$#Dt#Lgd?&)v9jqkeg~=+MxRcVc4V`@+gCPo6v(8XHsP zc5-s^TKo`K8Rp4XCO%klf2R#|xp;JPa=-zjBK^)Up@$rLHl9C!{s-HJ_3J&_m!fWF zvw1_tFiRxQD&K-U_OJ+Xr{5p0tlT1O8S?&Ec;gy(M+2*`7O-PMjI4f+rNLm_l+C04ULVdE~6$vT-2`VQ2B%1iqEvu zt@jHE_~IA&p7cMLX}fD~ZtmODBh-JoyN_@O6%-e*TuINWv^BsoAhN3> z(x~dWY|6WL*PcAt*4N)ZJU`hS?85FfH@tEM!?rc@^71$;N;k)KXng$BT{iKDJqru7 zgIo6NQ+j^HQ|svHXliR4{fIl8Vb^tLIzqc_X1q5lDd`Rs^@=?YHQqct!^_lGn`%VY z#VX~#rSZMPF-&vRix(^LIvpXlDS%yC-KGC?F#paydsaPq^ypi4wO>rkF5fFxE_ak| zig}+lABAgPOVUn%=Fs~y?rijmp6W#Z@euw#>zJ=EQ7jx`ewR7iAO-;@1LP8r|TwEyLDlg7NoeJ27N4RqT{`$H3`TG$O^FQZz z-1=Nyz3IS#10@v|{G(Dgu3v9jS&mHkET9fgS()u(=j`hG%)0Tt^H2-b@87@oTh{Ks zU}9p3=;W^Gtx0CD`u@GOtIOYWekMvi=^Vv-Y|MUYW@g9k-7B|k+eT*aiL}?<(XNV} zJ9aGl{z5U?_I7aq`>9|)ouQEq`LW&_21iH7Lmo3i5|Waw{rx(fF1vzxX??wMMUI09 zH?fJ?A5OP!e2U3t5wUK;E&cfs&xqyK($V3Uoh`wu{cg>fGiUyMe-V(q*3{ILl3(c0 zaKLlUIU_UkLru+QCMKo~k6Gb~fyUL+($X)r)9H7fysdOICN6H3PL|^*%-FZ+Qw(Mn z7HxTp^ZdEfoh8Fa_2_mWjHsC4K%V$OiW}r4Q|7;rn-)suVFo;r0Z08 zZS59OTh6iZ@yaYG8%-^()~Xo!sp+oBRHs4R@I#lEsjI7Rni#*eng3p3pl|2bu)^9} z&DM~lqGtvORaM_&GD6JZTfEBd+F!r+R+E{|o$2A3n`#S~ny9x))&H=J zl8}@cwmT$A??Al}3*7!t5vIhnRuG_lxM)awG-;>Q= z8fHA=;w(sbCFSKOUz~|(LFBwpj5KV{_4xBMiRCB8ph9Z)w653GQ0w&@H;$kptYc+e z${zjvLCrSzo=*hZa+9O*<35;c4+9u(r0wV@qF}n;N$DYFf8`eU9C-^~lM6NE33#$Pq_z zOUrK@-+`NyZw>MH_uszZ#??prwCNbwrBn~8D=BTSt*u>Un5tR(-XT#rE2ci-wnnlp zEj>NGuO=_kMBlIIOP0UVjC~Pp9}QD4_0=BmGum-qW@uz2(8~+AafEXN?flHRic3Uz zIP0{Rsj)FF{=ABo_N-R=)2D|!a@spOXpycroBw>dH`{smXshOx6>Dkk%W#hUsXT_2 z9UQzkS|RNlA0Mx8ZqAMQD*ap$Db0_#U#%RkI@Oz;_wbe4$V_NxsPFL|>ye=S>eFp_ zeu%qIr94HZ9P6*w=*W5Kh$>5NMbCZsL`=_W-|aLjSFXm5gdDp3ESr~yNB&!7<$8qa z)h}O8`^{j=nU3$czu&f9#^qO{M)FlIg~v-{kY;@A=sXG$c?Pqp=QoCWs(D;oG&Mso zYBWfNtymT#Bfh@NqO@L{kOBJg<;&HNACLR>PEAd%!a*e^C2>FIcX4u(Upi{Msi-#= zohjXdtU!~h$;*1^(&2S9N47}0XOL+?1((xFZEZq)Zcso&o`58QJ(EL2>)yP1 za}~F;_hDCOCmj-rZ*FexrNJgimr%?_-J6Ti-_iwQq}yVoHG(=?TR8~E2oN#*b~xqj zTeUs6Zr|RBC)|Etrp)~s7Z;aYoAJl%>&Yw{8W{x{##!b)+{nnN($RGiD2DG6Ee8O> z57mCjo%dz-yN;P$PdL$=Anp#$=&8Itsf^4%|Vt-4mgbteeAK>@+uZ z`TTo(S}ez-cw^(;J6i=;pe!U*>8iQ9x^jP3P*CVt)H&-WCML!`_^Gyb3kL^BNonbk zbLSpcUA`}K71iXJhK7c&iGhJnQ;yqCetrg|-@ss;jQP{2Pay}4R-g_A)p5Jb6I6wd zYreDG+Ve9hQK_Q7o+Zb1ya0y{_x*ZpJGh$iN;ij&5~r8v>E}SDk19}`ae3#=Soaln zE2xfj24k!Pqfke7 zh>B|My_RZJT=3z;k%b(fKY|C2tow$PYTs9T*7G#y29Evv*HJEEmB=+3C7pYlg47d^ zN~;(t^$BG*#cR>?khr)J^5>uG#NetBl)w+~tm>7bPp+j|zTBYl*$GmF{r!ts`lAn` zdcCpyr5wd8A;F4*PS&G)W_zfh>AjGU>i||pKrnRU3a3x6+qUiQ+?;z~-COx4cFI#= zK-(3n-4z*PYuLn8ySJ82nA+LeDl_vRIdX)eJLz{?Z8nDUm+6s-U)y)=P~ObP!AUCU zcyA3!lmwNCSU2RO6l}bURHxm|dSB-GNWXoWWIUj-uGMhqMC{1Wkdhb|pmJyDwYzkUr(PWoqMiJwciUVG!Xaz{paq;!Da>diY299Zu(*rZm+ zeo8GbG$f>CvW8ps-5dVhyHDw=2j!ktP*_fxwoR*AnC@cVxOwwVLBZDrBJqtV1&2E} zY)0}w>Fj(6fqrG5_Paf-40A19Sz-kCRAu?5~qE&dkiDP~_!5o8LP7 z?(FM?UaG@baNN~*HF=Bf?>t3dbzeg!qe|>)D$16vTR9FL+A`YtRi!pBUSju|aPRbV z5ujJU@(A&0#N~cr;cGaq`}>RaEG&s>&2r@<+_KuUb0iFvapeY&-|4aoKS&6|PzS@(Zo@ysQ;1?`gmrs`-SZ(Oo)cweuT1)?#@ zUOP56Rx{iA029CNZA3E*9;vYItwpMBhg^GSr(s*sogi~l@GDZAY!-B@vRy{kv9M@& zhm_sg+3rNN)r+mX4GHzb_>R!YE4>MoY`FP zKrxb?5t3DqxwfJrgMop;s@1CtQAojCugAshv8;PTtEHtSbNcj4+w8}k3Nt58PG~6| zEGH;=_W&WM>`6QtuMTr=i1J!oki$cYt9MM)rQ0x2YV*7nwTroSYVWW|)r>L1#B)y` zPq=;Z4l@TJIhkVQ@D$UEZPN$#?c3)vn{YnUb~%diUYF(BT6ytRxgKt-e3jyJA66&b zJ$@|uYxh^yINi&Cy*e|!j`Lc$}}v&=Ou=4QeZZEI^j0Re%h$;teR)}=kWIXUAj z71ebsHV3&t%+gG6oE?c&&Oo9H<2{q}?j*h+K(S3qbu|`n< z^3aJ6ySqyOmR@adzu*^>wBvrcE7b4>m`ZP2mnqu_;&zBz_7v$Qp!!?pn+-Cug z0BmWFD9JH@EG};Aiu8JA>xRnVd*{wtWbP{=AzNbFYy<=oL8dNUx^&pk@Y&HoT8jFs z^EUtu)Xgs{s;fULQwU*~biIno|EIV2^JkQO3I&;uyFTsh+fP_4!#FMX!(_d@ZF%z( z+J333MZtQWv{qJDV5{04xe~i(Z84YkWH>|i8!RI#f@*q7$~swD*`W8<_3x~rqNAg2 z8E25y38csHk%)vcp=KhELBU~~sfK=4+l&QGzT|@)w>wbszkXc{kS25HjC!4n8$cfZ zb?wR(YH)5I2lnc{l9D>c)3FL+DOUBue}FHn)_DH@Nb5e^pPrJQUJP_d_!F;I8VxAS zQ9O2#(NssU-o5+xqm-CXUqFONJsk10tWMYj%67dm%W0>8fU>c+*TVD*_lg%FgnRB7 zQJiPS_CAsFpu2H=85lq1AVx&6ZIg1p{^pHPNJt2| z843lQ-?BD^Dk>_TM>!z{F_v$OM% zW8aoD;fJVBojL`gcDS_xB?TB&f2idHxjRIPfS}+o&~-s=ZAO*6L}EQA0dVnKf*Q|{ zWIguj>1i2x`D5qKF=IJm*jHOvSh&oiJOE^DtgEX71-d_&H1TP(9wGm=nRdHLKE1)X zTV3qhKx0-R!V`ma6ou+uc=+vy4>v+cGhCRPrgKQQ{I$%+#)b$EkS6>S6M0b7FOPOA z5Q2m3QH+xyclrPT6hLV}jX#V@&^I>rBS8s_Lg;SM9hMgR18g3Bg59Io-rpEuyojY@P?hPJOn~8ajyFr~SHN8yA@twn{#_PpB z=Q3LQ`}c)}hSGxO9z_!LBb*qlo`7b^vm1M$+R+)NW;6(6ne*M=CV37>dy~DrJ&m26 zT@(Ve0F~medPN7Jhw=99+ccTMNL25ef_OBpqI}aL{jR(9iBOJb(a{~nll}F(-&oX~ zfkw6g$%qDshGXwuS(HEJ1W0-MMn*e{a+#f;HgIGe4de>7Kh1f0N{Q9tQGs+GO$ai7i-dbpU0JDO6wTUpay(+P*pzLrbM}&s%UBe=LI!-(N6@u%k>v#_> z#0f?|o%gCSo;rsUXFnU8Rvn*q{%-2rUw4quIS?M3 z27Uo>>P>$cX9?Zl{p;8N=rGdyK4xlTL+}W$G8n`0G+DUYk~&)YRN^ z=7|I?gd+$4W5}1HOGW*-Dv_a0zJ&M~72hqLT;!OkmGD|%MWsKEl@XeaK)sW{b*Z%w z0}{6ZYU34TqJ_!4#dvYnXOq_897H6!JkTHt=`~TD6-O*JGMdt3gwvc zk8Z}DtzSRIbQBeI(i#!~bP>LEfI-Bd$=^oCs_=i)^|&jT5?3ebJVZeTPf1Pn!63gc zBAW zexZY^7Q8Dp*sfNXvA@+>yf~oJ{-pd8G=w)P|L^0$eeR#$h<>T+CI>}^_yfR)}x&xC$8M~@Be{447J zZTxf?{KxH}XI@EB$NUq-X{z?KGXCqrf1gz$=P`MEJ1fKSK?X+6vE)yBhvJ3q(sJK1 z@|9}~d0KUdEAEX+)7Kwt%Py|FyYktjKP~TC6)1UFlTVRIAk81na_ql^;w~2v2J(R# z3YfhN>tbkPg75;hpOT()hkzrX!ma(0q`eu4xDXM!vFC!ZF;-yWTpjc(?Pi{(09n8O ztg%_5I7L~=ed-eO$!bQf)808bk~?))*QPoHi-9kQPa@|T93K6GfLts^_`A3k;JMcsgg@TfTsMCiVJ=Xm3KQ_WY`yY;kaUqbnYqJJVj8}xXp`$goX?y6lv z7C+Yj=4Hp@Ta{UE(K zcLj?$v4Q8GCg~rYmNmR{=DScM^>Nd`xDII^aUKFT4!i)E`5@0{ z2!oyBJiG%_9Div5;(LnQq_xX0B3l_1(~tF3uLhi==o=dPqFC!AwgC0xvj@-z@I~Mm zwB-BHbp<>2{@h0(E%3o{oHlW=^YgvnV1FzTvpx-7-6rwDD*;~t^wDp{(?<;`aqok= zg~k-{m5S4zzqh(5cm8PH5kT_;ms$>!rr6@#C<9@5fUM{9JlXEwzdz#I>^^F6;&|5D)a|8o89zW_Q9p`9yR-chOOwXolsY2A_N1qN+0!ZFk5Ax+X@7g-27?B#I(D+D-fGVx8ahLQ*h1MasM<;-jnCg zvtqFknY0Z8$0Y}cPXN9KHa5vhHNd-QsuVojtFr&{@8eroSlV7!NEHHtZtR(!nK4A+ zpBgS^zyII?wViMFX{rkDS>|7k27urQ_`8%G)#l@Yg zW4v)336N*h8R$KsL#&63CChl1TirXWTNsyuhK4zhYifIqKS`K;*+Q5A8cBnq|5_jc z)QpkGN|apg=DPTs=;s_gc8rPwXh?S; zIGaCJ^W~4Ov|P03yhym99OR?kptA!`xNK-9)MI|U=3o73=&sjLuO4l!Kvsr6upB)J zlHX8Ih{{HXnRAf-yQ_=K5xD#~k6beGD zV&toJDlTr)K@!kw{)^`4T*&L!c9~YOF)>lV?nE#^hqv<0MV0dzm#BdEj)H~Lvx!|L zbwXijQer!Z5iZmYR*`;nH8Iu3MatyQxjPbk1Nf@#&+l4y>(ap{0xSF zf1-GU0HAZb4h#gc=dCJ%s!4#M4!?&RM);uWt3*-}oF}ixb{{AZiA3W%|@doKE3Y~dP@UjB!6Vb?J=v{(Q z8=wM#8wIgH*tG|`&Z*mM;_u{!$q=E3v?}B3J((*AE7E_F(_78NtCW!CJZy;0#s>V7 z4`0l1wT2!cXthx0kLDn?QByGWFYaY8)7@=)?ww`)rE>6jSOD(eM`8nY66&&zLx6Gr zPPHdML}(K*!q%W6qf3?l^vIQ#fq}aS6FQ2?l!V);wJPfLGbU;u2F3My~(rSdf6&)}voPpt53-$XebDa8h|-TjMDv-Rue zwJ)t;x_@omjpKXx_+Ht2K$#(^5>ZqHCXc$7in96Rm5z3lF4~tMeD7?UUkSLVBGP6j z2R}Cpxj=TK9EP=`dEi)TTxk98mjAhvdaTL3=E|Qzq!3 zb;Fi}=0BA7Fy8tUr;{bDo9#>mJ5r1ta?GYc3$#d!F@w-aI3o9IJSNtp^BGD>sefEhW|hyDE32rGzjN#H{2K+>sEo{!672DIlq_lX6!vH zAwB4DLB+-$X|?hKpg-K-e|pYGCv(#lim3gR(t_~Qu?^TeX3kCPSwCVwdXhN*I84~QV~ zAw3ql=xf(i{^7$1DhTB0<(!SHfjBMUI=0Gdeq1A_&Z;?AlA^!3Fdvj)V`6d*K8-y= z(8wUm9J{D~uWz4=n(Vubj0}o%4o41mnypq&&ji;2jortN9U}-B+MXN#=WUSG@e*2# z<9U%DspPo$gr&JG(2;=&%w~Eo%7u zjDV((+u91Sva%xJb-RTVk8%esi#zwF+6vaFJ-ocfp?0{-8q11`io&t-hIt1(EqJ+3 zW~?O9OG6Tnac)d9+7o8K(sogZ_lETSZf@ckD%~APp-4@)GtLbaGHekvS#ynn{Vv2W zO0tMlq_me5jB9idDxpbzfTICDB+?1qz{pscYIF(}f{KEuckHY6LE~!2_U#mlnpY>t z<3&aWpnpV^Ptcjb;_=AExs{|6PfixMe7ItO=^(2aq5wP>hg`?v3OvwEc?KPgNTD!- zKuC&;iCOOD<@E+p{AJ+=TBQL245SH*_h2O3j!clZFvA0RG!?u}WMK9t0ei4HX}-7L z3-NVN^BymV$8t7~FZp7Mj{xdJQMsX(s2&Asi(=*%6trm@RDIkr#4}pxvPg#2;y3)4 zCR`>0-Ge)mbES3;{!f)1iedFDYcSJ6Lj{?U45Io=O&<)?)a+~<{CmoAB50hGek!>q zV7Y6!Cn^e;;*&KH_jvVkS%G>`wEW`Z_hJpBDCuqAzWs1i1X3XfxGxMV#aK|6(NYJP zD=aUk2j^Cg>+SEqgVeqWwD{=h(`(kOUEA8$b_E?q;^*TQVOoT0zaQ2CSPLj1Cm;dZ z+QDJ@whj&_pxxp#SJ2il7;MTRu?iM&bE}|9ep8cfd_{tViXGqs;p_+wD2D~OAZ!Wi zHg2RbGHMffukJGb+1#e1Ea*>DjySRW;Y=h|z^nK3=g$xc7lCEe)QRpkODpp@`?C8= zKkXTwiP(d(yfLq)+pYM7*Gci&&7O{qj@B1{BJYLiNwWClt^SLnNA$8>4pkP%rAZe; z4V%yOoEMAb4PO?YwUMineR5F8g<)i9|1<~F>2nk)&kp|4!mNyo{zktKF3?X77H`#j zo(ea|egWs_1-1tj;93YF(ieHT7L#c!YKIqQ={3CX>fakYe*FKe(bmdgC_IN($!0o^^5@;*7ITear>wj$u9=>t8yPb`}WOf zqf;{ncp{<qH7xeO+R{fn+)e{XLBV@j&rKLe%r$-A42`T=x zE|oW$jR0E@%hGL{??Q6;@bM%1IxD8yA1LnkT5#XU#DqQtB2*vg6OIunSmmH$T;C=C zs0Bt7wcJQ>Pm)Yv(j(o2w{H(ZD82^VLG7ILP!XO^v}{Vs%Akcl@`4$zq<(t5MsNL= zE!V-%3W44srQ*wHC0EcL#(&Fw6fKSmF`3>r#){}+KGa<@o0OIaWVeBiDv_+76 zG^2EpBt9A*;5ri?mllCwLwP6WRk?~wu-_4Uhx9{yfdB+wBE&U1oY&v_gtrSI01W*y zjfC*M0Yx6pndqZA{tWDf?Irgi-t&PteM7_W_=yuiE|LEppMrHqG2Z&<(Pby^vfh9c zQ&#LuT4(Sk5F>--BCy<+1BNsp>TB`rhs4EsJ`wf-VVem&Mfo*IGSRD%VopG7_?)Ee zx|j%7V}OU`agKUNQ5AiXyOru zqco{1r{woVtS0cxWxyW|xgIQ7cBEUi0zMyYZEb?UyQ^X--n5KdB^6G#wteo-QBeCHoJJR zu!PAq>uG&vK*K5k9mO@FDTEz$wsl zIm*ifOR`K<4nh;N1pfLA8dIEFA`?LK6|{#q`1t6-l+b_*tO3^_ybl)@XxvkL3eJgB z04oUP%P<(QirLGwZey2l_Qs!Ea8cmhosgF=&rVp8eyNm{)F!EwOX;BMG`35`YvEW5 znNu|}ey~pzMza2hp8F#~ZFPQc$90%TKS6^g6cx+hZG)rdRO`y;FJ44@EiNEq_-D_B z+2kHcR8LCS_#GEKo9F34ddse^H$O|UOS!M25bzJx8}?6H3zF|+3(e9a|{n#MY#3Nf*L{E&_~VEJ>WmJuVt9vdWtqPuLXp=OYtEg5nN=lz~D-MdNg#{4Lm5m|u( zTPZL9t(!NG!Uu{p;}4mFhqL;EYz#@^X#1#{^+Ja}uB5b1*s}KNy*+`VpvO|PeS$Ah zK%TVV&RGeXBW+&}pP+m9NOmE)?DFNyaQ~=Z7scZNF2e(pn(Yq0E!Re&n3RX#z-dYt zqXn@13L&TvP(c9U$Ow4tQ;fJ=|58b<^!I_^|3@FR4T?8zPop~a;bkfyRS>B^z*Yp(pmN9rQV#ri&r(v941R|4 zitdtEFKx(i+l>5l>GI_xfK2TjF#leGl#aac(B!JZ61Urk&a(PV1qfBhP|DM%sh-05 zLPn#YPYBIXGE|TNKaO@SPBK;g8-5ztsED%#87dv52fu8he7dZps(KZ(1NZcn*49?K zaqYL}eu~obs>a$&sqOjnA?jOys2u=^@Wj(iXLkL0OsG2qe(X(Z<;~h1l~#bK|kbL^b;XQG9iMBoAW581?-u- zLggS&uZ~K!B0`wdv$WT*ho^>(Vy-I4!a3_a{Chc8oPoJ{f_(#glXjh7j+{JsE&C;= zm27%}2mKau(X;K> zkRwSAC3+!h2YmZ4zpTwpWVUnIle}o%kl~Y^oo&mgxk*y~mt;q0C-+16INIuM@=l=C zB660ujNj%3@}QxiDe3KKZ>LZOn)3qS4-VSupCFmb-J_^RD?<4O9xctkN7Xy!i=^sFVI4(%lwEv?7>UH<^lYp68&aY~VEIZmQBdS;9w%P6 zRDWPeYj`njWW+?e^e$XFiXFp9L+X3Ekl4UL2(^ItPzZ4OE!{>BPT7@^VH3x~)}y~; zI$ggN6o6RYz5u^L5mK!klnF``K9_vDk3x1q#2Cdeo{CZX;kD`O;RkH|iFu!0A3<%p z0^C!in`5jds%JE<%8Hu+#-xv&ZEQ{{;k(uaGHUO-t*8b&K0pU)~1TwJT>8%llE$_cADe-j6;kObk2@+kkD~F^CfiHr!9FM%pgG!k_lFr zs61}m_7uHFxnk8j)JQduZXrcblTAQk3&L%oOT6>PE%N*pq(T)I62%fnx3rf&;O_0m zz6ng;121-F?5PY9G^O7r;k=!npO3G|Yhjdqm9O{uohMbD=bijCqKpmqXHN$Z}%1apOjYZ3i6||4!)_2ob_!(W-D0vT0(aUa`j8 z$A@ZSusHyjBN~-9MChWjU(LcyZ!&R88KPrJ>I!}k*Dg5tQ|O~ms}*AgTBk?52(E#J zxaIe6Um%6;@Tj2=_7SPAb#RaYIm2ZhA+lXkk_~fs3=OcT#KhIaG2Hiy5!$O}#wCs- z;6-%Iv8|$W*Qc>al-~*6l~IPGy4&@ z-rd84@Dw2LRzw}qaUiZk-%y)AleB}#;gQnp7&1Tj1JKJS4R!3W*@100m=-d6U~Ci$ zv1Y=uLhNMd2{Xc^odI!xI9P~bhr9TLQ?rLZQnnFrJ3;+nVJzrEUja8mr+!<|KZ#O{ z$N(Dml3ib0J0uQd5G)LRpWLa8jLcy`tADXz%mATMV8L`<%W*$a2f_r{t9-M?syqeya$LF!J zI{?&S<|l!ZUC0WLw08GGV0h9pDG=cu;8d$++P$WAs4S%FBi`xSUwiQ^D^R`B*|>EdnJQOyAYxj*(infB0;0ji&U(a zS(FCus?Bi|0a)-y*&~i)>=}Z5%LE4-ceNKfDl!TRpU^)fePCh?1zjevgPag?8z-Tt zr^imrnn-yZ8*V&&#PH}1>W2Mb6Pv})mmkn7zZVv^8vQxQHK(6QXkB#Axs&#!7>SE) z8^AE_6cyc?nwko3LUuUjPW@i(_qA*7nl+c&OV+!OeieZRxCb_IV&D7{F3JcWiIOP& zbLG9t%F6q#>V$|-0J)jaVWLH0g)MEtg(mE?fi|JZ_{BIt z#4ETpcM~-mb%t2hQ6joT-D8I3jTH%=m?_q+6X)YMty&b zV}~-d92zLV4*o}$KD5XV(MEla8a}qA7k7a|!(Wm7`t|>Zw!#-NxUBuh3-Etn=lzUV zU!&VY^$riIISc)J(buVH^?hF)rVkW*nsWV~^YNr2)|dLJhHtp7EZcn4H@;p|DN{A_ z+EC}w^LsQ@YtL4i8M+&Bo@HELNw+0wgV4=YzA`jHg=_W;4zfEw*>Ag!wdL3EuGdT! z;ci}ore2d7p)Q?<&2H3`!%?*O`UDDPj}R3T`RT`%zYIT~exuPOzixa?S&bjwM;Y}u z!NQ`zmp3}cB5f`bb!=jWXM?T zzv#wa_^?6&(oDjVy?T?CCcJO6j{R8>-!LSBu0PQM<*WI#zr{H=WxI$DWV9*k=tKag zc7QBapnW2M&Adsu3#jyhw(TWA=faydZ4&R$q{3C-oifg3Y2n|7u498^y;bJG`(6RV zkJmX%(YvccqP)#2Y8%G!bFBNjAW{+i?^V^+O<)d)NrlqinLS$m8Do`pp)}B{ydNuPZ?;?@vXL>aoZ0onEe#z5&Qe@E z2qqxrN~Gb^F(9m9*v|%UA6t$`uC-qFa#^Uj zlQra~Uwbs=0wH^FxtMl0zw4an{%-nu7{8l9)`5HWNMJkMTje<3?&JDXLJ1bIdL|?! zymPL2DbJV5S-j27@{Cybb2ce1oYy;cgZ`!x-062v{jWtVMYZV7itEHd%!-P;sGSo^t;GmkV31_H2qoxzN=Q3d$78?y8d8#YuitAk;Y=A zPrL4z;LcvXMOUfuc*Xww`#6x&Ct>|tcRMt!GYSe{P1lT0qt&1mo8l`y@iork=|iER~hyz zc7%lN$^Z9f z`Tzgm|4$DX9eN5}*k_qa}&a=vPrMg%E(jyxcBPt5+$J$$oAdu*7s9OSbH z0h?FC3JA&>@^sz3J5hAO)MW{jzG8SU)IXuJD4%75Eq0s(?FbW0s-bb?7K zgpW!uexSl@!R`^SRv`AAKgUL%U$EeL&iCqdJ-fwMrlKergpSxiRr1oR*^$rvu$bLT zBE8X38(HH$_80At6@WPvo;IGHr(hBa6-*a%f(tSfo)xIoPrjcK-zO^obN~h}2<}*( zl-_hMA!nqF=R4@F#MrlE7eVy{+w-XzzAWE-{@%)M&fCE|G`hESR1NK+RsHs&m4Th=#iEZLhzkntaN$%G8$`LY%UmuHl;1b?Cip$P! zhl5W6HzLAfv&C(^S|d!t2`v0hkw`T*kL(+0yT)QI1GZ|1K$j+5>0$&_yfcO%6e?_WE;<$Nkf3-L$IVpgK3E_Qx8$doAI(EF%_i`QQ%y?E~0-yYbdO=+30tMXe9fxQ%Rvu^C&TDAu2#KZXB zgox#c8?Qx%QbdKValD+~o%NZR!crX-V)y(8zB)-2$S~d+| z+5t5~8U)u;X!321?q`4vHD>Kp!xO;Vcf(zK;x7Up23|mKz7#&;NNwxPU4YPh)qt%4 z2ro;~G-UbO9LPTZ=hQEYl&_Z?>l$DFzV_mTy6 zn_XH8xQPHhmVQ$>B}GR{cG~?od#b~CHD3w7Xu}S^*DheFFSNVE;Ub)=%p3Cj>MBnz_sckM7!VV(Qx!;vun3}XEU!kYJ zd4qlq1Nw}Ha2t^!-d!OvdKxQ(*~$jl9e_88-)s8wbX`sEBc!d2(-8#AyARQ(IOZ=d z3@&zRH_xbhBB>cSdrW>siHLwu*wu1{p*(kXAPiPls7V6+Ib+ICkmMWezbj0aJLNt| z_8d=K`bUL(r(lN^4NmFJz)JO#J}x1lj3ocrfh_)FHmCF5rJmZa!GPvEMe<4+Jcq8R zBI>cov+$K&I7ZT+VzE+U{D+FT{U$YZKWwXHcXyCUwyTg#UoB3J&(zu->RAd)xzmDTRcftZTk z-d=(&FJQ+kSg8u3i*q;?w~;^2L}7Pd_L3_D!So%8vZ@PPVk&IBX6tWn733ljV{Ty~ z2)roZxQbl%gDI^6BN8|#TDE&UJZp5EI=)9P*rOE`#F;r%uzGZU&@1nJKZ(P>_2+%6 zX;1*rDVH57&q?+i4Qp=4!*N>;!WgLw)NA{etmu?e>u|fI5W*qac}JwFAm42RI&MFI&MOLPC3Hm#!> z)VYiEgQfu6nVpX<1TMAYvx2@u=vSl{`}4F9%mc}<0@P>}V4~y3?k6P}^pRSlfEb9m zq@rfllku54ya6`=7|?FB&}lP*=iUJfUWQ&n8W!ump94s7qODgMmtcv!-i-3&gLbI| zgXhn3z%cbWErHLo>7e;n8t9hPJ zHqG$UP4_mI<`P80=LQZOoWD{V3dhuTH>5~G3>A3l3$%+|TKzVs0U&Y8g1#Y123!EB zo30G-RP8*o6b~6RnhN+bqY|{PIRYdnG(qtmf#-HI-h``nM7Lp5IWHJQ_$VRn@#HXDQS$_BnJ7vqt|7fsAUn?HDp%|TTZ-{FEe z$;X^vBSzr}u5gg3HBZpS{83%qaqk#?sqF5EhdGl?Sq)2T&%Fit%@<#w(vhe)Z=P9C z?yzd2&H+OYOFS;yD*enVY%mNFB%D^LXnTbOroxl|{ddJ3nCsB1WwaG-) z8ZG6q3+&S+r>cNBZPUrSDW~vIA4q&$01S!84s0hLauzpUGFxHIb0$r$y-6fEw+dTo zN}@)Z(-9(bDSkmV6SHLDrd)*{l3Is+DZ^O5EJsBPjd_fLQl< z=<4a^X;~FIpE%(cbB!FYupJ*Gk%Et*x}Kex%MtpqR0$SVq0W(XivIs0o9y9}Von3$ zFbHKf>?6a|H{3vNv62l{f+zuhpLpuqI(_oDe`hr}`IFd$vQYm@8fk^!DT`d4-R#NH zDJc@*7>C+db=YL3(*T8U?$XEjL>|MGd&mCAxA=1p0WDrs74%w|gZ?U@rlv;dBcY`Hp2N3XMoM>wxrdX7 zu9x>#+Yjb=hA5nX106*yHm5;j?C=p&gl2s>9z0m(jOZ?+@txSL^AI4>WO}4SbmmX= zXu)cJp@aw#8{NC&0~r`1Q*00xMdw=3px`R}bs1+H8N8+n=Z5^HPvbj4YylljNx-(T zFNUCn+C_lC8EHq{hWEaBUMK3gPefI!x6ay!@~wj{x%WBA;v!H98=|cRKR%Z7aD`YG zgi6)*=KC4>K71fN`P6nFmTz9Fx7eBz z$Z7h-#pD&%76i*!p~*pDtx;eOvF3$|bi0Pj#r$Y zut?o5zJyo*PC+6kvW-+Auu&)YrNziFSrnEGAUH69ir|qfH}dY1#hg9Jem!QRZ8tmC z{rZ{ZET&&uMMoz`$BsqHItheJGuPdvTw?SKtNYLg=n3t@cggb6@4C!5x$GjM*WBD( zm?fDME}Nc)YXRDc9+Q&E%#h@{^yYqVCaPkNZilN}gh?@0^!%_oUCjI`q%DrV@Eay8|D0TKKV;Yp*$yZ-H!CHD5%Hcp1|a}8e^&xou{5eQ(Fj5d_aPR6DJ*!3BjqX-cwzqM zq~klTGesh~_u+w(gsi)StaNM}NC?zJE&d(yQAjwx{bOEpeNd{qY3__b|E8LMNhK_&n` z!CJ}+kc?3~n7<;QY2oWaa?d;dGR{Ox;x!ucgzmymBMY^Qxf*skaWwo(0PCJWHGU2s z2}wnxIfEX_XB&wwh4e2mQENojZ?qL4_jJMLTqU}1WP}_yp>>AsaR2>ePrIH0$K?;S zZ~HIXeE&g-BA5AZ_Xz)Aez3Pwd{W}qxlN;^>R+`xurWqPS!)3B?dhIaNy&ZRpM*ZT zey|6v#Qf58X`by(vPO;#v_@knp=3pJLS52)+eL*6F-G=YF) z+`Cg2_NE}9{a_HuJt72K`H>!tyIWuS>ok)N>*mSNZaLw>+PUXv=ECykOrrZ&{$RaF z{gXXK+pR9WBX@eD#AbCWWlD(=kVk0`I&)fDuLY9a-ku4gw{q;w6^}KVd0t`N*!AwE z&Rb!gNG+|OiItS6t4Py%qcT2|ruf36tnuWpq|fhd(96Mg+=zZi=4m(AbFq?w`($kwBL^xzu+g6hxGVXeXKRP~_v(MV0Iw!M z5~R^jkrEPK%hQ=05~&`PWUKE_Enn}qiCyZL^lb2A7kkb?v}kW~d6`Jw&{qMc<*2}D ztWSNb6?(a4s?DdnGW8Ufhl_G(*0T?=VWAM|yqmA7{%KqtmY9aEXldj3IMFAQgV6c8 z4qf@mRVftjG;NfqT*--g44!TJz+^{`Zu#eZdS?PH&2l+JDsn}oL&qOfO;DTDmr(UG z)Fw&x*V{I`yS1nLVHm>*+BDXH{u*?U=lgq&-Z$OfOw#+)js7q8-aM-3w{8E;Oy)Uc z{zMXy43Q!YDk_NxO^OgwhDsF5SSSrBQiN0@V~VI~qS2J0loE=PA9M-fQi> z*ZQrs_ged(eXsRA_qxAd>hpQOuj?F+<2a9V`gx;2)i;~&28-8SF==eJo7_ODSv~o* zo++R~(@-&fuHk*O4z*tgjzp=R5UtBZ$b z-z$32bQp-T%`DG$)mNwND0`D+_dVXN>2sHA^()uk_O8sj(6N5TTF2Mbuk~BL?9`?H zo!45?>d1{xy(@F>R=!bdsjU3|JzPV{*-Y|v+td5vhgtpQ+shBCpW&2Dm-uqXlPq2t z|8Y3dZWTnk9heIX8YwPp*7J!ndOd`A07%%3{{$k(kz?(lfD`nLlnU%=v>DCsKl z=5&9;j1?q8T=|`<%h`BFg#m=ci@k; zqv_6nUW8F-bnM0XJ3fC;80vmm{4*Y^x(u*p9fWS>&DR^U1yw@&k?08lhA=PT8J+;| zSzKud>p;KTOgBxZRu6BZy**C;Z9x%bcUzYw{kg;{J z9Rehae1(I|c{rB_s*6x+yp3kEzYMQ&5*{^fn76^bQO78BY)7Ne?fXXOaJ`c>gie8) z8Qy!6`|sLL%hL{n=g*#L5(sbkJm?!yfB@5*c z(Z@nAlVPM&21<8TL?wGxDw9>}PS-wiV<{T2vb}zWe12Em{*-Z!u-X_#nx4JEiQ0ya}uB!(bt(Y|o=T2=Sfj za~A;mb?9~u#YX3^;^+SFRj)v7lER+fy7+9gdE|S`EpNn6Q|!+N_MCYPs$U?^6w(`} z6mvHUe#H{#i!Ud19eQhVV(gCUi;K74ieLWNX(GSXUYSB!lsCZr{L(<^G5K z*jn86riVsF{fWQd9~t!0aDKen>EqRXU#|=HrnXcWnFV5;*!-9LmaL~;6NSov7VgeN zyWL&0oB2V{%M-d9bQtugWW~SVn;X{D;2u#kdh4qyUhsX8=tw_%{gw@M3G{W>iV9l`#RT{DJpZld&ryv8Ffda4rgioXh4gBa zK(F5jly8xPD4iC0NR)A)rbHJBNb%ihzf3BBTGk+IIf{nk(6zu1KHfvJIHA)dBfd;oaf&8!!UFKUjFHB0NE4DPM|hk9K8|BF?j!~0(?eEu(>p#T3b z|KICj6po{a5~unTu@lVnnCNcd=w46W27E8bcJfuSz(IuS?L*F~#E1XN2(HgO!LmYR zEXNiGP2-bQTi_tY2^VyP2(9}DZ(XwUPhr@UPcq`|ZS|6hw#reh4D}f_bv%E$* z(Q{QYNt`1j1*!sexDe{3FA#)72K22gx-8;)4yAz;e&?$J zxkW5m6(_Wa9}bSaoB{Q5JY>V2F>r^uAcZHurq*8=Qh&KNIk~CC>DH_V(?+{Yt!!KK zA@tqb(B4TQ&b#NU4z;QWrpWj&l+^+f9puqc?~%*wM3_LCRNr~FQHB^;pL6Ozcour` zO3?xH$^IpO!Hf_q20gO?w-=D_5MqH4h?cxQ;`8`@Cm z(OlX1u7gH~Yvrk6fv_|*R%(O^1{H24vApWaHMPI*u2pQ@V>Hn#q za^TxZ>lg_Tzw)2H(NTjRD>Xx;Q>J@Qq9-MjPx$pYI&O;VR}_|md^cV~HsSjV>&gQ6 zA7_W|uxt{4qgs*X&NF!lhAX(;b^gvBx5N)q+~1ggIsexsxe2Uuv|iB6 zWQXXcuic`}VsknhCDj&tC(ix(`dO5P#VIhxQ6xb5Wka+UOh8l=>>^UVW8a zRjTR&*_;F0rj2e+QT^7fGHu2|Cv{2Afe1&#MsMe`!P=^$vv!Do&^~u&{c`{HEya&J zgz!Ct9F7}?F0^$xH*BiwhSc=fXE(ve^4CpyT;jLW!tGO}B(r8`V`A*D#Kbr1pMTYl zfAw(Zj=yo)Z(D~r{-0jDLQ2EYX`=@!F26m2DI581gQ{Ee8mNY=`UO`^R{TrmT6U~* ziek$;8INszZ!xqa4&vai{{#S{Ohkz47!ochz3MKMB4G9$a4aM(hJt2Ude(TaD1$OAvEVQ%?1DVlrCI*C14v*3kcrT!<8p=aeBnk#w zu;9t1l&`zx@%NVRAHlH&AYvRJ*8Jnbt;8@G`-+<8uQglC^N0;+^n{Ah>DK-6<)gl~ zbNch?f>0qcw;=EP?CDcmwn}{}N%r_v;?W|hiK%DT&`yR*UfO>}O%a4ZDO%+w1Ry=b zU{%QP!U*j{l1$LsW87wS0bk*mu;O32033A;LO%GBpldHsp$b}bO$^g$8owWOue*9= z$K$D@da}CZ*p3JB|CUtqe;Ire-*CB8rd)$ZOHGR%F;d{fP6)Uv{d9+93PG8UnVX2E z)e3zHwm&O2>`uN&UAM?=MWB$K{I|fVaj%>)K*ioT>VuFDVQg0iB^=l~MzR!0c6?%W zywG8@{b&V}m|zOO@yM`?95k3(d@PVSIv;_=2_coxW<4pQDVSIo)b4#ZmFiwi1%XdY*ik+~^P+6Z2!H z=iAFXwKe>_Pj?3g7{L1&lyn}epx||BXs?~0Tg@nc+fue{!Gf#LrshGc=nK|FTxlUc zLMsr4Sm>T!^8IT~#Z9BGk#Gl1ahQwIv$z_$JH9$Myi8XQLgzhJG!-Wj-+q6}1w>dS zV!yvF1cB;%pGi*DSJOYBz$%WpH+P6uaN19piny75 z#CzsKFyT-AJ@?l1<^hXixFPY&O-YSf#cePP(I^V7G%qLUT1EHkf>y>iGBUZOtC6#M z^_5g7>V|TtGkQ=ZJHd|%?1O&T;n#E_)@iOvZXWAVzs)09$c<& zQ12PY&TIstAn4?{yT9sm5<5*wDkbA|})Qi!n$%ppQsBqUq^xN)R0LS;2%JF*JYQDVa6 ztZP^6l;<=#qH}8q_Gkze!yZEVDM&>TtqGSxlD73{_|=d_W@Z<77c*2Yl=^z0FW+tv zSud0%=;U)L&%Tp}KL|`l^hg|Qk%4FtGq`@=mXpLpfm9b|v}5hHuvQMqf*=+#RnUhQ z7$t~I{?1ro?h%j1_c}L*{(YHVz(-I6>R0`6e5L+-p=D_P6xKWjI|g_4hD@UmLTCr` z=fonfN?!Dv>c7$saj{K}Yg{b9fupFIE#IUq3N0!DIgW4!6;%NZvwQi-p+!&L*3EwI zIJqIwLw)@p^^2uVUtj@+?8Ci!H|&+6}|v#Kq31~ogbqKUqa{Y_A*w2_uX6a(|1{Z8-2W_5B?&dqw&s@V72B39O8>Q@(&El$ zt#jJ~FJF`~Fm+gPwb%AeH)XO9_1&(rVC9ik>v~Q8HPFE4?o5N~1vU?NM|8Z{C-T74 z?KOXz9?Tf|;$Xvx`d-d2>Kmdeb3#!Rgv|tyv)Ep>m`K`IAy674I?U|)K(|Tj`LnBR z6Wwn=<_Z2S$?(=}HD^w$#+&o??bwIGqNM)9A(#-Ypi@6TdPT)Nw!NRv*O zhN-##?g9K~vrBGcH+DE|!VnpA#1uv+sk-;^Z*Iq#$Li2RUtw(}SYIz}GV%%wQ~9@B zHhixcK2XJ8ip6b|S=t8OY%_EeW^I4pkTl%%Z2p-uXQc4&kvg5Z41Y(2S6);SXPLEP zM}XLf;aFF$C-x`;LwV~*rcm|fUtTc-yOyTRjg8G>2%MT^j;*bPO<~t}&hThf!@x4{ z{QN;;KPI0~Ou;f)pO=qCq%dk>Q1XgI@H;E**WXReZCnZJfTRM5-#5c-giJq^{*+u7X-#(5xg87TE zWZj)R)pJ8tQ)}-16%xmh$Nc^0`V)sGnWVJ^{u1hXHO`1AwY^hJ--L0{*x=-JeJfYj#8-F5Kj>HbylMO$muz*FZy8xI9 z;xbxUSe%yUNe&jjV9_PhQYv{D+<_mZrA-(=-q6RIng6kiE~Qbb9;*CY`!(Do3Sa6h z%vB~{2G@!-i7F=!#4P#+INU{AIs&7mnKNguv9Zy_|BdQICxD8yyPRHGsH$^wbWM1w zNB{WKV!g_`rxzdK?{~C(-Ih6P7!7t}HoQ9jY=^gR-q^2Roeo=Fi)24y-hu@^*$FY1 z!}9g@ts{)tyyx-X*nB`gvJ4HdpvVz(1)noCOX^}bpuel2R zpRRI-l9(*d49-5Ob9T(N4fqcBX$i6uswEZv1}^KOFuDmOmt{{!z{i^13{&f2tTqUY-Oqr>#=R<9ObD!&=s_Qe%IO1_hv`L$KTTKtM#cE5|J3OGWY zCF8K9Cd@_HlL-3>+~9{RDt6hqb0@yid$C)QNd;IqOV_~S(3>uoyKU?cR2JDIWp6ZtdT}Ym4dpd#tA+|3X zbja|?c1ylKI{Q0A*N=Fd!q$13s%j}8FolFG)^QCVi5mciJBb|h>gU;iOL0|3lbl{_ zJ$H(Vi%jTY!z?!V)z&&P>oGgVh_?SApF?~d+TO9qz4rrnyd#Q;d{xgRMV2k`rgAzrEoTfeq#Bt>%4@*{QLzj_5tec5;lM8#ih^Um$3)w zD1oK$PC8L?DMN|e^G&EAlN?K1Pu*BNuY33IuU@`n2c4g7W~b8Ra^pFg79iuU?(xMU2oJ z*FEcq`k(!LgU#EvT}V#W&}gikqwZ4cDRE`x#9^6IEM(X!nWotV@N$CigP?E{z&CklxcdsEfqE7DZ**HbT`m?lS3Qe4rEB&WPj&N~1 zM%ToqTK0~Av*NB>AOXr}|Ndc7chk8vh2;2)jq4;(xwK5gQbsz=;T zM=~{Tf`k=0vF9~w5eLIxa^PoFVFKolB>j!KPRI}kIn0U1so3q&1*fDy&W^ApN zPwKbDMI(HY)h8~Rtlg&W!5+yN|J=QMwRN1Q^X>z+VOKhb6`Qyhl?)25tt&WaXyoeKiezWU}$_WPj6#7Ur zm%N~A2uHB5-ROD8XGNN1k`&h7XsYSxt1~B1|7X^f#|1BN!*#{#uK4z*Jv3jD6lop1 zjtKMiB(O}JKK&#SzZ}f?hUOECn=VftKR(CfNcSC-jz6Qn+#!piCH5OP8ev58=l5?% z+9aDUqvxMYu{xzP7O%v$$U&V0k%+{9+mVTXRbvp+f!X~wtj+^)WVL6X1SZy}3@5(jO};b(NHqUKJHBFfuxV=Y5J*uR(*dnSpVl zWUpDjh`fknG{ zk01LSK79E4wQDQM91RS|?N`Q(eY3N(xc@gcmyl?dTwboawWfGQ%mF}Qz0RFG7vI|v zQa(|ccbIqr-LUkWcf1bX68P9~fK~Ro;rZc!$>7%>Pmb_A<)_TiXOh7&H z5PZMYJKr(Z6>d)UJ!;+R9S79aU~xlL^Z=!{RKU@#gfAxD`to#yHJk9gp(BkzpeuGK z&)wzT+~{hrGEnSKopqpdqJE?%gBQYDAD(0QxN%*jjEP&q=|)aYJD{D|7yps1K90Qy z&<^b`ClmE#Om)P(4>djoV?J6=(ealI$G4frN?2YZtIWG#G*ouR)-L>h^ClG{Cl0RG zl&&(46DxEjswh0S&cPqXtmJBNnn+n+IsYBv6O>WwZHUJ7AbtZJZ5SVdPNuI`F`z9Ptxt&*7M+_LzBh0<76X8&6?lh@t z?7f1OEQQ6A*n}c_yY%!9>{2&ZK1xkaTF>A_Pg0iUF7S%OyzZXz@~?3|W;d30d%IX6kS^Ld%9O=k{YuPM ztr~?c-bZ24r89g=f5{rTB4G%`q*<4D&z8Qir9ixoyA+{qgx4VX{IS>rv294p#Kgbj zwOiM&?TL(x%qzr+-Er$yu|-NamJ-2cV?lL&GM-haG8#O7_;>RdRi02e-#J#z!)5#S zRMvCEd@8S^Oh{>L_%2MW2xP4(`0gLkXcoq2VriJv73WGrTx7-W8jSmGEYO2?q1qLW z{kE%D^F!LQEQ3<;A!%94K5h*C|4|J(e*E&q{wmR^QcW?3+C?HKC(L8-M<-7j+$>AY zog6Twe2a1Pvk{##Ui$>&r4@SWlrUk%qq(!I=#R8mr& zEDaioK`GXcVs)?1+1Yext=qK8k6AjY5iCq|8(pNHWT--u1t!{i=)bUQJ2N?$!b>z0 zwDiKn8K+0T(9q={>I+J1I-F`{KovLK*3J#z7L~P6JMuuqH8f6%kFQ+!+gYMlpuGRw zxpP+h{*)y@?yTl33YRF1-LS&yASJ8j(t~PBxGo8YU(<`mt-xN8^tZ=NU93)%>T%4k zF|=UsHK0hWnHRj7gc&IMjfYHcwVIW7xj$~Yw{I`0y~w`!&V;{oXcDpMR~%J_DlRUL z9XN1`gZ%05W_!$Icb?s~N3x;ho-cV?tn%c~dwlXzwa*(yQPv%~>;t6!`7{F*ckS2S z7)Ym9HUOp8Z1fwYnB|_aO?hswQnsz=iYh8}Al@OIE*ypKQ;g*C5XIVA+$*K@|4?K0 z;ZgjvZwBw785NF+)Ku+^ZI*1>x>aZMW))$i3jW=m#L+LeIr06L&XZ1bH!ODO*SGK8 zpG|>PT`R_5-3bBnRcQG?O);U?tX^lZ+51?zI~g$b?eO~UUUraILCBP zebz6IGUW}=rklfrSomrR2!sbm&Urx9g<0eN>S~8KNv^#`iHlp-kLUFFL({W2|NdT* z!($O^yx4^!EWU)fH!B>yuP%KA9wV$5g%K4;N%({0i`}JmcEfoyGAdN;BAlAWn)kgw zX^2Wt*`rpT$T6&Of~o!XO-w0mqE8mzhy^XT-5cT;7jff;%gc8pOb8qetHmDu`*)DK zXdK>}Y;u5$u#y@=_%I`qYkJi1(c?g6^524evvXTc<7h`{5)ob4_OUdYRxO`p3J=Dv zTC?T=(*q-Lh+_*=SI^bX4U|AcPh+gwly7Ad6{Nj2W!ibJc3K!^A_vH3Tx&(ACd}x_ zQu6Zhp7^-|P7BMtcVbHs?TdK&_xaiuj@RCwJWp89wUxK#E;jGx?>u80ThGfCF3}n-jgxrS zfLop4#U-5IUSiA&J(jxk>Z@St$pRm?v38r4Sku6?MsVf{hnV0O4O9r4l}XZdJ8V~8 zaPaiNVi9}B{p2d#&<3!91lFlNqjp`0h)h*Taj+@tJk4XD7o^6k0cdpw;q0|<3-1nN z@f2iEmiD?BwjSR`wR4bc_KxEs7Iqy52qgjzV~?WjqpIIhB?}u9x>-#BSerWszq5T^ z2kEfzsTmO!z?&U`@kCW+Ma4HB`+M&EZI;xMLYHR0{k!Ps3I|=^f!d%`Jw1l>?W;{` zOYeBhz2E6`i=&Ic9{>FPJ89&|Jz!JkxVnyul)!uHMfddO%NNlN`Il2JQGMX8cp^0P zF%Gg+qQ`K`#6DZDrX<E?%($$ik#Is zTS^%wkg8vwpBWtT(Aitv`tHsqH#!=?V$o}+bluLDo9kDvmhum@PO+}@LuKWpnKMrj z^(w$cuE(d7TSS{gqYw_M3fSc0@_X6ORLgcw9ak*9Ht{W}8qfb6mh#kiFM%#G?e#Ao z+C9?e$dO7yoM@p24jj0)X)&JzkC+8sE`aF=#H!KP@>8Y+@gD;775OWHwi@>5lnfu6r8>uJpb@d*y+-f;~6?0eO0l)?rS79Y)fu=K~BZ$YV9bEO*;nwG60 z`X>dv*vNgsZP%8a7QCLv@HHm>5`M@cpD}uZ6l2Ail2;&c`3Ua8n)OU9gy0OUw(YB| z-aVD_FEk@!raLtyWr?Y&M6;w^F^F#{SsIZ}IDbOt`Her31b9Frq6Lb1c)%o`H&e%r z^Cd*!cQ+Pj@+G=}^L&>0lI9Tk!Rmh-j|V)jV$E_R{sY>JR}3JcU6APUy(iF}|3;AF zjOK+$-1Gb8H|dnSXX)A&AAb&ZrpIb~Ts;Fk@FXi)LcJ|^l`ju=y+TDlhr2$}k^?Nj zNAux->BH=Z^^A?boi&0_brBGnqGcZja=<~ zg|qi1E3+PYqFq)WvA79*q+O=+sqsyaYGNlg#m9}y**|dv^(D8x2mQYYcQ@qH>HcwQaK zP;#-=#*Ig4Piz?SOL;3RpSji!#MSU6#Z{|-+vC|P`cA-g+$G*fU*XybW+A1oc1u*h zylBxK=m#p`#QXH~p>4ZBea_&GL;dz*nYVXl@dl~u%2Nkx?3ASrPoXImn>PVsM4K_9 zi!yeke8D-OGWp?iIZ0RFs1w1*`38F1*8Q7ZWR!El2b1hCX0ta?r(d; zysN(e`k+EE2p2n`H@%VzJ2R$_G;1d`anVGB;6F^n)qzEMf8{EBnx7c&nzkl$y3B5eV>+ky#@aTIB{=Z^Tps7M% z{{8ix21Z8dtmNJVs4J|@snf;2Fwn)(N$;`_(ldyP0hDYu-PGeJPprxAw5OupD`pji zzMh%i^C%QsaB%xHUyOJ3MX4| zK9Wj10)#ey+REM@d}gFt4Ie@j1;YDRl7HAo z+lfN)KN~~6x~D&S)LK4MON4yF?tO|-3hiN{7!sRC`!!juTXzUjXXNzhe~gBPO%11V z&YqL-?>Aqs+t(LCt zS(1`)*zCHm|JD#@F9W%4wzlTrb{&+^@w-iM3BJ?qYGm3w1M#Hp1_jwi&bG(@XYn zy01R>OKwF-HjQ4~m6lo)LwK<6VS2p?u&h+-$hig@;33Iic&!7=hb4WhSuUH$FT2@A z+FMk7DI~0k)Bs|&_v3LK67(mkyx8`nAU2T?Q&gPi^0caUYo5Kzh)E7~jakcUkSx-_ z*^D2%Lu2U>_GO6^DI(-I7CP)DoeNK8mZeUcK3!~+XVdI#M@PpKYSIwr_~9R9t7Qb2 zkl^vt_F&JV#LiM{pT``)H?Tcqv_0PVdb&^n4#~lMbm7^ zPUYxoGwQW$?kh_FXIFp3z%0=LUst z#dKV{CW$lyR(71Jik>T-zPy?&Xixn}e_H-; zHFw$Lc+;WCB*5?WO%%?bKYiN7?gR;Nluunt99*&VU&!wQArzyO!1ZW-VO92Fjqb0F=GzUpR2&uc|B0x_0!C9hc*Sj=t9a| znLr2!eXrda1#8POGl;LYeL$x#;FUmqIq@J)u*-TA zUD&s#U)?sUm<%kwlCF!j?JrrXcjxx)yoV3H#d@jSQ!_?CDkV`nU?xfhk3Pv2#FVRd zZ-GVmYRqIJ8!Z5qK+`V%1`+1$5$_HPm%&4+xX%(Wxm-KGegvi2#fM-M~A zyd#ukKeZTKyzyg~C3J?;8HZZ)n`x1v=UICe6&0aqREnaFZJz5dd9#!YFx({R^o(tX z*?Urcbod-D1r_f2uiqKqM{(gdJwfr1YePM*h1&DN4OfJA=d~&WMIShJ z>>;p%0_7B30uO;$Z{E7~d~EDEjo7eZO$}@^|x_>RSd6O4vz-O7OdJ z`EDnt-w#84I*Fc#}&%W z^NOumkCrXnS^Tv5_iq>2h=V@XbuTv*CpEM?Th9|+f>qnqp5x`^aocFKl>ZU?a3vR# zD3%I5=0tE;qrB@p+%9*{*3_1<1BbR81Zg>gsE5^$X*Q~a9Y~1&QDt^Z8z}F2WFeE+ zJwoQ-M863;pz7@8G;Qru`GGPrjw0I>i^KQ*`%2QV*6|ZMXGx9<7zN}KQfR04yUxxj zXQ*f-o9GJPzCFcLHI05&_V+IAF;q$ED(-W2L1bql7W)TIrQGHoqB0a)yF7ALQNAw>&Q)eqi)mCoIooC#~|yYZYI-5wCagp{d{e z8Vb4T0$f*GetX#GBLgPwrK^4eBAe;I@iM3wiW?i4fXvk;b*Nz0*xAYbIjuNRg;qgy zf;3oX&`(U5a`(wp7my1fa7|0|B7#8!%G#g^+|R^;Lg5bmeMVKaUl+I)qua7$JVZ2U ztX=XepX3VKZA%xzR#zj=nMh>xS`vdUS#{Gl@+ItcZe6oy7iB%fp02-$iU1!k39tP> zBe*(DBubHq7xB8PYSOS_o{S%gbrwr67!F3td+_mY+XIhhOk+jZ{awiXMj?RuzPt3Z zYrvMT&r2(g{*6WZX{f5LQSr8%jcF6U|>(sKL=LmRUQtq`pBhetJ?#-heBc^TPY+ zJD<)FyN9ZtMx_!e7JOKQfqbXR$0t%*#GCi><#7^$H6M^-|9DtfE@Jw8qQ<$2!Bx1F z`x3cEY-s>Zxsf!jc-1CUKmr$m#kNe!hKjvtEKjAUJ7k)pkZxIHI_147_WG`;Mb&aCg zWm)Qd(ZP?K^Bgat*?Rs0OS-%~!Nez>Y=Spg+`|^lAP2EMFB>)Crg4)d9ix9c$Ic_F zkOrnyH{ld0IA+GdwFj^YC)Q0_9nHXlt0R&t5hy_y*5-UHx;7dPKL-oyHQy>w7M-rMB$shy!v>T7>r@634NedVjJ`Equ7W-rk*7dMoCl5<7F?K&K1yLw>#bmHmR7_OYxih3fy{ zUx>PRLR6XU!bdbNH+;+$0uRz*ihNmOFZI0i?OAHUMofNOaJJ#DFAO&}4mX}4k$BNE z^{s%6(*nN?8f$hKHlXZ|!vs{_qx9C#yuqc1EZ_7S$xmu&>ON7iLgQGWO02IgN^RAq zy&yl?PHP%v8cK@+Vq9D8_YGGj+7*#eY^=jhpUxpTf@2BXaoV)we9bQ1x;;0q9xW&L z4W1M2S@F8RbEX_`TGVCuK;OL(45gGtUaicEkG{CH=nx6f#(4({l0OX%`Q)DE^RHm| zGfYZPYqlw6NAG&k2NSG1s5&))trd`|$+RPuIvt;2lhzTmW`T@vx$C6y;}5f4C1vio zmAna|YlAzwF>P;gKU(w;LK8^*2;XP%tfj_nL(>cj{2%}x1!vc#_e#o&y8Jf(AF@T9?U6keW?St4~F2psOQ$&eG zY2M5Xo5Y~oQ1DM}Z_Nh;{j~!w@)>ei?*pT65^gMjFGiR9BxgH4V>`_AON$I-Ois6~ z*te~X>-7~ieFUh3NJ^zq|!{X=PHLG#ku zemh?)9iMg_fz^n)UG?ht-GrxiD6;3q+s+=hJ()eV28Zq&ck8=-na#X}^u;EReSWQ_OVTH;gNmOf(WX$6 z*WpBL&9|5a%=H|k6wb3}6c1*ZOG@Bg2YVOw@;IUkfW!r)oHcI~b#ItIp~CCj#>&Yl zen}GW*)?KVgk^;j!Q2WorLeFN!IcRe(7FLVDz+hVRYLTlLruRELtL_27bVMkjgOkg z&2QUS;#qxa)R8BY{er&F3Dv7BvU$H{WiZ!=@ZtzH(#Ug8K;W9c(djO&IwilqQ2Fp+ z609Dy7CI0xr?NqTzBhRTy8{+m+}{R>4Df4{iZie?%FSgiGctB;r3|LexWcVRU8}oh z>#XAtq_S8dvfW{Dg z(creXnhC30Xco>A|70$3{w9#l01?ecXLlc>W(7CBBzo~U|5q1YP}dTtJ~mUZcB*;u z^r`7^v${uS-IQ{(vf%Ffe){m?5%r;fWS8ICF!*j#lKq-BnMCf6uA>dQC<#d}Z$s7U zz7%$3pMACN)wzE+n_$YU#zc^440x<)lZwFThG^_u-e|!ueSUGl9GQ=HcPGH~A(lAw zq?kf|37S+=<(dHv`0DB-bF-csR8?|k%OR1}@KVqVa<3GHDEeJKiJp4MLRLr5GEr7QweiBqNijz8Kb`Ana}dNXK~N{#Q5>!RVGaM_f;v! znAV6#`Zl6;Pj!=FP(~fR?2UVVm4B@;cc3`!XAyd*q4G%h=H%dZBouL_z4!eJ`P{F6 z|L*k~Am&g{v02&)fnB0(jdlefCg)ajx8_WM@LBzd9%PQgpkB6%2hP;x< z_OLGh(KPPr^Dho*wjR=9iwRL#E;UBB+xAd66A-00@5nv=D`7`Mf1VVs)iG&`3ul;lSkkNVBl4HR5M@$u?Tc*k5#%UFc}Q z-Z7@^xNV!Rz_LT9?E?I_0vs3YENbfs(B>e3@98^j-t>`fcXH~+!&F0^Rb3Z_1&&e) zPB+|86V}OJ0HYK|M-U-&ve`}`lMmDv*sav{S1pY%{j{vDhl}wEnAS5ql%tY=OT9=m z6KO@jz*JKUP0N!(V zKtLa{uo!ZghDe(rjQ~TdWYEBYVk2?HsW|<+iY2Vq>jjiG%fey^u62OXt)E_AF^FTT z13ZM7L-P6f@#Di36h3=zk1|z|56tRc-V$b*rg$VX`^Rq0@VtQ`m6=xAyUA~g=GT!t zcM~59q*F?YB1lx0+|PZ8*Y2|%UHn_fMM!Gz)70vy#2$7&FmY}QUyFD@qM`}#t(6oU zLcc%lrFhz{q&QCd;C&Sp6({^h!i-{QH)#X8PLIBQy~&Ux)YUD{-5lMC>??*fFx_+g zG$U)r=&IU+KTRHEEJ1$-$dAeUF2Gyy@~+&vm5!wFAiGPuLR*Suf0}dVu#R2_8vg;w z^ZH$IT(Le(yX5t&S1Au3v@*NAd>3O+d6VgN!G_a>LQAc%g8wB>0`2VB%h{RzkO&C+ zfx`qgi`s7pnoxFM9k5SUvz!m1%s81RlAELHW>4%CwS5#@n&ZFug&X{BUd!f4q2v}~ zDR4Kjx(SfwQGLTiDlM@|O{kTbnUs=xb#wh8PP}Hgani&SKI{b+i{Egxu_B|oH2%K2 zc$rva$%yQlXEefE&}HF^qk9e-bcnu1Tv1Xe>InCWKR@h_Rutvtb_Y*-$W)Ip%_;&3 zD-bh=5>#O&y;D*&pGKQ?r;ndAYnGH$$AmHu|FjI-62-vl5kC?;v~Bwi(DNa0i(P0j z$5Ks%Hk%SnkR7_Z>A_jPYKtS2D}!T~c{Eh?7wowZ*V9?P`}(yTVFM!K!o2nQ;P`w< z>x~u2J$iF8`f)uU{hBA`&6iB0dI7be#5%iWMTfys zvqpEF-WWSvNo08+uuU;Q;Q4E>=J+{6cP2PIaqzl5DyzxqwrR0>~!_?H4kF9zWJ>?)zM9JYw#dZQzM^=N)LZfNn z+Ff+9RZeES<_X7Lfjh%*WEBX)^Pbtpa{PON*x? zcp$NxnQ}W7MrQ&65&*m_gg`$#TFS0q#k?q4XhK?@B{$ag`))Gq%rZxU5$SGLhH z@3jWNM8tQbY*Mpe_Jvdr8l#QNDtp0aGe>oZ8?fe?$6z%zwOSx^u~|)s)sQ3f=+noG z-uMj7y}8}9wLd!#P&Qb-@b3jg5&N|r)}%g*{v$Vhcq{T{?f36{!0W`U1#Cqt`NYEk zU0=f2P2l{Nn86z46Uv493z-#3T(C;uRGiK;rV85UlZjTtc%2kvWkmpr;;3Y2?*S|F z?3H>MVH(Rq4#N|OR>!_5K61kKAuR2FTJtojH#Pq*@swC<_nSQdJ(*kpj^VH_wC%FJ z8J{SV1M2QWayOc^ypX4x<`;QE%a$RY6mOH^EFTmfLIr3$9lb&tC*ZpBvR1kAk(uAG z@{3umdo(mO#?JHRl`EdmTqxu`p~$QQl$Djmya>iGnet&m<|Z;dooY{_H3**# z?3g`p?iwX^{R9V7(%Z={MYh5hPGu*a-{+@g{ z=W#w4;eXVRdnI~h+bP2ykpT0MH7Hsn$)KXsWl#mz_gzAx|EZzwrBKrm^BC(0${1o# zT&3ONfQu+||Ju9+r<-$K)fE_cQ&=3cpRzb<;@@}K1gOIxMu%LP5gaybn3PbA5mb&I zKfYhELlQ}OV2!bP@;!&0bm0R(KaFYwffnmFJ>X*q05Kb<+DYkmGn8825b#$8{S_5T zDu3Op*bl+fQmoM0ijhfp0Ti%;t>@w%dVF@H`Sy%Qy66prEO+wcMeAx<*(vFkYY;aB zd81!&@aXc~l9Hjc(|xD^TK`LiLKv_mJmc5s7hOAbdVu5BA*wrI#MUGwDT{FifMnH^ zY%}cWKYWDXiUbjNcVD*_TKx*D`8@x%7Y z8FaKIb@4G{7wLYeI@+*jZagW5wy?*5sl|)t?vmAPDEV+{gu(JKgY=ZuwzgNe8bV>R zV|;QYG3g@A7N0gKVX*Q((@$4}YuI(4#ypMm*O9bjq5ya7k(v9SK?jSB_GAowlECj^g){;&kJq9+-^^YykJLENqJ7VI1i(hqBN` zlbTG7iHL@Yr%{BC5g3i&bf`9pQi!qBV=y((?`)(dqW_vjMcK3Lf=SeEY<1~b3hBqZ z4v2=03NPX-K?3xS-VNw&p1NzD7o(0C$VJ42R$QZ96MYk_GiH+lrmQK@^3n-vmz#Z8 z_Rsg5!`rsB4VbKW>Egxx{Ot7aUEqoz1(p@P?BqSdvo>tKe7(>ywA!OiJH>uxIf7V$T;r? zJiuniA<-0zJ`@xI+Sw-PY4Q zcF!;Mvno?#Lc3&^lvoDr*r`T&Z^WtK*>XwlUU@_V*QImkvpissJTLWESFGDWNDb)M zZ}EBC1$8nIO;!OOXC@YwvME`Cd%<$;9@ z_SN^E-X^G<$GVJfZ^iusww^z4p1qaTEC5g-=>?ZLG{BA(BvMzDn(%YGkuovz+UML} zDV4K@3~2 z`@SG(YpiARX@5zl@xAMcT)g(~Rh~9&No}ClzJ2Tb^0GVU!j$C|7oP?)gxl*$@K)NN zklgTLP;8~pXpul+#RM41F!A+2?-up`TXN#)R7gv>0q7c)DN|NK&(jD0Bj0iN;q`)~ zh~ofFay&RVoqSV3b0@O_q*-Vgb52a!Cq$xRjEy!;Oxzu<$_~k=h84^L7*4r3FeguD zF})|4Ie<9xFWmn3*koLv_Hb?iA2)30pQs5cYC9W`^9co{!i<+V%V2$G{wtC{4;tH) z*i9)yu}F8JiODpU;369fLb}s4Nt2@0yl85sf3*V<0WjrpR#pUqz({;Qy?ZBu%7==I zz=Re2R)@m#zAxuxm3W|=LkxR+WqLP%xsc8P9M<;!QwP&mAl5pUasCHjtU!sbU%y@s zLEJ7qeEBaRh2;!|2ub3j`B{JO4G=VBU+H!@T1Cl?Tz1o;XNMjzKSE}JrUj9+}<>j6L#C?p|pRWP`!BB%(O=SVwdjSSJQ>L5Gecm zyi_XuggQK2C}Zc1wPfBD?qCuT#W2!DkB*$Kz}bjY%eq0PS~+PkIrxa3Av45vtltr$rzn zHYE6rTN(Jqkhcbgz##NN9(Wlc)N-1nQAGs5|pfF4gNS^YdVWLSt`~t*cR);M&ozmj&ty&vt2Jxyjma*Lcl)^(tl!Y3N9Hl1>Jr23A}R6(7%TWu zSJ!LMsDwA1Iah>{!2=Ii1V?=YpRBQc@V#Y)tx!>NI9WBxg{H7GPFja_i%~ZvliXu+ z>H{xbdJ1Kc7`;d5KKEoR8Fx@$BVA3Y8qa0o4k&90??PC=HW1FRK7BLKf$ zkB=|oJuUi>`De$k`(v2Kf~XP$;vl7{Quiw!Cg7Zbh<$xCcJV1j0)*H^W=!0QL>)bU z22IykTR-5BZv9l?jfAn1A3mUW?~y(|>GZ;VeV=p=$wEH}yJl=VPXUZ-K!=L>y1lo^ z@=&COS(nfK&x|_resk7Um;CtBr(Zv1cms%+9%;26m0fk#n7B1)CB)P$TpTYBrdS~l z{d>Rjh3D}X=2Pl@EG>P&q_h*cN^r%zVP4*KlcMbiy5?ValY?3Z=707*i=bb(uqQzM zky2=~^AX(lb^nE-91{MCAjPK(>KOievWfCwenkJxB6bP z#_yTBI{h-Uez+CKnZ>Pj`EcU9TCQtO{q}p6?#W?j^Z$UDjv@1sxaUScD`4QlXRH0w z^lSYrTr6I4Rl*&X6!KXl8LQYkG)r&MSzw0*nT3?WbVU%!d-`=_5cV8DMYX`8?yVBo{U(Vf2y?z`vpvu&<#6P)+qudB&VB*CnQ?q^-gIOVBRFVHBR zJ+;+xXM-FIbsuKrM&%sqr$5ao_gKH~4|7Q}bGQx>jLPPTAwKx}{g(n-!(q(r(bkRK zdTa0!`hl?E+C9jvv7ZYs9PxYEq2~gsjwnjx0ESc{gGLDn^rY3@{?6YNbCMxMRTM=; zx+UAI68l9cJaeEHKkudZ%6e0NE>DkPIDHUzIaaivWU46N@FTsJ`JK&Ce$)29ygd5n zoMK&7kI8DD4_!w!26fs&_3zt>=C@~8*dauL7x}#^lz-CQyI&xdEab5U1_b0WOT!r4 z#15vmyln=uba}96LHqweV5|YQehQA&tL-kPQRI<7F%&VEJpY4gt9Q=<^B2Ct$(0eC_slL&#*4KJ`d;nBT;Jz1`@lwGjNOx5#I4a3aWk@ z1K{bSXX0B23q~`o$)Ztw(dg z73tt~xVKgw8cdoK%lD6Y+;dUn1I}?D!y(Bnj3sVH*`aS}czN6I@rIg~z44n~^+DI=Q7MKOQ>h5|<33d-hq8#)#i*C&<{7d!9m+n?#w~k~zsG1WjFV9;@`e z{rdUSVt3j-3$$|F-$ovx;;=Da-Me<|c!t6v-gED?tIUkZK{gg>4Jv3xW#!NJ+FHG2 z#3kts41ou^@7O_+8us%P?d{Qh`#SJNdoTDBWdrIzSv_ujX=(1uzJEtJA(uowzH)3! z+1*6<2IWsb-KOkh2<8N!P*KhkgmdD=GNo7d?VELC2x!?n=p$NJU9BU3w2{U^I=r=C z?YzQ4$nc#K{6e>{U_vzzCI>-nuGGMUk#b#Z)|EBGhxC}3PxS3AJZjEGEDqo?X8K(m9`bJ{Y38FS?mKBOmINahiz40TCR*2&`zFCwK)F&Pn;Yqz+_ zt1XOOe61{j$1Z?Czmq4W87hD_NPY80mZ%ECG>4BgOH07>h8OmLy>kWk(ccPr{<(8) z-R=$%leZ#;^m$9Mu--J|?!9$AJ5KKy$%3EgQN?^Tni+W|rF|5W z1pD2`kIOJ!A`N7U-uDrsT~~no`6S^e78&2#eeK#L0_JDaVeYc1O&N8CHtY$+DJ-5~ zPHJg|aaa+iRn;%ib0Vsra3e82H*RsXK>dHUY`HPpMd!0eZg2g_Ueix?Lm>(nXcqpW z%6ftfs`Ji)`rh;vznTvmG#~~sNHz;?7{Boy!^xm4@GMs}&y0wOk6awBjZEn(!Xp%J zong&2NonXx4gj03uTf1X&9e z(y(KhFK_=O?5AdCcA^B@4NMHYHxU*Oo9n(p#VL3_lPH0i(Q2uzDQGKYjCBFydGLv) zV3R^1O3TRu1Xj&{WZIMT21bjQM5~K`SHv0u1xQ&T4T3w;0V@f18if6)7!d7$sDFPNdKW49z&#rFP4~TpoL9` z%5$v$x`ITrX-!9G z=TyuRmON;NPZPdrV)lerDn>=2hA4BM%Y-oi(UmSj@Qz~I8TQwUM!>r9_qXG!&ZC6< zAE`U%Lc9_1G&`HATZaE?2U03E%f==mzmk_L?gHL39hm~GHd>GU9v`%zprFUlp+^vN zN#N9gym^~PGi}k^3vRdfol@_Z=pH4O-;%>rZc=qyL8HG!WW^R8HYZ4R89cqu<;$0Q zv~49|OO2KWBQ*S0AWB!RU7O?Ts_L+QJt?aIN;|Pw(a9_n{)h2aV}l=BPVA@1C}IiX^Xtjy&i?_{mDq3dh_pSiVs*|uTswZCGlZs=dw+Y^}s}l}H zpQG^}PHX3eZEI0IXoINrpzM_Njf_U$wa6{lI?%lH`Is0V^a9yij}hsZ`tg+~m!W%q zb;jBB!tlxN7K^n?TW#9rb=zM+sbZXAOr(vpHn_v&H3eRMb5Yq?5chI5Jnr;0H(m|&J_<#vhc-0wBr79MK{0;-bhSt$lhKO>c7TiWjZLwsxa!UQx4W!dBL z!W)P~pwEkb%5?lH%e3j5MiJp z4!~x3!g527kIt9%w4Ds?yy64wi92%f(v(lsgJDa$UmxBs=HbL`2x5 zZ~Y;rZh1udRK!YlC%+XsQZ|`uFWJe=$>*0>M}FEoeISAfSdAl~#25kjG+Y6y8qWNP zzN@LO`(bL(VH7X`WTPT?w7r)?X*E6Em>r9`7{dl)g6 zvZRzGA*qC9H`bXVTb5F2A!Ij0QnXVjV~G|mwvkj+wiFXF(qhZf`#nAH^L}3c%~1F6 zzJAwrF2{Ks$E8|6Jb67=Ap_D=;BV&@*a33vqq=6*H{`ajytr8-$<)V`q9hserxaKG z#bk1jtul1CwemRJ1ih1=2-=~SFAtYJ!qIg7qXZ)H4M>7ijvzObyxmwk%BE;(*|6hT zM5fsXk+taynjM!%`(K9E?WHRlc628SsU^#Qhl4yN=hmG&Jt&K4Nlpr#j#E5=p=vU6 zFKT$M^7I)od1TD_%*S~x^ZwlX`O}uq)MoOI*jC*r#DiUhc4{dF24Pm5JO%J+rM6cL%RaHCfkyTyzQnI66=IxA$YZl9~nl@v`UM7dJ zMN3w|Z70LrKjbmUDP{Ypyaq0Tj|`prXP|pxG=cRVUu`knaUl~6da6Ops$KfTG;FyA z;z9{!$$s;~9g)izciF-{1ey!k**(s?2Q^#-V-`meuC4L@dt$2i6h(n02PoDk=;=rZ zD>PGnGb8Ti&@zRTUPT_N)8zR58)IkgqkH6&UB8`gSUYX0^S5bwt(xj%_5%XgaY8+v z)JDAW<#}A}R?~%PTDOOrvoC3OXUm`umDg_&<|h=;&56<^@rd4t@ze0YaYq>6zQT_;l4+6tX9F^CJ8kWZdpEM{bUSo#WYMpelw7>?A$aAV!NDyg`hYdxqehZb z6AlF6NTo(RnT-FM|CC9M30E_79q(*cw3+RxSJd+3x3K93upI=MAyA-@vZBwIPcNY0 z85iqxkHB1VhWfCpY%wiflmmPcoc4b`;beT{;ln=z<633)JhovpD7o}D(@!1frqlf5 zrAq_bXF&D$O2Ui2uz_n6t~0l`t^LXvTzbnDo}NYm0>J~- zcAgLw*XclIO4&c#U(R=l2CA?RvVWtSru$P&Lj^MNuAC%Jc~X8Q;81r8hbrs9y^|&{ z7yhYr{q@frk0{dfU15zp0*Stga88+w}eGXZ_kTYv<}O?6B*(xdH!Ph0GdGA-ja%vQg!e~t9GSYUvj9yN-p%nW88s5?(Xw#l_Z!&Jmma2b1a#pr<}ez zbYInF7c(DoW;RA`+U$BdXj=UDx1)Yv{n6(zJ(d(0A)U?kz=rJwyOO86!MMO}=FAe+ z2V!~|UvxHG!}E>q(lvG;7cwqFb~)jAHYrb--j?t*{4R=w@lVE?p+E z#R-15%;OUh=G$G6@x_;~NPM~zZ+L+q3b9m;UT_>ZB%N^RjBq)bdFku$x8uJK`09SL z2*!M#zcDae0m)ncw9Oi=oru5Iqc9 z#S}{N3tKvri0$jExJgqF&FwCYOv&7E+l?zV&0DW4yYXtUQ}w_MYd?I5La6iu41vF0IJ(9=D6VtV)48sdBLGi38zbc>h;Fg2nq8}LY$G&~m zWG|Ps6E(1@<^T!ETXuaF=TR4%+)*Ou4COBt4bwF>BwiYd0 zGW44G{MD<)g+C)3{9}}ld8bKPKB!b2DCr&!_+#&0EB-Agu4 z!5cVNgF0SPgpspXBYKiQfp`Leb;~a@ek8 z$Hh*kBghWlxn#BgU||uhpZ)X5Vek9dFl}(OvB{}!v3uor*Q}#iK!08!E%)UfT??K+ z_PUg11a@-mWGPwk6{hrKA4O&`tRN% z`QWhc9~%31DXPo8)=JqmKPsYE1pxrnHz4a{?DqF2|Cp+yb`vHHp5FPlX6$A!x)DK2 z4+mz~?R$~&Y($^6ir3xgI?974&cS2AfC08(#j`fls8a-mqMm|~V)FjVwkE4uks%4m zDRC)`dpSXULu_wr{9bal`xS1qO9qh`w&HoSnHN`VJ$v?SnBEB4vx`%vyUbfGK<&bX zHk8iMOd;+)ZT!B5+u-!Hoy`VFI{)j5_jXvMmNHN#>z#8Bt@>A2duq^6$C^CGjt&r-S@VqvRvX63%wT&*2JK2|eD_%BE5 z)sW`}*=Y}o0><0f>Gz$L_jw-7%$@*U;A61AKy;-+QrFNZ0FTq(@RO(WpOf4g-DuNZ zA-a#^evTrIDgX9+bkJ>UkrMuY>Ox?Y;35 zBG|%~3!%>pvRlyM%jTH+9`}`PcO9cQFDWfO`}jG$#2(bfBB5o<%lA`KP*kDo3DsY* zvG9QY5uio%dG_mu&~e#Mm~aD!91M&)dEath3vxCAiQ0gcg@ckOzOEQNGd^0Qt#iK( z?c24xD=R}uhvBuM_rEC*T$kV8wo@bRYi&!;yiiy|%=2#CFtXHo31QSQ!Z>@%VSDJR zgChuOcX5!nz|a2%SJGGb z#j9u1iAK^v=CiwYG)!Cmz98<`w7`#Ij#|&0@g9EF(jj0}csFy;l6Zi=7 ztyuAXhq@Da_N`>}>(=3jh_xGOgiQty&gN4c+}&F<%ms+0_pbl}2jyD0@$Tct1`8G} zz^ZQy;}C9NGzzs1fAHFqnFS)xj`|^Dyav2;_mx*OxLqL6p4>fPZEZc9o^EhqWfMya z20Zj!3c3co^7Uim1M_;oDirD^Z_k698r?2Mn$fIcN7I?W&05nRF_c`MgLHExCiw!Q<0Op)F$Icv?# z#0S@4LvzSX^jg8yhskJ#KqHCcT3k|+fvf$%!>x3JPPi0BqRYPaAHEvv)5pQht<^=h zo#16c2?SF~N=~-Mn;mmf!NgXFktTVCVk}iBQ=FFB=T&pQy=0wj$B(yyxsGUOE8VAC z+9m@8E52kv+8Y%>ztdIkbu*uS(N&9eYJq}MOB0XLra#S zm_Dq-m%t%}4i&b?{e|B48HWRR9gqjGJM%DtZAg0?U(>~C|QuUB27FU?F$NNA#+fj=Vk5PIAU7%BP4I_-~` zYBNrt=rt0`H^E7XO$Fr!jL?n#rM(;C+1&|=&Mq!;H3G$24x=EJeFwV-c}64{8J7jN znTdOvpWvzOz%8~h#mJZ~rtXB6 z8ioYN;h(*v^5TZM?Z91KO-=Q{VPu4rdF`4Qr2|d_(2oB3Ud&TTUyq9Q=urV#T{?h!r8;2BaGeI$c6so$m zFp<>x4$_sl!K_7Te8O?DW>2g*+OW;?zW z`-uXAp<^!J;);74{|qtFferB==C;U!`>w@0eg}*NkuPvO0h+Kl*&Gx!F2vA_4p0Gl z7y)-%yf9G)Y(*_<)W3fl*eBM^D8w&SkYd(X0WDsQs&b7@{iT^`2%@UOJ%4K`5B+dtcl(X0628tz9wb)UlQ^c$uPKq{8L>7d;<^Vw^h@NP+7;-i&v{YB-@_6 zr{DIk%FUJ8H*K3vhZJ+<$MnjP9~#;P~<5&mgcA)t9JyfPPg*R8{k( zcrF6$+wqn2&8q|VHmx}pt=Vd2m?p7O;Y)xyqc~u#+)QaHS2z5}vj1FjOCHVxNwP?^ zkSyupM1lNv3!Sn=ge@@eNn4&Y6zGCy%eV$@G*hE3P^0I7drASqmlEq*sE!qcoCPXt zEVZ<>wI@d&eLvwq)%vI3zI{8hrrQ0&<;!&g{H}dgyZib*BN|&fyV0($dUfg?XIVw@ zX#)lx%OnP?`dMY95WqMMLT~_pNg4RpZo8AX9?RVc>;)MY5rE}Vgt^rVk?crAB{^8Z zK580%b5zli6r1Hbx?SVHtekY&mWt}{)yJ>eLrl^~P@BmRUG9Jw@(&tzw$wjgz)G00 zKBH(MecBA4t%56#3c+(Lrq1jR;^0m|Rnb6xg1ssOPX6$d;s8q@KIif&k;5@M7C8n7 z!3xCe_2XCSP9uNyJk3=RxvJw7TA0ZtUTtVWPemHe07ng?7Bi4}*o@z=Y-QQY0CZ(O zMddsIfeA%WIMiU4Dii1O;|{$f*-{9q(Hbh!8xGs|@OMwta9H1^N!TXO)M0FuwAWuc z-)S7=vwEkp@&+xJ1M_WH%cW;NjAf3LvbbOyW>Ljw=+eAupO3q=wk9IqjG#Rh>HtQQ z0wBrYU$mxhPzp$xuVyti=)z3WFIr!P0TM&}d!&&P9RH_#b1x`pcy3HTL7b_x&JOD~ zDXx>Flan=>D2jpTfRy0_{@Tb~3H$ z9Pf8W(HWh(S3Uqa>xvfK`a+>F~Wk+)$=-a&0ZR9KnVz0C1vdC zQW#$Ax4l2ZH8DUrgt}29Yl@}G=z{c@T(qoxM|=V75*A+okN&U*W*BsxLG!O`olQzIR7T+Zv>UhtkfFA&E|N{u zY2}$%q?zL%wbeHENZ&H6T znaiM4RXC0L7}QKE`6WMy3JQdjEvU56>vR`c5P;J87XMULwLtd)amIiKJw5IF`~FfF z;&|rk_H*v=>Qpsqsp~IRNEU;2Md_wa-2>W{x#W8H=0`a@ zIVIKqTUypTs`H(?AX;7Q>Tv3ARhD0js0u1ZC?X!-5@htboasd{{JBh9gXAbzvv8f` zDAv`F=29ibP6fI6q>%cR3Y%9`i(=z*ev0nFZdOnv%|@O|I2wr{JzL+-^iTQ9waX=!sI&EkE*y+UoJ&;lI4_V8gR z`cCF3Ipn#?E-u@kOPpPeiC8)3;r4|l1&G_EIsMi8{&rtWu5-svzf^dHsZld&6a3-a zi(f=K-4~j&+f|Q(HXGM$M4ge_Coxr(7q8fr)1HD?surQ*&~3VI3@z`rxWEK z?jwL2!wX(LjI2C0RaFs4KT7lILRCUikZg=DO(cww)WC)j`ip-p2T*#~u6|qB zhMP25HWjCxj8CmhmwnVG5zY5ghIW1WIIRbuVWG)3Wy&ITS+T287(J6)Zn zy@oX5OagZ=Ow4*+^!mN)1rH-C^aWn2hRs+_E4JvI1q-qpo>qLYOLpE62GW@JPT$o> zQPi`Rxq#;N_hwc68)41wKo!xk<8C@;QHCeHow7=;mN9`5?Tv-=>^Tr%5CJKW?j0KV zh|I|wZkm3<;sd*906?r)Rbg{6YJ%^HtMV$`&5x)LR~Yic{aPT|PgZb60$}l(-ZRIuaFZ}Hi_u}G|&3hb^_j<*^F~6P|rn%8v-0T^RR;LbZ z9Z)w`yh|m=vlFfXKsxXsLDqis_D$5)2ehA7bM!B6-{Y~Cj-2}5;9ybF6;sl8Yd=G& z#0j0KFc(~QX=0fUe@hgnkriXKo1QU`;1y1O@N(SNBC|fJebxB7ruKX8v(yW8#9h*7Ew{iPR5N^uI*G*qPX&`DLR`Me)h|@o!pc#^9chVa z6;|KW!_w~jWV=$r>) zD=i?g78F~m&)>JM0G7?wWYOaLpw#EJ9}2blw2)BOC=YzL0f_6u#H`;*cG-HqiHxoTu3vo z{xSiD0oQF8;4ktBu6jDYHRbET#}yXQ1^Buu+ci;vx;=YyH>Kb7Q{3(|8s9#FwYZ`u z>-E%FC)eaflSA^23`^`FV*ILK2ez`OPK=`V#)LO zYB6grCz}p?LWdL83uyCY)O{&J^P96_zYVI)tv=Ua(zri}k z=22gV?7N#?^OW#IrC3zCic1z~bmfLQsWjq`1^b`e}Wk*MoOv?ZblI0@mk>W zGr+lG;19i3`h0$^<^ikUxXKPStf5lrr}=&EggC?@TA)j(1_WtO9RxN4>@)G0c?bo7 zk`ngRX^*gek8V8oFx9j?qHvm|w!uy3$hBu43il_^)>*_lWs;tlgro~ej4$@=P%a>0SrVX!Vt5HnJfoV&dT27A&Q9Yx==l!brm%LS=R zQZCsf#Wjo&hzz5Eu^1G5TnrZ8?(IqQ?nRom07Xfw|D7&&yUbF=?^u4fG%8F7v#7p- zTCN2j7!{&ow&9aWFu)is>3oZIK>fQ{(^Wv^zc;)PY=-Cd`7%V3zK;o#{=4Q#+F1iXZ$44V=uJx>_ z)lE0BZyive_35;6>ws(PJh@wDS?(J$Z>IHXG0ea@I~@1;VuWB(laB3_4*2MrCmAe_ zSgsryzNR%v7HW(lZuJm&1QGDdxbf5&HaCvDu7}&4a@o#d6-6_#l;R0Ib29+~jF|v0 zn*X)l-sN(+1n58wcJmUDL4&dho+j{@BkP5{bm`7gCio^T?10RTaEpcln8A=!E~B8J zvW#__%TQYnU(#dqJWTr=QS9s+F{$ZuI1yCcyKlXa7$s0Mx_ZZ0!)B@gY*a|^Ahpip zSn+WSmKa$Sy-logYUAWQ)@|J{daYz_Ik+upu}twGCiB3w5IMhlVgRTR%l`fL*z{)} zrkz=~XQ_i2mJVqYyBU7>tqb^F2f$iKajFX*By31=BH-?EU#u+UI=d~vg%2OkhZPJO zdURp{R>xEgR>vK}BO+8m(AkYVx4;362ObVyfMYewh^n#+{r#9}(>gNu3#33UV{7sJ zgX1=TS-ZR_SIt>jo+_MWI*)~Qh9Nd;5VhoF3)qsF_FA#hXTM0XJmD#G$NDAdYI#GD1hF7 z$i}iH@O6@W8aH9HaptMmNJ6F&&awh%L=ks(igk*YV%cv_Q^VtaPM+S+9JkL;pFWXD zGM+s72`g%$PPRt zyj*MREt3tb$Q2{jzEkl36mmPUkZzfxj)n3nHy}f>-Phn7ckvpeDe?Y*rzR1d1ScgX z+_XQd12-G9UBD*_ONX2>NQqSpX~zf(O#5@})mzUzzJHVl%cxso0kBu)_PDH%?*BeZ z=R4bj=ulyD)G*W4rCB0_YrxEbf+JT{hJz~sYC&aC2W=B;Y|wLtp1-KXR;ffWC6pY2 z26QXgeu`!jUnF)Z_lL-44#@k3;^~-XV*S_QF~3;|f*fS6$~Mno=b5FG>LM1g3al)M2nsshnIcf7)yG=bw5peG?uJ}to zqfhuv-~TPSY$&Gw|3eL}z$}Nd6OS!51>?n~g<0yp><1&pP^@s@UrwB_;LTKyfh@VH z=Of?$E{^GuU$=r&@~Lpa+l0qG`E7ZLfz%PSdYG+i2#Y**)6Xo#8STKalQ-!?5M7iX zq3$)zfNMuu`e!&SZ6WT;%q9W&k8SMAlmF+N-f3(?c|s5Ehg&5h=lZEb$oY5PNC=s-i@l1&jah=UP`T9>7eL&G~-nP*%_*%&bx4#f3^;y(3fN75o`D MW}@}!(X;*j2W*EhXaE2J literal 61611 zcmeFa2RPUN|2O)nq*8X;BB^B0BrCEtjI0#Wu(A^}Q=*+Bk%&^Etc>hcDwHUDZ^_Eu z&f}%;_kaD*xvz7s`#$GB*Y&@zb6mgQPxy@Y`!$}=$9jE!H#Cka)6#6Ap-?EaswxUv z6be-$g|b|KH8p4krRgbU6m;36o{`h%~or-}Yg+hOt{CC-F*;f`63Ohwr zLGHLqSbvkV{_#%>vcr=G`k}`ew^pwIuw@y`S}sM#{+mrE%b3sHu6Y!v^jzzw{+WBb zl$M<-2z_Q0sIPHQsK7_*xqg8SueUx|;q-i)?PO`Px^{c~pZUw%w-=R#NkoW9+KoG! zb+3-%y2;M*&sU`elhdk$3jcf^-?BT=|DP|F=R#K$|NX<3J8O9V<0!?}pq& z)F>|Qx#^_3497j&Wj$~2ICTBBA#{{AwSSi-$OUeWhezg@dx#fry|ALlnUu|5&E)vYs1W8spOWjlTP zwB5yv*TTcY3om6!IuDxk*CyH7*?C{NvaIau*NRvjp0aT1*|!~19y6kIb8{wV&r&fn zGfz!TwRV1axGPOBwQ8@VmOo;6Ig_UtCOm`SN8!adE$U_vq=i?SCe`y>7FtfN}1J z7pf0UtgUIKrKR`p-)~ajvvQZrCpNFSE6Y|;=T}xT;aRUwW$knK@JKrIi7q-VZ*f6# zW@6x0sF;gr8mmg@&w@{DI%H@x$lzie)0_1v~4m!|8Sb@W3O&i$AA9~X-G z(X(BTh+vD=eM>{$=)eKfzMnBJ6a672ZpJy6Sq}Np`9??Yy6EI|+QQ<->7wgxSVC&n z=XwsYN?uxLm~NwZYXhG~v>MCL_)}Yrz2?P6Mn)(UKRQ+)KfhJC@7y_k{`_@JTI;VL zuUNJ`yjh#$CeF#Urar~uYE6PM&(Blu?UqqfQzxdReCYUeue9kE*G>Q1x39f>C$etc zI*sQ_w6`}2EvILbIbOGbS9pBDiF?bw3#-XAhK5F+`E+-`%kVR;hU{!9UgO+t{QUf{ zPo#3k9*>JOvlXR%i!kC zn{QlQMIUu4>yn_bu#d0rN*^De`$0h~DP;08FAdO$h=^?3ygAaWJY412F|Qu`fR9~$ zeK%jf=IZS144ewXb{JZrhuT`9Y(3UnVP5%Sjg+*sW}Ggcl;_+gAt9kn!e>`&X=^iX z*zj`XfR~q7*a0V+Q<)d9Lt)o_B-{h$1DZ}1T3Scrym<=*hpsoA9`*sZ#)zxjL40nEEzRf1P z-NwddczoO!12EW><(K0&8KoY~ub*zis&so(XY`erxE5-!N&#te3t#=6&_*itRG){@SmOo*wV3>a9tL$R4;(yH(Jk zQ>FL!@8`<*wkIYh7Y6a@4gWYMdwQrjXTR$R=bJZgO1AyhOE7Ai`qM!M5-W(MufM;a zfr%;V;t?aG?HdG)ZZ|fbJRYN^Xq0WyhmRjmFU(EXW;qMo zWs{}DHg%ot>^yt1zm~B)LRPsvT)N`5=FXFu7uP)5XDxs6q9`5ffomK1PH;7OeZ0w1 zo988ad2)~zrT0T|vFVowyIjV48846ZUh(#(T>M>4`&{Wx;h&CANv@;krCdj-Ft_LK zDr@3;Kb8dX{OPX~`T53xd7vTPFDEBQOA=GXcp*)_kpzv_IW5NQ)mYH|@KyX>5Glesb{C zHd)VYNl8h)-y>IqJ$=f!ZQJed-!;%cOs9t1Mt?vLKQ;Z0I~xZ4!%?IR{|@6Wp0T7NtQWq`%e!J)IuYjHl^+|rUe zG&J<)^z`(|$gPb6H|y)`qcSowrfQ76_BO@!&TDIHE5;n>KCpkk|Kwnkwz>1v@M%qT zb@l$Htn?DIy@S0K&!gB^w{J9d*NmS4fGfIA%Z%IHb2N-g01sn!x_D6mi&RKVOeb<4 z4_1_8_zkM1}Y&=&KD;q`DSisW@f7WIr>;o4&%5@$n=_ghM%9` zYjgsehO{G*QX(SS7abg!#>dA$qQ;h#V&o0eF2o3?34in|zO{HVC>RgNJgL1&PfB7O z=vw3jPNOZM2BCi6Q`@g)qpKt`Qr!vM89s^evMzD=u3M0b5ST; zu@}u-a;33u<2A(3mu>nPr?YGAUEiy!f`Se7^`D_eeJ&{>HL9}@0x_9 z3w6RjV|COcpQfjalf8n<*^c5JEwho*_}+d6MdQ`cr@{@(59;f0+Go?~ZV{p7$*G0e;0Vo*T}}Zbk3xE9AR|x}cfm^m{{hdBnXU zKYG%*T*mu?zIPzx?>&1 zciK8Tue~))=a80WMRmA_F*}iBz6|TF?LEIyw!iP%jT|yE+v&GUX&hivu6iHx`0?lR z8g8|;RDqp44;kqOBpp^$TTYq2l-$0sFl)Ph{d#sWvD7m07<9AM2d9}f0x~M8sH{Gb zcHssJ57*BxGU7Uh@rREbY3uL5eeD|6$z1o%N1p8COO>XORx2dLxOeYfnlI}p-03VO zOs-#_i0j2Z+_i{%(5~LOoU%pC@|x0}Eno7)1qHnm5(G%!-m_;9sn>3kgNpaIORtZA zm!AF!aE<}+_RGUPMTLdSvCCZJ(x+lV7mJIF?HnBB-QA@C#cv;znO2b5C@dnPV>21( zksHi^>cQj=b-M!+5|NlG^O|_plc!F#%*55@3`h%i%3EG!Hxgi7cvb)94> zuMOUv&zK1Ss&wdFU07I{=-6}gaES0q3efU3z{bQ)2DYFxY+BB z%}`KVyNT%r70{L9#fvE=_B@#-aa`5|;$EzKxw!5JpF4kEp5dCqovw#_j!`IUH}dl) z-Chk{_4vS4ngMKw)ig9dZ{PCanqQ?PADPHtF=pJolPCCV$jvl?*j|Yf!pTB> zZ;z(U{I&+xJ3ZW5@L0r*j){pWkV&7?+R?FM=gysH&CH$~=XvguF*Ya(T}=M-@T)H{ z;UgD8*FPDF)(!j0B4pVx^m6Ev-r_tgvw+zEzF*4IwS!Bh+*{6{Jd1+eHBOfE2SS=X zQV39abu0p1RX%q>>HP2Nw5iUvRjxxzZVpVQjEzt4{23xxFQ%eQ4z=iItkjw~ zuV5fq7qQDD{9}U^O`S`On!A6Lf8-%Q4saPXMREy3Ci#?Tma|=&)pG(ecT0l>K0OvX zQ&N>49=_e@>Q#azz?Rstsj!G@Q!JP(D=Qh;*o@m;#J)D%zID6bOs-054+qEP2p8(5 zF^NBwMJ>nh{natH=uE%|o%ebBtm`S1iJ_LoZ%JQ1r>$m{zI;3;{@JsGT_Gx6nh8eI zR4Z4uVTNC8Mblseb|(C&tb8z;P?Bm@V}gbkn7zE&rtvrc53PbGZ;gIQy{=MJB-Ru~ z?WnvAwk?|ZM_hK2RSmzW`S*k8BUTw{JSGb3ZpF`~g#D3^ZwMh9ZM zi`MkanLoh47ztqRqU!1mZWH}-$BzeU%{RO$vusG?+s4Yu$i|j%|Lk&a^r80RJ6pTz z>mNRP^m2run=CJJ@r~foBiQ&Nl!KQqXO`pwEfYjPH{BCK(}m*r$u@6Z_dIXcpRQnI zc|$|OQ?*?Ak5wdX1Np|S?LPe28?Ayn^=oPAA$fWEjKKyl-d^-ascSN*>L`EtC;&+S z+bC;6wZ{$~q~K|~Z}cNCD%IWIEOP(pQ$E`j6wn8-Xax*HrCdGM1^&f>t8W_|G>Y$e zeHcwp%OKa{$Ljd0KC=I&|sHkUQ1a=OIwlYWW~wJ$``M2&qGY2Q%{3V9X8ZDe%R{&zJW-ufAyJ@q>wuOvGmKAs;s zj(vZvkd)iRI&`0r%&yYlj>#4;<)%!h0J0nN)hwIfIka7wc~?ekq$Nzs?(fNcYi0XJat_3PKUQzpm8 z*6(6cjqzyCbW-0YeL2P4%xq6zZ?8Ybn;Gg1-?yidlS|4~N^eiko-OF&N=iym_wL=p zLQnG--MMpzTtFza zMPMry2wVm~{!*_JnVV>^HATHqKvC4x)6=_X zXUFjBa0tiwbLV2Roh>b6_n-aDkc8bGb)1_8H^WD_Sy&+(?bf&W?Td1`^@>9L{71VQ z`M=Cfk1DdUu~n3msQs*|*$B3y=;r1o#Kon83X`qn27*uc7M8kBY-vde6Pi3vA2u|| z#JT3IUJ)e)1^=T*k4EL@=ITS7AWw83ZoN|SJNezak3+e$M=vyIXPBFtbM^iHeG4PU z0t~!6-Z1^B`=54Skg~@iA$za;`raUm0K-EDqB{PR;n>Is)AOjPz?pgQh>xg2x5O-e zGNh)YDBMucinr(G;$nDpQH?D6Ca4_U z*zVv&$sU4ua(!%UOsiqF59NkJ;Xh8r`~PHXY|}H*jCPxw5<&q#ZDqCA!^6YL?+~s7 zUyBY2Mmh2)PHchhrup`S82+$G*`4^h@?&u^2Rr-0rqc{d?^dCF{>RHBQ)54lRk2df zuXvmvrG{F%s`abDUC_W-zPnI^&ity3w#<^X*#2z|_gzPyn;l`#+V}4fEdqc{3j6@_)xRYmryk!UshaB)*UCxdIRe_);HThjAB* zKOs3_3&6=$tVc5lL+0gOXK!ymJUpyHw$IWkJaE_~ptuAY!@U4m4v{_DO_710kC(6C z>37Gyhx3tw)`aP2V3H^(eM1-7j@*Cr=z6BpZ`0bu(~t)RlAf}!9ukVJ#MWZx;#!S1 z1KIDfRu22>5rL(FlCD_y9S zs0BsEjyrGS&MAyj8?fyz3kj-^*v+J<*;d{T{ZSLD?Br&xjG*=JGBPCKrL;JT{=IWH z`t9vU$F5|!j_$^aK5b)j7b|%0&m5OO%gHpQrR{6)=wRt1&?{PfK5wsqib%yRQR56joKS zfJ|M%&0s*Tfu_gY&e#uS7Vv2qW%-H~ET;T3C-IgRW#`U}0vYYZyogy~(b(8{ z|NebS>sPah@fzcz`uZ)nBlE`hLIkdvO5yf>gM&9>Fn|p10d<}J7AEnzw3Mf2^zZKU z@JDUyU2(?D%nwo+A*-9DTm*4p)O>t=lzgnX00@=Pc6~>a>Llamvna_xth0I783fSFm3*6iVd5zsioMqF88>ZOjaH4PJ;%#K)Ob)6 z)YJd2tnBdnj0_?Vppq7Y{xh(!tTZ+@CJKqM`=6EJ(r(xBUk(8QdW_yj?`13O+CQvG zv8+;yOnCN;9SbeLq=W|E>D8E+y$>Ed5Ij@7Zkvqzrd9OY1It$~?T{!hX4u-I*SKyH zS2W|u5o2RE?U#oGyjlRXEk-myG;2D*nkkT~wt;~=n?=rlZU7G1Au75a!mQ%q zv-SRg|7HOWuY+sR<%EZ?UbjvGH2_k;Itu3U5Vpg8h$~Q!OyCXDBn3KmX;t(*_%l50 z{r2r!sVh3od=I0z$WkPN9k}r|xvSJ)ey7>C+`Y15mFegEI|vpJWHJW!C#KOBaT{KN zSu`iWE?qKwSQXLDZm16oikjj1TMk?_&oF%?;XJqv3(6P!<4Y+>iQvUv4KTR^__Q}} z+!#@)zrW+q_goJ*qH%y!Ju(JSz2fh`8pP$yX!lnlht_;y3Y482UQv9P)i84EZ*V|{ zs!?9$g&bLHFt*0TycXP})1Z+nfnW;ahc_oPn2bHfSzvM91%Kp8G0b(BpqPLw(0t)( zJ>u{ZiV;l>gz}9LX0d$zv_@zsmNoJ7N6YmqCA6X??AxgzdRDwVvembfg+fTg;NYMN zq)|dKQ;B|{VzewD{sUd>*VuTk6G7ZMiFR%BzR5sDht$>A*45SNr(FmsXVs!)utf4wZWAz6%=U=>RmSKJjC9xM_UN8``bh5OAG=YT3$_E4yqG;^J;$ej}mv zY?8dhi%M{5s2MBWk}E}BP0i;x_eWrVo!$3fdJgwi>^yt+Y<^kUx;@9jsVEl*8>gGL zzh-(W;Ydws9T<3<++13^76T3mFm z@%70XVsrq%CMG6&qrztA82wQ5n{o`8SeHIoL_fv`^@$TFVCvn{(u#UtSSWvSpq_;kG<3HllY-@Q z^OG&aXoKdpzW(Kl7tf%gLkcXw^M~uqBH9oM;QeELfz-&CN1m+DJ&|s6%A))*OK?EI z6_gJ-?jR0sZW@r++BEB}V97!*!zR9*pRTQ8resUJKbfW#^LnFzQ7gJtuvbftn=|nS zAv5^jys2er?0!x+PWLT*!Mk{U?m+y0Yr0L7R%SDnIR(Eq8tid$biDff`A#NgW+Jos zW};6LdVTlqUC0vx&JirwUv$q*h4j*HFz+G7T24-GgfB?(+}X2%j}v$Qo#yX<*74Gg z;8si;(yWOMvHNJ)Y6>yVLq#oou!Ms{Khz@wf;C2zWt65BE~A&ypws{<>bDJ?1xmk) zwtRQHG|izyhbXA0d@_r3j@zVMG=6Q{1rcK1cB%KtY{54f6&Yc(?8=Q!fbVEt{bn?U|n5a{kfzuB>SH#LPlNR6a1F82LgLuLdbD#?!^D9~CNtxm*5Xe(Xz^OJdtiWe^M zLiV^p(j25{91S}NK7!-AKk^qW5N6;5b{O9CFd&Wsuo3U6%=O2@r2^OjWiR#XM~h49K58Fj z7ZhZGepn2crvaUHYG$So%@S6@N7QQars$w=PNep+-SAu5=qgXKZrLI05p1S(ciUcp zA5~Q!p_d3kDrn4cOaE{+6_D%(#FdhVdKCEDVx(ddmmR?Y=!K+PW96Q1|8Qdj<$N9M zf%VM059gzP1~KVJaS_K1!WsZUOy?{9hSL7vq51GG%{u!vJ{s+EzkS%B*)(O6>4NTf z1rtIb2f9m;d=@bWhuey#fU1ZUcYCWi9YxS}Kob5_1e^}JZ{)y~VzcHY(hI#)7eU<}&9YPK!;u?}Um-=h3kjRmg{v29P zF}9CgYyPqeO_?kdgmg|>E-wW*1n~z1-A6(NaIRp3ERXP<*$V)%42vdODDKUnuSbp? zA^YUo_3K#q%LRJhbs+XOEmM)&oXdxI1M*p4T>psGd^ODBBsNAfxKxv7qO??IS= z7H-Qf&M~8!DxnDD(Xw0=oWYU}Ik52h_nmwOFIEY7|9Fw<_>e-;22cAW0utiFK(5)YnS zdJWLDp93VT!LDlqW6|SI&`a139shZABk+2Tkc zDU^f+Ti-#QdTE>HYy;C%s%9R`4ni2JKoQj9*!8z&OrBn@ezh^riw#9yi#s?7l2pP^ zE6`>2oHUf(5s~}Hn_humV+90yB}7O29({VCprwWF(W6K2J?9S)g9hr@8PqfsUv=N` zgeY_@L5Eru-vP@|CGMaFs}^?z9>^DIua)eO41ADm)5<_nEIXGIv6n8S-^^64Z#5TT z^Q@xVreQ9Ek}hibb2YZ2Q^=Y(kOzu>{yZLe;rlZ=sFWHpH7p-H|DoF~sX%Shnw-MW z_bhK-Z{D~&QPe*-R|b-GPzi}3j1OIY+h6{me#@p!fm@!3glq=G5VCESYRqz`$3XBW z4dA+UY^?saN{-8hu^W`a05`CM^|TenWK@2#QsyI0q*}%_?&fNk&^wX*I=iMMjjp8R zRyyCnc44Q!pUWr+wWXA${k=^DnQpG(rEQ0w$)gv~E-7gkIfuTmih^YlwD@BAq4Xo=Cyhq~cYz^q$)E1B))U!36I%PMpwT8`w? ze0-LZB{`A|Kk=HM-*X6GBjOA)F2fXLV~C^967MlJyaPy!Pk_ibWanWem9_+$LA53_ zDoP+qZ$|b&x$NR?G_PmCy)-o&oe_6|aj*=g^&x;X?xD7S*}Yo62*wuj8Iks5v|qIk z}!4k@XV&4W*Da|>|YP_n75tgI-uO!{z>l}t?77iNA7UpckuDil9CU{ixqzKnP z<2_b!2Jq%W<9kMt^JV$uZje?HwW?kRgYjxsR#rBwP6jHuwgbq8K7PFEaH!}S;=yp?i-HPMJL%^> z_!l4YudFDg3;lO)**=IQ{`2quUL~bt$KZ9#vzaA8`nVgzBvFfuSu zSXrMsXZk@|=?YCgE*dfs|2TWfY>wHnBVuAl@nJG=V@U{4i|Qf`V$_{;?dM6FQ_^1z zy8@p)ycK-RNVlFQDKSwH zZ&2+P_&ahkQberzQT4+&JU2YENMkSCbWmlvbBl-H{re31hK3+Ktmbve(OOSxYxQ|g zzE9K|oD^bK)NI=Ex1MOO{KMePA%;}ZA&3?T1v4-+KNoggNrC$8f8&NGcT28^B#8nd zumKIY_2Ds@0!YI5gM;-3H$i$6vTs-T8Kb=lvb}k2;*LkW20mzDG_uEFJ&>i2F9i2U z8}jt@ti@}2iyKaZ5uq>p{tX&W>zSB5%Z?x@1kUMe<2)I7Sf|a+{UPz1AYRA)Py@i% zPl2O=_=%<;Y1~J?>=8uz0TKgB8>W($LU{OlGlUu_>@X+VW~0v9Z@7~%C5>Hv8=A{O z5OlaMkN4Yi;F5VnFBupZkW?rD5YbJ5W(pBofElA}z7c8xwhcgMZ2unEq*(eO5NVZW zBu_^8FB~3nuRmWiLbrPEkc+4^e%%J^XsZ8RInoVltgWrFH#H-h(0EC35iy^&M72T9 z!%|ao|Av_$P>`%3c;fv713~~EXV0D6n|kNgt)kBXJ4xDbdK;2Hdoh;xpFD|6UL;P@ z2Y<%bn$M|0W?K9E->er|;+`J*PCw<${;JvtE+hz-C1+C<}_ zsI0sb7Z%~QAi?=yadvSp(!1CY%fL3re%H{yd`Z}FA#7?pMDqw8h)DqMjlxin*eLeI zjsO)BG1>nyvB*eI5#|{$2#q7Koz73;V34gX9?LI<$Y=|1~ zorkuA@vmfKix8GwwN%9_4pLs4-VlQ^kmNeLTU4HUG(gKVW7t zv^yg19e#Qs^`~d<;({9q7<v zK=HnFhn9pnwr{7yZXpP_p9e(d(xpo@=c2ecKoho#+k8Oo105&!ViRCxz=H?Nw{G3) z>wrSyx;*ZMTkhKzFF1*!hn-1jcBh8qR)i5sf*5l+LMEq7=H=lKA1Lx|#F>TN$5LXL zVtxfQsSu{xzJ2?kFcI}`xZ|E|JCkKR0R9d2C){T#ND4_=|P zG?>qj8d*v*P;Xa1k?}YHJ)Q)aqiad$$NCA1*h?Xr2{b%i{ioH5rw@_-MKD=u@Z#i# z3dqANC@>XY-Oqj?eGDpJps9u!y|;K=Gv%Y}{fLNrsOm*fYq8jA1|SICJtjMU{G9R9 zP`#L5Qm>u5%Qmm}VV7-);Q}EdH3i5BIvtH+^39TO--@AZpSHGsE364gS~K#o42JEE ze$sN(L3vaufRZbC|Dq2cUdYc=Y;`a2p$H&@je>Mto`Z@q*qjqLazH08dBGyK_zNO7 z0Jw6OFCPH)d>NRyms?DXg+O=&1BuYp2bw43HgN$&@N+3SkN|8*Qp}&r$^wnkF)$FW zmO|2LB#jR+1#v4fF*AmXm6a8BN;RetaUE2C9-&LPmrYx?a0eM07{EOyDqwy-CI3l~ zC4@#45k1$t$UAQ*6%FtXrtUI|QMSvKbES{kf{i^3NCqAvy06u(Z&!itI-u8+K3^g+ zgp_08FajzFPt&hJM$Zyr3?GRZf@#NmcS>H7V1)}X&BKp!Xm2;x@EWiwmWy)7g7vW6 zv_Pu-wP89x8VX?zWlzNE5nm?haZ)2lDE8z$0%lRT4i$g~=sbc50Uv*Rf&~xz{P}Z! z^0`tqsr;-cA-(IB#Y14~NW*fAUD2sF+w1lctkib|`?IaVHc#>R@%5yBwSK+Hi_wA9 zqTkF9v`HbN=rv#8piO?UBDp17j_Irsr+lyW9F-M-ygHH$q4XJKH0UwW#bgLDG&^t} z2X?m#%mtu)AtYeIH4kzJ0Zjo@ahF{!2`~SF+fxW&eQEjjI56-U zrh>4397j67e@G?h0o@6KWBrt2wBzW^_8ZUJOSa@C>puI^r@m$AflMjRwH)LK_^ikB zRN9T$*9YO<62&um;nc~K8o2Iuy^6CB%Np*!;)XGZqbZglLZ8#lAn&{rtruBz(m$X$ zTt$yQ4Gc1}V&K*!{qbh^zoOXJ0;&xGp)0AW5rHuU`Q=WxW6=>^*4f^^Tywon?%rYC zJ0Ttje5sw9K7&(92q!?}UL|hRs1cjcYqT%p1S zSqg}Na?BubyG2>f+``(mr)DTygK#= z`JSM-oD18b;qg?(gsvifA6PE}dBZqB5k2D^^3Mbtkq#Jw_JmLxP^ur&gYCFp?uLPu zJT_p^k)f+TJ`@TL!W84|P*)e0)YOpI;#$r1LI7C8Lu{Ki`9n@c3RSV~LL>@O34Ig) zJ)9MSfpjuP3JVQ#moMDXclW);{W2l=wLn+Z%v8FxJ($;irz5oF=tJL1)i3$GlVIHp z0wc>@9AA4>aMl2rs5f0&l`X-ZW8NN@n8<*GUk~!cl6bM<0nkV&2%=A}OFtz|?HDB4I#(6xzbJAO!j=Kl1QZ+PdES8`m~x?x ziI`MC4+M+@!jT*_7Sti6p1Nw#JF&C?*W=bC4s zh!rQ~E!;$=vH)85(*sWO2>B3lj>A3K9Y(F+ty^m^T)1%m;lr!YLEFK) z{?RGB1|%=_lVd^T>cRh1Gl#C(ssWTNX)<4o6#b zTyAd_HK$=WxYE$uq!J?PCnuq=|_g4u#|V;_KxS`n_ngay~8qw?de z1d(dpv~?>#trdojAlZJD^SKXE;Qcr1MOm zazJ6#M=%9KE~E+lY0Gy}ATRbaV;0a$X^;cG3Re{enTE%HX*XuOGLyqRG&F^vCMB}3 zSvtX2f#gpkI*KEPq+*y@S>3{Q?39*f{qyG!Nopg_OQAr`!YLwYqEZpj4tN~AWy1o5 z<47nL+&u+^8KRz%^a=3-0bT82p77{C(4!u?Nn}CE( z4?}=JknKrw9x@_^E^IAwXbJI#>qIcwv11v*tuPfBw{E?KsEsK(MD{)MYRL!e*y!*Y z&H$C+Qh~fyBH94vB7;gxA%{NRynVYYTf)%-Yu5kn-C`UCK?uQvumvOyqjx6~T8p7Q zgRMuJ9;8D-&p8+LC^=>2S0_8na9j~!7NBY)tk7b3EG8x<-YAG?@PfUyNzY4uBiB%o zU@ZH_IB&ZTJC`*ZuO${tZ)1iCspNp_JCKb>wjL|87-5B=?wTyFU!#wuT!k@1BwWb3 zdpE~{16x2$$f-x142ray%EnRCyW1p|PSfGkiK4vxa^Pe?a-_BJ+8XX2k~qM5w!855 zmX691?-!;Oq6LUr{*&2>q7P(`y&No2AxX|H0`cEPwdHwQryX#KoLK7UXLAXe9En&r z`E*n7ru?cp7KCv7=zM>gAZ7>0U?;-covMN}!$FhIn~+qN1*0w^q-rhKatZnhMnHu+dUI zf~Q&pZ}Lv@zp^LeA9CKqHs+0E`d{JWwSyqyVPlVgQy>NnYetCuJ=i`bLw^6y*Z;$l z>@VLAQv7k+7C9w<|IR7NC1Fry6mMWj8Ycy3{52do6%IUuk<;qSj5$3Wo_%KeiLt62O*wIPOO@ycIoPeI{a+m1m6h1OdiO#aOR{Jr}BdZ+5g z7HhL6x#CJ@J?Dn5$i;I|?^>sny)slmYt{Myjl45|c_+&?-b11f zMBVxHgQGontYH*XP<(#F{-gYQW<~)P!4qQU&pB2{F$OlQ6BNmlo%(uX=f(oY^S2Ue zPP{3SnjH6dFQW|JTGW#Pj244dGb=-IRorDx`@SUL)#;uSIG#S435~7 zfpXVa{>DcFp;!_7_77;2qTZ^AAuT^BsUPHc*~(ubx(9`EH{G1Wr`b51;SS~1E6d0Sb&{y9!|OibP2@KWCG8S z`KaC8b)<>n^#@{oPg;XbDIB&4#+^!>svz8bmNsN|>Jmf^f zKZ@gJBESZXmw&&Ft`|B}`~vheMAF#?m^GMFV(j}N5h(RIRxgPoY_)yU30Z@gDaa4+ z33o9a#BI}$CX)NU^qEC}r7${1U~sS*>Qr9@tdKN-0V zq$-u4%5`_W`p5ZqW5%fN?9_OI*Hg$VW~lg*uIuq63LC$b3Cm}6ze-TCx5b9w7WKK( zIyyR%V(AO^ZmC1fpFr&$KeFg`K53adFEbia-d`AS!5+b-SLj5v#n;zuegKxzKjMgs zIQRgcCL#iEb3rf-;??fH>(YweI_$urN1dF;bvy97(F1p$8ZN%isfV}_m>a&|-n1DL zc+&B!SeD&-FZ&`|@e8AAO1QGAXK7BSKL9d1j8!O$Yby7zS^j2u%+-PS(i>GMti zB^8dpZCT&2dD&WfG=U>N{T-jhzc^RE7zTbDT-lEm_Y%-AA$vp(iG`<-PXr=0}Q3#QK8lYYb*^X5(CU?Wy1913nHZ%1=2r1wmryNi3o(m7V_~D>n0(OiuGXOwP9h zzu)})`Sa{Z=a=Xtgt(!mi6M9SRc;k)Ag4i+sbV;!CX&}KXas|ic5ZUgv*`aS-crWu z+!!G8ZU0Wb6DcYW`qNuHC8j$cikvCFjS~uK$0eb|!9L-?N=>WwzVRnUUEI{DNg1?RZlpGG5sH`!oFd0NKWj%G&}AZ8CP@e9RZ< zyXsDQr<`<9XC6U7kU&{ElDsRw4^jjF`&J*R+5UIGK51BH z&W-k)_g&C`#D6Mu4fF1^2%$-I1!_OIV8HV`&Un60SGw7$=9KH)pHHJf3GU~_J@=67 zSt!IN6ajrZiFFOwc9}n`KN&;S+3YrS1hR~}*f}WPJUmu{3FHtUs+I#>j-KMJwq;Pj zf52{&8qQzw3n1!hJ){_X-iL$*;1^E+2C&WdDrfXY-6C6ja=_MbmKyI@`}E`$9YKWT z%0L7}Jm;ncs)@8&z+x~CKkYtTuCt&&Ls=2TJ%*Lj+_jLFZi^>+H+^LJFW)K1i2g6w z;QqgG*>99iWL>gen9W<1%$xpd>i|Wd2Z5k6_@^?%qdIzeWOwB9PAtI@Ii ztMPo5aWsm|FQjErk%OMtWbPFc6Jwj&wAB0*UA4uBHOF4b&hJfcbWk76=n0oXgN=Fn z);cix+?lF`?yW6TN_5C)KJ^^LkvUoCW>>TL_w6_Fi4}a{bYCrAJ$ ze8b?sKw-LwZQ(u+q`f4KS=2)7uI$2;6e`y=-tScGsT6a~qX&My*yh?95P~*fgK0Qu{k4Tc(eq{u!Ue*p?G)f`nQZ#QgGw*`Wv&D^O@|ft)d|a9D$l7k?a? zZl25yPVk!lz4VWAk3mOC_XWhnq|%!%8OG-=%;583I8=o%_I}4Fuk6H$wlY|nX_C&s zA|bL~o&=hRluL=I3cC!qA`2~zoBjGWz4=5etH}Ao2XJ5ox-Nlbst*p)ON&CiFYT{; zCxTcN=a(MY#c8Rj)~mD=j(T@I8`0ix9H34OCu@)?GumQ>vE$DkCeGAu=rE<|Gbv3O z2+#5R>Zv;9FI#mM2bDvF&M1*qjDFVn)VcW!(jCI4AN;jkf;fAgIvbHmZuFcTh^AP% z(MfdP2au712;Xv=m0X&ioOkNl@XLKMlQ}p0ns63AK>L`q*sJi%mf>!L8Ix~~-`kx= z`)p>{S9{Q$H;djf#@;3ziAck#t2M|sY!q7KFvm84El)Hbuiui`pa*ky}pDt8c zojcdHucjzz)(=PV3$^!w4Q<4l(e*1Q24Z4k>tiy;?={3VRm*&n z=m~>zxW_j8j}qBM?$DHuVbC4%=`2ITF8q0OBUnL^1-0-@h0lJz&-!fzy2${+(%9p5 zCKs^9kNl){yGe;-%$*;w?FmrczL)Q!k)B?#_ECvl^isnIA9S`}rT?~qUh4kNyZcRF zg(tvZjERqLw#>#5rQ{?z{$@+pYe2_-Ta55;D74Jos^4U0`}?zoax*6Ctw!(Ix<41q z<--UR?X$I_!u!)(8g5h~U`LtF<07-uhw#=7g-Y)MW7U6a?=sw=U{?uZa_1xpUj0^(h2_Dsdh50lJo9J9+qJtULbu7T_^)k>UM0buXBu_xSIBOOsJUMxPp+1GkrPa+i?u`Il$ z<(5~h?&|7_HvD60Wi{H+vapY=OA9wBnIixW{bQp~ovIDUT|q-pKT}mz6>`AI66qns z8LC1S9^Fm^@yoFox0ZR#kJmWXoN^8-ZgwC2+GziYRifjzNF~?~=ND{^V8k3G5U%-* zRjQr}MWh_JN{|)xXnNNt*#&z*l?bpk=U4Y=$r8JoOs%_fspSu=Mv$E8 zp~ZzEg3*8djQO!@zMAa2e$i#RJ8!c}?lWE(30B{sgOdjig=_W%rY+9Y{T1 zgVgB~yA5r0!bHrD!uts#yB@8Kpt+H&Y;(`#nu7D@y5>+2N{)GsJk0)6yp^CnBwjQ2*yo-18ZAk@x13hI@jDgk(r}&PZO>f`V%Ne+m=ZHhjZ~@&bYVMuMgbq`eSYsHBwW&TwbSYGQo{k9`SmLad2Lx3XzA9= zo6$keI20S_92P~xnii}-RHm0Z5+rKXZ7Pl@deh5$r`{quK!V4B)pUJL z?juwi(#2g7N*hH7lTfXM&+gtW67i)%ne8bo3^Dt3a`|i?*!eiOt^-df7(iOgiHH2! zjc+oQ48VWCGIM9FgeResZSfD=4`dO@Jx@0cc?NSX?U^sTg3q=U`W|WAf!EAeHe3QU z6G+#*MBE=^qmH#S(tbctQ|Xev7Ocb2gRGz<-& zpitR3&q6v5LCY8{z%h7y2!#v=1RjN%=lpMDTgL_zm(kIPMJcT5|NL}8_&Rv;yf1`5 zc7>RQt3H53%>fhY8zKxNxV7%sxOmHU{-tG9&)eR-+G|wY>tV#g*sF}ON_7!f4V+)l zgPw3&Abj%jSVTBBeEeQRRD82p@AL-MD$_L5J|5#bNrz`=oeGXXVXik>)u&kZ!D< zPA)UChS5Z<5O!IFI)4Ty>Dk)pgt;fySXTd}br1AtXO2*TlogsuN~(8GDCTeB58I*; zw1>m!-v2(@VeRRi?z0UoSk~DOpWl-?0L|iS!78>ejJ>Unb9ac@J~?N+0>y0=su>RM z@M4*iqWlGsX7NN!#+Lzqd}fbXwF53akNUA0N8pd`AQxGC1iu!vZO*>EO+vWF$n8Jg zHQC>7CqkNg5zM>Lw~xI1ge9halaQ%`=h$<$b4ZUKX(AsBn{QN#^^}Nhh-UT*J9aYy zynwoyUytp;M`9^3UnHO;(U}2*f%<4LGwU_?$?HP;(Iqi+xL{4UMao%=1d_NeOvD|9owoA3AL7_{@vQNRmxiP0xrg#&q&HAAm*iA?HEuLPXuIrAf;8?RnsXqyuRF{KNv!Q$WPdPiN& zf1vFev#{B>u$MN#Hk8&ghyKqb*BJ`Y&=5ks@M-~oGCQV$Xn|8IqkFHh;kdzyN(e?z zV{z`a;cFBAKuB6^V%YTwdUex;@ zi{5{EA(;Cy(9LZm@qnjPv9~I5Rs_1D*{kk&qnrb9;L5M8+Wr^-xC`=A8M0OB2D9if zFHqr#oC-YVPn&cL!+8bCFg+A7Bo?HxnaZMrjY1JIH-iHufmGNiO6k7W|8lqE zIy&bN2VT-wP<0R}d@a{>4{Lm`S6OyRU;?}#{K;#sgY5_IiV&9h@ApV8H8CuClDTZ5 z9TctHI=$%;%wL(EO1D)W5b+tuz&=CSao$8eZ)YwS_5djFFIqX?38;>yqg|$ z&U^9@6!g&Ib}}y6!90mHXF==s3J8=#Pgg%fz<}>YqsK&g2A7fyYXFxc%n11GAh`~Z zoIRK?wFlY2%$TsFWL^JDorn$%9Fiki4S}AzP3M6-DOymoMnTNQW?abPy>uPAAgKIf z+>!X|M-N_rEUBh7&ZIxjKz6*|G8;b|z+Hq#8^-AheE1H|?l$lv+CIXzK>G&bL&j}* zbl-f&5}C?f!VPTH%XF_G6ClOH!eV%*=3Wkv!=3Of_vsPpj-hJY0_)&TRZkF<9<;iz z0H--c2XHOk^tZ$?004#-b;(`29r)ZxZtIqCwEL%_ONuS)z!|a%$Y>(pY(}K{{SWy5 z8)`H8l;HjbVVDz8gWna@!e@N)dh5h`TvZC9-ay)hcl300g3`n<+01uLShi$!>*RpU zbd?$}I6%V-#%E4=WjPI9`tK2g`P~1HV(>uPL=q}$m}_?k{$sYJu{cJ|HXhwZdPTlp z(H8xcmFRr<5}Qm$-)TFsgTm>h^_Sm^Rh=3AI}+p^OsT( z+-dvp0eg>;LA6f3NBj^7A+Ey(t47~N%<~%0wQrOi{zK-~odIIC#P2unaJ=*(Ia^j7 z8y6>nuo!V|Ru+Qdw+x58~uLZN*VPAn4m{OuHTd^tj*lcF(mjN7yy9fGS6N*W^s+gDf*i5t}+HP3Sypv7N#_`!B zC5|gO(Bu5_!c>Ge2rjTV|;>>8mau@`isK1c!J+s81V_DlN>gE6g67@Gk_*}{C;47T_ zaK&nO)_<2XkLOYPRjdD(u?)%e{x|LMzl_t#W7~(N`i$$mjI@YIL`Xbd8=bm(`<5saXFXr>o%Ew=wj3`j1v*}9% z+9>C{M(+22j)nX8+FEmvPYFQ*+}+?+)g2pl`E$%(W8-jGB%%gvs+C|}KzT8$ZWQmA z#7BOnK^{JIchN>yC!xM$*7ID1-iTVMo|>_7^3((B2KpEoPQMFMXYWm zm@XSm`ukM8OLFXGofDJhPxrCb_g8p0AO19^mLQ#3&T5c%*+WXq3F5z+5e5ZH;?A} z@85ktN%N>^qLd;u&yysS(m;l!f#yNeS0f=*LPZ0b%ajmBnu{ovq|79hAvCE>88V*7 ztNXs!+WYKt&hM=2@9+cb3NFH7GG z+a15XU+{rqzf74Q-fPSFPjv7;8`ww7q6wU3lI zsodL9^2&a1_GJzDST?L7`jpwy$ESvDI@#;byGGxV4ONbdbNA1w9yDcb(IC6q z!A;A4`IdP$-ss**Qm}$mYriGhE+#P8O!Ly>lI!U|duC5lKfqH9zh>c+J$-5L0@sOl zTVnfXjEPC#eEerwQ@CY}X4qx(tSe>#tt7H1C7qm(d+d$ao7pn7DdYN@d-I#VXR7=< zvUhWa|ALxnD`T&23!J<4<>9N_T1ou=IX_{yC}Aa$ga54_c*Eiv?|!xU*#j^2h58AL z`#XG6;FOolJ z5Btcv8eDw;bZ9b5Iay}q&9^qS!ACtBKHkSM+~ZHl3CoGrX5)kQx}J}SZqmOt$t>6| z;aAX4?KfAy^!#Ek{=pxeTlISMhAHCnTehCd+8(iR>w@cdwsyRtmObtJJ`?A`f_$l4c~LYF}5VX%6*}4&YA|hvfPOcYklntKacW$ zeE05x47K!qdbbAnn$|zsNvBm1IFl-otNKs!-p5|z$^oGKQwsdP99~lJkNJClaj}ov zQT&o?FZM5m%+y080N^qZm#zn<<~RHC9@LOa9UhuaZQh-5XQl>v%|r@`}Z}MyUq~ef&Z|S2>&%fYSwBteKR;?)qBKJZz?}E=##ag z3dTil0+g$Rg-xN$2UKreF4uk!i&!{o)-1u9P>#&tMw;d@{CdsSbz9{(zaPIcX7CqU zrnq*4AoKrMkOf9Rk)mA$)BT*{*t}B^K_9Ji#1fsB86GNMFiOx6lqmSoM32v=HDAs* z5%dJ;!`=A*Gv*IAU>C(TIwVoF#ayAqRHP#WDS)CO2(IEmQ_XvMjqM0Hy@tSpE4~`@ zmo`@yb>;H=qfsbq?>=04F1lZ@Ef1=<>+Q6w&fRz27l?lY43K%WjrFPG{|3t+AF`QJ zh5}2-QeF)B+rGK#BMd-`ZZK=s^TkEgYa(K5mIi*oXEypt-6LFhZCxA0*W1`Jn3_mzDTwl$gN}AMOjQ;K!ubyhy(8_`zZ;W&EC)il23#Y%O00+d0-Z zb)t@2ITVNDAv%XUZyJ4V#qS7@c$Y3`Jkw5zW{S2 z0vLJ?={EhhA#B0JA&CIcX1PMQ5ciAMcb0`)!tP8KADiW%usd_ngW5bhfsGn1U|5f) zsNZV}d-GoqAIoh^d>#M{-(rqHd?8_N0B+PTllhx*bSQ}o$qBwoD1&;h*tKYX`9Z}k zSt$Zf7PLfA6RgpsZklx~`Kgsbqa5b`#Wa5GK`cd=wC=@mMPIt(?f2GG2z0se^4eP( zYUJR`Sp3-LH;DroxUsw;dphS+*)nmdL{2kr{r^venpmj+`<9#kU)KYMAAsyjX1T)J zoS}hI5z-;R{ykQI?_vA8as`_L=S`g13u#n2rvJHc=eS1Y9Q;UqIbp5_1Sp+ZvB#Xl z@17}R&@05!jqf^bIRBk2m>J)e#xEXIXY&r7R&cAG6*Rw4@qrcZEb^Fim2+jv&)XSe z!Rz`bhh4w^h6DaGXX|H(hd0P*{+fu;XY_yPUG zIs!4op(VP_FF;qxNcl40@8PZP&iu*9q2Ml%VowqvTkYf8n7@jEH{17n0n?xP&h2^H zvEiO$Qp=wiEkijZx%V}R+BPgfeW>{-(O|#desMTx z4*#q6#0~f`6C*pqDrgdX?rt|QHO*T1M%=iM3Ak3F+*SX}7s zYg5tGX|LC{38tY-&3!gpwp9^0iC6U^X@Pt#8*C;-aNpQrP0=tbb5G?r74LojbFaYzhu=TTEN@?Edi%2_D|1Bo$p7)J zANfafNV5ArVoi4NaB0*cX-Oyz#CqZ#IU;Mx3&o3P8I#o6CbVCdS)BkgFMs*K|>M+X%jL(c^+9G`kr`EQ| ze?HrPH}q zwcv|J*QR~-JGg_Y=Sxd-e#-?ROJcVqe%zaX2@&XI)D0>9mVXoML*yfGTBxiEyL&dy zqK+11IP<-O|3ikCIh5J;9lcU3^e<)4nJ!3NAF1#m=2WYHVK0;c|AD;(KK>UIo*^hI z?tv&OQc<=DR<|2<3!}7mXNr^k?{V1D6x(tJS~(b*F_hIVbh=Ruk2~<8BxOqU?I16y z;m&RBZh~S8-m8VTd|_>p+-}Yb3(mCkIs`im9 zN8N?f6@sn4uw18X2G92rmjb-nrK5@ma&wpZOFf!}6A`~~hN0}qf&uUv^5(p4()~x# zv=@I$Mme6NQ=6K2x@3qD;fPvkdrWoq;_B)ddJIba*dVc64wYwRWfkq2QOy78&*;=N zv?;-L@8HNYIoa|@C|=hwfQpW8zt<2zdxHfFJSIi|Sj>}tKV5`coTeiZf~C2Fs1y*r zT~v(9JzBbM8u#!3_^ooCD?+UbF9;`*!L|+ z<;R{fH^HlX z+px;q{G4I+nx|m{ekkWP91fsY73=}8OrYMQ>BHB=AWXF75pA5;%Q@h zZ~^+Xz(PhW1j=g5n&-U7p&X~IMfJ5SS~ex?_1|rh%oN#0n@{d@?=~8VG9w)FDuN}y zIHgJm4B_uvPI8pQrU-62zq#g~P%rIl_tYX(^L1XfqgIyhEr#mfa6RwHSTLysF-lc^ zyz8}Qhg8qz!MF3EZz}&X@AcXDgwjNCB@d9SL_us!&m6HJC^}SLa<}Z`z4jBRQGTz# zXVEn3wph4aV&eLX24tU7ld}e{ylT?9(W|t-d2D5YK4$%h;>cBD#~fpYu8ONLF%GKw z`LWPMJgg-7$KK*R6jja6XEJ)lFbT^;Z!qDI-_l&W6MT9D66e0yV2WCSr@kSgz9ftn z3vZPaQ=4}|s1Ng7n(}udRJg)qDEG`?Oj?XXpmN+gIzn@P&SltEwA>T(#aH8*ujAek zDo~*~&onkz=gSZN==x&7VptRI%%ABO>nAm{%**V2^5%_-@fHY$c$u3cVon3Qj5V{c zUB_`&S(!8{7_MRp&BtE}KgChv2Cney%`vyC2JHLl{{cahcofitM)i|GX&M@fhtAk! z*br*qpe`yyp$_P|aI*jSW}!RqZTaI{#cV`zMDzEE%KFlX4bZiHCs>)_&3!8?MJ~tu zyM7;VNkYT(WGTs z3ZPaLC8jvr^`n$GZe_!u$gwQ3Y%Z}B9WrIeRUWHQrwb&6A&2R9T0a)$xx{VzO*i-% zE~SNuqhFCBo;MtSjhtt`WM7%-mBFfe+AKSkqdoj)8#`UgX^Rg`IK5Fed~SG-o%@RM zr`HWCV$_O_;1^-rH_D^`8O>Pu_Fw*uEr0rJ`}& z*jQKb%vu3**d1TVh47vJRHt5A0|$2L;*tL`IChwgf71K+7w|1v(pBEya1Q2S-j^;d zU?y*V+^25s_{U^>_twJ=f9=MNbC`x1$OL`O@(0ToQuPMYMx>#DQ=2^bEW*97kX7pU z{v7YlWulDjZ*Ht(Y>)os1wJOauiB-&mGkfDasa-0&hTD6(}wNCp)>%6a0ZI5#J6wH z@Bvh(OgVRB`2%g?o(uGJjBl}S!vY5eicgefp60&Wu>T#UEjLgh}nek1fRQ?9@lX+`{0XDU&Jk0J1*1NtW_wR@4B2jFk zmwM?3;iPcoQSMFnML!Uehzo?T?{u}wRB7KxM;i53&JlRe{s5p$-k9sAC=yxOtb z%e7;3-o3-!#M`5ca(0kxN9(VtgM#idjdlR8Fii@RhF6k_0svqs~xFgJU`5~NQ zE$L;3g%NFHRZzAZ;ZqcWm`KW#n*t_c+9+mHaUOn(y$JpiU$eq`<0xW&fdf`d%o-c_ zM6dajjU-IGZpZQ|n0JiB0tCCsR(`oNzH2*tcJa+XL@a`5n4A>GKA83kdtgZ%g`A(i zzcV@p$zMMV42Xmujt-6H?4}CE@Td6$)T@qlRB!B1F#Q@XPcQTHeX;xs zefaRa+Z?r4<9w4ovjKk7#Us7yC6jf?gLD}W%!M|gKp5hcs5)+(7tnwKk6}aEN&TQ* zINSA`zHfY+cI~`eUB#JklKJ{uo{X`3F&c~@!!5?l<+!58r9X9bxIW1Q1qb((Q7e%R zxzzstjdBxbEiIl{5UbS~L!&q6#h;0us?w3JHugq^Blj$kFP!SGgO_UDtiilBAi`Q zQH8j>iGvplFmbVL8Oamcgh=0H$&xux13{n{82OgY@i$Cm$9|>a8LSk*-|}LRlH%-` zo15v!MYfg>8YhxUwnPY*E-JU13Ufky;$owtFMj&;X(OO2GNs{D_cuyJ5<-X~sm7 zy}w}6kZ>X7=PbkCk`soig2PCIdRRbpMVp~~NqGrjk9rRRMaVPzp#mJ6XiSArhH(3 z4Vx3VxUj`7c|ON zBsNX)94z_GaKZ_e4C>k$=9sW4{Sama9CBEWBm{D%rlzJkG5sfwQ7|5e%8niJcyean7P7})zIpQ;4M-$)PkR?_;VdO7uPm8I zuwVes$j!q;c;~VLyu-KHD`J_5J4kKz{%hsd&i8H*bEtrt;PvLO~ps${SuqWhL^T**2`vR+&q7Pw_l>=FD69GIB&UIVE9K zT4mZOk6aQd;j3tK<_U8+&ms}miZyk!ZR^URgE7ktZHb;>jkf8ZojctvZrLAwAH%fiAV3dTkY^p$%$ImNup|- zwI6X9w$&n#8cPb`4-YgL5-ps;=r0Zth7?U`f|iHbY5Xs$p7|uMt)ukgoD;5CIFiwH z_dozT%hq;EX*}{GzpGad^WmC(e4FpZKgwRp`BSugx2us;e2 z5ARHeEOFv2coG-qbbarG<(~XyZLUlNU9BXTw>cF}Cc!4|$&*&huDqZi!gf&D7-4Z^ z{=B!QRC&X1Q2JF?R!8`KsgMhgF@3NG>zY)oDG~8hTnDM4#zTb>C>3VGBLfiGyGkQR{_^-DTtjqpT63-^P%wzw6l2qwSPIh7uKg*Jr9F#s&bc_Y zunqXS_Mye$DT<{K z5)vXY99&SYFTrpT+sAlvbODIgv@50^o{9EPP1Qu|*9`gU4t)z89r5@gk4ktGN+P5^ z@86#+tWWTz!ecw~=1u3rhuZ?l$k!ZWTe6crN4+WH>^3wuCI&}3a12H&bl}2!Lt>Fu zhU?v+?(HM(YPSV#h_?T8>JBc$PKK(_C;+_coA-*yMzLdv_+lf93tc$+@T3NwNqScs zflU{#7sBCM;>WVV(+L~jS=3|_;nCrY!;kU&igqW-xr)aqnF6+r1l3?$j3S2HyD1LM z+iK|&JG9QBXscbjlv7!OML}lKVf=F`p^4IrlU1SGCU89g&S^$&JJ9TlM9Mn(i#9-{kKF!jmGSUOIwEx#0u@BX+ODB zbsHx-Php-29%h5z?Rzs0{{TW8&p!$Y$F70}2={R) z*<(b)%OHz$!i4?erAt0fKbqD}rXX`dD&@zT;nl7&HI<{d!0B-1x^-=Eu;(Kb0a>jV z>eQ8liF4)-t9VS2s>5rg2U$6G5v8MFaIhXbH1BABAn*tKi_5Kb!55@gRF*xir~|NPlALvE&bxw)sfr+`@( z5y}AKi|@5n=zu*<1!cB7%y&$k`iHYN|IeI%??Td_fF4UT$s{E zqCbEB6=1?tFgZ83?-RO7mfY`?_DH9#O?mA5oE%X$O?RmGcC+g7;MLl(;^yNar|~W} zG6}Z}C#Q~`J73{MUEHgI=XJ$UHG~d8*FBmu=UPaJA7zY^5-Bsqg@rRkS%)`jWVzD0`7f@$smPLk^ZNBm ze!$1~#3YD6O_e8;7B=Pc#~RZ*y94=?>S9{&K6IXG)(m)|Q2Gy111`m4(*e+wPx<1h zqr2NeU(E$%Rftl9VAH|WfmrnpCh11GpQ^fg0C%VteFecC6ucg)nwpn!Lo%;(J%7I6 zb<5bxM1(ISEg_iBz!>lKkB=QL>~E~lQ@Yk+=H4AU0@xG19^)>a-*05?-WTudU%OUy za?$S5UYg1`6XtSSn! z;o-g^ha-T*ynKA*s5~Q2Sh2v<-@e^ocaL(FR??7$$^H52^z3XEg2U_kDJqJr$mUVA z=eo@3*_c=L*ugh{2B#=(^R1=}v6|~%$u51cL%I4}hU>)bdGmpF18_k~M@JcY|NdDw zH!=qF5%0M`%$zxOgx7w@I}$*9JGvK{+2b#T!p zX(s@{A)S_P6K-#!Gkx{)r62a-O8Xk78W*Mr55G%lN_lM_EKfe-WdG8>Z@+$`%z{fe z#$)I^-BW&&Cn?PO$U6PF`UE`|!j`;^ZSzzPUKttD2=JoRh71uOLrqq6rAphkZ-@Wx z*#zEnZ104PsZMfNt~IRyStd_j4@zF&E>u@(5U*Ht_B3H*Crt__BV?cBnT{%RY7b6#b#?^GAz(?q#j$_!p0K6iIC3SN7$l%|avqu1RmE+Ol4b~+`%H^N24n2Fd~;`57rGJ5ohm@l!bn#-NxpO;Aw<&kxE}e(Uzqx>hzc%njb^X*C4u2|@ z#i1j*K_on)`AADkdo6h)QcY!h_SE71U7-mz#%`Ey%Jaz4qiWNqUs4+n3@}$u&z1B% z_phb{#%I3r(9yk3j_A^;wH?@~i}>>&V;y}TH`Odl&&<5??3r%RT~=IiQIQTlT;qu# z>Da!#A6<}=66wc5I5VZ9FA>ljDX>G%vmESfQ(AgNL^R|cX?g2-h87q*K91Hvz)I2k zvNh5fi+fRdgl>gAf#848&OxoC!VX~buu>AF{S~4OHaz#Nv(~WMcM+&chzar zE|fgsd=Te{J`mZFBONJ81Ht9fCu zd`uh*JfJ|}k_^B;_pk9j6B_ddcW<9(H%iju=<~I!R?XyWJhlOE(NyX{(U`)ijun?6 ze#IHsihZSexJ{CY(zTO4DNAxJUd#J%2E9y3a3z_#k0qH<;$%>HTe%fSfVo_UqJW>V z=*?pbL&LxOkYTBl)OSE$J<}9#Ifj*Qd%?u$Ch{q`pT5N8`aRb z=xdd&_Ft*n*+1IEkV9_a!mc~bZbXzuYx`^AJJZfJmpUy34)O^J6jg$m)!$C=EC z+5>r$`u44etMUGok4+gPZP*EQR+a5Y2B!kt5HV0k`x~cj1ApBvUE!&K;LIL!=U{+jr>j$In{q zj(`9u4p}Fx%IV-wdV5O~BVX1)0au=7X1NMwy6Dc9uUO%uEy-(pIh%A*DWJ8}UIU5R z(f037Nz<-eeJyaJ$iKjGUzg%pWYgSS^7?6Sw07^tZ6Fkc3LiH(DT(+U&!Xr$QsfEP@283B6 z@3+2L{0YF`Ufbx#7TkaI=wQ)g>9%bHP}(z=)`letS>uwQRqNQ3PWu?}#I1|7%Fb`s z4DT!njL416nvGN8r70gEc%`^_q@|_(fM5thqfY!vNp->aZ)5~X!ujoo;a)4J(7*q? zsqzHPFKC~5uf-|s^ZRvZgmRN5??n5s(}O&}P(IWh4tmy(e1rlTtRiBB%E_?gc# zb_R*=w1J~(I=8)WjdV)uBbk43vJ7Ue_k}CWOjzdHm4z;Ps(fM~KQNzy_azVBtIuE<}XP_Z6J$gLV{`LJ; zU`_qFyIbB#(Vd-k{mwQ^&CXt*Wim`%z0dUp=f<|d`5Nv3>y1{t+|hXXN>;9_mi!~2 zX$?PqhmV$*mpA<0nsw`x12ceyTG_~{lz#ix0Yhba%%=o$F$><*&NHNA%lMF{2)T{w zA?5xkVcK{oOgY6xT{Cl#R&?)9GHRyZ9_;$ogGgW(reJ1*uZwg0JIP3$wyUeD`O}+; z+d@QsDDh#{RaO01V#YMVR5PA*O==@YdU93)tja9%aM5KhNO(_I*475o6nQNlIaIQC z+qQ+k`wZ31g06iX^<>#Ra6_)wQ*(v{z$2a{flMZA$x&>=^r2x)gXYq0aE2~IuQF%k z8Dp}Y)~#Qkj(L-)xrvnFx<-yWn0#TZGzTqP_I}1nmF7#Lx@PBz_Di%E(tZ}b63~Qt za4Lp^JLtdt(?EZ!OOPn1=B(!C=FG(8Al(q>OC8Lq-n&?`H^PN{>ml)yuQ4d?@jlAi>{^S7`>eY&K*)S?AJd`x5mjyQja+GE9b1BYDAT6zI17iMIK+WxxGUvet}g(xk>qQ{^NUX*ZCQF zDc7c{h3Z5!dh|)e4|?xUN=XSOmLVNHK9q*<%8eTfnHKVAAa``i%X;ia|JDuo;>nkM z`Qk;dFRpm%zv=dMCpduILSC#UGG{KZ<=QoCbU-R`v7SwjHkcMj{mJzek4{rFeZ^!U zkb$wKcenHn;u;2-dI^MOyN`DLK-U2pbI2eNos<;-onVH!+%opnHsv1yR5(9oOw9f&jJ>l02?Z}IgbIX{4L|~xQj{;fj4pe7>*`MMX%E|^O)Sxs zz(5`TPudBS;jf@CtBO{xUabu~>(AXW!(o4(E4QKY_RQR!FRT^ls?%sDs4+dnPxUu6 zq$U^GGSyZnpW!#^d?N}cH@BB*X(w?`7iui=QBhtKY%`)Bf|p>8Jpzi~v1gA8_aOC~ zx}Xt|`Rc%xD7ouuvv!q9PVUvb%r_?P*|S5orZM|TA@2tDdN=l{u4vZ-SOB7`=-a2y zi6z6Y0tsX=2)huDmwG^#L$LVQuNxhen|s1E2<%`j-wB1;Kv1lS`MR%G1xD-5hz*v> z`r)o&84(_S1wKO{^=#3{RWZ@azyAEWfU5Z_a}ZHYiwAZe{pXCO$ityF8$6W^ErDqh zL}IO=hkv#oJLptWi69YKye5=fun)xr1zNh#G^XM;qeV$coutRt3IfP8A|>ekG7Sxl z5IP9qfx={AAiD+dV|`wRx_uwnj%~s^zvtNBm%kT`fFHeOR9KV7?A36;(%&wZ2Vrbh-h~`fCTRoC$tb%4GQRIFkSPKblJyQx|#Sk z*CVJ_g^Gp3F|e?(5K<~m0;5wyGt$%NP(A{yx`(`&m&&u}S*sF`Or4;Of43;xNynAP zv(LrN%H|uJn-C{=@NwIH`%ckGvHRZI4L7ZG{p9FB!FZ-iOIrX>Uh4sv8fwP83vo+S zyb7s7td2k|jj73#I1_AycezX`I`2t^B+JdNJ>h&IM7#A2LoFZFE za>$gS$~mWeDP)G)x4PM{wf;GE6bjsn6tp z2J(nNZ1FSBsiHRW0HhS*1>E8Skqpx`wfkV9*jr9hf!C;CL`oCj9-Z9Z&^X7I{hwP& zNw^~p!w_>*tt7Az&X$%<&9+nLKBFb{kILqbiZ(~zAsCc`7tj7;x&M!gd6{H%gfB-c zva#0Obud5Z1ls@(CFEW3@o{0Ltwt!qS0=eYzpSUbF16}t&K|b`)A#vt@-b7Rcj@xs zh}x>H*_$<=R6Y`B%xyaLDxhZ&X^ngqz7zxpIaQ&Vdr+L*v`dQov467&fT05<(ksT+KTAJX!;^Pbk*cFSoB40`jgc`?(L1#?vDa4UgJ2%Mi- zCm?WN+illQjc*x)De^(O3Pze6Ee4z=)B$cV@b+z4Oveue1u1h4Rp4u_K@g~bRjsX` zAUqSXQTOlPhe*Hlv%~gy8pV}s)*QrlQW8>;S5;M|!)3Na{_%F^zz>2Df!ubIh?OyZ z{P>)h-TwS^IuMfoW>PzKRn$C&Xdxa9n=ZEd(dXemSy?y4)K4%MYvj^l%PLTz5bZ1rTgEePCzxSpEhlo6)^6C)S|TEkzkF$j zg6Q<bKOAV94uTX{?ZJ}9V2P|EwYk1gpm$q`|yHIP0FGN*V$6+a|+=<<2 z)$x-aJlRu+4nzdu1Ox=srgv)jMTPq`E>6N=LTe|p%ihdNEV43Nv`8fKe*N~%pAuHk zO5E(s9ST87-XahPaap4Cb^7ES}@Zo5cE8^1MI zmX>Zdo+ZH0E}XDb@qQLfriDd^^__#B&giJo`eWp(){{N$2Cuz(w^SqLH3t8LD|)aK z{Yfttt5^8VH#XYSk~}3x$n3`QnVUALNl@3dVQcXIjrT2Fv`9vHWdn|hXbY$_$i|iW z&ivEbKo&0DD{Fl?U7%XXomn@sNHheTC-B)FU9_DmD|aBrDWW^qZ}*G$rZc=({EHWD zxx_{IB>0C6T^d~TIA!y#Z_8^veD&`)H5Ig(1xp|jMlDu30nvyINYT_QdKR5M%7?mO z{w|*lG!R#F41HQBSf3@o%1&sPctgX2SNOIb&|0ehrAV4pNEkG6;%Ns1@els^@!H$UeunL={wcg|(9 zg<-Pk)jFJr!-o&=-ml-QLnYK(M5nm>9Qm@T1l3DBdP0y%^lb;QBVEbfQynqlIhC5< zjT@fyCbu>OU%3)TPPHh3R;}mS0b9a}Um4*6=iM_KiDjZt5z)6hA3WHaf(4+muR$zE z`I9}@6s{+YK}el|3}hfB`Nu&#MRJ7@vcQ}}5S=ILKwIggma6R2j~|8q{^VU>yTft? z?=q~jbnbR3EF!9-gkg;1beLlX#3f15mTN(h;%EOx-4R4f1W5^F{zr}oPDLNhvXf+n zKcGO2OGs$PBa~QNFQL9-Pdj-`Hw@g^wS9XLWhr6?d9PQu)SsAe_UzgA;IDLx?WLvQ z>DEVz?9Xlak5@!|$?WR8xbV2%PX}Ueq=8BgczSll<)D3m+;oCANiI}ip5lVot~I?z$qF9imj^ zYJo~ivDm|-1{&&Aal^Fl)F~dm1Ub~5NwQ`UfsgI(b=-YWQTX)*QXCF{^Yl@6)bf!D zY>C36qSlnN)TM}Gn6%O!d1kP(avPEFK|hW}><}>>Yw+1)r*eHN+jUipN=Q1ZIM$W- z#G&O%_2qOv^)bh$4h@*8OtFZe=Vt*E)?DTsbuOArk$%|p$!=`f2}|r;AlJf>L~kI3 ze0i&+8MW2wQR?;|4Amk{>fZZlO7%&(2#>)>>aqpC9h_t1`@18kv} z8T_Nr&dkj0*|TSnJw9Bfd0SCAMakQeo1A~|`V@A&V_wgwy26J;# zUcMBvJG!y@tonN~#vhgo1fW)fvd`{m3Fr3EyDm2FO!jXT>pZjJFVzAWA z%x6#~K07))sFH?Z{Uc`#kl|R(-*+oow%2`45NQ<}_H~hYKW*#xTVB5Q@WkoUFQS9# zNu{Ku#9F->UjybqsnS(pa@;W`j=0g|$FJ>Zg_48Yk&%S{l&S0AYDyFFK|*c!z&8}9 zT1fjaR~_cmPbY(&f-GS4mYmVbZL0Z}Fz6Bo2M1n>fVQY5f9$<{Lj;}jdt+z4Dvb>* zPjEVuVS9Nz=_r$@O}q8LUU4hq9?~@GtO@pi>xGv!61{%|?M#=Ja!zlQ`YQzt3VL31 zuef+Eg@kv2;?x8I%~6R>3sab~L*z+(#e^qm0#SJuoG|u?_*6%ZTwmKuPHq)vli1nZ zo+2+Q$o_`LsEcHE6V!387EyLq+0uA*`-}fN7787*+xe+PClhyqQlJh_tO6<9YThJf zcyg0HjrFhKIb!{}&`7?~zq0y7EaF0pa(dEu+0_45E8Z~$W;Us74FJS^L*gN{n19Kc z{p=pz>~e6RFi*!h3ge$YpEY+(oMRG#U2&sR9SbTR&&7Vc#QY?`%|jhb3u9YH_+3kq zs-8OHYH)CC3E+(2=2gZ=k1B2(vgqNF=c`YD?IEF2Dkv#&;ZkZH;y*oao=9ubpF85u ziS%v@PQR+%%2wk1Hk$fcB+$*CJ)3p!Oc*8o8&tB-@^|@n2iTSkyW9)d=-Hu0Uup_^RQ8-<2Su(zKT183n8Ot!@>0YmOiw@c#(2k$ zvC+}d1z*30tTj)5^-3E?Efq#W@+!NO7Jy}w{f9c?tloBb_rPJz1xco>b13TGEqY6A|oa zh8)-EFRm8u=ym=PQ2B!7pkWu}01oPLq~npQx4Mm@jll-L!>7@AcxS&XT_b|ib5LK8 zTA0;b)nI7%q4XdC#M7Ldv$h*!%kqGYmJ>fmIOMV8ttRZ6wECIoNm|*M+UWWlMmmJv z-Ed!PU>vFNnjsPP@5R~5Nv6Na5Sv56KY*``cvkW7*=$~kR>zYbWe+ge3uStkC5!Ue zf7gmOauOe@c`mVi%2qE01DSu;QC{bI{~lR^dfli6;6tJom=lQh^28v{#7nR1x_ELA`hPRaJB+Tf*ZHvTkorO{C-l}0EN4{XcA>`^ryC^VmaFl~Uy(pul z3O-7;o3R1Rm=jeO(5&HlbhN_Akt4})`Y2xu=%_WM$Ia!_slT~-SnW^SxwMq$Pv7}@ z{zfaSv7MH0T~|(C+HtfUs%rQ07AIc4cCF)#md0^7<2xe>Ql1xJs46XUb9w*9aTbb- znp^gefH8W)1Q%q0Y=nV5+=T#f;s&h+8-JBr=r6mw#W^S_$moVY8wbVqAFXe{n*z0t(OaZG?RY`7RZ8q)5g=DtY%6bKA-B6o zNBdH#*QDazBI;ft;Ryt#+G^+X|4auV5lNd`9;Yg?S#_qHbTZqF!nq&8b|^xh$TyAT zvSlhHsary9Y4!KLR5_9a>pG6xoICUgamc_{-|WL$8a-}YJoV(5{f#!1OLr`Mep%=_ z?0DJagO24epaY%tVRoK~^b!Ry&ak%kCKmKOdz&!fOAR|Huw8{p)u(Sy4;3#)I2-?%Xw879ltnQ1$JD6$-wvzV^w zcN|mRyfM`u(JC_)DZ!>oa+esk+z=8PdQ<-vDhKDQS5@ftHRtpyj2%JT;I?hs=0A|m zRK2M(|EvU%lnp2n%?YWmUl!|M(^8t7U)QMH*v}-bWElJdxxIfbS=8?K*tFuUfJ->J zMYm3IttZH*H*emVU(t+mT|QC|kgktnQ9}ldA9Y98rbFZZ6?uDZk~i%VNMTBJ%Zwo% z*Mod;GjH!>5@8wZ2{JD-5Xsftl5h9^R_WO6imk++1k2Wk1n9|G>6AYnQl=haXjv}z zo7*s~*KA#V(-D(B134-u-3VsJ213cj)it(a+1B!`eM0=s>CNx6SdN)?W@hgy6`V1Q zPygxryxrV@DFpPaKX0B;$D1CzdH1dg;N<5-tH zDim2lq}7nj*()OhuW^-Cg(g2tz@6siePN(nuv%Y80NZUuA(O62yXz`RY4HQsjy;#2 zQ;|Phw&Pq?+3c{VX|eq^eo|HmT?=^EaW@Ooj!#?66pC6L5Rm0U^H^ zNowlqNA}khw)@U7!*z?8^M|wtiLU~ytA=dfEie3lnSA5LzDV;~sR%-i>40UjOty_d z=y36(f?&{PVghEmXwRg7ly>5;fBXLZ6fKhAH+T*{kMC%TC^PZ-0Z+Z_$(3Hfc^^P6 z9Q56LciMS|i$KKt_U$XMTP6+ZPOqJS(;f}Ckb}6nVIwd6cy7}`Dk&`<@eAdxGGch%hsnd16(9~*6!+IT)6gz3 z3iVF*onZi)pGi*3_YV(l87+ITym@w3W^Pty^L0a2+3=~u3{n&lVsll-rMkL0h$WEQo~@AOYwbs;>2E zM%X)tC**zp{Hwe-)(YY=GiNE3J#KD-@-Q$sj?d5>53OHS+p2&6e#!Yw z;TOWB13e8wE>tu_0G?mHc_Y@)U)78&AYZw^VF7LW(i`>d@Y+a!*Npd!VGHb;_u(}(P+)z2EPr9CS*p; zv@J^k!oR&Hp{vlX2wF`@q-dkZbL}v+wJ|0yCB=g^zG>seR3ta%)mpHHe8nL?`hS&j z7N)OC!e&)AoCH>fPNRUUv+q1v1s4x$#oR1Z5m5Wjmb1IAOaRD+r4{v_V$oB zmK=NiCRpimZ49I=4r(w7DVzilOn0b`NDN_{(z^QMgz<15LR8AfKUP-GnK_j=Ta9<hn&XWxosJe`o5&Kf&AuqEm+h0EA zN}b_>+>~2)@6M(xH@_@T@d}4=+IB~ISsDBcLixOqwtZ;Exgt(yR>O^nj7knzQ3WGp zUj+?8=HX$M*R3U?ADUa1X8K59^gRf=8%NkEZ>XJN(Fo%Ui*5F9h6Jb5COoh$U77yK zY}i6{^&-jLTcZS{ybi$SP`Yn7C;xfuK(B=wW8JPcnKshs7)5;Qw*i{2N!-ghcPKWw zn2(yS`V;sSe~`xg+;o&Txc11LCE^h|i8U%Xdw?eqN)J&Xrlv%>%~g)%rq7feLvE?$ zQ!s;KG7oVheJ9T7TL}~c#5;@s^w!vs=lV9`Xt$<6sof7aw*D^Pi|XEmF-FRr zLXUjzu2f{l)UvCX-vILxwGyzQPxRV6SB^iv5O?A+^J|;U_Fn6sd(Wm~HMJ!a%D7shXdC&JlkJ*d*Pi%_`bC`mDpJPxs=?uE{=PCPXO+mdvdVJdC!A zx^>GMd9{Kyl~-tS*1eb*+pm07_MkBQx*ZaUk(4+Ke6}Yir>H2 zZngA1&fLgTh9E#`0Bg6uoD2*MuOpVLy}d?}9&`ejoi_6^F&$f1?9>1=20i4Ohp(93g;bPPO)5s!eFPNW{pS7=s?@pZQ7<}=_ztI7kVc&-tN+!5I-|F0QCHp~7vkvLTUvxsltM$piUj$p$c(g@b5fo@4;ZU=p)>Y9MPUV`*3=nXb<Q=muXygW@`k9+P$O8@WxW|O+g!#pB1~vKUm(C z3&I|kG5t2J5v7fckB`p}Y3|v(w<~49z<~oL9IiU3@0c0r3_t}Yp{l&@bEh85(J)kh zS+Sbgn={az}0JuIXe8OdK8O3sJ;?J%Tq_GoO z&?;vL;?c8o7#IOYqpa`7e&-VuBIB^z996p4MN$E>r1HJz0H6P!BuyG7#)M5y%Gt=} z#)#PV-o17H#YdB`dI)hBhx+%Aqc}7n<}dYE`7?bG@vBT<4cD*%het`i;fP9es^Gyu zYi?QTGx*;hKg7;dp?J?)sI|!Z-V(;k_ffvtbyHJpSVbA#L&{l#T+1-vB+%iwKyMRu z7sP^a3-8WW?c_EWd2W#prrFnxroQX+_S2uA3||iFb@V2mP_lB0m(A2qJ*(yg867%w z$d3V1u%&PE`ad4l{9$7eDjs=aZ1X-8pYX7qS*@HXDBJ~y2>&1?Vvz{*mxD-Hz8P2d z%02Ev^sR|+diUxTbtv`DlP?o4{VQ#DGyt3!$j#0^?P6b+nr>RO#?!t$7kb7q!abT@M+Dm46Y4G*q;p zi5ac!3^WWDSknNU?2l*@^nMNf#AF5(iEBx!8K&9l0Ue=HzYdr4mfhai%D^CHpNo4{ zt$^gwY3aXGf9y*GxuB*R#Z%!@GF@`o$OFQ{#Ra1Qjet|cb~5t%L4(yOwFVf0ekiH z4!*j_7n_2@($b{p(C>r)5e+q^;_HkP!56>)v|t+HeJOXGTwL0qNy~qEvl<^f)>QDq zb(Qb)ELow1vdoy@{ziECGd@KjndivIikUG{=!mqXEp%F1plkYc7N!&5%y@a#gDxyT zDu)7Ky-|eZ>I*fOODwJ_92w<=XwZ+vxn3_8f{| zKg$R0%CG!b+U(+~RimOy8;p&Ny35Na^@wlr>elCuS9(>ilKTAy4qjpbej<->=9Vo# zELCtFYx zKmoUMGLplgNr}7-DTHqvJ}xv(NItwZ#^<$h`IK*dOsqW4L))(9MSV#Szq#ZX#h{b~ znR*)6`_&LBE7{A);j}p7nT^ zRI&pAUQA@ZerfuC$s&1LptDnUsvt8cEH3^%`}ssa6@#~k0$8^l5PSV524HcRP$2yLfHccMD?FDkpFG6b_ZWZTM<9D^R^L!ry3R)4U43 zPO{*X%;mYx8L}@->&f<9+C8CC;6ivebKH<2(!9(UEqC_jty;9aRIw#_bINcZCMo15_3WI_dq?i@yl8Ek@@$x@EO|QP7={Y&D{cqCZB2xst zp)%z83QqwoTwgY6qW_?-!_o1-eEHHX$UQr#ksd*1X7`OWNxCLe9*8Qq^7ro{5WI`` z3e7OM?flNsSDOb-oAxO8%Y+4EXB_W;BBC`SPGyStyOow%OJ)V8Mb?NQ__bD6ul8(P zzhQ%LD?~AQ!qv6i`^0@r-tVxs9)x^TY2WfusO&bfm8L#gvUv^vPj9gM$A`^<5HRCc z#z`*Sbv52=d<0QSIzQtpv$wbZDbz*{xaMj{u0CWwqlGAsx9<@XjNETk&v^Eq&?=4{ zGiKG8Yjuyg0M5Yff5TmFaKNh$3Fsh4am*Q3e-_Sv!|B_5I?jUFMrz@F{u;P}FAGmR>GLXMq}tCQH00w`0eiiGvvs zkCJvZno$vSFE|~NF8Esg746Gg(L}kkA$5X`#w@DF0f?ck4jfmi!-gH?8F4cnLV5M< z`SY3A7Y9+mCN))6@c?fg+%`6L zc7doC#Mc-(ayDX8%w0Mv9RN$`Dxqv}fyj<~`?fcTA%EcT?7%0CK8aKP(gsHcL;4S@ z4PJ3{$r)tSE0NjgehBMmHWh$@Ifj(z#kCR?r@xOM1ilVp&+k``N#?pW`F%E>E zmBh6F8f`x%ZbOOW&QcH7h-l(;`Nm>0g#kC=5rG{=Ck!#flRk9#u#|*401_i1Z)e&- zp%uH6H_vbVqW5sj{m~X2T0YX1(IVEL5CQUZ;!*op-Kl?&ml5mLuG@gog`04gsFaed zA2P6?wZ@ytpOAh*0zK!k2u&thwckJ9^<*_?rJ-=`4rw903x53gapK~|W1MPhD4E5} z0?l5zWlLwyOVRDDia#uII(4cC;JZJf{>iqLL%37h1sQeV^^38oTD@nvxxVusfBuga zpr3wF55#p6tL?F2pHO~DL>=AO)WndZodN?GoB?9;sC2NYx*R2KXPQ1q*8IuOYIGV` zRNV7zbVxgPur*Ioi`Cq-ZN+pGbsynIL8hlfLXG*1w=ssv2$W;pI0#%&=^^zW&G47X z#;sIYu(I*U>Lg31ji`~I;Gbo+yM7>Oowv7l0Xkby%qHW~6w2Vs@hfa5__y?}mV{($ zX7-ZDOU(|Sma`K!_o6%y10Go1b{Be2nj+4(f$gQpoIZj~Bo5-87d}4{d4(bcN<6S_ zD#taxD&5q5Ix<(Al^aalsjylQW)uLYe_;p&etjlwQ}{PW&P>i=HMI^Llur;2ox3@A ztK04;85un#-4zuhsxa7;1H*DhQ>Fzi*&M9G=@53O8xPja-F+sM4N(5cQ>PAqq~ckm z>Z30@!*hz(gG%+E)tWVyZMbutWhfN5LaYmTD4rL1`C+E3q-Vy#kdP{)C|YVEgXUkO z#T1+oHY-eT_3B1PE$CuxDu22yFp>_a^~8CA%;PCH?W)zQ#kiPoI}(c%6b~i^X|0ff zGPwpa7rAes#k{3U&nL%j)^5Cj44fKX^w7OFwDKtnVTUmqo3tUjcSZkeOBI=VJ;q%6 z#p!mvz>ra4J0m5bfe;%VE`PMwsfWk1CSUCRbjF08FKqWWo?9^!YIY=W)1{!D;mm7G z&-7zk2y~m1B~^&-)qRejstSdbp6_)yWXGd0qtLa>Ld)`F4N&?k^X^U?Dc^AW`SH;i zhMhJty!WGlCng32za!Fw^zfP;xJs?x?yM#hH$mdyyVM#W!6d?By0}0fS>AqAFfH7Z z?WjmOEyh-Ghe=O6(W9(|%JU^1D-_;LJW8i{448f%ErZM9!%gs0`F=g3M(Gt>)bd{P%&Q4%)4-KSn_(%_x96|K0M!!dLWG+qx4FAVyNfhuprJL z;kB31Pd2}Zf9E9F<9ioH=17=UprE>T>*#I{jNx}8zSq|Nc&9^OF}#{~)Qw|qKFg7* zShug%{U0*Z43}{0?n+uHYAT2W^WbP`{h@rvT&{;p5ywM}Tq~)oQ!?GIA9cEuQ-c~< zEOAa1Ltt8V+_C*l)n?)+vG$sVWgKhi3@aO&cBq76A@jzHX*+iB4&v+<9utBb0y4$Vzwa#k)V#Z|;*qjcXqJt%q2sxaMHTlv zAwjr=aWq!+H@kSIt)_EzzpAJ_JS#aldHmX!-Pt!AzJ)NfKUgec z6iYHP_&uKEgt~+Hl7}eJ^INy`>3dZI9% zt(r)Ej}U8<_&$u|3Q`i;nW)-p-fy3gvFMtLbBoy}REkFGKJ(w|cmDj$-GddSw9h`p zi~(dM^Yaakg%};mgsp?xPJHvm!&_gO#g>7}-@oTR&#w^4YwPFB*Y+-rLr|8m3>f_RF+7DmiKdc=6(K~ zhjh;Gci-22UEl5g+KU6VfZ==D*6vAurqXx|O)VZ8h)OPDz0uH#c?nfjZcE3yw-o-- zdK!c7ci(Hqg@8^+Uc-)dvD5Q1@+%Tc2ERG9{LIiTYm+AyhuS9>-{vFYIkTM?lUnRm zF2-^e!N7W_xC;A6>7MthRy1ahcXxM^jvQEgJg+7Z+TU7tK1=N&fA!=i`-LaVaw8A! zT+RvXK+I(qD)0U>zmm(E3>vX?%awk^EG@%j?cuU@P~NwZaxSLp_xj(8aBC7Ra*(^p z^jzmW_}f^=!nZ;xeY9jpFn#qRkAQtaLvuXu-KWk5Xa8(hng&%Y-aceSr8~=fpR%Q+QhF(r9qjhMbD($pm{H?yL;)^scIdHs}CkcJeyIl z_VBg5n%?awW+G)DsG&}H6FtGt`qLiiN#)cJfFXMb#1B!pSY)$mD|;?ZVp9v$h~Pg?ZWDCw%#jjHy_bfZ-ZQ{ zCx7epJtS!oWjWZ&Y8zw3*eI**!Dia`RDoO8?$lX87Tl^o{wO3;#MfrVncq7)9v&ax zri-r42yKe;p4J7=p7tiDKp-vP8zf`x@(NS3&4YEFg?<)(uIfV1K%& zdu7|8GW2l%3p1z3flRIv;Ye^ynYa@yLC$L-hM|w*0Ras6H(OA7bCus0zuIKyWXW0O zOY`IoGfNagqmW_l_?w4^t;ojOj6@S_im$Na5u3Oh5q*hMq3AH~iaqgrOb(1cT7&)j zI~H?SF)P#8A~kEFe~;NE5>H{Qa|%b4nYsBP#z|VkI8NLG5jRTpe;DG+_C=EL1HBsF z(Jmb25(7hDRY2jtH!J2^VX4z&-6ahvRZWjh+BIotj9!O-U%i^oo9RAq;K_N`dSr<$ zwX4b8Lu0y{(YW(hXTT%@d^GHCrRkZP?8SbeFWnn9p!RGva{~P8J=xJ5&1(XM-nHs(H9omoDo>@j)|xJ93%cyU7?4 zh}JohcmB89U+U|wU%O_^K4oozWh8>~$|96RnFUAanZeA)iun@9)At}(ppV2jz)Ms3 zYcbSH*CtCIR>YW*ihl*E!~M5?3tE<^oOv9Fm5Ma&cJksRgyx@r#vYl9*g}w&PrnB@ zF2+5~Hd@%;hm#sCGn}=EA9a9*#Ua|syI$j~PCY$vWJ_jLQTO^y)t|e(?MM7rTSG%9 zK0!PtBoZ9EgKB{2nVQ5A-?#g>0h29zq*GXS8taTXm3ivauJ|#L*q)C*IJ6XL5qQh- zraJG9cs3F~a{A)-sHidEPRLjifQ3GyjJr*}r3zueP1tH7)~5Q;nT>}TFbjG95!Xkl zqEAi#f^+~t?G|kS{l)i^3UCaf2h0%$ z12Opt71@qwx(w_PET(tL)U!Jzd<3CZc9>M0rU4fZnI~->2J(tEcXrtAlfJbUik?QLC#CmmjNp#l_mo6}*F!{eo8kST*%q$|t& zffzmWyB_nZURN24Fm$~H<9vAkUe5Cyxw*gfT2}f;&-jO%0OO_6`qf~plaq;^-e|LM zi6TN_D)oIn@QawSZ!8B++fvIL2-5TbViN6HVO&}pVKB6eR_oRwL143(Tm#uD-el6?SJO&4}-{x1ILKcXc z2!aN`p9KI>SN3WJwA9w&p9&LtSz4iyi#vEQvic}$GOWcr8E%PrE2`Oj;lm?>!fYDr zmJV{AFllUFkD6bSX6(bOlO6K?Lb0ja15$8PRt)l4U-j9VzbFG6vmry}Jf-*{mnhbUvX{1^0P?||W zc)9voNnMAM^n#ZfsLcDB$FooxJc&N^v@HfW(I9PF~+oW^$Ul zkGO!$fVwJt=wrX?v5c-yX@2d|@58F9892 z^pE1!>1Sc#S5Yq#VEb5G4mdEIG?MDXvq&{l_%m#EL8JkOG#o?+9bZJ~4#a;Fkjict zcCyaIa`0xgi>#aX+@u`KQ6evZwmJx2#6D%>mE7DG0Hmq=n@=WZMtr4MX^`p*E(&v- zJMFb&(z!{h4Zqy48wyG!_#c|s+JVCK2TLrdc?IK$I46f0P5;LqL*O#8S_$vSm?M9Wy-u*!_I>+8 z31CjE<`Q2u#4ZfK`(2=$+F z3!gh7oeD!Nbt3;jMye|DK`H~Zf3U<+((;J03L}`Hv#B6evydol^*Yh5RCo1D0D{6sja3g2mP_FLah%v_YEk$aCG(2m946g zk{z8qko_fVjOPpx7y!a2So)$xDbKp)mef6b+Qu!l=TEb3UBO=YCQF^oicUmW(*^~YogGGAB|Iw{SkAqmx1+FBuLxTDE+Ug7qx4hChPGoZvtlmQ)O~&9W zv@vOD^J>3+dj{ey%Z2A9HhgFh5=&V28Q&%<);Lstpg-V~1i(5^ z83!jbYUD^QB(y{ksKdw+SZe3ulKSAX1LUZ}7A}W{Q_J=CLMZ_Mc0`E!7cpDnMFySh zYGcz0@S81&&V^+PdR#&{A+dU?8S!Z}OYOkHww}ppmVyPei zjEn-=f}|XZ$JE}wiT~AiC!G#6M(Yb44KsKr3`W#I{Bz<_jaj0<0{PHUKWc^Ti!8^n zivo;wT;8muqdSgJaplUDVznTFxZi*QtKWS404OR3B>*;&whg9*Pyqc<3pA@%ZYNI3 zvQKma^W*oZ0;HP}k&&^mpgOHu1u<1A#Ez|~0unIk*G~_WYa^eGm(P>g00wRDc09(} zCx9tfxDkjQCLj`QPc+=%$8hUk!YGBW-Jdf2j47Na9-n7_jU|ntx+M>Wr}&f$i7vu6 z6aYB3MNz^jzA(UyU&g#jkrefl>^h>6Pio#z`aE1uqn)~1`qf=7$&>g>RwOY{gV~z* zn&<~zNnG#Zap7`?xf;w}ABBSDPAYLW3K#-%6||(MD{6kTbsaxGfIlx0MJ=Bk)?MwX zPhj6YH#x-CL8~@aHfi?si-rLxsHBOolZEv`EOwB>LlTp*32HAx>{OScqC|zlo_*;Q=H&E>THvrli1$fCG-7 zX>MJxn{hYiWt;4>cV1dp9DZ+DsM0KDP(*3g~ zwJZs;uGqHgc;y}REEe9=!#0%-|0>BI(7$4^m6Gy!&F5*niLM;PWZsPe-<1QF2otIA zZV<;}juEpD%?(YZEmZ)%^?JLRG$W%&k4|4=v*`H8Q#P`5n9$G#R%a$XdFnmAt>G4} z0g)}RZr}u*)jtG|g$3n}(u+%Ujikcxdqh|)?Eu7}h=jc>@AQFwfyQQRQD-fP9Ut0M z44x-e6ynBjpcmObxwTXghR){*4NizMbh zMkqmPCM_H|#_aPcVlSrWiyE@3HJ^GoeEorQh0PQE@@7qq*t6%V=?;Z4D_tNKv3;^p zP>r^SF&ZU27?VjXurwCfPErT}-8LHyZcTQIyngU;Z_aPtcPvogs|V@5fhE-Ziw8!I z(b_UnJ?5pgPTiLcw~}hVer-7XZmCtOcA~Ejh!<-+&#cUtKf6B`MZ6M2TBJ?93>F+%GQ4{H4vv#$Pl|M&j&7uK~abt z}6T=_TPO-E|%T6&9On4ok3yz zs@=QC(DBy1DhMP7C2wl~5f=jKDg@I@p6#Bpo45qhg=QX_m@E<;%H@3a7ueF3{gAj4;?>Ylrm8@kFZY~Qs~@~PKS5EXL~~1 zgXQN!*veu+x6v@5YJojj6YHp`Y6dJdEmJd<74Zbe#m2bgi zLHq^ODxVj!+Eb*k+*#AHM>&OT0#cl7xE`pj!ivC3bM-`Ao^yh#q-NWdFY`)%eV*En zQ;WSaX7R>`GbZs$GrG}@Oppo%It85$9Xd$pAYUkltE~eOMHe?vLb z)e@$@?_xqU26_$27f|?fU}E%)#eXf>C$s1MYGyKNmzTeN6vBooL9BA=k9QZe`GC@y zG&X#bC{0o=Xw-ecNF+FP=+KVfWv^FsKtmw8Q=B2zFBTETf-Gx0@_U7KO^hjhG+IL+ z3K5$_ZDmHN{lNlbev%>UHE&_xY@*XdRsaIzQ&XX$-_t_MZk;^sW2V9Jq|aejl6oE~ zRw!D1adfa#mK1H3bM(!d$(_5rT_VOs)_26*xY|Ea2A43N9i3)uBDeMN1anAq(eKnr zE@vo3ZcgQ0lfJ*jtZyow&UoJi0Y@U1SpC!kO_t~j8JGO8E()ZR8hOwT4L$6*KG6{% z@v)4?Qo6CKrm)fKg0zLc`_O6UhORO5rg*tdSr$tY8ya>=GQ{;$V@x>?l z%HZ-1BxVNEU>@M5%)PyOD4rgw<+7bj%-Yg^}GUa}wisWu9`esXA|LkQK<+cCsRa3B~b%5Fb zNqT>h0wO=fTDf-r+eOl(h(Eyfs~Ga@Sfj!AXbryBfT?o>bNLlJ>rp6W;^4SHw{^4Yji+ za)cmhg+BvF96}^hQ&WXMSO(2HC$xsPc2`SF129a*_ePL2x_Fjtfwxo9xTDQE_;H^d z&1{`I>0p7!`_gPupU&sK4=^_F*;7Yk=VU@8uXXt}Y1WMF*-pA;FE%Wo!wXi+#@85a zIF4>L%|9;b)v85m8}7YV9zM3^FE$Zd?{oXq*TqLF)*n!s&DsC4P-`(himR-c}{%=WJxXOa~FChwhI5kDHoS@_`3GyP@uj_%!7U zOF9X~<_E4a+t*f80py2DIqrekBz&9W7|8x9`QW*%@=i-e;S|%{g>&cTXgpgGsGV+< zSA7Y=4Ygf5mHyDLyLRs;kjR*uEdKoS&)ojXg{kCxrSWry`6}P`zpGaKq#IQI6+sO^ zjI@QglTI%fp{F6O00M!c!P6~f>ec8U9`9*6?clto$xEZhF7k2ZEW;uw_k>tkTc23& zZWdn3ZK$>gRH)`vYa2hWm5(k{6>GQ)!WImQ3bXcy(%t(2baK^7{^l40MPeo<%f(`7 zhO~I4lCVOosp8c~HD*zCCooTH{x_PMKTW$oO4WWU{rqY5b%l1>lmUhEm=_&hb6`*F7uXlC0MJ22H|L71 zmbP>1Wd@+kxfwT6Y8i7nj8%rz$R#NXZ#Z4U5xWh5Q^@R_4Ccp4jUs-X-%}4KYhYw{g zz&bQpX-t4J=+o!aGU2QFYZ}a0Q)A$NBq3o^Wh9deK&Pu@m;KzkcXP5Yr_ZQ;SZ{byebb)6J$(`sW@p@*2l!)vJ8d@70RbGB z4`nkp^!KavmIp+lQ8rj)0dg9on}OxcBKGZ@O++=WkeO=h5*%y5A4CvbtaZB7Y>%-{ z&z?OmvOnZnAV7eV20ybn^SkOQlH%2DJe%f~cv~r4Uab9*v7P?pDguWpap-YS)e`<$ zMa0N(N+uYq972rA0;YmreEJs&qR0`MO7}fjcEvFQ@VG&Cb7F4ayLS^J{v4rE1zi)jKY(Q2AIH*CT1q?!3$j(ZX8 z(Jdpin1z|>JNm+$K=qI&8SP_~^XhUc;grgB;tMOs$c?{U&_Dvsi~x%5JM}Mra?-%< zOg`Ot`mZ zGwKU59@qZ~eUEri6VyimouEE0GQ`+=wz`Lp_o6ncbWRlEI4%KufXE&{eR?A+7Xe}I z*50~7S9%<`iYmK)vz<~Q$vn~SFOznvW_eW2YqI{x;1)}GWAfn}ta+6HR)jv;jUJ7S zJeH~`T#+b@e?SHxSAo*##&WlpC}FwD#d(eGoG8G(P3$5;#aYUXenkCeu_N3T_I6fA z?%fO9a46?Q$cu#Qn#Yex`9o&0w&Fa?q$cS5+T6a!GJ$ZrRNw5-)VXXs`7{}ZA_jl_ zxD$OzV-SrId0G-C55thnFOwGv=yZ^@9gZN81=HJjBl4fyPU#zf@~0KfU3+#ORXt*X zu_6Oqh~@6s3I~;H<(TUw-qS6n*6+KrYOAuP8D;@t(Na_M1DX-R?q$cq8<8GkKjuQ4 zz)grQgj+#}uA{5VH@?_mafVu}R$*Rq60UnioZs~SpY|&cLEq z3RFW1U(2UyjuOc#X|bpp;`6^ge~apPgM`mqPfps=&T{bnySogpv47TT`zddh3>lRb zBUZXgqRu8{iET|&QI}{p!oeYHLZGxF4SnM4Le#Q%Uaj^I_;2IYWZ@rVJL+kuv3esg zfnqS*Lh+ZvO-X2?i1#$xbCc$S@64^L?v<;Oy(X%PZP^D=dz#v;%jOra97osm{WYv| z)d^6Lw4tXjbPVJet*OK}G2$0*)%0hEy>j>N=fu#cA;+G3TZtkol!sas^WVn_sy2Bq zl6tHYv9z!0o%R3+6S`zHbah*~TO&NY_=(Da*S)Gsm1}>tV4|V&)Z!@m;eQ#ssDn*ORSBc zF~(M54F#k}@*Y#{wP1`|Eq1aLkkl1s^8}+ZTON}K zIuA6rfWzZex$5uf>E)9`CT9QlfsCA|6@XA8*R6JGA1Hfpc|+%8dzX8>-td#Fg8w;= LaCSIm?-B5S?Aq;O diff --git a/images/growcut_logscale.png b/images/growcut_logscale.png index d76fa8b4d99423e559f9d8ef806454f1cec291b9..6191bebfb17b1282c43f1ec694a5c5a95dfaf5ea 100644 GIT binary patch literal 33791 zcmeFa2UL|=wl#W0F`$S6MNyzsPy_^(Bp_f`R0PQ&NfDGFh~$hpgAyeOA~}PAAlZn5 z%0yKlTP-Whf^<>7qi`*v7st~ux0bzk<(ae6vtItqnC zFLmOG9EGwdfkL5CS-Kd1bFGby8UMG)?2wegQoQV!Uc85YUv~9`su_jCaGv~cL4;(u zK85lJMe4{w1#ADF1}kd?-PyUhYM7j!clw5_ zv}ae*L~wdJ^Zcr;T;xgrX>o^~*P4(A!!xq9Tb7+z=XT=M7Lgpuaa}J{x$CG4 zQPfF(eY7sV|@mtFK=t)oZld<_JgJSSbrgReCEpn zZ$86(kDbDiTPYM-uccU_lsI|Ed)Kng=lhG8nNN?KK4uXc)$_W&CPFPGD!_44zc4`j z+zy!lb8`_2<;8|YD)>b87XfKMC$G_OZ_L`cI5|(Sh*@UVga$2o`SPX5^XIWL5)&Uv zLn##J3#+sjP@E6>ghg)T*NZrKbMfHdpj?VU<#1}wjP%Bh8|hZAR623uUg5am*bcSV zMn0kzT_JSqxISN)XwnkdyLYdEas9r^*mKI7nwn86i7(Tw`r{O%m1_LEbFVMNusnG1 z;FZ4QwV(HR)<49bs(3Ava$(CJ6;+<~v8qX*!e+iD>M)C33psT7aBFYxE+;3a6r&nB z`S3F-8%w@WMzN7(}t_mxV}0sV0Sm%=PMc&V{p2@yDJ^J#%*@OW9hP{bzf= z8F~)Swie{)zpCo$?2PmkG&Fd3YgvANKG%rExra=AO6^6@6+=(1v$3`1+Pz!$xu``M z2D9f=fSA>p`0UB3zMMJ72D4)E!I2TgmQRlb@mLz^=3hjO>t0{6{eGLNBI4|}iK(fA zf`U^PT@|HGbF)^V;o;t0jhn?RPZvwhWsayVq@k&ZR_43Xke-q|K)%3Xtl_vbEhYC# zZe=Mg=A?b3I%ihVti4E4Tl>Ww1~y({Vc}hxnJQ#O#i_s9YGpM><2r?vk!)16cci2A zaIyH9znq*LyHsaqr$OE8*wNm)@b$aYB4h$3M9tbBty#OaGR082(1-u{`#bdR>|`FU zU%!6xXdw*3rl6Hi54DH z%5Jph?CH~wKDn})n9aWQTBupa#L61?=+TP8XL}Am-XvV5<0`J#Ylta$I;QBR6r-|5 zN@#>BTwqKlo%z6MXZi6{UOZ><$kbI+Q&aQ6)wQ~>A>(0IqoKq2_q)t{F5HSzhL}sciBvKlbpPKWsEAn_*lJJenCO`^@U3qH*Jb0 zzd}bx=f>_ZTzXtB?P?HNg7`QWAD;}Kq|&ZGD?Id+x4}?b;o!i)&ez$!b*a&Y)p6tz z$NCz`BR&@~JGPvOS0Tf)ceppTsq6b)w%1~D7Tr~oqje@0G!+8K6$drPv^&vANct+6BCo!#9*ss`(`1dXZjoN zh+O!v)Nd3E)^{D3!fx^X`@jDDdC_nR+dvwh6t^2ysSB{}+L)A{5u8J>sXTRx>BiCnWE9GjZ#yZ0T$wOe*3z%KI7SoFb zq?cto@*uNOl5Y8OesOW}LjFrd-$tH`+f}u-SH+$qmn#pG=DupArx!NT?%~16&&OA6 zT%X70WW;>ueD+AyIicQ(z(kv&Hr2Xo*RFk4OEK`lrf;iFF}(7LP13P`#flXI(F&0l z^mKJ=vWk-R%gKnPrKR2A+f1SCqxD)vLvf~Q<-2J&QmL$%ZEs_k;pgYqXg^fA)wQ=W z+B@B{*Pz@Bp$VHwy*1x6Nh}*Hm&ArwNl7Dk9<@3#t3Dnnp@J5rc+J?N=VIL$wX(KC zKZ}V$T`6o6x6|dxtlOlT9LApG--bJaUArQ~171ZZ8B|6c)jV$cwfox?SJU_RcU!x< zqNe&X;*Ye%x6iib+(o$YjP9P>-l!ZQdvNXc)0`HCyu7?Z?O&7=FC6X8F{yhkEjc?L z>?@!z*W5O|j$6s&?%lg1?Jr)upt*FNe&gOFxZQH6*`dG--IHTEbFuI5GIX0bP5ITP znwXR;Bj{uemz@%|8N7JCfG1ipdV6PA%pN3#OcL4;T(|7`w&ne9I`tn_uXInnNlRn2 zHF~&yS5NKA&HG*;6-1v6K8B!_((QWh-V^rT`ZwiqyCki@W!a?``HKW&7`V4?JtQI` zqLyJ98xsAtDkbkknXBY1rxYzOi&-)znbDe!&P;sF1l#?ZscE9BoKO6fy4Rsm!dzS@ zy?Hg{ZZ4)5upPdO#SjHrzp z?3kVyn#9_CD4rK4?Z+Q(oCf$#987vJSd1a^-0J$qvZW6*6^U6V&w@M@bC4Rf-(1su z^X83yWt3u9RjeNgX-Gg3Scp|EL&fVhY*6``B6{QehEU(P7UE-k_>S4xSs}lUcJ2;` zUHK7bgBe$?dQp>f$*}FK&x6O0Jwmyw9Py__iu*Y0Y_ zNbSq$m$0$6{wyH<@zWz192-&x`**E<6nZDCg&%SqWDG7c z>vV^P-y@=524)a7{c(%Td4RZGZKmby=}?_Kmvweo6UYp5+IISZ_museohdAmj+r0G zy7lDK(nL;^*VGKqxQCP!S>_e9VBzA+xy}pnKYuRy^mx+<33Yh1v#G`n$xd^Qw2Kyb zbOo3+q$`qGh^bFD@09anmM*V2XOgA(GJP=KX5hz1+n-O5pR|z1rQO*T5wsQZfDg_+ z7*gXCG&P5GXMk~u85+D$GTL_h=3Fpj{p#sTGaCbqhh@_KG+rDJjV!Zd(y2j*-JAPhQ?O z=zZ2}RP%&fp|7B)x3}_-Ro%9IS}H2fu9=yooPWPKV}Ld*opq-gmu){Wc;V7B7E$vPZX^=a(i-^*n<(k&>D}-8;#4@@8WQ?6=g89? z2ujWM^ZRh|%FUcowlgEuBUAl3=jxIWb@I96Jtpmqjg0|g%KCHWj8m_V^W{vx^x?mh z-_W43aPf+S&gBdY-sd;?irc*g8ZtT*h57aK5v}fX;*dhnSGamLVLhLw5&fIEkv!Ey zyUx8yI1#QWLF`>=UGmt?aH%8nF$HIQ}oM^k-&I$aU~XcYyr*CrLviUdXi(c z<|eDxR969$VDFro8_$!ZqvsaBQhTxC*PPnKl#WHux5N+eODGg$@%Nce^V*x^o*@3N z-gfLVe*dJ5j50#Q@a$ASVwRE%FFi%})3HYzf*2&HWq~qmrw8&{+uFkVv!~8DIy#D4 z_B`7!E*_h7nSG~(gy!M9D;4eSGX?j*QBqU$t$lqZdS+@YTDQOp3)S6ms#lm}`}VFM zA0GmzdEuhxt<;edlMSnRH{Jp6wbp#MIAcm*cXu?2f%sQi-grPUKctDMoXRUBYVp;d28>N^$C{7h}sRTc05*$VV&1Dg+;+ z2fD^;*T>p4sEY9s!VElr>gDerbLP3|PC-FM05e5IXI*xMM_ z2>MMz5%@eofcQixzCRL3Y7)`tXIq=z(5>8e5;}8ZPIKYL4e6afzqlKehdpK%G+;L| zF~PP{IQQD9^y#+a=7T?_x-T71Pd~i}02mm{72l@PBMxA?@*>U0H0yzvBFIrg9i_ox z`o3-0rC$+mhTh#?zA|nFMYak7`RiDdQ&Ws`d_d>-@8=gUUhGSNug}w`=O@R1DuF>B1Uxg7wQ(ExZHvyqwEz}DLO874%pI!>byPsnKd^&wyOWgv@2r@0wR zhlX?u{$1-IPE^Rtth2QT-k+#9EB4v4WlLB_M#jcftF&JmROSOK2={*C)y({6gkc1v z(OhK&DvFC&V@6W{N z%ueodxN>RWD}QkZ!iG0C&8ZoMV-(6&!^9=)Pxdyyy(wzd=MOB<+X31{w+CAS7(Gcp z!@Se&WpFTuRF>VC5FILp4cHcQC!EuTZ$D z0!4{V>J|wM$Qhn3nF|5HqxA}Xqs|83IdteyGJZTHT>kjcql#)Rr&u615+F=XO-Yt_ zb91YBedU~AB0w5J7t_E(IZ7-{g;t%$pF{a*DHjdVHxRf(kd-2 zt&-08o|!#8c#4#Gq(-x~P0!5CtVlS2SbXR!KeMQLL~sFE2F}$qF=Dcomaogo%M}5a zfbXQiR`Bi4odj^Mh*IRv8Y&WF7Pn0fiROPrN?k>SsZByg2`+^N1@d#VGXz6BO!cO| zQhAn%gn*YZz1%&qC)j->t4oizx@$R%c&ck?2pWCcZRiL18(`D6@k(v76yjFWYX&w6 zb?^@g7cOl5zK;6ov`}>x4a(+Ac$fi&xiYKqvS## zXxKT{4YcHONMU;?*wHASC72^3BEnCeoq8`E!(e5)F%XvK8#xy)Qn5-zN-4m0k88kg ztaTE{46{5eu*!5vCm#+ zT4uICIBh6l)0jrgNl&gS-5b>e^|41{X{V;o-z`Oq+~Ia<-;VY`rz&ifE484Oc%%&K z(-ODk(@>u%;h?hxQ+HizJmAm>idnU~SFc_%GBJe%QSRKm``4W!HWrrH<7^HJ%a$z@ zR^y_6$a2k^H3SNAiHg>ihQ4@|xTJ~&=|~lcK9zU1dZu+E>TeFIZO2^{P}f$zJi2_O zyIKZZNO@;@I1s=t!hc0ZMm~7>FylM(1s$FKNsDg?zAn5AoZVaOXbzZ?!Sc_Tu-m$K zuN>Z}&34G}6}r;ZaZUEligE$z<4o86_}JNxAVRybzu(O+6{erRdj*TgwIc@)9(0Q< zO7q=){)WWdv{`6qXe9O!(9VN&^UiAx@z3WzCSpxzNaRwV-$UGyA!}&Q!tRw8KR-WR z^LXgjuaY{GoY>SR$BakZ^Fx#-u}I}=1j_N+D_a>TE=bEFx9{8$OVYMtv#BcelA3AgcgXR$s(AOa+`)O%{tlopV58_U3 zm6)2i$&v1+s8^I1C#FVwr!+E+jd<%kl>VnB$Fj%(!7%`S(XX~R9AJ`G}McZe81-Ts`etGhG${LMQJSMTX2 zGUl)}0FYG#9lpECmgUkD>^H)rmAp8JIp;R_KffV0A?oGFygb8>k|6w5`HO=$dnW1M zC(Po>DU^D947nPj+{xn8-pVX|Hr_*)<|3B7&vQbC1ItZnSL}Je`+>hH0MTQ=K~Wbk zwn4`AqoBIvrpEe}4;;vi<%vE*7d=5J)QcBGqLkwuA5tgNIb-31_5J}?A|?~#ll#&i z(P&h)`q^ezYufdO1r%@e3DX}cmL!1$1eCF^6o-;ZAu7PZv9X+wmE^v18-m9zPEq{x z0fK&ZcXNYeB)EGRRoq!DaqsBpXwXrH<*D`)*9hyjV8MdH;bDc|+7v;(uNyGnjN_t+ zW96TpZd=F9%mq{hB9LHNUr~#w!hH`vzWnv;7ftaV01y<&hR=ayN!`LB1xCvK91JKcmjSzcUH=K^MDY%a()Rzkdh2fEvr2S>W;uWG@ZyT^#AG zWZ=?R_AFeUR(R{yt&SE~Nu?aenTi}Irx{dRAQGOk6P`}=YO^z*$!N6T!TtM$LY$tN zsZ6>gL-GsQwlcB)%wUdFUYCKmxs>DlEv7*=fu$4z~vfYV!tVyGS;DA4y8P~iz${;@cgjYT71z>O_IBO6s zfh2J3QcFI;tsJM2q*vIZ=>!0%hNwoM{jXnFXU1DxCx1NTBSi*S6#2fszM~DsguMYQ zRZG77l+~_h4`|xM&VKojF+PQmIe?{8d1V^fH(|qQT z^XrQ+%#Or6brNPQGBkwWJ1#5E9yB2-R0VUnI^Cqo1q81)AJ9m5uA89xP~M|59CDy*<}0WUSFnW|Ocn;W0r=i6Bsn?R zPdzdVY|g23mAo z(bm@Xsnk%L*i@(-DHobMJ3V?MjDBizvNq*Sy5>w5x3so(7G2$rg38L2&)EnEDo#ZV zwS+AF;=Y4vQtfE(Q6l$JQuzZ8Ev^5A0mL66Tp-nAqi@>$gcl>2f3&aR+{>ZY#tmw2VC2fyJRTbwDlZK_ z-dk%1w#%&jOor;g37Ie4(%;;2ywyN$U!R%i)lF%y9jUPACt)4|9k)KVOLcT9d9b28 z_-1-U*quljAg|OCw6Ak1MumXUI20Eb*VUAhBmH>~N?|EwVcz1vNb^|eV?;iw3Pg<& zi7J(dQp?x#By5_?^HC)<%YV;V4UD|LQm2F`sRSMx0V`ZLOcEDaFJNn_wp}?~03@Z~r z`V(#f<{h$x$Y8Vob)D7z*FmYWn+y^W*q+LSe^|`G8gumFda3mEfeEM%M34m1i#qPg z3hlBAw62Gn+e?T#Q4Uk1YOgNdXa54=q~$mfN~k34!tS}5oVjqXUFW#?`Q?G-$}v}- z?(RCV-Th8;8Kjm#mg)SmBhUlOPsq4F0=f>0aw)@w1{%qKdI73p65p%@`2pqhBxoMs zK@TEn{`f&Oug>dBSUHDhzXCr)Y%3*fGf7-n3nYE6=T(nDLE4Q#n$>5g8oKz|Aw&V}aVLKs*|Lx18^U+owkxgE8d>VAIJYgS=)(_M%<9*kJtEce1t$ zZ2{?sYxPr*7nDp9)B)^o% zH}UcD*|U>|A3uEHl#tM5;?wjvzky_(d~ZG{jd;b1@pnbShE+U-I`$Q_ibHJ>IXrAm zFcySzollR>DkvyK#?xc`(w=j$vvY3Q@;$6KXL-Bsv)j^Rl(=#P_{wB`d7!J<&*JwV zZ1Vm)pq|+}I5J$BaPWQKx5D?=GtNroyvJpl_m7L!KX=^-c#OzWg13#lqD3}A{(Z+y zriqfj0SK4*`zq?cH17o0PF`0Hs8asF^-~<|Ay#qor48479p=JIt>~}bl{#@k7FY$? zhDC#pd}aP=)Vc58z1yrojfl-FJtfayz!t#FMFtlf+<0Nx7V3>q{;|2jP8;=zuI^4@ z;c8NkeEfKnm6g?nH~7Pin>Teg+;Q0~BKL9toGX#-3BrXKxHoQP>Lws&7Zx$Dojbpj zhI)KPi9wLe{k1y`etft;f3pX6uF`(1k85{^vq*NzjdC3Kmg6+BGD*2y_9N`J3JQj5 z$=Lx04i1h^(3SaLzbb%4fC%*xa-}+09ORgspz7T#TD&&P`TrIE+SOTjS> zE`lITC{|)LJo{o1*){UB*@c~iZLCF`c*0}8@@R~R`=r>Xh0gjD; zz31lRi?68WH)-5YqykSaMK^%`8#iuLWZ7APg+G~|?ooUpkrO;LrV3c0N)obiV!);E z?{0(bAVn2+=r+VQ6q%=jYWVYS`j`aBsu{WfMHTdi83zkY~>} z_*JVz$D=YRt+Y8X3Rw+Z(jFGiGsH^Xu(j^7Gvgi6Pb*jInOV_T0Z;Jv%#_JTcKLK;1Hp z+a#*+&@nJnN6Lo}w@c2cqSCr%VNn?#=xD&-*He?k49yauAnFjFBuq*Hli+Ur} zvx?ht!l4il5D*2Hmc%-kATkocn39j6MADvlB>5|Mp)b}4UUd8C$X5{7w9&2~ieD-g z;RR)WECuJf<@^bhCD0biJ-L+`H*So?7GM+^b)C}68qDWLjPxZ*IU<4+Dg5#mHx5E* zCZhzM!3{r!u=ce5Yks~Qc)=8?u_#PbAUDZEObI*f^Ac0x(WN%n9f_SqTm^~{u2CFT zBa01JDr<6Laj+;VV7z@f6)h!Wwh{J`f=0gkb zGih2MLJ zraO7!Lps`Dnm4eVBZ(+&zh+ zW)%l(O(d8qQfW?(_HrZ6z#LLt8|dW~hLn~6{{3N@{R6i!Z-BoMxL!UiSyaa z-V!#?*}8Qr@l!zAPgBSPsw{=!BL>xiO;^QE!zrw=uh5N&<-;U%;7;Kl;HKS&4;?b9 z)pVM%fLf4b(v&UK3!lv%l%GU)S-Ej<$Pq!s7?si(00A=a^ZE^x-_z+<( zlNR+59k)s`L$AdGG`eDCYFe7npG{UF@rHa1*ul$t2D`}?H2alW=stqfTK3|GJE+Hu z^gjF?8XM!Qd;>C?ZoiYG^c<25-G1Y*&-S1wJQk_heJtzOyX6G!ja+)ao79jXo4ThI zJbHSJ9A+ol$)YF4i(fV+W;hof{HM$|_Y&+18M)Mnz zFZW4$t$O(zpDKege(>lKOpI3kuy7UZUeVonrW*PzamzuEvY4H=@#9dfCKa>eL@N_5 zE$zAujONg=6$Hg+hRY|LZ!%Os=oKIMu$DMH5Eh70#G`9}S*3#~@q2)X>Hu{kbnqVg z4AKNGYxT>c59M;I9&>d_+`e@SZb}1aW2HpsXZog29E|Dq6R$9wJAiOAW&vBJpNlFI zgTiY>Jv9^orGz5@cI-AK4+*&z#fTA$U1u2w_Wdd3+A;(nWo>$7a>7w**nwrCp`oFR z6^A|~At7N2=aaIxzAwCL?noZ&`rygH>B|FpT%UTTd+Ad5S08@zCK4WdC(+CI=-kPk z89g^MJye{2_4|#&#A?Ttqy0_sL?wqMhSsr7%(CY)(>TIR^Qaf-5pXjwDvG5udhGd+ z49SXcVod67%FzO~$z5qWu}PCu(fBJF zY{iV2?QjJA5)W1+Jh0;%itlutJIg9?`H7~(h~h4lgag}-J$hnpam)+y)8tsc35&Ov z*LEpldE71&pnjQ!ws%0Weujthsyn-Kb@ZGKD!P={u(A=l06gT*S9egdd@e4Q0U7<^ z-n|l%7IPOeZ~_k#`~%2d{-m4)ridQJgksHO*ZoHlC8*1+<#Fc;xG%(G?D<`@)= zZWqTw-u(DkY>=;YWBm9;@6kfX{C+VwH?Ge>@ZwRFh9Q_Q^Vbb>WSUleRFM$ zR&x*hu6s3UeVgI!$=bYI+Zk-Ig;FW-a`ntEJp`=BPImT?&pwjG(}0x?_r)F-3HxtxImwVJ zl)&s%pjLMn_{c;+7jeiCzvGmKx;ov8(}UgKArcOg-$n>=T&*ZGTRuW(S2)dK2rbFd z0Tt}7!Ft+;aAKMRmPgIbJ1G7n1Xbu4=xgARUlnalCo%?mP2uGjrC48N!epBvJ+cF; z{s5UDV~>qw@GT+8vcK`l^T(}AVR5a(6DM2sH?DbHJhyrO?0Ac%1FgeK1TgTbe1!eY znVZefn0stbCZDoz{etz)+6Y}GAyV#y6O)|jltGz&?s|(CuSOJ9>2pr3sH@ra!Msnx zRTa~Vg*G|WG{;*mFaq$$I5i2(d=~rvlM9PsQfdiG_8327?<1f(2-Q;^;O-s_aPkE) zP4h%qrE~)vys=-up3cx29BavEFdif7*mn$U`H&IAG1e^Yyk?V zi|i{bd4d`dZXG6Cy}L?+Zo*lm{?afF{34=jJOVX056@}LqbzJeK!icWa|DhahUYko z>B9`-A;kSmT=z}cS^M|zuShf1A>%=~0g@k3HKU>=21HToUoU27`kkUNPoU2ZM)sS+ zJBK7{ss$m-cdTD=cK{ z*8wSWX=P^;T4`=}EQdgA02%q0lZ1yPz!@wraSafYGw_)7{rmTcI|5X$VsrUA+{+VC z6_r6qZt>eqCYeD1+&ghU*vN{&vKGKY#M>p~G%0^yvX~@!|K%VzG?nz;`dNt87RDI@ zvSTL(5)KPi7RZU*Al@Ll5rrFCPdG{=2141qs^Vi%8cv95 z9h}wok8pc+A0oV%y`h@HL!F$B9jv47BeiD$IDX7hezz-$nEUL2QD|lDD z=e(A)9rzBW1tmniSERasF6pG{1_^Zu@Ci7{_OeraSs^4I<4K4Wf-E%9U5p#Gv*u=} z2r&;^JKIhX5mgMq0~ePn;I!7hKFya??d|R1$VZ*Tej?mt9}HKJ*1QeIQ`5GSLwva8 zFfD6)Yip?E%w#77I#t6w{duvZ!)KO`ISq}KYkptrt&Ta zHg3zkA-`?&y!OBU_9}GDm`)j!;7%dR5GCyl+&ECob?2yr8>h~{&#e9Z6NF>?1~?ad zibCPeb|+ube)#W79voL--pb-~)ZbilLxCT0PJ@}k$UP@U`p$~DL1;n{g6qP{d?%;Q z9ev-h;D@=-b$`=ts8hod5)!uNvF^8)1u>Fy)N{dsFCN^=XM%!)TzE;+=1}l$I&5lp zVe$IS542WMpYebxcq4Kj6v~;$q~qxS%Rh1Ky;QUrO3D{lZ1?Qh^P9e;)E|WbV=JPK zB9PnUaObx7yEkjBq&{id!!*%!NPztG(ZnK}KXDD2JQE=i6j*coJLL|dp8vd*R20`#3DP zz}bDD&0t9IDY9hK7ZPh5aZVwKrCg~K0yUVKYfAcoNI3h`w8gFuQ+GO|1@R+X0n*8B znV)XwZO0KcX8e)P|*0ebaD_}Iu!i5}Cz&QC|zLbJn@Idqh zT0yiexNv?Qu@gC;BSBkVRevzO=~QEOBkYA<-BH*WZ#&f|`$5+_?>z>OQeC3XU0^1{ z9{P<=Z#+k8r^PDrVW&$G^E+Hv2hB*KfxrHFZiM{;2A~zAM7qAZ(eD7?I<3TCAxVcXuP+<{zjx4)X z%`Gab<|;860qka+tU$ePPmgNWaji4sa@`Ud?ZlPz?ZeDU67o^xo%3D_b1ccxZXrOR zQSiVMJc8U6PM{g6H3AR7=7d*NC}5p7T%|YqLES-|rzSR~C*7ZV?n>!iIf8i31u)JvlpP|PV4LI8&pI*&7PaJgTz+!w3P%X3PokLc0&-A z|2KssKp2k^bXs|v9;LoZslF>tx*G9nu6TC+Zx)E(fwPplWhi~S?UedU8$+_vpE$lH zhBYE(CEOPyAA7-*cz>$lCTU6_ufHyoAT{W2$EboZ2G^hfpHVPun0VEnAB|}Y&XTgT z*fMh?_|!q{&O<)%0w@A?!U;(Il_2J00t)Z%-4RW0eX=HxgQ~lewkGn*ja-dJ%D?i{ z0OO%Qy=VVbps7i+bsgQ_TX}nUxeG6??jy=_-R*!@uoTWme#+Im1{+Fc>9;X=m3SRK zx!D`OF4;ROhp4hIg%W-Y-GBz5C72AO|6xm4je7~D#G3*!xx|L zsec-|06aSlEE=jtot{Jpib^$+STInd%65Wt(!z#Cq^GrU~i z60La1X4~A|p9j~cyt(F?_SJ=kEjaf^@kRIw1qCa62->1JAIpE*_GDXOP-dY`zVB0A z%gy7fPA#2Z-rD+%q`w%i1Od9=aZH7omTG9CP;|3@x&C;-m{O~qw}%tJH(E^F*IxCGWB7hmB38}e);@a7Tk2rd}@E}v8`~+ zao@u>enTFD+X{O2{o3-kJ^dfX@?YF#iu@1ZKfM6|uMEK7XZ>H?>2ju@pjk*qF19;q z9|p_l$AZpRyaZNb$>e_gjs&0t4;DzLFw*UV;v)&wV=y$mq+seQa6aa;QDt0{*ZUMo zpVzF88@RqgaZA1X9;?nR>++%U>ya!0Ymlq`6tC8!$G)H zM$-*ALQ?ir6l`W;(P&pOH&0gQRleCq6}2h*m_~C4Z^BqcT7WBvgaf4UL01r2jVFYKy+lLYZc(0=@C ztVV_sgt;f|NM1lX@)p^BfHn|LC#6K@Hw^D0S}%sypFcZXou-3H-H&0M0V`OIX&@#z z*c3i@k3^-VsZ2~vkkX$dXh>rnu=-U%Wk!!iD%(gpjv3(M;*x`4|JtbLB|t;KP$tR1 zMDHQ)Lqbiv5%UW{w&me6)c_hCQm|ooVQ}GZeyn?|F4d&k#Bs=v%@b{lcs1XBkvkX! zi`(N3dkz8dmhm|bEQfb%E^i3HaHQC2R-SO1a2zQpDvkte3d6h&#N@^vUv1Yo)M(qi z3pH*hx)%goV7@@-i4;+SQ_yNiToWK$AqQ2&s3r}Qws(SWNMi+n$!vr@_4_H3WN1)^ z_AV)WNz6L%O$x&61A?yn?w6u(=@!x8{gIMX+pT*a#o`yKZjfQL1`*xQpypL5=`4$h z;i>7h47{|6dQtL7Y#EDW-FP#4UM)U-%@}IAoVvPtR!d4A8lEn1HUzk8L~B0V@HBYt zk(2YGabjB;HIe_(da<3;>WcAmowzl|d#k>k)%N+?GC-)EsHmtiNCGqIdu(lN-oV|{ z&BB0IYSuZ}toC~N`cAqBP{EJ0iCKuq&l6@9B3`K?GOGNqPM=)lv~;)F0r^36M0WZb z#_gHy8L_o!u&CBYwM%v)IW++WuE||8=z>SXX*WxJM8s~^`9_T0n`ph*(8!Wp#Im3X zV@^~7Fb2c|(`uPPpkGew{f7^ulTIg8f#+fWlGgGEbtIg9I1{ExD;Zg?1MQG^J6{#> zmP7Xuz``X&H2MQ`roF;JkrD1!QB6&)eH_FK`|~#sx6WUp2AAOEs1Dd42|e zl3I`fA0E-w4V9>y^vRFPN48&nf9ZYM9L*WdL`uce{{jOBgFruY!O2kh+^R7WcAe#u zzTi-a3D*`vAhfnUY&(W`37KMLO5UmKRZ>;-xp8hWx4@%UG;+E}L-Sp{_i!^D5I6eK zXpXR60$+YS8SSUXSxd1FEucSe!Dj+a6XWuqi{jz1H z7S$T$JczD4n~Y`Q3JNTzEs|I%Poab#S-KJ0gIwchdhSxUQ{aE3U<@bdb!f@l0Rw67k^4F5CX z_)}v_edFFZTX5n_KMNjKcZPK;SQ@9imxOc>Mtktuxr=S^g}YTrIIxI#-LW^S7- zP14H)TTN7CQ_FtE%clh(vey-y^gHfkrw|f?y~z6%Z=n<~Y|rfX&Fs9X(Jl zxaF?^tk&biK7xI+4ptCIN0oM&a5mTGIOQz+V!sWR4%DY);o>DAhlk&+zY^lHeAS~* z{96`{Brfq{v)Rvzu-235$_6bG%iQtw{FrDv;Q7fBD_J#fHbB*tH$t<+&=G&QFZ(S%*<=+UEpHi@HWxyxy`-Rbn1dCa4|s|O#!`6=b( z>>VQ4Ldx}Khx=a1jS*c`;ETG^Eg{5Dwjj1sD;9PQd`jjmkA=J5Ge}lIu=qJ(?cw1O zLL4ewT=_lL)Ze6d9lox6e?KrKjZ;?J=S6zD+LD!FpuZXQL!+N3bLgSYi+*`UUv1_Wj{|8bIHY z*NZI}>QYE@!ylQnE<+`$|NTZY%~`wwd;Y9q| zSbx_?xvH3iVG#PySmwh>^UK2+b#y=MMsOpq+@p7;>*wFo*8d7D^Wnph8Y7|J#;kKV z8|G7B78Z<|p=+IykQej(C+wF4L}|cujZ}p{p8|7ada33L2%9&N8#HZN*UfZm&6UAn zN!(fB_&)wQ=S(cX#)*b;Z;rvhwC8VA`|zI@af$ac*dAefU~gx=FuNk;S8tr^x_09D zUx|PP48*Ptzp_@z8zH~KJpJh%|0E*tB(>z;1p?6q+Dq?!UH8>xeq^qmy}v$hh&WaYBWzuP)cseYJb1+Auq2R9j#UIPBVsB z_XNS<<-DE!a}OnL-y>Lx-I5I|xscJ^%je$;yS4G}ghb4-X3(7ER0*^gL_zK&ZcfyF z``h1mdV1P6UtdB_or05xbXa4}513t;zsmCC*DIH9Mw0<)w1VRA>E^aos=Xncc#>_~ zd@hm7N_?s(iEhP;3TWXerY*->{Lz9)#CLK!2#UU$LDG$nmp_A@wjj;FTd)bAjDae5 z8HTTR2XQLI!lhSuG57gV?~1aIfi7nIMI`5wXU-^r?|I&m!v7kQWxPMYFta-P+71bGQ^RGp$oeH^}D# zzARtKyP(oM>vs&ykhRqL@z_-Bi6q6EvgdugM<%L-=IX3 zFCu*mfCp-5gt2fjL1U2{8bK}`n~xjLbNBG!jj;bAc(oM=nrucHNlp_XR02$H0v+U; zx`81}&{D@dY(xFZCq+gbvu$66QyfcelY(>ezJ17g`V7sT5PKeR+<>!E_Wb!E_D%q3 zMQ{*=cSn(Ah|EQFc$@=}eD(Vw(5GlLNqWnlI8SBgdK(CvUs^l%$(1JhsWnclf}`LM zDFkw2)&mi;9kmG2s6kr0AqQ_I8aFx54&cES-8xWb3?QHAeWGT4%0522m}6TdCFgDw zEvKg^b%mf+pE}!)`BZUv1AH3uL-ZfQN#dz%gzeEHio)aybx_^V7J^7j7%=6)#JBO2rO zU=6|R+M=UWww33iMWaD%V}_dB@Wk8Vb!%CJL!Pm>3~Z4)ED%z@D(S}piZ&gU7|lI& z$6WNB>|;l>kCUyoONsPC=)6ey6!F3w0VxKL4b$5OL}p zykwnmCN%To_@9%~(t`6j`o+_0RE~ku#4O;I-bEjlB@#!dGg~0iD;n#&R*-Hv1HagV z$g(wM6}+#WpFAVbE4Et6Lph>M5x9ure4iTWwRb{#tcYSzisZ^X33Q>CH;|F_I&1RN zsPuE4<;l6@V=j#@CkMAXj1@4abaffr_PE>eKvNl==I;o*x>lBO&be|?(a{#Q4r))I zZ(FDDDj??4G%`6i_g)o{RsEbsR9u`8gzsE-DlM51Qlc01;Bt}CCjXs+8W(QrQ7-2L zU6O@>*Yu8m#a+(-p4TUhrQi8M-n^>oy(an`fAr=rd@ z__tTyKVsVd;(f2bXh{*!{HHg5zo3Wn*B&|)lz^c)kfCrM@>~u%@&FQXi4uXOIS>$fL97qy*?h%<2V97s#bkS{8DuJ@7LG|zp4m?f`i zI=+4}IkP0E+Rm=AoUWbDU7qBPs!#uPkpZnzDDs<`^;=i0uqSAbuegH{2LZrcL5N`E8b^=be!%^3U8A`A>d~c1E#r!(QWT=(3SG{N z=yK?CHJ+{id8rlm-CR$;E$n{6@d%sfHoZLOqaM-qJ%koX;1n{=8zY1$4195Dha=YG z^dAqnhsn8FC={_bUgM1k&(m( zV~ktKIpa4+;o>5cr1Y8JzeGdFGp&v8)KU~NqzC19aq7I?nI?MmKAf8bgIp-;?nNLMkjnBjB`(#Q{F$UB|_3?hhgg~Z33Zvwj+M3|6S!UJb=CNN(| zi>d*-h0#%)3g(+#O31I*zx@pQ=!^FcJ;HN@la}t^PAOEbm;Hy}irR_86oCXuTaalc z%6ro1dhOaPy(0h4Iuqji!PVzTVc?iPK5mV9rdsA+8=b|OGQ~EHxMUdV5<|OpNZ6U@ zIN1S3Ghu}>P@6cap6$^QK$EzrR`-B40ivL>0<0{VsF!u-+r2P)_0na_NZrf+rF$e` zER#6i;808-DiV9F0|JHk<0K}2u4UPGwK-GEu3Ez?G9uyxj97F_nk#)<`YdqkO+0MBo<_kZDL}raJC* z#O3bo+Z$blL*|2mP=}dXgIn*ZeSX>&VaD@2DS9lOJ#fA9)~&mDqv73X9C+}6uElg(ps1jDy@Fx3YVg~KOS*3+ zvPIxbuP*V0{2*lmnhYZmq}k92X?n1|&W zQ1`j-r{W(O7Y^wN*i9Opq~crpFw4VMLZ&9uSkU*eHzPwrKB#O>yYP`tXS5uK&S+R& z2_uMQS_M6TG%LaRs*jdGJOf~`-pxztgTl&DS6pAy&t@uB$?fut3QIAaxy{MFQ+~kZ zf=&+AU3GbB3bBpYwV-%9v45mOo{MuI|4^P@l0J+gk?(Oqy&ut$TJx*?^P&?;?v8W`wwu$|~jef4jM zY14J>{B9Lk@f%bACmo!C*(AX8D;kN44RM{@kNdv=QwhG4u}X-AQRSDrAL z1dhY&z_$5iFWcC*U$^k{Ua^(-e{*2`3taw>U;{~ckEXP`bE@EPIP-F(HvK|$x<<*ls4k$>=xNcqN zho@_~rlL+C4|efo$x~3@QPeDY-K2&2EK~KexYZG^-A6R=ciD41e0;(p%j`e4jo4=C z-96AUNG!eRq55+(>>-Dtqhi&uTrp0eUC&$(Q)II3hyghg6X$^Z3AC>vh2<9)SEC1k z94`l+Zpq)D=eOwgpZ4XyLe0%vTP!ma<>j}z=IK~6Qr5SQ*gkfuHx{m5{$jP+8+Fp$ zg|ktEmW$?$rpw~jQtNtK%qhG|tgaY$p1U;5)0SFiX|^;iT)1!@=n-ei>?F-TVZTDX zX>tyUvooc#qT+MwH6IrG0}Bg^iip&V9mrVPQ5nJ5h5Zfh1FjJtDA|XKZXAZd-ziC~sVOA(;ORD#?XG@!#7E-#Q zisH}QKrO`Q7;=IqGA{9mi<)=*k>s z#6vJjo<+wmno6P(t@-8GrhVRw6KzRPEEN-+&vjjMBu7{qT(nR5cXLa+A846FVs z$P*Pfgy}Jxq$bYrnV`*C+04zTa$q4yHyqnE`b`HV6TvqjlR1pp1$s$fvp+vm9BCMW z_KcPd0pfiiy%?ki7-uqp8aYiI1?U9pecw-a;P80R&C{-V+v2OaUGwDo>oImfB>8$t zpdv0+zuIXO_;fb=E+5@IwIWo4U#``6^k3^W{UD+@i_v)A&t-dUpg^ zAHrlQqWcK$lD=*emRuRxbJ|W*#co}U3MqN`FFp{&4D5G+0BDb$^6+HvTlCed!arMv zVbsg~zTbX40d0nYXl#R?3e)IO;{GSYjFx#dumt=2t!bS_KqxAxs9a_&OK}==cX#(h z7d0BaPDITGw5YRrk)r_8C))ff(fmL`Cbqzq zp6IoLv9|*~ySj^oPanNbJG~T#KG=4KdXrwcHx0&+S~ljKMjfoEp#jOEnDS$GMG^i2kX?J}LbCbLD>|0f`bJ3~lMe3mb*eB@Lx3*(74%Xz7T{ z=#xWbfmXyANp$Iw|JDIG=MnUyZ7MFsvjeLTW2bO~xjT4Nb}6vLu>eDn1l%`{EOoZY z&Ik#Ao$Gbcqa4){IVF)ao?xGCs&>Uuu#o-XX?4c%&@%FrBn*ehDjk^ zSJ2r&lerlU z<#QsvF9`mja3Dp&0YSQIAhEXP^|MAmHcC678Ly0e=T>w&rvWVzL{>w1KzA)CPV_9R zk>MproI^S5!r9st9Ny|LG05b z(Jfdng=p%JQLRWdY5KpaJNLhw@BfdNInHR`nXMdR+ojKjOb4>0G-K0%_XG4h1GCpETbMcBMae(r|@%qkU zRfPewpDep^HzhK#og$mbjr`;Fk1}+X-VyJM!urJq~%y@Isz>IV&!*9|I z-YHA_!hvb8b!Ur8T(mTV0_MS&a0Ee>Y6ql-(N)L&nkjD=F)(nR`~v`lVMdhF4+T*86Wjd%kUBJz4viq;R%Ov zm+WM3=(fm_-V|__vq)i}I-w6LjI5eM7$-$lK~pS@?rQhud2mEUlP5Ae5D!-`-gQ7L zBYRoav`WpHvgd={J%6XuV?NzlSD~}%!(JaW46i5|c7N$vgHf*VxllLonUIf_2`@|{ zF}EH!x$G1{gVscN_&LMvlDz>=t~K^bS2s5!Ww&!oDMz6kW0ScpBt%}w^sbKj!G?x@ zV;ecW?`3d0aj>2u-g;cqSw z3QZ|rPC$cf-xX1xohFSRqTYb^FnwUiG$D_qmZnt4pD8?K{5^$i!7G+!}m= z=7G(=f>~l=gx_MJm2Qi&&S}o=rzJ<#PEMh)blB2c$%0qJ{Nl$4=r!>$vXE$H;~X#N3J6EtFRjT9nZUJ{C2OftkSD1|dQ8q)KWUiQ?L}~=L~dtYMY_F1xQnlqcGBr zJfpVhPAk>9N4wc3LXr~VzpHDwxbi-6$LPprWx+dB)6;C+oSlC~3s`wJ`oo;C{D=2y zQVX{id*lRDE{e=7;quEFGVsvce&36wPL68Vlvv7Oz`1i_@W{^cB(k)s^v;@e@jXjH zl>#!n37_H#1P{Wza<&tDEU$$-;WAY3hEL*9RH8X7a*|co2P$)=vJ!70T+6&N&Jq$e zo=w~RJF=bR=};B)+WeEV$I`<5e2k<%t8T6xC(|dv@5{5JE?LQ3y#VEjlr%){ZZ(ub z)RDYFvk6Ng$(8btS~8>)vFR8aoB4n}H8Em|CA|Tc*4)m%*}TC@7MiHi!uIYx7TncV zrV+39aV|5ArM>Ia?W;*eh4+nmjeo1x2m4RfKkP_U>yUIvfJ+RfJFmPH9vz(sYtWhB zi%zZ^q6rOOWPc*W>*^@$a%GaDh$@|WiP8nrg}L>uVJPItroOdX_dqD1q*9&!uFYr? z*OxeEV%@J_|NgVdMU0w-!Nc8W;;*yoi8$XY~Oy|B6Aao zQa%N#Vuq#v@UH<_~j4$dgR+%%P&iKMr6eBM%y^U z`)xJdNA`QFKbJl_7MFIS@cYF7!OC?HeQ+{3BFpP_>Qu?6n6;-7BiLU%^HfPSMM7K- zl@nuFm;mZZ*IXYiCm4Y_q1^HH93-(rvIK9t=|MAY6Ia(lJ1n^{lwITT*jTOpKf)p+ z;&B^y7f}2}g41#?0Rh2TsqB~a%a-159!v3*-g^_3itn=H#jarUrRF~b2E4$}DyG}% zUwtLYo*^IuB+rZN?wjD&J>92TNcBSOmVKclr_{}YpJQdJE&7;iPAJy~{<5m<-9H|$ zKAx16`&|U5M~qOKE)6Z5S0V)lT&E+Ii`sR}W-a*rh9%?%0mFGw99I`7pUBP4m8oyF zICDj-11Rrn%gJNN0$09e2};q$x;LJvD~U!TF#!!y`=ZOXwcwp%&OUXo+h&8?h`IrH zbNISvdmSi*O>|BT_qDgPlMYwAf{9=pGD)$KQ{lK&w8>3o!A%oXbvAl%j!S!y?K9r3 z&zJ44da>d5|{KS{nO1T%BUZ0#^$YD9Lf-T*! zlY9BKMnGp+e)BJ0@uUONEDoEIT>ei1+oz-y?{gi@k{!K}4~o5}=3{ZCog=9fb0hT% zt=nqNy2~p+zl4Vy$_I$Lowaf<@76+3GoAKzRKk?sxzJYPnRAOQL2Df;&0ciptABJb zMck`U1+1wn{Zc*;rJdA840@xaYUK@6dS@NM*j}Y^7#DZp%tmsqXwNyT%r!Uib$>zC zGu@3bE7TNMP#Z?9Tl(9_QJ1XgbLpn_vks=sOCz9N!#S&Feo5WEF-(is%aWh5jAPemr^{PUihbrmzOciaK6P2)ccVOKZ?3PLioB` zoxvHq8fW*892ipmW1mRufr*VNWy2TG@Q$t88y;>@xVyNbub!SogkhgPeFQ9zZ9zJ5 zzKs-ns^;kk&&Xy?WKjJ%K4tHJLlr@xzqsq|M_-9|O~8YsTgjo{748La$<+@4@BD_D%zc;kK?VPY;Sv>ZXK=Uq?st-v0gaktD89OIGA0Kq}npP_(;57v;R45estCDov zR}=oLIhjEuLlmhpp{AAR3x+=oYFjC6Az7fvG)OKl2u|(E_+r~<11ugauqwOICz8vV zXpwocw5B?BYqk{W8+L-g;oYI}yz}XG-W|$hbMW9ooRnT}0;Hss&}L{d-BhOoDC}1=?#wgCedP(Z*ApORdgLGZ^vhy?GY6O1X6253ZhTu3yV*33^)Pt9>Sq6k`%>SE8jXLDbn(2{`fPIX0Q#rzOYj*#>Dg5JE*4fW!t zSFQ43~zI!A@G~sfx#C|hx z_7p0a8$h%b!;OXZo!tA8zX>z8Ea<0i+GGLqg#~2uZCV{T61|`Vqpo>m3piZ{`GteZg!!Et1ICo z?O};u>a7w|X?=oMS7KV~uDGQ3@=2YS?wDMC%l7cdfqJ`oEd5FE(}8CD24sgXnfXF* zPh39+L|6MD}p+j+|Af1s^&z%RWy~dL{6m%(Hk)lOus4i`)9PR&uA>Pb?O65 z@A5lK361(8e=g)XS`u83&Rd%_wh_w3`irtka)fa8VuO`-UqL|H@;oDc?iWyOO|<${ zR+J!28ppFlo1i`SFuJ0ngc;FTg3`1jL{w6#%In;}4*fJt4eubQ{vaj!fMdZdMMR_!oxa&qDi!D6i%n`KIH zH`D6-KfO5^iq_a&h2|B|-HMictI{MC&Cr|dlscKsl#N2`JWJc65 zV+u8hcZ4cNj{T|C@0oGyanr_I5X@Hcqd5p|)oTu^G39FpKtBpK(Ow3vuSLis;BNiA zq$~8SA(sGknZz!+Vli>zewtJ>vZa4r@dTA)%@2!sqvZPWG7aT(m@x=2XLB2S@nX@H zWcVsBgpRX|hbaJoy##V5PWCrs#YuYaqvpYKO@7X~4Yqqw?X(q8Ld&XxAmrajCvRymJD;CnC$C5)@7{5*JG# zzAd4vQ@t~^pQf3+v7E8i0FH_IHfxhQwN!n?rEB?u&NpxY617_URG&X=qE#xDoE*^h z{#9Pc&)C<~HY8=eHqO%AshEvXTTXrCQg?7b63bUXg;FxdaubtJylk*In*M8Wf5qmm zThyg8n;LCyo}aLGcMQUUP(-7GHr!z%?eaLUl>Eozdj%&N1e-nKZpc9l$;rv_r%ol8 z72+)r0??H!^Mt|R^_kzC2+whQ2|jhk(;!xM@IgZQEJ~c zjCXESG~UqvB>K)VY-wVO!~?VUdb#93$y4-=tmv!hqh~S5N_*DuW|M3}(FSse=VyTq zNnMSl=|_vw?-h;ke^poFUYIz)kO|qS6sJN_WH^*9TNiUq=&lE6w z%Y~kiop!G7wy_GvM{=l)q|=y)z-?XDf33YF-UzOA;K`NqJKCM9blcOw&kDL9E|oL! z@}M{3Ge!Z8)bNrm$7uy4-`pa zJ)o2xTNDS#8W{L2XaGF2LtY!nYbixwd-!QgVVNo?uqBkLHKzfpu%;Cy1mRe5PETM2pG*`ogp5o((oNm?{P5W-${0 zbl9JdXQAQRIl?9ZDhtIcA%%D+(sk$M%i}l{?Jyo=W!;HHLTJ2*fw;$%%*_b{lss#5 zkExcmojzf_sPBV>v3d8kZja_CVBKWm(EUdI>tAS%^by$0n1fNiu+WBYFSvJaIq+7| z?4wDVY<#9}hWpQ>b+#Nmf8I?da?%>Ip(yTH&OMNFkxwQIA@!G4Bmk*c3A{0){1=RM zy+IK1tJXZTc80sH(dLX-+@uwZA7zXRa?dB)lC#DH&n<8raSrc4aKM#4stE3znwn68 z=fWC(vi6c9E^D-d&V>s<{nVRs6`6}2iSQol7%o#_ewgyuY!x2i6A`m||VA%7jE zZbon;D~8~W1G?&4PiO=5cLq-$eLBY&beRwBCMuYG)+(a%pI~k-Y;3gd5&6YAQ_y)) z6mc=V+@`f;tv1f`xzG}Ga>T_c$c)DD_edYY>`ooo$agJxGA{mKK{`5btx?+9y4=_^ zD*1L5z7SEmkzZY*1IFyMRq;?!mDDA6jm=c7>Gfb9@223Q$#uAX^Jjj^^kaE@%M10k zqj^>NEV|5>+zj*h!c)g0GCeq9$s7S(QXR3GK0+#$<^>`wySZ>!NaD z*n5a$T6`GGdHD_M(NLc=F>@3C502sa=fE3d;zng|!ojzWqnMbJ9vnGHM`zt=1{SbZ zMt}bKUIp{LxU(PRi$RpCmLtIY+<(Z6A5ytJd{Ro<&|L>#2Y+|%+O=gY52Z>1O~;&M z-I$Pmk4D(bG2)#wR|Y;+8c%s)dEx=9;aThpW#2AG~fpetxhQ+HZ|eKtozdomUmFyZ4mO$sf<^7vC+yB=f)zkdFzwI%7mnqP5%CC2Gz82{=zeXPVwOiDVkZ9^B z|M!po>;KXX?fJKHs>hIi|8Y*}{6F}C=el$}?~ZO=o;h`|d`ac>nRW?ZF8J|(0U&2& AF#rGn literal 33673 zcmeFa1z43`*EPBgY{kL`9u*W2K?OwG#tkCUA)z8jcSwVe9iT`ED5!LUfOMEBDczxn zG)PIqKi0WU1wiD?~Clc?^yR*bB;O2n9JK|&xo&Fwq+TGLRm>YbzGK0 zSr|{D%vWBr2){A^&b$Txx6tA!RelLx4ofcG!rzygo>H-(Q0Om^|K^2@h3Qc!zfq{i zkH}wn($i?G=4CZAJKJtWQ8`L?L{erUL$$9*c;au?gq*S)Apy|+9x+;`G}mrrV55g(no)|%L6=9xpSo$--Z+$K_+jhpU_PCBZ$ zTdB7uuZoq)Apq@=fprB zvr*mN4R_zXeak5CHFU?_-RJ$q(oEYS;|}2xvDr)xg~;Hfq$Gd&%@hio%xv+^}^($ld$^N1}ahWd)e7Fq;zkTA5 z*g>J3^`<@9SUIO#=2;i=p9ol3PK}w}-^}w}$NT!)aK#wE0H+DPq5zR|yQKpxEd?l) zXPf5E_=#7_-`V?T4ZY~tVOLkzWy_am)P_7?_~OM2&!y z>KhudnMWu5!rL2z!^83;U6ms#Inz>`H*a3HY?-X7X?)R`!RT()gp1b&t-6BmFzm^{ zINq!&aNxiJUh5v^$|xo2fPjEV`3R46oBmingQ}V*-MOv{Fj#l)+35g9;O(hs+aG{ez5gUosIsF zme)9lgp`yQi`0`tGRgXt9>Y0~(Sx&|mz+aaZavuX`S~%sueW#KVYH9&Xv%R=QBkQ< z6%iJek5b%wpIJ-;e-CN8Y|vR2($$cb7^xV;K~GOlw{T&&T-X^up382HH5To~os~+O zmD8imarS*_;-aFW`enhlKe#bQN&0Z9(zr2wVzPNQ zc6fMLw$WcJ&#iO3JupQhDkmq$Zlo*3sQwkhp=_KWy+3=BJiXMFseXy6+dOJ z*mUDLo<+Fh?#Y9tjn;8yQrnbXWVee ze`sU!wjXubKYo~MU%I4=hegJN$-Za5fo6HA)ZNTDk0kv{4(iK@oI@dL&SjO9m(qcv zs;>-vaoDJw>0Xok;$lSyhs>WnwQ@Zp8r^T{#VUS$d8?4DuYl{5oSB&sbeu@C?r(}2 z8@n>y#_gQoCV~lq)#T;p7x}%&zdNlxKu$v=VAZxm&r(wlk&nonKmUxSGss=E?Cblx zl@W5g$!*)(+Sa`?@^7;57ul^n}m_xnuKHO8P*D_s(xfTl3OhFbV5hkJw4a+aC4U!H{>xp8{+1& zN2<;p>>UqGupRoYQg3c%sX3@UE;R}V5%N~DiHHEUC&3SV}R9trCG6oLi`o@Na;qU$?8*B~ZG_op^4V3&} z_4F7z&WyKnXl7?N4p?z+=M)rFML@51o*4?f*gY|tGaG{m)otQD=`U#6alTv$^FC|1 zOj6Kx@RDl*XOvPLS7%rBei9Bya5(I0-PgeWcHc6!uT{9rwA9q~c7_Gsdwc81^v9h= znYDfx92iLGcE5G&0ZVUPazX4~u`4x+m)(n>2m}>B72307$58NJo zGLeCC`pwx{NNFq>G!@PbxWJC7@u7*4YR$VMd04Hi zRLn)cLuM};1DTztWIRZW%Fvpgnqr}bNe6PtWZ~iOuUW91Jp7$Ik9k=3XN}g4;4sS0 z1Kg*MB;FY;!4OsMa8I*t?dz(HiaPUDklf4Q;9&F-MO?H(hy+7gTAE&wA0G)^xS}8= zpvV(rEI%d#J>avW{kjrEJ1i14GW zt<7NXmUy{D!ehf;Rr!uhZ}(Xad_9rzGc!}zK#W2$)gbxy+2QemMbZJndZS6N8yeKG ztQ0jgH0YSlo!xXc;o^zz@nz;;-!1hw8{e^G$1vuSes@)jYNF2lqH=n~tq6rE#m;xP z*9n@oxY+&d(Hp88=kao56jJON`JQ3kCgIu};JbbsV>}v~+J%R=uEqhw8ZW))gyPChIvPq_I%G-ZEdYxo0pP=qbQQ}i4!L}N1L5f>JLvLJC`DxD8#A>tlYFOHU61P%zCkmAORjZazr)VGJ@}0dKL5KrI_au?Ck8S$@*SW zlb-Byo_>D%Hkr767Is$Fkko>d@&qk$OuLwKDc-tMBMmuIqoxh1X8E5!CA_+fWDHb@ zbu0GUWYCna+IZr?(PPIdUm2Z4P>9OiEPuHqAen1e7Gp);U&cSVmU~zY*G&_~QxxU;As|aga645e6C|0jLv@Xj& zWyRai$YSzX@>C^$%ILsADPk)kfY*GVY68W6<@Gmj-c%r3YU}7AIytIlSjR}kCz7nt zS$3kYug?w(np~BX|3L!0F)1q2t-3v*Jc-WDJ>0z?7^u>F@45AxH%B~puo|H#Tq#b& zuEllnoy-&}mD*L45TxNSa01^hifz7_K)_;EQD@xf%t%M+u|0~>1g&D3Mm%}4&2f69 zTEFzg^$pw_(YJ0biP6YP|EL-gRj?nCJFY6`T$E0c-vKGPtp^Q1zcQ+?$h5UEYRaq? z+_@K*^;FPGR$o8TkIx`9K7Jn_`|peC^^vPc6qvtYftQa@7=CZmkSYVDA_Mqm*;Tjm8=-k`9cJ0OVj12$m>};LtSoI==ItIJKyWH6XP&GNvPFp)7K=GiS8n2L( zX0UU>kc>B2l=!}W{aObB=(Mx5b0Y2yKp|U?-x^R}XXty86mWcbb93{(d-r(dwwU}z(8QBJ6SUZs8C9xRT6bv9RYK`eEDMC8+Ad7 zATCP>sLmggMh9h%008h%wWc#4a2BdF^%tsQV=W63ZTg#ZVpNk)b8~Yi%7#ej=<0?G z;F-*yJ!AT_N5!J>@qV2wyOGo6nyRa-4eOF3Xa@qYt};Ug;|a9y6X0QE`#AjL$G+~0 z2(9dit|$_03!gpvjpxvzn(vt>96w-qjk2c(3%(=%nAq9c`ZhH+>0oGzoTevyhuTZ{ ztQ^U56!HZinJDO`A zrG+I_Ixx1S<@`z}VP&j~my76`qEU(IjSseUl?L6M_}SatvDUxQ{$`%)w zeqm(8;zcNzMf76Wwk;aN$dK-9eCbj!p6j0b+XQ5{Z{O}GWE1>fkifU5{eCtT-M zxr@z&BM5arwP`91mkDA~fBMjBc6u}lu$H7zD??OS6Qlic2v*%#UJu{D`6fd6B#NoQ zgQE?u`CfZ2J07=`8UKc?#}53rl2Ndt?t5Qf?BxL4lm7fBRS8;o(Y*kW<)0qyPDVBQ zX3yN$CDTyx9xBE?Dd4f$+S}JBrRbI(^+>WGHCBkzP)8D+7;AOM?XY8ccc-G>t=Y@t z8QknNDFw(Nk19x5M5N#+7!bT{vT%WWFz9$ZiQ`!eHml}GXVj290c@S|bLv%Vp1Y)n zepR&I=)%YsD6nK@WMufmPSL(B(J@paR$VSF*4uI5?4l*{eHSr>yfZQ~)H810yqP>} zw{Y=d$@Gc$rO%H1-p&1E)#`QYf&lx(edguf9uS%L?2v;rg>6;yx-!&}>lqldrybYZ zFyZ`l=olk=N~p3 z3m6NWY8E$Zzrf#@p^Ql#Q?M}33ZRfGi@9WMg#whktjQH3npPsZMq}02Cz;f~JmFCh zOkF4LNk{w0`QItsTvaJ1nr+{|ccHpYdIgNC*VmAy-IT_27YN zP{@4pt@FFLZ$IKLIuU;H;>B(1%knqbpKpAQMGuex~lYYj$Uof%XWUinNpH=D*EyIS28H2-$$_J_2LjPBl)=Bj#=9Q6+j zbL6NR^L)-j703#`2Oln`i0?r?dGzSfZR&*Ub(v+Jw;}&DR+xi>L$ra%YzK<=$a5*N z3pf_Ie4U;eD!E2DyE9xEv879wf_t&CWM|V_sLaOm-so$9*iaW{loG0OV+9q;*>M0-YMjNH`0DW4RoD?N{GD9-2d}WBJpQ+ z?$|HePJ4s@YS`)~ktKiYS1lD_+&mvWYVA0%3=cmPb&z2CJ)wMnoAqnfJVy}KeRFN8 z8&}xzU1y$zBcHSH-!F6F!UZ=jfOra}@6bYJQ&o_96Q)f!B}y!tBA$sdiEa_p?O1tJ zd4uFYeJOzF8Ac)N%;(i+i%`}@DnxlNTDc{dRPlnv`|h1nRw(@i?~0xZks)~5&A;O9 z1nuaiLu<~z)@%FrjZK6{J-|w&O`)lvw5=x1a>k>~`Am);&$|_G*~~x4U{09icOO!9 z`Y5MdQw|i@+nl2bRw(6V^jh}l@9lxk8pv9aGC?2q#x9{<_9|Sqokm;Mx87DP;$@a9 zJ|(%Qg2E%BivO6iPMiyP8PgJ~fmItU+F7aD`eRrEs%rleyBgmSO+6CSOs}WulD~eIfDKpn^mf+DX2QJ-W zVHXsv3k8HJxR_AWI5cH%F)^&Sa`S=Xqm4F!nORvVXN8Pv;*XS7j`qCYs3{K)O;}jC zB3x#t<9M6T^{Ph?9y|lfH$FB-Mvs7Gr03Y4o}RVp02WC8ZjW8*8g#Dy{`&|h?^Flob1^ddqCz>9svL~jE77QCnO{soYa2*;RDCPgNi7;m`rWCU?EL%eqi{R&*~sT(^qr_6z!vyyIcP`-&Q22KJy<1^>_+tY zOqv?{MgRa~5Y-|9?U&KhSA!CH#+^NOG{dI9Dpoy1p75>4DKCP8NS(kc>D`f#$0YY? zmsGSPYwaYbh=@9hD!J>+7%Fm{ok=ynd;{m%6ywGuv(}RY9puc;WDv3!d=)DTOUI|( zffb=r{-h@Hw;+#TU|;|<_y)+a-9W{_{3^&%)qwhhJMF$q3sQY7B%~lz6M9FqYW)cw zDLD)#9hcnD@NmWB{aVptqn+jA&f^7|yqAl&k??4eIdB8uD6B+u^7NWDYrs`yS{Yuv z_yXK5DFhLW1MIrkQS2TTn;w3o{v#QL1S%-0 z`&;;4z7m-pE|)lU>NAGEB2F`Bho=4KXGac5m2WwZ!^9uwYp+L9cY~fe76i<>`gF_A z7p@BybD(BMRFaU8c)3V#!J-vs^V}H0FPd~>{=H&a$IKiDW>{oqtd&4lLbW-L&ubH# z8KA$vY5xoP5i)owiC{=E@@yiFw#+lv{ePz{*WSg&b>{i==WblBuVg>J6rhq}T^i5Q znKjx3;@W>0XNW)zYKO^BIHjUMv1XkH)bgxUX2;=&Qdd~jS6=@5^((LQjDvy82r>!> zE9(j1`j^Y&SjZQv9UW!AOrB!U#?eTP2J+cp;|S8WDwL~1_|@3?vtg=YgEVU{|a=>9zj9X_L9Krdz*O-bzGB8nl-@HSM)Vz z7`gfG*SgUFZWObs=9-cRFNzXUC<6`b&P6iMRcCd6^A7Y7A+W@Kem`*Bh3?SOxBEQ( z{m*?JKqWKr^)5FlH8EUAAv$R~Pbc?fjcWLt0kV1f`}=R;Qd2&Eh0v;?2if-Sl|pSs z2u>C%R>_b1>Yt^OwDML_Wse^}?mCTX2@k3aYo=#@^i^*LMZh-?Pj7GQM|+Z$0PY$s zN<QeAa?YmpKv zvfP=epI1XyPL7S$B&VfoOn2>(I)5c=S^e&U%F5)A*?^MD&c*a~gegTfWSCGr(R+eG z07?o^z|kcQA41POjl^1sg7Q)aMzzUdNGfALz$gd^FHavIrH(+5d6nTZ$I52s2clH+ zN_8`M>ut~&ZPhV;qy(UMd5@Uc*K0+oLQ*qUV8=F0iW0Py`}7uNd8!mjL~2~tPd_kZ zaU%9V!%-NK6?xFOL6;{M7*Eiq?}^hyXV}`ODfpX5FsKe6T|x)_6&qHxEZywZkN};2l}4 zn+iPWwSkGeNVqIsvETiTkb0mERiSW+mgI=@^7ak|%_#Wn0J&~9`yN-!;&NVwty|A^ z$W5SDiurJVtE9(`6`NlKiMw~9Dz1if#zwXK@p|z{Uq*iyRJUp*-Q-K3)`Bb&4HUGB zB(fbS9m3Oqc}q9_a+O@X)3lvc$LAwp)gQ4CCK<(17br7Q`OJ>a&IA%-s<7~MZ+(ii zL3OMGDz)U;oZ0DqRmeLe$nOqxki`jd$D~P^kW=7egUN64Undk&B1&<{hd+Z{Go0SF|-{v0pdq;;Zp}#dlqdip!eoV>_I&|bqZ?3P0ik4MxLn!* zj5vlnA>%T?ft&@Bt>Z|g5^$CRBuFp|Y;X7R0&AhB`I4>?6+UqNsR?e&4wUi8>&48v zP$YrxeZUlfapSWa)&Emm-a&A>@?L3*Wte&(6zRQL0V*MBmx*b-S#4YDi5ekiN}xJ7N6ED>q`zT-o(k zKP4>Q@I+Nn(HjwlQT^m|H8r(wNIV?}BskgFPTjcB0ojFhOCShWtSvo20?;AGo0V?X z-+zBmMp^kW;uxd4#O-L58-Ot+DDFD_xMl8QJ?GEc@I(>Ec4`<8;?mYMw`9LQ$k86+ zEp@IbX|(|Y*hHS#%ySScj3RdOAn^uAN0l(oMnEX+fu@Cdk@38G--=f6ZE{b_Zs_sf z`SHTg^Zn(Z=teg_QV`e(p*D;`U{}x2X5km(PqRPN%o!G4$f+)9-x*r8+Mid?1Aq!@ zB9>#+O(wfjMBgI}2Lj3Tc!_frY#7LHRsMr^#kp&a%>P1rQVmW^;#-CrL>k(@bbdjZ z;u-YB-#mc7>B_NnyU!5tO=da%tGTa&xB@_8EvM0Mtb@W>k~YwuYyDFftn$W~f!Tkfoe{)dZ8|e$i&P+i)!_qX0u{xx z&hjt>lemg%5_};1D|+ow^2U3Z>6KabHha}l&z4n&I3RULL_|oOIph8QV#3UAH@8;- zmj}MS|3!zj_4e*HF);zAR_o81b#mQaF<0kUe*3s4Yj$RmMB}!$wh$B&C&a~x7U{8m z>sEsyzwYWdA7a`l{oZcSR&8tK=pp%`@5<}8$u!^<_Sw{oV z?}n755GhYZ^+4dV;Rg~XaEU=D?{oYRhC)6#G6E|>Wlz&vOzG=4Zx-a`i9?4bOrD1G z^vHZMZhRV`1!Se?%v8JB9#Eqw@g@)|j6M(~58Yh>^h?{9FV83Yb2Nd}uWPjbz1r^r z|3Q?{^god7PkR_!)Ld2N1f^t4npT8=|2%LFNk4$})NG%+;hYLe1E9dw0NDP}x{e#63YR z!%~dNOcQ8+NdlUNhS6B=ZK$zy#m#=R`a4^l41Sz*1GuJ3~0LqpeDqJh94FWg-D5?iq z^Y|RbOp*ITYDP(ncX@Qc)!z^tZ77Qc{+FM(5Bc!>oqnaq)SDiKMmfe7>0;z3hUU0^ z+!~ozj*Vhby#eJvh4?0E)qucp8paB&4L>}Sm#-joz6Vwa)7x}o{KHn0nr(84I#NVb z2WU-@%5G z(_jc{hTBq5L^qy3bLN#0Rs)eA?%lt?_s0mP*m;OJPN0;n9l@@!{}6?^iuhYpQ6cXy zI62&@g}2WH2&a8E$gF}xi8w;OyuDeU#4LQ}b2Q{zA|+XHm}~pPCRK=8a>=~KLV*4(5d_W&_C1moeaLcu zEB_e;uY^|_a7n;n;ssxz*z9=8#S&r~BGw61m9O;Zmn|!UuSG%uUIZl2MBg=!N=i!N zvl$U3y{0a|Nzo@5ges@JKi#X|(=uV5Vm^-mwq1=b%01k&hU9-YDmCEVrW9~nl-z-NZ_3AMAgWAF~gxeY~f@EcT}2GX^3Z70y8Wl9+( zSST>Z_P6_@?S<6$u&^8l8HP+$H9pjCbAn)7Ed=q8^B!g-$gLAM_$fM46oa{{jR7_#w2S0#}rw9GC zD&a56ThI*lbX8|z48XcCi4_450;_qwifQfI9mt>=KezDdf8>>dApQx-+kSOzC3aH6hRLS zOn(OZL7)mxoIEL*zAcQH?g+gKf@M#o+4xosQZ#=aVgj8BN7(g6%H!>+*3v-+#0?b^ zsW&m)Nhsg%#ZRN)DAC7cA|<0clgKdYtw@AXRzYbyyL8ng-RIxFT_SDIf`o2Y{Y@{`LHo%%W;# zm77&CG39{jVp>7`vryqdDh;MSS{4)ZOeFhGMj#!XvB$SAyAd&Nj8@ev)HfXb{7T@- zPE?tGc|$ioF~PBWw>VHFsSgN^fLo75J&%R;NY9TDuH)MpdP;aONKZ895Pi=~>^&iR zq5-I>J%M7wsD7io`}6bPfl7(>0m&iwU0z#>z97~&3SjN(z#QI$@LK6{M?_qX_}Oot z9QM#lY)<%1>8GvyPOA5h*Dg_=OQ_S>&@ z@_F8dSEY7TeV<@36g49Zqs(u?>9Vu1yo(i?onhc#us0_sep0>0Uf_H#h46m(UO6#l zK%4BXO%!(*`S}=1-zA%w&!5jCA;o-Do$0XazkFn{dkhgqg4YS985s}on}oZqAAWks z>7eSQ%l#u(s(ver)Zn{s{GaV=jW~3z{t24`Xi~H=(xV5D}pf`X+C!B zn6{setMoEq%Z>+NoI+b#T6SEX@#NOjApAJwKg+Qn7cyqbM6dr)1=LZ54m<*`nGFnI z&eY)DpM8x6y*6;2`92-Wn_!KAQ`FkA8KS>c<)c~4tT!4w&Yx5v_^WH0J(oT*+KGD< z#H_h`_39l5dX@+%->@SSQYmD zC@6>+Huh_MsOi~Dz;SnIJ?lfPYUG5vllM@0dkps^mZ)C#Qtt*ZA+%t$*v6j%haAS@ z5sO(P` zq5$a4ZETc)cX%VlAVXTMF~vD22SPQ zuuSL{Ey~}wf>7n~))Nyysmt&YLR1jB0pW8PK{euBiZKxHh3Db)Rb5=n@7 zJ|oSuGfKd*)sUGa<(mPolYyrR(~EB@V916+bCCRyer4bV22!D=oBO32^OUe)YA1K7poDmG$`Z0kk zu%RR&WP-5L1Mt-c#De_w{QB~ZUDD1Ia<|1wFgqwumZPHAP}F(tZzWV$6iaYBDA7P2 zC^V?zVHCqskVCHg!+4Ln$X|<8w!perkSe5h^Lq3sh&&iz+G=7RYCI*Rd1P`kV$K;@ zYO8=RNZio{DglV90-hVG(Q@}1+vtSUn+0(};`HeXC?|w0B>FZHv==iwoKMNAPBm-w z#FR40nO5A&Z!8Z>1d%*R`GYlBiNPDjlG?-0PP~lrkUWVN1NU)SZp)i}_jZgL5WSA1 zX?)56%%Y(4OePDNoXb|M@U*ll3Bg3BN_uma!hb|?1ejha$lB}&a*4MtduGDG5lTHN zztKN{8OW^ehyh9QA5TzP^*n#elv zc_`nwP_vgg6Qh+l42xbjsM60UO0ZbC(6)f-s*f;Y9T>M&re+e}09_2g8LC;;H|E!m9z=s~TLUiiTc6-uSkw@BRIP{QNR^A?J#a9!YJL zzLf)WyiR^&BWS7IdBnH_fG7{?xoY)_l$^gp+&u9uNf3i7U+NVcE;FehG713mVx||e4hM2G9ll;|C18L z{2m~@QdWu!Lo=~$xD0L2J?eY=FNrt3YRzm1TdJ(Qd_@e`O3EFtSw=znmYC?K>a`v*>|Mf&TcqlJ=HM#!?=b?8%Gt zhxHxa$gNRvZRxrS@Lz;w0tWzSwa3&DbR)7`5YQe0=deLkVey!ly`TH;^_{ut3!VyC zoJ1W}1p$+|ai|=Y&5=;@4FH^twGQ~ZQ|aI$X4*j9SwxcV&m3|?X~#+>hv@^!cArTk{qyR(QVoPJpyb9Jcd=RwzUT=` z_8rs{#;G$XiSjEe6_CY}UlI2Uv4fG$F(`cssGvN8L2kl`(Salb@30IyI`Gr(yVt1> zD`A8i-=h;D0#=gz`uh4%5$6v?Cy$<21++`(`tHZ@MXG}> z+j7XXC1%eiawJQ>Ouw<8$3wJ31k%^vtm#WukLZiI{&TSoU1V*DPD=caJRzHjCqa^j zH)85{l7lTHluA-GuWeI5J2x}8xQ|7Fm4cGE zPm3kj^r*)l2T{*(=c=?DBs#SMxM|wk2bB*dx;+Q@%9kMNmQR z-d8rg8q=O*kEH6a4=-O8xhQ4XyejoVI37SITKA53e-sfBG3l6sqX_^b>p9vz@iL7$ zx#oTa+lz-%_0MB&CYkmeU952JoGW8$|3z{OD!U%{BjtF+iWaS=eLlDJKk3^VS$eH{ z&#ql3iA9Tu4oUK~s7RIJMg3!b<#PE(8|cXVG6oe0dWa7bvVJ~9@++5#Yba@>5`87Ji)SF3hBmt$FzeHju| z>O+>zH=dL3D54j`hYfj30Zj(fvamp>NMOtE#1c_CaFFPPi$-VL8C1D8m&R#VNl{#= zY!eQ1si*D}!XJPtBgjr$4Hia+mdvMTY{Y~u>n zH2uRhHaE4bEYS~2?oK}F)=B;KrKfJbVk&!+upD2_Uk&(7-uzE?@~SbaQ~K2A93}s& zE{xX1O1r)P4_xA(FZOT!^v4a%GTYlQF)7%_J5L4lETukbba8-8ohMi zr9j_i<|*^v7IEn76mK7Qva?kvep1-*iFJ2L!;o+Z)vM9ir@Yg%ypvamHrJlHe)^Oz z)7PbzCZVPy?&>ac{`F;8guR|TF|;PaBjxadwo_&wAAUWnVI6QF?6M!@V$pYNX^V(L zQQksF!$%Yf=l%J=9Esj1U1>rVg(4aB$3h5^`9u6GWBZjz&+Dxx_DH2~tf|Gr!Oz+DvkhZlhIKRt@3C)}9DVu8y!4jdr< zbvZzp+K06JJ-lanc48?&#v-n3tM;ch`XFkc6z><>Li?m{%VXE;Cg04{ zhQWv$pokzXaxp1Qk=?NwXTU9F*OvY|V(tn~F^e=cLZ6`0+wNZ!3M!Hf8W~K{huF$!tdY_Ibe(F4!J_$)lG_iX0SZ5Fm2Iy*CG!~JHkQCtXP=QGV zX*p}3gNDy`SdBu_h!g>1!LlVwKEuw!Wovxm#C0a;DKp#@I}}HVW1mS~-M!7HAf%(C zLp6{1`pna^Z4_x&?PBs~1t&9*P-(yOtUY+6(+H6hrS49_plgVml4$1D-3s8T28V`{ zwF@>7cPp62Dx;LfP&n73P$XYbpaFNg9xov-^fS%e@2mX!De^Wz{lHW^x$lbHq|NJ(ee?XlnYySvV&$Qeqa$ zd3pKZni^#z7{XDfXMD3I7JSrSF~nyk7kYY5fDo}8CJF&@ zy-;OwIci)!gbL@}*^up+;e;+#=P()!q)?g{NiK2JMcrXl2E%0MGy`P4n4@iP-lu@byBq+RNs7VLJU^%IV!a4^9Vf?^8{P-c?n zYipY(iq;w8mw;Ej`o%-?CWMm5Bwv_}|SUG!G`8Z=4Z7TlOMhhawF5lEVFh}RbH1_f*&~Pg>}f0PiyvB>#X*L{5tLK?3pDN* zzjMrOy?Bh4ZLMwolK?&09b+KIrgg!_CLfe{hA$U~3_%yT1neyj>U$LdrcX$bdQ7pEW0OnODS8GH;(UlT#l2_LO(Kn@}IFzY0ai z#cfgH;b%{tyg|B8(MawP*Dft31!q!F(v^X){aa}jw~L_pOY`C4dp1edUsOrlRzBJx zuBWFr@k!e0qNhBTNd;VC_wryre5-1I$&ndqt^$>MJK?w~C_xTRPEQt*!H+xdxVb4J ze(>oOZjuTVRfnn}M>KM13Fu|y*txUS{_^>CHe>`{xGN1iig)#`WTx|mCr40T(_!Gc z=**bb`*-g;Vl(W7<`&16wFn7hzJcru!GNm`RBsc$a+X-p zDzhE!nRgA*A2g$-!7+G6_yJsppJOJl!|X?VWrVi!H%=%0*w~YVbP#1~#Nk@K0t4en zUp<;4CqV6bf`Y&bEA1I;-U`PFxfX}pQVm<_aq@IDBaI{mPM>CW_~D8;HjI|Mh?g%1 zJ=$+vyVe1gs|rS6UUZAoE!-zCM>!mRkvo`%4vy*JFtJKP`hf;FKp8^I5COvMRN^2& zRT&B@m5r0L@LLk??kQErT-(I4j8INKTeNDMuJwBSUJ`Q&^9s3~lV#t&vj{Ibc@)ay zYcz=BjkccWMd$dVk~}gFv|hdSV97{-W8m85lr8Ku9HM*&D@sp0;;R4RJ-qi`&X+x5 zdtE}>`@kN0%9j1hILA&yXh6<+awZIaYO&CA6?XA*%3t`>v*ylFq`bEELdpiuM_xe< zm1*W)sfBLynS*k#mIQ}|q4lV?hgR^qEXsfQ^}){f&og_3wa=6Qi8-+4_RQT7CD-}r zUjV4VL`)`;v6kP#Jj&x)AgS)85=Du$EE_eZSAL__AQVc~8zyBZcz2_Y{JsbwHqv=^ z1|+|nl~poJ1bA-ry*))hB^$>0Jt1R+>lVZs)rHLYvc8u*(e>!Zt*NO|b$17S@9S$Q zNSh-RQ{1!|F-YhXK7Nk8fo1%nxRsa^KwC(i`o0yB5l1i=e2PChd9*pmyH7wxAYc9I z9;Mp_J#0V75eBaagP8rK%}kuGAZDf?e@yuYI5Y7@#CEN9Hey|k87U+JONuJ0s{=~d zNg_@Eu;7>*EQ6rj!Jy`upDDDRR5Yi%ld@`-(J zbwpohz2?LVF9m7Rw)^%_d>HiODG%aorpj7cCJ}qpR+G%q!Z}im;*AM*8Paw+N#cYd zMH2VQYn4I7;4`e*2cw@aBdyPYl8cykdNo`+^~M=Ra}SzAQKDPMxlUd|p%cCZ4lXY5 z>h74KLpFVLtWK)S`~r6@tr5-H5ly1JE2ya0ezGt;=-*(R68LERw;$uDFpRFR6b&W(*i6ePHwRx1c?yV>_Z<4M zojg-W8)O!NMf9i9il`eS*POR@`49}01SieDIV_9`ejR6Fa`774ZqS# z@6{8ulm`wt9I70O`X^YiVY#`vg6)k?lfAow=k7Fq7fuL0=0R1QW*qPUq4|A;!?rhG zpCdk=iJnFB{DXc67k2+E*RP2^;);`#uc5cQ6JB;+A+q-tS$4lmHB7UiTLj_<|6g4y z@pnS|?}nj8M||KeY$U|f1~L5L+;^YN%m0*LD#X)NT6f)`2rE=;>2qel01k-lFxqcH zzcKtq&YvSG8%kvs>7O)|#~(Td(Xy)R5NZ zS#-Vv-rSJ=Rq#|S#*LG<_1ZPG?^0p~@!1MA=qLUHB5GDO?-=La^Zo#UNj8E)?ts38 zu293N+U}7mft2s5MLJp$+i4%mJ;4_5&;gTOZN)3h2rD0JX1HDh8!WCvWa_ z@$37Jb}S~gwxdViFg!I#taW(u!C6*LPCKQ(%~BA5P&koO=$=R7_RJ7eie2kdE7PKd zAuvUwaVMI8_6yx;#ti(2!SNRBuetEIOGS}*hr-r@$Bc6eyd@H&ICo$F)%D~*u6CCn z5Ta~}#bm4PwHA1K27eM;Y1gsk@ssFnZL!5(QSY>^*N<(Y+u*S4pG~Mgu}S|gmCpb8 zR{x(A_OTyH>nD7v&>%oP7W5pV4bHPQ&vV}}+`fCaoM=u2G#vCV`qO($F{ZJr0R6pL zV$hJQ5m)_RrV4 zFNm7AZo_sHS=dLwt}7ypG=IWq{5Fin zep4tc%c4)V{dGy?P#XsUBUG44I>z~fJ9B?x^xQMxt631W=C8||5q5~Y))`q<`)Ng! zN?hDrC=i|t1u0eg0SMs+My)W`>R&dr!y=i{!Gw;Igy z7|k;piD&kn7EX?hS3bMUTR>RWHoHJsp+iB76uwV{z)nDce`shU$L5Fj&v+ws_ z0ymW!JY*g;#TQ7Q^f(eJ2(?ysO@bELwg#I2vo~*!!Y^B4zw755H8v(&L>TnSADD-$ zNwWkt%44A(^e0a3au^b{6Ki>$rmnyfE$M-Nt8nbDM@lLn2{ce;C0%^KY~>c-kA-7% zPr>JeYvo~dd1{v0l9Cz<7=-NB*5h;Uj{Gk2H@G+N)o(8UOA-6W=DxYEf*-7XM{BOo zHsT@&{wGWolAGvT^*LTT`JnmecbH-HDj7`k|@6xe43-+3@49`33n3 zUm^+0S`Iw&_c>ToF9B?Ir#Pb(!tr(w0R`6Ea_V*K!yV3LvwYg=Za6#Z%=a~GAic>x zOJ(4+jDkYQgO{t-nViMp^**d|2TBzMTZJDI9tIlezd`!adXZGE!D5 z{VT|Px#%M}LSS)B)S_M87PkKY!~Y~e{g3kE|9*16TDZ#P#vWQgS3eUbcP0!)1i2@d zMZ0$I5l@S(5+Res8a2d#6h7O zZJyqqkypgcf&#rzx4Y0n>Em5*n4X93_48v~ut6sD0IlN4eevgV<8Lc9U$&wY>H>qW zge@ttTcMmf8e#}RQ0O)X`?oAz#_15$)uj*5l>rbD*@zP>*{VAx1$oXwN1V1!DfcOK z8?t4NAHPP319*ERJo?hRxvpQkri;dhUAupMXdXV4jC2i)m>g;1tChjcLUr1C*tL@K z1l}|7d+5%8j82767Z(b=u`M3$*t@3#hEydOZ;1~L_EthmDNU(j3zKvh%|_~*XA~hN zjEwB19gU*4flhIO>C~7RF}I<4UlGCq%O{;g^}z;gchLcNZ6cgVVZ?}w`i2oAGDSZuSJ3Iayqpe9u+z3>kgGfr$}hgOCPd=Hk$=LJr^uxo|Cc(DUiH^*--vxc;L zcbWZsocC`6z`<^yjbSiC#HR`~$v*Fm8ks$Fp)^-X`Do3pZ35=U;bMuk$oyV|jtlN_ zE8xusd9CABaXz$Ur_ueGCMHf*mC)vf3(H?{;yzTp7Vh=R_fM&)_=552-Ug#N4^y1< zoYDqdMMJ2(#3s|YK96mn-o8pX% z(%D&lJMO_7SZd+!j_FNnc z$UPB@a%Wgz7YYYBXAiiUpi7&y?#su;ZLDHFU1WbSuDU%b{kwkbr3AylZV5>Vh0LIu z$GtRCEjQ)JF9d3bU7TnJIR2dR`z#SJUK}M&Y;f>^my?T&^U2~oC#2LbKf1lKJ6if= zt6b!F zhB?;&CREVi@+VK8%(}cq*eO1JxLdZrgr?lOSY9}0bI{CWj4gi4EwpT$p`&Xb)p%KJ zNV*`rxzr(2g~GoZlUvVja%M3sR(8-W> zjMTFg8gE+q?0kQLKxpDWc=R9G^c75E%IXtV`{!7{|D0Ga3bI~{koI|2^K<#X2+nKq zH+_0o>#!@`*jd;jkTl~D#jc}dFRflmX};FIaLa;!Xjj+(t(;dFY1$+BMb?R3yY~l1 zy$b=)pQ!aXcFHg<-`&dq7=SSNwPxq%fj$hYAw;iw!4Z`H}$&rp4PDD_OsN7Hpq ze|P~ds_oQo6@1M%-^%Q1`2Fs8*GB`9=63CNjjMq&Q{A&#SDEZMLE1aKUjKGTxNbrN%h{8h8N(yQ7eezw#lGFLjn6f_tU?_ zqA6`osgD6NuoY%X45Gxd#Z?~s>s+_V&Z<5(U&fXR)$id;GqxKZkCCn>{H+CUEe$7UhR#JQe?t2cwlyr zoC$#onvWRdVAJFcSe#oK2eFa#P=Jj9-#>D{)s3{vL3i{Mwtb2HBgl@$`f$<}RxFG? zKn(TExig=^TrW|^FwK}rm{aI$EY?6^vLmq7oLZPXznOOh>r(4pe=K5oI-GP(_C zr6Z%FSg9~LCqaP12IzYu`na#hCDs}un;+0oaGcJ(b7z^V{OLTfzj`Vs7+W+JX44<#`+%M$yMxvFImM$nmTY0!y$*!SfXOiIM z)lbOA8)R=IEq9SnVpRp4B70?#4Sj&PUSC;BsZtmkwT1GIJ^Cw!`ZMLa$DAjG90nv- zVLC-dazH`FBP-BJga#l5n?)(MyBU7BPPzjpA(ngyt;3H3r;cM~X)!E0{odIz*9JBe z{38bgf_b3pbm$f@?#5?5xTX$7Y(DFx4(A7{pL@86_boqI9s{xE;g1#pP(h0UwRuelrXsz(Re~+SS)URm>fQAEhYmE zKtlGX#I=$vP0oO=ajVh&7YDztrgi50+-;QWv&zA=~Fe%;MOy=f37HNGPBjWSyL{gNNwku^x$47|U3-q;=p5HaF+i z!`8%Pn%?Jc3XjX4kifs`@EH@Y%{qet1T4r-(h&wz5V=9pevSqceQZ@nIzG_8-8LFH z&m}!u?|}*r&yd*41LzVUK@SsBn%QZL)-O&r4ki=Ry5}*`vlQgzb<2XO6WG)^9N?Wa zRbU`_0)j~61^R^G$~4ZIwg!)K%ELIla~Ija0P8*4LS+8=fH>~X2=;i^&25$-UeTHm zi>8WBtg{azJJEu=>gF*`r|}Td*iSkihz*GR;}F;y=`0S;*VH1oZB-Tq(+(S4lTGXS zjOyg^EYjhkMdSCwJx$`vf#BiM$(b368^N@prpMDA#?JU;cQDLQsj_i{BN#%mb3OXw zD}C8XlZBKYFBMy>lo7EKyI+xN2i@cu1J4~GZ9?!1A)B0WJCEOmIhgR*XpM_NS2o7- z5qwx*^7@&=VdP6asu8DzI@Y6DI!6RsRH3Ce4iOop8yjprW!I&-h^GXxtLvuN)bn3$ z`D9z^4_nVsNvA&fcOFPzCa|m>_Tfj{2Ny9WRgrF3_@bz?@SKq5JDk3j2*D~mOcB) zMho!0ghRJaZ*>#$^zu?L2pz?RV+BRRp3&*=_}9BfobmSgkOcYZXf@q3TI z`|tq`zeGOW_cQxpFswx+swx;8bNQz&*p+tW!RB@AhGG`^ijBRd=SAVH`gDkGzV#sG$nOfkoMj3I-;FcZQN+jkyP66^KRVxKiv6EuQ}WI`~AF^=lwj-yMF{_ z!rcaG4^#@YX(nK-po3hH@;`~%V>=sGI zU7>mdN9*RZ_lM!Tf+)t$eZPprdSvvb{0!ZVE%EFTY2i`jTX}njF=@MiNno*s_#uG+ zBX{HQ1Gww35CA3bA?cyPEFkB~H}G3c1)4$YCx948YWw994FD0a7n7L=Xji^McXkRm z2`7Q#pzr8FE%YX2L4@It9*1HVoiAKInk~!H8AdWrb*oHzSquNIn>TJ?%GfCsaekgi zXv4=(GiTj&JsyD=HjVLgL%C8(Ds5Py!PbWnpDb|TNQ6z80#KF>y;D-pF+-znZUXn+ zwhfC6NW|p{;+YdHU3f~@kx9zgIa2eRqt2(}>Hti^qbtkA!$pG*)FjqU&4(&8&QDGG z!T0s8y3R%c^POcL1#P@LOU*UP6y)V=Q42UI3?(;L^ZG|vKC=~Az)fI{jdTn*Us4CM4)QEa0g8+7r zYLUzt1BR~H_R#qUuXK)0r~xbOSFc{7$ye;1N_D>WA|BzHe5;}DBf+U6v#%xR0WbmB zv+FWf@h0W0E$Y) zdfw&A(lO(|9t+|&!v@0%)p*v`mO(G_&L*Z1!pe$e%l;(87EE%1^u4As_r>b7J=j~7 zMwfk~lF}ivJIDETGsqp{NqORmqKYr~t^%al2Z1jyBEBoX7QYx3s#NDck?6TD9mN#< z=`NBJ9@NI9pJFnF%dedGF*9}$TDY)&BBlWOdKw~Fbq6);!a{E-&WI^VB3wMJ6lPGn z8KHcd!GlbPk&}Sx<>jCkE|CpQGqXi{K#oEwb23B`uRg;9xPa zqA=AKla%Df?GEOGMM}1n@N>nbJ6@j3ItWq~va z=Y4zj^nlsJa|*t6Ngig%)ZU;;V)@IEy(yRb8o-qQ=;L{kSNIxbJI{Ujuwt=_mUOkf zP$VOkqqj1#H_+d~9+eK=a-{Zt6o)mKO4rBj7Fxey19Zl_d0EiQt_H)5Czr%%jN4+J zzn=rwbf1@+VuHCU44I8-)&*u{XG@74c&~Wl?@)M?&U6Ac&7mcHMoA+;;dI!NNLACV zWWL6Y^{iwxiZ|YpV(02|LX46fZr8xp7gdqOV=h4FIvD363dC2HZ zOFKzGq2b!zU(Zpl!S=34YvKvb(^bm1tQO)5Bu1AE%yO*QwjQYpg zm=2i~R6RU_6{Tl~{TD_49NhUYp-AkYNFB+yl{ul;eZTisc(`O^SXB29RBlKM2?=dR z9lGV#0kXver-2Ls>_+#Z@I^W!0k^mXt6l66T3|Fp4zoYL)AWJ45ET8Y*CcWV{0-ZNXFVtF-=-(yK zd)K7viU5ZRmUSC7FVW3DP5yZ-pZwFx;u77q9tFC$^MsQ0OU70DL{9e=RmtUP%F_F%n$MX@ zv0n@L6aAqbq;c_UR1khmOi1v?sLjn8`$KG^E4$jzT)3s?=fCYA@hO6#!q805-*vu7 z>jbpYA5d)3`xK#6E5zj<`Gmy(4ZbK{-piLSFG90Dgbg;{h&z4L__8eff^VKBRh>iP z4@BOz;QtCaTNbvKKBegWWvRm0fQe*k=-L4@oSPi!?>_w|F*GMBsjL7p3KzUdAxyPY zioJk9w4*oRLu?&N`*-LK{JSC@`wAP-xgX%qI`Kc*aZ@|CUkzkm6_yrWw$RPnTWqVU zU#V-vOXp+h&Rt@&cV8Gp83!MVPCA`-uZ{@F;AOVO_Vx8upjM-$2p~RPW9sXx35iOpfncYOXqy-p z_ugf;D?I#{PZFiG@8JuxK~b?%cEg4!0G8d8u(4JrXEtcPc;a?8{v)QUaAkAH(AF+Q zxw5hne+2AsLZMs*HaBWKabsIs7l38@C{L6V2YtqTiX3qI9U#TvMP&P4?%=B<8PX?= z$Iw2AM+)T%R=G75(dyOkERDo72j3z|xkZAmj^F&WhfxSfm1k5S=4ec%rlwXL3AeZL z9c1962}^g&v+9CyS(TUhNeLff2TRzKA*YJkqobnqk?94yzX9FQgjd} z1RZ^6=6IIlm^bn*kssv_-mZbwq!N>xnrh!*y4Ua3N#>Hs7 zlhALWq4fw*{GSZfcqb822$P{h3n&%+m?cX4{)gKpPdS^*#aV>c4+fnQQ1A9Ch{+fS zzii{?&BU=MEe;8?qM{_}Y?GZDZkVZ&5!oo~v0_43iiwf%Z9l8%4i1#+#(M3=6~!~1 zot^b{bstO&ni|~!DWKr$zx}r+Xvu-05n6k2yx892%j7f_A@CeQfuD%IrBtsHOim0= zY$g5KRC@IAgjBO)n81uW)or9nLB_fNN|!_PegG4+I8KFk5;C!TRLl3Di49n&j&A*c zmVxZ7k2W2uB}}Y#kH+Ct^FHqm&D1f)1M}AX;Pt z<4_^s8k}dfMK0SLiS6Uqq>CeqwUCjV+&jG;}b+4mEs!z;r%r;?^X4nmh$mIOoKLM2MOQruH10 zfN}f#XHur8s-;9TAGK|l6U)86{}{Gt{AAKp($043ll)1>)H51!x@G3e z(m>ADY5MvacXU`evSpdeP1_bma!@$lMVvha;w;CKzhcz?`JflM*nrwnW!Vy#)x5h` zu++WMW3{d>G=8vlQ+W%h`FrRXjwN zP!!C7=ColWgDvJpPQIOZOk*UDdJVXCYF*s3V%}0=g|CF6n?sCfyt=;l*C!bYa=I{} z`rEl88%&?}0amNpmodG(4zNN>cD5N|y@>N!Sj)sTLhjw>(w>T6et^}#S_bKo%Iwdd zKOgL8m5gV0%r6~0D|ew{V!}tR%sDoRqahT@Avg?Zdk;(#2hUWF`ZoWbHfk%_YBL(Q zW%1(02UWypI$2Se?B}G&@KDl5gT>lS3g#gEvm1)AEl-z$s0Qq}{X3Ud06RLK6<_3{%JXP) zU!r;U{<}vCKKBU8g@Cb!Z0<0r=zf_D@vMPCsC$JUywkDAjLJb&m~s;J+DH6ohcWgB zmCQ^WKskMI{R>o;{GUvU4Bv2 zk!^nYnqlC8)a1iq3;ysaa6*Uj0P)xQ;L`!#n&Ewen>E>c9tyWw6BH&(SU#So>m7V^ zoGvnu$5Yye3rp_v$a0wkDq(E{5r=^)o?mY#aF;$fg4qY9^!P9|*TsP^W8# z#F?;QCCPJWXebRCVF|iEYq7^Q4AoGqfX|*&zr;%--QHsLw%8jZ^R;#(17p5G`3_S& zj~`S5XQ$5+<;AFl5d&5yPa)Oc304F_qWC+ps z!Mya!3@=o^Q;gx5e(N-Ww+TE|w--$nwjjnryLjGYet9AWuy|urxz~ zawt!nV%ywOaodt~SpA*CLmOkWnK?PeH@CEWYcRIr`O=rK^JEkTk}Ql>|b zrckGdL-hu`XEdf(m6izUZU_qOgVv`uSSG+b=a%4_pytP4ipRU8PzfU~060s@%rwDF z97o|it{cB@*?H+pWs*fv)&{lpy@3enL{q@DFB9x{cFR8nrZh7}RRF^qV$Pjq{6&wo zSY^&x8GJP;*w>bUS!RulbQrZ6lKpxn%Evy|f)RiY1bS_PhiLMIg9)QXLeuT5kGiy$ zOW+ZB$dJ5)04XS)#a6BIQ@JeQ@cu@qWK>1p9a(_{eQ3 z7xdXl6wuvz3|;VDGBZz7_`5{v|KJTXX9d<4jvbfXTD^sS OICJm8J?Xz5yYL?d7A-vh diff --git a/images/growcut_zoom_5x_best.png b/images/growcut_zoom_5x_best.png index 9ba7bfce05690914abc2a145b8db3aff32cae367..75cbf78657a31c28700d6dff646d860ad4647c2d 100644 GIT binary patch literal 36403 zcmeFabzGHepDw;^w}I|$E6P@}P(TTh7Tv~DLK>t*q`Rdt*;@s42_kJE-LdFUw$dTp zpma+&oa<)4@0pq3{N~J@&v|Fg`D6Udo-tU@dY(JJ->dFt{aYX6n`7 zq$rftu@uTmh4pLkH)dT-d+~o(n_r;Htj90=^>=>9pMNsBs%TE3Y*8owtq2tk(WOv+ zrBHtpk-6(P&}^e1W4W|6QoHA@$o8$)+eJPnnYHrda2FL9bMr(dR&y1x@`w&Mv2Z89 z;x8YU`MhEKKg9V>A(85GA(Kuh3wfXsu9`Up4OFSEL6lhY~FRQ zFv46&<8`nuxn2A+k$iQZ?XTZb@;9&8`PXli_x|_q{IhfDWe z#fR%lpLcW)^@ar21W{jdInLjWQcMVbQ?!E8=5{b=C55u)6PH-}Qps@Bqm8>*&Ye?; zx|x*L{GmB%Q*Qb6Nc+aLO#t6IeR24T zOtf<9eYT${&iwbUtY1M%xhPs$HBg@*`~LD~8#}uQZ=TKSDE|xV4b16$B`pP>L*+od8IIOzGn^N^@Ytket*1a&%4;z(=*f4$4{TW;kuW* zqNCvD;FnH1LxuB-Rd?bPET(^`Q)`ER30H`F7qk?mq3O`6>H7B1KYv>oEn@F$$xOf4 zT5{mSoQA87V2E6Oef`Z8lec@hblx1g^d!HwRvtG~_36<@|Hn)<4vUL(!+Xz}yt(GZ z#;T^K#;so?`o|xC(1M=sV%MAg@ofVGgWTH-k7N?G#4wY`J&;{tApOS90!-f*fePNT0eIp*4{QztOE)iG*nMXy+kOy|=q`>WzKuIyk}RerQ# zhg4^wCpT8chma8dXA8K4>IixEM-Lx{-gtX~MKM08uR0<`J@;{MLy|r%2!k!=!$qZG zHLFi$b!+7~uXyt8nFsTwD_0sz5`><-uH36oBV4qLU9~D!Jy#~n-Ub5~YBks}JKgSn zgjyS|Qit=3dmViTs+}>KLJ48(o0;?ah#lkn2q-6Oztz+domvS=Lkj_987P zF_DW5pWW1uZ0_UD)k*sD{(P3#OifMoYNP#ko>F*&QKQnr<)Xshy!rJAGjp9`v^H`0zz?8TSK%iJC<_x%H}gg1d7I zxx_wy{@j~$Z`J7dxC~bC_C0%gO`>e>-aXF7CT`hRg*xMbDbh?gKX&x!Wo$r6tp4%B zlQA7Ot=eS)vI$xx+qZ6glgH$w92OS#@eT+u(l5); zKdnSJ(B1o3{V~c+2{z=J&AF$Wo0^I(`)ha&%*)@11gr1vl9mwEtX&){6ZUmc%M)pEYc#Ylv3O z)O-B!;p?4GKP%%gE(%_8Kaez6e|i(=p+lc~XL?$*vvDPxp7MiAO4qJE!SDC%*wJYr zZiHqamV3ImJHXLPh z^q~kmjn&|~EeE)s?l`GsYirx!KjpfQ#|IxP@!?LG8&mfQ-m`C?KE9Y?-`V1t$?s3u z$vCc{RB5m~2lkKLj)l$tg zH}B#24PSIK<8EA3CKd(l&eZXyFRuHl(=7FqbSp2n+K;)isb!s_Ub}krxvmeLmzHQX zcym9W#Z@xCsC>OQwCm$F%>~_j&lsD!9-{J@v^h65H;*O0nT*rO8_!v_<@m{y*CXU( z=z?iBC%eZNrdqw2#r*kXg@lCYR;cY_zGuZ~<1Kc>yj3?+Ow>zWpUI7mvL0?RGdHiC z8S5rBDLp+1J0g0+4wmD*yfeXh+SRG%+76=y$M|f=L(y#CIm}J!j`w`McK!Nt{V;0g zbKz}Hv#f0U_`uV{BM3b?9Mv?qg$#4L|+#_4&bz9^T$z zTZE=_YJ{{)8L1WN!&&{Y(K2YXDABATPses)nBSI^mBr*_?=(;D=8-H z2AWc(AFH2p__Jj8xQzJTvj#oobf+apl`MP35?>y#?Ck7|PIvAE9hC@(R7tn0PombY zitG+_QcbrWt_hP4slpU_o|G5o)Gn>UU67iJ!u-|9joD#gqLvmkH=Hf(er2JS*Rs!} za_q;IU2Mwb54H$}VzcRE%JiC2;-ZG-N_(wa9ggwv@T6ZUjzkSQ@$~a;o|f=yo-9`G zY}aaQzp%)Ldte0&j7uh?-555~2ZQr;xGj2axHyP=b6nCadR2|e5%cx^l?Y4&!Eb%Z%34w*7p=@o8oMu#v7D6^eNa4-d^gI`=#L-esPI)} zi0fiSP$l)s-`q3IvQ!cg5lKCuFLHWQd$6^Mrlw{XY6Z}SSFpH$xKVRj{X}aaub6~{ z{H#C}%_SMC`cbxvV4lS?8TRR~2!@{}r8e@ZO(-otbc(S*?e*Ma8RCaokN{WfdiWMu! zo&BN?Xw8pm$1t&~W&#X?{|6~`tW2K?c z()`%$c%=llPWi8{yU%=jyChc{78n><8Xy=E8F|WOgrKe7%8>mB7FcvJ3Uo>*MvY;C zN~QXo(Rh5#&E<_LL@J!o)Yk5vE-WmRni=ghG~df( z6q%%7OKw-qVZsxYE#&1fiEz{xUPq0N<}SI?r`7cd+DE8Iu6ayH6s@JSv5Ppbq2%np zk!+;m9UK-E#O#t4lfBrWOQHGdRfiWeHYybq6j)iuD=20g#$t-C25YW-#5xH9Y)_sYVA^G}Q z-HP7;kE#J#UJoyzPlN(dfN{~I_9WR(=qW8lsmeQb*=DFL7TfTm$Yx|@D37`UX&9|r zd5S_Aa&}yprP6{$z2BL4m)19Ma&T~I6~DGOE(6GQm>vI`YTnId)O0RAOU-FP*1W6u zMMy};CtS(gSG37*=@zC`Vul*gs)}1iKX4JBq zsb(Ke?d)D^O7%3?%j740fxhO)kzO#rz1(^p%)KLdOl4Ce^NJ@#u36AC;CPfIPWe1i~yk=3??#PZi zeN|!CL`AEbQq7YL8_zy+aUpeufZWedcX3+}DZ5-sT(xSIWvj!~30_{s$Le*DWI%yl zBqt|3E-hH24@ylnnY%YDZ`raXN;y?(upvo$xFvI9ve7s~^8MvBv(6`zL(LJuIt@{+ zV-?rg$vW(7N=-l~d+Y2>F|3cjgi+kEWlM7N9~zzg{SjDqC(oP#h8>qwPl8t{~E*w|MsuO=%cMFW5~sI3i=V8RZYo#@v`nPD)$c=2L&w$qXlUkHkN1sdj# zUAsbjxb?%a!~k}I%;Kb^q^c6MB_{f+Pu4b!9gbE=G1^Vdd=^ngvFx z*Vi~p5_eEVH&puY;ll~=44|h<4D8^}o$k+`RiRT6V*cpSqcCh(0w2JIEP!nRzZHQa zZ`j*sFze2a_X0BA0IJ*m%P)t(hzIKvt^_(vdgE)gB3jc7pMHLap4soho@j~{LL)|Ga2H=Z4{Q;m#N*FgC-P8A27 z2>1y*@^>)Mu@atEt_Wa4TN@j1bfzxzGC}R&kPzRjtSl{X$bm0;U%vPdkPbTL)+l=Y zI_DKE<;Ra6d85W^;Wp|463rK8CwNQu2-&9qiQ1G2PMsS^EowI0auV$7*8=s5>=g3)AOb&-JmbS&?!97^TwxYy{~ z@%xsF*t1{bjySM9#h!jPt8CAf#FLi*;+;#}_gMYrshyRlH-*If{`>m$5zqkisIK{$ zu@Z7&07tEFpB^p$ez`!l)C)yjxNxDky!=Lp16Wq@=i3FHo94?vV{b9+KAn>>)nZqY zlXJc@H#c|FrcGRg5`l5n78e&M?#p(Vv#KmAD%!MpGdFhQemW1fG`>3l48W!#dt$dc zld#cbZ)M&oki*`=LBpB|`7)3kMYl2V+v1_-bYDOqZb3o8655gL1e>2hjWQali_1Mb zg!0St{@uG`6rR^;_RF`8CgRPW@#DS?hS6n^O)>sYpgTIba{7VM+n7`>@J=ydVd2J! z=}s>-pI}{|GiT0-$CN2KY%!nZd=WTy8{5RGvbnigz^vnHfZH~TbNUN)pPA{h3lvJ5 z#N14Gplp(!ELqoh2G$<4p_>WXWi`+=Jf1&)BNugZhXwEXdnphCpw&c?5l+fMR4=S=0IjU>e{kRq3V)<8=CKVW%uM)eO=$c37N%=pos3 zkF-q=y{hA=d!j%8{4tG3`D$E;c}OjdvUyJ`{fcpUTJL83N-7^Z{OYmm4>2;lRHF} z*^u@dif3E&dHneDFRw3q75@62iSE!E70RNcc%V=e_{|Amb;u)YR2axVw;2yXjkrdo zNDb2%`_V46c3AA8DDMv3=KLODRA=&C{b)=(yP8w$eYTLCsK9Jh!$4i7 za?S0b8+CVi&^g7}$DKq#OWAtN+Ez~c#pZQC9B&M0O>`WxZ5)0-J$EqYlc9X*je}Gv zOr~tIQS-{^;9E0ub4%@IE1a7~cvqa`!^V2zc`7)k{QS(0sgpfs8WUSQcjS;k;k zArVq!R`t$qDD?`82cB4&61Z)0+ArmR#r35*hwVtmhye^(P-(X=UW8^tJC>rTmiwiV7#+s#)l ztzP{vN59??YKcFV%o{X0evnUe2L%zY6=Z0a4(D9BH$xWfhijhq*;Y~fAbFuAb zmw!h|;Uaj2{QCEPm-T2X8>^t8inq7-8kNg#0s;aZ-QDu#n)6Wx08PLtKBv|19~FIl zqr9`D;Lks{aqCtvLwpMbKm6NjnjhSH>!T)cO~3!8;p2nXZi;x(4li9;+*{>T9>@@P z>XmQnrd0GRK;uz~!Mq(oK|!InKR@Y%I&%B=Z8Jvg-CxucWQT5RXmFdfo&WsjpP^1m ziwp~B+p6RNoEzOK8`(~Ba!TvUS9GX+RuZ~okDas5t5i*@K|(iqkl{@3X|v4s&bfp$Z@q&RdIc`ZFX3B{Y@?6h{}sT6_0 zLqekyQy4_Qw8)}lOFIz7?5IZbOToGg3&TuAx&|wB(xlqFk}kP-@7{(@o93TJkU4aA zV%TZAZioXCi3eEgNY;_rQC9~jIF=s=zQ}(;}?+0s&fX?MCEE36$hDjeI*bO|yhu1v# zdwYA5Wxw2x6H=f!0Ipf;lfyy0oNdy$5Td<*_}0@RYIlmwWj-yF5=u5iuM z1eQ4oAEIt$WQGuju1_##!txcZOkAUY$19R9k;By6_JxHI9;KuN%s>|VrQd!d#pv3# zYw>GzA;ri-PUkjk;BpxMdWFsl@9v4KYxQAwfp_RQP?d{nv^O8`F7XY)uIq>pA|sZv z@5lOsZ5J?Jq`0{dL5uNA*2tHA&>3F^i}?nF*7d>Fki}ypS@cS!n-XfroH;j?ZuQO6 zLeLL8>Q%EJ_;w#;4BMW!E{vZ}QdyMf1A%;B{AyklmS9ID627Bb@h4jbEePl-0*(b) zFM1K)`Jb)jb$}&20>_GjY_%A6&kWGH_#N{k@W{ncKPyIhSQCj!=d}@^fGkW z{yhsYHPmc7m{iO7WqM{NOd;-eVQFdU2$3g%rLNDawV8M1zYwT3)u=N&tbMN{Dt4{l zF>ybW2B-OH({xiOo|^V>rQ{*8)+=Ogruh%$tQ?X8B>xI`6=o;*U`wVFmT~pNpSF#I zF4nv1R|Ne*bRiJHGZKx4_!Dz)rG#)vdg+L};BwoGfZ;oI0lpB~lW6#f_A_Rl$0aYE zl#6^0Pses@$Z(h0rhR8cD<&QlMOm{n_dtZ21#veJw*Dun0;Ox{^rE}977F}Tu$u~O z_Q8f@P;GNvw(u8kS-<`{GeGU}vb@GfMNZ=9LdBZ>k-KGZ7GV4X6ejX_P<+eA&W;_1 zQ7g5mm({FlKXM5cxlUWoJ^B?EV-FZb{`}TE&ufxVGwF_7ixn+eDPv(_;nrGF3!@1o z=Q@oGz<~^jZGTiUA+uE4Q2MY?=HhI>?NDkr7aC}kYUWKmP8n)_IQZvD^jkDNnX6ZS zCyVH!3xh6fO~R(pR*q01aT7fSgB#M4Y1coP+$x8*Y|&Y`gY<-bJVr7^MvV4SwWXqf zNfVpl{go|iRE6nsDYW>Wa%aBB>))L@@gW895rnp#B>4d`rde-EVHTkOqAe>Cc{Y0vi` zC2q+@Ofe5aLyr&E#a#p^l*dLRVy!2;nktdGpwxK2ejSRIuD3WpV;yvW4C3*ts})Ra zfSv$w{nDB(_dI^lexd)dI>BV5;I-KHvy#ywHwlkcpJxc9_bUX?aVSXoFi~y4J=(=g zJ$(7u4Y-V4pp7u$Ny#3anvw^FU%TZ%BnGX~Fa*ezEKi~d!={qKVwXfmk%j$|IolUu zrE&Q1;R$lhiXiIEEc;Y@2Zw5i4@8jx1hY`@|3Xur3XWB`*oB2wo@glm~b{;-Ar`!cs({($QUqKpPJHd2k zD#a&au@l)v>F7e?fYi*=!(j${ z_$WJj%zd`QWzZt-?0(E}K;U)A2;?ymu9%$~j(Pq1HNW!yp|j`%5ay-uQ{V^3U{^~K zlLx5cr)@{KTkw)c7`+Fi-;ayWT6HI6$Ko?8T2vMhS^d+)UF611rVi%ZFB)U%_;8`+5x8;)ho_Aa zeJsXl;W`2B$Oyn=30u2)@407+$wvOrj7^m$rzEs|v_!nf=PCKez$7*(z$88@?spvO z5{!8M%`wbjcxE6mYaREePo+^?I=j1%!8{~_uMgT32M5QfaxUz`33#vJXuqSAlXBRK z6DZa!{QUf_c?mjS4*?CyK<9rB{S$6f_1lZ<5H6smEgla9A^4W-;z^?c4&1f_Y^|q{ zVMj(l0tlD-@B}-OzazgG4dGYg@i~*d1B9+eg{w!7-Q~*KoD`!AP|we zkGuW33U>&<>7!8-Ix9j`<9Il}=28%qzlp$n87?F{TB7oIF z;)IdnhHafo@bKonTvyTJVpZCqr^Ue72m-F>YhEmPd29j+nF#oEqa!1dQ1uw~$PzQL z{>E_XjWc*`52_z&u|&=9uM>`T;?^qOO*~*s#*IKBhYpPG^z>a~77`c?j}zLbyK*wI z?~{z0Z#E_y%Y#%@CmXAM2o5G9ay8KCsO6~|TjZibVYL>Pl}R8&Q;7wcs8`KmIozUx zoCaa+plC;^M4vZw#3c-uoZtt5T}i(@Dz+WLobhoB;^+}U4xfFc@$1N^jqJz4>EH#w zIbi=oBsDcP45gA5?V=B9kx1RHTYmbfU~HsweEJ(P>(E!wwDMb9)rh)F+)o%m=med* zu8IG#Bo8t`i!L%kB%_l{Cm;zlC;}VR7MLFkMg}nlB_}<-aIh^@Cw4L}aEN4;mHlwN<5(kj zw0c8!KE9h+uY`017Rbckp&mJQjEM5sakbzdvPfk#PD4m1!84L9;#z7dH?RY7{g*cAu0YSdn!3^M-hAfA4cy8fvz8e~@ zxbFP`fuS=Z7^x~HguyDoC}cyQFK7fJY4n1b@PlnfMQ@0TJ_CdQ;?6W|p#*DS!{*IN z`kZ3Yl9G}n_z(a=1nyh@c8Y&Ha!C3#PtE;SmK_sc&tSV_$Y%&RtuVLgWkxCe#PoQy!s%1OcE-g$A z-aixpel0li=Qi89!DPb~tsB`h-jL!0T$Hde_LpCN*^WRHrh`RDNEKg@6v4~Fat$L; zzRx&AU7t|)T+3gnKozx!vKf91t$uw*!{SF931^DJsH!tQQ@{wu-!H%3S*1>My9V3$zT~78Tkk~q^Z~eQeJ#* z%K2D5AG*74`Omv|zm75F-N?ErH@12l0u8@E4=g*EAARC>08$1ZkeQ_z)BM|UbuA%H zcYuAd5J&(^)ozeGJ&U+-`Ogm)=I6(z_ZROKSIlLJz~a-vbbwDp1KaEB2SUyOjvvQO z@;Ci_)@ncj$u2#JH4I5MV0~E8;;qtDqW84iZQq=pUKuVQ6OG|QNX`Mf(5dwh-`~?8 z`nyyW-9rG-8Mx1-GX(WpXHq9?MSyl+v8j;Uryi;5?fnQC0&W%e(#gV35gH<72DsZF z4;eLR@gCF-8q|p+M=l{Cl5EG^f0+bDFlOOxZMQ;1L?Yy(MrD^HX~`|N*HK+>fLsyr z04jt69D|t#H;V#@LM)n0uk7i+A&;pX?Vmw+bMx7jg?Ek^}f{zTUuy zFzkOTMAAS)u%M(mD26bP6H1iQEW+Xw61YJP8tbs*h*5~L9Gjlrdl@LAA>BIWBAH6~ z_5m7$>gwvF6BCv?>}pvVU>~R~$mTMuWJ{O8_(e=jy!K2{ettR9DTJ_qpHVA_6^RVb z!c_KBHPCMmWRSX&%n`o2WaB{ON+Jmu$m~)|((BwhO-OGFKS=MINCY_=@Dn6G5Mxub zCZ@>a#LIRocc_G@s*I~n^`A9TuI#xCEu&Ok%s6W%m~?{Iub0~jSi2|q8=uucXsw!) z3R232l~xrM6;*FUR)KF38ENn7Th4Iejv@numZAqV&&$^4-|A!R(p1_?K-Kv8xbmt< z-%PI>4Khyp!%$#Il$lj6OIbp2!UHSfj*YD?(XZ&Hppdj6e5)=HJa5f61J@W|e+lh- zzRaoVYD@h`PM$2PvFa+`gM7#dK0dzMy?^8DNWijia7aPFsRRp(0GJN@?T=sJ^CD?Q z%=mN$qp68a7?T`J2s1Zwki0%fWoYHH=B!EgiFE&U@kNqga(ZB-1IVUDgA-PyeKjJq z<7imC}yH za$8kBuOP%zdB+#doSS{`>!0o0d{1kztk=GKTov_99`2!){8v&a?WT-S+$ABUnAbUC z7b3yn-`@WvwxCb0EQAw_7c){PrXMThmWoILf8Yu_n?)lhu1jHT_RnU` zj}|F~=gkh<@(xzc<~IQU?VqI^w+8gn{ry8A^7f#oNMF5rHG23SGXx1S*haW}dh;cV z_dr9`+SajsBz^@smq-E#vk3F5WT?=96^V!k8KcpPM@~fNpQ{(`QMDhTz zl$Md1N%{>KX6f6dGUeq#*szlf0`&1WNa3&`6}v^?hcm*U-z=I!0v*GVhNyEq011>? zceJB`&tWz(isVVyGskI&nL|r-tX#MP*_EGP3B!`8q|^gBm3}FC45;)XiNIX6LlFa1 zIGKCeK>r|A5=(TJR!dNN7v7qQl*o^+)tKG=J9*1a_8%I>nlWo=4V65MA56+V(=iJP zz|3JlJT2?|tm{X4q@+|GXEYm=kG4E>adCm^{T}RH7ikGAhwR1K2vpp|0P)BO*Q!Tb zMnyO+&9xFim(Wy@+H&=#r|emw2qhxQQ?7gU)n6({OJa?%MqR8rEeJwjMX&z@lF7zS zHk{)P>4zY)YA>%@P_8}6@7c_^9~uHav`)K9v_9wbRr9BK-me$pC{V0r&~*&qX<^dUt6ffzHsTW#NGntt3h&x1k}OLxgnT9R&RQt8mOvRtjvm#+^!W%oIkrgX2|+&9LxN?m zpl#x(PoGGvACh?wssj!>JSQ|0gHPHX4FcscGNgn$kt`e;EKEnu(n9M}@5gma7PkB6 z`_+~zpv`dU*PJqJ%~C-=vl2-(5+PZ4;O?(wwVb5D)Lw92<7GYZWbAX=#)iRYlIp=! z`gWBC#$Zb$z~2Xy!J?XxLOc<|#lZip%!zIT#H%yZluFiCSHzM?ZPCZ`&4Rglym}Rk6b4Yf{-3}9%urh!_@Z*|3?Lvm>;NM{ z5-K`q4=dzqU?$xkZ6B?kmd#C1>)?CHLt)bdfm-3-mjNvD41TKXpix0Wi$VHqHyJp> z6qEF-6Oo?-h=+=TNl&@HCpcl4W8LDz;jB4v)PYKPkc>401!XB9uzijGt$k8oKJY6J z1%7YuegD{UFU*mMH`hg0>;^{I$*vmd;jvw5{o`~sRpDGp6E9hK`FjrUs1vy1_}P5v z(589Lpg{3j?;uW}$x*Jw(nrif$J%Xa4O{#wm5fW<>|aj$tw4J zefNFaL6#%MdiRQ*%6q?UUH(Ix()tx`JDUxfS;-%B21yPv`8W_Y)a}U6%a#`T`Q@Me z-x0Z9Jw^WwM`kSy(jlpB$aB@~QnP;%lB%n#OVUuN#s`s5BKr{~%1VR4GSrALq>f?U zM3Qxib2oaJM@aqjeZI>w$@g(=F6&0OJLuDM zT0j&yu!|u;vJ#YvM1Abw5kvkiVwunlSL6hK*8T;z(`LIqRym&>wApb|P6s{67CZ9@ z6%tal;8fFll=~j|jD@B{&|wlm?jXlqa~Bx>ojD9CaiaGSH4dfx8Vy>?dpHIWAer=3 z389&w15Wd%cq$!K4g`{E&2;SL2&lZRL%FgDVlq>aOh_GUTz(J4EqW{HKd#Y$vZFy^^}&2lRXxyB;rH&?y}Rf1 z65`Nu;IY79-CJ)VHwSaQ5TF|vJ-Jus0|px*Qwct&#d*WVqm(9we-*MYJIHT6Bm*oA zwMDyyox-Bz;mV-DkjSN-O)+O zUPl-W>XQTxy+{JJj@c`xe%tli@&Yj7JoSC(f*X@?G<2nNiAs&wWL8(Y5bf4Miy#^( z>#3K_$e9E1EJxO%2@!R!50+Xj07%UA^t1revWQ5@3H-QUfvp4W4b<68haFjgDB)xB z2p@H(B9G=rLW$6e6i+P`aUo|LgQIiBMh4(;#H`-TB-Es?{#X3Nng1T8=+Rv}JEEmB z4B`rL6Rkt3P+7{sS3{s&MZodki8=$58sL;DiMZ`x?31o@R%pRc@{{$!@w_nqmX!<3 z58757;A%In@yXrFa90J}_8Z*O5nD0CI|E)QQ2-d9n2)soL?)j zeACWKBF>!`$nhd@kY0c5mbfI9Oj}t5%ZMp6xNp4#f?C)g=#tY*h` zi46fwkA}4v1j32Ipt$hVwVp*Ux>{d{3p zMXdTo;?v{IRSkmC(WK*HQ{P zIK-r(Ptj9}yLNGlATwGWmaZPChZT1fd@mwMGWPj`*vUFUdkWDK!KoA3{C zurTP_0bl+yI+{*IB5Jq%>)*<4{rA8A|L58MPse52X`tEe^()y-o*%=ff7O0O(L687 z5xlA4*Pqyxbg$pdX{U>>7rl_HbKQv3PUN&_vEDwty)lRMc%STjtMe^PhCX9^JK}`i znxN49lZPH&c$brNdTjCA=Z-%`+)ASyg=)ELrz5qaESHA5&5QzON;7L#-O%|fzP3SZ z`GL;A{RwBRVO?_lg##WPB`20CZ_5A5+imw*20YFew%sD7`~#5|DFXPck_?B zi#5`Uirx@N`H7YVyiftxu^3(Q=@;xi0ay`NNdOe2V|=((82=t#sST+t6=&Vdr@y&` zppw^H)~Zw@>?-QRb)veudS9`kwDe2RfDl4T8xnQXtcL^CmS$`DJCw-)(H~MGZiyq5 zs%%xSxrfg}2YvrJbRtH}DoGnC=sf()G;BgUx-+s&|pflk}WcL7&Pm)IVOo_1;QfXnKq4_r5{$37K%{

      Jch{0H;p*8__@^K?p};G^B=t#qTDycx8=$U@ia& z&~FTu2n+}h4}ZqU8!z5kDbCLtlQpZSRqB^&c#OR8A$G@Vg*6Gaiw_J z+8&;shUHmVh^eSHp3ta`RD6lVxj^82$1(lfunF^_xV!_6T*vT<9JkwBB3CMcmZKqL zh}c2<)(dR)0Ln2QtAnN^i03T;YLwQNh!_kzMlBT>D~81sF5U>r%W)_Fd5Ih5&{=Gz zXq8jJfN*hi<>cgOa(~!fq2ntfSCU1?a`GgPj#{Rz<=_~; zJ9qm5Z>@W4gDtHC@T#>Z{xW$AIh8qUvD!tI{=^bHGgYHKcGm@E|6KR+mrpA($BjMl z85pD^RM6zui+QRzFa*UwRGfb>(a*e;cb~ucLW_cu(w60iJCwun9Oz28OnAv2yi_t| z0nk%|27N^1r3TcF7toaWxVgFaJ;Uh*8!(^#L~vfgkN{h~tWnRH4xFTJx+6$N-jCOu zo<@Qb&PZj;{(8*MWKbbZ~?EV0Rt-`WUM-uFxeXOoPw z7bY9%K-66|O2#D^dtY?@YP#@v`Ncf~cTFIAc;VEA&C3Z!>n2lOEJc{V3XO8uyvUbp z0`e8#TX!JkVkt==+%g}yC;KZ9e<_3@P6%TN<})1E_ z6uUtS;v6rqv{}0=j}}f__JSh}rS(UT4>l&#C8*Sbwcm*TWQJ$EgXi@=t$qO@#1lWI zjZc!pN`~3csCbPtCrF}ibkNu-eK}yVhsQ|S(AkrDmx_fX&YJmy$nb#|IbiC{asERa zw3)wmnO%lnca}X(b}cX|r{nyz*d$6psQHx|TXHTC8^c#WCe!Mr#vDe!udk0aIs{Q9 zjW5p%P;%*amt|+SJ6o31)BjJk9}Mw7tmTkv{bRf4=Kgf&E$OJh{OCC)m`7>I8bn1y zrG~>BIb1=$Q|On~3XN@e1wr9vo~Gy6H{E4Ui{{}G5&Z(Kc)f!Kvg~>Lt(8%HUr9KQ zzMPQ35erI=OCUx6R$^)hh&4p|XCK0c?E=%;X2&@2EU zQDxK5J5qmq+Bk;K@$OQ+t1dKGUsf|kE=aNOSszQk0B_O^-45#KP{BbLMjG~}A$V6?Xh1KZ(%7H(TwdT7_|zvf>U3FaNy2fiFq;16cJBM{=uXDo5S9N_@^8zvvoCA(~z$M*&Roo zCb{eD>6xLacgN;36n(wI)=VO z=^roJ7$OJD$?HGlgeiHFAMl-}zd@Eo^fb17FV@KHoGr zh0T_e`D9RU_5T!0&sBHX|B6&(kYXn?mobhL5#TXY8kteG=})`NnoRSm%{`Z|X|ytO z5TbA`Zo=}xB(c)bLSkH=kbe}qIdCs&2XsJ1c8%o`D_yOiqz(nIaLq2|=V%{>Bd_Jv z9JrCSaD=v*xa}lCBGWzb4^2)gTUN`GGUGU%%M@(fn#GGUO;D8uLfJU8EiNV|h8*uJ zQl21*+(C%v#S-4dK=oo%;V}LF=PVl&F4cCC>YTI#=AK84edo#4u~L56?Jt;?rt=Wq zE4e&36ko)~JO3lsywNbZldQAKH}`y-$*t2LVU>HndewDZZB_~xf?X4uoek2?9M(fk z8Au~jX^;XtI0I)yg%G?BL5rABCYssu{@~|Aba~x=iyLH!XW0l*YCBw%c9vZE-!EhT zyAZVD4VgkOct;@+KZzdz0gZ>R75aB2_OYvDvsn>qqh$d3cBO01N&c`9J?;CITCYI` zA`^@^iX5lLV`0vBJ1ur!UKLcri^zw0y{4BY^as)w;69pHNnYv1E@&P|L7`?upxc{6 z^IGY-_GizSgoTjIr{di?9L6mfd=4Q1swbp_gTT0Z@eUodj)8@en&XIriTOpab4IXykS3cObUpq5=$R+dUCR@aLw2MVBvj}@scnmz5Z`#*!H z%8gUUglDMO+-l?nH+hWaq6lqg)~Dgvt@kzw0n?|YWS!o+Vva(vThP`59*1Z4;zW$) z%6AiFO9^1HC<(LzT|!aFeYX3|J9-p06wWE$1(NiJ7-D2)08>RjH=?6?t04~0dJ8$& z*1#%gRF#u^1z67-9T6OS6irziid4d94KfT?+gH?B-9=K}tU)(K6Xd(KXAEjbA=+x% z=P|elCp$YkiC*D9348VkH2|Qr#0_UTyVnllY*Zl`pZT#eW7GXh1NS$wU4<1?iCY{W zYUU?d@v~)Q0mdewT)hRAfb-PaF$R}i44^&vZWi|8hsa2S2a^+q*qROEd(uxJ!@ayM z3XXVnATUy_>80}O$n{qp`G?($0Yek2$H*`lY_z*&=t6)U0&v#Qc2hr^W8P*aVw^H% zef?uFc<=AY{|hWDR*!Z+igPAe;*H2Hjn$Vqo^73LnKHxTGPIf};06e!T6Z7EovX;j z$5$ued(PA5JMU%RnPlo4>YV>4Tsvq|%G=$6QdZzJpXYQ3n1f0K2oWS@3+*cK4p!BS z@KX1Z!H7M1zlWw~=h{Jt?a>a7+RvKzqKK592=SvmWlKAb=e|jRY(W<4$;@RhZWO~D zdS64fe%j>l%@D(umt$r{bxM6shwny9V1+eE)s#yi~*b%B#vt@15 z-F8=A*d-WP1RGu1Ch(#fNt(ggQw;%eO8P)rqO=TH7yK4Po^p2m`IceG+lww;WO)x| zFD+)ENrpv7muAfk`2v_9Lbq-TPo2ap3gDuOaknq|$H4%+OAEp~9()-aA!v~`3GW|K zCaQlNCRf77W=1ZcJ~(r{;yRTa2^fs!CDV2G^U)#x^MtC9CX5f30%LKQwB z6`n|npKxI`yNc)J zz-5*37AV5K92ds|jTbg9Z zWa;<9Ah1Fg8w^Mw^+?#!9znD00wM4a%c1<6G5GS-$p(FMa8aYl-AL;dp?@W6o;&&tpPyA4iv!T&q*4SJO4gS)QcI zr=_L+&mVkf!fy|Ey$pF&Pk_lWqG#Z1V_>@(l@BAJ8ROE2OHzdPlJSL?LlllNh?iZk zSDJMKqZYPbAphR?3+@FCtsAE>OR)y6>q79h8mLKLz&ipsKfedXnLvXY>tzhdqz5r?7(%UTQ$iw?1KoHQPlSLBvhAd9S1LRjUO*GfBI&nfOrH+Wa7nFcd-1x&nhnq zKl%}wP#XTvZxOU8Y006}Q{E^(a9P*7)kv-ig+-?I$nv*zkUtB}4M_j}&-H)q$3Hk< zKo61Yf$~6@Q*HJlH~hnJ2W4sL1d-N>K`^yfd&%7xtXokdcMf}-Ky>_S$Q#ynP$O5S zy8?m`JU5fQG_}+Pb)}e~KO9%i%DPTII-Q?@ubBP5EBiILca`nvVH5;eRm{R>suZ}@ih+(2wDHnbOOpOTbR{LAG7mD4)gZW%s6;-4r*k;BV} za)frCI=C8N{jbD6awp-@(b2=i`l1NQk%QP+Q~woGp}s;Z4t?hpcnFK(KM5+WSds6T zlU=v*OmgN@)a1;;=EryPyB}A{+hF}%#pp~^HqSH(uM8hbNyhb`iJbo!kjSeI9F0m5hyoviT1u+6<3hih@z~6Ahi6?O_tDROv>_mk@n@`XB)ZeWCA15mGU-Qns|TB)|wsxg*+srkBaJfE0od7WL*aR`t(wS2_#q*PQg|E}^7Nf2MbWl(n- z(r>6C32Qvw!W00GN#3L2yT38ZVU7r)NruRlm0)jizwL@A~ z))VJGYjlMN6DvoN70`kqtYnVUY!pi4Z&0#8N0!kzz(PnStTZZ3JHSROK?9+&R1rH6 z%y_)OO8_q{YLt=q|Ei69Yphqy=R%T}l9Qv0%+1pA4h+KtBB>UrZlbi;o`kMx(^lG8=5BfNX* z!Knykxz-Q%ZL0O1o*5O>o(*~2VFlUZv$YL*cJf31nY9BdOdqP#Yh0DO*S&Z8_0N@* zTdV$sBd363ne$0h-|^zd*RzC&YM6ZsSu+Wp;aF>Xf&a+c1;}1(7+l> ziy9H+7WdlwIjxbXpW1Qus1Dn}k zbxEVxf2_l)^N@@Td*41q1a>g(3Dpy1+6Ra<%lqx&ws^=2%H}29NrpJS2zBf#;7tWy zTgP00QXhbHWH2Pm(mL3a-8fViV~DV)@eidOrV`$F3jT=j>{oYM zhMj!%nLNgq%mh6Wsan~7=MKeX=)37@=z6KepMxDk~R%-2!-Uk ziA{i@_!*Fx>xfvG*Q!{50RK;NAT)BlJBfk3jhPO^{3={{ASn{fW#;-_~0@ z$f-4=RD#tyzI4E_^fkRmQiZK-2JF-YEYm!2hDc&)jE0hesAoj?hSHmGX@QhXD=xeL zRNsr-=09r#@nR8*^Ol1vcJh~$ z8Bf~?#myb-OMkYd>STHbO@42-)LhC%zB_GVtMr+MRZ^`dRTHcoJmiLN@)-FuJzKoD z6+trRsG~WzLv%;Oj_QuF8`44v>_7PS|91-2}HyM!>8WfVp9XYdpjm_Hl zCi5N~p`l~UGR^KdX!3Su2fUfJ&{JpXMAZ_k?tXLZv4nx$e-btvmDoBkB^fE*wuHY(loz#=ui) zIJE(9s>t8vl1LQl;omC=ut87WPC9##PjI3ZV+f=;x zAbGY4m#5G@aeX9bJ)nVXZm3O$uB6{6Xaxz&vZ0l{qSMk%67SzYDpi0?34ve4{w7Vy zO<*+Nb;y$pM=WREs)+N%lER5Hbi={mgJa)vFs`JPe_~BK& zm^;8{Xw2@E9uWTR0Wmt4RiACj*#pMr>R(^EsbpK2ILrx8H8-89X~e2~$&7O%U0QQa z-}=?^Lu?)T9J)zSV69Gas@-h#?DbSfMiYls?v^9%?{g2pM#h+S!)PhPL4v+S;l=58 zDh((749pCGG)57&3n4EH?%g3Yd@4>czGTJ$AzS3EeKGTV8VJAp;aFTI-4OOg z>O_r_Io?AR49r2LHCr{ZLP6FsO6v{ISeO(xiX-|sw2@&#tS!GRB|sMKg6&A!c>)e9 z4WzszK1bc^>+3fLVcihRAGu>+@P<36k|o5ALMaWx84P+Wp$Rsl9mRpd!e9s2Mva_t zbU)A!`j5AuofX*rOPo*$hNMasqksGSbe?c2eA?G|$?Q3@*T&H8yR?Pp6!Ajr=U8tU zbQ~mjKZ^GVc0RwzKt)+X@H&tfm}v2ZM6=k^b%|^dp-F&$PJFeWb&E|Zo+!bfKAw27 z5Vz#<8cC%_A_k%VTYe!g5XCzTC5X0!^V4?_2qAh5-kIwMd7-K|9h0aHh`>8HkYHY; zsI3W1QxX;u;IlLvvlL!w{J+q9zDixhy*Td|`48BrlMe3Y zUiM4L5&v%!^*`R~$n^hb<(6>i|6=^MA^3l^_od-jukE`J8Os<&W-1LL^OPx(6iTZi zvnZ0O^iVQJhDwSGAv`T9WGZEhC=@9xA}UHKv&{28@Ams1|Nn=*-~D0lk9!^OajfHQ zRi5YfyYK5duk$*u^MWwKDaGHLOf-Q`q)ApUz{ z)AMM}DRUh0L{hq-jP0Cl^dSkv^?fcb8sta&(O@DS267!pd*s=G(4VXl_J1j5GU-IP zk|fkDDfjASO1BXWNKSF@9X26V&;KlA`guO^&?5Q-%|5I;FJMVIQcI;jr=7#&Cxo#7 z1Kp=Ounb-#v}b59o;1NYu*PWRiccUs6^OLyTC%d61?k}kx)+JV@YDwVj08*v$)biQ zeaPhJeMw#>B;Jr;1Q}3wiO(ipDyK-IVtH|dWc1c4OE?hAfOb!Uc9{^kged?ip+I`3 z@FaY2$jofyX6v_mXl0ye{a<}dNBsRHeB-5o+fjNiV5(_(&fKPpBnRtMyCw(3JDkw z@lGKlDgTpg0UdqN#>Qro`Q8}PWjgQktFyNT6uVal={g<96wrCF)v+5u#H1VqpRs~N zHPxg7F)tnEE_I4Pz9SeUy7A7hSHaTyzmz}t6#u=y~Xetxs?sHd~PG|9I| zeN3j6^=rKn4gYFoQU0NB8aMD#J7D?q=aIL5MaYi-1r_|onsL~NL`s+D@6RbiGtihc zQ0rl=Nz@H7Khg$7+8xV9H-Q@HS=`}o^x3E0f6|(sHwJ%Qkx6Auu}N9I620UV35 z!@S$cEPSZ*cpeV{BWSzbtN;CR`~1NBv}!zzmf;ZI5#gIOn>c9~5 z9W)A*00~^lY|VyGZqL4)K^wI9exmyupbhJe=^8LGMVD1Uqu6mkrtLSL*x3N6a3^JP&}p5loeqcg!f1QI|4EjW*_ce4eUu&h z48hG9`}4ifhO(mZJ9`0|%f{D65i1dD=%9*UJL&ozI(*n|Dkl?vbGB8nJpNLm@)&Q)4NxLoAFp5OaVHQf zb}R@5eTUS+8t47lr&IM9u7H_!^bgQL?;zKWBb6Buq_sYuDg>YW*juEl+5=eB7(WW8 zEi^E?Q~sSk1lSgLU)ym8NSGQZp>j*RB?{e4W2^ zCw~du?xpE6K;~JD2i`%m_deeC>|ATbUG1f@XiGn#wxeJyLhwa48vf~9!(iagZ*{B= zji!P6eo`)7!0j8^+AjuI?8UFUN zKkY>PC=#v+o>%LQcPPL@pDdjRW=kU>ZWG`{`^fiZ8iIf1ITA;}lx~`>)s`ISJh1c_ zfz;@(hMIve^$>n%MUrO~>+Ir4pzV$v5O|+Zkc}h6{9x9e*$KTt3`zb3-;?Bz$Abo} z)Q(@QmeRq)$omN8xD_kNGHqn}{S$ zruaupHb%#%)S*jF+3=b;jp3)N5WzH&;dZ!}N+TNAdjyOpCj0kSdYg;dRZO3bQKxH} zdy2+#?_Vi%he*>LsyT6}vV6%}9@4ags`@;b1DC*WRuH#BR(pdG73lYp2J>p}lNXA@A|j5=li zAF}qRfi_X0+yUV!X-J;m1|ma_MbhtqD7S%J9WvR9lJ*2z++7^*{kJHqp1$~(U`L*O zNi=>6fGXPqjfltwO0iyy$e8?gr@(=>0AjsOsJk*1_M?wPSZgA7CPH5f)Fwd-C_~;` zPSN+vc!V-QVg#=J0iNKXoRXO_N0EW=3~qjT=#vx5-*qd!ABO?y%G6R|rHpcQ(dHLXP^ z$qBGQLe(O~SBwx`C5iBWh{s<{vOLgUF8kZbKPdTc<)oa<%r_}Z6B!^e)}M#$)+JZ8 zbg*C_nFA-#mRz23^kRD8j?kd;d@SlS^bWJ_t5A=o4!SVD-NV8?ZDMcLn7>o{X9r;Prry|+D&C=wZ!>?zErz^>*{iTKmrd#YgHzG5(tL>H+w-8lsVPn^Y=jgi)uS zktRAZ(#QU+vZu8tX`aBK^AJ{>&^ghp=HpW(xtLP%e){mGfXCQ)wKLTv9G0o2n;6SM#<1^AWh#y2`EJRXAq#=JePbeba zq1BR19vFxR*ZhKl#i4aFC z0DyYZ3tC#7&j4yUzc5z&0i4_*#7gI}2*_qWE^PulSpC@&^9hmG`! z*4B1EuTL!QTWTD^|7K>yBqf;wXX|Y}VP6Uav<61Hd-mN5d4S*x>;zW&1p z9wsKH(dlV}0|&Si1=#N-CUOf4M?gd#uAq5%3|CNAS(%A~nH*sp$|@+NOb@^=orRTkr<>a& zA%*5~77mWxRBEA-om@cbreM}>{ZFy6&9;NV)N*oi63icyvis)<;8+3?xOBTPcN2c^ z-uk75KJDt78YZ231~~-{-_+fgiwsRZuZ zEbQ#B(8Z*qz<_sjZ0rS+VTbg*X&gK6+O@R%_j_AsX%Rn}nG@c=eOuu4l9OFND=SM5 z->dkg!I0DX&`KB{*}J>TgyN(5l<@)DSZC3RyHwX2d2M~fZ~ zDyyGZNMl#xjijWj@Ln@YRA$FyI>HMh2*eP4=JgsHLQn5pU22=mU2}!_$VDkLXcE*4_`m3s?v4+T*M7j5HEjxCB6n7Dv7JYJJv!b zTnik+4yy~wBlerHyE_US|GJC>T#3!wx5xQ=T3K5+y?-wjqEB6&-Qx1?`*(?yP}p9I ziHT9*srVo#$9-CbfsrvSGjp$U)FxWWaNJ6HFE6hh?DB6L8q^sQ06+BX?ZvSj%8Mf1 z9TXSGhsTE3%aXeIS0ntg#kOo=g|A;*sn2!{gI{cJK2%gxBnGRS=i3z(dBJDv159Yh zypOSK9hfZGdzC#gGC+iCmK$Chf#G*MfC*I?@-gmk#}_hS9Z3wojwlvd z+mv~9YN06A&1(6Mi6(wUXD%UO;e6n12oTwD!({R> z4yzs=xkAhji}gF$#bNOXS0u5xjRtypl%Q+@vsz_1X`oJfqsQ0H{I9nStr0k`6=27% z1qD&qgw=WBllKCNjZ0KC8dj9_I;Rffv#iBMz>~Lkb-fC|1vL2u@%m)t<;keX4~BfO zm=udx+x|*X0fCj`3|Lu9_vEvch{idw6$g~s6crSzLBaPpCC0~Bwzl%2^-zrz(!MAR zii@0YxF!V@j$D3FI`eSn34Q%noGaxgeHYh<7)@^3^4{Y9GWMt)KD-7O(f-t_D}j(i zK@P46Teq&hzHqE&dy~)Tye@pgx7_by=CxgjfJ_w3Bc^>2z8vv0+*EXPvg&DiB-EAU zRlrqH&4gc2up9Sd23VkHGUsb6cFrIgibdmm(o-TXUxpWGh>$HD4(N0wZ#Ao?;p^dJ z#vDF;;=~E;#;$}oPkkc8v_ll9o#K4H2!07_3mC|%hH**==Hyvm`WF-(&G~$;UrOx+ zSJS&z1SAl@AP9VjX) zQk;!N;Lcs$*qF1+fr>DLci#;Pl48-j%EZJ(HE>BI=ytxI=59Qppxdf=5-Gg;FK}ji z3Y^3l5OVG8?St_zjv>|v5kASh2bP(S9=*bFT_j4gUH6*oV7m3*S+TCMareQ4t8riR z?W>t6*L#-xKmOwq>n$ZEMSdWh7YZzPm2-!NhEjrzlpofPj*o}H5r|C&+idLcRxskK z%Oc)scJyc@_OKz}uLQetfR}N2c=-Lmxn3m@DBk$q4H#q`lk zF2k;#4AJBVGB)ieE_ZEhZFVRIAa0h%)~j!WgIA%s5|@$T0CYz*{P`h+6Fy1mhp5bq zjN;nbw%3@Eaeut{9FpXlBRk>5Esd7|{{d z*}HcoCKQ9g1^k_nQU5j(rrL5a!^7r}E(oiC`@n{ugk?nd**kM~Sq~nt=$x|Z>gu8( z#{TH(p>y^(Pe&jf7?A1{l97>#h>CiJ_lO58-pB4+E&{719SGFAhKD&)H`bi?^sGby z;P~6h_&IR`LLgvJxsbZ4W^}$&ccSAlC`A0=I=B0e9zDXaAE;iMcUkYAz9xYbXM%>g!h_P={t^NnssvKHhM)O}PLZJB!YZNq{|-gs{jIN$S>F^kyc=S>by-OAQC41y9RV}wq=&*G z+|kLY8^hT@TXRJTJ@g$YnPt_gkitSGjH5*1Hyjntyrz#t5iwapDvt;cMgPl*Dob&U}DntNRfol z$tj`{^zh-9P%eat(W$B1nps%>C+k0V7HuF3CQ7P69B>N>T}5X44tb?{$=NM~Lqko? z%?#$>ww zZbZ^}iSg}F+GYt@-wN&UHbT<7j1jlX@WW;01(7iC`ZhEq zjTGB6fQI)mw3Q{4m5;E9zXTGKhAquT@@GT2XqZC5FXBv)FNKvAEaG~A_YqgF@Laog z4L^FIJSWHGs-TLAs;VlBxJ4~nxy^P$E#av2$RXoN<5OcQKNHYDY;<%)`U7(A>I z)0;T=^Q`(9I42f;)0gNpwJ#1LP~g3cfh5FBFo%^H&dPTLG~I~XvzGwSil_s(xoADU z9?s5O7LSgg46*)P5opWOq;7(wXtnvW1ROBMLY;-3$WlJUqHXy0Kb)K#9V5^kWnpG! zPHS=wMOp^n9p;Mji-XEQbV7?}yCRP3;4_DlCnG<9wkmGOm8M2LOGsD;`ZpAuAEcEl zC@?(6O4?9PqBzwQB+#m4b9kXW8O<# zYu1Qw+Qdvqxl*scQfj=P^4y_qj&_wb*6Rd3HM;#4tKdXnnUnYQ>262I4Y0h`1RFtC zwvA3szQS}>7)s)A$o3Qq-|lt%{9@a-vFX%L4#F8;Fg>$0_+e{BM#d%q0RhLBP+v_L zltR%Ya)xgww5mvCUHF3qezvB(KPP?LK7Aq+FscCys!%~*Pf3Xu-xVgNs>+Wd;FMWU znsRzzd|py=h$B+`*7;?PLkYS|OZj?>3{ILrV9QcYQ=Y z{8Fj{w#C%OMyAur#bqT7)Ul+b3!t#zpp_|ad_saau(Zq;*pJtM_mzY3GTEKCdD}LE z%E7HvDX-9rPS}0#M*b@hv8k;C;-Nt{xdvy?DgrQqcM8Fb8`v&Btc@UX;jFqatj)2P zg;T8$umDvYGwfnfq)NqY$eQ+{8s?WYn@6eP6qC^Ahb|k%!eS$I#|#*%QuUjW1rLm! zEn$D4vU}ms^6Y4sa%T8^=xR+9BRkV)_nMpmcj%H$rjsr8_uo-u#mhmc;k+IbLl66< zqLPv-IE*o6!kV4DA<&_t*wNXA&vAymG$ln8x9T`;FZ*r`o*f_jS}usHkm3EEc(Aj& z_(}--l&%|ZZ>jy-Fn4@0UThp4i)Hj?>w7`epxCeZeG@J(M^QH^u5 zaJoVOQ0@Yywadan0JK8aw{O97b93H_FDN=XI+SZ7nwL>tub_aErAs}2-oe@V!C-!R z4F_lRI-^6TW-l4mQukps4#4E?7E?DVUS9nhteLM!q0-6%rt0i1XMa9SWvE4tHf4+7Wbi`)*>|NJqK}kMc1qVw7IarV>Dk*)7 z4qR}^*x3utArISc6qS{$zI+iz%3$H-tVLbuST*=fY~0>WYKKUTUF^@-fYbC8tLJ{} zaK&+@Wo2c9Vqh{1hoDrDeqDe+I_#abC%T*MD zyf}nZgWxJkd9;Iner^sl%Jl1n8+sG5_-Zd&S`I6lOixXP1qajNf}Vzb7aPAU1+ek` zud_H(m0;dH;hP6VM>SBk&V2vC_3K;&{J=@i6MNILlqq&NX~}nYb%a~H$%Un6+>%hY zY}-2_h^;I^@cDE+apD+Mu>7i?Vu(=QBVVJyk^uVXGSQxSbnbR`-V7=L_^HrjpQ~t( zY2;RkehY+6?lo%|u}WePTid5HUcY;1U}VGwWm^zvWG)XHcSdH~Tm3VzU z@oBJr8BnbAyJ^6fpx3Mf$F((!^V78#8CT_D8%6N|hyyt+WPvk!1P}=gB|aL3q?iHQ z%mwxkP`?^cg(7nFxS`(uXLEDDFg9XElcWloTW(QNPJkRd4JPs{=vQ$82lcH5eMe$1 zT4R?W7jl5Wt#f`||48QHZa;pL3Tie;pVu87f(Std$Bs#0l0FpG zUuaC%Nb*~)SSi3+b%GC;Ei5dKf%V+~yE)>)DipPNH(^}#2xv2CQ@lrQ zkMpLgrba!tog$=mh5>a_r&_L^(9SRGc+8t0v5KqT?8~eV>K_QZXwm7BP6KcU zr71j39?T&|5_9=iuU;J;ff=%43KKWg-X*sTdY08d9#!i*&8)1h0vLdT;z6tnO-}yO zt*%eYSh@aG|Ho#R%Z=X4Qd_rTc?|u>T-#^_Ta7abT-=MwPuS&g3@)RH^4?=ZC%v;5 z^kxLUr5&1;Z1Ry25f9MDwLx}5v}U5<=BGVg+YEdiuk0oOJHO*CDwc{@(glQQf7wlkLoaV5r*Fc)j+so@hQU-S0>FwV#^=AFt@qGF#h|GWfDN&rN1n~d! t4^1YDb=$xHPyavh|NlQo{D(&}wET6T+{bh}qKoKI4E0U)a&+x3{tp0t5zkKBQ zzT~_AyriOdZc6<7389DU4*mOyYU2yq|9-$vR&T}qe?M`9>HmDi|F;WOnPAgbcZ$ug zy|?OBBVCu444Yp;Nr_~W&hhB!X?rP-jqz%kvQ01dZ`rctrL_OPwd>YZ+3v?Z+~Bi( z`>MS|LYVPaw>>>YFE9Q4sp~vi%DMfhHs$2WlYa!?_xNUJ3UF+cPS?`c*Wcjia*BcJ z#(ZOth!a1@#&vYeCoV?0&P@*7I>UDA#*MUM$5RXeTJJx8`b6#L=hu*|vobX`HEkCi zBcuGS>UvuWzIA-)wG{P9)6?2tg81IKE(r0PH>-r}h)fw&h9#t^%gGIeZ}=ss*fMs) z=-Y04N5=@`?{Ai_pW&NpzeRu4@GEmgh~Oq++x~C1C&(3e{(S}O7QD&jy%NHGU^F_PUCJg)b?c09bh=KoFgL|BE zQiR0)t&Mc|?%s_)b)9ApPIe`u1Y`NrBa*l>oom+~Y(0FXy^vn)%&AjU%*@Q~y}i-Z zd4F~Yi!F?A%E`^u(b1v0_bVwsk!JmRhAms}@S8OjG&F2~xKp6mooZ#WVI@mo%GYo) z`g>FQ`|p(JbmH$u~n0klShvoJMBfc>rp_!c#VU-Qdd{kbvrw+Gi)Eeh6>mIk@R6+ zhwE_|>#j9!?yFDI`*fEvIX(T(y?g84-}vou`}S>b>KDM>7*45SFSRVfVo7mXd zlu57*3}fF?{7BXu#cWRd2=j-?Ew4Q6_fox zZn20sM%V1vx$~9N)L>a^XNhlNWhMR0%uH`fw!mt7mIo0LY$1Zyt8u;47~*?Ut7>Uw$qtyOh{`@BaNl&kZ}jWm;&F`jVbE zi8E~P>RQFc#r0qZ?`mAW)P)P5vWN2SBSt%3`HEgLX5F>xVQ;SyQh}EF1Vctf#^0IOE2o|89ot;G| zDwrH-N^x6qeZa)Go{o+#-P`5ci&I#KzPf~4C~rvOKpQ!qkzc&rYgd$&mscfeiT z(Ze6@KYUo?^ywAkwy?U*Gon}&-`m95J~TuxE-p^49d+UM!-o&AY|P*ui)jD-d)+C9 zVPsd_!gCHbHb*(mHYhn`H_zWc_V)xpg?<_kN%8qE}?7yO-a@W(-Q&(2jC)N4aXFu{wl(qnU z1obwvYuC;wD=ViMR)&?0BBbtZymzL*DKjZGJ}ph*#`WtAdpF*D_UO@zt(EDf^$L00 zs85ZLj8vUq-Lq#8j-zXCo|t-wlT>^(op78)_S(_O-UQk}p63GpQ977FIjX%e%?U z%&h4AQ|<%heL_)73qx)arx-q=65PLY=T6xuszwTaNj~JZG^Z7qLVbz>mnJsdzA|uh zD1S*4$4*1OwmFZCoN$Cq0HsjMy zll=#j6cp~}FH8m->FTnftSaQ#^eH7ICA_Ok)+xlwXyqLu?c?~-qZgk~A)dUkhMJn1 z2i-)^$ZziK>?9|7_wHK#AHPcd$^YLaY>QauetJJJFtBXM@JrBMoWx*TetzA^{fPZ< zA|uI7K-w|&ZE+K=Pf&}x)EcYECC@-T@@<6_#eBj%(e?)s69=6etVCKPY8v*FI8_sX&aFU4%uavqU*=(2Lf zif{RDZh`2I$F4ObQyCZ-m@I^bgfOtM_~5O0t$a<@)+jkv%Ece+Gwp^n$A5oc<1#l{ z~QC*#uB6a@!t^M9*qLgIo9@$^r-9K@DpN2aMYkyvA&2e}*HFEqXZ8EXNCod1l?b*GXA~rv~ zGEpPj^YP=2A;NZa^78VJ%DcAnU)z4^^5xoD+8xKJ^-6ps&YoTUMmE&@rMOo_TH59| zwoZK8sd)LKoK3B`wA zV>_|FfvPGhMhjouJ$7sVNY#IIF0w2YHI+0Da+dQmV~T^{Q3_hJ?Mjd(3X9Aq`*J9M z-QRln;*~4jqy_dQpz{Bw{pSWn$%cCDUdxpE?m)(A#gf88@q~UHV?Q_dSzi_rZDZpY zrJ=sQ`&rgKY+PLDBWdkJ3TB53=`Cl+jhpjacDl@tpTeP&jjGs~Ph6+Cy1F)G+a;Z2 zrJQh{K1yj%uh)$0(pa)KZ_7)tWCgoy^+$(%5i%qIuuk*ftpU>Rp?c2A7DS9Pgj=t;t_sLw! z?#^)-`*Snw4HD7F~s)uxk)n=y~47x^{6T(-dnha>(nfChTA{%evhKh$;lb6 zK7XWE@T(_T5!*MrhEJ3R2M6Cr5s0h(@#DwKoE&BWi`Fx54ZcunTr^`JmtLi~i!IGx z);ok`s1#o25KQhrle_lG1Vz^ZZ5(j>QFG>dEL)Mix7LlgKK7^Of%=E9q`9MKlMYr^ zcCPDOyr|1;L0#QeWDe@V&G2wmG|-haG&JwBv$^KDic{adjT_NSKgDo6DzQB_I=TRb z;Zb1VooCOsBkayZE~<8?y?8-6_MCQh_RrGo>iT-G^mM+#=B!srhB`VgN0`tb`05VO zaV`nBIt__j2s*wF*Ruc6A%*j=cQ7##{F1*o%k}!wfns0Qr3>{{2Ch%JQq z&EDQ#lafu;RP?N(w*v#WG`F<)g@yS57VSB3KsqZZP9~WD8K3Es;w>IauY*LzDJF(W ziV0jtjwnB=wb6`?jgMET+r-G2d-vU)M?jxc`!klBa~v)wBt}H6up4Sk$Vhsl_1BjC z-KI?R6!YeHFRNug)Yosb%3?0@*;N=O;uK(U!L%lt5lB7Rw4S^9o#o1&%5cdf&0K}V z1eL%W6Mt%h%oQbU);*1tele?UX0}kngIpD#pYHTsOG6`m_3G;@3vVl8?%Y|0zVGGj zy*_;sA^$N{*sdnS)i@a4``FD(Dk{-R;Xn$g1|N%yR|5%d7jYct)##~9P-80JGB)?? zB&zUs)YMv6MFoWyh`ut>miIP=2#q~Y%PoN;DxUGI%rtK~eevSObc+YhttZQK_BUtS z(Nnbb^v2}8WIzjiwFzg8rh1o^1yper=(u*5sI!XRir4$hnlkRBr10QgD=MY#-`~pL z+ui-dPmfnagUUm*Fn!sU=H`pI z!+>*f>B{jpoJM)SWsLPyigQ0Ltf-&`sy%3fTOcJtGKA)J;pg zi6s_~9P|}iEI{T0wYoF1pN+1WnV$ZOf%;Q%am0%kf9;j->g%JC-yB%#9owTtRZwtq zWk-9vJG$b2e|1HXtYdMgjR3brsO1V}Jzqob<0{e@y$@duddwpCJx=+^-H7Os2hq46 zdyXC3h|hg`a#(G*pV4B^S45Gn%_RkefKiGwW&gp0AJdG#Qz&}H4`Rj^<~0Nb1*WURV>+i)5DyKCk;?m2XbR?B5#i_nc; z_slleov1a!c7r6Hg9I!z&2%G$czAfEp*XE=10p9xo+;wA6}U}NFuw=5_q2)0!4)f39KF_XR7F*l)bY=yr8hG(Gp+Xec*MjUcyH6^ ziJ+%mv!?LJj~xgs2u%fCNjaA~)yMnl>BC(ncN{x*jDdmS#ieb`%(U{Gt0K>DJ9H&Y zDk16BEB4c;Plp-Hu3Wj&FC^pv+Ww8+Z&Y{@PLOFKDJx6oNzdw2P*A|6mvp}|FUGPh z&tYd#2L}f!Y3UEh3s6g+RWw_p$5k_~?Qos$SVPNlayy_ag~e@O zuz-apvTy~yC@@elu5gs<1u(z~t6yt{>;@mWF3g_deoEL9f$JWtXcXwSPEAZmT)03R z5fRZ23hd_QcH+c|b_5Cu$eSzIe0yss_xkl~3T5jd75B8XM`p5xePIX&D_J6Ty?zNy5Q^@xy=kT-#q>FMbWfCnS@kK|o6&DJZS zTgKSnY({2ghw%sAxD!94tEUqykI>%xSxWlgmFPXruW+0|q62Ls8s_1DHdeP>d8FeN8PJ#t~B zvqS>y2tZn%u$`S2Mc!M;CBHaz%f!Z|NTl_hr8q4e-Bxf437kL*L=IiVW%>f*_7mWt z_m^OSZ5wE5&meWGYHJlkj_G^b|NOL0KO6a^ifX$Bv3i7XqK8a;8^L9{WJ6BKSCp4u z-f0JtsS7-J2FL9hySNiMxoK|vH#`1#e|QOE7C7JA($bPCywY%iHg1kr{;7jJ6fwq$ ziHRbRyShK3kb%M^J@(gih|vHfR<+rV{FFd3TYdB9&4zcDuQCc9%nxhjG2?eY;o?KB zx#_#;{FF9BT!U0KjI|Y{d2sh`uS6j)QB9dXC#YoxBxNX*n)q7UpF+8{dPDVDl_L*; z;)w24d87SA)qOU8{;i-=&v*@eGQ?5jOfISuoweq#H!{JVw{KHJ3weRVzjGMdM-&9q z=?{P==;gOE#GMBdwDMUHm;`VFf#7_q#DIm?;+u&A#lXs%G;p1q%jRV%cEeSiv`U&0 zBiiBhp;i$H9`D}0+l`t8MCpObl_3t^0`kgz^gn97%LNlx&B*8{`yE=|_)j2WIv{-X z5DJ#t%u5^%3$G*ZAR_+y^{W7?2HIpJofi{jlZwI+{*;lKIey?MP6e-CEd$&v`>7VY z^j)j@DEpG5TLp!LR@l$qdWA%};&V0|K=C%fgt0I!TeZ%-;HlSx-Cu%L^2`MfX&lxu zF^(O$o@TDx&pp1gO|D7Ds8)PN{Igss56@M$AbvCaQfkd`&+UVYA(X_BEDw!1+XHT_ zk=y9WnLK##fI=B)Ouq#H`{Y#>_xbbXZVSu|@?WN{J)|_Cu`xCAdsfJ=rZJ^4^Lk}- z_RU$NKl4MfjhmYfxc>^GK9WCwtbbqt>-?Lt7;>>Fe3S2{mIAGO-|G8bUhjbCmS6w5 z3U2Zj;;E7D=G`02Zn6wj-_xdylLi>>N|lWCP%rGn!q>P@-#@@8vSInRH--mZ{NH~2 z_e!5RBP65MMD;Dd35v%^`-hcgUZ>8y{s?#i`Kyuc*77Vzh8p_eK{E;YPap5l5FrMbb`v)@ zH~7g%kkqBg+=EJ*W}v;e1#?ZEjEuEjZw)KiPMmlaCywm9d-ulLO)5eLC^HT3ZMblr zXb2D9y*mNNojw%6fif zSwT5!P_Z2v_D%>+Jf5^WR@}QiMD@?eCc?9*{}!F}xpScPq8~qg4A6%xw4K+07T;)z zu%hxR}Z^p#LoXg727N+dx;)*NI3(Dxgzh0rdY~xnH7?+J2 zVBVT@4~XQpmsep?k;Gmq+dnl2ASy?oU)uP1{d3UhyrVZG#X(|j8hiyK&o2<0X&c=__*=tg^_I#5|{=B=8A)~ z^u5%)yxDV+m!@ZDS5W2`7OJ4PK+)CdDhqrj>heC-H^NP$lgb?vlMl#`$U{euG9YF7 zCgWmXyl9Wwm1NyJOH^;qiHs&5ULGP_#9-zXsSW2=ADoOGqp0hPW!-YXx- zGd0jORiVeNmT{poOFdoj;zjqQI+s-r_vW9M7#Te|`(!Q6y16Fl_{N+s1h4hh#?`mI z_u&R?JOzQ1apOi0#GgsiI*(!cvx;vq6MDcR!h|M>z9%0CIdJChiQa~|TNZ0brMWaY zm(u39Juo`*Zf|%2R?X7JrYO&44l%p3i(iyNP#opOS&Jh~;3jpo*H>lD|&vIU63iXGf`U7ohrgiIEnJ zS5^K>Ea6q09O-F!vwyhA1cO4P9@LB*eRUgbZEYzmtOeXp%R7GkqIPj{(QkYGn&Vni z#)hGsF*^4Wiyh6W`ZTNQnAZXr67m8uy|9r=8;b`WtM|v-sMJGHx$s@6F-2v8TvU{Z z{kq6DqpFBi??D3H-;QkC#JlO)l_1gFms>Z#a;>Ba7PL0V^@+NFMqXj2jT2&j{lSjd z4Yfsw{7ZNHmo9b~{hbzzBGX$>@A}!%adVHj=k9|C*JD+Sl(k$|X=!Qw>gv+@;IXRA z_WK(dacJv`8MJf&*kIP;U{0cQ{k-6HADfzXM(k&Un)722)iyaZv*h-=P03b}PBe3w z01DR9(tZM1^8h$L(A4s=un`j#utrZp)#x$vYs?AN=RM=_q8YYz_w~_gnyZnW4!*Vig z->%Y^Y2@hSq&MDMMREW3?PB1wxYnm<*yMw)i<;*_${|@C2P{~B`SN8X`5uhS3OXyV z0gGeBy!`wa3HbxPFzJ+*l5+R;r9X7|Fq!yE7-P0rgdI6vykOhJM;sKr}I@`;BAzV~rKzkBe79oNl3}>93PeK$-w(LAh%PN|q z!|4&*)!Ta)y=|+wC+(?=7a1mp+UP|@L?{KA?pQ9)J3wQI3wgTbKOdw7n#F;4ctKnn z9UH4cwIV!DLPFw%bvJFqt5+kxqrzi9DO^7G)+7`wvwr>hWak;H8-HrnS>#SUN&Q+| zn_kT0yGz&;CE_Ot8~7+01zAq^s}gM+9jGDKNdRNP2-^jSD`dC^#)+8tfIm)g7&EwP zXvogRMFUF1CnJE4sH3lc=hv^RITLki2h|KsttX$Wb9+5~x()MN#?6~=XWI?wA|-~$ z#tH#DcrdbS&Ua(QA#s<)F{?rQ_Jp4B5+M1Y-b0i+a5FL{B(3!P`SWOXy2TH6G`uyW zw;gDVbl&=RCTem332g^$Ii!;Omwr*L|IeR4kF&U%85`dtxIqirdAf`Ku^n}Z8fty^ zV3ptmN6i}3u1vi&e5G-HQ!z8Pizlk0|Xm@`j$~EnPpz^j<^dJOV%CZ_FHAahtNBDoTslp*v_+pj83ln(<@GD1o}}vmd+ZmbXy#`AKQOjnY@mcU>UD z6Cod{a-TnczPPXY?1Sw$A)4qc&d)Stm<6ZGAto_X9hq#h(CaLI2H$8FI${!04#rI|`MZBx_x z7(B(Msio+yqO=3zDM@Qm`TFxF<;}*P3x_hvCLpj4h3idmpsk$K+^_Enc0LL+L;`|1 zSNQ$=<-HE8D7gI+NTln?0HP#LY@nxC#$gKPhVtp#M`9B_>!Rh^52?Sq7zu*978;8E za68qLBU*{6>*FCi8P&#aA!_67ArL*tL2WKmq31@|Q$!cWFJl^+UKzF=GrbZYwy2yD zI?X_hsY=cJ+?Ox+@LRM#0Egav@+33n`kAS^rXW^Ty$StN^42UnjJfKkm0EVBNgRg(|WZuBPz=0 z%F3i3soJb}?_OZKdr%)=g1Ol#OG_RM(`#lMe*B2xsQ32vegq+E=gys7=dw6=Y~S9F z_B+8OyxcDR5+Stq3U&ihD{DHedj9;mQCptK>_lHwT{nU;Iy(BB{r>lW!S>U`dvJog zpO#boHB)z9FLRagh@V?eNA##b;Q>_D(bK#2JxZ=~S=!Lk(Yc9`dj&e$m;?#=T`hZ6$k%@>U^+-`mv9NctSOmaECBDOJt+g8Tl z#_M!fJU42}I4m13`Ve54;O-Ol!!OPWLvkgWGm=6rp?G3^oSH&(@N^Rklp8MP#OOd} z%*HU`F;jf>^RR=BbOz8rmA&)s+|oK|l^l`(O-7@ulZhj#r3{MN5>e?`qp*#u>R_mLa7#%$gk^2$!c=XWN z8lc`i?CdL1h)yBkO+*Yd5TF#B`&oH1VJCNx3L@f|W_4a)5vO;;=1;&@w!ah7#Qx;U z`%;p3BkqzBMq9N2>^7u{QQWIuNp=F`sAO5~1ruCL>1{}12j_dRZqq((P%?LLHaWEV`ZnedM*y5f@?QyD8f{qVdu{KPc>sdy`w%AJ^8}s6vMaoHl}0|$=W^k_a|3G%q0g0Fg)@V zahlXdTU5z&7ThNrvX%nqbQ?`gDPHB~g9o%6oScQ#)f)j-w+q`I0uNOv{@t9#i=1HC zwCNVH9$-;Ca6OR7hkqD`$D|R(3h;ynrl@O;Y3ts+dDB~;#7Y!qVtP8MGLK@1IW#pf zu5fU0P$-ZrOfP6V*xR>*c|H@iSel?2oCKGD z_jT&*-KPTO z1{x>(6IJ>0W^SI0@`a`4<%KnOF7N5vbL$S@lF!~3?XpyZ2F*qDzCDGlt(r|8kLcPf z*Ev=XmAFdkDzGhWm|D@f{!q2*)~#DXiZ1_1d}E3ciNEqcddY?d>kh%G2tV52ueQ@t z|3yjpUuk9}dfFMj1Mr$iNPtjAKM4zCfzFw}>uiGHi4&OMsOLFnDGgX#S&ogTZLvqKQ7(9|0Kgs&9{))*bp+k+UhF-ugQpB$ipkX0wF8L?d0~ zm3^!C4PT##&g7^ANKba0FnJvr*@3j*f8fAPOh^fDLq}&nabi1QnOh%|$L@J{m#{a9 zrD^&1OYeJDF;t!vcVf}oN2>2^Cj6c^lrUiPF7w_UD6M1k+9@vN-1&3zH!`C^>%Kha zT>~+gL4r)=C2@{A1_qwcP<~fi0Gu z<)`dxeGH$-2WV+&VH}F!0X#s0qdv)V$zg_FUnAoAj)#tO(c9 z0s$+t%&=%9bqgfCpr&RsN!02{8l^<_7@l=}CN=v(6>xiZpaq>lC(zN=T>+~X+?XFR z>ZJf9CRlwzQKe9bLvqwb(fdSP@zgKAr-xKM;3xVBry*ezI9CXOw}ifsq{0k^R6%m$ zpnb&42{qzXwK-5ToCVKLI;0j`o;!b@;A|+WaW0uujQ! zjy8F1b8^-Y=-MT6{s zIST62_8mJul$Nf8IJX}|0MpIhDP&&RE=?l7@{0m$4$ zg+}Pr>MqAsL=O!tdd8~i>dZv2Dk%61pUx}JkPCC;bD6zCj4LQzA3l5_{o&lX^%#lz z)YK@<18&0;!snw32>||qc5oqLnIp&*RLyzvhhYP3XrY4=jB>b@1T3qlsI&tDov`iS z{`m1@qS&1f64C{7P{Cx20`2Yek9;umvL)6nTULQz!I=8->sLBhV+f5vIlqhHmSXUu zXD2M#Acw%;VbT6jpw%5|4BoS%-O}m{cshJlWs}5ymY4r0gH;w@1Gpea*88FkT00UZpfCDqiEYW`Q1SD zG~2juL%c6jA(G$z{mWPvw$vqA9>;N`PbDRa50rmj1?CpSn&7fHjqA&b#g@kd!ZSf>@5+BT_B3{3y2CgLuiRR^nf)Ll-i6-)YsYyLN%}drD$?6H={U>g;%b)E;=fSNd>=o7e zY-A2p^tJT#goNY!SAmDp?&Mz{OOyVcvpCy#P!E8Qj>52UW5l8RzP^&+U9GNjX4jhE z$?uJMBXuwVdJiJypx(l4UlI{e^5zDG1JC#oMn}9Y&NE$4%c$Ev-P=@^q9<7qE~d5j zW+0Lh_wdG0>#hR_4jdH_P`)SlUm0jX7e;|5l~fcm93W2QeP_3j93!9zb9i_rl%5bl z4pC>)xh#%UjonmRdoQgYaGv6hK&Xjnvukr%Lm@uaz)~*Cx9{JH(!Iw|Y8Z~SlQtnx z=z4$uCNkH-E@XyD>4PXnYN|^y3VIQUs#@biGSW1#l=Cbgr>TC4j zq%GeQcy6S{t}P~E?Ho=KQvsr_q&J}VrohkjF#G`JxJk|0^G^=RtA>L43zLv^a!_>8_d!06^6*d% z+eZc|9F)-2jVQLRfT8$5Sk5RHG0yEOf7b){4n9o#c;2k`4chtF)_-{sTfA#12 zSw%h&Bw3!r8t*qFiO!;-=<4bMSg(W_OibM)Ka1>tM?N*-^MTTYSqIwpw{%lwVi$%O z;R*Q@%283< zxa;GS$m5CY{|G9CAR>qk!{XsGuB6=np+SRlJy9QE#@xkNQpa?1m4oUg{p}UeK)4y!8Pk+z3Nm9~xW8+ZN2jd;s0-{;SFfGv^nmiqe}(g}Hq7JK5$fEX}={|MaE0caz( zIK9&FYlwVZ-|yeX7oP3^xyBuxRx-gHevQh_zCQ;XYc(#X=pTj{o-ha;!RM1;9EQ}o z4YUTo>C56u3I(oT8sI>vm|V(?iYTe8+eZvF72yeml5-!VsU6sqiQZxj<-e*2N{PkQ ztN)`Q(a05c3*$ny1ljM_-%x0P-H0X%dyI12l5i#OGG8&?29e`R9X!bu(9l8d?H4BM zE#ZuKIN&-zB1yab=wCAn*wsNrLA5SIy$R?-JWcn$^4;yt1|f2+rq9dMGa@y0BifIm zpjs~~V3~NP=_^Q5C^-r+CLSrl7;g7kkI_RM?ISM--45%ns1`Ret$WtI~!nfv%CB6!hyoW)2UV2Hi{6yjGTRR#Z~@iOQvv$2Vg9|6o#^ zPztW@k_c}5&W8dujsHQtDCST_^5B~%YE+h%g%pBqk}SJ`+xO71ipJ09z3*wq z9)xG`++1-(N_U+Ub+|i+0Vf~JCAoi!Mc7S=*DC>x$p#T%mco{nU4)IGxapXfcoT>V zHZlzd4O~r${hhym-~0So3R*CQO#5N~C!2DJUPMH3B-uSU?WSYu!;a~%C-5Fsg$$da zba<(Amq29r2Dcni>Xp*eMU+ZdH9w*unVXvvX%P!b?3$#qLBzlwk%y@+U`3Ym)0Vh} z6hNTckP?M#{@fO5wO@$w9vNHL3Cz_O@B_7{Ey8|EO=oe zxDE3g3M3C`x$Ve!GOK8Z*%27pq-3z_)f)0`M15&)X2!sGy6dUdH`vBNjue-4KAp$~HoKiydv~AI;TdT=O%by$;cW@AdjXN;zOYHjpNm*rp zGu;O}e1PR{MMv+4yi*8o3(x>jAW5rgFQ6iBFCY|(J0K)kNp$27kmbD*6&O^}FHN~E zd10}{JFSN??9l_TCCJ@}Rg4ZHO?bTn<=c z%w;50`5B!MZMqnOE17JNaXxzPGaMZob`q{EeY8NZ5zhg943J(Srg=is(RBR1H(n!K zDNFZ42jC$(R|yP;#5k*g^KSrvmV)sN+kOaj1{jvq`+1t- zHdCePV=0d5wxvZcc!hLuGl;BBd4Xn#Dc73e>5521?RM}3m2?y0E>FJRaT=b%q+;qi zq!0XU{LWY-VmE{YK-@Qi*4^*|zEB!71XTo@cOEI)2GxJ(6K;+5gfU~dN=yo{eZ-}N zWBfsukW8aIc1N4B#+x8w><7~8lWhmCkO@6}%P?ZY8v^M|!6|Ri=Z~l_l8g-9;Sj@k z;V)Pd$l%S;&-48O5!(Tg@xYWwxj<^AafzMc$l}m z*8#3f|3j=!*tCbS3E2?|@ddem$@sFm`h(gybEHE~)N7TXzjz=E z5X%3I^EqWh$Q}qvJCgM;d;1f_RCVC;n*!8Vvg4F!$k`hYG0HRr#IVr8X9>erOAqagk)?Ih<{d4y$83&&skrc6O5T@{HgQ7dz95wW!^)x=$KF85Xcxs84@ylt_$fCDu;zl6N7VF47>d z9r-esa)3s@YwoGpCxL-PjKLOx^kb^4DHss;w&jZvWdoo}_jh&VG`9GSG@2&u*}FHg zZtCA1@#A*Gw1;+G!muCwJ>3ezn7)h6xkXkdJJxP}jUJl$h2Wc%54TsbuHMY6pSbx7 z!yQwfYQN(}&YzX;6r{D@5&72(5ExL@P^(@)?ykK@^#_v)lcegW3_p4H&4+6y-jyCK zIj$t)9T>rQ;PG9C_4hu~(pJnA-jBJr#vyE{OK#$Qnx3&a*TJ@)u=D0#nNw4XwRPrp zLq*%PLNMDnKrb?Wv8-${#F*vAw^I&)0m1RRgl-u5ocMWH-F2pGr%1ytJh4DqnL&Gt z6xmFnteh#I3u$F!BDBS+#iqW?OKe^zZ!C1^*Drs$#eyBeH+mldH*{ewzU;Kf@x#5d zupNkesu={XBM`G;$1x6A6J`pgs3;V78HbUoZM;({Su!R=iT0V#-{{ye;(H_{iuPsB z9@fk`A)T>(tC`#oz+f20P(2@Mj#LCHYi8A2v)H%alzt3=>~x>E<;HiJU}x@aIL~WI zgC%xyQ=QoYF<;yaTnAaK?RaHA4Yu!4S!MOhPtpL^4b?0wegE0Zaw35ozhR6raB`aX z6W9~x#Jyp|hMf}-W%#jiMdlB@9G_QhQ-AdKs}NUavsF3&ml^Oa4(Um#17?3#;=3AH zR>ZFmoa=x478T<{*vYIEC1vHOfByVYP*lVg25#xrrB4Oe*(`{`jEp1X*~i!ql9U3; zDYeTW32GNZ2U zii(PXxG(zH>hv4q9!QkW(Ad;nCTbt%V%U5oZ}`rU*YWX(3`1>{03qwHdIF<%e-B^0 z@%Sn>m^xsxX7zC$=WFamrrCPvb3$fo5UOC$8nNjQ=F>jp#MUOS#}4m(AZ}lF*){ut zyGKC-a2Wou=6jM>elZ`mJ49ZJk=8gkX4V)4mIzLC?NJ$gHWUc@5D0un*h% zYIDZE3LgkOH}gk1zwy_0d=N$gQ`+R!wA&v+hwOTyW?l-W@*URj@u4=cw&`MljCY}o zI0tRRjoMo-pw}OBou7WdD(3puG&U|SxY;lL6h>{{ezuEck2sNG*RodyD9V`CvMSjRak$E)~Zo77eK zJ7m!0tma2bAO;A^)WJI^geq`eR_OO@Jexp}b!ocfJ8(Vr2Oa=kZtH!9>aj!2)tOH4 z*CQB#_JOli$hnUChgv0)$WRk^S3KGi?&fNay`He)9!KO$VY`N`U{}D&nP2{D{c8EH zF0vvMH5WpK_@1g;Nu#TWql&yiQFt!q=GytbZE0~T>(}G+mktJ6LAmYm+-d%Kj~Daf z``qvMFAdW#C0AJ{<&2iW$|(fd<}>8f5NxLE4zd1PiW9P(%_24H+PVAPEbd}Xv%jNw zp@6BoElgzfrOqq%6Q>uc z`Sn~$_!vDtQSgzkNtdg#9&a*I=H4)W5k?Srf`rP7p@=~^K!Ku zd&|eKArA?sPXY8*LM^f;%Z6sx{EG)$;?p(8ILIZXmG)R+1q&wsxH?bW5X*D&Z=5&m z?iu8<6Zn3npDygC;%-S6hpW)ho(6I$^T&uy)LfQ+3}={GMkWZS!(diV^|x=y@)j^b zT~<~7@mds{0oAX6SS8pO|JJJfaOO4JFvU2fF04Xhw*yX_V!M?}>1K$_1Nq_zJKYxNX2n`jbaXn5`>h1ugL9?uS$EB>x4d z9Sns5P6!^=_cx5`M8?0tOuQG8`URXv=X-z>((}*}rC?3=&tcU@pVf!)?zym?IovYO zpsT(C;)R3PMsEnNt|v#FJ7_SQC|5NM4FoCYd;Stla%MbAER+L{{5*H=c(uA+i;Zfw zt(gxzpY#2OV&$9UPWq9GgO-@xkxe>|bIrQs^%xxgXWiEL)iA7OhX}ws>%;sU^C=R0 z1UZ2Zg6qwjC>jfbIp&CFjIm~UxY z(8yaDu;{tV?qf7~ncRei&b7%Ir{H_A`V$k?{nCr2Y#nFFBWRZ9mJ8T?Jf^iYq4oT@ z@g+w9Wz3oT-@wU5p@^QOR%vQi&Y!L2Z;_}4VhzD_Tm;d}#-PXyd@LnL7R_;9-@)JD zci7#F)pc4ngc|R)zbf3NBK!l>^|1y$UwzQ5-}Oo1a_r=H4W|YR8mY9FX6wg(RJvx2 z^Z}xV+^Cio9Qm}#8YlM#Ud$QnJZgKeiDW_l47G}IJ7$?O;i4`~`C+0ijw~+YRqEDX z_z3JIxEwR%#2uW=#~%A}`rS%Uwg9}%=jwtU--V|(R02ak=GdljLw<3fZ80IM`0pEY zeN7!5CSww4X^(T3`s0>nla|U*Yn!KMUFQa#iY<=#e&J)mITUz#P)yfg3@BpPY$=HW z>_9XA!vLo*{xf2LiPM&%<404dC$_rNP+9=rcK= zKXFOj&ke&$F&P?bgAn~2tqlaDp}CVRX1^Z-MH`RKA%%XlU?u(Q_wR-3)vbZ5RNt1S zv(7b?SXE1NcHusL*#;UC5SaC213stigs_wcNXnZoI?{b#YhKsH)O0zRAx3{yv&aR3 z1Cv2Vmg|as<#P^-N3g>ce9&Da9JeG525YjsJ|dG1-7MtV+r`WC`0?|99?hGs$%Ub9 z26v|f!YiqU4uFLI97yPLv86FF0uH~N+=D|Fge6E=(=)@Hba4Vi~hq|XAg#Qb-$ zh0B`u9d|fNgDvu&lOW^_v)AqZ8XAm_ComR34(h~DZ`no_4nrep4?U01bC<$&3w@aW9>g;aD&RICP~s%0zhHlIAyYlcZ&<0y z8aqYyzrQo>G*yK6*~mX)dv9xi__Z{2JObMut&-D z52SrRW;fV;_-idl3Mhb}nhgwN6pC;#q68-PlS_SW3rPeFVO;)YUp-0-_L`W-`3L~= z!vVv_e)fS;d^)DRP!=m8xje_tWFl$=4~Vq8uVgBWi|%yabIS;`})< zT~u@OmVS)z&zWjI@)3M_fe(pxw`ni8&lszP6UhViEqGU5YSu0VWgPR(1e?Kc+%X|T~Sjr%wJaM zfMJ+}0qj|i3DufeoXQWcbXy$D!V}U29J!Z|nz$QD;x;DW=8qmSkk$!{jS%)xHb%E% zuSRjbKvYJCZMKs@&x>1hWuQjQulZpPXSV#rm<2!FDxwh-nD4Dl`HFbuFcC3o2=)|C`;aTZ~uC&NnOj z`957c1}rl|qYJIEBFS|kZhl#^2{N16{E^-FTDn8G?)dDWDo^V zfv5?^UJy}Oh`*v8gmGZ;{-Fj;VmFDIr~<{pszJvq5~uetmoQo!@hOq>q*MPJ3C=9c z5P?bp+P@Loct>BcF6<`+9*-5tXOAM1PO>6t%H$%kX>ByY!o@U-ISIkLV(yaA-0s{O$Oot3Y2j!FsS0G^~LaM-?qO!oYQr7j)^ zVFipP;1Etw4~aE@4m6EQocw6$kTYlLoSjvuZKJXDV{Gc_Mk1CHYzFE^q`k~mM^ik_ zFqCz^eT{He$TBLsiv;h7E{fLJDJx=t=TQ{<>5T_3dNfjM8*rt(ND-@LyZB{kbqCX)ZU;J1rI+G~JTK3JCQdWwQ{DW+z6V$F|aQZ(EL*n!uH zQoT5|w2<$BUir4ob*>9!+hWj<9A9+&E|YJ=zo451JJFI)`O^N6Bt}!=5G)-y zWK*mbQu&JrH~zkWcjPvhr*kAx}<8qY$|vKS<4Dn;~C^UeRwbkDkotTkAj$1(ZOgJOK_(NMls zbxf9S=!Sh~pSUB04>@|{L~Nsc@d&bP^3Dx2TT4vi7B-{6z&Zx?upL z_aFZL{k|C$DIlPF#8XI!_^dB64De)qhd4vu{oPu8>>x%+2bZd~tLM zLcfAvRTn>w z`p#=WmbnIv+uh);@?37JT$D?Y6YY9k8zq6MwNSqUyxwiQprN6W`0l4S5lNi}(v>0A z97AhQ_ycdG1Ps@HD8d3nNrNU64mZKIw80*+B?qD&LKJw7X}TA))n^0WAK$(`f?ubH zWF5v%WCj9eEB0e>jKpt)(u#Nw!KL{zYcz5LAj;=Qbxvb!xD4J1OVe!w2q%ou01u2J zswtTV9MX7y9EO}qJj*XQK2*rY1e-I1uuy=BAb&yez-sxykjc6sT}muYS}fVVEm2Q1k~e?X;i(Q&1) z)km8mqLN-NCO9Y?tS2hbOD}0@g+oA&mR=yEH8fOm1dH)0Y!)3jWZ4^jmWrn)u|Pn2*NDxtIj^kdHU0Qmd>=wIBJ3y^z-w z+Lkewt@O|nAJXK8YV=5lxW-k; z%Lk0z1V=x!^J0t~ub!1Ey#R)G?(z7aTGO|=cy?+J218yR2r|T7aeyY9 z;XoRRd#HrF;%RN=?0pS1wHd`-FyDYFIcus zkl z4k+;{nv6u809~FTjwJFiQ)}z0>n`+5sJn7^_4~Snvp%6o(t;9Yw1%^VX!Q<%JKN#; z-2l<$BW13t+2PyOU{lY-TN;X5Tz9g0T#gsa?}Vo66&}DD@&=-I77wJ{+RGYobR_0w zvvfaI6gPur)MV>+yBWrmylK12y^t8|#v3etw0JwRzx5Je)l1Hvtk2uqLV@IFe8KGT zByHwv^10}6(zgR7!m8iAJp?2RwTaXyKKC&Zq~>C5!Uk>gP%Dqp6}-h-$oj|hiJOp0 z<1T=(N@P~4T_2wSIY*?uxiJ|j_0tvA;_&$^a6lg*-hwC8!F0L$^+}$Gf|vcq-??p- zo=-Lk2=i*2?C0D`n-hQXyqVHEZrNzYTFv7HwEn2#zlJX~FPVAc?^*zH`}Y2ucpUyY zTk05{>vq_1E`7SXLGzNT*%7T}H#-}<{UU>p`b{xV{U!UzfcE!C>SRPU^KoYHDUSm7 z`E(TbDlJ&)PU_A9z$uvDcSsRz&VSF{b>$h|9!wV;{aYYNMC)}pmqg?Owf62guU{yPx z4fe}{>^m)hkZpgS-LEn0BL#1m=@P9NgLr_h`sf)vv|A%d1T{EV6v2vaM%`F{IbV5k zsNiIIt8+wqhmghPsu#H}V$OC?=37pw6>F;*2<8zG&;f0bP-%=QUxOw>0FW5`9K|?7 z-azMFz|tDQh01QL35nYJJiz!cisH}k%j{2EL{7XKICW1y)&CR30z;V$-aPfAtm~~_ zLC;o%VyB^qEw8YBOlbwcPlfaL?Nqo4m}GM7y2j z=SV!!C)NB7QVFwFG!TiprYqiW^{d9JwAKY5n1Zt>IYr=S8Cs*6(QYg_)A#omYOX3L zt%#f!R$Op{$z{>Gp9h-|w2}B)8+Akh;@>Dw8HC5!c{1wH9s3@m^tqJz8v{Tt%X=0} z%DC!^RE zb~l65YpzoJCoDzNJ83o_a0@`@eWL=pIbdNxb5|jmjD}6(?v9QE;<;Tej+uvaO3jrUiZ=pXAA_ii`7$7Qqo8@cFnw+ zF?H|!)lbsaHvF-#!zQt+WV^HLA3G%#3~1@ugjDZ=|cF zRC*%XQ@0mnjWx{LzuytgIAo!01ct!tnAtIYwRFx0v(R7QM(bI^g80yCPAvMGk zPMd-ObXf?9VGa2D`pYgfyW4nwuC>WZ!}U)#2&J5E-TfI$wv~j9tAXn&B1oxjYp%(% zq!tI!GzC5dm7HK8BAXb@ypWid!|` z9^qBp)iU+iXKn+;7K$m!pvMO5iDka;e;ykHcUj@r)8+LvSCr+>`#9buh=zy)xs_U+6xftnk3|MA?Ev!nior@*V$(k;SSRxIxTKTveJV544QKQ0%PUZAP z-Yixxw+gd6tffGWV3po{G_gkT`K=i}T`1$nO^n{M{Kbv`3o?>cA1TtkPmN$J|C%!W z7X(ViW#To6z|BdtIaZz(>)PA0bx(b*e0`kYh#uQl{RJ>$zES-%qBZ(osXTPv?hxDs znC7t6R%$4>ap7s(yJv#p75;d!&{!;67UI`_ z+%K2c_S*d$bS9$CrMq4P*%BtieS%XS6#X5~_|{eAodpa^oFcSNutax&gM)%K0R^{0m|nK>RkODglu?zj7mvTv@* z1tI-oLH2J1D>Xuycxg4OecZ*HF9;Iax+fRvyVia{p`y|HrQYq-B@$!rdh~7^moUs{ z_&;ZAfr4+Z{uZ2ZxE&@MehrF862&odXSh-_Es~*fxnebC z!1ej&A1%7^u9yk1LrX(juXS&{z>I=!O^}tCP_jx^63j|-SU?AIb|3zeU>(4bP znEc-U6nucfv87J7*H^h7&x@@l+CH$F__TgZugLmY@6sU>YbZ@OzEOG9kI=mw$ye^i zZPHh}Jl<4p+rM4Yx#x*VPeY1dyDS74hp$YdSk3m9e63)Nv0 zmpI3%qfEhaPz#>PT86vgUv=kOi~okIfs&|(TT}=KdK~Pd4*agD*!N?y$hYn9g8eFM zmI%_)-#X^u@BC9a@2w+}uhFwTo!=nH5ge+Zh=is_l=?wVg4h9<5YIQLmw70YUUGs_ z5g#cKE(rcY(Vft(Y65 zUQuq-Cq(*mOnLk4t-w3!l!{QVr>|(xv>Ii3<;Rfb=4NZ{ZQKY!zDyyGcuRz&Nv@qmCgr48$qoN##1`D&+B%f(R&T4zls0_2=!^Fu9q+l z6sV)SP+2mvS&TX`(gyzV&BHx&3b-F?Ywzs2`MzYa!Q~Zx`!rL+>@wBuGMoH59-MCG zNZ0U?HwyApBu&wFbyxR%@>|`dlN9@9lI=vk%hFJv*0kzE6qn6Us=GCEvwD`bIq~I? z@c(!-_ElmzJ?=VG^df1w)2Y?1uI?}w1Aszkie+V((QV=)cESajn{pl7wi4Hi+duF>eUKmmrw_N)@+Dg6z%*prjg(KnXMgs zWv$a&8z68~5duU42=ZE^fXm)u(Wc9{x2QYvKka4L(vJ!WgwSYSrs1m>L?^I(yU~g1 zXWz~7fByJweS5&fQ#oRcgAV1q!H&g#`+7D{%oY!a?i5y#7y&v~D=<;fbCHOBKnsic zQ9|=}y8HckAxgN6ZGM{GkLKNtyBmdZL0zz4=Zgg&1o;liS-_tT?QGXokoG;(>BQS6 z07Av{QK4|@+5$KgDLX4&v_k^y6cV6KzAcfXfqu^!MTFw8I9&+2Xfs+EKWY3axv%G4 zo1P=0H`chY>COHECeFE3fQcA{ks?=#S0HXxnE0Dm>J%U}7Tl^(vZdm%Ap~Su4Msqs zp*2EA&=R!C=R2W+7BNHUR|HeLlw)GOG;rpir ziusD}3;NBS-_LmNRD12>rom+u{y$#35fgs8TvvJU{v8^Q@m;T*x^=4SKgF#vCQoB- zJPX%{j15d7mM_FD2-BhDp(RC5x(W*Wu&HCBdVtxEy6YwO6^xvU-9PwfOpuos1IXM^ z5R)$?sHfBdhAncbdResrjXT!tQV+jxYIBzwrj#Kho{ zze+O1dGR>*DuyRnW zl3{S*9B0D^=6*%icSBNrm2FC17}@qQ-+bejU-pm}k{AKN*48O#EXBYCW#z*NDvlxe zxXcVN%D5bm@jNJgf}UiYWF@92)X>F*58)?VUVfYbYjoqjV#Gb{(~ki;DamYmKx}iD zdpj`vngqUr6Q)l;!e~#gb#`-IT$FJ!AE&OK!fVLvj+FM+>AX3NNHe|prTB4Nx07++ zr?xhXaTj@e&tl+b3`1}aFA7rv%ir1g$W+oD&;YN2J>DUC;kSmi2OLrvK5A5-b+y+R zOBRds(yEq#KH&V^FV9gKQ}x@VcCpS7w?9U|Rk28FxIJ>*oH^07<0VMjg%=Ir*%Ay^ zKul*7<$mB`Njyxn8H>*WfpOV|4CdteGIR%>es7j0x6#+-NGgd^X|98% z0Pe7f5g-GMy|T}0EZQVndKeDYK34ifK|s0jhO6?dgx7ocRK>5jJ)B+SW4$cw^ck}R zg}b_DRESglGgq?72nOlu>VmP&!x9M#C-cR9`7%lhDP5hN zOjaND2u@s;tdJ$ev}gapgRhzY0K*Z?Ag$$9XCa3XqOcglCWyzd)2Brq+lByNxQhX@ z+N1Rm>%qzvOvAhg6R^$C?(~z0t#*O_(DHsiiCdcHP`x{+mS>h)PxdV1Tk zeuVkWKd_mqa;Zm^*n_ol(y{iwefx5Na=6g=r3zD7;(WSS#iX`1)&B+Z>>iXvz65`0ew9(~$3d`KmlI7*7>ySOvCRa7A=*g+u}7 z`NylNg+bA-J}o_LSSA!%>}%~uEHgWdlV#zVi`79nn=(`T?U#jv{4hclBE6~%mf zEyqMWH%PR-7zW_9*iIVGq6|V>JeH50vij;Fv{Fg7w|k4Nac8FN9Km8eW=8QdV%6f> zYfrdUF~k|B#gB2GR*e|RNIgwl6h}9bu~pRV#RTg9#2Jhk0w?Mx45>diW#w{}3)ah* z?~09`%%hs1r8SykAl!!eWS-XWkt4;6fMbDx9)-ObVqja!0GU}^zVrtgcK`GD@m%CW zx^*{q_dd2TbpYZ)+%9*v6iJ-a*qFzE$E##+lf|+a`|nl#r`#L7dCsJr@|tn6jom9% z=9(=dV1pC?fK2Wtlr@72ee4FXRInee=$#)D{qC`JW72lLN>=Z3B2ZnC5?NAGmub;12joE3k%!eJvu+@q(MJoS^CvNRL1yRLnV;glp!4B4wQ19WdFw3~`$Tm)A5syXNVqIaUbN+7rZ)&Xr%aw`MKVZcx|00b zhV~`CB``R+o@oH0{3eBk18*ZS;Ie)0(8)u-m6AG;m^h7y zS2iKSy;7LL0$i>`$&Al`lb<6mIa3{bNn&AqS17^B_-*oKlP)Uj*OWgqayT9yZf4jq zQ*&KvC=%Jd2oS?ULgsQ36qS|h*kD0{wV%J~j%ckHeq6h-@#Mv{gR#`^e47dA;Xi84 zR^jSNLHf0xx%o);Fy6t?cT#Mg=S-PLjhNHy)T1FGw~=UJ16+@ThX7hxUm&`(x7>tg^sU2W zWe0_8nxs<#zx(*{s)L&8^5qyhT)7B>2j=57- z0ymvvQw_Xx9;w3Oy6bqH`G{`W-ZlhRZq>J#`;@tzopSq)>&!SM6?Ny4?bS2AKHTs* zBs^7MW5jOTqiYha(=>3~R!1ruLw2PG89H`sFt?b$&e&cUBS!C#=&IP>l3=;QpHF|A zosf`FcH&4>lo5BDL|CSR3pmEfmwy;ke|?CIj1jvYMohH2xiy5K&pFx6XEB;j0zFFd z5eB=p_vA8E9aYl=`Sd0g{mFA6@f4+#O3Kr^>3f8~l#Y%LJzx~=+E79w+We(YEYNmV2i&t7EB@3gfm1E>1<`24ye_SgsKWp48haAO%~k6)LIalM3j>2-JK zgXI3q%uK^AioQo0=JubGx;9$NeINQ@J8tQnEAz14+J zrUb%pCJ3XwF&fT`cz)c3hjFVOciuF^&vO!*5~tb$HOcLHjdL&hIJbmFJL&KlYx0KDqOd$))tUFAL$2U}Mv)NR6T?KRGONV)I1B8wI zg_Vh?)YFCO@-0IptrvR$>~Pa}Ua^8LDka<{Y=l?G=msTsu_8^=L?iVozEBK#s^f%T zOr3uV#x5W*@Hx8nOIZVkv{!@Ju%)dKZQ{$vDU$(DlRNBXwYLgM#XEYd-WK@>qto`X z(C`G!4*nIl8E&47%L5j;dfS>OVY=w&*P|3v$_llBLx=47a(Wdl-}5;YBv})UV>5$s zLH;`Yo}!6{4&h9svZ>oOvP?+&IOkMgb9nS)U%B$Yp%$Cx-Prn0ZmDk940?=Aid#0E zz4m0s!RxgwndWt!j)$v6tdD+UjD*C{eg^t;%{r@7Q?4W%Y$vpfA5KIvPubV9KvZ-R zlPhYp7htc=DjRdxiu4`ZUzNq@qx6`bWzobwI~i#W=QC)&sq*ZSE7<;+NpW;B$^UY< z1+CbX-eyDE*L5Esr>3m@W};*S@iP8>>T$^k6Z3Pd6x|dwzQ_(ccZ&`{o^Z&>({Rrv*Tq>B$FDt#=FJE!LY}@-y+VvPa$#2w_`mjl{@IFe`HT4{TBgk z5RMr=S8Yz^3>-Imb|iI~sI=L-BCKe60~{dg%Ib_MOB_*}Q3?lxDz3_i3=5k_d|_#F znNv|fJbo5uw3UBdnJ7!UfMrmx+OQSG2%M!>7t0X%SpJZN#}f&_X^!ShnL+g5b6jq` zRA6V1|7EH31hLnZsSgZK%?@i4@$0z>kz;zgrpozg3$IEBQj@PnB$%Ebgl*I# zXAQhkN9*{^Bze7{o%o3-#5!=Xq+5H=oPgk9$-GSigclFL9>b@X6;5EA2t_>QKdl!z zhwh3Jj(Yqw#V}`dG1Z&!nufR&8T1_T=Ib|ZG*h%ar}cr=ijy|d)04peE@5*ft70z6 zUY=i5pI=m@prR6jEV!eEJkjnM6G!{UUMTc#Ln_iE>p?DYQ>%cyD z2_tRx>-qzEEIYsCTksh}qC@;ElX{C8;OtJ#Re_z$_U_s9&6qKHlo=2ey281Ob%cnQ zPE!rO1qc`Br6S+aq)?kBc^6B7Q-&7nd^!Y@K1^DAF<+R!Q8wYIdnI4&ES3RfgU%H> zX{oA)5{@mV_J@L4Yn+6UU^qJn#nB>42*)~N=)L^>uO~?#?54zk+n1y8S+r=;8K_@g zoFv*ur{=DJ&imxqA=1+MPc~%;T|aZ9%G7!?IzA^jnW`?8GeH}dP*Y}sx}MP3cyh#Q z%F4~CD`VyRhbO*qRrn=JWe>%TXrn5xhoD&D{Owfvf+x*Nq|#(1Ik{b=-^*<1pe8S5 z43@J|AGTCyE$0cUHN@Xvf+b4g6~-AM`G+qiCDuf7pVdDNnxBw!pwd>fvE*C_{xz?4 zX@TQ#Jx%F^zT3Ne4iwJJ{* z;M5&b$vT1jkY6Oxs&mE_)YVHnqTyZcDyKA(=ROAPnTa_2TA_?!j1-GMjS9%b zl{MH|s%b={xhK?2O#pE^%LQ>=9Q$BK`4@iUQ&ZMEK=>zxZMd zm)DB%t_Yu|iEHL?H7B0A&NL#?82k9#^eEt#OY;|H{W{&$@NE>32t}U@Ez72R`1&yoyA;sPSo;-|QSxkr# z*DJ79CAZvQO66{YreW<#%@*Op7JL?m$gyWiAcDmVBF)u+Xg(+Pi=;uQR--!w8M@8T zZvXHPS?+FbXE_*p6(3~AjM<=W=<()@x|`k9Xo^#&T)C(aRql@CH2}{Q&mk;;XT4!C z5vD|``dWoE5uOZ%jCUx=dOcMyhIxn^7P1-TCD$9HG}zI!BVX&dUSQ5NQ%V7m3MdES zl_VwTA@NIMXZW-%DJn>cO{=4Y!=rw4h$=j?!^h{xM@i#xFbB4>Xli-;mK{-nz>xHF zqhps>IwU`%o&%?jlb=r=%JAl4`Vv6}@qcqE)(O2)j|UvEvhz%<3Y>~l<-yEnx1@Gw zK071wU|ZW;I0}J6VA8Pu_cOgH;7DA1KrZidtQsPy5loUDjIm9eDW2Yhifw*g%8H)K z>YiCLnpIndVOKBw*!5P$?jh|m3iG{i?&PWD78TWfuA#3feeAjEGf(<_{--^GR*Ma7 za|dR-Tzk>jXl!7R8|*TIws;fI2kDgtPdt;7_Q;WM==S6E)cK}(6T^w#20qOr9>uA@ z#)6MKyE;J0ae42OG0eQi~FlC3>xzxwr@m{ zerf40Be7pXc%6cf_X!UgQRH^_!Gkam1nTKH_xQHNuw=#G4s_nYAQ&Spu_b|b$)Y@h zN|~PaCVSr+o?7IRT08PgTyVlccDoPhx9;67&S_j-10VSr zi2}x;&Nw+^{SU^Aw3-^I`s{d3@aH;+Dmw}xk4WR70oZ;2dS&zgu?y1C)LpW8WLcp3~g+We`7;PbIe`M+L+O_5|i^%1^zJPZZU1d%nk` zib5IBNVl0XBEyrRaOZ_O87vmfQFr4V7>ST;xus*g3$=l-7oFLg1)pHb>d;K&Y&#j3u=B+|HLv{eH+fG9GWXqr`ny z+s6eio^CjNI(V1s*`@w?;h6`2<7|Cq>T9RJs zmX|}hOmq2c#@C$H&3?05zy9TjO(P901FXi5*j)gCva-J_ej=X?=hjgY2orIfkhNh_ zR}N5R<9q=ZtEi+TH)YBpyz%j7Uj-$1bb6Y0&P}U(d57~A9}Q1U2Sk++-ifqmx1PDO zn@{vA7gk?W1|&TPWQyP+6s)y`#sqvam)haasx(d9FM)*iqVVheJJ}X0ZV6zEN&0TL zEn8-A(dG5Q!$WN1sE_DVEP@_jbw=W4ty(mh{ysY@Kpj~nar?=WNCCv*QVFi}<)A@d zD6O>7-1s-aBk1cjcfjy_NCj8$35yZO2z?lw1@mu{_o)O@Oi_2LM&v-!88FH{z+AGXJ&rxp zHKQh_^+?-c;XM)mY8(d1CkftG`!mrphC2$ zy|F|iGKeQ0dhFN&pmX0Xiovov^L;ah+XvXkdHQAbfY z48%3j9y1vFOPg5J;qBJT?5AqZa8$o{)UzkQpunCnBLQGRF4%ZP968XbVm3f^w#O@d zhHYXeB%Ya)Flh`sL!MksDq2CA5slL9Hy~xPu%Ek23 zimn7qbb zeZFu7bf!OD4EoUPL)P%rp^e{9B8An|)iGkA^3iJ{=4S1^RgD?V6%-mJ}I?#NW-$mg#nQC*-@POCFRIJ``#1Fe;+A~!TjYCd*YL=i_b62)4CXJq6Cp3LCG1(8AU*e zlCz+QNJdGL-&o+S>gv9A`*ywC-G98de?RMZWwZD9t#7S4#~fqKSr4Qn&Trm8w}C>T zY!A(&10DXe+Co@V?l-*bf4lk@{`Y#*3(6K0$`&p1XGN4y zq#lLxCq?w^X*rv~!H%11KGzl&zfbWQ3jf8V&-`$KfaOaJH`y7lsk zrN0$^_zibQUYB)OD=q)+@UfL_%YWNJw}NK*Z=2jH8<+ofU*!M)xWB)4U60*cla$zOM_;dN$g=2dQ`$+PWUBs-N9HV0b@fQcB$xO> zuc6pu;gOL8UXp?}or??BH*enTNa9eljBP5udW4yuUuB>vvB_7{@n%2_p1Ji#MIBl^ zzhQcA{rV33Kf58^WVGw`OkZShs#&*)jxVli_)oIYOiQQ7EiPHuxn@ok4B#LHg8+vae z?NgiQ@wacUtbE3G=Je^)F>=wK!#N{@cuwafPkg_tkf<^A!KpgvHHC`pHw!-h|#S?YZI-XhpyLme4am#A8N~BJ$_t)++h4jbFy~N=g%)5KmL7sc9!+fq4Tkd ziH%XxFTI~WjliPQ#O7lg>*INnF9=?o(`krPmYtm(syol%5Jt_a@NIUaK(W%FduURx zJu{g_J|+y8Pd%`MLJ2Yalf7Aq=Omp5jqABjpFWjURyJTQw$spDZ+rUqaY$saqskcV(I`hcc$7rpb?3Mfv#nRB~;SRnqjsF9jUuyQ`s79h5ddJ>FMGcTD$jf?C## zFJG=&4mQ^$jMTh5Ka{VTWgcF{oud zXEZ)9-N>LZu14GAWQ6ofkv=>E)8-7zfkrVgF&Pn&`}$1@4jtVTiu0>ms=uwEobppp zvN@o>`7UFh)8edVatWX9c+`ds8{}S!xL;wg>n?F`&9P1t78V|S!zxP0YZ}6T<6B6c z-4x4#1LtZRR2M#XclQho#5QRjOdqQ6zpT#&Hjls-#pVcQH#(Veg$6$Y| zBwx8#6)ZH8lsLi7d*j=O%^uj)WoxgK_;h4wZhFjL&>I%D#Kj+yT*7`+}_mSCj!^6UKu^0NAlV6fUkehpA&AN31`Ln|o-|+i(4&ycF zi}}+%JUrM}>wnD6nwc1g#F1j**M>TB6cGTd+UDlw3>_$x!n|7~!FenD za;VGb>PFSp*4D=HOULF7MvBYsj2Y{Gw&&jc3NDpogK=MPt%vr>7JdP?KG_z z95hTb?oipeb0@-v`~58p3HYA(4Gr?j%F0+j+vJ2kzoR;gqRGk0=O(%Q#P3xVW}Ejs zG!j56;327i68VZF#IdK0+NHQY{&iWUn7Fu{ii-cfef!40mol^&30Ms(B?o^!B}GuOAa3 z8LSc4O5(NG`>?>k-H4FB-*V#;Py4XQi={H)%I%WZ0#KO7JfvnVyOPXw^k|({+t!>bx2HF1*busF6m{NaGf;jG*laqt1kr{M|%g8@)=n!poN2~ErQ>K|V?ny#u z;pa;{82TC2rn2mvB(H^>zT@rf9cDYx&y0hBh4c(VND{5Z=5r`Ai)%{NEO4Z16EnYb zMp*c2vXbFm6;UM<={VI4;|EiKNY;l)I_i?cMtQ>M@bi<4)ez#Cg1!A5yStIP;he{c z+Shm1abK@^_J@1V@Nhy`*JXN~z2>7utr;eXBJOnLTg#uar?jObI$>KQ0*ds12)#43 zLsDoy^;Jp=_st(ya~Asg`cyJawUP%;I?SXZgB^02Y;RZV`T7-S<ig2t z^A=w#YOvkuC$o;HviAEMx20DOM?c{Cfgtl9Z{;kQdo?-IIg*qY5)$%3g^?LyaK(xh zF^HYX9_yC#%wJcqiyjHijh-25PCm0Z*DGW+po=FEi+!?v*REKePJ3BgkA7{~gUO+` zNR#|&5lO-6urs5we;}SH%+E|rAVKycfXa-0tt4SHF@HuZ&vv5rbFu5iV;@OC^Y-3u z)SPtMLukP!c~Uv)@~v#Ep_s@ZTQP^3ajbxQs`ZElyJo%`&;eCwy*IOL>h(&xOV9b` z1CATXAU)wUM<9==;R7EHuj<~M}N&r7k_Sph)&1ZOJsA9&$zR0i4jXYcGnJEcrBPYYDA3thwy~lJv{5jN~C3{q-svb*m3`f-A$NNJE z5-fj?elj;RtMNQ=@nN2%sc8~|5_xlYL_|NpK;u-WQzAAb$$s&w8R-L>2rowMnbJsr ztyvb4pFe;04hl-(v-qkD;N`insG{5?8!16w{Pt}Wf|3fbXT+s|h@NuaSX|UY509o) zy}H4fslgW603MS@lYU8a2i7hkOU6%;9?Dh~!z?09L`e--P zUZFsQxx9oE~# zW;2CyszvLS_ZMmY%-+1wHydrcZmoNEYYion8H+6qNHx)JQLR@M$XCVD8!dSoeR8y+`!eS6Kl$;#^Lre|E*a(T9vK;zLyZRyDS z4fF{+C{m5{Kf68Xj$U`uu>XE8D>JjbVStwGZ9FR5-sjdgKE1go!zY3}s|QZY`}x_` zcA`OX0>GJxiRl79%%9I9!sz>i-GkyQHDRJ&_0h72CWbrOT6zE(1l%aGoA@pJy$@dU z55u92xjFXLbAu-9+3f76rFf*rZhVs>c$b5NqrW93^0;BM>7k2jDc)vn=|**N$|>W8 ztF|z4aY+O4SXzl@T*a;Pn|;2Uo0}_kZLT-iNrQj{oOWtj+DH@uG3Pz@sN~tE5$r9) z7g6IUeh_tt0nl<42ZAW?3InXrnl)?6s;U$KUCBluiEga7TG7TPQ@wz}@#kqQO#_Z| zyrRZU;FX=qPBV4Ea#$8$<50fYK`|8`H1Cf8rsc2NAo-SyiZ zavRIYc;4T%(_B@5sX`CQq+wSH!{HUk+2p-)Wt?4eu`6v4cEbk^lpJl70n#|AqKZzY z$MkByeBF5LF=AJ7aWP-crmloHy=yc1?5&&wigea7WxX2DYRR+9z-M2Xb=ZDw%ZkR6 z6?Jv8)6>&bL)bX!Lp()v&fI#nXMuKjG(&FvoSAv*XR%^imosHx4~mS90RNKM6)6Utsd`?F z(b#ZROw05@Ar&ql4tOWqe)^T*&#qOfs*aBNNb!;BMs2M@r%?Cc)g>NxOI`#){bEZ? zOSgtUZ=o)D0*sbJtrHO*d6okT zX@)H_s_BNz78_S0pin4oE}dt}1+QQBk#?b?XHgK^vSka&Y>2b$JrBtnC=_F=6*PhR ziwpBquJ2Ykr}%JcYHX%EW@?3^oFO5pfl^ma+#CIP+WDT$ zHd@;AhnJWiCho@d+ZrQ(e=&GOAcwpOuP)nvO#HZJ7JV=`H^0$WdqBrmnvsWxM?OmG zb;~txW`m{#c_8E$FJDsA(+>@rKfLzl?s|U!Nlz~?QfBJ-q8vcUhT9gqBq!%>@8Do0 zd5U}W+t_vyxPV!JQ#EMw$sYNS1IHDt?9_OzPq)mzGHKhy<@NqX$IkNzJlX7} zX2%WQ$;ve&;p`e}NjVRMneTOt`l2*C`7l1p ze|~NbRjaj2ED1@@cI#X-S6Ta^K7HTRqzHNg`#iPHYGLjsIkpK22`U-J&pXn?!Wbuz znsHqUS>`=*1&$8xdrqpL3c0tZ7pR<$&pZq@Dq%`+_M;KZ{ZHI{r7o1x633yQy`8@V z8~)ny03%C@XNOM%-up1JqyD>|(lVKL`SnUsMH8Q60hJFQJTTi~g59`b%NE~)f`St# zPJ9^|Ndz42E4;Oe%Hfdsvp?~HBl)uuSXX&K62hL~`3h^=H<2Ul=C)-p|z{|+W%IDkPR9&nL;E6>s zP*zqZgXq>!;N+y9X?j|~dRR_e+)cx2-ZIBOA!D*Gtqm9U0^9jgu%J4Ar)ity39U9l zz6?C_1LFZwLoO>TtG_PN!~eKZOh=BjLCuSEsL$$=8SsbIr5hBJs;1*~I11~Rcszvv zXadY5cn#;jyrW~@)>oAs~~D2OzbF^aj~U6wFTskWU8DRa{y+5FHs*TjIW}0XsV<8K8?BCy5X+tJZFMjG_*= zPeNY2MxF|gbNo;qHYJYl`V};ne+Qj{1-$n$;wv^V2$Sagk*3684VzDED*cY02MzBUvCQ< zksGiEprd^6PjD!;$S}a}x(2&W*d&4d@Bs@3&Pr{n8DRvad-573B-i4Y7M7DI)d^>H zy*kLqV4yWE7PUbGNC*HvWoBmP^goTheF$Bm`)mi;9ljUSraOGC4o;jN>m7K1D7YS% z$$}8ycHH39G+?dXmv>JN#4N?#;k6+3c3i+lIVchMZFHhh)r4={VXDJ=;=`FOeeoF| zYYEh9Dp-&QfNsF&=r@^^xb5@|+afggfg{&5;r`JrC&wRm2(l`~eE<j0&x==pU=KIVyuikdZB<6;O)GvCAM^yG%6 zf}$QukXaOY22ICNHQ-cyYtOPE+)M{s5`HlX<%pQ1WJa3~_6iE=I{b79e3I?_L{m?1 zZ|`U;iQ}h~!SojX3Bs8JCEVZw7*>^6S050D?8*M~AS4ICWqp{R>NIKM1k++{Y%F%+ z0@JY*EKE!vqGcn!eSE@E?Du1X`!Y^^tLbi(_;$QC+cK7s`Pi}44@2tNH>AOJrkivo zp!R7sVjWC>L&vRu!SmItSH>3Mj}YpkW`}dC6Dsjd3$r6lz)A98)?FNc)`s4sZKUO3 z!XuTBkxQ=hp51S4ZH){$o8Cx8_OQrO8l7cbk_ISqJwwoRn!~J> zi}LBl$S*!uC%w3TyCfmOaU&-!FLh;IK=iZ~3FenChgc0Zo1HhdTSAI2_ZF@k76yPq z-t-Cx2p|+QYGU2@o(HgA4d7`8g&#qjP_AvbR~~=VC&3cgj_`An4%p4)`8rJZ_!1`e z%%V_L1!2gj7zE=?3g#OV9DaOxj|_REx!_9iL(i}xmo2oj_HF-=fH{*~%C;U=o#=ts zX)C)PA4Q~*5Tv3ucAq8$`&vNLK&d4-<}GNvclD+>pr#HUjCdD0K7o3Z97{&#BS&P& zf?Tf(j9$lJFXcJjb!SWebL)>aP)ovaURhB=;cluU#r<9+YnR4=K_Jx@h~0REE_y+G zB>)Cltbdw$kC><@7DaGz&f?@`vo>Lt7v@KtVv(~!{nvqiNCQEFlkr}miAXyK4jhP< z3>LKQkB*c}zH*L~_@E6*o=pR-nKL$u2Y_;hWYf(%kDLX#eC+D#N)iBQed?PIB=lmd z z5V?(7UY$$Psa62@Qy;I&LlOwc@rKYdE~)rpg3KldTf$|Qf+6p=6*QYh-ehg8;s}+> z$l>sMFZV@w0H+JUqv6b!lVKpGSg>Fqh-x$!XB2ZBIrD$Mfcg@T?MB#UgaB_wz431~ z`kncCsL4aYG#og1unYicVPU~`IIEWsAvtDXCZdrG4a&TkXJ!Tx)1WL(|NI#RipT$$ zo~L@}hYwPOd4g_Kk9w_VXegd6#8|aZ6Y9&2>PmA&J}c)eh$F<;_wV05!9{5H0U?5#49BWBf`{x*C6=~QKaybe@DW(N(ToA6a+_*>vX}E@;fc$B2FTs z^mKPy$d+bnEWRiS;5K+_JN_*cWQ`^YD;X=RbWqOQfB!uM0)oN2$9oS5@{psOx$7C* zxl2f+-kDy@ihUXDzO0MtxtC+HcRb}#HGj@(?<2ni>4$qcIVJJ#A9G%jx%PR1>Jkr5 zMwAAs3rA;-cCXR#b(Z-hPM=zDGi@6!+_RyIV^tHc{DODN#Z%1MTdkL`cn96lq|3U1 zt)xf=V)w*x0n`mt7fFUhq>6pIRLm{@$4W#ji@)6nYAr!00603nGHm~SDMUWrn}WU1 zDkP*SWH@`8)^m_%J%zID1=!$b$C=`r<9l0mb!YnT2Ec%}pr5=01LFV%&!Je4QOkNo zbjm})_A)5)p5)}rveOqq@O|Q792Tb48ow`>i9Y=MMaG-X>3j1Q(%>w{;*#?N6dJ-Sk7_4>O+Gd|UlY*8sOB=#}9eNauu_cqpeskn>; z>#Vw`^ktw++0Capo2fe-eQ)%oyNx9}&0hrXA$97MGYN4Ze_BH&L4RD));1~sK70)o zQOg0cQkj=lo>@h`gDz^7-a7BY$6qgHtiJ@ht|GemAJ)3v-qC?zSteY>DoW6;LV{Y~ zhajkV63_Xgh3{?n0s53^Tg;*T{ zuu0`u4atRzQKOzfMUha}|9TyRH#BBa79dhWCKL07ra$;7iwGyRAb5U@^eG1qP5ND?(S}aUqOeIf%ZWPY1n0wEB$S@7*a86G{WQs zIZP@;mn{cl2Dp?uU=5+neFv8?=rmcBT;q{K^P-^VIDee*^7O1v(UFAgtqc`S7VJN_ z?YM5wmoL2INcxR`ZQWm=swdlKm#ds|omBik#>O_%FM=+!{pzQ4V{v|}9PR5H9oAi%BswAiYK@b?CvCM~c0t_=yxai_+ z=i-;IU#&X0#>U1b-tG6$h4?_kzx!15F>!Hhm;8^3;_R{4WGM|qt7asCi_`->aT+D4 zJT$PU9O^N*R;`P{Mj@IOxB$jJP}J!|ow+wH+JcdUS!ro$@7=xo4weBT`C^SB--M^8 zrtVwy0BV39?i{$=7sS&6ypufl+6L31Pc96^r(igsiJf#MSW`NKLFC*y@@A5ozd&&% zX~fLTOr^jvPew-OVVZ~v;yqD^u-RC7d6n?iI)aL^i%a*|i4%bbi^?bp!C3y@2I}n$ z42jLnN`UIk?xci4jk$#8TjmxQh0a~Q8b)dnNCx_-oJiybcm%48#7-Choocyb04lkD zTY7w%FJ~e|5wc}~nKO*4QPHB_2EiDLbzwnpLJ}TwIa()kUjbn6lwEvN74?)0< zV|}AwdGJj5_^3I<*^gv7> zpi%~oeki^-N{w%}O|UwUZ@(z+v7ewEk3%H)4YCN~APsX0xVjpp3hv$|m4 zZTrG~x9{FPnA8a{m7jw%^eFw<(ZJb7NzqCT21>HxvQcJ6!WPzgLi zw-|}>B0U`yrU5X7EtH=Lcw}1d={HLCL0qW=w=+~iY%`<^hK-_i%{c`qcD4{yCPthV z+h|7J>A1zV2>uNDh>|sj!pg^|jK@g=JnoaQsX6}pA@$_OGK$sKzXKOgR^L6o^7Uh=qxsZiSTw%`dcib7^(s&TaFt@2?c zH=aH!=1G*HDuEFM&ViR6g4v&VaaO&MQ6nUt>o;kTTJ3PR2yjt*d;5mX`~W{<#}u?e z@4dhJs$rbyc^~FQJoXIzuHlnTRJ}K>efrNKdV@7eZ|bv!=^<6OW*Ci(B zQ0St(ObW2PzBw{Z%clXjf-v+bh1RTH+u9l_8O#B`vhuk=la@&HKw<$0u)hPAkZMUR zfON(&&g~P1vQiQSaze*oDwGpKRc+&l-Z7N$eDzYz zv!}B82QIyGVo=MzAsXyB6AfmA2;eyj0BrR@ha2e$aqIk@Yt_cgi$)#U@&~=%r>EDY z5n|5C$qDI&l;BnwSJemb-x=&+>fe8t(v|vv=lVy(F`LoLm4SRqK^%13l4ZxJO@W$4 zj;V$hGKngdh43jq`(x{7+Y=UUV0MIUpQrl`)V^*-4EW1W-6igwsGeINmSt)0_ zNSx>zK1JdLqHn5B^&Wa0rn9rkw7Ci3EuM7m;WIxA@!;HArADp<^}25=TTYCgdZ3T8 z-XCBg7G#+oiUJZ<)YR1*kkp8f8Kan}kzDc~$`pz*pC?a3j~lg;8zw$5yv+w>1p*jt zmb0~}K|Xzg^}OSB4=vK48c$(%je*|DNVqm~CJ7x16H_FqYKcBZ6fCR|spH}`6%?K_ z_CcRRdc5+)a(jA7lY4@W)~x`>tZa?>fu0{d<>~3b5Z~|@MBFUn&A$i-uz+ExR>H%> zqmf(*n1g8oIq)DB_t~=@Ia9BP9EAu3KTL%ZH82iH!Sl;#Sk|uOD*aa66v>4icqRb_Tw)PQ=u0Uy{m#M8F87tr$b zkWopoi)8-gu%na|F-pmNX-d=bYN*txej|s>jGM{U+T7U2wQburA8@3ANyNPf-lz$B zCeggxZcjSx*35Po(ZNkpN=}nUfA;KMM2%F#mRG_ipRya%R)GF}%tmuDRC2=!(=KNs z@MGJnS$~zB{?Q{3N*tTy?7A&`ZZvDuM*gl53k=oYmXY|BP5A|3S@EzMtDXxOwW+JA zZP+XxH*rx0iDY*=q3L+!Jtq2W&(YV}maAO99#NDI*rI7Y_$HwaD%}K1#3+y?O%9tG zqhXSSjZF^6!-%FP4Wh>Zb%)ACz_!f*e#8Tae6JbmnsL!HBO_zws#R&)rBrQ(Y&yTK zUr)RPaN#9fnaIfBvTSy_m$wC_>OSCAqt1MF!rT^3s@`0B(xx0M*$Uqy8HTUlc97Wb zh(RJ90+en6Ir?~p84e7DX(vp-M6jTd0fGJt3sVK-J?;MstJUcb=#cmU}lYuL!TwqZ?e;^ur}j)PUOVY2@1E;F!+a7m5>l)%tu zX4U4nFs(y0XmU*WZ$uU4H>M>BF8tI6IkxnWfVIvP5H%RWF>ndnF~;&`UdC8yAl?RC z&;e1W>2l2t&-rY?6gdECrjNMVGVDHKBc)y9X4c%<(9mE-znJ;gEQsKZ>S24Zg$g@v zaVJq$?SP2rxHxZ32x-s{BroD5FayrR{3MJxPzOjuFfF3{$Y8nm`4ZHTtnmEk{z^Re|-~lf0g2&0pXCMqG5YJ-~@MeCLbGlkm zkr;}DLAE9CDjHFXusa!@jE8`0`a2t)iqb}?D0U+ z0O`i0+NlaU8H-IwATu6wJ>aUVlk`QVW5?vch1S5B32tx|k-2b66pW1%2;!qqropK47C7zPkaN zd2rGXt3k?htcD&SBQXfU@{`E((dLZPY+I+{Mm<&P^dMC2ImGCLGfVhRe;^6q=9h>X zeGd)=F->yLef$Wd7N0>1f1pZ2Yr*SP_j@o99Rz6zqmTl8VKHD7YJ{i8VDfcdv5LrYFAVKS4+aIM$TK&?0~}d30pVFnMhSlZaa^9dwRZj`}Qm;YEhw8pPUNp z_&lbep`ns;-F*RwUl%xp)L5v|A_4veP~35hJ9PE-Mq;79r8Q~PL32pGId+{C+OUY` zBZ!_`YFlUz7k~OD=o(e~ZCIvaaDK@qE%HBkpwBlrIFTWJK4jw>TCtRN)z3Y{;axPZ zf8a1#F`M27!)t(N4#!8*y~~-i)KfYzCudGwy?$L^d~nCK<*4kvvL+{~EyHokWX3J0 zA|I`a!rNNJ2%dS)^ogtSu3N6I8~+N?=ytG^^cc>1_?XnK&|B%Mze!v9!O%i!kH>D01gD#_utfa*8)ruOFEnuw zi%gQ;l(CL4g>rmOoT%(>E|iTDvXDtdYjGF?)z(vZUoE(ipLE%;Rx4{`oA=iqi>z6;>hrCGm3;gD?dRO5|XUayN zR5WtHGaQSAk)Dp&q=&345l1?)u)kSZEpnq6F?)f@Xh6ah^?ZMo zC3OTY2@(T0)AP$6y&Y9#*JS8j~;-CoPUoGs0M)Rl_LWneU(zd>FvQAQn z`S9T+xn-7}a%x{8ix>D$;ush8EWX10suNJHr@udD>wb~uR)B=@ilfy`5L}_sK`*-#wwav!<gc#8ROIlW4ZLM2fUY=sKL>^I0kHasggk>Bw-j>P_zg<|YUO((~TZ%Wu9fAA&OmTlNct5a?`al5TYFn39p|DbG^RET@yD_eW4*JlEWr;`1 z-)6(7ygSR0^HHSG(g%oLx~v-l{@zG(@7b1O_Pa~}NcpE*2fLZ?{%87AOV;&Bs{K}JIqBYL> z6@fYbrlLGcDJLEyiZ_=)(_nqV7xl8rDoZP7rfbA+2Ywf_oc%_`4=@;X7T4xyw(4{SoeQ?vHr={Pzy_|6-+rVUc4Zzcv8|~G}7?p z>?Uh^YG=xSCMW%=cREoCCMrw#56;siZ#fV|$)H+_Y>uZj zGmk)1OL&O)*8kS#LGGDS7FGD+6mUlWsn!(-+%B0~@iCoSY62ub{C^FC=7c7PPjbZY ze_#A*M>(Cf@qWhkP10I7*p5MwuV1YVI%F)k z(~ne&=R{q5+GESQS30-rB;)B7S=GH$E=#AxCgLY3WP%1hc&({yWu0pb+SFM&8p(t!k=3tl-{klD8Z}pr;JtLc_k(Y|T zq4`f+oTLC>9L?ryYh_5^#7x2BtPpA5gb}2{8(j#LOkSU?vhg>HoZlj7c;4^)l*&&< zDLliJbb{z)z1$CBa8x0L9KkN|+rPf^9>3)5+BP==k>TmI`A%QK_Jz=o5)P`q>okY+ zPexmMdbS>RUqh+ij(Z+gm002C?jHY!5x;e+(zE{S+0*iB3URHHO^wfDOTSfhcIa8M zQJh_*E-P2`nCk%zurM=AHzlZN(Jdd+!fG33`YxFt-(Gr@yO=i7N&`-2KC!G>U#rJ&@7ysq~nuaeAzpGStw9g z$sK)9i9nN6)lkrbpe%EPh8L{`krxR)R)w0lP<$UFe^OIZE7N!LurhN>t0@JR{U{?; za%{KU1Bh6x`}V!*-$A*|x?QQ^9WpwsFP;(=4ihap!FuSJ8Ezxw8M1WjXKd82Kc0Xc zX0D51isUWrXQE}R;bX%Q#PSp5+zet88ug2icC6+}GN-i?LC7*Q`Q>9|@+#tRMS#$Pe2LoAnsJkKX#Sn-anzeOdk``WXiz0*uXlzB46-pR2iQ25(vu;BH0t`lFpBxAsdW)Ei% z5d9OlKNE4InxCC&f-NhA za51FU4(GZmGXdsS&8VW9W-IeDJUEig|-ot zk3I@|AxAZ!)>pjDOIPIVa2OX&n)gY#lay?Nr(Pl_52ui*-fP}FcEIgL&A`B^si}GL z``c{_rOWr~`#S>acrmT!H%_N%R~RCyZ0vxg(@Z+^^(8EgVbBUY6l5ceh4(G`l!W+0 zUYU1IH)wI2XQ{!>%{wrJJAgwVw&ZMY0>ZCn7-`$tp>0McXn+M^)>^H=P5fQxPAoe5 zQ9(f=V$DXHC}@iffy*^t;YX&Vm>RH_#AMZBH3(`bh{OCAq zbbyiZg6DAVm;{J9ebl|=@FwIZ3~ z+J7wDoTQ#JC9(a!V+V1=$+vWaOv_F*{CRO(Tmh7@AK$;%pw{guhaP*(u=z02erBge z6mi4VHl06ym_ww2(?T426blOr>HW>k-SKw0GCJY9vV0|eK)NW=B2uNq3mV_<%T18c zQP{yusAFq?Jlv`Zses?$7Pn=;+{x)LUck5GQ{NhtgWZmruRWp4iJK(!{iw9pn8 zoSqvM_09pU*?2j39A0J3O$0o6!LL8{|83w&cdFwKO>Y_Enxw1tkJZ2AYS$_L)8hxz_U@yK54LP*h zX0)5To)2<@Da3YRx|f(}`a)gycrxPB2Hbf*N`XeHwq5gPqdeCGfo&N}_je-nim>%T zv&3m~!cYwpb_YIUWtb}jyZLEtso(58dYy@fr^(@A7o3x6$eN|&(M7Y6yd(7+ z(&tCYX$kMkz*hA*+=pC>Lie7zPjm}Ubd&BTCLbJEc?pR}D9vLJTzncu{B}>5k>qmr zgKVh_fr+>#V&{^rhgvNq1^^ZHT2u9)1grSykjtP@MpxrjMIcF_ujLmIqZFP)Zll8~ z5?P#SDv-$8@aNK7DOHbTe~XnC6@38GX#2KpFVV~|4_npAZu#Fz-F9l9&W3B(Cx^c0&OVR7-`^#^OBxw&$aRn-u zGgK}`^J9t8O2ny$*CDCPH$McJg;DCAK^^LWO*)TL7=Zd<)ls;!NG2Yw@Voh9fFM=7-ab^Wqw`W zM_)&~S?(0`dwj)mx6SYS|6WZHr*De(R_I;>feRCplj-~%%my|+L)m}|=;ySFs8#Zs22X@CR zj!addP@=SC6vJ4IuKEA47>j?ja?8tq=Cap3b;(lWh~2;ZJ!U!>p!cfjuun(i$F|@eOXwLbUSoE^@X2HQ>?mEM5BMwVMj1 zh1EZ2XJTb%CA^n-1!vc_YiLfC9C~~HmiwysN4I3R(^3!olq{9k&@i?ng)oIuwG;1% zc&f?XkRaPe3LP0AQt062Joe__S?{DNiuU;J?Qv=8(AyD?jn~Ny`ssN0Cqd|NrcpD2?Y?3^QKZ8*ZbFe_@6C($k z#IhvAv1YpxuL)Xanm}a}vq9`jvR)MDi@uFW8!);X9OALJA>H zTr$%HqgfPzDTq%oXv~6|hNd6>zk1+wH1)~JbN)(eaZE}2&i@@`7Nv6Ob{l}#@SgS?0f)K_>2cCyW60)GZz z$RHCL7)1$Og4Kg`Z&*J-|Hhwal8LHyQ0MRkaAz|y8A*9G{Hq{XEpoYm0wx&ktB)CX zYFA}{6d1|f4;$rX2Eq2c3dq)^GZ`ag;!*nqPvm0=0SXcqNY?u}IUS9bR`S$D=!49= zq+JhYXsOGWFNgO~?@x!>>_*8f`rP$V9+0M9$k)Asd874pRLe_t;-2hpoO|J4lEYU> zs%j(;!Um|5tBEb4#?f?BsB=6rf|c=DSnaE~`47Yf18hEeEG>pJV|c;^`PQ;jv2vt7 zcCkDC!nZ8fqbJupIJi@<9H?n1Kaa)T-Y~3Hqa|I8VH>$fQ$33%CQ3o&>2d^T6T91A z$b8rLF>w-RX8ug=0Z18cTfVfx`zr_jsQu5dtnXtCk1>G2giIfsItTpmgb{>Q)x%%x zV8LJb?IV{9DHzN!0D0bmla+&`5oj?K&V*Q4Bjji7>w^6gxXzU7PS2Ldj+-rg>thM= zZwsBGiw*sJu_U2u|1m{(1x=HflVcgYFVp7x71F8gdCdIF1xySe)|+hfT@otj+O=zB z1|HG2Fzjx;WS5ED&4UNcmMR1rnc};{;-59fq%Sx8&Y3%U8=B1lY|JzNOE^@aWVsmP zW!(@*cLm&6Z)yhNFi! zu-R0+D;0?u@-d2kwDfqQLYHf#G9}+o@Ab?IrMK3Z{jI_1pW%L+-!|D5G~!P>;YOW@ zOsR#jFE>^$Vqk=cAE)Sy)nbNcn1s7PmWibP^RTevqED{^dL(Tmm-0VebF++0fY+La z$}y9tjO-FBhSxw}a?mYTgO{eWrWMZLa*@9LT3bZ$xQtPvp@HQlatuyw1{(`BD_4@e zDO~(QGC$Rczxe(hl>Ix8QM7#p$_RG&TX9kpN~8WjLFpL=cb8INSbsfuB2*j-rT7wB zK9YY-Ye=&p+CIHy1GO!^H$LqPh!!sp7nO-tjE4DcF{jnR?y6bXzKi?V-z!k}&onf6 zo5?aIgUB-xCj2>v3clv=6N7uqPE2K*r+=w`w$&W(=O?s$*Na|;{=~<&dy!UmZjbrU zkD4T8Z3sZIxRZXiu<#l0W*%ug^Z5T9J-aQ3jK=>I^*{D)SdI@AXU(N+Bun~tIetB&0c(QQ^x-|4tyJQpi~0%8eJfyAS2FiY`B31(DVG0MjQgpc2SE2s?ggV@yWA z-Nie!RE;?qd8|SVLatuq3p1Pl*`0=x_r&!X**fY!=w2*GOAr#8NtPRF(Sy`)LXY|Ep4+d&$GAI1it>^)}xZIouy{3XFY7J{?*Cvw*8&< zj6))aSd#h1Y(w=Cw)DzUnemL1`ODV4AFq^)(2QVw-(%W$L_K0S(b~FmkMi#5cb*qq zYr$j8_v@EsGA|(|=QX6FxOsle+m5lRe+TWCn55Vn^3C!r7CwC~meu`VzXdczXatB2 zsJSJ^M4%Td+y%OG*cvz9C^{k?GTxVQrs$BlP{Os)c zh96S}KR0+@yoZk#?!Tu*ze-3pN_e@_@@2#4xtYjnuF2S(j*rt@TwILSL-O(|;L-%O zq;P&|TXhAJ18YChhKP=ftFchijFk{gkLI zg=*z^cUK;kg!6%T&i|lT>$rbIcI;8*zbNwIlK&^F*S}xrzeGg)#~(MA%umrzXs}Q) z=>F{faA4~po!fQ)c@_}Q*xON`t8Edhy|niFOggt^aZZjjUSql@{IJ2S>-4|Z>i^4X z-#@<4|HB_w$ag{giN57(Ff>-H)OMuPcfCm(qV#$Ut)<bf>x3+TZt36izv%9yZ~7Ecq)<9tsb6NbKY6HG`BIxPV>-RumUQ~rD>=y-{^>*Y z-a{h%H|LaAPx4D2xgfMR4>RPc~Dasr~y-L1) z7UX(4Fq(fm2AQ}-1hI<`9y}o80-h}1y!6aLRQ&=||DBHO?0V|v%`7NCOroFTG|77l z!|$)$n3RRa2_ieqpwFFC6aoRwp(VH-Vha`cIPLcBVbE*)!7q9;qC9lnwsiWX@}M*C z!kdR>*I;B0u{WV14l0#W;HJW9{5uOPtE{r}&Pd9tf;TJ^dUR;ETQ5ashqkG}_w4u|VtX7Q{aJ2;macH}dX&7kU z;5KZQf-Q(Zd(4L8(B33)*!i3Urp)x1KUd%lj!8&R{N>wCMVkAhQSDh4 zuVK@1Gh=vcXJ;2|W@pB`8>Xiw@Zn^78ewt22AC+w$;oj?u8BF11$N_tKRHIOc|qnT zsdWr6vdtDIdCX%{r{}umTHBJ&DLUL8MQr}9siM1%8%m)qg><6rIcZDAe$a%MWQ7#2 zJOPJMMc&I{Q(nik7EQ>9M5rU?dW`raqh?7*Cz-;WJ@~4e_>3Je!;~a4Ij^He29XPD z$?AA=L^;J=9iQPTGN0q|wRmdr_ZFMKno9nWz`7Ej}rIi!joy=!Tmm$hzm z!sJcjb#6`8cKO`h-SLu>W#KPJ=vE{uZWKSN_S>U_!4;%Oip&)u25~F|5w6)Y+FzhzCi9rgd3Td}s>C4xHAoff zLIx=9rgGuP89YM8Z(1YZD=qJdK4LUDx{ zijd)ELupOz9-rWkfI8UkZ;)WNxJivg;^Z*@#L>trZ85wNGjMRrBOs886Qq+GR!PgE z%{-)Iij?E9TBgErLDn3j*y?Yu*@#CI{`vD2QjB2@XbNQJSXPCUfnSBzySolz>liBX z0O(PEuvKsS z*O%UAd=$=49>`)xN&=f{Bzw%W#Fdp>^vbJKhtb4QfxRS-)4^4exhMcl3$4-GV28!g z`C5soqZMTEG(L@e8!fF4Mrpcnm0%p|A{WMzekCIyel)G0Q@~Txl9!g}fL) zZUGl*AEq9`gm#p)m+Lje_+))A*>wqof_u@Y!+1cJi2^WT8&hb_rEJdfj~NIxuJH8EWun zaHwbdf>L=_Sa|9v4zh)#L?Or5s^(x1ZP5;O~h*T6b)j2uAMWq7`+Pk zi@ikx2%27ubH9ra8Vjm)&Y`IB$>@MDHT84iEtuhSPT^b>wk64v6Bh%HW)l39o%* zv@DtV4tmP~cjg%epAFH}03wL&K8`t9r2hhzpYNkNw^+24E!V2O&0k!wLudP;IxIyU zv`h>ZJ-Ti8Znfz5WJEe9t8if$w$E^mUfn@*EJ>HnPHi{QOP9E@7mlMVRA?Y$Ysro= zOj6k4Qly2UG)j7Wl0$X?3m6j7q*w6ckS5%ofIe9RIkqd5c9`ety7;%>b zwm(IlsW8guxQ@|Km6-2RiHTbkxEo`{*gmuY&Sqgi+GX-TYQxL*_{f2PP;<%5EE$IZ zW1ya4<^0hw>4yW_Ju+f~0fH4+w|2i3tm1*ZHOCAZD^9-Y77u2I6nz-lWh6T%8{085 z9_ahj6c0`j7r4N~2&Ts&%E47py2Ij%ogMZli4yRRz7T;^pJhlWzk1w;R3}DwEG13ykI|0X0|a_=U`>!z6|Z$eP#O zxW1xu<~TeA+@zbC>ube+B}z{8&y(tC6@`Wx?T2n!u984A2GZJb9p19Yq2Qg`6&Ue; z3A$n*hH~r_a?G7ZH_uzw-8-4F0j>)R1sPq*r^fJuB8SoVxC>fCX74z1( z5fYC({VZarAZMj-%QrOtkP(v@S;K>27u;}V909M*lhI)n@O^UfIN2oFROsV=hJoZ0twa#F1 z9(Tn~343|{=FOH2tK|%Z;ITi9{`C=e(0=G|OIS}ubsYZ>5)Q-mU@lYwe;Ik~WGHrc zT__1iBp}0c?#@+mRYzwRIQpaLp`D_VDIUY%;W{iyrc1P9Gr$YU0?L@N--mX<2X1c1 zfZs+x1}NBpfSrP!D^`w9I3pN7uHL?L=MqM(knB`_VoW^zjyt5^b}aZ&G}T(b zc7RxV6*dP%dn0i)ee=Onf&C6I4jn#g3`1YCxBSLJbqrINv@sm;5@t%^$LJ#<4-Dr} zmy9&9Ko8b4XJ^V$aJW;lkD371Jho5QC4PivT!>KLTyo z*C9ZVpIwKwBqAiFaQ^0DOdy!j#;*Q|s~p4FhNk)5IN5H*3zP+a$R$jS#U;R1=?BMV z)s5lymhH5(0hlOWcFefFInQAQ?VX3(QLsz+AvBRo+o3Hn986#aX0_I#gOG$6fVB!> zo(jO;b`LXjX4C<})?qeq712gLP<0!bIOzqMTR0nrUqqcH$RUbt5`tcVn?damzs6-0;nPxewY=Z|PS6z#seU2QId&h!|bF*S+k zQ&CmlBQazW_5!FyL=!3c$0pIF$|h}SQZG*k{POMU!!aU;PTcsi=HpHIXbWBvuk4iT zk5bLum+f`_jfpDxd&1|_Em}Q=L&h(w#pGR7as;^iiCXFVKclXQ_C;Z}^_^Cak3{tC z7Y&<=XAR1$bQXr<+Pq0~h|j4dUwKzc zcYaD1F72Q)VGBaH_Pe{UdsLhO^j>WI_IZ7fSrn(o%P0-w5)L(_ev&rnmk(&)9<2%)i*`#IS_LI2x9r@Y-jA z-MaaZ^R8K1T9Vi0?}5XI#m^cFyBYiV_>_pTB&dy1H;L0$s2k{?)A5i$9T&Ly{gd5& zMwxY5k4-M2Or2pw?j70T8nS zF`O_`ZrC7Ne1&Eg(Osl6(Uqd#{K!Ao0Gbr|g)5m@uEIhU8N*sk(5=6ZdC)^G(b=4w zW_n#gZejJ1V-Z5l!^RdfdM>9_b*4VHM7Re=4*0`83OiAtMd_QrKPHKG)glsnF`I_> zx(*A*6A_r!h{}&}Clu~?PJEJ(Ga|KH#3%&81>o^P?JQ*HnusdNEkn-s>$D__$__2p zqSK5cR(s0__;Yjf{4>h6M-h$M$X;UP#;a zEIY)iqe3O5l)tuGE7yxvc>Q{rhh+KjJ5}E{A#xYBElvy77CweL>sv0*`<+HoF4=aM<&S1*bOe(P?-aB6zm6y6{ zLDC<1nmE*vq8@{REsl)=bSy(SF@MIyzBT`HOI^psaci6R{7v{8Gvws%2K;nNNWvoi z8%KfkJ(P)C`T}!pOl?}w^s#gn?SwWk2u*NsKr`Zc8I$YJ|Dsrit!|Z%=+lMjy3mBUfyxnuiaO$ zi%taxe<}z>oHcA0%)?==6YK!ehZMzn*Rc39oG!i$SX4$N3F>1$o^P(S5G`O9( z4oM@XZQ*!uW@xiPvv??cnj`)lC(KNTZa7j*MR?RI)ZgRBmrS!ancUc{%Ci@)L__na zy%X`o@&uZfky0C%q#x`eMth(etU0}SV==ACVy6fv2~M??V>kO~&vtZ-VKB{Q8sPpj z<$Rrb=T6aaGymA1kutudRe62Gg=-i1&yrNR&@odO9|445_8MM?E{7H+eh7;- z-UE=JxlAB5+nx|!Xr$*gq=F~R2AUo|aG-{;yJgc1RxXP;;NHI<`Zu@x3^}Ggdh}yX zE6PEk6w2eU@?bnrycpWV3Ft_Yb(^QVm57*%*Enj8X;+$i9gCoGeVG`uv+eWi1fl8| zAIpwzxc6%#Qq5Z>xv#+2CgBQ^J?>ZY{{_svcax@=6QVoDc*GA&nYL}qaQ=Ztt|J+0 z*ed?_)m3w_{(Q33PPEVL+qX}wm7%xx+~oiJ4kC%>UcOQ-&?fx$p#CAX7C_C(kD{}SEhvn4QhX@i}bFH)mxMG zcBxBNFTw5ISprWQAWU0?MICbVhQc6{TcI@h36>IwKuEXWym_;9_{CVV64V4+y7$I1 z>Dm!ZVI43mI3?xiP_f9kq1zwMISmbN`6b`G_a))TgDAI%WbZP@7*0q+(N;WhyBi+8 zQSbh}&UV2*#eJqXlkC(&Ig|?`sQGZJ=1iOzn8XtbC-Jhq@Es6iqW*yX%5kWD_x5c# z=UNPaNSF!n?DWPe?rg>HKr}|)X-_)@+aJ;<6v0u z)5aFJm=Df6BKBkBi?Q?!PU9_u;&ZaH^5Cwz=kE9P)bjZ0%B{{7EyAGfXkkUgR|V@K1`+c|(vwX#oj_ew20^ZA>0mO3L(@!E++UVm>W2`of^ZxTNc(mqI-x!kpk4 zps^yvhE`Rr@_e(rOc{FWC(rlt;*GbAgbg>D=*uZDPN;iaN?9_dd99+u5rW9;J*^(E zHa{FKT)vZG>V@qI=YETtjF#Y>WE!^rn`l$Fyfqdy zWIW==e*=%;Mo!>|FTjcD7a>T-otxCZPq2?=?z{m8TlFrueds6tt`>KBL40Frz5vZ{ z8Is`cA|4743RnpU`q7ZPf=?>R8@mAIemvawomq3(uWyFl>VA6O=m(@~ua=vdjJTW$ zO}9nZq=N=g44nnm;Hxis(Q9zcGe`PLkQSj&&|g@%Es89heCA;!$YLESm#7E4TE6Rx z(eN<`9=V()Zbqpf;Bhq`Ow!veZY2}3saFq+i}ASKTR>tfT$c!sw`q5{nHD` zu(N~-M zUohC${)GrZYy$`w4FM}T*^7ACabjU%Qz+=#Bbw)!q4=x&YYygU(ly#tmLa|n1h()5 zUb^+MwdnqPdGr+nDyGqIq6BYo@6V6LOL6#WSn;e^xQ6=QaV%;ZA(|r~4Kr@obcxw6 ziyWhO9E8%jJ@)N$UIziyi73$^)9qvC?Cv~m(1QR1aL58(LMS9~X8ftT`KZ@><%~ru zY#uyly^{LP-?z5rZ)^3&&}RSdW7O2_vpho-9d>Hn@G@s;)JD%~nm3MxC1v+De$dw` zEK}+r)jDpQILc?Jm#pkW{q}7>-g)@%p9i1)?`Rc|aPwUK`ijjm<87PH-pPLnX%$qc zX=r5BK0ZD^Br>wSs(rT=5)z4y!dxjLGBWAQXMQIH2zD%QjfaMgjw64y*4D1uHhRdAA2hR8g^;J@`N3JW|rOW=*)M#@4qW>9iKgWw*K0+YWN-6tzVxXW+?qtSW=?+RMmh&Tejz`yu40uSh=~mcHMANxq0)jzkfGM4n@gMHhf-6N(ys2x?>tY4ZmH2 zKwG5ZcE4L1`!d)hdqT98I=`f&tNWm!z+ZRQt**Il3o`#Mvao17V#J8v{l==wwk5-8 zga=lgII*|2wKV{wBXQ#ZkSq87W?9d@^pLFpP1Zb59)$;_H|shhEiI%tN&SZnca*zw z{G}Q1D=H*sO|$DKG)31G%>ZFoinqutH9e?oKxda>S5a#zla^lZ%r%0tI4T<8{(U1Oux zGiCRm+u5mI<>Zc?KkrKmNtv6APnX@ATd!`b&AqlZ$XTb=3BO|(OvSjg`WH95BiP() zrJe;gmPoMV%A#;&w{fFCp~Vh5WcIvyIT%X%lYUB~7kqGm7CX&xuOeKtCx?$+{Uuw2)!jexcg z-~usXT3r-8coyWyv7n$M0D=d_#R>#`>5d&b8(-h;BuTt+11_pPoxPf?{^`jYOv}uS z$lD@?7d&?HVqwV!h8G-QEe;(vtWA+=*SlNmdavKG!9Z%d8sfm zBR78H&@9%rRP_OPNuC!0JqudzK~aJWUiH@CNQK44R;3=VKm7jo?%g{(Ft*0#n2}18 zn46?%a@X3v?E0rOf!PI+X&l-@XntpDmE88@ImgEmMiPBc|>q#A_IPb|}S za&od=y!b8G5gi}D(%gUZEoI)9{_fp+zJWKdUiI|z>&lv3Xf<~J+xn}?$wrG7Dftdp zI66sF^8t06g?Bu5?V7)Ep*Pfn10~@W^5*?yWcEB@4R>>C&=publ`{_)x^}uLqgyy< z)v94gLlqPi+hULiBhXgj+}yAlzXt=O>Pk!L$;&J`8e*=A-l`F!O81485Cd|3-= zX=xHFE;+=$1Mmb6^-q&>^YR`rRE8_kju<*ru@hvT7x8Auv}ps3jg2+Z^rcJoyY&Cm z{_UpNjk%RmC-E$CdNcJ@na|w88lnI!nV9ezP6B%@ICucG3JNMET^$`UDf8(q#@LPU zmKw6ehK8Lxkwd&6zI^$c$<6R9Dx*j9VAm>)dcV%z-f;Nv;Y!2q%rP;^&CEQ2S?gRt zp;T&RZf=0tQba-m-q2?6Dk}6jf5mtkP(BE=mxB4+TVK$}S;ScFdGR@`^0&2>jm@<^ zr%c{YXj+_9=Dcp5dMf8_M0ofN9+Jo!=`y;3B{vF6V6>gvPFJZurnGO%MsJ2Gri(cCY1mb9mWf`O+>5&YfLt^4=yr{b~E_1BLLKNcDrccS2r z_&QkY`Hs)8r;)nIBgap4!aM4yxO%2VZo2+QJ-`RLM~q~o%xlELk$zwQZE*Gb8Icyp z4MXibZpDZCQ>0 zpaAkbrXnk>8n6AB+657gpa&*?$kOcHqsNTS2R%t8X%h9$&(8;-o_fUf@ut^o374u4 zW@ZeK*#3?0+g%t7i*>x`cjMvg)PJA4=~i^pFuOJ*#;OE|z}fQcgt8}lJ00)5+qGEX zNv*zJ4KRts&Rbt9C5kanj;{5?!B|K2E#U<8HElH7$+Y1Uvxk1iRUoMlS&$j~lh{nA zJ(t9A4vVhsv8v$zM+-3AKwjjDO4U6Sm_4lPa=;`{~@R+i)2f8Qi_w0>!<8$NGOJe<;6q zXa~)yc`R6bGqf5Wx&8a^roZJ?x9C9;`8yenGUBr$TA|N2dVG4WEfyf-J6txJn=9aO z;LFnUj?T8dIAKjUQs5gYJ9_hG@=8ih;A~zvaqYxSuT96FJrWcgEXEIuCAWI@>N47- zZ`=z1`x~2ZS0XiqhAYjwTQ+Z|RWy)-=v)pPtEEdHP1?F_oOsVurksb5@~ZLfQG(nEPP|^}pRDEwtW#l! ze(LO5W2v^;Yf5&!0ZOei>7-p{Ho?VX#Kw5V$N9l5@s1+5Tta|4_iO{M9K)9`UCJTk zQ24;jtzzVXpw)-1)DLn5?^Q}2X&#b#`!)V?^Qrjhrat-0tPxSj(+ zlYwL+Ux1J@J-;`@abvVqY}BEd)7`)0ncFG%(IWvCE9&dz92^{QiBw|L?20FjavL^m zsHv-SpzT?*&alLYy)AHz#n8;64b!GgYuBz_NPN5;G`J*9y#vl!b!XFWW%cX|s=&2z z{G);9ISsh39R!(cj2@lD0kaE(P^FRm6}{U@+wlRpE3dkb`s%e~#|{;3?SM%2&F4mN zygyCdIVrBguj_xMei6>TU~L`+m`_>9Spvr+ojqF?GkjkTl$oE0T(Sr}cTRQa&~^wz z)KRsB&R4U&ee7pYgg=i_U_j2Gw-AD)E6&@tmCruw(c9J4wc`EzgB+RRcke1o#zDi? zzqvn%V*1motGb8+qCj6zYyC!vnwFh?C^BfBqhlpqWGOouRY@o6eg`AS8b`B!#HCAB z^yuuzt&)hMNs)SiZfS0=?8J!^NodkoOcj-tZCJweUG3{trf}5bx$S9_$S+^N8oIkr z?%%2kosj#_Kj{QuiG)|`?CP3{;LR5!(tZSqbQr3As5a6`ZmcWXt?S$^@a$Q~sTWO$ zXRs&a`}beG>3BE7@81`X9(85+n|1^s#x3)k5%XIh*xNMaG6Bo`RUXw_wNL2{^@v&PhY)G`t-RDL6=>skBpscK?H1qYW+AVYR z^(8nXJbkmbPV22P3`i+Aw%kb_oA`uFl$QKIP zH*WlR`zK0McZ`F-N<_bOL|Io6z>pK9yG5XAxcG2VkNWp?6-}Y?EoKWmO?K*oN4gjI zoShP9klLnLv&d?0hi*|ZQ{xmO8tM}~;%$dn%C{5hNGlUXKOZud5E260+pZ(^e$`J9 z-+{;O1LC**z=8f$V25{!@l{%Yj-~$R>C>l+%F7v#sJB?d_ft>po|*rcm6w-~n=l~* z7Et@U^unPXSH$gu|3)i$$x=2H`5!Cq0D#n?B*HlH`t|i+`t4N;pEdmCW2fKWKff7- zAj1fWTwPGkztsw@KVY&II6uYGmWjTj7VW1Z3;j_4dD*X&fBrGaKR>BEDDo-3pjJz`~I=?Vob2VzrTtqV8ZFhVumgO1;_o7Hcm+@^qFiMmR$y*@9%N>kh8OM z8vpg|g`+C6H4Nj1{qskB_wx4EE|hBH(@##ezi6|4(c^)5NKRh+#jI&Z-wZ*?Cp9t{h7bz(GPZnMd zjgAo?;Wo{VcW1w zME2UVb9++H%KG{v{U>cq)cmRO&42%X8A7fzcu=DKS;@x6Mq}aCcAS>E1qCxv)MW?8 z{gJEsv(84X*Pi_V+%VAM`U$6|BrY4%vixMJM&p++dpU>ksBTx0m#!?yfAnZ@fXTvV zPw-Na;i+V^2tEVF{oC1$&P z`!H9Wcd%EA-qgYuyUKkzGo<=Tm7AYR@v~72Hd4+$Y!M^1w(cdI{^bVgDRastk~zY; zCIPIt`>y*3N|5Ruf!*!SlFp)5nMgsI5`zrG%^gm@xB~AsWy+M5D_17^tk(BC*@8|t z-&x@n6q1#CuejB#*RGWXWAX=YV-!Z$dL7DV(x>y!?~WhjY_^Z_Hn%p3{CZ!pj$6v& zFBcZe7EGT5re1s`7C~v}TT2R#e0{E9m>d%ypUI;u0u13q>L6Al(YiWs<#<@IA=9Ue z{g#E`Gm)wwEbrLBi5rwKi}$RruOB`|i&(i(>rhR6a$@3MQbAbPXKigx^^aQfbz!f9)_{g9=-CSfY z>y-^?RuAY*7S7qOOHIyh_3A?q8GV=VZ|0~*bKu~^Wx@MU`?Rq4azJ#ez$1$FSMV6ti#;aw#Bsg5JlY?05#u<3Rkcz zJ3Va8AI6*fByVy?XTO?KE<)4m-Llp4xT>CBl`Y}Ne6ku%?t z-Wm=+SqaOO10IndH0UU&@p=R%#ztc^9pFHZ;RUB~P;6+@-UVJJL0iap%sB^uRtqAs zS%o6-Y~E=ppYs}!kD=H>xORDkoimHK^{NiazEJJ>EzaA!6RSGoY8#!geRgF%ay5f98I=EW05GqigZuY`XM^ z54(_m=01FwL5?6eBXFHP1p?b7`}U9n`xsd>L|xryX~wf>XCo!|emr+7DlL_nZ`rBn z}&Kl)@Zz?7;D>!pSBx6Ix#>U$2`O@5cn55Cy;jHN)f?OrV)vZ6b zY~89Y=v_f664YfocTOi76tiLI#8zOTvV@5-P*Vrl0(7-^W!u^=T4c}GHvymgQo+pl|w0~x;LdW0Ak_K%cP`;x?HLSrn_6&lT@{4}| zT&wrNTsO_NxsGEurajI9;1%89vqwC8dMP{&L-kqirgP_NA{Cb#FuA9`pGRa=)M0{y z#`1g0l-4t-q9rjMQv3ySP|02@NFg+}G-)3+d{BRdeN;i5S?>^z#-!%;xJC zFAm~7o};~~Gm}|i#iS-Cop-Ko{3g8m3)jo^DpW1F z64d8RAI;(d9BmLl|t&wv+@yfD;>n$OGp zdYFe9m|DjdcIZ(Z6lL^#%ipZukv@x*3zkda{=4=ax0h^$HDrlldGJ)X6M`ixDKEbS zxujU!lF67GnfjmMlRB}c4FUA>|B)pP6e%+`roS`pCJnh)l6tNuKE@ZfzU2(uW6 z(O+Sj!dYg@L{g3OQ$Hv2Oad)-xaYF9FE2|qfs%ljF{6^J#d9S=9{?gbN(T3lz5>x^ z!=heO&GSCR$t4J(`g;Wh1zIa}<%j2L+!&^&=EY~3APgB6mTeSol$4KJ>Np(pAEb;* zpDt=SDv}psGk4G@Fq*WzqUWc1JDKKKAXiH2&NyD@)CK z3em%FEm>Bb!u=9{5$(@`eh@k136sc(xVSmM^EK&ZQYl!2)Q@Rwq6<9+`iHHIr^ERO zi;;vG7@Vt#i6Q7d=M$ppe0fjQJLjNR81D31od*uZQCX)Jbr2rHh(j< zj~G(L?_VlsP*D+Y#GJC|NKMV-UKgx>3F08{=~KbdL^isy(l8Y(K^OHbmAu{&7$~)x zFwg5xBWiX*WPtjIgpE)wW;S#ur#=e6ouj$s<)^(bPC5vOQi`v_j5A}Gm$%$aO8OFS zy+gNkVA-gGOA!$;IoF9|KT>TYR5dh?@Q+vY%-z;SUdgNt$Kjq7@^S}<9#VOiGGlR6vaIH-E6;205BQE~ADF3<(& zKq^BnkreC*PrJk2y$VL$)K?mT$VDn(Ax!ILK| z=|9@o3gfPIS(9y$e{uSK|LABH+4_r=?LaYh=&fw8uI$9D6Khk3#ShtV{F{C0u}eo( zWY-^te(%p2IX}j#@ATbMY2UG1yVi>ZqgniyoX#EsjXW@&ynh@N*e-6t_RhA^rEQ+w z+A=~?!4zyyvPuXI(48it@0!|LdytkyLbDP$O=ZfI#Y0xjUcP(~$xE5nC3hvD1y&q{ zpc&*Qzh1t1Gl(-$>g+rY+3tQy!c}PK1Zqm+nQsdU4IK<92c5m{@Htd(H3XqE$94Ro zpuR2O z2S*0QpKic|1BVWQnU8u;^!0d6U8Q&L-bx;QqP-1Wwr~;8$pe+cU;}_rTCg`55txDI1=mupU`%~Jr!nu}9Nx5@pzgHqcEl%^0*x1fA z741t%*bwZnPwCab>C^8IckEtvIB@?TM1;TF&r7SE+G)g8C zXvl&4%f@-W+pNpu4wS_})_gFrYZ4mC;K z3LVw_1nxr_u=d4`(W0cX{;5PY9d(93;pO+6)<1(_ktAhSLt(-)DE)mwk0&ZKXh|l+ zzaF9WuNz+_MJxj*m8CAUZC<2Br&~+>L0X}_&h?d>?Csg>lNO}TV;$@J^++KE>$rU# z3MEvlv%F5cg_IQLl}fl)r7oV(KMv&iBnKTJ5i2SxiYm6AGKtLIdC=?FxpO{r#ta!b zvJ;F4EQr_y*OQY&6B7ImcIi`Y>{oSHnGs>CDk>5n!9lhb8E-evBxBn;8iR3I{sn>1;SLlVHg=*g2SH{ZmL z^?F<_XI_`|<8GSeslTtHAIe3)=;znu%M+<&l0pVcS=+*i`u8|O_xIYzUG}bC_lXew zZ0FK>^SZ-Uh_6HOSUWeNm*vi#R7u%tf-w8i)MNy2m;{O5s?L^?VeGuxm@(NPQtb;1 zdG5SXJ^D7fllCB&^bC$`aP3e#$ObZy6h4Pfabc*=lKZ;{5K&>@(9!9O`bFnM&N_uM z+wEM=jjpO{CRg_J`SR+XM}Kr!4*+|b%C>l%BHb(!a&WsQ@Sb|8A`lj0W6$1ydJkoGjrpJ z3lvgTAp8N|8Uch^+*EzNk?bi_Fv_AzX})x+ST^<)|7@9~Gqd$`SxgUPZ44h=)3zh8nqd3JS}S&$A2EW;0JitXAUfKgLZ zOXD(DY})iDVoh^%a}G|kfgOS-cj(Z;^mFHEw>Mr>UerdnZj;Qnwe{jny#+YP%F614 zFGL(_X=zD&^=beoD+fsYmVwppN%aR2_5|@s-NYXfwKEDXu~R51>;t!iFTcNA@KCIX z!wA|nJ1(H43P>vgXKkC7^gOoj`@#3taAZ_gRe6&Ag+ZxOYE)639chtr`}Wmz9bR1E zRJZX+wvGZ?9Y}7zz|qi4>df$yyI_e#s>+6;dzXxv1--vep-qMNz@xV}hSwx2=6L=L zM44b{X4dWd_wRO&j(OqJbhfUYoue^$a2v5;K=YL~HMyOQskr<`rafP+C&XVml>QN3 zbQRwxGMduG?IiFelt#nJdBw3*_XM_ABq8EhLbaL>_d0XtOme7p62I*`k)lz<&ifF~ zUCT(eSa~}Xk*IN7>(}dTkU8pw+tgmto^UqVdb3_JmoJw`?|Rm=V`6moTL>`Xm!&H4 zt{54g&0$;l_N@$OmF>cX1{~9VtGZRYRW9ff^^8@~mbcAmFW7Z1yvb(_>X{+q$14i8 zOw7UL?VWUj?w{QAT=pD~Z|}LKDS?53lRs{u@SKj+oS<2dS^9pnE~k|XHS^UvZL~XB zvMRaU4nDR%Egbt>j|3l5Q6;WUbT{1)W#r(MLrdf7X)=SV$9C^NaH_tkshoJPlo=m9 zf35@{HdwS)D(mg)3u`_LUJRtnz+UI3T5EAsm6!K^{`|REy+}>Sth3}+7VD}n2=Cb^ z$^QOE9;=ru2d-qDvY19bd+uB#`s1E9QpwFNEL>wgh$RiBtncEYNhg7px;e@Y{m}Up zS1sM(0U;kxi(?NI3@GdN>M&zW1>H+BpHu&aUcYphmL^=cvJ1p1F6D5vB z`|)XxLO&o~6?5>i=p>X^P}oODl#mPvX%6X2XK!h`a+I_k4;SuUXeUTq#m8*fckS8) zQe9#|XIjNb>rw6KOrCr-sg`#Goh0ZK+xxqx3D7ciR|_iG-nJ>ugQ=JnsDEsm#!FDz zb>sQ*TOgU)#>NlCk=IydM1^Azfn+}cQjo&H)W&;-#R3X&d_TSGHi7)RQ~&<`P0x;R zFTz1gvh+Z1?(820y)2!?fd%atc>eqlEv=r=L{1B0l4~D7uA6bn%A3Zd=3mv`Ry_;d z0DYR25xAePx`)5re6U4B=TUC}9+`F(!c~dVn7LCa_EUsW)zcfuVwCK#Rj=NYGd*GK ziNL^Iy>A@u(5vD-To&R8%3hRF49A?AG3HEoL_|B9`UI51^B}|38TLS5D)d(y6oMs! zE~Zy@Vqe{C_44=ioCBAqj*3x%~^LHDJUnERqiOXp}85R_wwqkv`pmOiG# z)abEjYgget+aKqv~;!G8Z|hqC9)aGxrv^-FPAB4`Ni2HuSf zp=HOvXSkfRGI1Q$^-GyViY2Fe8v7n;w0IWuvQ@l$C*B0We@TjS8)88G(FHa(JdzAn zCRt>>dsI!)Ry1hDg}B?pe>imM(nSC)v|%99hZPle_0N;L&}%_yMj&ANMbcGomi==4 z6zi>8wVHlN)lyTkqOp2^zFSV+@kJt-4?$~Jq_vS#(yH0?^PuinRcenSO<@5G-4*cx zU5*MOG*RFZWFvJBVbJE~??2Pfu9l>AX1!y^`l?W!v$bide55ES;PRb;CT$kCi{UrmA<78X1MTe}gjqU0kVP8?@S&x1OyU z61ucHTg!mc$M-|n*v(LW+q$9xpb!V=c0*p?SD7Qlo{FldQx_uw5Ri4u7)lkcX=HYX zPMzv`-RVg;3QJ@_9f&KJLk%b%zp^{vb^Ex*k|l!E7BG~^R1woZXm}&3{MEJ38F<$N zdVGEJf=G)>@|bk`dmAYquAoz7Q70xPRmNNiy05JHH4!QAj2(+0Ux}l1&h9`N0Swk;^tDJ& z0ZcPM5>O5=S ze0Tl1?%}t~7h9IvJH3Ve7i9~I&CaYkNJye!tzUVyv*f~}hn7ydW81f`>Lu)n|Fz+< znv$lFo;TGL?+2346f{o5OI`YcWP}Wd^@vpAINT)KUa#Pte}B6nnLr-#P;bt>c|vRf zl-k;W)x}UjCQ))#b+@45{L)-LQ)q;|)|seJLDxjgUHEKOQqWg`$VgRHL4MC3e)4!+ z+$j3mEG;Y)S>Z=P;un7Aqep=_Q+RyJ-fZsNNbqy95Zr*xsM?JvDJ~vtARmoxhAEA| zmG5g*zY*0jO7ti1-`^AbIrHygWIn`cx=qsVb&->cICf0lZ~QBI#su*JTCSgvw4QWp z3d1Z51W1j*LipbNJ993tlHdPC=m< zmPvG%KouCVc(rJvQjP65y{hl+&F?#-V?RT9HkNP4NgKv*T2gfQ^g2}tJI=klQCnL( zGe`dLx9uTT>SBf~51P`I+1oq(CK8eLcjJlHuvFOP%PW|>x@u8~KwLjK?3~^bYilC_ zifuMVT+9FAqeqVew@?BwUcC4`x!GDYP=$Zry68M=cfk-p8J$7{kDsdCoayp+Anz8+ zU*z=r=sRULtUQ>$?cU)ZeI@fs#+5Z0?Hw`FBkW!-)eT8m%~uh~;29&8eO6Ra*=oUB zMbHIoT~T9Zy$UEOW>w!P9rOC;y>YIPIMB`PVj*~a@uELp)IvNJF$x-=j{UBrX)Mtu8hCj%e@%g>imnAX~MY=E+INO*XL`f^Uf zIdo?^R~HPR95*QKWaImq8ZR)%xY0VQ>6GsjU}R~m$)a(GEK)h_*NXG)wqr3LNMeUM%zJ!q1tA2U!vh|~gJAWQnjso4!w1;v%v+NZj^ z%d%LHsh{5leaOB)EctYyZqS)t4QW;4u|?eKXCOfqePHH`_=fn{d4ob@s5WH0e*O1s z;alh0a86s4quCmA}H?){ds=jFG`nB`_OKkF2GsvuZ zYuKi#Pl~G>2Gga_!~JJXQ>fmUvPpV6L4DdFtEs7}ser7ip$BGWQa@3lK6Ofe)~t?_ zFSy=Ra5M*^b>_@PLE4q)1*R=;9$^}|S43R821ON?aJ9n0VL!5^UG#h9FX%bI8j_1o z+@88&i2DzpYss1uCO9Rgs~r9|K5c+4%|hRTv}}gV_Gnz*|K6``NB{42Pr3`y^ZNA~ z2p_Y4ZenFYj&@`jNc4gHf>R;)oB_Xprmk&BzxLXYXS~c%aziR88WtrlUfg-zb3}#r z+gm?cDttE=_(FUV;yNmYspbS5?<3EMxSAzyJBkH#fb>hBbBm`p#I$m^t-Y$3ZuH@A_8B+lF@8#kxJW>4)h&oC%N~tb`(j)3T};cy4uk!EaVQ*fG}K9SJx%dV&SIN zK1Oa%U0#_)TIem)X;l}^6f0LAfE$tQH4Kfmk+9*E=yx_mUekX|(}0}HyESEJ7EOVw zQl?+>zF9&-YD|mPTyx%h{g(~y;0rgilzXy=zdaEeARP zl12rj=*#DL0~GaIDr5*3E12BLGWk2=Jk|~D)t*gdi$Yd-upvi?jFVF1m&V36X<)XX zJxcppI{Rc)I$tq?ZltJpT`1 CgVv4! literal 41158 zcmeFabzGL~wl)0Nipv%oFaRmR0+cjCx>HIKk#10s(512j0YySWKm_UT#sUGQyA7m4 zkdXey1#9oK&-wP*XP^4sKfafrYl-l1KX+W$oMVnL=H#KYr0@o+JyaA5WrN723$hf- z%0vofx$@f8_=@>=x;^-7rNucB`L+1Cz4qE4`1d-~ODYx=%BCyizh#kv5qcELeu~J2 zv+_3s2ik6_dF#wCj7*+(T6-WgGMs6MRhyZ`#X$DEr@Non=ey_Jj?|ow^0PFQyK%iTs{F@uB6~|puF4*}SYrCJmGk0pn^jw>kMb7?&IbMbX?f=Cdkfcu?ysMPw$eO!-$TFMWFSZRNh#%Sh#Iaa?#bK*3o@)Gm}bq9jC+W z&AF)x$NUWn%P3Act5~rf3TeLf^+gN0?dhGL87>&Ku(Pv^k$EXJIx&$yXmMHR`t`n; zg#7AlQhYK!eXL&j2hKm}i3oP6E^^!ZTpeeX`8!!ug*0-Fw91uDe7 zvL_%gF!sqI;b@hV>(RYc`OifKOL_5B|yDC|k&33vsLd>#ter|?( z#|}n8LBXt?oU)1vskhFX8t$xELq+2_(0Hsx;BrtR8&+aExwDd zTD>~jysI>OIDbYy!&sevVJceyS89xOVd znXh)jC8#U*j4a+H-F)@NB|m=a{WOfWN*{wG>3te-%4!-JGh|oMV&FoMDn6U_Z^o!6C)W z%&IYFtZC;6v)UY36Pq|lLXUl*%#Vz52$ zvg?i`vRAK$D#odX*T-FMDGKJhCHwmI>(Y-O<$c-JYxC{xXn3u~Ir4vnW?S_u_8730 z{;}my>dld>oF?sRxM{x5&dv^V<4Q)2iDyMbL~Or35jNB=nC@fUuw=n%qbs5861K<`K2bMCI{M z0o+oDgx$UH2J^Gsf-yKnTy3zxbkCtU<)m{RjthDEbeCqumM)~}Z{ zHjdwML^Z6kQu?yyxpQ}e9H#X)?Bx>Au^vpmFZ;E~P44>jS4HkLG29)uYq$iCAD2CQ z_UwC}1p2OT-)@Y2d9UA=oyKL<{B5)CbAG$}iH-=V;QG$jzgu;cQZpPr93vMYX|3%+ z%dbEAv(%fFCO+!@RhgSNGqJoPeKl-*AEXVnWJpyAF68#r#YA9vN!G{1&`p(=SI8*6Em~O?%lhiJ=$&k*_;0Uy?c>T!2+sDSMQex3l5vcj`N?g?5W(a zbmEFg6;8(oXQzJpAJcv?|1)^u29_pPXj)4|Z-b`ek$S!e$>*Ne=w@3#V0AL6Z@5NP zlV+e49u{_EW@50fHtH$4gxp*{thCKdT9WF+-Zk>#(s=q(CNjw%1 zg0+INu`w2wi@Q7fgwRmEf;dA{7~kQ;!k+sScd4kfq@<(_7VRAOD)JP_Gb{0Au@s&!P$XJ5+=YH7@1^m(Y^C~-*4;AH|*X5g9tFTi0yd_n4l4>f6(e_8s<<>JPt< z{`@JIW!`1^?ZcC+blQ32M^2y4s&p{Ou~H)u0ylN;*H;fLE~{N8ZLIy*Nm~1T%_c=z zS&LE=cI5)nbJ4vGkd4hM$`{G>JcN(Mao5)k%c;d`*uNvKuU>n}t zU+=0u+*=bdULz%VI<@=zcNT7LB`h-*rT9R4yX*U^7jNU%tjc|ZJm?nVI#~ z#{~r0_A!qSwkY8i)VJr^rQMz~zh!5~druazv(BH>;G|JA{-lZ^J0U+l6IhtF;Gh5X zRW<*1*4sFr`=_x8m#-bl;GBtjB`xcH-khYooIRjl5y=f=YP+%%v`ZGq#$ zRm~c}5d-9Amp}fHK6A#&cC6>cgAIH85D1VrYp2Ki2?8)^h*!5R9&Abx#=9sKILx_N z(NZYVT#3uqzn6U}v;hz<#&KcZ@EH{)GcH;&E}DdW0Et@coiTu;emqOnG<|Q|$szTg z4&IAtb4hJAHF5^^u~kScX%^j*2<>9L)&rII)@>WZBk;)-g9Tt1?K)yS`T`&(?}SOAo>MOsw~@cDvzTUrmQ9T%W7j9fd}_Ln7oy zeU4l{dF{hy@*Hf3^Cn3+?8Uk7IeFtT$>gSwIQP5$@ki!oPLkrCOJqHTdpmm28 zxwD2=Yt;@)=c@tSY}}L@iwgdTEQ@ZQoWOwU1WiF81JPm+x{NrjY`J;h(LStMd2D;! zXlvmLqm`(EkiM$zC)*+hTQYca_5nMuNm`B#-g*pa=BcIC`H`HuFp;O0BVR7&O}5*G zTf4s$_TWh+i`@UT#jD%)_I236vb-5jj$BR`7hIT4VU!9Q7(gjlNF(H=u==^6qXq(H zU)4)zY*)4=Xn(Hwdv~`1fL-e z&XuH>#Kfa{Kg)TuO+TND3VdnRUyoJis&RYdVjh;K?U#p#x9{2&iG+yTP?kP5o%il) z(v8t?C4H?~Dbr)UUkA+pdP+Q2qE8P?k*!u2dU3tT{bA~Z>TPA(c-0;*!)Mpa1DS!( z#{25T_Hr3!K4n-zDa}OQ(VG}(B52j?*|W&&pZrhfgk3&v($4q%l-W5z=J4YSKPvRiLjpPuv6+%bfw}n@>Hb+=PaWFYkI^PpH|n@q@j?}^+kOW=)|8`8glpUavfdW z7%ceaWF1$a+n2~DOl)i)jaz~9L#zjzdj~T*>RA(V5BB!C#0t*!N@35azBo`1FcJdP zWbo$RI-754q~4@Z5|_vPM&csUCu47)`AjIAdbWIgeEgo%=3#N4+S=4B_qS=FZ2*CptpCc%1#}xi@71-1^${a-!v< zz6_X4Q>{%Lx`J>ohucik9B0%ZuuKp66)^s4(sv0_(dx<<=S{@i7JqzuL+C|UvO#ox z@5r8Uvf7k$b0oC2t&OI+%$LKYzhF1kg16r1_wSKOLfyEpIN9o5*Vtn0h1u<%z9 z#q`i^DN5#+{KH{wIW`78l`qmegk>f+Yqh<_DS8D54_5~H`s(5^^^{l~f$F#4a;KJ; zQRwJ`?dJDTG6nJvQ(D({Y@-<88-BP@F+IanO3P(d;H;3K(Kf_&Hb%SHUBpwrHqtCY zY>5XjC8ubB3Tk4oB?9ZADa{12+p`u+P1kFQG|+OU^wV-_6;cSgqPzX$PTUay^Pk-n zN&wx4Qu_gF@nOn1QONT0dPPtiN{E&tcTu2*BdIWmpq}ys#JhXt3W zDJ?Izwq|D1VRU_e)y#TJ<{Z*e3~C%PPb^vblB-D{t{v~iBN?5X^tH5lU-xU|Yub&f zgMbaaFPv$szm+_#i@Tf=ATS9qR2QwlYSff`-)-e08xro`alTAIQOjG#c_R%={V5w8 z8zfMPnpYC6T`r5)Nip8IY)7Cz^32A74=bEf6e6Y1B1c+U?Avi?y?e!uELWIX4jkvrAuqy5r|myxaRM^mR+^ie zTlQ8n==#dgb8~Y8%~dt&crhdYDO|erM`&p1c53Rb0dp4}vb0a?d3rv5ifFl0*B8YL zLOCv5RN~sTu-mt98%o`0iV6(eXTN#!PV&!3GpFQ(M+NqrzWwcpv-0(yZadE-XDdGE zwaE|vx$CTu&;wE|eSYg~Fh4tW(fx#x+(S$D8KK z8)aI2`TCWbjxJ%q@aug0A1%LA)`v54aVg%pbBEi07UA3Lx$hAVA==T{&Rcs~bNJZ< zb3z8}n=*{J=7NPl~K`>y_eJLed(gq-Zw1Z1wT@xxOsDJ~Yy&(8=GGb9uQo`CRkLN&jm}fgK>&>D-ATQ^Q$}`$Uk7OhzC0}$Ch=iku1FMt*N#GFr zxC)fUSGmg#xnl6Z?w23C`fe@wrOVH^9hQ{Gf#^j5&yELtN*Bc6p7HH0dRzg(1A|99 z{yhq1Uy)?sDVggjDnRAWec08bLqhhq*>u>Cj*lzcxDn}2%ddLllj9iBGAk$(&+W9d z#!5fa63Ps@c-1WW(@x(S4a4&rD_pVZLs^*^4Uc6dzy^c5eZ~AlMgc*qU1h#XKwUVr z>NS3B+rH+s7%U!g?~svt5rw4zeUda5*Lka(@|{(!I%FpUe<-h5v#}PSVjL$_0-)qM z_QjQh6vimj(pxxKd3aQ-s;bDD1`F8BgL4ayi0CJI2jwpTQB>3{jYTHFItZdlii$o+ z7op2mtnL9gZ_cua2z~i-e7ZlOrOq-hFF1a%A18*raZWpg zIC4b7Ltr`*n7l5-M3d8?UOdNUxE?#0o?~4%+2NSL zAm+ma_}!9WqJ&~6-X@EhmNs70n}zws;M`w^s|ozqt^;N$3JvT3p^X3n& z=cg@%Tz7IPP7bxDU3t5jf3nqL8W&cJccUpm-iw? zga}BMJF7SDi$v(RpJ>u0i`JDxQJZ)iU1OzOnto$t7dN7(@J)4Pv;r)&NGAqa?k0`1z}->>M)Uwj_tPn zN1T%Y{NrhDdk*A{*I)MMw@aU&ZYYQb5+cVLEcz69TF!Iqvol@ueWmI;)9*+%$-LJ= z#`4_$l}MN|-g`=(^2mmlZQU*o9R7bsU-@uOxWoLh19fj;n$U=bceeN`z z`d;cc8AKeX$~5WK)$0_RhjNAmz=AZUZJ^~-W@l&Tu^9@y{_)wB460cCV6=KpI^f!% zyB{c;*4EaOKzlhqL_G;pG&McVlRHT+Oj;3T&C#{sk%2~b+U4fty6@TK_I(XBHT2kA#}AlF3e>E8-X1{ z(GVOQte$E8`OPXk(irfC>E7m!^6_e?ksxQ%>o<~f7h24MyLU6w(b2VNOPI}Y8a7IU zV^Gr9k4D}3%D652^rO?DR@lMh_Ppv*1Xq!jl?4pvnVgaWQcC90o9wFF*cc#6(k~kn z_yBO64~XfnOUU?62w@GL;7kXkXm^BPhI#L#wQMvELa-)>(|Zq z#l<_Pb10=dma}>J1G<52=E-?<+z1yUDj}f&M3JUlyfJU;dw}g=TEjq*@_A3xUpoyX z4LU6d=h0wh)My^pGVc4wIOjg>xypGwz9u(TgV+StqerC!xJ|6hN%7=lro2Cp$6y~(8?<+JYKc^X zoKue-L6WKFD46|H=`b~_1A4dZio)Y@=35LZbJsSUd;0V#xgWlYTDB)RJ0vwUG^p0D zt#qg19r|G8LGHWO$(725>P%p-Uc7ig*oiOiT@}*w6^^JRUm#eW?`ERNHS@34l#a4ns8&9=I(p@#eCKYSz0JioI0`D+V+$jy!;llk5cEhts%K8C(b3L?FZG{(jb|Yn&a%3Av*# zSe)CpY`KyXKB}ssq5_g9U>gg0T29r)*u`g+*>)g&?VR$;cbJ?ZiPO)fX(xnWP!DDBiktt2xguqdr#UCB&YlzUi5ch4`>AdXgtd z7zZc`10ZGrRY*h2H3LE|~A`4imL5Cm@7+OhyQ>6Qm38F>ln*D^UD=51$poZWZN z+1a4X=ZHVD7Gcze+HweK&to@16o|0#{sxlpExvzb_O>O@ztC@OqSnow+WZ_ zS^0^-I>@cc?I#|sln_MXA>lV3K782Ml950{VzZmw$orjXw&VIlQUT*x35uIRguoks zYNF487iK~l1n&qgaFGRg{rj4hPc;OKLwq1a5*BV8ZcQn;%nf@^RsypR7CpFk?*?QW zf=zdDXs|({AvYq}aXt&^OuDD&3&~m<4pTbzKRiKhVi1E zoE=~;NSU0sFh4^$AH)?PKUT;=Zo5wi;c*=qF<4xAId@8AYt1)xGOBP_v|tTeP10vq zW&RChKDllQGGFs+tstp^gtWT5gIUQ&GOUcAF)LxRw zzcx`?|Ejij6W>yCp&z@RF*YFc<-nI6=a!E3UyzTN^hf+SgB2+FuCA`rIlt|Chg za=QU7F#GmYa!MJKr>mgVU`LP>Q|a>5Aei>28w2(l1g76m~F6Jl9BtwtZOrx2tE zyrSzX%l2;z8?59bfU0te4nBPI-wsI8N$L7p6!X6-4phJUS?$-z-4wAi%!dl^Ug_%Y z?sqm4>^XPGtl$s6vRf>XI+aH2lSml>Qc0?$q-46wH%2-<>@QvbO)p>H2yEs^EFas^ zlEa*qJ<{H+N<%*7SC0D)eK^J~TYYp;af^nRd-X3vuk@Ux>&V2XZ~_XkvZ%odDUu4O zx|Xh7S|4O)7gi$l2~;UQzkVT6_n&*cDr+jcBrkVF@pM;rSN|Ko^{96mk(;*D&>R8Z zj_SR?N|;XJJ{7g)>@PEv7?KqNGqHpsOifK~F&8*wD)jiwO;VtE(eO45)W&~PFa1<* zMapPWbS5Pw5h|hUR%=;KOs?=$i*(hXjfk&t8Q%hS^hvWX7qFH3!5Jw9a2f3@qGw=$ zeDOU!a9HDdl5(Ir;S!u$==al~S$1F<&tvN|>%MLcRNpB2q^W5YWilI&N&>Y8$eJ1e z^z|DO=%b+05HNY(4jLYSOsoqvE2(veqV-Dhc{JF9s|}_@t*7%wOIaZmzXJO~ie`ym z0d*)N%p?5|U0vls`jJF*>*mc5s5kg+$E44_sVfji93^rpxCNbS*FG3>wag>pwR~4W zh$QzSX~P5?}(E4~1Xh^XJb{jh@gWg|s}k zK-BjPd${dz^W5zt2G1MnCyOm0XXWTuhdsm@%0mqyCyWbHdl;`SDd~>r9D)DJ-o8DL z1)&IKF%@w!#|+8Pr^%4eWU@VcSnC9&fHL^}gSM!+m{fS9BO_0ss1jVm-G1|BWrZv3 z1AtdnU*4_bpBYF&;Cvbr69ZxL2KUfMzY~NpLp+X$+S4!PIQ*>?4N4ZX)R)OXtkIOX-9{K($fFRw{iV6e1&tnx$2=W)_ol9|pS(V~z zK`g&Q!h_Pe@H8Nx#j5*bMMc9Q557>~Hc|l)3Ntx5nQ(J)0I(Ml-m6L>(T)L8$6S5y z!ecuYSzTS7YS}A`bH9XeuYi&R0gOQekRo~T7o_0EdArt3GqBh)fIqXdv$(pK2n+^e zJyoF9S&u*7#c!KhpP-oltQ`Y+gS@i8J`Q-Wf!5*I75>>DZ_`JR%b6$oS^Fm5e)w>S zq+XIrXjoKc1q>RFo zppVila3JmmLS<~*b_fh@P8O;dZ=74fY!}DzfQ5wxsV)Ce@kaBVBxUd!5h!SHz<&UM zo{iLFGzXkRibljmFbDe)uvk$?;dpofG?A15j(@5`mIAd!$IL>~h z1OC6}(LOg>un>n0pbzGiMYDZAz2by!`6W;NhWI!jUeJb`ATPEtiZfZpV{b(R{#zSC zBEW`K%`|-hwVnYF==8n}qZTfLDj=Sv8zkVF94Tb!3*=_ynl$Vu^sBVwKD zxc$?O)^XM>C+o|XFZ3dShZ$){loQVo81Ym}APNO;ExUZm1JOULOdak9d?^eX0k%N} zJ5#bKgu|2y0q9IK9qCRcSh}`9Uavu!Y0|Vx8TkgZhaw(Qnt7Kfw6>PIec%#s5AqOt z(kD>zoVvY{UJt~&|8X6cBfHW_-2wIfK;GMIT{=kg8@l}j9rGb=5MeK80;~Phz1`eb zkNbW5{$24#C6M^#&@8I;N5H+ty&_NdJ}vk4kGq_IM5nsZ@;C3$5K-!X^zh-6Cd2eR zsRlV|=@9JusB`zJY=P1Sr=c5#pe~FG2`MzL^WzLmexRTT5l9KT4`f2>&6~9hg8!wW zb*8?8$CC{qXS_Een5Xvp&`>-Svz*FFc~4RwlRIJ^Qv;?g8Y$7BB8VRf%!1%WOGs0m zVF1~c?77MLLC&yg=dyhP* zQ32^AY8>|yPtSWEUzd30Jfb!;fIIZKlpKbBRpPh6u3&R?TsZgpT@Vmnk*}c6-2nL4 zuaEVEHW`L5Mxr)DT=?d}C4fQ|GHogzDGlGvO7^u+!k}iSReq(q?5)sDl_N=l9gwxv zuOCnz7y* zh!^~1yOX*A1z8u2X&QO9y$BsLkP%!trL3*fi4p~vL8>lz?WA#md!&by#7fj>r96acV{oFcWW2xH^4il8_)^d&Ln!HKD01f1R(}>^(PA89>B9Sa>!aijinsbX?=_K?BM zxT2uS3}I<+EC5c6$v*{TKrNMq=S_q>)NpdptH-*0HKT<+Xx}>={~}Chf6b0Z8{wBI zG2jSDRIr|*p?($VR_`j8Lr)U-MtjHK+~<3Q8is{fD`V#_st<>@m!S+Q0aQ|?MtLp) zwOX3s1{hbIr&g?30eh79!3DLwTq>4kj(a24aD=J1*Eu z1o4ruoM?1op?E61W%3sB*J|xssqFL=_Q|qOpCoYNtYbUk4b=BiK%SIdP1-&kRtUHRCQk5#v5-e{rK|+6=vkuR*Ojj%5%Dt5JjfCi*DcrO_Wh z$o4Rzu1bUIK}hTbKpP3TqHaKnft^kBML>p_r?0OsXvtKtJ1zQbx@$LXtZz!uMP7-& z>XzZKG3fTFh;u%I3aAfnV7GLWj`$9TnNKek6a^~C@(*;StT# z2+`YlhM;c}aA+tfeBr_+Pg1FZGHO{=JV7Q56GP;8KV9RS^FMx=s%M#BL&uXkGf;m`Zxlcl1p~zTwB%aLdXenxsF{+dhrNA$yGNq$STVf`jhI@8g3olD{x-*HUrOej`jBk#INh>>KXu)6a2tY<*|{^ZTd!#*Lk-8j@uqJqZ z>@YEFLHwQu^-pXWzhgVW zyMe?|0)ax#t{?_eU;v=p8f2dsM6*bfj(lPiGMatqArMW_Ep{X!hyc-uZjU>1`O1|m zE)O5dKtm(a8V)nqQJ|@5KkiM8Z|_}q`u^I(tyg`)!NCC*oFs6#--d@dK-B^#p!#BE zV!A}AY``vKw~{y?;I(5P>vcg)eTp9j%C>@92**Wfdh>uPU=>mP zkw;%b=ZOJqB+!Y_ji5dB@G~&kRDy?hag-5bqNl$=f_0|Z*IHys#CI{=Y#CTLH_{2j z;%uVuT~hwhNBv_f(tU@GM3KJ3nQAsC$bMtxy?@$O3Y7VTJVe1&LuDM-!FAZo-gL zzxERByHL_vtX9Orh}Q4QkzYxCV#tpQQL-1GJb6MWG*seBvHeO>vJ5zBVzsH=sd@Va zUSEd14+~KZ4BpYmC#jWRQQ8vi-X1p`0BB>zCJh6SA;dCFu8`PvaCK1QybB5nU?~0i zV=9~aVjkT;V*GS7rg9@9A_z4~E{eD~$->0aA_fs#?6~!F`+iMN>jRe%IGcL)Jryx8 zAq!W5o=-p&-L}}kV8i@0JW)g2#jN=i7N#brmgtOM z+-kdvsMvP-Kr*?jx|%wxH+>6y|C=>P3a1d#>fcZ|?X~;vohRRO3LQ{Ok<0P4Vdmy- zXbKPU+5)!jT~Sf8ZM}}7_10!9j-ti4QrXlWb>$^bkRpBGL@9+&#(7C|jMGmD z;CiUcBcb>aqi{LZ!%Zv`u;Ba z?#N$B)BoRg%(!#`MU&_WydTae;eP{VMmhUBa?2>KhX|cJw9#>{UlXkm8;C~=ASRB~ zFThqYQ2)x=VKc>tmsxD#n+;tsxFX^~j%U%#&xI@PC89Lzv13(D;fssI$&RvYhcWSG zA_NmBx}g!WV?+6K-sj3ohO11a&05}PyDNf;oJ>5Lh)i%9u(GqqS0itGYsaa1tWgIM zS0oXd0oP06Dge<`jei-1ph!d(Xg1EMJn%GO&`7lmB*y}Z2$G9Us>b3EnwpqfSuZmU0+fuh9q-#X zSf6fSvO5-@a$usEt)J+2@9y1fj=F{A042ve<1>UcVJrg<5|BQaCii<#Rp@Bg6v z4j;(u>}}@>So$t6mWLFllr1p2AtxH!1ccN92-2(D`yW`k%*Ah!Z2f0YvK|Bz?MaV> z{${t%;!2}59w^LqCLqt3L$iJj-EA!c82=hjq!Py_7Sib?o~2{OG``DwL==4JH%1w2 z(MshDla3cX9<(S@H}s-vU`QhTJx7}j^0ShfS|H49oR0Iem*ZbgZ$B5rw|MuNHq;;9 zI=cN$a>cbIWwvtm%Kp7HUS#A89)S5TPpk5!)c z=ew0mXtbK{_G~L+stiXt@MHTqa+(?Hq?4uSk++Gk=Aur}RY-}II`D0>GTD_{S*I2( zs|#m2Jdy<7rs~y*W*uC*x`4ODicdcNepetrGSyA0#oHQka%B4(yERLZlTFHT@u$4} zogPzG-CNlhbncI2*UM{{Ztg$b99Sf`R_0%e7(B$Oiww3q#p09XplEw|>wucB?_F7; zC0AQaVc{9rAIVFYUM{7!4N>J! zI~$X>b$nBldP$B~!1MkA*`@pq$V#W{r*igr9b9bT z!T0_PIr#5&V_IMbGUfa$#pnOr&H5*sKfm`4ESI*v_;=OD>)rm(o4s?zvYN608p0p_ zi*>J@o#>(zX(22uCg?Xs2{e2LJP*>TcLoSU{8o9J@dj1S_#In(PZYfGr{!@*&^K^DLw6qGh5*=rQ z4jkYW-@0dF<-L14()+1Ksdil2!n|GP%#|~h^(>0vMH|k#glv!bV-H(hK1;%b@H1-C zE|=?^;+QTqu{>nEvTpNhC;EFUlLZR|e|>tgUE0tuPC@do-M1FK zHNr3d0xn<5EW&DtrBzIS_62v|*#2igF+EB3XPfbhT)GWJH&keSOSYfaD2hMt-58^ zMeyi8$AlmYG^gl#kWvhm3O$sx*+bd=#F&7(s%c2`bAcy1%RGt?1y>vnuF$nvie5BN zz5T)m6q;Dr+0uEbmOom~>V(iuINly2VpKRxoIsbPWA_}otMuMp)vJR2FV58Qd zJY5RGvo}qt-%zGaUQw+3YI~P6E`9aa$kmlTpQ2-8h+qS*Ck7?8nj0(vAwic%-)}wA zlzqW7b)-}1qO(wpk>%xnYt5a(w|A!GGf_euUKB=OB!xQRiovakcs@EtY=n!xZQO43 zE5AaarK>BByW9A|W+Y>kLbsq*ec{B4@!G-&L&;SXr@Uw9lwFC*Y`mxH?etVyg9hoq zgsK`&M49MlQPO*I?7*Lo=jig79YkgVKAfH+4p0y(Cv{4tiHu-M)PK^@Uk9@&Cxi@Q-f+r7L@OWqwRjwg`xz{B?pD*^ zg&ysCQ2=^}6#H=2vSIB8kLSa&Sxdw?kaYe22Juf?K6Rd2`oV|GSvv_o15H`6LBlQ% z>MpU!626)UaP-X3X+aIuhWl!eL?2MIbj7DOtx`Nfv}%+CbvZUBIWLzEH+$o#)KVey z&j+r*iG#7KK5&A;iAVZ;5oU?waT{GC3$BQD- zW>#8KBBP@N`U~9i^tY!{=+;~Zg`?v;EG6Wl{OlbCS5#*79>p(FRg?}|lWM4FkoaNY zr|%BW4jo7j)LmloJJ%ZCPa1RO;WDB~Xvc_73r{!r~9 zERM+RY*nbm-MMpM++lBsdViri0kRw+orwJ{ON~9}>*C9uZ0}*qS`D|WV~I|vn8d`! z)_Jdnr&-q&=jy>Ovv0T_SR)F;@1XLzD=T_E0sm`=VpK z&@qV$ttF5!5lA&E*m6~fmlni50g&$pE{tA;7$4&Er}arU;rgBI^5{8s{PEMr%j*Vd zenP()^s{f)Io?4*4)rrW-rl{~8uDnAhgChE2t-(bvk49yOV@EGv@lwSP=D~lFD@=L zH8yB_@V|m*M~_seQ@0nYENBI8D???jg?NY_5pEHlZXN}6lBWdS`o5dAt`JiVS%c6J z3{W-K+rx-P{FfImUhH+}9s1>Qd?_faF_9eS0c2;@X4Rmc*lmD9l(_3MGf$Bge0Wt( z_0N&sNC19uct^9VJlE&vE5g|z%SgqxS6*J8Oc6j1 z(^cQhfBN*)8h%YYVl>kn7U{?;oF2g_*(RCLdHG)ymU z=KZWE#F}D~4GdY4gqb(!ugBK5g06yX~37bq$7W3U9YuicUC>pmq80D$WtS`IWX5D;%bCIjVOrZT+k zL(FFPeWzu~Iw5Uz(6^*KS1TvQj4tQuC>b>(qwF=wJ>XjwPTZA{ z_C3Q$!#M<6V#`2nU5m*8acWtz_S0iooqm~1mFWJ*vr6>eSngTT;gJFw${89Oo(Zyp zfZuIZfMxtCi2pM5iH(;Q;VQ*xy<5!Y`cS*!JSAdnaHkVAw%NXT3!UgT2qFB8j+$eO zkY)>VeaK@Kw$yL%@`eYNOLw}Q+$l^)S=QgNFcu;B{HMcTf_n!d#YK>%>AdISzOXFP zg-&Pi$@m(a8WEP-w&+tUky#Fy7qnIBK&;?jHYmltXl*QoBttcJUn2iOfa=%P{eR}pliTd-dW9HvyO6e%PMPNTopYOF`*{rmU5 z-bxxtynlvDkBtUetCUIG25B{*S*)tC#ay>2uYHD2{abvrQ?~{1=g;`v_bm1!n@&Qh zqS=+CHkr*@+wn5A6=T*#%hJzE3*VB<1sL^C5fI)jcYMJ8cgoeJM?#?h+Q;l@z4_J6 zJg2RDT^HTo*Z`CpDlX)q9@&60= z^*>uO{bh0f{k!+q3T($U8%nKuR8-XHO+I8a{IM=xTv)ZoRQyy*HN4}#yt$h5a(^LH z;^w3OQAP4@iHM?5{#(V~KY8Z=xON1Da>^!_Em{v@fnX_t;EJI|ROrORxReqU)RYZv zwy)f^YR7U$D4W2f*2Rk}qgJMUdqOU=MptZwOp(`bIbZiXJ^M>h{vVX7|08GqKU_rr z-y5;`RR3F>`fs_8&vqy~`jrZ%yXcQV4 z2jvFa+$#ix4KzIR3=9m`!b=f&oU&?1z7j@nK)!v2ZVD04KRY;ydy(t#pD$XrYKKE2 zMEpLuc=S8+^V(zBISg1dz0H}kA=+l~N}d==7DPkhO`!S;&8VuLm z+K_HN!_dbQh2|HcI4fKwgA$-O#Emq<-$C#+-v3m05BuU>a5|&4Qjw+-h5_U}LPd1v zcKkgwJ3Ww60f=N%UM%_S=viV+MM>0ZJfE_ZLDQTWLus4-4oscSgeF6LWW>yiQ8Tf< z_amfu7t=Up?ekpy$m51M?qH(BW0>ewyqmv%dQoI>nm+XZ#;W{VckFltyYq>3UmqXxqe~GuKcr%@ zaF6UjoI*C{O#d@j1#Er6mAG1wzdHBU&lJgRe3*R{CZ}{_>6A_PP{rDY!G}TGzyN?W zv}eFJ(ThNUNIA5`%@x`J$_NX&?~96#X36{UW_^8na`JKF3Pne@FX}8k?LQTf6zvVM zJXbL)g@uhR_0`&V4DKQmHR$Ki%S$GrVGfg&I)?2KgDI@%L{LGao&hQ{QoVEBWL!8n z#MZi)tbr5n4zYdFn8YgFLTuFVyfKJ?;``4c!#`2g=1cRd+Em`<4ZSRkJ_K&TLSu40 ze2?hFf!kq#a(HRcXC75v@sDz9(&`<{AH*y{g5?i^9qE9CcEvAcg0=MV=ae0f-d`%% z{|j_L>i(P+Aw%f?`#+6b{x|bK*OcW#gle``)Dq?@)&@*0+yQ!x<;amVUZFTUgUQRP zNp|8v|@m~xJ`OlQ%@TnP4Y)E7S4a?$yMK~dOlFG5{0)m;wEf&laX2XXXgzKV1mjPe+2ZcE5?8$LldPl@lbP5!#I*J(728U2 zw3T^2Rf*h1Ua)!BKR_DVD|eVKJ2G|kp^u^ZK@k?VBenIjaeYHcVTxYgZNOxK9I_Q3v^0M$;p*UQfVBMe46C(Ee$uthk z0P*yiR0vYL$R1GB$N{wkP2o$ROWOJ7zpW`kafpu+!7s8J9I24xqLA!4 z=>GZCVJfLeErUCt0tej}1HrE?y$AlUNtH`{*n@L;r zL7Um;GvZ5yCdKLh3t{Ge3-K<+$LZp`jyGytB>GwlQjqEXL50d%tQj@I-~7*&sQ*h( z@*fu@{}HU;d;(hlA3aC;P`3l;zae{5n1o=zN9^Y(9dmVofLqg z>Z;k7JR=F)c=lN}4xLKBDriPEvo6rx{({87;YQ(3@qxqoR|Q7~r@Fzz8cE(gW42rS zQQHCO3^t8iWkS6ESy+#MB;$-Q=QKxqKZPmL^fl4zFq$!+816xr{pBHMLaiY))WG7U z0qb40*|!picyUpKM!49zgw6hGC6R0+ij}67RT_jX1`)u-$7Nl~r?*fJN5;oP!ULQz z=I)4EHm;zf!%)12GOs=VbzN_5*6KcX-;o7D@cPp0XTzzTrr$c=Eh%B3bP8U)v#N6q zuYHD$y84lf7W?w2RhX*P2e_&PxeAyJ_;@U!V^#>`S<|R@o;d=d9^zHCjYlRMJ9|Bt z(^O1|0Xf(UQ9=gR6a8b%PG|5E&tpQy88f-UitHeA!BW@4Fb8;)Lpi+ihxUm2%(eyJ zE2tC5NDI=s50*{+R+o2QM?nEpJ|j`LGhkbshAq>dY>ikLSYS*G3%dYKi*WKInTLaK z%aTqj@Z4nH2#hksYf1VX!2%D?9i-^rFYA((uJm)>88IvdDmJ2+&QT3qw0?7H6b86N zhlU=U8?q_Tw%qaKkoF@P+)gV#)A%il=-^OIzV;A9ffLZ3*S|gyPmfS?Fp*1Rs8j49 z#Wa5Ip`&0Dnia`R7y>cL^qP#8IO27Nx`Af6=&sbr4Oq`KV;zB%`I*fNDf|^6*VAl< zH6TNfVLzmq0&H_Q#JGM~^6SxH#Rgt5quo}Fkn9|eQ(|Na1euit!pvdxX|Sm&)$AXE z!;#UTNXxp+^?IwrZBc^gJgS00HMT!Kr<^6D<5o9K8%D?NId=6P8oxs@f`JCKJ@iT+ z%L)696uYU0WXmiyPD!S@;=S`mcxD)<>#;btlZ{OrJ&&nE^5h4|#8zNgGX6xl;01gxcV-(hR(I5)ZnjfFvLb~A~1fy+VR0L5^KsJM@ z>p_cA#!!H_cR1V+7~1A23yRUIgu%B*S8!%`hu89rT91fi1+mp&-{H(Q(){@R*q%2y zcw(Y7oPiC5BFB`iHZ%zk#UA2IZ1CKGF5xj5MBopv!7Q7X(3td4Skxz-!Ld*n5FIIn zHh^O4PQHV3vOXz)p|#Vp=$VCs&)oftg_{_H2<1V+JWCCt#p9MiML65YfIS$Rl_3<6 zuV6w9x@=BjdJasB3ux96OM$;??mKru)#C%_zm40H;gC>tQtCBmid5*Og?~vgK_0Ne z+ga>To)_GwySJ;;JPXs+5?YLNB;fHQEbr<~v}D2>GY3ZnPvgF$T22tN$DmQkk#RMI zFo#`QhD1ViphOAIe%|C6hQ24Fcw=Ud2WbZ3|M~F*X}`l}-TonCd0_!&&Pb7lFNif_ z)7Ayj>gq;rv7@{#XLYY!c|j%_lP&>FQpkqnOw|1T2@uFQ&9h{fT9Dn)X;SKwo0~J7 z9|I18^cbSH_9ia4bL8=ofr`YrN$k{^XtaDhX2mJjVV*3$yx57BeES?oieXrPZDz$Z zWGanSK=Icq@EK#!!Z2KCs0uc+#j%ejjxzxehfcx)M|u=I$wU~i0iuq--qMkl*h`*d zd^Ku#%*jwabd+++bwT+G77Woci9u1MV@PcFP)wNI%##{n#pmU_UXr2CXkaB%Jc&mX zJ&S}psP|XEgeG5lGEs*NI@Y-Pc@+`Ff*q!#$aufWHXAWdFwE3jw}zrYq91+Pl`!^& zK&XgDG%OrmZKy-3U571Rv`c&bSFxZ!j0b*bf!n412sQ8Vy1Kgh0yJ*cv8g1#i&ai~ zvya#M<1X#k7BNxLj~lpKwJ@^%6ZY&Um;^t8lW{BSI!>hJaa9cGImzx@Ha65Y^JpJr z*JHFE#a`atNRlepguR#;r3Xb1>%(o`rcK5`>zE0Rmg;xd6n-Qgu3WPw0D9lk$B(tpc5VnSx4!j2;})k5 z+Q@?P2^B$KNd3={br5j(;Xu+SFw!Xnq>!Av{55#>wc|6tP}QKp>8o{)1fHOTgG2s! zBbvc>`63&k%bVncdB$zvY%EqDg*X%|iqfxwv17-&kphK_fw=dK~f zFAA6UtzDq=fuCi!N3k{y+w?->KyzBzEL0xO0|yQ;^6)gD)UW+8Hr&x+*q+;D>yFj5 z2L~gbAvqbDD@FydD?Gyck&iw8;_4N`$N^p{EyxAzWN|{7HJ~DLM__2j_vF+~Rxp?maskbn^|*jWN1M8_{`1 zPf!00!A|?pF*MC`;|^WNgp}`?GJ6tPHs;|Ue;mc>p9CI^cFR~9nE~!fkF+|f2G@M~ zauv2wIg7F*8P9TtvdhK>nre_ro*~cGV0z3642)U)9+JJEr{~uG;oDdUXOQ zjzRWW*zs=1I)ZfNm6QUojr_>Q#X8=$bEhr{D?K!WnD7^)7grpxRss^~M+ERV?R&dV zTqh6ydquFxpf5}-Mm&~1TF^$XJ~~!^s|34CztuQH1w!Mo@3m9KP#`~nn-s^HLoYf3 zRe&tsT&yR~(c1zgxdC z@dX*xM}Fxube&#&Npa882BKlJ@^ogd8F}5|K@!dNkC?}HX9_=Vf;hFPK}#q zvF;)SW(H0G`F}f?d-2TkE=@{Pptae3i#8M3^9cLn-~*xkBphJp$uu5%GO8R{iHsF~ z1+m-!4!gz4=>-cj1)gDOLz?STDj>QyacYp?1%Z<%vxH;qi61QXzAuA{(m^*&ImWt; z)m|<_((zEif&=LxM9ktb?Q{Y;gV6v*V`oErAj-!iCy&|*+RZcHA+9wvfe_Bo-p;#_ zv_B;k)7FHX{hfdl2@uA^xj)?r4nzJBsRjrBiZq@Aohrh9$f@%KLyD!*Se1s669#nE z7u?AD2n{?fRML{VQuVFJ-kEBy%he242J$3-{ zFgz+KshQn3&Kcw)v+A0Wz09;0iK;fPcJJ4!7RN0sl5YUoe?>L9h#%n&C+>6h@>W zA&X2~=jCB0LzH@sHIYric5UeO^0l0WuuJC(jUC9<>;* z50A^L2eV9w!-&LR$41>}Q%J#Kp<{l2}edY&`aYS#xS? z>fToY#>Bl(jk&r=W4+a4911AcFek?-&jERdj0eP;i~(x(tVMGtJevk+pWr;c5_W-8 zr<94644Wl(kU&;6iIF*abC_zNgyAc39UBTKSvfcwki#r7E}aay103_UoVZw5;JUDU z11iBs>r-cWwI5;okq6=Yn@`Q}Ft zO&^(`iB@tlSc2x1X(z8{gXTfhL_!$g52)r$F9NKthyjbRhj570KkVUf7+FukBuSHD za;~g?<|J^qOK zL?jUcSBJ)%&fApoNnKd2it$c0GmfLih!OdStkm4y_P!L&zsg}#5*zz*>;)Rd6>;t8 zdSyO19|C)t#Somr6`GpwN0!{YYL3=_ZsVZTTFR$lzR{1z4R%7pnT*~dtY-%T*0B%0~Ucl_I zDT(gp8t;l^S0avwLjN$++L-7q>JL5aW?CiW>)vH}i7_+K z$^{nw2(hQ=wc!iXTJfu2la>b2LyY~4^Uin{^Wcd+?yJ2xzTHX`g9(~B_dmFN62rJu z>Rf_RoD)-Q1Vyu0h@2v}?!i|g#gT}`(G|iqF>7}GxPp_%JC7FOn@G4V`VswT%wFrfPNrSd!%^;0{sl zT8f)bL=t|3LVatsV&@0%o!8rS`94<0`HxhbO1a3fsJ^0z6a0qrgu$&a&k^?TB#-B` zonwK}LSF`UOesxklfDjojsy4=Iga>LD5YUm^q}I?P;1f^9srJSCK8EhG+3FL`S%#0 zdxjbc^Zn_>l{~KZPk_wBs_!GntwODap)Yl#w_>g)<(_aw64{-#0yZlhBUZSy)4k2R z6NCrYCr^-b%*WNbW-2&5DGQ$KuD2KgBzLcNyF;M3UCc^bQ)T_PLjt0NjSCUQYZJ(` z;>8J7D1QhdcvQE2X?9p!1GCg(S%C0a15Z#5(@L?9F>1L!;q1aH6CQgCS4YhZ;2ApC zUG~fN+d3|lGYPiqA08PYLWz*Knq7GKoi6!^$&;7nC?L#oA|}EQwsmq#e~*%Ts)TA~ zCK+0&;y7}MtO?qf^QxJlb$zbVTHmFvB=Mf&1UErIp%Py}<`?D&$g@RVEexY{#8RwI zo!q~AU1@vwgPSoQM68qctoCOdrQ{!$)4bYsg~uki9HuKo;UUtgD8+BS*?tPaXMDbx zuPy)+Zc1AWMW|+0ylhL5XoWM&Pc6PoND6hf)mYZ~0}g$SaK+(#?D7T{tsfGlS5H=LzalkAT zP;`qzspi6zmRO|wj%kabDzL6_;O>9&A9gyAQDrgF$qgiEeh%Ew`e{B}!#dVxPH1%?jC=_H(g2pGd%CA5l9F< zk4wIjkA&ak;vc3G?av-C}p@OLPG zc460jIb>GV_4AKko|i-#%B-BElX-@0AQsjL{|;2}!s?=pi}S2`o7$4v6g72q;XqZi z_LpddkRNq)62vb=`V%f2ix;m6s_x#S$6}(B;0mp0$z^3{$MWQvdPtn^H0#2{E97h^ zECVV85uobSn~bD>lDuaAI=kJLv0 z@k1oy$GFe^Nej|igTKle;MaM=u$YJV2wa+6>i!E^QNGdie`9Qi0*cXMX<0lInG3{7o# zc`aM~HzXjlRWN$j409>$#?jq~SV!!ny8d%FG6_al35rJ;_$>q!G50=)y6qEhhkr0G zM`7WD1@@4A^=+?ie@}>eSl9F2TlXIK?Bs*ZKK7sAD=Q>C$>5o6z#~%N)Ny?!?DTbu53JS%nR$3Ob> z=FMAM+MG4{^Nw_<(et0CH113%h2nNM-N(o0tfhwVF2zr-|K;zgE+4w-O`cp3*nj*< z_ho@eeOzwyvL~8_n(*F-MEibted={t<(}w9H;>leYeUui%UmmD6b*OlG9Gn^^fN6d zCufy|gE6$-6T_!eEQe2@RwjMUI}&wl*2~u=CE^BNJafj=Pr&)vco!WB4K*?`VS)}% zC0W^Np=zRf$*RH`*@9xLntN5ANLm2sMG;EY53B%0iM9&=c(CCXZqO=6$C=n9n;p(w zxoD9owk?9LzxMCH=gGpoWRIn+eRd43*n&$hqU$E$Iv`6B3{f*Xd*Q+i;NcnAH;WA$ zM#;)D{u`=hc7yRN!uKH6Xo~WXn>QzdRP)Ia{(kr<`ly*j)4W_Z;8}$fABWyZfZ^OP z3+ZLfyu5hfk|q67llYGsHR>V*aQ3ICncVPb+oSb${_s95h?qu+SibYtN+p9`+Io{F zJtrN+{d`kurT^Bo-GRgzd5+qgy~5AM$HKzqZ{DoM)}oXAG~u3DevAGFe31;P;-sJQ z+zl}OV%goQ4I5^IoK;n$0sEl~V$Z7VX?mY{(CSMe_GV(w;*WQCJE*Fr?EJ1ysyoVe zBR^QooGH~`NvVKrHUhaz>PqDd5K2~q&PVd-1v2ge6zD}e#y47hQ}ZbP=Jx&DH(_BW zwk7~nbc9#l?7S<>ZW-~Ogch@GsfEQET1P>c(X=pynKk+0EL)9JgE+=l(;5|JLz1PA==_-IPG%!Tsd0=K zPMs_62Z8RHUgmqc6Ni=mw9ySwr!snRB~$cj-MVgm|Z5M6gh{~ z-GLKxeo?)WIuZmd` zN6t12Syy~D__ob-_U!Jmvh>^i>wrBp|i#HFsn6oc3uci6T?=N zeOvG7=*LGma`dR``0;WQlk5!oO!`F=tapw~zi?p~HLi)WQkO1WXj64>qn&kTL9FfS z)!x+cyQ#%(mNxh8*2zzbFqD^{zb+xv|8YTq98XWxG9>Xr9bM)o|j=S4)y z#l=!f9o|n4Rg1cDqmN=xXK+~tRJE+4VgTO|1?|M&2H&>3ZP~JAzmHEjFfEghd}i?_ zQ>mcT)hl~Qhn_fjG8z}NWVc^qHkPG!UA}xdhDVOxU8eL1Gw+1)%CfXweK}zgPo^Mk z;jX2+chBO9)N?r;*e1~gOJ_RR=hdxI7}MuNwOLzRd-`Q#XE!xBS8xT(lMdC~ zJYqhSPqex2l}>)~1DvLVPn;O>@HLP9-h&5S;cLd+X=z;gmrw7C@sxAx-<>6|UmsW> zGj-19PSVU#eJ{w*zY7=DOG)XqZA0H%Hw-KeD-}?YRA%QF6gX+_xL_2OK_?>M$B(UG zrObkY>kq!K{=CjHHY&^fTeSt(r7xQgvC{WIh`K zqkYiy4r|x0g&i7%{iNlvO+9|=V^U**{zpUh^~;xb@b1<(9A$X~34pt%-@gZgLMz&hUBt@LgTBcRJHU$|dh z5WAoMQ!^WmAz|FbAvPt^1*5%dPgoK|wOab?2Woi!P_i9a8lWd&2T4d$ew;sah{x>cH@r zu50}uY-UEHD(t^_@#3J<9W2IMS65eS>pFH<)RsbtJ{>??n|3I1%Hh8|*bUh>5cj;~ zT|YHE|H$R0sG05MF*Ye(ZBBujdmJ&j-_xg0ORlf&$)<<^E*s~>7CZ?8%yAfa;qYNO zKPlLuf*LGB1A~tp>yl(6^Uf}P(9L;zJ&%Sv)L@!D=d_i>fPn)y`8>-~A&Q2OTW;DMtPL-Qu%*LeH z^H}hFUbT94I|(gjyG@%8k&f+=aQMOht#`vv*mT{x5h(5JnV_>HFI%VYF`&@!1&L~1 z!D8%Qe!j@Pl0otr`}XY%2@4x4fBsa#m6nzkr~;Y9>Y+EEL9P!bD~+;6Lu6BE=8!~<27nY-7xy6Un=&(tvPmE!Go!{7QHzU05e#wMDSQ)$O-oH}*y;lpmUGKP;H-N~ZBH`Y=E2s@aiy0xwl_9C7Epr&13 ze2*x=8k?E3X34ofuXsFy$3K7BvOp4F`-`8Jz9}tDpkuQvWouW|N`CN!H4ZhW_x*L> zHuBoT^l9WOn0$?mHQ(FIcK{S5S)}i%w;0~1JlZ_U;!J#ecLE+=h$b34nouspgv_T; zdvxgBJp(#!KAI$*h7O+4I`3gLa>)F`YICI{-ev9sS zp1hWj{`cE~>iX5iS69xU9=}+>+TOlB8S?D8a|SNQX8iL_B0g^Tq;1{sZvYdlPxLegtG$DF1-CK4cCZ+>Hio0gdw;+bx1A)}@BJ5C9lw4aaO#|p;nk#kywsdfP5m`G%|G%j>@X?Z$A72R=(pGmMD9)bE0-nc5P4%4-dbgJaOE(y$fPD zxa6LTkL`MPL2MQTD`24awkkQ9q{Cprb__Y}J#au;d@m}X_s}5rQC4N^1}Z5@1H;5GEaKws-TG9S z30%E3eYHbYR($z#kPfb6T_!>@<27s4x#gYTz2B`md9o6>S5s57SN2gn>4U??u-pUAv_Y3fcnevgil&BrRKJ^OJL-+%quQ=&Ox zf=@)mKpy1F&tB)gWN&bgo4?a4?BKy3Ur*XU3r97Gf}+2O)(nSJ&}P5g17s^)pOkD{ zn4dq5tW7doaJ6o+l~qM#+uvbqEA{7#P}L~m(Uk+5P2AJ6YyP;hmoNKw?%bJck&A_> z?WRpVM~)mBs4_(vsADr&_t0~)2iW5s^t8R*tIW*yfaq+V$5^8BJAd|L|cZjXq7#{Opt3U2*Nq5?`UB(o>SWtyUhc!sIrE5`t8p z1+gY%%;2L()i+w>blMdYjb34Gl?}yj->R%nvN_w!u?JNp7i17y7s9XqZ4zr5me=E5 zt4ta(b;Nql)8gWO2!`yRb||#$dqk}(RbrR= zgz~k^mJNUq7Ky&$6}_f<+c8eAoJC}5f0=fswFJChXLHW1i_ ziRT}*UjEf~6w(IE+9u}o`62VkeCx1YEhOY#OGr3VUG3PA0$op2bga;$UUKpMyR0tG zE3oCogGJx{*2g&tHx^2!rC+y!Jk`v4r$K8R2@jtQX)x^E0y7SgHcQJx;!pSu*U<^1 zjH7LUWkzS(?ZMMyq9Alaj+mdjnD7hb??NErI%KLa)FWOk-?(uMi8LQ4<}nBB<`aV* zi9eOKwX-H}EbVn@n7TR^!~H}x$atG0bLl_ONQ4+goe{P(sqFg=1|*rYj>`OSdf#6? zKkwX*ssxH?FrQO){+#D_dYhg3s@SDBH*Rffbq772Q8w5WeCSY5x(2=T@6}jM`CH$C zv^k#^Yf%LqgUYI^8SsmJ-mZosKz5@ZeX?QYMmO9TN5e3{4-SuG!jA#KhrS@aYjlAS094e?_oG>{UEbYNAyh5gDfE$?mu|IJ$~-zm$mHy zjt}<>3J&80Jj-N`Ri`7(*J%U>6Lo}IR^Q6ndM0QG_~1y9Ei}|Z5h?h7;WIM7$;*$O zhNs2u?5ipv9vx24OE~JcDe>BckLeM5W{)rztcKG@ny??&82uYm(rX z4UXE1;=0qIFG=1!gy9j{fdggEe7sUmhat((p(MfX_{2>s(pCjhD+-=29Z# z2(DN=XhJexPB6_m-8bmN5{k`I)57B78F1wmixzoP3k}lN?t{)q7l;4h7NUL#R5nm7 zD=RCxwPhF$j{_uTReD#I0VPRJ{Ujo7Id9wM?d8=D@GmwEDkvz}LfcCuPEJmun4tt1 z8JI&!iF>2X?O0_~E31BFNnXMMJ}3%DE|B zEUwEj-sqq4HnPc6r#dAo~?5f>`y)d-90Bkw(VBK)!? z7T34DE-I2odIG?o7(B(e%%JYemmX)-chBVZhnqgVT})_KP*NH)Vnl3NX^a+(SQAb< z2R%I{mve`j8PP(EvGYv59cnPP^$@C-p*HDGFo3% zdc{Q5#kj=Z_&aH5eM#!h@pQd3VbtT%wK&!1y?9{?swrHr12wUihGAA#R>q@8(!6Kq z9XoPi6MSf1+@-Ldt@dHJwb+^jN|*#XoVIeMioCr1#rXIvB&_*YS5A@WEd9OXOQ}CF z`0j%TW=>i{MV3vaA!HWn&z33&R{oRXGN#+_@F$NSYtmC=eG%te=l2rDpz|xf_`~T{ zkUEpM*D1p810lN)88SpyPwy@d9a8PRnTAvT#l_htUJV`@^p6f}(lC|ph;jWHi{auk z^^#>YAb@7g-?wcoDpYEcLd(mnQ@RJ7Xds&0D=ASB0txza`>Dx$qka`|TUp;#0$0!w z0kX!1&9V5(K)z>IwlfF+-Ip(8;(oC-yWPbl^&8*bF%Zy;%6gad6PXaTu51Zp@s=?? z$D*@|Xl9y_AdxJ609n*IiTTg+9kp%ThszEgIwo+(f#LK#nb{2i z&^=M+tEi0aEiWfaE4}NiS+nwwhM5n=oJ4#;(x$bIO~9TDn7?a|8@E0osOZkrc!Pey zTU?6cUt#I*d&w{M{)$S7*S>2@CdZPp40xZk@7q z1oIFQ>T%ky(^GFYs!q;xo)UWEgg?E5Wy#L%`i)(YMRz0Q)G28|JOVF8)B-OwI^Qda z^zWBY;*ni2K%cYGjUzL>Pq*ZhlydHhs-8>T++9Qu!SeTlJi^yam5@VKrZ92i0B%Xv z=1v_uz7vaXjwvL8XPAoV-C^!RX_KUpvN_q=Q8XH5?#w;6VBPZj6OX7RHJZll&c_32 zi9o?>Y8_GWdy)pjBO)mA+l85DAGRtgfAFGh)widYh`KRxaosqAtbcAt-z3UnxO2;& zZ5v+Q=t}Qh&_MiQA`4x+51iCTs5aKu@;jM=j?lw&rci+A;_gJTk4blHbuWCO0thX- zlO{#ev$lL2^7;k|5Jkuk_5B)Q-3YL{o69?L)Cb8YKr&ptIu^L^Om@=M)zz*og)7z~ z?}U84GJ$U$^0ga<>WABrNiSOKBs9~ykT#SNVeE(FYieq;C6S0&>Fe8t_Na`U+~Hkc z9X>B{ShcDnIG%1uCx&UVX!&+#PZE*B4xOYmh=EPIezeQ%$N|uS{ zuVW17U5Os~bysliJV;0JhG<{1nsXmd$4?4&30e(yJb6#cB*L>6HP+|1=_+J&QOyDA z521{ChudE!WTD+Z|Hwdua1!{t8GU9;ls{gGjX1P$MMCIn_qxWFOP2Uk6J+G&^@5>E zZT2$wrTFOe(coZDnrjX$3v+gH=^gfv+i>UiN2QA|)*nB4vYd`xHa!bx5RMomt9;&3 zA}T{Gs~9RgDJiL5b-ElKkfQFcAH%Uq=nP-S*Kut-NN(iR(IbzFjy8HMO1h2``zZ4- zTVU$!s44zL&v@gfu1cnGpjqXJ9On4g2fX?u4fhFa?=F4Xa*K*Nenpxha1?dS=oR=T zVjrLR=FPyOq9QJ5Z})x<9urPKxYibM!N7I)iE*8#K6!HhhHcmTE#N*8l5C-5LNC7x4uaG)Aa?`_p+g+4+WD?oIkeO4T7%iY>LQ2jffi&!5d_{0>5xqFHw1tL`8kI%< zxDmIJ$ZT|ZaRr5v%+b@E{4l#`L+Q)v?@41}*(|Bs(PZ*8*m zFr(Iq4)};FPGL<$-0&`y+iY|o5Y(^u{t$Cp>C>I9@RPV_zWgKPUXKJsy7j6xP zH8>>1i@HvM=%7`Wo!trMWu}?gG~OGO`5AbNVZ(;ykEP^>4C}xL$Yio@FU_F=JjNM- z262HOc$JxajsUQ$^W?S9lITZb zdu@kpgYM36Y8(FfM~j3>K{985Z#h}mX!V?hdPkCpN(nb^><6{*<_@7l`uC!R{jCxs z2Q{c@{CXD(dG?a<9l9qHM=aq8*^y+1WXR=0`jIWj96- zA5Lo~y5lyHbw7Ue5q>i+0*&=cxZ+jUpAsRRHEVs&-yOzT1}n`*WKJ6 z_RG`eGJQGwcC8ekHdXdcP6v=^Xs1ZMv3{FpeNa&%^Cfv#A8#Ws*c)+rHNpa#J2xIX zXQ`3hzKAzJC`TA~{9uDJsj`X9+w)0(fFa$R z5%%yvv9hwVMXY6Xw-cpnI9NfvxdD1E9j89gXJ1IimAe}{p^}4(_op&tzGUX-(zrM3 zwTtH*c@XBs>xjB~wI}qK;EY6T#QAHP!H>Gv{ZI|(dUfcc$&AdD>V9kDKd_)r&|bVm zAIixMZ|@9TpQH#p5Xe1Y^&@#v%QFmP!gWJYljZioqWsmwnDxHBJM_G&qTJVfR8@7D zvH#fRDf`Kqn;kCeMP+5&GZZPln#UOvl?9Cawr#q@tvkxcc9-!S60Th<|J~6k#I=ij z^BWs;nTY-kq z#KmRYr0t&}^`sw%>&cN93LieA`~9Z+ivOz!H_|-imiU!XDL2S_LUIemk1DY?^EUd3;hw8X2<;N=P4gf6=DlimQH}yRohL*Vh>oy5JX+$y>K<*#~g} zDl6%+a`|!@KqS>hIR_02&-d0XJ%%g}(R&o2NpviTGxtw1(V(W)HR<1feXd^Jlx7y4 zmX>Cn(B)*0mRNEWd=D2;@A0w3VS~P28%0CGJS*N}_`CP-y~rf*Af?F}nREcP5P5ul zeX}R!t_bD#7Y?~uOf_sv7!(y5ld)iw1N{4Y5JU9jbX_W?2p!qKnwy&5(demfZ0u~Y zWntHgT{p!?6koYDIAhzbF}X72L`;57+YTeZ8v0BPw*T z+uXkL@~q{OqJqXaFPgY8pUfJex5WnnWH!|%)|7JyGnLiVGl|)Kzw#Z!d;p-L<}1uiAHH+P5EBZj_i_2edo{DrYU&RY%Y^|&`S~Hjzw_aXhpQbSIc5<; zS8dufk1h{!dpgSFt?br;hEu`6RsUP~rMNh{;&SunbbU?#TKu_KF)a8Rm+jlt!^};o zmMEg=^?lm$_gY}fHZ+6_2(K(6Dsr2<@e<-B78lKAa=82!$R4}X7aAYXp{${TWw>Lg z^5I#t++1BPA`RW?GP#+Uz9@_e8Nyk!cK4V>!`0J{3yTSo#>BRQ$Dy&cZkZgG4S{C+_uI|EI^TAmV!@ zZ*#=3VZMHT@De1dK;F%R($a9aKr<5^ckj}b%TirK(BMr4<-_O*K?QR=vB}BDMTZCr z(~XUZn;-1VX?0Z$@_`88r{;r8lTJ_G^H-NZ`p1{5Yk@}Ck>KE|CMLlCvoSHo)K`O} zPfl3MugMh^7Q^Ue2S@vE38lt8tY*eM^-L4BoMzg62g!r$z*^pCQqY&S6 z(!aQ#`UVCfaUzdbp3?F|PNF@sXQz7S+k5Kt`()e;Hq`5xO+DDIure<3#tjqHGg5j- zZWh}tS@IsS8;XNr!CV1ah>Uz?KqE3b(>C(U{fBQ~=QS>eaEFuzRt=dnNs%6bDeWCX zzBKrhTG4^l8F_~~CjO$)eT7SQYu5M_78Z6Mx%1)9LEXD|uSebcjs#G0$9=M75YP+q ztT^Qn?KdgVT-@&VJ)3=yLzh#YiQccLue(2Ke$0y0;or(+Wy|(7|AU}w@PrBST;F6Q zFk(`6+lFru&wT#<^l0a21Ure$i5x$1;)QfeR~eaX5UvlZmM!HAb4~}tDGeAfpq^m^ z0s6Xmw+FEZb{o-v3S~=Y&>Cq3;+a98@q$ocF4`|)uvuuGbVeHp<8-yWC%4yf2sADI(@> zlw3~~^}EZ+n6|HawQq*4t?j;jx%AGuOOESpQHKx`mB>`LaqAo%rNFO}p2H%)X%+8T z?qK$5H6K}!#~ji3H8tXmUun&?9#66cn;OUDpFu+F^gj7t#+u4m>1hmUAc%3bxd5io zO{Bp3`uYrN6I;+XJO&S4&_ygGro}aF*RDw{>o9dwX3IV6sP=M|C9nD#J6YAPi?=Xd z_|Gyb8D6)j#Pa_AXX*UQzQ!I3&0l#E`%vGAHEN@*6C`lq`$IxxA#D#3?**MDQU14> znna*pa6@mix3&LnTDo*8;Xa`4XjP|gyJNo8-ZB{9xYb~6RF;0E?QA9b55t~6@7z;z zTz9km;oN0ziE&ZM-#)rHJA3Zich4dHP-0aCA%ZL>sv{u0QB1y{e>m8}YdwUPD^mt| z{i>XS=p#3EsjoMBPM@Cp;L5YtVz!XFECz8rfH<2rt*wK@J{ZS#uE$qqLU;q>Wt6Sz z%+_qV)b=8KhjIVriU-oKLe=g<{UaQ?3j-n=A7~#PfQ=I6#h(_$S|%VEFpBCGmZ7-d zcF&9M#s{>DzPaw&WduVA0>6tm=Hepl2hX4PriBd-k$5tfA|seE4jQrt(JRe_WP?|V zzC15nSC&?w^_|^%yuJ68l^uCpX@m>T7sR){AvUD^cl3#(9YV9P|#aC5; z^_q+s0iT7CN^)bzG`!Jzz!-|kjxAXwebETN?tE{Lr|*H!+nU?ou~_~2C9(;+uTxFL zVF(Tn4+Ktuf!b}~zWwJ4Y2g5}H$C0s@D|CJ4hnAD3wsPzM&-j!IY=Or;hQN`YQ1}l z#g{9FCzgHz1JMqmDh`PAl4#<`(D{&8jhfA|hNR989s^cn*v~tAu7~oWS4STyxa~qc z z6ul@h>g)SwT;u1%TV|hTN^!;0lvij={3$6bsAP}pILXtJZjCoy71-jXd*paxmE7C) z_VY}X_1RMwgzD#=Xok(4nL%zlIY58w)~)=15=?gaqB{L0-y{o^hRx>Ll!J`9CwBA^ zn{bO0G+v;hPB$|%Gu0n6=2may?zy?SA)A;MldoM;^dal=w!={xVdh_y6q*mXK*mA} zaI__o^+_pr_unU{9M|7D4noVM?Rj3Ug2S_;K1Tk&-TUta>KSexzWL3mibD^B9w{_` zubE)N3oNoL1Wo}efpg|;^ZUb3meFcZ~ezH;Uhc<^G zN(i_i@LPnzHlIE*hZHl8u# zLfM>epzBdf|Lu;AZ+^F-AKx4gG;nJ&_cYLYYJ69rIjz!ko0)0jau3cGla z2Ql4vw>T=u6EExc;TtgHuhp0gBMUN&iiz3B3pc2{XBXJgRfx6z`xxTqC^U};0XjTW zDf7w}U-IAA<=ALH{h$BIA^*RBr{FMJajfnC`GTZd5- Wmm9@t-~Vqpl9}mTlPgBHd;b^oQu|5( diff --git a/images/julia_zoom_5x_best.png b/images/julia_zoom_5x_best.png index 50d3ea4297a7e6e8906abde6c3f52a30ccd7b67b..eca3fee9d34de22cddfc7827fadcc9e818ade414 100644 GIT binary patch literal 48094 zcmeFa2UJwswk=xfHY*rWk+2mEAi;zv2pB;?a?VDgfD$FMO_&fV1(YBtC^_ehqF_Q| zk%|HpBnQcof1lvF=e7Ipx#!;Ye|!JE|4+5On+VjZwPqNjkKX&3-cgj7TDgpM8HGYw zDShgMGKKO-0);YPbIBrn$EuZ+6@UC;eN0+)30}@iF5Jf7mtH=lWlfWdNr_{;h?L2aeAhI)FpZ8)_b>K?!0!#jHh>EzKMUw6MuhEO|3(&{N`2x zy1T<0RQ9F%uahg@CiEeRZ{_;O+l5~8)ilVKEd0EF-IqRQw}$2(m+K)LJsib2nK}09 zwu#h?1zPvg%SZ7gOX2Pn^KdJ8ZNJFhK7Z~@_rO(W=Du4{wFHkrUS~}I(46~fx6pjP zxv!qE&SRPT>a-_i`P^5pB;6OzeWk)xFn2xo$kqS4+}xP_`?0%O;LRmqKD#t}ClbFl6nSpGhq4#I9TOsNcC{mkB$qSoM-%iTn`Rd6bZ{EtrCkRf(E>W8$~oolBf*Q26lS z!}!la=3y_l$>aL^`lG{|H~*rUmW+g-Exa{4^=ov(wN3pV3;%`G)~Wcg^TiK*Xr{E* zl7JwK87}ck2eoi{cCr4qYgvU%AIItEYM1?>P!uCFSZuIdzJB@mm?t#XY4l@Fjc`+O zZ*5{I>w!xVi#eTlHx=j6B9uZ~e*Ad(*Mh~3HO=d`Z`rct?%lgq#)2xZK64tJo|naW zv@*alFLE`PWQ0ve#hCa=?#2U`p7;xyy*gywYW)7;mW6su6w1v-WXauhkB*M!Rgbx9 zP&Crt@9pJP>at1nQ{wsJp*o}BNTbqcpYyU#o;r0~(u+f{?BY7pTW1fNyZwB) zld%7OlNS#kuF9S0%_d8_WuDin`4q(^2Xz+g3YUr>NQzUlb7^jFrscc2sl{rm<>loK z3=C9oc^!UnrMZZQpPyf0xVWh3$PdI!1c#}?zM}3}4c72Ko zmxP4G*u+G%b=wya*U1d-j<#So^>hoyx{Vum3JMCIJaM9ZqA$O+Qs~3ILJ#IorKJk< z=FMX=6Vc0a)>4a7^^T4#}9bl(7c(8+~Duo|!mp z*_fks>ufD!@b>N7Y+X!CmzHN-Y37z*y?V9XgyEI6Mb)uQp}}s`S_)#rkLS;y-_qP1 zTFl{eI@`X_mpkZ?wPdOIM2w6N?=}Sm1zN0*2JYmuU)NS?y=*%gR>R{bPo6Y8%%`}| zoLxkw_IC1c^gxA#pvw+9|1g({kw~RbNz~q|DNJHoTrEL{Ce%tBIm_zPP;lMfQvW?*1|&y*VOsF2{TTc!R*BEroO!v(UHO)+GEZ-oIGVIouJ391cxnP89 zq;hB3^XoE?cRp`&osdIxxa;XjyC;~p)6LDzbJIS_#Kc4q$DxR#2kd5a32tug;`+tR z95J+L4YSHua@fHi)7#@oC`vmu3il9>1=`i@B|!oSrZ*zZoc^(?$$*h< zUz2IwmSWSPEH?eCxjx@5|D!LzQ%%h_*+<*u_M232dvvWpwmgGaSt;uLE8%RS=Kc0| zV;!Br){>Rcw9b^7$+5we_uif3(@ZFc%hk=ak~B6pjvMC?v3cK78!G9!myhLM;-$JI zU7Bl8y-*=uozluu(?P7>bHg2)7as=on2g3VtY5g_vT6)`St5+;km?( zEcf1h+gN&d@IG#L1?INdQ@AmKJ~G}FzZpMzvgf>HT4Mok zgAY3Y_V(&qXE#b-x)ehmRf^MPe@$`jFk6#D8+*3-l`B`shrfCAraP_~msx=aU%|Tn zeViBrR8!jCyX$z)1s<|4`u3~sOHlHJSa|6b`6N?Blt-04SVBS=lPg2* zN;*2#qwmipUT|V|adGk7VBlPCLB~chCin64>uY(l_dT{Btj32-$TRV4r@S9@SU~xy z@s8^Tg;Ee%R;C!H*3}Jc zU@*2x>!e%I@?0jW63!mC?Q3LM1Y`R~Nk7_NpKcl4lNd8JWP^`5_3rL^67)@K@{iqI z#=775A+8wo<)KM^N@U@l@sXZg(#w`CDf{`YuqSP}qf)A(M3}#|`r(%2DYjkeL1Iqo zegb+GSX@I@DhfP@4rzINdyiwSvyVJIVD4{P74iJe+8w6VF|VKXcR^f_rQ1XRc4gf4#mu~0wj8BCe)=>ry~$Mvk-9?1GWViz^as;aQ>3*d zO+F@}jEs!;G}@IUH(X{=*UWYK%9XYm9$KTqTwKQ=?NCUgSBFY5XJ%#9Gn%q<1*ob? z7o_nwY_H>E4%!sTWMu!6EfmV-P6QSIJ?C$cxY5&;Z-9qL(y46oGjRPtJBXm;{W$yU z_wZm>WlZM}#L`r=8s0zuEJ*9g?#p|`eNs|Vgdx0j>#;j`?$oE6`S~9(kHRc>bkd?t zE5hzfPEN9oOG!$aPX6jAKQ2tu;XM9XIZBmBTKVeLjKWY8Ez2y?E8pL;m+txWm`A1C zHC`_}%~#MMPCzfq_{T>d|GgLQzLENDQ+5PSPAn~XCZ@B`=u6d5N9Dyt&8i#+Yq@8KwJ?==(f)(7 z`hAwwBRYM33|&8+i-v}+k%kn?bm!F@t0?Zrc+KY78qKV-WBJ%}61xe@`xRo~wjDdn zdK)qwr-o~U9EXg%b^J8@?XHEgi0)QH~p(PtM4{0}%K;v5EB59!s4?9x1F+xfV1 zkNmU4CN+ZbQzcuw94~HgKK*3(QE6%EWh+)x^)j;AIlMl{R)#BxnwMtjryCR_JMkbY zb|^?n-g2EDGs?c=INBQ<7RDVUYA+w`GV=79L+d7Uz=2qu^y<1~qrND^eVOzw>b7m$ z-tFI4L80tiLF$E_VUtr+7dPH|z%JUFU_LR@GrE7|_4UQu7?Z_gJqOI|ABQJiyLPRm zxA$33v+dKTPdm#)J?y$`p95bViV^c6DU%w8=o(H>u1_8ZxRHML?3s+bd|Ju&kCFLW z&Vwbw)G+KK(M$9!+h~BiSUkVkXfGp5HIiC%e^V#`P|MiCrAwE}8@)4c$WWrHCL790 zD`R>8Xlo0{^Dr{5aFrJK4-eCjrs75$ofJsMcAL&QVA*(y{%rWbJJFJ|Y`tpNO`A43 z#PLWVi~NX-|I|?#?&IzKZHQw5h0-?nq@6YKg3^vNQ=>ig!k2180Mr{QYqgeVG;y%7 zi`bkhytVRErDkt$Zc)xoEyO`sCg<+#uFW;J}0bE7)S-h;TW&V_UMaggxg>s}fVHVe^+SsIQS9lg9 z+~lkRm;tPLmjn#KykEx@-z`8`Ufu6X3(@vrV^eFQH2eZQ#=k!CHz$G9n-c z!$|<8$#5rapuhjh)zGgumacvL@L`BnvY`p0g=zVVn_r%ZMgREZ*F|EqkeM&mmEY)c z8?RULK~W@-Alj)t-Fva++qdT^bUJ~P9-iIk*qhllG*qcT@2QM8kYJZ^)x|xfVZsHZ zqx5sL$a{fvc`@Bc>6vlQaS_KKJ{m(~ZNbrw!=0o^z+Dn}Tmq01*M~{IyUZ@f z4>;;2T_|~yO&|V5q5P8Fi}2gQF78}QuoGrbZvvMxPBEuf?^KU@@~x-G{KSb98<7YO zoI8IW7|nDRnz^C&TFuI8TH~wN)LiVfSH(~SOAQ%U3du$B{@!+7WjTy zO`$Yg*mM7|z(HW@>B~-|y=o{Lh7mx_P|_^a`=Zx@GQB$9AYLV0zE14eqDdcM{0QU_ ze-YcLMa&$!vlYJa+!ijFo|@PueGz!*t4wbria?v;PPN>@FQN$d80x;fyPiIG)BQ&7HsEv3l>G7mSh#S2&_*t*D2dZcq+Gpe`lo3{*7wV zU7kgm918?Y#J*9%io^z3p2ddWrxXM?pn|b&dA~ZDZ|Lb z#3XB+u11T|Ryhe&-fs1C$LPQ(L9_9pj)i)Q6x)9?UUPn{id6AWJacQ(bo>LoG&|(e zhYbcL(=xG(Qt+9*buX)AWf)JR{KoUbK%69me0ps@eW@u(;?t-k^})W@Cv?1YXr<$&}*>vQ2 zq5WdF8(4OcS3i7Twq)f)%cV`%1a=s#>lb*jxNw=ET|xuCzgex2CeXgd{a84b+d{qhiaYxm z^LpiJw=w7QF$lRw&mMDM*fM_}%R~D~F18F&XM6W-75*gcqkfciBF>hIPyWt6&dy;f zyQs}+4FLn5_Px`4D=I2%hSQ^YTea`ke42lVL?Kj2%d${7QYbT=^H`RBPCQ;*6=@QF zO<(~f5JjfM7D7^;!XJx236@;RZMaLbCoqr+YC`697ncBpj~^IfO7rOV69?Sz^f_0^+k-~5gA z0tn|aH9lNeXAo z6goIMMj?uh*W^#X92y$Z4PqwawodYM!Te=UQLMXw?d+_0dCzgEo#2fR@7|rH?mtsN z>7l19?Af!&uInNyrk!AyKq8XLLB^LavZdvM+|#`$&1&M*Q10Aazss;IAA~XqkzlW| zFf*SycJkXIa;040K_w6Y6`&;TefYGLfe_NV zgsodoOILvAw%njEEnN5%vryZE-(p3Lq3Sk4Z(@71OPW_NYe+2Uyj|C+9~Ur*gi(Ud zV2pPtW1-N(q}P%~j@xFMU;@voE2|`i_&&qW4+8=MFziOSE&<1{+}$Z2PP4nrjRm{x^qX^uJGr>H zYNo^vA0`WxP`cL_t)xOP!G;|wSioF6EGr{J#bq!%z55T#C@9oC-DmWeO5F;??J`@$ z7IV5yHp=hhbQxvXQ^P=RgwwgUZY7*4*zrh^EOzujF?G#Xr#DF}%gD%xYjj4Odv}*t zJ0(Id03Wn~`EW?IMm#T;#@S$Cuk6b`s8~=btDiX&V*aY32PI-E#D1n$d$TnAVhhEe+L}G0=S-$FA_y_vCX! zb~mp+7P2Z}_t|SyDiwl81gPLHpkbT#=B}=20K;AT_U)qw-@m^CIYhl;W`6M69r7(% z4|EEBbq+0m+$*VGX5CrE6HZqkY(`({_O2X^vTgCiY_f5a{6q7|mQ-+po*ZJ@NLJOL zHju)%5&jwxAhD|kG-Qy3o4&-Sk70&=ID| zaseie1ihNcu}=^Z4EK-N*2x1G-miKY9v*Fw@0upXYw1I!zCfsAIdYNQ_~n_zMJ#95 z+&YUKu$`VhWZPYq1cPFhHjZ33mh&>MI9R#sSHxGlMbXpL1G5k6O5m_7<3Y> z=zi^l`@+g>tA3fIeqU8xYe4iR=@~P?y*Q5zL@9;dYIL12fA{WPB(x|(L0i;V7P!wN zx}SQye(a`whV3u?^r_q{*+o=|^z`}ZJ|E0vM#jN0H}QG;fAa#2jq&Wg#Y;Wdx9w!KCF>e2GoBrPaRbc%K8JIoD%w|%WA-Wkc|p}3?f|#qivmG zIF=fb30+Y=PB-$&la23+iU^erYP_>D+zTaiZ>Q#=;ZlnnWc`l*V$Pa|OzTvj-UuIMQul+=?x>XF+?d*ugG z@S9D~i@!tQX}&*PC4Q~%SDDG1nn}6mvB2%5mfNk1qeg2flbZnJP8V)xRyp#BGUofW zZ;zoB>X{(f!{K-0Xui{(<*CJOlk%^{I8jsCJ8Vcoqg{grQJ%8>%G5PWR`zV*p z&9P(0E+9Vt`uRYz^8ojGSV_DYYOAeV%k@_W$V=U)-7}**`6#m}aY&-eu3bK$K%40>87|3rsz?{i~ z%N(_V7B%3}ZN0-`Wo7UBZ||nANQiG9)j1op2_Nt)8Y5?N@xq06nep|R3o|~1-X1eN z^iof@(#Kk3!2DJ%h=X-&*Kz^IL@05As!}F05JF6f!=RzqM0c|PKBEVqy?q6X_g%lX zWX%#ma@!$4w-j9Ka9G!`xVm)fLcLomHMU{~MGgR4`%yeCT)emoOI#V7pM5+A&%2uv+ZIlf67o1cVe-lL{bC|@^tZ_kK*Iw zb8>Q2a~*BTChO?v$c+1j9L2i#!fj9=Tp+PXeQ23G?7Mg0zCmYk_%sv&?TAp1pW#-B zysw?-oEaA2H2~d&9qUr+0h>3?G(#8Z|sT9I{FrNO)sV({@w70(!hChqfHQ zb&!1rKffH%HSkqRp_p#cg**7vmbSJXLFIb^OtPg3EBEL6Dmik|OO#{nghse@=~7x-rUgSJ)ts(QRuZ9UpC4ODg5CxJ-OGfSiwCVlD512{ zUw?O5lyv+8Hm%-QdN_13$JHaChoZESUmY(YQ@Lz|;hA|0FJaMVU1`2WbRZzE*4ojL z;dsdhY>`XXZr{0kw;}=>H9bAOI!-SddBhY;V;p46kJeV-<|o)(jzi^AsVHwytwaOe z%1BF>qgsnYByR1{P3q(^$jf==I&OlZy|c!^jfMr8LdevfdNoi$tgsrqQV151W<7j0 z!F+}kB5s^}&fU<})g_WA>ckGz{v_1vJ9cb?V#QBC@*UA$`Pi{*kmbVddg@6@25Q#Z zW}mJZh-VlQ&USIGSwrm_{M6fD2sKcPB%JEl07!a6?=~111CxW|g)VR|uKJX$oSYg$ zJir|XmWTqWL4Yk&oX4!hMrzNK9W*}LCn((sb`P3$D&joRp9BO1?9L-2k((o|^@UWp z0>ayo)xh4WrCrjp?Wj13iW^X~0(DEu*}_FG!!!-1^8`GtWZkcrcn>cZ26+JZB?AGeFm9t!lFYT2X@c|;We`_<{EFR3~*w{q9K{`qoErv*eoGK{-UjWfOx6AprlX+P# zm_yieM!z^&8M}AP=L>P)wtc${mBVGI{BV!oOp70oILWOKQtf)QZ{E69pStPRb7*$_x*3X~?GZ?Z*+%G@)@0US!dp<6 zIx#+8KR>4XfkQg*@Z-S17^pHbSq{uFsk{InHyLR8;MkK|(|eE*+5{P{~-+XrU`_k-05T$=g6NVy|ILYAP=&Xu-#3HDFX+zY- zn=&N4FIvfZLAV;^e~7rtxG^XvyQ50JsQ<~9c0?^=KCekuFgFYU(Cqu$J9hKbot<+q zlO$jhU*0n$+`rDX&EYl>Z9-};Km)&zsAXGK;l+92z7feJ43EC)(f*kDGIFa1hnJ(ur64#XKbdIM-Dx-_~Q7eTVgR-xEdrGBKU*rsvjn@ zyyHlBhs~_lvbA^xU&zDp-t0c4|4U|~3|>CI)1aY<$p}H-c=S|tEdGojHY@-w`Rms( zoNbY>0N*-$(wo%r2((l)4N}kJNgu|?TRtoDw)j%(f7l_31V|v%x`kV)L-2MSWR%v$ z#7vab*)ChTl89Y4Fpo@4PxLYURT4`!DG)VratsU(TGw)H+7yX0g)lT}Y4CwWVNkV` z4Ly}rRLm#%^>Z|#?xJc)8qT%)ahLk&5o#l2;p`5Qe(RHsypB78mIr(1ZQcWkeqdz8 z&R9?JTQHu?g9nWOlfjZf? ztD00Rs`;)iCr_S?gq}lw4R>nz`H6SW{6>e^LlP}EQ$(N#nr+#5hS8yK7^Grq8l~sd zl;<*B>Nc$cfs=%@KRa6Q^FfUoZZ9va7TmV&B-N(%^Csja0lG+FY`<-IR|ntaN8B1U z0W*VCZ|}2a#D=hU?_Px2N9R{UJ)-94=l>J0M6C+y_1bhH))sP2woN4=ND9 zO284qS4ohl2C0Hz34k^QhOH+%AncoAD(zu@)=cfjYJo z?hef3K|yp~^1s2wrB@PJV;k-6W4TL+s_0qLzbVM<@Tlq~;cEZ`~%zz>BZ!0=)( zDID&=Tv7(bqha!7!G#aw`Hd%~zc zhUlKgpB1zjakD<@;=SV&DDBBDY4NepwNF))oMgC7^a!JbC^;J(Gn|ohEr1V8)kd@B zaC#Dpw*+{O${xJM&&FD5Lg#oKMy2gnZIF%iUqd?A;~`__j(0|C_yTG)wpy$ue< z+I{aZ)7zv=#YO`wpI#>+1crq36Jpt=uQAj6!RUHS>FMd2*YuB^Y)H3k>b3E9B%^n8 z0hGn2Y8a!T{$!VQL6iMa;GR`SmDFt~F^2m>(gVc12_?Y2?`i zLY+G}I1t*Y2CF6lCWlU%hCyy~qJhJY^`v6QvQ&izJOsZf4!v?EB<;QJ-Nj?}b_nOOsCfl$T- z0um1&iaRyrJa$+=h^YswHU{K;>lmvBOryvu+F3S{(AU?ovGLt|_W}rkz$esxDxhLX zkwy?FD0&f>@f2||Y6Ob__LbUo1C;GNd{`Gy`w=*o>R6p{BK`v9mSY=Pt2O;ozeQ#G zF04o;;0u3omn;&*;3};%3}EnL<%!yLmvz@A50@QhjzqlWMW*-?ED;a0=`NV}h>U`t zTDvI??u5T#?e^1Uw^wsP{&|J?0EYAgF$+S0O2q?^p+U~_;U<_ALt2KMJyggnL2e$~ zwbCfq6T}+i>qEAs0VVDSiU7nUoQ&hZhaJ{a%&yRl2$>G;5U`!_bEy82 zmzYi97fai8UQ6GpM+h8@DN0+iO;NMb(k%@DzvbbhAO*=SX3jXmC!%bI*Qy*|(xLWH zFOii3d@QmLx`cq5TqgUASpkT}$J@D}l`2uI;B!WyE1Q+sS^$?oA5fe*?E1X|M#}fbbbphgvNAY4yA+u^e;ve=GwT~mtg{mr5sC#6I0>#+=a%SA? z?k&c8qrqcX5_m`jN&p0-MYi(CS;lkkTen_of!Hs=GSzH5bC*@4f0cWkt0lB8$Np+2i_=ZxezB_)|ex0{(<|Vgdv*4a2TzE!yR&S|WYX%%M1jEE5bHZ_`}=8kCa2!q_|^NQ z=C%3aROh!=(@di~idOJF@kL31tNZo5pc{Vu{{7h1*>;=)7xd+*aIwvG z9L~;@_2nx^PH5@tiw_A2VQYGEz^dicN=|WItabQ;lM&%!AOsnM^^$sc|O`+*o&vK>@JhX;-D8d%5?ka!$XVf!Gf3bxH^-;{@I zYpw}UW|F}+Kv#)^2R-coJm+GApZBrC5#&1dV*~hwi`jk1coC3J>*|UA4NwOE+DSsE zBXo01V{d;{6NBN5P$a}}UNa5CHwp|ri4wTiK}UZkRBhI!=P5^Azm;<1=?k2fB%Hng zUOY-O@df6tryly+E@@;qjkI~yUxGwYoAP^%py2Gx9c`=xZ3A8?^>9ryNM_&)Bc0OR zKQ#4E=5kBpnX|g~P`Tc+5 zOpUIw`OrswQ&@;4tVX;}Ff2Zs`Zeq|&NICuJ54syZ&?KEq!PyEEie^mBc>kII?3kw zoD;444XdZ^_qB%9EQ*v2Vs#J~An&HsMY3qg(YE#k?-t4E3GwyP)IYNRn^%F(61gyF z67rm%M3FzZBeBj$FE#}h9mb-_d$4r&tq(Q+(A=&Jt17XDLzzr5o9T0#feD_Oxzw%+ zBomPd_pT^B+XV5Plv?&`r2vp@jqiN|WXy?QA8 znWGG0lHetD9q-tI$W7Xk_O2k1%C2|}b>=X<1E;7kS41GP6FCCPtr}F1N8E%~!#=7; ziXqvOD6W`xbvR|G2ZLwO+%UP?Z#LRdCf}_-^Yk;aDm1N~M2QEzr-Zv7g8!TpuW90F z&De4n`~qQtNwy)G0 zPqKdV=4i0Eq_Mzpyd%7?W{zv7Bpi3YxR>w(AhrOC9-9Y~(I|QU@jL8TF!CAz7r8zt zZU;w$Hiv*{M>J`WH2kg5qb+JK`WclP7qjZBwF#+5n96L-4``xCUN$MviIoJ!*CeS(2 zd1uG7GVG^#)NVv%1W8Pq&Is_rbzfK8BUlrnA9-q)$|0SVgnTA$YJ`+DSJEf~*9H-) zk;5aPn;_fy8J76JME?OgCy%q-`;n(VYx_VuH{aT^5xONI0EkiQ_^lP*+{3*L9a7(c zaEwCnbs@WtDDq&PfrTSrs-=b@Gm}_NBm=_1c8LOmkg$gw493fso0tGH+on04Mmf~g zf<|X%QV-o=JA8A;8q}DrBt#77fOmiTc4!G;+IQ!c%j9U@&r58_l(oD@q_Eg5-Km%q?f6saOWw zdRpTeH4R`k)i*OQUtS4r(8tGTn>3sN58<&VcFt@O4Gj$pYi-Zd;ee(|$m17MuZ?H7>|a2VujTHs6^m2Ax8^&`3H<&sW3WS zuwMZf_VVRR!h>n#kNXf|=IeE4(jQ@GZ#uU>8%}rsb#W^s7MMYz59p^pjz`y6btYOZ zhW&MhQ`73ryp&W`!_ej2jx09bCNUEUN7mm=AVjT)@{>8wXx2YPxqKcr%D=49_dItl z!0ERPh92&KRs?6!B`;w+3tCORDGW%LnuvG_g`(PRdXSSo@OIX}pq*NAZQ=4E4~fa6 z$W;chV*D;wBDK>^%!OGF@hW?VZZ!*n)X=xPJ3oH>h~_*K`}+d}R%*~lMb&9LSgVIN&O(tRQ04b} zgVl;kN>WDeOoAu$ZPL&OlA^OAGnu;s0Eo1b=(!WISP%W!=vYYe1m^3AO>eBgQ=lh? zR~i~&Dybs~Fi-f|$?pq#9ay=?KCSe+dmGGEEz4)D?>C*CMK z0Svi*{rZ=vgds7KSOjQNO&W$CK0Fg00PO~fmhC``^w`*#bk>?PU=WQVd=R$}kTwY^ z5RDctXQ^d3`u64~sdk8G7w_-FiX}S3RxU0fIC^v#q){8nmmX=~IPWF49d1xkpKIs4 z=H6Pd=|w_9g3jRexz#9Pf_Z!dQwed?qteD_lU}Q|OLZ?Ws`aKo9r%xNc*l+%@Y1Rg zCIX%jHC^2pfK8}qyt{Xo#U0qcUlqL-{_tm_0EgKuG(V++fl77g@%;XUl*GKG5tp@d3%kWlvNmTMotCz5oI53*g zC?^GYT@$+;4KL`uv}K6QzTG|Grr5uZpqLxU|IKlr|Gm)784NU#L3KX=@zbYAfXpbu za3n$)YH5)yp}7e){EO1H$Qi3e8#V~!2e?_zf@8`q4hjq;1vz+-PKbWFy?GNBi*3n? zD%fHZTm`1?Ad%W}zypnV(}+HR(iq}W1;f6H{1t{)boX_kpSYax*+ilvo>tNxxIzEw zQIL|>Lp-xrqcqqpNnrgGoFL(UKvN1`{(1zpcD0s)zJ44rtPv3bUK>?)b-Q~abJ@XI z9Pfb%Zo$f|dmrKLL&BngWg3Pw-|+U!+;#m0#cw9eV@>|!XWm4w*&F$}@4AX)EQr2? zMC+lW(9*K=L|(h2!eidGyg+XUS0)1o4n^;Oo~jv-*4Ys@W@j z9g%XUEeSYat_<5<&jbVyB3YC23gfG)r4@-HLp0&|?C-kMIc1k@-Xbch^VeU0rS-ut z5`zOT6hH`2!ys_0g0Qt$b(*`ulKJ*$gsy>;k&%_%rdK!7N!((1Hghj~n6U{L5?Vi( z{*75M2+!elBn|_&hglzj(;X$?naPB{m&-dHLKn z(h@|@q(J_*I5*4RQYa-GFj{BOj^&TrCBTPtQ2-c{-XEfz65t85q=bY)lk=b_kwHB_*+%^<^|Ot=zQt1g5a! zII|e{jvW?ua|4^P`VY;OE#2KQusE22+=Vq_b`^v6?U?QRhWWIs(W#Fn=r$&sYFz&2 z^&EFcX_zK60^OOI@L&;XZdachS%3cO)VVD1k7|ZT;3a9uF6e;X1!RMa1oL^SzBM8+ zv25TWKYjWnyI|1@MM+6X&r~86ke+-b=doYEjM2V=+!&QO0{*w+SAR1t@w}A7)vG&+ zS@H1T=as=+b2D;0;ZF94(@-ABLlf6NdbZ)=G_FlJ3$vwEP{2E#Sam`Z;9Ln+SjvBA zLvp$X@i)4nw5OZG9!&NqjuOx#oF1{d7?*E_b5|EtMygXIh(PiNdxovwtk8nNf@BF1 zt6Oe@c+&9Fy+`?Uf@mcxHy=QU#!1pa%WVR3Zy6I4Y)UcU`_;M{u&3ae-334V`J(&Y z+)xa6;ekMn)}SshPX#3Ofu{&k5)VojX`-|eWdN(t1PUTG?#4OD%BncEg;XFQP#7^P zbL%2vJ=RwT?#Z#mTZ%+P1guVshBr3>A&JEt(Y8ws+CuxYc}d9adZ zLk)p}Y}x&05R^XjZiGwO&*mb}IWpQfHidNDlO+Z)*XgAF`|5}Wo)4rh-HipQ&bG7M(k?5l#QpusH-ILq-1J$L=7mDH0Zu z0J>}~<}NRMmlC}iemJy(n7JGl6pTN*IXF8zJ31vLrT(h4^qrpmqA#)I+B&hIE+hZzD(+#GZ`cG=T)a>z{S;4GlXZ7oM1+eLca?>88kl1FUW@ib)J27$x_sHYt|@t zHNX%~BKobfssUX%^9bb|@fjz;AD3d;B%Ym>l(ZM+dp&!oY3L}Y;PsegAEU0#v0d%~ zcQC51Q(Xq6L!b(#64JLMT>6jUI#O-OKCP$5bygWg8}^q;X>$wg_!KHTKO5fP_w6hK-cP{>D=w(#KDy{?6x z#Vw6WIc_v_E~GZ>^j&qJ0tW$+!x%^zO%@}~RPD$ScR~ap9Uo}V{9jcO=s~g^h7F*L zU?Ze$ArK5i+a=l?0`u@EgXyHz5{G8jto!(u0@L}RZ&<|~Z5|!g0Cx)2njDD$>=X@k zfJlUh@@COEGz`{myTQP~Kyus)k@qmkYFDl#_EavwtH<;>rXHPF2n9rphn2#Ibng4< zJ4R|tkn?azV*t))QiFmWMl?wx{@@nPse^N=IfG+<%yvZ}uI}zj_;d~Wbr~uwPg;F# zD4tc|I70<$7At+~R6;gav<&t(Ig|sglYy*a)J0yPqdIAo!84OaQ|On9)8LCq@HO-&=At-d^`w50^jh>aAU7WfwdcPLi%q57j!>i5+9ka7bBPK!6Q|$;eLe)Qc zZp?jx=W)bIqyQR3m-QPq6o=!?GV*HR#*-wV1S4*I94KIKvuo}RB`g6M!pG1E(bCh? z(|%y?oBl$$&nHNHL~g}w9?Duj`vZ5wd)sb!Dypk*hr9+J53xlCHc%ngW#7=1z+N`n zJp^!d1UG>qF==XMW-NFnGWEglQ~$me0rk8=QQFf^dTsIY7sDr^1>fH0_ql*2903_~ zP^X{@aCjcl4KK_Eup=nP#l@xdtt^aC*AcQv)YLTnjf|H75tYHc0oj*0N=9o`)aI_` zz8Ql-A*wMc#$9ms1_|wr&VzDN>2umdS$E=M^#x)-3l_-8$=TX$p1UWBP5&c- zcobm7;ql_Sy1Me7-(y_;Yu%g81f*hUs-vsVB{sDD&H(;Eqnm%Cw?iN975jhtprw3U z=5FLaKKiixFWM1wfR@j#SjuGB<;A~;?Z0x4;*%2}6W6_Dlf5$gajyzzm%_oatm9oN zy+1{yD;m3VsbRu<8xzFD1+E4bO`Quo?ue1!y?nMwelhFlz36$g<6Rt7?p)DcJ*hO@ z=^2s#{D%L@xc#2uf6@{C|B;go|3k3Il8|;w$cMz%f`gw>vvxX9!+`Pe!v}I!-=&`pf6FTK`5rxmC6n~1 zlC!HIts_uW6B97(Dk5zNEd(heZB>$UYd}$hYa(SZv99TvhF>e`1Z-%P z;G);9U$53RxPgU*7hYf>Fa&iutGKxxG5qa&`=ZMj|~&NOU3+b=yJgJInbLqOz# z`v?3Lub`kGH;JT#jzTjb`6;Mm0xi+%5;M|38rR54Q?Qx8udB=Ck)I21A&nUeKAj*I z$#v^4Y~Yh7<#X6B*%=t0bi4k}BopEuPzDCOE@aWDhzP}a{oL+OT|GUVo1)zOOp6%i z$iaLN8%$w!5O##<+OQ5VAJrOmquka4t|L@pja+PBVFN?|bJ(&DX5n!!2M~f1;1z|F z>gIS>GH5~86Qg|wZ4LOiT|0IZTTE)h+O4du?a!zsG(12>2dpT=;?N!}d>R^b#Wu_Y z4#*C&Gd`{qwJqievJ$;0oOY#@Ci)`#v7M4%l0bS^?Dop)*w|*%~{b*G*^$c#fRj}$r;+{PdEqEuZJ_+h=Qfo@c_xi;PN zt|oa6*BL*`iweto8dh04M2AN;on)}-3S`7g7LJv)G99A0 zA7ZO>Jt1Y!mb!Tt-%cAv;S4n*od1opj&2-+??>42H)$Q0H)a6iM&8V{6TfCc$ULJf zwBO*gp-h)TVSN+o>7ku&<}!7x!RlSq6!T>a_U+yUS{n!j0BYxWpp};gpU1L zuy-}81XjPL>iiRf!^7r74N)(zt2Il+#YU0CScYJH=!C(RG^?m8D*h=A^Yr7h8$szm zMt`gp)7)OL5D~vwcH;jYoPFR8#^S|`t?!D9yI=}Rn@Wb+jFd=VMQEI`Qc4EzoBgzc z;Zu^+KQiWiXgEd74F%S*i1GW><9kp{GCA`-D%+vcQt^qD#&NDER13|-J*HQzg9SSpr zDFnwFF?k&2`qFRD+@U9%O%iqJ+quPY=&6XOLyrGo0+4`ocZ(=oTt~ z3GUnX^ls2t5GAy@#`rsZZ7PrBqXyjuwgy7NxYOBXm&`4^f1M`%cS}df>@dfn+EfE) z5K1>rK~W-)Jo4Ej^HBDojDS~QtCr(fjMwGnWSk|W(Z;|Yb4zX0p-lsp&4QN9mQv~0 z4F!aSHA>$}gilsDOQl;KmuFm&32%_E%NzBHACK?0oXC?k*7@dcs;&S@{Jn zp1C;t6C!gc-DEdO0*)eCo&n#jUSIsd`NfjOzL?B!Iv3pbi@YWB*C_g^`9_Y;bj3DJ zeYa<2IrzEU{M(M-fgM%JPp)^ocC!^ifdbs=7XGply2`Id7e25ERr<*LiCfz5oAG)F8OqiE$)6gD*t>sZ!B z?G9B0G55e?wo-L>Wn)TRv5t7;QVtxC8?33A-Ejg)*y#8b0 z{~zLL-w%j1rZ7Pb3=jK&DMEMUV}F0`_)OTH?%uhhgy@D_Ar?cNHxXJ?59<0fK&B7c z22fR#16M%V)zL`zGl;ZhOP4C4@NdDn3g}=_1cmAlTDo@joM=l&q~N?HRMBP#`h;2~WFF~~0B2@8VEvl}y#s})Kn?N%4YUqnaEa@Rx*s($ z%*4A697y}Jicqg;C;;lLhLdvk#2lpU3JAEQyH2MEJ*Gq@hyDzONtQ~iogf4L#!Joi zE;vq)wV@;NY{0~Co?@Ra_09`&W$e~m{y73*ZE*M$KvZL)bPZTUAZK;D#X*X*=Xz~uVg zX=!PBUtAnsf0b4X=8jcN_}?&P)Zj)c@x7Viq?mCWd8=deyPQ`!%gncyM?k=P}|% zfe*3V{r^+s_dmK7+;ZB~d;n9#eto?To}q%QQZq(sZ?H|iE62!SSM_X$P&9yZAl~l$ z+dD2hQubJ!=igVx2FP?9)(lVCUs1kOsJ;#WNmjg$>gTMfwz&^Nk+fryjze6L93nw$ zzVv&17CD`Hddk?CXfWhxlk9#NK~7Pj@0kW|UbE%}%*vm3-#4`u!vTpnzFiuE05K>- z|1i?fP*;ET`SWMf;sotjV&+44!gDuplUXy<6PCYb+scsn{=fv>M^`y8i+19_uWB_Zu| z%a+H-t(J#RS4qkH#ful+j*i`l#VJ>sB~dM&Mhi?9&u_1=;s)PU{-@AYfZrmg`=CxB z)*|$3kmd}yk1yF;w|-Uv%ZGDddEgX~)|ejyj7jWEAp3}x0j_d;;cjwbQFb#QI#%Hh zRYwEwewT3@VhhEJSI1#xa2A}4c7oDIT8yV)f1!fthK2h4=wS#Ykv00iu@U(Ei+ka? zCw-Enw-tDp7_4y=+`pAw57;(9@g zp@OZ?bxKEbPY*}3Cf|7c%($SA``^46SS9~ec&Bb8XFi*-D3lDJ+6Di=qA~vUu(QG8 zzmcc^8x$Qb{f|V~xsdcvog90gR#YexNsIjR6F+|{o;Yy>_PH*h^pKDva7vRS+t43N zlo1@XQKdNnUY-1d6X>FNjLs`!c0)ukwS{C2*A1#qA8c200uTD_gge>hKsf6)%BKtD zNM6t-q|1S{eFX*ukyFj!-i!X?fYU^XK>~jNA^h70yKp6N9pr=ua)_x$01iw4Yr*2E zu&@(ElZ6IH4oE=tspiy(6l976MoIODv$Kdri5R&z5V`C%nppql%@Q)m{r`G6K=Fd!7f>S9`_X`S&CI1*gwZZhj zhTQ4#E^^W-lyxzN+sqUi?tEj^yX3|WJt;3|mttqkzfAv@HP2#24b$cG8FucsnzLT_ z+<=h$Pn23>_B4;dxZi#7Kpnk@z$)9M;pkUIdAj}dlRu%+>hyrSY5}lAOKg1+@kuHv zJ%=-+s#nu(yfWAZLI}`^@Oa?dWW{;lQ~zfQtJ9xOD(z;pPiHxgA;BeaOM~=R26F&w z{zZ*8ob?PXE?X=a?)-!6SqNy0Mc0yh^zpO<@z$bz`{RA?!I#ORK{k2yhXpW{f*Z5D1 z1-t0JO(I!Al4b%mo^Mmn8LXAJB!RC;aM=o~SO!D*sAbE@>Qct%~ZOjj_mLK0XDGwa6=4`m`ho1A`{X z(pc?j4Wa2~*f_tTQy(bwKt?b*aS4Ytqb0!h)|@V||0c%31t+{=1K8N?%8&-|=7x<9 zyx;6Gh)EY^>AwINxux;X;G}+8iGNZBr%~`0?nZZicdMhLBh0v`sHFcA_>`Pt1@w?g z1G>QJ>?*`9?tmcDJH(jFYZLEe|EJJI z%ig8Cb`LC-wI#W*H{|*H{7nYas1492{}z<3gI}L6u4lPJs0b982tt z8-M69&~QkOFhgq)j+RrX@S*I&KX0J&>U24}H3`-yhpFve0gkYs_aMkHRkZw)u3mD6 z7fhKnoSN`|RdwERIlt}yzeTQChM^$c~Iil#C)ODup7eNJ~O03L&CJ z8BrlJK13)oA`PT|&(r<==l9QjKYWnudcV)}7_V_0!eqt>oAOV>%8D=3Qn*~Xa~M?z ziTT8UYmc&9>IYpLdHsJUe@(aDi&cXXqH<=UrWLgcrAz{(A)b3HAsPd^UY(2ydl#b3 zdT8i!X~XeCAdRl^=Yx^o7}Dj)baEiIa6wppF%@QOlr$N>t=k0F%^)$Mk7V1=%GoPa zgId1t^{w`0p8BB!2NIydc@8U4un+&X({Gi&fdNgHflxWzv;KF>T)x7T9N--Y{WL)| z0ct53Ve5kj55m^`OWS_)g3v@BaD8?@ks&TU1p~I<`hPyZraN??lWwy|;nN2@reg?a zB%&pRpB=v{SXemI7EsLs$DA|e+6weQ`^K;;CXgsvUW24iZfdu&3 z?H=xNuC2e_GUg_?eehI&;J_z>p&$qJ7_rV8VVH=Iq&~lSWdkeR*-W%eXA^Yl_sy`p zK)a7gNVoPp$- zMc5UZcE;`0M`SnKh!qw1sm=-M86EGT-u%68NgwB4Yxr}f<|;A+hVj62Ux@lQA{yn{ zRSv3{9S9pPgn~r$RnN}9PaUa}ePPj=r=ibZb??c;5=;?kM(`egtZ3~*g!GqLa`U-^mpmk8WgEB7TrgaO zC1n4z(IzGlY1UDki{Qy@L?DR&-mWQCmT}BcJhQpi^m$i(zeLpwd@9!GM~E0xSpWIi zqm7L=Wxm$tn1h9x)BMk~V$mgt$w}M^(LMGVFNUuoj=f~ZN6t(D4-qT^6{|!&&?;=!MC1%UOmTmjKdl5YY+X`&N%@pnp;UNRv-H*PMBl9b< z&E@OAU(RG82(vG4Eh$Afoq-?-JvFXES494oayIcGgkSof9YDMpRA%)IM)`F1+SmOK zbsOX&na;(kv($#2_s%>`Jd?g_mpt=>#xb)qg33v3Kf0Fi3EgR#7!MEWwh9a4r7HJz z>!!0RgIMeKr)N{rm4?Q%u8Ta+z&pH7VhXV~-fhY=QG$tOQsCf1S4RLCF=E6=43JO6 zLnoQKLMHuaY$Tf{F<&wfEXJ&9lE(sBKRpncP^{U`C;|(Z6}oy4<1}g;8cdj3=7!eb zxff7}TLyZi0*HV;D1FqyBaFu^BK;4hx5_UotDhAu?LLn(#DsxRYst8;jP@8jeVc)7 z37w0*Th__vh}zV|AOZV1b5^PbE&c;B;*d{_QbnsJrudJ-KT$vxrhsN90li%TaaoZ` z^P&$9qEQY9D1TSge%O;4Q%5h$V*I-;Kls3?Mc&?-|21-g3K)(QN<*&3Fx@jAY@SjF zaT>aP#}2W|31#53Sz#7Pc3p*i%+(2;hKXH5l@>oPd`9ZPJrRG#cUFel)mZD z9}O~X0kX2iH1oGWJ5Hr;M1K;*d-5Qay>O&ye)InQvYUm4Pya;v%|X_qhLR)h%joH4 zTh6%7Nqw@p_1c2@^H*ad;OnY#>iORSv4@BOLUglgwgjP2P=pdyWUX(wk1{ecs$%_< zLcS69c}3!?Gt}&4k5yN01%LI|O8R{>t!AtGEg?(9d;0hNAm4v3dh{4CM#s~Ny`9ZL%$w~)NBZ8})6k`98BVRN;{mSr!Bm%scCw$TC z`x23Npf`SFT3OF@%LO<~Pion42pcM#8uP-@WEZQk(i&kFx(fEL)at{>tGmA4o_-1?MU> z%R-6#C7nSf{R|8yGC4Or#^=X)=KD+)b5iR0d1t_R5nw*%Mf4so*3nUxBq2x|FD6X( zUI_q(<5N&Y|9MD9E-0(H!yg2EJ&7G<{OofBDvxg6o_uLRX2W-Vbl6-{K(>fyW@J1Ul$GCEW+zscsWJomiz8WZ zIR8Q^15Q?LRnQvq(gmre{oJ{$xI4Y|^w5$0{I?d3Y$4We;H6JYN0&IS*soVn^vI{x zbdp~>?mfD2294Q@WAs|jz0i<-XK;C0ZEdX)1N&Bv`f({|ai#K8#f2ybQX9v*`!PL`~%d2(MBW;FcJp$(lM^h|rY zuhD_&E+(YdP$ZsexMhq`$1e4u@+e?rbtq%2G{Cw{IFBn#M~qMt9BFt|lxvjm=ZPI? z=P)Jy=gI1w=Y;w5TeLEP$SS#J!=9x4YAql6Ev?_#Z>`xYBCcM$m^ks9&DdRS4VHYi zbsoONVUN1;B^Sfq1>F)#%eTlEI6k~tZZoXCy}h$d>1ny`asA>R{<&25$Jy6&nUqT1 zhCE5A3v^d6@1qOd=bW&0FdR9@m(#L1ih>;`3 zfD&74hjR*?IkB^E!@Hrn$FUU0Fm6$7K4cuyWH8R&VU?$e*F|k6#!pi&^ynRK2Lw9( z)E6SHN}r^vK9oZ~BfXoAgz z#OW*2&t0!YMe-0t;3LbNhT-I6BDmW1hUc#9t4nmEm0WCW+G3)ZZf7S)pebd5=w!FsF2>ERI(-5C;f^h|Pc|2};JKY#hMk_c=l zvtv{I`{KU3G_^xegV?WMzyA8)?#fMr@{4y8212nN9_f@*9E&^}w@EKGb@ly$fo+c* zJv!amT4urZ&4)5PzP=ps)-+5E?&{pp7&Mb#aJSeu!w_km5Nk`4)Fg|y-?HH{_^r&O zx)Uc)J|qhD)6o%<{_)gj_&9$Kzpg0dUsXqN-WMOQgDL8hW^qx`37pyol9Kw5Pn=HX zJ_VEVshE7r>*S=fZVTd-<`q142rs4QnHWfF%P;(FD&(9 zdMQK516krQ*4mm*M7$DeMy*uG^zAtG$4yTBFCRSFLH~HcBq1Roq|y{c&$34Chi8Sl zM+7xW;$FJPiN4b*o%$IX?%^$nWuQ9k+O;#umXT>utTh9&(5I*nJ3oV~lYCB=x(G4# z(iJPl(WfqTcDBMLaU7KRya`$A_MJN+sDrA(&R6%CbH!c9LvtJ_a9Q1BeuGHrXlFL4 z7^&iZyWV0Lb*J!IYYYYqNW_fth`%Cc<0BuoT$g!F2#gHi1_T5J=?)#*8FCC$j!*8(3E6+Xj->W= z!o*Si>_T5u6Ku~3A&KTce%ytsH()~I_SDn?+?w^j^LGwHyVR>spSHXRmxm|XV-KlC ziPLN3$f)ST*n54OFEZjTIoaSW3e-*6mQw!N2O%AJE7D#YO>N!0HvKpne^D{Fcm?x> zt7~d5Oq)mex_ftmf~Ki5He|AdhC6LZietJoZR;)SjXRd7`JVD&m13+^^~aCte?aNg zX3d&q>Q$@F*>PIAvOVqBsBO)vd?vHM8R_X#g&uY^vm?H~e;mNcr(uPc#k52SEvl*5=JTbnBmgGC`*6g=k+cy_hbRIJ!bbFg(vq8OjwV63{ z=I2%^C*Cu8qEE79K)7ASr%$_xRTa#dbjlikDXxBlC&+2YqI_}ypWTZ-)^m& zOMP2WRkahzo5`TR&CQO-S5~ad)nd3sQ&Uq~MjHw5b}*t3+Uho71lAijnh+uuuUOGH zKuNy2vbO*1nBm=i?X%!WRV=p_Q zI?3nj#82y2D+c`AtQ}wR&BDm3eY1gma#?W~+f`M)B!0+T7+xq#SMR=QQz6Q@9b&%O zxRS=YI;$m1bTLzZhqPP5&jNcjFJZq*(XkPo=_8~h{Gna-U%EA%kyLZZ#5IFm?t8QghmQVJs= zJ0NQ@4!m$-C`a&D#Px9;@7<(+XCCOjJ4-Rlv=#fFzj+r=zvR86%c3_IfS>JmW%BI} z2MqA|_GZPKlMZQHxk$JKJu7R(8a4&8~FH;z)= zbW4Mw->J%H_wIGrxN)Q53Z+61m;bIBi#y3|63Q0EAx9J_yJV4`u>y@r>m4@wYG`N- zTl-3rfh0D(Qc2G1*IK`S|F)y({J0|~rsvQ4dX#2LNe*|zHhp^B9=Z5U(uD^r68Kxk zMo0PO#Ey-hRzdU{$K!j$y&(y-$?2eBW1|}$=4oN2tg>g%o{H+~V7iCH8ei#?n?5C< zD`7?)2$w7s#4Qf)9(+hkmoHy}_)OwQ^(ZYNkxBg29`x?io&*`fi%#?8Q&VyUl7}}A zl;}l$uUll;jc^@*=8Qafb}UDa;#V8YzsI-+2SAqG<7_bj{PVJz!9BC)|>k z%i7bgi~QBpOXz<|0 zJ$DsvAFfN4q&sq?24srFk9H-eyj&Gwt|aH+SFUppS_0FJpH(Gpx+`@pK^LaP2Fp>4 z6gkV6Y#T%uk;Xh=iC?^esv6(-e{%uibwD`jjwM|2^&ALE8YY{jU%wV3xl=WAl2Bx~ zC!hm)Co&d4>=E?lr;4o2kIc3z)mmhD@@vQuf@JhJ3q1i$>a zB>SEdmoHyVrJc($I%45VmyJCwfd-ZFp?k-Ls<$Q65j@$q6&+3Q9!AR|nR;j?u06+j z^Dd0&eQ3g)nws6X=q|{73knLFrhmwE(^pN>uCk`4aP%84x}k{;Epqf06C!R9Q@7%- zTu}vX#$8EP12L9d+4k3rWVs8cU(r$H4%3sm5II#@JqZ)DVbrGg>oUWJ>&Eq{nx5oP zSohzH7a9_$Wy{)H7@VSZr7n2O5kGzUv{MzoBx6({YANyqTvjA%b221O&hzvSy+vff zeSZ@ET|rS%rAH6(n^Z6HI3;`wlRGsjd7$kDmTKcSt5rlq$(K!8W6qs<9<>wa(CvHo ztjIcJnrp30M~__-tX)EimKaf<#_4Gsq+utMWxO8+Fbr7`Ek8g~ zPf0~(WgCg()%E@H$SGPFcs({bzWX zqARJZFrKL1J;@#9@#nYKu^Gt@`r$D#9Ybw*&?8Dp)Z?Wp0Q+o+Bq9VI z8|B@JBDsL%FGt}mu>kT-qZ@pAZIco=VjP)8xm!0`4UH)CzuVd_?7`J1!3Lq&asqDI zcklhAa@n{GCtZfAf0%4(U18dh#9HVl)h3PB0}pT|?Nsg0pVli^_Mefaah!lipdah) zJ>uQE5efY-^pyCe zrw^uf6{aA=xfkU)nzi4*=hCmF4L$p&6G`PKsfd}ov@vJOOx;b}G&mHtmm;v`4JQzTk zDQZ}%jPe^>N8;+LrH=fRvOzsm7Q=+9+4_E<7KJ8b0zxPGoA0nq$OW5jL-Zn~=9ZNm zN*!T+B4JZf*(!&bGs*hrUx&!?*W~2n{1OxU^c>?8j7wEjLu2@=Nxz$#EXax?Cv@nr zgX3)1dr6Q%%VusluWJbd0=#M~q^N70)~tDu)!TdRCJTd!XUbMxxpu9M1htUFWw^49 zt_mGl0GH8+4Qp~8JKB<9rCdVqfG^|#MUAx<`38|1wvg`;*Vp=Ix6AeGQ~U7vw0_g5 zR*=@|4j!yRArNV_Sej`z?tdEGd;q4kbq(3ou(cKs#k9F|cVYZ5FE58CR-(uo3m!L^ zTH(n?M@Lmg69wY`oqxq$Dl9ClXh2ls`3mzr-MV#iU%wueUSEmdmr2<9s;}&-V_0F} zA&>f>KLc2^N+O#LBA_&70%qm@xBQi9-zypNSt*f6j~*v| zo0ymw85v1b2JbMEi0U|Y+wcBp5RUw5q^{TtNNqWFsuKUO%j+AXMb!?LwuEd#i?-#g zbbfINQDXJ$8_|J{Ok3@OdhT^s%%TikU1moE>mlO5^X zGKwi9cfKOvlaeqWZ4f=`VC)hkT*5U6yIZVAA zC2Z;=$jkd8A_`5yy#S-OGnJ8%H-0%6Oa^OAADxr3h zWBVA8#c|RwPm?=kwQwO;#y9Pn8KQ>`UmQn)k}1I4R;dvtsFApG6%`dZ3OBYZ^s7By zTbYrPq9AIEp)orvP4R{}aS4KV@8)t?z%31CQY#>()uKgOnuYPS)lGCHB}gJgzQz!` zW0Ib$``I6rWu#kfx1kdJW@nC7q|dBJ2Cqv?RfyuJ&z=p6iqb&TD(V)Z-O%VSKySgJ zp@>D>&Fjw4kGON^_Hy8X6r9OtS3IjaiX=nv85tQVDcQVS=ur!6=2X1)ce>i$>*MYF z_XBtAXrnjfSTKKv^^0w&@^LkY4j)&2kjRUOT!TYGa#4mp%gCCT%paGe_O;u#ZOp`m z!m3{qKa!qR{4^u~z*g0T+1nPJGAAYyC=Cl<(9Qx3iN7qG1EyKi0PW~=-HpPNdAe;Z z41O9Mn(*?*)_GO0_&bzv%(vJUt6|Xzdl5nuCG>>q&}?SFjyo%R##UynGo`(%ErP% z!gcK&4A9e-ciwGCk*^Xhr#m0+(lwVAD|P~BR`N{6MSR6@4R*{p(}q`ri@}!VeSKe1 zA>nWl1f8K7NgMgpYU!wH`7cjDYG}#N8tOB>BD=%4nLM`6JoE~AFrCeTjRQ|XkTER4PRa&PIDS9 z)~y>N`L860iaGbytDe?3_fOOsy}1k1;+mM>pN_*=L2ZZ(WpMDGJxd$800DNrEg87T z=4XLm@x9xi{xLE!SzhPgSaBw^#rUAtyoy+EY&-UYtcaNydMAFyBFEMD-Q6r|>?vWl zGoWLS>R@SVdlo78X3Ey%>OT@E@6`nOikg~x1)ltL+POI{aRLHzbNgPA+s0w`?4g6k zZQZ&RX|D_)zsUJjL4hpcTAa$dPi-$23*8`^6R%!XM+;p2GIOY*pzqqV~PtIcL(%umNJ47AE@DJywJA;CxOVoooE*)mfcvN-QrP*u4rcFDks2*J> z)jPSm-a97al|P6?OqmRb2Wh1M9+-tnmAqR0-?iZ^`q>5IwuFuVkWOT%c;@IIm|)qv z(_-|?;w6Y%8=$ubS_S4OUYA=7@sZqvZxde$2!UyoNI9WCa(Mgf!z_ z1+#N9Gm)&L*`6X$#f@LkxDt^|@z4j`&HG^ru*f{+PcKi!#rYA!T)0Rn2a~CSk3>b) z9Q-^G6p}~D3>niy5fPnL>}SsGYGZ4=pK23t;67ps0ni>GWF@4l!~FS^te>xY!+$z4 zE4lSjV;}9>+3}?=<>vZ_J_QyGShUI%7@6TPQ|Jtru3kL}LOYQIG-LB-Gl~Q*b$0=v zgHAuo067<*9wmqMi2-iSG>qYVD4x=kQ-2Fc!xI`B8U)V0@e9>tt8Ut+<$I&YRVBk@7nwvPi z{j!KwXHwR5{X?NKgPNO~UQ+|7OhS|ZE8tl* z1+Y5w3w=96Jo6D|X4A)yztdrFHggg94HR#738nii&cKy>L``e zg1KHRIeC*7^1L*GZrR}>ud?#}DBa_P=+1BvJijMvfbN-75kui#90vMhFMiEz`BQt9 zw8oskL;H{+VRNF0AbogJ7-HShT32Nph2dEVrX`?gqKWm-B{lIm$vfw!>LpIUQ?Sk% z5+ZSNeh`GmQYR-1a^fj0qxQgjDk@CfKgt*68Q5>wV639@U#90yV5!?LUPQ%=^0u_L zCgR-m&=ez>Qp^YOYZ+WP{`bANg$W3IdeRBdT@Jlo=KLw-O=njXl~S&3`SX6ALfF7? z0IfydwyLUMm`OQlA%X&l-qOLds!U*kS?f6i><{R|ArceDe|-Tll7JF#<9&FO+vVkv{f{*7YyjWy-6=$nkDnbW-FYR!-9+P3Y;NPLNv_d z1+ft|fO=;oaK-!>4jB__b;9uPGx*kmaIC{CaXkGF07*Mq=E^B4JddbePb_u!ef>- z+$}2Vtt*r{$N17Nl#FI>@CN(b*4IvoG6@BE{D{Wqb0lXDig_A*My%`7iQ~uX0QiWT zSTkd5G2w6}8JpLRnTE|Ws}f@7S;UPwIH3>0ZZE94bwNP^%;5cP1_K8QOZxtuJI6)4 zdU+d~m>docX4%3N&B9UwT*UTyiOuMhjcOkfl@V^m@SHes+coUaj}bw9Qc?(-~68Ri5@pFqL;aOY@l83*%v^JAX7j` z7IaOLv|avutSvg5){L>v2hru}fat~+qHft>G-Sy3j0|IR$)S{Z4t!tQ~F# zoIQK3P0yaN*p%35(`@`B4&Zxl2G>tf|6Etl*;qO6e!hn$mnRNP0=Qbh^rWEzUIxjq ztYT}^G=U4R|N2r5s>B*dn74}GHdC+cCJ&ONQAmPu2OWWUf)$_HcWHx-_&j^}DuKO+ zaxo-108JhhIZ`t1+Bs85lwVk(1UI`KOfc=OjB(vTP_a1DIcUY|)U)1U)E4+?J+R9l zkl0>ns`Kk-_8xdTXN2Mcyz@I%;|KT;TjY2<$=_d!&nNycU-0p-k?3dD!Mm&pB4{@x z=w-y)1*TqlXz1k0lc8mH0vM+(%I?V|8rrn6_(SH5?a}hG>OM8%a5wSMyluJ9Js$EW+>iO)v(+)kW2)vJI1_Iw1zG3Rpb<=#`DYtU`?n|JR5 z$QNUE!_!JUEUtAMMKXK8^KI#)M^=oW5mh`)Be9#gt~obv$}s#Y<&39uMQlDz5IH(! zZtC^xqrtpGsgDGk2ykRe1uv4pkB)VLn!$3SX9jdn4LR2b z$$_;`yLk0~V<6qFdv|eyDoq;}H-HXJnbNVdlj#1L0<#$G<#th#HM3ZpR;{}G9MiQH zkas$cI&pMhHgAd^oz#I~Odai=lU6p|lt69Rb|>~#xbvL<-l0c5T*lqtu9ZK5(EJ~j5}GIJ|LcuRT}d6 zm*y<4L&{cHS65YabzLq{|9d{>zcl52mi47cxcz>eXq)=R-ma_oCN=~EArDRT4|Z~P z-oY9^frE-7RP>yH#^!ZulGKs}ZqB*dMrhN=e=4>@5-RhTDREUE&L8ZzYU(=CNSOX$UNtSn6!zxLzhRF0wgPlhk87UKu zoQL!>U!I?r$1djE3XTXn9WSj`<0*&$Dd;6=m|V2x;=~g`j%27oaL^ka-g`!`_<6s# z!&f(bS_#p0nz!iem>ep)@~LeXu4($U4zxQ9i7vf**@#yqUhwa$@4pG1qgj~l%dqaA zoa4yhYkLaB8)rc-SOsd#e0s+)tYyY#N{3Knq@<>XA2||&oKo_9gxk`kG6))(V-VeP zG%_;h`Ezxu>7eOJ0Yn=JT!e%LAF6k!j1=G3z#t#&TgoNd7zmvvdkjFoU{lzp6Fp+~ zAGM}GWoM_|&EA2W60OWpw;*}hl-V8Loatn(SPCf&AITeRPdJYz}Kb#=>aR=E-o%) za--pYu_ffz5}`x0v$H$>bf`^5?2gxd$$O6m zZGkA{Gp>Gqu{~WGxhQhTGI?+-QW3R4D4#Z-RL;npTm&Be&`gtJ$Mm4alK62`b&QR> zg59`4)FqpY*w*ZY^jCleMg3l6d3%z^&i^WEL{}#Pe;oAAO|?^}?firfZh4oHT?fPc zUK%UolI&V=>(*ipvgziZ{b*oz;EQ!)KTITRE~i|pck3eMwdRmZ%Vku#&7gVpvo3UN z+B9wE%s|?b!Ii#~m3oowJ}jQS<$luIm(6S&QXR5XjcZP<0cUT0cZ%(3!EG^h`@#MHlHqA#q^-T%g%q8l13NKDi?pavX|Glbms|{pI_Di z0tdQ2^5MNf%8lP%w_E9XQ%c#eQQCKqZ=f>sXhZ0|bztEEL;R^kc!{XJc5)dOGp-U~ z@ZX`L=7^^w6WpK3kh%XIueL0~4N;!M0#aQO`ITD}_P!Q6KCD~X~ zdU_^vEzYD~F`t-Qas5odu9$NjNzvt3HyE%Y zRl->dw9GBA0{^9)nh^$4P7Do(@hej+hJ6sYF7~)R1TRp~O5mJo&;w@H%keiUQz%+N z(DG4Y3|(I22gXRS6F5E4N3?rF)#5d4I#OxAyt-kxnkxxGG%cDV)&&H9Q&&}u0|bI| z-JX!pEBWNjogV1QZj_9ye7!d{H8t$%IydznmR*`Q)fy&@&X$_3MT0n&Zrr2s>jDK0 z69qs;&OC#@bHuHr<&-YDJDWn41L1hlMTIpjfslPm0Q;_NX&eZ)%~qOc&j|2KohK(b z4EdGJdjSS?*3bZ+u%MbuZZ7ma#Y{f|hn@CzhJ~;sKCF3_btmSC`HiJ__M6GCq1F&G zrS+f7!`<9}d^@L?b^h=1+Ty%(=cHQ~wuHuKG_Qs4BXX>$(T$s&ndhNNe37bH*|vx? z!(63!Xt~cXd4F#hIJi2@WMgH()Y6=t`cL}q`0o0kZd6O#mi*>KwG32ex?uhvS+~?T ztkQ+Cs$I0SreY};X2&7JhMicO{r7Nij9v(_=L9m=eTX4G5&-Kj%^CS|%@=*wX5XmD z$Z6c*IeAl2u|zSIcm{)kIL^89P!x(g1O=%z6IR*jjf)0Qpkb8R_OpqV=`m1p|-2HvN~EWbFs@5r}_@MzQy zVR#%YtQGsFe>kuVoH=6Y5H&j8wPt^{$SZWQ1UA6YQ5c^40vurG{5&eu){5|v$SQ*x zhqyPs#QA9z+3gn@@3osZ_%jmUUR$^RHLF6VEqX9iPFKC_^sqPtLHwy{XgsQpY5Rh$ zT^iQot;af)Cd^r~O7}P!o?c$4FDc5zH_$({3u;1WF=v)j`e<@kgh<^kep*_3WNhqI z3WuM3%nLV0?E5?u)%aDw#3m{Fr^5kRv*VPU}+Yh=uOD)k&?$17q6>Qw8g2dsVB%9XOn+8X=A z(zR=g_s0$o!Za(??Lz!$R;Y2b!=Sl=vn#T#?(e$5Peq$4Mg@J|bi>XDgcY%9r*M;% znb4&n*1D^x$p8MXIcHWm2)Gg%>PNt)lbOK^2%g)T(0b`*RNly#)qF%K7=#bq%HlYbZ$8nHz)`iznr&jmQN|fFBVpUM@!x0e| zdYB!W(3XBwNEunAU`rDZ@F;QF^k*E)4Ic^n#9&4*n~k>_5$4AEM6*%#^FO7=mY2b9rGhDkfy49b_ zkFqRRSnh3c<8Q+}Ne)UN!Jm;A;ra#S4NFjfz(Yy`g(<`>vt}Kha(kbHejtc<*zmHt zlBZAE87+Zp-4`2M9L5u>6l_2E9&<4R6_lhxg9&b+GicD>K5ichvp86k;Oh$p#?@QmZ7pONmBeMV&zH}i-GxT&xpBbS z9gXMTzaNgk!d`70zkqEHTfnXfGoZbM?T}D%tychqsJcD91Jy1F)wsT(tB(_T%IpK7Cq9 z=M(3kFZx+g;8DY2dJ5t_aNJ1tBqDMGsf12hheAR-8zhoG?yw@9Ut*cU|3pW~HHG3s=6&TNxw6xG4ns#(%~>o1a2Ppes~OK; zyHiLS1_)&pu@LQ|+ly|@VC#sKL*iz0oK(n&Q7Ms4NDE?QDP`$fq0<90QSQw;J~AyFYJ>X%wBiZwd7Dfh#9>b{0U!_c>AziM#F{$a08Dg zB-8}hw$D=MB2cY(>)WHQvavPk4Og`T`u)9}bYywl$z!D@ zR~%6hip_}P2=%>)okf!eFi@0SlB@9IVP0AWNoC()w z-lFW8(lTDBnxTC=2)&}`dHGVDy~A=>Po{l;G}T=6qJlKUJrE}7@@30}yiX8*HM6Hp zQ%1u(ukRbT|0#kxA5$NqT$W<3s-?A;m{ztWhH5{o^!SZ;Ji>Jg$7Z{~k>-N~KKoO9 z=b~pu1wgw+TIh6ezi)q^dh?#I>OS$lQIm@dv?nwal8vM7P7Uhw{Z@Bz4xr%WfOBDk ze|~w$86>#WKSLpIj^ZVAW;uPWA-$D7u&FTmG zq29EXp&fu!o26RFJ%n8^q$n2ygGG-kr=W0C#1V)WANKU5rKkIYctBa;v%I-WPBOLb z`{SY)w>46lGN*Y?5sBp8I}6=#(2=>d4a%qUFZ_s%22W+SX(0*}nB5}z@wCr^E2a_P zP6@XF3eOPiCr-q5!`HeJBuiEar9yrz!bhcrEBZh4u@Dcbsg`p&_&TTD~ z4{*`5&5vnOB~C&5+d86@LX;YL|9+KQg^CK1iXA;6l{-^T6(nFltdY5wBHIxJHeiE97+yN{@F2v#?t z%OfjfT-xe|+U6_F%<{{N(7l22vd7}8Im#;F98W4nWQ2B8%#FRwe{E368|Aw}LtOG!?C3CH&(-knlqXZM*#vADA(3#Zz7Bw2)CW>Rx$uNkho>M zrzkki^J@AKwN?}-B0JKU<&l_$E@%F=jf%SA!D>@N7V4a1&&e&A27K6^DYQ-F7vHroZPx>V2?Y|uz3|9LIZ!YWcyY8FUOXI}h7+~n z{(CD|D@#k^aKXbNU`l#i?<7lC*IBdADUC_IOZ8pz_iwS6{*R{ugN!uw(B%>b7>}!1 zYZaWX?6s1jz#qB=yF&YlXNe)im)&sSco2kG-ml^?D%i@{2ZQz>Ja{vVDF|`Lk4xhV zFmt12Pe5D@cu5(!lWU04Ce7`I2||7pNEb$#0zPW%k{r`-)Y|$HaN?)Nj@hvB{KwYW zpHsFTt2AAH@sGh^3S_dJQSl<7ycYVjqNw4b!sAu#bTlkLS^XU_JD)m6x7xt#)UNqMerZtGQSGp14Ybr6%d9z587W#s=u=JXVI?hPIhS zUM;`uNHC!3$Kr7d`hJ?dy+6D=9`Cj^bU`4STtj@Oc?G9!6a0B3lp6bv9=&^J(+}AN ztb0*aQ%gVN+H87>V!|>$hl)$y;@U!-bQRzaRz!P|1EZpL14RxkPCZ(AabuZv&uv48 z_U|9^e$p4}Va~x$;#Vbuc=Gw;9#C9ljK;N_^QBvDfwkU%A);N>rJ$hd@|&JyO^qNr z1p@VA6kd^|yobbscj}?+%%27dDSC_=M5fv-N90ul2+08#X0F{J5 zu)uMML;~Sba%b#`QkR&II@4#^;rSj*b=uQ>+aCBVo%L36_C9ojMNtjJ;~+rt7uRPd zmjN)UBiGtaYaEZ?9s6J&`BEp`&au3Qd0!#0gvKa;{``FU$FETJ2FZOb~Z;(S2S=$nr?PN=bjRtVZ%h`zWAi|I$pvwh8Z-=%DTKOC`BOCu{i&p|qozA=`ub7_002;I!&k9_UO-78d%BzFwrnBu zL!1A1eM>~}#Xg6SB)V|uQa%q^H02lGFfj^GSYt$q`}?CEE)DD|>;%h|h<9uC?>pSryr~+vM>&b>49N>jO~ks;JnbO@}Go13Y{?FK;`j zC?c$1`Ni?{;nM+Qg{u_-6Nso8ts*o?DFa09=(1L?e?3fn@(xcs3oLMn(@Rg=Cjf|u z8HW$n{?9I3?lXr{l7fbbg~L=-m}P*(wdebH@07zgDj0N;A7X5r2>;8Lu@Nex7hGmE zzNKa%ICv)&m3f^zYK@tMG~psyed9M?j99Jq?D_Nkj)rD;?{2FA zmB~uf4=s}MQV+5pnk`p5?8M&ULF;HVCC{@)!JnD(@jHxo_uowr-0w_Ns6dAR8j4HS z4DqWnWhT179bYciHKrCTF6iA!p#Ol(;D4faqVq&)-vJB*LUl38O!PklL4%vx+9k@g zBxO}xwY-K+6rj}2w6zx+Gw?HBRPb)z|65V4dg|!IPcO!Bh{Q~vfj!aD;JN%02 zXnS~7=jXdy2T&{Mjv3Pv#Vi!^P3rYeT{^$nlu^?mx5D!pZR}#Mh|$oY$(=tu&h%U% z{PF(HDfDPDZl+kW7fRG(|a1 zB>5Y~#>HD^P2b!TPO&s4R*PSNTH@_nUCQt@+i zdURn|_hG}nhT^%yi-+zguef;c%q5-jj>)uiM~aeLSlAAdWbFF&!-%kL;G~(1S%GD# z8jYXdDQ8o~6h0%MEPgZw{O22r~dd?g*N*jrU9ZuZ{hJm!MW0M?~pySy$A(2LP z_2<1fYC%0jX^#m9%tvHKl5R62Ehf!+r#O?FR1MX8eQU4H-*;We2*3BfIK`-+cCEg) zY8ojVr4I|k##%dKkEd>E zPfZTykpJq{jR%<$cf55nva%*uX35oAR=l2czvMYoUH*Un^`Nc~d~yjuXo`yv(ANY! z`BCSmlzRX6ZNCEt4ovY71JEA7Xm{q2OZ2#XrGRXEopL%UD=Rl0$V#y+se5^^t;|9b zp*o;!5gs<;p$p-i`zpjL0sz67LO>#%3cWNkCPm%t$;qzK&DwAVfo-0Am=mP0(>$|c zW?-?67ZXU#ykD+b_y6G-@(^IHvlnzxZi>|nc+!&H@O5G0p#chQYWv!*zWHF-*xGi6 zG96T;=Xy(}ckW;i=s36i@r;dc74438Y1p_bURy5H@1m|0)@&8&ge%E+Lbhlq&3nJ} zt#{12{Y!QkI@X=_&bCz++hgymuI@K$_H1XmwNLe%lRq5nxW2fm&c0ulB_LId z>3RM4?P!&xBB0|)e*t1J)79t@^rOHWlPJLj!H_EA3yeAzGB5|pN`EdU0nL@y0ygM^OuXW zo*UHEK1zCG`K^Vc_Is5{hPI}{ix{w{{Mf|)t4Uqx0K3nQfDVAhW+hZ`ETu!WXNPcG0WZJWcz>H ogl`X%`Zv$@h~EGIm!A*Ph>%_|<3jEiF(`1n%@pgimQLIMA7~4xy8r+H literal 46284 zcmeFZ2T+w+n=ZP|5$!f3Nd-|spp~54h+C49ktBj38Htjy%>hsl5J?7dmYhLR5fD&v z#sF-|Ij8e1{AcDrGiT2HbI(lOx~DExT@Awi(pu|%pR~Sv=j5d5*6&_Vp-||kXHF_m zC@YgFl;vt`SL0u-x>$DOe=DtzQx#+I z`3k=Gv-bIhGPiYiEyuOsE9gm9(uQB(Qmjt6uln_ETO<73vNf#vt_ z-J3o!x^m4LPByl85nK`y+6F1=*0hTG6V|j-GBOX(J~{ZJ%%7)y-1^OHItGD{rUIM- z0_jQ8S+Or)y}B$AXxrED`Yrc+ zn)z8-+1k13(eXjIMGb9jZToS}$>k}HK|kbgtfm{7nI4?z4OT4=6!dQlT3lpf5_e4f zWRN0Y*3>aH6*?SJktkx@^K-bErT*^ktTvsczHhnL;Q04Vba!ITm?zqFS2g9>Cpx>h zY;Ydf#3T}R?8a)xuh-YCcOD4z*mdMMPT134u&56`RE@>rXU_ ze#yM5w`$Fr-d6ke{e{aZdswdB{0(>E{z^Q_%4v*4a`r-Jjo^_Z=Urwel-1Op;%+)S zJHzj=xT@)WczFKw>C^c=US3}Qy1N{Eq9gk}J0}hXzsh^IiBagecAn#*g9pzrGc&JW zzg|H}>B%N$v7bXNw93%>p>IXX(F*$=935lSUSBe9%}%RJ)Ul|a?3#a(Zq^)87q3xP zSt-A;u;4gSa=>MFHLUUEJxK`V#jk3Y`g!QH=m_cMMPv6UbBfrE{Vjw=57r+aIN zoIkgg0-jh$PtUU-KWv1lRO>DO$#(VESc%V2xGv4{* z$E(?a9Qick+A7h(+#i3Ooayk9AN$Da6{TO|&7lx>_piVHs>yY*E`NIDMAc$jb)bNm zx9%>1M2C|nPbS!|S+mCE)6*l~VR!GY4Sc=BbD}VNI`mbj>kKtm#8v^<#m@l4kn<(p`#Zb4qqA*$jf-y6t+LW#i-!Y!6J1F-QC^BHBpZz`Wjyi4Oxm$cld}{cRlpu){2p0aZ%zm z_;e1J(r?_9Z5#W+izTtEJTTUxJs;QQFR?JC=dw6IIWzUct2Wh0Q91sCGG?}jRmWYG zIJFmkTpCTaPNGIeM$g2Z(s8c+IyySF(TY;zJ+&#lJGX3kxmjZB&tOq|6+ExBt3OU> zWoDl7#%M)i{v8q!P>~H3C?Cx#SeP-%TbSuJZcGlJnH)@9v1Zei_xHCqr5gFvC1}Nd z@LbQiv&G+iebOl=QS+t3nEUKp%bWhVl zRWT^F`7Tb|d9*cg{8$A=#qBICi95Bg9m7Q2&2RkV`;Q;CV?WP(FpD>dNC*iD)ia)XPkQl3$+^E2x=Y)~9*%d?#t(sh{|E;eq<&BEB$M#wTu z&(6kbWSEQC4+QPt(T*!-c9NN$98?WBdU;?fUyaYaMQtm)Oj1rIy5LTn8GDW_RN=*A}K}W-}~8mW4y(Zl&`n z(SIt#o?|`MU0wV~fXwa0#Khs5-o$1`r~b71jrgrhun2!;{T1QLcu9Wanm_Uv7o6_s zVQ3BUF}(;F!w{!f&3A2G8QRiQgqix*v zM`46GCufAbd1HMmYa=et!Ok4LrFQtxXr^rpYN*)9vm^x}Dp$^Fei_{L({e%XP?4 zWT3bga5C>*Nug}Ib@Qf>DIUOcHY3a~hi5c@9oO>)1_mL5>^cRmc_B^%!s1h3Z=5}I z=21>g4x3S#A6HX`Md)t6E6=e=8y|L8g+JIWXdZ|8tjF_N zgU_GOjrZ19M)b2RPThINZxV51&1Q~6hp669f`j8T+FdpFOZ(MmSma$!i77D^=q(p) ze^R2K9Q)?|`%?)C6A$JeZ0GbFys+WInKO4=O|Ce&q$DTvUHyJCP_H$|-XA@wyw@pm z@{~9F^Ii89q)gYws&ekxQ|Q>2GnntghMN>&WcdB}7abk?{ViFFvd{RwV3wj0Z|BDv za&>jJn`dQZ<+tlo!>_9c8p^%)UU+g?UBO%F)oHpMsp`Y+Hum4&-D}o<^*+!d-)Phc z~ri6_usZ-M?_?Z<5?6l zbdq%P17l z`UEXSef_X>^VS&BiCeR66)#?V-qO;dzw7oTJ-yM~$2t2C{$bVdx#@dNw4!l!gvZgN zN5{G&Lpk{PYPzPTM``=#d9GyohKu7%ex9rSoME>cFG_KaK$-E&7Ei4lyYg>YBR^0U z>qk1v;yIt2Z{NLp>0E~n9U`R-(|YiynD8xazu8M!Zdh(UHhQCTL4WP`DG5U>Q+H$G zyYlG%PM(C!Od;H+tYU=B;}U%ZJSQ?kY7?|(J&m~!PP@2p6+3wS63TQm3vd1dG*H=Z||3d zg@5+9O;2M;~CkY-Hv-m-No z6LUtY#*A`|5;Y_w1ei4~fxR@oAY}^Wbw9PU%s)dk{c_n34@O}H6!E%&)*J$^Ja+S+ z4HUGfm~`;=_GV1D-<+g-gDu*i{F!$csye|}7|LwddB^<9AHBV?qzz$o6l`o#@hAmx zb0v-~BWCwAG+x+qmSx7p#W~k2{T8DXZB;zkiCR)xT52`5dj*A3ycP^EQwoby-g~Ug zX|ORhQKvu~pljxYwT6IY0smnUo1c#WQv4FLT3TDTGczZk%!p{x3tStz=z^t<&ROTS zFdE88GeSoK+6}{s=F-V;>1s&6T=pa=DDJE;hq|goR!&YV7SIe99{;6xYXcV~=f`}2 zh}rG!?Z^8Xd3EX)e_LuQFNy&T$3hq9q}Y9^;*MiU!hTqcsJ!2eFYF+&&Xe;XH#hfmKF^MJ*V*_mhFOng6!%=+ z&4($Jf%8X>9C;>m^<~?&A9Udn5iz*6rUJKu{HgC7KwG|Wca(V9^*2QyzqS6Em_stT zo!Y4LCyG6pstrS3A^?t!hrhp{em3|;ibdJVDp|myEe_?grD>r*qum(zhtwJzGaOgb z?BQ|uZqmXFN&5lKG}A@}ENbQ1iGDIS`kOQ4IaL#$0J*mcuJ>dRlmk$HCgGAzDhkkC zZ(n1|g>0K>ZmsOF?&`=`%`B_wf@5xB%_io{TT*g3SaQ_=rZ?FY48hTrczy75G% z#B5xMW6z<$BY94fby$Jp6U`Q}n8V&-#7 zEo8+g$CBP-3=B6iHdcePo6UIcI`VerU^jlX4MqO>^F8yJ?gS!}o>#BqriJzJn9cU* z=VPZH>`(@hS5D9rroa6nER4;pIbGJar-mT^IO~inUyh?%DdHK9H|TklR97p43)wAe zi{Hn}3bx1(jztjb$mFCyTi#4htV8}9Hzn7>2e&T2ZwVgISxqTy_eRkTYWr4nhoGEy z@7^_}E)ErKJ`F1H@a3royW85@PM*d^nN3j=qvEy(?0C74+Yz<6$xGa zelx8dJ>CPvco#~TU~X>i!%Oe)(-R!WE*Eq~GxypTgNnGg!#{jgwU3ng^H^kNWp(yS zaH}O10s`Lt*4=I7QlNHHN{RswM#yn2Dy`ou_qOLkW67Y)k&Q(kD=GwzA3y#Oi=nf7 z_cBT$9edG7+HDl9uksm~w6|{E>dvBtR6nHWU7r&qTJ_?@ns|*2xk$O-WQUs@r$nh| z&n|TgEL*6i}p);+R7;NXEVgcCfRkfmlkH5lN`WbBBcBoIm{W!1d z+_hD!R(0RnseP~y0$65b(sJlY2hvUIxw$km&u!SrU4u2{i$<1|l=POn*K>TJRU_18 zB487X#92VW=DnM zP#Ee7HDKvW&O;nUnS6b%(cF+jnHvuhcTxd&IB#j0BqlDtbUb`Qrv(kersL!9cJp;)}v~^_0`7oCo`kE*-^CU4jHOXh1|uj7v8+$+~6_+s0O^63=X<%Pz$ zJIsz}E~5bSS$$nO6_oUz_RizE#!P$rtEpbyt@cZ|M-k#*j^a$d{^#$$a`!-s(DkPj zmJACo`)c=g-`n*$D=BiGmFwo1e!IBL{&%;h%QKlI4p3U;YCp!@(ppYAP)u97u!;0U z^7XgJpT{I*`R7h@&;&oi^g`|tu(Rmd<)?yliub=l~7FS~;BCF8v%MWkMM$e2=iNA15i>Rz%j0&dT zH!Xcf`G+OD4;jC`jSiM{(+0HU>^o}J(bdJSqk|{80MJh5H>peQ&amshz@?sivfX*qgUAl({5=qM>_+=rb5y}_ z>OkXB>-Rc1ImO~u?|XPC1Ltk%duDC5Fy~PIOjNpCwR&(SYv75_?~>ylJ+pUC98Q^@ zc(7N{wBb4W`NE4)p&NvnJ5P_?zkk09G|{Th@MyroyBMpTp!sciP9_yW!uVCPsQJ-= zI7xCx?te+Scj{yPr8!Sqp$eRN@!|#KL{IeDSMT1P1dBabd=)s+5d=RC%bVQXvSrJN zvNYONo(3eR9ChwZlRXCf0tmHneM0>6=g%1zf4ZXI5PXUzMMc$CMa^z=nbfLH1O#^; zzQyd&@pyT`LLfS}EN-h){fnaZsl0)ntbuo(8~lCqCG!eZ?gq$2XsR+|{U-cbq1bSE zFe9kV9x6&T?nF8F+OT9woLEV87nleU8#ojrK80%jPHt*W{I`q3k1Y!3Riyn6e<392 z&5bqE-e@_|WT`+vs09MBX3Q~dJPO2nr7`((Ps8h1O9~a#x|h(E!f$QZd0{pm0*oVW zr1SgtmjEU`z#%q5hR|*J4LuJr&z`T74Fw#CwDSI0m<&R>p_{6%ie!JG8 z&(o(p8P%VU3bPjdVY)CFkGiCcULlzhCRP^RdwQ}WLNiDhN!uB@He7n=em1s-xGfy&$zhtBn&ukv zKtqY&MjjMBv#5naN&1NQHmF33qviED zYyUu2XWJZ56B!58*=1z$KpQ-J_N=$f4}K>wQKfWK_3eigPAbQ$)MCk5#TjC*LR@_m z8XAi6*bbt)xG-4&nc`FR_|iz^-QBJxrw=ei=0a|snJPnVyoRcGsx?gxU9VFp9jnu> zA6Hfzr=F7Pw&;oykoISfm~GFKqc|*$@iqq1MG;*Dr9LPX(}f z|KUSZpZ|6ShS-J%HH=CW)&R%(mp7rtjYF|B#tg@hpT||k&u2g?#@P;Wamk_zf#n6; zOpjci2QtGGt&L60H&#?Mcam&%KD=+=aUwf|3xjXdi4VWqTBnyWP;1v4gtegzm}oQn z{ZyJoySA>bZc~b(*N($#&u`vbNdN(s=xb3oP0b*Q>5i@BPk#UX_Zd9XH2sn-0Px13 zzE<}3mHl>{?Chr@6hipvFBQcj^@xYsM z9a4x~G`}!AXxyHkca)bm?aG&Zw*5`Y8tJCz^Bl)byU55vc2tg#p(l?Eq6V4p@EcM= z++3zR{TGG0Jz$6jT1sPhm=(f6>8<^Pm+YLNdh`(^;(oJo*d0R49M`@L+kQ&N+eV#sz z!kF-zHk^a_><7Fz-T;)lee2d&m{Ue09VOmjpFYWu%Y=M9gHaf-QIv12@virk7S!=S z1#-EKknz*NFq zZrmLPey9i;qIPQdN7|+L>wBM0O@0YWL?*I^a&0JXmo;!HWRGW|yGM)gYi7!svS@<@6kq7cLJdxM4^pdW* zTJ4aIVjahOcH@T#`OpNyaLGh2cQy3pGi&0bRyhsk8E)043cd}%vuJ*(4zP_X5#u)Z zgT?NfFB|0Ap3Pc%alLdvCT*|)f>fsps@S%g z5v89%=<2#WCwmC!KOy%$6S0jc=Sad@BV>+f2=u(RJxWKwRln{(YG7=Jvu+4aCOpXhSfkyf;p7s zf?zY3FJJD=D!6m!4rumEh?1mA!iu}_`qHg|f<@OrS4a<5*4EWH8q;m5fPesEFH}`k zbqo$BCKfDQ@E!wGn}5B5LcYmi^GNaNEk@{%85)2QXiAw|Z4vRi*`{WtPh|4fjmy_~wb`X<3s86a@k*M?t$jQNIya8rc`GE{aQ zW+)eRd^gc$C*3cY!++A3O|_nZ#btWk#z7^yS^cc+>@LSX$m4bGT*sOrdGQ&1ddgVo z+pMjRt1i?z1-u!v+i3R5`#14x(rl)xj>oKZTg|-JW*^3-25sN=+uK!v6BhZ?r@c)D zyz-Ty2aUnxYm85tMj^GqgN+8?vR6{HvrET34F{lcnfi9eE>`1QCZB{iQ8wQC4T28;GF|?V5aG0hX+}ssi3_s3I5pm!#t5l3t zXK7QOQwC9!NOb}n6PPC&JQNvONqAJ7cpHsBKflh_Jz6PQspy6;CUEZr7z)y&_5-OJ z+x4gYa_4Sx`T08EyLWGsmqycI-Tea5=&U`Yi9*l7(I-Pk8kTNLh++BR16v?$p}L#E z$=EGm`V^%n{Nu+nm@qQL&Y5sRu|_*J82xw=jY_G&)#d%WcRwLxDx$YM6SOd&H^>PD zq?JZVss$9W9r}7KJTg+lZ4s(L{5;6jOL|@d;vo}-1fGGZE4NO*^Q6Uk#foGVmLRf$*WE5`jEJ7!Ug>mSn6# z_*vtY%&Q@^PhLPJ)alr)=XA_sYFO8#e~mvb4Ga$tHv(q3b&j4)gBF**>z(>QnUTM< zp1uO>h1>x;`#7|vra4{U?>?2Zr{xCm+IbgF+}`*l)u@`t`nT@fF@YTexRutOqgT8M zf@hV8KO50KA@rR;f1Xq(wnOLz_)*7gK21SE!L$oY55ibZ zIEORtr~b!U)t>GTA82s+s=-Hy3J$`35Ptnm9_<ccXjkiS zUO_N)*V3{wX~;ESpc}+7bZ&-kHW0|Pp)`K*#?z;}%-Zv{u3o+BIP_)>)+wj&A;r@L z^Amx9#c>eQ2%^Mq?ZcVLupN|HsV4WKsOSWl(CSxhV}-4|$l|r@2QG0O%$p?gZ>OUt ztTtfR)^xw1ic!NH=QqNtj@xat*nJKad(_FY`;eB2j@JvtQswyZzu=A~lIAD?39mO2 zev}EK6r^2gI}e|tR(*bP0tzTA@eoQ%N{FonXbO-#)?!^5?KC+cFj|wKrGYhD14Vxf zhJ^{5<;d{xc?eo#O(uzrV;+-;<}-i8FhUMfZ!PnO1vFT9-y}I&(AL~u2T7lbmZ9% ztYT-4>|`!vnn4d!%CR%Uz=+q2-!rctL_p;kzr9~o;*L+JzuMpU8^85$6=R$dE$ubj z<(@;sV%;rp_3856Yd&TOEqdOvS?F^JmX?SdKJj66C4~*zg_EDf-j0HA3)yPdS4DP0 z@6SK)V#cg$EnseLep8iP0j1^gN;OO4na^-cYkNi)wkTe1=_(u zPR`h*vX74+Ja_<5wm#>f*oIA;{7UqzAij>)EW+~P(8YNOsV+u^6a!bBs^j@sc@})X!(ZM z69cWW_H7PQsPiIFX%n>bV&EvnqJR_L>p1pvFAN$Ef)^uJ@|0X^`WIlJ^%&G(vkU;n9{qHGrIoYKJ#mF zK5`()92tZQV8ctz5Gj(TafBE=fcez+&}Kz>H@-@eCihM0*czC*;#MD?+HQoGfO*m! z$Bpj*ToSzx6)W9D2P*$F0W%H=4-O6v(NOEbj)Oo&Mm3AT^7-J=_yT0XcOrUYn`1B6 zWkW;StYcS2a4c?x#BuOD4vq9UqUWO%pUoaV2=-g|TCbRtvw(7gUU_7;Y(t<_#DK~E zqK$c-{r&MIK7}G+x9j*RDXB6T%qXyqut^v+au_&IRa2r%s;yiN);L6=1jx zo*ld+1j8yL+EG<&GAwj_VJwq)$%)P4VN+96jEUBml*D)?9_YSP_oLwG?1lke5h`g> z|95$+aq$H(B@!Vj{rJ&RXc5YAExg56x5fF9kr4$Pq~DmRdX^Ttt9G3Gh%)jD_dp~a zxUgkugYmOEc_XEqWY9pbYhOui20k%C5pwMGRZRsS8ARgTR}8$l&T8|L6FLA)|$;<{O9-gJ9U&46ug_#&0?Vul_EI+LjBl= zRTG^&i@=_K7DmP(T5nnRaMAS@Ye@P4jNcbEo>*eC0Y^`v|DBbStEgr+`iD|U`>AN{ zj}SiD!F3_*-qr&+<$Hq!ka;3*5{v3n*W&!*A;-yqcyK_{?~pd~!}$Of_+Tr>!@ML2 zs8y5n!JhiWL^wP#fTQ3q*^3La@x|3uRnS6Ni2w!8iedW<8dIBNZ-F_52VZ88kCl!I z%duzAp8#}<_qOaOuC-vhvm%z9%GtB`@9*F;?w8bkyOQ{DNHC(__Y;gj=*`&AFHLZ2 zL8c6?J%D$Wp}vw35y2Qxfa-V(=3df5-Lx?K$$m*t#z1a;uHkI z6AiW5qCgoJz}9+=@inBq8Gy+p9R*7xtAZEi1~D4sC8ooc`r&LDPeB}%R$6R?eY=Y) zmh+OE9Co)~FO+!vY*@r{NGuTfR3FxvRmYh-)&!+3xm>q(4?+V0)K-Lo4WHLs&>Wbr zDGN4$FQ;MkKyR-JU6PduEtn`c#>O$FPY$tme=zx+Wo?Mm!*Qr-H4tqan}snSBOuWI z{F^^x+SFSUO?Y_}R1*%>gdlW=nluwtEDq@k7@fFK-X%F5W%aY zs*fdV<)nu|>bYaR^tfCRfgCtb6ad_$twm(ut=qRbkSLY%Wc-5OWXfEU-H88VN=rtY zHYRVn@fUh_XKVyPY0$UR-@biY10@)ISO&1tKQYlFzw5DiTm$jnRT8!1u^t*%?)4r6 z1r%kZT~V%U?fNN!d{-2lN)Z@}Q0eV+3cCyltj5F#z|@ zdVT2>M9#CQPjy#e?04r+mNxyX!2NbM8(nmZ5K)^*bC5rqctmKE2zpaVQ(vR^bY#@9)-u zW72kARPV}kkbe~@K2*43I;J~5qfKFYq?6yUf)OQ04&28FY?8Phn4jHm*06l47Q@ZP zXk;XKG77(hdT>ZYgCI&ga$mvIy`@#?hp45!z4x?qqT_#g08ns*C%@9VAzXA82g89b7s2_TKW)$WYMvt zv@|&#MVn|V5PHkgZsQ=O?d>}MK`P3uZOy8ASJF(siXr5DP#@;gW40WNXE{t|G3;fm zcQcYxY3Va1R(t2O5`HWxqlgIC0C$PG@qUNYWHE0? zd~n%N2`vbKUjVnvCPb~+B0cIx6>`|L3S3(U8sgu4i8r@jG|yOGZY35u8(eLI+>kth zM=>u^sjfh0S%M4OISmBeFq;s;3;t1AuIuwYxJ_OPv1>q>*Ufbo9T<7{?mb3iYoIEq z;{4WKGIem0}RSrhf%Q5{x9S^XBA0hn%h}Zlwwu5=x=`; z3S7RKSu6@g_aGY^TfMI&Nl}0^*ph=e+#ot0^tXAewHeUQ zxMD3$O~%#ielz>KAt9uSrX$QG8dE&d?WmdPplit>-tTb zD#rOAEya(3*P^4N>y%FlO3TPRfg4evj`_Zwo<5o=R>;HJXFBAt{fpL;Vau;e>$a zCApB9ZqYuF)Q%>afG(@yHVBP^%?Nu2M4Tq#(ue{?EDtE;Gh^M>&7;Nd-W?Pb)j%6g zY1H@$h*~F`F}e?jLbxj3q`GO$-TR2yAL+w1Va&R$n|2#=sEP&gcweZSwKa-Z~4}Tqfi?NMgBQ zaUtjQ!(F=8eJE;G&_Ox|1`?o*^Xl+UV#&`e&a?Zpt}Bdn8_x#umHYx!>MZPzXkgq~~#%x|Za`FwNYd(ZUa)uKU66$8J^|BA(K-QU5aXdSe z4yTLD;XI`xc!H3ZCYZ>QTmqZKW$cR-k!s+y_=ss0VXf8T zBd}19;g1xc!xM}|Ob@cHg2)EYqSR+ezK391&~)Ukk6Fm61^* zllyDoGM9-)Ly{;>yEgpYx%~&`1}Az7N{AmCD^wy*Bp9)EfpipDZK~iLMB;(=#0h2) zDIZ#gkwAOAK*#_ zVx}bhijcAWRR4W~Sn*+^@j(nS0#2!`H4uDo@7@>4J==Hgj9kOwd=5210U7ZzAi8eM zLYR08$d}`{{*!^v)NY@Z7EU z7XDRTmf3SHW#FyKXIrwNg~awDW)j#0M;%x<29G!fSsij!%;Js>59x7<#&vPgU^zs| z%f{m2K;W6IH41zo&U&e{} z0gMEq3E}B6I}aTz4-&4JqrNg&#s{G8GY^#P0t(1H1DjlQHIdp}`IXO-t1EB>41t1z@9~dmi zh6Tso_>2y0r-AZCRzBI8QFIl28YWi?u}D!>a*Eej2w?VzPc-N~6SgLMVF<+Qxq+%Y_tZV)@NW#q||Ct+k- zArk@ic7rj0GXZxFqXvXdLI&_98*#8WOh7q-xfz%3z^Ge#9i{ioFJqiq0njIk6t4!h z(_}QK9FUwR0pos83tQpQk=DbLn}?U=6-%tfZFYwauEZ7)ki8I~g-djAECV`w}fs@vbXF##>JHXWbyXw2EA1~g8X1By*0T_%j{0) zwY++DZ|;&*@|Byl@GnJH#$QsE^M<{YmKV+aIZM0u4(>v5%JL53&d8HZe8-JY+;blO zOIYeZ{atw)wg>{tDK_kEaAhRktGa~-82#rZS=vIm_>#0S}t zCBTLVSVK6)-2=1|Y3$UbGIBXXi))k4MNO?(N@!48HbJ%_|4b>2UJ88wf8;yifQJt^ zf&j>bpY`=dB7(4Ih+3USrdW(K6aBGBTcf3O9zCjn&Xm+kLO^jhCWCluU1#Do<~*#bGJ*g z7(KL?Y{|pZ<-1r&A+3mP=E3A6spFa=|cB4n6Aqwf{4d2@cN)$=JddB!!l2dom1hI87vd0x!@=yF~0z1c*Nmi<%^q zK|182M?M0FLr1z?Jvm;lQxC#ImL43WP9YjR>o^qVXt%`$vbF&@UV(m+TD|+I{@vu1 zlnou(ziu2mQ9Dnm)5mlO0F~UIErT51m|qg@_Hl*nQb2-kLKP)$sE1MDxu!g#@iN$0|#QrL$ z>=73e^H|xeX_L8lRCtm94uw-wyu{r4)24#yE(WRsBs42V4TxaK;@BVESY+NuLOJLLZRf@Pd35S9IY+cMFHPD% zkL@kA+DG;Ss;KyZqFy#DgJ=W^g}8v2g;Z~%1QU9OkrB{Cswo~lM6J0ZL_F3@V&)7) zB%i=Qjr?9Cq(nf-x9!|%XvVwo1a=cD0ff{h=@yA*$t<19-5D|SzqcZ1Fz3d<-q>tB z(2^x$*Y^}fP_KUySzywC$*w$tc)Cx!EC0=qMB5{Ib_6MYZ6z_QNI|fT#Pq$x$nGF< zaV;2>zBYQw%D@KusfaU^>?fq>C_op2doE;Ig=44NI1pc{{?U2*j9;TSR}Skp0Bh6; zo70xkfmKyXd5*R&Gu@Fe4_~KwVQbL_FYG`g)O_!W+gGr(vyr`k6GKug;Qmcxt*`a& zAT(waEbWc|9RgB=*JR?ppGqhyS}O_Bkyr>sU1GbvpahyVVWC4|`I_X}~w$DO;=D&AAI9BNTzx1KDnU%{I+NOdE;}5qV|JeS* zO{?$vuUq=Z)0O}4Z5|(Y>uYt&RJIM49GX1#({k(iT#D!2LxxA6{(k1#nW4y+QB(u% z=a%pIe5*bvo!ur~{we6#R%=F^b8E7MI9?jjD_(zj>-*)Exi4OH(yhFA^GWmdqQ(MA z=ZY^|cfMH>vOizDvM8moeSSJ&T%G2i);BNFn}cmi6v{33CDZ8nXA)VaP_{i=YO(Ie zx03Bklyg^p#ckKiE^Vs+^ToQQxa>i`C6MvI{_u@;m+;YF?**XzpB(7_f)B_26&)A% zY1K~6N0`HrSX13dB}K>uXH%`g?w(=s==*EgQDKBuXIQj<0?N%xLm|0>{^CPqaZmtZ zT99=zvaq&2&`kr~rv2SYn4S6_!;{B8lZlea{K>rB`HALn5$r{#xXadNzF>HspeQH2 zAG)wT#ME4yo|;2|wI%1Jn0x^_!|ey#7=l!_w1N>mp+QkCK~<_k@b=+ueh%PFOR^TR zaY`aB4Qbwr7k8MSAuM5tq_6|hC066LsrtIC9J6b_6WO)(3Z$2WE z?9>rFUj3e$XyNWKALF7}Het}=YH0Z~K|-(X;&6#nZ!P=Qw2FL~DuHZ9pq%2K1e{;2 zUYoRDA3sJ%MMZ5ryq}7cxOZ;Gn1!Boj{RVM#Wnn#jLL}MfFN}QV-XP(!vXcmEjSzd zOv6yVZ3hBup)1l@7Kd4^D}-qsgzx1#j2?9u>6jaflq`Q;%p3@b-OD+S++^TccjZ0U z7;pymMIC)2z0+v9V6V76bY|NRl2N!l+lepuv`nakcx`R%^!J?wPqEvhqfBSPYLjSR zl8CA?DF&vp1J{-JAjT}?;4m%ngI{`D1>x{FS%`Tzg=O)3F~rP&mGI-y2|=hr1R}Jt zE5ZVXmEx11@YaS|P5V|`GHMCgJux24m2eCK!I0|d8ThW8gHM(E#Q~>C+FL0(<=iC` zsAy=~Saq4MhK^+?rVXD--C=mPy$=&Fq{U2(&s4-aw45`8e_;~ZZdpX<(D%A{#BFiX zEv;;8!H92S7@%2JUvk+7M>v3pGIv;L6$nxzvb>s{X<<}BbQCAN@ zo<9sZKXO4nY*4X3J>bb#JMgE-x0_o>0Jl3qBcqu#fGr2IdlML;)sP)s-uic#>^|z= zVe-TK3G^G2C+pXGu}DfF6;TOy!MGR+q>zj@N6yWXbC$sp5alP>23MJri_i#ky14xe zwk`2qEOg(gBO*AY5xjUPfMqt6xJVggS0<(lbsBjjO+=Wa0swnHO{0E>#8C=XD2o8n- z|Bbi_D|kpyf+W)T5p+Z;isem2*dRd6!KwmSoJ>h|ym0`D`T)qH;jmR~jdN^!{g7_! z`fCICM?_jkpd`q3raKE{yBA(oJva1+Gp<87SUMmLd_pM*bep>4_7QoO0=a`kvrbCG z>W;|G6+`~yBT~EqYN#YnMO5``uVDMHd3JY1i%qpGOLi!X07FbHmJ6!q&p*z=V4YZU z3Db8>{#Uo;|E5mLZ~k+&L^rsO-%cIpBM|0@&~Mk~KvPmu(nmbN;%6P1Kf0Kw;BH@GfWW ztPbxv)TECX_@_5EO9&xG`_WKxwy_WW;gIiH^<;f2{5)UMZb<8~hVV#3l&2g5N(fFn zO6RhcTt}$T^0@NP7{al^c1fQD@=Lu91=Tdw6>HA{FMP2=hl@aYRYw%8xaJT(Q<#3j zJ&hh#S9f{#eX^TU7#roRJ044QVb@s0{otj#nB%}(N~yfWCB5D;0~Pm}97C!bJ=4cc>G*9dn!I$<2@e>R-ab?RGpeWDKDkP(W&Zil?v zjN%GA^2g*U#N5Fw6U8R4C>IGVWih<8AnW^mPBOO*QC~=7WJn@mAa{8Q>9xJOi0O4B zK;J*=G>~-wkJ|#OUI-g$&{josf_zF&_)|*rO4W!}-` z2-u(E+j`OLHZ(X^04sHD4@fGp23GQy=FVb+di&2qc6e{gM!^=#6Xa6orivvYk-Jzm z=-vrOQmqk(PyXR48ll8-8JB~pr8)v1$pEdMw3;fE2Y{uR7tL$P2~Tdp36Y5Cg4a=* z=sF&Ygb+I^Z=gqcZB3QVUA)3`Lq*n@8#GRx>9e4tuNm;cLaDulO)@|diw3o{6_$30+t#0C?(VxkA(0pJl4gc(s^m6ge6RYBKcTAn5M_{3a?Z?0-$f zIv~p_wm`h3iJ()3=qDh~U07mr%F4>#`m|vC3P>_3fGsUnWn6SEORMLAKP8qK8m1pw zJq?&d8a*JnHzB9aArDGQfY8-TD{RR_OfpNtv~gXWZKr+Wt<*e_8S@1?&8I-YLA?P| z3@$eB!<^~q=|S@E(v3tO?OY+e+=xX_irj58^D-52o8CGuGRf*^FW`CxP#MO0YJ30w z(+{|_4;D<9Ta5HuxQUVq=&0rP1+%RW znZ-q@R#nsk`>8~9MU$aDzp=^q$(2-94Ux61cr3*n z06{AMMKf7WQ|~ZAmmw7L3D2YXvl+PqQ=gS;8ihdrN8J|Y4yz}#g)0~Z*8>Z-QM8sS z3N-`#VqSNZT(YwgsdDWL z6B)v@eJR$MW#+HVLaa&;WuYQjqeqZ#i=4EKr$|qfOrQW4RF$@`xfo(noe4-M(*_A% zeMESKQSwHyN98gYPjq~+xRc!`@v+Y~11-W3#Xm7vkj)mtP#Grj4np?MnLia9&I`GK(G>n_WlyM zzCmcw2CzQT^e~SHNATJf8ZKHE$vwR3>6Lun4BTodc6&rIj5ujwFYdl2K$eA=AphjUPq>`&C zy0cjxP&cJ$lW2{J6S$7%pi2Z|mltMdZpUHW`*hWbnMY0Bm{o)J>>Y;K7o0Lp?+(BX zS@02F=cyqv(n!ZXpAhVBAcvRWKy@P9>j}km#g-w9$NdPp{IB^;uPHATWJoD;;N4dF zPcRR8!Q4GotI;fo70ypz0`3TB%ZR>YdiHj z4wjK7%A!om53bI#po!@5NKRX^Zwk%4PH(!wd4sO_MkWzH1mvtC;I(ok=Rx_s48gM3 zbP%jZ-rJ_X$@YddSmrY%VbDI~c{7k!0L?w)O<*1}DiuER66%rW2p9!m83()6wET2| zz-eo2@>lY+Jp>$VyX zUiD=|j;s>9zu!~o3-1P|gXRR}&c{n#+>DKnWnGtiA8?nuY zV1O`BN&xEop)W{c$wbGK9X~)~!4444iOge-Q~(W3vW$3)1>#Bn5lgD?rrnX8(tPf@9BBo=2a7NiwKwN+HomHl>;2jP5SZIVFIu{BIe zv<1aAOg5kIR7}r0DU+s^bhHNq)+~w*1Ju$SGRS3#Z6*!LUObW(|-zEnipoCt@zcs}A6Ab~mi&SbFu2&nWuqyyp?W{MV8!?pr|7*4FmK5+WRm{=WV&`TPHj zRQqoa`k&Bw|F8LQ{M8eJ7!~#mNhc?Bw}A<^lF+sV#f9vV#O^Go%BK1?w)9VqE%HSX zI^=$Q%f)4d#aBK{=CPb}8MJRNTg)FTnC^V8BVeftZfENE8<}JOtecl_IZoOA4jyMR ze8k)4ua23iW@*`Rweusp;dmlLVJ+}Nc|y)W69Izf{)E~tVMp{8uhVk}r8)fhY&cnR z>Lo@mXmh&7S2XOjn7h>9J{i}->y*$o`olc-H@m~_MF;inO3YIVIr*X1*yv|Xlldh_*G9WK`pwD@T!p<-6W z-ddgaqWNIZc4<}p5^HIRaaGusNv_M|{u1tdqG&~k5TsOTn0H6XR!Q5M^8x6vpfY)H z9Dseg+Y8)69J&I?rI5Euwog$*6mQmGg!tPHs6iku-c!Shw?*0# z&@B@p=8)H{gYHc5Bhk>~;!Gc~2o81E*PYhAtS^-)fSY;?NyL>QG98$LOJ z3(|BMucb#8$eSP^*mct62ngcq->^Oa(1#*UbYfv}3vV{O$5IA>m$1hcyJoYrw4GWu z=LuQEn;8z0D84s&l^Cho$O?Ib?8c|eht72zFv8v~`0Iga4))T_#DOV1J-y@Y@&Ksb z#I1%SP~(Yr6wp$u<;p-L2_f*P0N67#yXMP=N@@+$^(oO%@QxU&H?CSVK*ZKqPNX}m zX^4X=heQ^U#1R(MG;Ai|Cjk}lA*1k7^!rvnAtjv9U6#F&;}LSF;n0e@H{hie>VsKOo}+jdj^Qq}3|R}ZNsN1 z8h(`6KcOWD0Oi_#KtkZ(qAmE3q>lt)T1>alBr@ow$TCan%)ICHFY0i;bNDsP-5&9b zuB#`~$^#1)Z6^pp0HzKu**$JKz$M> z^EGjjq4Tx_&BDR6b_u)_BR)Ka--m1qo;)r!JFB^=VfB1x2LgrI8Zqle9_Y;NL$cf=Sn>{|)fs^4XPEthK-%rUj3M`TTizb; z{x3sMy)8vO{}FUz8*Jt5eX8fF9$8Et5vc(AFb+)LhmvVrIIDU6mz+#o3c~b*tSd?| zr>*~8IXQnKEwPh;B$#PL;OGJ+kwJm$sj-7F0mvkaiFwrK=jRsZ(Q;v=bFrf%Y;(Vb z%Pf(M8=jF963BVv(n+L9U%z<#VC~1v?`G&1XK(j}5enLP>1zTM$UK zzz5yq-*5k~@@@a&eollSce9fI%C?Z^&>V5<$V6$zXicDeXQB9Jnd%R+K5RF#HFI`0!$>WA&1lXzz(+lm6=;N%X)I7-Qgwo#5i0@_ zaA~q-1>OyLRgKQVh(D2!YG;KA$`|mZ#9ovG6d`>Ph^7L1w|{?nGq)6ztr9VzJt|@o z66CNo${HpHEvJ3n9BcA1h-@eFIThG>r5S05f=ft#3Sb>M3`mzF47y13`GCaK+|-VnCrE=vpa*PIz6P739;dp4h|+I8InTKv{?f z95ro7^0=)A9jKHb0Tc{I`e{2 z*r_3qq?MGFFQW`6D%NA)){@>Z`Dx}k@?HiI{HH&Q;F#`Q$NmGqo1s<88+6p|BlIo5 zM3;UOhWI53RiS0Y{|<@R>CLL)1<*^(dLkvX9K~M1ifwSZC{t3uj;B}q%lPyOiBQymEck(S^1oDGd%fDC=P_ z&-93YK@bx4w2XrJ{?)w_KMQ>}f07WN_;qUyN`MdAw6}NtL!E`U-jQ!9+?c)!pzD`+ zJyiRzz3cIQJ!lLBvyNaJekYD;Cb2kOY4P?8u8(3$PaOT$Y}+zmy-@<{>D>@3@L@yl zr1fhH)|CO22`Cc1pUfa>aBy&Vvyn7BWXVw&B6ZOkz-8EG?z2Cjo-fQi(err8X68C+7uj?F+<2aAgl^XbGbj#0ZMce|FfBq1^ zWxROA|EDZ=YU9v=|GTga#nx}PpzLtvXg(}gl=way^nn~ldX{DgCCh@Q%DGn`c#5a$ zzEc!fV8S?&t59}47VQ`Xi7S&N>znEeMB(%5I_~0s8Dx;;!-yZ$)(=kygPJ?ju>Lvj zmxKP@h|JQ6@OruUK>o|eJ?7f)k?x|W0)k+ft5>!YvSN6Fz4weTz0wfD=Oy_7sI6F; z@@|`N?T!V)v3G>?ogn?!;#uf^a{QaM>-(o`{Dp+@G{|M{CJ~7LGqA%os%_GI^sB?z z8vhd!k$NyM?16nuf*>E=b8I|UkvyE zv}XAK;x}J#q8ktg=_K9VGQe5Jb0RooE1wmisanGL12@1yFdW~%ydJ~Bwp;ZD$q%l? zzfO`Q2}KS_k|MP*y@|RGPe?nm=<>}5bG|bHSDz0MxMvG={s#XpQZ~0EA%*&|@T6^5 zrAR90VS*7Aq>#YO6{7wlR70}$_%99DTSrv@B!b=%s^ytqP|tY7xGdqsiytFSz2NE) z3D~;c5N)}TrYL%5$O&yg9<*X4vnfJ^cD2HD)rF(}H9xnllp3s8-l62Ko`pm?YyB1r zX#&=Nq-u4mS{hdUY(!opWFYGSA`Z8i0iOpTw0$I$CyBZGnn>g=lfg>t z0V8~t55Hb&1qM3{k1Jg4ds4;{-O21J^9&PNB-46+p`^XzXY^3j3r8~uKPN*NNb{6csNjX)2 z^oG;zE&653&v`rgziq)7fL*SJKmXUict%T7vgyC1X_V2in>I~=PEVTZ?WQ!w`uFWk zzR&#xy{*Wv={J&!Z)Qkpn8dj(UVSIpoUwjI~H@`RTnd`pC~k^2nq((VyCodbu##$n&TFs#WVgmfa7j` zKdyFsc?Vmg^3X=T$?4np;pKuYV0;X)Ik^?b5+r@)&75z`_cvj2c>_uOM7W8<5O9_dmtZ(7aYb0nqLy$*vScXJMw068TsMByih5)p0qr-t`8 zR^7xjAd`YG|IqLM%fhzBNlE{W%wc|5poq(}%}>n|SM1MSqd$TBL~T$L@6pC)vw%T` zs0hL>kvYxJ42AVESmQ3*G}7hi63u1(B)Vhf{&9MlgK` z_G7>1x{xd+Sek0`{U26ILi*zX$#rB!?nRIh`n~_i+fX{4!C^XSv>=gi zk~jdhc}h3ke6J9{!t*}nog85z{

      s@D0p^W%p^Q6Xp{_-$r30dL*H+6`ZIYwe6Wp z)*2s*TbhdN7PQna5Lg~n-w0?;%*mEkH3=p{GT!*#YVd3AM2jfd`ccU?-9|)e=zF#M zT+H(3WyX6Ob7e*sAANmxPw~0iXNV&ajqTDW+tm4~uK$|Y_Vuu7?WF?3=ge5z#&^SW z-}LYAx&?%r2effd?s`<0h?mFnlJV>9fIRQ-EFlVj^$=0BDO^TA9ygNA)Rgk7&G<>D zW(@(vnvqbeIqU#JG(moeTTBM4i@5ANkb&(#y$#wVZ{w7~M+&Qngt=yk6@p?<2g&!ZQMI`ogTs=6_& zH1M&T-@fZ8vsnZr)F?h59encVTzj`oAp!ZYkT(#2{RGdCP*KR?T7GnC{lk_z?38Dj zPqCwKjlCDuXL)h+m*T%l;;V1gNWtPIvXzeCF??g+O3X zw67PBWx2mpGW}-}7BuVG=_P8~f-q_K3g21YN7s=Ozuo-0X*j~IN3@Ci8Eitwe@X>{g52Gj5)*6qg?sQ3!F0po-}s{$l?S{V%q?7UH}0 z_KT!?`M z1^lJQ9Dg)s-}0iHM~R9+;FwpRa%@C5*-p{J_=~sGYis#+1->uN{xnMaXg^DSI!xYt z0nG{_gFs1ljd}Z5N($^QVw+$**+xHV$O8x-c`P33W6{P@^|w$XyxnsSE=fm*(0e%eazfP zbLI%62R>Orai=!Z&SL!L)b20zJc87= zhjAA0M;&_HK~uXh0UODwJ*4ey+KiU&#jRdvQGTGJ+s|}BY~#%imWnvh-D4Go!*9p5 zkBPV2MVOzGX`X+nL#o?b3v?A4;tunsL?jdwcywl>jQp$ote9+ME}UGb-0ayT=<<*@K*QXnJI;np8LkQ(~&Z#kaAmc;iFMl zy~77f-WO%+Vo}F36d;BN1O;^s^N5kKEw9EL5qP#Z_$|NFTKf>^Xn!{{fT0D`tReWQr?^D?|7Ec{hJBrvwpo@ zjk0KzXcmQh4*?Ra*v$KsiOUzPBFZ$^D!1r}6Tv4DA+Q}$UJ4o4M_Twt92qa3xY|^) ztO|%=RiDwztp!~+j=AIYT+6F3j!9R=$9FxT-1&l=fSn$S0S^vpB!X%#O!KVYcA(1G zS{IG`Q*(DLMW7c*fBBfSpELX#Zxjm|Q6Kge3Wbc?eR03tQG<)OT*o-Y=&9e(x|~AT z%9z~wo2{e=??2qwaaC&VB$2rUO0&MjewO#*Ip5x{e;+v4W|Jk7?|y5G_Mo`XLajPY z=q$zb2im)&#*4zWfA4!ykd}{cye8^)&XKDUM5H*uBI@itNhBRIeE4748{pS&28h=3KQgokt18WGK9M$IQgh4^eZpDXJSs zj677_G~n_2#cHb8XMHVS|EnmQtX=-_(T$^xO-q8RN=#cm-*7WEH4+Ze)azO#y3GkFwA9W#VId&R}keC)#M%m4Np@1mRwmlB%Q_?Z4V za%39%@6%lOr$CsWkgCuWm;q#p)mnTc1E#8V!w2m|QIUPaOB%)9D($ae)gR@(vM_G5 zTDK0d_Sg2_)LmO`pAZ)pgPKrY?kN+R_lk-l{hEKes-C}Op%=FCR>+4D!-j=LMn!#M zUALQ6p8AsQOn;k-ukHknGCdTN%O+#d5&swT2i zh8>u_e*LxFYcRTITU0E~%{$7;3E8$V3gf#!fBAC%_U+Ao{`^@A$mOner|Cvb2d%K* z2V@oYV>Y%Gdv#k^D|cJ`T+UGlE^=}*{`m3ZA{Q4^49SJ5`I<1s9e8)6@M4;EA^&qd z?$Y~I+JgZ1S5@6mQzCW$gBM15i)42EXrlESWFk8lmzeTjSWi?CK)Nd{Ti~Cq(yLc5 zJRwRKe0TFuoSVl`hH=}rZC49_o`Sr*JmLGJ$|}EEgS%tIY=J8B(9B?J=o4z~Tfs^b zxqHsBwzix)wFB-0yU(2ySzAud%H3V7Pw(Dhr`)_VR-bn^e98;vp;mAJ%*?Fq?WbeW zAcQ)UfpTQR?cF=J!As9_&6IUBx4g8p#uBZ4!f#X+uA={7vB{B~F!ZZj6ce=O0GBvLmNgtZs#vvJc-orA4Nq)TZcQIMRk)SgK*GL#hwJugzj>NeO;F(+0ixjWSzqv z*6}DPC}4vh!)KZ3O>MPj-#&RJb)RyE<|)6Uz)&}l6>}FC9lgA~RN0#&o`Ia4!U2{8 z?KV?AMyn`iRsZ8eO3Fb${9tf&lg8{Ml3y^XXV0Fi@%D{!D{t=iqo--uZ(+p{lbWiS zzVE;nqf1MQ&TZ2=)9Y&E&tJbxEiAg?vm`k$J&bAk6KI=Lygqci_2=8P&&6rVR3~@9 zPijz-C9Ig(uB%dzO8ed;7PV(((C@dD^XU&BbVPQ}wd#Nu%)9sRgBW4v71@?=SmExj z(!Lc_x;~DL-@chryvg(?JLTp0;pyf zLzCmjW}L(A3Xu6yRm$}VQyoLbrjfYP2I?dq+qR+JbIJ8(BYzXxPaHec3ZXc!Qu9Y(;T zQF(;OnF%OVp8&wZ`2yd9epoL``F3Ha9W7QWg)+v(_5e zI9J*S^SgHL+U1kg$NW?`GUr{wpAHg31OeSOB07>eUq^q}^n5HoesiX${~qjbod`9S z8WBt1rjBJm-@e?_qHn-<`B~jUTk{`Ak1~BPzIyrcHt&&~y(H=d=7;z`IRS6=<^td@ zTuX`CPMj%m#@!EZ+0trogt@LqkF>{`nQi!7Qr3LwyJG=P@4-}6?-)FlD1F&gusmt^ z{Y6^pb2(%jC(qvvE7S%J8Zc~F7rtrhjvbv)pL7mz?N{cg#Idry;apWcQIHom^dA zq4rv>>%MCE;KA*25zt%zO)a2u^ZCTYk;05=%>tL;Lf+}}q{A}HGpjD0J!@=YB8By4 zIPaQwwT|s1mx_bR9D8;P4az(y*Djn}pQJSS(V>y;xVf3!D#UmK9&@_9w(@xg{1dWikv&lJungdzHwxLF7H4LitD#>n1De?y z9j&bEUMPvFj;XAdlOHujZLeJiJEh5H+M`AVoj5T7XNY-Psa$y{YM+Yy3%%gy#IQ&y zGFX$YqTV~S+Z3I z=d3&KniRNwd&hC>Y9s_5mUt;}|4Yit+XaM=Y+kWW^R}nIRD}6f*o%dDK^`2xNuS5m zibE^Ok68LhE5N7CSnG4vAv<dX_JfP$hhs7uY#Ide8eJtm~d%3-yzgU(IZ&db=vFIv95BdM||b^Sh{U$8c< zM~)nMWyR~B65A(voB$Jzh*IVtT1)f{3{G6R(w$8J5+xb!88c=$uUPS@veQ;mDLxf8 zZtZWgZj82efL&}Bx@D(@3j;|{82PzSq_VB|Ho;BYX|SNS{0OAqeZJS%M}J!TA?3g$ zK4nj`1Vz$9Vua=3?jCE_WC0}YVNG+Q>gzjqOkF<=v~)P#qhlMY{tQR?!~nZ_^Q6uy zwbtz3F(@bqPp)?QeWvr*ETHx%&+VtX8OvRnQ?o)@$SHC9V0+B6gy_gm-DY!PalsNN zrvR)JxEqX+N<+r|)b!H``(2>#S=#!of6FFGIvzn!QrCM+@>i^OxNu&{zr7>ZAu>`C zXUS4ztwCHpOvCNJuH9bly>{(nD=WDp_V`P*$AswV&5dgh9y%1?Yz9;Pge?(@OME*V8m*=Ey?+P)>6hCBT8Y}zI{8!TpxcWE-szQK%4EM zsUWw7H`WfPH3(A*>g$&9A1#34hH-a?Ke#z~k%duES&Hi%E33_@!;YaQ4B5W@{Ad;V z=!0b6QU=fCu3il$Y;QCgJ-P>xc{1(8?n8${@uvZ_t2<|*o|$!yezh>ktrt3UX-rq9 zoSK!qz0GJcJDPB$QEP|rsB9#$EiAG^sDl4 zLsL^%Kh6o|T|X%(2;RE2&4sQRUmI&{HwOo|d+jLJnqPFd(Gz3!r7te_;kv6tm^*V6 z2>v`UDap>AI|%^6WQ2u$45aWa;o)7`eiu$x?1CbTgd;g$70#`BN0qrd=L1WW27qt+ zppR&N{4;)R^;q?7ZO>lYQaMkg#lmaegDCX3((Z^mFlE}by9g||asxjDMSERSB$Ugx z-hAptFXe+{_4LwTyx1SRzt#D_HBV zCe~&L1HC<$C-vpa0T(W4R$0i(y}l`BZKQbN?AZX~^;da0u8^#(tYq4>X+<~Ib|rgl z+q1_i@Iee8hP6hIm2Xo+={F~wnq{K8CoWX8wvO~bwVh6@@%M?WUw`}I!=14md#qg{ z$zOP!sr!^0H>4#LgKcAenWUJhnwXijrhkV3_5m0%*4)~}9;{g>_u&K_} z|7Nzfh0zTgy&w1boAsqA)oF*)$vnS){Zdh-cIe%^H$oH&4-gDR+9~&!pIK1CaO&K9 zi$)wgazuF36(+iNg`L?>Gijo}&oJqP=9-xV)p)i|Cf~fwp&vYS=;D?a%acCatE;Pv z>WoGTZ?Gq<2XKFLy$3wMf613Gk8A>&nCi)+UtIj*-8(5s1$8$pkq&;8ypmMJqzA`( zs~hCLeX9h0@oS&oys(Wra&p`j5)sw~IqF;7wugsj^D)#g?RkexvFc`hPx!jdlP6D> zNb0BM}9bPBO9UAnk? z9a&ZXF6CF~hs2X7TeE4_JvexZY-_GMQ<6Pc5xUjE&CK%xQorR&Rx8^vRlp>-V;5;jtL*$zi)kLdRA7S(Q6Or>FcB8Z3TJ4yPIHZ z+Z)r&FkG~geSTo@5fU0IB1l!8-q^7wG$}k2Zej*@QhWC9-9mY*qOaeV{7eK~BCMTV zCmJ+<%~JOCD2l#FIHG(ABq_2X17LLkkyRuFNgT#gA{Vl(*EY@15CO<8OjZ8|`>U&z zDeq#q>HN>p&6`aE^>4TY%5f)mO}g86FCq5MlP9uJwDOX;m{5MP-o^&4jT#GGU4uF1 z?|8*a3oi8ouh>G8L&UDc%x*fb_T^d;W}ZLqK55b<+Z2!fqJ(W}-UP?2$XAjs%_vfu zpcX3lF`SdB2uO@yKr-z^ceJ9ti-!A;tRE7?f!6{#R#0Zzg3+!(XocTG_ zM>^ZED>9EbY&Mg<&h^(>T=}Y%y|==6%bRy%&Yo>ga1gyBi!`)x?6k)$>2|SnK&DUa zw{Kf6UmmV`gUWH6UF?$i(koW1aCURsLCij$kgzwl;(1=)1c1}s2M%PL%9E?ob91}U z;=3p5S{lAwylPcA{))-hO~<``_^>k;4bBB$zJ3jV@W5QlF}1e{Vx(Fo0HpYgBV(U; z4{h3wn_w7vOp&RX81)cxHM~~v2Znu)8ljU^C`=43($dZt|)Ha^% zWdfa5MsC*cw=Z>gKxKzoFrkA7503M>*nhtTUc$W<6cX=y;v`0{EhRlklwvD-wwA)< zV&dY(1A%*-7cB|``ZGRfeVpg{12c#?ICW7!f*Fh8MFGFs^f=cOEV(02WD~)4cvQ0Z zH+wsjzVD&zma5iVsuir*X!?|RX|!w71R%r5-{+|w2Qb?}=(zvn$!?OU*ob+B0Lua@ z0C5c#hZ&4DFv#PK6uQcH>vj)p2yq>_*$`(V_L8uE;RGL5MPyokc1hlU`}Qcu=k9m| zr*z5Q`-_B$>2?2>@r#!%d4}eQtIq^sj~lC0kE2R|f;N6?SXkKmk`iM)LBWnb*cBsw z^san%s?&#$AG=xkXgF|b^76e}?E3E7_I$ZdU{%|Atv@*XVnA-XMP;}Burtg-ilsXO z!=cfdM2uUsc(E{)6Mr%@gO~*LvK`ARsMC}^d+A8f*%^AzBSQ`VdeYZFe8p}k5N1Mr ze19GQq>`$tKy6;7cn+B6>QHw}yi3;R4Z3DO6DbE3?gXgB{A-Vi^VsEe+NErC>vln= z=i^TC_N!he?*iiC9?LyF@%@X;&{ZymR&|LSt^Ovm6%azFxZbnr0odHIg|rWZG;8L} znSqzv z*kX*GU=L;wc}X0#pFe)=CN>+cs|g4RVZVuZ(l^!&y>ZkPv}O{!16+L~ZO;hA$u9Qv zw{Kn;p{jK1)Ct#G*QU;@#~~8p{KCyt`{R&jm$*b`Re`i{A*>9|r{ zx}&Bio?7B&9~cfEc80fWm%2`eS0mEV#^E|Td%(!d05Q~#Pww}c$9ULqqb}5&_;p&@#S*BN4SAR!CBrg|l5_9%a+9y`q?hyw2_$`VRo_tWrxn`EsDtwywx{jh8 z0d^#_s^U7KNSpl>*j-`V?);^rzW^^ZfJ-1#=6FL8`|^p(3sy5LVvU z$>@h)N^3nurF!q#v%O#%j~!=U$o~%imj^S}@O)}Ap=X4yu2|r3z+tvSBelas*xG^I zOFg}VlpK9m7b|AZIdC7GERXVgBAKpxj~;F~Ac5PA7qR$>ZIdfjDfFb`K%O*RfVdwqd8V^)5Cw{m|b z*$q|jC;T5I5)KA)d($qvc4$!1v=eZR=cbu=>e$hPe+MqGkm%0(^R47dv1ul9{HDWE zXT}3j)BjeyOdJ$Yc`8+v6E1S+sqdwG=K|&J-YpA0%VX~+vCT^7JsIVVu=O00#@)t= z-d0h8Vp4IeS8Gw;Q*vF5jg1FN@`d!*pZ0rTw+$@yputp839;K18!e_y znUYRbZ)IsIiCOa^D%)z;Pc!1dnjOKq!G{h|=+ZLmfQ z-)4cI2tXH{1UAYjr`vKDmsb2k%2pS)a@9~APyq=PiB4Gn9Q}S@*)UBb;!bvUJ8FQ7 zm*iQWK*1Yz>S|XRnXO;~qSyWW=0-2}^ki@#cJUh1$##ns+MM5~Nk>~z6g^%2E=x;g z6%^*Xe(Rx=WN6t>A&>@b)W|eYmb=$xuLDyY^{+AjmG1mJ#4jb;X+`fxX2so zfRi<}NPV^Nkc4l}G%P=wRQqIklDlR7k9b}Z|7}r;iHoxwbRx{Q&*cSaf6Gn$K5Otb zalwte_sAukLBO`K9}w(+l-};^z3*xa9l9&3_|>bv9Cwhyh0;@M^)qjlyR=oAKYu}y{@kAK|N2^E=uD z6v&|+@O+?{TK)y27nPA#2bJBKNF#t=spr*t<7djYraf#J)BMAedjFvAioWnSq8i6a zY!I(y!m?#UPR}^94M5%~&qv?DATVV2-o3|XPae{}#T=|e3-p6aA4L! zJUh*AHrA{0U<6yS!;>pRoDCx}_Se+x1p1ss%V*m&=5WS02k&QUuciq~?nkF9-_+s~9=oQxC=|%&9WHyeq&>F+!*SzEU_S`D5-0f*e3)tboaFOlh7_>fAcdOy z$oFnJu2k7v_H^|)dfhn6PD-6pe8?uRTc@WqZe0NBwhVsEl-}j#SfI;2|NN6tYL)-} zWV?XUKs}u!2Z57lf8AzWG|atwH?V%6UiEs_7hMOCBm7x%GV&6z+0j8ow3?+r@6QW+aTjX8YsH+4zE_0rCm-lt- z>C%{4=i>ZZ{1Cb+0HOxoylIHiZyWB+#BuX8W$h&NoOc+Y3BvTo30*(2ryUJdJjti+ zg0x$=#zVgCK79B=g0EEmGG|0^b8X)3!0BNt74iOeIrRTzNU9URN{#Tt8Eu_-xq3d8 z-FY06ikZVgFPtCM_mOf(uimn<0sID{$h)=Cfn|Q-)GNBi7lr`K)9GF;YxvReST;43 z3ruSTg*K$Cteo6tV9$oJho-kB9gsepSz9Q=hQNrx;unH?ik=e?rti4*ZmU*3wiz5E zpNF2EGnvj?d>LaAxmy$~`>IRJ>4-exWF?QsZ%$$=*8Y}nA1Yz}%OI~)PCeT&*M56t zl`$#+jO)78*4Fx5dQp;+7MN0ceb{K_d!m)6V-|%TC4YNjxFFQvXecGlUc6{V{Nfk} z;N?*QDl&=E0rQ!i^i+~`5bWLm{1Zgf0F2(h_=Te3hEd`XaJF=%-q2G5j3-{7mKsI? z8;7>;kd2Kl$PuNCd;QjRmk8OM>4bLv#y;v#DLR=0lH!VGK;>Z5=#8h9LV6Op=L+ruNKee%%u7oB$5=& znP`j&R>5HXx=%GPT?qq`AjS)%kNQp^_ks#Sffv~Aa7gyLb?a2HhH&j+V{9yew*WwB zRbu6@YG9xM=PX*<`};Wpg00|5wrz2AamY*a_XijsKqxTFsJ2oJ3~dViRb9Sp6B~L* zilX7m@^^Xx7EYdzLyb<<4jw){8<7tuZ#yMyI+==3`riHfCM#DCqpb?0H5Cs^0IjsO z+F0$2;2#B(7_ma?bHQb0QcFPP^Z;N9y-mMH%^y2Qx%T?uQOmYKQjp3M8i_*!V0V9; z+DB42dv8nASASS7Qzs`C39aQF@Gr(mR(ah0_QR=RYCkK_IT6#<%PyQw>4n~^4<$x0 zr#a^Q`HoPmO~+oFwNq{$sKafD(J?EF2zy|`>!_JU51u?{ z-hu_n#C*LqpL;9z>o+f}pQl?MVLtlP7)pC{_3oIit-(+JP}bgdxc2{3lY00uC(aBbAOH6B5g zo%AhoniFy>=2D~)o8^9;yHD?juTAOAkS6u8jaI24^FuQm*|@#bE^7hbUlQLqr`|KK+(VUUD=8{Lz$lskxmwOhC zG=K@g6+Y^(aAZUGoudp4j=*IOQBeu#cO*L6g8lMm=w2%##YPbX6GC22a-2*QI>Cq` z97v-Ozlg1NEF(F|+iy6;hlOjk5siGpS1dP92?{|avos0RZVw3QH2Tbe$A3v1>@aCd zyF1nV)Ly@zA9_VqDZ|)OcB4W)$;`YJ^u1_iSUL656Ka6`HZ%s|j!#WGw(&XDzGhjcM&jH0+zcni?X3v{9l?567vDm*( za^2X(uB-Q7zRcj|6BZ`p{2#+G(h>5C*bMVIg}mICf{55~`EBv`g04k5pBY*bdQ5if zsT{A2x$9C=LXZ+0UOoYU!Jth7%^U#7hL}ZF&hUX>J;?4Jx&|3m9hZwAG@D>@lSK9T zhWm;Y%P5P?tlu>6SiB0%jAtWuz?pp?y!0DWowqOT2ss-Q69DcuucmGr{mJRB<9`G| zs-3Lcu<1kdyhKg!qO>`W-0$#7p{rTS6zJzoI#TyRq3&m71cjUr+^>K{1hIpmmxoAh<|mvgRS0v4Q=CGTLqb?Qdk!IAQl(t&n3ARr z)$22qMgv>0%;>U%g9h@h|O;%C!UJJ z-SGBvh$4#P>bEy@Tx>!p)lSRzj;LI3Zsk4Ag+g#+0;Pb{%9UZLE}R(xWMS(B80Ub> zGk3(Q=CPBZ@O2=^?QZvOW8&1p`4G(m15?T&mQdE*f#DS06VP25?4*{-ZMqa~nr2pNI-zzKkmaqWhWW@K{>j{4n6S8$#0hDm z0O0rRkt2=(@d{p9&`A;qS7~||O8yG>6IO$}*VNbN&zn&{iYlRf`}P9&=iC-nfnAFq z#IiW7@VbeXPT{Dz!E;wbwtGjoljq4jgzHGgE>Qo;+ zbf^!I7b|P+E_|(3gLgu-)dx^_wPUZ=QUFpGMQ!iRo$EDxhku=oOMF;|_U!{G#0=KX znbU(eCfF5UJQs-Hcc|9l5nN*hpg<}N;4&Fl0Q=LX%(|c?msVEWoPnApo_c3`lzzm( z(DSRtWqA6xd1}Z5e=Xo^fK&4`wStV{AjQ~R&_RpG zz+oTI>Y9cIQL?g0P>^KE%%nSR-QuH`xy}|h!WMyBqa?Y@(I8==_Du2pIRcZAjxigC zv=BxFOs{8PP&Iv$SO^6xXv&GMy16P|r`v%~+v5jkY}6e+Iuj3J**<+bOqg(Y!{bv= zmoCpdS_lG3ED45L;9MRj2cQ+;!}ox*hJRf@C}QI!t6e)sj=p+v+_H1)0R~0+1(YLD zVEb#`%z|jc+t5S&zyem9>P?bA&y8&f+H99*s-zc;=sE~TD|`E$Y*$jk@zs>tnl-8I zy}i8~qWbP?%kf)Ul%m5!Ds(CYBZu?U+8AwmOk!#H?hTZ!qLH5>C0mmE;VRYktvDtu zybh=NjheZT8&C`2*?;WVKB6@B^4d_kepKIGGy9pFO_@GD1KG;%-Ma(eo>Yen=>U|a zjrd^mW+~vN9;J35qHGsnYSFWiNotu%ISyMW z3HTSse;nBSvo8r*BxlMrK~%qZ@#@v9${=most!<*r0D)=os4~4wxXMIVU`4%&Q)qh zXnUx)ZJc;bq_f?@U{eU%r~;gqExTVC#ehhgj$4oCj~#I@-ViOb{@+H zMocv`vF@Fboqabu`%G?ZMybt5L>x{q*eSq~g31)Ux8u!UT~`e3nUe~Uh5MifwvSO8 zZ3cJ$!3eUp?+*{S)EGeG&xxZ4z1)1gY7blhKe7z0M;t{#`r!he&6;t}rMduPjlf{Q14@tcLBOrS;xCgl_r!NfWX%7M>!aY2vn z-Gc;}+;Qiti}Oa(D#W)vbF0Jg!-v|Jm6kq1@U0&{a@45jeeMsQG>Nz zfD!2rBP<#Hs zXjkB2JNp^*w2SQth$U!TbUnvsznGu2d@Ehkm6dP$5?BEE5g(a>vwI>s6;KtcKSZ6& z70J0ZVE;0Xz^LWVLwwrH$jI*Pp&gY`x{8a0Tap&bg=!^)LNqps(5{MICb2+PoFwab&wkhKr(JF zMMw%UALrM!0kwfrv2UFWv@GrKPPC6sNd85A%wCcZ*rSECqwcLPP(jjqEX_MDV-S6C z;#~WBmE>r|QKXN%6unlCj$OzdvLcVLDw{Otfys)vCGzEWRZ}7a|g? zkYRI+gJ3mcKop)V9fhJLo0ixKh!PA>Tvu{!NLZKvORCI5f3$UVC)wHc1>~W1ny2u!va%yZ1yFwL zcJ07dI)Z2NUC50obx=d!YX0RWSZdyJCUSVE#f!K8i`hQ9cuLy#%6%f1ro)P63bDy5R(n((qJv>WI>h+Y0vD{rMjl##1XUqJQR4BIFyBj2O9^a zly@m!n9=0ivRZMwP(>6Fe?=3E$#9f6M^Y$`0l5Ske)OmkWVy;de#d&jy48sU zFwSxY_4w*p#^vSZWt2!l*h|ye+Qdn|1{c?-*LqQ)VU6}Jbl($;^9o11pJ;0wrFrS- zB-K44dBi0pZH08WtdQal9r{2$PUv1<*&;gPD5rC2>7-0R0XQ0+iQAYxbfrR|l?;Xi z)ePstQ!Uig)ELj2)h)+bW2WQA4I5B8>|WeoKIdXYL=V(Qi0(SaTvtZowT;K#1r~3L zg~enNJ^G19HY@YB_JzC7=pK4#Gw#;y(fJ5r2Yoo!=54Br)51mmMcaCZ*7FIMHLar8 z$CUB~{Bv3d?KPim%_dJ?$VDJ7AuP#+VcJG}C3Lw5wVhj0C*X_Gp<$kYPUgZYAWN$A2qafyJzE4VihH(lw)XEEsD(ltn)WjbR9S3ML}Y> zudn$afOu1lZW|u>(NU{ZNr zft{lG5(3db%%!IIHR)4lwiTe-L2W4@+k()X6Zy-dQO( z{K$ovNcSS(Dkg;5aS%UuSU_FF@nJMsQWnM-UqMbFEh1TFbXtrbX20X zoHus$+O@&f8WRyP&+l?MfB7-X!A_`7;Gs^$#7G3X%gq<*j2RYzmJqaDJrfE0_w|pF zIA{hg=TBYj;o&6TVB9p{p8-?BIB}?MJvvaE3J$)DaESb^2bZckV8F}9-@kqd z0c#KqU_fQCISobDVb3ppuebT(34X^EycGL}MY@H@<~{4)&h#8^a4X{As(~LJUHnbe zCsYq)5X20YlD^ib;>l*Z1XD8W>W0tr*kRcQQ4RAQy2$m!+(do#n!4Trt-|;#ECAb7Ix|_h#_%i#{#S9Cd~2 zL9p v&)(rcVOI6H_f{60U4)TnVS|TWL6V&YV4VvFgVwyC;W+hKjHMsyGpTmT3hc zZQ%Iua+8)m-9kwCWq=;-cO%I52}HSUCcadE)Yc~F!2>~(QX>~`q{e?vD;i~;OFx6E zLD0{iN9!bAA^fu6I+WXEVTMGLPMknG9Wn(f-mKveeeoXpXSk8QQ`Fv9RZSD_Q`eGz z&6?ttWM?xxgcLKFTS1Lw3JG%@RF*&nw0V}lXjTp_OWA<@HdKg4SfpcS?XWgvF+EbG zz?udP3JwWD5weVfv}obN2^_Cc&Uacf$E2C@s}!T*=T!D1w6#@CWbb8WZe{hWInUq< z@-^1}Z3w))>r7;MO4`v$Cyogkmsu&gxu{0*ZCh00emP@KsTN`W2|Ccstb4zHGnmfe zHHDnL{_woD#t0pqV>E!XfdJ$TEBBF-qY+CG(YwjTH~7IyFJfqk2(qNOACCpJOP$2M z*ZkBXH@9iz>)6qL=ZI%7#tvf{>lq`YTgDJwi=3TJP}Qw(P!2D1^k8de0BsF~>X=_{PSy}z&LQ6iz@>L8KXK0#`n-K7O1yR@lUIxV_)uz2H=^9%EB?d(8P z{1gLZycYsz;RZFWggNOd3 z$Fs{{Weke;8JgFttdRTV^zP19?a`xSlj_g#0sdgjCvN2%eWf4&lr^hR@DRvdfU~Ii z0?kx6lRK$!JiojeO%X0=K?)>#(cUbWrtYsnjFG$o{YdfyfhP&71K>y?v~)ELkx5Yz z;8fr=|A5l_9jp4k_q%$%Z&%M8M~7Wva6wxP*A%Cv znd}Ni!7UZ(rmI9n>Z7ZK0j<8oiSaFPp+NM;k~g_0?S}=EWdkNhS=1hOQ))aJ^IbL6 zYzyP-LJ%#m8?fWY&DowZsE?0XYfyMwT3eqS>1m&b2mfaFfw#pCWV87xmnc07ru`)% z2||?N%Mr9|mkjy8|GxWAxT@%oSXzDyX%&5^2D(mD1}Z28pC zzLlC~qTHjnB?5LvoU}hScvaK86r%$`9zrV*E^an)qBC0xQ5^_TzF_}Ik32!g38tpn z=sq#n3u&{-Kh^g&6E(THVNLTt_X=s+l^tIG;ZRxgyx}=EE^nht^c>LE{GM?1YL>Kw z$u+C5qYEN0o_AZYe!^IN{X0*e)*dp-CawZw+TYyJgXl)(zj@LL=YC@$2V1ktdY?90 zT3?*A#PAWHQNU#Bsb~lVexmI6qd!)d0r1eG`4R0Tc%;zj(bP$=>%QPlaj`N*ypQAD zM>Cg9NNh0-Gm`nh-Pb!dw0$crEiI8d%4jp_6EYB8YJ=5C!V^~a>D%`XdOnE1#jP$( zd!!%pQF>@t*-;}{ce=j}p6+&#(F(O030JO|G4lg{C?!Eatt&1XJrvx9U`fSD4_Q>R z3aO8=m)8iE3v`VzZ$qa;bt$?!p)69U3z45g`&B_p9aS)i3lOC2>g-&b(K%4DaYPv; zr1G~^U8T|OGQ!I&hU!&E=QBsZqY)?rrOq(T3(OyiC^62^P)b5YKN0?(RNDnr2)u~Y z6NfgVX`+A*#dIC-zjlsF3h#&mhi%Ai-T8*VP zrO-l9ukjZ*OSGNR1N1L%R_b(RSm{EUu-{e8d{%c|@2C)dW@yd_-jMvic*#_Jx$foW zPFlKjFzRTbKwzG$gmxZH0T50)gDs**mz9Iwb<5mMY3puKQg(EdRp!-SUPU`BcIvDr zRM_cMEf;btzdyB;1%`xKZ%|TFeX&m{wExy0HZEZs$JS1sQKYP@t0d;otgX9?eu{5% zVuH6`R|yf!+pGbjM*TCxF@NX2fx0TAYXivn8oB9rTqmATjex<&&Dh%vG z5P2qGoa?7KWP9=}&beuNG8^K-sGm`4#E;tGGK(F%ay*NQgNM(4*DR|PyrnFq`0oAt z9Y`=)=(oTrq{IN7#%wY=2~ntyLqb9}Ty0Yqsu8yFnvkWE0g$0(vU{*5qeB(TxLsIe zPtUyga_z4zWsbhSnmXAxBY(8+*%(}t70A!u5%L7hRa8O7XMc(%f%76uv9z<>PJs~B zIF=ua=8crOcZR#sImfeowg;4@`1hhLDsvn!Zu;GIWw$+xzV^TL@ZzC9)`~%=ncX2F ziK+`&`dh}(Y*33xG^KGgPyW9~=!N}mmtSOF#OHc8fBC&d33grYpEz+s%q_B?V5+O8 z&VpU{J%=le?^e>R{jZN;TI7{(276qhN=ixs1h@?HgL9x<=gys*@8`VN3oFyB9y{Ax zQ>W&A;Q{Iv&umkJh&_+O^OYuP0r)GwE53>`49T{`)||pKVK66ywSc) zCr-Sa|NNIy-ZwhE^uPYd|2gU=l!yP*S2kX%?V$Ca?-yUMzLquU|D7Mw(r#a;Zl7*n TSI`r_GgBwdG`nQ#wB>&QzY~qd diff --git a/images/pairwise_logscale.png b/images/pairwise_logscale.png index d9c3ea918fbeb4741d225220558770baeff04230..f94cc541b6da4488f64db17eac54fe0df2a53b9b 100644 GIT binary patch literal 83632 zcmeGFcU)Clwk-;;Z59<1Dw0f~fPxqhiK3`T&N*X1K!W59CQwvVL{KDyioe}A76d4Ka}g#XUUqZc?UcNsqsdlD!XzT1Rv+-{b?C4ETp z>XFA6zTUSRO=3#7+~<{9AbCIHT;-!Ujjw(gi}?SdnVnkRWJ7tA_FK?GF;O zel&$0Mj4nm(-hnbhFd*SE8?uU}uHv2XJ!adE)|2ODaO-QDpwW&xYN{Z$5m z(JU_Cj^DU(qvg$83Ptp|Wm4N03Z+E2jAwPsmzu3pAKq043r?2r3GI6ppzE8Gk|I{T z_w|6JxvkFX(vOc1oXvEbbK=q~`gP+MR~?qtKj9UjuAF(T(IOR>J@J#YiExPUX>(~5u+A@spEu&?M_1?6%qPbaX zs>ME3Gsiq>t;o+3^Dme;bvYJ#=yDl1H@C6zaivnvHN0j`nNM4dvy5wYPxgHhn`(0} zE+{BaE^={P!y=?!=EMBXw!n56W6}9EZ!LxL-1_K=6%@*tUrVHlZtBLy#+-^#H!(C3qs6~nU%#HC_hfPV*)iBUmDQkI^YeSBO0Ly;;kk(#PSwQ6J}koV zAD;4=e*gN~F2%Mv+stX=llUWF-w0Y}fmrc-ECRLze*WA#@fe$d+xv^i1B_?AK~o;Q zHdMI1nQM$!*Y}7;Yoa)d<4LqaEr44`IYE_cxV2Dgyyrtr`uTU6cEg&yml{7FneQrp zXi}f}1Xqs2BlB9cYU64(tM(U!*$p>!=dn2Uw-p!nRE4JCrtCX+o)8fcnVFkv%Q7fk zmZV$QWFD-RtQ{93?96%SkP@??opPv%t6yMXJYJF+%^>8EYBm(B5ZTq!6Mf-BAel1g zChyy~Yd(gHWjT&t_z*0}r}y3U*Y`4p!x!(nxVTKb+9=0<^r(9Aud&-AzrKkjsi&Q2 zbDavldhOb9a-2e>r=%Zyc$R5H&maqe!%Ari#lw_!&z`5A29NQ(OWY@OusQww?f#Aq zgU$POzx?XFckI$I?%DI?kP%alfK}H`jqFPr8E6cxE53lKlxE6!=)xUide8peUZau5 zw9<~i20izd!>dcRbFH2w4cDpZ@wT+Ie83ntuBN5U&N4cG{t4DFPl9Ta37@#S`eWlX z^`R!T%V62^j>(TgLd=~U9iP-Cs8wYh6A@{}eed}AWM`c>GJ48uQp>}&`SvuX=jXe6srpyY zN{z_VYYqttHrI<-wu{#AtR6@EvKWi4du40hy?fWe;wT{_!@H)GhmqIh9A9x=-RSQ) zr5I^k4^nRYCpP#kGitoS&X zQf%H(A9j3kvuq&3$;qzJO&U|fLtMrrm=TO-e+)ll9d1k$i%keemU~TNJ|2l zfkHxGl2fqMO+KeTBk#R>by9*~eBSWv*-h)#g?)+?Z@%mP?ZxuC6un}Xw&px3blTnq zW-Ybi-_||vKjm8YPD~a5ZZQaEjl1+Y-L6e7UYVm|cFopTt#U4K7=MfM>%*3Zm;~EkLCI{-I3=9lRnlj@MaWC+3 zb8tu~$_A&##qwm0+VdZFerKgM5@8%e7sEw9kWZS*l1ku5yF8&ee zxrqrIUeb=K^i#Jt&wMLgJ8o-%X{NOyR=3b;ptUfcB)B(s83pOWa_WWOjVe?eGO8p| z0q;NhG1``Ld&~Z&$=`S)zM#^XR#sNli#5?Qv~zppLX=fi{mCuRE%_p*zGH||)81Ps zlrI_tpNWQy`@HYnYshJH zOSp6A4hGZdo~fgQLo8ZL0uWXxiDKu^pYQMR+NOG!ftL&yf^`3MZ>SpP`@YRmMH|!~ z?vYdNu6Tq*z3=X}W4f4J0r~m)h=x%T4|m5Qlloe1;PTD9_$flD_u%SX4LTyZcOTj) zovKJObsMJLwb#_y#3a7uXF=<`f~N6w{TGW0$14SAhBB%SUwBV1;hU3_<22D1jy$i1 z+?}28E-(LaO|P_!j7sF`yEg45fAJbupPZYWQoFT*t!rc?+0Tzo=E*@ey-?;s=R=pj zz7i_ynruC1WYj$K*WZA5%m#g|-F$D`F>VRF{D(Vt?dl#LPU6zaj&+(GuwwWg2Fkq0B%eHaqFL-#Xws0JZ2B}Ym?8rR)^RI6&Dvr6||B5_=<)dIQ!<}`^N`JWUf!rius&jWZGKbC}7#{fxqtI z==~YzH=g+h3;{x>R0MGcc*d-A$wIn&LCb zmRegxrOL2nfckH1FoSL8e>r;n0QQtnoST_6Gb^5-Nx(GjzF$yLS(#mTHcuxx`P!y! z+fp`jX}-lX)Z70U()jTBfY_G(y6@HI5=}WA-J*1$yGg#UvoitX7jdfp{B)IEdt4>?=p=2_)(8$-yd{#+&e0hYt>zwZ*PIr zsR`_+U}zYjsHn&~mn*9Wc(JB;da^-}O#(~MzAyjDDp7;%ZL6=cdM`D_Pmt`hmyz3Q_hK(Cl3Y~1TE`6@HyB8DcrWqF(=hS(ZZ|KeFms}-;!w(IvZ2c4cH8bDKwlOzV zg&s>8@2z@QT3YIV1_|jt=E#N0pg5pNL2YZ>>PpR$xu&QuB*>xbdj*TO=(#Acu&^+Q zxI9nV{JAbMf6OWaaDqVEO`OVar{+j-EnR=&i#*Whvb8LU&z~QC79Ab0nxq*h`hY6GEuqV z=^20G292bgTtgtQDYYc%uYR4K@xG-+C)9mD7w|HrjKx_R08kAxu6uAWq10=wDS(@# ztZe=F&a&>#PV3T!vA)QAoak`Un6vkU{Zkr_8C5a?7s<*APx^6X7dlUwV6?`jrtHs1 zlEBsGGJbcr^y4s@r$^!de+2A?9%Hgcky}XxaDSNWzuiEV;0ZA?l^9v(x;Q2A7cXAS z06k4~2j~sFy0wu(z$P|H-bG(OOk{TG5CPu6P725e!ZaRRH)^a&aj@zsI}I{xC))C7A($GBm|DPPZ^mWd7&bHB3k4(Q;K3RCF6QM7#^w zKZpoJA`jxc$lR~-D!Yc^&l%!IRUuhYZ&8akyrkXt<>RBhYRYknY-WwA$ARw{j$C>y zU_TO+@->s{t43NayNL`7Bg{x=5o*G9Zw5W}-h5(;z`1^0Zwi1}W(-BVW8;u^WjzhK7dZ z9t3P4xj&dNN=h7zQ;zeEh>TQ8KPSP4WQwe*nP(FhuN)VF$CC*W`fTnJBO9D~{@rF$ zt2XCYG$4m%o-5ywo15E@Iwa%nUUWx&iXL?W-nw;*EPUIa-wbeeW&vRLBV?9#FqmGw)LwFhPaE}jJCmp5p?igY&CAKl-!J+# zCY9f`hvMMgSA_nrAMoY0`_%+;`KD;~LrEFQ#* z8uYFWYPdzY;#dWnHgAsJqU&&cfAO#MJiB314L^&CF$GzY{dI6^L(O4=rLxRhG=l~0 z?d*=?Is)upbyr|6Np`-ut8{~AlX8l#Fvhh@Ln_Ms_q=BMxm%uVwuRG&tCiYc7==8$ zrLR!ukpX>Eu60aCDQJ^v(KU%D*iq9VY;)@5WoDbV#3Pv*{}}o_(2x?^@|;w-2qkp@ zVhQVaojz0X`N3q#;r_e%G*NbD|h+eTQ7)sek@+$MV5%d+K*C{3&jr?gbb??w4JBFXGz{Tz~xgcZJiZ zJ;j`zobr->r=;#KLFFFz@#Dv0COuKn5-uG*^;BAZb+2P-oB!ocro_@v_1k~`ykX3o z=)Ub#hZygOvpVX~OJz$^u$m4?D1J^qKWek^a1`1`+%Z9~xM;(M4K`%HaB0@o7a>VX zC>AlzMV(-!9tG(Lu9zZSk{QYM(q;y>uxNrPQOqz=0uo`4V!G!B3H1>FMbc zp}&8X)%!nq5RU8|mH)@BN=i9b6Jp@BC(@`R`2MakW0#1Dj;-4Y~f~&*zNv(Z+$5w2N}|FlaX4+K)^48qoW))*L=h@9F#S zp$e!a34Xz3KxtqEp=VK1vF0s#ByJ#JO$Ce=nl&Hcz4%cS@Qds44GNVvPQG32wb_k4 z0xmGlTlwyt)W+S?AFr?6NON>y_IVV0F4;^Y?dJV_v^htvw=y`t^ub>xljvz>)NYlu zgudhxT|ec#Tztjl=5G7Jo+8&-1@8!vGD|(p zu#z@XUgFFddDIiUsCMpdJ@n>tN0*ecvfmpY=7gU=9YFT-3sRfIZiD8XfA;KI|1swMZ5hePL1oVW^N&{b;c@=|cB@>uVi)~_eCshhu&=Z+wK z-Q)+bl#7?s)+TCX(5+wJ@zH|ba~M5@rp`VnIdLVoE@qu>k&8xLf81DH&#tzJqNVFP zl5!nJA{5;v3e5yxtuB2&;uA@;iSvv9?9r#Z{^W+S2TrWE1+P$USo^fa19Cv@US@0+@eR0xw?#`OS z!}HEu;9UuUEbHlK;rN<~o<6puq(qQu4QXY_35U_Jn}U`B60)+YqM{y)7B9BNbj~kY zwS_wtgKA}O-;ifJI5eZ0qMIZeED(3D+!y7ADnJb{7!`D0w^Jw>u#0c+@1R+^@&U?W zT%s;YVq@X=H;i_j3*7v}K_=9b0j~|yUT@vB=^1zwDc_#=Pj=mYZ8(cm=Mxna>5Dq= z)2C0gG6mjfehLo*wHaB`X#e;XobVY-D6iIAYesj(CIU4cz75>M|~K9^}s8B}a{CZeJ- z#oBWM?+liolZ}ln4z+ytcdhJ83P5axb_Fp?;4VOXZL&^29W!$hp^0AG6gJ7JO`&i& z4fu&-)EhNW3_j2_gB0oB!q4|VqF_7b4_$cwajg3t;K~+qF@pRy?^6#04j^m`l4U`w zm1&8`U!1xH&q4V{;}-E?Sh91yJv4-(TABcOX*+<6+T!YlLSD~p$#AfwaJ(vnC@5G*n;U;`&Nw=C%7G*_xr z7RCb|?fHtD!<(3yg9i`rVg?gvn?0IuKblN9uRwn5XoSYedMyiMC=4^GlWMcgv~Z!O zH*d(CA+|W*o!KavHL=!^c-&Z)*`j8a^84qkPDI-&76zUp{YO#si|JR6i z-i)mVB1D|wYwzqOs&4nB1Eb@hJM;s>1oByg=*VQ8DUnWM>hWi-#uFnbVIU#};StlPBLEmeE>-#O5~b{n-QqPblgO?;jhOnl>Z{&rA-+ zkckEs4)8boWD~hC;L%{Pee0**Pu zO6fa^{v|CQyRLhzy5-|j-zK!I;mZ-}$3Vr6pjRn@37>rs(?N=~vLZMCwtt^t>M_cFIH)VQzIMD~)|0;PxWx1i2jr4fLMj ziHV6W_ojf_2rrUqAVzpl#12x&lF}{zGH9ByZ{LW*WG%yjaR&TWl9Z58z_Olfv2T;` zMIGv3y1(y8Q?}Vt);N%txj%BS2+;dYX=l9v_Rlv2G^f3^>aLLR1yy2h9p!_06utA5 zcViZ$LtMi(54a1mNuQ+*!jz8HFls)6V?kV;Z|1P)l9Q8z@-dtJh8FFAEwr;ZkbW z>k&mpKJ!}8@yQIlCVf~_ieP?87Dm1N!dx5Fk_|X6Qe005<{*jsMuG9;)awKuPX^&2 zmHCzLVNvj}U%!;|?aUxs$=P=`?jrYo z&aeTIn4OL76p$hJmxHW-djZHaz`_Mg|{3b2vE8jXf^+R8ioxy4&MzyQpSV#1l@nWsJCG2l`B_#&AEG;&0gJH4^^%f;NMJ~ zGsPca9?4E{2N@y?yF+csBJJzOfyfh;;~cJ7ic0v8O@idCj#4iOkcWkTwqNs&TE5Li z{^4$!YRGW0sDVv!7d%WTxK~~9w~A-Z+$2mfNQ41Ay8xsWLUDqFGDgn!WyLb%(#$+_ zPh=+6X=)_N{r7B}Np;k%>YAD?=P7g7@eh1?P>{Hi19Y7v64X*uAuUbRD#^v+k(;pk zX_=0Okrcaf+@-7PE+L&mL321csxQVF;xP+rN`e^f>gOL3;isb5&*T&BkwWb{#x6IQ04(V~C|jwY|YH-X#p zBNWKnw`b77M-x8}bDFTAJt#KWk>x;~)*~fB+{GyDad-b+Y?Cs0x5~5#UDK@cMtK5B_VViTrE~!UOvs>4h=;mSzBZM`t{&j zRsRzA%D)Sl9IEZt&dy+F$s*`ZL^NZ71`OV(laNXjOGb4*X-pg$%q>g1qwJ!rsqN{w z)x_M7QQHIKn9=1AQ({sW8Z2Czebt?R41Jm%Elxo}!z|*W-rwKPsgWK95SW6QrHBgb zQA|uPS4%016sr$+zg#*vtoopUoqp-}&+HfN&%Vd~N(z0JY}Q87@#nsv>n9%ORZyT~ z5ukM1$&))I*P+?&CYijztp{b42$I@$Pbebd)a?O6jX+kO|B+K{3<%#;;5crU8@ku> z^v)|?ROizdS5#Hqj*iad&1KD>4Y~%>x!e35Tb%~EAPbObPP7~3hc2EA$PR%=FMl=5 zZ7Y0#SjNbUj5FoAgwTz3mgxw4?3|pEAt511$STP|1!VCfjCFr3vg|lPSS!rChp0D* zgNLxqP>!a3I^h3cIAD04cv=7&>k>7Th?-_+_d}*Qgv28ht7JtXs}S=BYMtY#bo~6R z{i+Pp`cUf=5eP-gFhRfBj>PhS3Yai}FoHb9ItJ$(3nrmE@cIB;3iu>S?Z0C)A?cnT zF*~eZLdh~~R`msJH?yw-+b`i85fL#|R2;}#nb4X4BZQzbliJuFXyMZ3%T19NP!@cV zNz#F&1j_3fQ2jf?CrSFr6M}ln79&1$s9qoj@oXoP$IqQR7mI+*sg<2r>P-LdDwPk~ z$MypifiC}aYvZ1YoZ>kdcmPN>hYlKk6U=XY`r5KJir`}4-AP)`;vkAZQaNs$4CWKT zTd~}ijg&*cJtkdmAAnM}re}m!1qwS3V~}0tfDawE8&W@i?p&9^Z*mLBivvZoBVJKYZ1lAaG&|u!#lqC1bCesvSzzJ%2`!T#1B^l6=WJ=+W zKvHS~;=3b#KOYI&x^=75&knCFP{_!$a#cd(cL2(W8VzFdORZ_z8>N5mV?ied;ObGp z{Or4TpY}cM^3$?;5_2wN&apOD0dQ0ah=dfFnVE;7!5U-uF`cbLR^CDyFhO#00v?_G z*?I3BvKnd|Kfj0C&VAut5MS1Qexn9it1V@JN~af?)*1xgNu)_aPeG!}B2+o7VE_U> z38yuo#uB}XkZYGa-w-hZ`0p7hBtRV2p@0IBvt2?l$Gk-u7k&NajS19Lv@hc+N$!Nt zx2_W2bGy6BJ%*m-yQ+{RAhgM$&q{y&^%udB=gvjJ;FAfI;+0z&BAgH{^E4h6$ByHuXR@5{#>j=LLOXf{?-S-q z9O?%Fr-@i1h=ILs`34UHsG$hy_9M-Cwh0{NU%)SL-OUFFK0TSE_w-ir?m#WKwy#!t z>wGCwR$l7E)B!}a6r(0$Cv=*hS`-=M?H_%gN|S~8`9JSdh`0_@3%`DehYJ<=9y)rou>go(tPM%i zg8p3{oC2dC{ey$ePM4O>B0ejUdg%BS~v%Y`-9&JE>!N$fWdFqdoXBxDG zzyx4PZys&Evp=Uwg^*3(eVrhTIv=bqWp^0^dQA(O!j4~)F6DU-P}!UX4z6k+wB-Ko z?(0;UQ?h>0;LorN9ugLAF?Ru*MIL}uQg)?0j|F+kCl?~6ZpxT{H=4vj`ni^ z>@wHcvu`P!aQ7tpF9aB{>5i&B#JSh2&J9q9>&N0{VqPLo5I>Vpe$~s#`801N?1r;EV6%-Wg zIvEdN3=?sk=@Njm1nLj0IPKiX6-Tyu8YB$cWIfV_ zc|%Pjw(r|F6m3Wp04(unWF_Jtq*=8}3EB{ZhP0=F;uUcThcACUNrLI@)M$>>^)uBV z3PJ{LflQ0~om=9+)W?Ceg6A@bRQa$hmhLdH&VqP50ANlmN{bdPVwxd-3{vn2+6|>< z;mM^Dxoc2Vz-ecaKT;!iOvTPF8(NwLqx1K#r-mVhkdo4Qv@pPQHIjByp>vLyGcq)k z!E&LqYe5Ynd5Sq(TBb_ZC?giRxVo~TQvZ)qJ?X6flPBOKWI0gB!2%h;s`K3PxKgzA zC&=#MdT!IFU@OeY|1nVY0@goBK5T@AZ>VwssuFt%%OwbqD@!)FpCgtm@(HA^r+Jl{ z-}0oN9CWO7hDZ!B*Yl(#z4EfHOk_d}JSlveYT)uAHb^38!DiC{bkhyT3&OK;b(BOr z`l+Y~-nReR7*n;Vm5*_J*s^d^(B)@pb#-;}(~`VT&c?1XP_pcXfdXe5iszr9syF@C z{=(PF?wq5OQ#=@v?91?(`4XR%@la!$oKu>n`TpR%pjk-@Sh`W5p`lK94yoZ0dwdt%|4MHv|~>JSwaQ@@5;K$$piFerYH zAIFmBV~L@T2_QC2`I{nq+uVMJ5BJ|mDW1>M(L;hj1?AhD<+w?+N^Z#4rn_R3SCQ#P z@dkm*U$37yae}ESY0y5B`C|QiLA_wg)YucF5CtSIfXGNhLsJl+;I=}EM;Dgemj?4t zE5WLD=cQ>6rX(AgCteN`aTU<(3_$&c1#0Uy+*+tkd#Jh z>ESCHmV8RdVO+Vdq@0j{;5xKm7Wo9GSOuA1sO-Xp3r!nD5fGY+T=OA1F>O#ME*;Pw z5hylw?0e<#z@(@n_5v&>`^UW(LQgnkVOqqYQUb5`R5ny32^bt=u@rnG0e(sedvne` z;B}KASzfFSx10_5nkJ$%I>3BfErUfv5II4t?XIr~3TU#{bed7Z6TKU&_j}&x71p{~ z1u+oLgiXRsV%ngBRO4&aI-YSz@4$7>{O8-fi+EDpZzQCQ4PdmI&k>!-%AVsXgu4L zXKR|=Su``S7f|}ek3!oVQo9=DM6&JO3!QhuSGuMa@~U&`>{@yr(a)bhJ9R%&8!}mi zJlX7R-Ybq6edJPO`$xCwvGYVt_cUlU*&)Gys%3m8V5g}tx9Qh6CYTwtrz*$aX`Y;K ze{n7M2OsQdin0o`2@kcs)@~~rNfYFV5uK^Kl`=GRsqoj>JFJ1l%T_-(xPX@-;kurzHv^;!o2 zASJ2+#f+L&?6Occ^g)Tva1Cwf)&D&|M;?qR+1}nhC#f^*)R&w~pM6aqIFTu-1MyVx zpkmj!$Gt^b%X$U}KYbLR%xQ9eH%?xS3#;kB6P*@nkMz4k7c;s@tm6&szLKSP7i>EV%(IoJ|+0*k|CU=uEkK_&5&54bO2xQ;^1Q4Z3ZY7TZ;SFi}5o;VUHOk0% zf+gkvlSuQ410KtI07j;&N$YRWGB^;S!80_$Uq>ni@HfT)zfMDGWn*ivbi-|2nljxy1#&%RlW z6krO}2OpRk>O0VJ!f>EU;sLYrFQ62I&!>oJ-yr4&AP!Mm3(bqjW0{+(vn!H99>9fH zpRAJr<1Qgok+@W_Zs@jdje|hcGrRv6HcUA62HTT?hpaV?m~0U-H};tT#mk zJoEMT{t3)&6U1f$l33%=&768g1yMnPQpD*(2tGo7q1(YOL?B+;w=Ahgn45$)H3;!2 zg^-w718{yD5T3lq1eRWL`iH*069^E42%Qc1G;zTJWDUTIRuA&SchDALnHaf5X8Lw* z_3W^8`DOw|MGbkBYPCWNfSRNNiH|t)9_$hqa49lBr8`C0= zC&ZoBs z$W|0mWTIW129-64nIP1Ck)xL5et?|GJmv($>CAW_9D3 z8k^nU@3cBjGsn#7z8|%`u}u&}6)sZy+^tjSwt4;{7!()06%<08L9$;Ub|`W?mUtBR zowm)vWhs=L<=6}N^EQIlv&6)G1A0Wm68-D{Xt&#!U}j1xSZu;19r-0qm`3fjEB76h z!Bk zxRmhqog;5St>>NbMTyK-b2xZGj;A~ipl<&n_rpz8ci42iTnZ1vY3!MjhaDU8_hD#7 z+GQ8co$Gs~rmFyc;Lk)g!34BFYDm6G@hEsu!g-yL42Yn{a7B@5!`iKp6Hf*iUeplB zo~>j;qCx|He25fmxkrpVGR(^xc~fb^L3$Ia?;m_v-2x*Z92=mzO@L4^L6-E5G751# zy;kU(2N?4wMjLML9HCyJUDj~9>W;4d{x}pAQq{JrlK1Nts6%}r+ij9Qz?D)ZGMng& z<%SD3H)W)!`+-G(*|-l;hXf}(JG&Q!E2!5ZLooO+-YaG;YEgoEMwa9`fWQfCI;en# zfa)wi@;jAb_Hf=PzGBpXpj?n#z@BEI6{y5^L&+0m_p!!QB^aiTjCP?hy8{;K%Za&$`x9 z!rsC!PAWbq1zA}ZO_>tDaNrec1-5A}zMZ$=SGua7jki%fTI{NrMp8GE^6s=!-2%xDTswWy4X> zQ!ER}eE5Jo*$D|b;C}2CTdIJ%apT5Flm$j!)CI{N1)1RQju&L2+wT3G>LsH5 zx7%lTjefT@-T$*K$hm@o6gpjEriL$QVU>*hiC=%Go4-AGf8-nX z!-s1>8<0CwXgCHvZ=qa?18A+JUB2|@zjJW?U)t{c|Cf$qYe!Go>2abW&%h952eCwi7&|JOyRe|N$ERnPzYJ=EgtKsOow`+HSSc6s1lea)-h8`|TpF7@@6?@-s| zWr__;x|p+~shYE{qWqrfKF+I(3C}dgEx##VTC;^;EAbJ-$IbgMPKJ3fbgfW7d2?mJ zt96Y_kCf~Bz8_s1c;ie7>p8pKPp58|i60aUsG@y(ZoJ&S2usTFPFd#z{8sg52+&BM zzOu9i6(Gm{{Z#|hJ~WiKwar>|#pBslXd#clni_kKBs-RzG&YVyy^`d!c%#C?zVUg z_kzRfd|p#Qi%MR6&B5B~fv%Q;EEhWZk2-&UkX0>OYHQ)aeS&U<16+bfKDJnHIq}lC zuIFzr02yowrIBIjpRM?p?*6?!KN}CU@UL2tCDbH9@ksj9VoFIpd+NeJ>YLK3FT6_S zrTMdq|9|6h;W7ku688l*(df-KHIN!EVHY(-c$n{eF+k~KFfX37>+b4`jgCG|aBy<* zyb~eTG&D3+#TO#m0iX5iKNa1I^~kpA5$r`n9X$vzT#vY$2%_xMz(r~s!x+O#UIq{n zK~YKR(Zh!uHSAy^G{rpM9KG;}ElZcGu8vPis)HWH3n7P8jSE7!al+uTYsXt`8+0nl z%OAY!uD-c`*96p>EcLR{slCF&g|E}G4R3nRttMolQKE-v66wjlu@9lg^pKiA0x_~l z(0WDI*w<*I>-N{$`7TH{h7hVm?0`ezk?p(NDM9Dxs+3yTH8z(Ps*6T4T?%b2U*yrH?HXX*P6JU$f zP<7d&7#hg!4N(Hsq&!aTd5;ke40fvQ`SZ_Uz;LY|>p8zi_h2J-G89f!OAR-<8yIv* zumv;^`!^4dh-y-A$9k`9*S)eD!zWmQ>}w)!EJ|QZNJ$B(=@&9~w6e15`hG}3Svd+A z{7}KFEynCbsne_WE+FSc)ZX}%A<>I?mEQQcQWw~rmAe#)bcJvA>4Ccd2K(y1C~ zP}EubKZqoiAz+=|S)yz~J&8lv#>vISmF@ym;2Q;XEacPt)7}!pR;oeXV{2e*Yv3tWP^LIqVPV6?3*QHK-=?=Sm6-7lz zqdOBKOU~UX@g_UTeXDwJYwuLY``+F(64iIM9wO)vUI|k$vcv`#pOEnA>C*&YviOLI z6A?qo=*KhJWOUXgZ#m=q{@XH(l@dC{X&r7*=VhAyNynrM@B*60gQNw zKGa9KsqkU(Zp`6Fp`jMGOpk9$e4)Ng`R{^;#1{jGkrOL|_R+77PfPnWK#$#{7}iVy zg2gRQKVM}qbsXUqu`KMFK2NO7Q@%KEWg}a(71@9>c$ z@!ZNWuR?BF?bcFbTDtgn9dlyF>oYv$(Jrn+*t&VpC|#+Xqul?(ioKWmsm8%D;m3d1 zHQ8@g?0f9_r|}mIH%yIOTeK?LV1qsRzQ>ctuL@_|H=H1U`QHeom$#gF9G#jf4}JbY z{=%0(J`rNMhhG%kpR~78BXv1&{3CfisnjCXu}nGo2{C4MyDNPM_gexR$!lqIV|=osOz%68Lveux;80Oov>) z+fk-^;+cyHagxLbRM_df75{EP1R4N7qlwp>Y`h~IjNt8@1Yh*@@je0QK98O};mB#` z%4s&UrCQoW?|gR<8pH3ji>mmQa`sedo818vU5Abv!H-`tp!mVk$e>Ox%J$Q|Yag?7 zajCeu71dqV-$}FYHZL!4|6RUTd3L&L5L(X}cTk&NvgMTqbC@8am^1bdKYm;0Y0wv+ zkX()OGYWd}>d#KU zT2kQ1R2}KHw6kTWS+Mt~9+5cFdm#|$OVOz-9EPTjqgk|Jpr{7fqpYM9iPnmoxSd{*19s$l-jT||` zxp!}K!3P9vTg=G*g7L~j2Q+Me#p0r(u8$E?gQ8E9)12h%yCM1Fz%qK=iMWBt!!2Gb z6ox&0{oZ?%<#lyKxSzK#!c&yajT|!c`k&Bqgg=)O4N|&rhZh2Kwt)dZvX@*sh@egj+;Jw?W(b zZgOr912U;ACIM9ogLhKW7yjtD6xU%>ta3FgtMu2#|1g1oB*{qhr@!L{<|I!>5e;}@ zYeIcR`NudAux=4WKODjF&70FwhhCMHz3aEp3?!F2%1m(Dz74CFWf_m}uDda???Z>A zmGRHi4nKnAQn{%AT;13hnL2(MGntPi zrk*b&p}Fa*#Fxm#f&%TFR;L7Vk_;%ULf8&`qXGjNS}vC{6J_r8-z(zAdUb_NY#$@V zw5P#ExKC$bU#`>rH^D50go&P)NO3ImB--#z%E)s zBCs3^Pkpi8{A>YyrS3ssa~e#_A>}y?ya^CFqspoTM}^?hXt;W=2gY(`s4QR1bMRYt z8I7k<4!r67{uaNz;~LCMcSqt*(b2nuZR<5+Tng|i+T1{wiYJ5;&Qd>bs66g*tGZgT zySG=1dHHT626nRdRoAKind&yvix)p)qm|KJ`U5*F;;5ge4BbT#7%7@HpX=QA`y*lD zZ3k5)6anbS`q6RhenccUx5)%Oji3$GuaxLMzs}=5KYr}D64B_8_A}w6m8eEMVwV6Z z)BtYCcDg%2Yb)9Rf}yd)qPzqRKkr8q_FZCWdrT{F3KDf6%xY+%wY@__%_Rps?HwlmS1LaP{aDm=KlGpa1tdK)Dy zAD?Z?bbL5)!q&gXk}dbJOQWSEf&Wj#OT2fcG$iQFj|Gr(Hco`gCk!5CqJ8H+yP6`J zi8%M4saT0+Ar*JdA`^S8QP4m2>7M(qvw%W<%a8rMLiSYRWEN5l=<{-^)w&rk^E$?U#dz+D1Gon z)d)ZOwsh3@J-Dyo3z*Ac)+T{l2n_$xOpPjt?hvrt%R?0s@BNu z7S+>BJodj%`WA5!V(|=SR4f3gCiAlvvLgb#98`1(5*`<3cjkjx!yL&kY@C+^`g%*< zlV?1glJX2x&TZ}9D+i}!k0;*6&wa}By#Sy_Z*Cli!VcTjtv$C=r-AbjPI_UsW?QBlDm z74>kMhoP>Cs++_H6{=DN+3(i-3|<(I$gx)#S#LjbS_x5C^C z_1dNQQ`>F2TQ5&WydoTu5F(URwecQx_xb7GM;HVx^IW#{_x(0F8^$c=l2De(?&N2V|5TLq ztk;4^p@U;pB7tL9mb2V+`32d;1nL*jfgQc)nz z0`r~vq_hg?qpVwl1V~(7A+A3(=Dv9y%M|cNCa%L?q=)`|`OJGr`y{Vj3@;ftJuo=fZ6hG384?u49U}>`emp6{QWtP9czm? zd2<;}qB#!NSf~g;v^k(Qj$kI25?%iMpiV{KBZJT12kUZ+e=YOaU%L8B%Nd9WT7}Z7 z>FJ8qY57|hmU!bDEQ&7xe3q?cW^^!%T?o(nJ#K-0+h9IktH5!j*RF^Su7uHKQk*gP~AdEqIlGV{|8@ndF2l2Qq~3i<dhL zI&e!+x>RQc^&S_#a$j#*zI5}yyg?ur`T6h2v4>PXKD7|6-_k`_?99f$j%-m$&p+v_ zd^z((`O5MN*>WEtk?^)9GDCc6Iz7MH zXUWM01~6~QAFlC(e2SCQy|t8C>e0j2`q~i+(yB&nhx3JiX~&b!R6_ z!wn<7i2kIQ$RQ#D|mNq}MzuyT3bh;dgvG(Pz;^1$^kgsRHq( zk~iR3Hmz79kZBflO!kJ@s!iXPDJ$rG>R65K4M+?l-+mx$auE1TDT&5sc`aTDIbLf$ zVxbhGoNQ&}c>8>nnG5&WRMCr~0mgymWG0QueIK6k-oxH;{jGn#2Ew@Dc#7h(n75Dm zO=^w^*C{y;6c{rNxY&-FPue-q0p0{(p>njT{Qu1DQYgN3MmTMW`qOUnKP71M*S-A5 z4jTUV<<@^o?floH@c%x&?5}T2d6oR~e0#l9aa7$)7s)dTTe1 zrXve~>oBl+5I^;Tjgt6a57*;879X3FhbtadsEq6jVBLC<)$8zBT&K1EpGrkLUG700v)1GoCr&xXVE@QUwLPP%qg(GT!EJ&; zY@t2bNS7RuYM#%w4yafVI;`XXS>q*}P3E#pj@E{C`E?yhDmJeYC`{{JBT*d^>1@Me zDKA#V!r_5 z-(ts4aLb+u60iMb09&CsT&9+Xlvy&RpUB zJLdmUj9QY-1hm9=4;5vWJ)N-kMWe zbf~9Q?K*uYRe-^Rn{(ZYw~P~<=PkXppP22Haf*)_^J_5Px)8InArKjzrM5B5j6L<+ zGX@3*n-@#BTm&2!=nb;YwCa}B!EQlv5T8xGhLHyITG1^%)cN-&AmyU3Q=OLG(8h(v zSUO!+UG6cLtIbWwYJAy;l`u~7P%sF%y8V!vo;^l97Ofi2#ujP zsF_(3IcEwCSv*Qaa{eIv7+N}f^s5Jw^G6hAWqq`{15V$e563w|NgvAMQ&JjGZO6jY zs0HRUcygg$qsXGbTgG(MQj}1eWYeQfpS*vec6M#ho5g2(qCB?186I&s62yzlQ2YiUA|J9Iu@|B6W1V%W7m3e zN<35t;Xk%%@(I^1ft6BK>_FYlSP4V^w0bN67(;IL*U6 zx7+{i!I&Cy8caWSa@S#Zmu&8EQci1pd^{&1R=jU_o=1SdPlVU*2*%GKatOgwTU)#N z-Ba;PuGou|WUi*Gn|y4pU(N|TxxhB3yzRcRN7wETqqv!S$I$72E)d)knkR>w)nsI3 zhDCH2V2##3>--k0{FdR?E!4aDk}Un*L37{uw9Dpa$1~;iZFfyhPFe{B@8OceSP8X0 z@%Hxi3kYb4o27E6HWo>1?))KePu*I#M*BqL-KeN2kfR})LhDwXWLYT2QW*jDqu@4A z(%r4Dp~2DL*s_{BdniMmQY-QwV25Tu>d0E0FY(CVf3rprcGgH#L&6iBbogMce_(VI zXWeVUFJ8k}D@gICbgzs_{ip&D zy)uNLXIru9Q7d>k;WkAZYK8Q#@~0YZTdI0T9llc+5xuSrFThu-C@Y`wC6-G_i{$(} zvcVaLn5pRK;5ZF!E}cAO6g)U1BKx3-p*9bFEiB;5TjDbgd+jZM)=}!Igz%5cZxOq) zX%~y@gu#g-W&iyNGLkSy4 zcP+s1e}wbk(#fUpvp`RhSN|v@^QY=F{HdcK-;(%}zZT-iKPxi-Qvd>ODG>XnVM7ul zy@`;vZL$+*w}Kx%J@=g4*Q2lf55Dg#`kXYscvi}{)$R9i?6$T?UDe+VN;%TVr?#KI zyyYcT2$FbvM&2Y;S;~i*N|MUny?fW6X`$A!VL>~0e|i$z<#+C#&o`yzSVE|Ue~p*bDis4=Q4{QEv0(*Qrvg#zt2vg;C}?xT0hT*^vhLPzV+{B z(eveS^M}Ieze_A5{zaMn|1K{WXxUp5X_p_~L$$w_p;V^)mAq3euN6p^WMt3ET>B#| z>hJ~sP~Efz(^g-#S{0jIAazelwfIdD2wQSr`EO~tf6yDMiUGb<`%XHPb?j7|*cobW z$x{910;%)^*VezwyCq#R|NQQi0@g|5oYvo2#Gn5U6*@^*DGz-((S^MYp$Q0T|60Ug zL$J${)*kxy*)h|$hK##*KKVcQo@7ZEsqWT?q4uHgk7jAje!Ze(-+Al4SMGakjaFzU zsCbE1FDPpDdj4V(5IYt^I=lYYo2^IqniKVjHe~?Vl@0BDriRP?`AWKh!81(%nsOm1lN1 zcIadXC&YZ?47YTL6wltFx)-)p$6RYJu2(kMeCaR43pM=T%17iguY7l|woM-EW!byc znAs)a76~D323{U;XHDbQof+Q_Ox!T_FiBd}o7hZQ4))#`r2}ahF(&HUDqR4uXu^@;^Mm>{UF$s&Q3QCe568GqfbMzjAo)ouw9K^P+SN z;Zx^0AD$x9Yv_p=_s2{AvIyD!Ejze=`+vi(UBwgW+?ypkm-sKhs>^!(1+3z)T($nq zS&$z4#c?ffD96l&)6&-Gt{**Ww5_$j+o7Zmn>v`M1U(q{_nq$(TjN%>uTvg* zWmW8?Mcy9Xf9lcHNkQo4^?!w3ls;n+M^U)D26|e0N$E1o$!FR977lkGA8q{S<_M!~rV$(+ zJr4m!3ZCA=E|;2Uw;nx8E}dRKZjB(#VT@-9DF;}c7Q3yD6c;nP&0kz`F=+=C%u4z! z?6}8C(;V1eHcSKXvuNA4zw;?$ z`A&#-tgRR3HWZHiL-T^;_uoT`t%7rVG%S_fRnlTw+U;d;E7^F)P3L3&?#tkv)VVt* z|095+P$Jq3iYcbA+4>N-72#*=^yQH8sLh3@)6%eN7wQGRj;Il@ z$CX@v8@9Q!d^X!JyK$F{w9NFwq_w@XmmY5U_f*T+|CQHDNmZme# zcz@=|jOD|@v2ThmFYbS5Mtytl1e4HNY01m_f8BI1`^-O}G)q=$-q@S;>>%JMzwkhM zjDME!N?tTP0yx)Hlcf8d9*q+T`6(3GZ__1mcJphU%M+KT?U-hwd^o3Ymk7OD{|>$0 z<5#-;-Fb22Ae~Yf$_OJZcML9(7oZExWj{T`uwQn;kFzf#(l)ho)&PAuEk1@9YM~lctbDWG>lu7El|7T}1LtPR!@e%PG{JOCR4kaBu2dW4pA5X-EGG%O!K~ep*jO z@(N-F!It)qSpEdV4~RpR6K#+4-w|6K9z_?Cu#lyMEjqh}69MGz*TO z9aiwqjd-RDsR9~zySGj=FV7XBfDQ!HnNR*j{crv^$o35!x3F>Kw+;VG@b#Zz?w_sp zpY%2IuDAbD9X)xw}nyu^8wg{`rr4`M*N{f02;9|Erb z`VaB{dpXnpM3-7HVvqW(4=-{u3J<@!Z~Jm`&&nVA|Ef$rQTQJLoZ>&bF!vvEuB*aV z#|Qke_%9aw|MZ&(CQSVEpK1%K?(6J6+_#@+93k~OLF0^ffp(9ijeYzI7Aqy}(DvKx z(6K0A;dO$;nf*4}vPljj{PHIR4-1ZSUz4-6D!NItXk_oE<#!to{5X5&irwc4|MffC zub=+ci{(#HO1h`*^?RdI(dU4$U41xs!bKd)Q|Mv-Lh^r|wEy*Y1Ooj1?EeY1AtTR@ z=-hVd;ZVnUXH$1KOp2Z4T=v#)rFKuV;Blf$DirO6@1`wK5yxaKl;?bEPXDHt?Iu%J zWcu1eetePp-%ljI-jc?Wi%;y%DTeR0Dc#uTLY7XC|NBXle771oaB0_9!eo5f9B1c; z1CzXKmAsZI%=6Y;C#?0>$5c%Dm#pIcNxTQ=5wWAkwK3Im^PD*!k&>wNqnVmdkNm&Y z8hmI3CZ;$82)PJiEvTx$-;T`jpUMN6{J#m6^?IyQ@H%zs6s*OHt@4X(*RJg{e=-MZ zOQ)C(ty221+n@Bsb^&_PPtF2XV&DGp8PB{8`k@oR$0PnTgQz6?8g53`KHT?iVs7}^ z_C+oA7OA)F5OFfvFLa#XFOhMGa=4KEtbg!h%wG@9A@bagK6_^`cvW<6cnPod4R3@8 z81ZgFxFN*HhvmB#<-ZVI68=Sz=+L$d^R1h_^U2evlb>Hh1a=kWGd1HuR)${7ZhzZh zF>l`Y4KDSku`)axu%parkoZPfS+-j{{{6P69ki8(=X`mWo<6ycT~p#xFbU*?9nGCi z*qD9Ys9h=CA(`_~7v5Yqa@ug0giMRkK^>-rLLK7jFMLj?4fj4XwmI=9yjKcfjQ=fDbVM1(fI3@%ofjfWBhQk1zrXR}ooNhfntoFc&qBrBneAn9Ani(1znl^RLUeGbY z=gc)rr-zAr=Z5Nl*C}vPUS3`S4e<@;;YA}ygolQT=HjpyBOaKF8l=vq3y*NP5l*8T z3zq9B`HgJ+sEx5m*!}OS&Sg7uh3ZZ5eb{*I^pZhn1jv|X&wQ&hBzK%&b(bG+|F}Gs zTAs|u6`N_ zQzTAxLOQ*m!E{^_ws(ILl$*?$S@sTDKrl*KVOf9JuZQKU=4QA`am#``W>D^)Cp5xg zzgPWr`9v0eTc~<&ylI!3y4$M^FT6*tCSU~|)~SF{JMB+C-wLPKopw>L zc7nV9GIdnJ$xF3=7F$_`BloZpP06eyfUw7o;hqNlKH)y$l;3+JQ5WbXf4S zg3!fmAoADHE&B?KdXlRV3xzNax%Zu>%FDV@+Z&8f!wL7t*OThkQMw*AXk@<$=|xYk zK9c!~AFb@fO6COS*gM{q8E-Ky{n(4K*PJUJww|2#O+&w!^PwZ(T;~4 zX36(gX3RejnvFNQ&0>^<-9e(Tt&Q>Wp(TR7a88%t=J4Ga;~AC&luubaLR2GY@>A(mBqm33BCzWp~@ zml_XrTd}ru3<}X00y((wM1SSKV+an5=|{9GG-7fl^twW+#K~TRSDR>IY(fHJ`|++r z-S_#iYb&(AYXk66bbdmGSBIDCh!Za^V)0T8;g&gL?5B6jXQmatIVPsH>DIr0^S61D z&VV{%{Gasj-BHtBMvNXc%IHz|F)lNARoojjYLxAZ{Tpe z=S`5BHhlk`k-P16(=+SD`odZJgIlJ4bf$q<6+ZvjAZA-)GolLVR zxq3Me_2CgQu>p1HS?8+v!j*!SlW&T%8uULuaVhIM{Z8RmWVjT~_BU+05*axgEppiw zRfbwKvG*_!kNLHaFTBpm`t0`!qnexXq{t*y zAMMh#ONd=T?4spFIj6Ub_oU{A&0-FfsOjLfa+~@Pr2m$^ElbRUdK_NZ7?Tz25{sSj zIeez49malX$r6XB-R}RqUn0hZ;G{OCeLf``(n9rLI`T6HA5XJtxM=kIcPCGSI<)_x zbe&p3Nvw-(#P3wtdlV1Wt(|uJ{G!4qzbcGwIJ;a84V`0X=-D(lLVC|Cp#-WV5i1(t#GZUUV2~f>RV0Y(NA!g?efQs_S>#Ij0Bs7Vm1{8ajn%e)x9p zbhGoUY8}VVn}5|eCNghxSqvdEaaefF@-vuePeG4;=*STpAjaTd`1j-|OaXy8fOGF; zQRX|4zfs#)P-l+0HoTkdx~zzPzjER_3cK9{;1N7>D!eNALLaA^m}uhN=gW@L@$#pI`Fw9W-2s0Mr*{iA1(&5jyj z??>A#UDE1)fVy`#d865J5w7ls4~;5sY6{5x_O-3*&pWvfbLwj+`TLK1yLsj|Wae8f zwx%?-r(h#oxXy!!AU!N3*c8F&yWB zjgF2}7B0+go>$$hvCCJ6-g=Md=rL~-CbeE_Wf`@$+u|il-j92ik&y^UX>H&1iKM0B zLet!CCKtPaMh%RNT4OJ{kBeDRE-*f@-D8I<+nt{tv%9e;BZrdcsNabHmqO2;?giR+@7-HQMc&jOUoX!)cgAw3 z_&{N+ptBDi?=tyS&DyxSec?6I@f#eK$6fjLI4wQBTUc0_g6{4Kcz5i@=tPAM&J?fa zYT8NizkJyPkajLV>uPecs-i-lqV=KEr|V_?OMjPd`<8NV^XdziFBhO)KR9)O_V)6= zfU?&27R&e*Sg%~^Ntb^=Ev>GStU{d~zgE=L)0lJZe8iDH`V7DhvQ$6M)fG_?IZPMqk0HI)NKg-R2)cgF2#_3QSMySp35@lKr5tnrWJ zTTQkocbaZd8(;mK23D`B19&j#2S7IU#k-?Wf)p1QTSG-lLSLu`{*+aov5aw&=S&MLJP znu?njHjS?>u<;v|v(cgY=MqA>44-~QfwX!3)TvY3YWo=iqEj(~V!}ojS}xtsp6z}8 z#tnzxg)=02CMNCau?UE4Z}zQX#E22apB{|enVTyW`&!rgIMzSK*-^uO=EnMCaf4~S z^!M-I)yIxaLRlLib9-CaQh1ByJZ$&fBwxJ&6m`qD>O2bKNPC;Bu1w6RUh|}+%jndf z&P!A@G~}>TF_L8SO(8i*UJR(0v?%;Qea6z~K?vybjWRQ&$(ech=+# zbE(*Vf#bHeA2Vi*+1$AvJZp*$(&NXEZ{50e-=Ra>x$cvF`Rea-#A^{LrLUUr!&s|@ z8J2_9KRfN*xpT;|=WCtunVMp2JEUXBj*?xICdw#J@?{0sI&tsb$>ZVlGVea^O2yy5 z8xWQ0I-ERbP8SLhj0tG(W2AziqNn0@1~jBHyI{r2l`U#s*s7!Cwp_R{V|!Lzm%O4P zY3zKXr(APN$(_G(?f0ECXUfoy;07`zJ_(~C-?1$$M!n$l$oduJeg5oDgjN|gtOHT! z3Am)gp{Y+MyoGOQljIOEe%lD{$Bm73TPN)J^~J@m*sAsRo*Qyv6uWot{?exLp7$B< z0@J_=igk5$1X*=WO#^&6TT5SOEE(ZmK~Zs8X4n$b!tV0&dLd?UuV4E`eclsM_HQkK zeM)eP%0GWJU>8i!j_XFBhE^Zl-M+kKbG}b=pY2XHH8pW>-uMrFXHgq9#*Y5?-gH~I zJ$yKkhnK?0ky7{p>o~mY#&8k{dK+Jw}a{ zHLm$VLA_-x<7_rE=BnyFJcKmY*G462kRt|mBi)O#va|W{pbKO54Gi0Jvs6ojpp;y( zRp{JVg4-w#;_5vEPM(Y$W944qru+fy(i(&&+b3mG>p)$s+Pt`F^i+>Me)6QXlatfN zZQFVn^w4(?oV2aE#{9|BY17&9-o zuT+UE)tTaw60Oy*VojuL-kq8;ZCX6XEOK|F(}eBiv`6DOpslT~elLw}7~}M(z3W;T zx<5Ml6^MH*{?^Z&haI3~I`$rS^kF?&Jl{@iso+iB*~0*`{0*sjb4y|_TxiWr@`NAI zaH_N&FlbQAn*BLkCVRrdM))2$pn+fwXZk#B62w~8m~+_}6`*Z^CvU+)JG#=*b5e&x!6w1tR;ojRZkW2ED9bAxp5N{-#iOipgg z*|x-mIj=XtDJ3Ig)$0%uN9NA$ihp4opC}T^Aa7h`Hz32fJl*wAx8}+ zdH}|ZPfHVb54P{EM=Xu;;maAQbtfw15ym905S8pu$KD>7mn>b{hdCCl`}glJ3H7Lj zzQLz6-dC+md0wr@*Ltrfv+^N{)Ya8p!^204;6eylPWG;LUrh9%g*hTRy8Fu(l8#_~ zBE?;&KdKUIHgd$BJFDCD$eAl#d|44ZMHlK_9w~*Bn>Vp^zsl9CE-}#Ge-Na;LL1L%tOCEHG%8X|M%C(8BvEw4H zC-5o`mBq8wEF&a5(umu)S7h3?NKaq2WXY0M+rQ?%89OV!k zzu4uNCs|L)b{V+6Rvl(UTSq6-PPy!bJIDRw!<{{3`%JL5DTsaZ=1me0u-}OnBJ{mH zqtg`=MGx=Z7?05cKX{QciZ zcUlm&wXHzg2xa3~(g-MH!i)il(Bw^~L6dq@`g=@Lu#pMQbVW-N6BFI5q3`6Bk|Kww zPWt?vB|=Rj7!) z^xH%xkLp9}WSena5ku|>WC9-_Y?CFD7_o3HPF&Snt_Y&*wr$mG%ZmDY7ZenbtOEsPI4f9ogNiA??9X8EVons z&v}cHSOW|?c#-ht$=C~sJI1rQ0)6u`tz0GpeC#j?@WNG-9Zl*Xu2LBp8B3y{bndfW zlGl?&v;sM8`H-9T> z7^q0VNNOuC=CW6wZMXW<9HVuEBZ|qFz^393<3wqBdviRPpwfQPqDAXI-j$;>(Pqu~ z?Vn<9-t0n%syh^VM;Mo|JUKYc2NT|;SAe6GWzN6IUA@Ht+d8r^|h zf7Q4wV$1B<-OgemDab_Jx@9BxN)o}0k*OEwjKZ5WVlZ_OeJ*+$&tK{}6~0sqIDNYR zs8RB+`+|Oyma0P(#0SIYy zuVMc{ydm55a~VuW^vr|MF5QTGV=@)$>)48DI+-agWpTnLf6b1MQ*V4nAAaR#w&+#A?kK;w!Q_ubPYfwyHF=)7sO@ z!Kwlka-20gdD9p0Gns8%a;e^6}J!d?T}+8s{+KRAnP#p zbeof=UO4%;s40niWu@^Ru3&I|Wmz0X#f0E~d6V^?UWQOIW&%X;#fwrzIJL!h&GatQ z$r@QQ6%)E4Lx<`wTh{O6r%yze1xH^}Q3?(Tabr={SDw0T!_ zvbPhcC-Hio%-Jby*R-K!Y#=j<@(T;S@I;rmRBT+oegp=xGWPcN>?T7n0<#}|%OuB^ zP3B->ChM*=furO}1fzG{Qf3&Ri_oXBW1&UZnzd`^9r=Jy(B#F7mB@HB0ITG=>vA70 zNvU>`3SIhJW6YRDF3A=RQLmv#Qyw|*gtp@%KGJ*Cj;}pyUexF!eCX}~VYvr(QGk_# z&Ae7YNp%u9w2faufT6)vbCtn^rCHO*te3b_lfP~vl{VivwN4&_(1#xBn-kT6=wvzN z<>jtCem1x#BNw(12?1%OK0TBsp{!}S*XVJ~Pgj$|O-e~B`Zc3Z96j2aJ-y}oyS-81 zjmPW*Vxt>3_c>1N5t_7xV0a3&?yRWTj)R!|_1D_W#M*|* zF|#RS_Q}r97Ae|?7qvRg6huPKpYQK;cl_qUj$5{F6?wDT!rN^N3kyyC>&@S-!$_s? z%H#kIo4kSo4^HPfs-_#aZuKN&a4(eu3{|wX708eu1GFM&bO!f!_?6N`!7oqSPbXnV zk&}aihPZe@i#%2TRMiO+l(=a@S4jXAa937N^}qs%0ozaaM>7dc((tqg5Kv*lc6Hvt zdfBoTI3#k{EQi&&4qk4z&fY%1tZbx@iQoSH9;o|a0^V%D1F}E(;;Wj$u_6z6CbEcS zbYG{RnGRdKz4q5YHfvkIf(YhU=_|(?c!syR9$urnpNY7jZEI#XxWB0`ecx*H=FN@) zVWBC}Yu>hDM-$RS>J>D}*%H;>^VQ|lyCKSswTou49HsW+^gZawat%ssvcZn~K5U3> zY{M=$*uJBD{=S;dD<-`gud5q7&*aaEsou|@n~YkQ)mbU2U0{bR9apmkYP(#x7Py`~ z!DyI6A86Ngkf2XEF~+cvcD_%pw9nD19V+qyMq64xyLqj!ouaz6#B|0CsUVlO5Re$O z>|ym$<(+h&!#1Rt0{nw_@5y%EUY^(D!knRaR&k?h5)B<|mPS~&(Dt)={)AMi-!YR& zD&1ecd=V)1?xwHpUv%i+wQH+;i(ijP@E>}oL1A~}pZVY=A0MB!xxZsw>Z^vs(zO{s z{=wSk`K%md#CXD7Wm~1BWsoKAMff5F_CD3z?Q~_*uUqMRz$&Ew`rEeydKoR)63R%R zCbIu2ueZL~- z@R}mm=HYL`gIYE>u(u6}z1CvVQYSq4LoQ$DxwI9G7U)ot;#HdVIV({E^YP@=fYQ7*cd*K`nnRS!%T=_t8Z8_EJF4@`l>YBF1k0 z{%%=j`KZyOxyv~RsaNL?Cd3B*2x)Fj*zQQAa%;*Qkh;|p&w>iN zirCew7Jp6}1LPz3jremoFi?h@08Fc{v(RG0k!LH^vd;v)p^hZVe&SYy7&x-XBHSf* zRvAVctrjj^SQ@G-IleD0KE4H}N4*1eUHq^gcl5low(bCjRcs2dmD;ItNO1BbBWCrq zE^BE%Za=B|;?&oC^{A-PTvbo2vSJsR74rGivadw%92j)%M_F+fs(zjXfWBqwWxG!D z1q2xhpu07(kPJ*>-p1sr`SYq8oamy%c2*X*fTRBS$hnt9oe3-P77Ln|%nF>~cI%cF z9b#>RSG`AxBCVyR}J7`xqxkFTkDN~!p?rtoGx?`NQKEX{m3c#*<+v2!vbV2pv_s^dVHW$9^2cSRv zY(-_&k45(hNZ*Q!Q^!69rCPKN)`PiGvbDp}NS;HZW*8Y{x94 zqi4^~;MTctkd>5)Actp+H~&>bpiU{_mUGR_=|NiH<$nM{+73o`M~?XfBl-2CA17;5XTifSl$64 z@wICHV!77cQf<&)qd6s-pV+4tE?%6>i}-Gvbw*pCxjwyaSVp>I3!%q&rcPo$1=OJt zG{K53uV20#U}tAHW|qmt!#+OfPV}m(s%;WF%vD)#@mz@Acsv7>ijhVoxA2KMAbAiZ7M0FU6eUJk>8b zx!J&d2PI?5GW}J$ynM(RX4Xy`ac!>;Msias>;Bj|amDuPkXr@|5xpw+;Z9@d*-KzS z@!uOkK(`s{mxkF3VeBoy)|S%tiq)%)#e$LhbqK5;TJHR%_RrkB`md#>rnJ^pmcG}j z`b71km?W=~kNTDyW$2J0J`kTqBr01Ns&b#&$+Q7o*d+bAQm1Tq6wXMH6>Ha;;P7p3 zX*rceUAJx>t)qd|(hQA+2+ZihX9uh<-6{@T&#;+DqRUuquvn~$kYx36y@a3#{#WAy}Z(>1AODzuM2Wgp71Gf!VUxK zOc(gAG^o0)z{j!Dkjm!fA5Qz2|F*K239YctPg!>+)^?#4XDxDvA2WFdT|!iy%m*?u z+5*$ea}c9~7^%@ou~)AnREBUY^byAcP-0|czI5qKl|w!cy{#@cD8+2AaG!XK#be-; zcw9yo(z^PX-@HnINo^+7iuHn@ljk1uqGUZCSgS&!J0-#YnN8qQ&6B>jqoS^o5}Hb< zq^A$$OH+%Izy0dXo6DSzR62o?%N-*C3h|McA`<<^*3RxN`qnkD_3ucjnQbD6DXj;6 z1$sC`R$}&d^WN>~=u7VIEu;N(_i#PaS~rlpjym7DFJD%m++YG1VPfBb17g_HTL{Q2 zKwVm9jiK}^^Ws}M)m08XozN^luKXrUv6qC3E86 zlE@X4$%s~qIrHaVh8ZxUfHZaP+~4Q76vn^!0koS-=}k-s7hTajUmJV!9pvi!3BHLL z3kkZM3(h^lswcL~)~uOkWQ2QUKb7S>9|Z*|%gKG%xm|nwcr1PuQMh!GI|N3jmmrnc z%RFOGAD?gbTnz(`nVejlzotj`?o;MmJ<1g|i(8q>u~tSbmAHd9ZVZ1#{m!Q;tsi(y zgeZ2)<2tnU(^XVL7u^{lVhj~IG3r|MUuVp3dPtN+&Sgrr&iX!2T)%9YJ|_KrRl3Pm z?7YYBWoxM~XzPlsPE2bP@fy(4ze9%(1jQ~d8cgU>!E|U|T z_Zpc_K|nNT%9KRo+-JH;85zg95Z<5K2^{2x@`JRSCN7#56xP*v9`xd6T@G?|#=!dQ}7OveJp8*zh%a1-CWeR}{F z{m~VjURT(8b(Bc88IXv7b^uqA>5j+H5E3|C&_r6Cgb%L zTYu{G>HF_H{xCs!A;wz1B~FP!HMDc-rgC?S!9C0s1s=c_h)daQa>g7^*0=B9H9fo{ zBQ=J~x2Ip+#-_P*P1)_+x5>mbJWSGa%WV!#9U#I!_nD~wUNVJ)AhG9MgBquV)3guk zsl>zaW1yFwz=P!3e#~(YSb$fwE1e4{$FTVnYi4}u(j|EXg(2GS=9`-zoO4zF`uS>T z)>#sLTd8lGdH&Sgy~Q&r>aKI9#p@8r?^Dc#!XR@z2WtVbt&riPf|2Pii;yX?~gW7f`8qexbqslN;D_@gJYSr6X3rz67I z`?<$vf$M4T*L&)Ei8e_69Ps%d7eFHvu<0c>XP5m?g<+@3 zv}uqoM%)pVFc!1du2m(;3-9U7Fi&It-(Z#Hzy3JiOK?!)!KOhCeB)EzhS*_}M(5Gg zs27fpv|MbzK}7}U0xXc#5mgTsz@OUrRkC;Dk<|@*i*o0y1ZlRs#`*UQle)^c2i^J< zk39J`KVP2(-BOYv1i}5V#1jyS-nFiB?P}g}y$cxPcIJc&Ou;3}rIh%4b6iu|D8z`l zobSC;2ktE5D8Srb;={eAUobf}_0YVq#nafu%Dra^3?X(ALuR~SR>YLx0Y{!C$H%+n zJaV2cgg=^&gek@;$}#k+O>gauuCLGN7~%yY2;Wqe=;U<-Iv`vFg7YP&lrz=3qj)uT z6@HSpCQb`6>nvF%xiPM&;nDO9hbzEt0!eZ8TwrNgQ=_JQ8=6|f1+yVS5F9;p?%IEA0mR_uRZr3~GY1oHVaQh% ze676?f~th2#`bCux3<)V3twk50uUpD;CdL<0%j7J-K667@Pjl+|wM)dLE{E0* zx4O5(^(k#UcIJ^EBEZ#SCw~wwN#Od0!;J1CH9&ex;xBlNI*q^Px7l* z2Yk$(jMFv7tbOP6s@0)=#*abmmGYaD&U#b#ybR4`xi z5GVFW&coBsqEDHnyP|X{xC2MVVd})o-)Z;AVH9|KNXEsDic?stsz3jLXvgI+vDiB z`BoKunref?!fWZSc~*?!>6iQRERFMmAXnjC@ldWR~WtPi1u* z`qng&yn;JqV0rcs1_~HmrBC@1j#pO29r}PHMEY!PYnyC)oPr|t1;G%~VLf@*t_dC1 zgw_27y2H;jdNl4-MhoT*)I*gs|3Hp~DES5i1Vq?PAG;yv2@^TRXTxD~?T!!3soTT< zf|opS6knHnR<~}K-m%3NhK8;B_3OuZtGB&)Cv->unpnP9d$?ng14_8k$Ql&zMeHkA zmXvaNmNLBmt;mkbla$D0)fNW^eW0=$_vw?U4!4x7%f8)?Jk(CJA!fy@Rgd4lKe^

      5e4d-F<5)rKs1ZNscq8oX9)>L=InW4p;(@ycnM;Nc^%iG_D??o989|Xfp~UZ#8E(~o#0VL-{vLx6 z>q`Fv2RsqHfNuL1+s&KTo$J@~a}7Dxyr=uaqmw*h&(-gC|Hb|8R-oPD&4c^*4O9-r zkqU6HBvMR;9886;ar`rO{P?r^?ny2H=wMDf7oonDEXHhq$&~`if7DCK+;DV|TuphUEO(*+S7`J7JAfc&05>MLKiNV35 z;0W8a2f~NT#9uZoY>*IoK!dWH2;i37-y%fOW(yWP+tOk8EVU6Mya0OS7ISBWkq5M3 z)!c`LVan}#_3BW-V(OLI{W<%s+10imqKCiGkni2Q6N%CBEe|hUi=_4d2;WZE1SG!q zT06J!O(sTtRRFfzot&1_Kc5xrqWj=fZIF?7=&mQRx|E2ZVv=9Jd;)F{h8O3^-%>hh zu_m!-$v!{7M0Vyz@PPi|->2gIJx5*-hF^yUzZK&N=<&2v>;6T*H0@#sFtKIMw55eY zgT+m6DqVEs&hOf?(8A7J9359>ZmN~<%=G0e01v0i;`r>c?5O=;TiGE~XSARc#dUOZ z`RMbc%jZ9eXG5O{(YI~a&TZ-d_r)W;xhmey0Lcn{^YLxhLwy4%k{PKSavig4^n=iy zCWw$ogZ~!#w{ld>g$R%5XDVIr`&t`m=>m{Q^6S@AOieq&+B2N5gMO;i?w?3~`gPx* z$_*3Wu&X^XB*Nax&5sL^ca9r(>XmGHro{v*3)Htr-dl-P;+7Ys%=kWylWJC5#cY@3 zhBB3n-I(7JWFW*ZlFnb|7Hm%b)oq*D8q(6<43lLdY2WVq-)~KWiX!GFWMwH(N*3%j zkx=L*(RQ}4X@K_%&~=$a>e0D(?jZSFo;LAf3L*0puhP*E( zSbjtY8{8D8nwlC>egegM^Bm4oy&;uPACoVhMrdP24UI^ByX zMrif?hYs9zvp!VEaeH}8^Y`>&XfApoSyG^h5^p&-F5_T&1R;Su;hV^mTqy=2cR>3g z#D|E*QL>8Kw7KeJ@U`Tah7o*t@$>MI&M|!ksUcwZI;PdAbWT;~t15-R^ z$DcHiqXvh5BZr+>#?wAebl&nP}r$`VG0yyM+2=t-hx+)w1*>yt1$b}hycT$_cN3d@~ zWV53mqSU_VwQyOJSbLM9@1?*j`Y5Om8GZ=9q0VycrF+I9s`nJ1s;6NvSLVZoz z0Ag|IyxX6X=#9~h<7ePdB<8QBAvTW3?#bQ207p>|6a5R%nF{X+UXm}*LQbJ?#O8lW z#igR~RWJ0(u0EpCLIL_Ty3zgB8Vgj| z-P!iO-FXNpDJgO2TnFUkb9ERX&iK0V%eOibGkp}3v;tY%Q`989NYfM05rvAkr>7J( zuage#%@kYKOmKEpRrb4cr+RRwGAiiCl)S{cD&d@How6imy9QjB(4*3fgb*5axM|-z zl*>mZ_qXg-ZugZI4itr}oFDC~)r8u7pPgUC7V9YZU{T!X3qtW(!%~$#+~sNU=&*hI zneh@4zA>1~gFG(IxY3J@I)aJJ^4+^<+?54#ccc3PdFPOkBT+$oH16H5;iD+Xilfh2 zf#Glk7ABU#b-9`jvXSae*p!BXTeV{7uwgdduQ*7ywzd%y&y01iLL$Wz5v@LihZk=dfF<$4o>w0A);}j3WJ}PXUdS-LcER z$w0+@{@}rbxV9*2g!1SdLb=jg9NYw!_N!gN%DzDl1g$PHuWd=^kNCtH#%yY;D9o*v zA(XpMB0E><+gCz+r5?e7NafAmrqB)$S;oB~6uGRh=$IJePd%6FHA$Zc+cXSx0*aB2 zUb%X8nUF*LAfW#}n)@rt3a|ATJZR8O2hIjB@A~!9mk&-mc7%unV=$8bNn5yQ4ohO; zYVyVF3MN!@Md4H27L=ZTC|ms2YN;A1zt@OLiT;{3-v<9__h=TRCUR6gFbP>XwY=wr zU!k+bMrQbIQ85vR$pSCDZh&irk?h|5>#}$HaSnJVTm>s)U#^( zjuz$3McqbET3Bjh(x!O{_(n-dNod~)hBn}V0L_){q2aV14H!H)At^~3+g3d|ILKKK zvKNcF(K%&ZH(Ust@hj)@tf0r}KpDql#OjOfK{d6d*$zV1jSh&q=)sU;@o12MP3$(; zk&fCFw2fdR>=I@<@{e5${%TAhK-m1w@F%t|>71@9)+O2}MvRnyWxWZa`o@VSt95 zS?~L_7?a}eh4t*Ks%ld1JmdHCx8<5xPxdT^w=GSdbcJELxk0J`u!IUNAhqr5lb^mP#<5;T)Pa#{$AV7?dKOxFmg{J%@{`TWIg?U=3-c zjK}qK$Qt0eIKH4deWcdlAzF7{pVQxdvJf#9m^7cj0a(`sgKUHyl1)22YtRdSZ~vvY zxfbfq{X<8$=qC;Bl^Di|+U-UZU>g3Vni*rX_>FNfzCWRN~ob`6VSCR17RF6_&sk~@v_&tmBEAAKT zyy>QJ$8X zOQJXAzJ7jzu`Im^{GvON;7c0(A~0d_lcEk&-wnDtzPXVWzji=op`dkre)nfVK`WxH zTS8~E-Zxoy1*@2y)qVqaS5;Q-p=OI%kI~lwi;Ie$(=SJ9@Jjdh4U+(?<%kUEO+tyI zKYxA?h%Tfp-K1;exfZ;+2`IjFZ+VhhU4QLyhDfyE3nqRw+^m`X= z{Rg&K(tPA1-&-`MFm%D14*2W2q*kJJ11B)?^IV4$kXVgf|51;2I!3JQXGEarDk9G* zudbF(azH@#l$^#N*n~qt_J4$I~-}5y+{ zBu&c&C;mKQ6E4cfaJ;F(`mNyJ0$)Alz6`l`?Zsh_-_9U^`6tUGgX2t5fLO0t^Q@}V z?xk&H`*fuCp}*`r8g`+SMnismP7Ys9beWJ-2>B)FE|DWoj&`8uj=6}a$n1?;BiipS zRXz0KPtqhIts#~IRRT79_^;jU=;%erX7Rk>9&S2sA^|AX*|lQgNG)AsS>zTg4wX(A zE;`0$%y_l7%F|T z^X|aQRu7##F$;kSI&4wgaAw#x5a;#pbBTjsP3v{*I--bj3?4?p#&f#1f|obh>F_eA%Zbk$QTr?sZIoHMS1L{cGqs*r2GoX(S$VLa1i2Z0=QbkZmwuz ztk5YV2dqG}A&6KMnJ5riCL~h#jkJz$DYVJYp0y(%NkEX8Ro!r^ZHEq`nuVI$4-1;) z6`J&o1kc;_hue!bBkn9<0@vf;#+fkb+Pb>ONY#*dwDjnjeYDlcV zTTm>lI@#IHwKu2)*h0AACoRNw0_t)N>NZw(EhypoKL>abF=gt2m-o)$=!Eznk6S`~ zd}_Ud0EPw^#0usE?uOak9S`%KqKU?6e))Yj4mUSf))}gcN_4NM`)&hkxWW)$`;N+I zKPhnt7}~w9KUE{K`FKLpt1CQ-Hmn# z4~5_wS`9&<1`!rf!c43RgB9u4c=b{-Ilt=qH_ zbM4k$7x)8)gBr{N`5)u~Cmn8l|41QiId`RisgG(4dzI!q?8Rd;_4>V8K}o421+a`F z^u)ZO=;0SXC3^Bf)r8R=qMupFZn=JG&9i|Q_wn;v<()IjE&S*jd;8%&*4RlH)K~p@ zzibq3oJenk=tB~r`p9*yZo!U6cke2Q)?%)Cq_lq6j!)QG)e+d`1xn&_rQQGiPGlWk zq+tnhaS~WH0dMJxB^1mqh`Mw1s61_j`g-25kNroF{04?`m53!k$y?fB3&gw|%bsLyL!5)&yIjwEoBtf=;Bxrr; zkaN{sRUjNt=grYDSBbtCcb(>T8q|u*@MXpXtFINL*n$EQ;oaieJdKCPV?E=_RziS! z?cd*lZlHbCY+>742^dVXP{IDtL(^jVWq-+j!y+4(? zMtAIi#|Z1KmoI-DR;bJk0L~Ye9{ON6gk+zoDW#;Q>cbMXZu5#$dfh6vk62#3i{5_2zi80z%UJ%5sNnrX%Vn@3*BlaeWW__fn$LF=)Nh4vXP zJAP|aXdgAbZbQ?~8_Qx_;pQXmZZg@$Z~*9qyR^OGpPCQ0Z0@#&ui<8-qEGyBAYthF z?ckw9vxhHSO$I9(L~}YWjnt;N%t@4L(=uoClF>Z}jT|W}I)u-jJsbBMOA-&nNYH90 z?HAtJkn6=lzR=><-P4?uv(0<*R{I}iTIyQ2mj#6Mf4JY($Nij-p5AQv0}9=GSx+l% z^FU*5>6E9I%LgkQ=smj2hIM-%hFI#E$?3QAIqIX*x1)VduJW#(t7RrvM3+6NE^-Q- zFwJXj)zZ}`qUP_gVwt%zg&dcS5)=K7)Smm|Lv7XG@D zzNjRwWl!H@=&)B6-KO4yMn^C$%#jXEs59)eFY%33PtDbWEg=6#cPv!r zfcQzDU)bKW_>vNK1Q5_lYsOIYRXEVHG=eDi6JRb9mG*Gf}K`loG zPZh!lB#>WP>WkP)^qila8KCZVqZ<&7U$}k&#J-*HYLi=h5VjkG?8r80u_Xng5AG-xoD@xr&C7=l7?#Cf47`VPAf8f zI3LNV;-FRGqhDWN1i|=1t%P7pHC$9y(WBB;cpgp+Xs(B-2~tt6SFaZjV)?bb3GEnv> zMp73M{FuUZ)_v28FxzROLqNbyl)acXM4DD-XD@ttdaQ`+>%yXLk2I@kxwZ&LV;h(d z7I(%OD{7(mn!Ie+dejOfN`9X?Mq;fqQWJ`Vb(ATa^s}e7!uB9dL zl4z!3g^`vaypGGrI4)(f=0UgiQWOPRAQYY8(iAf-=t?Ual-bZ`qTAg8m2q?|S7?ht zg9g1^vz^M0_W1GrH8pR(pEM_CghcdkZ+I1K7cW|Jx#MRA(R-yzP6FL z>A8|TIUoFF7*3IUIGM1ll^tX*cu}puie^Jtw(F+1qN;AF7T%yLrMSC!W=v7@s@i0O zn%Pa?h!F<-&JMB`n{h&^L&bfiuT_n5MjJRel`ea?%b!Pr`h=&jE+^(>DaE!kNFjk+ zhbY<|;w>ZViQmtF7|&q1ji|Xy0q?z2ouXmTv^**Jb^?6{{UizxydharGc#AKP31v< zf%+bZt0E-CK?tTJv_;%xyuBv%0ZnRO86(K`yY%Q`9JctL0R+udirp2zeyQ+o1Nk~% zSj`C&S)Me=|3OaRg?ty!K0?0+#rA*Ebl!12@9+OF(V%4~vPTk%L|F|&8KEU4QcC6_ zBxy(~WrxhtK!pY&MHwY~MRAUiS#rvz(C>bo&-eGaegFA>KIia$zuvFs^}Mdfx=O&7 zfc3cWx>v`+Vt1uKxlEG}i?W^RB+C@UrsdfgPs42g;lJfd`?%X(zvT|#mo7;mdZVXL z-%H!QHE+$&Z6w8K`C?m+WKt`+e!Uwin6NF%ZQAkv7wtKW8h*&8Zv5fh(eL3H-$nzr zonN9k^Iioy@Bd`kU7O2;O%z*C-?MlfN^alog+#tPqNkob)g*KqbGaV{Lusra{{S7U z##ubvk()R7f}rk+N-_yhFX`mT9Z(rje54lq^%clK5oYQHsJF&ki7nKcFCK}m68yU- zn892cNIt4*4pjMe8m8?O+m=?kWoN-duW~E-KRaj(C~d}d><=$rzsZ5yYXeZ~WN^Xg zNJ@NCPR>paR7<|hAqRtT=s7)N5^A6g#LV!DVQ(&_q`Q&Pmg2QZbqC%Q9UkAaTS!QV zEbEcaN|M%q+!b{PXyZQpTZ)RBUoGj(ncc5mziysjf7RvhcdPzr6Y|y>faDdgPIOFf zcv2E9wjtKo!q1GYX44kP+wA}z#wqzA8^?2){$N*D^ZJ8Ti&GyFaIzWdz9qV&EZiMMJ4e5r_R=`PfCYY#*cF&ZM0HFj zR`{pq*0E!mNa2UN@C_GeG*@k$#IMF%6G6$@${#<+%d4o&wEgDyE7cr!t2S^&6@`u- ztJLfn4a6Wa;~<)`hM%nt5W>N znVI1Iy7>X*Bu;jAew$gQ*crJeAjDrl)1R0gw*zc#1!)2Eu_EPgEF3QpG-{04UF7`( znC-@J@`}{^uDl<;$P(yIRPS7buygq;uYku!9d&3yvA(#pgNMV()2DmkeV*g+t>(Yi z@7=qx7%29x`7XZ}@38Uja1JtK{5GOkniHVYqFuXjavtIJM$h;4ZRdLoC&{d!--E{4 z+Rk}d0od1#k?S&gv76S8iWao2s}moAS#0My^Eb+KiZk~!*lL@6xwJGEk!cJrkd_Jd zW6`OMqIr5c)LFI5WhBM0NJgnE>W)#Jr(dG~uFnCh8--MoBE3&uV9X}SJFOXY+GRWX zhHaXJ_8h@o%TE|?i|&zn8BoEup^n&a5sh(8mm};4ee8H2Pn9D^)+rY29R-!lDjx2mDedj0qDP1vPp#K>M z;3HtOF}iBx`Qx={9Olwqy<%*+F{13u(r%T6xQv@LsTbI45)X^axR%tU0l3U65WH4b zS8rej_0Vsn+E~6UOrz1mf}&*`H@#)#+XCdg6>P?I^RZ*cBBvbf4iUzCw~a~5%lZAg zceURl0W!Bq6+?nrff5mH)Q-Pt1Ck?u^nD&K*qC~?Ln$+E;>4cl=6cAN<}LrPvT_<< z5opn)Lvi!C@is`nBf%DUh+glrc|6EB)z6&L~5HvC@sZN{}fw(YztUBv+<+EX}yxC4sX z6q2GtjJ)#AU?8RC?T*~Ic+`=);ovwWK;+}7Ig!!P-5F=)tu3DMrymEp7nsK72M=~+ zKE0REI`|zp`nU5;impx^tJIQ3D)ZFy!?fpkdX7dy^f>*Wx)GU}0g(2`_*$t>JNs9U zvoO7CT3Wq$e|kdM_re$38KKvL8%H0X4l`M7cgI&=Lh1~IrDo0d&7ZWcUHE(Sx5FGxKW}1bL+z$?B&nv;kR_d^XkCA}3J(h={>}6UozV)>iBIU7m-^xG>NAkG zK`|Y@1M3Lbb3LX~*C12I_daxqqLtxvYNMCPbcufc+`Uan-qM%KAWt%MDFnq1dh_;e z_K}gT_t@mqu0I_b^z(Jwopr~f^sL&Yijd@Z@{mC^@-W5&#g)nhYaIUp!cx+F$odsf z3K1@RzM_@t#$lT|Q?a-2{ed6;g~${LOANZf7mT(d;G`3g?r{xi(Per511BCF5yMNI zQ4eUMMT70Mc67ZUch>r?veZvu@Z4!Eil8+lYf1uu=+fHh-O(;@Z{%*V-Mh1b)3wz^ zgMB-;w|-};)d{Epb;L2N?hapXRk*twSvMPGU?)yJ1YD(YBSocUix#%gymI0vKx|n6 zNP;?@0Fk3RVw%?tww-7Z@+#=h&w0?4nV;Th-PGK;VM8#$SO2|=-uej(7dm_hEFVeR zvB+wG=tiaeRWDu{n~C400QycE=%MW7eeg!9OZ-Sy;NxZw*5YavPJDy^H^%c z(^V5DP81A=p5kG}87`8G4A0PhB?Xn0Yf?PlgB42tmqbXxjfCfC2Q{pH`n|)5HA8~K z7hK}2&!IfOyMI`#|G96xk96+tJ^FAmEWjAHo88@K-}3?AHzTW8-C9?JmFON192Xo< zIe5IC(Vpv}iMM~^s}gE2YxKLC)PPi`cWQ!gC37%fi=ak=Pe9U~yv`BLth(MRT5o6@ znI_y(Jj8gOxVT5WQXVO zHCJbtt^Bux=wIjoGr#vI^#{~!Sg1xFzGz$GCiOVo#XN>p?|*WXML`TAFL5_q>JbmER8Pad9PZv zili>dHbt0)v>q8?`Grwht!7m=g`a8F3nu#ToB;3Xqetl}ze|ih=-KS$R z_wCtUSGO9>wF0Cr??zXcDAWFxWkJ7w7}F_9jMs{V^eU3%M_*Wo7LGR{-C>89YM)qJ zp_cG@3~SUWe)flt-@e(vOX&=0z~)Ps%*E&Z-|5ux!*LQGSFcI_kTADjO!hJc_t|si zgo5y92H>c9{_fpXovA2=GCi-ik zs>ApAq@?c50utIO-OiyyhX7!}H>L-EvtMuN6Wwj-?2C;-Svvam`>>sUkwK=oXf~g1 zmCn>-C6}j^21yEq+53@GjBAgtq(%BTplIZ^k^MU9xpYd7JZT#EYvurg$wWu^=uulR zoFCXey@nM)aM((=D+ONk z7X+O)+VoOK=jXYweh#hrM40b5(!~fXwXl4BqdKK(B~SS|DS z5?a*Vvy)fPM8j~ux87nj5vUG^to=2F?gBUKttnM|2a4bUHBJm&!X?yxG|8{p?c`Ed zpLG$QMYuj-dnOKJev%~}9vM7dVsQIU#3z4|QW-f-nbHWg!y0VWH{uh*|EA|{7GhCg zG#*V62eqh7cjU=oCo(c>_kVf1{KKz+ObrL)R0pl8Xn2G-x5!h_*g3sfMUmmm=u(GQP!kMn6z+tr7QC#+sjhbqrwV zgswz{)zoYTLS!;-fy_RPXaaD98v8QcgiViSuVDzE$n!rcnyoN8e7Vg@^`F)k+BfO%?B}4UVdzA0%!{|OJ7hk|AtW&*e9%RD zsMv{K^X7dX+uqwh3b_y|P|U#YB&+oqCs!8`zMQ^IBC)pWtSu_IV^xC}wrn!bX=cP* z0(N#7;a&yJIj#$_Tol4zAKp1;m?jCQ@eqwU88umFiHXc#j5j{j0*;@VbE zk4ErcQ~*seODK07wn_o7s9T&b^yZ~^ME~~_IV(y!J%F;=mPKzg>zUGptHsI|7voAk z8`ZlpqFK_2sH4Kmvhb(qTLXQdz|8<{ojR!7l1l_|0#C7l3(C0XTwB9zV4M{TQ89o8 zQb9K`zrTRY9K{oY)qDQx)#Ym%gxCoU%x&?4FF}xSpAjVNWAi4{S#q&o*sNs>4mm%0 z`5C9COq-@AXz1BgEFPUf90t3ALrTqKbdlDjuX(Ee#CaamLtB{f^E>(=A6#Ad$;lcPlOa5t)a{4ah?x3u9l5- zLlar0|M;9fPU*p1YS~*Gn%CPoI^4e4(6spBn4iV35|!RJO!et~>9CoPhWA2`1dAeI z)VHJU@HDDKjtT`0Yh`gMMY7q*{Mvk~nYYnjz2D!J{Bo|I0l5xUTNjT*L~hKe^z_iP zeRoFxCNz~}Ud*gtRufYXTIb&|scp`8J*S4jUnKZiZXr6f-9%6Z_?&=$LEhEMS1`fv&qs61=T6(^*|9SUk$4c42usj`l`a z;SYbNb-VQNVH^Gx(Y}HR;1;HxRYNH;ptYhqCITJmw899zT;4=E zZm4z&5s7_0otvwRr8I=PCX#hXl&l5z*Sx`pn-l1=>E#}UKW*10%3BJ(_+LE=m8g=v=^^-fr15yjp4q9Y`kh0Id{* z2S1On!yL)yTx{#;g{k9mqnDMJXQrFf{XU{(Or#vYrM!r=i|6aA`UsaSeKL%2Ex8)> z-L+W*#Cg=L*+!?p(?x%MtQZaFWu*P>;aK0$`43Xc!56q>C?#m;bP5Kw9br6{>i_!hU2QM@Tti|AL!|2m^##A4 zGRrbicL5Nn?82jxb9McJuOUGmLm)+ij&(c&hSdSL>f*^-!h^wwVhOl|nD@(vC%fK$ zX|iWPtMh3ZydgTwIK;?6ETDZ=24B_rd<4AgCFMjMI+AI;uh7DJ#a0H%5x>7oee=sZ zGQU3>S`-fR>Px8>?f$%=5tsQG&#E*W^oi=*)qY$z9)O7cz%sc=;MnF6v=VKL=D)Lc z0sS_8-xZG5CaLi-UFu_h!>7=?bvl`%7*yT~Vj6>+r^1Wn|H$JL34Y#pL#6oAi8}#N zuroEmw*)m5${Aw5t*_^U2<^;bBy|yU15&wItf95O(YxpNl2xl_EMFwPIl6qqX6FX! zOa`#ToAKH#&3h<#_eSz0GOBO!M)uVFGi&Y7CLM~6TcmuynONkTWYFcxn4h<|Zq`h1 z&zQ*ciush^M6K8&~kKi zB#6h;ymOd4MQqs195bJEm8N+|>z>eXAoUVaAjTWGIViDxvE?QyGuQ5d&2Ple#RcwF zlVDC#Z6Q%KE~BuKE?u%@iF-ufCf!3Z_4zqIQKxN7({z`KQ-p+#hK*PviQL{ zod6uwL;pUqb}F*A{uh3=uu9NIXd$XvWLl`A=*cWpL$FB;F={I;q<_J6i*+GDNT>*- z8MrFATWOE1fkA0@cPmL?JXfLmZnr@#-l5+``F3Hum#ZVltfT^Cbur3tjxT)imV#!h z#>g4PO=!_syViCoD=*SER34woD!{s;{L~FNXd%MhR2vm#{g{yPc~)TQp>?~> z&Amq|AktMw1t7dQCsWa6M;qdk2sPF~!6~_wqK^bVIxw5%K+kUu$*EM+fJw}fpm553{G9N6e?;4a{CvRy0JaVcmg#HG^hof$$$<}QTl=M6 z(Fyw?>$h%gj+hhkmof~mGBlXFf{UG9TKR&u@HG4? z+NfM)V!3@b_1Y``%%)men|r>t>ibp2TgOBGwo#F5*Fla!a5tj|pbD)AP5^VAR-~Wb zZ{)~MyjnMRzE1n|@QmRv#8pR*AGg7m%uRm)?U7KpP>h zP1Mp&9xAowMJGG0VeD{|w*|?XfsVsL>fL#$G7X8qm(Oo{_lorJEh6P6opF9mJK&Tn z!HP=YAx%!s7NB$0`}f8Gr7+$AjGfV~P^Dg4uDUZQcBjSEZ)GBxM-kd6M1hqS;`HR8 z5^W@QZ>Z^S>hrJno0iqMU{)bS$S^k_6Ho8xs3RG=E<4Bm*i=lS; zds~*eU&N)j%HwRZzeS`2AIY`*14Z2qp^W0iV8ZfQQqr)OTR1!KDqkcqDBo(H-QKrU z)blPbE-eqWYx;Z3u3Zr{lX7p5?f-5tOo%Cc^0b~G>c`FwR-V(63Z$HASx=HsZ}?lw ze!DzifCXftR}h@BnU`qsq~7k`lJh<==kJCUOFkw3`u*u{$k$ojQ(M-}w6a^LzcV7W z75;og->9{8NPb{bs{#vdwvK%eR`_b>6bFaKcsJM~6H>fD>DLtnYb`tO%eSN3-exxi z|4TAQy|H|i(t{z*STVFrBDcld7+7uPXe}4CRHyh=cSOK=| z*b&CRLOO;9FG4tUHARiWy$-alXT-50k1($UmaWYL2?zxyBG&Zk#&`MtpOqPq=qWg< zmRKMuWa0xu38ZCPe>^QsWUrV$cV}8R3duEt?bEe){v~mAhcr!lU0eDV0g@Ml{eu}UbQJ>U!>XK2EoPvkc9 z+8n^;8^zy*TH@Q%k#vUSOp!kl0xC9FjcN_1cAfpIk0Bzk(-qZHZ{%}~` zCT4#w{u^l`5(lk?VPKV$=zyMd1IYy5AE6d1j-ZnPPX*{gOn*A2_fr9E;Q=3 z9V->{8{i4jRH{Hu&08%xx0WWy9_E(6e&YXvw!IlfCXhMz|A_>rT+ z$z;qgHGum!z3!l_KoABJob+Em(HznN&wEh0qw8;4JeSjp^mt3l_M8Nn?5Pu4v#qGy z(qwOCAjtyv=FU1wBhB5wnx&=$A0K9{Lp-#(i8;Xt zd;BT}t(`>HnaJI6W+)-JK-E-0(<3htdV57gUea~F|AJr}Nn;3=%mYWbdb6laNBf`u z(Fi3%Y;RM|HFty1jp<5sGjya}1~j?C1n;uEyD#xPkBJ{-3=~B9V(5RCtB|;BL4_CQ zq|aMNzYaMzTDEp_AdC3+eQOV& z;|~JB-^Jm>Ep5J{S``lnsyx2Py03E{Z8<_i)?tkGdz;rG8@FVgWXE zzAA|=p7lS#19u+>E=woA$Fi-ovOG*Vd;~EBJf#iQCMcY4!L-xCqZtPGGixQ#F4|Xj z2o6+zn&PE+{Z<5`LSw1A24R6|-I-hoa#(P$6FQzzqef*6a_P4#5sSl3Cu4Z#>}T{5 zB+5m$8|d|G>cYmQ7FW+5_xbe<5EfVB>>Rw8LwPJ4z;g+6R0n_|d)M%c^@R@*F0)Ap z>9Conbdk$5lWh%hI=HVHc2Ic9CJekVMNcO@8K>mZ$|iA8&M2Y~aW{x5S>e}LW3F?o zMP_uw;=DmF{byaHHx9Z_S|IV1RD?eL8^&DE8hP!)tP$oJe=dzam2{ICj+9IkUc+JlnT}G6Fr`tT{z$r6oLEF`!PlUGwaM z77{q|t+Tg^ALt4-T?#tCs8gMi$&TsfLxwy@zbd^tC1c1YU#s8ar@pLIT+Dqe&Lpw_ z@Xs@M@Q-{hx{Cl*c1=c~=eP_DtZRk#cpbn4-Da6`8NmW{F6a|v?F%i>DB6FmS>ye( z$4{JC1n{tt)>*6tH*I#b-#CATqp#^xN^^9lksbK~F5%IEeqn~7GHEw&9)eJ(8)AP8 zCAVf|{u<40bfPckNrEqybzp{#88dQx%z4D~;Xjp4qVwsu#P*b@-VZoYeD#+vhrKln zJZK;P9&wV%&*`{YN!@$Wy~QIJ-S+EkJ(Z3~u)f$$gkC1x$@4QK*vGC(sbzM@mi`Tk z&=x(K6}Xx(p2WiJAAFjDLleLXrHFuR@>avy+dDX1K5zm0Qbtg9gZW!JjaZ{Y;|mJw z8GZo-XqoP!Cpj8OK{&r8{i*a>?^s$0E=Diu;y=UpO~#a?VZ`GI-sO>Dc6g#)5BC_o zp-k?coIg{d4|99D15L^g%x!?hX)^;()(B$g zloI;>plg!Ai;_LH1=h41E4 z6g5BSI^H4**uMPKIK!B?79PW4K@Kq}l+?(~&16I$$oIOQYdT=SMWFi(!rO)C6_{k> zM!W6St7HcSL3K+45DQ5y{Py(Cn=edtvdD3dF75T8T#sS$BFJSU)_Bx0 z?iiuCSmwrs3B*XC#Qz*@@eT%YmtJ$L;OH)VX%N0dsCT9tXIVMF<+18hVw=vtya!( zb97t}ziX-AN?bR2i*4*KIPNcJh=kjl`%U%3ba(g8P*`!lMPcvNhvM1_e|IrAw*Y<} z-~DE$eF3WhLT_3!W4>Wby;VzW5l`!1aT&>8AK=9om6eh7RJE!mvc-b-O=3kTy_R^% z={W4M7d_nfzZi&?{BbI^yZQSZbs$ zv)wXk;NPz2{w1J*)QgmHJ7@bIygS4G6-VL+mlG>EY4tR`?AW=Xwsq@Pwwso!lppBy zx?$&<WxS3t@^zpcVbdH?tAu=jEl|||U_7QMSc86fNj~~w==uu{H9&58r zFPCt^n|{pC%VX!uZPP)IZ?O=i);7oWzJz*RA`?MxiBG5VkXqmz6+p&p#U#Z$m}}g_ zBK5?HV(tSJ>oN*(HVdHs$VczSs>GtS`-}6QpSIB=CqqJ!!1_dB;KVE*SWM zeqAbUeZOV|d|#AK7OZC%33{sx>3HPGRt=LKD(pvrwv%|TAt)u#+=_92Hg|~ZcLG?F z^@FAZstTqNrLiSWT)}$>bi8zjBPqf z`Va5jv!bcnvTt9sICt@F^*!%V7}`W#J8oz9yE)^Mr>N@~1-HwlM9J7E)fDg-k92MH z5j;M8vf7LR!57p!lzv-_Xo!ws%&JvGn7V+oQSq~eBRptY?tq!S*qjo|U1Pk?bx@Yg zet#?u++XWZgUD?H1McALoV~b~RQimiO@4jdPu+t0YuE1vS09@Qu5>-HeC;kqUNYEl z%PZemvT7f8Ys4QO`x3Wp*`mNw!fQdU-O%odEo9l5d^^{d&s7RCLNOFjutR~>#l0#Q zEMq0~>{qv!SyZKI#T=>Aci9#u_Gn~(Vjl2J`QrYEk5a&WsA75yX|AZ-fwgs}_THZ+ z)G(KX!0b#YxE|Dqgp##7^w{-l`C=pyyo$9!62R18PC?I(-u_*!)Q9D~L$lvH*!6n$ zU5}JTSqmmW45n=mAe=>oyhD@i?Sr}AnHsyIk9qqm(W>|vy)nb#<*aqy4ZVGW9SmfP z4rA3)(#Fy4VhL2BURyGYk}R%4ULA*V@AqHu)nq;>(IYL)df1~^uS8~Gf%?YxTnCdP z{$6xEFlloD0)=@3@%Ohl72{VrMfo+Oo6gjB9}aU5Q%VI87CZ(C=q0Xh0T#h6vcC4| z)-6$OYP-M)5N0a1|Fc>-pMZw4cu^$(FH(OGe;rEF>KTG<3E1601xW;P9J1uO0tNGW zz=714B}h7W>447K%O6Zc{;ZRpyDnn`~JvW-BIo!J!bt ziI)p*oOX*Qs;JM|gWMI8N623?2Na9bU6AE@UCxS8yJk(BmJLo(8J4<{vS86~SGK}q z5j!whx6z4z{WSHKEMNiKk>a2J0Yp5#+O&K3u*yRCSuEjVY3A+0avKdUl-Kq|Cb<_g z@9*o#yI0(PC?@YB3B=$Bd2@0TARVXL<7EA_JJu^!n4~Yz@>U zexgoPkq2@YWoZCFy&LgFpvPDgq-^7O1v8)q$joI3FIs^&~ z01a`O=0}Sus1!SwLH>|tQd%+!o&g!{*5tJ=Pq%KEX-Zt>gzWe8k!WStSJ4Ov1tnvb zjm@0r1tG#cA(m}sNKe`tbIJsR!47_($bJ^0ZmGpvD_2)t9-&b6{INOScGAPJKBzH7&`JtSkK7GbW5%d(m%de8!)oWkYuBP8_BJ*dwR7Qu1q7Ad?7Dl$ z@w3LKJ`w5Uf!;U`*#(JT!6ri~*VmQ$41nuW9GccjP`RW<1NJ zqx2fA>^PjUR25ov!j~nr&n;zD9xpV_>l};6fLR>UA_k_dyLNqFd|&BK#xx{`1?Z!o zm8#1fw1|J#oBK35f>}&*?yyv|?v@4tsAm+w3i4I94n)(-cLQOkmW|>xh)3E%X?U63(}<`r zxKdQ~>G&i&yGsC`?DI`t>7{?v{OFP9Dc5vu{QhAwLm?5@&PdG1R9Hb6sMHBT4S(_$ zB#3`e$2jzbGI0eeBK{)?5<}c%H@91L84I77LQF{d08r5x{)GTPE4v=9=lTi$iGhx) z9!@R_y80#fn8NLB>GKC@g7E{gY>VK12|t*P{*glCo32ZDk8BjRKbFb=s0muws^z zQ=4v&W%)9$i4a+bgy=@H&jS9XkKa2)E97AlOVab@-QzoD_?wdf4pnZVIPV!8IX8X3 zUs}HIP!r9f?<}@^(osie10bzQ;XPlCo->!dFQpSV=0Q{QlzI{ERtX#RQp zW3aC%)-GLy>i_xs_fHlagngK{v;6;}TzCh;g4|JJOUY;R!u6u?)X&_$D)7K8VVED< zGO2D&T{WH4q5sP#DYg&Y=SjupH#c#-AisrTg^-w%J>Ga7K3}m zc)0jI)#~+oY|BNX>CIT*xNz||F_NSW;F8b$V+ zMAPgyMxw64M}{RaHZ+1=!*54IQdGI`$>lZHv-J^T7zKP=z_LNX?ZdQjW?Hkw6E2W@ zq!<^vtkUJy%K7*HJR;d8E5lM(K_e#}(N{Br`~G==1>zb0(OCCkDSIqL>b?Pf2vsK6 z&DX-@|N0x2ZHc*9>QfV6iH74!m-SaNE#CK_Azn8)!8ZWO7+rwuG0*Wj$eO0utVS9` zHc)xREYCkJ{4#&VQ&-0+Q$nc_HjS+ha%_~L1-#A;>a~2P5FkJr{3bmo>BvP4dSC{jP72bhgC2jRhJkXQdx-??aT2^h|?h^Yg`5#G62cFUuy za&hf3vy4VW)SgwP)3;Zxh6&cT;;L1pyA`C5YbQ)wRDPB09F@Fgv~a#@a%~lUubNGh zAlZ|6R%ixfftFllh>391i}Yo(qvI9RgrHL$y+>t{)UqKma<)!u>?;do(YtII?pvj( zK#h_*WHh6TYa{E#+8wXGX;gV4Y^N>c!5S@oI*fMu5br%QQNhnav}7k2xrE!zUO5zQ zXK+>Hin95f|32v5ZJ)}7&BkCO!E(d)_1@8?o(z5CSpL26IBFRZ1?7!;>%`$gV%6dFxyZ!?~^~!sWvf+rOqk z*xPsJuX&@_a9(vZ*6=Xp_dx1UwEGppdE^pLha&&cMA4X(lG4cA$X$|#c)LyiygS9T z0V5ux=2)#sg>v@JkikOj9C?t2IrE!V5%ejC(-6o ztrUViE5S7f8U^yVi?G6b30(uRK43OaF6$>6dNO*5*b8P9Bp?{JsSDYjqQVT!=b%tu zMQnkom(P=kSRPD#2;oYLCwh`B4cf$byYS)BkH>$%=XzA%vXTTCR!$9-{3oC%O2L5i zk?~!+-GBTzcihjFuxH%ii7QzWF$A3pU$}h$Okf!nMc-$L#bhKGaI8S>&XO$%nnP#< z7`bb4I#?fdsGtIzVGj}LRs?h4OA0SsdJ)i;i&{6oZ}%0{`kqQpOS{B>PY43UU}5_c zaC5=Hx4?5Q{$vwfhQb~LEP zryTeS4w<9cc>MJpSo$`vc`@@Z;x+Ih7!5njMJbt@%<8otKU#t!uEl$0IOB{q(5T@P z9q%ERAs~(CuV#>e;*r>G{s%O-jqYUpSqOg2(UI;P;WBC?^itCzSHOYN^{jIE=-_SP zL!6UTSdwJrx)hR5Al;CEX&IbF)6V;PWsAX$?2E%zV7mi0VY#j9RINJ0EjNN22(~PF`7A$&a{5y36=F$ibx{37@l)%cVoKb_b)r+ z?5R6K3`zUG`s%zw<~Ka$AbR{q*U#o)a42%fW_Z z3n03QdN-XYY_M)QKFf?+rN)`z;F6&_gVZW^`*jTZ^-*O+ef2;Yu=o3L2Q?x8KmrE~ zX65+v%(+|d0&qRlj0za5=eYbs9^zC`qLN)m2lrER>d@y(f9Cw%(;g}OC zvcqol+4IliGdCaHf&(&UE1QVi3ICXJZiR-DvU&l2kn*#=N%-N_qDrHs<5#lgjbw~k zfs?W{>MD;e;5)#3~y%nybI0eTk-2=W`zTGF~<)qa9*u1 zab~1=c=-B1E8OfgQ`<^%?}!L&Dwz(%9fDW89*dCiqusza>%M~IW&+ho_snXtc9ji_ zh7%exR>X}6bw#`au3N$7bhF=MP7PREGnW z1mzmULK-*1HC9EFLl}fI@yW`60vK3$w%N;PIUY7hPDw87%}YvqE3SgCzhT_qOkOA7 zzc2}bmN6r9Pm8~69$y~O-CE6iNs@F{%#3+|wcKND8P}!q7caR1WAhP?(A^&s`j(vg zl5DTPXUGurHRw5!x4sL~8FuQ_v!fXDJ>PMoh+tIj8^OA&c(!)7URGUZ?6lgP-X0T_ z@h@Yt(ePh86}f_bpi7hnedx-6|KnD+mpremEXnHD3q%3TAVtOe8FYj;0xMwO|M?ml zd~3`v9m>u9_w2w+>H{5m-`nU=+4;~`oz|nP57~G`UXIEiW&EwhxfA-4ha%7Go@?&W zVvy5@&`@u;_L*H;#6&gK4>g~XbhB=4?f#cD!c!t6D`wu_-m7HE+goSr59EBG7Vx3D zgb52s4$OP6@?AY6;}!0qRdZfBCZFgXYb%Ub>Izh~mqC^@m%g+yee3W?^LGOXl4Sn^ z?Q={dP!~}Ma&avXJ*Uv=$y4Nfa&#|q?_^*NK;Y2L$Vi)upJw2gusC9a5ITx~pevI* z-1jiOT=YCZ=;2M4RxXB?9@uL__ZA7LPeh?08ZF%GL~+QRBu$}%L2ESPg-<_nNC`L^ z1e~_B^?D9nxNUMMf_G{C#isX-Pv3#%4u1z4@L~vB@qZJwx)+rf0ee}P~-4n0O?YpEdhJ_8i z?fWoY^2g-Bu(|+fZ-vEuLI5dr$+kt#sIl;}i&l*H&MN|3k(9uUz>q0N=T;7b=m?|V zB3+7FC}R{*(N5Q~2b)-&Dm|YnX;Em;LU-@har!6r<&ZPy&b@@7P5;e!>k;8orJ~1k z9t|qU<)ctrUkrv1l)d{tRs~~(!W?@s8UCnBJFx`xS0ZxI&Amr$lQ?FF#aE}2!1oK2rhb7z!q&d4@}{qoO1ZEfETo}PRlY6%IROwXO|@Q_{Hw@AqZ7t|aG*hyUyuJj{~5i3wX^f-hql|R z;(gc5)H?sJ=62jb6&lDZ=&N`F8nEX(R(8&Ss3N4Eu?XI9|3B=myNSN7x^`n$DF;7T zx@R{lrad;7RQyz@BSvj*LL%!X(!MB&g6iLlI9X-(p>0(_1ON2@ZF?YPQ~FFfx>#T} z$9oTrwe10&rakQJkh92@KR$ zsfd?6uI0F1Z~4SPV*g34SUn8>!D1&hS~sFGKOJvk(DOQCTOtc2*&0hloadAg2!>eO_5a%m0{^pj>Pe zK@VkdrDq9UxL85o2k-j5dyxS*Jx9QZ)EbSYqw6NV?`q-J-ffV*qaLtmnVJ`V&Lw1W zFf%3a8gi#s&rExd9^b4bfJ5odZ6_kt8t2Uj{))06K>bl_o>NOozeF}s#$ztrebx_` z8r20RyZo87FVF{W^%t0@!3YAJaw}PBXGLa2S!M4JZKXCcoK6c?KB7A3ETgE+B!4_dvsX#<9pHDB(Ik@DQ^lf%O{lgE%ufV?-F z6h6Ti#T!Oe(C!aay7r8kip4%o0}fRWy{2D}796;?38+OI7s9`6&_GC%QOiyznzG)= zlCXN0s@L?S(-eYej-@u}Sik3$72g+zaZP4np(=U5i@6C>TiGNx9Q&h{f1JQ((6>uy zgyZe?CG)Dy#%WD+wr`($YFX#}AkZGsFr%Fy-s{_UdZ_4*!*z+15lLI z3L#NAP|~`=MbGi@@K+yd{^r57bu{z>vDGh3z4Y-}!=JX)xJv+w<>S6dS=(MB)?MyQ z{K5~L`b~%<>%<{$ehwvvC$Bk_0Ux5?BTzaf2TVo1-UI`uCZZ!jP_i(lby2Dn(}f^? zNMqUz1FIay%mI_G`26*c6Sm89KjqI)bJ_#Hi)R?BN>BwEhS4$dRBpZ5nA_NoD@Pnn zY$f7ObE}6iyJB}VX^#QNskrT|H6hF>oz2YJAqluhAMHDHI@Tana@tn7eEetSvrLmZ z4$~oIR}1zV!oZ>56rUaDTvdjH0{*vEN1w-j7!%hfc3NYSH$*M~QgwMsj%pW<92@E* z5GL`Vk!qEk9LS0)DVHeB+^W_x$}l+TEE}8OcSk$B@(uh_9_F!Cxs$1F_$3UR`~B-DrEizdgS!19HN;~s z?BoW*TSJ7T;SuMS??RTows3qsyat5+BPUMki(JU)e=$dzTyF4vGW8dmlxbkWU|t6v z*t_@o^~VS<+3O_plsvb9NLp6p9En9{ar46_2Ss=MDGnVTAqKYw{74{6LG-G++x<6jrhtdHE>v41;Xqx!TfoD0s zBAWoV18qITcdI_9)-WqlPKtut#9?SG-X=FwZ2edlLm%L<;1f7OngToHjCpkS??As5 zqO28G&8^&04_4|AHCG;8dlhKWV9Vt_>6mz^;Tid#!De+hV9&u zyCrA!rgOPls_{9Mb=3-1+k7v+<0(6NS;miFb!#WyWuERdqfN@DM7FcORyCzd%BI|; zkbE`FbT->NLLo3IqPS5dfl8-G)uTqO6(`1xck+mPy2rHp$r>p97IY_d*V7}e(eB7O zKJjI_MEkp7530!XdlUJpHWUI;8iLGTcp$Nh^vKwq8_OUe*L_+Q;T!kWG0?hX@s$A3?q@Wmm&>7LbJ z^GHQ`Nn?v}Yx?x|V9P!}T_99EilPfq&urPhf9CtLzNAo-B_^p02#r5J7PS*(k7SF& zD#&0D!lB)^Z3Ki2-Ob5~H`+4p!UPj#EFwQ%?cMD526uCLJ#x>YvHSHEydR(Jofg0R z=O<4YC0ccDN@Zpmc=^0=oeLTeacMI+I^{2+-2Qi9s@R!HKN!#LEb1su`#QM41N)KK zYEeqxIDoD^^3mk)xQsO>ic?d;7#|jppz$?%cm`%^j=gkg=1N zSpnUiLjU49T;%ALmG~Y{7xOL`g(q2lrmI2_6=UGK<7e{mQ#p+6JI#IP&5Hm>oI{K5@bmb{SlH(&zU-E5!ZD{BEgwcZm9tTbh7s7_}v3nfSQ#P>TYU zL6dnFPI6sxH0SxKg)7JpL7dK4_!a#}>jp;!PKP!m8e}VNtUMhW;q*i96I$rPrHan!+O>-e z656d=HHM1m`BwwdHH1oykOR}~<+-;TJ@f6gJ;wtuSkP;sFJ^LbS^bmmzC>Df|4*at z9BonSs@=#XXdtko3M4<>``HKc}*z=<=rRQ?c)lX z1DGRDUbH|ejKlofXlrxgB~As-oRwN*iOQipz%(GuV^LPZhizlKyJWbB6pcGZ*~2P3 z&A^U)GLb~_#&ZA}kwj?nwsUG?s=|7Al@afHjv<<#4fV+>qI_VV!w)*92(UV_u#)|a z=L2ljl8Ll@IO>&VkaPFn#Xp|!=raz1Dm$W#=LP4y-@EucmVgEK>qLQ$%vml_3Xg#B zxJ`_or1_5disF+iF@5sB%oLN1ii$ZPn-PHx6W-=eE&K;lkg(XG<#)$6OdUf=71{#( zc^^xHlsHD?-<=uo-~&;$(OM&ZD9Dn#{rmOqJ0;e9B7i{BXldD&u#}qIfUM3vOC1gw zwy)bSDpVlnbzq&) zlM_a}ep`!aO2%SoB;f!KG1()Uo2}Sn^#x%a&CO*M15@I~F`WW0zrW9&D{ko_#}9ov ziVMcvuPRL34=k^;fMpRO2YXS%0fH$Rm>)ZOZnfqZr@u($W9(=wrV`i$^epi;giSns`gB8d^sBF3u36*|7lKGVjPPB`R-5QUAs=%k z4;fPI3Ki4;gVRw5a)!k%B2)^2TVy@bu*6on$L`wIjf;&dsF?X-_p;$20ld^Fz3(=n z+d;oSik{iUbIR%=*u0XO7aaTbZ23OIk(*JtMfu7X6yQe=G`6q4U-dJdSp&{Wqw{!tK% zCwWnHBNlyGea*t4ckkIbK-|K}A$ZM%;1*YTlM(N`T3Z(9=BhVYIBEX;stf(BEo(;7 zw1{@hz;S)`H9F_=`lR3Q#Tm*|5~DOfPE7Cu$ItVa`~df5Pm6frkO1dde54(AiLY~P zT$v{0kYxV@>}3zykYh}7V^NE{$~qJ|;iM51x%J>DlLV+fE+^3zz_TYXyU0XJ<0bND z?nb5O1Ao06k!Bw7%kidtd`0cdBY%25uL;*KsN2hWb+L0CFbjtRj6P=7`}4^Gnpdz{ z6TEfvuX3M~0G2jzZ4xyWkIqh>9WYJ=;CV*;Wp*zkKua%F{cGt`gm03pqu?;=iBIzI z)qVGO2Wf>hD+HEkvw>sPt#99BuC{@Gw+|jTu!&QQC#@>~v^8JfE+}Es83`$NGnMCEvsLA*U8Se_?~20uxnjmdf%wwL@^W!; zB1E6W5rfrnv9?^Ae*N>k`m|ZQNd2`_`i$WRsUrF6$4Ynn=_jSWL$OcNNk3<9Rr$DAQB=r{#k>m!FWZukPI!RlbL}(iiEQQEVn?f2%#hx9 z;uT@}rq0tl#@82XDKE^tXf5-9CH>|7`;AW;P9$fuNv@5)bgoR}ne==h>nb!7(TWm+ zBU)#=R!Q#$u^$GlbHHp5wM7~XyW+%e$LG62oXCco41h!-`6+=nKGvN}eOuZ@=tst| zqyEbWik=x4JUX~6Qx#=p!MwN=3TU!fzPJu*Ad#N)$GgPME{c*$%{fNOK#>rfnLkm% zpiw-&bFXDxYN!0#Ie)aG2p$OzQlNbVYR^2`wC)cfe9@9w&tgGx5U-Y$fU%|z*!|!2 zh6RWJ{2&idlI_K3i(!Ti=yfLdv2B@akF8@x7;wMwl$95~myAxHlE1B`6aGU~c+y%A zL4Gx3#tcc@XPSFSfkeS(Mb(mtNB9>qNH8JY2v3MVl_Wk)EyjtRZ`#fea~-p~(kk(tq>7uh5#y zhDCt5Z@1EhTF7o4%ktF6W$2&K9=Y=a>LB$e+K%yVDUJ*C;l1p)7NwDM$KRa2a@0XT zVuJE^w%l^~hxZFlS<|81zj!FUidH6jDQ`8vlCA}ULJksngqHH}-Q1HrJEAJIJFq4{?TWD{fg1RMiO>m|r^4+kDH9!vNrO_Cy(QZ>#aCuJgiFqa2q_|x zgx$QU5$mbXRCNB=Cp$OSXXmiw zzwCP&IES>(fvc_1Vw@Y;^vgzLB~rU6^YQGEDtr`{L3aSgtXm?)>e z1XLB^x~JPnywcoWDMeLTj^oT!wQEhSRo(Ly(b0Lp`U|nucRBDmU;#swV!`dLi&#&_ zF|)@+3WUAl&<@HIr!bzs(Dt9Ex$RQsY!PM!AEU@g`OkrG5~K>tHm&2x{WruaLO!eO z=UaUmeuF!6bGa)vg+su_#P26_2)##JmQ~)o@2F@nO0V*e+qCOfU`SAexwm%)84|xF zlbaMa5=Pst+wk}S@<~KEh8APnUZ50wHt@Q8yHc&&@VKOdZ{NNpQ+sqb3;XhiryOtR zvHO;>sC$cXr+nOlBAlFNZh__FQ@X`oNqszG<-aqQ%ov@lx5xB*O8M*)%?!?;#qjg= zEzQlaWAOyv8Ey4rTFNn-GKPzWkyzfy`ElzV1K*w~OUa4yqF-a(_sjixS{;ULi8SXZ z?Qu^2L?dBjYKjE6h<+>1WB=BzicE}8)lzJeFQQYDs3zfykQvf;Q0!!J%Zcv(6X1Pp z7!0_X%JVCA+)mAJ&4jqhr!57@f^1Y`E$I;06ckR6jJAHKvDSmQja3&W75~JtEN(gf8DXO2Zo$R`^U|=GRtp@{Fy{DQUx)b}alWl&5ZdH~>+sDv4PfU` z;T26b2S+KmLzb+ns7LU_8TZt+>fk*2_igs>QSv=P^1v^kSjf8@(Cdr=N$LNIKb18G z{eLY0NQF42?WQ*}=%9!M0JVyfVwCyrlduSjHf< z!F^=OBmLpU`}bP{v%D@p1~WqMt9#1|y)yB3E{;aeU;n)?E^gYqUa~}uHxw1S0L`Kg zIB~wNDK~{|pyGdn$t`O3a4i5Ceb>B@BszY~g`Ybte!P?EP6pq(D#K63#FCIKZuw4Y zY897Ny>p49d7_!P>`}a*3<=6>IA;fyzC1&EpBH5J0PmGK1FH!yDtn$^EC>5FWwCZJHBw`Lc*pbIn9%#}CilYzFZ?pJ04L<+d z$C>r^@XJ>WjWULy?g1FGRJEiNH6qH-{JK3@+{2;mn!0vry~_Xjv0IwS%gkCQsRV<_ z6PX}7KRm!_M&AB&+Q4$Pxhznx-PNQr?V?yJxS1L`eu?9E8N=Q3IrJe{p$)vBuIU14 zE-0k5cwGk!_;hN3%F~B|#}yP$SyG(3*e5vK`Z%{;`7f!^PgL(*sYu*BLg)#XB^TMU z04u8N)61gCmA&SP6j4D97}20wuV2gEtYh2=ve2-<-jO?pC_P6ehfUHOlpH$w?y}S# z7D}x^kbyv2h%|?bp-{77F>UhWp~>})`cKM-9k~ku+GhL@&{M22nM46gEkc>CyW>0E zO7@kn;*!k|7<^!u|HVd*jF^pU|9bg_-(GTlPgS+f@0ZvU!yo&Qh7ecVU!(e&i$2|t zB-WYer#=~v$K0XabN}{BNnF4pD^^6_X8GMjiA_^G@UBnYKI$uzY?GmV17la#Ix9Jz zYGU3S8OnNwt`~G3)pO&_`$}RH5r=7ijh(h0tIeFf74&)uNW?i|^DO(DzoDgX2FQ4M z_Qt5FTD%7r8I3xv{n3R>I+{zIaM)I)Q|ne5lv*ZFnf>$AYbu!6Cbi$1o`#c)!zvgv zr6oiAc`S3>VMCML7b!aezph*YXU#oZK}Rz0f-}uBV^7EK(~y$-IK(yLcBKZPLqc!g-{R$0be``oGT=8h;KARy128S?Ek zr<6W0`q=1`&qOYTu_L;0>OcEzpM3uD(L)49*l+SIS}RCR=}?^cz#<9;iWcCojUF+B zBGqE$%yYywy1h$57P&Yi?1-qb4Du1hL!O=?F+9Ej+!Y{ryIa~m8Pn&?iApg&ibv=&sh4ckXf4s%ITQvl_~2dj32*Sud2m9c}o^Id|lkQmv?Hsd3HUx zrdRL` zI}gq816p1ftf*95KJVb~Clh{7N5U1tPl-AS0$&TZ7lp&zi>U?IV`hRq)1BU)ujf;x zns+O}`B~@Eul495FY|zRUpkBI1^WO1zo_zX#TFr*kbWI;f^f8XQOCJ8*2AOSpR^iV zlljVjCDo|sMZ4nr7#Q8>&JDw+)o9hx5@T5Dxn5oa5^7O&)tV;y`R{}hN7j%tIhkoi zEaQV3U5-tA>p1T_9V3Tl^g0bEf^WnqN0eh=4w5ixy_@+GztYe8?KdB|$|h!dL8sYw z$VB0!%hkiwSf2OMy!5koz3h5RuvVe<;LOcN*Ai_krifAJLZbX>$2{_a?F5Y`tqq7S zIPe?&q&RljQlL<9Fxw|88eNKb!@2G{h4P(iPs~s z?Qo@VIt0;SQU=MOg)3h6%lCc%*!@O+VmGGkAcAgvW~Q;n!IHTH_$omC|HUwwE%S<* zsN>m#9UF=00FVh8Z!3M`%m5~VFITRtuT+`l>T1<>tI!6$iUt;y&LudW)+Y&9Tybnge4~a_O?pX26+H0;$HGX!BdGAA zlv$8*2#g2K?GC$Ob8UBNt8-aKb$Z8_-ugYS1vmDt-`){SiVwLP*_ zmS%F_&@avj`N+`ht9nnVfX3umQ_Iz{mzHenF|5enF()ayy6)u4ww>cmRTa|* zhw+L^212FT-TMb9EQxqs7fc=7wn!c?K7zvovv{{S9FoKpTSus|=!#c)R+rXHZU3io zzE-H72`i2?Xz8VkjcC8>=s4^3lPbL=4TbxT9b*e-AIsDC^7QOtW_H%esrBf`onD>;;sIOS?p8F%g2Ky##Y(_5a7TXV38D zZ%2a~U^n;+ija{gI4tvk>*6Q; z4Pk!Q%95*YyXifcx&?t};k^ur^`I@h$X-pDR){u9n?TID>bvjLJToYCdyJ93U-KAh zJ+OS~a)_cvi=`|rO~S+k?i6Jcf`+1fs(yKkzUDFMNJ{a7KdCd$$TmtbI^7s7qF8BU z(x;>W05n_0C4{>u+kc9lD7VsE_^G!W07hgyM)Qb%{~92nDJ9r8jleIdG;R928XfKn z_$DS+Rw4@x2lM^V<@X78_LOJzGj&B8Ky1hzRJuEJlK{jq7m1O_uVBFpXFa+lCz zqGd0>SMu&pVo<{$nI+Wsien4aPqjtN@%#%7e};lmJmS;J6C}5hdFAF zde`~S=qd?x>uPSE`?$p?5MGZJIwRH$LGxm=d-CFQtkLvXA+#8ckYK-i-?B+wIu4DY zcb;EnncS+vNP1JrN39vZL_%r}w+u#Y#?+k1Kmy%j858m()#CfYn(gX9b5@t}15^1FL zdtGLp=RD_e&dl*gy6gM>e6Hnvy|4GXfEkg$7K0YaBf6$nf?Gb$BG3jbwKgk+8t)OZ z)^R3qfK(}roMA2w{0b6Td){>`1ISYZJYac&}@uj$;(^+dw%Fd?|>WMzA zyyTy5GvJ|w==?nC_GRYuvJBKz6Wnr1w5EcCgE^|a&a;OjeVz9uI1gAvgSCc~{Dep> z^d#QU&HnY3t7RmC^bFD#!rk$j{+1R97(#m3W41u3_0u;A5(U+8B5ap#dGv(n@D zZQb>SE10X$$*S3p94V+aNFY;Y;iNA(UK!}h=EvXA_XexKV|*)|$FHY(dKyxn-FTh! z_3|X^J{d#p%4ebH1dYwDS826#2L+w5c$ECQb)Uz{kP)7|o8WxyDjK7YXaCW$?QfRw z&5N*K*S*28{OWaflx^1% zR(&6(EY+JGlaUKgeONtA*e=F2;5 z*t%61b#IF)JE$5iXLOiyM#M&>4O4iOHlEQ^t=B z+DP-7?G(%Ts{lLr?dHJ8hcer~d0$z)Nqfe<@RebfJ?~rVs$w=e7k2x9~0fSK$&nr+^Yxur(;h4*8dl1pmAm zu29|g!sD{H-PRE*z?$0k@53pJ=H1@CfuZ6>P&)drP{|#EYI?qtVdItTA2H+cpgW1) zD@vRKE($TMM>=v#RFA@#Y}j-Dt~Orm^BVr9P`R*VX3Tm+>cO1<++^tHMNPnvEtKXy ztKX6y>ychP^kLomKPXF|(i45}vwOrU^4RkS5hIp0)RgBDLC{5?I?TdC92|R}bVyi2 zSYUq612GqES$K2ViJ;hj|DBz!E$%sW z(?*5tjp%)L44hLWwyq4>&MpMfbqqwree=-LKgP*g64DOV^g8}M-Jl22I?EtOxR~P& zr;c%mtCf*E9Oh%@)Zfg;;Ld2W{{iiy0`Ll^L*4G(@P`f?%vf0bmO_U8(dw0Z13gw8 zPp-){y=p}^{XN;PEnaSy9zEJ^7SPV=rNL6hroXqE&Gsvxb+Phn8`ZryIwN4^Brcci z91R>ea4~OQwP}r$#$4+hKgS(7RW?ZFgTe#6?B6Ov@O6p>x|1fJu@%*;F}-OLR5D8U zl2Ih7Z9pVzUR1lj@YaVTK!FD1Gmq#e7O)HfjxKuKo%1hD3CX*Lqr*|94Q-QGbmb}y z9Wy4c;c5rxEt??284i0hH1XWENdUA! zO3phy9NWA?ATlaG-lL!Tt6nK1tOJRDMIE42hlA;9|BNjHh?CWU+ujZ~Sv4cnEozsb zJkMCV$DvBmCKMM77$ldnbq$`BTY-biG89FEh>bOzAVRSTkVsAEd_F^E=kR%@X6-`t zl#~=!Uhak@##M>1kFEEsdLgwF43-6QHQY`=pyn3ocxWkrS-x6{F6%Q2hvKOxqR2p7 zh{%0~A2P4U)YNpdrJlZid$0px0tsD{ON!`8Y4^+*lPxlyxo5_^b|cWrbfNeyu%#%L zd>eDUd$-oWL*NfWAeK2X5Vk_^$0TsSMDVfRK~ZZpE`w1{n)?&gu!~vv8;T)ec*>&zg13)PvL3`2#;Yu&jo0~BQkmrO2St6Ogup1k*6-AcE}__Fg$ zuX{PHeW&(sObTvQ8F#*+Tg?%D21sIX;y5xh(*sa%CS?<6&Bbl(ur!@oe=j(GY_iEd z%(gYM(tp@#GtC2+(UTi^^Si|E!lFi&Vs7z4=Hr^I&Z}R2l_Lgh7?at0`v&Uv3342I zmR?pki2<)4ZQ!4yfnMzVSNhgltJ(ViF&?!35pyBmI zwsudbcF;SxDsFfGdet&G`STy09N^V8W8cEgojN^Xd~i%7bHR+18#iur&Z#Mbic8Gc>=ygkeVG!6jXnjiiqt4b&0b(;ic4LaKdlOv z-@Crqfb&gx_-p4z_+Bo)+dRg}yF^WA2@tcJ-8v)KOzJnBmMxjcz5T#87YNOw&R7MOH%oxec3j#R4{Tz0c zDV0H}(uPa26Y)~N1SU_0&;Qsxb#;8ju&ohSo-RlzxNu>ONEVn&n_zZI{Yq)Q^GSmn*j5?Nru9zjuXiHS{eW448-U51 zw{Lrb0erShrH?V;KpO)~vNd1#i)&Ed$>~nEX;ZR~7Y`Xqg}0qCRUs=`1KH9Q`%9qR zvGQJQl4u!1AD3h7%s-5VGZIBG-cI(zdO*Jp_2ekh%!wyg&TGjU`SrJ?IQziB5vN$cAI_GB*f5`>@({0P zZiW2FVstF#CA^Z*2Uu6tpFMnu4=vAFqSL)QPh_09v-;lqt=k9Usa%+*$ymJIwqhkW}+w^;t77 zn!uSK16(wkXSIPK%(aV8f{)>i?Dli$m{PMF4;>oIAyaZ5>WF5?V-qEgZrHTR>)BLQ zOh+5ldnK{8dc?!v%&NA<=#R(K3vQ-J(xH}7m5iZ8$smi<*}{iMJ$ruvjsRZjn(iC`>F!sfZeM-X7F-=QEa|Xixd>+>g(9!0%jasY=?FLuNn2^~BnB3Id!D*W=lBs_SzVBY z;2n`4QKpc!POwqod5Cq8td??f>(o~R+8sg|c5g4|E={_xI;?Q;Ulp7AqIv47;){BN z4L+<)wK(USbHMTbs6ELOSCq}qoo+de{xY|4$@~yQ+*CR9SK)dpoHXh?zEmjMJhZp9 zcG7x})vf^`FKDPN=+j$eGo|A5kIeP~u1AypcPQ7gNy*6(ViL$IlR|f&ytmG+6aQzR za)E)0-l`dSZE9a@n$bVm1?i-AF(BQvH4HJa3Q@FD^U!9IVLlG$_!(^!6>w zCwJwiR$jdlCtLP>mB12;Vok$A0|$2Xs#$3JzrTca>+$kCsONMfDlJ*Q+!&Z?cA(z7 zWh7Gx`E^YnmK8!}5?663tyUtV(9o)Ou**vyz}V48UX~Z-(=VG+WQbI!F~R{vxxL4% zkA<-a6*04~SwD{)Lg&lbDD6a&({ydLPT}KwCIJP()zHUb6?mSW*ooPi5!X?!JQIfZ zr?za_^23>o!g&?L4!T%w4c6V#-P{OD)N{67Q-KL^V?SEd*YI|FDFO`W7`Gx#I>9>XWbYPDn)OpWCSRuRQbp*nWX;bVer|o$QtB)trM5!z8p3Zcv zsdlJJbPk`r{tK;VPj6Y{10j>vTOW!KY_DmY!3Q60N<86!!mC|!3rUBGv}di5mFAN}#c=O;_2ue2GgKW>HfbXB_v zNsBU13}-L2a{9@q?x9aYodsFC%!`n-iey~`Lto|AXTr#$s4xaJ16(@n1KMlMOvxBB zVQ6G*&?8b1Q{ZvWKE=Ff*SP1z!tb>L_J{QETh@aYeGR0&<*#{7bBm}UIjc>}R-JLN z;4hHJ91V<&k{^y+{GS+S-O(@IwLJdcox%^-fV#wlJmZaSAW=IM+-NC7UB)SwRNoYy zTS)qc7PL=QlXg2Gby@zI{ys{h`)h2vc2TQT>weNQ_*0I?AUA!^K~Gd`jB%a&tm?K~ zn^4!hPMO>B^GnGJt1KK+IleaSU^_L&jEBARJ04zKVPh0~!!O5dZqiwQ$7w;H?VL0( zXlGi%RvZhYD%p^-i}V*q5W>gqKdLNlomuGo+udp!|5jE{YUMdoYk&I{4*f(8&5ivC zV8`||e#)HF^9!Xx;wN}>{18?lAte{jyq;Mc?&_(ekl-SuM}ID&jkdH82-1G7{bcmw ziyq0011DUHut}Su6EiL?>Q9%1ymhlRRh%}4NYO3!sxxgW(NS}qRRa?Dazf!ntqw2_83s;+KnyspbP);q&% zrd%(L%l)|M^M|yDS>z3;)7B^|lCi?4(px$NQ47VIHU9)rb*FWWGc70PmalJ|qE}sG x6EwHeSykCe3$151Rtxvny!wN;{rAT=!N2siOtBmNjg^8w_I8f82W@7r{V#z_5S0J` literal 80153 zcmeFabzGI*x;4BkRP0tnFaSwWDG9MrO1e`;Qa~wbuv?Tyq`OfXDH9QpTq3Q~Ehr!$ z@Qt}}zvn#9yZ8C_dEf8+_pKk>XNhawG3Pa}Ym9M?dG9;&r%$e+XP~E0C@UmS9ap4K z7N$}t^VOHo;Wt*D%nbO?LhGZF%1iKaUSel!i5hvg!=^-@MpEF(wqsc8cWj zBg*zq`yS)CO}X~cC7sZOc$roP!7Pv$4PfBil4MbxX!{pwY|Z+#Q?-%lk^yz{=8lJ;QxR3KRpJYA54E)BAK6rCPaH%D$HwaoZu}4(JzJGs8RJGHeZY3l6Tf|9^mSF)IHm}~gl$6lW z(D{kWDU|he#gpYLC={`a%jvG^44QaMb+U1ANQO9%+|hL!5O8pGY+$?`skyDB`Qg2n z`ttVn*@BiWiPQwOP4X%fO6cALjV}-a-@h~zy16~PB6~(F`(jwKZoXs1P+;J*bHyKO zYLrs)M(*ZI=cM?{M87DIs0co&l3}XyV4J9_+`&=hdCH3@6#4~xhBg zUm}8T1w-WY)OcS{Oo(cUCu>JXM^vVHqv`bIs9=|N_QfM!yX91;#s*XhoE>s2rzbKfUnPMFBs$o)Jvu4eHh6j^_FNS{B8->I<{OBAR8By%`;A1;6ay}zL`y9MR)JqQAkitQqHw8aj>^%-@g5D zkm%)4)lt&slT3$PwaJLYE644;eEG5ur;1ebi_3Knw~1P9t9#0=o_d(gOS0nNxOTxu zQTy+qM~@xr7#iXg5)zu2nldYLpEo&>)oRu6HqtIxDy|hA9E?$Vym61V|By@Oem*{d zbMKZfqN9s9DDmV}P4wqfOHPalan-zZ>5|~|_)u#~YU*B%~|v^VM&v#Yv=g$4bRC6$kM9J3i| zFJYVtEOu?lbC}3oMWJM0RzJD~iOc8d(?r!I%{bTT$;qxmvvKQopEkxs^j1gR6QAnm z8||qnt{(T(bFK2n#+wRIECMG82&YlQaCNsPKI^wrS$J5WxkHw_am*+!SnK#SZw{PRzW@mi+ z-n@NVqQ5ux*sYaWc|(Dg1#z*l>?(1JCor~8rM%h0$aNtQGz*+_sAkO>W`0a=zb{2a zM#frqeZ+J?VX+NKH-1%^N@Atea*}ZafoD2cJ@Ki93$nRG)mvbWrp3>C>k5&!c`%Py6`#MrUUqSg}=5rZLO1 z?$wQDKa^YZ9DeZIf7eGycE`m8E8d{r@Ut(auopR``iX$q&*|~jgrhg;Rl92ARis&^ zeQR&7*g9f^snuW1hUFQ^vU_(RvIIueU*aL7iS32rhuhdTZQA6Ol9JMcGx(0Br}Nk3 zSa)4Ww*CFP22v7}hgNT!i+=BWCL$md1MzSp}Ewq2X zv_C*5`q0d;*S%AS#QL8(uG6_DSjJ=+$ikxTvz~gq>m;}N;+2ehbF#DjhPqe9PR)Mw>3k;vKc*_jYry%{y- zLj7~c>Crk{tWrk5n&$pDch+GUmeq;tYh_tbuPj(x`~1B0jqBIdxAoP;cr>J&L@Zdm zl6}XHBZ_05g`YpGPyG62T;{(|b-E8lsj{+CthG^0y0pBUr+AB&P{HiJefx6lhr?$k zD%=|Gd$C|We(aq>vg)!g3_Es9%5!GCaJD(K0O_|orEsSDXHShv<^_#}b6A*aSr*Od zhUE-81rjIE6TN@?gCV)TDOh$`z7HWS!*YADumWHr=R#DS={uCHF+! zC3o$*b+%*u8l}(0(=dCxD$dBJ8J1gJu*B-Z;^dyEpsD%9Zm1Eaxe#%BdV0ls8+nw&k1tJdy>sV|=kxKU_io=# z&3Py+h6UPc?zblRpp&Yn)$$puG_$%rk~xLZU%u$GvalFq0!?vU71sBM9a7^+OSqryM%V0>r2&tb;uB zxha%K3AdOW*^9?W5m2J>goOX@#8M1 zz@bZg$PgJ8&7=lR{-`*ValUlp`Sa)Fuo~i35_~`S@+2S#^M6)L-@SLwtID`c$z8y_ zfuCgRA6*q{%F5p1;oe7~HGE<@CwCkHNtliG9R)-7qzrsihM6R&K*{uAdvct6W6 zEG(QgPYHPPBtBX;u=o4d*QPCbIV2x@vPyrbuh-z<;6Ok)28)Ygz)%!HR0v9J2tRt+Q+RpMol`IP#AcNk_aXy9z41yQ@k%^ zaPDp5{e+a3etAfDp!tPba&oe7U7q8p>A{J1uL(z4A-+1>ncov)A?FGTCk|!@Oh`I) zx*{8STDkFBn^in`@#4j+*RMA)F(tPZdzjTk%W9_TU)ji`8TtCwD)Lv)=YAnl^>Sv3 zT3LfUDHByEnKca4oAV3=_U%)siIJ;NGG~?Yegr6p1#te_Y~KFD#i)KC>l`SQFD?43 zXrZF>!mbBkM{r=PkcBskfNAaf>aj-4!no5xB7$G3C|*2M`!;xQ9e;V(!$S=)uA{ft zRM>9jw?ldGK`n%6NzII!5SLDFy5rC8Fcc#80|(R#XJ=lF4K{OeI4zA}k(Rd>LXpGw zo}}czER$~i*4Ab%W?>;To`9Ib43D;X9P0d~+fweN1fVxM&`3_Bgk0|P=us$=o1~jZ zO`V>bOJm<}T$yJi)?Nc+soeK^WGf_WQAf)%>GcW9ah^lg^C*YE?kbv3q2x%(%2Iy~ zw%#n->T!oB!CMKpL=9~)FnX3hAd0HD|^ZbI3rj?B|+6> zs3l)@hmS*!K0=y0p5+-35XYmH`8i$hg`I3yMTp-^{nY+pf+AFsG*yNQXI+!O%A7qL zPQY~IR4#z0Mw%f3f85f87BN`<_-hK5Dv;@7=p6aewof`g{Enof;0p^#v|3=Fgw6 z{Os&ou~qMH)NQ_c!*D) zYRoiO0!Rjsl;qKPe%$lt%f-y_N@4EhA&UTwP9zn82kjsc+v;_4VqpZd9=S$`j8+TglI}8P$GUrWAJ#M=MfQN1 z!|&l@5ftj&RR94ODp$tl(9I+esG`y>)q z5qG}SSHxi?5-BTscd-3YTwK|3&pjbg*WcOX>QZzMA|=TI@>Jefw&`bwpI$F28Cmz| zBkT_yI^;4|Z$u#J)oa%X`Xis+v`4$rVl`*yJfzlW z6m!Cx6bS&ZAO0rxKpMDOz_LZ`#*G_sK;6AfIcY!}$v{p$-Bl3{c@Akzj@>(^0ZUc8 z23iaC5S3Z<2J?q zWbd_A;*}#ErPN5tbxAreRP&w2GkZa0^vgpI>0uzKK#Ci-ZcVtmfvXqQ1ocKg*hqiN z@|$9#0=HC=T;xGLti(QLUplveSNC`3`1g^KYQPFC3jtO(Hq&?aw`k_sKXZ0==D$3s z9k`;gkD3sJ2!FsJAO&(j(pl%npahVr1OOvK&pP7lviL53ISlBearI@M@u$RqOv~2f z0+%UHBsHaInX2(tw-oRd6M%QqhV(d<+5P7~7$alQuUJ8C$#>eYZCet~P#(Z{5)tI} zb6i&=OEJgl{0RvO+_z#w_N55aj%dObOsVmAA3UI@o75yuULI&r5w+`=2VqUeGLj7v zQQ=Zed<0C_;`~Eax)531^ham8V46 zSR46pYbXLe0PqQqmA`*q8LJSXoUAPj0U{omqXGCPxvs!*G=6e?C`G8%nXj023kvTn zmPHH+eT*#%2Zy&4Kj7?pLrnIwf)mq%x(sgXHs8R^v zK-!IE6|oJTs045)*Qb)Gt^ndx`|iP3>t<<#FGW{0pPjvdycdSEnW4D$He@7pJZ=}t zwHtWiI6jz!VKPR|AO98wDWr(KKkCV`o6D;JQ?c&O>g3rg6ciK?{!0`U5Ta!Hp@CRn zc~4KzejSK??-z^}ab5+r^8pAUkq6L5!f+$EdMNHK!S&GZ@7EB>VH`@)-BdL_AMb;^ z`W~NTQV7_8K9OlR0@s#QIG{1=COzlJF}pWls_D%7}dGrdj zKYskk02UBcUS2NCoA>=HLAqdT(o@pB`H@O7r%h10udC4x@Fn={(yt3Hj1M-)D@5GP z%gak_DEDYNEhVKmG16h%{(g-Maw4*$e4Jtw_jJKT=hndUH$8uLg}9kE=h|XvcmgZa zkDs6&jLDu{;Mdo;z>;?-xMhWRZ!dCm4-#`wL{i8w5y}b(QAHs+p;PF3u%b=}v=>vY zxAz2M1@QAEz%x;PFktla=6zbwkEyV-woWsFhLXitxDIR2*L(U}gxx^HW$jj=IILNh z;;u~_?jI9;_to((v87#nJ8 zYIur=t_xEVbY5g4Qx9c}Gc$+05Gjn+XMDbIrQ12~zx`Ri`Bve+jdOpV@R(?gV0Zld zU}~N!NJ;7bms`o*dLpcIoOIUG2E~1aq5i=l#82ddtwO!u-rnQX&C8B*L22}i1mS0&X+TPQJX73-xAiU3&lS z!0!jo{`RNAImVfH>T`cm##db{G1y=KV#)eEER4SQk9T>pTzk1)68w1o=H*hSPpck2 z4D_@`4T=aA0*be%XE?Mx<5$<0_I`fWwyo8vE?LL4Df^k-U{lFWqJ>l3j}{jmyC-g_ zzd@m-q{N}OtFtp&(u>WcI#Tk6_8RgDN>R{`qN8CYrEG(XS25K>VHvt~o^sI)Z`3dv z17!74EUw8mF*9=SIDVzHueKajGak@mJas?i{R=&}X`j{LKwrdPu6-5mu|+*~>yI)r zsBwrhyJR}ba}Z5A$c;vJ>^Rbw!%I^2FJpzX?O06CPRZHdK;%*K`l9N8<;GDjKiMYQ z;>=dM@NMSHc3j+@hYt-+wv&&9R{HOj@fW&uvg+;HqvRLR*!cVOdATz*q+^TJ9qBncl~Yuwz!y!o&9}F2RXvw z$H&|k-6F!!s&nGXrnzkv@4DIsBVI0`Yqh<7p1;L)e>*ZB6+G)juE#DSr;?%$WN3_( zmovt#J9<_%Zt{Ht#L!%m!|Crri=f)4YxJ<;~(ZzT*m|WaWHLu2|); zah&@){m@6Bdura3W~NulSK}~QPcIR~I6ucDKj2t!)2m=qC9~O?X-<{++I(&Tnr*3m9$6oZ{A{l_`g4m7kFORt2II1Ksx8o=GAO|mV%KX^aFFI7}{QQ>eOKtQ& z9Us0o*sn1?Zpg&MgoO1jpPQq?DxtojLeACIbv&E&Qz+ypFWCl*T-X2xfZs=c{HQ@N zCq0Brpn;k5O-oAyf;O?5>j!l{GarAC3zHx7}R1Egm_j6aqJn zPB>$WV;@g~D{2^|E@9nsC>xN6eMNTd+^HNTwLwx*M&>@$r4BAOHVMTsMaemRKCo|_ zn7w>hSQwV6AEYU;8Ug(x$~0JspbNfgz|Sz+e7V&G2^Zi#0HBEtfDqZB8<0r&lXKch zW*21u0MAH3R}HFjTOUp;c+P?;kWhMVZW*M5RAlbjTw62qmOKr`F{iO1w^^-u^X7qh zs^KOxoF_)K`|dn=pmOnIDo|DX*RNr~1>K+;s)mM!!MecpK=vN~R~9uH5kVQSQyrjA zwY9*7TpE_1q~}k7#=fE}3+~>(pWeXBwST`N=s(6*2_lSgw9FP(R#p>qCp2H!C86G^ z}N8X)y7uwq~rjj9~}F9F4v~V6PP|3mu-xzBA5?gJ_OuKTRO~O37dFq5S0L??S;3di@X(6C~lZ;-U)aO9j9#DS5-jjnRviZH$GgN|Go> z*W2Ge7VLs^&z{pzyt14(lEDpS-%&K5@p_4YqJe?I!_rz*O@7l__R{f#PGhx)W+&tb z@+5gtbSN*v-+!~qNXc%~)`I+Z54V~1Y-MInL8AwRND9!xCo3zfLmi<;`XJxGU(6qG zaq^5TE0Y-=Y}SHgJPES$6XZ~X>RA^cEmW{4Ei`mHS^_0&^*d}!B5?`E#<6>JawC!C zGzQ`_ZF&?BjyG95&P;TTmhu*UUZ@9HTmy)x42eQo3l(`iZW^m2?($GeR^GV#yanhG za?evWHZ~466_l2esz$Sb-)ZcEv=+ea1_p+B$XbgQE#la*C}(?Kqf@^z39^A&EVg$(|V1X~Q!A9g>p>eX|X^lJ#F@@WI57 zC~glPG75*s1Ur6U%kzu`k8h@$m6p>sT*49o3k7s-xfk_U6gb2NAWOS4YHo+?i&{^7?A38ssD2j?;H`ZcI zjEsr60}}XPrWqo>HP2sxtx0<-Dk{=vD{4Wlk;knhHXv6KI;ewA7o@1?!o{tvt(@8~ ztUB%jx023QsZ35F8e#}UmqnVQxco2O_PFqClw~)fLxYdrZUV2>L6ud)RT2>ZLDTS4 z`10V>=g*&8HLY(h)8E?-l?WG`@%zj8_&9HR?vK*EDraagM9Zn@;pGAF2^2Ky>SuPD zSh{>j*<#8-SX8ui`H2?BbaKC7z!jsqSq=Bl&7`p3rCkE+^&%H;aBv8%oRE=R zXC{n@h#}}g#2Dy$y`WS%u0)2!%JiIB=?w8ZxJ$%hxt4{p{OqPTj6a`>*m4%P?UoBp z?^Uby*HhEi|6<;H5@*0EmZZ8*)q*KOaz6k`NgA3;8c|-b+|28rzm3;}tOpIwfiP)@ zTnqe-RT5Wh8$3A$di?p>Il%!94Glu7$`iN$P#PIom+5abf?C~W-_)e5&Nnj{*?F}c zjZ1WydNJ7ryGxm9QD3!Mf8KZ)GTRIihBL#0kwR zAIMv1HkNvR*ovN-F(`yxESVq*J+qVkyp^vE_HzJX*TwuC?XEh8-1~?HszeXQ=83R% zG#b>rlJRT(v#hGcthA0&51k?*so`D%6rTzBw08gU1-~}~1 z0aaYelPrr1_4^Ob{A%lM%t{ge^<@FM$DW=ZNOK_t(_>nof8~mGW-0m6Nbhk@Y9CD%ZNA(=u!L17YPI>WY4m2d(S$tQcyTvcfW=rqG^G8}Tv+sLcS z&CAPc+y7Ys0go@XSv9Hu_L38?LJQVJmz4Ui5AVj@javrmZ% zh+}Gs-XY=(05Qqhl6JMBwyC)IB!W#I9Xi5=5y7R%iv0Y_(6cYwq-c#+3^=0Op@=3h z(SpdKP~r&e0GB|EGHzyis%t7^u3{AFe=yHoeDPM9oZDygD0#+Na&-#Puyon{BTTVo z+xVqe@j-D0G5w2=o5dLIS9gpWZN^YDE-rk%!KJL|>T3eF=~ivNkfB{(m7SfvT9+Ia za^{j$dE=XZA!!ejj~t+RWZuhOxR3~@=JTXCo9nXtUh>iKh=_pPrR1yZ{GChJb+TS( z&%Hmkhx`Js><#~c_y50nXXLcWJ=_dp-N^7Tfz(Hj9_`mzNzN5|n}9xCp`wz~fDS$V z7QlB|geT#-y$oBnZ29ov183-6`d|oFO-)VxIugOeJ3x2s2#syI{rY}}#M=V8<&_B3 zWjP{EmZ%wM(ynJ_wj5F%F+g{Tpp?0GgT;^)&M8kRTgL|O6a}Wy_=0i$&iUL267Sz% zKAk$XSf?cK?2w{WM^A5@;e#g|)NhlvWj>4<=n~WcGkFIGCo4ut#i8Zq*co6{3%>%& zPYdyNwIzqQ*t2kq0I z?yu&v>1gtqAGkvhBnc|s2ZQ}_Sf7sl&x)0SO@Z#D0tL;h(M*j+YmwLl7FiuSsqeA< z%6FO^F?fh9K#M^OtMQ9jm$wM#Mw>0N3cB3la1z=-F-Sn#t4%ji3KS=33H`Ta?XIi# zdzBar&C&jeH%d$9iHd?^fvC0j_QoS;b#B&`RE#+tl#W(i;26~Tcw{INbYce&sua4q zoH%iUgO87|LO>gWQcA&O{0Bc?-c_qsfv{;I0oS0d@?+YOLE}uO*nqWb=6nThA z89;H8_0kiV9=HVJp$C>4^J^9$>loyGL`wMQ)(^&GvFP7^Fy`k3RRWt(hW6Rf(-Q~$ zM!+(duOAD>PP5sXw2dNf-(He1WNDE6yWxZN*%>cI_(e3lVqGBw`ssL`0HA3Gy*V{s$jRoiG*qHMJfat>-$+aJ1qwe zpOt4QA#qd0raP4Ip);><5~%G1@dFa2F;>uoBTuIzA>v)ZPN$)cSHjjndJ{y-g9xmE z^h=s~-QC8L)yTBmT|!_kBV8zwr2wI5R(PYqi9uh#X;Tc2P9*Ley0y@LYfx53+r8v^ zOLm8NV~IcEH`&P{s_lg4$|yR^nv-hr${ZCbyjdN$5HNM*)8Gytkdj-Se>^}M%W(K% z2n5h>;*ky+ic}IDTM7BNHqA(mAT!iuD*ABAWC?x$^3pRBs&nk|J8OwRjy2KI-fm!< zgk{IU!y`NUtN4%s|IG9(2gC(J090b-kAP*8IR|4DuBRJ2S$IOef+LW&0Ed6SMR8D@X$= zA#O7ogM*(+#VdkDcT2{rKMP0FB?8@+2NDn#_Y|9vP7E~COjEu98DbU0B8er)3PdSQ z*b?xJz){#CjH$Y?C`h~eG#(sM#*h%KA9i$+Wc|<)F!Rxgt`IZyz!`uU%v1J(qZ0j# zH~*(6+ydvQEok|Gq$wkRDnjoEcZ();7(T5qA`TxMezQ)s4)Wn+79t&0XJVRpV0a_$ z6Y=SvN(u7ijGQFlGlu&iu^$Y=s zg!paHCo&i2mH4V4J#`EWn5+BX2>_b7q))H&Hc6xh0_DuO<=QvoakQI@`wCep5`8FOAT#7 z1FCMEB5UB@Haj!|09LJ*i~Romd&D;B>Ct7d2F3Nb%}(h(?0Uc`T+Nopc>(J+?Yf$x zT@dVx$dT!Ja${!D=_NQY!3A-m< z(`4<5DUNW={3DiW*lsfDQ_50epgIW(wEq--^xP<4@>9q)(oBRolgJP#ZHbdY7ES6{ zw57wE;D<9_SWMpc*E@)P+fgX!>M-Ld_We@6`uJPzLZ(&DVik2G_HT}HY~ipASwtts zP6VeIUEnZEfeQ^U#QP>`Tfbb|GmkKwXsxi4{p2X%ax5zCTD9 zqk*9V{Ga|4wt#yh!$546ApuOJU)7dlMZ#~+XTJ)5i{pWGYYJh(#4cu6WnluIi!aSV=7(C4l`u^%_< z(1j@<%`Ns|Rx>pCl{;B}13h)RLcM&OW133GjCJTX=R8KfY zY=AqG)Sn$a==ie|QZTxhU1Eo}48u=_(b$_GMkKlDDedfrWa03D!z0HCT!)v z%K6+y9|8MV5MH?QoyDx$Lb>}W^vjofml%8)mb_9pJr+oefB=Q9R-JOg-``Jbpn|eR+Y0g zt^*AML5JLQ>8`zezRA-&KhDX*LtJpE`20$XGMEO<(@Gq41B4zQ0s((m94KVDhr>x} zYU{CNfQM$Q`XKN8Ba;ta*5UZ1gRK?(#9kCRn@A6Pw6jCOgfzEJkybjq-dG{MsL5Hv zb$NAEq_RX8>=G3f)p|GFDcf|p|MTNEwo!~5WpGvhl|={K0ZC|B z7p(k=pg9)5W*j07p5E%7niy!EY@~TX`qv##A)cDHzkdv9>B;2Kz6R+|8kTjMlmPo$ zhIykZOeK@%L(`-s0rkHY{f+gTH^<^mw2@EYnGV1bjzL=M>JiY+u{r^?1*;*Idr)i@0+({9?4gM(>4~ zS{=vw)m%(Wi+o8@VDLfviNJ zGIl<|+?mK2lKeU1 zJtx~TAh^LnCpvWPi5xM&!e~a?wn$ARQ^*n*(yTYasl}!psni*n5}}g_EUoS&lRsENFTyzEx`5Yn{{&S6LYKT*=qf;%H_=B z+UTm$FI@_);r%wf-MbEUmFEs5h4wLs+9eXN1XL_8tnOtSx#b-lbD={ z(K6_oVE&Cw48-(_Y4$9ENNq5T@HickQe1lmLLW%kbMxj%^Qwh|Wk%9-d@7#iE4^ zPkm^y?tvSy4x`Esw=UUKL3W*>{b9L9pHx!7^_&^p4v`s=0KFj}C8M&HQmF!RZCzl! za8ePydJ+YJm|_2zV2IIr^z%874*Osj6v$wbRveOy;l!5*WW+GN#)C~cWN4u2baZva zfLIU++4;j($ja#uk;I@|o8j)IPMxa6^#RiCLbwzAt!iL}lcQrVe45m)mU&^o%EX*R z#MB?z(7YwKI>V+Jrt@qyI8&%}SbZM+wGmmCN0BQx>$p($me`NNFOT z2{c{q9i;U<$>--jTNL)+enQy)2Sq;$*gjr2KR3UWq~Gsua2KfkUNGluXj&PVO#}$k zv%g&24mnVXv^EQq|B8Q^8sthP~e(&Z#Iv~Z~J@t<0NF*e1 z&qyRVh+*|Pv}QTw`*t}0XeXgCGR#w5L%=6Y)Ct%kLzElHFVLH;`UBxMAx3x{ok-lU z>cHT9(@A?D?W>0em!#eeMb)gGy-#v)$LImmok0K-*?vFTl?K(dX0hm?-8}Xn2us(mXH^DO!of2ISv60&((VE?U z%Qi?m`xo7_bgFBJ#s+8AscIe}Z9VMxc^VWX0864YI_`nG_FoslSlEljMB8z~fvVy* zJ?e*;jfUYKa6bRLE=|v+6wU5{XNjOQRQ^ZUcck*d;oT=dL2mPPY%-5xVq(N+ew`!Y z6mgNl#WHA;KX(-`->iML_%n9>ko^gPcGiuMak$N)7T&#m`+eO%Ts{ezj~=Z?bEmzK zEF}tslGBrp9IBe&0CWZ4w#&OvC9sv@vMqM;;bq}n^X4{` zLsFCN;+KrimtMlG52X!qNUDh(^a#c|Yf7pRj85w4wI%s3eM0!F;#ke{xoGcyz%#9>}9+q(QzYY^Fj@h({ls7?nV&vy3LlAt{uN3t?qKpb%@Cq~}Zh zO4#ATh{YG0HL+NXjrkHIv^;60?+$SeM<-3dxbiU3TF^W?S1~eo|J;bz*!K2zu~BPl z>zYVOFL(+g=cimbh)s%k-MDiwm5FhoIy-+=RTZFf`eir~v4nSi5Ib}Bk4Y)N^vI60 z>n@Yu|JB6v&qRH}ODDs=a$F}Lb$|bTr9du;IX%mSz9;t{>K- z*K+}nBd`sw0?=R2Ab5#3)$7>=FS%Vzy-qtEh4SxjPK{X|{*Qw08#8A}!cLjL7|$eN z$XN$>Eb@($A8qv5!~dr6`>v)X-@m1)|88C-*>t@Qgh)RKg6LtaU%U1!t)uWC6$kD~ zQxZvkx-1(uZ#EvOA!{onl`wOi(VXlTgnm-GLO zornxV78i!Bgr`h2ah2< z_?&-T#4azm7mx4Qv14oxiOK9C9G;7H*9j&M`}Z})d~#i4$;HdkZ*s+{d5>6sm^B(| zX^V(mH9cD>w6vauWycPGDfx(<$~%-lFL^uv&^_vhc{duQ2JUWOW%9U}V|Rx#H|JHW z3+C~wvb@i}{dDnhvikM4hqZW(heNM!Zs!WWy>?yB_0{!@tm@0pca1ML+O%uly7&Du zf+{>+YFW9wClo@d|FQPl;S=Z--pVpx)5qcSkD~oFE#h7xm_avMn6R~eM zF1p##ChfwkZG75=)*`3Jq3D~fpUe4_Q~`SKxi5TXSoEj*{`U^ow&Q@}KfC}q(!V;iW(SxB zq}=-ei?%&cex}ehR8P)bV$kuc)OnTrnr!QIU}jNJQSs4roj5-YmHrb*B)a=1w*0h< zT-~<$%8e8i9i1eQmu_s~AT}3^?5}i?cn^clJQJCN65R{gQ@>}BEpx!#kp7SRk`E98 z`$in?K!=TvT-k69+7rLgM@C}ihl5`YtOGJb^|xHGFxZehtgNiO(Hp_uzg}1bO)^j0 z+GfDo9mpdsC#Qz@CLVK%W&8d4Ty(@I4+vX>mCp~TA?f-0tMR2~)Zo71V&*#d=ZHcM z?U+;*bRvWSGs%-aC>84Xz408?(k3bdm(O*_mi@TKAPgxig=O4Y-37 zOxx37^E-|@tsJW;?C9Y~|LOhyn3_0Z_fE=csYc;r-Nt-{$VkKpcIEJ4&^gi%;Ky&Q znX%~_FL(A-5%As2I0$CgsAQh$Ol!G-2cGmLH4pNjnyRYrV8N6HF?0bA+&0yveX~-S zRec-flQ57Oc(6nD$oJ>GA^QmjO@hKMJFX`$e^Ifd!|nxsDz@{`zB9K-%rnb|#0&S-Sxwb{w->X@(KfP$28oxmhV+76Qc_ahAt9CuJC84jS#5U~ zU1WN?YrASg7F_|8s_+w!&m)Y` zMZME1#F#v&3i|sc^xww9y!U=+{N(91+q-L&792ij&)Yp=(A3bmk)uB1akDSTXHV1)^BlKd?z*9}? zvJp{HSC2)5%&ww{aV}f%?OUwcb>weZigH%jzUa85n7Mei~Xc)ayaL{JW$d%`T;)(zHN)xB5+bnnf4w(>Kx(N$0?={bLa7i zi3!!>D|Zge0jYnHi7|fODr#zdP+}C3H@?PV);LALIWy2z;vHmI$ z4zj0s;PbO%Ve+x{1K8C1p|q5^U2Gc7vwHBHfJ}A{+IQTi<@E!)$zG@htHeT~U~%#B zDYZ@yUKT*u=r|9*B~L3jvw38~87HE?7%E6WtQn)%m5W{QWS15+iHhD^bLZC=rsrO_ zg7JX-xp()gmht9=4!I0D5p$nOou#oct-B7JXa(8f)7#e<;k};rwW0#{R2k^PV}cLD z$@UW<`Y6z}p4Y1m@$b{H!NV8WckMc6k)>sk)!2K0e8qip+o)p)e#WPg9?thtz#UvT zJuk2Sd1=GGI|BdJAhV}(Z=}ERv%xGSuAo2{IIYW+252c1y){O*?jPGB2G_u(wM%d7 z%`m8aQ@LXeW&(y~o6-Lu4Wo>`J80KThV4WZMAwv;*A|~F&_zlVyzn^`j6$94;8arb zBAv!FM`<6XOnqJdik%p`uqxM0I6@W6#kCUAMY0;A6;XCy#oNz)HuKGrM0Us?@_RRX z+c*y<5OFj@;=$df;Gm!+(hb@`BmI;jU-s1SSR`tqK9Xh=gu#UPcqt71ohIl?$>?IM z`_F;tBG&^q_TD9g8;Yp7q9S}%iS?0#&?GGdPyQ+0I9e};MFq=|lu&Gr?1g;d`}*r6 zmI-I^2b=dD1(FITyS zGXMUvn111W(&Z$5)E?M!91tINp# z@@1X@5uu@nVFj~#(TpF}V%pK)Y)+};!cSqVrR{ouAg#Mc!ychk<@liy3#HvgB*Oo_ zHj~H6J$|Kg!|J|y1JhmwMaA&nznv4>ijK>CV>&@PC~%u<vaSpR_D}SU@(+pmgN+#wR4+pIb}%q6id0IK`Xo+a8e3f*IJMdE@8~Vv|Q! zPz3m+4$oc8g)5jDxgq+z4p&Uq&e_mcbjbp($O5 z%l532%#4$V<8%~#0v~V9X%6c0b#iY+hIbdln1}cGUqD*WAbVjc-RqkcoL;Xyac^XF zK)3bNt9{FOPA{SySf@?TdlzD3SmEyuUebW1Dm3(CJNKi~4n<@mCg<-*$erWme){?v zbp>TTy%gAg@YJG{=#LrkT3^}*<)a%tNB$01GgDJ#z`yc9Av4$xMy94=E~_@rYPPE;>}ZwPcX#j+ zw!+pFOP4;a$&lFzW*zHtfoOvTl&6||H`n@_YawZwnLPA_l%Wy1pU zNEbZkibF_9jVSLZWv(9_;>m-Bh@?seiV7zMfUOCL66u5TU--ONvKqZv(wvYao3k@6 z?oczGN8#fa5QxhxP}O;!`#!)x)?xkfg(_1gk~$)a$bi;_745G=^Gq36E#qqXoxJ3&*lV%tTMvEvCE9#1UqOW&!D*I$R-(Y8!7#=f;mdyxnFs zcIWS$=d|`cQQ&$arMu*ToJ7IL6`h<};#soe0X=24O##*%&rpQ`7zEK}Cc9~JJAAbg zABJOwV~r|;LA!VxfiXC;;5$#ohWWgBekt>a~shUBO#YtZ-qP*IV^z9#(2()%Kh;S5}K z?WLFRt=X&I2#SGI_#$3<_vR<8>p=(cUd&P^_;RX;6Sn**k}I&}n&8Vpp);e-wzaj% zmhMBplx$GODpybIK%3o{1rRz_XIxEQo^;WJZ7k;G!GV{3qo&xujc0SELi2gYsIG7k zQ67)nnWS0w^`gITTXdjBHR;vDO4L(0J5|Uk`M;QCH%H20`)L0KGytL>{oPr;?8=5I zEZZ-cjTU^+r3OMz*wfaL*u1&Art(dwO(9%^wx4NJi#ci-WxW zOMaPeG<3Rmomci{CVXP zrH3*`(VZWkO5a&TNnH-|tb|azfB*h_l^wX{Ny! z`>8V;ua)c6W039BK0F4Z@9*zVBhMMUI7XWoeJecCg4W_#m}t{uRE4%=ly}Pn+(_9X`ALLN48e-}}6gQONKZZhe3z(HF5H;smlTCOaR| z3(Vw_=2i+wlexJ(>TQh4r+aDqjsDwm4hs1vG)*?Cw(3RmDOnqRjCzApWYS_pf8Ae} z^r#(K(#duuf5PehNm94{uaI7VjlGkzld^_VTv*qN3=ydpr~U+2qgzlf4O<_UCU@t~ zQ>$DTJA5$$xLY%0=4ORZcSeOC9(~8mrKY0eqg}sSV#fn9x5#Ai*! zR^onc(~}72uKiRkVXE8oYrZ(^ZWb<%uW!c8IV}1W8yJPHj`QaIyxQy4hldFHshaOrD7y!g38tD&v6T}{-%JsBb&H2$|7Up@0=y1~IdCb)Sl z5t<&0N&nk(0)yW!nSXdRmrDfA2^!fxiA&mk_oLmbLAl={?5sOZ2*(LOZWR6I^XWgr zA|Z=|78cwiwsNDjw?bSuPvmx9W60N-H4L;e5aAQJ+^H=^3T06zIhs_%xmSZMtQ?V# z#+U{^t7$GZ7!(ltkZt0}kmuISo9=k_uG|wiO6Im`^T4e+50abJFCbBe6q} zy*)?@riAU z?+1${o~x6F9SNgok7zwzjw2&#>DH?or=b_$5s7915}*3=gY<%`p1C2zlxmh&qmB z(-m}C!dHl&p8zVd;S-v=`QSBL8KV3;1i@heT1UzX3Sj{K#9D>DK^O1!VY}`LY%r`O z&~6K#;VDnD4?QnWto*4kpW;~%izBdg7-yQZuO}pD12ePRhbo=9OE%PBsJi@=jEu6K zT_#J(-up_)SymlV*xEt16FfeDI!1{+SPC~A1&kkL)hIfceGC-JaWJQA{ifm?LhdLa z2eQX^KZn>uL?B2E<-WI0ULafcc`VSZi6#PvBkrsge!TZRH}u2@R@1&##QpT>=R1r* z!0@(;;St02a6oD`?E!&XMV^_NJyler)j${%Ew7Hqqws`7<9;QF)T%NoiJI= zvtB*ul#Wi&)6-p&rCy$%JF~KOdlc{TE2Son(?pf-CQXLTe`K3`Yj-dlxRJU}5)W$G zyBX))zWR349N5qoA_sz{NJ~uiJDvgI`B1O?&vjamuWZ3~6J2b7#{MQ5JfQ3Ge}>|l zf*0I#NTJ=7;gX75ZyD8}d8|ByeYhV8oTBeVmpR^}=bOf9{E4J)EPDnf+ zcB8DJ5l8$aa8Psd@~T0U^!cM$o<>_vLhS#xX+r|~K06POIn@!7fUV7(+}!-aYpmzm zzGb*iT5qLo*uLE=Cvi?xx~=ea-nu_TNMxnV8^!^=Ay7Yel8f&cmJJT4AWYK zM4rOyP3(8~JD#3v;aUVhV*9rK=-l1^pZ37I-PM zXtd{JFYTTPj**{B29%<|v{Kz4pju1fYuj5Y{d+PGY@nU+)7O8tppYWgsi>-Q zu3qwVc&xcr_R`WzNQZ|K7_p1w!^e-}33G~e5!xc|lK%mS{(+Md>z{MA7VaMzYSK@( z>a%XN2?_WpQywJjN7EK5l{>IB*p~h$_#>5&RjTN#ZIz+*aE|jD3H(2dy>~p~{j_p|H${(e92 z&+ogg+x5qFyYL#%^E{99I3AD3@i^N3lV|i7zdGf=*IPWMLYsCQ3#LUFL@a$7vaBla z_P-gOVX3WjuiQuMC#;R1KYOOrr_TiXzMf%QRD7|aI=Sl5M*q2K=OPyW{?S|Up4usw zGhRK{BpE#(@Kdre>1+GH52b)7Hve5nO5@r0kHh1r4OYFrIlJfhz+6oBVxd_ty{;?k z>Ut~ULQK@N;a&gi_}bk3HD9sh*2&jj|3PQgS&$tadZ3pSQ<#sn1iFhvoquSij}{<8 zu^YI&`}OWUPQ2!<>7&jH>QDgu{IgCPNG9Ukx$%Nw!|YHvzlsi5ZlnPhv2s|CPrdj~ zAZS9auz1tELvt#f%F?%Ah>FTv`*>6&LhVHe$v15=`R57xbedt4>BB9#3=$dLd7e?PCJ*?+_(JF{uifPk!v;Hz zpBy9lm=XR)zILLd5G+yAdS1b5@#5n5*|TQP?fuE!VD5=mb(I-`cTg0v(>|*<{`fcp>yBx#sRy2ZdWN*L7DBQDqx+GoE}H88+IrJzqf2eM z&Oa62{%5mB4Q<$7cqF!P-^;aIZ`_Z4ysGxk(*Kgolj0i6$4qmeCya!$YSLU~g*^qE z0cq#!UZSFC`WBM%@nX_f#2l9JwPF_v1AxfaOP=(ebpQ99Inm#jid298?WRx9ey@1< zvTPP0R7iseNfOD6lc}H0g_#iAVI(uRR`L=9R)^rt28DcOlXq2&*Mx4#b+(t6{uy64 zt2w&i+OOnC=EpyuO8C3+%zpf(dH+wTT%^i@@gMi6gUcEOXTg9H&ccmPCmIR^W~|LReys|#P|PuYPYIJew&m1oii%xrY^?s z{{C5N2hvxL1nBXc3BLDKeLMEV1*CgQNw*Q>F5y}XP`dvNEl2&)YYV?k(P;5NtUt_4xahd}jSuD0LD5s!$n=CJ0wU6uyEboU;G0-l7Wt%z`dNnsF1` z6w$+@*v;hC{rbPJB8h}C?a5bOka*(hC#=^_(q1)n+MR#tan}A@j}sU=WK4)c@|}M( zp#SKnX8%_b^#705{m)c_=yA>#N`rquU+>%oef@9Jn*Z0N3_Z@df3t3b-8!Z}+R8Qi zpa0|kHB@r@UwdU@B zUU{TRTz)jn!G(y3)XzHl^T>YMCjDQ(-uVB;J%4OWzy@-OUXwZ|^?&r)>%yPszuz98 z{zx|?-beb7l#mzAo;};?P`L&B_oM4O+viOw^SewoT9@^6?Xc|8yN=tZ{rmH63vSxn zx8_)@@)2&wx&&|SV3h6m?=RlE%b(hIeLU*R{P&-^d2{6M1F5=78Tty*W4m9~#XaI$ z@#g4%h$V?p#k)FpD#QW!{nzFBc`)}F4T zV$hcT&n)I&!mt0Xvl^+Nq2ED%JO9Q6+qF4qIq_IWuE;OJKl@8^H-H@9>7Jp_35*F= znavN~+_H`6+}+H%7Y=c65Cp7SU1plF-Fw26&9^bQf2`gP=zLqB$u|H@Pl^MJGmDpHrGDQhE(-p5ip2 zqe-Xzq6~$96MbO&k0{?(ZhrSIF@Nz>esLX+J$E<9H_gq#8=o?GBI1{D=;3F%xi;(1 zgp%-_$;uiJ=2P@$>)d)pZ>Q!`d#4??<|l^7|L}wa+x;v5#pRCj+n*H_s9x@Ne|oJ) z)8}uycFF&NkbZK>HbdB2^pCqW)AV=Vo-59Ir$Tk(HI=gSn^tNfnk{K=`dORNt;uq_ zagDh{(xXzV$48L_!0}HQF|{GW!)Wb>ElaispDg!Im$O6EH9>gRyhbXF;!{W=SKq1` zKdScGEW{+c4vrA^0&`-lPlh))eh``}5n>UyRd74!W8sm=EQH7+#`7pJNKINep)rtc%^TAsCD?dUO zA)FnUTt7zmMqz}GHKbP5+CbyoS4nz6XBa(__9P|LKU}74cw@Zfoa}!787iBK3w|{` zE1J>M7MtyO;elxvu}c_~(v;}4@@`SU%zSvdL%81U1s{ueE=_ejLaOej1AoWy!-O?t91 z`Fj`9$%M&D@XC_d1;fS1opM+=PdMAb8NW>FvHX+aHsL)lJQKi-#3`e*?!wKR^KWmi z-M{Y5RLgn;G%K@tI@m(wBIAq2YDuZ~oIc7GLENL^BN6O;uS=87rVA>{WiK@}G}g0G zqGDn!#G~c|cA?;(&|texr)+qB*$hc!e^qH;9~@ZE;8!8cYQ%%((8au5oivpcyYg^f zW4j3>n~phu+Va)a&qJ*IlMs?#?-@O|3GJ3L+Pc@(my35;gBDh%Lw zM2usaM8+6o_vFBKQ|leOcRUR`CjcPQT9nsXagnU@bD^*iYZ2~QH_w0b@lgwcf`W3! zPYhpuC5NTGcuF0}0q9BBzf*@ zoLg<}`=8boHBGggl6_LBMqYV0mUp97QBO3klI3ABX}9}ld#{YS2xP=g>AcweBtnZ? zyp53goy%PFa2gsl;&5_ptV>@#y^Dnl=agl4>RKsg?Q}8mutttHlXvd5jKoj4i=on? zN)b*~f4(@G&SHPeR=&3(-CL^p^W!@qCDz+r#B?@Zkay{Q{JLSPP{Yu;aD45f5u%eB zQOA|FAEt4AUs>V%&ed@Kt@_ju(*iNyP4p-V8!i`*at$E}5&w;eNy=Dn$>)jFYCZQ) z^N15Vq(3a_9Gwm`SFgTEAYJ!p#0MP!UbKoo0+%#(uX*?3PRNvN)!&4m zF#W?oq#y&76xX(=-K(igoHsbugmTPsO&ps>akEn^EP_d z&4ffjv?Oy~i4XpQ*1z>RL-RjUBZTz&^L}{Bj5%}Wyfw+F+LVl1>aWG%xN+Mn+r-T3 z;$Q78)^i2D8p4=HnCTJ3ZS>ur_-{liB<5HM(=1d#Vyn<5AB~~$*bdf_zYF(1d-FI8 z@OwQ9zG%+w{xf24<}X|uBxL`hiywcKod?rF-YMc--hR+IlDyEuyLL~zvg`#&yM(|= z?3IhRzTJ0xS;aL%5BwFc-%rEG8{J%*ywJpJ-jtLj>;&%7^XOcsKdC7hh%Qwa8GF@6 zFNuO#5vpr87u&FwiGfftKNKW0LXI6<+4vS=Ur{YTvsK;U_F%v@)sRIS!s01TI^{>l z#SK@;(5D)AG1OGDe|>ZP4qMgn=$nmt51TM0yGI9kHIj+(%ulJw9jiRm zu}E(os*vH{{O4y7Cp_Pp&%uiuAjq;8D^gzjZhhs2t5;v#y?=j@7kWVr?70iSamXLv zefV$)OBh7JR>K2e2pNg9>JHm_50i3Eo&h#9L?cK3k1BEEunOk5gtmPgWVVUxZN=!4kDxKX<|}bUw18Kl`;O8`)Z3Z>ODB^Z4}2eYt<2j$d^hBj zJ|S?XJ#FTWnJ&X4jg-Wp&@D zH>qoA1kre+=3SrBEs#r0t)!v&XCRs0X@YE4$GHn_$s)89zH*suInCN<5#)L{T)22~ z7!yBS6uKH4uJNu!zgx3nNr_^HJ^*2mSUX`p63_L0_Zw-{y2_&Gtccm$p@SNai7}f& zF)=ZB*A`BT+r0#{(D=b#K`V0_E^x@z>CDL@`3Srk#* zyYW(8Tz}fa)rh5k}=H($VTZ(_Aje zy63LjhY`Rqxu3{yAn*QYSQp_9e>BbaU)^5$G;bQBb4k70yDNBucon7uC`#&y=y`mtYhBNq+$qYz zB+@)0P%>m?zu@wS*jPm-l&-5P?t=Ir8}osAVFd9XUkckZqK(BPie}P0R&e%g^37jc zYtg++c{KV~$94C2N&eLWPzUefK5y5Iz$Uk?s%ikrcUzw8#}~0008MBN3b#<+?!c`w zu#3^*Q4J_DdK{YUhSAuI7v8;#vtyzZn`~V1MJagsa_p2TZGwY?39b^&E?rdA)pwB~ zNRGJKtXdUByGWa2w>NiMGZBM3QR0*JMrgPVjf_s8JNMqy>ttiI)WC2`FqO$?_s?5q zT4%Fl-n^Y0##Hcvb~|Mm{D3$6?$Vhx^)>dcnk_M&ZN!Xbr599tMrNiQ?{}QHZ)ICx zmgR@ni8vFXLzcBO*HXEh+e`~2&k@nA*_t(j^p+$CvbXo_&uLb#k5_5iR=nwkh>JP( z^?OI`J8)oY)U3$#!a_A|ZEftdWv;G%eP3^&M4$FKHUW}*aWm@Z>5X5utS{n}R5#7! z-=F(S)aSH_b2r)WMU~~r?$F=6uA%t(S3+wU3-G0oQb?+O`}TZm>>nE03w}Qh4Gn$D z4IhS^b^~<&vWXY%(P_6^?dRDNb+sKkc4!$IsxrgVaS%?!c1xR{-f!8I)I>_eAds@y zkjvM6yJ=A6F`8nO!yq+XU0oXo2U+ICNofr3-CIsGJ1r}#1;d%09`D|@i@8@lSzDQ0 zeW#aKmdON{msV6TC$yEt(P4^I!wr#r!=t04-QL~r=y>UO!TM&;z}uiYY?e+lqdL5Q z|9 zeJ)P%Hf76$-btI;>$cr#9`@$;vm#Qs=r6&4H_Fkqasv(Bu^O_BK-zf&K4U|!j!t5>tA zA0*F)p1ZBQJW(CfuZ|CMa(e8WXk%yRN3?MKBICml&-8~66{r`j=^cs)<`n95kayIi zuVFZ@(^lAGwH#8@oZO1A9m><^-&+O25 zi6$Y5*G^u)uF4=dGc+=cYLSwWkwK9tMTP6Q+kNxqk+l9ucj?k4W=Trd<%vfYb*~Sq zq8?`MnjGOM2=wA`UOb;oPba(Q(4igqcmcb1Nmth#eX?Yn(yc*%1NJ?Ky%T%YbITWO zVdO?GSrZFYPTZ9EwCSuT4mJ2h%!?bZxBpuUpy?uo505GyvwqY~o(GLT%eaL7CMqQH zxzgE@Tor~~Z;Zj-%{^hJ+ew`Jkbz5DNXRL>l^O=$I9Hv}Usu;0_jMab#};O%W5R~6 z=yYagl$px!l2%?Tmt1$1qUS8sXrrE_Oe&E(h6!zHP>Pp;_3+_}e6)o$p#{q&mYMW2 z6Z<_ydwctWf`aaS`uHEhFPkMdr%x`Ti7B9*KyfQ#z2-MF%A6Fitg=!OGeB+-t|Jc; zGVGG%KsRJNE$hlT4K?00h)7F2uP^S%I)^3`5}+zCjr^72jj^w+_mV}66glYYK0j+s zc4!%8B}#*cvuEXYnoDolvc-MVrjtxPu&DXvt=M==mHEjG77crueRNke5D-aWDamR~ z_^%R(B&O)74~KQI}IB)EceM1JBwiMi<30@7u;Om zpVrhso?rT_R|_p&%*|yDgY9+uop2N0Hy=NLmQUWq8N77m${kX8d@BqLs(<|GaNVM* zPukCSoURC~ex!XZ&8|B#)w>+a?J;Pp^y$aVnp}?a!7g0=Mo*v4@StiLipF@L48sv4 z((c^ZR@sBRDIPoHNIB;wnsxQ_IQ7kOAl$yJ^!1UcV`7a?J08KNFk7oqC2G zJlK8Muucpyy1uchD;+rLfu_E`zI2qzXliPTRI8V^c7kii#xSecIpqXLz7--p$Eptv zr>J~fU0vH=nxB!LUi#_NP8KNZX7k|j*~7yQV-J+U);FLf1siu2pR8*9h1w5URn%eR z$dRt=);WAxEwR4rsK`A*|6&irZmf)&#qB))u-!YV7KIyc@&g9x!0>dj8u9T4hQVWTK>s{y`p^g|<9|Y4Yp;wIL|@G5 z-B4G*|12u*g2KXhnTtd~O^*}223osvzU-GL4_u@%)bQohl3`*XWWfD=Jt-;U?%h`S zZaP$zc5H9_GRoxErfLy4d$pU?WvRvb^+R!JwRLu`&-?K%<%s6;1?fu%snJUz>#vYF zKL`L*UMZS{dHX`W2`g9XVw%u`#Eh@V774Qu|9$Su@3tP!$F>!T(*h5We$cs!E{oz@ zYFhhR@en#2hm*6=6jSh>4ltsN$Z*yd8-U`uYG&(=xfT5wowUjI*WTl*6KM4l&sRiN zNu077t=Av96*|bv#l*(ia-9Qg59=xk8k9z;1yS#G=R{%B#(~^T2vKwFtT%1il=k}d z@tosD_SO?7w1jxh0v+y7YR8-yrZ>xDhJkZ!DnwAB;nU~Ow}YB9a-^4GhZ9B{gKsPy z<@vh<7?w`ozP{J44OdW5P+jnm-`zX;to6-xeUq%J4>qDLNi8luVPFHA?AF}m`Q>#| zXW$DFM%JxgpGS9*qe^qiwxZQ0qzRBM!+r91#gZ|K@K;n+l$)1l+j(k}tKzLWn~7LQ z4K9+4=UrT6M0mLEn<&e3pb$g%vQ?zZFUIW^~3mmjnmyW&+sP4AvBBl#gMIIrruq_u{qwU7}!gBgqH1! zi@R_^o-1?w#EGp~7m?a=gXg9XnS2CbP|)$Nq2Pv|ApUydBF$HYMkzjaT&f^FGPRCR}A{ zs=YCD14$Z7N{iRyR*`uSAX>C&p+9_hHshpB<{LEja5_A^V;x=Pxi4Ngp6ts?7J9w7 zwP~%$BEjY|Nth@rY;9~(J7gHw*N?k36P1#j{B~(BSGz5$B_C)l^TVmt$4#he$ndpH zOuAyay(2Mk=q$tAdxkEsvg+09Pz`uzkM7+iR4`*nPMMP<$FzixpFY{b-jSrFL(hpc z5ZJ9Fo6fI38sAXaY`2H49%>wV@Zf;~9BJs$qhMqE?qPG+iS!Bk^gDPXl9*jW;(hJv z&p1CmuxJ-;B`+^sy?LS4?Af-Y`ngY^Zk-vmZTogPi>Xt^k)3mn1Vc$li6!lHi3`|am{2FgYpAG*&6zdxUH0giGur__>Ep{YGV3gWa5<$1$({>YS_dh{&?mUZhT3H>Dpx2H=BUhLght4-aD^4!(gi1{y^Ub8l1G z;7W!rHniM>i(LjU<<{lW?_lh$0Ry2=f4lRF6{iyt_IG(^)vqJGO80#etC7f!;npI1 zp<1v`aA<9G@O$$gz9D(KkrkY}?4Yo~Ovn1YS3Pv0H^Thh+Aq}pHRWUW{KFX;8F`FI zPuqTmq>($10CRoQcWuhemfqgpS%;;E7;NTQ!eC0w+A5z0T*NYT?BvPv&z29x`qpOI zvU^G|8Vys{ypy-Eu+T@B_Uh*PHk#S3oxcGgVF@Uua*`5S6b*Syx+Y^oL^h~*7Ir(` z58V5#ul8%xgZ{;2B;?V)5KEV@ep@B#Nlsqzvg0R)tx~7BxA$&5R2^Twx7no0uI^-2 zihGTgf}*0_t|MfxqSsu1(4cf=KbJ^q0@a7gYi6GWlIKRXN2Zqh{CRA9hd+2hib{pJ z=1Zibx6O=X2nUd;jG_h#R36ms+dto*RgnM*$()^e@BXtUPYi}WK9BAUC?mP$I05jn z3z5ulOP#JH=jOdVi4bWCKVRM2)SmNOU0d5x=PtHed6=R~CAn~TNT?UxbRWSCQ!QQH zK!bbrA1Dd^4;*MuY-)*bBeRs>ANM>pCwkwpV}Tq8gVT5Y17%E-^TTaV;(OjhN2e76 zdxysma%H8Zk_8JEXqtLyJ`OjXFm0L=EwDP)gIVyF!R4yEefEUNNnk=pQzcb|z_q5{ zySKA)fQKnP{T&F`el6Rq1Er5-;jJDq!85U@ryQ#)%G7h9zfHG>>6f_3sm6B+r>ug@PRbBF0)ZZORVt|F;gcu(pEo3X zd62HJT(wH2W5-OrE4KpO9s7qnzaPt4kV%=Aos~64x05|a@DKIVHKs8UOBM{l*u7c; zmbHyo_@lNqOyfjwuo6qp*2rbI95eB}8NA?kvogj9qIUN!YnvNr6kM*)Y^Y%^LIx~o zv1-+-_ww2HSW@%2`-arJkalXa5etrS|N0(1s=*ZC$1i3ie-V|)jfKJBmJ;{Z;pAQ8 zNwvz#%eVUYNUpAazMM;EsyQ8;S@Im zd&W05c7T2RbCHo5R8`yuouA1$*Dc>^uH~BN#S@^fv8|fgy+<0}!}i@LWm0?jaqQ2@ zCUahfkC=<@Ok8As?n$?5mJ;p7S-ZF>DXT7&J48BHM~9SXmcs?Be#7ESq3|dp-mqOH zJ~Ye7FI@WTCe~;Sg!KjAmO1bJhf911xL{Iefq7YWGp~9uv%sfCW8CPoGgVaf5!$H{ zX8?sFgcB~mIz%!iR!-E~XE}eqx{3Y=lg>mch355Z__aH3nnVs2 zl{}toYsrd@ix+pL{@yp{WOuDo+@QI@X&>R%1sRJZuyy90JC?X#_r>Iw+A!+*a@Y*V zl7}+Q6ZbrfY>bVHItdOmgM^al3kQKotqTbnPjGT|28#9D7+|h7*}~!sF0FOVE;5pK zyEE~x7{i$%HR(TRaj$m!s5$0YTZ<=#5OF_cOkq*c6AY5!ZbJeVM_%yy{iAQ+4)TZh zza}4KnvpZj+dr^ec*5!YL}!!Bst5k3&YusUa4{!Kdi&|qB;=Rpeo4f>7 zS`+2%jM1ahj4Iw{gL#a)?Ox+Y#y!T|oD%ya0Q}ywXM1Dny8laMr5J1_^f|<(Q&8sZ zRG{r!yJ=29XJc;e_p4*uwq~q^`22|FIHuEx8IcqM@h)XA7g<@676oufC(WH3!Z49> z2*cNL;V?MRKrpMUt22saF-mTvdv$j>twTBj&{xIXOvSk0O>*4&)1-kYo( zKUpmmm9Wszy*w#&5tj7cm??qZu{UylpJ+Y-oP`xYB*bbS;?7AYE%!!8R~RjAs7mD+ zI=_gS_x9sQF?=c##6U&mxsl0dnPyMB`0LY_*Zod?+=C$k`zN0zB4&CSt$nY6*I66MzPRJzv^z0qWEWZNSju8yOMy~MLYv#=Dsqgz;t_Q< z_0p|Rrc#%GVRvKUG>-EbOP#wpIYEamU%jf$ghgnxo`BjX7Fb*F-Mzcb>txTPqrQLt z&I1&|Q(BEtY`{T#C=UVx7RL=|etU;5U8aJYo+0f_sJ$`FJ&Y4O3pF>xT=rn)@PG)W zBms!|9FuK+Bsqji_(uf=Pb9t%&-*qwzUF%8nxuCuaPcko(dOoTrX7m_+hZ=%Su(=| zU~KG&JhWN&?%&@9g*bsPfAOOBzKM4}m*w|g+=TScu4-lRtr3`6kyEr&Syne*E5{>- zqm;l^6$ww4M<5j2S-7Rmzp+M4;~4bo_Klw@trt52Et1|)CI?k|f}Xy8^JWZ`h04JJ z{ra6E9~1M^m~?gkzEc>E2qS;Gr+R5=Z67n5l7GM-%Cu*U3WNb0AtvE6Zf-gu;0GFt z%S~4P+KWn%>X#at&#TiYHO zQsyEa{|L1a)2(^I+tj#@Y=$#&anm_zv<>#CS7Pr%@za*u4pGHQ#Uo@L)RJL1T24j6 z--D|KCw&dvu@3|XKQemvu$(ApZoUpUhDy9M<6F0Zdrm7XEQ|@n%1)eEPGo_{tSBo& z7(oKdA@u{>gMt)QR1%%@`~m`wKZPU+2q-XlNY=HL-KR5j=%IiBin)7)4sxJR#C3D? zUWX>{oH%$mh{1xn?uEp+y%yT1al6>hCCM_z*DboSW;!A2GNSzJm3O zvg&uWlXQ13bzxI4Mt3q|Yy!W<2bA+{*0Zv*68_KkUcEYY?D%nEC2ihop>pxYi|uxr zuRKmuRs@)4^5tnwqsZDhZ|Uz}L8*KK)qNH{cOZMQHxN0qG}SQD*~m21aTLwxFpy#q z>^(D5_JpqhkP#>I>d)Wx^_HVYO9`j$X+|eZy&q-SaXy*hv;%n&HST!~WLBV-nwGEvN$aHz1KA^_tw)`I-sU_i2uh>Zr{_$lzpKwrmMWVFr^{S63HU zD{*$N9u#J=cU}y|0CgQB+j6#KcXN4ul#&80TlMsg=J&U58Q1^*eG1m|VY?Be;-DVq zn`l5}V1=p8%9Vj+@$#R^&-+uF3gRocyeZ{!y9>{kuY7e~g<6empN1qN^nr$DbExOw zSvllgZr|Qc5-2U+tCDOt-R{3$rao8(fgd;m583UM&}~&bJU!zPWjMZ$i;7C4U$l(! zhPtp6EFm{P->F7maWochO-~;qXh(ptkFRbFW)MRVJJYY+kfJaC_k;WQ;V$}L8kuzS zre8oVX*BrcXc#fD9o&&*s*l*ZR+o+jym)wQM0=mC^p*DZ8LEpLuZ{9*RE3vuetmPO zL@_a3xz~fF&NZv{1O{#+V*xs$-_;MWIrZ^lWscIdsUD8E;f|2%OeCESNKA2e#gn zU?jM}L}bhD_z`)8-Hqr${9Y3Td-dMjn+Y?{9AS2#FS7%!maQB`WX-0RaIvRShotWK0itHSq`l)Ps(^G3`|Z283zPpC79H z092^cuiu#2vpZ75Z->6b_es(G&Kpm!yVvVcSgN*KVQyT#1HOU zl_gdVf-K|3i%#5pk|8TTllSd~Eah>gr=>}m3$&8z@R+APcMivKo@08Ef!XO(r>xUu z%`(zyb^z+MD^Zj{YF<2`*dbRxCezLUAI{YK#xHLV8+(%nuDjt~ z_Vuc6CLXH98d9xPZhy6;_UFBoZjI39Py7YMPa-AiTC=8gXRWWWBjF!ph{!3 z51eGy0pPhP3kg-9Uwf0dFl=6Y1XBpKQo_-aK1;4Zhf20@;QXwLzy-aLuJ#S7Ub{zD{iL z8z;O51n7n$QEmaTg}2Z!0M|*u>)px9l7H2oov{PCgW!No{I7Ee`npf;7@H#(TyE`SZB~9kv|yqd>8Y>Z7W^}vqOGa7S`7Jw zp6lsN8ud4;N>Y@$<0;F4vfdnT`577N$dvDHHG)JXRPqBYZS8Z@Iz1hp_8^6zMYW>V zCjAxZ43&98y{*R$hBciAf%*tnEwMofCh*zTz3aWaDHfnoU?BLF$U0i}RNu6E_&rm-Vn;SwWa2QI$VR<%8d+k-cm zPOr+-lFlWoo$-L^Dm9#@-+cSlEkHn#d!RzIV+g9gzP=gYHFZiL8G*$yLlsyw%ER8g zf@qF`Io%KzJ$+Li6Hm!A@;~)VUI}Y0#2Z|cr6g?9`8CLXRn^tg*#l&Ap{Cv@6pP!b zH*T->$bYnW`Knbp2Ni&cw=UGn23yn7Y3ckb_~FBcd-v`0r83Dt!T~)P^Zlzpqw@0h z{i#Gt6_&IgP=c&Em{l6x?~onZJHKIQj+FQl0qVmLDljzW752-g-+!iT2=l%7m3XtNzEJzq76PL2xe3fLO?6TF=TvfE<`0Z zt5-kryO{q$eF2#WX`{o^rM6s7>)%U<*BlBkGiQ4O;$`yX2=c(LtYWj)CBDNu|fDvm9kx3jXVxYcH6kE$mkBQr5md)VwW1C5vS@ zsg;OJqb=^D(d{v0$U(L6`k@>7k^bPp_D<7H+>N?5U)-QDniBW@kq7=J6Q@ks3P32t z+jE*wGCS6!BC`-AE{7!*C4)fQt49_K))f(sAH~hsUhUFSQ^i%*Hul=Me`^6Ah5}gx z04yb3w@=L9$p#&bs?8z8>2mb#NV0lC)CsEbi#?PAA0`7prEuQNeIRMl&&jRt`vY@U^mmQgTfSukDUX*bD7wYgbFPf`*L=6P>Ph|dF8)2 z|H~Ohme+WSm+wET%f6U%X44Xz`vhovHbp>CP)E(KCH@yK^m9~n|30%@moAE&whcY@ z5QM1V`e$F8bav)RvT*0ZgxXif=|a@U9Z%WC($zd z_M`buJl4S0S7PTo{^9ow9{#YMxjk`c`kW|^2}||R&NAMK+9&pVhhZD$&zkl{}1oqU($*@s2Y5g z41fnm5+ExAyoxPR++q_2SW7LT2_c)o@t$)JZ7jC)8*sJpD4PhI48j{Qan~iL#fc<2 z^9_}$t({%Es=mk3CAT+k2h--8NV|8@4KXeKCh})C*?oDl(;jViXQ~>yc9)isQL`7) zed$7a?{0mM`2AQq+~6alP$VYCU&E~WE$#chM272CNTYgB-qbABG>EL%Q&5 z@of$BZKC3U7jggftv7jB+SX8b)z1O=>BXx!w++rp0V)u=8k-vb~;x>bmvI} z3y5NcXiV`Nuyd!a!U#!V*&L(0zZ+5?r?91EkOsx%csJIxv>z#n`w3RwPgH9Bw)lc< z8j*I*85ll$h@M_>U#k@&lp++)prFcSG=(5f86DXlYIEL~tHbjPDengj3!}E6pS}C( zlB1;!UrEObuCCG$gdfr^20C4;@nW(K8}M+e-UbFj`q+0K#b&|MwP;eoomW=9ITRt& zLcxq}D1vx+_#TkA4DO@ad(@t#@7`rvUjX(yfBw7~`MgkPp_37^U?II~i_VesKolJy zP0}O2uxjXx(qXVd-@H#*q||7vL;A7HXu^aE+x-1A?%$WEO14S+yaG*T3v#gSwDBM@ zvbDEI_a|GUS0Q8iXyBrovcrcDCoO4nusigj4;-QW04eoxhgegCm-R#UI<@;+c)6vI z_F@|pJR%D!vgXR-CSUiZK!u0wH_U3z94#;f09e6k3QZB!!QiZV06sXYHs<5T*|J$; zx`BW|YytMh1CG)8K9ImsknCv$RG}{z)(yz*Ar~FuGwW~uin*OwI1~83m7?NO3!UVc zloV6;S9hC|4d<*!iePLnue!t_>iJF*;2tetiRX+oUoup}o!Of#aVb7U_{>r>I zs%K9bl1}kvk|4h)h=NFSWFpkMc^K{KW~!%u5R@`3^FHY1cu;RbLJNdlP!$s|HPfKm z0R%~?Z7>*z#M_B1s_B!pt)jEps=un>>Des02pJokJzt)UL{~(Ym>)2K&mQGxAuwUQ zUOKlaY8xTs_VrC`xpd>3ijiyHwi2om+i=rT-33<_*k*DTh~aubSjHs64$)RcAiSZ=gkBDW zu|j`I@xc!yOVFhuDKVP$oAHbc-G9<#1Sec*tNR_2*R$|YE0&+XcyTb5(B+_nGiPKw zb?PKk&f=L;251sYw_9j$1${=GzZ*-F4MBrJb(9d&yH+<_Wuk+s`OtjU#&odX# z9FW2EZaR|yd}%WgvKYA|?+ld)=0a9YsvdFrv`oD9!-SFF z%7>#?ATRUo)25WZW%joq>$qD&D|$Tsa(=)HQV!H=J3RY5K1COwsVLfzdJ+LtsK}+~ z#))7_AmW0~1}+vEdRmps{n)FgnwO;6+;%H(f#QcUzjpMy+5I{K2(;QhMvCL!X<_)r z8?Vvakjb>w)C@!mzGG?Cx1T?qCRc!ho`RwwR!h$<|LNP@#0#e*wClT^+oYvdIyY6= znAW+01Ndy)cI=SOU1-L0dC*}ND2;$kxZD^{3q+v2)7+0jxCiBn`8KBG(PY(%i`6S~ z%swa0JK5QT&qmLW&EgxdlY;0-NSG2W4lO86pH^#xG}Z@ErF56ZlkWNiKKkp}Q3V>NfNEly)SfqBBFDcSUoeD|i zLl4)+;M$^jvPf47e`oHggw+UCHIQZ>#(V*2J$d$Qrh-bNYBHM+#RYnXg73ijqrpE1 zHF7`fhZ?v4fKpup?WYK&FAq?K>^pKqppPDukn7(sSVieE8aNH!S3s=XJ#JOSql6j} zQp?UWp3q0mmrz>j@eLYdV$2}&NnHNX`*K}BRjh#0(Ms5 z;q|o3Mew2me@8O$hT3IixaJ^-R$G)G>wL)1*;Ckz!dZ3e(U5US5;@wloQl6W*?W}$ z<&5UKMdLp|art&)*eMcF0S}DtnOs7&958W1jb8QrCp&y973(ek3Ggjlo=2_v6zl1B zUa@#da^0KgnNhAkzb@jioCaF}lM`*dVOstrnzXhmvJ#+9EnttXZ~3YBDBQGpTF9ZI zN~s}UMF@0Ba-^y^m%T>U&XJr_4*D|#DO78vW*^6%h;JQq6To)k0|y{)YMJdON`{3C z7q;!xsfAX%g{5ue<*PC7?%uE8=i6(fe~ zaL;B^Bg(UQ3QkGeE740*ysE!_Yj?-3?43RiI(P2eiQw7A1a;er`MO2eAUWvPY^QL~ z9mMO_ZVwvOTho=^f1jzG+1ZiDg<{xX0#AeFjzV6E zuf5@hkP`AxKVQH1;@LBsN5@7m7}&1nJ@4+yY$NZWeQCAQD><>^u24bqy zLd@kZd-Fz`<{wL)Tx68u@K_j-P5(k%Cyy ziNvs3h5PBj9y(1p=2sR;?W4KD5!0yNOG9Rw1gK>}E5ZGECjI=t`GM~|kZ+K5&F zuC_aRr(rh**#ieDbt|~JrSrj&jiGc6WOFfrgSo<2QEGPY-@lD$jyZk0C%Y1$WZo#a zQz7x?#s-Jxl5vHtfSGw-QC9~kG;+<~KDxn!n+L5C(N#qFsuV8oHQlvFzyA;uqkA5h3ZeDNXyF812<05X50}?&dQ)Shib`2 zI;lRB1Zf;K*RqZ8{%hpi*!gl{7TT82zB^4KcXqUaCf<>hWW>Y$F|9EF*|P|mTaZGT z0erFLO5eWyk=F1WF{KRWoKow`ihL!+-?o#V)YrSSn>(%X$wtwOWXrl!HUb6+z4tBZ z_MO9bx1Zck@1p&|o7mdVwbNDD_}u~o6l*h-o4=;U_irwzPytK-qR&y2mBG?7kh0{{X` z>g_r=deuFdAqF-AhNJPqFF^F)iT)(QM?K=v3fV5+M>Waiewy}ZiO__^sQ%ZlvL|P! z)ZQ;6Fs#>k1MTGt05GRZlaDa9;PPzKLH1V1lwlg@E?wH2IpD%7DMC`VkCaSlSy|e! zDr!Z-gny>mn+j~S(geH6fplKLA%@;)!JC{@XtRQ2zO^E0EY7b+(YM0LS~sAhh>_p=_mQ>=nXQl?FtCORKr zzT{a{gxPZDq9|qjq^dbtOUuK%j$He3ZPiPvicXRt{*eeXDc5&*`SNSS_xQ=~b9eoI zOQ|TD%Mc(3^_@L@Wr2hq8~#!Vl7-e76bcMqwP#%2@DdmgE=tde?H_nLuz(Xl6;KJ) zO35jcuH!o+ zptfh*Q0iyANascXNHw^26>=~FV)DzIKNr0=gLQGC>ocY6T&oWcHWGCy-@c5(2ges; zYHgl77(dMqTv$qg){Yi{0U0bEw@QJR#5wC1bxFnSR?p@vmr>7mD85^L&STT?N-F6z zI)els!LTG(An0q4?2`vVz_z%t@R6UijQVzwOYJtu%zidA`gvf^-K2FjZlByYUQ(7D z_*9UP+|98qC90RrsayDVg1&`mmz!*ILath`T;eUYfFc4doIvOfO_qZ%L;Q7;iUd4$ z0svs%HJ2q@s$ zhI8h+Nz2dgOs>Uh`69EV86+=iRv&Z~BIXfE343Qts|0v==Z^WE%uLZ%Km%2%iRZ|{ zU#qiJiqE=o>xsTZ@wq7&2Q#^R{ZNLYwFc-IR#H6d8sL#zW4&9}-PuuAp#Tf!S~I%5 zqfkjAiJT=ZrCzt5w-Tj~gOigz`IiXvfDa&J1w~2r*-C9yXbljGe_rtLHZ2tF6dPy~ zMS2Jk8S1;&Wh0bk3q^HVQ&ZDU6O-$P*L-&ZF4Z48bR6g|Ddgk25FRx++5WzYF0Zaj zvEvlFjJ#6p^0s`vRO$^~I;q_F7 zGoZe{0O{W?+)GX%L=6%xe`GW9^EMU2CCPI{B&qFYA$D|daCqkSq0>%txmxJx+<`$seGw*|y`6La{wd!1(v|Z12_xr{>O7%BKQkY-RS)(%jwu6Zs^3Y>90v>$ z30^0x>I+J?xVz_~p#KPgaZdbCXt#ofl9pe)EwlOc;{n;9tPi3`m1R$Q9}Nw?bnqsW z@0E3*W^zJL@mhH#m}1c1Up*ID1mAa8;)BA%uorPlro*=N0g)4uA30fBOGvKmJ9ZFw zLu7?=l#Hd~ZW#<^bNe;d(E?&^H4{=vu4T&uH1Tiw08JrOkLYuqNx|2ZXDPnWW_bn; z8+P%)%woh+92%U75}YW>%*}<)%>0PeJ+iX5RaMgmE=fLvQ_h?@yaJ7&ABjx5uWzF; zM*9iCtE#eWrq}nSaSLyZ0iruICwktH~&XQSaKP_6-T?_lZ zbL8){P%EK17LN@Y`bmC%BuP}l8Y(U;OG`68H7d8XtoVt&w8)lGxUHjwh|xE_&d!`f zZh&3fG@{@c7HTF!Lt*#2er9k=-#)?RcQZ4$1C~xaX=zDMW>iFk50k?zgrt!7;Rjm5 zpq7Z(9aD_x=DznEX(j^Sb6;N)NaODcRNI0pRn``?`S=y{ezcOr)a0;Rn z>)80dqGAe^okcSB{3&c;^3u1r5qjVu=mUiORj8=}T*XK&ixXraC#ll+`ua*8H+1u( zSeV2m4#$1BsOV<#Rp6h)N+-IVCO)1f;3LUAgJGojZ3a_^3ZfV#?Kya0)B};Q2FtbW>E=g% z)FvkrCsgx2 zdiWycoT-vlcb65Wu;U`&p2|* zZ~Tl7Rzs}!cJK7eIWVhT$2Q|LomcKWbZ1Tb6}s`)bhJ+S$aOqx{qf0&@;{}qhc5Ts zb>p7r&*JRHWRFQokujrw7Olt``XSU_(@A6~#-6_qBDY&AdOr#4JNoMCIxqv_QBAC+ zj>EJQ#`nz4&Gk9ef#fCa>Any`wspFaP-Gf)B`=f_>R15Pm4En<4b5^CYv`q%l~7LX zU}|t4svd+z7SMJeDtuea=I#PC52kbLjF+(20KrmqWS=X9KXwvb8gJh^IHvkYJ%oe> z@O#Wr(ntSgFD^);;$Y%mAhfMLb-a#_j=sXvAGZWW2mZ2jak9rfeTxUT{U7EKtOfz} zTR?8U)|hHxp^B6RMn@khb5wNn=^7Di4}^tHN^znLumJ0C->zLc9oz=+krs;K~A8Bw!P@{08R6|K|{rX(9pZb(8`Yhw|`21=XRu(2~pEPlz4eGp5FoCC4n0zh8a|;~(Q=*Z#f!mZ-+w*ZC^i6Ql;1z**-RU(_HQjf&)*M)#{)3% z$%Zctb?@IJ5V`{xnY$@RU*R$|^Lt{5g|)TnQ&>1hqVPi`N<=q}ksksE-o5_Tey-iy zQ7|GFXsy=LDe$PG%L`lYoqsC(CMY#{F9YO-E6FBb$FM}6Nggi;wvz26q0C1MW}#vp zJG;pD+~jz=Ma8YTf=y*kz)Ab?{Upsa2xn1cd9G{7p|(m((Cz)XS4ua0PsrHT6m=0T z$0A*ZQ^x@cuzBY0$=4d|cXs27|GA{R<&#KLr$@&&H25}p+uQei_lK%rD}^kH!X8nY zX4;Ye@0qiX%37WdPFm_TQoF5MFD~+rE$w8dB~zI_a`BoNRlx)JF*H4YFi_c_Xv?maEq)LGLKjX}K;s~ogGXoU`-jqUQ~ zyErAJI z^8*w-?uvc@ByCUT1Slse<5>P=MW2r<5mBD_G^o+<;0r+sd>a9!30!cY;CWZC!!+Rg zES)C;MpGrJ$bjp?0eF?J`TCTSho#-OfB%znDJiZTSAi8pOOF4R4QFS3H~4#SKI;pfk(#?WOm=kJu-C2 z5E}xbz*ARk(Mp+K^bRHXgPP~8U|*?0^HPqSF1@>vwlQ@GIL$K?zb8)6K2QewgP6VL zi;IhZL{{v zb6`WR8t-r5CX>Sg_K`>YwQCbxUG>L>TyawD{kRlPSQI)$Fop>G2HP^(2u1Iy?-t4H zFR{^uQ3j={;8B$3mm@Mj7%l#s;$^Ohe0b#lDjaa zeQVd{af~^`L%QScP6OU_KY912_8xZ{Ww(7^Wq) z^O%y5Au>xe zsbnZ2Q=uf3gjJ>}LZm`MhD?ad@`+guNr(o?|*fG-m>p$M!=@kFH4C@6{rrj75T{>1w1LnbTGI|ES^#+2;xzOwEsxkYI6&lgf2jA%JSGdC@N(c|Ck z5B`rG0WlwMhEA;27Apun4?Of;^0^jhm_Nbo8@XMN^+WcVl z*3Zmz(xetNvHnm}=-~^w;y61-?s{H)2^=^OSg89^CDWiOL7qqs===y&AD*9XMfx1B zdI;7m82&~QBcRpC)$Q~h8W|rA1>f?rPr2{=65#@<^X9VM+WqkZfbu47d2Lg}FZ^E} zhNR4FATQhj#klpZV(0$-TS2CnjIwIEhneoljHOKRC~p$ojyd8J^nP}Oi2N)bsxXLmw7C~WJtYe#9-pW$o1>y-|& zxGERqdmm7ZUH5{o=_9svRFaOH~zHdT-LUh-*&4B1Qz$r-aOodZ3ADt8C{ z*ob=+R6;z)0O0B89!jCi#s8Dfd;MoA_GoMo9uI95H$+;-pBM!LyAz~l@$NY^YC}w? zUB$hxokM(rd8wKpe}GmWZvG4N8|75Y&L)L{O!it(K-O!ODpxKRONgfFNqOo}Qqm{| z#1+hS!2)v@t3CVVFm;dP{1G82_N1M#Vw{<*}mQQ$aU5uu9vvK3b}U32FoYCmK?f})bVd^5)dlAT8q04Q$`5N1iixGw z{P~+XHShSJV2hv<>T z(W6hFKDet=Jmc=*{d_sU3ch~2<*)-zB>ahEBV-s@)9f9d!q`DaZ^xA>g7nm?z{7^C>P{U*ly1U5fY-)N1q<7Q!F=VY!wA)YlG zOdDdci_<&AK6-jVCeQ*WAr%UX;kelh1Wzd&5Bw&sTVS@Re{T`fgwqNP`2FT96CyN! z(z8VZ9DCvF;Rdn^zZeWDQr}f*w+xCre?AnRpKX@TQceu`sTp68O3GZl)or0ni}Kgf zvXJGHw*eYZwZo2?u)8UJ0%+{pMozaU5*l&4uwtY`qKoM~BFmyA^I~61ujhGrQ-1WN z6K;OsD=->F>7Kl2IYFYYJ$}X4_-M2h7El&Jd7+&R&CA|V;E|x7FWQy(=dVSH8+{p; z8nT$%b}~w_j6=6OUCYIN4IV2a>cCN56VnHdBw=Lr$SwpB+wf|cMFCKYAt#E6#-wzaIFSC# zr%!JuSQ~0f=Ay!}<%CbM@96X76jo-yz_i|C)Wc`3e!l8d zS8?&0P`NZ@&$p7=u0~ypQ+0b~y?CJl7KJV@as16azdfjU8GID!ei5x1-;b6+600zI z<)tNhOrPQ4;B{4XY|G<`MG9k!Gqffjd=pBv-m`Zv07x&kDI)Q@@oO`^C-KqhU z45SDlAQRh)sE|=3yFDx8ihd7-ZwPlh@*jkG5dD5?l9P_Le?%E!34GG#qfe4A)aG}Y^UV5>pU z9T!r&RHL~35nOI_ktL>g9Ir`t-@9tvwy^3r1b_^d$7$H+?f|$i0#vGYZmJ&ndhA|k z6liuv_iZaK%Dm0Sq4$ohH}U;#@H{6+qzA%tph-Hu`7Q0yv*Y{id%rLLCv2fu3X;5A zhZS_$5yK?ejHM*I&+5GU0-2I`D+v}2IW@Yx7DPLaJ{d=IO>^Y4UFl=4=*ln zwYI9H83$ReD#H(NmEAM6;_P9Uv_Z^>0P~yFU>1_cvIXmlGO8{QW zl`DtR%TZhh@=4Howr3Sas^G74b5U>vfC$t3S#4{-f$RtJ(ukuTbNcj#0|z=7*M5K2 zHb{o!!nenTNVH%4W}D^!!r9IS%%#Y1T!-aJw*gyE_hyj!i_u^M8#T_GZ!m ztx+4?;-&-A{b^||U1>rldRwvj(BZEv}@C4M^Z z_GQ%BwQUCJfF^}U&U!9|$kT~gsCj&iwcwqJ^BRn#sIzAuHF@;;(Gow4`C*abcVt4Kx2h!fq~EP7mAx)0fp=R}>ldMaR;A`Hh0 zp>y%^VJX<{(e-%);SW4Cdr_Y?9_Jg_R8M8X@``{)Q?Yx`o zS*r6l1+oNl1`Na^GgOJ5TP>p7>gRzHpeS!HVh?c%c8TAw8o=d?0$@fFCp`%H#RH#5%3r8S@;)!-PUwJV(qk1(lQp#%P=CH&9;WdeX)^6(5 z6CN|G7G95!Z^5xH|M~M|YZbs$8JlveNiR6QPdhv3X2j^(X1VrH75x~SD%gxg!{J2a zgzw%B?@P$KQjuJ~yd^YLy|#JFbT%8Q+|p9YhpukxF?f>Ow%}lM0DsZa0O-bE?6njG zFu+dFcj=i`9zC2U%t-b%T-fi*kIovC4v-tBwTdnFrd=9ND8=4+8*_{)P7J_AZQJ)@ z(e8=H|M`tB%)(Ob_5Ip@7g)$1B0h-y1M^SWuZbr9Ezfth3n|G z=E2L0lt$z@JCpm>-%L`~feVD}%Mg5s#3jy>u%~QBATTZBW9v6R{J2!bEDDBxQ!+A* zblOHGwc$aLJa>{K|KXN)hCC(y<;|>~IX27OYRNB^>t6 z$G(|^T5p@;qZpB8$GoY?-sJP=&jau{1)*AJkg*pijLJwDAUjScdMsMJxH!fT-;IR7 zU34_xH6+8dC(8pMh8$F_@bU(z5leAT+j;wFqP4frEF`V+zals+&(89lTF&hv}xN`G)U5sV*~bb zYKuA}>{FTx2Q4b9Ya_)5WGiOzfg~GoLbVG8zr=7nQ+Dp!wUIl-I}JQHSL{i~ zE{(pZcXYV6Tkl=P9+`z-;97P5G5L?j8YwUz9T>g48lr5%t>-oQ2kWQ7ky=;#WBP=M z!A<0tp*CO`C5~xyMU=%wgpe6f6^LoTu3_Qfo9XO8rY7~%8+eLLKZPbeYucR>C9TRb zUbDPWz_9-q+Z1^iV}xyrbZhq54mWk^uTcd3?}_J=|El(Vr~?QEWq&`e#HSAbnpd-P z=S~IT<051tBXqvDR-xX@1U-mgd;0c2@+%vr8wmSp)~wDvh~ewpmK=YfyHpH$X`#e& zl(8=#c;mfy$ZIz2Zcp4-2UQy$?05Xc3wRlK=UQl<|1&~wDe+tYKK@ii%^&aJr^c8D z{1}pzu!Z~+MY%#~GRHNGc}XO`Q{0@tezbyk@onG+`1SCv-2~{mILq36^i1934YMGRiKNO_4qCoGw`a^aMC@y|IUzn=_NYxaeO*xDTHN(E|`< z(N^8lo0F0?DwBT=t}he0!}I5R?oJiqFb{{m3U&AnI+cy{XF9y<`s*j{2K`KQ&^=0I zXBh2rX#gb{mUs&bT8DU+a%w+p$~d@dsp}I%WD6w z@MY%?9|KTC5J(pHWcrjb6VY?MOg#)}BC<7rTCpv(?UWmMcRmh(#9gM^ zkp^Yrg8*!`XU1QO5z$0}ur0&Pow%({7N+keEksT|0mkRT$HY8w6M0x9&@>b0EEOy^ zULaG{_cq~vHbW&poLW}~SjK*TZ=t;gx7~szCY~YY_a@Dng}`9RTb`bN$wR6}A)ZmB zQX`A49>4_C@#T+9r+D;ucu{}oB#sl)$L!;C*S2g7k4kzsvyK%R%#R~aof@;-j-ay{ z$~7^58J~jJ`6#%FAmwn^=?C)L z_n`|3_`3om)LW%h^a3&K-xU?bG`-~8y^_CZPgOIwh_z_F%=sJ+_6~xowGElOcrgly z2}j2eA%S|d4GphZ4vf%PSC4L4-`5E>6I0+TG1fz`l%&Q_$hBB@lY)o_Gn(%y$2X?O ziWNWFh8O*uvG$J;#whcfi%BFPmuLJIeQ1U>L(;i|p9Iii3bG@8as$1>&N|A2D-Vjm z0y;1XEj8wo6zklNe5*@r$xyJ-?}6?E@^wRnanBDPJ*p0KhKAESzuWz?p@Rp%<*`G{eY#x9a%pseWY z-gn9aBDlcHYuo4!ZsVG}xx3Gm(n2fD=ij6sr>>o6TI8s2@dJ|+psXkQUiEQj&x%xM z)-^9BIzBGN=D0Y|kkL{kWBqF7v-U0uW)RxzrGwiQDMVPu$KlS3W#R6Yrc=x}l>Z)y zut_R05?00A)P|6eyN(*A$#x5W;z4n?>6E#$I*%_cf^u$v<7<<#ub#eAXSN{^m_dj1 zsUQ*00$lL`QSSQt{Lgd>zFQajCfEJ_tp2x=!q{a{SPU6{^T0t?ne<4rzhI53fguSqn7+{F6wJ=7q-Ht-V@KmkEJD z@s#NVr`MO5NCuPDWJ?3+$Li{z`b;uJW&Sj}afM-v#yTojex9o(i3v8lVc_DjRXc|+ z^`U|7Ec+dp8u7PhU5y0*V&8^b5ksX<^b7SCpRJv1)wcCD$HQZJwnte}?xBQ4{XYHr zoxJd&L^qx4q~XJhB8Lr$)Abn=f>DD-h36u~JuwQAR|?f$2qL&DZ)7juqOsCOK! zg7BpEzh>uT>=7ub`q1zOOlc4%(3IMBk70hrq)v$&2j(#b{()4R@a*5hekm$%Gx*K# z{CCPYuu1g{3`MT6_x$AaUb(Upz{mzzTlyov{z!*f5f2$N*gT)LHa{8~&e+vZS;4}} zN}@NtJ>2L!01O~rTcD(Ud38;;Y#?#S(D?!Z!0Z#8!VT1D~C(61)oW8%nz(2cjn$qhOE7Ow)01Pc8 z1E#pIkoj;+J$3T@PZk$4)pM{+PAtj%Ir3P*ps{+b1+5{7i>(EO@GTUeP@L*LXSJ{} zvjujDm5qB@w-pt{5`Fma{kv7VTjl16NRWRSz3G0{*!z_*E}0nor#dF1!)!JuI0!2D z;>A{akDED-zHw7=!Sjdtov`{Y6G=(lGPdPrQj}9(rO`uRcpA*wT}412paRd`RW`|q zH?E0Qqy6b^v#9iY)6+nN4glVr%b6Blw$%40PFSjMKx(7E=fVA@xa7Dnr|G=z2A*_< ztdq55w}`Z44+i{Nn6HFa_OiMfA4Z4s7%yXgkV+MYIm@oLfx8h0nPC?JRCk+!jYg|h z4e0_YeWuvPkb%fxUMkt|YnA=I+P8FBd2xYQG(mQtj5USM26HIQy@}2{(94sV#)auL zGpXVMgR=r%L4L%Wnl2gZx6C@|o0c-9TTrq%!d811rYWI)7!B)%2Z01xO0n)8l*M6z zI;yLoVFy?oWIXyC=>O^CIQ~ z(cVER)-OGQvVLsh@NyxtF-YN}W7MDwTU$RjwB-H=F7@9dxiuHCGJP_O(B7Nr-B#jF z*6|gSCqJ#friF5bEhLTT*FmiCcy1!$3?#k~A1JFf24sTfTyUnyg$%c7^T+T5Jtt~` z63m__tiC_BB|pmxM~e{%&e#fd8qV4lRkyT0mymzlI=y1HN){pvp$xnmbf!2CY)gn& z#F7ev&O0FT861ANV;?&9%PhTZ&{T31(m;w({M6pw{I2%6bR6xz5VvFjC=jW5xDaiz zHgZ2}r7_R-EN~Trl#+yiHCWnUQ{7|T{m$}T;pMtJu7F$*XafI1{#v34@A>J*JgVRr z_47_C1&hq<{ni2z&OY;b5ykSEL&xAhAxzi|*pHq-7-$zR*K5$&#_kOkR zph2zZD3*8Gxv(q#0%!yAq)THXhQ+&BYRzcu)Stvl{KUwu??W$_i37FdOCGA;88%=P z3teZY8GMaur|tb0O1l+F8yGF`+tt|g5noIm0}idf6s8nte?rCL$N3o+0DJWR?rJ-E zoA|e7;}z9Bbrsw>o|R$JSkoz+U(*~NyJ&U%%)y7VSXiM-@RO49*Kce#%)>oAV z2~JK&r^R6ww28jcZ1m_&bEdnA^eKI!$(3ZS+m3a^DmFnXSHAx1k315JO%ehiAguH| zOf6-$#>F=4+g8l8=tpNC9|u3puuTFunh=)YNKSJ*HQ|6FeCn6h z*5y^=Ne>#=IQeTu1}Hb-)O6Frixn;BU=ghQqJ59ski^<Lh4sO`dr-DmaoJAG^^o!zB$ZlQCu=4n3b~baF^afAmBmK{WSdD&KudM|+#jVqORw0}0sMrsA(0zb#cBOP@X}8=-aR0f%mAkqQcPqrHBz77 zzU$PyUecf~bN;n{vtQH7%`^DaGQ@&?OUa+XS<{TxhlO| z9$HHB2b91z9+2oaiwiysdFV(};2AHbi0lH}LHQ^l74-vjMzv9w5}+VMApjAYcJY4w~RaiPb>LuOs5+K_!-;`I8O+!p+Gz!{X!yw`A?v z22&BZE4t~NZx?ds`=z*<+@$pTLI*2`5Su1B}ZNbB8$)bPSemZ6` z+=aN_e#CM;sbnR4BW*}{yz93&W>vx%N;e=Lp9<1CaCWRp5fJ}=v{je{M4dj}Wbgcs zht~7(gk0k89t7u)`EViMG3M;q+Z@(g22EvpKspkyDiRNLxpbaq#kbc+GG^ulTVtdi z|ASWuUxk%h=GU++d!)gNKOm@%r*`Jv3_amQ1Dq~oCQr|1&?o_IDUt~&5RJOh<1-w) zM=sLVQ2B6uVlr1U0Kn5P$XF3eJICR+H!NS?0 z%V8^DDxI$Z&iPafh*Z<=+&OV4`RU%;*(2>Mt@ETim?qtUjg{hpi>6$(t?6$pvQ*0) zZ*c@=f3j|m9`XvUZEQ}24ES@1DLv@W1@3|{`bBolOQFTNU#KlBcz6zRhjymhkdkPO z-CcBH6~m8cJ!f3o-@GVBHAjDby`sFmoa{ZtEd`?+EXi;MQQI=tV9j^8Pk}UuoC0M8 zK#TTiiK5lagknr+rf|t+Jqi;J;jEH0%qe^*-pm>2z1~*8#AN4#vwS-KKB;7w$+5{U z{K+P=0c(n`*qA8X!X&#z>(&-No2~n3n03>*bBdRRc}*G`GH@kXs>VHq#G=U6;+VbT z$IF;-1J$KG_>e~F>raB`Bqb^?&k|M_b zmCFWS!PI(9X#TNC9jBXr2L;7Zp$Zg>C9WWeM19$_0Y(G9`cL!LU^pl4oBI&ky3mqC zuu)fNeZbt#j;jqdHxTJkoPTa!UN@d7k3wHDO!%hGxscQ#Xv^Ne7Ft>Y${t3;TjvVh?B!edqI1KCM_t{HOpyj6ynq z*wVp3A)@&}DT^57S?EX=-jLQ3v{+ygCib_u`u|WLKZoSTt_}N)9lF=X&NZDAwHy^T zWMg7P@vBor2_9}C9GQfh=sATgtfgt+4vsE%gG{bYdKee3?Uu2$@^7X|eN!-&{Ef4r zPB2iUpGkDfTtl-K5`W)mG!yXmw>&bt%0@^)Kv`oeyIvXbg6~988nE`bset~pZ3>x@)_hA$Jl)rijCaJ?FIWy6Cl+>tLd4Hogk?E*d_!1S4ZxScW~R32%PrZgG1ydx<4lxVJ&KWbCK5Fyx@*{CMag zz5r)n-p6Cb>={g%q~W{9eZOvJMW*lW~(ttE2HEStIme69}0bqilE!>Z#f`a6y#0vijb(xW zLk~XGBq}Ds`gB_s5>~~Ol_0i^mA68`Y?>}yA8~VlVLW&Ke9K91_$FfigMP?)?%dQU zJ!&{*nU>*L4q%}Ev_BJpU6)QKSfyx(J_-sAy@$9jSlESJ;yaux88pdqvAdPB!G-sN zD7!&Ti`^sw@f;9rMN_$Olx|S(iz}(6+lV$G{H^){-?hFTYyT0`nbW7ohIat+7g{8< zp|03`{I6r}|4&lVW1AT6LV?{e87e&T2tWdva1c$8A3tu&v19ly5(N}S1h}-qBpsE! zl6gHUzV35c7erhlh(}>QM%yU?HlAG`Yv#yWLe3L46`VikrAtGZptE|nh?ZkXYEJI7 z&d=sJt(ppH|#tL;2t>1 zKCxtU;FyiqDH3`O zQO&kPg&4rtgWg0O7pDz7Pi%9cW@%kw^L#pea~53^@V2lESAzml&%w7Cy~%vw6EP5x z5Z3iPw0MM6qu~T|ihDJwl<;-z*yy>Lm1C#sWRD;2%1Nbtr8!T%_7g~lSolxAsGRVvzKif>r2Q+d_j#ykEZww2s$l(PP=bENB9eh&2JF5 z+hbULzsM%r-%)guYALUT?ia(18O$zQc5$TY@6PydSi5FT5%9A0*s-YrONv#|A5UG!`uUAw zkSL!Q=966`tF=c{P(+J%CDudHM#YS3a@D>?8*`cBKe+?^}CUVbP1s=Y1qC*mHH=>=&=pkLwQtu*bF5A83j`qnrhQYxL_EnHV(P1R5TV zd&K$&>O#OKYtql)owSi2UTmaDWB;|MU8#|P0J>1E4=%`{#Fwtg)zzZbZq}>`wJZi| zws(H7mc!Wr6W!3;%ZrwEGu_&_U#52tA3Ugra|k0i2m3>;vY;kJX(k)^bo%!XecB&A z6Jn?iK+mW+`0AAThhC%ulX7z;v-mYm`BTynbojp9ptMza_gmUBlg9m>6&5TW2 zec4=Awxq1<8gQ_<*k1zI@O{2#A${uFT2*LT=ChX()OGblk1ThNCn~$5@iV3!m-cx^@`G>q6a14%8bFcc|9(Rw!fnSXuQ z4>A)vF1VQh0?5@Ds4O2x)uLWS-~tz@&A5D(CaqmOZb+zUOa2qmF+T z!zUCgAMgi;p-)q|Ou|Q#@hl$`?B4)aP$*z9sWde;@j8?i^S{S{a@@T`k4&Yp;~Ln6 z*8+6^eHjq=4yVpLboR2z)*+*SxP)B?ZJCVBsn_zXeQZ0dUtd4%8(krZEAhy543x!t0I#-nKbwK$=?Bc&n>Hn^pgy58gXv&uJB zT?bF4(iG_-JSPERneX##%(*6>2bWBojEHkC*@7`7B!ENlvV`lI?bzS;=yo>Hm$_g| za~1Og;PGuZNT{DX1yNRnIB}2O`2EuK)I3UHkzGx{wostXVvG4vzn>i_w&G1-+=^q|TL>8%=N{mL)I6CegGKpUmhRH|Xa5D&r+f-lTC&Q9m} zK$+GDYOOPsZOSe#vd7YP<4OJR0lqDL872$aK&NeBbImk*>iT0f!l9$rlF7>Ye0A43 ztMG4PYWsZzGtq`ocGj(K0Q(5j1i_cT$F_;kNQ?N;YgI$$si0|)e0@9&8M50)|EGXqGNr|PN#&T!=$cY zA&MgIpm@kFSF5a7zcZb(Mnz^4Dp1+W~N$-%TepOWPA zf>PA&LPP(S7j_-*QV~K&1KMU7XbXduXz|pw^VrqE@Y+9`$VKQCG)JvKTXF z%7NuBjUMZ+KTP>06%6THZ_FNmCaPKG2G6>PM&P%vF-*kUP4>_l3gEy|k|75s8k+&I z1XPrFyfx7A#yJQB%59`{^N{hf*t&s8^@ zckS+ymy>e`;l%JdV-Pz+l^DDd@OU1$-DZu3y<`kkCYV1L(Fliy0H_-JV~T&toQjfk zyIGNS!;V}&ab(OcCFY2Nt6M(V zu4%M4wluNFyMk9>pn)()N&H204TlCuJH%v#>F8(*7R^tDUNg01=%EB-8Yb97a zsln4biSmNth`d>4Hvc7Z3&x)BFj|-L9yaa7Ntaz;$DKQO7o*6zVCkYc|MG7u(8M+U zFUDU>>}lppD+`k(3QI+yzS!IbwZmlQ=#w|F3?OJa!*7Fra$TIk;p+LDCdG*Q zyUGYdjp(jp8;HHM^UTYegZG{~wNUL`A~E4vF5>igT=99l1Y~vT{tX%qkBxxnP<{V& z#tRu?4M=nPDiRSWVE%LWx7{3exkm77rt};DG4F)9ohlx{Xu~2DaO&3@XX|@kUDvR% ztn5wNDwuV9%38abdsM7WYFje{;>sqHSkJo+BZ9pdNW%{9PQUmM=*K6VrxuIaiaGd+ z)@rVP-M*^<@}D|1nTsq_cc9o_9WhPYJUYen+e4xm@y^^ZUCbr;G`KA^y_K?K9rC;5 zmK(h3lG=}4ZNQ!SxJtu(O-qx9XL?=k*s$k1wlye0lNz>2dyU z+BP22oy262URkgJJ06N~tlsbB%XQ?UC{87VK3<>HoX`RFf|Ia+5S=qOX{vFLjDap+ zXZLyYE15zk>*@pAW9mS$t(05Fw?xOdyxe}pjKJDfxnZ~dhUn8^;5kTQp<`fZvW35P z$*Zeo4PB|K#N&Vx7?3^NWu#k`rk zXM#oABh7zCTmGDHoMQ6($h%n!W}KaMt9sqdHB-~^6EXgE$UD>LNtJIGGmW=jzdm+4 z%hlTqb(@Mp2+9+=C0+kAYwt0Mq5$>LAi*4cUZLTjri9!or4eew*KzaGw(=8VzcI3lB zNRrh>NP`2J{RAI*&(o;5+i9t(M(;lBFvN<2D=dFJ9$u$z_wI#MAHsWQLWf*u1IcjK z!WG>fE7fq{e=n)#--=7OK0_o&{{cohKfgc)!z`V}mn|iou!MF4{Q}-`KnPnfg`c#3 z?xZV>iDiH&1;Mm4*9HX}Zu*=?ju8YEm@MR+W85_9nK^f3gbjqzZ|BZUc{$&%oPyOyDI2M30z|@# zt_|XVAQcl2pI_3Mdg>lw*JqqYNaIh>PKD-P`uO_BFsKiIeryNsVuR(GrnTTJm?K}) ze6e)UO^azS-cdM+H6=jo&OLhqAbhg;Cj6AbKz;4D+p&NOVz4iCKWet=iMAhNSBjq} zfyUvOW^84`S5pf~gk_zmNu>)zn=gYNKA+pa8~o}?KlhNG$hr#=j2mrR_~9OE>HaF>-X)deR7gw4!z7?u*JiTLbl-x_ z4Oib?>Q||DHpSyX{|lcp?%!Yity1kv4HF!>x6eO~yA}rESzelvpLaf`PE{nUEL>TX z= zp{2q5{CUI`>{4anPa13;1$!&Ue_y<}%H08`u zRr@6)#^==Q>Kpw<}aa*-{vgx|AG)ugIbLHUn{D0P4s-AJ8@0C%HdT-n4$-e8DOK

      )33QwXVzp#8`Azzd)`> zyGv&u)?Tdg=(2D3?r!56s;Q{>vrPzkyUcYCx0t!@)vH;!H#m6g^CMzuG-@C)B?Dby zDu6f+H!>Qn(TG`WW!0xxy}dv}AhUDvL0FNSeH}srK^tG1iQlYUhVDS$hW&HD+KHnV zFiG*<0Jm__mp3U|L{G_EqHMK%#6%|>c@9arG4D|#Di_WpX9lKo;>ao!-Iw9#cD*z` z5wn77i;SRvmydB_Ud?t!o{X;cj>!|>Wz+d@LPA2$cn{HBu={$y@1GQJoHz6?xpnvM zmQ(LOMyM=0xl|^I(s>E}mr^vj{O_sQ(wxl@`dF)2@qFaa4o@CD5N$Mlrp3p@5bGrZ zz41HPN+n^A zU)Ioa?ZAQRpJw+!gJdBI!G1qGLWO?-0R(sCW$7t(Lb2%G&BTN!of7#bcpdgHpy zZW>xaN=A*EeJZ`2ftt)_Awh_Tu)zJ$R_uC*!;?7s?51M)^?t-G8D*|Nda=6p!?93{ zUY^3m)mDjqZWZa3&DM&okQKHT%zqSh?Akwr7{s&bMg?$0QZ~%lWmpj)us)NoqX(9( zW8`+y?`F(OnIz?}(7I4JhbnZN4(H=M7 znBFO*o(fQm;HQ5-h18hm{IkEwQx+^b6~{ct$dF|REi^Q4g+69l%7eV7kkkV#M{*~p zhJa^(M%!;{;K_bwfAgK2PanG8C689lp1JTpfjNvTM9;-mFw_@f2k;xrUi7Y4uV1fR zHEY3w9tA$7n*HVo@wVnyN_|}X^|Sq&G;Go&sGU~Eh99lP^aH}Y>=e#ctEYzG!c*rc zX+LSR^y%>?6nG3$HxLq%FQI9?GiCL1_th6H8??HU1g90^Zeek8BkgQ_ zH0bo4Qx=S=i9=P{nYvn{pY^zLMa@-_lhS3GYBU-?VuXzGcYk^NLGS6l2EFg-|66=A z_T+Zt<#^lN=~+(Jlo6qzbI?V|wN>BSEqF#v*$tasBb9%3MJ^KkVD1<1%g-LHbo;lI zjtv~+nODcDi7PyF22DIXLg~chCY#Mu&tzg0QF!xLK|0l%kVuSY_CZ!d%yqlsgUn;r zqpN_U(ZK4A3DG0h4~@Iz|tC zHAGe@|BnE(()&_rBA$U<(XEr4t^D>X2t^d4wX_#6+7pWr=%mu*{aI4I`}lYJQ9FWm z_H(>E;k%ES*#_%Dr(xoSoL#$SP373=9u)jiijl3)Z14O0$Kmx)C!Gi?@tIjI_`1)J zk&iP)-$nZDn30iDQ$-t^iWLhFO)Q&buz?rivk$S;GM`yoTGPeuqrvK@pM1XjCD6ie z=<3y_LHLs_%)Ga%wxH(vr_f_>UC-SaEYlKJ)JCHvh^ZA>RLXg-vb@j_Q(M_B4W1#A z^;7x{!qpleli^F2tJ*Ezka0Ikl!2%1#l^^>v|pb-@1|a583l;9EXE*RBA-3RGZt<- z!xgv+eJ?ulF|c%qO`KtEYg^JLRiWmD(hE{^V>68`QUSfIGX;t4Y{D{kJ1wIx5si+k zwP9TSkMrv>Z`xU zaf!C-ysN8zQ}05zEL{jvE|Fov^ugc2!u9<1;Xw>vF8uEMpO^3Aw|hgM=;T4C$B$cP__pfLI!R%K3cSsHbd&<-Nbz{-`;v$Yux)RNRdty$bNg z3*-Y=R4?=crs*TV4D(o@?ysek;!~{H>jW*rV_Bsd$Y}Ka3$ZPt7x!Jb@w^kEViX&&yTwRY( z`%sT6^^a~h+?u4%qQJX$Y!Sgiq02;VE!5cX?w`j_|E}9&NQ7-1oo&TngSIChr&VF0 zwv}eCh_Q%n&Cl+))xq9A z024xSX&2(JF8^dGuZMS_#`p&HFvJhv&p+lkPaL>3scZ z>5GLND2&ku6s#>9RdtihymcsEaOUX?gerAPNy*(~rZaT6pz;NEt^hC+ zr$knH+@;3JX1g^JKS<~1Ij58z^2ERlEb8lO<6Z8k9vZdw^4-~<)8f@vCn-2WO+Zbd z(Wz62*`~&VF7N|aIQR>(1Hhe)>#Pk4x*s(u(JB7v2i^o6Q44z6dPgp$!{x;p_ndMU zaD`+gM3|0|f{Ytl(VloE6_taJ>VhW@wTX zdvX7fBh86<%)PE&yEYfTm~^TzNccq*)3?r>V1ED#;oIWDxv;6r=4Csr=%CDOhNOG@ zOz6e6`-gb6rQ4;Jx_5X57!p&0!3y!|!eN+kd2xqT#y75B)gCe8xM|BoWbstEL#GLZ><@3;ZEac-cOg?Vf0Y0*KX)<%(q&ihugxb7Z;N`1JzsR!^g z<^9O1cHX;MF-Mh@sF@}7ds8hsx)g-Sy8fBzCZ7A ztcQ`it?H*wFQi-+Z|Zh4iTTvB;)cs{5(h4UFcEMA09p|UEpv?i*JJBkhwn%!MT2W# zuv0B_;LESCZ?vOU7A)BR-iX#nrTZ~9yEdE_?2=`x3)f#Ut#=d{?9c%5SOFl&{nXSo zWXJjkU6-RcMz5B}qEeb0Vbqh6+wGs9(!^eM70uoahrl!wKhLSzQ%6l~2OS7{$JuGF zvzUr8kry6P-M`$iC@k&VFXT+koHxmB@t9ch13jt=E20QM3(f9AuC^gCjh(-3G6u5g#l>36q6 z%x~YZV`X%Y6+ZnhHVdT7F^!vc484&|X1A(f?J=?${l^(3p6^=pyPkiayp>>_H{oV% z|CI{84=2j=6S$+SEHh;7EW8V+85xAt=O1bXT6K%T{2aZ~+tdaekx(5caA^WcVsR^? zH;W37FIo{fxLf4@8uP`A&wkkdw{MD+|HyT+UrpLqBM3J`76A(SS=Vzlz2es(?&e78 zj2IDNbPv#WJa<_^OoG+AT4#R$y4Z6cS;exG{9Er z8r#Kr9xMsrHkGt;9cm^zUnnGxz&whoz2M24iJ%lW&(P+a&gIL?Nxw!5S&C{ zNtFj_uWgQ3MQ?0ne2%}08Xfo+0S%qZq($=yMH9b1tEnSA;N z$@1qgza#yz7Ine7uNZOLveO9nO?~ zg^W&i&y78DZ*pI;R%Cc1#}f?c9y=Dx5w9h0%_=@`pE>W>a0-iprDxhM7GwhM=<3$m z-4HZ$I^VV#hsyhE)iCgSz75;Rbq5Rx8x!u97TfFM=FWCA=NJ=bPT9dsc7C*f05@BD z`jE>^NMsfvJXd};>2Q+g50f5y=Rn0eHM@; zowGPf*Dsdxd)czLy>>+8mD4-3Vp|ofs1&JEfZ{u_ykG+wYU0H2eg%{jv zm5tiLTb~7d>~(SI!)POv@LRZ>OZG+lwdRQu_%^8<|5iZwew)zud-(n2b|81~I%`Tz z>Qli2H9)xOet=G=?iukqYP2$aX!-JiKMOP|TevDd0XCw&1lLUtyIo)?7l^JS?qlept!jdpVcV zn!y#G5%C`m%RHYp3DniFCsYnSFIyS%0VACq_9TcYj`x@Xu8g!`Qj}9)4;is^MQTZ( z{<~{7nn(FlNOPh#{VG_iE;F;dn`c6_NBOsN*x4oKRpj9T^R~p)e!A$GlQMSFR1zF0 zW-q*4#J;Jn$l3Qt&h(uR-}@>D-n66Mv1qP3)c*~z(^2+y*Ok@RsUwCsJD{b%<^3e< z6EnLTxlO^-;8}ZFjZ4=iY~Q8He|j)s5kEwQB9%RmO3ZN(DchFY80)3?7HmwoLja9u zm#^@(0pVLrUAUH?TJfOI`DNRi4vjwuZQAy$7km(0RZq16WQ9Q3kJxwU{H-HP z$%f#X&rbDbI`$8Dg*|_d`T+{AUq0v$aad*AQKE^!)2qtxLK7-NdH3mhm_7lfinAxwHLz!Tq)aldYQK9;C#1)6Xv=IE_ znUB-@#5HrKF6#Y4z$Qw)Zbnjda^TEQOcucu>(-Kj&zvln3S3b^KkDA5)z;8ZEbiW| zab|&yAmS#0C*N&0Ox$16dhHyjC&2aYaoLR9?ZKg)IoTsMCtmV3a`b-LsE1(qL?agFhX#vpw9D}nrR5rX_6Lu zvw&mLC{P67>k_4^pt@O+;YZ$xi8%vi#+^H>dw1vxf+C2N0vv~?9S2(%AHqfF>NM4- zJh!<^mu9}{q#%@7L747$9D3yLoja-Mctc-vkOK*f=SSRM>l% z{cJ{__X!UOu&6clavs%P47F&{s=lA%0=^YB6tXM}wRSdUMTk3gtNG?y`87EZ{v~p| zLtIIl&EkZH7J;69^ohyt;oBDcx`HtQxPIP@2Y=m&sJ>!5iLZ+b&kTJ=uN#u}ZRv5U4o%DGMSm9_G%B9X~t~%DaSnhXl9O^B;LR zT-oT&3!$jt;LzJ)f5TfT^|ecJ3==gK?TLU%V#739*17S^qNmT>b2>ApDmMDeYha$d zUM@0W5l=Gl%Z6mY0dt`&q9q#HQ88v)7jM3gyVv3Fj&3U8jYAl@8htZUC$TcSG zGP9Ml1q@jM$oTTn@X5j4+T!E;#3oN0x-HxIy?;^CICJx&J7YMD zmMG|iJjvnWCu)FR|F0rs_1Nm`w^o*Z@;G_?S7tOs9+v)cHB&PoMwap9q&`MfU`0W z-S9}yal0dW96_sy6LdswVsgxdYEd%E^tSZD#`WSU_6QO&t^ri-;*-xX36QmyL-C_S zhP#bAdz?A4kJ%=3?3|EKK0^$*&3qZx%O#Rm@0JrQUJs3VLSZik*qyHLsiHVBrLn)< zdypW9=qsl0hj(I@F1u139p{lGg>cLKXhqx97}b!CF%Mt-jqZDk6~!h}BVmCg2w&Wt zUl0maIDc%05)*u}#N|WDrU)|)3(t9otA7KvTB_AXw4DK%9{`#r8(YWj?vcty4vHXC z_zQ*KzU=_6KPIbMneoE4y|!t>l*RNNnp%F}!#*TIgOaH$67)e9d7 zqz#nany?|1o%((uu62MU7Ax5(6z29$ML}%ipJ}4R*vg1H{rU6O0Jjqde{;_-q|)(6 zmnD-z^1w~|m03B%AUbs~y=`JTI!q*_qv0z&`R>)j`snW6o7m#exU02O_@_o6yX)%e zehQ|6e$W}iSNJMvL?Vyb6LNd3aXcFKMO(HQQMmNCI3vskLC>H1Stt$_l?|H+6U-Z(sUR%z4f)|1~hG&-D_*mG8w4 zRBqH>BISYHmPUNu#DU12F-kov_vo34IaSNIkB4VdoKr=~2%&!)?tM^E&fnd-0TKmB z5V@p*O~l|-J|7d|rnS7*4=lQ!=;Ue;h#^si((8`FlQ1SbOtFM{+ zGb%Q2WabZ*hgcQ}xdqm@hhvpED;%=IUDa z=b2SZ-`ROaW`oB;==rI(*RGEnl4JQz`X1JQQ>B10fIoqmq^~Wz8Hi{@*by}ja~dxS zJ{J$yhlaFyWZ|^TGtH)r>JKA<{)P~i^jgYNW}0_-k+4Ok&AaV?_^@W)`MElu#6bmK zm3XcL0%^mw1({6>6+Mp_H$^|si8?*;=ft*)os+E93?8d`19iIPC-e$Ucs}9ZzIuAM zxSk#>rse#c6B`qA3j^f_W*R`8jllqM=SXAyu#?}9Hk94VaF-DMn?@s=<>2J{>arB} z+W3#jo$u<(FY-+O|7?Q(+A~LZWTdGJaRE-qM5qV{Z9#|ZCe^ME zc6y!k>1fsi(D~JdlXl*oaw9evJ*jo47 zw_97q;of#Oi^1g`hnlNq(CmAoY+z2PC{V8+1S7PLo5pV{e)|>~K``rx#&foczkRa> zSo==HN=nvY=OUR*2bUK7SC{jgRMtX&(j zZhF0w-osLKpc5Q?#ds^$AL`S_rKW>5Y+=xp5M z`q?yNhDJs#ro^D`$-PDjvh8o+kRd1NA`d`105}?(0Ky(&vffyBRf3g_rDjWdb0%le z(`V2APf=$dPIa2baXT?|wbF?lrBrk((^RfnX3EQ%Y|zaj+Z|@znU%d zhOD~8qcd|-)Rqgs?yan3#+L(}#u;{`J2~93*sF;mXaHq4Gwvr}zk-3AE*X4z&ikCx z!jvR1CKGWypu{nUWkW51YY?l!Smsy^u-5?-aY^MjRkOcgl*}3gwZUAGe1ML0G9`fl z&K4D=kfBt)y-2TSQfW$MWI{b0R8AM`vJhJWKDM(pPc|vh8 zWG!8MFl@Cr5s3AcSAP9CD-w?}_WaXOZg7#seT+RD(l6OVoKSF`i;js=P|y`KybwX! z1O3OdH_YA2-s?S;Qnt67F^?_OE#57m!=2``V^6}KX=h=U^k!^Kfm)^_`$3!iG<7z{ zJhc&Gvw|CVT6($ys*be?Fm#bs9Q-XZkitzu|4`R*9c?YGdB*wVr=hk|%qv-6=!alX zvv6r;2Q(A7&<=IZHP|90E+OH~)$4GA8?<1)Z^0lCLZq#WG z$ac>HM^6b^Exyh4f!(aDI|?b_L?MG&IdZtI&JI^rFfjw4Xt7)4!(7x~0i_JtXii)w!rd7sr zb||kT#KvNtEQj#7kVsZpSSVGlyQN({7&^S&}z@DuGkJ(*YvaD%_ zyvGreHII(G?o%zF+cWk8VYkyXb90*Hza9(xZui-`Ml0rVleySS1@?vXDU=`M(QaNGP3go=`@L{HS z{V21AM=aSy#19LLCInmD>^G5L*K!>Y?x)n$sfgNN34!P{E}5-)Ii%MCimZq~_XO9d zpt6D)eSmlQC+`iFb8KAMR5F>KuC5(_Yk2~uKufJ(UbXuleIAuTVg{SY2`iX91dvF{ z$j}!~!O$E8&=k5!kpwo<3%bDa;X`*Ixuj-g#2KSii^j*tV`EJi)3Hab`zbpoH8F8D z8XPl9NP&<3KImEV!=f96YhDb1-4ih9z?1%E58?p4>bv@HKp}e2VMuyB!GYgNGcrSN zueWK)(zdlx+uGTFEn37j;LCOz8xhT7%Gyx3>;6XsYbuHBx+?FrX!gWYJprt$Od~$0 zOqTDRy}2xdvPA^Uou&w(U%wErXQgQ$`OPa6fDxRYb2@?*YJ!!_xfY4pG6&XI5Hlt$m!4z%+J$masixJ z=}0xxdE^9?V$|fPiu!d_UDgzKlCXdiV%fu%=H`Eb@`#}YO+-5}I6*D&Uf-8iuI*lN zRn6|_x~z42e9H1_jh0@Wvu~u^gWL7+rw#EsqC1J97YvZm7m|Wd`x{ zYM>;q53hDMV*4m1q!;1ROu=!$OzUMhS}yaT)>L}AW%zdIGb2EZkpwOb_D`CoiZ5$u z39R&PZ5wtwmaHr&9Qm-&ly*k}o2W0uDHWQ%+{!BGF*7zEqj3KE4d_Z(C!=jBOnZ5k ze2l_bpeTw6u-)RJT={cXo!8oOMOA2B|AJQ^lN6+wQ2Ag8mS~O%EDmiM88v z?Wt1>arO1Usa@{!eQO)}#6C;*ddsbxWlN3o{Yy1*?z?}#qr2OYuPhr`Iq@T8u0T#z z7*lF!Y7X~~4iBH9L?KelXx}d>YK>GRgq`#V-TCg+=}AdVpOjV`muuQlh%oEP8u?dt zNNer(qs|4jgCk1$&=hlz2P1zi%=rpG46wU2rT*sQ$2G0PfrZh5J!3e@I+{s+A8owC zB2R%l?RfUgj+hVdx?L$%x6S3g))*_9FRS}=g5-|9MoG7hbx=}3+?At5SrL51OgqB$ z0yM{<+F)=QBYS6ubT=O2;xD6dQrIh_$1|dE?(FC|Prw7h4t#3{nja@DzuDa;3m3*v zyL6DXPH}dx? zcI9>p6m5yhgsQ@f(v25l7$z<^v6sOywZr4Jq}OS`oKH= zIPnN^^*1gZAq z$x96aN3G%xo`_LM`f>{L9Q3R|Hog4*yUo&GRr3YW{As|@Z<#JpPlKMvR;uyiWbY>X JVa?XV{{fo)Tu=Z2 diff --git a/images/pairwise_zoom_5x_best.png b/images/pairwise_zoom_5x_best.png index 2bb94a18410dc513e1d9b7be253debc768a5c8be..27f9547df3b3e94248cc4bbf9bcd0df9de73b06b 100644 GIT binary patch literal 87777 zcmeFZc{G;Y|37+5MH3BVNJNULBxEL`qCsTJEFxqcGSfsUWNHq{keMSy#k|{El zd7jT}d!Ent_dRQ!^;>71-#X{~an8L~Pfu?5bzj%M_I|%#)4pzkU_qhm zpeQNGsk=V;+v29Jp)n^qJk)CU-~z*0RRspsCwFOS6jsx)?d%a&kAC^foK@$+ZZ5N< zdn(WOg|&wV?9_R1_C>UM^pSI7*T(inf9Cx=Mc?W;>Pi=Oq~~H=m9ssIRqC6DH;q50 zKQE+Y=j>1lUCH&I*S=kr5|sb^Bc}Yo6-9-AUpj$n_WtLM8q1SLoBn-;Xqv3Jee>T} z7V8%6|9l{}{z1uqKERdwY30`ce8NIxcgBA{a6DP?|Nn~rTL(&DhbqIbfq{ke;6Ghm zt5oaKd}LOxUL7NMZT07>szxW?rE~st+pqEl(9+Z6U(S3xc2Ht?J4U;{Jfc(N6cJ&J z;pLK$(5Zd4anq*yJp;2$yts`Tk9W|rvYg%0smU!Zz5P!^>U*9j&lNj&?mXrH+&+d^ zbGkm;s!@W&P&YEr{8U!uBawAD55Bv;W{dFlfQF1$ujCIO_EmNZ+kI+r!ASVU z{>`Thy(SprPd)bg6u7O?y{*cmzb>)2`Z>bjWJ z@W$iv_a8rgy&fuBp6muX%}0(aD5&3l`SRtC0In6()b_LE7KJ09wq;~xUB7i}jg*vB zhR>3BgcZA#tFPNw_uJA^np2O2uM`!@unJ$K$jZvj&;CibELFX{`kv=p?XUO#Bk$>D zqaAxH4+sj%jdgz=>8;+`+t>HZV`@;jk%57sq@)D5<^00zgt9ZgW{NLwz|C8?RKqp0 zM6A9(66tM7-IkJ?YJBk`t*)-__`px5%*;$a>vV%R0c*DGE@^FLU%h(u3&UcW`T6;~ zj~?m#Doon4Wec@Z=y3OA+oU>;oQTsc=T7xhK7Ic^)5O@sgxbr?>-+cbM$LKlVm^z7 zO_`34j)K-r!eSB<@4kK8c<&E5S`Swzl4Ysp0D3(HShe_@eqror0O!?uxHpjW1k?bBM2fek}M~{Hbld z{r#GGPt&-{%F24{lbOi-mX-lUUUMDOBb}B%WxVH^RaI4cYvR_OJax+W(xvrGOiX(X zi}b8FTQsKW_x^ar!zyCAlA4+tCtmX9%Q}n_Ww@%UEoA30RJa;*gZhW|E-o$)q&*H% zN`C&-?b8u=HaC)<5%T%C-}vFu>dOl$B{w(iv>R*|=iaqT!#xVKSAZ{#l)5D9hYuf;dm-V}>q{>)O=(Ow zEbadKxH{cXc7FIhJ+t8X>oEguK1+ctLS`kkwOg*O-f;ECjaB>g3$E+Gb}_Dsl>Yw4 zL)6pDOXJgvi?`KHO}QtB+JYMmeYQ(`Oe)ye?7tHjSe@@^KEF6O^!dw|YnW-2cFcC( z{rgu_*rZ%HE-o$xc;mj%%5D7i%DhUs6st)BXJ%w;8!X!9xy8)PEYEvELQPFA!}*V9 zoQJf1$I999zH5K~ULvyw)BQazJHxT(w9`=Qc1f4Nhl{-zl0-`9riT1^1MDte)=FHr zZr#~iXG6JDbaUyL1PrcYro~9@+O_J9`@|6g19r@?_TRs+-?_6s#ju#&-rio!uAQQ% zug^H(=-|*kI2eR?^78YId%r!)bL^ozZ(>rNpu&-&ow=g3G+67_9vsQgXF;T}u<(HQ zyzBf(DF>z`&Eou+%HQvq)Y9(bhkxc+Z`!!gHzj57rM9B&Z#15{1b7<)xUoI!jF$- zmo82;8VX(>)Eggc*|uf($&!4>o(!)!7dCN+m2;B=XO*Mxg@+q`iaD3e9!-o&; z*XU(@alhZad$)1RmTM>O?>BBpIT!F};O}3)Kxr{CX35KgA5aT$d1s900=x%NUcSYh zU=kA-=j7$3#pEJmfuXq@9)5jsVUDb}=SKtIVGJ@XYIl$SX{0x=iqz2gpW<^Bt*y!zjE#*$chH93x^*l3-o1E-uc($dT5Oc} ztdi>F5A!Icf`S4yOyW4yW4`heCr<3bpTrAa?kRh@y1OgK@bX2R)6r4JF(cNlU90}7 z&|@mCqxgifa_rW9I>-I|{A#dR!<+Prz4c#aW`IWWI3Wf*KmoE>(s&4)1BX#09K3a#9Vcx+m~n!01S4=?Po_W#Zm@#ANtwx|S;O#ZYbzlHZ|n)4ka`irJJ)+udVX))6AvA*co zjF^g#xTNF>pT(JkCMz;|$a_s$7NOiqY9~+L;ikP>hvjA&Joj6AKWb9q{{8z;Z(b?q zU}tyc(Xp8^3HuI(xY3##wU31#K7QO&uCJ%ZjY`#5`BajxQ+8qO`Ji|zo!d!&dJaup zS(|1t9KEk5?nJ;#9-nUh+4Wy5Dq>Mi4ky~Q6gcA!sM*DfjK(TZhgWf?Mm{~Q+T9svQBIGG(g4&z*OUYVWBo}KG`9!zdOzg8M=gx0;1M^bJt zn~LZ-WKz_Ynyk{5^b4Fq?g<#~UvqWGQ)v%PT%UyZd>*cEywzi9&&0F+f<_lE?E3NZ zr`AK)rhLbQrVo+LF^adzA*ZLOmFGgZl?q%(&Ig9>rJ-ZHYkKfu-OCFn;$n5w)Izxu zY-((p~1nyYG|Kb zN(UdFe3_k{I=QfU)227a^KRU|dGiHbUS8gdmdUQZzFQ(z4LkPj+h9@}q!G>`?apwU zN#Ll1!@Qh6FF#d3J)A0DX!u|dFMrLO5b^FD|Sq{%=CiCRF zl%cBAQSOF>sCFHChblv%?A^C7`OXkl#iwu2p5iDP`cmG&x~anyC-WTG+1V|>NJ~qTf*l(d_YCtv%wuxz%U7>{wYNu$UGBF4p!xjy z^BK>fp`qYCXX8uC%GTHx&Fpp`@1;Ur(AL#$6ss(V9ux}qDN5DJR-2hS%%CWI@!R3P zF|T`WZlSo#9p=|=-t4{bosaBy^Fynwz}l41Pb$kgl=^finq5O zICRL5H{kg3<0UB1s_N?M1DX8pCmx;LeeLyYN%Y&BuP+aEkVd?3pCSrib%C=L=>RnJ z>>oUa-uR=q9%1-sxhrGqemz*P5%oxNHsacq!E#8g|jy&0imjRu}vDFfcOyD&_FGe(l;dwKwyQcX?PNcMDXN zl_hF=%rt-bDcjd~ot;9^)Hy9RwHTL_N3Kf?Q<>I34{`6_os@dn&h9WeTF8?p>v?#1 z(C+3Qeo7p46!6)KVx(mp)7@vziB2@}r}3D&I>Wua=dR-Nsl1M*!cK& z)zzwr3qbaE)5E`51NEypYbk&!Dr{nQ6f#uk#KuNO(PArG0GB-`|H|3h3vS-Br8>u2 zw=UhVxO_xG^+T*u*a3?gZWL)6B_*ZrSr%JzF8#P#yg0kgXJLYAe0-c?s?e%&|9UpD zjH6TI!ftv~Lv869r@XyoR&QXvjV7V3Mqr z?w6h}a5_pxKeb2WvGkw9&lk+i`85Y|kKbHUZ@YF1)wycm!>ujAZD;q$I`wX(M4wGK z9q@9jr|NxKnbIyd4NXnI*w|Q|z!Qr{-(tpaadJ`(4i0{+tvy@UQtZP4^b5wO;YisfnO-)xd&F1poK=x$y~a0DLNrR>(^w#%a;f5uuHR+26L4D z{qaiBvW_=<03{8o!1vPvH0Zmr70l*k3fQ;#CmvMO&PsF#R z>gJLWY47d5nUQgTP1-%{Qzw~D`ixWKj%}Fj!2UZ?Zh|>v(?-P5MSC05IW*JsZu$CB znu~o5`|?AJPh}=Cx~qg4YU$|cbUv_@e|*R~(#-%Z?FJfSc9b9p+81A;JCV@B@6=ceitNd_ObRQ*YDwSjz37%Rti&T!ZK0Ob_E^=ingSv17*o`;Ae_ zl$~{RZ4^->*|u+IOwPsBYey}@Jl-KJte&`VV;xh5Y1w9wIAcr~jaGTcpFzz0j?`M1G+McSTdL%WI1Hrw9?AT>QZYV3y>7Ew7W10o)yD;fYFVNjB)B) znV9@{9t$dY`&Q2W=)JVG{W7z?JHgSYxA2@+FgAXsY$$5ed`99=Vhs0l&-%tN^ONV! zos$dY)+=yIJUa5F>R580bGG8KV+o(exTfZYim7>JZSRm8_+j65Oi$-%)SKzHrA2=N zX8|?d2W}J1K&PaXTyFEC0b^AB+1_qcxU@LeTbH=SZ#~P3hbR3&-?(<}qz09FhvH?m zZ~yk~+g;tF@VVM~@!ObLd(N`f~T-!&{F< zZNWw}%02pO6X-)jL+!?URiP^!Rs}mMHYp3;b>P5(!=0Z3>)Dxy1_n~|iqU_gFAudc zi#x<}wW6gNf$@U!eQe6MibxB*dGql3^IZ4#>H39-GvEq-;c{*U27bf^W?cGlP}r&= zrF_~-7o^O4e&m>|t827U*zRwQjivbd5!_n&Q0~IH!Pl;1UqvI*)~sFo4kVa#W~bh7 zR1`E>8ik`r&qK+8?srCtzn(DWlMfHBB6SW5jNRhA8{soR!5}i(YCnO9ViOWNf7%v* z#EC$`*|2Tfw&o(QZG@(0nv@;@TgkGhT}?UQI&4&ztVIv#Cilwh>kg&OsF@*;9<7DU zGTvW*qWUs)07CcHvm9KB;&<)YGtR$%|Eh0xRT&!@xxyRp;E**dAz0el+7yae#RJs= zaaRM8r%d8*Tr=mY1W*)f+#h*RaghbeBP4VdU~=vH_2H;>`(|cl2zv+x39N%gV$oLQ zWto2a)~%2yPoM4rXew)J(qTPldeaGv+5%iBlsBLT9W=u>xC=( z(hs$RA|eqe7O@0uqFNPXc}&?vOrE&6Hw1&w>e{&>dtn31L50nVsybO0RU=Gf-Gb4R z)Nm8I&z?P72F^A*F%bdHg}=}Ri?lMQvNvn~oeEHw=C7fEK5WMZqN|rd|7s=!_-|{rV7QX;oZE*}U?>F(O^B!N!m=Y?zdq2$oNtpNpVVljYhb~Q5EJy{D z&&+fm+15?fF2q@C9`oc-1@-V~#j2iP98YdLJn{D_?Da8R;koh++t;2W2S+)&8r_Q(6%~2&^nKk6CZ<_6_MOqzzBy)I z_5MKVM(`xoTXNeX*H}NmP4Di&ip%qvlPN#=<;-3E=n&>nhta!^k~9gYpT5Ifjp&Cu zLW5V}hkvY_B)Bkv`S=lKB8Ri8jo$zaDZG94KjXZ~Vh?-A>E%^}|NLKY zil(<7sj&pJzn#=a8Og*R88{601K5+*c7Py$wYcWVdeF zJ;0X=Y~P)6+^Va)`+V1#EYk?BH55mT{=;u4`H=D7TSM-@Y#8+$$ZHW3|7PA_GFDLApPowyHuy^$|+3 zOyuo`8gEqhLiJ)(R$npOKVw(zL%l^icH&My%i9ml3bn>BG<>h>4A^#8Jj`y2Is^fx zuPT9sl{E&|#gf_adQH^|2-O)cU(VitjzWmn>`*)Bpn|}Iii(p&fiEv#O9YA}kMZ73 zP^hT&_4T1*DkRzrwZ7?XE0*nVOs7X#%)0brGbbnK=dWKiBrDM>2nQDv6C?N-$M0>< z7s44luRG142;n|?VCS+e#Mkje#A@r`fdMKC&=84gY%oy}+5jxw+X0B0fJq{~cD5wGhg+wvE+7$J)ri zu#!T%e!Y6YOxYZI;DyRAN5{EI>y@ikJu`mq2YciSC^rxeRk)AY+4z%JQd9S>U%&nv zIO3(2g6wy$hisZ@ZEbDIP{67;h~WEMt1fzCj(7aS20`|tcn|O%%0)TaTS$PXc(I~ID&uwHU;of zsg?mzfui`iveGXhfyZydHoy6KPr}IHsg>Sg5eh$_^!IN9&mVBLkjIa2f4t4~{>Kj% z+rkmQm^1<+CLe}|UNv~*&M6>357F4p!Qsf!qpL~Z$jcKWO%qUsuk)CqqA_Hl;jyu6 zxw)d=3lmy|DD?I99Y1m6T4bcbh1$T9lEVOTI{>|L@YN{GjL!Aqb9;GsXh0+h(j^-B zP^}@EzAK0ZEfbQdjU$xnPJ|9 zgoRy$$V&yGCthuDy?*}qZ?7^pclURdm8U~Wk_PW7DTN+z`K$fAtIHTY8LTQiX8)l> zTZu6A=?=@a;-y91T_f4(<`5%dtbgVNyhLMOw@uVWK~Ikj*Jsf89ngub`;7r`&yNFc8T5-Or!fA|oS@D=VvU*O22vd~E-dUi@it;3s1vbp9Q? zcdwTBTmKd_Av!%h{Y4lLFP3D`tt~tayfVvcHin5RcjIP@kl|rF)H2Hd=iC|;5W$$~DmI?e@Xk&2R{ldZhRZB;mrxrEE#7fxS66YPQ0 z3KwVp@RjjXE;i?lIJTH5_8iyf#>I#^cCRmR8Au8*T;U5{GaAk!`4M=NdfHPl`xv#+ zwUkz`DSb*;azX#2%uGS_nFRGi?&BBXn6v}5YZtm^*6?NETb_flVHs!@m_Z)DTV}dU zSnzRh2P!P+h^olt9@l%}Eu*%A&XJ8PVHaq=egpIKkZtRF(2|o+#5Tdr1i^FdiqHyg zf{H7@JB;(tAx-Pi7kPQimj|2WTwD(A-Me=f1G9oMJMm}AQ&jyn(IzRwBO|K1AasGT zvE0xG-@bn@pLn_@=iTm8k0=yEn8npJAo*PdCsBLI8$iAR+@2ySDH&k}StLBv3akaE z@1LEWeLk+a7Fe7Jqsf{7pazR|kkAc`=;-J!wiQW38TbV|3o>AGR{rH7cI6W%>e&PK z^U$ss9UV0?Hoo%Y2^*zLiNTsv_F@s7!evF}dz7h-O`2MKvhJdm;i=7jRY@_9FP)s7 z`BOdSr!zY|++qeGw!w*XxnZK=vX$kZ6?FTKF6}J?lB+m=`m|qmw#ezH5;xL|W|iXt zA3kJ(UJJ;o`Af^fV$Y*P)@$3Nu2-RKCvPteE4#;&c!F1Yom)%~?wREu+vdDyb%Pgn z77H*j-RF}9FvlzA{w72-1YSUVHb!N?*it}_zY223^&2;c38p-N*%1JvuM?thnr1N! z$yF36MhQ9t`}Xd&>ndlAAPxpbJTYZ$Xz{M}-DS`tm?&K|HOV^#?&l_3S8aB*J_!37 z+K4?|c%KVDcP?L9NDgGd-c{jGp9W%tvJQg~{uiQ58v!1dSzwH3>CUp-|UzqY-f|i-{U^5FO?sup@5#>D<53hkGBDnW@6a~q9a%>~MfSCWSm_3h&)j)z_!9v)uXRzoNZS)LU1sAVM)9t~_v zYDzRf%FR1>J|LyA5zZuvHby1tn1X^48n7J%S17#3=H~t&T##bc91CK*;_pw>(b-8w zIrwnBZq6k+n9c{V(mbbHE|b;^ydM%0a)oI8yLRmg$dj4*z2z^61&TDp3vR3nI|y^8 z7cRVo(GBrHt$-ft3`p84cyq&3Q~uYkQ9C&~5uFP)NlQ!?C07pppOkj!D{rf-H9IB3Kx2QpWGfn-Xf5kq^sequcl}ndgEk{K_gHDr z_DtL-h;?tPs_2)de3laG21(O}=$Q%Ud9OhsGx8lPDA%uFFTt%ut&@Yw*3r>nWMe}I zU{MHx0ODAdnk-fa9~=r$$15<%+fn7v-PW#pv%z(%PP&&$M)OpQ>b+?m+5VLAhjY&40=WIFu7MGz5URSEy++K+mDKcBbaG z9=Ujt7ldEEJ0*usL{wC?6w?bZA?U#aW-0e^+N(Q^AO+(Lyy7$YtPE9sa3b=+e!~N~ zZ5<_7s6UsLU5SWb#FuQ^ym^I>&k}3fwttsCbk7$&vT^wU);dc&+ClWY$|sVy&!a6+Rv(B_Y9D zU0u!BwNEFjBu)Qy-DFo+m&Py8EGQvO{Her!-nunDr?Rp#?WiLi1wa5KHnmziA`mz8 zoUy*5xffLlRJQ|0CBDjByO!62`wXIBI$tU()_0Z$YBi89?=ggh45_2vFfsQ6lGdUD3boIu{esJX_U?{bng8X4K@ z7|2QcuGry}hUKG^9tI~3>H-T~5A`?QW)>pzqS|LWm_asLPKeT)S3xVaydY&AeM@0Q z7}GyoMu43x&c1EE?@PWNCWPZ^s7{|bT*wCi_n4iT7rtyQoNThA zoc17&L-{9xwDZ7$jWRMa6khmyq^E#1XP_3x*5JJj7LTDr;4iTCRFEdh)zUQ*#S!qPfq&5zkrxVV1z*N zyxPDRR{$4rZT>XuBR44{GxG|h{Dw6BWm{5ZMh5at&|P5-d4unrasm$X?`WFY2b_5y5~b+*L|hYZ}h7@1jE zo`Grb2`*!t>f1N?Gj0m+MV)|Q^XY}^b3}I3Eq*3c6+iknFN9lwh|7Zq4|d4Nu-7K2 zl;R9BZQEo%o4!<@+snsy1gay^n9a@2L2y>1b53{M7O+D*WNo=E#SY=GaHjh)Nc?*^ zi6NjjaFEW!pS}nW2L&ht!WQK)VhkPbIKoFCmB)uRNJvQZHf8ezqT#}B!vH&96RUJw zNh$FFryv|Z*iGl#ORg}B+3g^$t-pV5v{ZgKB8>t90*W4zlCLe>3>AOU%PvlvkYD}% zIphE;G%4*cFgXPUH^DBfm)N=QA2I~**!S_{ZGLpy13+1KfFyX$j=v3HrrIa~4t*kbNCAlrV7X>wXMY3|41#S6 zf**vdGMa}Z`9Ri31}#U^LKX<+_^DGL;cSqCp*Uk6<>jYk=#_m`&zvL8*UUE)#$HX#fId1R4XVS$>;M!UGVci;x% z*2sH$N+GToah~qK*laX!a6o{X8y&?6F#Lg#c@UQ%pQzWYlc|{*gm7kzYQQLDqG-fd z_!fX{&VSG*b5=I}hr>Lolfr1>)atNf}0$QUSYQ7zu zzu!GeV_U0tow!G#Xr}7Kg%^glsQ@f$oIf)Kj+NX>>FSA&ja^AB;l#u}W?vu0)h)uJ z|A_oPg!-6I<`?*I$c7#2seA6(IK{XIfEFVOd9irs%vCY5;K*AlyW3=A_sSG>K$4 zChA6LG}e7R3pJlKGXm`C*`>}XeV6J(GzP)u!DYD2b_7I4^F zEWo3uPX~1rAY~k#lCmECDj?^7@Y0(8cpfM_oI7{Q$2C`0(xHf^A8^67pd!Br7qxC; z2<7IKl-veGlv1vhRAzb*H6%&8H06Iso+%VG;ddP$Z$q@8dm`UKxlv|@?TL&R zD`Hfx1KEvrGGn-0zBRJT~H~i8{?$MM8C#wG>Qi$ zp;IHjA0Ab)#C;7suY>*#NpREl?XXa30Wl71X)&Sn9fRFO9IRAt2M32?gv&T_6Cf%b zJ$#s?j|lTa>=bA}?;Ula6|1B5i%W}XdihtO3@UHY*6_MF>QP=+rpm_wR3@`D??@m# z3X+WPDC0T!^n?M#=tCu-wEu@p+rNL;&GKfq+*IC5m5~CVN3@xl@Krwr@ScwP9>{m_msV{i>l@ zl%!O&YQ$o6v|LlR><_{VaXE{iu_6IV42mZo39msSD$n`PRuBU}&>0hwO#Yc`o85M2 zx_D_pWyIwZG{e2RIqQ)Y{Df%|Q7NgG5Ob{|d5a`P%6ncrZm{n|b#2n4;v~)JvOoNf zh5}^12%3CCcIjhM3=l>KG&LgPV*E5_FJs9858W_S+5Px;q_a%DppekDxVQ@uf}e9u zK7IU1NX(ThS5PlYL8fmD6iu&y>8;Loami`v@PKsHG8&APhOk|e0p;+s>A_1sb50Fx zP2-V%NO7>Yzrw9#*~Z`sV_NTxJ0oyqx>J`5nh){q$xo2}RZmRs)1{3vwYClwhhc=4_w+kEIo0hx`Fn)A1YJU-A2GxElOvzo(zL1{jPA1{GIipKQ>Rk1Y@NrP zMmiMr@*P&eV2toyP5FjQ3GgA8w6uO^K(7+SeoDFQ7>|fW4Y_gCU{rR*hxN~;_C*M~ zDaZOY;LRRQ6N@7la{Hx4ula?kwt7neA3E5sF=`2e;uqmr0EUI!yXOb(@rpYk5V5I$MGM_KzPwLSKEM?53o&X0WZ89$tbuCsmh! z0X*_;H*VbEYy4c*8Omex`*fsKqQhr5=Q8?`VyC{)rddp9Bs1z3%eWg6A>eCqp$X@> zyJ*^xj5>j=ZDL32Esc;eQ$XKRprnngtV!yZ5dqqJ?&V6dF5pp@XOF&0D_UCgxYV4t zsiC0(peb7UHMT=MM|}Wpu?#c)N9!<+$dn02rh`&~K9=m#)sC^XuPoJhE!FQCpXaoQ?3?4(S zMa-DQqfl(n)#XtU5Y>sTnFLd(U9;vb&WH#QkRy#iKM=Ch%*sbRonTu)M(DDb_^@f9 z&(IR<_k2V^GcdwNHnuycFV8U?h$VwQ7~im6{oGs#8x*jHn1OXjVI!QVaJD}gj=@`i zPdjj;C$c{5>2D?y7>)ig7T&`6KosLGwAWSi^z@#yeF+*t(ih4Z z{x;`tL1Vji`}R7Ll!xAT>Bq}e2%-~eo#af9q78ZIFk0iUj*hG7O3yMfHbO=tv5;Rq zJv30*6z7Pz50e09HNYLs_{7Aozklxlq!GaPK-899hM-n%?r3DC#o(ZL&-U@Ghj5OF zRMH3=+9T_sLx)J#4Iv>AG)~$T#ACr$4w!_4&b z4&>?p*^pSIo}C(^hZGBm{udI?VmNUmfxsW>DFp25g)9 zmI`7BDVm!%Z^i}$gI~_bh2tX>62u}J6C5*S>xM^1-$CK3MsZX8nUy6x{`bcgSOgyd z73?8?68sImd3OFFZ8%4aCm;Yp3P?A>vV035bpW^sc^#AbB#nR^^jT5|0Z&I}dZOgf z57#m6zYcE*VpVwM_rw#5H~Q)SG-Nde@xw~NuaR-Y=@ImaBnhE;P-jRkXMSNJBJCEU zNw9ZG3MobZ^;SrNgaH=KkDfq)NYVao&Xa<%JD}lq?Il!%0RWPH3f*<$8=&=dKfjJZ z(bgA}0`ri+rm^WLZcPfh1#tqjvn?4Rbe$>o_VUEG53)}Omy{&p zgM1NK&nHle8%PM7{Cal-D&-L(3WR%QyfM+qM-n$(UlW2^DduAeG zL^i2Vz7=_SL=1?*592iOS#XB&yc)9@ZVbiu#S30i>h|o}L*lwr6nJ6s2t;i}$QTO5 z%X?-@(g^7>_pxv;8OSJ~QA;q9=HDs3Gdo#7QUitDD$AOlax{qT7NVq@$<~OHH;uYa z^m86OxEbt(k1U`1eqBszEKQ4SO)sjhvRhc|YqjP{9t~T5EdSJfWB?q5aim-d-{T`H z9bbwl!~o>3G99|gEd%%P1aLuINttHx(L`J{AXl{ELy|^vcxY7w3zjBY@R`&c4X??F zdaX$}B6L0~^icyv$?#s7Wer>^=TC1($S=KGWVsi`wmc|FGQm*ZK&PtN_6h}-?C3B- z!On9TV1=Z>SD1q$uS~-Xr570y2A(|gjxPpR`PO1Yck8@;6O=F|KE>G@S`j&>(_)P=?8kdJnPdV<*Sdzf&WP$6(Ud4?}l69T{-96s|`F1NZJ8<@rtdXMfMUfGzm?j#-I zjpWsKM7z|cIq%BRK-R?YFJBPuT5N7CZ|jarvj)Yj4#?%*RE}AP^*9Qv1zd$?s1@vH}z^8}MzHKV7u_jQ7pgyaDhV-zZ0oj_86k_0arRh>7Z?QGGrpFBEJB%og=}(@BYA7gqo-;3NepN+zO|n4Ayp4Fx#~uh|HtpCLgLp9$AmhiYtJbyu`Ey&wYnHd^EB2S5pU49)S7%wACGl;*FnLQ$J|qmP zqvfcH*f+nC+&_2~!(}{Cgm0@$_=*TlA&4IvZ3F0+%(@4FaJjmSAo_m2f@+9EA)(d|ktb4=W+d9YI}z=yMGz zSA=RvCqo-a>N@xDX>zFruSxMCdxXipJx}C_8FOw01!?Mp>@v5p39{A8JoBF{0K!1V zKpGlBh@=MrxGDc6@;|s)l0@%P6;d~-P4zZQdlBI3&+_4ldDPza&s}WthttHo(_|;b zx45|2Zzm_0ng$lxDgVREH+cywGgdHXGUt0_-u9W`QL8sY0Qd~e`w#OZoJO4b#l&Kw z8QjVLkw)|i{1CmN>N-M%(c2yE$GT7LHF(9`{j|dPyiLr%*|dW+VV_PN!ChI-rX{@8 zc)aWq36oRd)%Ex((U+SMz0s}P4LH>gPW;n5a`pHBdwP&nncd>8(6bF=l#8W$#09vw zVXtw0^IEfsufm(<2V3-RHYz|XKRq(K{vQl@IwqbPm=oD3pT8|0ckk6dQ@*S4*WqVt@Q?`P zT!g8%lD}{4{{P^I8}goQqqLW7EzIAsu2ttQx0}iPZ5FMuZl~v)Z`C)_xUf99lCb{L zi%E=6kObA%!*4f8b;+(s`n4n`)$;RlRqBF`b$c4#><`{|oebjt>X0W#VxN~OC`KPv zJT?+XqAZzW&H4*p2A5%xc6VyZwI$x{6OY0CbD8HqdRswMp203$0YJs$s9lbofud#r zR3er@XcKp~OCEv|Yw_dd1(4uy=rLj-jmgf%uLleG0kM-N3?V?!Egd5#Kh3}@>O@@{ zfX#CfP*uL15^V_w-!ucF$?uK1{StdBpiJaex`DHnLH{2GA~FS;BzxhpFEaF1m5d~g z{$)?X6E*$UfLz!Zu_GbU-Et6>cz*D5@s~GKt&c@pU3X&tQF_|kNU+b7sQKSK`SYV+ z#u|MV8h@bXE-nr&;iAXOs=Oy(;Q-N^9N30x1ZI#V%W=8c{#fsQGMU8=P-#lL_Ql;l zh?8l?emCrHKN)HYEZYay2u$^HPozg$C3dk?eg!Q#h;+|-b}2EXgD?i2;DSMGsd^qP zqoeOJH;|iv+=*NFL-VBf@nNSW_Mmx}pH-2L!2SwZB?m-#x@lym<#0C)q^DlDE!Y&z z)~9!;y&i0`^>v=LP<8vlD{?4?+=1H_e^e%Ash#yJlSfv|Z`O zCf8RDuE_Jh#MvUm#iumdpPX)nJ15?GN64}cA{RF%igV<{2_*=g-k4^^ZB}@~h68q< zKLvpzG~patr`!+?zR8Z8HlzP7WQi4f;ngT>}CFbUJac7e$NbdIlGCwFZjJ4FNZR$;){@s%WK=`>5;ntpw=f;)$-ceZfLqFdrsE`Y@S8R)y{k7i=o-utE*<3 z8jD~CQE&1C6wY=mlo)WPaZ7f+Z$8%=%3C?Ci-KL4R zEZP%fjopA`8;8O*42Z`_@q(iBnSD%q4)q`2E*qML)I zKa_B`oX|#YJYFS=6sO-Gwy2y0e563bn)ut4o&2d8%XJ6j9@mNQ;5%dAO@g~ZPwdCG zB|P8+5xH`=o~QSZvAc02f|Qu{RNT=FH1rYdue#noCACmCIZrOmwJjAj ze5aQ10=Ah9grA4GsFRanPV;^Sgm+(Dj)ig9B;C|I}66`(xTxz(4dSq(q~b#a?vVcu`Gb0KalsU)PN`q1Jz&`Sjqp1SBn zdXAQ%kf#^K!&HUdBGN4a=#NrawJ*0h6a>s1bgK^_8y;K;>T<)20jL3_WMHCSfEP)s zJSg--w1$MEEr7aD5VR~Dez)%2OH-vlD;#p>lW39Z_UH{9GEz{xJOShH7`K0x}Z?pZ1bO$))qBsO3IH9>Dj4gKIi(m zn31|shqK=3yVjGteT>w)#G2vHKIEER=wlIZu|drH1fZM9+TPspMWwy zhol=*&V@ab_s4`hWC4D%|IK*Ke79(^cp(QFgLa{fM)lVSqygddLHHpAE2$^1Gw6#V zlYTfr!l3UMnqwGJ_7|{OF#ng|wu2Tmv0!Zbp~Jbff)cS3!K4C&?-IMi7;*!!Sf2Fq@dNZANcS{^0E!K$cLhy znPHQiQYg80$WSb@-k$7eqy0@Vh@?qr6RMI5161TLQ{s6V4mY(cF(I-XdQTL0KA_v! zHIDfm#9)h@YZ>wuHC*V|a%|MUd;uxE`c7MRd#&R)`t)!XmQ$m8!=DC`Y1DIdscu zF-`!3uUk~4LICHu%TRt^+5LKlhcpzD_mk5K_#pEkCV6^78&Myt>sm@RFf|FdEe7PW zOl^aM-9OBywD`AbaW8@tFYHxt4!+OJwrC&wfgDW@qzKlxYN6nz{AH!OOQ)qqK1lTZ z7xX!Zc1)lTfusi5u84NUZ~nyoXkY;X4%nGkSSj>MrVo;?3JPtq><}LBlwLThjFOt) zHsP~47G(}xZBZTbQEq6%ynm{0j#;ChzC}|?U&5od#B&K*mUVoO4_%tAlm7d?XeXmC zpUi|O&Te*hi9|VcfX6}GB^y}VBqsrtw%ZNj(KTKr`Q%jap03G!7;LP&%cZoGfC0B( zH<%pI$25bjzh`iQ-b-B^0!o!`e{*GN_?JJ2*iZk;(7>?UdN>@OcUrUd71I;HpLs&o>QQ9%954xp7K4wr!Cp@H(AXH>pJi zq!F;yG{5orlO+9(6&LyikHvTxrXnMbNuOFhb!E^kqxDJ?A3y&q=c$Hp=Y1#6{dsv! zW%@b0&-~@sOFy!9>1tj|Z1r0YqUp3EYp{Yag(}{ z+o}YNdu8z=pnDxqbURZb^2q*~tDQ0Qc|+CXC1cdT7S-{N+Sux-7aiVPlA zV0I!$`1>q{GJFn>13xBLl3#={6JnLFdycp9PaH%exOdJ|F=Ux7vHOs&KPi0K5)?7O}+wY1na zKhU;ly*R?Lgt%i?8J5N}tot3NavJ!bz%x`Al=PWXAR_mcW@MMl7YBzH_utodIY<5{ zt)bzy*Ti6pBsRd5S?9Lg14hA@?suF1t^$6N=q|DLl!YRqy2g9SNjV% z7J84lwO^qbok;hQh93E4XRwr7rwsh@G?{gOJlf_A(39?=v2+2(db5h!Ji%6df$b7b zpAnOqf9QP~gWxOgTtTA^=EWj>@eH0_6GcV6nr*y(G9n_v4R-Jt9^Vy@{0J!kz1Rs} z@fq^pLzGA}$kXBjS+%1WqM!nP|~S zU_T`l`f8Qb*h!m$zW8R01q=k0O7Wg2q#;59Xpt)x#r2eg*x`EM_>9U$#mvT{u>J;W zuK)>rKst=SZ~|;j0LpTx{{1NrWxU)2d0tLhBDO}x3J*!#?(`JSCV|d0DT!833!b=k z+`{!%ayBk=5sT7!7H$761_OVRalB1`$wcy95busEkzgQf288D&ZZ7E=QFF~btOdKs zFPMB1Tw2*sG>EqU1dX^pDmf|1;q5A>-}7TtRZubrJt~}N(B1HzlUzflqHlIEGRSez zhwG!TJRkea<@$WVgc!qco1qPoW=riti(j_8lzGFB1Jpio#IG2S$dOuZq(7~5cPSN3 zy&3AdLc@M>SwEr#iAR<+9m9P)tEw9EyYp2#;g))?ziyy9F3nW+AV}vWpS{ekD>fMo zbk?0!Ax}Fav`}jNoBTPLl*mP@do5rJl&#@;^38WUp+aoBmpGeC@w`Gu5I!w`b@=_M z_Alm&7ylGDi0xd4aL-TRdWf2VT`N^Y*}y|Te*bJ+bWv7T4&_GVq2iqR(}?2vFU6PI z_Y(vkw0%X&g4jgeS;zjwga%eykXsNR4w1vh@Ft}+&17+X3fR2JXFSq{LZSOA$YJEw zcfzn7n^9ik=_T@!V*o$82gk}E7 zG&x4f3c^FuKGW|xLb(Zcidve9>LJJnm%c4e7a#RCxlOU+K(jmrcc3=cw$0Cm$f&+z zAGVXfuKu4DS(}2}7AJG_2MhiXxB~Zb_Yx$pNN#d})9_3oJeDx#isW*EbP=}cT^-P! z-Dq$EgGK5fkvC90Dlj0S+&oY0j%*b$c!E38<+C)j)Kc$74U>T@ zCv?8@9!xRTMw$(*;fTrzpCP4(Qp&DNJ2f(dub)XSo=w(yTW^4XuZaf z@U$8g5~=H%Kp(*B&0?1%-y)W?CSwx(GkE?FrkZy;291Adn11OlM1eX-t>xqIr)rR~ zLEoAGYcBi6XGUOYSMhw8Ko~a>m?GW#6Q4l3bOTm&!1Kfo+1+3M44r@8Q0L>ec{6tR z-e=8r?>7*|A=DJ^k5VXZlNowVUt6({e9rRXJBfu-iYH?_{J3y`8QyNQEeyf7oLE%< zd@$d!{3@@sXFo~l5Q~Robw*S3-k1HaQ=a`KUnbVQ20w!Mh9H(H7A9%Z&TlXuH+*Bn z+a;ODux?1}A@!SJYvghqi%F#=oKE^OVRCktHe;<4S#WVCYH6AN6IlXr0}-baqG02&m{w1!hu1xZ*guURD={*`CKyAhc9ua zbOlKcegGEK7uS($ColK4GelVD6y)S@yJ^ZV%Z;-nCJTNU2e zho7@&4EYq2XcP?`(p}jvg=@e&q0^J-^s$f*sF=(rreZowwjsmk&VKF7IE4} zel#D#lQAiX9(wYrgh<=M;N^dZ_lilwRZ%9>x4P>>xpiG^%91uDkJfJ~dSn*(c$d=Z ze?|1qTXBUicvhr%VHAZhs;4173YmVs>onNxR&2}31_77a3HIBSg!yBKvqu*qSY`xv z3QbmI&L}@l7q&CU3Dk*_8HL8yzqC-i*tnGR>h!XgaYmM01C-ot1!PT9WaMz;Amt`L zBP*BEzU7}w^*thqMlnl@4PNuma846#Lsm;eqduuc(m+k^d@?6n{C`9C##JpZ-A;s> zj`=@+m1tR;pyN|Ixjpf_+DKwIZp^ogpczUs@BtbxlKx5)J=cEdu48)ykMO{lkBqG3 zLI-Ced_1EIm!I+E1mOeDoFcQZGnXSOeQMer zO0)Mgk-2A?__SCt?m*Ls_C1b_$ zn5UuRKVDj#$VvH59+a}vh47>PQk3UiWoXr5M0dlZ2rpn-`P3-uhR3@l`?<{~lHG1X!r)6R>upd^?hgo#V`&3`rp`l z^SGY-ec$^>$Q6pNgd`+n&Rj%^QZf`pg(gGESc%F|AyJAlQ=zy@Nrem%4U$la2D4I> z%2X0j-OrD;);??9d!N1U``qU|?(@glkG&sjuj`_Izwh_+c@MAG>-~C17kN=eP5e4S zjt}s;ho)5ZUIwJYLBxB{UCr~QZrx(ha0`LmXneU|tbaU9TpfW#1`JPDr)r)-Xs!-L zLKzMTtuC53!31!CK@= zQff${bQJJ5vWwAByqcBAyHXRU9XQyORr;I^^1^P57oXF6jxmLJ#R;#i%(8kKCP{bL z^sWAp@rY$q^VjI%DcX*xWfP-Bks;5i{MP7Heg`5yM37J#PyXXy{!9- z+F~D|!aE9lBO3B!V^)NK6F5La36dpn;Fr%(co+i#-qqi9i2Jqnc_!0f42R(oiaV@fRcnc5IX!f_3L|O1R za9kqK6}gl9W8;gL(ZIsLeR`ejBzNhKkH|@5C);dzx=a8*H|xSaE#+|a7{7*>I`H)* ztvIVIF(b!)e&o{ws$fo`D8T-?Tm7qD)y_uM)O%SK6MN0#v>St^$9>_Wo7uFSb8Tpj zi@i+c>G#^b7cBlEFc_^lI!#|&NuBH2{BCFHhC3^!uUgEH>`rIOADF*n6~SB!l&NQQ zzpCxScGRDwUH|zq{mRDYHe6R`Y*Q9WHw1lJ2yZeua0HCZQ>OX5qzvR|q>>P-rigZc zM{ng|kn-=k)}&X8V#MmN-+gOUX?oc|v;hB|9`3hZNgYX^=LjhDoO2jKc7gvIVD#$0ZaqWjCDe?plAI25FGuXvt~I0;pSyUXK+uuF z(fa)`OKD*oC4TI;R4KWo5M`nQ&?%fGGOMiLXuhlHgUC29HauSqmxY++eTZN0t(u>1 z)XgS}STEj4A+j9IO|TymHhv5(FO$UbA+NnVwz8ICf-{`VqobD1;H;0bOW&bXji~2p+slowb7+kYqdj{^0UB*8KHaZxS8nBSz(dsXCjVUZ@#fEuYJzkzPia0( zIkd<*v#X#ikBwV>4EV=^sPUe%3c4UU^4oFo(QEpr#ti&l-TEap{>YxQH3U%Vvgb>_ z(f|=n3Awa>Yt5uBP#WdYK%C%citC{D{`CG)NW5M+XZ0#vtM|KDJqE3D`u}-z7l+~~ zf6B^`f+ycZCHJs%sL%g=Rl;w2-^uFpyKO_=S5668TDa5vX_CW&n;X)LW8&p%MrlaR z>G8w_XBmlZ%AdAV(mMWT_n(K~9M*gO<|9Aby(&%>g|Kc$;_nLT|0pT`YxRi0us=tw zsy-C=G|6rO#6;uScb_Qut`FY0?D5W7CzAboJ>PiR-Z(QVTx9u9h*73za|w_9&^d7; zEN8=CFok~FpW;HU)NaUrPF^wVZ*>0Xrdjp%`(tO%J{&XLZ}Tlm8|7O~-#4dZ6+fmP znHnydW_>}1U<>=tB~iJ@e_Rqp&&f@Vk%pTQVOt0z$XTHElP#~VEA5-}5*dQQUX?JW z{GtFo;0V^BJ5GH4jJ!LUuwu;Jctm0F!o4g|;9habi22?veBC&oqGrTtfxl?j>4jCt zlUV`0X&F~PLT4(P%^x{yx4JsogsK_+4cEMp);wgj>9dDA;-YUJAc$7fvlXHsp<)>2 zQCqHz=0T`0YALRIt$T&|d6eVBlOm&xf3a>VG4TLk*INY8x#SAV$PI7r2{EfKwR|vQ zRUMJ%kdla~XZ5?H5fzZAXp9)rzVN#Kzn~^I-?I_DQ_1HidhQ2kn2iOW`H=)GNDiY> zOxL1in?%Z)WV>rD8VezFpd84dCE2egzB`Hm(eP^nkQOE(`rag9HW6QzE$h8@!9)>9 zsQa{m8njw|)y1v^aS5Y|uaNWlK9vk&Q_=WeQW3wt>Hs=RQv24nDKZ_$hY&zE|UAvo4B^4}6E`9u6hwVUIfH{abnY&9dN>qBuVm8r-u?U4+M}y=1@KE)fw=#?w5hrPKtxMbH?INP9?81Xl+EhT5o*scUU{qSc_6jI;%dQM zO+9wKVeR51X{$2bExjwlPnc-vRW2E?U+jCFtN9_Jm{!6&`CqgPN)_YlqOugzBhUS=P@Mj`LTUW= zw+f|7@IC)PS@b6i$2oJ+}TYRmy+AGKn@u*i+lh>r1z!kJmOf;p~2z zy2fwIZ-q!ke_o=fpHbFNWUMPrB{n+xE}f2G@dO5G6as&!gLkGU?S%P~kJ7z2?*s0; z;kk;4;8By9<&xe1F!kyHqY!%kw@ld!I5=e3!pmmG9Hh~-KRNsQPMz%b31}kc!m|4@ zSzDW`Z5-&3PBez|)FpoRdss}j{2wS$&i*efQ5pa-XC5Cn3>T<-0F+JQZZQ#HBiJee z&X4G(<>IrSP$QoH|6HTcst6I6%i~$&-vU44+PujHfV!MuD*C9PuX&CbxRBGVOSW3ng)F&%T&L)k*cGGs5a(>XQ0k6N;j#o++0qCU9Q$10g{m<2kimI$+PVw~KTMx|YIj+~Y z8*&>rA5nXnysSFv*a@|Xmp>V19`c_vwi~}#U9pwo^qjnw4;3D70~g3%YyP*oV8mPF zqm3^LX66)BRS#Sc7CPK~vFv+mXcMiiKfnC&+#4Sy+Nfepeu#;B>!Cr%$|m+caVRQD zySz~_mTG@zENO7xcDW{$0uR@T#~(2qDbV+Bi`Sc?%Rc}VRHU^Q`d$!P*nk`qkcU9j1s{k@ zvI9(@*4qQ~Vpif%bCfJvE_e<|_Y(q86o5(Hot|r#HvjrD_M^~dR@{Oi45uTCBCY<2 z@@kA)#192<%NC+St1a5!OSTUhG9X*7V)!x7MewCy0*-DUnE4GS-oHKS5Pnwn z`0NSqPYYexoJsX&xjHSs)UwHmwL%erc-1QmVaY%vA@=9x+47cRySq9F!>PLo47 z{#_Z0G;6U z6m@SojVQLjVhP9OM|!uL>kONO(iK8xi%{8!o)c#kQF#h|;^wdU)7`#x;%ACd=RcE* z{>&aL8+D@RnyaS_a{eQ2=+mDgmj6;6(tPdRbNO2va*JK6u0<7TiDx6b6#QLiI|CEB zQe#cV7YGQ$k$;F}%PH{Flf=lzMu)K9^^}m%IOnC*$z3_2CiDVp7^D!gAL)(>xye=M zLLXHhm=I49omz?;@_&Ze47mE=Fq`Ksq9Wo82=tV~qh((G#o})0hX8>~PrC6DB_{;z z#bxgYA0OkkyZ~+Y5jB?Y#JjFR3Ccbl>*^0)%-`EX-iXq)zmd=oF|Fi)ThZ964If_| zWzxIIf=XHC>E+c6(G=VC+Mr`3XeL3C!y`(c6UD!#ytqvmn&#o=BJi`SL}aw$&I>K& z?t$S))I9KasYAW#!08+NZtLeXX%9HK*evWsPh_cV8hUtiXG@r3S2@LW%E zbecW!!zFE?&-cs_x{03^_*vZutEL0k+g2P}xF#FRnv1+D#xo~Ue;M)uRu+8YR0!%6 zxOWtx?>A&hA2_Mu#k|-PE#F=@FBHO%TP;6tH8(I;Z*6%DW8sxSurnOOJzSWv@WuiTXJyN52_TO+@F zS6mnSVK#{dACeT!&5Rv~tsWM4#=mH;{;;H?xyEDFttKXQ)z5F=S8vxa)j#_F+~BHn zOQ&{XzXkTy#m!+2)owPWXt9@v9~DLQp?<-JYVy0MsRkQbJDrv?=0E@bU&Vja&h6LB z;&1=#JCy+?!Ls0v`3HRS!U2(+ntHZEr;fc^j%{Bu->#^Az%@bBY|_$;?HZ1ZU2@GaEi-6!|1 z`&`s@@0F^|Rcvdh^m#rUxl& z$ukx#HXia00)%xr&GVC+TP9M4^-pI&*pATk9ZxVZ+D>~e4Y;O92R?Gu6OHa2+jSwW zUBe+Q4M1-sbe32@f_7>emRRVEzO8R--qE2Ue9QmPcN0UL6T)N(wq1*{X?n;CN#)6# zyEA((x1|VgZD^xz#Y}BJ6w5Lp?-+WOl3@BQyf1{+Ne66-yL~{pFcRlMuk^A&VSy&-WyBRUKV*ra1_K^wTIRr z$w|0DiOl8ZNi|O)bGlx$jx^|myVo0B!zJE?=c)07AW`3O0`sKo99ESqd zEwnuR%A*UN;1**T>huIJEyYbY|Mi|`KjxZ-kHiZO%dJ5!i&NNP71+}Fl>Kdy)xNAa z9p^cnM?B;3@TR+(xB}uh{xkmZ@PE0)wU-{IRJOVCaVZY64<4MmTQA>##;%`osuL&v zObj<~nXJC5bffkfPnE6}8IQul!a7N=dXz3tZ0LRX>-G1$v=r+qy))1B9oF;d?x(`` zmQ2$eyZ+ZgmT&GZzrA#6_`PX!vrl{V%Jb?cT~Z(H`)|iHEB5?|R+aXvfoo3P``ao zlkTl>?Ish>gZo9z=^WBj?IyZaO~YmSOA8{EM_E}>hF9@~;}7Cz5Tdp} zB!r)YxTjjx&g*-rH2<8rj&8?4Qh~{P|H?k`@Ba6-Yg62!YqdU0R%OQqF7m10!!aAQ zAvP@eLtbHF{jII@Up|VmzNN!6WA%kC{odX^kMZon)BW!KNepL?xL+PT?18}M2CQh}oQkrpS=%DjrSD?fs$*E9!@p(d_mH*Sf`r^f+P~s6>T9BzHvZOsYLYPIHl={5S zcN`Nv_lykc-1%yYsWyH0?v=w#Dqz+Xyjdtpn{7}1Q%aatd*JNCD<1=9Z!7PiD(CEV zN7x@@c!TH8sjG*u_d(eiK{UYIN6I8&?GKta?vO#=05vtSX6?;0jz+?U4_3labHIQB z5(xo#3>Hpk_{F-h_Sfw*W!Oq17NNbd0-Ck6x8DZF>%US>gcNKadXD|hM|~sg%bnls zxT=V$1UW$|bI`vY=b@&CwfY0!xJ7~IAr+Pqe#xw(EMbycc)BEF;VVq+BoAX3j9_Q5 zGR{-Nsb7+6t8tRKJaLG{zQ46=_ww7{Fe;_Fp{6_UY~U;WRfC|nBkVK%zq7&Dxv9~O z^0ikdr7@|%qkA5Ww!hsT8dW&^=wlMa@_}7^=Qpqu6xclwzYM-mxL1v7 zJjU!5g|8=e(t=WcNaLsKjA2+Q67%1t&>GzzCfH4-QJ2C3Xp6sm$ghQldaKiw0vDOA z(CB`WqjzZG-_vLI{p_acXZRx78T+UU%Ey*_<##9ir|&*|{CI~z1F5jtDs=;YzpnDk zB^uo&-REdFk9f9HPVb(cYOuDfOZLubwINgF+ijoHeS#d;2yLnS(|H?WC-m=>)bMFK zn~xRrJ<99iTgMDl85n91na0BxelCbGOXyl8pRMkenlh+W3Z*e(LJv^~>G-DEdWT9M z(jKl9XrLL7ee^n}@6`Qkt%^>iPi&)NK#&x#OGJXC#KkQ=JGPUmt*f(HKT7TI1(WqC z1^tnuT(Hl~oRqXgc-rFstT%P4@Ih7g-v;RLCle#L;a6JSP+2HrZYdE9#K1ZO@Yj)O zjM`Js<2vt5d?#!xRbNz3K7N=JA^dJg_3ZMSZf*T4VD_Uwzi8%K8GVV~dH%rbfPOkU zy**P@JX4yJly^)XW+-EsGP~Y9GXKW6Ee{@ZUUlP(Zyl1VlP;|I8UOl*$DcaC(!2bj z^bak-XDNncW*r!8E<m zV6w|cw{@2%&yhK?DXP%v%rEOcR&k2N!3klr&#Sn%_m60Anew2%-g!Y_wD7}$TEcTN zcl6A{*tCrKGh-Jv7W(`kd0-~hsJ*}8fl0M17b&Q>P7pXk8F1A@$1xGZ#Y!1kdtuAV z|7hU+AiTlu-n%EB+a0;UPt%u5O&EcXM3nw{Dry?`mVQz_3h;&H(jN3zu+4ZCPGfC z%TO2G9=kowo06ssT)~^|C)>7dv&Bwc96+M1SO&*y)?)xD*-h+%B=YU5h>MH+LSg40 zzi8a5C!f!ZZ{xpz`#q*7@(F=o`fjJU?lWmpFZ?YeAKjXrRPX@~qBtwTr707!Id=aC z7u@Uq$SLVN%%!l5A{qv)kClp%&iNYKQ13Yj_b{;&Ks;BGc5sS3u~LQmD>4F$ZTepa-qZTN%#orPi2wgnkhw=mm`A75_J^J@66yb~o z26)N~Hz`E3VmRmT)rqrs5m| z&$fq|@%HnRo^e3ERoLv`%QZPcV!aNIzpdCrEzYFR_Gem7NmdxAq(692bLP{pfc=x? zqwtl+2y9oyqQ#4ydG#1jzP)z3VcB%k1NJ(TO)PSe45g8-ak}#pw&@(XT^R zf7h8)P$+4*ACnM#_LZ@rp?8Eji+ftH`?S4_@T8$+DP>zKZygg?DO8Y|1eF#CWed5O z_|%jM6XEWJr5sHqD3>rO6uVWqm8m?Mqfv>UbtBe!blZ@8wz#aU3|sy|1N^vLBi*XZ z_Ry9=VCoZS?8wE1PGY4H`<2J6dh$>`sQ8ciJ@M(!fB3XM`pV`b#WW3=4>jK4`RCNr z*+{#DvFayRo%?Zpg*n^bT;RSQw7iB`p{wxUL|EP}ceVKd#uNM~ktjUcvF!OY&UVlM zN3eSbJKV-8Yb6oB%0%@pQBFT8Iyw+NZu1pwJf(}am!E9@fX*aHWs<+JGN#1B2^@dO z*}-YoBh?CM(OCZ3_A1usY$3Zfq{jz zE0!(Gr2Y)3##C|Hs#WLq?QT4*Mz))U>G_&xmv*b+k-qi<5k}A2H{<3xn#4!1UWMZ# zqUGx1vgiC>rLq1v42~H)_6+M_h)H(|`TNy8Dsp>alpDgo`o&m;QHW>CO~YTFDd9Z0 zK0nIq_2P@W^>irxspf$npscdyK2Fy=(#?@WhX$l$+z9_-A)#}x&&lWma z#?Bws43Mq*f{C~H@7~?v7Z^;RK6=og-CVJj!HY-qq|tbA|Nf@vaPEBxF!<4Z`%+lEFY#z&fU;A~A&4;f~{i6-uDc_NY}u=u}tmIPTD=jAs_5+GnDoT!ABA z0A^5D|K623Mu{c6E)=j}pFp_G;Y>p5rVNdpJ^(N*$% z{T~K9g`xHs^Wnn>{l#0KezmuwAZbq8x>q-yvs;lA_)u6j!xL5 z1*S)n?;2iP-rVfbOur?!d7!23Osv_z{7=0EMG%*E#!GnEY9> zVR#=_x4b%*$A^wtfeGoKMswGTR%jVyR^~}Zrm1n1B%BY__p}~R5Hw=aq%aJA4h)d3?vgI#W@;JzTf`%dU^s_X1$LCZAx+G3yjtx0y zb8B*SVQj-ArO$lgw-9bk18n_^T<_V`uaoiiv{c^C7a*;OxUIl&K zH#IeBVP1+O;n9PG%_9sVOYx(a8FGWdy{mpHC+Ni1oh`-~XR!bDq2FcK?P(_GtcQNI znlZ!w`<20BBXr}BAM`{wJIct|L*aZUrp+}~*icc4osz8Bvj?Kw?^z3Lq4 zzLh&w@P56X+^vpHd#onYU5VLt))h>7q`5j~d+n5_i%Qce;@Rwx4p-^S=%PV#s2aZ`+HYw(>2=!1jzwTN0-<(w6<8(!#h=rFGc_-!s8f5T0 zLe%I~em!hU*UOg`0dvOWRysP^f77I($eRH5kX zJU{aoGhvpR4M=x^T+bCGWvg0hT&pIob7-PYlooe~g7}rUpL@nzccnX2%Vs()freCW zjGBtWp#}XXO?r8^#}vhLf6Z0!{p+v4zJB>)M|Rf4)fqTxmj-cjRq^>=!-fqzt1d%@ zb&vX7W=YD`jj?x@vL`Tm;P@TZ?X<*IVUhG(-Y<_~Sj--oi7ShTA3J{hB4wFchvlA#Sf^1lRn<4DuE@T3&z^Zf$F*zc)Mmf^ z!ra*?P0b^y08V3XOcOCo`8+R>>)Yu=P0e>+N*yRMA?O{{U39*qxDTZXGP1JE4Gr6a zTpGS|Rl+;#2OS#&C0ph&Ysp)xcAdVvQ0mj8tSgd3vC@)Lt;(>@a3x3@$^N zmyh%50}Gw^eb|uTM|?UH7S_vc0w%J(1alnOinRvCpsM_Lk&sTgK7RCwXlcyz>T($j z{L;mXOTb07*prfbLgxg2%n$C}YaHSF>yyb_f`2DryU@MBx4OFQQXI)|9T*<3{}j#B z@v$rKkotRStwRrJ3|31Y>Pn)UX>7cN9hsbUu7{>wdYh28v7^kSe}NXlv>N2+wybVe zIrI^M%{sp4n`a<_GbmOE`|I%ynyH!$zECT2e)$VU(J$bq_2TB=ztz%we5p@I;&2u( z@iWMhUOW0A)d%-WHk;IaBQZTjCF&z}N%~aLUMl2^C_2ZCA1_$^6)RWXA8a1eJx*`W zo;`%C^&2-j%$&LBYWT5Z_b6BrIY??9=64zIRItlG0w=|NbW9~Y=WB?EqTcMvyMMoo z7WVe-m;1l<-fNY3I4mp&LC(Vm5B5+t^E>Qgw-s z%mdn|R`%wNql3f10V~4~clsPXZWCO+s4qzuZ~0?JA*hb*=!|w)(}0#z;~Oa+NMpF0 z7anUKyIi3d$+f6Dp!@?i0{?s>0Fa;5EHx}oa)cqTz4~vTo>a%Shc!1%*%O6uQQmomH(`!wcut3=9n! zv3>H5-sY33OaH>i998J-+U$XDo!Uu>(eC=r)GD<)IaDter}WxdSy+fN598C# zr~xV~Dh4j^8SwnVw?5QESC{7~UFPQyF8`uN7sr*%ZLS^<`S%&HYsqf;{xD=Zk8CyC zXIPqlCknlVD$`;m9s6*NhfY-)X}`l%^B|#>Dk_0Tu6ANkk6S}s*xE4AQllrvpR>be zXVGFC-aZ~4o{MDpQEqM!=U&xFMcaKJuFyB!zeKc;%H0fi8Nk&XYc=xg+CjONUrt9~ zpeIv)`SRuaii#|7HfOFN&aT=?R>N3X?*XU~QckbIy}!MoqxlB#K2Z*Ehm90FK43|q z5h1a3={2u}7}=qpHmXhbXEgUA{Ru?G8^RM^k_!vM7M@%4oRXNI2%xjVteu*el})~O z?F(&{S~k-+6i3rF7Zn_(znX6v_1GDl-@wJwQY_+0NlD2Z9P;MT#` zUD~CD1Y7>p(|8*leh`-wANbIvQ!LLKtfe{+4Ck^$ir7F~0?oHk&d%+BXt23IEfv&L zy3tQ<)A|hDq(uRn_@Qj;V!*|FOv8WXrK_&3YAPr&LlLr_LRAzAocJ69+Puj8&kWni zJ5vOP`$yp5`^{hl6@OkiXwM!s%Y<2!h&SyZ*`J)V z98DKSxyUHib%XsI_f7>>qavG40u^ta-h?t$R4W1HNuQlQ`*n&gG(SokJo@lZOZ(Ht zb3!%KyuBsIjvh?}y;ubBEIgR4lh+&V$fgXyBV@Y1X=O=?E;|Pf4OtLGx9(Xo(Omju za(#=DM~`xdhIZE1Hw4mi*0AzttWqa@kbht%{29DQ8x{yQVn*0(hw@)=vV-||fve0} zj5cn?qa8RxQfX|7*`Vv3`!l^|!NA8HGc9l(OqP5|ahsW5y}e^PK6^L=+k1L=I0OIj zc)De6h`xL+&9;QpLkOiB9P(zt{Rkq^*V@`qR)tCwYBF61v$w*uX7cy(`{NtpFNjaV zCg}`PLi?VpfY!th$1&ghkhm5yeM&Nx z&^+Y}OaZHPsJcioBO2I9?OQXW-E>Bc3gMX9BS|z;iW}tNLfgIu_ z`)4VC?$GFlfry;~Pg=cd)t<`>8-Mt<@AT;0Sv+)7 zHendu^Nimy)jy_^r5m&6N1OQYYP)QIObhw=@#A^j-RSlWdNtGLLBY+Y%(Usa&g|_K zw1x@O)H!DLb@Cp+#_35oIvV?&MKzl&7sAMxiYDNN%XRj7pyKU{e!i;-{}K`Z;UUQf91%~MOQxuukh@`?B<9uMCO=)rBfz-U_!!} ztA%yBn0g`5j0t(n#mwAr8a=>r2Zz!0xRmFo*mZ2tA93G&Zi+J!kn|(--#$TUcxcc( zgLA)Fw6wD&}q{vPqNuTwT1rlpQV zJHd8&$_Qh2ahQI(+d9jix{$x-xV~K;ZLug|nJahRY0lFT5%JWV4%JC$4HWVTAg`CR zdt`+5jk`ED&WkN{p@=eA;iaPR>RnlR`E9c3!Sa+18`wSs{vS$1Fw`_+M|a1VJ7Yca ze(3OH6WsuOKGZd9EcLM- zzTkXl_i3^3CvN_(LD|S+(K)a(`v3rVlV!Z)VQ)m|mt+<9F~9#?$05U>gwt|pibJgZ9B40pAsMES67|4 z6X*8?1-&DE17uIHTA!@ibi+!Kib=Rf`Cj~Kv?}QEELraCX5^;y6@06;>qktSc>K(a zgZAX^On-U8Bsc#c`9XWrx1oUiQ`r(Dem7MpJ)oC;*5|S(YZ@ljfcvb#);*{aoX?h- z8-ASd%|N77hdaq~nmhLYIj&y4c3BIoCDdX#$gs6|*QT4e!3(plaUE_FNynz3^Fpme%%R~Q_I z7za?L&7zEqbaiZDN6cVWRb&)q*HfLqm4s4{izt2p6Deh`sC!kxpgXs3n?ya{ee=_@ zcYK0XtUeU#>RRiRyE!?_h^)f&Q-m>8uVYAxf5%m0Ft_^$hh%Y= zdM>tMl?oR#(>6I_%5w%Nfhr%Rr*C5?HaRZ9V*X6UP>0V9z>Q?#lKN#nNMc)~{s4jW z5ESRCKiqddhc^LNyDe|s)y+6KxsB!GsxVkm3xoRm>e3)d^mLSEk?z^8vyOsPTHMq@ zv%uHMfByV9H?kB?T#KcQBI!_UWS+mRzGuSdAL{JH&7t4hopGVVi9c%@40=S=t8CoP zT~!{nwEe7EvySfH->>6=U%xi9*={byBK6Fe?j5yRaFCOeqXqd&hMOB-9FW#Pi!fE+ zbjQd$h*i?UlvrGgTO=$(Xq^kQc4Zo;SxQZam+8jLzQKjdm3myNYE_M3wy7&um8!Cb{C! zP)1&Z4HqtS{t=(yW;<_hfPCD`N7SD`D(1s{w+n2OyU0ub#Z2h5EoRSOpvRcKa%Ht& z?mcmmU|;PsGwM`_51*}>6TY-(+=T94bEW4%kPAt5WFz-zp|eUMA^ECT%T{&^ymU+| z0C%Knz-V)7h=Id)Rt24)KkkpJW&so{@_El=3jU-zxDUZI!<~o2|NBTmb92Y|TFECiHBO%@J zg6;qgM+E!jf~OY270x+!1*^u}NlOPDTv}Dn)@>5S%DYb+GrCV7Z)}n~d&YkL_UY%_CSc@;j~>lkW!`^KkgEEE^U9cK%(K4c z;>&UBywJTv?^{rp_c=6=Gcu;08z2B@npI&uAGtBO?YMy1QKO$lgdI3AjdV#~oANcW z<=ggAz&U@$2C7_%H_LPSIsWoA62|+|QoHpZ6DIsXVc$J`f}1~zgg>`DpaL;e)Kn*M z==VNx;>3t&^~8W#EO%3xxM7c)*3!G3BjYYqU57Z(C0B{IZ0VO|_K0o+^0D8n*306K zqsot?dT5%2C`Tez4zqG?n!Y}5P6vydo3(^)uXAS!gf|L8Dap*4GuJ`QVe;LH)o59u zM`9U`(8tiV;+wOz{mGJfF+jAbf*eK;2rvGEWq>Ron#L({hJRr#S}O@^5kVc3Qu{GX zb+=+0zy{=RX2q>mec1U)(p8m35W?ZI1r(2-7bUxS%NC(=L*d_@;E};>>pBXY1+!(L zmk}ATR#qa!5nr-5NyGwS$Wl}#5{cNRN$I&4y@4(FgAGWdkT;pqR){4VAVui7P|p78 zF~79MOVOgKAkI3TM>|o2CPxSyph6Vv*1k;k1pu-~3vA%*I7W$(7YR%HrbTX>+9j)D z^h9EL9Pu{bvr=F?c8#iICI#$D*-8NJw5%*?1e)w1 z`m^4A*mOz4<;y$MY;}R|OKD=Oo^Y2E;OYeJteZA4dEVT)Do4&E*b;?IG)}`fJ_QvN z6ik12Mw5@fe!|NoUVlB$$dIB-rjLt=zAh+Z?wZ&JE_y9NF(-J`Ef>;AfVplivuDoS z5fv4sJ}|{vP7;mBEnkVn*nK75U>4ewCUxo2V^HmxdoaB!32n?-vA;&lBZvg&;L>IM3-g?gq6UyRv|1})aRakjZ4 zLV_tgMs_^OO2igHSrzSFVwW-6!)W+YOmkZVPTw=(5?!?C3i?x6*eB_Ja0^Ib z=bk+S5Q<2289x-7AHGh&jp+BYXU*!mdK^j>^i2avpxgQ9Kw8bI1az?_TZr&z|GJNL zQn-_yu98G94-}@Tgd3eQxiIQF!IlU z<8MGj(Mj_1rg9^EZxmjlFi%C$J#bDqiqQ$@XyX2w*#l|V8xReNHw*=Oq89*h(KAPn z8U@(m&#_s8E2PD(t&_yw+01S>w&3C782<=lxsMPY5Wjl7ji-h&*b)Muf~?DS*|N4e zIyzl)3k$ol+Uo9u2RkU3uYx12_}6>2*-lxE?{0e+26Wrvi=r1qwt?~E=p*n=_7lM zU;Aq4w=mz=tJkcNMg4<};7+K%jhNqtN}0tLU?DG+$kenssXLxr_s0*LtLs|P7vAQ1C6d1QDq=WX*Vgvr zzS4}ZiGxQFg~V`$0LCe)SC$^kS7IUKXO(+I<18bsDqXj#+ZZDj*J|Wo2cfty3ll-5{`?L@aTJ zbllAxzY@MvdN_Ifed}ilU>UlVF3Y~h+?`U`l}1b5JVpWg?0sQjs}IQ0<}e)5Z_*^O z9ZyeM4Act6q0oQesHH@)FLv>XsR~+6ZL{3LF|TkJ?umuPUKXB6LFgGQS`^xT$;y=h zxcd|8EH5QdajN^bCO05xv%Z^7P?CHGq-yP5S;uMVB#HQB`lX>k2vH*gd>1>V>RZw@&Pj67&dSpH8s?;JZEX$Q+->zo&d8IbmEFXXf|fW1XxCmwCY?gb6!uvxViS^N z7ncj_J;zQ?iW90IJVoTUtVQJ@1Y#_5>1H%tPj6dv0A1e`P+{?YK~3#Jo{vDu3wasg z!BjD1li>D>DD zmWEzrDe-f#&6O1^T!qevE(EmyeAi_QUidouoaq zgC~otyL9d9%b8v3;E?fK6P&?ICLP}&u`FiW>Jyt0Yy+{ zpRNS)X@4ZaK5d7r3=R*Mg@Y-5h=6Sy*Pq2%(_Z!7;hD#Ll@L#x$>>DB(~o+b_WXHI zQr35T>wQO_%6AlbRN_r(wXYb59Cp?FAmX_Jkoz5iO=v8I=pM2ZMt*+c3Jg{x+9@vx|36k#)Cqic?<>s z7VJT3-a(A*Fy%(i{BV+Q^==+ENovPOQ|ZCzOr%USDj`PGxrV2TtMktbO?ck zc&3h!-%KFy0?oH)Ahmt__NfS}gwB{xaFUacG*t1^=6#PNIB6qUZJx#l6r1VcId`Ys z&q%m@F4MA`>ZNC8wwx{sn?9Y(W`wuQ_;+9l%PP)m72*43>|$q!fD zym|AXQxcTNAZ%jV1R87yhhf)J52pAkc~V_|(CBwwd*e$xN&6S| zjtK|~5``nMWUCjCElENm7Lv2Yg1?iLzX*3S=vO7F(cxe_eMgL#)A6o((-jZ_RF!=x zmpJ)ZjQiR0Y`KpT^@k}qY$8IE5_=%U=msj~BTR%)@Ap1-BAxP}A5u})FLeDK_+u zX9Cg(LT3r|R(z;(!Di`p?INg!#AwO1uz6u7oOY&J{5V=QH8mQ{`H4bWjASxaG?KgS z?(W`)g_kpxwR77Dhp-a1WMi(kgfo0MJ6lv6TrOXTngyDP`~{_WOOq8ieBm+k% zdvBW%lkaG9ev#Hbg`gA)39%bnyiw?h+uf&;LI>_awc)*~-izIj(dMy=97FHa)Kt|! zSIaG-DHU%P^^QL>l?Wc?8_Oi?u9y3NEWU`(XHT&w5+n7K@EY7pu@={N&5)pU*`fNT z)3yXKj>KgYeb}j6NbTtva3<;?+5^tKXrBmnzQYzjxjBeLdEw&4%pGT*%|ZCwmzf?E zvVe}6oE|YCBnGc^r!+aj>muOt;lMeDfxq>3)+M zuio&>z)erDZ(NHfVXy!rNIFQ>ZVzIArhYq zjK575wg{KblprXwW4M-n^L|1?f~ue6tr;#RI>Q#Z4~p|tce1tZbL;2Fi3FDeWZ0U* z*u(j+TRb&d0A)&pUMg7qA01aJadzZH4;*SR*9-2%Scv$IOCZ%`YrGDDwU- zRI?}d@Bfp|YtYT`OSIAO{kz^~$}M~sTl9suhYTvzX7d-{{3ZfhqS@KG!liXi*n~{h zAMd79TEc>h_TD^qq0=>pJVlhN4|`wvc}a!k2`U)3N|@J{b^s$QWJ=Rbb|!XAd6CbbgnHWpEl4LoJp18$eI~ zlxFvXL!X3mDtgX8JJ(kT0tA8%)~EAD-ZRBI59!q8FWnM^5(*a#Rh!O37B$2#zJ7=2 z-edI&v&R)xRWs>H5&YZOU| zZI>`Yr22yT|7qO9@uZ6`5}>Xh0)t0N3)vzxok%Erf6WQkHlh|28U%wCvu4b&*VXmb z)O=;Du`AyFtj+UzrdKLodFlS(wjog6Q?;2g5um>EWv={FI#_)4HMEq#)=FTS9O9u?Y!`6hbsrU;GrNi=ulLb*xOf@m1QtN*=_fA zkbdxW#XKNC{Z*DO9B9H~4+RAwwL{>Tsy++gr-FMb2o29oo9Ymwc$}>9FJpOS*y8G=$Y=lw>HzH3A1M~Zhqmq`aT=q9GSmgbl3ysZ zZx=mSU?l5X9o*PVY#Oblbrd~?&=!ztp5Qj`Y_Qz!=-G9lL@cE!SiSzPhjX-t zsg77P&$_o?b3+$uI^-&&_>FY!j4&_<+0ky-f#zX9`2~;i^G%YKq%QRUJLBf$K%tDG>)>cRS|2G&@2de z7XjC*{eqovDx48IalXZL21P=Y0`C}(t17OMX&8i-U+B)cH>)o78Z&O(Azqm>;-iGL zf;w|bng;|84ZbSuA+Y>trVSjw=C@6%$w*I+E_4!%Xk@L2f&lG7M%4d2h#nN+DWJCR zr`4IUh`D&>R^MsD``-M%5fQN1DMjP`CU!pJ$_hek@8|=c4rfsAsQm0x+ijR1uq9_~=gytA6zxK_ zp4n$e|Ng$PCU&F`$7Rd(c{JZXy}tD%UWRE$AJ{KI@8F=j&9om0(YF_ zLvN+PzYGVyAOJ_kH=Sh+q$RQ8rJd>G>c*9M8XZ@wPhC5D{WSmf+f<{y)h$d-+KlzS zvu)Cbz+oGf1UL@O?%VzPoi#ye@{#R21W(g9>)f^TwBTJQ)jO_!^}4rf@x4{LnXVrv zHH6pIZ3@?}xLb2HrRd7DD>rLzPVCdUz57f(YzcOn4PJI+2?PSp8}&Yp- zimfYF3}Uxa$FpYs#5xi5x+95D?bpxF(Xl-u1u-tjUnMrgf`1@#{OC&1>a9R{vJR`2eY=b1<^|4Ap8>qs<0?d6(0ZvU+C^1q5gO z48O?8eoXf=i6(u@q&+a1${(pZgJ+zPr^({erE^$bz8Q@JNCw+wnDLgQF5HYWNKNe@ z(MQI?llGP0t%2-`3MdkAr|@tTqM0;g(smcnXtuv|=MLiqO7UKxX>?{t0yXY#1CQsEkk|o_z8uH51TDZHD$5bTx~A#sj3n{E+?9+ z+s;=nEu#n7Q30q$j!%u~4#2{m3P3yR3uRcEvoeNd>D9&8cT_b1HdA3cTQS~j(mqP{dVKB9YpyMlO|;kp@fmsP(k1ic zh%KV0DtFN$BueXc-Td(J<0aqwf4$MfVHQ*J5ZNQ&4dxWnP}RMA0((EDeHuiEXrH8u{g)0~^qj1d(hD~dN;nh{kpO&S^&MhUMZUI#Ke za74S@LAr0-pVZvqEh862+W+Ks1F=XdU`U>=S<()6NU`ZXO;rHtYhQyQ zc9)x;FjlYl9<`6m(V2Ii{o?EB&6%?|uGa(uH#ax&Ow{E62-oqF_0{u%6;5cFyVLyM z(%7JDQWDkR_9PC$z;Xiw+D*9bfc4*+FUmJI{}`nilz~>#)W&8nCEdn$@|91>+Z_n@ zeqb0ZTL=R5PWZ7E1x#gSrN%a23d+=H&yHzXR#jC!Sw>pwVV`&;thC?{3_wl9<3UWL ztFPY{5rY)(VVnw`yW{iA!?tbTezaLZrY(OhffYAwp6V**8d(q|>`^Q%ENmf*-0R+T znj?quPB_?zJfu7xyrrec^JMkO;m#P&inQT=BX%;ky~)EU3T*xIgka! zps7l}@v>zCJc6OgzEgoLc*#xwo{)se=eO0 zcBndPl)U%7Der4)_K+teF+Zj}7lIt?ljSsO4i=X6_4V#ejbkw)=zI8nDW%@T7D2Rt zMQ(1YF9yr-MS3hRFW+o;E@5v($X?lVduv}0_b+<#^B-COP6BGduA>WHEw8!dSucZ! zykA&YFK@Y9C5H|iI7xgUuy}LqU=r>mJDDtjps>{nCZQsJRg-2WN{T`HR z`^}q^r6hm#Jg0X`7u5;78cpWS+YbJff$0gsPM?vZ`R5nyrgy-tw$qNz;8O|XkZ>r_ zy*?}`*kPzfAYhA!?a>tg-TF+jTpa56SL5cdm0i#i)OpR9`#OnRa)%l()p=2XXXk*- zhsDKy7DJb}yV5v%OydH69VJ&-ug?6boiqxQ;gx4HWe)sNi6D+#4q>uGfT;K^fYY|a zA2Z{^B1bc&?;XB}wBG!vCY*yFK{HbM`j(EA!Z3Ap+nWADBFE{Wx7In*^noDDXKmBB z4IhsW&{@V;2y#o#0|EH)Qo(FI%EAvGY#VHNJ0bvB+=mc^*!HgELZNT-aV4iQ3u_h| zv}+m)OOczK%TExP=x?+J-~*i1KKC%6Aw4foPH-QyW_4mDW;=;>+~~{4F7KXjcA?a( zpCxHhcbAT0bXvfBpX=*0sd*&Ps#ocFxpJ9MIr-RfuT%B|=^HKfSx*#44jr`Xge|*J z@J;E{Swkvl!jj{yAB`U~Mt8t|2H6kP2P`)g-c5i;fP_A9k_617qq~?aPS#iLB0vlT zL7|hk9Bc3}E}P-@{Zx;0Up=6v*y0jxog zVq{;+V!^GikA`+XHnx89U;W)!KIu&iz*b34H)%fgJLmZLV)vc0y<~WPk^?q3+n>U1iRb>zw4Hb24Pv@udsR5WZQt5&bJT>cb_ zgzp~A*r4m@x8>!4(r0^2xeLDEM?vQ4(>Bq$V<|}9>25kc`+cUcph!qcTGl6TSX>I0 zHTKliOjFsmVgLK|N;v^lRZi`GiN2O;>a^5U3GMYNo2VskLFo4F+qe8^&a5*i z->G}PqhBIyb?nrMT8aOspS1f4vjqzxkqP5zR{Ft`mH_{OG~Pk0UvDe_nlh%|R(9D= zVAWv~TObljw;LxFPqseCF~K<_y?pr48(v8j!0T@aq0lto0kU_S9V7zW^O)zx;0y1FhW;Ayjdg`2r~R~F0u!Dzs@8tN9l<2sV= zUmbMY?#w+KTv$+Cyo6uQqc0ixtJUD?Azby?xmOXJL0bVmis}u`R0j0}$g{?nF}J(f zY|dX5cQzn6xC^xt<5W|Hu^heg)s3H22;DUNX?N`5&-lYjOG++%KpFEVXLPUaayocO zSi6dLy$(aglSM!83M9`!$4mHpcMfd)@i zMlo}!ZNud2AF=tL3UfrU)i>DCV%_%TNl7anw?p~~LZ8X8d8*Z;ckjHde#?sziY%O9}huI$q$^qa$1zJSpZ19i>m1CY8s<$wI3DN+4(e!iuT6 zxi7^*dVYRzmXcKTsGcugyy)DmTUI0R_v@+Z3Kwcr>NjLUnsWu+f7JFL-5jm*E;me2 z&IHPfTXj5Y+hE4Ya=@Vo5IQR<`SAd5)-uwS=L}ewZXo%91miD$% z870YRqov(RLnSjBR7kXq7HOb8MG-9|MW;zigS1op?$7hRe%Bw@?Yhp9KA-pdHJ;DM zdj8oKbrCu;=l20;lku*u4MBLINz>Gy@IJ-VG<#OMrlw}x2>;>qAn{2_$_b7e0s;bN z&&puOY`gU;jv*aKAAd8ld}HP3H|%jc`Y^cgyzqxB-&FvGOYQ{fDps-Zp7NYjx-rI2 z0W;{C{)#cd-azoMULJRM0`p0U`1s7nc9o;Jj5xe=i>iQl8}T>t);jQvxcz>jJ>?vu zQqEqsK(}Q}FEB86o-&qBam`G*;Iq+h>_cmo-2tbrLYZyaq(%`wgC9FqMlX6<4S6uf z3WgBw#YVuxD&3k?ay9TaM9Q--dt>=PqO144>yC;8G~-VCpQjyt{w#WSMH7K~P6>t1 z1TOZ>l9Cqa|15cxIE4ctn@{@w<=Pj~6L625_Sc&8E#+E-4!H)hV5Hqhu0s|=+^$_O z$yInYwdm>VZK8dp()2BDUfdr_!HSRGnt%CMm*uzc^(B0BEv?%(^;({inrcmf4YjmN z-+=X3U0n@>J3Yf`7ql8_yS<;>e>-?;2CdB{`{pLNoC2v6sdZ^l9{pZ8hREuZG*>=v z3ltH^#|>N4AHa}Fj-jX`uV258RA*<)cz($9;Eulcmr-MIW`F>dM=YLio$TBmB^oEl zEI-n71I-Q1QFz`;Y};qH#31Vcos?O9kumJ z^rnw+K}&m7P~a$4A49uVQ99CMB_t;|=HwI66o~SNqT1mJw6i{?-AQw6=vJ>v)8d%NdEa8xqX;>@v84#BcLO4@>pVbs%5_CzE@!e&Zw&f~~N0<~AOdmiD z3c%51pAzm7$`DgTGS8`1>2T>owM2ZOFmZ<)Kl0-J``T%p=T7kD=s;)aL6XRtIaXH6 z6gQf(>~m~wZR0Yw51%l7`n~U&41+t_Z=AaU7<(v#+1o>=O9_%O-@Cceuv_SwHK^c3 zhKkc8n>|vBBbd z^TvIn-g85PBl(ZG52{&QY3r0y!iNCd>`U5LR{YQTJt}T|Ds+;Y2zFXod4+zC0c5ba zgE@N*bv8bK{=A^_%RDY;Hf!LPEn2L?Z8*aB8~|EdZ*DlFK;601xP2P@#+;Xgl25A~Vk>Bmk2rLrR_PtkC&yY$`wlUM!4I@WOtlvJXjKoAGux<-LvI2zDYq5k5 z4Yj#2qKA8W1AsTvHAjyh{}lY;`PQQJwLUZaw%4!dYHAwdW|~9O`m|E>@NRoZn}J)r zLYu^wnJXzN$@gH1HE7Vl+)z87)D}e8!xdtZGPARjChC?{t*)n-YpSbzy_d<`P^+Y~ z#pAy)%SYA-+I7+2otWYu*+^BbHjOCjv@MaDt%rOUbtRYb%Y~DwiX^?OuESTp zMLdrSv=JNI!I8sgmrl8#xr<6J;qc+yME&BEQdYAGS7|A=I`48XRMrI$krKD?v=f(6mPhF*|oQW`%_I`3g|hCB~MlnpTj!(ADLqKXRBdu1*igVp*u-jGb-qsX?N* zrg@BOwvd`PwFx#*x~;`7J(kpdU#O?A??Gd733`1f(T@onZ?DrD5E{cK9F!j zATOayMMXjq5*Hy++q-8~B>xye%>bCQ=4e7a2P+Myp{c2c+WMErw$!i83tRUFcV&=u zdylbCf5a?!SW@zm%DUjegITk>2IOxnB?pNd9L1lv<}O;WV5VMYA3ttUOG9lr?c4Po zG54_~9Z`Hu8&rbKg=+(@{5eg*M(ZFZESODNwEXfZ)%lxWo+(JznHOKQ{AUmP9rH0` z8cPhNo}ONHco{F9|1pD8|I&}Y$Y*YQjLeurjD$ku=mz{|(4h2@d#;|1>DEnGjT>6} zRt4wUH?$%g_uQAk2*}#^@81GT--fMQ$qh6RDTt_ifQ$yhcawpFlWkfWTw$XIN-jk$ zV8p=^R(xI;yJ$avBiB{9Uhkkm74N>lo>R1YT+Kj0gGoO_Cjy4e6Z-@!L=+pd0Ot)^aQa z1}d^Tx!p7G9zJ^~`H&M<7zij4C>InKdbE7aJtYtpC^^MiL-s%r$L>kfNMzKqORGPB z_U(CSvRw_cnaxdGd{LSpFdgDEA0HouBVWg5Jlr+AgxfZ5){gZ^m5&^01Zf1AX@%4X zjz)#df&&K*n7g{RWIL4mU8Qf_neB3U`}S#$LWB8FYC_AXl)F^Q1rf?o;bi6HsA6@I zdJXddVu>(pzHi^Xd%?1M>38+gCA^FOW)iL8<|w;q!Sq9`Tu&WXLN3V7yLWStAfc^L z-tlf4NFeG0!qLKyoj$u)UH3{r*&skTQB^ijvgq^XA$J7JZ<&%}O1KvSBgyMxw@E@X z=q*(?cVOw$TI_oP+Cj*M*uBL2YM{QNGtPN=WApf_Q#IL`lIwxl+`Q|;vz7^&G;J@+ z%Y%`u4|v~f`3%VygUpr=7s2h2=~2fgsclq5ytyt16dbb|%f5L=R%W}UJqbcx2$a8+m-E{ZlPYid{ z1bJ4Nam|KL1|(8rdtQ+PcLv-+yO}=7&vU7g+!(CXmuY2~s^^+#jn!32#{RPMT zj&AXtKVwFw*`KQuA7H?1IO6TxDvwed5uhc7UY%y*(S8=YE|(fj6_k*<_*3!5(}fuGX!ML(MF9 z#>Ht{I)CWG;=GPEWT=1L9`<&|9CpM;#9Li^^yox)AEMoSbNIe}23~jW7Zw_|$!*GA z6%`q2!SDY?FO$bM+i2gZ1N55_IXK1uzVcuT|AoemKn!9*@M0eFfsOK=xpR_JQ;mUp4KZ2b@YqT`Uld!o*LOV=49y2l zp4`UVH=d>?wZmwVADD~L+Q|Awj?4J*7L-dP(KVVk8lSeTw5%*j%%TJ8oY|^3;R;8C zfwvxIVwtdwM!9K%<4wJ0FzRDicl4mf)Pr1#|8TkGw6c1}j&R^sxhaNSjuK0hrM@3V zRaSX>uWO~RAIbe+L~-Hd?mh-&SAXgdzpX$NRTnvjjRBAOgpn^_dbZcusJFTG-h1uZ zPntC8I?xyyVO!IBM{wYhx3K5b;%EC7JiD^D4bdIc$lFly_de9Ktf7MZD9}q&mUqdO z-+gFkWkCwGDTVkj*o&x3mxemIxO{i<>$>}7eR93SUq-Kd-^K=eiKm@p=i86c-wvKX zxO4GHLv3yRb2`{Szkd6chl=FU9Dbp*i;E6TN>M>U=6CHtb90*14ZLdK>gS5d$BuR6 zXb4}J@$S;PSo4UD)c^@IP2EC{xE06)rfReYtH?u2b@N%>_W?OM*Z;QM?Zh2W+ctkn z^4;{DrESJ{(XD{-JaFa8KH~YpAt9n^Zll@8X5TNIz2lxDLF+pD`eSIjZJI+=gK=~wOrAhJ8pH-Jrez*%E~5X zEo~$9+D=p!y?gaCM0O-|in(S&*wAJGC^EU}$MNQtjVRQNSVZ9|d$*jnOqj7I?$Du5 zttUfjCMG0UkZxz+s&(s)bYzA1?{^T0;w4iCGu9)eiIx)i`n79;fXq=)-M~!zyk=JullCwU6+|=` z@hCf>4KSuCoC)+_0W~QWH|<2v`g!CC^P`?0QXPJztd!#<`RLK|kLB$nH^?fcA9R{D z$reyc&Zx9AXF9PYJIU|z|MR(_39E7KGDFIVFJg?Ndog0Ez1$aG-^qkQOL?R&>1aVvcwS2=>q>28?EIl zVG0W_EqACj)@~&C3v-A%%TngNdMC@Xi>}&=oU+nVAVqDl`fmfp*~U3j!w|0s!p-+0 z7>=Y5-ubu3EdPTVr+j*w%Z;I zPl(mF1Z#jYTwJ)wZ$IlY(Xq>;OPxZt(JK6R%G0z)qiu`=DcQ!`isX_$Iq2}BXF5gc z-7WS5U>gC>w3j7TRn_j*{_XWkTb7RcRqw=8)`q0!4sUN_qQ+~BXbV`po z`qte?#wkwxHIB9({;%{Iw>dnU7R)@{;G@#gYd3DZ3cj_N!$)mPxt@7PKYySL4lUo( zR#0nFph4z`P=`uAey9DV%8!Rv4`gz^f4IS1zu$lnlaDq0U6qq#6I$Dxq+5 zks?$y60O&MC#cf;DLr!OOcei2EOB#k%1W$rp4;jhtd4ILa+(Hqey+J%2^tfTk#}3O z<7F{}LDks}qxj5Zx@QHPp^Ty&k#%}$B{W5OEI(md)0rxpFflt{eagi*HcX(>DG@n_SB!pqxIBp zh8|n^0FnCQ-^(x?Y~H-IHDhiw<{B!v2i?PhEd}?w3{q5y8nOCo7mko_i|YzL zoCKzP^!V|YbbW=1jTg>OnpbtJt`yTqpQu1u0<0tH8o4WD(wHRt0x{sFM*U)72(kd> zQ9BAvpO};c539)~N&k3g;>W{-zkK_){_52cJ(n30p$toBnz5~tvDvyzJ<&tQnr&7| zBn;AsB2S;+3lsM}C_?*{(`b~)IF0aPZH%$JbmHF=>FH5^u~9u0QfivAx#M>4?!faz zE-s8J3A){?7HSSxzoSL5-mx|nwp9Oa(-><0n%DDTZ}@V85taBxM@9xpEI)FV z+21N5=SRfQta77n-8OqvVP}XPun&Q!a(sUOKPW!{R>w*M96NOlMJr;ZlTk79)4hAA zmF}85rc1LFXyI;a5~~g${70~xajt?>Dw`kbsMmegwZdn=XhiX=+(;k!_Su7b&XnIk zNB{Xm(C>YQdiKI;agI2IZW&V{UVsk?PY}%8v$8l@n#JSCdtiRAd3q(qj`CAmM<>f` ztR}!0h@*RHhqf8?8K_TcUWfA-XnnKI?1#@hCjCF;uld-qT5IZ2tQbb;t!mKv>wu$2 zk1l2HFjP&EfBpR98~99_&cYuI=E@a+skqaiR46zBMgw4Clh`!U@6CU_-L@l8l~$m6 z<}HJH$Ed%WP@;+Dsb{lIpQ3`#&d1JV|n*#JhtWTRAdFD+2$+144p7B{J!-O6# z&EVmNA`yb}oPi;b7SF}RwogcmZAa>7MWh!7fq+wM*gb`0W2xS4hhK^1WA;;haF}3^ z;6p7Qc3aq_<1+7EdnZhq#KEn8n+Qlho1-nf{=XLB4G0Tlokw^wJhEV^ba(<|4XJv% zV=9K6tqA02yWaoecKNH0g4Y0Qr0&@rCX5J%UgKSfd>=JW2aF+3$+}#q$F8h7k{#do zMr2#^FsRJ7_KW?Vhqi{K6|XNRVU31{Czs6hOn!eA$|rTtxBba_s~%qD9j?+Z=Y)RV%VH!{3=gpf3ZWu~a zC31FNj!N!Q!M7A$TwGntxwoYyMw7Q0rU_D6)uygTLhI%?@)NW=&TAwtO27oK-7mu` zt&*MVM!of@smQDT{(W}KEv$x0%hDlm$C1&|*;-OJT0!UHicpFloJpceFN(FNRmBe; z7*QGG7)Y_Z=-A~t=Z$X|$VSOz{S@Sj!pg5GJRIx0(_WSP18y)_JBYjkv1@BLY9O() zqWXab#kd)hwrG6y%KRd0O^bPLbelK7_Uu_Z;vIz?qm#;0n7n_4{}!xWmtxM(0v8ra zV2g^PkZaToCzFk z6Z3mk3Q!9evEpZ?8HVZ392`m%4~^Da>a}j2O(H{X{-o*Cn}EI`gnP-Qx4^F_z^!G1 zHl*Kz<{3tNlepbs0nQOpQHxx9qI4M4__HYv`dTUA3sLWvwV4U6zfF7!Gr7RrjUh-M(ro3s^|!5$S&%hu{o0T zos-bCkxUwikB^@{%ZK`Z_PK5WDaA!VJ^<6tBma?Wn7>pkCY&FDYl_%{At7-deNhNa z_L}xL=uhQ?Zje2OojR$)EgU(1+=e@wt%BV}Kwqj1EH}vJydZTyc#hrJeXf2@*p}8R zJzZBiE1IK?6Q}5pw_u zLe|Zjjo5$XgH(~EG(rmnWN<3w*(nFzJ??((5FqyF-dUFAB+|d^If-WEataRD=jZ+# zW96SgdM#U3^fw)aH(v;hPaHmBVGX$pvtCa_AVvsDC;&y;ARf?sI`>5OdFnk<5atBj z=D%}^W?ssjv`@JTwQOK$s7*%vg!vUb;p&>2EU^kaZrJsr(emR(Y0QPc!P^%1s&tPL zk_TZFV_T|k`#Hg2=&ArdY~AB`fyXyfx&>+1j2(vbQx)Pqo98P`n_MvYQ@A|zZ65Nk zgt(X3U_r~(&Cd9go;Y@FB#3W|$kX@rqMvNIedGNhv@@?zf~@ zmu}tELBKX_+GNQki@t2nW^4IS&@L;)2Gz%-}T@b_E>65+9$6w0DS3#M03_>i)0OkTu*r z@_+X(tkM}Q;|l~&Z8GEwj%?1zJ8`eL5%{M0Ug=X&x6owmjQDf!(e%p1buH`mFInKX z-GA)x!6)lR#GIY=^OW&1#bXOibZ?#m0=qQ#9bOn{ieC6S6;iDH2@DbS!bc@%n;x@< z?V{Nf1*T1`?Xa4~&A6(B{XF~btg+985qNO%N{RdY`;S9^T})yw`QMND=okB-UUS$` zXmF7cLkG}YKC}Dsgn$}43|hh7NiBZ9Uy=}8Mp`F0#!K==^@gt7B1+G)>bdE_}dgWw?^ztA@P~tU`|IU zye<__7Rr|pZJE!f;QX@_3ecYW(2X>o1D3RT*xq5NLe2)8Zyj4~W_(2cSS zkCh6h%^n43^^A>8Ol&{p+>*ewS@iz0dHG9_iGcww>Jv7`%c}!mmjZMH#H9#7G|u5? z*m-9^9knG3lC%F()tuS0EnQvDP8{oELIuoJFe_I5y}%*s{;YbvDv35qX5`UO^&dx3 z0N$H@Q+2qmeVxA@pqUI`ky99maBAui3AGSB91{?ltPomJ2@pYQI%od(6v9cK^j+m|3LDN4&=T2q4o+3 z%1$+Illy{qUFFyL@04M7n?6le*snEp`t){)+|dCjQT(|1<4sK?5eVwhlW z7#@nMn+uH_N#A^ciu>W(^4gFycW~eGAHK3!ejK@2DZ1EF!D)f)4e-uvM0RZ24^FP` z?v1IbAV?4PS`ajF0P`O%PH-sjbuMh}M{w3XvP>cqXCqH(Hm^|S;!8WKD^ct<1f1sa5 zzj^l;{CiG{Cn5NYi)Sj_at6hK<`bdQ3&P2B@mh%>ox8EcrGzcoYKHc0mEi%n;6Zj5 zHJ{)4K`EnYaX;oSE1Ph+8MPNN##(RI4F!*R|( z6YIxKWn{7tw;o)druXelVwnDQWyU>W2&srf*vYjV1V|$xc=X2Wjy{#LoVf*1YMDR_ zgXT6@Q}KF5!5akdKuZq~mb+v)vlf)q)i=8gQQm#!EbSuKbeA4IX0H|+9p?S6*|%N! zT%Akk8|vMLIr{$j*_&qbhs!W=Y@#FJAhD)eE}(AOcfaM_yN*AP_XqE2L$ebMFFo2g z$gvBuQO|H+X9#9er@Y16EiSjaGt6VAR-lIf_ceQy`}k2UmpUUYrmdJpeG~qo-B_wU zBO@ajtchlmxRRV+J1H1C$mKn#Gf;vm>a87n9rBLwHgO)HmnlRQ&GS{Ir^({V(%<$Q zx0OPmd9}rwR@Je8rDQ-VsH#2oM+7sSC6M6BnkqAeNgrndAX-r?veXL+c&C{~fqC-Y zR{j!1ALMrHF{476xtdu@FR8@ljP1=KW?;~AYHO+cxnFN(Ez-1chKA-~_PuLTHWm(E zO2kzN5yNo%-1Ge*&M7+Lmnot!$l)Ha$TN7szar5SA0j(Rx-Co+J&+m7k z6JXsqc10Qk4K{Q~>I~^vJy;=$OFfKkhc_W(9v>%Rb1$h`geBa0rp@1MkSNuxc zV!C=mp+G)ltLgz)tZjL6^|yHdan!X)y2x>|faF6JiC=og0%!O{kqn|< z%FX{Py#sCDzoausloL{U^qKCP{sLhb>8eS!IeSa;%HH4kZ7a@?Z#RM3^4{=T4FvxZ zXa}J)a7!>MK{THhjb!`|z)`;K1Qf=;nYRM+Gr0$lv@iiK7xqwkS*Tie`)dW#2?EgX zDj#y)D#Bw=P|B(UJ6&SIkOiz2HNWy26=$sxAi^%T;-r-j1K=#zOmcP|9tBwFaGxMt*L0tDi5XN^^#rx>Jp_|K}kvIXk$zCCtOxx$QY~=9L*CPCC329 zYvJqE?_{?i-Vu$PSS^fodWR)kumYS=1OvR?^=YeZU#O~^vUTtD7}z)ZKGiUnkt8Y5 zU_a^@S@{hCA;#_3AKUueEqUo{p#=tA5 zPHq1dtg1iv^&57d@SKhXD+*Hgz)Ji%rsY}rHvX?d0M((W<2X8*L20Bg(Obf3DP~b( zN_Y%3g9Yn*PTa!>4MNYwvSsY%(jK(gQcEsh-VY+<_OjzCea?R;J z(-wWwBcL#hfUdxbyL9iq-YI#eyLDAGn5B#)BW}REg&UjP1PvCZmiis5=jH|4wf$ZB z-yzS%E4dzmmcaciI<%RMB8@Y5X%^0zO?cgBkbD43j527({MB3pfRis3)9?Rvn3_u` zu^t^d7k@88BW0$MT=<-UrPE5ju3e096j}l=eSW+l2ug2+!}M36{vDXCNXh)hVpYMg zm>uR5zCYsXGBh@Bz?-I7?9!!6fK##z$3)iGlvL$)!DZ<nXqxVd$u>Pb?j@4*^Z&=&yI3s&-fpixWB2(<$p7501As;n-W;u~^Yr>l)ic zfJza--G9JrrT7yk?kzZb;>vF|zRaw<=Qytu=nU>`nBC>86_eR$Wn?m(!8?_<<(z*^ zu8x{jbY-iqs$U6m6I4iY2Tb?MJq1f z+fn;WYwWu1{!^q-54QHRxN0}oTl+?hV{Cf5naGa-W&R6b!Scwl$2;%u)yp@Q5LOMA zvaH*!rK&$SD~3+nL45nI%{}&k$nkH6R(hJp%u3jo5Y6*opE0Aj5e^+u3rds&3w>Jm zZ;ub0In#peYTu;tLhZ_eY>H=_<9F%pwO-0epO@Z>p1KTb6T-j0~FobP`bz&3S+C_8cN?sbqzPOAnXL|Eesqsve zJ-FG1x->K4a=ElYT|wMx0NvzuUFS~=0@&QrfV5C(1&4Ts3#5edyW+CHKF2;jFWiWj~Y zAZA1Ks#0g8w0cgdBdGUQrO9oZr+m`T66grII-;Lw~<3u>~Hb!#K$mEboeLR0?j&YidXF zRPo*Z0Eao6#E6zpuosNZh~Kskny5Gf4uTc);ViJ~Qg}5wA7vUNlJFG*xJfKA0LDZe znNxv3SBv%VA?om!LeFMu$tD`999vg6x0`z|Z}%Sm#Me9{dDqJZXN~N4ohabp4yhUOH6ei(8ETWiv>xG(X%lashGOi`|rUMgCHT-)c!< zAu5EuB79J&%E&jx_%+2Ru+#H?X3M|NWP$zrZySh65#u8CJ;}iBX{sabw*02aNkUZf zmSLQ=kMUP?U9(k%dy>B2_3qJ60~bUXAR!2so>fS(@2w~0*PSSmT@H3z5UgZpf@e}v4P88Ypl7#F^BFj2=wGc6mK20Bgx&L4x%X%|L-&KHzWN! z<95Sw;=~(u)0~|f;2+{?*PktGR2jH!<*@r->lrGSiLJ3zhj=yFSfUpOZ{HnuaQ;wd5m8Y(VhU#Me0XwdZ{L8C9(^Zy*=@(K2k0%) zJPLJn*ft%cSK$>)v3-SM#!b}XCV0=YlNeI)t<+0@_IJNk*QI{-ueX`M2ekZF_WJA? zT-wCwZ@~?tiC7?r6ej9bx?oY=ty#g+G@VE`i4JE;m#$qUj}qBPTE&OX=U{{y)<3Bx83k@dYzy;ag7A@HNotO6C=j=J;dWSZ>HblZNv}>> zR{dnF7(y8XR--^@Co!sGp3DLaXF`*hH24T^L*yBf$M=Hv^v-KL z%6{I+3qteAVe-TSKwXUoF!fGAO5f=6bF;(3NEZ?v!2Of`w1Sz4fY_#Yc}V3gXK6X7^a!IQ?DkjD`PB|+L7CqoMLK>QaGmhqI}hdDSAPmJ zOe?^Iv5~l@f#}RZ90qI^$tQS!pCrJeCQ!rT(V?q^roOI~iR_J~1o7knp7@g(4eb^! zaXPDO!>(N$%VB_(2O%8%GlqFqVHmTA z2%TyYpmt(CUIW5_AMSu5MR?acw~&OhRbR7<-*!Ww5w|#C-lvf^HsW`@q|pOR1GT2O zVc(eg?RSiS4<*~LHZ>(hjXk}%#m4z24iT0Iom49KP){>%QA$DRi-_IO*rI$FX$T{c@UbxZx=RMlgsQtchwgpz&0CrvqPV7M`|!HVF2H z+cAk6jf;gAL^XG5YWQpxyn=JbP6*p@MX4yL7S~qfHS?(~Zj8<7Wz47}<(E0Y)cHgI zIi^%rvjYr6c#}wa4dKBMonNE9l3W7#o6CKa$0s|Bxoey4LDTnd=z1~nNqvhtlcroD z%}v9y5iF5Wi_K{?q;mD5BKn_C;_o6~-$97n)2KSn)H{WD1_+a?T7p2?RxH$B$SX!GUup6q_={f> zd-R`j7TWTIjsfO5ggl{-``};_n?c6egZ=!tQiW1L%X_=4;*mCLy1AXnU*@(MIcZWW zPM~cJyoK>+AO^0fRvJTFIjZ~=i8g@+oWfYwdrMERZ52Q36LBXW>Hk z?dSrMx8N$8PS5N8D<4JtUm6BKpctR8TFDU(_bB|~DT*4pTxv>lCUcB?h(c=Ur4cDB zzYRNZ?wnqm+};7-kXS+PHUo5khkg;E-~F%4%Gs^;^??93m3BC_7+e^yn&5s z;$U{cGRoPxLi#rOT1UYL4{QO?zI#@Weldsq5;itG)wjy;ALxtQdxx~-D1}_V2C}=V zK`Yd$fs}11q{YDiU)G)|YM#QZHFsGo@f5af0p*{!cKqZVgAH%YQMJ)J>#iwT&724# zcL5T#VRiEX8uAZY6vq!f++a-K>|>{Euf)c-Bwt|nEd4Xz2TW4iBrzf4Era^SkP_Ej z&@|+CGgx`;X0BPcy?$~{Vc@r(+82HTXg=~>{4sHnn)C1ezMo&J*fm_FX0{f+7A+!I zbQX{XHCz^i!T-F{w4x{1S0Ud=62Ia|;R@^_A+G5Uc711La8^mlj;Tw$+r7TGzX?cy zM7V-DqbZaQT4OYC?&srYb*gMJ@H~PHvdM);t~m^eWX{q1i!Z!5Ytw|{cs=V~JU5iG zIq6?d6e;`V5(kiwl$34jI_YQ_4T_Ygrt031L-tL+T8@lZU_Q~{z_DY*7AWv&L?VIG z_Bw=%L~H_-5q6<25{@A^k0>uj%=e+lKv$QVBd14q=K*A11!ZJ>X*kl1`~O-1>0jX%s!LXa#0Ds~zaM2>)*l@a zZDfFc2EYYv=qUVK*pF0b=k_%{4J847Zs4L?9UGYR^eN%SnU5anQGSEj1#)7O?12gQ z&xjqz?SE|K;CMm6+3k3jt*PVZNdLmNr%Tzuy^?VJxE6re0*xy_U#j;%5pXqU5InY1 z^7a>5sZ%euVC|c}9P@A`i3|vUr7N z8#cK0TH)+DGVS3b$M7d}B0MA7wzk#z<}tE?qFw5vkspp28nxHBeCPMyYeRC+Yuque zn--P(`^wreq2L8ie(YQJ{pp;Kr{~<08|UM|QN&=Y58prTmjA9GPBZZx_kB^Ky({W@ zL-W%?9HND|iv)I)2u5nYNR&J9dp3J-aXJrf_84466fho4Mqhm8mns&zgjt7-d(~q( z6oy1+_l~O#70&s*)8SFgJ?v!Wf@w=Na&!pAQ#myps96r6?B^HR4Y^GU-ykap1)X*A z)^%()l%zEgubGW)rJVMTim~;~dwH>A`+si(h1w8I5TlM2tquGj9z2TqhM?i&(Sfkm zeHb$w^QVJh)iXJ_4j&#>YEe-)=03EN((wITNiKO#FE3n;{1J*|%;6BS%@7ufLFoM- z2KI!4!s8Ihnj-VsNM}&x=;6|o%Nev5k7zI+P&t+%jZquSY5bt%%tSwpe9DrtX#t+GKA#% z9Np`o3P<*J=&Ib=>lLy}q!@aA=V~*LLRg-Y`9U|A!<`rTZkzj(xBR~_MGE|bW-2xJ zM%S(SXL?QJyT8%ERDXIhgr7*baG@1!l<3*eYm51i4KL(#YE-S5(6Kegq4<>;c8*Nb zsTXvSq|Y;BD%1Tr_DVxNH&cgUvfjKX{_p$g^-5cFlUgeu_;>Pf-=##_3G;<4XQtL{P(e5S5`!HVeXeVJiW z0Lx{CpRRg@fm{aPdy@_CP5)1w9t@Dq8r1#3R}#uvI947DXTAkn9t1%h_^5%Zst}|& zr87Zx-nIDxMxL?mYX5!1{nWVkQcjO))k{0Ux2A_;Cf|9k{=bNFyqzeXl1=NKB;fun z8oKa^2&q`9+&wtF=oLro*VjIK{&|(; z_jA+n%18UTWa)KyxGO3O^d{4!@j?=D=?dn)47(Hz7ZgH?)%|D>C?|^U%w8IRR$_B> zn>48?;wm@agw_mtJ9al@oz-w00wec+nMb?4_kAU-1Ufr)3N1l%t zd+lGEizIs~g(zzzjMe$(t`8-DAho6N;y!)rM`v74AtrGr_>m^O$ue9l5y|l=>D5+{ zn8ctu^#a6>)XEc#7J_=pW(VNUfv%`~_CcZ8w1q^TAcN+}dwYIkTgq8)!~5IXGPkV> zrwPw3n=uTW4bu3Ubd#}xiXd)a0SUCg#L-&Qv_q*}d-EkBHC00^%<9%LKw9@9qo7vh zyaAVbceeuG1;S{IUFVyL^(d7wWyKC&>yS2viU`bqd8@o2E1wv+np=bG=;_6OMR^#k z(eamY^QBo87ekv)UbA|2B7TeFK(a>FQ7}rr3GfR>_@7l6E?M-Hg(Q$1)wlOT>@M(b#i3O9=MzNBYY{c8K;stK1{35TH1UD)iyfgp|j zs5KD<%9X<&D^z&TR%MsP^#ziFr74i7c!4Q>x9!|HX74=Dt?kzRR3w#Z zyT!;oU#N-#JoL~}SRe(!Jec}rI6pae;|(qY0znLoeu}}gq~uUpU%JNij$N#&^aN)W@RiqZPDIk_S-=-O zee&Kl0*)>7A|i?v^3Zo2(xC0LcI@7*&ZUhMsRPhA%}4;UP%06tXPUn%Zqfab#3u>z zDtiroeTiPyZr~CH6a@n2AdqEKR)b;+jB2(}qL^@@2?D-$`2J3ZDzniED8WTc(yGP8 z3vy9V)TZWNh3Aw79JkUN1hjgw8n4jR$t_t|beYO*N&z{A3PrdfGe6kjkVX@R$iM~K zXR+jp9GTY0@r7UH*=#6Bw-sW`M|d@3=FAXoqa-GQNm2lB@2Jna6Z68*D!`Z};QbbP z_Gv2y3t0XbUo@~i-d$K_D`Ylelwc-Kp_!cws9fW8%$8%?rCgvf+;!3c3nhxPlk?v1 z8KrL_ZmmaUWrDCnnXRh(Gl=L0m2Hl|6+w*(=0iUX6v%0W9gN46gcniI!qmxq*$q+x+4(At22%cb5 z!qI#5=7pug;d0a2=#0~FPFx~$+wx=*)UWYT+Z~6K6e>AbKqdA zd4yIXRV*U1P>eKtn3sU{bjF>D?S`)npa)*q!0K+#7~8_+37so1K2S01iG1`L!Pe|F zk={uBf{|5dCa4={clFn=3mlUs8cd((<+|@(S-8K!u4Zo28(kl7to#M`&Gc_4%a#l0 zKDRySgg>PfoVW#U9@&`2)>jDl-NeoinFeLYDBKcgW(!e9xqS44Y>DRytkl>rp&f~G zs6cn=HAXhh>g{qY%6@^oBUbS-*TrfN`hgE4`QWMz#$kl)P?aB-cS({}nOq$rvSu;v zo*9M!-sa;;CN7CvouLls1q39OoDlxZkt0W>z=hd7xVa$qjB;rt42I0yIASvrVBD_> z1@jW5Myo$6D4=+-qM&`yynV-BGh6QS8B}(~ZwObMOl1OGmfjc|oX68(|GiwiJK~gY zGjx?U)~8Mt6*rhFZ`VI@h25qnd)#LJCXi@etwKACb{+N$H%eXcJosbUB;vi_4u4X zeKM&~>%OfWwZ)HZq8FM_6>@1s7!RJ&8+KK$(9i(aslFd*GuXB{lxNA8agto?rLlqu z-4|l1V&rP=o95E`+r}mNBP7qPf86uqn!om5diKShw>CF`DE1jBU&T@-<;uV|THVgs zvQQUH@Wpeb!2Ll&r; zmpO04K&(sTg^+19LJhezQoc1T?q$X_N8S9ZjKbq=n7if&SHG+yjqHMzCy;g2PZGWJ#ipTi7`Vch3qhgNfDHVas5(6VJi zgb9;2O>=ZqAYF`myzBNkuU@|{>DItLfBUWce78F-TV=61nRR9JZ4aAK5Jw0sfs;68 z7|x=^UB$z+EX^@@&_02yaPs}wn3xxEJ&#!B&d$yfks3d{4pv896jM~^Xh!*be3(L= zg}^$5RJa^nrIempFv*`Pw z;tE%OV%Y<<9&GI~QzOcz8@#Sme22#F-9!zY#PgGsF3!}W)`QV_9)A{cx@&aaHYgJC zkgSIfTf)(Bz|PPM?KD<~JyT>i;4R+G6}>THezNNAM1Xl0@p@LlZWKji-`&uFcehXt;cfI zAd$1855rH`i$Rp!5Wk<^TG>kS=9!TodFoC#e_Oe|@6AY`;Cosp;u4MFabjB%i9f$tG@>m|S17J%a%gh?M(^6H5t z$-Hw%lTOaGd7k6VKFdU_jlB9Lqrc42bWXdvE`nk? z8{cP6Um$-e+B!MxYVbUI@xJJ2WrDxy#Db?aEF5OM(Zp;eiW<=uI(!PZdpgUhPfBsM|Bpf&(8CgOl@Nx=yDbmmMU9=ke zGO<{y*mzi&1BVPLryk!B5iydvPC+h{{pzMnSokD-_RXY0f!{h?(NO^se`=WeFop!kuXRZJWD21lHIk1;`W-^s>h4#C_ zPPBvQafSO6n?g11x$tE~6vyAyK7SX;2wl5~U(6kT%|me_tr%^!N!{*UyF~kA`y*yt zN>s@y>mjdr{WJ7bfki!^)Kb%t&3rTQ{(w*tj=0)fEjC8s_)g*&@lJ?i{sTFO6VfKzsCe^fFY+7q}kf&F0=f zBkS3FLAm9HH6l+HhiNCfo5Pyzm^M|j$;~Mvb2QJ7Kn4I`8Bz36P4 z%qRpVxZFlRW^XrcR75KkIJuM&ogzm+FE6*c2AVu=iw5yBgRt2u=X zS6MtBTaFdP-;BSA9A1u`rJR;fda;FS<1zDKQv!9Cj4|<+UasTQWfN=H$(GKY2*rln zh*TOARBa|aJI{^f^XcE6E4DY77Z=6pb?QTO1DOIAbo6L9{P_*yXMc#&n&jWWy7+RM z*J%AVj$ba3dZ!-h;nw|OV5{+dTwlA^KE*#lEg)n9e}9;-2tnr}oSN#CZPCd1<`i{3&2C%8j*C&%3N}erq9A@UqALuBf@I2QE-G&+ zX$8ha_v36b5*3R`@O#AC1-k|@(>>tUD^KopAA>w*zCm8-g$6=VV-26-;i1T4o|M(N z_@t+VckDh^JSz;u!AY}K)`j`ZrE@SVIiuV)Z!LMt-~%f38mHzKDj`BT^rMEOfa6Za zk0Ic`dP@rfNgxe`v|z}R1QwStER>r-JYAK6h{Hr6!B2dvmBvKcJcK)C(862GUO+r@ zN17#4`j6fjNF~J4WC2zXbJ_6W-}WbOF18xcQa>UBk375vdIo= zwzb`eLvNmD%xOX~@Z?YX1>g9Y4$K06Wp{+cw%pvX=6$#wpMzvE{dWW=HW}l{)ik(W z)bTeJm$&`+3(cMRVu>WIQF#dT1mPvH)stRE54*Rs*n{TchW5@h~3uJ&(cAKgzrF)Hcox0r5uw&~3 z+Y@>Z0Ya~C=Pj%xy07&7B}`6}S$;hAL>f#HpRuw?BM;?u1bXP*-algh@_ho|kc9c5 z1{UmwoSF-F=lzvKgBTI#kR7J~T01^QrfVJ%UBMt*gykhmGY|iW8`zxY{`r!DaRZko z2Ayl~d&r@w;bM*byN{$aq1^UqnBiYvH<0=5KwO15Na#C$r@mS~4*7n=S+icPo}4$} zdIP25-7~oY*?WJhDle624`2IJXsmM=FLwJA@n;1|SZLq4+{e_v{`gUo3Zvv(6?$Ba z?315j2J&3`zb#H~_GDPcsvA_~g((xe?TS~N7v%;#yS?x}?Mr2ac3<5i&2k+LP#&V< zxlR=?S>zBNy)={?Hf-3U`4!4WN_ulp0`I89XU=R8)Nv_HvZz$h|HDpMfEu2jI-!{w z((4&|H^$n8_>Iz=HKP7cA3^)6_&tfUP$Ph271f2^+DkozT%`>@^;Kpj_YG{vbX4XA zP6%}YyQPblC{c+KL>nNv=Sxrp3|>Dz&;M4v)s~}2j${gZH{+TT+l;b^nsZXnLNBig zRc%J!%e@{GcVAeCdyn?xdnSw9_-8WYbUAY8bbIu`R(I)v4v@lI? z#mw7z8LAXe_++j9cfVcohaufkEYcS}$$N^@0>KGTC;tuj@^+HZiLUoS=my)}k@F_h zfqG7Jh2Bwh7KK#sLQ&QH;bl_`WuY@tSlg<8 z`Npvihci{p_DfBT3|wX9i$WNp$dM!n@WQui3%4KGV&5s7heV;k-paXfg?b>()@0)$ zTU-?~w!o8c&U0)4!AZfZY##1NunOaA1}$Of?gyWr{x~YG#cB5j?(Xgq)l5NXV|RuFf!zjbufT~Z0a!P0ZkRVmCL%CJ7N2!$ z(OlyK^l zE)8-HXy&@JZEp_wh&==ISy3%hK$Td4-cAE(9iZH~gH)=$HM{lfDai7ycKITUfoOw3 zPcmzzk^P)CnEENgdRgRld*w_%0FEpb3So8vatrENFhf`+bpZA(bS3U)x*}WwkDKA? zDLbZ8`Cnvb=zRt6nm_HAlbLSKmxf{43G){ssZrI?Q(#q;eDSUQ-W?N_kmkFJ=Qo;} zeQrf!%9(q+shEO-l;m6yRR{}-A8LNRzV(-`>wdjrI|idXPaj@i{X+TZyv`uNYlpYv zXb^YxFCA(nYe3-OWoCtqI(*hEtVB-r)G5IY+jx@lR`<8hy5RG%aC(CWW_^AfC06SM`ewt2^ zhxar7Iqm+O4{fzxHJ%4>btA(1O9%9%M3`it5@SFe?yZ`-kW%v-$5U`B@ z>`xDtQElMHA>stbiqUsf5vc+IGRL0nC!UV2<`yI#`SoZ~k9xgCEaGn3)z@g@uU0F4 zjY^3?C>m*?(A=Qom|>nRAsUg2pA72GXC#E<{>(OG7Eq#5FX%g4*&8@?Rj$>+F1EeX zFh*?9?DCS7L8r`YE4Hf4)7hgG7=Nw*Wz9jxJNG^r|NpfB6;HsqP4P6;^?IMsA2=*N zF)?f2u&EDEx5ePbS>(Lo31A~sj_I1*++0E$)AE0Buo^TYQ-Q7FxK};>=wP%-)vJb1 znr*eN3Ir1>d(o-d=~h}U@CV?~jiD+y2zjVr3F32yZ<3YC1gcp({-RauMJon+n?Crn zcK>G8@1C6C7^Szx1Yx~Ao7Bb3^3QGy;t$ERX%>KluD{<0zKe-E5HSmlo(Rt<*{q1+ z;}Qzs->tSgvq2NfqgPzyQbjT2UkQ5@vzm3X*jYC*-t zH^6TK5eURfg9_lxCVlaLGknX5%v*&BILYfQ1&%mKcx4=9cQ1s3R0ZDq4^F1Ozb=wJ zgRNm8u`_4SZjb0_%OpQ=ImgDv z4)E5J!J=p`MI={IQQ>&(>hCLd`~0kO75cpo8M=G>&?N4NqHm9QIOtyGtfy_z8ZzYK zy|N=D*$kZ@(H^ldA+7NTw}=Jv%P%Hu`z1|Xmyw<>BiO`V!2Z5Y8`HHsF4cnK!R_+u ze(=>Eo}NKsjKCl5U{HSg#*Oz9PK*p6H@W3swBxOZuKv2A({*qaVBt{gBCX6d=bxw2 z5rJN{w<)J~A}a;x!|QLTeW#=aqoew6-LgeByO-M3Q;ojZO`HD_zU!1v30h?k7Ky_| z8Tel+lMP^k z4EIYJF=@Y{pWn^=d?iq6_!u{bRspT9b_eSe2qiy12ntK?$RTR|jT6RCnIc1)xVuHo z2HOm;meBqON55OfY)wpD@JnuaW>Aj??&T@F zK3^=@llePZ^pB`d`9Yp1w33X%1z$Qm7U5F|P)ue1KDH5={|(^$e4;vcA4@?VA-5!p zTKrD*!qf{0!QKV^gU*i12??-d8B0jG?Lkz-Nv5s;nM&D&Jk;e;azAXN;H=$eVM0(A zV4UU7;Ue}8=Axu3j5k=`vCFQHnW{_wp)-e>^!Co@Sdys#tS;d_@Q$#NhY@Xpn|2cg zUE#7RL<_gk3OiV6aq2;3Q4~i9^kMuph4aU|Pd)=fS$S$WqfD@Spstb&RwfPeF`XXY znm=lNNXQKOQ_W3%`a7!zcjP6ECsX zF52$?eND4y0SDlH=KdIAdG^H7OL2eJP<$Z6$)(>po`d25c(m7Awa9uBLbOTx|GLo`C@mis*# zc49bq1Rl)5Td$mYPYR;n45kr(^96TuVD<|cUcLNNC1qO@CoIJlUKugzoP-ZdNgiGH zljM{(GyW*7SmKb@X#30xs1 z=u4z&*zdC_!EoMapd(~PG^S>`B6bCHIGz%KGNcZIj#`1#OtZgeyqDF3>- zJ?tKxCv$-rk(j_2q}ql}5&_GDYbnHoFj_>$dI0?uJYS9V0N=3%eq4hYW{6K;>*1pH}pp4w|-DiEY?0yVt3qQ|n4)XYeTw zt}vjyAJ}G#W$WJ*u-wY?lxrSa4~XhJ@H|yH?wkS=hQv>baDa7`)G@$XeZ$G6sI<}+ zl$rr-zvP@$``xzzLdBV-g3%ypb4psVt)a(Azpg_B1_d(knLtqzILOq;PlOcT`h z<`1zi0_b*N?h>zHw4$R5R<7e}5QvrfEUC)qHS3)bg-iJ2&)iJ*L;T@+NHuH|P<2 z^yE96EuA$EK)BAcqwWEfxCR1_6yZ8A()(pbS2Nw2skd%9ZhP+wgzY~yG-%HVC||+2 z?Oi%ttbr2$Jv6U&IZ`KiNVv`@k<=QOUU+?v)gpFcdKmF9ketwM{1it=^JWkBcNjgr zCAE+YRVS0^f@c>#mLAaQ;L3?IF$0Qa1v&l8qzd*Fre?p!iSv z*RNAp5Zdl@MrB5By9XL7^ZGyAeX+h@`8^x3hH)Z_1=+P$&ZdW-a7HcRcJ$qW4LD#y z#t)qSaNyOj*jwwZ+Xqr?lPVCxgDZ!HmmC}iTahiphp2@ca*t6|h+f3p;mls2vJSaX zV~W_8oLUDkx~N}=&I0e4*7M+%E4BBSf{s4^B!ZlJ-yuXF-mht?GgpiDN+YRD4MTcw zm#MgeU7VZJW4Qr*Y-5A1qx8q)$$?vuBZULX`(=cw_VsHs*Nmfx1&ABxl zAa2MeJz~{)5GF4lZLjV4CU(RpXv9>rUci=oN?u*RGKY8fvZ!h^dxcw$nY@q!$&+T7 zUw-)5!}=5%v%``1Zp}p3qu%j0w@ZOsIjjW)UhebiS-H4`GBX3xZ5bb~P#k`lTIrr` zMZZ(co;>*;)cBP=QRjvQ{5~GuP|#P7@e( z#(k$Q)g;%BIc`a+?=Uz_xUj$*?TIyypWl3It^`HcH5)y=QHQ+dJMF)_Tet!7h~Erh zlGLff)?=KKTLm$!=!4k{*C~%qdSt62C=Bw@n`fo4>c^+HsJP%5-_5BQ^zJ`>@}==R zbg#*%J;cUhD%pO1}hZxotl%}fy9EM?`1P>ZzcMp$k0I0wC z3?cq(Y;D#2UVmF?7_)tQ!GQ%+A3lOU0#E;+n?mgQz>1gvclqo$chEmUj2Ac8+dl1o zTwsK|%b3T&ic}*BF z!91f(q^(EVR@}N$m$HI$QTahu`_xK4>HVcIK;BqqELL+=x)7hTU#zV|g4$Nvjny8q zc4NhLhTt4?d}+|UxeB7V0UKdL6zCx6%uasb+Wm~7g&Kr<<0am}#GoIItTiVZrm)}V5%j6zx{h`O?*zHz*c71l0Q%*e|7(?W|h<)cL+`4l| zCA*i10~J<8oMP@Ax3-8ViD0>qv>iBAE-vzM$39VesnM+WP52a^lMDkuTz7ET%h#_} z!Dc7rj_Z^Guw>M|`?10cU&{RbSyChc%ngD#XbkMYwuiwb3(7I0t-Zb51rzg#BOTm} z=g&XSLXhah!N+MXWIz~bp-iKs*`J`=G%Xpim6VG?+f3JyD(tcRcKiL&ZEe!~j2Ye& zwsz8_U6w)dXHZ4&^CcUFlCyf%rPa4G>oks~9x~)X@F5?}N;^J(Yj}7AijFd)S<9yH zYWsbS#q|LL7Cg%QeF;y}!R8bZHX}>$86+<=-pX2%t;jw3%}o9M@4M~N9K71z5#*O~ z#bv(jP?j}c{)toZsNE|LKa3}uJz_UQd*06+%p6ic)YP{2K*Bt@ml##8QSVVmCt&LW zn?Qx(VpkLDNJWZ?5aHD=j4R$D17i~U*{&jKKYtEq(5JF@lE9W ztHehlId#kH5Z_7h?TZ)Jbe@f~wGEO=N82-Q*C&78&m)q(9V+g`^;VwJqb2ZK-$uvP z5wnR-jy_%pwNf3&W{qeE__+7A9E~%LzkG&V&V2LbGv#8}Jr{}KT=60*ZzigO^?)y& zDsVsr%tsXPhNS=~Go$nvWHR;#wQG{Z0G#dZ+UxoKfA_@vzp~CeEa$ZC<98~NqD>Pf zOCn2B$ubn}WXU=dg{V|^(t?yqq9{p7ixzt$ZA4O}NJxmXWpA>jgrw#DT+j3V^B(W~ z@flpa1K=Dh=>aXwroyP4UA`yItYo!L02tP4Dj?{uYh_cw}m? z9T+Mpa`th{4(o9L$(c-gvenZt0t}+no%~eG+;&29qF4F zIr%ft>p=+4cG7)(p5X^gHTS#Yk6yQKohdQB6oC4GZKnrLEh&a~5ZXRmJQRb+D&Ahl zU3ib8d1OKyy=)*>Nyi?cn#gdwF=L4>E_JeD67aMEfe@QJoa2ONp4vkw;W%)4M52}& zI`_DdeF!qW#(p{$X5&*kC62lLt~$wCPbaWRqR*j169=^~ZXzL%%eX#DQ_MW?d7|^7Nl~{SbRh#g?c22PfaH# zzRQzGew5;%ODUV`O!uf;fk_8xZEbWrsTLlZpgKY->Zs5iv9LrV%&Ikd`f3v8a8kbN zrIBCVAD8jNvBD;m2E&Fkv{$IS@d{b3TX(M0J3o~Cp6h2!nNo=U_-n(P$+0JUv*QD1 z?wyNNlyR&zCut;I9&T;^Dh1J2MBQZPvb1B*4nsg=_Wrz}^-{#kw_hwZ=h{Vo!SLR@jJPE~59tuj;wtu*?Xc z5e?$4K5v*}w*you$+m&h;3ae*_+4z1)^aB8semT#E<$$mnlY)O9uSEid4Wa$93tKdz9_@_yb16H(U*9E6WHKUrSF zJnCrZn|zgy*_}x6_Z`Ucpd3GMJ7z+Lh-0<=-x_mN=6wF@ryd+}6H*y9dOdYi@23 zd3C1y%W0>GdpWtFbrP$TMI}bpz%hi)XjqUDWIW0N-v52)@6}1D{UE6Ym*IAb%$)8y z7IULixe0YUJ{IhY>whe;@%9%gfac%7i=emf`U~SJUKrsD()4)4(JexX3E;L=jU$>y z-cSv0sR;c@yE5EHV3TQ^p&Ff)Tw?iT_72&1($rwF3at)iEh0AIZ0)qJ_f;9pz_6nG zQ>8W(K$WLuI(5pdZYUdBU{uvM^NQuAi=OGdI*g2T&RtOo-9Mu#?yagCN}cF;=7aOe zZi2xNbbaal`H3w35ka0J9aqE#Qi2NDn~QZ}k0n5Zw3!Ip#Y`43nH#X#BwaRO+UUH0 zWMlKQ(tn7SG*$i(vnq4E``*MR(! zH5WI^p_ZH%S^)rx78pU-Mk@N zv6|?v$R7Gr1=C%K)5(;n!rjYlI8-}yrFZ$6@-L!~^Y6IQsZSaV8ZDsE^tP=6{N}bx z+wijGQmyiszSaBSn+3#Cbd&}G^??DohcrVKzHfedmJfUk1TI7vfo1Q|K`0(~}R$5x{e?~v!A;;U-QVm!nydRK6lBMOCEL<#8zw zyPjnI$j2H}qheZ0IToSlo)$lDePGN)1BIex=F+37xT6rd%5h0Wdo8(Kcn46MZ60qY!Q;Z2e7Zlx!+3w%yOLOuF76kEYJ9j zqW}cio;GyUG)6Z#qulLnmz&X5JpFftP#+;K9kDUGU@vb?gsYJ!QivY*tH{gK(GdYR zfT~U7l1nXAik+vUXjDU(Vz*w#azWJPtl;Mc-d`MUMS18}j{x;1c@q3yj^ZD+>9OUB zTgxjed!p3^TNp`|7J)z%(P0W0a@vMhusLQkX6%XCuiPO_JXDs^PRxS~rGu(a9G&^& z1?M)ja`wlSbB&hKgB_(o0mXx&T*|c`ZD#pt5$agbW)8B-r{+jp0-iW=Q)AGZz0|s` z@-wEFoFd*Lg>Gj~vq#2D`18onhgNOZ))9Q zr{Q&H)eD=pH?QuPW~c`A4J{+^E1|^ZeiD{3#Pl;%QsurLR8N)j7;~D-scf_V$IL~a z3r1%_{1k+Xg4&!T5DCY>!8Qm{CLxWxAK%SzAA@}|RMebb-y&j&ecX`l-_{MhT=7eQ z>X_?GP7QL;(p1BmJhkpO??rI+U=X{ZR+#-YYx_pu_r)BA9KzGRW%@|}TH_e&c&B;A zQN7v_fYk*O1K1oG33PrPA4{iN<8UBAM zITRFXA(Sm)X7+ho63}*>S#LG>QtiH%F4%sA!vX=!hs)`c?wic)t2p{BXN5TZt1%2M z64V3|5Mu2Rb7dd-=kkjKAQU9LGfMD7z%&LIS>+0!9x)0l-8)PVvsCTomG@CbUn9)t0 zA0o~at^`9s1fcuoz2aH;7;pVvxu8j?Gf<7CUDuE*(ihgDukUF&bbThaj(cYR$l38!Ooerh~dn8QNT96?tWV(t9s17KJhYxmjqR zgf?%)ri+52&m1)rGST*X7*Q{VD?08R1Hr-%rsFg_99GX3K z@Xrfam%7LVc3w2DW;uOvJbvZhtX`gT_`Un!pf6 zF-ZOO+%XYB4|C;)Jl!=eC^aoqI~_lOsPkx8B#D7LD99LPVr6D|o?BLgGVRlM<6Q09^|I)HtWvHnfTc<^%q)hdjiuIFE&murm5ro_G2F$&P_}h(=~CQy@fG%$`QUCF~;PiHXo9 zy8K%q5|66ofFs$Kdu4`ER0x$OS1C=|&Yr{Pi|a^;jpz(!Z0s3E_{Pa4%FD<|hzt&lEggq+$q>iW~CNB)koCn}A?Kp-KM zK55>&oHS56gxu}-)-i!g5)8XczQiWLn`SO%&lLTi>^+JVxqlYs1Tr{K%pcqT^le`_ zD-o(sM=E@uXcFxR#G^ao^WGRA;{d=V&xt38(2++g=5Mt7p(sbg99?XEWm@*|U4BTM zr*C@mR^g8V2(fwvFwTeh| ziG61Obt3?@a1QdNaG$(no+JsIg%raunTnW#B!!${fO13oSYJs|Dbg2(LO|~mYY`Uz z(n9mW5g~EJux#L32wA)mYe9^zeIO+gmAKguHIefINZ~5`7q?xC&H0i`wNx-pVDkP) zzW9Ex-ff&7q9M)THNm6u^cAR_VyX;gr3Bs7R~TU-7r@tm@Lpinq<+$VEtMsL43WSn zraQ18X)s;m@0fZ7o$KGe#!Mrz{6wt}8GC5h`2@$60{j`R41Oq@cpjj^>L*5`E&-ZG zf&G1(Q2MYZTx5TLm$e7Z3cwJIZUMEsH24I!dlCQ#GC`4ZCn5_(tScMa=&!*e$E<-R zMsb{RcM<&~PA2;A?J(s{e%1at$xUw15!&_FPdU~y~US9VH%;a&Q>hV9FX+5U;@I6 zlK=2~3W|jvEU+$m!6Sko?I=9k>rV4pri9CjYZR0UoT9wtDR>CM+4vD`^OjWpom^7; zjs8pFLli&&xEV2z+r?_oK!!ETlc54NKCH{pM>{Xw z8vBCJidw>nA+_Q-0bi$cnM~(#KI8K@U%)#4;8&hnBgR00bQ2_Df63CX}hNxpzM@XwFT= z;&sHi{$1LqnrT!VV8q1^a(ID0sOKe!Ze_;qd9AsAz@OgMwU8O9$253nAg@Jmh;Fk?jf_C0@Xb%pbJQdy-a+r6 zeE5Ff0Yop*vhKba)j0TmOWe48f!zaWiTo7^`W=t%f8X@^RKy)$ig>QK-jUO^Rp1n` znV2JsVNX=$t{)iS@AdO?NdFp>a@gg;dbe-i7DXk}N01?PAZp3)D?>wDP}7~G z17UY)VYsCW5ae~ea6N%?SXiC<7<74J^+6AZh6VD3QQU@QO=2fUI}KTK-rm6>9AEU< z*fhpmgSwZ{tcdcTY&asIh@rqrxRm^I#L(((B|paSqo`s-oDeyqSr;?P zMU}#&YT;#s&bN}DGUx8XBg!1>a(MX5%rS+!oiN#;dpHO_s3Oy4+76ZbAPtPKia(&X z`cpn3r6gZTY(%ecGN3J99Jh$m7S1Myz(qd6?q_ZDYWOpCc~3`!%TTUa9_sE$`zF|Ft6VTU^RK=C6VblDlJ#T0krC#Hmy6mC+U? z@ow_+(mUeyYE6*pm*|jXqX(rfNQ@xy^aQnjyhvFbkHguo^gwZy$D6L_U&h($XxpfC zINOKlmQC|p7`C^}DSUA{<<$_h3I7?JLR43j_KYX#7&*}Cq#?yVu0A-C(zB3g!lph22+8-_qYlP}V@78?F z*=j>}Yu#OaeoNMay6gAuDW%OHzS!rLEHaX!Wf`XFkA+?uan|c*_Jo)YPKDj@Xwh1c z-7JznF`{-ka!1$=C50#p6>+mN8n??NW+RATCp=kN;GJH1nh6PK7sT*<1v^*rZEiu$ z^vA!piDZ8SI+B-s&Yr8cheiVJp%@o!heq$-=0F1wzc>-Lx3p{qnpS5dNAi{7yF1bN z@h%0qw&sHPfGH^{yv}oWx@gm_SFRk62Jrg#`*oheP>KvaVe^NflERhg`62jYfpo(% zXQc~Lg_cT^`=qz>u8n;QYF2$Wjd2k=1n8q{K|Lmh64VX%^ooB~dbh^#u*CG?5|&h% zA$6Rxx_ZdnyS77icVdbBGe3;4FAxo|hkG75e3D2P-&?hdXU^=wI5rAxMFHmU41j&z z)~=mQ2zU0v5hzR09mw$TP_eI%Lt!QixcV9juYIDluX^O{?uc01<22$2#zS|bJF?ig zaTMwx(INP^|B|y#QAX!3+_W@WM<3K#{>3XxKfM7bLt&=JADpp#d7n=iHzLt0VvJE8 zA8*T$%;fen){`fn*gAG@y#+tCXkdh~*4blMmzp{_{K>x93B0MrJ%+w_|JlbK)1tKP zbk&uVndfLCf;nET6G1Q_Ci{QL1^~P&Y$i61c}RnRYQ$W{!m0^^zYvy!h8z6`>gdQ($ccj+nVY_`vF?jO z^X8xFNl;(1pNCOz$ysj^y_J!;(Er4lZVz_t-CKfEkin;ttZL(T-}V{&=%;%px7YGB zM~Yq@1!&n!>i5Bxc^XG9pbok3k)suHpylHVZ|||iB_+GvH;}=IIY;~W4I%A$;rG+A z5k)F;-;AjX#hSX=$lx?R{k)` z*%eJckL0B$tveXp6rNFBENvHVQ1bp*dU^!U`+DYA54n_rf<#1bx+)ht&|*60EF7w> z9Zd3pEw^tIN&a)Ktcrt!FQXw#Vqn3(1s;0p%P$oZ^Gp@OIKSiANF z%J2#yI@i{=RPfpx9zKh^qo}`{x~y2CT4ATX{rQ>`tn#RWf&z`LZfn*cJ{YsF)H#`f zJ+t`*$`xt9!sc~5Z0R-T%jL~4mK|Any>ROFc>RN%tP8VT_niFp;k7i<>eR;{PhGrt zIJBhm8W!*nW8*lFl`D%4CjS03O1^8?B$B=}?R2wU@ANi2JUtsnA`uXAUwuEUcg?B_ zySDDH+;w?&qpRMH_I+3A@qWR~EXWM4TD14spaCY!SFK;)UAIJI`M2as52rCl zM4<5Qtvx^dK)+@8&-`c1GU;LbRRZ}VmO;PYf|(LXA{z<5EXtDg-x50}8Bh%eGirUQhiNJ8W#2woTUiH+EBdm^3MYBUEs+a{5vD<<96Ed3eLt?>~PE znXkn1`CWqifrG@{5x|H}haAckI~N6CwrpCvE#Xw7vQ*i?vB`_mca}PvZ`m?I^0-YR zp;m8Tj;V+$mJ1nu%E+TWu$m9NJ=cWo;h&C1#LK6j4KxlnQa}0sLp= zQ-rV{RDb+zY>a()HF=B5dp+xGpMN2~3*x(hWGDE(?s;athmq4JrVb^MCYVJS{w_)Q(@c?PZB!`|Q{h1g!e}+O@?>rc=U69~I%^%LB$Fvx=ul*7onP70SK59&9U3uu z;*;6=2h)PLbS`{%^tIR3_vV_ptJkbaP&;hAcA=Hz3?TyC|++v)_A{tQ3xVq)%}4!Mr!s&8-F{0rBZnDfQ4-0&%WSnquX@7w?P zH)h_SupsO3OquQ0DN+)Hzvslb+{`qtlYQ#g`Dc~ov#x!zh-2JWH09V3c{QuUMtAPS zKb1ZxeWBZ!yoDezS=Az)Zsskg;~zeM-tnL=?q1i8lRZ*jO^t0luQY$lU+eOgX2E4&<&GBd#LTK% zc53EMgY%u%$*3<6HyESnz1Sq;`J^wI!>Za|pH;T{mh+@+`%~E?d-7(EToL}`|YHU*y~{9|KfYkAguY2g0=h6hRM literal 84434 zcmeEucR1I7|L;d>7cDKTP>D*Y$S$L3h|J7V2_e~A1Er$O$S9FL%Fc|C5hbJSt?a$W zdA#cTJ=gD#bIx_Hb6vmd{I2U9*L~ma_V=Vgp@d^{l@O-P=b_{_Rdl zDzj|-;q4E%b#LWhr;B{H%l&RrH-&xey~Gw#tIBU3C(f-6dSfqISEv}9GI@DQQ@3Et zR8npIJvQmh5C8p2_Ky5b`S%|WOY^C>ZTja+@7TV?e}8c%hWoCh#6Mq`pRPH`^3PY5 z{yFV`-|$>XXW8R_-;um)i^{)m2&;LK_wO56;)?$NpZHH5sB9Mrxd#yuJ-H(BuCA*j zKDM+lrx?@~brgFXV=Q&7eJ$>~+l?hZKmRDBOv>ok*nM`l^gCT{Z^h-#NK4;k zcYEmOR%OPH>8p{+TwLdkIpsLFk^1SAs7EGey?lLL%=>EF9&_b5J%9fEZNWEwxvggx zdaI)@rFbM9sw^tocUfFqe2*K8JHv_4RLzE9N6O8X9O2o?fyb?_+MQipdIAhAETQ^u zV*V_=$kB>m;h5(SzSO4}r1W}p;x#*V?z}QTJrY18Y4D@IKEJY3HazR({gq1&M|LSN zK6?8zNmr-T`#_{tu7l6i0>?ht;3x4KnO6(l=w2Mv^L$&dhlM42+n;5b?ZUvoaFoZW zz-7ZRo_GP}c=eB!qDxPvS{y@S5`uLM3?Bdf9$_Hxq%MF>TEDEXHtz8U^S;HhZ{7)K z{SGIlq!i+nm1MbQze{(1_V8ik+UqxNoZ2cmJvZ0U|1-&Is>$-ol`B*_Iy&hY8CRAT z7dYyKtcEFL-Cyqe`EB2I^d`mL-o83sgI+{LWO^X2rP}??;QE6zlMw~3v>nCFjuNgk zjM}$uJt=xh-|_9u>960vi~Akc@QyDjE4zR9E|rAbr`d@(^h5Q93j|J-vJH z-tcN`#r*;TyFA(2vZtCaMR6K%27O2hIIN!TB=<(@V}1Ru+1c5|)YPJ1-`<#vv`ePw z^mKM=V~lT`nLT*@de6aw2fxNBb1?{6T?`)>>k$tR3wx!Upm~Is_kKpkiIp36J%~|G zSVlRl@!`Rh0+)}arE8_6q=v`GKZQ6hsz#lNdh+DS`WOEGAFHb5yUsZ6@+ZI*Myj?Ptdiu&}azd#7{y#fulOq@M1&ZDCO~ z+ErGw@43Z5y|Yo%hu50fHb;&eaY{)!CL|=3c(rgXrP5&$%Wj#pr?<%1XvLEx%;A%r zyc9}saIj2WX_VmdzL}62OzxH8){lwF$qybqT4OWW|LA*!>~hLrW5#`2(fN%Ny*2mo z(9I5Wh71B`kuu#YC@wUNZtJ!m-p$SZu6&M-g~dk0WCfOm+_BG}Ka2HL1busZp5AVL zq&VHAW94z<<|obBwq$-keSIxXXSg)m$93-I@ePB6gTGpGMa#c@F_{^?-d~@x&UUi@ z<6u)}+rU5^kCdKT7>Z<~5j9y2O6+ZXnm~8ynK9|Yhsi; zYU9+796KgCH#zX_wfHI@i>LH_MVLjWJ>o9fpB`@Fx0^m~Bb;{St8O zenJ8lHq~%nLT>waS<%9w+$DF^RF3)t^^DCOMNh>soUI)l_b;dDw_(|zynK0A=$khq zBgM=Gjg1U@_Uw7+?q1YY=C^6ruITjU+S=6eAIq07e`nfrfkDJ>2Ocjxm205qFfZ>G zMnMaS$J-8V+_=#R`-Y4KhUUz#5|7yA|7? z_1XM))e6&|3Ppci)K@+i(tZ{9v9gM9rap=PV9CfwpOuz=evQZfnvv0AVXI*=xnM6Z z)}~BL+3*B|x_Ie{zB<1EKI3@#{j2YF{{9`Mux;~ZmNoZw@1&a9E*!%F*`BwqJCA_qiZ*BvNN8zBN5evNnuWe$v2@Pk!Q)v6HDP%Fw^Wb zYRNf-8L_sqQkczo^zfnPsz04hanB5MQg?T^ypd77Om;{}2<|2M#+QJ#6H~tl#Cu1LZ zcD>5w%Q6-g7G3*-Ee0E-j=$TVcJmtxUU1;>;rMa~ykT*1Zb)XYDh&hw?viUfQF`Cs z%1Ebt`XnJKf0mJtj}I@E%pWN6+V2UxaP8_W>!p0%z01_{~oIp^+Uf1vz;20_FxkBl$Vze!$v=Y z=TlNrs>1qJj4!FI^a~6OWRu$(9)8wO=9qrY3xc6`2Xvr4Z>0jF|2yJsoaq6j+& zhbQ(AP)xXj(obva;B))DZr!@YVV8@|maxTW51K>t%8H5#{WSZG%uF3DtuyD(7e>mx z+1iD^SJ+xO!W1WL zkrA)6>`5`f7AeY^x-|m)h?!dwQKAx{f7^Koi8AePVN}{fQRD@eL1@9*6V^6{dwqxSFT-qz$9$*O4@55rfj8zoP?d7 z5H{(P{j$LdR{d4Yp8LE?T6=rl&~e+*xk)Q_b94I|r^a{Gpmsf~RKdsltGF%tRe+T? zhO#TM-%YvQb_&gS4+qEEwzjs_w6w1A@rP%}f8$P8AJwa(rraKC7N+F+9#WGTIJ=Qr z$YwmUk-O{BvMBH6aa{m8&LZ}+tym7z*vHzaE(%;r44sc$wwIJ8B_(lIYl=*bPFC7- zzg|W8@Zm#OE#0y)PSYGfMGXa=S$#X0Flse>$&i075 z`1$+w&~4wY%y9#4rf$t2o>$X~N!2eiZu+o7Y=*X;fcPCdfIL^YySvK_BxvQj1M({C z_gB&QuXMswwdLJi&Tlom+nq^xE!tq=o?lpBKazB5(WRa}d*+1U2vv%^+~vOCjb-13 zz=w~v>~BZ+Mi>0__WaAl>t)*lPnfRMtq8meWY->S2|(zuFpHI`$>z}q>=K@8JwMGo zJ2m71WO{XBc0!*v)wh^!NnO)ytowYpg^yvvq0TYI%k8W}LJZQ<(uwci=YtDy+fLp( z7bK8U)uAw+;kRVkns@id2Xh1GIp!00*rePU9t8$6FbG<#C(EU`CI-OmX_9WG(l6_p z8(e~1cT`nX-F$3O35<8uOlfb~wCNkCph-J5fSY0|Eu#Q6FGNjJ$j_L%WwYaJ)k+V+5ov;M?^$KW;!m30RN6mkLdWM(JDRg@u6F}euvYSmwW}^ zzi$Ce$oJ>frFh@ELhZzQ+C6L3UPVn!Tvj%rdceG}uy6bw z2nsHzw0CsW)RvWX4KOe=Ub%VmVRG`(a7DB5l)7!X3zPJeyo!no;e$Wk>AVoJ7XZs} z0W2=~_H7eZ5f=K*@M7sRXD()P3>Nm}p#K8>i=*5Gi`ZZOZF27X`EQw)#<9RcfHLWh zOF31hdmUe1wdNexWXp|@jEt<}R&?(E@-lZkt1-u(9-UENRENM6s=w=Jx1gZf^>r6z zWY!+P^@D1dkrwiXwGAJ~BEMbp;h~>$`XF_)WW? z$a~7|~}Zrj$5b%0e2Dng+!Gc%LTR_4c54D?$)>4zemm6dg; zxaRx!`;Q;5JFJ-%X_46+Che7IPsO>oc6da@DlIK7!uURZ{3tWP1^R={BPJ_Liy1jM#S~p1bt$5HpD=;6b_)}A zxS5=s92s*glN};<{MUGP9yhF~=H%qO)tt2xyO&Jb`}glT=nAkgu@!;8=;$aS~%%a_qO|3H$FvdYsj z{pO02r%y*zjj>FDkWko97(XE;@YA6OSf(|vP&=nvmKI%s>luMfim<%iS&!YIt)WbOwcErv9Yo7YqH)YenG)EAf2BpD~mBdCX@ZD;Hd0MzQ22W zuL8smPfkj;s(x1x|+{|Ksn9J}{{0071NF^yN)`c zi9xY=tmQDX0(|<7he*EdP8ZgcI(s|`Bk(DiGO{lLEb?n> zmG<79V&UTAdKmifz@@jXP;8Fy@vWkOo5tmv4o7pKf{jXymIZ4`Nl1iE9GzMwK{lwY zl#~n5WarQjSCFu+(&)&@b5PiDu)s5*jL%W`BPKrp5|@;eNE6g_?fUh-8yNU63fRvk zZv~)v6v|G}W>hwS9SWPgs-B@%ve|EWz`~O9@^c)A4=Y8}3tABLTn)0HQfFgjbtaUZ zBZuqYLGSL0AkK-wCbjqP-aQBV3PUeC3&7x+v$SX%1sW0V;kY<+dbT$vAq?$88hhOn zB>^JR?hQM6Bfky<*Q_{7JSZ~JI5w0EF6UvRV6r-#X8WOtrouEx%VuA z_LeR7%7%{1SJ8M&$a!x&bXj5WM`eqSyu4>Mc2@}i84ox2^Q`RbaBpvK`2>wLqo8WQ zjgtKQQ$Ryr5SeyoWMoLA4fz6ty}b!dszrMF%Jt9s`}^5gSy{;o?^sy)qW13Z>h9*4 zP*qT1J0B#V_&zDg>l%-0c()1KqbGnI=vbtcX6O9;Ji*Q=m7JxTUA)ODDL%XSjOJy= zSfo7_)YT6jGip@1V`dinRd_RmF?VX|=*~6@iiturW)q|I5qjPA!ZnK7RLfVQe=biq z@AIwN#uK{a`QQO{dS)goHU;)+0F5gIwadfniI!|*_~ixna%*dA6>zDy;(Mw9HM{e$ z`UwfbzX7U`|KT~`3}QexcO28-N_HiB<9S!{@dU8ilj`aWIWyh#fE_pg>Wc;9jo?SW zQi|dN#}|Jh-)KiUNY*a=sYhrj<%PK~9v zt$%Nz)Q2-M(vYgG$oELx_1UV09Xse>#V?dCotCd?Vt805nXF&47D^*mQ)Nt~TSlvp z&=`m5>kVU+VgF|xymF`LyQ!>9$!)Fg38n67^RHW&+8gD$BrIdh#MFM_@Ayeb{4b4z zWVy1M6GPyRE2m)%^`0V@A|{hydE zInK|LFJHJovv%FOV~kQ!z#o8Z#~6#~yHF2@M@LVcIkOsK-%-X3&JSE%t`xyz4am zwHr6`D=KKvq@}>IqXwu?PH%t1p=M@wblI|H8|mnrA?3wXue;owKv>iQBk^`gJ+oX(*7}H9vg zB{!i@aV%)0-==ya_4FQe@9~L=D~5(oaT^_A6&!|tofpDb5L@AL|Bm&3QP>n!ufgoN1>5CJ);?r^c;!gh$@r+^!Z+8W4t&UZ_^i2f#rn$NKb7|?l%uKC?i@p`3O5 z_wSd~kgO0X`zv;%*B`n1X?0_!CGE@OhWFCa_`q@9-su##Lm3zz8990KB-L@F#)mLU z+Ca5_eSLjjUW&13at`% zxz*gDHui3At|+#AqV~sS6fxYH%le)7`ulIq<62fj*;C$Eqkff!_Y9q_Xli0aKXjv3 zl1w`%YuqGxHO5S{#oOuoGA?V~5mI6}+>T7UzDX zo3LKh(ZTaQ<0%HhKFTI7&z1=Es`&avS5;Nj5u-+a2`MR#QliJ>@*lx+AwYofE3j1& z>P;gLTQR*(ph1^&2AIKD*{!=l>1zNYAVmY*V z+cp>Q;7GeK{=BEd2kxy{H(aY`d%9JB!zb=|V zg(p9{dNs5(1w8Gdj3!myX=Z!sSJxDk&0`=d0g6Q^9LFO0_3KwF)O?jJt9Ml#iLlR7 zO@CJYn+14q`^3siUKoXL7z{-`9dH+6$R}; zUTx?t;@lL1eq6#>M4VyeLG3NgjJ9YAsfQ1?nZhhuTRdX-zRS9IvkaGb@UIL2+WJ{k1&$Qk z@1KXte*Vm8tbG2@WPGAV)$9GAX(*BMnHPct+EC=Cp)YV$8)My2D6j#eF52QT)w69B z!{MT=CT2^_y-wqjm~-z7fBxJlR&sZ|_cMf>==!ox>ON1NKK=Io`q@B8gIYf)&-{6^ zFhhV4n+?#`uR!p@dLjN$Y;0^I==?8mYj|NY((YjMl)bC`%9J^ThtM>pfl}#OriNOW zvAIdv18EJbS}gQYWfU;WgCX$_c4YV{l%{qdM2VeV7tF7GzHk58R!$WLfm=B){3#lkTI;ppQ-UII@!!QlIf_R0UJw2?# z!i>3#vz$OgbSCyAh1-8*T5_TEAG!78$cvXRJ1~!M9UmY^LBl8zX2x7pRP^h|J65O$ zt$ls#fB>BsrUX9);jvj3{Z5+S9(h2^5vrXS2ViI7Oa4#R17Fw1Lq|9}C z$=)7rJxT1|$J@DzK0Vq(ML|P?d|n7P`V5K+>|5f*gL*-5D15ky)q7U2E}jw1Zxa)f zyRhwKE5_sqH}}c!Z_kf>;cH<}nHU|-$8&P)6s^BipS*?)(YH6N$arHL#t5s}!Fhqa z{D~`f{vLe3Wfb@&rRTIW($jaJII)vgx8f6MG7&rwXlTQFJbnB2k^X@J#qQW>nqz#t zyakZ@(C%DN@*$3|zPDSuI#LdIU>)_YRA1||W0~(E@uBAI5%6B3Dt|^B2H?RT*|>Ep zwU$qyzfiim_Gf*)l70nMUPA*tz>CkWm{@LLNSQd!fmkleuZA=(xPnNAd~|@b@d;GN(_kLZT#q=1u-BL&H6*m*J5)szu;!1J>?9?+*_v!*AT zN4;mOMHuLv-OL?aq630FRK?S-w3r8nHt-0ZZHq!_ye-nz4Q{?N*?#h zF;+^M+cN6xBS>{N0kO4YB{{iGOxuNA%H>zuFCS3r8fRNt!_;D{ex36ZEXun`4V>|O zfMxy$Y@bMP#F>FI+gd;?`pJ!s^I2e^`rZz`<>%QpzsUNl1K2DO$|2h##=O#HWdMzM z+^MZf(xNb_Pr>%a@+2lk*1}{1hvDR4(_;i;6icj@u6wfS2~d;Ug5<#l?i_XnuJ!5- z8=QlKnXp2u_a#usT7q@Q(FM>&Y%-8IQc;NB2r~nfmd?Emr~+ZA%_M>ZN&uS40INp= z?+PE%g(vx|F@qPqLHp*-)%5iAgc1;hwwUgW2T4#H@~nzw?K*o2J-gp z+fMJ^ag){qEd`}T!Ekda>ToDKT#Dt0)JUQ}YhSxY4dE5kqM)p79fhFOqutM0Pg5wb zU%!@V5tU`?85_yw?*<0@8msz;I{*ihI|Tz*iOML0^@(cU`s>$f+%^nL5;Fn_ekGp? z9qr^+$#Vfmr42=8gN5!Qctn)m(Vd95Y=Q|y!bpI_my>VaHO^g78W>}7V*wQ~nVU4U z0|P<2$p!j35q_%&QFuwz1Pf*r%qOC4eEaq-ytxNI{}v(3Tpg{r4rcw$`s4%m?%jLl z<@KiOxQGaoPSKN-@Eo^RS|JHT%AJt)sD$BCnsH0fDrP$;0rTFx&!1O=YA8PP|I^zv zxzz7UhFw9GutJ!LP%y}Q-ajV`#}eNDP3e#fS6$t9)XayE9~VH7eP=nONdhN4{;}mE zAwt&ou+H`XMqjvaVFxTI0Iy*b-B$2*pAXxug|M9n?AF%TcLTd4^^}Od`0Y0+P7fYD zAVwa=2~EFn0#|Tz4B@%H7HOET@S0&4v4Y6Mb^3%h0D)ay|J2p?PmjR*#Bv=Lz9wji zqPe|76ow+>X#mnVJUo0cIV~k6Zg{~bbzwNEQbhdJsbwgPD*?miN6WaNX>CGhL>Ezc z&07U|u?^VwmVTRCuRe= zjTb!EW&9UV1c|bLf8~aJn4(*|kh-CR3a%XWf@t7JZ+@jj$cDJwy*rv(iPA(xfiC|5 zHNqD zvKRIPKjGO)*g%d6{@Ex4B@fCSw`un|$*T%Rh=Gv2p0+kA&|ABJv`zzmE6n~;EJEv+ zr)}J<_X7?X6$L&|WVJc0Wzik_ZoR8IBYL)0fPeo8iO5lN{-RgPjyh;G1EqbuQj#a4lOkNGL= zQSiNYZ&|EXE)%q#Pso(|^dddwwr0z|SFc`)>DBlPo!Bd@R00UKj>ybONxaZtqS&>v zthfPciEZ?r1*l68i}(|^qQcehb#=uMPHG(9Qb=}?427QgWhA7CqegTx4`xx@$G?E~ zD3lnbIC&Y(lA)fsv}XB7C!0(u-mx~zy+iIpfxGo1k!s(*eds)j`YrJqf?1&O`g5c$ zv9JsjgK;KAZP|Z8Y$J8y&kL1FX=$zyqj-3EM~2(P!w;!e+D;Ge0iUHtcS(7)%+hj7 zrf?jvTjzIGI1yg3A=jeuoAv+Lghl7myNX@)-7({4A)xg(1nZP!9#HbYvTHOWj1-m3 zFY(C&I7(p)+(vK`eyiBtD`Qzmy6xfOqJ;-_7cEjI8;RQ+6@iZsgOOClw6?akIw9G{ z3SZfz2}5&HU41?DHOU63Myyy?pnftjFN5JoxuQn-+)-0gL*0+5{xL8xfS6^hd^198 z==lhs?AW=Jid{7d(T|N=w!E2SNWzpgW|*!*f%#*g5m-v#G-}Z8#d&LFA~`hX=1p(I z+eA>P4Jj+7xpK&;F>LdHYQe7wV4CMH@HJ_5D}xJ3iqJf0KCjPaqSvQ>2>*N*6r`cQ z>}+%KnC>p&1e6OOH@&ue=ftEWaRr5~`2_{Q;xrl>8d%$_fCO(=g-JWlmQ+*}fyY0E z3qum4u;CLE6P?iW&@>XQM%v|RhvRRRE544MffvSs)C)kk&y;HE&;blllpVqdF}$@M&(rcvb&U3tA?%R-ZYD~wQ5XAr#Y&NlA0rWu1q1@-!us3n1l#m$rqqr z62~48CMMrlYQAM@F~Uj^?%8G(OQQN{BWfel!x(j`{$wBBBSs413eoaYSKEI{c74&Z z=KR_@5&p$eFQf~}vpsI1R~5e@YGX1xu1AIzY5>Oql6!AZDytKEyw2a@5)A2m5fFge z4{hAh*}x5l9G!E$qoX6rWgFDM0=^cz``|sCG|7(d9AEVYBZ`TyDkh@ay@1$8sHkDX zTZ?sdW5Kc%q%y=k*;0(xW?7A}fJC@JSM|#njX)1rX)t&-Z&Tgownc zJPlui2AjVyH#LGxnqp-3{D~d>w_nKwedu|Gx(3rs0*Ol|A*)yNOB|KFf4GX?Hsm~Z z)key(qIZTueFCs31eLEzZ9wV=D?fZ%1caY*1hu*`+g4dlQ$gVYSI+b@c(UdNizbPY>N*QHe#!g!+AgX1^$}Ixo)kc&P(p9x`oUym&`!cI;6CBBXXR zU4Cw9`+QID^CIw!mPttL_U%OZCV2aa*Ge}3`u+P#=jZ1fb)}UbW+84Tnsi73$-Tyb z1df4y=K~(#uBfT0BhPz6jcJ2t+*LHov26KrDhjjx`15+7`@jYH0I6@MbCP>nQSXZI z8pZg!ni|FOj>oR)5n*AG!eM{qJxyAn<$YSioh4h)%Nel=#4Rk2qu}3%CKHO5(53k@ zDCp^{SG!407zXNX6BF1))b*)`F;$bG>Z{kT&Bv0ya`oyxI5SrvQ4q;4^a~0q`0)c| zuSuLFl${tgz(zzwri)SNj7MS%u(7`-ml9{p87T$}=tFzkPFEBtplSF5Y56JG$ijgE*A2O{qS)5;8F zf&ksVb0;4`6KxDNG|YCKG?4&m+O&16!s}_&?B|HJAyu*mARTBLZsK9QbNJUc)`M!P z=LQ<+R;}Mb*|KHJ!OO|35mkI~60e?d50Ukq$N^lMV<-;b%+Wi zLj0p%xiY`GnF&1S*Y^logvya~L2@6!9D-WqQ}H9}g6wDwb8VcSBBL@iC1P!S{(J`W&x)fkGcz;9 zq(e~n$o0~#)3dW28e1T6p*COr`Tn{}ro|y>g5)mk<_6NH=f^7PR_T>R30A_WrCmkC zAO;RkqO8b!y@JI>=m@I6TAS$f)2C0lbt@RipMk&(`HhHWUi;1uL!UaJ^rQqlb_1d$ zKj0}4V+hse36tQyq`>0ge(&%hpi3mq5y#z zS8U9GP9%;8TwN9uuz+(GKeDWOyDLLHa0x2*6IL0DF-oX@@|j&SMyQ)-WMuN;htcWg zkrf5&V)dFea`iO4=DiB=VhNjbQ?75QuWu)bE(r8c$7v~Ic%x!!2g(0i^#oZag2Z6E zo!aL`MZuONN2Lh5LHVONfd#(7Uj&@VOKWjZlS~Q=hSB+C{K@civ(DDg#LLAts!}#m z`pTJEv1sp#`VCAJ!jjxR;K~I<$zkRjhkI2;y4}LR7vZglb@qxb@+8a1s2@(ky@ffE%S=*)RgEs!8Gho0bPV+f++Lvth^JBx5`K=?Ok z%#d8sLc#Y|9l_xPNqAV8K4-L-PoF-qZ&nG{tB%|RRl?ho8w=g}@#DuVFxiNafHP32 zk%@2YVPXliqeq0 zrmg)dlIuKxymP$IQc`kiZxKm|q5}~u4%3=+^RIPv5X^5o&mQEm2wl487MS_ZIo$;J zHL?0P0Pb*{rbWpwBqSlyvBscl>0n$O){#sG>Qws|1FSxA>?xvVkuroT(lx27*-sh% zsT=YUOd{$Q%p^c}EC0H`n)4=~8&EbN*u0TfwXjHa34QIjZi`AyES_CIt-d5}p(a6V z$tS_b__vo|?vK=1?oM(%5F4Wn)R)8voSj#oF`pes%KCBF)6lKAV)ze2Mq)s zO2(b=(0*VgoPH&RkIr~^mU-VclJ$hb!l7XcCGl2Ej)t5C@?oU*0{^<6+qawoLO_t1 zO0I)277(3bU7VUL&U#$={A`a*UCbD%m}nX})upgY6wM#}Q`sAEhh}7CM8^J4-Umag zxZh|`>2s*rdHIed}O?T;MapD&J&)U~U|w3Y%{tMA@hvz#5_*$$^)d({A1-W_B=o+FEB6!en*97$ZQs6~JP%A@8O*fd zV`Lz;0q=<%jC{f{koDEc{+}`fI0Wko8bl90rU(N^7z^%}1!^9SVJPVv-~=tAG<%L5 z*$6iYA~!d5-*-56fx50Va`2yZyD6#|_bH~O#SA!F2>O23a0?w>crwe`3P_58r}=1& zrHsXBSLnXiQ-3#S3x0qa>+p3c1lk7b5J%(Ubp)T44VEM%d_J~F|JkwiNY+)oz$7iB zAZvGwVa=xJ95X}ge@3QC2zHJR&{$2*>*v4Dg9INssF}3mhT#|OTQ_3g@!v@@eQwV~ zzvZ;71nTCo&G(O&ORA1tOuBL2C$3(ieD{djzgYnCr@~Ia?UNdzm6+wqxYM=vpuSq( z`*(ZK8TjiTbPvotu`%KC&6;SR_V7(h#|>YsLn83cJw)%2`%d+*VYJD|`M=oF{qdzA znRV=O(Sow`EvJ69Z!_Av^2k%=Gy6SL#iAss@4KZvwBTfwSkJ$UO80#|z0~mg^#Q)` zT)ErRZN9pklQ}6ame|1b^3mB_$@f`!)U%SgZ*D%y;zm6kBX(D1!tu%_L%FTn??!)b z8&iF(C^R=e*__*xH6L#}xt!v>FK-z>is98)Y88B=Yz?5S!#Af>TePY0{o>7K2g#4u zo_AV-Z(^_4;6oiK6!xQ3+sOC-$KI^O`V)s>iaeM@AVq~^8UL_@7(jv(aZm{sn z5IqY4wXRhgLWoQjnndq{K}~c`P75{0+KKCx^(DUBk?Fueyoju*quTujIOE{tG;Ox- zx&HCqir+1{j`zo+V`6x%hFi1nx}AJR>ZPTnJl9LT11;+HR6m&Mx#NUDeLcYRHHai9 z+8%7-u^#Q5U!2OV1TGKaYqnwqR*s3AE0J~Z3|SnH$e3<_Jf`e8q5Kn0%HrVA;$cAa zGA@Ua$6$<+n#{C9!(t%WYI8G*1vG+UmgM6;w5O<5p0*Zl*D8-yO}c|1wk}Ayv?s{d zTSyG#rh;t;GgkIg`19_EkyMH!OgxA~v6X-|Rw2L*1$>W((C8V%fkSDHo{;T?#>#n9 zu6+M?nmGth+!GZMT&k)Yh0&pXLX~t2Zz~he>Y}~9Zq1h?SJBuYNhA+w29+F_C zu^@pCC|RX7%348qiW?B~cOKJM06h1(BrALjo%5Sf9a)6@8w2mwtVX866G=6j4iMJZ z?B-|D(b3rfnH|RBDVYsAxC=5Zrv2}VZ@~XCkJm8$a?D&r%j}zERAl65%iOu9bN)Pg zVLBM!*1#p5mY;O0Sq&cMgGsEVPaqe|$u+f{H;lCC;Z3lB4soeMbZH*y{sCE$nQQmW zL-_2bhZ}DfY_OjF9brkYtzp?@PR1cS0}QyOg9#T+lV?UQ(H_evjoz0?0V`o29VuJUB8ou4Wv^)7*lSy(5Kb%*m%r8!LEx_ z6+WPm!5~InBe;dsL9Oa|rY8u^sa_EH9k#FcVNvV)SSj*>0iYc3oBib=f?x0?6ULvG zl_i8=M$A;7Bl#f|7P7$Eq!To=tFo-e4ywKnLz>L6;XOXK!^T!YS-IzZ+2JzS!lOwc z3kM^DZF)5wLvRWjbS3)Z@)lB)Y1pWgSkuY2L_XsNyqpvr!0Ypn*nkiGSUrSzN_2CV z5e-`xvWs~)Jfk^l%!Yn3XrCVfct^LZ-#!U{_&J*%P8d~Sa|vOg&Oq@pFwiZ3@f^(j zI^vk-HXm@FgcqSKGGE&@t*+e9b{zh=YNBWmAS4z^pB`*uk>)jI6775F@}(}y$vua- z*4_QmxB`pPw9%xv>$NLWDde#rl%e_$FO5DN0O_a%!l;5Y#1^tbg;WzdW%cKEnzo1V z2>$T;Kw9n;Gg?;v)P>J=qRaad&+XPcpmKqstg#D&89l*)rWGen%=IT3^pQDfbX;1P z>E_GzC+8%AmEw~sK+yFo^96b%-`pwL>lcQiqX#i#+hO$=IIkCuGeH@>(J?f&hnC~k zBlqU%vyq!JOl$ImP<{(wqLgFE3m!OdAc{8uZ}#Ui)-=i*DQX1y z#wE{kaB%S86FOiTyt!bA^bN1$;`|e4Q4xfO&SzQ-@aR`ZHk#LInD=Vh{3ZuiI?0B^ zZthj*JaC{SEoUOGo??hBmNmk~q^c_@Dt7&P<54j^(qW3sW$of-7TjarM>gDKczC$~ zQ9XGGtJT_Mx`Xz=x4=A!!;ADqOBpZ;0bSRHVv!lAcQZs|X5PR9@1>moxby$F_W$~D zMxPqH_zUL!JL+JvQIi1K8E`PC^alYGcoDua8*Ds*GWBJrZs2o75{KST0x(p<_^HAQ zfcA9^d&m$tLm{FYGGHY>gGF9bGZ-W$99KSp^K(gv$ZBy~*qx_O?Wg5njX-rE+DdoM++f)iS4Lla7zArVWKj;F(R|U12=ayPlXPJKK_H%+UteJ{Uk8sNtpw6l07^q`)L&pR-?^VO16<7u ziSX{a+(mOzyr3k1xG;e8nSrqWg>&b-xX32xb{8D{46lM0WdIKGVqPNyxl!Sp&D9&` z-`OIq$cqGbqy1FVPC<)Xp4VVW{D!B9QA=ysXn=;VibF>5%Dv#k1`gg^ zcRoL@Z(y9!x+lO_!~^i2aCa} zoT+TP0Rycv7@EQO2!R@RSrka)oS7TG2UR`2E(jcu9vv`t6oigh>ft!waW0U5gwnK^ z+_Q`IvcBCfd37&9(F_J&takVD_3bX@OejZ9c#nx`su)1d)6mL?&6U}~irgzkLkJvH z+Orb`x*Q9F7un7FVGilTnf>pRp*o|V#54Axf(7A+2;X?)yjiDm?yO?=0w)KDenAY| zOs{fo0J%}sEx3tR?akVZ*Kn*&76wBf^;zjE7>jHn*|TYx87O5@e9ibbPU4<`c6QD) zYqXS;sA?BPW;zAT@lgwBV6NQPyIr)8$X5-lo0D+FuY zzODIBtJ_LddomRouD7pmExj=c?!bf#R@FdFBcmgIbW;-(S$E-nngKcRzi*r=k72}4@dkqzMNclpDGb#JBUyvN zs42FL!4G{^SgQg$fD@HS^;-%OP_>K4w7a}K@I+F@53H=0k@UMBQ~GxI)u;3w)=Fs@ zsn^1hsY%;GcjZ}&CqwF)F~aETzF2Xc099Xbeg6c+AaXUOeKsH02lq`KLSi`-L)GieT2a=-f!1mtgCSX0|LG23Y>mvN+Jv zov<{UVERpRdl&gXec3i?N%+7ENa#mV@=Ot@dr8KNR(Sj(J}+xPK}o5$w#n@Kd4Cam z8!SN|ICA@E4vHbErxl;x?v@1_cz~0$3>iOoG+u&(>2E4TkRvHS5E1AJefS0dg*Als zJ1DrFfIB6SAvM%25pnB={#VJDJM#r;Jr1yv+d<|qbmVQf)lTIuEg+qz1A2%c?`72=i^8j%2_y{L8xXLIo-Fb37f7fY9yk$H*mD!X>_>q?B4bv;hxvdpE-?BwEz zNRb5O$xq;^O@R};Q3Pu=zZ^Jp=nK?N9=)otl?GtTeL~MuAd@ljU~yx-3_a$MV-|&D z)@XQMeC}xHXI77LFtn);gh;fC33gWI)%y+W>k?*3qrD$Lr1Y2WS)#6OCYuOQ{XK?? z5I?QiD!+gaf9kw=5qUv{QT9Y_pu_C%ln?`8S{!%niA|~~#pkPhhlDqeQmL0u^QX=o zS{55r9wf+zO%%5vgpc!>9}`_N#Rq=8*dJ`g65=qchh6ve0V9!W7%pd>O7}v8tDAAo zEoQPk_=ob2ec{_LowKws)Pn_L96d>HljcNlUcEFXISELmVHd9@`E&KCtj zn@!oH2qU$Rp?6VsXy zD2s)}YtsJd77&A9isR^hM^D&@f{=f{Xw4UDg{dZqFH#-Hd!6nNKBGqZ8`?a3tP(kj<5LJz- zv8W%F&+<{n+&RawlnO0__6pq2&07^%^^jkX4*A|Xfu{^lPEOt=_-7?0uSvA1Lhqda zF1qmjaDpK|kW+MNrt&*JnMZ1ne0Xi^*S&f5B}8}9ns47e!?o0vOFH;@&n)OJ)>yT7 zYE^Z+QtC9z&hs@@f6^dVWe^Cwo8o2cIM-keehj&z?iy&hwC5&PDK=@M&JbFOBYNk5 zvf$NudoZo*keM%++^*qGK&Ellh!j-2KYSUx^NU~3c=%hRKT6IsmOOnitTEDgj+xWr z?G#rbDy8K>V_xu@1n7_7!slw8&+bE^*1H!^eorHey^Pr69?|KKw4C8&NNTu_&LrOJC^VDQ};wWLq;afB5+CBKKSO-}T z1R|rB+(DU}qdP_3v}_}O3^AY#JZBUdU}TgUd9d9yCJ8-QG-nV>yp%?Ml9!7MT!R8R zLo`hQi+^9KxhGZ^Lqp_1oV6s%#aq}{ne%k{;3UUSTH?JFS0<|33xx33FD)f3P2}#1 z{mUee(%|O~a}6!W&52%4v2({G5aMttjr=pOhyN2JzB`=~>+BL7tZ@=`FWKJt;n=?u>Isu zupg1r3?>pxcEcav8vPMoDo>y^v7NwqoiSt*dcaf+dzD%}YO(AtDJo7lcN;A&rS`OU za8(pLPV*ZZThFbV`ihZcF!{7e%Sr@);=H)i3I;O*qzAl=DqZ5}Cv7U!97mO!IqYL9 zemF1LTp3vMsJBsYueYccnfUfDS;vUkGIJyDu2pmg)wbJTQO>Rx)NatLiBY_4c{5wt zv{c?#9+`OKG`20F)jAQWFMY>NlP%K6|nrYG9OR6Rgy+?T#bcXGZ;U1EE%S zfhqpzvVrMmiyEXfqy;-`aFFBc`5U z4v2|!$%{yN1miq*H{>${UgT9({R#11x9#8=^f~%KWetrWRJ9(wu7WUZB_&@3!8!?o z1aULPXP?&9#;d$zK}ffB&Hlh=@KJk!%eoc0j|!um zGFM?VgdJRAeez@1*GK#Vx>hGHesNr^T$*{cu(k~XK2b9fqIqi(ix8!;Hc|BuswvPyp0#r))6dx}( zG$PvxMwG}gys!H#fR@NAD~u0iu3)FiQ*9hb`;GWpkoEy-oFaSKnWVgA!Ivf*GP_E3 zYM_CSv@0YZyx0=5MrBfsTY|}mU(kT+4}GM$)nC=N54__%AYm1lDydS~3{43Wtm!2O*$*DrvHd`E`Ry*W#cTg`II_(c}2w(<-cOLrEP!3u{!ljJ!7OV zpc?--?%o5g=f3az|Dj|h*%S>_Dw1*t(U6suM2NDIJu)&{%E+j!$Z8;@XqZtdqluDL zq9G(vDGgfp^W!|u`x^Ik-PhxO{O5h2kMp|D^E{42{eIu?=kp$~*X#XyJJ;UJe@cfi z)U~0mb+PT=DEHYYW||yOBiLQ;!B53FVHsg}uET2D->ENUy~nxxWju2l>Hi-h>bJ;- z^?6%cF@qC8PoOd#a(Zp6a7rzw6A?xP{)8Sk!({sLA&-M&gzg)8PM0Vy&r#icBBJ8^ z*6$JAT9}07Fwap*PSCMcaM#UdhGN0u~0f*F>;2y>hNQa*+7>8y$zCTdRaHcU9{A`1PP(?$${_O_n4fgS zA<*S7X7C-3e1t3rd*6Kdyic0Q;G)&%Sk1k&evzPVD42?`gk2lCytV_Me4z|aPqd?J zi9Lkbev}R=`_u#ebQt&~UB3Ev?m4@Sf;ye+>{#SI{15sk&MeSAV%JOPIX15(OP(cU zJK#+&5I0fbaO6K-yH|GQO~!P$-!BXS=Wo`Jq1K)oxzNPi+`RJYI+w7&5_;<{HVdF> z5UmbbW5n+-=k++;@3xm-y&1ntB*OJW+D7)Cg!>mL_b~))!{*E+kr(d^XAb+zp%w0x zm6`w40=&3rPldPR-6g7HzH(vTQX2ipT`4Ysx8{z z{d1Gw4}QdPDKHZBnlQU`CHXCbC;mfxH)J#$iYq7BveD1p!-Wg(KEAm=KI8A(q10TL zT*76Kdy7nN48b^^zUl=DMPTjC-{Tu^(~ex6CTf=JOrdDo#u|tqBhWPPvTu&fbo9kk z9T_mLeiYFHH#ljy&CzGXXMde7dL31`Fnp7-^Qu?+z3wxwygD}eSjhC>iji2!zB?lu zu{JwGJyE>wf!v_P|4+)8lax^l%9=sw{=hV3zGI^PXOc`nHh4Fikhi!A0A)5BCC-cxzMdmWXI?pcFwwpAJT*%fl6F$60RpFiEZ}K$=kqndY>5u zLIPN%0V1198*!vRoSm>j)B}_-q~*DJ^Y%N($v};jPxLY_0MAT1f|_+C229Vy)4l#| zWZ11ONT<;@?P#jlYb0bFvSmidBw~MkJ}sb9(XaGR6(A-PHCjeZKYT^Euj9IeCoHKs zVy9x5A{YhedKgpPn@fOnV?fHUGt?y{fVcmLf`^BaAqt-UzbMoHu!KEz&;1o^ek6VH zJ#9YWQy{0(@La))PMSLPY2O_Yc!kPF9Qhb#*SHetpw-_9<~aAwhp?$Oq?HfvqCH>| z4DM0qny>j~pKD5HHfvu1DqTjBm>c70f8?W|wQVZk>P93CZ$ekmc?e(+1%gZ2y}Nfu zVnpB=H_Yi<^XdEsHGr_U#hd@sDSqJEHi)mVqMoGoX`=AychCPf>6Zvp_`=<(O1<-ReLiGr}TD%}K;5TNEqI0@y zNY0EY@Mxa}Vbp(;;O{=4boeaFX^5ivHlr9P7D@>K&c+9EI&-7@17Kh6Q(qn7b{4GP zx$qyQsGlD9?Eh{2`qCDnsc;gC1}yHMN?~&v6G**Dj;Lu~l>uG48Sz{N$PmZGi_0LniI`!Mb+bcBN=Ube;5YEuB4rcp^x2{0T1FE8`^FL95)9ierA zxLSsUTJZLs;vH`eNO=p;(DCG7Yv#e)-b!}Cn_2izmqo4RckBqyDg1Z%^TyVKO#2_D zc6yN-2Tw*kdGf^C;q%eyMyc(?>{8mEoj&o>?6WH)_=2Ojin z^3G^^<>u+vpVOV(MikZiW=Pw`1%>8{66ut`bsO=K{}0pk%>&JJH?oB_u@$6@OTg{5 z>3935f^8qVZS%dpq0iq%!-w`6qKevY;{MpA%1G&VV96%4OL5oS{;n7XOu8Flv-Y%; z&D!)eH{bjd3bBoN^RJ)~Nt0)ng&Q(&7~Z!}Yl>YRQJVe-12L}2`v(RhvbW6A(fpR6 zk~WbB%jda<+6zD;wI=__psBZp^EcKP{1Y?!|AAN`e0($!Qz%)0XeJYI1wzVDl3T=Q zfL@sEgOf1uc>!K=WdfUiC8Ey55$5jzQhQe~X8vjrx8A>QA3&=)C5iLWDoe2DOxHbA5g> zEc7#lb+LyDLa*l59=BPW>egJ|JX(Aul4+G(bA_A`unBgn+_`vE_3y3!2AOGbM@xLn z9cuJ}%w;YXofa8#lu-N}5#WKK{RJiok~_@6>3>Cj5Gs4x2XLQFH zOWWzl6Y{Jt&`s(Iq$P1*FX6EeBP4DN z_=t{FaFRl>DyS*S#g&ok_>u0d9t(&G4Iez>)!}(Sr*BJTL$6$U8x}LF=`XALU!!Y6 z0#{v&xj60Ve}voYX#VumZrLxR*NrzHMFcigpIM*OR`!{wc;5d970-VngcPvN=GX6Z z-R$Zo9RdC+CLg9itHS@XOaHK;B&EzBM33d0XsyL?9nPv*v^lCmRuZ z*DE8>Oa$3H10to*d%4;Ni+RD;inybQP-oH+3OyYmng+qMbtnUx355I%-@-bl&D(xH zpRh4ey2k~M%%me!yv5|~C!FguEXKKWOVk}X$VeH*nm4NEgxjwZ0)>a)vm7-W_Fbm$ zR%N?iY1WQu124Vw`6F?>pFz;Mb(4EQ5~FT%bNFxC-gljist4bw+3IKMjiq8^CwIR zpvSf5dLUEn7jD)37bsAQlc>~<-Cr#i1yJtVdxOxFr3fna!#?%T06{4z$yTlctogcY z!X#0^J~=&H2SNA}0_J^Q^#D*Wfgiz@%(!$55#>oEH&-Esr$@WU5fU;lq%+sHH#R)Y zZ7(uxJE=_xHwHWS@EdQ0VCdhlHt}=^`FZf^W3(H zv(bpM_WwD#qs^cCLYz!-pWW(jyPZY}Bv`tqT(GY%UC5??xVv<_rlAartr9_j!4X4& z1jCHgHYa^cjBl!n@B4FfQ@`~}V~WN!jH>;hSN1S|qt3tl4~KVq-HL6UlU(YY%A^~T zRnXnpI{$dg1iO}7Rr7VHyhStm*eMw~Ijxv1W3n(*b(VaT>f)|DA_sI|9W_96<;(2M zY|r=Ei`PY2FYdP`D!8d@mmwbK=9rATVqUIY@6ucl*U#Em_xT)0qm1iv+ns8jJ;6hV z!e-;L#Fq2!tXE-h&>tn>1g0kSK}p^;ZGkGoLv%bH@p(|=7felP=<6T5U^(#VnGrJ& zZDFJ0($%Y{;Dx4-QS7PFJO09~Za;3AlaOXCE5ST#dFqh?`k3glucr@^BBxFGDd0oZ zOIk|mka@`B6`&DgnWYT^(#gV1dO09W*Up_yp-yk0{c_T}-0qG`Q_YTyqM63W#tuBE zXseobuIr4BI`Z~2_G|1t;T5eh?%(}&71hcT<=&BbdYCDwpPVwD0>l1|zP|n!q94P% zL(C^m-1>dp(8b|;lKR<@-ENa zs{>+O8%MGOu3d-8W@b3D_CJ?()h(iajVLx3tfK{HRF*x2wHW<_NnNng3`Othv5Cst ziqTt>C*h1TA7u_3qm}quhMIo+sp4mp1vtOOC1rL`JAUZD`Pat<{luf-ak3%Lwrr%^ zAYI)bO3i=4POp#CUbbwRhap(sWdy71Vjb{=CN(sEkN)pVZ~vYujn!JJbXO8M3Xg#c z!ND`i?s7@%?+;}v^~z71rgio!(m&65RT*0n5TUgL&t-Y}0r}IfRn%WOa`f<6xd%$I zBNmObPZ=EK@v`N9AD@d@$2XsMY*@gGhJk~Ic~`Fe_+0P3gIoQWX0wiFfxg;iBVx^t zjT7&>GPL%D+2Yd$^0{UMl{^)_#wgA8a@@L4p}|Y(zyFV7JK-{TJ!{0RluO=Uc2)=I4j&$|KCDmt_lyS*J}5OG&(BJ>a~rlM z#}Hegf%^JCy=(P{4po(v^)@g6bvOFN zKgZw~kG82pPaed}BNQq~djXb_g62*M`3a4A|YVuVKoy(QZv=DF4JRHC0Gs z42Rylxx}}4L3kRduD&{zh$8&`**y;uU_5fH8I5UFn%elBbsS!EMceQ3&aXvh?8CW_MOHIx3;gi ztk`(P+`XFxyeNu?t!n!1re&ngBm^h?7R2x zS0LPaiQ(|^WlRd*aH-#d6~mI&+N$U9XlU1_O%S`y@V&f50DF$*zF1lLsWJw`VTQH$ z!Qbm(D&G&Iu~SruF;`tB%Nb0$;o7*J*Qtt0%_+leLjhawy&K(yXb=1*!Z&dV(_#FT z?5$|VoHSGp$G4Y!uv@gxY|~|{P^(89&MZv7`uBlJNlpq=G5zyh@(wOf=q&%M!!I4p zar}s0KR`AosvbTxMQzWof7opQI&|4eQ?>Kp8;w1xkEM087fyGUo6Szh${+UaAh}=} z>i@vH7d+c0R8-=-@f1YT`hpt^8yn0NljDBW2DXgVzH(%m>fub5u%%>X9s>BChUgpT zRPB!yYLvL+nPgYG+moN&EN`XRZC`1i>a209hldo+!XQ!{O#`2L?Ocnw8Fg=1erSd< z$tK#~jPVZj>U=!SfdhYKK4wJumsBU&IjX8ky%dw%9*bjutfo&y0VCtj8IN3!r!vcg z%oUTLBm7QHPTtF?qKxWq!&_Y|qm@<7r%nx_fu2c7mOpH4^3i&5MxfDjz8E-UQkF|u z*eOoO4crD#v24)q*fEO@8-DB^oaMmcn6?A`%t=v7j~^Ydu4^vs66o7Y68_$KTE-;R z!_GA>rAFg8wyX?Vt^UdHX0dey`RWDOgxGS)F!%)CdN2|6ISs{_$^B-}deD;qcn}@W zWLkp|TJ-4r#vYf$-%sq{`G|Q)v*U_9*>gX>msdrV%u)?(9oW>t+U%pAs-E6a{Hjga z!ZjLX-ItN^68yn0q72I75}wp8roCmanVCqT%&%l}*M*AnCmdiF*IY=4lJcIhHI9}h)V{d(^WyC{{DfQ+o4Y; zRu5FjAEO`fb=El*iwl}wEf$-Zjgb&E9&J!8`SK-l6&FbqWO#?D5fxWv2DRwbtJj}H zm!BU<=wCrhCVG7OG!6$3bu7SZcHnm@KI^DYS;@)8=dHaokF?65KwA!0^-Z}I{!wi7 zRM~B6Vy5G#eBTE@f@1*z(_l)^gBZLZfEf)8vC#C(0!N$#*ltC8J$tR|;<+c2TQ$d7 zhF*a9ea=56NIMZJeO(G4{8I~n!AkS(upg5Wwcf<`NGR>lflRjvkHnF<<^cKQ$RuC= zE$1k*b=EU)FAtv*o7{26iqn_BoZP55fh&P^-#F|zt>(;`h_Qm2jZLo8?2d=uJTy|z zGoIB8^P)|7G9g3lzCm#Ub{FasCM3H>UHDX}empj~aC4p&M!YJlNha8a8$C@+6E>pH zVHbpqIMB+de)KRJHQ3~q(6o~?B+U%i^dVMo41bNjQR7YU@!X<#O4J{SI6`9ssAvLSN45h&AGCwWrEZ)h${{44}0tTqETi#yl zI$?g+d&oiw2IWUs63#Ygcic;~^nF~WRH&=J4xPETf9HM5$Gh1L&&w?)VG&8k<6GAM zMEX9j<%p?ou(`UWF?K5-*{sZ_SI)r!xmh8;9bKgxUOAl$U;NmORlTN)$%pyr@^OZW z3&FCW`KD6_?H1zyqz zTc5tY<KYO;b}-Te@V)*xtQ+^8)PEJKN`)%{{N+ zHhSQ|eGr-1=Oz;And0&S{W8UYY9GV zVHt*MYI|@oG{&Ih3vJ%|suhVPN1-^qD~Wa-NlDme$tI7h+$tb!ZCSsuu}h zx?_!WPM{n=if;%DMRxIeL=i@yo&YQu#DC7@0rD78;Bt(gl%(XMmi?80)Vk;KsvAmM6=5C zy?>tvv8f=TMfA;^A*hhrxGMGOGZhWtMP#4Nx#OA_9ve31c*waQ14fKEd5m?>^X7G) zQBtSsXI_GLrYO0xUcbIbtRT&u!)!T|2x!*ocuMI`FRzq%pX0~7^E#`OHfj2`lVsvf zho_#f5$tx6VZD|T;RsEqfCxf>t;OP4AS9_*94 ztGT^|MP|EBp6n&IJV=&9{8CCLeVp~z_hfUH7GqNW162PU3j)`>AW6rOau>wEFa%^n zJ1V@E60!P+6U_Fa#mFlpk`T*ZCSNPAr9OQ+j@lsq_f_+dE0K*S*0g7v(_>28^|=2C zn_kvWk_fR=W~}dhde(ca@!IWfNoVnpJNDySj^0vx`?y(isTsNd4R3Gx zb0Q`%8y)G8(U)8vsm~ekoT4@s{l*3+Trq4egtx#KaIIf@KTBPxTvm~|u8AjD91!N! zxSvrA?8Vp+=fp?^0(gdcgour#1V*toh?)=%S;p(&L9^}Ke~;1`p8wkJ&8@W8oIM%P ze-kY0SoO1T%^KN#W-W=@7)qY4HX>q1-o8D71S?&;y{Tb@fzLxaX`?Imt0}bZ;1sJM zmoJ0clGvds+-;$HIuk<(X|e}&78YLJrf-N!J$lJXk z`4gf(?Bo36_F{3$a$sNOr+deTSek@d&5kiN59utn@IsMnAmIrQ_s;vI==+(!Z6RQX z<6CGI#QIRQ5OZt^zML%?OvF>lYOj%&)_u!w!JtPsUcy5FCz5jFwI1EOo7&hYtX;b{ z-1lSdPfCl0+|IX^$uD*8vjM#(zpP)_Icrd7L5on1C-AgqT%9+J#+ZP%2>IZYOZbJ2 zMFVZY3Q1v6%VlFBMbi$y&c8BLdPka><*76T+2xq|De1H5R~V#|D$nyhzu?G^zrWOq zIybZ-J+UR56SsYH$hMXtNB2`(o`WsKyLxN#upOhCt|^MepV*KKr%gP};F2gx6mUh8 z^C?-=MG98?n63!lJ+|wdhoxX| zOMC1s=DbBy>{(>s476{s{)=5(c67S|6(!rI;Md`@y=*gsv5}&@Re-uoAH% z>q$W+AJU`9fDK#M^VtzC1w2q~q;%KqQ{Ynu3|WAC0H1Kl1IHgpscA|5oB9F?i95yI zN(6}Ac_r0cGNC**rk!myTJMl5fm3JT``_>0g*EhU(8@f$JC*!Ag0R8Mu=-AWPZ zH6hM(aT=510TLEkNsxB@oagz1ycW!F=>g;weT-xN#?nshq zEfF4wIP7g@FRyr|^eMtjPJ58sI*EpchB2x7IZH+*#;h^<=s3bAy#COdkDJ?T#}}3z1WtvM#Xc-9hbLBd^!$jwkn>|!NDDW1S$IqHYHK{d zV6{Cz)jAdCSKmG?R(1(za$;~R(z82TE{JB7O*<)>x>0w*7v6IkJ9B0igj$`CRfR>| zH>E`$GjEBu-80HUK*x>{oF0rY5EieUAxwi`X8ZoFJW-W>gvh(w|WZy&bM#HK_%&q!+7-c4Xb0r zBj(6ROSjm%V|T@pLk}@WI>?|X(NE4XMv>(eBA*D;H@L(gqA7nCT7FUOq-oRkfS8Ow z*fa4OelGGfB6M&SUS zK$$r3PBN)BI3z?Ylb2{L`0Vl-GO$5c)r@NW=*$x?BB5>5{t80 zBPHxh84-{=y1%Y&>v}~Qz9OiFXPg~9(`5z(=rbh}zQUpOPeX4mi5oa!qzfn8eoYsR>aV{zAc-3kaWsqsXA#IDwRlhPr2d`T+63pv zY*Z&3K^TZ#kwDS!;@z6BF0G15yzNc6dqC4V@TL9eF;^<5QSYcKD@!QU@F5oPdlX6b zuWc>dnLu+dGI)7yfdZ%lk$5~+CzQREPtg!oy-PxDd&L(1Vn`eBx@CL(;%(yJ_|@}2 z#Zs_)Z0R%Tsh~h8#Nkhv6MNKSsmpC=8omn``P+6npvjOL$Yt^WS;(>Y9+F*V77elcTIiNb`PS_ukzSkfvc3y)mT z{e^F?M@L(L&1Pq3OEjv_fc_0I@bM%zU@<4`BMCS0dPN&?x&vWN>mHtWE8p#CvMpFL zN2P_VtSlecl$&w0*BG~;mtUMnkZ41?5^)|w8f1^wOm~7BrjEHoM78mYQ5|zk@sB?> zHT7671D?fFyl1{VK2BX}FiJF?ZK!^dyV31#846wsO?rhb^@x!*nmz>2+@-Zz* z6#l5fELc*3^$ibvXSEiU(O7Ct_bdnDl1=30TemIS%nZ=w(9lI7Y})038a!jMX2!T= z@lG?&fY zsx3y_A3S~Pee?ahck{7K);s@kZ<(By$B7Jbtq3jrk(L_q{xxcVRT$pNlHF344&~dP z2Vh(sB`2W*6)w)?r$wYH4@1gtQIvGwD{Oa{uUz?o(a=Qdi6{_8sxGg9IjZZ-^cU`H zxHN+6$#GUbksfTJ!5X_=z=Mf^$5&%#->|?G=hJ#vZ%ihzMV5OR;=1ybFhW z45BzWC~{$nOYOV5WulxjEp{RkR#A?h%qfyRVwOy214$U7UtG8H`N+p3cCbRfMi#@l^jkE>wa32MSy>IxbHDS1Rzi760WA~ zSKGzJ)dM~ruD@)3Tw22P>cWK!-Ra{^nwUc)kPFXo27`huG=y_F?^qTO4mLcsO5T9_ zMyZ1Gn@G@Z_JwVgRaIigNy;Zjv5v8+sfpl5R0Sh+*jAb5h6}7zyw2dkd)R37_Vzko z4hkkke<}`u@qgHV7f_sGV6OYH*iE)6POO~9d^G!(ueGc-9Vs`b_u9PJ)BwF^7dF~a z6UhJriL{FJYb>W;5j{6WKy8j?EX`Q%EOb+6#`N$@PLi^z!riDt5<7J1|ix-OG2oy3Y#rUa>DjDfrq2{ z^yu)Gl{R@s<3=cs+|-5)!irc^5tJAz6<^8?kONX9Jkle*xgQMAg zlRkwd1ekCG*U;45erbI8{)4sl%^5rT6@UDwjG-t2Q8aclE=}umtL_Ek4~UH0!ZQi8 zS3L5cJ(yK7GSoce0RT|K21SH6X=NEk2WX%kzJ5Ks;MH5UTGHs!X!vb=-+Xplvi0ae z4-upirNJWYOWNz80jLWmIhNe|Hx$`Fz z1!AuUt0dgBYF0Zq?8U37-PZ=)#M_N*$P=rp7;2IzYp;Sf64vXYioxVz>GtJw0pMDb z9K>o1=+7kF$iy;YHee-gnaqP&ub8}La>cLmoa+-JGn;;v%yfo;zRc(?og6WQoGE(x zcGUyr<@-K&A5a;%OR0ioHSIW8lzj)+RQnHG)t##Eq=${ArK*K#xq}Uc7UsC(qw= z=gvf%dpd5b9X0NCz7`T9O^DffB-k>vQ}5oI7PDKmY)Q10@7dFf%bJJ{Jw*~XomoRp zoI}#JD;BQ|+S=37$PuX$4lZA3d0%)~Q#O-#+Fz5Ak}{q;)q6oaRXJyt)RFdn3G-D2 z20l}F)m9BQS+j=CgNsQ&Eki1RJXhPy2Cx^##z&8~Vz1?w(o(&3!IXbIjaK6Q9&ML5 zARf^>jmo0FLnzMh!fYX;Dz{u%5of-BJ)WV`oc(of`=WE5SsJ$iut%aJYr|h1%R30B zoF(`C_57pXs)CT`JHSnz6ltpEVeB#rfcBzu#adQA)@fprvZl=>(50G3XHhe!X4xv z^Y5KggMLL5dlIpSW|4zf!O6xHBFPZ^__z2HfK4?0qQ4I^B&zP2q9)d@6iG%h z%jV99DqyS!B-DaWpQK3y;7THukwl-A-n?)@3ckz~SfHS+%(i4S=~AAGmQVeGpY#Qz z;iW_8#{BSh>q{NYdXCm`YDtx$no6e?VGS#YhcLcK0)*naptB@f!ghA!~Sx^DR!vg|2 z$msCU(78c1PorC(KC(-`&PtcJlh%-z!#(2|m#Wthvwy|4xf}TEPHFQGymKh`j z@O)!_2|XOV*#wAyA#2|1AHNtBBq2!C_w7s28bSD^9}}x6R^1aDA>X`lu)X3u3Y=^g zO9XlOR%n~Dx-qIDzU-(9%$%C)| zfy7fdZi_?^5wUJ}-U$0b>*e{6;FEMYwcWMvt$uP0W46{pu~OEFV>mcP!5qXoZU7!|t@?=|j#ZK}JD(nLp zKL_7KOb6p$HvS-d<=DxS!_KJpYtF0ObDI-$o}Qwok*lGWmfdkBw+4Auk47vw8(^?O zwQD=+s-`;st+`uL-uMRk&#G=B^5EdmfQ{&VA<*+@QTGWB1T3qP^&2 zyrNz-9n?|j(sSe4&4it8B*nglpE>(?#fc+%=oH_qrNRT5>As`<)uetBrn(f{?e+*6 zSl`Gw%4Bhk*bJ61x!jAs0yq5*2)`ue^;7R(#nb2H`(h3_`)>9C`Xm^42RWecX&+n9 z%1Msk=}kWzr%jzIqK?0MFSkaZMiCj%g~^g{`ArQsGt5FPRXE&`z77XeXRVNNc8-WI z+I<9Pb#`##Hs!NGixT(h)j@Dao!F{MQAv4x4!Xc&%o2JhV)!=siXYLEAW~;VP0g|l zF-9$Zje<>G@g`OSa%9@S%@3mmZ_Pt}l2Uzfd*x6X+&-l`TbE3v38XWkP_&C2TE$OZ z42WEZ32H%cu_*9nMb6S6HA;aiVuD0Qz}~3-l-TB}EFuuiRn#rnV}k<#prf4ge<}u! z-qBi1ORMhJuc)?zbo%98_cL04@rv_7$AbD2c0~}1nSTfzbg-hmx%(rYRtP|61;#IM4iaAhVB)7+A)aP10sC#^ty>KgmhgS0f?gVjhJ-xsaFYA|Ee9}3#*Z8Apf|w=b7GC@U9EO~oO-G2elO>>bV8lv4^zYU>fPIN%9IZ8Vfeca~LPAw@wB_r^k9RZPD70Bn zhb0v7Kk;kxC8Y=j05r)yuarlRb`d@4rzac>474lDUg~E)PJD-+n^eycKM{y5s-+zk z#4%U*C5w=*06d)?z2i7=tQlLY^oee?FK;0__@j!+Gq^P<0*UET?tY^N4e}O@>Vye< zy}a%>*4T{X1j2UvaOEe^R|b)`W>9Ae(wdJ5^E?A!B}`AQsd?+trWCsn%Sp70=Qx5w z^EukN?ofyeJPEPZ7feg_&R#RsV1kekF4eo)OO&A$fxRwVyEaY7Hg;jjfX;2_+Stsb z+ZP1BVA_#7K@yE)%~22wkW{yCv)W8)C&UN+a?YMPlaiBj63gC+P(|m!12b__(Hb;) zRx0#5t;`X2+_E}5ld4}c{6w6|$@Blz0(@=uedF4V->#S(H60-g5PIxi)9*jc&CVt< zWe7EunVI18M*?nf>7KJeOt7c->prxf2ciqlB!n&dyfok{|G}TDswURI0=h-|E*}Tm z#9tMp0Q+PU_zovR0LXb>xm3Z3J;yJen1VE)e;2%X;-Hg!#)%0QC}H zu;3u)-Q6^B_ujo-oSGa(sk>m6QI>pRavYTee2dmIvS>#JEtTf zXyL5nTrV!2X<=bpQc@z65U@-AC{-NSuitugb+c@M;Wkqwh$?LCTgjHt_i;N;cwK%_ zGeh3F@q*=wnDaSW9&URnngo*yTK?$%D0Yhw481ug6G+GxIo2<@(J2T$Iw~3%Q=1}q z(ID?}T2DUt6@B;Ky`ylBLi0CmT1WQZ9QF2=Mb7pDESWEG`LdUndEiw}dXP&oT05SN z(7p*l9Q(8`fU2HC{MBcK<1W6+To*jyzR(18RZ`NqY{&VNc8Nl#Km^Qs{#*s6*zsqS zScZm%8ag_@Kq1+jps<-lJyEKBD&-ZI%6n1e)qlhzq8; zM))*FJV>81_=FJcGM}{1+l5WcR$?mKrT&)k8lI_l?_v8HznD%q61+XpIE0DrBbclq zG31gnifjTi7(@+)9L4*K5K;lSSb|kGqNVt@Z64PV)#nahEh>>2G$4W|$DwjMxYz}t z4$eSqGgj{js#*MS@V?=g@ zT7eUGz{}R>ERS9M1Vl~__PB@-KpT5`h9?ovl-}wkBi}qRB`vMM2rJD2)M_*;=U6W{ z+lgZ%R6*ym{(4k8jHkdUd+^&-Vg*ksb|rqH>k{UsmKt3z@Y}Z5M4S%_au*qbwm{r} zU?4TsMQ#;paptOrBV9H7_45RdwLPuwro@U?lvIn#-*Mkc$l@=lu-bL#(4Tf#=(L2M z6;gEt@S?~|yohf(6}3hAH>tD470t;mC4Hf_=_)TjVBfkTHLVWAh& z;$z}a3#kqueT}x6S=x_?lWEYlU1DXP=1N6SlI`~Om80HAYXc_FR}g!2kcQs5cdz~8 zGm1v8ipUpZZQM_U?GwPpHk5Bm5JLk-$Ruyzs=5lThZ$n-x(bn%%39Y5r7~pkD<%&V&rRf@kd9Eb{}d#G>k`_FiiVr?HpM(S);3NBb?|1dW~;9%R>Hb|5x zHK!da=Cq29!<3AkMR(ksHG_f0xGpLu(sk*{SnTAnW?L)Gwbvs8tTu8V7^7%Sgk8?8 zoPp1h7O7gECtmQ^{EN*Htx*8AR`r1J;B92gt_5en;Ho`=op0Qg#3`EK0~r)lQX!W6 zSW|`fL~qcuI=0_EkKMLWarE}CK&}+e+Rebn>?dqD`)nUYMPswe*cRbU-vTrhMW(iG zY|n(ra-O0a8+<~n7L}M=`wtp4=;YoWcDLcXP-RJx&15XTzRi$1^67SuANJ+oS2X@& zL*ieif*f%zdtv)Gval9j%scLU6QR(<-tE$>9cLi zk8j|u{O#4Ho%40X5^|0OWz@IdG;u-nn=M1D-T({2d3fGwHhOhjCl?D_@S(w8CjE}4 z1_cKv-WpT<=~E$OA8i@H${_Vzp0obicRdmDFs#_p;=UX_vZy-+2cGX*FAD;)UCZ|f z|5#mp{Sw%;>|1LTK-3d9oJpt;R;?@U)~S<(8~%Cj&DA+WsrChxoRD671N4MyZ9EnC z;p4~m;2&wst0I4B_i@XhHhM@R^1c+CEUu+M9C<11j}@R*_tl?#y}aCM3RvbD1aKHL z-$w|WZcUoyC#Yl9!$H7wEKTZGb)<0ghV->1y+%0pr$Ip0EtYj6fsI@P8bY z?L3EBZyy7$`K!;PG%P4BO<&ya*7D~bB~y^XaOip(ZXL2i?w4adLJ3?-zBLwCw{!jW zp+1oAC6QCK=Je;dD?$K7vn{%01R6}VPEr4K`^RVAB}i0cbhIgLVT)rmp`hh(Fpnq^ z7p_{>UezNcWB`A3PM`Ak_hbO^whUdA(=&+8bl(zaJKFme8NgQTdZi$th?`ZWZxQtJ z;XF;h#ZV#IYv^fU3))vad$@O1LEQWF?GtaWe6|1aHRsdc>j@@%N%UknZ=g)Q@@YXI zoC;q3C9kM>5Y%1l>7+ihw<)W0u#s;V&9iPzxaq$4D|YbUnagAjA*32I7YsM@Y9JE} zyOIA^1!$Irr1>f|OgqHEq&X+y?7i7Y^@S^$`H(H78K}|rR0Lul-_M^v30mIml9l8S zM|-u_J}ft$T#J(3-{f7N9=j>5HZ|72rhcjcz8 z@sCwhR9cWr#PYV&J;er9qIXaI<(-f-i7u5db3(7-VDDk=`1P<@T~buQH~Za3`dhCLZ#rAkS(R1UHn@!wgKApAbv-Y%1=1*y8*5bC?#EDKEZ^FFcaOd zB!Omu82qf`v4X%IG>p*9QtCS^TO4Fp)@~9)AqRbR`y^CrbMDfQ3zi2kYHB8aTIvi+ z3l<6VQ%E*SeW`U8L9If#woCg>g`c?CgXzLcTYspR{iv{+X(wxWe|z=H^@{3Sn_2d$ zax|5KV;{D@3psM&r+evjS@SF6F+7ek17g7Lbm)SFg`CY^dQG(mRLEH%>&JGCcYX^* zwS;O&h`!h$J}7&n?fm&2$S@p(2jm`d;UgFtR;f3(~=XiY^lJK37E(*G$zU% zTRRHja3ZkV59;si+}!hU3!lo~RP18{$_jp}HV?)Cso+Ma+U{OF-1XO*@+&)I~-T7Sz zt@~n*Rvl)r(yc%5FDQMW6fQO(qHGy*z61_W+0R^BR|U30ii+@7-J{wVQkFZB@Wtp~ z1>c<;?nUcLojrRt=k@$CKNC@Fi6YIJ2cX?Z z_^%wCkseWYi*@0Go6OGc$(@O)uu7!zx^VI0Vr;y=WJmQwY2u5XX6dqJ=TJCTR92eu z@nFo;2KJ-cYMmTs_}y2yM5FWd=;8-q3j_RU_Nn7Kb{%0HFP@1jxzI0YQ^;+MF@-{m zG)4oC-nS3?6?)P;4uLq_>N-GOeF;--OmC?Wt^||S&Lh`4Da^jmpd+G;Swp*@7;SqO zRuy@^iHXThRs_!_!O@H(HW!<)2J5%@& zA=qU)r~zlZJ6L8Yce+heCiqH7MfOTthrX{kdR3ITDEzn#(iST>y?Oq8QD4IbgDQfy zs6rqNzkSrCF`}n7RnA2k>+V%hUhaFKht3E3T0s5Q@`)^g6&x;?m>}rwZIJS@5T4IvcAN-R!ngc* zyM@`d| zsj%rDNOKeSxkfxNx`#Y!AxbF@Z8EAAPo&ka^Z4O%G4r2wG!-N05J`H`l;lyVpNS3d zIEhJv^V+;+j)8sPs>C(UQ%@#)P(xRnm4vf(MO=pXhmjPR}mnr1SR0iw< ziIlSFtrJNE71fZvm8Rds$&<(OfY8be(ijUI2B#y0MPgYmMT8J`SM|gJYmCr(@M;yu zIQx%ICR-r}B~WoeWT;(42}TfrC;P*|Zo%thh@Re(sK<4&zh>@8-#(e4-Uqq4r?;8@ zSOHot(q=ou3qywv&AdFLAEoc^(SgVlqdXVI#>NVnI2`taw{K5*E7=$6wG3Hfsd_je zDQSGc&0iObd-Uwt27K7ixvmrNq8HP-8A3)Zra-_!;Ovmz4S~r?95oa&6tNLNzjaR4 z0iAjx;f#1!7g1>&hwjXR)8$^E#2QoQxM$a{Hr>s|fnIFitw)c3Pzi(~q51}&lqwPc z?Q`Tm^bqan9e0@qvs9y1)0XfdfA}-fp!NFhI<_4M_AM`F@JJ!Fv^DgNGHGyv*yG1! zSw}Q&@{sfN$aK*CkTh{vCcypxZ^@{7(Ee(Tr7R?!OM@iwLw9-&0mS)yl4W@+^Y3m7 zJyV<>R_P2Qg{Gq7dD_klMp^gv>ZN(abI+dEG(zYdd@$fF9f>EA4RmkR ztHbN!q4~||4{b}O*Yl=;jLwYQ+|E4Y$ePg~M~`B)9<1t|+%EZA>n=jJQ#(t7{S-z!rJM=ItYKzytRy3lqqLe>F3 zL)5bczZ;H=XfE=%*aD7X{K>TPD~Pf5=BW=DP$)KXqh4J-%(aViW9_$`R$Pc>m)myi z*t$_^M}D8~uWrW0Wpr)5r`M@XCH5LERoi*Nq*-=t-`&D0vOlILJtymLiAp*iq^4FA z@aWX#8T-!lZ(|}I<*wl|K4hTF=fT= zo`H^)NheyYyR{lz}i)rOma^p;BLj zln+GC)?G(St3CO~+e`P_{Fs)(7AdQTTCB^!q+zb)>OdE6aBt>THK@0c9g9DmJNw}X z>v{9`^P!FVcaC!V`rV6oC6)YY=7mcaFRG3n-G?fj5r&BqCoZfFURZZbKX^b;+0Sz3 zB*gd$$Z5NvF+qSd;^x^N>2TR-p_rT-ff_2&I579-DxtUk^7X6g$dRY|1eNR{*wVwV zwtAZT^3L*31vsj;1o(aN!gG!`zvZA}!5U_rcY>Cx4jFRDA^!UH>%^;0UAnX?$Otl; z+BZ}^TBD!lnjN+bLel-{oNV>d^L1%SNtE$2@>;(!LS%=6{n3?S)6N*|_m>v$lLg!>8^aK!7qP)|hF|PurrP(Rl7-U5td}pBzWOCpP&Dr&oywlnETxQu1~q}a zN4~cDM&8SD>}Cf55zFYgHiaKQ?h;aDv_60<-xi3;4T53^#WOyQXdtQ83>W(`*aMj1 z@m=9(oR~|a-<|Mf=7I&@#Ht6Vt`ny~^UH(F)KOw>fb2k9*M_gB%QrrC<}{&)>QSO1 zMQ5R1`08Cf6`RoYGQHoP5jm3o5rrF9p62BA!r_M&Uxp{1Sd&U099f^a-*M&eeEVj% z>aX3x3NGFiU=P)i!d08E3NKtPp``->MBw!0?M*EK0>V@Sz8@dp{bh#|NT2Vwb0dNi zvufSHmxqK@j&ZNHZE_5r+oyU;#P39t1Bqo=@Ut5Nm%eNFZWUeK!_tml zJ`Vxr;JkgHBb-2Z6VoaT5G}Kr{W7`L%i0w-bLJ?ExuU>5wOIHFxlk|fQpjI`_-)UO zEaK%6q(*8+gKiEN; zJ4j#W>Dfxa^QLV^Ifs>siOq0XOE4c~Iob~=RkQ3XkP|R_C$qU=lJ5DM04jwZ ziNBM8k~pK~i>}F&<2r{&M+;JAFDbA6L_tMhS;LbWbgq7FT?c3hq=ulO;^JmzazH5i z>);MI)Rrv(UunIo6II_(nS-~6QkwA^! zw6AfaB1S@cJUz#r|9b25uCEpJhXkZ0+9AL;w0;8J?aLI{*RLyMoqu)aIV>r!0(AaD z{3Q{Zsmf2*gbNalqR7DjiLG}UOAvr@f5kij^vUO|uZBxItb2b~8XbV`X6g4`)~sIL zNl7VVo+jX~thM!<@rn27)x91sPWlQZ=m9%R_v&R`IK#q10)fYz#_*LPsVOPO+qR8( zG5YDX7cuj=$XBjt2CNDG?oM;+iHQ!)?bbUsU)f*c17yeT?}$L{0rDhNv7WR@!Ms)i z;hyv7`{@iE8+91D)YB^pEJI0tIBDC7Eu%;^?(Py?GW|wRpjMJ<*#gLI7mJ!&zy{V8 zc*@OLKeaKAJ+DQ`*2aPLimMBFTg3hGUOn(}LGY4`cXZ)Ilew0}Y)>Mt5VwOEB~x57 zWoJhoOQ7Krv#G#qTW1A4ZEK%)BRcxStRX`F)TV9QMSGv4r3@kq3R18_y@>$%GI-;C zKD#KSNtl>H?t<6BWMUCIib&M_3^*{nm|f0a3dUAZ6kz}|olrfamoN>r`YWfV293q| z?OQ=;=_s0){LEymPKeC;Juc__wox(sTnq$oD;eV*URd9$txMg1FI zTU$FQG;|-^eOq0QsMxe&!=kIp;bwNjpj@A!KZosf+iXo`FRxqDWuIAx_D7mNGj9Q- z^|<}ZnRZ#+l>u{rSPRG)hYlTDw%HDPv$E0=FQ`TMSamw^m`-Qa57(RYU_z9t=?A3V zhFWZ~NtWP&lsgScX`x9GAQ0~*8=gFSMxG9rtyoaliY*0VxaIY!X2t+bpbcncP0`ly zcy>{p!9?|gGVYP7J$P`E09}}w6sm3DG{b|YcaxcDY(vfp-ySwF{%c(93AfpKGLd=d zc7q{a09NK;AFLpk^D?_EJE|3mOZ85dhhKnHVL0EEg0`@@SZ1fOI|432Xc@b>KYIG~ z`&FyFb)7fMJVc{XxY^?2+f39bYuet4LMr6p+Teod11Ye%|H5kfp#=bf%`&*uzk`z7iWg^`| zCsbnFTC_a%*g9g*z(IrT?~MD}E9k?A#bVs$*|TS>s{}1h)%>v6xp>%6EphB1Kw_h~ zNup6271?1dLVlQd7_EO{07Py%&=_$@mTcuX*u+I++4H7kvIqR)Xv6*=^X< zpS75jL2*jHp1lM(Zlc{?FFC;H^kTov+50d4WW7~em?Q@Ij!MsBG`8d6iBcdjVz94m z+qMD~Vs1GsWv1I_X7}gEyEb~u1i&CcB#Wbir*(OQYjeloj+zSspH4#5!s#30T(_RA zTzTd#%ew?P0r}M`A=&9%3$1y>MzWKX&_}g&j@~KtifM>t&Qj&uSFW^!@DPZw`|q2g zf^H+#5-3LSL{yiV&z~nUwJikyc6N5mP4`2UNdIm|GX+bD*Rua0baT6mm1*4tMN0oY zYU}XY0BF#5GBPqW@KMGFarbE-DM**r3Ih{bo;e4`)8vn7{5ez1_d$dV=z_VcCV8brC~xh*N~}5E6cC(a4MC0w80MutV3L zm*q6jKh1Z5nT@F4x?4y z9v{!ok~|$C^QFaVgv9(L1EfaSOYm<1#pftI_>}z&40>WQV!|+OSmzkV3Gm@z1fY8M zl-n1@mOt)N>@Gw}vH;Ffp;l=DJ7-4@3lBg4s4G!uEaKBcfq`;x3VcCgk17=nxY|i2(|vOt5vCs9(4| ztr)#0iGOlw7ETEpidutXiZNAE*%C2K9W(Z5zZ)UzIR`0Vvb2Wl5%0_{Twr5!V8q7H zbawt%Zx6qE6^%|2viNXS>rku3W$$7-wUP4nu!G5``p|A8_0rnzUQCR*oPtm%D~oYy zYBm;L49(qvkfM`mCzx|&|2!zY&ilz7;8fiJH>n;4#W}fC)&}cYv&1;At*vc`iMEX= zzx>9uwkxUtc_k%Zj_dVCd#Dm{aeI@8H*V;2)RwSJeCn8fk4sy+quLL6A5>ES7DOoZ zzVi08d76}zR06`zoJ+%{=VRb9*JG2wd-U~}o^87>_d0kTR89v0+dVbkJbcTyIb4jE zl71Jd6RGZ9&u>{vTtm!w|ERBV!~(R39XfQ_S~m}>Ly!&R13;jlOP6E-(qCT;E%Uu0 z-`5UP)0w<$$*-wF}JkuztWEKmL+H_{rF)H#5< z^Yh}ET#dSZU2INPCBya?xF)(3`7KMqU78ctr4?ALF?Dl2EHsqP(9dM+|BT%zOyelKS6xdhdXq z_x}ICVT35M$=)&|tBjVAkWtDkBqOp)Wi(_&GD}HRR#TF3PMhpik%&{tmMBt@#_#rU zeZIf*$LG2}=c3;4*XubRkNbM?6z)2v)tXQY?!k6bbwYb-qwL(=K6GHcNI&6Li`OR3 zQbSpJhsn_&{9EGz{)YiDFJ^Yu)NIn-n=7uBVR7VPI%1iVaSxP;@ed7?ED~X4-Ne=+Hb$l_H)}GQ4vicC_$b#^LzUfg?J`0 z@%ZOC+f=>P4<9;YKtAXUk^Sm->$W65kcC7Op!oyelXD32M_LbKJ|}~Y;$5}WRRH&z z9lE#d9m`&R3Rb=2xT_9H(idgk;qFGe4)Xhs;EvM?@9Y@S*YE8fZV%VrKYH`GdT}-L z&q0p=LtHY4HtwS}^Xcm$!N=^oM?3CrpQsnIr*}sIZL*vM__9LOo&TQl+F1 zV6_Khxc1PYHoCLZOa>p*0MV7y2KdKKIZjhP&fUmhyor)OM&+ST zeYamJEIRQ?xwDOX!1>mHk!f4J-Um^52e66+Bli@u?%*IpMT{3 zebWtPuMIZP?;JjOP@iI#Swv$DX*KVGj~ktv9%3q)VoWYH5WSpycdAAMzDxYYi`_ck zX^Gz6P^CLC%{wYJ-}|X!cpt`L<_B3bKdLKM7Zl1PqfQOlZe(aUnIiNzGe;&v?%(55 zzbD&(lo}4VqddiTh?YiBWI#9xmwwmpH?m4+235E z-Th3#t|wJd?2yU5dVm7;VZGzTS0@}7{rn8ZF&0KG9LwAKAP&oD$z|cZ!y(dJXrC>HVFznxN6vA0M3sD8IG<&di98c^Ugic&^`JrqL{;r! zW3cF!k)k2bZW+&{7a>*-I7Sc`p1?n&VOae63%JuH0O2VsSN89ICO&`dbQlUgf^FqK zbwj>`Y(FMPoI#VUveQu3Dd)^I&ZVhbXcHL{P8TodHI4CM+&?t(lOZ9euwqe(^yaMYBWEZ&roL$Pd!5== z*G{2^tQ#YDG?L=LCcAqdOn>S;Q(1SeB3>>&Hd44i;%c-$~Lt|`f_3sdoT^juDlK(#2hVsjNd_* z4LY9IN`iZLn+7VhukVG>cW)tkjt$h^{h z=pTAeS)zj4KP-!~P~R^Zf0r;g|_ zaGKGHp2v5Rs!g6j%(4_)r;zHj08`w=kf#r#@{X@=_$V`T64>>Sfm7duoJ&LqZ-}XD zJ0QKqtj<4HfWxKZbu^~Tx9;C&^rJxf$?J&9j}205(!>++L%HqQyc>Y(Yxs}Ek zo*slua6frI8h~w>!m?Fq9WAeCZ>jnDbOxN(Ym2=)m&c)>q-wi8ck#BJq}{|iVfBsJJ z5YT89H8uNZy$8jIZEAi}Z*vRKFC*mEcz9p5=SK+bIx;h7eq%hxqDqUIe@*_#TZ`2v z_`_U2{PjEBpF^QPt*or{F-2IYOmMI33~vqG=l1p&7d3Zw6Hop0=q{@wG0HXOtQQ79 zuGQX`BP#aZp}Il=paG&FP!qBN_13MuNqk6KASi?C;?ENns)4GqLxootR~4}odoAiB zjT-Zd8}ZZly1Vd@VI8{euz|Z9UUDa`##=6CkYKzFZ2|MFMmTdTOV<`}7!Z%tesn#T0J&@TZMuHy>;_l{1$}%$!ltoDZ=SJr znvV9IK2pL7Dnn@ash4jDt|DXs5x6)e%c`nAe%*TFJ$ooQa>Uz( z%Rn7TxAQ_{VA&wtQ%~EF$beOw3KL-J$egR7;X>N6HYLXXF2@ zA))YEEP-CNq66Ed+CjA z;58qD9Fq@4(w{YxYb|LzLAjz-=c#dIDp8};-vX4IgnpbeiVho;x}lzm&c_C#{zpJ& zxMWEWiaNh9|Y>RdH*Np-agJW&UFb9tkiUS5rQmD_$c&jz{~gCR^G6KX>!RR12M`#Ly+VRR8QR zy45sy_YW^-?slesnGn~5kKK+L7Y0v}&iPL44R7stnUEX@m&oSVxk7&`Q|X4CmSbo7Hr!1gLc zC&Jow%rUtJ2)ZjtDd$=kJdwyb#}3;oED6trurz(J5`ocpHM|0hCO;H*t<;}a>#@Mn zvJoyHAr1MsSl#rgPoO8cXuA;;+q$WQ3<0gn6s!`P=}k2I`PU?+E^TUap-Y5Pu{At# zjLY?(=ZsToXQbH8#kY(+4E;;Ynji2+V^0itd7PR;0Z7hj-aHtagU|iQ-fciD!v-a$T-Fvgt!JwQKt0oRYZ@zye(g!)~_W<&`9$W&?jp*!D5bYBqXPF;Q^F z-CI}UQT;nNdhQSaC$2+@-(h^Y?ZzP#67=G?I7(i0-U5p!uLeC&<$pRw!feXKA^Ek8 zS!=gQy%h9I-N$(U;X#8AA?6~(MH#&R;BUTLX zTDq_RFdXsk=FR@I)yZjusH*@eKMaweG@OOl59CX7#7WE#I^pubQ# zCQ4COZ8tb`a-Na1c+!lrn!iKS#jien`ZW1v(9e?1CF}&6Bg|tBL}igwM0q6Yxz5BI z@(FKH(Uo0q+%^6AbJ78>XJqW??S@TN1r_hf#aXi=BO;`rIlEvX=O+_6HWzHY2PuNM z`(R+;9*XTzjiNp!p8GR&+uWlMuT!)yj7~ikJ!gOfLLj>{3{&S`fe-l@|2b;T0EBhJ z`>fSXlh{aZ1`ysZmc_x|sULZ2V5`S=_pC-=?D6&=6W?NL9}dDd+If_lN81_K+pk%+ z@#}B*Nj6_nl8>bsg1FaB@ZTKSbY+wFE=FPcw>idAl3~pWxWn zD^@%nZ|8n|m|ar|cQNTSb-0FOD~e%gw3F9~!a3n|j8yDMn~Zd3jZB}NKXHUn{q zlBWX4HkZaE5bw;DGml|q1OGb>y(SJLJu~w>d^%7>q&TieNF>f7cw!J&t-A+H+< zMQ~rZzJ=_P2h0*Bg4I6+=g+=UCbu{GInK5;^jKI3a) zV1l;k4_K2B)j>u(y<%o3m5mH@1`Kb(!$veIN{X4_v>Y&oy;=#$U9y>C>op<}6k08u zI0Gp(cEC#@y6>>Dkg>T9fIQ^3!F)G~S`9<4mpDgAsT0J4f@@LgRv&PzjDmub7H6}a z#=HJlM&sIZ$PhJV*zED~k>oqtXkRLE(GcC@Kg|~`@TJT69yJWESA|1)WaZ{V#Kd<% zXszm<()-8NWvv$W6(38ll=8&62F$B1qjS~{$;>X3NE7i|L zzEf!aF0$*aPN@foJpo-4SXj#4Xr1ABOb9B*`SDIy6T3BdX4u-5iZHqeRItsy}`2~qi&46_WwNM#ZlMmaE!22zwo|zgi z{1>sSoh&-e?muwgpHsQY{w#{6)E+@O;qR>FZy=n*cUDz)nSdSj5+Fnrpe_DY37H6(C=(!4f z8$zk5Vf3fb3l}V)TD6c&CN#n^FBgxyJ3~*k-|wtfxie>Px0qU6S@mO4-P3p56u#6e zhwV-aXcP-nCnXLwq>yh|ueJ8&&pICx(D-R_2d4~zliXQx%Wuw&u~PJV`=SqI(MHKH zb1Y2#2eedeXwciy&cDKTT}w>t$lh@wPe3HuOXsgFR{!tf6~law=*9Jg=XQfTvZjV= zsv9!Rvg7UQALq13r`8U`~80rFhatJt*S$ZCP8LMhmUMtwb>162#a5|PL+Cd z8nbvLQ}BT=Omtf^m`c=5m8~}oKi|ed0m@v(-QE49(I0q9-sBDROrvg7>Z5n;hSfj6 z97qHj$_fQ+!rQq6{K*_cXXK&*)RDgapOCYPN)e<3-6l0G&XpS%$a=Ibf5>UWyOG_6Y@gE! z&kOlJ+%EJ8$|PthOJ87ToS&ahi4)Pb@xAEiXl;l~-YbW3XqQhG2*53GP}=l_E>iOJ zcpfmv(sCENI|kgo-kE!Kdea$M#+b@F#cb6OjOP<5MmgLlpY?j?L*05 z?p94P>=2v%S~u2(`$!j;uR&AYAuH@;Vt38$D&sqGvuf{Yb!^#Ek*f^alQFwp^|!4K z1MT2jiB|CFQExOOtgMqu7tNl%gUdgI6djmA+l{qEZ~|ZG)4sTteqyA!7gxfc5EhVl zw4m!AI%j?SO*tkq0VO8_dOfdR9l2Ct+Y$4uWel2kZ|agb=Fj}uv!7~}_cKrHDiLI8 z_l*cVM)7yQ{dLmVa7wBMne9T}D*B~=V3CyT{Y}qKvrH840hbJQa5^$qu{REj-VsEQ z57AT!Go#IChmTL=8nfQg>RCO1K#DA)K4ow6`9Z~FOb;)bYi{mA?bc_0c5t<7L}45^ z#*IxK+qG*97fnVBC>%wWve4)Q8dd*CMeAr;KV)&LF)L{7*s)d@#jefOy?@??#VKw( zfBxLWIGVR;!pI}BZP1;5aw0reOJaY(ff%!6Iq~O6XaEs*#gn~bV)1XWoB1);A$NA& z+~TlEg~81~M1SedeFUg|o1EC8q^cnH{^!tOR$OC(164bZR;T^C!F$NY>(~7dC2x@GSzUGL0Ph?)X!SqmV2~JYDzt7R&ro8i zh!&;Mz{=IVfBzMAfq`^jbCOAx-4j_REPq@+vE z?)mg^9uqV!18u&!VlsQzZ7x3kM7IeOx}H6I*4J+K!dbItbJhp1saR{8bEFCI!^cPO zN5v|e4w!9iowrQie|sE~WL9kkmS6cS=b}k!k}P}VU`R)-lAH%&1IqAPkD`SG!nmhb zo2IU1Ol1}e35B+Ak!8wWB+Wshb@#vQ*z>MpvClMQU=q}+;C>;P4ujA+K>%kv! z!lG?)8(q>52(Fj(NNR$eh_GZq(qz1^IGQ#EX5&y$(7m6b7n155jT3V`%1&dj8&0Ob zY9f+18fx-#nRAd}vitF_joy}F&5=|}+8!+_J(8+0SH1Y@1YoBD#j|9G)50(Sn#uo?Q>M&S2~b;--5dNd2sZ3AxQ z*!&WMeT@F+(swXJ;W8`oUHq8$@80RSHb3jix*MO=Vu)l6a|!;WXqFHS4p~L5D4< zqM{F#v`ME~1cM&KS~@S!ii zj@Vkc>#w{?qW@(J@`NR%7S=bNlNwZ867_);sdyV>Q2<0_vcg+z!h!UY8D8NVi^=Wt zhSQJT+gxM(Pj?ioO`wQaPDLU&q-y}UdKewLBIBv>ZV8MlQ=?{4#oEl1!>Ur-!_t*23+%JSMis_>1 zQZ$$-H6^%?s%SKkQAw#(g}fSX0w&_TPWCz9aW9+|-!`Z@IF{V-!7&AZPxhxig7VR~ z@Wua3tum=Fp1kq7PE9>sGZIO=?f&G25Datxr5jU8Rf!`-Hi-(S@GCw9u`enez?bvl znqyZPDM7m?*{dQV80`V>&(Yq`QXq?(-G?yc`_~Awr%9$*z@Vrr{4ws z0I_8S|Eej^EbKqi>}=R#Mn;Ze1;)26Pt*AJS}=#%f;l{xm~!XOG*B$>-cti!LwEl* z1pO~Y7gR;GPn*9YrM0@}0Ko=Gz_>L9s9VNMoLq}jWaaevf~+wQB7311Iz1v ze>{bbyTiqwrD^poaL1r&c#Sj&fsrw3e1uzJ>rTI9%JxX-T$3DkNJcq`X)PSzDa`B} zbMa!CyQ!M!qGA{NDNnr>8L}u@XjSi9tp{164Fqw91c8=tLbsI7`ju+b~SvR8)qt z`{~();39;m5l0X!?qb`1p{e=gULCUNec3oC%7;-!$)y z(@xyYFp8K6e1USl|8xOG1KWcbe@l-*_VW$YGrN$aUiw3nabs4Xh55|BKRE-1l0b<= zVP>G>$u?9B=i1@sZzqOt);Ee9g&aL?PK_5#)nWPSs{qGbyn5AyQwYt&eWmr>M06n( zic1?S;JXepS3z#}Q;*x;BqQde&qGX)fsXpM|9!#2%{zbI?`cOYTbK#>qM*1}yQHL~ zv_vN9R! zib>F$fXP$8H(-@~e>QiqEqPH^iJMmT>~wYO?+sMRV&H(ryTvn)huz13zGqBm>y3N5 zWPNfZ&`e#LQ3gK{(M(Yc(Pq`@5erZu=USkcZzzKl(mmXOmb_?ph44(SRH;rvi|`A> zq6}1!3?I!QKp%Jj8ZO^nGh9K7Hk1vo#h)q-t{lU)=!K(Kn8$kW_go&y;tY?9RFAl!(Q zWoSdC8IZ^=WcVEwwV!@};_evjwx%C)YgrT^(tJCybr&e&OFb(hTjC`6Xfm3~vi~Ia zrKk>Q@3e+as*1pHsO>NWDLcI#Wr!`ql>Z{Wq`ykgr@eg!Muc`Yp$xt^$4hS=Q1ow>RP>_Oh<^304x;V_-24YBL^I&&^ zABhxxcbQ~IAiXTAM5Kv?e$Ur2&3#6DxS2Zuq5*y;gf=kmY92azJkuc3S)np?0figU zcAco;0s;Cs4wMfxD%P0Kq3R7=0k%Pzod2$FN^QU{w}{x-TO12wq^3-fY?g+-0DE2A zc-5~Ohm3@bDqH9W$7dN7mP0|J*lqA9i8Fs_^DBU`><690_9i>&cJx00OzoLXw63zm znh_jbp<@CGvO~yfHNuv&3)w|`s$5?F8ww$~$lX?2x4E@k2U$`q zDlPGx;K zNSXf;kQ1tV{-*xr8?k4v7E(M=6Yq~wo$sdh@Sn_?O(hc8#(CRcS*VHlBaGKv-Y9=-zKjIkNt`?HX^}HDmnm268*Y=7C&7EwPfW z2Zkcbl_5Wzwt(efu-<^68A5<(j{oDkdv4acx2t`+5R=iA4YjE_rwLEbcTMr)vyH1e zNdrD-fZd?6gPvu8O73R{$E5*hh>AM?*|Uq*XHR7X6lP7>{3t!dVngq0gtke%2>hXr zAUgChH!0=wc1>4yA>VV!Zf9^D7E*jhr)Q5iDjD?jYkG$eA+rb+9kVV+dn^J3`XX1G z9Qo4vkFe+qVGYELW}_n4dBOn4j47c@D+xc)*H526-y7ld%Vp~2f|_y~!i$J1nqe!L z{J}pwG$-?BR45#}+})6|9)~{DQI5vXdQ!E4aVEfBQiL{c(K($PWj&aP&@_Nu3@%ec z^mqWhJP60BqUrfeJ+$}=mTAzdl>w8DWNsSTWxB6CJu4zcgXgB7YFxw*F#)ThXPtpjRv0)yAO1J25fM4**bZrlsIPCxzD9 z)zf@H&IM$N9q5H(boX4C(KG=4Q8O?B=@QW=kzde--eTswc}+<_p_#aHPhl+|g2!L< z=FO88`yqmX+S;+G#0AZ{iEr=V$&-FiA>vNt&IO%x?fD_tZS`iO-$2A2W_Q>&9cd`Y zms}noO}E(0GCf76X3=|>s0W6G z3{^F1`f&Q1+i>Zk|KYd;kf3Stc;3qR&P;3Td%5FpWuSc$Yy|t5BHoF4<(*P{R+MJh z&sO_2s<%!Scu#skChK0kOP3ZPmynwc8a6BfZd6^?S%JqP5)0}AsppvdcboqRi;TP% z_#e+TPw!mgu~7#Iv?G1SqqiR!mx_oumEN>=oHovd9!(K)z%pcN#l%-@5mW|tL4806 zoQ>Hg5F`D~n+;fGtCmgZXlXKm%)o_Dk9Kh`EqD~XkK5xWpuKRGUbzUN>Yc~Q5f83J zNxc&-E$NbsNNWU6X5xmX+*h$2#zRbvDApv2=cvCw1LD1}oIe0KkQc}?Rkl4XOgc)g zdl}{AF`-HOepzG7&ga9Ak6yh)4^i7_KbhF_>GT1Y?f!{kIio6Ek)JpswZ3kP5ZLs# zyC^Ucii%yPd#lUcL`aatzaX(mC~MaIBYL3bOy=|`P5slN#~~H6R5)+t?k<0};#Paj zFFa*llgpqmp>xnHcy`s58HOs{uDO;A0a-DFLjDLJjLwY1SE~qY_0}dA>f%1i)sMcW zAp4v4@)>WXkM^X}|Nh+pQb7SMviSDs$hdv^{?@%KAw_Lgt$G=;)L>y>p>gRWf*Wrd zM68PB8bNH5JhXiKGrmw6c=O0RoS=wi!N^@w`-Z5Y3UPRxGVN0!5!J7HEC~!qZm6ezV3)ewQ3TotOIuYXU!dT=HKx&S=TG6TL!t>MoAL3IkLjEs#NJHIz zt{9mH+??l0@hY7oNi_IB#R;r8N4`3*33IqYnSH~VggihqdsEwt4DUe7qo6ESSGtGv z1esknXgJb0Ln;`N67Ve-q;3r=It)M40wmnm-~vE71&ttONUmu?;QWVJ85AnsG7M|{ z1h9{y6Lr4iQhH9hhen?w|w7-bzAtlh#yo<(`Ji@TT3`fbRZ z;&A32@GBx>V!#p_A{lob-K!MshXngGd0Es7lv}Fpe3@c763khAgP5*g!+wiMN(wF% zR2NsVf)lUPU}H&{gbhNLz4JBUg0on!`k<-=k$>$m1< zaRReori*zAH47gY-z@dkGIEVdyYvi{VNx;xiX?;1C_l<7D(tGpQD3Od_c5JXkS+Zz zSqRAG;(w1pwTFvgq>_ChTbe}o^+jD{JORS&nkc&U3ttK%peHF*tNSVysGf`&Jk2f{ zqG>-A;c1|qm`ii}wY~w)S9F035#RLp0X@i*g8<(L0gN{MlFfInglwAdT~o{HqvQ^j zEH>)wzZW9!i)-8LKwe%RBZl+~Q@1IWX|E*!fH=9rcjde#OWR5~3_$*wTbUby%c-x9as~?< z0n{acHO<>DYFq(IsJ~cnW@_k||5D4;M##yU@S0cYEY7KrAzD9v%4Az~ZcMBb4d^;z zzz8bn?)^OR=cy?8>qS77t z%3v0;)W1kCz`WnU@7&;i7VU&+*1+T+UZcFx;hN)M%TOXjL6{p#nxIpL^Q#KlY%gLp z1diF*hpi}1B109rejctOKad^qmbXPn>uApLgg-wQ@uqQmFNv+uPf@c+8G1N!(;&xJ zSDTA(alEHn5;X1J1LLbzK!qh06EwT6wfq;k`Lv9%-8*_ zO|tNHH}h9rfB~o+$s;(FS3;YRU}+gTzU3KMA&#{ZRFP=v}fa}h!7N}NExt#=os zaTsy#KD1wH8nK4#h8>7^(3Rp1@eqqG7oLb{DFWHSg)0`j9;sP4dQP$bh0^yaHF5X< zDC8FQ%CSAysF-eQY)zkeu~{b+f&DV*%Cu>ueIZ9>gWe9@9!IZ5Eal%?p2gY{JCVq! z>2zG%HxRkUgZEk+4b?`m*4H^X*?EFPsta)cW7ewI0AmtOTU|MS*8Vc?u7oGsNeJ!L zt5^E7XKlRI35h)MISepXXm+m4d1rP56{T3HiEM%2L1L1i$Am%3tUZ4EPIx+G2U1jx ze4933O=mb_g8BTsP!0#yxD1d8ZVW6zMrLWJ3Izq3Z48!`(Iz}r|8hsqVdMES%~2Ea zvu*)y$@Cw|c;vUD@Jj~)k=#NynS^0Ce7EAFk^&#A5uKKaYifB{owCdOy}MMh{a815 zthUT+r5`?82WQ8MpVufWhIRJaCCy=_-@F^4;U`n7?Um*u{*shOp?yFKaF@5?yXoW7 zq?RnzUypg&(mGWb-R}Se(lm(2tT$HXQ;-EoCyv_wh{O6-R6^Uj8uf`iVT? za$9ES5llB6)w$TSMf^>z=U~S5>)S93Fb?I2C<3MBLY6DzW4J z;PlDCO?%Y%^FEY`e!6|KYOwS=jqd6}8cU24@YPPZ2JV#hw>8Zd`>a^H^l5}0)Y%R( z>;3#j8?}QL6z*5|fUoaOiICp3mFAiL(Ux7TWvh_Wb(zqG@7`hD{Chc|tA@Q3#00y_ zKHjB7(?+1;K^xrRh-UK*Pj7nY8hxfdp$Ir2@|c3BEO2;2)cXx{7xinqk2#dbH#>74u#4KkGrkwBC=1?R#{$iuUbtd&EFgdYma_UQRr$6v7Zm>4?0jtJ*{P-7EOhr+ zna^xJGd|R0!YXf@j8^koZ`nUH`&2&@?SK^y*%8`49jCUA_gt~0r^%d~?VB~V^!8s= zSzCL(YSHEwX9I5UP{J0gymbiWKr61 z>WhSb$g2;OV#(>gFQZ6YMlUKH-NtVKRgrixWam-e=WU!!!au`lY)`2IB19KYh|K?}mFu5Q2oPl958*Uiw zsn*@RZJ@ivVdCZG#R$p!mr`lSFdj5w{~)X@@6}X#PJXns6F9&s?hhf!?BKO?5l0rA zKYkd5dKe_c2djQ7I+k<_R3U!FS-qGnh;sP7o78Ly$v>uaov_^(?ny$d9XijcI@ro$ z)7P>1|EaNE7J7ZzvB5Ptar1hN#LP0ip*tLpz06S(VH^Y%*<9;*Z(EUct{~mNm4=24 zmX(wb*dyPeiA=v12V+Qe#5QgLZ1yUsC0TyrH4t_GlP6xFjvQvfqCHIx?{Hzn9kbe3 z05qpbpeL8jh2j`YI}7FQR%i>YMMUlBv(}mY(*T77v;+X!Qq<8z-+An{oWEwfnbDd- z`W^}vDh+ZA2}1Lv$nJp(1!T|m`fvr%bJb2G&ED%38()Ds7rT9*+%EvC{3C%9!#am1 zeoN}}DvgX+P@(V6gZSoRgAbTyw0HrnE$IL9_nP2aQqNw`=5mlTJ~20^-Pk8F zVx`R2kGyX`2E1kL}H73OX|^m5pABRYZyrnrwysQm|S3!=87qPFgHS8YO#!lB9D z;ujYp7dz4)+c2wqxQX+oP6*ZN&i#%?*wq>N1(eEjVB>Gmc)4$1bIJbn6Yp}t%Vc^x7K z38(|6&eWN}m?1wYlsTY`z@J|X9%5drifn(_w7A4?Q`c0T19YD5SvW!2wDa?tY2>*9 z5am8=VLs%-!tw?BP9vvdgOQ2M!uQtL1`tYiEIJd0T39; z^F^xabcte%JNhO~Q9SXV5_tkj3cA4Bi2&Jw-=~LoaCd5TCxrM~lZhe`Z;bpP{34-@ zJ4AHvK`}Nnigj7HtAGPJ179_-NW#y zB)pLR(~)n#q(l4W+v+$Vv$^|o7ivU2R;MXmw&bmjm3#x41?^t9RpHqejjy2<_67~} zJ8f9N**8Dh{$ZdX3}16SR~c-h=rp;(8QGC!?^qaRh80*A|E zBCU`{WBCr8fJT_GQ<`yw^gM?sAMJ)TEdLiahJe+-?UOGG=Bv-gz08860U=$AQB15i z@9cR4d5u)eLwXyGIs{C0eS9W%HfnRg1;w(DlAD8Jz$$AHV<9+jW{9*m6?WfO}P0urH^WKy!nnf`p#f4$N(Yi)4jrPEAS zg~RPg<@7WZ>*B)}M_0tGY&wdq51pHI5 zPyl z(Eij(&{d=)`aq9gv=@t!ugdS}AIRU|5Cv!< zDJ`wGvJ>{YFJE;cRf|h?HfbEJ6Jz5=nmBY_?fJOI?D2t98%BK`PEW6*lFo_v;$Qx~ zDy-&6CC(TXzvyosni?7z<Kq?QrTDDne15OA04cKG87bzCH+xjg_FUAASv^ z7I!4a39Lq+vmdFiYrYAY91=+-*6FH+FXtUQyb#C?N2r~(c~(d#r;7JiJOeId9rmj( z8R}S&T=k>{wWlEVahd#y)qaYPKH`@fB@+=u2x(T^WQ~I{NjqvF9FJKz;J6`9jg*Zw*U7 zf7!br+GvfQ8#$Na2@u=dXE^ry8Yf}xxPEWmFA<%|-Ip8(Hn4yagn}T9bsf*$ zDWRTJTmtbTEcN2fc>|7tN_i3#Y|?Gc07;2zm_XLvxKlXJ@ysf5z3pNYReNMmMLxYo zt$gCW(odW~D;ROp^Q*_IRu9;5R1MUoQhaT!T$MCxM7`zk2mP@DNtMG}l< ztrLB8Xl;j_kzJ}?;Sjh4UGvLvzs&FJX_EE_^_>s`Fv!3acJ4#^_m@%ZV$Txc2S^x2 z4#E!^wL=F)6(%`dfPoB!IXZWk*{Noxri#z>{&3)yT#IaRhnB>Lh!Yg5$GSCmJhP7DVaKRZc32i;dw8gHkP}^`Gzhg_)+jLx zt(BD2c-Ed?O@wz4W|sJy*Z$>k(>KlgJ+{JbHfSKUy-Eh98;yZT}qi!vSW>GE6}fVeD9V0FkQ02*{G5He{~1 zA2d$+yLMFSUX(v14>zK)DaqfA*%md1wB^ZH-cP$Xq+eWj4D-J=*|on4>+3`$TTm;8 z_;6-9qZS%ED{ip)kCZ+$EuKDqz&(hfNK&3La?@DQYnV=~NgH2ZO!OgDTIHQR+I#Ic)|V~qhIn>+DmQD|^dh-B&I@t2 z8PMwSx4--x;s1P+ZUC(Oi3#pq_@fyl=!lm?lD4(l8fmp9KiX%?eHHa?uPeH%TRAGw zwe2PW4Lg$L1_PN0HzjNb7@GJVq-sTbEm#ZjQzTQpPzr*1;-I^F#7sau@b??}`62#S zEl^!bLM;U<@Em_#y;UnEkS91{pKZsSml3epNnyM7!43bao5yMs$b$B2uOM11Md(2p z6f)2A*7Nub68^H%-0SO)Y91wFxEVh}v`joBdxJAD@gx`p`CX?Svaz+jt}#9p%s`qJ zO%2hgJUARaB$LIsC^l`wor_dD!|fX@XxN-R)8)!kSuXrR189KWoDl6hOllHG?a_VY z$bgl5`oGN#@O(BlmE8kvZolS9{}m&T{BR05c1*-0;yCI!Q;=0cr&I%X$(T{J{erw^ z&K#hn^toSUy=?ER2K=mXJ6kv^837ZKn#E&HcPQSO1PkX6T+8&)}Z7t)N zWR7@G15z>p({GsieJZU5YNbovl#*Xxyg^4a#~2f!UwHq-N{X3-Jt;HIWv(+FdhV9O zVvTXJv0J+IW>qzn=+S^NqxiqM<7O=ERCT-`b_nz}mxDrxU zY)l4xLXuJrpr>kNmxfvZ%)tndU35HdZn|_?B6Kqu`(%SrM`J~Oo{v@Ivoa%!D|EkW@gxPS-PyJMDjZ|q%|xP7TxQ>-2~f*d;OsySyh(*Lb@y z*-QxVlw$wd+WnlxIYD_=8qK@!p^ueLNpull686S1fPwH5FKWmf+fBVj#!2%~-TBv8 zH4L(7RJLjySHC_X2I5x#qlxeAQuoh|ZgAH!GRw4GEC)lI*el?e2~Vs++u7E(pl#CL zCvGl%{3R;STra2h^l5iKfaR69tXr$cS>KJT!du;c|Dl&9U=vMYp@9tnA>ZPrxQfjZE@8u{Tf5Z1U-mruWAo>2ny9+P zStZBH=e4PXx5=`oTvE&YaJsbpOejDD{suY+1fG^&`N5^Iw}&V9`h_BRj&lqz0Wo35{a~!0 zew=U_T)K!{xb$dkJ{)Rv-+Yp}iu3Cox?AX|U;tx`Kf>N)^39MWNWKwtu{i4xO?m+V zitgdDz}09jPA+QlY~ZZ(z1!eFqT+7bK6^d$6^Y5!{#Z-PD@&ZKl7nu)^y{4d4=XP} z(>9N7)3!qg>+_TC7G4MU=m4+%AT{pWi;jmXJ^40%gFsVEbJTAO?5f5B@IuF&d z6p-B2j1?Xr)V_=if)HT3!9=sNMg;KEh2r?6;@Ro;z4sNZbSMb;v{r&r~>dai;Sg(5!5R206UAsEBO9Z2ta&2N*P! z3knKQz+Pt>h0NlTpbzQ!fyG^ecKy_o{1Cd&bd`*kW%je*5CD6C9K_tcCj;7kE-oJS z!^m}f^0(5g(%fg`)FKK}P7bp(4aqMruHH}GiA~0N{NBr#b;QFpmm^~f{{_+8qOZxB z$aYzYc>dK}w)6zxly7V{_2AW%uH(0kR#H+DbX8zrLI;FzMc->3>5X2E_#tl9gZQJc zM_yj@Dq!;vPE^4O)-7-^C54DtqIR2Oj!!;uh1NdD%P{QXCjf6*&m z%CD5G7l>!T)v$;m3a6c;N(<=1PII0^SjuDyah~(@k(g4U6E1zSDmg1=K8McM`r0aP z1TVudn`Nzg@95+OaU|2x(K~$DkGWUOIsz{7C9(Yg6-v~v$pYdC$r)8=liw7S%x2vG z!Y9Q(E5pikbd2e%tVT_D8$>r2^Dtp~WrJGB_lHBN1G^C?N_(6RkT{Ul!>}JP|Sio zjAjNcY>(jDmP(Vac&r#Xo!f+B+gtogFd0`4XN~we6rTm3_1tv5oSVT{mAf}!{SjA4 zy~M-WM+0%@%$ZPR7z3O`3)5gRxw(ciRYq(kElr#bY0SA;n|V-!-hz1pM@<`>SGPD9 zWH#s2{#L3#e~AeM$KTxBv0KMJ(jS1*{VF(@H~Whl^di->3_fpps`;VCp_xgSYLqlH zVIb?Bem8Wh1F0+m6*lh|_1**k{m!?(A&b-Mss}T1(LT|*ao^^d2 zc~4~nBq0hBBCAzGUq+q{sr(fG(++^D5o7P2wajb7lMyw5Gq?^pQ{8z?^^(!(0HM(8 z%AIL-m)Pm+q~K@n*!j+P9eoAyFDK`RvYXkbAB>3wz;o+u*CWe88G)AEVl5qiPMo4S zt~fONSQW^aXtJK(l&B<*%O>m!{vJ2zaP0@X77Q7e_G3Md<&D3m>y|ClS28ezvU~SS zU#-2uHKcB}wmVi!od($knY@l(hU#@F&NG-l8WBi@gz~5_{Q`)yrZusJTWFq}?M6`t zZj_y1Kf|Qg%ubU)CNneDHrLHCS`OT$rC)$b0uTLO5S4Jkp@pIC@j*71hoZ8GO`#p- zU=i{@rQ=kPHF4+29LnTb&o^|6XnUoSC@9c;YO0`&xSCEBT3%F}4=%_&3G>>L-hKLv z{3p1@l_^HbDZ4xtJ?AhM#`pgBoH1Va-**yA;3c~Ug2;n6TuT2^T72@kx)_w{jr>2% zv>y!;hGTutfde1?Hy6YFaU_WG0~})~D_LX*f_ca|hfue<^H4?hI7IkV7?3IeQv>s9 zH8Sh{`NSi83undlQxK^H`tsM`zO{fwu(UKdC594FK%iOsKjkCCqb`h$mQmSAI6T1a z1a==we9Zqj+7S0;Jm^7|oc-#{M2@ncpEii<;F0ar3(5#j%pPA~Du=1=R#u%Smm*S)p!C>Eyax`mL0gRO6904Z`i^DdyPL`#en+;oIg>c zrtTF*w1{R247fS$+9ww%Y{|1fSM(3cDruYfqfBZ@CpY7-)x1Fi*@`hGT0MIzQyAW& z^uCDLpTp+j#^+a8$|MOClvLjly;ViIFOI(dnGG`lMd)yaRi*H2v~Zw#?3Zwcz;fLu zRP|3O;1iddzLcqVK*eYG>pNw|QE>3TmKWF^&6-*8k2S7-A!~3Si`o}BTNXVx{=(H7 zM+vVysd@B4YJsKRSogXUD{W_f|4g$qe1nKQWtI#53xF5inO)rJHpJl$aE{o2BGlPM zdoKM|b`MmgWmmQ7*j7f-%PHIw=jj#UH6Hh3mkK8V1!#o4-&icKRl6fh& zu*1f6Nbr&?!p_xj>7=6zxj*pBmbvfRt-6pg=U^S*d2DzwUqW;dh$Zw!VrS*vvr#I$ z4~@B#^iE(dfajZT4L`4Lb-cL2=P$~=7ev+@-;q29q$|U26!Sw6w~2C^Lt`D&u^iA7 zi1K0GI-AmefI}pp(C4{K>0$dtCnUw_Hc?gt#jI6Vi5caAmt36TR4d8t>X6do4jy0k zYpFubyzf|Ydg6P6K9J!~daJ=OW4tGY>}uS+X+*ydd`0n~iYO70=lSbz$p7XZK4-7r zu7W-SGBc&1`pP1+C}RaBe_;zNUn4Sz@y^~HzL`@U#UR- zyre}kAgzFyzu$CU^#5`J;2Pv}a^c3*?0lJn4w4Gdx7(TN>0BhPAsL@OZaVM(E$c}p zRW$n03x*w^U3S`*KYYl-L>5(3`pd*jBzOtU<2wxOUi0ryE=sx$Mp;O^+J)Z$~{Z1WwTuL1q;FLMLu10h{Oy-kJ zmhpuMt;je+TfT>y-jHsd+b+iU!t$!IcKtSIDn~Wh@%-z_Nq5|d^#K|Bez#}naaCZ@ z{&6j@v(e)m0ad65sKQ z!bD}W#1^rCwco7^-Ro2C|4RUgRlC993e4V;4xacdq{ecVQw!oA-HBwpyu^~s5NhY> z2F+x^dC&G96WVyx;`!so`M>EHvKnKo;+4dkOE-_YLR`N+V<*r`xwyCt?IFlFeROhY zu-{oUH=@ja^K!J`}FDf->G?!`NulIZHy6JI)4e-$4(ZTxQki)8c5jnAI;DOm4?(9 z!pRL89X?L;&dPaR3 zv8^h9GgSMVL%BSKiLhu0ZBV_aVJM^5M97wwYZ82Ee*+cuvTugnE*7XqydE^I^!&bm z!4s&^GCTLEe!^EDggz|ut`9&F?>FLT55;GZ-*nm&Atm$bY#3q+f%%#}XAJji;@e*4 z{aT(b(VD=Bk#Hg7bo{`|_!^yvIF zeglIDy$&@I2+OQb2CcI=*zhq%oT)p|X_ViX4wwaAq-+@_1^b>TfKY|F&UbnHl$IDB z!k^!ZnAztF?d;?G=_`(poR*nJbPR5m-TaZO!KRuOgg>&<0-Y|O?yyXf^Zaa}wS@(w zS~GE*`3DxQ9hSc);Q?gRki9EUQh*pd_qLqYqB=}UN;35^S%btE_gsHeTS3F8rx_(| ziWolqJ32;cFv(+Ir8(QKQ`*|&)tE;~QBY#nGICW;9$5k8@!Y+6?eo9lzCaLgb#;yI z^jE>XqWVR2*`4@fOf^~i&t>vCMjG$hSoRZu7QBp&Qq1Ko1;DCI3vNgmHREwjzqy4@3hx>h$&o~_{+&rMEdymbpfXQ^?SBb z7#jaZ`e$wyvOeFpG^YA9mU)djIw+!>&}vI<0fgVMmyF4#vmm@M9>`c+EBtFa&nz=l z%npD^MJQX1LFooBPW6RErLS(G(!BY5J2!E@QHW1OvLT7AyseJxk=TuMgPlv17d5nz zC=`x7u_*Iec*C`}oFD%+m6Mw7%@n|ngr~lK^ih03Fbq%h_fmZjz%b)|YLs3TDiMj->eah< zo8W`_bwc5;U}mL^)=^v-0xf3i#BcEuNSGK0Hk*}DYf{a~;b(ZAfWjngy+Y93AKU(i;spS>~Y zO~QvpSMtJWn{k!h0eQ5JyhziYU}SVx7^ahj-yIKXT%NOzVyGm6jW4QN$YY1vq%Bp0 zK^-LqwZvRQSX=b!dnk*BdzBMRG~h=ws@A`%(`LUL+8Ma%r_?B!FFc75IXl^PBkcQW z+6-UStqTpRS)ygP%g;6V+@IpQAx%}A&)%dREXo@?5kWU`7~e?;>wf}&Ev z1jII-l$wu>IC*54LCf~-?_OH)=}lJ%Gcq|ZhU|$;t!@e^%dQa}#X$lK*ne8qmm1&$ zGHWM@FXn4GBRTrW*4+V|U^w`gSl*jI{^^oGu@35RwA;^!rUu<#7^DE=;|)MMV%pF@ z^A>uqv5jN8Kfi?YbzSE>Cx-9EQ@kWQd}766Pn}P{l2pRD zW?9EF=|mD5a5pfvATV94c3SAXe<YyT6q7UB>xw)S=Qpp?L&<7AHEe&*(8@nE%rm*Okl;9#R&!`f-kG`l@i$ z2BJm8C8pthKF?m~Vky>v5XJV79>+vQ8B+ZbTkzn9MVI-^NU@Atg!y&uIZceLj6J-u zX{AT8FY1M2;cNZq5a+z#`2I=s=36cFM_B(MKZB*BOh$an zzjwgGi?1lR`5kxQ1TBJKx;2)EG`RdFW?)~9Ovy7g_TIbI5KnBM=_jnBTO8fcsI~uM z^a!st%LhLgg5w4@)BB@d)RD!)FLMlI2D;whb3M&zA4^BF8pQ*1e8j#(Z+Wb9Tb^kw zI`8B*UO(p)PS^Bl->%)A2dQ)Ir<#6hmN!SKK}}URcsmscVoyk?ryIkQ7SV(4X1w;s zgONKJ?7d2aa6c_&l~I4Q%Hsp>0O&{-THOAWAFjn26Y?tzFYXuslGA|dj{T_Js*%gt zM@9{8BA;&h@UR2of6R{`Y;rcW04zs1Z8_wS;dkBM4$a3r7sbP`UoIb1p8UxQpV$m@ zf4tehbbBJE!2z56^DC-Ge!I?FZJ)|`=B`se0+-Vq}Of+!WBDx0Ti|o`}qE;d=P-_&Fa>1Xp+h3%8MCFum$Ub*L|Ae1Ju`>dR?|8g0;b+TzO49!tZ81VB*#@(@8c_cmOEU04z**mip) zd;pQ!73ccXOFknBX#TQdI?@&BRpAezieLk1zUi@+5W6cX4a2aAQ3@<>%|8xEtZ7o0 z_x8KLRKPcx%u`=m>Mpejp!+^*Z-NH9fXkPRj=E#iWMksh|Iqq^c@2AW)S#mE=M!i1 zG&v(CvN02;F3e=o2wm51an9pqu;Gq(&^%LEUQscT0kcAbvm2Q|*b@9+lp%4O5=BnW z47vBqex_jQ)2Fb!s2Yss_AhkU(Swp{Yf4E?j|=)heMKI&+38oy?=AyC{ZB_g?(!4k0!Zs zi!(QscI+`(?R9M1GmWE0tw1w(Jvgnn#IoGc(9)l)Q4~qt0j}8lCASQ|W0f(~YMY?h zx!Q0HfboIQ&}P4Q$YTDeNvp4_Cw0?Pcevt;T@PR79JgRgam-tFFd|U{z@p{<3-ZCj zj6Fx8Y`FRI$0wSg7PvZmUe`~X>j$?w%Xfnzyw1YRW_kw-mt)UEVo`&OhUV$rP``Z8 zXHim`s);^W(i#RN!5=mMMCyy0Z$t6=qu0Oi3o8$8R1n zJ?r}-w8c*%xz;0OklY55XUg;-0vHg_r%g;gvb=rmQ}d7Sve!$tBc-V1+)zapx7M#8 zn6`NS?^DA_G22N^{1yOA5M$sj>kaqw%SF1$X&`1zQWK7iu}avoh;|~**2svB_Sz1i zk=QSY(mP$5Sm#icd^{rBR%C~AMU;qOno)cWU?gFixNhPHU%2l!m)nqA?5ycDte8DWKOuI+fw%L zs#5LWx~Vv&DdR=5`M|uP0tPRD%*YexKOB!SpR>8u>0n*f3hGy&&PJ5iuJ3-LBC#+% zD57DM3zY>59#qpeu3z`G%gw6LVK*VkcKCV{PD_-x&ka@u3wdC&hqh-7RtTTX!G0raW;8m9ByvuXxde?{1 zH$@yVW=WSv_B*yccW2eK?ViO!gNT~sGP?~tETiT{3y2$VS^4DO3q~~jtT=Q`qj^p1 zE~q?tzSI3dT&r&S=}C&7>25}(q)dW99q68j&O%0r$a`q_PrqiZh&bHcWNYs3&Asg` zS^5a2zx2~#0yl?3I;x*xL1t&|bW&15GV$6aJhser3|G}c`o-`fxr^{#N?aTTA^iuL zh<;!DA@bA|D*u&_uKwktyIT2+>XT$*%KE%O&tg}ZaMPwJ2keu6Q;9ysZmBL>e2StW zWt1L&#gm?66lzM{>vzD>5FKK(bg7tlMU0C|Mu@(gZw;RJIZ-`Qcg_|6`uu;^E8`FI zO^=Rs+Pcj=_fypBwd07)2RwXzw&tn5?$DuW5AX+Wha9MbjdJNAYG> znFF?YD%(0Z_@c9tkzv$na?&I6d$3C(D&Y>F!78Y8^EoIZ)KEKfvo0k#j^;ueE3u?m z0*IO@C_l5CNtb2u`Rcq^BeG}dJKdqsLMdgfeg%LOTvU`vspXp+*)T$(q%({^TEtbO z6i~6aybly<37iR6BSleW@FZeB7~WD66jts+eTxNik7>8*36}k?>l^I&7ZC$fWjdg> z-a%i<=#$Jn+ucGq=!IO7S!Og2Y>Fkg6RDzZgOa%3d7@3Gmk_yqk~wC^b-V`6D7Fb!u>t*6|II zeKzM>5M~%oE9UGrBmK=E3!cq$yxt;8A_r;tP}zurojFuKc6%a>*c~`uf1OW^t!aZQ zMKpU<*)$BJ8G3`*WgP_%M-TF`_6lW>Mir7>c1czJ{a{17&K4Uar5Ak7tStEd#!$GXqEDYxP}9@-EaiFqfBV;WuLl3OunLT;lXl{C@id>&)3b{-ZFsdLj-kc#sGJTqAfO5f^C+Vu3*1>voK!NpNlWgOaE7xjl|h6x8bukh*UUxcV9-4?>`8yeZQsYd*!em1QW??h-9 zL#kj#>63-N9=eZBu=Iqg*{Ml9ZMDi^-!N0V$jDg1)cz(Ho_JGmygLRYcO=xGKCfy% zQ_h<7M?=YUfst^XNFFsLe3oZ=M$Km6L#9R9TcWDh5=fpPBS=gYeOf*$WSKYB9nHV$ zE*F|xwQ}U03T?{QzVu|OkP$pR+GzbHSR3uS)k<>w;kynE zc}wjTf%6qk9UW55GFeUT_;;hrg%8-6ImsDx)WCqnpB&i4kCyzH)b49h%fD4zUk~M> zj7(elhy8!cURxX&HxMfadQkMrqF~ja@F)XBdWK_Vl;WzfEk~0J2BQ`byuAb`(H$sX zC$k0t59AS0EzqeGIxX6^v5UsdfS&W|xgoPtL(H|#&yczQ!07Upg$ouiN)$U)Pmmd6 z)?HN2=wZOrffQQ%GRaWB-HXp{xj7Wc0YUmEpD7F(zlTmcaR}hH>G1PeEnXMs z88L?e!~XuV)J=f9Io%l$A@GQmGY}k;y(R{<83N0vaaknT;#&I2YTJQ=nzO>@;;k;Ju55AbC~JpBcqLd(N+D1;g%%Melnn(3fr_vJLcM~Vd8HoVYG}a zFye=&CngS}h21Z5N_blg8qE4zHTIKsn1g^iS|w{Kb&|+f8t&hBge&R-cbK56MhXbp z_dj5@w84aLW3eFYYR10*z8D&wBr{XTs1z|O4VQp8ciAxIKAhf2@kO3k8yLShg<*R~ z>baCq{KY2VJzT`v4?f(}FlmS6mU))|gc)p!hjnQHxp&F(09L&KiK%PS0Ji!1ZF<)R`m%6+nZ|WZc^G4;&G= zfPkS7B!N)E45hl{RWinqwEs1*7+g8=WgiRdkDQJfD4He95tG>X>N&=hLDc6kYcybU z4py_$+_;IH5wdZYyFz>%!3o`&Rd&GzD!;JMGAb%c{NXx_t2z<3RzaaW=XHBGFwAr@ zd1DgFnS6F#aIiT|y;YC4qj@CXuqDiRY@=W)ytcrjag)LKa0x$N>W5bFGoKn4y(&7tug&kA53BZ|*1(X9S&hPP*toR$l>i+yzXCEinp+tU51KMrd3hGF{4IAH;Z;_Vsjk z*RA`q_lEVbRbL_5y=}iAzjg4^m&>kvJi0 zhI8Rn{2zV}&g^aO23`EzV^3tGUHSk&p05=`Oy)7FEA%(?O-yFdznmo|V-wKSm6w|U z=r6&HBW+J}DV~J(WJr@?<;9Cu_(D2TLX$ZrF@KUs-*5?v9{tiuWZuRemST`6!&wq9 zTEZ%Zxp+Bzg|q^uh2-}`Ts%Cigz6*fO(T)x9(y#Pb_WE?MBTp;EG^8;qUB;bbZ~j1 zQ)`i95wAUb+UAl4S*NY|Yzh1d+#kVOwFDS!kVlG1E8GDm(PGdzhpaW>v@q~*w{(Jc z>Z6?P`+KrlkLmiwh>7rF+wvSYubPdWE22lEiT{qyo#tjY*)qajlDJ1@Eq4HdMEBwE zNWcM{7t2@*Us6gnUD^9YfU+xBl9-xJ;>Lu0prKd_FAc%VRpZ=YTL*-21hSDFT=^0Q z$~J_&uE2jh0(Kx$ulk0DPD-@}L{Fx!okp(o_g5*J!{@9pTJ`Pj;3lS3tT=NLez@WE zNjUXKjBw?!$I}N`w|1>5@;~=MhoX(EFSwA%tM5Mvx2_)*grQtA0hCjGb3mjm`BpOR zzogx}U5PysKW_ha!gm-|?d!P4mLnnMLj3XRacCZ+$Btdv@-ux!9F;YYw;YguuE?T&)rEPO0KK0)2dhW{r|6UxFldbc&jp@A}i zMvi(X;j$sA7}Hic20jkY0{8vimr`@NEjF}pWBs&*+SPS-9XES-1eH%rI9_O8SNh3L zkC6KPX$Hn3X9}aw+h*wdR~aw1=PDBM3dQy4p8u=emNVtR|JQCCH!Q+ub-IZ5(wl(K zt)V8)wQPwtKG1sXW1};-%{9G&4L(VW_v^KMZF-6i-M`yNrIa-0T7sY`)WU>@fzMon zW#Eb;E)D@Uy%Vr=;;CtWVgiazL>W(2C&Tx`JKH9X-ZLiSZrI}DM?FUV{y)Wr4$&xH z{P|5M;y>DtcAa6S8R58CQpSE^)BjVt#h^WPxS38a=QN150vFSpv9LEi388G3&bTz! zr1$aicX{XPDMo=ZS&Jr-6TN$#YaW{V(kpGbQvpqt>g7J^rb?S zdmYc8TQEl`R>AuSas3s;agTaTd#Vc?MNs`wkfry*5}vYgHl!IZC!du1o6~%bjj!7~ z;%q_d!)N0v$6wnTyEA2O&xa(;a%upq)&&I}=qRaLwzsNiGti6b*~fREbiCB%FJ8=N zHavamfy%B6+1%A6MrlRiN4`R*T>rOEhK`x-u;n-Ruif;14?wHJf=4Unz!qR7=I|=H z3bhmh$zZlxnm)^RZMEJLo&Ne)FFr5<~PbTr0HbWO<5Y9vpF%jqDk${B8!gf{W zh}mNTPS1`Q`{xJY?bZhKP<9$(RR57ur|vxvL@hnbBXApnu&Y`U5HORBn!_OO)5ODM zI&ABWxr+9YTDo0|^Ub1*GaOEKRad~F^yiZUe`z;;vo_c(*wdeD4Seg~_51t*eSDx_|twy;wW%3k> z3UT~qyHwBymdv4Pv-6{4yts&6UQe58^NaS-!Ir9*qhG(eIzt_{xc_68-1JU*teqdX zd4~P|T+h1^<|F%;-2Sz_cV)@=;eTp0?eCYzRJI!x;&jPMkkUz@!-D$2j0Jr+9=E8`!5h=l2mUzpY=Jss z^M^-EHvRV!$Ex}*2{kD{Mm_YG^UA{Y#UT=zDER}NsT;fOP4AQvBzzO;ut~WQM7!j# zJrlMuT`#(FdS~kAUv~Q`H2eM&_dBI)2Hw4?nr$M%9|A5ViJG#b=XjjC{Nk3uF@q(b zDODNKorN3IB1_+DnK|QdsXQCpDwudw9b`{Ld?czuZe?G^=pT&8;KX0ty03RLL31859*25y?q{ z0+NGBj;{@H*RE6doLzOl_v+UBao2awDTKA=nsbESTW_uPQFkTJi>{`jqoGhJtHsWo zlBQ6WBvL3;iqy;S8}lEGbof6@EKZ2YQsd=Ft$hdoUUB)1k_CmbR+Id9QRLAG0}5pa zMeNjZS=)f#MmtA|n%TLZWBg*;5ARa5oLY4t_1+u73Rd4}>60PhU%JofOBtT|;@3cX zFKvwG>~$ZST-g{NaTNBCi;`z(-K`C!^+Me_m_6Rbn%b3Z{IdXL{lgQ zjl0M!Wi0jj(AN3Kp-XS5)$$ybt}k1iRQF@m2!D)2E}vYCyxjfG9EY^uuT#r3Zx@zZ zN}=>GTeO)%aor$r<@*iciM9>7W^_PDNqo&YhFP6&L8$u=qU=QL$4f49EEr22#wL zg{?Zj9ACO}^W*#X?^nkvF^PTr^r>>Vt3obLnP*~r{Cz`%N>z+P4Sv(-KB<&$8mOFR z9QES#{f~u(CvUFYA|I!mddPA7vVWd0mqvA@RETV*xsIKKLvc}&XsS_7b&lOHmS zTxH#4r2_{J)aN;6E2rr1ba8QMFY#Acy^UA)(xvZ0jrUh>;fyqE&Lht!C?q78=V<3N z{j&)7^2s_lJ8rH-w-KxU#b>#A>8lE_+5HR`K}}tM0vKO*u5w)RH~bajANxK?3S}JuR=Uch@CHob~18 z;Ns$1x@1Ww`Cv~%e!NA;=eptGqb_+t_TBs1OM^9nf`VA3Ufeih-5bfFlBPHraMVS; z^_`mx{wtTFFO`{{9dq&3HN&cCZ|B*G4uLGLngorS$|xDRWL=4g$w^l72G?ZrZ**RzcnF^lmRPj70f1vz+H6JvBz31NePf9mg7Nd@gonb_B^tNVG{%i$y=EnS&$Ma!f)Pwm^cZ{1}fw-0i2k2KmeM`;zgW2N|tJfPK->G@IO z&tu)ISQW3PBIGby`K|DF>g8`Ighnc5$h3WYyw9SjCO9Z4J|f8etUsTbeEUc5s!R(# zmOXon-rQNQoNJ%j=+vJ!`{vClH#(lPBi&UM#a#KZ+~h$!3s{gQ!4tUS}x(|tHp!jE5HX7KjjrpeigwHJ zo?oZg!WoMN6KUO7A1xat?Oy8e{mlw&9EmNQs*)Iz%6K(_u&}T$%&Z@`o_mw?lnI%= zaom*|Kh|5OTvGz1boL2QQ1259H6qzq-CW1~*_>mlQVC zUK~+)d#%w2PZs4o$4nniwP-bZqcJM!@$cN}V{lz{tDfqTpEH=^u}9dS4Ez{`TOYI!p4;v96PIZ)o*OFW zTJ7~g`^N3t+k83Il2SCXEI&jlr$%cYeENVZf4aQ9DO_S(q4vS8`7@*bB`-e*2^o!8 z)WoZi4?Wn%_c>aKgQG;hI`*k1ufJPgL%K@6LY%Trloj@~{FEbZj(i;=mYYEKqPdRi zYlZjYyUQ>VF{7cO%uFt`)8q}in3x7sW`dnY>*%ZaEPk9LUl=0dmXs|NaM6mZ^o%10a7~q$!g=>$dq+r)H4UUcR2?`1t2Q@nk(i%C3Kg|}9lT^T{T<~wk69mQ3&R?9;uT(j_2T}tVb11CKX*$?X@UMSV)=HwjG{X{EP zozVSpWIZ0e&)dlo8_1iAmpf`>W8=mkqSuY{2>j z<48o@+9g~VjigwPP4x687QNUuVxHCmO(w~4h?Be~@$vDjvXKuxy}Zoq0!LLdE+1dM zX1nC&%ZXnCHR}pbR+_Q0Tw}48zsrLu%q-;LB_|^Cjw8N2ud-5BO#1nWo4uy#HfH@{v%UQzaoTQw986MD{TdY8!>XE**w}|u zT#az*?diFTkukWT>2_~@--y zkUQ`AtAx+6AuTQ^C#N!0Y=bwe+*!L{KfLRVtE1&&Qgln`!XhG?hiH{bO_90kmMPW= z35cbuRx(m3ZNk5Y;6g~&)8OD>l6$a?Gcz(2O|qS5vXGvb$Z{M-a*4q;v&`G?Axr8x zP4%Vw@tXJrIgKirG^9zi7yG846YXh8Pk86S7%Z^G`=nB805)>}C|0>{c4=c}aAR(s zH`P*_GoFnJV>)|c-fh@(K2rOGCvU@rfWtcx3A=npwkKz=txMI5P|Y;=<1-67c<^9~ zR?(U`)l6wzMSh?u*Bi^jYM`m{4-sUcVE!XN9_~EZ_U+sA5`VrJZym-R3@qeKEG&h`_9Enwpv)-@i}XwklRFTOKj-`#fIJbU!EP$vLA`|;nLvjdUxnZa$PI{(GSBJ{%@_VA(-l(+Lv0^HM~h< zn_lB1f?p=Zy;)hr($$)~baCy2s|rnLT&92CcBdBz|AXbM; zEz?tzP%0&avG&c+&;Mh?1}ki2fh-@Hi1YiHm6GoGa`(XlSzX=mWvgf}@gM)>hm5NAeYd z+y@U1_h%1$+`lSDuO?cKZDL}=p#N*;WM6u7tUHf++nM5xg#oo$RxypUN&~M-7?-?P zW}d53(5RaD)e$$Tr>m>%=E?@Rh7pRu5>c#QRVZm`nS$UG7~)!jC~cNMlXgDf@N;C3 zeaM^PrP%kq@mIaA=KA99qZDLV6~1nlDAIj6LV&7(O@HOoK)%`7eL0HjZP8PwZv64b zA1N1KQ3=hCw-U^UoVJ-uJ@(}7HC=DFXvpFXVJ->kxt7!8SE{09MBm=uq7Wo#m!ea= z8BqBwfVln7w_7-zBF;U1F*7x0)cNK4W(OM5H{b|X;^jXc$C>ptmR`;p27jicf&$Qw>WANCN4X;>2a(RXNqr+kUw7`SX*v&w5S{cZJlbJ4nby%Ss_jwEg%I4q&H0 z*56357r>TZ$P_uvq{Sn3gVG+J$&lj%P}}(kkLK{_QraMqW;pGw{Ge zW*z_wQ4*Ci3n=Cne|~@a&XYy_!4?h2vO9P0Ua{n-xH>$3{8$@+gb8t>K^R;19YDGp zA{-qMrbttc-Tcqk45?k&m|&(|yIxbTUd@w}o4XnzEacMLd+(69-2iB7hx4(s59oZ{ z7=j#f3vusTf4}KQF7>arKwEBDP;@9WQis*>)W9W4GXocZ1EgM@x|^M`k`MJmQzs(b z`i&d4ZEbC7u^;(_Cp(#1arL^UkSV3PK1Vzo!DP=%|Y`(}f^Gk+K)3-GGV+ygZ2brd!3w&0Vn^Cj zel^{pFE>_fsEoM4DC)bIQowYd2Lul#KoQwRq+Yx++>OxnTe?yb1%u<2-FU($}EiS&6z( z=;xaa-Oc&=?e_&-e7(4KETXhfW7x_DzZIG_a4|EtF>bopp7!wJx{{~dMP)jeDDC_E zZmfMSXg3rIJnU&2tMMoh1EmbGNJ{mvlEy|gA^Ty;OP5|$U5eYfb?aGi@d}KlRbM?1 z3csIRo)k(1w{h)$9bMg~(HbCTdNo#Dwx7b3$e`JfW+Lg$5=DKDj;DWe#vT^=4 zrA3MpL+zV3Z??w8{=l3^#I9V+*u*2aH^<0U@~H%#8`c)}-6dB4J@vHc*EyGqR(xR;glW z=?OBl8QTmD49=dv;M1`oXlQ86+>+m3q*QTcS|fNa`fV%6c3Fv0&Inccq0ib8^qI>J zQ(-?Fg3LH8Cie2&dQ~J(9eraY?6#hsnC_~W7`1F`y2F>BVgGXx9Gt9MQvQfZbmNvS zHl;kLPM`kJ+^n&F{rY=%?qqbdHgbKIUCChjAIH;n!r?=LYj8+$qEwUtOGK==XMAVB zaP&yzT@MchN5>o_@9k|zI>p7Ufb+^>D`DNe=ay%ZE7k_xF<;6*Pr^@uvAzO8H7p z#eTRF3D)Y{>!qT;izxDrj*c7Y=(;-(lA)ev#GgOm&vN1Co;KJlp)9XWH)Gt1z)Wdj zrcP|xuf&w_cw;M5{NvSwQFrG`QM+` z72QI9kJnckLYR_Q0Nr0d8C`r86&4=e4W7%LlS#$Y)O6_AFAK}9YrVm1#$0KAM*{n; z)!Tk_nwv8pIid`zgT&CvXU7+lB!bskGAMB{J46y7Z_8IIOVsG8Y#mFVb_@}*0cjNQ{+=A5m%%1<9Z ze%#!~Mga^+mUUnB(b@6Ba5EGE08z->Atb3_@)ZF2HmzIt41-1@w`qw>O`_&Wl!t1b z8@FyXko#3q1D3<2->y1$0+nE8u7i!xXsy=J=%_q6rWDj-Vthe$0s}cDha(_%{w!jw zL97fk5yEg8Rz^OWo|$Ry>WTv4&k!&YgQuWlw1Idw1_jL4+Vw{I#Vk z4Z-fv9d*tj1S-f^u=a|R;GC5t{CVXNG(dqo18VEWgb=P5<8;V&@M4UgY3gW2Ndu`? zv9u)u4oiV>uKrbe)T|B>-CKph0{pQ(;H=fp@267@tInc4`2u`MC^4{8`T!5n;3!Kb z05+mo#C;;claXg8)qP3uQ4Im>-Y=*py!TuPQfV|jEg}M}?s)dhnJ@T?1SC?Gw07;j z$-%<4JVw>*PN>ifzh=C=wQB37u5809*0*oo5ZW2z z{nXLPiK9Wc#4qgq`!gt7&M`U-KVt4e;vjcGsoFS zJq8@8-a1{-2DGmZ?JbsqZa`9Z!_P_JH*!bojr@*SMTf;9FW~q0$(#ba>!Z5&*%1dl zBU&Rrj{w`#_ctqzKIOLv*Zmw21%g8#g*Em`x^Xeh-lLG1fEIh)yGhV_F0+|(wk(a*dZe^S zEyZ10p==QX703I{o0+gELGcH&twK$8Fpc%uHVLRwb+}o;C5}deGav15i~*!;=xvBm z;EEYM>j}bi6SAOHdm5x9Ov)8`6M6w_qE>OLW)R9w*^P>j?f15D#p4f(ecV^RpUTY4 zG{E!9;~Q5q2r43s@s=`>FvhU?K>=03jSt$=A|fL0Q`y_|K6QYd4!t34oKMWYa9%K7?yP>u+Y`6iVK62|V?9_>_E{R{hNXo@3O5MGCH(K)fHNQg!mnukQ zPN=Btz4n{EK7`)i!bP^4Pl64u+OFJa!)o+=f*{n!peoaWVy4;ISwg__Irn6H6%3l{ zq@VYRiRs};SIc*99I}xAVm&!*u$oa=u)(6ykYhgWkMGf<**UnD7mPW}?%k}AYzQj? zvCnvNd}3lB^aCQ)jVg$U+`6}kZFkq)a$$s|;w$ugw>kK-HG-2$Xzb4i2^!c;VZLG~ zg^ZKp+1S~8(@NLR&xyzq#rHf?Qd0K)nH?J$83#J08P0CwGp$5&A{tBI*Gw5mE>($| zg(;|1Vw@3-$}=rGhC$18bY|dRp3ERN1Vv|lfszOj^{7wL)7I9<9Pox*OUm=K*`p~A zk}P!F%JK%Us-UU?=WKt!fjwqsW`x42$CVa89R>46nU;A|RMbO6G>{o2Dl-+Fh`;OR zRs|x#cyr^sTybc>;CH@${d&l(Nr{%i1aV>B3m^!V!w?I}9IP##Jnn?Mu+!w3te2PV zs?UV^qofeapB}p3-hl|s%FKKUfxm2C7@c#{mPdxO#15H3?2+#Se^v>!X*^o$%N5Mr zg;I$>uL*Q|B*;l9hPj(LRrOQ*5VEQ#M|$MajFlkn@)Z^3Y`_xt?2r916$cTOu#O0g zrcb5qlEGYpUM*SVO%Rv+hV|>8BUJC@<*hCY+u{3i+2$5z&|~M$olDc`GHT39#inHz zBQS-O#HjLmAc{U_7Mf`D^4qU@t;xQJ1N4r>iWMt7P1zlVu^v`$KP>tD`E$djoXis^ zPFNyU&P$f~E9U9%@1Hl>%_j8g6E}(R!ZX7%U~^6awAbf4q&rV`?LlNK zk*>)e$cq7ZA$f!d34~vQz>6PG8rCL0N6l+uMc>ra6s?pTj$$2I=Lo?JNRWhugGlnE zZ{{iB0Jg*nWC?N^R+Y3^5>UXw71z`#BafG&Z*5;6Z5s>M|nVM$7KwF{zhDJg&eZA&49gAB9AWU~3p(Igbt9Pq{9Qu$g$R zBkFsxW+uK^`=Cztmn_5=z!W(sClWz|N*FG3i$sQqaW>2Od5f?*9O^lWpeJQPO0$T8 z2vh*1I0OnSP9t9(AHb~;^g=QqB+#<%!w_zX3M=Bl5QkFU2*Gn`WJC_+8xQ;hF?krN z>hEvw^FWFxydlQPusrlG8TZxnM=JYYf7fvQd6V#NP_jNBe0%8d;c=fu@`(4T1{J&A zw)0D)9IZsK-b70q>8oxpcJkILDKK~?LfIPk{idd-j8GW@b(DR2$_;$Q^7Pzp0<(~| zZLH!|MoRl_Wx~&u<%Fe$l16PT`MJrjpm$nhuT)DwM_xG1k8=yecYn-eoPuJKg550;f&E z^(c3TZ1+>yKs6V6tw}d2$VVZ?6QV7pm)9N@0i*_V9HmziBwtY#;O6hY?b{~u{S;D9 zoOioSHazZT(|idD^__>%-sJVqf7*OSH2&_rd!FFUckSA>asB#lo#yjzU;7m4nG`H6 zEN{u4A|=h6ckjT{ewybrkaMJ!7Vn0977d|U)c3mTn~nd)@BHhI@=j1k_@MBGvLfpH zhyywtOa}s454NvdvEmUH8(!{{j7KcbU~|g?A#B>R#kaWXTktz$UZQ9d@-;;K!=wMD z;2}@&brGp2*Q43?-4}aHkY_mZ)P_ zsiGle)~6VRkWC0eZ_ILy*N5R_qnUvMt1J39eLLO%-pz(7eP)9Zu~soyEm6Fz48A7I zaU|(0)z`NEZ;l}Wt6TR(IyeEvu2ftx$p$Lfva~b43X#fb@+4jLpIomo;-FZR> zKoQp;SmsXs2Q?SD@0Q@(n8?z`LN$gUaAk$@Mp@Px?!Ug>W@JSb_v+QF$?lj0 zS-4pIh1uj|zhqo#?Ju5S(7B~~IBUK*Dxkl#-lpIcLPaP9vi1*NqM*W(x2cOs1NRad z&VLliKN18x>P0Waiy+4#F(UseB&e5MSxrm_&3R750AgovAMH3XG&$bt;r;ZfT~Q4; zFeGtNT)ldAXn0r_>yi+MxZ0Vl1Ky`d%hqgHVH#m1O4NgaNXLY41@YwXM-tm~@_wq7mlMGY0mP_*o&h#` z%`r9WG((oZ!Ek38&8k&|6$Sej2P|O#ZBF^+rJH$kvkt(DjYCiHp!VHS5h>7JfH{=l zzmZ4j1YgW^Y?|h>RP8DmFyI8KV>ML#Y%L;j(`ja;#;`dr7ozoZ7z_6C^2&P>^0{~x zrBvGV9OSc)5S)Neq!G)dWn@M$!qGMZP1rgzX;)7n_Cp;$A~e;TY(HA3*Z%$c3v9Eq zS?l8=vrD47NEu$cV#SA_BRYID`&n7fg7uIAz0fu=kbp3Lo)q9PWK}0<1c&gHBL)x= zsjn$_-mtZjE9V&?tI?}#OYMI=)jMQTe`ut)PR6q`%gP9W5mY$wFnIw-SG|Oy^%%jI zxQldu&CS`|1L`yaUqO;8O2$1X?ScCYNri+GcLY|C+U-3M2uLahKU4`P3G8lI5bu+O z0FgmTJ_53?Pd7_ISb?YDSYx)0FP1ROEwS!fz>^OpvdYSSc+3QBRKheOzocZn!$KlO+1ayaiJm2!ZmNbVUNs?i z)DIBAyrF{xi30wAq?kb4UAE*uZ-mOoGZa3iZue2~bLWU(jM%F*TxR63OCMWm9U%G7YS16w#exHVrdArdE7&fqnYSH-8`Z-IGeP$0Ui;=)lmXd0=IKw) zY_G&v!_6k{>fOjcAP>5mj1c4}v8pQVdWD(FxiPns^+zSU@3@o{%?5JW9G% z>ZyiuNbKUI{D%zI-rpaOAlI2(DqLaH>=dz?Ls^lY$QPcW@oL%1^`sOeMKs>-CtwpV z7wNN!bzT#!it(*_IXjj=7bWh?>32ZumYn2c9iUtLiFV%+co&qZ@|toT2turUazHDV zDi$GYAL>P7`$J#>pK2s$f#?QqE!;zR@_o6mRky7F*fGyrYv`i^a+R-@vBLz3bvrKz zLNZsZZwA7IqEP(fFeYzY@BTmVrCVjF9~l9)rD}ip<8@5KVUX0!QTk;sY*LyZY~^Ma zyS{vF+6@KIHf$qY>^WPgjPREL!+q#~i9sAJ-LwGu6?JV}zP+Vp zZ(%gV+6L3?lNxBcnT{?RY8O4A0}@)IpQlwaoS2=^?`hVoN!zyZkp7nzcSHNGFyBLV zL)s`=kHcQ3fLSA27s5zm*_F_3Oli=IBe0o?^-liy9p)K$E3C(o`B>S~>#{GfoP8{b z%|U1YkU34e6Eo|uZmilrZX(W9QjIpC+Ka`CFhtGflLoXBb?)gw|B_$FoH?t>ZyVoJ4TcOA$z8)0Ho}pOZ2H)S@o&4c%MjWwVXUYtl{hO~7>;tAM zT0YLN(IyX>g!d{eFW^SNs}{T>HY)NCgesd9jp}PPkmo;-W?+ZNASR_PlCM5ss$S8l z3r|)pebq1`XAIQ&d-v~GAl&evcFN4kiU!+7Dl5#WcSvh!Xeexdh6EZQp*{!eNos3S zR3aDcJ|FO;kE+Q=`PaL) zZ689wC@4?jS;akxj0jh!p33c9o;*{VqkT(FJ=?nNTaR)9ocW}oK4N8JIthL;J@y-l z36l8{BEm7dM!-a%*=JuyK<$BuC8uczUdnOq_2H5DMh8F7l3>6O;#&a9M}L$ z2l6>cO2Vc32|Hzx%nz@E^5&Gesh?p}W5T4`yUege(e*ms^^vTlEu1L=H+yvXmLFTN z>-76l&5gIN1qpQyOFpChJ>2U^Zv!lb*lE5XO4H1m<9~IOHW=sojuCmrRSPcjHS)+& zP_26i?^*WZCRF=N>CLFvA+<5eZvIiSm z#)l-6244TupDkF8)=z+&Y-m&u5m_z9w>dSRzwHP-CL9rs_}7_y{&BEUvangRYe?kK zW61)Sh;@_(*TC}?n?~Houp&ugMG~>v-zm8|YqHd3HU#Ay@vOksthRTcyW23+!$sqb z6AT;HTcVa@>;_8<=oDQy&_Z5}*T|2@{z1x=K)#f>watLd1UI-Z4sJ4H`vMTut&4!Y zo=E7#NldUas2p!pBCwQUUs^{&Hi7EYY*IS&SztgPxn4Qr@^g}PK5>`sWnnq3;WXln zHzc4cZ0n@s)X0kk%Nb?aRSvJ34BqbT;}g#4Jbv6^v{x!dK28>VlK33#q{_tIjlC$F zpe}?$Gse9ABf+P{>k6LXJg7QSQ4$pg#6=HmvkAm!inuf2K5zx?3mZ3X48=Nf;3DFb0SWfYDyWZwe%+51g9?ODA;6OJhCvz%BSBBqR`u2gwoNReZ3% zR~I($`XrtE;SemO!_E?wfgoIBS;Q*DN6urOiE-b;S!O^I=$HiQ|D52GM%^fvWobZ? z_aqQU1X2cR37H&lnTvsLUES|6h^n+3nuILm9$vGiSTK5>FglaY1>(wVUD#O`I}5H= zh+jy~S4gz5v2yPn@`h z(I*rb2%W}*m)MJu+u<&K0l;GjXEoVcs5nP@lS`v7e|t^pkS2!#A;Mmv+Li=M4(jX> z=^e1XzS8T1W$}m~ipso+AKPFfbReaDF8YK6<}FGi48{$1Dk{158fn;l7TF#s*5oM|2gu(1)i3|ijEKy&kt znXD~!LLP*?LSc)F!jlvrFqotKW!t;=41wEK-+!SLpEv*G;SI3N$T%REhaq)DUkDbq zZocm7N~$&3TsYp-}USn6BRT!@ONkDlNB z)Z%xmC66^yCN^b^+%_4U3kwpfsvFVc32&yI4S0HTdTal;B5L--95A%YB}fZ3oK6qC zdjI~)f5nhxh^MRAENIm(>n<)TPy>jO5fNF|^9OF9atu5<+MDqD_w8s}>uvs&p4p&v zq9!MPCcFk8{-X!Qu(64)1rTiewLT|{Zw>HUuqKQW?{*FRjJX6JTO*bCe_7g5;9 zg;wCtmxaMI(IV-JNu$)?uDXI!`*Bi;wEMZXLSom1!7Y`*yNt`P%EBnFkQ0e-3jP{$ z?K!YXYu;+Cn|CG@^d;UAAiw=bE5To;g8%WK{9-~@78J696aaumRVxWyBBXf!<^{D$ zw-B^aXse>W*HlGZZ>nzCwk;+xaX)c%;AMM8XZ4fci;Z4wjrn>&H}ZQ*OC>c~k^lFn ze;b2`OlSv?NAw}g5z-RsUT1Slv4y{{|JL0}HCQ@`x*__^qg_WVemrm<|F#^9Onqu> zKq1d@V!PVBdxB#7{s7g=bfTn_#tsz8@b?j~EAmeyVv4Bm{KBU&ELx(NL6RzA0AaLy znL@Na*a6Hh&YNE-EmFr_N7j)ZzAzQH0FWCqT7Gb6>Qxu^t1ts$q=Tb z+X7#UJ~ZW2{7*M`KWia55<=7?6{Uy|5qiT zBu~&pFx1C`l2V+sb#Ul`*H3;5^~cAeqCI1r3%kE%Zrw$p8~E}UFx#`j>5U9poYoAp zMKpl65lA>XZrulj&z(U?hMOe=3Eiw~3rbMXpTs2WlQuUq;9`%)KZ}tg3%AHj6?>at zG+D^ZVxF3`b)!@8gSK~fN5lN0T#ry#6(YJ8>=dLWEl<-21w?5fV}n%5p_U~Jp;8vm z#(eBI=YGm{&Q<;q;_ zdUru{`dZe$V++L3g}eLrX0d-3*Y9UA)%@0pj+uUEyWz10t|~f6GUVg$B^+-Kmc9Dl zmvsITcN9doxZYNPNcD&Al9$J%Xg0pB zUb@fSSl&VViuk@uRY}yG-sK5VC*+iMWX$AzG}fD}KYd#E;lVq*1TH;fS@Qk?d!5(R z)OBtJnadnr4%~M6pMR!2&Gd4-CHSvlJ)`EiHr zEOHg?%;Y5+@+VRVd0R_QdBnD7kEm(7ig54+;o#DK!ue5LskLZtL6hE3n<7B-`T^BS zO)r0cHjg4LoB1?->;{d*lfkK(A^TkGqT{qLZ>%F9`WN3JMH+SRDk$6gXIlIFTjqGz zPr0MY&(Ck3-8eMii2qm@&0pdaEnJzjx30Z<)+n`3ccUV;|JSdoc7hDqTJvAPEfI42 zPcOhOS^d{Hng@JqdQt_}yuQP7WBwi3mH*pA^ndL3{|9gR?-$8mBXFsAjq7`FFE6I_ z29Ds;J;9}VHrvU-9=ma1)yZ3$dudnI(=XK&xq34ZRi}4R>q~+8jJo5*&E4n5XPoVF z)w5f7JWyQNwEwUW|N4&F#WA-?JxZKwh#+m|nWPyGW^!}|mi6l|%%l6Mt8$Blr+T?L zR5K*!raO+NTJ^}w;gu~6Fb1nf8QOA4B^61C6qbdBf0=k3` zRD1|#bqGl!_~$_hnXAW+fdB>5=6?ttJ7PvhlS~|``%t1bIQ_P{8jD`tBvMybM|V*B zj=Do1&rGl0Q5gszc_ZUPL*}^?Km3W1^*AsvE-5LA?ks`70CuVy6*bX=)o-AzV0z1VMiq{F30zE`UgA2_Gn3!^uj%;FtE+tZI z_V%ZQ(RDSixj~~kcf#ehwBSAM1 z?v{+B)eP#qDopma4GUQ2@LF+dqc7kDEvw`dlvw1T)Ww)|&!TLVZ(#Zz);22g7`7B# z9h#aUo#bd`CFYAvRZcPK9qWiRY&BA)&=4?RB2fyI_9hxC%FFv;PCjP|LL@_gZL!VD+ zhgWGwvcMX0p&hSjZ|#J~a@Ddv_iOt@3TToc*Qr^Q@MQh)Gm@2-et`{P04|iAS-~6y zT9UYda?}%`j~SnLaE9CNW9!dadP1~P);&M5VfVCiKK|TzWt|9ydN0~r(7!^OIQ!fe z#!b?wa@NX_yq!Y1^Y?-MpNE-fO=tte0*~VmyaNJAf96?F;zt(f&o~JVERBEX{KZ|9 z-_+7S#aMdM7Q~ z4SmF{g|~*mLS$I87Mu%d>z3$RcwfL>mK!|!;3i<#pMRye!`dpirUkMMuh9THswQZOeE>aYN*}%w_)7yM~ zj@+Fcvhe##Iw|Yrk>Z>gEmSDmn*QyUXmCBUGJr(ndZoQkkS94k|p@>Z?_an%>FZb&K8$eBbi543$JAhJvjRlCVSYR`R-qr7J6nXEM!f z-#jtn+=#aX;DiG5YH=W+8^|3CB3=))i`UXGtb%9N7dMR20foPS8q=__Nhr_cNlb-{ ztP-@NO`xD%dH>#p8%4OE9co0LBS6fEMD6Q&-BCM_N0Y9Pl-H9-U^me z*X9OeAL64AGqEEdl&JV|X#Q57aguuk?oJa}c=Tg&g}eLLw}3$>{oiDLtmMo%MmS|y zQ}{hNI5?`{77juEMoiCG$M&sme1?Y)%wMfwjATCqH$!wBV#&lf1wMLorP}3raYKs1 zuj?+K(F4zevnz;a6gkp!*lkL-(Xv9qzV~Gj5p0R$6B=o?w}N^Uc*xQtKOj{qKw*d7 zmq+vU4aO^_3k&r#qtCiqQds0b0kH?8H1eIB?fe;&kK4nE00#(RLJ`i08Kpz8ABKoZ zw7f>*zzCIXZ#{7M3BdtSf#d!lC!^3Exb()ZWMQuiYDrzZSq9VoFev-T#6(H#C(yvh z6`jw6|0M1EV$E5vCgC_Gy@6=ysLEo8tt9=c`F%7+3)2hQN`hxU+F`=R#wMq(9)Is1 z4HSWx(9lz;SrueAdM(8CW42|&H|mg;`=1Df6UG^W3p^!>_3h8Ms=&ov#@A#Gg9owW zBW8u%X0Sg4(;+e7zV=(d8OJUylMggU!Gh+!8$Jvor|^WC;S_vf(KszVPY=NAoUH_x2+gaw7r7!Wws ziP^Pe#qV_@a&^;A((-h1zdpx$RjB@>1I=7wS-(CDpeZI4Bn8Z?nps$Da*~py4Z{#t zsQP@D{2!&kE=}AwKc9I2bou*p6q=i4D+=(OnTyYFGM3X`wp%w$X1t038$KQu!Nb(rO+% z!ijYRQHK=huLFKZ?&)Vp)6vna*-Q(gTxp1KxbPz-Z}mSZ<=!!%_6Z2sp4n*H6T1+z z{+o-(cS_Xjc^68uYNdraJ{-KN@S!Fx&9dv(qQ{>|UEFDGZeh{>)3(=rekAWmK3}n6 zVMX;Hre^Z_9drN7Rp37Z3-@0NP5( zrJG;xo?qTY3z@`~dXwM&Z(~#KBldmn*Y{sqvG4$t|D-tnt0wtxE?oaZxKNr{KCge%odWsSG>e0<!QQOPu#UC4`zj7vzXaDwjj(C48x5FD9=7W zpQi}ApIo~}B@xV{cD3BKQHoj2ZsgbFE&h5=xyG$YhBXns;cU6=x#3!YGUmof;TM9= z-(5=K0a<{rj?{wtV&mS`d-KF|{`k7Wx=2ck$43;Ex?{wPi;t*O7P|*zE~7khUwCr} z-eOo8`l#`Mq4%Xt4fKmB-ORjK7Pf$E$UmEhUQ%QJ=jiuDEsiz#*m`BQPJ4blQf2gxkaGv$o@<_qB#+Jmve;!al7$==~@_Q*EH<6I#GtPe=EpHCU%FBoQo8>8ivL+51&fH;X=*~_3 zit`)onft}H?2ZutMmjK_fHIJQdNYh8R=T(3kKYuYo3`N5|5DJ8??3ezF$P(>mcEre z+<(6lIq$bDeaT4(6+Y>dBxk5Vdo($>jAB($Q@U!b ztL%bz`Hs^P8~l`OEOayKV-V>o^duCX9lB_8Z~(^VBYV?Vm;tV)%C z2eHO@+bZUw-A0pbU61hqr}omYPhZTo8Iaf1d=4v&p3O!|q}S}!r_1Rh8E)K#r|)=r z{;~Az;(G&sBrLJH)_A2-(XIUvvQ2Z;Ud7OYYF8$`_(c@gU)QPFr~-tYaC%EgIpmOG zVvDC;MS7GV!hBLH^6~L8B*uaq+m|3UIkP%<35~a0hk8^nHmL-_Mru6*IH9Zr4P*nk zGqYrDsEib2%GRo6eakuz=Bb%@uXs=ZfveCJLcFg4RN|hhoHhI&xn1G@!#Hrw097H; zb8re+99u$;G^uQ?K9LSk6otf7{QAa<>UO+{Q5IEr49C8Ox|Vv6?#0utC<59$I?!4{ zj#iTfarD{l>upBoNQeYd1f9LPtLNkQ;Gf{_Q>hIg<;b@aw2$VuLI)7Ezi z^Vg8H(BIYl5ICF-XDXqzinX@We^)Ka=w$i10ngI)R4=FuWf~!rjO@PE_|h*_J~vj1 zQ};ZCWeJVXBeBINePO%o3`iHha6v&%u4?V9-2%#~;`~LZ=fkN2yEHVfJpZoseUk=P z(|l!j?9@ElDVxm>zVq=io|{xLYxZ$+${QQ^D)|<@eXCRxd|{rs4{+%=X>mLtd_db+ z=+~*q`u>{A=VHrKB}|PLHXz$la^&P-{^6Q8)CLb3JBH-k(X#W3O@gq)?DU6o6s^ltq+G_p61-G{r7z~=(HV^^0xt2Uo} z`i)_>S5qkVc3c8K_dMA?4Wfr)$nkmASnFlo!{mags1bGr{k*$VD`uxyy|tykG+k(< z*oh52_8MD)9o6cz^LSf7T|T;9?-nVuB>g3U)dS2opU|jDpotC@^*r>vXbFLiCU)d% zl#bL17iOSCS#Q6sW=88TT8a0{Tk=JeRr>@ z#y|XbAsyc%`n=#o?X=D}4a?&nms%G|F2rXgjiY{Jkql}xkt0_223h6B<$ZUoecEcZ zC4vP5|Cpy{T@%PBjq7qw{}lUaIOjF`u{Y2_#hol6!L*s_ftZCL3g217U;6h_bJMWjkjVF+ic<5io?jYr#yCR*uSlMSn&L0U)A;*5r}{6HioYL(e=FM- zmTq`ZhS{)NTaoy=jO{>eyx>?JH zaw-TQN=$mT-_hSIpdqSdUte7YAe7!dex(JQCb`Yl^1thHSnu;f#}43{8%kOe)NkM*ACoL z#;xvSW$g~&j$vhELoXexnpKq?u&Wng193{B8k!C>K>!i=^tL}j(rDaLCHa4vgmn?> z9S06{gX~2kq|gdMo1dCJl38O7&z;Z-^tUXvpQ06~VL2 zT`?~V0raCIBf<8k_6hGW$1p^_cyR)EX)U^F*LlPO*E547e3#0~$~;2}8~f&U+t)w6 z0FNI>0w`F&J#k~dLnv)1o|GhwL28~9GsZK()cqJ+2|9s1);N*Gu=n_EC0+hz5oH4J0g zx-kIg$Lt{uloEkQWwA;1 z`wuAFVD-K zsKXRt+=0RFvE}G}|G6LLnMATcQ^V=grvt524Gg0C^QKJ0a6}@ydrAKwG1o!mCJ&h2 zXstp!uxW4xOQb8cM!kY~0HmaLRveO(m*3s>NoxoqgB8vxHUhCtlxNcNK+a5#iU=yl zUSSafC0+@^EdrA*S+3yGDB*WV3g?f&FRVaIV*xh2@DK5Az=hn zX&0J1P@H*LzFN9Pv3bv-Jm4{D97RM z*byinAYw@3tB7Hq2zclalG4=;CnFUTpLG_erGENI^?C8^y>(KvQ+EwWi#6w5_@3}D z&g{?kqkmix}xXm>s-*R3H5oBr1lI z9su+v;$(cgjDaJD#4iG)MOiW@BTn1K>_lMEpP4l5b*k9*yu4f*M~|LCZ*ds99zuz( zLJX5}4dhHEgdgGtz~1BxE{z~X6sDUPJfMywpu>BAqj<{{j#IBD#~?usjl{9icyLHv zzRYUYbvoqeTlB^4O{j@Mr!nYRh`MmS z;J8!?&rmQR(AJ{S%c3_E1S4e_Y81%9JxSPUdxeD5h*}SAj|?U`3jU9qw#;n%_Lae@ zLYf!FG-l$tVOx0g=sCJp#E(p+)@PnAK>@5roE)UfTg~z3Tl>LR%dJ`p7QKBFQ1>VT z?em_YPmzBG|HNhhge~{UsWwdy^&?&S9C5=_jy2 zLBmN7jD;kq7?QbR6V=Db!mQA1VeK3)Iyx(bBVEY(^2D9f&hMZ zn)}j6D*LYOT}qKIk&sNG5=y2t7)r>NOi`PZY?6>NHJBx3tSE&jLuA-O#+0GRP%>mH z6_U&{6v_A=znyfH7Ms_jpvj_T|Nhwt`dfIT}Mq^Z^UFOhV;sUT1Dx|97 zap}LC6P{J=U^6Dc4D<(Xd8qH@Rf5)(-<2EArx2Y2tShOzz?KaKNj_~@ob_I;kKQI3 zyWafODSe{20#ynz>bdq@1HhswwC5-OQRIwFPQ_8T!5>jl5-w)P-3tQ~M^@k8-#@%g zYRNFP!bm+2N@xbKv>#$Gb)*7$k&ZUfD-Sf`I*SflNr>@A8?QsY00)z;k$LDhlOx4IKz4-B{r9+OsWhJT0Cw1?_5sJt_KGG{kVc2Oxnm^|M&ynRn(3 z39!$SxNbzowZP#k(Q`t-B!hWWc}=`d95*^zVlg1$STuPiU}qCkQ`_j|v%P(N4^;ow z=+(lJnpSahb4R0LSRP5ulOygP@P^6ne#o9L{KlMv1Kx|nSPN1AS|xPRUcp6ihJEct zQBQ4mH+^U)ve*i6S@wdvE|kqY2Nv0hR$0?uC_Zm__Is$Uey&E(i!Kn{o|=~SR!UM* z?r@X*A#LqiT=*Q6&7BcAW@ctzWVYQI__!C~suqT+8LEUkp^fn#ob)Fp*TK84!+1`e z`|nOK3?3_$RYk4fFH}2NqcmstsWOTjw&e@N?eKcfAzqvV)Y6NB2g`dA5dhJ~$!DW` zfk5BmBcf3zofENo`aIl6FKleBp32{f7&y{N8W-QezIQ14uZ5yiG-@Zv3ZS&>JOqg! zc$Jp6JEG7|VYFyydk)kltU-X+!e@C6{ZV%63Ah3j5>3_t4N9IT<-X57b7x>TYZz&1 zvg9>jej;(&@;*U=&>6{VYe-Izw^0EkZFyJ^;c~j0lHf1+3G%FH`h1T%FK6`M^(i<% z7RQ>cVr8v8D0roUAKu^!Br+brFy=fRg`U6_+^+{{8wc?^X-YcQtRY157u+;9IT}V< z&i!}4#YK!uk&=?ibtpw;We#eSdJ+HpvMuO@T2xe6m<3LAv;2EG%MsA5GQec-VWU6E zA8ukW82GO|yO4@Kj&0}5zK8C0Z#&V!nS;tgvOri0&y$Piy4bLut+bD*<{EH%UJI{d z+6DqP3f8ALRI$Tm^QKKvcpS^h5E-%@sOy)Llzis_t-Ew(2UyN`I)@J{v}GJWgR>op zA4K=8!inwocf$+(0zkswSYu&p(Yk43Dfye`TqSTR5=N|`Qq@Q3)_PisYe|VO9e$hi zo{^6E@H&sH^yp+_u7FjJA4+#98rV$KGVhx?1(H?GaSei`8ZjOQR-*7$2< z$=Px*Y;Ejw2^0sQ5*uqUgU9-(&WUSE5C%RS-3z%8TqkG{4xqugUik^I*jXeKW=a=l zRfp~jpk;Y~xC_D$%n>+1iu1v`k9z&t3t^<=hxEw&AsA6CyUA=e)eyaKXtLaboeh2e z#o#?owmeF95ZP(tW8#lO8HN;05wHRORJTVZclStvvI?o)Adw215lGqWR{*hAsbd4R zQp}lcl1=iiaKv_i=0vX^{loV2Y*f--iCsv7$03bUsGw{nV(ITgSWd50uG0hH29PD4 zeb7I-%;p+-euEtf>6C}2h4!>QMLWYNza5$TLUg-G9}GfAL)@g?%j0wsbr4B?(z_0q zO^O_e0Anj8cm`^RK%+v7dc9?OlcC-@Co)hQ@>D(bqr$_2+)9IJ=jG6tk4MS-Z%BaNN^ zv_Ua~X@07pG_SG??X8%EaS@3h2SZqU_#H_qsh}gjQT+SEp;laBhp%KVh27Dk;#C?v zCmy3{B9`VOvtsTt7wy91(b)%*+A}<_2jN{f`U9W93nu z7p6)xdDP91p&S)fb_hXuYv;n0BB={Q1@`&k$$LbqiPT-S^MCw4PU}p4s@S5g_aV z2+_BZI|~ql4E6x(wF^2Zuy`n-1dm`qge;Q?_6C~6=HJJO`FOwDqU0O{5Kn8Sv(nVU z;@hR0d7y>Ta0*DR23#4Eb*H0~F{~vM?e3&F7xiN#t|dD}hV6Wa@|5&@6^EsdgS3D- zvQngCiA1PmUm+TxkvFn*@EHom#gRlqvsDAWd$MA!UO%eVh<*%dK2KLK>Q4y%cW*8U zxp}>-tGg#gFd9%0(>WXpBA$Q}Thm+YP*H@WCuAb_Jcgf7ze}DH-LuFAWQ2Yp_6OOY z;>CqoQur?DJ}g73>q*sg+cQXFt=nmdy)Xj@|D&#}3*z}w`3q@6MIk&xQ$-_v59j{`j6W2vv^o!9+0JM zLy0(D;6DBuhQ&mhp(b6aBzOzk%rK$9)OWhRs4{DAbF>WY$&| zBk~1UC8JrNe?J4^%zCdWITANvz=j(-?lY=n2WnSM;~|MSETNGmU$2txC+S6EJ5kwK z&6f_pNeV_$>gv|oaV@?|1vDR;%uJ9h2wAddnwePFaxNcksiLz%AN)y{|!#w0ZJ;2e2t*kGKR zR2Xdljw8TNU{@X9JFQagw6?PP_tQ_=LgN9Z({pp1+aJ}ATucYZDVm#jM|PidHh}Ro z28%ff0it&!7mvMQN5l(a28a7DxCzqOva{u4A;8U0UVGajGw{q4IAT+|Xf+`Ztq(wT zq(y?rBH%8Qx_h91q9I1A1c*U=Ea#pCgA2)C2hf!Hg3?5bnZTFPwc+96cahaqo+>ok zE_nzn85%QOVfLwKSf!|~thXE7qi{{dvFZ{)P0;U_=8naOZ#Y*jL-Q3X*BQWcx>)5--!~#i5kWsjpO}PN%=QK za3dz|(|)3l0!7M9G6IamdWgb^?$-<=)%fEM&ozWR#(W=VT5AwzPDI4utfwQv zb%~HM*#< zqOB9bx1rXE_??IWTg(=yjaWn{EByBW>ZI^hhr;u8h+-0Arh|D=(nNW%j(Hb`FM=)` zLS7j>#CHbIXLz4~GZevS5D86NjQB&*JDIl$Lwpz=3b=r@ufWB|5_5l6xi-mXuuDId zv)r|Lb7gcfpK01GLgup|@JLin$a6d}(HE&lys`U!^8Dh|Po?c?PK!*_eYI>mn939E zyR*u(f;RLQhi}+^_qurT@92)>&wJiYSSKrbJ4CtL8r@5}7xp5m&GVJN;gN>gFFa4X zIpf56gA)+q%+J44W)F$8IOhL*)~opEQ00Z*+VZH(zTJK95Bp}bwhU3L+6jFt+6rCJ zTKejgkVn|f|0oqMa#69d0zmu~2mBzat@B7l0HLwEwl*tp=k3VI0Jz!pxG(_$0c$*` zb97JYUkhjeV~R;Wjb}8})#DyNUIuJ-_0}!+T+?map{pwD+dnW62!j%6w~d{hU7U** zr7(Q^j2{gQ4Xp~*6fLp)JEQlcX`{3>JEHXE`n#`oeEz%v)B&#yeHp$Km^TF0Ey&=q z?BCKqqn)>am_((d*eF}xY$I z7r?UoyDm@=|L@b#ST07r`sB$LNd0_DQH^tA)j$aN=CG=Je$C|H4^2&uPzb?itHtYg zft_O3|C>9Fb?#OAr&lLoZwOsw?~WJsz&xz1f`Tf*od&d) zy9_q7pu49$J+mYT*#IwL{rVo-EYb`@RE8%QB1&4_{R!=pP7ENBG)>0x6)Qv~B@g}n z<)q^>(!OqLYD!C6`|7JxYno_39%~U(AR86eVmt1=_{V$tbLYZ!c=uOrZ9KZVx`=pE zwW6O%Kut|vRwya?FUy2?F5tEVL z-s^}Cf+D(l=8+~`hP%?eKk-We7^JlzN-BJoFj0)W9^rFE>g>;*+poTZFH|9U!~KW| z3+yzns+SUGKFR}@0!U8zU?Ijk zuxJ=2wi<_`TjB4%pO-(gjeh4 z<7=#5L)EjZr$c?(X}x;;I-`OHYp{aHYsq(+o}I<{ZIAvaOe0hU@+YaqlgNyCotNs;;f&5;aE) z(6xdNw^i7|wR*pCpmjE{?X8Oq2F^a2_S~12Z@(VF-wwpnQYO!qLBseJww>rXh=_}? zgr3Z6@GDtR27?I!%<9JR%gWE!go9aP^d`*XmssarCZ9)-gz&*oS7J+STuBW-B^!0h z(vk^!Q&!g232|{0i3nDh;Bs`PG@@(X192*?z(D|wIpiEb%piExCa4nv-ZdAFIbOO{ zg?5I1{Z4jtVGnjyi^>%6#C-mbm50+rC!Qlr z@ki#H{JXD$>3@mVA0?-5j>}xxL`9yLjTx^sr;YMO%NnDZ`z<;hG<8%Bl+8a0AUMWJhsZ*7nsPW5fmxe|x*LXSXhF{<{kRaYbKU z>;WJ!p_xLZ_xNS0ZQJa`Vq#)r0OZvPW-76-x3|NW&C|qoRs!{7M)sz-n z{=FC3Ak|L;ry$;5&xiEFhGopmbYxYg5m04=6kwQ_3c?QEIGI@m8Yt|}9Y0`UsM?U% z?Jh=2ue!dTCyC!D&0u`u`GFGd%#02`4t)OWwzf8gbqg|k@ohtm0EapcmDU6Dl_NH} z0LlOpe*c5YIlaOHuZ`J}qMU;h&mHhm0k>{t%H&1JOx+e7PrDv6|Mc~1HL%Yj)bJDl zeWK=Th^-{jWX;KkH+&dyK~wNyKw%8L+z)2HyBHaxjs9x;LF2B;M8{H~7&QUGXzMfs zfH%xEBN>sDNSf(eceJdCQ90*vR@K#w%*=G)Jbsgdn{?sFrpuT#LIwKX9IJa!A|eQ) zQH1M-)!f?t@`~J7#1WSktrHuynEk%p64)`Nh2V#1jS+cv1+OjMeOPCLj4{oJr!+Vu zLGoX3_*y{0Ezp8TSOqqDh$`(fR3Cu?kaO* z2QW8A7+Yc}&INr!qVOSS_u21Wyke9Nzqz;U<~swvoo8JqWG7rLcJQL@>UPQO&%Mv` z^OI2@5RIHmYsO>4)PAHig+&q&7{D=<%ugL}+1hBqIBmtvEZev|g@~Mx) zKbqi|nwr3b#KZvrUv+ho7kHMFL(=FCh`QjCZ@rn0K2D+VoTsYqH$pp4K#CKKJA_@q zjwM5|(#gf;F=o#YEx&0qkp!HbBZ#y;7wd`y_a61m2ECl`7MKT*nLUck^^M`-;c9%} z@W@Ebr%zEx^PTJ~4U0ldycuFIe0yBPIXH}sjMi`%I5=#_m`*=nUM=;AHe2X1_w@H` zq3)CvHV=L-kcJScANCs2${K^y<}X0%6J6h-FU*OJHr(~9^S{?p!_{Hr)_U%mb(Z60 z``vDr8916(1YsJC_#la45s?{WrnORy3<1+Pj8EQAHIgWD{Lai_{O}BnRdrq6O{D8} zvAOC-uEmN7i?E~!{`adJ%M>Gb4HTPzH43ipcyUP@Ax0%@5-To$gysnKbX2iY(L$Y^RKhr20kf0U#rRbjt)WGBzm;D>qL{Hot>Rd zo=!2F=;g)1DX5qz=Xj&lkCRI;QF9v)j7t{nv9>W$k({f&e;yPe&272o&T5_h`dLWjO(S$1$Ii#Yvqmbr@1&dpUkMPv z1Vh`1PIHW!3R&4zE4a;*F zHq&i-3iS^kvFQLT*MTa!VJa`9b$Q4|%6oLwo4ZEzXiw^}li8<_ANOUpeMeqq2QS-7 zcJ?Y{@YZl}_=1?>;^wBKAN?|F$!|wT2a)Jt-;c>t_V!W;ZjHX@=xjcc(R6JctG|iT z?92=uS%!X$AiMR}Lt8vT+wsxZ7w7swH@nSuSde+ThR6ex*Fs?FLIjohpyo!r85=Vb z((XJ4=?GFp4;?x*{rB%iP_NBBcQRWrojD%3)`VksZ%j;#{>hU!K~GRpq}(}iRB)qC z0l@&E9K3jOClO<{k>|^i<(ycs+k4~7@n834rpAmWzfw>@oM9O*Z3V!NF*SaO*H7Vp zKcZ1LcF$&Bxg^rF4IEQ8A8YlvNFCMK_-AIIvi#)#|b z>swKL@)nF}`I|S((GsAaYJ^djtAO3Jpi2(r_~meUBHPIfp4@Yvxp62cX$}+wG+l5* zDxFrcEqsS!Qfv!*e!VO1{9LU1PVxyK+jYLcW?1Uga0-<${|)eHG#c#`Vp&?Tn*yYk ze39E~P2HBCpMSyC6>6%?a9RX1iKu~*YeX^8fx*+*}WlY&@b24w=f1R){m=;1b$QKfNWv6Pipo zir$4xY`WpCm2cm&V)bcxw(CMP69W{{kbBMFewTfx+AT0bEcB% zi4&PgW@ctPPQSgoI4*6uI@HW+5g0{;yC?G3pFe;-inkv;SOvpC3<8o*uV8n=aNChR z4Yb?)*DD@`5aj2jvygL8*VKf<7dwKw8~5+?fM3amdKW=S9$xzTYe2xLzkGWn^qjqY z1DeybV?EfNNB>@(-Bu}>SfyMMoZUV*+qt-z8r~1Q%#&GDezCl~d_da!FUcpY;Q+D- z)=F$7HCz4Yj(&nva`0K^33rs+QQ?z;zXsqa33M{tzkdlzha%xiyyw0PsT(OMcf%F_ z2H{M^c4I%+9`Jf3h^mZP%lQBQYZ^tfV*Yde0d&G8IvW}`>~tZ4&+wdyx-{BgzA!SQl)7|*}hB7*uevEs4Us}Q?u z;9arjAetZj>?l5jx}zj?VeBawu}D5GS1G8hdn((lQGai;``Y!x1Ei(_j+e;QViv9~>;(<~MuYr=)-nAQO#uJA^T2@dOX)=&<20sZ?r$;6Y>`sxc+USK#fl;0Jex4fkdi#sss78DY~ z)yJOjwy0oF>`id&ht!Sxq7knGY>83BNmYfqx`J)O*Fs04FGK6Q(H4_JXIOME<4))K zB9lGi@^|7i0ntf@)U}&+;&4()=FJ9Eeu<8PNLo-P;$Bpniee~&h+E;4Di0a+#h&k_ z08v!a(XY>L!kPeuC9H+;fUx+m$<76H-LAPbX;wAW%d*Uf&ZL9R#h4bpu{?6Cx;Hg zdJ?=#lFA5?f*@so80+;F<m+*x9?uYAVoxiaZF;0H`{23FU*B~oL zhy$cPSOL3hA1JaT!xIo3%%pETxY5v2SFsPm>CD2O6)-+6_E-Pvl_V?Qr#FT}rqz`KBwr=A}_HtyNOhb4hk=j!}} z9yNrAWB8tZPny0#z%Ww&EN6%3pA#N{ALLt(ru&0JM8-%%IrP~xS=#aA-!r}ECA~1u z5Usqg;ePhS{)cR$__l2db`V5d#m~=w``$g~t_6h;K55P;Xf$4wAXHpkGBM;90(0uG>y~npdMX{03ncc0sTX(fSR4^O5qwL`H)qom~K{b|; z@?pj>=7T0C>%kS@Kw@aAPs+jcqv?&H?LkEtcJ-WT$zWD-F ze}_b+8iHlQz%>oj=7))~T>AOt6~I;lSi4#7A07=7=EF52BEy}fLU7dE;9)j#p9Y-t zGfb_3m0nWD$QmnF>{q{rWgyQ2lHVWiD@J{dyj%n3v|ud{R=kCu=o%em#|fnD1H3#1 zIR(T%!n=2`M96 zd4sdPG|LcW?QpSI_*nI8NMeX6D6B)6iOCSlF{;hheia4%l!UYqx~yE;x3+R&ZrWTX zo#)R*9gzIHLFD?O5z7+w1`7Gh2RmdOMSNS;>xeh zUb7>L6l0!7cqs9$TlZUAZ>9+E+{ul4Pt3tw?vvJ21>WJppPwhPZ3jnBTwBY*$jBhW z*~P@fBIk9}TSRaxcJADnSE8qKQ|ZHxSG!sz92qi|f-A1b4-t|ID&H^RYZStdQ7%B0 zofN)k>FR2t{#0v1uJWO-($e6T2ZI7fbaZMx3tqTQO294Lj)@7uw>ni-2(G_!&3tme zd*Zz*_8yoa5cs&ud~v4D^U2d^*Q?6QnXuJ_Mke$vs5K8LixYq^T{?Fa#jz_vO6Hp9u8|_%G3v*YV6%_FJ)1gppx9##gxFdwr za1@(@TAVEGrwXgHk$BTWDE9Q%+p7$VLaZ-_QNe|ZglZlDy`7Ad-5#f&l_YBg7lH}p z4M^Okg3b`eX*DT-jSMga68$f7^Ob~KIF;Zav!YXahqOC>R z@|ME`VjT0A*c2`GXuy%EQ(6UTWVk(Vs6_89D)d>wrk+1Px}{UA^5Y}zD_3@-w894p zI|t(RPl5Kui6ChO6j*~LT7ijcbX@RmWd!Bq-lNbq1P7%X6%*`g2k~=_alg?V zPz5XT4YavKH4_sPtaL||TD;H6%o`YPSNBMj{Z0+>v}K4(a2S!NWhaINVF}IDw4TnkdDeNm=0glj7ltMBZg6ts1TF}#E3|6m64J0u^z>TOmOWv#zvc{oaxmy z=a$#j-yvSf)RYg2+M5XPy5R@#mL$0Z*SZ7E1Jkp!&T8LezR|uDqpX5p4Kbgqr=p)s zYuN?ZjSW8|c`a}Gg@&%4o0~(t6AV*`IKSLV_Ek*{i)jWoP8NAG%|zcun`?%t*D&S| z!&ifVxeA{@-zYE7h15FPdhFb1Z>%n*49qPWkwhSJ6oTG^ii(OjaPA1g51?H<%lbVZ zNpdwaBOQN3JBgFJ8szU9gV1&DRz?}slf^6x04k!gvYenl0PR<hX7lGk#$=G!uE%aH6RHvz&aT|h1(sd4(^Yu2ps!K(+acsWG0-Hus2Nw&7>4!4;v_XImNTVG>yYrSO?$?d?Ua-TA}g z?%Z?~$D9}&AOD73kg22<1Ks|6X5A-##l^}P#Ttk-$7>sTwIsuM5V0SNTqT{HoVtGg z+@60Pw+EHij`K6FlrkW6VJasSb%S9X0gE{jukZ9=3T~p7aCL^9>2^@AMui8lf~+VC{ts~=piyw&4{^tv9}obyo!?b z?AcNZ;TK2>2VvzJLBZ{sVb`u-@5Xu8I(%3I)K0)klqYM#EMy_$hu~ZU6g?cE^`xH_ zcne_>-cU`ga3i~JN|~qm8Sj()c6e`IOFiZ-S>#(?5qRTMZ=$YHSVo2e{56sw_yYz3 ztJ&I0AosaVGZ8^08y;)r>eb8j6_Q{ISx|+n89LvV-yRKG%z$-jxa;3~^1924g-c!{ zFQgX+s1xVCxByT{3(gd~LOnU)q&=Z1~pyY#y)s%U!;2aPXq&NG!=lU1sHWAKul9 zw}L4V&^?9Eb5E;z^Yq7}%v9k8*cbA?D*slQ{9p3t)zJwh8_NFo5BQspez=PNe(>La z6m0(ApXU3wX8-%|G`~s~ssH;yAu_FT$jSYG{;N}qoQlN}V{JTDr`|o)RrlR@`}Nn|`{R5EVedbzf2}#k9AnJI&C{|H%jh=JQ7DvU zk|&Oxp-|?hP$+X%7B9q4tiLdC#Q)~oh)F6e#>;u}xf}TR63Y{+HWbPV9rE9t7}01W z3S}!r^4JlD3xRzt7c~^?rf0s7inuSG8+Ic~!2Oo|6}tEPA9iQfawhKG6=Ryif0RQy zd0tGc(N6ylmKFyin9}9?O;j1*D{MC|dds%p`etiN;L5clgDZ*xlcQ};Z~nGd?_5+l8O0?ewCnbrk(bv` zRpB+MPcTtnpipwo%vZtVTBo!ATD){+W2&Cr_>j>uW|3x{0HNBhq@ z$2~X41_lPserh%CQ|5iem*zS4CT0(P4fl$Z@?~F6m8r2kqL}UJr|qgbF*?{lwJ7TE z!KBWKTy=I1{+GH!5- z5?kav=omUaeG2vEP?qwhqoW&oFEkh<`CupA;>Guhii-RXn8i7Ky!fg+Cb%wMIo_lp zDeg?`d zvQOeJU%tG3^lA0D+w|D^7Kc_BcI70E)P|(-wksC>m4mb~l(rj2KN zZ6<$N$pjrzWfHVK?aQv%(chm)$G{%rG&(T;{S`BJZ(*R2gY5qE?-hQ2DQ8%}K8Bo} zhv$q%!LZW(@DE#Df9do$rXI!oc$#1{hvIJXs-|uMW=O+_r#8|4{1!=qc0Dl`t%Yyj zypem%qt7DgGBM&?XRMfMTsPG5;MCi_OI@bNx*SJ7oX<2U-&h{NUtu3;Q8@OJkrR(v zCNwlu(7x}H>&%ox!PE$KBcHKPqJ@&uLqXfGAsBr&c6KQ*(diuWn9KQFV;lxQj`wG` z^4j;QTvwBqm*+F8X2~@DaAw}3<+TGXdBY#h2X_zT4c14=1SsU$_m>q;H#cjvxQw<) z$;c>{Tw7L`ZK17iU|`(Wn5vel>rvy9lrin&vzE*Rv!;xyHKz`R?vU_&T~^i`Hr(I* zRKB~r+p+D^BCg)tYb%(O@YLB^SdO`j58cO{dB~+1_o?K%$%i!k@e!&;|NDZo&*lyf zw5Yqfx;l2;mmu>E&rNBMdX~bKh0AWae8g3fi7III`6@0_WVokJ`uzLAswB-kUW<>1 zgh!igFk=EEe#$fJ>FMz~3}|>e(_3E~+KpbE8m_liL_#i0AeB(78 zd`(ZZ&e%6jS4l8GzNYgC7xE=mKH9WDTJ{OgCVq2Myu)>pw`YrH#*`PxolBV80-fz(L{)x=(QeE?=j5qZ`fq|y+cJBiZ+E3(94CF=W ztpAc;A>wqAzs;>+yeA(2HbC6!Z>p)ODaRBiCr?dHZAh3N{pd89))OG?lx4L3+CiP? z^P{QsCLao%vJ=f(a_z|HFv{geuP^`5RPjXUynTOD9jWu1u#gb-(?K4Yn&xbaVAZGA`srE)j?1Y_OZJ9`hxa!f_u68HBQ4*^`!um8Z^Ey7KqQ&(1q++&dm z6p+KL%CbkmC>Uun@s6089xYlvG4|`1Kn8B;h@`*XiI+hpJIJL^LcJQ|yX@frQMYmr6rD$J|G#NWPu zU$5sS93?cEUo)VBiJ5ZuHHYW(?CFC}%bi_Z`kPvvf68pQ7K*5-JZH`vdzU?ox5-UX z2QOW^WM3f{T3LBoc&PGdQ?6Y+!mLA86It?K0xS@`rThi$;#xM*;UijZQ+7DY*v~GZ zKJ`$s1s5G1n?%S&o!aNIlH#tef`t|+t0yfj{owlb>rL4fgDHt-)GQ>#rVOJ8iHWCz zMaDnh=B`ap-7oy(^$z3K!UDwG&XxHI+C?9;vJ}L`E|;WYrg2C%rRm=;$$EKrlTZdu z5~o{w3&}M9tDT_D=NC&zXsC-*l)rExr(^_k>R^VZ%oM^^LEpv|%p#nUvLyjw5s{H^ z_AZS!F%Um?Y&S2j0`f9h_{cOFR_(_ntp)j#Y`d$C8&g8fG&7{T>k|V=h;f_#8LWmZ zFiC?lm?!4t)(xE*zJVk2+a}HGI}dPhCO5XXnXBAx;BNC920(ova?)8WSTY ze@*9WZLIwA{v$_@$WAypIbNFyE>)=tj{`U&;N;0A|lj*BhuO^ZH>(2^NKNiJA zHAU{iUtvK`0|zC$8dg1c?-j!CiJyoGJB|1R2L~f}#9#`?VI=X4rDSF6-}-X+1_U@& z>8*9O7qai$%~Q+=?n;jQk9b(8gAvU2H6O4b!Nnm+`V}w(U>#7IM^B*$ z+_-Z`0e4z+_AKTt`|jPR&z*~?alwm$i7AmyKFaXdw@+`&%4!<4-S%`(@(SKA4O5I) z@->_)UA1y$2-b)Z0Ge#W0qYUQ=LY5enhoOs1Zu-%Sr38yUKD2c;{>PaPE#OEQ@PKDf^^g#j=9 z82v3B*)Fh!w_s0c2u{6#yQxC;Iacka@=I^;*t4hHXy$oW z+w*mE*K&E!)XJagM((knqNk(lJ6`N@{kqA-NWUQFMPfOx3@ZzZVcEkyrF4xLuc2m} zif&-)jl72UkR97AyYLU$hGO>onfLYL^RTKH$uG8&ym;}V<9K)U@YHB42M32Vf<^;Y zXI=h98)d(Rl-=9*?c1l8VR)aBOCtsVT(c$5!B1!X_>VGf-~0DNkslQBhOBAC&g$u@ z2}}?U#bhnbNGadyYs)tI1O_G`F$j-;4bLjvZ}6@XfRop_cDKu~PuGp>;(Xba5@Mz% zMon%%;f2%VCM5hB*F@dba_nYR zpK*7m6b#p^_fWHw5iDb`GrOu}x7Y_D$3<(qj)@~a)*ue(r)rGPi~`*z0VD{MXv$|? zdm3;p)22&yk80X65fPDFUS8S5E}w7i%5WSuCbx9!#*Ne2<}GViuMWdqaU49TO7Q3L zyBk?0Hy*l>6688=grl55*%FeUpPymhuV(fkO&svN&YM;GmYpb;Xe>Z(?-PfQRrtwT zEH9+CDPXduRK4ru3ct6%iU&lnpCI7SyEawtmF^Ryejm!3oU8KDvX4=p>>C|uG4YQw z;zB*bsa=?V@kfW`I^~5Z&HzXWs4+D)z3+ky2^@9a|L!LK15=Ze?*QBb$oIgM-IWd~ zGYn3iyt84|DxL9(i2$V8FSsTn&-MGBAF}Saadaj>|B%hgI~xq};L3UQ-#!9jpn)Ys z`d5KSFBbvZ)LT0`&eiN)x_{rkDx)VlIywdyF8pF>_W0?^ENZ@d1J8@4%a-xEI6J>X zM0{+K|NYui)LYvJt1=U2&b;(uCV&snesno?;nMYI)i@b#aAV7tXmM&hr zmwZ@gAcqFY9tQ;U4js~Vo65vPlCG(!sNhu3N*F7ix8e~s%WVH3Ff+LpA)yKH%;}+; zQ(yL19MU^rSXs;o*xcRQYjXV9u}6pnUjTN$*al-E24E`eFY{s38~^p|5uV%LiJ@*i z^X8nYq}IL<>E)Q-{*lst2e8855y(1;$5ejx>iinr)JGi3Ng2Hs>#uEKV(K3X1YQok zh^jZB^R4fGXO#Xie-|KX2%lpd zShxvTLS+>dr!bovesq@IK4dQ|>xqCEj-rQS>(-D6E`(lH?8&JqKAq=RS08kh zlDfsN7#BfSBzM7(chJQz8^n(vXWzF^j^HIRF|nJ04J{=2c2`Gk6tYi1U9O?IoLo@U z%8yrhcz6^L3rO@q1xqS4!2U$nsquqDcW>UTB9Y|Tl|>xew~GOXS0hvSA~-1}s(ly+ z9!MbIB~8Dqr(}g_zLwuS%Hh;Rl~gefrG%VwMdasWUBTRAm(5oq+Hc&ad$m4EGrr{d zir(g@HgRg1aRWs&uHZQ|wr$&%#I*__{PW@zb1_6#0#iUaWayMEL{NHRmb328Sl>OqxG1i?swbHaz zR3708+cB}vrBI4957Sw#!HD^=E5vN=o*ZWoAH&4%?Cy@eG;dK;Q+`3g@UM0+unwi> zPwqwsIZ7>Bv8DF82mO*{3dP)H=xY^nc}~ZQPhf6}@0Ox6FSa89r76>-thKc@sQ~4s zcLbhbJTO-i%A${MGcIG}<8jVoKeAkb$?ul%9+ebCJb1WAJqlqSzkApxPUGv$FX9f~ zzJ7fg)m`7Td1?6-N-v{*Tk#wM;zA2j%x0#iyd!$*;^RX?LK@j0!F9$6Vr7C6ct;$$vXE`>-qR>4uoenQY|y^1F%*+GFNBAZlL5kSjV|7nb1=S+J-#ju zgQVD?bV@PC2d1HOweR`%%(D zi*5OKE6+Yl)IWc|7da$}EBu6(mKM8w)SdXUoY(|J90d2uuT|lE2(8L~@|;VSEZMl< z;Ewl$2X#rBLdpnCc=0pM<;+P$#4h0P64rlW)fyUdMC8cEMz=P_>ne<8k$&Ooh<;63 zW=@J-R*Mj^;^e}wjgJl{tEL+;e5lxar&pz}v^+>y9qEqL@c7kWO3U7*R20J))}|fB zm#Kn?iD~c8y~)l>o}4?Wq3L<0W|u67iBmn_rfml6Uy4g?#^jpv4}4WecQh#Mc@UEln57;96JrikE-GZN3~O-+q_yi#HsHOuq^k6m}QcxRcPpO=>xaAqXR26j*_-4{uTLDmPd z05}o4<;#_j3_wZ?mTz)Y^?3*)1$AJg!}fbDNnS2S>Acd?yPF;meU3#}Sh2GK}O&0fBqD zg;WHb{G@);0W(xtLnDxd?ZAQhq%ZWzWxA;X%|D+z{X`wb#>FK|P$`llfz*jw1*kqM z`aITYoyK?)5{_VT6m3TLhgA}lz{X<{oFIdzT~w&$GOXCy*~!rBNQSNL_>0AyK97F= zx`6WJ!$-PHCOZxt(ikk7Da4>ff*LfzRf5&I$09t@myTHzuzJm!{`xYhlP48)b;B-S zxl#v?P%-B8kpO;+`rhQCB%mI4R#tIPF=UO7Zwg zOKW!MKc}&2KH`C-q~xtTcWmu8@Gq_5^?mf{tF6C3a*vklm_BuIh49clf^ul=^+D?h zpx$ImvabLk3SjqmtvgQ8Ks0iHoPOCuwOrd++<+OC#PP;P6_9*t1UIv=adV$4a2!4Z z?ptL1>kd+G*=MeG=&1H+P>ex&0Z}AGp-90zg-)zoP0Yd4-*{qD&tvHiODK_>zeW}rjx3s zJn&#meSNB)1b%)BtH`(^=?RjI9)0!rNPj#kww}xet(vZ2H*@Owk-iW9pj@{&e>+kh zEUJylAK_phDrjiRrviNR-W$`gJHUF@%FhD%1mGX<{@Owj4*{AnXU@{*p z=5m+T3+>DJ3@Z;O7mWCmEJ)Zdf}*}u1Y0y%AlZZHoa_>{|Kw{c5@=Kza;Zf``XOf( zn11l!{MWxpd4n)_R%}qI6+E*p-MmE*T%QaINXzx*qu)wa#DnlAivhRMo-!D6L4*vG20U`5^r=<36Z5- zdW)fdoK(1FWzzKPxNJ9W!P@Tr_Njyjbf|U6LXh&F{_f?b(Xv4EsF9J8cf@igL4lSn zC?EMu>J4k6WJvYfa^QRoUA#i%VodiV!v}PG!A`@+@FPOtJrjiTX0Wjz2LuDuAO$$bB`|^ig6vbPC9w%7YBi~mYW3ybrp?s z?b@4vMm+HW;OoUIGw}QAQ(EgYm_(daP}8#g&{(H_dnq}y`MHzZ=9`~gvrAS1^#ZPL z2qDS%`PC)MT?l~!?kX0L@^vuS6~X{k&nyrDLBe6rwC>uTb-7CPY>W$qfrD*xr@)5T zPnjR^Xkgf|;o_SLT8c71K3}DHnK9^pq9y@s#iOEBwCky@LQ>8|sK|3A90O{pp^3qw zb-g+G*F6>&0Ibp;2ym+XEqM*0!lI(u0SC;i*E1;mdYE6fM4e81;l04XKHRgDWC3rR zlyTuh1a`ZL{_I}F`U0++Ed-b>hSgk?CK0ghqybWxwrJ z+p{aIPqcILEhDNuNajNhcr)VEkfh1L$QVU1;IqpMmQT%y@WdnA6Vy)PQ{ISG`%5Ea z%jFY(5PQ5c5NCC@Es!o1qGg#9Rnw0LyNo<;$vP!Er2uYD?unpXZSEoA1AsEKUI1u1 z%s;K?FIps>o9~~Tx$Wq+-H17aUS#uKhxt?svRm`?2J(P>4%HWn-Ms1Lr3`(fKQk&v zfEM^vI@HHWkp)0_!u#{*&lwJbS_NZY0&;tk@>nDtTI~FyPCgEEo9flxxc96(;x|k8 zq@;VtSt3bt;Icb;yG32>ZvS{kVKtP-t~OI3-e5F#0hb39T1m zrXupX?U#2O2(A;I{C4Gikg!R7Z|OR1NVR3P1x^km!jnuvSd}|>mS$SCYN6Uo$y@H` z=Ei67Q3LT#33?aKylusb6?TIkH6aY2zds6sKUgibf9I5jb5af6Yoe2n@HKqQOe))ZXZt!e{-s9= zM}-p+?ZX(klcdV&u?n}QVJAqagyHKYq#9z<5V%Nb?`zAM;!pt_Ay|Siy-SiNfE9pD zPi%D18L;gAo@*EwB2h^geSUFse7rXqM3~@$g$v22NCmFhibz8v>K^UW%YcMAHZc*e z_sVk|;w|C%qUmqDffpleMB&(%O-QVgXYk~>HlF1(Yf>PIA2er%^O!YZ)KEM-_NBfe zSr4*@Ky$iDX3Ry*A(4r`{m6jENF0!heU_HcK-c>97sR`ARc69G`So5dooZ*Esf2zM z4$wzfOdu^>qd&Pp5tng|kxa6{_|u-xS%dg^>((u6yMw!rTvM&JT+v3y;A&;snDQxX zPJQG!0pOziCb4XS1GE(ln1un#z_$1$20&0NbH+c%fqJpSZk9$@Z}7F#}t z_Rdc63$%*h@DiYB^&OjM%a?ozOSG5yT?&|V^7>cbWv>kTUDKRE=>@oGWp|K#&OP8x zoiWkIk>um0kKi<7HzlQ{&VY-LFC%ZDG)K@aItk?ny7$|<&XD;;)uO%r)hWfBKh>ic z_6-gOD!&DL#5TZLWj{GnaCSUPkAgNV?Fk0ii;x%t002y+v_$#(rn{xOa!`=L@%Htc zxuuUh)l(UI1)61IRk%c6?q+gsze^N)a}IufWl@Vs)##tHdAUB@$9#Xt*BqBgR=tsF z*Q-RhSfagP-P&Qj`f_V)-QCDn4e2rlPc8;&N7-(9$=;+g5kKpvI!$%k^LKAx{ch@$ zu_@I6CumcWa9@y(OHZ!37~RRx$7;bmx~bF0X{U0uS5TqBju&7l!vRGfN5z7r=z$m{ zclfaT@-2sAu;jXL?h2{|kWK__(SGpr={)86ORmzqN0#l|Pz3!P`To!=*(<)xvM1ra z)`Rvt%%WPPD!|MV8S7X>7@g1x#1md{tR~il>W_{5lL)Z|apAGb3nt4{1Qt;8C=`U8W0yY6W0P(%a7q<;*_X;YIA-Mj#fPu>x?4CX{1l?`0;C;jJNxDp|Y?K# zgVI(GbY|z^AUBC`aN!V{sAi>cvHKh%ew{ki5MWUlORfTS(JfC;B~#M`_$anYq729o z>VkKKMH07eU!)zA@}9nTV&WjdU&K*BiVjd<&cYfcd@G$<&@AB?AF5s|HltwkZ$8%&_>D<%g+ga~o1E)wA(z>%p0mY&#NNE|@D ze7*3^n>QN;EJJ!4k}aHG4(9)qy}M!m@uyFp%6hp$f)k$p)gGsk8U~k4E$Ex;{^VIU ztE|7YAg3`wHQjcg`5;nr3^>Jg{S%|Z$^X*V0ig*EeHYOE;}|K}KKdH>kt~cFv*$y4G$u2oB138r z7$scB8zAKsqLV2ITA7xg#7av`0hVKkL*bS5zg4w9*eO$uq)lvFcKuC?#7Kjv=5y~} z2m^3^Joo`WKY8+` ztz#i#b^xvm%7ty?!=RvnA(6E~`&n3CG^d~U(tJWHRbr9>#kM{9yBMA|FRUkof5;mF z?0$bq<0ipG05uIqt@DJ5qH|7d0gL`HtYjJfj@(8qpi&Fa-BOZL8l z!22O{6U`z-uJm0+g@eGUPb1L!s)_3*6O(r^3PuCfB3GBZX#(cRIDi#_m_s$Ef=83V zQNZm}GliU%gP??rW<R;)zOmT!`T zflvX!aufWQmfZ96^J}^BNDNrS&n^LkY4j`Zgl?o8yWCcYlw|Ig2{zO@Vxc08D^drq z=@|a#ctfbBif&za`iQY>!TkA#C~oYjgvKJw6*qTZWBXnHzT?q=o2LL)Yk`B| z)|@F2xBXk`Ot*AthL9{yRTpw(-t~=v!i%cM2G_lrJ}3Zk5M_39aq(fKx5iYiQnAW1?pk+^{Q_B5gWL|22N|DlU%#7zg9 zW89sxS|*7m2LW4|j8Llx4L}j{QX94S@l+aXd)GMGYjF5{j~q$bQj$KJ1E8>RF~% zhKQu{2phK(guyIMPfsuJ2fXk#@<(Yz$^aHN@MTEtYB`pnHFodtY>D}Xcr8pnqFKA|ogEOEP^6+NNPN8@pF8`D z$tT@W3*yOn|Gv=B-7dBw?VEpET3TNdQdzRw%tR}3s1TZnh+W|6qzaryvxdtsG%SDA z_i4+|n>cIsxC+uYv%IPKIXROLP(*F=+#(!@LY`<}8P^Cuh~Xm4G;w$WBlN<(s{oxE zEC5IrR$85DIJ#M*w~JJw?h|L}wzcWfycgH`%QdAw#Y8=4yWytX=$cw}%7cnX++jO` zxWOI26P6W{I#IP(6Q}_zXsm?S7Pb5fse-Ul_VMq4Wo{<3;K@EbN8)2ZxkKt3;mL0$ z>sqp7JnC=D=dnPDeXm1py%JuOS38wgyEx-{zj(`Fm`E8i{#)JD#^VfT%{g*K)8p}E zl)+RS+$;*SEHIDww8r`a47t@4-6$&b6_PZbO4pwjV6q|nXOU}xuAUxo_Z0kmFGQ*? z(5Cw8mD7W-{E}LJ5>lj?SXsCjH*MnJ=H_-msV5t4srmIeWjBr& zIy4!!!wo(%A_W5joIokkx)(lT-%GBM$MzC0emJq zyC=g&)?L#80Ma$wNe_xyK1e31dJn-r4Yk z#uOb4RUkxwx(LZN1OmaT`(t#p0ShAotjiRJidaR>g25LUeyt2egzz57X5Bkg$=afb*D^SsB9a5)mIyzARe(Tq zuMkj%a5MnBoIe^7lgSB(U+?hR4Za6}xCRAQ7@)NY#-cRN0!)cofnz42q!FUxvFeCK zPV7@8%%dEYZB1$nmskNBg`JH}5*BTw*DI#snwZHk9rVF-GksI{b2#Pxw}(j)a5 z283bVx@f2%j5ASMQHWlKI28(tNAPTtddI`VqZ^=`aDKqZkw|BTFiLnwz=KQp8j|ma zW~N(btE^&z*l({Y2iq^x-?O7(^28X4|$Sgae0%Ithr0Xe=uZeLI{w(>973Xp&qI1y2#k za6?2!z!QaXf4*TPfyU!^7>F$cStsM%o7Kb|g$35rT2w^t4??{psctxu^TP-s4!lIV zE=pWwy9C~_#{w6Ez1oMg_gyt85dkeA!!Q534454p9IpkYJx zB*V8+&^D&zrybv|@k9TYBwm`j^GDcl2x!*2*vUXVEri&_uz@Pvy==>&#%`OHXb3@k zGlq*(E$!S*gmT4fb4`+LAY%y9+O90G@SHq9$g?O(>{G8a>d&?mgNn|fGI)I|Ho4Vz z=hv{R4k&)-=!}lK>;INYrPf6jFMw++M*}#U&+IzR~)>+@a7f$UZJG>!i2qk8oI+`%!^KO( z#F^km`yuO{f0tSN+xyC4b!q#;0DlE)T@>`YckX;y*GV!6#hgbeUJ+lA3zN7OkYls% z#F~Ih)vqrbWJT}kWt6omS|#yTe$Rho6JZy4?CwsHJOkEPLt_a=fPK=Fuz+oj}SPy6z49Xp-j*%q~uT0IV#C+-4X{tZ-`|` zk}HA@7vcEf8Gr+^Ac&RbvY@QJ$p;e`I>qXN5f#xefI|NW!QxGWz>4)qstHhUG>=|e zdY@&upQ`N8Y;_%rQSID~((MD}?6;syO;;meYiPb)_UhFu2?llrOS=v3)UCKC1ctXG z;tr_`8bqgt5eC)olARESexQ{`Ox znOtaFGtf=sRmml9-<8|iv3W-hfaed5GvF|p_ROroHep!V6D z&9d50Cy6{{Wqi^Iq$N;epZL zSY3ieP5#At^ADF3ZV9lhyN8GTn8F|XkHHa|E$!#->ZFT;y#D$-y;TlA>wm|;-IDnp z-|CORu=S5;d-R_Uk1y3{`5lz|=bSiZucX2Ize`T}Tb}v5=JO93hiW228@rr`f7nIR z;H#BdKZjB3B&N&u9Xm8NNy9d!ZKtBZ+3kDw$N+#RaV=uKLHfJM%hH6_G5cTsE+~nM z!k;|r3}Tz*6mTBe86KpnC8E}Vf7RNKZMV)pSXsy$+yfLox!=sl;1w4af1115XKU2T z+2>lENNdi;TmGxxeVR#k7_?HXyE#46y6IlPoz{Ul?+s-%No%>t2^JFw|pv>n^ zZs5qK?(urH!|Rov15M&Od~e^~%bb<@`C7@%=Glj~c;TzXik$Jmvq!3bcmXI!UhZAG;o7#MRttx<^Vct6 zoVybw70L$tSLCgf`LW|m)&QV^>q{3}KKBOeAG7wq?W+Ikas3wt;ja(pAy2xrG+oC! ziOl(4pnWOSoexY)X!o44O2>ZD;a*E1AP)G|udiUPN4;j(pVF^~FX5exzw0GsBP7|Y;kGe$;`gxkQQMiw@Xf|XOA}{N|&&ew84M=tc$Sw6yXmS2oPACk-J%jgwMo$`0i9=5~3Fa`{lQ3DZ4p<%zo=s8i$1XAW zJTEB$a_5%hk@*?XwMR2o0U~v7=R@@bJ>cow?x+Ct5HphwL2uc2#e^+GO{gFz7s~(f z!co-rH5h<-6USyR^4O)iC}I$Su%isW-Nwz#fL$!a$6B9C{PMU8WhgRsXmz8?sO}PeCheVz}o9Pah_HM|dWIh12 zM&;(_E*!mn^{OElA97DSPX#5^oDwY%xAyh(LrX(g)pro=z0<)vW>=zUuO96(zq!cB z+<9G5p$sdX%+1QxyHn;8Pgw&|*GaVvHVja7f={7%Cf+Z?@e@B{ zTzpbBx;uCcD?{AB+`e_|4EW^mb_NE9`l;E0v=1+)3xNxatPa{14$L#(nKAQQRs?Bl zY9_)tBSE$sfXt_$sK`+13?+Hl!zJ}XXj_X|qr87MBd2UyphQ9E_3*CpFk&Di$~~s_ z*W28Mi_fO5c`w+@39ZqIea{}Vltm37Tv(s%Zks)S-%G{C^S*X*&e<$rd3OI!qb9xv zjqs)>HOS(Xf=a5Yu|$Iu7ADPWGpfw3y~C(V!>hi~>@^hLMJ0QE?%&^*++afD+5Qw$ zC1vGk(rm1#s0h!4Lb~Q%%jwCn9}`pctDiw2jERXk;ceTX=>X@h655q3!JgQ)x{Ss~ zL>xoxe_LLzC?|IxOu*2ROzh<;e;!@pZVtys=q=49 zr==Cd5=)RIR)e+mkBVsx+TI29^sJIxe$r)r+=Ttu=~osBSVqq4opIs2E-8g!YP?_3 zRRg{y!@5%njDFAg^RuI3xSVsF=@G(E!7Z3bg;h!sXK@|PYc+!A9+#L15>6@IIqCA{ zxpj4Qu}Mj?nVFgRaprU$U}ybBEGWX*0LLf)_+d?|AJ8LK>F549`nzJ|BkUA*<-Qa*A_j&>(D@BJn%F?@m#xg()lnA_MVQ zV*%t2ft9L7o}MQ;Qo)4(5kBLgk*q}>+UAKlrsho6QW(M7qfWN#mhDxfSD zyQZ^y$Bv^~$qfU$7w>(za$zObWg>VV;y(^Qez#hDon{17%;D}DiGNtF;KJcl4F~f^ zbZ|!)xcWS2(ybW8$iq6k)r#SH)|I&&?nwnBYNWr5*oFy})jBoc5EmC`{G%Cco2K;} zR?i<}2Gq>rK!Fttl;}xrdwqWgAGH0v@Y%yL@X$2c%1A_Cu;w=wWyUxP_9mng8T7zK zZ5f%n(}Oe9r{GK26Uc4}sD{UdE}RxQ+S!g^%%G{h?j3Fd8hyD%WzSd0=M4cwZacuC;vPe5*N`~pod`i`GG z){*FEgf3C<2<&Sj$+0ambo z^*cChrsLd1kc6_Po$qhZOi^2aAL9KcXpj6c=FB6LUNzOXX?EnlG2zf1KgW1s{3{r$ zmZnYM%?OQ6O-+olwCO=<)4*E&`f`&+Ej%{1@aLMmxUq`(He2q`K9$X0xE*K>Qn==5 zw3q!}fs{()tBp({d%Dro02j`A2b$@a;;!U@x3?g-p}@AYv$K~lTBVh&46c`FX~_V3 zhENf0#Z$nu=oohF_qR!n%~yntL6Tx< zT;JmLw2~qmaR_hzz_e%%u*qf8tpc270zd*`*W^K$({nc4)d6N2CO`>+5esv6t!gstSpXv|NfnLvHmv53}gzsjN4AZB&uX&6#MsgKU|p= z5*Nn~O(7QXWFz)G0XJROp|}|B9p*;`XUFh-7%~8sgx7E@^b~>ai+>a-t)ch@jA*Gs zvs3(V{88MF=bO{teFyRQ!_)4IPMol-LZ5wv%w9o7Oexc+0g+5Q(d|J%&kAY+ES9Hx(!mUkq zsn`t`iaYL3c^Xm|_Ajcl zJ!hfF0D>QkoB?sy#5B8&S+QIWoeq5tTK!>?FOnB*=(JuSu#7f>hkL~?)y*Yn4r%S# z!1~!?OxcGcoh=&zzF<*FT&o5+; z&ceUb2ONvBVUPy&1k%SxB)xn0R(5{*a^Rx5zJ4UxsRiZ+c0oZk#B;J~1^uqs_$6Ss zR^><=Y(oC~&wG-_Mxbj+!EO;nvb)Of-pXA;7l`*Sw=b0vi*lKY7GB_Hc^VY zWM`{2J5LI9cj>Khpxs)f_oGV;^ZzKpM01{vW8VPMc%W|nv{aB0mYx9fTuEk^q5BA3 z4%M&f>+9pf!o>La_~Me1lz<$1dV2f^iF$%p;QR$jo8Z-CB*__e07J`s*O&E>t*xtH zy??x40`jZlz|*dwyw)jM^8NSHb@TjZm(*e1B{~7tXeWmKh*wa{%@ii3T`s2BKqf6c z-L1OoCk;w0^SpRy%f&-M!9!NG6ULlhe{E@rq2)VJH9iaXAfhjWol5!Gv18%wPUkrSk)&|3bZ&on*PFDD3DNj(3T1LDUBZD5f0HCR zGqXgf#D+}q2?@36xFWp(fFS(6%1yuN^bKX)>i^ZUIg9a=;|4u`%FSS1_iH z{NKa;5q9a@k6D1MKT99~Cjs(oYBtq(HhA4=aKd{!b%wcT74>L~pl$lV=+f`6_xo&^ zqEtSdr5#gz&wq7TpxCz~HP`j^u)phoZGik7O5oK$=WH^=n?k(3S1T$gG%|&+s^RVY zIi{eXaL&PJCrlpfA|fA=&?>*2rX?q{lai7*)4B}Gl)KY~Zn4Df%|Gq23h>cTIb%A1 zy28=5M@-)O@XdsZ4VyO)Lkjev?Sy`{vQl zY5&)_;djAdH?2jB$nN#A|L1sI`g9@6Wk1^Fd-$sT{;T#>A?$krTH*EjYp5POMkfg5 z3@;Wd?m!bCA79-plyKjwD5|p^-Dqffv43@hl6v)bM~LVDc6RiCD}nw0da8YLcl-XM z)D>pgq?k1ff8IxXn&){$_MbD|&mw8j?)-E3@fBh98`>@M~a_gNUOt&7_mR+&5XZQ%NF z%9bqiU5Y!|V%gt#8s2>&{({ZP-~cPI(ve$p=|u?&f=4{fTpQhh{vs~9!~>W9Ua;)t zIZEXLmzlSg@uLY!MY2=1)D~)PFh@zI7AVLcisNhfSfr{34D;G!(gisbAw&F<)1T%U z%NpB!&;~f0cLg2i&>=(6zT42@j#8vX zr@aIg)|?ket8L)*$gWc`d!qej7dF%cC!77o1`TF*g9W2xV;bNR;>|+yfb5tJxL6Yu z0HoW3Va=KvjZ?o1oCxsr#USr_(YiynLuF%Q^JeiYtLu3B?}NF7c2IPr48vv(t!E`^ znGC#6>eaoASZsA(gOX%}(Mf zU$#XZ6*+!`Y9+|l{x`PTdKzdEbWratp(vxEp?uQr4_kY7v-NE|PS~6ITWlW?TNSa7 zf>5>ik(&L{F&-KR@y&T$-D|btFcpOU=hw@^gv4#nh#PsJ;jYiKns~sI=n#e7gYN=* z!G(33Y)S#qfmc9FRIe8uoJMKII907pg>ZCC%x=;>AV`e2nyB2Cni^6p-H~qeE6N`x zSD$xSD|treLMYu1xi>Iq z^8L&LdPA<4=dax{+og3PdrNcN)#XcWSVU_doE$bZvMf%54&xE<=(ja#NpH5{|E&R!8X}{gaUkcJav=9CT}PZ9X!uKJ)RJ> z;yX$*289xh+WaUX)5+#_ARCr>TELa;?c?pOD>17ox-)}(xTaxK&IdBM4qF5y>VeiI zo4{4q)CAhTcp9+k{gtzkqGNb95q+^)i}jPlF9- z=}yWUID@7#(nkT!su#XOc|Zc}Y=SKpD zc^YOnWWahpcI3!2wkPXQ@xbF|Jkb1fj_myTTBvZGeMQ8V-8_>a)HEP~u0bi^pXZq# zj+J##zu0uVqgk5_=@u}$D{(h5C3xQ%eyYgHDnk2d{mP9UBAXQ>Sox-AH>t(VjFyoO8Z#Mdct} zT%&}pU5zTg(fHFEGuhe9EvtB=Wj0(<+?mDxrbp{7*)}%{!37+<{VT(^nPt;%QgqVR z8cB{Qn8^NjvurHIQw+NIW9OgeJS47i#JYKVkMH{MFnku|)%VZT%<$!i#_~u?Dvoqc z6z1Fz(64wG^@1Qscllz)#o+2W=fC5g{<*H_qQR*=Jz5+e(O&lbl@D#?I|p>%1Mb`)m_1{Y*=x|58df{p{&JcJ}+CrZnB#3pMwi zxWc{J^q=YZ8-$HA#+MJ8%yNN;@BO%N2w$-L5LxY?lh3p(`X?05-~0u8-VIO|YcX?9 zA68c~tqP%EX!OnFO8;LoSu6L3@4Bnh`pM;=Q?&nPf%NafKU&!_{yz=V)*In!fS$C! z5%7Ov$o_80_%GeYf7_)S+K5z4G!HB`+_B!oknIj%#@d$~)#&t=?eR!mn6YK8ilI$b zQC`bG|NZQ|`Ad%nZMKL2^>{~o)+{}+%cyDJ%)b7Q8B}051s|oDum~}tabuIce$N{A zwd>aPo_Mp$*F`Pr=su8IHH-E3T-aMbEqo_4*fVuxP$yx^_D-hT3cdbly@V;J^(LY% z5csx9vU781A6zoGR3E!YIxL>=M`$Iq2W8Bz^^m(4!Ng$8zWI52TPeF!D*Ki*izL84 zABzntkm=L@C{0io#)O0%E*h^(Cie8acJl5&7R5hZr>}IQ=Vkch<_ZGud|;ZlhvaSI zt!Djhvyh@jPmC{ZDqMbLWc<+g1EEU2{j9u}7FVo}BrI*(M&SAV_vsxEpP*3Qm&SvV zGu#(t1o~+}!cB*hi;MU&hOv8TFU*64(s(R7$_<#D|3MSAx*jHL|5O+TSbL?qoAP>|T&SrBJ%sqxmYAo~+53R#sOpTRngN zNqpAW*m%93VJ5N>F4I3yRZ(3%p7fmG;z+8*J@Hw6K1MeF%Wb<%@AKe6IL`dx-ugtv zDV2EcU9K^_n&|r>E_mWwfE)ddSI`P4;*22Mb09ww@s7Crpx~2hM)NkCB-Asq+clm6 z`4b9K<4I&IKR;Xtq&Wks&Eaox@$vG|kBm)B`aS2)f3i1k9_3lvM9~eJ%M|Y;J_*3F zMh5yL&v|7`?$mj4hwzbp0^%3NF2cAMX((Hf(D7^0h$mT1wsVCDgJGflaRqG1;w%zO z8kuE+MKs}8RWdLzxH7mT1Um}xkxm?9Vu#vv49_+fyRzEhfvLC42+H|iyLOEoeg~-M zP}#>{iB5+?w!Lg+@L+HzZ^Bsw6k{CZ>z=Cc>vpoxu#@tCNTFFn1{;6mLI7ew;{+P^ zzG6emOycU-yzt3GaAxu+(JYO@jpcs2wy73KRk9j;OUB@$-}c+{j|Uc4lvV?%`1>J3FI~)U);K;yC zB7e-o`l$xQPIN<`!DgSNs|ISGF{sM=F|uI*oJ*v=x&>`um^#WAJ|dQ-A-BlGQ}(1RG4suQToZ z{4;o1Y$$4A9)ezDWUEEU_@`Z4SXo((P?!+qjBHqf$3fa#$XuQGE5ThJj*v(cJJRTq zR=`3!Spz$ZZ^RnW2VTsgNo1FE{DN#SL$)*lmEQCCd{7nQ4XY$^0U$UfLIjl>A2{zo z_6SFJ44hFXbd8kN8){YJwF{XyZj3|YY`3S-KqV}|q?3iz=~#IAq?-u4{irfWyEmdu8=V8_dt1U+a3hcL~fa!t5ku8jEuUjdP0}<0E1?XajdxQM3g=L;Il_t`LhB3ohiCJ0oP0EQ;QO6NA(3z%yHZ^pW zMv`sW5IYrc3z--uO{-D{^g-z;F;*`9#U*xntYKXg8ZGz)T+`M?jZdlcL{C2S^NYt} z;KosVY8^?;O4t{Z4V^;R8LEo>;Q%;&ddtlm9dlWXuv^}Ezl9q(^#9S^nYd$_hHd<9 zok|-e+6$%CQj{c8mY6m|MvcUTXrWXn(QZvKN=ihVY$@8MB&CvQ$dsZ*)=ENA@%`?; zIljN)>zL!18F}C5dG6=FujRbX>%1lj88ks>fES$%+3B~og!nzeg2ME2@%SM)H(&xD z4Hfz(b^FOqPg7l?N46n3cV z4PyfXjc>LIz86O#*d-_k6kz)7k6+u?Zk>4c?16`s=3+gADn+Sfz<_wpzYCpaqK-@1 zeW=ed3Q7=pYDGiU)vDu(6xiuTcovmlxTAO*HNN)mSsgE)|Me5@)Khx2(EiZEf-R&X z1$(8C)&^ma1RGpz4dK>>VuUCF(WRVD*Qtp)9kwXzV?aL{tvG`<66mg;Ub*%(ug1SP zFf|3f?H5^sO)Mq#n0ayi`#EA80FjDF^v3vn&G<+omgsJzN87~Zhi!6#`4^tP1WmYK za!vIY3rdi@OQJ1!!le3~{W`y-Bt%h7)PfOwjupMR*m}`Ocii($Pb&vWzTXx<=i=@4 zdlK4H&+0X0Bb<^VyenJ2NGO@m-cgOQeI{Br%+2Fam$T$BN6{VM-mp&({YEp8kbfZ8 ztn~@T;R{({(UB_7C^94_zj!v7&bs(e-3uyjgG*Ae>|*ALU=!lVF?p`_LQ4PIwdYae zWd;oz8&hybOdBYaKbx5N6m98vgsJDklM^NDCZXjawiQ`%a^@d`DvzuZ1v%j+G2G8q zpNT##x~^#!q`Av7sAFjC+H>WRm$sKY{E8HYnbR@%yeP%J-7r<;Y~SS9~^p(x-pd3*-UGJzn5ofI@dyf;C?mLT17JG-dULSn-aP9)r~(OzZN6O zt>kk#=gP9n>x51>{?yavC@BYOte1`f5#+aTpf%SF=4a;HF~Br3sAn5H(i8$#6Y( zH#hejpT?4aadKNwS-tSEQC!Rs z76Ouz;%>yVYQicrnmDu}l{hn>sPu>sm79UmOP!P1Pc0V}POzB7laIj?D?qW`5e)7~ zOiX#j4NU$Ku{~x$6}t$f_&uSkZ^PRWI-XDJ@n$oyT3>);^P>jmKm3?>3A=PLCFOB& zVBi!4;non+mFU1hdxXI`icEnTo2HcxT@BA!F$mlqiHdUh_~LQ_?`Ao2qT=~)He^fX zN6oOtfgfSFy+`@R-WLAbdzhmRDa$TDzNR;8)=M1}QS)IiKh?rXBXQVsoe$|x=O2E!>LU;SN5|TV-n`oq>(ZM(*K0Oh zeZ)|zx_0s-@$nl3wvPb1__mEmhd83rJXl7?9(k+MZGinlew2YuPe*6vk=UsiWwytA zrYwkWCuVptY4T)E9>o|zftK3hheMV%>$!eJ73m_JpOSCCHGFdDKFB8e)B0F>I*+q{ zept^`oS2gXeD&3lkBHtJB^W)ElST892naSlo?%P_J6`a3v)oHsgGFGGdZRH=1Y^Kt z58&P6wLy-qu@oA1wt{1@pQe#Gky=YLkgv8gpR4zQB zcK_xJeZKQUx+x5g|)TwhkIj9c-7Ac2{I7p zn6}Zl3oNCl@S)KmP!;k)K%8RK8vf-Jhety@Yx~CMBimXnY;4XEFA0t=tMZJ9Yi<69 zh=q^r=~W9~9d+&P{+WUmNEZR>r1~XQ2TqDUc{CZ#F#)p7kicMA3vQm~)YH0ie-^X~ z;wae#+3j99{jGy*)$}w<=uS^Gs_OVBZ8P!8k811hs3eG~c5t=zMVo<;bP%}_mb4gz zJ%Q~*09gl<^B=(ir@_EfTYY9VA>tFkEyXFBn8Udf-LViwU3d{C8=dRkrr<4vr=k!7 zUhA5zR;WNu+MkG5_n2}rzhrS!RRQ~J||OK3o#5d`LmlTX%H zf+!M;v}tQnR~#><2R?f9^VMxtdL65WeA;DB6L`ktSW0aK<<247r zNFXm2O1nbhSmYhszZ@;Mc4!cbA`&E~QHl0A+-cZJ5h{pJh<@q1O`DKIfVh$2xT?5H z>&v650@Rk0QhV>`JF?rLVKo*jB1s#QH@!d8mQ87``Dpo%T$`^W2-Ae-hsFZIP!@xt znzPNbMwW2$#IENoE|B}vta$MlMJkU+n&YC`3vajXYULo;jTMlC#j6oqVez^_Icy7b zzbBHH6uLD(0lRqp4ZR!={W1W%E#o;F!fW{ z-E4Ktq;;{4c%bQU)(=Cc<6fslf^Jfz>f8GJtZx;&M5@AO-t>4zm5A3azp8)MQD#ev zr0$P~xnewyfDLFv5}f%uxe9>`m6V7dt%3pD zUgwGoI&}sG6CsN+Cfd3?7IXzFu}i7Eloag4ah)Rod7kB)1@S-Gd;*FsHPd;$QAT^&b*VG4ufwn0u|?V~-1`a+>9= zT^+_ZyGu5ar zUCfg^U0q#mq&naC$J>!YSOt5#v?yT3Ibn0LG_I+8J~{nCibhry!H^~~X+(6dBJnAn zn=AZLh1f$i#-(IvV%u~FxLMrBMaO{8MtOtVn`?cWFLoBgCj{NP?e4joW!&@=hW~Nu zr_iZwlGX9^6S}I#Frq~}O{h+zKQ3!>&GiL8nFd&V;!el2S3bsuo7VbDI$o{x8!R7K zG+4X0<(k+}%2tzZ>suv z#>8}+$*6nTtz5YSq#?3wl-iIG>r8J=lF&}mr%y-6WaQJ+3kFn8i9OlH_tUFcO?A)u z@ryZ(U`a!7*TBfgo-jed>gCIqudAx|!OMzBTre)?d;NzG=&op*?Y@c-_~OK3`!RD` zvqw#wCOjT?8_B*ayUa`s%?)=9M^-`mUUc3Igldcx>+P=A!4|N8CQT|{H*4;HLj&-gJj3k#*^ zrZe_>Xb%@l>N92Q)~#AIW{lR>9>O-yB}-7J4+RyqVbBV8B2Sm+bU>*mQK)BAwR9Ov zP+fiBFe6cG&z#Y1E~`4a4;U~&9jHt_&gACjP7;u=xmH$#cu8r@++&PJ|CE#z`I(z1 zQC!@Oph>532@#HJ@{18t;><5QrixYRLO+Xpw4JM~)XT%?H@u!J z8Pju;#J;=#w#fqq4(ys?Gg;=(^=+-Y(>l6+?fUP;W~ZU2A3b_xsyW{%{&PT|@NG`r z#tnb|{oA-hC|5EXqI2KAeXXx~j7OAQ3YCDa-MiBood1`%0WCjv8bb`vELfNRZuCdO z;diH^5)U9Zv=S)DKOjKg%}ov4v7cD=Es3-dnU_1AjFMCFar{D;Wy_XbxqkglQIQO6 z_&Kv@OE8x!*RAU-B_&m8c6h02c-E&2TVey|<&Z~iIuH{RiVlusT;`L@7cR^}XVi0j zglV_vh5Im->Obeaud55<4gH|!K(*dFEvv7Bj5{Wv$8W#=Ch7mwLub}3_t)9o!Vjtf zOUWj7f+Z^V>eVZGb^ET6?Ul7(p!aB<;UX)NB>0rKii>4I=&FlONs%+VF~~}CD$TpK zan(T!&l~Xz4c@%(wpiwl=_&JI+lVu@Vpx=xchflWVfo(OmtS$~L<8SFF_QLJRIY8x z;o+_T5R>Ix8D}*%t^40Oq8{97_WbGL|2}`7O^0y#$QvhJL0w%MbvJ#I z=7T&pMd-r4SvBvv8T$8tVZX1?dEi>Bzy4B!AnMN8xNmK3bK(mtIBJzL{%E~j*-#l+ z?TWC&oD+*HP%@I3zL?Jl&a=fXpZ|RLQ!m*n2;g(r%+0-L=k@Sr-!N9d4mH+!^XD7b z+KvEmA7}JB@0~A!Q9ra7^gTVbBntzVuA&lqWn)!eLh4{tH-|FjxBuNzRoff>^o6}f zlcMY5##s*(gXv`SM_x}$OY7FNXL68&=Pg=fymIAezoKb*4zVkZuDV;pY~!b*B#CwZ?kx#l}sm6n>uwak@iYQ$Gre* z_E^A%hK5_j-IBjc$~_w@Iw_gRJXAs!;!Z(9zp8>5ImI58R}w4}2TA-r!!Aq9%lC*d z9V2s*D0c6zU0pygJ1fW(JbdsVo5-q=b_&X4bHkK8F*42?QNe9pOiwSyfUa2HbaDF8 zuxQ4UK zE~j{YMBei=7}V{@kNW~n&cO!3gxLK`}eo# zODUMG!uCFVa`LcQwprzm)!j0X`G=H zPBJQK_XGK@n~&YHSAF?#UF18PrJ>X3H#XSDDy5Awk-Tq#XX}qb?QpIlcQtz_(FfADMybTyZ5k5iUM?Rf7BOx z51!JM`o%q34buqEnm(0}WNXQ5IQM4;w;$Pp{)xrRG?0kx7!e`sQj*j&R%8FWAm!G$ zVG;%jh!es-%(hdT9i}87Vr0E+*`56SJ_JkmA3xq}o{&Rts2eyBlA3*KB)x~8RsW$w zrPu{xfV#)u$D*U9na+^%_U-G}JMa?m)Rk1fj=CUcG$Ojm>GUNUH|^oIY5BBiG{S_usDXwni%L?7!ozqP?x(itSP>?2$jFes7Fsojpo|&MdH8o|$%cUNY z<27aabUE_-fdv`o&-afp(WO%Aaf>;Dg(#&s>8hkojb8YhlvL1$p33}j&ak2HW0<7> z@ZlkR$Uh;9Ua`oTTU3yNI1nDLcsf`c(~M;#-;&tbsEScR_O<7a`89q1tWSla;?0}R zvG2b3?bFAQ!C)6Sr(%oM54~{f8C>F?E17v-B9tSu|Pn=+#SXzy=^rI|jRm zkdPkD-aHMmzKXME4F^%*ef8=L%1EPamswl;lS7z2=rnG)tZK~6cQ-u^n@jwAP^)eD z@?~nmA7apXwTCux*Mli2<+5F#kgE^V@$8So+;#EdMR|ARu&3hi0(W2AmU5J*;)~7J zxlDAZA3Uqdvd`e}b7|IOeC2{LB{Omg0rt|0Ynb)3WhjO*lqmM))s6d@=wN`FH}6o{ zb}R4AeB3}G_4m1y(#pIrCBS-{t6w3U_DissKn|i9S9Iz|)uSUA?LzEdfIlNBLWwA9 z*v9>TfBoS12H?@d-TRH0Z zNXVj}3m=9ZKA74&({>Td)I>vmIL8_QqUhaM04$|b<|c@QPL!6WnsPwNL=+R#Ry1yA za)v>#Jv(9E(y_v>RERJ&1Pwnyc$lVhB|cseDYGY_$N~PGd8_`!&oEw%P*3C&ZLN~m|_ zT+(9#$%TxJF~-KmWNK&(D3frQozhdBx~b~%a3mN{v+@I^&4|*arOCAxjV?S>rG!0V^yZeu702h9cnXI~@X&d6zC- z5ssSNZ2>HyN|{M@h`zmJbXRZ zGYapsE=&IV$j={sZz+nH+?5He#DACXl2liiDCCYEh~It=haJTYjb^ly<1Ju81?+rNv$7` zvU{La?!eI5F(6CgM{s=tt?02&PmnBPF6Y-S%2T&O)UWJ@*OH_hrF$nyz_`CLfjeZR zkt_@3`yF^^^A;}5Me`Bo;Cf+wV{}cRk?H*{$Nnf*de)$*5We&MqNrYH zZ}|GvnAU$c%6<~x8%>vZ9gLQJa(cngG=IZ?pAm`NvQzW-p6ik^#PpO5v}L&^>#DQ1 z#4^Bfwt@XnB(`SL4D}hT^46jWipxV_^Snomxk#T;Q@Ed(r%ycF06Z~z{P>>u!ETF-Mg|83&E?2E%sgD^oa7dD ze$ENC04L)8;Ndd|K~kah#Cz85wseC?PSs4+C@O#fzaF zj@`DY_psZB$PO;MV#{-ek{yRdu0Y$+&@KJI=i!hm9?Cj(t{lFg)BL%x_X6iGAes^&{Rt zjt+w6Yi(mgQM^m9J#&&`-|=aD6oZOx|NHOYL4yV@o)F>u>c$L)oTb4f7d{_DrJ(Z4 z=j)#W+h9{jOjRY@e0*Nl)lGa=?yO-Y|NF7C=dQi`^6+i>i?@0YC!VQoZrc#>kH~(p z_oWw|`XOf9d*jB9Nz1Rw@bd0(W+?*%nSKZg3F)(Z`SJr{VLQqFh?#cz6UFXF`}8#_ z<2V(Sy_YXf7sr!I)(K+R^OrC0vrXNH7sV#ptzJDotWBT{q_FD9s~Z>_zh%uMb$zti zFtmZYRX&hSYkNVNFNFR38pqJ1XHR_(4~<|WMK+6G=GSnU#6Ktuu;owhb82;7= z98}m-m)DmY85woQUZ{CgFBTCgVY?$Km&)Ly!n;V4vVsHf&rP4L>iM&`=Tm^ej7O=h?EDif zRfwG+IDVRVHC)L=l#asvP0tvYW%4SM5nFMp;iHQ@rxccNn{xq@#0DdpKhLZECuXUdjq?2kB zA8px;%R~BgikK=cC^~2dD42xZzkPcLV>;G0mXX47L+K1dy5`%VOCgr>hvJqkTi_W< zFOfZNw7-CHf<-kRNbrvdzgJhBXbdT3;L|qY8Ha@IWrT_1rO}HrLV|-&qPwo305+`0 zJfs6`*BTFPt`^5DETTNh&=8|^ie#q4r+Phb#rJZp{jH{NthcsUPrM#8%(dVibWVLF znIqP{2sVoUw(PL4V}0l`9j~x|TrwgjIIGDUlusfRf%G$O)~slMf0FNcD0VA4IXR&i zJVa>J7+ADzS!CdWmGmaP6^>KMM1hwMj6D+U!QU!nIe4{6#H-6rM-Ju7Z*AAwao0BB z+;g>A$M4&vo*~%*1ZxrnVx8khk4_A;F)%<}NRS3`^5kb{k60bDO+AAPd;+0iLRgCL zZq<{vDy`PsLr~PFh*|Bc225T=d}IigbA~$gp~Rpq%wgfvuwU{D3PLG~n2IonGAKW! zXJ~w_JC(UmM9vNJM|$Zg&yOT63b0XM^uo7QXBze84Q_6+ta+r)D++kMP&X&BkdZDV zhGDRXkX&4dUy7$9Z3bg*-YIjzH&}2fIx5PPew`CkiS;lqO5 zwL`bs0{PC>j^595=CtlQd-7wlRpKeUth8Cp)v@a82Zs$CCZbwAnY7u}C}&RGX&&36 z?Y*Y*Ir+pWv2Z=tMV2OdG}l@(^JXmG0!`ztxUB$;mN74eBRE9bZ1px|8pDqs9m;Ho z{)HD`&U*j&N22n`4hRZFivtN)4Jr#p`fh%K^@t;YD00>~X_aUaU$~gZssV+0<3-rX zIAx-9aFDv3w*gs+cPdQ02sh}X%gj#msn~ugAZWJSN35GGg?X4p}W^L<~Wq-F9 z7BCKBsK_<0Y*$(i4Im82#k}Q&63iQe6`i!0Fn-i1KWzT88iy0l>dL=$elW~+nCtpp zyKdhq@3i#ced@e6ovX=$l{%$@9P$={Qz`u_b-(Sf=Yototh{0-ot zJ(bh@j~*G!pWmCJC5Zj#o1bv_`iaGFu7A3@%PR3Mk(L?&2;5#}4%*0ynwp*=MqO5{ zSiy1!cn_f%c>cnL?2e!19j`(9=3nFFCR%3dSzSd6iMX3LEC?Hj`m+nw#v9cJNB*{&#Po2B5s7% zb~1oI(E13zf`eZ1?p;?2D9aeodUgAp9!g3|v4jAi{a8PuS|hBZUr|?Y3yXmQQh^sc z3ZF+9lTEj~KP6L7Pf!2O>4y#-^8D6tqO{;l^s@&ly$K+?q+JX95k=-@M^Ns};M%-8 zV%+{RG79_k4fjM;erWKDa7eDdG^0e`p#Zbrqel;k^h%)0d8Vdw%*>>TCc4oxxS^n% z9~LJT{^Oz#p`XG0vvk`hI;Q3jfbnjF5EZL{Cn~SEecRQl&JpV)wGQ5z5adq@zYBpy zP>_LF4&u3;AWMlI^X~ooIPA*UEGJ7YInTsIAH)n?A=YAo;hRF>UI6Pmg!E~Ucd>;1 zz`G+gR?E=5)#>j^K9fykM92>(pn^)-9UMv8#;S$$qqSuT^zH($=4>3Q;VdB+0YqmZ z?Wj3gr#nmY@w<0*7GKy|PR8p_aY=G2x|+n7K^=;~B$EDea{I6zlWcFu&tBd57EqKj z%Ry_+=1}d|23_fyT=U{mADR@$W<7P*pe(T?BV*H^)bLQnP!BKd{TVXDT!Yi(^he}- zgH(x{4V1RcSKrA>Sj;X+Btv46=|5nAV%U%1v}XfC*>Cgz-HQ-fOF+SO_qW}#`vDMA zdk@n(Fm!B7*?q+y4;FTWtCj%Psl&2@LnPHfD`AY*rU=VffDY%=({p&%ii!#Wu)T&d zs80|A-#-u*UuPx=3Ba8-RfD|4Oud!ZIf7Fy-*z1g<6bP2J+ZL;b)+t&!GU)39Vc+b z0MvfB?QSuf%8#>7N;!Z_H8eKv1ejbHqdVDl=!g;f!AJSVPUE7xTgDspk<2zV?d2C{ zHicEahZS19e0ebB{!uI`-bO!Y(BvoR37Zb@;??HCq^3PtzD4P3H#;?~(c;j`JE-mj zyJy$CBM_aFn;QohW_s#E*;Ped-4Ub`22{RsdiTA$;-380KAB1O%YtWp#GC!)v3vnC*5phg(!SAx50DXZX$QO?qIA4*{y1 zi%&2xKt9fdzKEW!-@YB#v!@#|o0u^_z`@M+KwR9HxZ8FWUn-@t(;NdGLeyJyASW{S zPa@(;gQj=g#-MXGaru}i^%n0i|Mr=CkER`-G;`)qQPs)H(j$dx&$*rs>5Z4^7aCgd zu-qiKbcHGB8I84F5H)9?SZqgWf*s-J=7!h%?a38)hn%~2SAq<@(S+PRhgzB%Gu(rR z&5+6JXrIYEl-R}N$cri{VZuxiNj>X^XEB&JuLl@ACT2Gg$7^io*gZFP?c6Ey5)S0; zmoJCo2}JI|t85^Ux|N&TowV;fU@3(?a4xofPvT3;6QQC!aeCRqc<1VVA1BDk%2K`Q zMo&dUbF=J{jMjxsU+$&lrsc|Sb*EdG471<32vZzjwdJS24oQI(<9F9b6gq1lAb0cZ z;Kq{)f3SH~H(r)^@Lfr6<{uPv2U3fGaRqiR)fgK)N}`sq(gq#xrXDuQgT%M; zo|OmM_TR6$Uo*Ef$YI^O{VZ%|?Mu60OLgI=dQYE^rMXRZ0vLAx{{35QZk~V|Dg|Lt z8=;tmQJb4=b;nNa)}u$g8ShM^Pj?L9Yn~D^IQrxI2^QH@F8}(@@=7F>??k0Xq)cnp zOd>F)h!#RR9mlp8Nx2v$;nF2PQoResN+nH7+4=^RR?gvOM--lgDu3%YQa2b18VR>3 zU*j_w$R*0U{V5ak)mN@u(J8p|V8X3mFV7)3?eM+<*1_tzwllc{i64-D(8-;1PRzEm z8%2M?UT)t^{ss3<5n>KjjX9n9ikR)NcvLRo9a1RKUSMSW_>}@QGyB>Zxqho(6Zu~!shUS~|LWOC^ z(+US25n;LK?%IEYzK+d#PHs%1{*WEVO)m}n@1}W8l%=#b)ea;N?y~E)on!DpYv#;5 zfDweaT_o(k&Jy^(q1~hgRbYL{wEM@;W8=C}e&CIdR#E9|u$xLi9EguV*h$6u4;d1O z3k+}5pTfoaOZV>HMakrxn!BVTAoOCE3L8*7`QcsvJvred-+GI9N<17j&^cjBz>hS(uzVCSJD{6@uf$1Vbb{G`pN_IQp)nU zLZ%TKouR~mqDq8qSUheZBibfG|MSO+i*ioH^Zk^o4O3#$rwrSA(LG6gJ~-2p;}ERg z@?0cy6xfMC15h%^WP@4RcP_22VV{kI)m zH>A0?>gC!F{O{*-|NHY_AD4GXGF@_`cDNm1_1_QbSCjJm_uu^VoW`#Uh->k~vO-t%(2_~KfI~S$Tty#H!C51v+Lp^_5 zmO@#YLZK{H{{1(6$GVGkJN~oO<|I}Acl>erUGFyjy~66eiVcObPKW$m6eAvOOrh+e zP*0zbzZ%@%>Zq^@|_wKQ0ze@}G-5%leH;xiA+`d*>CD2&aOKbo8Klr68 zV?VD{ycrvKRM|gj#Tj-XTaHRus{{PYckN%QGe7seG$*ub(TPi5V@_f$B1s7a+1jc~c`K zFR7|NnVFsCclr69#@(r9UiNS|Z&0PM%TFt6fVEs;rGe+ITLHG)6wlt@`ixh<`~VkM zVua)(%BS27+KVV2K_z;;ezq%|<|e!CKEGNf_2g)5gyg|1FJ8RBn@qYDO!dYKj*acq z5j!uqIpw$I%Q@KCB8tVltV104Nj-_Uw}q#7vOA2Y2a7k`qKaLEtcyzP{)Qu5DygTJ z{I>dHXSttb?v7g@!_Terym_-JUC_9uBdRb-XRDyy%&YQMkCOzA4t>jaogRPp`t{e` zk^+@O3ULv)SlyH*1GwqgSH8+WJLyT|UP1BLv$uFLg)*b zW{l?NW_uaQVdZ`t`|-zhvNM1d(bA&MrB$eo`+pP=5FjEdN>4YI!*^N+c`8?|SkYUb z7<5P}iBnKeP$5D25|?WFhx^<3%%(K6txlvFRLU9|#o#raot=^XTxup`y>tQBEc51l zX^janF$V_P3e+ar-HTjYT@`X|jWaCUHK|mppe;{TsA&8V-I5sV&T?x92c-~UyV2na z9u9m+yG>Ho+)&}PGb^$Cn*7Lt2ITp>9*g`UVD?BVy{w0a|V<25Bm; zQ=>10G95<@goK1*Ph9`)Ox*7M`_GMZS1S!PWpoY>CSmrB-akGf>^z>(I(N>Sg?@X( zUim~-{+yhgShL2|-nN1~nvak9RH&%4Vzu~uKIVakm6g@e**X5~gY8b=p502f>6WI} zjP}$j;APYrOj2Uo2yUWF&7ngtrc)R+rY&2dOCB)C z+xFDN$;Z+{UB^`_b~NQXrZr`l?zgnGoSd9A{#1NT*rx0Kn)WSJllH=bL-H|CnK%?X zoF7mq$9NU78>~Xs?l|_et1_t1>-gY@;%iInetbDI`Sa&_8kSp3cJ{Gl%a--LC}r_^ zr&lvI)`u-;#lCM}??6_2=KYbL=rGm4BA2sV{qx#2@;Ue2<|Ylf)G{x~MN4OlO3BD5 z-CDad-Fd=--=yxmx5)5qYa5#}yvU^3W6>1;+dpXI6C9i%WYZO+U*W%9!0hqbox%|l zZO$?d?XFq&Lv5}a@n^X;awGDF3f11dd$)4U8agh~&)+|)JIq}Z%OK6UYOFrY*Ed2X z%^+4PNWf|I<2k$Dx`R2{*_)KxuPs^bOQSu0p#1ozc~d$y%ym3aL6p^X^pVrVAeYa(2r<{G7!!J& zgtT;hs(!^LR@USVOsvoAh-_DpdkT<7)8 z$@-mt{PEnlHp=+rU(5WReY%Idb-N~Rf96Qee=Z|7d0NzYT>k3SYytD82(qL0%Y@b~ zSts)J_U+&82AULPM1I^Toa*IBRLzixmI(@~{ znr|+mQ0}s^v%ftYc;V(dJ>I#Y`MK(@pT~#tbst~Y7k(-HY{}$EH`hRSb(r9GK?^f{ z^J|Dh+l%yxUU~&yQ?gEcMw_p`r#3pVkX7VriVkn!{T!Qa)eJ)egY6;59R%JRq`kme zm7K<~aAhQ^=hXBDD`~mX$!ouVetpk=$z0JE&8si*@3UcIt_e+Yvai8n^ zj{8HezAAhFK3%9A73ZwqA%)cr4i382p`vG{rM)`E-j(7GHphPpPxQB!+AeWA%6Sr-Mc4Q1Tm0U8Vb$n#|H1SV3G#NeM-u z;_&K%k*ebYU(+pGn+&SMpPjl@{_Y+1xPAYDZ@eQ+8#nGn=d29mD~%I9c1#%?BfZCc z@0g%j!$oh=apgz7$FF{W%Esh0GLB8rbC0L+L)oLfW23b)YE2_;)hGt>>N(c__T)W+ z1Z51;8hdB&dwVMZ$)K!8D<-O{6qKMi#A9@NN2B6GXC-9ZBvnZ5x08wQ{7T8 z`Ha2YqIF=;o|D&?uj8)k(=@M( zxfCZGdAHLUB@Y_}wNg#AZTv?mE7^-qsN3`?DdzYixUQHNx~088e|&99)xSr7F{5~W za%xI-&dm3N!7v%0X_oCbpP@Sx_Xs)4#yKf6T$!S{BziRFmcOTx3ONIB8HETk6f`rQ^2D~yQu_ZwSFBRtb9-x)?UDU zzD?{jL)CmEkjz23sF*8XOYYvgmnIbIkf@Y=KUWoC)~=&$Lu7PxMMXvY#o1(*2@^-> z7!58<7A9Lxo|!yNpd`frZjE#k`XTf7!q$Dow50d7c&oC*t3`3Kit(%NJ%1`>^Ygoo zzMfuLb8|DVR(+C2(2%lH^%fvip2D9e`3&BFK(##THglCq0}%dg9ZLd16M$6=1)D1e zy(Y3q-EmxG?dEI?5>a;b#(IiJpKm+QH8C+U(z#o;zoCYcLCP;ENNmcp?RkzCdO%cE zLoL(nBl`GQt&DiADI>|BiRxJN$!iZIGZn3y`@wYY^MIap%{D7rI!M{%(%*rb8_1qFx2X z&)GU#lUHrwZrD-r{=GaPzdmnZM|XEL!Q<^k^SPSQPla@c#N58WT)wO-0HdT_@_lTK zJ~KIDhXI*!FGPz(QlV3H06}iCJx@fzRHUnQ%cs7V9WO8xl!%ssQID%tHq4xF~_l~khQ(wKs>(B*2ofIM^{AxfR zlM~gl4xvS_6CHgRIrQc2y)hI^lis>mr@q82^1FUKTABp1j1RWPcXa3_Y8I$sB?!(6 z1M#bvH>8{xDwqfb+_lAj4`CN$=aRymsF?42dKSnfPBHNbjYfkmMAy9yszZNyeL2(S z%~1q&v#~Vc^dyB;Zn0_Phx8*g~h6&c8YNlD>VBxd{@KyW=eykoOpO^ zjM|h%Yc62}XVIWrg|A<~{@~%mhke_lC4iDf>bbV>22F<=UcCO+m=?WZ{d#TRLki_Fsu^)dK*&ie5O5voot!q^epBZ{ zm{{xKpvn@kEn^!_0fBn*55R_1cH$*oJ5AF~8C5ZuqR(Aj2EN=HP2^gC0H!hnjVZdO zrKLSEsC=>w`1I=h?1XuVur@1ECY3<=Z#zyKorm%JS;ft6MSHX8~#M7rIVwhf2lEtyO5Y^`_1aQK!1cM~!J8 zu^Yordak?~A0K}yQi3TQ5?D!en41aTpk>jlfo)%X<@bq+toNR;T1p|gFoRG=kWYNw z*w~2MQXFZ)kb?XucB>CLD}R{b>35x+Rz_FLOG|$d*9UM=sGBL=Dlz3Z1h(! zJ96X*yT;m!msuP;HW0WkAthDmP$Wp9?AYc^#6kB2)IZZVw>JQYR5~Pk_www{;gc<>=w%E>RzwBS8`tA4Db$)w z^X7D*KhyD%k&)V%OW_u7Cx~h|e-5CF!bZJx>C)Z1cXJJjAW7{Mx%z#x{8Ic_{RH_b z`E#pFy=K{`uC)5Pdn{j<8ldx4eM%^DNP-dbGW?fp*_~Oe zo+tJ`<9RbsI3Pb~k@uIdTa;CAt12s{X!6n0JJHMitoSpb4DL+jo*6mJu!{fncTQ+6 zt5^bWXL*_U8!a(?SBcym%od>*aTjZUxEWU;^V>Z#WI#{W(mHVh+GmydwH$lb$EFOP zp@~Z~Bai>CF8`C!(_Z9G4e)SZ(Y4)z>2H7iazEQi<}RI)Jk0QDUcPAaoZZh-!GHcK z`7J-EoxM}WTQn=)@vG&dCwNmH#xpW?y9!^1-dbd0DVzwv#3 zgZ8sGGXPasJBrkRMHGABny~e&@H4CROO+2CapXuQJd_?Q7kwjskp~B9N03DnZ$b2> zti3^5#h!%P1YE_@!%NTI7Iv#HtcWH@d+7{nJ z@qz}$+kqFN7Ax&Qi_cKjjE?B^6q)oCMMM)~4nqq41qx9-CdS&{z8;ERq8Hg{z+{&iQ}sK$ zx}w1Pj9Rjj(U;VB z6GBroBa6wCgA_t^caXezKq&%}`s-&L2AZ=NpoHvHU`<7SEmsYc`L59J)*$iu896dH zo-3I;dU|4^MjYI|`$Uc3M1P}Un8L-24_jJV2oOVW;%;~P^5qMZKyEE9t(?5Pcr-<) z&z@U+{rnVS`cUp5)otKN@o2tq{`~E^k+As~%l5+UhqXNlXNDy~8mP3J>sXTjvd^IG zDNgI-&JG?rB!ST-h6DOkG!(;ckpY@D03v?AzHHc4lJkIRq`ny&8)IFDKm!j4&-sQ< z@i($;rXY91SzN=FQ$$1^3sp7S>e!;y`}Xk^aFoBUXX7*{Is(=x4d~*x)mxteGMECg0C@TkiBl9*hS2u90%r#( zHV3)6rHKH;&~i^i$5na2Z~N^cWQRBjzeByvS;?r6xcdmOG$R!CDG+ro8#20-IqL5z zl;x1vod z8e_EaJ4EU3gn}THY27Jt=ImJ$w3a90?uBdzIXEQ2TNIp}a@!occZ!aFIHj1e$-c9O z&hU%Y$g_u5sG4gV8<|Mx$5Eq) zAe00bL(f+ID;<)499roUD5CYrT9!ilQB~mF0n-Lx)v^OSR=mjfuzp8l-!5dW_o$Z? zFpuU%-s=~yWy6hw?59kU7fZE6ERKhtL;kUuM>Bz_YH;pqQLPiEV0N9SjbgUcJe6wv ztfKIHirp?C-~Z2t=(_|B#*ghO#^ZJ|*=3XX)v*emA_DmpKl`zX{`_>^q%}9g zZL)IDN6^VzBv*dDdhNma7Rc$lDU68KXy0&K^M4^(Zp3vXHA9I+m2Hxzp?-WN+V-q z8OApDg~Q>=2d;e{E4K{eG&Jm9?5$Dg(m3p@`N1CgUghH>d)pa@jCd9rYIewv-*;Ov z--CY$(zTpqNphhIK|ziP*T`68nZ<#BWvgo?2>`G>xW(8MQqx!BLVuypLkVf&-{d+ z3h7#4@1tWe0OD(39bS#j z&^dk3l^96Ze_O*wMT4SaS&x=;B!5fF8>F!j^Y@9MWhk-vcb~d>Kuk=t#_vIOcz8Jf zl`p3O#pFm^#*)M$ipHyr!GcX{qaFxYv>c$4O@&Xj!^ILi(rJvYgjeuEl`t7AFIcPN@^5UJWA#4@n+rm)%lfN{|LO(6>?GCrea!a?Og%LL$#!=erj4kj;X zb?gqAYzxDti9;RHx#Km^%^iv`xB_ZLl(V?lmf?zl1jj3m# zv3vmE1+h6mtw9)p=q02Yq7Xok2}n*(2J9I7`PF-234J{ZV;9R)(bhIyY_emc>+Bd~ zczj$D^4=&qmfG0BhiBJ`(?~!it{V!4JjD78`vFy{5MlaY$rsClG5@pPEQydY!_u(21~G(1R!J3KUPwjxbxo5Fynq-DT3+ye(g)r>AFlVnPX^1|2Z^_U+qyw3x}3 zX<2*WtXqYsM<21{iDBIiui={W9~$vmXV2c$RGWNK!*|bc@AsgWj7p`~zpa}twP0C0 z!^|{pxRugUMX1XUo6?G+j3Srv;i1Q`%8&UytGyG=@7!+&3*FCFC~H|))0j>Y)6V&u z)7`quHt+EF_V&KHhQ(kk`$;%%eRn>={ghAp_7?wjYVVGPe^6Xj?k3+v!Q4)i*Z=0P zp4d>gP&Rd-sKfa>*uy&vorX?;22HPHhLo5w=9^)wC;9&xGsloYc7 zSLS+C=wGU-dUrA{TH~nf?VKVH8YpD@$BLHnf+F8bTa`eivk^UCOzKNN*D%JU;uMe}TGUikvc@BmQ2 zO&yXq$c0qef%ppYAw-%c(SZ!JM&1E*A!W_#4Zf!z{&{r)ab>YC<~$~%B&d{=ljmo< z&0e1)Pr1bL$J;IZu2Z&{Tw~n1NlnBZsW2oEj0anC-VQs>8{E|KwOv6b%wrE|+tV8e zFqr_jqLcWd02vA9(;~nkjK7vV5E%H6LM@8VOpn2|D!IQc9LTt$wN(Qs_#=Qu0s#3Q zt!jLeNOS11W%wD0G11V_!1nf(hr3`(P^A^2n8Hr&L~^Qzw+dKz(}oStR5MK8)z-?P zaS+8%)3K8&Z+G3p-KX>fg8UGeP||cfL+mIZ0Al$=<+c0v;RFr4On>Z2bCzWQn-oN* z-s$*Gx}%+|yL%O-pO50(wWm_gAazyYDrcDZ(z64nFqm9ILB5 zPzIr3(65c@L$I<*d<3540qAB#B>*U#)a)jeJ5q9sAD5aU58g3**^nT#f;Hnn{D@-0(S!_G6`0}Vqjojmy$nF+P8|*7GxQ<|9lKt(HP=qgz#!_6jT_0P2E&jF612?BEr9?Yi&`N;rCtgW zFs}nNpM?|d^ySX}I)FaYLTHO9&KnnPzW55SWv7BGIy|b9gj$W3_}5>5jkY?plh3Cm ziFh@n8Ope#$~g5z1{}Te<;~*KK%f_pBNAFm)X1x^5z~3K6s;%bJU>Yx#;NC|0@R($ z$x#s>cLXM&%3|>00~~$(=1m#UJ*cI9X;b!gh$axr|6X*m~q7rYA!P z4z~uu??lR`4}SfsyCP-Sxw4NCOTelaY&Tj`{&KKAI>~l945~|oicCJyy$?GY{FjdP zmxP;F$q=+?A&CdbcOmkyB6D(cM=}mRPpAeMxyo zoyX1MDW;Gzpp43b0B2nJdKQs6HTn)9A<|anW+wf|v7MUUFQGmWwu>{U3N~JGcH{!g zJ}BASMV-B)z?a-Iga-E2iN8$1Z= zNLQs#qgg$(W&V}QD+rl%z^On!O*sR5r1{1+#${NlU%p%x{03c`r$%}F zNONujUNUBeXdm&jOIwu@817$*k-^zIdu5&MRb1>cBJoB zQ9AxFiHf`vC-UqE?#kB^j!zm0@c+X0L|=$?9O)YV@#A34u^K-nHJk1#I;yZ8OxXBc zr)h5UvkrOPjcR^&X^nX@#9qU)Cpkc9s}=iFa+;uNJx6Xc4sSRNjwjUi?9}o~P!K|k z(ld-cp3E?z*C0O|GdgNp;RqfgYhjUebM>~%Jt4m75n19Vi34@y#ulRt>c#fTyS z9<1xita02@d2MZNQ~|aE@9I;85r6;w&{jY4$-R5`&`5P1SkwLuTlQfiAQMErZhELF zd3JiD4|A;8ttq+=l{A`MCe>%3eYXq7!fdfPDGpi77jr(nK_avO8MW|H@7Zd$-DF_l zy?1B{Kj#gHQM8@HVR=7(;%Kfa6gZ3_>F_}62lwqei@X#1ia(4QAgAXT$XIx7p4<0B zYl5+T3Eds{5C!@Zb0Lry4N(z^qRrgukB5G1JCm4mY?JN0*AAiQ_wU~asx~bMaAf#~ zhFZ|Yh;Z0GKO3f)teJ>J*hx%`3h_@p7A@hNMNeX*lB6C2zr%^I+gP+1xnbjr1*z7c z*I@y{!8;_Iv0?}@j){p`Yw9gnO zvoJyuZO%iYWBrYCtS;ZL!LnBWCUe#WnFY?Us>i5laNtdWl}I_DyPX^F$olA{V-gU7 z1WogfX=kfZ2S%l*gbURJ#;^y#8XgFNn7#f(Mlq5R1$hMGn$|H5&0#kn#}wT z7z!6(5v}mcm*?n@)q{K0mGXosko0|Yw%Usy{GQeBMpgvVAAiVxDrY7BLCmF7L^DPi zHTT*wCii>t=Jo5JB0AiQKB55hL-I>-kKb9hpjugI)0B$X#s*uPyBc8kIckh`xaMlQ zB?nHFHGO`4%iN27|Nbqef@5fsj<|OM zCh!~NJUVoP0gEc5B!=PFDRXdnKyVlmZSc^!qSaYvfqI`pEwfOsVM?LIpeQ2B#7 zaA6Q6Hj_a>1B%0n;efUXJFTd2e$F{>mM})U!IsA1*#%J=nFvVp(VPQNiJb;>x*^cR zrF&#r=!Uiif0rK#o%jMzSy@@mAd4+$As`T0HE6uQ-;4kSgbh=-&}{YPCWx9H7#Jwf z-7!$=x22_{F~c;Va$mQnU)G%&h#37Wmh}mN5gb8HT05;FvP2Y@4n}Y=M`-PIf!g3 zIcj`aDEc3Y93)RRRf|n05MGW|DWjvKvycxC4Nb~0We|0B>eKagEA7@G%W@H*M;@(; zv?LUy^7rrSu+)=)7-9hsa=&^V=bRnN>1M$~i$`52>WaFC2GjQKae$k|t9WwUAt}_c zYnyp%t^$zF2MlMNxA>egwD)?5w)b4TF>Z^QR}SZ`!mef#c!W@DvTk6fTTs9FMTD zDuM^9F!xDp0adyWt4uY`-~my*P%)ZkZQo*pmE*;$Hgl4L7H7S77^|4uXMp#(!UQK` zH1suM#>Jvdki-|(Ac53aOeW~Qo<*@|>d=%BA~pT;<_-~nNUesO3$h~(?Y#z{N6of~G=;3YItW33<#qKMWB0T{nqrHcR3Pseg5$v5NopKM!lAzrXq?m7CmkFEXEEO9d3ZQD z&nd*alr0MhYJLR<4=kMlc+SO9GJGLagvcyYNR&WU(>f?9sDyB-BEYD^i_2$_ zkuiF8V}-%fm;)_!4`{kKo*Csesv^} z_aV>;a+m{t%Te?JJM7wGN?&JyRy~mH7!*1Voc6#@q4QOXgoE}I@xU|J9r7Jv8E|RS z-DaH%W`--!?=J%M@gvaGim-=$wGButq=>Pw`I&R5DP2Ea#*^_P$x2e`!ACgId*N5% zYKTH+*2Q>GHZ;2xNgvSaNbEo&d;a+G17Jl#Tl*=C`^=U2%5G5+kx@)6x$`EdBcN3B z2u(o+Qve3YJiZR9J{c=xP)0ItemEBadD3)pxHC>Q`^ZCtEkNA@CsGVIC+ zqX_ReqZ|6Vp>fqXCae-nYhnKKOI7iUk2j?T{Po9Sy|VR0W<=N_Is@YHh)B6m z5L_`i%R&PXn#01>fL$my1T1|cXEincd2IFI>Br2R(mmw@~lB#YRn$d$;$ z&EdCb$zFUafr#rksX?sXWX%FLDv<|>A48ZC2m&nveo-$$GzfQac8iTS=sI;gI=5-# z#&D9e1%jkSK;G2A!movGo^JGU54DCU9sujc*h<8JeBZ@f{U>0T^J`topI1H`{(-Ce zbQL31hO}%4@?l{5Dov>NV`Y22jmWaaYD7Bv@lX!aA^DUWN;G)$D#QtMnjXmVLoyp3 z6$GZDy}i9_24`{(0Nnx-r!7^+X32G#OocIQL7#ZHKdcTY)E9UTyIW&o%*oM_N`t79 zY<{5!1$vTCN>2fHQqx7*>xyfgotn6rp=oTYTF{H8wJp$OR0F>_1m-C1c4+oa~4x${+t-3hR_X)ZnaJ9cJskM|j z@x`3Wt#QN;DE?!VXz~C$*n#gYsOnp;TDUDDr_act8%%%-h};q2O?Qp4O`D5$Ev$DB z)7{0^yWoxy(_ShMu(I>28&3NqPq%E?d)5dV3Zd}yP(?vmZ#L19_k4uqnDn(56-`YH zX?=1eS3v3555E}8PSG5Nm0f;~1rsjm3%p;bAC2ia!lLT6Wdf>TDJ0 zM)D5zke+G+nVUfpiERbWrtoDa>uo^Gg1misE{HDN8s)7grQ#YCymJKjK~vx~M>&&4 zP6XzT#pKdgM4&}QCQF2#L$o=RcrJ5j5jCigBmxU zS|XSEO&udrN76w-wN&+Gnv9E8fdc3WF<^9tA=LSeAg0>lp{rZhq_@H&< zuzH(!7XCLmXI`RbyR2mT_3o{%)udXoW?3yn&;2axy9p zaEOQ~h>{-cRPah-{*rSca86J&B*C0(POTHQ^%?v%Egt+>VqbfESRRs%8j>80c zq58Q}WZ2)9NiYEHuXkJffbxI8`v2S* z%!rQa3qtSet2_D@*=3gv&{jsA~*@ye*&Tw&N+7KAXM0z@KZ6L?tXmB|CBR&May zpP-Zo1Hx8AvJFFN;baU!&aO6&4)KQ-9G#yp0tZCp^CWbZf}=(sv_0Js86ULEmBBQ4 z(CI0KtDYvwNei)qH(Jh(h|lwZ-y&3@YYk_%d!75wQz*?@HCND-DmR?l@d%=X(B8B6 z&x4g&zg{C4fh?LMvSO(yhK%u@f)?t75PSPG7@9rcWaZ`MiYm3#{UN@P5c8$gP?8w~ z3(a29hZ6ti+)TH4H+=tc1tkqXU=MaG{KsHiwIR~FvUZr`WRDAA=+hm1S6mIn#i=!T*8M)=T07QO1(!$1~ExU1}#ZS_1 zr2I+V1a_GL;td(*FmtNNAfXZJgX72VXh!z1>H8rn!Scu?b>XmB8IBs5HXlbq2<`$s zDPI1NKKiZ-z}5CPgpn!5xf`{a%Ah6Gpn&5PRlc+{dcO}Fi7Ou}9q*-^=8U6fki<_Q zj?1bt>|ikxMo%nM_#Zyd=`JT$lTdI<)KcYTyg;%DU+CnF>zlLUpv!OD@_2C^UkHfH zhOVI0i4@y=FbZfRT^%W}*H!@ErIvJ)!mP|ZUVP{w#`~y6%hjB5hzfNqT7hwKaTzRm zyv^oW8W7|^3Y&woRaxW>_z!`mR+#q_fSR)V_mq_pK$)>gNt#Ioc**$Bn_KhtA>k2% zv-bQ->Q~N)&3u1t+uv{{(iIrEA4jv|q?^I#dGXMKF@ z=x)$vI*-<=m|bTHP)$uOPchOcNs2YkY89aJVyF~CC!UxlseCR}Cl`^aII8^yCl}Kg zn$C2&GiIyF?TAja@S*ut0QIUz&my)VNgM5Nw29P3jw%r6FQerTaS7U2aAjRUz@=U- zWC+0{njVgXXj*m?WTd=pk>a&rt5+*jQuU}7xjj)$nZ3QeP(b&AS4#nH(Ac2dm!qAA zK6&y)SQp3PLZ%1vk~7U=apB{ft?MqGi-cBbs$LCEIKVXMi0)a7oKAmahW0j_rB!YZ z+lY_RmQp#XybDhicn6Scjf9;(T5BWLmNf=mAJYu7dcnL1K^Fr6aYuw3Qjzf7KY6qm zpxjbgbgb?|h%h{$^ml6nTOP{B`Xc9-U1g^UBWq^Rp-7UJk8_BD*zMeT{i$qWV(;t# z{P$6TtwSB!9QQBZVf7~ov0(%A6#ab50|O#3Y_{K!`70MG$m_M4D&daUyj-@W19pWB zGB{47-yQ*19l*U>nuo#1K+==Gje!{z87|wqP0ZzL5+Js`q9Ve>V%v_}o8=54rk*L^2JABfTqs7MHzwUI-~NA$`buHMGm!DlLj(4Y-WIXC-{ zcmoRaL(%`)M)Lo1{a@3U=ONXKGeIw*$aKSy%$sO-Qlrh?Rk_|#YT5zY$j)i+{4Jk!dZNevugsfk>piD z>lW2-zY52*{@cMgJn*9P!>M(Z&u+0i!QM4rqDbt3l*wVW-xSDE4_}kMR zSKe&sK^bjxn;vjVSorPQ{l%)wNyox-95kk#&?Fp(-|Zg>XPrHOtm;L7P8AxqEnU}> zd~T4KPD3N4 zqqZQ~ZGO7F8#kCJ+6D?bGhpc+pFB+7RbbWP1iKV$p>FJ|>U_r$YZM*>6b>?$Cf?XN zqR_VzOIQAyH~;lX*KtXm803UCvFNEvhH?|IxU#EQRLI*U2ra4?KKAYDbzaBe4iT(< zWBAvFQ}pC0h|g5nOP3z;xKCCH;RI}7js$++Ln?@3x^n=nyb;eL2r#w8uP5bnJ#mWp z9Y56`xx6lcKgH_vE2nLwK7V)ISFE~(^Z{COV2kDDCNDheSx78}YD zp$Q*0?Bq)KnNoK>JjrHEefPpgChE9uNjVrKY-fU{-0mw83C_D80XRf-OlWMF|4N)u zO2ahF^ePp_b^qGK8dx}oFTc4>jyR*Ani1<9Dh*x8?ahXB9gv8UqI<~|3#=oH28noK z!{93=)-UP2aB*BQXxAU86M3t+>kRIg>?f|Q7VF4T#I}P#9WCG7U3j%PS)XWPU7v5U zYJPr!4mZ;!SVRQ|6SP(!zY(;BEICZ!2+n|a;lNlmsN)m1Kz>uj(5qkW?6CcCA`o{5 z?Odf=fuMG?CbKVvYu6s{Pieuy%SrU6pdgFfgH&tmz5P^j8W9&L3Ta5o)t{`wly@7o z6T@MAbvNjGS8kLMd4wX*N06lS@c~~D)1z1mF+;z$ljGuqv8OOYg`jNp<&o@{MT)r~5mkqg1EbRF{Fce4EJAK-d}?VF4PMI5am zA&3+~eZ^%i*`S?xoxB3zyNo?RUABFp7Mo>~DS>Db0DM{Ju%K-P@nc@M3YaMqRNO@p zA49Tu3yOdmSx@Ldk-*wLcnxyu525t9c@}wEHKgeL>+1u!(41~Z1DlnY{>9+xLvdmG zfcaw@WO#}V$ab@D(783mO|Dxz&G6Srrj?Z&(Ni$VICW5g=J5y}f?mk&Cs8q`QLm|} zXb`)wb%fWWKA`gOkb@H(9PzHRD*j{3$QwZ?sV@epc_Kdd!y9oLO>%c?mIWDwk_)rm z-?+pS2iG{X-a(q^{k2l6*ZfEH(v&OMW%!-(ho>)1W)Jf4BoA4Ws}(SITlHC$lv~mh z=)G!+ika8q$xj;cSESUxf?{l4L)}mRHK1Xu{MVC@2DeT43oy9~*f0pEPol_aYe2Yt z7apgm>f$LiVX%)3&<3QT!lt2!7@|~Ej5#C4ZPR2N9SQXcmmmWvOwp+dI1fH?GzN;0 z0RqX|u|G{+-SI&bQwa}+!_mRk5=k&bSF?y5BdxW(qQZudG9E1FXO0b-kALk@bvf6Ue5SHB?Kicl%EVxht8 zuQWEO+XR;L!q_BxGsD$=<|}JApo>1a4w#1xht*ymVk@GMSP90-E9GR#Z0ejK&i;^B*U;cfx&4b5s&u@;yj0r{x)JPhdJK22Xa zU9NAFX*p*_eB3aN*8Ct&0HkVEi&DoM$W{54gR*K{OJh+XKXv|f&0IfOMI<> z``nCE+|37PJQQ}pgi-#Snh)`L9~A;b_KA|D-e4Ip7S*tk|BSu)uiso2>O2^TJM1I{ zsCEv=uGy&w5$4pqAZQX)PwtSPKXYEEzgiS>o2ClY$f%DrnI`gAZtW6oMI48g^eNf>1afFBS3v=Zva=NR*ld90ps+8E>K9nD80| zCHa%O(cYv1YKdM^m+2=F*>d&kgGQ8QM7*XGD$U8(PS_y%`>F^+cMfa+iL#rI1AY6k zZsfq0GjaY}6rtAG0YU4Ivim!a3xL9DX12RcvxWVp3@TZPy!{hwF?gQ>IiGJb%O3Kx z2GM8aR3Y^f+&(+#K&551IdQ-rt_E)L@2HKA^8(dkqk@B4!=~-V0f_g|8qxr1yR(XB z&0+68)|#JUpfWaZwOl}OLi>vkJ%&x%_17xyGF0tQG(^Hf3Em~(qe%>vw8HZo4sZcu ziqMc2>BewM;k!g>z$>HB#q6e}u`~&J7|5Y@yjsO`0ptY9Dp_W2_IFH5>W>ij?%q=L z^NdBoSUu5M0Fn)*fk)SjEriwUcH=6r@C@Rc%zMAZP~d-NvGDvP(ge z9D&@%t5;@1mxGl;s4wbHJe?Iot?imdo(Msq{1>#q|2l;O3&Tgu8KWk~Lem)H^~ZW6 zFdFTj;c$?n4*LcN=aUL6&<)n3dzf7=Dd6S)s<|_O&2jv?VcM)>bF}U~uZ+^=cC5Z9 zoL9#s4=XQ+KJ)HOIFG~`yECoWYe7@?Xvi%H-$Ji;TsuvIAcPbRkvv5}e2mN9b zhW?;eyzfgH2uwDu)l&f|(v(oA%)eNzH#x%-Tl7|Q)x)47ET-opjpy(4HDH2;A6dqur zGmU9T&^l(h+N!4?v?sgHMih@P9ryMtk8ohz!wx6O zJgWb}X{R)#!&TSj=QpKus%5m|;u<34qf!ecv6=X^{|3AMm-Y6)KS%$h^qVTTFQX*f z`&UDCM?>bqt<<%FVy;fE0jVd+^Lb#zE`T!+I&M`!EKRP+w*x`&Hol*P$**8DfcSd{<-%TGA5k2jYsN?El{$QTuwZ@?jQ3v{>^wR zzLZx|>PFv^D)rh~i!jURK(ipcTIED?IK3Kax-@{gXz-&(_xV{qJWG&id={|D7d=l< z%_2viD1bw*L(X_I(1{Q+(x5;qQ(lQ9gfk)B&Vg$x?lr=^U1S`L4yJ*13(il5%?Co$ z02MhR1c7(tmiWwWxi^0CNx6q0w@A_m z$|a%~!VAOi`Kl9a`|;c)K7?lwT^EA_rcTpCexnEd353EA9Xc&@2-a>GcuxoVuLPi$ z4;!fIslu^D%g#IdL(5Jq-zneSf@i~)1LLL_T4H}wv@?{U)xv(3!H4nz>osMfn{}tx zN>`vE@S@8rkjG!SnqT!>pznA#=}7UCb$U?4s5CgW2QVjP$TO%jYqGy%6wQr6^>^`< zTp}4Mi@d-?kgG)R<^}C}FTruV`VtUB756Jk&>&##pS101k1P3q`U0x74nHMLDqzew zOd8=?JZ``jsf8q~>I5jk$H0-#Lj?zG4I{dcsf#7Xr|97z@ z7Lk;l-I(hSRuH3$2A$uZz&jr{ ztcmIO3s0oz1EJc5rxFw95+pVNwr$CGb z7pR6Z!#%P^P`x7H*by^~riZ*Ak@4;EdJvQpd$Pi9us=JYk;%~Bha4BgQ}<-NgnMIf z2=f3nm9D7PiN*IG;=!X;+}TgZ1zCs&O13zt`$aWkO4Q;J9m4!oI0X$2NRrS<^UOvA zzX?7ZKm%@d70u`Clli6CeeP9_0!1SaG<3zoO8~(3z+}P0Gxcy_#FqPA1P!CGW5<+fBSI(`n?VM2K6n_Sh#6Y{K27Ub+3arxlT! z$}2wISS>c<=4RhqJ?v?(r7Sa4)#UsyK&zJb?*J{Rojjm{0Xkd-5Ql86Yhpgqh*P zoTcM9A>rvZc-}Un$DwTZtqwek^gU=u81VQ%iSe*aU(;1h8uYsN8IR0osN8bUoi*|i z=<)kvxv%JNcrNb;+-=JDgNqbj!m~R@=sON?D>WIS9NUGKsYW3rnuCO&4XUYommL)2 zfIA!aC#6=Sv^|EF_9N|{=AC_9PxRt5)e^^kR)?3%*E7M_~iH3xfp|H8pXktY)T32w9rxv&jIk#8f zSiOIr(jh-yR6XKNkOt$;B03z@K4TCvxL`XNsIbN~8^>!%pNHRFfwPj?8wxE2?u?;UfLm)Qq!hJM+Dql9J0w zFJ3%0P3eI*TSnX#Vv;TNKA*4|Hd09Uy zgHW_f-+%x^989yDA{POvMT&fL^-kfV0h&(6`21WE*hP-;P)(-EV=}~Ndt_|tRSY{x z#Udgb47S5sbHf3A_`fc2A|-M?e;spEo%n^sp+9~GA7(Ttzvma&Z1dp3TXkLCBMj|Y zaQ}xm!xIhpc$=`Tk+~Y=MIvnKBPt4Ut>jQ?CeEo5tY)r;!>@dZYKXu)Qh|a`>p)(x z9D*(J3J8qNa0PfuCSTgqZO^s`Cit2(w92ZBx@$BfDn!}? z?u96kD4pWVhT{g(!#y=c3J(V8@eJz${JRPg5+8hYws&|`ISqzKKQhC1Q{>49(3}#| z4C_f$16EysY6Z8cI`OHBr$`UPghxRxtjORookmid;n)vm*OxvYk31+Nrv(2aGG$E45Q;=SpVNK+kK?)DJonq@&E5yPu71OLeuuTzxxS@G<1#rN zd3fB$RbJs2%_5*&-rYGIzDq~v_6xh;iP^X2?afGQ9A5T_|Gm4Nn(A^saqPO4A0yn{ zis##pdslG;Tk^7ygkLZ2tf=6*+{f^X{z0cKTU#F2pK61B3mV)PdqwiKRYz|XCYj+d z-n1&@O||`ThvixIA3uHj)Ld&(|EBIr@1)P&Z1??-_snZgy>p8WAsiwN9C(FqwOkHx6FWhcA0f>GciuqJRc1IDq5&poQ{Af92tre4ykWgF> zyEQ_9sUhn>KR4p!_HE3xPf%?|rM-ZZ7QpJeYl<@yW|t&+*T-j~4SvjantSCqmC-vl z$EJ!SPYuMCghEoD%{F&xeZhb0|63K}d3mq!fBav7Ma>&?>{o`N3>^-)Gli2+p%vMX zDO*J!Ak(_t!!$J{H_O?dtI}WYu1Ev#7gRdrd*V!?yU8_u*^%c;u_0&}coiMdA`4=S z9~sJDmq3}iHlaNqK{b3wybn;n@i)%O%%MM7_aXMI0MNy*7vB#xHs7}s|>VM!z(dN;K*?ls=lyG`6${tRX zjOCQbZ8|JbOf5ymlkgzPTI=mV<3=-43ob%7B-%ZJ#&)Ke&ClwH1z*#Tn7ZUBqSYuf zh=I19PPC^9y3L*zZD^BW>tz4G4vmp9LJLJKu$WrUlQ@e^O-KluOIjL@VeMioyE!RV zj?|MR-{Z-NZ#z-{?Vhfbe4Q>f|^Y6D2hG53Tu8O4l}_zGPrgaWt4w;|RZE4UF<5lL^r++)Ap zno@aDJJRh|p1;kmGvaa5r2LKLLUy*a;jFh8F;>v>Jit)VfBUG%03}{?xDHO(M&YT%QV40istaW4({F3-HCof_@&vLrxqPWpkuDQOq zGkP>L5nHWoY+{Js^)^b8{yqyDl2>?N{VQv}Df+6M-*0sU|0g(nTG>aiP0L@2oEW?;vau%QX>{&HV z@Jg;#_FtDTvvY7bE_R6k=-)xRwJg8d8k!5PhIqlOdaP z?7Ik;wP*_8(Y@bZxJT^}=ds=i>4w!5wJ;QBhWt7ok@bbyvzrwbU6mPx1bl-&=@9%`Oxu*}sVn9CovJ z%g>^t-oL5^M=4nQzx4@(hG59HWGe=&dR$gPK3_@%|10(3I9v?s&&C?ZmLq?A5-#{3K5dqH)eW=+!}U8n?sPdMZA;M$sA6+n;8sU6Wl~X^%E{`?YKNV{h#t6+=#;6=fldB`R2E1ThyI$}i~Hg8$rT`F)~g zq>z`AMZ!f&8T;q^1Cg$T+O3gR-DvE^!|}1PW+A_S78w_#n)^yYr8%!TGSX)*4}#q& zEHebu6ol}R%y}CFE2MUR%k7K@;g>`2|HyShos*Tt)_;o0Fx1W;{r8`W@A;=ClcQo zcx91xLv1VSH~$-*k+!1Io4Qvl(2Kd5$Yi`Xc4+>6x0g-Yec&%!Z6+4*$+ zgBcl=SYMHpRG}ES1;!JiDU?G3+oV)cWkix7y~V}`Y8Xb2E)!||QM&_zO&gQbc;_i) zw2*WmyLoq8&}4u;?W6Llu3yNhp$&dld$B|$k=bXxY#i+&l-+XX+9UG(nC;3I60cQ6 zA;Dz{woK0Z%Z}T}jm8lJZ*ijO1oW6t+SXYsCA4qWalZKVvtz_3N=1W@Lz?m~tuQ{c zc;9bM0EzG?mZOQB(LoaWX|7F-U+9W|qJTMtsPyBQe}$AZ#1PR+<4ZZ82qEzjWFFrZ zDJVaVMz`$F_85HupJPp*rYA2Bxfz3i2+Lq`MK_GAp5JWlYmL}UP-49I3FC`m&+9LLhY;C>j9iPE6g`(X>~$s+HN4;3R12_gLn zAxz-VG;9wMV*+`W;EnTFGeu(o?zJ@g+p*7Y1Uq}|Gh*oT-&$^7SlvL)ct}v0Xcasv z8a;oNWz2z_5*pF)@UrIoweb7Pfx-mcZ`4rUkFafqKSlVsnUKk|xD5)qfsViKhhKPL zF>W!t_q^9EbKlhFqZD7FP5L;X2KxA~v`iJl_QU$_&H~PLJD)K?BuirRQEI4h;R`m* z%Wgwi^9FJ@B;Jpj0+n8-*IL*uG}#Qw@&c+VxZ zk1vX5QL|Ouop}UN)U3zZOl*-C9w-ygHH2pZu$UccaacJyN(g0+BUoFqM{UD(aM)ua zM2Q|mW%Td$Q;t&;=$Q$LyntgAUdy) zp&Hc8BGoz&JKw&`<-Y&Mj)aTFHwi-*;j!Ox%C;EX^*BB)=QpfAB;56=EUVECi`s&` zuozWKv0x5FF^*cQ+|)9+-?#Byf9hw0uSB5Rv@VLK_z6pr(cildpzo3{Xqn4w= zV2joSH6qnNAc|n%=@NeG-@KZkHOAm{0{Rphx7}C9c3SLFRe>J(u!zfzFIt*>mI9m3 zOJB1PmCb%3rhlHfc`Twep|7bDBKXy8tBSLWLuXc%QFwkMfW9U0%nYeT)gd0hbF^x~ zTXG^Pz7CoX%g_`Utx#WRrp{bwab(nB&X%v?^jG+s2mO6TTolc;$eNAMe`JRX(U>Uv zz9PL}#J`%;qqr6Qs43GSeWcE`;qa!uX;Ztd!S=!S? zzOM##k6*W!vmY6#!si%3Lzs)3t7hS9FCd4+@DP(Z-M;-k7^ZnrPV<&nLdJ&MqWG-< zwwNY1(npVtFc0?`J!k)`=|zjfS)uYtx&&1Guwn6oO8_zVxnyxQ)Rr~|JQs5mIdjXSR-YzBt+52x7!oMpFvnEPh(4Tho5B08Qt^pwjwb+ zAh|DtChy*>mpL5XS-hR=JXuSFMvMr-k--04oQ}Y_aSe+G=kBI}!=<3pcjA0H$k^C1 zvxSX|XVDA>5V;2baJ;!s55-`>p_F=9lt z(0Et0P-P!Dc1+DIM2fO*OLWohQaOw@G?cJ(m>QxvZR%9{lA8K0eDLAfnY}M0C->2a zhK&rdOB}Fk(nQ9D2oqbCDq-1tAT(4Fe}>u1mk(A@xO2kzgr-?E?-Kd|7f?LKLh$I5 zuDDTkgsc*RnVp|cVfl%oe#zyI7WJ(H9zA+gp0REq=YVCbpHJ+oQU3VxRlMe=Ct?%Y zdz4BSVaf-(*qRg4iW}EId-}Apwl)Y0P<3{G0X5PWD!cp}H#%yCb;6lzXHJf>wN?+9 zs9iu)6XQ!Yh7Rq*>Cac|{`~&EA8T&6!#|)d`{7*h)T6I@oI{dPf>VyBne$sM7Z(@X zdGjWoeGo<4>*w#kEhA$rmO-t;rnTL=b*t*Q4V`Je#P@S1)}N=V$eJsF%Ny`%I?G8# zG92~XrY&10CCDsj`gx(OS#vO#0O7yy^4mv&0dOd99SV9NxJ|E5EU5vcx`=$r2ZL2j! zmpP}teqYGCeRXve_z4rdJb!kU*ru)chnbOGdiClxsCy@fA{la_Vn3HRUi(YFQPJ$- zvVb=vii(Qk_dFW8FCcZu-185&{OKK>%JsCYO2CGAAt$mrbn27`K3Mtc)pkspDya)1 z#;jJyuwe~WcL>*e@Lf}!oi%)K-kV5NFyRVb*4B2Ge5tG3mX&41v)c|~RHx?9kbbMU zc(>`Ps}$e|_V4dgA?8JjbIzCM(riv%wQ3j#09v1PeY17ZB28BQWHqaC z2iC`{&(8`9+G4g5?R3S^2p8YB8#Zj1YHqH$uj%Jcv;~+3OTzjkf8S!nqTUq{(CJ!X zVZfhopB!r5NwL;>6%}?tnOh$FJjv16ye;PPb&ojTn{Mq)OiVoK4VOJQgZOKiFN>!uIPuOA}878J3JBmsaL327{hB zq(m?1A}ebGZKfR7|MQe(%LZ{@{gjj{BV1}rUbj(-4_E(pAv?}OL`{=It&0;e%5tu0NKZPpgONhT&KSY=BlfL7~bcA>AY zpL^|Eo21OIotOk8UFtY~wT@%9D&&10u66DV>mpV65;i#Ll1DZ5cdOT14(cwV35#?% z9OWptN1eB19k1zDDpomyNtvIYorfA5w`_Dtq*D9R(6D=2%=S6)yH1?w?biY6x$t3# znicEh?7ZCv&wh}F0@@)N>qm*1>#DkP#N8d*)e}K5E+?wkSJlyU=NA;jm}dBfAC8S3 zjQLkGT<354U9ngA>>g^-Jf_fT9^mEb0iS zeD&LD`SOko30kyxan$M4Qq34b8U7r^>7ku67}{oX>Ru(i)Fuk&;Y*8E(aW|)SutV7 z3T>>;wHq8A9uFTdpdDtI9Xfa3$tdrN1^MNZS!NwyA0cXX00o4(W)j7F12!t`jrh&EJKAQ-Ly#`Usyj1>@KkJ+Xx%fVApDJ zzdsNeImBSj+NBBj1>CKvcRr}R@!*F&?dP_HPH8JXP1l%}o*WWtPaT&}QDixPeh}@X zY;T|6y4pjBD)jEXkI_`{`)W9-Na6y1jbVK(S+c}=y){c}e`shw({AbM=_lbRx~GP@ z6z1i%QVBMFdT(~Dn8Q8+=YjP2p+0-?Gs2U}?{piNEm`XLMEiz?^#CI9WA{uvbx*`{ zQ&ZD)T$Y1-wc#gf%95ra>#BV7W+yTVXW+$G^V?Z(s6^lpjLxVhIAa0Pz7Bl8--r?2 zK#derJ`hK#)Q&QTV9v@(jZc@d@7&zntaffjGGZBD>fC=)V_qL)YqNOuxTb#jktbVxqTx9by)_cz|jJSv}ECvqUKB6a!j&;r2 zwcG6y3xPkRD-*)AK91Ja-4+?yOHzq7my`p`P74=qBRHJIj!obDw>|}7!LG}mGCD1H zE@xz1y?a-lr)@HMa@)>bx-fxg8w*SK=8RRVu@$j$a2QrGZR~DFIAC)=;6o_C?P_sx zS1cDg$jKEkJ9s$D;o7xpPQ=ON3m4+*)HKZ|xx4F$jPat196S?$Tmr5Ta?Pn?jGm6cub>~atEKE9_;^`qVKr4f&&%#vui#Z<31*tu(0 zUkv<@>L3tm!zfhuW89DoA=mxW0Zp@7bDkbmsHL@ao0B89wViNVav*6j8=c%eIl5-C z@rmILFDj4s*?PWtMLsp#58E!G4oN=C@-<(~lZo5iFkU|(=Hy9VW4s>$h*;UPC)**HMa5@_Z&Ieow{2C(3frnugkW5}TE0!ozz$bWQ!4 z__q0k>8Xhh4(brfT~DrUleK40dj_d;=2l*F;6PmOlu0Z-PJLPQ)u*@q8VT=g^3OX+s;7A*w4`vQd?#qqjm;_7w0x#)-sw)Ej6<%Ii%V-_zgQ6i z2ezjOk;GMKa%~jErCJG}-oNiaL{RXd3}VN2lkFgXpxkugL>b?k5p8|3W0@MV6W>qw zy_y;%?yH0VE+o;$b*FAa(U*CVMq^rL12mMGny`(3|Yn?1*y~V%U9Iqi9PE4ZN&z-7-Fto^=tLNJXtAu5 zu{z@*f)c=f5lwnB8be*LX?v3>e?uJ4iovH{IQ(u7Yg(lCFP8OiX`9Rt2)0qY+aqdy#Dfcrui=@vY0Ys_A=4p687Y z*fyaflvp3rc^j7b#+IyMn`kRbRfN~_vZ}Wc%gWBHk)lNPvnT6X}U+vq4eSHwG_==Q&o8SJE%k$X6VlR z_XFqX_$FCcbnV`$t*ERoRM09F7Z*GC*WbK#@7}!x423Z&Z_`qVOXcbA{Wuxi<>c2N zojZ0^a9^@&RacGe7H8x2o~0)wbf(NwU_wC`41kGI$%Se2{#a!_uYh?=Cf7mERH9j( z09c)Z4UmXpbn@z)Dc&yn+UIzsiYf;{FZ(=r{pMuxdJEnwj#$E?x zA7QVNjMu!o{ZH+ae`j9W!y~{)YENQfqVlnGmV+uQD}A|E{~lxBM(QCfH(}~waG2#k zEVRJ#jdRvoq7@>G6>vN%nQJ7MsN?lB ziE3v*GkHz3ZSCz}13`;Mra;Z8b?erI4M+|}EYvft*BPZy*>SF>4QB~+*&l(lX->3B z%7&YUGc!fBf1;EnV{V@mHGvwOd2}7-RfLGzs6T)*@N0ksGgOTl`AP|D(dA35_qLi&+jIliX4p&m zxt{<^!_NGaH}=x98K$&5C1IKfgxAPGO4yNwuXL2SJlhnqg+fS<|-UnKjsk@rIo_+^3Iw zA`$f7zpEY9$JVtm^tT1v(Y|CilqlF7Z~G*9VQb%;iIVqrWGw$HI}Alc%O_m z?I3_A&==gfX1ls-VY5Ap>0p~aQ$?CZS>7dW_ffy%**F6D2oN`+ejYqmS1>}YVZ#PQ z$Hip!)V7@vqIr+l=jV4WJw1ZdT8$7x$^7L_^DoaYdjx{;TBro0!01o!cMoLgJ$fPG zwt1OW^0W8SV-{2F5*td?hBrvbqTEn0)LvK?Jc>l@>lud)lLL>C_`h#ZS zVJXH^sx&p6Tg;X>Dk^gfqR4x*+U{6p(C^oGT~n=XZKonRRy!OKaTj>s%`k`D!GSd( zb7KVst68(U@vGr)m74mmUdo~1)0TtYgStzlqnvUjAhVYi=C{)tG)Vr|jwclrv*_2J zWvtud=f?<#iAqXJqnH!H@>CKxN}Zu#Gi>2!a6Q5feTH=O=+WK(`NyoioO<^Y=2Fp_ zYiVnHzW?F*)TQXSV*(fcG2@z@w|91V17!S6zHgD6n>n7liPdL*;dqA*m#D@BrjwAE zc#p~tLVe)%n>X`lHY#gs0$~<=kK0h2i>i^XzVEC--5C&}K(XLMkrSQnO!MIzx4aG8 zTknkO^^J4iwz~LLYddL`>l7a<*zdUcVGy_}h)XPvB-PEHc~AD*+B zwzJhAFN$|^QS|fuc8R-Z#a_d!_u9c;zgouK1!e1_krGUg8I7!(xg;j z9NDmaQJ%kTSJn@HMC$wyluD$05iE+3Kh?I83_E%+OE_pxBF=}h6UqAMcrO)rvPUjz zw_Y?g>-5`vEx<5r!QLU@sbrN`oQ!3gGQ=pC9H9Upfq~=64L04G(x1^kz?NcAXnDfH+}g29~r-DC^5y&YooCOU{pp$I;J8%VJvy#Aq(n!qd6itVy~9|W_|iwy zPCw7~>cwg*!eyP*BB!jP;!IIzo9fy_Oswaq>8F&2f~QYaLC2?pT;SQW(ABk*#`cRB zN3y{W0G1NW(yv@Og|(zWCq(^g^W5rbAR&CnJ2J8xe)Wr|5s*(ny}dk&!-Ynngztb@bQgQee3yCjmJs35is zNZEkxIQFXJM?8X(XF>?(mAVMS6=O6swhKOH+RT{)HKM7Lpo4^W(me{yY4DeqBbM~Z5yB`E0~1sZ z!v_zvyRuKA18M5)b#e)L-=#?3$bF}~ffVf?rKFM3X4^8vI6p?s1` zZQM0O&o+_Uf(ff;r|ww-EpTXWqg1MQrp5~r{LTCKQ(aT-rU&-dU?xozn!0`tBMyp9f%2A=L^CfX5c2LojW`>{ zkL)<+MqDk*-h9VjtMJ1>3#XK-?Y#yx7%s?Iy9+1z8@ai@SS*;Zkxu~tSkV)TQAtwk z9*)%X49<~qi_-5!pVZeaZEg(R*TQ8|ATi^uqeAI;pWlyHCfWbHSA5a!+d&Uq_2|B= z=u6+DVd#-GL|a>v_sAyX$e5-&J|*KfZ`m@7)fap6q_3YJq2wGuMD))b&#q4|E|n7% zD!R+&z8z^kvvD>ZJ)ri9K-&jNR|EJA*KoV>pmlNg2x|Y!m7U&svwL zQdh@ct!}Eisk-UN9@o(~;7I1217 zBr0lQ@GcMa$=*6eBVBxk8cqy1>Ph`0x*iJ6;Y@xIr~rLX#K@&xamr=Gj*-~ZdlM=J zS%bXCzI&5r^7!rGxKLFEIn^ySvyBqwbSV3G6HUTqM&ig2$_kJc)FHizzI3TOmAjxX zeB-u%YG`PjMibPquyK| zA~&ul_*LJrWB*}uiYQ50{_6GXg>aDGpTUqPLAD^d-ARu~r2B%X;3W#?TzG}b4<9-K zjzRX4VH_Vm7&K(a4uAiSB=y};(4ek8k$Z44*Go#KfYt_krTqKv9!LVLQDh7=O;s#C z&NFj<8}+^I@Cn{e%gTDf)m*=ReFBlGuUR*?cQUhx1zf^7vwid5*$+EE->c3yeC(sK zkMtiojGkW;YP53gGb^(YFxl4VKU;xuaS{2nNOxiDCGz#lY_xjt41qJHcPcJhC(X0T z@*e6^o3umGwl<@3x4+S9>fQ3p%_GI!FUF(h0l=vQpDA<$fCr8o=9nGC&NIF=sOr?5 zM&}YGg_kJK1w{wyK0s-)V9vH}lOa^Mk?3`jHQuz%LMkqRW5@zkqe!4W)V5C(l=(FT zJkkVoy7Fv;_RkyRL6D$-_8{k?24!93It8z$d}9vFtYoE%rq{FC%VJptO+eB z%+e0{Ek5oSxcTJTwmEb{FFA`Ni8HtdTL9EI5sXRFXZ(0|=vUip&#}I7Z;B|p+&LkV z;`-sUN1lI&0RsjI0u|hD*6Xn>a^UE^hYvYUbff6Nl*@)HMRxu7>J^qh=(BH$5%m@& zzks$&r#Z;vG8VQD&Zy7e!5vxJ8aGOmx9Zk)&~A8Yy*h$X>FU2OLxs5jR!yBYEe{$q zW1;iRAj7<*U*C-zorew`+C^+`isU-fL`_k%=g#|s>2@bLc2UXDo0eZ%u83A&7TH53 zO}L<$*L;6(wR7jrKEO4CIs`F7*e(|{%O4A_9&nP^_&HrB!lpb!*6jF`sFBQEF%Hcu z14PpF*j`$uAUZjO&FPmf=lz!qL!ZGWn^uG26YKULKHTx7tBN(nm5c<(d5PAP8`RqE z0h>+1wV=ND06z&zQDBi|fZjFA*B_kaqH8>x7e2`Q*)F$teoA3Vq4HJ(fEbq9HllUk zVZ*vo2v}-`r53AkR^TeV#ND)&_PRSvK9%VfI!q{uD_3%nyS(OQt9f>I0h3Zd20WB9 z)s4MHJ_W3bwjJ8DaLLR-ReJ!O^)w_!4)gYx%9SNKo`tF>S&&BPBO^#E)ih&bI9-UQ znLrb0qGR&%CV|tOL3pyC4x9;2JN&ffPMaNHDyGd*GAS}QZ#%a(1%QU^@8jb`eq~(d z$EO*gq?7l&WVVeawMZ0S72xl$u&d?mAM(g3MzdLI&uR8yj`tR1tnb+YQYp0A6qIZ- zn>TF&XH|$Tbp>H~V&Y=uus{0zw`hyAufM&WotH94u}H)1thp@OaAh?X5VZ(*61K=j`?}lh5}ZpweNH=-NxX2Lc5T=6Qj_ zv_`wyb=RbA6hJ1(Kne@nQNBn?t@1Fz7)S;F;2?>HwsvRYZayoej{cypzP>UP0;v0! zFJC4&IrSkHD0J`MhJorJsfc@A_+rtYoCgX#wf|rAKx}MxIv}A}0Vb!LUIywW7HULf zB$9bmkVptvUs`L*BGgNrPk#MW2MbiN-feUDE`N#_y#4xh?dh{;`>_RJcbwx!zwr0| zs!ym_cA1IuY+ICY?OD?-^s20JK`C3dpOwE*RR|tTwb4V*M18d0t7w?&OBcI-~F*g z;H;P=S7r6$9(RjG^>VkrZo?=fF?q;x$dLjtp%0BJt62yILUf|8L@3b)e1_K#FhqK| zN*F?s)|w@VIHh0z{%z@1$;WzWCk`EIClPNIiX;W35l~%hL}DTQRXdEj{1~KE36c;! z`Yzyjl(p96S^4l`Qfs$eqyMoPvi6VD_7)U7egOg7Ayol^2-tVCy|!XYAWtR2SNrbR zksoT9kkC~WP(ixv`VIQq3Y1-HcfJ1f3BZS$zf-knsed*$z69E*>QLO3(xr1}xD+s~DuHJQVk$-y2C^du3<3pmj_Jo52Aw|1suc))id<<;_Zx3C3wJcX|8R&6 zw}~y^a(8R_gSrvdD)Q$jFZ%lc5B>K8bXmPx4m?6EL5UMBwPabvrNP*E1|Uo60~8#j z(XngSLU#3mkdW=PZt@BoOWH?;;sgdnUn#Y;ln4KHdngw|9kI>tf+KR{9fs%4dOM8T9q9ag+uc43H1bJJq>>x7l zXp$@#TRTg=n46CtDTx!Ki66^SD~_NkwCdFGwes&1Ro*&UGi1od5#pil7vi_t$BHpA zF`z<-&T`opcd3POcvhia@=W*$2yOM|*TNzBDdD{cisF?#Kuse)oghF*7B%Hthb~=! z0iKvR#y_Z*e0eyep=!;4-^7Cdx`|o$&_vbL8@3HJ^7yai=rXhGz+~ksk9-Rx5*cMP z=|pRnpsc%ZoXftpC~vhB0f*mpT;0Oy@5A`}pOh^#>M}R_{$GDF(l8z>YC z1NFim@)XMIWC~@a>bhU>8|&`9%=q7Go6}Uqb@*~wr+*(mufKjl&4xnRqD%g*h>?so zrcm}#sDGSNyzzXn#ZgnKW^w7~l(5Gpz6U2>u9Fq^yFbR|ZyY6T#JpKmEl{P(I!`u+ z-6SYT!RM;Mvmoki1LL4einKGCm0WA?$=gugtTIc5c+w=UzfZloFrJq665nH zMZ)qcXq~Qg+9mqGdG5z~;H&6VpmfgP-%?)eTdn%{x7V-zpYQ(FWALIrG9u!GnII=0 zUrL1ZWfPOQ`Go}mm+2ogo-Q5p4^Q^<1(%CBjbEb%SStjU8{WNlFTi$}^0`O9z2r0a zcvwInJwkc~rQP$_D=R1-!SD6?{A||;3EM>RXy?UHeGdBB9%1J>c<`KIs&HFUfR5Wt zR6)UkPiy-|*2Mqy*IygfuRoIP9j<8FVhwjC0T4?f?Dv)0`@a)gS#h)gG^-WO4sohk1L}cBte0 z+AXY#g>DOqiJHRr>U+pr@Pw_ayW8a514fg|h(Gi4@;dwaVxwe&$#3l4jlI0RRWdDF z6tk@jva_>eufBU=^7YkS!%xq2tERrcdl)3{oN@ZhnXbORBfPx4>1GY`rge$weYtui zn=$xj&z?0NY0b}BTAb?|7@%Xo=&o~+gNX zq@!qIVNuZ2d~Ko4Z7yNBaLLW@h(gpC=OYQ4+45aw0V?-4?}=|rnmQbk|FbSZBRa#p z>0?RBc?@69Kw|EWJ$n-3@IcKZ2_$v`l; zCR%Q9u%1Syg`ba)4>SL@OA*Z0*4AlP{#sd+sHHJHJRBz<`QZJdUEz-&ZOUEn-Yc2- z>w$AIxFgm!HVO?X1~vK44(#mg4ddk>K79EUcwDK_&2?sa`a@HbhJZ=+mor<$BU*AD zq-jxdVTmR+aa5XelD7FoXp(lmNL$WW_xG>i=eZ?UjTR)j?)cius#+B-7tml<%cSG- zvc6tbz@k|-QaV66Qp#`q)A0(`?k}|o8aOXeM`!1x;~AV9BQJU zzPkaF$)KQa9mV5--WtprVz2xB*I@}EDwP@}>X3-3 zAFEsJ+4te;0jH@J2Rr;T#S{`sGwHa?={j z{DXsoBV8*as1Llnluw@Y`2F|a$qFbB7Ba;z8&eD(N-T^k(48daf1H^ZZqYdCLv@`U zzg!ciL{0>Al9Pu=cK!PG8#Zswa9l77b5$0#AN;avi`Wa<5RoJJo6jLRWkbWL`T2Q% z$5H)>!3Kq)rp!7FP#kU;$Du>#%lx@He`wFwgo-=c4mS%M7#eaMJ$h-6i0!2-S6;{z z;=Y^CO%63?S%v%a>LeZtbCIXnj&@Sd{_)2L%-(_8gw!0By0P&pIZg=)?SYGjI-MRlGTf4DHBI=+VCgEy3J8o>=m_|*|$gFi9 z$&be9%2n3XD3U*4z50sWi_amVWep8#C0=`~y!MDzXP9f;y?ghFn3!f?U!Qu~wWnD8 z3Ek(5JsHLlMA_K>sEU%QdUJOp_te1(oxLTWMt&_0&~~EY7Qc3y9E|<(a{j3y9Cc`QeM5?uQiY{N^CZAIM`KiLCbm7IxCQFusKBd>HW1d=ld$UG*?(RmW zM<}A?mpA5yGP#HHohJA$9`yOSFxA%d$Zm2_jXr{EX!h*lLA};IN9Ccwz`%1opF zoMLBVdpnJ*;T|$JHa>?E!?0z`mTr4=(J3&iPSB{kZf7U3INjlWTB{>Y ziOw}O*2s&q>G<f@uAEqCnLvAa$!rb);4 z?JGLrG#(QvE+kaf+mgF{1%bzn)EiS%Qy=%&&{P z_~@gN!ll-uffvuAj13mJp<8!V9655tzQ;&cF+sg%-TL*VQ&||dH^s#Xjp#atxEsZF zb#>k1@hVB7x`M$Bl9H12fluY-0wVT<*YH<*;r6rnymeTuf)}lunJ7G%vL99 znIQhJsTC5YH5D~AN?*Tz<=b?|vTz}z`~+4-M#I=O)J4?!%0#W)4LP4&64cYBWMySZ zsZw&jem(h|*KXsgrIG43loj#GdcCu8BR{?s(-eElo9;2NMBzqi9ysq+?Y=m+SK7IC zP8cP?k5lDy<#1vVKAB7_U~4>+=#FPTtL_6z4lTF%XUB2Q=~GQk`mox&XIY z${(2D)tGH|-`}ps)yR@gheak}+j}Y4=A-YCaC8m>BO|&_p<9rcV~WJmybY?#wIA(& zkz4L?i&`Y{gW_?XvvCHiN~HSI3K1ZBb?Y zwJgof$j;H2X;vs1iw3%`o(V^SnYhL4GauQW@ho^l_>voyMbDh=B%G~dxi3q9&{{l_q%5M7Zw(>^?6G! zX5H*xK{>2O7)bk6L?p}~e!I}F){oSa+K9Ol(snI<3g`TEce1c&MpC1y;;0XWxaM!KSN&?3;x zo5U?fTIWM%$8zh|ls4V#b)uVJ)zcF&__%|hnb)sh3zm!}PBi*mu8UKB{R-VD3P8fq z(UCE3DZN9R({f9?X;*ppEw8S-?m}_aT_5`^BOlhrtA(R`HLg~ztZ@{

      }z`Jiphq z+Qd%x@(z9@FIMrm@o`&#B8~1cOr5bk1C29R1%oGMdcsVB-5Qg1Z@>56%S#;{9j$Et z>$ZUNq?sR&)~u%q56`=wi#sO@G&y-sezx@Hp-^`3^4_|Va{cz`9QzkwP;`z|mQ7mO z)@O}AKYyB;nW^Lq1eIpqBp4YPY21`y&MfYf<~INHyxmY^P0H^_Mwpt9>AeRKsvB03 zmGx>lfA4{YHg~jaNQ!fF>!G2AkXg%4rr{KWGAa3ju>hC^#lrc~huY3V0tD7d`*XcEJL#UA z`*eoP5Fb_l?1Nq7K7=?}=~TycrA~0HjB^ zFAtN{@i{0XudM7Zu{fWJV)!|RJ(6zCDRtH9gRUENQw_^4 zj2CL?DgnMr9d?AQc(aOk;$YqqvxnRKPU-6E@@*;}7Fd`aND^_I&pLhjG}lZ0R_9#w z>flB2t;;Shc^3~V6xh6oa2YEXqUldn^$}2xYt_b?R5qrY+Wq`~wro-3tigx`D+(E) zjRFdJmqf<3ucv7iHwqM!w6#zjY6!FjWf?$M%iL{aZB2_{QFra_?6f`8!x&I#qvJL= zBt)HT)5BEQL-^S{F3SUhe{Mg7c_{5a`H+d%X!m5=k zF*1%Un(hEIf+e4y3y1S)<@C8+>CtfWzo^|0k;UQMk!4EQ zl9T@G)vM~)dgoC_WdTF0dcTH0)GU5=_Mz=~?`3-3UQzq_O~se=^&=wl0r2Cr^K<-p zv`p4pEpZ$>_I1>Oi=F+Q#WN@1TCDblGG;fRmVpGAC%R#g8^Y@RM7^tJ0H)SYu zYD>LZeDY)~nvTq$fBuOX*?;V9tU`1@TK@(t3CzLo9UbPM_hQMrxVTimI=hh!ABd3> z@HrupjyG=fc6dwHqVC4vgRTwMzxE%K3gAfqIEb@sD=?``44IuAqN8c_k}CnPh-oJ(fqVwz z0LL1`-!M1QFb}zP3N#561^rd(WmeC$NC2I}rOBa>5WZ8ewCGGKaL4<{spDvzwLsA| zu?mM;+?N(i8d4&`efI%q?h&=Wm}@^I4T`6`tb9UUDcWSKZUeFHcn22B)yke?cEvFizO*r~cCKGhr^5y56R+^hy# z@)WEE^r9x+wC;4i;;zV@6WAaSml6ubZ%*J;c<|FDRXFOs3+>Q6+W98Bux-YO0PR}EzG_jtB|zR#3C9t9cfH2>upGl{&nlt zE4~~`AE7eDftpX@z#*TIAD$qxYR8|@_Dd+jkz zGp+j^qZmv3*4=IB%cIpu&h=;5(tODUS=o&K;E)h=e$(1dG2tYI#I)&Nz+xCMOkM`FkS>CvD<2MZUIe?f) zAXUt!weiOiHM6h&=Bc|Iwf`BvG3_hhPB=sfPuz3DMZ%>6c;18RUOhgXRJdqjJ5XEx zV`?h%)7>}CB^#M|ev^}!iMR{_qqw1=0jH=u){G(j_U)T;Pjj!c>X&)mLD!i9RiN*A zyQE(!l=J$0j|N=$w?Mcx@2`$k@K-XUD<^RDS$k|7gB;O2l-Z_?VpuSjkJ9sjlpe~w zo*%D{_JMPcE}5B`6$EFmTCy!%m<%QW15|Xo_6mxHMtl)8zolznUvZbiJqZ*AEcdq+ zF5(Vg`pzn1d!eA9fL&`d#FaY~9P$DUO2td88_i5q!LW0WneE0l64h`~awQj}Z0dst z59AdUtL^62tX(^RDU%xWm5p>BDWMtmd)H}`gMWsrt-mE*Er;fi-ejwiM1>)7|)3H<7Vrabb?}*I#vKTz4#qtyVp3 z4~dT!0ln`q7gzip`fDhI15fO}h26{c)VRC+Z?eJ)y~Xc{%DKh;i=#&d6e_#wuaDU( z+zs-Yl6IaAv<-AWPREMauweskp~c2e=`6*XxmJ#a-rvJYG%MFEUnYgJW-2yAt7b^jsAO-~xt0A(v&6dOA4$cM1y=v|SMsXrflEmd z(nW=>_8M{AkxeH(mGk zy@jEzWo8A7S3h8S$Dl{L57_NK1$u;Qj{58NT2ts{Gn2;yFJ>mk-GVSeST&?kzh5B0 z*kJ9d6_Ddo-g#3tZsr7cGY&MiPU_;>!s|_@*}F#%r9_`8n{mDcw7bdag@UZkm84KP zdOCFeO(@z(U(wA~nDT=OT=Yw$bjP>%f9-E8ER0i(wSLG+2GPTP?Mki_Vq18(IL7%jU;SX9&$@L#zk!>r*IKv@hV7$W+DK=WHPpNNc(ZgLIj zDDgJ!{O~kREj0>lsdHo`3FmE$a-zKO$uJfA$B@@C{SR9~vZX_y?W*8Z*r*Vn{2R7LSgPE22v7 z*t?gvuitqRvhraNW~^R<#01UipIC~6q;1%;B>;jW2#Hdrg%&!v&Bu=)IjSef?JOF) z&!}2teh|VSs(20oG%Hs9(o0MSbPqP;=^x)_(J>hr84c2Pl+jFaab#pHT5G8$VwWUiA;QtSrEoHdU2gf)Vu# z4NW}zaOV+zenlev?l!GY*1f4W+?Xznv-JKPCYeMyF+QxZ(7lkXK!P-(r-CBCE+634 z$hZjBPyozHsEq5vM4c0$LYifp1OYlw+Btgd;X=u~xw$=f_)q~vWd}2}iLmms{EEuT zN}}X|XPOpytPp{~MzAFoabFp4VKsnXBH`_j`&Gb*-$ zBTU~{XqO-B>Qr#`L3{=epn*hHNX&iWVMz4)n!bE=inNDP{rQ6o#a~{Wx^25S z@0dSPt3j4tSACA%z&K0|;vS%%gqht+;?~GGeB=lf;4L+cxLm|k05-&|&}cW^!YZcf zsjIp&9zqCXT(=mZ8r$W>UINOgH9`Z6!S9LeJk*%30N;WA0t?{kT^0 zm7Bn{FUXNV5}f*DqlrD1pqBbRt_>`jotjiI8>e)GU5mj8ue)ORdF@`87tpnc5SP3@ zi7gg)Ji>X z@q>N+af!hRwtbZV#i2?~9xGOLLKcL7#I2t8!Guv2b5RL0ApC-g{^yvt;|>!KATlcIBTOP4_l0z}zJj^oIcFxtNA@GF+|>RrFK@SW09e6A z_=0&=Lli%~NmkBy=ud1%V5dIgOh;SehDy>HS8gUq$A{$D_R((LzHR<_{iaQ68|sL) z3fu1pgya)G|2 zEEV16^iiRiZVUpU`j3p=%0PuAV$V#0@+s%1WcZ4P9-Uuzvq{y~HVwnWxOMA`y>8Q| zfb=u^IyySSiE#`N-j?+I`EI3H`LmTvYa~jb64~yl^W?5eVLIG$Kkr2ktSTu{OMs5IRTcl--v z5x6*#j3&)6Juc9om~@<;m>L_ag1Tzf2n8a|VMIGv>6Bv_O~p5vor~*YWer2$P^oFf zfJ(DPME7@MT!Gc~-P`My#qKS>-1)+Rf-KI!DI?1gO+U?kNPW%f)x9AOtxuuq!GXKN zXbp=R{pE4lm@3h(2Z3!_BdTc8_(J)7Y4pm=bgfwZZX|h#v_FRSoY@fM-X57*X&6nf!A?T_@Fu zdqt`?l={w|o@mqsDd;Igpe7!q-5#(UVxfZk1M$8D$;5J`;th2e?ZA-*HB@0z%Ya>D zA(rHHc!`dK)tQ1Yk4{e3vRLL>6;CZX!FM|Xf=&E8ql(aUGhd=_1k2fT@wkVqefsq2 zEQU4BtbtDnLRE-}oxC515-|=T6%hxJNLP>zEu_TBAYP)aOK$(cW2nj1w{4JPIEQFs zED6CE4-)Nyftmk{G;e-HR@Mo-kyb4^@d;n0La-ZCkW)zEKA46P(5|U85=H>#GKLa` zLU0LH8+sulyk5{e%~ii_N@kA6>l$+%l3s;}Py8&|J3vn=pn+VQRL8s|X3@kD3JFF$ zf`CfYaDpwc$kW{xoMb{oYKGr`C!+Z|Z`K4byFUOcXb~@7yjZy^o+J?fKrxj585S*Z zTO_7Wu2`{xsAr_LVK!EEhcebhb%SXUzZg&=^4YWBw6dDcb1Wsa#Az%5_!WfGs zihIsT!5oD24dyL5N}z41pepdS$>rU@fB$zK7BXbbn=hVoD--u%NrT`IYyJYXbgi4t z+q9B&oSbsB)fOI9@;x*<@FV!Ix^k7`U$)GZSg>xMXJMQ)`i;{3nMlk($KIC}rWd+= z936S~MoQ8rF?GF>fYIRYHEY)R+5Q_b+Oy<2*8}f;w?AxlPX<=QiL9V-SV8;qmT61- z!2?CN&K%gi`~$^h!+vsZ&>ESE*7z^}F35(;MA<S#RSUr^Z% z_yT>OKi7;|#N-DS4+4sh$9!t(?7yCSEV!JAR~eRV+Le(zJ`&UT<(aim>|`*@Is2^1 znePDW++7QYaAGLb((c&6RcZi@*IS;|q%qm}^)QcU5D*Alg3wW9iXNB(p-`Ae0v3st+}1D?n?GAy&Iqu03PffbcEa zx^3%t$$7U=p7B_7ucyD8L&zbM##5YVX24W-0u>^U@TC_o_K`XQKk;>6szKRKc-Tp* z+9PeBjy|ICkTyfP^ap5!Z?doN4kQq?a21uXeug|%XdvE)0K*!hTp>`IG-V_}HSGNM z?Pcz8jx;Puf~aj7cJ125eBAI6LM>qZ4q%JtiIEPX@z6z_KsV5Qw61;l8|GOo#70Pa zArW-%QE&>P>*Ho28|9w_$X|8>843A6{A{p69UD`? z*qF5z!=6Nbs|)~`#A`G%6GNScg>%Q=A^im?2pUis?ky1qtquKs;IU9^a=!y?eXyR3 zjGW58aMz$dB|Urg%q7VNgG2lwm{^=>0eS++Ps_@=MY|6-}G92I!a<-kkS{-xw0peUJr_fYY0Igzi&uNLCrWgSg0B-IDNSPa5U1!AI zrvIxr$>C~N)J|ifppy=X5*>%Il?ZH8gpQ)27OIp5@YW^k7PC=FH%E0Nz8)N8e5BfA zMkc0ccyPol=L=pMS&IHm#5M-tT@kY1#88t8DmgUXYTqLY#5^MwxS$?P30W+s0DQqP zJ%HJQd7|MJ9Ti116=40E+gl`J@TsO)Kg>8DDD^K4%=!Y_|6Qaq3~v51Xh$u;0Z8iy zU?Ed`2+{~5U+FpTVSUDcjKKUS`J(C^J5zF3oWB2g2<}M9KmoKx6zA=%42p2m^bp18EBZQhIyJUT8m=BxNY0j z8pGc_u~H}AvshjOATnu8i!FC_o*euN{7&cu-5yg)+QYBSv^D1K+dpvg<*-(t+D?e~ zHf1IWS~SNvj&&1$QMX4ACKMsZtnTwxunn5y@-btWg{_Hv7lENC;sYFwD$b<5SEO-I zwYeA8s1ntJje%9HzH%oB8QL)@pEN|@*Bfd^Pe(!`HGvSKthX@YzElO?m}cE2MSpR) z0$g`Fwgqh?W3>yCV#}}&tW0%{YE!1A3T`DyBw-$uH8nNGb)$}vwz6?2S8^K2`X@uy z3zaCO0;aWG(no`gklw=0s)b)A;J)Z0J$L`t1H_04wjwvGnH5Qc!@5{8PuP^8MPKM4 z2}2r5Xi48-r;>yR?g(ZPjL`G}uT+y74oqHSlsx4jKw?4N_Y)B8v$L}58AJePAM*R> ze|ZBL%Y>}(p->^nKEXfw4Os+CeA)A8iM7Ii=O@bM6rUiZL0B?zm|?pmc#&EJGN}k9 zpe8Og?>Yx>{6`yfB7!yHJrS`b()H`Bvxu^N1%okHz9SPVrUqx8WTj-x6B853G#V_3 zrYYvw8gr{A7n#_p0~Qi$PqL*7q&W6N-fllD2vcr8JHXk-TZ`l{kI zy9AI{NQf6sojPTI`xcZL#@HyZ5LE)v;Z4#>)gsg#fV&H-V}w-%oihXTH5zx5DBa4Z z?z1hxrLwO`&Eyy`Omzr@vr9s!glo7j&P2;xu}KJXUsMC1mj^9|3}g_MYdLUC@ULHddr*izW zku2~@6?Jv>f)&cGzts&J+a^Fn-w_)H?}kJTtFYEcy0y3W8d@D4<_MXdm>SwKRzz!x zpl&C^Kg?u8f6!eIAmIg8kF4(58H;wU>Y#^bPEC!}zt%%n;5}ND)9M`PAcJ929=g4D zORf9ToKAvPuCkoi&pWs=DTJa!s8gNAA*5&|st4HKsc|n~ydcp*a%hbOt#i<2LXsCt z!aoBvnWPvmU%tGi_WD0aIuu+YC<8&+g4M^lFD-6Zx9-WqhYy#@oNtZT;o%w5M~keW z$6R^?u5o}W7{>1)?nnC33L>5v5zR9~M)o2W(+;$~@FvU7=@?mkZLe90+~HNMHHS11_0 z==$k%>*~@I89We`z+7vQ+b|FF-EMx`>h7I8JF-Sg%F3ikB=~1XiQV)M-QbS13p?JJ zg0#ng4iXJ=2PDo13<|7g$xdq;Zz{B;MBRARpkz6KA!+`N?IzT%Qq+YiK)EPQHfXD#0KiW^_24_kW z?-u4^G?bCQQkdy%X+Rkey`fhuD8?*0j=jKS6f7Amzm3-L0q_s}wgwB<*k*p@lMxvN z_J@>>hjr1eYfxhR{QM&4MhbO6twLJdAUeMmaTqq6aa-1;F^&6xg#0Ig-^J$!Q<2E? z790Iwry~iq6)AM0a@Mq-E-fwfm&x3CfRj@isi#O8XM6h$fXYKiNH%Pw=H$fA5i$GI zr;EWhqmvyUH(HFM-j*2pjJ^5T^v5D12=?AWrnS&eWQLL$vO!do+w~lvs8l8~6aZBV z*bl0fMIY4m#lEK8?c_<(Si?gO>Q#0ka5vVprw-xLW z#o`(6&=InN)SZ$`B`n^fX_fPp6`QYofBR<+Qldn+#fm4)1r`IjF;JExfsy*_bljCt zcDQ=T-2uR@YRT?|WCNpBnb~LAMiN3V6ThK)np8zSCS*Q2`6$UCfs@S+rdHUt7p)-50nvLR|5N*31vIfq_S1sf+#zjRw}SRw&t$uT)e z5O3-_7d*Ke0mp|dYqcsL4AR}S$=ujZlUthgz@J=W)li}008;$8HIz}O(y(piCA50R{zalB|Gis)q+2Gw zKji(0m@sZj9eN~5G1iM$pol@Xt{F%wMCM3;Y`Q(2Y#JdMd9-Y@zXFkuNObOwM4ACt>lO)cA%{bKA_S;*0kr6|SF-7<{PCcDtS^K#j%(rV&qHOmx3pDx! zEG80mN<}j~ya3u7Z#m^cf2hV}X_)Q)@cfZ20_OFK0Ez5c8>EV!>_0OOT5uSltZlcx zO{&y~=~AwXiXz_qzJi5!sTOX##*cfC+m|B3sC5l@QiG1$Z(bVWW&7L7|98O(DUBdO zv!IcvCa(m#KYZG6~H^$70mhFbB9<~DMfCy8r(nUil56d8n5y~H-yf1vy^~j)3k2D&uktK9 zhQZAqOvru|2^Bk_!|1a7g}By`J^Te>7Kx93I6z1@g73=h*~ri*-%+6{W|*mwQz7Oi3Itmz0(%^JAFIO8 zZ=qI_9R}u@+@v3QZrN*5GesOnAQlvY8+uHCf7Yedt5rAaBWO>q20N<~8iVeJ&nk|op5!?*Mp5K{8tGh=!%iJ zRux(|3GC43Ym=Iil6L*uX<&--ZL(dD)e2l@SeUmjzvD$#@>>5@*>IvXwY1C|Tbi4> zO2&Kw109QdynZ`&8i~I;(2s=4v{})K3zcY0+&Vfs^bBNG=s>G$LYE^oC*2@iFtV_i z*7*DTE1#}uSKeP_y$@Pcj>}Anj5B0{t{YZiqTqI9Zvmkq1jQUTY@IoqaGr*;eQoOX z`$8~{CA&FFQNo)FHk@0Dp{4Fy7|-B+;oIWYWv;}f#ex*Hl#I$gKe3;R)gk{nlm*Or z{q}>sWK<)lK7(G_(1lpyqDg3$jf!0}?xwpbS-VEv&Jkttupn-;fkbf6oqONLyq5AH81f4oYBgkB@HM@(E_wF_>>?U}vyr#gPeuDHmdF7r z85&pxkr-W0Y-6gdk=t}pTAE}bIlZf>Xgp1r|j0y@XwZ#N;S+EuX*jcfCoxM=86B_=+N_ z+30f<0LL+;6~S{MnmjI9ZI-kf%e0tj84bZB*qW;=pwBQ1q+SX>v$OA<+yY>9K5GpGA$ zlOaOz3lsOYW5;75vQkOxlEiwM>-rhKvVg3@>A#_j-eXcRjF_rW)^o;=&KBC&R z-soVUE6D=q&cY>v=uUQgs6B@6jqBu>_F$(%8-`k1g-}5}8a;?2ky*ZC1Z{nW|2_c^ z0o1^b{{A@BHWToqnMpO&$eIW7V#G0lCpiI4pxfC3CC@K7SfkeoQF2n#F!y%M?p{8I z$9Mg|H@D&^k6Zs9d?H(D$yd?K|MT7dW@9kzj{Wk_0}S#d7weAhd+4z>hKqya=BsD- z-vm?_(B@{9E?>BK`rXBH1y-+i`3D-t*GjtRhBvm|eQ^7gA%_kV-`JIF2eZ0viT=s8 z{|v{cO`BZY+^6+Su3pv;WO0$$yM?u*Cnss3pl#~9@bSFvf<&T??g%0gNQ%el?aR~V z(zU0dyUDHOWnU~=(hPVqJz!v`XH{CEYxeYWz{dW`=MHG%k%l`#XIK60NSRD`%MO}Wbf zi}5*)_wI%SJp<7e)_;SMUk6I1{{gQPzw_q(I1L043U{{?Jx8{!z;z7Nu)9oW(b~KX zda(f@UjyRPB*x(D=a-NXg<#JysDn2`G9+AQ<69mRi__)Y%J`KtRbh+101-VwrirEC z&OU6Yl~M?ZAIHW^v6)UE`fgF(H+P`Sup?Z20X9614fgW|K!xL1-`=0^S1F7en(NrR zbYf{jXUPxOy4$hysU!Bhsc5JGhuA=_PrNNkQW>f?{#$o`xU+tHC5(#aZnJ&q=HQ8+ zfshgR@co3Xmg#!f7pB6Z%}#|)b^J<^M>8~iwG@4-xihMzg0}Wz-~fl8lv>txT|llp zPX}_?+Lg=E)zu{oTxL@)P}d3cT9IC- z9gOncjoVs=&Q~|>f_GEG?ujRFh)7A{!)0l|B+nj5FHwn%i|e=X*77sYY!SrviAy0F z$W<8xXxW##&zHEzC%>L66zO?xQ;BvdVvbGYpAf99%OVi|f`p@93hri&u}1QhQ{qa+ zp1&7yJRuM@C&%gTWL#WaW5!-mwNDPQP(h}Y;NJ5hm6 z>rY&#S~4@_pmamM>VIU4T;D<2=g)vFyF6JeE+DG|;1&X_HUi^kH!B+~$PKP-HIz;3 z1c#Qz`;Z0DWVy1(`on$1;P3R ztfkUmga=yKg?>;^1Xjz2MPh^TOq^tfLj4(g@g&pzx67W`f9U!3H_=QCI6yLM0}1N? zPiQIsqE29{+P21Qki@+5X8Y-ZLYCS@GK9WCY6k*gF(Z|@Jc{7@mGKqdFp)p*acF*u zdBzJ@MIPl>x#tGTVw{Ny8af;i4H(lvCRHVMjeWpyu8jr8&X>}fv zAyQYSW!v~jnum%HDiscTbNV~R?`CN4F zyhr*kSSC+N$w#Q_(~7mbpOAHsu|#8+9?flA;K^*ZmL{(Ng0*}hMQ*X+o|W+eKjz0O zlD;Y^f&qMdd5<*+=#)PxZ}g*6JaGW7RCQ^st1D{cS}|Cg&?FL1YH0hz;_a#f^}zR| zb8Sl!*h%*pp~Qg}Z1Bdkp&d%DeY3^w$8DE|0i7gQEe=2HAAhawd2xI5$6wFyehOyQ zQ!dmNU$SBO4BS@6r(eh9jz-Z)6#l#FYt&NdB36 z=Q=k^|8cDx+gMju$UqS=f3w?fZKSaoh1e;(O{Rv`s5s)Kl;G8JR}$_b5Pn)|Ps5v$jI-H1*M7~7*md#&3}1~!eh9nx>;&!HafJhePf1rO3fhhjzP(xGFci>o zbc-M;Q9Uee)8{aGXlw{T%{0~(_~Q>bp>#5u^;zqaYb#N@f{>E4yE{o)dD zDT3USm?wA?MqI$M*QcY8Tb7K1)?F#hTaJ96#Mm>4!n|aaXEa&lPN?o8ClOV)?Tx^X z)UX9Ea;|6~{wN$m*y4Q!yMqJw*w^nTD?V0H3LzU1q9L)dPsaoKjpaj;u0`IJU8v2) z#x;NpPx9q$R}yZ*ZR*VG@G8Sz%P>6fqUXHi>}AqaD+|yC)HX{@w>RShW+az-mLg8A z+LBA|tqUtoRZ&|zRL@KJV99Qqi|9e41bHB6Sq{VT2^+HSGWIC0q|*Q*QN>kAy-5B^ zM)06akUo%1sl?o%LR%z$O)*P}Hzlgge?RD~t%UFvJmS(Lif&^{7Sy588^2TeEL-#D zn+g{+&>fX4{=Tox%(V_HSW*!#6vhg+l!}xmg;c2Z#sL8V0V)lP-VlyEfdy_qAL>-w zET0hz?}}RW-y~da5M2vTu;GA^{y|y8T&ZW8OmzUb)X+F`%JuxJr?YnAAsT-^ckB-2 zT&+@u25;{O@l5c#61leEoj8&z1RcRPmoX*QFw`1mA&a~f%ey1$$Jb#=;o&Y%F>2Q% zOVIg7+m;sEp!-(*l1QYSD^?hGcEd{^KBL%{{lzjRYBSE#r9%C-vsgQffAN5vb?KFkh(J7?g~V> zKs=F&gM&k!!%z7{D^AZT=I`?-YY=Ng7*Ve=y3PUzii);z81m0tSnI1)$WzCX`?g|U zD9DKm6fO)|+PqnRC<5k0!_|k}{kd%TyN8Sy#gtnN$@Q5`_qj|>tfmPqa`d8u^i!@( z$;aj@0}8N{E~naotPx5uKgN9evqOOo0l~PGf4&-PC;i9mz4QB^>FG{lXW=Gh{=-;X z<{!(-RC?=@bPAnfuxSjVPR<&R;wK+Di9q;I5{R13OU>P2I*q@2q#wXvk<}`N-)QsK z8m52zdg2d{^qrwDqotenN{9j3sk!0-Rk*s+lt1Ux>rLnhm6(>ZJgX>I@^ioSv5fXi zEortHP$)W=Ldo&&Z6>hD8X@>7B+e(Wd#y-BVECQYuBpl_w$itChYX`LL?dkmKBt$g zwcq>fW-dc~(kR7)cPp7-c{i+JD?Gy(L_kGru*e-!p5?iNVNrS!ZM z1JA)@Y-bAldzdL#ipgpOz^GZAk`Zc2`{=ez3_U93a2eQ?kubZQox9?Lezp-Rr>pC- zxSL!$#&ZXk1zw4MP_$We@Cj~a9%MLU#GHl(|!2&hLj&Q-Kxchfm5ckS6b}?`&9Q%HWD-Qvo5aKbLeZ z58h4x8BZOsInfv4Q;A$l#dtKtx`HxNwd-RXnch@#GIlc9|e?7;%$;Kca$4YFzUd(`}dR0KG3dL4T>-2x4d~g=amRIy{VLs#x zWeDYitx(-3YSEnah((Bp6o1&vDs#T|cbT-GLA{c^x7+%HMc&W%1m_C>e7pU)+x)bh zbs;{P5_Zl*X`lOSRTv+BM|i_bshk_FN>-HHTYOR#ezGqz$w~HuAZvu10psi;(ABzD z&8Q1mV>vt%0?&8596jRgKHuSj+A$NhG!y31#i^s#C5*k2fnkf|(ZVp2ZOXVa_3?uJW4sp}J7hDyE;`?;O~764`6xI2lC zSIw&9hb~zmZtq&{!v>-!i_W4HZI1lIt`pbWnd``eFO_V4HW-E=(TmVH-7~*}$DoZW zXldo2c2-hS8u~eL3?HK@u{id83^+ogFXbHGG@YkBdF3rCQ7TNtT7|P_>p-tBfG4Zu za9QF!sWjN;@d2;tqCIfo|Lp`Z;K%`bW2>?_e9y}vlVs{rD`ABxc?|&wM9GE(VJW|< z2c#229(O@=f(!}4kN;sHI^k*8IaT&r(zEJEH^0_fkF5Z(d+pX z=;J(`jVH(9nNQi+LvLMu`Fte8>!z9&u%kl&X}h3eB${*jNf82*QZCq}k2|<1mPz!H zp+V3AwDV^m?A>5Pp#;4Q{StwghYZu40< z8$2OZzmzrz%0E+X>E;82wWqFd(GE9R@NG1yG}E`XUtz>&>sfz2%VdD9ov|@7A23Tp z0nYXj=wVK}9^;#El8;27V3(koszuf}Pvp;{(C!Ew#r_@n=n?D&CDfrVl#@#85tJJP zc(>^*lxbv%k|#0{W=X)T9ORefrb?>G>@1-ll8 zGB~vyc~_T5$no> z=9S0A2XY_DrC(JgEV8#1bns(8}^{Tx|u7XJBu%@%i zm8qM%vYLvP$wRF$uFg#Vm*GiokGL*B?&JF2`*+ROyqwTvM7fgm#{+1PD*u;BssAG0 z`+rk_6LiVIvD}7)6@}tdP^S8qg}J?Sc>lRTa3j}%6nRAIO9|{HFeUjZ-d+^_40;OB zE=MXy9A|&7FI#DDaDK1@OQFWxY@9>lN2TnzNxSHN*}k+a1y|pUTeXihdT8GQ)`8-v zasppW??5GsjY+&vH7rvVuar8=bI82%pmz$%JRT#pM3D$L zOb9Y~n4tk=$Kv-yfjuCQbkQ!1h#yrjW{PyPn35Rk>R}6}9|QyG%S;xL52f65+d^>AqT#JIO3?zw@Tj zFG-sddg5>@f^Pq-&WJS62`x%dBe`q1#r?UD7zgWg3)5nZpQ7MYI~?Jx0k$$ruTlPc zM2vnfS}CZG^fgQ`vx`}dISA%xsueZ*|-iUqm zL@p7HG9I~w`d$Ik8ZM2r7Lbhk7{#cR0%;8B^r!!~_ZV-c{O8`r_l;e3yo)04fpY-_ ziDOo-Vi?G!sJ6Y&Kf%+X%^biMI6eDzu-ZP_)}keQa=K`E)$!|@Hz$->@!B6pR;!wg z{y*0Q2>5EJiIzcT-4>bv4OS4(Qd>3!s zq${*m>!KBF_3;d}aw2ONE>0w6cL$k{5;ll##rb^h?RL3OIJS0l0xoA@IEo-03q8mPpXWGQdPqgs9;q9IH>C*3!zMg-DmMH*0i-iTPJX5)$xW$g z3g>qbPVOimMKm;DDh;`P38LnVL2~W}fRD2o20ZJ=X=v7E5SELt0FFbt;!1BludLU-NxYWGvef~+a~fKz<7#+_rbt%ag3esx zFmsuCYPlel1_jUEWSKFgv%^ckK9&Q3b`^NaoMQ9>cDl>bAY<$K={Z9R#S=ZE6gd)( z+T&4V1SR>fwd6X;VVXb=tEleFyz%q97!(P5{(Ea8+tc(xQ0B*jNmo~u#?2OnHk^tD z1?eO%BLS-!3kz{vKK!Npxa+RIGV0v>muDiM#EpFB2|I(|^dF z@c~=apXn@)2Fzeyo6aHZDu~DETm*<6c(kNKBnAjZ{&4)nHE<$1xkTgiP)c5_d~k{4mfAO&2Xy*S=vbM6x(cHZlcSL} z%|`G+0Xi)-quT7x-frXJgLr;p1K9W|%nVV$Ywg7`$))3jBNDBz(Txx@oQdD6%_sJe zDnz`>u%-DPaNbYIN-xDu9Y<7~z}!8q_O*}y*0JBzq-$a=rPL^E)GSLdmkzItzeNx& zPfqVELa3ntH9$ukBhoLHV8W2X-)ewJ2ML;DgPI`{QQ6--S>)B!0+BQ)ARZF2bVvaq z*dS28NP+M|&yYbN#ir3Xy6YonQhe3OlQWx3xigz-!4^43@EHUga{AnOLL{A#J>rx|PKbcs${myo&1;kZ3O_A-;@cfL zUMI#NmuzaIOJsQuYhhvA_zkOQcl9&+oFRV{b9hg~tw z`bkATf}SNhn0$t8t|YY(8u(Ja^3<|7bP(>d4M0Q>`e`}TJ?mlyp@_UZF_L2-YHN)b z9=WCFb>jPdB7n8cwNCL_cYYwe6v9wBw)R7xLI@y$R5XweBC?SJVt@+W*H*Z+p(h{S zt__5P9#Tx80z88W!vjt5Dipm!*%9Y6vt@eju_N22Zyl|xzw}8!aEHxfhIg8JXO7if z=>Xe)BDv5fw@cE^B{8QzZoc!7WT|m(l_E@Qi{uBNXu|m`K>scaFEdw1~ z2Yj5Es{e?7$g?OakVFo}xgR500alodjc%k@$U&@ojuZ$HNcbSAHKV;QyH1dCiO@aJ zHI`hEKR*{Rkh{8I-+yzeH7AAgU22lzi%n@v6`1yHu<7;dNkVd@2 zq=^LJi8};LS_Y?)#zsVQQi*+JMUIew#n4=Wr7I`CBQci$tGV-z>-m5G{af~ykt8Bf zk_ai0nNe1#B&n2M9-*ZmhSUaX2wu8qly2PP^9lnT|o3WR

      MQ#O;Tkn|v z9}I6CTARP#|2Kec-1fQ$#x+f4_O9=pNo`6|I?&jI$jDY6PCF zAEdm|#rkMX!HtQdZdT__%s)K)yX(1>xmE+l{GUs6{79iefLso%SKm`Jl{8&EpYkh7 zpB^<+mRv5d2_Dt5{C#u0NDIYDk2WJEvqm2MK;5TN?#Ic#-4ervFT=&oY#S%cPaU%c zds8xAR3<@sg^i9_!DX;e2C$fRZ^9^Rl=M-9m`u1%m%=|N7@Q6GD!<{I{L|pV*`8mB2<|chd0rp$QZM+4y5Ec|${Z(p$RfCwz@Q`y8@GDO+aw z`a`HMMyFB*RRd`k)*?k&FS36G$%WSku=7MJCosd;*GYDkZ@e}1&HAeWqXYnv*6u^c zi&EuemYAW22~=NT@^q&-;<&O3qnm!Z&RaL63J{*8EnB2gBD7>Hw-Pe|wmcjjRmwI; z%CTV!X=;>_>L;k*ILAKB_Jm8x0Mrp0i@icmlG+bZH# zmn>RzNW@uKQKxP?U(URq9Cd1o0atvOw|-}Qnn4ggRI3OQ|FBN>iAY8Z%^l}MGT*wp zO@v($|BvfzvlEP>2ovOEkHK#(qAX!N7P?g(Zfq=@@)REXIa^Q&aRkm?-=HK(Yx!Xr zoO!SQ3av3pIEBclxJrxdD+nOS@~;(L(q>H;+Qjuisv}0^frjb~&PR-M9Hr8En%nB! z>0KAW&U3CufJgibUIQtv_%_$qKc0$xNJTJ?F3+cyE%k+6jRu?y`sBEw?y&Jc09TNQ z6R5nZd8QjYzM2+dntMWY+}3V`F;Dpwut_KngxHL`{yJ&37Bq%DT~>+ltyCsk#;qKn za?~Kvoe$L?cQf^RYD1DrlbObYm$ss_4o%mH6_-TeAlS+YsQ>a{WKL~;t}j@S>Y8|W zT?*_Kp;`*N7hZL}G_t$0N#7IH@Q3^9Y_(XX`*4~G+6sTdDr&t>u(F8Ab*Bvy_Pa}_x!;5Z&wcZ zTjuU_G&opUAFg>Z*sEYbmM&Yb*zEM`UR7P&{$~X9Z_vS^d6ODUY9&0=( zy?8a}A))8ky>1iL;Bp?*HRK49@QKf6BgqS6k$euZ3H*1C3$>#lE`v(pr);jjwD!AZ zmv6Vv{_gAgvSNAD8;xOY!>oCM%fQ|3+_s`H$9V1~w3= z1d_+oLjNPwFsBK=^(sxBH-LjUeM>B?Dph9F+f(eF9|HgybK&g*88 znO%nw7CHj)7OM}3H7YGNcbG}pbBe~#G8AYzbo~Y?(V+8`W;I8|XZg)dsdWF;v5ZcU zH7NQ1{Mva9r#0SUR@8Qa^wfRp=bCFON z3EGnvQIyqh?WsewB}@{EHljmm_VM}V91TIGWTg)6y2*zWTDXkN-aqASV=Nraxb-hb zi`FPKUM63b5;i%oA`$)EB7b#!wL16{o)=jtM+G13%41(~U`N}qcii__EF~sE7qbfV ziGuviVb>~6Cz=`s*)wow@ooXu-C|e#qj|vqh2Y|_l0aoJu?;3g(aD~Yvi%0fo_Od& zz@v0*`>x!$^_OsgutahrcqgPbIqG*RgTNv_i=0TA6S}9EqPw?pyWS$_tozU!V z5lkB!LO%%gQWW*~I(E5Gh5T!TIHr~@R^ukO>XS|^XS+RFR05^f@)kT|TUJ9a4%Pph z6M7QR<24EK@b!@m#mPURo2duFg&EkwP8g zs00RwlIfJ7-@s88Vwo+(uJWK?0@%DFexJg|22`I)PFR9ei`^$QRU(?gEl;FfW!86* zZ|tgAZ$(4115jjY+%q>6VZw7uTv3qw<7DHe8PVWF;(!;xD;+hTNQ<7b*^DM$V&S}6 zb8qas)mm1j(!ni6*L3gv(fQ`8 z(Nt{?7;hj{rH>xjx2&AN_n_xd1T)P-BXUd_gW;_*;#3rY8$2%urP|SWx0+bNto}oW zCtnzvX0}7Tuv2Je6Hi{80y1{1^2(zvr~y`^oD%ztWBWFJ)3ElpBxDaq6NH`24_jzJb-2z0+jzSI*6MM;k9!e1s8Y|aMiPe1oKN}|e z&A_tDkrs(MSxIO~fPYU49X%&TMN6-{?Gn&eHJ0>E&B7-|EJ`(tq?_BnGp=eZ9n%+f zEf(Enf=b5f<;q=oAtl>L`6sGCAzI_NqzZBJ1o90bBQ5y;D{*q-!IW>KL3Gcn{7 z6G$_zl82YEOy3uWwN42+wrSp-#tXsj*YC?LUqwNcL&13nf#6v8zxNb`fcO(UlZZAN^fh z8jAj@-$ceIq##$wz0XsaBz_dkhzL59jcHQ z3qwJAQl#hmEQ98qo-{$!#TKMWLTC4CrT2g>?9(U)03}vmWDAN9|Jyq5O*I1e6eGR_ zt03gzG)acCiZ-O(@t$wgalADVRDA$FA(8AIz>~!nZr{FbM3#^0PW>AZD-z{H-1Q%X z^10$^lv8M4a12C57>?G!MCZfaUIv8y5uw`(mPOjfCtv?f;uK8HV~WAhs&eArNMjR| zg1`x&6$V0yT+VmKCVywCS?VAfnM+ssv`{m#@}84LuXqz2kcXDX0A-)LxE!j*a=3)y zIBD4Ka}#MXXXs~v$rly2i&ZY@QF2m&lw5q;3V3;gM}oU`xh28XRdLW9u;5v`gO4-4eIB9 zlS&5*IN>?V$D|?Awr-NyQZ$zd&pEr6+mUM!Z7*IUP9G(-8l9k~33U@DQsoUrEpF?O zsty-PXrw@d63awi!a5F8btK^qkr)_U$~&>_##fh1!Y?C|7kN}@i!g=WTn=re{*8bh zNhuk;9mol6ds(@_t#R#)@KaZ1k6#@}amqcZzT;$z6xKx4-6;#~n;9wd<7V`wYu$@e zCw3V|baTi&x*fLwsDbwI)m)1I1A zaxUE$t@rRe)4OeC&g1IlbeHafZ08kB|6S)cx#5-eCo;C~e@->Lbv#`ip)zVz6!lIn zO&G(+k3UAAlIVIYsRJ-sv}%$cF!U1v=n3f6LFXH>e8i)Xim}7JC|4Pz6^S* zNftAdo@412|AZ+AW?Lnsp8DFhcU)Xt0wX$Btyv=#owR4V-sP)T_jr4IhnNXl3)^vW z=$=N4sBTy}hk7 zhk~a`>`XH=IeK3+%IfRt29FpKTQKGa-9fXk!Mj;8eUeeKg^Ovrn|@HnL*vZM%*$7< zcrJ*V0Y@a=t5<7BM@L3ev{60UskXLOdwZoUHMsbGjDUOcbca!k?k610dwZOCp((MV zYXABB_g=F&uid*_HPbdWBhJL{LKGj~ymhM{zcKnjI|D6()3HwIfML1Cp~(woqTt5M2#sAkE!-LkEVl5M+^?%6{r(6ljfs zr$qV#F=B?bwW9b5{1|`rlU&9qweo#(|MBC;8>;liU#2xLUU^n#R>PpMGF+Fsb6IRy z$*^I=T)V}s9oWYnm!JzZ^;6{RK~!4ana(vZxC<2|-MjZ*%Kr5G_uJBdoc8MKS`8F= z%;hV_`1cD2d%&~@=;D_gJ-Y`rw-;ByaEgAC;*TF&ySTWBXUD!PnV3}R5F8rXHDJ~r z5{)4^L|n7P-TO;k)B)Rguuebh4M=+0PtDKzgJBTHTz)zc+qZAuynXvD?)+k0-2I|E zetw?D_3HO#PbS(;>XQY;yX2MJs_<=Br~KpMP>A(&3<3 zqct`AboDduZjZGA^FO@Lo*hCec7R_Ho|Gida2c6~K5}yVu@lU-HI6@UG&D4TAR4tj z>7~N#?#r6uojs#(vk_6(%5qrWr3EU0jLFmIvU`i0wvJATJME1#9g4}1hG=L=Q^;o^ zhIkgcbQGyV2fP^Wk}l~*eE}_GGxQ9#t&^Iptu2ckw)U3N4wAHo4?Deo|NiFAU)BNZ zd}hs>)uCIrOkk$XG%Q9ro_T30dU<}*!9Pe{y&K8FY&vjqnG+~0E9+CgKL4Y+`hpSq zi$n85J9p|d8k%S*cM#u_uE;waA=HJ z<-)J>XVHB#H@D^=nPy~zAHIF-deoq8oJnV(dPYVYsMjeg?d_T<%nsGvIGS!$BXgWV-&Ff>9+ zw>CW98yPRw0PTPc_99s9Os#-lb;xc2WM9t~EdHi)RncdcE?P8L#@{wSrVr*TY9%^j z#`N6r{cSpNRbq7CWX_y90aZOki0@@udCPfm*Cmvep|%PU(`C-^XVVEx;h(lko+2U}=O*kD`u7GjG!gc-V9FP7$r zIZfe(757y%zN_SS?|!LS`9LRvZ)-8e$zkPC=C8Eb!C@LqxQg9~2mbr^wH+rHaPw@` z;tM@`^zgv9#bN34=5DwlG8UqTe#cDK7EUIT5hF&-JEbkn?(v*;R>X3DfB(%GsLE+| z;3u$qIDjQydUke4gaP--X7AtX5?z@_b=e<}C3VbT{fPD-QGznhNr~iam~}pJ)WX6- z8ym;C*L$mOJ!Rh&6cj{ssD_6-V-kDcU~kpFX>M+l0fPJ)N&wR@Bk8*-e$&_G7h8E8 zKi&`9KZ%irt(5V$5XSI|t4Bv66)iviu~ld|#W6 za(T1C+FA<#H%S`MuP=3K+TFWSsAr}^Fl@%Kjr`rO^R_xEi{_Kt93A(BhYuD{d;k7U zvT|}vplHp)vOaS1?R#fu=ZK^v^J_=9bYV1R1apP#vdon3EEpyVl9qEmc`}7#7_~gYfeoM@3AZKtNR`jBw38mWOJ2@{?eOr za{S;aQxs%mWSG1#g0#KW?Af#Dg^X@RDLWIfLMx*JgS_&s9XfZOfswDaCAP2~a0DyS zN#}+Lxg~Fh=m)(F=IK#(ghxkrn7Uf3vqwlPMaxHQba8g;6+UvCys|PiU3XfodDAN| zV6Ptua>J4>TAq37r(BgX>iTWh=H7FsO=~3CYW~J+rGvj?-c=HLqT&$to;H+SoK!QXPL*H=yBXg*SBefOS?A7@v(` zE->>3J8Mszh%vA%Wu?b~1Klwzv$D1AFl5M(+(p4l4Gz2i_`2ha@0^VJ| zkwo8qrlp}V*fqKKzqJ6Xc8E=VY#7r-pxb6MHaAq5@}|E|l8Xe;q4Uo(d1!AjeIvK{t| zA(NcOV34$%al}f>%AAn{zU0UDWvo??e*K2O{uvyabf$xJIHcaQikgTg`~Cg(^z}Ou zI9qe;A;*t@pxjIB>BD@Nn^?GfvA=cu_VjSWVu}Mv%qB;F%jC_)65g2~gYqP&ddEKn`#Hn`%>{fw z+BXBZPftUPNwmiK>o5AgRz}T%RUJN(FtlmgHa#=59kE}mhy@F}k%UN$67{(@65?26 z(|5VK(nJKsX40S!Sd+{27^IjG;OQwPIjYfFf_2K|GpZ05~q2|A-GFIm=B828Ff+^&X8Tp(rrN|F=n`Xlm| zq`x8p<=%2!%iy+R3X0hr0kXrxO=3k3%n9LL&~#Wy|80^))m{Z-_%qyaNg}7|J+QTQ zbLY-wdUjv2al*oRb*(F-b#h&WDj>?JSgWvuW;HbpCxy=0;);%Ob=>-Kcgh$17 z4`cT3-Rt4AxuRgC!^&<(!;ZbM)8y&5CllG};_{K+6vai@)$YYrQl)n%ky)=wq*OW; z8hYPgb5*VUfB}mZFIL<*?%@V|;?iaIIdo(Hsh@uI!)C1H@!PlZdTl}%EVaMwuxwdB zk!GQPlk3*48!^f%V8hk=v(Cwh80uMZ)ahrs1ljw^bG-SvOf7gWT*Tv*NZ<0X2iO%iX zwIghVOmG~AC6?2L&(79lb_`1FNaxjVu|GtaMwz6s^QTptHf==tCsJ8X%r^U`?jn$!R*S3azW>?)m?7FC%gzS0r=+SAUuV?bgS<$><@N#zaUi^e9Ii_AP60YUi zZjIWIW1b`iHf$>&KfgU}X<@XKyXeY|8?y}!4dVjw>FnH1VX{Bs+{thDWSy3C+WI`~ z_-kN%FK9FI2w6*1n;C#%`>66I(eiCWD4T+CGFWk!dhQoe=N0pQweo;_Y)#8SI%PpC zqhWoRPb%&Ta+o&o51>8iOyab%vKpjQPtH%Rg2`V(bc1r(Vc!n;3f^?89=7p)k}nb4 znl1L_d1Pm*aY)L+7AJ#(Jjo5jIRi7n8@`V~cr&af5i|nR#z|XBI_~V5upNhQ+e9;> zVAIls>sYl(j%Gh+Yjo*1rVZel*Yxl-Nc=rKwSxVc;sop4*Kc@ze$>hXa+;m+NR%CI zB_X98m2>#dkD}Ss@AvHk{QWa_1Ra>c?)ycSF2?`3|Gk-%#Tbv3t5z9}_`r5(&tjuS zlt{=(5-5-~jK^we_2tylTeD^u)93CVS;VQ%abrz=Be5&!jBjULh>n`_Al*rmo}mub z*4CCpHzx1#^xWLiyenb8eh^Q|u%hwI;tQLZK+gTFq>hWQof7LV-tvzh2k-(f0d~uP zqDsJWbbV3E0BotSP?X2TZ#1r&;(~Lz(+=gd?_O>+%@jXm3pHY{}>ul{nCg7QzoGk0`k~aID&d&Sy-gdpT{O0Dt zkn}6;?MB#Cc6YuTD>tV04mXK){|P1i2uiLznr-LtKDU-;NeiH9-8eZsLC?Q$7fqf9S*@TJ5)Y3W5A zksPhhfh|WKyL&XaIC)!zOjm`;r^d;39e&h++AjiRDHqm3OsCn(qb_R7(FqN_X7(*? zqE)3Yrzkfh2lW$Rr>orZnO7Vo{>(6ko$9Kp`$?Yc)MAtHGv#WC9ZCZayRRiVVXDN) zcPYD0`ltpER92)Ltvj{NbCAOf7f`mD3^7|}XJ-JKg#qO{2ye~WZ;KwW<(&iLQ)Nl= zvWl+hIQ6T05T0*$;qv8!$gw7l(a;Eo{43b$#@TVsNEPw3o1$U_R;B!ElX#1fwR7L+ z;I1<#-0&GpkdKco!_dwxzFEt5>t%y$gkLouj8mims=}u!y-F zS?74~y%w#u964x^2fv9X*l91~mTP@|pFDB?@iF^&hxjq}ShRZi9p-z8(RB(g3R`tn z1ng{v$ea_TbYkq`o z9571H$m#U(5hI3>%b`N<@h;Up%qOPag_4|<{0qmHo>8AXGGt{N8yn#g_qUP-vWTFS zm7cyEP*ePesBKgs_i+)4!ObS?%G8V-qh5_&n%u*dGXEKvj_LB{XGy&N;_Gzq=+S)? z8|j6GeIaKjkSw&2#>FBpN6YSJ1Q{*L^8AnX#LsI5eF>EW^C`PU(s#KN^T+oG^ zgH5c1Y@R=P(p6wS_ow=Hz%(X;MsGCpaG!58w_{Y3L&BfDGK0f}ce9KEg zI$y=M`SOJk9D6t>b?+fB-(}OLO@h|b-uk77N0FuT8&WmuAD;7J(~OAv29kG>6TRfY ziDq3R7yIH!=rdgFcgv15-zqDo>RI>4j9icQgr8_21pWga>fK$zOG)2)RUgBC4W!{> zbVe>?^D;6rtRNF49ZYwcb2<3w-#1D#{3f0`_3Rr&OB zQoSR;6g*X&DzNixQ%oXvb4DlvNZ|E6b>+&zko(>O$(f_CKMfL0VpQ9n`DViZ*(@xw zu%hDBu#1K&b{SVm90iiX;r%oEao@cR6S=tndT?L#jq`;Sxs1LrH8m{;Z&FcL&*VQJ zD1$S$TP8i>^ZE@N7Fk#X5)h=K z)m(ZG7!bgovf|0inLBsJ_U+@rQM)IatvKtyH>v4%&fx9^jjR2e93GY>x32uOWa&Mn z9jg@9hls2Lz~2T#?w4#d8_jv-79v+v^)raPi*%Ec+G6d!7o19xG*GHV=H^}O?d>I+ z6Px%!uB@HJVdbD7jx~kDdw2RiHQ$l^X7t#xdw|Hv!UNi@+Q!7lG;u89FG`UwDo%BE zbr59hwnJG#f9vb5fh;eBLLE9JeZ*iWVYj%f%$sxd11{+uI(6#l@CzMU1e?xh|9&aM zZLNyS%R5qO{i<_LPRTJX(KBuu8fH1L@!i128%bMYOk(4X&Y_2VJXUIf=ma=g296## zE`y{lfreRV)$X>1m)_ZY^SgCx0_gZbkPA#q@4a}@Tdxgf|7>uaM2Ka5Ht*Om8_9@3 zCq(`V)y8w-tMmX!{3)jvPnk4H9`5umrLG@4_0$yifwcGtc3|U1b%9}-xHkamB>-y* z{GGS&6By`a5kH#+`3zE5=g+N63zCz}RAS5ZADD4KkwN^PXZ;Q9F%>m6*HssxWSYuN z8O5SW74tHcQMP(|dW{LKyDSJQxX*(m>odKzW$0F&P#-N~8d>`w2G95Yb->3bjreW% zVy%+muRF%>^DLaM-G1)EaIZdt8i5k( zH-fM|J~8KKQ*U{@F~js>R@TnSU7rW1jtXS+0kq4mxV_caC#Gc1u!Vm(+xi2W2F*Gf z4zwVK!1?&t%`0qx0nN_MJ@mpZF+^sr-jSf7=_C$kq0@A0-E_4zJ@efURG)-G6B@=Z z7;TC9XPkf>E?JqGUL?6oKPG}sE9(c@5?Zzb?LN0lJaYWFK2=q3Sy`3ys+0E1hcWk{ zw4!1znj+1Cn@ERP>GS7RRB$rl1)tm8)Np@%>4ob|rxQo1o*sp2Z)xdiL{{-B2n^xj zjq&RcT}t| z?Kj}?p@aktNH}bJgvIW>Wo z6CtK+Wqu^T>Z?CeF@h52gsuzyUwUMy5o^r0nZ+F=3z>s_{qUUI%>z>oI$tlfSwUK3 zSD^d-SNv&Prz4~xxGJB+_3uTD-wtMDkQXtVkel-ZNS@Yz{Q5K4m-CmTxI?}=(3-iI z!C!h$6r84T%*^8-%rp+XcCVW>o>>G}5)#5;qzZSsl126I*>gID`e4NfW-J_M`0fRW zmvIgydI&Q6AY<{RZi2 zi~5t?C^K*kKga4@0`4d+&HM~QfQXsD-0S3T;v+6HR1CfU?)YPw;$eApP1oZgA!#-^1JPk2?g2(7Bb}E?yYN$ zjvhJUli>pVOE_MEJG&mrkaqq0_ZK5tSa(Uw7cZU;_BM3JjC*pOD<pii9fW<4AdR8?YbY!AHE>^wzB#PUbG?3yE>tci+B!3(vJJ{`$33 zoXPUFD_X~x^o?^icSw#YivrsfcyAHFy+k$GvAwGOx~y$W2X0pfznZ>f%NRE2A)+K{ zdB%eW_uwEK--99VgKR;j-H{rRNLP&9{w|Ui4|s+2{QN$EW01X^Fe%Ydi%d+~_3G7Y zoP9wT27-dLszb@0$+bNg7Ipx%R<6N%)28l_1n175m)f~AVBDFn=6!qil;R*ru<~fU z86Q82;Tyz}-9)AtK}u}zmAE|%xa8ESQv+{3zF}^DtG=YwD94MA7acApufJKK?DD$w z_Sqn%aQ1+#hIJcYd_$^!N~CbuddZ-#xiLnnJVW42pA(7OE?8WRac(lpd}-NU`SMH0 z^sc>J-jnYpI90E~n`4y9$dUU1;Ks?#4=4nH2aYsPaqY*>bGKcTGdr&8{^^m5cd}!<@Bl-P-*2){YXp-ZE}Kr9yqg1xOE>WyN_Qk_07v6jS}6%zbG`^fARV zbTHe%ilSR$Ta=q^?IMPlgWG=aG^@E}GNiIU5Vz$BHQ zd}T^zS+C6I`oHlZx_!Hk7fn_7;6^upde{eH(uD&1-48Z}Xdg-&*jG9nFp-2ormt_6 zPcl*STvXIYv0O-Ma%pyudwR8=1ChVALHG-#3Mbv$cQ%=kd9rgKtxfMU5b-=?yoq2B zL57JKtqgDdPE^vDov=ko;M*dDeaT5e(A>k*w4&VSbl<&m0~fWDCmOoIn-Ubfr#<`@ zAD8Z1J@r#3H!7jKG?=t9+7N*MI{>!d)TO`KW2S~e0h*;M7FN!Mm z_L81AZ=N7f!R^jvI+*)7ChCjqA&nwj(9Fds zLppTqI1RW)P=_E!xTh)@MD|Q=t{=h3TVH<88raYJ4jl=pKZzPv6q&MlxenfJhwo})w zaVG~8VAae7Gj;zbr)4Hw2f!((AUTkHWl*fbCCk(WQ1u)Z93zav*5FXdqZlhk$VTTq ztfdd46$7$Wfzu#78B7I^fqr{w<4Z@*o5ZeTfsrx|W2QnISp7f%8cu%(uWe=il%gWD zT$IIe!b@hllD^1A_$o$_59!qMs3FowRgBP!FumB=!ZbNC6yg~>z}E+<(*atXTQgD< zoOQ_J*nAL%8{U}_NrPstD4Q9&;6d4=sJ%9E!vZx)Opb(wErb#mgWG!M-s^h=d^g(h zsBPv;KYhje7LB+5x;7Mx^gIktN=|0CU-Et*nGBTV{7c!85fUcx3J{+xsVS;HIm-(STfBsBTPU5aNE2V_`V8-UnqoEK$-HShb*v+6# zVu7NHN(bhNfTSYs$pqfHOnqVw6gX?}CiFmJyHf!Py$Ucn)pRbXn^>r$wX|jvTVR7B zU?r5+q(x~kyHh{C`v?oPzr3JIMXo;d&O=0ba~3X~%@%;&xo@-~rB_p_1EF3c^Ym#} z8TMPA3|})gcS$!KEa}2 zzka>M^KDU)g2e8{#3d@dsg?J^0Km6Nk}bM((8~7jKLo7?GHVS)HCF4_cNsF|tarhy zxm*vRl>@L89i4rL4jl@B4j(-U@?a%D1?d6hHUxr(qt$vMy`^0_+3hbzsOkrq&Rp<* z>6yl{(u4Nk^#crXJa`g@P^7hI z2_jCJh0uyxmGjtc{S;6WiFm6}BsN4&Ky|SZiG`a#W_I0L`BEC^>2#2UnH$akj?cJY zwEvtJe3(ykL8lF4VoXZw)7!M5*pcqjr!7P(AP@mN9AwJ&<>kR-BJ8|Y?b~}RJDDyU zpiKfLYvZp`Te(@vPb2eX=LghZlFb-}95SM${#jjp4``pPL%EYpe_2_oK?yrboDIAk z{MS6`O|g`n?5a)RX@{7K+1o;TLXI@PnT{Q6I+O%&PJ8H2FgY6vrOl3x_lSl9t3a>a zj-1ij%osN^`)^T`tRpWCe{n$W3C7dUir4 zSDjF{zn7`MMy7?fTtGYKfC%gbg(g%`dloU!t65S(kQ7V&zO)!hgEMOO92X&o!L`f-k)8qICN-R zO1D9Z*#0U|Os0bYEkeMBI8JZYtb%9-B?<&7>1k1U(}K?F^lC2|Sg+ksQDVy5%9M2( zuf6-etWD)Un@yW2&O6Y<(H1DlBQ|z~lK%9aJGJ3!sH1*DVEW~%(5s@yAuBMpGj;|? z~4yPFry(>SZ|9heuwd?07E&aYqJk&vg(R_7P*P+9{LRV+i+%xgA8Kp%~6t5%-HI4YR7!^I0MNRr9EhpDWOY4Srib+&n ztKthwE1!P&uba62pPPt`KoeD1;nYdS<*TFn-e!rUm6E>RG^774&CJvC3#`N~hiBiv z^r=Oo_S)u){L#i=SCarc_distance

      - + - + - + - + @@ -154,7 +154,7 @@

      arc_distance

      - + @@ -167,7 +167,7 @@

      arc_distance

      - + @@ -180,7 +180,7 @@

      arc_distance

      - + @@ -188,7 +188,7 @@

      arc_distance

      - + @@ -272,8 +272,8 @@

      growcut

      - + (0.001) + @@ -284,9 +284,9 @@

      growcut N/A -

      - + + @@ -294,12 +294,12 @@

      growcut

      - + (0.006) + @@ -310,7 +310,7 @@

      growcut N/A -

      @@ -382,51 +382,64 @@

      julia

      + + + + + + + + + - - + - + - + (0.001) + - + - - + + - + - @@ -500,12 +513,12 @@

      pairwise

      - + @@ -513,12 +526,12 @@

      pairwise

      - + @@ -526,25 +539,25 @@

      pairwise

      - + - + - - + + @@ -556,52 +569,65 @@

      pairwise

      - + (0.000) + - + - - + - + - - + + + + + + + + + + + - + (0.002) + - + - + - + - - + + - + - - + - + - - + - + - @@ -728,7 +754,7 @@

      rosen_der

      - + @@ -741,7 +767,7 @@

      rosen_der

      - + @@ -752,9 +778,9 @@

      rosen_der N/A -

      - + + @@ -765,9 +791,9 @@

      rosen_der N/A -

      - + @@ -779,8 +805,8 @@

      rosen_der

      - + (0.003) + @@ -791,7 +817,7 @@

      rosen_der N/A -

      From 57a82c8286d2229dc48f91843696e906f4111d4f Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Tue, 16 Jul 2013 07:40:56 -0100 Subject: [PATCH 50/54] Update documentation --- benchmark_results.json | 558 +++++++++++++-------------- images/arc_distance_logscale.png | Bin 58338 -> 56045 bytes images/arc_distance_zoom_5x_best.png | Bin 62080 -> 58266 bytes images/growcut_logscale.png | Bin 33791 -> 33670 bytes images/growcut_zoom_5x_best.png | Bin 36403 -> 36421 bytes images/julia_logscale.png | Bin 44101 -> 41200 bytes images/julia_zoom_5x_best.png | Bin 48094 -> 46281 bytes images/pairwise_logscale.png | Bin 83632 -> 80520 bytes images/pairwise_zoom_5x_best.png | Bin 87777 -> 84635 bytes images/rosen_der_logscale.png | Bin 38909 -> 38953 bytes images/rosen_der_zoom_5x_best.png | Bin 41394 -> 41372 bytes index.html | 200 +++++----- 12 files changed, 346 insertions(+), 412 deletions(-) diff --git a/benchmark_results.json b/benchmark_results.json index f60e665..2712f13 100644 --- a/benchmark_results.json +++ b/benchmark_results.json @@ -7,111 +7,103 @@ { "name": "arc_distance_pythran_nested_for_loops", "cold_time": null, - "warm_time": 0.001032114028930664, + "warm_time": 0.10498595237731934, "all_warm_times": [ - 0.0011420249938964844, - 0.001055002212524414, - 0.0010781288146972656, - 0.0010609626770019531, - 0.001032114028930664 + 0.10577583312988281, + 0.10660600662231445, + 0.10523700714111328, + 0.10550093650817871, + 0.10498595237731934 ], - "std_warm_times": 3.7226723054896636e-05, + "std_warm_times": 0.00055845545510008654, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_pythran.py", "rank": 1, - "speedup": 54.64218064218064 + "speedup": 55.04899362542382 }, { - "name": "arc_distance_numpy_broadcast", + "name": "arc_distance_theano_broadcast", "cold_time": null, - "warm_time": 0.001062154769897461, + "warm_time": 0.11734700202941895, "all_warm_times": [ - 0.0012829303741455078, - 0.001062154769897461, - 0.00115203857421875, - 0.001154184341430664, - 0.0011858940124511719 + 0.11909890174865723, + 0.12147808074951172, + 0.11832499504089355, + 0.11734700202941895, + 0.11771607398986816 ], - "std_warm_times": 7.095980999538455e-05, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", + "std_warm_times": 0.0014678516896899014, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_theano.py", "rank": 2, - "speedup": 53.09674523007856 + "speedup": 49.25026564998405 }, { - "name": "arc_distance_theano_alloc", + "name": "arc_distance_numpy_broadcast", "cold_time": null, - "warm_time": 0.0011310577392578125, + "warm_time": 0.12993097305297852, "all_warm_times": [ - 0.0013039112091064453, - 0.001190185546875, - 0.0011589527130126953, - 0.0011310577392578125, - 0.001194000244140625 + 0.13030791282653809, + 0.1299760341644287, + 0.1300048828125, + 0.12993097305297852, + 0.13011503219604492 ], - "std_warm_times": 5.8774004960682408e-05, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_theano.py", + "std_warm_times": 0.0001348945773157766, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", "rank": 3, - "speedup": 49.86214165261383 + "speedup": 44.480318182652255 }, { - "name": "arc_distance_theano_broadcast", + "name": "arc_distance_theano_alloc", "cold_time": null, - "warm_time": 0.0011670589447021484, + "warm_time": 0.14725089073181152, "all_warm_times": [ - 0.0012891292572021484, - 0.0012171268463134766, - 0.0011670589447021484, - 0.0012400150299072266, - 0.0012640953063964844 + 0.15047311782836914, + 0.14725089073181152, + 0.14763498306274414, + 0.1517961025238037, + 0.15173602104187012 ], - "std_warm_times": 4.1799339669914446e-05, + "std_warm_times": 0.0019681755811058188, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_theano.py", "rank": 4, - "speedup": 48.32400408580184 + "speedup": 39.248462229706206 }, { "name": "arc_distance_numpy_tile", "cold_time": null, - "warm_time": 0.0013239383697509766, + "warm_time": 0.1907179355621338, "all_warm_times": [ - 0.001811981201171875, - 0.0014109611511230469, - 0.0013239383697509766, - 0.0015079975128173828, - 0.0013880729675292969 + 0.2180309295654297, + 0.1907179355621338, + 0.19221806526184082, + 0.19433093070983887, + 0.19542384147644043 ], - "std_warm_times": 0.00017216189583481835, + "std_warm_times": 0.01007662505327786, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", "rank": 5, - "speedup": 42.59787502251036 + "speedup": 30.30323816238691 }, { "name": "arc_distance_numba_for_loops", - "cold_time": 0.8395638465881348, - "warm_time": 0.011101007461547852, + "cold_time": null, + "warm_time": 1.838897943496704, "all_warm_times": [ - 0.011259078979492188, - 0.011219024658203125, - 0.01155400276184082, - 0.011101007461547852, - 0.011178970336914062 + 1.838897943496704 ], - "std_warm_times": 0.00015487587216813593, + "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_numba.py", "rank": 6, - "speedup": 5.080346212495436 + "speedup": 3.142844899912445 }, { "name": "arc_distance_python_nested_for_loops", "cold_time": null, - "warm_time": 0.0563969612121582, + "warm_time": 5.779371023178101, "all_warm_times": [ - 0.0607759952545166, - 0.0563969612121582, - 0.05726981163024902, - 0.059216976165771484, - 0.058502197265625 + 5.779371023178101 ], - "std_warm_times": 0.0015236464754676837, + "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", "rank": 7, "speedup": 1.0 @@ -127,57 +119,57 @@ { "name": "growcut_cython", "cold_time": null, - "warm_time": 0.005984067916870117, + "warm_time": 0.00598907470703125, "all_warm_times": [ - 0.008294820785522461, - 0.006506919860839844, - 0.006515026092529297, - 0.005984067916870117, - 0.0065860748291015625 + 0.010909080505371094, + 0.006994962692260742, + 0.00598907470703125, + 0.006115913391113281, + 0.006072998046875 ], - "std_warm_times": 0.0007887390603794214, + "std_warm_times": 0.0018820037180273695, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx", "rank": 1, - "speedup": 1805.553368660106 + "speedup": 1702.7673964968153 }, { "name": "growcut_pythran", "cold_time": null, - "warm_time": 0.01003408432006836, + "warm_time": 0.009686946868896484, "all_warm_times": [ - 0.015601873397827148, - 0.013773918151855469, - 0.011842966079711914, - 0.012469768524169922, - 0.01003408432006836 + 0.009747982025146484, + 0.009686946868896484, + 0.009876012802124023, + 0.010107040405273438, + 0.01069498062133789 ], - "std_warm_times": 0.0018686293594396928, + "std_warm_times": 0.00036572988525110242, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_pythran.py", "rank": 2, - "speedup": 1076.7852492515326 + "speedup": 1052.757002215112 }, { "name": "growcut_numba", - "cold_time": 0.7984809875488281, - "warm_time": 0.04455399513244629, + "cold_time": 0.7024440765380859, + "warm_time": 0.04504513740539551, "all_warm_times": [ - 0.04487299919128418, - 0.04455399513244629, - 0.04504704475402832, - 0.05878090858459473, - 0.05613398551940918 + 0.04504513740539551, + 0.04663491249084473, + 0.0452880859375, + 0.04516482353210449, + 0.044580936431884766 ], - "std_warm_times": 0.0062471165407834437, + "std_warm_times": 0.00068895036907357988, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_numba.py", "rank": 3, - "speedup": 242.50471710734027 + "speedup": 226.39516124763804 }, { "name": "growcut_python", "cold_time": null, - "warm_time": 10.804553985595703, + "warm_time": 10.198001146316528, "all_warm_times": [ - 10.804553985595703 + 10.198001146316528 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_python.py", @@ -200,80 +192,64 @@ "group_name": "julia", "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia", "records": [ - { - "name": "julia_pyopencl", - "cold_time": 0.01613903045654297, - "warm_time": 0.002377033233642578, - "all_warm_times": [ - 0.0024411678314208984, - 0.0026061534881591797, - 0.002377033233642578, - 0.0024039745330810547, - 0.002485990524291992 - ], - "std_warm_times": 8.0464062837058088e-05, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pyopencl.py", - "rank": 1, - "speedup": 1886.6442326980944 - }, { "name": "julia_pythran_for_loops", "cold_time": null, - "warm_time": 0.0024759769439697266, + "warm_time": 0.0026810169219970703, "all_warm_times": [ - 0.004464864730834961, - 0.0025098323822021484, - 0.002747058868408203, - 0.0024871826171875, - 0.0024759769439697266 + 0.0030128955841064453, + 0.0026810169219970703, + 0.003086090087890625, + 0.0032749176025390625, + 0.0028429031372070312 ], - "std_warm_times": 0.00077042824163448486, + "std_warm_times": 0.00020371504688378416, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pythran.py", - "rank": 2, - "speedup": 1811.2511314395763 + "rank": 1, + "speedup": 1622.616718541574 }, { "name": "julia_cython_for_loops", "cold_time": null, - "warm_time": 0.004043102264404297, + "warm_time": 0.00392603874206543, "all_warm_times": [ - 0.006485939025878906, - 0.00414586067199707, - 0.004261970520019531, - 0.004352092742919922, - 0.004043102264404297 + 0.006016969680786133, + 0.004091978073120117, + 0.00392603874206543, + 0.0039958953857421875, + 0.003936052322387695 ], - "std_warm_times": 0.00092001797630864024, + "std_warm_times": 0.00081393329548531826, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_cython.pyx", - "rank": 3, - "speedup": 1109.2017336950112 + "rank": 2, + "speedup": 1108.0539867614016 }, { "name": "julia_python_numpy", "cold_time": null, - "warm_time": 0.16751503944396973, + "warm_time": 0.1801140308380127, "all_warm_times": [ - 0.21197891235351562, - 0.2111361026763916, - 0.16882705688476562, - 0.16875910758972168, - 0.16751503944396973 + 0.1836719512939453, + 0.2232198715209961, + 0.1801140308380127, + 0.186845064163208, + 0.2108919620513916 ], - "std_warm_times": 0.02116574252400126, + "std_warm_times": 0.017007942901845943, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", - "rank": 4, - "speedup": 26.771423366338887 + "rank": 3, + "speedup": 24.15282618508365 }, { "name": "julia_python_for_loops", "cold_time": null, - "warm_time": 4.484616041183472, + "warm_time": 4.350262880325317, "all_warm_times": [ - 4.484616041183472 + 4.350262880325317 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", - "rank": 5, + "rank": 4, "speedup": 1.0 } ], @@ -308,218 +284,202 @@ "records": [ { "name": "pairwise_theano_blas_float32", - "cold_time": 0.005486965179443359, - "warm_time": 0.0006971359252929688, + "cold_time": 0.004115104675292969, + "warm_time": 0.0006930828094482422, "all_warm_times": [ - 0.0009479522705078125, - 0.0007021427154541016, - 0.0007429122924804688, - 0.0006971359252929688, - 0.0008749961853027344 + 0.0009219646453857422, + 0.0007028579711914062, + 0.0007159709930419922, + 0.0006930828094482422, + 0.0006930828094482422 ], - "std_warm_times": 0.00010068497611155062, + "std_warm_times": 8.8684994432963309e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 1, - "speedup": 31019.385430916554 + "speedup": 32104.72514619883 }, { "name": "pairwise_theano_blas_float64", - "cold_time": 0.002195119857788086, - "warm_time": 0.0010600090026855469, + "cold_time": null, + "warm_time": 0.0013349056243896484, "all_warm_times": [ - 0.001837015151977539, - 0.0010600090026855469, - 0.0010669231414794922, - 0.0011081695556640625, - 0.001071929931640625 + 0.001363992691040039, + 0.0014319419860839844, + 0.0013349056243896484, + 0.0013778209686279297, + 0.0013561248779296875 ], - "std_warm_times": 0.00030455873364720957, + "std_warm_times": 3.2602064745157773e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 2, - "speedup": 20400.513495276653 + "speedup": 16668.768708697982 }, { "name": "pairwise_python_numpy_dot", - "cold_time": 0.00816798210144043, - "warm_time": 0.0015821456909179688, + "cold_time": null, + "warm_time": 0.0016698837280273438, "all_warm_times": [ - 0.0016090869903564453, - 0.0016598701477050781, - 0.0015881061553955078, - 0.0015821456909179688, - 0.0017151832580566406 + 0.0025191307067871094, + 0.0016698837280273438, + 0.0020508766174316406, + 0.002089977264404297, + 0.0020689964294433594 ], - "std_warm_times": 5.0253433522829222e-05, + "std_warm_times": 0.00026910952127415369, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 3, - "speedup": 13667.97513562387 + "speedup": 13325.019417475729 }, { - "name": "pairwise_pyopencl_cpu", - "cold_time": 0.675199031829834, - "warm_time": 0.002012968063354492, + "name": "pairwise_parakeet_inner_numpy", + "cold_time": 0.1569819450378418, + "warm_time": 0.014576911926269531, "all_warm_times": [ - 0.002012968063354492, - 0.0021500587463378906, - 0.0021088123321533203, - 0.003638029098510742, - 0.002165079116821289 + 0.015426874160766602, + 0.014576911926269531, + 0.015570878982543945, + 0.01642608642578125, + 0.014522075653076172 ], - "std_warm_times": 0.0006138134988764826, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pyopencl.py", + "std_warm_times": 0.00070504773602218026, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", "rank": 4, - "speedup": 10742.707923723794 + "speedup": 1526.4709846254498 }, { "name": "pairwise_cython_for_loops", "cold_time": null, - "warm_time": 0.01259303092956543, + "warm_time": 0.014854192733764648, "all_warm_times": [ - 0.013206958770751953, - 0.01360321044921875, - 0.013031005859375, - 0.012829065322875977, - 0.01259303092956543 + 0.015406131744384766, + 0.016390085220336914, + 0.015537023544311523, + 0.015711069107055664, + 0.014854192733764648 ], - "std_warm_times": 0.00034311405434901926, + "std_warm_times": 0.00049644537669631811, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", "rank": 5, - "speedup": 1717.198034798084 + "speedup": 1497.976598237645 }, { "name": "pairwise_numba_nested_for_loops", - "cold_time": 0.23346185684204102, - "warm_time": 0.012665987014770508, + "cold_time": 0.3295450210571289, + "warm_time": 0.015256881713867188, "all_warm_times": [ - 0.012866973876953125, - 0.012930154800415039, - 0.012665987014770508, - 0.012911081314086914, - 0.013889074325561523 + 0.01827383041381836, + 0.019268035888671875, + 0.015256881713867188, + 0.017287015914916992, + 0.017708778381347656 ], - "std_warm_times": 0.00042863418106092716, + "std_warm_times": 0.0013287545790549352, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", "rank": 6, - "speedup": 1707.306974117647 + "speedup": 1458.4391173896738 }, { "name": "pairwise_parakeet_nested_for_loops", - "cold_time": 0.16734886169433594, - "warm_time": 0.014348983764648438, + "cold_time": 0.16233205795288086, + "warm_time": 0.015399932861328125, "all_warm_times": [ - 0.01544809341430664, - 0.014725923538208008, - 0.01450204849243164, - 0.014348983764648438, - 0.015118837356567383 + 0.018687009811401367, + 0.01789093017578125, + 0.015399932861328125, + 0.015644073486328125, + 0.018041133880615234 ], - "std_warm_times": 0.00040378700633643606, + "std_warm_times": 0.0013442124031236775, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", "rank": 7, - "speedup": 1507.056410341619 - }, - { - "name": "pairwise_parakeet_inner_numpy", - "cold_time": 0.15027713775634766, - "warm_time": 0.014448165893554688, - "all_warm_times": [ - 0.014657974243164062, - 0.014636993408203125, - 0.014887094497680664, - 0.014448165893554688, - 0.014552116394042969 - ], - "std_warm_times": 0.00014549866845014282, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", - "rank": 8, - "speedup": 1496.7109405940594 + "speedup": 1444.8915655189496 }, { "name": "pairwise_pythran_nested_for_loops", "cold_time": null, - "warm_time": 0.015980958938598633, + "warm_time": 0.01578998565673828, "all_warm_times": [ - 0.016999006271362305, - 0.021449804306030273, - 0.017333030700683594, - 0.015980958938598633, - 0.016203880310058594 + 0.020771026611328125, + 0.019830942153930664, + 0.01578998565673828, + 0.016011953353881836, + 0.015856027603149414 ], - "std_warm_times": 0.0019911645523690183, + "std_warm_times": 0.0021844213502764929, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pythran.py", - "rank": 9, - "speedup": 1353.1558429933311 + "rank": 8, + "speedup": 1409.199069879809 }, { "name": "pairwise_theano_broadcast_float32", "cold_time": null, - "warm_time": 0.03696417808532715, + "warm_time": 0.03681182861328125, "all_warm_times": [ - 0.0578920841217041, - 0.03751516342163086, - 0.03696417808532715, - 0.03719186782836914, - 0.0372309684753418 + 0.05460095405578613, + 0.037420034408569336, + 0.03681182861328125, + 0.03994607925415039, + 0.04021716117858887 ], - "std_warm_times": 0.008268470772442818, + "std_warm_times": 0.0065402259114124874, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", - "rank": 10, - "speedup": 585.0184985713272 + "rank": 9, + "speedup": 604.4587823834197 }, { "name": "pairwise_theano_broadcast_float64", "cold_time": null, - "warm_time": 0.049751996994018555, + "warm_time": 0.05004620552062988, "all_warm_times": [ - 0.05244898796081543, - 0.05151200294494629, - 0.04983091354370117, - 0.05043792724609375, - 0.049751996994018555 + 0.05372118949890137, + 0.0546259880065918, + 0.055848121643066406, + 0.052690982818603516, + 0.05004620552062988 ], - "std_warm_times": 0.0010387087165005528, + "std_warm_times": 0.001967192926546331, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", - "rank": 11, - "speedup": 434.65045165927876 + "rank": 10, + "speedup": 444.61378978509737 }, { "name": "pairwise_python_broadcast_numpy", "cold_time": null, - "warm_time": 0.09984707832336426, + "warm_time": 0.10441708564758301, "all_warm_times": [ - 0.17253804206848145, - 0.10148501396179199, - 0.1002950668334961, - 0.09984707832336426, - 0.10080385208129883 + 0.17074298858642578, + 0.10441708564758301, + 0.10463094711303711, + 0.10488009452819824, + 0.10457587242126465 ], - "std_warm_times": 0.028777274546581046, + "std_warm_times": 0.02644721421224324, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", - "rank": 12, - "speedup": 216.5784750793359 + "rank": 11, + "speedup": 213.0995417358325 }, { "name": "pairwise_python_inner_numpy", "cold_time": null, - "warm_time": 1.8940620422363281, + "warm_time": 2.2365059852600098, "all_warm_times": [ - 1.8940620422363281 + 2.2365059852600098 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", - "rank": 13, - "speedup": 11.417117012106333 + "rank": 12, + "speedup": 9.949105098551412 }, { "name": "pairwise_python_nested_for_loops", "cold_time": null, - "warm_time": 21.624727964401245, + "warm_time": 22.251233100891113, "all_warm_times": [ - 21.624727964401245 + 22.251233100891113 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", - "rank": 14, + "rank": 13, "speedup": 1.0 } ], @@ -533,89 +493,89 @@ { "name": "rosen_der_pythran", "cold_time": null, - "warm_time": 0.004765033721923828, + "warm_time": 0.004601955413818359, "all_warm_times": [ - 0.005203962326049805, - 0.004765033721923828, - 0.004912853240966797, - 0.0049800872802734375, - 0.007377147674560547 + 0.004621028900146484, + 0.004739999771118164, + 0.004631996154785156, + 0.004601955413818359, + 0.006726980209350586 ], - "std_warm_times": 0.00097498023290960758, + "std_warm_times": 0.00083268415062862588, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_pythran.py", "rank": 1, - "speedup": 1950.9236965876114 + "speedup": 2084.461092114807 }, { "name": "rosen_der_cython", "cold_time": null, - "warm_time": 0.006125926971435547, + "warm_time": 0.006919145584106445, "all_warm_times": [ - 0.009800910949707031, - 0.006257057189941406, - 0.006396055221557617, - 0.006125926971435547, - 0.00634312629699707 + 0.006919145584106445, + 0.010335922241210938, + 0.011586189270019531, + 0.011744976043701172, + 0.011101961135864258 ], - "std_warm_times": 0.0014111072774664151, + "std_warm_times": 0.0017781880575731982, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_cython.pyx", "rank": 2, - "speedup": 1517.5200825095353 + "speedup": 1386.384618035216 }, { "name": "rosen_der_theano_float32", "cold_time": null, - "warm_time": 0.0070650577545166016, + "warm_time": 0.006948947906494141, "all_warm_times": [ - 0.012273073196411133, - 0.007844924926757812, - 0.007750034332275391, - 0.0070650577545166016, - 0.009202003479003906 + 0.010832071304321289, + 0.006948947906494141, + 0.0069730281829833984, + 0.007010936737060547, + 0.007091999053955078 ], - "std_warm_times": 0.0018571383932218402, + "std_warm_times": 0.0015311057348939064, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", "rank": 3, - "speedup": 1315.802011271218 + "speedup": 1380.4387566046798 }, { "name": "rosen_der_theano_float64", "cold_time": null, - "warm_time": 0.008933067321777344, + "warm_time": 0.008795022964477539, "all_warm_times": [ - 0.01257181167602539, - 0.008933067321777344, - 0.009758949279785156, - 0.00925302505493164, - 0.009509086608886719 + 0.012418985366821289, + 0.008844137191772461, + 0.008795022964477539, + 0.008929014205932617, + 0.008891105651855469 ], - "std_warm_times": 0.0013122117997136119, + "std_warm_times": 0.0014223771918942417, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", "rank": 4, - "speedup": 1040.6523166435359 + "speedup": 1090.6847027569195 }, { "name": "rosen_der_numpy", "cold_time": null, - "warm_time": 0.042135000228881836, + "warm_time": 0.04089188575744629, "all_warm_times": [ - 0.051199913024902344, - 0.042675018310546875, - 0.04257798194885254, - 0.043077945709228516, - 0.042135000228881836 + 0.05058598518371582, + 0.042207956314086914, + 0.04120802879333496, + 0.041165828704833984, + 0.04089188575744629 ], - "std_warm_times": 0.0034464431013134541, + "std_warm_times": 0.003714011547042114, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", "rank": 5, - "speedup": 220.62933790535686 + "speedup": 234.58436386746195 }, { "name": "rosen_der_python", "cold_time": null, - "warm_time": 9.296217203140259, + "warm_time": 9.592597007751465, "all_warm_times": [ - 9.296217203140259 + 9.592597007751465 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", diff --git a/images/arc_distance_logscale.png b/images/arc_distance_logscale.png index 7a636ad7d6897fa5dd987e45eaaadbfa1fe24a9d..7a3daa0f10c9074a84ea930ec83eeeac64019232 100644 GIT binary patch literal 56045 zcmeFa2{@K(+ctbRE0t!Yuqsp(MT88iL6Rc#Op=Be?|Gm9{r~No{_p?p&Dxf7yYA~chvV3fecz9>J7;AiSFK=LL7`Aq zNu4|{PoXS+NuexMrCW->v2JH&!v7ZA9FY^a;uYSHWUhjF8Oaklz5~u zh4KeQ>i7}GOF_Mj&X>zZ=jMi{rm}z5wTK=&Xpm3GyjdtDV*jZhXV1uJgeVSgoIE=z zXcl$yAiHqkNDH6Pi1COL7t_r>9rCMvZG_&ZUS|%d8DPlG&UJRqE%(eW zXTm9mB{5&3!8s?G$47VbP2383G3wjfFPQ%}FMQ3p`ET>W*Z!aH{(Fx>zgn~E z0De=mx)Ot=(9qBz#j1Ne;^I0fCROs0GEdFwJgDCuynXw20}G3*lHT;MdduNozpB$O zwiZQkV%5+liP3=9Kfx$>W@@b1On^&3Ak~vA^Wvufe(BulVUKm|)&*%5t!g_Jl5uqV z_U%sH(UAx3x)qs)tiwEG7GiO#QYd-seRV0)tZvgo8~ZdiAJsJ9eDOt5NlDeaJL{_= z&TQqkX!u&&)?j_YbMteXj?%7_8f_cQ~)M-D9t2nB%Y5O^z6! zd9weAL!+JF!bOWVu37U8!`?kqz*_Top9Y(jYHPI9Xt#G*hD}G2nSh2{$~595)@So??QLSGKZxS(j#+$dfx=p(}c$XXjH2*@7??Nl{2i{e)RRl*QJ=6Rz}H9{wxz`{?(Lz@rAH$ z=Q#&iX=-WpE4_k|GPhZU6w{i=At51GuU@t7cb?@-dkX&P?-DnY4;%*+EGTk}MqGoMvt@`T= zQqf*ZD3soe!&HO{E4!tun8K+2nbPLzA9-{18PI}<1ntygfr=+h^~Kmqg0Btuy;gyOT~FR)S%I*oM7*QC47 zIEfDCEt;Gf$gRqDcBqO|Q_x7WP^wQg$10$nALE)_@l1C!8JiO)ZU!8(Oz7-1!m#yx zetrzoH!?G!EyS!#zWDX@~JCD_+w6(QuA(v}uY0)LoOrRbs zMDNLIj@EC^1N<_2E-@9k`^$@P! zl5xS%a4U%fatWG3tqmDA0`-^_19BUf=!4eQ)^U9WUaW`qZt~E5rRq67ec5!%OMKQS zol4#M=FOWAvf?ur9O6O?nzEhK$depDeta`oLT7S)xm1`eEG$0k^b+|#sL7pbQpK5n zfp-gjAvwPfqs(`j!>45QTP{YRtIK%t(xpsPhk?{Caih8nkWjMqq0_T$zvOI^hxqRMYlxw}eT2{CYW{k}~eqfI=A zf+Hg%^KF*X(VaCji{s_vOS#y3g4)O7BW0OA`Zy~qE6#i)r{ZU_Q+j*NaKVB)G1Kb3 z7!{*WPY%Q=MBZ;ymGBbBU(L*nH3f*dWOAw`n0-mqqS|*?gnN)}%x74tIh@62Jn${s zTQO!dA88>HlSu9diS>2uF9f)cWo2b`l9^VrZZo4Qh!rF%3Ct{8y)BBw5T}^~l4Dhk zjasg*uGJw;u2bex6_wEneF;9cE%fd;5=K~b%qB;=h6e{fOR~CLuxVm99_cJ!v3j-r zcxFPanKELcUFYZRPsQD4Ul#yU`F-HJj*Qv7nnfh4&}Ww^evS?MpfR+ZteZwLEYFsj zt`#+5-S`y$DwT8rC4|S`RR0nKvUhW5Cwue@qE!-uyK52?fBd*W#vc!?RQz}!w);-U zOP3yHCLn{$DMXwuN93^`>6B~x@#CwRgKZyhq|_vhuVEnW2}I2h5_z6+VH z8c~XUrpeS=0^1Ht^%KV@>Z4TidQN0JAC5B>m;*eQ}B@v9_`KlH)RU(4k+mt-W2ip{86XD(UrWw%XDQ z8R|%1?^$HMIhA4*LoZ@W&+)Q_MeBi=`3oi%+rr7l;hlhm;W?4uWI&N(1cWv=fT(V?Ib!uGP zUjNe(>$Hk}cFCUdjyUZvZ^r6Vs2I9M^+wN4UxTHJ7|4UM(MHZKKQCrDs|URN(A1=Z zkNFHFmu%Z5A082L%Dc#qC-KO&rDP#h_XOezpFR77>VNjWW|t^;%>D-=7r!5WWm+he zYMQc9N$_V(dLM=I><58h=~s|d&j2pUBREfv_82DZ6B4SOtjhN0TxqnLRZP=>e-rn# zOYheMx9S15)W5$%V8fV4AWd}vuT&v|jw1dVfAHK=R8&+!vVQ1A4w;~+prCC%-v=bJ zf7O|ul9JkU@r+-LQl`~D)0zaA!W@h|um9NxmXq$RuIYU7=+UDiEw@-tdAm+_?Q;29a>xldIfv4c%3eHnI%lPng4uih%!Y9Ig?0Trl0H_aUR zF`Ok)Ey=(;j3;OOdyFYpCBUB)qqY}S^~jMc)d^b860Oz9jTbLoRL^!wv7q(|>_bG& zj34x{k}y2JakQ8xcekM6SMIM55_&U*D&o}mw%n8pHC6lSP!hne;?lsxZ*r1Ti%xA^ zJ@ke1BTNv`Phmkp0h7hXU$U~YX+3UOG4VRNIm!AOz#A&pmN8Ugc=t&O98pLzC?V^~ zWunc`k2!L0|0@7B40|N=Vf(LHEb8kz%0g<&Uq~vYm?%+IwlARk*)^o2Kvq2R3-8Kf z#>U11ebLd;)m!$3mxoI;-nenY80lO6<+&@3zqtJUtFjzz2t+omj(fG-pN-699o50| zj`piM)5d1k9ee&Q2Ioa~vHVSLg4L3^-`KLsqtI-M+Kh zQL-UoBqG*Z=9;Im)IK?&XA9JA$|_}29(u#1GU|D9@5F7vVuzm06+}Tl{ds`2c*0L|4umSU(v}yk&m#Cdh;HFZ7 zrW)RJ*2E-+#brd!Ww>zH>M<@07d8e42Eg-^%)+*3kvGVGh?er}FSdTj{8@U~u7KI06Y&(= zM-Hpd?#$k4H_UDzfF}<#%u2J_}S!ve3wgZKLZ{-(**02)DB)4-XHC*0Cyy)gf-P#x9Km z@<2op@7^639c!?;>*-nf!b>b>xUJX}+YCk3HEi@3NMssQfu}iK0DOVQt4Ydc5p{|J z>YbdO8b~?+euZ6krIgO)A&EN%EH0x}Doh8?UnhY5_H8<)I90h@46MqhPTj@xA3Xn# z&a~-QU%e@!Ux47nP;z|&MNj#13fuQS!S0R43>%jQ33)3Tj0vK)2|Q$3{mGwC>BWgv zcD-Na0HLd*6(W-@o5aE+Be}S_Wq<;bYb}A1s{^o~w(NIbH{P36<{2*S$AtBh{_w$r zW>Shu#OdUIGpb2=x^}~c3*%E$TjSMJco9iGam6i&IQ?UNm{TT$qzP|57LiMzHv4~|dr( z>e{()U!QkPTGZThhd4ov24%roG3vRK-CQqFL7g~z_CZTqn?8ZR2)UsTpFZsy6a-j` zFVAstraDhH*p!hG{EFnPZ`zn)6M5kBxYY}}7bi~KSg~;>*4$1Jk%mr`Ab=e$Rv{S8 ztyrWdQ1Q}!c<^9l=eKNXBR^-c^YlbV$W{i?kq4t<$_bjaMipUq4j6petT)!*Xg^br z8e;L1C0ja5pHh4IQEm7c@_Nc&4qcj-MQSr&PNnlpH&H0udl5;VKYvcckUilw$4~(# z1AOWm8rEmkImQZJ8hrLPKcD~7;JGs)VvV(JsB{(1kyPUz=m~U!p!xzEsfRj{L**zC zM78$%_3Pd`A8+qR4<9~X%`DvD-QvrZ4XidiItp0!B1j9w;GtCu;{reX^BEqrXb_Z; zl#JEPu;vXcdGC5c^w1#{GH!s+s}cWVkdD<~oqunauo*!uB{IZSeeK${r%s+s=V)aG z-a~DnT$7;1k1<@eh4(m?sl28pApBJjI+do@nkr)myvB&(PAxYW6{F?Z4gD5T^3Gh7 zXs|rGOD5j@{SwEI8)0*GH)JGLR8&-k zN_g~W3Q?L*Jbdz`)9P2rdlZx7D*}B`0hwaRYs{vxF{2UhNhZZFJPHhqMR7p3-P~kN zE}^SR?)McT;bS=q8Tu{2johO2aM+S?*jfI9a1jEQ-{PkFsb#vk136PNA(w~me7n@T zY8CK`cV(KTPNQ9o787Wy(HIax9tn}T{<7Hve72u-U`uh{EELx^skJUZ$!$-CoyROlO6$RDDKEP$v|Mra0E;m)V)ADzFZ| zJUZWM+nSmF$jiI|GVVAgH`SEKYzoOS-W)X=s6n3cbX=hu1crYl9l5}tQYC?hWMxH$ zt|t}e@&D;=M}HV=5Kq-xmz|v*U!QoqB{cqLdx^qRVY`H^yx4=booCrOIE4GgtwcrE zr*AG>%>9AyipS9D=JO)!ci-)JW7pe|p@1Zmp)bC}nv2{D;K6QG$O)pmb`@mKoZ7JT z9M+cHg$qA?887()H7a;9)a3ttjlV7#dWl6-wxvn(;!oWr{Tiw$Zp^jU@3sB$ajg_% zjsfl7Da~e!RnuOAH!=eEA?z}ld}azf7?)HG@Dg7Um`J={9>Fv9)Fwr)Sg~RR8APKV z(4HR^EWdeO<>Zp1v^P-<&##ILtn}Q%2MDI`B4Gs_B#fQQX8iHNb|lQRs1LA9dG0as zpF$C@g8!4sfLY|yS-^mc1{3-_I5^#POe$o7A=2p6y=+z#pPNo< z+%b&Nnw_0Rwzjh0LVh?azHqN5A40A#YO&L&J@Xy%-2lQ6vWu7dF34*`m3(UrJ&^Hx z_FcQUz~|vr%Dtp!^MXwY{_ozslg@G06#QxOEz1$HuXL1?p2BU6#fY`VkaP^UXhFHL zo?}H#-rEun3cZXS}-?wz2~Jde&pL`c~Wf9zN`4x-;J->uBmQspNft3RO`em z5fPCMn>Tm%@>*~r@W`XIBB785(AplIynH$9gBNQeuwjbvmk%W9;yDm3=()K--wl+x z=%@+dVZv26S$Zt}#d@h~`{UZn6NL}RrFyF46T1Zy&Y^w-Bb7NhHjpS})4rj;>;kV= zK@9i4J$s~p90T|a@8d_7X^j_n)!b+^Qp7?==J~N(MIf;_I8Gcma3K7fI067ZYdE@X zr;b~b>DiVlA?L}s*S{|K)~-C@Q)pYbMG_;<<WmT?IRjti@hX?bS#_TBGQX6Sd# z^tMF9m93w!_%6Is-2grubw{1qVVibOfT*1g4i52ZNgoU}0C))#3k+9WU$23xz4GJ3 zoxZe`4IEbeVEeHRYu9eq(a~A5Y*{RjFF|2v#8I+GMeV+&w{r9TKS92!8)CX*R1&$R z0uDPQ0Mv}ufIef_x};PA?P2@&Hx^j{Cu$&E6;7VKjnK4V-MUbOydFOt*H=ATSy_2- zLF`V`q3`ca8q!~pA`G9$g()CJNPYlMb*j0>`}gmqywB_DnVWDsY2#D-0~oafTMN8M zdObM;%5$-*M;3@KFrC-r+|7@4l&LS zyz9((s}~aZXJkBclg!FGS&6iNLQAJ2Dr#DP!iMO+vW(?3fd~VO z@v5(mB9y&8JPXj90?xp$uTBZHJptol6F=6QH|1y{A^Ai`c7$`MVemkhh2i(?daBPL zC8b$#71kLdERb3ZY(^!jLqdepZ`ymd;68H-Dh$z?kuOAEs6s7*q1uBm;wAd)Np+%5 zA{3Udo*Nk%Baz>b0+q6zM!gY<@bCl^A$N5noTZ8(0wIv`ZO>b%d0lri9^7g?Ai&GZ zOB)qHPZ=QSXK>lEDAA3<^+PN2@iw!%*(#ab$UOU*{Y9=A2j}1~Tvq zfX)bnh58#R-UMrDRtarNyI&cO8b=#UvodIiUNO4C&KF)W5D@CXU!$@zO&h@OH+#z^ zMdU#?ttVA>@s0NN<^jC=ch6{`7zV2r0T^Nm##10EPd(L)CXeLXrLSL>QgOf|{X0Kt=(1Uqn$^&`a} zKR&p1>((Z2&CdNIMa9Km?yTSS$lpI292gNuyul|%#vXpoo2*~FNs6S9Z5Cd4?^Zw) zNHMP$K%6Wx2z*hqB33bahZI5YF*E72a*PMU#H6??pGajFK z@Jfp>r^VB~4i00|7E=(n;>8)4niFI`KGf`|B#?^&KfA=C$VdUi9VZfM(mHgnyL zBW2)~m@UMuf80Kk8+fM0QR2i2?O$R9apjfVrqHJ!0cE8P_Pgq-!?$SgQBn4NbxemW zh!kb`g%E1OcHNJ_)I_ekR}W51s)AAHvRvrwkt0V4g{|cb1dRgO;1E~TAeUqKat-7* zb}iKh-yXjG_10Ct@01BQlr&c)jbQuUuNSqnooRqa&18PKIv@>?QLC%C5k;os=ax<7FAjL@!nUpsh5V%lRtnZ zQO3@Z7BMhhylj~?r&fu+`S@T9)}R8)t5M&gP@++Q`Q4>ROdXUO7SnSJxZmzyi8!@k z$~Q-n#ql`Ve{6e@oglDPpbCq3?$40)wk;DKGeQn#61ntp>B`N|5RIi6H;IKDH1@_8 z2nPvb*WaLqCz(X_#9b~xqCSBFqXIdaT?)GjN$w$0Airfh_dp3$0Jr|g$LGbh$SKFhBA1 zZ46s@-}M*Y*KhmY@yCCXkjdg0C1dE$xAxqdwx^;l)wS$`iq&=?&(AZeAM!s`|afL#vF zWyd|{!__Tszt7E%=?iGkCQ}2t?ZyJyh96p|CO>t8&1^5py! z3Xa;AItd6KPHz2EMMZl8Z{#H|@koE2NuzQ>35}>4{JAXj=D0ltS&2|-2~8`E|JVwp45t6r#H;Xo@~fMol-$}i~J>p zqO*OzdU2QDnKxg<{rCLN#=(9;y5lNlVMPEt;Ox71?qq}>K#iz$_UzdYzP`*rZ=j`x zsGjTS>FIq6FH`^&pQ?2G_vL|RYq!;l1A!$bUn1^-x(L!bbtg_e`JD?K!TXd)kD0%1>3s1qETcWUYW>7WLkm@wWi+Qps&ibGlkKosHR2*EVUO-LC*hJ0HCW)dcsj7ubNqoS>MZv^`_~3);14>XB*o%5yI{tHc6o|9{gR-EMQu{MHScs7c zwa2ShuS~!yv+Y4u)cyp*%tN;K1qJofnu@wlC3>jiPXK1WAm#31Wo0FpI{y|!4K};9 zUEk}ZB${jvJqOhb)a{_q7cWw*+fD_#0B1=Bw5?<@0Rb= zOg{_p>2sV~(m|`{Kcy<*AqmaP`x6z3Y0;xSh;m6=NNGaiJ7D?+fw`u+$lL!nj-2{? z;P3W;K2rpr)D310>%k&-#=hs*r%$Jevj7!|(@43bF9!7nJtHR|j6o79-;=iRY~Oxl z`SRuPG!Qq3;;Zu#q{Ot$8oK$IM<>D4bLGU;l*SZsCXh0Ms5;zQnY(xGk|dcJECF^) zI0}}pL9Os5kT7Hl@(dW&m(&mNCux<5{PcuG;#NCFGD#jk%#1Rr_I>J76(B)%VrF=G zc@G*_kbK*Xm6ntH z*-x1_W)kO_0!j?Cx<#;3EKt5!kR`um%N9~RK(OKLdMipa46&IJg){!V5-%jZa(Zcc z2;2(7OUha&_XLCC8Cu7vUNoPrIEHy`e8jfCK!R&Q7uWIVR*WX0E4di<~$ znC@5aBm_A!C(#AYJQc306N4f`Y#tWd$V?qts=a-2P%qdc?=aXZ9+~8NiA|pLhI!8@ z@I6x_#5@>GF}6e&^kc^5g@{1|5ZB@h%ce~Rj0T$b3om%1*vo&mQ&2EnQBP>aKB)L9 z5lA0JEv~TJCDSJ+q~IyOF=KsQrxI7T(HXR`QD!JVu^>sg<`xZK>!L=_Rxo|s|TXl zX!Wjuc|b{TGRhsoKL7>$l?Kn`Cf?5ZH`O+$NC=AZnuMj2Wmjx{705pA zR^pOLuM_wsYxanUkmN_Jh%kSW1ii<8ev$aR-5|(NIeLddoizfVFgf5h7c1)g zt1~fo_H}Jqr_D>#8g5)(24#0hzF`iWE%sMfF^=wA7cJP-d;we&qA1lC6`FjXN_w*$ z#0C%MF(gEQSx$jG&TTI`15QZb;iDD#vnSdENku`@4Kj;yMVJ&k4JsH0ek@U<&>e3D zydyw`rptiOT?L*Km-KxDa8($dqOvj-a2!OOB(4D9TsZ<)T3WW}?|<~*!MUH?9*zE7 ziBZY3Bh=9a%$+wIm8V2YrX?=ot;!l6<*%;MwX!$r5pCM7ra%BlEBOF7plV8lX{8H$ z9iHAhERH|c!UCfR(UpCc_xmkYSECtWJ+OL&a3U2^@7GrXJ8@RVpVq^ zysIcb{}_t*i{mR)g0*k6dBy1`W|F{xM&^&N_Y=OL6eq?$aEw~REGH{|<2MB0Mq!VrD6p4cq#fn3{NylyBVe6~ z)ps?cr5_u12#9Z4cu!uIez3j?0Nw>si}){2Rpt%~(Ufih$+9C5?+7j>(*)F!T<^+X z#)mPWbnM7m7=%K_1k#`i0wKv5q~z1hg@$|-Q&=6+`u#hb6xr0sxVq*%yLW#UpPP_H z5ddH|{JOvkxeZ3z(eEBSb#eQMQ=%udp8X*FWI5?R2#T#>Om}->-i)x@CC1yYtr_SwE zSD<0?kl(+5-*)qYzrQ~|yGP$Nn<@Y1Djzn{(MpBYhO2{xY)-&L_i|RV!RDpIfOhuy zcMtn1>|Bk+*7qLimUYR6Ejws@gT=}?5RvY19&`=l&M6-~dKJaC7(WON)X|Rs=&?^C zNNEI_q8uB}urU(67oiul-Dd2F5>2oZVC^V4gihcCQhUR*a=Vyi>IS3sXHp@+O|hGo zSDyHXl$9TE+NT}{0*!dA*@bVxHH6rx9HW*L0d@>%pC5H$CsHDbWyJdf?^b=?9AW=~ zWHvA}#{)eT78gr{xvx3KAR2~bZ;XIX>_I3j6_X6k%mAEDHqFiGjCPhELs_tUls^Z4 zqm9s8me6ndh>ZfL!*8+yTtZd)MLm%G>Zn8H0BJXZwMHe?g@B+!=zpu0x91BiYF~#F ze`x`W^J)0c3F-zsNhEabkB<-8V=&!Pr(|VoAia`Z3)HKOo)N;?Mv-U^DPVPO!Z`NW z?mzzc69^kotOmq#TvEwh0;`a@`EA-y6MH&Bgd%_#!KS2g>gwvc>*4VQ?1;3hoOCo? zrf`-0XE-vLW8?^x1Fn1qtT)k;iMMHPrfIGU!}eoP=n_;0QaV8gN4)-I?WS6^F{nQ%bwLlhJS;;|y$hDVRWP_II<*Cx|}tWg;$%NpoH z%1xqYm>ETi&0PH0%C+h>DPnEQ?6l|9ZqVHEqo{7 zOyU~S8K0S+KIk}nfxt9SynFWSAwU9358;E<4Lvs!N*xsg$<1(9%bXM5?cB`R;g#H{Ili#hm=d0yWLZCLCn=Di6+j*AQpBW<#*;95 zQ|^144;;nE1{~1433wikVm%7R2fvjszg_-$#svXtviTZAvfG?183EKbRiLW@0@Ol# z7$GsC5Fl8LF!`f!osn7`IlJoi+MOeLix>nO${=GxO{oCeuFvb=tIfLC1OtYW+~=Fi zm=;mBkVZ+7fx9_zf1B~xWvzSP`wM_Bt572mp+lW&9}hnkp}MfR0jTQ?h8&?&(hQ_s z;eN!(OsGw)Q>MfAae!a#gFbzuNncq{v`|FY zSHA|DELXj;YUS!0&_ybCBukGmGApY2@tYNU-MSds8+u>QeXK4_*~Rbp?uW)?S=jWJ z{&wKOe=FsmKY#vIb}p{WbjV1vH?%$>ucYMOAZaM11hLK2bbd3|f)FFg0u*i=|1NLpTT>bHMCpHYkPV7F#Z-V&H0)6fA?JgHHkj2#I*DCbM!J1 z%mk-IQZel#8ZLPI`1pd)gHzkk@2aWiKXmw~v^%0Sb0`Vwo(DQM`TFvCQt=!9cf_$z zURK7WN$!9D@A^x*VX^vmo(M3FwCDDbl95riwni9w4NqGF%=nso2=MTQ+RhtP+yfQ= z3w{#16>ZG^PbVoh#DDWnQqqUlkacr4GpEP<&?iqezkl~mkV>o0^UiSmP3~LU?@9ka z_tL6_je~=em$#x;pEe~H@^Jg0izgJJQkc3;^B8IRp}qW0xYI(&UkxkRkl#=T`1<&? z_VQ|81se!w9gIAb=1ibb{7Q4heKe1Z*R=Zj2Rb%-W!E|+t#)GGYwv7i5ycdoozv65 z*m21o*9#)sH@R!9phaDZ-(zT4pBhe2G{9%$F<>WZzsxQ@p@15cq-N-wvD2s4h+-i$ zzvV3GayIEKdCY)SCIgF1kk&$qro-OvtN*LJ{l|U(&-ku+?v+EwkereOYeBBhbu+f@ z8jG$_ia27gAKxuvw2|}Vy}Rn4S9_=qy;{NJyW{)OwQI^Zr5u+|dB0?F-|g>56&JtR zxYkHY^}@0@*G2a(e{j7}pkv~iVZ!l0U-8=TwET3V{N3aI|BuVHc=m$V2izdJ0oJk6 z!d)R>wbsp#ne6piElTMsQg@)nu!9;)2-!o8wmxL1Kue)YlTwsIN!cd)a`45eQ>Tcl zkhBz|#LWZ(s(OBG8M=mR`YUK}%X4(6(2JWOp^#6*CFAu8y9-QW7DvnOlpr3umnP3E zD&z?v4WdB~zA&O)qB$+dy8iNh$CSUk0K>!9q#>4MCMW^Kp97*Z>Vp6zMd0SxS9?L* z;`;^8=!PIK*Tt$SpP>K~J`ZjrDd1~wHos!KB6GCZDHD>Cw5AX*4%81V81o4kka7m; z64+S2^&;`*o0*w4YtM^&d2@Q}#{S^iv!@)SAsLwrO>VH#v8ZSa`B##=BJEmGx8W0s zLFFIW(BFh!ZrMS*bHHD-= zFCZ_OTNExj(nq19?I?lkRe_3Y`#E6}$FO|49C!jk`4a~;kpGn06g>lj3WQ&_!p$~y zeFXHpe7T=!BGs=UuoJD2^eGZ57R5QjBSKmMWTdH3$!WS1#>Jg^C%EV0U2q_-?R1K$Da z_EknMTq+5qM1(f0pqG(bPz^=G_wi#6DJKX-2QPeFgV~A(z3kL_@6ZP5Kc6RQ4^ClQ z80QW|uYv*+)l#Gmywt?7$zXw18x0*^m9V^|5f7j5UY%xG#)8hV;N*r}GwAizuOU{t z48B>mAfA@BDb0#>FBcl2VM9EcQ363kSLg=QYJ^vzNCjem+8(wze#QhJ^}aue!EP}x3@ zowKz~XUfn45bx>f88S*sMU5c3>NEPNosUz#zi*Bm%)}*O zouQf8_E=*BBjYY9Qm~>eojB~GqoPh?f-9kvC89nYiL0F7TZ1-h&n+R`)Il`R60#HC z`-Iio1fKyIo4PrG$n`+P+ya9&urwb{Iu--vEfW@d=1M`C1UyW zq}A_Bt2cKLBA?){{-Jf~W9v{9MzUXi%{j~=NRq>-Z~MdAphuB@!{?!Sg{7sW`@eA> z(U|OUyLBfkin6l?h{jovUE66~WNSLRsnJ;^1&Km z(j|=7Nkkt;=;z>uv|%mF&eBeVdO}*HiGkgla1o^O6)ZZ^j)2Pi<28$5lr}){AdP2e zk+t`m$KF<@=Yq%yG3m3l57fa6`4?8^h2!|9JiW}Sh zaNqnFfCRW$@fxkxGc62mXAuBN@FeskF<~trRJMACb$H3f`P&nuC)*19FLR_qTHjL+ zGGj7)R!T}rQr=jGqmZFu;^IzY^?H~1{{EF^3zXN~!(K;=1o7M;Uq15ome+GZ#3bD# zfid$lX~l7K&C+rh)t=)pg`TkHqD1ijaMKz-i2Xe@0t@5*7@oLH8EaS`0P)7FQj=i{H% zHr(J=ILAn0Ay7mk)$CzehXS0eRfyvt!|SwIX!qjYy5?N%A8=3~YOuQ2sK2=3KQ*HQ zQE_pVU>~uV+4Me1_3-iXnniW@7MGSL@F&uWfM$`|)$3uWAx)RmZHw1nRx-1sb7*2aPC5UhH(ap!n z!4ohh5SQq0wHB=zqQ=y%mRaRDyMMp)4yFly#&EE+Bom@tX>?Co3-|T;A479qQVvze z7oqAFi_>lD@1iwmJGoDQA|e-}g|f0=e*PCqx19dYavW?K@ZW1HQD6|UY*vs(3FJhY zxsZrV9B?`gd3CJBDwLCuxPgYeO0;y24m9b&s3_E?MJEZW>zLjA+e(ikq=IS99fd4D z)g(*RGGG3ZoVGJQekr5T0$9~4N+bLH=LOk3dB;5e?fnxBag@x#xAbk+8Og?9IM6~_ zFqw9sJx_k(^Qbp3;|5?Ok=UVH{*F^vSa-Jno@=XrS|16$T==QuXRX#% z^Z(R5@!e#2u2A-X?q{zaMnPb$aBS|IloIe5A6p<%paRgQ^E z){LH(=G=My+s5bO9nu_%8{e4g-2fsEp%D=7a~=IwBF}`?T@^37-Tx9bwjH<$y?|qFdaX1_QjJE)ssB|T9G*=lS@+~AdTaslEro*_$?Vp?A^JGU;I&%EYkXt&Ne?U**qeF5A zYF3uHL2Dj98+uW&{yf>5;^1y5YizX>RV3OZ?wYWMcaC>H>q|>>T4t_e7#f#;TEf($ z^A1rmrs=@Cxtrr*m3T6O8}+|-Ke=BEniACLrPF^AmH(b{6XfaLR~vgZf64DKFwV1o z*(UdAyZ7#0IeEP5uX(LV@Ydo?ANM5kM zc89za1YqV40XfJoZa)Irq{&|ot*zv!{ z=Ew6i|1V1HTAd*EF-pPR@R+UVIQ?>7cA!|XY|neU#TaBD$LS}}nn16CnfMJQD5X1f z?HS!|j=?9yE`Aa#ufBn`iV%+t1wYoYA8VVczv_r$iTPb^Y>^MsF^onq4&>IO~ z#8N>@A?Ba}M&0|UrpLFe6cfTvLx-qwhFdLI0@WY|2UeB2o2ZQrBw@ZUv9heWl$t zwEHZzv`EviNTYsu{hN+aTzmD(_Uj!F(M60ZDmsexQSHQhG$Z0|K0ibgw%9 z>V0TCZEWQWvp#rQ9B;SkHoEMGX)CMrJWcyzeUtKx8-H_+G`ceW zA9UmYq{?TLfy08R>`i5walS%aRjHC1DLu8N{noT4lHy6*x^fpUzG@8rBaiOon*Dx_ z*8b|Y7P<~JuEt%xh*qnR!?j?qv-i73IZwBp_PhU_EBv>(_j$GYSfMag+CBd>$Dm8{ z^2@B|3!5YZ^Tx_Ktaj8bS_3*VDy7;j^IQMA=KcTf$K>5Xw|`Le{`KFkwZDDD;HB1Y%0yf_eN+F%xu0&kH&BPzbNa{o>5|8 z&FqeeeS|YhQOr^PA;$Wo&vTOh3DGvl5Di8t=iV&D0f$oFV7y8;zTt)z0KUEg9QsbF z?>XG=e2*SKHbD}NNk~9liMk4hO8l8Oepw88x3DH7d1>=v)o5<-K6))nCIECqep?hBcLWq$;-(-go?QC z({QQAhs{0LX5M*xA}ZshmK&sD0+(eADT{>H(g*`4pzLu@u*&Z~91P@qPq^s4!yw-& zsi^!67rYJTVXmiuNiWXh7jVGaP8-j;Yz-WBn~*!}R1zelP%+fHA4E8wR~V;hNqPNr zOTBsH#!&FiPSCx?)C`#Fh-11G??1&BJQvPJ9Uy29~78hMCy4WnJF z#=Ee0N=FzI#mU752HV&;8Uk+wl*SvkZqf9ClB#Mk99Td)+Hs5=yA;fpUvOAl98C4y z&_Z{a4=_BBjg6I^D1Lq51h=0wzQ}1DIF)GxUBSeUCS zHI1YJ#W9Z4QeH!D&$jBhCa1l}!Ea>M?^AnyoSagCZW;>aFyc+?+L26JD*5(P4r=1$;zK;TaL1`zbzIV(Iz<*8Ie3zozbP z6XN0}jnZ&|_FWQ6@dlTUZn$r5b1sCICDwgHN~0zwS`N_`K=A?{YP4RQT{CG5q8op< zZE_hSCu{+pDMHdmF&+U=Hy65OKl7{-r}ZVdO}Da6_UO#TVE?HPTm&xAcAaQrs*ixb z6J3E|@#WC)71u_Zw9&Od8bh>f%O%hV6@qq^@MSEQ$icdUQhju2Y&zUDE-q3SCq3@Sgex2XkX50_c!aU@ip z`{s6WTLsRZASZS-UjA9)1nr6l7}y1S;5#MkH3=PX2JF+$QYDR`HyKzHAaRou&>^kN z*_}x#1b>_W99ZJdCyCC#UGZbL6y;0kiw4}Dk4{`BtK$Cs$0Lmr?bt)4_lO+)0PDi! zdmh*45adh>z1b%l2V5gbPZd6wxC==rKjuerPw4c zAj^0m_-lSE+zwx$KSg4R#==d#V)^oNMAR3=qy6soT7;S}IQTmX(AbomG8_}L#JMOQlB3;VG1GUsOGaA2^wy zT9^adlng{40u_#&e_fYqPKp(BPzyPm1K#9=IP8Jz;QNV^ra%edQHE``pmNq3vF2234t^789y)^t4d_Ff0QcUqFirG#WQnSAWqN<6^$x|6Ws*N4h_%Y9Em}QVG_HXK0D?%r$UY|01h5~w_bKPlwLCP z(C#1<*%g_ZR32TLCzObcv03jEVv_Uvty@jeUt#Wf;6umHs;?2RUssT+Qk|XY5JW0g z!>)6LickW@`U0j?*YiL`Xy{w~GGCd99=2fNr%wlAWZ*?tLOY@;QO^%RkvNSeHM|LR z)V<<1UUJxWiWjDkk~L{_Yi?A>ri8!UTbla-A`{<-Cki>Nk>DE7IRGm=)M z_X8DP;PUkxL6xhahPk~o2Md-2zcwHIH~8?HCkRPQUIhxR+22yl1Ia_cel0+112q7d z!jckx9A=q%zYEc>8gAwyP3OLpYS)Xuu*k_#p#f-dQyu7mx#0{<(vGM+Ow6b_z2Xbb zkz2ohy&ifmE#M0(Ay0y1p$yFVa4s1V*eCcMwp7+!2`K$B-6uZghJL&Vw3BggaTPb% zemN5XmC^wJZUV3mXH|#u16+X&h3tM$kXAP9c}~DRPNoiKpP39E`i{+RQ$#PnbN4RqK=xSh zf%YG!lh{=XN=jH&GwbW4$~ySqV%bj)!mP@fuGxw6YoA}t(2T$leGyo!?dTFcKtg&3 zlx5nQz@d2uK0HCN`-0=LZ7_tvGmI+>T06Ep+q8eKsXi2CE#f;l4UnyBv$*T`u*66v z1L8M_n5~7@=iQL zGc0rUsrRyaGEWk_6@ik_hyoi_1n^5Ij&by+p{@f5W*XV31-FgkwO}aIv8u8 z11akF8Nl8n=#}CG>xBLgU$!3Z(<3=664pDf4Z3^a1bSVFvtV{4Qal=#0d#vSOG(`! zlOfHWalB$EI0N!l_4Gaf5R;~yY+~s{ypyUx8`A~Pa^R?u4)HlPV)25pi5RSqCN%Ot z3EeC+pPkr!2rL8viXT$0&dtpfOxzJw%ON<4#N>qZ?<>%|(G?S$P=WKrqrg_EoBu$I z6+l;pw#%pz8Y;U;j}SQ)hB${ZGBTL>3_RJQfn~hI&~T&%GO8RoEe5@fOZ&Yj1%qw^ zGv66=&!SBUH@c(ihs`&JGyMbB8Msvf#n5yTg;B~x>#7|LWJRq*sx>>2C~-VVHHQC( zJ(b_SSGCcmOcaNqy&}g>U?p^+qkATu}q)=e(YYj*wj0uE6)pDH=vaA z&hZ$N12v)ZKOFU#zLR@3PCL8qbdX?q!==`H?FrO=UhF!@dmX#??c>j#tV%qMW@3MI z&Z=Sj9g*_Rz$AAX$6nzin*ATP%`GWwv-Zcb3rd~?O~nN57)}XOPoZzr3vk{T;5H)Q z>xw`x{s+7ffYl$(C;t~!ZyuK8+jf6nM50i}N~k1cDv4w$$s8J0h{#xykcuc0QJJR< zm57Qokg?HFD1;KBBHyS`NfW8x=WxHzAMdl>+xBd?o4T&^JdS->Ywc@q|D)@t^$bmo zp{glkpoXifJaOsOI~7_YgN#V7HpcLM>&CY$PK0op`#1)ncnVfxT zJRb=SU58x9Y1nfjG=WNtG-!?(@eFlf;d^Qc0;k9e$T=LvhO{oF@toi4Ow9);y{W{cyS(Zpv&duGb;?#x=c}(vVdSmXH+x(6^{j8<~ zHHh%B6)rroW`*B6oX2&%q8=DLl_PszG|wg-&;f{$M%RxWvJ-J;$5RH#@Bi71HOm%s$O!J zh}b#`fkYYN#S=PZdEcEGw_S-CX3*JJ!8&Egp-ziE2IcteDd{;KEyrA+AH0&Gjn`wy zf@4VMlswfJvX+np|D`CJTCqrP81r^Rbn_k zD7vZd`Q+sH&DhF~@%i(vIA=-A&)(NImA^a^x{47x@f8^0N&o!$^GO7Ir_foRMrU!2 z87=3#RD*puCiVv!8>(tNgUCqY5N4{l{^7pq5i2henKgBEUXZ?CrTO?=E>L$G)OJ|< z$7dI|-tzfNyfQ`b`;tANx8XP##N|0>)MC9|?l*>S&5$Dez$u)o#huOm#!WS>>G!NvXzEL+}OXFv4K zq!R~bk5@6+^vLw|n5T=}9`+O$GcR^wL34#o8ZwzID;t}IRr#WBBoR4K>;>s$9r#Ek zbrRdijSTfV2I&aHtGx#f+}t^&wf8GBc8G`=i)hz4Z!P#fou*lF)(>f&SlhKUJ*1{< zek{+~&2(FW;Qo!H=)zsNWmXMjc&PM!IqbI`1+^ct-Jel zK|TH@A%GZ{Q*us^ea@6^R&&#HAND3Ge}`$(!oIE}T;6BgJmo=-uVN3wrnLDf&)+RlaW4hlXoON@;{?8lWfMX&8={q^XMr)4Tx(rIFSV)lq51(o@DeGlB$ zFs`J3=8jWyJ=WEB&F|c~vo#ND}uUHYeXoOAhX{~QeAgBHP z?mF;n%ZPQ`MTN-15gzCjwYx8CHe+ReRZKv0NMCFJAzTifG^xm71aiqdMymfm_XOcE z%gb}jKgHlEf#h#cTDP{3eXceoY`om+{Q~J99#aboHnsdGfRfN{^>!ankJ z%Yq#XzB3u6HPHcnvb|GN9U3Fkzm%@;nj>36Bzjs)5(%ej4iPN7MSJ>CBA(T1TE-{d6n z=Upp1yERE!!ncrF?mRKR%g?9~yE;btG|eV~&7|o*e1Rt?&aS9E#il)~a}I{Rcg@2J z5;|*FWGmkbkL1dgx`R@$l3>KKF2wyb*!c%hQQS7Zi)a`4!q@pcy4&sb8xSO{I@G%S z4p^92b3v;lXf*e3^0q%Sz^IR6gB-%I zMNrTD!XdD&1U!uhRdcddoyg-Vdp46E_X=lazMe=`Tq?RZGnfs;B7*T$=X>Cr&jf-de zYaZYNFLPzZC^q~=cv|y+BSA{@2+vMyX>IKVrTBl~FK$b#VF3;clizlGb^tXd%EKz}d!Zrh*83LiP~^@O)f9rwPH+3nYfE3yTfN|)^1 zpCA1y&gZYQ7*=>$Q~#y5=}KKo_*TXN#GX5AdOvchK}50LpjP1#EX{3T|eSd8G0_eCU53$F{W@{9=Bmum)0p&I;mwIh=0akPdHx2E#2 z-birgqF57}nE?{QdEv^y3;$>TkI$GDy_xU};phC@XT?~F&(F%J&Z(`F!WtcO8wySw zJ-Yfu#8j?*82X&}xaoEBIeGJE(Z@~BCp_4vymh*Xd5=h~ImTgci~D<584Qp)xg;he<@nH#Pw!TJ@c1*a z;Y>>VwoHL7Z5kA_pfbg?W+&TKjF?^+m|$yq_3BlVU(Xl4N^z!MjHDMi91@~5&cNU$ z2tmM%ly5by-ky3%x<$6n<7)Z8wd-im|knbfz ziAVYQ$EZUwi#kA(oq5hID)_$lR@@fC@l?2WUkNuTvdkr629`a2{`_7GJ1}13Dy-S= zZ2xOupSJxhRy{LmpDsb}Z&r-^DCIr9=8J*nn(z#tu0Q~aW7nzts;eW)&czeG1G&9! z?vh1|f-pi+oiwQ*0K|GXH}j1R+q--Ae#dFec=l}n!?2O|cX}9~lQ;bPtGlnw$HATa z+tMib-n~1X&zL|VFeB2UEQU%jGjtqqyREHl37K2s3sm7(s*ho9DRvHnwY2WBUQxbV zx3(dsyV)MvMlxbas@z_aojfk%>C-!G*|O#9+iQblgPR7_RDYZ@%r@TF?NDAXi;O*i z66^o!?-=aUqNQ^FTq)K+m6Vrv#9_;uqJH(e8^iVYPeEm2drL#o*wmDfpP#hg)(kT< zc@-5E+mJ3wquOn_t-{S}>#ID)4)nZ3@7}#B9EI2VunYb+15WF^sr$x^`Bjo3#Sro* zhF)k*r12MOLoaF?GRlAA*zx20gl+#l1Z9uR`0?X^RTcNA(Q+Mj)2BP1$!^A!ZTFpz z&KiiNVv#{J^Hqvi-K^iRVdt@9J+U%87Z=x+?@T61_yek|%1THKJd=I_Debv&V+=)# zbfm>zUhw^g58ESIaY|k>q47onp3(EGMlMcva9Ilqp{=8n0XSiMid@Eojq0F59pGs0 z0fXk}?V2@vw)pFB3JZ-jy6q^{-{tS0Vm+?eGJQ{OzRlT6ijtFj$3^z`A4^JniHRjZ zgOcq&gICO&)d>uH2NOa@!+Kr*TlVSGPQLy%`R9GcuH#R1=O(kh!$|YUQrf<6{lcBD zY;bd%%@3y4?((h|z4H_Y2h}rY&$ zpAN*mew4L+KiE{MEH_2nm2!Be?3_2LsT~wcd{WYi+7ZRY6yfc0L`~9;( zHa6Y_lKfl0MmH9V(~kRWIN7NYN1FV5DNXS;g~rE7bO*!24se~9zQ5(h&ov_9#a4ZO zSH-B9gsUd5h(x|mAK7ze0U$nYJd-YN{q4;rVW3B&9X+o@zF)P2S%Np9oDjdFbrdT=rJq@@{NiH%k0-P>k* zN2luPp8#8PU%k3d&FMztM+cHv>}09*B>@MdwTx@tbS<7{YpW=G`|{rD-|JRA$jZ9^ z=FQ0(v$OhcZSUN&14`t_qpNnF{k?`}d^|4ieTlc>k>{aJ7q2ZhjYD=g}v3bZ$vl z5LyzJRCHlZ(4PqkBT0q(olSKW)|i!D;>cXK|MJSvv)UI&Her>6JJb}$&sP12S3eYh zb=i0Ww@>ZRR#}>uw8P@(6zjAq>RKp|%(22{PFIW!&D1(}*ml^;k28}`>@ZSQiq8#}CJFmHAb_ikEQS=r~ZvdkylwJuGV(70Y9 z|L3D;&om({x^?p3RF;~2#Ru4ZP=turl`FLgPDsx z>EnWe6KAbHw$6KT{rYvNwWDx-k6*kvWTLLH*F>F?VZ~Ahk00;VBD4nH58uKTJvNy?dTj)7333e;RBo zlVb|t6)VObrKkI1&oGO2bJ@}a{Nh=SIAjZC2C~UBLBYZ04+DEMu{V=TdVS?nWeVE} zGK;0TxdMAEx|`<@i7`HqqIMDUOEjPa&o!Yli<%mP#F>t%#@C=P_zm6E1_mpV| zfi{hU04QvdnVD%~^`H3$Rxa^SOmA0^D)5*y0V5scZ#tI-RJeAuaL*Fi2W zF2B(TtcH!xk-eJw=<(xoz~P4htc__DmOD5YjS2}u_E1hQ`T5&7Qxoe!Z$J$rnIlY0 zNKmu1w1mKJgDsQAiWLJbcRX{xH0H1w!6RHpiL>h~nZ{i&M@SK$>X{EXSN16BI=of&Oq!Nm|8a%hl* zHdHL@Goum?2zZo{u_GrZXEmr7O#f^^4z<30`?9329lXYVlGNn6bLRq9O=ly6SnBr* zQ&_QD@j_hOJnpvUph1Ir{jdugH)q5N-ME;7SDs#8=6svVySxv6^%|ZH=3?`vO`E21 zY*zWJd4`d+e_>3B&EhZc)Tv0UyBqu-WE5>BJl|)IIPr=S{L#yohx5lC+VW;_Rcv|u&5#674N?t~#|EC40i)0phL2>qhCcM-bwKQUr>q=+s9Y*P8V^X`0 zUY+Yp=P-@V^*mF@STU;ZFZ~Mc%$}FYo&0x->j3byIN5VD7}RoC*LfxnCZrX_E}Y(W zhc6L$I$!Z3an^|40lj@xD1iFZ1(P)Y+JuPv%=wma~=nG(J2cYS05rDJm+e`#G3Bd1_p{7o107 zC&V$1&aw=uEA@__63v6F|-1FwsM?k^3C)#AlhZ)DBjDC{sY;<{@_XpNkFd(m8C zgZOZ~%X3h7Ae4PY)BvwEHnDar2Y&g=tr9Qr$B!TERi85|6^ zA3S78n=H40y?ebbZ{q716BXTRK27yTkdiZ0MgpKC;qVd=PM$tJg?u372IH0bX*)>t z_gfCIi<50Ge?(2T)Y&=vr#D8_n=Pb#&wj<=$r0c_x1b=4dk%)nzU8v`hKrXjl@hXS zZ>?9O&Vs2c{6kzq3!lJjKm2QV;D|T4TnG0X5cj3_xvI74oH_os!!iMbDt?9In3n;i z6v*2J4C#0L`0@1~9$Cb^8p^F(w{K^>eXE2uTzaxsZOON9a$MQ9EGK#W1<&5N_=JQE z%-JMXUQ0cdB9Zo4+ZN-nD5luGru0MKq00dOvjN&|;-g4pd+C!bS@h_QAN= z{qO?34L(tq4<0-?odEx_tZX+|{d`13Tgq1d^XCUp=7=qU*qwD#$y%E3+veNy_*=Jb zWgf`}>B=Z9Je71Bn!K0DQ1fdq9pL0PLZ|Tcg4k}#$T?fUJ6*hZF{xW=(JePAegx`{ zTMX_}yYGeVyNA=Y%X`|6463^qG@5|R(gcHhxGOw5I?Ouzd)Z04?^Px*(k@PB;jF&IF5v!Ii-d~r&CNPI(%XXp% zD52sYvS#s)E^l5YXXRz6Z(uO0Dwzfw_eE?CemS@wK6x^L&@yFkj|dbQ>^1Djw(i=O zTYLXr;}SJn(Qi6sBy`Ju4m19Edxl&fEq}tJARr*Xh%1*sXAh*@we1cG4A!GZk0g={ zk&zki-u01|mJZTBIVe6<&$-v8O`C*!SA8n&IGP9PoIe8x50(LwXlLe=SVB7!)OUO@ zx)7@7>Bh!wyRY(WZq(7=e;V68$dRp?lnF27YW-ZT(oBLQkWpq_mV_T*+du zMRAL6TYOIiv1UtIdTy>f?C7JXPp1+&m#$g!IPX2ZgR7I%J`{wTzjLeP_nPqDIv|9R z-MV!vbs*Jsl-KDtaliLS`^b47dsLVl=2`8s5{(u`{bZgUeM9xv7X#*xW1Q>ILz8|sR%ZP-XjF6sxG#>>NlijKzpUTe^5gE$Q4sV%J3+HM4whcpN$ z+l_8Liz|yBKVk+Hmki_n#b|;9b8=xK)4U?(P{p6PA#3vu%HW3Q8HBi{mg)->8X$Mvm+% zT5rMAijedB_iy>YhdBqu)=JKJg1qr0`j(+ zfu2&(95t$&MRbobW5yiJ{%>_r@;H>d3Mwi=+>gZii^`KMY?}VYZ96tE?8J#Zy!j+& z_Z?lcqO(1Z)57saOZm*-`c7C^oZ5MRX)f9teSLigl*VsTwvGixmEK>vo^^_2dWjzV z@#DQpMF{3Hy;J|@9c$&(a@=&i(>u7QzaGQhm&r<3lDE z78XVjfkh~tZHQ=qZHOxR>m^3kO045)kB$6{nKRo|$NZp?Xg6TMfHBjgtancZM%YyO zx-*3*Cv#=y#hXKF;dt-m=lA4M5weWW9qhX-mQV_p6IHO$>i!D7#?o^JbIGp!V&i%9 zx)PB(RL4vd_ldwRN^T&Qr7kYPuvBfM3_L#-ctH|HH{7-EEKT_BRGb5}D)S)HZ6l3t8Tao?u@dl2vX^dKDJiuR*&&IlX8C1+5jqI+-rx1;iUqT? z-u?W_s4Cmo$xlnNW2t)Zo!@-CEyn#?1f;xS5VN~z`)?-s1=>~c$o79a|g*C9SCloEzP$VoFa%| zoZX4OuB`;K=PBRwT3mWv;wE$NL=b*^^UA`TU3gPmyG)SfYIwCzxXv%j)U%edw6jx6 z{ae3KPDNiH0hXFDe_nav)7X0uqLXo97!+q>&mKo8b@ueCBDm~@4}WXpmo5}+QsfGtm}M;HaoT-_?L%@Z zSs6e{;Lgkb){>FQNKVO1jgBp4GuiR#U%!?YFww0IGC-0OX&6_f^fTi&IygHAvaike zLupyr#pC;@m6G{&;?78m5B$EW*v*yye33f#_QK>|N8YyF>bN=nTB#^`D4F-`5F z2OSKj=C{%!d@W2Gs=J}K^c`_|_d{dyiNyJ%0O?e)94X7H8bJJ!yNhK0SiN z>eT_%74fUQG4n3b-{1Fhb$LToaaY=YU@j@6V>O;^>d+oLcGa{2+lx%+&fT4mprbqM zXCrD7wL>%Hu|Ce!`E}!#SFI)k9==42#LW#CCpCFIk8RZum=QlLuHkR<1l!*8tmjbv zuPCxqKP1C;3q{(tcWc28l&H%{yg4%4|9jF?u}`0Ce#88YcTizp|i6dh_PZ z?D3X&KFw#{Wul(J|Juf?@1)T29^$a``Yp#lDvVz$#coHnBac<(WlG4nFfZ}NO`EY; z-s$TrSvkY&uSe$=#p;dPhMHoHJfP$PEMVot@aT>(I^Bcm5ZPv)2?mO z@AkeZA%SG~#QMR}^Okh?rMmPzprlLxKH8!3Ag)geT-mQ5?v5>0=KBsJ+`YiJh9v{n zt|Q~OrB4>e5(Gz%#rDCaC;H2N$qA7PG0jZANxSW1)BknJhh3Szkr_Unl6S;he6_ov zL-n9}p%MxG><)fQe8-5Z+QY(~YKI-0r4+3uVR86`*)A^9LY&I^u`dlM(-UvvEomN^80phOI|0tHV zcFeANh)=fM?M3_9QA5e$2v=vDxV+=HZ{HlK?2?BdQ!4rRu?>h=Qup&{GBBi)!*yDc zH!l((mnU=i6-|lGNIYAI%^%Uc^LW=jPoF>EbNluL9JNh3v(w&l-Xl}Pq zDrSros|vDcY_wUP1(H`VGxzb$^Bxb)tb11&oNE{J`yf3A^@$GpE|R*z+-*Fo@HmtGNPD41+pGiR1fz5AiIdUZ}FtiJ>AV^&%I-(aa@dVvcZv3|f&V1wV-=qA7 z6?dT_=|Wh(@piVU>8`M_{$Lq-L3h9lcKi8B>8kuJuPRRKN`ao-+VV#dQ{fJ-C*R5c zO_FnOUmM36)22yZPfE(45bufDd7uBqpXc_t`rXOYeySO}Qj~z)XIh8YBUi&mN29Io$+%5Gj8EWBwhg>^|Oh|OL{aT3# zfi7H@wpR|G0-)2Fi;X?DuBP1mt!Yx$E=_=mPTM}$jS>hxhKDC_HryRu)O^frc*Ac8 zP*ZI^y%qg#yGO=S@Y5E-P&~@i36J@}ZYh=ByLU?#ckD6b*sL4dt?SzLl4++n$-8mk zf5*~1AP%+Jhj(88q=CB@9kl3_zklxxO~F+d)8X>**)H1-xOx!W{mz|JgIm0~*kRd%f!37SWlgA_B93Zux zac-e+>mUcfpbNw|vt`TF-xd}gwurtU&^)#l8X?~spsTCPO8XTiPaA!V-K|I2MOw_9 z6?s^HzvG6xF~wiY%BInVo7Uf$^f}3M&a>vaM9YDnx1If*FsZts;Sw6g!{Ehd$8FqA zEZZ9}SYQ7nu*@8C_Ic`lGlT#F@q(~2rGUGVLVQ8eaAlfjSKrSY#?6eh&|L9!b~w8R zcLCMe_Co_05HNV)K!1|WquktsJickD5W}$*JP1-uC&^yOA@;Y{?;whtT&^bpDi!PG zSvBAqT>R)n-z8&X>gq?xH%9c@(29Balc!JrZGK9$u&!Q%1?HmN6tBAPamohb{E#dK6qxI8^|B9MT*`7tY91)ZH995oQRh~n*kf)S3+ zP?bl++g8wzRQGm^p|hedT-b#Ip`2JE05=3&0=7c|6G_2!2#yoH{uLeW5NhsqMahqU z?=?~lM|vP^FW=s(xj4#l;OH;!+JzMxc9)2h3_mo60Ml>44UbKmG|rjLAUzIJx5#d- zbnoDc%;Miir_UAishi4l?nQ*CLIAOhI9(l1YrjQGb;5Oe~0d$#WqZ`{zFK7Beu=za<*6?gfd%U7<1ZkV{Nz-z-_WGMpA z21VpZi(dtljPU>7&*ul`(Jx*EG&*dm>F82A$Fa9nz@esMXXPxf)ys>E<>;(gsXmTX z4&p1$)aV9QzP#?wmcBspFTvc)AMEY^i-NhEg4hQgjZ#lTUZ$eQkwY^yK7ai>gAV2* zf{#~-)$@M-{PtECD#c>?# zXLFuDeSH7EA1T`iu~j%dju}NcbOXIeDN7*y0s@kTHm41inOEPrr(2(V*M{oqaM+Z8 z#0XH>t1i}NgpjWNCutB9IJ+?kAFACW3&WfjTxw>c0=AOV(byq^np;6a|eGYbeZ@ zE>*L?y6VT>?5rrMhx0{X8(;G;n+w${sM?OY3^L%3tVi33X z?aJL_7g6{EWDk_^Pai|>P=tJ?%dlcXsy?=EGWS!g7vjA}9bd&NVRnaTh*`qupp?hq zJU45XDGv=V1DQjP>;2}*I(zT7h+cl=NX*BIIo+2#IccF6ICT1SA0cueTA=sd=vwzZ zS?%82w;{yMw--~vcQ}{E$i4>hg&|5U}L)WBe$PM+;2`Wt6d?2h^^9e3fvg~B=@h@XUdfH9}E=$#|G zlYJ7eU)O+cK+fj4yC+Q)-lUpbav?3;8}OzrpXwmc+?z&vc`*1Og56A>fXT0z=Rf;| zoEW(zaqFvBuY|x0(c_%nBNmB$X9-oNrluMZTBQ#?inmRtjpsh$6M7N}tBGhpg+>GD z+S+B~fNpzbB-ZoiLoP)wcw19EtVbtjmTSMI+M${=rL#RxAU_1u{m!)T-Md%xeQe+G zBOeL60ZG>Y_S=u31XM7$_S&E_o#G)v@QKKerXkur2k4&*2ESS`QmmiYEVc{JAnX{Q z3r9Ye3x+pj(xg!C6D^nXuqD)4g7|v!__11qP3iHtxRJ+>9?gYS3J8eeeF9rg=MZZ~ z*zCSRG+=~U0eE!w@NF*Z*RK!f*uH|`;Nb?$J)=Jv?BR1|ls zwV{EYO`;bi-3v4cEF<1e7de#=OI!7zhdI|JK0o`qjs(QW6_70iCWgqdJDSI%lUkcMqEeG)7t#(v z*|&K48PSJ&d3qiMryD=`W93};XQgqqt>mCLTlcn{Ep1$~w;;<4dJUDsIo8OJ(R5z3 zMzCcJe#>XMt@TD`EartQIC5){5JG_)i(7+>!|!ytyk-J0k`l{Ag)lMidwl-;@;8em8YCNOV1}I>2ZS0u_i4nVkF^A z-_Xm?bO8vh7A?vt3_}zE5)=@e;Cd}9{^rd~e4J59hLd6eMwo-%#W|h|D7&2NVdA=O zHb~ibUC-)UIGb@=7fwALFhJ0P{4Gu^*Owc1f1t0=o|_xsX%y8Wql zS(LUtrO*|ohmDB6yK$NT()qGE1D?XG8e znnWe*BOS*uA0z8wX>^hZU=>^U8J|lh7^?N?q@*)c;>~EN_NY-iY02c|3l-nY;VoJ@C>w(5AgDyA-9r?W%FBEV{GNQj^GG!+m25=yAWC8yFeMsHb zXaD~Fj6dEe+&ENAOTJ&f{Y0^N`LribW?cagrQYFzty~%bsfVy%YW7xmcm6p&jg)7; z=8{zJj{8fiQM$)(^~x_`UT7IH?WCd4B=KaZUW^A+`W3vJXgDU-Wya&XLHty?eiIa- zc*Fqu9~VC8!C8@mhYoc#X`b*UT#J58hhf#%(^(;w?zSjNyA?0fw!9KbUdiIRa%kX_ zr%ojvd`QI%MWU*&uLxr4f9cX7sHI$5ud!N-ML)9oZQ?-L@mGf=4+Mh+%FjY$^n&J; zW)n3N>pU+k-sjjlFuBO1=+{k)=m+>5I5;@?qG4JF`ypgqsi~7_&y~g*n)MvRD#z79 z{SEt(uQKSnYd$~jE*KL&76G>INuMP*0rvj=%2Fv`G|cxhGk5!cuc_NYr_8eg0c{%< z(M_gv=c(XiZ_ZeTc^yu}gfRY;t-n@_OeZdSgHp`<_+-Vyyy3eIb-&--aOs15s_i*5 znE?aNJ8e8=5p4opv2^+JU5I<)YlLToprE*cDGwqV4MJ(~IOX}qaRpcGq#@wl}WE!wMs8yU8wDEqS-LRq+=PCX{{mq zR9dZuZ1p#8gQ@}ju;1`*P3>2#T|11bu9^;_ZPbF%tDT*7r*uy{Nh(UGwhfu}Bw}iy zVE<@s;SG+uov3L*lj=a_tq&J`Ht>Ll%OShsIUUSa=<9F!HJE%74?3Dah=Biskl$Mk2(E-7(Xlo@Ype|eT~t~c0nlO)WkskJ+R(9{fCltI5on~D(MQCP*tc4(kmBw_x}A|D0NfD z?$bzKlVknY-fyfUjH0|uyIUSrp@oZnBDmM}+eiUG&8M@qe(jhswcB1ke%uk9a=BwO zK}EGkCx!m~yOvn@FQ#0+U@-(ZM@AB)yEn|$v&{jhT=a=*+S>90+g^G7N_5x$6FlXi zwM_ROO zGdA|3?ofc<&R~z=PWV!oUT!n9lR*<3-2YnjZ7DJjr!@jTM42+Fv zE?@qHf>=ORTpfQ}?{hw_EkSD&SsQ^^(vRE&;;@@nTZ$MZDA`QwSmF^+Yls z17**9W~ru~H*%RZ6-A6wL-UCX-*#xZ_v_QAPnpjBG{>T3FQ*H9qp&@}!JUs7*;tQd zQ{a7sLnWo9e0M1*C^g)`zkf~|)12R~(5HP%!JI5k4v;F^CCk!_r2q_9nz#N>6FPw! zBr=RrZuuy?lwO|A8~MuZ`B+T+n!C6WW>ESDQH;yU7Wta1GG;e`y7EmptPu#^Ir2srfuIoi3+Lp+V_a7t|NyI zor34acvH@fqW*eS?l8{=XeMvMM?ly%JQo>%V~T*o!JVNqc2K1Y%v1C0L8xPB_kKj5 zoq>U}B#D#8D-f#Rt(sGk<<%l@nxBn_krcQylu|%Y&;w4W4r=JHU%xuAFV`t_Gfl=c zrb_e5^sMt%C>E47oWFWsy=4J_EPr(mWs3^b?_^$0FQ9rHgwK7tfw2jSpa^XvNIM#p9)f<9TM{`X~g z%fT!PQ7LITBSdLrz94kUCc~Gh8yfa!2;RKA!lznmoAG(q%{#ZO6Xa&|K+n^i-xIK7 zl;$Gae8I@ANCPA^V!|{ko&;7qa^B7X2h)=6;&v|d{b`%FeIn2y10F#%8jP=tt)Wvm zk{mY#al26(oSER&4VW1SxxGYBs!P=z7T%AO)SX^*b#Y23y44#|^Z#Dt?=fB4nJQf9 zv(UfRz3%g#;`Pj=ZOTjuWbtkVnv6~Wp;buq>%Si?>Y3fWa^h&po;}lJE$Y2*&D-|V z@PBdxc=$F^h1V&N`!d{sPHUCyZn}{4jEpuQD-x$JZBTPXZ%)zl`xI9Gz24*Ffuc?C zlfAk_|WAfv(`;2UTy4cz^P{@B2b=qQT7`qnqnJ@u1 z*15zwMC;hBH}Bp#!c3YC?tv=D-$Z>f(hNZ*a}pV)P@W?1Db>sH*(x|gO-*UhU5p;R zTzW?M6G?i3B`c zw)yAtn;}pj={(J(6UgH3gYSA(fUh|)nV*}VKb1E8q(?2lSxHHWpdBS~We3Qw4q((y zp-)}!ktOJM^FF^X7KC#IG26*yj#S>(oY^yHW16$(H}jNE>7HO5@QT&DV%x^DxnJe|PC zVwvtqO_kil9lR#wI-I)&-?wbuJZ4f$qvM-5Z;<>?LF~^a)nO`s8&q|5yTjGoqdpci z?9EQ&^TOBVeYU=hpoNFd-^}1K!PyF_9it%BDUXZ~H++BBp~U*{AWco<5ht#>*Aw?> zsk#U`K9s5$co2u4C!Im-K^$0BRhAV4ZV@%)P{Ek7HBH;=rhI6t zOYyz#+6Dm8R$41Ge#B__bN?=gH4M)-d`_FwQxF6257@f2>DaEV5FC#iKi-mljCE8e z+qP}1*zppOn}WiC;4hD_IS<&nz3Jyb?4)v0n*9@KD=W{UM^~jdKOP3Oe3+RNHkR&0 z!-Yz8FOo+lZ}z1&mGu#lW&xnm$0N4EXG2Fp0kn&c6$$V6icaJ!RfWcp$B&*o*~ja& zv#X(+7!YDQjazSGbuA*hl7>=4JpwZYe=^f7z|8ZMq5@rj@XzEQLG=01GrPYj(U6w@@kRQy6UbjVcmJOMCaD_L%q z&`COZ#2GHpJYr5zep~GNM5>{8bnD+E;b2&#&tJ_=8wFgxKYsKm04Xv8eX%fDXtwu$Nbcyp zkiKc4dISx7jQxr1{{%n4Zt;%g6%~m!7d64t=P#VD0f)sH{8!vG#1sp*G#7b!2Z>IP zmyfD=9owh-m>2SPHan`)np+E!q~VY+h~O)9PB17J;HH^blt2-5%W~V)((LscCy6LD zknF{tv*Gp`aX9nxjskSd7~CVVrj?+dcWu=?I3-mk2T|<`nnIjEGKd(cP*PMp2o%@8 zLkCM*h1+-T95zu`LqBncK{Oov4)55}#<@fD&FWdZlJa$1Ps3GmC|(d+^N$X1L(SDY zc5%v`XZ80Q)bi^+sRzZA1;`H;bl#OKK~No!K^cWUp1^OKGvmBmR7UacwCoKRGkiJ_ z1a6^a5j&?d)gFeai|L>E>(@;Xs3c&t6ogYIf)l2p_Q`FEbYa32Bj?%wrrU z9H{W1(As*spV~s7{uQ;tr^mmKzM}r7CgG4J0LP+eJjc;|L)q_B|LbRiXM3?APH5I- zJKH1Qr#9vSVz{8tr%xanE7XiCH*VZmogdS)bV%EnMW0|9WpARwp3WFz$$$Sn{H?R( zIYsVH@J&<`nJ>wf_ox_&1XG|{P-xiQTD5K517e|&{FV7D;!jVh1Vkl_nd`Rf)~dMw zw|+_cktP{ivw=P+tD2jeZD$NIl$L||Co`@zc_QWuuU;L&OzvI*LQ+2KZ~Hx33Et)D0pOBp3t8BIAx4Fo3rFEW^&I0N^Xy%yN}6|5H(~X;YuDd4WD_A#6?*y-Yo8IQ z)8W9*UAmN2_K?_n9)1{E>omaud)}*+$@l-gF9@BM=&S2Ky?GUGzyt;rk{@Yi)Vgu0 zaUI&VONYkxdIQ&?f{ujA5uTAZ*FuGpad6`|G-t6%ht?BvBu{C1rI=v(QE#%+UJJ%smX~q(vr1E77?C; zCTGwe?}s4$2z)%5=C99D)Lx3WhgLh)965em8W_1<`}X-Kmq4Q(&86rr`SGI*Hw=zz zDUN*1#w!USBl_>JGgH7N}|7^ol4kXz0zg_dT z5^C40WChtz*wKRjL*CDR;7t2VofcUocjTc6NTl>*bmuB{oBVerVK>S>Kji)fu0p`7 zYG9xYlYeM*T4xSPFePckl`C@S1Cn0f)OvnG+I0_m^T2yDoga?;;pNx(PqO3Gf9U)x zz66j`m3A>Rg!F=NAqV)#U$kAgPz)U8j|s1{c6*ig#jq<{N18Z4+hOzHeI0simKZYu zC<;2=C2H=2znWe8%&~914H-I}db{j-*a1#~Do$~8+6-4!mGBqW+GjMpAa-5$?@LCz zhr*OP)Tz#!lnZnd4wmio|JN+NR-n7&AuVs)x7k2+)u3fU&f}}4)q&I2v!_4#xa6L{ ztl|VuZ5S}Rrm|;e7gp(|zdO9BpnXdbW#IDV%fs>MaO@E`2zqlbZObQ^xqyB9P|Eqw z(74BL#^*EYo3?zXYT*34F(J6QdW$%8t8*o^*X<=hY;sJGeMJaC2H6S6*@hrzae5U) zTRRXJP8*+Lm_}4VJmQ~}RM)3AyUGPS!H>xPIZZl_nGQTOMUp9o$PUYwx9i_OY|Ea| z7CV=zy2qWWU44-Ww(-+)D{j44PF3tnxV%SnMdKmR174#xCNN(sDwc^coFZlhCu<(j z>9>%NMbcd9`Wf;s6R31x@uL29Yzu+LN2P)tp`vBTz>riXNgx2 z;ST~|tV(-DopYa=d^Pnp_!U_D;Hm)Ex~zNzQlRCON+nNG5L{%O7ZJ1v)T?zXn)ouxC&!(+S8%O&yc zpj12=5|RNO+IKY+Sx?ej&YPSD_t3y2{iV3Nxzrw@p%^?&%7H2xj}x)%{F4X#cU`CuZGWlbC%`&`Mc>X=z;Za+e(4OD}7w;#XE`vViH)fE0?eyO- z`M4wUP@>Hq&AiIuwDOY5DtyqWzMwwM&vx47>eRh;pmANAEKL$Q$zkbv#t_oMxWv4l zo}-@ORhC5n>s~1;I(F*!pQ`XlA8nMI-Ag8#0$Ng#2yl?`T2)XEvfAnocl0C3VaI%d}Z>mD4O~Of`kwIJe?%n-x2Ggtv-&fdW02ung>S%L>DH+rc&!Sw1g~!oCcKHsqJxJH?Vv*shXfLE4nOYX@5S4K42bTSj?4*m8lHT` zp#PYAS$>o-4(Ms#&}xcvfxv`Gh;x zmGOWTafcFp`nEoplf?rS`cdX_Fxn+=ekS^qSog)$K>#-j_lZo46vd z&{eRhWa_uANgiL8njf!}%1YCfx*sodFI`_oZoG`lzLR$k&RV&yuWt60qos$39y>ML z-q2Ea;_Dg$1MwQPKO1$sa6)YFFPoAk_8VsM-FW(%HPMY!5)T~@OwbAT9w-?Y=4ffLk!grVS z62N;4r2bp7dC@ici*qkl=V@h9ulJ@Bj-U$t#95K2Ety{xNG7YnnJ>EPGO+eC+tBUiSML+EA7EIaN~j!!6Pbpo=8@d;O~#jA?S)KCsyL_dVegMC7Bg># z2+$QFkT6nKS69Dk>oq(2iCT;0i>&(FH+mY-s)3YPUY-%qYIPi_K?!eSIVMBIc-jPX zc08eY?D&!9zQrYc#E20#Yi~|Fuf~j~QEaCR*9T6RppvpUZvHXZjva-fg+^=?@^;GP zky|H{UHp-mqgn(D#!#tPBqSW^C1Stkj3;Xh_8Ug_KN( z{DckE(A38d6He-wcey)`Y@QSD-GwS*0>)I}#D26%i?=m@s&vY(-bt3UMG1+v3t{Gi<)iGa#~*9io0gWgB`!ZNk7<(05CnpNC1;{F z*~P6Dew;e&ED#e4oAoY$*PJ?~%<)G(s3Tm5_?n}g@??DZBVGKJgkdwbWms+vY{hvq z;J|?_T%&*{UcwYyj!}$LPO!H5 zPJrrXIJ>F8D~1XO1bPP?W~G4?E)m1wzz)OxU`rN)Hj~55*t|4%(sJHJ>o40Te|Q!Y zKSXL53XjZW+Q=UhowH|5!(3!Q~;^L8u&t=M`ES?7*wjlO6 zN9lsu2f?De(dR|NGz`bfHQQI=P3fD5HMo3Bgq?)iwo6MmoP%8*?6~? zX2p}wzgSfNM|1Gt0K!UltTNCwY98r0XwapF7kwIR#^IX-Z}))I`R&`4?OlL^VesL^ zq!!tlT3wwwMYe)mvx;36Yu_fehvFb~X46hHBi&w=lEk+v_0RrWxAd|64S2hjg|Me7 z4-#2^0)*>j?Uu28)W_1&`>@xDv+grm{=HzDiOIp!r&%GP#&yMe`VP-QbHio!1H>eWm%*+?w-EP$|Iw&Ow)Eq_s#xs z*g`RQ8n5%sU5}AS8L}9uRBOi@q}`yW0uRf`%GyKR6c8P1t1QZtS#Xco1JHUB#_)~q zBY{2ESa~gkEIzE4EIsf*ys7{YcF8;CT1sD;CAod8blKgC&9UOJbqrm&18JoMRHCBY z@%fhrqHq>+c`K`3adC0VUr*~fXHu-NhC-3EgUD|;Vwc0Do7z0fc}quyuq$pQ=?kxg z12o2?HkO$}8a_dXCbkGR;+{y1rae4HjV}B>-9MR}e{t~SN!z%yCo0?7kBGuU{tOzM zZilJus)b^Ti3^8`n1=KK@wQN*~;+VCH z>p!+=E6P!}(vt^`Uzh84*;4w@6Q6=RW~wt^#;T1T-Gf^IkuP+?X@63ZlW7T-5zjG7u&?MX6=V$=33?4QN+X2lJAIjS&g?AYF%6OpXou=WN9N|{yZ^7x3yxz!V83R3mg z4b{{vyR&`q;g(B(^H=qV97>hn9SxRMcg3OOcJj=of-swatNngY?<`C>5@6sB;uzr> zGFmwpSw}eil02_U0i{lFQ8{y0yQ82w4;_vCyGjK_r{4!Ku$1U-B z_(h1>mO(i!172_aZ~O_3nTK13QR9HPFOlmr##F}b<6RIcv-c?Wo#sBIZwkO2-aQejs4in)6(P?;ks+~=2JfH9PbKm#-eZTMb&0>@28KN*`rf+D`&fhgM$gWE2;5}68u^6bmn$C-R=e>J&#!WxB9$G{Vp~HZLRzT(*pV?xXkDRd zq>he9%gQpyyO^w6g1VMgL>nV3X8Xd+c;M51`U>r1R;%t~Q}g$!jg`(F4D*Fr#10bRo79<=42)wJZznY~&oul761LJdvg zdezHDD_EQOG*hFYsUB^0gSM^dqS3{k2Bh^FUT0HiwUYF?y8avq_&`(v#ol<*vG&J9 z)v#vo287dCHMR24-Fxqan|?+KLdZIE?}!wZP`GH2Z;tiMwym3x<&e-A6tdRE+GJGV zrhy|PznMA~)qyAri0`TU_DPw8$SAbgm+NxEn?%|L>5Y)-;&<1t-nx|v^*am2FkQle zKUD(*+gwa!)AaH}=a;q})S(iCVMt9$nKT&B0}dSuT4bO+m1Q&Ix|}8^Cnf!xR4L98 zEF)3^$@m}Z+Li8a9h{H-o|TgGU(L9DM9qq7e=VOD(;=73O$TOYIYd;Owa^vqVp4&J z(ay@CpMidy@PnsM>!_0--LEuvDsN^{#IK~4pQw>B75f)Ly7Md*5|EL1d59Rwrjr;J z9{v%)Q8~Zy2Zy6NjQ)VQVC;ujaIPjSrL72yb3yA-9Bs_Yn3tRD)L&fFk30Et`Zg~p z@#}hwHB~vvLqrFFcRpmufM<@QewBu7!(*Ar$#=s_hR)4$IJ!mKH`Kx${)$Mr>E7m^ zT2lpGZS6Ri{@keS;GtLHNo*K;i@P1yPI-n=^XE8jxa!BT;svAn5e@d=zs3BWzpf&x z7uIZ9qwpq`2`)~145N20 z0mJ{i4Pc*z!wKwu6}-(t5EJDafLv%5-4Yf*wMV(b8nV-hzSlN(?ha|3*!A*f6;rNX zSc_!>|BmUSllIYD@+=c>niPi@Z!Mgfx|7H3+c__l91{8o=o#BSfkM^Q^UK}lXsSZ# ztmO2=4-|f~+PV8d*M_p_sKgU#9^Pd|cD?Bg=g=7xkH=%ixMK68x4K@VCe1x|jHsOs z`=7x$qAMaQvfR$Z#2lVgu6J;eX93o7+X(2#7We?-f&Z->p&!*XGa z>M?S2D-tq`C&R{heW4t%%-{~(*WI{qOhT4g60XjgpSWQs-{j_!N=Y5 zO`UT#pQCjq!Mm$YaqOD8zcw|w7nrR(l^>(pRjFs!VyA5KC`Dvk73ik`BD3nd%p!|* zVaHF}D`=}0aQan0h=lfZj&1V z=ZLtGWi!S~F#I%zP&>83VnEt^Js&7Pd)A1M8=Z_<^fkA`X|G_<-nA?Bnlh&+%g(;e zUlh0(LRqkWk|4=a>>`}zX&=1R)gT$8p|P_*P}j&Ph1)`}>Y4BG6ig#}PcfN-6sW;} zOU-IZ0Ksc8%K@l_d|dzXKTCPE@d$UI_d2-i7Eh9Z%|cbZENw&*3AUb)8+|7v{nNzw zq`ltqw`ccH=v$2f%!opjV3c_ITLr^ll+-7S58I~U**<%=?1D;WkNdoY(2Q!(wC5#;)C924hEDmwqT5|AUELN33 z@WW=~NZDL~MsMeu&St7z)ASqZW^ok7q7AUchlDK1MK~Qnu$JvwrgRAryOAanAANa+ zLVbuxs!WV_C^=SeXN~55y9@F!m<&s+>zm7!JrJ?i6`hg=fnw{xd+BHha@Zbc*)(%W?!{T;E*;{1VkrfUPszV z(&4FGq4ryPKJq;Y!@Rr!-x9HHB29I$^r_O)mB`%X*WDH`W(MyYa7<$rbMB)KPQ35> z=C$ppS~wF|93WqIl9Q-gjjFL>6(%5My6v^*$!W{hIych$T{GlU5N5j@-#+p1i)Gb2_Zi)07AI+_Lh=#(Q`DOi901;D+meN#Tf!t7}n z)LVW}=<3c;TqFxAn=RA~1iAF7ISzG}Q|!*JPHkETa%%9C)%)}?#D{ZcF!-@qUd zu8NRC&%&d?4LUFK`DJwt9tV7MP_bI>-GSxTHXf?kQ`Ehp*mEfs5ZtRPRDxjoF_1V2 z?x{8~6~i-SSAF1Hee)qw8Rw-dEfXj>{B1oPF)=r~Z8Gj@G`O}5^ty8hi z;1-&ssOd){5fQF2j*iz&P1eq=%ZYk!oo=NO0fR3Vn}tsZ_$qS*2KL0*ulw3lVHSVa zDz}ks=uCNkHX|pA#a0sWG9u&xiA%!Ajza~Tx8zaUlXJG2A=wc*25qEc<{N&@$gt%x z(ZCz8qImA%qQAei?41=h>JnPS#|FZu{J4eBtmm*_2$Xmuc{_eWYAV|0uzo0Dyu5#P zyP{2b(nfosoz26CARA$ag-8eTPf%h4W>1?Y9TO}Q>4LmHqjLQZ z+u1MnwuLO^I!$442kwpn5#c0&s`@i`nQrxnR*p=ZHeJS{>vFhqokUNKxBGPtF2mi7lODj0@W>WkyiH`vQjvKPo-dtaL zbI=SD_p{JOiHo;)Om(B`xpmqfUYb(9HEY&vj*00bQ?Zs!LI~m(iM}}LX%)N<)eLZr z_f<$4SckUXEXLDd((-wi8gSOqXLuO;D!Hld zC951XkA3^cjd}}#tSsv`cnzNti?TfftobFgz5K`fC`XqMy^6=Ip_TRmHYk@ICs%SEUM%3wbhvSDMTWKp|*wb6K^%vuf+q%yOw zti&WgxTnolrhC^GDl$Ap!TQ4&I-<4Ua6J>Q+tjwBTcZ;$%_-)0H3ax7JLJ=%0TGqHmTASJ3J($4el?lNclG+pT%yQ}+Tj{~$U zsFG~~Y;t=a%Mgj!yeb;fWXrw(`#gi5Tra{K{b>a!mJ`j?GrUMl*T9Yp{3EYUi9eu6 z`YRV#SE{J?;RT|?O|9NRi;PEV5pv;fyh8-7_WdxDC&L~tL`kQx&)l78p1JVq(zM5P zJgksTBl}tbt>IDdyJE5gQ_>yuGElLHZq@-8y+7+W*?fcr1Ut~Gkc-SMH{lQF?*1(< zJd2l6_!w^7SiHB}r7u6N=*)*B)s;5Y&{Y&`r&rAVCyy(>f9p`!=@0ZeqJkv+NEbL* JpRn@V_Fsq;R8If^ literal 58338 zcmeFabzGL)x-R@07}yF13K*c$7Nr7;3ceypmxM|v4N}q=*npBEAR^t}DNIF0M7l#! z0VyewKGy)}o_p`J_FU_neZKFH?>qd~-plFaectC8&lvZ8)fnrZw3PTNS_WDQg|doz z`lKv{vN(}KS*W~h3I68lH)aO>*J5)~s{Ati*e}z*i+^5jdRoPtLRoW>{NI8|kqA8s zWjlp>^0@r9fZi56`|{D**}=)lyy3G!(DZ=wRO3QJz}I-$%fXykn+Uz9nNN4IOk zy+>UvBcBeI2)hcOsn~Z`aFd|?2SJu}mxkcJ(aBRVuvH6n>3A$R!-YwnYY8m#f9zY(J3C+!JdSIcU4t#gM)+o zQS6vA>n<#yQ1<8^@H4(ruuI(SjUgWgAK%a2N*0q(gzVBCXT~qHvakqbdo{gt6*i~2 zar5SAvw6ARJ1@4wmfx!-qcLgMk}E`{I?Xyd487gMpK5Y^*`QMK-6jPqtMuJxpFCHL zQ;oVg`L|uW!_>hjc?;=Ve<8{gkigQzQuFY_Do}INq zv^=%7wRLE0OlkOAS(@o5(VXe?8OB@~o#tjW*RA|g_!7^Eh=`gVt36TyAD^biv^sU_)Z4l`rJ0!-{igJ|bi)Q&Z6`Z}3+kDs$2&^g zmEu&>z6=cTh=_SCX<>F@ii^hZ4N^}en{i98rMF# ztS`9FclpD%tnBP)ad#%xMw7nAwEOq(%SOqDed+Fw(yxiu`|{@TM2EXb@6Wbu%b3PA zgUjaUB(gu$`W?JH;_ftcf(((nyZgdLi!5iS$1oEV@2p`?@1Ctu(u|UekYYcd9!qYL zfgw6xJx3px_Yvm5>Yl*5f4|J*$B${3Eqmna>#JWK8C<97q%J5ZXf-J^S}phP&6|%y zUrQzIIVqG2r8O0J<<14Vh0Y726=Hl;GmPV|etp+H*5*`)f3D84HenPnJ=XEsH6=$g z!?-2YsELmZUrV;7Ttl)BE43-zNN)0HpSO=sIGI{_(s%FQSGVTbc|Use9PiOP^L3d& zf6rrarivh^nJD9y?5H!|?2TFG5#+1*j2h{(G(Ra(RuxOj%X`Vn$#PyINN_v`Zm{H`3XOD4d<%O9@bDW75iz6c57auAvMr8PRxrm3N!@x3`K zMO0MO;z#>&hmi_#)vT*wn4d2mJ$lrm(NpTnV^9??Nk(;QYAU{|pm1`aAYqfHy-a?7 z{(Uz$MU0_`WoNvTWQ%-E9uRlREw99@aD}M zgVw4T9bMgMl@#5>7F~}pUn02Gv)}An$tZaBB!^*u%J&X%j0qw-i>U-09PI@l^C{*FLYVmUm?mQZ=ZHufYen zHf`DzrG&kAJ9$JI|j}LY0t6nVNa?c-QT>+6OLa zY4!aq`|u&%j(f|NEn=tv4`sv7Z1LsMOm9?7x^${o`@k0Rjvsq_>*&q)WwbqXcBbsw zzP<2GSy@`@Kub=Ysih?^7XL$Lr>Tl>$}a9s?S%`9%gV~`-o3j|>e*4f8nRq(KX~w9 z@K=X>laOyr-1&?T`~1$n9xfL#v9`0f&&89*#*aPTCBD+y+Pb){txdqR-C1FF!J;Lb zcYD6=YAYxRBiSiO!KYyY@}LNa+&3UmBj*PpKpB~ihdS~ zssFt)Orq{650%V!7Vj(5i8L!V?&arKTC{YvJgQ?{dfv=L&(Ppt(#YfZ<|<9c@l&W0 z`fd4n3bQlQlQF2VtQt=5TOBMdExl1mzjj);+K77`(s@Vc-@~FlzVO2Jt$8I%{=yE~ z&CSgtgC)%8Tdb)Jy!u|48ol}P27LZ_YC%R3M>WjaI-%7RN+zGij>VLAKI`84{gO`) zQOR-{>?kqX=qhY86j~;X*VkXyOQm=; za&ju2P<5ftZS?i=(beO4n|4-G(whY{Q>x8zGOp|={=Xzf_b?{n_nH{%vZN2sggB^t zpT4BgHSe-Zn4wv`I1&~343%1e;Zex3GU{v2lB=A}+pYBEt+uS^Zpql9Tm!w9>@+|N zUbD|9`|6WUFdnv$Mx`J{*RQO0Ho>yghwFfU8Cn^8Z9V$Uic%E({+1kt@UvSa0}t02 zGh;pUHD#3dr$2wb9iKjZx%^p8-dOAT*ry99&JF~KHory*3BA2)E4z@8I@kGhc@%#X zzptM^zbL-5hV<%pSll@Yc?HsF(h|wf-VQ10Xlv8i9HnLtv*k) zI?AyB(k&K(5*#Lf)@(J&4Yupgicr=vYDhk1)R-#c=$Oys`0FBihJvG`BW|Ab9}f?Y zUX6^Rlw4YK%e>ZRtLAE+L?&plJqX7+q5AG<}FrsuY|_7eG* zLdpCwQKoh;ht2ZrR6P=3<4ez{8_J*{D8?!WV+Biioblz3Lm9YI9Vz3}J^l-y`3Pr(%wP+MRH zf^xzlB6>W}3A5D-Y}kEPT2awQXK<{j^;*X&R#sN}oN$90cJ(YDETSA;O-wAmv%4|C z%6SK@cj5NAsE3_q?32dWGQ}gL0+T1RwO%T%T`@t=xmvSYh$}j8@5`4jC%Qu1S*YlS zA^GFqw&qRt=P>Xa2Mi4lbA6IIcFei5veL`jTj5JgD2?%JA#Q;-+tKfO=%cKM_jJD# zLM8RFTS%c8Z!-X3HQhQn-WjBGz>h#jf1{qd1fIcbSY3}<90p%)a>`0yINDR^Yw>k7 zGv@2puX;cu{D+LuGwC;Nion0=LEWpkPtU>GM4P`%>6)1QMUmO56f9xG8>_ls$NLMB zOI_UjD%*#~0p0b7ulxC|t2$KH6+2dFNTgc3S5{S}8PsuO0;m+l-I!rxW8<419v)7! z8UE(sV+0VhYSlIYX-%i;G!_*aNnDIfsQjs+(jGVSgZ)V;ELhr6LUuou^O#gge>?0j zkqTU3sNu4hLSZc_kX(RQ>vHE#>Asb$d-j}9OVG$`JP;DbLaJP1;=VZLB+&;Oxsn?k zcO6W5%4ZZ!upv;W;to%ivH(H3JF6MlYdI9f-L@rhN^8`Q4|jS82BNp{NSwcL;Wzx4NO#L~Q5G4j1e0zJdFGtk(`1e-ya2rmuQ-uDxW>=p<(ltKBq^C z-Z)2P>{{2y;CFA|%BZOYe64v~gz3R)aDzVGdO!o1rcr%z6@}upEn)2oWz?(~$LR?@ zOyy|l;2XMSPj#$=l_-U62EeFKk66b8uMoJ6_8?{Vv$q13ZuE~0=dKKXeq}Yrq3^)L z&(F`Lo-L35Er;GRIx{&CgLnAu-Mh+shslvL{x;?OlS=E&zrB~ibgaRQ`x9pYMU#KM zmz_OY`Jg^9SQvq;U`yGvGm{GW_BMe+c8XLg^<8OcO6)yWbw9zXOf#*p(9lSw1daQ5 z?>+)tAhjIG%-~1+OVvEvGytghJ=M;nr-&Ot}IciY5Eg@A!NEgnFZbqFSH&u; z1GAIQv$e#Oep}h5eV{wUU04>S_^@?+ ze1=cROuc(|nK##YMNl|tSy>M?HMK(^l@e{~Mor)yG9Ym`@Rjix*l1A~+Qa7G9`YGC zNA8w@m9Y}Am5LWG zkG;IKW9K29n5gIth1uG;^ILUO#-D029kF`98Q^Fg6O(afPR>?vIzCh~!`#8wTlv*G zfA%%GMn>)>*ZDCz%8R#XVAzoSYV#4RSOV)%e$J2b`<)fj)(-vJxnYmg=7hYTPbw^x>mNYeTe3++O=?I_jC{f(12nRY!TQqoX5`x7d(x>u_gzhT-hgaJlPi z*R5N@4#cpmEAk!ecCoU)dctq=Oj5IW-$N9NT}O{L_h->tuD*S7b5vB6*jRsyYqCx$ zLw|q2n5k)EMevEGS^#i-4o<&5Ee+8ua1_JXtXi{X&91$B-$bhCqz@LY;Mx54?c2KC ze3$9Twpl*F>-}ga>uV-JDz{+C90c2(`^3(jMVrx8fu}Bx2@rTu0iNt{H&H3Uvjrfh z9%6u{K}&{7(0+?9=@38{F~0*kE6I1^Chxkr@qx_s^{439uiF@>B60vM8yt82X8yeWYjzrVD`7?%K0QJUBQwS|cyJtS8Lr z4oZk#Pi-97W1?-^u(27S8;Y?(d*St`Kz<>mMEWRXP|l1Ga-5(F3k&=FIOCyT7axa5 zJe&wwMw$+YhHxXYWI*z*CEUowLxXKfE%)a?hgX4LZ&BZ(L9O&R$!9|abloOcSrLZW zTC%+`dy#s!1r@aHH~ZJ-^M5e)&=!J>*u%}ipyH)XP3Iwr)M9PNPN?NxtI(ZZ2~4e? zdu`As5QOWO!84~Bn^PxG?%lEDlg~q^kuDih{BYHZkHIH+uYBB2nHL<^dK>+)98sBjo->Fl}+e4&+icapKIw;_de19rvONOYhpcps-6mq%i{ zsOH;e-Cnun1y*%g;1MOpBUbWPuO{QRc6YxM&2*X?yi?-{zBM#Dn)kJHA;nY*{5Ivt zW$W(rIX%+4ef6&IT{Bn7Hq z&T?z!_jVn?t#z!u&~p8qFHb^M#JL!(u*Q6c946bY9XZojM@P6ca+OW;Mtwk-*s0%J zax%~&!!QBP=Rey3j{aa1&vyW3pSopa=7WsP2<=%+F+GfH)m4OuCp463A9!oXx8Xud z@WO=)M?T$QKAgQ0Z^yTtzUauKoSd9@K3p78UFD$?l~_+-zJHGfK0e=w)jRV3VEJBN zUIkRRM;1Cu6n(kX>6n=lVq-bu)UssJe`N4C#(npoo7Lieyn}+A$}|bXIjH+EL;~7M zA*1saW$Pp`EYj8qSJCHrl9XmQW~>k?eca=aK`rNKUz5`D2FR$=mm7rU@_JVaY z(c8ef6_u6i)pM?K5EZw5z#OxVkbR(QrS8fwM)lRk3l_%a)I$xD2T$?;c_ZC(&pFjb z0zhYH#tL3BSdV_ML4&L-V_Q!y;e1Io@xt|IjuU#~zSqw?Q+l|qa7i$=`cykxTh;Wo zyEjgq-^8i>9G_{scHOB0x(ewXcNm#J+_}6^sl%_Z=Gtyk-e=3zTrV$l89XZB4#XXW z_GjHEezJebVrA?7z$H4DFE^!L*3nTR7o@}j`JoH6x^DWl2@FJF=N(G8gl<%{EA zAG{tjc(z^t=!U%yJ712|O*zn6Gi@|0c!2r+;XCikg+QMkETx;4Le#|1wtKi^#SCM0 z#-rDyH*u>a>d!)ZW2Hj;G&`v>_bU{|Wr_WlgltEoH8h?H|7u?(aUPQo)Hw#Vl|w+F z{(8;)wbWiRC|gHDY6Asn8M@yN{Ahu~K&^xn`K7Znf{>HLhgG4%R+|(|hhzE@T5{N` z_X#f6^Jd88{*x!0#eFGzivR5y{(PjOYfR1s?htT_D^9h4TLEB(Imk-g?Md~3PLGni znprp&A}Uo$SB;dF6&pFFRaKud+5b51$}FN`)Rdn0NoxSq3(Z9dzz{RyIlgS>!cy{x z%@*JUXU?9Lx3$fdm6c6}M7puI;KaHMpTaqoCH}gJfj0-jz`@Oumlu(}i`}g0!chAg1ko>aqk+Tq& z)^FJ0{p?wPm#pan426#$pAkdC5-<#K48I%8Hyp9*l}0flOJ+w($O`iJ_=$IcYCZQO z<*KyoQ}uxZ2fX}yav#WNXJx&Gq*I~OECZkr0o=A%SXcu!+>JXz88Uwih$ow%pbC_y ztMhkZTC$_?Mio&gmkx_a+xiT1zuwfo<@t=m zmXGoveG904V?(+2foWF-^(GKMI>0>qU9?GCK3|jMZqKiq$Q`zS+eNNlR;FO9n4KGK z`?jgBsp4z>o7_iHBR9MGjc$X%XMcMbf_dEP)ghpI{EeJ^eO08)uD-ScO<V0>8l9pl!rt<&D}v1={9T#LFH_W8`lT$ zRs=_3VdLYgjs8~Dsl(@Q6mRn~Z5%2hc{AX-=YSE2n1j{FqMmg*A$RD$=!p|wA?l-5 z>I2)Ks`Y&GB=XIh(z=rb)=Io2ucuGhH8nLQW>H3>usqL5NXW$~##MtcfoSOuwC0^TefndhOh~MLc5UN1 zmkhX6?2zZsDwUx1RYNl_O$Qm#Fn^Ds_)diTR}VJTgh_0wiIh13slVz5%?d9suTWlt z+DN=LzLFqb10SM&;Fa$^a6lGnNCglY>2Sc462PW)+0FM|T@?Uop}CMRfc90A94BB9 z1PB!a=nv6=P&Lc`WWi!BS6GG;FZ$ouwI^?A%FaFQfT~(XJf8S3W18e zi?#9UF@QgfLvyvn`X)Zex_dXfP>W5S)a$b2&KP*8?Su=3 zlx7-jz8!q)*5aImD0FSTKklyc3Cgh^h$pN$<#Kr~xbX6u4dmX377` zrA^hZIdk#iMITB`X2My9+rh#P6I~cJQd||bXKTM*F9fTG03FAvL2>_f15{5!ATjOq z^z1;oy)nT;Ls{_Pn#1*Y&E6L`<67r}gkMEx6@t5s0_k6=jaBhU2N#RR-`{`uP#*Ij z)vQBI;!!Pp9U|^R@vDpoa@23Q+?s0xuKElwKHO!+rgspWljF8Ow;yY<2EKg0zJ|1( z<`1;H&q8!2eaYHFFw^Cl%UaW&n3F{KDNBHn(J+E36ipf#C?yrnNwow|UML`y{-+`r z#cAF5Pj*lzeiW~XE8^%rBQV^4bB$_W%3m6E`tk&pDEsjtr|xYJRK>rm@|m>8Lh6mg zmHAS}3325$X;oXgdfP`dbEBV(hps$QxW-B?7a9u)a)$opQt zzDm6_OiWCwxz~~y4qX8pQfqBz>sI*<-DCmH=xoj~jY7Y};l?A5YdZC?LCB_(PrW=9=b~7WiNJ z{;Eevg%Mb>kh7g{Bfv4_2oBsRijXt}52J~IBi2%w>sFgi@mx6IXEFHs6wQ()s;!J` zR2! z4Jns-jhi!fx?9Gjy&>P+ZuOeuR-ut0^vW}mk_w=Osh7){@<6Bg93b+-8fN?2*|}+) zgNNtbjvYHZW_W%GLTgUy*}E;B&MIZ2Eax&?sUTq^>q+3+*ohWB+7B_{5_Ng*u9T?W#F^-sf6=)Bm5I{B>G(&AT?U4^p@6zZR z@FODDHx3UCr9$!ZS2<3j`IduPFZ*M^^OrB$IZZ1XO=`p!8HaxJe_K)_juKb>OvrA= zr;dq$#=-`;>lwkRsfS+u@dunFNxU>!@_5$dObo>Vm40N z`|}!v6D<&eC!uCF=|B(UAIQ^UwQBV4m)N;??`he$`uPoDM$rKQ+g`nTrJ@nV$q6&& zh;_fku{o?~+LN?oV>`>rVrhsgk2SmPrUpw!vG~q-eE$5|V(OP!-tdPbw(ZxKvQXC? z{ox#b*6#&G!e}tUGiT0tSm=BjzPDkIKHO@ET+$_OjPx5fh7-z#;@FsY@uq6(m0;9B zss~JzREus|h^bOgL#v73Ddx(+#=#*$`UcVKVg5^~&;BYANhNroyYkdI;qg$iTx^DQ z39~`VsYMNn{ZNeI2PalMbLKwiLl_uoR%T`-5y;eYtRB~0MyVxnfM@nYRB{>U*j2dY zk%r4bD8=W3?1$d2(wywkYfO#G&C4Sc1_bOwvh)nruwj1hwG_4KZGXIet&jUc&-P(g zijRfR!@MB>@=s;R2)TL_lrC=E9rFcjzq>5jI9dQ%s=t)5iKmAY? zBThZoNMq>(%AbX9E9#48sA;fht-B2&WCH9vBN!cgx45_?m*qLER4lQSfxS zP#3E(qF!)4;QqMWzO9ev0}xcYR}K+}k{L)k@&5gT;c*2kI&}`*f7-vG`8kA!NT@fU z{FA(OEZG_b4=Ed<9Hgma5mMyY(BoKgCvX*TRekR=#c70=QvO3d83pNQ8hIR(;StiuTr z%zn5N%i;~Xb%hSyd1YnT!-QO_#m>MikO@2EU7cZ~2`Oi6qtcxw*9JpHAONp`fZi_I z`#O+)^x?FkYSJ?^56s`17iGc50HW69H;o4#Fh9Vke&+E!k1O`yc!@9xxNq?uo}QK{ z8ag^UQ5M~m(dRSb32Z=#e%sPA&BF-ueVS`h?Hsi@wc!4b&$XHK<*(zcj?_YMp)~h_ zb*2st4SD%_vSn=Nx4Cw>jWeP*)==kJX|CSEKgbjY8ryO^7yyuf&&LS~31|j!$W(P< zao0e*N&}Dbzk2j?``zu=f6OyHk;TfUwoK2MhDL@gEVfvEWgiQFI80z05WfQQI6mC! z(RY|^--MTAD)QP4eeu7Vo8xzJvm5u^OP3Y}hY_fUmw(8rR~e=@k_-w~#T-8jS{{=(|-_QfDpa{wTUin;| zLJ@)wz6-(#)&o)RC44v^TYOazMj8q?*bOcSPtr#-DJjXvj1&ieJqZ+4Vp-eU+gCq7 zzK9fPs}p3A5CHPyQ!%k-MhX|Lc?0bb42i%_DBdho!VpTDQIuKqfYcO4HYrM9{xlIU z{0$BvNfDKTj-cr>9JYvrr6c{q!1wXvU_5vC3R~&JMKcPR7#m1{$p03J zHv~W`L3QsREytvf!62}!XQv{}q!4z7eibG#R7O4rPfyR90w*W%j^d$*b@A%w(fZ^t zIa>zH0|Y}ZKeG`7CQ3kkSAZns4|5swOXJCP8iD%eEc4OMASd?SyTt%|GIiTx>I!W8 z(&`QYXLz&8iRIajdSGzzYQyR@>?9$y)hcN^u=4X~7`XXC#<;`ms0^$mM+gz1a#&cH z-qf!_B$m|geF%I04B3h9sEB7C1qB7jibSDl5!Pq>`Q9EnCZ_mbzphF8^GSLf(tfkH zbOzc~(v%~5=T$Q^8Q^WYZQEi|-s04A6iNM0H*QhY-aa@~%EQ6Rddgks=MyHo-uibzMWQbDaUfyW4wKwb(w^Ob%qCivc8*F>kc?Jf@;I+=H(@JqF#g-~3I!7hYeak3~f6QV6dEGGoTn zpy;H+nTj!=njUK-xiMlHfj^S8g5}T`YTl2c6~G96mIHJByYr+oW(EojD|L;?ln z5|WZNf85(Z@^h$aQovT;7GEv@C}DO|gGrOsYTLsF8Gq<$$63Dvr^svo)=mSwk(i80 z$d5*0_KgfjG)t47UH&8b^p|eE>Bde7H!M_y3*|uqArz80=zgu&^^ByVz@p92Ke+M) z*7*dogohBS!Tb5BTL5eV13^7nIq8K$4ki_AA^Z0y{OkbjprVS1XoYf&ZHE{Me_>edg}?Gn4vmhWH-7ljv*f|#F6RxyC99VbN#+Wua6F@!Hq0O*m%|Gh$-IgMd1 z2N{Y+tJ+AoGc4{XgmzRjO@kF871y%Q+4!JUHOeAWKW1iTj~s1Fb56&8I{QBCQCy>?!DAm;-nyU-@+w*DVLd zkVQyb973aE*T+j<7crsXSa9}{L=P@z_?oO@Q@eJ0(ZZKffrnYC@PI|{{hWmTImgqI zZz*|vK}>{AE*$CD9vGI{{Q?MUc*A>bwI7y@`3axQe_w|!Iw9a_?-EAHB&-aj8dpH* zIC+V8X*IT0*gjM8nq^ELJbaiv*|ME54W`r5m}xw49(k6_t#qc|D}m(bBVbfdmk%*>ItM(dumi&k=i!!K{L; zmDtc4F1c0m$-d(txXG!!dX*>9)M}ulL#Q=wFo7iSuDo2Sz;T+>;o!l8Wc8yqzt*>s zy9m(;@!B9sJ3tzk8S2`70Hee^(Oa{8Iieg8wLCL2GD0~H))3Bt%9hjfY@Gzb)dHEDZkJG8@!j;+mLe0gz66b*cmyH=pPyPJHM#g{kh(2P#w)ya_zFia*eN$`NYH#E5ts>5Zb zaXr=qR%vUi9W2al&Eph^KpZLNCl>2>r`a(ln0z})P4kF<|K_T-wGwDA*EDhzEL0M( z$~5b^A6wkYpjnsm?B_y$>Q#iA5`2*glxV`uLCOHGx@AynI#2i65u!sfssiFRiGhL7 zMxx3geddY5J$*XScD3=(VFK6+ZGO=1Xup86`iRA!r%e6a%h>Q6N^27oKRU)WoTF*_ z5Fn^!J&E-oA@2!kmDB|gwC?wQ2MJ?ka+)$D=@uConO8FhK8rIuXpbM(($|kBbb(~I zATulWFgD0li}t*VQuiRDg1?c{QgNl6*3q2Sm8m!SPN@&P=+}X4N!Dk|eXIUvlC+5= zkO7`@*)L!vIY6z)1+;f0X^cl~8#@LD62QRJGj89g+wbY&k!sna2uF}8CAI^3V}~54 zuAvaUPJTXJ(;>k>U_(^w_M^)ZO-olY9aTmtR)m`nB4MVFGK~SL!c^(YFH%tcM2Q5% zMJlu3cOjhX%Yg!BqOi2<0>(RfdSY-hU1%mGs95&X!_g%%@qo^|E+h);pz0A&M8b*4 z^`#kFo0%nTeL`2wLq%iGXh;X9+Zr9w-eY@;F{Rx*4G-2}h;GxwTas=aNMdqGxpQ!G z_C6gu=Fwj;>quluJd2OYNf(5PB(krTuZTfT28w0~W}_mBS>{~JVHyARD-yy?+5R*B3Et^uqEYWtR5;tsfq3>EzEi)rZ}LASXc7;h5CrC_vZS3UFhkAdD=s(nDE zR@5V&^ZQJbNdZ)ZQr(~%qnWff{1*aErmB3&&7|Gc0UwVHB5J?61zYATF5tAThbd z9P0$4#DLVRkJS@Xf=~%A&3xj#$)N-jP7dxK4WOe6B{b>74s3QHcnKRNf%K){vP#N`)0fBMB=?V4eiY;dvc&;_ZKPhyJqmsA=~0{HC2N>sA)k>A7{pMV zL9!$oa~*dhb1z{K=q#aqu7sRMk3<9VM%FY)*a0F$G~NxlAEF{5Qba5h^2h{!k?j?% z5^E7K#MByt5IB%q-7a|?XM+$_ear%6>|ugN28W(1tK9~*2Uw)U8DsF znuoU}a0nwFMLwOXSLKE2g%7Lf`qOXRx-|xFg8=|aG(y+pJK-h-ia2Rtrv=fTppU_! zkNvD!y`GTe-BJOOAWLvjMM*dU-HBTxHxgoF3 zd3vm1wuZ!A#sq(Lip)jwL_oq@Ll*gFQVA8sK5LVN=@4b)wlb!mf$gt;b*{0E@8x0e?S*A8r0NKEZK6n;GF`!mLQV zov;vO0f~JFo=XBcF|RuF^72NJAnZbziqI1>3?w*!F2`^{`)*6;c90#=^h$$-yl{X6 zuoEMaEgXf;9(C!}{kc7Qg+}kR>nD8#e{A|~wbVhGG^*`oqZWXJJ7f$W(fOv``tIuN zdJ}6C-qRPw--=mg#G;d&NTS!47$KPXQ*$x z^Da9e>_LHs{DUQ2u|Ah6{Z>=_&4KP)lucD}C4J?Li;o`|A6bO`AODq3*1kmDq=gF; zlu`&cjfTQc(tI%WwWjBUwai!l9R-c(W{F^~h*nTGPWcgwT7Vfs-9rdLETn#~j$ceM zq@UV?Yz?Jwkc1e34G&-Y@f>Fmz4?vxc7?}7iw9v4(!K%M%& zV$HR4!Vf=DLrI+C+&ODfjtL4l3oea{X^zYT`TP<2m$&Zy7AW1gmu9ThME-y7-^lGM zoKv4D&i|kOlewkEf=u&Oz(&xek-Ct9TTL=^_-VdKQWwwpvdt-24=VxyNF|y(Pfq}RG7MKgw zZ&6mfl0`TY0!t)1@d3ZHn7ebM-F%9yFyl3FB_6X7a(DZpKqlGLjDEv^amin=q?WNA z?eo67yAl$?P`p@Cu%Y!d_4z{}gZ2;!DG*wyB1Aa^gr62 zPevZSo63GQFd9I&n+T)8^1LXZMB@U0B>UdN%E3}0_i!M%uxj(Zb`!z*dv$)1xTKcx zIlkyH67?kLfM(qje1|EyX&`4HzY5SAa*>H1qU9c;*mDSVTNRifll2cDB&zP7P$dV>{!#{p}JXn4-1iRp-(JD{%`-3q- zY?{W#1kys$X#pQhTB&mnNuj%rBwDh0r<6jRssiF5ihVQ((~%fg_>zyu_60X3KoWde z9f=m0`Y*ZS=2ASAW1s1Za^C&Nz~06zguS$QA@{FmG?_P;67?UcVpFl zAhK85<-Y8o{E9~UwVH!zw7yS2uVZ_$Gmb~$o=@Y(xPa<)r(y@~Yh`KWmp^yj=Jja% zl7%cQSa#eg6D|R?8Ecfy9I(_&m z?}_11(UF&o0yNP+`>Dghi4fhc6IXXHzb;|Rrenq^?de8NNZXJ=|i)*6m6@r6B zwnYPSM|4o)Uygn3DiQqCw9=>hbIU(3?fjroG8t%oFKac|g+wsIPyEJC3(Cm^_^}YT z-}a2Y>lr=FIJZ#N>KHcR=7z@YrNoavk-4zL5WYaBJsbJdcEcNsb|awmW$;>n+s%EK z{;cKy?z&>vNn^&3Qplg}F-8V^e8^8>&EEg{Hq!(m7Hzlv`t2LpK&X+Rq>)h9jTARp z?_RB@blgjMr}<&pqK6AtT=c}6gvTABMgBGAg}iCu$>YbbA7yf{GFvNl_Rqfj_h0va za#ZGC6j4bi$Gm7)KlwfP53eq|J3q|M8!kBMmbPAy@UT+qt(_3+vDD}srrWxKgF5tc z@LiK{!=7UT((_{@C5ZPB9Ut%3Wxm>2P#M0V4@=xHTbH5l!y|8=i+j=e(y5aC^b0>0 zHeeQjx^+$(+dY1dXM|T}rEJTQNe%BhFYytZ2cI9vdr4PcX!x<`&YhVYImtbi(S39k zXFa^0J&Ly*$n;&mLgx2OFg+6$AFpU5ndLFT!Y0Tic&WTeHO_mNbzo=4JEgFpRbSUJ zyDmBTdjhq4c?I~y`fT9}bo-Q9e7M(Q@%G+J0oWBe_hY~5ZztSe6QhIu)-wNpb>{uo zW6XAI{(DXT{+0gqz5n8b{QJxOudSPZ#3x!xvoLIEUA8{0I^4$pUH zXAYF2Lht~xhnuL@gfK6>e(YwG)}>3tiC4Gn4kNp5J{%oBd&grQmS(P@QQS;u3JE!C z*mkp$9f3G6qK4#VzWI^hv-<1Jq-rH5N`vH9z%?VRak}@iNEKm2F-klUn!h1#$KJ%E zy+@9mM^vhkL>YsozU)D4p}{&{Q%NZToavm?L{$(x0&fBD zeX?zxLGWs*nA^4}$Qef;zMX%2QjBUY`yS5tvpGZ7J9_VTf0a^ySa?-=``VA#Oa8pE zQFYap1Gi$<&EJdtid~62uK+hdF;MO*f4w;nava$KimXW($!TI}EySGkx9SMX!eab);|KLD4968V-xQS@l*wz;DdA{gnuBTC4 z41MW55;KY_Dt;Rgug81V!~Uq?Cb$;fj~{=!AUc21v5T}97neQRe`1rmg-m29!_jM| zH$Afpel{Ac`tbO7U8Rk^OCA?iWL(ft{1H8V+16w%I5F z&dEZi9D%EHgpqmfb_(e+54-Mj#D9dlZ=N^wj^n9_Q$FBl7^aQ)UpD79q2O)7FnB-Y?joo#6_+EsCa$(`)VULEm! z0yERbE<@J7n(Tvs#t;!QcNdg^15YC6($D{ToBQ`wMe!CrJ$<)t!Bki_qNX5E(|smR zo-6>j=lEMJJdt1RG5tLwtnZm0J|>rpTpO0aNz8SJpA8eAAMkt`n`EWJC7*!S79SnW zKK+%)$xL9bNmHEd$fReqZYEJR0`Vc);#3Yp(@DgBNvigU*L=+`416NG`MA?$Q=3JH zD?gK*8V!kPW8F5-L~4*TwiqtsH$XJiBNS!<)dPr&0Ifjt4}wx+zn3f{-q2R;W^(+Q z64V`N-HL5$O?1l^S0k_t_f{6JxKznJCNyQFQV|6#=#oY<{QkJ1Ql$7SBySV%=D$KmP4rqPUJ+_}L057&`$Hgfi(M_U6aLfrcbk%S%MQ~n&2^^KU@ltLb{{ z`9Eed>`E*mH3u*rqP-0CJW(gU*V|HzO|x`V&hpM*LVy;{lT0-HmXD6h%#_28p83&e zUq+f5a@xWZUAw%!y~&Y5*ui6Z`1b^6yJLRAr2*>Y2+j;T{BO^G>Yw1^ofn!j%^>uK9fu)L1u$&`y&0iy+a`QjAt@+<;{~K0e?|y>!&d4XXHI|Xz9#zRuo>T9eAD;V| zebBr6XU0pX&YV5-uxmKKVA#PSad=TpZC!L|@=2Al6guXu%-IggcP=utUcC0lkUVp| zqU0&bKc20jG~ZabqAeypU6H@p^d=gs(73%Y2}NORL?i&bv`)7THes)hYPP z$DjqA8p$e1&97FfRq_Z`eifbiBK2h-hgICie(#)JJ`wTpQiFFocq3=G!!;A{wOLT8 zN2mNt!?8dUmR~J$xz*Tk%cYWh5(&#BlDtDa;s_(ztU-3qOL>oa>sQ3NsD`H9?J^&m zt((m{<&q#uZ@?k1q=eQ;xx1H^(>?)=42G`INGC@^t}L19nEo{d1$M&kQ7P88tbe*^ zZyjQ$n9Q58MArBpEuWBj-{2_VlpMzrbxMQFQfi zh=}ou12+hi^UzjN48cB+GTx^LFT1^VXHF<#vO5dcGaDvz8szAYhs%!+KZLbHbZp=s z7oWPC8e-Xght_hF&1L@5pZ*X`d~pnSLJWKoNk?WDhs_)d>6wP}UX2}%@U+&DL&`it z;mwgf3fUcQM?_g`e~TVV##Sv}NNN*K^>IIvJx@@#Zv$eWK{(Od&yS6I;Pp1^Ja|{^ zh$BH%ak!#_trx_MAtE}GGbMQgJWk^h2=|`{w#>bBsorqz=8k>&c=FH=jH&`0)0!8j ziY3-86*mO9i?5g@Ef^nq0B1-Gi2GLfCMKc2wR0cauJ%N<{ubPay&N3K6};5J*$ zV?FS77G5tbn6}T#%0kS*Ao2Yiah_>%pDSd}EI>+4>03F6$L&{#9S@bhz`KL^NTQ-e z`%5=$*l;2v=q%h@Yzq;La-YLzR~i|%ZkCaj-tJz~A-(hDLb+xBj}XDCsjl9ZlAE1< z*kUfqk8{Qxm5Su&^CD(sb{) z4$yXQVa)O^*cS7>rw463_hT{;E7>(gA~&!Fx1F7D0v`pWJ~OeB%u-PKrl&ifz|r~q z`4Y7fojVq)80l$bQ!5%kG{`1#2Ul$3mWQeW`DH-ce(rvpJJ4~~6PpKnomr?pI^AKu z8e~hYwu(=D{)B#5c=#EQja;gs2n-nDzy@|69+LkU`5u#?|K`z-JwkE_x**cPkS97{ zhG#LJ=ymqOK~*wqb?KC4UL+>|xK%5GElh}dAokR|Z;uDsA9&V=pPh3n=aA&f1skvr z4GmAKiVqqc!=bB*xs0o+Nt z5lUi2$oBVp6W8+1Pb#y+bC7iV8JeYM>FDU*bPNhGF1`2%-ESoM4^^PQzV7eIv6yvFejtho$uYavC!ryQ$)x1hkxIk{((63uMXB%a^1I<7aKy|9NTa|8IByCm#DJ^IkQeYQfsP ze*x?Mzp>2znmPaC-Txyo^kHlZErW36U9 ztQ!F@e}5bpDke8vjq2b5QF2>Fr*T~EyT^9iqHTJxwqV~VXGmvGCkSo%(=5lVpqkwtW1~_avk!d zUg5S23y4(v6yE3kw46G2Hg2lW0oz-~5wWH|8re4MOgCH3??qp;zos$C;LZ}GZFJdz$wh)v>XvSE zzaPMW3VM>uq|Jmjde&y#Db;9}@2lM~qZG}(4ML7p{I|sXhoZN=N?u%`&Es}2U<=9Icedi6wue&5R;H0FJr8j&t3Sy`F z#Kr39m^iCHoH#PtVI{J<#qq75Z&&3(9#>^1eAk;*Rj(E*9`iWVb?)pYQeBx(3M=?sq3IeB)&;bmW5`A&G61*b(17QMKWHngDVjsXQ7hQ zfDtRRC}Fg|btV=E1?VF{(>5M}!yolqbI0F0?3ll%>xIRNba&xvV-Fe2+s)?9qhxy! zycKn)>Cs>v2wWt_s~E2q1w)b7wt&0{vYkaoCv3{G07v`M5KRr*l|UBHJW73z7bp1! z`)qNV*qBy4)8=hSX;5^;1}>}kkR6KTSXwwXw!KLuBkwp8A|d}?ET5ailtQ|q-JzkO zCov;RIM;Ab!h7DDr-|fQD@0PK$#EYZ)%dh=gRPuBys^HvYX+uGMCL)Ghc+?Cj1%8O z81h>3SQI>98v^yX`x4G`XV0!|aXhdp&o(l9b(gIy^9J(dA5(4eG;H!(mz2&sc-zk0 zI(>om;sy_-te!r7s^x>g;vM7p1!TIFHg-1)2S-eW-VK}==;5YTHcyS_-CLZFV}MO5 z5R;^De#Pz?9~K<>a%9~+b!$H&1Ga)toT7t69$54yRYf_u5JU&aiA!K>fj7J7Uj#!5 zwK?PuxDH>3$3^89U{*)=rHN z2R@uTM}cCh22$`D2l^<=$UJ6&c|wjkQ%yJY<1DR23M&rGgh zq687~AA;(a(95d%SF&oqB`73Z%&WG$HsCq)i`<-Zc-g<#y=fG^_HuF_4Iaf26Nj+Z z0%5iz@9%{ME3HweTcBP%b9DYQ^FC_yUqs-;|FXIgFM2mo zNMMSNUzGh@h+7*r?{54v58EX&ZE)IEO5C|LQL??Me)kU}!wtXq(wEzBZCdR1`X}Y& zYMPBNYQxv?2{JC=F6O&#qUB$hk@RoBD!|aRXszJipgqeUPj*ACo%`Pips3A_v2aaI zjYnuplhu)@Aw^2TJi;?YNu3G8@^RlQ^^NKik7KK{Ip>|Nz0f#x!gQi1QqS1Q{XFb* z)2K+Oez)5N|6fa*{#a+YK|E8(?os{j<{L(zx6b{Ozo{+xiyOkTQ|451Xd0u`4b!BD z`(Jmjy~|Am9_U4#7IW3;*oI+bW(-g^rAm%%mcH;Qvj2@ciH0ezU)n)_>N6op-aWU3LWm&IGomuu|1Z79G=qaxj8WPgHdD znaalwOLs;jC(A0G+(`^)SKfK}=_(F+#?b>ks4SjDWa;ubZ%mH3Lb}K5{lv?1#e%kS zVamEq%NEOPYL*W!+NPwb$=tYU=%!)S%Zg>rv-kIZ%Ut@A96t2mfgH>vmZ;oZH3aS- zYUl2bOS<_U%0?tIBqsUe;Vf*Bst{7KUw(gkQ27{hTixajhfgEa6D(io^lI~liG`*k zjythQiflNzcrh5qQ^K_vLBo$uO#JvVwPMdNlW}s;gpRLzI8xWt!^xUIuN{p}NFbRi zw=B&cDZJd=ZVr^4+}Pv@(Jol)NFf{fZ--zV6|ZQ?#X+`|8LqaOS9Qs;9ZbgtnzQ7v zS*?J?YshIv&_J;j;Fr@V4bz_frlo$@j~zpwJn%XaqkVJ9Dp|}nYzs~xyT3lARz!q{ zi$PMEfKJ0gg``!BBykj`QV&u(C9%w$8=x(1oo21rysI=BQV-b&gg#HU5mq6kUNob+ zHjuNF)?vZ2{yh)(BUwUD%wW+Q>8c>-SYd164F0DC-VKZ$*)r~>2x$}>Bks&NocBSL z8nrq;>l*{v6I%J0hiqE*Ebpws37PIT0VE8z#_8A1-{&!PBf2XmDJl6yW7!MY#P`O% zOXJ%4&dbOI<5oyQl^k&JYw9JH{^;t7c;=Fu-@kt!$takX%xJZZK@L3}4sqA@rA*RD z_1>y1VuR#CX&1hJZ2O4Lc-Pf;n?o`)Z|Ar|UR1+5m@XtTgzX?MwJ|UfO&o`}PLC!y z)zEBGdk&2gf}=WubDhT~3rt5+li;^}-1Pi;`y}k&C~RKV!)6PzFT-&pgtTrm}7aqd~bH9;A+wafP6^^zm%VN-`-|BO5_2$4#ML(NZM2vkhu z1oTV`F8G-q_0frX@j{e557}!8{V>g_NfA32V8Q1>N-dtQTze5!27^A8(ZAv75B}Ho z1AFs|ibUsjT_#;}$)A}pAXYWbtjKw|pKK@t-U=sBn{N#x>JaJ3=hNA@k^FS=t>K2*X~KXmDj zWi2+Hf!R1u$-N1-xm* zJ)I_pySqA`w-5H=q?@l}lQod;sp9u*>+6+?B}}}!>RcOhU=ohC%gBl(r++CbDr#%4 z-FZJ`?e_aPnV6hKOb+OQ{WH^1BG|f#2>~y%*%VtP=cYF~0SFm;&$a<2g#U~Srmb48 zmU6)kLh7y#D>Dw8W=VK}L}H=vIt8$)_F|FMshPWy12mA2XSB|{KppKH`+QCFwEN7d zSscwPUp+84s$1Xltfipp)Fr?&6a~xij-4ma42sSg>&g=L;csdWTod5RyXBV1OU_>N3}g|>+< zI$xuM#SFk`aBa-Dim-A=D8Rxp;SII8W~=s4W6|E)viF z&K+hwlo~qKJ*oaM+flijF%3M5fMGjsCJOZk?L;o6|24$tXScjxBkY%i+tZ51lD^yO ziv4-~i%d-~WRAUWgu1}S>q!pgh(<^&^VY?Eyo4-Z(%oP1eK{PYP3glu zy}4iZ^n09G@hiB}I36t&3U3Z{4$mqYalR;(k^Z|~)}Nc#N9oy+iOsv0WK(^L*d+A- z#HYK+Vj{$^7rhCK9Ed;v8Ek~;SYkddyKXI4#OdR`i4A_kFY>!6kXv%L;>{RUZF#b0f-EuUx*3eY2Mw#0IWnUj;{ikUmKwAz?)8u zRjbBB$v@eSDHY>;aG^8IGdoQiA!heP)AwnzlWO=@p($xzW9*OS?!yi21`Q*pw$5Vw3YywPg z=w_$2Yo9TP>xj_&8Q!XEs1CAt|NVc?qZh;E?^JqP+IT#XQWgI84xDnNc353V5>7*x z7(sPFVebXU3U&cgnAYou+kZba!&7jb<&`Bj|G7S# zj_1~bY`D8;maEUMVyxOepm@jrKCqAKsGTPu2TeVh8h3l9@`gtZezZ>6-W}qOpl=Fh za%=*P#)Op*WHvIAb($02FEciaB&BC&YHG^~+1+*e_~WaBx%c(SJ1i$ZX&ZN)&geAJ zvYO6N!S3L+ON=jQc_k<3*foX4<;+xGDGIl0!tI_r*NZB@;cjokAt6U=a5p9jZI=fl zL(i~x30P(Mg@ksMuK{zD$F7r&kL9(_H1_TM=F``H${kO7H+3vzN`&5YDbxN^MeDzf zWk-`HP5PxqlHpt3E0xX@2F@QblommBQ}Ld@PRt~Qu2|+(b@ZHp6t#Jnh$n(0opWg5 zRRIa$rI1_BJ2pPfxBYhK!+ODsh+rc)NMUinH0_|j$vxxblKK)Mpk+h|A^EE8sBUiO z9VE6D2qOleArl_!7l)ed>od+eTCV4CN6u7LLz5^wHoaQ3eMzAMq(^pOpo%^BvLUg$uC74F+X%2 zt^^hWG!fz~xGAC97Q#|7g<~&69j>KWU4c06A~a5YM=LAW3Eqrof9UjXcu5Y^(k!bR;vZj6cO`#i_Fb=gTFqEunQpa*YK5`1ec3bTI|i6 z!c--@#-t#^Y*~fQM!_aBbNO-Qpl*$YMP4msN7M>MVHOdx&5$AXYhqBY)7ZN+g?kg# zL9h37yef7Nx=fYGz|}4B@&)oFk^tPFFli7OP5ScY>V=YA_Kbv!;*gt=4P^4T_JqtE z*@01K$StVA-hlO}47mTI;o8v#3P8Jnf$l}E&U*d(CR`lHCO5h*XN5-WI_*uKr_dT= zq#=q7WM;zYS1^_M6bbKjvdwYvSov^{!gUF`h9J0?t&g8AGz9!>-G+Jk>KzOx$c(V8 zIB|>I@k|I{G<83ft(f)t`U)3_@-^c3ZA2M$O6-z(XlK57@u@+WR}mkcWS!P}!KCx+ z1i11q=z=s!>XW!ssV9df7g-)(g|X-MtZIBp@`!*Uz6MOucrOh395533f(A>A4?dAd zAi^HXN8j>sDYF$DR^i4~IUM$ufo&}dgl&ownD#t+`0z@!PxD2*p0D-Mo;<+06DEcZ z(CS}Euj(+N>X5k_$qgUNjW`@0_%sBn&ngTq7AK9~S-_@vGrrQOmlOZOGXF!{fs!(v#F^-{pivQ6!QLNeptQqf9<sxiEY9^yvkjf8VW6Rj@;;xsqQ?#UMVj z1LDpv*bQqT_8ITp(opyeZ0p@P{ar;dA807oYD}2$O#FAi8qWq1v9eIM9jp%^%N63q ze2FR7|6Y6C$1SJ(;jj^-mT7cmvihy(q?y1~mX|mVPxD()_DvG$3i&UOe*#d`(U6dV zOOtuJsh=uOYO%lLV#4~nW*hE*Kmq)X*cXffNc~dr)&N+2VR@9-i1D))b^$G`fiOL? zK2ZQXRZ&qn8FlSmhRCzH0h|I$JBc>18VecU*FSQ?{A1KcZ}L?1^!jjz&*DJH=Nx}% zW}rRr=_hp@3noyrX>eLmX8Fz;Gh`}U+1RZ^9zWh4=YkpjrXR1LSplA=o^+XR#cy5n zeCiLiJi?e*F_*_sr8vM`1NiS1@p=@h zpZRA}na*d_%;R_bS4EvUm`yo;BwPnm<5!EPl;$<6W82oL<+X#hF8z{|Nk{&SQ4L2_ z)Xu^v@+gnvl%jo>mf1{#l?xJqEba0HJF%Fpz1cHGZFlx(Xz^wp5cgiXckjKz#?tdz z7JVF6tqLYYo~A=N#ayg^!DB2XpK7`k=$PAwWR&mjNpqHkaZwhn?OJgqNfghh=Ilgi zb^UtR#3dqBOu<-VK9lDpV&I7hIN2UOdv+apP}GRDnB$oW3AG(nH`|^v_zNA8#@90& z5Avr`wRIiN9nsvOS{KsJ|JUQQJ`H<6{TkszEOQk0CKHg)RugVc60UF7 ziJ}aX%%49|RK)M-1>Vtf)&IQt;^2LGaoUN?FFW_2ltqwx{*&cA3LEVWt7s2aZ>#;i z?%tMPViMVoIyVcXd%!3o)-*VZ{%a%B%-O$g-70#yF1fIraXY z#Wb{{U6S`HPv&sq8OEAV^&1%-t@Gs$q4y;DZ_=%w#7uwknB1=!*63(h=P*Gyf1Z*` zdzhJ+*ihlU^PU@AwB_#lk5iAb*vPB;bfKn&^`b?qy#7S32qwn&95l#DxJ^pv0s3g1YxW-+|u{hrQpAx@Z6RiD<=&LL1JvovYRWuR`nX$Sv4ukoe zB>x8|w=|W1;j-KeCQnS^fzBt#_BYx(chmc1@8l`v3DsF>%L3I4oe$ld;60j@rG^|MRvc{XKW}DU#={S^J?0bN8dRC`B=7k4s3@bNc0-Y=uUQ7S`Dwn zJ7c75BbFmxB9TgK z5>NQb7mS-c(cs_j;^J8kKWL-mBz8nyzHE?tzJ24W*a~gcAE5p;|&W4->Qg+^SCV zwdAny?{c>ECUgih?z0_FWkvoho0qNiccA5Qp_vtaH_W)_E?TlYoHxFB(2g2lxhsl| z(**G&90rBmkLaGK@??egf>2J$cl?2F+qJZqMh<(jWfWoPe9Q^UXGS^~iDZPk>Fmh{o0S;}sNU3!5 z4m5gsmpN^G7$qkh7Wo++KW-&y3F$cX*03Gb<w54I_1 zc3&~dFP7B^)e~jGo=d*-a{27xVjz8?PNlCi)fkCZ`O(MwfTkdPk}M$rt&j^KXPa9bxnQXYjQ9m!@T8^cb8! zv-0kRsHjfb+S)pvb;iE$mPA{09~ER6kcY|Mh7B7YF!_Jpe3Xr&qwIhI1CG2wZB_)) z*mB5p)YEfv9=}JfyB74dE8ZQdL54Axj$WrYQe=8>E^8ZO*gC?d5hRSg%L)>;8JTP) zLvf_Le*IWhPZaEXYOX&v5wLJ53h%de%K2TfNZt3Ls;GKpF|#^~(S-nf{wmB~-s-j@R{D<`+hG}3qJ z)j3{X)7jmaLmW|J?_9ugB#wPb^oAv8W@mT1bm@|NV_i(Dm6Nk`=YG1Ot+XHs3RGL>!vem>+k%BxW4Y@kgo(@vADZo zFfhgef=(FlSjjZ+iFgeLITb1I!{^KvR8+QW*Qfl2>QuRn6!CB4Tm}spIy8pi2mD+| z)G<74Y;Nw0zh31*ex&FCS>xEwSjQ&nl~d(?=eK9n?bFJ2>UsSUrMqyrFPb%aT@X-UTA`lxGCwn*RU>_Sm7k{9Eg(2s!UcG8#{yU^&sU(R6~DB7ATrMfX=$=_oNX$k9Ri2lb(L9JU-g+Gu=adh@yA)(+mj7H zV`~2VasBgsQQ&rYdHLe6UpwIV;k#$gU_K#~hm6eV(WCJV>j*gZ6dX$(O)}EtOE2ro zlJ_lX*pdGD{1WdM85xfVorlky3E<;D`uK4Gx1sE9OjuEGvq*CVO~-Bnr+e<@P_=TO za-uMPV+W8MW>V$^SK}QsOtn`>n_e>3cTUrxeBy!lbeI=z8j6<_-d18Wq6w}wHNQUe z<=&+1Y}H0M?VOq6J&^yYPYA7`i6}u8QNF_Qv-=2IS`h`rlfbrM@}{zGJ8QLGr)@l> z8>%{SjD(m0DzD5=hk$;3Ig2~a{n~d?+DrZoqxaprfBz%C+lGHNYn_*~E`6ihK)oP(=$%%ZIOC^~OA9IqVjZcmnvJ@5+HfMz01BkRg?hDuAhTvXRDa3RQffcRt19B05B z*`R-i4UCL>js3YwKEgQam71!mdwE3^IQ1NT{p@GY0=H}tzxq;4jQXNcz3Di|{5}vE z7;YF|!ttG$d)*?&=ia@01X-O|P7^sm8GNJhYHCKiz32G-Y@NvRO+FKcvyxNsNPatP z)vX&hiYR#XPrm8Y}lUK^1`oTIP9ezuQr~)Gj-}z)46l~r7G$wDy4}T#n)R; z@x2!9WF-C|N4@OZHwo4%e}8{G4aYO2{;A$bo^w1Q?scS@KMr$>$y|j!6dOGThb*~f z70R~hqDl9-0DK4k&i#h`9(BO#82Y_PS~_Cb(?4Jq)(P$=m%nE)BG6%&qy%uYtho3gp~a0_eAA{) zy{fNSr2_At4-5>Pb5dxeI4crwwaZKV{q74?AOor?G2m!o2$EG zzn0=sZrbkzRZf@nZ*S~+bA82Xd_-mAxA#2sKI(-9cbH|z?Yh3=I6FEzs=hSexN+m` zW&NjZ)8vVIU=~@Bv_rh?pE+S2B>Qh{laiM1x9?hpO@gYV2g7ge;_R%gLmVS0pj7HL zj9!2EaQgZ4=bGy3q4W&NuzIy>Ic|*~&o>oLIv*6K}ZWXVADM$C7J$KU`>P4FC5@>y+(yd2y+|!zSGkN2e&Y+-0#l@|NG(SJy?~6pN z@9!@&W3B|TWpA=g^`AfOjDOx!Qc&1S+b&BF_!#%A@!rjzZ{NRft@<~gZg2+gyr`^f zFIPz1qERUw^Jy*^eIw^2XM;olm+MH?Aw;hUnWN>)Eqby|#BdLnq;Md#P&g z<%!#RV?oN|@-Z+b-T14p9;CGPm_D|WAqa&6@Ksb-?>=&*yV8IGGiJ_jj92Y<$E?To z=H00(8$=FOED=-Gk^J?eBV+CU70_1vXVeMe!_&FAp^lQ9|8y8z`zlFFO>F7{7JC$KXdp08MKF!w-U6J;@6Ko z_X=ArOEfL~loq#7P}0IVn&m33NJU_qtwn9a<8MzJ0b$SvJ)hVP>H9{{(^H4C84W`R z-Zv{r#Zu6RzH&XY@2p$4>DT+-1Sa>&l6L&YcGIR!yZp+j*n`cy8}(<;E~fgcsH~ht zRTTqlq2pd5Lzz*cf4XJ*x;L+1&mo2Kjf%g2@5nDLD=Slm;PvfVc-OVf%$OcFIN%&P zc~W-h(4i{Bhx@2-pnX{avGmyP@bF<667ITu`SOfJFGD@%E&cr6(x)C(kz8; z2Y#tVrKP?AdFMggEN(e=XF*0=a*$QB*8tAqkj6N*ji)f9sJOCiV&J)RgJ2h*SX>JW zYlA#6dPVX;DimJNZqvvV*q?*IO$sPrd=DP%!j}7@Z{I8j8a9rYd3CWJ8yarhx|IT0 zwsP&-(ck-LckUmQ825Q|7vqEl(x-nIzEBx9Y_PJj42^8L=kdYb;#4`YzY+S+Y)R+L#K zc~0rou^p{X0JZ(lAwybom3nMEaNlxG2i(RC7A)|iVdCP%U?@=6&~PF> z>;`q}cnyt5)K)q18&}Ib3E8IcWbe<9?PPEWP676;s3_LMg|jVgL86m6%zRbM)4c}{ z?A8sP$uZ*k%8@jNsH=C!zpm`#eJ$G77|(h)sGB|n&DO>`$BE>vD93hE(O_s-Ot=U# zT=XSY?P+1J7WpVkinpz^fNDsX9O8n}%Q2_1xVm&=GeAir)p5$284_xNvlv#N=cLi7 ztZ{bEg41$3)7cxtq+=?Q-S&x^X%Ryy&LYCX!qTb{vpkW=ONxtWlwR;Z^4`8ZNhP(4 z^UdjfvVG7DuPk2w2GZ0qm3{OkisgAZIW`s+3UTW`q>}z8XlfqgC3uH*$cd_N%)Yqa z>GmnOwhPy;jpdTg8+MzfsFY#_=I$YC-t5fG0~nM$@J<(=ojRK%ckllFo4D#k)AR7X z@ckRLz=x|<=x!=T!QX%Qu#r%tl0L|*ZWpCY$tKh3Le^meKO)K?Dv2*&zp{q)3}4!P zMECEsCFHLTofRH{msAousR^{3nwloQU&E8*t7MUTVqh|rXjbT7NA^lLJpLi-bJddF zMmHMAa$ns*j9KBW_U7ucx%1}DGnDEB5wOC{&n53#Sc0e9Gp%a!)-W@-;`%XQ7bO~JZxQg zdK+=^J~MUmsE;2%Mn*-A{@3!M0%|Yk;lo`hM}}MeO#E72{({C~-}cf31}INsq+pfc zt}dxUcgrv8xu(!JE6d2w*Ec&YZ7=4oqO9RL8O@zLmny_G(tQ8+t^=l~K-X@7PPC$v za>>72`MffoNxd1miq?w7i2;E2JfR~zm4JYNULDtveRaGVCvX4r{Rt4Jc!S~-_U_nD zPgl3DG`**^l>Yo%dHF)7CTA(A^|bIt6s|dbd=Zq(lLqu&nZ$*TORflb)LXXm zP1V*mld4er&wczM!1LXVj7l5jDE*|&28mz313DsI4p(X_ZpG(!(n0k7!|5COI%>%w z-jb%K=0&1V3+&jMm!G)t`rFl_w65ld5X>#H^j80kJwW!yk7prYhgs%NFZCQadBaYr zirfot%h{W8tEOS1v+MKXtoBpUS+N=7ahpUio#;hTeb}y$&)SYY-;X!20f9joI7~NR&b4DD&KC8zalN} zRaM)eLx((yWB?F*W8-cgZm)gH;<5=eZKQ(>K|#HVFvF5OxXye$c4#QRkj$I+3B`hd zFk;ECnv*77;`5DHIXivFDVok9zQzkq96kD2#6grEzTLSeN2Dq-PU#P6Sz88O{_ix|cK$Bn_qtv(WQ(!OINcZ@wVkI2U3#N88{w$MW zr>|MXpGB z0c&j9vc-YGdtm>5{g%W{-+By_^eA=!l=zt&-ieF$}UHW9lH9YETs;ljsoz>D$?C>CtYEq1@TG*%msWxre zyrU!J^W=Q|xLo0MK}1&pUvNa|>daMpy`+Nlw;<`3kYzGz&Pa>%KG#*KPI0kVx-=H< zTvJ1%gt%ppD!crC53?01q# z7l!DBCM8Y3zv)}m(o@iC*@ROCJxo;Q6R`f()opm_)6VMtmN86ZkdWqusu}c&^8m2w zqNuqSB;^at|KC%^-xnR*{Cn)v(}Pbe<0En@^=2hjUQ4nvH%}qs=Dv7wh<0B*QWeS1 zyoj#65rv*TAJg{arl;=%sVWsW1A8T7sR}Y6Go86z-W{zSP;TbW+j4$$ZNLssPlG=G zf7y4kk3_6H+c=eaid>6BRmyg(d*=Zyu*oLW=f}^VSqOcCN;509s18^$8}9c$Fesl7os8`M}FL&>+>8PBviWtGW`uQ@lXIG`k z59kd7fv)?e-j=o(eum8`>qJQ~1Mlo>E0V1r8w_)ap1SpS77=ovPNr-5Ah*HGkFQSe z`I-(eG9uzBueypr2~Ic|*pv*HPK)fM5Gz6dwzgLMW)CB@VncLV;S^Rx8A??WCcx7@ z1pmE3Tu}6!f`>^lEm$TBqGQ{(Ep|InzuMWYl*L2UFSw@!;1TsU7Y_h&#W}xw1jGhR zAUE(fhriSGZhRD)0YD$$5p689dVk{0K(QS7SNrGBDo)d$7~S{$NriM!Z_5J zf5rnh!G!d#1;5$LHZAHrn5vWv0Qzugd{IXKDiV-LhtAi!4w`O68AaxCquDCy zhh%;zA*#a^w|^9BIlxC0vqLOBPmTu;U%G5rr?4YBE~x}R!ly#yszw;xmv7#z2Fhvw zG`pdM?*-qZg|>85YG_|dEA6Q%720-mECRVqeQF)uKSaB}7rCB?@ zS7p?eDn9hv%P8E%>m8RSM}d}Ppq?TAUJu_N0Iy7ZqEKtX8hb$|1ZK0Kp2 zIki_m4c7C!0S#xn{2pGZiV6xh5VH8J-M~8|(m0R}gF`~b=3WX9cf}1t+#!PbJ66@o zA6(&~My+^}y0>5%&9C?6t|vZu_x#*G+O086x&P&YP46qd%M2VeXrc5BT`jX7s>Ao@ zJ{p~7Yq#Gtve!jF79dpG5gc!LHT_dL(D!9*Z6?&)MA^=tjbmzur5>y9)2GiIEcOEf zGx=hUHa6mr@t$+(aL9EpH!K^QsWN=wSg@)K9DmHsH4BB(-!38z9Xz8X?}i7^qP^KD0J^Wi&km6d&N%r)iWBa_K%kl0qsfD z&6^XrW1}+`CAkp5jU*BqL&J`E&Iyh|zRiWkFWyz(;o81Su)kWC4s!^qFeq_TB0 zTD{Yrf9*898Q8CA>Pj=8q~8BNcEW_Cz$V3zT+rcKXb7f;(?k96yhWqFG}t zZtMi9amJylEG#xh$mS2{W^}5fsHNvLb9Sdoeh4Th>(U`UYwU_7BXWt~o;_=yJ9|yW@5>$t+8(_Vp(%5;A(2W zQdo4uVO2q2Pbd3?j>4P{FzO83!C9`Eio1IVYdjjQVPxC4Z7bU*QD-bv>5)m3CfVNX zJ754M=~^=5!pCWB+}V8Z?p;~E*fY)Wrj#vTu&FbOy?bulilj3F?Tua4DgDI8473H8 zF%>S}H7tyiH^khs%QVkH$0kJtx#SiEKwW+>E4x9B7@phvm|tv7E6cK(mrM^o{+m{k zO`3?h3GuGDhEAd$NxIp>g@;IbBkE1-95^ZEL386-d7Hfx54B#Q*Qw0HL60et-r?`Z zBGFT@0-{vjQ?&bM(}F&6AQ9u%)*M-qxf0ZC(}oS*tj~O|elbWd-ECYaw4<3U?~(2L zD>oN>zk>2Tnswv~Pt!`a@Hl615u~0YbuKK9dXiwCJHd+JK@(mcw4}a(N<4??w!6v} z!zvm?aDt&U&{R+gy?Uv$d`=oR5qg`IRkGu8B&Yl`|#znUynqfD^%I z`tcTT+`Or0Vv^H8-DsY)D(PDs+$YbzJLPIC8Fv zinOfOJA;G!@sQfZyGU9;rV-FvwyZyW6&$<|MljsRZvFcoAe+nUW^diqGJGYl*%M+` zH}WrSD`<}=LdZITvnv!Ia2YVv%x+t&3w^&2OSdOgzI2+XBI)6Fe^@eUpc8f`x_|#3 z>JeK#!2UPI*eu8__6KODjhv^uU@bT!83q+kPnx8sbQ4RwI@$=_hWGaaD51&1ghZSHxcK+!{z}x`pPtlBKLrEA&+j5TuP<#Ho%!AA= zCRA>X6d_P_zNb(32OYe@()E<5PahW)SRYG7)(DP1wyJ*8w^jA=qk=lJEoSDHEt8P9 z?B{qz&i~}28=8Ij^pfP~1_(tPFsxKLg8s=&T z%<94SG9DGATh+{;mDwrkpvv|#?DvzC*&7(R2k_8n{(NRW$X z;db5!g}Ltg5EVG|9IOY~i}^XQQ1!%F9lsMwg)OIljRx0a`_oKPo(aPdf>tKTOa=t; zYH8XEq8y6hootsbsXW-jAt49p6ZR)`Xxp|3g>0WyE^F4v5rir7<*9mXqhsRY{K0Z) zdE|>eTda3+=?XcYpX|ND>co>ioP}7>Q zlGcs2le4w2uhn{WD8TJqZQSFRFMGj%%pnbdu!UZ~eu&X9ljQ5KXW7^ch6>&Xid96Z z*+z!df&-x_dGe}@jOM^sV3Ah#?&b*O?Ymh5 zEn|8NJ-XwjujA}=m)gq8hZJp8a%}_(8~3<}h#25nD^YrAYv0$p(?9;2;oq-XSC@&E zO==c5WJsvGw2^1do(;WvHIQc!G;$nZ%4M^NF3!%*DU;{)pbauuxX_?tFO6o{=bTrj_4E=S_ggL>y87tFIr&&lbItAodNrZU`LQL%y4+-~O= zKiwpM74h6bkXPb@X={88rr#F?jFB- zwP@%IU^<1#8E7UYngfjb8t6I5R&aHa%hr3!*KyhG)SQg}6v>G{Z)Rkv*a&lz$2lf>;IZ|yI zq9@!xqeF@;L+(f25J^WsSCGD#rLZ*^kn1Whyo>Ijk#l73fFTh_}z>TAI-rKHIpOu8lw|Ca{rw{VYB^Zq(4@QSNw@Waecl4_r7mPY7UqO3rwexyoK+Lbgf=p~}=%*t7Utf58@WV&Z1XT1(}{`fVyDr|P@ zOib=pe?q=BX#zfPS42d__?;P_tzySyzWMCUohnIuu;RK`vy=Pn`TZ3X&VvHn-TdSD z$uIyl6AO#I)GP*4m46#aQw)t9!t}$2M#jCSto!=>ySs>AVS+8$mTaX(PR-8Cd(30; z-F6-{hp$D---G$D%(x)8Rksa1rnBmD?tZ`R|I-4rhV*r%?lXPWp|CCD8=Y-623cWF zw-pJ5C#P&2&M(_TK`BxRcg>~APx|S{=`V3qkzxF+%PbR}bI+~UAuST?1H5!)dJQ@w zbLyAb*gP8G5->0EMHIH$i{wR^dQ6>_Lm`Q{Ss9vM)I1)yZr%2G_PiArH`mm(2Pz`X zzXNH-N-7dc?>&C_uocJPLKDljKLLf<2JARD&5xD_U_#|(bLlNU(#Z*{yD-TW07&)_ zspW$YAEe~ix2w|*mtRFUa(v7(KWNB=>VBW={7c$w-y~!Lily29(&C}9+TUqu*Vx%T zelfivz}{8CU&(f6(x$5uwX_gr4jZ7PWD%;{PJZiqaM)A9!CbyOiuPZD7$bB;i)el_ zN}Wc3y-II}KxMzO->?I6_P1}{s>2!F@#2yCsrJpvQi1Y-S^1Wv`ga_8SWmSj&uWo< z%#V%f7Im;jOo|1A!(7PvT%NGCeBkCyo9+^nHNNV7IXud;wyK&y^$sEX!yTn`XA~A4 zy9}vs;!}i2Mt)oCw3Fi`+U7s?r0-m$5oB%A*DPPYdjr8q$)A2KBvIG+O z^5rq~^qZ0{Q`dDKo(19c}NTmabTFE~=n`;Sj9R21r z+vi?|7jo&sg(3I_93~t2JP1}v{`Y+}FEj_PNwlcQH-TWX#9l#J&trbcx^D~p zXHt#O<4TB5*OtXC_!LJrGKnBCf3zFh+ z_0cCbVF(Yt5G>tGQsjir4NRLX2;7RG$||^O_?xR}VSc=d8u6&kAQnM|XxVJGyCn|P zaX&0oaRvHRIiTk&AZ+l)0}~A_|K0Rl=-}{WZOO1OGtH!?B>6>*pe{_CMzSiTG z-#Z4$fR^fwLC?N@1<@%#J=rCx-jDC+^WxW`YnBDKy8IjMI_miUP?@WPpKg6|ZpJwj zF2Lb0U%d)fkwoLPdUu?fS^(?`ab^<#{srGTmY^uW@{4|G;4Y|0d>V~I(jeUhu!x|* zVz+GLy2D!E=ytA;Or*Z^1F~{hxl&mi1ui@@%4HWNw<7A&wr9Rce$Zg2c*9Of$vc=j4l$$}6g4c0^G2Wq%~ zNNL_WymUuh#o(w#QFA0x$CWE*A~J5@p+hy3XC>m@ zB+=AD9YsDIIY&w>@ss(V@tP3R0X()%Zf=5Mm+#z}IR7+Gx;**np`gY@rR!m8-@~W_ z1>1^&KqjY5&U!Euqx_%wu@-0N|9|qD%2u%Q=p^Q`M%rQZ>Jw8|Ks15#pM7hT(KG{v z8$~k@VMKb#vprP*<2BPyAEbms0BCr5Bz4mPfMN4UbI}2|dm8FljjH3P!(TQBEl zwET0}1Oo{W4}f!LPXBr#PiUnN8;SgE%BqZBCSTkJP*ledT`v4)o@SP~?UpzFN;B2H z!S#iV4nGJ<$LA{X1JY9(;UGH8$=N_?)l~U^R&Jn`gXOy7vbfvVI{{~HSNXyt)`onH@`lNHGPK}Zcou~WdhSEf*Ufgr^ zC&mj-j^9N}AZ}8V^?K8MPUYrxcILb5R3v%VBV~xhr%!h}DhE^y`NB9H#p&Q8MdvE~587}ykpP%9)$sR@j#kRR;XFQn*PVML$T836tDfn?oxP6jF>xCKs=z>L9H z*{4>_=)z-Ym z!5g$Ze!LzNcyHX*az23i@Zo-R72Q%QyuZrNk(h3)*N=}bG+P{7Phmn8e1?DN{_Ew^ zzYL>Yl3#9RH5tzVO1>b(ePlTu2I~EeB@!dvZpx?^AUYA&Gf}M`_dTcrGukAqJ>jXWv{a}%9NirgI<>4R-jm#s;YuU8qOUux zLRLRNL!(wI=u9asjU89QH*~++BzML?gPC6M(P273KsW?Ag@>dnJg0a2G4w3 zOv#v!qEvbBI7kepza%gkuIEjvWTI4<<`C)RdeMZNM%u3F;L5sz%v*2^* zTH*$dXr7_^>jPqPcb=W=-HRkQEGjvZ&~8*@PVSGE$GhzT<|oyZP!pwCb%!n>DGRlQ zUeQpfced5`MA-chmJW4`fvP!KV_!o-`}ji{slTMw)_{FBoN1_+$B!OSAz~rlFR?~ ziM5#cAtS?3b#P|&4bQUG>(@UQVTYl+?nrvEv@n)mSVmjHBb%$Ir2l-$nqM~(0*`-6 z{=aKJ)cu@%6NInzhi>@e+(f)BWXvR2?akj)P$F(%!Y_+mo}gobXCoZN$OOgMKItev z5qxz5?9K@_%ST+ISc)uODRYLat*n&DQic$mUi8W;kumB=6C-K4=Epi8&7=)q1LV@@ z)v#n-u?~XstOn;m^lD_ymrs-*$o!L#1A%pul(xr00uX90+`qp)GWMIxBY$gqL9@Sp z{Tkhj$B!Xq)@eeJ!Hb1L@0;q+#$K@d3RD^4UzR_wd?TZq}p~0PubqC+n=@^5o9jRBz zCXysIv)fDO(}9t$cSGWU1BO%G>gnnAgCS?Mi2RtG^Vw?B%JinGP@*(k=Q;RTQSE6Z zRV%2tcmIB;iIY5B-K$C^tcs3&>DBPPoX1rnW(i~uQ}vPbh%mo?{hEEUtgyG6WeZtT zG2-T+M|D>gN5wOWL^Y8|NzBpX$q4bS$EQ?z*A>vCLPsx=-lckQZQ?;cQXaWINzh(I z)<@?DyQo2O!`O{{q@O8m;nI@;ge<^5#`P10Jab4F*;VMMU0GR)#3YpdEnUlhfB40V z30s=xcj)Tvx8!GGcUqAP;PsR1Ph|e4rA3;9keWi)5gc4c3!)WF+Fnsn@jtPfR$=1y z6J&&%s;VLNvCBn4LfQ1X!r8082p?3=@>6Q#it)O!<>zXqhPd6x+PD(61+{n<$CgS_ zBnGKU4nY;vXEnMkF=2qfZ&pnn@7hMei&_iDfowkH^-wqOv+#dZI&}z7j;H~tA{C3a zh#5j9{gemn#vlOGBGX9Xny)9g?9N|J@j0I-hCe~z54fPlH_6SjkqUkP_RS>R)D@3P zpOB(M%IfMz0INPxzD+^WP}@;kZSFVsqf0*X)KDoI1sTp3yz;+)Zh(&*2o@h)l9d$v zC;9&~XuyE^RLtt$1klXlr;uU&*uxp8CT8{4d) zgFYqiaqIoat#RbxSGQ&6x6X^RAvD(kBz1@QAi!?={!)&;upfPfeiFPV0z@}QQDz4rC+`b88b#+Xiz2QmyKId?Nu=OWMCl6oMLfN z(N5s{yZ7&ZB0hpFiygYH>2|pgzxNev_ z2#f&hsbP&(djVGr$^ZDVd#_%;q=v_EZihD{$+?(K-@fS2Z?Jd^8duiE@1k+FBYX;g z7Dx!#ZzsKh_;^Tvp3q=bfHw(MxDYmjpR|kIMp+^zoZ-?15Kgu$LvMz=hY%z^PEVKP z?LJ(6ZigRXY^bWLEF_LVJLvCi?Ch!+w|lgNLUtDkqKG*@g$WLwSv%Q`o5>o2joBNq%XYSjjINb#pXKf+3?A@^TnSptNGTDS_4pMzj2(eX z?05YEvLSFa0YURP^6zc#Bp4ib_sK~u&D$BK6hnthgc!`9Kbuq7O31vSS1wcOJ`b68 zfTy7wZu$^j38AE|QIO55RqcWd_n_#JaVd`)R{Y~fCz(1pP!rC+7~&HI0jW_yspc#Rv$a zdHN(H49-Hs!}kCk*yLW6_+-CNO>Ga;ya&c|=ZXEhtCp6`H%`9L{FUQP(Jp=heV5nj zhIa_6I;ieR#-7onkIePJt}drLfTwjKuIcORKY$V=>CCdXSAobCd>*xWCl+EMw; z4L1xD(~s1zOXCWEPh`Ur%%d6OCeUGm_;0~w*+5W7jl{2!}i9x?;f zt$X)Y^c!NHVCqywg5zA)vv<4CxZoX>_i{3K-77DoZsrvWq5~9m4+Zy0?*d<@P2QyX z^K6y0w{#X$E+h&uHN)wfwPXopd`FH{cU`T|`mdiHZn)mq5*~OJa2|!`WY`KGu*$LCfxS3#E z=z~_K?ClP$?SmZzSFF2|QUKt?BV@*e(u$gz6mGLXo~e~`x|F&c36d>b^rFgzBaOB> zmDE1**cb_ODP89sR~vadF>S|X`|aSOs_Y;+L_&K3t- z6q}bFzvC>HTw@k5GiT(xlTi|r=EzLU$?r%LrBx4Te)nxT!3%{#KgxccC z1ZwM<$os@>*7Gw{%31WLCwXzUcCbH6WbKIgr&Bo=)yNi%=FQvwZ2R{^?(KFo*MH?b zMax!NGRJ`Wm3H?X9|q7+6z8ZnFTuEj#Eo;`pJv(G^Rkd7e#5V|Kmk_Y)r!`~{QTvAMMiT7@4Zi(!s9J~=g)5~bV zf)1Rwv#9GkpaG1)?!y)&$+lb0(Tx%OR&%RO^a)Hlk&` zSJO7vtK@eA=C(jt4`ej}1w&psQ-y1yrlkHcNK#rzLoERqm}R`|_`M|0dJUd2qy2O= z>Bv0<@`kYCQ(;m_%XhdL8#Z2&I}EBm*M*?{wR!9ZHffM`fMWG4ew_Ne+(~P4^|Qul z95P;`8s$Ed^i-0u|Ji;wSf* z{_OsKiAIx9l>=_-UZ(|`{C|S7YSaxXEAE8Seddv81KQ1KtZ0K((SQA7BQlQDhT&4` zqcPRBN1o(ggmF?0>UvA9?dz(y4cEP!4j>;U5&;B!Vg%(bQ-WfykLtH2ZTzPhKGa+Z zCcd9(YJos6QIiNoJ~bAvV1lZuL9`8neA+_RHtLY{@Q+H)2lHR-<5?$3%C`ec4kW;f z?v@@Y1O8fl(xl_$2|N5UWj#b=$A_n`4ZCn5r5eIU^h$KgvApV4{}xYKD8?&##(P`- zZS6LQR;n+}K!zA2pkfmc>QSlm@OcD@}4%piw<3l~z4}vO*Ga z-7R4d$^r>@*ZpeglQYh5g^fV^iC=a&oP+E2R@!KWFJIUW%|GUXRwy{beyeoMM;|2FMA zXQzq1sj8CP{#t`v#E>|G(jj#p3if!9TJq{#yW2~j(G!|7BWV|QovsB~O-QP)=~itX z@;lD;?XlXX8GWITxaD7{V%~BX&~!Sfo~JqxLUG%K!%u&rC2{f{FnjJ?WOt{KVdq`` zN~FufKm}Dxwt@H8=L49SsAd9jxTVf?wf~b|>E4)ay?UBQm9H4*)>^NWZab=jM9O60 zb3_FAEZpRu5o=#wo&_{TNpT|HC3#%><~4`Q>Cip{M~hRoUT54;jz|XOK}E}Z?b;ic zulzaWUE6s==gw}c71lp~u;ECOGjSVIYdr%f8WEW&--*9&yd!0>*r~+O(#72<3TF)pSJyV!S-K&l71}z zu_IaF-#qZ6a9Zj18j48hN5_tv{s#9vA3`5^Oia5VKp(d)TP{)k_2^Fdbw7>43%}0& zbea9B0oKZ86mfpz!TtL??hg!H^{up|eyx*}*orV@>(<&yA4Wf42hb%p%c&eqcSN8e zY;*DmaH?F^pFe*>`d)b)8R2cdqS$WaSFfENZcOg{>Cuijv#79p_fBD#BDuQQjCNg> zVGZuv>~V=TJw^r@GF(TJA~o4VFn#YPVu1kg@e~>yZYn`&tN+qjSvZGx?A%!e1#Pa= zZIvSi24Okldq2dQ3-4R?Bk{ev|4#UO(k23cU{qb!O>A=!s0*kuNP=d z3``@Bz1r7p#JLOaOK~NdqyOgY_1IVqHYc}XXQdC>{`LA+&gzFBocnzBCfa{f)n3O= zo@Ag^Qp(_wKpc7E(ghJ==q*f1_TS3ATePwAIif6ELnSm}brXozn9_&)P8HUY2#&RG z-TLkC`;3||P4=1=fA{WTtFa@_E|^QNJ`|=-5s0nf+FLFCQ27`at0d3hzz;)+b3+e1$YcQIl%uhtA z(L+GKu*)^GY^ zBBoXA%4#g|a8}lyJ!ekrB+l9q^HJfzntv_L%zBzV`bb1>XpDI}aOfW0S^Px0GjWPG zfw8iec>Gn%o0k@aKf2SX{d-=1zx7MjusSwIg&8A|D|88jO{@p?+Gi{osQ>c5Q{(7h>l)EPAM&|W@mXUD*;fwH5 zm1NKIJcLDE*^#*ezg3Lw*WCD9ha=l-;J^hw%7;lOylPWwxH4+opJ#y^FS4=nN@Qdx zE4G*3+ceU0*|MAFImAHmXT{-4!VnxAtFiJ5<7xBr4Z5|hs;ymp|Gxgji+F+VM`AmV zgJW)HrUzX=0_oP#EsO%?u>SHwdMhkjdf=Dz>k$NHm!Ou-U=F%5&a+Q@0s&Tg7IfHAgi-E)u&7>qp;XKbpy zYlC4w{`JT4#&I80_bEz3Q5l8@M)nNE` z6g`3w6%$T(Mj4CB{%reKo7^%VdU?nWx*em^$0z^x8T#YL55iI1oz|siv=7`pIvKKy zO8WUf3A&y1&u*87oIY}7mXEU7KsXYZ2=_e0zkmO7M8)h2re-I9QP*AIkqY~Ob+9*- zY4i9TrO=ySdLdO;p4H95qo>`93H)u99&+tEbTH#hvaVRFtEV>-Z9c&%)ob_V`m-zx zo?xl;Tb74>i{fn?ven?dPZE!PepsA8#$Dz|tI(L3%1aCAo`?PVc>jbL4Jc1;nT{uj zl<_km9{7`Zu^ zQOez>Atj@70*{`jyw4LM4QLVZRqCbmtSpPH zS$P{ytM4~y?7LRjfHJ^j)23VdJnz-j-uYJnOg>d@#f$g}ct{*sdUZI>TI{V`tfv`G zuiR^ozkeP8&g;q%n%?{Ci}0A3Bg2hO z&LkxPf;v~lA!p|sT>STM+f=$&IiHz)-ZidW;;k0Yf!cL)Aka>ftm@OS>vGNT*F$<9 z^2UidjYjI%@EH_}-!@I{*tKf}qd2CZqm~vH*`TpTFAskRyZy3=uS;B7m2s1nos^&U z>QxYOuBqEHe{ZJ{T!?RBvc>sJVVjq_M1ONSGtlT|LdBxx%jYvA)?WlIo<&(?M2PKe zb?vDG1u@3Cp4MFVY52J%=H|Sq8eVfxlba=xR%0n%rkW7l$~Xy^ct@s`%Ftf{G`e}e z6CB8V{9Uu#&AD2fo&tums;3hNmWw8iw<}BoTS)uk^ZnomKi!`uyIDyBmsIV_UwTfyp7t%0-tl z3@?o8(6lh;X`O}Lo`c`NJE2+B=q>l}oUJ*xSHJ`W3IVC0GZ0#b3hZl#;G+S5DG*ZLPo6*ws!ZD6S5t+bd{qQDY>xb*D}Twv^AcwCwl)syg$q zoYVG=f1h?ro295ok;qcn+9+CVF_u(PJY=1*R7i-PO7(=SFG5U-hM^E83Mnn-wG=}t zOO2&5TA0CP%kOhLW`4)<&M|+?aWM5f-|u~2_j#Syd7d|^aRfi@K)i_ZXAaBe^!f9e zlFNr@ySTXb8lYM*r~u-OWXoOGD+ulfvNU8g87-bTvAwk6Q`7K*wvVp_9Z6d7=B|Sm zq{2W|e4m3NJT@+_B*-s?HL}qwT_(8@jsH7NO-b-RlsA!YoLcqDpj)?1@$niN$E;`l z=#?JrZBbBa1g<(`V&{9xKHjGKq1m%A zN3X4>iOf+V-`(>IS-EoF?V=}7dPvDJds?$Tef(HdQlc(M9b+9ro`e>cl_G)>92_05 zK742zcEQvz@yPUh>6n}>9UP3|La*_7Cj0qm!oMM6C?aW#?T%t`6#m?PHa3+E)x!@_ z+VpT2;ru%IoxWOzzjbbB+omzJ^+M1t1gU8I_&RmGvph14IQ>pTJ`&j$GX0dRLEGae zJ;olL8nJe5j8drIJF1s~tWvYGbde%x>F8|4UraX5KE1T6S3URsH?49JX@CmWql1$Z zpjy>1Q4RT=)n&oLBDO#ZSQ4qtYvbJV@$oUYv{Xg%6%Q8-bw*njO}4Eu(3GVSyfnk4 zQ%Yj_ycGS~LH+um0XO4Idbzu+a+J_CP_ZhmL`B`$KU5nH9ty>R{NZiixkc*YO^hJe zSmect^!~=bOj=IZm4;tBe!QKB8q^GqtfCt?bVOIY_I+a_K970?9>ps1G8B1tFJqiDAOmp6@9WjffP(ok|YihcoHis;T z{dmID;F5Lz)2GKVe=0_A9gr#X#Sxs@2FAu(;0~JYj=kql7GgC|H;-C&Pw~*YEPy4z zBaOYPz;qJH-=$w41mdhCLI?EH9yjS6)dfsrBuPZdk*pt0F=EoI!XUv57;+h+z&qJC z&Am!w*&Lmkh*oVuffAX%E;Rla^veL!$`gKr&<@qnik0$lQ}4c%+Zwa_65x%6&E)s0 zQ$28nB*3`_Q``~cmhqq9+h_>c{xh=GAUDAaXz2?F-*yQO3sM{(?Cxb>u~hxoGB4tu zCj0oP9i7^4@ZhuS<{GXXcWNX6T$P`Mc#g^ZQTH~)lY*IPX z8lqrCd=Irun8rtL3>-LS@#4O051twKz-Umv^78TusS9jYDeKB@M71p42T+s@Rg$A@ z8KR3?^!vRNMv52e`9$7t&H3)QkIEw5lyk$Zv|=iNQk7A=YwId&Vm@+pi2~NyhzYw$-W27J zV~HV}sze(pNyHOJ86cG=ufRRi*OK!I7FCd(-0O3vr|T#tCm3-+_7vqfio{tz2o$(> zH{P3zi%SI#6yc$O?HM{l3lDuiLITAYi+Wx_NOQ#V-F~mRlszpsw+oit{%*Y5I6Bwl z0|$c1urhWG>qR>`^T_baJz~slduT0Mcc^mKl`v9GL6oV!Czw^-?4ooqoix}*u}Uwb zkIvYjATu)h`-nhGJ}f7I=fsH}I1}7Fl98Gb;%SFOg(GGz(pC`zN<0rExOS;)im>5` zoi(QW8a21G(+o^Zw0UqsHO8#XJ3s%3hpDM4#UdU|`jk$QG*T6VQ5HMQF-but9sBv` z7$%GeyEk(59cD^o3^DQf%NH(HS8$?~KM&I}wv{AXvZXlWxHHy0y;3+}luD%n(nYE4 zI>JuTv)gtPGoz=|&(HMiw>vjE?~(RHn@I~`GG!7f1Fa4nN{}T?o;FQ2$*b6R^zxPV zbO<8(M`R&jr4g}8idSEPNaW&E;pN&;mvUpBS?C?}w$&%1=iGX9mHCFmd3syLpSq85 zUzoUv8K$b-vQiUDc?N@_q#Cg*=b&H54t4S$JT#NOjNtJ=9#6I96f?xzuxLZu=XW2kv#q)~F=h+LZ z*jM6*tMj`W8pcEsiBDzJkXS{ki{5{i6OcLXz_pUG!BNe=M&o!T)dPRkOk^rGN2HI^ zQ*yCDVQFMeKnIw^NY@L2TggfXuTW}!nWx!bqEiVblw4#;S#EQQq4bKhG}=Un}Z}VeW91m&!i9AgrQUDsjUYMVgR%v-}#c_MMM8vok^qiH*Y5~UwaMHl6vkO z9dY*vE+MrI{mnx-Mo^je$K}6;G;6VOAjp$l*4T61k{x;wtSG|MhIZW;f-YXyY!ew0 zlKhMJz`ez2!Q5W0*Ux)b5*keNw*1v6(_6FmyE={8v0?>gTH&8QnVRGODgDTijp$lD zaV#`GK)vHc$gY{|hKJ8gfdRneBs1qdZ2d)IfP%@_36xKU+wQhE+oC3uvp4S2Pe=o% zF~>PLV%?rES-vNZBEFeI?)$izfX4}xhm*S3Z~hSv+`Ypobc~(g-8AXO(x{h5_m-2y z@%+Atj)rL6`oiO#3m8D*+X3{Lc+g372YLN|ZK(rR(d*s%!$0xETO{SrP(uT$`dAz$ zK7Bhy#^y$#udf#=5ccqY?X|SzB|WveTHfytB?=ma( zPr3=sHJL=x>qH%iBpn7hhXqlG!*D#^J4F3>4-es@r77Hlu={TPu#n0)=h)DL{mx|2 zvur4DTV`tv{z(*fxMt_(T3H;X*ClhnJket`Bdv3=hPxK>Ui8Ay&Y)dc@ZGhKQ%)89 z+5W`BTC5az77aP6k>=2ckohhjh}rDixb@ef0IHv(v-8=HGv;182k{WoseN4H#a59f z!CZtS%JQ0;{Y2bY1KZj0)pL6L1V^|&3uy~%HT>|S2h>&Vl=;h-Z$qc>6nG}>Pyghh z24}S>CqTG+r0v_cOMu9gEsxE}G_TVmT8lW@))4T->4xc$=0KjW)eY#DUK_j_~g=I7fhOn*WYnvVq zR@sDeO$lYMRMD7PSpl?Wl1eP8l3(n&!KU!oC2vHudbs1Yy|1gU4 z%>AdkJ&7ew%vJtKkf!Kx^Oze0C^=D1!!UO;G79EN3CycJ=2^2Z&wP!gi~6Of%FAKF z!RgoYY<7>YHT{8Flf?YE9&dBRZ;5?q)D~{%5gj!`F%|7_NyvpD@Nagp=|*j#3;I4Su&TRo zqw&^ecB;>z-Bo{D8{=$yKK}Q48@PzP$!Q-P|BdTI2CjX)XIEb*%hHu^KhXRYKvkVz zGv8FVVG;tMSX%hG)ForWooOn0QB2hJVIh6ym8^bD|A;Ps{)qRxzJ^>ej`*#FXgzi;~=;$c@f_rT1dtclwR$ga>yt-c`G z6vkW0m9qUwNmu3a=zgIgc&cR*2Gb+=VlHOZgHV4Rv+PKEL*3_*dAqLHhd7O9$}TQg zL>4HB3|K~shTUe^v9p6^!vBE;eE;q;OKk6$qDA(*c2dR5mD2v*TI!?39TNWLiAoYkwPA||or5HS z9^&H5cQZ*z1&IzAX{44GG<5u9J;#(!J(|}%w&GKA9oDxXp}%Fzud0x=d$=TgW~gU+&bb}Af0lhX(y%QU)epCi zFWFJ0m-?vb&TrTLW3pPe;c6=Fdolykc+_V+mb$g$e@QyGcV|(3NOzr@erEEN^@SgT znGuVVAA@f^l0Tuk1*EFBeR}eBZu$0}!cEN*w}WF{Qgf~yn5;3MmfnGMOFHQX3wgJ~ z=3U#l_sB6YJRN(l4E=nbxLuT&CvLxLZr&0X{q|gR#xj3vGrL_3a*pjoa&OSLVhr*)MZOE~bUS5Hf z`f4&<$)cOVHWbaoH}_)Eh5V2{yNc^qs)ee^Q#2yddpRT&*GmNj#g`QD9apZnir>PO zqjE;Ff}Q#nbpf=;Ts<1*04;+0K5yYd%Wk<}Rh6EdZODvl-j57!RHX?|I6iW?G+88zT~F2jg-m4pA9Lg}fO6EJ|jo>v<}iliXpF!l7`K9ts+j@%ieRW|(kYr}84;xdU_{dl-!^CQ;_JUe0(bw1&lZuypj?<9^uBbu zbx)tha=(!#mPIRZ3lMci@P<&Rq&>xtTl*0Rt*ET@Y}hpf=6UNVuTqWQrwYZt_4FK5*Aj(jjEfd zJ4K9Zj>kzi^RH~N)Ai|UnN`qLM?-8gQS51_u;d$XnFIAjOPUbA!Bid zIGE}t{8ebadwlh0OCE?uZ1nuVe~3}!W!gLlJCc+zSn6`(mp~>Z08+<# zf+8rs24***&*Y23g}~2%_|4g}97#*6{)3Q^zh`Hb@M2EerTi)>d zzL)GK_qMp@OkhPN7dQ^nn|k6N$>GHcnW|t_D1^Dm`5``w}z zxMN4L_$rYt6EX(&UUs{4?UKlcH*=K}dKq#ZnGTIMTJji5B#hAP>kZ$&Hs8L@4OxRE zasBg+*+$wgKee{jfzL%-@0Cu!qHT+1R!GT3w?U}n%xhg5dIAo`%`LCFJU$JmMToW= z94=$`(59N9qN@iOH~tONy9GKJB2iUh@}PLp*lEfDGwFayPUmCaYjYk8)*3dA#|MCf zeGv5IlTbhcoEt;r)I-M(kf+>pU-v+T>suDC$FNRiW-$1d9#A-_UgpJoo$n;&meh~FYl^Qj+mmz(b*uEmXh0=ghh*5GJER#8D z?ri9}DpN~k8K+O%B8zy+QStiqYx&R7((4Do+j43&p1SR}6O}xqZBfM0hT6ghiWHYM zhEQDg`?hq|=hEXY8b>%A;$#NXT0B&D?%%%&pqox>31CGF9>G11ut^n%J7iw}B}~2V zzfZB@R08`0#^?GG1a=a-uNb7nBtP)NRacMZt>TMk1Nw-i7Jbofu0|tXMEh4^`zY z*c}=a$d9ZiMNu+>m0Gc%+vMn>rjp8_)9HxJ+WPsuB;|J)m_%=TA-1bGb& z(^h>`tlxZ%Q_-sqfSuA%yV?%^;qvaK_f8qkU(7fDXY)1q?zld$mEg>_#sxgJTR{z9 ZW!?)nk2S~}Iz-~1ah{VrvPR2e{tu)OKtb{h*F5>uN~ae_THJK(&n;_H$@XY03$y-Keb=n! z{+5xi_eH(<0(kxY{@EQW-?oI2>93zKpA~|%A2s~@_cs+yr~?1-m31uI@_+q2 zsf{T9`wP6+%W2m9{f%?Gx2FF6g+nnSR}}vK#=7hOImQ3c2Q{;N<*HRz<#`Xdy5`H} z$n##w%gehLJ@Z{aP*DE%R+SGg%#L67ReK&LUbtv+@#00p3l|cHcCrfUq|@x(yEof@ z@Lul0jl8^6#bhjNi|+8yT3yyZb!y#a<`r{ua|x2s9>Fg!GD$rEzH;*N zG?Wh~9VnO+8skC+g{!Eky|eaeP55R!oj)*N`1SjDlUH6#tuI~j4h#&;eO=4ZmV5bN zmStP$TPcU3xdm_4n5=od(97+$F-jfc_Z<`s47hP;CHYQ2G0)dZN=YS3ZRX`o`1X5l z&aj`ad-6s%N+2M*L^d(ws#LkE29<1fVkzeC`AGyklZav+>9XdKX`U?M@ zYT34TZsavXAHA=iU&0=tjhlI+&+pi`kJEcOgJO*0bwfi#3JVL1-B9aV-OP)sItH1n z@u{hduU@^fwzl?s`0!zgZ62=GaO~@w)T}JuD_53Ozk63(=;k7*o%-c@_dd6o-TC?X zhG)*u;3$sH&RwPcEU}-oUVhxZZQJsn-`^`$-PvJeY)oZhV$$^av(eN@r{tw?t2`xK z=*7-|q@`fNK2FuZQl%=6oPR8L@L+ACmaw+2?!n{78NPk{HuCFN=_~K$n&q2Xy0=M4 zup78fZ%Il@dK4G8+{MMkb+XMNw!H!mLF8i7PVG~t@=bp>L@a>|9&Uc==C!53l~f(Z)~LN>Ddu``_N{;z(94$ z@0B++ zHpsxn&hBf`lKB|_i&u?V*4LO4B3w8{wRGuHisx%zhS%@jtu8Mw-zh5k8h<_V>qouv z_+it5&o7oU`_phq*_S42rLYE{&bD5%Y}qoLq4f5)WF*yqFpA3B<*@{sI_@{Q6-&vNmo--6R-1P z>-mrIOLTR0S8?p5Cctg?Z){F{+NJ*4wsmUC(JwmQT7UF?T!M7!nZ_VL zzv9OSeLut=Vdq%8_Ekv<)xyF;Wlha8%Kbf;mKC^6Ub}mDZBS6qhawM;CvkC$gYGxW zdb+y2Dk~3t?db_~j>2*nrZz*-RedRL(fo^MQEO*wS<@BxhCjk|YONJvPmTDyxTCnqP{ag^7~ z%WEgWFtC->IIEEg0Mv>tAk9%#v8z&(_N$S(Nd82n{w+S-00GBdQ3!yQV)?FEmY zKfk`XFj+L!mzZ)RJUni9-uDV_k5aQJw`I>X0^H|kUbVMxz|hGnE7N^SKE2Y)%F3zj z`g#fD)@+*(jg3l0?(-i~jSlJ+IJ3#l|6-XKZ1H8;cI=VS>uWs|<5l6pH$y|O-r1pB z($u8g8S(u24k~Kuu$t|Be8uUeRX3udLe`0$udHfJF$j4tGrLMrQE_BqLUFM9CDZ!# zfj4e2lB+*_`0!2hNX+wOCpU;D;jVjMbjXuq~LM=+PvwGNNP z(~qD3`ekQ_+Wh0kkKX2&0?y-oKDZZ?#f5pS+!ECE(Kp+oD*Hp$iY~i(^QL)20-LLw z+vAj!kUWQBUR7SzjTY|C>{LUAAY5f{}p zH~q6I%Zl5wHTw#xpg@MsXZM>nmoJy0SlP@?jqdVjN9ilL#EUf|X5U@DIyN0kcJwua zENiUVGsnrH(>^AamX^^xw8s6Po|j=d`j|{lPe)(Bex2{;p;AKJVtyXh-P+fg=x+pF- z)*rudcX#LS|MvZRVt)9*z{NDvsyoIgd}ZOn2K<~aGBejKJ-~>&-tn!c=S>y2wDabB z_wEHeefrec$mntYTvu6ObY^CzxuvDh!u0nj%3tKecBX8ChBE!)X65$HZ*97ZKs7 zm8_>4FN^A-%1C2_1u~Y7nH{JSDbBWq*+2Vo|4E;jmMklFTwbKO1%ILY{3-nnjEp?E zcXEZe{5#>_zkd(haVmomUoby=c58V>g@9f~eZ4v>&4HsTD$hU6mz9?Xc=5!~t=o0R zucT@F2JaUyUXaI&-WU+g7l8S|gyW;O3fQ%EO~xlCCbAA^oU137Pu72EUQUkxsZ*!A zuu|FHzDQ3;Wm8f$FfeeP8hM<5l#wP4J(|u@_X`AsrO}oKn zHn-UcO-b={b(?o%Vyd}l;?vIrCB($S7G0bMfAsdo=d)w3Pfbs66cuHOJN7_ruMjQO z$>*n*o<4or>8_8@QmiarOcRtSP5naq!BebkY(_(^Ip&{|?yBjQr4->;`Of2Xm;>^t zl&pPDj*gG4Its~B(9d^N{pPl$7zGauW8H4PEFlWb^5rJ=PgOW}8dB~Eo#q$r$afN@ zTe(sMR~S2ASvdV|J;%CrZ~G}$4}XRUXnjaCQ3~P^k$b%G;qk%RoJ(eUIkrpj*px+% zKHRsKo}PYe__CedPGAAQXg`$O$4A12#!S3;iYqFXQ>+)}rs>*DNIhg`_FBm<^kw?z zcgL}>E9f~TDciPf8)z?BPae-YQJ}}BLN_Ti%`3oVCU0(SAq_Y(vPE|=2B3v6!?Nwv zW5Jy}8PUv}GA$xqbH3(W`p(GB9RjFg()-~t-MGrpql_FJe);+Pa9G`TZptIf9ouCZ zZ{BC`C3o;+?b`{nOLle|>x5&JLY9p@6+Xk?B3$-HW@Y;OWlT&rbFEiwWMb01fNCO# z5*f_7#|x9ayQeCgu7WHoyI>w#{*GhYT5czpy?>~=ChDRUKl)^>36KPO))Y$XTZ=e_ zz%|x(cBPpXEjJ!M3`X6Gx%9opyd`tT6SZ@(-MQ$dYlQWK(Eay0j_g0@!Kpca*4UW0 z!yr-eb6p{7gp-cx%&t9q)>6J!y-{}l)yotR5MbT&Hq5r;$;8yC35D&5-o?-9ORrqH zV&0g{h1#89eRQH#V@J*|F)<$i7G`E<>*+DmjPnf%)iabYLqox(rSeanKIPvmN{QDy z$#>-I%X9ULKOzLD9lqB*7_(%ee8_jYwA-p(Z=nD{6KA|~?7`kwwY5y>TVx7h_QhF0 zeDHwl({tVB+}zyN5hB!BLrs8px&>v&8>S@0#jl}$bai*z;KZ&Yua=Lc-3SYdwatke znAXp=JKTOv@D=8{A4Vz$v%}iP#;HHc@#M<{$HK6|@GfB6CHd2w;C|0o2shNQXv?;t z77`MweEU`oO{}x0XDM*5`MGnQ-`+)HTI_dsFMNBc|Kqb5jXPmsODTYDN$DJ>>%|gt zH&8x4*Ugd}JhYjaQ`(soh`QEBP4~4^*DcEKnl*n@ zIg^oOlK$Dis;aV*c9T+YsYHjX_tmR3u{3Kafbk{x?Vde*fFOj%7v8G3Plb<1T@>Wp zYZw3V`kN!cJ}5PtHgBc@+EUoRpW-PY%H|80z2(TA%E>JCa6C<`df{Cu21R$cxAF3- zZ6g#qzWG$<#kCJ*+yX{Mtf$l0-$fI9(~+yCnogslV3w(Ib%5bxU3=!lmsj3&S*GXD z2cQ)heNHzelbI378o++j?%k|9Iyy}m=hS_gby5wNjE#+bjVxl%vhI|VS5VNDe41{& zwEdUqXpc=oL`1}XMw&BbX0Jbd7_mC7mATeY$LdF(>-4T=^qhWxN<4e_uEXTvH=**J zog7ZoquTBw8lCiTASzb+{jG5^pQIvh?W5f36pkjERMX8jFrhX0>Omm@|T+d$iYS&PP0W@cd&) z`ui^}!9L4YuQU8wdDG9||3G*7^_vk9@u?Y_j91lU*-dY{J>`F4a9VRlYTg$3hLR8^ z0$x5_O6a+!E>Hxcg6j5jj4UkPQSLL(>ITOLTiC_L#c`9uyqh+K1sA=mP9o*t)vG1o zwseQLQfODNF2k+yXJl;Ku|uV2YxVIc83lKDnP21MJ*H>Ro~3vKy@gqPZf?c_s6FOJ zedVUFtzJLUVpSBj{)hrWa34N>DhE{49I8^!7v83Fj|M>fT>aC|=9d?gFR!GdyK&>j ziO2n!RvjDA75F6{zptt~2$*jD^P5VNLD7bxp`qB!?(S}Ce61l-OJGn{++j%X>({T9 z{S?o{L;+4t&Kr0J88;^Yi1BZ8h5NPMNrv&QMBvIzic~pzqrxB zV>P&K(&@Z4J9INk$9k%4@U*68W=`(C7Ui+97Q;kmijwO%F|bxKh-2e$g}6oYBh<2{ z7iJ74B_$e};~*WCldjHVU;XPOmw5sgccazaP>%gjTYED+GBUCocqJ^jqqUVYn(xlc zUFSy9dmij_V)pEFt3*+2-}Xl)xBxOwyK<#>R+a=I(E!<n>8KZnp^~QwkwEcRBJQh?3C4K!3gi@fr6*d$eTrYmnGcIl$=6TQo?`4l|y2}r# zsFb0-qN4f$Zry27Jb#`avxkPAogEXC73-p+yCQ^%jm;-Ins@r4HpS4~+>f4XFVDt} zOJrnZh!}C_&YGFY;Sk^xqrQ*N$ehD;8?$Y)0Qnu(KR@BouRcKY}WkYBKS<_ z#aZnaXIF1M8bSK~ui*}EdwYA}tKw(safZgmUbs{$3Pvo|rdx4pb~Xm>6J)}xpgo63Qoh?aN4zR$ON#e=pCBsFF!C0Fc$&5VP1azI6 znR)HyORmBbL_R_Lr?UG8G zOkk=f+`#bSMZL}~4>c_yRbU*=>z@KYnR^0W+~0ed4miyVh!D-u$kcR8N>o^w57Q>a z{UE!bK4S$9T>#sJ&Kvr_ko&)@0CGXxnZ#BIMwp4*tu@mh7*T83% znVFf?w6vQ=Ok-~GM~hg)LqlmcZQ3*~C{0WFav?vAW9;$%lNt%gwnjRlqZi6Xo#q}N1 ziGr}Oa4jT@-Me-%OG`_afol6+spb$4~K_O0~d$<52FDk{44Jy_CZ;$m$>gJzO$ zRx)USfcV9x69Wy2;f^C;4#f7KE^0qQ#2r+o$&|8O#S{j?jRycICX~s;p&Szn-xf`SQvb5LJPTi>tP-P7UHvTsBH| zY%Zx@l4q+qYMYx+eQao8d-v{L8796z%hsceDA!d39bEum{CEzQO{oXAA3MM(?=R0w z=k@4UY~Kd=*+GfXm=GD}ch%MMfbzBN?fQ^%o|4Kv)(ob_q;!4VmQRUV$3vB4jnU=G zRAUtVLA#%86opN2%B!-Hju1RpclGL3KWKu+7-$7IH#fp{GG4r3nV+98BP_Rpd$;)w zLZH|LPV#Y8)zqw6FLr)&UteDU<|zMUbJ;MtcRM>f*75Q2GSt{W2uod9{u&R%Z{Oa8 z%gizco0C6y@E|$##gFkfo8pdhkD{Ql8ss}}1SvafYU+;`5bf*h3lz4U92=#Ay{)aS z3}YE=xzCx9G-AR8?=1Axy(Q2CS4z>sI(8vF&w_#i{EnB`n3xv5Zn|m4OViWS z-#-67G*lzuf$L&ox?%-Mm)Ch1#NYqduV1_RX}u`^@+E&67?Qs)2-oE2x0}<5gpC@x}L+}cIe-kg|u82psB)9Hu8d%*k@E z6RSU7CvR)D#XBRlD*5MWy=(g(Cl}1zqWOG0ePfQm0isHqn#N{IepFE}znWV?T`Zz{ zYhYM)X7Xmd6yQ?z{S7U!CT`rm9W%7k&ySUe zuvoEeM!)T?+C^AcAHQMsnAbh=&wb6qtM;R>A@Qj3@9A)kc5CV(i!-7r;#TcJWJva` z{eYHbCote*S09j;0DRHekfX z8x+Yvl?EDE&MD)X-TJfS_3Mo{4{5kdV;V`zAN%XkHE>DTq--q@TI-FPZ_=D`4$WH$ zY93MTpk-#~=H77uJO61!G!anHvE-89*NH2+WkQv>PSR;?Gay(n=!GE^M~Www@nf)q z2oaNI=vr?rVnBk=JEV-xj;s+41X&0&_5!xXsm*b+1&YjaayFQwa7p4Zp`44q< z&W#(X9dGB)Z0uTorpL4(yuVBrxTsfmad_{Ej;fx_sYoFy&HB% zVPPTgl)%e}Jha0i3F$t*zOOqvxQ&dAM#jfAA+>nT{pC$2Y+%uDDE|DytoF%a7Dyoc zp;;Fi=_xnv-8*GTRRz)deUz+ka4(afiL4V6F<$aN|aL$bOM** z5HY4%Cw_72;if+mAz?#Aal$fKCLtKE?O|1KhuZSA`f?zIct%BWx3;wzUA!0+8p}cdONJi3c7N0$tsoARVneygh$hrTOuW_^usda{N+_Orpykb-(&v1 znO*g)L^<#?uqf=FVN6!?6W!-+wJ~X#exd6Mj6LGiT0xiL@$oG80k%VcDL)0`(vQ2p8+0t^$hF6)XWF`xC}cfx7nr_R_}$&6Up1 z&Z#e6ybf9`dV};p0J+vzU*Fs|va(_zR!U@K474EaRKqKB(*E*P4h{}s7WnKkW`Fq& zW|%^tk2Dl4n-h+SrtkngC5~*_!n^|BL}+uK{op#qkPWMk968e4*H=EXcjbz+8=mcc-4p?9-)Bopsqa&kEZ`rGzWy}828%>HUoRWsiJ zlks~cfHEU^cF>?&=qav0 z-%0TC@x_0b|KpC&v)C*=;1g^ypjb%a;{qCkAcc&+Y10f%5^0m(FyP zVo)(^9RFo$wKIT*tJjMcx3sJWmXz1iyYFg{?$5HV3lNp~r%l2Fe0;PA4jkAiA)(Y! z=yt;3&WgXY0IGTR7Wbtb=#ShHJYZ+H8-|P#;9E-6ty^9jq@8&nH9{FBNFBt~X0%HI za=cN^{XKLdVJ|1uM@>MoU_O=OM4eD>mQXLN41qKe_W2un&4&UPhkYIkob$7jNgrYa8j&Jl1@%<$r%&pfJh?{i^l37|Z*Ec|91?(<_(3Q-JKg6T3GOE+K5$?OG`4H- zX*#DyyUjZa3*>YGY-kx6lrUdA2M1SUR&L(5%>-~+()KGYSj?~XiTK|OOf4KTh!F;j z&QwR|UY^4)&DC2|6Ru#bJ-csVySU&+*-up5wzE*~t;hQscJ(J|r^)TG5}J!+R$#*O z<_~}Nqrab2*0F#K7lGvfJQccXoCX$1wBa=jfe@YIh#ZEzAy!IE{T(E>j|{=hyL= z^Tws5AU#!CFQx!bGMw=wHT=D7=W%{pTU*w*9*gr1loJuEYN`^JtspcCVWmooEUc_o zzkD%_O@V0^n+v3H5Ecv(jbUiH!sduSohMFCdBUn8L6hRi?J=ji(P?S^;Tj?gciu3J|dW$;r8UME&NKNSHtMlm|=oo^B5k^__Kq}6<2Fqe&m~t98YwVU+m%deBfl*rb z;!hu+$@;P?>AWFWqjvh474B1=%Uwsy*eRY^_*Z>=VDZwANifPdj!+<~p&WW=PDDN) zg|ZtfuZeYvCFs3f{b_#3`sr{Mnk5Pf3T(+KiHU(=_c55X5&N8WAxnY5@ZNj5kMHA= zW5=$6hGG_IYz@I28o`0ioIP8Dbp^Iap@8K59Bw317%(1Mc4 zQdd`JXllBY();ll%l!urYB5)!9e%04E83K8vk7T~onQ`^+nDENA}}0?kq-kv*@FU>%?aWlKnUK~Z{MO}dT_|P?}K-lef0#j;HeB+Tx@D;YO&8s z_Ed8grBM^o}YPr2e5kW|RP;2_D;G&MDmX?f`QaV1yReYti&yn1`hDV|uU zC?BJ>O58?}Yqg8qrJJ*?LVyMIa_v?iKLa!V@xJ86x$m+>R>Pzt37d$!cS(agbmR!h zFj*rm^TsoyN|@N=TgyyVYI%{yjt7@u+h6n;)`m zOc1@H1_~*yk2`Jy2^Ki07y$ahrzEFsqkqs1@ok=r+Fr74;PO(|7MP``ixIo#1GR+YfVNJ$%BVy_`tv=pvoXwi0C5Ea0ovINaUbRNI>cs?X+2#$mN zQ~@uWtr-IGYBhEBH1k?sl8&ed;r2~S6B!s7*y*w0>XQqJiimauphA)WdM`mcLx!pp za)XAY-~!}BLV_e6M|jW>mr+vF)A>cOkN^#uvJvuP1iE0Pm#o|{JtjZ*h^AQAU4nTLY2D#cbxtTvjA4JOCZ)%B-ljaMisXW63 zvjCgI?uD0;zATzbZ1ZdJ{o(hRlshkt9*uAi_dWc)Z{9^~;`YTeo6qumtzz^kxRAI$ z*nhDz!qL0v_57^OvNh)f;hTXT#ii=0)E|mf+nVwh>ueVRVT}>l^A}f?cU=kR^Uu%! z)##;)F5;wNTV!Rq(fIo4V>Dp&e}Dw&z`=GF;>iIFm5hQYJJs@lu?>%TfXjZrY^h`}gjzpKn+0sMK`ei{14> z#53^rk+3ak2oeTCM&1B$mhCnx4wLId;>jHlPmRE=K!2_T2iJ7uUIU5jxj&{Mes{t_ z#A(zrKQL`Hd7i~&D>*~L5F&%uH8nJ@wtDFudKdelp*~;d*tFAh<-5w~V1tm*fZ7qD zC0!3mAbM!6aDge{NmE~MA5Vpk4{13;IXP~{$D4-?$Gm=zR&NyKj5^0$=iCqVjp_~@ z{A|&w%FWXgEmlk%9JB%g0t2l%ERZkN6EN7`sH9qN#uG$US)qpf8BtAUNDOK(K!<6T zEt6AHT3%aQ%YR#o@*zfv0pSUOu;HdOYM?wHfBzK_7U17<8={^O`eMBbpg#ho6UsLQ z($#Lr7bGM^!gp@6I6S!%1hqhH7;q(sdl|t5qqGb5AlHYy$Qtx{o|}ih8bFdCvv;5F zVV|0sdUW{qR#dR7j~{OYR|tfKlXz6_`fs8~BVpBE3SDIs*HBzsOaTiS`T5h^*LOLE zhmY@2=RG_siYF+Y&v4-FGM#;ew;J`JuHO^4pd(jzv565yN(o>yc1B1_YW<6|@1Q$S zgOjPgIIDuI>qIG`8waU?V6qe8m#{&IDzDM*AZKbhUjrlX2K+@%g`}3Cxpjl(s_xMT z;sS{o9qByiI`(E8$suNDio*eVazYsV1fCm7*&!e4i=Y_qzJ2*0XM<3{5t1WQsQ1T@ zSCAS-&sOiZx6f1~Tp(z@1U+J3;US|?lQ&9Aav){I-{LVfvavjvD-ghr+&k_oQ=DT&(J+9Yss?bn>4I5!6jiBwy4fc?07h?r_MsN*+CWlw|IR!2wEL z0=x`)C=kmC{D+FN6D@ms8b=uOh(fc=$jBh!5JW(E@vMV zs7O>z#%*Rl+7rO*(vht>Xa^F=kg4c*l$Sp(nbc|?dksd(3x5f$%^L)oe#1ULDA~ku zLdt}#c@wco;rjq-G6P%gbR01xSvV>Cfnp_Yx2ursNRp4@3FJ~zT1tZIz?F7z%E<(H;j8;>c$@01Rc`}Whf0_GCK!sprWu<``{0j~$E~*^q zl+-hCn6bb%;UowKj?HwqO>!mc<#@r)dJLpf30o5u5CVlZ=<3k&v^zIM?QpE0NRo@K9!6H}qXX2yaZ8+?1FB?1 zckQB3K7INGbDd-Wu>x>Oap}(iWSW|r`9uAqX=P<)FE(eaKz7;-;fFdW=z$6#_esy6 zv%N(Y2ZXgQc{&rqgUwLu9{yOP_5D38;XP)<$dj>gO% zI(o(@b788RA!vj2y7dy48i!cl5HTdmb!^3_6a(SoBPw@yE#-C{St2JV$I7gYqL0cf z2g8Jsi)%G}7oUjve~|MxRgFnHF}vw0hVA)IM4s9w!Y>MX(wgtYf*jTBy4WKs41wOC!YNjw``@Q;GTo`fpDU&Y3JH)$5VBm`4MN^vI2%L z*kNG~@$nqUi9&_>Q`)7g(J~tuIg`_ay9zG_pTM20d_GLZ$;LR=d^fO`AFa==w|27fL zYvuF{!Ek{NF1BW?o>OdsM@958_~3kHPx1IMd*WT6QclDuu7=!r)X4r6%IXKeN4-MV zwK+M9E`hy3Z4`>^!c>ghn6kYrFv`h*0}Yat_G)Kp)`|lpVtVm238SO`@PD)dkds-M zG6}Qz-JWiK>s}=o?GZ0(R)grsbo;Tg&n+#lf&38SsC@HARr{8v-mzo!B<=~>?b%UQ zw0TYbr-%b{fXXQX4-oSiza-2WIooF%QpJ&LbpzRj6+x$wxO;qqc8Mnvs0sUyHzXxF zsA$R}n-C2{9PqpXQgbM?c-d)a1jLI0xitdev1@((ntJ6L!TtF6{3OsMh^8w54t*id zOgkZT`w9(E1je9K8%!oLv5;w@dl4B>Ut9YM>>%_l_C}!gKUXu!f@S{r@nbb7l(&rm zyr{cI2>*Y1cT^1N1;`Tdtrba+9#IGz1t+PluBK3g_4A7%FpPFAF0jK6BqkqQ%?=rQ zf>02#j7F>GugFKFK&>R?H$qrg3*4dhfGr)mS|`MJhXba5p>D8@BwuEBgZLcd2ULlNIdMU5bjO>Xdvsp(^!i!cwUl;n0l zCh4#=H#dW1mf`}Bv=!&2i)i_z&kW<)KrIv!y`tIvBD78Yzl(ba>wV69{r8k?|EY%lo$|9 zqxlkC)xQAH*nF?yLan~D=Vt}l8R`IL20d92cKPX68wG3d@Q^Vt#n^QsB?v`hCA+YG zD0d?)@Vh&2mN8IJCQj~M!_Gc=aUu0a*@yw;Hu^ov<79l{Mb1_0b|3l?kzhkC$KL+_O%SWdR*=054&|c1tHv{SBn8i( zwXnDjFv!Zv`p99p9j7|C6ahoNq+JfMGt?^gG!u#^;^k`m!h(Y2dN$H}xe9Oo^6u#nQUr4P`VZ^& zq|axc@n3%zb%Wo+R$nz;- zE}BzY_*6QE8VmUQ1r8I~WpYUxdE_V(UhtHlxy9NgUrb2^(KZBz0j=2|CF2&_rxGQ@ zg{uN`(Ym|23JVY4uDU)x93gJ8j`F4cxUA-$OCtdNk~Upe=Vt55UtvggVxLs(Pvo6@ z=Cy5ECgBr>MSlDXNm5T1^VU&N!Amf60a>mBD-d0p#9N@{5R6+|QPB-JfOzSHx%*HS zjls>QhVq6#q?;Zgn?m5lAy!Ti($DvU#rdU5xJYoa*}!#lDZ%$7(F=o<1e1^f^?_;{ z4PhL4GAo~43Qaj8a@xwUT@mfgd;n zwFo4TR*tG({_&YQaT2AZr1bLaR}&$Q1e{1@d(sB&7_Ol|6aYMH;?gkEkgs725^;WD z05NfMGa&4gotM{*D$rEqAxqpmOux`(dlY}-bpUR>YHH%ZW(7%)g?)sffWm9=6{1XT z1Smx@Co2@`*K6C3KQu(ocO30n3i_{Ec-jV81ER46unC;NE){G$s4|OWLn7W6lgR{; zBO-^A6Cx1Tg)~gI)6cEQ>q3+YfnTDLuP*QgjVEx;j*=vu7lu|=A%Od2j|7ZIC1>Zo zNZ8h*rU6n?Q)VUx$s-^JAW|yJ@r+1VYHp@KrMEsV_9kQHmcVR+wsYX(ML`(LH^akyQEW*Zn2@QE zkdTr+xIQlgjd9Cq=jykzu2};ol)l6D=W1e&O)EC8&Vw)Gb&E9~+hu<5+xkL)??4O;tz1+%- zngvz&d#%V$KnP*pn2`d5pVjX=gUv`fO>DMZY1?6%?Gbn-c!}P9JrbQCI&o+1q;3|LsTi8p%kJ7`=)j^oy9smRw)PJR|vn$D_nzjZyRbk$YYwQA2j7QaMH zaR>WLOi8sCahn<5EU#;5@PW?qEYk7<)s7uI{-;7ztuDV+$By5U4R69avW>VPHZ^r8 zc0FkJ7cBcruwDMYZ-a0~0~ZDBDjca2rkk7|TYop0a~rTSEP$dZ6a*j72VeC&ba%jv z^-uHRhTJJWF){I%rS*}Ej_D>9#2hHGNa*~&@)-}rJx+}>$p5(yUVeuEV$MV1Z%yuB zqc6Wtjeq=SH?^PN|Gz!q4cIs!gS`O$=x(o}uyF0QE5?!(Xsd~fa;Ni`_rmHa^yWkC z@%N7giNO$&|BkRhFa#1KR5655Qs$!QdHaM+iJAaT>f$X0Fi;Y*0tC0$h`0J#Hm{_zIZ6UsRL1HSu zzJ8l zDc;>u*v*d*b ze6&kGZAgYJ3BfBv#l@lpG}3tfU`w(RnuqK}W)aH15)_TTjO(0xb}0sPPNy|4#Sxg801X0x zPaDqZ7P-4!NqAgHn>t~Q-Vylr?OTgx0e=3mDu=ILD}~4|l?sW%(d)-E1`)MTMCwJR zRvU+CdN}xi16Eo-OcjqS{LwPx08odThfKYoHbJIC_Z$p%>GI#!byI1B|LjnnF!aDX zRw)Sy0jQy6;AS!4Q?W`S|DV-W%fpxx2)`^?NqUa=H$t8 z7>-03NrP>uC{ILH6S(6x9}X;6Ktj@WJkj8K$NZ4PP-H$fgQc15GYOYAAaXxi&~mHIwV5>@R{sZNaUsLCXn5AVv{D zD@&(iDZ3t{%W#3iee04H<2mce4O4F|K2Ldi^e(fOo{a+b`ii}+s)_-0AN}IZP<~_M z!7(@69KEl$IU#zD$-kE18&kViq^|Qs^aESS<&NSXzHVEOKh*mkl*FY2UoB3Dyda}k z>AXfS75;@{XhuVZigM;2WhMUbJj!B7j&kE1l_2@`E)`EQ8TLP2ftPGhD3!aHtRa8i z-C9h(%~SuMFaPI(kx9}(Aq&Vf{PY^|mtY8=6$saLrB!U0t+aW+@8?l6qiZ2^VF#wp zK*41DXhVv-*usdf?8k!*WI_$I7>ZHM9$Y@z>ezi<1bZ5@r@uwUz|;)J(usind90#f zqWOZVo*w7-hc1?_&i&7Ae#C~CgH#aL)~4~aLxcJ_4z&NEmR>JaQ^7-Idtk#jw_3km zZPV$)js=ak8AL-JBHtU@UAj)%*$zx6_gD+^nO()y3_&ni${>6f>Rupg+0S~}rwvx< zJipI*|I)F-=TDw&Mr4i)=@ox$^K?%d2L%xXmSqHkT*x>=7D|(lnc-k3wz_iTnuD;y zKb_;=X}DirKL1zU5mH!&?6~kxOKeEog1zg28NaoGu@}Q%s+I)tVs-76;$< z?Vq0(plVO|aQAGJoj#0rLI}A3jO-|V?7LxI+ynbl_(i{Z3LCy<=yLzcOJ6V-9gLl2 zy*|?C1`DdrlS2;{r-MXm$kx;{r|%Egk%#;IBYW6maTcMI$h{T_`jDX6kn#^4B=tH@ zR)+4V)MmJQ$PHUdV66Oyp`g* zpC9af4?IZAR>@$kpA(a^LM zTkbYEwAv`OA|RD!_{u9Ds?>{o01re8QY1%9S-Pu5-v?1M?6VI4gzZZmj(yMK$fkhH zRH>Ln*s=k)1dMH5|&9giFxbKfMoA9>RU=vwA%f%UkdQSXvU z>*dDNc&AFWWA9_%t{SP~pbN=4Tj}?W6leF`(d{Ciw!*`Py%Zgyw>Z-IIwm)FFM3R< zRbo<75bzCI6=NOyfr9(Uta1*dq)JcX4I$HaW#~tJ!Xb% z+R!z~EGK84>eDJ(hxyiiZV}6=9JFgg(Oi#k4EB_fP4N#VxFxL(v3HjjNQm9k)U+1w z!N~3omLh3)k~woNg40_L+sPPv7RieA^P6gJEL?*&ON2Z{(A}RV?O0yf^AjzLoo-|) zG_g@7QMmwxbbmO=(AKkn(+8V`NQ(zcPc%6qp5$<@8VBqO5J>ieGo|R{nopD7^O+)T&`7@~p z>Gzxop9u>MB`brdp;7~)xca?jXB6a-a3v}2pZ@*S_|DXB+Ef|p^XJcZ;Z+JjWG@=J zqD*ZT6B$j{lR5q_?8M_t2<4S zbNdpeW*UngGCYH%qxb#k5QFru6AxU@ki!l9z)HOIQB|o7YN#=mc`ckG$?=cso5HKW znJ`SQKaLm#upHl)R;>B^p17BsT*ig-+cX*ZTGY4W;}McJ#!L9gU-EHI7W1c)7aN=* z$e`HFhmu&Fixe?g7om6V42?x#Z?0%^{@B~zPtRK{lUCtVJnQx3v<-`<%7nWT5|abC z=X;gNh)>BbeqWRaPVDleruV~X6qUCF*O>gMiye)Vo!`Cz4+nyuB?2RxEDOdz$%QlE zV5u!DQt1XrAtZ}zbhcwr2FQjJI}zPbPEGUNB6pu-Cga-*3}sWYVw-%7;;~0$j!d{x zC9Oj4E8zCAz1xrN{qZC|KHiVrz*Ph~1}9$MVJ|PAVbvi+kH8Xvsz`oi6gT`CWsC^^ zb2pwYc@>e6-F6&~a`(%+-Q>^zGCC6Q1|!>-X6<=1wA*O;&DA8ApyH<;4se(FD_WYNZd{eJ8L#x zfkyG1*;xEG;)rm;ZYUKjFletsA639&?ib|7UoHjA5LJ*bg*O zX(4!xyKOC%HYuEVnNkM%Z3EP7_oMfAZ|CK$k?h9%eawN63Fs|EiDOTfC)eP-rTFb5 zl=w2jIFKManNM(mx;hKN*`z8#eADb5!$&E7VHANFvYWeOs$7EZ^fLTv|Em?LyUs&d zO0(^G%O@-x5?Uu-H9Ov~<(csN8&MPi6U@Z!u0Y}7yrEnH*l_7>GC6ue35kjQIWTzf z5YTz5Kbu8yG3*=Jf8W0OoCvl-H(f|6pgYY>&Ts%{_(tf=?{P)$P%fNIr5h`*(_vg; zbPGYxRP80lqU<_|lJk375VD1*{`Y5vHdaRI zGO^=5sFH$oa%@ejA4*HmCkCZ$YLa?TA4#f4`6&~15G z)uVTwtd`vzXic;DTTXlmNMm6#M6HE%&PN*=@pUq%j?2#5!4?uCx0co6?(+Buc{Y`- zlf`d6;eeK7&Yb*fG!Fkevh&tYv_^6h!g(1-7O}~lEmseR@O19hr4{Xpj|mRI{(u3s z4n3i)$i&~*PQT=&;(e!YcSoOFxg~xu#fK?pf{)PtxvzhrP_5Jgq>ld> zdps=hN<45%l~A4_VicUn+l0XMEyDwvxY@k{qPgVkzzed82}?Mz7m-uf?@}H9XrhgO zKs;5_vhJi8H393b@i&@x7Qggy3H=JedjMoDnEFi0MI4e0aP>If#xRGXST-@mq?ni-?7h#*Xe z_i6ReSGY^&2l!3Zg%`3S5*7$!X!wpZ87P@UU^Uo2DNB$ma79wR43v03KS%HfnNKrF zCvaf9IN9s%dR~l--GJW_+V!5uZz1AUFFyFv0#4P8c0Zz<#@L}Cc1(Kw5befOPk zhbEy?dY9gb*#O9vYZZ=#J(!rso4mNuuy9J-uaz8o>JD&IZm4Wx@Q{7fd?IJ#sm1Ke zbH93{%D4MIQ0q;nOnLqf@cQcguqvX{(`_Rs@a~kkvD0aAXizf?nGB{%*t;5w7RHq( zqHrI-`WuJ4*~kQyN-JR51fIu^>Lh$Z;p6g2JZK_IwN=qzPZ1<3y^KC3UMQPP$<-G0@k!F_l9dQ-`G z81UHQC3(=U5tPIw2wypBXlYeEIedG}0vMWrTkNtpF@TcE#FX~W2peB?v1zrbP(VO} zTm#U&{_r@dpQ|HXz&qjT2EiLI&9>=|MqYt{eZne`;Nk_qxIZj`b``P9R2kNhAP6U3 z1OfHadG5z?kAN5NWuypOz>9jSC&@;O`;J}yr|=@+Y#NZiR|B**aI{{iq6aQeJmrYUb7MQ`fz9~U#F+f_ z{PwJZ{5NCT`sw=?XGK%?shdr^hs~C`>rNy#-fO;-aXnGE;FRCe{oX|P;Zf)3=a0@$ z-*<2P{F-+yyHgr1vO*?mg=ZT2#U0Mp�&tKFWV&7PDmk8d`E$Prg~)tI+3~;I~`5 zG;5DIDf@iciatWPJKUe*zpJ_A?*AVUn0ULwh39rXborSh7rum2Y|qM`i`L@j_h&5Q z8!g%wXXZzX`x)frOGO2u{F9&OmM?kEP$?|iSp&%v8ZD?OXC9!- z@@3=e+0G>ms`@(mDJ`el&o~JR>ug|R+Oh7XpMyaAbp_MFv8oQ;Dg8N{D(?Q5Pcyez zboU)eS!29};_CVP04M}}DS{zq3+^fW6o1!mkvACQ_AAhRJhLDq{oMRhK7$kb!)DP- z{+zEe=%2>;<)1P3thQlsAVd6LM#=vxjqfB>9*TJcC>1soM1L@4)dPZxfm`b%goRB` zxxWDU+Q7tZdR#qWJ>$7;?2$zr0?H@z7mo}riajk79zOYb$Bb2nGyjyRv)igZzdh5%j`OrtOEX*KC#!(5r9CzB)D+JUo?@y;hWE10 zZE(5Vgf7qe@mrG~0Wmy3TT8ichcx8>8qxPQK}3;>$)=^G#rWMfF_EFb?!I3- zX~qf#pFaMz@(V0kD3mWRj(IK}u>Yr}ub-9oXX)o3YoQk2cVp41=@M3n~^z zn#&u)^>>tFF-~#NXct>*sj4#JdDbRry)bWo>QrEn<(3iRUYpXMIjJiCyo0r8<=g)G zqhLp#@AocQbHeI>@OUUPmyn((GvmK3BRA~-_wpj7o?xPBfEdN#MMt%e`5X}u?0;-b zhG3En>#46o$Ls+cq4slMmdpA9t(BsPc0(5l1eV?fa+m+w21$uv6j*u0X1Z4zOvzzy z&^FtgRw0W^U@xSK9>2gYQ#YT|!Of7r07WlU>rRDK*l_8>^U3%B-(t*i=H>n8%kC%OB|>CVKwx0^{Yy1(vWS*K z1Q^23pk9_kip*6-oqfkdl_ej?x)qHL+}0#nQYHI$b@#P zfI!Vk4W@BK;a2Yl%O$VWLn`6g-obxZOmU2+1R4%7qbXw(=?Kw;ARG6z@Cyi-AcHGn z{^8M_1Y@#(!CoRQXliQu@c))t*9&dDNWmMuIIvgQ4^&J6TN&|MSm`0mK?F{Sv$?0k zYM?1i#Pn?_UVozlI<=$2z3p5TS=6!nX!MdKF9z=eJ9kC~YyfJv1a97M?ag!7XGr$-()dKW{*t6Q~bqkAr)3K&D zJ-Md+FbRJvZ9p*CCi{(uFGMA~JVP#waNqlGY)ph@H#9U{UND#y#mS3@{^J7u$2R-l zW)=Qh3#lbG4VFL%v0P;)bKWapt8;hdrjQ`)7aaZ;K-S~JG1R5|mp|#)bYGV!M+4}B zo)rvSAc^&5jIF;?Tw0jBQ2vRbT?SUkP2e;z($rh6LS_%B8~x8_j$3xJtXz4TYOTq! z5iiC4C`Et%KLU)t(QuzVHuBdW2fk5%Jnb6p7q8LLt7Zxh` zRretHfryDB=_6#BXG0)2MoA{twE{}2-sJ|(@r>nBtY)imEZsJx_X67^*{db zu3jE5OO+(u3MD!kFW~}xz3-}vw}rvB+KY|!EZ7Lx`lHEh;`6p+GSgpOb$#i%x`;eF zJ6t4-w=CuUWn?iL4vzjCM@ovT1#dsJXkNaGgS?+M09KT1ZW%$|7kw!g7_{)F9a2S~ z7GzqWGUS>5R(|7Rvp+0Nb+N$aVvy;~b5@WX-KT>!G&EeJ(;$w3ea*aV;LdA5USB@G zzB|Q(zxCZW0dWm^1sw&vj-3a-mu~9bbVJfslP{jWIP>$VV`78u(!|&IE9ozFxqU0` zxXUsux~)AtY?{&N*cqQaqYmFnXVZ6Wqm$<5t@b~aQaE#7eqc^oD9R!yRE^(`X+Q?M zi2|?-qzp}?FGCpGDbWZPCl?nwrfM7tU$mvcdJ3pNCbh#IHh#mos6Cg?x?PN5=n}X5s|ErP#OwZkyMhEGMZ$jB-T&+=ltW6`#yK_{eC|0_jSFl*Y&zySE`(?yX!P@q#k_{ z?H$yj@mV%E<)^gU)H9FX#_u&h#50kRq08Blo2Ib+g}Os&kW(t<+7NP7qp}U)^T}8N zACX6;s;3QF{N41Op-=^&lu2D|JfpAR43H+2d<=H`?*V*nPE=-(w7+FJBQEeF7mU;$ z8+c{nJ(QEoMrQs#_A@K=Kr%vry{>;UTbnWujotS--SAWGKLG=#Ql~ZSOcSof#7q!G zIMxeCcGrH^RLXzs>CU)_3F*i77ZU11a{crB*PwF$gY%ujlt(xz=+FIOe9u`2N)(n$ zKZ%aIFtD{+yS0yY-P4}JpB>J|DH-aomuOa?VP#JF)zqI?|Nk<0(xgd(&S%17wz*@5 z3V!>Iv47sKDtf6|a8$dw%vf-PbN&;Gfvj1v2XD3!f7;w3rLX932=WyQDeXYdnWuZ+ zP*Q@t3wqvum=YwLERzjK1#!3)Yh8g4x(}K%oH<7dNS?2s|Y$I%r)awV|iIk1#^ZxnKUT>u2idE zKz5IwA-Imo!b_PjbR{E0;;y7Q_SV)#+Dw0BYhugO1204b`?9y)I{G5WJRj2D^cJL< zDE!-+E!_Ps|J*TJ%tAa{h?eu1mseq7A&}(n#aIQJu`PX$8;&gL`9YYQ@u{PC|7u}S zI!$jxkgPxqUbVr81+~m4bLI=(lUvsKVWqkGFZHN=VINHWSCzJFktzj7{o_Lq%#AL6 znC1MY-ON)xJqph~FWKcR)toACpL~2zP55_utD>oociv<1{#!#eH~%_oJ~q(9^2UsG zgOS4X&x%&7jEp*%X#?Q`wa$n=wT}vPIif=suGeg=ICl*88;9IY5dnq#DxYD;rYIp- z>5VYUTO6eh*LP(uUa>+>P}!o-q@;v%)S##ft{Vrr6#EO9wxuD@lgZaNADgYUA_H36 zo^r}}8L>X|!eFO@-A>q?Io&Vs7X0FWhpX$;ZvTD0onH4~AvzGhg09`U7*QGUVaX!- z@7B-2-psWr&!c(Sd1j78Y)BUER=6gv&M*Is+BF~YI}NzI9ba@`b+^C2{`G(#{=8mY z>uJ37_s{%SGY8$cE7+@VXKV|@e8wITZ1dhW?F#uBA810?%ctg4jyd>bG6%8B{@Ba` zMv(!;`Tv4_ms#wd)IwWt9`pI4=lZf%L==zKT94yGf#mQ)Jx!O%kRhMQ zz!5etx7uitwOD_M%e@qatcpY%g4!Yt0afA6q#i!vQkm-CqN#zd+5vsmYOod4<}9i)#Bls9uXc zZO`--!IxjN%}VQ+GCX}$RtGLrg_S2NW7EL+f+Un`Ory$>1Do}!054}SE=(JRuS zPRfDLQ|MP0iH9WUUS5*$fELONWWtUbcG=cW>g02@d^w`HuRa?Hv{JK22IX-&# zV3#lZI;{hLSBgVDv+-9Sx?;Z6N%JTNg$C`9`IumvyS6~@DSr>#aJ!o}QPiDuz!*AQ zI5%#{oqiDALL(7dSLh==IT7FoiwnzSW-^Np!k8HN^GGLmbh+8uo-tfz=ihhp!Ym%| zc@67m9Cu-GhhZRf1y-TJN%DL0^;Fy;Vu}8#WR1Fe*KZ5?aPX zJDuT0OVLhWgUbk+$k_eA?ZJWq7t!z^H6Psk%a%OS7rCB8w%!O`SX`%Sh12rd2{d7*8|cPk$(KA#Y+I8c|Q)uK5RojvAC zCX1+vW5Myumq%HCi@Nkzu}Re4;&VJN$Pr|wNaXzOw{Xa6YUA{~y6)Qj{3D3nMO7qT zj03fPUcH;i>eYk)0k8{h|9Sh2eW*&esvp6XSZNw)Vx0?bE7G8k&$xss{4*4*NN(&s zS@%zx#Pel(V>N+QrJvezKMy0Oe$){e^bue5)2@$O98i3S16ydT-MB)Cl!X3yN_kv$ zRp?0RRlnb>$$V_x8~zs0-oYYd5tv4a&h>KPDYYY8&jAzP`6zmnIO(Hr#PufNt`XNy zJ5Tfx=(ss`f4!G+LUj<;%-3#5dwQC2*z)e>wU{Fz6#0;y3)6*!uoNj$90*fXY0;+Pi;Sx@=igfN28(Ee~(8D>X0y z{QG4zGdZ>-E<65j=LhY$V>BJ25N2MqXe#Vqrun$u(3N;-sy}iInx)8qY;JP^$@&M4 z@*f0#S1wNWjM`5pgc>B^c}ez|`=2DH`gYjzj0}7pDGpHm7KARpJ>y${UHaU51GHV{ zW6`wEwfRrpVtuz{T%c&IkAFw|wAMUWzFDpN;{bv&iGn%@*?ChrN@7F7k-phAv1)oNU zuSKVJ@@}x7@rVn~>!4~@2BkIp$+Ivf7a9`;x4Cjeb7)&ZSb(W{UD+@3ijkdT=zf@5wOJ+jP;Ae$&&$VCRtqUe%Du}DPw zWzaOu0$YIlzvt3Y6ZPlekleeYJsxjr{oDGrr^f<%{tKv47Dk^=1h{^kr9HRWdU2cjjF(?dqAHkSi}*&8N-3&Onf$2zR9PT^50DSp-RLru5*c z8YPYoYEs7SQAdn+F~HQ7IsV0C0~a!r)~fw*m3wOLs~aeqqPUll%w5)wjNEd(jBK!Y z>C!j5j{nh~GM`wJ&A9a03uI3=SG=p#T&K>_sm9++K5!?pOWxGXhMk(yopQ0ggWk3Iporq%4 zM2%BnH0A3-e2X`j6VMzmkxCQ2M*>@>$A>B*IaE>-S*-TccH=?3O94mf5CF*^R&d?W zR1>BBGH(Kz<6j6TGz*PTEG{rb!29E(b$q||oVDT3ojXN45AoRF-}3ON^={`PdVcbP zHF+tTim_!E&lNr!ed8#_m=H9T?x2`l7rgtgH@&|bocT(=QRoMf60u zuc|#l1Su5z-r@rbof!w7MHvwy7xD?miJqa1jPcBRYtp(hR@$;M{;mCn+giN2(er}t z%^4#jg;0muK26YE!b5*LHwxphRMGKsM^<&zt2Xn+7Os9v%NP-B8Tm@#w)7L<$IA?e|&C;&XpJSeTOUG=+JHBfCuZkL(PNC-D8=OlfM!Fcjes8jhgnhnzfn# zsJWllAB`nb1W#cXS`mNj*a_pAT1355+6v$zW1*v5N|ZGGJQ7vqX0=G&fj_{WQgc-HEcp>S0yRIXy=m1gDN$awUjf$dxR z)c4%ewMrxe5gmi@>?i}&84Bq{(9SrB^D>K;5(`uEA1+QOviUMOBIFC@V=hJC9oX@J z?8e|Pgp3_^Uk}^gZWh0Xf4hS!lmB8HXztPc$Bs){#+aiKVB83_^Diiop&peFQ7*#o z`vRXlP*5dgrR~E3xr0uKpw@#LC>OL<6FF}8Nb2}eM2KKKpLT#fE&^7fm;j9k$k!hI zQ^dWNUuQsNHH4b+;?wXnqXakl*}eK@8B~px7>P*mB=#$@2Q3QYxZKj~n$8~^Bi#9P z(a0#HSrli~C?1xGuuDu$B`fc54HDY0n)veF>9rMMUYEwy>h}mPlkx2AfN`n&A2{#%$RG{ zn%Dno%>*6qNFRDQg5ytW=I>oS5cM!uHsPf9_N_d7kvhojw_i=Q=a?=rH$Q*p3Tpm%ooCg0_I~`t;Eibs;w2Jujph$>m^-!Z%YhtFP&P*^ zn`pCGf27cx-QDtWa%-I#FoDMs0rZRz1ukD08O;Ua_Nb8~^~6NQ)W7ena#RA%CE|$H zJZ^1#YzN)&?Wsb@-*>;ozb;02mLtj))H>Ra^Lg})r-W^3xfm6Yo$1k1eFsDyNot?E z8l%55uVKd)a2kAJwF+!WU*bC=3$~vKQE}XuU{u+;py>1#b+$=;O|{1@--1+ z$jpA4nM8pd){aibMLahvv&RCSpImUacPG}IGx4hjBnz;y8u0fkK z`XA~zwQ8##>M>(f6nf+0D&`~}n*?Eac-cRy-rJrsdNRbmRZ94}XFk zaI2q{INIUaR)4$S`-xp{Di-Z3sj2u-;!*$H!juu{Y&g3UrVWig&oPO}F6E<$Z7UjF zm(8N--4GV=%d^O^$x{UY$XDM=yw zvs1xp+rfg_NGQh(WHBY+LtgUF+?Evt`@1>MCv1x6a{qhj%U17PO4a#@UQ>L4xMkNF z2Xzmo2>XXr_}x*f?BgemF^?TD4nlm@v(eMyY8?6MWxTKL1Ief#D5G=uql@*+Emr;| zX-*SL(K1q#K48sh6l=WDQM`C8vyz(P1Iy&H5gV-DS~U`UnUU!|c=ZpHO=ytIV4C!4 zwHZBbcyq%P$XOj2aIvO#;eJwzWVq4!)8L7df~J}pcy>#VlunTStj{n)?%8z#mKg}B=SI=^_AGO-#*68J4@x3(uZrz*-7ou@%ZunZ? zTY<~NZq4L|4YAOu^# zz`#JZw(VYjf0;XX@9LgD(LK_1wnH zA50Kl1K1egFweF}7IKNtUdMC`TGcifj0ivEI$&)Z*+ae$9z9~6qW-~1Y)}&>cE8wN zMQ8YXk5#9yHv#uXK^631cgBt%xn0CkNkpj(WJjuRrA*$7wUIDM6pKQHaUtG9)DiPO zg)dSSBh_R@MK!hVxN_l8Ih#c*7+bU9tA`W-eg=M_2Y7Tccm|8QLU;qMq9%f+_U0dZ`-v?xEhEBY%Jzj2}R&Av4TE&F!DSv|G)JZP>P`^ zmJ8T3;C(uB&aQn*T4HpYbu5?<=$?+}P%jyEazG$EJH(bV*tk$GKL*(>Uogod5*D)Y zto69rsHEU7EAj#&R@v^H@NH7ruFGz-lwSnBzB$g}RtZB&znbY5|W%DO*m zWo8j6K`6=rH?RJxS4fc6lW0tSg8doG%L2#ui!c9-=Z5g_$1aSaV<{=hnMAq~<9Gg8 zf>+M~Yz>6H0=+q5*T(&5xA*kX;#yhF^Gh!;=|c7`JcE%AdsEs#mr2b^zFt~ftf;MR zQ8DH-e?QK2Pxu_SJX-gNX=O%E#g)T2FU758qw}hQxPmYU7+@o3!qHf2o`6Qo17W zmS3}Gjregw!Xf*F`i@xBGe~qfHJ;EYOvh%;k`hiCAt8$Y{4THr7G^M5nn_WrBr%aX z9!9Wt$**89_Am989;D1F&Kbfm2Q-mLyv%>Nci{i}pFylxf+XvpGQ=7x;UgrT$zU2o zy8JTSZ+e6*Xvy7pw{G?19WbQwv{Pr{#)Ne87`RNlXP}WVF5erbzMijx=Zx5c%AaME zM|-Ryw>3BHl+yL=%g!6&cSQXw++D?PnEYm^w8nlvCTNFjcE|9o@k^;2j{02sI-0uU z+0H2z9$?Hni>$}cS6hc*w&xOBC-smc9ui>2_A4Rgh!;RRWNr|VIb_Kw|KQ-BjGYTF zbet8jE=vTEVZApJKVl{Big4CvrJDnkde4?)$J^Yf-Cmg#lIM}h?cr64S#rchPq9e- z_U#*D)@xseEQwwsY}mQx!oj?)^Q1tWSo)K(FPTQ_NB=DO^{e}#IYW=OeR4(JEWzDn zx=YpEinY;8MzIkDv@XxZ-N&aUr}{!;hQc=pLsk5J_KJUHP!R*=iQwScufArUwMuw< zPy@}Q$+w6B2fXhFJUJ}C$$B-xR$pylZ|*v~$yf~CXOjf_FY!w!dm`YSQ zSqN9PkPW{tv6%O*ZPn~>)?JAmvVHriyd8pXgO|6r%=T06H!$Up?b-n^K;7njVR!Rs zM*dqZjPE5o3D~#Su_DhrXZL0ieJJvUGc_*RVhPjU^&hJX+@0-DOnkq5+>Pp-?CgWD zT>2N6rl%UcmujskTP*BrEG;chPu)2R(H>A+2y#{X;rih8Q-nPO1_Hz-rsJ@hW=j zsJnDymG#W7nECQR?GO5pBoB*yu7>od^w4Er(Dt~XTrlvNBTiRlmlg?BV~a~uXFLDf z{>=YNto^%F*Br;)shA?&85d+6-_PJ+CVVfQw>mmbAdu>V2Oh@8-UNALf9Y=fs5wZO z-_IGSFTW<-?8=$o;MS*Km!WVv&ld9;)2DB+w>QR&W}v+M;z-j1;pJ>(}F zgf{_2qOV+e4zgH$&8!-pO4D4^Z~zoDIqC;n6pJ=#I#jul{^_+71(C z36BO)YDL^~X{fQ2w7RI;kox$}%*JjqH8wUby5F_$sGD3vrQ~WpT`sr&yffDOAs}WZ zIFn~s`(MAzhh#QaWycFl%fJ8rEnf1VK`#KJF`Nrl92FxjmAbI|$o$#J8P-^V8vYdN!F2Aj})5oIEu zsg7>_3ooAY?AZ}QN1r?!g{u$=;)h=3@tl8UNBYc5Z^2zhPEJm5)22-;moLxy@Zqd} zr1-9^=lm;g?rKxlYDJj6bMxj}{D|r>`msCc_S~|lyxUTJV`E$JMER!&Ni-LDBrs92@@&o{xFswx9dl)H;Hz~wryXy+6y;4 zozUcu_0>4vqerJ$r}yGo1>!VWc)!+0F7OsMeY9o#@q)8mzWj9O2X6AmKm5$3#WIF9 zV;y?F;dt0>*q|B{{jIpT^9p%xF}0Bkn>z9zY-bDKsb8$%*6Z3JE%|iI>Tt*MBDkZG zdcD~S)}hm8?yX-AxXItW@9>{Le=cNw3G1D+UcU5&-uv9?-UhjrtywJ=@>$Ooc|M*% zm=bR6!rYhh)-l602w$%qUGOFm9$=|EA2cy`yY26<6~cHGL@}GhcWByGY|HjERn8Zy zDWQXzpqYks1RG+5P2(Sfh=jc<4vcWwZ9q+AE13(*ZgQ%!T}4$vM~+>DhsbrCw`{q^ zv?5gFn%Hygbl;cb)|=Ah9II6KD&>`s{)OdkER&fSOL#)?inU#{{7c_bKM45EQbAFf z5XJ{?sht0na7Y7XI{Pxd6cr8oa3aOX#X9|~Qp!hR!iq^F)kz{eelqqx0uTM=$84AjWI}t8r40Q|dd^|Tq>v1meh~=7I!h;cbn3a=rVCA)b3bMGX zU~r!dH2;dz7i_;+<|ga}FPmK(Wpuf&e6a?u_w1(>j#fAt^Os^K-GkK+q&y@wvmDEg$=_wgV?oVR$KgpT$?=`Uq!beDHn9 zGuXPdRh_E)CNFP3M2ShHeqVD;G1>H>*absUVbnElTu(q+Va?*1CQDUi(_g+k#J6B( zwkv*CQo0H%@KO7CAZM;17(K%9ObCrGRW-G_IEi6$23#8;NJ#eQN!UnhczaBT(EC>{7NQCawf zMVO4Q3OGXlU6nstSdCa&LvKQdZ$Puclb;kXzE$sbOC$*F#@A5uxEm^Z z;%`)#?kvSi##c^NtE$`0RuvS zO6Y9cpn2-f)~wjr*tN7cHqf0!b1SColQ5$rNI*Iq?p&+(^89)>@WowTGp-M-W7vZT6q`Zgs2E%j=b(}EKX(qL!?URc82;1mP2`NH3^WK`VaY&1y)27K|ZziQU{qeG^%iA29vyVo}7nCXZ zxwNIuI5ZYp@7Xx$iVd$U0~^LtBT{*Pg+DfR<1fA0=s)`*lY5b4ojA&1sUwr@D@!w~ z*nS{N_5t{Ewmi?w6q~u&GP;+Aj@WP|Wn^^WeCw=TyEb}ySH7gUS#a45Mk~znkGf!> zuH@#_W)^M~!YEH^=1c`1-$8b3{afl$QeyW@ow7T0k?JDk%u>2*_7iZSKISf3)QbT+ zZ|WO*c5OvaVAf1Zwk(@_TuAW2#?BMtQ#_qRO{4WcpR%btSLk6mX*9@fEDos`mGwxC zg`G}r!gfw@XtW=L=%Jmc=&F>#%9LB&Ic&8fe0`+}_U|8ic=(?93dCA0QI?kckthZq z8r&N`Q)L#W5i@zt4$hb77mv;zi~ zV^3>I(Tl(RE^3prgoIB($yGDvt+`PeJo_>mTo)3jU!9$FWp2;2V3C%Jq@FL*)4y}+l4gL-DV*ZEPVhaW#K>JI_vjDlwdv7M6jm?iXa^BX_mI_`@{xQJ*OO5=`FD^1?? z*5K2yye&YK+_!JPaqkvLz`+;!W2%jl+2%4{P3=S5@`Wk2L+{ zR##!kvTlF6aKhf!1;|i)&u#YXr}K3>UNyU-#oh`;U#v`jFxT`a7lO8fS6NvZJ2gh` zc6Xn`{-tlFrPXM(b~rgjQ6Jzb_*^i*5@le^iu2uBZW;fl*b%Cpyxq&O8fn5JzUg_h z=TXPszklCEznWi{!A9SSi2SH7*D+|BzwoFVa8h5Aj6}bZk2M{{{%A*8B41ZJ{v=S2 z{4`<8l+!q2loHHi>45rY#5g~S&mZeCDgEHba$)_=LwH5paUfrax2~)QocRJDr}5wF zIA?Vgy+RV|nNz2RTVo)9jCwio`7I5xDsGIL+LU$4ouT$lV;uagr*>0_!#ab0F51MO zZsl<-U>0q4noGTRJ94F%ZI(a+i7s<|T-+to=!1dzY2%Fw4oiAlrBfn(<*#I;bt-kT zcXvCMXiax0Y)@ns!%J0S%}x`*y&Yem^8uT-KM^%a;3q!e z!0lWBXJfZz%a}L|d{L6%q)w>KSh0;-noZ?%F#f~-TtXn}ogv4EU!W(!fzv~xYgL6) z*wcHgZlJI8nyIt=lK4E2OE;3 zCU4C3vi5gR|HC2(MHRi?7xEqZy+Q1uuC0yR$%w7zFY(&FhrF|4?@auO3&ES6OEphHe!24y zlPhlw^z{pAkWq%tVO`7X0!PnNT%`#_5z@?ySFhHyNN2-i3J4B|%sk1NGa1Y^FIu)N z5Z4A4%c-$y*ts}e#`EyuYT6XaK65CymgvcNfn(cUVdJzS?}U) z=OssNMPbi?x!9gu*+ULQ5v8oR84qSG%tcRSD>^H>W%NBbi6L1XcnzY_F+T43p8((b zn5KXwtsM0aA3yqZcXTX(wfp0%;|J}Uotiptz&yb0l(kQ!KD>LkVe@c00PJ3L{rlhN zb0ncs2&aP1x_bsYE>E?1T~{}?IO{?7z$*(JG5-*C`1kED=QX(nz-SVH>=^|vx|kb- z5m^y1WZEt@xP{tZ?{#7>`HCX~b&{H#?C1W*i9jCC70G&S?QbcP1)rXs-D>2eL$}Iw zJ~R%U=*o^E34b&Ds6`V&FG11? zeh&BUBdmSbA_td!`SOJ7N1`^>S(4`hq!|6@k&k?LmiuV2j8IaH2i~O{H!?Y2aVGSi zCu>Ze+%MG+biQc*{KIf_XcC9gI8WmOiQUrH{gi#I^NHs4JibtR*1<={TgJK$j(qdR z#(7%tE&&Xf4;gn!Ghg!*huZ}k@Q&@>sOs@k?z?u>fE_i-l6xZwp(N>t@1oBZ`1MWgn-ZiN45{kxU}qs!lpNu zQwW$2nU5;yNeG}p+>E5fMxpeaUp;)ph>6ptouiR2@-DVdmrX9hvWU3I!C4?-H|g6c zcU%2ZqE}v9&&~Py=E{f!8``Q%RAo2kT_4<2VS2hi6TFHCr8q*_SWAW-TVyrT-aYIbd)ie4BXkQ`Z7SSS#Iuio^TGcSOIO90RX z9~EMr{<3=iCE%NUafcV+giBFTX*{_~vKgh!Og>rJ@82&`-P#R^5uVDtC>R`JR=Ljo z!gLo2fPP?{C8z!lFSMq%wtpTK{QJ9`mYqFwMt%HvKj1_Wtt*i&k=7b~Dk6KB7|o-@ z(V_HMQxFYRphn`A8*qhJO(VOmy0anl>Fs;SNcXU{6pq!_J1ROwbFhb}L3(BrngeJB zaQp14<9asN%&t7(2R#oS%)(^5;>Vk7tCm$H`RQ8aq@)~@D0j*17vnW8{mq+`+yL3; z^78UbFhsXu_pcVP*9A}R3<$Bu_gkv|kd+0og#%RIOg&62fThWL_m6^x>;~LrSp^mU zO7eO{a=U#VZF4tHiZVQx3Q5%YKv3LJ+QL(TcFErwfDJX3m7!#H3^&GJs6_0?QFibf zCdg||0h2(765Z4y3=y(KpzktS5u-Un}0R+MG8g>%T zkB)Z3)mWcBH4Q2{ z$UU@zV$lK^yoJz~DBJalZl&>@I5B35wNBE{p&lF`K{i7h!hPsKTRDQJ6BW<<`6*7G z2*lxxoEl(TwVRf+H5|xdQ`1=YdPf1v1_YGYzrSxkWZKRja{(A{FPR(wm6ae9SUAW& z#XGcB-Y-6uO>iIDoCOIh-4kw#i?`{o?kB?937z=LYS6-~xS{B_PyYAn`g(#{$VOZ$Q! zCE}Sj0oHc{vz899w$WlttT$LPWqmoZMTA>6T5249C=d-xQN|B?Rzd|JC{M9lN7<)g zCmAI-JG+oCrI(OB)cC^mP@bV@r&C8!(j3WJqE%C&vq;io^v8(!!Sn@lDUyjW`Vpg5 zyF{KDU2;%$!pZ%E?#=IaXwS%&bA}KZO5)%>%q&q>ju1U3{sPnKuGwiSGmfw5mNxV#E*?u*_y3} zvi7yvq92Wf<$Oi@nCQ*eRvQOR)g{G+rll)A_=%;Jp`oE(g8rfivnweLcVkD~oD;eh zA+h$Q>s9fjOhF+}Qtd%PnGYNi#WZPwh{B|r%=T@SyIcz1ohaE#!&YO`q!OyBN!J5I zyIae7yUES$&GH3Bx==(O(Q&r4{JJW`z~_Y1LP7Y;6wZ?7#JX zon}K_o#M1Nl}7t$7#ic)?>$v4Mw1e&lUTcn zt=u|(i&(D28qc2mxS)8Il-lxGbqoxSE?8mM8@?2j+m6|VinsOwAC3MySJ?bly;oh; zjN%r~;ZwrQSCaE=vz3D!R}kdt8XDHoYG#~d5*567h)90hqK8doF6TA#WbHe3N@6pH z)LiXnRckFR+k~htohUWC;yROn;MO?z`raU7)E;6*1@!X~)EGVw#i9f#IH-bDT8v^9 z1bzIk)URUwx9Ff^EduFk#r6t8WD_h>rkJS8iq#0LN>i;#ee~h#l+XuieH?eU8u%sC z+7g?O4T5K`?)C8zj3?XONRS<*d>bC;J1N5%`jBqd@;!KQ`<3-Xm!BD=iS(noVVW^F>u)fq?`(nqQ z_&I;xJXQn_>UyZ{#=BxQnYcm7jg)_k`x%AKER2@gqUa@aCg(>!T7GoEik9XruIBSr ze5iFw%FUH!lyMdTpRXrY$wPL%ete^rj+5Amdx&>i2pVlCh2!c#GWmfyp{nXzaBw-7p7W!NqKpRnPT=WXT5)@L*KXZVeo2c*K$@hpp<{0TXklQmRzv2ZfJM>`%8YP&@VMV%>d~>{w!Q z>r5{MM)Y~{%>ldy2gG*-fT#KSE!P}})h?~9Y`VAenJ~4d^;n4hh86CIVP4>m`O#+6 zHz?xdiMj_-I%QcYhtfU(l|U13x*DvP2&E2~6AGQ|oE&y{btOpBksCtw%MP8okYs(> zQqk8(gxq0v6VU|U&{bkxJw&NE|KfyydsFyZsdbsr%Ej*X!|yLciowqLeL&QW=Hqna zq(Te^KC8Iz88<$Thz<-pgy^+xmd5n-TEAreQS9wxqR>KBSB`cGKK@U{Wlh-aCe$>* zmUlo=$L-tw+1C4|S$~PyGg82TlPCM4=kPmmqFu;_p={a`JBx3f@t5w;sen6D>_Sb! zM(igkDIK_5y7T6Frrtl*5t3Tio}gH{ZemNnyr#Th2o=u26{-0)i`Z|y$4W;<`wC<^ zcwmCC1Ac1@f3B|8SJOOx)BdBrz9~XnRaDdtc>{m;WB=d@|EC2Q0=-ZlVjn0i11$@U z-S1ojs+~|G#S|v5I3N((U%q|wL_P*%%hg$E-Eaj)5yV759F{*uuQzQMA7lvJoVKbT zLe3E%MeByMBW^bL&|A71Et7KD({fbk_n=z-4C9UhV=?L~(sOuFE$ zcI4{KO-mJRvqr0_$?k3!_uwfk$(|xt8r+EJ#?xEW+%vkz14ASbYi(^i=}EG9xt7b- zH8heTz5Iwokc#d0E}w;JM+lz2_atV3kj>*=`w}Rn*7&Y)83x_c%|X!Rw77dHj~F4u zh2P)Z3a zT2Q{w#zlzspYW*Yr_UCllOi__>O47K+y(NKxU*HodaMgs%VnowlgMw&afr7kG*VAS>wIL{?J@d(LgN_T)F@spGk}5w5fVF^&ocCv z=z4_#>IT+=K@$?2Gcv5)})R&ZFj%SPbEUigpvc*IuQhyGRWo#SWl` z6S>r4_n*FW#*Tty!a0s%Eitnd3BwR8sCN2wQgJNk8(dxdv+6N{sB+Dh^60eIbIz;9 z#+;Bjhq}_}xR;fI-s6A7k5iTPdN)9<4gtH*f`u0QIj6hUbVds?3rZo2y3aJ;;y-!P zAxm4oau}7|LI|IfdVXwzC+bMum=ON#y^>Ay;_K#GV#_!0M`isGcX{*Gt1Geh4b^SQgJ3$lrHHk`X?JP8PPZn89e38m@{dfR}=<_q+xrMDgweFW;I9gdE@n}^mG@H?Wz!;`p&fe#fX9A4tET2VXm>C=5Q z2m5`RPh1s+!52kIK>@4O_}mHp(&H%zK{e~#Tk()Z`Vh&ADbAr00lLRP4KMPLAb6Ul z53$;iC5SoJ9CPLZX@XfHwU4Fl-Ss_dA82C`eIY?cQ)(bX4Ui~Tf|>eTx`?ufoyHvZ z%axz_)KFSE&z~{}p85NIE+ z=j`Nh+k5mojJlXr!6Q?@Q%#Q4%a*rnL4OMC9LEq|#xg5c+|fnd(|Lt^RdE*-If-!F zqAaB?r7?c|S{T@ZGnGGh#7yhm>pX4GD(B|}Q$gobEd(NQk3c#C0T&p!EPBGR<`WeS z?_BZ00h}qS}<8890j37#Rdo z2in}?^23bX$Y?~{&}aNi3FtwKL$3So!lxV5#bGpcC))PNP#U$5U0;(oWX*b^6?tYv zi5o?A{sJ?TK_2Zp=*Vf*%B4K8EWtrOA)zoouTebfnyRWW*1o=c@go0p4kQ=(#t6*6 zCeGR9dpKCs1P+<1Xx!2m)d$DZc#=#C_-6g&KA}9?gREen4P9y^(9usz#ZFi>KAmUY zZ{2as^bhp)jnI87Vik{nDJ zixf~`_;b+0{---U$?Kubx-#;rPea@d={2p*nJ>~Sml@hvEML9=rNh0AZ}ioAmvmsv zL782J59p9ebbUIqW7%?pq<!pJ&%Msh-NZA8a@h9K??$Ta zf(4ynXghcqqQ07E+IGcO!B7&@1f|Zsn7-}HUd3-M@Jo{zLwY+#^aKDCwumUyhO4Nk4;yv>VKs!);d$}gSiv1h z8>vh9M;priL;D&~;t#@r1%e8`VIf~k@DV|Jz4Ift`?Rj{bP|$d80)z0rN>gutFWHv za$q~P3LK6WBJ$94CF*5gzdnT`={EQ=%CwDkb`GElWeeX*4&Y(}CH_XrBd44wuAgW0 zh1q}%HnMSoe0mO<>7KNq{+@aq^bu_>AA^XhKOhc71U}St@GfE8cxVt2D^N%tr7Kqo z-`Vndf|9L~a>1a{DW$1|(Qb3T7y4;+BQ)rZ8#j(uaay!%IdcRbKw}Cmh&Y3O4y(y0 z4t$l!!q<|LXxL(!33*cvuAy{Q84dJn=9R0x5ph{9zTUU_KXrjq@m4}+t7B(>BFb(_&y5^BJL#w z0|!wGE1I$C-A?L9PVpYsLsL`J^Uxu6&Xbs%R@M^~y`E{f5iiO%Qvc+^`?_|+1Cian zCK@>(O+S&uQ2_Ib?;*NS=pjisi8qxBYC$Y(SPOP--o9F!QLasOw^C=cMlAVjZL&)N zCHq(PVULB;&A^Ciu6ZOKrv>}gOn;<@4xSg53DC?+PCf{l6YcHPjGv7a1;evi?7y@= zDtq@}`v_hf4?q858TEtThSvX)fu5qL)2oEVnFc5ImtO90q3JyFA?L-5qePF~<>&kM z>oQ)9Pv~ zh6Z>gy8Y5lTs#fqfEXq4?oBbk^y+V#jz>{tCMJs|VGA z@nHXsi42~xY@QEMjnBTTEc;OLXr$0*$y7OSrZ5fL#s*;R!5t z<7*culq_g$7cE@qL(SXo;ZU}Fa6|-^J8#ZmN`{u29AhCj9lhkzEV|YHp%c)of2tju z?z(1X`_ccE{6Q8Xlmf_M3Dlq1*#MzCk08W7T9%XpIk6K{j9aO3W`k7ZQlD1@hesqS z)qfyw!;u*6Vd)BuU^PK;#;7h1AxWbMAO_N(6YFfdzQ1A;-Vt?jq`$0}GT1#GRcLBj zS~Xvj9(XZ%I(eGS>PZL;f%;XDHem_njs0R&7sfC&o9;e3b5+&Q;}0Ha@t$8Ws(%o| zV9<2uoAZ+ALgkd=XW>70!S!W&j?0IK+tgWvzu3Ffv$g9?>vr^lZfkZQu>whQZgd|g zXOZS0_HU6Q&1of*P0v6C!?ESi3{#tBLnSK#Ly8+qm*pk(lt89JNusRBf17|r%Y_A= zC`>AtZy&BF-R{^g!=2w=$Vnp4nTwV`So7AUu`PzEga^Th2@MWSuL^L-khrIYs2*tG z$1)|d>*rfx=W~%UJosJRw+~x)j&ifLEj5jdsjaSdvmfQA^(ji@4=vZJTtoCn3;JzY z$?T6%c00J5rePLhb>vUIQx6mSiGC-k^2Xl!&oSQq^TQMo4c@;$BgE{Fhs&UBvPH+@v4HR92P$TKXrHTGJYrh7CZN*OTd<(%`07rd)s7kV1-2 zC%T%{o>j0nfO%VI=P6vYGiT2}V;<yeE46EQxMMzruz^ z3XMRKLV)7J+@c$;EyOzd4@(XntZ!(@e)sOQMEUj8r?U@wpZeM?$dW%bHOU!|)g}sY z8{KNZK$1=lN8kAe64Y%d*EKXWBG@Zku{8m%iQduoq9UEDH%*loscd~8qnmWQe)YQ; zn{EWGN!bq`cVlT^7vgxx&`maLqj#=>u!u4^lgN!UIyc#u;({-Vz*PvXm<@Oe?Ojb{ zyH~XfU}VayBgc>1G7$z;NNyT-{5K-d9GY{WuRa+{2a3><2vt1BgXi#H{X#oNIE|sa zw|ikxzW-_`p()Xm#9|fX`;%5m6NdM?gmc1~Nu()LUM)(4nzd(BZu9P$5VdZWaxJpy?*pU^+vYe~ zf=k5crvo}S_TUN+C4BRHnVXvJ?Er!R2pb`UQ(P=Y1ruuS76vRJl1iI_!!Z{T;r(!5w=c+A(PiAc(!ta6wia zc?>aR6Ixr`rc9lh$clH$IOmootx;xIJ4*?9wrTWSkd9a+KYe$D?5LAnVc+?I2OCDq zK}f?ggM~U){5?AMMiQKjl!!@Tya}O3=7D+E)j3mRnfYmaeD`iGrU0yV?^Ln=;UA*TzUP4?G4-bM;@&+L63*IHe$pR7IYTDwW+yTEK3%XR9sCVd`9-? z#Yl8po?n`1%~)9tTkz&~OiTs)u7J-{z<%+(xw?WwK|Rw3fFUSq4(S09KnNWI(H?>C z`10k8)T&h`KG99OWI*pZ#Yd<-P4AZZD&z`Efzx6bbqoIWaLh^qZa>D=Aj z|5vNrZQXJ?$BT<;YH8r$M~0b;Ixj0sw;PHtCDw&g#ieipw_(L~(9^T66vL_Q$Rw|$ zCdlmpU>7tDcJG-X)DJM)Z;&}+XuJ}3d(?PBbr*GTA(u(qj={YW7^a#bhX;VJ)5F>LnYrc z?{=%!)Tv5rW9JvlM@g7}#o}*yL2IWwi3NR{oO<_=vVS38p6w=BedsS#)dE$CIS<;_ zNhmnbMUS_6CJVm_k{2BdF~N)=uf3%QYs%3Rd4eOt7?2TiXxipbl?A8oZ+v^T3z(pZ z+gb;paKQcrPoKX0{eYN0bWS=_R10}N(&kx?jxh^%RgX=N`SSa>v=nbvlDdob)$>QwK%N*>m$2uQ$L-s<56~I~Aw~MXmnhS4zlm#G?-E@Fos^PFszlsK+aT=|4JvSM z;-^o8xaCZO&*oL=P6&^AvDc<9_^XGF*61YdPShWwMFGaX^mM37u#!8AanU@8K`AYd z7I)rpFq#scU19MZd<{@^zEPYTI5b%5*T?(EK}GvdukO+R9r6LPp#aBX7EPEs@KU!s zI%*hoFF7%l%mQ&;d6c)14Yh@A`#jm8lSkvDMV}TI>7;*k`t|N9$HI{=QQYpv$xs%I zTR#Wi-vkrk!O$;LMUO{@IflD=T}sWuDin zPAw}01EE1rqfGYNL}xwB$LG0x`zRW>5eQ0#Dg&A$fp~l?!>TuSKX^k-NUC{_SeRo3 zQBSsIrdO2P%h9UhwRs+KOGDa)H7z67%!V{5;YsUm_|EJO6&ntt$%GKTnIq-bom;m; zIU6W;Mmrx#R|<3{izJRg;wY36DD%7=)M~2{mWi4K+SaFvr(w;Q0II5|@7^t^!FFU@ zX11djj;Ib)d5PU_5y4OiUWBI7-11?`Wn0<#cCiI5(SChQ((@<8v_vDxy0Y}j@HzT6 zgR}12TVU5<(rYBLMG3^a@aj4~NGlQGUQL=fKWS6H|5Z6ve&UV9Fhc+txel9Sp;IAe zS0GG|?D4cd>qL>rsw8upp_U#}kneKL_W`6OH&VCn+BI3|vw`;N?Rkb3FXRWWuCKy93iwdyALI#> z;`;F@)aEoE`9Cq%-0w^Io8})KQ0ehI$i;j~NlTixZAVYbj_>6TZ+SP{Z>jkr8B-aj zN9#|W>Y`claMico?=!PEtz0uEe(VbUFuUh3f8}2MVUw#<4>D$E3NL`B^ zwQOu{<&SD28m6!Fn|{ydy!p8ihOTtMAN|n2H~+~>_xWPDq5bR-l7K0v>DuyJ`+={z z{GxCi^0b2nJuTOzbLC^G3HLZ3B3K1p>xj2^sO<$8PsFUM)2E-WSL0oc;E+d5uaOBZ zB6?;(J$j-qoO|EuC?q|t!C@$^KOi^;YA#}$gR12<#rzqKd1OZ+D&ixc3cFPe{>%Z) zrvt=k9)8$)t?)F+<%7z91qubmP13(VJvfniZ16(H>4)zoj0Ie{V1#MplEsUYoXi~* z{0Q^Ll$9RPNnHT5dveNOC!95CY9S3hMA@&-BgA?r@G` zxC2CU*6sjQ^~MG+hO!&8Chjyxb2b?>iZ=GmKu6wfA19TEznh4veqf?QhY#PMl8@@{ zZ5Ni!9s~q( zfYYZJfa+A>Sj4i}9I4k%5d_%{0KXkAO)jYHBH-JCd5JHBwF|y14;y}<7V0|(_rqC8 z)`mqd(P#C9WorUFoT;kp)#u)IpNZ8c6g#WESLyoQ_^d|8+Fy`9LudC|xntDI@O$@8 z(aU=G>XiB|Bz_59kes`{gWS}IUSRj_-20_ze31;orCpESlf1K$N&7J@@8aqzeiDY^ zH3{%+hmhaD3sZwj!w(xpg=1vlhXKUwkQ+H=8+aKQEG@feI6v3i>(L}>`If657I#*T zS^aoV5GHA>vDK2Afv;T0!C81F%;ss?>^W2?zxw9deY4-c7V1L$UwJFm73W2fO}9XU zS=|HW*g()Dl?Nmq@jBb&g_c*MA9;25;qSH(F%pB};Xpv8jS|OR?e~FObQs6o0nd(= z({v1MB#NDdVdI^To$9VBn+n-=(q%6WJO}W&KZ_SbU|ZuNBi49e>bukdv3sp`W>d+*m_%*%T{kigy;(Z+NuO z*yF~7#Dd84X>Be%DI8yOsPVt~IaroSQ2vV;f#OSb^5jzx7W3`n|MVMqQs0#u^!^sT z0BbwDj2)dfZrU`GnT(k&bylXMP8L)B%{A;;$gq&Iwzjso!wAkK3zQ>XZ&=>{DgLiV zyu8M5*gjh6hpO7@hXHs*TnY)<%N*0}A$#hEB3a}>^q)4Fu@tPp=e&CLs+f^^ifrYu zixEBvmM*#NHC;wGo_bxdyGFTcO2@&#-<-ocZ^{<*sqJRGWQOyrU~Oa364~`@`GHK$ z&F^NJMhBF6dS!I3{9J+YcJJ4}opki{x?r3w^xg9Srkig&?63RyEwif9ijH*gfB&_d z+drw34tyqvjd^JeQHYB~L;UZplWtKco*rG%zF(B#z<~q5)6#D? zETA13&eFI8?PrhQ(0}3F8caVVK|zCmzD2sdlH;Pm7#G^kK7IDyV*m_-A`6UiR_=(P zTgcoawY1Kh4+_dCComBqdZCfga3m3Y zt%sXBCBFTZd_wtB%Y2~)B8^$vgmdKs&YaPM)|s@x%%}W~MAF+81Mm;=k0jcUM;!he zVBw&kP}rjnLH70Q*Bk?F6B`?qNJ1b9fVzYG%(Sx6gfmxHjJQjo;IG)(;Eu(WH`x#d zdc#jlT6Lb4KEtRkPVMcLsgAP35!x9hAiO{S^&DR0ie(x*yhgQ&N%!SnB@>lqj*pD{>%Xh?UO51_IA zn*o1oIH22~D9oE5JatEimsjU+R(ST9?%X+vfA@kr)@NL3C{#cUT^98eY_AveYCqgQ ztb7%63jeuELlNMJWRKWw5o`^W>uX@Z`vS#{4Tb_+sCB$|n1h4}H5jkNnd=PIoL3Af z)jK%i=7nCIkpF(jo+6(M{XfhuwD4RCy$E=EO6{wSYuu3e2OT5a6!m*_*K5n0lo**? z3URy$4JH~t#JNlyJl)w(gq7IXy6YLYd1e0Gp`6@$j5gEZ6NlwlJ>wZT*zj^6gk0zzUQLlscRia<}jt^fX=Nu`^x}ZzQYSKlY)K@<5 zYCw7I!TT|#*M5~3n{=NlSnYwno&Xa*e>SN$Yh%{z9gT8522Jr3SA42^S*zQo%m=u* zy!<@vd?#a6Yp~`qckU>Y2;jeVU}Vr0VpP!hpG#$&v?}JN2A});W3fZaavsixrn*Yy zllsENxnpa;Aw!I*TgbEQqFk)px$SP8LSMcbdLm;38nn&(teK4HDCtxln*M7XWL2ph7PW0#qRz#tGpEY6f zWN{hv_4Mq@$GH7M!#%JW6HaUIvwwfw$&W6(Y@uL~dne0e#R@$E0eR#m0DV@YEHvnL zE57^y?EE2~2v0o!OEqgOdbi()m+TCsjX#`6oyfREoq_S^xCZ=c=W((^5&TTu-Jr2L z!TrI@*!6Jae6yeHnn)>r__jgWJyY_pUkH2+<-Yc~7f6wP()}C-rrSwS)&3XXl&O4-a~EBK^dhQDy4kSRV-;5g-z) zHMhK1tJW>+(O@xuNVCsFW5GrfHJUVrgts z24zW`6v;AVt41^#`xZ%-_9AH!4MTb=BoWy%CV9V?-@NZ{{`8sW>AA1_y3Xr7kMlT= zbL{o0k}3e9=@bC?rHx zs?m2giYM=%H{76QU=xmC1S?S#BkGPidi2Mn_O#!AQ^M5;M?PnF_Y%$tqc*g?X3dgG zb3*HtckS5|0NTL49~B?3(XuyS$&xLInNum}LX2~qC(mw@7neLjgG>-q+UeLx5i5&zns#6|@#5vn9VsbVDN|K1 zcxw@LG<%KGBr3%al1V8|ciu4F;q3il!E(?V489rx9=)!v8Hr7>>7JXx*eh9CS>*x* zfJozB;kbJB7?{1enz`}(s08jv(EhkC_vY7imWFgU>#~sPT?d|O=@7=rp^d9q0;^1CD0`&6s z&c`}KFlg1)MVd|W6b%9WgxA?aGuy}5X-}IyI{_#+AE1j6aUtq0i(-P()4D8yCt897p4 zL`trmI7ZsXhplf4yX*AD=Fz=-YGzU3g2X6aECqlyQUROL|ELJp3-Z3uHESB`zI2WT zpoBE0p6Gh_RPg4`O>FC=#h`a*GBYR9&I?8%dgsoaRF0N#_&^rgMyL=n?}X$1nd?$@ z?_L}^`@t($j6~sKWNcgo9wXV((K$o^XC1EYv~YOaMfh#Ub9aG#2e9>fj$apgIa_UW z`;0GMZ6=-`9;w_I0yyMufS2}~8@iyPq8nQeXmrUG0)v{nuT9j$;|iBDj2DxyvB3^j zH*epyYXjy6l)|zj$BspDau`tD9~NT#RSRU`l7u3zh^QX{)ie)EA5qC3^9*6efsxC# z*?-6%KUPYgu?fD>f-7-qT&uA9?b(>((TIUcN=kCB#C(Lum=GwWOpV>Y-;j1@BXUSb z>OSTt&lOM~O8{lf;?&%nt;AD7b!1pG3+6y5qJp2Z`iXvYi=t+V!R^JeTJNam%LFl# zix>wCi{Zo9^!ug%l|-AL=AW)e>$w7#S^=fv$DL2d&;mS6_OBP^bw^Frh!w8P=)&^Vp%jTM}?tk3n+CSoOq08iJ z(WYukul)qQo2kRPhzIaUkpX&kiD}r;_GG^g!4#;M;FwGBPZ&huI7(u92pSipF79!XDEt zuxK59{TOTuw8OvrUDrk>cQ8BK5c1++JALdtsOEr4eSz|Y*#UoI)^C60^o}yMNK!p- zvhe)K)7bk2L5v})vF$Tr=5>v&R$?0~j#HDNgp5WnYQPSsw^NL9_eKsS&8o;a3$%cM ztID)kVko<@YE1ytup6>RkQ}7_%p^89XXA(gH`0hP`oM-bedf{7ATND3D#T?I>zK=H z<-9v0Xd`IZIuJ%)zke^(?MxAt!@9&;#TRkAnubOJ{9QHrJD@3M{rf8q->1n!s7htY zV?=uajHfbi1PxJDVs+}Y0k#fh&o(I>543Gv;q&f?+E)Fe9)Awbdpkf*(3Ie>`>7A! zafOg(8ChzVOxhv17*)(;F~m3jOQJ9uWkXgQd>a zEMhA9G;iq840#R!TJX><{L`>?zSAC)56s z9+(*GLc6m2=f>V&QaS#ztG`o!(-i3~Y>Yq82K6w+@s{muu%-X-;lGIF|J~-+!;@#s zp6v$A_PgMT)lNCFG#uA+etW{*nwAyT)_6k}6&L@)tpp8!2hf2V#(Y?t{(7%9xLxt5 z`4v@7Bpvfm8?HD}*aS#5ndch;Q;m7FVBRx{GI`%Xz6i7 zgFS5m(?btlb)wZ5;@WBt2;u{f&23_*A&7Ee#;Wrg>~n=jyr@I~i5winc+*cX1*!Db zFKX`@`txqp=xb9GkA!8_Zts`G1FN<W^}iqK{hp~pDb4pG>+S?~@lN-jGMpTR9p*oK+k>>2krXq}kzH0-=)S*w z4GZpHZaz_|E$U`$?I2KS(to-+$TS=%e9q&=wkpK_ZfwQGu1(uwhHmP#gUfKn_djNZaY15s=R0w7h(oz@^bZ+Nsj`5^gs-AjZHe%0HCH z*N{kx(?Y&W$W`E<)PZ^*H#MbEn}wNl?~bj|C{yw=LDMJItvNjxe{QwtM6FMCi()%J zH$I$1Hx$1oAR5J>weQc7n+#xpt+i7_#xu48kmP+MQ?riur^7{R%nY0;Za5k#`s87R zLi-GT*Wgp5Sdw#PyXEQj;hJ2?!)6*3A+hd zzvtG{`XH<1*llF44erdZDk12S5hZN#@Uf-Tgbk2zod zobFPsiz z`n$ROd=xtigXUEIzI0Hz{O$IFzXIyjPt@&*^|LK}laHT9F1d`uhJzDh4R@Kj_R}R> z7MfUEpP0-|LKqfI;0nCpoeW_+LHt2%`4$vAu5+OfIGB~y6Diiq>{UlSgdhx8t@N3< z=OM)u8ssGMPq8C-wj#UxPBZ^8ssC)FKCCySt6~}o+t9|K%NlmoY}oYvkH&)a zpwiXl%2WyZ+W?r+pId$}gU8sN#Vcgqu0EUl?;Gdx{#n}q6=MMQPy!RW!5iTPMqOjy z_Vo4lSEM(@kvwB=+|b0riQ-kXpeb$$;{E^%h*WX`zlC$S_VkQ%mce#!riR`K{#z&P z2^o>>%annMna_8gL@fo9Py}Id7~n6JU?VLXYMp!{_Auae$t~Uubs-$Td~!6jSf>ReAW;fcHm~496^sqi7$6c!qJdBZ@os;SvcILl^u-r! zXvd(L-ul;thWGG{{9sn#mAyBwEy`51&u!Mciy(JQ3J>{o;gI{yMoq5vn8m&}(mUDc zqaLMmt}j)7$8^_19!_ZGWHMa@m7Im)wf_o}y@6-j$I7aw?RTca%1daiL;{_XOEr7& z?jnVrUCdtL(@Ue*fl5uNIyY?CAV*;*B%>P36ioRneD6h>hnQj3V+5r}i$_g&u|kk` zlQylKHFM^$ypJ{Vu4Pwg)kTVHRunJn+tj;@`s{G#*u~HWtudaFoJ8GAQ^zU3>2}?i zw7LtiZ$Fx<2m`>ymd`{nX%~C#+3Ll#N0OgcKdL+Knx0R&5_aH+;;+Xz##D_|P(;nr zn>X*D(znyL2ySqIE>tBCJv%f0NGzyKQnO*Ln^(%uA>MBjxdC=iX7O@J!Ysn44ov)7 zH$HD^@mscRD>JBa#1k_5r;VGXFQO-2m9)Qm(h6&1^hDZpZ}(qeDRNPi3449o2#VY; zB*cv!zHS% zRcVijRjWJdb)JVEy1R&JryH0G=u3p;$}9rSRFulZ=sO+T@9b>{CJvW1G&QNBn-!8~ zY+Fe9a_&a}31w7}fC0JOD(xuz8Bha+PZ$1!Ak4sV1|`}A8EKU=wP?YJgzF{p~d$DRdC~}Kab0uQL1)S2f{j%$Rbpl zJ;{P_CLJdB@`3Tj!cUVNrS97yLyBRbQu16Mufgq2xVU#}K-(C?d{wGm_A@;;B1-l6 z=C`;H_(6OC>VecV{6UeM1Jez935V7fFUrcRIB#M(9`Am(2YyO#jAwtWa$ovwc_9DC z%JFZkq6_|dn;%}=em!l0ZN%Z1=LtEq;Z8i_`o(u3(pUV)f^J7XbJUxYUI5c#*@ zbRO?>F*CCmNPudyXin!L^Sfa9c)jK>xY70Vs%DyqR_i;ggp8R?GBZ1W^~bo4vvV|G zmwVn`-&MNqsl&F479|H6(A7s$yuy8 zKGbr>0&1pl`Mt2@?vQ++tUa`C=%PUQ_F4d6We4`Srh}Y1O`IsxTX+CR3+RQS{~^9h z95x7}h#=zVA{j%){C@Yi_jkTKL1H#Jl$M^!AkPyK>FM(`<|VFACP)T@R{|yk_1;*p z+P=Q(h0UR#Yz1FVBu?CnG}iXQ1Qs(c#H0i2>W|F9iG~_$S@mY^FjLj8Mz-7sl;v8Q zaRb&sIP8+>stigA$ytY*Jqk_Q+YBwonG+vFUE}{u>B8Tf|Dh8qEg=7K&H_Lr^+Ue*Sv*10%U@rwzur7iro8K5;PrLAB6pnfq`9Gm96>CK4dusngtP z-Qjd2g4m}EI=lVm6EQ6W#YAaosbIL-X{S~<^X##V^HpU*V)=V5-4#c??7ZzXVS4(u ztT%^2-*7f%W>qe8El_3(e1UAtI;2&Ty#_LqS6uwGeVvjxzbu+jxn8u#!1--Xn4W;# zc@+t^A6I)Dm~1MjidZwcAcBV~=wL#QO{4H$t2rPz7%CA^PX53=yGZ+kw(Ld_e6}JP zy^z2|(#Tv~3Py#mFV$!X1;5rw&v-6!F;yE_A`(%4q)Kaw_x=#`V-AH`eQj)vg#}LV zcJGs7`UREsHh|&$ii*=SU*y*Z{c04d*kZE!j^_2boo{+bxg1VroobOUOBOC6 z>RoKw98fc%b=j=K{<`WLyBcqXBtZDgD=qCp3HR!wc<8UszTSx#DoJe0vbjBC-ob>Y zFC0hZ#@oiuO=7`^G0FVUH`Wg^L+a7tcBAt-E;c`fh-wV-d}OzKZoNfe(S zo&&BTn4Uld61znq@YqzH%jq)Tv(p!EI#z>@wum87s?al8Jx~@q$i3)@US%}|S&fTa zIbqx)6(tGQWaZPn?{|KGNGGdDK&5A_-9PV(i%;J6=1r8(5Fzs=G|f*9SriZu4fbw7 zWRFau+ZHPjEJzF!!@_LltZQ?`hot6cx4_NDuziGPm$a8h1pXp(Y~Vf5Yumc_$hk9T zY#F*0AD~xKHKRxF2Y=Fi=wP+gA!Cfn5A^;uH@ln3_p;lSm6gw*tIWM5|L-cAxKqK^ zKYqO7Ys!H|&%@dUUROs*lHxNL2Rn~ikt6Nd6U$~5(G1uaIzm%77+k{Erx1Rg-yFpd_bkUM{@x=VeH$r1&Lv=WMQ)9_4&%Az2K>qvIe=l zvMfTRZI-6~%_)JlWT+yXQUCQt|IPX0Ta17rlM)W5XP&!KZS;S;p08^HiB=Tu6o3hw z*|P}H;NJLSIKe?KqPMB=aM@EmkQPdqJl@ZbA0AyA>k7V#2hrfw=|g|MJ)=kCZdchD zqP$0H5oBD1)*(3N=j{kp&4t~G351>8)4$2c;6BWj6ZVn z90fNOn#bewXz6k&ZfU9gcc}~hx+M-EQUtCx3-)J8B1}<9vj@+WZr{DNky^Gy znQi8trSQLBW7Q4SnliYa@FNJk{b1?QY(ZQXQJNQxU%F~UOVe^b*ef!$`;%)&jvTS2 zK}1g=k|<*Pd-Vk`MK2zJ*qxP~J-)+k`9Du-l{`V2e3;W3Lo)^rz#FG-;@6rO`p8U|9=l_?|t@K=bU$~?^j;$XL_Fdx$o<`?(2DPD4jXAmX4W@LZPgc zl{v0Vq0ppID9bcgt-w3Bo$So`L1TARR&^C#?yD|b$M3Y4WVGxk6b1wGA61<6i;EP> zc8curBdX5feT`14sx>nrLxXG9C?rq|(;PYSaRb$+)q75?|Kyvqj^@M1Ep2HX36*i) zyUc|qGz~ZIXL>0Tw|N)S!yQ~tpH=QL-`H2QOmpvVm&Kuo=>uQBZHzeJDQ%IuX14Ej zh26xjLcgwooB)}1G*rj`c`?hq9H3nP=T%ln!?gZiuZu!lDgV4L6Mewv#D6;E4lVDF zf4!>APV4`3!2Od(%WnO1gb*{M=068KuMElm=YSn|ivIsg{BIp7kNkqdLJp=|_d`PB zl=zr#wRUvG#KuXvpEz;CtRdsTd#Axy14>fn#&-t2Sn#T?t4k1Hv-}p*KHs}{>G||> zUk)f?5-I!1gpVcf+Hj-kPxi}~yw^V&UcGu%)$Ta^-ReY*wz41|d`ih_kGa#>pR?CL z{T9fJJrj{Iu&y~wL}87atLsr-zS$b<`!Zuiku^>oiOIP~zdk;Az_@Iqga6Uv$7v|v z)SV~@5Y>4;-RxD=)K^5rG$#Dt#Lgd?&)v9jqkeg~=+MxRcVc4V`@+gCPo6v(8XHsP zc5-s^TKo`K8Rp4XCO%klf2R#|xp;JPa=-zjBK^)Up@$rLHl9C!{s-HJ_3J&_m!fWF zvw1_tFiRxQD&K-U_OJ+Xr{5p0tlT1O8S?&Ec;gy(M+2*`7O-PMjI4f+rNLm_l+C04ULVdE~6$vT-2`VQ2B%1iqEvu zt@jHE_~IA&p7cMLX}fD~ZtmODBh-JoyN_@O6%-e*TuINWv^BsoAhN3> z(x~dWY|6WL*PcAt*4N)ZJU`hS?85FfH@tEM!?rc@^71$;N;k)KXng$BT{iKDJqru7 zgIo6NQ+j^HQ|svHXliR4{fIl8Vb^tLIzqc_X1q5lDd`Rs^@=?YHQqct!^_lGn`%VY z#VX~#rSZMPF-&vRix(^LIvpXlDS%yC-KGC?F#paydsaPq^ypi4wO>rkF5fFxE_ak| zig}+lABAgPOVUn%=Fs~y?rijmp6W#Z@euw#>zJ=EQ7jx`ewR7iAO-;@1LP8r|TwEyLDlg7NoeJ27N4RqT{`$H3`TG$O^FQZz z-1=Nyz3IS#10@v|{G(Dgu3v9jS&mHkET9fgS()u(=j`hG%)0Tt^H2-b@87@oTh{Ks zU}9p3=;W^Gtx0CD`u@GOtIOYWekMvi=^Vv-Y|MUYW@g9k-7B|k+eT*aiL}?<(XNV} zJ9aGl{z5U?_I7aq`>9|)ouQEq`LW&_21iH7Lmo3i5|Waw{rx(fF1vzxX??wMMUI09 zH?fJ?A5OP!e2U3t5wUK;E&cfs&xqyK($V3Uoh`wu{cg>fGiUyMe-V(q*3{ILl3(c0 zaKLlUIU_UkLru+QCMKo~k6Gb~fyUL+($X)r)9H7fysdOICN6H3PL|^*%-FZ+Qw(Mn z7HxTp^ZdEfoh8Fa_2_mWjHsC4K%V$OiW}r4Q|7;rn-)suVFo;r0Z08 zZS59OTh6iZ@yaYG8%-^()~Xo!sp+oBRHs4R@I#lEsjI7Rni#*eng3p3pl|2bu)^9} z&DM~lqGtvORaM_&GD6JZTfEBd+F!r+R+E{|o$2A3n`#S~ny9x))&H=J zl8}@cwmT$A??Al}3*7!t5vIhnRuG_lxM)awG-;>Q= z8fHA=;w(sbCFSKOUz~|(LFBwpj5KV{_4xBMiRCB8ph9Z)w653GQ0w&@H;$kptYc+e z${zjvLCrSzo=*hZa+9O*<35;c4+9u(r0wV@qF}n;N$DYFf8`eU9C-^~lM6NE33#$Pq_z zOUrK@-+`NyZw>MH_uszZ#??prwCNbwrBn~8D=BTSt*u>Un5tR(-XT#rE2ci-wnnlp zEj>NGuO=_kMBlIIOP0UVjC~Pp9}QD4_0=BmGum-qW@uz2(8~+AafEXN?flHRic3Uz zIP0{Rsj)FF{=ABo_N-R=)2D|!a@spOXpycroBw>dH`{smXshOx6>Dkk%W#hUsXT_2 z9UQzkS|RNlA0Mx8ZqAMQD*ap$Db0_#U#%RkI@Oz;_wbe4$V_NxsPFL|>ye=S>eFp_ zeu%qIr94HZ9P6*w=*W5Kh$>5NMbCZsL`=_W-|aLjSFXm5gdDp3ESr~yNB&!7<$8qa z)h}O8`^{j=nU3$czu&f9#^qO{M)FlIg~v-{kY;@A=sXG$c?Pqp=QoCWs(D;oG&Mso zYBWfNtymT#Bfh@NqO@L{kOBJg<;&HNACLR>PEAd%!a*e^C2>FIcX4u(Upi{Msi-#= zohjXdtU!~h$;*1^(&2S9N47}0XOL+?1((xFZEZq)Zcso&o`58QJ(EL2>)yP1 za}~F;_hDCOCmj-rZ*FexrNJgimr%?_-J6Ti-_iwQq}yVoHG(=?TR8~E2oN#*b~xqj zTeUs6Zr|RBC)|Etrp)~s7Z;aYoAJl%>&Yw{8W{x{##!b)+{nnN($RGiD2DG6Ee8O> z57mCjo%dz-yN;P$PdL$=Anp#$=&8Itsf^4%|Vt-4mgbteeAK>@+uZ z`TTo(S}ez-cw^(;J6i=;pe!U*>8iQ9x^jP3P*CVt)H&-WCML!`_^Gyb3kL^BNonbk zbLSpcUA`}K71iXJhK7c&iGhJnQ;yqCetrg|-@ss;jQP{2Pay}4R-g_A)p5Jb6I6wd zYreDG+Ve9hQK_Q7o+Zb1ya0y{_x*ZpJGh$iN;ij&5~r8v>E}SDk19}`ae3#=Soaln zE2xfj24k!Pqfke7 zh>B|My_RZJT=3z;k%b(fKY|C2tow$PYTs9T*7G#y29Evv*HJEEmB=+3C7pYlg47d^ zN~;(t^$BG*#cR>?khr)J^5>uG#NetBl)w+~tm>7bPp+j|zTBYl*$GmF{r!ts`lAn` zdcCpyr5wd8A;F4*PS&G)W_zfh>AjGU>i||pKrnRU3a3x6+qUiQ+?;z~-COx4cFI#= zK-(3n-4z*PYuLn8ySJ82nA+LeDl_vRIdX)eJLz{?Z8nDUm+6s-U)y)=P~ObP!AUCU zcyA3!lmwNCSU2RO6l}bURHxm|dSB-GNWXoWWIUj-uGMhqMC{1Wkdhb|pmJyDwYzkUr(PWoqMiJwciUVG!Xaz{paq;!Da>diY299Zu(*rZm+ zeo8GbG$f>CvW8ps-5dVhyHDw=2j!ktP*_fxwoR*AnC@cVxOwwVLBZDrBJqtV1&2E} zY)0}w>Fj(6fqrG5_Paf-40A19Sz-kCRAu?5~qE&dkiDP~_!5o8LP7 z?(FM?UaG@baNN~*HF=Bf?>t3dbzeg!qe|>)D$16vTR9FL+A`YtRi!pBUSju|aPRbV z5ujJU@(A&0#N~cr;cGaq`}>RaEG&s>&2r@<+_KuUb0iFvapeY&-|4aoKS&6|PzS@(Zo@ysQ;1?`gmrs`-SZ(Oo)cweuT1)?#@ zUOP56Rx{iA029CNZA3E*9;vYItwpMBhg^GSr(s*sogi~l@GDZAY!-B@vRy{kv9M@& zhm_sg+3rNN)r+mX4GHzb_>R!YE4>MoY`FP zKrxb?5t3DqxwfJrgMop;s@1CtQAojCugAshv8;PTtEHtSbNcj4+w8}k3Nt58PG~6| zEGH;=_W&WM>`6QtuMTr=i1J!oki$cYt9MM)rQ0x2YV*7nwTroSYVWW|)r>L1#B)y` zPq=;Z4l@TJIhkVQ@D$UEZPN$#?c3)vn{YnUb~%diUYF(BT6ytRxgKt-e3jyJA66&b zJ$@|uYxh^yINi&Cy*e|!j`Lc$}}v&=Ou=4QeZZEI^j0Re%h$;teR)}=kWIXUAj z71ebsHV3&t%+gG6oE?c&&Oo9H<2{q}?j*h+K(S3qbu|`n< z^3aJ6ySqyOmR@adzu*^>wBvrcE7b4>m`ZP2mnqu_;&zBz_7v$Qp!!?pn+-Cug z0BmWFD9JH@EG};Aiu8JA>xRnVd*{wtWbP{=AzNbFYy<=oL8dNUx^&pk@Y&HoT8jFs z^EUtu)Xgs{s;fULQwU*~biIno|EIV2^JkQO3I&;uyFTsh+fP_4!#FMX!(_d@ZF%z( z+J333MZtQWv{qJDV5{04xe~i(Z84YkWH>|i8!RI#f@*q7$~swD*`W8<_3x~rqNAg2 z8E25y38csHk%)vcp=KhELBU~~sfK=4+l&QGzT|@)w>wbszkXc{kS25HjC!4n8$cfZ zb?wR(YH)5I2lnc{l9D>c)3FL+DOUBue}FHn)_DH@Nb5e^pPrJQUJP_d_!F;I8VxAS zQ9O2#(NssU-o5+xqm-CXUqFONJsk10tWMYj%67dm%W0>8fU>c+*TVD*_lg%FgnRB7 zQJiPS_CAsFpu2H=85lq1AVx&6ZIg1p{^pHPNJt2| z843lQ-?BD^Dk>_TM>!z{F_v$OM% zW8aoD;fJVBojL`gcDS_xB?TB&f2idHxjRIPfS}+o&~-s=ZAO*6L}EQA0dVnKf*Q|{ zWIguj>1i2x`D5qKF=IJm*jHOvSh&oiJOE^DtgEX71-d_&H1TP(9wGm=nRdHLKE1)X zTV3qhKx0-R!V`ma6ou+uc=+vy4>v+cGhCRPrgKQQ{I$%+#)b$EkS6>S6M0b7FOPOA z5Q2m3QH+xyclrPT6hLV}jX#V@&^I>rBS8s_Lg;SM9hMgR18g3Bg59Io-rpEuyojY@P?hPJOn~8ajyFr~SHN8yA@twn{#_PpB z=Q3LQ`}c)}hSGxO9z_!LBb*qlo`7b^vm1M$+R+)NW;6(6ne*M=CV37>dy~DrJ&m26 zT@(Ve0F~medPN7Jhw=99+ccTMNL25ef_OBpqI}aL{jR(9iBOJb(a{~nll}F(-&oX~ zfkw6g$%qDshGXwuS(HEJ1W0-MMn*e{a+#f;HgIGe4de>7Kh1f0N{Q9tQGs+GO$ai7i-dbpU0JDO6wTUpay(+P*pzLrbM}&s%UBe=LI!-(N6@u%k>v#_> z#0f?|o%gCSo;rsUXFnU8Rvn*q{%-2rUw4quIS?M3 z27Uo>>P>$cX9?Zl{p;8N=rGdyK4xlTL+}W$G8n`0G+DUYk~&)YRN^ z=7|I?gd+$4W5}1HOGW*-Dv_a0zJ&M~72hqLT;!OkmGD|%MWsKEl@XeaK)sW{b*Z%w z0}{6ZYU34TqJ_!4#dvYnXOq_897H6!JkTHt=`~TD6-O*JGMdt3gwvc zk8Z}DtzSRIbQBeI(i#!~bP>LEfI-Bd$=^oCs_=i)^|&jT5?3ebJVZeTPf1Pn!63gc zBAW zexZY^7Q8Dp*sfNXvA@+>yf~oJ{-pd8G=w)P|L^0$eeR#$h<>T+CI>}^_yfR)}x&xC$8M~@Be{447J zZTxf?{KxH}XI@EB$NUq-X{z?KGXCqrf1gz$=P`MEJ1fKSK?X+6vE)yBhvJ3q(sJK1 z@|9}~d0KUdEAEX+)7Kwt%Py|FyYktjKP~TC6)1UFlTVRIAk81na_ql^;w~2v2J(R# z3YfhN>tbkPg75;hpOT()hkzrX!ma(0q`eu4xDXM!vFC!ZF;-yWTpjc(?Pi{(09n8O ztg%_5I7L~=ed-eO$!bQf)808bk~?))*QPoHi-9kQPa@|T93K6GfLts^_`A3k;JMcsgg@TfTsMCiVJ=Xm3KQ_WY`yY;kaUqbnYqJJVj8}xXp`$goX?y6lv z7C+Yj=4Hp@Ta{UE(K zcLj?$v4Q8GCg~rYmNmR{=DScM^>Nd`xDII^aUKFT4!i)E`5@0{ z2!oyBJiG%_9Div5;(LnQq_xX0B3l_1(~tF3uLhi==o=dPqFC!AwgC0xvj@-z@I~Mm zwB-BHbp<>2{@h0(E%3o{oHlW=^YgvnV1FzTvpx-7-6rwDD*;~t^wDp{(?<;`aqok= zg~k-{m5S4zzqh(5cm8PH5kT_;ms$>!rr6@#C<9@5fUM{9JlXEwzdz#I>^^F6;&|5D)a|8o89zW_Q9p`9yR-chOOwXolsY2A_N1qN+0!ZFk5Ax+X@7g-27?B#I(D+D-fGVx8ahLQ*h1MasM<;-jnCg zvtqFknY0Z8$0Y}cPXN9KHa5vhHNd-QsuVojtFr&{@8eroSlV7!NEHHtZtR(!nK4A+ zpBgS^zyII?wViMFX{rkDS>|7k27urQ_`8%G)#l@Yg zW4v)336N*h8R$KsL#&63CChl1TirXWTNsyuhK4zhYifIqKS`K;*+Q5A8cBnq|5_jc z)QpkGN|apg=DPTs=;s_gc8rPwXh?S; zIGaCJ^W~4Ov|P03yhym99OR?kptA!`xNK-9)MI|U=3o73=&sjLuO4l!Kvsr6upB)J zlHX8Ih{{HXnRAf-yQ_=K5xD#~k6beGD zV&toJDlTr)K@!kw{)^`4T*&L!c9~YOF)>lV?nE#^hqv<0MV0dzm#BdEj)H~Lvx!|L zbwXijQer!Z5iZmYR*`;nH8Iu3MatyQxjPbk1Nf@#&+l4y>(ap{0xSF zf1-GU0HAZb4h#gc=dCJ%s!4#M4!?&RM);uWt3*-}oF}ixb{{AZiA3W%|@doKE3Y~dP@UjB!6Vb?J=v{(Q z8=wM#8wIgH*tG|`&Z*mM;_u{!$q=E3v?}B3J((*AE7E_F(_78NtCW!CJZy;0#s>V7 z4`0l1wT2!cXthx0kLDn?QByGWFYaY8)7@=)?ww`)rE>6jSOD(eM`8nY66&&zLx6Gr zPPHdML}(K*!q%W6qf3?l^vIQ#fq}aS6FQ2?l!V);wJPfLGbU;u2F3My~(rSdf6&)}voPpt53-$XebDa8h|-TjMDv-Rue zwJ)t;x_@omjpKXx_+Ht2K$#(^5>ZqHCXc$7in96Rm5z3lF4~tMeD7?UUkSLVBGP6j z2R}Cpxj=TK9EP=`dEi)TTxk98mjAhvdaTL3=E|Qzq!3 zb;Fi}=0BA7Fy8tUr;{bDo9#>mJ5r1ta?GYc3$#d!F@w-aI3o9IJSNtp^BGD>sefEhW|hyDE32rGzjN#H{2K+>sEo{!672DIlq_lX6!vH zAwB4DLB+-$X|?hKpg-K-e|pYGCv(#lim3gR(t_~Qu?^TeX3kCPSwCVwdXhN*I84~QV~ zAw3ql=xf(i{^7$1DhTB0<(!SHfjBMUI=0Gdeq1A_&Z;?AlA^!3Fdvj)V`6d*K8-y= z(8wUm9J{D~uWz4=n(Vubj0}o%4o41mnypq&&ji;2jortN9U}-B+MXN#=WUSG@e*2# z<9U%DspPo$gr&JG(2;=&%w~Eo%7u zjDV((+u91Sva%xJb-RTVk8%esi#zwF+6vaFJ-ocfp?0{-8q11`io&t-hIt1(EqJ+3 zW~?O9OG6Tnac)d9+7o8K(sogZ_lETSZf@ckD%~APp-4@)GtLbaGHekvS#ynn{Vv2W zO0tMlq_me5jB9idDxpbzfTICDB+?1qz{pscYIF(}f{KEuckHY6LE~!2_U#mlnpY>t z<3&aWpnpV^Ptcjb;_=AExs{|6PfixMe7ItO=^(2aq5wP>hg`?v3OvwEc?KPgNTD!- zKuC&;iCOOD<@E+p{AJ+=TBQL245SH*_h2O3j!clZFvA0RG!?u}WMK9t0ei4HX}-7L z3-NVN^BymV$8t7~FZp7Mj{xdJQMsX(s2&Asi(=*%6trm@RDIkr#4}pxvPg#2;y3)4 zCR`>0-Ge)mbES3;{!f)1iedFDYcSJ6Lj{?U45Io=O&<)?)a+~<{CmoAB50hGek!>q zV7Y6!Cn^e;;*&KH_jvVkS%G>`wEW`Z_hJpBDCuqAzWs1i1X3XfxGxMV#aK|6(NYJP zD=aUk2j^Cg>+SEqgVeqWwD{=h(`(kOUEA8$b_E?q;^*TQVOoT0zaQ2CSPLj1Cm;dZ z+QDJ@whj&_pxxp#SJ2il7;MTRu?iM&bE}|9ep8cfd_{tViXGqs;p_+wD2D~OAZ!Wi zHg2RbGHMffukJGb+1#e1Ea*>DjySRW;Y=h|z^nK3=g$xc7lCEe)QRpkODpp@`?C8= zKkXTwiP(d(yfLq)+pYM7*Gci&&7O{qj@B1{BJYLiNwWClt^SLnNA$8>4pkP%rAZe; z4V%yOoEMAb4PO?YwUMineR5F8g<)i9|1<~F>2nk)&kp|4!mNyo{zktKF3?X77H`#j zo(ea|egWs_1-1tj;93YF(ieHT7L#c!YKIqQ={3CX>fakYe*FKe(bmdgC_IN($!0o^^5@;*7ITear>wj$u9=>t8yPb`}WOf zqf;{ncp{<qH7xeO+R{fn+)e{XLBV@j&rKLe%r$-A42`T=x zE|oW$jR0E@%hGL{??Q6;@bM%1IxD8yA1LnkT5#XU#DqQtB2*vg6OIunSmmH$T;C=C zs0Bt7wcJQ>Pm)Yv(j(o2w{H(ZD82^VLG7ILP!XO^v}{Vs%Akcl@`4$zq<(t5MsNL= zE!V-%3W44srQ*wHC0EcL#(&Fw6fKSmF`3>r#){}+KGa<@o0OIaWVeBiDv_+76 zG^2EpBt9A*;5ri?mllCwLwP6WRk?~wu-_4Uhx9{yfdB+wBE&U1oY&v_gtrSI01W*y zjfC*M0Yx6pndqZA{tWDf?Irgi-t&PteM7_W_=yuiE|LEppMrHqG2Z&<(Pby^vfh9c zQ&#LuT4(Sk5F>--BCy<+1BNsp>TB`rhs4EsJ`wf-VVem&Mfo*IGSRD%VopG7_?)Ee zx|j%7V}OU`agKUNQ5AiXyOru zqco{1r{woVtS0cxWxyW|xgIQ7cBEUi0zMyYZEb?UyQ^X--n5KdB^6G#wteo-QBeCHoJJR zu!PAq>uG&vK*K5k9mO@FDTEz$wsl zIm*ifOR`K<4nh;N1pfLA8dIEFA`?LK6|{#q`1t6-l+b_*tO3^_ybl)@XxvkL3eJgB z04oUP%P<(QirLGwZey2l_Qs!Ea8cmhosgF=&rVp8eyNm{)F!EwOX;BMG`35`YvEW5 znNu|}ey~pzMza2hp8F#~ZFPQc$90%TKS6^g6cx+hZG)rdRO`y;FJ44@EiNEq_-D_B z+2kHcR8LCS_#GEKo9F34ddse^H$O|UOS!M25bzJx8}?6H3zF|+3(e9a|{n#MY#3Nf*L{E&_~VEJ>WmJuVt9vdWtqPuLXp=OYtEg5nN=lz~D-MdNg#{4Lm5m|u( zTPZL9t(!NG!Uu{p;}4mFhqL;EYz#@^X#1#{^+Ja}uB5b1*s}KNy*+`VpvO|PeS$Ah zK%TVV&RGeXBW+&}pP+m9NOmE)?DFNyaQ~=Z7scZNF2e(pn(Yq0E!Re&n3RX#z-dYt zqXn@13L&TvP(c9U$Ow4tQ;fJ=|58b<^!I_^|3@FR4T?8zPop~a;bkfyRS>B^z*Yp(pmN9rQV#ri&r(v941R|4 zitdtEFKx(i+l>5l>GI_xfK2TjF#leGl#aac(B!JZ61Urk&a(PV1qfBhP|DM%sh-05 zLPn#YPYBIXGE|TNKaO@SPBK;g8-5ztsED%#87dv52fu8he7dZps(KZ(1NZcn*49?K zaqYL}eu~obs>a$&sqOjnA?jOys2u=^@Wj(iXLkL0OsG2qe(X(Z<;~h1l~#bK|kbL^b;XQG9iMBoAW581?-u- zLggS&uZ~K!B0`wdv$WT*ho^>(Vy-I4!a3_a{Chc8oPoJ{f_(#glXjh7j+{JsE&C;= zm27%}2mKau(X;K> zkRwSAC3+!h2YmZ4zpTwpWVUnIle}o%kl~Y^oo&mgxk*y~mt;q0C-+16INIuM@=l=C zB660ujNj%3@}QxiDe3KKZ>LZOn)3qS4-VSupCFmb-J_^RD?<4O9xctkN7Xy!i=^sFVI4(%lwEv?7>UH<^lYp68&aY~VEIZmQBdS;9w%P6 zRDWPeYj`njWW+?e^e$XFiXFp9L+X3Ekl4UL2(^ItPzZ4OE!{>BPT7@^VH3x~)}y~; zI$ggN6o6RYz5u^L5mK!klnF``K9_vDk3x1q#2Cdeo{CZX;kD`O;RkH|iFu!0A3<%p z0^C!in`5jds%JE<%8Hu+#-xv&ZEQ{{;k(uaGHUO-t*8b&K0pU)~1TwJT>8%llE$_cADe-j6;kObk2@+kkD~F^CfiHr!9FM%pgG!k_lFr zs61}m_7uHFxnk8j)JQduZXrcblTAQk3&L%oOT6>PE%N*pq(T)I62%fnx3rf&;O_0m zz6ng;121-F?5PY9G^O7r;k=!npO3G|Yhjdqm9O{uohMbD=bijCqKpmqXHN$Z}%1apOjYZ3i6||4!)_2ob_!(W-D0vT0(aUa`j8 z$A@ZSusHyjBN~-9MChWjU(LcyZ!&R88KPrJ>I!}k*Dg5tQ|O~ms}*AgTBk?52(E#J zxaIe6Um%6;@Tj2=_7SPAb#RaYIm2ZhA+lXkk_~fs3=OcT#KhIaG2Hiy5!$O}#wCs- z;6-%Iv8|$W*Qc>al-~*6l~IPGy4&@ z-rd84@Dw2LRzw}qaUiZk-%y)AleB}#;gQnp7&1Tj1JKJS4R!3W*@100m=-d6U~Ci$ zv1Y=uLhNMd2{Xc^odI!xI9P~bhr9TLQ?rLZQnnFrJ3;+nVJzrEUja8mr+!<|KZ#O{ z$N(Dml3ib0J0uQd5G)LRpWLa8jLcy`tADXz%mATMV8L`<%W*$a2f_r{t9-M?syqeya$LF!J zI{?&S<|l!ZUC0WLw08GGV0h9pDG=cu;8d$++P$WAs4S%FBi`xSUwiQ^D^R`B*|>EdnJQOyAYxj*(infB0;0ji&U(a zS(FCus?Bi|0a)-y*&~i)>=}Z5%LE4-ceNKfDl!TRpU^)fePCh?1zjevgPag?8z-Tt zr^imrnn-yZ8*V&&#PH}1>W2Mb6Pv})mmkn7zZVv^8vQxQHK(6QXkB#Axs&#!7>SE) z8^AE_6cyc?nwko3LUuUjPW@i(_qA*7nl+c&OV+!OeieZRxCb_IV&D7{F3JcWiIOP& zbLG9t%F6q#>V$|-0J)jaVWLH0g)MEtg(mE?fi|JZ_{BIt z#4ETpcM~-mb%t2hQ6joT-D8I3jTH%=m?_q+6X)YMty&b zV}~-d92zLV4*o}$KD5XV(MEla8a}qA7k7a|!(Wm7`t|>Zw!#-NxUBuh3-Etn=lzUV zU!&VY^$riIISc)J(buVH^?hF)rVkW*nsWV~^YNr2)|dLJhHtp7EZcn4H@;p|DN{A_ z+EC}w^LsQ@YtL4i8M+&Bo@HELNw+0wgV4=YzA`jHg=_W;4zfEw*>Ag!wdL3EuGdT! z;ci}ore2d7p)Q?<&2H3`!%?*O`UDDPj}R3T`RT`%zYIT~exuPOzixa?S&bjwM;Y}u z!NQ`zmp3}cB5f`bb!=jWXM?T zzv#wa_^?6&(oDjVy?T?CCcJO6j{R8>-!LSBu0PQM<*WI#zr{H=WxI$DWV9*k=tKag zc7QBapnW2M&Adsu3#jyhw(TWA=faydZ4&R$q{3C-oifg3Y2n|7u498^y;bJG`(6RV zkJmX%(YvccqP)#2Y8%G!bFBNjAW{+i?^V^+O<)d)NrlqinLS$m8Do`pp)}B{ydNuPZ?;?@vXL>aoZ0onEe#z5&Qe@E z2qqxrN~Gb^F(9m9*v|%UA6t$`uC-qFa#^Uj zlQra~Uwbs=0wH^FxtMl0zw4an{%-nu7{8l9)`5HWNMJkMTje<3?&JDXLJ1bIdL|?! zymPL2DbJV5S-j27@{Cybb2ce1oYy;cgZ`!x-062v{jWtVMYZV7itEHd%!-P;sGSo^t;GmkV31_H2qoxzN=Q3d$78?y8d8#YuitAk;Y=A zPrL4z;LcvXMOUfuc*Xww`#6x&Ct>|tcRMt!GYSe{P1lT0qt&1mo8l`y@iork=|iER~hyz zc7%lN$^Z9f z`Tzgm|4$DX9eN5}*k_qa}&a=vPrMg%E(jyxcBPt5+$J$$oAdu*7s9OSbH z0h?FC3JA&>@^sz3J5hAO)MW{jzG8SU)IXuJD4%75Eq0s(?FbW0s-bb?7K zgpW!uexSl@!R`^SRv`AAKgUL%U$EeL&iCqdJ-fwMrlKergpSxiRr1oR*^$rvu$bLT zBE8X38(HH$_80At6@WPvo;IGHr(hBa6-*a%f(tSfo)xIoPrjcK-zO^obN~h}2<}*( zl-_hMA!nqF=R4@F#MrlE7eVy{+w-XzzAWE-{@%)M&fCE|G`hESR1NK+RsHs&m4Th=#iEZLhzkntaN$%G8$`LY%UmuHl;1b?Cip$P! zhl5W6HzLAfv&C(^S|d!t2`v0hkw`T*kL(+0yT)QI1GZ|1K$j+5>0$&_yfcO%6e?_WE;<$Nkf3-L$IVpgK3E_Qx8$doAI(EF%_i`QQ%y?E~0-yYbdO=+30tMXe9fxQ%Rvu^C&TDAu2#KZXB zgox#c8?Qx%QbdKValD+~o%NZR!crX-V)y(8zB)-2$S~d+| z+5t5~8U)u;X!321?q`4vHD>Kp!xO;Vcf(zK;x7Up23|mKz7#&;NNwxPU4YPh)qt%4 z2ro;~G-UbO9LPTZ=hQEYl&_Z?>l$DFzV_mTy6 zn_XH8xQPHhmVQ$>B}GR{cG~?od#b~CHD3w7Xu}S^*DheFFSNVE;Ub)=%p3Cj>MBnz_sckM7!VV(Qx!;vun3}XEU!kYJ zd4qlq1Nw}Ha2t^!-d!OvdKxQ(*~$jl9e_88-)s8wbX`sEBc!d2(-8#AyARQ(IOZ=d z3@&zRH_xbhBB>cSdrW>siHLwu*wu1{p*(kXAPiPls7V6+Ib+ICkmMWezbj0aJLNt| z_8d=K`bUL(r(lN^4NmFJz)JO#J}x1lj3ocrfh_)FHmCF5rJmZa!GPvEMe<4+Jcq8R zBI>cov+$K&I7ZT+VzE+U{D+FT{U$YZKWwXHcXyCUwyTg#UoB3J&(zu->RAd)xzmDTRcftZTk z-d=(&FJQ+kSg8u3i*q;?w~;^2L}7Pd_L3_D!So%8vZ@PPVk&IBX6tWn733ljV{Ty~ z2)roZxQbl%gDI^6BN8|#TDE&UJZp5EI=)9P*rOE`#F;r%uzGZU&@1nJKZ(P>_2+%6 zX;1*rDVH57&q?+i4Qp=4!*N>;!WgLw)NA{etmu?e>u|fI5W*qac}JwFAm42RI&MFI&MOLPC3Hm#!> z)VYiEgQfu6nVpX<1TMAYvx2@u=vSl{`}4F9%mc}<0@P>}V4~y3?k6P}^pRSlfEb9m zq@rfllku54ya6`=7|?FB&}lP*=iUJfUWQ&n8W!ump94s7qODgMmtcv!-i-3&gLbI| zgXhn3z%cbWErHLo>7e;n8t9hPJ zHqG$UP4_mI<`P80=LQZOoWD{V3dhuTH>5~G3>A3l3$%+|TKzVs0U&Y8g1#Y123!EB zo30G-RP8*o6b~6RnhN+bqY|{PIRYdnG(qtmf#-HI-h``nM7Lp5IWHJQ_$VRn@#HXDQS$_BnJ7vqt|7fsAUn?HDp%|TTZ-{FEe z$;X^vBSzr}u5gg3HBZpS{83%qaqk#?sqF5EhdGl?Sq)2T&%Fit%@<#w(vhe)Z=P9C z?yzd2&H+OYOFS;yD*enVY%mNFB%D^LXnTbOroxl|{ddJ3nCsB1WwaG-) z8ZG6q3+&S+r>cNBZPUrSDW~vIA4q&$01S!84s0hLauzpUGFxHIb0$r$y-6fEw+dTo zN}@)Z(-9(bDSkmV6SHLDrd)*{l3Is+DZ^O5EJsBPjd_fLQl< z=<4a^X;~FIpE%(cbB!FYupJ*Gk%Et*x}Kex%MtpqR0$SVq0W(XivIs0o9y9}Von3$ zFbHKf>?6a|H{3vNv62l{f+zuhpLpuqI(_oDe`hr}`IFd$vQYm@8fk^!DT`d4-R#NH zDJc@*7>C+db=YL3(*T8U?$XEjL>|MGd&mCAxA=1p0WDrs74%w|gZ?U@rlv;dBcY`Hp2N3XMoM>wxrdX7 zu9x>#+Yjb=hA5nX106*yHm5;j?C=p&gl2s>9z0m(jOZ?+@txSL^AI4>WO}4SbmmX= zXu)cJp@aw#8{NC&0~r`1Q*00xMdw=3px`R}bs1+H8N8+n=Z5^HPvbj4YylljNx-(T zFNUCn+C_lC8EHq{hWEaBUMK3gPefI!x6ay!@~wj{x%WBA;v!H98=|cRKR%Z7aD`YG zgi6)*=KC4>K71fN`P6nFmTz9Fx7eBz z$Z7h-#pD&%76i*!p~*pDtx;eOvF3$|bi0Pj#r$Y zut?o5zJyo*PC+6kvW-+Auu&)YrNziFSrnEGAUH69ir|qfH}dY1#hg9Jem!QRZ8tmC z{rZ{ZET&&uMMoz`$BsqHItheJGuPdvTw?SKtNYLg=n3t@cggb6@4C!5x$GjM*WBD( zm?fDME}Nc)YXRDc9+Q&E%#h@{^yYqVCaPkNZilN}gh?@0^!%_oUCjI`q%DrV@Eay8|D0TKKV;Yp*$yZ-H!CHD5%Hcp1|a}8e^&xou{5eQ(Fj5d_aPR6DJ*!3BjqX-cwzqM zq~klTGesh~_u+w(gsi)StaNM}NC?zJE&d(yQAjwx{bOEpeNd{qY3__b|E8LMNhK_&n` z!CJ}+kc?3~n7<;QY2oWaa?d;dGR{Ox;x!ucgzmymBMY^Qxf*skaWwo(0PCJWHGU2s z2}wnxIfEX_XB&wwh4e2mQENojZ?qL4_jJMLTqU}1WP}_yp>>AsaR2>ePrIH0$K?;S zZ~HIXeE&g-BA5AZ_Xz)Aez3Pwd{W}qxlN;^>R+`xurWqPS!)3B?dhIaNy&ZRpM*ZT zey|6v#Qf58X`by(vPO;#v_@knp=3pJLS52)+eL*6F-G=YF) z+`Cg2_NE}9{a_HuJt72K`H>!tyIWuS>ok)N>*mSNZaLw>+PUXv=ECykOrrZ&{$RaF z{gXXK+pR9WBX@eD#AbCWWlD(=kVk0`I&)fDuLY9a-ku4gw{q;w6^}KVd0t`N*!AwE z&Rb!gNG+|OiItS6t4Py%qcT2|ruf36tnuWpq|fhd(96Mg+=zZi=4m(AbFq?w`($kwBL^xzu+g6hxGVXeXKRP~_v(MV0Iw!M z5~R^jkrEPK%hQ=05~&`PWUKE_Enn}qiCyZL^lb2A7kkb?v}kW~d6`Jw&{qMc<*2}D ztWSNb6?(a4s?DdnGW8Ufhl_G(*0T?=VWAM|yqmA7{%KqtmY9aEXldj3IMFAQgV6c8 z4qf@mRVftjG;NfqT*--g44!TJz+^{`Zu#eZdS?PH&2l+JDsn}oL&qOfO;DTDmr(UG z)Fw&x*V{I`yS1nLVHm>*+BDXH{u*?U=lgq&-Z$OfOw#+)js7q8-aM-3w{8E;Oy)Uc z{zMXy43Q!YDk_NxO^OgwhDsF5SSSrBQiN0@V~VI~qS2J0loE=PA9M-fQi> z*ZQrs_ged(eXsRA_qxAd>hpQOuj?F+<2a9V`gx;2)i;~&28-8SF==eJo7_ODSv~o* zo++R~(@-&fuHk*O4z*tgjzp=R5UtBZ$b z-z$32bQp-T%`DG$)mNwND0`D+_dVXN>2sHA^()uk_O8sj(6N5TTF2Mbuk~BL?9`?H zo!45?>d1{xy(@F>R=!bdsjU3|JzPV{*-Y|v+td5vhgtpQ+shBCpW&2Dm-uqXlPq2t z|8Y3dZWTnk9heIX8YwPp*7J!ndOd`A07%%3{{$k(kz?(lfD`nLlnU%=v>DCsKl z=5&9;j1?q8T=|`<%h`BFg#m=ci@k; zqv_6nUW8F-bnM0XJ3fC;80vmm{4*Y^x(u*p9fWS>&DR^U1yw@&k?08lhA=PT8J+;| zSzKud>p;KTOgBxZRu6BZy**C;Z9x%bcUzYw{kg;{J z9Rehae1(I|c{rB_s*6x+yp3kEzYMQ&5*{^fn76^bQO78BY)7Ne?fXXOaJ`c>gie8) z8Qy!6`|sLL%hL{n=g*#L5(sbkJm?!yfB@5*c z(Z@nAlVPM&21<8TL?wGxDw9>}PS-wiV<{T2vb}zWe12Em{*-Z!u-X_#nx4JEiQ0ya}uB!(bt(Y|o=T2=Sfj za~A;mb?9~u#YX3^;^+SFRj)v7lER+fy7+9gdE|S`EpNn6Q|!+N_MCYPs$U?^6w(`} z6mvHUe#H{#i!Ud19eQhVV(gCUi;K74ieLWNX(GSXUYSB!lsCZr{L(<^G5K z*jn86riVsF{fWQd9~t!0aDKen>EqRXU#|=HrnXcWnFV5;*!-9LmaL~;6NSov7VgeN zyWL&0oB2V{%M-d9bQtugWW~SVn;X{D;2u#kdh4qyUhsX8=tw_%{gw@M3G{W>iV9l`#RT{DJpZld&ryv8Ffda4rgioXh4gBa zK(F5jly8xPD4iC0NR)A)rbHJBNb%ihzf3BBTGk+IIf{nk(6zu1KHfvJIHA)dBfd;oaf&8!!UFKUjFHB0NE4DPM|hk9K8|BF?j!~0(?eEu(>p#T3b z|KICj6po{a5~unTu@lVnnCNcd=w46W27E8bcJfuSz(IuS?L*F~#E1XN2(HgO!LmYR zEXNiGP2-bQTi_tY2^VyP2(9}DZ(XwUPhr@UPcq`|ZS|6hw#reh4D}f_bv%E$* z(Q{QYNt`1j1*!sexDe{3FA#)72K22gx-8;)4yAz;e&?$J zxkW5m6(_Wa9}bSaoB{Q5JY>V2F>r^uAcZHurq*8=Qh&KNIk~CC>DH_V(?+{Yt!!KK zA@tqb(B4TQ&b#NU4z;QWrpWj&l+^+f9puqc?~%*wM3_LCRNr~FQHB^;pL6Ozcour` zO3?xH$^IpO!Hf_q20gO?w-=D_5MqH4h?cxQ;`8`@Cm z(OlX1u7gH~Yvrk6fv_|*R%(O^1{H24vApWaHMPI*u2pQ@V>Hn#q za^TxZ>lg_Tzw)2H(NTjRD>Xx;Q>J@Qq9-MjPx$pYI&O;VR}_|md^cV~HsSjV>&gQ6 zA7_W|uxt{4qgs*X&NF!lhAX(;b^gvBx5N)q+~1ggIsexsxe2Uuv|iB6 zWQXXcuic`}VsknhCDj&tC(ix(`dO5P#VIhxQ6xb5Wka+UOh8l=>>^UVW8a zRjTR&*_;F0rj2e+QT^7fGHu2|Cv{2Afe1&#MsMe`!P=^$vv!Do&^~u&{c`{HEya&J zgz!Ct9F7}?F0^$xH*BiwhSc=fXE(ve^4CpyT;jLW!tGO}B(r8`V`A*D#Kbr1pMTYl zfAw(Zj=yo)Z(D~r{-0jDLQ2EYX`=@!F26m2DI581gQ{Ee8mNY=`UO`^R{TrmT6U~* ziek$;8INszZ!xqa4&vai{{#S{Ohkz47!ochz3MKMB4G9$a4aM(hJt2Ude(TaD1$OAvEVQ%?1DVlrCI*C14v*3kcrT!<8p=aeBnk#w zu;9t1l&`zx@%NVRAHlH&AYvRJ*8Jnbt;8@G`-+<8uQglC^N0;+^n{Ah>DK-6<)gl~ zbNch?f>0qcw;=EP?CDcmwn}{}N%r_v;?W|hiK%DT&`yR*UfO>}O%a4ZDO%+w1Ry=b zU{%QP!U*j{l1$LsW87wS0bk*mu;O32033A;LO%GBpldHsp$b}bO$^g$8owWOue*9= z$K$D@da}CZ*p3JB|CUtqe;Ire-*CB8rd)$ZOHGR%F;d{fP6)Uv{d9+93PG8UnVX2E z)e3zHwm&O2>`uN&UAM?=MWB$K{I|fVaj%>)K*ioT>VuFDVQg0iB^=l~MzR!0c6?%W zywG8@{b&V}m|zOO@yM`?95k3(d@PVSIv;_=2_coxW<4pQDVSIo)b4#ZmFiwi1%XdY*ik+~^P+6Z2!H z=iAFXwKe>_Pj?3g7{L1&lyn}epx||BXs?~0Tg@nc+fue{!Gf#LrshGc=nK|FTxlUc zLMsr4Sm>T!^8IT~#Z9BGk#Gl1ahQwIv$z_$JH9$Myi8XQLgzhJG!-Wj-+q6}1w>dS zV!yvF1cB;%pGi*DSJOYBz$%WpH+P6uaN19piny75 z#CzsKFyT-AJ@?l1<^hXixFPY&O-YSf#cePP(I^V7G%qLUT1EHkf>y>iGBUZOtC6#M z^_5g7>V|TtGkQ=ZJHd|%?1O&T;n#E_)@iOvZXWAVzs)09$c<& zQ12PY&TIstAn4?{yT9sm5<5*wDkbA|})Qi!n$%ppQsBqUq^xN)R0LS;2%JF*JYQDVa6 ztZP^6l;<=#qH}8q_Gkze!yZEVDM&>TtqGSxlD73{_|=d_W@Z<77c*2Yl=^z0FW+tv zSud0%=;U)L&%Tp}KL|`l^hg|Qk%4FtGq`@=mXpLpfm9b|v}5hHuvQMqf*=+#RnUhQ z7$t~I{?1ro?h%j1_c}L*{(YHVz(-I6>R0`6e5L+-p=D_P6xKWjI|g_4hD@UmLTCr` z=fonfN?!Dv>c7$saj{K}Yg{b9fupFIE#IUq3N0!DIgW4!6;%NZvwQi-p+!&L*3EwI zIJqIwLw)@p^^2uVUtj@+?8Ci!H|&+6}|v#Kq31~ogbqKUqa{Y_A*w2_uX6a(|1{Z8-2W_5B?&dqw&s@V72B39O8>Q@(&El$ zt#jJ~FJF`~Fm+gPwb%AeH)XO9_1&(rVC9ik>v~Q8HPFE4?o5N~1vU?NM|8Z{C-T74 z?KOXz9?Tf|;$Xvx`d-d2>Kmdeb3#!Rgv|tyv)Ep>m`K`IAy674I?U|)K(|Tj`LnBR z6Wwn=<_Z2S$?(=}HD^w$#+&o??bwIGqNM)9A(#-Ypi@6TdPT)Nw!NRv*O zhN-##?g9K~vrBGcH+DE|!VnpA#1uv+sk-;^Z*Iq#$Li2RUtw(}SYIz}GV%%wQ~9@B zHhixcK2XJ8ip6b|S=t8OY%_EeW^I4pkTl%%Z2p-uXQc4&kvg5Z41Y(2S6);SXPLEP zM}XLf;aFF$C-x`;LwV~*rcm|fUtTc-yOyTRjg8G>2%MT^j;*bPO<~t}&hThf!@x4{ z{QN;;KPI0~Ou;f)pO=qCq%dk>Q1XgI@H;E**WXReZCnZJfTRM5-#5c-giJq^{*+u7X-#(5xg87TE zWZj)R)pJ8tQ)}-16%xmh$Nc^0`V)sGnWVJ^{u1hXHO`1AwY^hJ--L0{*x=-JeJfYj#8-F5Kj>HbylMO$muz*FZy8xI9 z;xbxUSe%yUNe&jjV9_PhQYv{D+<_mZrA-(=-q6RIng6kiE~Qbb9;*CY`!(Do3Sa6h z%vB~{2G@!-i7F=!#4P#+INU{AIs&7mnKNguv9Zy_|BdQICxD8yyPRHGsH$^wbWM1w zNB{WKV!g_`rxzdK?{~C(-Ih6P7!7t}HoQ9jY=^gR-q^2Roeo=Fi)24y-hu@^*$FY1 z!}9g@ts{)tyyx-X*nB`gvJ4HdpvVz(1)noCOX^}bpuel2R zpRRI-l9(*d49-5Ob9T(N4fqcBX$i6uswEZv1}^KOFuDmOmt{{!z{i^13{&f2tTqUY-Oqr>#=R<9ObD!&=s_Qe%IO1_hv`L$KTTKtM#cE5|J3OGWY zCF8K9Cd@_HlL-3>+~9{RDt6hqb0@yid$C)QNd;IqOV_~S(3>uoyKU?cR2JDIWp6ZtdT}Ym4dpd#tA+|3X zbja|?c1ylKI{Q0A*N=Fd!q$13s%j}8FolFG)^QCVi5mciJBb|h>gU;iOL0|3lbl{_ zJ$H(Vi%jTY!z?!V)z&&P>oGgVh_?SApF?~d+TO9qz4rrnyd#Q;d{xgRMV2k`rgAzrEoTfeq#Bt>%4@*{QLzj_5tec5;lM8#ih^Um$3)w zD1oK$PC8L?DMN|e^G&EAlN?K1Pu*BNuY33IuU@`n2c4g7W~b8Ra^pFg79iuU?(xMU2oJ z*FEcq`k(!LgU#EvT}V#W&}gikqwZ4cDRE`x#9^6IEM(X!nWotV@N$CigP?E{z&CklxcdsEfqE7DZ**HbT`m?lS3Qe4rEB&WPj&N~1 zM%ToqTK0~Av*NB>AOXr}|Ndc7chk8vh2;2)jq4;(xwK5gQbsz=;T zM=~{Tf`k=0vF9~w5eLIxa^PoFVFKolB>j!KPRI}kIn0U1so3q&1*fDy&W^ApN zPwKbDMI(HY)h8~Rtlg&W!5+yN|J=QMwRN1Q^X>z+VOKhb6`Qyhl?)25tt&WaXyoeKiezWU}$_WPj6#7Ur zm%N~A2uHB5-ROD8XGNN1k`&h7XsYSxt1~B1|7X^f#|1BN!*#{#uK4z*Jv3jD6lop1 zjtKMiB(O}JKK&#SzZ}f?hUOECn=VftKR(CfNcSC-jz6Qn+#!piCH5OP8ev58=l5?% z+9aDUqvxMYu{xzP7O%v$$U&V0k%+{9+mVTXRbvp+f!X~wtj+^)WVL6X1SZy}3@5(jO};b(NHqUKJHBFfuxV=Y5J*uR(*dnSpVl zWUpDjh`fknG{ zk01LSK79E4wQDQM91RS|?N`Q(eY3N(xc@gcmyl?dTwboawWfGQ%mF}Qz0RFG7vI|v zQa(|ccbIqr-LUkWcf1bX68P9~fK~Ro;rZc!$>7%>Pmb_A<)_TiXOh7&H z5PZMYJKr(Z6>d)UJ!;+R9S79aU~xlL^Z=!{RKU@#gfAxD`to#yHJk9gp(BkzpeuGK z&)wzT+~{hrGEnSKopqpdqJE?%gBQYDAD(0QxN%*jjEP&q=|)aYJD{D|7yps1K90Qy z&<^b`ClmE#Om)P(4>djoV?J6=(ealI$G4frN?2YZtIWG#G*ouR)-L>h^ClG{Cl0RG zl&&(46DxEjswh0S&cPqXtmJBNnn+n+IsYBv6O>WwZHUJ7AbtZJZ5SVdPNuI`F`z9Ptxt&*7M+_LzBh0<76X8&6?lh@t z?7f1OEQQ6A*n}c_yY%!9>{2&ZK1xkaTF>A_Pg0iUF7S%OyzZXz@~?3|W;d30d%IX6kS^Ld%9O=k{YuPM ztr~?c-bZ24r89g=f5{rTB4G%`q*<4D&z8Qir9ixoyA+{qgx4VX{IS>rv294p#Kgbj zwOiM&?TL(x%qzr+-Er$yu|-NamJ-2cV?lL&GM-haG8#O7_;>RdRi02e-#J#z!)5#S zRMvCEd@8S^Oh{>L_%2MW2xP4(`0gLkXcoq2VriJv73WGrTx7-W8jSmGEYO2?q1qLW z{kE%D^F!LQEQ3<;A!%94K5h*C|4|J(e*E&q{wmR^QcW?3+C?HKC(L8-M<-7j+$>AY zog6Twe2a1Pvk{##Ui$>&r4@SWlrUk%qq(!I=#R8mr& zEDaioK`GXcVs)?1+1Yext=qK8k6AjY5iCq|8(pNHWT--u1t!{i=)bUQJ2N?$!b>z0 zwDiKn8K+0T(9q={>I+J1I-F`{KovLK*3J#z7L~P6JMuuqH8f6%kFQ+!+gYMlpuGRw zxpP+h{*)y@?yTl33YRF1-LS&yASJ8j(t~PBxGo8YU(<`mt-xN8^tZ=NU93)%>T%4k zF|=UsHK0hWnHRj7gc&IMjfYHcwVIW7xj$~Yw{I`0y~w`!&V;{oXcDpMR~%J_DlRUL z9XN1`gZ%05W_!$Icb?s~N3x;ho-cV?tn%c~dwlXzwa*(yQPv%~>;t6!`7{F*ckS2S z7)Ym9HUOp8Z1fwYnB|_aO?hswQnsz=iYh8}Al@OIE*ypKQ;g*C5XIVA+$*K@|4?K0 z;ZgjvZwBw785NF+)Ku+^ZI*1>x>aZMW))$i3jW=m#L+LeIr06L&XZ1bH!ODO*SGK8 zpG|>PT`R_5-3bBnRcQG?O);U?tX^lZ+51?zI~g$b?eO~UUUraILCBP zebz6IGUW}=rklfrSomrR2!sbm&Urx9g<0eN>S~8KNv^#`iHlp-kLUFFL({W2|NdT* z!($O^yx4^!EWU)fH!B>yuP%KA9wV$5g%K4;N%({0i`}JmcEfoyGAdN;BAlAWn)kgw zX^2Wt*`rpT$T6&Of~o!XO-w0mqE8mzhy^XT-5cT;7jff;%gc8pOb8qetHmDu`*)DK zXdK>}Y;u5$u#y@=_%I`qYkJi1(c?g6^524evvXTc<7h`{5)ob4_OUdYRxO`p3J=Dv zTC?T=(*q-Lh+_*=SI^bX4U|AcPh+gwly7Ad6{Nj2W!ibJc3K!^A_vH3Tx&(ACd}x_ zQu6Zhp7^-|P7BMtcVbHs?TdK&_xaiuj@RCwJWp89wUxK#E;jGx?>u80ThGfCF3}n-jgxrS zfLop4#U-5IUSiA&J(jxk>Z@St$pRm?v38r4Sku6?MsVf{hnV0O4O9r4l}XZdJ8V~8 zaPaiNVi9}B{p2d#&<3!91lFlNqjp`0h)h*Taj+@tJk4XD7o^6k0cdpw;q0|<3-1nN z@f2iEmiD?BwjSR`wR4bc_KxEs7Iqy52qgjzV~?WjqpIIhB?}u9x>-#BSerWszq5T^ z2kEfzsTmO!z?&U`@kCW+Ma4HB`+M&EZI;xMLYHR0{k!Ps3I|=^f!d%`Jw1l>?W;{` zOYeBhz2E6`i=&Ic9{>FPJ89&|Jz!JkxVnyul)!uHMfddO%NNlN`Il2JQGMX8cp^0P zF%Gg+qQ`K`#6DZDrX<E?%($$ik#Is zTS^%wkg8vwpBWtT(Aitv`tHsqH#!=?V$o}+bluLDo9kDvmhum@PO+}@LuKWpnKMrj z^(w$cuE(d7TSS{gqYw_M3fSc0@_X6ORLgcw9ak*9Ht{W}8qfb6mh#kiFM%#G?e#Ao z+C9?e$dO7yoM@p24jj0)X)&JzkC+8sE`aF=#H!KP@>8Y+@gD;775OWHwi@>5lnfu6r8>uJpb@d*y+-f;~6?0eO0l)?rS79Y)fu=K~BZ$YV9bEO*;nwG60 z`X>dv*vNgsZP%8a7QCLv@HHm>5`M@cpD}uZ6l2Ail2;&c`3Ua8n)OU9gy0OUw(YB| z-aVD_FEk@!raLtyWr?Y&M6;w^F^F#{SsIZ}IDbOt`Her31b9Frq6Lb1c)%o`H&e%r z^Cd*!cQ+Pj@+G=}^L&>0lI9Tk!Rmh-j|V)jV$E_R{sY>JR}3JcU6APUy(iF}|3;AF zjOK+$-1Gb8H|dnSXX)A&AAb&ZrpIb~Ts;Fk@FXi)LcJ|^l`ju=y+TDlhr2$}k^?Nj zNAux->BH=Z^^A?boi&0_brBGnqGcZja=<~ zg|qi1E3+PYqFq)WvA79*q+O=+sqsyaYGNlg#m9}y**|dv^(D8x2mQYYcQ@qH>HcwQaK zP;#-=#*Ig4Piz?SOL;3RpSji!#MSU6#Z{|-+vC|P`cA-g+$G*fU*XybW+A1oc1u*h zylBxK=m#p`#QXH~p>4ZBea_&GL;dz*nYVXl@dl~u%2Nkx?3ASrPoXImn>PVsM4K_9 zi!yeke8D-OGWp?iIZ0RFs1w1*`38F1*8Q7ZWR!El2b1hCX0ta?r(d; zysN(e`k+EE2p2n`H@%VzJ2R$_G;1d`anVGB;6F^n)qzEMf8{EBnx7c&nzkl$y3B5eV>+ky#@aTIB{=Z^Tps7M% z{{8ix21Z8dtmNJVs4J|@snf;2Fwn)(N$;`_(ldyP0hDYu-PGeJPprxAw5OupD`pji zzMh%i^C%QsaB%xHUyOJ3MX4| zK9Wj10)#ey+REM@d}gFt4Ie@j1;YDRl7HAo z+lfN)KN~~6x~D&S)LK4MON4yF?tO|-3hiN{7!sRC`!!juTXzUjXXNzhe~gBPO%11V z&YqL-?>Aqs+t(LCt zS(1`)*zCHm|JD#@F9W%4wzlTrb{&+^@w-iM3BJ?qYGm3w1M#Hp1_jwi&bG(@XYn zy01R>OKwF-HjQ4~m6lo)LwK<6VS2p?u&h+-$hig@;33Iic&!7=hb4WhSuUH$FT2@A z+FMk7DI~0k)Bs|&_v3LK67(mkyx8`nAU2T?Q&gPi^0caUYo5Kzh)E7~jakcUkSx-_ z*^D2%Lu2U>_GO6^DI(-I7CP)DoeNK8mZeUcK3!~+XVdI#M@PpKYSIwr_~9R9t7Qb2 zkl^vt_F&JV#LiM{pT``)H?Tcqv_0PVdb&^n4#~lMbm7^ zPUYxoGwQW$?kh_FXIFp3z%0=LUst z#dKV{CW$lyR(71Jik>T-zPy?&Xixn}e_H-; zHFw$Lc+;WCB*5?WO%%?bKYiN7?gR;Nluunt99*&VU&!wQArzyO!1ZW-VO92Fjqb0F=GzUpR2&uc|B0x_0!C9hc*Sj=t9a| znLr2!eXrda1#8POGl;LYeL$x#;FUmqIq@J)u*-TA zUD&s#U)?sUm<%kwlCF!j?JrrXcjxx)yoV3H#d@jSQ!_?CDkV`nU?xfhk3Pv2#FVRd zZ-GVmYRqIJ8!Z5qK+`V%1`+1$5$_HPm%&4+xX%(Wxm-KGegvi2#fM-M~A zyd#ukKeZTKyzyg~C3J?;8HZZ)n`x1v=UICe6&0aqREnaFZJz5dd9#!YFx({R^o(tX z*?Urcbod-D1r_f2uiqKqM{(gdJwfr1YePM*h1&DN4OfJA=d~&WMIShJ z>>;p%0_7B30uO;$Z{E7~d~EDEjo7eZO$}@^|x_>RSd6O4vz-O7OdJ z`EDnt-w#84I*Fc#}&%W z^NOumkCrXnS^Tv5_iq>2h=V@XbuTv*CpEM?Th9|+f>qnqp5x`^aocFKl>ZU?a3vR# zD3%I5=0tE;qrB@p+%9*{*3_1<1BbR81Zg>gsE5^$X*Q~a9Y~1&QDt^Z8z}F2WFeE+ zJwoQ-M863;pz7@8G;Qru`GGPrjw0I>i^KQ*`%2QV*6|ZMXGx9<7zN}KQfR04yUxxj zXQ*f-o9GJPzCFcLHI05&_V+IAF;q$ED(-W2L1bql7W)TIrQGHoqB0a)yF7ALQNAw>&Q)eqi)mCoIooC#~|yYZYI-5wCagp{d{e z8Vb4T0$f*GetX#GBLgPwrK^4eBAe;I@iM3wiW?i4fXvk;b*Nz0*xAYbIjuNRg;qgy zf;3oX&`(U5a`(wp7my1fa7|0|B7#8!%G#g^+|R^;Lg5bmeMVKaUl+I)qua7$JVZ2U ztX=XepX3VKZA%xzR#zj=nMh>xS`vdUS#{Gl@+ItcZe6oy7iB%fp02-$iU1!k39tP> zBe*(DBubHq7xB8PYSOS_o{S%gbrwr67!F3td+_mY+XIhhOk+jZ{awiXMj?RuzPt3Z zYrvMT&r2(g{*6WZX{f5LQSr8%jcF6U|>(sKL=LmRUQtq`pBhetJ?#-heBc^TPY+ zJD<)FyN9ZtMx_!e7JOKQfqbXR$0t%*#GCi><#7^$H6M^-|9DtfE@Jw8qQ<$2!Bx1F z`x3cEY-s>Zxsf!jc-1CUKmr$m#kNe!hKjvtEKjAUJ7k)pkZxIHI_147_WG`;Mb&aCg zWm)Qd(ZP?K^Bgat*?Rs0OS-%~!Nez>Y=Spg+`|^lAP2EMFB>)Crg4)d9ix9c$Ic_F zkOrnyH{ld0IA+GdwFj^YC)Q0_9nHXlt0R&t5hy_y*5-UHx;7dPKL-oyHQy>w7M-rMB$shy!v>T7>r@634NedVjJ`Equ7W-rk*7dMoCl5<7F?K&K1yLw>#bmHmR7_OYxih3fy{ zUx>PRLR6XU!bdbNH+;+$0uRz*ihNmOFZI0i?OAHUMofNOaJJ#DFAO&}4mX}4k$BNE z^{s%6(*nN?8f$hKHlXZ|!vs{_qx9C#yuqc1EZ_7S$xmu&>ON7iLgQGWO02IgN^RAq zy&yl?PHP%v8cK@+Vq9D8_YGGj+7*#eY^=jhpUxpTf@2BXaoV)we9bQ1x;;0q9xW&L z4W1M2S@F8RbEX_`TGVCuK;OL(45gGtUaicEkG{CH=nx6f#(4({l0OX%`Q)DE^RHm| zGfYZPYqlw6NAG&k2NSG1s5&))trd`|$+RPuIvt;2lhzTmW`T@vx$C6y;}5f4C1vio zmAna|YlAzwF>P;gKU(w;LK8^*2;XP%tfj_nL(>cj{2%}x1!vc#_e#o&y8Jf(AF@T9?U6keW?St4~F2psOQ$&eG zY2M5Xo5Y~oQ1DM}Z_Nh;{j~!w@)>ei?*pT65^gMjFGiR9BxgH4V>`_AON$I-Ois6~ z*te~X>-7~ieFUh3NJ^zq|!{X=PHLG#ku zemh?)9iMg_fz^n)UG?ht-GrxiD6;3q+s+=hJ()eV28Zq&ck8=-na#X}^u;EReSWQ_OVTH;gNmOf(WX$6 z*WpBL&9|5a%=H|k6wb3}6c1*ZOG@Bg2YVOw@;IUkfW!r)oHcI~b#ItIp~CCj#>&Yl zen}GW*)?KVgk^;j!Q2WorLeFN!IcRe(7FLVDz+hVRYLTlLruRELtL_27bVMkjgOkg z&2QUS;#qxa)R8BY{er&F3Dv7BvU$H{WiZ!=@ZtzH(#Ug8K;W9c(djO&IwilqQ2Fp+ z609Dy7CI0xr?NqTzBhRTy8{+m+}{R>4Df4{iZie?%FSgiGctB;r3|LexWcVRU8}oh z>#XAtq_S8dvfW{Dg z(creXnhC30Xco>A|70$3{w9#l01?ecXLlc>W(7CBBzo~U|5q1YP}dTtJ~mUZcB*;u z^r`7^v${uS-IQ{(vf%Ffe){m?5%r;fWS8ICF!*j#lKq-BnMCf6uA>dQC<#d}Z$s7U zz7%$3pMACN)wzE+n_$YU#zc^440x<)lZwFThG^_u-e|!ueSUGl9GQ=HcPGH~A(lAw zq?kf|37S+=<(dHv`0DB-bF-csR8?|k%OR1}@KVqVa<3GHDEeJKiJp4MLRLr5GEr7QweiBqNijz8Kb`Ana}dNXK~N{#Q5>!RVGaM_f;v! znAV6#`Zl6;Pj!=FP(~fR?2UVVm4B@;cc3`!XAyd*q4G%h=H%dZBouL_z4!eJ`P{F6 z|L*k~Am&g{v02&)fnB0(jdlefCg)ajx8_WM@LBzd9%PQgpkB6%2hP;x< z_OLGh(KPPr^Dho*wjR=9iwRL#E;UBB+xAd66A-00@5nv=D`7`Mf1VVs)iG&`3ul;lSkkNVBl4HR5M@$u?Tc*k5#%UFc}Q z-Z7@^xNV!Rz_LT9?E?I_0vs3YENbfs(B>e3@98^j-t>`fcXH~+!&F0^Rb3Z_1&&e) zPB+|86V}OJ0HYK|M-U-&ve`}`lMmDv*sav{S1pY%{j{vDhl}wEnAS5ql%tY=OT9=m z6KO@jz*JKUP0N!(V zKtLa{uo!ZghDe(rjQ~TdWYEBYVk2?HsW|<+iY2Vq>jjiG%fey^u62OXt)E_AF^FTT z13ZM7L-P6f@#Di36h3=zk1|z|56tRc-V$b*rg$VX`^Rq0@VtQ`m6=xAyUA~g=GT!t zcM~59q*F?YB1lx0+|PZ8*Y2|%UHn_fMM!Gz)70vy#2$7&FmY}QUyFD@qM`}#t(6oU zLcc%lrFhz{q&QCd;C&Sp6({^h!i-{QH)#X8PLIBQy~&Ux)YUD{-5lMC>??*fFx_+g zG$U)r=&IU+KTRHEEJ1$-$dAeUF2Gyy@~+&vm5!wFAiGPuLR*Suf0}dVu#R2_8vg;w z^ZH$IT(Le(yX5t&S1Au3v@*NAd>3O+d6VgN!G_a>LQAc%g8wB>0`2VB%h{RzkO&C+ zfx`qgi`s7pnoxFM9k5SUvz!m1%s81RlAELHW>4%CwS5#@n&ZFug&X{BUd!f4q2v}~ zDR4Kjx(SfwQGLTiDlM@|O{kTbnUs=xb#wh8PP}Hgani&SKI{b+i{Egxu_B|oH2%K2 zc$rva$%yQlXEefE&}HF^qk9e-bcnu1Tv1Xe>InCWKR@h_Rutvtb_Y*-$W)Ip%_;&3 zD-bh=5>#O&y;D*&pGKQ?r;ndAYnGH$$AmHu|FjI-62-vl5kC?;v~Bwi(DNa0i(P0j z$5Ks%Hk%SnkR7_Z>A_jPYKtS2D}!T~c{Eh?7wowZ*V9?P`}(yTVFM!K!o2nQ;P`w< z>x~u2J$iF8`f)uU{hBA`&6iB0dI7be#5%iWMTfys zvqpEF-WWSvNo08+uuU;Q;Q4E>=J+{6cP2PIaqzl5DyzxqwrR0>~!_?H4kF9zWJ>?)zM9JYw#dZQzM^=N)LZfNn z+Ff+9RZeES<_X7Lfjh%*WEBX)^Pbtpa{PON*x? zcp$NxnQ}W7MrQ&65&*m_gg`$#TFS0q#k?q4XhK?@B{$ag`))Gq%rZxU5$SGLhH z@3jWNM8tQbY*Mpe_Jvdr8l#QNDtp0aGe>oZ8?fe?$6z%zwOSx^u~|)s)sQ3f=+noG z-uMj7y}8}9wLd!#P&Qb-@b3jg5&N|r)}%g*{v$Vhcq{T{?f36{!0W`U1#Cqt`NYEk zU0=f2P2l{Nn86z46Uv493z-#3T(C;uRGiK;rV85UlZjTtc%2kvWkmpr;;3Y2?*S|F z?3H>MVH(Rq4#N|OR>!_5K61kKAuR2FTJtojH#Pq*@swC<_nSQdJ(*kpj^VH_wC%FJ z8J{SV1M2QWayOc^ypX4x<`;QE%a$RY6mOH^EFTmfLIr3$9lb&tC*ZpBvR1kAk(uAG z@{3umdo(mO#?JHRl`EdmTqxu`p~$QQl$Djmya>iGnet&m<|Z;dooY{_H3**# z?3g`p?iwX^{R9V7(%Z={MYh5hPGu*a-{+@g{ z=W#w4;eXVRdnI~h+bP2ykpT0MH7Hsn$)KXsWl#mz_gzAx|EZzwrBKrm^BC(0${1o# zT&3ONfQu+||Ju9+r<-$K)fE_cQ&=3cpRzb<;@@}K1gOIxMu%LP5gaybn3PbA5mb&I zKfYhELlQ}OV2!bP@;!&0bm0R(KaFYwffnmFJ>X*q05Kb<+DYkmGn8825b#$8{S_5T zDu3Op*bl+fQmoM0ijhfp0Ti%;t>@w%dVF@H`Sy%Qy66prEO+wcMeAx<*(vFkYY;aB zd81!&@aXc~l9Hjc(|xD^TK`LiLKv_mJmc5s7hOAbdVu5BA*wrI#MUGwDT{FifMnH^ zY%}cWKYWDXiUbjNcVD*_TKx*D`8@x%7Y z8FaKIb@4G{7wLYeI@+*jZagW5wy?*5sl|)t?vmAPDEV+{gu(JKgY=ZuwzgNe8bV>R zV|;QYG3g@A7N0gKVX*Q((@$4}YuI(4#ypMm*O9bjq5ya7k(v9SK?jSB_GAowlECj^g){;&kJq9+-^^YykJLENqJ7VI1i(hqBN` zlbTG7iHL@Yr%{BC5g3i&bf`9pQi!qBV=y((?`)(dqW_vjMcK3Lf=SeEY<1~b3hBqZ z4v2=03NPX-K?3xS-VNw&p1NzD7o(0C$VJ42R$QZ96MYk_GiH+lrmQK@^3n-vmz#Z8 z_Rsg5!`rsB4VbKW>Egxx{Ot7aUEqoz1(p@P?BqSdvo>tKe7(>ywA!OiJH>uxIf7V$T;r? zJiuniA<-0zJ`@xI+Sw-PY4Q zcF!;Mvno?#Lc3&^lvoDr*r`T&Z^WtK*>XwlUU@_V*QImkvpissJTLWESFGDWNDb)M zZ}EBC1$8nIO;!OOXC@YwvME`Cd%<$;9@ z_SN^E-X^G<$GVJfZ^iusww^z4p1qaTEC5g-=>?ZLG{BA(BvMzDn(%YGkuovz+UML} zDV4K@3~2 z`@SG(YpiARX@5zl@xAMcT)g(~Rh~9&No}ClzJ2Tb^0GVU!j$C|7oP?)gxl*$@K)NN zklgTLP;8~pXpul+#RM41F!A+2?-up`TXN#)R7gv>0q7c)DN|NK&(jD0Bj0iN;q`)~ zh~ofFay&RVoqSV3b0@O_q*-Vgb52a!Cq$xRjEy!;Oxzu<$_~k=h84^L7*4r3FeguD zF})|4Ie<9xFWmn3*koLv_Hb?iA2)30pQs5cYC9W`^9co{!i<+V%V2$G{wtC{4;tH) z*i9)yu}F8JiODpU;369fLb}s4Nt2@0yl85sf3*V<0WjrpR#pUqz({;Qy?ZBu%7==I zz=Re2R)@m#zAxuxm3W|=LkxR+WqLP%xsc8P9M<;!QwP&mAl5pUasCHjtU!sbU%y@s zLEJ7qeEBaRh2;!|2ub3j`B{JO4G=VBU+H!@T1Cl?Tz1o;XNMjzKSE}JrUj9+}<>j6L#C?p|pRWP`!BB%(O=SVwdjSSJQ>L5Gecm zyi_XuggQK2C}Zc1wPfBD?qCuT#W2!DkB*$Kz}bjY%eq0PS~+PkIrxa3Av45vtltr$rzn zHYE6rTN(Jqkhcbgz##NN9(Wlc)N-1nQAGs5|pfF4gNS^YdVWLSt`~t*cR);M&ozmj&ty&vt2Jxyjma*Lcl)^(tl!Y3N9Hl1>Jr23A}R6(7%TWu zSJ!LMsDwA1Iah>{!2=Ii1V?=YpRBQc@V#Y)tx!>NI9WBxg{H7GPFja_i%~ZvliXu+ z>H{xbdJ1Kc7`;d5KKEoR8Fx@$BVA3Y8qa0o4k&90??PC=HW1FRK7BLKf$ zkB=|oJuUi>`De$k`(v2Kf~XP$;vl7{Quiw!Cg7Zbh<$xCcJV1j0)*H^W=!0QL>)bU z22IykTR-5BZv9l?jfAn1A3mUW?~y(|>GZ;VeV=p=$wEH}yJl=VPXUZ-K!=L>y1lo^ z@=&COS(nfK&x|_resk7Um;CtBr(Zv1cms%+9%;26m0fk#n7B1)CB)P$TpTYBrdS~l z{d>Rjh3D}X=2Pl@EG>P&q_h*cN^r%zVP4*KlcMbiy5?ValY?3Z=707*i=bb(uqQzM zky2=~^AX(lb^nE-91{MCAjPK(>KOievWfCwenkJxB6bP z#_yTBI{h-Uez+CKnZ>Pj`EcU9TCQtO{q}p6?#W?j^Z$UDjv@1sxaUScD`4QlXRH0w z^lSYrTr6I4Rl*&X6!KXl8LQYkG)r&MSzw0*nT3?WbVU%!d-`=_5cV8DMYX`8?yVBo{U(Vf2y?z`vpvu&<#6P)+qudB&VB*CnQ?q^-gIOVBRFVHBR zJ+;+xXM-FIbsuKrM&%sqr$5ao_gKH~4|7Q}bGQx>jLPPTAwKx}{g(n-!(q(r(bkRK zdTa0!`hl?E+C9jvv7ZYs9PxYEq2~gsjwnjx0ESc{gGLDn^rY3@{?6YNbCMxMRTM=; zx+UAI68l9cJaeEHKkudZ%6e0NE>DkPIDHUzIaaivWU46N@FTsJ`JK&Ce$)29ygd5n zoMK&7kI8DD4_!w!26fs&_3zt>=C@~8*dauL7x}#^lz-CQyI&xdEab5U1_b0WOT!r4 z#15vmyln=uba}96LHqweV5|YQehQA&tL-kPQRI<7F%&VEJpY4gt9Q=<^B2Ct$(0eC_slL&#*4KJ`d;nBT;Jz1`@lwGjNOx5#I4a3aWk@ z1K{bSXX0B23q~`o$)Ztw(dg z73tt~xVKgw8cdoK%lD6Y+;dUn1I}?D!y(Bnj3sVH*`aS}czN6I@rIg~z44n~^+DI=Q7MKOQ>h5|<33d-hq8#)#i*C&<{7d!9m+n?#w~k~zsG1WjFV9;@`e z{rdUSVt3j-3$$|F-$ovx;;=Da-Me<|c!t6v-gED?tIUkZK{gg>4Jv3xW#!NJ+FHG2 z#3kts41ou^@7O_+8us%P?d{Qh`#SJNdoTDBWdrIzSv_ujX=(1uzJEtJA(uowzH)3! z+1*6<2IWsb-KOkh2<8N!P*KhkgmdD=GNo7d?VELC2x!?n=p$NJU9BU3w2{U^I=r=C z?YzQ4$nc#K{6e>{U_vzzCI>-nuGGMUk#b#Z)|EBGhxC}3PxS3AJZjEGEDqo?X8K(m9`bJ{Y38FS?mKBOmINahiz40TCR*2&`zFCwK)F&Pn;Yqz+_ zt1XOOe61{j$1Z?Czmq4W87hD_NPY80mZ%ECG>4BgOH07>h8OmLy>kWk(ccPr{<(8) z-R=$%leZ#;^m$9Mu--J|?!9$AJ5KKy$%3EgQN?^Tni+W|rF|5W z1pD2`kIOJ!A`N7U-uDrsT~~no`6S^e78&2#eeK#L0_JDaVeYc1O&N8CHtY$+DJ-5~ zPHJg|aaa+iRn;%ib0Vsra3e82H*RsXK>dHUY`HPpMd!0eZg2g_Ueix?Lm>(nXcqpW z%6ftfs`Ji)`rh;vznTvmG#~~sNHz;?7{Boy!^xm4@GMs}&y0wOk6awBjZEn(!Xp%J zong&2NonXx4gj03uTf1X&9e z(y(KhFK_=O?5AdCcA^B@4NMHYHxU*Oo9n(p#VL3_lPH0i(Q2uzDQGKYjCBFydGLv) zV3R^1O3TRu1Xj&{WZIMT21bjQM5~K`SHv0u1xQ&T4T3w;0V@f18if6)7!d7$sDFPNdKW49z&#rFP4~TpoL9` z%5$v$x`ITrX-!9G z=TyuRmON;NPZPdrV)lerDn>=2hA4BM%Y-oi(UmSj@Qz~I8TQwUM!>r9_qXG!&ZC6< zAE`U%Lc9_1G&`HATZaE?2U03E%f==mzmk_L?gHL39hm~GHd>GU9v`%zprFUlp+^vN zN#N9gym^~PGi}k^3vRdfol@_Z=pH4O-;%>rZc=qyL8HG!WW^R8HYZ4R89cqu<;$0Q zv~49|OO2KWBQ*S0AWB!RU7O?Ts_L+QJt?aIN;|Pw(a9_n{)h2aV}l=BPVA@1C}IiX^Xtjy&i?_{mDq3dh_pSiVs*|uTswZCGlZs=dw+Y^}s}l}H zpQG^}PHX3eZEI0IXoINrpzM_Njf_U$wa6{lI?%lH`Is0V^a9yij}hsZ`tg+~m!W%q zb;jBB!tlxN7K^n?TW#9rb=zM+sbZXAOr(vpHn_v&H3eRMb5Yq?5chI5Jnr;0H(m|&J_<#vhc-0wBr79MK{0;-bhSt$lhKO>c7TiWjZLwsxa!UQx4W!dBL z!W)P~pwEkb%5?lH%e3j5MiJp z4!~x3!g527kIt9%w4Ds?yy64wi92%f(v(lsgJDa$UmxBs=HbL`2x5 zZ~Y;rZh1udRK!YlC%+XsQZ|`uFWJe=$>*0>M}FEoeISAfSdAl~#25kjG+Y6y8qWNP zzN@LO`(bL(VH7X`WTPT?w7r)?X*E6Em>r9`7{dl)g6 zvZRzGA*qC9H`bXVTb5F2A!Ij0QnXVjV~G|mwvkj+wiFXF(qhZf`#nAH^L}3c%~1F6 zzJAwrF2{Ks$E8|6Jb67=Ap_D=;BV&@*a33vqq=6*H{`ajytr8-$<)V`q9hserxaKG z#bk1jtul1CwemRJ1ih1=2-=~SFAtYJ!qIg7qXZ)H4M>7ijvzObyxmwk%BE;(*|6hT zM5fsXk+taynjM!%`(K9E?WHRlc628SsU^#Qhl4yN=hmG&Jt&K4Nlpr#j#E5=p=vU6 zFKT$M^7I)od1TD_%*S~x^ZwlX`O}uq)MoOI*jC*r#DiUhc4{dF24Pm5JO%J+rM6cL%RaHCfkyTyzQnI66=IxA$YZl9~nl@v`UM7dJ zMN3w|Z70LrKjbmUDP{Ypyaq0Tj|`prXP|pxG=cRVUu`knaUl~6da6Ops$KfTG;FyA z;z9{!$$s;~9g)izciF-{1ey!k**(s?2Q^#-V-`meuC4L@dt$2i6h(n02PoDk=;=rZ zD>PGnGb8Ti&@zRTUPT_N)8zR58)IkgqkH6&UB8`gSUYX0^S5bwt(xj%_5%XgaY8+v z)JDAW<#}A}R?~%PTDOOrvoC3OXUm`umDg_&<|h=;&56<^@rd4t@ze0YaYq>6zQT_;l4+6tX9F^CJ8kWZdpEM{bUSo#WYMpelw7>?A$aAV!NDyg`hYdxqehZb z6AlF6NTo(RnT-FM|CC9M30E_79q(*cw3+RxSJd+3x3K93upI=MAyA-@vZBwIPcNY0 z85iqxkHB1VhWfCpY%wiflmmPcoc4b`;beT{;ln=z<633)JhovpD7o}D(@!1frqlf5 zrAq_bXF&D$O2Ui2uz_n6t~0l`t^LXvTzbnDo}NYm0>J~- zcAgLw*XclIO4&c#U(R=l2CA?RvVWtSru$P&Lj^MNuAC%Jc~X8Q;81r8hbrs9y^|&{ z7yhYr{q@frk0{dfU15zp0*Stga88+w}eGXZ_kTYv<}O?6B*(xdH!Ph0GdGA-ja%vQg!e~t9GSYUvj9yN-p%nW88s5?(Xw#l_Z!&Jmma2b1a#pr<}ez zbYInF7c(DoW;RA`+U$BdXj=UDx1)Yv{n6(zJ(d(0A)U?kz=rJwyOO86!MMO}=FAe+ z2V!~|UvxHG!}E>q(lvG;7cwqFb~)jAHYrb--j?t*{4R=w@lVE?p+E z#R-15%;OUh=G$G6@x_;~NPM~zZ+L+q3b9m;UT_>ZB%N^RjBq)bdFku$x8uJK`09SL z2*!M#zcDae0m)ncw9Oi=oru5Iqc9 z#S}{N3tKvri0$jExJgqF&FwCYOv&7E+l?zV&0DW4yYXtUQ}w_MYd?I5La6iu41vF0IJ(9=D6VtV)48sdBLGi38zbc>h;Fg2nq8}LY$G&~m zWG|Ps6E(1@<^T!ETXuaF=TR4%+)*Ou4COBt4bwF>BwiYd0 zGW44G{MD<)g+C)3{9}}ld8bKPKB!b2DCr&!_+#&0EB-Agu4 z!5cVNgF0SPgpspXBYKiQfp`Leb;~a@ek8 z$Hh*kBghWlxn#BgU||uhpZ)X5Vek9dFl}(OvB{}!v3uor*Q}#iK!08!E%)UfT??K+ z_PUg11a@-mWGPwk6{hrKA4O&`tRN% z`QWhc9~%31DXPo8)=JqmKPsYE1pxrnHz4a{?DqF2|Cp+yb`vHHp5FPlX6$A!x)DK2 z4+mz~?R$~&Y($^6ir3xgI?974&cS2AfC08(#j`fls8a-mqMm|~V)FjVwkE4uks%4m zDRC)`dpSXULu_wr{9bal`xS1qO9qh`w&HoSnHN`VJ$v?SnBEB4vx`%vyUbfGK<&bX zHk8iMOd;+)ZT!B5+u-!Hoy`VFI{)j5_jXvMmNHN#>z#8Bt@>A2duq^6$C^CGjt&r-S@VqvRvX63%wT&*2JK2|eD_%BE5 z)sW`}*=Y}o0><0f>Gz$L_jw-7%$@*U;A61AKy;-+QrFNZ0FTq(@RO(WpOf4g-DuNZ zA-a#^evTrIDgX9+bkJ>UkrMuY>Ox?Y;35 zBG|%~3!%>pvRlyM%jTH+9`}`PcO9cQFDWfO`}jG$#2(bfBB5o<%lA`KP*kDo3DsY* zvG9QY5uio%dG_mu&~e#Mm~aD!91M&)dEath3vxCAiQ0gcg@ckOzOEQNGd^0Qt#iK( z?c24xD=R}uhvBuM_rEC*T$kV8wo@bRYi&!;yiiy|%=2#CFtXHo31QSQ!Z>@%VSDJR zgChuOcX5!nz|a2%SJGGb z#j9u1iAK^v=CiwYG)!Cmz98<`w7`#Ij#|&0@g9EF(jj0}csFy;l6Zi=7 ztyuAXhq@Da_N`>}>(=3jh_xGOgiQty&gN4c+}&F<%ms+0_pbl}2jyD0@$Tct1`8G} zz^ZQy;}C9NGzzs1fAHFqnFS)xj`|^Dyav2;_mx*OxLqL6p4>fPZEZc9o^EhqWfMya z20Zj!3c3co^7Uim1M_;oDirD^Z_k698r?2Mn$fIcN7I?W&05nRF_c`MgLHExCiw!Q<0Op)F$Icv?# z#0S@4LvzSX^jg8yhskJ#KqHCcT3k|+fvf$%!>x3JPPi0BqRYPaAHEvv)5pQht<^=h zo#16c2?SF~N=~-Mn;mmf!NgXFktTVCVk}iBQ=FFB=T&pQy=0wj$B(yyxsGUOE8VAC z+9m@8E52kv+8Y%>ztdIkbu*uS(N&9eYJq}MOB0XLra#S zm_Dq-m%t%}4i&b?{e|B48HWRR9gqjGJM%DtZAg0?U(>~C|QuUB27FU?F$NNA#+fj=Vk5PIAU7%BP4I_-~` zYBNrt=rt0`H^E7XO$Fr!jL?n#rM(;C+1&|=&Mq!;H3G$24x=EJeFwV-c}64{8J7jN znTdOvpWvzOz%8~h#mJZ~rtXB6 z8ioYN;h(*v^5TZM?Z91KO-=Q{VPu4rdF`4Qr2|d_(2oB3Ud&TTUyq9Q=urV#T{?h!r8;2BaGeI$c6so$m zFp<>x4$_sl!K_7Te8O?DW>2g*+OW;?zW z`-uXAp<^!J;);74{|qtFferB==C;U!`>w@0eg}*NkuPvO0h+Kl*&Gx!F2vA_4p0Gl z7y)-%yf9G)Y(*_<)W3fl*eBM^D8w&SkYd(X0WDsQs&b7@{iT^`2%@UOJ%4K`5B+dtcl(X0628tz9wb)UlQ^c$uPKq{8L>7d;<^Vw^h@NP+7;-i&v{YB-@_6 zr{DIk%FUJ8H*K3vhZJ+<$MnjP9~#;P~<5&mgcA)t9JyfPPg*R8{k( zcrF6$+wqn2&8q|VHmx}pt=Vd2m?p7O;Y)xyqc~u#+)QaHS2z5}vj1FjOCHVxNwP?^ zkSyupM1lNv3!Sn=ge@@eNn4&Y6zGCy%eV$@G*hE3P^0I7drASqmlEq*sE!qcoCPXt zEVZ<>wI@d&eLvwq)%vI3zI{8hrrQ0&<;!&g{H}dgyZib*BN|&fyV0($dUfg?XIVw@ zX#)lx%OnP?`dMY95WqMMLT~_pNg4RpZo8AX9?RVc>;)MY5rE}Vgt^rVk?crAB{^8Z zK580%b5zli6r1Hbx?SVHtekY&mWt}{)yJ>eLrl^~P@BmRUG9Jw@(&tzw$wjgz)G00 zKBH(MecBA4t%56#3c+(Lrq1jR;^0m|Rnb6xg1ssOPX6$d;s8q@KIif&k;5@M7C8n7 z!3xCe_2XCSP9uNyJk3=RxvJw7TA0ZtUTtVWPemHe07ng?7Bi4}*o@z=Y-QQY0CZ(O zMddsIfeA%WIMiU4Dii1O;|{$f*-{9q(Hbh!8xGs|@OMwta9H1^N!TXO)M0FuwAWuc z-)S7=vwEkp@&+xJ1M_WH%cW;NjAf3LvbbOyW>Ljw=+eAupO3q=wk9IqjG#Rh>HtQQ z0wBrYU$mxhPzp$xuVyti=)z3WFIr!P0TM&}d!&&P9RH_#b1x`pcy3HTL7b_x&JOD~ zDXx>Flan=>D2jpTfRy0_{@Tb~3H$ z9Pf8W(HWh(S3Uqa>xvfK`a+>F~Wk+)$=-a&0ZR9KnVz0C1vdC zQW#$Ax4l2ZH8DUrgt}29Yl@}G=z{c@T(qoxM|=V75*A+okN&U*W*BsxLG!O`olQzIR7T+Zv>UhtkfFA&E|N{u zY2}$%q?zL%wbeHENZ&H6T znaiM4RXC0L7}QKE`6WMy3JQdjEvU56>vR`c5P;J87XMULwLtd)amIiKJw5IF`~FfF z;&|rk_H*v=>Qpsqsp~IRNEU;2Md_wa-2>W{x#W8H=0`a@ zIVIKqTUypTs`H(?AX;7Q>Tv3ARhD0js0u1ZC?X!-5@htboasd{{JBh9gXAbzvv8f` zDAv`F=29ibP6fI6q>%cR3Y%9`i(=z*ev0nFZdOnv%|@O|I2wr{JzL+-^iTQ9waX=!sI&EkE*y+UoJ&;lI4_V8gR z`cCF3Ipn#?E-u@kOPpPeiC8)3;r4|l1&G_EIsMi8{&rtWu5-svzf^dHsZld&6a3-a zi(f=K-4~j&+f|Q(HXGM$M4ge_Coxr(7q8fr)1HD?surQ*&~3VI3@z`rxWEK z?jwL2!wX(LjI2C0RaFs4KT7lILRCUikZg=DO(cww)WC)j`ip-p2T*#~u6|qB zhMP25HWjCxj8CmhmwnVG5zY5ghIW1WIIRbuVWG)3Wy&ITS+T287(J6)Zn zy@oX5OagZ=Ow4*+^!mN)1rH-C^aWn2hRs+_E4JvI1q-qpo>qLYOLpE62GW@JPT$o> zQPi`Rxq#;N_hwc68)41wKo!xk<8C@;QHCeHow7=;mN9`5?Tv-=>^Tr%5CJKW?j0KV zh|I|wZkm3<;sd*906?r)Rbg{6YJ%^HtMV$`&5x)LR~Yic{aPT|PgZb60$}l(-ZRIuaFZ}Hi_u}G|&3hb^_j<*^F~6P|rn%8v-0T^RR;LbZ z9Z)w`yh|m=vlFfXKsxXsLDqis_D$5)2ehA7bM!B6-{Y~Cj-2}5;9ybF6;sl8Yd=G& z#0j0KFc(~QX=0fUe@hgnkriXKo1QU`;1y1O@N(SNBC|fJebxB7ruKX8v(yW8#9h*7Ew{iPR5N^uI*G*qPX&`DLR`Me)h|@o!pc#^9chVa z6;|KW!_w~jWV=$r>) zD=i?g78F~m&)>JM0G7?wWYOaLpw#EJ9}2blw2)BOC=YzL0f_6u#H`;*cG-HqiHxoTu3vo z{xSiD0oQF8;4ktBu6jDYHRbET#}yXQ1^Buu+ci;vx;=YyH>Kb7Q{3(|8s9#FwYZ`u z>-E%FC)eaflSA^23`^`FV*ILK2ez`OPK=`V#)LO zYB6grCz}p?LWdL83uyCY)O{&J^P96_zYVI)tv=Ua(zri}k z=22gV?7N#?^OW#IrC3zCic1z~bmfLQsWjq`1^b`e}Wk*MoOv?ZblI0@mk>W zGr+lG;19i3`h0$^<^ikUxXKPStf5lrr}=&EggC?@TA)j(1_WtO9RxN4>@)G0c?bo7 zk`ngRX^*gek8V8oFx9j?qHvm|w!uy3$hBu43il_^)>*_lWs;tlgro~ej4$@=P%a>0SrVX!Vt5HnJfoV&dT27A&Q9Yx==l!brm%LS=R zQZCsf#Wjo&hzz5Eu^1G5TnrZ8?(IqQ?nRom07Xfw|D7&&yUbF=?^u4fG%8F7v#7p- zTCN2j7!{&ow&9aWFu)is>3oZIK>fQ{(^Wv^zc;)PY=-Cd`7%V3zK;o#{=4Q#+F1iXZ$44V=uJx>_ z)lE0BZyive_35;6>ws(PJh@wDS?(J$Z>IHXG0ea@I~@1;VuWB(laB3_4*2MrCmAe_ zSgsryzNR%v7HW(lZuJm&1QGDdxbf5&HaCvDu7}&4a@o#d6-6_#l;R0Ib29+~jF|v0 zn*X)l-sN(+1n58wcJmUDL4&dho+j{@BkP5{bm`7gCio^T?10RTaEpcln8A=!E~B8J zvW#__%TQYnU(#dqJWTr=QS9s+F{$ZuI1yCcyKlXa7$s0Mx_ZZ0!)B@gY*a|^Ahpip zSn+WSmKa$Sy-logYUAWQ)@|J{daYz_Ik+upu}twGCiB3w5IMhlVgRTR%l`fL*z{)} zrkz=~XQ_i2mJVqYyBU7>tqb^F2f$iKajFX*By31=BH-?EU#u+UI=d~vg%2OkhZPJO zdURp{R>xEgR>vK}BO+8m(AkYVx4;362ObVyfMYewh^n#+{r#9}(>gNu3#33UV{7sJ zgX1=TS-ZR_SIt>jo+_MWI*)~Qh9Nd;5VhoF3)qsF_FA#hXTM0XJmD#G$NDAdYI#GD1hF7 z$i}iH@O6@W8aH9HaptMmNJ6F&&awh%L=ks(igk*YV%cv_Q^VtaPM+S+9JkL;pFWXD zGM+s72`g%$PPRt zyj*MREt3tb$Q2{jzEkl36mmPUkZzfxj)n3nHy}f>-Phn7ckvpeDe?Y*rzR1d1ScgX z+_XQd12-G9UBD*_ONX2>NQqSpX~zf(O#5@})mzUzzJHVl%cxso0kBu)_PDH%?*BeZ z=R4bj=ulyD)G*W4rCB0_YrxEbf+JT{hJz~sYC&aC2W=B;Y|wLtp1-KXR;ffWC6pY2 z26QXgeu`!jUnF)Z_lL-44#@k3;^~-XV*S_QF~3;|f*fS6$~Mno=b5FG>LM1g3al)M2nsshnIcf7)yG=bw5peG?uJ}to zqfhuv-~TPSY$&Gw|3eL}z$}Nd6OS!51>?n~g<0yp><1&pP^@s@UrwB_;LTKyfh@VH z=Of?$E{^GuU$=r&@~Lpa+l0qG`E7ZLfz%PSdYG+i2#Y**)6Xo#8STKalQ-!?5M7iX zq3$)zfNMuu`e!&SZ6WT;%q9W&k8SMAlmF+N-f3(?c|s5Ehg&5h=lZEb$oY5PNC=s-i@l1&jah=UP`T9>7eL&G~-nP*%_*%&bx4#f3^;y(3fN75o`D MW}@}!(X;*j2W*EhXaE2J diff --git a/images/growcut_logscale.png b/images/growcut_logscale.png index 6191bebfb17b1282c43f1ec694a5c5a95dfaf5ea..71ff42711e1a7c80d172a3db1a8ea9ec58afa0b3 100644 GIT binary patch literal 33670 zcmeFacRbc_-#>m*$`el=zBeOv@+~$_nbK zK{U{1UwEmt4Aw@0XgKQZb`YR-GsR%?lR|)1y$f zP^ia`%3D9{Z?aKW)Sj9BKAQG}VxTn-fhLR!YTB_6$s{$V;tQJESaNYozHouC0-6ukv`; z*=#DqJc{$H6gF<$xNPN0#Z#y5mW~36pL>g`ulRPEg(01|NbjIQPZz?F+%ur z!0^+#Dgm964JurWF&Y`Qq0^rdE;8-AaI?2MV*8aVSH>qNqZFbPefMkMFHL<>>(6x9 zIvyXBm6O{+UAIe0zSNh0$MhBEs43AMDuH^_6C;A=-49uuroLY&)Qk$Qzv%&(N3-NM3I z@^ziK16w@x=q{$!tDkFT+3GdCHd^R5gcA&A42jI=qEL(%#JX{lwHuc+)xqN{WEDGq z!2*86PkYnS()2!f?3nm+ht<5Jh#@T_V|{AVdM*2)j$-d9ad#HmU!N~~d3bE2o<4h4 zDZ_Fg=}L=8vf*c0hl$||AKuHJPoIXzYGmk_Jv+oCXdccMfwM1LzFb~b)}u80=MAR3 zy-Bts`pH*XnnTNrizSR2UMIiCUy@Df7ILbpzHi^Ytxmb3rIBtQG%@m!wy>D$M-} zw?<^TMPF~6({$9U#6$*G);M9iU-Wj_b+#B-e)};Kg$UUbS+*mxM~*m41&YLA?sJNW zXgbaO42-$xzWLCLZ{JKpLPH~Mes^CZE4Eqm zR#P=HEEP0018_T`RxJ)>6;(aiqxQAEUCz)!$g*F$E>^?q$&=8*ri`d7E!l!*oevoI zs0RNUXz1&U%c(uKO88QWhTj3B;gLG6zHeXhYLBeN<;;5-knt`dZO0f zo~s0jEv(AR%R3___4@Uy%?Cf?-HjPmamfQ8b_McrDnwp7U{qh-|1s!B@-${&X#RzL ztoGlI8mM9NZrr@tP?d|3ck9+Su>o3+qT;cPhH_qT2PfvOSHB-}9 zdK+$UWM`7gX%qJ8;tAMWS%YpcOV6%RueceO+vSF)TJv)W6my*8}C zYS}@>YrkYwx+|N*&r*TYRBFX`_rouC1=?4}mPIN=G1{=??~A)Q5M_U773-6zs3@$> z?6s~r0e#-H8>M{qpNNf}^|RK(lXGPi&93IpNKO6Jze_9sK10lGw!@^Q17@*)eUjca zmnuAT85S0n+Q1vvuP=MHkdc`=#Ze=zSDQYvvMwk0aMC2OD?i?OkU7E(Vd$^y<~!<_(z2^~uZ! zO^$dYqO}*ecJ%cb)UmEvvz1z(Y~Zb-=J+lCayg6tA+wYILRN~$kKZ&kHBB;Z5~M2K zh%rcc6g-qOtLd@K-n^s&p+T z`$Z01Y38DymXfM{cW>Rm%+$BMRUW|(lfOP2^$iX2Pz4<(%GbaaenLe#Fna)ZnN>MV|psp67#M9gR@`_jFF=H|mmzGLK zDa9$K7&noSrVuWDbdPFMym4SoTyAdew(^=a%k$W4mdEy`IpQ2YMn_Xrj*Ds?4K$EB z>9#q-*_l!rAgsoFxlCSN{n_$7X=UZ7p^|=~I;Fm!H|GS`P2JlS@bSe77kSL-k-;Xl z(I%_F!-o%F@(pckYxDH-Qs@^c3lQd{PE7qQr(?dj;WoEsrfyvTE^uHmg;M510U)Di zpG|m!tX-dFv{yht3G2!$CB^Dm10($+`Ecns={eV*9lZKhM?L%Q-6dJGGn4h{7Ey|E znnpi=<>6`TcNBREUTwR%a`VCG0m63mn}wW0E0Kck3%A%S#j5X)&q})Tj#CP;(~VVB zv+aAG*>sUNPn=m-*=`=5a_)D?%JO;=wa)Vv@SV%0XkWUdTNNrfG0_({QX$S7p_XD? zpW~D>fByW_7Nsc&nI~KrBP6`JRbLzWNVaLH(lcV%AsuvQpPF+?y7ho*Yq zxyVNjP$;=E`P*-j2N)C-v|mzg(*eWyzR8)%Aum5awaDq3I4zPE>$B`qEDls8|7ba| zfr&}KY6ju@w1;A}a?nU$T|@NMnl!V^(_Nyo6>o3R#fWM}A?SDnYZpK93O^|-D#|Qu zTOBKmkwcn$Mc4U*^(EIp^21l;j#XSH!!JUvcz_E@?3WqXAH57>GhiL)foeR^&9`9(=d$=aI7P9;-? zREh1gYfdyDSwe9(+fD$}LZ*Wz&)IsC>olvbf?#u5zA{{8>wMEN9AsmC&65V z@u}$J!O=+(hl!+_AKp2hsjq%}3UJU@#35ZZ#dx5*l0wlo9Q*c#nm7vQ>kGA%9{!8yy=NA^L|u1l^17t)Y{oWD%bi6y$$s3lCPGde_(mRyFngkxGg-Gn%!P4}EFv)mTH#VmWliC} zVlU3H+8DK{ldeoyGk_CyKr7XmHfBc6nV$u>?>Tfx#b3}uR$o67lROkRgy()^@hVy< zFllwZe*HQ^U>JUG)R-z`RG%b+m0{jny?c*VwmMc+UAgEi7c!`yz#oj3?$e_=vkHig z=0CntlZ_e_T{j6lNl8g@V-b$TT!)3X~)6JNZFh3gk7c^B`$ zc0oPUy5bq1o`=nFw@ekEq}i9Zw{#G0Y`(l*xL9csh26l$#-?+)r>b;fq|XoOPv_jZ z=i`lLG|^I{Oy}JpCY*MI*oU%uiCpj(Q2r9 zN2JAIW17xTa~4Vu1K;N6W*tP9QbZy%pn-)m{;mC=6FZ;oyI5j7((4lt5D<#ROvb_t z%eFH_!aKSh1=wYg$^Jwg6O;I!o*up0Sd9jIR2(IUz&;2MkCM9V(W6JI@#n6+EKV~jeY)@1c5ye92bFuAZW%r6k&QwY zy`Cr(4ePlz(u1Eq-9VMa2r`{w#W0`Zr|p)Ovr`drgB5(t*A+Zm23gw&98#k5xICm>1Jjl3rTi;zoG5QQ|p z3T_~fNM7EP6v|$lO0m&W^C+!sp=SeQFtmyhX6{Yb$B+pReP8m0nH_7F-=J3Bm5HBz?b;VWER5+-jW1ma&Yt=q;kx;d zET()#rp?bJi$292J9d!xci^I#scChF)fI%Lp2ufJ(iFlLP)wfVDBS}oEtnG-=7Wug zkZK~Z7J6H9axPrB5ba`_XX7w4-sQ`C+3nY0Q`GRVIhJ7r(3m-|008y7KL*tvShZ@E zFlI`9rcELurH&En0mG+K0f!^ry*vJvllEy7i8R4<%E2;B8bl?H@v*T_Nht`D9!Yki z#(18RNP-hUiya*uAwXw+setee!aD5KoSBIz0vTFc&*4tJ2B@^d4cd~Yj+zI!Q0J!| z=ip}CZ~_Q{@Y7x#mILEPh3>50Y&GFBd4ntDPpBkZxCNTSSn3h&!=4|*0v#j60&I&a zw4X1>e9Pz7%I3m7WLTmMGMF7%vUKSq^AVSqM{g{u(`sejvUBIjt5>hOaW8OQ*KRle z$knj`iuC5}T?E(y2NX?AvJW1{`SW|%1KOfBmu_wz>oaBll1{9SZB$GxpAPruPB0nkdBbzNrdy>+|Ts2Gu~njPS7 z@cOhhH{FF~L(%Es$7O+{SE{m+s;IJ$cS>%SVWhpqdByzb4CR(=2jH)$(H5tc`X^pq zA*h@q@TfrmWCl$azI)dV*drq*_SW?Y;X5hL{x@&_A^hY0_WSqlT{Yj$elhx*#T~@7 zCzVxIG44yaRbCyBh=}kAUbFoqsm}C2zY0O94@b|0D` zNE`G0*O>5dS>f_%q3TE5#ZU8<<>ei_k~Q+A*|slcf9w+S7E0^H>T_>`REAfW-;2e=eoA;xoNd({y+NB z!Q=-ImUn#pdNBQg7zq|Yz;4{_Zm)oDP8>h3`}XEi-@WIrzbxMU2op=cGMIY$^l4d? zJ2YmH;w-ds9^*5`lP7OC2hL_!^7>nGgvW)&-CoILo455zzU-8#ITEx&p&Rp+?t^7p z=Av9R?vw9IbEa6~#@kovqBvB+civvU@df6a-pA)hEvIjvSDvNakulh=gE8P6LN13E zN5y()7TXA=Zx-?{(~_My+aq9f`|0@&C&~^+%DgO)JmmJW(VGw6Ui2F<9>O>+hRO)aHvK}D=T8s z>?9#Ne~xBmX37Hqsj0}`V^B=Y$;p|Tp1yLGpM2hAlzk>`2Sus_Q|-sdh!=hdM$u@3 zh)DSpqhr5Fik!);jBP|E&nS^bVKyofST!wYP2QGpDKY##Km?%|a z__T}Y{jM^)ocQwP%fi8nC_zAZ)(Y;DdKQkAb=m_fhQ}rU!Za^f6RHxcR}u(OSJ&i* zmNz#R^P99DS-5CX5#}zK6DB_0hbx%{F9}$J#KA!(z)uY4uh$Akft21AVE1)sC=N)6 zS=2Ez*ViddE=-DP|E0TZy9EX7Lpu%1i!UU6()c-LU^X$Vw_@Y|Deni~l9rZ!cvx5%adNxE_x$y@Y9Bv*_#C|3_{2mJ_(3GSYJ<3}(Ek4Zwf?j$ z(CGH`+QLR1F)^`W@IaATIgTVVWls(YrKP5x@(6JFr9xPWgoK0xecJg21sn$sD9+5x z^nOkZ17wc|$Ja-a8+g=YR2@jyWrB{t-UN13R#wt8GKPX%Av9|}=&=hIFY+5V9`y6Q zuR7UNpN;Dxb!@?djhM#wSR96B4732}T^hRpsz*>;_M(o&9PuXn1wwOA)mhP+wtN?q z1swdqhl6849j5i zf?u!lUA>Y=aygcK4F=DPM@w^hatW%vs3|ElA398%w*TrzX?Oh zq3phTzL+0-zU|{jZUOWum@o?zaTo?7Q!(o-sUYDIN!nm$YJB4B&s9^UqzM&D<7Az)%OM;xyU>LGGc{kJEbIy)a-^DXp4S;~_UmN)W zPG2&z>x~HW#5BrxSx=6Cg2fIo0Yn_rxfPoa#vkYJY5*;8dlhRehES~meA5dYodY%V z`Sa)Nx7Qe@AT3T9u6bX-J zhfxjka0rPBa2n~YX-maqti{0%3rfL|c?`c<%=+o3Qe}67v8v*y(VLxaIk7aFem5jzyJ8?g)~^xhhe_3O{@*z@~E} zE>susC4Z5!Kra-A3RIPb^%J8*aoydz{-RErygDWEJ_~EJ9qh0&kD&;D{aFXo-qg&j z3bgyBb(+-5)T`}$2DMy!l;fRgDbUJmYUw({bAzATtg*6a^*qK_HV|7V$nO=}SzC7} zmW#;!>?|epDWn#Mks77+(PlfN0@R)=c+=@KXSntr#@wwXGQyK5J5ieviqj+b4vTGf zfmHX-`h<&j*miH*_9Ax%E79mv{81V)6Ti$hIv#brM{rV7lAn4+79ss{Qwe&B%3S0W z7UMs(7cO4hV6+ZZCQ46Lr)+SHmP5@kfNCl?3R=vptm?4pjrGARA+&QXiFa;LMj=ef zZ(Uq6LFAYw7X&&{SrwI*?lHIYHs?Q_Ve;kr)YMe8+?53j78FMhRu*aLX5)|xe|4p- z=QH|LS63HXS~JqCq@_1MuTSBVph|3P?1^6*X{PxTW{w{%J4-f7`tn75yvUHuxRIQ> zvCNuotH~xmL5oO~lhHVoUU`79ZM&;Le*qY~qYRvi@?f=sobVhJvTQA=vvl?VG>UD4 zu`ASKEfNEcm9Me|>Qy;6i&Se^(4_aHoRg0)=~Fq%CJJTn_#eu-M*4_YwitYc97l(N z&xztAy){)gm##~?+J4gSDyC#bnpxK{=Fbz|9DMhPZI9aP=;Q6vQ&Z+B!!v$0HmZZ# zDK=J=o>BX8dfn@}0iIohejq*)5{x12$Zs9zoa2=tSg1dH7t`_mZ1~FfW;I~srNoi!LrDf;W4TnsFgQMuYyUOL$Yq59akO5{+sODF_zc@T~`Z`*cn7vZ_UTJD}>ZYrz!?sNRb z3xLYls4TCrP#jaf7Py&#fguE}5n;>0JX9`Nby&K4#7ERAn?%4}0oGzf3d4Wqt-15S zWS>I)Q&-69WZzVmeGpNF)VtuG&42Z)^ofmcKlvcuF0sAz$K>P|&i7|JAI9F5g`)@3~pSm~@`@0_W8okm2FC>-7Z(f|Q4bKu(Lk(BT$H8A9_H*P}W0tKxHc&eIe z5=4MXh{SqQ=#sTUr>;DO0=WWUEg4iBqUR|OkYV?i$AhmX%&2~m=Wc``uk7*8O(3YL zXN5;R3*1@bFy5au68)0H(}3zpB~B0tG{*Hjnx5x35PBD!xsygAhra#!Nk3FR2z6Ua zA&&#e$wD9lV1&*XT=7zzlY=9&x{H`X8q3zMU5or?QdQe>>*xNGx1n~FIz0en{n}`s z*H>CJzxp1}cP)PZ{^R7&7A4!zpN?zBZ71}*p9fj>w|&WN3J-2MkHeU-Ofe6lVgWpc zc&>|IA8?O4vNZfsj4Mt%-$l%ELMfB#i&?sd81 zq9R#iX#C`AAvsM*tSh<-Oe)~5gU=ta2jXXExFgLii(OVR|z?N4C$9};|`H-9&FbC zoYWynm+)(-B`#-ndI;4`C7zd;j}H-fNY(5v{Oc)-|F46Cj>ii3E^mKgDEF-Lww}QK zZ!Ziz^Rr}XjSGDdY@9QgNhO2}=hoKp@XPT#eAxfW6FEhlC*1y7=2bd(ku0ddwJ1>u zth%vEB%FwRs7OIW`Ogf8iRwXGgNV~7c_@I_;h}6PNb_%i5K#hA(#w=ZXPn$@eO?`K|W6LTGQ@HKRcr63gqIxh;agysnEtZL=_7PoFMofHHYU&oafq-H zSRKU1abwX6K1gsNS-d9fN%al_I#M>|H2ED$0pisFxIPhe*reJJ8QJLigo7OVjDX=P1+Nq$6j7L09O=ZRBHx#&tOJdTc_GPI1no7_KHot z5O6rZIg%N+YE@l?To@kJG!+$=sf9%iBCH|rAfh9&OGL^?Yy$yA=&<|l?mWYXA?yaR z2-~u6*>VI-VWdXJ>yz#*F{rmQ5+E* zR_%QT&fy`aSv6p^6N9{*oDxuNYl&_UOkD@L>4=`5o-c%C@P%rTW*_3hAYs~qG*^Id zjoMHhGg3amq2 zMYn>D1bLE2;Bty*aU463N{>8vkJ#G=M6L*v@{ex6apQ)Bz2hxm#|`V&y@VFg2LbgV zg6@>tg*u-h@Hsj654CLNw;J>(FJ_mSIw}D z0Z`I5b0Z8Us-q|jc{pxPza={hnr$pR0Z~}X`Hm#IQJ#4&ZM=j$F0jJ~f9C{UMULY0 zc1me%G||10HsEa}HF`NOXhr9bp(lR$Rc25h!e&dfY)hEk6BLh$4aCw?@*x}dXj*RBR5KTpp~xR!!~ z0!HghRG3e3{1%5%e~lKQd%4hQsS@-$w8svB)rB7B7Pgr7}CUnf%3yYACLyJS3_oJigYZM>_2edCzoE>ZZiuKe-`$<)GXk-UKH!Ihs+6eRK#@;I8I3gAG9t1pHJkBME?8Rs5Vx7ze>Sw|G7l7)UYpwHed@-Vi{_Oap64X}ZzT8|KXiwtN~AYf2? z27pce+9Y8?Tc@mVuGZcO#vMv8C}VkqNk~=g{htz!fmW=uOjktEp+_nC_3I_n%FUgR zq76vROjLM)!ez^s!Nqo3p-S$oa0tP#gu^2BIMIiVn^ZBq*lQevqxv`ymnE_OYOoHC zuCJy}AlNQzj0L+EB2w$h(JgrE=FM=VO=27(^8flz>cqiF#AgW1JP0-!GjMK5!YM@R z;Md7|RVM+yYd~7Ogeuc#3C=(ohBPEbLuR|4${hpES!$%{!qBOmTQN8|NOWoq^3-9& zSQe87-TBA&?+FF~+v#Vj(Df!VR56kF28f@*5`$e7~IsXzfvSUZrlsCA5iGD3B3Um zhZ}cZ4>9CTjt0mXa29tQ-(;u?rLMp)g}H#dI!h6te#mV@1V-cV(& zJukh*G!dpBJb18eL3Eo)@s!!bw38C^My`0b{igE`i|&s{J^GvZl%7qg zNRGR2nbCB#lSvHxF^OlVaBdbMO+o={u!1a0D130?$&muM24(9Ws43tXdA|FtnZ?>y zZYfIz0SXCO0y0izR9to>GIZv9BRVzREVg8cO0ZG=6Za=`4&`g)wCOzW7+r6fMK{T{ zc=?7c;E(+klAuWv{y^AvSQ@}+;1??sQzRH~v03#^2RbsE`&1sHt_Z)7e?PzW;q1Xq z!h_{G2< zH0Se4%oSM3B4~b!%m@UfN4!o@?uiE62g|FV{aCz)lU|FMH6eB)AeB$_Czit!9UJI0 zqXH#2`4>EN^c$Xjt>dA>ubR*|2}(OQDqt$5kHNBJO1zfv2or!dieIzo(xqU_s|Av0 z*t}W&>*Xy}fC_KCz#AF)pD>RJ4rZgi@~cpeQROEx2Z~BSuE6M{iZc_+w22Dk&<_w-=%FJO<5Y$RIc81{}Rc$acGaE_CnU;ii3fIB? zYYea#6nYhm0EV@Ug77FX7gsf0d!41RHu&DVSG7D{NYT}0zEW_w$T{;n3y+G08IrV_Xf4xZn`2>8h z!TX0>7v8=ENLdeSRzh;~U81HD%F<{4<&~P5)-o+lvsoiuZwGI{+e$p=mJJ!{>8f$< zL+h`$z;<-arJ9Uis&M=w#@0WGkpLtSJD6w`IMU$xVZ!D`-O!DNL8>O`8^H(<$|-Pok$Em{xV>oQ z=J4mww-7@%vyf#qYQgGP+7d)+AdvtwtR_ZHV8_m#jOjzbzft6LAdv_Y5~G|THalMK zMBG3~@ae}#2vtHXLhvw=Xhkf}1V|zeSbT3gfxr=!o5BeTfEp615^8oBK8YOFXP9U} z7CC4(Utzn~`ZbXuC=^LuMZ9osuvKFrk>`xxT7KZs-%VBz!Z(wUWiXibn=srJ0d9Co+q;zlm7Gf(am1|7CXTbnUcIpt+je>x#*;AbHn3uLsRCGO|th4}Y; zr=+hg(mrVz_^g9#gWEO&5i`VHbVm8mp+lq`)3h7l&-(V3uJ%^aPllv`M;RFzz}z8N zwY^}fs$ghlfExqrpbxIcJ>PkzK#tnN4eaIV84MIjNJ0*+>`XFBAk0)RKj?s%^9)kY z2n>+AKrUo;LG2vIf{DUvQO$A8(zNZ_LC8!_#b{|#PhT$EOdLVEt#9`}*j8siq&i}= ztd!vCK^~|Z|Jk*JirFBK`Z_qufIDlf&4q|d8 zPys!PDNK?NO-)(H>&nZ^&jJk8Zn}~g6qh}5x+?6f_nZkP1_hqXDv_~s*BVF-4bg=x zaP1AZo7!*G5kdc-(pn8oS^_WP%P$UhSCEGV7bC5F!LUH0Qh=cg^|MamSSHQ`N8L*z zlRzn}!Q3ZYV-}oJOovP_T^qdy0Tu3%a4bs|qLLtphvH2J7#C=}i{=rRf{EY$lIzXd zD;u4sQbY|=1iepL%_zW)idM9L>ZtcC9xv@Qfp-l}YJ2=%d&05zQsUZz<*@ItI!z^b zJboOrb%U|fj_H+%FU~((hfJ(Qbk4oeBdb=s>d7tc^nvB->gr42Ai|6NBII`co5yJ1 zIH#N@6p zYyY}+>$U?X!cz#=tui)8JidZmi>w)-j z$@SO%H$pM?T_2SIr4hVGpXDV!7Y2jyJwldg}U| z*WrHNwn1_o|2e|&|Ic9j*MFA%(IK-=QlkJeLkqPqKSaB+R&FupTWdjVMFQW|gq>yG zc>7DYDeYIe8t-Z<7PkKS2%(NziN&Su8+s#(#>P>s*6EYP&!8 z*=6F+7K;gQK|mDI{jf?sECUL%(;mdSP1q=y4$OnLGJ*&s7w)WfkJ7gid}b`rmxSyi zx>zS@_k_**7<4R#R;mFD5lX2K>rn=)m<^(j5<+IWX~%u!2~Qs%Vpdk+I@3lDXwv5| z;-HF38U`n+HV~R_-1ATx^l`ri#ze+aLeM-gFwXlL!C!ktJh^4uu1aAhm;~@-b*PH2 zXuKg;_B`rK&AXJH9D6uRD?$#wvm6>YJ#uPKk|;apsZwtKj9Uzcn$xPfHfziWxm~N# zkMa-X<9!V~#|DJx7$exXs_`?4m0x;|-c?YtV!C#7NTEbN&PNzr^ZO+!1bXk8Ka zHY>JJP!jiUl@>LcqAnI-PSVSmYS3P+a6|1DF5eOq2I9k~WIJ11)yXTz=ZNhqx~$|< zr8nRR3QNLUyZ4*8BzM<{?XmqFJ7TZfw{?e`q`CBoR0ieTZthM{h@^Yv*HqX0tjtVf zi#hih#d1mf;007i2{vc;wvc*X!@+MWIV{EbC1zDVOqY@9TA^aars%c2(sp5sz>vAI z(?ots?jqcMG`f%wfofnvxMBp#yb|s}AO?fJO-tgG&YXF`V)Jzksh?#lg z?I1|>k???d1e4@T7&i3Lya0(t)HvcYMJ+q@{>R+nh{oVZi@R;!U2zbex~!2}HMp=+ zic+`HZp67SkFHzo)7BA@*aSoM@k?{3p6yJA1q5n{>hc_Xt$& zpLhWGTwLUUs9zS-&e#~lbb?Rz<=vBlNh1%}7VZ>G-|V@SWh+f_{&!xse{;3{>tC5! zn9oZ!%YXOoeO;Z>oQu$WE(16Vl{E9)ja;mBPk-q6hAfFS=YmS!<>&9_r_EW~svGAf}v+XS(0v_I6DshvI>-^I9 zTW-dCaz6LC|4KfbvHDSRe&mVjQ#{rcvPU9QWWB3pQ(mn3=yLMf^}Diq@mw5Rww->< zxIBpKyyTW+zkJ50-|#HH@ce~N=Vp)c$?S>rj*<^00yg}+%I&)jmy-~lTgi^jG4eX6 zNB?_u#V2h^T=0D6w1mXtCS&ia9?z;CJ|P;{{5;@8S&?E{{pPg$>N?`r+-1(axeUyU zzS0Ypw8?%%xZ{+?`$xUfgHP18rONR!`@6e;E0FPg%YN&A%1jIA+@};S*ZFgijq>E= zwcoZziI;zIHHOIiWqtmmtNgDy+)o$uS(qJ7A@0VOqtdq6Zn2O zK?}mQ_z`}iU>MspNEwc-^tplz8iuuyS$Rx~+gqa8n}=8r7~tGfGfq2Er*7s7&Bxf1 zkM_Qg6zOwcga(>2XiL|{h1X5Ptdt)vqXYXGXm8MEXOEvM=`f|0N_SWt!-=^7&I}H2 z?%1ljgLc27NlgMj2Pu}9Em`sr4lQn5V;h?^k{?lL!jL2eVx|UVj=r{=n_KKvLSAuu zM@gB{z!F7$xxu;dH-wd4NXMu<{-cBVm=3d?buC1%NHsJk*A4r`NMkryT*vA@qM5;2 zCxcdCPiU?r-5u~7c+n;Gbnj7#CtMY<&qsq6^ zy$en9y@9h+VWiYWi&WH$7j28PjM0?>sJ(-#88_7XRbxDgd(4Y^%x9dF zXrDjzS>^U`6nb6=$fBu0r1s%d3)ChYAPz~9Hxb8%DDr}xJ1z}NOfhN2SrT-{RKUwITg^q z!!m>4tn*Ax2kB~Y)w^B;c4r&4!0iU@Iw(3Xa(}$U9F0IDUO|pG+VR0MtAaJCLzw_u zD;puSey9b2@zI5JNmkrddkm^a*}#iANI^R{9`gRsehk9&&%oJgJRjG>ix)3iAco|0 zY=oVo(KtoZrh}nf8EX>8Xri*hsyQ3pbyh;6igXTIe{W;mL|g67s;?4Xjg&pGN^<;S zoA@%fQ2AYx`{tE*Kmi7445mvsVTo9@y<3XlRAN1avV!1S|IAt-V|jV`OJ~-o!;X!H z*ez7sZ*LY8Gb?%;b;0x!DFTZ!6r`E~dWi(lEQd>RG+)GcmF9C9lO4G}$knDfD|2qV z0;JGLV&HTMdjuE?rHeA7gm5fiQV}iSEkFEnYRaDKQL0n*O1qdi!#*1xAUYVxT#sOg zEBbI@qL1bgyec#+0ystZo8lhRat(zd%DC_eE3vg`*?+%9raW*4PS*_>n&M*eqP<7nfsDHm?+qX(tTi*|P#$X$C@y zb8^Dnj8)*Sp8iOld-KRr%y-iENSw{!YPly3(BKdbc5YO^DLr}BQdp2m_* zD??XLd<0n>PL}2OLRO{OnQ0678#!QygNx+f$0FGOV$eTH3Q}Um#j<cj8Woef98c+rLCxo$Ge;kf35yu0uZ6SKK-az1{o!wd$D2@syK zh%;RroSapl8bR1{qbXk2qZ;jU;M7!z`4FuNAM}0~7I)?syOTXC5OKj`miMz`6rNxx zxlvLa7VuQmNZK%HE|kY{C_inW^rVVx&l2n6bY-^X|hXBRv&&*3wa!*q3pQ zoq>$jZ<+B-Dhz)X}cspPj75w7(8_63COea<5MPx>+@7N`g%DL*up1H`dUFlJA zKl`_R`1o=%6wa*M`MBiIe~Dgm-;6^+&+-on<2&w~D;BFY{jN#=3FZ+kE-$ZxQzi;R z24;ya%@>0Lxck~-mXDy%&Pe@UgL}Bz2E|dkli-u788iv`PJ z-04MhPiDD-DMk8c#P+wG!uBKJhd=M5&BGDT?KLFq(IQ^fOylb7^~wv1-4C<4!^~s; zq3|q7V3aYUJLf94coD=j!izM6+i($4R8R;Z#6Qybh#CBoGy>rtquh+$U<^GATO}Uuf3ML?4L{BiL2qlm`~jdN=$*A&3R5cG07>QmAauZMocAJ&J7JA*U}hKI8!w$F{H^2&uzmZCbcKo#rD zJclY;?;p9QeZ8pYGvRs${^*>OyA1C1rqy0C%z!clwQ#ii7(Z9Rk`)r1QR zJ7~ElcNfOd)tC45f`S!$$@_)krx2#Zun`h5&!Htd1QAHfeEr+qa-mNj&L!VmUow=C z9txahkt}UL{QOIqRYv9~o?Joy@9JA=Gv+k$LVTW^UzFH`Ty1klp-8l^3@otr1y1_bhS`(JPA#<5#$d z32%taApnA8p6iIut*F$t_(f0L(O)5LP#e8ZXpU*jWpMdFmSspLtS}FpyjbucE!xcJ zfFDx1`?_)QKQY+zi&vpdDi}Fevo`I3UumJ<)GlFR4fJsSo>tXzZt{09;vL2x6gr2` zB(~??!BC!?8vCB!7n@On2u)rlCoZh`KNXV&Ov)mi->pmBXz#|`F_3d#{!i4NjF&7a z)mjikUo{Mv3i{)ZP9g2Ot9k!JE;us>0)O9Fc-VhfwEJ$&IeGurD&#+1ApY6MdIcPP|zz0RX)$0HcQ3b7CO@I1vM<`+?(qz0cx6>vEnQ?$8iGKN~O_hnGAQn z=&re=q}tOfkK}?)=7%gt95<+MJj_2>MD9HE^f|ibq!7evh&_Y2)0qY3A@}i>*+3B_ z_I$*AXqq2*TIOPWZb%@(82pU+dDFjNwU)h>Sdq{{bC6E^Lp;xH7laTi3G3Gd+X@4Xcfc8lK-xsU=|q z?j_A123^<Um){bL)*QboBvtFtakSOBgW6iCAKz4GG5qNX+OZ ziXIxVoty0ZZioD(4*8c2jU1+}Hu+*2UG$8pQ2hk=;Mm{%hV)+o2!^MorWSmMEKl`-8d!RFZkm2$l{v@11r{%JWGf-sXylTYaSmA z5LtMC=#p5Z)x|3}KV%agYrO&Fpa{($K4W&tKoJdMd_k#}eD2MB;`)Sd&?4a8iALJ! zX3J+i7jj9hbHWUK_n$2#1b9Vgx1PI0=3LD>sJY%2nwTA(W&Tkp6ebSNC6^;j=l)UL z+lxAoTITTxWyb?x7;#Vq1TR)|#jenv)7HPloo4X{}moa0|1voOx~Z7Ype zRW5=PD7lw4N`8$d+4CT=eXL2OL4-Mp*^@1;xjm4J-LfmXg{;M01wjVc^mJbXg;TRQH1zC$HTal9!PQ0_}PhjESg%ynHaW+UZW~3XlT^Ds@}b zx@`SpDm}oiSG}3<*{b6>kK*!BET%_h|j@_6_kaF z!Y1fUB$fxTxQei}(!;<7!d-p1@y8ES+9o5=4zU{+$;;T{M*Wuo)Ea#_2yKTe!~wn( zlv?KC4K4F6fc3ua*&#EsISdGB2@k^q4JXR|(Yyll`60q{qiZUY?3rrbEsfi%IM@Zl z7Dz%*bkFdC+ibVi)(#;>9q1M8a+H_SA}?&xU9z=w_CogkVw8upljSnFYAory2B8;? zSj47?ZW#se06ezMP{~JN*z1Ftvlb>#HY%xpu}J_r%J^QsBfCJruc*;(Ak5-UY>wD- zP@=hMq2Bj8mt^b03)IT*9_3LBQKTItPpC_}I#vp`ShIBh6n4+10{`E!Ii z*jl(Oa=Po9(YeCG&i)aGe}>h$u6EvSnVt4WlRN$RnUZuLcCHGHJMink&RsO{+FEpC zU4^qDwsu9M5?s#FS2HKvVz5Qyj~80rfq`)_{wiRjOd0fLKIpl%UP@?A0Q$x-2rNci zg6Qz571VU-2ZOtQIvwrp@7urI57o_a8*x`l2y1?688f+?);n`@;{O6ZJiqMxf=W2f z9ni!B0-J0DHOFBGW4|h3KLB^&wC7TRKTn(Xf7(Z_49dH6N$4W)A=h#6h!2|f(#*Rkz7$)cV%V+u@S3o06&ea$)603gcVH zi&m9-v)LH3d|uGcG+uD(vw3W;zFhN3BMzp5^0tP*UGo%+P}`$cj924k+2ecf!8acf z9{&F6wp8@}wGW07KPq_UUUapPi3=D&T-Ah+V&qbO4wDi4_U$jrcr_-A4Qe9Qq6D2Z zISnF1Pp_e?b5f(q+*@Wv&(s$~?&pX`xaLRy6ODbM%c5=D(ETFgIFlyiWO%?24>c5h zWkouPq$dT~_6Zwl1&0xzw%Mh!ayaM-1F{WROOBKOfSY3lXYaO1=5h2fwYUiq8Py!J)m$A(t^l|bkh`((2BPgc#!@0dmMezQti7uLVMePce|-~HfU z)~|to{@FGE9rc8B@t$j>SadhN`EL=G>GlgzdgDgu>I@q08};swcR_LW&#}EuZtA?= zj~O@q5jXqa45(-*+F<(aNd4;ze(B5mw~0sQ{c{|>aj&tn;PBwN|60$1J-ZNR16VmO zx4u7|hu&Ju&$ap@ckM|Vc*f{4;13Gm#dZs*fqwe9y}=Bxq>W)9T~9M^n^W#+w~c6-??yl9sx zEOooc5xcI-#J|3Pwe2rnfZSWDC#&CCTsQbbzgF(XWg zhfuU9rD2*iZVxznvNa1H*f9DbBQTO+`AAw9nI4vFx1p$y!_pQ9MhGqI$3eoh92z`` z{W8f;bZGP8k=>RXJ#ae_$5&dpTs5h42opUpLO4|->v;JqWeGGh;y zT10aq8WKGb9WmqDIV)Q^>6MQ#gXZyIBOB^~VI)na!Szn`*`+#(yRkEAYE*AS7c^ng z984N?$vzyUm3PD}O8i7y@-A{}nJTF9I}ls!2N>fHd;EHY^4I)&C{^1}RMV(2iC13DnB zWt*%tX-)MOfOyodxI@^7zJ|2a!LOlAD1Bfq;x{1evt$syGf|?WCPrVt?2btE?1|6ijs%kSJHcSVmE<4Fl-)Wv-=`gq#f0uJu`BvhhyLM-rlIVTJ&&^pd*1v zYd!kwvB@0~6>%>fRXx@4k0hZpm~?A{y(ua$AFZ%j+FCgFYl|87-RF1H(to&d_3ABt zrJ>Hwl!br%5uTKU38fGj9!?~8(sxO=c12?fk-|r?A5!sv<)%6xxEQdrahzsM%k-cX zX}6(m2!JCJizl>X`{|ekV{0Pm`srr(M4UXT;J}6bgP|P(+}%mC8q$=+wlT2$62}Jr z)wbhgLs;uPvhym#`t=5oHL#QLM|7}}<_g*{i%dqtXyWkU`!b3d_M`5BSblP=#&kv? z8XJK0iQ`6gV082P$@qSaeEnyXDokYedV9Fkd?gRlD3Hkv|j=^RN<*^jgiDL$0KEedqFBqVb9s2_irWhP5_6WxB%p~En z!9Y|3CKn9EWyGmzFO-NWMWk}yDP$9`!|mJLR^$O&SyJGuSUTT*&MYrO`Ef@-d5Y!|D zt@f~UaaGR=;jyY#r%9Iy=?)}YfkJ!a*tbuHID?E*nsn^hSz&*GaY7fx-vpc)G*c4h z6s$pt=x9PW>P~-bFYewVEWK_aqlpisWAH&c{4=I4A^H=Q4Am29jseF+?GjBph<&li zok4x>YF>JWDv!wT*Z1IP^4}>TC6JdMucATgRBpa`geaqP*&^Jry zcoa_t(N`YfpP?Z2W_{9!_lt55w^%(KC))|oTC(-gdo==lQo%#LBjt^*!y?Mz=x4i2MdW@F*J zF>i3>7K`&z1TG(f|ARauGRqMK$>yi%e+ogv@Wltx>grrQjm&<~1>kCUN*bK7@k~$9 z9Tu|T3j}G0ftDOC((KK)QSJ`@eSrvK!g89OAtD4>MrlpP7?5)1wey^9xVe)3@K0f& z^(J?06DuZ3TwN3j$0%fzf-?`$2hWbpX2?Iyfq;Y@qR=iigu9M}UQh0bOjCVyR{08C z2_TyfksW6XPV(UBN|0HJ>Pp>T+b|tBJHgY@)kT_*9VZV_T0lYC7l$y4zy54^l8RZ) z0n1}b1I^k+cI-e2goPD6$5rTq=qHstR`V|M4=a!^FBw@lNU&kj(Co}vkKvEUR_(^T z!ghs77S;b>byxmRb^iTr)s$i?Q`t39DbW>?-Bju(l(p=Q64#c!AxrhCreYYP#fU*< zZ!(tbHOozh37&&pFTM^LT~L*g&o({`wpZ zUsLuA;)TWCx(=FRKuV0N?OV27`MsSt)>i#l#MP_Q_804tW_z|^$ZsC0?~L&XqE!a8 zc9F28M_pinMguwY;JuKVjm#pz=Ag@JqBFe@QI#yfp+|_|7{Rp#I&8Ngty?iMDd6CA zuQhKj<2{!eB=|`Xs0e|$@z}*YAQ9*Z8%IK?H1SGR!gk0kG2jszkgGNd^p(|vu=u_5FI$SzPbdnGd2H2A8&~PXF_#5!R zz{$W&dO+W})JIG~0 zvdBVYq3II6w^xtUz9+jY+pvWH!A$9H{+q(vL6>49hk0En$u6qG!8MxCgS zi=!6MV+aR9@yfY1X{PNVqoibl7Sd$B@QUhF!pa?<#lJW|?G;kKe(f4*CR_DP+_X}hLUIm z&VAxkSt5LKVTd>oZ{zurJgcBxWFZ?HtnR>}CeZ>Ec`7=x*_ECXgB%l}DYB-OWrFTm zLLmX_22=Vzsg*R>vqkqPv?D;)5oL-zjgbS&c>Gxg{bm*NwZCh@2%0`D;ckvyVCKVz zrk|;@;8~J`Jh7bsV!$Ay{Uf?~FrDaFRRL7@o>4p37)W9=j#t>@@`3=fVqyej< znr@QqEM2)F8C;(^*!0KCg3w{OfB$|B_|m40cVBVKdz8*rmJb)*`rw6QNbpqE0Pi~x ztsw1j71`g^3sTfwdcwHsE-3ZM5vHlc+ldBY@FjS$fZLyiC>8TuDY+etJ?L!2lAMLW zTm!aKZGKF)P{34-V>zK~C6H*~zt|lcjeAV2EK<>8Q%K~<<2PsSKX~xsn2J=ju$9%t zIvj3Wzi83btB<-xPh$xcHc^;BE*R%GtPzcjfHoVR`oXMe`97kA!MzZzJvRhEh>bJW zDcR@XRYGu=+22uchUY&{LquQP^RM2c{3tPuSdwsFI^*9%LH;SQC3b=GUG;~yp@0xr zbP%r>&xM+nq<96tmYQXN8!A3M2en~pQHtIv`6FY8fxNoolxp zh};yhCo5l^TxGJdl-bL11A#AA0u>m(5WIqV&Jw@#P7Z9jlDyUSR zoZwl?gml~zIv;`V^nRxwA?@upL5z+OF{tgJRR_tVu)?Gs(h;xxC89 zE(2+$6C6Zh#{gV8Z^x@ggV8nJ3?2R4N})y9g+VX(dA5@*hMz@BUoT*0%X0zAi{o*xfTfG4k9wkm&h6z;*# z=rL-KJzYzS$v`r2%!z%3ruCu=7rKaQOy%_TRwL_LVP{7l7A(us{`3Sgb3~Rf)Nqg@ zQxX8K{K5x85Vn&)FFvW!t4C9URAiuIC!1InZ?1cQ%3a@Xk^Xk>A1DoVb-Qj&zUKy= zDsF>nDwF7c%^w89tByGStPkkh>=dP)j`eL@p->04E*n^n3lL5T4dm<>I4Lqr_RvC; zjiHs&E6?IKvhRcbUp&ywd|~6e&WbWw(NktzUs>45Dk#)#uoZ&Q6!HNO!Sx<)P~w}q~BKU{VjAvR~Mv`gyb zp+3*oO7ilIyp2r_t8s=8YYSna99&Rr6>n1Ufl!1qxtHCs9*!X~IDZf~pE#KrYNka_ zjvE*kxZA^}iN{ZXjF`u;xF1BeCwIh&W*e{mys}}kpG!$iB}XaR{Zu$S5TGuBJeK6G z4VQ8=x>{w{A@(@x(A$rTahCPlu9gIk;oMnpvvTM{LNA$LHDBsY{cn=QExK)iUKK;z z?J!h$M^>~LIpi#pI;)2RPqxB-9sV40L#dp5!@EjPU;jKx8g4?@tO0~~929SKH^6xj zO;95)9Mqr9u;eW~@!QgFH#k#fVQ{hyOTN@C=N>mBKFB3XueZgKrHBAG6S>5N2iuV7 zC~tN8KCP*7!{sGpi?&I`)GE~da3U~AkxLpvW*=MK%FaIyJW}TyeNDYHCSjkRC&c8lMx9cxwjm?`4U;y*5#T|HPad{5;uA&4dW~7CsCD|iyhspvB z)mXoI;oqy5S z0$ytlQDy*^$^5t!4YNpOzOMo3?3 ze|iI{Bb^afo2b)7rzA5qQan->-&qmth6V^FCZeA}j!FeO|I(E^hlO%0*J)$LV(4@W zAJ+m&0|@aRP(2GKRAfy?-+u*^v87n)1QDk4BJ#xnp&|~D-f2jbNiBYz+0ngtme`8s zZwjk1xM6slJ7^KofscO#pgmIZaCX>DGE&8BJ25Z7Ric}}2)+AlIGGT$6zI%ysaE&h zBY1&tCD5{NxO!L^Bx1qHItsEnm33?TOj$Pl}$L^>KWZ@5N2ch^FsMnP6x3v012cMHOC0-kRqI5&u^bl|26~$*{q6YbXx`&IGr6e z=EtkNB^KHx)@rShUGdN8=vGJPkKu22#qjN1WC$hgKH7FT(bU6wcb~iO zq+_mYk!tf(`2=H?;0M<7x6{vyT>IwU&T#=B^{y`I_m#Z7Gu)Z!Gv7}QN^h3f<1k+` z;v14bQ<|3#1q}mV#)j7cc3^Wi9g9Cj%V;7PY;<;`YMkJZR1XDKB*SAWqqJ0`0IFiR z7&w7p?1X>RLx)ulZk>_0_b;w4E+5;f9^JclDR}8)jsG?Pz1IjVTbA(8Ki~FM2m>tMJ@YVjC)9p&6&nkzov) zGVuLr`MG!V?%hRumsd45r|d$CAxATRfB%@)R$f%%TU#7jGTcMaR3*FAa9)0@XVG@fN>4W+l?M281inxk zyrU+n_33Uj=Up+2kFm}_9aYo4@=&1(e?k5N@VKg~>K===lUxaL@oWG=jf^iQQ7;h$ zMBB}*((8EqY-knGQXvo-?sPv2s3ZILUm}kHFwsDntJoWNMf=9QL4cra_(DC(o(z=d zq|nXuiB1Dmk-Fi!v!fRy7}R`+XIXpy&LzRk5!x&Fz=IwwWHS$sT$Y<#A_wsX1bZgS z#pMOejozAHvx%1je8!MAA6r*r=F=9l0RVr(2olA1|SBKw+K2H2#0_4jZ^E-67^m|-{{QTKwEKsOiT<#?hLt> z`E$iK*M=;eG~aH(c7{BMsyxJmgDlCoooJQ8wwkzsW)>E40H0L#w`8`nbQi|i{2uOV z&zCP5mR)n~oj*<=G%CI0)1E=*e!wZn-vnD+@v9UO0e!$l=n=@mN2N82XeSjSq<}1; zq5Ym3uJ`YsSz{5flf1Q921Q%q0{iI!Zg{_Gpy!#NI? z0!Y5*R#q8z?uZffBIc(PgOjS~pa6Sht2p3VmG&^2Wv;Ay?%+X7F`}hPaUIEi#RqU|&fx`SF4-{&dN62p*V-vvR zqbMW_eso_DfXUMDS-H7QRImehk^(S>wy%+E5XKNOtwA*hpl>9Mt)*4|y0q0xXK0G& z%uL5snS#p7&gIH&Te8xg<4dPTF|HT&cgk!F=IjH$&7QO3DZUwU-*E5Vi;A`-f7=Ge zpOQzF5?bYej6x2(_`Z?LrKy=zzwo6GwYVvl@uGB3eh3Z))5pMOoKwhTvF}-@>aA!-L){OPJgL9(IvF>3sTh;0k5L@&+OOx9AQM>sD1wjVL+8 z%Fnc*4Td$8-`ppEkg^CGgC9!8dF;+I#5Ma77kkR2IwF3VygX<4o6uVH^RNihV1w$=JI{k3AY76^QsuC4>z@Mz+R z3R5PjAp?*+8@_8`OMCOZM4~27PzVueD@mEcFGI$GSGVz;zgJXb8Kw2%dxU2$y6NiU zu6REf7TrUKmIyP(-}EE=lXenecX9nVnrdf;MT;Og_7^=FkWnVHR?m@a^;EE^guWqU zEKIX*g+L1itWtHmzUCD4UsseZ74p?Gh2ao!aXuF5<@TxOe@Lq z>T@?8u2-=LJrmD0M*uM!T5MEy?`EOGpqVU^7TQ?T#Um#c9LiWfU3v4dI2G5{6bm9z zp;Nt06*94xoSae-PE=`^jt757YDx+Wvo=N5y!KH2kKJXrSyh-YGV8hP(UcQpw-cLWmO-8ANFVMosDDuvoJG2@S*NDlQ zn^j|P#f^M<<^hfC`93oD>6^cNi6RG=-L$xhGcu(aETkDA<9(^~g21|<9Z@x@2!PaS zV7a@SLu+T2=T@L#2>-e!3|RqpoI8Gv!v}ofyZR*G#|-2YI5)p}x^$95+c`SRr#%%{ z>G3>JFhmZGWf&l~y+m@p4@)^WC}y!M=wJrt5baq)Y6*B9vcy{;XczKRQv@UNPv4>4 z$!xYkQ*-kG8I?nqsp4FBOGtOw=!kyw^1qX4{}Ao}=^Q%6^M&JNPC1lN2AH-DPWm@B zp+MWw1Tqzg^`1R@rdhZz`M}192KmlbW`6#k9FQJ?GN}cOsC&O{_eP!tp`nX)r1b-> zaOg&PjP=Djc>dbpaK8le?hA0V^ll;}(Q+Upd!{MiW2u;a1%zhgrAE$KS(Ty|tNhr; z5*3}12O8R>*FiUH4XZX_q+d~AquT7MKgCy4Pk*aAw=vZ6ZllK9{Omu6FloU3BF#Fj zoR@WW;%0yKlTP-Whf^<>7qi`*v7st~ux0bzk<(ae6vtItqnC zFLmOG9EGwdfkL5CS-Kd1bFGby8UMG)?2wegQoQV!Uc85YUv~9`su_jCaGv~cL4;(u zK85lJMe4{w1#ADF1}kd?-PyUhYM7j!clw5_ zv}ae*L~wdJ^Zcr;T;xgrX>o^~*P4(A!!xq9Tb7+z=XT=M7Lgpuaa}J{x$CG4 zQPfF(eY7sV|@mtFK=t)oZld<_JgJSSbrgReCEpn zZ$86(kDbDiTPYM-uccU_lsI|Ed)Kng=lhG8nNN?KK4uXc)$_W&CPFPGD!_44zc4`j z+zy!lb8`_2<;8|YD)>b87XfKMC$G_OZ_L`cI5|(Sh*@UVga$2o`SPX5^XIWL5)&Uv zLn##J3#+sjP@E6>ghg)T*NZrKbMfHdpj?VU<#1}wjP%Bh8|hZAR623uUg5am*bcSV zMn0kzT_JSqxISN)XwnkdyLYdEas9r^*mKI7nwn86i7(Tw`r{O%m1_LEbFVMNusnG1 z;FZ4QwV(HR)<49bs(3Ava$(CJ6;+<~v8qX*!e+iD>M)C33psT7aBFYxE+;3a6r&nB z`S3F-8%w@WMzN7(}t_mxV}0sV0Sm%=PMc&V{p2@yDJ^J#%*@OW9hP{bzf= z8F~)Swie{)zpCo$?2PmkG&Fd3YgvANKG%rExra=AO6^6@6+=(1v$3`1+Pz!$xu``M z2D9f=fSA>p`0UB3zMMJ72D4)E!I2TgmQRlb@mLz^=3hjO>t0{6{eGLNBI4|}iK(fA zf`U^PT@|HGbF)^V;o;t0jhn?RPZvwhWsayVq@k&ZR_43Xke-q|K)%3Xtl_vbEhYC# zZe=Mg=A?b3I%ihVti4E4Tl>Ww1~y({Vc}hxnJQ#O#i_s9YGpM><2r?vk!)16cci2A zaIyH9znq*LyHsaqr$OE8*wNm)@b$aYB4h$3M9tbBty#OaGR082(1-u{`#bdR>|`FU zU%!6xXdw*3rl6Hi54DH z%5Jph?CH~wKDn})n9aWQTBupa#L61?=+TP8XL}Am-XvV5<0`J#Ylta$I;QBR6r-|5 zN@#>BTwqKlo%z6MXZi6{UOZ><$kbI+Q&aQ6)wQ~>A>(0IqoKq2_q)t{F5HSzhL}sciBvKlbpPKWsEAn_*lJJenCO`^@U3qH*Jb0 zzd}bx=f>_ZTzXtB?P?HNg7`QWAD;}Kq|&ZGD?Id+x4}?b;o!i)&ez$!b*a&Y)p6tz z$NCz`BR&@~JGPvOS0Tf)ceppTsq6b)w%1~D7Tr~oqje@0G!+8K6$drPv^&vANct+6BCo!#9*ss`(`1dXZjoN zh+O!v)Nd3E)^{D3!fx^X`@jDDdC_nR+dvwh6t^2ysSB{}+L)A{5u8J>sXTRx>BiCnWE9GjZ#yZ0T$wOe*3z%KI7SoFb zq?cto@*uNOl5Y8OesOW}LjFrd-$tH`+f}u-SH+$qmn#pG=DupArx!NT?%~16&&OA6 zT%X70WW;>ueD+AyIicQ(z(kv&Hr2Xo*RFk4OEK`lrf;iFF}(7LP13P`#flXI(F&0l z^mKJ=vWk-R%gKnPrKR2A+f1SCqxD)vLvf~Q<-2J&QmL$%ZEs_k;pgYqXg^fA)wQ=W z+B@B{*Pz@Bp$VHwy*1x6Nh}*Hm&ArwNl7Dk9<@3#t3Dnnp@J5rc+J?N=VIL$wX(KC zKZ}V$T`6o6x6|dxtlOlT9LApG--bJaUArQ~171ZZ8B|6c)jV$cwfox?SJU_RcU!x< zqNe&X;*Ye%x6iib+(o$YjP9P>-l!ZQdvNXc)0`HCyu7?Z?O&7=FC6X8F{yhkEjc?L z>?@!z*W5O|j$6s&?%lg1?Jr)upt*FNe&gOFxZQH6*`dG--IHTEbFuI5GIX0bP5ITP znwXR;Bj{uemz@%|8N7JCfG1ipdV6PA%pN3#OcL4;T(|7`w&ne9I`tn_uXInnNlRn2 zHF~&yS5NKA&HG*;6-1v6K8B!_((QWh-V^rT`ZwiqyCki@W!a?``HKW&7`V4?JtQI` zqLyJ98xsAtDkbkknXBY1rxYzOi&-)znbDe!&P;sF1l#?ZscE9BoKO6fy4Rsm!dzS@ zy?Hg{ZZ4)5upPdO#SjHrzp z?3kVyn#9_CD4rK4?Z+Q(oCf$#987vJSd1a^-0J$qvZW6*6^U6V&w@M@bC4Rf-(1su z^X83yWt3u9RjeNgX-Gg3Scp|EL&fVhY*6``B6{QehEU(P7UE-k_>S4xSs}lUcJ2;` zUHK7bgBe$?dQp>f$*}FK&x6O0Jwmyw9Py__iu*Y0Y_ zNbSq$m$0$6{wyH<@zWz192-&x`**E<6nZDCg&%SqWDG7c z>vV^P-y@=524)a7{c(%Td4RZGZKmby=}?_Kmvweo6UYp5+IISZ_museohdAmj+r0G zy7lDK(nL;^*VGKqxQCP!S>_e9VBzA+xy}pnKYuRy^mx+<33Yh1v#G`n$xd^Qw2Kyb zbOo3+q$`qGh^bFD@09anmM*V2XOgA(GJP=KX5hz1+n-O5pR|z1rQO*T5wsQZfDg_+ z7*gXCG&P5GXMk~u85+D$GTL_h=3Fpj{p#sTGaCbqhh@_KG+rDJjV!Zd(y2j*-JAPhQ?O z=zZ2}RP%&fp|7B)x3}_-Ro%9IS}H2fu9=yooPWPKV}Ld*opq-gmu){Wc;V7B7E$vPZX^=a(i-^*n<(k&>D}-8;#4@@8WQ?6=g89? z2ujWM^ZRh|%FUcowlgEuBUAl3=jxIWb@I96Jtpmqjg0|g%KCHWj8m_V^W{vx^x?mh z-_W43aPf+S&gBdY-sd;?irc*g8ZtT*h57aK5v}fX;*dhnSGamLVLhLw5&fIEkv!Ey zyUx8yI1#QWLF`>=UGmt?aH%8nF$HIQ}oM^k-&I$aU~XcYyr*CrLviUdXi(c z<|eDxR969$VDFro8_$!ZqvsaBQhTxC*PPnKl#WHux5N+eODGg$@%Nce^V*x^o*@3N z-gfLVe*dJ5j50#Q@a$ASVwRE%FFi%})3HYzf*2&HWq~qmrw8&{+uFkVv!~8DIy#D4 z_B`7!E*_h7nSG~(gy!M9D;4eSGX?j*QBqU$t$lqZdS+@YTDQOp3)S6ms#lm}`}VFM zA0GmzdEuhxt<;edlMSnRH{Jp6wbp#MIAcm*cXu?2f%sQi-grPUKctDMoXRUBYVp;d28>N^$C{7h}sRTc05*$VV&1Dg+;+ z2fD^;*T>p4sEY9s!VElr>gDerbLP3|PC-FM05e5IXI*xMM_ z2>MMz5%@eofcQixzCRL3Y7)`tXIq=z(5>8e5;}8ZPIKYL4e6afzqlKehdpK%G+;L| zF~PP{IQQD9^y#+a=7T?_x-T71Pd~i}02mm{72l@PBMxA?@*>U0H0yzvBFIrg9i_ox z`o3-0rC$+mhTh#?zA|nFMYak7`RiDdQ&Ws`d_d>-@8=gUUhGSNug}w`=O@R1DuF>B1Uxg7wQ(ExZHvyqwEz}DLO874%pI!>byPsnKd^&wyOWgv@2r@0wR zhlX?u{$1-IPE^Rtth2QT-k+#9EB4v4WlLB_M#jcftF&JmROSOK2={*C)y({6gkc1v z(OhK&DvFC&V@6W{N z%ueodxN>RWD}QkZ!iG0C&8ZoMV-(6&!^9=)Pxdyyy(wzd=MOB<+X31{w+CAS7(Gcp z!@Se&WpFTuRF>VC5FILp4cHcQC!EuTZ$D z0!4{V>J|wM$Qhn3nF|5HqxA}Xqs|83IdteyGJZTHT>kjcql#)Rr&u615+F=XO-Yt_ zb91YBedU~AB0w5J7t_E(IZ7-{g;t%$pF{a*DHjdVHxRf(kd-2 zt&-08o|!#8c#4#Gq(-x~P0!5CtVlS2SbXR!KeMQLL~sFE2F}$qF=Dcomaogo%M}5a zfbXQiR`Bi4odj^Mh*IRv8Y&WF7Pn0fiROPrN?k>SsZByg2`+^N1@d#VGXz6BO!cO| zQhAn%gn*YZz1%&qC)j->t4oizx@$R%c&ck?2pWCcZRiL18(`D6@k(v76yjFWYX&w6 zb?^@g7cOl5zK;6ov`}>x4a(+Ac$fi&xiYKqvS## zXxKT{4YcHONMU;?*wHASC72^3BEnCeoq8`E!(e5)F%XvK8#xy)Qn5-zN-4m0k88kg ztaTE{46{5eu*!5vCm#+ zT4uICIBh6l)0jrgNl&gS-5b>e^|41{X{V;o-z`Oq+~Ia<-;VY`rz&ifE484Oc%%&K z(-ODk(@>u%;h?hxQ+HizJmAm>idnU~SFc_%GBJe%QSRKm``4W!HWrrH<7^HJ%a$z@ zR^y_6$a2k^H3SNAiHg>ihQ4@|xTJ~&=|~lcK9zU1dZu+E>TeFIZO2^{P}f$zJi2_O zyIKZZNO@;@I1s=t!hc0ZMm~7>FylM(1s$FKNsDg?zAn5AoZVaOXbzZ?!Sc_Tu-m$K zuN>Z}&34G}6}r;ZaZUEligE$z<4o86_}JNxAVRybzu(O+6{erRdj*TgwIc@)9(0Q< zO7q=){)WWdv{`6qXe9O!(9VN&^UiAx@z3WzCSpxzNaRwV-$UGyA!}&Q!tRw8KR-WR z^LXgjuaY{GoY>SR$BakZ^Fx#-u}I}=1j_N+D_a>TE=bEFx9{8$OVYMtv#BcelA3AgcgXR$s(AOa+`)O%{tlopV58_U3 zm6)2i$&v1+s8^I1C#FVwr!+E+jd<%kl>VnB$Fj%(!7%`S(XX~R9AJ`G}McZe81-Ts`etGhG${LMQJSMTX2 zGUl)}0FYG#9lpECmgUkD>^H)rmAp8JIp;R_KffV0A?oGFygb8>k|6w5`HO=$dnW1M zC(Po>DU^D947nPj+{xn8-pVX|Hr_*)<|3B7&vQbC1ItZnSL}Je`+>hH0MTQ=K~Wbk zwn4`AqoBIvrpEe}4;;vi<%vE*7d=5J)QcBGqLkwuA5tgNIb-31_5J}?A|?~#ll#&i z(P&h)`q^ezYufdO1r%@e3DX}cmL!1$1eCF^6o-;ZAu7PZv9X+wmE^v18-m9zPEq{x z0fK&ZcXNYeB)EGRRoq!DaqsBpXwXrH<*D`)*9hyjV8MdH;bDc|+7v;(uNyGnjN_t+ zW96TpZd=F9%mq{hB9LHNUr~#w!hH`vzWnv;7ftaV01y<&hR=ayN!`LB1xCvK91JKcmjSzcUH=K^MDY%a()Rzkdh2fEvr2S>W;uWG@ZyT^#AG zWZ=?R_AFeUR(R{yt&SE~Nu?aenTi}Irx{dRAQGOk6P`}=YO^z*$!N6T!TtM$LY$tN zsZ6>gL-GsQwlcB)%wUdFUYCKmxs>DlEv7*=fu$4z~vfYV!tVyGS;DA4y8P~iz${;@cgjYT71z>O_IBO6s zfh2J3QcFI;tsJM2q*vIZ=>!0%hNwoM{jXnFXU1DxCx1NTBSi*S6#2fszM~DsguMYQ zRZG77l+~_h4`|xM&VKojF+PQmIe?{8d1V^fH(|qQT z^XrQ+%#Or6brNPQGBkwWJ1#5E9yB2-R0VUnI^Cqo1q81)AJ9m5uA89xP~M|59CDy*<}0WUSFnW|Ocn;W0r=i6Bsn?R zPdzdVY|g23mAo z(bm@Xsnk%L*i@(-DHobMJ3V?MjDBizvNq*Sy5>w5x3so(7G2$rg38L2&)EnEDo#ZV zwS+AF;=Y4vQtfE(Q6l$JQuzZ8Ev^5A0mL66Tp-nAqi@>$gcl>2f3&aR+{>ZY#tmw2VC2fyJRTbwDlZK_ z-dk%1w#%&jOor;g37Ie4(%;;2ywyN$U!R%i)lF%y9jUPACt)4|9k)KVOLcT9d9b28 z_-1-U*quljAg|OCw6Ak1MumXUI20Eb*VUAhBmH>~N?|EwVcz1vNb^|eV?;iw3Pg<& zi7J(dQp?x#By5_?^HC)<%YV;V4UD|LQm2F`sRSMx0V`ZLOcEDaFJNn_wp}?~03@Z~r z`V(#f<{h$x$Y8Vob)D7z*FmYWn+y^W*q+LSe^|`G8gumFda3mEfeEM%M34m1i#qPg z3hlBAw62Gn+e?T#Q4Uk1YOgNdXa54=q~$mfN~k34!tS}5oVjqXUFW#?`Q?G-$}v}- z?(RCV-Th8;8Kjm#mg)SmBhUlOPsq4F0=f>0aw)@w1{%qKdI73p65p%@`2pqhBxoMs zK@TEn{`f&Oug>dBSUHDhzXCr)Y%3*fGf7-n3nYE6=T(nDLE4Q#n$>5g8oKz|Aw&V}aVLKs*|Lx18^U+owkxgE8d>VAIJYgS=)(_M%<9*kJtEce1t$ zZ2{?sYxPr*7nDp9)B)^o% zH}UcD*|U>|A3uEHl#tM5;?wjvzky_(d~ZG{jd;b1@pnbShE+U-I`$Q_ibHJ>IXrAm zFcySzollR>DkvyK#?xc`(w=j$vvY3Q@;$6KXL-Bsv)j^Rl(=#P_{wB`d7!J<&*JwV zZ1Vm)pq|+}I5J$BaPWQKx5D?=GtNroyvJpl_m7L!KX=^-c#OzWg13#lqD3}A{(Z+y zriqfj0SK4*`zq?cH17o0PF`0Hs8asF^-~<|Ay#qor48479p=JIt>~}bl{#@k7FY$? zhDC#pd}aP=)Vc58z1yrojfl-FJtfayz!t#FMFtlf+<0Nx7V3>q{;|2jP8;=zuI^4@ z;c8NkeEfKnm6g?nH~7Pin>Teg+;Q0~BKL9toGX#-3BrXKxHoQP>Lws&7Zx$Dojbpj zhI)KPi9wLe{k1y`etft;f3pX6uF`(1k85{^vq*NzjdC3Kmg6+BGD*2y_9N`J3JQj5 z$=Lx04i1h^(3SaLzbb%4fC%*xa-}+09ORgspz7T#TD&&P`TrIE+SOTjS> zE`lITC{|)LJo{o1*){UB*@c~iZLCF`c*0}8@@R~R`=r>Xh0gjD; zz31lRi?68WH)-5YqykSaMK^%`8#iuLWZ7APg+G~|?ooUpkrO;LrV3c0N)obiV!);E z?{0(bAVn2+=r+VQ6q%=jYWVYS`j`aBsu{WfMHTdi83zkY~>} z_*JVz$D=YRt+Y8X3Rw+Z(jFGiGsH^Xu(j^7Gvgi6Pb*jInOV_T0Z;Jv%#_JTcKLK;1Hp z+a#*+&@nJnN6Lo}w@c2cqSCr%VNn?#=xD&-*He?k49yauAnFjFBuq*Hli+Ur} zvx?ht!l4il5D*2Hmc%-kATkocn39j6MADvlB>5|Mp)b}4UUd8C$X5{7w9&2~ieD-g z;RR)WECuJf<@^bhCD0biJ-L+`H*So?7GM+^b)C}68qDWLjPxZ*IU<4+Dg5#mHx5E* zCZhzM!3{r!u=ce5Yks~Qc)=8?u_#PbAUDZEObI*f^Ac0x(WN%n9f_SqTm^~{u2CFT zBa01JDr<6Laj+;VV7z@f6)h!Wwh{J`f=0gkb zGih2MLJ zraO7!Lps`Dnm4eVBZ(+&zh+ zW)%l(O(d8qQfW?(_HrZ6z#LLt8|dW~hLn~6{{3N@{R6i!Z-BoMxL!UiSyaa z-V!#?*}8Qr@l!zAPgBSPsw{=!BL>xiO;^QE!zrw=uh5N&<-;U%;7;Kl;HKS&4;?b9 z)pVM%fLf4b(v&UK3!lv%l%GU)S-Ej<$Pq!s7?si(00A=a^ZE^x-_z+<( zlNR+59k)s`L$AdGG`eDCYFe7npG{UF@rHa1*ul$t2D`}?H2alW=stqfTK3|GJE+Hu z^gjF?8XM!Qd;>C?ZoiYG^c<25-G1Y*&-S1wJQk_heJtzOyX6G!ja+)ao79jXo4ThI zJbHSJ9A+ol$)YF4i(fV+W;hof{HM$|_Y&+18M)Mnz zFZW4$t$O(zpDKege(>lKOpI3kuy7UZUeVonrW*PzamzuEvY4H=@#9dfCKa>eL@N_5 zE$zAujONg=6$Hg+hRY|LZ!%Os=oKIMu$DMH5Eh70#G`9}S*3#~@q2)X>Hu{kbnqVg z4AKNGYxT>c59M;I9&>d_+`e@SZb}1aW2HpsXZog29E|Dq6R$9wJAiOAW&vBJpNlFI zgTiY>Jv9^orGz5@cI-AK4+*&z#fTA$U1u2w_Wdd3+A;(nWo>$7a>7w**nwrCp`oFR z6^A|~At7N2=aaIxzAwCL?noZ&`rygH>B|FpT%UTTd+Ad5S08@zCK4WdC(+CI=-kPk z89g^MJye{2_4|#&#A?Ttqy0_sL?wqMhSsr7%(CY)(>TIR^Qaf-5pXjwDvG5udhGd+ z49SXcVod67%FzO~$z5qWu}PCu(fBJF zY{iV2?QjJA5)W1+Jh0;%itlutJIg9?`H7~(h~h4lgag}-J$hnpam)+y)8tsc35&Ov z*LEpldE71&pnjQ!ws%0Weujthsyn-Kb@ZGKD!P={u(A=l06gT*S9egdd@e4Q0U7<^ z-n|l%7IPOeZ~_k#`~%2d{-m4)ridQJgksHO*ZoHlC8*1+<#Fc;xG%(G?D<`@)= zZWqTw-u(DkY>=;YWBm9;@6kfX{C+VwH?Ge>@ZwRFh9Q_Q^Vbb>WSUleRFM$ zR&x*hu6s3UeVgI!$=bYI+Zk-Ig;FW-a`ntEJp`=BPImT?&pwjG(}0x?_r)F-3HxtxImwVJ zl)&s%pjLMn_{c;+7jeiCzvGmKx;ov8(}UgKArcOg-$n>=T&*ZGTRuW(S2)dK2rbFd z0Tt}7!Ft+;aAKMRmPgIbJ1G7n1Xbu4=xgARUlnalCo%?mP2uGjrC48N!epBvJ+cF; z{s5UDV~>qw@GT+8vcK`l^T(}AVR5a(6DM2sH?DbHJhyrO?0Ac%1FgeK1TgTbe1!eY znVZefn0stbCZDoz{etz)+6Y}GAyV#y6O)|jltGz&?s|(CuSOJ9>2pr3sH@ra!Msnx zRTa~Vg*G|WG{;*mFaq$$I5i2(d=~rvlM9PsQfdiG_8327?<1f(2-Q;^;O-s_aPkE) zP4h%qrE~)vys=-up3cx29BavEFdif7*mn$U`H&IAG1e^Yyk?V zi|i{bd4d`dZXG6Cy}L?+Zo*lm{?afF{34=jJOVX056@}LqbzJeK!icWa|DhahUYko z>B9`-A;kSmT=z}cS^M|zuShf1A>%=~0g@k3HKU>=21HToUoU27`kkUNPoU2ZM)sS+ zJBK7{ss$m-cdTD=cK{ z*8wSWX=P^;T4`=}EQdgA02%q0lZ1yPz!@wraSafYGw_)7{rmTcI|5X$VsrUA+{+VC z6_r6qZt>eqCYeD1+&ghU*vN{&vKGKY#M>p~G%0^yvX~@!|K%VzG?nz;`dNt87RDI@ zvSTL(5)KPi7RZU*Al@Ll5rrFCPdG{=2141qs^Vi%8cv95 z9h}wok8pc+A0oV%y`h@HL!F$B9jv47BeiD$IDX7hezz-$nEUL2QD|lDD z=e(A)9rzBW1tmniSERasF6pG{1_^Zu@Ci7{_OeraSs^4I<4K4Wf-E%9U5p#Gv*u=} z2r&;^JKIhX5mgMq0~ePn;I!7hKFya??d|R1$VZ*Tej?mt9}HKJ*1QeIQ`5GSLwva8 zFfD6)Yip?E%w#77I#t6w{duvZ!)KO`ISq}KYkptrt&Ta zHg3zkA-`?&y!OBU_9}GDm`)j!;7%dR5GCyl+&ECob?2yr8>h~{&#e9Z6NF>?1~?ad zibCPeb|+ube)#W79voL--pb-~)ZbilLxCT0PJ@}k$UP@U`p$~DL1;n{g6qP{d?%;Q z9ev-h;D@=-b$`=ts8hod5)!uNvF^8)1u>Fy)N{dsFCN^=XM%!)TzE;+=1}l$I&5lp zVe$IS542WMpYebxcq4Kj6v~;$q~qxS%Rh1Ky;QUrO3D{lZ1?Qh^P9e;)E|WbV=JPK zB9PnUaObx7yEkjBq&{id!!*%!NPztG(ZnK}KXDD2JQE=i6j*coJLL|dp8vd*R20`#3DP zz}bDD&0t9IDY9hK7ZPh5aZVwKrCg~K0yUVKYfAcoNI3h`w8gFuQ+GO|1@R+X0n*8B znV)XwZO0KcX8e)P|*0ebaD_}Iu!i5}Cz&QC|zLbJn@Idqh zT0yiexNv?Qu@gC;BSBkVRevzO=~QEOBkYA<-BH*WZ#&f|`$5+_?>z>OQeC3XU0^1{ z9{P<=Z#+k8r^PDrVW&$G^E+Hv2hB*KfxrHFZiM{;2A~zAM7qAZ(eD7?I<3TCAxVcXuP+<{zjx4)X z%`Gab<|;860qka+tU$ePPmgNWaji4sa@`Ud?ZlPz?ZeDU67o^xo%3D_b1ccxZXrOR zQSiVMJc8U6PM{g6H3AR7=7d*NC}5p7T%|YqLES-|rzSR~C*7ZV?n>!iIf8i31u)JvlpP|PV4LI8&pI*&7PaJgTz+!w3P%X3PokLc0&-A z|2KssKp2k^bXs|v9;LoZslF>tx*G9nu6TC+Zx)E(fwPplWhi~S?UedU8$+_vpE$lH zhBYE(CEOPyAA7-*cz>$lCTU6_ufHyoAT{W2$EboZ2G^hfpHVPun0VEnAB|}Y&XTgT z*fMh?_|!q{&O<)%0w@A?!U;(Il_2J00t)Z%-4RW0eX=HxgQ~lewkGn*ja-dJ%D?i{ z0OO%Qy=VVbps7i+bsgQ_TX}nUxeG6??jy=_-R*!@uoTWme#+Im1{+Fc>9;X=m3SRK zx!D`OF4;ROhp4hIg%W-Y-GBz5C72AO|6xm4je7~D#G3*!xx|L zsec-|06aSlEE=jtot{Jpib^$+STInd%65Wt(!z#Cq^GrU~i z60La1X4~A|p9j~cyt(F?_SJ=kEjaf^@kRIw1qCa62->1JAIpE*_GDXOP-dY`zVB0A z%gy7fPA#2Z-rD+%q`w%i1Od9=aZH7omTG9CP;|3@x&C;-m{O~qw}%tJH(E^F*IxCGWB7hmB38}e);@a7Tk2rd}@E}v8`~+ zao@u>enTFD+X{O2{o3-kJ^dfX@?YF#iu@1ZKfM6|uMEK7XZ>H?>2ju@pjk*qF19;q z9|p_l$AZpRyaZNb$>e_gjs&0t4;DzLFw*UV;v)&wV=y$mq+seQa6aa;QDt0{*ZUMo zpVzF88@RqgaZA1X9;?nR>++%U>ya!0Ymlq`6tC8!$G)H zM$-*ALQ?ir6l`W;(P&pOH&0gQRleCq6}2h*m_~C4Z^BqcT7WBvgaf4UL01r2jVFYKy+lLYZc(0=@C ztVV_sgt;f|NM1lX@)p^BfHn|LC#6K@Hw^D0S}%sypFcZXou-3H-H&0M0V`OIX&@#z z*c3i@k3^-VsZ2~vkkX$dXh>rnu=-U%Wk!!iD%(gpjv3(M;*x`4|JtbLB|t;KP$tR1 zMDHQ)Lqbiv5%UW{w&me6)c_hCQm|ooVQ}GZeyn?|F4d&k#Bs=v%@b{lcs1XBkvkX! zi`(N3dkz8dmhm|bEQfb%E^i3HaHQC2R-SO1a2zQpDvkte3d6h&#N@^vUv1Yo)M(qi z3pH*hx)%goV7@@-i4;+SQ_yNiToWK$AqQ2&s3r}Qws(SWNMi+n$!vr@_4_H3WN1)^ z_AV)WNz6L%O$x&61A?yn?w6u(=@!x8{gIMX+pT*a#o`yKZjfQL1`*xQpypL5=`4$h z;i>7h47{|6dQtL7Y#EDW-FP#4UM)U-%@}IAoVvPtR!d4A8lEn1HUzk8L~B0V@HBYt zk(2YGabjB;HIe_(da<3;>WcAmowzl|d#k>k)%N+?GC-)EsHmtiNCGqIdu(lN-oV|{ z&BB0IYSuZ}toC~N`cAqBP{EJ0iCKuq&l6@9B3`K?GOGNqPM=)lv~;)F0r^36M0WZb z#_gHy8L_o!u&CBYwM%v)IW++WuE||8=z>SXX*WxJM8s~^`9_T0n`ph*(8!Wp#Im3X zV@^~7Fb2c|(`uPPpkGew{f7^ulTIg8f#+fWlGgGEbtIg9I1{ExD;Zg?1MQG^J6{#> zmP7Xuz``X&H2MQ`roF;JkrD1!QB6&)eH_FK`|~#sx6WUp2AAOEs1Dd42|e zl3I`fA0E-w4V9>y^vRFPN48&nf9ZYM9L*WdL`uce{{jOBgFruY!O2kh+^R7WcAe#u zzTi-a3D*`vAhfnUY&(W`37KMLO5UmKRZ>;-xp8hWx4@%UG;+E}L-Sp{_i!^D5I6eK zXpXR60$+YS8SSUXSxd1FEucSe!Dj+a6XWuqi{jz1H z7S$T$JczD4n~Y`Q3JNTzEs|I%Poab#S-KJ0gIwchdhSxUQ{aE3U<@bdb!f@l0Rw67k^4F5CX z_)}v_edFFZTX5n_KMNjKcZPK;SQ@9imxOc>Mtktuxr=S^g}YTrIIxI#-LW^S7- zP14H)TTN7CQ_FtE%clh(vey-y^gHfkrw|f?y~z6%Z=n<~Y|rfX&Fs9X(Jl zxaF?^tk&biK7xI+4ptCIN0oM&a5mTGIOQz+V!sWR4%DY);o>DAhlk&+zY^lHeAS~* z{96`{Brfq{v)Rvzu-235$_6bG%iQtw{FrDv;Q7fBD_J#fHbB*tH$t<+&=G&QFZ(S%*<=+UEpHi@HWxyxy`-Rbn1dCa4|s|O#!`6=b( z>>VQ4Ldx}Khx=a1jS*c`;ETG^Eg{5Dwjj1sD;9PQd`jjmkA=J5Ge}lIu=qJ(?cw1O zLL4ewT=_lL)Ze6d9lox6e?KrKjZ;?J=S6zD+LD!FpuZXQL!+N3bLgSYi+*`UUv1_Wj{|8bIHY z*NZI}>QYE@!ylQnE<+`$|NTZY%~`wwd;Y9q| zSbx_?xvH3iVG#PySmwh>^UK2+b#y=MMsOpq+@p7;>*wFo*8d7D^Wnph8Y7|J#;kKV z8|G7B78Z<|p=+IykQej(C+wF4L}|cujZ}p{p8|7ada33L2%9&N8#HZN*UfZm&6UAn zN!(fB_&)wQ=S(cX#)*b;Z;rvhwC8VA`|zI@af$ac*dAefU~gx=FuNk;S8tr^x_09D zUx|PP48*Ptzp_@z8zH~KJpJh%|0E*tB(>z;1p?6q+Dq?!UH8>xeq^qmy}v$hh&WaYBWzuP)cseYJb1+Auq2R9j#UIPBVsB z_XNS<<-DE!a}OnL-y>Lx-I5I|xscJ^%je$;yS4G}ghb4-X3(7ER0*^gL_zK&ZcfyF z``h1mdV1P6UtdB_or05xbXa4}513t;zsmCC*DIH9Mw0<)w1VRA>E^aos=Xncc#>_~ zd@hm7N_?s(iEhP;3TWXerY*->{Lz9)#CLK!2#UU$LDG$nmp_A@wjj;FTd)bAjDae5 z8HTTR2XQLI!lhSuG57gV?~1aIfi7nIMI`5wXU-^r?|I&m!v7kQWxPMYFta-P+71bGQ^RGp$oeH^}D# zzARtKyP(oM>vs&ykhRqL@z_-Bi6q6EvgdugM<%L-=IX3 zFCu*mfCp-5gt2fjL1U2{8bK}`n~xjLbNBG!jj;bAc(oM=nrucHNlp_XR02$H0v+U; zx`81}&{D@dY(xFZCq+gbvu$66QyfcelY(>ezJ17g`V7sT5PKeR+<>!E_Wb!E_D%q3 zMQ{*=cSn(Ah|EQFc$@=}eD(Vw(5GlLNqWnlI8SBgdK(CvUs^l%$(1JhsWnclf}`LM zDFkw2)&mi;9kmG2s6kr0AqQ_I8aFx54&cES-8xWb3?QHAeWGT4%0522m}6TdCFgDw zEvKg^b%mf+pE}!)`BZUv1AH3uL-ZfQN#dz%gzeEHio)aybx_^V7J^7j7%=6)#JBO2rO zU=6|R+M=UWww33iMWaD%V}_dB@Wk8Vb!%CJL!Pm>3~Z4)ED%z@D(S}piZ&gU7|lI& z$6WNB>|;l>kCUyoONsPC=)6ey6!F3w0VxKL4b$5OL}p zykwnmCN%To_@9%~(t`6j`o+_0RE~ku#4O;I-bEjlB@#!dGg~0iD;n#&R*-Hv1HagV z$g(wM6}+#WpFAVbE4Et6Lph>M5x9ure4iTWwRb{#tcYSzisZ^X33Q>CH;|F_I&1RN zsPuE4<;l6@V=j#@CkMAXj1@4abaffr_PE>eKvNl==I;o*x>lBO&be|?(a{#Q4r))I zZ(FDDDj??4G%`6i_g)o{RsEbsR9u`8gzsE-DlM51Qlc01;Bt}CCjXs+8W(QrQ7-2L zU6O@>*Yu8m#a+(-p4TUhrQi8M-n^>oy(an`fAr=rd@ z__tTyKVsVd;(f2bXh{*!{HHg5zo3Wn*B&|)lz^c)kfCrM@>~u%@&FQXi4uXOIS>$fL97qy*?h%<2V97s#bkS{8DuJ@7LG|zp4m?f`i zI=+4}IkP0E+Rm=AoUWbDU7qBPs!#uPkpZnzDDs<`^;=i0uqSAbuegH{2LZrcL5N`E8b^=be!%^3U8A`A>d~c1E#r!(QWT=(3SG{N z=yK?CHJ+{id8rlm-CR$;E$n{6@d%sfHoZLOqaM-qJ%koX;1n{=8zY1$4195Dha=YG z^dAqnhsn8FC={_bUgM1k&(m( zV~ktKIpa4+;o>5cr1Y8JzeGdFGp&v8)KU~NqzC19aq7I?nI?MmKAf8bgIp-;?nNLMkjnBjB`(#Q{F$UB|_3?hhgg~Z33Zvwj+M3|6S!UJb=CNN(| zi>d*-h0#%)3g(+#O31I*zx@pQ=!^FcJ;HN@la}t^PAOEbm;Hy}irR_86oCXuTaalc z%6ro1dhOaPy(0h4Iuqji!PVzTVc?iPK5mV9rdsA+8=b|OGQ~EHxMUdV5<|OpNZ6U@ zIN1S3Ghu}>P@6cap6$^QK$EzrR`-B40ivL>0<0{VsF!u-+r2P)_0na_NZrf+rF$e` zER#6i;808-DiV9F0|JHk<0K}2u4UPGwK-GEu3Ez?G9uyxj97F_nk#)<`YdqkO+0MBo<_kZDL}raJC* z#O3bo+Z$blL*|2mP=}dXgIn*ZeSX>&VaD@2DS9lOJ#fA9)~&mDqv73X9C+}6uElg(ps1jDy@Fx3YVg~KOS*3+ zvPIxbuP*V0{2*lmnhYZmq}k92X?n1|&W zQ1`j-r{W(O7Y^wN*i9Opq~crpFw4VMLZ&9uSkU*eHzPwrKB#O>yYP`tXS5uK&S+R& z2_uMQS_M6TG%LaRs*jdGJOf~`-pxztgTl&DS6pAy&t@uB$?fut3QIAaxy{MFQ+~kZ zf=&+AU3GbB3bBpYwV-%9v45mOo{MuI|4^P@l0J+gk?(Oqy&ut$TJx*?^P&?;?v8W`wwu$|~jef4jM zY14J>{B9Lk@f%bACmo!C*(AX8D;kN44RM{@kNdv=QwhG4u}X-AQRSDrAL z1dhY&z_$5iFWcC*U$^k{Ua^(-e{*2`3taw>U;{~ckEXP`bE@EPIP-F(HvK|$x<<*ls4k$>=xNcqN zho@_~rlL+C4|efo$x~3@QPeDY-K2&2EK~KexYZG^-A6R=ciD41e0;(p%j`e4jo4=C z-96AUNG!eRq55+(>>-Dtqhi&uTrp0eUC&$(Q)II3hyghg6X$^Z3AC>vh2<9)SEC1k z94`l+Zpq)D=eOwgpZ4XyLe0%vTP!ma<>j}z=IK~6Qr5SQ*gkfuHx{m5{$jP+8+Fp$ zg|ktEmW$?$rpw~jQtNtK%qhG|tgaY$p1U;5)0SFiX|^;iT)1!@=n-ei>?F-TVZTDX zX>tyUvooc#qT+MwH6IrG0}Bg^iip&V9mrVPQ5nJ5h5Zfh1FjJtDA|XKZXAZd-ziC~sVOA(;ORD#?XG@!#7E-#Q zisH}QKrO`Q7;=IqGA{9mi<)=*k>s z#6vJjo<+wmno6P(t@-8GrhVRw6KzRPEEN-+&vjjMBu7{qT(nR5cXLa+A846FVs z$P*Pfgy}Jxq$bYrnV`*C+04zTa$q4yHyqnE`b`HV6TvqjlR1pp1$s$fvp+vm9BCMW z_KcPd0pfiiy%?ki7-uqp8aYiI1?U9pecw-a;P80R&C{-V+v2OaUGwDo>oImfB>8$t zpdv0+zuIXO_;fb=E+5@IwIWo4U#``6^k3^W{UD+@i_v)A&t-dUpg^ zAHrlQqWcK$lD=*emRuRxbJ|W*#co}U3MqN`FFp{&4D5G+0BDb$^6+HvTlCed!arMv zVbsg~zTbX40d0nYXl#R?3e)IO;{GSYjFx#dumt=2t!bS_KqxAxs9a_&OK}==cX#(h z7d0BaPDITGw5YRrk)r_8C))ff(fmL`Cbqzq zp6IoLv9|*~ySj^oPanNbJG~T#KG=4KdXrwcHx0&+S~ljKMjfoEp#jOEnDS$GMG^i2kX?J}LbCbLD>|0f`bJ3~lMe3mb*eB@Lx3*(74%Xz7T{ z=#xWbfmXyANp$Iw|JDIG=MnUyZ7MFsvjeLTW2bO~xjT4Nb}6vLu>eDn1l%`{EOoZY z&Ik#Ao$Gbcqa4){IVF)ao?xGCs&>Uuu#o-XX?4c%&@%FrBn*ehDjk^ zSJ2r&lerlU z<#QsvF9`mja3Dp&0YSQIAhEXP^|MAmHcC678Ly0e=T>w&rvWVzL{>w1KzA)CPV_9R zk>MproI^S5!r9st9Ny|LG05b z(Jfdng=p%JQLRWdY5KpaJNLhw@BfdNInHR`nXMdR+ojKjOb4>0G-K0%_XG4h1GCpETbMcBMae(r|@%qkU zRfPewpDep^HzhK#og$mbjr`;Fk1}+X-VyJM!urJq~%y@Isz>IV&!*9|I z-YHA_!hvb8b!Ur8T(mTV0_MS&a0Ee>Y6ql-(N)L&nkjD=F)(nR`~v`lVMdhF4+T*86Wjd%kUBJz4viq;R%Ov zm+WM3=(fm_-V|__vq)i}I-w6LjI5eM7$-$lK~pS@?rQhud2mEUlP5Ae5D!-`-gQ7L zBYRoav`WpHvgd={J%6XuV?NzlSD~}%!(JaW46i5|c7N$vgHf*VxllLonUIf_2`@|{ zF}EH!x$G1{gVscN_&LMvlDz>=t~K^bS2s5!Ww&!oDMz6kW0ScpBt%}w^sbKj!G?x@ zV;ecW?`3d0aj>2u-g;cqSw z3QZ|rPC$cf-xX1xohFSRqTYb^FnwUiG$D_qmZnt4pD8?K{5^$i!7G+!}m= z=7G(=f>~l=gx_MJm2Qi&&S}o=rzJ<#PEMh)blB2c$%0qJ{Nl$4=r!>$vXE$H;~X#N3J6EtFRjT9nZUJ{C2OftkSD1|dQ8q)KWUiQ?L}~=L~dtYMY_F1xQnlqcGBr zJfpVhPAk>9N4wc3LXr~VzpHDwxbi-6$LPprWx+dB)6;C+oSlC~3s`wJ`oo;C{D=2y zQVX{id*lRDE{e=7;quEFGVsvce&36wPL68Vlvv7Oz`1i_@W{^cB(k)s^v;@e@jXjH zl>#!n37_H#1P{Wza<&tDEU$$-;WAY3hEL*9RH8X7a*|co2P$)=vJ!70T+6&N&Jq$e zo=w~RJF=bR=};B)+WeEV$I`<5e2k<%t8T6xC(|dv@5{5JE?LQ3y#VEjlr%){ZZ(ub z)RDYFvk6Ng$(8btS~8>)vFR8aoB4n}H8Em|CA|Tc*4)m%*}TC@7MiHi!uIYx7TncV zrV+39aV|5ArM>Ia?W;*eh4+nmjeo1x2m4RfKkP_U>yUIvfJ+RfJFmPH9vz(sYtWhB zi%zZ^q6rOOWPc*W>*^@$a%GaDh$@|WiP8nrg}L>uVJPItroOdX_dqD1q*9&!uFYr? z*OxeEV%@J_|NgVdMU0w-!Nc8W;;*yoi8$XY~Oy|B6Aao zQa%N#Vuq#v@UH<_~j4$dgR+%%P&iKMr6eBM%y^U z`)xJdNA`QFKbJl_7MFIS@cYF7!OC?HeQ+{3BFpP_>Qu?6n6;-7BiLU%^HfPSMM7K- zl@nuFm;mZZ*IXYiCm4Y_q1^HH93-(rvIK9t=|MAY6Ia(lJ1n^{lwITT*jTOpKf)p+ z;&B^y7f}2}g41#?0Rh2TsqB~a%a-159!v3*-g^_3itn=H#jarUrRF~b2E4$}DyG}% zUwtLYo*^IuB+rZN?wjD&J>92TNcBSOmVKclr_{}YpJQdJE&7;iPAJy~{<5m<-9H|$ zKAx16`&|U5M~qOKE)6Z5S0V)lT&E+Ii`sR}W-a*rh9%?%0mFGw99I`7pUBP4m8oyF zICDj-11Rrn%gJNN0$09e2};q$x;LJvD~U!TF#!!y`=ZOXwcwp%&OUXo+h&8?h`IrH zbNISvdmSi*O>|BT_qDgPlMYwAf{9=pGD)$KQ{lK&w8>3o!A%oXbvAl%j!S!y?K9r3 z&zJ44da>d5|{KS{nO1T%BUZ0#^$YD9Lf-T*! zlY9BKMnGp+e)BJ0@uUONEDoEIT>ei1+oz-y?{gi@k{!K}4~o5}=3{ZCog=9fb0hT% zt=nqNy2~p+zl4Vy$_I$Lowaf<@76+3GoAKzRKk?sxzJYPnRAOQL2Df;&0ciptABJb zMck`U1+1wn{Zc*;rJdA840@xaYUK@6dS@NM*j}Y^7#DZp%tmsqXwNyT%r!Uib$>zC zGu@3bE7TNMP#Z?9Tl(9_QJ1XgbLpn_vks=sOCz9N!#S&Feo5WEF-(is%aWh5jAPemr^{PUihbrmzOciaK6P2)ccVOKZ?3PLioB` zoxvHq8fW*892ipmW1mRufr*VNWy2TG@Q$t88y;>@xVyNbub!SogkhgPeFQ9zZ9zJ5 zzKs-ns^;kk&&Xy?WKjJ%K4tHJLlr@xzqsq|M_-9|O~8YsTgjo{748La$<+@4@BD_D%zc;kK?VPY;Sv>ZXK=Uq?st-v0gaktD89OIGA0Kq}npP_(;57v;R45estCDov zR}=oLIhjEuLlmhpp{AAR3x+=oYFjC6Az7fvG)OKl2u|(E_+r~<11ugauqwOICz8vV zXpwocw5B?BYqk{W8+L-g;oYI}yz}XG-W|$hbMW9ooRnT}0;Hss&}L{d-BhOoDC}1=?#wgCedP(Z*ApORdgLGZ^vhy?GY6O1X6253ZhTu3yV*33^)Pt9>Sq6k`%>SE8jXLDbn(2{`fPIX0Q#rzOYj*#>Dg5JE*4fW!t zSFQ43~zI!A@G~sfx#C|hx z_7p0a8$h%b!;OXZo!tA8zX>z8Ea<0i+GGLqg#~2uZCV{T61|`Vqpo>m3piZ{`GteZg!!Et1ICo z?O};u>a7w|X?=oMS7KV~uDGQ3@=2YS?wDMC%l7cdfqJ`oEd5FE(}8CD24sgXnfXF* zPh39+L|6MD}p+j+|Af1s^&z%RWy~dL{6m%(Hk)lOus4i`)9PR&uA>Pb?O65 z@A5lK361(8e=g)XS`u83&Rd%_wh_w3`irtka)fa8VuO`-UqL|H@;oDc?iWyOO|<${ zR+J!28ppFlo1i`SFuJ0ngc;FTg3`1jL{w6#%In;}4*fJt4eubQ{vaj!fMdZdMMR_!oxa&qDi!D6i%n`KIH zH`D6-KfO5^iq_a&h2|B|-HMictI{MC&Cr|dlscKsl#N2`JWJc65 zV+u8hcZ4cNj{T|C@0oGyanr_I5X@Hcqd5p|)oTu^G39FpKtBpK(Ow3vuSLis;BNiA zq$~8SA(sGknZz!+Vli>zewtJ>vZa4r@dTA)%@2!sqvZPWG7aT(m@x=2XLB2S@nX@H zWcVsBgpRX|hbaJoy##V5PWCrs#YuYaqvpYKO@7X~4Yqqw?X(q8Ld&XxAmrajCvRymJD;CnC$C5)@7{5*JG# zzAd4vQ@t~^pQf3+v7E8i0FH_IHfxhQwN!n?rEB?u&NpxY617_URG&X=qE#xDoE*^h z{#9Pc&)C<~HY8=eHqO%AshEvXTTXrCQg?7b63bUXg;FxdaubtJylk*In*M8Wf5qmm zThyg8n;LCyo}aLGcMQUUP(-7GHr!z%?eaLUl>Eozdj%&N1e-nKZpc9l$;rv_r%ol8 z72+)r0??H!^Mt|R^_kzC2+whQ2|jhk(;!xM@IgZQEJ~c zjCXESG~UqvB>K)VY-wVO!~?VUdb#93$y4-=tmv!hqh~S5N_*DuW|M3}(FSse=VyTq zNnMSl=|_vw?-h;ke^poFUYIz)kO|qS6sJN_WH^*9TNiUq=&lE6w z%Y~kiop!G7wy_GvM{=l)q|=y)z-?XDf33YF-UzOA;K`NqJKCM9blcOw&kDL9E|oL! z@}M{3Ge!Z8)bNrm$7uy4-`pa zJ)o2xTNDS#8W{L2XaGF2LtY!nYbixwd-!QgVVNo?uqBkLHKzfpu%;Cy1mRe5PETM2pG*`ogp5o((oNm?{P5W-${0 zbl9JdXQAQRIl?9ZDhtIcA%%D+(sk$M%i}l{?Jyo=W!;HHLTJ2*fw;$%%*_b{lss#5 zkExcmojzf_sPBV>v3d8kZja_CVBKWm(EUdI>tAS%^by$0n1fNiu+WBYFSvJaIq+7| z?4wDVY<#9}hWpQ>b+#Nmf8I?da?%>Ip(yTH&OMNFkxwQIA@!G4Bmk*c3A{0){1=RM zy+IK1tJXZTc80sH(dLX-+@uwZA7zXRa?dB)lC#DH&n<8raSrc4aKM#4stE3znwn68 z=fWC(vi6c9E^D-d&V>s<{nVRs6`6}2iSQol7%o#_ewgyuY!x2i6A`m||VA%7jE zZbon;D~8~W1G?&4PiO=5cLq-$eLBY&beRwBCMuYG)+(a%pI~k-Y;3gd5&6YAQ_y)) z6mc=V+@`f;tv1f`xzG}Ga>T_c$c)DD_edYY>`ooo$agJxGA{mKK{`5btx?+9y4=_^ zD*1L5z7SEmkzZY*1IFyMRq;?!mDDA6jm=c7>Gfb9@223Q$#uAX^Jjj^^kaE@%M10k zqj^>NEV|5>+zj*h!c)g0GCeq9$s7S(QXR3GK0+#$<^>`wySZ>!NaD z*n5a$T6`GGdHD_M(NLc=F>@3C502sa=fE3d;zng|!ojzWqnMbJ9vnGHM`zt=1{SbZ zMt}bKUIp{LxU(PRi$RpCmLtIY+<(Z6A5ytJd{Ro<&|L>#2Y+|%+O=gY52Z>1O~;&M z-I$Pmk4D(bG2)#wR|Y;+8c%s)dEx=9;aThpW#2AG~fpetxhQ+HZ|eKtozdomUmFyZ4mO$sf<^7vC+yB=f)zkdFzwI%7mnqP5%CC2Gz82{=zeXPVwOiDVkZ9^B z|M!po>;KXX?fJKHs>hIi|8Y*}{6F}C=el$}?~ZO=o;h`|d`ac>nRW?ZF8J|(0U&2& AF#rGn diff --git a/images/growcut_zoom_5x_best.png b/images/growcut_zoom_5x_best.png index 75cbf78657a31c28700d6dff646d860ad4647c2d..ef7036f496c03dbaa2bbc3c33cf95227af0f9225 100644 GIT binary patch literal 36421 zcmeFZ2UJwsnl4)EHY@5jpdw(v1Of_@B$>5Da+V}2pg;iVR;@MHod5r&x&Bg+JGXY#_Ei)L zWi9pmX(bBfw|EL=vBrvJ_>E;7=XU(_o7G9G$_jirt+;j{Kd-bnuW3c0tkWm|Eee+o zyFsDsq)< zvf>p|*6KT6u63r{wo}IM;J$D#KPB(l*VkjyDSdxfxVTREr@vgb{^Hf>_Foxo8Rk-j zV*OTaq6JY_QdeJu-XQ0TFAF8_*L;6}OZmEP(U!lz4cPvFzWeVUgS4x~LDG6#9-e7( z8kSY`8S*ep(AczLgJOk2z1q#2Hxo4u`ANIFDEeHn8vJ?2i&sl+$#RxMU6@{Jy(=)m zjz2puE9>>?ilT~2g=}$-bthfdc~sS=tAeVpub-NhAufOGR@$L0GJ$bLMMZTPu6c*e zy2n-<*Qb#q*S@=<9Nb2$PgBI_A31U)eT?m%zN6S`et!Nl=gyh@_;9y2*+gB@X9*>j z)_SR8DTU(Zy3b_2Mbhou`gALskq$-POYb_=yluX)iI{1}_VV%Zxzcvog=fZoF>A<( z&`dJqR*$XM(^i}dbQ+>Q=9JdG`uWlKNY$tZ89OKxGq%NtC=>;*i{fuSL#RI`S67C%n1 zOF3z5=2kh-MaPKn-uiPr#jWn+QQ6`EG38|AN_tpW7`ICJE2AK1wQbwBtzuzOJAeLu z!$dc;8YlPoLtb9%uU~r}wz|6N7+t$|y&_yOQa39@LQ+ySQsp2S#BOF>YF$;f^Ypa@ zjfyxuX~r0aznbHqjGSCbH=CGc$e}F{h0W@(GhHSI^w+WpUknZo9vT{==j7!09lh~- z<;H#0j|b%yMf+_B=+fPxc)TveCBr>Uu_A3l7*Z!)#>)^$s{&d=Jd<&e;5E%5Th zpDw+-9vl+FMJ>C#nswyEYW@QU4xIn=V6$>>ZE~{H$nlNKk+e=<i+C$Ip?VnMGK4g2b+091q=$p_4Dp+KXT>ISlujcD#p5M zV(`~q>V^#)Z2KKumaW|$^7ZR^s?x=aj~XPp-`uy4xot3;in54Bwuo;~0?`y#q&&sssiGMqWyeY_xBGsb#6l6=B!kSdgEusI9G?{beO3_vIsT ztb;V!K$oc-#r`7lw{PFxe#|<&zP|pQaV59&aIr{+!)RoELxa`JRHsSH7|o=!FU9Su zl;tJg-dVox0==xfyz=##)x9-I=dfhD8nYO3ff5lD6Sr(SzMZgYFR6UG>l7EYGD=Sln(*QQFF7?CWAjety;CJ?3af$U*6%7{QW^4 z5n+K!mX?WI__RCX&AVMLcpr+ur0p8%EWea^?XP3DJ>eJ{6U@J3j$_dow!M)>MHg|0 zHL@H=%e;BDDnh89Y=P@|%8zd5fjfX`on7s3=ATir^hbH$S9+3Shp5zCKta>dL~|Kx<@c;xJ0}* z;i~&FyS_u~)~);WU^G zW7%Qy#4%)@%`B|XIhW#m;UkN2lyze`wMgHiW# z97})<9p+d3^sv5P=r&eXBV5*#tw%mojm->~l4D|=EUWDt95Q@8J+DsN_f#j4YxU7{ z(QKZQEkC+(<3?GW_=^`Ww5MZSrP@n_%$d3oN_%k&hi@4ijrOLfRu5ZdZ5J|rfvTFsctW8}i2vAd5>0GL_tmp;*;A1X8DeH; zW)8m|iwwQ2L)S$0cpu9vD5#8KRQc=oy*t{}V=k#;T$K$CL$@5#xNKrxmlDHOBe^P7 zKW|wwtxk8ekhW^fV-X%RFW6Sjuy{O?`+0%W>wzes1vD!Brt%nUuI^8*44p7mG=qT%^y}G)( zeiHVHT%C8;Nm+ykqp0{Dvx(HvYRYzQ{rU4Xs@;vYB41lOYO-mKk{7qC(uE5JYduOM z(FUeQ%H?fZzHZRTcG7el@2d<~eDgdo5M|oo22PyC%3-7Ct#+BAyqi!J=R(ZDseQ)X=e zF4MiKmN#!EIDRaOwCSz_472?e159K%-tpR+MvG1~DD1*1rAu{f*}65HR+rK+ur=o1 zI?lfM(!VzD?}}ygl_ix*MJc{H8*%l^6P97aq8GuuS}E73Mmp&s>bmx4aPm9@E-}DT zDwy8xW2l6mK7Ooz>4OSe%W<`c_bZ@a14gP4bcK$2)+M_* zPmivC8YJa>sivmp!C!ynTRGm-??9&+8Xi{u_4%>a^XDPBImQ@`6h?ZadR#0@Y@367 zv);j+aRqvwpDJ@4J*cL3m7{K~56V;ba!Pam{c|f8QPS2%d(7{UcBv2M7Z=wGlMgDf zGBe9@yX1PJgyu-M?x{Y)xT*H+*|Q7s@=VOYcP_IIbt0jg`E|8{RxYKQy~I2W#Waq< zT(X@`Y4oz582B;6QYoiZx0v3W{`M(<2#O$*Zlaf>uuAHe0z$`Zgyd-DaR_rh2FmnB+=*^Qjzv5xGJ^e>T ztaPJG0>t)Expgu|^mK$N6xWptQw3do``4qgd-v}bA8{V7R8L>Fb238l%{^doFFO5- z-TsGOqjk&Jj$XgaG;`i$iaCDa!i7YwUy+!tQ+^D2&|6!hY=9^yi{(LapetsWQSQRTt60zk5i}X>`n{rKb~agn5(@vn|=O z^@7%Xv97vnn?t7RT#>z)Wy^gD35kHACsZtJ#~1S8 z(WB=#{8Hk7PL0NKMWE9Vn2zFOx{EnFcgsl4bDymBK=TPyijr984}Y#aX5H~LNl zLi$|}k+KXM6W>tZ?(K>}PD6jae)C2(OpYC;=i(NbzWMreUn}D*@f+X{DN6_TcK-bI z&;i4@m+B!kbv@Xlz4U^tY;wbGt1OglZf@=i^a_TZxx3Yd&70q%Uv$KzHY(w!5{##c zK8apd1pu*HH4ngB$g<@;0~4>ew&ivG+wE#n(~CF;h%CS)eJh zW`6$qWdjyd94J|*zk%lJ>RK70eD2`Eg92+X;KrDcn8Tx}j8VY58Pk1?-nNYN^cyva z23_BR?@W#LM%gtv6Uh6$wa_QosFZ_N9sk~JHV}wek5hxzec}ptPtxh5Ay(GAe^T%R!0lf)JuQsrGzVYm6Vk$ahFCr%l9|c zu72~XsUq#>ud|YaA2)&sdYwFZQUx@b{h0Onl`B^gVzFJsEc&2wXmzpgk*oKlW=E7I zX9n`N3tYP&V$z?Fo>m#HDTsreW7zg`f4eeCSHb*oo*iWxSH}m}rkcl%j93%!4ZQCs zVDO;f!%x&bf?a^H-+ue1VAEHx`TqU;W3F?VENDft{=yNeQEC^?pMT0F>nm{PufP5x zr}f93JFUIFF`OLATC=8t zzE`FN1^?BnomeecY~at~$J=*`+?`A*{t(E@V^UoWKII>~kwOVGS`3Y0_x}A~oVsID ziwGtp7#`$svPiJ>1!RU$5OU2N7iY#G1f0-MSB?N{2DJ;9mzNhm+jGtj5<#fDyL)GQ zyOAwGqIRm8PN0?UtshGX5=AMq?dYyfcyl8`qX>AfU2GnrK^xer!M#8Kd_nN&@#Aha z5N?Jai!@qnWq{)*0Sg!=T=`UlvXq31)CL?@1jWI3%fn9+w+3D{Oz62xe(EWE`>?aW z-~7@cZ#ItkQ8XztwMdox;D*C%2$8s_-!k>!{{471y=p5zbf^+v!7rv2;mdE(FsA1Y)+Ee7C0Ko*gxVV_v02g?7i`BBZc1&@R{v?L!Vp>hKi-mAJqzssRplF+}q^v=*ts!!RgU%BkzOCpGQVU zj`F{3Y|(Av&Ur11H{t5tD&O-?`VvK9d;RDUK6%}_<GV0%{OP)4yU&V3a(>6))L82`m|{`z&5!I3jF zBvXD=R!~@2nAtsS*p!z!cX3l&rpDSGqTj4-Y=qWvN@>6P^&6#G?%E5(U2{q6K?BNN z<|d6)<8*bPg?xW~=HY{k0P(6KUqPWOA6M+%w=WX2^o$OR0vE0!+_JUc;O^ZY%yUE()M{1`hqJ)K{rKP>*TaL4NKq2RJ4Y-!TT-)B-w}M6` zUyF-nfzp(5?}VHtEYj1`Hrf0Ig*cb}HeSB)CHGheA`JOzuF!s%L7ABiIA(K!lrP9b zsDBTM;796h{aYEI=YD>XKrP%mcfJZQd`~;>c2~;`wI5YXPtj))dEJD&W|~DXhkeVl z*L+J-7cJUimJXaxWlD*no@#!q+!XU8&)wwnqitt&mQnV9ZvU;h16q@xm}{t0_jExW zlM!Bc(6YNNT6sFGmepq4nJ%X(`?viUnN~}Jl+!^{Gj@nBlG@)hD7I^MEYJLsh~vxN zamAV0^_PEm^Qc9?;EDj_H~#kO#0GWcci;u{gYA^#a}xoS9i-U3EqG3My`ST>*a`P~ zw|WudMZw*3-BAHcQ2mrQCHrvP{DY?{y`{E1VQT}iXy#T;#T~X zt5=0Anvc7?z>hha_3Qus)7ogleU{2dBSLC?jPmD z+&}i3>-FQ})qSixz0J&vUK~lab}Ru5X3Wp-fvkw`)*E*yB6ldV2J~ufZqD_l5PAPV z>HFP%x$JGZx0ei!j(VZi62Qr{0}8=iQwHUMvhS(W1SC_5DzNmo-@-K#t`HFwpv?RLtlj`Ff=}{4(N9j)R%D+UH~-PbhE2i0AQyn$G$vf3oG#Ak)gMh2Jt`q zbj6W47G=rj_Ckv!RB0%7r2S;&ooAj!6>zK{&@9d>QUbGd`bJa%U`VpX2THK#A9}ChErJZg$ zG&ZINR{H$;bFR)>$FYB_aZ7Y-{#^%Ky1RKWc&J!18~4kp7#bShezGuM`cBv1URtjY z+%nSdI`5X8J!R1=~Jp1;Yg(X5p#)nTw1tQtokdW&b zSKy6rDAB5~Pp_<-=&ehQ!W<>SqQ5Y0WB}4U%Iee)cg{^4H@;!&Iu^%<&Q!T%Wb^Od zeG>i7Ps}QmXxz&=oxWA6=eW!|rKZ#Bgh5Z_020)J^>EL5i587wUx7g%{luyVspTxo zbdaFY6SbI2Z-MZ*aWFmSQ7>;koyh0UH=%aQ02oZZG&^(VOnzypJdb*81!42x#x+x` z62~+_TZlsdloM&*lzq&3>Yeu?&DTW17;Y;jYB?bgl-LWykk7$>5@dDcJIoNeL{yXiGEP9F>a~FUERA*gH5F zw|sq;62!3UkA+;QM6`6gYc$SvR%W=plzEQRnK%NEIV5X^g^wIj#Aq8gW~TrC`|m1= z*Qi=eM92j@0F&-27HN9UWngF+i3vlfrR&@k!p1rCYv* zj`gfR8|veM@}smxRc?!xtWrr*g+dT`>*q=k#4lB_gB;gxJ$xLCgy{Uh*R&ItAfQ%) z9?1quXcBTnlf#Jp{P}a_+o^Ro01H48<3}}@6xcP|pF?xyQE?_iX0ad2RPJ9NKYk>A zoh1&MjQAtsSf~OMl0$**Rh7$2$G}{tsxN3MqDj2VUL(G1t%iB75Yxk2OeryO;Q+9(7=HXiiy?e_r>eyk>5Ma z41U?G!-(p(P+a3*CV`hz+HfD=; zThTVMQkK@5;U_L?kn@=4?a$MblbxweE>_n|OG>IxFLv~;N_3IY)&JlPG;ls6Wv8=Q zbZ^zo)Y{?-Cmwr8$0#63$fx6aL)Cl8XN$t}ZDx7y?HwxRJVjuojQ1gOCz3HepkkBa zWV`DNVfQ*(Y4r|aWuwsLUV+8dj#=S0Zi04<`gkLszL(|K{C_A{fU#4{upm}DWx_B} zz@>Qw1VlqFsE##Q^$}Y2iSPE zXr3EXNPvTq$_b%B?!!@8NU1H8yv_|7Hp=*KFBR3X$~r~4&^b*&eQM+N?<6KBn%ZPd{Cs$cVH-o7JSgy_=4+*xD#AyCrJW3p&iFNe zehHpWlu3ZMgXr^c=euf?qxwLGBuYzB9V=1DFc2~z{Hpjj*}O?AMkC?mUK#I-KbEdG zo2qX*kM_{o+WK~zpkW8*f6Cn<_qA+o1I15L3pnHMgohvKtxh;))mEekuYd?>s?i#X zMCXF8fJPmHdtd^!FZJz0RXA|rHw_C1)>55AUB6q}M0E?S*;9JAYHgkZMu-%=tl6z?hB4)0Jj*h^|+ zE>+Z{L&Dce05saf${L17{`K%0(l9WvnGw#dB2sa^5R0@>+Tx&*hVf@lob2rEBuGO+ z;VBRrjMki!oNQ#;)vsJ57*{9h=05@@GZMZDe9Cj#Cciga*M{ZT=szD=#^2<3H`jc5 z)0OP)0v2DJYzHlxgTh}0=~K*tPPwz(XsLKMWZuaiM45YX_xVlkQ(>O+CPOlwn>TGz zsc6kzIUsghddi@V{{iRb(wrZ2pHaBw3cq|gcWN0+f}?hE4YbM)x(i&z!hgf%_YoUd z{w6NjcR_y1m)zt3n*;v0eOH_uzM3**1w+Ze$Owea9tO%YclUFOK8lyo_663QA`Sc7 zL`8)P(RPv1P%$;_p~bS;Z3p&*TXW#Zk%VxWgHIo`iEs-DC;_rnRwrEj7gl=rIB@=g zTa`4-rc;!uQSr7Vzpz0@e>Bfb^M0~jzbD>K^8jJBG1m9$1yLNr`Ac5#g*UC zFe~4iclc4xwUWo1gfC7ft>8EFsJlt4H?zA^j4{fUW?!@=Kn-pMpP}w^{~Ujb2VzY+ za_W3~-#?YJn%A&j`Sry^9p*T|6IL8BiMZDR#gp(?m|#02)mJ@k^wp==V)F6U1PLB^ zu=Do7Vlwu95@bbje3DQpO43mDc@}lZpn={y)2%mO2BB`#rcEJmUm|Y)`pj|_)jA3u zNF#lA*3&msvtloKKV{WlXXT-)yqAkh^c_T$C>RT1X3t1E zqaxxBTGT;7!K7TF09bG^u``jc*-79wh=+OBs5fFOtDGf(@6>T6WPJb!awCoM@|ca1 zlT&7hiN_H7GU3q?5fOx5s6()!iGy}401m6fToOXxD6Ff~La{7E(|>8QLg@Opo#Z{D z7RPY|Qg9Y~NJ8oK=>yP_!Di?oFJ5eAIGfeJqtcI>)r&HM;*4U3r>5r8N=2HSlz}^* zk{l55YkQEZE}_L0>4jgvegm#n$#Ss42}Xj$;jo^NlgvfT&|Yw24iJ;98cN``x3ss1 z5z*;~r1rnZFp5SU5;P7$JNpI;h}^7$hYu6m=~DdV+YM=G1twpg?&8+V&LlAzMt`;z z2&X+q`+r2vejFxX7-F;{(2Xf`LUO$R4ZuP-$UwT;Jk%lwc&e%?rkeKl_7RwUEJ6f9 zq$OD_-=gplB-UoMOO0E-BP2xhp*ds6yt^-3&!99o9 z<=rnFr=9*9Q;hf=5C;RN#{1*my*rvUH`QI6cJpfRlTVlAQK^X_JUKDZ0VIzJ>F>?2 z7aJ()$j!xdnk=eE+XT6&D4p@eaX3WpyazfS`VLXSQKCUTgRyS9(SgeGNkeP6NJ-zj zcW);QH|Fek6F(~}D}jk+$rij4650^hQwFiVmr7-4a!Buxa!P~xUO~k0sVU=PKOsNJ z%=pdofB@}RLS_G4kOxiM6DW!}vRDrwexJ;=&_q;FPB~m>ZfYKypYGrEpHd!uEwnjB z^jAUyiOP)$LqZNQ(g3d{1p^xFFxC@+BOgEt2FLRT>;;+VNnr&s#C(N883q4^B(9W{ zl#bGBk7B_Q#L10J25si~L1hT|QpDQU$*?BY0KqU=r8i(VPW^ny-}7X!B0`xECKmW2 zAchfG>u|Kf2~R;QpS#z;AU3t1c3ZkB0eG3JRF^_qEo6?5AeuVt;Sta(62hU!NAC$p2W)?hI4fuVvYB?rx6cG3I@xBIbwW7I%QcQ9g zI=5Lfin=X~Cv04+6`p?L^5SL^v`!N+T%48FB z2-EQ2LcwMumEK+e(^3F^9RY8+fhm#!2-TA!ErVP_qhawqc=)iKlCn7mkebr&S!H%}53A%O|)Y9uiE%~;K)UI54 zjSgRtX>Wxa7mjqItjf;jna09(1FDYSVf{aNwQ@pdMJ{ z^?v;PndlZsS0tFMV_~sfA!zpTFiAjeNS=rfp*XuTz zf!GA_X3}FT#W1EQt98@QgGd?-VJ_qhzpNC}oja5mS(bpGYke8Zy2Te2#Y-T2I z#^^BA)^0yaQeU)QD8tX;k&%;h7yqE^*eirNZ33Fgk_;c6NG0jnVRV(uTQ{>N+x%_q z!bpoi42=m}!)Ea3eD)dZf6adIWhQdSV`;J*f9*Z?G`3-MUya^!O-)T8y=MfwVdB?3 zHiu0_G-2&jBvC23lQ)-dv2dRnt1~y)dXGj6>%M#M9ydxa`U;X<0S$XJnd11@Wp-43 z>C&aG+czO-7OEgb@R|cM7({3p?Ws|w)xIMO85slR@ZR&xzG@PQL4hR68ph7kbfnkl z-I?`$1sM&N;_|z8?TSng=1x76L+5z+^ImrGYOt?z{L62-K8@ z8Ax)d?;J*r--dKYoXCGG6&ApCp@mJ}7$ShQ%7 zeHF*{?c6Z=+{e&33XaMmQI}s>C{va!UimMSx%-$Q?$9y&p%74CbgBK+42vIskXYgT z+;|RFa}eRFjC7{nauV5r^iB*s?YK!GBGKPm$fWCA^P9%;4Ls;hV|@)#2t%+M2im;v z9%?OYPjA4FJTOX1DTNu2yO~EbbfKNEQZ3gq&w7h)#Dj$n(GbB4&z7#P$dZ@hCeT{Q z8oZt2iD(dv1|A_HRpM;EI&p_sg`jwZ++*StSuN`SQ02taVmF68jEKRtYb|V-8#=Py zaS)4LXBta&6#U;9t=Qq`U;DXq7<))05xPb4V;LD4Pp+2|_DTRvrAbfft0pqOPZsf7 zcyg&TO@k?NYJh5I*whxJT5Ph?SdjwQc@_t6>Cl6rJmp>T_E-}3NDFPBHJ*6RDcQUP|DKY`84OwDxFet z>jRcA0%AbUlsKO_b5Z8Gv{*Z5O2w-aONh-cvUCm#?lGr{cqpbrS;JvSXA%vWNXN*= ziI1?3X|0G;2gCzHltnL7J$?F5vf5@*JyTp*S$(vZY&4mrS7bTbxo1NF9t!PBaAD}` zPQQ~%g!8$}JsbU{ozYugQjS#XD8Sx9QBl#R@#A#kitt^)lu%r&`*vsOqSV4co*X4n zZYYMtGA5JTQYTY~4)&(Xu%-1jX4Tn>s3~4YIR)i>LkQUMUop)0DD*AgeClizk_=^u zBngR?SkG*EzoHI8?f~tE_Mn?Oan)G9BVxnB< zr<;g7c)^D+2KH=|em#_W>;$-o=(s5J=^-pel*ml|7}wALh*aE)wPVpuvp7NY<=*zp z*gLq@CeU$NhIMpwXzha@57VI1NHWiKk)=|<4KAj|;x}g>lWDve&<3kM%6_xQ&1^%p&vbE#0Q24Kd z_)kHEs>F;WX>71$0!85G#Gra_?$}C9RRVqB`@^ogO%Mo?O0WcL8Fq0*NB~K%` zWuOuwY?B_^VxP@ zq+Embzzrnjng@*rt^*S?4LN@@_P}fO5R%Qth!Pk>08tdiisXRi`se555!7^zWxmgu z8|5bfJ)Fu0IpR|k_3BN@DX~d&exu;VW-Hbw1Lup38u?8oY3Xf_hVl1^v zzoHrFISt;$YzsqMBd#!T=67N*G~ZdbWrEcOjgu(o2!+%_VZ`eC0*?~@}@ zFlS`RgvxSA7B+8;#sVhBAg(W`z=uB$n<=tjtwSrULUC6`@hE;Nu8y)=ER=S5&7P)F zKkWRNn{Jx#0xYhAWM|!14{-`p0m=#-DnA)aV>S1&Zpk3wKOx%$^<75;Cn;5V!5I&`1h9{3{j=)7;kO z%|l;SbE9nsnW;Y;K!?oI!{6&<$Ca8v?HFCw~vxXfaZlqPIz!JJ2<6_AyXlfH&wDj@+8w zks@eu^X9J11-YbIcu(#h%6oP!{6KM9y^B&G!WP3IV3Lw1gxyrl`#ydC%q=eNpDap# zM_&K;Yu%Lp>)%=Nb}hc#j}hK3X!rgbZLx+2y5U_F*?o6^gVTI3C%s zY_AIF&L&8KY09@?CJ5s62w$!5#!&#{~QQT z5VGUqD9weinu(-~l$mW$buggJ1v=^Kgbx7sm#^l}e1)Y%__sq>MA%5By52!Pz7qX9 zfHQL3-db?TsW6XZvYCU(W3!#KMY%DCvyaFLDU7U$5BLgM<_%f4;0Q!!*-J%}VK&$` z#dLIBN7EE5O-C7L!ezzgB}++|X!HX=T$W6M`hf`R&^`q)Tv4x%21TT2DjC;8Ryu zU%O4HzXIo40HU1?p-TAh8X6nQdNt zXul=G!e0D(jlm7Iwtxh60wS<;NymU}L(})=f}Ix*NtjT4IJ`()I>_YA&oTP4#&tnq zH%+AdeXO}P9J{P{!)~Et6`gWKY{7Kap6uR`Ep=}5HNq6*z{{(hSL>raCmR-TXC&bE zVRu6^*?A^z0E<7uE?&FVdSSqfK4uh#Xg9EMEa}h2wjX=uAE+ zzpr1d_iJq=yJlT%uMaKffQyRL2Gu`v7JIBe_KZ-OsqiK!6I=(I;yVo6K7abuNs2Z~ za0K%5Z*y(b!WB-?;duEjE?qcJN}A?x8ggXr{>!WpV~oLsxj-h_Q3w<@ zwWK0qCl$$YV&57)*7<5PVaJg080iE^z$m?9B94$L*kvgCGCZ^5s%$iC655A627as< zIEt)QL2xgG5u#fVD+RXam^}MJiiL9gMEo-EjVpmuJUApt267ho6D;ik(j0M^4hOMK zNw|*;2uvRm%|Zy0%3MtLE0CP7^xVW7RDB_%k{!OG5fHBG>H$)_uww?h2Nj_J5$}$% z9jUb_$G-G)^pP?d{u{XRg(N>3DXMuEfL;c6rh=GGvIZ=ekk}c0C@ksn`^5wkkbNK^ zuqrrlB0-VO7_>+FTalkN3&dxfJoyI!y{I?f7&=ODVMv!i9<(kED2MD0gZ__|@~%M` z+rJ>|(-x^gM1gcBv7p<7E@Dp_VAUwL;I&SR?pc^IxiP2RTCX8!ebk^}6XK(LOOIgb z+S*;ygt*uR*uzA74r;GQz!6&$HidiRzC>Z`;nMAYN8T(L@yq@Zy81ucr2h-KuYZlI z{j;N1JAbvmG4EY;SJrJ;_uHa8za3cefPTc_+cN5{nhSA%wkvzDyiL8nm6lI4;jyl^~t1z;2enU=Hw%Ea{s;bHm8wff9 zbqL}{`)*@`HQ0)&WBA;Pcja=w*eEY?#7Enb3O3^n>m(Fz!?_(dPjfhQ1j{~&iipU6 zc8$(byEwDrhtq?g3n1FRCkH1<-lHTMNvV^QoWGR8)Z7hKzpTsh4m+U)j-L-H7Q zzg&28RzLx#bomQiYSUMk?d6c_9_bR=OGN0_{T)yIVW;%5+WR!GtULrwO+3i?xFsucIz68n6l)lrX)up&m zqK<<&yu_w;+}}uDM|5mDm%P+u%f2sA1Rb-+kkq(_MsJVYfUtcJ62wCJb-_$VyD3Ddt?;p)~Q z5ie-n@lEy#(3{(1`?f|Sfp!n8uH>xrp5kSZ_r}SokVzLA897=@wq1@-jBz+3Cf>%H zGjYac)IId5O)h)OUeg>F8M^Y0;!HrKpYHZYX!YJnldn=J5CN|J+b30bGw#@#AL4G3MmlmzV5LVZ*QPt5>RaHfsE<P$8U z_IK7hbjR4x5VOgL*%N^My2qf$MwkHiO$%Q8`gG0K!#j~I`gOKjtnI~BBIRDhpJQWE zQiQRROUxL(-biJbGXg|#O}U}fOQMbgQu{-HG(fU8B09PVy1!R(tPkiDJ#T1<^ zP|v304p&A6gU3wv7)kqcbs~U9?!5M`A9s=YkR1a}m>EmWDMrBYh2CtJItqY2XW(X> zU-KI|H`T-NL-MigJiFs^q_E;;k(;rC+#iO=8`wBw(^%DNn3BfN@!^8lWmEz&Hwn4? zk={BHypxLU;ayWi-LuC|UKn$9bJyv*(Kcu)`G{0?FOKF)Z~kL-8Qe>4`&O@XSW?Qm zx`8lFj=-_4Ik6zD9(P_G{l^V(n|&8wJOzd|eJ78R$r4Yj!nMi9W>0l#V~ZObyZGf? zw~C4iQ(H;MKikA@O);4mHCJ&Zl$8CB|Et^1e^0AffK2}_-O{A~+ft`*#A+gy51g26 z)gm4$0!%lc2%hpGL9T(|ow>EE_%jDiVk2z^H1R#Iv)y{i`05`d5)}MKvJwQGCI*~- zZVbBq>H;Z~QWL*vXf-3qoe%5UziFmTzNJS;4wC!p)Vv}-WvN+*4K{zYscpl zd$`X0s)v)K2`T=w2WOMp=7sYe&^(#8mUKRB>aLt6`=t!~v&Ku%+2~x*j0-laYkya0 zC8yzZAZ>{W8%b}Vpivter@LI|+FdQH_1!BavkUncEu8Zc=T3Q%kmkZIT-Ly_D@B?s z2>bdZNg*aTe2<4jV&CA>)muWKMXc4>g%{^858C@@-DPxYv99npT_+=f>~k7J`|Rp( zp39O<#49M(mW!il76b2>x1%C|g`MMx)!i1QH*1V)LFYmZDQ=gZpWIUf!U8~L)MUkQ+O^AK26wWZp5yuk`jFfl;; z@Rw{OO_rPq$ZvP7zzH}~x9177ElrLTK+w(+p_c{nr`@U3GRJ0%_UWC)L0@gJEwk7Qkkq!Yo zlgGgs$k`8AH58M9v@A>=VX^VSFPuSaW@*8VB8IXAaZ2gzL zr-4vFDG;3iHlXcr>`9=~q34HXW=ary6ng|UnB)7UC#f!j5A{L_!e+No!MG;nXE==a zy~NFRNh%??=(3~L@+#r2f`%8-xIA-ad(B4|zqWZIG4xepAa{wsWYa$bNn3i?)8Lh1 z`{!ApIc26Uyb3V;;@Buu6{N$|$j*X)>2R!zs)W-pRjhzYuleZM)-?Zu3YuTYpOaZL zjC`axsoTJq3kZ~piYG|r%RcFCV2nHT;!5+$_|#jK(rnr1yE2DMWT3p46RQ(_9ENPE zS}CDv@o&kz3=Q3faA$qTFTfxwIdXHQb2k&(t(V^E$@9`}4U`-_yU z5Kp;+rL5XdA!_YK+^+U|6ZQ^BV&+6Jg#nk>Aauv5KwZu~S1LFzwB$48K;?bZ%d#RJ>zWioHj1q3ka+<5v%ENu!C8 zxXlphi?~W#0ZbOHTZU}oP$0ReC>8Mye{+nj{%PjRAx#$e;!qWmZ+Dw4AE7O^5~qi*Pbj-zXSI-u<&>ej)ivnm#1h5)tJ zV6S-UEjcn*cw1SbdoQC(Vl$&Y_UiZnAdGS})f-r&J&}_TFsn~fQByOF%Ni@d+k8mp zf*&8-1QAQnpx}8?khC;$28L|iNG3SIx{QjFF9(+EgL3~C*WdoqPB-h91a|OEHuSsr zaQTXu>q08@=A7*~M{UgZ><)kPgOaggWu#}&Bc^S;jOs0dL5!^e22mUk-?I(`` zyv&0e^B#KTu=wyAhdF^@R|wIK^ZQBK^+M9p6Nf_ zQ23i?2v9s(ErQrab1^{l2w`_%spMj;u|jp5;D)thO2=TtOVDbO62AuT%Vtp(cHH}6 z|4Ta}2cl=OakagsD8r_`qXxr#(5-4gCUOFJ!R;#}5maVncNK#TSQn zA$U`LJqZ2I!R}fNmbyPd+UeLzB4YmtTSkrWS^b)Yc%oOAln&v0uY$=ngOhsA&y>y= zz4g(p{q`2Wr#M}&`RL5%H1ms7&)j}NzOC~?(|79DYAQerz*qS{UPv%b_WW#rJ4Wnl zyVQ948aClWWX)q&7_-|Bny~P38*)re7FV+$c|WJl6FpFF>?#g1Lw)LgugZ%#U?!8JqBOw{^Uj+;>np_rjMk=^*frB2|Hk z*ZfGZ_jHaW5>JN}XeS~cuC z-#=fBk`hQRkRZHMKBSos1RJf3<{i1q@3adFmFd4+wZMO*yG6%Xd|0`kOiTY!)k~LZ zzqOLjcX~Cs=|c>`d|}wj=3ki_5^`<1I^pdDKlXtiz`rO(?{4~LfL~FZxHL|#z`y@S z^fSbnsF0bkcj09r2+!l2{|zL=|BboZ|2IJIyO@cIiJ<<6KgnDpPyGYSABF|3n&UAX{`MM^Qk zpQMInWy5zW#zH4`hzKi~x@<4UqmxPsP@Anfg5BE^3;Bp2VTrACMu1FptxjZ}H4^O! z&%gVA(O;OCRomi(%T#$#8(jPnXoLO;lkS0;Uei(y;$#GrklvTkZCN7LehrUJNk?)* z378XMZ)W$jXV456Owdw1_v@+abgFAzM*wz`6ao4NfB*^+b%t2-XuPe%LGw;$Jvd(a z`T6x)Hj=66zdM)vDLx_$xk-YZb+k|m1+RR(U*spmgTvIfR3k3ihOBywiOK&{MYQRK zn2DisE_DFBeAd;~^=P|Lr0(>=umC!qr6z{mV72sevQ(rJUV@z-Hb(QceNaY^BE19D(KJks? zl;B9xDYi%n3grOTBDLG(!J6Qi-N|vtv-J(KAF)-oie<|Yvcf|oJBdh>l>))rutUMT z$ju`*ILLYbtEt9@ra~lOrf1AL`nRWXqx?QG>T}*_H76RTTjyWcX!^?dRt`kJ5a7x? zg+oLNqkF`2^|4TMn)r`bXVxF>3tbj@fBcT* ze^oV%i8LbWEcQ92rjb77)_cZHb>|m$J8krA|ESoE$k>?3NN#A+op`-lpJ#H) zuO8T?s;Qa&-g!*wLT#AyTug6{!TZHQr(a~w?%KuZNt7Y;>i8m*3L;n%sooOFLL=-) z>;z0P!$pqtH|4|v|KvOTKnHnj3AkklXWduy<`qPHeDO#a^3F~K6|%As#3P(uOGKR> z04J3A5(7W-{xii;QGU_D1_c-!oEIlfc&qW!I+Pmi_?>&+W>$>6b)e19F&2m(eC6N!?}ZPP%| z8=opW%u!taTK3^RzINwIzTPr%spg-0F&ZhmW#%(R_PDBJVzI&DdiDO@_43`~sZHs@ zg|Bw185*4OL03Fc^O2oQy#Mu1+5g+N_nu{_txIJ1VymELmMw%r0ueZ`KW59IOdR%| z@`>=BVn$HuuF(_c=0=8sEESk{$}*|LT>1Z~D~YG^hKXG4kFz~GlGOj3ilE*L-#c;A zqB#>k`4i9iOKwji;B2Bf5zi<7|Mf_b7Wc1WPRz|ythw$?JpIrQ%;l){wzZ*&i2~Hb z0k69U?caplj=FIRcw^kWcYDU8aaG1U znf?*84uMrhpAt7~PBGtVVmdF}zTD+cDG%90HMMUEDAi%?h2de-fzxoGO z{bw!Q%@@%tN+gDhtdYwk34Vw<0*FW<`GWoR@aP1{b~b2b0v64=MQ}RrIOFM4KTtfR z$)-|lW5^zU+24Y|O(fF@+zZc0`@Ss4ETc1&CiS-)`W>z9RW|WMQ|m2dvO#Y`flE<4 zzY@SgMB5t3RU*e?!IIB$*k2=UijV=|{z7;*0x%LJ;A~E|?3dPLj>AG)kdqN$ZKuod z<7taB%808m7$#Ik3Ta8xT)C?W5OVfuxW4C zfMSZA6AvDd(8v+C5+4+Q<~NO{0*+%nFmRcxz3Cx%U>4Z^RBA*5Hmd8!W#MN{JjxI| z)6%)}_2!0r;H4QshlpXufpm9PMlqL-7aarZ#N+U~36LOU9#l5zQ~QF5nvCNo;%N;a z+A+-R*j_Jn-I}%pJh~*3IcJ8DY_#1YNMgh{Pw#mBZ~?&KCQ*U9Snv?jwS8VhIf>sx ztTxhPz+q#Vjp%Y2UqlQmZ9gCD{6`ibQWfH8!}#M-=kX)9I6)9Y*Knp0tn0}lBPq{* z=YGd-S`VRR@p}j^K`J{UGV)TKGek8T5A*J7n#;4sQbZd;dB z{Ir9}*&;_%U9;_}bMExP9}w9V!~Jz83g3eMQ_Be}f{O~}NBCF@9;0B7O(9BPm5tRT z7zMGDS_U(Z*asexC>}1j-zCU*rRQIb9{z_UG|;$zVQ3%Y23gkM{9=IBLsYJ=+W$%W zp%arEB9N?&jZIbpo`+I`rF)5)f<0dKPQ%4wSRv(DbzJ#aN&$CRjvWxGw>Z`4H2hNQ z5K>}OnF#nIa;cCtIB$$c=%=^&nUnz>^kj6$*7diL3M%~J_YaFZkw{0_?>Qj)Ta-;A zei2LRkVgDYfHj+0;wn1ko7QmwSg-K)tibYZ(#2?0ahoFFsPW9nY zoc~vQUmlJ1{Ia4x3W=}GNC`xH!qeKIdp-_ehg;IvL zA{kOrJ;n$jd9RQ4+rM|cYn^lcIO|obYk zLvWK=+31D+Fh3B{^+=hW{aDnu~+6%3glY^5V-KWflb z@piK4u;Qkh{F*AE(WudsG2E2gi16Pj~FRrlpP+ z@Fv1M!ZLnpy*4!fXiHGj)Wjj8)A=7hCSkA0^$joBd{0k2uW=&Z1?W9oaf1R)fT)CU zTY=u_7;A-9*cPBDr1CSFY!L8qK@q7w5X1c%AVfvA!_s^wfg^eX{@xYnjW75ou5nO; z=Hpg((*1VW8bxDr>LM5g|6!$3-gkV_>MI#5h%bs5~fUe3JGGa(azEMY!I_Dh^a|Y#E zdeFJ^M88#ku!ytgFiCNf2jA4xRJ2odH}=`ixD9D<9e=DD-gM8pdSl*3%g^xF@&qmM zy6y8G3Y_UZ>kg|b*Ka;*)UxNfs9G=LScDC_H_6q0$$9H{opz_ zyDL~VfMw601>EDl8IkPxscD`JUg^V6-xFGvFz+{-9ho@)Nfkcdvzh4xXX-6nd33J7 zVkTmAVayq6(`UTj_aCXN!MpbO*0a9@1E#vZg5(M_MNo&44=0*Fpx{BA$XF39bO?5K z9};y?M->H&&<&a-|De6`%yx#s&1H-x5Jj9s(8^UULzg_(+AJAmyab@|7Q&;02P!D& z2Rl9mpw10$4b!wakW;D1K(<0eG3(a(H%k4mQBQ~W$@{Uqk>2;A|5gcL8PVH%O#b}8 zXrx!>mUiZy7Ut%c!9NfMB{8X=oS}|`J-=O1QPJ0hhTkt}=DFu-gFdjM)pJ9F01An7 zd9n+Tg%*7#p-W(k#eAyg-0b>^eu+?~$Po^72E9~lM9LwB=BRykHsmTYyO!P?^#0W| zvUfrp9{qO83UYZGZuMSp~Tf5uCYlY_9iAjoF_ z@0o}HIx5LxE0&WJ@zGzlJDzOa|USCZk7lL(y_axGU3 zLD3vD!9!6(c>g8db>sNAwpT;}gdj=$aAWaT@MLC!pC7IUlr~JI6LBIdLu3b=pip=) zUs$=B)CRa2H6Lkwh`xLKc0=IFI-medPbw|vufXLBpLe9AsZhS?5b)zb2LuG-k9{{U zZ}`OgrilSx?5!av5u3@;IJnqp$BQ1xbX>bawn7v7u;!BJWMOU8bnI$@5q&N}l*t?0 zryJIN9#kSe+h?-iF6fhdt73782g*mw-cP~i0D@&YI#p8%?I?x^*te$^UIHddglkPI(43_XO9cW`!JCn&lMoq9|vPI=Ed;{lDd8Ld4u_R>)DGLd~rw&(;Eyq4St#GD1 zD;=AiBiJOGmanDxRF~T?+zyZHf1K=$y+cHeP>T?iE}jt?f&|f)ffGm%L-%eg?COZZ zkZ8_`f(aVvBWs!2Uo4#{x{Q+J6$r{DtHMR3_qZK)-G|~+a{QO`{jrswYw*T!l=k~Q z<=XB-R9D9ug|3o_9r%gtGF%>Vebkn5y7Z<$i(|E2>h+>BOe9-``Mp%;dhtn_M)+I#?*aJ&aN&kX;v>Cds*0a_2 zbo>p-2<|)9o~+QLf+&Y|4&*|ALG(6m@;0Ki_=fJ4UL-f`wL*MnP;!m{t)FX83co~3 zD8iQ}k04<(NhX?6$Y-BJzIDyBpj-+LUOx5_i__Tq?Ls}uGT6(pgzkXWz?I0jVC(6I z&fmbL6e8jRR`DDP@DwOwJy6jR$eu9p)G25{UEnFAKHahZ0dfsez=fg@#vcne2$rcC z?~v?ZLLL#S3$?i)7~7kuP`^P5y&KnG2^0{7HCgyANEtp}$eTJm_OhoV;U(lKLnta= zpzHfORKpV2=R599o;C{;M^U>Qh(q=CJ)c`(2S~<8lq1kJy8>1z|9D20Hq?c<`!{%X zqWj0B3@@U}l2rei8BJ8LD4j^Q$v4v2FZ{@L90%o)#i-U|j@4o8Vv&fR0gvcWD3o z5WQZ-W8i|_# z1()Rj>A1TCeY`FX!eFp97}^CQDI!OV#L|};nyR=)9b42sC6Y%sNrryD#Jyb{`Ec&T z8Y9>h{Eclyu7$u-I`+e+4lcj(toGwZLr^>Up+)oy@}CwoKKr-nGcEUUU@<2VyS4sd zNC;3!DvoemCj_s11=ZyRG!jUK9yi&Gw@0oQqM|gR6>t$%B}7AZovW*A5CPv-Mh`gX zrV}D36dyGOamF2J$jr2-4-g$TQmni&l{$3TU939M=mvC#v}mAjN|zu#%b+J1uUBN9 z3Df}BqTR_Ax9UllAnQN?Qph?R37AI&?Qjzd>%GFPS05Ujvq-)HIiJJ7&n}TSjDQCX zlNeCB!@WBa2~dP<7NCq zRYR+YewFcCs3HTK!yppAN~XLJ9ei(}s>y5gl9Ss8LZ5T5dTvBjEf~2W9z6VNG_*AD zuq2Ce@b0Ym10(`ODM>(NHW3{y=w6ygaKYvwPep|7Gfj+tjyfQ+i^}xJs#D_e#gz87rim5jT$Q|>(pPqtayq+tJ?A?lcUp08XW*;5 zPb)O}wruo}q#ccSI=w+a!rk!ZAMu&5CB;8~Z~0x@L(hDByJDE`lA4b2tX2$>(riZ(wN&_{75)%`PU~LRr-X{$WjBpT8P*8|WO5)(>=T|`gBzmO=u%V>UARmvr z?GT!Z(U!TA;^OKmrmD&d;lML!yBxi|*eEGFCo~WzV{xpqGczd^&NXXJc6VE=yXAc0 z5)@3N(L7S0IQ`NyTfuGB;jQg4TT{l8RYn^gMnc2p)$@oeP1UCXflxH&3H0Nuw{PG6 z3uph-*|Y4CS6H0f+@#R`lSmFp2$H>G*nX1Ih|B|3z4+H({8k4KKG(Bg4~RZ_l9QkR z3?RrA6qv1l`1C0nWowzuO!j60nN6DvktG#Q8F969tX6`jh-+)S2)~PkrKK~zm*456 z?p9;wD8PI5Jw3LJr#*D@q4XA+n4OKw&Xz#q)+unh*~P_N4iSr`T7?)3VOtY!$C&B8 z;Ea8Dqom}ATbgd?o4ebT75O zdHc4wy83$b#;0uc=112i`j1(0g)!opjYC4zP^(LDx1T$AuBfCW20g}Mf8IVPfMqr? zGFk~aH3Q`*WFTi?ae}0H1$lp%#n2AhXEjaD?4qJQ7IvKN^4oT~4F^;NnTQ1Lze1X! z7;#>V4;>PNVRKtYM+_=}+U{x@Eym!E>FDvZok&!?v+0^1Z76Qcv@x*B^5 z_Jed3bcaB5%aQrUgRbO&>+m!c8_>|mNK9Uy1O9T9NDSdYvYvhOCWD^muL< z_#vqfWz_q&zH%v-?kh;6qT{niQ)TvDw1JOE*P~++P+lmYHI;k~loEWJL7U*Va1J)J z0vL!%u@;cgMJ`oTRCL~Ki?g%yUVHn^3m+a;RAk+_q0g8=leEfvQwMi29Tqf=>+9)J zkR9!@v+Eu6VP<7DK#l6fZ)T|5E5FtS(;b8OUH(c<4P;ibEU-OYS7#80f{bF_KnFJn z^4hSxdJA{b!I|jq+qVWjr^T?ugeCh*IBmgQK_9-BVGi!@GGl#@6M$rg+GcL3E$AF} zz04=Dm3vW(R$$MO#09-UEp-22$fAM@Z4MqBz`8sN__iiMLkMYo6n0KZT3U8~J{!hY zG(vq1PRED5XQXO;+Eitn$-xv(Ztm#h%=}$2@ zT84&(j>x63UU4^Wh{24~7v~!<-#=8bU4G{-HvxYBvPu}>hOQxImHF--l~o}KB02f_ zF&25x;9IKzvq?1#4JSCiSe1FL#|dMjz)RQI-+zmNfdLNE#`h~@Vq#6I2!VPF&!OY7@Dk%e0vwqvIz$PZ@#{(iw{l7UwbQ6v3!m$E-}P_oy7?t6{SR~ zrXxyMS((Rx8O~qy?&ake^`gg^=}~mV&FvKOsTZyAk&G%Vlm`tM2Qa>LK@&3o$^M3f z=9fqR+P%Tw_ea0P4;JBZp-s}2h;?t@BK_~IfgsR5BqZcX zYb%GUPv0fyRc%VEzfDu;7|ey@pdx3dJi@$)JDNPWL$Y=DXdL^mLi&sI`6*REa3#KfdtZMc0qedNxKxyKCf_3)UI zc^Fdq664Dv5$giKnq`;iVz*P;CVfYtum6d9?-a^$Ml_Fep&y(gA|et7U5npK(X8u* z*s;iNt*XP+jn4_52E_D2Cl##GGsM;+*q2bwHz&O5HK3=bKji62rX7>@0D3_6Y7{x=)6_(~A&T5F);1-bKhB)Qo^5t* zHDJb-TU%GR0*tRvH#evD=ADjvA0Du=Nr2x4H&X6X#@V%qVmI2|&u3(ug%ktl)d^yL zifHrFn|rt3NR3)pSdb4yzo2XBDXIiB3kw}3)oWkUz?Uyf7+|^H7K1!%u_{P#V>k_} z3-8}w0|z)h6%QVWzcOW5VIXs(bNIcv6-92bSX@HFHFAfc?yFW7B?N(R-}49e?rk6Q z7g?)YE4Lv|pbEeZyXz*^~n1pH}cb~Q~Eu1d~`Ab*;e)Ix0hdHl-NtK?e74L_+eU2Cy-FIVK- zM^9>N>2Sw3H8<0@%@^&!MG8mf7Ih39<`fV}z&hf^Zfg$H#6R!bmj~zoY9)nP9qCZ=4ZzQtM;BAwzJ0c zkL@}9{r%O{)dv8S09rd)TB?H65Q$9B8HHSYLPGR~3tW9CX6>x3tZ<#`_c@M?j&kww zbq$;vpwTu;zcc*t36WY%OG^;Yd(73Vyg_31AEym`|R zDcSwIJJ^*_HpnJ*Zfy!fUZ}~C>QR^%7yS~ltpmdKxFqn!a&rEZYK-MnK=ASM+JqSi z-vN%ZfVpdGX=wn5(1vlxzfjjdLy5|{ZXF}!oKQ{(;1Ar_I3Sb&=6lYn+9s=iBOV1F z)Q8aX9iNoch}wb!24|36tOR3G2V6!03_Jq^gQ&DL6U-8i75&oZ;K8zEjC^6)qVI!61-c+%I0Ej>Mgxazwq0%f7zFM>M< z0~6CH6bvca$G5_0HWA62Fw)3BO-<_oL%4Xgx3xvSc(LPMGK0Ha?+vM&9ej1KU$4O& z7ByU*7~4yMyqsAqv)%o}=&0Or3xvQ!XhB!={XjvT8H36|TuqISY5#aG2u}8gCWiV4 zIE0^~Y%PWrN7wuJ*}1taI7uPs*mikIDY5ViM@61AswqjkBuaBbx3D2RG?-Vd8lHH7 z5nW<2oU`Noyl@{9hvn{XF9c{O;6Vn3oz0!7fMT*_KBDz!QUwt^ z88EkZb;-nVif`V$8<%}NEVSk{0mK(fOighkt*C>q6pTm{kQ$X~J}kSwpzzpUUiWHz zcskPN)97$vHri_lJ9jlqNJY@&LHER3AVu6T49?2W-w9hnR=DRVLiI6MiBzAPk&#gx z0~e}sXr+0KxDduhCJsWZ$t@)%l~qu%o4K882aiyFnKR;*p8jpa3={f0tRz5Y3hNP3#F4d?{En;XjbxbMf*@3knJ0 zqdSkI0OJGjhFR5|1|{d#Qy<%-QD7&wO0)AdOcupcquUiVH24Q*LV2wr$&v4ZoEWGi;vj zYikoNvA%~gq~cM;QZ;8*U^;?g`5qo42x|11+cjFyRV7^q2O50)=dCSGO`IUsxK^)T zZIIp0jIewmJ-tV4^W0`!pt@gA7}hXu7Q1=05t|h@vwo=#HZ*=845I`>!;F{*=#Pn# zi8=?P<=r0+HuUyBwqwz4t1!HSJDcRlc=>cCo0)urgBt-5$fe1!ijm_hs1wGAd>?M! z2D^8!#w5Jhpf9&|&W?IXD;w<^mZfe1E*U{ViENmdF0Kdr~LLgLp z7#>bQivWAvYN0wrdrHZVhAj#TdRA6^kynP_Va~+X9p=IG`wJsrDygij+;o>^ni>=w z3{{i%;O3LJZ{H??41dvOt~yJmZFsuq!Gn6_3cj$sJ#gTFsIIOEGzI#;z6u16E_kuc zd&iPOAd4i|qA~*Z*Ee~*n>KB7xlB*#>go~|7heI5>q*WP$Of^iM~YHUc6%CopUOu( ztPJ*n>?pgc%C@?-qk{+bfH}FjwMYtGZavD9!3gSY$fa%f4UUeU1;p$OUNZ#9?H((u zcx2`1G>Y+Nj2GT=)>y(h0gcD{g`L}&=^ooB!8HpBBUB-bATClggEwnwX#oq{_ccHx zT{i;L35ESykQShdtqnkwQ;X;L%pZg)9pqFQUgl3EttMTMkE^08 zWX@DkL?#xCuY_x#?ukU2EMS)(&GU--Ltw;yCm`5l(e~;~Q4su{;LlN1R>s(-WRdeJ z9w8G0evx*3E-zcOytVa~be6-F;$lT)y}q9s*zqz#Gg4DhNEVBROXDL){(w|v73KcB z3M#upRR|aVSw<+Nx7*nX@fbxR5b_v(JO81qwA5(ZwrE@9oO1#I18c$Mefa!&Wv1&9 zM?XI$7$Y5Wb8BFcYUiFoSx0gImhI{2C@Nw|C-?mcEMHxwrh)Q^ZP~&N(1+}Aq_%_f ze@s{FgiJUJY6jr~@OlE4@f1KczzVhX_4L!z)1zCX=^`T|DT3Nm9+cNi6mXUFdd-s! z@H~3wYQ?bQGVC!#mp{T){|xDa7fnnEpkql5bw*~I6kwa z82iFTM0Q6X9}cW@7{Gc=)YRLyjUE6M36OwiK7nPvf1wg!MhvGPugf(5b!;G*t%)xT z5qJeGRxg2{}K4jSvX*yJ3FTmX>j^U+*h_6^3L6MWq7##8XmJpSv7*?|2L( z3-FLeL^*77Sy^@PK>g28-R1B+dUWiETkXxY?HAj(HVFa~j1!%LK+Bug1vAN<(EZ`= z;Za8b(B085fjJxkzUJ=b6;oNMiIBl1EPM`i;q#bx_4-5g-4;PwiM3MgWNrro7PJfm5_wzfMmzU?2J~leaj`9cx^b^osJ_Sb#(#9Kq zf5VoF0`fKhpf#tU;1sg#$eA~tFvTXx4=XF{hoK=UOK-{(>@-d7xH68)ZYMT?LCGgx{h!Hf*@849ub-6?~HS5}lJ+gx2YfD(+t^1V>pW^Q5e z_Q?4;nIu-F(>b0M)ai{dK1c%4>xe#lzfJ%LPH<5dS5V+YMq-2#AKWV`X28gZ0zD)p z8*UYf*8LaB@z;*xXrdir4QB1dz^+If6+4m~s|RlENrK}j> z(TE1|>e($F{pNWMa|-F=)C1B3er-okLB`l~Ox1Ttnjmt#Qe`qJ=9((WT z=qLd-R8=2tx7e2B`shqnNm|(b{Oe!8IUYH}fMq#z zIU`SmrhhFiVoCrTzmSm7z}K%bOG_v8rMN8(&3KXZcD;KyfFjfiY|c&t&r)mDzP1)t z9?JaapQHnh9Fly;)G#TvTi0?g58~MeH2!YKT?z2B2>a^kvuAYf@H`?(qUJZqj5?{t-@aDuWW^S#q8uA;g8-RU^Q&}kIy(_)1u;TUXRN;_3D`l9 zu5?!aYQ|KCJm|)fz zc*f9dt?}EAd%16TGDd%6Vo6L)3`4#{jW90T&_N|J@p*4|0T*lo9u!d{=c`s&pL|K+ zO<4FnLGQ(Smo;2md(o3$h3Ir4BZHlSlW%ZXE@%I~eG1?gV&dYO@A{P8m7>LOIYyfi z?xWg2K8TsDj<7yJ)Tl$z066)Vq}j#za91{^)A8|NuXdDK3b(!HE`0D}6wiVxTU0`V z9?_Q4C2%okOHb^16rXzL=4+AO4gm2*N29J^InX-AztYkMzI~hfX_g!xAAgM>nH@pZ z+1S~OA!L?5pit$CLj7O&-p4 literal 36403 zcmeFabzGHepDw;^w}I|$E6P@}P(TTh7Tv~DLK>t*q`Rdt*;@s42_kJE-LdFUw$dTp zpma+&oa<)4@0pq3{N~J@&v|Fg`D6Udo-tU@dY(JJ->dFt{aYX6n`7 zq$rftu@uTmh4pLkH)dT-d+~o(n_r;Htj90=^>=>9pMNsBs%TE3Y*8owtq2tk(WOv+ zrBHtpk-6(P&}^e1W4W|6QoHA@$o8$)+eJPnnYHrda2FL9bMr(dR&y1x@`w&Mv2Z89 z;x8YU`MhEKKg9V>A(85GA(Kuh3wfXsu9`Up4OFSEL6lhY~FRQ zFv46&<8`nuxn2A+k$iQZ?XTZb@;9&8`PXli_x|_q{IhfDWe z#fR%lpLcW)^@ar21W{jdInLjWQcMVbQ?!E8=5{b=C55u)6PH-}Qps@Bqm8>*&Ye?; zx|x*L{GmB%Q*Qb6Nc+aLO#t6IeR24T zOtf<9eYT${&iwbUtY1M%xhPs$HBg@*`~LD~8#}uQZ=TKSDE|xV4b16$B`pP>L*+od8IIOzGn^N^@Ytket*1a&%4;z(=*f4$4{TW;kuW* zqNCvD;FnH1LxuB-Rd?bPET(^`Q)`ER30H`F7qk?mq3O`6>H7B1KYv>oEn@F$$xOf4 zT5{mSoQA87V2E6Oef`Z8lec@hblx1g^d!HwRvtG~_36<@|Hn)<4vUL(!+Xz}yt(GZ z#;T^K#;so?`o|xC(1M=sV%MAg@ofVGgWTH-k7N?G#4wY`J&;{tApOS90!-f*fePNT0eIp*4{QztOE)iG*nMXy+kOy|=q`>WzKuIyk}RerQ# zhg4^wCpT8chma8dXA8K4>IixEM-Lx{-gtX~MKM08uR0<`J@;{MLy|r%2!k!=!$qZG zHLFi$b!+7~uXyt8nFsTwD_0sz5`><-uH36oBV4qLU9~D!Jy#~n-Ub5~YBks}JKgSn zgjyS|Qit=3dmViTs+}>KLJ48(o0;?ah#lkn2q-6Oztz+domvS=Lkj_987P zF_DW5pWW1uZ0_UD)k*sD{(P3#OifMoYNP#ko>F*&QKQnr<)Xshy!rJAGjp9`v^H`0zz?8TSK%iJC<_x%H}gg1d7I zxx_wy{@j~$Z`J7dxC~bC_C0%gO`>e>-aXF7CT`hRg*xMbDbh?gKX&x!Wo$r6tp4%B zlQA7Ot=eS)vI$xx+qZ6glgH$w92OS#@eT+u(l5); zKdnSJ(B1o3{V~c+2{z=J&AF$Wo0^I(`)ha&%*)@11gr1vl9mwEtX&){6ZUmc%M)pEYc#Ylv3O z)O-B!;p?4GKP%%gE(%_8Kaez6e|i(=p+lc~XL?$*vvDPxp7MiAO4qJE!SDC%*wJYr zZiHqamV3ImJHXLPh z^q~kmjn&|~EeE)s?l`GsYirx!KjpfQ#|IxP@!?LG8&mfQ-m`C?KE9Y?-`V1t$?s3u z$vCc{RB5m~2lkKLj)l$tg zH}B#24PSIK<8EA3CKd(l&eZXyFRuHl(=7FqbSp2n+K;)isb!s_Ub}krxvmeLmzHQX zcym9W#Z@xCsC>OQwCm$F%>~_j&lsD!9-{J@v^h65H;*O0nT*rO8_!v_<@m{y*CXU( z=z?iBC%eZNrdqw2#r*kXg@lCYR;cY_zGuZ~<1Kc>yj3?+Ow>zWpUI7mvL0?RGdHiC z8S5rBDLp+1J0g0+4wmD*yfeXh+SRG%+76=y$M|f=L(y#CIm}J!j`w`McK!Nt{V;0g zbKz}Hv#f0U_`uV{BM3b?9Mv?qg$#4L|+#_4&bz9^T$z zTZE=_YJ{{)8L1WN!&&{Y(K2YXDABATPses)nBSI^mBr*_?=(;D=8-H z2AWc(AFH2p__Jj8xQzJTvj#oobf+apl`MP35?>y#?Ck7|PIvAE9hC@(R7tn0PombY zitG+_QcbrWt_hP4slpU_o|G5o)Gn>UU67iJ!u-|9joD#gqLvmkH=Hf(er2JS*Rs!} za_q;IU2Mwb54H$}VzcRE%JiC2;-ZG-N_(wa9ggwv@T6ZUjzkSQ@$~a;o|f=yo-9`G zY}aaQzp%)Ldte0&j7uh?-555~2ZQr;xGj2axHyP=b6nCadR2|e5%cx^l?Y4&!Eb%Z%34w*7p=@o8oMu#v7D6^eNa4-d^gI`=#L-esPI)} zi0fiSP$l)s-`q3IvQ!cg5lKCuFLHWQd$6^Mrlw{XY6Z}SSFpH$xKVRj{X}aaub6~{ z{H#C}%_SMC`cbxvV4lS?8TRR~2!@{}r8e@ZO(-otbc(S*?e*Ma8RCaokN{WfdiWMu! zo&BN?Xw8pm$1t&~W&#X?{|6~`tW2K?c z()`%$c%=llPWi8{yU%=jyChc{78n><8Xy=E8F|WOgrKe7%8>mB7FcvJ3Uo>*MvY;C zN~QXo(Rh5#&E<_LL@J!o)Yk5vE-WmRni=ghG~df( z6q%%7OKw-qVZsxYE#&1fiEz{xUPq0N<}SI?r`7cd+DE8Iu6ayH6s@JSv5Ppbq2%np zk!+;m9UK-E#O#t4lfBrWOQHGdRfiWeHYybq6j)iuD=20g#$t-C25YW-#5xH9Y)_sYVA^G}Q z-HP7;kE#J#UJoyzPlN(dfN{~I_9WR(=qW8lsmeQb*=DFL7TfTm$Yx|@D37`UX&9|r zd5S_Aa&}yprP6{$z2BL4m)19Ma&T~I6~DGOE(6GQm>vI`YTnId)O0RAOU-FP*1W6u zMMy};CtS(gSG37*=@zC`Vul*gs)}1iKX4JBq zsb(Ke?d)D^O7%3?%j740fxhO)kzO#rz1(^p%)KLdOl4Ce^NJ@#u36AC;CPfIPWe1i~yk=3??#PZi zeN|!CL`AEbQq7YL8_zy+aUpeufZWedcX3+}DZ5-sT(xSIWvj!~30_{s$Le*DWI%yl zBqt|3E-hH24@ylnnY%YDZ`raXN;y?(upvo$xFvI9ve7s~^8MvBv(6`zL(LJuIt@{+ zV-?rg$vW(7N=-l~d+Y2>F|3cjgi+kEWlM7N9~zzg{SjDqC(oP#h8>qwPl8t{~E*w|MsuO=%cMFW5~sI3i=V8RZYo#@v`nPD)$c=2L&w$qXlUkHkN1sdj# zUAsbjxb?%a!~k}I%;Kb^q^c6MB_{f+Pu4b!9gbE=G1^Vdd=^ngvFx z*Vi~p5_eEVH&puY;ll~=44|h<4D8^}o$k+`RiRT6V*cpSqcCh(0w2JIEP!nRzZHQa zZ`j*sFze2a_X0BA0IJ*m%P)t(hzIKvt^_(vdgE)gB3jc7pMHLap4soho@j~{LL)|Ga2H=Z4{Q;m#N*FgC-P8A27 z2>1y*@^>)Mu@atEt_Wa4TN@j1bfzxzGC}R&kPzRjtSl{X$bm0;U%vPdkPbTL)+l=Y zI_DKE<;Ra6d85W^;Wp|463rK8CwNQu2-&9qiQ1G2PMsS^EowI0auV$7*8=s5>=g3)AOb&-JmbS&?!97^TwxYy{~ z@%xsF*t1{bjySM9#h!jPt8CAf#FLi*;+;#}_gMYrshyRlH-*If{`>m$5zqkisIK{$ zu@Z7&07tEFpB^p$ez`!l)C)yjxNxDky!=Lp16Wq@=i3FHo94?vV{b9+KAn>>)nZqY zlXJc@H#c|FrcGRg5`l5n78e&M?#p(Vv#KmAD%!MpGdFhQemW1fG`>3l48W!#dt$dc zld#cbZ)M&oki*`=LBpB|`7)3kMYl2V+v1_-bYDOqZb3o8655gL1e>2hjWQali_1Mb zg!0St{@uG`6rR^;_RF`8CgRPW@#DS?hS6n^O)>sYpgTIba{7VM+n7`>@J=ydVd2J! z=}s>-pI}{|GiT0-$CN2KY%!nZd=WTy8{5RGvbnigz^vnHfZH~TbNUN)pPA{h3lvJ5 z#N14Gplp(!ELqoh2G$<4p_>WXWi`+=Jf1&)BNugZhXwEXdnphCpw&c?5l+fMR4=S=0IjU>e{kRq3V)<8=CKVW%uM)eO=$c37N%=pos3 zkF-q=y{hA=d!j%8{4tG3`D$E;c}OjdvUyJ`{fcpUTJL83N-7^Z{OYmm4>2;lRHF} z*^u@dif3E&dHneDFRw3q75@62iSE!E70RNcc%V=e_{|Amb;u)YR2axVw;2yXjkrdo zNDb2%`_V46c3AA8DDMv3=KLODRA=&C{b)=(yP8w$eYTLCsK9Jh!$4i7 za?S0b8+CVi&^g7}$DKq#OWAtN+Ez~c#pZQC9B&M0O>`WxZ5)0-J$EqYlc9X*je}Gv zOr~tIQS-{^;9E0ub4%@IE1a7~cvqa`!^V2zc`7)k{QS(0sgpfs8WUSQcjS;k;k zArVq!R`t$qDD?`82cB4&61Z)0+ArmR#r35*hwVtmhye^(P-(X=UW8^tJC>rTmiwiV7#+s#)l ztzP{vN59??YKcFV%o{X0evnUe2L%zY6=Z0a4(D9BH$xWfhijhq*;Y~fAbFuAb zmw!h|;Uaj2{QCEPm-T2X8>^t8inq7-8kNg#0s;aZ-QDu#n)6Wx08PLtKBv|19~FIl zqr9`D;Lks{aqCtvLwpMbKm6NjnjhSH>!T)cO~3!8;p2nXZi;x(4li9;+*{>T9>@@P z>XmQnrd0GRK;uz~!Mq(oK|!InKR@Y%I&%B=Z8Jvg-CxucWQT5RXmFdfo&WsjpP^1m ziwp~B+p6RNoEzOK8`(~Ba!TvUS9GX+RuZ~okDas5t5i*@K|(iqkl{@3X|v4s&bfp$Z@q&RdIc`ZFX3B{Y@?6h{}sT6_0 zLqekyQy4_Qw8)}lOFIz7?5IZbOToGg3&TuAx&|wB(xlqFk}kP-@7{(@o93TJkU4aA zV%TZAZioXCi3eEgNY;_rQC9~jIF=s=zQ}(;}?+0s&fX?MCEE36$hDjeI*bO|yhu1v# zdwYA5Wxw2x6H=f!0Ipf;lfyy0oNdy$5Td<*_}0@RYIlmwWj-yF5=u5iuM z1eQ4oAEIt$WQGuju1_##!txcZOkAUY$19R9k;By6_JxHI9;KuN%s>|VrQd!d#pv3# zYw>GzA;ri-PUkjk;BpxMdWFsl@9v4KYxQAwfp_RQP?d{nv^O8`F7XY)uIq>pA|sZv z@5lOsZ5J?Jq`0{dL5uNA*2tHA&>3F^i}?nF*7d>Fki}ypS@cS!n-XfroH;j?ZuQO6 zLeLL8>Q%EJ_;w#;4BMW!E{vZ}QdyMf1A%;B{AyklmS9ID627Bb@h4jbEePl-0*(b) zFM1K)`Jb)jb$}&20>_GjY_%A6&kWGH_#N{k@W{ncKPyIhSQCj!=d}@^fGkW z{yhsYHPmc7m{iO7WqM{NOd;-eVQFdU2$3g%rLNDawV8M1zYwT3)u=N&tbMN{Dt4{l zF>ybW2B-OH({xiOo|^V>rQ{*8)+=Ogruh%$tQ?X8B>xI`6=o;*U`wVFmT~pNpSF#I zF4nv1R|Ne*bRiJHGZKx4_!Dz)rG#)vdg+L};BwoGfZ;oI0lpB~lW6#f_A_Rl$0aYE zl#6^0Pses@$Z(h0rhR8cD<&QlMOm{n_dtZ21#veJw*Dun0;Ox{^rE}977F}Tu$u~O z_Q8f@P;GNvw(u8kS-<`{GeGU}vb@GfMNZ=9LdBZ>k-KGZ7GV4X6ejX_P<+eA&W;_1 zQ7g5mm({FlKXM5cxlUWoJ^B?EV-FZb{`}TE&ufxVGwF_7ixn+eDPv(_;nrGF3!@1o z=Q@oGz<~^jZGTiUA+uE4Q2MY?=HhI>?NDkr7aC}kYUWKmP8n)_IQZvD^jkDNnX6ZS zCyVH!3xh6fO~R(pR*q01aT7fSgB#M4Y1coP+$x8*Y|&Y`gY<-bJVr7^MvV4SwWXqf zNfVpl{go|iRE6nsDYW>Wa%aBB>))L@@gW895rnp#B>4d`rde-EVHTkOqAe>Cc{Y0vi` zC2q+@Ofe5aLyr&E#a#p^l*dLRVy!2;nktdGpwxK2ejSRIuD3WpV;yvW4C3*ts})Ra zfSv$w{nDB(_dI^lexd)dI>BV5;I-KHvy#ywHwlkcpJxc9_bUX?aVSXoFi~y4J=(=g zJ$(7u4Y-V4pp7u$Ny#3anvw^FU%TZ%BnGX~Fa*ezEKi~d!={qKVwXfmk%j$|IolUu zrE&Q1;R$lhiXiIEEc;Y@2Zw5i4@8jx1hY`@|3Xur3XWB`*oB2wo@glm~b{;-Ar`!cs({($QUqKpPJHd2k zD#a&au@l)v>F7e?fYi*=!(j${ z_$WJj%zd`QWzZt-?0(E}K;U)A2;?ymu9%$~j(Pq1HNW!yp|j`%5ay-uQ{V^3U{^~K zlLx5cr)@{KTkw)c7`+Fi-;ayWT6HI6$Ko?8T2vMhS^d+)UF611rVi%ZFB)U%_;8`+5x8;)ho_Aa zeJsXl;W`2B$Oyn=30u2)@407+$wvOrj7^m$rzEs|v_!nf=PCKez$7*(z$88@?spvO z5{!8M%`wbjcxE6mYaREePo+^?I=j1%!8{~_uMgT32M5QfaxUz`33#vJXuqSAlXBRK z6DZa!{QUf_c?mjS4*?CyK<9rB{S$6f_1lZ<5H6smEgla9A^4W-;z^?c4&1f_Y^|q{ zVMj(l0tlD-@B}-OzazgG4dGYg@i~*d1B9+eg{w!7-Q~*KoD`!AP|we zkGuW33U>&<>7!8-Ix9j`<9Il}=28%qzlp$n87?F{TB7oIF z;)IdnhHafo@bKonTvyTJVpZCqr^Ue72m-F>YhEmPd29j+nF#oEqa!1dQ1uw~$PzQL z{>E_XjWc*`52_z&u|&=9uM>`T;?^qOO*~*s#*IKBhYpPG^z>a~77`c?j}zLbyK*wI z?~{z0Z#E_y%Y#%@CmXAM2o5G9ay8KCsO6~|TjZibVYL>Pl}R8&Q;7wcs8`KmIozUx zoCaa+plC;^M4vZw#3c-uoZtt5T}i(@Dz+WLobhoB;^+}U4xfFc@$1N^jqJz4>EH#w zIbi=oBsDcP45gA5?V=B9kx1RHTYmbfU~HsweEJ(P>(E!wwDMb9)rh)F+)o%m=med* zu8IG#Bo8t`i!L%kB%_l{Cm;zlC;}VR7MLFkMg}nlB_}<-aIh^@Cw4L}aEN4;mHlwN<5(kj zw0c8!KE9h+uY`017Rbckp&mJQjEM5sakbzdvPfk#PD4m1!84L9;#z7dH?RY7{g*cAu0YSdn!3^M-hAfA4cy8fvz8e~@ zxbFP`fuS=Z7^x~HguyDoC}cyQFK7fJY4n1b@PlnfMQ@0TJ_CdQ;?6W|p#*DS!{*IN z`kZ3Yl9G}n_z(a=1nyh@c8Y&Ha!C3#PtE;SmK_sc&tSV_$Y%&RtuVLgWkxCe#PoQy!s%1OcE-g$A z-aixpel0li=Qi89!DPb~tsB`h-jL!0T$Hde_LpCN*^WRHrh`RDNEKg@6v4~Fat$L; zzRx&AU7t|)T+3gnKozx!vKf91t$uw*!{SF931^DJsH!tQQ@{wu-!H%3S*1>My9V3$zT~78Tkk~q^Z~eQeJ#* z%K2D5AG*74`Omv|zm75F-N?ErH@12l0u8@E4=g*EAARC>08$1ZkeQ_z)BM|UbuA%H zcYuAd5J&(^)ozeGJ&U+-`Ogm)=I6(z_ZROKSIlLJz~a-vbbwDp1KaEB2SUyOjvvQO z@;Ci_)@ncj$u2#JH4I5MV0~E8;;qtDqW84iZQq=pUKuVQ6OG|QNX`Mf(5dwh-`~?8 z`nyyW-9rG-8Mx1-GX(WpXHq9?MSyl+v8j;Uryi;5?fnQC0&W%e(#gV35gH<72DsZF z4;eLR@gCF-8q|p+M=l{Cl5EG^f0+bDFlOOxZMQ;1L?Yy(MrD^HX~`|N*HK+>fLsyr z04jt69D|t#H;V#@LM)n0uk7i+A&;pX?Vmw+bMx7jg?Ek^}f{zTUuy zFzkOTMAAS)u%M(mD26bP6H1iQEW+Xw61YJP8tbs*h*5~L9Gjlrdl@LAA>BIWBAH6~ z_5m7$>gwvF6BCv?>}pvVU>~R~$mTMuWJ{O8_(e=jy!K2{ettR9DTJ_qpHVA_6^RVb z!c_KBHPCMmWRSX&%n`o2WaB{ON+Jmu$m~)|((BwhO-OGFKS=MINCY_=@Dn6G5Mxub zCZ@>a#LIRocc_G@s*I~n^`A9TuI#xCEu&Ok%s6W%m~?{Iub0~jSi2|q8=uucXsw!) z3R232l~xrM6;*FUR)KF38ENn7Th4Iejv@numZAqV&&$^4-|A!R(p1_?K-Kv8xbmt< z-%PI>4Khyp!%$#Il$lj6OIbp2!UHSfj*YD?(XZ&Hppdj6e5)=HJa5f61J@W|e+lh- zzRaoVYD@h`PM$2PvFa+`gM7#dK0dzMy?^8DNWijia7aPFsRRp(0GJN@?T=sJ^CD?Q z%=mN$qp68a7?T`J2s1Zwki0%fWoYHH=B!EgiFE&U@kNqga(ZB-1IVUDgA-PyeKjJq z<7imC}yH za$8kBuOP%zdB+#doSS{`>!0o0d{1kztk=GKTov_99`2!){8v&a?WT-S+$ABUnAbUC z7b3yn-`@WvwxCb0EQAw_7c){PrXMThmWoILf8Yu_n?)lhu1jHT_RnU` zj}|F~=gkh<@(xzc<~IQU?VqI^w+8gn{ry8A^7f#oNMF5rHG23SGXx1S*haW}dh;cV z_dr9`+SajsBz^@smq-E#vk3F5WT?=96^V!k8KcpPM@~fNpQ{(`QMDhTz zl$Md1N%{>KX6f6dGUeq#*szlf0`&1WNa3&`6}v^?hcm*U-z=I!0v*GVhNyEq011>? zceJB`&tWz(isVVyGskI&nL|r-tX#MP*_EGP3B!`8q|^gBm3}FC45;)XiNIX6LlFa1 zIGKCeK>r|A5=(TJR!dNN7v7qQl*o^+)tKG=J9*1a_8%I>nlWo=4V65MA56+V(=iJP zz|3JlJT2?|tm{X4q@+|GXEYm=kG4E>adCm^{T}RH7ikGAhwR1K2vpp|0P)BO*Q!Tb zMnyO+&9xFim(Wy@+H&=#r|emw2qhxQQ?7gU)n6({OJa?%MqR8rEeJwjMX&z@lF7zS zHk{)P>4zY)YA>%@P_8}6@7c_^9~uHav`)K9v_9wbRr9BK-me$pC{V0r&~*&qX<^dUt6ffzHsTW#NGntt3h&x1k}OLxgnT9R&RQt8mOvRtjvm#+^!W%oIkrgX2|+&9LxN?m zpl#x(PoGGvACh?wssj!>JSQ|0gHPHX4FcscGNgn$kt`e;EKEnu(n9M}@5gma7PkB6 z`_+~zpv`dU*PJqJ%~C-=vl2-(5+PZ4;O?(wwVb5D)Lw92<7GYZWbAX=#)iRYlIp=! z`gWBC#$Zb$z~2Xy!J?XxLOc<|#lZip%!zIT#H%yZluFiCSHzM?ZPCZ`&4Rglym}Rk6b4Yf{-3}9%urh!_@Z*|3?Lvm>;NM{ z5-K`q4=dzqU?$xkZ6B?kmd#C1>)?CHLt)bdfm-3-mjNvD41TKXpix0Wi$VHqHyJp> z6qEF-6Oo?-h=+=TNl&@HCpcl4W8LDz;jB4v)PYKPkc>401!XB9uzijGt$k8oKJY6J z1%7YuegD{UFU*mMH`hg0>;^{I$*vmd;jvw5{o`~sRpDGp6E9hK`FjrUs1vy1_}P5v z(589Lpg{3j?;uW}$x*Jw(nrif$J%Xa4O{#wm5fW<>|aj$tw4J zefNFaL6#%MdiRQ*%6q?UUH(Ix()tx`JDUxfS;-%B21yPv`8W_Y)a}U6%a#`T`Q@Me z-x0Z9Jw^WwM`kSy(jlpB$aB@~QnP;%lB%n#OVUuN#s`s5BKr{~%1VR4GSrALq>f?U zM3Qxib2oaJM@aqjeZI>w$@g(=F6&0OJLuDM zT0j&yu!|u;vJ#YvM1Abw5kvkiVwunlSL6hK*8T;z(`LIqRym&>wApb|P6s{67CZ9@ z6%tal;8fFll=~j|jD@B{&|wlm?jXlqa~Bx>ojD9CaiaGSH4dfx8Vy>?dpHIWAer=3 z389&w15Wd%cq$!K4g`{E&2;SL2&lZRL%FgDVlq>aOh_GUTz(J4EqW{HKd#Y$vZFy^^}&2lRXxyB;rH&?y}Rf1 z65`Nu;IY79-CJ)VHwSaQ5TF|vJ-Jus0|px*Qwct&#d*WVqm(9we-*MYJIHT6Bm*oA zwMDyyox-Bz;mV-DkjSN-O)+O zUPl-W>XQTxy+{JJj@c`xe%tli@&Yj7JoSC(f*X@?G<2nNiAs&wWL8(Y5bf4Miy#^( z>#3K_$e9E1EJxO%2@!R!50+Xj07%UA^t1revWQ5@3H-QUfvp4W4b<68haFjgDB)xB z2p@H(B9G=rLW$6e6i+P`aUo|LgQIiBMh4(;#H`-TB-Es?{#X3Nng1T8=+Rv}JEEmB z4B`rL6Rkt3P+7{sS3{s&MZodki8=$58sL;DiMZ`x?31o@R%pRc@{{$!@w_nqmX!<3 z58757;A%In@yXrFa90J}_8Z*O5nD0CI|E)QQ2-d9n2)soL?)j zeACWKBF>!`$nhd@kY0c5mbfI9Oj}t5%ZMp6xNp4#f?C)g=#tY*h` zi46fwkA}4v1j32Ipt$hVwVp*Ux>{d{3p zMXdTo;?v{IRSkmC(WK*HQ{P zIK-r(Ptj9}yLNGlATwGWmaZPChZT1fd@mwMGWPj`*vUFUdkWDK!KoA3{C zurTP_0bl+yI+{*IB5Jq%>)*<4{rA8A|L58MPse52X`tEe^()y-o*%=ff7O0O(L687 z5xlA4*Pqyxbg$pdX{U>>7rl_HbKQv3PUN&_vEDwty)lRMc%STjtMe^PhCX9^JK}`i znxN49lZPH&c$brNdTjCA=Z-%`+)ASyg=)ELrz5qaESHA5&5QzON;7L#-O%|fzP3SZ z`GL;A{RwBRVO?_lg##WPB`20CZ_5A5+imw*20YFew%sD7`~#5|DFXPck_?B zi#5`Uirx@N`H7YVyiftxu^3(Q=@;xi0ay`NNdOe2V|=((82=t#sST+t6=&Vdr@y&` zppw^H)~Zw@>?-QRb)veudS9`kwDe2RfDl4T8xnQXtcL^CmS$`DJCw-)(H~MGZiyq5 zs%%xSxrfg}2YvrJbRtH}DoGnC=sf()G;BgUx-+s&|pflk}WcL7&Pm)IVOo_1;QfXnKq4_r5{$37K%{

      Jch{0H;p*8__@^K?p};G^B=t#qTDycx8=$U@ia& z&~FTu2n+}h4}ZqU8!z5kDbCLtlQpZSRqB^&c#OR8A$G@Vg*6Gaiw_J z+8&;shUHmVh^eSHp3ta`RD6lVxj^82$1(lfunF^_xV!_6T*vT<9JkwBB3CMcmZKqL zh}c2<)(dR)0Ln2QtAnN^i03T;YLwQNh!_kzMlBT>D~81sF5U>r%W)_Fd5Ih5&{=Gz zXq8jJfN*hi<>cgOa(~!fq2ntfSCU1?a`GgPj#{Rz<=_~; zJ9qm5Z>@W4gDtHC@T#>Z{xW$AIh8qUvD!tI{=^bHGgYHKcGm@E|6KR+mrpA($BjMl z85pD^RM6zui+QRzFa*UwRGfb>(a*e;cb~ucLW_cu(w60iJCwun9Oz28OnAv2yi_t| z0nk%|27N^1r3TcF7toaWxVgFaJ;Uh*8!(^#L~vfgkN{h~tWnRH4xFTJx+6$N-jCOu zo<@Qb&PZj;{(8*MWKbbZ~?EV0Rt-`WUM-uFxeXOoPw z7bY9%K-66|O2#D^dtY?@YP#@v`Ncf~cTFIAc;VEA&C3Z!>n2lOEJc{V3XO8uyvUbp z0`e8#TX!JkVkt==+%g}yC;KZ9e<_3@P6%TN<})1E_ z6uUtS;v6rqv{}0=j}}f__JSh}rS(UT4>l&#C8*Sbwcm*TWQJ$EgXi@=t$qO@#1lWI zjZc!pN`~3csCbPtCrF}ibkNu-eK}yVhsQ|S(AkrDmx_fX&YJmy$nb#|IbiC{asERa zw3)wmnO%lnca}X(b}cX|r{nyz*d$6psQHx|TXHTC8^c#WCe!Mr#vDe!udk0aIs{Q9 zjW5p%P;%*amt|+SJ6o31)BjJk9}Mw7tmTkv{bRf4=Kgf&E$OJh{OCC)m`7>I8bn1y zrG~>BIb1=$Q|On~3XN@e1wr9vo~Gy6H{E4Ui{{}G5&Z(Kc)f!Kvg~>Lt(8%HUr9KQ zzMPQ35erI=OCUx6R$^)hh&4p|XCK0c?E=%;X2&@2EU zQDxK5J5qmq+Bk;K@$OQ+t1dKGUsf|kE=aNOSszQk0B_O^-45#KP{BbLMjG~}A$V6?Xh1KZ(%7H(TwdT7_|zvf>U3FaNy2fiFq;16cJBM{=uXDo5S9N_@^8zvvoCA(~z$M*&Roo zCb{eD>6xLacgN;36n(wI)=VO z=^roJ7$OJD$?HGlgeiHFAMl-}zd@Eo^fb17FV@KHoGr zh0T_e`D9RU_5T!0&sBHX|B6&(kYXn?mobhL5#TXY8kteG=})`NnoRSm%{`Z|X|ytO z5TbA`Zo=}xB(c)bLSkH=kbe}qIdCs&2XsJ1c8%o`D_yOiqz(nIaLq2|=V%{>Bd_Jv z9JrCSaD=v*xa}lCBGWzb4^2)gTUN`GGUGU%%M@(fn#GGUO;D8uLfJU8EiNV|h8*uJ zQl21*+(C%v#S-4dK=oo%;V}LF=PVl&F4cCC>YTI#=AK84edo#4u~L56?Jt;?rt=Wq zE4e&36ko)~JO3lsywNbZldQAKH}`y-$*t2LVU>HndewDZZB_~xf?X4uoek2?9M(fk z8Au~jX^;XtI0I)yg%G?BL5rABCYssu{@~|Aba~x=iyLH!XW0l*YCBw%c9vZE-!EhT zyAZVD4VgkOct;@+KZzdz0gZ>R75aB2_OYvDvsn>qqh$d3cBO01N&c`9J?;CITCYI` zA`^@^iX5lLV`0vBJ1ur!UKLcri^zw0y{4BY^as)w;69pHNnYv1E@&P|L7`?upxc{6 z^IGY-_GizSgoTjIr{di?9L6mfd=4Q1swbp_gTT0Z@eUodj)8@en&XIriTOpab4IXykS3cObUpq5=$R+dUCR@aLw2MVBvj}@scnmz5Z`#*!H z%8gUUglDMO+-l?nH+hWaq6lqg)~Dgvt@kzw0n?|YWS!o+Vva(vThP`59*1Z4;zW$) z%6AiFO9^1HC<(LzT|!aFeYX3|J9-p06wWE$1(NiJ7-D2)08>RjH=?6?t04~0dJ8$& z*1#%gRF#u^1z67-9T6OS6irziid4d94KfT?+gH?B-9=K}tU)(K6Xd(KXAEjbA=+x% z=P|elCp$YkiC*D9348VkH2|Qr#0_UTyVnllY*Zl`pZT#eW7GXh1NS$wU4<1?iCY{W zYUU?d@v~)Q0mdewT)hRAfb-PaF$R}i44^&vZWi|8hsa2S2a^+q*qROEd(uxJ!@ayM z3XXVnATUy_>80}O$n{qp`G?($0Yek2$H*`lY_z*&=t6)U0&v#Qc2hr^W8P*aVw^H% zef?uFc<=AY{|hWDR*!Z+igPAe;*H2Hjn$Vqo^73LnKHxTGPIf};06e!T6Z7EovX;j z$5$ued(PA5JMU%RnPlo4>YV>4Tsvq|%G=$6QdZzJpXYQ3n1f0K2oWS@3+*cK4p!BS z@KX1Z!H7M1zlWw~=h{Jt?a>a7+RvKzqKK592=SvmWlKAb=e|jRY(W<4$;@RhZWO~D zdS64fe%j>l%@D(umt$r{bxM6shwny9V1+eE)s#yi~*b%B#vt@15 z-F8=A*d-WP1RGu1Ch(#fNt(ggQw;%eO8P)rqO=TH7yK4Po^p2m`IceG+lww;WO)x| zFD+)ENrpv7muAfk`2v_9Lbq-TPo2ap3gDuOaknq|$H4%+OAEp~9()-aA!v~`3GW|K zCaQlNCRf77W=1ZcJ~(r{;yRTa2^fs!CDV2G^U)#x^MtC9CX5f30%LKQwB z6`n|npKxI`yNc)J zz-5*37AV5K92ds|jTbg9Z zWa;<9Ah1Fg8w^Mw^+?#!9znD00wM4a%c1<6G5GS-$p(FMa8aYl-AL;dp?@W6o;&&tpPyA4iv!T&q*4SJO4gS)QcI zr=_L+&mVkf!fy|Ey$pF&Pk_lWqG#Z1V_>@(l@BAJ8ROE2OHzdPlJSL?LlllNh?iZk zSDJMKqZYPbAphR?3+@FCtsAE>OR)y6>q79h8mLKLz&ipsKfedXnLvXY>tzhdqz5r?7(%UTQ$iw?1KoHQPlSLBvhAd9S1LRjUO*GfBI&nfOrH+Wa7nFcd-1x&nhnq zKl%}wP#XTvZxOU8Y006}Q{E^(a9P*7)kv-ig+-?I$nv*zkUtB}4M_j}&-H)q$3Hk< zKo61Yf$~6@Q*HJlH~hnJ2W4sL1d-N>K`^yfd&%7xtXokdcMf}-Ky>_S$Q#ynP$O5S zy8?m`JU5fQG_}+Pb)}e~KO9%i%DPTII-Q?@ubBP5EBiILca`nvVH5;eRm{R>suZ}@ih+(2wDHnbOOpOTbR{LAG7mD4)gZW%s6;-4r*k;BV} za)frCI=C8N{jbD6awp-@(b2=i`l1NQk%QP+Q~woGp}s;Z4t?hpcnFK(KM5+WSds6T zlU=v*OmgN@)a1;;=EryPyB}A{+hF}%#pp~^HqSH(uM8hbNyhb`iJbo!kjSeI9F0m5hyoviT1u+6<3hih@z~6Ahi6?O_tDROv>_mk@n@`XB)ZeWCA15mGU-Qns|TB)|wsxg*+srkBaJfE0od7WL*aR`t(wS2_#q*PQg|E}^7Nf2MbWl(n- z(r>6C32Qvw!W00GN#3L2yT38ZVU7r)NruRlm0)jizwL@A~ z))VJGYjlMN6DvoN70`kqtYnVUY!pi4Z&0#8N0!kzz(PnStTZZ3JHSROK?9+&R1rH6 z%y_)OO8_q{YLt=q|Ei69Yphqy=R%T}l9Qv0%+1pA4h+KtBB>UrZlbi;o`kMx(^lG8=5BfNX* z!Knykxz-Q%ZL0O1o*5O>o(*~2VFlUZv$YL*cJf31nY9BdOdqP#Yh0DO*S&Z8_0N@* zTdV$sBd363ne$0h-|^zd*RzC&YM6ZsSu+Wp;aF>Xf&a+c1;}1(7+l> ziy9H+7WdlwIjxbXpW1Qus1Dn}k zbxEVxf2_l)^N@@Td*41q1a>g(3Dpy1+6Ra<%lqx&ws^=2%H}29NrpJS2zBf#;7tWy zTgP00QXhbHWH2Pm(mL3a-8fViV~DV)@eidOrV`$F3jT=j>{oYM zhMj!%nLNgq%mh6Wsan~7=MKeX=)37@=z6KepMxDk~R%-2!-Uk ziA{i@_!*Fx>xfvG*Q!{50RK;NAT)BlJBfk3jhPO^{3={{ASn{fW#;-_~0@ z$f-4=RD#tyzI4E_^fkRmQiZK-2JF-YEYm!2hDc&)jE0hesAoj?hSHmGX@QhXD=xeL zRNsr-=09r#@nR8*^Ol1vcJh~$ z8Bf~?#myb-OMkYd>STHbO@42-)LhC%zB_GVtMr+MRZ^`dRTHcoJmiLN@)-FuJzKoD z6+trRsG~WzLv%;Oj_QuF8`44v>_7PS|91-2}HyM!>8WfVp9XYdpjm_Hl zCi5N~p`l~UGR^KdX!3Su2fUfJ&{JpXMAZ_k?tXLZv4nx$e-btvmDoBkB^fE*wuHY(loz#=ui) zIJE(9s>t8vl1LQl;omC=ut87WPC9##PjI3ZV+f=;x zAbGY4m#5G@aeX9bJ)nVXZm3O$uB6{6Xaxz&vZ0l{qSMk%67SzYDpi0?34ve4{w7Vy zO<*+Nb;y$pM=WREs)+N%lER5Hbi={mgJa)vFs`JPe_~BK& zm^;8{Xw2@E9uWTR0Wmt4RiACj*#pMr>R(^EsbpK2ILrx8H8-89X~e2~$&7O%U0QQa z-}=?^Lu?)T9J)zSV69Gas@-h#?DbSfMiYls?v^9%?{g2pM#h+S!)PhPL4v+S;l=58 zDh((749pCGG)57&3n4EH?%g3Yd@4>czGTJ$AzS3EeKGTV8VJAp;aFTI-4OOg z>O_r_Io?AR49r2LHCr{ZLP6FsO6v{ISeO(xiX-|sw2@&#tS!GRB|sMKg6&A!c>)e9 z4WzszK1bc^>+3fLVcihRAGu>+@P<36k|o5ALMaWx84P+Wp$Rsl9mRpd!e9s2Mva_t zbU)A!`j5AuofX*rOPo*$hNMasqksGSbe?c2eA?G|$?Q3@*T&H8yR?Pp6!Ajr=U8tU zbQ~mjKZ^GVc0RwzKt)+X@H&tfm}v2ZM6=k^b%|^dp-F&$PJFeWb&E|Zo+!bfKAw27 z5Vz#<8cC%_A_k%VTYe!g5XCzTC5X0!^V4?_2qAh5-kIwMd7-K|9h0aHh`>8HkYHY; zsI3W1QxX;u;IlLvvlL!w{J+q9zDixhy*Td|`48BrlMe3Y zUiM4L5&v%!^*`R~$n^hb<(6>i|6=^MA^3l^_od-jukE`J8Os<&W-1LL^OPx(6iTZi zvnZ0O^iVQJhDwSGAv`T9WGZEhC=@9xA}UHKv&{28@Ams1|Nn=*-~D0lk9!^OajfHQ zRi5YfyYK5duk$*u^MWwKDaGHLOf-Q`q)ApUz{ z)AMM}DRUh0L{hq-jP0Cl^dSkv^?fcb8sta&(O@DS267!pd*s=G(4VXl_J1j5GU-IP zk|fkDDfjASO1BXWNKSF@9X26V&;KlA`guO^&?5Q-%|5I;FJMVIQcI;jr=7#&Cxo#7 z1Kp=Ounb-#v}b59o;1NYu*PWRiccUs6^OLyTC%d61?k}kx)+JV@YDwVj08*v$)biQ zeaPhJeMw#>B;Jr;1Q}3wiO(ipDyK-IVtH|dWc1c4OE?hAfOb!Uc9{^kged?ip+I`3 z@FaY2$jofyX6v_mXl0ye{a<}dNBsRHeB-5o+fjNiV5(_(&fKPpBnRtMyCw(3JDkw z@lGKlDgTpg0UdqN#>Qro`Q8}PWjgQktFyNT6uVal={g<96wrCF)v+5u#H1VqpRs~N zHPxg7F)tnEE_I4Pz9SeUy7A7hSHaTyzmz}t6#u=y~Xetxs?sHd~PG|9I| zeN3j6^=rKn4gYFoQU0NB8aMD#J7D?q=aIL5MaYi-1r_|onsL~NL`s+D@6RbiGtihc zQ0rl=Nz@H7Khg$7+8xV9H-Q@HS=`}o^x3E0f6|(sHwJ%Qkx6Auu}N9I620UV35 z!@S$cEPSZ*cpeV{BWSzbtN;CR`~1NBv}!zzmf;ZI5#gIOn>c9~5 z9W)A*00~^lY|VyGZqL4)K^wI9exmyupbhJe=^8LGMVD1Uqu6mkrtLSL*x3N6a3^JP&}p5loeqcg!f1QI|4EjW*_ce4eUu&h z48hG9`}4ifhO(mZJ9`0|%f{D65i1dD=%9*UJL&ozI(*n|Dkl?vbGB8nJpNLm@)&Q)4NxLoAFp5OaVHQf zb}R@5eTUS+8t47lr&IM9u7H_!^bgQL?;zKWBb6Buq_sYuDg>YW*juEl+5=eB7(WW8 zEi^E?Q~sSk1lSgLU)ym8NSGQZp>j*RB?{e4W2^ zCw~du?xpE6K;~JD2i`%m_deeC>|ATbUG1f@XiGn#wxeJyLhwa48vf~9!(iagZ*{B= zji!P6eo`)7!0j8^+AjuI?8UFUN zKkY>PC=#v+o>%LQcPPL@pDdjRW=kU>ZWG`{`^fiZ8iIf1ITA;}lx~`>)s`ISJh1c_ zfz;@(hMIve^$>n%MUrO~>+Ir4pzV$v5O|+Zkc}h6{9x9e*$KTt3`zb3-;?Bz$Abo} z)Q(@QmeRq)$omN8xD_kNGHqn}{S$ zruaupHb%#%)S*jF+3=b;jp3)N5WzH&;dZ!}N+TNAdjyOpCj0kSdYg;dRZO3bQKxH} zdy2+#?_Vi%he*>LsyT6}vV6%}9@4ags`@;b1DC*WRuH#BR(pdG73lYp2J>p}lNXA@A|j5=li zAF}qRfi_X0+yUV!X-J;m1|ma_MbhtqD7S%J9WvR9lJ*2z++7^*{kJHqp1$~(U`L*O zNi=>6fGXPqjfltwO0iyy$e8?gr@(=>0AjsOsJk*1_M?wPSZgA7CPH5f)Fwd-C_~;` zPSN+vc!V-QVg#=J0iNKXoRXO_N0EW=3~qjT=#vx5-*qd!ABO?y%G6R|rHpcQ(dHLXP^ z$qBGQLe(O~SBwx`C5iBWh{s<{vOLgUF8kZbKPdTc<)oa<%r_}Z6B!^e)}M#$)+JZ8 zbg*C_nFA-#mRz23^kRD8j?kd;d@SlS^bWJ_t5A=o4!SVD-NV8?ZDMcLn7>o{X9r;Prry|+D&C=wZ!>?zErz^>*{iTKmrd#YgHzG5(tL>H+w-8lsVPn^Y=jgi)uS zktRAZ(#QU+vZu8tX`aBK^AJ{>&^ghp=HpW(xtLP%e){mGfXCQ)wKLTv9G0o2n;6SM#<1^AWh#y2`EJRXAq#=JePbeba zq1BR19vFxR*ZhKl#i4aFC z0DyYZ3tC#7&j4yUzc5z&0i4_*#7gI}2*_qWE^PulSpC@&^9hmG`! z*4B1EuTL!QTWTD^|7K>yBqf;wXX|Y}VP6Uav<61Hd-mN5d4S*x>;zW&1p z9wsKH(dlV}0|&Si1=#N-CUOf4M?gd#uAq5%3|CNAS(%A~nH*sp$|@+NOb@^=orRTkr<>a& zA%*5~77mWxRBEA-om@cbreM}>{ZFy6&9;NV)N*oi63icyvis)<;8+3?xOBTPcN2c^ z-uk75KJDt78YZ231~~-{-_+fgiwsRZuZ zEbQ#B(8Z*qz<_sjZ0rS+VTbg*X&gK6+O@R%_j_AsX%Rn}nG@c=eOuu4l9OFND=SM5 z->dkg!I0DX&`KB{*}J>TgyN(5l<@)DSZC3RyHwX2d2M~fZ~ zDyyGZNMl#xjijWj@Ln@YRA$FyI>HMh2*eP4=JgsHLQn5pU22=mU2}!_$VDkLXcE*4_`m3s?v4+T*M7j5HEjxCB6n7Dv7JYJJv!b zTnik+4yy~wBlerHyE_US|GJC>T#3!wx5xQ=T3K5+y?-wjqEB6&-Qx1?`*(?yP}p9I ziHT9*srVo#$9-CbfsrvSGjp$U)FxWWaNJ6HFE6hh?DB6L8q^sQ06+BX?ZvSj%8Mf1 z9TXSGhsTE3%aXeIS0ntg#kOo=g|A;*sn2!{gI{cJK2%gxBnGRS=i3z(dBJDv159Yh zypOSK9hfZGdzC#gGC+iCmK$Chf#G*MfC*I?@-gmk#}_hS9Z3wojwlvd z+mv~9YN06A&1(6Mi6(wUXD%UO;e6n12oTwD!({R> z4yzs=xkAhji}gF$#bNOXS0u5xjRtypl%Q+@vsz_1X`oJfqsQ0H{I9nStr0k`6=27% z1qD&qgw=WBllKCNjZ0KC8dj9_I;Rffv#iBMz>~Lkb-fC|1vL2u@%m)t<;keX4~BfO zm=udx+x|*X0fCj`3|Lu9_vEvch{idw6$g~s6crSzLBaPpCC0~Bwzl%2^-zrz(!MAR zii@0YxF!V@j$D3FI`eSn34Q%noGaxgeHYh<7)@^3^4{Y9GWMt)KD-7O(f-t_D}j(i zK@P46Teq&hzHqE&dy~)Tye@pgx7_by=CxgjfJ_w3Bc^>2z8vv0+*EXPvg&DiB-EAU zRlrqH&4gc2up9Sd23VkHGUsb6cFrIgibdmm(o-TXUxpWGh>$HD4(N0wZ#Ao?;p^dJ z#vDF;;=~E;#;$}oPkkc8v_ll9o#K4H2!07_3mC|%hH**==Hyvm`WF-(&G~$;UrOx+ zSJS&z1SAl@AP9VjX) zQk;!N;Lcs$*qF1+fr>DLci#;Pl48-j%EZJ(HE>BI=ytxI=59Qppxdf=5-Gg;FK}ji z3Y^3l5OVG8?St_zjv>|v5kASh2bP(S9=*bFT_j4gUH6*oV7m3*S+TCMareQ4t8riR z?W>t6*L#-xKmOwq>n$ZEMSdWh7YZzPm2-!NhEjrzlpofPj*o}H5r|C&+idLcRxskK z%Oc)scJyc@_OKz}uLQetfR}N2c=-Lmxn3m@DBk$q4H#q`lk zF2k;#4AJBVGB)ieE_ZEhZFVRIAa0h%)~j!WgIA%s5|@$T0CYz*{P`h+6Fy1mhp5bq zjN;nbw%3@Eaeut{9FpXlBRk>5Esd7|{{d z*}HcoCKQ9g1^k_nQU5j(rrL5a!^7r}E(oiC`@n{ugk?nd**kM~Sq~nt=$x|Z>gu8( z#{TH(p>y^(Pe&jf7?A1{l97>#h>CiJ_lO58-pB4+E&{719SGFAhKD&)H`bi?^sGby z;P~6h_&IR`LLgvJxsbZ4W^}$&ccSAlC`A0=I=B0e9zDXaAE;iMcUkYAz9xYbXM%>g!h_P={t^NnssvKHhM)O}PLZJB!YZNq{|-gs{jIN$S>F^kyc=S>by-OAQC41y9RV}wq=&*G z+|kLY8^hT@TXRJTJ@g$YnPt_gkitSGjH5*1Hyjntyrz#t5iwapDvt;cMgPl*Dob&U}DntNRfol z$tj`{^zh-9P%eat(W$B1nps%>C+k0V7HuF3CQ7P69B>N>T}5X44tb?{$=NM~Lqko? z%?#$>ww zZbZ^}iSg}F+GYt@-wN&UHbT<7j1jlX@WW;01(7iC`ZhEq zjTGB6fQI)mw3Q{4m5;E9zXTGKhAquT@@GT2XqZC5FXBv)FNKvAEaG~A_YqgF@Laog z4L^FIJSWHGs-TLAs;VlBxJ4~nxy^P$E#av2$RXoN<5OcQKNHYDY;<%)`U7(A>I z)0;T=^Q`(9I42f;)0gNpwJ#1LP~g3cfh5FBFo%^H&dPTLG~I~XvzGwSil_s(xoADU z9?s5O7LSgg46*)P5opWOq;7(wXtnvW1ROBMLY;-3$WlJUqHXy0Kb)K#9V5^kWnpG! zPHS=wMOp^n9p;Mji-XEQbV7?}yCRP3;4_DlCnG<9wkmGOm8M2LOGsD;`ZpAuAEcEl zC@?(6O4?9PqBzwQB+#m4b9kXW8O<# zYu1Qw+Qdvqxl*scQfj=P^4y_qj&_wb*6Rd3HM;#4tKdXnnUnYQ>262I4Y0h`1RFtC zwvA3szQS}>7)s)A$o3Qq-|lt%{9@a-vFX%L4#F8;Fg>$0_+e{BM#d%q0RhLBP+v_L zltR%Ya)xgww5mvCUHF3qezvB(KPP?LK7Aq+FscCys!%~*Pf3Xu-xVgNs>+Wd;FMWU znsRzzd|py=h$B+`*7;?PLkYS|OZj?>3{ILrV9QcYQ=Y z{8Fj{w#C%OMyAur#bqT7)Ul+b3!t#zpp_|ad_saau(Zq;*pJtM_mzY3GTEKCdD}LE z%E7HvDX-9rPS}0#M*b@hv8k;C;-Nt{xdvy?DgrQqcM8Fb8`v&Btc@UX;jFqatj)2P zg;T8$umDvYGwfnfq)NqY$eQ+{8s?WYn@6eP6qC^Ahb|k%!eS$I#|#*%QuUjW1rLm! zEn$D4vU}ms^6Y4sa%T8^=xR+9BRkV)_nMpmcj%H$rjsr8_uo-u#mhmc;k+IbLl66< zqLPv-IE*o6!kV4DA<&_t*wNXA&vAymG$ln8x9T`;FZ*r`o*f_jS}usHkm3EEc(Aj& z_(}--l&%|ZZ>jy-Fn4@0UThp4i)Hj?>w7`epxCeZeG@J(M^QH^u5 zaJoVOQ0@Yywadan0JK8aw{O97b93H_FDN=XI+SZ7nwL>tub_aErAs}2-oe@V!C-!R z4F_lRI-^6TW-l4mQukps4#4E?7E?DVUS9nhteLM!q0-6%rt0i1XMa9SWvE4tHf4+7Wbi`)*>|NJqK}kMc1qVw7IarV>Dk*)7 z4qR}^*x3utArISc6qS{$zI+iz%3$H-tVLbuST*=fY~0>WYKKUTUF^@-fYbC8tLJ{} zaK&+@Wo2c9Vqh{1hoDrDeqDe+I_#abC%T*MD zyf}nZgWxJkd9;Iner^sl%Jl1n8+sG5_-Zd&S`I6lOixXP1qajNf}Vzb7aPAU1+ek` zud_H(m0;dH;hP6VM>SBk&V2vC_3K;&{J=@i6MNILlqq&NX~}nYb%a~H$%Un6+>%hY zY}-2_h^;I^@cDE+apD+Mu>7i?Vu(=QBVVJyk^uVXGSQxSbnbR`-V7=L_^HrjpQ~t( zY2;RkehY+6?lo%|u}WePTid5HUcY;1U}VGwWm^zvWG)XHcSdH~Tm3VzU z@oBJr8BnbAyJ^6fpx3Mf$F((!^V78#8CT_D8%6N|hyyt+WPvk!1P}=gB|aL3q?iHQ z%mwxkP`?^cg(7nFxS`(uXLEDDFg9XElcWloTW(QNPJkRd4JPs{=vQ$82lcH5eMe$1 zT4R?W7jl5Wt#f`||48QHZa;pL3Tie;pVu87f(Std$Bs#0l0FpG zUuaC%Nb*~)SSi3+b%GC;Ei5dKf%V+~yE)>)DipPNH(^}#2xv2CQ@lrQ zkMpLgrba!tog$=mh5>a_r&_L^(9SRGc+8t0v5KqT?8~eV>K_QZXwm7BP6KcU zr71j39?T&|5_9=iuU;J;ff=%43KKWg-X*sTdY08d9#!i*&8)1h0vLdT;z6tnO-}yO zt*%eYSh@aG|Ho#R%Z=X4Qd_rTc?|u>T-#^_Ta7abT-=MwPuS&g3@)RH^4?=ZC%v;5 z^kxLUr5&1;Z1Ry25f9MDwLx}5v}U5<=BGVg+YEdiuk0oOJHO*CDwc{@(glQQf7wlkLoaV5r*Fc)j+so@hQU-S0>FwV#^=AFt@qGF#h|GWfDN&rN1n~d! t4^1YDb=$xHPyavh|NlQo{D(&}wET6T+{bh}qKoKI4E0U)a&+x3{tp0$x6=Lv7kDfbNbxdecw6vz4yJxSJg!m_Wu9%uQlhGV~jbuFMIyX>Xn;U zQYe(w)U&7LDU>CN6v|@NWcA86N4F`O$OSew^5eRQj=?2pE; zJrmc){W9Wva{J3O%k5a(MeCfJINb{_uEXWvLq}HsGRwlJl*Z+Ym=``>^^n52@Y$Wy zt_%yGo!ptfc>Xij7wdEu&3~3(u^hKdK6I`uQC;|K?}5d;7e3p#`Tu{pf4p|CM>s`A zY5K3!zI^$Teo*GQh_zz6DUF`Sz{vd0_>j?;*SFIT+REL!dpAZs)iCSY&zEr~O)dA5M4XZdF7flwZE)AD*M$^+iZILCtjyoN+3rux|7FfH*<+e z`NupLmzo4^?Y1J1x}dq~&fg+&HX8S+UdJNzZ&XoHIcQjYcC5w4<$ifzUtiqmhnwFw zG|=C6rWLJ?PY$A3b)hAJF7m*h|Ppb2OJWnZ@?`rBRkIZNO-VlBAfI0 z1^-fpIj_*eQ|e5I4)O3%cb<8q_)5Q2G3la&oxOdu-B8EV!&hGp4i360&D~&Nyp*Im zJX|Hi(v$JavNhbhcb{{1cDAs!^$iLNy0ex&{^qi^%!g;kf3~GLr5zO&tx49C+M}Kl z`Dx0yy|dG(_n$E7IkrvM#4^hhk3NT_X|Cb?~5)$Fa#s3k!?t zbTe%{({m1^y&u08xcmJ6dvHyRN(_E8?PtXK=kn&}iGqTH)nQUBC+E+3dcpYxtCqJ1L13R&;jG zwIA(`+J5p5Hy@wW5u4tM6oaba>7nw5!be+#&hzv0V<$bq>L=8vb}jJ<}pAcW&09CR(Ya-;Y!JX{1Ga zv3icZ_2V*xqvE9`?#PCh`tL9La{spHfeWvfNCzHOD|xb~D)_`rQxO?0tw4DNg&O>y z9RpwVl2kV^GlxHW#=1uXf|OCD}1;m;=zMe54Rps zHp`s|H*vglDfGsT8*Wxw)Z((TTF+fl)mhd?Ce7KOw-1Zh_CM>(D}N>&^2g0(J>4}i zl9H10Sk~S`wj(wl`a6|kl!Y}F+zVd*_+gIibygr}xKi4vDbFP@&}G&R4?+gp>v^-+RV4 z4YIJXaIv$q=gdy_*tD@b{y1^__HCw##@hVirly>HCJi4xm9&|$*S8t1XQ%CQe!ON} z^TmgwCQ|NAf9H+(sP~sDBjrLknEIZUJwKw7H#bYy|KN84?<9Zr?7hk1t`PisH-33d zk$TI`H+R>z3?HRXf{k?;kY%{5_%$sc}P^bY<%C@NG1@jgo~$vQ6)&7w4ag7_{U%6_=JO$;$rTPaimT_vcm-tBN!1 zPKu$H4h{|t;=#;&)FWNyW^pvV@WfaT1<&DB?xKo1jP9;%yj&hwgDsh2Si_6oJIf-V zmC_?nd{CN7easQ3k$xU~(B`|Cb+>oCX68$$sZpN2dn@A0>+0$bA+KnyPdW@yy0JsU|@WjNrU0rd+VY#Gm|xGG#`KeD6HRxuBU;b4$7Vfut~&={LY0hR?(s5*w@sq zMbuqQvT}Y@?3PGveCfh|YokPqnBRW;&HL%oXlz8M>7PY5PB`iUgH_WUQIbBqp1os_ zvNrW-sd1fu#+}$Q87kUy*v!m~TKV3Ki;-1Z)!{<1uRua%B)5cwMA!F^A?kU~In29N zgA3eQ_>j_i>Jof8CdS9ldOl(kjdpc)-BLF3@eDf;zV-3r$ESNQ+@NVoO1fd2$c5JP zD#vnry$|i}HMX;}W9qS1Yq=S%6vNze7$I-$;#!>MRz)9PCC`G3a;Hz-u!ym=FW!g#y-RaG;&Sd|2=Bo8DrTP_l6S`|$i(tJ3a#=qRP=`*U0mDAL0G$}P{ zGM@HWRQclM-2>RG7fY4mHH8@%7`j^jxGABvsrJRmWd}_gRdM{(a~(5jEy;Q%-p`)J zBGSa@7ClO{Jcp67gdn{P$0GMFg?dTUuCndwK1|HpAIE z?|Hy++}zH=!KlA6vp(^{%{Tk%?%Ld@RpEp;h#vf@uVvr0D>E~*tKC<-_WCc&SSN>u zh8SZdJP`)l2L=-AQ;k?A9C0W8g?nysduCd8cE4FGR*l0vQtmQamF9u%p3ZmlsAg5T zbX9;^Zd6LjfrBRXic@0)bwVwUAwU$B+sAnx9dnwDJaKcW{aBOjNR^COl!QC;Us5^% zgwcD?T?J1El8V?Au-J!88zYO@U9!&>?bghY1*)l1kP!_-kcz(AR#=~I7Ni`jx*a?2 zuB>6PH;+0(Vfgvy(KumzhYzcgq|_PY5|0cE*EENk=F6sgPNGM`=I| z62>GF;Bd>_tO}P*U^Vur$(Dkt$;s|l<;SX!bgNU1R7QF~E09cPmNyg5?lLWh*Qmi0 z^Y{Ggzf5+=Bvj|Q%cP6_EUdXS5&G|o#BtxKk&?a zfg-}5AF(xjeQU+!H!m4CTFs#7pMB?Z+Z4wMi_DCS@2PcK zuO7x|wJ-W6=t+wu9l-*X;^l3(qqjoU1E=^iFfRliyt8DGRYOFL(HIn}xt9EGorZYP7#828+^_ z*%?^Xm}&W(R<@_BE+I%cK`U-O*ZEJ%dz*NGN5w`u0?c@E?y>9WA)SX7BO3#rb>&X= zS3TN#5!2% zz}GhdFGRp0P_!c5rZ2^Qr2B~GK1y)x)XyUJgEqaYIpbg5Ev{b8j2RO!Y|hTaqZ%$d zGVmS9EzIIkZJb7olrO*i&jOYa?9T4{T!FGU1QwQ-KzO?wI(o)_!_6W7Md6`#S4DWd zDgi{Y-MC13lNC~{^wR@WJTV1#<~?fxJk>1cK&!XK8OExk! zkk>=baA|1`fSA;P#6tZ#%}z?8&d<3{^vwqiIRpd*=r%oV*|xo(wu_00Q7c2KUI(sz zJ=NeR)O;-@Uy0^v)$w7|E>6y90F=QWKe!82=3mFvs;hEWSVTk&%7tk8Ft=AFCwR8y zXWiW@=B$agv%Qj@Mw?p_`u+PAi8E(d44U7*J+*qPNXjY0CFIwGBbf!XVsTCm(^q*f zUL5Q235Wb!e}8|4R<5I+##~&aMtXdxkv1!8rJRw)C9dz@oyB<;p|7GWEgW0o8t}zo zaenC!(d~VoU!6fokUDeBE%`2`hpht;K0Ev9-O-k%bU#dftxU!hL!!Ba8h^ur^x-xhB67hIw$ zFn20I`*Sgu=6I)}j#AH1;IYFYfARuHmZ**;F8XEZ_hKKu$<~`|jZKjMpNhHU;$dHQ zSiF7Vh4v>cQ{HsYVboYpPw%toy6M3Z0iVZ@w^Q*byt8w1m^N$(MM^Vl%(yB7q}E-R zkZ_xkg?H!9lS7^5d3~D^!rR;0LMkd`Z{NAoJnCp0;xJ->`1oi;1C5qwybK*358vy&pxLM9F`? z9tkTW5lPbf~rOksseFe0Yl}(=<-E8;n)s4$5l$8bf1M?zd zXViA3iGR2x*koQH*H@n^_3dbx{%X6Gj1Ki_CNW6N(SXXf$+0_lVmo}b?5QXpfn001 z#-k#mWTdOHoFjD$N>>XTVQz^fs(X)?uM8X<{D~*XkQFMmOQhx2iuICK$95*G?zWkm zI>W}sW>_8h@%iqkcPnE)*VU;YvDju10+Eton|S|-xv#L}c%q}DFeF1Sup2zrD9<`=I|S%cf7gm38Oo2fu$dPOI4jE&*qo>dDNn$^GiH@zg8xFXGfX zQ=bF#q|Id2_c1=yr{6NJxm@p@5Ml+ZKb*$$BeSuB>z# zYvR(@*2W3!{*os$k3YeamQ9`(5ShC~_Uix+|d8F|)dT~+F{MyyV`Zr%|TaBw> z=^7!cmfv)bNj0Aq4iGar-sW-8y!H5Mwxg<~#71)CpbF%UzZ~sri172EP*;E2>^xS@MyZ-f;T6h^*>c<^#@ zok3Zt1kNhuayc6zAXcnc0VX3=J>9g=d{)@9<2!(oB8uD^pj9V;LiH@GsLIO96y2gV z022MDeKoLv(TY)?DCWpJL;`cC<-Y87dV*xSW~<1%h6W8(O0~$^sh8gWW$&n&r7Zo+#=ELT}2+YHuF9&s@ z^ht{ei{$f-ccCfMvaIC5m>MrqmNWBDQQeK*sBr%LBSd85FWGAFhI*I4&ZJZjW74Px zy6aP8fd5{8`*um=cfi@b*8PoYW;r8Ia>u_iHtb_$-d%yvGYlNwjoQbDPN&C}Z0EEl3NdJqMZ7JgOfe z$j^g1@OW?5?^(8bb0|QqA@-2u`SUi1Z4d!$K;F!>3%ESCGEq`7prd>SX>fp^hH|*1 zpg^LtJgDx$rv1Ij*R6X$$)Vm*#xZExhkg8eKtKSBtILE$>Pg7s$4R+6hN1@i(@JHX zMN2OT`dfh^-QfX*RR=&^16mAMCJBa{5Lo?rbI$au*hv6e3W#FYzsOT7;%2E73=?kobNutAZP8s|L~0=m!um~@x=5pwAp z85S{1N`unF6&ZURlz0#L`+}5_-rgGsPl}vlxzTd8SB(bVF<<&)9H?~AsESeYy8ub3 zS3Z)>#xx+TBAcbw=7w1uIsWDP5Sl1nAkEH~`K&ea3ioJ-K5% ze`fpmEqxM1CGwWQZgg{Z=lfy1$a@b-h)GFFpqs61HtE%S^C)j>~1wcq*UO=69mHm56VfOl-H`HR5}3?cFP@ zk!F0=;vnA4^{VQ>%}c%485+Y5nbd~@K}VuisL!;F*eqlki-HBv|D&lUb`rRNh$gx% zU}?&h5oaeV>xvTu}ObgvYKxZRXNyaW7BLmA&a{zREiG zd(|cVPQ1?F?D>y_*;BZsqp|dj)U?cESMsK(u;l^b>v>FGK>w=}-LMu1&Q2 z?xHnhG-kMe&96SQ*3Rs}Kj z9S555XxQSR*s4^|#>U3siO!%NP$pH#tRn+1a~j~9ltA|*OoZTM63QVhYj$=lkMLNC z<~4*x0VpA%TvA4+4m?gQ0@&xAHFyB{h4Whu8CO)iI9Zc;;Uo(5NVAq)RF!rw>MlcU z>aL9o2(<6!8R=_K!R6J0jY+v!u#yl`e7Nk-&HjXU|6g6t#c0o8x2O9rKO!)^zlly*7($4zVLuj&d*w!AM@Z%Iu_w!z@4q}z=Ne17ww28a z2Hvi$bDRn(gdKDT7)QoL7e#jg1Bmh>eufw1w+K2GPJPP685w&W=r31b}cLJ+(1+|-v z?n!ZRa+}i64$DbB+5Onp*B3B89CfVbdd_p)=DI&g)*`}K?nK9yf`S67Ct!%#Mjg<3 zJYapjxMXT^_){&~C6(gTm562q5s57DT_a`rfTvUA<5#fVK%#s^g0TAXngL}5_;rY0 zQ%}mQLw?>a6+(GKxG3;5xrD5Ujom#lIa%D&qODu_;3FQF`%FDqvQ|@_EJmA0UH$_w;eK%tEK9w`A`x{$R?srqSJPaw~~1ZLKZldhC3O zI;u>3%GChWeWoh=H-kKU%|~9ABDrZ1^QwpD1hrBqKQ=&XA|D$!^PxQWHwBakot1p& z_@=*MY1@HIf5p;=%1M@^cyI2xv7(2wpPQa>`&aS>3gw@ckB=_=hIySZsyXC|=d`7( zP&BMB<6ji^U_p#FS0Uef8F89#zd+UJu)_t)<#EO4<=iPPV&&R#{ApP?nS@(16*`~M z7LywzZ{Hg484wWjA^V)&^!t;6#{$dvJ0Cfm^AM&ld6PNbCUM!;Cp6cvw~X>#Xu~|?wQ1yWwZ}M zrk?$3WeO+u+?0GY^TpyXUVz*=-$Ae=<;;#~-KMCb$9dkF~I{hlkR8ao5La%O|b zT@*h%iyF^eeUs84aZOG{vh9^zeShIolzOfXTmP2dHf-J;T~SeSk=+FmoAx1(TS!|d z(^sgOHzK?7DD9|2(p%+wd3@Cgp8f&9rvWV&CHuy9Sc^ zecv6Oo2<**uyyMm7Z(>ND4vAwdE*Dd1Jpy@sWMxESE{@5!121rSFBjRLiYGs*EQj6 ziqjd_F8kh;zhq;xC_jgPK}+COiGPMDqoi|f7ZnMr4r!9LzOAjTCe!k=Qmm?6U|^vA zk3W_jM8qX!LFOG4i#TDKp98Ng`9@a?1|t3>>j7~N}p+?IEnax zK6lr$12(@J2E|caRi!`_tZUaYut_+mSZA9~O~iZ-9ublH{>~n?p6uLQvA`h|PfDN= zzu^kOBy{0|Kcb>_x9&rE4B_A~5f5;ML;@o0GjPhMhZ@P3?xT#-vTOHQ+zGK+0f_*d z%<8*id-?g#<86IBJUosbJz5>Bwm;`*;T8sGt%bTT8X>G3_}T}>90aA*D<5~zuM%+# z2}udMs*ixSmdj*SP>RkUH^j9sLxDtT7{;p<9qBkRXjl<^z3{=N5Xd)olc-ecW?_p^ z5QF+t4}{E`H9@;7Li4^p6m-;1zWnIW1A+mGIImaoWX(YmEi&lfZq1W%cRj#IL_foC z+q_9~X`Jf@eOv|jqnK)_1S*WY5EjEn%c1We(0sSc+*A-!r0LJBv6~QN>!JC1g*sx^_AJrac!=xzv z%E#BEEp3Glz1-d1Z``~|id)#D*@Mh^qf0G7yfG7A#Joi0a z>KUUy-mLBUa+f{rVFGH|$J*K#(%Da+K5h8s&T9MasEBVMqaY%m2EZdq4N{hS${BTK zRVz?!R0X2_%7#nn=J7 zz!%{Ki1(oeoLN9FBufhA!F>w$1I^0965^7038j3=h1dQc9@;!Qbd^sPxi zUz0#aF@zq*L!*B=N)Q(jBxYx(dWOoy(o^T!*ym&cM%u&9_CX`m=4yf_p$`5@=XC|acc zY9EpyP-PXH#^X!#(iOZDG}%j}ioG1sbIhirh)6)}NM+nFd zBM=>fqoZjt!hfs0P5OxBGR}Io5(L!&yTMBudksm|(FOLB9Fh@85TEL`fod6+Ej#jo zoa5I1{5`i^y%v~YFd7%P;`|?-uMEd-KwNKfT?HOMq zjH1=QRKH=$YA5g>p+9*QBZIMQRq+XsAqhbYRiRJ$x!M~ZBUL@?uWwf%Z1AEMTC`|U z+9(j@yV6o=(9)Kw>qaMg5=ub0kwraeg2Yd@HKU`BbRXbGTuals1q_E`{6%xtAs%Evj@oDMYWU6D9+J^T5Zpdj2p^&K4~}N6%Y`?H%V_5 zwm6kHGa7JG$1(>eu?xjIj$jB%VAe_CVe-gHL08Mn${GuG$^cb8XnHKGY$GSU;Lmi1CFW6bdGPe}9w@-c}}I zPeCPoZEIs}EZQw5rX3*@q>Si;l)^#HGXHV|#()<@sjG)C2DNtYqnugGMB4!^+$3S5-YKywa}|C1iQGQ9@x!-#mNsQqvx*rS!J6Jsqk^CCWu zuw84tezE3&)1(zCGXMtakYGqyL5U6(NsFkLiV$melzM?dLsiTToPnaN2GXixriC7U zjCcQj1&|@!R=*59+Lqeiy}UxO zq+KZZ2&)bSmrxX_oC#JjH8llXLxqtv#p*rWxe2S{dexk9d+Q|-WS$&%xk{TJSSxvr zFuxT`PHVX`;*~l8V*$fx5NHC`gE&LPVnhsDaCf9ax`iP^M%#HJ4A4UE8`n-}n6Anpzb7|I?i)`I_WKPCssCG$>C0wszl+^UolqH`rX6SX2vvaacRBwrxE_%99DR! zaN%wPR{0G@pf!9e*I;#R!@l)@^`?Y{ zg>}u0wbT)n4OXs(JEJbow0Sej_meZ!28-jf-H2OQ0T?OluBV&R1|})ocyVU;uzW5C zwxic%i8BD(-YjD<0tt%X6=F(3%_uy~GRAYO4(7^eK-&nAM$txf@slXIQ7Q9l` zUB7-m)tTDel9zX~1^T?L)QD0HG){%rq=~r9LGJ;Egc9GoU!u%%l(5k=m|RbBU^}S4})k1J0V_^76Vi z53zV;QRc(_$T`Zuuf}3$PMtdI$q7mXiT6`|0`?R!fMUzoclcj6wV#Cr2**VU&Xd#z zjqix@Y0~NLJ8&++6q-}$Vx6O$u<)Zx$(p}Ics>9zfMW}8K< zBAuuDgdVbsHOCKta;=5Kg;-_47JT@k+M}fcTSgM-X#xR(wHhuo{*9U0u+bC8$Pfay zP~3=3Hk3in(7fq(0fu^5o{>G?X-qG8el#V)`9MBL;53^#0oI$U}SaXuo35;%W8@Msjy1CcgJnbPM60_@?Y{ig}c37Q?|TD@`a zaTFPoNFZd_;Q3Qwfb5nopGnV~k%m{I0!Nl< zuMR%(3zVp6z%n8~1Ix_ION5?j%t$hs4)Hh^y+?$^!Y!ts<PMmDB4`S*aA}~Z2K<}$FhW^F0WT;j>OnmP zDbnV;j7l$j7(}k!vL&X(SHK9gQCf|D9V2iRVBx{bWvs+8i~>#t%Wl=*C`@!#a86_jYmP~JcN|gBl@r_8GcR<(=QKRS03Mq?tb`f_BagU@BDfD1ZAnxaPc|RQN?79He0D3*~uQzxtxS_}* z5t7KHz^?|UJ03()oMxsxk#umf4uYZ}TLPcfVTFc0T&7QgHkUkiP7x6Fpl!dV=-|7Z z3`zJPBtFET%w+fBZbZjEoH7AMp&L z!6|%P>_NmLEawP(E+v-)g&U7u%YjN2gSwNrpHfkfgI<3ROa}0?dB6UHH=R8;8%CX> zOq?bzPXr1dIOb6Qz-Rcbyj-SSbnIDE#}LjUaf{9V^l-U?s85P4!bXDI{tjxE|A%EO zgik!J`Qj4!I90EN`Jh4NDYC4Fb@9@!L@{p+JNM*9px&CsJ4pResC4SHtYh8;iWY1_ zM2KKdn+tZIV3B&&*zk3Mwwb4ji~=HcgulykQ_ zDJ2y@WcR!2@aB)|n{MnZ<#}I<_bTiBk%$A$R4o`;A)Wp(zo6ju57JFSSsvrGZVAoBpAUpS%-3GS>ae{Ti7fbczmy6hhS)kDn)(`QR>v z@w~zdaRzE7$f@U=D=3GPozD;^$Nbph-G`-71^>kn@;Qv+`usn-929;s?jYAg$=G!0 zDiQ8+bN_vfCYsM_l;U`JWw4334;)a0f?viz|E{uyz3Ox+x|ane`KGBVs+@?EF!9M0U`2)hMJVe-hoSvRe3&8&%!$|fK zvVihpjxQ~98Dn|7|4sBsNYty9zkaWaYtf@S0OgF!-ff>*Z_<~+CHoUF{AcA zDk&>dzP*x3@^99%#W1R&z!JIo^%hY{5M!A{`ay40pdurrC9#IvkAA+K3VQ|tc@PAW z9ukF;osTy z!P4*u390a@#1q>uzS2_Zw0+_AcI0P8n6%{5Krs+JM00?pkAn*4CoPQ_6hPbzj*QgA zB;-azbH_1i{AfSF?)f?I@u>6d9}%C$ zaOdy7WrV~{dJs?-Hl&(0XRCRV+@-3vZT1b+iVrgG*H>thaJI4V5xkI{Vr z`vQF20$ufP#BE{p^J_uzhY!^!*NS47a*~{#?%4mgM8+qxomdKGzoO0OfK9#Xgw3#0 z0WTBM$*O#~zns_Zp{rh3It>JtakdSK>7aGDqV#i-RByh8M3iw5it)mY{=*>m=@-VZ zI}yLm|FGnGneExOzb=H%!QuJHdOYe+PQQ=m*8iqN6viniD1YqOv6ZV=DYB{=|BS`@XFEvafl2gK77Q5+f|cyNj)rC-U7NV3 zuqG!zm&v1qaQVynF)!C#9Cj?h`XcbLxa_y1NL@lW=@ zmLehs_qsiJ;0-AT5Dw9=yBB&NKJ-4sr_xi77^GVyTM!p2luJozlqZXS`2`v%`HA2M zEB}KQ_IA%L@-4V2{)u+mA9J7RLq8&m>2qyCn|>2Nv|Q>@Lym$GWdXjicV(+#U+pqVI z4Xkyx z`Csqj@L$`8S^wIF{J(g)#l8Hk`d(nl2**C$Rb`Q>31RLI9Ii}kY^JtovL+voPPr;A zUBh-X5`tq6`oZdR9MWM*l@uMYq0d*5>;o? zF-XWT6rmr{WMhfq-+5pbwgBQ&9P!PYmOy>2jOu)o5~&5ac=xe5^wVkQXpEGM%yl{w zauybY9^DdzSYQ*iC%gd3s?(}!pEnAbK7+OL+lYPphgndT)4&{(hZLf&(MGw?i z(3(DzU6{YRpka{i8a)vd(8IDXufn}aJ0+8sV$La(eJ1dlM`c z|EMTsC)dUbl7@#!Aivr+qVW(13*o;(rW0>jRfJ3(hz;Y|-*9!#n>KAKE-86MU)3OS z`xH+Gw<=O4ZmEH|%V09L@m)koTmd*J;yj%Jt|zvL^p1g)3kUNlr|$mcx?fdN#UuhrH57!R>oRbawbfgTSYplvszmlw2C{yHENZ~vgER^~re-d~l(Nk^N8vACfQ7pSm9N0r8 z_Op-&$wq(3giLn$%-K`-qN^h>+HNwx$C#yKyMjX5f?s|CNwEhTD~w4VzP_aD(0&48 zh}T}lZeg*>!MM|()x!_!|0G)YRG_r;E>{cy8@-v*p$x5T~36I5~GD5FJ6x`6s?_?8|XBu_WbbGuTQlt zfnZ51hMSw)pswD+RS2!Q^XueCqlBDra>2HFQ`kG*qz#D&DmHOU;i~i=$l-bju?JYw z1#+wsmIzWKfU>CRA6$4p*6WlK57HJ&C_0y^hL#j~m?8U1!MLN+n0~Rqt-Cpg-fY*o zmFSeFLeJY4E`Ve4?z|XSefu*z*_z;##fGXP^fjanC#XW6p+K`SL<<7TiF)OdW$It{ zDwYplAbMsrxKtb81zchNM(5c=twQ;yBiY{vM!nsTAc*peY=DNAXqV|WcF$1kdm}tX zV%94qj~yR}rCggB8qbmD<|qZOO}a#a1$`bB8F`j8XRLNY?;s(0pdjj4hW&ZbCvef6 z=buI1ySJR^=cefzI45C&q^S!Up>Z^tq41IKzfoNE4k1;(L)*^XoiTXd&8-rwYHGOymhr#zTX_UeP^uDT8*8!cM z^k1M6G!lYkZT~_>%$L4JiCHD>FDL<5Srw?p6o)a>`3}@n=NWqvGT=g~0mLeYG@5Oxu(6=Sg{jtct~PiUH+i z^W>TmbTA(dqVgAR42W6SLPG0NpAoY!QABVe>Ok5nA*!KbBb6j%;dDBBnaM}d_Wa}% zs;Yia5^S3u`ND1lHjDV-CcnB1ctcBqirbCGsSM*57z@d!CyFJsDJz(OyT|h8a!B(? zQ}@CfX9W8FQnD23fN114{f$vukJxCAmV1C+<{=$tWaI!|dskQVkRq{}5PKRZzi<^T zI|(LUMOo5vWjCa66a;dSII7`QvH$k?%q(3DVGZ>qZ>8?~sUqRI0J{QFzk%`o{`bw68$xCI&xZ6Qr`-J&=a_7aork@mSJ$@Cn&X`-m9)5o13m0A>MkuPPMxtORz8)Oc@%cM(bs@10{RFZ&a!Tk*+tb;C zGeL4bGqbWGJ)sEn13iAT4q3LmsiuM0BB;}qq>UA2(^P`a{Hsv#B2mcc@bDL=4M7(Z z2U(eGOgC$QeCkwFSLV0xBs9NqxlVAcB)v+S4B6)l+UJOMqfHqfODgCn@?h`yp46`nRZ`A2j4nK znn*P~2@icwJ*0Fi`8bx4G`_-rl4{bRj6|XU7l_ge@!KV%Jy4~z%h;jN!sT3&*4f^! zw&1^`9A5oriaTW1918~p9Ix6}gXZ*^UK=T)ROMT<{wVl{Q1_Tke+CZn^TfDAY?8=? z+I33H6O>TrqdT4x!qjNq3bq+6V@cJ9&Uyx|`Pa$r zAcP|dQ7KQT4yg#b*550>MDzVwW_`Mkl|jiA4HJ>G@F)6{GhERO&(yWchR1mF#_#QIt$t@GD*uclqNOL6xf{*nWSM7CmJ+q+yVs@ z1AV71mF>RL^7#Wf+ph8WcctYeVz^^PS=nG$R|@)fzr%W=q^MZUq_W)+@9I39v=-E~ z^b`^dG4hixERSRJH7~_=>+;0n3OM>rW~Rtcl$idpmcNY3X=fsj>)Matrd{)QLuoX} z56eQq=$$vg5d?SAl_Bo}lQ{Xlt60*?FQqq;+%Teo8%GwJ24N)ur814RTWowwluYkz zPF}g4{BVAd>g^vLCtTal;5j}iY4=2MWSjf7C6{~?o9-T7rrB{w+G+4TmxyJ@1K2%D zdu;umeSG<=i%e`6wbSb2X(MRhpT~gswfxoYe;Ew)caU6n&F=A1kQ(T}+MZCymr!S9 zyHE>TaO$0OlNSo-1(n(_-+CFzpq1G4q3gOxPi1NH!_qXB`7-%2W|5#ni(WE+ZQcq% zlt+KEg_%exRDR>2mt1GZDZNhb&ys>~t}Z2^q8xfR8KFm*E z{LOa$Gs-_KCJI?qoq-Oahqs7_2lIGOj|R3 zPZ;wd$j5(OaYJdZ`{$PTpSZg1e-@7amkO@Ghbap;`*$y=4m1)x4R`&&D@Q;*l`TX| z#r8|>pJ*$m!Hqb3{jZ+=zFU8KiT`fL{U4|)|G_P$Q0R=uCx{Ib{Q>WKMv8kz>Pgc$ z*#^{qS4lBXb8g>$0_`1tZc6S5>}Ujf$%Pniqd2RzlsMIIjI%@tqA}rstGk4Q>j{FJGS6DuhY_{Vu4}$mJgw zZofbFZvB8uvT8zy0=- z2)NKBJVQ_1TpES)hm6@M^_h>At^tb{F*~QgdD;WIquv8%@*E!V$yJkXjq%Iu5~4zTv#%f3(LPqe?tod45FiY4NeWYn9{_T%P%6Lj&e(E(vduJ zxPGHd=1<+&8TN&deSaZ!!qP~TRa{-Xa#5}HH#joTk(*`g03aUQnGms%#b|Z9^GMLt zbUx(<$~XMUofZeuPAZ z`;D*uD|j?HqqcBcE$);aPC@h5_X+)TI}~W=b0ZY zt*Dh^x8Hz`w-P2J4l0P13{t_NKIs7tt3kPf!2mB%n(?3)3cSxp+-rh^bgt5JHM{xL z(YiL5X@%PD#A%eOTw0DlB`}Ra%2SiyS2-#X<V_%XSbQO?PyaUdQEnnxwx}f?xb_uoYGQMT~4g z{Kc7J0kPCTk1`Kss}m`-_RrCVvPz|Xhj0E$PO0zq{KXXSOw_daW!?;lMDZQsz5Eg9 zlvJz>c*^<(SvwtT?ezM~vb!AG5vN-rcu**5EAB6s^VzJ_%m2%ot0!0%YJ@csC=mXo zCw}~eR=P4=$%0$T&; zfeE)q_tG*2=YPT!PRAbsq*n!Wr;YE0fL^m#OiXNHX6GGus-%_lTNtbS{llTOE%G#bk%$G%Trkzi?L9Vl>#-mIv!pR;V+ zTM`P*oBkt2wJb{Lmz~k*X`r3-cereUuZ_Ypq)U-pD*Nc#d>!wdwnv)k z<<-l-%$ZzA)CMi85*oqjs}8?qpe54hBW3>TVw6|&cSp$|Bb$MIxc>JkB>wGNmIm*+!Otr{rYfgZr}lp-^sX-Dr>+z5EQ$P;>G!Eytf5HpVA4>5-qH6!ZKC z>VM-x?4nTqPiQ{>;Ew)v@cK7o2MGyPmKe*7!V#4|#i968K+{kEIk@jA`(hh?m0tM& z5_Ip%9%g(t343qNnInr@?^c|rjBig_pRwszokh;xS^H}Gf1?~`?OWo?F23;XR{i6y ze};m8_$=pFiwxA{==wJ6bx7r69_(kR*NFhr{=7s%>vSMSXvTr7ZlJAUZAFR}@w$4t zbIwUC;LMe=Z9U{DH-xS_+ftg6)t=--ak8p+x(}Kpf*sW` z_kuJj{YecpUV5@y?IqwE;_$R9g|V&)=yU|kbTptXri!Nh*{3Q@?0T?ec0mSEhFU}p zBxds z6TFI#p>-|PI>EwseKy*b<;CcDy8=VVQ=l+Vtlv6UE^6e?O%VM#v+)T)J-Px7(8ol^ z);+gvjv^yVz$Ar7f00?WeaVlU_-ci(l|{MQ^6=0w!K984`GonIYiI@{^S4M>Gnl^A zt8J%=yAwR2-q>9V_j+9QqD8*iTAKAwK0pa2l7-Ln=W$Tlx=~+{si|fzQyTV{7YS|D zeE{t>w&!}xNFotfF$s}SbC_MFF6N39OcbvAh0$A=OqRLEq;lojT!fvK%n$+ei@-}3 z_u2HoZAfgkpnXd+)V&!N?+#|2%xk2~US^r&+e+pm5F#CYe&}IbOe8*Dkjj|uI6`Ko zpc4>EF>#$9gj74zt&&IDp60tfH2G(~afyBTx*_AbrcpvPl!Eu|76xeNCVe889(+Vs zNOgj?7+<3ny6ea^N}@Fptp-<3xO(F4sq|@JrHl@i>UCLUN;b((#tS(%fXp6-@s+fv zslf4%PO&Q^kpP$8fe!t`=q$KG5b-|LS%mvP(x36hepRsJAVYJm!|E2>+=M+p85CL^ zhaRFkk#toM=QT<*B?zftNx89hWJ%yyCyPW%G0Xyr!O4IoNx&`XO%IrpA7^a&^|~&z1lUwVPpSdDJU?nT7`^DpfP0%{4l7=tAWJ+@V&y}x7g2Rc zcNco>8nZt2Vp;<@lo4WO#}wiD{thyigP5|3hfQqy%UaJ+9Fdre3{{LU2-Ujwg&_xB z5~L9nZNxJZ%9Qc7q~VQ>9Kh6FYD+33!kTh9ZxA2NN?%W}E6i6*9?^jb!s@!6r>~&U ztQ~@XiFi86^Ui_gfH?B8w#1%DpgpOY;M3ei#peHrLTG*}VawcXI&s-!Y^cjj7bU)R z%9LMVb&L~fq{AE(-ebqKJdO_D1Bsv~%7WQlq#?~q=GaI48wJjSH1STN1uz~(KZ4>p z>~tRvX}`TE5N#&ku+Ii#Ad#|X3Vhrc*2xV4r~CS%d^N|qmH5FL*#D#Pdeq7IJwHcc zJ^9mi`i{nCdG9-oE(Dcy(y3Eg^*<1}n zW|j6+=E&1BfO!;8#$#Uxy?i2})fs=#dt!9S#i|VAHYhPDjS-0e|l#NmmF74@?SQ=5HD^o~vcIH~(!AGGyD z=!Mb82hZ&j1aj}$a7ot+Kghh+_YvJ&fSc@afnljS01Lw5e+>r) zH`FwWrO2UukS>lJrfc>DT zUV)bD*+@1nd;mhwK@VYbq{go!W6rToYUs+Y;YX@(Ibcxv_SrF~`i;7=Q=aL~_9Yoj zrmw&tVJ}X3kQM1`NDsh;L+sFj(0&d*>>sdaq-q`wUf+J}_@;O7-+zQpfP zgw29pi~+^g&7}DZ(4Yc57Uo8W5C@C%%p?IEuzRaSH{(X(^67)3Ts?|mcx1L285mL5 zQ-e@}ZZ3cJkw8jDWJbn#van&UM^T#`4#mL-XFSO~3QVab62FJ&s2?QlYM=|)g_W=i z6)>-agEUH!33X(W2qK;o0I4E8yM#C9CX;JmLgGLRcs&`WeEM{uo}~=tCy`FM+KLYJ zw-VWRtkKc~EvLa`NCf!h8Z!GC4_VtIeK~i!r9+LhhGPWN6cXH)efQ`qNdnb8%{)Xf~(|WmFh$9h8 z91XKM5ucsXC0pT09BH&HC(aRd%<4Gp!4`+X9RTeoh#ifi3n!@#F`dlu!|2@F&4T0j za}_c8GZth9Prni!Ai$ zl7eR$+qL7QtC1LkM*GOXO;Vu}x2W|j&K!PT5>JERRgNe;Xv}=8#y|?mnqN_D<>wzK zelr-VQqyd^DkWfTs(@Q!zO4_BKY8{LMJyKHO5!lVyqGv79m0H9`fw@D9m{3d+-N$c z$CxtBrTc)G(y)WOP=D8IUL)-*WZj!{9D2~1P>VkYF-&inId7Kz^A71jA#H!2!y|Rt zQl2=sJE+R$%n*-oba-~{DyWZu%x&eBt6NzI&|WaIXIrNTRv*f4*Fu0c@#;JR2D9k zLxtZ_{)8C{7IGs4cJJFoh0a1IE0A%XRC)Zp2r>kPl-MvwVX6TB-~;+7v2m*qV{7tU zT*zEm82T~wW;PV~Vn)bJ!2BfkUNw=XuuFk5)QJI@>HFE1k?6@>_i|WtHtD8V_b5MP z6_&?K{*S8O1f0vY3;U+I5Sj=n5)CRuDN-4dCc{S3U}~47qREg-$xvue8Z=0nj8R)5 zN&}jUGPG4hrGagT=Jfuqp5y(#E1*SXGhuADQfvyh$I;(Q|Z z%c3?hAwYx*5cRM-acynFMVn@zHnd-hVuWE74$Pv2SL!$65N|B8-rU+ZCBFwP4un!{ zC>>X9`vP7-)+CH9k!IObVWAH@MOanxRLVG)MLz3^QN|>^0~T-o_BT=~?9|T}Ja~(d z=u?iG^~}Yyev17NFk;cq+2LVf!fLR5eD%l^gx@{u zS~LymjT2u1%`z*^Rf(n@Q0hD4ies>7=_L#hGUvvmKJq2B<4l%}`4wo~DN9twKvnFn zCt|b@GR|*xX`Sw-311A+P^@w1WBZ3oRjc-`YcZlbH@V}JWixkj6E=sFHZ&YMGyCvK zK1vLzsNOiYx(X)N-VO>sy$LtV*>)h6;;9`9*#6VYWn zrFKwZw0cdrpJcNKgak3pN-Rxoz`AELhnp0hTwM0(1GhpLxbXT_leg3qNQ&zMwU!aj z{|NjL-oBCT(0l)5O{>4Lm|!D32mm$0Gski4nDs$MTIO?SmebAweH|B6IK?&-zG+Q)QWyIg1N0|Fh>hY zW;+dW=kIom2O_8fwiQq5uoY%QM<=eePjfc-xNWvwlAE8%0cE8;qChs>tjXxij%ml0b%C~Q8$T4n#kC2bEv>_qn*TmJ|8V~)1ns6NdS{G z|K5uqn{`s?yygm)w;zZZ^Z7)~k{8B{m9_~(MmALWRgv&g4+nG-iF6ITD{avK3qKvH;FwXx_h}zX_ed4Q@?76Nm{4s`JxN&O z^8B4Dz|t$)!q&AEXHr7okaK>d?D6!JRo^V{XLcNE6(n702xW&G8h(v43BgxFKrfLx z^M~gM|En%n^-2#qFUuuxl<3ptEj)NoND*r?0z5aG-iEgsov47*b%R0_)gKI-E_ z(UYhl)Z2nIWj- zVf4$(I1isrz;+6{P%x7f0*&F6<^md&YxIG@md7;hW#h6yx`1myco%Joua?zxqKG_4m20D{-Itw_9=c#9g()7y0X}bgG?GA!qHRQ2N(viQeh4um`>pa- z0c#l;lNB}qm+(fR3&p5zSgfj&KiFNgArrH1ydf}nA-5EJQ<#$Bz-$c%SiVQiEOjk| zL#$aTIB}FHug*&#=N*Idl{DQr|+vTWH3=nOH3O<;G_+QLV?!XVx<#^C%cjOdtl;I(PP4+f0E46g8W1-||9 zwj%t&hB@wj$U2}C!jj*RW?(RljzaeFX-J8b%a_*aHi+|D5CHAz&5eVh9r0IjS}#ls zd9zS43*9wFb{{Zf6Vp!0{(4gEH)sv`iB#MA+#3heLClW+?LlM}FP@b9mdR;7Zy z7AY}+QXH<_4xy3$(}aSJZCb@;gxsZtQ-AI<`p*V7eoOP>n_s@=y*aRegl<)6oyeZ} zn+2?CRo(t>L(anQV&(=#{a-nlXQ$oBYo6T7UUxHPPM3XR_|cV8{@%N0F1%RNNE`3ojm z@GhIVT)|eX1<%l*;mtI^d~@ ze1DU;!{o?O?f(jQZb7Jk>kE!fT7OrCVR(7WkrSjDdC&YUmvxIUF25s<>oZH|(bKdA z6;X=1HyTh!UHJ5TL)A(_<7f^YdQ)+&?}!(${s&SlazL<4xE1GfRyJ=MfQ8L!f>89m zH+lesGaLbLDLgP2a>QF;-XA)T6GU_3#AipDN22I)pAkB|_<~6>jyL*j(Q)jYaX^GA z-!E=xu9+r?PnK@W?|-j+%1FN3C|gs#srOB{0eh_8&bN`fHBn3F*Wo8)*XBBnJkxP> zoOXCO1B2CZI~T3Z9 zJbLov$-plrExl<;aE?q)NlChJAtp5~?M`uVIKOE}#JN+aw!?OfxI4eXL|BIluglwy zAMe>ea~Re<$3*_J{y6Y-*s^8Ia6evpad%|q0n=3#P*cOKVuavht9(xA$-@t+UUH1L_|R;z&va!bIw|tr@XVSy`D1 zk}*+SPQHYmjN4D1>?06xZFzY|BO*x7tYS2Tb-~x?-&0K3^g%<$ldbW zL|&eSy;s9Z_-9Af1*nM2VJ=2V@tsXG?d|&|m3fUEH7XIigFT_4f4H>!<02yH2_61+ za<9;B_-uKyeQE=8T$INxm7X|hQYjENx&6iSdB)ZLl98E~k3IG65&kz+9E^>%_4U=I zZ758`>Lk8N)wMZnH>{#$C|`v|sLu7CHFKt@z%KFjo{c+>n)*oyfqiyKrzq6C%G@>Y zzo(r$cV5nvuC|)%oz>Ne`U7xL*rQ=326YnrH9b5$m@U(XvoG??z0OX^6AiBxA}5wiICeR@Kfhtv_yiWJMBtf`$(%8bJ6t@xO&<&NjS{i zJoAWiOHIE}P1~EEo_;9UWY>iYdSI@TJp8|`ta{4JGio+=-MV$Rv7@1%!!-$?`Rd#zcZqz8@l=`0f-Ko~rHOcAen;WcjJ+>U+Lt#@+QL~dG>`w^4Cw&9%IJC7baHe$$-U@=f9OO6(csWBQDsC5@N z5&xre85w)%CA7}X&21woG5BHXm{_tWC1n(Vd8h7TlOnPHUgjH7I%TN}+damt8VJ<& zahw>EyUO(rB&OMc0|$f=NXsGTv@?vk!_G6m?Y6}w9+;l4ZUXb0%vAm|tG8$UQQTn{ zVI;SQZ;xC5GK$$c1gbgzX8R5usHpfDeL~?{j(mNZ!x$oa{)_6jT=kJ7IX|g}u`BpL z{;5p|e_X?O$foMjN=6?Zi|`td6|!yHj2I1iZ8Y+sh}=uG$Bfw(F~eJKNb+HYUwDY^ zN3hWTt*or9_PYnCz!F#2sX+N!W5qf-)6dV(B_{{IK2VBM@>XG?nvsz*pBxeyDRuw; z{bt&KYpEvHu8li+{=Dqap+l*rbea0Vaq(f6ICs6!F)-j>Nv}TCcoh_taNI(~`mR0G3fx_Prn@OKBl4=0_~yrV;#X2fhSEw%I1S5ld@ zt_S`l(`L-*!3WwbUi|X)m)lj14<0;_@6%@+19W=Isu~A7rwvfkZ#}SSqV|lXUS2z) z!)n2}*=&n->({@+R;9n{Pec2W{c#iXZT#1O<{?Q58Ws`t5e_@`3ezJ0TEa$a!+P^;UfVRdxR;Vh?XKU<|B^>*R7 zIk4bn%Zu{z0hcaaQqOa=ww47GWc#)4xu-h1y3_dXS4~Z#0_8OM_<3+a>?L0-wuuv^(p&jTUvG}GKJeE-69K0DDkXmXprVUEm^vB=ZDu1)Z)Vr z9#p{H)?%2uk&#iuiz^CrOif?2Mvq)nia}`J*rnJT9gvzQCx8FJgA(ZXLr0E;M410x zu<@l_zkb_^3oXBc>-$RAs5qsDZhU?{F*nzFp?%q=G`pnj{7=J5FoenHhWZup49%c( zGMQKtM9-=sF_=Uy4AyXnwzf3H;)A)T#?)t!yeh=6{`>E)n>KC2*lwrPjBkc-D%a+8 z+7lfuqphv&!}3VW>$_Whi!f-R_AyE~M?>9d!2*GF41>Pvh$8mv!+KpE9UY^OceWYl z^zPj|eM3(`h$52!rjZ(c%-@|kW#3OfDlNYUanrIlG%5vu?^~R!VYO}7u3cZ1&;Q8X zxw97<7ukmoA68yoJ(x!1FcOOW`}eytSm6*BIUa+~?%UTlqDRGfmx>RG%&`@t+b)~+F<(X3#dJ1fK_$V8DDdgWdi3UF=Rl& z#Fw=?E$(%e z?~!BScb`93;fdb9eS7Niy@RXsj2DX z>pKm)dl$h`^*ndI)YLiEAKtzVqdm9|lepXW@0-JxIu8Epi^}V!lm&Yo zI%GO^>hu_den_}!f}Dawuh35XEHJ{k)YMy$Sm97%*NG+@Hf&Hd z^ch0IA|yF^WZI6w5-JndbisMf1o~tfyUv4rXU3d4g`l$|n|`vFGcI4Yq|AJ-wd>RU zp}%13&BMoDDehTU_kXnjzIEM_latLu$FfuX{r!g+7_{%bV(hiAd$724v{ucZK6O5k zpRLi9TRm<^Hg)ydcPiJ4z{*i(e1la znrd!oxeid2XE4^wvx$kFyLa!-UUR434l`ZI8f+$Bx#0j`d1<9GBXp1C`>$BGOl!mN z+fq+RcEebCXx9oY;`4^gv$Inl@Z!yvs>;e5L?RNZTO?Ni7_)=E=^Z_K^dHp;dV1UJ zlDyXxpH5Bcd5SoMm_|-nxvFNBOi_n)>#mPsPp_)|<>1hD(V|7(&$H!8F1K>F;j}0d zYAVS%3m};*my8==F|=tWijaQ&`VBEQRv`(H2&UEH)TvVLZ>ZhbZtT{8zV0L?}m;@;@ z|J(q|U^}d!JDLXP_^QV;QzdGDR^So#EH!7b{p4=rikFrsgpCVSm zI|qfXukS09wGS*P38NFnSuQ>c0;Z1C)IDL|%jJUx4U*w+@q^Wp5-6VVuz9!38P#H9c6H`_~XZ-lEW5)(@BVROZ zJ^f#yw?|*wfO)aIcJ*$GbANOcVByVVdJ(N19QuRl3#&J~x(<2jm6h%Kw4`JjP=w;1 z^Z7={dGqS%yVZj72<1(bV!P9Wrl{{JM|=N}nME9FHwy|RK7amv$jEO@Lt~@c-+zaK z-3mxQMs=yTr3TcMDd`Kb$<>~{z{%+Zw)5hCSe(0X{J1Ljzz4OTp`l^KPNOxRPbiZN z{y1UZmce9DhvMSKf6qO$VWD1mss4s>(_i|&*aJ3qV};So*$o$<1jm%UF)^KpYgBGJ z10y7CE?(h_<*>_k!trOMWc>4-2H&yxa4gy8g76Y3023RQ9E|f z*QiTPNo#Qx)dlgvCP_IH3SZj~U31RetfEhAP_6CWQBjjGO&M~2fX8n7_;oa)Cr z99jjV!Ncy`G*H*Q3)feQuA=ZuZg%!#%6Aqq?%$k%XJ%~kPQokM{OLOPWfSkzK<-%< z6%`3*fwa1Ky}x^r6%j)cV0dlgO*Y-Wabp|pU4#>M1sF&94V?x5DSSt;H0KF`yd z_h4vp(n--B9h08ED!+nxwIajh3;wdR6QlKxk(!I#fU<$bg{A5z86ZZAN|}ESBSY-% z>`axS!$jK=@bBb}mm(o2K%VI;HNfWYzfXJmQG~}t&QcUh3@=&Y+Hrzz%Dv~$kA0CB z@Rzab;K2y37mF+s>DpOpOTr^%I@zi?z*};mz~IA_@>}nYn$zL& z_10b?UG&7)*4%zv$Gw$JFoWbqVl<(~$#AQEJWmhbh34iU0iuppO#B2(TU+`3PY;d6 z#9MKMf7!iY(c#Q%$^VvZXDk?xR!nm9Up!{29y!0Bfx)noai`u8s!rJq7lRaquVLC} zNd5_^ON3I=_V8M?hZo|#_^045#rMw=iVm=ui0`5 z8I_*C{wZD_Q4g8293;lO87X#%F#3uHT8CXhg3ma`Nb9?Rfql+K0BTF8I{5 zyidz$$InlHUjAeQ9KZhZr7Dz4At`k;irqT+`t1ZH5)h7yR|zyBTv=j;O~rM);$k(9L$<+W4&FWs)Zcrw#? z6l?5C#P{#tJ|me}h_xAceUati(F59# z5?{1f?azwuIL(?jfBp^%zo|}{o$y99M=()2ZST>eQD|o6NXRAz#~qWHdAbj86&V}5 zLVNV+S06s?M1wp8CA^02fvU^EY{3+l&D|QeXdw3D+3Vi-;eAzPaoGfy;JBQvKL@t{ zx10$l5(cl#xN)`GYhLEVc3-coRK#4O{jF-W?)dRVC|3QTD?KNVvFgJuRg&ra`bBI* zK+C+|!w&pVBw)QGm_ABRPTsa-M^Ay>;O7PdG7gz+n#6e$43q8#wW~93T;F(@)F`2M z_-OgM>6}r#VL+<}OFLZHp7h({^&v1KbIP`dPfR2}S7^$r$gCV3>v8%`#hs91UbOen zp$K4xJ0&^iknr^MF=PSKSO}JX>4IviZew=Pp?m3tBHfl(It)* zDJYiQk1Hy|0ZK$nUl^FSrs~1)0v({`Iy4|YYu1!HM}0?Xv^O?3l%k@3z{^%wjnz+L z*V^8$_g=a*4C+`7)HE_S`OYIiWcwQHhUYnbDM{S`Y=|5a2+88Oe&OLp6%f50Y^1~)3 z?MQeH$g2WfAP`HWU*VfeTgAmghYjmWSQhv1>Qxir7&~@hMCP(N8#auGMbSYTn4O#JjyZ;p zkI&R~>-1p|BOoScA2%Kdx`>F1x+PR*C#V-n1S4>Kesz;FIJ19zJxLTlX2{T?odLjo zJ<_71qaAy7&WYDCFbF++R*S@5@@YTEch%RXhz&(eY;VS)hz$IXoM3J)rP_~l^Y92E zY`=c<=DL70M)21md-vLgto-M5SNF!8;G;J${^$Ql&8Q*3&S=r}#&2u>YINnRz7oPR z(KV&n)S7Ji?h0&wS8;x@M59eDUL_H_Re%n}CIVzauP93oJ79L0;3pPbE$fk7!VE1z z1`9%~*RTUsc~`C&5ng>eeg>qi9j~W%gXRqpe%^ijn23C#Ha|<@+19WhdjXp`C)ZNI z6j&csugH+!efS{m{yS=Uj=G9P9kcU-3p+*~e_P|r+VBqun3iBuP*&ETtXbjC-W7hO zM30-yQw&DVhoHI_r9`r_Te!BfONQ^F6qo}U{AhYLK_e+^tlgW)aw04&S!bwWvUE)*I!nQ%J2^Q`J#E+WIyTFHP5YF? zd7nO@BZ79j!4h*(fJ~iH=}t2@?;;2z{!n{iwjA5^CTlY5-#}Ib2~!A1 ztq3fLMr@Mo#lu7rw~Y}KYFsSr!SJzT70UcxQ^oSyiJmEE-pOeSAcESm}hxT_io+XInLCp7p(-#s8{#5d2;!#-;@<8zp5k);J|dSz7cpG z>p;({OQRVZ)SHhWH9W!1hKox2Vp4S6fPEquDD-HLp~ZtR7;gUZ#gYS6;A8NR8)?)b z&Q*lU!Q`cpT~mRMTt@<{q4v}3k-4qu-2;B=j~f@l#u8Z$S%RXXVsOL>`;o8SzU>x0 zJp`j9@%*U66aq$dX=4!R7BhD`rR6q%f3Kyz;F2`FzfDTnuFT@A2 zeg05ql;G;fp`B1!-ag$^f~a&ZJ$*V63tioie|^aiAV)+DnjLR4=**cjyw4&qaFT>) zbQL-=GYgB*Lo2Z6?J04~H1>JD|Hh5v22_Wq}+U2sU+?cL5 zYrjAmColfGkVHjBUzN|)sS*)ANd5?`G1wXJ z;YjArMph^*DT%D0VLMB^xvkCI%}tH+!9U5XxOmev$2uzZG6#;Yjvz#EzLvfFlr?to zkt_R3@86eZ=WK=WJA8OxTYG!XYS%4RVPRn>cfJL?mmuAim`ZC-2I_&f#wrCOc`?Qa za;mDkpx+Iai%*;%;=t_1rBcuD!9M?lyno!W6 zGDZz6<@+$0T6Tgf^0}{Q>YFJJiDkl^00Uxs1aW_7uR9XWR5A1e;XxMGzkWSr#E70; z&JEa<7DSWk90=?kAm0L)vYr*7`WbRKr%Q){cpj|JO8zRKIXe&q?Kt*i|+|>EUJu)VD$&aB5i{(7L*RMA~+a<#c^`F>n3?Dt(!r$MJ>QN>; zgCYYh8j?`4CnuBfn*mdqE%*Nr{;YU3Skh zSX zD3b#2Mv%f2vs%cg)mi5poNz*2#StK^>)*T~?yOo@Vcz&KA1VnPDSk4z$3Jq4$9nJT ztAhv@PFI5_icf^=k2DH$aBw&@Zdq>_xoE-3q6D@C`*GlRV`Iv1(7OCvRB0wmP#8ac z{K-MNIXTmk?A4jf?HztTJw0siUU~18D}AZ5kq5(>sW4Q%06s}~-8&mvM@*?Ty?zj9 z9B|>#cIO2P#EiI?8YM4ZF4nH>JSV(^^$V3S7_6`I_FiS*J%00H|2&7eI}Y#H+}u3X z(QyFPXIU*REkV{3stZvt@7cR|D-=kivB8>+jbxPqy8~PjI9`|ySIADK2ogo*0=*h#_Tkx}nq zZ*AN^tNa*iuean;5}CRv>srN}qy1?eg*FUE6S*K;9>txPFOQS-qO=Z$0i#vRtu~)3 zt5&G#G(=amnRrm{)3Ab>NDizP;{i%5D$auc$lf&r0d6F@FS30@BD`jnP$DYjgtW+U z&XJ}L>NmpJ_$aiNm8E4kC0qIn4lrBHw0mzAT!yw;9$!nCq$;kSJi_e=m0j`YLUSPa z8g>(8ELl6E%W+K5>)7RTAoE%}5DvNeDXjPdAKh7*_0K>1v8rY|;tb;o3R$9=V&t1V zRLkskXwjjn`)1AB=Iyl!f;rb@hfw=6;s{a-_Mi{b?1pr@mAf(OyZ zc22e0e9 z1imdPJNuBR5WzWlea`f~6HwIQ4}$|6M{T-{C`8A?5)i_E~?yXqJCuWn{hWOX7X%{CVpE0|qc{?|AX=7R8N4zCF}_ zyimGp=C*3pm{uFqcilNS!^tGbyISaWspH`66uk6Jf`sa-iu1?9JNYY?YSkwQI366g z(14SPs!LzB@Yc`HTyPLdb&;S`H5Ta|we_z*e$;ItSt}eg|Jz38f3K$43_p>W7{XIA zpFaIYadCGxN9DCGQ>3M(p>gy5pTcH^WjGFR7 zH~>T%DY57H@m-+X6)*ngnBGo`?_jbue3KdCJ>MUnR|;yS;O5m^ z8c(h$H)v2ai3N;oe=!nq()e!=mzhQ7PpLudz7NDUntH%VV6wv6zw zz75>rudi@3dygOQP2qrQ!l~1zUrqV_O_tuz&MQ`|;22ROjC;fG!h~BYGw&aFQ8B%}`Epn{ z*@;WeCtUX+MGz75Dtf4;GOEBH^{s0guMee+cl~-DAg!Ck{Wt?Dj(GHt5+^1f*4NkH z&LJBdzR&vGp%vHCGf%bYkwXKh>)6~r>(__o9R+aq-#+#?JwWm_9eQnP#(R-wOc zW~i?lLKezU{q`A#nyOu@VG9=AyxEyJB0wps8u1uOsW>gvMvm+S&}(jQ@81|8NMRCr zCICuKz2ffK=ruXIzn5onbc+4RuV3*blQjv(!v0+O&4ejYzx*JouM-igxBQ+gfD|Ib z>$h+Bpuy)ROrtLC{1UQND{O4!*abU9I&rFLebr@<65+mZ%e_yX0-LAyL@>_cZu0?`bl>@((|3lY!(KrooHxSaQ*tL%Od>X}0 zWRJlRG@bmNPR}}RCrW(1LQU;Et(ehha^kbh=pv_kb?@Kzq*lvlz^=lF)UiZk)~s2? z3A597k`iK)F>1J8NI|zdrxl@{=tV|~{A9-^ljWrv@DsSS_2=nrhuPv@$x}xEBQc7z zTzrm-&P{q~Dr++3CvP@*l}o`}DNW~g<)^4Ww=OBfvQerw_iK7r59PU8a)|7Jw!c-`PwsP&NKy1AuE+IGP)9YzH2Zxz6I6Q*X~S| z_#zoK*~lxr&u%4yUSwi6!~3c4&nAy-H{C&Cb{@OmY1J1n5cwBJo<-SI3B}2Q>q3gB zuJ4m}@2hi2=9J!JT{E>x?Yi%_TzT*BsL7N0X!F^#r4jK)!Waq~Nh!LU;AjDLK6s+r zgZx}v22*$=8h454K_#kv&5Yr(Gv#|b&GV3QQ2B7L@}l)a-2hZsffGM^T|rwyJH}2B zn@|R1T)6Q4V(-1WpS#!ExECF_4ocZESw5hd+Lg9g+IPY3qqnt!xwe+b&Lr7sGIZM1&~K6J_8c~bPq$AzWFhrsPfYTxDS{Yd8w-C zcB!nt)VKc-DL+cnVRkruHT zO;i2y!QDI>MkEiKX^ckyT$vX-ji*r@RW>*28?k3vO!4gPTjDbc>v%{xaIH=xO}r4ZoVRU>7tS`@U0+ zcs2+4qo9^VK$l=8U-*tAA zVN~W6$#A&~|GNxcq3E$iv-hy24c~4WW&C-|pMN+-7ESzr|5eKA&x`;3Bh{j=tM>oC zK)kyAWJ{+3;@kfB{uL#N5dZft7hk#yqc}$^^J(_tzh-$tqy6ty;`Pq@iwoTUzxR2J vRvPR2e?P<{Dsuo)_Wyq^SM>j0!jCOYzW&Db&pQPRqbDnix#sDnuG{_(8Qa;$ literal 44101 zcmeFacU+a*mLq6Cp3LCG1(8AU*e zlCz+QNJdGL-&o+S>gv9A`*ywC-G98de?RMZWwZD9t#7S4#~fqKSr4Qn&Trm8w}C>T zY!A(&10DXe+Co@V?l-*bf4lk@{`Y#*3(6K0$`&p1XGN4y zq#lLxCq?w^X*rv~!H%11KGzl&zfbWQ3jf8V&-`$KfaOaJH`y7lsk zrN0$^_zibQUYB)OD=q)+@UfL_%YWNJw}NK*Z=2jH8<+ofU*!M)xWB)4U60*cla$zOM_;dN$g=2dQ`$+PWUBs-N9HV0b@fQcB$xO> zuc6pu;gOL8UXp?}or??BH*enTNa9eljBP5udW4yuUuB>vvB_7{@n%2_p1Ji#MIBl^ zzhQcA{rV33Kf58^WVGw`OkZShs#&*)jxVli_)oIYOiQQ7EiPHuxn@ok4B#LHg8+vae z?NgiQ@wacUtbE3G=Je^)F>=wK!#N{@cuwafPkg_tkf<^A!KpgvHHC`pHw!-h|#S?YZI-XhpyLme4am#A8N~BJ$_t)++h4jbFy~N=g%)5KmL7sc9!+fq4Tkd ziH%XxFTI~WjliPQ#O7lg>*INnF9=?o(`krPmYtm(syol%5Jt_a@NIUaK(W%FduURx zJu{g_J|+y8Pd%`MLJ2Yalf7Aq=Omp5jqABjpFWjURyJTQw$spDZ+rUqaY$saqskcV(I`hcc$7rpb?3Mfv#nRB~;SRnqjsF9jUuyQ`s79h5ddJ>FMGcTD$jf?C## zFJG=&4mQ^$jMTh5Ka{VTWgcF{oud zXEZ)9-N>LZu14GAWQ6ofkv=>E)8-7zfkrVgF&Pn&`}$1@4jtVTiu0>ms=uwEobppp zvN@o>`7UFh)8edVatWX9c+`ds8{}S!xL;wg>n?F`&9P1t78V|S!zxP0YZ}6T<6B6c z-4x4#1LtZRR2M#XclQho#5QRjOdqQ6zpT#&Hjls-#pVcQH#(Veg$6$Y| zBwx8#6)ZH8lsLi7d*j=O%^uj)WoxgK_;h4wZhFjL&>I%D#Kj+yT*7`+}_mSCj!^6UKu^0NAlV6fUkehpA&AN31`Ln|o-|+i(4&ycF zi}}+%JUrM}>wnD6nwc1g#F1j**M>TB6cGTd+UDlw3>_$x!n|7~!FenD za;VGb>PFSp*4D=HOULF7MvBYsj2Y{Gw&&jc3NDpogK=MPt%vr>7JdP?KG_z z95hTb?oipeb0@-v`~58p3HYA(4Gr?j%F0+j+vJ2kzoR;gqRGk0=O(%Q#P3xVW}Ejs zG!j56;327i68VZF#IdK0+NHQY{&iWUn7Fu{ii-cfef!40mol^&30Ms(B?o^!B}GuOAa3 z8LSc4O5(NG`>?>k-H4FB-*V#;Py4XQi={H)%I%WZ0#KO7JfvnVyOPXw^k|({+t!>bx2HF1*busF6m{NaGf;jG*laqt1kr{M|%g8@)=n!poN2~ErQ>K|V?ny#u z;pa;{82TC2rn2mvB(H^>zT@rf9cDYx&y0hBh4c(VND{5Z=5r`Ai)%{NEO4Z16EnYb zMp*c2vXbFm6;UM<={VI4;|EiKNY;l)I_i?cMtQ>M@bi<4)ez#Cg1!A5yStIP;he{c z+Shm1abK@^_J@1V@Nhy`*JXN~z2>7utr;eXBJOnLTg#uar?jObI$>KQ0*ds12)#43 zLsDoy^;Jp=_st(ya~Asg`cyJawUP%;I?SXZgB^02Y;RZV`T7-S<ig2t z^A=w#YOvkuC$o;HviAEMx20DOM?c{Cfgtl9Z{;kQdo?-IIg*qY5)$%3g^?LyaK(xh zF^HYX9_yC#%wJcqiyjHijh-25PCm0Z*DGW+po=FEi+!?v*REKePJ3BgkA7{~gUO+` zNR#|&5lO-6urs5we;}SH%+E|rAVKycfXa-0tt4SHF@HuZ&vv5rbFu5iV;@OC^Y-3u z)SPtMLukP!c~Uv)@~v#Ep_s@ZTQP^3ajbxQs`ZElyJo%`&;eCwy*IOL>h(&xOV9b` z1CATXAU)wUM<9==;R7EHuj<~M}N&r7k_Sph)&1ZOJsA9&$zR0i4jXYcGnJEcrBPYYDA3thwy~lJv{5jN~C3{q-svb*m3`f-A$NNJE z5-fj?elj;RtMNQ=@nN2%sc8~|5_xlYL_|NpK;u-WQzAAb$$s&w8R-L>2rowMnbJsr ztyvb4pFe;04hl-(v-qkD;N`insG{5?8!16w{Pt}Wf|3fbXT+s|h@NuaSX|UY509o) zy}H4fslgW603MS@lYU8a2i7hkOU6%;9?Dh~!z?09L`e--P zUZFsQxx9oE~# zW;2CyszvLS_ZMmY%-+1wHydrcZmoNEYYion8H+6qNHx)JQLR@M$XCVD8!dSoeR8y+`!eS6Kl$;#^Lre|E*a(T9vK;zLyZRyDS z4fF{+C{m5{Kf68Xj$U`uu>XE8D>JjbVStwGZ9FR5-sjdgKE1go!zY3}s|QZY`}x_` zcA`OX0>GJxiRl79%%9I9!sz>i-GkyQHDRJ&_0h72CWbrOT6zE(1l%aGoA@pJy$@dU z55u92xjFXLbAu-9+3f76rFf*rZhVs>c$b5NqrW93^0;BM>7k2jDc)vn=|**N$|>W8 ztF|z4aY+O4SXzl@T*a;Pn|;2Uo0}_kZLT-iNrQj{oOWtj+DH@uG3Pz@sN~tE5$r9) z7g6IUeh_tt0nl<42ZAW?3InXrnl)?6s;U$KUCBluiEga7TG7TPQ@wz}@#kqQO#_Z| zyrRZU;FX=qPBV4Ea#$8$<50fYK`|8`H1Cf8rsc2NAo-SyiZ zavRIYc;4T%(_B@5sX`CQq+wSH!{HUk+2p-)Wt?4eu`6v4cEbk^lpJl70n#|AqKZzY z$MkByeBF5LF=AJ7aWP-crmloHy=yc1?5&&wigea7WxX2DYRR+9z-M2Xb=ZDw%ZkR6 z6?Jv8)6>&bL)bX!Lp()v&fI#nXMuKjG(&FvoSAv*XR%^imosHx4~mS90RNKM6)6Utsd`?F z(b#ZROw05@Ar&ql4tOWqe)^T*&#qOfs*aBNNb!;BMs2M@r%?Cc)g>NxOI`#){bEZ? zOSgtUZ=o)D0*sbJtrHO*d6okT zX@)H_s_BNz78_S0pin4oE}dt}1+QQBk#?b?XHgK^vSka&Y>2b$JrBtnC=_F=6*PhR ziwpBquJ2Ykr}%JcYHX%EW@?3^oFO5pfl^ma+#CIP+WDT$ zHd@;AhnJWiCho@d+ZrQ(e=&GOAcwpOuP)nvO#HZJ7JV=`H^0$WdqBrmnvsWxM?OmG zb;~txW`m{#c_8E$FJDsA(+>@rKfLzl?s|U!Nlz~?QfBJ-q8vcUhT9gqBq!%>@8Do0 zd5U}W+t_vyxPV!JQ#EMw$sYNS1IHDt?9_OzPq)mzGHKhy<@NqX$IkNzJlX7} zX2%WQ$;ve&;p`e}NjVRMneTOt`l2*C`7l1p ze|~NbRjaj2ED1@@cI#X-S6Ta^K7HTRqzHNg`#iPHYGLjsIkpK22`U-J&pXn?!Wbuz znsHqUS>`=*1&$8xdrqpL3c0tZ7pR<$&pZq@Dq%`+_M;KZ{ZHI{r7o1x633yQy`8@V z8~)ny03%C@XNOM%-up1JqyD>|(lVKL`SnUsMH8Q60hJFQJTTi~g59`b%NE~)f`St# zPJ9^|Ndz42E4;Oe%Hfdsvp?~HBl)uuSXX&K62hL~`3h^=H<2Ul=C)-p|z{|+W%IDkPR9&nL;E6>s zP*zqZgXq>!;N+y9X?j|~dRR_e+)cx2-ZIBOA!D*Gtqm9U0^9jgu%J4Ar)ity39U9l zz6?C_1LFZwLoO>TtG_PN!~eKZOh=BjLCuSEsL$$=8SsbIr5hBJs;1*~I11~Rcszvv zXadY5cn#;jyrW~@)>oAs~~D2OzbF^aj~U6wFTskWU8DRa{y+5FHs*TjIW}0XsV<8K8?BCy5X+tJZFMjG_*= zPeNY2MxF|gbNo;qHYJYl`V};ne+Qj{1-$n$;wv^V2$Sagk*3684VzDED*cY02MzBUvCQ< zksGiEprd^6PjD!;$S}a}x(2&W*d&4d@Bs@3&Pr{n8DRvad-573B-i4Y7M7DI)d^>H zy*kLqV4yWE7PUbGNC*HvWoBmP^goTheF$Bm`)mi;9ljUSraOGC4o;jN>m7K1D7YS% z$$}8ycHH39G+?dXmv>JN#4N?#;k6+3c3i+lIVchMZFHhh)r4={VXDJ=;=`FOeeoF| zYYEh9Dp-&QfNsF&=r@^^xb5@|+afggfg{&5;r`JrC&wRm2(l`~eE<j0&x==pU=KIVyuikdZB<6;O)GvCAM^yG%6 zf}$QukXaOY22ICNHQ-cyYtOPE+)M{s5`HlX<%pQ1WJa3~_6iE=I{b79e3I?_L{m?1 zZ|`U;iQ}h~!SojX3Bs8JCEVZw7*>^6S050D?8*M~AS4ICWqp{R>NIKM1k++{Y%F%+ z0@JY*EKE!vqGcn!eSE@E?Du1X`!Y^^tLbi(_;$QC+cK7s`Pi}44@2tNH>AOJrkivo zp!R7sVjWC>L&vRu!SmItSH>3Mj}YpkW`}dC6Dsjd3$r6lz)A98)?FNc)`s4sZKUO3 z!XuTBkxQ=hp51S4ZH){$o8Cx8_OQrO8l7cbk_ISqJwwoRn!~J> zi}LBl$S*!uC%w3TyCfmOaU&-!FLh;IK=iZ~3FenChgc0Zo1HhdTSAI2_ZF@k76yPq z-t-Cx2p|+QYGU2@o(HgA4d7`8g&#qjP_AvbR~~=VC&3cgj_`An4%p4)`8rJZ_!1`e z%%V_L1!2gj7zE=?3g#OV9DaOxj|_REx!_9iL(i}xmo2oj_HF-=fH{*~%C;U=o#=ts zX)C)PA4Q~*5Tv3ucAq8$`&vNLK&d4-<}GNvclD+>pr#HUjCdD0K7o3Z97{&#BS&P& zf?Tf(j9$lJFXcJjb!SWebL)>aP)ovaURhB=;cluU#r<9+YnR4=K_Jx@h~0REE_y+G zB>)Cltbdw$kC><@7DaGz&f?@`vo>Lt7v@KtVv(~!{nvqiNCQEFlkr}miAXyK4jhP< z3>LKQkB*c}zH*L~_@E6*o=pR-nKL$u2Y_;hWYf(%kDLX#eC+D#N)iBQed?PIB=lmd z z5V?(7UY$$Psa62@Qy;I&LlOwc@rKYdE~)rpg3KldTf$|Qf+6p=6*QYh-ehg8;s}+> z$l>sMFZV@w0H+JUqv6b!lVKpGSg>Fqh-x$!XB2ZBIrD$Mfcg@T?MB#UgaB_wz431~ z`kncCsL4aYG#og1unYicVPU~`IIEWsAvtDXCZdrG4a&TkXJ!Tx)1WL(|NI#RipT$$ zo~L@}hYwPOd4g_Kk9w_VXegd6#8|aZ6Y9&2>PmA&J}c)eh$F<;_wV05!9{5H0U?5#49BWBf`{x*C6=~QKaybe@DW(N(ToA6a+_*>vX}E@;fc$B2FTs z^mKPy$d+bnEWRiS;5K+_JN_*cWQ`^YD;X=RbWqOQfB!uM0)oN2$9oS5@{psOx$7C* zxl2f+-kDy@ihUXDzO0MtxtC+HcRb}#HGj@(?<2ni>4$qcIVJJ#A9G%jx%PR1>Jkr5 zMwAAs3rA;-cCXR#b(Z-hPM=zDGi@6!+_RyIV^tHc{DODN#Z%1MTdkL`cn96lq|3U1 zt)xf=V)w*x0n`mt7fFUhq>6pIRLm{@$4W#ji@)6nYAr!00603nGHm~SDMUWrn}WU1 zDkP*SWH@`8)^m_%J%zID1=!$b$C=`r<9l0mb!YnT2Ec%}pr5=01LFV%&!Je4QOkNo zbjm})_A)5)p5)}rveOqq@O|Q792Tb48ow`>i9Y=MMaG-X>3j1Q(%>w{;*#?N6dJ-Sk7_4>O+Gd|UlY*8sOB=#}9eNauu_cqpeskn>; z>#Vw`^ktw++0Capo2fe-eQ)%oyNx9}&0hrXA$97MGYN4Ze_BH&L4RD));1~sK70)o zQOg0cQkj=lo>@h`gDz^7-a7BY$6qgHtiJ@ht|GemAJ)3v-qC?zSteY>DoW6;LV{Y~ zhajkV63_Xgh3{?n0s53^Tg;*T{ zuu0`u4atRzQKOzfMUha}|9TyRH#BBa79dhWCKL07ra$;7iwGyRAb5U@^eG1qP5ND?(S}aUqOeIf%ZWPY1n0wEB$S@7*a86G{WQs zIZP@;mn{cl2Dp?uU=5+neFv8?=rmcBT;q{K^P-^VIDee*^7O1v(UFAgtqc`S7VJN_ z?YM5wmoL2INcxR`ZQWm=swdlKm#ds|omBik#>O_%FM=+!{pzQ4V{v|}9PR5H9oAi%BswAiYK@b?CvCM~c0t_=yxai_+ z=i-;IU#&X0#>U1b-tG6$h4?_kzx!15F>!Hhm;8^3;_R{4WGM|qt7asCi_`->aT+D4 zJT$PU9O^N*R;`P{Mj@IOxB$jJP}J!|ow+wH+JcdUS!ro$@7=xo4weBT`C^SB--M^8 zrtVwy0BV39?i{$=7sS&6ypufl+6L31Pc96^r(igsiJf#MSW`NKLFC*y@@A5ozd&&% zX~fLTOr^jvPew-OVVZ~v;yqD^u-RC7d6n?iI)aL^i%a*|i4%bbi^?bp!C3y@2I}n$ z42jLnN`UIk?xci4jk$#8TjmxQh0a~Q8b)dnNCx_-oJiybcm%48#7-Choocyb04lkD zTY7w%FJ~e|5wc}~nKO*4QPHB_2EiDLbzwnpLJ}TwIa()kUjbn6lwEvN74?)0< zV|}AwdGJj5_^3I<*^gv7> zpi%~oeki^-N{w%}O|UwUZ@(z+v7ewEk3%H)4YCN~APsX0xVjpp3hv$|m4 zZTrG~x9{FPnA8a{m7jw%^eFw<(ZJb7NzqCT21>HxvQcJ6!WPzgLi zw-|}>B0U`yrU5X7EtH=Lcw}1d={HLCL0qW=w=+~iY%`<^hK-_i%{c`qcD4{yCPthV z+h|7J>A1zV2>uNDh>|sj!pg^|jK@g=JnoaQsX6}pA@$_OGK$sKzXKOgR^L6o^7Uh=qxsZiSTw%`dcib7^(s&TaFt@2?c zH=aH!=1G*HDuEFM&ViR6g4v&VaaO&MQ6nUt>o;kTTJ3PR2yjt*d;5mX`~W{<#}u?e z@4dhJs$rbyc^~FQJoXIzuHlnTRJ}K>efrNKdV@7eZ|bv!=^<6OW*Ci(B zQ0St(ObW2PzBw{Z%clXjf-v+bh1RTH+u9l_8O#B`vhuk=la@&HKw<$0u)hPAkZMUR zfON(&&g~P1vQiQSaze*oDwGpKRc+&l-Z7N$eDzYz zv!}B82QIyGVo=MzAsXyB6AfmA2;eyj0BrR@ha2e$aqIk@Yt_cgi$)#U@&~=%r>EDY z5n|5C$qDI&l;BnwSJemb-x=&+>fe8t(v|vv=lVy(F`LoLm4SRqK^%13l4ZxJO@W$4 zj;V$hGKngdh43jq`(x{7+Y=UUV0MIUpQrl`)V^*-4EW1W-6igwsGeINmSt)0_ zNSx>zK1JdLqHn5B^&Wa0rn9rkw7Ci3EuM7m;WIxA@!;HArADp<^}25=TTYCgdZ3T8 z-XCBg7G#+oiUJZ<)YR1*kkp8f8Kan}kzDc~$`pz*pC?a3j~lg;8zw$5yv+w>1p*jt zmb0~}K|Xzg^}OSB4=vK48c$(%je*|DNVqm~CJ7x16H_FqYKcBZ6fCR|spH}`6%?K_ z_CcRRdc5+)a(jA7lY4@W)~x`>tZa?>fu0{d<>~3b5Z~|@MBFUn&A$i-uz+ExR>H%> zqmf(*n1g8oIq)DB_t~=@Ia9BP9EAu3KTL%ZH82iH!Sl;#Sk|uOD*aa66v>4icqRb_Tw)PQ=u0Uy{m#M8F87tr$b zkWopoi)8-gu%na|F-pmNX-d=bYN*txej|s>jGM{U+T7U2wQburA8@3ANyNPf-lz$B zCeggxZcjSx*35Po(ZNkpN=}nUfA;KMM2%F#mRG_ipRya%R)GF}%tmuDRC2=!(=KNs z@MGJnS$~zB{?Q{3N*tTy?7A&`ZZvDuM*gl53k=oYmXY|BP5A|3S@EzMtDXxOwW+JA zZP+XxH*rx0iDY*=q3L+!Jtq2W&(YV}maAO99#NDI*rI7Y_$HwaD%}K1#3+y?O%9tG zqhXSSjZF^6!-%FP4Wh>Zb%)ACz_!f*e#8Tae6JbmnsL!HBO_zws#R&)rBrQ(Y&yTK zUr)RPaN#9fnaIfBvTSy_m$wC_>OSCAqt1MF!rT^3s@`0B(xx0M*$Uqy8HTUlc97Wb zh(RJ90+en6Ir?~p84e7DX(vp-M6jTd0fGJt3sVK-J?;MstJUcb=#cmU}lYuL!TwqZ?e;^ur}j)PUOVY2@1E;F!+a7m5>l)%tu zX4U4nFs(y0XmU*WZ$uU4H>M>BF8tI6IkxnWfVIvP5H%RWF>ndnF~;&`UdC8yAl?RC z&;e1W>2l2t&-rY?6gdECrjNMVGVDHKBc)y9X4c%<(9mE-znJ;gEQsKZ>S24Zg$g@v zaVJq$?SP2rxHxZ32x-s{BroD5FayrR{3MJxPzOjuFfF3{$Y8nm`4ZHTtnmEk{z^Re|-~lf0g2&0pXCMqG5YJ-~@MeCLbGlkm zkr;}DLAE9CDjHFXusa!@jE8`0`a2t)iqb}?D0U+ z0O`i0+NlaU8H-IwATu6wJ>aUVlk`QVW5?vch1S5B32tx|k-2b66pW1%2;!qqropK47C7zPkaN zd2rGXt3k?htcD&SBQXfU@{`E((dLZPY+I+{Mm<&P^dMC2ImGCLGfVhRe;^6q=9h>X zeGd)=F->yLef$Wd7N0>1f1pZ2Yr*SP_j@o99Rz6zqmTl8VKHD7YJ{i8VDfcdv5LrYFAVKS4+aIM$TK&?0~}d30pVFnMhSlZaa^9dwRZj`}Qm;YEhw8pPUNp z_&lbep`ns;-F*RwUl%xp)L5v|A_4veP~35hJ9PE-Mq;79r8Q~PL32pGId+{C+OUY` zBZ!_`YFlUz7k~OD=o(e~ZCIvaaDK@qE%HBkpwBlrIFTWJK4jw>TCtRN)z3Y{;axPZ zf8a1#F`M27!)t(N4#!8*y~~-i)KfYzCudGwy?$L^d~nCK<*4kvvL+{~EyHokWX3J0 zA|I`a!rNNJ2%dS)^ogtSu3N6I8~+N?=ytG^^cc>1_?XnK&|B%Mze!v9!O%i!kH>D01gD#_utfa*8)ruOFEnuw zi%gQ;l(CL4g>rmOoT%(>E|iTDvXDtdYjGF?)z(vZUoE(ipLE%;Rx4{`oA=iqi>z6;>hrCGm3;gD?dRO5|XUayN zR5WtHGaQSAk)Dp&q=&345l1?)u)kSZEpnq6F?)f@Xh6ah^?ZMo zC3OTY2@(T0)AP$6y&Y9#*JS8j~;-CoPUoGs0M)Rl_LWneU(zd>FvQAQn z`S9T+xn-7}a%x{8ix>D$;ush8EWX10suNJHr@udD>wb~uR)B=@ilfy`5L}_sK`*-#wwav!<gc#8ROIlW4ZLM2fUY=sKL>^I0kHasggk>Bw-j>P_zg<|YUO((~TZ%Wu9fAA&OmTlNct5a?`al5TYFn39p|DbG^RET@yD_eW4*JlEWr;`1 z-)6(7ygSR0^HHSG(g%oLx~v-l{@zG(@7b1O_Pa~}NcpE*2fLZ?{%87AOV;&Bs{K}JIqBYL> z6@fYbrlLGcDJLEyiZ_=)(_nqV7xl8rDoZP7rfbA+2Ywf_oc%_`4=@;X7T4xyw(4{SoeQ?vHr={Pzy_|6-+rVUc4Zzcv8|~G}7?p z>?Uh^YG=xSCMW%=cREoCCMrw#56;siZ#fV|$)H+_Y>uZj zGmk)1OL&O)*8kS#LGGDS7FGD+6mUlWsn!(-+%B0~@iCoSY62ub{C^FC=7c7PPjbZY ze_#A*M>(Cf@qWhkP10I7*p5MwuV1YVI%F)k z(~ne&=R{q5+GESQS30-rB;)B7S=GH$E=#AxCgLY3WP%1hc&({yWu0pb+SFM&8p(t!k=3tl-{klD8Z}pr;JtLc_k(Y|T zq4`f+oTLC>9L?ryYh_5^#7x2BtPpA5gb}2{8(j#LOkSU?vhg>HoZlj7c;4^)l*&&< zDLliJbb{z)z1$CBa8x0L9KkN|+rPf^9>3)5+BP==k>TmI`A%QK_Jz=o5)P`q>okY+ zPexmMdbS>RUqh+ij(Z+gm002C?jHY!5x;e+(zE{S+0*iB3URHHO^wfDOTSfhcIa8M zQJh_*E-P2`nCk%zurM=AHzlZN(Jdd+!fG33`YxFt-(Gr@yO=i7N&`-2KC!G>U#rJ&@7ysq~nuaeAzpGStw9g z$sK)9i9nN6)lkrbpe%EPh8L{`krxR)R)w0lP<$UFe^OIZE7N!LurhN>t0@JR{U{?; za%{KU1Bh6x`}V!*-$A*|x?QQ^9WpwsFP;(=4ihap!FuSJ8Ezxw8M1WjXKd82Kc0Xc zX0D51isUWrXQE}R;bX%Q#PSp5+zet88ug2icC6+}GN-i?LC7*Q`Q>9|@+#tRMS#$Pe2LoAnsJkKX#Sn-anzeOdk``WXiz0*uXlzB46-pR2iQ25(vu;BH0t`lFpBxAsdW)Ei% z5d9OlKNE4InxCC&f-NhA za51FU4(GZmGXdsS&8VW9W-IeDJUEig|-ot zk3I@|AxAZ!)>pjDOIPIVa2OX&n)gY#lay?Nr(Pl_52ui*-fP}FcEIgL&A`B^si}GL z``c{_rOWr~`#S>acrmT!H%_N%R~RCyZ0vxg(@Z+^^(8EgVbBUY6l5ceh4(G`l!W+0 zUYU1IH)wI2XQ{!>%{wrJJAgwVw&ZMY0>ZCn7-`$tp>0McXn+M^)>^H=P5fQxPAoe5 zQ9(f=V$DXHC}@iffy*^t;YX&Vm>RH_#AMZBH3(`bh{OCAq zbbyiZg6DAVm;{J9ebl|=@FwIZ3~ z+J7wDoTQ#JC9(a!V+V1=$+vWaOv_F*{CRO(Tmh7@AK$;%pw{guhaP*(u=z02erBge z6mi4VHl06ym_ww2(?T426blOr>HW>k-SKw0GCJY9vV0|eK)NW=B2uNq3mV_<%T18c zQP{yusAFq?Jlv`Zses?$7Pn=;+{x)LUck5GQ{NhtgWZmruRWp4iJK(!{iw9pn8 zoSqvM_09pU*?2j39A0J3O$0o6!LL8{|83w&cdFwKO>Y_Enxw1tkJZ2AYS$_L)8hxz_U@yK54LP*h zX0)5To)2<@Da3YRx|f(}`a)gycrxPB2Hbf*N`XeHwq5gPqdeCGfo&N}_je-nim>%T zv&3m~!cYwpb_YIUWtb}jyZLEtso(58dYy@fr^(@A7o3x6$eN|&(M7Y6yd(7+ z(&tCYX$kMkz*hA*+=pC>Lie7zPjm}Ubd&BTCLbJEc?pR}D9vLJTzncu{B}>5k>qmr zgKVh_fr+>#V&{^rhgvNq1^^ZHT2u9)1grSykjtP@MpxrjMIcF_ujLmIqZFP)Zll8~ z5?P#SDv-$8@aNK7DOHbTe~XnC6@38GX#2KpFVV~|4_npAZu#Fz-F9l9&W3B(Cx^c0&OVR7-`^#^OBxw&$aRn-u zGgK}`^J9t8O2ny$*CDCPH$McJg;DCAK^^LWO*)TL7=Zd<)ls;!NG2Yw@Voh9fFM=7-ab^Wqw`W zM_)&~S?(0`dwj)mx6SYS|6WZHr*De(R_I;>feRCplj-~%%my|+L)m}|=;ySFs8#Zs22X@CR zj!addP@=SC6vJ4IuKEA47>j?ja?8tq=Cap3b;(lWh~2;ZJ!U!>p!cfjuun(i$F|@eOXwLbUSoE^@X2HQ>?mEM5BMwVMj1 zh1EZ2XJTb%CA^n-1!vc_YiLfC9C~~HmiwysN4I3R(^3!olq{9k&@i?ng)oIuwG;1% zc&f?XkRaPe3LP0AQt062Joe__S?{DNiuU;J?Qv=8(AyD?jn~Ny`ssN0Cqd|NrcpD2?Y?3^QKZ8*ZbFe_@6C($k z#IhvAv1YpxuL)Xanm}a}vq9`jvR)MDi@uFW8!);X9OALJA>H zTr$%HqgfPzDTq%oXv~6|hNd6>zk1+wH1)~JbN)(eaZE}2&i@@`7Nv6Ob{l}#@SgS?0f)K_>2cCyW60)GZz z$RHCL7)1$Og4Kg`Z&*J-|Hhwal8LHyQ0MRkaAz|y8A*9G{Hq{XEpoYm0wx&ktB)CX zYFA}{6d1|f4;$rX2Eq2c3dq)^GZ`ag;!*nqPvm0=0SXcqNY?u}IUS9bR`S$D=!49= zq+JhYXsOGWFNgO~?@x!>>_*8f`rP$V9+0M9$k)Asd874pRLe_t;-2hpoO|J4lEYU> zs%j(;!Um|5tBEb4#?f?BsB=6rf|c=DSnaE~`47Yf18hEeEG>pJV|c;^`PQ;jv2vt7 zcCkDC!nZ8fqbJupIJi@<9H?n1Kaa)T-Y~3Hqa|I8VH>$fQ$33%CQ3o&>2d^T6T91A z$b8rLF>w-RX8ug=0Z18cTfVfx`zr_jsQu5dtnXtCk1>G2giIfsItTpmgb{>Q)x%%x zV8LJb?IV{9DHzN!0D0bmla+&`5oj?K&V*Q4Bjji7>w^6gxXzU7PS2Ldj+-rg>thM= zZwsBGiw*sJu_U2u|1m{(1x=HflVcgYFVp7x71F8gdCdIF1xySe)|+hfT@otj+O=zB z1|HG2Fzjx;WS5ED&4UNcmMR1rnc};{;-59fq%Sx8&Y3%U8=B1lY|JzNOE^@aWVsmP zW!(@*cLm&6Z)yhNFi! zu-R0+D;0?u@-d2kwDfqQLYHf#G9}+o@Ab?IrMK3Z{jI_1pW%L+-!|D5G~!P>;YOW@ zOsR#jFE>^$Vqk=cAE)Sy)nbNcn1s7PmWibP^RTevqED{^dL(Tmm-0VebF++0fY+La z$}y9tjO-FBhSxw}a?mYTgO{eWrWMZLa*@9LT3bZ$xQtPvp@HQlatuyw1{(`BD_4@e zDO~(QGC$Rczxe(hl>Ix8QM7#p$_RG&TX9kpN~8WjLFpL=cb8INSbsfuB2*j-rT7wB zK9YY-Ye=&p+CIHy1GO!^H$LqPh!!sp7nO-tjE4DcF{jnR?y6bXzKi?V-z!k}&onf6 zo5?aIgUB-xCj2>v3clv=6N7uqPE2K*r+=w`w$&W(=O?s$*Na|;{=~<&dy!UmZjbrU zkD4T8Z3sZIxRZXiu<#l0W*%ug^Z5T9J-aQ3jK=>I^*{D)SdI@AXU(N+Bun~tIetB&0c(QQ^x-|4tyJQpi~0%8eJfyAS2FiY`B31(DVG0MjQgpc2SE2s?ggV@yWA z-Nie!RE;?qd8|SVLatuq3p1Pl*`0=x_r&!X**fY!=w2*GOAr#8NtPRF(Sy`)LXY|Ep4+d&$GAI1it>^)}xZIouy{3XFY7J{?*Cvw*8&< zj6))aSd#h1Y(w=Cw)DzUnemL1`ODV4AFq^)(2QVw-(%W$L_K0S(b~FmkMi#5cb*qq zYr$j8_v@EsGA|(|=QX6FxOsle+m5lRe+TWCn55Vn^3C!r7CwC~meu`VzXdczXatB2 zsJSJ^M4%Td+y%OG*cvz9C^{k?GTxVQrs$BlP{Os)c zh96S}KR0+@yoZk#?!Tu*ze-3pN_e@_@@2#4xtYjnuF2S(j*rt@TwILSL-O(|;L-%O zq;P&|TXhAJ18YChhKP=ftFchijFk{gkLI zg=*z^cUK;kg!6%T&i|lT>$rbIcI;8*zbNwIlK&^F*S}xrzeGg)#~(MA%umrzXs}Q) z=>F{faA4~po!fQ)c@_}Q*xON`t8Edhy|niFOggt^aZZjjUSql@{IJ2S>-4|Z>i^4X z-#@<4|HB_w$ag{giN57(Ff>-H)OMuPcfCm(qV#$Ut)<bf>x3+TZt36izv%9yZ~7Ecq)<9tsb6NbKY6HG`BIxPV>-RumUQ~rD>=y-{^>*Y z-a{h%H|LaAPx4D2xgfMR4>RPc~Dasr~y-L1) z7UX(4Fq(fm2AQ}-1hI<`9y}o80-h}1y!6aLRQ&=||DBHO?0V|v%`7NCOroFTG|77l z!|$)$n3RRa2_ieqpwFFC6aoRwp(VH-Vha`cIPLcBVbE*)!7q9;qC9lnwsiWX@}M*C z!kdR>*I;B0u{WV14l0#W;HJW9{5uOPtE{r}&Pd9tf;TJ^dUR;ETQ5ashqkG}_w4u|VtX7Q{aJ2;macH}dX&7kU z;5KZQf-Q(Zd(4L8(B33)*!i3Urp)x1KUd%lj!8&R{N>wCMVkAhQSDh4 zuVK@1Gh=vcXJ;2|W@pB`8>Xiw@Zn^78ewt22AC+w$;oj?u8BF11$N_tKRHIOc|qnT zsdWr6vdtDIdCX%{r{}umTHBJ&DLUL8MQr}9siM1%8%m)qg><6rIcZDAe$a%MWQ7#2 zJOPJMMc&I{Q(nik7EQ>9M5rU?dW`raqh?7*Cz-;WJ@~4e_>3Je!;~a4Ij^He29XPD z$?AA=L^;J=9iQPTGN0q|wRmdr_ZFMKno9nWz`7Ej}rIi!joy=!Tmm$hzm z!sJcjb#6`8cKO`h-SLu>W#KPJ=vE{uZWKSN_S>U_!4;%Oip&)u25~F|5w6)Y+FzhzCi9rgd3Td}s>C4xHAoff zLIx=9rgGuP89YM8Z(1YZD=qJdK4LUDx{ zijd)ELupOz9-rWkfI8UkZ;)WNxJivg;^Z*@#L>trZ85wNGjMRrBOs886Qq+GR!PgE z%{-)Iij?E9TBgErLDn3j*y?Yu*@#CI{`vD2QjB2@XbNQJSXPCUfnSBzySolz>liBX z0O(PEuvKsS z*O%UAd=$=49>`)xN&=f{Bzw%W#Fdp>^vbJKhtb4QfxRS-)4^4exhMcl3$4-GV28!g z`C5soqZMTEG(L@e8!fF4Mrpcnm0%p|A{WMzekCIyel)G0Q@~Txl9!g}fL) zZUGl*AEq9`gm#p)m+Lje_+))A*>wqof_u@Y!+1cJi2^WT8&hb_rEJdfj~NIxuJH8EWun zaHwbdf>L=_Sa|9v4zh)#L?Or5s^(x1ZP5;O~h*T6b)j2uAMWq7`+Pk zi@ikx2%27ubH9ra8Vjm)&Y`IB$>@MDHT84iEtuhSPT^b>wk64v6Bh%HW)l39o%* zv@DtV4tmP~cjg%epAFH}03wL&K8`t9r2hhzpYNkNw^+24E!V2O&0k!wLudP;IxIyU zv`h>ZJ-Ti8Znfz5WJEe9t8if$w$E^mUfn@*EJ>HnPHi{QOP9E@7mlMVRA?Y$Ysro= zOj6k4Qly2UG)j7Wl0$X?3m6j7q*w6ckS5%ofIe9RIkqd5c9`ety7;%>b zwm(IlsW8guxQ@|Km6-2RiHTbkxEo`{*gmuY&Sqgi+GX-TYQxL*_{f2PP;<%5EE$IZ zW1ya4<^0hw>4yW_Ju+f~0fH4+w|2i3tm1*ZHOCAZD^9-Y77u2I6nz-lWh6T%8{085 z9_ahj6c0`j7r4N~2&Ts&%E47py2Ij%ogMZli4yRRz7T;^pJhlWzk1w;R3}DwEG13ykI|0X0|a_=U`>!z6|Z$eP#O zxW1xu<~TeA+@zbC>ube+B}z{8&y(tC6@`Wx?T2n!u984A2GZJb9p19Yq2Qg`6&Ue; z3A$n*hH~r_a?G7ZH_uzw-8-4F0j>)R1sPq*r^fJuB8SoVxC>fCX74z1( z5fYC({VZarAZMj-%QrOtkP(v@S;K>27u;}V909M*lhI)n@O^UfIN2oFROsV=hJoZ0twa#F1 z9(Tn~343|{=FOH2tK|%Z;ITi9{`C=e(0=G|OIS}ubsYZ>5)Q-mU@lYwe;Ik~WGHrc zT__1iBp}0c?#@+mRYzwRIQpaLp`D_VDIUY%;W{iyrc1P9Gr$YU0?L@N--mX<2X1c1 zfZs+x1}NBpfSrP!D^`w9I3pN7uHL?L=MqM(knB`_VoW^zjyt5^b}aZ&G}T(b zc7RxV6*dP%dn0i)ee=Onf&C6I4jn#g3`1YCxBSLJbqrINv@sm;5@t%^$LJ#<4-Dr} zmy9&9Ko8b4XJ^V$aJW;lkD371Jho5QC4PivT!>KLTyo z*C9ZVpIwKwBqAiFaQ^0DOdy!j#;*Q|s~p4FhNk)5IN5H*3zP+a$R$jS#U;R1=?BMV z)s5lymhH5(0hlOWcFefFInQAQ?VX3(QLsz+AvBRo+o3Hn986#aX0_I#gOG$6fVB!> zo(jO;b`LXjX4C<})?qeq712gLP<0!bIOzqMTR0nrUqqcH$RUbt5`tcVn?damzs6-0;nPxewY=Z|PS6z#seU2QId&h!|bF*S+k zQ&CmlBQazW_5!FyL=!3c$0pIF$|h}SQZG*k{POMU!!aU;PTcsi=HpHIXbWBvuk4iT zk5bLum+f`_jfpDxd&1|_Em}Q=L&h(w#pGR7as;^iiCXFVKclXQ_C;Z}^_^Cak3{tC z7Y&<=XAR1$bQXr<+Pq0~h|j4dUwKzc zcYaD1F72Q)VGBaH_Pe{UdsLhO^j>WI_IZ7fSrn(o%P0-w5)L(_ev&rnmk(&)9<2%)i*`#IS_LI2x9r@Y-jA z-MaaZ^R8K1T9Vi0?}5XI#m^cFyBYiV_>_pTB&dy1H;L0$s2k{?)A5i$9T&Ly{gd5& zMwxY5k4-M2Or2pw?j70T8nS zF`O_`ZrC7Ne1&Eg(Osl6(Uqd#{K!Ao0Gbr|g)5m@uEIhU8N*sk(5=6ZdC)^G(b=4w zW_n#gZejJ1V-Z5l!^RdfdM>9_b*4VHM7Re=4*0`83OiAtMd_QrKPHKG)glsnF`I_> zx(*A*6A_r!h{}&}Clu~?PJEJ(Ga|KH#3%&81>o^P?JQ*HnusdNEkn-s>$D__$__2p zqSK5cR(s0__;Yjf{4>h6M-h$M$X;UP#;a zEIY)iqe3O5l)tuGE7yxvc>Q{rhh+KjJ5}E{A#xYBElvy77CweL>sv0*`<+HoF4=aM<&S1*bOe(P?-aB6zm6y6{ zLDC<1nmE*vq8@{REsl)=bSy(SF@MIyzBT`HOI^psaci6R{7v{8Gvws%2K;nNNWvoi z8%KfkJ(P)C`T}!pOl?}w^s#gn?SwWk2u*NsKr`Zc8I$YJ|Dsrit!|Z%=+lMjy3mBUfyxnuiaO$ zi%taxe<}z>oHcA0%)?==6YK!ehZMzn*Rc39oG!i$SX4$N3F>1$o^P(S5G`O9( z4oM@XZQ*!uW@xiPvv??cnj`)lC(KNTZa7j*MR?RI)ZgRBmrS!ancUc{%Ci@)L__na zy%X`o@&uZfky0C%q#x`eMth(etU0}SV==ACVy6fv2~M??V>kO~&vtZ-VKB{Q8sPpj z<$Rrb=T6aaGymA1kutudRe62Gg=-i1&yrNR&@odO9|445_8MM?E{7H+eh7;- z-UE=JxlAB5+nx|!Xr$*gq=F~R2AUo|aG-{;yJgc1RxXP;;NHI<`Zu@x3^}Ggdh}yX zE6PEk6w2eU@?bnrycpWV3Ft_Yb(^QVm57*%*Enj8X;+$i9gCoGeVG`uv+eWi1fl8| zAIpwzxc6%#Qq5Z>xv#+2CgBQ^J?>ZY{{_svcax@=6QVoDc*GA&nYL}qaQ=Ztt|J+0 z*ed?_)m3w_{(Q33PPEVL+qX}wm7%xx+~oiJ4kC%>UcOQ-&?fx$p#CAX7C_C(kD{}SEhvn4QhX@i}bFH)mxMG zcBxBNFTw5ISprWQAWU0?MICbVhQc6{TcI@h36>IwKuEXWym_;9_{CVV64V4+y7$I1 z>Dm!ZVI43mI3?xiP_f9kq1zwMISmbN`6b`G_a))TgDAI%WbZP@7*0q+(N;WhyBi+8 zQSbh}&UV2*#eJqXlkC(&Ig|?`sQGZJ=1iOzn8XtbC-Jhq@Es6iqW*yX%5kWD_x5c# z=UNPaNSF!n?DWPe?rg>HKr}|)X-_)@+aJ;<6v0u z)5aFJm=Df6BKBkBi?Q?!PU9_u;&ZaH^5Cwz=kE9P)bjZ0%B{{7EyAGfXkkUgR|V@K1`+c|(vwX#oj_ew20^ZA>0mO3L(@!E++UVm>W2`of^ZxTNc(mqI-x!kpk4 zps^yvhE`Rr@_e(rOc{FWC(rlt;*GbAgbg>D=*uZDPN;iaN?9_dd99+u5rW9;J*^(E zHa{FKT)vZG>V@qI=YETtjF#Y>WE!^rn`l$Fyfqdy zWIW==e*=%;Mo!>|FTjcD7a>T-otxCZPq2?=?z{m8TlFrueds6tt`>KBL40Frz5vZ{ z8Is`cA|4743RnpU`q7ZPf=?>R8@mAIemvawomq3(uWyFl>VA6O=m(@~ua=vdjJTW$ zO}9nZq=N=g44nnm;Hxis(Q9zcGe`PLkQSj&&|g@%Es89heCA;!$YLESm#7E4TE6Rx z(eN<`9=V()Zbqpf;Bhq`Ow!veZY2}3saFq+i}ASKTR>tfT$c!sw`q5{nHD` zu(N~-M zUohC${)GrZYy$`w4FM}T*^7ACabjU%Qz+=#Bbw)!q4=x&YYygU(ly#tmLa|n1h()5 zUb^+MwdnqPdGr+nDyGqIq6BYo@6V6LOL6#WSn;e^xQ6=QaV%;ZA(|r~4Kr@obcxw6 ziyWhO9E8%jJ@)N$UIziyi73$^)9qvC?Cv~m(1QR1aL58(LMS9~X8ftT`KZ@><%~ru zY#uyly^{LP-?z5rZ)^3&&}RSdW7O2_vpho-9d>Hn@G@s;)JD%~nm3MxC1v+De$dw` zEK}+r)jDpQILc?Jm#pkW{q}7>-g)@%p9i1)?`Rc|aPwUK`ijjm<87PH-pPLnX%$qc zX=r5BK0ZD^Br>wSs(rT=5)z4y!dxjLGBWAQXMQIH2zD%QjfaMgjw64y*4D1uHhRdAA2hR8g^;J@`N3JW|rOW=*)M#@4qW>9iKgWw*K0+YWN-6tzVxXW+?qtSW=?+RMmh&Tejz`yu40uSh=~mcHMANxq0)jzkfGM4n@gMHhf-6N(ys2x?>tY4ZmH2 zKwG5ZcE4L1`!d)hdqT98I=`f&tNWm!z+ZRQt**Il3o`#Mvao17V#J8v{l==wwk5-8 zga=lgII*|2wKV{wBXQ#ZkSq87W?9d@^pLFpP1Zb59)$;_H|shhEiI%tN&SZnca*zw z{G}Q1D=H*sO|$DKG)31G%>ZFoinqutH9e?oKxda>S5a#zla^lZ%r%0tI4T<8{(U1Oux zGiCRm+u5mI<>Zc?KkrKmNtv6APnX@ATd!`b&AqlZ$XTb=3BO|(OvSjg`WH95BiP() zrJe;gmPoMV%A#;&w{fFCp~Vh5WcIvyIT%X%lYUB~7kqGm7CX&xuOeKtCx?$+{Uuw2)!jexcg z-~usXT3r-8coyWyv7n$M0D=d_#R>#`>5d&b8(-h;BuTt+11_pPoxPf?{^`jYOv}uS z$lD@?7d&?HVqwV!h8G-QEe;(vtWA+=*SlNmdavKG!9Z%d8sfm zBR78H&@9%rRP_OPNuC!0JqudzK~aJWUiH@CNQK44R;3=VKm7jo?%g{(Ft*0#n2}18 zn46?%a@X3v?E0rOf!PI+X&l-@XntpDmE88@ImgEmMiPBc|>q#A_IPb|}S za&od=y!b8G5gi}D(%gUZEoI)9{_fp+zJWKdUiI|z>&lv3Xf<~J+xn}?$wrG7Dftdp zI66sF^8t06g?Bu5?V7)Ep*Pfn10~@W^5*?yWcEB@4R>>C&=publ`{_)x^}uLqgyy< z)v94gLlqPi+hULiBhXgj+}yAlzXt=O>Pk!L$;&J`8e*=A-l`F!O81485Cd|3-= zX=xHFE;+=$1Mmb6^-q&>^YR`rRE8_kju<*ru@hvT7x8Auv}ps3jg2+Z^rcJoyY&Cm z{_UpNjk%RmC-E$CdNcJ@na|w88lnI!nV9ezP6B%@ICucG3JNMET^$`UDf8(q#@LPU zmKw6ehK8Lxkwd&6zI^$c$<6R9Dx*j9VAm>)dcV%z-f;Nv;Y!2q%rP;^&CEQ2S?gRt zp;T&RZf=0tQba-m-q2?6Dk}6jf5mtkP(BE=mxB4+TVK$}S;ScFdGR@`^0&2>jm@<^ zr%c{YXj+_9=Dcp5dMf8_M0ofN9+Jo!=`y;3B{vF6V6>gvPFJZurnGO%MsJ2Gri(cCY1mb9mWf`O+>5&YfLt^4=yr{b~E_1BLLKNcDrccS2r z_&QkY`Hs)8r;)nIBgap4!aM4yxO%2VZo2+QJ-`RLM~q~o%xlELk$zwQZE*Gb8Icyp z4MXibZpDZCQ>0 zpaAkbrXnk>8n6AB+657gpa&*?$kOcHqsNTS2R%t8X%h9$&(8;-o_fUf@ut^o374u4 zW@ZeK*#3?0+g%t7i*>x`cjMvg)PJA4=~i^pFuOJ*#;OE|z}fQcgt8}lJ00)5+qGEX zNv*zJ4KRts&Rbt9C5kanj;{5?!B|K2E#U<8HElH7$+Y1Uvxk1iRUoMlS&$j~lh{nA zJ(t9A4vVhsv8v$zM+-3AKwjjDO4U6Sm_4lPa=;`{~@R+i)2f8Qi_w0>!<8$NGOJe<;6q zXa~)yc`R6bGqf5Wx&8a^roZJ?x9C9;`8yenGUBr$TA|N2dVG4WEfyf-J6txJn=9aO z;LFnUj?T8dIAKjUQs5gYJ9_hG@=8ih;A~zvaqYxSuT96FJrWcgEXEIuCAWI@>N47- zZ`=z1`x~2ZS0XiqhAYjwTQ+Z|RWy)-=v)pPtEEdHP1?F_oOsVurksb5@~ZLfQG(nEPP|^}pRDEwtW#l! ze(LO5W2v^;Yf5&!0ZOei>7-p{Ho?VX#Kw5V$N9l5@s1+5Tta|4_iO{M9K)9`UCJTk zQ24;jtzzVXpw)-1)DLn5?^Q}2X&#b#`!)V?^Qrjhrat-0tPxSj(+ zlYwL+Ux1J@J-;`@abvVqY}BEd)7`)0ncFG%(IWvCE9&dz92^{QiBw|L?20FjavL^m zsHv-SpzT?*&alLYy)AHz#n8;64b!GgYuBz_NPN5;G`J*9y#vl!b!XFWW%cX|s=&2z z{G);9ISsh39R!(cj2@lD0kaE(P^FRm6}{U@+wlRpE3dkb`s%e~#|{;3?SM%2&F4mN zygyCdIVrBguj_xMei6>TU~L`+m`_>9Spvr+ojqF?GkjkTl$oE0T(Sr}cTRQa&~^wz z)KRsB&R4U&ee7pYgg=i_U_j2Gw-AD)E6&@tmCruw(c9J4wc`EzgB+RRcke1o#zDi? zzqvn%V*1motGb8+qCj6zYyC!vnwFh?C^BfBqhlpqWGOouRY@o6eg`AS8b`B!#HCAB z^yuuzt&)hMNs)SiZfS0=?8J!^NodkoOcj-tZCJweUG3{trf}5bx$S9_$S+^N8oIkr z?%%2kosj#_Kj{QuiG)|`?CP3{;LR5!(tZSqbQr3As5a6`ZmcWXt?S$^@a$Q~sTWO$ zXRs&a`}beG>3BE7@81`X9(85+n|1^s#x3)k5%XIh*xNMaG6Bo`RUXw_wNL2{^@v&PhY)G`t-RDL6=>skBpscK?H1qYW+AVYR z^(8nXJbkmbPV22P3`i+Aw%kb_oA`uFl$QKIP zH*WlR`zK0McZ`F-N<_bOL|Io6z>pK9yG5XAxcG2VkNWp?6-}Y?EoKWmO?K*oN4gjI zoShP9klLnLv&d?0hi*|ZQ{xmO8tM}~;%$dn%C{5hNGlUXKOZud5E260+pZ(^e$`J9 z-+{;O1LC**z=8f$V25{!@l{%Yj-~$R>C>l+%F7v#sJB?d_ft>po|*rcm6w-~n=l~* z7Et@U^unPXSH$gu|3)i$$x=2H`5!Cq0D#n?B*HlH`t|i+`t4N;pEdmCW2fKWKff7- zAj1fWTwPGkztsw@KVY&II6uYGmWjTj7VW1Z3;j_4dD*X&fBrGaKR>BEDDo-3pjJz`~I=?Vob2VzrTtqV8ZFhVumgO1;_o7Hcm+@^qFiMmR$y*@9%N>kh8OM z8vpg|g`+C6H4Nj1{qskB_wx4EE|hBH(@##ezi6|4(c^)5NKRh+#jI&Z-wZ*?Cp9t{h7bz(GPZnMd zjgAo?;Wo{VcW1w zME2UVb9++H%KG{v{U>cq)cmRO&42%X8A7fzcu=DKS;@x6Mq}aCcAS>E1qCxv)MW?8 z{gJEsv(84X*Pi_V+%VAM`U$6|BrY4%vixMJM&p++dpU>ksBTx0m#!?yfAnZ@fXTvV zPw-Na;i+V^2tEVF{oC1$&P z`!H9Wcd%EA-qgYuyUKkzGo<=Tm7AYR@v~72Hd4+$Y!M^1w(cdI{^bVgDRastk~zY; zCIPIt`>y*3N|5Ruf!*!SlFp)5nMgsI5`zrG%^gm@xB~AsWy+M5D_17^tk(BC*@8|t z-&x@n6q1#CuejB#*RGWXWAX=YV-!Z$dL7DV(x>y!?~WhjY_^Z_Hn%p3{CZ!pj$6v& zFBcZe7EGT5re1s`7C~v}TT2R#e0{E9m>d%ypUI;u0u13q>L6Al(YiWs<#<@IA=9Ue z{g#E`Gm)wwEbrLBi5rwKi}$RruOB`|i&(i(>rhR6a$@3MQbAbPXKigx^^aQfbz!f9)_{g9=-CSfY z>y-^?RuAY*7S7qOOHIyh_3A?q8GV=VZ|0~*bKu~^Wx@MU`?Rq4azJ#ez$1$FSMV6ti#;aw#Bsg5JlY?05#u<3Rkcz zJ3Va8AI6*fByVy?XTO?KE<)4m-Llp4xT>CBl`Y}Ne6ku%?t z-Wm=+SqaOO10IndH0UU&@p=R%#ztc^9pFHZ;RUB~P;6+@-UVJJL0iap%sB^uRtqAs zS%o6-Y~E=ppYs}!kD=H>xORDkoimHK^{NiazEJJ>EzaA!6RSGoY8#!geRgF%ay5f98I=EW05GqigZuY`XM^ z54(_m=01FwL5?6eBXFHP1p?b7`}U9n`xsd>L|xryX~wf>XCo!|emr+7DlL_nZ`rBn z}&Kl)@Zz?7;D>!pSBx6Ix#>U$2`O@5cn55Cy;jHN)f?OrV)vZ6b zY~89Y=v_f664YfocTOi76tiLI#8zOTvV@5-P*Vrl0(7-^W!u^=T4c}GHvymgQo+pl|w0~x;LdW0Ak_K%cP`;x?HLSrn_6&lT@{4}| zT&wrNTsO_NxsGEurajI9;1%89vqwC8dMP{&L-kqirgP_NA{Cb#FuA9`pGRa=)M0{y z#`1g0l-4t-q9rjMQv3ySP|02@NFg+}G-)3+d{BRdeN;i5S?>^z#-!%;xJC zFAm~7o};~~Gm}|i#iS-Cop-Ko{3g8m3)jo^DpW1F z64d8RAI;(d9BmLl|t&wv+@yfD;>n$OGp zdYFe9m|DjdcIZ(Z6lL^#%ipZukv@x*3zkda{=4=ax0h^$HDrlldGJ)X6M`ixDKEbS zxujU!lF67GnfjmMlRB}c4FUA>|B)pP6e%+`roS`pCJnh)l6tNuKE@ZfzU2(uW6 z(O+Sj!dYg@L{g3OQ$Hv2Oad)-xaYF9FE2|qfs%ljF{6^J#d9S=9{?gbN(T3lz5>x^ z!=heO&GSCR$t4J(`g;Wh1zIa}<%j2L+!&^&=EY~3APgB6mTeSol$4KJ>Np(pAEb;* zpDt=SDv}psGk4G@Fq*WzqUWc1JDKKKAXiH2&NyD@)CK z3em%FEm>Bb!u=9{5$(@`eh@k136sc(xVSmM^EK&ZQYl!2)Q@Rwq6<9+`iHHIr^ERO zi;;vG7@Vt#i6Q7d=M$ppe0fjQJLjNR81D31od*uZQCX)Jbr2rHh(j< zj~G(L?_VlsP*D+Y#GJC|NKMV-UKgx>3F08{=~KbdL^isy(l8Y(K^OHbmAu{&7$~)x zFwg5xBWiX*WPtjIgpE)wW;S#ur#=e6ouj$s<)^(bPC5vOQi`v_j5A}Gm$%$aO8OFS zy+gNkVA-gGOA!$;IoF9|KT>TYR5dh?@Q+vY%-z;SUdgNt$Kjq7@^S}<9#VOiGGlR6vaIH-E6;205BQE~ADF3<(& zKq^BnkreC*PrJk2y$VL$)K?mT$VDn(Ax!ILK| z=|9@o3gfPIS(9y$e{uSK|LABH+4_r=?LaYh=&fw8uI$9D6Khk3#ShtV{F{C0u}eo( zWY-^te(%p2IX}j#@ATbMY2UG1yVi>ZqgniyoX#EsjXW@&ynh@N*e-6t_RhA^rEQ+w z+A=~?!4zyyvPuXI(48it@0!|LdytkyLbDP$O=ZfI#Y0xjUcP(~$xE5nC3hvD1y&q{ zpc&*Qzh1t1Gl(-$>g+rY+3tQy!c}PK1Zqm+nQsdU4IK<92c5m{@Htd(H3XqE$94Ro zpuR2O z2S*0QpKic|1BVWQnU8u;^!0d6U8Q&L-bx;QqP-1Wwr~;8$pe+cU;}_rTCg`55txDI1=mupU`%~Jr!nu}9Nx5@pzgHqcEl%^0*x1fA z741t%*bwZnPwCab>C^8IckEtvIB@?TM1;TF&r7SE+G)g8C zXvl&4%f@-W+pNpu4wS_})_gFrYZ4mC;K z3LVw_1nxr_u=d4`(W0cX{;5PY9d(93;pO+6)<1(_ktAhSLt(-)DE)mwk0&ZKXh|l+ zzaF9WuNz+_MJxj*m8CAUZC<2Br&~+>L0X}_&h?d>?Csg>lNO}TV;$@J^++KE>$rU# z3MEvlv%F5cg_IQLl}fl)r7oV(KMv&iBnKTJ5i2SxiYm6AGKtLIdC=?FxpO{r#ta!b zvJ;F4EQr_y*OQY&6B7ImcIi`Y>{oSHnGs>CDk>5n!9lhb8E-evBxBn;8iR3I{sn>1;SLlVHg=*g2SH{ZmL z^?F<_XI_`|<8GSeslTtHAIe3)=;znu%M+<&l0pVcS=+*i`u8|O_xIYzUG}bC_lXew zZ0FK>^SZ-Uh_6HOSUWeNm*vi#R7u%tf-w8i)MNy2m;{O5s?L^?VeGuxm@(NPQtb;1 zdG5SXJ^D7fllCB&^bC$`aP3e#$ObZy6h4Pfabc*=lKZ;{5K&>@(9!9O`bFnM&N_uM z+wEM=jjpO{CRg_J`SR+XM}Kr!4*+|b%C>l%BHb(!a&WsQ@Sb|8A`lj0W6$1ydJkoGjrpJ z3lvgTAp8N|8Uch^+*EzNk?bi_Fv_AzX})x+ST^<)|7@9~Gqd$`SxgUPZ44h=)3zh8nqd3JS}S&$A2EW;0JitXAUfKgLZ zOXD(DY})iDVoh^%a}G|kfgOS-cj(Z;^mFHEw>Mr>UerdnZj;Qnwe{jny#+YP%F614 zFGL(_X=zD&^=beoD+fsYmVwppN%aR2_5|@s-NYXfwKEDXu~R51>;t!iFTcNA@KCIX z!wA|nJ1(H43P>vgXKkC7^gOoj`@#3taAZ_gRe6&Ag+ZxOYE)639chtr`}Wmz9bR1E zRJZX+wvGZ?9Y}7zz|qi4>df$yyI_e#s>+6;dzXxv1--vep-qMNz@xV}hSwx2=6L=L zM44b{X4dWd_wRO&j(OqJbhfUYoue^$a2v5;K=YL~HMyOQskr<`rafP+C&XVml>QN3 zbQRwxGMduG?IiFelt#nJdBw3*_XM_ABq8EhLbaL>_d0XtOme7p62I*`k)lz<&ifF~ zUCT(eSa~}Xk*IN7>(}dTkU8pw+tgmto^UqVdb3_JmoJw`?|Rm=V`6moTL>`Xm!&H4 zt{54g&0$;l_N@$OmF>cX1{~9VtGZRYRW9ff^^8@~mbcAmFW7Z1yvb(_>X{+q$14i8 zOw7UL?VWUj?w{QAT=pD~Z|}LKDS?53lRs{u@SKj+oS<2dS^9pnE~k|XHS^UvZL~XB zvMRaU4nDR%Egbt>j|3l5Q6;WUbT{1)W#r(MLrdf7X)=SV$9C^NaH_tkshoJPlo=m9 zf35@{HdwS)D(mg)3u`_LUJRtnz+UI3T5EAsm6!K^{`|REy+}>Sth3}+7VD}n2=Cb^ z$^QOE9;=ru2d-qDvY19bd+uB#`s1E9QpwFNEL>wgh$RiBtncEYNhg7px;e@Y{m}Up zS1sM(0U;kxi(?NI3@GdN>M&zW1>H+BpHu&aUcYphmL^=cvJ1p1F6D5vB z`|)XxLO&o~6?5>i=p>X^P}oODl#mPvX%6X2XK!h`a+I_k4;SuUXeUTq#m8*fckS8) zQe9#|XIjNb>rw6KOrCr-sg`#Goh0ZK+xxqx3D7ciR|_iG-nJ>ugQ=JnsDEsm#!FDz zb>sQ*TOgU)#>NlCk=IydM1^Azfn+}cQjo&H)W&;-#R3X&d_TSGHi7)RQ~&<`P0x;R zFTz1gvh+Z1?(820y)2!?fd%atc>eqlEv=r=L{1B0l4~D7uA6bn%A3Zd=3mv`Ry_;d z0DYR25xAePx`)5re6U4B=TUC}9+`F(!c~dVn7LCa_EUsW)zcfuVwCK#Rj=NYGd*GK ziNL^Iy>A@u(5vD-To&R8%3hRF49A?AG3HEoL_|B9`UI51^B}|38TLS5D)d(y6oMs! zE~Zy@Vqe{C_44=ioCBAqj*3x%~^LHDJUnERqiOXp}85R_wwqkv`pmOiG# z)abEjYgget+aKqv~;!G8Z|hqC9)aGxrv^-FPAB4`Ni2HuSf zp=HOvXSkfRGI1Q$^-GyViY2Fe8v7n;w0IWuvQ@l$C*B0We@TjS8)88G(FHa(JdzAn zCRt>>dsI!)Ry1hDg}B?pe>imM(nSC)v|%99hZPle_0N;L&}%_yMj&ANMbcGomi==4 z6zi>8wVHlN)lyTkqOp2^zFSV+@kJt-4?$~Jq_vS#(yH0?^PuinRcenSO<@5G-4*cx zU5*MOG*RFZWFvJBVbJE~??2Pfu9l>AX1!y^`l?W!v$bide55ES;PRb;CT$kCi{UrmA<78X1MTe}gjqU0kVP8?@S&x1OyU z61ucHTg!mc$M-|n*v(LW+q$9xpb!V=c0*p?SD7Qlo{FldQx_uw5Ri4u7)lkcX=HYX zPMzv`-RVg;3QJ@_9f&KJLk%b%zp^{vb^Ex*k|l!E7BG~^R1woZXm}&3{MEJ38F<$N zdVGEJf=G)>@|bk`dmAYquAoz7Q70xPRmNNiy05JHH4!QAj2(+0Ux}l1&h9`N0Swk;^tDJ& z0ZcPM5>O5=S ze0Tl1?%}t~7h9IvJH3Ve7i9~I&CaYkNJye!tzUVyv*f~}hn7ydW81f`>Lu)n|Fz+< znv$lFo;TGL?+2346f{o5OI`YcWP}Wd^@vpAINT)KUa#Pte}B6nnLr-#P;bt>c|vRf zl-k;W)x}UjCQ))#b+@45{L)-LQ)q;|)|seJLDxjgUHEKOQqWg`$VgRHL4MC3e)4!+ z+$j3mEG;Y)S>Z=P;un7Aqep=_Q+RyJ-fZsNNbqy95Zr*xsM?JvDJ~vtARmoxhAEA| zmG5g*zY*0jO7ti1-`^AbIrHygWIn`cx=qsVb&->cICf0lZ~QBI#su*JTCSgvw4QWp z3d1Z51W1j*LipbNJ993tlHdPC=m< zmPvG%KouCVc(rJvQjP65y{hl+&F?#-V?RT9HkNP4NgKv*T2gfQ^g2}tJI=klQCnL( zGe`dLx9uTT>SBf~51P`I+1oq(CK8eLcjJlHuvFOP%PW|>x@u8~KwLjK?3~^bYilC_ zifuMVT+9FAqeqVew@?BwUcC4`x!GDYP=$Zry68M=cfk-p8J$7{kDsdCoayp+Anz8+ zU*z=r=sRULtUQ>$?cU)ZeI@fs#+5Z0?Hw`FBkW!-)eT8m%~uh~;29&8eO6Ra*=oUB zMbHIoT~T9Zy$UEOW>w!P9rOC;y>YIPIMB`PVj*~a@uELp)IvNJF$x-=j{UBrX)Mtu8hCj%e@%g>imnAX~MY=E+INO*XL`f^Uf zIdo?^R~HPR95*QKWaImq8ZR)%xY0VQ>6GsjU}R~m$)a(GEK)h_*NXG)wqr3LNMeUM%zJ!q1tA2U!vh|~gJAWQnjso4!w1;v%v+NZj^ z%d%LHsh{5leaOB)EctYyZqS)t4QW;4u|?eKXCOfqePHH`_=fn{d4ob@s5WH0e*O1s z;alh0a86s4quCmA}H?){ds=jFG`nB`_OKkF2GsvuZ zYuKi#Pl~G>2Gga_!~JJXQ>fmUvPpV6L4DdFtEs7}ser7ip$BGWQa@3lK6Ofe)~t?_ zFSy=Ra5M*^b>_@PLE4q)1*R=;9$^}|S43R821ON?aJ9n0VL!5^UG#h9FX%bI8j_1o z+@88&i2DzpYss1uCO9Rgs~r9|K5c+4%|hRTv}}gV_Gnz*|K6``NB{42Pr3`y^ZNA~ z2p_Y4ZenFYj&@`jNc4gHf>R;)oB_Xprmk&BzxLXYXS~c%aziR88WtrlUfg-zb3}#r z+gm?cDttE=_(FUV;yNmYspbS5?<3EMxSAzyJBkH#fb>hBbBm`p#I$m^t-Y$3ZuH@A_8B+lF@8#kxJW>4)h&oC%N~tb`(j)3T};cy4uk!EaVQ*fG}K9SJx%dV&SIN zK1Oa%U0#_)TIem)X;l}^6f0LAfE$tQH4Kfmk+9*E=yx_mUekX|(}0}HyESEJ7EOVw zQl?+>zF9&-YD|mPTyx%h{g(~y;0rgilzXy=zdaEeARP zl12rj=*#DL0~GaIDr5*3E12BLGWk2=Jk|~D)t*gdi$Yd-upvi?jFVF1m&V36X<)XX zJxcppI{Rc)I$tq?ZltJpT`1 CgVv4! diff --git a/images/julia_zoom_5x_best.png b/images/julia_zoom_5x_best.png index eca3fee9d34de22cddfc7827fadcc9e818ade414..2c7487a92c41a51ee2675b462963391fa756f2f9 100644 GIT binary patch literal 46281 zcmeFZbyQVbyf41(qo^E@fs#i>5d&1D>)4_KN;jy4G?LO7fC&l$(kdX`-5gOV0i_$1 zlGt?T`%HYd-n;MKcYpW3KYn9e#&AgNz4lsj&H4R)YOcrEBra~*M8Anbp==SmbWVyw zS(`witXBAKJ$_@_!$Ob$)|#CWllcu_cE4#p!p|E`E-9K(D6}`ozf}>U;kp#cpA@lk zr)BO247S?ZRZK1yjrLklHMs;|NBS1J@Ou{qRHi-pD8FN$>vO5uxlPU!hOh0qf8V=z zr~k}Nu?y_yy`RfI@-qFxuVZM++}u0u+HPU58mFJE+Z4t;-Av80Z=N4t$`OsP?9Eac zoV9msWAVJP+XZJrzSy)l23P<3)~V%pja4h(7DR6Q@9+K}kAVp--`$ZnU$m3og@i1B z<=eY=@1`wVQgxp`ed^h0AZKT{z(Oy`iNDDvX^N?4nfJx9(6}8qaG=D1=Lio^TEdmg z=y&hlY4Z46%#3{h!0}11%=_3$|8hT3M~53et0@J-t`r)IlkKAt&BG%nt{(K9wBQX3 z3+sD8EAsUUXD%xzXMDCzjP1QfgNo7Gi0dKQ4hz|f4!yECiWX1ra&YLa&(B^q8q~RL zVPG^`<`Su%l}$HN6`uPU^5pU3Z{1}+G}(+4$`E^;vnpmxMs8Ku75(}+)v?LRVqBpUD9zI{I@C+8MMzL7ZQUbR2|_~Ttf#G&jdyk~j#(~fu9+fL;! z%?;4=n}%NYIxO39YkAxL3(u~N_mp$nP8n=r5=coXTSe&zI_ zGgDkt)EoEA@XpN04g0yiaGUfbghiZ4{=nP8z}rnJ zk!Q}FnWzvPCR6-eEC%Yt@7=pMHZ~@8?%YF%neVQ4s-6pcCLK--3ky4b|6L>feKn3J zo2n<9nU&RZS5Q?#N?IDHePniawxp=&qG5AdZC$J~(^Rg*VwQHfUl?v?DSm(c=`Pv3 zcQe`?<_%rho;Bpa*5O>N1PrlI4Ixq0(lU7Tuk zmc@Y5ypE=3gqY{SrcAT&{`&a%A{IxLaLHh~GiUBIJIvfD4-!^hoS#mQ*2R4EH{D3Qq!&kgEhQ)E=I{qd4@fyeV*G3;XeE9MPTIQOu?y}k}3;k>xV>V%7RlK+Q z@piVZfdTTFQKuiQw_H4P_Ut4kX7m*wj{a{Uu6avy`k5ISmps;Q-u(s_k5w*L?$28} zo|r$|!|)9co9 zfXFf~RR(i}jO`?~S$@M-#+5s5<=OFG zhJ&6ZkKEnUbvfnZ0=Ci9`-SJtPY+x1Szf*R?8ZsoXJJ=-dLpNe$j9x*BD~OD>NQ@| zeth$-wj67h63vr-r*v6M6G>xprs%@?yOBGTus$qen=EJ$V@z zXlOXxo}W(+*&AeA@qQUgdyBfddLh0@$xgLjoSP(vL{)7)F*iA&^ZM$+!utC9-J%XT zvlYXwfNfT1DQ8ilDpO<;KTPpZ4Hm@BV!2 zI%e16UpY!mZ%=FVe*OA3j=2Bm(Jws$Zp^|>m+*4*YluNgL_i0M=Wd~>FuOTpq69{sre@|7#nnwp_FE$#Hm znn-EcWNmTr0KV&7Iu$jd%d?VRM-`=>?mAXFe&^VS4f~nz<6_N|jkO&=e(aN%pD$TLv8}X!k8DW?`G++S=Nl#oX$FePRc$c)yB{j-Emfc@d6|rB0vzI}nyD zhgwcVUv>BZWxG`1%}wZvS<`ShEY0c&FU@q0jgEdpG1-YK z-#WE8-G0Sm-~RnfLk!!ty+t83Y|m3I_v5a{pjyn1X>l7i$)JH)F7DsIpWCQ~4}Weo zYA#RTtF(6AIx!Eu+9)k6eZOuotBdZ;xm13ooYBt=JfiiH(ib;w+}K|g_Eco<=l)#$ z(oeu5N}Pq3miCxxmJHfYEp81)BGqozwAHHJ-dZH?JZ=$VTKes8XVe`RQ`3yw<9f>d z^)df0OG?TsD7?04ja1&rE_F`OYA9u?C0R!@cjm{_D7jd_AiFU!ZsRr;alcd7H8eEx z267k}b6vfs)1|^LTc+RhE7!)2s=^3*4wxqY`1DkH*?>ZEYTjRfk+Vd*cwbz6$*?U) zkyd2p4JjuD1%G8`W|kb^{OR-O9_zhUSFUMvCA>-fgd$rLrz)tLYa<(MH})8}+#oGj z&`P3e`M!&?ViVWNlVdgQV-E$cEc?&S%{8SeYH#mOLz&Xw>h8rt>LMA7fz1)h&d$z# ze{W!s(bJ2<`hAZ++Wzg1>89MH^`A@^D}scN^nLy@%fF8Mpr;rer&`LAkY@4kq?lrW zs-ErPI%U{&%J=HQRE(4-o1|QzfW=Tm&wY>f>H4I_p6O|cxU%x3xUnrzB z$tf#D{UMX{$=R2$Uq_(!9}y5x($&@VK2-Fw#7b1I znzv^+F!7t7Lys}bNJu@Pz<1}z!@?78ETTr$ocW7^&fPZMJM6B$K7KkfGIG=A%{5pn zgGTOOqH$sZ2I(sC%JH{)D+0X&1F0ikUS4794zr)M1JrVD*txl7(MM{-gB_wA7Uy(P z=k==JKd%VjH@nC!=qZS@(bv}}!L@%2faa=IyC{_DLynG)dtBZYy3#fqHlvoX(A&1> z*?Sl*m^wtq=PwDU-&(g}Ls@I9a8dIBuD>?qBCTO-mh7z}w^U`@(tScgDjq4oU#`u^ zsNN1T%ulHt^jg&f%1#($jymoS+e%ziB)m(V2c)y>ZRUAO{M6+=| zxwty2cQ|{SkxN_b(RnQ`t?umi_pbpz2IxdnvcEl4e)^b=Ep~N&ruWO&>-|N23vJpfMjLRo@8WXUM(#SJNEKP zcpem&$u!jp3l04l;x3ZZm}by;55ZX=F1#c9trO9~5zM0WZ`ct=G0D0Zy ztsCtuGOV*HW!FskGM8ojJkrUDf}4!q(jDzkHg|irHU3RTMn>0smV(`MtCfdQ3@_;K zm+7cc6Mb(Pql&UtxzzsF+I!zs?857lOx>14lP6BRK3`R2*aBYOQck#nO( zEV9vZ$CyOy6oMV*BAe2U<55q$^m72W6xi9>n=iGZnA(=Bd_*qhg}b|Z>-KeQS6{!u94Qarm-gp1 zmILRp==rke04wWHR31Nmv-iNnKFc%{8^nE2o+o9*k6Zse*h*Pp;n{3UYE^HrBS+!! zi7#B0KTFtxQyRmK+w%lWyB?7q0y1^hLnh?H7V_RT8@7_WjqW(Eau&FM^2bxo{^Uv# zX)I;J4+xA43JL;r3=(gD{d)I6Y-qGxEP?y?A3U(=uVJUQX3P8Y7*^qS5S%Y21*|3$ zqi}-Tpy3)24v5HQ35hzOEg7&g%+*o>OB^5t)5v0|MbTYo>=BUn&OiRRN!QVO_~c0` z?PNvpiyC*)C9+b*s-olb{Cf3AE_P36DJW=vY3-ZSqEHr&?V(T#`k44k3IIJWn471F z&r6CfYNqJdR~$m?{!XPDo;!DLHvs5yfX2Eis8aA2s+jbRi>x>K! zI*IGpA}J}^d2a*r@q>~<1}gaut>mD1f6#y^#_W54zurWDZP|NacJ>nd#ih}JhXAWG z10IIN#6+I?!M5DypS96G+ji{G%*f2#6L#6_q|Ic%)?j0D(f33Y^k-m;yKmgM;o|D* z`h9rVSZHCS@UxG)gKoXmFQAqr`2I%M0<%I_uV0Kp;)kCtnaS4^Z=NqKDk?Iuvf>5j z)B+$_J}wulq*d>Ti9{e8v+dvs*G`OL<8lA;&nddqMz(|gl_$8lYj4*^d42Efyfrg3 zvm0gT1QxAFXC8~)$h}eUs69Xlye+M*&oN&Z(4@Ht(CPg7Eu_xDtmn%K0gHakSDfl? zBV%JHpU`m{J#=+tKpp1cP|48X(ngILEj<#y8~mELrKM%ef(hK^c1@IQ*~r91ii6rw zR4X#vi~{DxO;Z=!&R%r19J5v3TzDMC^!eAX*FsP^tOYJoC?*d|j*n$_08r0VqrF`L zEv&}Giw3Wwv*fo5l@6BxkBXHD;JaZ)vuDK0BOo9KVEcCID|Y&mnwM_)tN|~6u(Egi=w$HYBc7P49LO@A0K&q)#f5c9UPL8c`3nC`ukhdWF9b#oY zhXv-Wx|RI7gL4S9OaK@jI5p&t1DAJL@@LTemT;}3E=Dl~m~59NW3?YcUBSqJ~lo+->kldlG$myI>8D$$4*W~l~r$7jUD^0 z+|a!vYhT-WbH|2u!4!V0o`5g;ev<`jXd?_7lW@ral=kguGeH^K%&#oZlj9%#u`&!G zS)_-peErMsTF!%bat{7M;p4|ewMe8s(sNc_O<^mVUc0pQw*;r`N9tEswQOzQPB99% z(VYCivC7F4=jFIz?Y|uUHlm1(_g2zjJT*cT5^rvzp&?_1uLaT7M|b!E)kgvOIjgRx z@DVzA<|zJDAcm3ts-UfQOeNzQ=>lDPln$3bL8~aBkS|-w83+8fYS$)JOy-@;%xVo< zFDUf^X%vKmKJ9F z!P;6a!OQGdWY|s2t9Av{0l~bwbKq={mr%Ftm*|ADM6_QI=+8epB;(N7DU>A< zg^x@bMT~qVe*so)`t7%`-wRz0(^PZrUdL_o0*2r*XwXPDMETRJj|;r~>d@PL=buE} z{Pcug#4e*EP_TD|4_t)Miygam9fUTxZtdC#04jQ3qX2Qyh1xygEU{l+A%DE0ijC%cYC0l-)cx2Xagm?@0M5=94h;IaqQRztnK*&K+nt=#D< z{wR`>Xzf|cOY_}SYV1LAzeD`|idE022S3rN%iwsjp_jHn*HQ(7C`$}Nc^?kd8sJ}h03*{ocV4n?*?s)4 zY^z~81A~}y8%6ZKC(obDf(H|L1Q2)l*fDYAoKY9Kc(vG?8W}L>FHMg4U;@djs;g_? zou?su7-ibSVXlu2yr{ocUOhFEJv}wpsBIURqgii-?%YHlkt0ZV8%P7~=@sY!gCnA$ zYKF;aCP7Pb-YI6i5@ZcNe*Bm;iT=7+eX9k0SZwsKdzk6s6^Nx9Q` zfk+5*7>`=0QA8gY{qYGOh(9)kuHQo6@T@l7SpCzdPmx!BPZF*Q?emqNUlhO+%EEImFkQS)fq{uohF&}o~c*I=9s^7q3 z_XeC2zfqWvQ_ok!yYyNz5;3~RSXfvF(tsfea-I13jj&=?b}lYysPNY>TyR+e(C#O= zFY-VOTmZ!q1glY|50yaa5k^r?#N+ZA) z^IZ-YQ7Pp%Q3Lc})J4m45^}wrO@io-vGWj?*f}^PP&(_-g1f$dztO6_@lZPi-!1f~ z4yjMB6oFhP<=Lpe}7C|9UPZ{ShAwCr2Z z(<38a0mX=Wfos1609@w7S#Lkxs#DDgersf8botUHlikdidj0q)=omgwELWIj)qViz zB8do!{qo|pM<`~CYxDkn`(Al?yhCw`#)9B!W^9#H$THUzlLDz)C9fBcrgm5Ki+JM>ApdttPEIwI#>PheyriTgnfF)sh%M9DL6r3C6)@VWY}9k; zTGn>&H@zPpZ{M2EBI?lczFqx!cg}~xLgRT6Vk;J?Z^Ko&6I~FRU>KO%ZB*STmCU3I z?#!{z8F-r}^lKtsI?Pjf7eNWF>C>-=T<{336q!FNxri?d5Q*%mn3$t0qL$o?Zg%V0 zjmkLwfmVeVZQHJ7hpC^=_VlCiNKa44`iesZTVPKYCLisTytiQW&}m2%{cX9~fYT|O zC4a12zg`bz%hbX`)}2|{;EWqY?MqpSCYf6AtICN&XPm!SH)rO$m1zfTDku;{w6l-;$vGYn!^=y@XL)q1&fy($moGmdDw4k;R=6~NI4mC* z1ChSR`pW`b;1{p*{b-uLzCG*Z>r2{>l5u2?qK!>f8f>87yjJc=YZ3iFmNI^kuz2(# zvM5Z%Ak$BKwEwT(yu$&U+cjN$YT#v$p-(3 z4wE}xA*lED%{^kapm6kKRaF6d#8~7`R9#U@)_yKvIT&HonpFaSfKbxEA8e>i(z*gm zr!l}4qfgIc5CKv>IoK!-GKP+J9XEOsLUYeudo*lfh7d=Kv=}VpRNHBzScSwhA|fJ6 z2^xPhsn0j-qWr>bBgz?CL|xXkCE$a>ph1OeMvIK+P>ToZVnM{c56eWnL3fBiLzshL zZVtcT02^C0#s+__Q;pm}7SpEfKsaq-<35|R*Sc=X;_xha)p=$BVjZZJJPOxjow70e zi4)gxIx8}-FNxAuHlX$R*Dre5feO6s~tE6*je|b$R?SX>_ODiiS|Ni@L zo2f<}GHCvHP%uMK4fHYQbA!p1Ac_ZPXJ!c2v7x5c8_Zp}a6u2I3B90YjQ3H+ea6Pd zq=K_J%)G^V=r*}A3Ptm;vo4#zK~$ijyIx75{K^8v0Zm--DD^((ukR$A?_f{F&(6=! ztI@O3R}W(z6MiBE?*q4aFi!FGF}w!_Cn1HwfEXU~d2{U=!E^|OHYwiK(MuukP6U#8&ZsnoM( zspb&JHiFg10 zv+(}pQLb}xb9e696A4STadI9iPEEYJsPIU^8Zyss-;O98wWKzMks$=fg?N7*hpNf5 zw}rSlNgKF-z+0eILxKy+Hq1WD*R#Mqe!Q2L}y^!wxMm5zr?T zreq%+4ZX&sFhDGwYAZk^@;5-Nos5h}JxjVwzD&2-N)G2v2NCBoQaW7k=hwF@Ef*Uq#!=M?EiJm!>P2|V-?+=TJsGT@* zg8sOM6ExJWA3xrG3%S@l!32A&B3LvYiyR`?{-P7M6F=WVbk!Sb$+Us_K3R2zvk$U> zEKZXf*LI)p7e8}q-dA9{54F$}#9(fE*w}D?7KN!S>=N?KjKdOXCppI~c;q2PlV#excv zHD_vNwS2ayxX=6B{kC391Qaw+`l77eTg}q^GBlL+JW2>~sAcjWcY23D>vS4r)9Di) zwlwrxLO?OZ*`1Ka>Wy>-Ee93i=81+}Z%?zYfGC5!?RFurU%wU=s-tRZY4u6<9LQXk zQ4(_L@3rUF_4Rv2XPHlVps{b#%mD^G49D5!Mg&ZESVmq@WZ&ZoZ$lU-cbC9t)S%42 z+dFW~pO@K%;0a zw{d?hsW8X%aKU!=_T4B70I|1G<4fUvnr$Jt6dha^$j{owCJMu4GhWUM2PJTL{IR>c zJPP&B-MbG#`1CraEQg{Yi!?##a_m`x83yQ;z3a>M4N3bGww+38lN$iJMC<8~O>Z;Z zedhcM?Hz#AZ!-{^PNZaOYio88OE}^XCSI|E+BGqn;l6kfcfMi4E;*oXb@uFQzyy+v z=>l^H*T0QYAmF%UmlxNXY1VtnwCfTvNg#$DR?Ep~N;A}-uBn8yUTnalk5_Ij%EU@S zWx*0)&z?5H8h-NV(Tm{VU=rPcyT8~gx_oEGIx*&s#aNe^@Zv-@q1#x|yN)VoR1ZTV z?1yQNRDldQF{zAbL1m*t^$^xj8Y9m={)6NZ;QU6QN)AAIv9zzpf`C;Lt(2-)S2;sK zFD7A6#`@M0PqtdrSK>L6^a~acRSy%sAUE1Z)55|!_Gx*v;;^=}>aL-a+8X>X-@N(L zHGLzqsDp}!41E3Uq+zP2wssUML{s7|S0e4<2DOeVB=BN5RP!BFA#&wYQ*$jAqvh4C z&u>3?^%^R?&D0<}x^t{ru2Ou?*c0+L&b*m3APAXm)|36R!V_Q5HYI62#j(POIfhh6 zeD0JVs>zrIhqny`ig>nQJE^?9JOHKFJjQJ?T4mmm2t~m{uO(sOUGv^Jgzuw)Kaz;MTU=7R7Pf=^pN{|g9@XN#Kq5d)D zw3N(N9#&S?%3hyps_TOdv~s4VNti+hMUkEX+4bWw^z-oa^upPNb61@_d9nsE84`Yh z|Fx1b0);xVckgLh(S-!<${<7gg0pZINIV7gmDn|wv|5+0Uai5*AvQ;`!BYFOBOWa z^=H+pRV494IA==ADPl@1<=Uho*CY$qLw^}9Q5Te&Fm)n}z)d@Zmj5rj`e2&SO_?Hm4pv4ttMK`DkISm)9qKJ7(TYuN7UHp*?NnFQLBV(&kN`2<36ng~p&sBFju5CD&5RST>dcag=uMmq*FiI^19 zZZU>;?%ctWm&OrbdhheUR{qD~+{LM8;v$wSK!gdgnI4L@9`9*fdwv(pfEC1m9G*hH zt=ir1>xgZJZj-Vxfwakn1_cBe6wuPW;n<0nqw>)U+oZgg2-GtS1_dZ&({ZEczKq+P zygpft!<)6MW)BDX_lk{PJdg(74WTVG(KJ$jNFZ2<79_Hr zb<^y;P!p9hOx}{_T(9ofs;vxe!F~JdpO7z_z6c~gl=e<2g(I__5H_%6L*|y__H*Wl zO6cMgExA6Z*-y$sY`qPo#WL0U?%kiydD~28f-XxD>BXX7#=j#61&*vQ0%))JEKTqD z2AB1cN1Oe$s{cr-sR$NTO7!2~djHBgF(96_$f$zk85A%N+$iF~R_99u3XmKoquV-+ ze!=Vs^ktxBb*N|GieK(0uBL3nwbP@cqXKp_2|bm;#?)y<`Skz3zm7OFpdv^5E;!XD z+&ByUZ2&V(4g>|H^+4hA9SjWmW&z+%r?K!~v4VC6?4YTR?7SZC+#PEZ-263wJIs(Erk!f_-K20H$JV97OSWVy6py@-<_z@zZZ z8>n5gQGG;~Q#Q^G!+4M~P69(HZHLs=+wGq3Z+)Felq%9K5JF4ec!sqP_roG1I7Cs= z%0Faa2R(fh#GV151R`!ySNr=D-3!i{9MCJ3+3ruVmoHzEQ^!g*G9(%Zw2@FqKJ5GV z7iP6XwtE#A7z?(b-;RJFJH%gPL3xt>je3wNK(lB{b$$3S0&SJQju{#{I#>1-mNs-l zc>l`zY*_8xJw5LqK3wZM@cLhhTcHdC!-V3J)Z)}&V+eH0hC$o$UJVFzS-^7OCcPtE zI0c&Q0$OqpbMH~gN{*t$fEAF0U2OSn-;QVObh zc8a9i++Rlnkzc#o3T3HIIpS#NGpt-pfA}DY>lIK5PWoP*>+v@R8_?r|^D2cLOYAE8 zAr-_%$s7d3=+PG~yI+6$^l5%KaE|L*nwnj^H55N*Sc`}Fw>mB_;$}gPmO(It8y#L8 zNf-3=7r-VU%i-+O?<3AQZ?dLm1DgY|t0uw)v>d>!$h)IIh!O<#<-KHZQ0MBl+1SiK zyDS&o82R6!&UMpkv<~H_1V}?_6SqZ`n;3RnR)%){&8$+Gt?%=*qgGZ{lRv)|HgN(C zc$g!^1$&gINPsbR)FOMJ?~sWnt9(6!V=l0_VlzTR(Gaq-uPxTm!|weP20VJ9IHo~U zj&(A#-Nk(2^!R4~s`2$`US=7S9<$k4XijX!VwP>7Bo z57$`rZWqWu@RB^y_b}}zp#8H83AGIE#yDR`z6}O33HRUx1{~Y%vOT-`ys5nTj7%(6 zpOfMmVkP~unaW}gmK}SPo|MwdGhdQKMQ7NW9?W-VpE|d1xppqlNK>ADwnUInBoP@P z36SV;Eo3Vp(LJNN({0Hjfw0GAiNXMZkz23kkpH9`V~OtD$($OFlAb!1r^*jPlv{`9 zT8-BGY1vBD3x-c8K@umGP4PTtM>Sd=5v(9NwiqppjF@DLmZdLc=G6wONnQjDmqo^= zxlSXKi3`FF32wk{Kse}>P6cD`RFgh{)GLeA^U6g&n}+`9xWPbnK8g?(N-cP`J7e1i zi)8;bZ*XYD!bimJ0a{gq+wMe|bl^)cKuaY43D`_TAiQUsE}Sp9H%AfB5REw$weT=7 zc>coJQ(~_SSc18`-g_M8AZD{LT0~7FHjb5ydv~7=KU1}7Srbq$Qc8_U2kH}YItCE<*MaDI!fMl`Ppxb3}>`Q2t;NrcAGO=JV{-H??cZNJ@dxz%W%Wmbq#|3fNk75>_b zav4BO%r9TA5`m#9%ObkaA=rM(m+*kaOh{)Qp`d+zUwpahh}cRbzmuEK0!?I7M?*qF zz-(dx4;o^Q5w&gLU9^X5&1 zG*X-W;66Yw2Xy4jwm+t?nhRHss3EJ@tcguu)ouV119B#Vs1=ioCPZIcS~D(gzsu%5 zz-K+aI*b*Jm_YA{v_DYEZ@(4yIG$V-br=zpT(@+NA9+aQyFRTU_!O9J1jOOxCux16UnR2{#^)2r1GiiqpEN;4ZW*aYVF1*yZbXNuj+kHtm6? zz@CF^VidWMvKmY)av1$YmkN>5e&XB3O|-Q2g|wnE&z@~2QY@jH7Jn}{XTrlneSMEE ze;B$4+8=V&Ach)GJq>^R*B#Qs17zk-lW!tsKw z!2`FX_|70$G)Z$1qYkcKigr2uB4Ynh%IR?!gP`y^f`b3egjHeq5zGD>G04A!s*r#u z>|aG4|5mbGmD7!CV-%BR-kw>Ps#|?QtMt`32q^CXaEbqFKR-qOI_7YFoE?!Sl=`n& zT03{`dXIL&j=%>pGibZ6DK`q&69zy~Br9OtX%aSuo;Hch965OcKSUNMq*IOC+rIZ| zz!y|XHwq;B0QeQz5g_2OkU^|FRF0n6Ulk?uca6XMRC9maO&t0l_tgUKVFbD}?v*!z ztr;17s+p$eVZC1ihai+2v$$G2c;ohi5jZ!JECXA91294A%v`18QV2rT-?Cn$IfqO> zBW@7V2xON7j#-NkDFG2MI)$eiZdormw>LK{6Ne8m880YjA3vTWLNi($$%k5ee*KB~ zV369@-39PBgc0Fyh5{)N@0zO3-%`|h!2gm|Sf(#VeI@o=uuono( z@-iwg?2~zeIasm^_?tJ1335H~vrHMM$;u_Gn<%xY7=*MDr5W&PSMlsGm#Aecbm`fl z?BNviKB*N#fWlcVDHGg2jCoOeS!`P zcLPNo)k;cAh??Mb3wspf{Z48_HbtXqdu=uVqt zJ$SGmwVv28;`0D}@i?o)+}zxv;VTX&#pEK9|8Zk*_YMG(G^f-@%S(Espg*ciZ=t14 z*N>Nv4}v)o3YEF#x-jk}$=u})kYx;HcnIg%g<$cfO`DSR(^KGt4#o}oH@}8Uq<+tB z)43iiz4!dOD~rCyO^bKcjJ$*|KyLAI5s< zQ1N#|>mqj+pOq}h$|)g|XC>4FZO!-cjr%pI zZ{EP9d&w4b_YB$HgZ%-iRN!w?Q;DpJE+bY2>kLU~4hYGu+U>9=^w8bv(m;ED0?NrC z3eeTl<2`Hx75ETvEWGBjChgrWn5ZE@_+(3?m8svak(>Q+?4d*`Fct|m5vWN5XJ}R= zp9KCu$gF-olFW)UyN-S(JvPliQH*zW40`Bcz$DS-h2+(%SD(_aJBm0yG&BEBM4xGu zGEKu+b%BFn?tVp1fwlFuED?~!q_DShJuPz#(A)r+F+po`F$%=kUYyQf_A1ewgU*}2Uj_Moo;uG2c@_TZG5F$j8U<4=}%ZcT9Mpyv(cHS ziG~yB$M-&n-Pd&DgeGO@_MNVBCi~V?`R@H$b>`LE*Zp>m8BsS&{#3YWIGR;=b7ybk zwAoZ{rIJC#Y;9ZRtesgTMP!63UJ7g#n=YwQV z6XngmxGZfM<;K=EEBuCC={`2c#ViB`0q*KHyJ<$>jlBT|0WDy4it48WK17%ImqlLalP1z%8Y0!4J^EnpjLC)L>DTrNa%IOflCI%b1fQ2h?3O-<}Y|y;QxA3;S zKsfTar0}FnX=!QNz)HXPv*7RxRK1Bc%nS9i2+c1poi&ve6-CPu$>30WQwk@ zu&pIXl=rGN>siGRV|ayws9-;PCN-^DPyga`dN1sy(}BH4#?2!XyNLKPBwX-t7;z9W z5A~%nAH_U7Ylq2b_3q*2rD6Tv;k0I>*->}L0G(iao()XqU)h!f$WpR`YH*z!*^(@lgv@1KBiVlA!3yFVTl9^rTLY$5a`!L?*r29a z+z(^z18eq}HePJ5YJodvcnUvG$0(&9hA=1TAvE1$rik#)R@6`d3yib`Lcjenz7}vJ zdW@H+jJXUN5`+*?RZP%0O(aOirC!I1jcfrgFlg@fG2|kZuQG)*|)gxq7pY+b-5*N|BnbVVksG?p};q zt^l@fGd!l9PkzBm6XA^z6vvTv6@j#E zPsnlbLKj=Ji8(nf7I#YYUxd4ZVjG-Nla-at&doE^cQA@eLohPc9Z}`aLLjcQ)~%{2GhG@bef3bd=UE!~5LniwMocwVCM~F~#gzHlc2q9!2BRK@g_xwqY!gYwwdI zam66H>AN*lty(SoReZ=Gh{Q?Q3xr7rOIUnXa~SKs%A_0V&*aOUuqhNr^Th&%U6U&S zd0^?TM<{@Se_%5}r4YPscCX6}<%mC6Q|}KDrxuPpcC?lVSm2H2FtY~+Z-Eu#Rxe(d zkD9$uC~ipb?@Z{%giT$co)V?#*e4wpW||T)TAGLv^kE;)6h4i$1i{~Nj>_LB#^QvYxZE$6*s;gj}Uu1a71ol@{cm~aUEdUJ$xn_ zRE2b-)-hz-y5G7oM^*PiBMjD|rpzX5 z<$GV8-CBar^FtjHMAt7)tylBMK1P9yOcpYRt)!^<8)dPR88w|Zol9mVt?=}K`xdAu4V#E-O4+35{TujYrcIkBMPV%d)zxdKEM zXiYZ3BByKi?L1vK@OUNASv7$1Rlig0sFg9&&6pWvT|-#8L$oODjq8a?t|;ZMSCI~n z!vrFgYOIiD={Rqzxiq=q3+3$#;v88&-#tHb0_WmH#Y{VnRkBCe#vCEl+(tj(m72_b z(H9WzGR5lagDOkY|5IoGr~X1N{ZPu7 zi&00i5p+6h(5qzliSQ}40Kz2^`L#rMa4}lBjjn$d%2LzGO#gD26b8y0afkz??i*!%cTusZmF55baJy-(tbBKw`jY8c7E=ETblfQV z3^>aJqyynjRHqxapE7E>`*ad>qztqsnA~)@eI>w{qG1w*ZCEm{jxiiTkiei?R)#d3 z6Ge=kx7_#-lGJ$mEgigsBFNExCSyy#8BGV|)0vHyRIsqHfIaeejA}Ly zCc~8BL-P8`u1zt>uF^Wb2JFt6x)Ui=di^4k7s8Dvab{Q0{>DX@$3?d^?8S=h|1=~$F#%ci3SJ!4+0w#}cNOUPVESHow)-W1-wn)p1qSyoe9{)L zo_{q^AoX6>%5*%D;hexsKD-x!m)1iWQQvU0VBK~|50QtIX%y`%h;r@k?>}YSW|!Oy zG~$QtmXeA4@i!+Xv~*??yHsE7m-lZ;!^CX4Q^bT`)f?VI2ByFbrI8jNU25zw?r+yC z*j@r%BA8V%=k6T@K3|fxhh|ZBz(=L30Q&}k(9#q?<}xoW4KIt3>7KW|IIIJqUCcvT zQkYw;3PBlC?OmB|Zl6tC86ID@f~ar=Il3Nhmna5a9Yd%z3~(3Ly`vj{&+EaQ@ro_2 zWTQucP7q~aJK16yVDe$(mR6F8EZ8dMG`SJIP<0oF%4;lvFqy-KDY@_ywtW3{0jF^R zq`A;Kj67(uY&KLx^5dXB&{h&89LY>PjsfG~igCzWq#F0q<4csp z6mHX~Ei`tVZ?+q@Z7;(*s{a~`-%|z?=()|;1Z!ne)08o}8@?K@{1!}a(gbs(3t1vb z)UvbbWM~o!O=)fjFO0Z~enD2qKOR$a4|d+dFA5$^sg_`<#eT3itN!O*{Vk#Y1|FQU z(z{SbyL@$m8a1CA?QXy-atkFP5O4ba@*;Bywn2?ye{;rL zWm4Q4Zjf6th3Sz3!1}fszoImNqxRn*8Q^Yj(ut;PSK@X$rdXd*2!HGzjs_34`#?BqKy+% z5O+d9d2E34q>eHm>p{|^ad01$&M?GaeZipQ%3*F>yKH6hgX^)M$O5q4Pa@MLUWYvu zA*8yH-SSYqwBaHsLa{%nzufD%#1Rty3V|@7p1s(lWzn zG)rWi`-R2QvLapQIznG3m4TTn>A#r~kPOlxt3|@Skxl>1?Aq#0IMnV|ljw z#6IjvD%S3m@aH*(pi2cB*-4E8C)N^(r&5ZFzNBTOw^}M2QV|lXLW1jyANLV5jAKi+ znyBWM|FBL==HE8psADL!{Mdq^0p^r8B!$3dSTaA(B+Ldle$89HECfsOq}G_)g?Td=MezaO1HT_X^5cPJCJZSP0byH9WsC=93?QK@lYLowTos;dV!TTEa-)sHxnO z{SyvlTbF<|o{a<4z>n^w%$?rT+oLC%;SSG|RSfF(OLVORViJ7cACd`<=;#-Mv{2iP z(!x=LMImuUaq-+8>DbIHbT`=yht{~FcDKX%i>--TVB*d)`BT?;?UdFktgFI|!P?Uf z8I1z?#x;RmO@0V`~Y4JYl97EKj%SY(Z()lYtXpc zsWE_@a1`@X>4*?U#>8CpFdu5+hoNYV2k{Nmz%Aqf0**~~_j7KeJF0LkJni72=#48t zDUB`tcZbavnXNTZlQU#f0gsdybJzmSrHGJ$$aycO-qo?CSO-|im*8FL=iejwXCgvu zI<>OOd5y)exGz4Zwz=@a#SRn!Ymm%#}6NR;eBYV(ezZ>5^>GxMl!hF<}=AXMl z8Loix!)4M@(Bwc+*k%TvqxghkOfNOtqv3!&dZH56p*dWPHRCVe!mi(SXs+r4w-H0`^4u z5Pbz}4xE*c?Sa8wf^zq|GJ2e)6+T6308Ho?`ti9uFkZ~v1o|VIvXGxSBD(OM){L+O zpw|-geIM-0JV;KHObG&!i*s(@Dg7}?bRe;{ee*F{C=zPYckl=kJtcC)|N z(UJK@3i_)uj%Ujw^5V-^+w|7$ZShfLP5@=`Vg7&a3-Y|Oya9J?H# za(LlU6nCR-=7y~D{f8ZIGYU|fyjMe1t|C=KF zzwoyIn4J6n(>KTFyk!6v@N5pw7ETv+wDssp?T**7t{r2n>3P#ceIN+UCZD0@8g&)r zuf5Q@JETv|3@_1NQ=Q4C86WU*2vpy^bbgH$+VH2IU1!Mf{^wNj|Ds|1uM>9DXBJ4i zCGi3@CTo9pGIcsS|G)~tIu8Oy&@O(lHxo-YxmrT7yWy65IZ$%aCu=+}t`8d^jNnk& z0j^hKhX4^~7%dxaSkHF*4Aeka<%JLe zU$E{ub^F@kBS*~esl5P z6a#3MBD1pyvWPMB;0y|O0c!n4)L+=ioAKaQ%b0iX_MwhwW0OH3Vu?m~jG(9L6-Ki* z0*i5h?X^IGQ3PQ3=z>IB4q?>{%&pEvUd*&fH=KODFR<2y%0(co?yP~hGDHi>NZSA5 zx^l_2XlVo<;_+N{8@)Y3@z5)=w){!sD`wdi18LvxVzWRp&;%mbqGJDQ^Kb0(Q$)zv zfhhP;B((kAiSzj;564aVH`;shHxVLGYoUc?0(Pd49m2aPB8sbHRx9S(5D>#dZ(J2B zMx82;{1*}{8Wo+2$>|E==@z@bE9y-y`w7IE=~DQZ`)|pq5F-4EXaI$#n}_j}dZ6Rd ztS%ng5SR#GP-mp$ZC|3#Eh;Y}=Jo<97;RjQgvU{}96s!*s9d#y@dc)T zQzqbW8E&&DqJSsFk|3G2fGYO2=R19}nMBY+Af7FCDQ#`GVG=J7c zbm%el_J8Jo=$X`ul~ov_LOk9O{VQRBi1{NJlm{{=2IPP@6JO7_Zl^lW}0b zHjTg8ZjZDta=-DL?e*n19ebJC&5*9yE;r9(Lge3(#_oR`A82p0O7q9&v|c>Q$M`1? z{TDnE$AguoUFCI>RT+JTze_!;52;kYl%U|#tBR&ZJm@8!K~Lq1NvaFux6l z&Ye7>4Z8$N@LW$G#d)M%-(yD}*)N0$wLfGrEtpIedTKZf(H}sV#ZYmHC2ogDOIJc0 zksaAWDBLP| zlrw+9G!ReW?tPCuI+|uFc}z*2qK*~>L*j7-W+@wG9w3B-@L|GVpe9rX!>1%RHgY1% zYz~7s4T`@MB-RmmNukkmLy!we(Z(w!J;*7+ysH3kO51%C72-dppm@OV-}}!c6fx6M z_VBJE(WN^WS~k(U<*eJ=^5V!_YFSr_Q zlZZQ>=_9o*Q&>OQHkGlN775x5g{l5cMbIs|AiN2|zn+Di{Xfck^JuR7_TBqSDitA` z6=_hCl9UF8G-*<)R7jdN(P%0nMT#iRLJ}GbNl^+#nl+e`A}WeV14^=A?|%1Q>-X2* zYp?a}XRT*F_qx{Vy1MxepU>xg4##nv$9Za~`>#h!97phCl2EyIwwY5++6 zX-<$cu+;a^mS3U2iVAMmCj^M8tkQBt+s^l=X@(quyjsB-Nm{-x|I!1x;1^&w)llKn z-nMi}2XoTp=EmtYFkSwTa%A4vYyYcKWKlv{T!ZXvP0R+s>UP(rSta{om52`LiwDgjf7fb`rNzY1s7)gjv!#HM`27A$An_Zhs*H)5#h zsJ30BSpCq#sPvMaVWO&EKa_wN6CHh@=1x?nPx1xV{qig8kIDi!TY zBMfGLb^h-vvA-Xd{_WrLJFexVfG!lqeKo45!>59<^V<>yLO?h3Psu>*vjvsIO1i>V zYokIo149(V{5J?%Zcy*Y_SbT8EXM*7OJ{`>&5XUP0gnxc36?uI3Gr zmLvEW{r$0?9@1fLt7HeiEw8aGL&KKq{{_TeU?eq!)JsdQ>rDHGu3Q9#(P-^nlKqN` z03?P$vfPK=Uzh#w=a#08uL#*;6S6bJwI)TVy8u9}YnO|-**Fl8Krq69E>$wqr@ep& z?pIs#`+8&wY{~02sbCn3lI-U*8Xelt8PNF(M64<_)wa)~aRd_2U8J`TgIgh>gVP?m zVao(wRuZa0#?oGVb)Zm5tw~)~O(%1yp%@4yuX~Gd%*uV0&8NKr9>4R_F7X@V2Yrx# zBXP$`;Irt4M!cnjF8Xq6-u(GV^Z!Y?>b;s8lbgxZ{ik(FyXutKyvyd2e$@9@1E^F$jD*w@U7Cyu5&d$*zq()pk3>ktr4wmGno|L? zrv;U?xTlq@PYczYH)U3H<=GtHl9|oc6R%6W-;b+X_*6N5t#~JYk0)EsIF$$u8=?vQ ztv%Pb<$AAueeKJDO^+_7e2HV|_UD-;Tbh6XQXSue~61jY7I^2mR+^~=Skmg(grc`D@r6eRfBkl zl5+p)BxWJ{DoU6eb3}-G+!;zPe=nXKH!Z%v=?3JCpdbHBaf3v4MkUd z`R4ne>BFh^QUMHvAU&v|)g?NRj|cRg-ly;p^yGn_qjZ3KxWp?%nyq&J%p>(r+>D#X zM*%o8JH8nZ>LWeLQ^Y;mVX%*X;>l5{HH5JI47VYp)0!>dqYbwLK~iRUwv9|YlvKIV&vn4R?ruvRG#(w zM!7W(!eW-FZ-_X^SvEv8L%sGDrGSv!L?JH_VL_Avs3}rsSyRIZfz`*B=Cqb$9J@%g zAcCnw)p)(cPh7UIQvXqRKlz^$G5vUtFR|zwfP<$6g={Z+@O!OMP(zNqe#x2F(Sao~ z85McVfZUoO8Gr3$gYtu>Q2j#36fDphE%Np(NUxakr0onf9jV4-8O!vMO{HricqtTe zMb-PB17K7L)|U!!2|Iae$A1$^@5+gH9}+3}bM<@?LfzazNeE!%4p8!r{U_;v2% zv1OuSL=5>)kOXlhiq)ftv&NzL+87r5>I{1>);~WVd!(_n{A9^F#z=-k;87n%>(y#b z_%&@KlF@1qXi<3y{f1B>Lnr0%mVZ9=lKmPp5D}pBuX~$@j(5^YdAGOcx1lZHhB_ma zOC+ZKBZh^NLan)SO6*h5oZ~#T)Xzl?txny%^BKtQzUVqdsHRLyN|Riq#T42v6u?^I z(fwkO{_&}%euXc%_XjA!$N0jC7mg$sqIq2S0_g&^`mTp>zO7{pv}5#mHOT}w-7tWd>M3Z*(G{n+h$EDW z%L*vm&Y<12{N8iLPmVV9iK=IH$s@jxI7Rkl#;9-cKOrhfkg0MfB7e{xz* z1C0Lb9de#?e}$}hpX%nRUzXcuTPQmfxaCLxnvnLFvWrXDA*+A$Fbi`EAX@ z@5vuG7b{#$F}?orU?nN)8(vc>+okGHhKjf#ka?)kkEG#86aJP@_?W3Y`(Jer^IH+% z{%3j63V`rwL4rXQ%&;IB+{a40xd=_C2q{S|1Fp}1GJie~o4DAVr>gZWC>n!E@8{@6 zQiQZXsIkSEig@ruCtC9B=??pKOZh$m9%-S<2o#TUOGV3{&>vr37i=;Mm!O(t>^D@n zTsVh5;{sAmY}%@Cicl2~nKR<&xks}wg9)ldEhPlE5XD#c^-)3y8}wdiON0!9r1O5Z z`|o*QTzB(g73gTE!$Xhy^;Tw}zeq^#Eq{}0f36$f)6G1_qNqCU!^!lUADc~~hC~`b z{vbl3xCc1Dyd3fnjC_U5)FIIEQ9>z+EaC;A zfT}~fRDRLx-M>`YjrBRHa0E4i5GRl7X`A;aJ0a$xst`$m{6p)E_$P3}PZUyrwRplIx$hH3Ag&wC|USc)(O>~0-o)z*zM*0kedgV(! zn_nu#J^T(Hqf6p?#8)21sL?x-BSZB)%OHvlS3rqp5knQHU38T*reZ$}$9N0|kpC(h3iA+5yU}GneP3`-f7HAg%aDY)C%CeH27d^8FJw1D)+iJ%Vlsox zD9@>0hY_=<2MMPTs#-C3F`Qq-SFf*7T>>uL3|T7Q!=hbbpG%DTlLyc-)VA2*^EC65 zP`t(PS3Fnd7h+>$o5kee(i?=B>1mBwL(Rm6#^QHX+Ajq$Nn?mb4kgjR!VufL%0Nej1{A4HKRMe(t-@kvK#%Op=*8GKw+>dAhgrT1n^StLJI3VM6RDMz zl!h$5eHs(&O8CtIXHWj#Q=Yuq&r)ak^5qZm@`8oel*ZXHP2aGTI&%DY<1+&*R~Uaj7Pr>gGUM(;}WLDg{oC;A>6|H#eU&$vY!ObM~1Tp6bttSiU}$ zWZnowUx(CX-&a;noi%F~8!C<15M#Sssiwqxwyk4v+MdGrKb*4_Yu7#)<7am_=;TQ= z+Dc764-rgb%a$$JVMJkAwB4WVa9CYdD4kx|CsqF>1oFCDS)ibyfz-OMw}~-;?rM3z z#%AQEeT@|dV(wV_8^gO#a6T$syG}t~tI6;sgOn|PyX5`L?VE@x_X`V;3lZa2yt>B- zYq=F0H_kGP48lR=6C(_Im4|wd-n>V~Sop#d?9M)XXol&2B=&+=;^V`xMbXe;`Dq_M zFEjp9RU`I?Jjbd1(5X{B(JY?u@i8+qtK<EW&t*@}Hth zJQKpMn;&YN+$aW&HZVBEra|sFE+1k1dcqb`*kSAjFvohyskBsk zhoE|Zv7#^wzGQ>jZ66#4#XZolD-Yt61WoNHO#C%2bay{;ZTN7rmJU%VL6PJ2m!&9#=WBFCuDiKlIf-&WMtDx_HX|M;<0qAzuf z6`Ie|+}*8Gos=-!?oUy*59vS|Ri_gw`B&G@GRR`2CC+hq9S`+o~3b(n_{t$Gs-uMy94R3<)dt z?D^<(n1_d?i&J;WBUAeg8|1l>`IRyfe;Z_gH6o0E-~Y#f$G`WbEFg_C7i7 zgiYMOSy8TbuavLL+(=GNFDmMRD~F_Jbvuj+M~-i*)}u3$r{ubW3|3KD*^Ap<#vPM* z02uet(^EzUw>K_s=1!$?A%wSwDIoEfiKGZ2HCWh+-^-7b0hv?JA_v5AQ^M!sz&vT|~JtaPT}z?q@X z#?1R4He*IMF~;Ib0hR(jOyezwKs0dqF_3(Jr{-XJvgXS*BZRX`9oe8Sr-F#l)_jNg z&uk^-5mWmG?dx=PoR5#Kot^aR)vH&mUY%&^#JR9cTqO@s<&E~z4jFnQqv(pAJ9`r| z7`JRMaj1COOXA_}-C7dwtLJU9TO1UIbgPfE6>G(c73%u>!M!?o9MsMHJxeRtB>8VzT1Cg0u3Ig2 zY4H8<$q~lu*K6af8t>k+3tFHPkMRA+kKL*p_8*?g=05)2bo=&^l2S6#FnxV*qPir0 z_ZrH2c9aD$>?j@GE_R0L)aldpk_Tvbl0=s1ww92$rc9pPhH|fsWZ1}&tUGSUguLyl zReMQX(h}t7zI;qda1|=|yNtYsTWHlWdc%2r*YGD*wZV#ni8)K_k55B7v~Am#8ZdBX zrKDlue8br9i>$2VH12>r4r54w|0ls_@KJ4T?b44Q_fmf)%qpSQShjYpFHoUG(!pg6 z55UyOxqqnSB$9;-7ZUQqqoZZho2AZknb&XFuxKamF1`)k2l0~Hd-v`=vrl3p?TG5? zYQ;{SJjq;4o=C#O!;g>OIfk*P1IXc6{VfXv<{cRLd|q>`YQtH~t~%k~>A{Vpb(1%X z>_piKN-Tr3kNkoa7xV1Bf{z)^Jh4D4n2BC#*O`x{?Uyfa6}C$8l7$v)fcGN|@{&8x z@3D9%d0SPNQ|W9W_cn_(;r>YCH}g}DZ1+pPal<68AaR`@S9QgTeimAtF+bUlu&AZ; zgwEN`>v~PtrCNKtNk?Lf<>{LIOWi$Aj=T{&f4;(anV~v5lV{E9I9yM!jw<3#US8*Y z9ecS{@7Q0#k{MG+N8M9acu5VzN8=e57evo1e@&_4o?TutO4YzYg3+M)#XR$YD(kB=0Q&twlsd23L;e1tmduLDlOa=}bw9M;iHhsGiPRE4)Hc5-+ z*@7FLXTLzrr=+%`qAeb5*KS1v>4^9-ckbM0Nb@ZgE}W}`!t$;Px6vVy>{l0ulvEB?h zd2`p+c`q9QF5_8A%1}uMMkDWmVIDeqbT9m8dn$^;q;*|Y+P5bCtIJAH-!XLjuq~T6 zd)~TbxMWD{+)H87>1_g%G&9%{6BrzvD>3G-w>;S52led}&q&XOQHXV=-pj)z;pAaoq4qt|OV4AQ8@8d$wl8 zp{f1Wmzn)Z<&aT;C$Jw_+z`y%xR@(0nq*n`GBYsWKz2MW zUV(v1KC(RywjtI?JoxE%bf;4`Zyvs6WD~t`IDzHRgB9^tu9z?^pTLR{QQ1(|de0c( zYByzJ_34p3_hg&ZubZ%Q@gYFfZ@OiZ^K|9LjsCDM#u|a@0|&}tK9tE(`U;@c7CZ0t z`h_B9VvbvHZDV62@nFP1;_O*z49GktM`UnSv20rvU#{A#mo6@16FwdLkX)gxWE}O< zINUsp54m0=`5M-64Bz)i`}=z^4)R}_n6yQ->9Bo!8}r1n2L%OP;q31*j{{oR#&Xf3 zgviF(SkHO#Ybu>PXJloye){xj@{ZcxOBVIdS0h4n>C$C=cXtE@>c<`>@H>F^hi2Yq zm3=9|KqK(9RPGGhlp8m$+<2eX(ma$rb?ES6FLH6Y-_YB(1q>6d7P%qMSG7SS#xVJh zq40jg{IB(>jm7C4vUgQg9ehnaK~7LC$g}fg>dcud4;M&EtE=Uxko#$BMsOi`Y$&0Ph^1m-t*Cd| zxGnBHla0Gs`R3&s9UIFl?Is)2ycE74S@QX=V}Rz-oEIaAg{c<9KHJs8jR z9WbB`PXZleHuU;)&Lf3~tfvRL(~hBtH80Q0Gw0wzz%`DXYj|yAr$eUiYLO#|*}frBCk!lqNo!lam3zzn2JeZCfM7jgPXHdC~OqrP<8TI&y6YtPxsgZVe z^8pivJA>w;uI<4iXF^M1Wo@n0y}K{L5UdSRrK_uJVPRqVojcMP0D@Aq)gCgW%CL0Z zi*xPRVEHP)j01HxEKI^;4~g9MHi*lV{r&ybHM%(bf-#mKBh78SkgV1An$B#WHPINz|svs-tK_2O-HeRmu@BWR(iVn=^L)~Ujube-B-U(iTEcT40 zMQ+TP7A8CPWy*3ts0Qb|)#j99^?v(JH8Mc;5^zLhO>Zx56+v1zS;z6){s4U&MR&)e z6a8Idfez|JXGKLotwjCSR-(!7bPHH#g`J%VZ!?0KpT%jr3|S*HciT37{JuhXR6g;H zR44L+pkAgd(NaHq@<_be&L2vP7B7DB>1CAs)1_)yuLWDLv=8`^0(Cq(RucdGlHRbDoLGorxukw&{H?PSL~qy3?GQ zTGk=6vR~$HZdp7g#Q*Bz4Y#V=BxwI3IMR?$_EbM)5+25B7ZUeMlA?u;%`CX#{yls4 zG@CKw9FUxb2J5E#w)0GX=twF5^ULdFr$a(wl9L-_9xYzHxJNrrBm5rE6;uI^9pd@G zSKXXyP)Uho^&A}Ba!gfGLo=juU{sXmAeHt(W|6sU!5V|Je8x_=>0r7|u~X#dZ5@Bt z1wJ2K(DU&fSu%6XrzUDs+$Lw`D&L||Ln>YlN$K3&nEP+vp5fbn z-Wfu+?nBvgk~(qv#G&V}u#PKAz^QZQ@RI_E!lad2$=An+T<_~6T=IFNUgO=4hm0CG z?ldLYbZSMrI9l7egutZruU?e)s4Y&Jh&16m=v(}jn!*Gx>K0OCbwa^XYwMZpgcHCI zw$c%_4a!Qhx8>ZjWQ2AaN9oFvrQA)rG z5=LqvY=*gCP;d+doR81IF=I{wbAcJgsM3$lH;nQh%VVr|mm3(?VG1n9XJ z^Kz5cEzHkR*C@K>I;yH+YQIk3>g&(L3?w#Wxon_E#A(ok`I=K1JHFp2%eu#@t7*4& zOt0W0M{=7QL7@b?2jm*ar-7@9Z=i-0TS!MZlp1N=C`lMHcyI)TW1v~&S>BI_0Z?^X z^A76FNjo z>nse4Z}pcizR~9=LW9=^TIsCr^(=}<(D>T5Ya_7v=jQT32%cdq@v zgUG#7yU~It>KNC0Z7lg9t%#c{y?f6>6?-1!;6>HX*>47YOir6VX;N!k*3AJamEMHP z;Q6bLxud|{eSHem%`FN_eqfR_6%4)y7{we1hhZT4k8Cxda(!fs)iI;*Vc?*S_3Av% z1Iyfw684@P*Nu4FYEj6nDR?1@XCwcfUqLtC96;wh&7X$GZxq4PM~)oHs<8!LTNsiJ zHB9d`^USytG%%k)G^+J4FPJWRv|Fe_W}jX$-ONlwPfyPUn~7KYdD~{gp$q3&o;g-1 z;S`)=)9}R6YUT-~1_Pi07p}0kH^Xhc`W7=u0yw4pH~i7v(MqXTubHN%BsPkRHSpH6 ze>U4SkD~i!%VHE;NHi{-$n7XE&%GF^q2b9AiiZQ9_^VBrWt!PVRx$5~pIBa~HE`fC zgEZQe@&NHfk!4wEa;2%%;I{W6*JU&u6C9_lUAC+bzvs`IFSw$PfCMDubm*epU}Xv4 z$N48D=mHpHyVEXg)u6bkmlyP%Fd=kEWY=S-=pZ0oQ&MV0T`=CxPo zUSHpK9CZh{4FpFLiKzPkYDHN^?7K@a9%h>^aYF*8tu*nAWfwa7HE&Z#^ZfewG_NYt zrP5*%dM4J6q#bEvMJJj1)$Jy!;xyn-<|>C5uP)Tg zTQWCBMPLlOn#WwMG6mKEJX-zf%iTM7N3Zg6C)?xEzyH}HUpM2lm zKB=hmFSTcvp*9ED$2I0~oKMV`-6so=+b5mO%F-P^{DR*0DAKQZ7})%onVrpc`ig{x zM~*FfR&N`eV4>v=C@=awZk(2ZUX~n44BBJ>l19|h%+%oB4u*MYx(y5s&1rL}Y}MuI~WDH1*i+wef(!_oi(NKm=*YG60vOj1KZLKXeYd2^N04OzQ1*4hE`y77odHo1c zs0vIIv4+A<|MI`H%1VAAir7m$e@9Cs>0M(m9>xrOvVPRxQb+3j<0CipAOnkP98((2 z`#CvNXtZfo_hLLVE^iwMtEZ1B_`JrL#aM{q70e^O*~M5p)J|1f_g*gQcs19hfc<5j zSkzwWHi{#|VG*Sjgq8!?GcDiAl~NaGYL_HwUhaLVE9X++53H!m9eYM0yE(*OK_|~% zANVW1_Xyu<3;9m8=Ki$El5~#pyZ7(+2uue|nC&`kR&F8#4IDZ&8_%mcC~ZomUY04F z`%^9M6IpNjn@5j2uxMtWj!qlNNGaBW?B$h4>RN|xev|CDyg1eQ@Jtuq4~g{f14&BC zmUx37pWr^8LR4@OXX)?nKYAoiq3BP;2ujtbxqG6&_M0;QbwqE;euc8k^>*|v1bU}6 zc3+I?hcAU@I_7jr*d=;Ibez4|)Y&ujZ}K+=2p74VoPJC=Zmy+Ev0b^+n?K6Pw5D`` zEL2Q@C}VU(nH2KVem^H;oQsNzAnq8=?6u0y&J$;TO2%$hahygjj$=cO^_rx` zG$#V6g44M)%jM*FaWp_o9B~|y=x@77u_an6QntW-$BZco^LPH*JG0hxSl^3{J!RUq zjR2dk4j&JlAQ`_q%P?ZsrgFgX!Z0&h4f=XQ9(^TG@?B<3+7J{B#*7i!-SX-hB?=t* zF}oyUm%AJO{m0=z&_4LkG6)0)uqe9WXV324Gafu>2Rf$xsH^$mF7@c)R(8H!NhG1Y zUDf?I06^)NF9+evG-JO-&s;AN9~YiPoJWs$?}L&rm_@y84p-kN?ho%kE4-^=v_VY+ zXJ}=st3{#{PqBJBW}`x^q6-4W&XDyUG^+wir{429cyMJX{;YrtlXvYJkMQ&$hhQ0i zapCn%YWD)v0vH^jT#R^o_&Pn8!C`3@Dch>DBVo7g2!*qimY_(H8sX!KSIR5Iy$jW^LnT@>`+{2RS;R< z>ICfDSveW3@Y;r+Oo;3yeJp3juua9~Dk*hIz2xhh%m(1~y^xKqiGDwC zclB@5#M7+|9Hcs9)|bwcsaV!edgs;bd*k5)nAJT9hthcfDSGZwmjs?T@nC>UR&YM+ zaY(R@oTYfi8d$;|PS9XfJ9?psa$Pr&NcO;VzjOzn*o0OP1fgT;E_aQwV|xM&!V#=| zaFj1}C@^q0f4H>R*jc}X2IWAA_^Gb3J)o@HjOy9rYIdE;-ErmW)lAG&3S+zYw`!E> z(r}XHuj3SK3Neju}E!-j*RA_<-s(AQ=mc2A;BC70LR(D>u3;tiA|C2=+T2C}3;yjfG6 ztSd2!oSQ+0AtYVgaraxPZT*~Ha~$Uf&lpgC@qBUxhKZwLOZ`NI1{UmbaBuS$_7@q^ zEJ#I=!l;aZNEzry78TVFy<$3H_BpsZQ#?VD2X<`P0$?$SBk>h++#Svt zwQskP>$|D6_s-~YS~KD5)jc2>A1XF&;ycn zmu{UQ;3;(FQn{COsH(v4(}9hLQ8KdJs6AFc;x`n#c5N#WG!Vt~;DzK4ms`E5Acz%H z;0;}E@k-Y#zPTe{>M>#0IKspciYgJ!e`IxC z%0cZk-@+n3M^y9ZEC%W69o`wo4HC_C>p@-OBI$Z^IpjBXHjPv=93P+9ZG{6f^>nwD z7+>oq|Anzd3W7MOtq?2-84QsGN+qG3LWE7_UZ7dFhf*fG#cj_w@^8AXocK{GZ^d&L z)b~?$j!oEV#nq=L<9Uumo@!2!GEFNuh)3vPH(k%x>jr2DWdwCUu+x#FMi3IS@=iY)-1a zg=7MKs=!n@aAANQN5zLD%$)-mKH9k3hpNV(osVD54K@C@Nu7{k=-1eHL5aPx-vWn)y}w``@Z9Qv*4=%?v z88=8}iU9}c$)jPVGz_9g3r2Pel^+$kw3vDMEzO#X$>>7%LH77(-gCxRjILO?2(sZP4M z4ETiZ`rS@24~SNB{OP6dk`NM*Axzmd<;!pJduTPYSRT(3r)w@tHM0$?_?F-Zx;Qfk z;fIi64IW5C^%YRWj(i9ZE)C92(H3^@oD9p%;;&uX3mi<%vY$-UCDT&7goh%YR(D{O z(US{uR0E9LNEtnOxPemZ^w=F8jb@e@joX*(QbaXt^rRlendRm#x;1AaBm2YJGXCiclyf~(b!4R}%+ylk55>j4w^3>NcsbLqm$HhA3?1P18tM=V#%0itjm!}o zI(_;8Bd*JkBvgU{z&e7acG!Lfz(#evTVuG3=^y{LP0CaJRWq>b*M;>t+V8Vtc_06# z!T0}u>QMUkP3GQ+*bfn9Hf!q)66!2(ZXd!&+5-kAR1R$p?z7SnSrt8oE?5L+y{%bZ z$y4S{1qM7*}>yvxOfwAL6)mz5WYLOy!bbK+)o20|BqSlcRDB3_ zG@Uj5}{Ra<>SFIX= z$|UP)f#{fS?oa@4S(A66^SX6kzI>54>E`ou58wuHDq5#jVFMCOfQ{l2hfwS#cx0LG zp)`U%JsG?*#-cr(2nBTnH6R_+rMJ%5WrbO2RcS{gwe?AAlD3n}Y5Uss_R4*(fw>)z z&AFNOCwX%`>q`DGg+W^vnX#aZ7%TQtIq{p4ZX5dp`sl4o?A-p}&4wDxRtUc?k*Exv zW@>EF`0H0*O0Z?|LpTIi0E@N&x+do4ilX49;cE`(Oq^)=_RWMG#3sUZ4ml_$LfyW# z1A~!5(nvz_*m2vInP}$Ls_UPyJE;&t^{^_qu z%ZlC)X4%J>ELg5GwAK@ony!UZCt+fb8b5-BBQBOWnm$QZLKu7y0O*Q zdLa)5uT^huOZq=`_Qs8q`UU}~)GvhiqI-csxf=c50OrtZx0|)`+;s|bvy7`K9s~Jg zoK&H>`}_B=1I6It%K}uYP2HR`PPZv^s+DsR0hst20eUKQH|W>ERVc^4Ql%^h-4h59 zrGrM_zRz#&*u=bAVc4bX=ywtl62y%rt^lJhqxa-km%>7cuP>xmbooG}M|V!qen~PE zs)s7YlgE$4A*qQV2~u7tb5vbc77obRSc+8huDaSP&Q$@P8-l?y^=1(-?YE zmpMiDE!!pZE`}tKUaYD&MPJ4CZIMzC$=!MVx+g&BFvbxpx2QIx&d~}ch23S?;~7{u ziuzHa=0?ph%(2WAHL@}xA{)U-Jjnq4_o11#;2Wa(0OeU#p`2K`|6=dV`j@bC+#!SQ z)!pzXg4%Dd;R%F8GyoJw3@^n2gne&=Ilw(y-@TN95roRZn>&WiI&H8U_Z=C;lxTbo zJ^D~tn9z6naY=E&?0I8*M;R>Zk7e$Mr4i572~X|4r76nYezt13<7!cSjas=JWnm_Q zd~mXd!-J{=s-MW?r5hhuTc!G;wn z6S5|}aT3?X=*dgJ%F4=p*K$}kSBBu(D=A68!x8kT8Xm4w(VYfw z*Y#c}IH`k~5sFHrzu$$+d#m1`;O|t7b4j7$S539z@0I^WG2eqA7I0DF>(|RU<3bwe z2*ObP_Et~qnmuPl3EcymkYxGpfDuBtf(wVSg@wwCmoFD-nw^&IqPJ;(tFZ}kq);!P zLnlwR4_l=X1D3(!9Fa-J+Ju{{gC$?yGfY=^cR+vw`aT3ED-UgZdG~HBZUl$rvffWO zYcft z$LiAa9vTnRJ@gOThm@r|anUOCE*4CjJayCclPI28w&%!-o};^GXe*Ry&D0(5 z<aqQU^8 zUPh1j?9)~QI!Pc{OXu9Gp9Gb!q$dENM;2PMY)GEeGJ96`QGRrZ0)VoUWGEAMUJbs= z9}=h|@f!Sn3dAh%S=NG$c{+y`R?SrLJ+ZsIyqp6mN4^&&Dq7xb!ebo`8GLfN`9d_Y)Y7Xy=i|5^RNr` z3+zh&Holv-#5b$kt+EAWV2z>xXuIy`D>J#`xGe&8U~2zI;1XZ8>e)W!2c~5Gc3E7u zlUjp_CG!#7Ib-W~sgZ+l@F2=^*Lsc*IAtE4C_fJAe$Rpndmf_kP-w*B-OQN{q z<__M6mg|sNq!9KzdiT@C5T;59A_!Yx19!kggdz8Tw#GvkZA&xAATUO}pIP-GzXa z?AglvyLr3lS8pxH##-;ZE}3wjoPy|LA4+uIZ`tbAZTZpzl2J-$U+?t&a%ORd>e=^K z+`kn@tYnk&X((xQ?JudZW5U8b7{8w=hD`V$i)+s#GGR6%94Sd6dQI1(^vLW6jV}P> zo5hF>8o=JaV+E8!nHqfT7%lmT=R_UREc5J{S{&Y=pOxh;F4l{@{cG0{=hwo~3$+9j z4jkM;G{5L!g^d%$*^f+DdZ+=gp{DwS)*lWELWO7z9IZBo`}N?-lY^W@xDM9IjwVlh z+VSU#YC~;sXy|MLtV*X&-=4YJEgCX(XcYZmdwKblwWuKHFa;<#cQnKCNBN?F(N_vG zb6+5_%uQH6<%Vm6j*`;a5j`|CdZ5&SnLj`cUbq_Qdny9Ca~4|DGy)HCA-}x2Sx{Qk z`0hx})%dL|gcGJbK#fZq%V%`p) zm8q~00&E&RdbFvj#oW0j%$Na@j)hS<%cG8}!@5s?SIW{{`js&~8&o^dcw+Ri7 z*yed-^9QqAaR;MLS0tyML8t;G0K+d90eUrvAEQ_Qy^KN-faeo%sHrKq@gy!Y@8A=C z{;~at9>YhCio!h896CtpP3_^wr$z;o#EVQ!avqv)pjQvryUg?KQ}p=oPNwT^!X?XHYXb`?})hv?bP#15t@t zs_q}Vqo!1-Gs(;hi+Zv#rJSJ_iFurXN_z8$-$~`>l7{O)d>sd(36$h!UP!oh?H<+H ztD_Sgoe}>J5o>H!4P8{|@;RTAkZ=eLoZ+N+%`0UM`AKdIH3E$W95#+C=u5xDT!T0q zm~=_an>SBRZM-UTT1IYe<5+@d*~NruDMWti@aIowoUv1tp|p&gyNrr}>fxR!#IFGw6l(cFIM~tvG6^veQ9ZR1%Me^C?c}-* z^Vnb=d+>8%5A8F@;({0}=~80$_TW&)CD7yaJU zJ*^#L-#7{W?v;~}|4Kam160$vdn{W$H{3k^()C;AO>O6 z8M*+kf?p7*5!=vFEgXa@rhL8fZQP3cib5MmktUJT+nfJ1|9iBle8Avx#DcQ2vgu;5 zhhum2^1e;Y?~*4R11}IT6O#*~lzM+ZkTS{g#@0dTZ=TVCNE#lkqaOi>^CM{KTp9-l2M;duiS*BNZ+47sHu7UYGJrEk z`232f;4Bz!n`wus1m`SX+@5Ask`9{di`%rQKIwy4sWys^p5c)v4}bH$MbhPn8%I1( zM|8(LjjX(U78>~Ud*jMXgSqG+=T;R-N`^Z}zH1wk_j$^yZts)3b{CEGq18!s(T3`~ z6y5DJ99u34HV*-(s6khha27VDQ zEW2pZN?Q7Jaeb@e&=v0SI;E}V`@4>(ctx3`s3f{_=!MoGO(03TBO=NtW=p4oU_Hm+ zE4yCGsaLvVPC(HT-=(f!^qpK>MCpDxlU8!qn!$DGej1-GuuCZRTjKlj#f#FivO8DW zNQ0iY`kdOvMg7?gp8$P>nz*}~@yQe3FWNBf%vJ4U<;m`|ppK|t>L6_d;l+c>vtM{) z+hD;bQG*kj?$Xx424vA58JRll*x^2KFSYH;*HUUfqJ6b)=N&6Q<8F800XchuN@DCa z7}v<7~CE4VRK?6LvMb2v%AIA&~C_JbR@ef$OURx;=Zt zAw)+@M5igcn0U!=_YyU^y$n!0ze#s&nM-p$Y}BZ1CX^&-1+G2yxQ{qXXcbH*PF&PH zx4==AxAO8S4=R9rjQR$IdcbT z+~tQV?L0jw`-LAzH4E3ljzoTtQ4|}!U8eSCdW$i)v)uhQOMHLX&)|c84U{zO zt20nh&2F|SI~QE&t5PLHiRFgoPE2ZnL{r)SnQb#5n``NqbDW2C_mu40s`~aSa3wHq z`_j{mByNLsvkl{9%JgK5)hsM6edtcp0h8$%0*cGFAQJ!|>Y2%f_AmeUkLzNpexU4q zGX~s+o8j}mGpN~=PL6i(7BDeGycPcxm-zmBvJ|M?|MOS>{tv^KPIB7+d8L1^S93y0 z4gcHUB(Ltl8UOEpb7rlZwBLWd`F}pb`MP%hue?Z6i&WuB7d7XEr7pseX4<4#rm-fr Gp8o?hxd9mf literal 48094 zcmeFa2UJwswk=xfHY*rWk+2mEAi;zv2pB;?a?VDgfD$FMO_&fV1(YBtC^_ehqF_Q| zk%|HpBnQcof1lvF=e7Ipx#!;Ye|!JE|4+5On+VjZwPqNjkKX&3-cgj7TDgpM8HGYw zDShgMGKKO-0);YPbIBrn$EuZ+6@UC;eN0+)30}@iF5Jf7mtH=lWlfWdNr_{;h?L2aeAhI)FpZ8)_b>K?!0!#jHh>EzKMUw6MuhEO|3(&{N`2x zy1T<0RQ9F%uahg@CiEeRZ{_;O+l5~8)ilVKEd0EF-IqRQw}$2(m+K)LJsib2nK}09 zwu#h?1zPvg%SZ7gOX2Pn^KdJ8ZNJFhK7Z~@_rO(W=Du4{wFHkrUS~}I(46~fx6pjP zxv!qE&SRPT>a-_i`P^5pB;6OzeWk)xFn2xo$kqS4+}xP_`?0%O;LRmqKD#t}ClbFl6nSpGhq4#I9TOsNcC{mkB$qSoM-%iTn`Rd6bZ{EtrCkRf(E>W8$~oolBf*Q26lS z!}!la=3y_l$>aL^`lG{|H~*rUmW+g-Exa{4^=ov(wN3pV3;%`G)~Wcg^TiK*Xr{E* zl7JwK87}ck2eoi{cCr4qYgvU%AIItEYM1?>P!uCFSZuIdzJB@mm?t#XY4l@Fjc`+O zZ*5{I>w!xVi#eTlHx=j6B9uZ~e*Ad(*Mh~3HO=d`Z`rct?%lgq#)2xZK64tJo|naW zv@*alFLE`PWQ0ve#hCa=?#2U`p7;xyy*gywYW)7;mW6su6w1v-WXauhkB*M!Rgbx9 zP&Crt@9pJP>at1nQ{wsJp*o}BNTbqcpYyU#o;r0~(u+f{?BY7pTW1fNyZwB) zld%7OlNS#kuF9S0%_d8_WuDin`4q(^2Xz+g3YUr>NQzUlb7^jFrscc2sl{rm<>loK z3=C9oc^!UnrMZZQpPyf0xVWh3$PdI!1c#}?zM}3}4c72Ko zmxP4G*u+G%b=wya*U1d-j<#So^>hoyx{Vum3JMCIJaM9ZqA$O+Qs~3ILJ#IorKJk< z=FMX=6Vc0a)>4a7^^T4#}9bl(7c(8+~Duo|!mp z*_fks>ufD!@b>N7Y+X!CmzHN-Y37z*y?V9XgyEI6Mb)uQp}}s`S_)#rkLS;y-_qP1 zTFl{eI@`X_mpkZ?wPdOIM2w6N?=}Sm1zN0*2JYmuU)NS?y=*%gR>R{bPo6Y8%%`}| zoLxkw_IC1c^gxA#pvw+9|1g({kw~RbNz~q|DNJHoTrEL{Ce%tBIm_zPP;lMfQvW?*1|&y*VOsF2{TTc!R*BEroO!v(UHO)+GEZ-oIGVIouJ391cxnP89 zq;hB3^XoE?cRp`&osdIxxa;XjyC;~p)6LDzbJIS_#Kc4q$DxR#2kd5a32tug;`+tR z95J+L4YSHua@fHi)7#@oC`vmu3il9>1=`i@B|!oSrZ*zZoc^(?$$*h< zUz2IwmSWSPEH?eCxjx@5|D!LzQ%%h_*+<*u_M232dvvWpwmgGaSt;uLE8%RS=Kc0| zV;!Br){>Rcw9b^7$+5we_uif3(@ZFc%hk=ak~B6pjvMC?v3cK78!G9!myhLM;-$JI zU7Bl8y-*=uozluu(?P7>bHg2)7as=on2g3VtY5g_vT6)`St5+;km?( zEcf1h+gN&d@IG#L1?INdQ@AmKJ~G}FzZpMzvgf>HT4Mok zgAY3Y_V(&qXE#b-x)ehmRf^MPe@$`jFk6#D8+*3-l`B`shrfCAraP_~msx=aU%|Tn zeViBrR8!jCyX$z)1s<|4`u3~sOHlHJSa|6b`6N?Blt-04SVBS=lPg2* zN;*2#qwmipUT|V|adGk7VBlPCLB~chCin64>uY(l_dT{Btj32-$TRV4r@S9@SU~xy z@s8^Tg;Ee%R;C!H*3}Jc zU@*2x>!e%I@?0jW63!mC?Q3LM1Y`R~Nk7_NpKcl4lNd8JWP^`5_3rL^67)@K@{iqI z#=775A+8wo<)KM^N@U@l@sXZg(#w`CDf{`YuqSP}qf)A(M3}#|`r(%2DYjkeL1Iqo zegb+GSX@I@DhfP@4rzINdyiwSvyVJIVD4{P74iJe+8w6VF|VKXcR^f_rQ1XRc4gf4#mu~0wj8BCe)=>ry~$Mvk-9?1GWViz^as;aQ>3*d zO+F@}jEs!;G}@IUH(X{=*UWYK%9XYm9$KTqTwKQ=?NCUgSBFY5XJ%#9Gn%q<1*ob? z7o_nwY_H>E4%!sTWMu!6EfmV-P6QSIJ?C$cxY5&;Z-9qL(y46oGjRPtJBXm;{W$yU z_wZm>WlZM}#L`r=8s0zuEJ*9g?#p|`eNs|Vgdx0j>#;j`?$oE6`S~9(kHRc>bkd?t zE5hzfPEN9oOG!$aPX6jAKQ2tu;XM9XIZBmBTKVeLjKWY8Ez2y?E8pL;m+txWm`A1C zHC`_}%~#MMPCzfq_{T>d|GgLQzLENDQ+5PSPAn~XCZ@B`=u6d5N9Dyt&8i#+Yq@8KwJ?==(f)(7 z`hAwwBRYM33|&8+i-v}+k%kn?bm!F@t0?Zrc+KY78qKV-WBJ%}61xe@`xRo~wjDdn zdK)qwr-o~U9EXg%b^J8@?XHEgi0)QH~p(PtM4{0}%K;v5EB59!s4?9x1F+xfV1 zkNmU4CN+ZbQzcuw94~HgKK*3(QE6%EWh+)x^)j;AIlMl{R)#BxnwMtjryCR_JMkbY zb|^?n-g2EDGs?c=INBQ<7RDVUYA+w`GV=79L+d7Uz=2qu^y<1~qrND^eVOzw>b7m$ z-tFI4L80tiLF$E_VUtr+7dPH|z%JUFU_LR@GrE7|_4UQu7?Z_gJqOI|ABQJiyLPRm zxA$33v+dKTPdm#)J?y$`p95bViV^c6DU%w8=o(H>u1_8ZxRHML?3s+bd|Ju&kCFLW z&Vwbw)G+KK(M$9!+h~BiSUkVkXfGp5HIiC%e^V#`P|MiCrAwE}8@)4c$WWrHCL790 zD`R>8Xlo0{^Dr{5aFrJK4-eCjrs75$ofJsMcAL&QVA*(y{%rWbJJFJ|Y`tpNO`A43 z#PLWVi~NX-|I|?#?&IzKZHQw5h0-?nq@6YKg3^vNQ=>ig!k2180Mr{QYqgeVG;y%7 zi`bkhytVRErDkt$Zc)xoEyO`sCg<+#uFW;J}0bE7)S-h;TW&V_UMaggxg>s}fVHVe^+SsIQS9lg9 z+~lkRm;tPLmjn#KykEx@-z`8`Ufu6X3(@vrV^eFQH2eZQ#=k!CHz$G9n-c z!$|<8$#5rapuhjh)zGgumacvL@L`BnvY`p0g=zVVn_r%ZMgREZ*F|EqkeM&mmEY)c z8?RULK~W@-Alj)t-Fva++qdT^bUJ~P9-iIk*qhllG*qcT@2QM8kYJZ^)x|xfVZsHZ zqx5sL$a{fvc`@Bc>6vlQaS_KKJ{m(~ZNbrw!=0o^z+Dn}Tmq01*M~{IyUZ@f z4>;;2T_|~yO&|V5q5P8Fi}2gQF78}QuoGrbZvvMxPBEuf?^KU@@~x-G{KSb98<7YO zoI8IW7|nDRnz^C&TFuI8TH~wN)LiVfSH(~SOAQ%U3du$B{@!+7WjTy zO`$Yg*mM7|z(HW@>B~-|y=o{Lh7mx_P|_^a`=Zx@GQB$9AYLV0zE14eqDdcM{0QU_ ze-YcLMa&$!vlYJa+!ijFo|@PueGz!*t4wbria?v;PPN>@FQN$d80x;fyPiIG)BQ&7HsEv3l>G7mSh#S2&_*t*D2dZcq+Gpe`lo3{*7wV zU7kgm918?Y#J*9%io^z3p2ddWrxXM?pn|b&dA~ZDZ|Lb z#3XB+u11T|Ryhe&-fs1C$LPQ(L9_9pj)i)Q6x)9?UUPn{id6AWJacQ(bo>LoG&|(e zhYbcL(=xG(Qt+9*buX)AWf)JR{KoUbK%69me0ps@eW@u(;?t-k^})W@Cv?1YXr<$&}*>vQ2 zq5WdF8(4OcS3i7Twq)f)%cV`%1a=s#>lb*jxNw=ET|xuCzgex2CeXgd{a84b+d{qhiaYxm z^LpiJw=w7QF$lRw&mMDM*fM_}%R~D~F18F&XM6W-75*gcqkfciBF>hIPyWt6&dy;f zyQs}+4FLn5_Px`4D=I2%hSQ^YTea`ke42lVL?Kj2%d${7QYbT=^H`RBPCQ;*6=@QF zO<(~f5JjfM7D7^;!XJx236@;RZMaLbCoqr+YC`697ncBpj~^IfO7rOV69?Sz^f_0^+k-~5gA z0tn|aH9lNeXAo z6goIMMj?uh*W^#X92y$Z4PqwawodYM!Te=UQLMXw?d+_0dCzgEo#2fR@7|rH?mtsN z>7l19?Af!&uInNyrk!AyKq8XLLB^LavZdvM+|#`$&1&M*Q10Aazss;IAA~XqkzlW| zFf*SycJkXIa;040K_w6Y6`&;TefYGLfe_NV zgsodoOILvAw%njEEnN5%vryZE-(p3Lq3Sk4Z(@71OPW_NYe+2Uyj|C+9~Ur*gi(Ud zV2pPtW1-N(q}P%~j@xFMU;@voE2|`i_&&qW4+8=MFziOSE&<1{+}$Z2PP4nrjRm{x^qX^uJGr>H zYNo^vA0`WxP`cL_t)xOP!G;|wSioF6EGr{J#bq!%z55T#C@9oC-DmWeO5F;??J`@$ z7IV5yHp=hhbQxvXQ^P=RgwwgUZY7*4*zrh^EOzujF?G#Xr#DF}%gD%xYjj4Odv}*t zJ0(Id03Wn~`EW?IMm#T;#@S$Cuk6b`s8~=btDiX&V*aY32PI-E#D1n$d$TnAVhhEe+L}G0=S-$FA_y_vCX! zb~mp+7P2Z}_t|SyDiwl81gPLHpkbT#=B}=20K;AT_U)qw-@m^CIYhl;W`6M69r7(% z4|EEBbq+0m+$*VGX5CrE6HZqkY(`({_O2X^vTgCiY_f5a{6q7|mQ-+po*ZJ@NLJOL zHju)%5&jwxAhD|kG-Qy3o4&-Sk70&=ID| zaseie1ihNcu}=^Z4EK-N*2x1G-miKY9v*Fw@0upXYw1I!zCfsAIdYNQ_~n_zMJ#95 z+&YUKu$`VhWZPYq1cPFhHjZ33mh&>MI9R#sSHxGlMbXpL1G5k6O5m_7<3Y> z=zi^l`@+g>tA3fIeqU8xYe4iR=@~P?y*Q5zL@9;dYIL12fA{WPB(x|(L0i;V7P!wN zx}SQye(a`whV3u?^r_q{*+o=|^z`}ZJ|E0vM#jN0H}QG;fAa#2jq&Wg#Y;Wdx9w!KCF>e2GoBrPaRbc%K8JIoD%w|%WA-Wkc|p}3?f|#qivmG zIF=fb30+Y=PB-$&la23+iU^erYP_>D+zTaiZ>Q#=;ZlnnWc`l*V$Pa|OzTvj-UuIMQul+=?x>XF+?d*ugG z@S9D~i@!tQX}&*PC4Q~%SDDG1nn}6mvB2%5mfNk1qeg2flbZnJP8V)xRyp#BGUofW zZ;zoB>X{(f!{K-0Xui{(<*CJOlk%^{I8jsCJ8Vcoqg{grQJ%8>%G5PWR`zV*p z&9P(0E+9Vt`uRYz^8ojGSV_DYYOAeV%k@_W$V=U)-7}**`6#m}aY&-eu3bK$K%40>87|3rsz?{i~ z%N(_V7B%3}ZN0-`Wo7UBZ||nANQiG9)j1op2_Nt)8Y5?N@xq06nep|R3o|~1-X1eN z^iof@(#Kk3!2DJ%h=X-&*Kz^IL@05As!}F05JF6f!=RzqM0c|PKBEVqy?q6X_g%lX zWX%#ma@!$4w-j9Ka9G!`xVm)fLcLomHMU{~MGgR4`%yeCT)emoOI#V7pM5+A&%2uv+ZIlf67o1cVe-lL{bC|@^tZ_kK*Iw zb8>Q2a~*BTChO?v$c+1j9L2i#!fj9=Tp+PXeQ23G?7Mg0zCmYk_%sv&?TAp1pW#-B zysw?-oEaA2H2~d&9qUr+0h>3?G(#8Z|sT9I{FrNO)sV({@w70(!hChqfHQ zb&!1rKffH%HSkqRp_p#cg**7vmbSJXLFIb^OtPg3EBEL6Dmik|OO#{nghse@=~7x-rUgSJ)ts(QRuZ9UpC4ODg5CxJ-OGfSiwCVlD512{ zUw?O5lyv+8Hm%-QdN_13$JHaChoZESUmY(YQ@Lz|;hA|0FJaMVU1`2WbRZzE*4ojL z;dsdhY>`XXZr{0kw;}=>H9bAOI!-SddBhY;V;p46kJeV-<|o)(jzi^AsVHwytwaOe z%1BF>qgsnYByR1{P3q(^$jf==I&OlZy|c!^jfMr8LdevfdNoi$tgsrqQV151W<7j0 z!F+}kB5s^}&fU<})g_WA>ckGz{v_1vJ9cb?V#QBC@*UA$`Pi{*kmbVddg@6@25Q#Z zW}mJZh-VlQ&USIGSwrm_{M6fD2sKcPB%JEl07!a6?=~111CxW|g)VR|uKJX$oSYg$ zJir|XmWTqWL4Yk&oX4!hMrzNK9W*}LCn((sb`P3$D&joRp9BO1?9L-2k((o|^@UWp z0>ayo)xh4WrCrjp?Wj13iW^X~0(DEu*}_FG!!!-1^8`GtWZkcrcn>cZ26+JZB?AGeFm9t!lFYT2X@c|;We`_<{EFR3~*w{q9K{`qoErv*eoGK{-UjWfOx6AprlX+P# zm_yieM!z^&8M}AP=L>P)wtc${mBVGI{BV!oOp70oILWOKQtf)QZ{E69pStPRb7*$_x*3X~?GZ?Z*+%G@)@0US!dp<6 zIx#+8KR>4XfkQg*@Z-S17^pHbSq{uFsk{InHyLR8;MkK|(|eE*+5{P{~-+XrU`_k-05T$=g6NVy|ILYAP=&Xu-#3HDFX+zY- zn=&N4FIvfZLAV;^e~7rtxG^XvyQ50JsQ<~9c0?^=KCekuFgFYU(Cqu$J9hKbot<+q zlO$jhU*0n$+`rDX&EYl>Z9-};Km)&zsAXGK;l+92z7feJ43EC)(f*kDGIFa1hnJ(ur64#XKbdIM-Dx-_~Q7eTVgR-xEdrGBKU*rsvjn@ zyyHlBhs~_lvbA^xU&zDp-t0c4|4U|~3|>CI)1aY<$p}H-c=S|tEdGojHY@-w`Rms( zoNbY>0N*-$(wo%r2((l)4N}kJNgu|?TRtoDw)j%(f7l_31V|v%x`kV)L-2MSWR%v$ z#7vab*)ChTl89Y4Fpo@4PxLYURT4`!DG)VratsU(TGw)H+7yX0g)lT}Y4CwWVNkV` z4Ly}rRLm#%^>Z|#?xJc)8qT%)ahLk&5o#l2;p`5Qe(RHsypB78mIr(1ZQcWkeqdz8 z&R9?JTQHu?g9nWOlfjZf? ztD00Rs`;)iCr_S?gq}lw4R>nz`H6SW{6>e^LlP}EQ$(N#nr+#5hS8yK7^Grq8l~sd zl;<*B>Nc$cfs=%@KRa6Q^FfUoZZ9va7TmV&B-N(%^Csja0lG+FY`<-IR|ntaN8B1U z0W*VCZ|}2a#D=hU?_Px2N9R{UJ)-94=l>J0M6C+y_1bhH))sP2woN4=ND9 zO284qS4ohl2C0Hz34k^QhOH+%AncoAD(zu@)=cfjYJo z?hef3K|yp~^1s2wrB@PJV;k-6W4TL+s_0qLzbVM<@Tlq~;cEZ`~%zz>BZ!0=)( zDID&=Tv7(bqha!7!G#aw`Hd%~zc zhUlKgpB1zjakD<@;=SV&DDBBDY4NepwNF))oMgC7^a!JbC^;J(Gn|ohEr1V8)kd@B zaC#Dpw*+{O${xJM&&FD5Lg#oKMy2gnZIF%iUqd?A;~`__j(0|C_yTG)wpy$ue< z+I{aZ)7zv=#YO`wpI#>+1crq36Jpt=uQAj6!RUHS>FMd2*YuB^Y)H3k>b3E9B%^n8 z0hGn2Y8a!T{$!VQL6iMa;GR`SmDFt~F^2m>(gVc12_?Y2?`i zLY+G}I1t*Y2CF6lCWlU%hCyy~qJhJY^`v6QvQ&izJOsZf4!v?EB<;QJ-Nj?}b_nOOsCfl$T- z0um1&iaRyrJa$+=h^YswHU{K;>lmvBOryvu+F3S{(AU?ovGLt|_W}rkz$esxDxhLX zkwy?FD0&f>@f2||Y6Ob__LbUo1C;GNd{`Gy`w=*o>R6p{BK`v9mSY=Pt2O;ozeQ#G zF04o;;0u3omn;&*;3};%3}EnL<%!yLmvz@A50@QhjzqlWMW*-?ED;a0=`NV}h>U`t zTDvI??u5T#?e^1Uw^wsP{&|J?0EYAgF$+S0O2q?^p+U~_;U<_ALt2KMJyggnL2e$~ zwbCfq6T}+i>qEAs0VVDSiU7nUoQ&hZhaJ{a%&yRl2$>G;5U`!_bEy82 zmzYi97fai8UQ6GpM+h8@DN0+iO;NMb(k%@DzvbbhAO*=SX3jXmC!%bI*Qy*|(xLWH zFOii3d@QmLx`cq5TqgUASpkT}$J@D}l`2uI;B!WyE1Q+sS^$?oA5fe*?E1X|M#}fbbbphgvNAY4yA+u^e;ve=GwT~mtg{mr5sC#6I0>#+=a%SA? z?k&c8qrqcX5_m`jN&p0-MYi(CS;lkkTen_of!Hs=GSzH5bC*@4f0cWkt0lB8$Np+2i_=ZxezB_)|ex0{(<|Vgdv*4a2TzE!yR&S|WYX%%M1jEE5bHZ_`}=8kCa2!q_|^NQ z=C%3aROh!=(@di~idOJF@kL31tNZo5pc{Vu{{7h1*>;=)7xd+*aIwvG z9L~;@_2nx^PH5@tiw_A2VQYGEz^dicN=|WItabQ;lM&%!AOsnM^^$sc|O`+*o&vK>@JhX;-D8d%5?ka!$XVf!Gf3bxH^-;{@I zYpw}UW|F}+Kv#)^2R-coJm+GApZBrC5#&1dV*~hwi`jk1coC3J>*|UA4NwOE+DSsE zBXo01V{d;{6NBN5P$a}}UNa5CHwp|ri4wTiK}UZkRBhI!=P5^Azm;<1=?k2fB%Hng zUOY-O@df6tryly+E@@;qjkI~yUxGwYoAP^%py2Gx9c`=xZ3A8?^>9ryNM_&)Bc0OR zKQ#4E=5kBpnX|g~P`Tc+5 zOpUIw`OrswQ&@;4tVX;}Ff2Zs`Zeq|&NICuJ54syZ&?KEq!PyEEie^mBc>kII?3kw zoD;444XdZ^_qB%9EQ*v2Vs#J~An&HsMY3qg(YE#k?-t4E3GwyP)IYNRn^%F(61gyF z67rm%M3FzZBeBj$FE#}h9mb-_d$4r&tq(Q+(A=&Jt17XDLzzr5o9T0#feD_Oxzw%+ zBomPd_pT^B+XV5Plv?&`r2vp@jqiN|WXy?QA8 znWGG0lHetD9q-tI$W7Xk_O2k1%C2|}b>=X<1E;7kS41GP6FCCPtr}F1N8E%~!#=7; ziXqvOD6W`xbvR|G2ZLwO+%UP?Z#LRdCf}_-^Yk;aDm1N~M2QEzr-Zv7g8!TpuW90F z&De4n`~qQtNwy)G0 zPqKdV=4i0Eq_Mzpyd%7?W{zv7Bpi3YxR>w(AhrOC9-9Y~(I|QU@jL8TF!CAz7r8zt zZU;w$Hiv*{M>J`WH2kg5qb+JK`WclP7qjZBwF#+5n96L-4``xCUN$MviIoJ!*CeS(2 zd1uG7GVG^#)NVv%1W8Pq&Is_rbzfK8BUlrnA9-q)$|0SVgnTA$YJ`+DSJEf~*9H-) zk;5aPn;_fy8J76JME?OgCy%q-`;n(VYx_VuH{aT^5xONI0EkiQ_^lP*+{3*L9a7(c zaEwCnbs@WtDDq&PfrTSrs-=b@Gm}_NBm=_1c8LOmkg$gw493fso0tGH+on04Mmf~g zf<|X%QV-o=JA8A;8q}DrBt#77fOmiTc4!G;+IQ!c%j9U@&r58_l(oD@q_Eg5-Km%q?f6saOWw zdRpTeH4R`k)i*OQUtS4r(8tGTn>3sN58<&VcFt@O4Gj$pYi-Zd;ee(|$m17MuZ?H7>|a2VujTHs6^m2Ax8^&`3H<&sW3WS zuwMZf_VVRR!h>n#kNXf|=IeE4(jQ@GZ#uU>8%}rsb#W^s7MMYz59p^pjz`y6btYOZ zhW&MhQ`73ryp&W`!_ej2jx09bCNUEUN7mm=AVjT)@{>8wXx2YPxqKcr%D=49_dItl z!0ERPh92&KRs?6!B`;w+3tCORDGW%LnuvG_g`(PRdXSSo@OIX}pq*NAZQ=4E4~fa6 z$W;chV*D;wBDK>^%!OGF@hW?VZZ!*n)X=xPJ3oH>h~_*K`}+d}R%*~lMb&9LSgVIN&O(tRQ04b} zgVl;kN>WDeOoAu$ZPL&OlA^OAGnu;s0Eo1b=(!WISP%W!=vYYe1m^3AO>eBgQ=lh? zR~i~&Dybs~Fi-f|$?pq#9ay=?KCSe+dmGGEEz4)D?>C*CMK z0Svi*{rZ=vgds7KSOjQNO&W$CK0Fg00PO~fmhC``^w`*#bk>?PU=WQVd=R$}kTwY^ z5RDctXQ^d3`u64~sdk8G7w_-FiX}S3RxU0fIC^v#q){8nmmX=~IPWF49d1xkpKIs4 z=H6Pd=|w_9g3jRexz#9Pf_Z!dQwed?qteD_lU}Q|OLZ?Ws`aKo9r%xNc*l+%@Y1Rg zCIX%jHC^2pfK8}qyt{Xo#U0qcUlqL-{_tm_0EgKuG(V++fl77g@%;XUl*GKG5tp@d3%kWlvNmTMotCz5oI53*g zC?^GYT@$+;4KL`uv}K6QzTG|Grr5uZpqLxU|IKlr|Gm)784NU#L3KX=@zbYAfXpbu za3n$)YH5)yp}7e){EO1H$Qi3e8#V~!2e?_zf@8`q4hjq;1vz+-PKbWFy?GNBi*3n? zD%fHZTm`1?Ad%W}zypnV(}+HR(iq}W1;f6H{1t{)boX_kpSYax*+ilvo>tNxxIzEw zQIL|>Lp-xrqcqqpNnrgGoFL(UKvN1`{(1zpcD0s)zJ44rtPv3bUK>?)b-Q~abJ@XI z9Pfb%Zo$f|dmrKLL&BngWg3Pw-|+U!+;#m0#cw9eV@>|!XWm4w*&F$}@4AX)EQr2? zMC+lW(9*K=L|(h2!eidGyg+XUS0)1o4n^;Oo~jv-*4Ys@W@j z9g%XUEeSYat_<5<&jbVyB3YC23gfG)r4@-HLp0&|?C-kMIc1k@-Xbch^VeU0rS-ut z5`zOT6hH`2!ys_0g0Qt$b(*`ulKJ*$gsy>;k&%_%rdK!7N!((1Hghj~n6U{L5?Vi( z{*75M2+!elBn|_&hglzj(;X$?naPB{m&-dHLKn z(h@|@q(J_*I5*4RQYa-GFj{BOj^&TrCBTPtQ2-c{-XEfz65t85q=bY)lk=b_kwHB_*+%^<^|Ot=zQt1g5a! zII|e{jvW?ua|4^P`VY;OE#2KQusE22+=Vq_b`^v6?U?QRhWWIs(W#Fn=r$&sYFz&2 z^&EFcX_zK60^OOI@L&;XZdachS%3cO)VVD1k7|ZT;3a9uF6e;X1!RMa1oL^SzBM8+ zv25TWKYjWnyI|1@MM+6X&r~86ke+-b=doYEjM2V=+!&QO0{*w+SAR1t@w}A7)vG&+ zS@H1T=as=+b2D;0;ZF94(@-ABLlf6NdbZ)=G_FlJ3$vwEP{2E#Sam`Z;9Ln+SjvBA zLvp$X@i)4nw5OZG9!&NqjuOx#oF1{d7?*E_b5|EtMygXIh(PiNdxovwtk8nNf@BF1 zt6Oe@c+&9Fy+`?Uf@mcxHy=QU#!1pa%WVR3Zy6I4Y)UcU`_;M{u&3ae-334V`J(&Y z+)xa6;ekMn)}SshPX#3Ofu{&k5)VojX`-|eWdN(t1PUTG?#4OD%BncEg;XFQP#7^P zbL%2vJ=RwT?#Z#mTZ%+P1guVshBr3>A&JEt(Y8ws+CuxYc}d9adZ zLk)p}Y}x&05R^XjZiGwO&*mb}IWpQfHidNDlO+Z)*XgAF`|5}Wo)4rh-HipQ&bG7M(k?5l#QpusH-ILq-1J$L=7mDH0Zu z0J>}~<}NRMmlC}iemJy(n7JGl6pTN*IXF8zJ31vLrT(h4^qrpmqA#)I+B&hIE+hZzD(+#GZ`cG=T)a>z{S;4GlXZ7oM1+eLca?>88kl1FUW@ib)J27$x_sHYt|@t zHNX%~BKobfssUX%^9bb|@fjz;AD3d;B%Ym>l(ZM+dp&!oY3L}Y;PsegAEU0#v0d%~ zcQC51Q(Xq6L!b(#64JLMT>6jUI#O-OKCP$5bygWg8}^q;X>$wg_!KHTKO5fP_w6hK-cP{>D=w(#KDy{?6x z#Vw6WIc_v_E~GZ>^j&qJ0tW$+!x%^zO%@}~RPD$ScR~ap9Uo}V{9jcO=s~g^h7F*L zU?Ze$ArK5i+a=l?0`u@EgXyHz5{G8jto!(u0@L}RZ&<|~Z5|!g0Cx)2njDD$>=X@k zfJlUh@@COEGz`{myTQP~Kyus)k@qmkYFDl#_EavwtH<;>rXHPF2n9rphn2#Ibng4< zJ4R|tkn?azV*t))QiFmWMl?wx{@@nPse^N=IfG+<%yvZ}uI}zj_;d~Wbr~uwPg;F# zD4tc|I70<$7At+~R6;gav<&t(Ig|sglYy*a)J0yPqdIAo!84OaQ|On9)8LCq@HO-&=At-d^`w50^jh>aAU7WfwdcPLi%q57j!>i5+9ka7bBPK!6Q|$;eLe)Qc zZp?jx=W)bIqyQR3m-QPq6o=!?GV*HR#*-wV1S4*I94KIKvuo}RB`g6M!pG1E(bCh? z(|%y?oBl$$&nHNHL~g}w9?Duj`vZ5wd)sb!Dypk*hr9+J53xlCHc%ngW#7=1z+N`n zJp^!d1UG>qF==XMW-NFnGWEglQ~$me0rk8=QQFf^dTsIY7sDr^1>fH0_ql*2903_~ zP^X{@aCjcl4KK_Eup=nP#l@xdtt^aC*AcQv)YLTnjf|H75tYHc0oj*0N=9o`)aI_` zz8Ql-A*wMc#$9ms1_|wr&VzDN>2umdS$E=M^#x)-3l_-8$=TX$p1UWBP5&c- zcobm7;ql_Sy1Me7-(y_;Yu%g81f*hUs-vsVB{sDD&H(;Eqnm%Cw?iN975jhtprw3U z=5FLaKKiixFWM1wfR@j#SjuGB<;A~;?Z0x4;*%2}6W6_Dlf5$gajyzzm%_oatm9oN zy+1{yD;m3VsbRu<8xzFD1+E4bO`Quo?ue1!y?nMwelhFlz36$g<6Rt7?p)DcJ*hO@ z=^2s#{D%L@xc#2uf6@{C|B;go|3k3Il8|;w$cMz%f`gw>vvxX9!+`Pe!v}I!-=&`pf6FTK`5rxmC6n~1 zlC!HIts_uW6B97(Dk5zNEd(heZB>$UYd}$hYa(SZv99TvhF>e`1Z-%P z;G);9U$53RxPgU*7hYf>Fa&iutGKxxG5qa&`=ZMj|~&NOU3+b=yJgJInbLqOz# z`v?3Lub`kGH;JT#jzTjb`6;Mm0xi+%5;M|38rR54Q?Qx8udB=Ck)I21A&nUeKAj*I z$#v^4Y~Yh7<#X6B*%=t0bi4k}BopEuPzDCOE@aWDhzP}a{oL+OT|GUVo1)zOOp6%i z$iaLN8%$w!5O##<+OQ5VAJrOmquka4t|L@pja+PBVFN?|bJ(&DX5n!!2M~f1;1z|F z>gIS>GH5~86Qg|wZ4LOiT|0IZTTE)h+O4du?a!zsG(12>2dpT=;?N!}d>R^b#Wu_Y z4#*C&Gd`{qwJqievJ$;0oOY#@Ci)`#v7M4%l0bS^?Dop)*w|*%~{b*G*^$c#fRj}$r;+{PdEqEuZJ_+h=Qfo@c_xi;PN zt|oa6*BL*`iweto8dh04M2AN;on)}-3S`7g7LJv)G99A0 zA7ZO>Jt1Y!mb!Tt-%cAv;S4n*od1opj&2-+??>42H)$Q0H)a6iM&8V{6TfCc$ULJf zwBO*gp-h)TVSN+o>7ku&<}!7x!RlSq6!T>a_U+yUS{n!j0BYxWpp};gpU1L zuy-}81XjPL>iiRf!^7r74N)(zt2Il+#YU0CScYJH=!C(RG^?m8D*h=A^Yr7h8$szm zMt`gp)7)OL5D~vwcH;jYoPFR8#^S|`t?!D9yI=}Rn@Wb+jFd=VMQEI`Qc4EzoBgzc z;Zu^+KQiWiXgEd74F%S*i1GW><9kp{GCA`-D%+vcQt^qD#&NDER13|-J*HQzg9SSpr zDFnwFF?k&2`qFRD+@U9%O%iqJ+quPY=&6XOLyrGo0+4`ocZ(=oTt~ z3GUnX^ls2t5GAy@#`rsZZ7PrBqXyjuwgy7NxYOBXm&`4^f1M`%cS}df>@dfn+EfE) z5K1>rK~W-)Jo4Ej^HBDojDS~QtCr(fjMwGnWSk|W(Z;|Yb4zX0p-lsp&4QN9mQv~0 z4F!aSHA>$}gilsDOQl;KmuFm&32%_E%NzBHACK?0oXC?k*7@dcs;&S@{Jn zp1C;t6C!gc-DEdO0*)eCo&n#jUSIsd`NfjOzL?B!Iv3pbi@YWB*C_g^`9_Y;bj3DJ zeYa<2IrzEU{M(M-fgM%JPp)^ocC!^ifdbs=7XGply2`Id7e25ERr<*LiCfz5oAG)F8OqiE$)6gD*t>sZ!B z?G9B0G55e?wo-L>Wn)TRv5t7;QVtxC8?33A-Ejg)*y#8b0 z{~zLL-w%j1rZ7Pb3=jK&DMEMUV}F0`_)OTH?%uhhgy@D_Ar?cNHxXJ?59<0fK&B7c z22fR#16M%V)zL`zGl;ZhOP4C4@NdDn3g}=_1cmAlTDo@joM=l&q~N?HRMBP#`h;2~WFF~~0B2@8VEvl}y#s})Kn?N%4YUqnaEa@Rx*s($ z%*4A697y}Jicqg;C;;lLhLdvk#2lpU3JAEQyH2MEJ*Gq@hyDzONtQ~iogf4L#!Joi zE;vq)wV@;NY{0~Co?@Ra_09`&W$e~m{y73*ZE*M$KvZL)bPZTUAZK;D#X*X*=Xz~uVg zX=!PBUtAnsf0b4X=8jcN_}?&P)Zj)c@x7Viq?mCWd8=deyPQ`!%gncyM?k=P}|% zfe*3V{r^+s_dmK7+;ZB~d;n9#eto?To}q%QQZq(sZ?H|iE62!SSM_X$P&9yZAl~l$ z+dD2hQubJ!=igVx2FP?9)(lVCUs1kOsJ;#WNmjg$>gTMfwz&^Nk+fryjze6L93nw$ zzVv&17CD`Hddk?CXfWhxlk9#NK~7Pj@0kW|UbE%}%*vm3-#4`u!vTpnzFiuE05K>- z|1i?fP*;ET`SWMf;sotjV&+44!gDuplUXy<6PCYb+scsn{=fv>M^`y8i+19_uWB_Zu| z%a+H-t(J#RS4qkH#ful+j*i`l#VJ>sB~dM&Mhi?9&u_1=;s)PU{-@AYfZrmg`=CxB z)*|$3kmd}yk1yF;w|-Uv%ZGDddEgX~)|ejyj7jWEAp3}x0j_d;;cjwbQFb#QI#%Hh zRYwEwewT3@VhhEJSI1#xa2A}4c7oDIT8yV)f1!fthK2h4=wS#Ykv00iu@U(Ei+ka? zCw-Enw-tDp7_4y=+`pAw57;(9@g zp@OZ?bxKEbPY*}3Cf|7c%($SA``^46SS9~ec&Bb8XFi*-D3lDJ+6Di=qA~vUu(QG8 zzmcc^8x$Qb{f|V~xsdcvog90gR#YexNsIjR6F+|{o;Yy>_PH*h^pKDva7vRS+t43N zlo1@XQKdNnUY-1d6X>FNjLs`!c0)ukwS{C2*A1#qA8c200uTD_gge>hKsf6)%BKtD zNM6t-q|1S{eFX*ukyFj!-i!X?fYU^XK>~jNA^h70yKp6N9pr=ua)_x$01iw4Yr*2E zu&@(ElZ6IH4oE=tspiy(6l976MoIODv$Kdri5R&z5V`C%nppql%@Q)m{r`G6K=Fd!7f>S9`_X`S&CI1*gwZZhj zhTQ4#E^^W-lyxzN+sqUi?tEj^yX3|WJt;3|mttqkzfAv@HP2#24b$cG8FucsnzLT_ z+<=h$Pn23>_B4;dxZi#7Kpnk@z$)9M;pkUIdAj}dlRu%+>hyrSY5}lAOKg1+@kuHv zJ%=-+s#nu(yfWAZLI}`^@Oa?dWW{;lQ~zfQtJ9xOD(z;pPiHxgA;BeaOM~=R26F&w z{zZ*8ob?PXE?X=a?)-!6SqNy0Mc0yh^zpO<@z$bz`{RA?!I#ORK{k2yhXpW{f*Z5D1 z1-t0JO(I!Al4b%mo^Mmn8LXAJB!RC;aM=o~SO!D*sAbE@>Qct%~ZOjj_mLK0XDGwa6=4`m`ho1A`{X z(pc?j4Wa2~*f_tTQy(bwKt?b*aS4Ytqb0!h)|@V||0c%31t+{=1K8N?%8&-|=7x<9 zyx;6Gh)EY^>AwINxux;X;G}+8iGNZBr%~`0?nZZicdMhLBh0v`sHFcA_>`Pt1@w?g z1G>QJ>?*`9?tmcDJH(jFYZLEe|EJJI z%ig8Cb`LC-wI#W*H{|*H{7nYas1492{}z<3gI}L6u4lPJs0b982tt z8-M69&~QkOFhgq)j+RrX@S*I&KX0J&>U24}H3`-yhpFve0gkYs_aMkHRkZw)u3mD6 z7fhKnoSN`|RdwERIlt}yzeTQChM^$c~Iil#C)ODup7eNJ~O03L&CJ z8BrlJK13)oA`PT|&(r<==l9QjKYWnudcV)}7_V_0!eqt>oAOV>%8D=3Qn*~Xa~M?z ziTT8UYmc&9>IYpLdHsJUe@(aDi&cXXqH<=UrWLgcrAz{(A)b3HAsPd^UY(2ydl#b3 zdT8i!X~XeCAdRl^=Yx^o7}Dj)baEiIa6wppF%@QOlr$N>t=k0F%^)$Mk7V1=%GoPa zgId1t^{w`0p8BB!2NIydc@8U4un+&X({Gi&fdNgHflxWzv;KF>T)x7T9N--Y{WL)| z0ct53Ve5kj55m^`OWS_)g3v@BaD8?@ks&TU1p~I<`hPyZraN??lWwy|;nN2@reg?a zB%&pRpB=v{SXemI7EsLs$DA|e+6weQ`^K;;CXgsvUW24iZfdu&3 z?H=xNuC2e_GUg_?eehI&;J_z>p&$qJ7_rV8VVH=Iq&~lSWdkeR*-W%eXA^Yl_sy`p zK)a7gNVoPp$- zMc5UZcE;`0M`SnKh!qw1sm=-M86EGT-u%68NgwB4Yxr}f<|;A+hVj62Ux@lQA{yn{ zRSv3{9S9pPgn~r$RnN}9PaUa}ePPj=r=ibZb??c;5=;?kM(`egtZ3~*g!GqLa`U-^mpmk8WgEB7TrgaO zC1n4z(IzGlY1UDki{Qy@L?DR&-mWQCmT}BcJhQpi^m$i(zeLpwd@9!GM~E0xSpWIi zqm7L=Wxm$tn1h9x)BMk~V$mgt$w}M^(LMGVFNUuoj=f~ZN6t(D4-qT^6{|!&&?;=!MC1%UOmTmjKdl5YY+X`&N%@pnp;UNRv-H*PMBl9b< z&E@OAU(RG82(vG4Eh$Afoq-?-JvFXES494oayIcGgkSof9YDMpRA%)IM)`F1+SmOK zbsOX&na;(kv($#2_s%>`Jd?g_mpt=>#xb)qg33v3Kf0Fi3EgR#7!MEWwh9a4r7HJz z>!!0RgIMeKr)N{rm4?Q%u8Ta+z&pH7VhXV~-fhY=QG$tOQsCf1S4RLCF=E6=43JO6 zLnoQKLMHuaY$Tf{F<&wfEXJ&9lE(sBKRpncP^{U`C;|(Z6}oy4<1}g;8cdj3=7!eb zxff7}TLyZi0*HV;D1FqyBaFu^BK;4hx5_UotDhAu?LLn(#DsxRYst8;jP@8jeVc)7 z37w0*Th__vh}zV|AOZV1b5^PbE&c;B;*d{_QbnsJrudJ-KT$vxrhsN90li%TaaoZ` z^P&$9qEQY9D1TSge%O;4Q%5h$V*I-;Kls3?Mc&?-|21-g3K)(QN<*&3Fx@jAY@SjF zaT>aP#}2W|31#53Sz#7Pc3p*i%+(2;hKXH5l@>oPd`9ZPJrRG#cUFel)mZD z9}O~X0kX2iH1oGWJ5Hr;M1K;*d-5Qay>O&ye)InQvYUm4Pya;v%|X_qhLR)h%joH4 zTh6%7Nqw@p_1c2@^H*ad;OnY#>iORSv4@BOLUglgwgjP2P=pdyWUX(wk1{ecs$%_< zLcS69c}3!?Gt}&4k5yN01%LI|O8R{>t!AtGEg?(9d;0hNAm4v3dh{4CM#s~Ny`9ZL%$w~)NBZ8})6k`98BVRN;{mSr!Bm%scCw$TC z`x23Npf`SFT3OF@%LO<~Pion42pcM#8uP-@WEZQk(i&kFx(fEL)at{>tGmA4o_-1?MU> z%R-6#C7nSf{R|8yGC4Or#^=X)=KD+)b5iR0d1t_R5nw*%Mf4so*3nUxBq2x|FD6X( zUI_q(<5N&Y|9MD9E-0(H!yg2EJ&7G<{OofBDvxg6o_uLRX2W-Vbl6-{K(>fyW@J1Ul$GCEW+zscsWJomiz8WZ zIR8Q^15Q?LRnQvq(gmre{oJ{$xI4Y|^w5$0{I?d3Y$4We;H6JYN0&IS*soVn^vI{x zbdp~>?mfD2294Q@WAs|jz0i<-XK;C0ZEdX)1N&Bv`f({|ai#K8#f2ybQX9v*`!PL`~%d2(MBW;FcJp$(lM^h|rY zuhD_&E+(YdP$ZsexMhq`$1e4u@+e?rbtq%2G{Cw{IFBn#M~qMt9BFt|lxvjm=ZPI? z=P)Jy=gI1w=Y;w5TeLEP$SS#J!=9x4YAql6Ev?_#Z>`xYBCcM$m^ks9&DdRS4VHYi zbsoONVUN1;B^Sfq1>F)#%eTlEI6k~tZZoXCy}h$d>1ny`asA>R{<&25$Jy6&nUqT1 zhCE5A3v^d6@1qOd=bW&0FdR9@m(#L1ih>;`3 zfD&74hjR*?IkB^E!@Hrn$FUU0Fm6$7K4cuyWH8R&VU?$e*F|k6#!pi&^ynRK2Lw9( z)E6SHN}r^vK9oZ~BfXoAgz z#OW*2&t0!YMe-0t;3LbNhT-I6BDmW1hUc#9t4nmEm0WCW+G3)ZZf7S)pebd5=w!FsF2>ERI(-5C;f^h|Pc|2};JKY#hMk_c=l zvtv{I`{KU3G_^xegV?WMzyA8)?#fMr@{4y8212nN9_f@*9E&^}w@EKGb@ly$fo+c* zJv!amT4urZ&4)5PzP=ps)-+5E?&{pp7&Mb#aJSeu!w_km5Nk`4)Fg|y-?HH{_^r&O zx)Uc)J|qhD)6o%<{_)gj_&9$Kzpg0dUsXqN-WMOQgDL8hW^qx`37pyol9Kw5Pn=HX zJ_VEVshE7r>*S=fZVTd-<`q142rs4QnHWfF%P;(FD&(9 zdMQK516krQ*4mm*M7$DeMy*uG^zAtG$4yTBFCRSFLH~HcBq1Roq|y{c&$34Chi8Sl zM+7xW;$FJPiN4b*o%$IX?%^$nWuQ9k+O;#umXT>utTh9&(5I*nJ3oV~lYCB=x(G4# z(iJPl(WfqTcDBMLaU7KRya`$A_MJN+sDrA(&R6%CbH!c9LvtJ_a9Q1BeuGHrXlFL4 z7^&iZyWV0Lb*J!IYYYYqNW_fth`%Cc<0BuoT$g!F2#gHi1_T5J=?)#*8FCC$j!*8(3E6+Xj->W= z!o*Si>_T5u6Ku~3A&KTce%ytsH()~I_SDn?+?w^j^LGwHyVR>spSHXRmxm|XV-KlC ziPLN3$f)ST*n54OFEZjTIoaSW3e-*6mQw!N2O%AJE7D#YO>N!0HvKpne^D{Fcm?x> zt7~d5Oq)mex_ftmf~Ki5He|AdhC6LZietJoZR;)SjXRd7`JVD&m13+^^~aCte?aNg zX3d&q>Q$@F*>PIAvOVqBsBO)vd?vHM8R_X#g&uY^vm?H~e;mNcr(uPc#k52SEvl*5=JTbnBmgGC`*6g=k+cy_hbRIJ!bbFg(vq8OjwV63{ z=I2%^C*Cu8qEE79K)7ASr%$_xRTa#dbjlikDXxBlC&+2YqI_}ypWTZ-)^m& zOMP2WRkahzo5`TR&CQO-S5~ad)nd3sQ&Uq~MjHw5b}*t3+Uho71lAijnh+uuuUOGH zKuNy2vbO*1nBm=i?X%!WRV=p_Q zI?3nj#82y2D+c`AtQ}wR&BDm3eY1gma#?W~+f`M)B!0+T7+xq#SMR=QQz6Q@9b&%O zxRS=YI;$m1bTLzZhqPP5&jNcjFJZq*(XkPo=_8~h{Gna-U%EA%kyLZZ#5IFm?t8QghmQVJs= zJ0NQ@4!m$-C`a&D#Px9;@7<(+XCCOjJ4-Rlv=#fFzj+r=zvR86%c3_IfS>JmW%BI} z2MqA|_GZPKlMZQHxk$JKJu7R(8a4&8~FH;z)= zbW4Mw->J%H_wIGrxN)Q53Z+61m;bIBi#y3|63Q0EAx9J_yJV4`u>y@r>m4@wYG`N- zTl-3rfh0D(Qc2G1*IK`S|F)y({J0|~rsvQ4dX#2LNe*|zHhp^B9=Z5U(uD^r68Kxk zMo0PO#Ey-hRzdU{$K!j$y&(y-$?2eBW1|}$=4oN2tg>g%o{H+~V7iCH8ei#?n?5C< zD`7?)2$w7s#4Qf)9(+hkmoHy}_)OwQ^(ZYNkxBg29`x?io&*`fi%#?8Q&VyUl7}}A zl;}l$uUll;jc^@*=8Qafb}UDa;#V8YzsI-+2SAqG<7_bj{PVJz!9BC)|>k z%i7bgi~QBpOXz<|0 zJ$DsvAFfN4q&sq?24srFk9H-eyj&Gwt|aH+SFUppS_0FJpH(Gpx+`@pK^LaP2Fp>4 z6gkV6Y#T%uk;Xh=iC?^esv6(-e{%uibwD`jjwM|2^&ALE8YY{jU%wV3xl=WAl2Bx~ zC!hm)Co&d4>=E?lr;4o2kIc3z)mmhD@@vQuf@JhJ3q1i$>a zB>SEdmoHyVrJc($I%45VmyJCwfd-ZFp?k-Ls<$Q65j@$q6&+3Q9!AR|nR;j?u06+j z^Dd0&eQ3g)nws6X=q|{73knLFrhmwE(^pN>uCk`4aP%84x}k{;Epqf06C!R9Q@7%- zTu}vX#$8EP12L9d+4k3rWVs8cU(r$H4%3sm5II#@JqZ)DVbrGg>oUWJ>&Eq{nx5oP zSohzH7a9_$Wy{)H7@VSZr7n2O5kGzUv{MzoBx6({YANyqTvjA%b221O&hzvSy+vff zeSZ@ET|rS%rAH6(n^Z6HI3;`wlRGsjd7$kDmTKcSt5rlq$(K!8W6qs<9<>wa(CvHo ztjIcJnrp30M~__-tX)EimKaf<#_4Gsq+utMWxO8+Fbr7`Ek8g~ zPf0~(WgCg()%E@H$SGPFcs({bzWX zqARJZFrKL1J;@#9@#nYKu^Gt@`r$D#9Ybw*&?8Dp)Z?Wp0Q+o+Bq9VI z8|B@JBDsL%FGt}mu>kT-qZ@pAZIco=VjP)8xm!0`4UH)CzuVd_?7`J1!3Lq&asqDI zcklhAa@n{GCtZfAf0%4(U18dh#9HVl)h3PB0}pT|?Nsg0pVli^_Mefaah!lipdah) zJ>uQE5efY-^pyCe zrw^uf6{aA=xfkU)nzi4*=hCmF4L$p&6G`PKsfd}ov@vJOOx;b}G&mHtmm;v`4JQzTk zDQZ}%jPe^>N8;+LrH=fRvOzsm7Q=+9+4_E<7KJ8b0zxPGoA0nq$OW5jL-Zn~=9ZNm zN*!T+B4JZf*(!&bGs*hrUx&!?*W~2n{1OxU^c>?8j7wEjLu2@=Nxz$#EXax?Cv@nr zgX3)1dr6Q%%VusluWJbd0=#M~q^N70)~tDu)!TdRCJTd!XUbMxxpu9M1htUFWw^49 zt_mGl0GH8+4Qp~8JKB<9rCdVqfG^|#MUAx<`38|1wvg`;*Vp=Ix6AeGQ~U7vw0_g5 zR*=@|4j!yRArNV_Sej`z?tdEGd;q4kbq(3ou(cKs#k9F|cVYZ5FE58CR-(uo3m!L^ zTH(n?M@Lmg69wY`oqxq$Dl9ClXh2ls`3mzr-MV#iU%wueUSEmdmr2<9s;}&-V_0F} zA&>f>KLc2^N+O#LBA_&70%qm@xBQi9-zypNSt*f6j~*v| zo0ymw85v1b2JbMEi0U|Y+wcBp5RUw5q^{TtNNqWFsuKUO%j+AXMb!?LwuEd#i?-#g zbbfINQDXJ$8_|J{Ok3@OdhT^s%%TikU1moE>mlO5^X zGKwi9cfKOvlaeqWZ4f=`VC)hkT*5U6yIZVAA zC2Z;=$jkd8A_`5yy#S-OGnJ8%H-0%6Oa^OAADxr3h zWBVA8#c|RwPm?=kwQwO;#y9Pn8KQ>`UmQn)k}1I4R;dvtsFApG6%`dZ3OBYZ^s7By zTbYrPq9AIEp)orvP4R{}aS4KV@8)t?z%31CQY#>()uKgOnuYPS)lGCHB}gJgzQz!` zW0Ib$``I6rWu#kfx1kdJW@nC7q|dBJ2Cqv?RfyuJ&z=p6iqb&TD(V)Z-O%VSKySgJ zp@>D>&Fjw4kGON^_Hy8X6r9OtS3IjaiX=nv85tQVDcQVS=ur!6=2X1)ce>i$>*MYF z_XBtAXrnjfSTKKv^^0w&@^LkY4j)&2kjRUOT!TYGa#4mp%gCCT%paGe_O;u#ZOp`m z!m3{qKa!qR{4^u~z*g0T+1nPJGAAYyC=Cl<(9Qx3iN7qG1EyKi0PW~=-HpPNdAe;Z z41O9Mn(*?*)_GO0_&bzv%(vJUt6|Xzdl5nuCG>>q&}?SFjyo%R##UynGo`(%ErP% z!gcK&4A9e-ciwGCk*^Xhr#m0+(lwVAD|P~BR`N{6MSR6@4R*{p(}q`ri@}!VeSKe1 zA>nWl1f8K7NgMgpYU!wH`7cjDYG}#N8tOB>BD=%4nLM`6JoE~AFrCeTjRQ|XkTER4PRa&PIDS9 z)~y>N`L860iaGbytDe?3_fOOsy}1k1;+mM>pN_*=L2ZZ(WpMDGJxd$800DNrEg87T z=4XLm@x9xi{xLE!SzhPgSaBw^#rUAtyoy+EY&-UYtcaNydMAFyBFEMD-Q6r|>?vWl zGoWLS>R@SVdlo78X3Ey%>OT@E@6`nOikg~x1)ltL+POI{aRLHzbNgPA+s0w`?4g6k zZQZ&RX|D_)zsUJjL4hpcTAa$dPi-$23*8`^6R%!XM+;p2GIOY*pzqqV~PtIcL(%umNJ47AE@DJywJA;CxOVoooE*)mfcvN-QrP*u4rcFDks2*J> z)jPSm-a97al|P6?OqmRb2Wh1M9+-tnmAqR0-?iZ^`q>5IwuFuVkWOT%c;@IIm|)qv z(_-|?;w6Y%8=$ubS_S4OUYA=7@sZqvZxde$2!UyoNI9WCa(Mgf!z_ z1+#N9Gm)&L*`6X$#f@LkxDt^|@z4j`&HG^ru*f{+PcKi!#rYA!T)0Rn2a~CSk3>b) z9Q-^G6p}~D3>niy5fPnL>}SsGYGZ4=pK23t;67ps0ni>GWF@4l!~FS^te>xY!+$z4 zE4lSjV;}9>+3}?=<>vZ_J_QyGShUI%7@6TPQ|Jtru3kL}LOYQIG-LB-Gl~Q*b$0=v zgHAuo067<*9wmqMi2-iSG>qYVD4x=kQ-2Fc!xI`B8U)V0@e9>tt8Ut+<$I&YRVBk@7nwvPi z{j!KwXHwR5{X?NKgPNO~UQ+|7OhS|ZE8tl* z1+Y5w3w=96Jo6D|X4A)yztdrFHggg94HR#738nii&cKy>L``e zg1KHRIeC*7^1L*GZrR}>ud?#}DBa_P=+1BvJijMvfbN-75kui#90vMhFMiEz`BQt9 zw8oskL;H{+VRNF0AbogJ7-HShT32Nph2dEVrX`?gqKWm-B{lIm$vfw!>LpIUQ?Sk% z5+ZSNeh`GmQYR-1a^fj0qxQgjDk@CfKgt*68Q5>wV639@U#90yV5!?LUPQ%=^0u_L zCgR-m&=ez>Qp^YOYZ+WP{`bANg$W3IdeRBdT@Jlo=KLw-O=njXl~S&3`SX6ALfF7? z0IfydwyLUMm`OQlA%X&l-qOLds!U*kS?f6i><{R|ArceDe|-Tll7JF#<9&FO+vVkv{f{*7YyjWy-6=$nkDnbW-FYR!-9+P3Y;NPLNv_d z1+ft|fO=;oaK-!>4jB__b;9uPGx*kmaIC{CaXkGF07*Mq=E^B4JddbePb_u!ef>- z+$}2Vtt*r{$N17Nl#FI>@CN(b*4IvoG6@BE{D{Wqb0lXDig_A*My%`7iQ~uX0QiWT zSTkd5G2w6}8JpLRnTE|Ws}f@7S;UPwIH3>0ZZE94bwNP^%;5cP1_K8QOZxtuJI6)4 zdU+d~m>docX4%3N&B9UwT*UTyiOuMhjcOkfl@V^m@SHes+coUaj}bw9Qc?(-~68Ri5@pFqL;aOY@l83*%v^JAX7j` z7IaOLv|avutSvg5){L>v2hru}fat~+qHft>G-Sy3j0|IR$)S{Z4t!tQ~F# zoIQK3P0yaN*p%35(`@`B4&Zxl2G>tf|6Etl*;qO6e!hn$mnRNP0=Qbh^rWEzUIxjq ztYT}^G=U4R|N2r5s>B*dn74}GHdC+cCJ&ONQAmPu2OWWUf)$_HcWHx-_&j^}DuKO+ zaxo-108JhhIZ`t1+Bs85lwVk(1UI`KOfc=OjB(vTP_a1DIcUY|)U)1U)E4+?J+R9l zkl0>ns`Kk-_8xdTXN2Mcyz@I%;|KT;TjY2<$=_d!&nNycU-0p-k?3dD!Mm&pB4{@x z=w-y)1*TqlXz1k0lc8mH0vM+(%I?V|8rrn6_(SH5?a}hG>OM8%a5wSMyluJ9Js$EW+>iO)v(+)kW2)vJI1_Iw1zG3Rpb<=#`DYtU`?n|JR5 z$QNUE!_!JUEUtAMMKXK8^KI#)M^=oW5mh`)Be9#gt~obv$}s#Y<&39uMQlDz5IH(! zZtC^xqrtpGsgDGk2ykRe1uv4pkB)VLn!$3SX9jdn4LR2b z$$_;`yLk0~V<6qFdv|eyDoq;}H-HXJnbNVdlj#1L0<#$G<#th#HM3ZpR;{}G9MiQH zkas$cI&pMhHgAd^oz#I~Odai=lU6p|lt69Rb|>~#xbvL<-l0c5T*lqtu9ZK5(EJ~j5}GIJ|LcuRT}d6 zm*y<4L&{cHS65YabzLq{|9d{>zcl52mi47cxcz>eXq)=R-ma_oCN=~EArDRT4|Z~P z-oY9^frE-7RP>yH#^!ZulGKs}ZqB*dMrhN=e=4>@5-RhTDREUE&L8ZzYU(=CNSOX$UNtSn6!zxLzhRF0wgPlhk87UKu zoQL!>U!I?r$1djE3XTXn9WSj`<0*&$Dd;6=m|V2x;=~g`j%27oaL^ka-g`!`_<6s# z!&f(bS_#p0nz!iem>ep)@~LeXu4($U4zxQ9i7vf**@#yqUhwa$@4pG1qgj~l%dqaA zoa4yhYkLaB8)rc-SOsd#e0s+)tYyY#N{3Knq@<>XA2||&oKo_9gxk`kG6))(V-VeP zG%_;h`Ezxu>7eOJ0Yn=JT!e%LAF6k!j1=G3z#t#&TgoNd7zmvvdkjFoU{lzp6Fp+~ zAGM}GWoM_|&EA2W60OWpw;*}hl-V8Loatn(SPCf&AITeRPdJYz}Kb#=>aR=E-o%) za--pYu_ffz5}`x0v$H$>bf`^5?2gxd$$O6m zZGkA{Gp>Gqu{~WGxhQhTGI?+-QW3R4D4#Z-RL;npTm&Be&`gtJ$Mm4alK62`b&QR> zg59`4)FqpY*w*ZY^jCleMg3l6d3%z^&i^WEL{}#Pe;oAAO|?^}?firfZh4oHT?fPc zUK%UolI&V=>(*ipvgziZ{b*oz;EQ!)KTITRE~i|pck3eMwdRmZ%Vku#&7gVpvo3UN z+B9wE%s|?b!Ii#~m3oowJ}jQS<$luIm(6S&QXR5XjcZP<0cUT0cZ%(3!EG^h`@#MHlHqA#q^-T%g%q8l13NKDi?pavX|Glbms|{pI_Di z0tdQ2^5MNf%8lP%w_E9XQ%c#eQQCKqZ=f>sXhZ0|bztEEL;R^kc!{XJc5)dOGp-U~ z@ZX`L=7^^w6WpK3kh%XIueL0~4N;!M0#aQO`ITD}_P!Q6KCD~X~ zdU_^vEzYD~F`t-Qas5odu9$NjNzvt3HyE%Y zRl->dw9GBA0{^9)nh^$4P7Do(@hej+hJ6sYF7~)R1TRp~O5mJo&;w@H%keiUQz%+N z(DG4Y3|(I22gXRS6F5E4N3?rF)#5d4I#OxAyt-kxnkxxGG%cDV)&&H9Q&&}u0|bI| z-JX!pEBWNjogV1QZj_9ye7!d{H8t$%IydznmR*`Q)fy&@&X$_3MT0n&Zrr2s>jDK0 z69qs;&OC#@bHuHr<&-YDJDWn41L1hlMTIpjfslPm0Q;_NX&eZ)%~qOc&j|2KohK(b z4EdGJdjSS?*3bZ+u%MbuZZ7ma#Y{f|hn@CzhJ~;sKCF3_btmSC`HiJ__M6GCq1F&G zrS+f7!`<9}d^@L?b^h=1+Ty%(=cHQ~wuHuKG_Qs4BXX>$(T$s&ndhNNe37bH*|vx? z!(63!Xt~cXd4F#hIJi2@WMgH()Y6=t`cL}q`0o0kZd6O#mi*>KwG32ex?uhvS+~?T ztkQ+Cs$I0SreY};X2&7JhMicO{r7Nij9v(_=L9m=eTX4G5&-Kj%^CS|%@=*wX5XmD z$Z6c*IeAl2u|zSIcm{)kIL^89P!x(g1O=%z6IR*jjf)0Qpkb8R_OpqV=`m1p|-2HvN~EWbFs@5r}_@MzQy zVR#%YtQGsFe>kuVoH=6Y5H&j8wPt^{$SZWQ1UA6YQ5c^40vurG{5&eu){5|v$SQ*x zhqyPs#QA9z+3gn@@3osZ_%jmUUR$^RHLF6VEqX9iPFKC_^sqPtLHwy{XgsQpY5Rh$ zT^iQot;af)Cd^r~O7}P!o?c$4FDc5zH_$({3u;1WF=v)j`e<@kgh<^kep*_3WNhqI z3WuM3%nLV0?E5?u)%aDw#3m{Fr^5kRv*VPU}+Yh=uOD)k&?$17q6>Qw8g2dsVB%9XOn+8X=A z(zR=g_s0$o!Za(??Lz!$R;Y2b!=Sl=vn#T#?(e$5Peq$4Mg@J|bi>XDgcY%9r*M;% znb4&n*1D^x$p8MXIcHWm2)Gg%>PNt)lbOK^2%g)T(0b`*RNly#)qF%K7=#bq%HlYbZ$8nHz)`iznr&jmQN|fFBVpUM@!x0e| zdYB!W(3XBwNEunAU`rDZ@F;QF^k*E)4Ic^n#9&4*n~k>_5$4AEM6*%#^FO7=mY2b9rGhDkfy49b_ zkFqRRSnh3c<8Q+}Ne)UN!Jm;A;ra#S4NFjfz(Yy`g(<`>vt}Kha(kbHejtc<*zmHt zlBZAE87+Zp-4`2M9L5u>6l_2E9&<4R6_lhxg9&b+GicD>K5ichvp86k;Oh$p#?@QmZ7pONmBeMV&zH}i-GxT&xpBbS z9gXMTzaNgk!d`70zkqEHTfnXfGoZbM?T}D%tychqsJcD91Jy1F)wsT(tB(_T%IpK7Cq9 z=M(3kFZx+g;8DY2dJ5t_aNJ1tBqDMGsf12hheAR-8zhoG?yw@9Ut*cU|3pW~HHG3s=6&TNxw6xG4ns#(%~>o1a2Ppes~OK; zyHiLS1_)&pu@LQ|+ly|@VC#sKL*iz0oK(n&Q7Ms4NDE?QDP`$fq0<90QSQw;J~AyFYJ>X%wBiZwd7Dfh#9>b{0U!_c>AziM#F{$a08Dg zB-8}hw$D=MB2cY(>)WHQvavPk4Og`T`u)9}bYywl$z!D@ zR~%6hip_}P2=%>)okf!eFi@0SlB@9IVP0AWNoC()w z-lFW8(lTDBnxTC=2)&}`dHGVDy~A=>Po{l;G}T=6qJlKUJrE}7@@30}yiX8*HM6Hp zQ%1u(ukRbT|0#kxA5$NqT$W<3s-?A;m{ztWhH5{o^!SZ;Ji>Jg$7Z{~k>-N~KKoO9 z=b~pu1wgw+TIh6ezi)q^dh?#I>OS$lQIm@dv?nwal8vM7P7Uhw{Z@Bz4xr%WfOBDk ze|~w$86>#WKSLpIj^ZVAW;uPWA-$D7u&FTmG zq29EXp&fu!o26RFJ%n8^q$n2ygGG-kr=W0C#1V)WANKU5rKkIYctBa;v%I-WPBOLb z`{SY)w>46lGN*Y?5sBp8I}6=#(2=>d4a%qUFZ_s%22W+SX(0*}nB5}z@wCr^E2a_P zP6@XF3eOPiCr-q5!`HeJBuiEar9yrz!bhcrEBZh4u@Dcbsg`p&_&TTD~ z4{*`5&5vnOB~C&5+d86@LX;YL|9+KQg^CK1iXA;6l{-^T6(nFltdY5wBHIxJHeiE97+yN{@F2v#?t z%OfjfT-xe|+U6_F%<{{N(7l22vd7}8Im#;F98W4nWQ2B8%#FRwe{E368|Aw}LtOG!?C3CH&(-knlqXZM*#vADA(3#Zz7Bw2)CW>Rx$uNkho>M zrzkki^J@AKwN?}-B0JKU<&l_$E@%F=jf%SA!D>@N7V4a1&&e&A27K6^DYQ-F7vHroZPx>V2?Y|uz3|9LIZ!YWcyY8FUOXI}h7+~n z{(CD|D@#k^aKXbNU`l#i?<7lC*IBdADUC_IOZ8pz_iwS6{*R{ugN!uw(B%>b7>}!1 zYZaWX?6s1jz#qB=yF&YlXNe)im)&sSco2kG-ml^?D%i@{2ZQz>Ja{vVDF|`Lk4xhV zFmt12Pe5D@cu5(!lWU04Ce7`I2||7pNEb$#0zPW%k{r`-)Y|$HaN?)Nj@hvB{KwYW zpHsFTt2AAH@sGh^3S_dJQSl<7ycYVjqNw4b!sAu#bTlkLS^XU_JD)m6x7xt#)UNqMerZtGQSGp14Ybr6%d9z587W#s=u=JXVI?hPIhS zUM;`uNHC!3$Kr7d`hJ?dy+6D=9`Cj^bU`4STtj@Oc?G9!6a0B3lp6bv9=&^J(+}AN ztb0*aQ%gVN+H87>V!|>$hl)$y;@U!-bQRzaRz!P|1EZpL14RxkPCZ(AabuZv&uv48 z_U|9^e$p4}Va~x$;#Vbuc=Gw;9#C9ljK;N_^QBvDfwkU%A);N>rJ$hd@|&JyO^qNr z1p@VA6kd^|yobbscj}?+%%27dDSC_=M5fv-N90ul2+08#X0F{J5 zu)uMML;~Sba%b#`QkR&II@4#^;rSj*b=uQ>+aCBVo%L36_C9ojMNtjJ;~+rt7uRPd zmjN)UBiGtaYaEZ?9s6J&`BEp`&au3Qd0!#0gvKa;{``FU$FETJ2FZOb~Z;(S2S=$nr?PN=bjRtVZ%h`zWAi|I$pvwh8Z-=%DTKOC`BOCu{i&p|qozA=`ub7_002;I!&k9_UO-78d%BzFwrnBu zL!1A1eM>~}#Xg6SB)V|uQa%q^H02lGFfj^GSYt$q`}?CEE)DD|>;%h|h<9uC?>pSryr~+vM>&b>49N>jO~ks;JnbO@}Go13Y{?FK;`j zC?c$1`Ni?{;nM+Qg{u_-6Nso8ts*o?DFa09=(1L?e?3fn@(xcs3oLMn(@Rg=Cjf|u z8HW$n{?9I3?lXr{l7fbbg~L=-m}P*(wdebH@07zgDj0N;A7X5r2>;8Lu@Nex7hGmE zzNKa%ICv)&m3f^zYK@tMG~psyed9M?j99Jq?D_Nkj)rD;?{2FA zmB~uf4=s}MQV+5pnk`p5?8M&ULF;HVCC{@)!JnD(@jHxo_uowr-0w_Ns6dAR8j4HS z4DqWnWhT179bYciHKrCTF6iA!p#Ol(;D4faqVq&)-vJB*LUl38O!PklL4%vx+9k@g zBxO}xwY-K+6rj}2w6zx+Gw?HBRPb)z|65V4dg|!IPcO!Bh{Q~vfj!aD;JN%02 zXnS~7=jXdy2T&{Mjv3Pv#Vi!^P3rYeT{^$nlu^?mx5D!pZR}#Mh|$oY$(=tu&h%U% z{PF(HDfDPDZl+kW7fRG(|a1 zB>5Y~#>HD^P2b!TPO&s4R*PSNTH@_nUCQt@+i zdURn|_hG}nhT^%yi-+zguef;c%q5-jj>)uiM~aeLSlAAdWbFF&!-%kL;G~(1S%GD# z8jYXdDQ8o~6h0%MEPgZw{O22r~dd?g*N*jrU9ZuZ{hJm!MW0M?~pySy$A(2LP z_2<1fYC%0jX^#m9%tvHKl5R62Ehf!+r#O?FR1MX8eQU4H-*;We2*3BfIK`-+cCEg) zY8ojVr4I|k##%dKkEd>E zPfZTykpJq{jR%<$cf55nva%*uX35oAR=l2czvMYoUH*Un^`Nc~d~yjuXo`yv(ANY! z`BCSmlzRX6ZNCEt4ovY71JEA7Xm{q2OZ2#XrGRXEopL%UD=Rl0$V#y+se5^^t;|9b zp*o;!5gs<;p$p-i`zpjL0sz67LO>#%3cWNkCPm%t$;qzK&DwAVfo-0Am=mP0(>$|c zW?-?67ZXU#ykD+b_y6G-@(^IHvlnzxZi>|nc+!&H@O5G0p#chQYWv!*zWHF-*xGi6 zG96T;=Xy(}ckW;i=s36i@r;dc74438Y1p_bURy5H@1m|0)@&8&ge%E+Lbhlq&3nJ} zt#{12{Y!QkI@X=_&bCz++hgymuI@K$_H1XmwNLe%lRq5nxW2fm&c0ulB_LId z>3RM4?P!&xBB0|)e*t1J)79t@^rOHWlPJLj!H_EA3yeAzGB5|pN`EdU0nL@y0ygM^OuXW zo*UHEK1zCG`K^Vc_Is5{hPI}{ix{w{{Mf|)t4Uqx0K3nQfDVAhW+hZ`ETu!WXNPcG0WZJWcz>H ogl`X%`Zv$@h~EGIm!A*Ph>%_|<3jEiF(`1n%@pgimQLIMA7~4xy8r+H diff --git a/images/pairwise_logscale.png b/images/pairwise_logscale.png index f94cc541b6da4488f64db17eac54fe0df2a53b9b..3e6379b27cc2b09d6850b3411026c7da955427aa 100644 GIT binary patch literal 80520 zcmeFabzGI(-YveYZDT8?Z_3(A9?3;G6FfLS{pefxjpE$Pcyrmp?>=W2uU`0#({1V2h2PZaRc2!OYHrB2gFGH*JD^uqP_Rg!-k5y4$wbvrv{3C`6z(P8>`$BQJEt0SFXDmzMi1}7Xw zHf`C$tfi$TG(R&^O4Gqr#PdZhFjTKBFh(^kCL|* zzPrkLChyIgH!-rI#q{~6nsRb-sfN|8mV-@=EFT5W%}$L~jyF3ce(~cI5ZFwiJXuF( zRl%E=!mgK+Re1EvclXz4NH=C%D@V(Pw|8|#9x<-d@2^Xvsh#;xYsOiOVJ4iWw%2qhI)%+iik!47Ei>MKNyOy@~lX`-AL5u6*(RSXL(O#im?S^l)3p z&!5pX@oM!N=99yhZS3suPW`!=Nh^nxD_=Z{bieu^Grwv)SzX{OV4a|vel_~gWbCPmezuiEwVnHS_t#L{xydfYaPciTLafElik_NyzjWhz@4>9j%ccIu4oS*O zAD?WO)Ua+TShSXw`{b!pr-p}zYUv269YI%8ihToE2c7E}* zuCz>l_39OmaUIWH7nc}?XgOA;xaX|O330fWY{!o`>CEIgOmE)4JzCt0^<#a#+IWMx zdtJJ5?0A!1nMnhtO;x^=Q+1TAu%n~n@W_aKTd^Cj!_=r>lR?_$lC5Js)e?ATVopxZ z=8YRe7=>NBaRxSzGZJQ9cRAjWAIB25rV(ASh;lN|A{C>a7sp|Q`i<`G@jY!bQj=A*FgWrB4Nhwa{C0E|WX*T5q zh4+u?=?9)_(T9F~w%-W1&$ci5{bE&1-Xs5&7rw=0l&we7w;X7=fHfems_JXiUl%U+Y@fl0CyeRIp`z~Ietv$csroO2gLj8VM&h<> z7P_ph#98o~HsvfX8gF&oWjNIGX86~yuNU2gB3fFsXGbfgZRcml)66==9Y((Jt)ihx z&yG-vS7lX<@x%v}gYB@m_jBX^COq}`ze?w#gMW|dct0hW)~6dsxVpMtcy&o^B%|3e zB`q>C(hsZK@_8>N`IX7xjxPvN0;AhqbkdD#OB0Oyz9mQK&_)CW1-&+^<#aXDbQn{t zHShV$CK zbLUmfJp1phfqJF>$+Oc~ou6YAV||YwKi=uGc1K?^y@1u{HLF$~D)C~|yK?0U|7Y{~ zM~~K2mXwslT}ZhSIJja#y@hdf zt?w*S13L_SV*?U0>f86r8NjPgG44U%rl^YJS>jUK&d*d53a> z`mx-J9}oGj|2Px){%3+^-?xL8FJEp{pie?XHo_$tehs<%wy>~&YHIXnDCQ7(PW=3N zPfxpcE>2FVMT-{E9lr9YabkKfUu(%9YYq(M#%HG@vJ5vQTaHbiupUqkIN_w}G(X); zUnA!6$%o5y+@a%>*GNut`AcDDF+4wSLfecxIf^3~VaXxP`D+Pgxbxb)%MjOXwepFi-w^{GMqFIH0yok4 z{ZyRe>{#vM{YJh=jD7X&9&Y7mZ)>|Ku^wy6sH-%<_Gh?HRi1;LScS5dLpWA!Z){?o z2b0?L*l2I9bY-Npasa<&RiyMTq}XVikxo|GkUNc;VPQ;SuPxt(goe_0ChsfzJ?`r8v&o8h?LP^m4u`TK-dMY0cd1^cFfg!&*H_xj=r)n3KO2Q=A1J67=?=R%pE8 zncj5ncoQ27pUtJQ?|MPe%88o8V`GZ0H1rB-hKgI*l+JH`D1rqwHPxHw_2R{a7CW`U z>m2LWtxGek7XS6@7r%MuBV^#PzP_tM6D_x~PQ5>Qu|*JaBjSDbi(;S#0#l zlO;wj{K1v7!1$G$_UXU9v(n7kTG@wFgU4q0l4887qMS*Hh{skgP5(i47oGOkCHoVv zdzi$Wdu{n8u~FyJWn*axiIg2d&2}%e>>Rgpsz+rs*-8Z258p3-OwT4Z{QI|3qGs+W z5J2qJ@2{-J*R5KW)#`6xU|?7gcAtixKMa}P0700;->G&2I7Nt{*OPftfr2mertfds&-Bs6T24X1GbcAU&A9$Zb=-wYlbOW) zxfuL66*1tDd*&_DP?TkF4GUtj-w|VvjEs!<6}FhNV@2Dv4zRIF?BFv|Xw0%y%(D2o zqp1wI;#-mq-I1%$rGk#fzk7FvLnZ0t!);tOfkJkvdSwhYwzhSeBbdsg-J$MHRYqCf zyb0!ArCTQGdS~MY-=xJ!*QGoj86WrYoTrWlPK?*8PsNR1KnbCx8bOjruXN{^pc7iS zj}`cnse|E!mswDa3cyfr>Ezt>V7*nUhTSDz78Wu2NGT4PtH_v7bZEt;r8Blna2@Ei zlZiP0!Y_-4LTT7uMR5CM9cD16dS**`9%h)B95Row@rn7F6s)YaCpn)!eoU^un5B`B zaNFz2lVD8ckCl~`HP!i&=X`Xv+J^lP7xlX^s2|I2`V9jdinwPnVqy+o0s#Ra>eu zOts=Kq?}cZRZ`T|4MAdOo=uk0vj0`Iwrg^-D~MT4$nLjAclL{SdRXC?d^>||P2)s2 z$0|gdRn}q+ycH!}rk#z0LlW^a#R%!n@A%xr#bryEMqv=se`6Z=Mg}>)>Zf>^xfcUC z8Vxq(W{l}8;nEdD&aC9n%2T)d-IpvOcfozN)N}4P1Jk`9KYgk|Qr}sZsQx+xckCng z8a1~_lg6xQAPU>@M(YvDQYL2RpTiv`d^w3os94xBK~8hut=b39A|-|U@*1%oJSZ#S z!F%97QMyGBmgViDP%_Prp1!x^6RzwDqwwZkyAo4Vd4Qor zE$_UB2Z0p4Mq4EA7ot+WO8E%{`@!|4e%3i8;?%cf?rT7>v$4QZafq_-4 zSC^PSj_sAw$g&Val9EN}*-S?lgZ06>cdxKfZ9+A`Z&kb+Uw!EzYinzVsh^QO-;zTa zY}z-ZUHvWxuH*xn^LXd6ka)EW)?>#m?3eO?;_hCyR;#3N-HAA?KY}jZ1&7bw)SL$l ztbQrHTl))Lwsy*Zf0cR)p@(rVXRu&_vrNya-9JD1SYHI+(;&0#i5qY zUKYuvNz(4BwQCh~ZO0T6HHDTfU)~G&REd#Jc(z{}BcPLh`q#~yH>cX4Nms=xbEO&8 zN(Bg5E8+d4^``khvj_7?YPTF}IVD!%yl4rJK?T#=UB}fCgfS?-G&_$5W6nn-GXPPZ zx>*yB8$2~sxNZy3f0ku$4AyguW^PsjW}v6%X5)rTSwaRJXMTxh_x|p$kHob6&U|SR z#o0(_`Bsx|a4lt|-!y~DeIx-+47K(E*4=zixtKCnNANT9Jm%qF)=Zci?_0?1UoxZkdN$WmeuzHD}(0shWlvB+1h4x zetr>(7o-KO2NXijy74&8+1JbWn_NOrH#0X+Vg6%vh(TpUU6y6+)bIXSoOJH&@A@gs z@~T9w6UL2MijuxO$vd>tuU;^2%DDhwQjTD|dB=`ee1}m@+=ZUn#GtSfhL<&@F&bMo zZ3+d?HUbd$J#_g2W^@EH8!O-qW_|LG=5UE^#`WovgsWmL@gjwBXk;mvn3&jhcqw0P zBN-4&uIH&JgDhfGlf$?M{V}sM;547Cmn%62Jp*7fKz1PCnKwNkkUKq)O{Rkd?l}mQ z=wZE5i_Bu*-47o<%4sE9Q5W}TKbyX_Lr%AD-5N!3tFJ!3h_aa;(OnL(kmp* zo+!t|tZ)gR9-#ZLSPB93P`ol}HmZn}gHDr_WZ6?C7B22Z*fS11veWOyi)bHBTQMjI zWKH_=nI<4@b_k5)iE2>PTo5@MhL5;pKIC&-I&N*}ebRw(h=*G~3DNPH#3dzh1GSjj z{wms5ooi5NXO6a3<4sA+FsGeo}Srzdod&AzrVWN&#*u6 z*|SiDwjQL5slJr5Rij~hFftU1bNx;BGaK3=SAf8Zzj8V=k><^QVGm;8S_Z*yHJu$D z;mBO7SXTVDqfzm*0Cv^DF{%1r_jo8%kI?e?$BI^stAM+ZVO(ZrX8P*l-J5X58LSFX z!G*5tdVy#VBi+S)IE{CVgB|hjJnR{UiK&l?gs|XYZ*RY9T!ebC0b3s~tr`e4Rmm4c zv-8ztEuIu)JtPzuOUYb6BmF{Tekh=E6|0Vb-B5@#7g{ zKN+|64lS?QL;V@j{S6srYJAXi+HSMRx|MO+&v8kI4j-nkJACNS)mbMO-bG5;R>qh` zb3Z2*FJ5f&b1LMP<%c5vnVV_<^s`-;ey%`u;pb+dntV~&Q5m;sP9^ZA`h#y`$<=x& zkLNgiSe}Gjq~0x?H(N-Iye}>` zgkr*!Nd4Nodjtj5*_7gfy}xTX)2oP7J=%WQ)7$%sz@ALqqE+ExVdp$tXy{qNCwYzQ z6d-2QAYEaVvJec8)Sw6r10cQs^APj>ceV36^k&I4PTCy*^z*ff>xrbT3qK3AT%kGs z?Av{9S}{TWg6q0n-b~wF7{wrTx#%1~wuL_CVP>r^A|hgdTMZ(rh~>xYICI0YyS!Dp z*$z^WVO7-Abkk<3Q)kFUoP60fSRUezvsW-PGrL)AV`F3RUvUe z`X$S`4dWzcVRWsJ9-?IC{U~}Eis?Wy;Wh0(P#Yv=eB8iBmQpgCiB(eNu3%5{T7r z%`xiNfAA^#PQ6|DtG1AaeY5Ya&DWQcms-j~?oBt|Ub=Oa&293C2yxxbOwpZ@IASAg1Srp=nr*s38Q1kg*} zJOdoska=DF+&LK)mFLt5M{(Zcx^%0$5|ZTH;qepVCD$5t?H4sIqT6|J!uy%Z))F^9 z;RLOGO~j|%@afE3!mcz#CVX)3UU}d5lo5J8+G6@gJyRsXLJav5D5SPw!v>mJ7oBf; z)N{?)wGtPo=CG<2N{pxX(|tj7$A>uv)K+Y0@|Eb~V(E`etxp&J%>Af$;AjklW8>HE zDHomzPBPm8%|<{sj)n?qeJF16N3KqSH(OgQu3V^1hu~B2kk*i6)YAILT5amOV-b)~q zLY%6Mk`46?3=HgYc+4OagD@6@DMUyx4neM@nkSEVT2~b2b-b_myH8gY$>K1$1^TaU-{|62olJg*vclPr{M~$ryi*&xk8<}IV zikv;$(_}a31q?-41F(kpCx^1R$ucKaCZ;n@O-(Us83{-U9;SlVuV04_5`f?al_Qkj zvZs5jR!dn)N$IBMIx=uGTauToo_H9o{`%GNiIyc}1C469Wz~=;IUrSuRhX9vMb1u- zv!T?Gps55+O;=Z!oGH52F0%C~RVK+XIo(Hz7XgxW1H-4-n*bxaZ#g7fQ#=P^h?6qr2M7RZPWoBk(VPz$nh-$V~e18fVTneNU z_5u;WlIPE#3%W-W;TL%Jl|yrip7iYOpi?b$uFYGvg!47s5XSte7Tx6#29VCi%KGWZ z5k|&S2M-=J{QfE&;sysowpugh8ZYJpVfuqPBafL_pe-PXD?u$L>buZn`!lQL%@$o1 z)rlo!?12tnF(<9Ey;Q*?Ns0~IIMvHBi2a5!(5ufu5e*Bp?O~aPT1az05t&&ZG?>ht z_;{^+#|IA|RswodXIl^UHVN$6b2`GHZlem(^khCO;mH~hLLT$Z^J;1Uq6E(nDgz}K zYG5jJ1vxOGg{HY<-p6N06Rvar)bnVOu{Y~3cSpJoOAgOpjgWYOP+Op8pb?(&yb zAKAogJ74HAbqw^dUPXSb3=@0SR|jsvhGjt%Oz^C<`eijJA1KDD$YMCsv#&r5LHI65 z(L~=T$0O|E#o`0p+~uvgBsDmP+@e=Gz>_hx`E9nF4lT4f&Y>GzTwEOLnKHQ28mONL zBcnefgL(q(29kI9czQBHXTyCuP}VLB3`w-2swxFS#+vO%+?b*1w2bCM;d+ry4OP4MC&Rh#E zF${bt_WX-O=>cZ7!=s~Bz=Wnoq!#QP+eTvSMsf|kEO$O=L4Q;P!Nt6fhLjC*al7z2 zkO`}RfIwMDw~~uaH)I|Hko%WA$;imOEOJPRyW0uT-Uq6VP~yBkq?V(pud}=6pwirF z4f4_oV7Im&@BKXsEhBv}{(d@OJxO+xO}(~hsAXaZ??tX}62knLxhwgc`xFT{@)3_5 zCt8>1PImgyTom^_@Di89vLDKDA|y$WZ;7eBt>&ZMUl+f>ZuzRiFr#<=mdYj}C;%T) z=0RDk+8)sL_JXhHwob3WS5QPYtYmNDG6cM`1=j~V<(LJzj=7K$0i`h(q58X<5fpIH zzQ|opGs!1M()GWd_85iEw^`r*qX)BP`-cs#zwzCOMfYm|i-ubx;<5YmksnSz3XsoHNALo&1A4^8{a z3vd?lj%RjuHYTExPdhDio3Mtr9W?>s%Go!55m`caIuD8nLFlC12AXp8QNER)61brb58rXFNp4?|?n@LiIZaz7Ou-|2WR# z0J%>Fc#m1^>C>nDX6^SPq=OPjX~4q*bt$9a_K&1o$_oZd^fWn>))68P<9-nhgXC!- z6;gg9^}{1qzXg+OFD9M`b!lkksF0!_A^fDCU|19P0&;q)^&o)_%2{R|4>%GCGXuYu zC1v1uo1~*qi>%ABNgReGbDW1-w$1c|8<^Ndn~Q`&1a|e;upLtle?sya$hA)d3>Y6SfW+ z!kbGg0eNcKvSmL(2o;<29Qr#A0K7?=5rf|SkSnhowdRh&!9=K)1~U`CtS;80mX6CZ zz$zs5OAy5>h+`ZW_{6*^!@#>mC#Jghy3rmy4XrNx$B!ROVnF+~lG=n^Aahn5CFVxp zBn?2~$V#0W>y3eF_I+6Z{^Cbz-=gN&-*zVlZiK^to?k_c$_lF)LXd=WWur0_Y5DM zPheoe{O4KsibLw-*P|9taps4u>y{6kT{gR&*l}v#3|^yBfLA1XyxDNO|8eYVIz-+- zsq*GSB;@^#tj$Gs?mk9cu^*%X3~=3^-kn+dt*_Y;R&w9X?Q-uva!SGFDtzZv+}DS6 zzd9;Fp1`BU_WyTBOhW)YL~d#=RNzNSpfoyOGubo9XN1_ zDM?0O_u@sUbG8!Zm#$nvu%135Vln;t_3MwQY<}0-tOB{_60Hl${HuB9kdsK&2F3&) zNZqF&(>U>>97Iz5xpUX74lMhh2nq@Y6q6;rF87g>aC^>{(k#DwkC2lqS0eHnC*wIU zYnWLbm>eD(RjhQ8G*#PZglR~GaZ)uvSUCVO2UwA4?4*Q=Wj%)^loM`8>vCN*;q_BL z$%sZ)k8O8DxsUI-+n-2#7~gj-1AZbOuYiDfi3>jM8@d^}Ol#{qJYPJGmeAvBOsCg{ zzAq2pdcINt?3>i{i2{iN=N%GI@@M-^f%3i6O&V?02D(=HKRvhGhDy?$PzP!m&dJGb z?{Dkx;~usUQ8pOtD8y|Z$YrCnkFX?rw*!-`-|Sc zuXj^J7yxL&x*=Q z`r>^|O!}}%Kq!CQe^?U;2Ixx)XJS+8gs%{SXCkXB(5}6=Hx^uk|J@o)v6jTU^eWEJ z2sh53pUZ}1qZla_(EB(yeXg1Q2oX8EovLXLt@EfE^4l1HYm1_nt3u=TU$sJZd4?JH+s)R9F1C3#rOUO30p`oEFL}WGMItx?;@DEa0#B}yGJ*|ss14%9n4x_R{Q{AB?t6?=T zckHWWxY4pmXsBRG`Y&(<)}h{#!HHI&W#axKwGZ5da;Un|-@d7k62kra_m{;y_4f8A z<`DyE|Auv`(YC+)q6tL%8X{r~`59S}9r~k+M^&ikI`82z!& zhs!?bPPWatEY~xCR6#NmkErN^3 zA|r?vuS7gkLB}0DAt;MH+{ywvhR6hNlH|v=Z{JxY6lenqFaRh*cI`*4%rt*C9W*K) z-?D{Ev*Cy%6eUuBCq^!CS)wB2A|E_{T!SQqdK-Us?TyaQ+erZl85)$(O*O+Lp17S* z$0ADl+Gc8|=KQqOBn7L)&*L+GHdkb#j_a%CI2-fM# ze9W*pFV}$9WfGI2p~}*a&-4h4BarO$0|jj=Y7hkS{jdyp@nrLjwzb(t0POmZ8NVm= zgSqqJX}htW%e8^9>k$78&zi!WJo+*>bxCRaFYC<9K@elUM;(SRcUb6`eEfKD@18y9 zVS7Q5>f6|bdNze9Z3cde53O}~?kt7<z zDVhU_PEW@%{9t)OWtIm5Y+tdcs3`fHP$?t6HHA1H@zJEDq|gss>~{kF`b=u_)9xqc z^s}5xR%g2&0y2C7>I( zc*zn|!vvIpx{l@ZM$Cig+i3Cuje#ltiWsmYfrZ$!>c?Gl^ee)|h@Le5)0Q~=P}aiq zR5#6=jL^^mc;f+vg#YGyKmS9Nb3L%wp3UfaLtecYS1Bm2J<~1=9g-bXIidfX88hC_}3g7Vf zc!uA8PwAnCP0#FJ$yf6`)nA*55WX`rJG+IR-k2{B$sMY_Rv=ZjzUHu#ap_!$ zRo^$pLhh?+0STyPS`wfM0KxAxm(%z(E|zfS{F&j0r%#_AKEL@6{HY4(K@2JZWf4s2 zN!<&;f~@PqgQi8fJ>_l7`bw-KA1eKnSnl0hLs;|w$A^%*hCBp>o!qiyyr}S& zmDxkj6@E)3kOHkGP>nv4Dk7w~pAhKzECbS7EKy}04j9LuKyxL0H!laY_4uAu&PG+# zlr@4yJ|YTSi4?K+oqryTjPwDLCrajD+dn>2#7tWJsxJmt-)eZ4%XtkX&E|RG3ATF>Z?Nx8BKJWl~}!%y&TdHq>&E* zX9_@Y#%;uZAx12fnb+Hf-S#HZY4NF+-tyQ#eyYx#5Qw|8i zrnBD&fqCP`jl`Gm;lqc;T6&Gu7FfsNNkuQ4ZFzp#W(UPN?3WJwoHGCJ{-$M*ML#(h zHYVv5@?8DK9dO)16)~R>8yJt`5S8@dt)jWxJu-|aTpw6E(G#0kHwJ-&_{SzS{j^?= z-Fn9Al5f@h7qaZIX+xBZe(@(?X6!-i|?L|B3QjQm=sHOs4Rj zJ}aj{lgP5qdu_ugek?)VmB(`cut!%oSeT3r)TTU`-Lzt9M|A1qv?m zYsBs4>w2*4Xhs_Pf1LZ!oUBTeC#14xDKP;GT!xp3mET;;Mz|;2yYtXcP`;Hd1mR^RM z!VC@<2?HO`DdCt(>zj+LSEG_3rG%0tY(H#}Sm6!12TB>(l}Y@|@c+GXFl~${VdZrMkbq=(cmdy1d{_2^it79uGI|CtVL zy6QPO6WQ^ZbO*KG>lZfhDZ$%dallMdre@DD%4nr2`LMHkm_4l13TVf8eXw+I6nnj_ zB2mg7G@u)blc#|%;C=bpizBER!G=jN}yPjcf{dcsB#!@j3lV9wpJOQuDieczK25kAs3y~ znmdm|2W0Wfs#zA%r-g;bFcXN63n!`sI)#G3gT=Wn@C*=-B{4JLJt(kgFJ=^qY$skOMmp*$ylX$ zIYfyx?KijlG~2){SPmRGhluzDUTLH@Q0G6^&;~zwvYtpFSmeZw2ZN_P(Z&&ns)!GW z5I}(D$x=*gBk1`jr3HW8L1s;Z85|dGZP<{Rj4Y)XJV8P^=!qe+InEi{49uL z1#wtlT?+;!d;{KwV8V9fh!Vo-SA=)t>@NvNP$wXM1Jvvluso_!kRe_qplWd`sT$Bf zVi>|&-fAyvN}vF-H@PtgsUn^cUnY7Cm^Cu5ox(({A(s##xr5YrJgQ*A1^kvI<%hia zIXiOtEG#S-2rta4uYxC*6Ndbwt!)duHMst0yqOj9_Fm+znUSC0F{W8qR7dgK7EVSCSmdR;?z(jcLynum_@RU$nfCg z$nd~L5lCDc2qr%P6KYW`msVpmj?L-W4m+hGMw(!ID2cc)JOno&K=(l0zB%7AJ~C3N zW||w0utQ=!ob7-?${4dT)Yy(yjT1jJ5@0G!^u#E3?AS3}ErhmRL* zyd$&oH*F$|3&d~RV4z7mKjRB>+m z;VT535YB|YfoqLRYdl%xsRaR2+8~N0@g%_k0V9n1O+!bq*P^t~JUocKr>9c-L^a+` zSSvKVUaXTU;dMfuU6ydo_cUf_klNmMm)2|cLxzX1e3n4~A{S?XVF8$cmnRr=m*|DA zWwr4i24`tOmT^nN0kv2l0;5botO~?^1RqM>mZ0%52&}M2lS_hxT8rrfjG>r2)e{RZ z;hDgo+rXe?uo82IAAr0>lbHbOXgioYPOKo*PBD@53*woHO2$?v2bUMMDW7kuC0%?^ zLjnYpN9(BX=7-y0*BI+BHML~vmD6#tldu1&NhD_^+!57 zR%vNzh&)FHc2eJTZ5!jwyNg-0@^S#ds=)g&bNa4PUnX}Lgn0U}%sLikE6MNHM|G)3ah`cv zza%haKkVTigr@#2xPBEq^P%ywvndx)5Av0s?zxG=PD<4t-HjEZG1 zpdPDQdK^-A0swFOu>mB;YOMV+I1`Q9KRopaBM=RdHVEs@%XH(zJpOfSzo<4oq>@-iz8?tB5y1=ipYH-07 zMVZ;PQN=nL;4cPWf+nUEql|%Xq%0k83=WM-LG|)o_QBA&G|=efd%|gs-fbK8EE)oi zp1!e-fIq?@%T0_0tookEbMW)4e*OBDk9U3{YHHVRWnf4c8XEFjx6q0yhUAWtZHkcu z#9ld`O!;##Ai=%Ijv}M0m8q$z+I;*yH#bFn{cesg3-h9SxQ-TmQe?q>5Zlly)dEx4 zXNY-F!)W@qZ{MEoNIfBn-d-59(6;5@c<@wg+k1D3PY%9})R&x7uHPBrtVz-lM#WgO zt1L+Q*N-COezo+gPnnP!TD&_mY6?OIwvaambF1{~$S#TPzPP+bBMzMgq(8xFZe*95 z+LbF2q%{Dci|xRHZtqTaH@9l|d(UZ7&vTUs>S3gu1vN^~_15WPnz%hA<|A~a&~H#r z*1Zd>2a_0#EnYA@6Hhe)yAg^=1TqsRF`7YGnVCgE+pVrlEL_qNrlbc^AoaZ%O%J9* z?op@~KM_T}bZCj|5ZRbn3`IbBND0SL6Zr%gD zNjW_ucO%z_l&^tH8SOvmk*BF&e@%e+*ie6fXT6kW z+1*DArl>feu>gANiVeQ^%H%nWO|H;p+xxD`+(TuT`ccaNS*P)90RhTpjlY#_2L6m+ zf8`u_;yU|eWImkJep&vmxR{lPr|P>7^}8P&_^0y4-a8BD^nanNd7zYrB2xP|6eO?^ zgHLYQv~61?ynx~1;Yf4~MX2QDWK^mxt!T*!Iq&(DrK9_&c`l{!6eG2NjJ)!%@B4qh zCHqU`pC-3e1EiVg!-s2zYnqyxNMx12NV#VHXJ5F}1}IQ+qwn;?uS9H}@a@m5_xj=G zVd`}5$~`&_Lks!qo};YM-LhYqk|_-b7tW%E3*}DX=oit$uggU97UeC=>eLakSG$<$ zX(bkYB8=Z*8?AG8$-LfRQ(I`v;Ea3z{*^D7T+~-YFh|L5PpOiPsYlnW+^DFky|9<`TPU(oeyiCl$_@@ zcXUcR{Cp$#%46nI`w}D9?b_FDKJDMeWZoGtIBvHBy*~(5ZerpRa)w#|GC27CN$q~e@`PlaBL)))!8l>(;+5L&u1^QR}$YdYqvaNdyZe2#y z_j>m1qV;z2vh#s0J>0S?Dp3s$okEW&#;b+@G6U)_RUvOcDT`+@`@(NW=@$LjV87Fi z@@HCoeAao{#Zp^DiiLdv7Tzhkm-Of0;T*c*uU`AF3s(UY@!vS~|MGCeg*LM z^7oG`;mTKsZk?XZMEy*;)VuE*lsXr?f!Ctw(Pic0szrKC0B5`a^-K{Cuf}j{Kyf}G zx{lpG^udEw#KE;rX!Hq)l?9sdVx@zQLtYQ~>wQ+vl-14ps0$#p!m6f}8IL!R)aj9}C~T_~m6QxY3`yCE&^I`Spmn5vwOn%3nY6$|HU%*e0~;qjIdpOIva&BdJw5+0 z#iyqSL?KE(V|uNgaJDwL?XduHD;c3(4GB6Al~ZKO z1L&_~&XF=Rd-ZtNi6-rA)C8jOUrhit22%>=84DhqCgZ@tp(rc+bZ*G?g#UHY)F2J+ zSh3e#Fr*n$>(noIr#SeK*aQUBAQrAmtc9IjQ9+>_47)Ym{rJ>5_~u@X3NG9grp0kl zMC1DW`Mj8ifv=vrDGG?hp9OKR(AXqH4b-}VRO4XPli>fp#0br}L<*d7%&$q*N(2Zo z#4|O43*psyMN(ZFsui(lbixRmlpohFpomp~mcBKHzoZI1r3BZYD?z&K#C#68&mL7S z>WSzF{pjPQ{62=FCWL)6RlBJEUg1BWTf~8-9x<8+ERVda&fqS};2ycGnmR9c!wg)= zO_w@pf7~zTRM>j$w2Rf%)n?g^k!kyxnC|!lJ)D^#f`)%3S~>BU$SUSPi_URYKEB$B z2kTd^VZ8btrj#u!mP#3oPtUe?P~Szd+FM}w9_LV@{apJ4Oq)yr_J2W=M%vTg9-~QI zi>T;Q{zqTp!d&W`(S;!x>%hZfBYYI!N{6X4n(`L2u<9b(wtxK4 z74s-%eRY(~(PlcSV)^B6U#QIvFP;(p(ztoFvH2g*>W8ZT3?B}5^r@QjYmOH>E@IhSw! zhd}o)Vo>o;m83P#7T`+UJEnpD<%_nm7cwp2XSRd)?WW(XU&#Lml>g%Mh+)((rHEeK zXszNBxt=;n;!rEEU$>b3pPq18c$HG{za7vb*S|f4NeE=P`otFMp`B}>$*d{Ftx3t= ztn%pJUj1L_>F;s(uXCn}TM-)-RZcdK7#=pm%_05z#N&iS+|RkdgbJRnNZO+fS)Axo zq!|axkCk@K5fuis6%k~LrI>~8BufZsbqXxhLpzVG*S?^S8pTv~qGLEF9N7qAekyT3 z=6YN4&k6}H5=PHgde-)mm_pb*=@})KQ8&J(DB#-|l)|los8>vJ?q89_PWqmRp2L+t z^D1vVcQ6|8SWhEAJzdFZvP5gNN?tk|9?zKQ==(C^3s+Yv;(Ylfj2k?$+eia2k6HUU zx1Go2NZIGEm&jR7%|Jwg_Fp&fuaA>j{9Jz-1FJ(jJZW#`v-sf#?F-%NE)>n{MO)%k z?hE}_$xl7IfYWS7uFQ7w<$r}Tq@bmh zh_XYy3ge%n%zcOZ7HOfwz8S9hS}4#bWd2x1R;Gsq=wR>1{Xwa*f5u$VJp~Vffxwn6 zUL>}^D{rbqYmOB9@AzQTfu0Xf_gZ-^rzD-)y~@z;(lRoOs# z`-rCvjmoh^3ik5xA(W)G0~!-Hn@DlP^xVU;enod~|6p`X#HSj5j~~x?lIBmICJ^B0 z)8L82IP4+hUD;CJo=TAG1?VTEr$MDl1BQ@n5odBJd_~=s?T5sGeBX zdb^usRP=0iqMIiuCTpI+jhc`2zbr&N%25gb#$~Dd|FmeMl155>Wyhz_TUuIrgu%Mn>oh;^gu56HS+b^6eBt!` zZ(}79dnOuuNy8*O6rVnSzM5o@SxZcs#xYcsODTAP@YW4mb_K*E;=h0uqtaW;;;RVp zQ>^v6u$PNV8k}$Vh9Le~`B0hdy+bZKAGp^51Y}FxEW!Z}(5~sp87UQL!>7$&Hx8^& zx)i?v1iood2WhwXUH z5Z@$m#d}!P8)t}lKvGDB#S$6zbLqx~5!#7Z^Ok7NJ4|zA(fprqoi4bU134p7SW4ZZC#If~DFF9)w#4G~r=%vGIe#(Im&zkL#`v;Ye(2t9eM=~@ z#Q8*UOk&K=4Ttdk!HoERVu2nT37S`*oSa02FZe@hV&RjWQrFlR557rntBt8izlgWD ze8xSELX{hudNy!H(u>Aj<;=&!$j#SR)9vF77J7}ji&T8;O>pC%2`64%updN0#Bb2YTGMZEG6tQDmJ;FKe5mzi+k+t zkeRfpyP$(03G4cQ;Nmg)6(H#?fTaFgk!8`&tk$v#d6i=Vsz+^Ke!;X;y%o9sY&i;T zqwi15$-e7(gDsTKJLcyX)xZDaqN2QFD70Ghn7!zvfuz}$x{h*k1So~BZw{=QE|E7vv+cL>{(v|sZBh(_B7>2V=T7OpH~i+Zfn>YAFEgaoOyw6x*r zS-7s1&#ws}vZ8kUt5=7-yD{J&!0QrzO1EziQ1-DbowtD&Ra-vGGIv*j3c-2(W~teEYYIdpr{0 z(4$2)sNa!#r)&QF7gNVj_)GL*WUJXiME`R*o8dol#QOrG!cxQbnfkn3({UiOx+iK_ z@nd$Sos`fU3WY=1`EoMsGDc`=$r`Is>*o|9UF0bENg1t6qZhm}^r*h{#bHrc(G6;T zAvQxOs|o%>l{t8fusaIHnTa`^nI+9UCZ1Ozwyvga$rCCDTw7;&7w;Z_T)1Dqf zg!Ia~O&d49Em4yPNis829puu)$0-z^nu8%pNiwh;A5pw>PJ3~v6%$HKH&3>t{+8L+ z{qEhnb3O}9ddQ6&3q2`3{O5;&96Y3sf1xU$lmY{+_m=c}6Zm@1Kbu3)OpAMrf)mBsr=G@_K#Vc#(9PUh+3qi4;ML~E`sQoviQ9tzaJ zXQ1Iza`^&1U!%n{QX?nnVE)&xc}B5SOBa)k9$@3QDBiz5eY5$3)DpMZciqEdNg=zC zdKw(3`@K)xz4qqTG63RM##_KNtSl@~nIr@F30|T@yE*D)k)+IrS&E`ZCF*&Ka&p8- ztfq>sHt;wpfrxegJ%inOh^HP>zkiTsGH|}VJ|*F}Frs36q@wQtO=uEiyA1FF5REjQ z!avq-KlJV|GFf_$!X}QsGF}6rjQV(NQe=Q0g{{gKW;AiBsi|joU8i#2g4b}YAuV@} zeAigT4q{fqP4?-70ZIJx&1y#w5_Z}(bs7tx=A_@&i`EOdjZ*M^{eLJ;w5L~;a8uVF zK6d^`6F&Cl(D@%!sF1YrS!TwrH4EbOztyMqU3b0wXW%Xn7rdJ^yBiAH-=5I^H{6T> z=iLuzcWpmpMduL~Q^)EsFsm+f$o2z$uQ!v8tzG-i!X;J|C~s6=+M*3MjwK_h>2$3} zo9bLmZTmnY*(7-3@N{VvbF|N$THH1RrM1|4gCL=rBNR&NK9JOX3jn8;Ds%_ipg)jD zuW6^vlBRv8@;kNSbgi#XOw$&1E49`9$C{6QY+;?%c|J(^-m-%0ef{pr7kg^K&0 zn^LDudDj2pT5&ATRhG{Wu(M<9jD*IHg40wT^qN1S=;Z9&R?`!yBQlD$irCGg-M{A? zTAr_5={(ktMeHv?)k%+vU%2q1^RwSx(}McA{s(Oj75g|%%DwZCotUw-+O77T_xqPR zy(|F@^N2FWcZ(?nR~C-HIlr09v>^6f(|vJq3BzHl?Vn^GtC~*TV%74>5y{Zq}|QDWU($?dGU zpoENUgal_LVNCy%JJNp)vQ-V%&sGVfWHg4KX^0KVjZr?~r08MM@@^4*{PCFMFC5;M zh+6D;xxvRRiK+sm?jf_F?s?*JKDE4tkiOKb8s)!k4GsU^*zhQ`ugZqg-svT~$y**4nmNqdlXPCcu%gwE(&2;}6X|5P6QzK3C z`4{5ulC__euNZnCW6Kc~coN^|+qZ9!t1%$qSY_9GU4-oSy9*XOAGuVSCn+v{UfIM) zJzL^_W;s)}NBfvv+Wds$SZN=JkGe#=3JAB zQ&$or7AFg+;G6oTE1@i{EKS-&Ar@vK&3V(Y`PE$cRXGZcpG_naUP55{RsAa~W*%Ef zh#NMoOx^eo%gxAkEm>`5s^KmRtBqq|8NjRdGK}-RVDCFy{PG*(`10%l&BymTDVy29 z;*`wg$+4ffTWC3USDDYoNopm#ufTc3zasXi$!9DJhNFzBE30KMXhpXVd=!_GFsV2)J3kmyBi9-$Q}lZk zU|o9MaWz&J4zcI}d1C=bEO`OM{F4_^PT76BlsWF(U>%p3xSWRqTYqB1F3r4-f~{V8 z@^$UA#~73JKXONxua8dLG5qVvQ0*7`Jpjlvm zicxR9skEt&dT9UkO6N*fu&W+AAH(ZLGAij&{pxSbe{| zz_ze}7A=lDAamhDG^99Uzkr+e8Js1lQ18#yu3fq~3)&6X33ex8B0WcF=QbQpj){%6 z1Q9oY_Y1`OqEWy?s4dtIfb>5R5}0J_0r zaB+mA51>uxnw_z6JV9d&Lbm$AS2ckMJ9re#-%rV=_-A7$RxfXFR&2IH6dzdn%Daho zDG(l}a5U*Fpr`T~6X`)FTd2UoUdUL3P9E%PGVw?KAGc4DS3qL*`WhG1ZtZ0te>X8+ zm#^3{Mr|#)L)@>MilE<*?>ya#t>(`S59e!URDj38?^BXr>YhCFVMoi@{vQ0Pl8wk>3 z{F6Mw}TaNxta3JWZG)S7kt~CEcmSf(tQSZR`dT5$ZI%7i?WBZ`*!F1qYv8kTV{B zUBV{L4jKJ;5SQQ?6q8Rvn)L{S(VW0+Y~N7@GdtOB0CO`M-K<2;M@&n-@k>{rWP#Bh z-HVz13maWWXJ)E+w41$7wdz+T+Y)m6NWclAfJQtf12|R5x6Pwyw}9J$w$kdu0A)7tx4o6_k|upAd#GQExo(2%_7Mk@9{hY-*MKr02nZqKfAouEk7gey<%kL_MPH zC#pmcwLt7~p{ozxS>WmvVq5rMeCxlpD!e}|DR23P|3!p>^+K&|2eBJac#5gm@Cg%v zZX8-BUxyyLvK>2q!K0mkL-+T8inbe0J1;AED(E1!OhHXNUH`)mMqAygO<6x?*sdl3 z=Tj)_4gLv^;<)$P4`v&2_a|suU*=0QD=Ymd7b^{UnIQbwnf(wi8>U@F9OFqy^pt5%U!NK=l6$( zURTF`+qL5By5dsHQT;C7JmY1ZqY2w%R}IAFF1=7mY(2to*|N)1YRaA}R!!Xe;6sCj z{DUKkw<Q$$u)!%C;J{Zzl{0Pay8E);2NBj$`T@P9L`gZ@nDHOMzN&o6b|3AoS{{EZ(=iAUR zDnk{+&Sg+zCw+Y{2+fOdbbmkSKatad>LccjIt;A}fxFNr3I&W9SNIQjrTp@H>x_ve zbVR$v8_b!r7}3ar*MI*|x1R_48*hk))m;Uy>N9m$SfG8G0^Q`i@4kQk2JLCuZu0Fo zLlY1hi$1In(lW-5b|C-rebfnJQk#)MBrTy#48hqhSTOY^BG;t=E#b4Zr@;P7d}Ht&x?oP$zhGBP{}?I{#`esv1*UpF z=XcG%=KVEa{>>)CmN~!Al)G+xZTZiGzfBiMDkU{_IN;6~V_=0htNyQ??{w=2NM1LK zoK4g8-PSufH%zYygDQWkz$u$ehj;}XuMCUK`?NF7b-u6Bip6;sDh53>uUHSZ8`_T_Z$7CJht4ol5pAS`!-Tj`E_f42^VMJtTI=(-BKzP{rXZT+qfHFT~9%G zpEdahRBY?tI%4-nXj5d;&o@?t+-9N+ph)k826-8{ula)ArP>7>tAGDp11RXzgEkp8Je1oyz|z1r6c13cJ`Yc>fQImeycO>lJC&9GTdx={ifF?<1h2v<*!CH zP8N^X?dji~;`j|UzgA9c>YU$|5Aip>oA{+h2U4f1I%oW@4~tAE7DX?6KScbAVCR~@ z8--o+{}VkP=>0%i`y(jvQs$a{6rH}isy7}KznN=4)9tlaE#e*~DZ>%>WCl0A-&1%> zmB*Iu75&fed3jiJt>3*bm(Pjzzuu9B)AL5lblf1$Fq6_34U{!{*^G8vH9E~<#)FBK zzspYj{gO5e#(IQ_Uj_mM9g5CnvBm!{D))}Vg0z1Y+(a2}&>T^gc-W<_@!}6RQ~NIg zrK>(G-La7=Bw-G~8)t+#44d9LS;Dx50eYbrpfxBg*pM%bU;9+%zd_B#Mn>78b(}$z z(pPwmD@s|l1X)^O_Vf1bUR#!@7f*lv?W@`U32rEq{X<(BADR-C-wkf+pQrXe z_N4vVNS|KwPpWV`<(KmCZ&KFppJ{^Cg9dN6(IQj+U;g}mW_LK@=l|;0xt+3;TJwka z{ojA#|5Z5jpZwO39y-Ql73*v^J0|U}>szqo;f?R>_WW(p=r+{ye^dP^Ox+$fN^zV2 zzeP_cQ%ihOOBVkZ-P8Y-UH;D>`ai2Iw?&wq+mmOyZ{W6m3qMRfpBy{+(6?<;Z$7Br zcr?u9$cejMhivb+uz2P96x+$}n_J!L*VZ^H?d|h|9O)Rd4L{B$f1kAb&JI26?r)0! z;}2ZfHu69JCb>7oJ#IXnW8$&oZcpo=HNC}55`7IJG(AGWsv8;7-Q#O?t2253Zl3>t zAfyAdllaen)lzjHpnI+6Pm^zG*27DmZUsr1yK6eO#GHP;EqS!7zqznlwzvN^<#nbZ zQrD>~cN;Brjm+}#n!PeEXy?7IhP5Wr|Ne4UZq*f@k&8SeW7d7hl;WxSnL9_`?fS1T zkd@S4C`rx@+JM!<> zzn(v@V+Qx@ha;nx;b8QyhUkU!z%L9sz|7H{tt{|xPEEe^Z+rn8JfCMij7c`+fq&CZtn zKxl@Zm+sIjtu%f${@gAzA|Xn!hoQo=X7SGS-J|HGfBp8YVpJP#MV`Rqqt8n>ZHuAu zkvHpkKZ!}uEJnh{ql6G8H5AF;?s-lP+nW9)v^)qs==x>LHJvv)zQA1JSS-4ahL3L4 zha{N9|9GM(z7>X;eauGZw_IgfE(Dv6FMB)m7jmafn>SaC8m30CZgO*M_xr^*l}b+K zBG}%)KNXfhuhip5j>Xya4J%{MyxGiCH#IfQb{VSmswLHR%V=ng?gknmh)jo5W-m9j zJ>}ByNJ$JtE>^HWcWdKRIhpBTA^K`6>Y$Zz!a!4@;KuaHufE|@F$-2j_QqvfnfTbg zl_47r-EQgB%TtA<_6h)F3qTt>WXNpMS`)H3tRH3(&WqJQ!K1tpAOg{d5p6SJlXVNH zllS(Y0z|iUqD{e;8vk2fkU3v-R@p42?Jv62LU@T6$*EmxiBe7V!XJwtBBu4>U<^cB z%HF+IiaD0+0)H`5=i4Vp@#4*d^84?%3Vo26i9|9i?BwTET>P|R=lHtF4+BKr5@WC0 z%B$Bb9oc=VcSaZ2@dsX83*Rsr&pmqenmzh(%r@H7o8=cozKN-m>)OS#oAc0mhljvS zJJshgMxR?OZEa)mvbZetpNy3=T-&L|3oT!!SVRG|Fvj*QM7Yw6Q7PWY-;-00-=|D7 z2w8gIWh@z+{*ePh1w6;*i%lI}PP>|NrNo>q&&nJrgXdoZ4p{xpoBS%h1$&R$2Zc=w znG%h;f2-%TCHk*VKbrKQsl;*U4CS-?I$1~*&rja21Lwi8bMb8yF-%{kpB-a)P;iB& z_NAu;<0stS-@|MDy^shi>N#0^68@N0ynnEq_a$u;gpC{^b|Xn&4CEf{ru4l*@xqfE zGoSV{cM6&I{Vs)(ff(6}j)_478Ny8W+^M$RdrVDbwos_r0EZ6W?|m{dF?n}+tCXds zrBDuhVYq_%$31tyFRI#cx&MriQZ!Iv-2vk1I^ng5p$E#7t)T{wWOXLJ4C!WQ^=*OZ z$wC0qfps?@jWp#=x@+@Jp;rLg>*<=$4hdAtdiF-wGS&8;2}<$|^u@P!ep(3kbWCB~ zEI#gb-AzZ=hjcRu2^?T0y^4B9P^;oyaZtru667f(X{NLnebn-ng}m83GlKw`l z_Jq#;U&sJ*Qa36qXYumoZ-PB)^BmqfF=;CL&;o*j=V&j_+4J7^49hw$(Ad>K{r>Bw zO`B>NL;uEdw+v?I55%5<~c}u^dLgPhlL6 zPjc3sgeL2A>0zaOlB-v*?m~w6<?G z`gHbknGE zL*=kb$YHlj`SxjV)6y`lVtztNS0&8|p$>w#eNAm)V}ER6PHxj1|LmNcuUMI6GR1Ag zJO%RvraXnS8urmJi*iXmNtig%>!-z71XkVXWpeO zS}I^wm{lsP2zJ4l3(Yz|+BX!dS|QNDLYu@Z3NM%H6G7~ed46NbVZX>iCR*#7>$<%P z`N;s5<@s^Nx8FC?=sh*q*+zh zZK81T5W@)6Hs4ki{yr_tkHtS@OSI*clAFq~?BO4jB459;xjpkaFJc4&1TlSZrGM|6 z6n{dJNs$>Zj?7&K8~q+5BI`wHx=ZCjA6-Wed+`C43!yM!lbC z-c2dt#?3#G)WyW{FI0xdcU3owS$`p9r8vGucgFyNd&85TF zGjnYLN$Vj|{V|%-L^@Zzn>KY%d3pE9IiC~wb4t#&KELo|duxJ?$i}mmr=WD*iL$u( zTV0)P05RjQw5Lzih1UG+UhUu+f7*1@Sbdolau}4Y$2MmQIHU#fQNlU0t13Q%ghL8wWi-cVX$o9=pQv=8hE;YAzfZHP+I? zB8^zRlO9g-H%EGvF);OIIK1>JzZMtwZr44NG9Kp}wa9?g>Kk%$a?YaKvU*?0bny!a zdcSmynxj(?y6;T!loi|S3M;!s#()gQjT-ebuJrV(G)8pJF@LK*$vS`S_q>=-=f7={ zhLm}cpP%2;TG653gq;4-t}QM*Nn2$wB`=7d`ST47CXs($R62c{R)$RVN|l3nT6tI} zh@Vr&bx-4h`jJ{}7Mm_ahH1km3#@Cp7#*E8V%V@T-IO%9G=JZdFz!$77t5clR5Zb( z<`)z9?r+3aAO$5Qo92&0w8r4QvEBuz>M~OP28V|Q%Od}PD@Yk7FiFvK1dAs;DRnKy>m9k)Poft z&*m>&*tO90{G89uzv#(LB2X&01Tk%d+u4RFulGbkUh(@m5b#Qv6T{s^cFpcPC+?*tUf^DnB@|v5ZICl2eyO|iG{-@k9u z_;5WZXW6p#Ti@NybfPi&f{*V0mT@q9I&1#e=yfWbdBE%yMkvAlK0dN8Bd7fetYKDs zWOKi~ll2)~@^knzOcYP`#)_CH<*4+(?6{YP4&I-!sLlzlz2xQnf$*378S499@bK-3 z;lsxnz(GWx(0PE!;MRqVbItymVFwGwWA0D)#=2q=g6LMM^DES3C@8?I492sYB zSKMwVFj-t5@wrgSW;DL9bg{y43U>UUjmr0j^=3OWf@c(W(-SLO>@)Rx`C~A==5GHX zo!(1G1Af8=?;brW@wLS*Nn`x`EMs6@A_+VuuS$3L3)=7=H=u^?HDkt&8~5V*s0SnZ zS~#NsUyn>@3KYqzmseulTL(QkuyxD+q+s!S&*8T?M(mn7_;!BHM_X`F8K>2Hy_MBD z0oi`x8gW*uvACNEGzhR0I=copV&T2vzR9Q>%mAcpn9FkD&W&<%hVV11d6Uo_yJE$! zmb^dTqrz@nZ?awQwx<2Iu$h&ndb%=tix($($t^B#XPI;(bG1d6pIeXiwmi0cL61ML zbN3I*m2agtOyA-(LZ& zF3Db+am`3==&8TFrE-a;`U@63rq7(avZUS@dnC7#$-62G`tcVU$Jvd6w>=ERn4v0H zOn1GVM8l~;rf=#R(!6W4TZ`5hs2*KiU8hBv%a<&vdFlMaGzhtWjBCxUE*(3%9XTRB ziUcpM`^Or9Jh7AjUX>51t-Jh4L z%?e!JyAE|~6di8RmLC{;mlT{|L1EJ_b$iv%p9jyJ>BVxaeZbEU6v0K4yJ9mSaYMt) z7l>FHd-!2VymH@~}{n60^Xb+LRea)xn&%XEIg(eIO_d^WZhbw!i=m?Ip; zq+IUXw~wAYX;0g?jb!cGwZYJ1^H;PBD_xFNQEkQBGY=~Z+a=^^d7S2(>wz-1|M_X% zwryJk&+Rj^vi7;Vw*#dozic*lZIUOt=OU8`4nn$9Rae*aT+Q;AOEbg&$LC&}pZ9y> zv4(NArnembbY^!|5*r7OpF1aA^rFB0hm=m+`gYLL(z3I&Ta9Ac_`&XxSP3L;@5?rZ z))KqMhA|^Xj%2^ak5Aq1_HU^RTfX{rNsESAg3B=?%xVIi#EpS1IpUl{q;}n~0%Z+= zXxqO!YF8|HyuB|Nzv%O4Px6Na_B5CkSz0ruAR{N&x?jJ3+xmJi=lX$yr(CD{#-5se zw)5wAc1!Qou|;Z^alF$MQgRgH@TY6XA|RDR+M0+-r-ib=UOr1dr(&;iCmv zB;qlvPnu+9jg#jgr2f$pR=zz^R1u$W+*aqK2}>hN|r!gua7-t))c;GgRuLu?Ya z_r*k3cwhAB(W8hf;WyP*O;<%WCZjSxR+@VWcGRCcH<{~P#S`^j)KJ+a@QHXLmo5#8 zdFT3lU1W5$9D}VF|dzUP7yiz6AARa9LdVW%^mG>Xi z{T=}U?;S^5RkkrW0a(K9e}>wr+9iE zM;&k9zAecPj3E(A2o=@UIv@)f1%*Ro%9f3PeM07K^3dUwLWJg?!WO^To4Le%t`3KE zTf6JD3OD-er%`j0+sZF{zGMxGFnidC;PZsGP2RYI`T`~vbw>0YsHxc;^Sg0WqfO=j zH8m-TOrJi7c@6^y4{i_Fqds=*KAjM^`GYN^rP7aJ9)s_9D@GUENuIuZd64Hm&am;y z%kSRLJb?ANv738|C3lEl7|X)~e)6aORRF z-EkW%f6rVy?@Rn~NvyAlsvMqnU0Ql}(Y&3*7LIKI%K2x+NPHIsf(5@+0QG}4q2ou+fIf3yILBNMNtwro5<-LWUuHOHT= zjkb2h9dHK`)KUEye^7jvV@t3MknBZjNnIOflCNV}K!P0NTrcGn#)$!^wnNcY( zc&Nyin@tOq_u95s2?JewOD31;J$5t+n7qC9)TvV&n7=W83qP2gmev_pvbGYEb>jQ? z0roy==cjc4`SWMmk&mX9+*(=VP%~xE8$5ZqpbXba7S;3|-PoZ+ zhc_VtgF;yBqqGY%Qe$&zuZ-;M0|yVb-(qc@2^t|Tk9+*dRk5MzI|GYRH*Y54Z7u0I zdZfI(yh!NSir>Vj_#LaNUhc$DBZOIAriF{CHjQs>kmXsgS+~v|IdRTHwNpCg=1R2j z_tlR!z2Bp6>diWTKR-|ABa$9HYJ=&X4vHyaB5JgwxO}xJSU5=Nq)R5N*k_t}R4}&I)7O?zq>Ntp0>WQki$RTY8c%&Qb^}PxhLLdqX?tr|IeV z;&l*UO8cQzy5E>KWBohxU&<_%YcC`-b#euD1L z|IJ`;9?&i8w>=#k9CB}ML}ef+^4R3blM|ml^$Zw*I*Yu4^R8_{y5n<}akp9I@pQz> zTOFAyp23-3y=F}-kepprk?ZE5h5Gv1YuBpw?blDl{=U<8cP7?j3vc^m)m!P`Gka|+ zQ2asIeGIwU)={7D%MPIdKKe!FdLH6%krp-#d zGkv7ZySsa*>?~W&f`_|sXOh_BD>&J2AW_|ljU}_EYuL9^o;tOUVR#S1chB?f;HS8L zIuIFt`)YBYh>D6zWSB-0_A9TTpnvzl^JR|yifkKLf8xXm7Bmd(tT?f=TT~?P=&noC zR6ec;Iqv4p8xyJ5+Z@u}2R!(|EVZYX*TIVy2NGD@6`$rQ6ixQhn^#p?NXkphXs-RT zM8IBwRj*tb!np=d0Vw_~w7=TFuIQg|H>awD8RTj4_wQaDrkl^dKx?eAw0zXoGX&JlQb!j*XII`$)f{hXDodciMR~ zRD@gWMX#}!@89pk$tuuhm)trKhMvr8`hAm(J5AdE-Hh7VVRnPo$zSvr{dF*G$iZP49iJk zI^pb6_jM`p0^@)jdvUq=!VfzB2-(J>#paJLEqM*u&y(MZs)8u<$nFnSqJXeGoVd6+ zfrXhyzW@)SuCDF|2-3dGqHtwUir-S%MX!8ICa?ce_WrGshMff8H}OGY$yJY;bX&b~ z;~~QAMds_URF#)Z(BfxzkUONCc*O0jL5D7V4ln?vJ$rTsxa<^SQahbuz^`$x#n!E( zAl()j8n(uX`f2HovO)NSZ`W6q8?oy4QB$=B&HAser9l&EGs{76`t#;Jg1d_XwTQ4x zc>Vn9O1Bu#mPvcf4X{_-kR2u~Zb#9vMJ7f@2Qbt8{Pk;ca&l{45DCG;v2F0Oh~9nr zT)-7(pOY?~n0@-H$xI^~cNNy!yvkD*S7PfYSX)<2{qvKO{`kq0qT-kzsG(qSv$qy& ztAi_BI%Rj=V>q-2dRvLxq{G)y#RgOUi04S&d$6tMOy{Cw)vlb=w34g0ZuJ0s5YN-z zjvhAb(2u&eB{-D>iqe!rjMOmo@f7f#{)lnR`YxQ}OyY-k^|wDd{R+3XkwCY3#Keqy zpj}gYcSos|iK!_kb3g3-qx}3na);XTXV<2CdV6~qk62$kQbQnT0z=x_2}c5U_UzeH zzyh_6O>eZ^n;^{zNFp>n6SBLip7|7=L|}{8AGR#NzBZY<%D`3IWkj6r*(OG zxjIgllA!f>KNQjubVtuB76%`HUMfxn=*h&y#Lwg6+)K%{M~X{I+OT-LUUS@#Asx8l zBFa$UX0Ya-6rMe$u;JGRTyOgJ?d#`Tzw_l`&cBhGJPlYPYth%QY7I9oTxgAUTbnH5 zH~Y}JbBf5J_7b;APTg>(a6fUP`^OzqdPubs``Vuls2|pFa$LQ&p6&YegDGl^Hy!5p z9`Nu0gEsvBtul739Nyxysb5s(I(^(>AFyqsrmJk^N$8`4H*SoA3dV(6K6vrBfUA6tKnOTNvoxPt{*pqrlxhuDPtxRa?>Q&+=>o-Y_C1nHoIFuz!fgN3jYbdASuJfOX zcwq#Gge3iJOc-kxXSWx>OHo!OD#nLhy_yWO5`5)K2eQ83*|W){2(0JUTXRKLTUm+n zaPOq8hK6#xcI{HfrS-`J>c0IZqpZxXYAC4=9-RE{U0+N(!z_*NQQ)u@U>|6SCo=+V zNJgqd_Qi=`<&Enaw2r{XgK{ldqO>pF^;c;xV`JmhU>M1PUWI(m4I4Mk7?T-)|Jmoijqnw*TcMI1)6_a?~>dV*nchZ-wJpAH8 zTml6Di4ikg^`>TLX9okGizY9uGSR+1`PJ*!>(+E;OmuHRK)>>e3fbPhJ$Vb3pl2Sx zHibgLmqUvcEt=|2{l*w5d;lcuZE$+?4QT(u_luuW?0j0Kkr z2TYlw(5Fuyoa~hZIHuOoRy$<@wK{+3rxr6X4PZ}440tM^n!94_L4z;PgWL@su4Zpg zZ{WhLWy^ZHP0A@`z%mh(h8bap;IboBWih&6HMSPUcVTmzoxOdhh)@vg20V5X9hrh| z-#2wki0_qEE-u1h$^(j~(++ET87wqu#hu@_XHP0HBrgWw)5fc$?bd4Af*redJqY2! zIXnbE9HYsDyHj4RiC4e=rL3ueM;q^BiOqQd<2+`Xy0=#K=I_{H?KK(I5^Ot_IE#62?ByozK@WGoV2PrG^a=K*eOz*Q3E zr#^UEDcU(Yjw^Krcc-PL<*qvtM$O$UXW>Y9`rJHG)OjSC%O8K|PPRYG!WM%q2}P#{eiTm^m_aOU}dQ*%XGLM?VWpr31dLU=cKodN27TW^XlncS7@vqpoI zFqbcObJ67fGzHqGZl8ZI#oL;W7xk~jX7FqWcu`S2z13>C&5*;s`GX&E1tf9)>HNTp zApWY_T3w)Y-aWHv<-e>Q3Tda4Q%4xdOQe(b08E#gJG;a278CA99KEwU{}AZ)XuoMa zLE&lVpb0!ksyeLIDKd5Y9g&lfArq=Tbm&mGW5>FHkMi=WD|;F;4&SL};_vKn`_f7sr@6NxM7J<#Km#)&tCC1(kjb~`>_zR%Xyet0Z>-|mMBa-2*qarpiFXFWX`Cx4ofa)54a7)WYi z-bc{1VYpFSH@c{vo?#a*>?7?t3cQD7*&-vO9t2PyavP&YS%BLw_}+<442ztc8VkL; zLJ6mA@5`D)8QDyd?22cODi=U-hScI;zJ8UH&GeKVDE!`b{VZRBE4dQ(btl=i6^0Cg zB~W@}{g3iv!}wsw{5v!+?e9PO7i{wv-Xf#jdfcgtqI~{|owOK95o(hn1r;Ap>Z33c zeR)e|8;RVJ$3}*RIxAPM6kj*TOjXW@x9WfPY!>Q)u;^&t^8o?R^7GG*GPx^;VsvXS z8`*;8_;k^}7)N<=ZRPeAQqnE4ycMy!6q9hvyuq*{_ghuo}PG9J$v%x;ENN6;cG2- z@7fg#^5djYkmu#*V!1F@u~)*+V@HpQhhKNJC;?E%B&}-M`y?psHXu50A z5$fVh-pI4WL^lXUv8=;3zshlWMeOsLBYJjE-CmxK-Y7gQ?DPK0j~mx)-aHRifLaO~ z6&1EWT>_g5jn)QY?#JR{u|i(xe^1=IHw8Q0Ku=G|U(b@s^cx4N$d%vYm|h`!!-ukp zgQ&$nTqH+E-K=V&V304l#NhOAJUKp-^LBlD+3z=9y^Y9TRekhXpT4`c;fE!INImo3 zzGaD)%=-ja^Qt)Sy_FY@N8DI)q1m+P4}-?DjqWI1 z4&uY2O&4weAQcPW!9cKCHt~@-MX^zC7DHd+$nCgy9vWlVlqvp!TCNLqQ|vS-I{~bC zdblytHo@>6YE+;K6b}zqjzqsc@LSb1&)Y))J9W){J41`}u`|8guA@+@g>|V`=f{`CF@& zKV?RPPxt^nG0~5SF)%j|I)DEBXJjAyZj-Ao5RkLT^h3vuJAve5Bc-=6%2yjTYOsn5 z>bKt@nhiYB>;zX=oS!e@HMNg^j5b)J7ID#u7Z16X4_%th{;2!|@|j7!ymrf$`M9la zDLCW_LS_}GPtQ>%`Y^9oV5b&u-#&&2ltF5?8WCp+HRF)JshSvkPI>W@HI!e1pj zbWV2`30~pl_Kk`gV?bPAPUIRC8-t16S)as)9sZ;W@vaIzWcm~*F&ZDYg z;W(-rNDBtz0?KBBb7tm%<;$0&vI(Y8QBm>LSJe$QQ#1@eDT?P?>@`v*9Ne)fyv%1m z&e8u?$PNOwYIv2U2N~$vyj7^%!5(! z)s^x`9*d36_#z0Y%EaB`ywGux4Y&8ydbG>dcFrZko6~zs6ciPOZ>9*OwaYm|gH=R*>d18^M)v&O63VaHOJUQnbAnFS& zV)lbQHUJ|Ps$cevgkYKHgT_-ILgFHM$>CS^pmU1N_KhpqmDX;$YxDVlDclzNvATl5 zedP^5`Q!+ga~DlDwkL14jSYh5fSl}*VZplSCis>H3jxhS!^;W-8BoAr{g!~wiAr1Oz7ODiu!P~V zU?g3Du|^zpexhz@Pql|}ad7%xl!zNQY&dQhu8Ljx*ohMdUoxCSMjJn2g8zlX9bBtA zv~4S#TZB&{%hYE8kFP-87@{Z>J7RTpd&tOWFS$HFglmySXC*J>D)|zS#MY7L-qlK4 zsbytlp+;(KLq0Wqf6JrCQ-Ld6?E^5T$aNKTt^zA#J`Q-~#Y_F*KK7;7- z*Plx?iMSpVq!ezXHdwVfuHxfIUBJtH<=0rN(&1^XO@`(yMVhtKREl< ztAYGrk^Yt(ppE3iD`#JdSaS=xve?Y5zeu{`e_b+MtgS71;M83f)v6BwT1Pjf#|#ii zd9+JQv$F$@B3W4xVqquzqs*5sIjo&(Ms=UJ?GFq|XSwmn#6l_|6XLh5pnb|@D z{t(_4{SDpFWl!64bbwmJu$(2?&h%E&x{S-FFO(U)rWdY(bNP~&X`d6mEh|5!M|2aN zFuDrECQdxfJ~t7MD&&>+L7a&AL8l@-H1vRHw$$=_CNFzbH1329nZcvO1Za|qVa*^i zzeVb+IrHWn*|KE|GskXqZ=XLuLZ$ljWE7!~rrj4L7;W9Cd-VU*S6<Z(<%h`qb$zo@7ry)$09(vbK0;AqWe7f|uZfPe+` z2Lztxj*6d+fOkEb2Rb1FxEXuq+i~W%LGiUB6(+(Xx z_#kdx20UEx=Jc=ygkBoTppB=_OwSORqL*+z}`c9--k z(gV()_iOF%DfaE^hHBbu_VzjBZKrotUlp=Y7o6JGZP-uoq&UI-HSDzMs?Gn|^N{ZR zP8TC1$*&ErIEaZ2q8xTg^2n*}FLx`ZjVj&_s}Lk2A|^k2lxJfff7SV5{KMsqI0A|_ z@vr#5VdKZ2gpe28^|rV=_S!T&3W}!j^!fAi!EG1OBLLaCn{(z~@)h?0PI?z*B5q2m zOO`Cb=9uY4RlEK^`EDx_^&IUT*H^xK_nBCOh4Nf5sND56n=uBp3j}8shk;sM6~-Pw zCb9r)>u+-EL!|-i2WeaFa%O|={{ILcogp%9~-6l1A z3FusZ&YU$j{^G8SB}&E(Z)x_7e5&=>V=_t3B)rzN)fR$f=dKvN` zomyp2SpaJ+C{Ci4%7h8>kXs(q#ne=Jb~|_M2&Ns)M!RKm)Fw{sNo93!h3nJz{-1vE zx6V{M^#L`qypt;zpKW0hwvCL~HFo-RGDj^8_UGK210iLlt*or5$X|yjC>``We?HCR zLE)26ch9@dT{~fFu=V7m5#vuNIU)}$Dk*tnSB%i`0F5GP#iG<|5Ic?bU>=dg4c3f~ZO^eO z2}88Bl;|Lh2)!K#SCH1AS)ZCMNf{M zj1A?BT3<3eMDTIlJtzt>Z}Q8RHx^Ea&5vvO_^dm0nwd=2)B1GU5b!Zja-!iam?+gD zLtL}+^Qhm^z8L#{CUon-TH^Y!Z?`0hOGHD6aZ_jqMLyTQtO^a%p~TwS`pFe=7|-MK z<;&Z4?tDb;q7H*d50$3b{Npn>Q!n_9v+By4ont_W=nQ|1S)opmn^6DDSDJcDs<;4C z3u}J0;_-R`;OOyyi(DSpm;YM}AZvT|Uc9%6O3SH@=N?&dPv^)_o{ECwuKjwYP8o{+pX# zt3hT*jXR|!4QeYcD?1n*96a?~IJz(-O;&5pshyG{+6$2%U@0%~Gmlh%K%wit&oDgVL~ua*gC2^CM`(@~(=6Vn`l+(DR?qkcdh)AYmv5@PM9F@TkHsNY?%3f)TG|1$D%dL~t(~J8xq&-@NdHH5={%${ zNwDyI(Ox~wiau$=w9|Vd`*u%DPgO@b0%V;yM591+CIBa|QDUPb7FT!Vf7m%VsL(y- zG|WP;T(reOu`wn+NUIy|^TDox)An>lD&seKyNaY^bvWZgy-+jE6&fYCn3$abHJh+T zB(RJ)Ukj>SG_(i*CCDTroe**cerRoZ-jc*mG!2u1AUDy%(k#vCWF9$tdV#w`yJgdx zOTq%e-opNaz$MC_sb%f*4Cc(Yum5g}C1*bxK&^{^SkmOt*|lr@gW8-Y6eL9-Kc$ejde*K!Ue0eXPOmEbf)2>OO2_8TsM8&B~uU-U}(9lrq%zM)Z)MXJx1`FOjbuUa! z*5@|1d);g&^tf(ZCL<#XSpjpOPr1#*>D{}xdU3hsDKCj=k$rx9XEcXLhJ?qSg3!yC zEwFQ^z^Z@2tdqmH1`PhvnXJyHeg|F6}=hB66Bj!KlM;<_0g5!ZVd=1er zDKSw3kUU7I_W6q^uXX`QIiZN|X0Qk&3V%$1Lnok*@lA_%3^I0vsp3-d29yU5Y(q!f zc9btak&tN6uO02Bd21{zl6xEh2JeRgykVX&D!2~lT~t}wjc+2c@hz=xJ<1yf8`bIM zv^LrICK6C!D-IBIX*C@!9eQ=7)9_P&b(6XpM3YFJ>tHZex#|`sKOGt0IY6YP*zZ{F z!@^iO;2!6bF57J+n*zH9!s)<=LORqzM%JPB^IqC52Fo;g zuV@k;);wTI3N%%FWIJ@@{WR>yf(VuM^|x-`ER7li;<=c&9HcwkrE{UnpOMgUvWkk* z+SX1P@JIG04K=sP@_?uHhqEbIP}~kwR(2a!4Yn8kWuDGyN0~+G6B53|*@9NO5j9|n zxX>SnYPr~hD|;7<$Gv4s=kDFRlgwrq7<8j*95K7E1bt@5zNwvjBV0RcAnZz25{f69 z`nfHP>?tHveY<@1s+9OtwY9b49Pva~qX#R0=(IEw^slaGVU4QGg8hh-DJ$t)x@$WB zE~1#4L4opo#m}E-1*`DHSBZ!L_0Il&4mqX1G?|rU!ylIsV#x&0nm1wTqFw%6|;CJ;n8@MQCU=ATNYA`3n@7b zdG$WajEsW$(9l3LA(MVExFXbWBHYrkQ^z`k<1Y1Ci0*`Jk$i7?_*}xYe(Z|}yA1nI zzRQH0LrN`PaAkx(bjD4D@^p)mkgKp5hi>fg%4*Z1UyUGvZQHl+MQx?s$=AncFRvto z8IJN8kt6s5rCUngXa+s_LJcg*wyy?7cY#>Qna$CnC2@i3TS$;;tKXQwZYHy{)P8Fip==sNiL`#&oy1gvLvHP;}@)U^MlI+H$`Wp19t!I7! zKdiVBL8zfTDWZ}SKb4TwcE=pr>%kUD#~v?BP*ge_Ww% zXhS<;-CXbbPJbu|l6mBav^o^kbgyG!q)4kmgfVH7$DKQquna32Tc=r7iQ`#Yc&@y4 ze!aF)7IfmXpH_Efi-G7U&Xc4mjR*66E=irIWuO>YLB{nAK|Hp z>7UlJAt?DHx`ExqZ-+Y$4iE37A`+mVRX(yCnO?n?r#>&XcF=UF?MT{bd7ib`6?2+S z@xQ+g-`2N&;Z&l9C={r(O*J>&DZU;oCJ5|n22UG0Z|>aHn>HO55_P0rZlHA$UBiu} zU~Fo?z3Ile&_#R#yWxLE+9sq!fvTjmdqDLZvsbTP6_=K}QxHX`T%~;%ad_Ukb%S8E zJF?3>{YEntV`m}D+_+IBP9*nw6u~R1f806o&gFAfgkgBWx!!-QhucGk2BiFieL@to zAE_iL#EogDHH>J?-|(w`sBPbl2ikjZ^>b9&BVCa9H`y`gV(!&zdlHY%pVSEAxxpU#WS zqiBsPjAT;TILiv^h`vByvSyq1omcnT5SU6qlR=3%wIHtYYp=+*eq+~3QD9K%aEB4= z%{$yOh8C`n?Nb^(Tz#DyFZuD~cGQOLt7auVSM=Vb7~OC<40zU75@CF^HQLtJmR*Av zu8fR~OpjZ1?dnzI0Uza#c|E~$(cc^oI+;lJyK#jc9&O46iD%> zJwKkv+g83=600(2)v9y$pAc~NBE5^4ymqWYsNpc!Lmyw?)^v277!0$`S!E5t)Lykp zk$xcUh~cmt+u_2-Tj%#My}xVC&YQcw7y@u&J{CC@!r6AcX*^fSdRV)W{1P84c#F)7BPG^Y)8YR5NK6W1|r#6 z01m??OJsZXs!v*UEWfE$cFuajCR%ifUCfXEQ+Bk4F^M?(P3YmSTuJRQR*Vl7egFP4 z?kR+9lG^RgL?5Ogc*jD;OUJ-df7=QM9g?|1GCh0#Ts(DGMZP@8vhi)^-flLXyLIz` z)TB?;K}F8Ut>nwL&lv-HwhsqB1qQwxabDxS2;t~99ic#`PJ~yQ z#=z3hu)sE9(-k?oV^$|hCN_)WmneX&SkktM?Z#SM!J%QDQ(mnB*Lr$-Y7@tdm9#p* zRQkcoB1l)Kp#+1oLc3+pjBuk1(b3f>%FYOW0ADKQ6VH@=^ogb34E9T@4d%ObK~O7# zRa#o(h`pj4o`E*f*!$N68%PLG&yJXE%nUbD(a`A2fQ0R+Qc{ll<;#Pwtz_Nn0jiDx z>gqC3=^odwkK|SxskzS|EXV@}s`K2RJbl`c+%yv^3^kPWI%SnD@9)b~M9oA30VlG^ z*!XD=YqyndtLV28L)WZXvv_t=yD<5hcL`U`S>qxQA#y@~@=-5(eq8O@0qQF_nnbWi zl${VE6w1UrTOI8shK8#*Z$83>b{$)x)uC}6J-4$z3}~Janv)JRbn8^eU*UQ5=z*Iz z$DoxIGjsrqv6hcX_wbM-tGcrOHx(y>RutBk&lk%FYN3}(nBYYdIRrXpL}xnFE^bU# zQ5GEc_1%ZUV>KX;*vjA2({9vs`|7qrbOd|E-5g_)($OT&&c`{u#)dLfjB}L!B~NbA z8GK?5z$oa}cb2dVJrrYb^u2*o9f-I6q)*`Q(vFC_oiciF@}ZK+M-?Y|Wm+e?wc;FF zn6(dzPN=Fm0|=mSxEw_XS5HKHWJ91Ofk|m&r%?WlF4`Qgh0MN9O=$N+x`f0OG!g9@ z7cX1Z-d$&}fF+Q|cJ#WCpSBX@&?Q4se4B3lHMDtOusy`i_QbHgi_6ei^hPg)R?YuP z4!8v68w!_^y8W`v$gsD(6XvW$I#6oMTgq$e=s2J%Z%cA^% z89Qz2pw&KJCzOR2iTgt+wL}a&lS#u=i1-n{NV2WwRLK2oG(nbHg8u@O2kl*2n)Xl< z4;VgNnouH=Ff|UILb;CUIK*rqfRwSAU{IkQJp?1Q*V7&qP^Em$DCRSWJMugu1TfQk z>aL+K$UW+__IkEG6%>OA#O3m$p&5k1J!;=1v14P&_#({{5SX>=#N%Z`y1QHcya;F| z2+`&+m0D}A)#)nn-rwqU7?BulC(z1=fi<>uF zQol>G`)6>UM)a^o)&~o)=F_l*GeOfGm#x-lmAz&Qt=7pdjgu9J1pmBS(q%>Lrw!n0 zF#WoNLV(GH%LVYdQs_g&@D#cV+rQRTjcu{dYT9*-eey&yz(Vc_O6~?QDZbm z2Jc4(OU}C*&lnY>*&=L$ktJ@w{F+U=5b_2mn9}9N5$Mx zL4n!oRnKl`4EF#DQlYrHW3-qK?0ptypmgjp9rL1MgvvG&>-T z`TQnQNu==O^|vL}@#-h{O#epVM|ylh7W+Chf!lmgFf%V+bU_jOgj_ACKjtYo%F*}C z7zx!?$+U8>sA7V4Kc|`Qmj4CsEAloYKaCy=eWnd9>nH6%ml<^tt(BspqQsMzfTO+P zbI_4&r^5tkDBuPaz!T;?{l_W~8gyx)R~ULhaRbOf$|`B+CUqkm`N2Pf3cuM+XuWz$ zPQjUZSL5RP!f+F{*Uo(nm_}sT20;n`I|WIK7>gq~kMWMnPe&s5m^fAFSp1BLNY)W5 zYv{RpwPvjY=}j=5o6+K?o{UqH&btv2ks_Flix(dy@07&OwnpcHL`f2NPlM^Q)8E|9 zgV?SFOU7(ird6i`r$Qo;gjhJksi9 zO)zlo2sTHj@#Oe`nNU;hlATdWpxJ<+A8coiWOj-1kAfIcmaD6Wo$#($vS{(*R@~B~ zeW&<3?{03i_k3&tn6rd46s0LTSvOv?RNM+gmHo9`j#A)QK$=s@taG+Ix0^>ZYxQbn z{GR;VHSuJi%#5Q}x7vK>#ECWtZOXpjbowlAhv>L(>zk@`AHs|vF5TgeQI)fzrqg7O zNbb8fs{;p7SBWYb-bmf*W#7FzzV)peG6J8QC-xj|*4cmlL72p7nF;*L^M zIzTX)9z9axbWyg5dxSY-`Nex_1@347b$}P0$BI`A3k|MSY*U%E>`!vnuwRGjM}2#D zZyaAnRI}Uw6*@9pZ9RB{n`n?}C9Fobw672+iB2zjF`Cpdwrq45oS*B)sp7maP?nn7 z0g6x`$`frBBLZS5mhv?boC+%4kLZD!lz|ORVy@-*aW_GIt@{nq&2>rn^x(rxDJCbp z`7X*MM|Pn|N_+I+{{23JHbb>B??_er1hbVZ#VFJ`ZziMMDG6~Tc)i#~+)|YAgJgn# z-m-pocg!gB_@e|zF&fEx0NRRV^>!y4@1#`(ZbZAq%@DJ7q!+lwkcf!Rl+0KlxYOqz zCsW;YBP=YD>LQcSpyB-c)=R&Jx^ch zrD@(v0?Jq%WmEMhNkG}~@D-`onoL8^l9mzVTm5=e!+P=dUO0DZ7)dn!?#=nx2EGs3(9Hfpmjveo=GXo?taKVBFLhZ$%jVE2w zg><|^Dc@ev`8Q4gYHsBB5PfE^U%#HpPFKi9Nu@ps30kHCJ9`kE5W7Xp^gxHvv^=Bu zuT#TM1_c?=kNx=R(`@d2xj*Iy6TW=@e4HoZ?&0x@S8p7IK;vmf#&J@Y%I6sV#j~|z zXXy2fw>S^xlnuX@!l6D6l_hj-qFi2um~O}R?IGOe=)<=3N`+jOQ5_W(i&O77&!4Hq zgm9135^>)L&4x3MKH~QP_aoj_UU9n;$q!+A7glAx{IgBVkINo;92yd`_{t6ypRf~R$zrULUGx`iYz+BAzo{_!gFebW!z?65>vcr=17v%C$ zQh!8#rePayP$H%;^?4iT@tRUn4sHxe!SP%8XA$TueOaLy=mG9SY0Wp(-F=_G9r#LmJ z|3dOM2Lf-&^oxb<-1wbx^goz0eiZ2ZD?RMmweG-`YTUYxqf5E0BLsXz=VySXygd^p ztms~+_3OyP!ib$a-nJjzb&xY6jq zw4G(0IlBYs^Q=Y6wwBXB|J30>=1aqI?f*HQo=+$b|H|al?R|abUJ8X$$9~QSKb*aI zRk#TuDMKR1;Zn_3tsKjbfjsdSWPo^T(XfK3@rmW51 z*aD9tdr0@d@h4MG7Idd8s?tO189@jYRT~_82J-M=hdshq#ya~&^?So)3l$j$`)zCOElNHunirxv$ zy}#PVd74drXzY*Y=dUbi93*$h6KENJyve!@+0(}ou^N6{yknedFb<~Gcz)jMSLuDs_BAWNCn!h^w%~G4uMu$nA45xp+YKBRaZX_@o|c?=*!XG@w;}ToPxp}JU6Dc%e(A|xtR@K%LYJnU(Y<)A{f)KYaTJH#JwB0rC5pxm=4bLwwYvA!71Aaglx z?x%~)NLCj=>R_>M-Q&j2ZXMlqdVYd$=UaNx^|o(mo<3~o(4t|oe-#Q3fU%SihD-=x zY;fq>wc)Z-?i!E38~868stTK|tKy>`yIex&$VY^akVX1f()!Cy8E|awaYmo!`=6H4 znZIDcGv0sh@9KMY3kql&D>*Bp!y=Z2H_RT+WiHGUVt)mG7I_J-S{Tk)T6+E7 zcl+9<2`62iaMaP`o!|{so3&V&mn&Jc)b_~h^`|B4U%e`mdpp`e2fJb9S~{mkYiS8+ zOF-9-7rcjs(yU3M&ccWV8aOy~bEy52jg=l}2HFG?AaEu=!BLJ>lmGNTa62qi-H z%1BdY`4B}$Wk=DH6_pV(Dv>fOl9`WWH-ERs=X?Fm`Tg^|&UMap&gV+K->=tmJRbM; zcP1SW0cgDI8c*x)05z{s@YR=_R~ZNp|8D7{0_w zJ`3B7zs{a2S~_rY;<1$Z*igDWi!C*$&!4{oOf+Zi+*?^g{s$5x(7pNR)sWSn z0)g&s!gO}NV};?OWom;zhF8jXJZRX{IVJX6fN+4;1nG_qi#N6&oN?MTgZ~U5D7h`j z=Hn~hr8T)quORw_7KMr?U4Ks7aOKb7AK5ZO-fk`*x~-UFRqxpEODKE)zLeuXHFW(# zK(IjSYyrGz7ytvJX$&CkNfVlU_IY26bF>y-s@pNyqNVDe==>>^3FMM^#nnGPA!uPiaY;)%m5p?eB9fcY)T{5!n2v2n}JccgSv==gq3w8K_f%?qYWK719w zCqn3Ey{vaDb3BOQoKRJs1xRfOb*3xbqS>lOIUinN*|#R=23K4Gj%SJ(Ve08-2;_>s zeH}r7IxXD8BaQLNNjaR{IA?2qB9esT_mU4o-NCE9`FjsQ6=ij^nUzyB@9+zan74(3 z@)#HH1z92j!qn~Ss~L+KnmSZ+N~DO{l7DI0>joUf;8OlVZ@|dVLJN##qnhSj-45;v zW~K$uW$4Kdhxk4nI(Bp=Po_Kq$w5Iufo0D& z;w}eX5vDBv{Hzw(!ivo5jT_W(1LznU?z|nkN^?)&Yf9-))VN(9{<-`1eG%JOY~ce3 z4wP6M^|o!5DcR9Zqzri%cBu#ZShjJSq zTv3)2*h+0HuVpI?L*nh%=c{b=LTjh~nS)bJ7@%$2(r&k?95LCB-lYQDTT0Zw1qpKS z5CNo^)8Q_+)0~oYztpcWadEdnGn`^tL?a|ooM3@zy z-J-LpI=8~koC1PQI^WS5GUSRz#(*@|qS>{dpRO&XxaT26Eanu$5M@+DEFD9tB( zQqPFNEA>E{m*ZiUWkxB0heZ>dmVfNLqA%7s-IqO=w#(@-7l7Xtq?if8aLtk*Ma?>A z-n>R2VK@gR2LpUS+Ib*>TbHJDt)(vy-g9qNmp^+^oe3Vz7DA$;9XOjzM{d5rTM8Wx^tk}ojbx@3_nmA_ zFetAxvAkj4i-f0jLBE+A;Bp`q>5YwTm=QwjjS_Z3`VOzInH%=Pk4V0as(-t2=hJ<8dlN4*j0(~ zhC}(w)SR7CyBBe0>a=NcP%|Ytv*@~aQ>d9{TIPp-*GyV%lch4e8lzw!A`mwo0SQTp zR|jF}_2mP!?iXF-K*J(QiS?y5mhT@*Af$TbXp2KAFgYAY;*#ZEDiPn{60-IehK2$y>TreQHHXa^55v(~| zZ{Vbol_#NLlq$5jiTTGE1ZC?ZruXjTSP5?DJimSS&=gU?dzzk7R2alT3}KPptYn>@OpOY_;E{i z3{A7=>XN#;+6|YkUOhG|ZBy#;Hzb2;x7)F9?o~3QB$|&psmo>3PRi|bdb zhet#-p*RyECwgzsfYFNqA;dOJe@h18PHtyOejV9_*w8>bnf##9L{+3480e>`tuY3devVs z6ZWhgVzKFw#|wI20oA+gS<5}7-ej{Wvp%a|0V(hxh?fgmyafH*>rbDWEM59_-W$yy z#ZYfRJ<#}mJVUCzZc|T^MXt=7mIy}X8l-df3p*`Uf5WB`O3`mKOnT98DWEf@fWI&% zW>3g276CL;3qg**Vwsh=SUR*zq(HE|*z2pMPXl!^J7>*r=&AE}Q{M0+HF_6xo0CpA zk@LL~chfCe;cv+6xkO69edb4=jg1}7+a-I+kE>5oKrjs9=zKo%{RzI3FmN=)OZ*m`~0a3kByAdGxZMx|2sDR_fs}8Jv#gUp$Fef*}gBHl#_Op#gPIkM0|9<`1 zTFWmS<|LvPjjWY=Ta;^fHZXNsN1A(kZJQN!+4}XV=Mr`$su(Ifjv#Jfpl>_lUC((V z%L$q&e{rz|+P&G0=R~!fN$7x|T=u#a=6Y}TgoOn`5+|&S(BJXApkOw(Fe%#D0wRI~ z9M8O`RCAz%1~0tt;N|3doj!fq$gyABITN`5;kt!XhgcH9LnI@hV4u-0aHM< zc3BXYTOD`&xDw^*2=(#rLlDt*fz7D)Y}O*`>F6++1{@Ps2toNa5;(~}+E7ojxQO`B z$cyZxGfr1crLQ<3b#HU#uG=`{M`6XcZ+={hHd+^hx-I0`=Y^N(p7j`tGkDkAw{xF7 zdsa$I+U!f;$hW83HgeqfVP*D&ymg5Kw(Ol%zN7Z)b2(yFMl`I=*NX$|k^5d!gt7P_ zENk}e)$`!an^h+L*jaO{ia2X4=J||!gY3Q=9=9C@{0*rM;WDA#cZ}Ts0Pd;k z&3w?yUrm9y(AS?o-*4){GJB1Jos2h^PT;mJ;gJdooPHhVPTb5c;>><_bk~Q1XphYj zdCY~&MiheW>+!E_C|_B+W@ZxiN}9-P4D+J>1MQl?`9RQwxHP(U^?&t3{xL@|2JhFk zb%c?irAO7?PQfGfnMm{@3BIdoPQSY5i$DMBg|FmKf{ew^n21RVwvW}BT1@IxI#O>Q z3Cgs8cJEfi|IJReq?sC-)7+%dG+JJSjhS4dP8u^I1$n#$UnS^OMX;IN1zi8Pl_bhaRfv(w#x2k+#ZFN;I_t6MiMdFC*r6RZZk7MEc;)Rus zzuFga|1D!-Q$Ds~r_ar)7M+)~GqEcFrAbmhizVVS~H|aGcXPg<@$$=UI-9x2mjKX!NXH z30?wHqr1psXiw_}1z^fxUmQvr$_s0u=CJ+ojc1HU-54Gs%1r#TXS= zxDEU(jl`uw9w_};*PcC9QMtN5Zj^A+gUT!*7k($@g2anJUv+? z43P{Bci7vbe+!DA6I&~P$LogvrmE66us^yQW+x;(Y8YX1IaB}>Y+8Ch;vdBWdm*bkqtReeQHx5w zePf7!{HgVEOV}C34;>A^Zb1kkp}0J?JFsfYV5;X`mxMsJUZdunx3WIoAk`Q48km$P z>C|f#xeLg|y#mWu)rSB6#)3hlDh3##bD_O%fZnh=GLF1H`FWba4rkB4e*gYXPxTL1 z?l12w&Iw310cTPJ2OSco0~LI#5b|uIcLL9d9z{x~Isx$Eu^$8;ZQ_5XV_1*W(nv+~Z7hWgsp zyHAe`c9}|UA>Y&u$KHNi+TWkzNSBZ58b(dyN`-5v@gC7Ohw8ir1~ds0<;s0hfp}Vq zb=FS#ppV0j&|Xr$$DYlhZdtqXFT8+ zJoe2Un?0_Yx4&64ODoGeq3^HXawPlgzGv?lnFy+V{M4!beOj#BfTBy%i^0Xv60{N* z8~wvA*X8|n!|k2PLg57%fmx(DJWiRQ+xg0WX-Z#@|6~J^N%>~9X~W>2P1gmE=jl+9 zaXRkcu!sT=p-~pu)A^G%Zc{k7*;wyX))m+G_%nxR;sry65`*vWKrn{}$II-|Dwsr4 zH`QJ#oOkwPhv=TkRsoGNxUR)&#L3yWB`VZLA*Hj)-G!Kyf>WgPU$FzHO`^A-n?@Kd%^X@tMYtMh`cS&%k?Oq~-}D z7-6#QLd=Ok#Lf*T4I=tT5)q-C4s?A;VJpr%JR#+5779Upe z&!m1sC?`dcU38hE(pL8*v{mM=ef#&TMkO2?)w50FqR*c{Yh(vpy*l*8pCXP}3NP)z zbkxfT&`_V;AX4kV+ZsA}=RJY?gJ-5~I^5n!j7?yec13>y5&*f<0ad)NlOWQ;#6z71 zVET#jMkXOoVcw4dSlYD>o<^LPgu>H4LIh9_%|<@xGc^i%dmx?W?6RzVNFY3)ZmTF> zh+WN}Yeb}SB_#@+kA^ILgk;juOA8U&ApCv6p1yA0NWlpvxtrCL^$3oc?hu*0ablNY zS1{pX*h@Ln#;-~OE6iE;z4#@U{UIeWH$_s-s8MIjkOw1z+#D?HA# znWTV7`zEOMPKu)-F96yMGEIzVf>OpWd6A+9d2hPmmm$n_!h$?K*(5kE-L|iygfz?; zJ$Y1FYn3+RZ13-zo-`PYr;B~e#OwA_Ug9qv`|qg}ClVT-Jn6l(YC7sFaXlEbnfR*d zSy@e_AVVX?H6U_KeCKZbX5^s|)Rsgkfy~OM$W*p{|59!k8lPClgpYnLYB%r-!L(&1 z$f*lDEa8x5O15J^+v5EI%J7GdN_-|+;#55xbE2uD?M&^LpY~=8UNn)yfUVdfwoiIr zKI_XCxY|SJ-d7HsDY{c*scPlrWh#5c*e$c7Cg;gC{pCg2ZRtg*KpK!-0yZz`3*BGp ztx;UJY?5``y_4S-J%1i?dyb>#`H$cGF2z_XP&xk!TW)s#c~Qp9Y8bp|BmEg=N(CwD zQp%y+jD|#e^n=noh8LKMfh>pkot6<)R^eu1N5Y z49FGnSlHyO?7W4$e$eM#;9!W(ocoO+OP9iFLCb5ic%#SqNxP@}sJ`bh6^+PhyF8zz zNQ=p=@l;z)0(@e}ihQzK+=&s;X^kV1EW*o%{w@Nw3m*XRgC6t<8g1b?c1Ku<- z5;fBtvbT2N;vT~;MQ>af=WH{J|BTJy$G@*SDfonJ1on~PBEV)sIf*`a){vej^H-^1 zb~9in8BD4lxp$rqr?bzTS*@JvU+c{(tu+?WI5ob+x!0f?AWjtzfglTHCuCQbi_Aqk z39vx;9WHzLoj`mZgABS=IbKC3jjAcjbd$#(S5^~sXR~+Se=FU=ocp(Wjr!#%eTdw1 zONvsraVWDeFyl9e*(-Pa$VJ5bbxVpsUYap+qBuR`oE3%##6#%S>sws9bSa7eE7SEq zdJ=_4{(=Jgl!?Jw_~pc>zGx&~C#s|XXoz{GWoX;6aY?8EOvpFNd=Lz_T*aRQe09^1 zMJZdaT)vDT{2yJl>7hmx6#g8HO&_1OKWQJ?eB1CFdmNb76bM7fmy*^CF@zhJ9cboe z&Mbpk#f~jKVUNo0HSo#$u%M^f6ApFpP!VbI%RHxpqqK)~E;r$S+0}kPEt2m*|G^#; zLlCM)$h2kj5>u8p&YioHi_d0Y>iVBekPHg1bY2al00J(M9M-G9NWBL6g)2(^>izp) zO%W-;?7w@4PgFfW#GKjZB!`Q^ef3Oe$v ze0XBa0JRYI1%hM20qhQ$wuFq5^i-SgxV^rO-(Ge(d|K$GYn)2hW)&ron#&d^&bwjL zff)tqVyo;vbZDojrun5kNxCUcBLSZ56l0~fnr@Q+Ou5PHdZ9pkRQ&PR2ofv)eKizS z(@i)c?z)E?_;010keno(0_q)HVxvj+`Z4;aG8`+C^Mp_;EF>Jj>L{at0>xTOJ3%_Zf z5yaNPK|v>Q-;kEp2(JUMrk4W2al0eN+j8xichWd74m&!c46h9o@$zf(4~1o}03;L( zajRB0_O!Bev-Yd}W47T}Gkl~O9E0EBWw5@4%?X3Lg~ zmo`1VbRtHJM-xv@Doue5ETGh%*Z3Yc#*z3NY0q0AG-0#Qn3vA4l>=McUKp-;mW$W? z0Xmk9m84dA)O;nZAG2GpkQu6LY6jCF=ui$IYTXaDz+Taa;3$x&b`kobvY~I-a4rov zU9cV$sFLL`j+0i~*y*O^yf1+sM-w6` zCBiC#0beKD<;Z!QQFkt7zOC&OIoz;kPjXmx&c23FlUo%N{tfyJuirbv%<}e(Q;?A# zzKRVChS*iN<1hn3Nm();g@tB23m#@)m(+B&DBq}2myfkz5=4tP)Y6KaclX4}{N%nr z(hrBd^L_-X6iCc}I?s-p&k4ZU-t-Nx(8$DO__Ae2;-7o)z>Yk?==k`59uD4HEwk4Z z>SoyR>s2vvgOzhOC+$B+YpB|y#YiM#(g?7}n5@*E?1kBr8$5aM*kNnem(w;Zd-wLO z(#ngqze%O{_ppoT9$#Zk708!Ly`basm`Odr7hPreRj+qds4I$duXm5HQy$SH z8gx5p^!W>+(VRg1oAC@7TV26$W-IPw_&+~8JsWlcM8N)u(vUIYqycrcSWh{p zrFMnh`F68~Ma7>c5q&nseG4GLh9D3LOXemynfdE{Wy4yvY0quPPM!973x8k^Suf2t zW6|jIPUT9>$xh9q63pO%H9$ppH0jXe)DA&FC&IGu$OB0ZktDEot0K~;lR5b!xw@)K zf;?hAI26kX2?Xi$ark`PP!v$J6+5dn+$I`wMuz3$1iql?$9UTq6&=VTOy-Ht<5z(Q2{v=oR$29KX}jezwbIpHG}CBjM{MYH;USuh**c&jH^~q;4qcBO_TIbWPjp=iguYd zE78Tonp!cq5QujR_MSB&wQFbSly1(xYBJ3w4*++Id|k-%fFIQlQeI@927XnXX)!jjv(pXigjA`h|6I~52&s`{Jsq7=E(T!2^{e5f^U zcP>e)<^6mAm3Z{jTTi${DtP0iG~tHMop4L~{JRCsEd>B7ottzuH0<>L>_yLapF_MHpGl1syk%E?o3=&;>}~bWmbCH-(P5N6|R% z^yuu zJG>L>O+-7=qtoGKA7a{UK3&&MuO)8=^EM(R8}<|0a^bj03-eMc23FyEFZ-sam`=e7 z;`V5g^RdTI$GM*)x#Lb&>uE3Q(AD?rz6Iwdo_!`oTdMk@U>JH~J)i--r(9|I=Q;ge zLVj^S-G*D8Hbc9tc3DM<6^enl16sr!`+{e8>)u_7YC=2ES6%K2aBo+nQ=rp-!v89I z%rKETDy(Kf2ELx$#BKfVTW{|NEl>l}g)v>tmlXxlYYYV|S`H{~h&j1+DZ&zFXEYFx zBupef3>2=esucV348=lf>tt{lke{2mxw{YNglJiGLF*K|Gq90`fVgrrm%Qj0N&Tt7 zKQ{C_*|cxjWaKBM-sTuT=GkUln60K{SgZe}|Lo`G@=N+Hz(LI*E5FGiz!-vtwjs?g;%HNWU6dOkK zkWy)8Usxg)kpsufyxqD;??)a-yMygWCKTuiNbxcn`T zDd`Zc4pB?UOj7^ zbjidLYHMpNP~D|gzT7o44Z)qP4XDmQUII^+|K&)2XfqrjMnFhx`P2k%jdOU(QDAaA z!{>3<129-qq{!g8Smw)tSlJ-I`Mj2bi6@am+vieG<;S3)#w|ns-CnvqttEEM$ zLc;-xbHWIVMsGM9$yV%x#F%2Z1!2=cpOZ(OHnbSe1_&UJE(#Z%_?g(0q&Z8VkBCoo z7R%rmw(bo^A#6yfF`MKq7(UYr=59{HWvwOUkBcQZ41<@|xW=N8|i zg%O82jo}>rfp|WF2UX}KXz1z9HvbjTBb2I4kl6+(`UbA{;gPoMEJU^ZehU>1XBkt) zR0Zs&pXLjx>ZCqC;WO2OmurL800oL*X5Vkh?uuD5F(VMoS~HYkat{MHPaqXK%P_`* zj(!KZB!21*I4h5o$oM@fzO5{=8~5)EX$4^u{1+-$BKz0~RM*Jf+6w)S-4Ow~y0sBW z)G|~PHxE~p+}a#Q-_TE^c<##55=|6i-1^TKFDxi~rt&-}DXvM}SP7<^!~U(ET(uc} zip-~jHh@WOprZt=$U!5pH}sd>L@2GnUk4WFekGJsqTCG1R64qu;@w_TFg&shX^jmY z4PA4;%)chk30!Gb6ksBaVYQ^q(09Vl$x3wNdE?xly`>G?`3_$b*X|D5uKpH5n>Qyk zv>tL1I}rt#ItA98MIR{9oqHMN+--d(E-n}(L^MToaoAH{Kb*=HZUeg0+A_L$mWzux z)f4ug&^@+tC8~cQ9|$&a*GkC*o+v-b=_(FVgGse}Ym>ZAzukRK*xidlC0N}1pyxYY zgiK}M22Cg^KcyEhAR_SuJiZYO7!ptaT)Xq1Nx_tg1#CjZLDJx0YgO;u`9Z0+08yOW zh4&h(eL{F7Q_%+Ax3aRr@;t9%;*bmrUJ~k)*d=KL{wZc38hNC#GNyVwX|ALEi$wxoq4MA*koiG{{$&6ZRFv#V`{U1H5_(;%-?SO zve$3kh_I!*o?hZ|hgq|B@eh2Sv``Q|B|zT6Z%uMr?Wf_9`^E0t0&ZAtq9DxRj2zh| ztslt(h(&n$a$<0-`_ipTYxHR?mmUttXp7TrBGJt=`7 z?qks3V<9dJH?z*rNuhJDIA~EY3zh4*<$4`17)e~w=?A0%jo2KUpYZ6MN22z^$v8Iu z>9c2I*5-39(c6*gQ@@FVbq3>TEW0Jzqeq4U^BL?xp2>fKg3JrbG%4$I^xm+lDq&9< zIYZH;O^P7bpy)tgJ%+6PcPEMqZ8n2|VMyRwOuLR-gjP)D!_3(s__utR5Q8!ut4RGoYK^-U!rW;0T&P6@pF3)^n+!mFgwH z)X9zcPs~S*&@a9Sh3?%i6kArlk>g0{9Yh0S zQB@)jUf)X8eJ%chQM*GuZ$ZM7;*>EXY_yKSJUy)^3I*KU{&mbS8$mkFmr35 z2wFS$ULG~t4J;xcTU0i_vQvw$?GQSaJ;u#keYHk{41>1!2sCm@rdpOUW}=lpcC0k* znih>|=^{3fx%88q{sVt4Xgnlm>y_lBB+~q6Hlcn!p}jFpbPO0 zE6{_kDlceBZon<+9~ovV2nbyIg$ox1AcFBG%EKQxTgCyJGLC?bRE^_Ity2(HMLOIJ z0`g`*zfjBYyhMx-z;2dY!Nw6o0r}1h_xqIeqbW=Et?s(%M`!&r@*PNizuj9ftG(ee z6K;^XH`%U#Q8`(5-7ShEg}R-i>E=a<**Y+KqmRi1Tels+(jb2qrnL+UaqsAJAvvUx zl9DB}WP0^aAr}MCVn0cSP^N)2$C50AdPXeNumq6v@M>K1Ey9e(j2a6CTefw^qJK$kSC<_Omj2RV`{>qi5%Uvb}F3KC2_h${nq{Mx)wng4ee6^4X6r^s| zo4Ke(CkL3sUw_D_0d;5Ap`$bEHIGG*F=r}atuCA^EQy!_@ z>(KKSozuaYd97jqYz7b;bbHi7Iuq_V^_DF&3~pZLI7{-Z=Ny=gL1yTM&ggq(+E=5) zeP)ns1f)2p%$}$ee`o=N1xFA1vw`Kpj>%6RagI=rIPE|q>q3dNp^Kq#i~D86hQ*lh zH@p^aNIaMo6eD-(;l+RIo^Dd8YbG844irD4w?%+RXrs@L9nTO1$Tn^C{p2SDB;_A) zAu}MU;@6kyg6Ps=3T$Mhv-rJ?&V!~0x^3uT__+$PBx+?cfbNdEK^9jd;$0eT2(v#k z@!v2mu!bJPt(JG*LM>HUB{E1pii>l``&dq9hDt3MajQ1r_KYHxaTa}Bw3s?+l3Vwu zY&$MN^fQ8_zA%ExVyLr3@Y=#BBjH-k*c-We^72B18xv?CrI`c~QPBNIjDn0{lA$+; zQ?|z0ArjD(#nZ9R2kBm&)@d*N{Za64yI##b9FcK7b}gG>(m`etjeRn)RXuPU{p$CB z+)-`@0$97Z11XWo;bX%TN}_*EdvhRqW!s;F#+l%`=K$HCQ9m_q+HF${1mFQ6rxFJy z{o(T6!zdX9HLV$^m1G}%>iEP3NlGJ0sG;D5Z1}b|^lr+pBm8dTeojmagn*1+aa!cD z!1ldt=)l{s+=_kbhw&mCBQ*h@HVRSWCo{)Q;*h6ha)B zAt3hwtq;+E=rFm0>yk>9idtPj>$l&T%Ib z(UFZ69?JXCv8tYOS?cQl%|a8&BhOQcTr61qdaa;$7jeX$J6nd$2PYAw95=??JILEXgZpN1|jMVX0{4vZ_?z~C?w<6F%9D@q`3b*Zi?4a{8naDCfFnqMpI z7)m%Mudjq#S71&XRUTlYk58AYa;`}uHkY&qQFkRH}tS^0iE*Hy~LK7IR+ zh;M{Xz?MYuF?e`m~yHn?xNCgJHzAg~ME@PoL&oLt9YmNmuHy6&AxEdX%4VN@Z}A zuXJaC)qkaU`75zQxb|3AFOgyDCK$EImp^vLtRC4ndB&OLf_ z01h7KveDc=Kl8wU#KHtLv&KgYpaK{?TYp?urbr7dqfp3+&ei}^1y!~4bX$F>Vu{(=|*wqUlG zS+kJ2hz(~06QpK02;Pwi7MMUAK;*0?7V1+2ThUptoKN<%J%8fy6_di%+*v7?!w0Qj zkvGx%?;TGH4BAhf$>#63z)jRmt+LYJ*A?IK)F3YH0Gwqt6*pUmS_^mv;#DG2*oN@p zlG&H~6^FGyyVJgEJ+s9)&*oJ=O|~Fg2JUQbV5*64bl`I;0fmkMf~ip#9QZxBBzw7C zz**2I_5qQs(Hi%<>QUDU^OkFC9 zcr5MiFYxFWq-Q*H#tb$(uZknF!%-27aBR$0bO0U%;-kv+wb$?I9h)r*F#!H<%W8p? zxj6$-lPLb_e<^zSdB9p|-37m9{#Z$wDhx01%Z6;q8S04C;Mbg9{0W1`C%!1kpm?Cb z;Kd(4UXsEdN9wIsCQp`1-IMD!fBqf+VGAS2G|yFVE^5-W>GE%HY!RdDV0qV7qYBJ6 zXe^`)c%^vz!rm^(O6a;&0K`8PIym)qL0`&z2}D~D*2ax<6_l*=vl+P`sbS>pWMN-v zLLxhtX_ym3L(-{~C3LTw*3x?-JpgT=vi>s5B`n?E&Q5AL4ePVydm}uuhG=00f~)N0 zYVF#)cbu)iQ`OSH7L|?f3u6>%q1Ac&t5^T87JwG6Tq8=ifS0CqxZ%g&?GYkjjsyJ_ zUSmTVw4^*wdN_Vkm@J4?qMk|nMYbh%AjdneAssH+Vn=-FsO|!cRe#}{l3>TQ`nsXg zZc_7++t-Q<9Bjmfa3Vgj3MChai-aOefhqMSt4}(609S4uTfWGK5g$71e$D21l(=zV zH{ohQ=)vzATdOhv;~Q{amt6-oUN-K%h@P~E^DJ9coAxWy7G-3TeeiBX_%67 zg??_z5OdBVajC?qQS3^l8?sCPyLU$kd$fY6j}8{c%$7bu zK)`)ra1GI$EKdr#3Q89_La90A0gJ?~wDe}{4dOD9s(}wBA(p(mHLO9qDpD`ev!oEUMp@}YKpNg;!mOG<=-jP9lDBD zgK*Y6>RT%b*J_NmSjzG$`WJ!Wj;!xi*0F{WiUk+AX2qxlzQV_bxfNwAOOgUr#+_dM zdc8EauVlbcY4|}BQ9u+t7jp_fAgKf49#!*m``*pgY2fD@XDr?sghG_IUccW10Ck`v z<$*a({5okwi^d1_&O~Ic7jqGNhWgI-!0WEg}% z1lxhvq7Pg_MD5q#n>(~j^;os~`b#em_KEu(c;EeAI`toAN1a6=-JdE>p53Q1(dG?ht@Q#cN52nPa;1Cnq3GwFCK1wxdza9-W-2S<`e(jn$O=nuJKkx6@GFVr? z$yO)TZQCNYww-RMWW4ZJtFe0{duB#-jqE@}VeI;(=hi4+y$M~9o*rew0BRfC^@T`j zum8Ss^RbC>!h_H2D)-MnaQN`x{%hYIS(&{~t0bU>IeG*E2ssOb2;gT9unG>AxFu_g z_i73&qGJ=3I%SQ+NkaZWC*?~@45(y4BPoOC+Kjv>&sYj$iUzM6B~0dpYJ0od&TiDG z68F)$;qTE*uDei|rTG)hPln!5h5ZT!YM&-th3XNOw*6jmZER`CosB{o4HTO%^K_1k zN~pZP_pnykHkXy5XJBVZ#A#~j{cbuzl%(9_nnHK7h10VeQ3Qhyh;$PP3^UR~fcmWA zqV|n)pxP5FoTxpe$1U1ay_lV9*(dz_t@~S=X~-;Uac|Mz-lG2a_93?$;`P&eCyir7 z45$8s1vG*Sf1Y_xIlv&{TMbqu54CqgM=!trng4W+g*!yHLrY&igKv(;5{$`$%1Pk`!#J>9A{_|*Pv&s~}C`aA8NUIbUSG&uh$oF&u~ z;9UrVUFKD)6t1@j16}t_LcNd?GeY3)>h4Di?b1X4JEz4MjODqcyqrAx^&%$Nc6;EOm2)ZkjKq2{X2$D$??9>z3$9QwR3aAA3|L>3{)r6L)}{FRHP~!@oN^~ z+e67TEj8_aRu*loBGP5TGd8bnhRQ2wcvm6Z`Ir^3_rmjm1K-WgzQYO;E45_cDsS&p zeT_XQ5eM8Kz%p|>t|6zdWOYB2L4)QyYoU%9PFf#ba^`(iCoH@hRMr83Nt!IPEO?Nd zOpgAeX{cgNb`42qjNC0)EJ2a!fT*6%dRStf&R;MP>WpYbdc%bYNsHP36kPJ9AXtqs>kXt&nMgN5R_ev z)0|OUbt0lK4#kH@Nm+MnfWh3hxzK8Mq?x|(%Va(<%?bADUwn^kamWskhQj8!HFITI(3)4&H9 zUGIg?ih9NY(p##;h&f^{p3&zHAe}g?Xa4gVp*WK2!cZ zSrAb^=DFpVzgK@;LF%OTHT8RQjFbESoj1w<$G8cI(HK?%^U-fZPH8`U?Fi?ge&oLs zWhB(!>NcKB{F0D$P+)*43v+_$LWR;@Z^bMK7RV?W5kE0zZ+pXI$-kTnU#_9D5CJPf zY>Erx6>mpzC%&OL6Tk*7x%LOg#;P@HfeQH+4eS_@g}i%bD9k zrA%X_MBD6yvI%%sBxy`eeV#$|^M%0+M)SRz^GF7d z_;HEhveO$UoeC~3@5Tl?kkav5n4Gpi+pj-<+{Vh+q47~Rjyc)tVPbUg zV5(3uaC@}ty#Be{(rvIFUHkM2SzUk3T_t#5`#c}~M+9ujus1gp;b_Ht@%jt=eD*8N z#2=ncOZ;-6f}$!A8#$&B(~wCm_b&~hi#f{P6{Ahle{vHjYi7obwRbuOFITc_QQ1eVSS&3L+IGt8z`V*3f9fvY7*e9Qmo z0-4>WKYk4;+I94auuQI$=@PktYMwdv+%~8^A;yep8WK~QN>!HvJItV2+GmU`O4KVmeVOiiuVSH zWB@5oyn^<_MjiR=Upp#TvOB1%3%-p*6v{xv6Kb_+hIk|gG(RkzbZz+af>N=W=H=Za zz-o6y#P;N56DC>g+NUtFw{}EuC^Tlad37@)4eo%!Pev}K_C*LH3Sg5(TY}7%4pp}n zW$M6zh(#N<=&}>68q{5e$0V==(zxO5Cy4B6oW69O0((4lo6Z! zLe{$fRbFo}OB@GAuo_I3hw>3Mg z$ouz9QBgre^R?b9Z`VT76S85wRaNHcxH#rQ^akV4eAoI%huWGNhNiSn(Qendb2ARl zeQQ@yI>&g@05L1{X`b~`!!U#K~598i2~+hDr^eUIy}q7eOKDqeT|>=9n$nw zy^_+A7S;-%wf>vo18}*r8C;uFN|WANQ8WE}@|67T^xOv2CYN2Kq6efWtic%ji|CsF zZ*-KCgDW)$nlFcYs?g;Agn4Nga<9hbb$Jzb-B4m`u6u7t>FrQ|G!;WPSnxqZiv^!* zh*^-GMQ48P*BTLMmGym+i+Z%XX-Me;UxjqYO0Tn41Z`1-d$!U9Issq~Yk9(*faje2c_Wask9v}VjQy!&W;^DI)h_$Hp7e(oSJdL>dh;R_#SumtlNRn zS-Qis+-C#-33Z>FJI5d-J+yH+;c2*uO16NBiZhSfwTUa*O93= zn{il)*__0RQJcz{cAE0^)hge2Q{PUna&apgtG4R`I0IU_Dfd#v8;RZ-NdP7t@v6~+ zioTA#07k!mxoE6YDG?dS>0zW7T?olXx=n|*186v*y#4xmtoa$N!>RT5Q$6?uh8~H_ zOGn7*!;gD$NxTM-?pFeaCaYo9*CL4kkwcaLa^U8;tDcWnm@WL8d1S2GRZptFu<+L^ zHA80({Qc#H3a8(q4K1Fi*uNnCfujpGpTv7fTR=Z6MvvFh(f7Zq@UJ6r3p_QLW)ul9Q2i;g2a4t7I1b? zF2|0rm6w~cU)L7+ra6mLG77>j+kP3p+qC6Jqg_znyZ} zz+u*P{m^?x2u**PpLlGGu*$op}u)7q4)76fmEN;4@9V;|LlrN z1ow*m8V`L_t1lI1{$eTBKk*7!eDkR8t~ebGkl>YP?H^ z1iChzA)E<}97?g9?|hjBBIy>b&jY`A*;M=U*@)umy_wyc0kpboq!L^ig39_WTzG@zhDr%8P7~I!Fl!nym6VabsG&yKu8GOByWdUZH;4p?AF+nZ zJT>eMH6?QbPtLd0`h+3@yZyq1y6dltF@bG<^2D)S6ttv-n{oX@(Mu#rM)P*<^dG%o zsOycp*1sz zL~33Vin@j%%xHyCFSjP5M1r8{5xjn{20lkOK3UJ^q4Js|?vq2d|3hwL#P4-f5%vbB z6BGA*Tt9foki^kP`+?($+=~r+@PVOc`OxfEr;qkj8Qkd@ye_XXwOJsliT-|{Is7WG zIL@0tKWW1v3QEJfGMrIGMWtxWIhL1L$N`MIQj1fYi(=}|axc23$*Z1549#SPGAkg_ zJ8u!9=Y_D0-?QvNa#X0Tc{HMSK(+uCDqjBk=^pxSClmS{%hlEcocz$@d4f z&R}fERtaW6;pT$HCe8O53=sD+=dFzNS36 z0|A%|NRRd(GS}tr;ELf|^H@a!Yg5|E^aM$3x_$e^Q$bWiUwu$`BBdI%E1Kwm z2JL{yw+!z(;ht(7EhU#n)8pqEg2dPte~=@fKc^`guhvp&GE4Men}Vq+HyOj>GG?gP z`t>qJi6IP9upwgKze!JRJf)bnxp^0XmErVvWNd@KOZ}NYJ$slb5O_1*?yt_r*9a`Y zu`GlBqBa$|?LfUz_IGX{wcSydqV4S_k~?A^3>|Eqi_kNttZYc9Tt%uKw zAOlGc$H#5|)^L)DASd@4s`zQrtC;=~7`NdmDCop>9~%d9QyLu?_wdtqzxCg4aL~@X zt-5c)_(1{Nk4ze;d}dN>q)F1CaD#z|_-oc>H_yuX;S=$znVEC#_itd{j}AKe|X5gasAk13E=CJp{#sH^sgoNl!$fR!pXO6$9mhiho=|x9A&|E z&9R%<&*-`H0`3OEfH2zlQ_0wH*u`CGFxxfOB)%}m`4O_i|Ha%9s)18N0(&4T6B>)= zAc~3C{AxEOfe5!mV{rE6suP9asR-`G?Y4X0zRh%Fr37PG@k8XDWZ(aBg;{m7A1E?p zw>S~-3eEkj{LD}HbmkO&`tC!=MLYDA@m!oLMk>LZ zw#+k}pb}gOA}9K6x)=RNO&(ew3sLDk)8TrfzLUboRsEJhR@6}lB1;FG(BHvB+Cmx> ztXxPTh0H}dYX%AL5a6S@IL%pQ=cj0qNVRL%4%Inu<7;J;jzcCU4_J?N4dtWw+v?ge zZ35af;eFo=lbP*>`q}x{_?3?|)cTCDwH0RpIO*GKHb~DHjqbES`vjmQorer=3-zS{*FbIn7iM@0m-MfcbOETT)*kph#EU+6U18@)!zw$q{IK2JzLk{bACI@tSShw(@ zX>+<@oYJ4o$7Iie>|_L%AQWU+NJ^X(tX>0ukuI53jWWo zkCaPP{miy(Em#J!r1;q-c}*VsRNm{6TDs1~|HobcNK3uYgp+-LY@|K$a=*EkgOaR^ z(u>8L7Nu0ry4i1mqN3l_7COE^4@EsPeY$dDa|d{ZM8oz~6pQj^&0Yo8pxSK-?=10_t%dw)C%ZO9MmLBL zgyNRvQDfj;=)MiwIv#mTC3loX<*EDwyt%_b&kn*&P#M}C=%=jUvjTaJhLWtD)I{OUc>J} z`z+eF2YuR1YaqzA#0YQ*iSV4cmLhr$vsLsBuZs*17rPlIo{e>X-+LZ}&8JKTyeBcW z3wuds1WFKA$iw2sB?w*qvm7FRr)Edhx!-6V834j1aG1>>Gb=kgdn9We999G}@UloB zjQyO;+(?+}hBf10jpiryVfQcV+qaosUCWgsM!Ug9gki8^VM9cT$poelYX6&*?~tdd zmBvw3PmuqS@_q5*-Y^Mw4(`49 zZU!%`C6eUsZVAFO2%KD`x~XLaOK3%|~6d7J*`m zDj~8^@z?<`zJi3ikxk`%DQit{#(q(niJ&Jr0HP6tR_3Y&zEwNLSlf2k5h?#jFxaO& z=;x8Bw97>HbD>+S5+C>A#dSE5+llQu-t}+P6r$i?fw%I1KC7T)f$Lw+ArhRugo>4|KVioNW1@nt1dN47h{rkJQ z%Y+0u%r*K1D}P4zc((HLiZyTUyQ)N)PY1N`&;2H2$``#|#@=rC#nQHJddE(vCU3#H zx|}Y#MHL64c)u%=dBZTDIlgTTGYtw>c)a=E6^+{Lo5f6n(#7A0-0cg>B6&0v=yw0q zF|)zd^(P!CF^yKx9Zf@gemwk`XdNH8g@EKQD_3E2<#d!MT-#h;q zr>k92rK1#ogghq=st&jH<5xX3z{A7^AI?*3jN$!D$7j^bvN}>`e{YtQHgaId7j=-eC3NQF;5PIm)gDDU9 zX+X!Z2wG2$y6&AqXJ*i{w}HXU)zU8Zyb3iD_?q*1`opblI!8TV3Ks;_*CW=p2&J%)Fw;!?)fp{p?dAL$*W*sxKB(#q*8(m7y=Cwt*B(x_xx!(SL@60^}%Dx*W1(jeAs1culq9Q>)j zi#8Mx6+&?n1Spw-)dc+6bLg2nHUY*lBtVLLiIa^6~@-~se;87(os zJDoF>=>f{HikU=mh=g)YcHY-@|C?Gb44h;za&uTy=Fwx6?z{Jk5La<;9ol()?H2UW z$nnDFv~JTTkhIkJ&E2aWfx$LolR90@%U3EC^uk&dTwDgjApi)o8on4bAs7h+nz597 z?J7}Zxvs&7jT~X9W4~iAtA?W4FBfVJK|8hkwU z-2(sCKsWRJQYn8$q0e!``=G9b ztMyTv{C-g&y?&JzTp0JdI51WpkU;J!q|E`Mq*?AD05XSkioeaQo-{A13d-KTG6;0m z#&61X#r4%b1yqzt1|=q)-qh`OvD$G`-Zoy_4~ zwF!1eu+fwj?sxVyx^VhWp9`W*0=La-mo%#G-qY0i4?P#E1%C;DeipqN#Pdzi^=Oo4 zt?TMe@!B&vE=7$^=Pz^oQpd06KaAkWJZRqA~*yX z!S-Obdc+L3v*~L0EqtGyzdw)0NUn{nZ+mZ7#WeiC#3Zw%h653C|JneQDO&#K=GRm} z9&)j4nGPL#3?%T&G5C7=4yid`jO4CI8PeBi1Os#NXTA&8VJZb3JcAjVGs$C)pP2$B z#7#6NlYiw^9Ef#zvbNQ+9YgStNazFgiuhWZj*m25Zhb;Y{3dd;e^pbEzLo(8PV>|> zhYIFH@zv>+D3qxJJ`WkScqK9^#`YzpFCCk$#-HR-s9Upi{V-CAARSpSs*WX(o2&i) zmdIS-7VA+6vp;0M0nN2Uuca(4esrW|oJObf*2`RRG>gh5ug~HpWskGpd1=0F&n+PX za+L|1nDcvg<@JtD9ygqQ;gjg!&dDAEJHv`wk_tPHI@_u%<#Hmq!7!eT# zPtuHKE0P!hVrQdkP>SAbI&x_kw0fvQ*4;@7}cU=U+d%T8%*XQXZx$CuNTpEGlulUu9p;2(g#zA3b7O>)nQ#pNI_r8pKG8mO=)C9qU@J z7JW9gZ}qjj&OcrPyNdGc!j+_wJjs-Dxwf9pw;KvEWW2XUNJR!Gke@^-D2S6DqfC74 z;Ic;(0ie)4D17RXMp_Z)mcIWlwcD#cnhU7}!<;mFH9`!LM-ROqr&-@Of;PMd!t$ByuDoY+H z9_;6ywQ_a3#QfYroP&-`AgLJBV)^|<>Cz}W2E zrH?X(P& zM>V~@Uqm{_sVw482)(INLf6|S!s)!y&jl;O1` z!XhA|8$_jHh~b8XxU|mC41Y*# zf7*1mNU`8V#Bj`hWrdXrzPWkxZI;66Fp2Af6>Hh03m3um2B=HS=CZ2*rJ_fm_hDgrGKfV4BeYKNAmGwBS8YMa zkag%5YQEW|tV;e2C?k#B~B7VJpN%2$C5+ONAojNi_ z!$B*m18w_N6)|IS$)^)M4cf~Cfg2fj{Zyx>Q^1M>_N}~Mwn8GPSqX9v-S^+9S+1a( zvF*LaA+N)4+q;agT7RWJNO#x6#*dq_z|ER+g;`jx>smA9`;Zqpc-X-IJ(Vx@n(!6M zD4^67Kr5m7*uE2IpS;|50^07A*;cksEU1{|zTuBhn^+S>AR-lSF`5#8k z)nm$V&MRTV_cc{kdu%(s-C_rOc1D zB4TH$7#Yu;_Q`g7dfq)B0DAdGFg}tQi3k% z$KhR35j9HxT?`+J-u(9~o*gwb{M7vc^SY5qZZIX*>s<5wE4B=#>LqvZ$B?m(OfzWMV89To2okA>{Q9E&pp!=QfvHwBv&T_ zLrDdWX}Bdeh5C`niNZYDKiQhT@)V8{YW_MhafWwqRr_qq&-2|1UN@#GJv^!2v0Q7b^ooy@D ztLwaZBaq-V)(KS54pe6aS<~l(w~xF_IB&rytutM)ipOCrg%NV+zhqkvE?TKZieP&YkFr@GTGkv-5|&-0|J(i)+{DS+`rIv zEj~{)aw8SYNJ$y%5LQ1{n92zUN%a3(#Hj`nFAa)18hGR=jm4wkR_NUw@H((yg>91h zWXR2X56c5*P8Pn4d_x+4RJOKBVz2WENdhKp+`83ItO3v#fle-L_s9~h;b(0?4HRTl zofdWz%?e6NmUCGNTf(BkLK#m=ILh(hh4CO;UVIPo&(0~tSRWb@7jjX?LL^G$3BXkc z;m#+3&u-t{Hx0X=Borm`Q^Uh1?!XKqx4VLzcBE^($X2w}REuFx@a~jT5GZ%`cgm5f zg}(A9Z{nlY&&S7=`!3^=pn$}(6u^7*_g0S#rQv2oXa9sp@$P9k)9qXX zd;t>;O-)KlUu!U2u@QgagHKgdWD!|15w~WtZW*K!I`*D}Gs{rDdb@A|xlmT7NRSFY z%l<8GbKw~S6l1(G;V19g2Tcq(A4O4-yN-i1|1Cx z($m)`9@&i6@oEi-ZBKW1#P&yh8@~4hdgFMY>Pi~gP5#aqs?+QDA>GYDSYi$_^b%QZ zCO}IjRY-K#1IH&=&+-irGfmG1O;oo2Gh z#H7@bC@ff1qz_3W|5-6SSzE3M^7p^7dRLyO^xt3g7#bUen#XB%%%lM(6>f`(`7}J5 zUMfO%c(|J8;~VfSCusKohQBxa1#ba6^n~s+b}^`s@h@V6Y~pHN$Hj}8{+rD!x6FIz z!&iO?eU4vEveakA1_w_5eN+nR)Tr)XDj_KatJZn>?8DDX=| zhz4PXg^bxg;O1QQMcYe@XnggANd;Lw|3NM4+`R7dzWdSbb;OH_sEp<%wmZ22pybzv7T#$Qp7iqVryoe85C z%O&&)f;^!!>+t>Cp*?@@^lUG?Ki9r^RR4yo)1So8u_*K(w_5NB(bFtKL_z|OkVx%j zTo@T4#^KNrDv~B}3%D#HK?luTJ65QEVUPA7H~>R>P^8Es!$V9a(}R4k?b^Ah%S6wk zN&n`XmW}7t=RIBRpSKtV4|9>ps=FP2PgDlql^DLA}}3^Czo=!b{i7@zR|ZcbzG#5-F@pKSWYEPesthc z-bu;!!X;DQyOl=tfT=za`SUfS+;Qq(pFJy2x%zH;fcKGLcc|HFcgEaEr2}h8pvRM& zM89~r&;bPxOro-VTGbQar;U-3TH(BOrq#m@&4~?JtP+03nqkv&DBDjNr|v~#cKrKB z+RcY{pIKqMs-kFk>31&Fu{dBhkX(7-+@K@o=PFliD#BR;hymu=M^f~YzVX&A8_u&; zf;1WnkBe@AztIfO%E->X(f8OErwADxy(9wWXfFFNQ|~rLIiC5rHfmjRrD{a=L&wjY z^fc7xO&En(MEZ4H9%^;kx8L%)d3}8^<|WB&0iEk_xp8iD`yYOl&P35VTBvX)1q(JH z{`Dbj7Zn#Pz>gHjm>05jFw0SKMbX^+<`<}BdHPs3j z%O;`F>0V<^)hgMsf-UFv%vtf{#QmfCO_8W0Yw*NLeJQ;(?j*dUZ${NMH6?QwMnA53 zi=o9e&9(di)++;n!31^wy0uhO4$RHZ9-2SRuFu)NCjLZ9NMc;Vg`PnwY8xudH>L0V zE3$XS|Ib@%)tbn74qVP*04cMoASQ%3-k+WES-4}4ywAaO;lWvXe#!+QT0*Q9H?*7_ zM)>=R3k;-6?CvKW9fr#HZ*OMAsRpHQTl=-F^1=2gaZ~HfnmY<^Jhn)L0*dgEPc!0iSSi3V;y;S0-ECxcv5+1Z`@XBV@RCGz61r{UH1 zrp|YjDR1vP8u8abHIX+Ev3&>3?5<~XkEYs!?{!zoOwW@qqde8+v>CSO&KgdES0qSl ze673{=3JCB4%eR>|4`|*?Ye~+0e>dc3y_a|wJ_`QRo_=0o~F){FwYa=L3Y(rb`2x4 z{lGO_Hq{Kt`E;k+eZNMCB8*qJpruET8)wa>|7H2HiKR+f8)Qt26dP2S^kc!9W2MLIxa( zd{r|n^}{~FKc*C%efpioe}A76d4Ka}g#XUUqZc?UcNsqsdlD!XzT1Rv+-{b?C4ETp z>XFA6zTUSRO=3#7+~<{9AbCIHT;-!Ujjw(gi}?SdnVnkRWJ7tA_FK?GF;O zel&$0Mj4nm(-hnbhFd*SE8?uU}uHv2XJ!adE)|2ODaO-QDpwW&xYN{Z$5m z(JU_Cj^DU(qvg$83Ptp|Wm4N03Z+E2jAwPsmzu3pAKq043r?2r3GI6ppzE8Gk|I{T z_w|6JxvkFX(vOc1oXvEbbK=q~`gP+MR~?qtKj9UjuAF(T(IOR>J@J#YiExPUX>(~5u+A@spEu&?M_1?6%qPbaX zs>ME3Gsiq>t;o+3^Dme;bvYJ#=yDl1H@C6zaivnvHN0j`nNM4dvy5wYPxgHhn`(0} zE+{BaE^={P!y=?!=EMBXw!n56W6}9EZ!LxL-1_K=6%@*tUrVHlZtBLy#+-^#H!(C3qs6~nU%#HC_hfPV*)iBUmDQkI^YeSBO0Ly;;kk(#PSwQ6J}koV zAD;4=e*gN~F2%Mv+stX=llUWF-w0Y}fmrc-ECRLze*WA#@fe$d+xv^i1B_?AK~o;Q zHdMI1nQM$!*Y}7;Yoa)d<4LqaEr44`IYE_cxV2Dgyyrtr`uTU6cEg&yml{7FneQrp zXi}f}1Xqs2BlB9cYU64(tM(U!*$p>!=dn2Uw-p!nRE4JCrtCX+o)8fcnVFkv%Q7fk zmZV$QWFD-RtQ{93?96%SkP@??opPv%t6yMXJYJF+%^>8EYBm(B5ZTq!6Mf-BAel1g zChyy~Yd(gHWjT&t_z*0}r}y3U*Y`4p!x!(nxVTKb+9=0<^r(9Aud&-AzrKkjsi&Q2 zbDavldhOb9a-2e>r=%Zyc$R5H&maqe!%Ari#lw_!&z`5A29NQ(OWY@OusQww?f#Aq zgU$POzx?XFckI$I?%DI?kP%alfK}H`jqFPr8E6cxE53lKlxE6!=)xUide8peUZau5 zw9<~i20izd!>dcRbFH2w4cDpZ@wT+Ie83ntuBN5U&N4cG{t4DFPl9Ta37@#S`eWlX z^`R!T%V62^j>(TgLd=~U9iP-Cs8wYh6A@{}eed}AWM`c>GJ48uQp>}&`SvuX=jXe6srpyY zN{z_VYYqttHrI<-wu{#AtR6@EvKWi4du40hy?fWe;wT{_!@H)GhmqIh9A9x=-RSQ) zr5I^k4^nRYCpP#kGitoS&X zQf%H(A9j3kvuq&3$;qzJO&U|fLtMrrm=TO-e+)ll9d1k$i%keemU~TNJ|2l zfkHxGl2fqMO+KeTBk#R>by9*~eBSWv*-h)#g?)+?Z@%mP?ZxuC6un}Xw&px3blTnq zW-Ybi-_||vKjm8YPD~a5ZZQaEjl1+Y-L6e7UYVm|cFopTt#U4K7=MfM>%*3Zm;~EkLCI{-I3=9lRnlj@MaWC+3 zb8tu~$_A&##qwm0+VdZFerKgM5@8%e7sEw9kWZS*l1ku5yF8&ee zxrqrIUeb=K^i#Jt&wMLgJ8o-%X{NOyR=3b;ptUfcB)B(s83pOWa_WWOjVe?eGO8p| z0q;NhG1``Ld&~Z&$=`S)zM#^XR#sNli#5?Qv~zppLX=fi{mCuRE%_p*zGH||)81Ps zlrI_tpNWQy`@HYnYshJH zOSp6A4hGZdo~fgQLo8ZL0uWXxiDKu^pYQMR+NOG!ftL&yf^`3MZ>SpP`@YRmMH|!~ z?vYdNu6Tq*z3=X}W4f4J0r~m)h=x%T4|m5Qlloe1;PTD9_$flD_u%SX4LTyZcOTj) zovKJObsMJLwb#_y#3a7uXF=<`f~N6w{TGW0$14SAhBB%SUwBV1;hU3_<22D1jy$i1 z+?}28E-(LaO|P_!j7sF`yEg45fAJbupPZYWQoFT*t!rc?+0Tzo=E*@ey-?;s=R=pj zz7i_ynruC1WYj$K*WZA5%m#g|-F$D`F>VRF{D(Vt?dl#LPU6zaj&+(GuwwWg2Fkq0B%eHaqFL-#Xws0JZ2B}Ym?8rR)^RI6&Dvr6||B5_=<)dIQ!<}`^N`JWUf!rius&jWZGKbC}7#{fxqtI z==~YzH=g+h3;{x>R0MGcc*d-A$wIn&LCb zmRegxrOL2nfckH1FoSL8e>r;n0QQtnoST_6Gb^5-Nx(GjzF$yLS(#mTHcuxx`P!y! z+fp`jX}-lX)Z70U()jTBfY_G(y6@HI5=}WA-J*1$yGg#UvoitX7jdfp{B)IEdt4>?=p=2_)(8$-yd{#+&e0hYt>zwZ*PIr zsR`_+U}zYjsHn&~mn*9Wc(JB;da^-}O#(~MzAyjDDp7;%ZL6=cdM`D_Pmt`hmyz3Q_hK(Cl3Y~1TE`6@HyB8DcrWqF(=hS(ZZ|KeFms}-;!w(IvZ2c4cH8bDKwlOzV zg&s>8@2z@QT3YIV1_|jt=E#N0pg5pNL2YZ>>PpR$xu&QuB*>xbdj*TO=(#Acu&^+Q zxI9nV{JAbMf6OWaaDqVEO`OVar{+j-EnR=&i#*Whvb8LU&z~QC79Ab0nxq*h`hY6GEuqV z=^20G292bgTtgtQDYYc%uYR4K@xG-+C)9mD7w|HrjKx_R08kAxu6uAWq10=wDS(@# ztZe=F&a&>#PV3T!vA)QAoak`Un6vkU{Zkr_8C5a?7s<*APx^6X7dlUwV6?`jrtHs1 zlEBsGGJbcr^y4s@r$^!de+2A?9%Hgcky}XxaDSNWzuiEV;0ZA?l^9v(x;Q2A7cXAS z06k4~2j~sFy0wu(z$P|H-bG(OOk{TG5CPu6P725e!ZaRRH)^a&aj@zsI}I{xC))C7A($GBm|DPPZ^mWd7&bHB3k4(Q;K3RCF6QM7#^w zKZpoJA`jxc$lR~-D!Yc^&l%!IRUuhYZ&8akyrkXt<>RBhYRYknY-WwA$ARw{j$C>y zU_TO+@->s{t43NayNL`7Bg{x=5o*G9Zw5W}-h5(;z`1^0Zwi1}W(-BVW8;u^WjzhK7dZ z9t3P4xj&dNN=h7zQ;zeEh>TQ8KPSP4WQwe*nP(FhuN)VF$CC*W`fTnJBO9D~{@rF$ zt2XCYG$4m%o-5ywo15E@Iwa%nUUWx&iXL?W-nw;*EPUIa-wbeeW&vRLBV?9#FqmGw)LwFhPaE}jJCmp5p?igY&CAKl-!J+# zCY9f`hvMMgSA_nrAMoY0`_%+;`KD;~LrEFQ#* z8uYFWYPdzY;#dWnHgAsJqU&&cfAO#MJiB314L^&CF$GzY{dI6^L(O4=rLxRhG=l~0 z?d*=?Is)upbyr|6Np`-ut8{~AlX8l#Fvhh@Ln_Ms_q=BMxm%uVwuRG&tCiYc7==8$ zrLR!ukpX>Eu60aCDQJ^v(KU%D*iq9VY;)@5WoDbV#3Pv*{}}o_(2x?^@|;w-2qkp@ zVhQVaojz0X`N3q#;r_e%G*NbD|h+eTQ7)sek@+$MV5%d+K*C{3&jr?gbb??w4JBFXGz{Tz~xgcZJiZ zJ;j`zobr->r=;#KLFFFz@#Dv0COuKn5-uG*^;BAZb+2P-oB!ocro_@v_1k~`ykX3o z=)Ub#hZygOvpVX~OJz$^u$m4?D1J^qKWek^a1`1`+%Z9~xM;(M4K`%HaB0@o7a>VX zC>AlzMV(-!9tG(Lu9zZSk{QYM(q;y>uxNrPQOqz=0uo`4V!G!B3H1>FMbc zp}&8X)%!nq5RU8|mH)@BN=i9b6Jp@BC(@`R`2MakW0#1Dj;-4Y~f~&*zNv(Z+$5w2N}|FlaX4+K)^48qoW))*L=h@9F#S zp$e!a34Xz3KxtqEp=VK1vF0s#ByJ#JO$Ce=nl&Hcz4%cS@Qds44GNVvPQG32wb_k4 z0xmGlTlwyt)W+S?AFr?6NON>y_IVV0F4;^Y?dJV_v^htvw=y`t^ub>xljvz>)NYlu zgudhxT|ec#Tztjl=5G7Jo+8&-1@8!vGD|(p zu#z@XUgFFddDIiUsCMpdJ@n>tN0*ecvfmpY=7gU=9YFT-3sRfIZiD8XfA;KI|1swMZ5hePL1oVW^N&{b;c@=|cB@>uVi)~_eCshhu&=Z+wK z-Q)+bl#7?s)+TCX(5+wJ@zH|ba~M5@rp`VnIdLVoE@qu>k&8xLf81DH&#tzJqNVFP zl5!nJA{5;v3e5yxtuB2&;uA@;iSvv9?9r#Z{^W+S2TrWE1+P$USo^fa19Cv@US@0+@eR0xw?#`OS z!}HEu;9UuUEbHlK;rN<~o<6puq(qQu4QXY_35U_Jn}U`B60)+YqM{y)7B9BNbj~kY zwS_wtgKA}O-;ifJI5eZ0qMIZeED(3D+!y7ADnJb{7!`D0w^Jw>u#0c+@1R+^@&U?W zT%s;YVq@X=H;i_j3*7v}K_=9b0j~|yUT@vB=^1zwDc_#=Pj=mYZ8(cm=Mxna>5Dq= z)2C0gG6mjfehLo*wHaB`X#e;XobVY-D6iIAYesj(CIU4cz75>M|~K9^}s8B}a{CZeJ- z#oBWM?+liolZ}ln4z+ytcdhJ83P5axb_Fp?;4VOXZL&^29W!$hp^0AG6gJ7JO`&i& z4fu&-)EhNW3_j2_gB0oB!q4|VqF_7b4_$cwajg3t;K~+qF@pRy?^6#04j^m`l4U`w zm1&8`U!1xH&q4V{;}-E?Sh91yJv4-(TABcOX*+<6+T!YlLSD~p$#AfwaJ(vnC@5G*n;U;`&Nw=C%7G*_xr z7RCb|?fHtD!<(3yg9i`rVg?gvn?0IuKblN9uRwn5XoSYedMyiMC=4^GlWMcgv~Z!O zH*d(CA+|W*o!KavHL=!^c-&Z)*`j8a^84qkPDI-&76zUp{YO#si|JR6i z-i)mVB1D|wYwzqOs&4nB1Eb@hJM;s>1oByg=*VQ8DUnWM>hWi-#uFnbVIU#};StlPBLEmeE>-#O5~b{n-QqPblgO?;jhOnl>Z{&rA-+ zkckEs4)8boWD~hC;L%{Pee0**Pu zO6fa^{v|CQyRLhzy5-|j-zK!I;mZ-}$3Vr6pjRn@37>rs(?N=~vLZMCwtt^t>M_cFIH)VQzIMD~)|0;PxWx1i2jr4fLMj ziHV6W_ojf_2rrUqAVzpl#12x&lF}{zGH9ByZ{LW*WG%yjaR&TWl9Z58z_Olfv2T;` zMIGv3y1(y8Q?}Vt);N%txj%BS2+;dYX=l9v_Rlv2G^f3^>aLLR1yy2h9p!_06utA5 zcViZ$LtMi(54a1mNuQ+*!jz8HFls)6V?kV;Z|1P)l9Q8z@-dtJh8FFAEwr;ZkbW z>k&mpKJ!}8@yQIlCVf~_ieP?87Dm1N!dx5Fk_|X6Qe005<{*jsMuG9;)awKuPX^&2 zmHCzLVNvj}U%!;|?aUxs$=P=`?jrYo z&aeTIn4OL76p$hJmxHW-djZHaz`_Mg|{3b2vE8jXf^+R8ioxy4&MzyQpSV#1l@nWsJCG2l`B_#&AEG;&0gJH4^^%f;NMJ~ zGsPca9?4E{2N@y?yF+csBJJzOfyfh;;~cJ7ic0v8O@idCj#4iOkcWkTwqNs&TE5Li z{^4$!YRGW0sDVv!7d%WTxK~~9w~A-Z+$2mfNQ41Ay8xsWLUDqFGDgn!WyLb%(#$+_ zPh=+6X=)_N{r7B}Np;k%>YAD?=P7g7@eh1?P>{Hi19Y7v64X*uAuUbRD#^v+k(;pk zX_=0Okrcaf+@-7PE+L&mL321csxQVF;xP+rN`e^f>gOL3;isb5&*T&BkwWb{#x6IQ04(V~C|jwY|YH-X#p zBNWKnw`b77M-x8}bDFTAJt#KWk>x;~)*~fB+{GyDad-b+Y?Cs0x5~5#UDK@cMtK5B_VViTrE~!UOvs>4h=;mSzBZM`t{&j zRsRzA%D)Sl9IEZt&dy+F$s*`ZL^NZ71`OV(laNXjOGb4*X-pg$%q>g1qwJ!rsqN{w z)x_M7QQHIKn9=1AQ({sW8Z2Czebt?R41Jm%Elxo}!z|*W-rwKPsgWK95SW6QrHBgb zQA|uPS4%016sr$+zg#*vtoopUoqp-}&+HfN&%Vd~N(z0JY}Q87@#nsv>n9%ORZyT~ z5ukM1$&))I*P+?&CYijztp{b42$I@$Pbebd)a?O6jX+kO|B+K{3<%#;;5crU8@ku> z^v)|?ROizdS5#Hqj*iad&1KD>4Y~%>x!e35Tb%~EAPbObPP7~3hc2EA$PR%=FMl=5 zZ7Y0#SjNbUj5FoAgwTz3mgxw4?3|pEAt511$STP|1!VCfjCFr3vg|lPSS!rChp0D* zgNLxqP>!a3I^h3cIAD04cv=7&>k>7Th?-_+_d}*Qgv28ht7JtXs}S=BYMtY#bo~6R z{i+Pp`cUf=5eP-gFhRfBj>PhS3Yai}FoHb9ItJ$(3nrmE@cIB;3iu>S?Z0C)A?cnT zF*~eZLdh~~R`msJH?yw-+b`i85fL#|R2;}#nb4X4BZQzbliJuFXyMZ3%T19NP!@cV zNz#F&1j_3fQ2jf?CrSFr6M}ln79&1$s9qoj@oXoP$IqQR7mI+*sg<2r>P-LdDwPk~ z$MypifiC}aYvZ1YoZ>kdcmPN>hYlKk6U=XY`r5KJir`}4-AP)`;vkAZQaNs$4CWKT zTd~}ijg&*cJtkdmAAnM}re}m!1qwS3V~}0tfDawE8&W@i?p&9^Z*mLBivvZoBVJKYZ1lAaG&|u!#lqC1bCesvSzzJ%2`!T#1B^l6=WJ=+W zKvHS~;=3b#KOYI&x^=75&knCFP{_!$a#cd(cL2(W8VzFdORZ_z8>N5mV?ied;ObGp z{Or4TpY}cM^3$?;5_2wN&apOD0dQ0ah=dfFnVE;7!5U-uF`cbLR^CDyFhO#00v?_G z*?I3BvKnd|Kfj0C&VAut5MS1Qexn9it1V@JN~af?)*1xgNu)_aPeG!}B2+o7VE_U> z38yuo#uB}XkZYGa-w-hZ`0p7hBtRV2p@0IBvt2?l$Gk-u7k&NajS19Lv@hc+N$!Nt zx2_W2bGy6BJ%*m-yQ+{RAhgM$&q{y&^%udB=gvjJ;FAfI;+0z&BAgH{^E4h6$ByHuXR@5{#>j=LLOXf{?-S-q z9O?%Fr-@i1h=ILs`34UHsG$hy_9M-Cwh0{NU%)SL-OUFFK0TSE_w-ir?m#WKwy#!t z>wGCwR$l7E)B!}a6r(0$Cv=*hS`-=M?H_%gN|S~8`9JSdh`0_@3%`DehYJ<=9y)rou>go(tPM%i zg8p3{oC2dC{ey$ePM4O>B0ejUdg%BS~v%Y`-9&JE>!N$fWdFqdoXBxDG zzyx4PZys&Evp=Uwg^*3(eVrhTIv=bqWp^0^dQA(O!j4~)F6DU-P}!UX4z6k+wB-Ko z?(0;UQ?h>0;LorN9ugLAF?Ru*MIL}uQg)?0j|F+kCl?~6ZpxT{H=4vj`ni^ z>@wHcvu`P!aQ7tpF9aB{>5i&B#JSh2&J9q9>&N0{VqPLo5I>Vpe$~s#`801N?1r;EV6%-Wg zIvEdN3=?sk=@Njm1nLj0IPKiX6-Tyu8YB$cWIfV_ zc|%Pjw(r|F6m3Wp04(unWF_Jtq*=8}3EB{ZhP0=F;uUcThcACUNrLI@)M$>>^)uBV z3PJ{LflQ0~om=9+)W?Ceg6A@bRQa$hmhLdH&VqP50ANlmN{bdPVwxd-3{vn2+6|>< z;mM^Dxoc2Vz-ecaKT;!iOvTPF8(NwLqx1K#r-mVhkdo4Qv@pPQHIjByp>vLyGcq)k z!E&LqYe5Ynd5Sq(TBb_ZC?giRxVo~TQvZ)qJ?X6flPBOKWI0gB!2%h;s`K3PxKgzA zC&=#MdT!IFU@OeY|1nVY0@goBK5T@AZ>VwssuFt%%OwbqD@!)FpCgtm@(HA^r+Jl{ z-}0oN9CWO7hDZ!B*Yl(#z4EfHOk_d}JSlveYT)uAHb^38!DiC{bkhyT3&OK;b(BOr z`l+Y~-nReR7*n;Vm5*_J*s^d^(B)@pb#-;}(~`VT&c?1XP_pcXfdXe5iszr9syF@C z{=(PF?wq5OQ#=@v?91?(`4XR%@la!$oKu>n`TpR%pjk-@Sh`W5p`lK94yoZ0dwdt%|4MHv|~>JSwaQ@@5;K$$piFerYH zAIFmBV~L@T2_QC2`I{nq+uVMJ5BJ|mDW1>M(L;hj1?AhD<+w?+N^Z#4rn_R3SCQ#P z@dkm*U$37yae}ESY0y5B`C|QiLA_wg)YucF5CtSIfXGNhLsJl+;I=}EM;Dgemj?4t zE5WLD=cQ>6rX(AgCteN`aTU<(3_$&c1#0Uy+*+tkd#Jh z>ESCHmV8RdVO+Vdq@0j{;5xKm7Wo9GSOuA1sO-Xp3r!nD5fGY+T=OA1F>O#ME*;Pw z5hylw?0e<#z@(@n_5v&>`^UW(LQgnkVOqqYQUb5`R5ny32^bt=u@rnG0e(sedvne` z;B}KASzfFSx10_5nkJ$%I>3BfErUfv5II4t?XIr~3TU#{bed7Z6TKU&_j}&x71p{~ z1u+oLgiXRsV%ngBRO4&aI-YSz@4$7>{O8-fi+EDpZzQCQ4PdmI&k>!-%AVsXgu4L zXKR|=Su``S7f|}ek3!oVQo9=DM6&JO3!QhuSGuMa@~U&`>{@yr(a)bhJ9R%&8!}mi zJlX7R-Ybq6edJPO`$xCwvGYVt_cUlU*&)Gys%3m8V5g}tx9Qh6CYTwtrz*$aX`Y;K ze{n7M2OsQdin0o`2@kcs)@~~rNfYFV5uK^Kl`=GRsqoj>JFJ1l%T_-(xPX@-;kurzHv^;!o2 zASJ2+#f+L&?6Occ^g)Tva1Cwf)&D&|M;?qR+1}nhC#f^*)R&w~pM6aqIFTu-1MyVx zpkmj!$Gt^b%X$U}KYbLR%xQ9eH%?xS3#;kB6P*@nkMz4k7c;s@tm6&szLKSP7i>EV%(IoJ|+0*k|CU=uEkK_&5&54bO2xQ;^1Q4Z3ZY7TZ;SFi}5o;VUHOk0% zf+gkvlSuQ410KtI07j;&N$YRWGB^;S!80_$Uq>ni@HfT)zfMDGWn*ivbi-|2nljxy1#&%RlW z6krO}2OpRk>O0VJ!f>EU;sLYrFQ62I&!>oJ-yr4&AP!Mm3(bqjW0{+(vn!H99>9fH zpRAJr<1Qgok+@W_Zs@jdje|hcGrRv6HcUA62HTT?hpaV?m~0U-H};tT#mk zJoEMT{t3)&6U1f$l33%=&768g1yMnPQpD*(2tGo7q1(YOL?B+;w=Ahgn45$)H3;!2 zg^-w718{yD5T3lq1eRWL`iH*069^E42%Qc1G;zTJWDUTIRuA&SchDALnHaf5X8Lw* z_3W^8`DOw|MGbkBYPCWNfSRNNiH|t)9_$hqa49lBr8`C0= zC&ZoBs z$W|0mWTIW129-64nIP1Ck)xL5et?|GJmv($>CAW_9D3 z8k^nU@3cBjGsn#7z8|%`u}u&}6)sZy+^tjSwt4;{7!()06%<08L9$;Ub|`W?mUtBR zowm)vWhs=L<=6}N^EQIlv&6)G1A0Wm68-D{Xt&#!U}j1xSZu;19r-0qm`3fjEB76h z!Bk zxRmhqog;5St>>NbMTyK-b2xZGj;A~ipl<&n_rpz8ci42iTnZ1vY3!MjhaDU8_hD#7 z+GQ8co$Gs~rmFyc;Lk)g!34BFYDm6G@hEsu!g-yL42Yn{a7B@5!`iKp6Hf*iUeplB zo~>j;qCx|He25fmxkrpVGR(^xc~fb^L3$Ia?;m_v-2x*Z92=mzO@L4^L6-E5G751# zy;kU(2N?4wMjLML9HCyJUDj~9>W;4d{x}pAQq{JrlK1Nts6%}r+ij9Qz?D)ZGMng& z<%SD3H)W)!`+-G(*|-l;hXf}(JG&Q!E2!5ZLooO+-YaG;YEgoEMwa9`fWQfCI;en# zfa)wi@;jAb_Hf=PzGBpXpj?n#z@BEI6{y5^L&+0m_p!!QB^aiTjCP?hy8{;K%Za&$`x9 z!rsC!PAWbq1zA}ZO_>tDaNrec1-5A}zMZ$=SGua7jki%fTI{NrMp8GE^6s=!-2%xDTswWy4X> zQ!ER}eE5Jo*$D|b;C}2CTdIJ%apT5Flm$j!)CI{N1)1RQju&L2+wT3G>LsH5 zx7%lTjefT@-T$*K$hm@o6gpjEriL$QVU>*hiC=%Go4-AGf8-nX z!-s1>8<0CwXgCHvZ=qa?18A+JUB2|@zjJW?U)t{c|Cf$qYe!Go>2abW&%h952eCwi7&|JOyRe|N$ERnPzYJ=EgtKsOow`+HSSc6s1lea)-h8`|TpF7@@6?@-s| zWr__;x|p+~shYE{qWqrfKF+I(3C}dgEx##VTC;^;EAbJ-$IbgMPKJ3fbgfW7d2?mJ zt96Y_kCf~Bz8_s1c;ie7>p8pKPp58|i60aUsG@y(ZoJ&S2usTFPFd#z{8sg52+&BM zzOu9i6(Gm{{Z#|hJ~WiKwar>|#pBslXd#clni_kKBs-RzG&YVyy^`d!c%#C?zVUg z_kzRfd|p#Qi%MR6&B5B~fv%Q;EEhWZk2-&UkX0>OYHQ)aeS&U<16+bfKDJnHIq}lC zuIFzr02yowrIBIjpRM?p?*6?!KN}CU@UL2tCDbH9@ksj9VoFIpd+NeJ>YLK3FT6_S zrTMdq|9|6h;W7ku688l*(df-KHIN!EVHY(-c$n{eF+k~KFfX37>+b4`jgCG|aBy<* zyb~eTG&D3+#TO#m0iX5iKNa1I^~kpA5$r`n9X$vzT#vY$2%_xMz(r~s!x+O#UIq{n zK~YKR(Zh!uHSAy^G{rpM9KG;}ElZcGu8vPis)HWH3n7P8jSE7!al+uTYsXt`8+0nl z%OAY!uD-c`*96p>EcLR{slCF&g|E}G4R3nRttMolQKE-v66wjlu@9lg^pKiA0x_~l z(0WDI*w<*I>-N{$`7TH{h7hVm?0`ezk?p(NDM9Dxs+3yTH8z(Ps*6T4T?%b2U*yrH?HXX*P6JU$f zP<7d&7#hg!4N(Hsq&!aTd5;ke40fvQ`SZ_Uz;LY|>p8zi_h2J-G89f!OAR-<8yIv* zumv;^`!^4dh-y-A$9k`9*S)eD!zWmQ>}w)!EJ|QZNJ$B(=@&9~w6e15`hG}3Svd+A z{7}KFEynCbsne_WE+FSc)ZX}%A<>I?mEQQcQWw~rmAe#)bcJvA>4Ccd2K(y1C~ zP}EubKZqoiAz+=|S)yz~J&8lv#>vISmF@ym;2Q;XEacPt)7}!pR;oeXV{2e*Yv3tWP^LIqVPV6?3*QHK-=?=Sm6-7lz zqdOBKOU~UX@g_UTeXDwJYwuLY``+F(64iIM9wO)vUI|k$vcv`#pOEnA>C*&YviOLI z6A?qo=*KhJWOUXgZ#m=q{@XH(l@dC{X&r7*=VhAyNynrM@B*60gQNw zKGa9KsqkU(Zp`6Fp`jMGOpk9$e4)Ng`R{^;#1{jGkrOL|_R+77PfPnWK#$#{7}iVy zg2gRQKVM}qbsXUqu`KMFK2NO7Q@%KEWg}a(71@9>c$ z@!ZNWuR?BF?bcFbTDtgn9dlyF>oYv$(Jrn+*t&VpC|#+Xqul?(ioKWmsm8%D;m3d1 zHQ8@g?0f9_r|}mIH%yIOTeK?LV1qsRzQ>ctuL@_|H=H1U`QHeom$#gF9G#jf4}JbY z{=%0(J`rNMhhG%kpR~78BXv1&{3CfisnjCXu}nGo2{C4MyDNPM_gexR$!lqIV|=osOz%68Lveux;80Oov>) z+fk-^;+cyHagxLbRM_df75{EP1R4N7qlwp>Y`h~IjNt8@1Yh*@@je0QK98O};mB#` z%4s&UrCQoW?|gR<8pH3ji>mmQa`sedo818vU5Abv!H-`tp!mVk$e>Ox%J$Q|Yag?7 zajCeu71dqV-$}FYHZL!4|6RUTd3L&L5L(X}cTk&NvgMTqbC@8am^1bdKYm;0Y0wv+ zkX()OGYWd}>d#KU zT2kQ1R2}KHw6kTWS+Mt~9+5cFdm#|$OVOz-9EPTjqgk|Jpr{7fqpYM9iPnmoxSd{*19s$l-jT||` zxp!}K!3P9vTg=G*g7L~j2Q+Me#p0r(u8$E?gQ8E9)12h%yCM1Fz%qK=iMWBt!!2Gb z6ox&0{oZ?%<#lyKxSzK#!c&yajT|!c`k&Bqgg=)O4N|&rhZh2Kwt)dZvX@*sh@egj+;Jw?W(b zZgOr912U;ACIM9ogLhKW7yjtD6xU%>ta3FgtMu2#|1g1oB*{qhr@!L{<|I!>5e;}@ zYeIcR`NudAux=4WKODjF&70FwhhCMHz3aEp3?!F2%1m(Dz74CFWf_m}uDda???Z>A zmGRHi4nKnAQn{%AT;13hnL2(MGntPi zrk*b&p}Fa*#Fxm#f&%TFR;L7Vk_;%ULf8&`qXGjNS}vC{6J_r8-z(zAdUb_NY#$@V zw5P#ExKC$bU#`>rH^D50go&P)NO3ImB--#z%E)s zBCs3^Pkpi8{A>YyrS3ssa~e#_A>}y?ya^CFqspoTM}^?hXt;W=2gY(`s4QR1bMRYt z8I7k<4!r67{uaNz;~LCMcSqt*(b2nuZR<5+Tng|i+T1{wiYJ5;&Qd>bs66g*tGZgT zySG=1dHHT626nRdRoAKind&yvix)p)qm|KJ`U5*F;;5ge4BbT#7%7@HpX=QA`y*lD zZ3k5)6anbS`q6RhenccUx5)%Oji3$GuaxLMzs}=5KYr}D64B_8_A}w6m8eEMVwV6Z z)BtYCcDg%2Yb)9Rf}yd)qPzqRKkr8q_FZCWdrT{F3KDf6%xY+%wY@__%_Rps?HwlmS1LaP{aDm=KlGpa1tdK)Dy zAD?Z?bbL5)!q&gXk}dbJOQWSEf&Wj#OT2fcG$iQFj|Gr(Hco`gCk!5CqJ8H+yP6`J zi8%M4saT0+Ar*JdA`^S8QP4m2>7M(qvw%W<%a8rMLiSYRWEN5l=<{-^)w&rk^E$?U#dz+D1Gon z)d)ZOwsh3@J-Dyo3z*Ac)+T{l2n_$xOpPjt?hvrt%R?0s@BNu z7S+>BJodj%`WA5!V(|=SR4f3gCiAlvvLgb#98`1(5*`<3cjkjx!yL&kY@C+^`g%*< zlV?1glJX2x&TZ}9D+i}!k0;*6&wa}By#Sy_Z*Cli!VcTjtv$C=r-AbjPI_UsW?QBlDm z74>kMhoP>Cs++_H6{=DN+3(i-3|<(I$gx)#S#LjbS_x5C^C z_1dNQQ`>F2TQ5&WydoTu5F(URwecQx_xb7GM;HVx^IW#{_x(0F8^$c=l2De(?&N2V|5TLq ztk;4^p@U;pB7tL9mb2V+`32d;1nL*jfgQc)nz z0`r~vq_hg?qpVwl1V~(7A+A3(=Dv9y%M|cNCa%L?q=)`|`OJGr`y{Vj3@;ftJuo=fZ6hG384?u49U}>`emp6{QWtP9czm? zd2<;}qB#!NSf~g;v^k(Qj$kI25?%iMpiV{KBZJT12kUZ+e=YOaU%L8B%Nd9WT7}Z7 z>FJ8qY57|hmU!bDEQ&7xe3q?cW^^!%T?o(nJ#K-0+h9IktH5!j*RF^Su7uHKQk*gP~AdEqIlGV{|8@ndF2l2Qq~3i<dhL zI&e!+x>RQc^&S_#a$j#*zI5}yyg?ur`T6h2v4>PXKD7|6-_k`_?99f$j%-m$&p+v_ zd^z((`O5MN*>WEtk?^)9GDCc6Iz7MH zXUWM01~6~QAFlC(e2SCQy|t8C>e0j2`q~i+(yB&nhx3JiX~&b!R6_ z!wn<7i2kIQ$RQ#D|mNq}MzuyT3bh;dgvG(Pz;^1$^kgsRHq( zk~iR3Hmz79kZBflO!kJ@s!iXPDJ$rG>R65K4M+?l-+mx$auE1TDT&5sc`aTDIbLf$ zVxbhGoNQ&}c>8>nnG5&WRMCr~0mgymWG0QueIK6k-oxH;{jGn#2Ew@Dc#7h(n75Dm zO=^w^*C{y;6c{rNxY&-FPue-q0p0{(p>njT{Qu1DQYgN3MmTMW`qOUnKP71M*S-A5 z4jTUV<<@^o?floH@c%x&?5}T2d6oR~e0#l9aa7$)7s)dTTe1 zrXve~>oBl+5I^;Tjgt6a57*;879X3FhbtadsEq6jVBLC<)$8zBT&K1EpGrkLUG700v)1GoCr&xXVE@QUwLPP%qg(GT!EJ&; zY@t2bNS7RuYM#%w4yafVI;`XXS>q*}P3E#pj@E{C`E?yhDmJeYC`{{JBT*d^>1@Me zDKA#V!r_5 z-(ts4aLb+u60iMb09&CsT&9+Xlvy&RpUB zJLdmUj9QY-1hm9=4;5vWJ)N-kMWe zbf~9Q?K*uYRe-^Rn{(ZYw~P~<=PkXppP22Haf*)_^J_5Px)8InArKjzrM5B5j6L<+ zGX@3*n-@#BTm&2!=nb;YwCa}B!EQlv5T8xGhLHyITG1^%)cN-&AmyU3Q=OLG(8h(v zSUO!+UG6cLtIbWwYJAy;l`u~7P%sF%y8V!vo;^l97Ofi2#ujP zsF_(3IcEwCSv*Qaa{eIv7+N}f^s5Jw^G6hAWqq`{15V$e563w|NgvAMQ&JjGZO6jY zs0HRUcygg$qsXGbTgG(MQj}1eWYeQfpS*vec6M#ho5g2(qCB?186I&s62yzlQ2YiUA|J9Iu@|B6W1V%W7m3e zN<35t;Xk%%@(I^1ft6BK>_FYlSP4V^w0bN67(;IL*U6 zx7+{i!I&Cy8caWSa@S#Zmu&8EQci1pd^{&1R=jU_o=1SdPlVU*2*%GKatOgwTU)#N z-Ba;PuGou|WUi*Gn|y4pU(N|TxxhB3yzRcRN7wETqqv!S$I$72E)d)knkR>w)nsI3 zhDCH2V2##3>--k0{FdR?E!4aDk}Un*L37{uw9Dpa$1~;iZFfyhPFe{B@8OceSP8X0 z@%Hxi3kYb4o27E6HWo>1?))KePu*I#M*BqL-KeN2kfR})LhDwXWLYT2QW*jDqu@4A z(%r4Dp~2DL*s_{BdniMmQY-QwV25Tu>d0E0FY(CVf3rprcGgH#L&6iBbogMce_(VI zXWeVUFJ8k}D@gICbgzs_{ip&D zy)uNLXIru9Q7d>k;WkAZYK8Q#@~0YZTdI0T9llc+5xuSrFThu-C@Y`wC6-G_i{$(} zvcVaLn5pRK;5ZF!E}cAO6g)U1BKx3-p*9bFEiB;5TjDbgd+jZM)=}!Igz%5cZxOq) zX%~y@gu#g-W&iyNGLkSy4 zcP+s1e}wbk(#fUpvp`RhSN|v@^QY=F{HdcK-;(%}zZT-iKPxi-Qvd>ODG>XnVM7ul zy@`;vZL$+*w}Kx%J@=g4*Q2lf55Dg#`kXYscvi}{)$R9i?6$T?UDe+VN;%TVr?#KI zyyYcT2$FbvM&2Y;S;~i*N|MUny?fW6X`$A!VL>~0e|i$z<#+C#&o`yzSVE|Ue~p*bDis4=Q4{QEv0(*Qrvg#zt2vg;C}?xT0hT*^vhLPzV+{B z(eveS^M}Ieze_A5{zaMn|1K{WXxUp5X_p_~L$$w_p;V^)mAq3euN6p^WMt3ET>B#| z>hJ~sP~Efz(^g-#S{0jIAazelwfIdD2wQSr`EO~tf6yDMiUGb<`%XHPb?j7|*cobW z$x{910;%)^*VezwyCq#R|NQQi0@g|5oYvo2#Gn5U6*@^*DGz-((S^MYp$Q0T|60Ug zL$J${)*kxy*)h|$hK##*KKVcQo@7ZEsqWT?q4uHgk7jAje!Ze(-+Al4SMGakjaFzU zsCbE1FDPpDdj4V(5IYt^I=lYYo2^IqniKVjHe~?Vl@0BDriRP?`AWKh!81(%nsOm1lN1 zcIadXC&YZ?47YTL6wltFx)-)p$6RYJu2(kMeCaR43pM=T%17iguY7l|woM-EW!byc znAs)a76~D323{U;XHDbQof+Q_Ox!T_FiBd}o7hZQ4))#`r2}ahF(&HUDqR4uXu^@;^Mm>{UF$s&Q3QCe568GqfbMzjAo)ouw9K^P+SN z;Zx^0AD$x9Yv_p=_s2{AvIyD!Ejze=`+vi(UBwgW+?ypkm-sKhs>^!(1+3z)T($nq zS&$z4#c?ffD96l&)6&-Gt{**Ww5_$j+o7Zmn>v`M1U(q{_nq$(TjN%>uTvg* zWmW8?Mcy9Xf9lcHNkQo4^?!w3ls;n+M^U)D26|e0N$E1o$!FR977lkGA8q{S<_M!~rV$(+ zJr4m!3ZCA=E|;2Uw;nx8E}dRKZjB(#VT@-9DF;}c7Q3yD6c;nP&0kz`F=+=C%u4z! z?6}8C(;V1eHcSKXvuNA4zw;?$ z`A&#-tgRR3HWZHiL-T^;_uoT`t%7rVG%S_fRnlTw+U;d;E7^F)P3L3&?#tkv)VVt* z|095+P$Jq3iYcbA+4>N-72#*=^yQH8sLh3@)6%eN7wQGRj;Il@ z$CX@v8@9Q!d^X!JyK$F{w9NFwq_w@XmmY5U_f*T+|CQHDNmZme# zcz@=|jOD|@v2ThmFYbS5Mtytl1e4HNY01m_f8BI1`^-O}G)q=$-q@S;>>%JMzwkhM zjDME!N?tTP0yx)Hlcf8d9*q+T`6(3GZ__1mcJphU%M+KT?U-hwd^o3Ymk7OD{|>$0 z<5#-;-Fb22Ae~Yf$_OJZcML9(7oZExWj{T`uwQn;kFzf#(l)ho)&PAuEk1@9YM~lctbDWG>lu7El|7T}1LtPR!@e%PG{JOCR4kaBu2dW4pA5X-EGG%O!K~ep*jO z@(N-F!It)qSpEdV4~RpR6K#+4-w|6K9z_?Cu#lyMEjqh}69MGz*TO z9aiwqjd-RDsR9~zySGj=FV7XBfDQ!HnNR*j{crv^$o35!x3F>Kw+;VG@b#Zz?w_sp zpY%2IuDAbD9X)xw}nyu^8wg{`rr4`M*N{f02;9|Erb z`VaB{dpXnpM3-7HVvqW(4=-{u3J<@!Z~Jm`&&nVA|Ef$rQTQJLoZ>&bF!vvEuB*aV z#|Qke_%9aw|MZ&(CQSVEpK1%K?(6J6+_#@+93k~OLF0^ffp(9ijeYzI7Aqy}(DvKx z(6K0A;dO$;nf*4}vPljj{PHIR4-1ZSUz4-6D!NItXk_oE<#!to{5X5&irwc4|MffC zub=+ci{(#HO1h`*^?RdI(dU4$U41xs!bKd)Q|Mv-Lh^r|wEy*Y1Ooj1?EeY1AtTR@ z=-hVd;ZVnUXH$1KOp2Z4T=v#)rFKuV;Blf$DirO6@1`wK5yxaKl;?bEPXDHt?Iu%J zWcu1eetePp-%ljI-jc?Wi%;y%DTeR0Dc#uTLY7XC|NBXle771oaB0_9!eo5f9B1c; z1CzXKmAsZI%=6Y;C#?0>$5c%Dm#pIcNxTQ=5wWAkwK3Im^PD*!k&>wNqnVmdkNm&Y z8hmI3CZ;$82)PJiEvTx$-;T`jpUMN6{J#m6^?IyQ@H%zs6s*OHt@4X(*RJg{e=-MZ zOQ)C(ty221+n@Bsb^&_PPtF2XV&DGp8PB{8`k@oR$0PnTgQz6?8g53`KHT?iVs7}^ z_C+oA7OA)F5OFfvFLa#XFOhMGa=4KEtbg!h%wG@9A@bagK6_^`cvW<6cnPod4R3@8 z81ZgFxFN*HhvmB#<-ZVI68=Sz=+L$d^R1h_^U2evlb>Hh1a=kWGd1HuR)${7ZhzZh zF>l`Y4KDSku`)axu%parkoZPfS+-j{{{6P69ki8(=X`mWo<6ycT~p#xFbU*?9nGCi z*qD9Ys9h=CA(`_~7v5Yqa@ug0giMRkK^>-rLLK7jFMLj?4fj4XwmI=9yjKcfjQ=fDbVM1(fI3@%ofjfWBhQk1zrXR}ooNhfntoFc&qBrBneAn9Ani(1znl^RLUeGbY z=gc)rr-zAr=Z5Nl*C}vPUS3`S4e<@;;YA}ygolQT=HjpyBOaKF8l=vq3y*NP5l*8T z3zq9B`HgJ+sEx5m*!}OS&Sg7uh3ZZ5eb{*I^pZhn1jv|X&wQ&hBzK%&b(bG+|F}Gs zTAs|u6`N_ zQzTAxLOQ*m!E{^_ws(ILl$*?$S@sTDKrl*KVOf9JuZQKU=4QA`am#``W>D^)Cp5xg zzgPWr`9v0eTc~<&ylI!3y4$M^FT6*tCSU~|)~SF{JMB+C-wLPKopw>L zc7nV9GIdnJ$xF3=7F$_`BloZpP06eyfUw7o;hqNlKH)y$l;3+JQ5WbXf4S zg3!fmAoADHE&B?KdXlRV3xzNax%Zu>%FDV@+Z&8f!wL7t*OThkQMw*AXk@<$=|xYk zK9c!~AFb@fO6COS*gM{q8E-Ky{n(4K*PJUJww|2#O+&w!^PwZ(T;~4 zX36(gX3RejnvFNQ&0>^<-9e(Tt&Q>Wp(TR7a88%t=J4Ga;~AC&luubaLR2GY@>A(mBqm33BCzWp~@ zml_XrTd}ru3<}X00y((wM1SSKV+an5=|{9GG-7fl^twW+#K~TRSDR>IY(fHJ`|++r z-S_#iYb&(AYXk66bbdmGSBIDCh!Za^V)0T8;g&gL?5B6jXQmatIVPsH>DIr0^S61D z&VV{%{Gasj-BHtBMvNXc%IHz|F)lNARoojjYLxAZ{Tpe z=S`5BHhlk`k-P16(=+SD`odZJgIlJ4bf$q<6+ZvjAZA-)GolLVR zxq3Me_2CgQu>p1HS?8+v!j*!SlW&T%8uULuaVhIM{Z8RmWVjT~_BU+05*axgEppiw zRfbwKvG*_!kNLHaFTBpm`t0`!qnexXq{t*y zAMMh#ONd=T?4spFIj6Ub_oU{A&0-FfsOjLfa+~@Pr2m$^ElbRUdK_NZ7?Tz25{sSj zIeez49malX$r6XB-R}RqUn0hZ;G{OCeLf``(n9rLI`T6HA5XJtxM=kIcPCGSI<)_x zbe&p3Nvw-(#P3wtdlV1Wt(|uJ{G!4qzbcGwIJ;a84V`0X=-D(lLVC|Cp#-WV5i1(t#GZUUV2~f>RV0Y(NA!g?efQs_S>#Ij0Bs7Vm1{8ajn%e)x9p zbhGoUY8}VVn}5|eCNghxSqvdEaaefF@-vuePeG4;=*STpAjaTd`1j-|OaXy8fOGF; zQRX|4zfs#)P-l+0HoTkdx~zzPzjER_3cK9{;1N7>D!eNALLaA^m}uhN=gW@L@$#pI`Fw9W-2s0Mr*{iA1(&5jyj z??>A#UDE1)fVy`#d865J5w7ls4~;5sY6{5x_O-3*&pWvfbLwj+`TLK1yLsj|Wae8f zwx%?-r(h#oxXy!!AU!N3*c8F&yWB zjgF2}7B0+go>$$hvCCJ6-g=Md=rL~-CbeE_Wf`@$+u|il-j92ik&y^UX>H&1iKM0B zLet!CCKtPaMh%RNT4OJ{kBeDRE-*f@-D8I<+nt{tv%9e;BZrdcsNabHmqO2;?giR+@7-HQMc&jOUoX!)cgAw3 z_&{N+ptBDi?=tyS&DyxSec?6I@f#eK$6fjLI4wQBTUc0_g6{4Kcz5i@=tPAM&J?fa zYT8NizkJyPkajLV>uPecs-i-lqV=KEr|V_?OMjPd`<8NV^XdziFBhO)KR9)O_V)6= zfU?&27R&e*Sg%~^Ntb^=Ev>GStU{d~zgE=L)0lJZe8iDH`V7DhvQ$6M)fG_?IZPMqk0HI)NKg-R2)cgF2#_3QSMySp35@lKr5tnrWJ zTTQkocbaZd8(;mK23D`B19&j#2S7IU#k-?Wf)p1QTSG-lLSLu`{*+aov5aw&=S&MLJP znu?njHjS?>u<;v|v(cgY=MqA>44-~QfwX!3)TvY3YWo=iqEj(~V!}ojS}xtsp6z}8 z#tnzxg)=02CMNCau?UE4Z}zQX#E22apB{|enVTyW`&!rgIMzSK*-^uO=EnMCaf4~S z^!M-I)yIxaLRlLib9-CaQh1ByJZ$&fBwxJ&6m`qD>O2bKNPC;Bu1w6RUh|}+%jndf z&P!A@G~}>TF_L8SO(8i*UJR(0v?%;Qea6z~K?vybjWRQ&$(ech=+# zbE(*Vf#bHeA2Vi*+1$AvJZp*$(&NXEZ{50e-=Ra>x$cvF`Rea-#A^{LrLUUr!&s|@ z8J2_9KRfN*xpT;|=WCtunVMp2JEUXBj*?xICdw#J@?{0sI&tsb$>ZVlGVea^O2yy5 z8xWQ0I-ERbP8SLhj0tG(W2AziqNn0@1~jBHyI{r2l`U#s*s7!Cwp_R{V|!Lzm%O4P zY3zKXr(APN$(_G(?f0ECXUfoy;07`zJ_(~C-?1$$M!n$l$oduJeg5oDgjN|gtOHT! z3Am)gp{Y+MyoGOQljIOEe%lD{$Bm73TPN)J^~J@m*sAsRo*Qyv6uWot{?exLp7$B< z0@J_=igk5$1X*=WO#^&6TT5SOEE(ZmK~Zs8X4n$b!tV0&dLd?UuV4E`eclsM_HQkK zeM)eP%0GWJU>8i!j_XFBhE^Zl-M+kKbG}b=pY2XHH8pW>-uMrFXHgq9#*Y5?-gH~I zJ$yKkhnK?0ky7{p>o~mY#&8k{dK+Jw}a{ zHLm$VLA_-x<7_rE=BnyFJcKmY*G462kRt|mBi)O#va|W{pbKO54Gi0Jvs6ojpp;y( zRp{JVg4-w#;_5vEPM(Y$W944qru+fy(i(&&+b3mG>p)$s+Pt`F^i+>Me)6QXlatfN zZQFVn^w4(?oV2aE#{9|BY17&9-o zuT+UE)tTaw60Oy*VojuL-kq8;ZCX6XEOK|F(}eBiv`6DOpslT~elLw}7~}M(z3W;T zx<5Ml6^MH*{?^Z&haI3~I`$rS^kF?&Jl{@iso+iB*~0*`{0*sjb4y|_TxiWr@`NAI zaH_N&FlbQAn*BLkCVRrdM))2$pn+fwXZk#B62w~8m~+_}6`*Z^CvU+)JG#=*b5e&x!6w1tR;ojRZkW2ED9bAxp5N{-#iOipgg z*|x-mIj=XtDJ3Ig)$0%uN9NA$ihp4opC}T^Aa7h`Hz32fJl*wAx8}+ zdH}|ZPfHVb54P{EM=Xu;;maAQbtfw15ym905S8pu$KD>7mn>b{hdCCl`}glJ3H7Lj zzQLz6-dC+md0wr@*Ltrfv+^N{)Ya8p!^204;6eylPWG;LUrh9%g*hTRy8Fu(l8#_~ zBE?;&KdKUIHgd$BJFDCD$eAl#d|44ZMHlK_9w~*Bn>Vp^zsl9CE-}#Ge-Na;LL1L%tOCEHG%8X|M%C(8BvEw4H zC-5o`mBq8wEF&a5(umu)S7h3?NKaq2WXY0M+rQ?%89OV!k zzu4uNCs|L)b{V+6Rvl(UTSq6-PPy!bJIDRw!<{{3`%JL5DTsaZ=1me0u-}OnBJ{mH zqtg`=MGx=Z7?05cKX{QciZ zcUlm&wXHzg2xa3~(g-MH!i)il(Bw^~L6dq@`g=@Lu#pMQbVW-N6BFI5q3`6Bk|Kww zPWt?vB|=Rj7!) z^xH%xkLp9}WSena5ku|>WC9-_Y?CFD7_o3HPF&Snt_Y&*wr$mG%ZmDY7ZenbtOEsPI4f9ogNiA??9X8EVons z&v}cHSOW|?c#-ht$=C~sJI1rQ0)6u`tz0GpeC#j?@WNG-9Zl*Xu2LBp8B3y{bndfW zlGl?&v;sM8`H-9T> z7^q0VNNOuC=CW6wZMXW<9HVuEBZ|qFz^393<3wqBdviRPpwfQPqDAXI-j$;>(Pqu~ z?Vn<9-t0n%syh^VM;Mo|JUKYc2NT|;SAe6GWzN6IUA@Ht+d8r^|h zf7Q4wV$1B<-OgemDab_Jx@9BxN)o}0k*OEwjKZ5WVlZ_OeJ*+$&tK{}6~0sqIDNYR zs8RB+`+|Oyma0P(#0SIYy zuVMc{ydm55a~VuW^vr|MF5QTGV=@)$>)48DI+-agWpTnLf6b1MQ*V4nAAaR#w&+#A?kK;w!Q_ubPYfwyHF=)7sO@ z!Kwlka-20gdD9p0Gns8%a;e^6}J!d?T}+8s{+KRAnP#p zbeof=UO4%;s40niWu@^Ru3&I|Wmz0X#f0E~d6V^?UWQOIW&%X;#fwrzIJL!h&GatQ z$r@QQ6%)E4Lx<`wTh{O6r%yze1xH^}Q3?(Tabr={SDw0T!_ zvbPhcC-Hio%-Jby*R-K!Y#=j<@(T;S@I;rmRBT+oegp=xGWPcN>?T7n0<#}|%OuB^ zP3B->ChM*=furO}1fzG{Qf3&Ri_oXBW1&UZnzd`^9r=Jy(B#F7mB@HB0ITG=>vA70 zNvU>`3SIhJW6YRDF3A=RQLmv#Qyw|*gtp@%KGJ*Cj;}pyUexF!eCX}~VYvr(QGk_# z&Ae7YNp%u9w2faufT6)vbCtn^rCHO*te3b_lfP~vl{VivwN4&_(1#xBn-kT6=wvzN z<>jtCem1x#BNw(12?1%OK0TBsp{!}S*XVJ~Pgj$|O-e~B`Zc3Z96j2aJ-y}oyS-81 zjmPW*Vxt>3_c>1N5t_7xV0a3&?yRWTj)R!|_1D_W#M*|* zF|#RS_Q}r97Ae|?7qvRg6huPKpYQK;cl_qUj$5{F6?wDT!rN^N3kyyC>&@S-!$_s? z%H#kIo4kSo4^HPfs-_#aZuKN&a4(eu3{|wX708eu1GFM&bO!f!_?6N`!7oqSPbXnV zk&}aihPZe@i#%2TRMiO+l(=a@S4jXAa937N^}qs%0ozaaM>7dc((tqg5Kv*lc6Hvt zdfBoTI3#k{EQi&&4qk4z&fY%1tZbx@iQoSH9;o|a0^V%D1F}E(;;Wj$u_6z6CbEcS zbYG{RnGRdKz4q5YHfvkIf(YhU=_|(?c!syR9$urnpNY7jZEI#XxWB0`ecx*H=FN@) zVWBC}Yu>hDM-$RS>J>D}*%H;>^VQ|lyCKSswTou49HsW+^gZawat%ssvcZn~K5U3> zY{M=$*uJBD{=S;dD<-`gud5q7&*aaEsou|@n~YkQ)mbU2U0{bR9apmkYP(#x7Py`~ z!DyI6A86Ngkf2XEF~+cvcD_%pw9nD19V+qyMq64xyLqj!ouaz6#B|0CsUVlO5Re$O z>|ym$<(+h&!#1Rt0{nw_@5y%EUY^(D!knRaR&k?h5)B<|mPS~&(Dt)={)AMi-!YR& zD&1ecd=V)1?xwHpUv%i+wQH+;i(ijP@E>}oL1A~}pZVY=A0MB!xxZsw>Z^vs(zO{s z{=wSk`K%md#CXD7Wm~1BWsoKAMff5F_CD3z?Q~_*uUqMRz$&Ew`rEeydKoR)63R%R zCbIu2ueZL~- z@R}mm=HYL`gIYE>u(u6}z1CvVQYSq4LoQ$DxwI9G7U)ot;#HdVIV({E^YP@=fYQ7*cd*K`nnRS!%T=_t8Z8_EJF4@`l>YBF1k0 z{%%=j`KZyOxyv~RsaNL?Cd3B*2x)Fj*zQQAa%;*Qkh;|p&w>iN zirCew7Jp6}1LPz3jremoFi?h@08Fc{v(RG0k!LH^vd;v)p^hZVe&SYy7&x-XBHSf* zRvAVctrjj^SQ@G-IleD0KE4H}N4*1eUHq^gcl5low(bCjRcs2dmD;ItNO1BbBWCrq zE^BE%Za=B|;?&oC^{A-PTvbo2vSJsR74rGivadw%92j)%M_F+fs(zjXfWBqwWxG!D z1q2xhpu07(kPJ*>-p1sr`SYq8oamy%c2*X*fTRBS$hnt9oe3-P77Ln|%nF>~cI%cF z9b#>RSG`AxBCVyR}J7`xqxkFTkDN~!p?rtoGx?`NQKEX{m3c#*<+v2!vbV2pv_s^dVHW$9^2cSRv zY(-_&k45(hNZ*Q!Q^!69rCPKN)`PiGvbDp}NS;HZW*8Y{x94 zqi4^~;MTctkd>5)Actp+H~&>bpiU{_mUGR_=|NiH<$nM{+73o`M~?XfBl-2CA17;5XTifSl$64 z@wICHV!77cQf<&)qd6s-pV+4tE?%6>i}-Gvbw*pCxjwyaSVp>I3!%q&rcPo$1=OJt zG{K53uV20#U}tAHW|qmt!#+OfPV}m(s%;WF%vD)#@mz@Acsv7>ijhVoxA2KMAbAiZ7M0FU6eUJk>8b zx!J&d2PI?5GW}J$ynM(RX4Xy`ac!>;Msias>;Bj|amDuPkXr@|5xpw+;Z9@d*-KzS z@!uOkK(`s{mxkF3VeBoy)|S%tiq)%)#e$LhbqK5;TJHR%_RrkB`md#>rnJ^pmcG}j z`b71km?W=~kNTDyW$2J0J`kTqBr01Ns&b#&$+Q7o*d+bAQm1Tq6wXMH6>Ha;;P7p3 zX*rceUAJx>t)qd|(hQA+2+ZihX9uh<-6{@T&#;+DqRUuquvn~$kYx36y@a3#{#WAy}Z(>1AODzuM2Wgp71Gf!VUxK zOc(gAG^o0)z{j!Dkjm!fA5Qz2|F*K239YctPg!>+)^?#4XDxDvA2WFdT|!iy%m*?u z+5*$ea}c9~7^%@ou~)AnREBUY^byAcP-0|czI5qKl|w!cy{#@cD8+2AaG!XK#be-; zcw9yo(z^PX-@HnINo^+7iuHn@ljk1uqGUZCSgS&!J0-#YnN8qQ&6B>jqoS^o5}Hb< zq^A$$OH+%Izy0dXo6DSzR62o?%N-*C3h|McA`<<^*3RxN`qnkD_3ucjnQbD6DXj;6 z1$sC`R$}&d^WN>~=u7VIEu;N(_i#PaS~rlpjym7DFJD%m++YG1VPfBb17g_HTL{Q2 zKwVm9jiK}^^Ws}M)m08XozN^luKXrUv6qC3E86 zlE@X4$%s~qIrHaVh8ZxUfHZaP+~4Q76vn^!0koS-=}k-s7hTajUmJV!9pvi!3BHLL z3kkZM3(h^lswcL~)~uOkWQ2QUKb7S>9|Z*|%gKG%xm|nwcr1PuQMh!GI|N3jmmrnc z%RFOGAD?gbTnz(`nVejlzotj`?o;MmJ<1g|i(8q>u~tSbmAHd9ZVZ1#{m!Q;tsi(y zgeZ2)<2tnU(^XVL7u^{lVhj~IG3r|MUuVp3dPtN+&Sgrr&iX!2T)%9YJ|_KrRl3Pm z?7YYBWoxM~XzPlsPE2bP@fy(4ze9%(1jQ~d8cgU>!E|U|T z_Zpc_K|nNT%9KRo+-JH;85zg95Z<5K2^{2x@`JRSCN7#56xP*v9`xd6T@G?|#=!dQ}7OveJp8*zh%a1-CWeR}{F z{m~VjURT(8b(Bc88IXv7b^uqA>5j+H5E3|C&_r6Cgb%L zTYu{G>HF_H{xCs!A;wz1B~FP!HMDc-rgC?S!9C0s1s=c_h)daQa>g7^*0=B9H9fo{ zBQ=J~x2Ip+#-_P*P1)_+x5>mbJWSGa%WV!#9U#I!_nD~wUNVJ)AhG9MgBquV)3guk zsl>zaW1yFwz=P!3e#~(YSb$fwE1e4{$FTVnYi4}u(j|EXg(2GS=9`-zoO4zF`uS>T z)>#sLTd8lGdH&Sgy~Q&r>aKI9#p@8r?^Dc#!XR@z2WtVbt&riPf|2Pii;yX?~gW7f`8qexbqslN;D_@gJYSr6X3rz67I z`?<$vf$M4T*L&)Ei8e_69Ps%d7eFHvu<0c>XP5m?g<+@3 zv}uqoM%)pVFc!1du2m(;3-9U7Fi&It-(Z#Hzy3JiOK?!)!KOhCeB)EzhS*_}M(5Gg zs27fpv|MbzK}7}U0xXc#5mgTsz@OUrRkC;Dk<|@*i*o0y1ZlRs#`*UQle)^c2i^J< zk39J`KVP2(-BOYv1i}5V#1jyS-nFiB?P}g}y$cxPcIJc&Ou;3}rIh%4b6iu|D8z`l zobSC;2ktE5D8Srb;={eAUobf}_0YVq#nafu%Dra^3?X(ALuR~SR>YLx0Y{!C$H%+n zJaV2cgg=^&gek@;$}#k+O>gauuCLGN7~%yY2;Wqe=;U<-Iv`vFg7YP&lrz=3qj)uT z6@HSpCQb`6>nvF%xiPM&;nDO9hbzEt0!eZ8TwrNgQ=_JQ8=6|f1+yVS5F9;p?%IEA0mR_uRZr3~GY1oHVaQh% ze676?f~th2#`bCux3<)V3twk50uUpD;CdL<0%j7J-K667@Pjl+|wM)dLE{E0* zx4O5(^(k#UcIJ^EBEZ#SCw~wwN#Od0!;J1CH9&ex;xBlNI*q^Px7l* z2Yk$(jMFv7tbOP6s@0)=#*abmmGYaD&U#b#ybR4`xi z5GVFW&coBsqEDHnyP|X{xC2MVVd})o-)Z;AVH9|KNXEsDic?stsz3jLXvgI+vDiB z`BoKunref?!fWZSc~*?!>6iQRERFMmAXnjC@ldWR~WtPi1u* z`qng&yn;JqV0rcs1_~HmrBC@1j#pO29r}PHMEY!PYnyC)oPr|t1;G%~VLf@*t_dC1 zgw_27y2H;jdNl4-MhoT*)I*gs|3Hp~DES5i1Vq?PAG;yv2@^TRXTxD~?T!!3soTT< zf|opS6knHnR<~}K-m%3NhK8;B_3OuZtGB&)Cv->unpnP9d$?ng14_8k$Ql&zMeHkA zmXvaNmNLBmt;mkbla$D0)fNW^eW0=$_vw?U4!4x7%f8)?Jk(CJA!fy@Rgd4lKe^

      5e4d-F<5)rKs1ZNscq8oX9)>L=InW4p;(@ycnM;Nc^%iG_D??o989|Xfp~UZ#8E(~o#0VL-{vLx6 z>q`Fv2RsqHfNuL1+s&KTo$J@~a}7Dxyr=uaqmw*h&(-gC|Hb|8R-oPD&4c^*4O9-r zkqU6HBvMR;9886;ar`rO{P?r^?ny2H=wMDf7oonDEXHhq$&~`if7DCK+;DV|TuphUEO(*+S7`J7JAfc&05>MLKiNV35 z;0W8a2f~NT#9uZoY>*IoK!dWH2;i37-y%fOW(yWP+tOk8EVU6Mya0OS7ISBWkq5M3 z)!c`LVan}#_3BW-V(OLI{W<%s+10imqKCiGkni2Q6N%CBEe|hUi=_4d2;WZE1SG!q zT06J!O(sTtRRFfzot&1_Kc5xrqWj=fZIF?7=&mQRx|E2ZVv=9Jd;)F{h8O3^-%>hh zu_m!-$v!{7M0Vyz@PPi|->2gIJx5*-hF^yUzZK&N=<&2v>;6T*H0@#sFtKIMw55eY zgT+m6DqVEs&hOf?(8A7J9359>ZmN~<%=G0e01v0i;`r>c?5O=;TiGE~XSARc#dUOZ z`RMbc%jZ9eXG5O{(YI~a&TZ-d_r)W;xhmey0Lcn{^YLxhLwy4%k{PKSavig4^n=iy zCWw$ogZ~!#w{ld>g$R%5XDVIr`&t`m=>m{Q^6S@AOieq&+B2N5gMO;i?w?3~`gPx* z$_*3Wu&X^XB*Nax&5sL^ca9r(>XmGHro{v*3)Htr-dl-P;+7Ys%=kWylWJC5#cY@3 zhBB3n-I(7JWFW*ZlFnb|7Hm%b)oq*D8q(6<43lLdY2WVq-)~KWiX!GFWMwH(N*3%j zkx=L*(RQ}4X@K_%&~=$a>e0D(?jZSFo;LAf3L*0puhP*E( zSbjtY8{8D8nwlC>egegM^Bm4oy&;uPACoVhMrdP24UI^ByX zMrif?hYs9zvp!VEaeH}8^Y`>&XfApoSyG^h5^p&-F5_T&1R;Su;hV^mTqy=2cR>3g z#D|E*QL>8Kw7KeJ@U`Tah7o*t@$>MI&M|!ksUcwZI;PdAbWT;~t15-R^ z$DcHiqXvh5BZr+>#?wAebl&nP}r$`VG0yyM+2=t-hx+)w1*>yt1$b}hycT$_cN3d@~ zWV53mqSU_VwQyOJSbLM9@1?*j`Y5Om8GZ=9q0VycrF+I9s`nJ1s;6NvSLVZoz z0Ag|IyxX6X=#9~h<7ePdB<8QBAvTW3?#bQ207p>|6a5R%nF{X+UXm}*LQbJ?#O8lW z#igR~RWJ0(u0EpCLIL_Ty3zgB8Vgj| z-P!iO-FXNpDJgO2TnFUkb9ERX&iK0V%eOibGkp}3v;tY%Q`989NYfM05rvAkr>7J( zuage#%@kYKOmKEpRrb4cr+RRwGAiiCl)S{cD&d@How6imy9QjB(4*3fgb*5axM|-z zl*>mZ_qXg-ZugZI4itr}oFDC~)r8u7pPgUC7V9YZU{T!X3qtW(!%~$#+~sNU=&*hI zneh@4zA>1~gFG(IxY3J@I)aJJ^4+^<+?54#ccc3PdFPOkBT+$oH16H5;iD+Xilfh2 zf#Glk7ABU#b-9`jvXSae*p!BXTeV{7uwgdduQ*7ywzd%y&y01iLL$Wz5v@LihZk=dfF<$4o>w0A);}j3WJ}PXUdS-LcER z$w0+@{@}rbxV9*2g!1SdLb=jg9NYw!_N!gN%DzDl1g$PHuWd=^kNCtH#%yY;D9o*v zA(XpMB0E><+gCz+r5?e7NafAmrqB)$S;oB~6uGRh=$IJePd%6FHA$Zc+cXSx0*aB2 zUb%X8nUF*LAfW#}n)@rt3a|ATJZR8O2hIjB@A~!9mk&-mc7%unV=$8bNn5yQ4ohO; zYVyVF3MN!@Md4H27L=ZTC|ms2YN;A1zt@OLiT;{3-v<9__h=TRCUR6gFbP>XwY=wr zU!k+bMrQbIQ85vR$pSCDZh&irk?h|5>#}$HaSnJVTm>s)U#^( zjuz$3McqbET3Bjh(x!O{_(n-dNod~)hBn}V0L_){q2aV14H!H)At^~3+g3d|ILKKK zvKNcF(K%&ZH(Ust@hj)@tf0r}KpDql#OjOfK{d6d*$zV1jSh&q=)sU;@o12MP3$(; zk&fCFw2fdR>=I@<@{e5${%TAhK-m1w@F%t|>71@9)+O2}MvRnyWxWZa`o@VSt95 zS?~L_7?a}eh4t*Ks%ld1JmdHCx8<5xPxdT^w=GSdbcJELxk0J`u!IUNAhqr5lb^mP#<5;T)Pa#{$AV7?dKOxFmg{J%@{`TWIg?U=3-c zjK}qK$Qt0eIKH4deWcdlAzF7{pVQxdvJf#9m^7cj0a(`sgKUHyl1)22YtRdSZ~vvY zxfbfq{X<8$=qC;Bl^Di|+U-UZU>g3Vni*rX_>FNfzCWRN~ob`6VSCR17RF6_&sk~@v_&tmBEAAKT zyy>QJ$8X zOQJXAzJ7jzu`Im^{GvON;7c0(A~0d_lcEk&-wnDtzPXVWzji=op`dkre)nfVK`WxH zTS8~E-Zxoy1*@2y)qVqaS5;Q-p=OI%kI~lwi;Ie$(=SJ9@Jjdh4U+(?<%kUEO+tyI zKYxA?h%Tfp-K1;exfZ;+2`IjFZ+VhhU4QLyhDfyE3nqRw+^m`X= z{Rg&K(tPA1-&-`MFm%D14*2W2q*kJJ11B)?^IV4$kXVgf|51;2I!3JQXGEarDk9G* zudbF(azH@#l$^#N*n~qt_J4$I~-}5y+{ zBu&c&C;mKQ6E4cfaJ;F(`mNyJ0$)Alz6`l`?Zsh_-_9U^`6tUGgX2t5fLO0t^Q@}V z?xk&H`*fuCp}*`r8g`+SMnismP7Ys9beWJ-2>B)FE|DWoj&`8uj=6}a$n1?;BiipS zRXz0KPtqhIts#~IRRT79_^;jU=;%erX7Rk>9&S2sA^|AX*|lQgNG)AsS>zTg4wX(A zE;`0$%y_l7%F|T z^X|aQRu7##F$;kSI&4wgaAw#x5a;#pbBTjsP3v{*I--bj3?4?p#&f#1f|obh>F_eA%Zbk$QTr?sZIoHMS1L{cGqs*r2GoX(S$VLa1i2Z0=QbkZmwuz ztk5YV2dqG}A&6KMnJ5riCL~h#jkJz$DYVJYp0y(%NkEX8Ro!r^ZHEq`nuVI$4-1;) z6`J&o1kc;_hue!bBkn9<0@vf;#+fkb+Pb>ONY#*dwDjnjeYDlcV zTTm>lI@#IHwKu2)*h0AACoRNw0_t)N>NZw(EhypoKL>abF=gt2m-o)$=!Eznk6S`~ zd}_Ud0EPw^#0usE?uOak9S`%KqKU?6e))Yj4mUSf))}gcN_4NM`)&hkxWW)$`;N+I zKPhnt7}~w9KUE{K`FKLpt1CQ-Hmn# z4~5_wS`9&<1`!rf!c43RgB9u4c=b{-Ilt=qH_ zbM4k$7x)8)gBr{N`5)u~Cmn8l|41QiId`RisgG(4dzI!q?8Rd;_4>V8K}o421+a`F z^u)ZO=;0SXC3^Bf)r8R=qMupFZn=JG&9i|Q_wn;v<()IjE&S*jd;8%&*4RlH)K~p@ zzibq3oJenk=tB~r`p9*yZo!U6cke2Q)?%)Cq_lq6j!)QG)e+d`1xn&_rQQGiPGlWk zq+tnhaS~WH0dMJxB^1mqh`Mw1s61_j`g-25kNroF{04?`m53!k$y?fB3&gw|%bsLyL!5)&yIjwEoBtf=;Bxrr; zkaN{sRUjNt=grYDSBbtCcb(>T8q|u*@MXpXtFINL*n$EQ;oaieJdKCPV?E=_RziS! z?cd*lZlHbCY+>742^dVXP{IDtL(^jVWq-+j!y+4(? zMtAIi#|Z1KmoI-DR;bJk0L~Ye9{ON6gk+zoDW#;Q>cbMXZu5#$dfh6vk62#3i{5_2zi80z%UJ%5sNnrX%Vn@3*BlaeWW__fn$LF=)Nh4vXP zJAP|aXdgAbZbQ?~8_Qx_;pQXmZZg@$Z~*9qyR^OGpPCQ0Z0@#&ui<8-qEGyBAYthF z?ckw9vxhHSO$I9(L~}YWjnt;N%t@4L(=uoClF>Z}jT|W}I)u-jJsbBMOA-&nNYH90 z?HAtJkn6=lzR=><-P4?uv(0<*R{I}iTIyQ2mj#6Mf4JY($Nij-p5AQv0}9=GSx+l% z^FU*5>6E9I%LgkQ=smj2hIM-%hFI#E$?3QAIqIX*x1)VduJW#(t7RrvM3+6NE^-Q- zFwJXj)zZ}`qUP_gVwt%zg&dcS5)=K7)Smm|Lv7XG@D zzNjRwWl!H@=&)B6-KO4yMn^C$%#jXEs59)eFY%33PtDbWEg=6#cPv!r zfcQzDU)bKW_>vNK1Q5_lYsOIYRXEVHG=eDi6JRb9mG*Gf}K`loG zPZh!lB#>WP>WkP)^qila8KCZVqZ<&7U$}k&#J-*HYLi=h5VjkG?8r80u_Xng5AG-xoD@xr&C7=l7?#Cf47`VPAf8f zI3LNV;-FRGqhDWN1i|=1t%P7pHC$9y(WBB;cpgp+Xs(B-2~tt6SFaZjV)?bb3GEnv> zMp73M{FuUZ)_v28FxzROLqNbyl)acXM4DD-XD@ttdaQ`+>%yXLk2I@kxwZ&LV;h(d z7I(%OD{7(mn!Ie+dejOfN`9X?Mq;fqQWJ`Vb(ATa^s}e7!uB9dL zl4z!3g^`vaypGGrI4)(f=0UgiQWOPRAQYY8(iAf-=t?Ual-bZ`qTAg8m2q?|S7?ht zg9g1^vz^M0_W1GrH8pR(pEM_CghcdkZ+I1K7cW|Jx#MRA(R-yzP6FL z>A8|TIUoFF7*3IUIGM1ll^tX*cu}puie^Jtw(F+1qN;AF7T%yLrMSC!W=v7@s@i0O zn%Pa?h!F<-&JMB`n{h&^L&bfiuT_n5MjJRel`ea?%b!Pr`h=&jE+^(>DaE!kNFjk+ zhbY<|;w>ZViQmtF7|&q1ji|Xy0q?z2ouXmTv^**Jb^?6{{UizxydharGc#AKP31v< zf%+bZt0E-CK?tTJv_;%xyuBv%0ZnRO86(K`yY%Q`9JctL0R+udirp2zeyQ+o1Nk~% zSj`C&S)Me=|3OaRg?ty!K0?0+#rA*Ebl!12@9+OF(V%4~vPTk%L|F|&8KEU4QcC6_ zBxy(~WrxhtK!pY&MHwY~MRAUiS#rvz(C>bo&-eGaegFA>KIia$zuvFs^}Mdfx=O&7 zfc3cWx>v`+Vt1uKxlEG}i?W^RB+C@UrsdfgPs42g;lJfd`?%X(zvT|#mo7;mdZVXL z-%H!QHE+$&Z6w8K`C?m+WKt`+e!Uwin6NF%ZQAkv7wtKW8h*&8Zv5fh(eL3H-$nzr zonN9k^Iioy@Bd`kU7O2;O%z*C-?MlfN^alog+#tPqNkob)g*KqbGaV{Lusra{{S7U z##ubvk()R7f}rk+N-_yhFX`mT9Z(rje54lq^%clK5oYQHsJF&ki7nKcFCK}m68yU- zn892cNIt4*4pjMe8m8?O+m=?kWoN-duW~E-KRaj(C~d}d><=$rzsZ5yYXeZ~WN^Xg zNJ@NCPR>paR7<|hAqRtT=s7)N5^A6g#LV!DVQ(&_q`Q&Pmg2QZbqC%Q9UkAaTS!QV zEbEcaN|M%q+!b{PXyZQpTZ)RBUoGj(ncc5mziysjf7RvhcdPzr6Y|y>faDdgPIOFf zcv2E9wjtKo!q1GYX44kP+wA}z#wqzA8^?2){$N*D^ZJ8Ti&GyFaIzWdz9qV&EZiMMJ4e5r_R=`PfCYY#*cF&ZM0HFj zR`{pq*0E!mNa2UN@C_GeG*@k$#IMF%6G6$@${#<+%d4o&wEgDyE7cr!t2S^&6@`u- ztJLfn4a6Wa;~<)`hM%nt5W>N znVI1Iy7>X*Bu;jAew$gQ*crJeAjDrl)1R0gw*zc#1!)2Eu_EPgEF3QpG-{04UF7`( znC-@J@`}{^uDl<;$P(yIRPS7buygq;uYku!9d&3yvA(#pgNMV()2DmkeV*g+t>(Yi z@7=qx7%29x`7XZ}@38Uja1JtK{5GOkniHVYqFuXjavtIJM$h;4ZRdLoC&{d!--E{4 z+Rk}d0od1#k?S&gv76S8iWao2s}moAS#0My^Eb+KiZk~!*lL@6xwJGEk!cJrkd_Jd zW6`OMqIr5c)LFI5WhBM0NJgnE>W)#Jr(dG~uFnCh8--MoBE3&uV9X}SJFOXY+GRWX zhHaXJ_8h@o%TE|?i|&zn8BoEup^n&a5sh(8mm};4ee8H2Pn9D^)+rY29R-!lDjx2mDedj0qDP1vPp#K>M z;3HtOF}iBx`Qx={9Olwqy<%*+F{13u(r%T6xQv@LsTbI45)X^axR%tU0l3U65WH4b zS8rej_0Vsn+E~6UOrz1mf}&*`H@#)#+XCdg6>P?I^RZ*cBBvbf4iUzCw~a~5%lZAg zceURl0W!Bq6+?nrff5mH)Q-Pt1Ck?u^nD&K*qC~?Ln$+E;>4cl=6cAN<}LrPvT_<< z5opn)Lvi!C@is`nBf%DUh+glrc|6EB)z6&L~5HvC@sZN{}fw(YztUBv+<+EX}yxC4sX z6q2GtjJ)#AU?8RC?T*~Ic+`=);ovwWK;+}7Ig!!P-5F=)tu3DMrymEp7nsK72M=~+ zKE0REI`|zp`nU5;impx^tJIQ3D)ZFy!?fpkdX7dy^f>*Wx)GU}0g(2`_*$t>JNs9U zvoO7CT3Wq$e|kdM_re$38KKvL8%H0X4l`M7cgI&=Lh1~IrDo0d&7ZWcUHE(Sx5FGxKW}1bL+z$?B&nv;kR_d^XkCA}3J(h={>}6UozV)>iBIU7m-^xG>NAkG zK`|Y@1M3Lbb3LX~*C12I_daxqqLtxvYNMCPbcufc+`Uan-qM%KAWt%MDFnq1dh_;e z_K}gT_t@mqu0I_b^z(Jwopr~f^sL&Yijd@Z@{mC^@-W5&#g)nhYaIUp!cx+F$odsf z3K1@RzM_@t#$lT|Q?a-2{ed6;g~${LOANZf7mT(d;G`3g?r{xi(Per511BCF5yMNI zQ4eUMMT70Mc67ZUch>r?veZvu@Z4!Eil8+lYf1uu=+fHh-O(;@Z{%*V-Mh1b)3wz^ zgMB-;w|-};)d{Epb;L2N?hapXRk*twSvMPGU?)yJ1YD(YBSocUix#%gymI0vKx|n6 zNP;?@0Fk3RVw%?tww-7Z@+#=h&w0?4nV;Th-PGK;VM8#$SO2|=-uej(7dm_hEFVeR zvB+wG=tiaeRWDu{n~C400QycE=%MW7eeg!9OZ-Sy;NxZw*5YavPJDy^H^%c z(^V5DP81A=p5kG}87`8G4A0PhB?Xn0Yf?PlgB42tmqbXxjfCfC2Q{pH`n|)5HA8~K z7hK}2&!IfOyMI`#|G96xk96+tJ^FAmEWjAHo88@K-}3?AHzTW8-C9?JmFON192Xo< zIe5IC(Vpv}iMM~^s}gE2YxKLC)PPi`cWQ!gC37%fi=ak=Pe9U~yv`BLth(MRT5o6@ znI_y(Jj8gOxVT5WQXVO zHCJbtt^Bux=wIjoGr#vI^#{~!Sg1xFzGz$GCiOVo#XN>p?|*WXML`TAFL5_q>JbmER8Pad9PZv zili>dHbt0)v>q8?`Grwht!7m=g`a8F3nu#ToB;3Xqetl}ze|ih=-KS$R z_wCtUSGO9>wF0Cr??zXcDAWFxWkJ7w7}F_9jMs{V^eU3%M_*Wo7LGR{-C>89YM)qJ zp_cG@3~SUWe)flt-@e(vOX&=0z~)Ps%*E&Z-|5ux!*LQGSFcI_kTADjO!hJc_t|si zgo5y92H>c9{_fpXovA2=GCi-ik zs>ApAq@?c50utIO-OiyyhX7!}H>L-EvtMuN6Wwj-?2C;-Svvam`>>sUkwK=oXf~g1 zmCn>-C6}j^21yEq+53@GjBAgtq(%BTplIZ^k^MU9xpYd7JZT#EYvurg$wWu^=uulR zoFCXey@nM)aM((=D+ONk z7X+O)+VoOK=jXYweh#hrM40b5(!~fXwXl4BqdKK(B~SS|DS z5?a*Vvy)fPM8j~ux87nj5vUG^to=2F?gBUKttnM|2a4bUHBJm&!X?yxG|8{p?c`Ed zpLG$QMYuj-dnOKJev%~}9vM7dVsQIU#3z4|QW-f-nbHWg!y0VWH{uh*|EA|{7GhCg zG#*V62eqh7cjU=oCo(c>_kVf1{KKz+ObrL)R0pl8Xn2G-x5!h_*g3sfMUmmm=u(GQP!kMn6z+tr7QC#+sjhbqrwV zgswz{)zoYTLS!;-fy_RPXaaD98v8QcgiViSuVDzE$n!rcnyoN8e7Vg@^`F)k+BfO%?B}4UVdzA0%!{|OJ7hk|AtW&*e9%RD zsMv{K^X7dX+uqwh3b_y|P|U#YB&+oqCs!8`zMQ^IBC)pWtSu_IV^xC}wrn!bX=cP* z0(N#7;a&yJIj#$_Tol4zAKp1;m?jCQ@eqwU88umFiHXc#j5j{j0*;@VbE zk4ErcQ~*seODK07wn_o7s9T&b^yZ~^ME~~_IV(y!J%F;=mPKzg>zUGptHsI|7voAk z8`ZlpqFK_2sH4Kmvhb(qTLXQdz|8<{ojR!7l1l_|0#C7l3(C0XTwB9zV4M{TQ89o8 zQb9K`zrTRY9K{oY)qDQx)#Ym%gxCoU%x&?4FF}xSpAjVNWAi4{S#q&o*sNs>4mm%0 z`5C9COq-@AXz1BgEFPUf90t3ALrTqKbdlDjuX(Ee#CaamLtB{f^E>(=A6#Ad$;lcPlOa5t)a{4ah?x3u9l5- zLlar0|M;9fPU*p1YS~*Gn%CPoI^4e4(6spBn4iV35|!RJO!et~>9CoPhWA2`1dAeI z)VHJU@HDDKjtT`0Yh`gMMY7q*{Mvk~nYYnjz2D!J{Bo|I0l5xUTNjT*L~hKe^z_iP zeRoFxCNz~}Ud*gtRufYXTIb&|scp`8J*S4jUnKZiZXr6f-9%6Z_?&=$LEhEMS1`fv&qs61=T6(^*|9SUk$4c42usj`l`a z;SYbNb-VQNVH^Gx(Y}HR;1;HxRYNH;ptYhqCITJmw899zT;4=E zZm4z&5s7_0otvwRr8I=PCX#hXl&l5z*Sx`pn-l1=>E#}UKW*10%3BJ(_+LE=m8g=v=^^-fr15yjp4q9Y`kh0Id{* z2S1On!yL)yTx{#;g{k9mqnDMJXQrFf{XU{(Or#vYrM!r=i|6aA`UsaSeKL%2Ex8)> z-L+W*#Cg=L*+!?p(?x%MtQZaFWu*P>;aK0$`43Xc!56q>C?#m;bP5Kw9br6{>i_!hU2QM@Tti|AL!|2m^##A4 zGRrbicL5Nn?82jxb9McJuOUGmLm)+ij&(c&hSdSL>f*^-!h^wwVhOl|nD@(vC%fK$ zX|iWPtMh3ZydgTwIK;?6ETDZ=24B_rd<4AgCFMjMI+AI;uh7DJ#a0H%5x>7oee=sZ zGQU3>S`-fR>Px8>?f$%=5tsQG&#E*W^oi=*)qY$z9)O7cz%sc=;MnF6v=VKL=D)Lc z0sS_8-xZG5CaLi-UFu_h!>7=?bvl`%7*yT~Vj6>+r^1Wn|H$JL34Y#pL#6oAi8}#N zuroEmw*)m5${Aw5t*_^U2<^;bBy|yU15&wItf95O(YxpNl2xl_EMFwPIl6qqX6FX! zOa`#ToAKH#&3h<#_eSz0GOBO!M)uVFGi&Y7CLM~6TcmuynONkTWYFcxn4h<|Zq`h1 z&zQ*ciush^M6K8&~kKi zB#6h;ymOd4MQqs195bJEm8N+|>z>eXAoUVaAjTWGIViDxvE?QyGuQ5d&2Ple#RcwF zlVDC#Z6Q%KE~BuKE?u%@iF-ufCf!3Z_4zqIQKxN7({z`KQ-p+#hK*PviQL{ zod6uwL;pUqb}F*A{uh3=uu9NIXd$XvWLl`A=*cWpL$FB;F={I;q<_J6i*+GDNT>*- z8MrFATWOE1fkA0@cPmL?JXfLmZnr@#-l5+``F3Hum#ZVltfT^Cbur3tjxT)imV#!h z#>g4PO=!_syViCoD=*SER34woD!{s;{L~FNXd%MhR2vm#{g{yPc~)TQp>?~> z&Amq|AktMw1t7dQCsWa6M;qdk2sPF~!6~_wqK^bVIxw5%K+kUu$*EM+fJw}fpm553{G9N6e?;4a{CvRy0JaVcmg#HG^hof$$$<}QTl=M6 z(Fyw?>$h%gj+hhkmof~mGBlXFf{UG9TKR&u@HG4? z+NfM)V!3@b_1Y``%%)men|r>t>ibp2TgOBGwo#F5*Fla!a5tj|pbD)AP5^VAR-~Wb zZ{)~MyjnMRzE1n|@QmRv#8pR*AGg7m%uRm)?U7KpP>h zP1Mp&9xAowMJGG0VeD{|w*|?XfsVsL>fL#$G7X8qm(Oo{_lorJEh6P6opF9mJK&Tn z!HP=YAx%!s7NB$0`}f8Gr7+$AjGfV~P^Dg4uDUZQcBjSEZ)GBxM-kd6M1hqS;`HR8 z5^W@QZ>Z^S>hrJno0iqMU{)bS$S^k_6Ho8xs3RG=E<4Bm*i=lS; zds~*eU&N)j%HwRZzeS`2AIY`*14Z2qp^W0iV8ZfQQqr)OTR1!KDqkcqDBo(H-QKrU z)blPbE-eqWYx;Z3u3Zr{lX7p5?f-5tOo%Cc^0b~G>c`FwR-V(63Z$HASx=HsZ}?lw ze!DzifCXftR}h@BnU`qsq~7k`lJh<==kJCUOFkw3`u*u{$k$ojQ(M-}w6a^LzcV7W z75;og->9{8NPb{bs{#vdwvK%eR`_b>6bFaKcsJM~6H>fD>DLtnYb`tO%eSN3-exxi z|4TAQy|H|i(t{z*STVFrBDcld7+7uPXe}4CRHyh=cSOK=| z*b&CRLOO;9FG4tUHARiWy$-alXT-50k1($UmaWYL2?zxyBG&Zk#&`MtpOqPq=qWg< zmRKMuWa0xu38ZCPe>^QsWUrV$cV}8R3duEt?bEe){v~mAhcr!lU0eDV0g@Ml{eu}UbQJ>U!>XK2EoPvkc9 z+8n^;8^zy*TH@Q%k#vUSOp!kl0xC9FjcN_1cAfpIk0Bzk(-qZHZ{%}~` zCT4#w{u^l`5(lk?VPKV$=zyMd1IYy5AE6d1j-ZnPPX*{gOn*A2_fr9E;Q=3 z9V->{8{i4jRH{Hu&08%xx0WWy9_E(6e&YXvw!IlfCXhMz|A_>rT+ z$z;qgHGum!z3!l_KoABJob+Em(HznN&wEh0qw8;4JeSjp^mt3l_M8Nn?5Pu4v#qGy z(qwOCAjtyv=FU1wBhB5wnx&=$A0K9{Lp-#(i8;Xt zd;BT}t(`>HnaJI6W+)-JK-E-0(<3htdV57gUea~F|AJr}Nn;3=%mYWbdb6laNBf`u z(Fi3%Y;RM|HFty1jp<5sGjya}1~j?C1n;uEyD#xPkBJ{-3=~B9V(5RCtB|;BL4_CQ zq|aMNzYaMzTDEp_AdC3+eQOV& z;|~JB-^Jm>Ep5J{S``lnsyx2Py03E{Z8<_i)?tkGdz;rG8@FVgWXE zzAA|=p7lS#19u+>E=woA$Fi-ovOG*Vd;~EBJf#iQCMcY4!L-xCqZtPGGixQ#F4|Xj z2o6+zn&PE+{Z<5`LSw1A24R6|-I-hoa#(P$6FQzzqef*6a_P4#5sSl3Cu4Z#>}T{5 zB+5m$8|d|G>cYmQ7FW+5_xbe<5EfVB>>Rw8LwPJ4z;g+6R0n_|d)M%c^@R@*F0)Ap z>9Conbdk$5lWh%hI=HVHc2Ic9CJekVMNcO@8K>mZ$|iA8&M2Y~aW{x5S>e}LW3F?o zMP_uw;=DmF{byaHHx9Z_S|IV1RD?eL8^&DE8hP!)tP$oJe=dzam2{ICj+9IkUc+JlnT}G6Fr`tT{z$r6oLEF`!PlUGwaM z77{q|t+Tg^ALt4-T?#tCs8gMi$&TsfLxwy@zbd^tC1c1YU#s8ar@pLIT+Dqe&Lpw_ z@Xs@M@Q-{hx{Cl*c1=c~=eP_DtZRk#cpbn4-Da6`8NmW{F6a|v?F%i>DB6FmS>ye( z$4{JC1n{tt)>*6tH*I#b-#CATqp#^xN^^9lksbK~F5%IEeqn~7GHEw&9)eJ(8)AP8 zCAVf|{u<40bfPckNrEqybzp{#88dQx%z4D~;Xjp4qVwsu#P*b@-VZoYeD#+vhrKln zJZK;P9&wV%&*`{YN!@$Wy~QIJ-S+EkJ(Z3~u)f$$gkC1x$@4QK*vGC(sbzM@mi`Tk z&=x(K6}Xx(p2WiJAAFjDLleLXrHFuR@>avy+dDX1K5zm0Qbtg9gZW!JjaZ{Y;|mJw z8GZo-XqoP!Cpj8OK{&r8{i*a>?^s$0E=Diu;y=UpO~#a?VZ`GI-sO>Dc6g#)5BC_o zp-k?coIg{d4|99D15L^g%x!?hX)^;()(B$g zloI;>plg!Ai;_LH1=h41E4 z6g5BSI^H4**uMPKIK!B?79PW4K@Kq}l+?(~&16I$$oIOQYdT=SMWFi(!rO)C6_{k> zM!W6St7HcSL3K+45DQ5y{Py(Cn=edtvdD3dF75T8T#sS$BFJSU)_Bx0 z?iiuCSmwrs3B*XC#Qz*@@eT%YmtJ$L;OH)VX%N0dsCT9tXIVMF<+18hVw=vtya!( zb97t}ziX-AN?bR2i*4*KIPNcJh=kjl`%U%3ba(g8P*`!lMPcvNhvM1_e|IrAw*Y<} z-~DE$eF3WhLT_3!W4>Wby;VzW5l`!1aT&>8AK=9om6eh7RJE!mvc-b-O=3kTy_R^% z={W4M7d_nfzZi&?{BbI^yZQSZbs$ zv)wXk;NPz2{w1J*)QgmHJ7@bIygS4G6-VL+mlG>EY4tR`?AW=Xwsq@Pwwso!lppBy zx?$&<WxS3t@^zpcVbdH?tAu=jEl|||U_7QMSc86fNj~~w==uu{H9&58r zFPCt^n|{pC%VX!uZPP)IZ?O=i);7oWzJz*RA`?MxiBG5VkXqmz6+p&p#U#Z$m}}g_ zBK5?HV(tSJ>oN*(HVdHs$VczSs>GtS`-}6QpSIB=CqqJ!!1_dB;KVE*SWM zeqAbUeZOV|d|#AK7OZC%33{sx>3HPGRt=LKD(pvrwv%|TAt)u#+=_92Hg|~ZcLG?F z^@FAZstTqNrLiSWT)}$>bi8zjBPqf z`Va5jv!bcnvTt9sICt@F^*!%V7}`W#J8oz9yE)^Mr>N@~1-HwlM9J7E)fDg-k92MH z5j;M8vf7LR!57p!lzv-_Xo!ws%&JvGn7V+oQSq~eBRptY?tq!S*qjo|U1Pk?bx@Yg zet#?u++XWZgUD?H1McALoV~b~RQimiO@4jdPu+t0YuE1vS09@Qu5>-HeC;kqUNYEl z%PZemvT7f8Ys4QO`x3Wp*`mNw!fQdU-O%odEo9l5d^^{d&s7RCLNOFjutR~>#l0#Q zEMq0~>{qv!SyZKI#T=>Aci9#u_Gn~(Vjl2J`QrYEk5a&WsA75yX|AZ-fwgs}_THZ+ z)G(KX!0b#YxE|Dqgp##7^w{-l`C=pyyo$9!62R18PC?I(-u_*!)Q9D~L$lvH*!6n$ zU5}JTSqmmW45n=mAe=>oyhD@i?Sr}AnHsyIk9qqm(W>|vy)nb#<*aqy4ZVGW9SmfP z4rA3)(#Fy4VhL2BURyGYk}R%4ULA*V@AqHu)nq;>(IYL)df1~^uS8~Gf%?YxTnCdP z{$6xEFlloD0)=@3@%Ohl72{VrMfo+Oo6gjB9}aU5Q%VI87CZ(C=q0Xh0T#h6vcC4| z)-6$OYP-M)5N0a1|Fc>-pMZw4cu^$(FH(OGe;rEF>KTG<3E1601xW;P9J1uO0tNGW zz=714B}h7W>447K%O6Zc{;ZRpyDnn`~JvW-BIo!J!bt ziI)p*oOX*Qs;JM|gWMI8N623?2Na9bU6AE@UCxS8yJk(BmJLo(8J4<{vS86~SGK}q z5j!whx6z4z{WSHKEMNiKk>a2J0Yp5#+O&K3u*yRCSuEjVY3A+0avKdUl-Kq|Cb<_g z@9*o#yI0(PC?@YB3B=$Bd2@0TARVXL<7EA_JJu^!n4~Yz@>U zexgoPkq2@YWoZCFy&LgFpvPDgq-^7O1v8)q$joI3FIs^&~ z01a`O=0}Sus1!SwLH>|tQd%+!o&g!{*5tJ=Pq%KEX-Zt>gzWe8k!WStSJ4Ov1tnvb zjm@0r1tG#cA(m}sNKe`tbIJsR!47_($bJ^0ZmGpvD_2)t9-&b6{INOScGAPJKBzH7&`JtSkK7GbW5%d(m%de8!)oWkYuBP8_BJ*dwR7Qu1q7Ad?7Dl$ z@w3LKJ`w5Uf!;U`*#(JT!6ri~*VmQ$41nuW9GccjP`RW<1NJ zqx2fA>^PjUR25ov!j~nr&n;zD9xpV_>l};6fLR>UA_k_dyLNqFd|&BK#xx{`1?Z!o zm8#1fw1|J#oBK35f>}&*?yyv|?v@4tsAm+w3i4I94n)(-cLQOkmW|>xh)3E%X?U63(}<`r zxKdQ~>G&i&yGsC`?DI`t>7{?v{OFP9Dc5vu{QhAwLm?5@&PdG1R9Hb6sMHBT4S(_$ zB#3`e$2jzbGI0eeBK{)?5<}c%H@91L84I77LQF{d08r5x{)GTPE4v=9=lTi$iGhx) z9!@R_y80#fn8NLB>GKC@g7E{gY>VK12|t*P{*glCo32ZDk8BjRKbFb=s0muws^z zQ=4v&W%)9$i4a+bgy=@H&jS9XkKa2)E97AlOVab@-QzoD_?wdf4pnZVIPV!8IX8X3 zUs}HIP!r9f?<}@^(osie10bzQ;XPlCo->!dFQpSV=0Q{QlzI{ERtX#RQp zW3aC%)-GLy>i_xs_fHlagngK{v;6;}TzCh;g4|JJOUY;R!u6u?)X&_$D)7K8VVED< zGO2D&T{WH4q5sP#DYg&Y=SjupH#c#-AisrTg^-w%J>Ga7K3}m zc)0jI)#~+oY|BNX>CIT*xNz||F_NSW;F8b$V+ zMAPgyMxw64M}{RaHZ+1=!*54IQdGI`$>lZHv-J^T7zKP=z_LNX?ZdQjW?Hkw6E2W@ zq!<^vtkUJy%K7*HJR;d8E5lM(K_e#}(N{Br`~G==1>zb0(OCCkDSIqL>b?Pf2vsK6 z&DX-@|N0x2ZHc*9>QfV6iH74!m-SaNE#CK_Azn8)!8ZWO7+rwuG0*Wj$eO0utVS9` zHc)xREYCkJ{4#&VQ&-0+Q$nc_HjS+ha%_~L1-#A;>a~2P5FkJr{3bmo>BvP4dSC{jP72bhgC2jRhJkXQdx-??aT2^h|?h^Yg`5#G62cFUuy za&hf3vy4VW)SgwP)3;Zxh6&cT;;L1pyA`C5YbQ)wRDPB09F@Fgv~a#@a%~lUubNGh zAlZ|6R%ixfftFllh>391i}Yo(qvI9RgrHL$y+>t{)UqKma<)!u>?;do(YtII?pvj( zK#h_*WHh6TYa{E#+8wXGX;gV4Y^N>c!5S@oI*fMu5br%QQNhnav}7k2xrE!zUO5zQ zXK+>Hin95f|32v5ZJ)}7&BkCO!E(d)_1@8?o(z5CSpL26IBFRZ1?7!;>%`$gV%6dFxyZ!?~^~!sWvf+rOqk z*xPsJuX&@_a9(vZ*6=Xp_dx1UwEGppdE^pLha&&cMA4X(lG4cA$X$|#c)LyiygS9T z0V5ux=2)#sg>v@JkikOj9C?t2IrE!V5%ejC(-6o ztrUViE5S7f8U^yVi?G6b30(uRK43OaF6$>6dNO*5*b8P9Bp?{JsSDYjqQVT!=b%tu zMQnkom(P=kSRPD#2;oYLCwh`B4cf$byYS)BkH>$%=XzA%vXTTCR!$9-{3oC%O2L5i zk?~!+-GBTzcihjFuxH%ii7QzWF$A3pU$}h$Okf!nMc-$L#bhKGaI8S>&XO$%nnP#< z7`bb4I#?fdsGtIzVGj}LRs?h4OA0SsdJ)i;i&{6oZ}%0{`kqQpOS{B>PY43UU}5_c zaC5=Hx4?5Q{$vwfhQb~LEP zryTeS4w<9cc>MJpSo$`vc`@@Z;x+Ih7!5njMJbt@%<8otKU#t!uEl$0IOB{q(5T@P z9q%ERAs~(CuV#>e;*r>G{s%O-jqYUpSqOg2(UI;P;WBC?^itCzSHOYN^{jIE=-_SP zL!6UTSdwJrx)hR5Al;CEX&IbF)6V;PWsAX$?2E%zV7mi0VY#j9RINJ0EjNN22(~PF`7A$&a{5y36=F$ibx{37@l)%cVoKb_b)r+ z?5R6K3`zUG`s%zw<~Ka$AbR{q*U#o)a42%fW_Z z3n03QdN-XYY_M)QKFf?+rN)`z;F6&_gVZW^`*jTZ^-*O+ef2;Yu=o3L2Q?x8KmrE~ zX65+v%(+|d0&qRlj0za5=eYbs9^zC`qLN)m2lrER>d@y(f9Cw%(;g}OC zvcqol+4IliGdCaHf&(&UE1QVi3ICXJZiR-DvU&l2kn*#=N%-N_qDrHs<5#lgjbw~k zfs?W{>MD;e;5)#3~y%nybI0eTk-2=W`zTGF~<)qa9*u1 zab~1=c=-B1E8OfgQ`<^%?}!L&Dwz(%9fDW89*dCiqusza>%M~IW&+ho_snXtc9ji_ zh7%exR>X}6bw#`au3N$7bhF=MP7PREGnW z1mzmULK-*1HC9EFLl}fI@yW`60vK3$w%N;PIUY7hPDw87%}YvqE3SgCzhT_qOkOA7 zzc2}bmN6r9Pm8~69$y~O-CE6iNs@F{%#3+|wcKND8P}!q7caR1WAhP?(A^&s`j(vg zl5DTPXUGurHRw5!x4sL~8FuQ_v!fXDJ>PMoh+tIj8^OA&c(!)7URGUZ?6lgP-X0T_ z@h@Yt(ePh86}f_bpi7hnedx-6|KnD+mpremEXnHD3q%3TAVtOe8FYj;0xMwO|M?ml zd~3`v9m>u9_w2w+>H{5m-`nU=+4;~`oz|nP57~G`UXIEiW&EwhxfA-4ha%7Go@?&W zVvy5@&`@u;_L*H;#6&gK4>g~XbhB=4?f#cD!c!t6D`wu_-m7HE+goSr59EBG7Vx3D zgb52s4$OP6@?AY6;}!0qRdZfBCZFgXYb%Ub>Izh~mqC^@m%g+yee3W?^LGOXl4Sn^ z?Q={dP!~}Ma&avXJ*Uv=$y4Nfa&#|q?_^*NK;Y2L$Vi)upJw2gusC9a5ITx~pevI* z-1jiOT=YCZ=;2M4RxXB?9@uL__ZA7LPeh?08ZF%GL~+QRBu$}%L2ESPg-<_nNC`L^ z1e~_B^?D9nxNUMMf_G{C#isX-Pv3#%4u1z4@L~vB@qZJwx)+rf0ee}P~-4n0O?YpEdhJ_8i z?fWoY^2g-Bu(|+fZ-vEuLI5dr$+kt#sIl;}i&l*H&MN|3k(9uUz>q0N=T;7b=m?|V zB3+7FC}R{*(N5Q~2b)-&Dm|YnX;Em;LU-@har!6r<&ZPy&b@@7P5;e!>k;8orJ~1k z9t|qU<)ctrUkrv1l)d{tRs~~(!W?@s8UCnBJFx`xS0ZxI&Amr$lQ?FF#aE}2!1oK2rhb7z!q&d4@}{qoO1ZEfETo}PRlY6%IROwXO|@Q_{Hw@AqZ7t|aG*hyUyuJj{~5i3wX^f-hql|R z;(gc5)H?sJ=62jb6&lDZ=&N`F8nEX(R(8&Ss3N4Eu?XI9|3B=myNSN7x^`n$DF;7T zx@R{lrad;7RQyz@BSvj*LL%!X(!MB&g6iLlI9X-(p>0(_1ON2@ZF?YPQ~FFfx>#T} z$9oTrwe10&rakQJkh92@KR$ zsfd?6uI0F1Z~4SPV*g34SUn8>!D1&hS~sFGKOJvk(DOQCTOtc2*&0hloadAg2!>eO_5a%m0{^pj>Pe zK@VkdrDq9UxL85o2k-j5dyxS*Jx9QZ)EbSYqw6NV?`q-J-ffV*qaLtmnVJ`V&Lw1W zFf%3a8gi#s&rExd9^b4bfJ5odZ6_kt8t2Uj{))06K>bl_o>NOozeF}s#$ztrebx_` z8r20RyZo87FVF{W^%t0@!3YAJaw}PBXGLa2S!M4JZKXCcoK6c?KB7A3ETgE+B!4_dvsX#<9pHDB(Ik@DQ^lf%O{lgE%ufV?-F z6h6Ti#T!Oe(C!aay7r8kip4%o0}fRWy{2D}796;?38+OI7s9`6&_GC%QOiyznzG)= zlCXN0s@L?S(-eYej-@u}Sik3$72g+zaZP4np(=U5i@6C>TiGNx9Q&h{f1JQ((6>uy zgyZe?CG)Dy#%WD+wr`($YFX#}AkZGsFr%Fy-s{_UdZ_4*!*z+15lLI z3L#NAP|~`=MbGi@@K+yd{^r57bu{z>vDGh3z4Y-}!=JX)xJv+w<>S6dS=(MB)?MyQ z{K5~L`b~%<>%<{$ehwvvC$Bk_0Ux5?BTzaf2TVo1-UI`uCZZ!jP_i(lby2Dn(}f^? zNMqUz1FIay%mI_G`26*c6Sm89KjqI)bJ_#Hi)R?BN>BwEhS4$dRBpZ5nA_NoD@Pnn zY$f7ObE}6iyJB}VX^#QNskrT|H6hF>oz2YJAqluhAMHDHI@Tana@tn7eEetSvrLmZ z4$~oIR}1zV!oZ>56rUaDTvdjH0{*vEN1w-j7!%hfc3NYSH$*M~QgwMsj%pW<92@E* z5GL`Vk!qEk9LS0)DVHeB+^W_x$}l+TEE}8OcSk$B@(uh_9_F!Cxs$1F_$3UR`~B-DrEizdgS!19HN;~s z?BoW*TSJ7T;SuMS??RTows3qsyat5+BPUMki(JU)e=$dzTyF4vGW8dmlxbkWU|t6v z*t_@o^~VS<+3O_plsvb9NLp6p9En9{ar46_2Ss=MDGnVTAqKYw{74{6LG-G++x<6jrhtdHE>v41;Xqx!TfoD0s zBAWoV18qITcdI_9)-WqlPKtut#9?SG-X=FwZ2edlLm%L<;1f7OngToHjCpkS??As5 zqO28G&8^&04_4|AHCG;8dlhKWV9Vt_>6mz^;Tid#!De+hV9&u zyCrA!rgOPls_{9Mb=3-1+k7v+<0(6NS;miFb!#WyWuERdqfN@DM7FcORyCzd%BI|; zkbE`FbT->NLLo3IqPS5dfl8-G)uTqO6(`1xck+mPy2rHp$r>p97IY_d*V7}e(eB7O zKJjI_MEkp7530!XdlUJpHWUI;8iLGTcp$Nh^vKwq8_OUe*L_+Q;T!kWG0?hX@s$A3?q@Wmm&>7LbJ z^GHQ`Nn?v}Yx?x|V9P!}T_99EilPfq&urPhf9CtLzNAo-B_^p02#r5J7PS*(k7SF& zD#&0D!lB)^Z3Ki2-Ob5~H`+4p!UPj#EFwQ%?cMD526uCLJ#x>YvHSHEydR(Jofg0R z=O<4YC0ccDN@Zpmc=^0=oeLTeacMI+I^{2+-2Qi9s@R!HKN!#LEb1su`#QM41N)KK zYEeqxIDoD^^3mk)xQsO>ic?d;7#|jppz$?%cm`%^j=gkg=1N zSpnUiLjU49T;%ALmG~Y{7xOL`g(q2lrmI2_6=UGK<7e{mQ#p+6JI#IP&5Hm>oI{K5@bmb{SlH(&zU-E5!ZD{BEgwcZm9tTbh7s7_}v3nfSQ#P>TYU zL6dnFPI6sxH0SxKg)7JpL7dK4_!a#}>jp;!PKP!m8e}VNtUMhW;q*i96I$rPrHan!+O>-e z656d=HHM1m`BwwdHH1oykOR}~<+-;TJ@f6gJ;wtuSkP;sFJ^LbS^bmmzC>Df|4*at z9BonSs@=#XXdtko3M4<>``HKc}*z=<=rRQ?c)lX z1DGRDUbH|ejKlofXlrxgB~As-oRwN*iOQipz%(GuV^LPZhizlKyJWbB6pcGZ*~2P3 z&A^U)GLb~_#&ZA}kwj?nwsUG?s=|7Al@afHjv<<#4fV+>qI_VV!w)*92(UV_u#)|a z=L2ljl8Ll@IO>&VkaPFn#Xp|!=raz1Dm$W#=LP4y-@EucmVgEK>qLQ$%vml_3Xg#B zxJ`_or1_5disF+iF@5sB%oLN1ii$ZPn-PHx6W-=eE&K;lkg(XG<#)$6OdUf=71{#( zc^^xHlsHD?-<=uo-~&;$(OM&ZD9Dn#{rmOqJ0;e9B7i{BXldD&u#}qIfUM3vOC1gw zwy)bSDpVlnbzq&) zlM_a}ep`!aO2%SoB;f!KG1()Uo2}Sn^#x%a&CO*M15@I~F`WW0zrW9&D{ko_#}9ov ziVMcvuPRL34=k^;fMpRO2YXS%0fH$Rm>)ZOZnfqZr@u($W9(=wrV`i$^epi;giSns`gB8d^sBF3u36*|7lKGVjPPB`R-5QUAs=%k z4;fPI3Ki4;gVRw5a)!k%B2)^2TVy@bu*6on$L`wIjf;&dsF?X-_p;$20ld^Fz3(=n z+d;oSik{iUbIR%=*u0XO7aaTbZ23OIk(*JtMfu7X6yQe=G`6q4U-dJdSp&{Wqw{!tK% zCwWnHBNlyGea*t4ckkIbK-|K}A$ZM%;1*YTlM(N`T3Z(9=BhVYIBEX;stf(BEo(;7 zw1{@hz;S)`H9F_=`lR3Q#Tm*|5~DOfPE7Cu$ItVa`~df5Pm6frkO1dde54(AiLY~P zT$v{0kYxV@>}3zykYh}7V^NE{$~qJ|;iM51x%J>DlLV+fE+^3zz_TYXyU0XJ<0bND z?nb5O1Ao06k!Bw7%kidtd`0cdBY%25uL;*KsN2hWb+L0CFbjtRj6P=7`}4^Gnpdz{ z6TEfvuX3M~0G2jzZ4xyWkIqh>9WYJ=;CV*;Wp*zkKua%F{cGt`gm03pqu?;=iBIzI z)qVGO2Wf>hD+HEkvw>sPt#99BuC{@Gw+|jTu!&QQC#@>~v^8JfE+}Es83`$NGnMCEvsLA*U8Se_?~20uxnjmdf%wwL@^W!; zB1E6W5rfrnv9?^Ae*N>k`m|ZQNd2`_`i$WRsUrF6$4Ynn=_jSWL$OcNNk3<9Rr$DAQB=r{#k>m!FWZukPI!RlbL}(iiEQQEVn?f2%#hx9 z;uT@}rq0tl#@82XDKE^tXf5-9CH>|7`;AW;P9$fuNv@5)bgoR}ne==h>nb!7(TWm+ zBU)#=R!Q#$u^$GlbHHp5wM7~XyW+%e$LG62oXCco41h!-`6+=nKGvN}eOuZ@=tst| zqyEbWik=x4JUX~6Qx#=p!MwN=3TU!fzPJu*Ad#N)$GgPME{c*$%{fNOK#>rfnLkm% zpiw-&bFXDxYN!0#Ie)aG2p$OzQlNbVYR^2`wC)cfe9@9w&tgGx5U-Y$fU%|z*!|!2 zh6RWJ{2&idlI_K3i(!Ti=yfLdv2B@akF8@x7;wMwl$95~myAxHlE1B`6aGU~c+y%A zL4Gx3#tcc@XPSFSfkeS(Mb(mtNB9>qNH8JY2v3MVl_Wk)EyjtRZ`#fea~-p~(kk(tq>7uh5#y zhDCt5Z@1EhTF7o4%ktF6W$2&K9=Y=a>LB$e+K%yVDUJ*C;l1p)7NwDM$KRa2a@0XT zVuJE^w%l^~hxZFlS<|81zj!FUidH6jDQ`8vlCA}ULJksngqHH}-Q1HrJEAJIJFq4{?TWD{fg1RMiO>m|r^4+kDH9!vNrO_Cy(QZ>#aCuJgiFqa2q_|x zgx$QU5$mbXRCNB=Cp$OSXXmiw zzwCP&IES>(fvc_1Vw@Y;^vgzLB~rU6^YQGEDtr`{L3aSgtXm?)>e z1XLB^x~JPnywcoWDMeLTj^oT!wQEhSRo(Ly(b0Lp`U|nucRBDmU;#swV!`dLi&#&_ zF|)@+3WUAl&<@HIr!bzs(Dt9Ex$RQsY!PM!AEU@g`OkrG5~K>tHm&2x{WruaLO!eO z=UaUmeuF!6bGa)vg+su_#P26_2)##JmQ~)o@2F@nO0V*e+qCOfU`SAexwm%)84|xF zlbaMa5=Pst+wk}S@<~KEh8APnUZ50wHt@Q8yHc&&@VKOdZ{NNpQ+sqb3;XhiryOtR zvHO;>sC$cXr+nOlBAlFNZh__FQ@X`oNqszG<-aqQ%ov@lx5xB*O8M*)%?!?;#qjg= zEzQlaWAOyv8Ey4rTFNn-GKPzWkyzfy`ElzV1K*w~OUa4yqF-a(_sjixS{;ULi8SXZ z?Qu^2L?dBjYKjE6h<+>1WB=BzicE}8)lzJeFQQYDs3zfykQvf;Q0!!J%Zcv(6X1Pp z7!0_X%JVCA+)mAJ&4jqhr!57@f^1Y`E$I;06ckR6jJAHKvDSmQja3&W75~JtEN(gf8DXO2Zo$R`^U|=GRtp@{Fy{DQUx)b}alWl&5ZdH~>+sDv4PfU` z;T26b2S+KmLzb+ns7LU_8TZt+>fk*2_igs>QSv=P^1v^kSjf8@(Cdr=N$LNIKb18G z{eLY0NQF42?WQ*}=%9!M0JVyfVwCyrlduSjHf< z!F^=OBmLpU`}bP{v%D@p1~WqMt9#1|y)yB3E{;aeU;n)?E^gYqUa~}uHxw1S0L`Kg zIB~wNDK~{|pyGdn$t`O3a4i5Ceb>B@BszY~g`Ybte!P?EP6pq(D#K63#FCIKZuw4Y zY897Ny>p49d7_!P>`}a*3<=6>IA;fyzC1&EpBH5J0PmGK1FH!yDtn$^EC>5FWwCZJHBw`Lc*pbIn9%#}CilYzFZ?pJ04L<+d z$C>r^@XJ>WjWULy?g1FGRJEiNH6qH-{JK3@+{2;mn!0vry~_Xjv0IwS%gkCQsRV<_ z6PX}7KRm!_M&AB&+Q4$Pxhznx-PNQr?V?yJxS1L`eu?9E8N=Q3IrJe{p$)vBuIU14 zE-0k5cwGk!_;hN3%F~B|#}yP$SyG(3*e5vK`Z%{;`7f!^PgL(*sYu*BLg)#XB^TMU z04u8N)61gCmA&SP6j4D97}20wuV2gEtYh2=ve2-<-jO?pC_P6ehfUHOlpH$w?y}S# z7D}x^kbyv2h%|?bp-{77F>UhWp~>})`cKM-9k~ku+GhL@&{M22nM46gEkc>CyW>0E zO7@kn;*!k|7<^!u|HVd*jF^pU|9bg_-(GTlPgS+f@0ZvU!yo&Qh7ecVU!(e&i$2|t zB-WYer#=~v$K0XabN}{BNnF4pD^^6_X8GMjiA_^G@UBnYKI$uzY?GmV17la#Ix9Jz zYGU3S8OnNwt`~G3)pO&_`$}RH5r=7ijh(h0tIeFf74&)uNW?i|^DO(DzoDgX2FQ4M z_Qt5FTD%7r8I3xv{n3R>I+{zIaM)I)Q|ne5lv*ZFnf>$AYbu!6Cbi$1o`#c)!zvgv zr6oiAc`S3>VMCML7b!aezph*YXU#oZK}Rz0f-}uBV^7EK(~y$-IK(yLcBKZPLqc!g-{R$0be``oGT=8h;KARy128S?Ek zr<6W0`q=1`&qOYTu_L;0>OcEzpM3uD(L)49*l+SIS}RCR=}?^cz#<9;iWcCojUF+B zBGqE$%yYywy1h$57P&Yi?1-qb4Du1hL!O=?F+9Ej+!Y{ryIa~m8Pn&?iApg&ibv=&sh4ckXf4s%ITQvl_~2dj32*Sud2m9c}o^Id|lkQmv?Hsd3HUx zrdRL` zI}gq816p1ftf*95KJVb~Clh{7N5U1tPl-AS0$&TZ7lp&zi>U?IV`hRq)1BU)ujf;x zns+O}`B~@Eul495FY|zRUpkBI1^WO1zo_zX#TFr*kbWI;f^f8XQOCJ8*2AOSpR^iV zlljVjCDo|sMZ4nr7#Q8>&JDw+)o9hx5@T5Dxn5oa5^7O&)tV;y`R{}hN7j%tIhkoi zEaQV3U5-tA>p1T_9V3Tl^g0bEf^WnqN0eh=4w5ixy_@+GztYe8?KdB|$|h!dL8sYw z$VB0!%hkiwSf2OMy!5koz3h5RuvVe<;LOcN*Ai_krifAJLZbX>$2{_a?F5Y`tqq7S zIPe?&q&RljQlL<9Fxw|88eNKb!@2G{h4P(iPs~s z?Qo@VIt0;SQU=MOg)3h6%lCc%*!@O+VmGGkAcAgvW~Q;n!IHTH_$omC|HUwwE%S<* zsN>m#9UF=00FVh8Z!3M`%m5~VFITRtuT+`l>T1<>tI!6$iUt;y&LudW)+Y&9Tybnge4~a_O?pX26+H0;$HGX!BdGAA zlv$8*2#g2K?GC$Ob8UBNt8-aKb$Z8_-ugYS1vmDt-`){SiVwLP*_ zmS%F_&@avj`N+`ht9nnVfX3umQ_Iz{mzHenF|5enF()ayy6)u4ww>cmRTa|* zhw+L^212FT-TMb9EQxqs7fc=7wn!c?K7zvovv{{S9FoKpTSus|=!#c)R+rXHZU3io zzE-H72`i2?Xz8VkjcC8>=s4^3lPbL=4TbxT9b*e-AIsDC^7QOtW_H%esrBf`onD>;;sIOS?p8F%g2Ky##Y(_5a7TXV38D zZ%2a~U^n;+ija{gI4tvk>*6Q; z4Pk!Q%95*YyXifcx&?t};k^ur^`I@h$X-pDR){u9n?TID>bvjLJToYCdyJ93U-KAh zJ+OS~a)_cvi=`|rO~S+k?i6Jcf`+1fs(yKkzUDFMNJ{a7KdCd$$TmtbI^7s7qF8BU z(x;>W05n_0C4{>u+kc9lD7VsE_^G!W07hgyM)Qb%{~92nDJ9r8jleIdG;R928XfKn z_$DS+Rw4@x2lM^V<@X78_LOJzGj&B8Ky1hzRJuEJlK{jq7m1O_uVBFpXFa+lCz zqGd0>SMu&pVo<{$nI+Wsien4aPqjtN@%#%7e};lmJmS;J6C}5hdFAF zde`~S=qd?x>uPSE`?$p?5MGZJIwRH$LGxm=d-CFQtkLvXA+#8ckYK-i-?B+wIu4DY zcb;EnncS+vNP1JrN39vZL_%r}w+u#Y#?+k1Kmy%j858m()#CfYn(gX9b5@t}15^1FL zdtGLp=RD_e&dl*gy6gM>e6Hnvy|4GXfEkg$7K0YaBf6$nf?Gb$BG3jbwKgk+8t)OZ z)^R3qfK(}roMA2w{0b6Td){>`1ISYZJYac&}@uj$;(^+dw%Fd?|>WMzA zyyTy5GvJ|w==?nC_GRYuvJBKz6Wnr1w5EcCgE^|a&a;OjeVz9uI1gAvgSCc~{Dep> z^d#QU&HnY3t7RmC^bFD#!rk$j{+1R97(#m3W41u3_0u;A5(U+8B5ap#dGv(n@D zZQb>SE10X$$*S3p94V+aNFY;Y;iNA(UK!}h=EvXA_XexKV|*)|$FHY(dKyxn-FTh! z_3|X^J{d#p%4ebH1dYwDS826#2L+w5c$ECQb)Uz{kP)7|o8WxyDjK7YXaCW$?QfRw z&5N*K*S*28{OWaflx^1% zR(&6(EY+JGlaUKgeONtA*e=F2;5 z*t%61b#IF)JE$5iXLOiyM#M&>4O4iOHlEQ^t=B z+DP-7?G(%Ts{lLr?dHJ8hcer~d0$z)Nqfe<@RebfJ?~rVs$w=e7k2x9~0fSK$&nr+^Yxur(;h4*8dl1pmAm zu29|g!sD{H-PRE*z?$0k@53pJ=H1@CfuZ6>P&)drP{|#EYI?qtVdItTA2H+cpgW1) zD@vRKE($TMM>=v#RFA@#Y}j-Dt~Orm^BVr9P`R*VX3Tm+>cO1<++^tHMNPnvEtKXy ztKX6y>ychP^kLomKPXF|(i45}vwOrU^4RkS5hIp0)RgBDLC{5?I?TdC92|R}bVyi2 zSYUq612GqES$K2ViJ;hj|DBz!E$%sW z(?*5tjp%)L44hLWwyq4>&MpMfbqqwree=-LKgP*g64DOV^g8}M-Jl22I?EtOxR~P& zr;c%mtCf*E9Oh%@)Zfg;;Ld2W{{iiy0`Ll^L*4G(@P`f?%vf0bmO_U8(dw0Z13gw8 zPp-){y=p}^{XN;PEnaSy9zEJ^7SPV=rNL6hroXqE&Gsvxb+Phn8`ZryIwN4^Brcci z91R>ea4~OQwP}r$#$4+hKgS(7RW?ZFgTe#6?B6Ov@O6p>x|1fJu@%*;F}-OLR5D8U zl2Ih7Z9pVzUR1lj@YaVTK!FD1Gmq#e7O)HfjxKuKo%1hD3CX*Lqr*|94Q-QGbmb}y z9Wy4c;c5rxEt??284i0hH1XWENdUA! zO3phy9NWA?ATlaG-lL!Tt6nK1tOJRDMIE42hlA;9|BNjHh?CWU+ujZ~Sv4cnEozsb zJkMCV$DvBmCKMM77$ldnbq$`BTY-biG89FEh>bOzAVRSTkVsAEd_F^E=kR%@X6-`t zl#~=!Uhak@##M>1kFEEsdLgwF43-6QHQY`=pyn3ocxWkrS-x6{F6%Q2hvKOxqR2p7 zh{%0~A2P4U)YNpdrJlZid$0px0tsD{ON!`8Y4^+*lPxlyxo5_^b|cWrbfNeyu%#%L zd>eDUd$-oWL*NfWAeK2X5Vk_^$0TsSMDVfRK~ZZpE`w1{n)?&gu!~vv8;T)ec*>&zg13)PvL3`2#;Yu&jo0~BQkmrO2St6Ogup1k*6-AcE}__Fg$ zuX{PHeW&(sObTvQ8F#*+Tg?%D21sIX;y5xh(*sa%CS?<6&Bbl(ur!@oe=j(GY_iEd z%(gYM(tp@#GtC2+(UTi^^Si|E!lFi&Vs7z4=Hr^I&Z}R2l_Lgh7?at0`v&Uv3342I zmR?pki2<)4ZQ!4yfnMzVSNhgltJ(ViF&?!35pyBmI zwsudbcF;SxDsFfGdet&G`STy09N^V8W8cEgojN^Xd~i%7bHR+18#iur&Z#Mbic8Gc>=ygkeVG!6jXnjiiqt4b&0b(;ic4LaKdlOv z-@Crqfb&gx_-p4z_+Bo)+dRg}yF^WA2@tcJ-8v)KOzJnBmMxjcz5T#87YNOw&R7MOH%oxec3j#R4{Tz0c zDV0H}(uPa26Y)~N1SU_0&;Qsxb#;8ju&ohSo-RlzxNu>ONEVn&n_zZI{Yq)Q^GSmn*j5?Nru9zjuXiHS{eW448-U51 zw{Lrb0erShrH?V;KpO)~vNd1#i)&Ed$>~nEX;ZR~7Y`Xqg}0qCRUs=`1KH9Q`%9qR zvGQJQl4u!1AD3h7%s-5VGZIBG-cI(zdO*Jp_2ekh%!wyg&TGjU`SrJ?IQziB5vN$cAI_GB*f5`>@({0P zZiW2FVstF#CA^Z*2Uu6tpFMnu4=vAFqSL)QPh_09v-;lqt=k9Usa%+*$ymJIwqhkW}+w^;t77 zn!uSK16(wkXSIPK%(aV8f{)>i?Dli$m{PMF4;>oIAyaZ5>WF5?V-qEgZrHTR>)BLQ zOh+5ldnK{8dc?!v%&NA<=#R(K3vQ-J(xH}7m5iZ8$smi<*}{iMJ$ruvjsRZjn(iC`>F!sfZeM-X7F-=QEa|Xixd>+>g(9!0%jasY=?FLuNn2^~BnB3Id!D*W=lBs_SzVBY z;2n`4QKpc!POwqod5Cq8td??f>(o~R+8sg|c5g4|E={_xI;?Q;Ulp7AqIv47;){BN z4L+<)wK(USbHMTbs6ELOSCq}qoo+de{xY|4$@~yQ+*CR9SK)dpoHXh?zEmjMJhZp9 zcG7x})vf^`FKDPN=+j$eGo|A5kIeP~u1AypcPQ7gNy*6(ViL$IlR|f&ytmG+6aQzR za)E)0-l`dSZE9a@n$bVm1?i-AF(BQvH4HJa3Q@FD^U!9IVLlG$_!(^!6>w zCwJwiR$jdlCtLP>mB12;Vok$A0|$2Xs#$3JzrTca>+$kCsONMfDlJ*Q+!&Z?cA(z7 zWh7Gx`E^YnmK8!}5?663tyUtV(9o)Ou**vyz}V48UX~Z-(=VG+WQbI!F~R{vxxL4% zkA<-a6*04~SwD{)Lg&lbDD6a&({ydLPT}KwCIJP()zHUb6?mSW*ooPi5!X?!JQIfZ zr?za_^23>o!g&?L4!T%w4c6V#-P{OD)N{67Q-KL^V?SEd*YI|FDFO`W7`Gx#I>9>XWbYPDn)OpWCSRuRQbp*nWX;bVer|o$QtB)trM5!z8p3Zcv zsdlJJbPk`r{tK;VPj6Y{10j>vTOW!KY_DmY!3Q60N<86!!mC|!3rUBGv}di5mFAN}#c=O;_2ue2GgKW>HfbXB_v zNsBU13}-L2a{9@q?x9aYodsFC%!`n-iey~`Lto|AXTr#$s4xaJ16(@n1KMlMOvxBB zVQ6G*&?8b1Q{ZvWKE=Ff*SP1z!tb>L_J{QETh@aYeGR0&<*#{7bBm}UIjc>}R-JLN z;4hHJ91V<&k{^y+{GS+S-O(@IwLJdcox%^-fV#wlJmZaSAW=IM+-NC7UB)SwRNoYy zTS)qc7PL=QlXg2Gby@zI{ys{h`)h2vc2TQT>weNQ_*0I?AUA!^K~Gd`jB%a&tm?K~ zn^4!hPMO>B^GnGJt1KK+IleaSU^_L&jEBARJ04zKVPh0~!!O5dZqiwQ$7w;H?VL0( zXlGi%RvZhYD%p^-i}V*q5W>gqKdLNlomuGo+udp!|5jE{YUMdoYk&I{4*f(8&5ivC zV8`||e#)HF^9!Xx;wN}>{18?lAte{jyq;Mc?&_(ekl-SuM}ID&jkdH82-1G7{bcmw ziyq0011DUHut}Su6EiL?>Q9%1ymhlRRh%}4NYO3!sxxgW(NS}qRRa?Dazf!ntqw2_83s;+KnyspbP);q&% zrd%(L%l)|M^M|yDS>z3;)7B^|lCi?4(px$NQ47VIHU9)rb*FWWGc70PmalJ|qE}sG x6EwHeSykCe3$151Rtxvny!wN;{rAT=!N2siOtBmNjg^8w_I8f82W@7r{V#z_5S0J` diff --git a/images/pairwise_zoom_5x_best.png b/images/pairwise_zoom_5x_best.png index 27f9547df3b3e94248cc4bbf9bcd0df9de73b06b..33cb85eeaa9a5d42d7b31be06a6a900c3b8fcbce 100644 GIT binary patch literal 84635 zcmeFZcU;f^-#_|Jh)}4Ms5Fp5MJZZFsEm}hrldtfnpz|oB}K|;$Y^g(Em2amw6wLi zhW0x5XFi|nT-WWK>zv;|=XcKSc7ENy*X7fAzu&Ldb37jR^?cnsclP8uT2@*Lg|bdg zRz`_JS)M?lEK^^#5vKrPD3cWu0KdK1na1#n; z8%0j$h_e05fhGqnWtBym;W9QBTa5x`#tp|AMS1d9JStcb;MFLqylsEK&}sfN3>)@; zT49$sAZK~1fN9USD&@nG+dL{QX#yJ0Q5l|0&y}9~UL^MEUAdQ3$Yg&(iCA}|b}#Q$$N&8WtM}^N|M3#z(|Q~J z`SLwsubj~Nd>FMq;Zj4$*_UEBf9Ec; zYk#oy@b%rGnR?}3R+dChPfyQpr+a8^aA)o^Tt}3ZpJc@( z#cFI3HJ9;Wm((*cS?%oXtbXCbYu#LzyAL0#n%)@eI&=Ejz7?sdspUU@9Q$-<-LL-s z2OS+9^4%)_5fQw1!|p1+KC!D>CB^@2wZ@r%z1sOxBklTzhAXtSwbeB=^z(18PIsD4 zDo(V%c1_T%W_Mjf!!cc5j;^k*p4xbhhwPG3RjF;$=e~aZO1?jR=8XR3%XeNK^K2{h z-a>KXSBul@DDq8s|Ni#Pn^aj@S;O5St~I7-O}Ql{+1|Z-mynQf?$D220s{1d^(pSD zskUz$difp)2HwTm`BYWKSXfv{-gaTCo!hp9=~L-+ugL3MTYyt+CT=h=yZpUFm4lxNSL1&Ud5Jr_1vhGESb zDcmCFGG`z3Z4JeXMQ9nu>L|YaC*@>h{v@^0q8^4hJ_-)Tm^g->4?kI z*C&5%KlHtFG85tQl z%nl4(NzcsW!f*EO-OF<5I`6*y`!}$$dFMFKUTn&=2^2Q*Q#vgtC#U}2c!Pwbq>xD^ z&)jr(2)T-dnSOzRrVq@LHzs6eCkB80{_W%CwRYfVGL7@hAI1A=hj9IM3HsDSjTzJo z3=Cr8;;+qWI;RaMF|$B+NQ#Ctw_ zwizS1o{7l=SE%2do=sbAvV4FJ) z{gatYhp~6KpYw@WYw|X?w%sM$#gLPeGi=+cFkfHaKtI2*>)#tQtdAdA|Cz&ePElv# zr%}kg`uh5d@jBU`yS~3DDLHlO)NyNT>qP8AT4#HE`@0+O$-Mf8MSG<=D?|OUoCZ6zhHRMTqts@huS_O>?0daQ+0?~{@?z7RIy+Qh`PYkVvwKmVwrnwr}Cw6yrt z*l$>+GDp_S;0MzzhK7b08&aeU9--TeHI0~DSM%P}rL z@>0Sf>FDgKfW7y2?AQ?&7Z(@k>&q!1Z95P+_srhb%dXksB>qZRNN5A|Uag38lLgGW zcX8h+U@;?-#f1(NB^4ElbN%tT$~t2oX*kI5&~Y{%S7dx07KW?&tds3nZQpo*GTnAi z(<3u5kVSF*@`}>Zv-<3YWoGBjJv!=OViM`3bMfNEj?S}Z&xQpD2V>_)3NIu}OGgF& zc>bv1I##FuIKz(9>sK6EAFuskhd}hye%+r&#uqPgtGuq^Bl&#Yk$_VKsx-&LX}CnuTlB2n{3_16nzvEsr; zP@QQzRkkO*QwWJmif7n)mbW?=_3dJsdDG_;aYA<<3_GI(Vxr0f_x&*Y@xE%!?HbtjT=H*~mZo1W1q;?e z=@gTlogLoGAwM=ELRMH%aJ{#;cR@_d?zaWGujbA>U&sh-99`_de1K>ZoUo91`~1x;i`Wp$E00T9N_5+8YURT~N$KhdFos z`gO+b8}Fq%j+<7Lm!ESQOsV}WZZ}kAuk}+h)#S$s!|d?z@S_)HpKiNa|2|S(Q!}bc zil6_~6Iq_NyBoMW49RSvP!v13K0UNiJxc0Re{FopJVfBp*4 zb)lj-IH(jpWP5-z{0TLJ`-GR9rzcIOP5(+1K@Zz|_wG@O(==5Y>$h9?R&J*p*3{HY zX;`&?|9&b88hCZ#BzlrTPx&js0|!oAxw0Ey9X8<#AuG>KJ3Bf!V7pW8+O^Bl&hCrH z8s>B7&QXAY0-rzUOPQRQD7>{|%_CF+Wi_iUVW%JOI76X4eE3lQ!jDT9nIC`#Qzm(n zulFi>{ML1yw~;w{(qL-%S6%iE(WiU0?;Dmp-Sxhry1L*Yn|SNMfLCbfHd&sHq?*TP zPiT67@wc+GQ_~pw_3I`U=C+iopTwHuQ<9t~qz>KEm^SK++($Y?I zBVQ~nE%PE2UzaBvDWJ#XS5_v~Sk=&|guEIUyZYmucV!FB#(T@XSw)nloI;Fr`1Xm4 z1}t7#zhOhR=@Ko8qVb;}6}aK9arW%PtSjhbEC;TztX;ddJY0d}y=gV=ojZ3P$?}NV z4zLiM78Vx9>ZAShLggE!U1*6`e|i)fb6q(wqcSEYyBx>+JWzeY}W)n*2sx@nlsjIVKD+%f4QEq#BzE+7=rMS`1vr{OxLya0H zy0^A%6A*~67c#uJEYXiT))39jor-#8Xhg&+>A7L*fq?D}yf&Wlx{J?e0!J^QU)A ztG((^Mu6lR;F&04#j$~8!K?Mc!dL1rIvdneOqo<;)TxfFZ^dkEKlQW~ebO~9uwVYF zw62D8LD{53*W0k9q$JIP(?CJ{mY{J2dt>$uHN)v3aXSj{!qF{Tx2~0xl;qjD^HX!P z&Z~Lp#W{D(YnAChG2OG3Zm65TihQ}rPyxuS#$Qfz_5dr3*$;2K|KPy}4i2A*!G_oR zpYBvY1g{XZ=~F%(bchMqOjcGl55G#Z?mqic+>WlhG{_xGa4vZAcZ-i`i&L`do+!!9m4l?^mzSl=7br?K_LLF_!x zq*~F7vDXEc9oEunT+`y|@6Uv?$JeBzhIbV*C~QTs%tLh*a{OcLKlt+HOA6)7L$>o8 z0{j6f$!TexIXP0GaZIWeDm6Oi=VtojDU=HrF1*bIj@8GyGj2%TQyMI}=EjX1xWv|u zua8sMcS=d=bVj8ch0J2L=L4)`35x(8CVVo6D;b_Y~^yXPc17^-@r0w{0A6w`g^KXZ-F3vrBVvCtnQmWscVh#)p+_q!KO00tOvPxf5*WB^& z*yW__4`A$n@1dXHMhT~>^|!X=<>gT*t)M`vv6}ke99U(c#S0r57!*<82Gb86I%H{O z^%1*N#k}@~l=Gp9-!1g6uC7iC)7}0P?R|Z;7y%w09=*w-CR&>hwu69j%LWDqJEPMu z+^yZ+o+o|SImN`(U(JJ4B$!t7fx+ovxl}hF)1D>hVTa_x+?WD+KOl4$7Z+L^Kvx3d zP)kxRTIkTZ2w?z{V%dLrEq0bE(Tn z%e%_M!$aP=DaZN3ubA*+Kd&SeU8b_Yq=W=F-uncR#I^+l`KUJZ_uYT`R5iByco!-^ z%{iB57J!E6yBAhr@cWLS>yET6E->fLPi%4g({mGVjZ(ozakI#oUU}lgiP2OL>`$2d z3XJ#K&HI)sMKY42r>V(GHW!#nm4+62%-Q*w~6F6@IOZYb$U|{tH}M zRw}2k85^6LDl%=%#10;Ob^O65-rc)DW0hDf%sGG;7ppxrF*7s3)eMh}e9XH^4PHZk zeW-Es%9ShAt=d=m`S}r=g%*BTS2wr*MsGu!z{ZUmEwT32ZWTMHvoQNR*PuE|g%Dm` zunIfN@6OKcxw+n3M8gz9q*xAKdn3`jhIy}EOO7)-Um;`$#<+DT$4*WXH8C3QZ{G0O zJ36*4%+G>CpU}}^CqLY@M^kx=tM(dt`Y-g-a})p>VY8aGnVFelt_u<_Grc>(r0rUq znO~pqR!ZLiXal^J*H;}~5qW+m<#71fp!MwR4|kn^N3@HDm@1iEm-*q5FC6WyAKiPZ zA{qAT=6IpY;f6R+O3oRhXnKJ(IL(jOidnW&z?}6A4Lxp54*jZpdrHivk8#spt-H2^ z^;DFV^z2?3{m=_(=EfCaD`XU9a2tM)AOAvQ1&Sz{1^*DmUwWW?g@PfJ*VcLhb}23U zt$`|wt`;a_wu$g7pi#hrZ_m!RAGB9Y31Z%?!8PqrCcw?bRcYUMgNlo+l%0~2+JMPx zSFKuK79uS$Gc!ZT13^bUU0pk{vdj45AKbsck&TV*__1ThDk>|Lw(h%h*M4F^!wOU< zOonTN!b`DNiPK0JHL-rly9#=Q_wJi5QYL6nk#)Gv0Bl-_4RE$z@Uu;@5k&v9hq-#iG6V z;=on1xE^4Dm>?l28P4s)+^kPYNhz>uFWmKnL)t|P_XN0yPnFjNOIf>aol1IFzQ>w2 zEVs`)&OE=X6sdd#*ig*8QEUWP!S|)Kv~-hE>C0X9KY!lCA_zk}0(sLN0sfS~>cb|! zgZ5Ua@H<{UDS@bnnV0;@fXY@yk2o(vxH)cMV4!&Nl$$-(ssV9cjC-OHNT)Y?t8f;NfSEnv~;J_wlC#TOu!-;Roa!9U&GEf0p zRaH^3;f09Vj?51q9_Tuc``bhMarh9QyP&yM!al*+%#5Fm2ykE6Swcx6spYFMkQ=WA< zj2H8DZ_kBP#=*fsv+F*j!*L&BG;o| z>jV$49#=W6Q+$zqVe;c$~xVntC=5o!CZ2d+d6Sw^tqnrw#3UmY7B8#`~uf{!DgD18}yi$&ZvCi7FMW8U&j z)fpJSWt6VHFCHAAyBhoFsH!Jp_TW}47H6rRvBui&%iUbFrw_b48+aeQPTEddAZ%~f zt+C;%2j4t)e51}YI(nx}=HQt?n%3%PYf3+zfBE3rOV4nfiClr+$oKDsp=Eq^<#?+` z&!Dc{eQEXUO|hDxSHGl|H7QWHuPk$R)<42|?Tq!Wo}N|I)b8C6k1&7(z-_Jm{=J*rvB%v*C(C5%y$6FAIphvbT5p>^d5eziP+oogOvbFk1{)z} z^2wL>3hT2|q!{)&?IF9hj~^-D_&xDI@{<4Exws0eWU(PmH~ZmS*4&}rX+Y*HCTYtLf1uKREzjDH z8MC+l%~@Poa_*5zXsXz?WNTk%fh|U5!39u0syDjt_;y@n45|_}T6*O6y-TZ33EoKL z_wndjq0i2DGe2#cnLHjX?siT34YSZ^?>z!wLG5;v1V)pJccO zTQt1O`0m}}w{PEmEGwh;;gD9f z_w@9{K3%$7$4=}SR{otkY5GOuPTK0HW*&=t5*fT}$CqcB*1{K z@zyhse0`~aOHT(1Qh`GGr!p-6rRx=Cs;H>AYVBH?OP6?doDK|C7Fcy_?jIAXkDWpN zO`^QK{3Gqab@K;i1da7Vhb*6TNSB_RC>S_&fpf>IqyGF4HQyU6?re{EvHRMBn*ogv9wsfzYtvvKtm*7GcDN5CKB!|R|@VEQLV@%-ci(e2D|xGIO7`$r0fxQMi76sq3wFcn?ZN_}$sHoHxxW5Q z=nDK*ot>Sppt_aU)SS@LdU>=7TDl+zA|Ygsj*iAnnIf0J1>Su5a;txPW0nKMkt0VE zl9Sz`uH(JSQ_R$Mt0x?O6(qxTGaw+KSZZ#5p3_&h!>aU!C_RcX#SI|nD3@|O>1`4{@!y_*Nv0^?Sh5Z+5hR;fX`Lb((=06kg5--g+Rkh+rg-EH9fs;&?(B{bFJl& z+6u1)lwZcuQV{mUeaPV@AuE=aahTd_n6#`%8IRw-b0@0t-MjdBAIMF`xf~Gan_U;3 zV=ko8L7h`ix8%f{xr;48Ha31Tnu@)A3`0z)0)Pq2mMtayCRaEwat|D!Vh!0*N9Ta;fclk&)O8qV7AYrte**=SgfQM>26a@Pc*Sq~ zFxi0;4*PJA9ft4-i01YSi;JF~9`vn5t-sQg z$plO{dPw8eHQF*-GOUd}%;>g?xuMAXicM=)lGmX+43?tX z!_F^$GKvpO0l<^F9QvO}2h$;r)HnZT0hUZBxH4pkgYG9uVY#1{`3FiFYDR8Mv) z3VRHMP6OUY#02=4T#PRQ;fg$c;lo^fPCd`s5H-W@OW>hu8j~Gg8Kx(bWG-C3yrZiu zM7LL6CFuBxzkPLI`=+B|0Wc0(pdsj+nA}S?Dr<|5&rvc3W?u&T1}s=^9-if3-pad+QsW1@boFy z_U*?_R2~iNaY&I%1?8sVm42kdq>&M$t$ianu-^}UGpWM3^acI~c1QvE5?+V0An*#} zJSp=a`Va#=-@e^$J5Wb;_3Blx&HGPqeiedJNa>^rC{g88c@hxd+2S&LW???`h`XMF zfjj2k0A8K^V2Jj!YBVOT54P((={Zz+brbZc;&gN4u4iK^D6N1kB00J+bI5%`a{gfV zTQ#Bqod%0s&%%OUR5XosQe(@eO`9mD%+}gOl_9zy3kz?Hl7^zH>Za0{2VdVQTDt1H zeH>+ZT$Ss?c)5gy-&dynS;sEHg1xztvV7%AVo9rKJBl2#>03@Aq&xr9Cn0opXjI%# zjt)_!(RbQsbq>ACRxw~2}}L-RYPrL`53#fB|g)=(bFzpcx#-Z?Wd_<&Sp1OkrW zFBH|)@1pk4jg|-i4f%c<|GG1zl~954@dC)3#1)5@#tBXY<_a4*J>MDT?JJN{v_#L4 z5Dt81=-am|V4q%x08}~sGu?_C@~pcr_sM)XV-ph-WaC5cqyc{fckIpR&N(FM_{R;c z9}?|N2**YA#q_8Nj>!hv4ig8_i}PU3-GpUMBy1@uDdXm>gX~gHcmMpk{`t!nZip0E zW8)j?m)4r^A;f!F1s1JxGLM~$jBDSx{8goU&59##v9Ws&*$sKYV<4jhQ*)}!b>VgS zkUPB;ahwxDZDX`DHsbD9P`(8UQKQQf*%-68o`HcH-5fE3Um*3LV8AlYI6%=r-@BEN zAP8Ez9_8*1o!Pb8Y1PK0Ezcokhogs$2Q_R zzc=|Y{6j%nANzqqF*EDuV^D{qEGsXc4^zUjqiDlcF-r;x1xVNKTkh`qMn>VnMm9DP z8Ih5@Y=1X);2wGM~FZ!afwl;x*D!#H8DiG96<$Z$FvodmO@8d0Tl~V zy%t2NdZzjBLep7!TFAmzC=1-jTxA0LI-!YETOFkJb5KJorF6q2X8Nll}=Vb{`x zRz!QQ-d(8Q;=xz#j?F{9pk1=VelP#D&MZTvv%_`SWQrKv&va+ZJXn-RSr-6 z`kuL<$KJyw62o69l@~SOe+S-E?hjZGu*9G6ZfR17Wi-c*nVuTsOb2`P-EPK+fNcTpz#w zDm*@XNKl#Yh+NR0WCRwz0oX$iBNeIHzJ1->1DFzVrrMQQJZF z-dx701&Ug*L#$rEWlQuvhZPjmg}dI~DttcBIsu6E(YC0msjv4{twu5A-Mcr=YAuLl zA)Jef7>)fv=C6U))pMK<78e(rI!pg|(W8~;a{Lw0$dQL2B8d!_uj`8C%Zp}zBH}PN zH&>1n7V6(eumVVFsLCnDJWq0Sr4cfLwU-F1mRtb@-(g^e!-pwZ+1XSSz%E*Y!h!QO)=SHabKZ{EbZ z|MIuPa2S;uAgk+FzLCS*Kay@|6Sw^gYerF7`AyOyx?fw6UGqn?`0SNr9(pT}@4CD+ zg^n4PD>nH)KYrpw+t(;0%vjfv==-ej&L3Z!igZvK-H#hg^!orIX^~A3C ztan+MHj;f?$v3;3kMAhL8INARTnqKlYl|oyaMx7Z0|85vK+UEHyV=34y;wzPQ8ChO z`ZqylPcW<9OQKHD_+(^dR}m+W5_sV1^EpSn!?bJJbCEUJoIOAtNL)R7{Ma3~)y2N5 zNR;9zVNM}fb?7tg-$h$Kqf4#^B1JHVnpYvt!O=1Q$B*;P&4q>U3MbWmPJHr_nprh6 zG6HR$2V{7JRQH1WOlXZKff&6@WlK&HxIbf*(~=V}{RuSW$69*z4DX^kNx}w146M!_3Nh zADsnQkOYN{t0Fd#U?eua zG4|q2*9(hsZ1I#`#nD%dpFhih-CgU3&fx1KM0fc`dLU z6$M$DM*%42oP2z=$L_5Ch?T(PXPWe;5||QnUj^$jsYP%_qd+nB2K>)+tA`P z<}LA26zh{znFpKpD9P$!7p^5fM#XCyCC zhcN|-J!)l@m>;!Y9` zD|iSSngXE zWl5UD(@~;_M~FU1=7tCv5R-PjcLfL(0)zK=UP2tcUG22H!vd;MjX5FRT?xMrFiiX| zWcDjqVcDDbAF z`Qp!~@I~iDJ`aZkABIVRHOh*u_~uDMWDjUJFE6hf_8TgYe_wWXcB0B&< z1G-bfjekeihoh^fr$-5Odiz|N@A&oW?~AR!fzJ3odv*^6X32va9UV=;bdXp9GFUR^ z=5hHcOd;-w7rzb-rC4N*+$lC{{`BeCu3smYYJmU^67*FuByR%M(!4oKBf9?*jgF{E z<(oB*BPc@Um}je6=5xlj18uY*;NB@5pbRoA0CG%mzw zsZUmJMKb%%<)NV=O6Z?=8GS{nB41OtNu5&FsqWjU(S#1JQqz)Q9j+<_m6AkBka0@C zF}as81Be9%fd7cX>Uy_$O~DLTTd*xe9gEROUWx1df|vzUskqYHB=;J#jp7suhf$fx zp`V{ClA~Va_Nj(`?c;y(yI86O#v&xsA~mL}@D)5S* zL-Vw9!ROD*m$F#f8Xj(jzYp_y`SRruYM4;EL~^Fu))3<35;~tePi-?Pv4k;wyY!az z>z;#K1f?zv<{4u5hoQuR`uMVHzrf64Eqp{q1or1JqFVSX`%LD zm76kO0jy;e^IuUB7nh;Ot_Iq4I^T-ygcY1eh_p$?{?cfAhv9jWpJ-(}szm0bT5!e` z{h!8HMjZhV{L5bMcA+2~9HG>7k6~vpKl{&yalS3*Qw;}!B;{=o2~nAdH4To_$-WQh z2?6n4aT$eDpL%r-{K_})-W98DPyvA!qI8Bh9RL1Y#2tjvWp+?hE6ZN7^Vc9n@6x5) zAeilFK%>>_eMD#b5B;RRB-kA;Id65OBON*j4SB~mZ(2ce<;Mj^{~3Enp_}6ZFg3qm z3kkswjzQ%E2qK#Y`6Z1`8zfR$#4Jew^-gH$w%s~eEC`FZBVstmEdC6=k>u2o)*uji z$Jv*6aRPy4<7fww;@zeokI1*duY3=P<0lXrbz0+h8rm}K|Mkd0l}Rsd#g-7W?ph1u zbQowQ^V!y;XkUUbR~VU@4N#z_aGF6mRUF|djMvUZDUf_h0_qq7YPvc)(4iEhrk98D z5{wyXI|r#2bxa@qm)2;_+wkxb`ldLNCHF78E+@AdS^;#x4kJ#gPS4Di4|en1E>sr}+5!KZS?5 z@VS~@v_Z%P;C~n=B9_z8@KwJa|x}lXLv9Tz9Q?v-lt#2X zYrN({9rPR2qiz23R8Mkq7O+}~K!NL|qx7`oN)wuZ{_iy18DJxP3R#lfs3prWyY}tg zqU8v@WFeCQ`GYWy4b04*h>77B&5v|{V8s%d1t#DLa6JN1aXN;Geqwe*M5G$&4G&Qj zpZLPz>V=aG`dECH*RCB!*2Ncv0a{oX>JbhbxOxxa_zwrlB=MAB3zml+UjxQVKrrbe z@D=neECeht?-t1JkrO2Zj>g69-O9!`0<1_}cXjkwshJ+`tpHCz3xxm*!{j&(GNrI8 zZp3zjPNgO!CFNtwar(>aU%k5S$a+C2{WzoYsi1%aJ7plPX=!PZ92?<2kW7f94s6Xo z*zo=PI;7tSDe&_4w(2S8BSMyN>ft|eK*%|a)z{kI?hXJ>Vrod(pF}DFOAWY0 zaZE0DyM=`X8l*l7B3!mlq>4k?MA(9enO0U-7?G0*&Qg{TKZX&o;!f_u%o<#Ey30I{ zRgIj?n(lhR7vc_0zYW+@J@MiS63*%CyHA2!@Hmi~iWwP0dJ!f}p=pQ4j4Acg|ii#rP_-ED0hg)xkgoNZb)akZt?`(@Gt|*NB~KOWvvhBO9WL)Yl%QE$=Gz#n3O~u zDw92Vk_H#_5jx!?;2PvwIi;l7iHVfs z!R~L*+`)L-5s)T1S#VFVS?bU^!Lg|+dxX5!uU@@c{e$fu^Tza>K({KH%TBGo%~xjT zC(A>Qi=fXfNruoyp#4C9c$9{4;zt;Tq!E!`PP{;@U6ShR%ofni*$TJsBZxvGVmK1^ z!xRqZKO0EW8iG%i@xr%n-yVU&Y~FtvgF!~0d?Y7Wh8hpX=w!1JOaUxH&fWR9YpSc0NG1_{p_`Jo zAp2wrMq?*`-jZC|)A@-Bh40(5{itT%m1bRr{3ftrfU#A2Q_6xJxIft9-}3;A|D~AKGFa|`QqGxk+xn5CAs>g6Qenj- zfDA?*ot+=c%M&g$jBLf~(+f3lo1>ZLJtCLwJ;t^6`dZ~UTL&GKh1lv;NebE9CmwFq zc%AAWq+5d|1cK1q5)xXGaZnUaIGdT7wL=R)hEM?J8QGM*_d`&jId|+hVHgw@h+~Nx zp#F6RLPSytmNvS0@fPW)xEB%D^UwqJpaqSpJS{6hMPHaGte*mgArY&Zh(Ta^AF#v%&6FbLUU%T`%Tw!WBIXfN`8hY69)-eSI1s&aI*mbPh z{IkhPsZoU_8H$og_7={W?AA(OPwYzSH_`pcnRQfp)wfgxg+vs2#~d1Hq%3BY9kh?1 z#tBIBrAR!aPk<(j#qhwY8Q0BU2+WHzg3`syrzFKMH_;{H>^#q$qdH+^c$GhA`b=Sc zJuBozM2ka3jLRtm0t4EEg=t?6sV<dzDChpOn zpma>77Vp&P>8;|8ppYqMoH>^|7?1WX;1ql1R7g~9B|6iGVxdcS=-BQfi}q5=nUw;l zOsB2gBtILo*EVc%1?UqjJpY~Uf32wq7r~naII-LQ!3v9Dfn;#3ti1?`9$L3`gPPu`TrrKht1@vA)K` zXf?>%=%6fQhGSp@(yUWHgAOE*e2IV%bZeUs!>MJ<{?CmEKICWv!* z#SMGZ6DTlcjv}8*vI7Jgqb;AnDPXA9A^-1|5_w>BepWAFW!QMfkZS5jGGf+e#A=RaG9clkv)1Kiq8G1EDz-80@Ts_=o7C% zaAD;TNeQHtvEH_~as}xmC|p9$GuII@FlhUHZ>ldkp0Pd~jg`Q?16S(YaDs*?(+Jcf zvReq=%~;R6dGjxr{*WtKH|lK%0hUXTWJ<|i%?@4osWqTlxsYT#@5Gt{&NiH|s`o<$=l6zC7EX*>U&DKiP` ze{x48DW#_8TMsrHNhJ7#3qeaA{*424yA&ZoVG0GTEArq*E-piGq;qzwmVW(bDW{c~ zno<}%C0SHf5LwD>RCKF7`O5vg!y z>BdfUB^aAfJ-)L8Z`kcZ$FnF4F`GvHLTy=@o{g|RiSI4Val~c&yW)RK3k;?InJ4*s z7VADtZrc+ruF%?YLe_eXnvmOS)^*=_{My3K$p}V7uv9GH%y}`dVpY1Fcjm?A0`0t; zcNuAL?=s!QR`iZZc=>X>mo^brpQ(0kgI-p`dQ3QMgW^#)#l1~#O|zcI;?Mk8wXCV^ zPT9`mDZd?Dx?i@;DtCrhNR~NJ(VlTzfoC=xezh9Ub)Zmqg{d}?e?4~OEyF*d<;&H{ zw~WszYw(ZTQ3gFK{Cm!L*>3XV|DV2CMS+ixZ=Y4$XQcQKq6jLWx+Fo`b$|W==nYoH zUbaKmWg#tE4`p;;#`(e7SZ5q4-LIGD1|^vb`G?|lqK%Jm#yZLxBWO}7H6QxpK2+iynC9Yh5i{E!Q8M|)JCK}wt+UvvlV3M7PCNPX z86?M^{5UJV2afmm->!?ZjR0!XgBGqYfbmsp=Ld|WOW=@?Y1#fXoQ}?&iAJ7CWO0~& z@e$moPThr0-F?R8p_J^P3Yv`^a5L%2D=B76vxT5ZN2|TqI3hPkTSgFKl5qEV;T9fSs zV7U;S*;4jAvopl$8syR!;lYl4IM3|j*KwaeuE@uAj(E{ojzf^3=bgr*b-!!dHKnvr z`jblbp2F!Cy2Z<6)o$gAUti-6Xc-P&YqO}i*0{QfiAh{W*Yn-FITA=MO1CzGPpf*W z$z21nGQ!0;;NN6q^Lf6~a5z1}5f8(v2t|?LCz+$g{6EldU|YsJ#-MMC8a{m>hFV~ z$FU>${t_6y#s}N0ejS|wx;UzI<67ZnqpAoqxNMHd%yd7~2>FAfcyE#9p3Sx`-WC1^ zeaQq3pNuVdl}n!^xz&@mDADXt!8x(!qC|4+27vw~2Qq*HB7_#?;1Ni)vdfJ|>(29) zNlt3z%r^b5VX?sF$9)*e1hD5`vuSq`VER6k<(D=!8q>p{=;_mU;EnTqTi3=of|Zow zv{MbM1#rpucqT$K9950kuKiJxq3`JO*}a66oh2&+LL`1q0O%2NVo0FuVC ze>)363@HPR>DOY$d$!81$7;F!{rOuY*J{w-9LC2#1$~&b&`y~Rc1Wqk3SQb85Mdqg zaE|_%**8d&biI3FUJOv}oJTRMZ~9T0d8VJ$z}=IswDpy{v<*Gpw=M)G1rc~e3RBIS z>JK-a(_OAUPM&En>+E6i+sqXzg49694PCZI@f?f6g$d+B)o>{LshW<%b|8XFITI=I zY@gGn>zH$=3UJ(e+D)W(aeTbj>V%KG4g)?x>N~8i{nt8*SPj6yi=kLFA7)eJczIKW z9>*vBkyNfZw7(CmLctIFJh?OjLcura(x&q>Ezt2pz}wycd&~J@SCB=ik$CaAcP5N! zL-4MYiHMk(Z~kgJ&(P1iaS6vu5B0~mFG#7VsA!~_YX{NfEUhZJWigJHKMeyqU;9WE zLs5wOf-0q?s``}d)6WbFr$BwfJU>L9%FYu=)-DthXxiym|VsJJ`J0C%z+u@pLuAjyF(SNUH#MdHFyf zM+}+T#^2A;_sZ~mfJ$t5WIGO_v3y6$!NFLR?1omsRSA6`Rn)ZoBhQCl1|5EO;HoCt zeEJgP03oF6#(Ce%I1&bP=4>1k7d)kBJLv#;jz$n{>+BPQfG`9pphpsRo`wKw^g@gnLb$<;Ls}{q+n_RDH&;)-;!@F2TuT#7B>Dd4BfYBt1P`L#Z#1Nj%l8)CQUIpX!w+eoK zF74`q?G_9SV1(za$ob(xHlzS&pz4hkar-FOHrqB_H9?npx?95!D(DWmvr^L?UToqA z6eP!$OL69#=PT)L9E($5$gGSv667@9rt@kIfK*#c80n*by9eRn?6@<=`-VT3kK#U?RGV zmQ?}M!Okb=3ASc+<}m)Q(Es?)-}k8vzzC<1ZrtI7QM(4FHh#djs%lf@%R3Pw}-m z5FXmonOI4fS=OEYYL^kym@W`-@l7s06kXFyI$CY+!nmf{P}5@7d4)6Z-4_|&^~#gI7`-$Iys0nqf_cVvMC*!y$Z;S! zfQN%d7W=LQ=p#r?*I5Kitqi8vc@-6ZD5cePMtB6p!Le`q_d{_dMd5eW*jZAx*0M{8 zF>6^Kv1w9po%zv-6#I0cXpS!+Z70<7xWrOOIZRhb(Jx>A&_N~FLfMm{ra7Suaza|X}?C&x?&Gc14QH#&`dCp8?8=6FW% z8FoZ3JYw&9Jio%QBJB7xF{_KDa6*_f1QE#S4!&Vpm5q2EV9!^yngEoh+H_SVB|i(7 zu@}`;nqa%hm%jQnVy9;SjGfoect*-Kb^^g~^fR+d81Nt%Sk$Bxj%O&@{DdJHj1%yL&-MZ;qu!|~1Q9W0>x+lelzu!(Ng^UVV!{*+ zXm8eVz7|>ysjSY7;_e0wF9W(SmGWEr@rc|0F4}UTSvGB=Ny$;m#P8CjN#D)W{- zZm|&7^CW-%WfN766a>Ua;F!v;!RUhvgDnet9`95r#qjtdx5$fUM;TGu5{zhhWrX&Z zR872Y2tHKR)ny>@%V>4Hi%43tqnTfar}Uiu5ER)vri5g*2DYz`aV8y%iHS*0N@}(b zEU46jSx4P@{x-weB94V&&wu}tJFotWNqEpxjII$T!~qB0k|Ci(t#~stL-r(;;~XmS z<#=1MRC^Cg4suDPD)&8#a$Q^yp|e@+c3tRZHM&GflI8W)2@_U$0)-K(o&&ZvSwT*d zA6m$Q_q&93bg(}rc{J#^Q~1pfOYdpBDq*7i{g1OHxCm9VESNXby$Y`N6t<-X_2J?4 z{sf#0sn}*sz84e2RE@tCaNdQd0u_T6(m9qA#*sVyB3BNl<{n-&!e3E%bU44^d1xW{ z)qd%P5g#Jl>V0TLT!b{%1!Zdsgl1xwmZW(cz|abY&2%y};+Q%tv}gYZMM5*_X2(Vc66t&QywxPilTMm$=yMV$WDLwU(-gJf94I5BPQm7^E z2=B2R*r>Op&Fs;9A2Buq6hVUdK7W@$!*cc69`M11>5xT-+*;7T$GQun0lmmk{ij#A zr#6_E-pvCHpZZ+d$a#k-Z3Yowl#2PUeqV(3CW=U2rq4iT96WlV(@_~ zlZ?OE1U5k;s_b0PN$Fy49|=Fm4TEWfj1o6j5@(D^0l*-&&$cYOEcAvf?1E|QKw2rL zR`mK3bp0ZXauSS3rE1wV*(`0M@>sl%vYtwH56&8%0?^o!xo+w);r#&quJ1BBFO*mh zF_(RJy)xsIl|43C)<_;|Vx7Nwr&HH7UMUQKAw_sNJd&Mc>WKb%$DC$?=L())YIi1s z{{mm?);}-Pq$X9H`JAH*>vXe5n5!3^l?vnzn$*g9R-J69OwBOM*FFk~+HJ86w`m2w z(2eswMJP$Zh(C3o(w$Kv>_yWCK-A1_sC7{R8|9}`;`Z;EqNm0Ve5W@(JNsVY_tp&E z*~Ubhlc`xro%^L%U`P&s+MqW`3|S&v>Nt%QWT7X{#*Xmc9{wq8@k1ik$0D8MMBTHX zb*Y3ng#=N|IBK=5&!CU`U$Droj$cm(pV19JMqw&}`8e9nv6%kq0-45b_s$njT45;O zAnCHMiOc|HQO+&J2dZhek@Tzv9(VWYjyYMrZuTAtPcdU}F|ed@#SmydVm+O z;g#m6e+rzcFB#5?al&xZJC;T&ao$cbYW}YWyI(#AP8GSn z1wWz;c>aggQ2qG+{rjh1iU~oWJBvo~18mUUrOylug~+zZ96drg?P|0x`;JG`OkRMr zT}Fxtf+ELpD(=Y^^K?!S%6Jt~htUqF*@l)<=A2;9I>0L za_{A^Z@o$4hBISUU)Ux$|6UrXR~z)^!|`ZaqC3;5TmbGutL_P{b@}DNOw?H-+7orj z?-Iy4QMQQWkKJ8;&<>)y27)R$>KTI5KilO_c(M3GY3oE6`-Xk5qA*~wW$R6pW*U(kfYU3`XVQF3eO2{tS%CGaep9}-Ep8^=M{aGp#VoC(4f`TYu zztcxe{0LU9uZ5fZ1BadAhQv9>;3y&41?C?HQ;~a@f{1o8$XXncX*QkhUy)r30Ris- zL@q^r`T;sg&c2iO2ned%E*D8yE%7;!Yf|IR>jOmhdlMDa7n*Yn^$-s~b^nX=e-j{L zDMl_vU~yEyx`0V-tAC1GyiO4Aw|do6zc)B?ASdNA9v??BgDpdP^Ix?c2`r+vpA{c` zpM^7zL?JB|YxiQc!HSndKkAp*->(;Rt$5c@@C-a%!50S(x^_xW%bgYbb^DVh(STd^ z#6D;L-)ZeMmFVH5Rz4FlI6)dXl)y_6AD0jc?%(Cz5*erS*a^7>&O0EkrdbxSQFU#< zl8%ncxh1ALarnm8BJ>a4_AxN*=fLk>H(F+O@bJrEC`B~~?fwrs_;~?bp&)oFs%m&) z9SZoCh%J2&U=EO|9uQkfVM$3zbUeq$Mz~*+t zFE1mZD^f^m8_-1d%|rhidv6}jb^o<{e;cHEq){`aQc4q*NKtZyCZ##ipvhF3LWCkh zQ7S?MrBSIAQK+O4ktQNTQYn!P@x0#G{rl~G?|bik-^a7}{XEaHkK?)ixsGdy@Avb0 zzt=j~xz2U2h?(uLRsU#JIv3a<@~g39VZp0rSSH7O>$>~X?(A_aq&WX!?D)fb?K58G z;ZG;{RFcMzbQ16bzIti(y<2&~3z3C71_+L7SH@Rf1V4Rg<*U}%U)GD}8KW$E0X7&T z(d5YRk{x6Ik~}kpIY+e*gFFdLqX`azfbh-#`-ku9K}#Wh+&v|c)Zm*IsvE(lQS;Tn zcQy2BU&y@?^DyF#|1WdmEr0zFC~%FOzdwNI!!i47!*&+l@5fyKj)dAgk;dp-nTwh( z9@IW+%$Vpa_ez6Ss_-QkmlIb_x7yMrmtePQZ*8s}G*~H8e>QnuIRaB6leZXfNvo<`Xyz^;Hhail1U2kv?2FQ7UJtAgwqYFm5|x8AV3 z0xM8!PcEBGM8$yY8Iw_`IICv#Fa?oE*&E1lN1OzdqQ!BP!?_WarNBB|xFbN{NFxo6 zmikPE&bQ3|sRf{{&RkM;k6IF~u_`~mzHDlu@xXPE5~G>!*(PocipW!d4pF4;Kr8ck zt=8YT{se8EvxFKPkJF&UKVK5h_Q#yOH3BSh@+U%x8@!LCgfOPj5Scf2P5kf0TLWI& ze(k~c4I8T3rW1evPit~3UUT02aqUlo#QMm8!DRiHeDv5MiQ1BpZmm)tsHPhbIKXJ* ztGV~8eUzQfG&DT_XJgK)=vMnkHy8F>K62@)qepg!*v#8{YwY%u_eQ)^ zNFl|4Xwhq}q&oj;disrXCVD4!?F=g0eqwM<{I4yi3o7=eH01vSBwY(_3;1;Lkmqw< zvO8I}Wv^ppyRYjv?Vj?fnNMM%DpyQJ`~RyAcn0qOox&n|5S*kbZK4V; zi;u1gH8T=(Kd>Zdv8i8`z`#l2TTnbSU2yn!u#QDi_pSf8fR1RH z$g6>QCsOLqsC~Iut)=N_^ww9GS5nj8EkR4L0eop#-YifZGWSrd%Svi;3=9GsD_0iI z7p%&W(@pY}<;`EFick4rh+XSSMdqQMP>!7fmM=XV7!*`?V(XPO#PXsFYm@PnSiQ?O zP#!V6qkv)jeFjfMKj5Euhgxu{fJCC(3$)!xYhiNU*MH)j#ST@3Rq+F$?wx~}w9fq( z=&@Na;zVzKbaLix^>ni_DUlzX*sv#zuJ+Hjd%pdL#C_MZ&`Uxpa(Qyyw-)%KFLjP% z`BpB&7r5*?y8Yi*5bS!5v<^5}8|)xzZ`DPo_U$_Q^K`pcY|oL#n}ER&Ws=N_eZd5m$xtvtu`JR_SAdCvP-nb90oy=b%Z<)R`q1K3t=r3ZyY_NY&v4^Y;qR-1FSd(fMpp89wQ1WL8Q+#p#9|bAQK)A5WJh5~mY{d#(&=Q4zFtG|Ki*IYgf{rZU$H)S-v+>3r%+^Y>Jo z8nGL%{u}c8dB6W-bb0PK@K`YZ)oAuQ-r9Qh?Z5dCO#y^{*;m(&{8=)Ldc ztko_jZ`o3KX>V=qgGlr{S3B=W>IxEd@fea6F}|I1=|>mypBc~NJ`{DbT5xr1_46b5 zUuSI>P_@gmG5f{C{oj)*uHZwtXsjOG{MhsLUAxMmnT?05Tjm99E4=k*;&X$5>X6b4 z`9?p2%fvTG9hOuaRsYJl@l|}y+hbktHv0rjt-cpfsGxiQsIu9kn0~?j{c>L!T$rX1 zX%u2_xK&sgoqk&%=XmDT)NGowv$x9eQxs)d^`85@{I27;%l0>?eQH?KQlB_{{oB0l zuW#9}q`$j&PM+ZM`uj?}&y-m|pLwk8@_@36NXphtD{oDHQow&p@-O`dNBjS!kn=xL z5qU8hmK^k6U8?M?hWtqnb$508+U6Le_o(>-iJ-X+ujt>-z9-(i`f98tHJ~Q-0z|W)k~f|C#^AYw?9Sf( z1?j9uM@=-_K3}USIbx6@3P8HFrGkJ75cG;heVRe_GUwW5qQe(ZA|MFkA%6>$NB~=2 zMwKPoiA)1;xTj=?*zJ}ytGeTQbxh#?cfrd)$eRBmK^WxR^aI7)NR6hVZdgTmd?YcAd|}8#Eb01TUD`(v;cl?rEVvqyW@KnWut+i~9SA z=31dn{cu2#16>A8ISXA8`>4)0fySk$`W_zqQ3x4d~su4FA?k0xQmH9Gr&Dy5oJ~z<%waGiRtJJuD{^_fZ zpI7h+Ew24H&`KX8i*}z6Gzd-Tf5hapg#JfN&V}n@qA!N$-_-Cbab}5=Ap8Ew>vUcI zcY8-(lq!OS6dg-^Xrcy1vx9}!xX?$5T=_4Z7<~8A(L zj{`2T)<|AAo2I|$)CrN`4Z3un-w3jUD<&A5+WbBDe};(vk2>J$AQ79y^;UNJ;VlFJ z(T`icduqIFm?_kTw4RT4QjY&_u|v=ZNwa=%r7(2aDY$vK|H(oQMQiAU=OBB?uaW561YXsR=}wMN4a$rY09*YcCCT^`3J9T0P}-1bIFF&4AqsxkUZl;i^>Io z^mGA-RBXS0SY`1*DtDLQR+}rG|6HxFYWb762_&la@zBKT!!5rL!+LDtgRf-@oIrB+ zi2hT=#i2rT3W5~>QJiN40HtrXUR8g(=kH40W$E8M&c7!r@cFK&3ypphy?7a|%?#!w zV^FJ!vkiSTA5M7d%U_>!$AFHXBK8%L4+po=8y+1>Q?GlsIQn#Aiud>uWbKe3k$Z1)=7_gx~c!_>2N4e;x(-IwHLDIZku6B_WQlRtWw(6%s(?SXMTGB z+F?_Mx?o111t)1H*r2HsUQhZV)7+tJhYcAbVbB@bW-IVb^PUIsE@S3ijsLYNzMG=e zlezxMy=06_&O9mV;H6Z(u;hDN?cVkO_TS6M6bzP;&f8iBw87On1vD^WQ-+))k{_`o z2SZ?NC+?It?E1S&X9*`bVWNyQX#-ure0Bs;m>#B3)QZeGc$4s&3R!TSJ$O9mc1WWh!GGZ! z=S_l3STRfXLGFfSYa1sPNXw}Gci+j@b(pu~zy0?eJ63h`YEwD+26G&nC-v{#f6}~F z6PX5QuHK^TSwGf9Y1G}u>5{YKb_cURH_GJ?w+o$Sb+v!$zS!iurltNi8`SJybu!tx^J?8843&>68CSd4{l#iUef4L%ET* zI-K%2*=NUn)%6SQ<~`Rk((27{G30_<%c#LEM_Di>^}{ zQ}80nszo<#7$ARTRa|v&;^c`FKW;j`*XUCNz1LB?J-ZE@HYea6wp9wc#bTkL;&#y# z`SeM#xsd%a_O`Y%^N)pw>gxumu7B7zz!bML{zoW@#fo1c78G@R(*0RudVlJ+d`-#I zx%G;JOV2nSJzTwT=70Hz%mIIxXDABZu+6=0fSFX@)<+K>gg?2wyZV;K+_{f={MA7- z>l<>mbebu=#}NfM7pY&qbP2}~k(Yx5VM7uCIJ(F|TgLN6uqZ$)6MhA8*C@8=b zRx8{QPNwUiL4&aG8LLu=F$rbT;~VY~VgLHC?_T`2jJFxC54Xgd17UR}9TsVAPY~ zFdEyffBjdyzI=e=+u+|>=rqOv+4c$F8@`>`y(#uT$*Ebj8HTqO)60!@RU06|MYI;C ztH(|gKQ~Zs_MNo3J3ckSLqe=VWy_~`f%#<`Wo#!JhBXtpXP?d)u}F4SPYfn7>v3w6 zz4%|p6hp(`x6i0vE0ADGEex>4kTUGr1I*^Z#dFDi+9zPR*HfwN45#mc=2oJ z&BdYa!#at7cWkb4OnBIL-&sAUh3NNn%p9hs)(`K4M^xQnb1EV`nUVUZ@WJdVuWMga zRVZz09RJs}!1?Yd>5_4VVpKT^MTq2sn_sdwru8Y*`vtqF%v7|QHt=ZuK=CVD1_sVo zIJJxvM!s()uiG%>ZNBT6kEewf3j*DPj2rxPyZ*Yl4}XLs&YxzNOhFqN=^)pK(>?gL zkJjkuc>LC%V!`0thpH;E;!94$NiIOX2p}=*+-@+U!q2B?#mpMx=NybnI3TmsZVua`tgNjIcL&XEzhrdo^sCcj9<=Nn{5yUD zA0sT+JUrK2{H(XMCxauc=J^6YP}_$obJ(K*k-vB4fE9L6VHDX${t9PAmj`redj zyT2UZSvdLWUpm%dgYY1M7bgjKW#B&e_xr?sn<{+fpL1Pt*(o{BZn9#=ZD-$X&(Tf2 z3R-$xaeXK~hp~O(RDz5poU1K%955B-3PW3jkIBPeVg7|Nwh2nW<%v$}z&1}Fb_D%i zVXnfafQBHwYIAt`c1&S(#f;<5y?bX!ySz$imyunS>Z`bVtYF$9meC3eV;>)>@6CPP zk@jnoIJ@`m-A7cq^Gpd382pX3>Nq~31URV<0BQ|Hk?u&JX_>OKslqlRzan0z!>xK|3+upk< zaLBRASbW1T^nn5KVA@5nDfWeZGfmi03pcm)graKDni$%#^ zZk+*u{y{G$ig>k6%njsS1IkT4F7ns6x`Htp#9aJE`!Wj-`G8c2rPvLBg zziQNy3jt4Vf3da8^BPj`aM{Qk@bnScj4&$_pM^t`P+=0^>xsvW8GiN!<`-$UJ!G#` ze;=Jsdh_RZqz5Pb#NY8rd_McfFOqul>R?3Z7~P(D9(Kq76jyK4O`Fa@3RqZMI}EpL z^7EHoRsGbjTx}(+y#>A;pjl~LuJDT!uIVq>uX$8)Veta9`pd&AqrZgNi`AH_4!@K@ z39WSlvM`@II(Fr+E@d^jT%TH_c^W%o#a5BO{l8KFA2@h$-@$_&Sc2A>mx}jleA>1| z%!{n9Vfln6ObTE|TEO$ch5wCFLU*PEB@#A#37ib97S`w(oN!=-70qa)O9yE7gprEz zNpenCXegf-upb*r1{L~}Ej;-lr%s&`9^;HR%vJ6k`R>@WQ1t=Ae3bbF3uHDp-m>Si zIU&Y4R3|#uYl`NTJ_g6MqjNE&m%$ba%ipXUJH?s|s)Y!i_s-g|C|BRxk#BEqinZhw z;iEGQp3##u8~TyuOS~q-PC$oNLTaN z{_IR3i)u0BQS5lKcI1WG>oC{?!`)cVgop+-~);8h>uD8Mj zitNH={DJ>-{+l;gyUXh6=Y($$PApmfsLY;NTB8NV!gtSCo$Nk{@7`hLn?~Nzz=hYmW6+ zO$?Q9&OX}#K|&YFaW(4^*wd$~o1Kg#HwedPoWu+4_^2gATIhs#;(B|6AI`v2;U}lX zqS){U_vCf)R(=dVIGB{ANhv12G=Y7uvfT2_ivuKHmj>W2CT!+?e7ZD!Ss)%)nz3m>tLn0`m^DFYn=x7?(H#oYu*RuD;;w1 z)|auF+54=ZM-?$t)GsNQhatRkNc z+qOM30HL}QP6z77Fq|c<2dWAa*P05598kjOwWe;s9ctA8(=}@f#ytH|8Lp`I$!6L{ zQ`4+x&kljOdc9)R-!mZk&|dY*x@+z`22*OXs&=Zb7^J2TaNlp)gPT>OanZSX>sA?z zVk&z`6DrB;TsVa;UAk=9u_FUy@Pp_rp9Y+>1p8ufRnljz+j=%sJRrCS-<}M zpW^%+Legrno>?f3je79OlZ}U+##Am`_{xkecA32HV4Ah1z(uTvbz@hMBDPjDY${tZ zZteZQ$S6W_%n!ir({%p)ry5UR-4pvSSz~hgt@GK)$e&Q3hYlYuCwYGQ`gH;3c;wvU zY}l2lz!6xFjgQa^ek7q1K4-t4Js|F9Dn=KP?!BvRJo2(iJH2)aySN6Y@qx1 z@4txs*=cD9`REDr_I&>^>qKy{C7QQqPo88&Cs+02=%2w4kZQ!}(>=y{ssS$cueeU| zE@^N?elM@CtWGpb_>6CJLVSGRfdl{CjcIvm8!877)P*Nl?>wVZ+}btl92v7DYDmK< z{?!he8_Lh$>O|%&jLyAp<8*VySc;cS=-6tay3iXg9WC3XbLUUx<&VWmle1v*ag>4p zA)OyWnk$CDkm&WPbI9Es`=-yWt@6Qseo3SyE2dQ9ZGS}E2@MHZz-zO2aOgBZE3blH z%ZoQ}R(z_yx6PVWOwAvsRGT$qQCT&kkl_yuLqniHV8DR+0V%v3E6SFL7GE!~2=;;q ze*}~&Dno~IKQ6RfGVItg?eADWX3n>o(~}JYr~7o29eqv9y(4vzJman#5HJK`&t|`+ z#JTECtT)013_JBg>;F=5&RWd`u$WK6PT46{q0ymfu^Pk6C%Ej4*UC@s-{tnU*AGD? z+3((+3Xp&C`gJg9#{`RV-HyXe5LsMW8XeSErpv%-N3m(@+@V8{db?wOUBuR_&}qB8 z5Gb!>jpu+#o0CwtOkm*uYzXUG6m(5^?Qwgm)}UNCNdRJJg^WJZ%^lat$k?@iT{$W< zT4(of8TW1ZpKYdjczRmXPMBd?y#J0)S^Cldc_-{dumLXxc*e0CKnNcKfpjv(PEz0?yM+|1Jckd{B2T?5B&BZ9k zr6m`7^5GC*XuqMs5QJ5hdpqC3D%B3bd~CK_+Ogg_z>R~MXbukC z9dTQMx$QCh0N&B3($Z8AfE6fH%rA3*oUsoKC_#10z2?I;e(uzykyXS1%%S zD!jJ!@xB{$>XcIR*z{XKbfuNIl%%`#p94hf+IPGQvHzUBF0t{Rg~@`DX@LYQ?XFF0 zWvxQV4v$eeu+y42<&k@T_A8Q*Lc0ZTf@V`A5UT!-rxJSI@AN*Zmgyq3f{*#YD_J!4dzyP>OEb zO(EB;%@!*JwZ!D4Gy z3^|s6$(0$V%L_QBudh$AbFP&#`u$;{-13es_7FjK#VH-et+;tWUTs~HWXjgOFTw3{ z(=WC2*VWU@vDWdckG>$U%SPRy>N94DAze229R?N-TVQLe%8M`{st_fhkSsVo@ zT1azLx3IA(!RKgjf`i;l$K$w1b5^IPHTAm+;t+{##pPci*7*qs`tv?(In>TKJgxk5aXYkaiQ~6TxQz{cDE?z~{8k1{2nGM4RDr=`w&OHVY|3nEX zFCu;x+tSZofEL-Bdr{%@<_Cdo4ayS~Uu)Rc9N-vlpild$q9P4f_xA7Qe=fV>h#Z`E z!g(&Iu!d-T0(khruxI4_b3G^4;OxU)IE70b*~<zIvjaY9knK5n)vwbdP~*Tn!WMB#u3F~5F{5*W+Uh4&X$}J z>eAnkb#MX3EWMaQ3R0OoIS^#cuKRItpJXcCva9<31HWUIUcw`HcdJ->tdZTO3Y>`^T*k>c>#xfea{C51|C0ayLfM%_ZPNF&fAfHZ67U)Qr@g?01$g) zu!`B7L>m6qtcdY{<}6KAjv)4}h`m^l0Cm23-MS>}xO%n4qnSQRr=cUVUcB(fHglx0t;$zz@TmUjnIU}1mzyVvR}D^1 zP3fx3!2i}M8&IrDP?DicO!W3SMAjFH$4&gjT+HRoo>H8`0YA3XP63l#7$ z@dVK~hQP-|3&*+L+RExT@`e~nUz4)fsIgl!;VT2h(;=aXd8HF4Pu_q!d`FjVbIQ(l zcOLM4Z{SKS43RJ7RHV4f{r3A?K|(rCAJ#~zn@~iiSbd?YtUPz5L$_{`)C2cyDzvJr z_RO#HlA|J-SC%=S^R@WQ3kyoQ;``vTFL{>-0GDiuy8$Jn=UHrSrW2xf_Q)m|#v#+0 z;rR}dbk-ZBz3}Lb;;Lck-?-pPOE1cZyn$HjCxBU8NrC{IbHuF-0CJBUr5licVp#e( zHML;aB{o)%O>5dGRt;=6H9cG2e(x(=^Hj0`J&C6usnv7S(FPK1+TlKX|#e!qq!(5}h>`ELgw{ar3gX@8j(z0s+)Szu_!h zKpeQ0jr>s_?ZY$ML{@j98RWx@lm0Uy%HH-UL^acr&l8GH6@V zZR7%e&nVMgcfZL-h&26nqooKuG%!9 z!7Ye;h9)Bj^jn5+vMo_ts}4Dp9Dkg8&+uFRbvG0pVS$0NdV!-;i6#CS`T55IGXg|A zG()-Y1*1;GRO4zshQ$`bE-OfJp)0q5@i@@FqxwVJu2zlXO;XwijajC@&DrjaWne(S zLk#SxlZ=lpXr8H{;Lg#Gh>KGLqoe?6uM<9&Tv%eiOB^jCEEaxQ>9c`~;ul<4q!3WQ z{TJ_Xi;0OAPiETm=^_N-UEDCn+BD5f*ffWnI+b$qj%z~?N*5~B8}OQ9Tm16aQAa{U zGtitI5C&ev{eE(C&!7irCuDPJdheabVpIj)h}*aKgqNpBn0E}kM1^$i+O>?J{;8%apMKmV*Xj(UaX)} z89A~%aN2b*s}+5k6632UjUDR))gXc-#L05T(u+P_HNG)|fV6;&$#!^G=&fO^+_xP8 zHM2j!j~7b1DQ>R5Cwdz1-@U6bvKG*X7`aJH%XRs#7K0H3Pp{cxSM*SdZ3V$R@lu|= zZka*Tk}Io%X-Nq{^y%BTaYoevC1A`g)ZHB8&$UvJc4RhF`YrBmHSjd75G$c)s9RQf z1ucM@-`laqW z_x|Zv;ltvc%4?lo zl^9x#c*p(X&)DmD=tq7eIMyD@rJ~JFN!ic)+Qz~Fz#Bnn4ku;Xw!c_9TlB@g-~{+>NBFM&+-NO+2zDx7b)&2`}Z>_`K#_SnO$ff2P<}JV`|*J4ah( zt${<$rw2V1=4ZWpc@!Q?FhaG59*T#$-J8V!?CDdJ6)XC4^Pxz_8Ku!RJIsMUHF1+~ z-z87%@Xr~zdiCnmj@Mbh#E8Zb3dIlLcQuO-nkP=2h#{w%=rqmNx?(^fD#|BpL3OGR zE`$fzAaFTXgYP0p7y_KaoAxS&*GWGlEP^Pf5{a`O+xEeH6UCzHWK2 z`!eUy{moa7rplyAN2w)>QL;xFMc30zttkDoz|i6zTW$tol*RAbP)Sv_4a0nB9^*^P zCrtPdB;Bv1S9uEptW>XPSU`H%`$fGHyOxF7S(TCL6;)LRx&bNs_Zvl*l7(%-^-L}V zVF4M&&PWXg4ElVoym4#V%n%QGaevSM)o+4JP^l&9Oq@9i=xubGLPA2en3|^SykD>L zj-^)z%wtz<+v%_7_ZZ^1^>Z$}N-B(WTFQNp-eaGb2?kJw`w1$=&U-l6+UKZs&2jpf^vsK!1Jw{3|ZECS3XAhRgP{gz((4{y`RB`kk<{_L4h z1HAA|t3t}Fu?bVATBCOZRV`e|eWLEf-A9{;S7c%T!u$oRR}u{Sf%-O(K;vi+a23T_ zW)qi!@QI-kImIYx5qGF>pFWSt#xF85^p%@GWBiEjAVvP#j0>lNgVWHE@E?4Myjn)w zc7RtA9G@+V1ctcN$U`Q&91QxLLOc$a@pE2pPX-}U< zux^TG`Q_XFr*cN2hQ7QwJ0{F)uly&wL|3P_mjbBPdbL{!pvOx4q^i(jsRdF zjfp-sSIXU0v8$51^H@k9rN!qv&-LklZqHtDy9m)_PuvJeLn?d3?Z{Jp~cJ966auE0EJhd-r!#zCc*s;eHDm>L@81I)A zHu3y9A0Hny%-hxk4tK($aJVs`J2F-~luXElWdl^*1nBl-n# zjc|vOS#jYP5c-(p4(lnP)|cLVAeFAceHYcVs=HKr)1F(VedLD^cSD$ELeZWY%VED8 z7bo~ex=SWtcmhy9rJVX7u`xwKw`X+w5?f<=Va<~lz0Ba|O3I1}RDWZiD%{=x-iO!; z4}EufBh2X}`nmd7`UEZxdd>UMb{IN+Hrr&3udY#ds(CSYSf&a&X4Q?2U4#-Iec5+r z3SYi`!&iC=v0hDXDCO_A7**494Iu`FapY_xO`A)CNpH5_ylYe^Oz>yl#Fy-I-hH#4 zsst>X@KpMFyb@QUq+u{sExbBcwA08tU*va^P^e(&D5OD$U8Ae7v@l|SzQ-~$43$_8 zFoGyi41KR%_+vDd>QtE_1t~*=ukHcLVVb5To!IzoIyAZ0Web(ldw=!gQDi8@ZKJ%2 zjE#+rn#h+Cydep5#G7tvUlHmF+6O7c5y$G80;$tOvFfJ%~(O4wI@u1%v;+|9wD@6i%`*h`tn7|s27Zg8_gOMDyP~|?XtRD zy1~l(XCc9&Mu8xl`{H&}j@uH>;Ygza3EKt_eQe%1a_?pwY5DV)`s`d5YI7V3jPmNc zDKK*F9X0}W!Z+HzQqSz;++3X(!NPf)hSrL6q3KpVxcTtCV^-=caTo2<^ zN!D%M+6k(M_V)njR(Ib8c@;KnQEQ`1T`$pOy8)jjMV-KCVqzlJFHk%rvzBNs8w{xE z#l}OiOdSrSDnx`&d0j2iQ7g%^E310UEoh@jgObiQs)2TrPppUn`S=nKO(;;0t2<0# z1>Zs_CGpFFAvCpFW-n_NRMax~u+rfA=v;G_eSSLHG5?=hfLZL3TZf4=yIh0jHPWPH zSWdK4a_)J~Kc|J-5zWEy<`$)ST9=K6j~&~EKC$iZ@8R>VF1ql69jmkqih)GzJJf+# z`S9h-A<*6s_OmA)IdhQ}vu``W^MjLUdAnn}%lk16OV#&Hhd`;k4vHF(S6$>}=_oagH~y~3fYW8hi=%_m>GyG#Y(ePcPv`Lpt`dzk9n-0w+jmkabu7YA}l`O zLb8S+^9}pQeI31gj~U_?dEK6;v4kKm{f^5#Y9^LKv8RSjZG$BiSeyw;hAk?SuzqMm ztId(EPh;N}GB=x|zM~K}(YmN>5Me>9F$Y3JThv z7V*DP@Ers{d>|_RrsF?>HgsQB(2M=ktUqLYvpvi@_7*a90PX7>dRPt0HQyCJ{Ij=K z1|v0n4jnpV(fDiokM~qM-DPCdHVW~=tPYuNPsq=S>WD0lZLV< zedzrB{4m)3;)FIX03<%{cZ>*xPYO0>3ak|C!SYD4Bu)^z>i3nc{3_}2cbk7yaUaW3 zSlU?;n2ZJi@daW{H=F*TK!B(eTm)9F1e6%QugL%)bEqwI(!uZNQ= zd28M4aZ*=eotF@CNemkF;R%k8S=N=*(A}<{g*mMxfT2eWd5Mq(@e>X=GVE%#HO!%q zRH34tqpf`~X1bbM5pP>ky=&gLWU|l?!>3I7#htDCSXSmi^K)T2?2FLVi-*M? zE*E-2LO_cCbxD+AD+YNU63P9J9+fZfany*rl6%Rx7rb`&y}rDoK^jhn$S}R1vU@H* zE0t1HtkZ+7Yu}-R*hw}4$04EkfkZ4`t*AJ|CqlMkmAbq?-$8DsvWVUg=JfP5DT#dL z)Lap|ujk8)$O-$oj#c#2)=2~egajActXNw+nCeEGYl6YgK4R#4s>)$s*+305+u4@o z+5+JOGcitE`Te^C{7gx6#l6MsY~^ zpd-(HZAYQBId%n-Q#Ks7pBs4S-4FEL-62>X2_be>)nUTB39)uFEqnb_s;wlO@m*k{ zgAX^0id)O(B03W&`dNILHBrvh(|21~xEMvJ^2butOA?{s#iDasMQvfExW?^3l1Vf> zT9xei&4+!coY>?_wH$`#Ln0wK;>{(LD_jcVygCvyuky0UsQ9#uoMQ@TcKIz@+#s>M zSL9kGLw9T{dI}9EU)lR6zZEq_==h#y?|;?Q?59uN?gCet1E$%NP!Bwi1uN*I7`O_|tE zQq(@X!p7vhlcv%7c1gXUwCLCmPLKXmdFiAjJ4KW z?G!-ga)8JRXg-Itf|T(zK9EaL%h&<=Qk7D=2+9WvRD?R~1t_1`7N7NcbfExCbhxyZ zxw^Ue2Ludjr&uk?&dlsa6aA6UDsi1vr%iiEK)b0f^>!tj(NG(9N;oFHjT&0Y@9JUV zT0Z1H$A{e~-G&qneakp1R@=R3go!at3k<#m`XeVTzqz>wtz#eJrPysrit3YjwDD58 z*bvA!5xdxh=84!dXXTF>tX&YBAHfd8fJ&P8lXIz9RNs^~)>IV^hL*^`v8kJjBgC?9 z=P#yeXmK7Q+agL1E96{@#a{b+<&muTa;)Cen8(SH&A+>A3^&q{F+!n z_C-hV@X;e30}Z;NMVxX@g%FC1!!6eHA!aNOGS1jUt-~sJr4fTs(ud_#7}DL57<|4! zL?QH0mD!2KkZiO=_4SY_DbcKYPZ}LMb?UOtk4mQ{(%q!c{Ks62&=ZJX4OVOYWKWn_ zi%KNZrWh03I(a{0J1Y3=Y-rc}2Ox_`(i^zo|4@as1uxU8Y)5~04#MiqD*+P+c;sSP z7ggLuF?0mM)sCV+3DLavK!_n%oinolDeT&uzzWmO1EzH5W^q8DJbTvGZ>`2WuMV!R z^&6Y@yGrV}pY-?d!M?g46!|X21(i_iCsjK;1ueXF*mUkiG~i%*aJuFq z)nEL#b`XC;SPfL_b?Y{bZvDPwPKiN{Gq5Cz76NEjYVF!WtzLg+ek4jW$UYOA--9l5 z1ec-scFY>tFSAeY7$a6Ei_LPBD6=Tr*7Mw$|32{RvSP<+*TAn0z#b1qhL&7dBn9-I zK79ah5$G&Hi4YV6eU2&__Y@DJOPAbxgZ(u2oj|)bVuI=P(ZmI)W3js$ViKHpfV_H! z#3TvLKTNAhi^G@2o_Qf%Mum0x+87xbuaa7&FN+LqCm_fXvMDZ%UiI^KGf6|Hs1=MO z^#>w$rhj>o-mS?6E6N?3oeQr2*$&}v|0A+wY*%oljfI6+<*qH~LP|xKbpjcx=y8iO zeXUcyI|Dh}tNKqcX$wth3tOwM28ghvRm(_A3F`abxcOg$icvDU)R!hg&8=mEDi>RW z2r*CTWhZEsRh^V886MPW+^8V8WY#NIV|M;g=m$1zNJf|Y`RjvY&UKg0z2pUn=l>ee zB`783vQEK+bIt;h;9`W3-Hti{d~k{i*Jk(b-laYV4~7$i8S5XeA27|Tr2PU0BvdNP z$L5Kouu{&3?35t|paaQ3#4c+wnls|9pVa5UpL?WeaD&Yb+v;Iy~h zY1yP?e~YZ2u9va4Y{|&_{Ua(`4hOA`vr_2Qv!|ee1s$1_v-rt$xJX|3sR2x{;5Hf{I*?540il( zj64Z}o-QCKkZ8NDU%=@jetw$lCAfZW%JAW{Q=9}=75W{lI8O`R3yeuCleDJG^TE02 zz-71wrU|Z>VD$U#$`0g;y035RZX2{_u74sevyLI>jSTCm-rsu+AgbKH<>=3H6r0S} z#E|YFeL6v`JtYPoyEuL2t!?3F&YWrAGhuJzZYW4=%5D3Kc~;bs(8BAHGx1+5N=wh} zvAOq*;zTqS!Xwe%A$}1wAc93zz}>HJ?@uB_z|!D_cX+JRAA8Z7Lo-kgFO-@WO!q#! zpdb`l-_*z`Z(`+e-4O~3vJGo|yQyw`)|c`|I6Tmyb`H;3by^{k5KhiCXnW=xTQ8xL zwB;tN357FWJfs|a$mtawU#FyOYJ_9D3r*K&W(Rqq(lyK~+0N={(12dmLKS$#OxYa7%y$`y99AU91R<~?t7r~i>?`pFB>)-lr+rHh7vQM;y(7!-*I)ytxygatqv!_pD zf_1rX{*@A50P+1rW~S&Wt)i{7CKSB)fIB#WmI=wwV1~7M)25NGS2PA1=#JaU38&(E4uN(8evYE4*rDFWK+;w-aK1Kr8H80QNH)>= zq4hJZIag$kJanRP=Y9&5MGH7KwzFpk4VBBL*rM}ZM)6?~~ zJrA5cn1~<3wJ&4FXIQqFhfHY`y&`tBXXk!eyjuQHHLeRI>*X`nfc};fD;Xj7;ouRS z=>+xM3;Co%lo(s=E4ytZez<(Ab0Y`TPrB#2eG9TqmekUgvPk$EMx%jss--Z=?qf$i zmK7>~O!MWjFUxR3vl zBgq2J&)PYQsgu9R#}j_{XOxGhqdiT{fW)+o*1K2^guHizynGgC2`DtO-n6BKK-ckW zatl*@7ZzPWH`xtUgmO9ftLz_q;j%jClALFMChKB8oz!J9D00N6rXev#9STY&^5%w~r1YglU`cXz|CV#fcw*kgrFwmX zsf0-u#hl$tK=(|iCeeDAn`|y42A)lBq^X1;{GbE8efxIN9}pLc%ew(Iq`K$ZDq+cn zN}glRTi68aFj(Dw$>t&T7*7*VuKKyz!2WTXWqng=nhFV;xQ$0@iD{x|!0c*h$&qz& zG5f|?BbuOre#*|&=~5R+e(FY;ffF~W942^m>|co9G0x+2ArvHF=J&Y~-A#?@H1Z*h zObNe`gf+$fqB%)Lz?~3+El*ErNXjealY$0@63cSOy!z=^I-qAyEo#0VgNMU-b2YUh zOJ+sTV&)ibLBa+(B8CGv0lh6>l(eejLvLQc{sAAPA~oaswQK9B<<%(TSzvZTA_Bh7 z+_{N2e?FjnO1DzmsZZa&Pr%DLbbzT1#A75K4TWq<`n2 z=J2n%sY8P`>cu!)@tr4sw!^iNlg7zifXOCGZ-T^jAHEZ;kE(0{>GryGTGO7fuNq+i zvK~Hk<)?yO&U3v{bY@Zteomcm3POAPwr!iYZq*~`3R!V;bMr7AIo)5MUbun3q>P<= z#5kRrVHW_HWZ!ti??m8oR-d?nl9H0|47vWjfd^81qnVi{;juWb`a%RuhOBRjD`WxV zLH8lbr@xKe`j|vSZ_S6B+Gj#~=#|AhandjJ{&{h{BvFcNy7NV7BTi;BXzV zvR|)W!wY^wb<$25*0nb<9#Pj3ix__Wfd^$Y#%S8hH;l6j2t)0I5Pm(#pOcjWoBHDY z`_=JBgfba10%%!AMaUz-xP8X1ND-L-oFnaqDHv6wK<9FUdh3;bV_L?)AJgd9ysPPtQ#tk1lwcULo4g4 zlhXhz*>B&j%FNd4g(bg7{#~Hgm%g}VDF(5z-((YrTU5?}-#o@1c^H9<9mdhB) zPv$!lUM3JI=-Z!~v?XBPbYyB|WAA*E>Kmnt9bh80)fmS}5=rg&A*(l#`PTvJ_R>0# z;m4t5*P#tcX*5o-k5z4ZmN&>MCt1+=r{dyaZ=Snac1Uv!K?Z?3*^If-PK^uI3^?3q z!^${buo&so9Y59}wR}!hv*^qVAzOjnL#KRa&A?zL>=5lk%B^Ym&|9qvWrzul$b7y@ z%Z93Z$q{$+zSZ^H*!OAY1n-)0Ln2%hdwX?^$d~QhV?zIX?K+tsO6Vcu@Urj9FA4G! zq89cVU~*7Pb5`3~-CGT4-+uPV+D5l~x2+Xj>(cimI#gxWF;=l&|8=AKz55OcTU$kS zGbDxzmk`apjbWwnbQ`LMSaRMDjfp;gz8#*QVgw8d`URCw!QGVS&%1zEL=8<%pLKr0 z01CpUoK@>je>pPhO{64mWaHbf^xRP*uAgIy2zioM}xh%!E8;)Ks-CKiuj67UjTkrSq&@wjeH_X5N{_gDA zbs3t&dvgbyP1aJIR8x*7xQCov)6PoihS2J2E75w9dpx;9`ucK)F}oZ{HMv!981E74 z%AjH~RPDA1C1qt#4mewEI^p{$6&f1)y{-<&^3l}qLa4|dsorAWI-E@3r|zLyZK^tG zj(Ral!R|R#G__-Q=8q06MM)6srMGmctS})!@!@#0VI^3GZczB8OLXJxlPKbe$cG%` zho*h?obr6vu3gW2ZkRel!9Y)M>zr+Cmn>;Z^QFDJmiQ2WH%+DySKhp7x@4vUy2p4c zncls{*Cy(2@UBKDHf;R(Ydz8`sV~K}yGLKUUtjw1KE?PxZp8plA@sAbvT{9fqCfQ{ ztEHr#lv**2(F3EcRzus0EOlTqP$%l*MWK!p6YltIcBGBm+h$SC!UYSuAT<|6jY`jz zsi~VuEp1!3TKObElX)mY{3?6Al=dZ$YtSBUMGmA=A2@A%iE4gC}7$b=4X5Eg~-1~2sP)IuV4GskAG}QW2K#hm^uKe zax;1^QLuyOCc5rQl}NPH7rtDg=e5|&Xw|CDL=!A4BvDn-ytDCBr|!J@V*sN`{LbM4 zPCv`Kz^JzM{g{>L?9A4}LBJLZOUnl|0wwW-b09-MR8$;rO=nUlQzP%-1yjem^Wsf`HhQRU7m~R+bJ}(K~ES zzopBT^`YJ0%J6VQiK?&E%gx4MN*b7t{N`fiFNnDIL%;v}W+jcIjww>aiej^`E)tQ&ua=9|F}JX#BUD zIa4-n+9VA{qqDi-{8Mc=iAWl%zHWR(9;B-8hO@uN8f$Ayv9hoWH*n2bwCA2M15C!X zitqM4J9&7jo6^MtcSY+W2_j)=;CwqzHBI#`3H*fF;YQ1rO?=n_hr15E+xfC3E0Sp! zC&BwuruCias7l?JHBa|&Mu*hY)CCPg$Bp}@@w6M=r$z`ekHKERWAbD%8W@FWNnvLS5$&;_6+`;f-sJgn~ z5F6KB^f0k=X~@|~V*mwwtE9$#bqHidx8wMsN(8w>0_PiRdaSUsQ@X65DP4jnVbJH%p9;#d-t+~Wyt16Gamq$SMxn}}VLGT)X^xsx7=@EA3j2rPd;?AAE=H})? zXdd10o?+wl8#c7@{W!#b-gxc9TE!2a9W#Q7L?vVMyogjYqf^>Fq>3E#&)xIr_-6X!d z-B-k_t%0_}PQ-BaY9E~7nQQ2eO4gMyfi&9<#|Y@@)=Vsk*eDn-PZgZWMGg>Lj^7GI z$?YCnifR3;`j;oft@1^Y62Sq!G!ALBi{_9d7GHjcW*$Oo7fM>8)0I&fX?XAD(>)@@ z3n`Is717q#_Gx$yHm7%!@l@$Zn&INbZiG5i0W&(wnNs1S-|g$jAd_ z0RhCFLh|~8oq9U5!_d*%w)bG%3hd&yUFWohGenlXI7^y;Rz)bTH%Q#Y8%43-CEV}; zEy;+pXWP=zUw+48D5;Dy%l5~Szd}jcLP~Y_?%k|cuRQ6!K)LTA`zKk3FY zA#LD#qR(IejTfrM^$13uH|*>FaIsTHTH5-L!HgQB0XW$?uT|}Xm)zBP@;&K2g^@PI zaUgR@hYeCFqb0_bxYf7)_RZ9J+Q^0(VX>`ZzD65x2FhBl0rK7SV39q;JY6aq0k|e# zPh6Z)0D7TCl|s6>#xU!x&@-PLrg^~lNRjl!8ALs^(9qBY>F7EvaW1V^9Cl>$_`7gg z!rKjZ0)BM&UcK6c4Qln3+qCEf|6^O`YNwpezTSkYCO)}W*i4@ViZaD8k!H1RKlj*E zGeqyl01>q)Q&<%cZy|4km%bj8;qC|LT#Jb@-~VVw28lB~GE#c- zgPf9v`uA7k8fufD)H{g-bmSZB? zX^7o~IGb15@xl@>IQTW1H@G%%)*`}+M!aCbBeUj}XF(cj>FIe7+z%|cJ#Avik-afN zUlvO$kNo)>bmT~z>&p)@H@R`@1Dk8-M#gxJYA3A1;u8|q@7&pqVP#tfhuK5A4^dU^ z3$xwMaPSaI>OkH1&WA>g8}I1o_~GlIYV_!bpyTk%mwh;bKeBUW z460ok);$QDH!bC#$RKxtZAjEr&rLykU)tEZwF~<=_z)F zan{nrszaL&+>efrmm>|ka`vunJR|9LOl=eBpTyfpc-!ct@74jfSW zyf?x=L)!E7L>-5WhmO{)xpSq_8ub8?^8(8Ix}&u}!q&-)&f>eA5{t5X~Xo zg>rgu?Dz9#CqaWE1~#oA!vm-xXYrYFSu$Fi;`I28xQMkYl4G^&w{EuYvN|fq^7Cw} zh(k?Hj*hf&0K_F@zX>xs?lP*1BX#!)R532H+L_~wW7<+o`~1#dv4Lt8@qFLuyOkQ> zA`NbZ@D7WM^>qE{JGy&#w4=9_I{U^;pae<=FhMf*9#SacjXXT=S27jXx^-*6)2B1_ zv*4(@arNl_9$H=3RBwIf&YkgRm+_@%mkMs|gR1X28wFtAN7bONc`MGC4dA$}LI-}Fg;+Gf7qY_Fn80SG3y(c}HYU{=aBC4{)yk_5V|fmS|`XlqhZOWrd0o z4J{3{cPc7{tfV2Op@C9TveKd=71B4p$^*;PKQtPl=itthZ}d81^A{=VA=d2)jDE zmRbWzq=)9(&!wgPFs`a7d77oh&@=MvG?eO<23|r%ZDCJ4R=aE3g9Zj_+Yfss1 zd-jO@-jgS_JDfPukl40XqOjKh1z%x3sgy=^N~?h zs1fUIsS;4cyf%OE=T{!}n4!73Z+griU}yl2Lx&HiQe-eJghdU{#MZSi$mt4|sKrGh6HRcrY0;oa~6>UAnED%uOBFz`;_eabK%xO_vW&4pEdnh}>5noA=rlu4Wd(LJk*XsTH;&y^u34FDp8=oc zhc4q2l;F=FKe~biY9g!Y2J!Gw`ReS6)H%;GnseR$i}{g8g_cR-kU^n1j*DZ*l%7tH z1OlEseR>bzkZzoc^!s}bWTvKaIF;;0VPb!nvc!)yHA&sK=Us#|>c*v07qFDa(dcJl zC$gaXO`0}m&as!dxq)bt`rm;~8KD(ukx^Oxv5}^i-qo|`&IKW&Sg>%RS<%{IwnJ>D zP1B*2=-y(77y6ZfR||65R>YvzRaa3ub^5fA-afsa8M=CU>S5L|Ertc|t-6HxW|BNp zX0e(2z@o{2qTR4SW;a!!$MqedN*Gnvy=CLHeLYS>4QwT~)s;Pc)+!;Xc7Oz_{i z)3wy5OVk7^Ziq9@OP4N*_2F!d^}3B4dmtl`u$-cgC${OpNO$G4$$3-LBm@sB06!f@K|Hn3+g0@I)~y zPI*+4pdf$rJvL1oMRo<#lg)Y_Xo3B8Eov&B>D?)QR3sKCj9q`eZ?JiqNzf4MI@^CC z?*}2L>&jm0#-)b$x4Y$_fZqwHOD9@&Ra2uH7UvH^7e>cNyWQIwG(LimbuS7&n_086 z@}dp9cBLpY)e78;+RJ9@)UjOahw>Jt{VvlyS#c>YP7|!sap^p->|VDJt?b4b?2U*< zY({$-F5q$2W=);-fvD(cr$?*;ZQ8hzcZTgQ^t05_rey5S0q+P+)eZjpB9?9Bv4L=1 z_A`zQI6GxLzbS)6VhePvYfQ$tvIW&+gB)(SvspoRq*3c5_6an5AA;)f22+5Pij4R4@qZRzprV34g-$W<~~dQIiXt% zb(WCLj2Yt^H)*niMZ6;*pc@dVCR~j+YqUF44|-H`31+g2$3aW>H!$c1Ri(qb>_$-> z(0-6VWQ-c%aXf;{0gP0%v9q&4(VAKwZP85&7Ow{_(CvHo{N-CBr3jMubD)7jE;Q`T z=q@0rW<;e~@S~a1sH~@_r^%v}AITv?*p@n<&XdwwwW{MK~4~FbBM&)?rqhk4SE+fIu#R; zpb1gu&h3C$Bapk9tn;;3j{+!!0LAaa;IfyGyANHaVA+tcS{Alrp zkw{KlhDv5eMpvBh^$#PMU$cIFci;-gN9)(F)$&q1ojgAMB;{lo^#H9++P|jmpy`($ z@)bFpTG9sD%${wDklbawmw!Pa&SDw)B8LI*L5&5^!glq4(`7)IwT0XrX!C71H!uWx zkXHs8I|VGW`D16|iUJ0BX*Thj{$2!8Z2mdJzWVPnzF> zrYN8gxCR1K1%Y;}QxfESi0r%g>X9QRp9WE%G8J>bs8y10Zi}Dv`|``WO@3d3YPK!m zhAW}&BAwC`JuPid?5}Q(JsP-!r1MJ$DotM3c!{^Sw*(xXIRiPv*(4e^)`XFXNqw|a zu?Y#)CBH&YDtZ(Sz5CUuV2sO;d2$B%=D3sA02?~2$}#n%(U_H{}GPNWEvCsDJjESvVAkazBagU>c%Nya+UNg$@-DQh}zKR?9u z#h^Rm#zuE<@r|2Q5FP}N0nSJAxZ&C@n#fhW=I@XBz@7tl$ANssZ>0QC7fX%%rdChj z;$k@!h-p3;_JJ#Gb>ZD+y1jaBSMvnIDf26sWxO>zCuac)rhcfUmULQswIg*rsEfnD zl>(+9b^wkCU!VYNo7&4=<4JE|IYIMyM2E+SZkx)NM;SNRcvx!WP#FNMc`$1Yp~mN%*?r*IwAqMcYRIOf~l`f0LcIf`p>ihVzIT!xuQ z`_00WYF3J3P|i@uBD4*cqyG7Sz4z={kZ&kWyih9IArYhX^!2?k5kq(1&U2$xf6N!x zne-`SU{x}^FAcdpNz7G{j-I54D^E1^F?u^wi7OsM4OWVDhi_>7n z3-mDan1{Wq$_tb1B154e|fkn zjT?I=C2dY94$3MPT|2Z^^HJF|Nghz=&xn_za|{37%ls{FQvIaDjMDrG1H@q~-P^Ha zHJ7W6X3Yxu*{de0+DKpHB&9W=>|K_2*tv6Ad$;*#EAls`8>Ebsz6sI#V4WU1I^q1u zD_qUTLB9BDm@QIqW`@NrTe`F#vlMt>JU|Vq<#h0s+mFk$i9LMjmvvU}+_`hx$>`%~ zbj{ELEyx+t`lBggXy)9v`I1NJ7)mE4y)N$;lgx}L-8lsr#T5(sphg<`u6^j%l{f)R zi4to!tPT|KT~X2P#a$M6*i`jP5Be(POTxvGQ*NKq9DW9r0U3qZ0F%x@adASaHTDMm z^`-}sPaCr`SIKy4LDJQp@_ zEHRujW5y1IQsS(DB(t7AeNhMdJ5zl9{Tow~zbBl`4y!I0PHM)fSp$a8v%S!)n# za8xhhU>D2R{zn_o(8a;{hmo@>O>8?&TN0kW-E$Z0%);ITZ zJKf>Ox;{F4;er{^;e@I6N{4)<=s|1MZdHp(6DKYlzrnw_7G-v5RFuCIlXJ!ZD$^tn zFm^zmy1JupMn;C2(u?dN|C2AzQ#{nXcRhc9e@O|yedmsh+7N@?V_U%y{&5=P49bWdQ}-zcX|4Pj>swGDVIF4#hte|Y__1uh-;zfj6Dpy z&MW8v{!B?=*`VCvSviH;7~ORf-F`n>J5qP;6up%_VG0C!R@tH0Z@`?TK#LxHRVF-! zo;%kB*WU4-%cx_ig66GQu?ur??BHZ}F=z997Du$r;8QiaP((nZe^K-U$@UXv zXKDTHzQGI~>PPFm;VZ2qKjFcZ$F;dr#@%Ulm!O`m8apM#t$gUi$V|rpXsC-lRiIKYn@G%3Y0=>TMwxBe^PZ#VZZ&^j%L^AdqNR z*VOvNQlyUlP!r)KSxlbU|9W3E?d(?lIX@_%F})35cFtfBsS?Vlx);B?)SE;Lv6ANG z@N@*z{5vz+~B>=Z1{> z(U!=zV#-~=MAY`(G1{w_TMqoCw#_mtP~G$e*BZsQE)8qq3<6PEhow$NM=5qBo6kB*F- z*Kv*zyHqLSlzxvabb0NHrN?8UqGYnmJk)79P5Rm=yK|rOh3FyYEnnW0=M737@L)4l z9OpzjzK}6hYTXzX0M61DK_w`s1jyrCpa>Og3u)A%7e3zJ!dGzszPz}kCE-+}6#xxR zK}gl$;>NFe4S##odK=Jrl#Z zyi)0=U)Y1E#bL)_6Td?v_uzun;+rdn`r7nYrZd|R{eE^Iste45APz?3#x>&pVf4d? zvl;h_*D_gRVE2`IH-r*^yylAQJbmdpvzz5Cfv~e@GYbPmk2ZAovQv@Afz$zIk3W@2 zLsz3;b(z;pp0xVoUf01RdeZOATGi@SDOGjZM@+m8oVu83SnX=jj(FJPzELvDf(Izn zTIklF<$NN*Flc8SX3N(!Pd?%J>GUN?AI>2c zZeyUJCpX+Sd-?j}JPfQ19~6A(kjm~t5#{6;=ne4L=UPu7O@RM5B^LwMHk*9$kfn}8 zi|hVdx7Pj}M(02Vcel=g<%m;qef9)zW+aHL09v#)-(C;fQd98)x8fJ&$wmUp+v(p0 z!*i+V+o#W6B%pi5r^6HtP)0QsC84uu%LtX*i8~z@U>?%@<(j{qPoIn6Q3dkp5E6An zbU#3H#bw1M8jw{8;8OA;rVB_`yF9NOCmJ?H`7A$*xi#Q)|9t=`d6C(m^mSmzxzOg* zK>3!IF6DGfp`!CrBLQ%CWfeaP*SzMVZH8`1Gnk>k`(Y-Q2Q8Y4QoRjP<6k}EstSeB zg(%6d!Hei|?b>j(BYCCXn;|41MEel~YHuxKaz4U`z_0fl2e6oMsRkqlv9_-yB@K-8 z$m#R9Hm1!Qgtssa?z~1^g&BhnW#6c)-3(?T7rB%t5Y&%BRrnGbt1}-y^x+y^Wu%&2 z?cT5zW8eNaBY>aLh^@U)F{SzQgO?J}`WxHY27N5|@=}5f4&%%e8xmv!H=586ad!9j z`YXf|$i>Y^CwcMj#Hu8%@&3DKDa_Tdr>hY^Cf;qD?bOm)P^ZEs&7IqYe-@#b$#$Eu zCJ>w`f87g*n#E4qweS41pK;w!I-!V_62E!o2qf*agu?b;zYMj?LZ(e}2zdo6z}HWE z^(raQMY(1bKLvozn6sB=f`_%R=w3GPWHXuoEJ!4Ix8W8`$7K_Wjzd*{v6|OD#o2pz?5_5o`SBVo_=;k@o?d^Ai(!eOx=NhCpZ2sfNI}^HC zgAskEPMPu+%YY~SG7!qk%Ym7WmIt!#-ff7KiZYJ+aNfUQ&MWu8z{%(8dp0W&N`-b( zo0z~#O(Oj9HLOpFibLF2_k3$88+;)1PH)Z_BZaq!UYsiuvy6C4xyQ3yUa&`JoK>pACEu)k#f(LV9P#0v?kqc)pZc^c^E42005R6 z2xkp?_@9U;x`A+z(3f7*XD<7-nYoivs;YZEi*vx?0PnhJ=Q0;ZZ$XH!{#7zrB*C4ONO}uta0h9R>z3IUSIIAgN@(i#y8UjZrfi_q z-rnYXcriE4ZT6>VFX*THU%a_s?}>$Nt$&6ES4~b^6F=4{w$>Od%Cw^#^+E9U)2F>uU_hJ%O-hKYu1P6$HyC#hrBa8Gz9sBz} z2#JVUpcPg|^ z6~-GC4%b2M6_~~HBs03@KfqV*5#n6@TJcyZ?<9-=j-W!Dgu6KME2N}D1HzxFm^-Wdp>I4 z-e)gfY$f^}Vhlsv(tV$fuA5=o)MZZdB-kAc!K56B4|j!I2_R2 z>8Avf&*@i4c{F2GiDvz=TOS@7M3oaauUT*9vAS+tqS3>%!wQCX>vk$|zYCf;?BmeC zqC*w;HO3rPa&oir9Q4o{Uc6atP8yn~G&(@_wr%~eJ`I?ff(QdWz1*yn2Sc~jjs#I? zR~d8U$jl&%Hhg&rT7i)py5_x7-_S^lg`J7&v{7$;bH45AlIeVh;Nzw>5>^#?_AI@5 z2UsEx06ZkTZO8AkKX~HA9_~{e+b1Da9V(!09<^(%jkn!6ObzF)C^FBT>jgmJqT6uh zcd!YASv^8W@9om2jWW%J#`(vOAG^~ptjtf&Jhz#)iHVCG$zJRq6Mc<=fjgkwoxkR_ z=Bv_Xc+Kv!NH;wAJQ4%g%ydBI4x0U1*Mu%+0g}y7yXTjQZLWf|>a<@bVn@ZX%n|26 zna)=;)t=jN^p>{Z@*{hg;i(08T=NAuEl^I@Kkm3ZkPYK!G{eN0dhp4l1DR67B zS`jXRa5UozEGlw*`Rdh4?&&Y>oSR*yp;GwXd@){zm;ah3PhZ>-J{s&G5X}!&d8(*P6R^pXatG&mhR*nz zgQL7mhD_kY7ahB3f6cj(=+YW33hnF^=Jyy{#tfG=(v*IP%eY>Y>F-3E)%Q&DFa{PI zL(rFR5C2}<@?Y%o+yNuqs#*b?5XK=Bi$ss6;fx6RHmy$k6_?syQujATp4t}vjpQgf z^UCTOaWc~4OT37my7u0{Ko8g@>i-T}fh8y3euu%3xGHqMO>&+LppU%u>Q#uQn%F;V zH--%+C@nt|UKS5N1#I%OM?$RA_2IVZ-7ps;F2F#4@=&IoK3z|hEoS*91DzXP6L^r5 zzk&Gnfqa8@uevY^Jr6k;^@!%3xAQsYB)f1vwta>C31%OQiqPeTWR7@|oo#UT_7qsR zzi}+WhM}X6S?IQk-wZI{?vae0dG!|rK#cEQy+Zlns9{n`a+K%@onbdwej44v#!nO; zz4swdjwU-yZxtOoG19djJrhJk*%r;9%zjw>kqKQMpW7^Q)j41ja66}{#o6K_pkX$d zFrf*1o^ptQqs+R+VbgG75>?c7@L&y2q-D={{1~&0`^Sev6KOArBTb3nB8IXR*C=_& ztp$1wsyDr8yN#uT)r1LYoLzRCX|dQ#7DbF6ap*RQXb7NKRm4cCwnnsCDW zmO4M80&Y8IJS9aOmYCyBH!i~fC-dDTN#gXR6T4|YZqZE8Itb?0ub-qzH7R1BA;Of* zA5%6E%|ZG<12#KlTf!n9>08i(zXUkVi0Y>xI5G=RKf+8s@D+`dfO9K0%-T5x(z9tJ z^Sa|lj`(wdhk@f$`;bJDPUGsDI%p{etE@{fop*@h=QG6((Dv`Qr0>>Kr`}QPD+)+V z+I+@`A2MMYr0S-TGvD;T%&opR{?>zib@X=zz|~I~H`StbedShGW1k(El`sr$uk)m{ zHgOaA|6~qqlW%8Eor<2~ zL@`387t*>(>sja-?(mKFp9MN2YC&54E>+)&?7(9s!>>4X&EbeaD{q-t8w{Ge|KP!s zNP|n>Bn_#4MKMmz!y%_eUXt{zPwmFsZBDmgire}zPDxtwL8Xi8mX6sU9IQ2Z^o_tM z`*mBpdUXXq;;K$Z8tSrj@nWlpq09v8LIVNHX~NQ(Phy*gp*wg^Sv_rh5p0oSz28sv zZ)W{mQaxGf(yaPs_$YQb&>?lWAv*t%o4~n;V?3&c-JlnN5=2PeKnl4PuLg5_F909^ z;>uV@4g?QVt@&;Ps=IXbNvXcE4h_AJL2y>F{CQ&&lQ1r8u8G*s94Rv636V!<&*Ozd z8D4&FvKz&;x`xJG&;A@?^rCZvN@}>uIv)_QZo-<{q=3$j7oDxr>he+Z00HH81Z?%^ z!Mx*k)9u~+4$winvGsn`z8XzV9Y=`%4_uLA_aK=_gQd!`c$W(`@WhGcY~+BB!}eVd z2@dM~+InXrFQM`?BS*x;Bh#%$+;>e1_hnt@$=F{!>gMk8p5%_hW zz8)t}I-E2JZ~kBFL#Y%{=-cqWbrfcuF)v?iDKyX8>a}2jh?V^i^Jozc#ub6m+7mv4 za{lGnr_`%)^rGTcAkPZGR04ZC^mZ@NIv*PP_U1jpo}ER|PI}@vNv`0fOD-3RL(vFx zO-{8Zs(0jq;64Tt=$lvVgnWb0U+#7A#6fOp)aJL11baEVoMO zN@@kmYk8oV+W;C#Z1V|Sv+2(oz!y>INiebyNu#mGaulTDJBz4Qs8G2?GxWpJV~pc3 zgZ+K7;S~r%+l?mk_Xz8ok%E3o&vkUvW)0RGYAPArNb|u1MdD7h?+)l0$s>z?-y%Gf z8AqLbmb=gi5CumH(xYD6Ep^hswBNmboAQlYQcFd1=<2r$->*WK`=CfBjquQ19K41q z^W!sM3BA?v8(QFA zb!iAlg)`$@eBbWNDwZfZBH>(8p9TlCm;;BM{A3j${tAfV$(ETun0oXNW?>sNp@gbW zNimkoGb|?N(c_T_ppt_YjQtjoqqGt|mM^7e8VDVY+a2-vex4;=CE`HtM@qXL#A^u? ztJ|~Zf=7_0UFi!=te*_tKr@KmP>PNf?owJkUJV=OQd2bu5Kl53SFQSPHd;O<{nCt0 zvzJxHVj2K^!ARGBM;n7JX6usun>`zYC#pY%%H1JjpS@%Cf?9Zh;Th^{2<|f!7>MQN z3$)o8J^A^j`#0}cIpxy`>}8GVbio~k;GvO$meW60LdZvb5M;~<0sPO33a<`H%|c{F z2`J#sC0eak^f;I`=FkV}NU7}q5o`N{B%CQdy`gJy@ZNcq0%+TjSAOJ;7F<4Z4w4;&Q7o_kaK#9n;^D&A;MFbI|1!AqhwqT(_>=%y$oZF+u(&^zQ^L zUi+_nQs?*I7(-`*X;)%tkjOI;b{-lvZc?Ykw*+Xqa-}P`6x{&GXvJr7dT})W#TE1u z><~oGq+5%3?C#`N=U7C8)6sx}(KY4F82RuP^c&z7f2e+>d3{7yO+dR$5w||(wwKPw z*0v=_^T$fs;}-$TET4S$H@c0+ZFR?Vl^mL={#>Jwj3c+z9{uxR@x6goxk?Hsjp(fo zJxIH_QjRbbgXI7d19Rv9q;VH6M+|a6P45Ep8N}2WK)eKHl6H}e$uhe(o8C^eEuR@r z{W}j4KIfko>PYgqGF$FOa0$+&PV$t9thu~pJR<*Een0H>8K%G}{Mf2`9W0DxSVfmvcHFy?X81t*1}p)$he7J_=ou z@Bf>0B?k}_8NNwn9%3?r`GNGqw{PFxl6~YeoZ&Wefx6qY?c{|>E;sZ=UTU=Fl4a|D ze|XTL;m(y71CBCA6{jG$7RaQgj*bLK8S+?>Ch!(h8X6MKDcyDEv0&nyBa-(==j`8x z%RzXVS8tyV-%|cyh?GiVP&$}JYMEqDp59MY%xI9miZ*9kaTYBmuAeGLXmVx>9!;PA zc=h{bSQP#z(G_e7bkK6w*SW>YRjNnw#@bGw`Pr8iU!4NgQTG)8EwIvKWz;91`jL~G zqg3-Y>}trP5kI-;v&EviXH2aMh8`#>3Ey09d`2-DkTl*Z3361(a(~r|2PDr@tW;0# zF&vj2xmJ!%hFqi7pv>P9h6e6z$nF`jYa4JkS0uhm>^Zq-wZ@(X0E_!G*|}Z! zzYztl9P^M!sVL1RPnmMt>_TThtF$S%MGILE3eH>jHZE|tIST(#v z@xGIDIt?fn&cK)|h9!bC>Aq(x+B6^5`)8A8pA|&y>&rjb_Ka|=pl)Gph)f4~(qFob zUcH)dW14{^RBz=Rpm-~a*r8Yvl0o&0o?zfFs|jXqn6}D{ejQy<>Nug`9Y`t;Y3Y`^ zfkG)4fudz)v7aK(pZB6spm1?b9kbNAqqsw9itTzTN7r#wwH=bpoe+l+Pz1&+HZ2(? zQ+Jv;+Dc*0D;K-g4cldTIn+CHJmB_mPuCp#9Z7aCKxA>xN_!4`g{5&9q0c1 zB};a2xJ{b`+y`SV9x=)G5-AY%r_93Qb2(NJJLzkuFZ4IppTKGM{h7o`0}c` zRA%#N7Dd<%!69ZA1dID$i?0CB2`0EpsV8eBuSd8>Wpladyo@!Q_&vL7+~0*jy8y8^ zJNKz*V>P51*veL@fb9rv(55P|hiE1i5N^5a?jE0v5&)hJR<>KE*y-DE5G(>vd|RBj z`gR?Nu-Nv^mq#Ih9EqijR+4y0T0)AJ_LW9`4r=S^H9`kUN~$?l8SxSFB|?D&!HbB@ zW5jbeGVjtpyyd(t%P)9L3|CV@`%o$vj+%LqPB>t3XO}VdTtq$*shzl`JEo)Ql4qQ} z{y_M3*YbvvVupC=2efM;%S{vp)N_a5hiRQ?sj0+$2Mpka9gAz>k5QGk&x#08)k()k zrizUR-k-|dBEkknH!%9S?t*||ZkBU&h{^k{0Y+iF<5HTh*bblXasB$J3Dtf1rWA1$ zjlvlh7S_l1A}j(e5<{8p`=U%*dg{E&7ME|)7cP8AbXw|P7#ohGT?MEZ9@EU!R7q@p z{9Y`%KDTi-_mXGjq_1051fjtnS@_lcw>KO#NngU6a2hY(pc+jPMvKgb+q2a3k}}II z=flhaGf%@uT^`@|^q_T-3pO#Cxvfascxdk^EverD=SmOks3 zS5ELYAls&yXu!Z6VhPexGe&Q8YhpAoy*CUxju(Q^K>(4FNv=Fx=$j&?vn9S@iy{`- z^=~yjfv_qVF>tOcYbtrE@dl6zij^cIE35iorDEg>10tPR%t{~}zn7OPb5(aPuvxd& zV%#_nnmF*WCk)GDXE;FWas8)qOkm|uCp4LpQ1U0yxNYZ3q%zfPv7@V+iruxT)N`&q z76T2542m@|BJ3EhE+~!}?HkScCy*^&-tu>^+Mf_85;$S`Ps<+m_s)UErzbI;sR7Wy z9iWW%Yqsg`i|x?9{Q#Tyr|%h6J0Js*0*Is2M^hb6PoCX|xq!{ukH-*BAtg2q0CjX* zd`w>sbJ8wr)oO7x0PF z6vYrJYE9a9;xpn-Xc`Sb;x z|MRSWf?x#58eKr=3pm_9@YPdi^G)H^8()q|n~Rg*7iSR2i|8}%R7?MW)S7<(eo(ZCwj zuRlZNQ@~0%MkHPKQ98A#BpkD#5roMw@z*4LOMxf_lzReJ7s}o=avxZM=QS7Qd|~7j|h{A zEL7Mypbto$GBsMrb^X3TiyuqGclz4RFM z5{^AF(CL&a9R+-YF<^?2b5@+{Ca#3q{QD z>2bzRcQ%v}1b| zhz~4Li_Q*9ss8yDhp>mWuH#qfg;|_m@=r64w-scokEvEFQ7+xKCaFq5dO9lh z<1GTF4|PHG`_y86P-7jr0t976w-<+=lK;~uVusDO->^iY?b1|2=shxZ2OE6$jV*+v z+&AQLi>4H{NyxU!vhFC#86~ijkH@2zvIEaEihuql6o@%VLTDsJBg0uL!62+VX~lrS z`y+?CbZInRB~l4~)V-|!7OQ*Vd(8+2I!@^ObhGkVEe!)*KR>(2k#Q}01;6xczj;Ud ztVyj-wmlj6GJLW_iwcJ(eiKLSQ~dv0fY1fwmiuXGJqcZ)tKoG(^;>oI_V3rf#To=1 zvit3JeB`*`+}y(hH-5YRan#3TbFILBz57841L`io6}kL`@q|D2Q@0914Nxb=4*fID zDeD$C5C4O3O@bqe&6zLya*O$+1BVYc;u4*9uX*;jcVbzM-Ekue5?-P=v`2g7RsN!h z`O8q`{)kDW+CxabrPwBwd>P~cjp;YYf3nV8bggID?WD%tJt~eE9#a@@^o9u< zX9`T8E$k4I0+I!m?jx)kd=}8>qM-gY$Av7tbt@K_nMkX80)yw|nDMz>+baRz$}`w` z^s!Y9d?WzI-J`{jZ{$ZDk2v_WQ7tqH$ArWB>IdU0M-g5%;p-ouX9T>+>kL(lxV#fg za72k9LL$8G+z5;2NdM&`~QF+_v|VxBLqq`;$E=%pPtxg6xIH6(}S{j0-vf93YF zJ8U#Zy0A~H4U{S~`pt>l_V=AKW#+UflQG-Sr{AdgJu5hHGA?&^nk0&_c^T-_T37)Z zn2c-eDM1=wLmICL{PQKZK1U#onL^@WH(DV;57%NVu|;E>>j!=}`1IKg>fQg8e8iA% z2FfBTVWtTL)H%j7DEyCQ|qf? z^fQuSI<%yDV8Txm_&=I6(f0F^b>RaW6__ zP)_CfKJ8m*AGj&vl)>Xyzwq8-S{|d+f|K#_S=%0M+qIjIIbE^{c(whR#)Hu4c+g?O z7vrsprN;#;!D^@&xqdCguGl37CZh!AP~>mToBR_M6ML8nZsPo-Pj;{1R5auR-OI`n zS`Rc`8!NXk^+_+l?ZUX90{n@Bo7IvXZY9UXE8sPDgl9*N7QUpKDa6+QQ6&F>B^ zb$0vtr6_mV;*N4b!u|2&T7GUG`5=RQ$H}^N`J@+!g)F3+Q&=iURC$jdtATHb97~vi z3w^0%c(muU+RXVZLRS)D!r8LPpZh`;atZe*&e6<1_`rerY)T=3F|u&%JfZOryoPFb-HmUePMCYTc}2tWHTjb4(DSdn^8A#s^p zE&?Dz5l{(WWKO|Dr2ZSUfS``#!9QCW_%U&Ht>}#)PdK;l@E7JY!!66DM&@cTl1ysT z_!WXtth-;bd4|2cD#0lvo*d1^qu2pRTVKI6z4MBGEf8Z6b|q6F?$98h7!DAQR4dSL zdi$dX4&2GZgjDS}^_6L32mcQ?OV-pjdW+;~}8=Agm`4%ds z*p>T1LetQA*==`+T^m^T3${S~3LG%BT5SH+j8N$~(nSsY$Y{-)p9S%0;1V;Yjnwq| z6kY)#ikOZO9SvB(`7R?ky8B(fONP88U|~esl04*krXGZ=STLi2f=W0SUMu&sOYSYHk!a=tMImJm=@hs559iCAb>g4rmW2~J z8JCrb9DuXT0ZfQK-D$Jbt+%qXThY=r{IPb@OrEO*Bbc;}`eVMM=e5f+{e|*9SF8S_cG_Ic?BFLK7~hIwi2SIQaF^suE5ryeJn z%$7=iXiL99uEE7y8%tY0@6)%hh~y4gL__Yu|4HW(_UV+idQIpR=-K&YR_pQ-nYc`fhmsR~-Y#r8hPtf=zfwh< z!|(jn>y?pC(0p1ts(M-EhtvM7dZp-cbuvo2K2-hhK7RD&??~ukMIU?ihFnk+%1^(U z4%+o2Rk@2m?Bb28{ae^vGVDY#ZEF!zPOmFS6St*ecJTTG!NKp@ha#raddE+pz=2tySp%!(EI%BlE}r$lpODQT6Cd6QRYT|Nnv+p=Qmux=isE~(6^3S z&pE_tUi<(E+0?A0?J|62-#9N{* zKskk@9eb6irGV9GDItXm+vPrgZAER;=$iAVTf^@tCcX*f2%9mi&6}n~OL?m&PPtu2 ziK45k`_?H~lsxSC`A!-Xi2@>NPf+*~|Eu)b;jneB6Nhv^!Vphy&X9y(b;LTHt`tZ~ zYTLzct_?z)?lRMnC22w^^Wm+wCX4kqM}>zQd%TrYIeGO@ zyO(_1dtoHrtI*cwv@64y?1Pe>|Jcn^N@E%W7o(*EpbzQkSnp0oMyddu+$JMj249Fz zfdpUu5o^hZrbNH5`pfO$_y`08%4DN)nf4>PMsg1TRVmSn0xuh`=vKvx8`;0CDt-}l zlW;kIvMBgE4tG{zhQ{)TXRA9^)p30aQp={piS0=j#qSmf2NdOe>#Go8NX>-|%TEAe z`U`nMukU26m{?vxXC-0TyEi5myRjG!3zgQr#lCbznsIhrn63RYWC`V+^=H-c`cBz+AX{_|$@6(mkBNXuWldLH4I} zn(%GhI*Ni;08)ePpaqf$p?X~nR|G3H(~8E~z5h=FogOe+yrSnJ9}w3pRP-*(_ffn`z8o#bUo zC>Nt1UEXLjUR+E7IgY19fb0jP(!W{zBd#w9rZh9iNvz*H>wactDv6_ljv&UP(>?Jf z>*fk&W0jegmN)9s<-|=#U+~^r_wF?YC)K2!jw7MY5-AU)7bK_S3_o!%axhV#z1)i3 zMwz9%9W7>p371TQw8=b#XZ^3?sLoO)SXIIo8Ht`+)VX9m&(K6GFa;@pgVwZMP2gln z69~mO!$7=GQI_8uHd;+cvCj^0uV>=Z0c? z`1L53l7Dqa;{4`vZ0(n0|>#!o@R|hdo)b`R$`3BD`Ul^X;!9KS9QkPO5`1 zCoiQXMbh2}J1)K&(y2|^=6wD%R{-zEf!rWja@<(bFVyq@HJnCwmU2-Z9;GU&^Ltp)J?V`S_ZMNA6Olv)!Q*e@sO1(BZ=uKsDaqacXBa@_!0{ zA1OCzOd&nRfCUow;o-5Y5gL(m4A6*e$1|=(h?#DyvTM6YZ0}4}u>Np(K}7U=z1;O^ z_&>bP+HSV8^jzOnDwG&ft=LBBjnJQYvExQMx&Kj$=~{!K?d z)fMROe`0fPr1FPBC>TIH?LU7eA;)miq&yx-HiH(G_C6El*tC0pw=G-P=bShcO<9qDi-IPpb?A^a*pO>MP%bF6_FqG@ zACHSjiZIZJAm`+L?(g3(*us5TLLi5>Yw6PS8FK50A|7C*A1-5&Y622EU0T*>MZ1$H&#>{iqJk&?2BVg?1kN+S&VSb~T<`Uenz_C&te6iBPM_xxagb%}pj1mqDJGfV zu&I z<>lp1xG!PEB;cxsK?og%%0T5IT?XF-dw=7O=_r3&BhF*%nFGheC8&4lQsC%w3>_Ga z^vhNFeOlA%iTYG134|=vzlQJ^P><%Y8v@=@YjKRo5rc|vC?nFx~6V_4qm*p!^4c$V4^yAZ+6ARd~c1)C!1SOPAWdmjurz;=Z z^Le3K(T5K*6{szFaST+n+tFdgCTaIX1qgQ`t^bigoa}OaLB_{8jv~hh=bHXHi~Jh~ z+WQy2Lt4Az)4+S5%_Nc#A@I{z&?7`2q+m24!8?`DEA2QV@eHX)sj8C~HWxgO2vZ8n z-2ibgeVs;no(}uc$hB-E(Dh=bmo8gC9J?ZvZSvF&x)hG6a{8?;%DA~)dH4ldC~;VR zE5!XFJbKZ3j%WxkB%w_d`hNU&@7{PI*x06~uJTrZ1AF%L&ol=*rEV?1HpC`66;L+z z`vqaZiFz4kdl~YOQCO%x7;}8 z_q-M6(N^W>dQ34$-4BH9YOC1!7)Hr{mM^zFIDNvY4j#=C+j zs2Tq+z>jAjP2Hr?l}g};FveSh3X{O;MOe-Y7NR@Jhl|6oTMG%8MGyb?OTr`Qb5Ha| zBVB$-tfd(Dfjrwyo?Y;LT!hVQwjJQ%A%i6?p2fa`lZpunLo=0C1<+#*m&IC5&r*?6 zW!82Pb~D>lPEHgCUBiSkjz76+W)wSU?$$efkO zh4C0f44}kYeJ^AfHI|b@FCHWhS*RoTyyb5wno|k-OUdeQM|P;F7BVw;{24LeaDbDd zP5hySPo94bFaG{LCUoqTRRyB~ZKb3oixW}jOHvUK&iiu+56-iS*BoJ>GtnyMK~~nz z%jSR2e3hI}M8Y0w;f9_=9F@8Cz+O?#5N6PpH04nkzC8J>1M2M`+}Pw^n8lLNX`{TAtYo;JH<1B1lc`K z|8d2MdwnGVYsq-YpMh$Yu+7|lKqT)o`#%22Pn`49aokJfuU5Q>#>XF;vcn zh?z-HzTO9bFFAqF$paGHq2?#n?$X!8~ zIP!XnsOV`Yf~Qbjag-f$FpXJ;c7u|1MgBI>R~iEmmBUJ<%fMR1TMIW={+5j6yU;N0 zTc16@tbS$2a)cvnKwpqzy^b46diau;*hGR>fo8Z(TlVja2#;3pCo@;(gGR^};v*eB zdekMN87;Y}1t~ZA7eljC)^(#mlLxhW_6l zNet@~LP>2*`Ge-dhZFv0wv(++kRXu8Vb<^FNRA=>?dH*v(MsO}sBRNeU&5=YjHoyl z{QLV;q5}AKlC1zjg*$#iYUaf8<8Lv$V>?+K$itM;_xYlg;c}$86t`hkmF2i`G;*jw z?xIfdf?ntTfX4DPU!GM^z~_`g!n@BT`X^5uI@8YErG9qQ3Cf(eYSkX9hLfECLaY&t z1hDcfbrT|a!Vp$hmN}ufa37Y#iR_Ie3G_l@WhpHIiFU3pJmny=Dmt!;hRsU0W$oF; z)0C5)!xdpr8cSftr!6L`GXbJG+U}|t9%+_MW05~lL6~oGHqR-*9Dv56Ro-LrX*+{= z#Uu2CGm%JQ2aZt;7_=xWqz563H<)lhqImz=iSgqg)6Q|&lxt*OxopYRKv zfNq2}8@$x_n#-FFm^TS8|MG^S)ts6u@X#SYm{4S-Q&LrbRb#)p%S#oVD^Ql7y4kM4 zmQ!MDV)nM=>>4YxK8*uF8u{q`@BVq ze8Wt94q4$uxBwpLaQvwvtfI2HQT=U%!oQ|tuH9Um(RthS zUM(Y=4eymyrx$knv&X)aD&NU$6ok~rhxy4` z8}uzyq|x?<^9kq^n=-WfEsGtD_#z(HP*WQurxDLje|rS=!uq_E=}+(6B2-1Nqx5=- zO^Ruo_Z~i+JFjw_$)6L5PuN^qIyxV&UzTAOy|#tzmY54prAhUb6l6fm&W3kx-=;i@ zw{phV3D;p~wx7utG@k7D{=mIv$xpoZt^8Hea95vv`X~>og_!ewKpyEFeb^&xGPJUX z4>_&-_J=}Pf8e+qUKTf+-p8Fl%}oWO|6V2e^=iJea9uJZ7^GYD+0)hvEGYvx-e~`@ zc^$NLtYV7PeyDDdsRHrGUR)D3Ow@TYJ)FdO+1sK*J3D1&-*IKMxM{R@eDT|8P(6@a z72~g+ z2A;Pb&{rJZpyLSXi5XdduRuylAUyCB2%TKl&n>kW59kepuAy)DczLI2?tdaTnoIYc z+t>LYx42A+$gMlm>mov2vm?^%$$Vo(KnnZr#Q1nLqr)eo+K zBuap}w93FiUAFvCY%)#!b{z7e!|n8sZy+7mTaJsNWZiLZNs5&;m%x+Y&w{ux!YV+f zH`Dhqpx}+Z!e0Ot!5$ce*kChpoO1A5EgUylC<0FSzof3r_@I#}f?Ue=6oZa*l`7OT z|0i&Kd1Z|@EJ8ydLy-VH@IXZ*#F~_U1j~xg>g%`ssNp*~4qFc7edWjdt4q zII#I^0m}ha=!t|hl(=@V6$u?k)zL-nJ90$ELAUE?H;5DL*{$&R&p-|wio9U?q&G;A z_zR{N%;#8YykW85(a;Spor+8`<+L83MD7dk#BR0F67U+SbTuv;D4OJfur2A=f53+J z&s3VJHKDi-lQ4I%M&jSTC4072`<)qCeYtid7&eXvbuTP1Oc+qe{0kQr_ zVkt^kvv%&w0FMQTq3wGq;;fcjPEPMD;Ez)PC`;%3(JKw=XKmc5d;XUH8g}dhq6uOK z``g}sB?LWvji7}JKbGBrM4`g*kns(%v3tknpjs30KFYu6z2YYvTR5|`B+g^GBBibc z;M>Tr>Y$y}T?0ndAAa@(jv(r9tDJ%tHPtc!8&c2A8t7LXlm8p3LScXXsj7xXt!#4T|@>JV5T^M+3YftpGOFs1sF;uQd|u7Pq{3Ppglb z&0OLYyw%>u#uL<|foJH2=n$=0oWJ!bH#tbA-EiP)CL?%S`ww5f1jO8^^1r+!1Qw4Y z5P5FO;K~Z4o(Hss4Qofi_+QhV1uQ$9mBpSspVsV+q3wuOFJl!s7O75xZe1lSY{o%N zxJopozzimU9$*^(H~B$g-s#hS++7dC-+81_8yrzqf5_Ty+F@0vkco})opp@8~GA3 z6P&1`I?NKYwYK~M0buRBO$R-sJs0mLFHR%@B=SivHRE}Wrbovu3-I%ENAfaah+8nc zkSK~{{uObjNTKcFp~#gj^E>eMixODB{>iX_!&TRo-)lL2)q;aon`#J(6*c}I$A(KA zrJ(1VkC~tNB_Wgv>5}mybfKsouu|+>@AR6`AaH4G)-$hOR84=5&tb4L0rTKNaN2hm z_UXx0FGms4<>_!QTz{F`y44k*l{tINx=o!njcMXOADy3FjiUnx->KhZrNN-lq9@_E zN%rJ0XXh;knTs?aY`{^;wA3-`SZkFuQ!nHh;!W0BMn@1Fz*{jsTVIzTc02k8ktjj z)o0QOgSHLSazo)P`Ez6m zojx%xa|dOaR-Znq9LsmP1CMm;Ax9<6W%7o#@U%@i&6jsRwLu^P(*Fe1R7kAuBlB#I z4h?)W#%(&IeD+8kPb4ZGW>+s!Bl5gfT>3{CPQ?iAn}$^QsaZ|Wg=midGknV4&I-cE z|Cf5=&LQ?5z$>{tr-#L)f}JoG|5g~G9|DGes&O9hg8UNat9hg5|X^L>#&a{ zSP2?Hf9%Um-amY)xXSHUcHKz|9+MArD*TUxOtziAcPp!ub9aH$yo(7>8ATGyptWc@LsY5R)qh_V+Mg_M(Mcc@>}2hWCA*v^gtoAZG{HsX*#^re5# zO8Wsdku?2vwSUG)S|I9pndJp9qecov)~`)CRoG$PEIjcc@e%8zQhBmC`@(4RF@5_s zr{+fxCek@h{eDp4({pT-fb)qym!u2?Z9@J^>rPdCc<3m%N3`frh4;em#>6kFPBNXk zF5w<%)=q$fFnGSPFVB{507eq0+WKLqW_Sz5xlWZw|2S%DFAlhYPj}u}N8#;dr@v6^ zDqzxI>^CxQ49r-}XfF{eAg=?vjk3PR}(m15>2letjpsy!O(Ea&DuO|FViBS(x{bZD*s2g~em{Fn(kE zbq{r~LZ&!_W{9;Rc~Fsq8=Ow&hZMtyIu#}8<+mD6|&ynj;?nOy;oF{jj$s&otRBeVft5$2O_l#&PnhSw-Ubm{!m2d;Tc= zvXUT|8`ej1!C0*)IgA3{T8A~Ho}4k za~bFn)6-%M%PPMjxsTB%e+nCL{$qpO!v2IH_UhH)v{=UpV3Gl+gY#-)Rvy0CV!ZCp zZ${(hUDvT*bhLC>X3JKGMFULk1%fy3QT4oh;$gzZVhV?NJPZTmTf{I z0eOw!U&5jbYcEQ8uIUjYk|vjp?Hn^aa|~;WT6^TNBUM|?mne^AF9Fph*ceq>P2`Ye zBF_w^Uy!kFN#&#EBqPWdR#oxss+EF4AX3$_AZ&6MLa>wMOwqv?E-@YC{UNWBi=M?8 za=9rc_qS1hjz2W87zM8;p>ZFlNHhhZelmUQ1Ogu!Y9r%25}GvVt+;x_hPxasWFjw8uw1&dCx;dG3V{tME-|m2r1Tq^{^7gY zP~o?jok{-;7g0|ls4`*u{o%R_*(2NZ+-l$?WOxJ@H-tV1VPiA{I{kWW`$`{aM#b9U zU#C*Fngg2;6zC5AQ_X#F2UYT+!cJt+>@H-11W@XVc^)Xalbl#iPIr2BslW8(B~i7G z0mM_GfyU&!V8QKQZo{$j!CD;-ZvR~8Fipdw$oq;|gEhi`V;0nE<=cNvA2pU9hCVccb@=pDA+epbcHj)WEHR?=YO-?ivCx~Y^rPJ9#wrrQ zIpPL=e`dVKc*pGC&EIhTKQnH*^Nz422s~4c^yY^|AysMIZ7By$uM=mKqJY-OzDtc? zUD6SywE_~CBS#Dt%^{sd5Ex{P+;!y1xA0PpOWS+8cg0sPKG8+b=(N+z`E1D$ql`M~RyNh`c@x!g+K3Nsd*{lH!VMzPhf1I7kdf(3i#d00Czlz~9D4!_0sp3{ zolO1N@L|`MGNOxEJl51|MiKK6#sU3%i&`TzB3$C!VbfpB#hq zT*iv5*!!s=xO+1?g~Cq(GJA`iCwA!Gd+3n+;ajxtu(`6_zC`gVbm77O3@ZEk0dGX14}_TcxXY`rwO!O~ZYNJolm@dV6H2Ht^m zOLVU7OzM1)T-jbJkXpplJaMcnIcHjd2rK8poSlNfuss{!DyqAE`ZL!CW$Jr%m-R73 zr%VsadidD~)fJ*C!Yv*gtzWg09zx^Ww{QBJ2LO%$ONeeR<~0xf`uU5KYO5*CeAs59 zNeQyi-YTLXS!PF6$}lV;BL#s@R}Z-+uT!=!XR-c2UKOI!wu~wo?uD z>b%8^{TRQjA{RPGuXshk!pO(*>||cyqC0GS`V-(O)!l_I?M{}3&e;E}cFBhH$jK*( z(jY}4N@tusSS_94eCk#J`P=9qau1y;AbClO_e-k^b|agW$QsHznba6#d5J4RO0Z%_ z=Qo`=JW<}-`B6Pec1bj2h>ngiM%p&aU$%`>KZ;6s!s$? zC?7g3*PKhB@E6e)GB|3w=D<>`%UrnkRfSfggrxCsEhm4mH6dc5^OPA*bA9u{KP!Rz zJMb~wmSyZf>oGt}=5&iA8iHdpRIKI2eZNs_hAx_iS5V~RAV(nYf(24;`L)Bj_^PsC^SC@G1J9_lKwr+`1 zEr*p%A=yW!a?h|`69)Jw)^GS0Uyl(C$moAROlaZeQ}HSM zJ=}(m?Trg#XTabFRd1>cl4|t~%=aEQyU=Cy7C&H3?kGtJfYm-fAtE{d0Jj2+;hC-h z*Acg%kUCv%%bVjoj9-^AB6xpx`1_=6Nj<-V?CZ#Vt;!xJUAGNNI6Exzdvdlt#Td~Q zof&P~6nukG!(-%E3s{3E-Vm%p24dRoeSv|BG6>Dp z_2)fN&CCaP-m2F_y;o`M5hg_CRDPRIm{tReMXrBcbEB^ecA)>KG~SQL#y#Y%n6p#zm@d>^;%_s7q5?YegD+ND09_v`(-@B4W_ z4{l~ho|rgnw&cAQ<_TX3<)mcTAx6y{m++Igf6G-K+)E)VL&z@)ZgzF4|Imdy_KG7N z#Ezqnj8BzOPK8OgwJxJki-8{<0Ss?OJn2)U)Z(6Ktgm5k(yk^b|H&GKuWB@KA`1%0 zv%)!rM|=)^zsj&;Pe{GH@o>yCA|Z!lxZl=pm^sbh!YkvmpP>IWoU*3xTOFWdThmV# zPW{8;Yv&z~I6Zx5;h6Gmp3GLtsF(ZY)S`p@1TnhnU$HQLkXXw;%<3XckWOd;%X;pc zeSf7YX~At<9oDkJ`X5a6GvwVBSL@@SA1xo7Tw5oynv9H_-WHE;sS?IVG&H z{;#T=eP&qaXZieBEB*kQZ%qWL+m8BV26r#+G0F(B@pxfQ<5fcYfg^+rav`Itd?ygYoBip_HPbMEc>-z6|Z*y zv#sEB_%1*q0R?KBT=pitS0m`m)c{-oR~at!S74vJZ((*fOE8o^hV)77lp3pd)K4On zAfaH~^DZGUp`ZC7e3CG{h zELjT2ZZN6l&qHT_eRYpmp)(M2wnQh^(Fw1SeflQ>J}=#Ws&-ll;cjw9qS+20<*@o+ zymBrmj*(wOTT!xX-WtpwE2j8}7rk_4Y?w8g-!-bMbbVg4|C?K->d9GM3vb=-wEgzL z7~4=q^B&`Z*vz?rg0D4L6fZ9Z(2%B+{gTM!eSK-T4X}badT>LK&5uF;N8++hZXW8I zvq&qt9=YXrkbcBDd*rw@Ys9I&=<+unzH|AJ{ZgF@W>~4%0{_!uezPRoCaZ7|qgKAY zLb#LsmP*@7y-XuV4g}>U98m;8fKePsv72cBzWY}1?QMlmmL3{Yz7ESV@ia-Pacfz? zwz&fLRfM=0+1$f`!W@rfurE649WYT9=dk0EkoerjhAA@x4B@v;P-ND0b83u;*|IG! z%-;R+)Qj-0WhR{P2koV3^&wZY0~B(iz_dtoY?vYZ?cDKN;6n%|ETF!{r}2(UuR5_g zW<0JsMV(%PC4hHzuIZ!XroaAr=^RqME99K_h>;R8rvPuS*Sd`H^!0fO}kq}=YtJRf&&Rvp?fC3R_z-i0J9MI4ar6qzH~{ z_2*IBxASGs(%fu0h>5t#^K^N=@U9uE8@nGgHs^Ep!0RBY`+A)8{ipT42c|PM1YV@n(Z5QbsJ+Bf947(YT%|}N5wmkS; zW`bl*L+=zn#tDw)e4iD=ZmL`;UEm6Wr-JPgQJ+~}nqyu5Sm)(qXwgI>_F+QQR`h>3{E>+oO0VZ##VNOmAhu#W_1TfWnWpCWcvTOSMF}FM9+XJnU8p03;+#Go z{Ht{?!0mVOK|lOIGRc+j^@ATP%uAzgshsmaYt!`q(Rk|AjWw|sOWt`HFMEf#SIkC5 z*Y=iI+d8ZJ@#YDdrgLwLeE~)>c(Dt-Z#l9+RXl5{4o`Dl#x>jNm8dVMH?Cq~hT2UK z0Y0ZeA1*ebr0UhIRBQXy?v1_u{HTQ>M!ywhE5qB6S#QuP@D*%etNt9?5$#u4$`p z6hu;EE2}-he_OJoWgOQVc&Pp>P8Ij>tXYW(p%w49tbPVh^Lu2SOK4Ou@}1*-yvC(7 zZA-G6kQw(lPnc^@MqBS0!U{$92aFB(()cj7U^ zwp4tN0G;>r@ikA-^UhCM^``(iQ>4$0(!9QDtEzB;KTmSB~G(v-zK=-)}nUTMS zave^EdQEI08EoCR65Dg^e7;Kr2_4D?>TTX5hO&~3waW0&s=F`+FL6cks%pJDT3G+u zf{&(6YZ%BCG#38sSmslS;bY{RsiCQP%?$t0g^cJ;?0?J zIQ4rJ-lg0EDc$bmiMg1s&+5#uzd)C0thhw`xRvh+qw|RRNlX0voWbn!0_xvwefDe^ z{kp`Y;aj1{Juy@_$_cF-pT&gl1;3-+EI@TRv65*>1ccg<2!(Nkka3gg3?2q>PdsG(T?aOsm;(<)PFFAa9X# zVFqowfnDx0*3>4JmdPj`b+F6nD4@^>(!d1L6SQGmCvkF&!WB1fnsKKTpF0KED+KfC zJK5!!n3=^AsfozfL6xPhOr`2QhONj z)g@7m&1E`>nhA$kTw(-hgR2rDmeCZs6JL`EzLlQ+`03LUG?|{CzlUdvSlf;g7C<&A zlu8L0g(`b&dEm_BaSDa{Zz_A+`3w>!j6n_TG}7twBD9r|mhIUXZ3RX-Gc9xnf)8{l zI!fP*0~AF8hOZ`0%|5(t06Chhpc^<8#lTZsbh&sz27=Q_I^TqBq)~j5sT28pP?Q2z zuQuWLC-ydumQfxsuapy~uap-~MQxDqPZAC}QEA~_l)E3f1BC{0+N=U?aY&i zf`rT!hrffReAnr$S-D4!KUDD#@6T0SFEmk zzWA{ncs*Y&@6?I9jbO;UPQ^s2(hpSmuf)D_72@l2v^$<36X38=&gd2;C^PA$a3A?GT3z zVR2xB2Bnw`7KRa?nGzmNZRXUYf?g;5Ic?}wwps-ad;rnzQB7W)E!=fBa$(d~mTkG- z{!3lH4=wDH(UeDi<9OPfd*WVJQ4teg$`V0bd*amr2nR~T0GInqcXzjozsUar^BbV) zotCk2_h`4#LJv+h&A4;d*|jV(_lj5j{s)D!!8kGT_^{npixwvQ#%M+D2eMG)ug`{) zJ8;q}Mr-Qe z{jQbPuo63+$FF&_-7|M?MG#RLSJKJtvjfYZtwn@z@Z^Oz)%V>WB`h4kdqjw7U$RxB z8CFmOf4Y16>(A9m9aC4B6DS| zH$vHP))oqzILoi~bLP!DJwiTE--Eq6bpOR;*WH}IdLyhI*$1*q?2&Kc2M(s7K^N{_ z>QYwqV%^O3#db*sdHzUh3awLq-H%N^8gJH&(?4kBdtm*|OP*`ORdYLrKY+iZB%hADY#P>!)hsz`54?Tn# z@PkjZOX@+O+oA9OprYLvlJ45)5y(OV^mFcImQh!);^l3>*J`bjn?1?ea5{;mtsNa^ zJvW6hcII9iHEPs**+;Cme-K@tTxr@hykht38m3Jr#vcm()X&%>kA>%^Yh*N=me*cw z&ibFZm8@nD?cO)xvkhO^N90cq4Ws`mE-DJg218HjTh~je#$BRS{qstLwJcd%+uJ>F z-O2Tw8Jn2sC|4D2pt@o#-W1ni7_`wp>XNGqg5tzuSlh9m{rWqK8$=>pds25(eg5qO z?_Un7Z^tDw4vzGevS6*O{_SNc{<;(d2}8XvGM9!TBc*h zjFH|&suTK!w2TY~z&B^fP==?-@>}B}QnIM%Xfr@8;|O!hn{7q;^No{~wXSc>=KP_( zt6$YjxixtVf$U$TEt7^|QuHvITYIy(7;rA#4?n#6^g>Nds$^-NTu~jX-PTsk&M%fR z#A46cr)QLBpP6mzwbuNJi{^tftuJMx5Ago?;>9I(C1*^Wa`+C+Tm9?HzG!EDh&tV` zZ2Q)aTKy!cPHWA!bT_x{o@xbJCWp8*FSuBGjD~|~2ckC}C+t#)-coufDGkW9ixC?H zPfNd6NqOwXr>A}IOzSH<3hn$aoKbGQ-cSE>h+R};nC@w4F0Pj@#XFLvpmK6Droc+O zHPR#f?Qc@3RQ>w`HP4W7!_n@6g}-Ij^)JUyj4Qf(caK=WNHeqbw?7@OsZNyF_WpYQ z!>|H-PIfiok5bZR+5Hz2#EHBihGP=CL(1L|`&Re0cP_GHIptDlFk^gVotu}}CYM#4dMkcucsji?W?ZU%fZ@#RRv-Cniy7lJ&-+DS-takLSr67) zH-C~msi|Sloo#tttNY#D+AD9<(tX*BGar4iV8IAgY?nb(FPlprUOVh)piqqbeE9%~3#b_h| literal 87777 zcmeFZc{G;Y|37+5MH3BVNJNULBxEL`qCsTJEFxqcGSfsUWNHq{keMSy#k|{El zd7jT}d!Ent_dRQ!^;>71-#X{~an8L~Pfu?5bzj%M_I|%#)4pzkU_qhm zpeQNGsk=V;+v29Jp)n^qJk)CU-~z*0RRspsCwFOS6jsx)?d%a&kAC^foK@$+ZZ5N< zdn(WOg|&wV?9_R1_C>UM^pSI7*T(inf9Cx=Mc?W;>Pi=Oq~~H=m9ssIRqC6DH;q50 zKQE+Y=j>1lUCH&I*S=kr5|sb^Bc}Yo6-9-AUpj$n_WtLM8q1SLoBn-;Xqv3Jee>T} z7V8%6|9l{}{z1uqKERdwY30`ce8NIxcgBA{a6DP?|Nn~rTL(&DhbqIbfq{ke;6Ghm zt5oaKd}LOxUL7NMZT07>szxW?rE~st+pqEl(9+Z6U(S3xc2Ht?J4U;{Jfc(N6cJ&J z;pLK$(5Zd4anq*yJp;2$yts`Tk9W|rvYg%0smU!Zz5P!^>U*9j&lNj&?mXrH+&+d^ zbGkm;s!@W&P&YEr{8U!uBawAD55Bv;W{dFlfQF1$ujCIO_EmNZ+kI+r!ASVU z{>`Thy(SprPd)bg6u7O?y{*cmzb>)2`Z>bjWJ z@W$iv_a8rgy&fuBp6muX%}0(aD5&3l`SRtC0In6()b_LE7KJ09wq;~xUB7i}jg*vB zhR>3BgcZA#tFPNw_uJA^np2O2uM`!@unJ$K$jZvj&;CibELFX{`kv=p?XUO#Bk$>D zqaAxH4+sj%jdgz=>8;+`+t>HZV`@;jk%57sq@)D5<^00zgt9ZgW{NLwz|C8?RKqp0 zM6A9(66tM7-IkJ?YJBk`t*)-__`px5%*;$a>vV%R0c*DGE@^FLU%h(u3&UcW`T6;~ zj~?m#Doon4Wec@Z=y3OA+oU>;oQTsc=T7xhK7Ic^)5O@sgxbr?>-+cbM$LKlVm^z7 zO_`34j)K-r!eSB<@4kK8c<&E5S`Swzl4Ysp0D3(HShe_@eqror0O!?uxHpjW1k?bBM2fek}M~{Hbld z{r#GGPt&-{%F24{lbOi-mX-lUUUMDOBb}B%WxVH^RaI4cYvR_OJax+W(xvrGOiX(X zi}b8FTQsKW_x^ar!zyCAlA4+tCtmX9%Q}n_Ww@%UEoA30RJa;*gZhW|E-o$)q&*H% zN`C&-?b8u=HaC)<5%T%C-}vFu>dOl$B{w(iv>R*|=iaqT!#xVKSAZ{#l)5D9hYuf;dm-V}>q{>)O=(Ow zEbadKxH{cXc7FIhJ+t8X>oEguK1+ctLS`kkwOg*O-f;ECjaB>g3$E+Gb}_Dsl>Yw4 zL)6pDOXJgvi?`KHO}QtB+JYMmeYQ(`Oe)ye?7tHjSe@@^KEF6O^!dw|YnW-2cFcC( z{rgu_*rZ%HE-o$xc;mj%%5D7i%DhUs6st)BXJ%w;8!X!9xy8)PEYEvELQPFA!}*V9 zoQJf1$I999zH5K~ULvyw)BQazJHxT(w9`=Qc1f4Nhl{-zl0-`9riT1^1MDte)=FHr zZr#~iXG6JDbaUyL1PrcYro~9@+O_J9`@|6g19r@?_TRs+-?_6s#ju#&-rio!uAQQ% zug^H(=-|*kI2eR?^78YId%r!)bL^ozZ(>rNpu&-&ow=g3G+67_9vsQgXF;T}u<(HQ zyzBf(DF>z`&Eou+%HQvq)Y9(bhkxc+Z`!!gHzj57rM9B&Z#15{1b7<)xUoI!jF$- zmo82;8VX(>)Eggc*|uf($&!4>o(!)!7dCN+m2;B=XO*Mxg@+q`iaD3e9!-o&; z*XU(@alhZad$)1RmTM>O?>BBpIT!F};O}3)Kxr{CX35KgA5aT$d1s900=x%NUcSYh zU=kA-=j7$3#pEJmfuXq@9)5jsVUDb}=SKtIVGJ@XYIl$SX{0x=iqz2gpW<^Bt*y!zjE#*$chH93x^*l3-o1E-uc($dT5Oc} ztdi>F5A!Icf`S4yOyW4yW4`heCr<3bpTrAa?kRh@y1OgK@bX2R)6r4JF(cNlU90}7 z&|@mCqxgifa_rW9I>-I|{A#dR!<+Prz4c#aW`IWWI3Wf*KmoE>(s&4)1BX#09K3a#9Vcx+m~n!01S4=?Po_W#Zm@#ANtwx|S;O#ZYbzlHZ|n)4ka`irJJ)+udVX))6AvA*co zjF^g#xTNF>pT(JkCMz;|$a_s$7NOiqY9~+L;ikP>hvjA&Joj6AKWb9q{{8z;Z(b?q zU}tyc(Xp8^3HuI(xY3##wU31#K7QO&uCJ%ZjY`#5`BajxQ+8qO`Ji|zo!d!&dJaup zS(|1t9KEk5?nJ;#9-nUh+4Wy5Dq>Mi4ky~Q6gcA!sM*DfjK(TZhgWf?Mm{~Q+T9svQBIGG(g4&z*OUYVWBo}KG`9!zdOzg8M=gx0;1M^bJt zn~LZ-WKz_Ynyk{5^b4Fq?g<#~UvqWGQ)v%PT%UyZd>*cEywzi9&&0F+f<_lE?E3NZ zr`AK)rhLbQrVo+LF^adzA*ZLOmFGgZl?q%(&Ig9>rJ-ZHYkKfu-OCFn;$n5w)Izxu zY-((p~1nyYG|Kb zN(UdFe3_k{I=QfU)227a^KRU|dGiHbUS8gdmdUQZzFQ(z4LkPj+h9@}q!G>`?apwU zN#Ll1!@Qh6FF#d3J)A0DX!u|dFMrLO5b^FD|Sq{%=CiCRF zl%cBAQSOF>sCFHChblv%?A^C7`OXkl#iwu2p5iDP`cmG&x~anyC-WTG+1V|>NJ~qTf*l(d_YCtv%wuxz%U7>{wYNu$UGBF4p!xjy z^BK>fp`qYCXX8uC%GTHx&Fpp`@1;Ur(AL#$6ss(V9ux}qDN5DJR-2hS%%CWI@!R3P zF|T`WZlSo#9p=|=-t4{bosaBy^Fynwz}l41Pb$kgl=^finq5O zICRL5H{kg3<0UB1s_N?M1DX8pCmx;LeeLyYN%Y&BuP+aEkVd?3pCSrib%C=L=>RnJ z>>oUa-uR=q9%1-sxhrGqemz*P5%oxNHsacq!E#8g|jy&0imjRu}vDFfcOyD&_FGe(l;dwKwyQcX?PNcMDXN zl_hF=%rt-bDcjd~ot;9^)Hy9RwHTL_N3Kf?Q<>I34{`6_os@dn&h9WeTF8?p>v?#1 z(C+3Qeo7p46!6)KVx(mp)7@vziB2@}r}3D&I>Wua=dR-Nsl1M*!cK& z)zzwr3qbaE)5E`51NEypYbk&!Dr{nQ6f#uk#KuNO(PArG0GB-`|H|3h3vS-Br8>u2 zw=UhVxO_xG^+T*u*a3?gZWL)6B_*ZrSr%JzF8#P#yg0kgXJLYAe0-c?s?e%&|9UpD zjH6TI!ftv~Lv869r@XyoR&QXvjV7V3Mqr z?w6h}a5_pxKeb2WvGkw9&lk+i`85Y|kKbHUZ@YF1)wycm!>ujAZD;q$I`wX(M4wGK z9q@9jr|NxKnbIyd4NXnI*w|Q|z!Qr{-(tpaadJ`(4i0{+tvy@UQtZP4^b5wO;YisfnO-)xd&F1poK=x$y~a0DLNrR>(^w#%a;f5uuHR+26L4D z{qaiBvW_=<03{8o!1vPvH0Zmr70l*k3fQ;#CmvMO&PsF#R z>gJLWY47d5nUQgTP1-%{Qzw~D`ixWKj%}Fj!2UZ?Zh|>v(?-P5MSC05IW*JsZu$CB znu~o5`|?AJPh}=Cx~qg4YU$|cbUv_@e|*R~(#-%Z?FJfSc9b9p+81A;JCV@B@6=ceitNd_ObRQ*YDwSjz37%Rti&T!ZK0Ob_E^=ingSv17*o`;Ae_ zl$~{RZ4^->*|u+IOwPsBYey}@Jl-KJte&`VV;xh5Y1w9wIAcr~jaGTcpFzz0j?`M1G+McSTdL%WI1Hrw9?AT>QZYV3y>7Ew7W10o)yD;fYFVNjB)B) znV9@{9t$dY`&Q2W=)JVG{W7z?JHgSYxA2@+FgAXsY$$5ed`99=Vhs0l&-%tN^ONV! zos$dY)+=yIJUa5F>R580bGG8KV+o(exTfZYim7>JZSRm8_+j65Oi$-%)SKzHrA2=N zX8|?d2W}J1K&PaXTyFEC0b^AB+1_qcxU@LeTbH=SZ#~P3hbR3&-?(<}qz09FhvH?m zZ~yk~+g;tF@VVM~@!ObLd(N`f~T-!&{F< zZNWw}%02pO6X-)jL+!?URiP^!Rs}mMHYp3;b>P5(!=0Z3>)Dxy1_n~|iqU_gFAudc zi#x<}wW6gNf$@U!eQe6MibxB*dGql3^IZ4#>H39-GvEq-;c{*U27bf^W?cGlP}r&= zrF_~-7o^O4e&m>|t827U*zRwQjivbd5!_n&Q0~IH!Pl;1UqvI*)~sFo4kVa#W~bh7 zR1`E>8ik`r&qK+8?srCtzn(DWlMfHBB6SW5jNRhA8{soR!5}i(YCnO9ViOWNf7%v* z#EC$`*|2Tfw&o(QZG@(0nv@;@TgkGhT}?UQI&4&ztVIv#Cilwh>kg&OsF@*;9<7DU zGTvW*qWUs)07CcHvm9KB;&<)YGtR$%|Eh0xRT&!@xxyRp;E**dAz0el+7yae#RJs= zaaRM8r%d8*Tr=mY1W*)f+#h*RaghbeBP4VdU~=vH_2H;>`(|cl2zv+x39N%gV$oLQ zWto2a)~%2yPoM4rXew)J(qTPldeaGv+5%iBlsBLT9W=u>xC=( z(hs$RA|eqe7O@0uqFNPXc}&?vOrE&6Hw1&w>e{&>dtn31L50nVsybO0RU=Gf-Gb4R z)Nm8I&z?P72F^A*F%bdHg}=}Ri?lMQvNvn~oeEHw=C7fEK5WMZqN|rd|7s=!_-|{rV7QX;oZE*}U?>F(O^B!N!m=Y?zdq2$oNtpNpVVljYhb~Q5EJy{D z&&+fm+15?fF2q@C9`oc-1@-V~#j2iP98YdLJn{D_?Da8R;koh++t;2W2S+)&8r_Q(6%~2&^nKk6CZ<_6_MOqzzBy)I z_5MKVM(`xoTXNeX*H}NmP4Di&ip%qvlPN#=<;-3E=n&>nhta!^k~9gYpT5Ifjp&Cu zLW5V}hkvY_B)Bkv`S=lKB8Ri8jo$zaDZG94KjXZ~Vh?-A>E%^}|NLKY zil(<7sj&pJzn#=a8Og*R88{601K5+*c7Py$wYcWVdeF zJ;0X=Y~P)6+^Va)`+V1#EYk?BH55mT{=;u4`H=D7TSM-@Y#8+$$ZHW3|7PA_GFDLApPowyHuy^$|+3 zOyuo`8gEqhLiJ)(R$npOKVw(zL%l^icH&My%i9ml3bn>BG<>h>4A^#8Jj`y2Is^fx zuPT9sl{E&|#gf_adQH^|2-O)cU(VitjzWmn>`*)Bpn|}Iii(p&fiEv#O9YA}kMZ73 zP^hT&_4T1*DkRzrwZ7?XE0*nVOs7X#%)0brGbbnK=dWKiBrDM>2nQDv6C?N-$M0>< z7s44luRG142;n|?VCS+e#Mkje#A@r`fdMKC&=84gY%oy}+5jxw+X0B0fJq{~cD5wGhg+wvE+7$J)ri zu#!T%e!Y6YOxYZI;DyRAN5{EI>y@ikJu`mq2YciSC^rxeRk)AY+4z%JQd9S>U%&nv zIO3(2g6wy$hisZ@ZEbDIP{67;h~WEMt1fzCj(7aS20`|tcn|O%%0)TaTS$PXc(I~ID&uwHU;of zsg?mzfui`iveGXhfyZydHoy6KPr}IHsg>Sg5eh$_^!IN9&mVBLkjIa2f4t4~{>Kj% z+rkmQm^1<+CLe}|UNv~*&M6>357F4p!Qsf!qpL~Z$jcKWO%qUsuk)CqqA_Hl;jyu6 zxw)d=3lmy|DD?I99Y1m6T4bcbh1$T9lEVOTI{>|L@YN{GjL!Aqb9;GsXh0+h(j^-B zP^}@EzAK0ZEfbQdjU$xnPJ|9 zgoRy$$V&yGCthuDy?*}qZ?7^pclURdm8U~Wk_PW7DTN+z`K$fAtIHTY8LTQiX8)l> zTZu6A=?=@a;-y91T_f4(<`5%dtbgVNyhLMOw@uVWK~Ikj*Jsf89ngub`;7r`&yNFc8T5-Or!fA|oS@D=VvU*O22vd~E-dUi@it;3s1vbp9Q? zcdwTBTmKd_Av!%h{Y4lLFP3D`tt~tayfVvcHin5RcjIP@kl|rF)H2Hd=iC|;5W$$~DmI?e@Xk&2R{ldZhRZB;mrxrEE#7fxS66YPQ0 z3KwVp@RjjXE;i?lIJTH5_8iyf#>I#^cCRmR8Au8*T;U5{GaAk!`4M=NdfHPl`xv#+ zwUkz`DSb*;azX#2%uGS_nFRGi?&BBXn6v}5YZtm^*6?NETb_flVHs!@m_Z)DTV}dU zSnzRh2P!P+h^olt9@l%}Eu*%A&XJ8PVHaq=egpIKkZtRF(2|o+#5Tdr1i^FdiqHyg zf{H7@JB;(tAx-Pi7kPQimj|2WTwD(A-Me=f1G9oMJMm}AQ&jyn(IzRwBO|K1AasGT zvE0xG-@bn@pLn_@=iTm8k0=yEn8npJAo*PdCsBLI8$iAR+@2ySDH&k}StLBv3akaE z@1LEWeLk+a7Fe7Jqsf{7pazR|kkAc`=;-J!wiQW38TbV|3o>AGR{rH7cI6W%>e&PK z^U$ss9UV0?Hoo%Y2^*zLiNTsv_F@s7!evF}dz7h-O`2MKvhJdm;i=7jRY@_9FP)s7 z`BOdSr!zY|++qeGw!w*XxnZK=vX$kZ6?FTKF6}J?lB+m=`m|qmw#ezH5;xL|W|iXt zA3kJ(UJJ;o`Af^fV$Y*P)@$3Nu2-RKCvPteE4#;&c!F1Yom)%~?wREu+vdDyb%Pgn z77H*j-RF}9FvlzA{w72-1YSUVHb!N?*it}_zY223^&2;c38p-N*%1JvuM?thnr1N! z$yF36MhQ9t`}Xd&>ndlAAPxpbJTYZ$Xz{M}-DS`tm?&K|HOV^#?&l_3S8aB*J_!37 z+K4?|c%KVDcP?L9NDgGd-c{jGp9W%tvJQg~{uiQ58v!1dSzwH3>CUp-|UzqY-f|i-{U^5FO?sup@5#>D<53hkGBDnW@6a~q9a%>~MfSCWSm_3h&)j)z_!9v)uXRzoNZS)LU1sAVM)9t~_v zYDzRf%FR1>J|LyA5zZuvHby1tn1X^48n7J%S17#3=H~t&T##bc91CK*;_pw>(b-8w zIrwnBZq6k+n9c{V(mbbHE|b;^ydM%0a)oI8yLRmg$dj4*z2z^61&TDp3vR3nI|y^8 z7cRVo(GBrHt$-ft3`p84cyq&3Q~uYkQ9C&~5uFP)NlQ!?C07pppOkj!D{rf-H9IB3Kx2QpWGfn-Xf5kq^sequcl}ndgEk{K_gHDr z_DtL-h;?tPs_2)de3laG21(O}=$Q%Ud9OhsGx8lPDA%uFFTt%ut&@Yw*3r>nWMe}I zU{MHx0ODAdnk-fa9~=r$$15<%+fn7v-PW#pv%z(%PP&&$M)OpQ>b+?m+5VLAhjY&40=WIFu7MGz5URSEy++K+mDKcBbaG z9=Ujt7ldEEJ0*usL{wC?6w?bZA?U#aW-0e^+N(Q^AO+(Lyy7$YtPE9sa3b=+e!~N~ zZ5<_7s6UsLU5SWb#FuQ^ym^I>&k}3fwttsCbk7$&vT^wU);dc&+ClWY$|sVy&!a6+Rv(B_Y9D zU0u!BwNEFjBu)Qy-DFo+m&Py8EGQvO{Her!-nunDr?Rp#?WiLi1wa5KHnmziA`mz8 zoUy*5xffLlRJQ|0CBDjByO!62`wXIBI$tU()_0Z$YBi89?=ggh45_2vFfsQ6lGdUD3boIu{esJX_U?{bng8X4K@ z7|2QcuGry}hUKG^9tI~3>H-T~5A`?QW)>pzqS|LWm_asLPKeT)S3xVaydY&AeM@0Q z7}GyoMu43x&c1EE?@PWNCWPZ^s7{|bT*wCi_n4iT7rtyQoNThA zoc17&L-{9xwDZ7$jWRMa6khmyq^E#1XP_3x*5JJj7LTDr;4iTCRFEdh)zUQ*#S!qPfq&5zkrxVV1z*N zyxPDRR{$4rZT>XuBR44{GxG|h{Dw6BWm{5ZMh5at&|P5-d4unrasm$X?`WFY2b_5y5~b+*L|hYZ}h7@1jE zo`Grb2`*!t>f1N?Gj0m+MV)|Q^XY}^b3}I3Eq*3c6+iknFN9lwh|7Zq4|d4Nu-7K2 zl;R9BZQEo%o4!<@+snsy1gay^n9a@2L2y>1b53{M7O+D*WNo=E#SY=GaHjh)Nc?*^ zi6NjjaFEW!pS}nW2L&ht!WQK)VhkPbIKoFCmB)uRNJvQZHf8ezqT#}B!vH&96RUJw zNh$FFryv|Z*iGl#ORg}B+3g^$t-pV5v{ZgKB8>t90*W4zlCLe>3>AOU%PvlvkYD}% zIphE;G%4*cFgXPUH^DBfm)N=QA2I~**!S_{ZGLpy13+1KfFyX$j=v3HrrIa~4t*kbNCAlrV7X>wXMY3|41#S6 zf**vdGMa}Z`9Ri31}#U^LKX<+_^DGL;cSqCp*Uk6<>jYk=#_m`&zvL8*UUE)#$HX#fId1R4XVS$>;M!UGVci;x% z*2sH$N+GToah~qK*laX!a6o{X8y&?6F#Lg#c@UQ%pQzWYlc|{*gm7kzYQQLDqG-fd z_!fX{&VSG*b5=I}hr>Lolfr1>)atNf}0$QUSYQ7zu zzu!GeV_U0tow!G#Xr}7Kg%^glsQ@f$oIf)Kj+NX>>FSA&ja^AB;l#u}W?vu0)h)uJ z|A_oPg!-6I<`?*I$c7#2seA6(IK{XIfEFVOd9irs%vCY5;K*AlyW3=A_sSG>K$4 zChA6LG}e7R3pJlKGXm`C*`>}XeV6J(GzP)u!DYD2b_7I4^F zEWo3uPX~1rAY~k#lCmECDj?^7@Y0(8cpfM_oI7{Q$2C`0(xHf^A8^67pd!Br7qxC; z2<7IKl-veGlv1vhRAzb*H6%&8H06Iso+%VG;ddP$Z$q@8dm`UKxlv|@?TL&R zD`Hfx1KEvrGGn-0zBRJT~H~i8{?$MM8C#wG>Qi$ zp;IHjA0Ab)#C;7suY>*#NpREl?XXa30Wl71X)&Sn9fRFO9IRAt2M32?gv&T_6Cf%b zJ$#s?j|lTa>=bA}?;Ula6|1B5i%W}XdihtO3@UHY*6_MF>QP=+rpm_wR3@`D??@m# z3X+WPDC0T!^n?M#=tCu-wEu@p+rNL;&GKfq+*IC5m5~CVN3@xl@Krwr@ScwP9>{m_msV{i>l@ zl%!O&YQ$o6v|LlR><_{VaXE{iu_6IV42mZo39msSD$n`PRuBU}&>0hwO#Yc`o85M2 zx_D_pWyIwZG{e2RIqQ)Y{Df%|Q7NgG5Ob{|d5a`P%6ncrZm{n|b#2n4;v~)JvOoNf zh5}^12%3CCcIjhM3=l>KG&LgPV*E5_FJs9858W_S+5Px;q_a%DppekDxVQ@uf}e9u zK7IU1NX(ThS5PlYL8fmD6iu&y>8;Loami`v@PKsHG8&APhOk|e0p;+s>A_1sb50Fx zP2-V%NO7>Yzrw9#*~Z`sV_NTxJ0oyqx>J`5nh){q$xo2}RZmRs)1{3vwYClwhhc=4_w+kEIo0hx`Fn)A1YJU-A2GxElOvzo(zL1{jPA1{GIipKQ>Rk1Y@NrP zMmiMr@*P&eV2toyP5FjQ3GgA8w6uO^K(7+SeoDFQ7>|fW4Y_gCU{rR*hxN~;_C*M~ zDaZOY;LRRQ6N@7la{Hx4ula?kwt7neA3E5sF=`2e;uqmr0EUI!yXOb(@rpYk5V5I$MGM_KzPwLSKEM?53o&X0WZ89$tbuCsmh! z0X*_;H*VbEYy4c*8Omex`*fsKqQhr5=Q8?`VyC{)rddp9Bs1z3%eWg6A>eCqp$X@> zyJ*^xj5>j=ZDL32Esc;eQ$XKRprnngtV!yZ5dqqJ?&V6dF5pp@XOF&0D_UCgxYV4t zsiC0(peb7UHMT=MM|}Wpu?#c)N9!<+$dn02rh`&~K9=m#)sC^XuPoJhE!FQCpXaoQ?3?4(S zMa-DQqfl(n)#XtU5Y>sTnFLd(U9;vb&WH#QkRy#iKM=Ch%*sbRonTu)M(DDb_^@f9 z&(IR<_k2V^GcdwNHnuycFV8U?h$VwQ7~im6{oGs#8x*jHn1OXjVI!QVaJD}gj=@`i zPdjj;C$c{5>2D?y7>)ig7T&`6KosLGwAWSi^z@#yeF+*t(ih4Z z{x;`tL1Vji`}R7Ll!xAT>Bq}e2%-~eo#af9q78ZIFk0iUj*hG7O3yMfHbO=tv5;Rq zJv30*6z7Pz50e09HNYLs_{7Aozklxlq!GaPK-899hM-n%?r3DC#o(ZL&-U@Ghj5OF zRMH3=+9T_sLx)J#4Iv>AG)~$T#ACr$4w!_4&b z4&>?p*^pSIo}C(^hZGBm{udI?VmNUmfxsW>DFp25g)9 zmI`7BDVm!%Z^i}$gI~_bh2tX>62u}J6C5*S>xM^1-$CK3MsZX8nUy6x{`bcgSOgyd z73?8?68sImd3OFFZ8%4aCm;Yp3P?A>vV035bpW^sc^#AbB#nR^^jT5|0Z&I}dZOgf z57#m6zYcE*VpVwM_rw#5H~Q)SG-Nde@xw~NuaR-Y=@ImaBnhE;P-jRkXMSNJBJCEU zNw9ZG3MobZ^;SrNgaH=KkDfq)NYVao&Xa<%JD}lq?Il!%0RWPH3f*<$8=&=dKfjJZ z(bgA}0`ri+rm^WLZcPfh1#tqjvn?4Rbe$>o_VUEG53)}Omy{&p zgM1NK&nHle8%PM7{Cal-D&-L(3WR%QyfM+qM-n$(UlW2^DduAeG zL^i2Vz7=_SL=1?*592iOS#XB&yc)9@ZVbiu#S30i>h|o}L*lwr6nJ6s2t;i}$QTO5 z%X?-@(g^7>_pxv;8OSJ~QA;q9=HDs3Gdo#7QUitDD$AOlax{qT7NVq@$<~OHH;uYa z^m86OxEbt(k1U`1eqBszEKQ4SO)sjhvRhc|YqjP{9t~T5EdSJfWB?q5aim-d-{T`H z9bbwl!~o>3G99|gEd%%P1aLuINttHx(L`J{AXl{ELy|^vcxY7w3zjBY@R`&c4X??F zdaX$}B6L0~^icyv$?#s7Wer>^=TC1($S=KGWVsi`wmc|FGQm*ZK&PtN_6h}-?C3B- z!On9TV1=Z>SD1q$uS~-Xr570y2A(|gjxPpR`PO1Yck8@;6O=F|KE>G@S`j&>(_)P=?8kdJnPdV<*Sdzf&WP$6(Ud4?}l69T{-96s|`F1NZJ8<@rtdXMfMUfGzm?j#-I zjpWsKM7z|cIq%BRK-R?YFJBPuT5N7CZ|jarvj)Yj4#?%*RE}AP^*9Qv1zd$?s1@vH}z^8}MzHKV7u_jQ7pgyaDhV-zZ0oj_86k_0arRh>7Z?QGGrpFBEJB%og=}(@BYA7gqo-;3NepN+zO|n4Ayp4Fx#~uh|HtpCLgLp9$AmhiYtJbyu`Ey&wYnHd^EB2S5pU49)S7%wACGl;*FnLQ$J|qmP zqvfcH*f+nC+&_2~!(}{Cgm0@$_=*TlA&4IvZ3F0+%(@4FaJjmSAo_m2f@+9EA)(d|ktb4=W+d9YI}z=yMGz zSA=RvCqo-a>N@xDX>zFruSxMCdxXipJx}C_8FOw01!?Mp>@v5p39{A8JoBF{0K!1V zKpGlBh@=MrxGDc6@;|s)l0@%P6;d~-P4zZQdlBI3&+_4ldDPza&s}WthttHo(_|;b zx45|2Zzm_0ng$lxDgVREH+cywGgdHXGUt0_-u9W`QL8sY0Qd~e`w#OZoJO4b#l&Kw z8QjVLkw)|i{1CmN>N-M%(c2yE$GT7LHF(9`{j|dPyiLr%*|dW+VV_PN!ChI-rX{@8 zc)aWq36oRd)%Ex((U+SMz0s}P4LH>gPW;n5a`pHBdwP&nncd>8(6bF=l#8W$#09vw zVXtw0^IEfsufm(<2V3-RHYz|XKRq(K{vQl@IwqbPm=oD3pT8|0ckk6dQ@*S4*WqVt@Q?`P zT!g8%lD}{4{{P^I8}goQqqLW7EzIAsu2ttQx0}iPZ5FMuZl~v)Z`C)_xUf99lCb{L zi%E=6kObA%!*4f8b;+(s`n4n`)$;RlRqBF`b$c4#><`{|oebjt>X0W#VxN~OC`KPv zJT?+XqAZzW&H4*p2A5%xc6VyZwI$x{6OY0CbD8HqdRswMp203$0YJs$s9lbofud#r zR3er@XcKp~OCEv|Yw_dd1(4uy=rLj-jmgf%uLleG0kM-N3?V?!Egd5#Kh3}@>O@@{ zfX#CfP*uL15^V_w-!ucF$?uK1{StdBpiJaex`DHnLH{2GA~FS;BzxhpFEaF1m5d~g z{$)?X6E*$UfLz!Zu_GbU-Et6>cz*D5@s~GKt&c@pU3X&tQF_|kNU+b7sQKSK`SYV+ z#u|MV8h@bXE-nr&;iAXOs=Oy(;Q-N^9N30x1ZI#V%W=8c{#fsQGMU8=P-#lL_Ql;l zh?8l?emCrHKN)HYEZYay2u$^HPozg$C3dk?eg!Q#h;+|-b}2EXgD?i2;DSMGsd^qP zqoeOJH;|iv+=*NFL-VBf@nNSW_Mmx}pH-2L!2SwZB?m-#x@lym<#0C)q^DlDE!Y&z z)~9!;y&i0`^>v=LP<8vlD{?4?+=1H_e^e%Ash#yJlSfv|Z`O zCf8RDuE_Jh#MvUm#iumdpPX)nJ15?GN64}cA{RF%igV<{2_*=g-k4^^ZB}@~h68q< zKLvpzG~patr`!+?zR8Z8HlzP7WQi4f;ngT>}CFbUJac7e$NbdIlGCwFZjJ4FNZR$;){@s%WK=`>5;ntpw=f;)$-ceZfLqFdrsE`Y@S8R)y{k7i=o-utE*<3 z8jD~CQE&1C6wY=mlo)WPaZ7f+Z$8%=%3C?Ci-KL4R zEZP%fjopA`8;8O*42Z`_@q(iBnSD%q4)q`2E*qML)I zKa_B`oX|#YJYFS=6sO-Gwy2y0e563bn)ut4o&2d8%XJ6j9@mNQ;5%dAO@g~ZPwdCG zB|P8+5xH`=o~QSZvAc02f|Qu{RNT=FH1rYdue#noCACmCIZrOmwJjAj ze5aQ10=Ah9grA4GsFRanPV;^Sgm+(Dj)ig9B;C|I}66`(xTxz(4dSq(q~b#a?vVcu`Gb0KalsU)PN`q1Jz&`Sjqp1SBn zdXAQ%kf#^K!&HUdBGN4a=#NrawJ*0h6a>s1bgK^_8y;K;>T<)20jL3_WMHCSfEP)s zJSg--w1$MEEr7aD5VR~Dez)%2OH-vlD;#p>lW39Z_UH{9GEz{xJOShH7`K0x}Z?pZ1bO$))qBsO3IH9>Dj4gKIi(m zn31|shqK=3yVjGteT>w)#G2vHKIEER=wlIZu|drH1fZM9+TPspMWwy zhol=*&V@ab_s4`hWC4D%|IK*Ke79(^cp(QFgLa{fM)lVSqygddLHHpAE2$^1Gw6#V zlYTfr!l3UMnqwGJ_7|{OF#ng|wu2Tmv0!Zbp~Jbff)cS3!K4C&?-IMi7;*!!Sf2Fq@dNZANcS{^0E!K$cLhy znPHQiQYg80$WSb@-k$7eqy0@Vh@?qr6RMI5161TLQ{s6V4mY(cF(I-XdQTL0KA_v! zHIDfm#9)h@YZ>wuHC*V|a%|MUd;uxE`c7MRd#&R)`t)!XmQ$m8!=DC`Y1DIdscu zF-`!3uUk~4LICHu%TRt^+5LKlhcpzD_mk5K_#pEkCV6^78&Myt>sm@RFf|FdEe7PW zOl^aM-9OBywD`AbaW8@tFYHxt4!+OJwrC&wfgDW@qzKlxYN6nz{AH!OOQ)qqK1lTZ z7xX!Zc1)lTfusi5u84NUZ~nyoXkY;X4%nGkSSj>MrVo;?3JPtq><}LBlwLThjFOt) zHsP~47G(}xZBZTbQEq6%ynm{0j#;ChzC}|?U&5od#B&K*mUVoO4_%tAlm7d?XeXmC zpUi|O&Te*hi9|VcfX6}GB^y}VBqsrtw%ZNj(KTKr`Q%jap03G!7;LP&%cZoGfC0B( zH<%pI$25bjzh`iQ-b-B^0!o!`e{*GN_?JJ2*iZk;(7>?UdN>@OcUrUd71I;HpLs&o>QQ9%954xp7K4wr!Cp@H(AXH>pJi zq!F;yG{5orlO+9(6&LyikHvTxrXnMbNuOFhb!E^kqxDJ?A3y&q=c$Hp=Y1#6{dsv! zW%@b0&-~@sOFy!9>1tj|Z1r0YqUp3EYp{Yag(}{ z+o}YNdu8z=pnDxqbURZb^2q*~tDQ0Qc|+CXC1cdT7S-{N+Sux-7aiVPlA zV0I!$`1>q{GJFn>13xBLl3#={6JnLFdycp9PaH%exOdJ|F=Ux7vHOs&KPi0K5)?7O}+wY1na zKhU;ly*R?Lgt%i?8J5N}tot3NavJ!bz%x`Al=PWXAR_mcW@MMl7YBzH_utodIY<5{ zt)bzy*Ti6pBsRd5S?9Lg14hA@?suF1t^$6N=q|DLl!YRqy2g9SNjV% z7J84lwO^qbok;hQh93E4XRwr7rwsh@G?{gOJlf_A(39?=v2+2(db5h!Ji%6df$b7b zpAnOqf9QP~gWxOgTtTA^=EWj>@eH0_6GcV6nr*y(G9n_v4R-Jt9^Vy@{0J!kz1Rs} z@fq^pLzGA}$kXBjS+%1WqM!nP|~S zU_T`l`f8Qb*h!m$zW8R01q=k0O7Wg2q#;59Xpt)x#r2eg*x`EM_>9U$#mvT{u>J;W zuK)>rKst=SZ~|;j0LpTx{{1NrWxU)2d0tLhBDO}x3J*!#?(`JSCV|d0DT!833!b=k z+`{!%ayBk=5sT7!7H$761_OVRalB1`$wcy95busEkzgQf288D&ZZ7E=QFF~btOdKs zFPMB1Tw2*sG>EqU1dX^pDmf|1;q5A>-}7TtRZubrJt~}N(B1HzlUzflqHlIEGRSez zhwG!TJRkea<@$WVgc!qco1qPoW=riti(j_8lzGFB1Jpio#IG2S$dOuZq(7~5cPSN3 zy&3AdLc@M>SwEr#iAR<+9m9P)tEw9EyYp2#;g))?ziyy9F3nW+AV}vWpS{ekD>fMo zbk?0!Ax}Fav`}jNoBTPLl*mP@do5rJl&#@;^38WUp+aoBmpGeC@w`Gu5I!w`b@=_M z_Alm&7ylGDi0xd4aL-TRdWf2VT`N^Y*}y|Te*bJ+bWv7T4&_GVq2iqR(}?2vFU6PI z_Y(vkw0%X&g4jgeS;zjwga%eykXsNR4w1vh@Ft}+&17+X3fR2JXFSq{LZSOA$YJEw zcfzn7n^9ik=_T@!V*o$82gk}E7 zG&x4f3c^FuKGW|xLb(Zcidve9>LJJnm%c4e7a#RCxlOU+K(jmrcc3=cw$0Cm$f&+z zAGVXfuKu4DS(}2}7AJG_2MhiXxB~Zb_Yx$pNN#d})9_3oJeDx#isW*EbP=}cT^-P! z-Dq$EgGK5fkvC90Dlj0S+&oY0j%*b$c!E38<+C)j)Kc$74U>T@ zCv?8@9!xRTMw$(*;fTrzpCP4(Qp&DNJ2f(dub)XSo=w(yTW^4XuZaf z@U$8g5~=H%Kp(*B&0?1%-y)W?CSwx(GkE?FrkZy;291Adn11OlM1eX-t>xqIr)rR~ zLEoAGYcBi6XGUOYSMhw8Ko~a>m?GW#6Q4l3bOTm&!1Kfo+1+3M44r@8Q0L>ec{6tR z-e=8r?>7*|A=DJ^k5VXZlNowVUt6({e9rRXJBfu-iYH?_{J3y`8QyNQEeyf7oLE%< zd@$d!{3@@sXFo~l5Q~Robw*S3-k1HaQ=a`KUnbVQ20w!Mh9H(H7A9%Z&TlXuH+*Bn z+a;ODux?1}A@!SJYvghqi%F#=oKE^OVRCktHe;<4S#WVCYH6AN6IlXr0}-baqG02&m{w1!hu1xZ*guURD={*`CKyAhc9ua zbOlKcegGEK7uS($ColK4GelVD6y)S@yJ^ZV%Z;-nCJTNU2e zho7@&4EYq2XcP?`(p}jvg=@e&q0^J-^s$f*sF=(rreZowwjsmk&VKF7IE4} zel#D#lQAiX9(wYrgh<=M;N^dZ_lilwRZ%9>x4P>>xpiG^%91uDkJfJ~dSn*(c$d=Z ze?|1qTXBUicvhr%VHAZhs;4173YmVs>onNxR&2}31_77a3HIBSg!yBKvqu*qSY`xv z3QbmI&L}@l7q&CU3Dk*_8HL8yzqC-i*tnGR>h!XgaYmM01C-ot1!PT9WaMz;Amt`L zBP*BEzU7}w^*thqMlnl@4PNuma846#Lsm;eqduuc(m+k^d@?6n{C`9C##JpZ-A;s> zj`=@+m1tR;pyN|Ixjpf_+DKwIZp^ogpczUs@BtbxlKx5)J=cEdu48)ykMO{lkBqG3 zLI-Ced_1EIm!I+E1mOeDoFcQZGnXSOeQMer zO0)Mgk-2A?__SCt?m*Ls_C1b_$ zn5UuRKVDj#$VvH59+a}vh47>PQk3UiWoXr5M0dlZ2rpn-`P3-uhR3@l`?<{~lHG1X!r)6R>upd^?hgo#V`&3`rp`l z^SGY-ec$^>$Q6pNgd`+n&Rj%^QZf`pg(gGESc%F|AyJAlQ=zy@Nrem%4U$la2D4I> z%2X0j-OrD;);??9d!N1U``qU|?(@glkG&sjuj`_Izwh_+c@MAG>-~C17kN=eP5e4S zjt}s;ho)5ZUIwJYLBxB{UCr~QZrx(ha0`LmXneU|tbaU9TpfW#1`JPDr)r)-Xs!-L zLKzMTtuC53!31!CK@= zQff${bQJJ5vWwAByqcBAyHXRU9XQyORr;I^^1^P57oXF6jxmLJ#R;#i%(8kKCP{bL z^sWAp@rY$q^VjI%DcX*xWfP-Bks;5i{MP7Heg`5yM37J#PyXXy{!9- z+F~D|!aE9lBO3B!V^)NK6F5La36dpn;Fr%(co+i#-qqi9i2Jqnc_!0f42R(oiaV@fRcnc5IX!f_3L|O1R za9kqK6}gl9W8;gL(ZIsLeR`ejBzNhKkH|@5C);dzx=a8*H|xSaE#+|a7{7*>I`H)* ztvIVIF(b!)e&o{ws$fo`D8T-?Tm7qD)y_uM)O%SK6MN0#v>St^$9>_Wo7uFSb8Tpj zi@i+c>G#^b7cBlEFc_^lI!#|&NuBH2{BCFHhC3^!uUgEH>`rIOADF*n6~SB!l&NQQ zzpCxScGRDwUH|zq{mRDYHe6R`Y*Q9WHw1lJ2yZeua0HCZQ>OX5qzvR|q>>P-rigZc zM{ng|kn-=k)}&X8V#MmN-+gOUX?oc|v;hB|9`3hZNgYX^=LjhDoO2jKc7gvIVD#$0ZaqWjCDe?plAI25FGuXvt~I0;pSyUXK+uuF z(fa)`OKD*oC4TI;R4KWo5M`nQ&?%fGGOMiLXuhlHgUC29HauSqmxY++eTZN0t(u>1 z)XgS}STEj4A+j9IO|TymHhv5(FO$UbA+NnVwz8ICf-{`VqobD1;H;0bOW&bXji~2p+slowb7+kYqdj{^0UB*8KHaZxS8nBSz(dsXCjVUZ@#fEuYJzkzPia0( zIkd<*v#X#ikBwV>4EV=^sPUe%3c4UU^4oFo(QEpr#ti&l-TEap{>YxQH3U%Vvgb>_ z(f|=n3Awa>Yt5uBP#WdYK%C%citC{D{`CG)NW5M+XZ0#vtM|KDJqE3D`u}-z7l+~~ zf6B^`f+ycZCHJs%sL%g=Rl;w2-^uFpyKO_=S5668TDa5vX_CW&n;X)LW8&p%MrlaR z>G8w_XBmlZ%AdAV(mMWT_n(K~9M*gO<|9Aby(&%>g|Kc$;_nLT|0pT`YxRi0us=tw zsy-C=G|6rO#6;uScb_Qut`FY0?D5W7CzAboJ>PiR-Z(QVTx9u9h*73za|w_9&^d7; zEN8=CFok~FpW;HU)NaUrPF^wVZ*>0Xrdjp%`(tO%J{&XLZ}Tlm8|7O~-#4dZ6+fmP znHnydW_>}1U<>=tB~iJ@e_Rqp&&f@Vk%pTQVOt0z$XTHElP#~VEA5-}5*dQQUX?JW z{GtFo;0V^BJ5GH4jJ!LUuwu;Jctm0F!o4g|;9habi22?veBC&oqGrTtfxl?j>4jCt zlUV`0X&F~PLT4(P%^x{yx4JsogsK_+4cEMp);wgj>9dDA;-YUJAc$7fvlXHsp<)>2 zQCqHz=0T`0YALRIt$T&|d6eVBlOm&xf3a>VG4TLk*INY8x#SAV$PI7r2{EfKwR|vQ zRUMJ%kdla~XZ5?H5fzZAXp9)rzVN#Kzn~^I-?I_DQ_1HidhQ2kn2iOW`H=)GNDiY> zOxL1in?%Z)WV>rD8VezFpd84dCE2egzB`Hm(eP^nkQOE(`rag9HW6QzE$h8@!9)>9 zsQa{m8njw|)y1v^aS5Y|uaNWlK9vk&Q_=WeQW3wt>Hs=RQv24nDKZ_$hY&zE|UAvo4B^4}6E`9u6hwVUIfH{abnY&9dN>qBuVm8r-u?U4+M}y=1@KE)fw=#?w5hrPKtxMbH?INP9?81Xl+EhT5o*scUU{qSc_6jI;%dQM zO+9wKVeR51X{$2bExjwlPnc-vRW2E?U+jCFtN9_Jm{!6&`CqgPN)_YlqOugzBhUS=P@Mj`LTUW= zw+f|7@IC)PS@b6i$2oJ+}TYRmy+AGKn@u*i+lh>r1z!kJmOf;p~2z zy2fwIZ-q!ke_o=fpHbFNWUMPrB{n+xE}f2G@dO5G6as&!gLkGU?S%P~kJ7z2?*s0; z;kk;4;8By9<&xe1F!kyHqY!%kw@ld!I5=e3!pmmG9Hh~-KRNsQPMz%b31}kc!m|4@ zSzDW`Z5-&3PBez|)FpoRdss}j{2wS$&i*efQ5pa-XC5Cn3>T<-0F+JQZZQ#HBiJee z&X4G(<>IrSP$QoH|6HTcst6I6%i~$&-vU44+PujHfV!MuD*C9PuX&CbxRBGVOSW3ng)F&%T&L)k*cGGs5a(>XQ0k6N;j#o++0qCU9Q$10g{m<2kimI$+PVw~KTMx|YIj+~Y z8*&>rA5nXnysSFv*a@|Xmp>V19`c_vwi~}#U9pwo^qjnw4;3D70~g3%YyP*oV8mPF zqm3^LX66)BRS#Sc7CPK~vFv+mXcMiiKfnC&+#4Sy+Nfepeu#;B>!Cr%$|m+caVRQD zySz~_mTG@zENO7xcDW{$0uR@T#~(2qDbV+Bi`Sc?%Rc}VRHU^Q`d$!P*nk`qkcU9j1s{k@ zvI9(@*4qQ~Vpif%bCfJvE_e<|_Y(q86o5(Hot|r#HvjrD_M^~dR@{Oi45uTCBCY<2 z@@kA)#192<%NC+St1a5!OSTUhG9X*7V)!x7MewCy0*-DUnE4GS-oHKS5Pnwn z`0NSqPYYexoJsX&xjHSs)UwHmwL%erc-1QmVaY%vA@=9x+47cRySq9F!>PLo47 z{#_Z0G;6U z6m@SojVQLjVhP9OM|!uL>kONO(iK8xi%{8!o)c#kQF#h|;^wdU)7`#x;%ACd=RcE* z{>&aL8+D@RnyaS_a{eQ2=+mDgmj6;6(tPdRbNO2va*JK6u0<7TiDx6b6#QLiI|CEB zQe#cV7YGQ$k$;F}%PH{Flf=lzMu)K9^^}m%IOnC*$z3_2CiDVp7^D!gAL)(>xye=M zLLXHhm=I49omz?;@_&Ze47mE=Fq`Ksq9Wo82=tV~qh((G#o})0hX8>~PrC6DB_{;z z#bxgYA0OkkyZ~+Y5jB?Y#JjFR3Ccbl>*^0)%-`EX-iXq)zmd=oF|Fi)ThZ964If_| zWzxIIf=XHC>E+c6(G=VC+Mr`3XeL3C!y`(c6UD!#ytqvmn&#o=BJi`SL}aw$&I>K& z?t$S))I9KasYAW#!08+NZtLeXX%9HK*evWsPh_cV8hUtiXG@r3S2@LW%E zbecW!!zFE?&-cs_x{03^_*vZutEL0k+g2P}xF#FRnv1+D#xo~Ue;M)uRu+8YR0!%6 zxOWtx?>A&hA2_Mu#k|-PE#F=@FBHO%TP;6tH8(I;Z*6%DW8sxSurnOOJzSWv@WuiTXJyN52_TO+@F zS6mnSVK#{dACeT!&5Rv~tsWM4#=mH;{;;H?xyEDFttKXQ)z5F=S8vxa)j#_F+~BHn zOQ&{XzXkTy#m!+2)owPWXt9@v9~DLQp?<-JYVy0MsRkQbJDrv?=0E@bU&Vja&h6LB z;&1=#JCy+?!Ls0v`3HRS!U2(+ntHZEr;fc^j%{Bu->#^Az%@bBY|_$;?HZ1ZU2@GaEi-6!|1 z`&`s@@0F^|Rcvdh^m#rUxl& z$ukx#HXia00)%xr&GVC+TP9M4^-pI&*pATk9ZxVZ+D>~e4Y;O92R?Gu6OHa2+jSwW zUBe+Q4M1-sbe32@f_7>emRRVEzO8R--qE2Ue9QmPcN0UL6T)N(wq1*{X?n;CN#)6# zyEA((x1|VgZD^xz#Y}BJ6w5Lp?-+WOl3@BQyf1{+Ne66-yL~{pFcRlMuk^A&VSy&-WyBRUKV*ra1_K^wTIRr z$w|0DiOl8ZNi|O)bGlx$jx^|myVo0B!zJE?=c)07AW`3O0`sKo99ESqd zEwnuR%A*UN;1**T>huIJEyYbY|Mi|`KjxZ-kHiZO%dJ5!i&NNP71+}Fl>Kdy)xNAa z9p^cnM?B;3@TR+(xB}uh{xkmZ@PE0)wU-{IRJOVCaVZY64<4MmTQA>##;%`osuL&v zObj<~nXJC5bffkfPnE6}8IQul!a7N=dXz3tZ0LRX>-G1$v=r+qy))1B9oF;d?x(`` zmQ2$eyZ+ZgmT&GZzrA#6_`PX!vrl{V%Jb?cT~Z(H`)|iHEB5?|R+aXvfoo3P``ao zlkTl>?Ish>gZo9z=^WBj?IyZaO~YmSOA8{EM_E}>hF9@~;}7Cz5Tdp} zB!r)YxTjjx&g*-rH2<8rj&8?4Qh~{P|H?k`@Ba6-Yg62!YqdU0R%OQqF7m10!!aAQ zAvP@eLtbHF{jII@Up|VmzNN!6WA%kC{odX^kMZon)BW!KNepL?xL+PT?18}M2CQh}oQkrpS=%DjrSD?fs$*E9!@p(d_mH*Sf`r^f+P~s6>T9BzHvZOsYLYPIHl={5S zcN`Nv_lykc-1%yYsWyH0?v=w#Dqz+Xyjdtpn{7}1Q%aatd*JNCD<1=9Z!7PiD(CEV zN7x@@c!TH8sjG*u_d(eiK{UYIN6I8&?GKta?vO#=05vtSX6?;0jz+?U4_3labHIQB z5(xo#3>Hpk_{F-h_Sfw*W!Oq17NNbd0-Ck6x8DZF>%US>gcNKadXD|hM|~sg%bnls zxT=V$1UW$|bI`vY=b@&CwfY0!xJ7~IAr+Pqe#xw(EMbycc)BEF;VVq+BoAX3j9_Q5 zGR{-Nsb7+6t8tRKJaLG{zQ46=_ww7{Fe;_Fp{6_UY~U;WRfC|nBkVK%zq7&Dxv9~O z^0ikdr7@|%qkA5Ww!hsT8dW&^=wlMa@_}7^=Qpqu6xclwzYM-mxL1v7 zJjU!5g|8=e(t=WcNaLsKjA2+Q67%1t&>GzzCfH4-QJ2C3Xp6sm$ghQldaKiw0vDOA z(CB`WqjzZG-_vLI{p_acXZRx78T+UU%Ey*_<##9ir|&*|{CI~z1F5jtDs=;YzpnDk zB^uo&-REdFk9f9HPVb(cYOuDfOZLubwINgF+ijoHeS#d;2yLnS(|H?WC-m=>)bMFK zn~xRrJ<99iTgMDl85n91na0BxelCbGOXyl8pRMkenlh+W3Z*e(LJv^~>G-DEdWT9M z(jKl9XrLL7ee^n}@6`Qkt%^>iPi&)NK#&x#OGJXC#KkQ=JGPUmt*f(HKT7TI1(WqC z1^tnuT(Hl~oRqXgc-rFstT%P4@Ih7g-v;RLCle#L;a6JSP+2HrZYdE9#K1ZO@Yj)O zjM`Js<2vt5d?#!xRbNz3K7N=JA^dJg_3ZMSZf*T4VD_Uwzi8%K8GVV~dH%rbfPOkU zy**P@JX4yJly^)XW+-EsGP~Y9GXKW6Ee{@ZUUlP(Zyl1VlP;|I8UOl*$DcaC(!2bj z^bak-XDNncW*r!8E<m zV6w|cw{@2%&yhK?DXP%v%rEOcR&k2N!3klr&#Sn%_m60Anew2%-g!Y_wD7}$TEcTN zcl6A{*tCrKGh-Jv7W(`kd0-~hsJ*}8fl0M17b&Q>P7pXk8F1A@$1xGZ#Y!1kdtuAV z|7hU+AiTlu-n%EB+a0;UPt%u5O&EcXM3nw{Dry?`mVQz_3h;&H(jN3zu+4ZCPGfC z%TO2G9=kowo06ssT)~^|C)>7dv&Bwc96+M1SO&*y)?)xD*-h+%B=YU5h>MH+LSg40 zzi8a5C!f!ZZ{xpz`#q*7@(F=o`fjJU?lWmpFZ?YeAKjXrRPX@~qBtwTr707!Id=aC z7u@Uq$SLVN%%!l5A{qv)kClp%&iNYKQ13Yj_b{;&Ks;BGc5sS3u~LQmD>4F$ZTepa-qZTN%#orPi2wgnkhw=mm`A75_J^J@66yb~o z26)N~Hz`E3VmRmT)rqrs5m| z&$fq|@%HnRo^e3ERoLv`%QZPcV!aNIzpdCrEzYFR_Gem7NmdxAq(692bLP{pfc=x? zqwtl+2y9oyqQ#4ydG#1jzP)z3VcB%k1NJ(TO)PSe45g8-ak}#pw&@(XT^R zf7h8)P$+4*ACnM#_LZ@rp?8Eji+ftH`?S4_@T8$+DP>zKZygg?DO8Y|1eF#CWed5O z_|%jM6XEWJr5sHqD3>rO6uVWqm8m?Mqfv>UbtBe!blZ@8wz#aU3|sy|1N^vLBi*XZ z_Ry9=VCoZS?8wE1PGY4H`<2J6dh$>`sQ8ciJ@M(!fB3XM`pV`b#WW3=4>jK4`RCNr z*+{#DvFayRo%?Zpg*n^bT;RSQw7iB`p{wxUL|EP}ceVKd#uNM~ktjUcvF!OY&UVlM zN3eSbJKV-8Yb6oB%0%@pQBFT8Iyw+NZu1pwJf(}am!E9@fX*aHWs<+JGN#1B2^@dO z*}-YoBh?CM(OCZ3_A1usY$3Zfq{jz zE0!(Gr2Y)3##C|Hs#WLq?QT4*Mz))U>G_&xmv*b+k-qi<5k}A2H{<3xn#4!1UWMZ# zqUGx1vgiC>rLq1v42~H)_6+M_h)H(|`TNy8Dsp>alpDgo`o&m;QHW>CO~YTFDd9Z0 zK0nIq_2P@W^>irxspf$npscdyK2Fy=(#?@WhX$l$+z9_-A)#}x&&lWma z#?Bws43Mq*f{C~H@7~?v7Z^;RK6=og-CVJj!HY-qq|tbA|Nf@vaPEBxF!<4Z`%+lEFY#z&fU;A~A&4;f~{i6-uDc_NY}u=u}tmIPTD=jAs_5+GnDoT!ABA z0A^5D|K623Mu{c6E)=j}pFp_G;Y>p5rVNdpJ^(N*$% z{T~K9g`xHs^Wnn>{l#0KezmuwAZbq8x>q-yvs;lA_)u6j!xL5 z1*S)n?;2iP-rVfbOur?!d7!23Osv_z{7=0EMG%*E#!GnEY9> zVR#=_x4b%*$A^wtfeGoKMswGTR%jVyR^~}Zrm1n1B%BY__p}~R5Hw=aq%aJA4h)d3?vgI#W@;JzTf`%dU^s_X1$LCZAx+G3yjtx0y zb8B*SVQj-ArO$lgw-9bk18n_^T<_V`uaoiiv{c^C7a*;OxUIl&K zH#IeBVP1+O;n9PG%_9sVOYx(a8FGWdy{mpHC+Ni1oh`-~XR!bDq2FcK?P(_GtcQNI znlZ!w`<20BBXr}BAM`{wJIct|L*aZUrp+}~*icc4osz8Bvj?Kw?^z3Lq4 zzLh&w@P56X+^vpHd#onYU5VLt))h>7q`5j~d+n5_i%Qce;@Rwx4p-^S=%PV#s2aZ`+HYw(>2=!1jzwTN0-<(w6<8(!#h=rFGc_-!s8f5T0 zLe%I~em!hU*UOg`0dvOWRysP^f77I($eRH5kX zJU{aoGhvpR4M=x^T+bCGWvg0hT&pIob7-PYlooe~g7}rUpL@nzccnX2%Vs()freCW zjGBtWp#}XXO?r8^#}vhLf6Z0!{p+v4zJB>)M|Rf4)fqTxmj-cjRq^>=!-fqzt1d%@ zb&vX7W=YD`jj?x@vL`Tm;P@TZ?X<*IVUhG(-Y<_~Sj--oi7ShTA3J{hB4wFchvlA#Sf^1lRn<4DuE@T3&z^Zf$F*zc)Mmf^ z!ra*?P0b^y08V3XOcOCo`8+R>>)Yu=P0e>+N*yRMA?O{{U39*qxDTZXGP1JE4Gr6a zTpGS|Rl+;#2OS#&C0ph&Ysp)xcAdVvQ0mj8tSgd3vC@)Lt;(>@a3x3@$^N zmyh%50}Gw^eb|uTM|?UH7S_vc0w%J(1alnOinRvCpsM_Lk&sTgK7RCwXlcyz>T($j z{L;mXOTb07*prfbLgxg2%n$C}YaHSF>yyb_f`2DryU@MBx4OFQQXI)|9T*<3{}j#B z@v$rKkotRStwRrJ3|31Y>Pn)UX>7cN9hsbUu7{>wdYh28v7^kSe}NXlv>N2+wybVe zIrI^M%{sp4n`a<_GbmOE`|I%ynyH!$zECT2e)$VU(J$bq_2TB=ztz%we5p@I;&2u( z@iWMhUOW0A)d%-WHk;IaBQZTjCF&z}N%~aLUMl2^C_2ZCA1_$^6)RWXA8a1eJx*`W zo;`%C^&2-j%$&LBYWT5Z_b6BrIY??9=64zIRItlG0w=|NbW9~Y=WB?EqTcMvyMMoo z7WVe-m;1l<-fNY3I4mp&LC(Vm5B5+t^E>Qgw-s z%mdn|R`%wNql3f10V~4~clsPXZWCO+s4qzuZ~0?JA*hb*=!|w)(}0#z;~Oa+NMpF0 z7anUKyIi3d$+f6Dp!@?i0{?s>0Fa;5EHx}oa)cqTz4~vTo>a%Shc!1%*%O6uQQmomH(`!wcut3=9n! zv3>H5-sY33OaH>i998J-+U$XDo!Uu>(eC=r)GD<)IaDter}WxdSy+fN598C# zr~xV~Dh4j^8SwnVw?5QESC{7~UFPQyF8`uN7sr*%ZLS^<`S%&HYsqf;{xD=Zk8CyC zXIPqlCknlVD$`;m9s6*NhfY-)X}`l%^B|#>Dk_0Tu6ANkk6S}s*xE4AQllrvpR>be zXVGFC-aZ~4o{MDpQEqM!=U&xFMcaKJuFyB!zeKc;%H0fi8Nk&XYc=xg+CjONUrt9~ zpeIv)`SRuaii#|7HfOFN&aT=?R>N3X?*XU~QckbIy}!MoqxlB#K2Z*Ehm90FK43|q z5h1a3={2u}7}=qpHmXhbXEgUA{Ru?G8^RM^k_!vM7M@%4oRXNI2%xjVteu*el})~O z?F(&{S~k-+6i3rF7Zn_(znX6v_1GDl-@wJwQY_+0NlD2Z9P;MT#` zUD~CD1Y7>p(|8*leh`-wANbIvQ!LLKtfe{+4Ck^$ir7F~0?oHk&d%+BXt23IEfv&L zy3tQ<)A|hDq(uRn_@Qj;V!*|FOv8WXrK_&3YAPr&LlLr_LRAzAocJ69+Puj8&kWni zJ5vOP`$yp5`^{hl6@OkiXwM!s%Y<2!h&SyZ*`J)V z98DKSxyUHib%XsI_f7>>qavG40u^ta-h?t$R4W1HNuQlQ`*n&gG(SokJo@lZOZ(Ht zb3!%KyuBsIjvh?}y;ubBEIgR4lh+&V$fgXyBV@Y1X=O=?E;|Pf4OtLGx9(Xo(Omju za(#=DM~`xdhIZE1Hw4mi*0AzttWqa@kbht%{29DQ8x{yQVn*0(hw@)=vV-||fve0} zj5cn?qa8RxQfX|7*`Vv3`!l^|!NA8HGc9l(OqP5|ahsW5y}e^PK6^L=+k1L=I0OIj zc)De6h`xL+&9;QpLkOiB9P(zt{Rkq^*V@`qR)tCwYBF61v$w*uX7cy(`{NtpFNjaV zCg}`PLi?VpfY!th$1&ghkhm5yeM&Nx z&^+Y}OaZHPsJcioBO2I9?OQXW-E>Bc3gMX9BS|z;iW}tNLfgIu_ z`)4VC?$GFlfry;~Pg=cd)t<`>8-Mt<@AT;0Sv+)7 zHendu^Nimy)jy_^r5m&6N1OQYYP)QIObhw=@#A^j-RSlWdNtGLLBY+Y%(Usa&g|_K zw1x@O)H!DLb@Cp+#_35oIvV?&MKzl&7sAMxiYDNN%XRj7pyKU{e!i;-{}K`Z;UUQf91%~MOQxuukh@`?B<9uMCO=)rBfz-U_!!} ztA%yBn0g`5j0t(n#mwAr8a=>r2Zz!0xRmFo*mZ2tA93G&Zi+J!kn|(--#$TUcxcc( zgLA)Fw6wD&}q{vPqNuTwT1rlpQV zJHd8&$_Qh2ahQI(+d9jix{$x-xV~K;ZLug|nJahRY0lFT5%JWV4%JC$4HWVTAg`CR zdt`+5jk`ED&WkN{p@=eA;iaPR>RnlR`E9c3!Sa+18`wSs{vS$1Fw`_+M|a1VJ7Yca ze(3OH6WsuOKGZd9EcLM- zzTkXl_i3^3CvN_(LD|S+(K)a(`v3rVlV!Z)VQ)m|mt+<9F~9#?$05U>gwt|pibJgZ9B40pAsMES67|4 z6X*8?1-&DE17uIHTA!@ibi+!Kib=Rf`Cj~Kv?}QEELraCX5^;y6@06;>qktSc>K(a zgZAX^On-U8Bsc#c`9XWrx1oUiQ`r(Dem7MpJ)oC;*5|S(YZ@ljfcvb#);*{aoX?h- z8-ASd%|N77hdaq~nmhLYIj&y4c3BIoCDdX#$gs6|*QT4e!3(plaUE_FNynz3^Fpme%%R~Q_I z7za?L&7zEqbaiZDN6cVWRb&)q*HfLqm4s4{izt2p6Deh`sC!kxpgXs3n?ya{ee=_@ zcYK0XtUeU#>RRiRyE!?_h^)f&Q-m>8uVYAxf5%m0Ft_^$hh%Y= zdM>tMl?oR#(>6I_%5w%Nfhr%Rr*C5?HaRZ9V*X6UP>0V9z>Q?#lKN#nNMc)~{s4jW z5ESRCKiqddhc^LNyDe|s)y+6KxsB!GsxVkm3xoRm>e3)d^mLSEk?z^8vyOsPTHMq@ zv%uHMfByV9H?kB?T#KcQBI!_UWS+mRzGuSdAL{JH&7t4hopGVVi9c%@40=S=t8CoP zT~!{nwEe7EvySfH->>6=U%xi9*={byBK6Fe?j5yRaFCOeqXqd&hMOB-9FW#Pi!fE+ zbjQd$h*i?UlvrGgTO=$(Xq^kQc4Zo;SxQZam+8jLzQKjdm3myNYE_M3wy7&um8!Cb{C! zP)1&Z4HqtS{t=(yW;<_hfPCD`N7SD`D(1s{w+n2OyU0ub#Z2h5EoRSOpvRcKa%Ht& z?mcmmU|;PsGwM`_51*}>6TY-(+=T94bEW4%kPAt5WFz-zp|eUMA^ECT%T{&^ymU+| z0C%Knz-V)7h=Id)Rt24)KkkpJW&so{@_El=3jU-zxDUZI!<~o2|NBTmb92Y|TFECiHBO%@J zg6;qgM+E!jf~OY270x+!1*^u}NlOPDTv}Dn)@>5S%DYb+GrCV7Z)}n~d&YkL_UY%_CSc@;j~>lkW!`^KkgEEE^U9cK%(K4c z;>&UBywJTv?^{rp_c=6=Gcu;08z2B@npI&uAGtBO?YMy1QKO$lgdI3AjdV#~oANcW z<=ggAz&U@$2C7_%H_LPSIsWoA62|+|QoHpZ6DIsXVc$J`f}1~zgg>`DpaL;e)Kn*M z==VNx;>3t&^~8W#EO%3xxM7c)*3!G3BjYYqU57Z(C0B{IZ0VO|_K0o+^0D8n*306K zqsot?dT5%2C`Tez4zqG?n!Y}5P6vydo3(^)uXAS!gf|L8Dap*4GuJ`QVe;LH)o59u zM`9U`(8tiV;+wOz{mGJfF+jAbf*eK;2rvGEWq>Ron#L({hJRr#S}O@^5kVc3Qu{GX zb+=+0zy{=RX2q>mec1U)(p8m35W?ZI1r(2-7bUxS%NC(=L*d_@;E};>>pBXY1+!(L zmk}ATR#qa!5nr-5NyGwS$Wl}#5{cNRN$I&4y@4(FgAGWdkT;pqR){4VAVui7P|p78 zF~79MOVOgKAkI3TM>|o2CPxSyph6Vv*1k;k1pu-~3vA%*I7W$(7YR%HrbTX>+9j)D z^h9EL9Pu{bvr=F?c8#iICI#$D*-8NJw5%*?1e)w1 z`m^4A*mOz4<;y$MY;}R|OKD=Oo^Y2E;OYeJteZA4dEVT)Do4&E*b;?IG)}`fJ_QvN z6ik12Mw5@fe!|NoUVlB$$dIB-rjLt=zAh+Z?wZ&JE_y9NF(-J`Ef>;AfVplivuDoS z5fv4sJ}|{vP7;mBEnkVn*nK75U>4ewCUxo2V^HmxdoaB!32n?-vA;&lBZvg&;L>IM3-g?gq6UyRv|1})aRakjZ4 zLV_tgMs_^OO2igHSrzSFVwW-6!)W+YOmkZVPTw=(5?!?C3i?x6*eB_Ja0^Ib z=bk+S5Q<2289x-7AHGh&jp+BYXU*!mdK^j>^i2avpxgQ9Kw8bI1az?_TZr&z|GJNL zQn-_yu98G94-}@Tgd3eQxiIQF!IlU z<8MGj(Mj_1rg9^EZxmjlFi%C$J#bDqiqQ$@XyX2w*#l|V8xReNHw*=Oq89*h(KAPn z8U@(m&#_s8E2PD(t&_yw+01S>w&3C782<=lxsMPY5Wjl7ji-h&*b)Muf~?DS*|N4e zIyzl)3k$ol+Uo9u2RkU3uYx12_}6>2*-lxE?{0e+26Wrvi=r1qwt?~E=p*n=_7lM zU;Aq4w=mz=tJkcNMg4<};7+K%jhNqtN}0tLU?DG+$kenssXLxr_s0*LtLs|P7vAQ1C6d1QDq=WX*Vgvr zzS4}ZiGxQFg~V`$0LCe)SC$^kS7IUKXO(+I<18bsDqXj#+ZZDj*J|Wo2cfty3ll-5{`?L@aTJ zbllAxzY@MvdN_Ifed}ilU>UlVF3Y~h+?`U`l}1b5JVpWg?0sQjs}IQ0<}e)5Z_*^O z9ZyeM4Act6q0oQesHH@)FLv>XsR~+6ZL{3LF|TkJ?umuPUKXB6LFgGQS`^xT$;y=h zxcd|8EH5QdajN^bCO05xv%Z^7P?CHGq-yP5S;uMVB#HQB`lX>k2vH*gd>1>V>RZw@&Pj67&dSpH8s?;JZEX$Q+->zo&d8IbmEFXXf|fW1XxCmwCY?gb6!uvxViS^N z7ncj_J;zQ?iW90IJVoTUtVQJ@1Y#_5>1H%tPj6dv0A1e`P+{?YK~3#Jo{vDu3wasg z!BjD1li>D>DD zmWEzrDe-f#&6O1^T!qevE(EmyeAi_QUidouoaq zgC~otyL9d9%b8v3;E?fK6P&?ICLP}&u`FiW>Jyt0Yy+{ zpRNS)X@4ZaK5d7r3=R*Mg@Y-5h=6Sy*Pq2%(_Z!7;hD#Ll@L#x$>>DB(~o+b_WXHI zQr35T>wQO_%6AlbRN_r(wXYb59Cp?FAmX_Jkoz5iO=v8I=pM2ZMt*+c3Jg{x+9@vx|36k#)Cqic?<>s z7VJT3-a(A*Fy%(i{BV+Q^==+ENovPOQ|ZCzOr%USDj`PGxrV2TtMktbO?ck zc&3h!-%KFy0?oH)Ahmt__NfS}gwB{xaFUacG*t1^=6#PNIB6qUZJx#l6r1VcId`Ys z&q%m@F4MA`>ZNC8wwx{sn?9Y(W`wuQ_;+9l%PP)m72*43>|$q!fD zym|AXQxcTNAZ%jV1R87yhhf)J52pAkc~V_|(CBwwd*e$xN&6S| zjtK|~5``nMWUCjCElENm7Lv2Yg1?iLzX*3S=vO7F(cxe_eMgL#)A6o((-jZ_RF!=x zmpJ)ZjQiR0Y`KpT^@k}qY$8IE5_=%U=msj~BTR%)@Ap1-BAxP}A5u})FLeDK_+u zX9Cg(LT3r|R(z;(!Di`p?INg!#AwO1uz6u7oOY&J{5V=QH8mQ{`H4bWjASxaG?KgS z?(W`)g_kpxwR77Dhp-a1WMi(kgfo0MJ6lv6TrOXTngyDP`~{_WOOq8ieBm+k% zdvBW%lkaG9ev#Hbg`gA)39%bnyiw?h+uf&;LI>_awc)*~-izIj(dMy=97FHa)Kt|! zSIaG-DHU%P^^QL>l?Wc?8_Oi?u9y3NEWU`(XHT&w5+n7K@EY7pu@={N&5)pU*`fNT z)3yXKj>KgYeb}j6NbTtva3<;?+5^tKXrBmnzQYzjxjBeLdEw&4%pGT*%|ZCwmzf?E zvVe}6oE|YCBnGc^r!+aj>muOt;lMeDfxq>3)+M zuio&>z)erDZ(NHfVXy!rNIFQ>ZVzIArhYq zjK575wg{KblprXwW4M-n^L|1?f~ue6tr;#RI>Q#Z4~p|tce1tZbL;2Fi3FDeWZ0U* z*u(j+TRb&d0A)&pUMg7qA01aJadzZH4;*SR*9-2%Scv$IOCZ%`YrGDDwU- zRI?}d@Bfp|YtYT`OSIAO{kz^~$}M~sTl9suhYTvzX7d-{{3ZfhqS@KG!liXi*n~{h zAMd79TEc>h_TD^qq0=>pJVlhN4|`wvc}a!k2`U)3N|@J{b^s$QWJ=Rbb|!XAd6CbbgnHWpEl4LoJp18$eI~ zlxFvXL!X3mDtgX8JJ(kT0tA8%)~EAD-ZRBI59!q8FWnM^5(*a#Rh!O37B$2#zJ7=2 z-edI&v&R)xRWs>H5&YZOU| zZI>`Yr22yT|7qO9@uZ6`5}>Xh0)t0N3)vzxok%Erf6WQkHlh|28U%wCvu4b&*VXmb z)O=;Du`AyFtj+UzrdKLodFlS(wjog6Q?;2g5um>EWv={FI#_)4HMEq#)=FTS9O9u?Y!`6hbsrU;GrNi=ulLb*xOf@m1QtN*=_fA zkbdxW#XKNC{Z*DO9B9H~4+RAwwL{>Tsy++gr-FMb2o29oo9Ymwc$}>9FJpOS*y8G=$Y=lw>HzH3A1M~Zhqmq`aT=q9GSmgbl3ysZ zZx=mSU?l5X9o*PVY#Oblbrd~?&=!ztp5Qj`Y_Qz!=-G9lL@cE!SiSzPhjX-t zsg77P&$_o?b3+$uI^-&&_>FY!j4&_<+0ky-f#zX9`2~;i^G%YKq%QRUJLBf$K%tDG>)>cRS|2G&@2de z7XjC*{eqovDx48IalXZL21P=Y0`C}(t17OMX&8i-U+B)cH>)o78Z&O(Azqm>;-iGL zf;w|bng;|84ZbSuA+Y>trVSjw=C@6%$w*I+E_4!%Xk@L2f&lG7M%4d2h#nN+DWJCR zr`4IUh`D&>R^MsD``-M%5fQN1DMjP`CU!pJ$_hek@8|=c4rfsAsQm0x+ijR1uq9_~=gytA6zxK_ zp4n$e|Ng$PCU&F`$7Rd(c{JZXy}tD%UWRE$AJ{KI@8F=j&9om0(YF_ zLvN+PzYGVyAOJ_kH=Sh+q$RQ8rJd>G>c*9M8XZ@wPhC5D{WSmf+f<{y)h$d-+KlzS zvu)Cbz+oGf1UL@O?%VzPoi#ye@{#R21W(g9>)f^TwBTJQ)jO_!^}4rf@x4{LnXVrv zHH6pIZ3@?}xLb2HrRd7DD>rLzPVCdUz57f(YzcOn4PJI+2?PSp8}&Yp- zimfYF3}Uxa$FpYs#5xi5x+95D?bpxF(Xl-u1u-tjUnMrgf`1@#{OC&1>a9R{vJR`2eY=b1<^|4Ap8>qs<0?d6(0ZvU+C^1q5gO z48O?8eoXf=i6(u@q&+a1${(pZgJ+zPr^({erE^$bz8Q@JNCw+wnDLgQF5HYWNKNe@ z(MQI?llGP0t%2-`3MdkAr|@tTqM0;g(smcnXtuv|=MLiqO7UKxX>?{t0yXY#1CQsEkk|o_z8uH51TDZHD$5bTx~A#sj3n{E+?9+ z+s;=nEu#n7Q30q$j!%u~4#2{m3P3yR3uRcEvoeNd>D9&8cT_b1HdA3cTQS~j(mqP{dVKB9YpyMlO|;kp@fmsP(k1ic zh%KV0DtFN$BueXc-Td(J<0aqwf4$MfVHQ*J5ZNQ&4dxWnP}RMA0((EDeHuiEXrH8u{g)0~^qj1d(hD~dN;nh{kpO&S^&MhUMZUI#Ke za74S@LAr0-pVZvqEh862+W+Ks1F=XdU`U>=S<()6NU`ZXO;rHtYhQyQ zc9)x;FjlYl9<`6m(V2Ii{o?EB&6%?|uGa(uH#ax&Ow{E62-oqF_0{u%6;5cFyVLyM z(%7JDQWDkR_9PC$z;Xiw+D*9bfc4*+FUmJI{}`nilz~>#)W&8nCEdn$@|91>+Z_n@ zeqb0ZTL=R5PWZ7E1x#gSrN%a23d+=H&yHzXR#jC!Sw>pwVV`&;thC?{3_wl9<3UWL ztFPY{5rY)(VVnw`yW{iA!?tbTezaLZrY(OhffYAwp6V**8d(q|>`^Q%ENmf*-0R+T znj?quPB_?zJfu7xyrrec^JMkO;m#P&inQT=BX%;ky~)EU3T*xIgka! zps7l}@v>zCJc6OgzEgoLc*#xwo{)se=eO0 zcBndPl)U%7Der4)_K+teF+Zj}7lIt?ljSsO4i=X6_4V#ejbkw)=zI8nDW%@T7D2Rt zMQ(1YF9yr-MS3hRFW+o;E@5v($X?lVduv}0_b+<#^B-COP6BGduA>WHEw8!dSucZ! zykA&YFK@Y9C5H|iI7xgUuy}LqU=r>mJDDtjps>{nCZQsJRg-2WN{T`HR z`^}q^r6hm#Jg0X`7u5;78cpWS+YbJff$0gsPM?vZ`R5nyrgy-tw$qNz;8O|XkZ>r_ zy*?}`*kPzfAYhA!?a>tg-TF+jTpa56SL5cdm0i#i)OpR9`#OnRa)%l()p=2XXXk*- zhsDKy7DJb}yV5v%OydH69VJ&-ug?6boiqxQ;gx4HWe)sNi6D+#4q>uGfT;K^fYY|a zA2Z{^B1bc&?;XB}wBG!vCY*yFK{HbM`j(EA!Z3Ap+nWADBFE{Wx7In*^noDDXKmBB z4IhsW&{@V;2y#o#0|EH)Qo(FI%EAvGY#VHNJ0bvB+=mc^*!HgELZNT-aV4iQ3u_h| zv}+m)OOczK%TExP=x?+J-~*i1KKC%6Aw4foPH-QyW_4mDW;=;>+~~{4F7KXjcA?a( zpCxHhcbAT0bXvfBpX=*0sd*&Ps#ocFxpJ9MIr-RfuT%B|=^HKfSx*#44jr`Xge|*J z@J;E{Swkvl!jj{yAB`U~Mt8t|2H6kP2P`)g-c5i;fP_A9k_617qq~?aPS#iLB0vlT zL7|hk9Bc3}E}P-@{Zx;0Up=6v*y0jxog zVq{;+V!^GikA`+XHnx89U;W)!KIu&iz*b34H)%fgJLmZLV)vc0y<~WPk^?q3+n>U1iRb>zw4Hb24Pv@udsR5WZQt5&bJT>cb_ zgzp~A*r4m@x8>!4(r0^2xeLDEM?vQ4(>Bq$V<|}9>25kc`+cUcph!qcTGl6TSX>I0 zHTKliOjFsmVgLK|N;v^lRZi`GiN2O;>a^5U3GMYNo2VskLFo4F+qe8^&a5*i z->G}PqhBIyb?nrMT8aOspS1f4vjqzxkqP5zR{Ft`mH_{OG~Pk0UvDe_nlh%|R(9D= zVAWv~TObljw;LxFPqseCF~K<_y?pr48(v8j!0T@aq0lto0kU_S9V7zW^O)zx;0y1FhW;Ayjdg`2r~R~F0u!Dzs@8tN9l<2sV= zUmbMY?#w+KTv$+Cyo6uQqc0ixtJUD?Azby?xmOXJL0bVmis}u`R0j0}$g{?nF}J(f zY|dX5cQzn6xC^xt<5W|Hu^heg)s3H22;DUNX?N`5&-lYjOG++%KpFEVXLPUaayocO zSi6dLy$(aglSM!83M9`!$4mHpcMfd)@i zMlo}!ZNud2AF=tL3UfrU)i>DCV%_%TNl7anw?p~~LZ8X8d8*Z;ckjHde#?sziY%O9}huI$q$^qa$1zJSpZ19i>m1CY8s<$wI3DN+4(e!iuT6 zxi7^*dVYRzmXcKTsGcugyy)DmTUI0R_v@+Z3Kwcr>NjLUnsWu+f7JFL-5jm*E;me2 z&IHPfTXj5Y+hE4Ya=@Vo5IQR<`SAd5)-uwS=L}ewZXo%91miD$% z870YRqov(RLnSjBR7kXq7HOb8MG-9|MW;zigS1op?$7hRe%Bw@?Yhp9KA-pdHJ;DM zdj8oKbrCu;=l20;lku*u4MBLINz>Gy@IJ-VG<#OMrlw}x2>;>qAn{2_$_b7e0s;bN z&&puOY`gU;jv*aKAAd8ld}HP3H|%jc`Y^cgyzqxB-&FvGOYQ{fDps-Zp7NYjx-rI2 z0W;{C{)#cd-azoMULJRM0`p0U`1s7nc9o;Jj5xe=i>iQl8}T>t);jQvxcz>jJ>?vu zQqEqsK(}Q}FEB86o-&qBam`G*;Iq+h>_cmo-2tbrLYZyaq(%`wgC9FqMlX6<4S6uf z3WgBw#YVuxD&3k?ay9TaM9Q--dt>=PqO144>yC;8G~-VCpQjyt{w#WSMH7K~P6>t1 z1TOZ>l9Cqa|15cxIE4ctn@{@w<=Pj~6L625_Sc&8E#+E-4!H)hV5Hqhu0s|=+^$_O z$yInYwdm>VZK8dp()2BDUfdr_!HSRGnt%CMm*uzc^(B0BEv?%(^;({inrcmf4YjmN z-+=X3U0n@>J3Yf`7ql8_yS<;>e>-?;2CdB{`{pLNoC2v6sdZ^l9{pZ8hREuZG*>=v z3ltH^#|>N4AHa}Fj-jX`uV258RA*<)cz($9;Eulcmr-MIW`F>dM=YLio$TBmB^oEl zEI-n71I-Q1QFz`;Y};qH#31Vcos?O9kumJ z^rnw+K}&m7P~a$4A49uVQ99CMB_t;|=HwI66o~SNqT1mJw6i{?-AQw6=vJ>v)8d%NdEa8xqX;>@v84#BcLO4@>pVbs%5_CzE@!e&Zw&f~~N0<~AOdmiD z3c%51pAzm7$`DgTGS8`1>2T>owM2ZOFmZ<)Kl0-J``T%p=T7kD=s;)aL6XRtIaXH6 z6gQf(>~m~wZR0Yw51%l7`n~U&41+t_Z=AaU7<(v#+1o>=O9_%O-@Cceuv_SwHK^c3 zhKkc8n>|vBBbd z^TvIn-g85PBl(ZG52{&QY3r0y!iNCd>`U5LR{YQTJt}T|Ds+;Y2zFXod4+zC0c5ba zgE@N*bv8bK{=A^_%RDY;Hf!LPEn2L?Z8*aB8~|EdZ*DlFK;601xP2P@#+;Xgl25A~Vk>Bmk2rLrR_PtkC&yY$`wlUM!4I@WOtlvJXjKoAGux<-LvI2zDYq5k5 z4Yj#2qKA8W1AsTvHAjyh{}lY;`PQQJwLUZaw%4!dYHAwdW|~9O`m|E>@NRoZn}J)r zLYu^wnJXzN$@gH1HE7Vl+)z87)D}e8!xdtZGPARjChC?{t*)n-YpSbzy_d<`P^+Y~ z#pAy)%SYA-+I7+2otWYu*+^BbHjOCjv@MaDt%rOUbtRYb%Y~DwiX^?OuESTp zMLdrSv=JNI!I8sgmrl8#xr<6J;qc+yME&BEQdYAGS7|A=I`48XRMrI$krKD?v=f(6mPhF*|oQW`%_I`3g|hCB~MlnpTj!(ADLqKXRBdu1*igVp*u-jGb-qsX?N* zrg@BOwvd`PwFx#*x~;`7J(kpdU#O?A??Gd733`1f(T@onZ?DrD5E{cK9F!j zATOayMMXjq5*Hy++q-8~B>xye%>bCQ=4e7a2P+Myp{c2c+WMErw$!i83tRUFcV&=u zdylbCf5a?!SW@zm%DUjegITk>2IOxnB?pNd9L1lv<}O;WV5VMYA3ttUOG9lr?c4Po zG54_~9Z`Hu8&rbKg=+(@{5eg*M(ZFZESODNwEXfZ)%lxWo+(JznHOKQ{AUmP9rH0` z8cPhNo}ONHco{F9|1pD8|I&}Y$Y*YQjLeurjD$ku=mz{|(4h2@d#;|1>DEnGjT>6} zRt4wUH?$%g_uQAk2*}#^@81GT--fMQ$qh6RDTt_ifQ$yhcawpFlWkfWTw$XIN-jk$ zV8p=^R(xI;yJ$avBiB{9Uhkkm74N>lo>R1YT+Kj0gGoO_Cjy4e6Z-@!L=+pd0Ot)^aQa z1}d^Tx!p7G9zJ^~`H&M<7zij4C>InKdbE7aJtYtpC^^MiL-s%r$L>kfNMzKqORGPB z_U(CSvRw_cnaxdGd{LSpFdgDEA0HouBVWg5Jlr+AgxfZ5){gZ^m5&^01Zf1AX@%4X zjz)#df&&K*n7g{RWIL4mU8Qf_neB3U`}S#$LWB8FYC_AXl)F^Q1rf?o;bi6HsA6@I zdJXddVu>(pzHi^Xd%?1M>38+gCA^FOW)iL8<|w;q!Sq9`Tu&WXLN3V7yLWStAfc^L z-tlf4NFeG0!qLKyoj$u)UH3{r*&skTQB^ijvgq^XA$J7JZ<&%}O1KvSBgyMxw@E@X z=q*(?cVOw$TI_oP+Cj*M*uBL2YM{QNGtPN=WApf_Q#IL`lIwxl+`Q|;vz7^&G;J@+ z%Y%`u4|v~f`3%VygUpr=7s2h2=~2fgsclq5ytyt16dbb|%f5L=R%W}UJqbcx2$a8+m-E{ZlPYid{ z1bJ4Nam|KL1|(8rdtQ+PcLv-+yO}=7&vU7g+!(CXmuY2~s^^+#jn!32#{RPMT zj&AXtKVwFw*`KQuA7H?1IO6TxDvwed5uhc7UY%y*(S8=YE|(fj6_k*<_*3!5(}fuGX!ML(MF9 z#>Ht{I)CWG;=GPEWT=1L9`<&|9CpM;#9Li^^yox)AEMoSbNIe}23~jW7Zw_|$!*GA z6%`q2!SDY?FO$bM+i2gZ1N55_IXK1uzVcuT|AoemKn!9*@M0eFfsOK=xpR_JQ;mUp4KZ2b@YqT`Uld!o*LOV=49y2l zp4`UVH=d>?wZmwVADD~L+Q|Awj?4J*7L-dP(KVVk8lSeTw5%*j%%TJ8oY|^3;R;8C zfwvxIVwtdwM!9K%<4wJ0FzRDicl4mf)Pr1#|8TkGw6c1}j&R^sxhaNSjuK0hrM@3V zRaSX>uWO~RAIbe+L~-Hd?mh-&SAXgdzpX$NRTnvjjRBAOgpn^_dbZcusJFTG-h1uZ zPntC8I?xyyVO!IBM{wYhx3K5b;%EC7JiD^D4bdIc$lFly_de9Ktf7MZD9}q&mUqdO z-+gFkWkCwGDTVkj*o&x3mxemIxO{i<>$>}7eR93SUq-Kd-^K=eiKm@p=i86c-wvKX zxO4GHLv3yRb2`{Szkd6chl=FU9Dbp*i;E6TN>M>U=6CHtb90*14ZLdK>gS5d$BuR6 zXb4}J@$S;PSo4UD)c^@IP2EC{xE06)rfReYtH?u2b@N%>_W?OM*Z;QM?Zh2W+ctkn z^4;{DrESJ{(XD{-JaFa8KH~YpAt9n^Zll@8X5TNIz2lxDLF+pD`eSIjZJI+=gK=~wOrAhJ8pH-Jrez*%E~5X zEo~$9+D=p!y?gaCM0O-|in(S&*wAJGC^EU}$MNQtjVRQNSVZ9|d$*jnOqj7I?$Du5 zttUfjCMG0UkZxz+s&(s)bYzA1?{^T0;w4iCGu9)eiIx)i`n79;fXq=)-M~!zyk=JullCwU6+|=` z@hCf>4KSuCoC)+_0W~QWH|<2v`g!CC^P`?0QXPJztd!#<`RLK|kLB$nH^?fcA9R{D z$reyc&Zx9AXF9PYJIU|z|MR(_39E7KGDFIVFJg?Ndog0Ez1$aG-^qkQOL?R&>1aVvcwS2=>q>28?EIl zVG0W_EqACj)@~&C3v-A%%TngNdMC@Xi>}&=oU+nVAVqDl`fmfp*~U3j!w|0s!p-+0 z7>=Y5-ubu3EdPTVr+j*w%Z;I zPl(mF1Z#jYTwJ)wZ$IlY(Xq>;OPxZt(JK6R%G0z)qiu`=DcQ!`isX_$Iq2}BXF5gc z-7WS5U>gC>w3j7TRn_j*{_XWkTb7RcRqw=8)`q0!4sUN_qQ+~BXbV`po z`qte?#wkwxHIB9({;%{Iw>dnU7R)@{;G@#gYd3DZ3cj_N!$)mPxt@7PKYySL4lUo( zR#0nFph4z`P=`uAey9DV%8!Rv4`gz^f4IS1zu$lnlaDq0U6qq#6I$Dxq+5 zks?$y60O&MC#cf;DLr!OOcei2EOB#k%1W$rp4;jhtd4ILa+(Hqey+J%2^tfTk#}3O z<7F{}LDks}qxj5Zx@QHPp^Ty&k#%}$B{W5OEI(md)0rxpFflt{eagi*HcX(>DG@n_SB!pqxIBp zh8|n^0FnCQ-^(x?Y~H-IHDhiw<{B!v2i?PhEd}?w3{q5y8nOCo7mko_i|YzL zoCKzP^!V|YbbW=1jTg>OnpbtJt`yTqpQu1u0<0tH8o4WD(wHRt0x{sFM*U)72(kd> zQ9BAvpO};c539)~N&k3g;>W{-zkK_){_52cJ(n30p$toBnz5~tvDvyzJ<&tQnr&7| zBn;AsB2S;+3lsM}C_?*{(`b~)IF0aPZH%$JbmHF=>FH5^u~9u0QfivAx#M>4?!faz zE-s8J3A){?7HSSxzoSL5-mx|nwp9Oa(-><0n%DDTZ}@V85taBxM@9xpEI)FV z+21N5=SRfQta77n-8OqvVP}XPun&Q!a(sUOKPW!{R>w*M96NOlMJr;ZlTk79)4hAA zmF}85rc1LFXyI;a5~~g${70~xajt?>Dw`kbsMmegwZdn=XhiX=+(;k!_Su7b&XnIk zNB{Xm(C>YQdiKI;agI2IZW&V{UVsk?PY}%8v$8l@n#JSCdtiRAd3q(qj`CAmM<>f` ztR}!0h@*RHhqf8?8K_TcUWfA-XnnKI?1#@hCjCF;uld-qT5IZ2tQbb;t!mKv>wu$2 zk1l2HFjP&EfBpR98~99_&cYuI=E@a+skqaiR46zBMgw4Clh`!U@6CU_-L@l8l~$m6 z<}HJH$Ed%WP@;+Dsb{lIpQ3`#&d1JV|n*#JhtWTRAdFD+2$+144p7B{J!-O6# z&EVmNA`yb}oPi;b7SF}RwogcmZAa>7MWh!7fq+wM*gb`0W2xS4hhK^1WA;;haF}3^ z;6p7Qc3aq_<1+7EdnZhq#KEn8n+Qlho1-nf{=XLB4G0Tlokw^wJhEV^ba(<|4XJv% zV=9K6tqA02yWaoecKNH0g4Y0Qr0&@rCX5J%UgKSfd>=JW2aF+3$+}#q$F8h7k{#do zMr2#^FsRJ7_KW?Vhqi{K6|XNRVU31{Czs6hOn!eA$|rTtxBba_s~%qD9j?+Z=Y)RV%VH!{3=gpf3ZWu~a zC31FNj!N!Q!M7A$TwGntxwoYyMw7Q0rU_D6)uygTLhI%?@)NW=&TAwtO27oK-7mu` zt&*MVM!of@smQDT{(W}KEv$x0%hDlm$C1&|*;-OJT0!UHicpFloJpceFN(FNRmBe; z7*QGG7)Y_Z=-A~t=Z$X|$VSOz{S@Sj!pg5GJRIx0(_WSP18y)_JBYjkv1@BLY9O() zqWXab#kd)hwrG6y%KRd0O^bPLbelK7_Uu_Z;vIz?qm#;0n7n_4{}!xWmtxM(0v8ra zV2g^PkZaToCzFk z6Z3mk3Q!9evEpZ?8HVZ392`m%4~^Da>a}j2O(H{X{-o*Cn}EI`gnP-Qx4^F_z^!G1 zHl*Kz<{3tNlepbs0nQOpQHxx9qI4M4__HYv`dTUA3sLWvwV4U6zfF7!Gr7RrjUh-M(ro3s^|!5$S&%hu{o0T zos-bCkxUwikB^@{%ZK`Z_PK5WDaA!VJ^<6tBma?Wn7>pkCY&FDYl_%{At7-deNhNa z_L}xL=uhQ?Zje2OojR$)EgU(1+=e@wt%BV}Kwqj1EH}vJydZTyc#hrJeXf2@*p}8R zJzZBiE1IK?6Q}5pw_u zLe|Zjjo5$XgH(~EG(rmnWN<3w*(nFzJ??((5FqyF-dUFAB+|d^If-WEataRD=jZ+# zW96SgdM#U3^fw)aH(v;hPaHmBVGX$pvtCa_AVvsDC;&y;ARf?sI`>5OdFnk<5atBj z=D%}^W?ssjv`@JTwQOK$s7*%vg!vUb;p&>2EU^kaZrJsr(emR(Y0QPc!P^%1s&tPL zk_TZFV_T|k`#Hg2=&ArdY~AB`fyXyfx&>+1j2(vbQx)Pqo98P`n_MvYQ@A|zZ65Nk zgt(X3U_r~(&Cd9go;Y@FB#3W|$kX@rqMvNIedGNhv@@?zf~@ zmu}tELBKX_+GNQki@t2nW^4IS&@L;)2Gz%-}T@b_E>65+9$6w0DS3#M03_>i)0OkTu*r z@_+X(tkM}Q;|l~&Z8GEwj%?1zJ8`eL5%{M0Ug=X&x6owmjQDf!(e%p1buH`mFInKX z-GA)x!6)lR#GIY=^OW&1#bXOibZ?#m0=qQ#9bOn{ieC6S6;iDH2@DbS!bc@%n;x@< z?V{Nf1*T1`?Xa4~&A6(B{XF~btg+985qNO%N{RdY`;S9^T})yw`QMND=okB-UUS$` zXmF7cLkG}YKC}Dsgn$}43|hh7NiBZ9Uy=}8Mp`F0#!K==^@gt7B1+G)>bdE_}dgWw?^ztA@P~tU`|IU zye<__7Rr|pZJE!f;QX@_3ecYW(2X>o1D3RT*xq5NLe2)8Zyj4~W_(2cSS zkCh6h%^n43^^A>8Ol&{p+>*ewS@iz0dHG9_iGcww>Jv7`%c}!mmjZMH#H9#7G|u5? z*m-9^9knG3lC%F()tuS0EnQvDP8{oELIuoJFe_I5y}%*s{;YbvDv35qX5`UO^&dx3 z0N$H@Q+2qmeVxA@pqUI`ky99maBAui3AGSB91{?ltPomJ2@pYQI%od(6v9cK^j+m|3LDN4&=T2q4o+3 z%1$+Illy{qUFFyL@04M7n?6le*snEp`t){)+|dCjQT(|1<4sK?5eVwhlW z7#@nMn+uH_N#A^ciu>W(^4gFycW~eGAHK3!ejK@2DZ1EF!D)f)4e-uvM0RZ24^FP` z?v1IbAV?4PS`ajF0P`O%PH-sjbuMh}M{w3XvP>cqXCqH(Hm^|S;!8WKD^ct<1f1sa5 zzj^l;{CiG{Cn5NYi)Sj_at6hK<`bdQ3&P2B@mh%>ox8EcrGzcoYKHc0mEi%n;6Zj5 zHJ{)4K`EnYaX;oSE1Ph+8MPNN##(RI4F!*R|( z6YIxKWn{7tw;o)druXelVwnDQWyU>W2&srf*vYjV1V|$xc=X2Wjy{#LoVf*1YMDR_ zgXT6@Q}KF5!5akdKuZq~mb+v)vlf)q)i=8gQQm#!EbSuKbeA4IX0H|+9p?S6*|%N! zT%Akk8|vMLIr{$j*_&qbhs!W=Y@#FJAhD)eE}(AOcfaM_yN*AP_XqE2L$ebMFFo2g z$gvBuQO|H+X9#9er@Y16EiSjaGt6VAR-lIf_ceQy`}k2UmpUUYrmdJpeG~qo-B_wU zBO@ajtchlmxRRV+J1H1C$mKn#Gf;vm>a87n9rBLwHgO)HmnlRQ&GS{Ir^({V(%<$Q zx0OPmd9}rwR@Je8rDQ-VsH#2oM+7sSC6M6BnkqAeNgrndAX-r?veXL+c&C{~fqC-Y zR{j!1ALMrHF{476xtdu@FR8@ljP1=KW?;~AYHO+cxnFN(Ez-1chKA-~_PuLTHWm(E zO2kzN5yNo%-1Ge*&M7+Lmnot!$l)Ha$TN7szar5SA0j(Rx-Co+J&+m7k z6JXsqc10Qk4K{Q~>I~^vJy;=$OFfKkhc_W(9v>%Rb1$h`geBa0rp@1MkSNuxc zV!C=mp+G)ltLgz)tZjL6^|yHdan!X)y2x>|faF6JiC=og0%!O{kqn|< z%FX{Py#sCDzoausloL{U^qKCP{sLhb>8eS!IeSa;%HH4kZ7a@?Z#RM3^4{=T4FvxZ zXa}J)a7!>MK{THhjb!`|z)`;K1Qf=;nYRM+Gr0$lv@iiK7xqwkS*Tie`)dW#2?EgX zDj#y)D#Bw=P|B(UJ6&SIkOiz2HNWy26=$sxAi^%T;-r-j1K=#zOmcP|9tBwFaGxMt*L0tDi5XN^^#rx>Jp_|K}kvIXk$zCCtOxx$QY~=9L*CPCC329 zYvJqE?_{?i-Vu$PSS^fodWR)kumYS=1OvR?^=YeZU#O~^vUTtD7}z)ZKGiUnkt8Y5 zU_a^@S@{hCA;#_3AKUueEqUo{p#=tA5 zPHq1dtg1iv^&57d@SKhXD+*Hgz)Ji%rsY}rHvX?d0M((W<2X8*L20Bg(Obf3DP~b( zN_Y%3g9Yn*PTa!>4MNYwvSsY%(jK(gQcEsh-VY+<_OjzCea?R;J z(-wWwBcL#hfUdxbyL9iq-YI#eyLDAGn5B#)BW}REg&UjP1PvCZmiis5=jH|4wf$ZB z-yzS%E4dzmmcaciI<%RMB8@Y5X%^0zO?cgBkbD43j527({MB3pfRis3)9?Rvn3_u` zu^t^d7k@88BW0$MT=<-UrPE5ju3e096j}l=eSW+l2ug2+!}M36{vDXCNXh)hVpYMg zm>uR5zCYsXGBh@Bz?-I7?9!!6fK##z$3)iGlvL$)!DZ<nXqxVd$u>Pb?j@4*^Z&=&yI3s&-fpixWB2(<$p7501As;n-W;u~^Yr>l)ic zfJza--G9JrrT7yk?kzZb;>vF|zRaw<=Qytu=nU>`nBC>86_eR$Wn?m(!8?_<<(z*^ zu8x{jbY-iqs$U6m6I4iY2Tb?MJq1f z+fn;WYwWu1{!^q-54QHRxN0}oTl+?hV{Cf5naGa-W&R6b!Scwl$2;%u)yp@Q5LOMA zvaH*!rK&$SD~3+nL45nI%{}&k$nkH6R(hJp%u3jo5Y6*opE0Aj5e^+u3rds&3w>Jm zZ;ub0In#peYTu;tLhZ_eY>H=_<9F%pwO-0epO@Z>p1KTb6T-j0~FobP`bz&3S+C_8cN?sbqzPOAnXL|Eesqsve zJ-FG1x->K4a=ElYT|wMx0NvzuUFS~=0@&QrfV5C(1&4Ts3#5edyW+CHKF2;jFWiWj~Y zAZA1Ks#0g8w0cgdBdGUQrO9oZr+m`T66grII-;Lw~<3u>~Hb!#K$mEboeLR0?j&YidXF zRPo*Z0Eao6#E6zpuosNZh~Kskny5Gf4uTc);ViJ~Qg}5wA7vUNlJFG*xJfKA0LDZe znNxv3SBv%VA?om!LeFMu$tD`999vg6x0`z|Z}%Sm#Me9{dDqJZXN~N4ohabp4yhUOH6ei(8ETWiv>xG(X%lashGOi`|rUMgCHT-)c!< zAu5EuB79J&%E&jx_%+2Ru+#H?X3M|NWP$zrZySh65#u8CJ;}iBX{sabw*02aNkUZf zmSLQ=kMUP?U9(k%dy>B2_3qJ60~bUXAR!2so>fS(@2w~0*PSSmT@H3z5UgZpf@e}v4P88Ypl7#F^BFj2=wGc6mK20Bgx&L4x%X%|L-&KHzWN! z<95Sw;=~(u)0~|f;2+{?*PktGR2jH!<*@r->lrGSiLJ3zhj=yFSfUpOZ{HnuaQ;wd5m8Y(VhU#Me0XwdZ{L8C9(^Zy*=@(K2k0%) zJPLJn*ft%cSK$>)v3-SM#!b}XCV0=YlNeI)t<+0@_IJNk*QI{-ueX`M2ekZF_WJA? zT-wCwZ@~?tiC7?r6ej9bx?oY=ty#g+G@VE`i4JE;m#$qUj}qBPTE&OX=U{{y)<3Bx83k@dYzy;ag7A@HNotO6C=j=J;dWSZ>HblZNv}>> zR{dnF7(y8XR--^@Co!sGp3DLaXF`*hH24T^L*yBf$M=Hv^v-KL z%6{I+3qteAVe-TSKwXUoF!fGAO5f=6bF;(3NEZ?v!2Of`w1Sz4fY_#Yc}V3gXK6X7^a!IQ?DkjD`PB|+L7CqoMLK>QaGmhqI}hdDSAPmJ zOe?^Iv5~l@f#}RZ90qI^$tQS!pCrJeCQ!rT(V?q^roOI~iR_J~1o7knp7@g(4eb^! zaXPDO!>(N$%VB_(2O%8%GlqFqVHmTA z2%TyYpmt(CUIW5_AMSu5MR?acw~&OhRbR7<-*!Ww5w|#C-lvf^HsW`@q|pOR1GT2O zVc(eg?RSiS4<*~LHZ>(hjXk}%#m4z24iT0Iom49KP){>%QA$DRi-_IO*rI$FX$T{c@UbxZx=RMlgsQtchwgpz&0CrvqPV7M`|!HVF2H z+cAk6jf;gAL^XG5YWQpxyn=JbP6*p@MX4yL7S~qfHS?(~Zj8<7Wz47}<(E0Y)cHgI zIi^%rvjYr6c#}wa4dKBMonNE9l3W7#o6CKa$0s|Bxoey4LDTnd=z1~nNqvhtlcroD z%}v9y5iF5Wi_K{?q;mD5BKn_C;_o6~-$97n)2KSn)H{WD1_+a?T7p2?RxH$B$SX!GUup6q_={f> zd-R`j7TWTIjsfO5ggl{-``};_n?c6egZ=!tQiW1L%X_=4;*mCLy1AXnU*@(MIcZWW zPM~cJyoK>+AO^0fRvJTFIjZ~=i8g@+oWfYwdrMERZ52Q36LBXW>Hk z?dSrMx8N$8PS5N8D<4JtUm6BKpctR8TFDU(_bB|~DT*4pTxv>lCUcB?h(c=Ur4cDB zzYRNZ?wnqm+};7-kXS+PHUo5khkg;E-~F%4%Gs^;^??93m3BC_7+e^yn&5s z;$U{cGRoPxLi#rOT1UYL4{QO?zI#@Weldsq5;itG)wjy;ALxtQdxx~-D1}_V2C}=V zK`Yd$fs}11q{YDiU)G)|YM#QZHFsGo@f5af0p*{!cKqZVgAH%YQMJ)J>#iwT&724# zcL5T#VRiEX8uAZY6vq!f++a-K>|>{Euf)c-Bwt|nEd4Xz2TW4iBrzf4Era^SkP_Ej z&@|+CGgx`;X0BPcy?$~{Vc@r(+82HTXg=~>{4sHnn)C1ezMo&J*fm_FX0{f+7A+!I zbQX{XHCz^i!T-F{w4x{1S0Ud=62Ia|;R@^_A+G5Uc711La8^mlj;Tw$+r7TGzX?cy zM7V-DqbZaQT4OYC?&srYb*gMJ@H~PHvdM);t~m^eWX{q1i!Z!5Ytw|{cs=V~JU5iG zIq6?d6e;`V5(kiwl$34jI_YQ_4T_Ygrt031L-tL+T8@lZU_Q~{z_DY*7AWv&L?VIG z_Bw=%L~H_-5q6<25{@A^k0>uj%=e+lKv$QVBd14q=K*A11!ZJ>X*kl1`~O-1>0jX%s!LXa#0Ds~zaM2>)*l@a zZDfFc2EYYv=qUVK*pF0b=k_%{4J847Zs4L?9UGYR^eN%SnU5anQGSEj1#)7O?12gQ z&xjqz?SE|K;CMm6+3k3jt*PVZNdLmNr%Tzuy^?VJxE6re0*xy_U#j;%5pXqU5InY1 z^7a>5sZ%euVC|c}9P@A`i3|vUr7N z8#cK0TH)+DGVS3b$M7d}B0MA7wzk#z<}tE?qFw5vkspp28nxHBeCPMyYeRC+Yuque zn--P(`^wreq2L8ie(YQJ{pp;Kr{~<08|UM|QN&=Y58prTmjA9GPBZZx_kB^Ky({W@ zL-W%?9HND|iv)I)2u5nYNR&J9dp3J-aXJrf_84466fho4Mqhm8mns&zgjt7-d(~q( z6oy1+_l~O#70&s*)8SFgJ?v!Wf@w=Na&!pAQ#myps96r6?B^HR4Y^GU-ykap1)X*A z)^%()l%zEgubGW)rJVMTim~;~dwH>A`+si(h1w8I5TlM2tquGj9z2TqhM?i&(Sfkm zeHb$w^QVJh)iXJ_4j&#>YEe-)=03EN((wITNiKO#FE3n;{1J*|%;6BS%@7ufLFoM- z2KI!4!s8Ihnj-VsNM}&x=;6|o%Nev5k7zI+P&t+%jZquSY5bt%%tSwpe9DrtX#t+GKA#% z9Np`o3P<*J=&Ib=>lLy}q!@aA=V~*LLRg-Y`9U|A!<`rTZkzj(xBR~_MGE|bW-2xJ zM%S(SXL?QJyT8%ERDXIhgr7*baG@1!l<3*eYm51i4KL(#YE-S5(6Kegq4<>;c8*Nb zsTXvSq|Y;BD%1Tr_DVxNH&cgUvfjKX{_p$g^-5cFlUgeu_;>Pf-=##_3G;<4XQtL{P(e5S5`!HVeXeVJiW z0Lx{CpRRg@fm{aPdy@_CP5)1w9t@Dq8r1#3R}#uvI947DXTAkn9t1%h_^5%Zst}|& zr87Zx-nIDxMxL?mYX5!1{nWVkQcjO))k{0Ux2A_;Cf|9k{=bNFyqzeXl1=NKB;fun z8oKa^2&q`9+&wtF=oLro*VjIK{&|(; z_jA+n%18UTWa)KyxGO3O^d{4!@j?=D=?dn)47(Hz7ZgH?)%|D>C?|^U%w8IRR$_B> zn>48?;wm@agw_mtJ9al@oz-w00wec+nMb?4_kAU-1Ufr)3N1l%t zd+lGEizIs~g(zzzjMe$(t`8-DAho6N;y!)rM`v74AtrGr_>m^O$ue9l5y|l=>D5+{ zn8ctu^#a6>)XEc#7J_=pW(VNUfv%`~_CcZ8w1q^TAcN+}dwYIkTgq8)!~5IXGPkV> zrwPw3n=uTW4bu3Ubd#}xiXd)a0SUCg#L-&Qv_q*}d-EkBHC00^%<9%LKw9@9qo7vh zyaAVbceeuG1;S{IUFVyL^(d7wWyKC&>yS2viU`bqd8@o2E1wv+np=bG=;_6OMR^#k z(eamY^QBo87ekv)UbA|2B7TeFK(a>FQ7}rr3GfR>_@7l6E?M-Hg(Q$1)wlOT>@M(b#i3O9=MzNBYY{c8K;stK1{35TH1UD)iyfgp|j zs5KD<%9X<&D^z&TR%MsP^#ziFr74i7c!4Q>x9!|HX74=Dt?kzRR3w#Z zyT!;oU#N-#JoL~}SRe(!Jec}rI6pae;|(qY0znLoeu}}gq~uUpU%JNij$N#&^aN)W@RiqZPDIk_S-=-O zee&Kl0*)>7A|i?v^3Zo2(xC0LcI@7*&ZUhMsRPhA%}4;UP%06tXPUn%Zqfab#3u>z zDtiroeTiPyZr~CH6a@n2AdqEKR)b;+jB2(}qL^@@2?D-$`2J3ZDzniED8WTc(yGP8 z3vy9V)TZWNh3Aw79JkUN1hjgw8n4jR$t_t|beYO*N&z{A3PrdfGe6kjkVX@R$iM~K zXR+jp9GTY0@r7UH*=#6Bw-sW`M|d@3=FAXoqa-GQNm2lB@2Jna6Z68*D!`Z};QbbP z_Gv2y3t0XbUo@~i-d$K_D`Ylelwc-Kp_!cws9fW8%$8%?rCgvf+;!3c3nhxPlk?v1 z8KrL_ZmmaUWrDCnnXRh(Gl=L0m2Hl|6+w*(=0iUX6v%0W9gN46gcniI!qmxq*$q+x+4(At22%cb5 z!qI#5=7pug;d0a2=#0~FPFx~$+wx=*)UWYT+Z~6K6e>AbKqdA zd4yIXRV*U1P>eKtn3sU{bjF>D?S`)npa)*q!0K+#7~8_+37so1K2S01iG1`L!Pe|F zk={uBf{|5dCa4={clFn=3mlUs8cd((<+|@(S-8K!u4Zo28(kl7to#M`&Gc_4%a#l0 zKDRySgg>PfoVW#U9@&`2)>jDl-NeoinFeLYDBKcgW(!e9xqS44Y>DRytkl>rp&f~G zs6cn=HAXhh>g{qY%6@^oBUbS-*TrfN`hgE4`QWMz#$kl)P?aB-cS({}nOq$rvSu;v zo*9M!-sa;;CN7CvouLls1q39OoDlxZkt0W>z=hd7xVa$qjB;rt42I0yIASvrVBD_> z1@jW5Myo$6D4=+-qM&`yynV-BGh6QS8B}(~ZwObMOl1OGmfjc|oX68(|GiwiJK~gY zGjx?U)~8Mt6*rhFZ`VI@h25qnd)#LJCXi@etwKACb{+N$H%eXcJosbUB;vi_4u4X zeKM&~>%OfWwZ)HZq8FM_6>@1s7!RJ&8+KK$(9i(aslFd*GuXB{lxNA8agto?rLlqu z-4|l1V&rP=o95E`+r}mNBP7qPf86uqn!om5diKShw>CF`DE1jBU&T@-<;uV|THVgs zvQQUH@Wpeb!2Ll&r; zmpO04K&(sTg^+19LJhezQoc1T?q$X_N8S9ZjKbq=n7if&SHG+yjqHMzCy;g2PZGWJ#ipTi7`Vch3qhgNfDHVas5(6VJi zgb9;2O>=ZqAYF`myzBNkuU@|{>DItLfBUWce78F-TV=61nRR9JZ4aAK5Jw0sfs;68 z7|x=^UB$z+EX^@@&_02yaPs}wn3xxEJ&#!B&d$yfks3d{4pv896jM~^Xh!*be3(L= zg}^$5RJa^nrIempFv*`Pw z;tE%OV%Y<<9&GI~QzOcz8@#Sme22#F-9!zY#PgGsF3!}W)`QV_9)A{cx@&aaHYgJC zkgSIfTf)(Bz|PPM?KD<~JyT>i;4R+G6}>THezNNAM1Xl0@p@LlZWKji-`&uFcehXt;cfI zAd$1855rH`i$Rp!5Wk<^TG>kS=9!TodFoC#e_Oe|@6AY`;Cosp;u4MFabjB%i9f$tG@>m|S17J%a%gh?M(^6H5t z$-Hw%lTOaGd7k6VKFdU_jlB9Lqrc42bWXdvE`nk? z8{cP6Um$-e+B!MxYVbUI@xJJ2WrDxy#Db?aEF5OM(Zp;eiW<=uI(!PZdpgUhPfBsM|Bpf&(8CgOl@Nx=yDbmmMU9=ke zGO<{y*mzi&1BVPLryk!B5iydvPC+h{{pzMnSokD-_RXY0f!{h?(NO^se`=WeFop!kuXRZJWD21lHIk1;`W-^s>h4#C_ zPPBvQafSO6n?g11x$tE~6vyAyK7SX;2wl5~U(6kT%|me_tr%^!N!{*UyF~kA`y*yt zN>s@y>mjdr{WJ7bfki!^)Kb%t&3rTQ{(w*tj=0)fEjC8s_)g*&@lJ?i{sTFO6VfKzsCe^fFY+7q}kf&F0=f zBkS3FLAm9HH6l+HhiNCfo5Pyzm^M|j$;~Mvb2QJ7Kn4I`8Bz36P4 z%qRpVxZFlRW^XrcR75KkIJuM&ogzm+FE6*c2AVu=iw5yBgRt2u=X zS6MtBTaFdP-;BSA9A1u`rJR;fda;FS<1zDKQv!9Cj4|<+UasTQWfN=H$(GKY2*rln zh*TOARBa|aJI{^f^XcE6E4DY77Z=6pb?QTO1DOIAbo6L9{P_*yXMc#&n&jWWy7+RM z*J%AVj$ba3dZ!-h;nw|OV5{+dTwlA^KE*#lEg)n9e}9;-2tnr}oSN#CZPCd1<`i{3&2C%8j*C&%3N}erq9A@UqALuBf@I2QE-G&+ zX$8ha_v36b5*3R`@O#AC1-k|@(>>tUD^KopAA>w*zCm8-g$6=VV-26-;i1T4o|M(N z_@t+VckDh^JSz;u!AY}K)`j`ZrE@SVIiuV)Z!LMt-~%f38mHzKDj`BT^rMEOfa6Za zk0Ic`dP@rfNgxe`v|z}R1QwStER>r-JYAK6h{Hr6!B2dvmBvKcJcK)C(862GUO+r@ zN17#4`j6fjNF~J4WC2zXbJ_6W-}WbOF18xcQa>UBk375vdIo= zwzb`eLvNmD%xOX~@Z?YX1>g9Y4$K06Wp{+cw%pvX=6$#wpMzvE{dWW=HW}l{)ik(W z)bTeJm$&`+3(cMRVu>WIQF#dT1mPvH)stRE54*Rs*n{TchW5@h~3uJ&(cAKgzrF)Hcox0r5uw&~3 z+Y@>Z0Ya~C=Pj%xy07&7B}`6}S$;hAL>f#HpRuw?BM;?u1bXP*-algh@_ho|kc9c5 z1{UmwoSF-F=lzvKgBTI#kR7J~T01^QrfVJ%UBMt*gykhmGY|iW8`zxY{`r!DaRZko z2Ayl~d&r@w;bM*byN{$aq1^UqnBiYvH<0=5KwO15Na#C$r@mS~4*7n=S+icPo}4$} zdIP25-7~oY*?WJhDle624`2IJXsmM=FLwJA@n;1|SZLq4+{e_v{`gUo3Zvv(6?$Ba z?315j2J&3`zb#H~_GDPcsvA_~g((xe?TS~N7v%;#yS?x}?Mr2ac3<5i&2k+LP#&V< zxlR=?S>zBNy)={?Hf-3U`4!4WN_ulp0`I89XU=R8)Nv_HvZz$h|HDpMfEu2jI-!{w z((4&|H^$n8_>Iz=HKP7cA3^)6_&tfUP$Ph271f2^+DkozT%`>@^;Kpj_YG{vbX4XA zP6%}YyQPblC{c+KL>nNv=Sxrp3|>Dz&;M4v)s~}2j${gZH{+TT+l;b^nsZXnLNBig zRc%J!%e@{GcVAeCdyn?xdnSw9_-8WYbUAY8bbIu`R(I)v4v@lI? z#mw7z8LAXe_++j9cfVcohaufkEYcS}$$N^@0>KGTC;tuj@^+HZiLUoS=my)}k@F_h zfqG7Jh2Bwh7KK#sLQ&QH;bl_`WuY@tSlg<8 z`Npvihci{p_DfBT3|wX9i$WNp$dM!n@WQui3%4KGV&5s7heV;k-paXfg?b>()@0)$ zTU-?~w!o8c&U0)4!AZfZY##1NunOaA1}$Of?gyWr{x~YG#cB5j?(Xgq)l5NXV|RuFf!zjbufT~Z0a!P0ZkRVmCL%CJ7N2!$ z(OlyK^l zE)8-HXy&@JZEp_wh&==ISy3%hK$Td4-cAE(9iZH~gH)=$HM{lfDai7ycKITUfoOw3 zPcmzzk^P)CnEENgdRgRld*w_%0FEpb3So8vatrENFhf`+bpZA(bS3U)x*}WwkDKA? zDLbZ8`Cnvb=zRt6nm_HAlbLSKmxf{43G){ssZrI?Q(#q;eDSUQ-W?N_kmkFJ=Qo;} zeQrf!%9(q+shEO-l;m6yRR{}-A8LNRzV(-`>wdjrI|idXPaj@i{X+TZyv`uNYlpYv zXb^YxFCA(nYe3-OWoCtqI(*hEtVB-r)G5IY+jx@lR`<8hy5RG%aC(CWW_^AfC06SM`ewt2^ zhxar7Iqm+O4{fzxHJ%4>btA(1O9%9%M3`it5@SFe?yZ`-kW%v-$5U`B@ z>`xDtQElMHA>stbiqUsf5vc+IGRL0nC!UV2<`yI#`SoZ~k9xgCEaGn3)z@g@uU0F4 zjY^3?C>m*?(A=Qom|>nRAsUg2pA72GXC#E<{>(OG7Eq#5FX%g4*&8@?Rj$>+F1EeX zFh*?9?DCS7L8r`YE4Hf4)7hgG7=Nw*Wz9jxJNG^r|NpfB6;HsqP4P6;^?IMsA2=*N zF)?f2u&EDEx5ePbS>(Lo31A~sj_I1*++0E$)AE0Buo^TYQ-Q7FxK};>=wP%-)vJb1 znr*eN3Ir1>d(o-d=~h}U@CV?~jiD+y2zjVr3F32yZ<3YC1gcp({-RauMJon+n?Crn zcK>G8@1C6C7^Szx1Yx~Ao7Bb3^3QGy;t$ERX%>KluD{<0zKe-E5HSmlo(Rt<*{q1+ z;}Qzs->tSgvq2NfqgPzyQbjT2UkQ5@vzm3X*jYC*-t zH^6TK5eURfg9_lxCVlaLGknX5%v*&BILYfQ1&%mKcx4=9cQ1s3R0ZDq4^F1Ozb=wJ zgRNm8u`_4SZjb0_%OpQ=ImgDv z4)E5J!J=p`MI={IQQ>&(>hCLd`~0kO75cpo8M=G>&?N4NqHm9QIOtyGtfy_z8ZzYK zy|N=D*$kZ@(H^ldA+7NTw}=Jv%P%Hu`z1|Xmyw<>BiO`V!2Z5Y8`HHsF4cnK!R_+u ze(=>Eo}NKsjKCl5U{HSg#*Oz9PK*p6H@W3swBxOZuKv2A({*qaVBt{gBCX6d=bxw2 z5rJN{w<)J~A}a;x!|QLTeW#=aqoew6-LgeByO-M3Q;ojZO`HD_zU!1v30h?k7Ky_| z8Tel+lMP^k z4EIYJF=@Y{pWn^=d?iq6_!u{bRspT9b_eSe2qiy12ntK?$RTR|jT6RCnIc1)xVuHo z2HOm;meBqON55OfY)wpD@JnuaW>Aj??&T@F zK3^=@llePZ^pB`d`9Yp1w33X%1z$Qm7U5F|P)ue1KDH5={|(^$e4;vcA4@?VA-5!p zTKrD*!qf{0!QKV^gU*i12??-d8B0jG?Lkz-Nv5s;nM&D&Jk;e;azAXN;H=$eVM0(A zV4UU7;Ue}8=Axu3j5k=`vCFQHnW{_wp)-e>^!Co@Sdys#tS;d_@Q$#NhY@Xpn|2cg zUE#7RL<_gk3OiV6aq2;3Q4~i9^kMuph4aU|Pd)=fS$S$WqfD@Spstb&RwfPeF`XXY znm=lNNXQKOQ_W3%`a7!zcjP6ECsX zF52$?eND4y0SDlH=KdIAdG^H7OL2eJP<$Z6$)(>po`d25c(m7Awa9uBLbOTx|GLo`C@mis*# zc49bq1Rl)5Td$mYPYR;n45kr(^96TuVD<|cUcLNNC1qO@CoIJlUKugzoP-ZdNgiGH zljM{(GyW*7SmKb@X#30xs1 z=u4z&*zdC_!EoMapd(~PG^S>`B6bCHIGz%KGNcZIj#`1#OtZgeyqDF3>- zJ?tKxCv$-rk(j_2q}ql}5&_GDYbnHoFj_>$dI0?uJYS9V0N=3%eq4hYW{6K;>*1pH}pp4w|-DiEY?0yVt3qQ|n4)XYeTw zt}vjyAJ}G#W$WJ*u-wY?lxrSa4~XhJ@H|yH?wkS=hQv>baDa7`)G@$XeZ$G6sI<}+ zl$rr-zvP@$``xzzLdBV-g3%ypb4psVt)a(Azpg_B1_d(knLtqzILOq;PlOcT`h z<`1zi0_b*N?h>zHw4$R5R<7e}5QvrfEUC)qHS3)bg-iJ2&)iJ*L;T@+NHuH|P<2 z^yE96EuA$EK)BAcqwWEfxCR1_6yZ8A()(pbS2Nw2skd%9ZhP+wgzY~yG-%HVC||+2 z?Oi%ttbr2$Jv6U&IZ`KiNVv`@k<=QOUU+?v)gpFcdKmF9ketwM{1it=^JWkBcNjgr zCAE+YRVS0^f@c>#mLAaQ;L3?IF$0Qa1v&l8qzd*Fre?p!iSv z*RNAp5Zdl@MrB5By9XL7^ZGyAeX+h@`8^x3hH)Z_1=+P$&ZdW-a7HcRcJ$qW4LD#y z#t)qSaNyOj*jwwZ+Xqr?lPVCxgDZ!HmmC}iTahiphp2@ca*t6|h+f3p;mls2vJSaX zV~W_8oLUDkx~N}=&I0e4*7M+%E4BBSf{s4^B!ZlJ-yuXF-mht?GgpiDN+YRD4MTcw zm#MgeU7VZJW4Qr*Y-5A1qx8q)$$?vuBZULX`(=cw_VsHs*Nmfx1&ABxl zAa2MeJz~{)5GF4lZLjV4CU(RpXv9>rUci=oN?u*RGKY8fvZ!h^dxcw$nY@q!$&+T7 zUw-)5!}=5%v%``1Zp}p3qu%j0w@ZOsIjjW)UhebiS-H4`GBX3xZ5bb~P#k`lTIrr` zMZZ(co;>*;)cBP=QRjvQ{5~GuP|#P7@e( z#(k$Q)g;%BIc`a+?=Uz_xUj$*?TIyypWl3It^`HcH5)y=QHQ+dJMF)_Tet!7h~Erh zlGLff)?=KKTLm$!=!4k{*C~%qdSt62C=Bw@n`fo4>c^+HsJP%5-_5BQ^zJ`>@}==R zbg#*%J;cUhD%pO1}hZxotl%}fy9EM?`1P>ZzcMp$k0I0wC z3?cq(Y;D#2UVmF?7_)tQ!GQ%+A3lOU0#E;+n?mgQz>1gvclqo$chEmUj2Ac8+dl1o zTwsK|%b3T&ic}*BF z!91f(q^(EVR@}N$m$HI$QTahu`_xK4>HVcIK;BqqELL+=x)7hTU#zV|g4$Nvjny8q zc4NhLhTt4?d}+|UxeB7V0UKdL6zCx6%uasb+Wm~7g&Kr<<0am}#GoIItTiVZrm)}V5%j6zx{h`O?*zHz*c71l0Q%*e|7(?W|h<)cL+`4l| zCA*i10~J<8oMP@Ax3-8ViD0>qv>iBAE-vzM$39VesnM+WP52a^lMDkuTz7ET%h#_} z!Dc7rj_Z^Guw>M|`?10cU&{RbSyChc%ngD#XbkMYwuiwb3(7I0t-Zb51rzg#BOTm} z=g&XSLXhah!N+MXWIz~bp-iKs*`J`=G%Xpim6VG?+f3JyD(tcRcKiL&ZEe!~j2Ye& zwsz8_U6w)dXHZ4&^CcUFlCyf%rPa4G>oks~9x~)X@F5?}N;^J(Yj}7AijFd)S<9yH zYWsbS#q|LL7Cg%QeF;y}!R8bZHX}>$86+<=-pX2%t;jw3%}o9M@4M~N9K71z5#*O~ z#bv(jP?j}c{)toZsNE|LKa3}uJz_UQd*06+%p6ic)YP{2K*Bt@ml##8QSVVmCt&LW zn?Qx(VpkLDNJWZ?5aHD=j4R$D17i~U*{&jKKYtEq(5JF@lE9W ztHehlId#kH5Z_7h?TZ)Jbe@f~wGEO=N82-Q*C&78&m)q(9V+g`^;VwJqb2ZK-$uvP z5wnR-jy_%pwNf3&W{qeE__+7A9E~%LzkG&V&V2LbGv#8}Jr{}KT=60*ZzigO^?)y& zDsVsr%tsXPhNS=~Go$nvWHR;#wQG{Z0G#dZ+UxoKfA_@vzp~CeEa$ZC<98~NqD>Pf zOCn2B$ubn}WXU=dg{V|^(t?yqq9{p7ixzt$ZA4O}NJxmXWpA>jgrw#DT+j3V^B(W~ z@flpa1K=Dh=>aXwroyP4UA`yItYo!L02tP4Dj?{uYh_cw}m? z9T+Mpa`th{4(o9L$(c-gvenZt0t}+no%~eG+;&29qF4F zIr%ft>p=+4cG7)(p5X^gHTS#Yk6yQKohdQB6oC4GZKnrLEh&a~5ZXRmJQRb+D&Ahl zU3ib8d1OKyy=)*>Nyi?cn#gdwF=L4>E_JeD67aMEfe@QJoa2ONp4vkw;W%)4M52}& zI`_DdeF!qW#(p{$X5&*kC62lLt~$wCPbaWRqR*j169=^~ZXzL%%eX#DQ_MW?d7|^7Nl~{SbRh#g?c22PfaH# zzRQzGew5;%ODUV`O!uf;fk_8xZEbWrsTLlZpgKY->Zs5iv9LrV%&Ikd`f3v8a8kbN zrIBCVAD8jNvBD;m2E&Fkv{$IS@d{b3TX(M0J3o~Cp6h2!nNo=U_-n(P$+0JUv*QD1 z?wyNNlyR&zCut;I9&T;^Dh1J2MBQZPvb1B*4nsg=_Wrz}^-{#kw_hwZ=h{Vo!SLR@jJPE~59tuj;wtu*?Xc z5e?$4K5v*}w*you$+m&h;3ae*_+4z1)^aB8semT#E<$$mnlY)O9uSEid4Wa$93tKdz9_@_yb16H(U*9E6WHKUrSF zJnCrZn|zgy*_}x6_Z`Ucpd3GMJ7z+Lh-0<=-x_mN=6wF@ryd+}6H*y9dOdYi@23 zd3C1y%W0>GdpWtFbrP$TMI}bpz%hi)XjqUDWIW0N-v52)@6}1D{UE6Ym*IAb%$)8y z7IULixe0YUJ{IhY>whe;@%9%gfac%7i=emf`U~SJUKrsD()4)4(JexX3E;L=jU$>y z-cSv0sR;c@yE5EHV3TQ^p&Ff)Tw?iT_72&1($rwF3at)iEh0AIZ0)qJ_f;9pz_6nG zQ>8W(K$WLuI(5pdZYUdBU{uvM^NQuAi=OGdI*g2T&RtOo-9Mu#?yagCN}cF;=7aOe zZi2xNbbaal`H3w35ka0J9aqE#Qi2NDn~QZ}k0n5Zw3!Ip#Y`43nH#X#BwaRO+UUH0 zWMlKQ(tn7SG*$i(vnq4E``*MR(! zH5WI^p_ZH%S^)rx78pU-Mk@N zv6|?v$R7Gr1=C%K)5(;n!rjYlI8-}yrFZ$6@-L!~^Y6IQsZSaV8ZDsE^tP=6{N}bx z+wijGQmyiszSaBSn+3#Cbd&}G^??DohcrVKzHfedmJfUk1TI7vfo1Q|K`0(~}R$5x{e?~v!A;;U-QVm!nydRK6lBMOCEL<#8zw zyPjnI$j2H}qheZ0IToSlo)$lDePGN)1BIex=F+37xT6rd%5h0Wdo8(Kcn46MZ60qY!Q;Z2e7Zlx!+3w%yOLOuF76kEYJ9j zqW}cio;GyUG)6Z#qulLnmz&X5JpFftP#+;K9kDUGU@vb?gsYJ!QivY*tH{gK(GdYR zfT~U7l1nXAik+vUXjDU(Vz*w#azWJPtl;Mc-d`MUMS18}j{x;1c@q3yj^ZD+>9OUB zTgxjed!p3^TNp`|7J)z%(P0W0a@vMhusLQkX6%XCuiPO_JXDs^PRxS~rGu(a9G&^& z1?M)ja`wlSbB&hKgB_(o0mXx&T*|c`ZD#pt5$agbW)8B-r{+jp0-iW=Q)AGZz0|s` z@-wEFoFd*Lg>Gj~vq#2D`18onhgNOZ))9Q zr{Q&H)eD=pH?QuPW~c`A4J{+^E1|^ZeiD{3#Pl;%QsurLR8N)j7;~D-scf_V$IL~a z3r1%_{1k+Xg4&!T5DCY>!8Qm{CLxWxAK%SzAA@}|RMebb-y&j&ecX`l-_{MhT=7eQ z>X_?GP7QL;(p1BmJhkpO??rI+U=X{ZR+#-YYx_pu_r)BA9KzGRW%@|}TH_e&c&B;A zQN7v_fYk*O1K1oG33PrPA4{iN<8UBAM zITRFXA(Sm)X7+ho63}*>S#LG>QtiH%F4%sA!vX=!hs)`c?wic)t2p{BXN5TZt1%2M z64V3|5Mu2Rb7dd-=kkjKAQU9LGfMD7z%&LIS>+0!9x)0l-8)PVvsCTomG@CbUn9)t0 zA0o~at^`9s1fcuoz2aH;7;pVvxu8j?Gf<7CUDuE*(ihgDukUF&bbThaj(cYR$l38!Ooerh~dn8QNT96?tWV(t9s17KJhYxmjqR zgf?%)ri+52&m1)rGST*X7*Q{VD?08R1Hr-%rsFg_99GX3K z@Xrfam%7LVc3w2DW;uOvJbvZhtX`gT_`Un!pf6 zF-ZOO+%XYB4|C;)Jl!=eC^aoqI~_lOsPkx8B#D7LD99LPVr6D|o?BLgGVRlM<6Q09^|I)HtWvHnfTc<^%q)hdjiuIFE&murm5ro_G2F$&P_}h(=~CQy@fG%$`QUCF~;PiHXo9 zy8K%q5|66ofFs$Kdu4`ER0x$OS1C=|&Yr{Pi|a^;jpz(!Z0s3E_{Pa4%FD<|hzt&lEggq+$q>iW~CNB)koCn}A?Kp-KM zK55>&oHS56gxu}-)-i!g5)8XczQiWLn`SO%&lLTi>^+JVxqlYs1Tr{K%pcqT^le`_ zD-o(sM=E@uXcFxR#G^ao^WGRA;{d=V&xt38(2++g=5Mt7p(sbg99?XEWm@*|U4BTM zr*C@mR^g8V2(fwvFwTeh| ziG61Obt3?@a1QdNaG$(no+JsIg%raunTnW#B!!${fO13oSYJs|Dbg2(LO|~mYY`Uz z(n9mW5g~EJux#L32wA)mYe9^zeIO+gmAKguHIefINZ~5`7q?xC&H0i`wNx-pVDkP) zzW9Ex-ff&7q9M)THNm6u^cAR_VyX;gr3Bs7R~TU-7r@tm@Lpinq<+$VEtMsL43WSn zraQ18X)s;m@0fZ7o$KGe#!Mrz{6wt}8GC5h`2@$60{j`R41Oq@cpjj^>L*5`E&-ZG zf&G1(Q2MYZTx5TLm$e7Z3cwJIZUMEsH24I!dlCQ#GC`4ZCn5_(tScMa=&!*e$E<-R zMsb{RcM<&~PA2;A?J(s{e%1at$xUw15!&_FPdU~y~US9VH%;a&Q>hV9FX+5U;@I6 zlK=2~3W|jvEU+$m!6Sko?I=9k>rV4pri9CjYZR0UoT9wtDR>CM+4vD`^OjWpom^7; zjs8pFLli&&xEV2z+r?_oK!!ETlc54NKCH{pM>{Xw z8vBCJidw>nA+_Q-0bi$cnM~(#KI8K@U%)#4;8&hnBgR00bQ2_Df63CX}hNxpzM@XwFT= z;&sHi{$1LqnrT!VV8q1^a(ID0sOKe!Ze_;qd9AsAz@OgMwU8O9$253nAg@Jmh;Fk?jf_C0@Xb%pbJQdy-a+r6 zeE5Ff0Yop*vhKba)j0TmOWe48f!zaWiTo7^`W=t%f8X@^RKy)$ig>QK-jUO^Rp1n` znV2JsVNX=$t{)iS@AdO?NdFp>a@gg;dbe-i7DXk}N01?PAZp3)D?>wDP}7~G z17UY)VYsCW5ae~ea6N%?SXiC<7<74J^+6AZh6VD3QQU@QO=2fUI}KTK-rm6>9AEU< z*fhpmgSwZ{tcdcTY&asIh@rqrxRm^I#L(((B|paSqo`s-oDeyqSr;?P zMU}#&YT;#s&bN}DGUx8XBg!1>a(MX5%rS+!oiN#;dpHO_s3Oy4+76ZbAPtPKia(&X z`cpn3r6gZTY(%ecGN3J99Jh$m7S1Myz(qd6?q_ZDYWOpCc~3`!%TTUa9_sE$`zF|Ft6VTU^RK=C6VblDlJ#T0krC#Hmy6mC+U? z@ow_+(mUeyYE6*pm*|jXqX(rfNQ@xy^aQnjyhvFbkHguo^gwZy$D6L_U&h($XxpfC zINOKlmQC|p7`C^}DSUA{<<$_h3I7?JLR43j_KYX#7&*}Cq#?yVu0A-C(zB3g!lph22+8-_qYlP}V@78?F z*=j>}Yu#OaeoNMay6gAuDW%OHzS!rLEHaX!Wf`XFkA+?uan|c*_Jo)YPKDj@Xwh1c z-7JznF`{-ka!1$=C50#p6>+mN8n??NW+RATCp=kN;GJH1nh6PK7sT*<1v^*rZEiu$ z^vA!piDZ8SI+B-s&Yr8cheiVJp%@o!heq$-=0F1wzc>-Lx3p{qnpS5dNAi{7yF1bN z@h%0qw&sHPfGH^{yv}oWx@gm_SFRk62Jrg#`*oheP>KvaVe^NflERhg`62jYfpo(% zXQc~Lg_cT^`=qz>u8n;QYF2$Wjd2k=1n8q{K|Lmh64VX%^ooB~dbh^#u*CG?5|&h% zA$6Rxx_ZdnyS77icVdbBGe3;4FAxo|hkG75e3D2P-&?hdXU^=wI5rAxMFHmU41j&z z)~=mQ2zU0v5hzR09mw$TP_eI%Lt!QixcV9juYIDluX^O{?uc01<22$2#zS|bJF?ig zaTMwx(INP^|B|y#QAX!3+_W@WM<3K#{>3XxKfM7bLt&=JADpp#d7n=iHzLt0VvJE8 zA8*T$%;fen){`fn*gAG@y#+tCXkdh~*4blMmzp{_{K>x93B0MrJ%+w_|JlbK)1tKP zbk&uVndfLCf;nET6G1Q_Ci{QL1^~P&Y$i61c}RnRYQ$W{!m0^^zYvy!h8z6`>gdQ($ccj+nVY_`vF?jO z^X8xFNl;(1pNCOz$ysj^y_J!;(Er4lZVz_t-CKfEkin;ttZL(T-}V{&=%;%px7YGB zM~Yq@1!&n!>i5Bxc^XG9pbok3k)suHpylHVZ|||iB_+GvH;}=IIY;~W4I%A$;rG+A z5k)F;-;AjX#hSX=$lx?R{k)` z*%eJckL0B$tveXp6rNFBENvHVQ1bp*dU^!U`+DYA54n_rf<#1bx+)ht&|*60EF7w> z9Zd3pEw^tIN&a)Ktcrt!FQXw#Vqn3(1s;0p%P$oZ^Gp@OIKSiANF z%J2#yI@i{=RPfpx9zKh^qo}`{x~y2CT4ATX{rQ>`tn#RWf&z`LZfn*cJ{YsF)H#`f zJ+t`*$`xt9!sc~5Z0R-T%jL~4mK|Any>ROFc>RN%tP8VT_niFp;k7i<>eR;{PhGrt zIJBhm8W!*nW8*lFl`D%4CjS03O1^8?B$B=}?R2wU@ANi2JUtsnA`uXAUwuEUcg?B_ zySDDH+;w?&qpRMH_I+3A@qWR~EXWM4TD14spaCY!SFK;)UAIJI`M2as52rCl zM4<5Qtvx^dK)+@8&-`c1GU;LbRRZ}VmO;PYf|(LXA{z<5EXtDg-x50}8Bh%eGirUQhiNJ8W#2woTUiH+EBdm^3MYBUEs+a{5vD<<96Ed3eLt?>~PE znXkn1`CWqifrG@{5x|H}haAckI~N6CwrpCvE#Xw7vQ*i?vB`_mca}PvZ`m?I^0-YR zp;m8Tj;V+$mJ1nu%E+TWu$m9NJ=cWo;h&C1#LK6j4KxlnQa}0sLp= zQ-rV{RDb+zY>a()HF=B5dp+xGpMN2~3*x(hWGDE(?s;athmq4JrVb^MCYVJS{w_)Q(@c?PZB!`|Q{h1g!e}+O@?>rc=U69~I%^%LB$Fvx=ul*7onP70SK59&9U3uu z;*;6=2h)PLbS`{%^tIR3_vV_ptJkbaP&;hAcA=Hz3?TyC|++v)_A{tQ3xVq)%}4!Mr!s&8-F{0rBZnDfQ4-0&%WSnquX@7w?P zH)h_SupsO3OquQ0DN+)Hzvslb+{`qtlYQ#g`Dc~ov#x!zh-2JWH09V3c{QuUMtAPS zKb1ZxeWBZ!yoDezS=Az)Zsskg;~zeM-tnL=?q1i8lRZ*jO^t0luQY$lU+eOgX2E4&<&GBd#LTK% zc53EMgY%u%$*3<6HyESnz1Sq;`J^wI!>Za|pH;T{mh+@+`%~E?d-7(EToL}`|YHU*y~{9|KfYkAguY2g0=h6hRM diff --git a/images/rosen_der_logscale.png b/images/rosen_der_logscale.png index 757eb1c4e5958bdd46625b567e446dff8d94970a..e7719930ca643fd59ede4a3adcaceb552cfb7d4b 100644 GIT binary patch literal 38953 zcmeFa1z48bx;FaRPP-6A#R3BaR6qqm6a@sNyD{jLZcwoaB~=hqK)OpB69H*HkX8|q z4(UAi0Oy)(pMUQ7uYd1#&UKx`8s${QD2n^GfCv%G!(Me+we`!u2SWT@>MS zXJl;xyPIqs#A;_|2S&MsuROTBMdZ$wOZqf-Z9U{OWPR!AIB&}9@ZXnaIAai1Bb$;_ zD@&Im`!h^AR;m7pePrZ2*|V#K-GtAN^sQ|P46ZWgUv+hjdRf8S*5;U;k>+4t9-s8o znqymUU0jZMXDEN=N@$3vl(e+h z!i5WmK5R2lOttQ+5z|gq67tx7RZ^?8*zg!L56@JbN22X7?Z+kBC6A7@(#tKOPXK(#1@?{>4V8RpM zzZ}z(68QP<#{EMb;lZ8nX*FaMFTFQR+ji@#OBDT%MN3ze5409=T6W3``7fm8?{%lF z#M|5z3qGZ$5U(!RUix&0TG8G}^&GnuYu4201UvrtiAir0x?XburGI(mRmX70$&tvj zx7RSqMm$heRZY<@p%a$Y)_(a?EZ}7)HM+QV|S0#*+j+wns9_MSW~&P&sw#RFq7($B&W#ohs|$PU_Ks zl6&s%)RCSB>I;FD?%7Qh5f`XWol0vzyx+7Rr(iA5G`JB}+7kJ3E zesGtIQ9P27l@%@doL`?Bx#d}3nm%~!9ch6g)6>CsKY z2pG)HOe^O(O&dMM^J+X9=fR5Se4_N)qGjY)e3=!*pPsa?!QbE8+xH81HfAJ$`}S?q zrcI#=>b3&=yoK*?W~tm}lKp(RtJa`2kjt;tVRm}dPqQPVJxE4V^I7TBli_?bV`pW; z#i`}b&$2jrdwWw~UA=77lB;&{;>FI2klRPu*@ve`TcU9r^{EE_x7O}7mg&N?;?(}M zg&HX%#A`oNjd_}C`jww|xLT$@*DI`!oMn*=x zvHq{hId-W{j=d=}uC9ySw{uD3;%bZ8@?zL^NG2al-WU-Me?~X2#o1x-yrp zrVEt{5scJ)eZ8|f(mOjRC)Kd-=xRES^UU%w-WoNZiTamB1L-WS{;t_VkotdUzuan7P)l+|vlT&WlTKeihF7u(01`}rInJKS0 z2}d_Kx9aY?WVr;*GpR-m@=I23uC53XO0^r-_hr*i$C!A9k^#H1Y_0s;TdS#<;cdnK z61Ugxtnp$LO>r1EV^PbL6$?0)qvc2zRoj!Z=Xl+>vJ3J}_20l!@^777fI_f)5rx8IwqfJO)!v0yP!3x05Yp>rs0tce z_jwmCU%8TJ`-bJ<&2JT6IqEb!Z5?p=DX)D^XM3Dl z79DaYG#w}#EPdrc;Z+rRMySv94ST%ADRWr=q51Q8`M=K@2ygD;w8=bp#>(&pbc8B=F zLqk7j3*EZ7rNCnc`@PL9`mzy{ueAekL2ur^jjewX5<)I`sFPa!@zbXiZVgX*UUG}? z3JMywcU4EqkV~iI)VJ`CUPhs0+&$=uVSht!-+e?tNT?x20tM2GL%;fft*xz6eNJ{Z zhux5_aAn@?v`N4;o~B`al3?TcN<2qSozm@c@#<=Qxs!2neAd?1?sS|Yw=VvSj?Ycv z63?+4t_~BWjZW)r$|`>UULfF@QD&W%w!sItt!7uRRy;a#Ii~)`jT_Wx1-5`0YZ+&1 zl-zI;b9|$`Bj%_NL)QIto&8;PtLb?ZZ?2$8O38ZlO1JUVRa8p(GS*Y4)DIp!Xx9V%7=0N(_4()?w*5)D6FPmo{X;`3`oSD}UKjRxpPKAuA0Hc29OeutvFlDOIK($O zF`=9zq_l9+qTx3y*>uZ-cu~7Piy0Ju`cxe%>`fMu<6z-_d5r@c0VNYZLp-k>eavCq zs~X_Al7@*vK|!JT7YfqoPMPHkC^oKgajJE_9BHvC=|#9l3_wy{4azMV912QPWlf~a ze#gn4^e8+cj$~qoY^Q zvc`mlh6bpI^U|`amZSQS5{Cs>Z)oy4;kj5tQ?*8jpnF5yz)(k(*OlYhg{3vIDq2S$ zcgH=Z*|6b7e*Wnl+!p8YyAM1)J=2UD_6b{se`qTSP>_p~O^ms3#azZa8c6EQ@fHUe zQdQW?ctTJwA}_taCqIpa7OIwI)sa|0Up%ns{pxMUbleJ7-O+sj2xse0bG6I)#mqQNT;~mFdN-hMuN?tVq5rdq;Mq5LY+D z&9v$JyE5->I(W(2{^1@0i=m%VjQjVaYq$H2?#{BZzkdDtP=iU{!F~G#TbyTeHnS)* z2s5c?ziM_IRm+(kY4D1R-@8w3=NaFPEl!iM^=U@TXoZ}5mFL1l{pFjpZMBXCr0P?d zVwI8w_4M?P^9t4^H{>}xr!A1TDig01qa7xT>(3#miZDjI3P<-mxOeYaR#sN|22`k* zr2N;`)<)%^nCmxZXT+&yywGqO7ie)Defm=TX%tY2d_$U%3|7FQs)~t`o@mcg69=qW znQkZPb6Ix!H1+J42>N6dd~*K2F{%$3vNZaN#pT`iiw8jnkx=N9)QJT~rX|470F(VoySwbLh1jP06?c1}Y zpJkY}#iUIS*J^Ol?e??GF{)3gz|1jMsb#yvOjk2-06Ez zMi5t)oR#)4Cw^T`jMA^%8jVZ~J>kr@3Gw4AR ziM&U{T<@yz`0-3WUA3S(wP#f1&lN!ivDT2~#wdf2`r}H|XL&`R+ zRey%n+fPU;#Hl8xXyiI5_2rBPF+>V^()*318r0T5{ov1e?;wWLD~|2fbfqYp-mf1e zbVn|^Ht8uXTeBU&<92UdYU2fz|K}*{~=koc83Kd8M4H&*)tk`u;v`7jD>Y;5{wP`t=t(T2S$K@HwgCamk@s z`s|mWH>yh#K`^moS5WI)M*EcsYHK?SHegA&N5pz|){Mj|XLrRyD%cf)Ut`vF!eft1W zU)dt)as3IPU9|J;3>~|+TaeASKZ@(6iv0;V&634D06r_LYyrX#cAALfw(gDLw(N|+ zn2{Eea#yjhcUau)99-@@>LJP>+~+cvP=lyEZY|mzU~1>jWqwwbNxfOi zX6vWN?8m07s;b=a2)6-^9+{e&S_Nzna_;Vi4^#HYvE z`TC6;?&xjJuhm}lg2f27egT2K^1lHrgK*7#!Kn0&h=$ncsOxgf1Indh&@N#vA zpe+Fxj|I5Dy}h=<5S1!O3gGf>K|w)(fB#|fWLwFPS5{Vb2kD^l2|nevT!l)$7pwLI zDu_vUQ&z2R#fzI4k3M$u@$pfqA-#&!$h{?b&sOYYEub16a@Tt%eMVRhX>42pQ3lUyD_8c&fU95 zK4~W>f=EWsV5FC?U7K!S%9b}(Y10`Q?uHxRW;^)(2nv#Rb-YH)7A~{UtEg|$xmdP> zgN7%lXqmxUa;X;65>y}wYI)LcKL(bq+M@} zWiV#5U+a?EoyRapG63(K#*HU1y$UMYD3tz>msTGFlG!hh?wK=OqjK;5{jAvcjV3}O zBKHUarD|`vCFr*0d5Dl_6xM2nS@W{jKPy6Lwrq*OyEavX;Wf_h&9_^wmT4heQBk2^ z6Z3emy^Jln4#--&t|tI&Xu+bT5g1%TQeu@;Q*Z;5sz-38k4IaaHNc+fxXiA^ZRgv) z`;5T7O;VF1J=Ay&zMPqfF05oZL&F#}X_O~#=5|XfJldKhtzr&`F;iO`n-iJaDHM9W zL*HiBaXU_=fTP82U=)eK(gW49OuL_J1@&PiEvszsDaTD%Y+Kp2BhX|qg?&3~V(o*O zmr=g-#;E5gM=QkVYUN?MMq2kZXK0l3egi@u7ICJ7)ARb%5{oTT~wecTI(Si2@kq&p)RaO4z?Tw@7wL7qT_iO#c8uW>< zmoGbU(V2F`QPMIpF;!ubOn_uE+L_Q?*&Z2!q4J za$r5xacU;^*eaIX-DW;bO?^-9zFNW0PlZ5Qs9#_>g0Obe>a^xg_+?R&nKPf(LL6iS47 zby-uB8tN(Gt7aK{=ElS2uXPjU#=jejJJ+ zSEk$TB9K#}k6{%tb92{Mw0%E+;es15#Y?$p`ACSH9;|@GscI)7-F z21a6W5|IG4E4suAy2Us|Vzi7=a)&Qoy!ej#JkIp4htxGM8Sgfw8X5Id>KT$>n=%}} zCV7oAwj{5=w9mWa%@-$lcd=FSoOH_!O>BF zz%3^En25Ef#!jP(b7ju01Dkb67Ou3(_c^2_Jv(0JObQOjpA=f=L-0I?4)^2D<)E-M z+qM~`s*^hduBE|4@MBTILgOc3ne<;Y1_lVV2FTSmpE)S=QWp)3$l%cEh9UjxLRTagMLI2y?O1hr^I~Yt`0E9a*3+ z7_ul7G37MF#}1B;EDhQvPr^QaJdd)`)#}OT#}F1C9t}kaRlP<*!!e9j!=WO|FVI6Z zb09MbP+Ic!>(_o1=5U#PtKUlcv#MDPd=tPZ7U+wm0z&^J?hYKA;ewscpBHNoxe9vx z@K~#-Nd45l>S20&_|O7*yo{Nwx!;bHRzFi~)rskF$Ot@03SZwu zPalWT)1RIg_S+Q;S%y$WK~MTvf%}`4MjmsSza*6i>`S+|F~iK-I^D2%#R0zQAsLu8 zU1^;VswpnZ7C-{rzhT?9Xkzh9(ec`)h_zru72!?P04Q_X4qnL_{}Dj^BSILcCJ=YM zLfLZ1-Y`KIxXq5AORLxEs0<@*Ey%u?E1+M*3wo}dLhYj_Zt3I6Aeuc*SqhkuY2&+2 z106$c~4Gj`l16)t4b>u!z|!&a<<~2mqJ*Iq`CAJrvCYw6wGY5@6CM&@GY2 zFZv#k;y-EColvg>DbLK@yb8);>>FlbIv$$@tZBm_UfdOh=g^jGmwp@ePpc)VSBJrNNR>0F2LAx!Y|UNgh-&P`2A zn$Dv3`7(feeC{3T?>CLr$Ww<5uYj?SO{)u#SAuK4?1;h%FmQPuG^yRvR zYZKtvkoP659?A%(+4u7Sr=ZXj1@q-W=1HE0B=-E<`}?93v)9TJFBh1p7Pwz5cJE#y zV!em?Cl`1F1U>P+1$DcE z>HE*BaL>@LmHs;JvY8doFosZNl%0&hxS$54LY+XBD|svcBl8T@K?X*InZu`s_3PH{>KM__ zttB!l{7*};`J-WjftAXYM@i&K8p}J{L`sSj6 zMT5h7k&f4eCH@2^Ly*Iuuy7^(*hpyD9kJ=n(twN(LR>_sNqe2y+81=8Nh7d4?-mHfODqs7xrw5HlUk^ePvEP77zkmDo0yGt3ut;5V zFpznqu=l>s^5-|m%iwPG`kHf;p$MUDbJ~w|pUfRimkt--0sBX9YHWZTQjOO0DZq_7 zhq?jv@pk)lTen7{jp_oDFsWsxkPeDDP3D`(g$vch1kbUz7JGb@QK54VsS54Mzh0FE zY!)J#(4}4rB|k|`x9Q5!NO(5{s}u1Vsv%J`O>)Oy%H%EyxJ?4*%`yxQh zy+Q$gNEajmX-&LFJbr=Lz4Cbf{kB`!wa(E@z z^1*$Z!N9lobjJ)I;aTj5a7EO7u%*;nYj)^cUmSoEBkedbQ~_L z=r`U(2*DE5N3|w1nKYf%TaTXGy?ghu(Qb7X{ocO5cqo)i$BxNE)Q9oq58H_NU$}(k ziVWi#zN}WUAReXJiP}64qk4{5)ePyv!a{=GBqbkAjP}K&c{Yutk`c?lk$>gN@y123 zNZ}-)G0m{ftcvrlF_pL-!DSPwg^{D$yZalz^nHyFQnNpma{u-s&liC+^r%I~J%E#R zhpk)|b}soCPjS{Rjr3tZ$elG4BRIM(_Sv&tLjJ!_e@I!gb8qJK+QP)+B4H9wNXG04Y%_Spap|B2L; z6b`r=Co-OEN#jkm1q<62l?5| z;viQNAt}a?(DkOKR0~zJm6$@z4X0<{X?b}TdmZnRC}{P#0Mn7 z3RbLGQ3)L{7W}SZNC{QtgU1egiPF&n?5o~ZFp}G*7;n7)YS9|2pXIyZQy!2A;vwj+ z2_S{6d1zvFDQuAX5leUw92}gTojvs3TLP&SDG>>Yva74%JxW5zB`FZ-D^bvGCh&cq z$B%6rYS{rHNt6Pe(g#ozB)%F3Juwa{ha(;4Q$rOnNv<3VV95isU@1^Sg~GjuLINy8 zf`%{(c%`TvSB|?v(F*|Wz$3#hq4@vMlv`wB#YWWO*hd1X!@Ggs|FEt>6+~ksE>tJRWeA{D1bQODf1}} z6OkEjhdyF3dIH{Gkw057vEhHMYDE%-o}LxFj@&Vv)QK-Q)^_Kz&9gFGzK^=oxYm-T zON&7Bl6A_`I;{ccA>YYB{(K0UNA&8FKrZ%%E>%2{C&x|V7A{#qEI6$qA1N3jzFuCJ zs;r^Tka!MAlCEt5vs_dtz{o-9SG@xgPr1V&0!ASJLxuo9Xrxa7O26jC#hbrqvTJ`T z$BZHL4JvbUN*`Zs9&zGOmHb_6>?k2l^)|o1_n?nzX0`AIMr*q(Gox6YfOg z*P6vLRGgVbZ)`(*0zx6BoTvww+tpdtCh!*zHk^Ke(yyFu{4~gMM2UB@I~lJ~ojQ;IxH?CJZ_?iEM#I)}o5XLvkdJi!yQcYR-#_i_7C*grHF) zq|UNs_g^PSj_`}eIzbg!Leyj(31Ml7OuP}++}KsSk>1+uN*lA8m;Ek*P7LZA^f%o0fHiQMY{ zCHA@##??q~Q#58(1lA(VI_ku57Y)ojULPJys!8FLPr2wkh z+9*m)@&H#bM8Xt8nXPf#%8r%JY4KAstANxPIFx$Ce!%(#BrzoJ1j*TzIAI*CkP(x6 zaqf?3D?UCxQ5WAPu0C0Q{_BJm5NMq_vkJ2*96V01`*R|=O+Sn05zTx`Pjik6feNtI z^{MK==?q9Tu^_)gItPgQ2|H+R+8_&{xC6?9l2<4k6y9=W+LLmQ|~IqAwDU#TpC@czAIV-yn`>P?WY@Cto>W0?vl9|_>R zy4s2{AMSIWo%AbseB|;i2#Op?xJ8eA`Jx$cxK$oa6Dz-a>5c^p7NlDqvVVTF@Jdqk z5ZtuSP4UjNGsnKl8Fw{hr89!e)^b^OD?)E7HqU$vY)$kJXwh(YLaAv-wTkB4WC@9M zI!iwqajlzjN~CpxogDz{AWm_Z<6o52NYIspe(B8|G1ngr&*k$%D`{rTEOW`z^HuOJqJgEMPr zXrPrT4zFFgvPzUK=gO!e2GPb8(ln80{I=5D*btfNv{6&092~l&v?_NX=uNP^P*plW zNabacj4i&tSwix9XU?3lx^W$?xmjL}EoaD!09lmPD5$-}8-^sq$j6u0!0ln-_^t-L zoMiZj@4~eFVQAjWL~*avh@e*6G5gU-;!VrPJOY`C`PE+5u=v>V`Yh{sVyM7CDg+(X zwuhoaX2e{oNIuKTh`2SFbaG~9Nm_Xs=Iu=E>@p~B$#YTDKRL3yai-KfM>Y;1j}_YI zu7>)v-~>HAMpf$BHdlctP>+E1g)>h{m;9#lSsqGucA2C$;(H|Q=S8wNVvi1=AyF8t zzwrCCY|1_Mt@a6I{4>l1P;$~IOOL}6-PcbLUBBk8{Ds?N&Oh8!pRD5vPGhAqsl{TW z7JB}np{G4eO^8}L+cdRyw0_`pHy-+Y*|SMrEZAZ2F7eKR%yfYwNXb!EQ=?|vn!9g1 zE)GatT5;9O+glC>AIUaBhLQ!<^5JuK%E-)QLNkKa@zH8QA7n}OS9Q}T?S>*CD;U#h zHgzg#t5xyc7O?KAm+Q-$%?17suT{4fs~ldh1j|(lOO|EY%gc*FI9wvQ1{PdW?AvBK zjr7dmk%h;F%`9_fg8kvBi8dhhMmYTE&z}QoOy^|;3CJ)c?F#s{57{bV)K9_?uyn3$ zxdjn2w)uwr^eHkZrt}wfFWw&GG(F*U3n?nU)4DN=fIy3yTN**UwJ(IjiKBK0-`|WFdK6ehd}sYQuZR`6d3x3&ZLkUC4^LAU&7H6+!km=KXMzj- zdz&U#;U4pCk&s!ldF$4Lun<^OUzPW6irdz-g>v)Ot)j!LvNTpeJpD7ZGx&0^vx9?! z?8^&V@sbx{@Tb%{WohirmU?}C3Ax{rU_K3K!rZ1`To7N?s_Xss?b7kXg;5$_>Na1O z1Q?-2XN1@#<;M9paV5WunUe(?@N7-&4DCld5Mt)W6o8swGO>ywavtSXV=f*FxnrCH zur6F1JnoJK`x4Bs3s9Jv>p0oX+RQ2paA`L+P(WmrV%)-FYUEHEFq(6XnVlZeWw zfFvvb=FJ-vtyo;49%SAL%py_;icbN~$^#gaY&Nmf^b{hLNHR*l`c$G=zULvwK?dG{|C|3!6d*OLz1{ z&L|${I#KbBjg7&>ykKP#Q5p$P6uk(<3zU(X1Cx3VxfESagyaDU=K@r{V&6?tny8aR z!hvR!3Zsa`kq8}vju0F&LC`#aupS&+g2C~Up_pa5cx0J~PVbWlG92x?2g%GYK0Y3Z zJRT7U#Fo_kDzuN^Llzv42?wG-zN~7>1RsGGS@t$^AswVoG$q6XUtW0Z^((+GfbO_) z3=~hjFZtJy0F^=_i)Q=w7z}bJQUl};I&0(O0ZoOyfaxLu1Aan}teKq|<%72&fPEnq zz#bX|*ITvRAgq*#KIDQhGDPb^OLyITNbwoq*!M9HL}R4LuVR@0+9ni&Tl z1B=t@$x*F)0NP=|XiUhs!!jd24TtHM(*Rn9`oSbhk8b>g$2Lj3EGU-TFH|AI&4x-( z_9$pw6Eh#lLg}-&R#jlK1-It)+uPe44E?OYJn%(|j7WTd z6J(gGUWz5VZ7DvA{1f_`0W=~a!$R?;rWz=a`y&wuXoum*d`m#PuSL<3ea^o`>?yaL z1n;m<)0a2U1}t*+LG(7so0cbGLV}-(e(yzgZ!B4|1o_1u(wNG4+jvy`Xv4ZBI)vMy zK$=xix*$JRyb!oQ1fK+^BWUaz24 zSqPvYG53&QkHB(ch7U6{GXo#78aZ(N)Uj;D$DC%yb#id?%Gd@$#-TDy)Bx8>m|)ZB zu3fuMlYrZ^GdEH!I;07K0OqJo(W{aL%%9VozAVr>+U;1p{ng696tPRm+GRaMqN1Wz zCJjziZ9~NwO1)|W^Qz38^b?l90Al1zv}_VT^jo)TZSLPmWcek0hBs!}{t5y7YX7wT z+n)j%*}o!4rK@Aj>{$hXygZ&1DauDJ2rK%oXXpOm62ER?{*Fv)rV9C|i~SAw>%HZm zG(Ha>zRo1FIfdBsc2iye77TG9}|-ZhU?y)JCf(lxrP+aiCsKb$d(pZc^GdY z|LdxPE;m)#ou+KiM7c9bm!;&NWirTrhoPj|y!ppZvj_Jd@&Dcm7cS^B=a*9`;U6~f zpJ+s**`cAu8t_Swhy#a{dloZp+rV+(l_*I&|n$McXb~@TvKG z{O7F1-{mL%zx*{Wvxy-+f^mSGm^5;;$!Zt!pPTp;`t@W3*VT z5}<)j-~O|5Ziw^GdaPG`6^8b~gc6dNm^j$qF9~}Dy@K(5LBYvPj=3M}U%o5<4GZb2 zzEJ% zg+3!<(z(1K?RSs#Ky*Ac z{(U2wqY?tsK1d-DD2=TWiW4^W_Fd>9@{?hqp&tth_K&j8U)q;h#J*hd=21wXGaWf1 zg$-OKX)UPvFQG6R5Yht|nP`O5z{yNfFI>^lO*&{{ACa~SQOz%nfC++5&4;C#F>2gsR;dS&`qSBo^SEnG6xf~KG5u@foijb^`NU~8i0%G7BBCgEtxses7dhD* zB+3Zr76;OCirD%Q^YRaEE?|k!E)DkiSvmhL+%&YwQ|PjQ_smtr9dcjSX$YG9%fDy+R(kNI6-novl$=K0dgMT=A~sR~#Qch+lVV3eP|qoU#hr z3>k&7sgdw*vO@*7JRm0aj3{_$T(<_ zzgT0p!`S-&Fwgduj_4rxFx6lDAAWY|n}_Pg`8Z#(!tS|WdFB7#(yab!TYvZ22ZiMi z{|bN2J;W)#kzO92s6oxyF<#-1OaIvT`urO&*Bx&*XfIAYy?(`}_nT=BdKk{6_#ZMp zC=jE(>w3+-A>8Jh1bFIZS3mM@oHdghAIsw7v+Xfh{{#%{i9Puy~sv z9e0W=jxPE1_&fdJ6+io+cCP&Q--qqmhV5vUFOKoJzAhx6|Ks-`KZ@GSly=NDmvt|% zZ`|i_D!9=&oqBa0|DoOUGtDJd>Q4i!=D=?ZplPt__aG;5uJ~=KeWqLTd)K<5`@-M( zytK_)mK4|c?ruY_r{cCe^!O9qIydHT+-kdgYrEujtxMou!SA+kC%XP_Vrhcceq#fb5VA`LAOC{uTX>mc?9VK~|8v*+*R9`A z;-AR{!G8E#%f*4$}l4{`zbDyH!@K$BlKD{+M6dlz*Cw ze|LR}ckNf7MEah{jp$^BUri&Bfgltd{3ym_Zqz86qMH;szaS7)4TovS(|Kyn)s~Z! zOYPdbXAex5{i}Cy%i`C`&S4gj`7pUA-zLS~gv}74iEN@lg|nc_DUiL?B$SVTLS373 z$|GVV)IpM`eS*|hT;7Zw{4*KoNhuR#<2XJPJr**%CM6|tARt0@fniF1?tuh;T~Jy+{ml>>hB?6Ph%AlZ(%Oq8jgLXA zzmdG|R=IQX;sl7pv`7A!`|9bQ_p1)w$L)0>GcT#6^cWikO6umTF=b{EdxCyBz7c`; z`B-Dyt>@tSgg?_Ay>f@Rn>qHQ%8%w(YrfL~{493GkT}J!F0#W3?9}f2Lm?t=$jQs= zL($*7Z@$bV?DSh#^9)_Ui+N@o6Wr>j}e{ zdSc#scFB>{q$WU}($dxrGPi}Ugv1)l`T4umH0i!Z!!IBp;MX|+(z^mBHE&AdX$_a3 zUE2YuM(Yr;XxSPvdGx`HmwV4G0!lUgq1~&VBlxIX6)sT=hDMym)msjqX7v|Emq&OF z@M&;zx<1_`m~8u)qwCl?gRRR$wRtnt&av6l|3Wopc6Is{(4q@X*6vryakABtcktt0 zCT8Z7eTm2w5W^L_(q3pF3v%yH#I$!SZmrEMBgSLyDwoT={$t~*U&hRzeqcdv+9 zcORmRWvyCxS6r4j&J!S!AF|?L<%xO`aR+OlxW|h5*s+>#DRXm>GII8s+zn{YWOFrA zLB*X1=D(gQ*rO3Xzbsu6{%%G8C(SB`&d=YU?A47#SQf)YL@owlsOME`)=goUdP;%6 zC$IX8m^G6Ah7Dq4v$-RxGM8Y4Dcsd$-9p721};1{{dKK#!at^K0%~FAL}xUo^Nd3ifEY>1 zF$g1zj^qG%9kzH}{p433G2Zk_+p z&uf5O3R?o3< zhf_@mmk0i)=3f>{VcJ08CV@19-L*Qvky*wy$m;QHhs6)JX}kq>K@-D^#+Q?QW8U0$K-Elw)8E-D7jFTrX? zGR@E#Q@H2H>U8W|dPU9yyu8!bXC@QT(n3&B4G=`n{O%=6LL1P314lnsR!UPan zLsr~wq&pIYsxL2l&U>Ixo}ax&v($s0Hws*vkh`KH1Qz=m!#n*{j4R0QX9PfrB`pi% zIWFS|9X9KH;Q4_Nkvwd4G;Z{ZcXSzR=f|t%CZp?a2wA&tzkLo9fYkLLwe1aOnQSuN zejTe2T`eOc;~N|t5AH((sfa7`^<5>KX4M^s_}>L(dZdS1M>U&DYl#j9x)N;3k%ZoV4_dpFed4&Kx1<)W)BhQJPKVg9iud+h`@l<&cks>btWo#!cewJG|AKSlQh>MGhud`iCN2j>M zLO$zL>%hm>fvJeTx!HC4!5o5*wNe6xKd@RKi)V+ls%p%mM~}=|J>A_of`}w=5$&H1u8e{C1&y;{yqu53rH-7wbkIct4@Z zI=@M8!Zu9(!#LOj3|zI``5_)^G1(?Ud=mIRQC8!qmyE(nN=myY>*k+6AC0{x)dfBf zffckCF>k*vSMtE&I#MW>HRff!;e^XERHDa+~j_bnEftJ!NP_~I@woFW{i zbpQM4BvIj6G;&qZiE@8FKCyB)xw&0F;A)T=GfJFn(q>OWD)bbxxzO8Ey?I3i~b~Pf3?!ff9&Spck-l)cz6{L^E_Ii_5PnF zYbb=fy`Mg139r%%qM0isF82%ni_=h+d4<$54BAS)X{ldThfhK4!-CdC?lt5NcYU(SQMb)eU$SsP zbjYrE2NKpDMe5xwqdU)kuKPc;`qxMnf34L2ZJMp@LtU^gHz_%}&4Rmaz~=ja&2OZz zoLxO$0e`NY&hI?1{K$$!t{04r<5XEOfO8M`BGZYBZ`ywq_E@RxShoA!-#zkwNIw4u z*Y|e{(!b#41eA7AzB131JQ;dVA$re(&J*OeT@JVY%LTK4!R`KU7oNZ5y#L$P<*((I zGUE@U3ByXp8j{8I!rz(_&1E@*#=|0B&CSzk^_<4x^1`v7<_pS*A`Re7_3k z#Y;9jNdi7$D>ymo@F`S$2uTyvc&9LuQQ0wXh*U2y{N}Nfn9xWoJ<;&oa)cjI(n`c6 z38h*IZn4e@#Yk3K`jVxad5Ug1zpoAxIg=zhBv1jlR^+#03D4zsUAU639_A$WH$=e4 zRN1j4!Pg|%*vWiGJB%UpK*r2*lb0u&cwBZ$qYMTraiKiLdh8J{x?d`zej#YwviGZM zTihqkJaJ|*8D*s>G!>-}H+hE!9^~>tS#~|RBId9u(y!>{qQr0q!jC$=>lrr4kyL2= zb`@piD8%LUK+9GvUf5X~cAws9>>{LqFV~&quU<_g5sGE>Hm8w%rJanUq}DqJ8P5a- zjhbfKx;BRF#fJHr9QA$cG69QaGF_4x;gHd`1i7h~R%KMdutB`SW%2l`T;RI?o z#4Df$mOQ^3aTZ~#P~2k_lrk#o+S1Pxh#i&MXJu#emwC!~<;=LBl4Pjwnkx@~dLbKU(GES+!|D3GeT|Bo2#`Hj4v(-&f zivd;z^dw~nl1AhViP1oFTTEWt>GwW!I{S>yyrEZ3|8Ft*hBw>{@R#v6?W*)VZ5Buj zhzZTFudy?q@}tfok64;@p&!r9t2C%&U4#+V%BKxA;yBKrrLPuyoMJu9i1+!UaHr|T zEe3q6FOy|Qy9n%{66?!x?CWhpTEWsj71zdVunB|QB{9+Udm}q^Ku6wVDhvzlyw~81 zUp}T^ry z_MnS=sG2mJYa(!M&v^QT5m&&+xWBG{dRF@FrBCl z1Q3$>fxKvdv=l9`O#dO*K-+cCH}|JQecF3sjq^A1Z`;J& zuTnnK*=z2;vhTv9XYbyfo5q&48YF09J@yJ8U3JzePh)blFP*!{7U?`DF0Q(H0Z5Yh ze*t)<7U8VIx#tY5W2yB8waR{b*|;TakJx&JE*843t~h;NU3L0}t)sHulggsXn0pFh z(ignUUVfLHJ18T6N&lRGG58M`OA1$XNu?l4%3n~vKyojqmnduW<*8>cPCuMdnTD90 zI6qdDG=3n^yJC0b{+un*pF8IV{qvf?VCsL>i%VX&=gKMdvBYC64WS;>+)T;NFaKS) zsDu5br!qpjf0}Uf4$NP7@IUOsdD1$?h!r1;yqxDz)E%s6Ik&sx^rHd0oI$%BbUAsU zGk3@!PPlc1)HI>v&O!EdFXuh5|7Pp*ui5{1I2+=yOaJh|8_!g|x_y@2wNj6#*<

      %ss6XL&!)c;?3 zhm!3MiGwSn_dfH`jCua@aE+wQ7K4a`Zk*MdKF~?pOKLtZts8lL?BD4j*FB3N?yTvPCa6+gsa)a+CA6@LL!baUk)T{b8fjww8Z;H|t zedw`odn$J+*A|1XHxfsx4%ayGe5jXrt2j9@*FAa)F2_uBxTWqifkfjKie`M@dzb8X zoP8^Q`?QTMw%H(Fap3pN=zQd_ZYKr=Eq4S2 z1x37=n3zB}Re00##Y5ORrGhbIY5laPWyX4RavJX-100Lv3fO-=!e;T#%&xd99DtT; z)+VCnI7}tm<4H(2T4P$IFZ-7V+4UVAmnl-KX8jbWyoCgqJWd79Epx|x?{P_ zf6N`Tht0b0M;BYsI>g~*oJ8ZiX{(&snMwWnlt>W3VVojM&Y`AyV4njH^2tiUkvqg( z$LasQU(XjaPEW*2{&zDb9>cW0^rCN;S5z)a>_IURYyI`K7K6M@>hFF4$`!4 zyn34)Va+?$|CXeTiIPkR9+YISP;fxtYXK!PSZfo_LOZu>rM9f)mJ2BLu43$>u=vj4|N4*q=9dj1IQUA>4oO zG5bYgLV68_^GypwLBad^SoGcxnEh^g0_SXm!KsI0A84+srx)3qGpY`Dp@+?C#Om_c z$%kLvgTodCFaSc!`)EwRf)S9@-3_qS1W)td3(FJX~>NhBNqCQ7zlI8N6SHj zI5~fboVHIqB`iECWEyK2{Z%hH1%DX>>On1e0JY5b(IeecPBQwgrEnr60|U2{F$D>( zCXbHny1cc`xEwyRMOSP(PHK}R=TZ|gj#Df|u&*U=@YgR!a>OvPyWn>acl6b(6Tbfb z(O~n0k&+|6lkeaJ`*5eph8E(ql5>|BBA-1w4c9_WL}W!6|Bek)YS=cT3`N5Z2g63I z%{Z2^;8uPZq@wznYowy$zxGkgT9s19ZN=i40(U$(|l_D%{40jb`t(-WglAJGrJMk!SHwk9P{F>-G8_<#CuPiIJJ+6$fW%QX z6ITd0CR=>AjC9yY~p(83ft`gZ-vWFfSCrq=0sFh@4Au6urF$!x+ z-H{MMu2~LT(b4Hz>pXTNqi_O8UvF(A+fRf^l$j(zP`}>sxU=i$p%@TVgj5^ML-bH>4_^P`FjQ0X zm*+_)-YJh9j$OJXA}Xqq95;i*lV#8kNHzhdjJz<2%MdjG@#)B@wlHKuEH|7SO6CJt zzbwF2q;W>uX0k&Hw-7Plyr^32wY%PpWc6Hf91_{hP9h$#**Zf!PgUYT7*gq(alkrO z8r7JbB+dKl6T5z8=v|zhVBZ`}%j1O8dI%;2)m)c(a+yj-d14y2=aVhvb~qE)2e63T z63Q0Ycm(5iIDgUF2LV?0%SbViphV=gf1uV|7z~M z-+JET|Nl0!Ln75lkt7LaHE0ovRH!5*Wi+gmSqT~Kh>pD~N&`toN0OG2QpvH?Br8dU z(D(K{-_PfV?|<;Uu5-E0MZMpz*K<6^{c(TXACHWCy4#e9?;bl`t2{iH8r%Am!uvQ}l0>2}(H{J# zHK2XI2(>8N3poNDsn9cHIUS^5`wq5LFd20fmQD3h&kH*60}Rp8jJ!Q>>(`&&d`Pcs7>})psJV8)8oGwPFt2|V(8Trk*|in7@{6~%jB9duY(-Qz z9WvZf`8`C2E?oD&c*{v|uM^SdRIZc9bxZ{0Td`Bh8 zd^ybMFxE;DV%r4#=-OT?Mlaov;S&oyL&g8f^QIrfLDCR+mFNp+XB?n9$|xwf7oIY1 zk6F=sAjF;N)WsVKTonVmNRJi9-j$WBYsOoQAD#7U{ZM1$3hl79PCaQRD>t{W&@n=# zj;(gZmQ8Q{{3@Jdp@==I`$Vs_2dt_4-)qMNEcn#&&!&cnVEtj-TdqQ{g(q$`FDAI+!ExjOx4h2O#WIjp?;lSwP2NB%c zlT)d^qVVuir1xow&3T8&0A9VP_bMqB&(9ejM#tjU>%MpWQbq+nz37^*jU`kx+UU($BIEcoZWM9Fi*TB3Ap>>3Bn6k2B z1T`$4MGRuX;3SEGIaFG?=%SU8)Ao%3S2RY{6%!Mr2tc{W{q^F}hj1x{){A?cOMLNs z)9R-U>+}l8&Bsu~VoSVyd2V|{`)}jshKeP^CuVKSgq0`ACt{*TZjg-7WE5Ibf(j-; z|Mp+S?T1fUW(i5ZIN#4VW^nmMhXnhw4U(G3Vi#>a%I}lAXp9+C{4#QOl<2bLX+%Hw zs=5dd(Y6nJMIf9RA1^;(0?k-qW(4Dr0BlQ9WA;P$tcJ#V4xWgU1Q;q980Zh`th_OE zZ($ONCP06^;*+wKkPKzN>-YYD%r+)F;2G>$# z6(ptuR8)#x6CV0iIK1GH=@+y=P2E@>uKVYWLmREMVqSn4tz-akSai_xobDJ=VeW+x z3Jx2-*@pi*4pSV5)qnhWTJ#Pv&dY`|K5FN=<3dA{8@~Zvq9&uq&0dG_5^S&s8WN6| zoOk^Ag+z?zE5D|Pbxlx)7oX+JM)d7w{&PiL8^+@T*n_u938z>nH3>AG#HTQ;Rdfms z9h&pt$_u{M=H_D1*K+wiD0jxN zipQ+AvVUJf8$%p;p$sQt3PFCQTqv^O6&GkY5l79h^k>T-2ef^N>uv7-$^25SP~p{* zwRWIcg*_=bLT&F*JSngE)1oUBm_UkE{J!j%vw!Iwpj)X$TyaTS2{V?IP1~7No&qwS;iNY6TY}RT^tW-wqW@ z)$#2%3DK|pnr1^a6UlgrcoC6r3BnoGsfWLx-7+i+JXU6)6wx$#Q%l?L45k%*dr|Sn zzWsZFvCpsXUP3-o6aZguc{|9Wv^e08H`ZnLp~V}IR8?1R$Qv+UsO!{){(e*4LhpDw zx_z0P453N{a4NEdCh2u{cF}}es574l_|tSs96}@o;xTTZJ0bqTtLobF9Wmo^?Q4>0 z*yJL7pz0w~R3cP6TiXN-3hRY@#iQ*VI-$UtguLA=uYy5BwTE_W_4<#uqIZ~>z|<UW`6HI*FeqFi(Qm_8(7mp0(jw_@#>l8yo|>@^5qGg@meB zVTJ#fAEOBFqrMTK%`*6>*A=dnkXaCszLAm8W5w`@1PCQBi_4 zCl*5F?ADVTcL{wQ!BiwyS$|{Eia&3TNK+yZs=`7xg}!6$i-Csz|IV#?)BW$Fw*(W9 z_6?bOg)J19RNN$7Ni@ol=%6E)bG1UNwZgm5D? zgX=~rR#*#-cOCN%tyCL~1NS3UfjVpC2IDQdy*qvt!7h>T3+ zK7tCVZx7*9%ppM`r}=nh_rOShtN3~3%ysI8qK1o$-=co!&0m3c?o1J3H;|6V)6`P8 z{PXJR>ST+#L@|$V`TJU|tZXSFB5a>Wh^`Y&RAq$D{;a4TD_Qt9MC#-Fkz5vj`4H>s`yp-|xeQ{JF z1+GD@Q%GBhC&hWYfv#<(nk!UZELOJ8OiE4`y4zUnlaJ+?26WF#yckV%2CpVf-(=n1s<_(7hO z2|UsrdUork9XjE(>NcT}PPilQJKpcfiVbxE z^@q{<@_3~~;(yftbLJpf8=WiH5)#bSy4Lu+jaSrp_~6c+j&gEx*L_<@V^lix5i}?1 zWaQ`MbTZq;WedG}cc2&)VM?&JxyaYh>uu2>%j0@7WcoYjo;O>yO6%avVWfzGoWI+z zUJb&obhTL!Pz}LgpPGf%fsZ^Faw1}MN!Z|n)#m^=C4;LhUe7Qwkv#TDH!s8mDMv&^ zINb8n4>DhcsK#D660sDP2+sDZSupf)7m7fCHFveOJmXe&F8q4^%3|FcMoSzW6&X_@ zK3k)I4?k4vB$_AXSZC9hw?X~~u@HM>V~0MuusD#&wqA=-uwY0Q6 z&Ggj;o`?V?h=FdgnbW=h`0>I%o!=i;@?>=F3)kRurY$L&)c%<3bZ=HfI^#L)L(@^J z#iNC6bBYKij=25$wK4`&TfUczV$$*cxbZ=j>atfHM~O@F3&S*x?5Fa>hn}>sA(Q8z zHhaO@M~`g!%B*>PbHtj$9U-|<(_^zqi=16uJ0WW&deqetwMLEFf8vBR$C`te0YhIAikEO9EP7M0CHS@ZCS-sD@CnDR4a-!E2nKo2Rj(&*gio?3P8*QIly`;3>;UD!QZr{$gAj=Yl@@vn65 zrC<2`>2OVDrpYuH(kSEKQlOX6382G_D>%Yycg zLF4r{8DSs~8ZvzA%(MN}4|E4nn{I2{e@yuzYpn&BJCona8*UxX<=92l$Q9^eGlMTn zK)J${^!s67?;u`v+D5}>?%bUWX1e|SxgzYmPBscNzCJwQH?Ow@p>!L~=<9wz#)eHF zs%EkC-m;zH;nL`+?c2Y92T5CkttR~hazrQ7z|b4%rFZ26f+8aJV67--jTn6pzExi( zrA43a6mY{Ri%y}2dGfRAGV8F(2KAAas}V_^wrG(OODGkXy`3ZG$7y``EN%GqkU86l za8+*zZTRCx{)z#V5_0>iNH#;0q$uc_yd+E6WZK*z8w_~PLBtZ_fD0v|1&1B1)YjRz`=(&7CRG(Adt#|J~r(B4+Hb^w1&Jt9~8~N#x zpPaGL&?X&2;W5TBxxRTT^`hVrKked|MzT_b@bZ&4YaMB z3{0)F{BcQ%4AzioXaglpTTM|^lAE`;wsYLIYr1f$q!D?S45-+IfdI12Ga6=r2~6I& z%_gZ_Z{tUK?6D3_k#nw`DmR`uabmY#y>hu1jmUzy00%QLaufp$d$1y8qeCW5`imO( z_T9Usc-=f-F5CV?hlbD8mqf=_)q3ys8|5@FbAl?LzY8_11rJ5t)b!%Nv0#sf$Gi7~ zv=vAoT?H1)C}1tlM{ZCK+n>#7KeflT-miG6zA7q9R(p(e{U~EtXD6-To4^}V%22b2 z5^;hUUQFRc`8Ti_;^v;E^*#rqqo{J=5 z1pLyG>fCuBmu^J=9tb#z31)}WKbbywbj(sc;-ay_fqUO>H(b%&qVVH6XOjK|6XbzA zEm*j)Y*%;L!fjbNjk)J-g-EiD3@~p$izqWOTGj2)%~Kfls3~Vog9r7KDdBl6Qta=W z)n9^$cFe-e)V7Sey9UKRV5UZr(`G8`0J^pg2Bv!3t?uPx-0Y4 zDHZA#b2wu91_o$7>xq=lZ?sGaGifRPy}1>za&_dOq<yeg-j8 z4c~!hs`>cQ5<8jFTyeJ$pp|nq5J8PyK|!Pn!9g0shwsI2S%LEnjtTKhCurY?qXf7M z1H(H{#!0+1BTB7=+GS8e%*9t%++~GoOZu9?61VZ8Zz)~x<|I%N4>CIb`-VcVE?c?Q zxvh>uX3#uJ4eU!!Mn*s^akiQx^!1MfXt2yA+b+5o6&7yI*Szz)RAj`3Au4>}V z*T-~RyRf88h!`Am|M2UK4I|+=lz=qkt!#LfwwH>R1rCT$yH{Qw4X)?-Nx9mTce&B- z@-ZMca?G=N^V9pf5s9#@K~N}86ZL*4a9{WP=LTWHw`M9+yHF-l+(YxUBq3pHoQ=jK zmQOOkx_$EG$!1=89A!y#SvP#s!*fb^t>@QvO#7<2Q!%^?%aY4Q%iXtR%j2-Lv~iT} zBFN2#=;{tUG-e67vUuM;q+-E#7B$5w?rxVROGT9%5-!G_I~U@<&F-FcMRH1t4k}l| z{E|j=k}v{W3S?x$vEH@y_1)7QSK9~7j7TNEs00LY8K$nUE~3+~H5PMv9Sj06mS@PK zEVpn5ArE?tk)#`GSMOP$^Hdx$#Mo;^^MOS9NNIENW+qsNB1nr&U`}IQW91brng830G3byUtQ_8|B?c z}LneoyHp`%S#p|UUp3I>s4D_keFnh`h=0xims!KjoZ(pZe)Ip zv63f#SMJ}AROzw-3$!W1YB}AMXAW?#C>ABT{z>nkP_?2C%p$yA;JCV9=ymX^Il3F%XsrTV<^vRwmu>|QXL znb|I=2_hggH1fXRbdBhlUZ*G*j0xK6Ng%)t*-ntcd+*|WgegwwAqvf*p@G@Xx4HLb zDHBhtMi6UNzJ0qFJ;gZ(tZ&)3wzlqdOp#kYt>&=z`t?&5EKpzyn)K6y7(#+jg;DY5m%VOY)z_&MV*0>1k8^xd@9}`!cV&!bTsDh1iP| z6}r^+gASypPw3Sp@bLW@`y_Ejt}vM~KSB(7lx&BDK>@cLL5;+DTglqhtECAEC4F_f ztUs2tCf-Kld&k6+^E9I$d8A|JP`lHfWnwR+;k6cB?+XFQgr`kTPJZ+GbMM_#hS=M{ zPzZFoSU|nAvZ|^h9*RhXdXoYY#tvyKq>=I6iT19{Kxz$QmP8;sEs55Zpshx#C39-+ z*drcc!>nw}mwf$E`?}%N>r=JS^Q5~>O*eawrH+7(wUh}R?_OLRqot*FiHctGq8t6h zF$eSYD3@EfaN+fg3{^wJK^Xr_si_@g&HzZbJv!Zi+U*=Cr{3sX0qFG=aT9EqO7e`r zY)Q|aJ!@)fv!NuYH7~s4wu9w%p~eDb=U9z&0>T)>~k$5;U?fRv9jvTTuL1bLYT6l zB862mZaWy5=7mo+ZM%WFD^VuAgUlr^d*YWzV z_ByzaS9IhEWPYy-eT)`^&O?)J#X&Mdh54VjS`kqW>nm(1z-m09#(p)6Z)l012-1w7 z@iJpW=(b;tGw$ELo3P>7mb(pUv6L|$qlKKYxlvWdE`Pt}$aG`D-NnuCi;t+!@`56ulYA~-cX0%^N%%XjT{+DkXCHE z9w(Ewh*DecD`sv=u|^9?Jp-cox~~b-w*emJv)Lp zfhC;1cs8U2bj@=^Va;&-6WViy2H&u@64yxei3>&M3G&T>hz&FQWgy8E+F&c@`b6Gt)e zTH7}hEKe;xCv z#_@=;FARJ>=2QVx0u!(R!JA9_7u{q_MydE9UaPA5lPR9}9y|yIUp9w2B4*ai1>H4I zu`fePrm*G2{{5zquLLFT5p7p0j-4)DEofMfotmH8GP(LzxZ!9lE*m7~A|5vm(tQ8= zy^jGpoqc5NPI|)KyH`>oo`X!fpNw5n@W$$VX(7FlqT=Ko6O#HfSk@ugYF$C@`%)x4 zM~odC1?T~<;w0RXDQJA2W}oN5-3v+>D;g=0R|;n$UGTe-lgdqbeyx{9N+5YE zCrL?wN^DMvCC!uhpwdj`tFiBd+1DpSCO=ulQqxK>L#D=50tGYop+rTTl?{a;o*o3`Egoz$MhSoojy*pRpvR?}fFE zzZeUc2R}^*ZFu3HfLaG|GW*KQ2Z4uoO3-?TXm-aFR$UpkDBo+3;s-^W=nOZz>W~k1 z<=Fhsx1T(*|E1KgU&qrf`kPM2{Jm$WOe;V5V^bvLj zOCa#K6IOd^-=bi8IGrVu>fO7y`Rv(J>)I9FO=@q99zVW6_tPa?@?!&`3xq)+h|};b z_NjHpU^}F`NC~(^SNB@i(M_WU&cBec`F4}i2PID>&*Hx>G~YWp{>JA7H4FG-Ly#H? z$HKsR>5uWuqqZh7c^qq(R4!Jse~;Y>3l<(ooRF0G?b_72})|K+1P#oc{`cozI%4(}VKwv_VFyMHgLP}v#gvYgEN3*it^v*a`g z*`>6!91@=W2M_Lo-(nJ__WkEi5ei`%C7QDDSc9je8qkv7G&DqVcB`qcLXPf&(BrfY zjw45oBoLW#rOEVddScH`FK_uTOunF&6;B}j^oI9v0TrjUK70OL6%k*hz@t4zK4`0K z(kyT+_xDcL$yXk35yi*$QN6>oL=hEI1qNGJLZ`a?s?>IB4QD8g_qnND-PGMRVB4>Y zhs%R~C!M3}){iT7hfA+RN!sH@$MlB7di!sCga$pLz(cqYa?ET?F5JrQz_0=>!xhAk zzplty*?d6F0%`LZfMuYGXTVCUN(u_P&cCoI8|35?b+{{QUMaE(hmHIVFd7|fwfsj} z^now%IFd?9;n4{_+3o^7dmb0->TXsPD2ejE_R1n9t;HGr$t9~+C?_~% zH?VHsIkX*Yoy-`!1D8o2v_!HUmsa!ktt+saMDu_OiG4n(U0&k(KL2zZuIjLGA;)MC zz@2v63HzjJfM2Utt@7|Y<)^eI?m?hevfUd8*D%BGU)`P{vK~Y2aWe`biNh{R-cbGc z4l4;=j$L@F{WUAY43BNb#f-C?bne}|cWrAnF?d%^U0rp=i0;50Zz6&XCw}dgl~~qZ zb4*ON3X|9ANba03N}z34im(?f2bnNFt>qaq;n;66A-CbG|JRR*0keuJmkA z=tbIOJPePJqG**^uCp)Rdd9SA<=@-dX7{Y_Dv8{KIStooS%$&5T~yQ?T9>Jh&v;T+ zjzQvyNwhik9XL?XPlFYdzHS)g`cdKAm5|js8!v*MAIQwi)abtuQ{kHZ0a_*~dJK5g zoaDcIx~2`E7Lh`JBd7`~^W~N`=RlShGG=&vf(GaW1Gq7zEKxn~dYDC&hMwMG5$eG9 z5y%Wv4n^(_raUwzB)XK;4+YvX@Jly(1;kW0P#`{vK~AMuKY|;M#j@3_XNw3Q{B91A z?tuRN1qd^(GT_Ey03H0AdPv^=_J+E;>4bV`MM|%F|KY>4P@GSZPTwmnjS^pzpZ{7{ zu2yPoDPP^{Khu{}#a<#uYy5lq*!(}X)J89@d1X*|Twk`w?v8lkoioqw1l54j zx*an%R9(Fb@pAtLi`lcM!AH`8`e}JsyMvgx+ZQLXdrF5C`<_hB>ntTD3<0p@9u6Xd zflimWY14inQWG%!V+)2fAd$+cs0K!MdwE?4u8U0n{=3-9N?u@lO3El6#o66G7+A&R z?A#$bIx^h$E;fzdzQeL`$w;3ZvPb!=?TzH*UQ|NOXUz&^;Mw8Cht@IV+Y=%tkRnn zkhRV5`0?Yp(pzxBlEdYb=4teQ^r3m3w|5TQiKSzYJff`VfDVpFER7esJw6I=Eg9 zNmR3N8K8e7W&4jUUm@P$^77Eq^`f$h+wa0#irNxB6$(pFCWu*SOlI$uJi}6l7f^db zra1Y-3hn&&3Rcdk204RdT|Zh7GVA~c!>bB_`CaqY!;dGhDm8gGg`IxiZ<(6vpPvQBh`dU`8Yn9kAm`tA*=>ydG|VV zl1Ru!jqAAy^;w(qwyNjR-tC~8cy-FLu*Cj1Zs}$RK*lmNGc!rC&w2JtWWMj7r;jAZ z3E>#<(K+Si&0fm(_MQIQJ9(_6;qlupVLB~^jbFcZlq_O=vf6=C29StjsI05o!+ou$RUwb$MjW>5*RK<1^dbH=^Yfehr!g|X8QRagmp8^?IKB`F zy8**8hFi@D=V18v}yrKpf6zQklreue$p2 zp0BdYYVHw9dL?#UC*R>jRcATZu+)_iR`G$EnT8B83RX7UdfRP0XYdT(?CH%dtRDKaDDETs+Z%XjmJrPldPeLY(jF5Rb-FYo%%{eK@NG_)s<--|JFlI?_^ z5&`Nt+}x}~jI@WiQzt}CO|7%Yis^$Ot~D{E3eXp*Fc=nd%<0n-YOA79l%%4TcI8TE znQUGrDo#i>DJumAI0f)5rK7k8U# zEH$CP`1rT}*Cr^2OE$kB(B}HTU#4Z{%-Z>0;Fj>;$(?y8^)MtnNNT}eSqJer?(0)M ze*}aXj^NsfWw!1;{L+69`rjW8ndcHdbkP>SA^wrmJNUmt{J($EtoZ-_bbfcO|NW;h s9s7%39Yg=`uZh1b_x%6=SAQGNse4ni+sju7I!G+0S(#m!;=J?!06m6rT>t<8 literal 38909 zcmeFaXINF+mMyx(gqXJpQ9uO@L=^#%U;KX0ty03RLL31859*25y?q{ z0+NGBj;{@H*RE6doLzOl_v+UBao2awDTKA=nsbESTW_uPQFkTJi>{`jqoGhJtHsWo zlBQ6WBvL3;iqy;S8}lEGbof6@EKZ2YQsd=Ft$hdoUUB)1k_CmbR+Id9QRLAG0}5pa zMeNjZS=)f#MmtA|n%TLZWBg*;5ARa5oLY4t_1+u73Rd4}>60PhU%JofOBtT|;@3cX zFKvwG>~$ZST-g{NaTNBCi;`z(-K`C!^+Me_m_6Rbn%b3Z{IdXL{lgQ zjl0M!Wi0jj(AN3Kp-XS5)$$ybt}k1iRQF@m2!D)2E}vYCyxjfG9EY^uuT#r3Zx@zZ zN}=>GTeO)%aor$r<@*iciM9>7W^_PDNqo&YhFP6&L8$u=qU=QL$4f49EEr22#wL zg{?Zj9ACO}^W*#X?^nkvF^PTr^r>>Vt3obLnP*~r{Cz`%N>z+P4Sv(-KB<&$8mOFR z9QES#{f~u(CvUFYA|I!mddPA7vVWd0mqvA@RETV*xsIKKLvc}&XsS_7b&lOHmS zTxH#4r2_{J)aN;6E2rr1ba8QMFY#Acy^UA)(xvZ0jrUh>;fyqE&Lht!C?q78=V<3N z{j&)7^2s_lJ8rH-w-KxU#b>#A>8lE_+5HR`K}}tM0vKO*u5w)RH~bajANxK?3S}JuR=Uch@CHob~18 z;Ns$1x@1Ww`Cv~%e!NA;=eptGqb_+t_TBs1OM^9nf`VA3Ufeih-5bfFlBPHraMVS; z^_`mx{wtTFFO`{{9dq&3HN&cCZ|B*G4uLGLngorS$|xDRWL=4g$w^l72G?ZrZ**RzcnF^lmRPj70f1vz+H6JvBz31NePf9mg7Nd@gonb_B^tNVG{%i$y=EnS&$Ma!f)Pwm^cZ{1}fw-0i2k2KmeM`;zgW2N|tJfPK->G@IO z&tu)ISQW3PBIGby`K|DF>g8`Ighnc5$h3WYyw9SjCO9Z4J|f8etUsTbeEUc5s!R(# zmOXon-rQNQoNJ%j=+vJ!`{vClH#(lPBi&UM#a#KZ+~h$!3s{gQ!4tUS}x(|tHp!jE5HX7KjjrpeigwHJ zo?oZg!WoMN6KUO7A1xat?Oy8e{mlw&9EmNQs*)Iz%6K(_u&}T$%&Z@`o_mw?lnI%= zaom*|Kh|5OTvGz1boL2QQ1259H6qzq-CW1~*_>mlQVC zUK~+)d#%w2PZs4o$4nniwP-bZqcJM!@$cN}V{lz{tDfqTpEH=^u}9dS4Ez{`TOYI!p4;v96PIZ)o*OFW zTJ7~g`^N3t+k83Il2SCXEI&jlr$%cYeENVZf4aQ9DO_S(q4vS8`7@*bB`-e*2^o!8 z)WoZi4?Wn%_c>aKgQG;hI`*k1ufJPgL%K@6LY%Trloj@~{FEbZj(i;=mYYEKqPdRi zYlZjYyUQ>VF{7cO%uFt`)8q}in3x7sW`dnY>*%ZaEPk9LUl=0dmXs|NaM6mZ^o%10a7~q$!g=>$dq+r)H4UUcR2?`1t2Q@nk(i%C3Kg|}9lT^T{T<~wk69mQ3&R?9;uT(j_2T}tVb11CKX*$?X@UMSV)=HwjG{X{EP zozVSpWIZ0e&)dlo8_1iAmpf`>W8=mkqSuY{2>j z<48o@+9g~VjigwPP4x687QNUuVxHCmO(w~4h?Be~@$vDjvXKuxy}Zoq0!LLdE+1dM zX1nC&%ZXnCHR}pbR+_Q0Tw}48zsrLu%q-;LB_|^Cjw8N2ud-5BO#1nWo4uy#HfH@{v%UQzaoTQw986MD{TdY8!>XE**w}|u zT#az*?diFTkukWT>2_~@--y zkUQ`AtAx+6AuTQ^C#N!0Y=bwe+*!L{KfLRVtE1&&Qgln`!XhG?hiH{bO_90kmMPW= z35cbuRx(m3ZNk5Y;6g~&)8OD>l6$a?Gcz(2O|qS5vXGvb$Z{M-a*4q;v&`G?Axr8x zP4%Vw@tXJrIgKirG^9zi7yG846YXh8Pk86S7%Z^G`=nB805)>}C|0>{c4=c}aAR(s zH`P*_GoFnJV>)|c-fh@(K2rOGCvU@rfWtcx3A=npwkKz=txMI5P|Y;=<1-67c<^9~ zR?(U`)l6wzMSh?u*Bi^jYM`m{4-sUcVE!XN9_~EZ_U+sA5`VrJZym-R3@qeKEG&h`_9Enwpv)-@i}XwklRFTOKj-`#fIJbU!EP$vLA`|;nLvjdUxnZa$PI{(GSBJ{%@_VA(-l(+Lv0^HM~h< zn_lB1f?p=Zy;)hr($$)~baCy2s|rnLT&92CcBdBz|AXbM; zEz?tzP%0&avG&c+&;Mh?1}ki2fh-@Hi1YiHm6GoGa`(XlSzX=mWvgf}@gM)>hm5NAeYd z+y@U1_h%1$+`lSDuO?cKZDL}=p#N*;WM6u7tUHf++nM5xg#oo$RxypUN&~M-7?-?P zW}d53(5RaD)e$$Tr>m>%=E?@Rh7pRu5>c#QRVZm`nS$UG7~)!jC~cNMlXgDf@N;C3 zeaM^PrP%kq@mIaA=KA99qZDLV6~1nlDAIj6LV&7(O@HOoK)%`7eL0HjZP8PwZv64b zA1N1KQ3=hCw-U^UoVJ-uJ@(}7HC=DFXvpFXVJ->kxt7!8SE{09MBm=uq7Wo#m!ea= z8BqBwfVln7w_7-zBF;U1F*7x0)cNK4W(OM5H{b|X;^jXc$C>ptmR`;p27jicf&$Qw>WANCN4X;>2a(RXNqr+kUw7`SX*v&w5S{cZJlbJ4nby%Ss_jwEg%I4q&H0 z*56357r>TZ$P_uvq{Sn3gVG+J$&lj%P}}(kkLK{_QraMqW;pGw{Ge zW*z_wQ4*Ci3n=Cne|~@a&XYy_!4?h2vO9P0Ua{n-xH>$3{8$@+gb8t>K^R;19YDGp zA{-qMrbttc-Tcqk45?k&m|&(|yIxbTUd@w}o4XnzEacMLd+(69-2iB7hx4(s59oZ{ z7=j#f3vusTf4}KQF7>arKwEBDP;@9WQis*>)W9W4GXocZ1EgM@x|^M`k`MJmQzs(b z`i&d4ZEbC7u^;(_Cp(#1arL^UkSV3PK1Vzo!DP=%|Y`(}f^Gk+K)3-GGV+ygZ2brd!3w&0Vn^Cj zel^{pFE>_fsEoM4DC)bIQowYd2Lul#KoQwRq+Yx++>OxnTe?yb1%u<2-FU($}EiS&6z( z=;xaa-Oc&=?e_&-e7(4KETXhfW7x_DzZIG_a4|EtF>bopp7!wJx{{~dMP)jeDDC_E zZmfMSXg3rIJnU&2tMMoh1EmbGNJ{mvlEy|gA^Ty;OP5|$U5eYfb?aGi@d}KlRbM?1 z3csIRo)k(1w{h)$9bMg~(HbCTdNo#Dwx7b3$e`JfW+Lg$5=DKDj;DWe#vT^=4 zrA3MpL+zV3Z??w8{=l3^#I9V+*u*2aH^<0U@~H%#8`c)}-6dB4J@vHc*EyGqR(xR;glW z=?OBl8QTmD49=dv;M1`oXlQ86+>+m3q*QTcS|fNa`fV%6c3Fv0&Inccq0ib8^qI>J zQ(-?Fg3LH8Cie2&dQ~J(9eraY?6#hsnC_~W7`1F`y2F>BVgGXx9Gt9MQvQfZbmNvS zHl;kLPM`kJ+^n&F{rY=%?qqbdHgbKIUCChjAIH;n!r?=LYj8+$qEwUtOGK==XMAVB zaP&yzT@MchN5>o_@9k|zI>p7Ufb+^>D`DNe=ay%ZE7k_xF<;6*Pr^@uvAzO8H7p z#eTRF3D)Y{>!qT;izxDrj*c7Y=(;-(lA)ev#GgOm&vN1Co;KJlp)9XWH)Gt1z)Wdj zrcP|xuf&w_cw;M5{NvSwQFrG`QM+` z72QI9kJnckLYR_Q0Nr0d8C`r86&4=e4W7%LlS#$Y)O6_AFAK}9YrVm1#$0KAM*{n; z)!Tk_nwv8pIid`zgT&CvXU7+lB!bskGAMB{J46y7Z_8IIOVsG8Y#mFVb_@}*0cjNQ{+=A5m%%1<9Z ze%#!~Mga^+mUUnB(b@6Ba5EGE08z->Atb3_@)ZF2HmzIt41-1@w`qw>O`_&Wl!t1b z8@FyXko#3q1D3<2->y1$0+nE8u7i!xXsy=J=%_q6rWDj-Vthe$0s}cDha(_%{w!jw zL97fk5yEg8Rz^OWo|$Ry>WTv4&k!&YgQuWlw1Idw1_jL4+Vw{I#Vk z4Z-fv9d*tj1S-f^u=a|R;GC5t{CVXNG(dqo18VEWgb=P5<8;V&@M4UgY3gW2Ndu`? zv9u)u4oiV>uKrbe)T|B>-CKph0{pQ(;H=fp@267@tInc4`2u`MC^4{8`T!5n;3!Kb z05+mo#C;;claXg8)qP3uQ4Im>-Y=*py!TuPQfV|jEg}M}?s)dhnJ@T?1SC?Gw07;j z$-%<4JVw>*PN>ifzh=C=wQB37u5809*0*oo5ZW2z z{nXLPiK9Wc#4qgq`!gt7&M`U-KVt4e;vjcGsoFS zJq8@8-a1{-2DGmZ?JbsqZa`9Z!_P_JH*!bojr@*SMTf;9FW~q0$(#ba>!Z5&*%1dl zBU&Rrj{w`#_ctqzKIOLv*Zmw21%g8#g*Em`x^Xeh-lLG1fEIh)yGhV_F0+|(wk(a*dZe^S zEyZ10p==QX703I{o0+gELGcH&twK$8Fpc%uHVLRwb+}o;C5}deGav15i~*!;=xvBm z;EEYM>j}bi6SAOHdm5x9Ov)8`6M6w_qE>OLW)R9w*^P>j?f15D#p4f(ecV^RpUTY4 zG{E!9;~Q5q2r43s@s=`>FvhU?K>=03jSt$=A|fL0Q`y_|K6QYd4!t34oKMWYa9%K7?yP>u+Y`6iVK62|V?9_>_E{R{hNXo@3O5MGCH(K)fHNQg!mnukQ zPN=Btz4n{EK7`)i!bP^4Pl64u+OFJa!)o+=f*{n!peoaWVy4;ISwg__Irn6H6%3l{ zq@VYRiRs};SIc*99I}xAVm&!*u$oa=u)(6ykYhgWkMGf<**UnD7mPW}?%k}AYzQj? zvCnvNd}3lB^aCQ)jVg$U+`6}kZFkq)a$$s|;w$ugw>kK-HG-2$Xzb4i2^!c;VZLG~ zg^ZKp+1S~8(@NLR&xyzq#rHf?Qd0K)nH?J$83#J08P0CwGp$5&A{tBI*Gw5mE>($| zg(;|1Vw@3-$}=rGhC$18bY|dRp3ERN1Vv|lfszOj^{7wL)7I9<9Pox*OUm=K*`p~A zk}P!F%JK%Us-UU?=WKt!fjwqsW`x42$CVa89R>46nU;A|RMbO6G>{o2Dl-+Fh`;OR zRs|x#cyr^sTybc>;CH@${d&l(Nr{%i1aV>B3m^!V!w?I}9IP##Jnn?Mu+!w3te2PV zs?UV^qofeapB}p3-hl|s%FKKUfxm2C7@c#{mPdxO#15H3?2+#Se^v>!X*^o$%N5Mr zg;I$>uL*Q|B*;l9hPj(LRrOQ*5VEQ#M|$MajFlkn@)Z^3Y`_xt?2r916$cTOu#O0g zrcb5qlEGYpUM*SVO%Rv+hV|>8BUJC@<*hCY+u{3i+2$5z&|~M$olDc`GHT39#inHz zBQS-O#HjLmAc{U_7Mf`D^4qU@t;xQJ1N4r>iWMt7P1zlVu^v`$KP>tD`E$djoXis^ zPFNyU&P$f~E9U9%@1Hl>%_j8g6E}(R!ZX7%U~^6awAbf4q&rV`?LlNK zk*>)e$cq7ZA$f!d34~vQz>6PG8rCL0N6l+uMc>ra6s?pTj$$2I=Lo?JNRWhugGlnE zZ{{iB0Jg*nWC?N^R+Y3^5>UXw71z`#BafG&Z*5;6Z5s>M|nVM$7KwF{zhDJg&eZA&49gAB9AWU~3p(Igbt9Pq{9Qu$g$R zBkFsxW+uK^`=Cztmn_5=z!W(sClWz|N*FG3i$sQqaW>2Od5f?*9O^lWpeJQPO0$T8 z2vh*1I0OnSP9t9(AHb~;^g=QqB+#<%!w_zX3M=Bl5QkFU2*Gn`WJC_+8xQ;hF?krN z>hEvw^FWFxydlQPusrlG8TZxnM=JYYf7fvQd6V#NP_jNBe0%8d;c=fu@`(4T1{J&A zw)0D)9IZsK-b70q>8oxpcJkILDKK~?LfIPk{idd-j8GW@b(DR2$_;$Q^7Pzp0<(~| zZLH!|MoRl_Wx~&u<%Fe$l16PT`MJrjpm$nhuT)DwM_xG1k8=yecYn-eoPuJKg550;f&E z^(c3TZ1+>yKs6V6tw}d2$VVZ?6QV7pm)9N@0i*_V9HmziBwtY#;O6hY?b{~u{S;D9 zoOioSHazZT(|idD^__>%-sJVqf7*OSH2&_rd!FFUckSA>asB#lo#yjzU;7m4nG`H6 zEN{u4A|=h6ckjT{ewybrkaMJ!7Vn0977d|U)c3mTn~nd)@BHhI@=j1k_@MBGvLfpH zhyywtOa}s454NvdvEmUH8(!{{j7KcbU~|g?A#B>R#kaWXTktz$UZQ9d@-;;K!=wMD z;2}@&brGp2*Q43?-4}aHkY_mZ)P_ zsiGle)~6VRkWC0eZ_ILy*N5R_qnUvMt1J39eLLO%-pz(7eP)9Zu~soyEm6Fz48A7I zaU|(0)z`NEZ;l}Wt6TR(IyeEvu2ftx$p$Lfva~b43X#fb@+4jLpIomo;-FZR> zKoQp;SmsXs2Q?SD@0Q@(n8?z`LN$gUaAk$@Mp@Px?!Ug>W@JSb_v+QF$?lj0 zS-4pIh1uj|zhqo#?Ju5S(7B~~IBUK*Dxkl#-lpIcLPaP9vi1*NqM*W(x2cOs1NRad z&VLliKN18x>P0Waiy+4#F(UseB&e5MSxrm_&3R750AgovAMH3XG&$bt;r;ZfT~Q4; zFeGtNT)ldAXn0r_>yi+MxZ0Vl1Ky`d%hqgHVH#m1O4NgaNXLY41@YwXM-tm~@_wq7mlMGY0mP_*o&h#` z%`r9WG((oZ!Ek38&8k&|6$Sej2P|O#ZBF^+rJH$kvkt(DjYCiHp!VHS5h>7JfH{=l zzmZ4j1YgW^Y?|h>RP8DmFyI8KV>ML#Y%L;j(`ja;#;`dr7ozoZ7z_6C^2&P>^0{~x zrBvGV9OSc)5S)Neq!G)dWn@M$!qGMZP1rgzX;)7n_Cp;$A~e;TY(HA3*Z%$c3v9Eq zS?l8=vrD47NEu$cV#SA_BRYID`&n7fg7uIAz0fu=kbp3Lo)q9PWK}0<1c&gHBL)x= zsjn$_-mtZjE9V&?tI?}#OYMI=)jMQTe`ut)PR6q`%gP9W5mY$wFnIw-SG|Oy^%%jI zxQldu&CS`|1L`yaUqO;8O2$1X?ScCYNri+GcLY|C+U-3M2uLahKU4`P3G8lI5bu+O z0FgmTJ_53?Pd7_ISb?YDSYx)0FP1ROEwS!fz>^OpvdYSSc+3QBRKheOzocZn!$KlO+1ayaiJm2!ZmNbVUNs?i z)DIBAyrF{xi30wAq?kb4UAE*uZ-mOoGZa3iZue2~bLWU(jM%F*TxR63OCMWm9U%G7YS16w#exHVrdArdE7&fqnYSH-8`Z-IGeP$0Ui;=)lmXd0=IKw) zY_G&v!_6k{>fOjcAP>5mj1c4}v8pQVdWD(FxiPns^+zSU@3@o{%?5JW9G% z>ZyiuNbKUI{D%zI-rpaOAlI2(DqLaH>=dz?Ls^lY$QPcW@oL%1^`sOeMKs>-CtwpV z7wNN!bzT#!it(*_IXjj=7bWh?>32ZumYn2c9iUtLiFV%+co&qZ@|toT2turUazHDV zDi$GYAL>P7`$J#>pK2s$f#?QqE!;zR@_o6mRky7F*fGyrYv`i^a+R-@vBLz3bvrKz zLNZsZZwA7IqEP(fFeYzY@BTmVrCVjF9~l9)rD}ip<8@5KVUX0!QTk;sY*LyZY~^Ma zyS{vF+6@KIHf$qY>^WPgjPREL!+q#~i9sAJ-LwGu6?JV}zP+Vp zZ(%gV+6L3?lNxBcnT{?RY8O4A0}@)IpQlwaoS2=^?`hVoN!zyZkp7nzcSHNGFyBLV zL)s`=kHcQ3fLSA27s5zm*_F_3Oli=IBe0o?^-liy9p)K$E3C(o`B>S~>#{GfoP8{b z%|U1YkU34e6Eo|uZmilrZX(W9QjIpC+Ka`CFhtGflLoXBb?)gw|B_$FoH?t>ZyVoJ4TcOA$z8)0Ho}pOZ2H)S@o&4c%MjWwVXUYtl{hO~7>;tAM zT0YLN(IyX>g!d{eFW^SNs}{T>HY)NCgesd9jp}PPkmo;-W?+ZNASR_PlCM5ss$S8l z3r|)pebq1`XAIQ&d-v~GAl&evcFN4kiU!+7Dl5#WcSvh!Xeexdh6EZQp*{!eNos3S zR3aDcJ|FO;kE+Q=`PaL) zZ689wC@4?jS;akxj0jh!p33c9o;*{VqkT(FJ=?nNTaR)9ocW}oK4N8JIthL;J@y-l z36l8{BEm7dM!-a%*=JuyK<$BuC8uczUdnOq_2H5DMh8F7l3>6O;#&a9M}L$ z2l6>cO2Vc32|Hzx%nz@E^5&Gesh?p}W5T4`yUege(e*ms^^vTlEu1L=H+yvXmLFTN z>-76l&5gIN1qpQyOFpChJ>2U^Zv!lb*lE5XO4H1m<9~IOHW=sojuCmrRSPcjHS)+& zP_26i?^*WZCRF=N>CLFvA+<5eZvIiSm z#)l-6244TupDkF8)=z+&Y-m&u5m_z9w>dSRzwHP-CL9rs_}7_y{&BEUvangRYe?kK zW61)Sh;@_(*TC}?n?~Houp&ugMG~>v-zm8|YqHd3HU#Ay@vOksthRTcyW23+!$sqb z6AT;HTcVa@>;_8<=oDQy&_Z5}*T|2@{z1x=K)#f>watLd1UI-Z4sJ4H`vMTut&4!Y zo=E7#NldUas2p!pBCwQUUs^{&Hi7EYY*IS&SztgPxn4Qr@^g}PK5>`sWnnq3;WXln zHzc4cZ0n@s)X0kk%Nb?aRSvJ34BqbT;}g#4Jbv6^v{x!dK28>VlK33#q{_tIjlC$F zpe}?$Gse9ABf+P{>k6LXJg7QSQ4$pg#6=HmvkAm!inuf2K5zx?3mZ3X48=Nf;3DFb0SWfYDyWZwe%+51g9?ODA;6OJhCvz%BSBBqR`u2gwoNReZ3% zR~I($`XrtE;SemO!_E?wfgoIBS;Q*DN6urOiE-b;S!O^I=$HiQ|D52GM%^fvWobZ? z_aqQU1X2cR37H&lnTvsLUES|6h^n+3nuILm9$vGiSTK5>FglaY1>(wVUD#O`I}5H= zh+jy~S4gz5v2yPn@`h z(I*rb2%W}*m)MJu+u<&K0l;GjXEoVcs5nP@lS`v7e|t^pkS2!#A;Mmv+Li=M4(jX> z=^e1XzS8T1W$}m~ipso+AKPFfbReaDF8YK6<}FGi48{$1Dk{158fn;l7TF#s*5oM|2gu(1)i3|ijEKy&kt znXD~!LLP*?LSc)F!jlvrFqotKW!t;=41wEK-+!SLpEv*G;SI3N$T%REhaq)DUkDbq zZocm7N~$&3TsYp-}USn6BRT!@ONkDlNB z)Z%xmC66^yCN^b^+%_4U3kwpfsvFVc32&yI4S0HTdTal;B5L--95A%YB}fZ3oK6qC zdjI~)f5nhxh^MRAENIm(>n<)TPy>jO5fNF|^9OF9atu5<+MDqD_w8s}>uvs&p4p&v zq9!MPCcFk8{-X!Qu(64)1rTiewLT|{Zw>HUuqKQW?{*FRjJX6JTO*bCe_7g5;9 zg;wCtmxaMI(IV-JNu$)?uDXI!`*Bi;wEMZXLSom1!7Y`*yNt`P%EBnFkQ0e-3jP{$ z?K!YXYu;+Cn|CG@^d;UAAiw=bE5To;g8%WK{9-~@78J696aaumRVxWyBBXf!<^{D$ zw-B^aXse>W*HlGZZ>nzCwk;+xaX)c%;AMM8XZ4fci;Z4wjrn>&H}ZQ*OC>c~k^lFn ze;b2`OlSv?NAw}g5z-RsUT1Slv4y{{|JL0}HCQ@`x*__^qg_WVemrm<|F#^9Onqu> zKq1d@V!PVBdxB#7{s7g=bfTn_#tsz8@b?j~EAmeyVv4Bm{KBU&ELx(NL6RzA0AaLy znL@Na*a6Hh&YNE-EmFr_N7j)ZzAzQH0FWCqT7Gb6>Qxu^t1ts$q=Tb z+X7#UJ~ZW2{7*M`KWia55<=7?6{Uy|5qiT zBu~&pFx1C`l2V+sb#Ul`*H3;5^~cAeqCI1r3%kE%Zrw$p8~E}UFx#`j>5U9poYoAp zMKpl65lA>XZrulj&z(U?hMOe=3Eiw~3rbMXpTs2WlQuUq;9`%)KZ}tg3%AHj6?>at zG+D^ZVxF3`b)!@8gSK~fN5lN0T#ry#6(YJ8>=dLWEl<-21w?5fV}n%5p_U~Jp;8vm z#(eBI=YGm{&Q<;q;_ zdUru{`dZe$V++L3g}eLrX0d-3*Y9UA)%@0pj+uUEyWz10t|~f6GUVg$B^+-Kmc9Dl zmvsITcN9doxZYNPNcD&Al9$J%Xg0pB zUb@fSSl&VViuk@uRY}yG-sK5VC*+iMWX$AzG}fD}KYd#E;lVq*1TH;fS@Qk?d!5(R z)OBtJnadnr4%~M6pMR!2&Gd4-CHSvlJ)`EiHr zEOHg?%;Y5+@+VRVd0R_QdBnD7kEm(7ig54+;o#DK!ue5LskLZtL6hE3n<7B-`T^BS zO)r0cHjg4LoB1?->;{d*lfkK(A^TkGqT{qLZ>%F9`WN3JMH+SRDk$6gXIlIFTjqGz zPr0MY&(Ck3-8eMii2qm@&0pdaEnJzjx30Z<)+n`3ccUV;|JSdoc7hDqTJvAPEfI42 zPcOhOS^d{Hng@JqdQt_}yuQP7WBwi3mH*pA^ndL3{|9gR?-$8mBXFsAjq7`FFE6I_ z29Ds;J;9}VHrvU-9=ma1)yZ3$dudnI(=XK&xq34ZRi}4R>q~+8jJo5*&E4n5XPoVF z)w5f7JWyQNwEwUW|N4&F#WA-?JxZKwh#+m|nWPyGW^!}|mi6l|%%l6Mt8$Blr+T?L zR5K*!raO+NTJ^}w;gu~6Fb1nf8QOA4B^61C6qbdBf0=k3` zRD1|#bqGl!_~$_hnXAW+fdB>5=6?ttJ7PvhlS~|``%t1bIQ_P{8jD`tBvMybM|V*B zj=Do1&rGl0Q5gszc_ZUPL*}^?Km3W1^*AsvE-5LA?ks`70CuVy6*bX=)o-AzV0z1VMiq{F30zE`UgA2_Gn3!^uj%;FtE+tZI z_V%ZQ(RDSixj~~kcf#ehwBSAM1 z?v{+B)eP#qDopma4GUQ2@LF+dqc7kDEvw`dlvw1T)Ww)|&!TLVZ(#Zz);22g7`7B# z9h#aUo#bd`CFYAvRZcPK9qWiRY&BA)&=4?RB2fyI_9hxC%FFv;PCjP|LL@_gZL!VD+ zhgWGwvcMX0p&hSjZ|#J~a@Ddv_iOt@3TToc*Qr^Q@MQh)Gm@2-et`{P04|iAS-~6y zT9UYda?}%`j~SnLaE9CNW9!dadP1~P);&M5VfVCiKK|TzWt|9ydN0~r(7!^OIQ!fe z#!b?wa@NX_yq!Y1^Y?-MpNE-fO=tte0*~VmyaNJAf96?F;zt(f&o~JVERBEX{KZ|9 z-_+7S#aMdM7Q~ z4SmF{g|~*mLS$I87Mu%d>z3$RcwfL>mK!|!;3i<#pMRye!`dpirUkMMuh9THswQZOeE>aYN*}%w_)7yM~ zj@+Fcvhe##Iw|Yrk>Z>gEmSDmn*QyUXmCBUGJr(ndZoQkkS94k|p@>Z?_an%>FZb&K8$eBbi543$JAhJvjRlCVSYR`R-qr7J6nXEM!f z-#jtn+=#aX;DiG5YH=W+8^|3CB3=))i`UXGtb%9N7dMR20foPS8q=__Nhr_cNlb-{ ztP-@NO`xD%dH>#p8%4OE9co0LBS6fEMD6Q&-BCM_N0Y9Pl-H9-U^me z*X9OeAL64AGqEEdl&JV|X#Q57aguuk?oJa}c=Tg&g}eLLw}3$>{oiDLtmMo%MmS|y zQ}{hNI5?`{77juEMoiCG$M&sme1?Y)%wMfwjATCqH$!wBV#&lf1wMLorP}3raYKs1 zuj?+K(F4zevnz;a6gkp!*lkL-(Xv9qzV~Gj5p0R$6B=o?w}N^Uc*xQtKOj{qKw*d7 zmq+vU4aO^_3k&r#qtCiqQds0b0kH?8H1eIB?fe;&kK4nE00#(RLJ`i08Kpz8ABKoZ zw7f>*zzCIXZ#{7M3BdtSf#d!lC!^3Exb()ZWMQuiYDrzZSq9VoFev-T#6(H#C(yvh z6`jw6|0M1EV$E5vCgC_Gy@6=ysLEo8tt9=c`F%7+3)2hQN`hxU+F`=R#wMq(9)Is1 z4HSWx(9lz;SrueAdM(8CW42|&H|mg;`=1Df6UG^W3p^!>_3h8Ms=&ov#@A#Gg9owW zBW8u%X0Sg4(;+e7zV=(d8OJUylMggU!Gh+!8$Jvor|^WC;S_vf(KszVPY=NAoUH_x2+gaw7r7!Wws ziP^Pe#qV_@a&^;A((-h1zdpx$RjB@>1I=7wS-(CDpeZI4Bn8Z?nps$Da*~py4Z{#t zsQP@D{2!&kE=}AwKc9I2bou*p6q=i4D+=(OnTyYFGM3X`wp%w$X1t038$KQu!Nb(rO+% z!ijYRQHK=huLFKZ?&)Vp)6vna*-Q(gTxp1KxbPz-Z}mSZ<=!!%_6Z2sp4n*H6T1+z z{+o-(cS_Xjc^68uYNdraJ{-KN@S!Fx&9dv(qQ{>|UEFDGZeh{>)3(=rekAWmK3}n6 zVMX;Hre^Z_9drN7Rp37Z3-@0NP5( zrJG;xo?qTY3z@`~dXwM&Z(~#KBldmn*Y{sqvG4$t|D-tnt0wtxE?oaZxKNr{KCge%odWsSG>e0<!QQOPu#UC4`zj7vzXaDwjj(C48x5FD9=7W zpQi}ApIo~}B@xV{cD3BKQHoj2ZsgbFE&h5=xyG$YhBXns;cU6=x#3!YGUmof;TM9= z-(5=K0a<{rj?{wtV&mS`d-KF|{`k7Wx=2ck$43;Ex?{wPi;t*O7P|*zE~7khUwCr} z-eOo8`l#`Mq4%Xt4fKmB-ORjK7Pf$E$UmEhUQ%QJ=jiuDEsiz#*m`BQPJ4blQf2gxkaGv$o@<_qB#+Jmve;!al7$==~@_Q*EH<6I#GtPe=EpHCU%FBoQo8>8ivL+51&fH;X=*~_3 zit`)onft}H?2ZutMmjK_fHIJQdNYh8R=T(3kKYuYo3`N5|5DJ8??3ezF$P(>mcEre z+<(6lIq$bDeaT4(6+Y>dBxk5Vdo($>jAB($Q@U!b ztL%bz`Hs^P8~l`OEOayKV-V>o^duCX9lB_8Z~(^VBYV?Vm;tV)%C z2eHO@+bZUw-A0pbU61hqr}omYPhZTo8Iaf1d=4v&p3O!|q}S}!r_1Rh8E)K#r|)=r z{;~Az;(G&sBrLJH)_A2-(XIUvvQ2Z;Ud7OYYF8$`_(c@gU)QPFr~-tYaC%EgIpmOG zVvDC;MS7GV!hBLH^6~L8B*uaq+m|3UIkP%<35~a0hk8^nHmL-_Mru6*IH9Zr4P*nk zGqYrDsEib2%GRo6eakuz=Bb%@uXs=ZfveCJLcFg4RN|hhoHhI&xn1G@!#Hrw097H; zb8re+99u$;G^uQ?K9LSk6otf7{QAa<>UO+{Q5IEr49C8Ox|Vv6?#0utC<59$I?!4{ zj#iTfarD{l>upBoNQeYd1f9LPtLNkQ;Gf{_Q>hIg<;b@aw2$VuLI)7Ezi z^Vg8H(BIYl5ICF-XDXqzinX@We^)Ka=w$i10ngI)R4=FuWf~!rjO@PE_|h*_J~vj1 zQ};ZCWeJVXBeBINePO%o3`iHha6v&%u4?V9-2%#~;`~LZ=fkN2yEHVfJpZoseUk=P z(|l!j?9@ElDVxm>zVq=io|{xLYxZ$+${QQ^D)|<@eXCRxd|{rs4{+%=X>mLtd_db+ z=+~*q`u>{A=VHrKB}|PLHXz$la^&P-{^6Q8)CLb3JBH-k(X#W3O@gq)?DU6o6s^ltq+G_p61-G{r7z~=(HV^^0xt2Uo} z`i)_>S5qkVc3c8K_dMA?4Wfr)$nkmASnFlo!{mags1bGr{k*$VD`uxyy|tykG+k(< z*oh52_8MD)9o6cz^LSf7T|T;9?-nVuB>g3U)dS2opU|jDpotC@^*r>vXbFLiCU)d% zl#bL17iOSCS#Q6sW=88TT8a0{Tk=JeRr>@ z#y|XbAsyc%`n=#o?X=D}4a?&nms%G|F2rXgjiY{Jkql}xkt0_223h6B<$ZUoecEcZ zC4vP5|Cpy{T@%PBjq7qw{}lUaIOjF`u{Y2_#hol6!L*s_ftZCL3g217U;6h_bJMWjkjVF+ic<5io?jYr#yCR*uSlMSn&L0U)A;*5r}{6HioYL(e=FM- zmTq`ZhS{)NTaoy=jO{>eyx>?JH zaw-TQN=$mT-_hSIpdqSdUte7YAe7!dex(JQCb`Yl^1thHSnu;f#}43{8%kOe)NkM*ACoL z#;xvSW$g~&j$vhELoXexnpKq?u&Wng193{B8k!C>K>!i=^tL}j(rDaLCHa4vgmn?> z9S06{gX~2kq|gdMo1dCJl38O7&z;Z-^tUXvpQ06~VL2 zT`?~V0raCIBf<8k_6hGW$1p^_cyR)EX)U^F*LlPO*E547e3#0~$~;2}8~f&U+t)w6 z0FNI>0w`F&J#k~dLnv)1o|GhwL28~9GsZK()cqJ+2|9s1);N*Gu=n_EC0+hz5oH4J0g zx-kIg$Lt{uloEkQWwA;1 z`wuAFVD-K zsKXRt+=0RFvE}G}|G6LLnMATcQ^V=grvt524Gg0C^QKJ0a6}@ydrAKwG1o!mCJ&h2 zXstp!uxW4xOQb8cM!kY~0HmaLRveO(m*3s>NoxoqgB8vxHUhCtlxNcNK+a5#iU=yl zUSSafC0+@^EdrA*S+3yGDB*WV3g?f&FRVaIV*xh2@DK5Az=hn zX&0J1P@H*LzFN9Pv3bv-Jm4{D97RM z*byinAYw@3tB7Hq2zclalG4=;CnFUTpLG_erGENI^?C8^y>(KvQ+EwWi#6w5_@3}D z&g{?kqkmix}xXm>s-*R3H5oBr1lI z9su+v;$(cgjDaJD#4iG)MOiW@BTn1K>_lMEpP4l5b*k9*yu4f*M~|LCZ*ds99zuz( zLJX5}4dhHEgdgGtz~1BxE{z~X6sDUPJfMywpu>BAqj<{{j#IBD#~?usjl{9icyLHv zzRYUYbvoqeTlB^4O{j@Mr!nYRh`MmS z;J8!?&rmQR(AJ{S%c3_E1S4e_Y81%9JxSPUdxeD5h*}SAj|?U`3jU9qw#;n%_Lae@ zLYf!FG-l$tVOx0g=sCJp#E(p+)@PnAK>@5roE)UfTg~z3Tl>LR%dJ`p7QKBFQ1>VT z?em_YPmzBG|HNhhge~{UsWwdy^&?&S9C5=_jy2 zLBmN7jD;kq7?QbR6V=Db!mQA1VeK3)Iyx(bBVEY(^2D9f&hMZ zn)}j6D*LYOT}qKIk&sNG5=y2t7)r>NOi`PZY?6>NHJBx3tSE&jLuA-O#+0GRP%>mH z6_U&{6v_A=znyfH7Ms_jpvj_T|Nhwt`dfIT}Mq^Z^UFOhV;sUT1Dx|97 zap}LC6P{J=U^6Dc4D<(Xd8qH@Rf5)(-<2EArx2Y2tShOzz?KaKNj_~@ob_I;kKQI3 zyWafODSe{20#ynz>bdq@1HhswwC5-OQRIwFPQ_8T!5>jl5-w)P-3tQ~M^@k8-#@%g zYRNFP!bm+2N@xbKv>#$Gb)*7$k&ZUfD-Sf`I*SflNr>@A8?QsY00)z;k$LDhlOx4IKz4-B{r9+OsWhJT0Cw1?_5sJt_KGG{kVc2Oxnm^|M&ynRn(3 z39!$SxNbzowZP#k(Q`t-B!hWWc}=`d95*^zVlg1$STuPiU}qCkQ`_j|v%P(N4^;ow z=+(lJnpSahb4R0LSRP5ulOygP@P^6ne#o9L{KlMv1Kx|nSPN1AS|xPRUcp6ihJEct zQBQ4mH+^U)ve*i6S@wdvE|kqY2Nv0hR$0?uC_Zm__Is$Uey&E(i!Kn{o|=~SR!UM* z?r@X*A#LqiT=*Q6&7BcAW@ctzWVYQI__!C~suqT+8LEUkp^fn#ob)Fp*TK84!+1`e z`|nOK3?3_$RYk4fFH}2NqcmstsWOTjw&e@N?eKcfAzqvV)Y6NB2g`dA5dhJ~$!DW` zfk5BmBcf3zofENo`aIl6FKleBp32{f7&y{N8W-QezIQ14uZ5yiG-@Zv3ZS&>JOqg! zc$Jp6JEG7|VYFyydk)kltU-X+!e@C6{ZV%63Ah3j5>3_t4N9IT<-X57b7x>TYZz&1 zvg9>jej;(&@;*U=&>6{VYe-Izw^0EkZFyJ^;c~j0lHf1+3G%FH`h1T%FK6`M^(i<% z7RQ>cVr8v8D0roUAKu^!Br+brFy=fRg`U6_+^+{{8wc?^X-YcQtRY157u+;9IT}V< z&i!}4#YK!uk&=?ibtpw;We#eSdJ+HpvMuO@T2xe6m<3LAv;2EG%MsA5GQec-VWU6E zA8ukW82GO|yO4@Kj&0}5zK8C0Z#&V!nS;tgvOri0&y$Piy4bLut+bD*<{EH%UJI{d z+6DqP3f8ALRI$Tm^QKKvcpS^h5E-%@sOy)Llzis_t-Ew(2UyN`I)@J{v}GJWgR>op zA4K=8!inwocf$+(0zkswSYu&p(Yk43Dfye`TqSTR5=N|`Qq@Q3)_PisYe|VO9e$hi zo{^6E@H&sH^yp+_u7FjJA4+#98rV$KGVhx?1(H?GaSei`8ZjOQR-*7$2< z$=Px*Y;Ejw2^0sQ5*uqUgU9-(&WUSE5C%RS-3z%8TqkG{4xqugUik^I*jXeKW=a=l zRfp~jpk;Y~xC_D$%n>+1iu1v`k9z&t3t^<=hxEw&AsA6CyUA=e)eyaKXtLaboeh2e z#o#?owmeF95ZP(tW8#lO8HN;05wHRORJTVZclStvvI?o)Adw215lGqWR{*hAsbd4R zQp}lcl1=iiaKv_i=0vX^{loV2Y*f--iCsv7$03bUsGw{nV(ITgSWd50uG0hH29PD4 zeb7I-%;p+-euEtf>6C}2h4!>QMLWYNza5$TLUg-G9}GfAL)@g?%j0wsbr4B?(z_0q zO^O_e0Anj8cm`^RK%+v7dc9?OlcC-@Co)hQ@>D(bqr$_2+)9IJ=jG6tk4MS-Z%BaNN^ zv_Ua~X@07pG_SG??X8%EaS@3h2SZqU_#H_qsh}gjQT+SEp;laBhp%KVh27Dk;#C?v zCmy3{B9`VOvtsTt7wy91(b)%*+A}<_2jN{f`U9W93nu z7p6)xdDP91p&S)fb_hXuYv;n0BB={Q1@`&k$$LbqiPT-S^MCw4PU}p4s@S5g_aV z2+_BZI|~ql4E6x(wF^2Zuy`n-1dm`qge;Q?_6C~6=HJJO`FOwDqU0O{5Kn8Sv(nVU z;@hR0d7y>Ta0*DR23#4Eb*H0~F{~vM?e3&F7xiN#t|dD}hV6Wa@|5&@6^EsdgS3D- zvQngCiA1PmUm+TxkvFn*@EHom#gRlqvsDAWd$MA!UO%eVh<*%dK2KLK>Q4y%cW*8U zxp}>-tGg#gFd9%0(>WXpBA$Q}Thm+YP*H@WCuAb_Jcgf7ze}DH-LuFAWQ2Yp_6OOY z;>CqoQur?DJ}g73>q*sg+cQXFt=nmdy)Xj@|D&#}3*z}w`3q@6MIk&xQ$-_v59j{`j6W2vv^o!9+0JM zLy0(D;6DBuhQ&mhp(b6aBzOzk%rK$9)OWhRs4{DAbF>WY$&| zBk~1UC8JrNe?J4^%zCdWITANvz=j(-?lY=n2WnSM;~|MSETNGmU$2txC+S6EJ5kwK z&6f_pNeV_$>gv|oaV@?|1vDR;%uJ9h2wAddnwePFaxNcksiLz%AN)y{|!#w0ZJ;2e2t*kGKR zR2Xdljw8TNU{@X9JFQagw6?PP_tQ_=LgN9Z({pp1+aJ}ATucYZDVm#jM|PidHh}Ro z28%ff0it&!7mvMQN5l(a28a7DxCzqOva{u4A;8U0UVGajGw{q4IAT+|Xf+`Ztq(wT zq(y?rBH%8Qx_h91q9I1A1c*U=Ea#pCgA2)C2hf!Hg3?5bnZTFPwc+96cahaqo+>ok zE_nzn85%QOVfLwKSf!|~thXE7qi{{dvFZ{)P0;U_=8naOZ#Y*jL-Q3X*BQWcx>)5--!~#i5kWsjpO}PN%=QK za3dz|(|)3l0!7M9G6IamdWgb^?$-<=)%fEM&ozWR#(W=VT5AwzPDI4utfwQv zb%~HM*#< zqOB9bx1rXE_??IWTg(=yjaWn{EByBW>ZI^hhr;u8h+-0Arh|D=(nNW%j(Hb`FM=)` zLS7j>#CHbIXLz4~GZevS5D86NjQB&*JDIl$Lwpz=3b=r@ufWB|5_5l6xi-mXuuDId zv)r|Lb7gcfpK01GLgup|@JLin$a6d}(HE&lys`U!^8Dh|Po?c?PK!*_eYI>mn939E zyR*u(f;RLQhi}+^_qurT@92)>&wJiYSSKrbJ4CtL8r@5}7xp5m&GVJN;gN>gFFa4X zIpf56gA)+q%+J44W)F$8IOhL*)~opEQ00Z*+VZH(zTJK95Bp}bwhU3L+6jFt+6rCJ zTKejgkVn|f|0oqMa#69d0zmu~2mBzat@B7l0HLwEwl*tp=k3VI0Jz!pxG(_$0c$*` zb97JYUkhjeV~R;Wjb}8})#DyNUIuJ-_0}!+T+?map{pwD+dnW62!j%6w~d{hU7U** zr7(Q^j2{gQ4Xp~*6fLp)JEQlcX`{3>JEHXE`n#`oeEz%v)B&#yeHp$Km^TF0Ey&=q z?BCKqqn)>am_((d*eF}xY$I z7r?UoyDm@=|L@b#ST07r`sB$LNd0_DQH^tA)j$aN=CG=Je$C|H4^2&uPzb?itHtYg zft_O3|C>9Fb?#OAr&lLoZwOsw?~WJsz&xz1f`Tf*od&d) zy9_q7pu49$J+mYT*#IwL{rVo-EYb`@RE8%QB1&4_{R!=pP7ENBG)>0x6)Qv~B@g}n z<)q^>(!OqLYD!C6`|7JxYno_39%~U(AR86eVmt1=_{V$tbLYZ!c=uOrZ9KZVx`=pE zwW6O%Kut|vRwya?FUy2?F5tEVL z-s^}Cf+D(l=8+~`hP%?eKk-We7^JlzN-BJoFj0)W9^rFE>g>;*+poTZFH|9U!~KW| z3+yzns+SUGKFR}@0!U8zU?Ijk zuxJ=2wi<_`TjB4%pO-(gjeh4 z<7=#5L)EjZr$c?(X}x;;I-`OHYp{aHYsq(+o}I<{ZIAvaOe0hU@+YaqlgNyCotNs;;f&5;aE) z(6xdNw^i7|wR*pCpmjE{?X8Oq2F^a2_S~12Z@(VF-wwpnQYO!qLBseJww>rXh=_}? zgr3Z6@GDtR27?I!%<9JR%gWE!go9aP^d`*XmssarCZ9)-gz&*oS7J+STuBW-B^!0h z(vk^!Q&!g232|{0i3nDh;Bs`PG@@(X192*?z(D|wIpiEb%piExCa4nv-ZdAFIbOO{ zg?5I1{Z4jtVGnjyi^>%6#C-mbm50+rC!Qlr z@ki#H{JXD$>3@mVA0?-5j>}xxL`9yLjTx^sr;YMO%NnDZ`z<;hG<8%Bl+8a0AUMWJhsZ*7nsPW5fmxe|x*LXSXhF{<{kRaYbKU z>;WJ!p_xLZ_xNS0ZQJa`Vq#)r0OZvPW-76-x3|NW&C|qoRs!{7M)sz-n z{=FC3Ak|L;ry$;5&xiEFhGopmbYxYg5m04=6kwQ_3c?QEIGI@m8Yt|}9Y0`UsM?U% z?Jh=2ue!dTCyC!D&0u`u`GFGd%#02`4t)OWwzf8gbqg|k@ohtm0EapcmDU6Dl_NH} z0LlOpe*c5YIlaOHuZ`J}qMU;h&mHhm0k>{t%H&1JOx+e7PrDv6|Mc~1HL%Yj)bJDl zeWK=Th^-{jWX;KkH+&dyK~wNyKw%8L+z)2HyBHaxjs9x;LF2B;M8{H~7&QUGXzMfs zfH%xEBN>sDNSf(eceJdCQ90*vR@K#w%*=G)Jbsgdn{?sFrpuT#LIwKX9IJa!A|eQ) zQH1M-)!f?t@`~J7#1WSktrHuynEk%p64)`Nh2V#1jS+cv1+OjMeOPCLj4{oJr!+Vu zLGoX3_*y{0Ezp8TSOqqDh$`(fR3Cu?kaO* z2QW8A7+Yc}&INr!qVOSS_u21Wyke9Nzqz;U<~swvoo8JqWG7rLcJQL@>UPQO&%Mv` z^OI2@5RIHmYsO>4)PAHig+&q&7{D=<%ugL}+1hBqIBmtvEZev|g@~Mx) zKbqi|nwr3b#KZvrUv+ho7kHMFL(=FCh`QjCZ@rn0K2D+VoTsYqH$pp4K#CKKJA_@q zjwM5|(#gf;F=o#YEx&0qkp!HbBZ#y;7wd`y_a61m2ECl`7MKT*nLUck^^M`-;c9%} z@W@Ebr%zEx^PTJ~4U0ldycuFIe0yBPIXH}sjMi`%I5=#_m`*=nUM=;AHe2X1_w@H` zq3)CvHV=L-kcJScANCs2${K^y<}X0%6J6h-FU*OJHr(~9^S{?p!_{Hr)_U%mb(Z60 z``vDr8916(1YsJC_#la45s?{WrnORy3<1+Pj8EQAHIgWD{Lai_{O}BnRdrq6O{D8} zvAOC-uEmN7i?E~!{`adJ%M>Gb4HTPzH43ipcyUP@Ax0%@5-To$gysnKbX2iY(L$Y^RKhr20kf0U#rRbjt)WGBzm;D>qL{Hot>Rd zo=!2F=;g)1DX5qz=Xj&lkCRI;QF9v)j7t{nv9>W$k({f&e;yPe&272o&T5_h`dLWjO(S$1$Ii#Yvqmbr@1&dpUkMPv z1Vh`1PIHW!3R&4zE4a;*F zHq&i-3iS^kvFQLT*MTa!VJa`9b$Q4|%6oLwo4ZEzXiw^}li8<_ANOUpeMeqq2QS-7 zcJ?Y{@YZl}_=1?>;^wBKAN?|F$!|wT2a)Jt-;c>t_V!W;ZjHX@=xjcc(R6JctG|iT z?92=uS%!X$AiMR}Lt8vT+wsxZ7w7swH@nSuSde+ThR6ex*Fs?FLIjohpyo!r85=Vb z((XJ4=?GFp4;?x*{rB%iP_NBBcQRWrojD%3)`VksZ%j;#{>hU!K~GRpq}(}iRB)qC z0l@&E9K3jOClO<{k>|^i<(ycs+k4~7@n834rpAmWzfw>@oM9O*Z3V!NF*SaO*H7Vp zKcZ1LcF$&Bxg^rF4IEQ8A8YlvNFCMK_-AIIvi#)#|b z>swKL@)nF}`I|S((GsAaYJ^djtAO3Jpi2(r_~meUBHPIfp4@Yvxp62cX$}+wG+l5* zDxFrcEqsS!Qfv!*e!VO1{9LU1PVxyK+jYLcW?1Uga0-<${|)eHG#c#`Vp&?Tn*yYk ze39E~P2HBCpMSyC6>6%?a9RX1iKu~*YeX^8fx*+*}WlY&@b24w=f1R){m=;1b$QKfNWv6Pipo zir$4xY`WpCm2cm&V)bcxw(CMP69W{{kbBMFewTfx+AT0bEcB% zi4&PgW@ctPPQSgoI4*6uI@HW+5g0{;yC?G3pFe;-inkv;SOvpC3<8o*uV8n=aNChR z4Yb?)*DD@`5aj2jvygL8*VKf<7dwKw8~5+?fM3amdKW=S9$xzTYe2xLzkGWn^qjqY z1DeybV?EfNNB>@(-Bu}>SfyMMoZUV*+qt-z8r~1Q%#&GDezCl~d_da!FUcpY;Q+D- z)=F$7HCz4Yj(&nva`0K^33rs+QQ?z;zXsqa33M{tzkdlzha%xiyyw0PsT(OMcf%F_ z2H{M^c4I%+9`Jf3h^mZP%lQBQYZ^tfV*Yde0d&G8IvW}`>~tZ4&+wdyx-{BgzA!SQl)7|*}hB7*uevEs4Us}Q?u z;9arjAetZj>?l5jx}zj?VeBawu}D5GS1G8hdn((lQGai;``Y!x1Ei(_j+e;QViv9~>;(<~MuYr=)-nAQO#uJA^T2@dOX)=&<20sZ?r$;6Y>`sxc+USK#fl;0Jex4fkdi#sss78DY~ z)yJOjwy0oF>`id&ht!Sxq7knGY>83BNmYfqx`J)O*Fs04FGK6Q(H4_JXIOME<4))K zB9lGi@^|7i0ntf@)U}&+;&4()=FJ9Eeu<8PNLo-P;$Bpniee~&h+E;4Di0a+#h&k_ z08v!a(XY>L!kPeuC9H+;fUx+m$<76H-LAPbX;wAW%d*Uf&ZL9R#h4bpu{?6Cx;Hg zdJ?=#lFA5?f*@so80+;F<m+*x9?uYAVoxiaZF;0H`{23FU*B~oL zhy$cPSOL3hA1JaT!xIo3%%pETxY5v2SFsPm>CD2O6)-+6_E-Pvl_V?Qr#FT}rqz`KBwr=A}_HtyNOhb4hk=j!}} z9yNrAWB8tZPny0#z%Ww&EN6%3pA#N{ALLt(ru&0JM8-%%IrP~xS=#aA-!r}ECA~1u z5Usqg;ePhS{)cR$__l2db`V5d#m~=w``$g~t_6h;K55P;Xf$4wAXHpkGBM;90(0uG>y~npdMX{03ncc0sTX(fSR4^O5qwL`H)qom~K{b|; z@?pj>=7T0C>%kS@Kw@aAPs+jcqv?&H?LkEtcJ-WT$zWD-F ze}_b+8iHlQz%>oj=7))~T>AOt6~I;lSi4#7A07=7=EF52BEy}fLU7dE;9)j#p9Y-t zGfb_3m0nWD$QmnF>{q{rWgyQ2lHVWiD@J{dyj%n3v|ud{R=kCu=o%em#|fnD1H3#1 zIR(T%!n=2`M96 zd4sdPG|LcW?QpSI_*nI8NMeX6D6B)6iOCSlF{;hheia4%l!UYqx~yE;x3+R&ZrWTX zo#)R*9gzIHLFD?O5z7+w1`7Gh2RmdOMSNS;>xeh zUb7>L6l0!7cqs9$TlZUAZ>9+E+{ul4Pt3tw?vvJ21>WJppPwhPZ3jnBTwBY*$jBhW z*~P@fBIk9}TSRaxcJADnSE8qKQ|ZHxSG!sz92qi|f-A1b4-t|ID&H^RYZStdQ7%B0 zofN)k>FR2t{#0v1uJWO-($e6T2ZI7fbaZMx3tqTQO294Lj)@7uw>ni-2(G_!&3tme zd*Zz*_8yoa5cs&ud~v4D^U2d^*Q?6QnXuJ_Mke$vs5K8LixYq^T{?Fa#jz_vO6Hp9u8|_%G3v*YV6%_FJ)1gppx9##gxFdwr za1@(@TAVEGrwXgHk$BTWDE9Q%+p7$VLaZ-_QNe|ZglZlDy`7Ad-5#f&l_YBg7lH}p z4M^Okg3b`eX*DT-jSMga68$f7^Ob~KIF;Zav!YXahqOC>R z@|ME`VjT0A*c2`GXuy%EQ(6UTWVk(Vs6_89D)d>wrk+1Px}{UA^5Y}zD_3@-w894p zI|t(RPl5Kui6ChO6j*~LT7ijcbX@RmWd!Bq-lNbq1P7%X6%*`g2k~=_alg?V zPz5XT4YavKH4_sPtaL||TD;H6%o`YPSNBMj{Z0+>v}K4(a2S!NWhaINVF}IDw4TnkdDeNm=0glj7ltMBZg6ts1TF}#E3|6m64J0u^z>TOmOWv#zvc{oaxmy z=a$#j-yvSf)RYg2+M5XPy5R@#mL$0Z*SZ7E1Jkp!&T8LezR|uDqpX5p4Kbgqr=p)s zYuN?ZjSW8|c`a}Gg@&%4o0~(t6AV*`IKSLV_Ek*{i)jWoP8NAG%|zcun`?%t*D&S| z!&ifVxeA{@-zYE7h15FPdhFb1Z>%n*49qPWkwhSJ6oTG^ii(OjaPA1g51?H<%lbVZ zNpdwaBOQN3JBgFJ8szU9gV1&DRz?}slf^6x04k!gvYenl0PR<hX7lGk#$=G!uE%aH6RHvz&aT|h1(sd4(^Yu2ps!K(+acsWG0-Hus2Nw&7>4!4;v_XImNTVG>yYrSO?$?d?Ua-TA}g z?%Z?~$D9}&AOD73kg22<1Ks|6X5A-##l^}P#Ttk-$7>sTwIsuM5V0SNTqT{HoVtGg z+@60Pw+EHij`K6FlrkW6VJasSb%S9X0gE{jukZ9=3T~p7aCL^9>2^@AMui8lf~+VC{ts~=piyw&4{^tv9}obyo!?b z?AcNZ;TK2>2VvzJLBZ{sVb`u-@5Xu8I(%3I)K0)klqYM#EMy_$hu~ZU6g?cE^`xH_ zcne_>-cU`ga3i~JN|~qm8Sj()c6e`IOFiZ-S>#(?5qRTMZ=$YHSVo2e{56sw_yYz3 ztJ&I0AosaVGZ8^08y;)r>eb8j6_Q{ISx|+n89LvV-yRKG%z$-jxa;3~^1924g-c!{ zFQgX+s1xVCxByT{3(gd~LOnU)q&=Z1~pyY#y)s%U!;2aPXq&NG!=lU1sHWAKul9 zw}L4V&^?9Eb5E;z^Yq7}%v9k8*cbA?D*slQ{9p3t)zJwh8_NFo5BQspez=PNe(>La z6m0(ApXU3wX8-%|G`~s~ssH;yAu_FT$jSYG{;N}qoQlY~a)vuM)xW-dZ}%A8{l|Upb-&9fMj@Q@o&D{-_F8kzIrsP1P4R1V8|gPvC=@#C z^~+Ke%IbIuWu?OUwfK!$4>LXfx7z$7Rc1ZD?AL4kiGOb}y{>3Zp={M8-z&m}!}KVW z-zn6~7i8}F5474S$jUA)j?6KfU%T(iX_>s^Po(^NSCpQ4;%~m5J36}TT6I-T;Rfz2 zV$$Y@H`(c`&*;Uoi|u$SV)irQjOfR=H4M)F7aDSf=L5$&Ew-$GY!*F5%lP1yQr|Y0 zG^Hrj5|f=;d}{M03Iw6wG& zz2DW;$gEkrR{!VMw^vk4a+}_}3b7_NM!&!2y4&)2ng?EX@7_I0Z_V2c@tUlX?;c7? zOFzrlNue0iuh>nYe9*peL|W4Ojb3$VUsZ@Gy|AObq_K&4lydB6P6+05 zJzv*1ye9g{!24^7{_91dwEf9*J$d~f8| z#BjTMcd7Tuel!28X~wNPckkAzZ;RK=SGHBlKV{rEGFJNAsaC_U9`%mvwlKW(_O2IW zoRUkY#b%Bd9df->>~@%*OXqos*9qmC!z(B^HC8Jix|j{VJl$1NR#xM@V%5`(oncim z%Di+8XXC?5k8yhaJ}9?Zzcx~qZT$A`$AA90K1LzoBAZ;a2G2pt_ZOcJJ)}@}-mEBe z-NJM(T*zTI+@i0_?C#xfd(`a@P)jN*>Jqg}YvMI8%}h@hH8(4}&~sPeHw=qa49v`N z9I6@N_A{fSzkc0JH|wrR){_ax!|EoNPHp${4DE-kIDmgd&4 z`C581H+o=TKxHbuaW;2hQrWV; zTufJQ@6nSdPu9k&Du4U-t)!^P^xn{L&YZZQ-J}c_wY#I^?aPTq*g^E6mnmyz|k+hj$8|@8jVGbXtgXDXZf|uj z1X7$@_CTspYlbWb2S=oInD~ADqLPxTESoWzY+FkkTieKsk2cbC>w8oL2@l6FjdT`r z8#bJhjg+A>F)^_!CI)9%4MqkBvt;Js4D+3QiSOR!ZdLR4n{j7o%L8VQDZkJIng}@8?&o-TXD(ymxWZ;Z-n?QB$~K zW1>>Rtt+wh>nYA$x7T7X@b-Oudr7}4_^+XyIb*uLr_OtyRQC!B3S!aAb6)Y(#YGme zH}QFgM3EM!UT1*|J-MPY&)S(yDK!)wZkBO{OhHy$B!Mm-dhn+Eg`%RjPStq zsC7AddV2cJsWFp7tx>ZRG+II-leCppDtQyxCBlo-@AEB<-Q3*H*i9O88`Ryn^my~P zSBI`8Yv!+QwQhH4%CsI9E2mGloroOD92Po!`0#Od_8YjPoBH~Zp<;fai~?3?TY7b9 z5;tztl=*PgCTfccE>3syoA*3#X=xda9>$%Ch>Oc%9}c9}#wg26hu*lW(Ei7oP1xoL z5KSXyVaKd@@84s!j$gTand|^RUXwa(@)YgT-43&TVLTJ|(;ZLx8}HrLxeqj_DuTX#Xl}yyf{#?G(T2pfY`VF`SwXoj)UEoFJJUNJ=~CC*8Ozl%9Up{ zKdrVLZc{aCO8yoW7r5+CvFMW$To|u*3wA#$!FurEMKv`wr8MJ!^6ZRPxq-aTrw z8x|Ct{{Fx%wlb9b8N0MLT9M20=hq9dv9bJC1Fx+H8r~u%Bh<2OH*Vc3Z)=;en_b~e zeEccD5lKv~3T+D=U2RvfJGaxKJuN$7n%4O`UGUa)30vIHPFG>MsiD?gOiZySlv96V zN7eOJhfR=x!CeFhSl3BQ2!@=@otHAGi~iP_q?=+hrsLPSvn!{Iq?_!iHamX%>3HtX ztB}l4{he1*#l?BB6q=kq&zBaba;=)%9p{YlwK(@p(CT?P)Uxgv<=z{4_wCJvRpgf@ zxeKW&+1Ff|9v5qI<}5ARW!?@Dw5#ixyYOJ`z9a6%ueo$zh|PJj$v@x1$iG)7sj(r` zIxfXwZgQ|rNgmrUsS;_5&b?S`Gb4Yp2JiQ!tmz-m$h9zu+SP&n{)QgMBtM<22*&e^lJ=@SNAL_mU6i(yb_yUn(oR(U~(h#Dzg8n08z=n3Gp`(0+a6$f2`m8_rtx zd!#Hhr5IfG=1|>?k12b7I={(rao*g7uf^B0OqI%Kr>zTaPG*mPp* z@R>6;(+gAWF@xA)S5Y(Qkj~y~6}uJOU$ri}IaV!Ozb0C-+SJ;b7u&(rUbPb`EoO?V z*Be(Hsgai0Cm*Yl(A+!Fm~{2g#$B5wBqVOP=Qv!Ilk=Jo`ttd67cGk~Ez+>4-$2A!a1My}f;i zD_SJt$suN+d!v9 z8$ZXPp`oWQUU+HlwVfMG8+=jy?#iZ2Zr8P2nb`O2*)!Ob!WLIrR*PHf{_*1-LbN&g z2`b0*uMVq)CGiDIT3zi9iF1-~X16d4u~TQ%vK)$D9+*Ww;I^MOUFa2FN=Q`}s@$;S z2r0dFR=8w&fPg$gt!L~xG6+)H?0Db%o^rot|IYN@KxtFcc%iugF66ed*v9}Bkt*qC zb;Aqu^CZpoAslUcd~_|QTCJ7ScCpFbaF`vJyn6NV7KXDg;|!u@BHVVLPzrvqZfieq z4gcLA4^a-nPzO(_=cwSfsm);sERxlAbVAAJVq8DRDuv}QUw(*E;t@C2bLQ6P^|IkN zKh9BB?3{Mn+;RDdG?oK z1!r~N|GC?pS;+oFe&yFwn*}j!o_ak_pPk#cAE3@6Dq;qC?bL&pmaGr(@ulC4+eC40 zzJG1~3d#p6>i*s7z0E_dnPjR_t{RLCY9l?%bdpd)42+)r`R7-=;p{LZ#3+d%Ap$9U zc}WDPW>lxC!Qyf19$ShWN5=cA-3%|~wU9mj^sm3ZUD_(B<#4&|77`ez&kZZu z9jX*?)~=m9gFQTU1_(Q;0r}LWcri>^-@PjdL^58dY@&ya!gJw8*R*-!Y9*wkv}UV% zRcmTS4wIB)vVN^dj8aOX<1nxZl4%6h{RjZXi(9vEPkh>RGTdsgiD!=6q)kOqQquR7 z<{zXm#VBzjak8uT&a+*+edx>?8DPtL)X4GPAg7Z0`uYqZWf765`6HviP}ehr)R^pl zUBDnkH8nM{%C&f9O^Shh%AIc)>FCdV=;#bh6VBXs)lpSdl}*&52Jo2|G}UF>Sv#N@`U+Ub%0(-@#YjXm7B>x| z@>(t}Oo?U)J)mYVt?uSADAD5V`|;(O)gYg4(0oc@baeE&*s6r_aSN&xupEQ2wS~!| z_(FOsElZ*9K*l#izlH_{G5@oY7~)Ms!{}D4(v%+meV)<)ofZQPr$a(QiVF*msxO!` z@g6Ou*XL6#kW_1C?`SV)RnN&ng$f6FxC8WIwZhB7!CxF#daU_#q>wqyM^#~)jf)Su z0#-pmRRFHKkwnLZSru1L^Q_n9Iu467y}taGk!=oBs@cCjZE|B_W@g49t|N2HjQsdw z64~=fYHyIqg<(-~FA858cLs%Gs&nq*`sJDOJ})dRj1pF%dCFq2i5qit6`#N}h@DF| zgol?`s8MsOURTkpS&XGN-CURUoTc>Shxb=qqyU5R#UpwmOgzBsL+dxc zNlXjx*d}YF^ux#N(>_q^+ZXrl+ZO@Q;qdF@y3z6RvXr46N5#*cD?nz@;`E7LU|+JZ z*lNa9D5)Xo!9GR9uD5EARY`w`+eCUj4hV>7;=lLnyI8={xYM0Kg-`|OY+iWd{YtJK z!^3elV?BL{zxiBq_xg>1?AXg(vIv*#7m9? zzo^@fJZeqF46q6aC?lhqe~1eU3qwZdwjNS(VHQ@~w{PDp0_?D=)AI^L9s{gUTJqxj zuaOZ+PgYrr`RThfC22lB+fACll_mxYD8pVJbDfs!wlc{8S9JCDMYsyh9;^4cfQ!3p z?%fjCSFi3=3xvIko?f5s@QI+o$-(BqS@ldSF(4r9(exMh-;I{@wqJM4Ppd{RBZ9(| zUEs@ zoNLnB^W(=sDlhlk*DqhXLnqnToqBWTC!0;&7@P_yl(PaW*(sEbKH3Kc?sgWC)Lb_y z>dm1y(2(F3T*zcs)|6x3EB+*Ro3hR?1tvRI)r@2&o38ByJ|gwj72Y@FxA^%|N=j7(9yRFr^vG&K)RWaxnU=IXiEZq(;kkWfXK4t zzTD=5FS^J4g&Z=<-v=owD%v8Zwf8h;CSz4IBh9)?l(Oz6aDQHi`uzDatvvx5@`+|YIuDD9ep$ap z%M~kDxCI}&_G0IU#k{=p3)m3A#v=EpPHZN*NO6(ltkRRs6pC&k{c?mMdXIB(h?786sBZ(W>v9N=$b*}daWXD?m4BpV@h`0$Yd8!<{O;>TTOjy} zzUpg8T1|=C&j>o^zVr3`?SkhCljfF|wJ5W-Xk|zSCR5@v6({|qG1w2aw;nRiHV8P2DhkgX=!P`XY}4pPv1k6 z6^`~B41^>uVmX{W)uV{o(H@5enRFbebsm|SnV&v=szL17w?D{z|7PmTr&F6T;Uvh? zx_ehqD32<@xvg;n`X)G-#T*%Mpu@Y#R#;yGC)pH%M zqB7E%n3&|FaDG5*;R5utSGU4Hffn@Yl_tAVa?u?S86Ca7x*sw#_kaBOu>eCeVONOH zJ8L%?oidDULm=(tD_8iUxmZ{}1I1?lm1)`<woSwUcK;U!d&f!P>y<pKxXG6Y7yy*o+Dk*6pAVxve4Fzj8{wS2kziiQB@^l~=O zRO;$*H9>n z->RyrWI{xCkuCIW&q@>gUfp zUwyv!E^X6FMDXHP!bQGhxpL*oaaPv;#|ub9z}OwlH@D-jri|pTQy@^u z9c1T?8#cTO3)7YK#!kS1pJdw4B%+8A+QE}uF)_UK0*hoUJ^&n{zoO!jO?ZT{-pZ5xoWD-yDdZ1+TK=BvJqz}1 zceK*)OBsu!lT*0O0sGW0u9W>vvEilh<_8Ad?By# zo&x%R{`OWfGT3FgVcJ_GdWH3t|9QpwcN~-@)>?z@;gz9_FCJ`ODN=d99<&G1l}v70t1dUL=@;4`P6$+>-IAit2Gl7JLv?tJ|{MkSrI z-tmZgACH`88fXzZrgI8x^075H|COdjw9qWDgox_STp{j_wVLQ$rtG`3rR-{S7?&+g>pgoddfK$)i*EK@kr zW>Iaetbp}Ua$_oXn&m))DNnN@-}k zA>#%I);!MTR}MPO`rh+v%nmXr2THw|eUL7PsZ~gsXuD(75jbuZ3zAeQ8{y%{GCLR0 z=Fy)ueFJ{5YiKC;&70pzx01U!8>QNQTspMKkcal{WX@MW2NG2gAcoP&$>cgNj04RI zM9;(l-n{?#V4bMj!9$0P^eb#s@wr2R%0uPMPV;Z^hbZvFqmz?zs9w96nNRl3>P~`H zj=+v1A^>80987GFk_5Um;Qa34;gjHwKo?4*+`K~}9<>xC6K8t#*4o{sPd0!T+;5Wg z7E(Zz)6yd0th)%HCLFTk;*2g5Ut_fQE+9?Z9i}%D=$W8o)Y&j^HCrmUSh-ub-r3vR zM=!X$xsePP5*iu_$^}UTwIL%I!$y0v+%1cV*~Bb(m@D7A_W{@_MdRa2=o1mjX~uO% zctiQv>rAV`Dgrftox=_4V18+Gdv$mCL%SXL`IyF-%1oo`{59vdI8*>o~XVOr#hqr|5ek9=L5rwaWc? zCEPq-y&_A-cH)E>;ZGq@7)Xmc>T+~vaXbT^#0KO;uhBjAikg4wjOq9Dsvk@*M9Ig= zAv7p>Uz;qH6OAS4wq zmf--PO28L{?`~#a(GB(i^xLnMwd=@)S+8U|u-gB+jEqO9c!2&C*aG&<9Nay@v}f>- z6H3X~E6a-QL8`| z9_X8mj#ZAq=JX}(v+~m70-?K5dksGRv4$rpk6?3j{DaMDl{!IdHtjAdFBgLj7QZ2m zg@_8+(#dlJM1%ew^v6CD2|hPU@MY~}ZEc-BRw1DO_09dqTbVhKHC*=dM&9t@*%cerVs=~)dx=Oy>P`zOEPWr>G0)rWk@?eVxa|a$Xb|~>9UUDa*ROvi zLLQVAKcg2+Z0sOhSdMdZr@UlK0YA>Y>!eysXt^Oz6h0&aIE08HlN&Z}Ox#dUwkL@6 z2xPQ6A2TP?odFZ%-ZWTV65R{VYg#@c@kWBtlmF|lzsPnZOm975rExcAAC6@_0t5MI z)1IB%w!KMCK0~d)v{P48@lFm1(Jg7pO(#-%yM}d!?+X3H3ovX_-_viqa83Qf%6vc1 zW`0HJ7dFP&_P!H#qF=3W$B-|%>&?4Ub}wV1mg0L4w|#g3Mw#vOX;QJOwhGU`@!`^K zniv@ylST*S5fBhSlLsx%Dii*D-_kmvLRaQWYev3&FMozLBE0#(jr*Uosp^;nCDSlI z7nYzRk7{i^%}3B(p78b+$bqwv1kUJHvB<`$sS3~kdO%b*vA}bR>W(uZV!2SU`diY? z$yOP)Y{9=o+=Rf%*-va;zy52&?ZSbkq{Kv$b}|(&c%^miVlj-6j|&W@ZK@KurI$9& zX2>gTu1OL$NzM6NghHEz>bVf_XoIXFlOV`F2IhafJ7Shv|+!?g5cCB%wO zn{{2M*6-m+E0ZZ9gxze9pGkDPbzjvLXx_Hy%TlZcl`k8JSpZ=_O6q>73Pc|$8=JH0Ik_%A{= z(~2l`L<>fBRu*2GPs00I)Ya9qXL|g29fnPUA@TqsRL#$fSxycp(k{+`S4guP4vErswD@Rku9K5rXHA^Cy4}=}tc67~;`X+~M6EnZiY(~8 zGe%8k{BlrsYH>}1DPvSK<)E_b*T)7BMg`nApNhhKOj=u2(W^s5wmineBj*Ng{>!;l z(LgVRW$*>9m1^7?xm9TTJlUUzT+h8Dk_gb0)l_u+Ztkh6sd_YPgseg#P|dn0dBmLx zROk^GH!K#w7PpwrXo8N~7UXG)VIwC|@gbQJP=p4WTc>O<>5!(INZfrF*Wfhs8(Ps4 z3^hIq1k@~`&Zvs}&#McBYw3@a_p}Nz-Mun**Sz37x7OE}P6IzW@^U2|ogS~q3m5=0 zwAHNGw9#<;v0S%#>l=luKoLN70r_Sp>Fst> zz-r)TbE*-+6v%ez;iV)jZ&Fq(m@3J~snw?0<Z9Ga7|)uX zM<-ne_y;(Bn&{z(cNqYz+V|JC66#1H;g%DP0qsQUfcc>{bk&O-pPngq$~|{c9u$uz zIej|qP~IQaC?8e0y4fZR_sl0_cJ8txx`-N3*tKV^!NL}NGhicox{LwhnR*&e~lmO=VU06(Rs_D3!1?f zYztO599cFB?T3{^s$t_hKJ%WPB{PfVoAZzL|3=+S6g5WEZIG_r$;+q-w~3@gCQiBqd^ zCx$td#ZtNzvx~MB;8i0)36TLpQ9h$za|{Am&iN@0bd4aCszFwtK&#++O!6Wlzr|Nv z%y5=u1f3*B5D;ef{7K9Kj99l?dbjHCg|p??FH?AjmMuaCbv0;fewq@^=FyWUG;le# z^CN{&;#eT?kp#-KP!T8?b>PzDaDW4}DqjVsTHe2Y{aPi?9E?eSL&AFzFZSbGw{8V_ zdj*u5Buosd?U;Q7h_wWISUzt@vL<2>)bsvd(@r<-z^xNq0-dWO`DPyZCXCuC7dcO9Ymgl(uTw*?y=C72BVpS6$E~%)-LbUhm!9`J_^4F8W7jXKk1SGv=S>E+O;{B?;YN z+{1?t?PFefLDxda8lXxN%GY*sAcD9_5OTJ#CnTfypxeiJ*{ud@;mpj;aU^x~p0Zc? z$nu0AKYn-w2F4x@ymwJ&Y-wp}ClqNpP?V&U0cDn=x&R51K82Jb45VyG0X1714SQE- z=X-GM#eYN1xt6TkAe(lDpQ4?{G2pkBBjnix*9vWlQVBDo%|qD+Q`9+q3; zWcIil>VGs;3RvD0<{;ND7h_*;gHRw=;{76+7r~u;yKoEYMQsm#r9a<$EHbIIXl7&} zj*xbm77-RG1#k(tN4B`B_-e$3==JL_S%`OOP18wWN*L236%yX%z|-c*p{i6hQMetR zrdYttn`9th*u8u2_EZE!f&QKtXp{y)m6qztC?JP?a`L7aY=rVNqumn#c18L5lL?iu zE{M2+_9bZ*)QS{#59Y?~UNrhPHkd*}%TH~-a`kFIBrurz@&U6BWiCK}cn^-A6}F4e z*2>CC^lnxaex9#ihZA@X^O{?%(^|Zs4#VNrtzZy)eX8Se;k}MWdy>IO3C?u6D`i+j zh}oe#J_E%i#iU&gM2wlWwLIxw0fzb!Ba+xKhA+_Mu~Mr*?nE1%K7AS*x}+-VS5v<3(}?eQ4CoxJ72i@dzNm5im5cVI?}<|b~jEmQm9-c-G38RfF~ z^e1{XYCX*#Jsu1U6XqqNuxY?dcmgb8xj$dEjxs?>m{4skt%frGq=(X8@g+ZCqatDq z;yFwyMPIRb54*zeyu7?Hb$&9w+VF70j-7k=61lsfwg&_dNRr|XT~;d5D`7}9)CsE% zm%IeErW#uSc9SKiXFoqZ+H{y2mp$n#c27G!kl(Vuq4xV7hU@jZ+0@j|-?_M?;kc!D8io0jh7GI}D#}kJ1s+$eZVQ-| zkkPMW7A^MfOg3)KIL}SmeA{kMd6^^~F~Rv?`9#*j0v!|<&RxlPEko$GL4`kGQS#KeGI2?cX#*UzS$exWa5?6DmwUeK-cg)%qHV+yS8onotgnHf@qz(qVsc#yR$f8{)#OWbe#Wy zQJB%ivlkYnhf0b=hB+nZY>k8(og!%ggPf)R4&M@!F5l~z>9A)66*Etp#aq|aGswl%1f z3(%zM9HEp~{p!fq=JX+sTfL!{blAgdVKwEx_e&$Q6O6AKBrsVdF4%4kg7=VIn478> z7|xRZS-)sPs1$0VU3H6#f)2ML(}j69Q9HGyAogbQ0RC>%IpnoXGVVw}e{MfS`hGA^ zBKvs^Z$kH*09uWL2sPu#^#jSt*g@bn$WdbVg0w{pw>&gPKDXwJw3!H1H`INdw86NK z-_%=wF1FrT>#J>NJSC7;X$E2rdSjj96}!oSZ-nnaOC1SMm{nmMn1#foB=d!meLRXS z0}B?P0Y+iN{-8e_kcdo&uS-;?`)g*Z})Ex0um)c23j{)8;mlWFEkOo{>! zv077ugM-hx4*nEk6tY*q?vcKJ{d!=~{bd#if&+0>Snie-#}@UrSm3H8*q(51IWs-` z8PDDO+VNx1tqZIIN0~YPjus9EG`_+lhS+lU3KVCmW)9f5#JM zBG(i1oT~cuOf=tCbJnyvv8oAfEp~u5VsFA4)r1b?!(+&_ojyI%!?BZxKoRYdov2{p zFvgRHnPGAcj-T4Mm)6myy!M#`8PiY2OFTpv6k%8LU$S#^%VO80YsNSgg0nbGl{h!@ zFyH6Fo|9@dFeVu-2&LUMg-4Qjc&z3!GcuHhJJt8xl@Jjz`*5A;A^;x-SQBtv;aFL# zO$T{#^1zL3^EGSMbY~2!>*^{@5)Q@k*Y^v4ylxAg-QRrupK%X2CS3z{5(xktJ8{OO z?HsfG={6WEtZx+See=9PkBg!n;Lhl3-K>E8Dh@Z9O)a;PPqZB9!I_Nw`C_17SGkp>Fa zAU0KEGXqG!frBhJiJOCXQs+?37DPluh@XhOJUug$4W@l`9faa1@KSJYAcDgs}~pi@N3U>j^nm&U?KLFqx#3?XQm z^wFr5W`b74y0m+DD2}=m)z`~Ilm3PR8wV>$i|J(W6|`sQZAe}wrGohJ5uE@n{DeBf zTg|4ezQBH3inoG~mxoCfM7nW+k(acVRxq-bzzM~~%Lqj|WOrHUG`KJE;^Jahf9gSI zra+6FZ?9QNwldoH{{RaKQ`$2!5yXV&v@{n49@8#*yLX9(Q7M)mI$t*z=9WyQD~xQK&fuQAXbQki4zX| z41%`F$Y{x=GDpdYp*5964>!6wUd?ev+oQ^>&eN+Ojo0#A3bdBx4`feL}H z5zt+FKd*5O{I=|H-E-?zT}Fnfn7Fb9dA+|iGp+4jCmmuovv8d`;OZ-4$VJz9gXoJe zldW8}N)|!wvX864*nWXA-GLZxomXCF}g31(6BuF%+J0(*0} z!)8ls-oNPw^tft+xNNVu9H1g8K(x`?sjEQ_YRzM_=ddvXha3HfI~v2>WU&b1=BEp9 z+p({ZhX70V1D1@8k0;w4&U&Qn^1FmY<;8YufM(l;iF&kd7Jd_+>~m+8f{qDKT(3&1 z6k#BB7_W<+uQ^1;p0@tLA%9`pmgQ@i znVmUJyylVk#O<;VoA0M><9~%+(~rzjmtwEq7W^kP)Bn_&v|;AY>{j$XeyI0)&kP z=}{X@-9g*GUIP6C=<}bz<~(y~7DW*1$*IKJ3~E9iJW5wjkB(7$x_KBmwgv^GYes1X zRj8!Ayj;iSVE(COudOsC9sXB=h-wc?q}_#oKN#4XbCJy1yMxD-m%8ctLn!+#UM|S@t*Zx2Sux9B5C( zrq2S>2dAj|q0=WsyhTySKo@YBN~8+N=A`PtToQ>hKg8Y%QHnStxyDwL5m8!puT~K6 zA&dz)feCm-A#cheyM6=k3J1DYm^*802;OO#%tQ7dY6$7^a1XX)<-D>f`mzSO;2Rd8 z6ali3(;0>@zzCcHM`Pf8n2Hu^Bg8y3b-Q-#cu$%$%nh2e;S(9l1}+LEb$z`5bGROL zDg$G1zNEM5Xj*;s9JsfC1U!vo^W$F)y5M#ri47^R$Bub<^v<6?6UQw1`nMH===+Zj z!dbNVj$;KSdfJEF^I2x%J^~FvmAZWS@^<-^lu35s_v8{g1@RXjECq=AWoHnMeg zol6FLUp@%m7QQ+B`s&cCt(P_3n@%VO4)Sb$`TF5iMWxJ^fxJt{14Rxs`=OpV~jh{kOj| zd*u{)@bs)h8n(!{4$_u@C7Q|9K<9Y2$eCu)zSteDfx~FzrG{>l=Wo=Ag!i zTopB*31<_RSyvG#mZP4Yo_*im7wT6|H5tT(K%MS=gJq4R4N@PcPT6aV{+i?U zYIa6of__6kVgA6ZbuHJgvn{bP{mQf>w6|E+m7PzF>Fp5|~mOgN?qvxv<}A zISUQDQ=%?2In9r>n3bML2PeY?I*g?loD15?py&Izj<}v1Eut?3*~JI$uN0iAdCT3x z!_>!H7<~a`by00+zMORY)-Yw)KBwk5TOAadn8*p6odr%jq}OH4P7MdSi}ULpYB_)# z&C5u77=IbWgFjm0p5$tA14E)_;KYLuo)4f6kYK>rj8a(C|bq~mmGGz4q z%~6q&Qi_T*IW*R%2g!L}97C)dd4a1^c>Hk}n2lE$Q5cwZv8HvK_r7GY>5mAj<4;9K zj!NFT_tfvOyp`jWVqIn|JY1)mjnY(`QjPpT-}d16fx@skiQs6q6>@)-1qkrU%F0G1 z#~Iq8?(h~ja7Wb6g4kyu zmU_VNm1}#edZC_k!2+RryB$iSSxPBAE~McQGxYIKSRr-W9j1&zpEfYCA7FnK85vp2 zG2tg*ZR{4!&EE7ffu`@RYDIN}JO9r6fE~CW4YAb4m0-G6Zrvrik2YN7w%hvz@sR>oO3 zr~ogqi9!I@scz`Wx*zRPyYArN;GO`iRvG8CKr2WE*V~iYY+R}xc7rJcxHz?qE}k66#NlXexV~=y>zWOw)Q28>ssdd`EEW$nsO(D1 zT`+R%3h`DeA-lc!us4g%6g3tP!r-TJ;*duc?s%pqOvn>6nuUd(DVA__^Y!(e|9MTg zi6LlNm|h{*c*FnfX);`6z)Kl<`7o3AoOG~r=FswZCL_YbufwG2eivT0B1o$4I1k(# z85JucCMLFa3&U%8F+u?##bzsBpFV^WiH@D=Ze8H&CGaL_j^FlbFj_TerVnM%%*wgz zgEKPt!3dWDTZ{z^+v~=Z?jzC7b7X~FG3mjf6PJFt+gaD33zwT%V3AS;*uHce1TY6k zkDH)}FjNFuv@OXCF1piD5r5e2p~D5@H#DwVmMi|dC;b1VPAQf4aA=55Aro~WN{b-# zNJ~n-st6DW!$G1(8ge2>uZ%*sv| zYJL85`wTLA%MDNRDTXtv6=>fpofge2K$s!9GWInj+$ISf8hckh^P(wvFu=QGQmU!} zIM2=vYpYgl&TPMm{m2(SY)12uFMD*+O6w0P<7$+KAM4}mE?{Sx)kt3J2BljZCNvR2 zc2CR#9ybx#4ndGaNmZPBE;~AVE?M$;p!kVx8Zi&>zy#ZXz;^)7vRh!FV}Jx=gEMZt zn#*o6<&(n~KWyRA+VCA$P2bK&0&4pEuhn%|>%M+{DLmh?RWa32am%@1=ZCKnOL+YK zbN5qLEkR zXDQyN>;H;*X}Yjn7ROO2d2%0jDC~a&&Lbi!N_2FnO+I&NVb~lBKQB|eURc1W@Y0y@ zKVEvlIc3EpgrOGuv2w-aJCep(BL(a#A5L9kw3O)_LB|jV$+BGG0J*MLM=gB+pguxA|w--g`IvTFA^hyT~RAj0flDPek z9YIB>3mK}*WS3*1akaw!JE##A7(=#*9bRq@agXQH62mD&S8%v@L2VMl16fEm? zL{0305v>fB_+>6agz82_nfJ^KcL->~qgz6Kq6ofk7{wHx_v0}#%UiLIV4yogc#IXo zMX4@@gw4(WFyh?*6C`b=e9ovRPDlxm!vv$S^zBNbrP z6j40#{slj4TAQr_mn?zN@s{z3-E+`t`S6$#`3bus~*Z0cj&dQ>MCHq8?7;4B^kDx>1@k0pl zsxS1*k3l;-Oofre8;>UW{RxBFbzn0eFfW-tQKU(2NNoJ8ns>Nz(W` zC7#1eolgW(3=Z9ajP*irvY}_Wt<{KP$!l8ggniKqbkUpUYjci$zxM;UEE}5moyxeN%&*!_Q01A_#BaOtMLwV|*zFtL(ek z)QfR^wF+)wT#bqk44?Dm4CoE~4e8YGrmwD?72obR6UYI;MnIl*tG^@V`>IRM zvYeKdmVC76q$;QuL>7fN#XNqz~!8VmcArq@HR+`kg7@&3T1GB--%q?mKtSRL!<8 zCTDj0>SCIeruz7C#MvB_STAC-6nQnE)vEc#(Etl6Ei)YYs@3E@h&Vk$c zzES5W-&b9pjb{?a*-=pYKO7b?Q}*q>0q1PYNC0A0V-jM}{_Nv3(}Hg8g)I?nX$U@( zK0k`34`L%}9U;+kf!Q-LjEju4Rkv)l=?#d8i>pNC{uYd^C{ao37>YplFwTpnp34{F zVb5ipY@WAjFsY7}&3xXX3p~-jWiIB|MoNPra0b&BzOI+!{k1fQ3DxG&EGKSo{bXXG zR+&@@Y2-Px6a(RV!ZU-u1%5htJ?2vy=iy%pf)`vH71yynCHkB$8u+nqu8tNi6AY$# zD`*zt2oGn=!+ApsV1df?F`iaRY{C;KUn2LV`%roL1+Mo!*1(Vv|ASW;HjU(S$pc-6;&!07E%gTaOi#0akw1T5@W+Kk1wIS8C z<5LSRI#Z@AVAwvA;tpgvS1*z{fP6(YO zwG-8>I?bfL1yYZHN8~f%buy(TUJpmCjdB%hot19AgMP3%adZR zv12>9NRQ8W^qkqp51XV^K0@`WZ{o%QEL(<+M`uIkhjUgI{G z#q28!4dY2T|8f;X*RRmnG*&qmBRJjvpsz7OH^X|mP~c;u2_3KuIk231YAK_==}*T) z18Hl4hRT1ti1$@c4o_|iO1x-ptF^h5jK}NR4%KwgHhSKY|U+sQ|-9m??-lMA zm=W(Zc>BpKDm9g-*0NTwIn1cZ@=kqAcd#^nh|?^u^}b=fz8@hGjyo*5!j%ZBn7KEBvge)G7>+#LND~jo-5OH=#*UQ#x@`L2 zi}ufI!n3U&>Oym+^EMxY{Fc$U24ga|yoR*j_(1RtTVpA=uE0IR#Y_QH*DGHL?swfv z<6;LQh)ypd$h7SNqh1Db zFsUS6g1;}A!KUk#SQBaeMvTcRdW{pHYe!)>>h)4KE(W&}DEYok^#>0iEfFD5O^Pv` z#DWAo+Oh&YHmA*K7Xx@&svBTPD7Y-bumDA>pP9smm{-H>cn&9U_0Yb#X@P{P^hTk> zq^ttgy5#GhiJpxQvI5WKAX(9@lV01ril7iwgPHfYYSMEtB9>m*x459GqM6o>xt)oo zd9T`GDm+tMfUYgTeTsOjiCY&Ar;#-=!*Ms>$MV$CMM{!MECaP9g=JVN!PohMVHH>MrD- zSm-qvz_Vo2A)ot=@B7~r0TS4T8~-)g|Ms@Lql$Dpj%&xHK%V}$SpR<|CB)R@V$R$? z&=H{S*905kfj#9ibbikunt-sD%e-OQotT^Q=*qD5KuO30w&taj;ilMxDvrznHx`g! z-<0OmZMr?9TD=MLTUX!D^!&AugDv4{bRz#O|H$;8lnBJ#NHD@RQwFB#TW~v~WfbB? z%mh6fIV-s=9gJj~5L!}W)rNSHu7^9sN$1b$I6qyG3LTEfV(0=z@Zd5x7WjEe35hg2 zJA33do;nz$zBF6!VuU9Tl%WUqs9a3wH$b;A_S;8wtt z$qBvSNas>5p1^39PsbY!UcM25$=g;=mLdB7;fIGgK`w0G$H{`uU7V~l91uOBe#Rv@ zK+UE3>0yB*9_eC5a2v@ENEym*)~li+Z*&t?2BA;3k_r@u<4+InQM;$cjYe9a?KhvpL8R(j0SlBJ!#=w5P5#d_f-<;l3`UV!=SzWOmg^Y zYimi1i}TMz40w>KivuewtCXbVH!T(7yTfx`$fH6@7YLKRJM=G|AD{ms`N};9HY^F8 zPH;=A;AaDOPy+Kt&`F0r(e&{uQNM8k@GE9Gi{I^Q5KBc{P5>x+pI(9XnTk0j{bgqM z^nV0&E(*q(BOhwPSZ6S3{^PHsJ$UM|{qVbG3gN(t-F{^_V!;UmXb;Exzm}3wTi#@b-C{+meM|66hX z_tl<^{-^T)>;?F*FZKVY@1OGj<$LzL0j;%ypB7DwJ< zl0qSx^WnkNT!09*lMA4aJXUQzcdFSq(+Cw}wA{pz3yQm9h`QuX(o7P~fUpuslryz) zjwu(WmbX3!(1&@+@vyF^Y_Ub4NzH3z@jyK|Dtl+{B(VTN*Q;984^<$jvZH?NNaH` z<;Y|wO4t~=K90O=;PgQto+K1)IRF4d@JfqCwHV)U)|gqrKHV-T|03Gj+NikA!OMdn zVg-I#f}Yb0=Vi}An6n(hBeV%Pa#`pp^KoZ}X=7%#J~t3tF$dw=;866GfZnrD(AENU zB2RIzrnKM86Q6R`mCW0E=>49h|BvR*JS^vSd;7O}iexIGNGchsM=C_2B14HJMN)>8 zh#ph3A>5V3Lzq)QijYzl$4OEXrkf$T$=uj z=XtJk<$QEFmzsXSW%cNf@~g-3FhzbQRDP5$HjcKSNJ376FZ3udy@i#9G*Oma`LN4n zb>;s?)yyL^5Z7VNrH!Pe1mxJAOZ8px}5&A&uu_0S%H4@ zE*YUteY7}(--+Ddzk&+gF8d;v!O5AvTm0wprBoVhmYnqFpBK{RNvmd*@)khOc}teW zkohK?W&-1!1UQ;qd;gG@qlxIg2>1DYymFB=AA2)L;8}E5oH~2fIjT0wbuCPI$8ZRh zHG67(Uw|p8yga}^Y(&pob5_6)_KvGw6?OP24KlLo?bRCfZ@igR`ZrWq9!PKU!(G1o zEqG~N>_OGHNBNiCk;^$Aho4ReDbAZ|p7HzLAl(bEFT2dU7OO+dTZEdhu&8{sj37dc zyY*ZCdCbgT25*|o-S=PU>h4;(^jwmnyX)J7E|s~9Y&U&;{YUHNi=*k6eD0@hsDo!$ zUHCWi@T>FWBLYE&O0+%cy?n56pY5)2t@^{EKbL4_&l|U3*OL7nLR+hxcUxCKgUfl7 zR8jQj-O)pNO_$#l7Y$31IoSGw|F8FLyI*7tod&uYy6?|Y8O$SURc73?P5+wAhYrx+ zSYDkO^{wS~T}-mY{P|G<3LZ{JE5{LxtAE9`=)-aRwVA5R(<+qXIsBqc^dp$F%lEm3 zM*o#>hy|RF1>aFv!E>oi&^9w8MIIdH__wBVe@k6U^OE4WR{24y*z>|LNLirH0?>v0 zS5iIVHpMX$3bmY0+T)V2)Pa<_OHtIm0U^6x9OVgFC@$GgSTnz3X)fj4GeA=ZW!FEg7rIKF{ocL#1P9~0Bi3J5B{S{g8@`m?$3 zcmq5X0oHzK*9vj`1!@B_vlFS`4mj>I#l@?Yue{XPI6`c^YhTZYXb9Eh%@yyvB=!>M z+D@tdk%&W7Dfy?dv%u@~uC>A4di#2gr4{UI!N#1s zUi%t!ft)iXZ$m5jiF-?dK+-jQ8}4oS5T;wbq@`wwcs+vd)~RLR+CHS%OP^(OQxA|YSm3Yd<_f`to#G2EdXGPy6lAkSg$umDJowv%#X?o;E zr=?qOb;{zXx#09T?kk7gjfaxeLqrvS)9MUg%(igtHTOCqGC_+7)q2Zc-xXZI>R%>X$je3TP+?Xh#dYzq`MpndSoRT!5+CTk_WcE04p_XTXwnb9`>t+%}oh z$M{1Gzm$=zxNoU5Iom{CtaN?ZsOhUyrM&*a;p5&DzQItf?~WA`iUrA4&l@h!KKZ zhSc99qyVOoxI~l*N`qSA*LKCm!FdMT&N355i>qmc>%S=!dW_Z9W&=#3^%Q>FKEbi~ zrozt64T=tsIHr-D)X?Q3Mn9O}&o;={t~O=8Pu9LqLXU)T!alJf1ad2Qbz!_%b##3T z3|*OR@gFNev(D7Gu1$l{Ofq(#pW79eq4yUHS+v_^%Ds$eHyJc4aR$5OvxX+bZV2kTaVR?nhUnorO;c#n{-IZ3`#n8PSEgUSVu)}x4XXrTNiAK z7kj3FNG4x!`^68uo*s&D4-}~UqiH}RrNojYnJ-SCr64*F6!8r992edEib-|pUe$YI z?n?vJ@T}MT_Vf$;c5r2M9vX!sB5F6hxO^iDD*^)n_5WJiQoFX{;iemVs796Zbl$Aq z({1#X!M=?j6n~Kqjiorvmzg#&A|d(4c+deC=(?i&o2I-5db-KWPxsc+o{xs~kw&830a9WgUUrz_K}Hd~x{9NH^6@k}F0c$T5u zNQV!WZ)wJG>J{*lqA6;NNTba)ZN_jU2r5*Z@_Wj>CqBP%RkdV6bLi#j4M#zpTD1Zx)GDdKZ6`(cuNQ-wXw<=&w8#ww{7E4Q!N;O<&p-Ne2T?2vf97YOm?0&nQMU{SwD1C}6I{B0Mi#Bl8@2^i6S1vg8Ga3>kwVr({vhNRV&jt zT(!R^Sdshj7WC1g3FVsLKfV6GDSk*lm|&&Exgv<@3)n=OFV8Y5X;HeQ-ts5xGxxdn z$&FKMXN{?nq#eq^F`DU>v=Y-zu2xEL^79pI-ykOk93?_en*F-L{!c}^m96bzo+x`pr}_4JIDY|DiekX)tE1vf6sqS% zuDw25G^CR%AQQ5k)La#Q8dFO2-;iIteLwHvD^DPyaUxBEYNX+Ltl0r? z;0+__;;ayw6!BE<#~2tOoi=S>YI^~!69Q%e+sU*#JQH&{&(nBEZb7fOC-KjP*I%YQ z5C^KrNYLp-b4wcg7p*s?sW0r}>W1&T^o61i=-=~uYg&h@wQT2rHFs%OJb-|{9Bu4* z`F1*O4ceSH_Dp6K`G#D*w00JiLhIVVx2Xb&)M8d;xEJ`lSdJ{gZ9?N?Dr#cA521@T zzFIB>{X%>r1cPA}g(8a32qsD;vB`wgU%BD;X@jFwe9Nglpz~k-j_IirA_#B-?m}w9 z!|Vfbj)u7>`?fR-Jp02QC2=4Ta2b2kF#n?=u)lC?7fQtf0A%+^lRK4*@FEl@M2V~G z*6!meo)+2^zLKtRp;Qnp1^0)aJ`zc?ro&-WyrN~`&#a5<9bZS8UvIpC-gk&%)2C^_ zp3KxJC*yl4Zefx8gRu?BArFyso@STk9S~~AR>3D%ER;D3*WcwgiyT*E*pz;2uO2>b z`R>OePu|O~T!Ut{=StbRYupOMuX`VaRe)enJ+b?f2L5r`{#jz#2u2+Z4-;+ww}F(=Biizo0#Is!lm^ww&=t9;LmKZ&S1=^ zGV2R-C%q`#go$1@$hd_*lg?&8tRf`fztK0Fs>}K-07y0>8H+{hvioKO^)3{glpK&u z6&KuxwIAjvw3!a*fz`!E%Bd8uCYyrKw(;9qUzfS}C{!%Jl75AGzxs!)vk%AJ2+9r$ z#}Jr<3r-kIt2a42J9GX7mx>Hh3$UT|gJR2O3ycMbA(w>e&N_n%EX;f5gG2K<^ZKxd zM~Sq=fxc#A^2sXdw5#z9T@gjP6AIdvVBCrG|SaiVrQc z9?+OTmLm)7VpfGBrJwBLe=R<|jEnl^VDot znjl-;_)#~cT@St3LKGvxG!<@6s=yn~CzXqp#r4Q5m0~f>X3T&E?geSI%ba&|a#EuQ z#5Pn;D^Bm@0mop0Rb+!T1*29x9#7xn=#oef98(+ZyO{mOB1e?rg} zX7lTX1KU5F3LuzV`=TD4Sx9d)y<-Q6n;)tOuzk6@C0b;vaca#~7aoDrFF--mSE#)# z`WTBR?7)&ShGz@mXdAoBmzI)XIEH=#=-N{y!nwx^w7&$ooVSEQ*V^YQtcjL99EQn}MW6aM*FEcU zcq~;c)~xL84(d@|(YQ`CG?ZAX_vJYDXO&Mr{dCCKv3+UAE_H8eYKk~`aG~SDI?n4M zI5_KX7@~02?)1b&`%Gn1hjMi$u`$`eF!|+ivg5#@psgoQ4%;bwMNSP(3g+|Zf3CT+|u^ig$={YsY>h|5cojKeMVyzOgpUvZ!^(IUh z$~Qi9Y$tJdcW>XJ0|UMehNNF`CW-`LY;*he?RI8nW`$QbjNs94XO7PYdbP)1+8^?C z(phiykt6TWJA-!JT0975LCPFov^Cg53QyI+N@5Bl9x6Ba8$AaO9670-go8VnOTGQ@ zVUMosgvhSFFf!bsF?5-ufB?XTrY4XurUO^-nwLk4;LGY`Nd=}p44mzn66B(&ZCI<)4!ArVBfAWFQyV$*}xx z9p>T7mM;$)AJ?Nt4>yk6rAvpbc6H4zzQ#plT)%FdwQ-BbKK}o}fdh9RI;3t__v=?X zi5KaRMBT)`zf{LWo3yTYR0W2G_084r^+iDCH}}krq@*OdEj4F-FZ&u-x1E_5QEAzx zZ=F<5PEI|xMUU~#U;>Raoc_)!$NZ9$HL%LU)7+CWsvkJBvk1HvbLRL_tOm>Jd)AJ` z1K|-CfY@V8ojP?&fUTQwE}fG^QF#!Da!Tu^pyoGP1^~ z3;e^v!mb4FTU#=9%9Nf83cEnXVYyeYE~%^x!Hm@E@J=TOhiy!XT6Aq=cmBS&j%skz zFd|NOO4I&WNoeB7Lb2Biw}}A!I^zqh#y%`By%?$deEi#S1_p{~G;fl`2atQ=I)o3X=wbAc1(iR_*qlq zKjY*!v(wu%GYtYegT)!KkdMthW4~g>PSNL}sjHhyYSzZ`SyG03MGq#Hy3sEn7M$FK zjU(}*_(^$i>%oI0n{>Yg2h-EXF=#Xu#UDL~Mu~p6R~b zq@_Da7G?SjGR)SVgNp+@sU4>Lao#DHF73R0Sr@}0i$#k@M$Y9_!##uJx0ip>ph1I< zJ$4cokO7ivvaTc;#uzll*d zs0YTMTYOEWYjZJIiPv%5F1syT(ycYAWcyvgdoHk&Z7X)L?wTUWoc^}hnmo^+srjEJ zFZ*THhFKUEq-~sqd(qhOr_j-qkTe%&`WpBJA694R(3PuKgKfIa4_}V3_JHQnw%Dqs zuKQrp2;a_RobJQ`c9H5Op4l`rvt3tGA~kX_z-YfcYp_XBmH*tgKTE#&R>%8wAD~l0 z646uFYW@03zQOv6+YmzLPpXwt1pfYMX=8D?NdD>4-+CPQ&LiT9zV`+ z1mLNn6?yZ)gYFou#Kk8K9Ajl=^~g!PG$?w;$tm{sgCXFv=eag)>fEKvWFMa!(`RU| z(3At<=t$tO2O9x~=)~nR>Byd~LG`}C)6ky3;nU;+#?=usHK!*hy1>*7dHqjpY1?K* zOqB4_DVT{T5<(c6(hVzGEj*!R67Z&C9$Xd>yUR0`y>BKB7%-sl_3L1z`;7VZvq|bV zLMC6gBV)4;5NR=&r&qv9vMA&Fxic=Q9VPwx_3JDp)qc*p<6SIYEUm7qo5t1eQkd8^ z)s<7~8R#qFVA394*=aP&A@<`pebH|>zmy()#rgp;g$Q^NUN=4T; zN%I6!E?=&Qd%fYvlw&<#I?r$E$gB%Z9L%-iOnrW~k$`+L?^l5{Fl9rfmAJx(4g`e-~~ z6i{@-djQR|(^exqZ`V$SeM|oGff{=ng7+%4zHQ?N_7#Tb)(aPAJ%8SpVB_@i+#sy6 z34L819UXD;4eYjI%Sr8qzvuq6KNM(G#JujFY*4yx+xq1X@E$W}Oj%i3V1d;c%SX;> zYHDgdpK2_7_wJpVhDI)4NX_@1)h?F&j~3uz-@lcEm1F{HYim<3TxciJnw|Uh?I7Bj z;&rN*(}3zQ_9l_;=F_LWQJUPM*>CXZOUzzPp*IcwX ziMnGA?^x-~&l3OfGC={dhQ?AOqGo7$%#S|%7cqVb08~9lXza_%b?K>YIM&y<#W}U3aw{*u+iKY|WsH^9eZ1eFOzrlqTWx7{I2&R3 z`{&P_#Fgx{eb=r{Aic#hxm)b{g5OnDTiI#FXqs)Z~CD?Av%H2 z7(8_7)X;P5Hf`!8^B%6f)VeH0jP3aVwNpCo#|9%ZH1L@1^eWyW>!mi|8WADGc^yDI zfjCK7;hp9z^!-4lyIa|G%DJavAHN?vkZoX zbJY6OLjkw3)E{*NJJKs#3+~^)12SU2a%BKp(UB~t@P_vUTtq{F^@2aoTknOVdI!q7 z$#ihO=iSl}*qIREaAJo|l8Kv}CdG+@O`Un9a@Eha@$ttPei23y5#(CHeNyeUeevQ2 zF9@HtmJZ*@Cfm$;WtTrRrY-sgCVNjvV_H`q<-{T)n_8c)BDY?a#%WKU zo;|~@x|!@!HQ~9dKtC9Znwno>N-}Vc+q6_ zxAOA3pesnewAN~qWzywKo2wjP00)wH*8^CJ)EStgJ%1yYa2$wecPLYCGIS?Qz%r@G z@9^Qnn`iq>AEkP+{6`U=L?CuBifK%FoS)y-Cdq11!YXZf8pnDteK3of#>m%+0P5AS zzVOYPkjFt3G!#l=I=J<^c|O)i%mx^lm{{3%iPEYq)7zRIeXZiHR$kgUg|7$7-d{H~ zc9SUEr$Ry zjEMe(yiJT2SI%^txtFSBaa^+iovAIqWUZ8>F<&5e0q2N@2`nL zUk^r1Q*AnUW)y4pfc}<$h^g(4ngw7>On z6S+Yc8Mh-Ry+l2-EB7v^=Qfzm(=MiwKgq-#!7SJZy=4EWsHpt>^@|Zp5%GUjFXtKU zV2c)IZ0Sv_(j8QZsU$o2oOB^`C12?MMnzTict(a;9eNwT%3ZV>C6ZRqk+>5l+EZnI zjOcBi^)xVz@^T8*x}ILWL2w$WoFsnwz7@-s+0&79V600&9w=^$-ieH&HA!5RW&_3+ zH2lx}(@VqUwAzxeetMa#$jmB@*Llpi76rV6ZSUT_t0v@C9HYLeCrf_>j-@(DLt{*m zRkz-~_sDlq?bNB0leYX3y>)FRJqHa6W5I@;IW%tEIQkOWu;b^%e zj&rWtJt9lYeztU6o6npQ?6cb}U^dI3fdfPN-VpB@k?n^LJud%k`;3#fApI%GLov$; zifc;zuBEFhzyowy+hTnFbbW47)A~1%} zwwN_*R@(9?yhdk5DnI7-@3>UgeXXdN#?7As*6nSP{p5p@5!M57O|-M9^12SR@KNlYRV}z9JLyzF|T(9qNxGT zE3c>sDbM=$?HkVj`#@5r8W}O4bTGL!)l47uN(fM+sDss=YTa?I^fAha%V`mp#SO-jQL~6Ti?OJm}Qdvof zA?K0j*W!rz`=g?a$w{AO`uZvgS%5gXTSaxQnXUkSKnP zSNDW?&kM$=xVy~!-)SiNk6}w%o*F(m`Q?I;3Z`R4an~d}A(M_YrG5T){1=?->g^K7 zyOl^xBaILw@hybMZK0u|3_1(qTkh?hG3;%|mOX*$uMe`m$&BJiDj%`+g5s+^)*>)g zHtmInVQ`?jqX&rJGH2%*I575$xemj_PkXaHff8i+pU3clE=7*|Gq!9QSGOdzDWJY; znCJJi{n~zea80!WjAk9~VS5{(f-(zLZFwd1R?X zG|5d?3<3SA^V4ILTd{M`oP8b>>6l27BiR_?co> z0&F5_-u&5h=+L3oHa2kpqz*D6XMc1fb+=2Ft=UQL!24lo4n0-$C^N=zf}WmV;GIbV z?xR>N;Sk*!7SIk3-TC zv|T{Fj7Ygt(KgE1{Y<{|vFdSq3ltO1jLx>Px3^D9-4_$n5|Fx)S8OoI1#gF*FWV9k zas=#&4YtT9Fu2MQ+Bxfr>TsWy1rhoV#?kqsbE5!V2r67-7eXD=MFCC4)R%I&N{gHbN=)$o1&d2~iQd>z3FK zsJ4HwB&TrCyc?g|*(XQ89khr1WbhiPGRJdQk4`yO(k*`cL$VN33X)AK z!}xuEiD$vbtS>sr&@tgh-G1QEA&{-^UHzvd#+Fr9c1yAfp*j5KvtghbGu)Mn;g$k%`cEtdxoi>g^z2|S(Uvxvi{`$oFwOh(9 zkD4tQ8o?%a70;9CIgLPOzj}2jz0VG?|E;+s9qGB_`!PIHZ`?R)o9=Z#iUWAzft>|5 zkd|gVV@6kShxea92LWll7b(-L3#wq0u}?pXk0LYSE`m?^Y~HL#6OKR2rw7o3o^P|h z$ZS|J9D>6BHLVKQ<7hX zY#uXqtT99u=dH0!3k!BNp~uGCM5$M??emvqQPUDUid=?68jxK!8#F$!UOZIxRiKmg-#){u|;O3~)^5o=0_4OC6RxQ4*Uufr+nO!*McVfV1Evv(1 z!&^Dz$yiJ?RHWa81qQ|WbX_)R;^BO2_6o$7!02Qo2D&VS~w z#4-Q-Al1)I021amFC`^tuJdgn!kwN5U>M-@=d1a)T)W~ggEVcHmwodRkGSJ05 zmwqG@D%bG0mmx8#E{|?GoNBNhv%t9t&mGRjayY+S0VqJyYfP4CWMpY=J)L)_%qlsb zmL`0@cL%Dsd=CmVLzIF_Tjk)PLy^j+WuHHrf=9$sqdX>YWlT>)YWO$PQ_IKXL{EZ_ zkc~UHah9~oKZW;JQREPLg~R%DyG-Af8`GU-WZ?52AyI?P<9^~+*vub)be9;^EJpNA zzuGKwBf{fGnfuY07!Bta6TdekA9C8VmmSBHpja;MS$xPQCZO=jp#tubttd4);7#!Dw}#(T>d2$@)Te^!C>mR%F9@U9de?s5y{u2 z+S@K>mReT2>)M7~?^&dkD*G9C;68%}%?9KXW4$OE2OzWw!o$v#L{>E}zn*yuD$GQv z{`G5UoT{hCec4|c(O%7$SHGGQ2dI&RV(YRgP{fQ+NIL1TQ^?#vZYHW)3F*0 zIy8Ir0LT5d?v}rQ2oyZv@ovnP48ZGVWl)<>L24|^Cuuz zqxfd>!V5d^-@osK)b@GpSlF2LZf>!hS%JkLaGJw1++0UTN2K5d1>qd}KMN};!LC<# z*gNip-V3|F9@nEY+ttqMD=Qmv$CJYu^l|at0|%xvlSYRHCT1}Q#-D#XYV_z+(A|4d zQ`e>WZ%{Dy(a0U+=sQY(^8V{R$wE7K?tGINsmVmm-#>~KKYsium{ z+lvBGqTcQ5gz@929DjTh$a4JAb1$xTv^+W5=J}OUkNFyAKvW|~jmpl1$C6l%tmt9+ z?8)xRbNY#+I9ZI~t@)3@_DHwy84Pgno=g|>&! zj!iiGB6)de(+0QyS-TH-P$bql(D%VS$ojv3ryhT7`Nkwt8TPUi%>hQ&l~Y63PjZgZ zsP&SOVSbMv*{UN6nuA40(i}3R_ngy`IY}u$x9ff~+Ce&x_D+f%!XJ1-+4L4aeGC+g z8_D83`4pce6%|z6og{`(Y)h9f_b1IAqNOE6UA7Hauc~UYv$HzEyp5&GBXY_VMu!7e zWfc@i0}mVBCwd-w!*6Y1L|*Mz)7?>nTIOw;z#XZ&cJVL?3vUpGh4h`TFkq z0L=ZvGZa45?nup?)I4H^#+~hho)WG^(#8`T~a_!HEAdrV}A zv6g4;YRGjd4$aaP3h~xiKgi6kc>mS$%MbZPjOrsRJ9Og2L6V+|is6loUIMW*TweVF z$_lhM+InnF_~=_fohfids*Y}a(YKXkhag}6>FHaNe(Wh28vgGV?OkbI2fBo&uAHp! zz@xE#9n4J$IDTS8Mq59m>>tq1%5p6-0|tzUYz$4^-#h%KgT}1qyM~V*{r%XR#Sor! ziB5KKP{J_r{-EBT&Sf$_^G~AJ8R1o}~nLP!X+rH@|C|DwRyX7V=&&M$!olMMc( zi(-h9Qd^F^+r-SB;7CfSqCl$zaR_K5IA^t}83JAw_kpl1jF#7sre*}(xni;N%$71b z+s)m5yIpcF+`blt9Nz7>*bw;tyRBb;3kljCPb7dKqg1X^lBlP#l=0G%=`&}xo1-;D z_zI=WiAUMtdn%ejYK5sWPwZG%9@iB>k_%b}_jmLij#7eK zXveK|^q;a7L}}_7%Uj4{m`En-Qn3Yy&>?l4$RzF^1(z>YO0jRtAm%&6A3zEF?cXme z3IVEmo*QTWP&KvA&S~<5KDP2oK)9vn$%&seOBiVVcKEz;oygMJKHawhHq+qjB zgX@7S$pu5xWJmyq$JCQ^-*f7q${}(MPfSXJ-Vo3)NJ4N^BO2CioD*sDEr*%*O1PVs z+tqTdD*R(aWaKthcPXWr-lp#ZsT%4fyv4>7lA&OIxWU7ReWXzZgHX(1$ulzATFpcyV=265)u3Dpy zYKoj===FaoyLi#-m=BNpM;o>n#Vy$U9U@D_(WBj&0+{Me!Ir{6P!5K+5&-Q^rjeSA zZd6uLiNh4@ZeHG2fBz0>Nk>|ZN6aD!Y=O-Iz&q#8Ni&O>W#*v&$#lWxizz8LF_Eh> z`mwYiC!wc{wC&Q}tq*WZ>3<&}Nd@G)8zqHAEK^A=hmAF-*_xs&)Y_f3f}si9ldB7) z2dsLs(Wf_;H85=1!7@G`8!KVv3$wx#tqi8G0H{#{@q&CwQ|Tem|GlC1Wj345F;uJ8 zi*=`!Q#dmhn1lZmo?qULVzCW@2weh$cjcry3T_+rv)6G8qCz-by@UB;!}7iAo}QjG zNp%`qyX1|t3zdxV@WO=c|9PTc8+K1WSCl6nsuAg?pvb8zV-pjl*pnQqQ#lbuh74%j zlv)e;Y!p!$kR+9B=Ss8{&!Ir!KdNNF`xWfPZ#`9H2{?{+dw_f&t ke{Ov==l}a(ecjTI@i)FEJ&vBI$x~u#Y-V(Biv70#1JxsVKL7v# literal 41394 zcmeFa1yq%5yDmJf<+61t777Mfl!AaDv1}&@DBU65NJ`^UY(Xa_QYzg@H&}ompul9( z7=*Nv(&u{c+x3sV_xJ5{&i==L{&5_`u@IPZzV8$Febw`>I~S$Tty#H!C51v+Lp^_5 zmO@#YLZK{H{{1(6$GVGkJN~oO<|I}Acl>erUGFyjy~66eiVcObPKW$m6eAvOOrh+e zP*0zbzZ%@%>Zq^@|_wKQ0ze@}G-5%leH;xiA+`d*>CD2&aOKbo8Klr68 zV?VD{ycrvKRM|gj#Tj-XTaHRus{{PYckN%QGe7seG$*ub(TPi5V@_f$B1s7a+1jc~c`K zFR7|NnVFsCclr69#@(r9UiNS|Z&0PM%TFt6fVEs;rGe+ITLHG)6wlt@`ixh<`~VkM zVua)(%BS27+KVV2K_z;;ezq%|<|e!CKEGNf_2g)5gyg|1FJ8RBn@qYDO!dYKj*acq z5j!uqIpw$I%Q@KCB8tVltV104Nj-_Uw}q#7vOA2Y2a7k`qKaLEtcyzP{)Qu5DygTJ z{I>dHXSttb?v7g@!_Terym_-JUC_9uBdRb-XRDyy%&YQMkCOzA4t>jaogRPp`t{e` zk^+@O3ULv)SlyH*1GwqgSH8+WJLyT|UP1BLv$uFLg)*b zW{l?NW_uaQVdZ`t`|-zhvNM1d(bA&MrB$eo`+pP=5FjEdN>4YI!*^N+c`8?|SkYUb z7<5P}iBnKeP$5D25|?WFhx^<3%%(K6txlvFRLU9|#o#raot=^XTxup`y>tQBEc51l zX^janF$V_P3e+ar-HTjYT@`X|jWaCUHK|mppe;{TsA&8V-I5sV&T?x92c-~UyV2na z9u9m+yG>Ho+)&}PGb^$Cn*7Lt2ITp>9*g`UVD?BVy{w0a|V<25Bm; zQ=>10G95<@goK1*Ph9`)Ox*7M`_GMZS1S!PWpoY>CSmrB-akGf>^z>(I(N>Sg?@X( zUim~-{+yhgShL2|-nN1~nvak9RH&%4Vzu~uKIVakm6g@e**X5~gY8b=p502f>6WI} zjP}$j;APYrOj2Uo2yUWF&7ngtrc)R+rY&2dOCB)C z+xFDN$;Z+{UB^`_b~NQXrZr`l?zgnGoSd9A{#1NT*rx0Kn)WSJllH=bL-H|CnK%?X zoF7mq$9NU78>~Xs?l|_et1_t1>-gY@;%iInetbDI`Sa&_8kSp3cJ{Gl%a--LC}r_^ zr&lvI)`u-;#lCM}??6_2=KYbL=rGm4BA2sV{qx#2@;Ue2<|Ylf)G{x~MN4OlO3BD5 z-CDad-Fd=--=yxmx5)5qYa5#}yvU^3W6>1;+dpXI6C9i%WYZO+U*W%9!0hqbox%|l zZO$?d?XFq&Lv5}a@n^X;awGDF3f11dd$)4U8agh~&)+|)JIq}Z%OK6UYOFrY*Ed2X z%^+4PNWf|I<2k$Dx`R2{*_)KxuPs^bOQSu0p#1ozc~d$y%ym3aL6p^X^pVrVAeYa(2r<{G7!!J& zgtT;hs(!^LR@USVOsvoAh-_DpdkT<7)8 z$@-mt{PEnlHp=+rU(5WReY%Idb-N~Rf96Qee=Z|7d0NzYT>k3SYytD82(qL0%Y@b~ zSts)J_U+&82AULPM1I^Toa*IBRLzixmI(@~{ znr|+mQ0}s^v%ftYc;V(dJ>I#Y`MK(@pT~#tbst~Y7k(-HY{}$EH`hRSb(r9GK?^f{ z^J|Dh+l%yxUU~&yQ?gEcMw_p`r#3pVkX7VriVkn!{T!Qa)eJ)egY6;59R%JRq`kme zm7K<~aAhQ^=hXBDD`~mX$!ouVetpk=$z0JE&8si*@3UcIt_e+Yvai8n^ zj{8HezAAhFK3%9A73ZwqA%)cr4i382p`vG{rM)`E-j(7GHphPpPxQB!+AeWA%6Sr-Mc4Q1Tm0U8Vb$n#|H1SV3G#NeM-u z;_&K%k*ebYU(+pGn+&SMpPjl@{_Y+1xPAYDZ@eQ+8#nGn=d29mD~%I9c1#%?BfZCc z@0g%j!$oh=apgz7$FF{W%Esh0GLB8rbC0L+L)oLfW23b)YE2_;)hGt>>N(c__T)W+ z1Z51;8hdB&dwVMZ$)K!8D<-O{6qKMi#A9@NN2B6GXC-9ZBvnZ5x08wQ{7T8 z`Ha2YqIF=;o|D&?uj8)k(=@M( zxfCZGdAHLUB@Y_}wNg#AZTv?mE7^-qsN3`?DdzYixUQHNx~088e|&99)xSr7F{5~W za%xI-&dm3N!7v%0X_oCbpP@Sx_Xs)4#yKf6T$!S{BziRFmcOTx3ONIB8HETk6f`rQ^2D~yQu_ZwSFBRtb9-x)?UDU zzD?{jL)CmEkjz23sF*8XOYYvgmnIbIkf@Y=KUWoC)~=&$Lu7PxMMXvY#o1(*2@^-> z7!58<7A9Lxo|!yNpd`frZjE#k`XTf7!q$Dow50d7c&oC*t3`3Kit(%NJ%1`>^Ygoo zzMfuLb8|DVR(+C2(2%lH^%fvip2D9e`3&BFK(##THglCq0}%dg9ZLd16M$6=1)D1e zy(Y3q-EmxG?dEI?5>a;b#(IiJpKm+QH8C+U(z#o;zoCYcLCP;ENNmcp?RkzCdO%cE zLoL(nBl`GQt&DiADI>|BiRxJN$!iZIGZn3y`@wYY^MIap%{D7rI!M{%(%*rb8_1qFx2X z&)GU#lUHrwZrD-r{=GaPzdmnZM|XEL!Q<^k^SPSQPla@c#N58WT)wO-0HdT_@_lTK zJ~KIDhXI*!FGPz(QlV3H06}iCJx@fzRHUnQ%cs7V9WO8xl!%ssQID%tHq4xF~_l~khQ(wKs>(B*2ofIM^{AxfR zlM~gl4xvS_6CHgRIrQc2y)hI^lis>mr@q82^1FUKTABp1j1RWPcXa3_Y8I$sB?!(6 z1M#bvH>8{xDwqfb+_lAj4`CN$=aRymsF?42dKSnfPBHNbjYfkmMAy9yszZNyeL2(S z%~1q&v#~Vc^dyB;Zn0_Phx8*g~h6&c8YNlD>VBxd{@KyW=eykoOpO^ zjM|h%Yc62}XVIWrg|A<~{@~%mhke_lC4iDf>bbV>22F<=UcCO+m=?WZ{d#TRLki_Fsu^)dK*&ie5O5voot!q^epBZ{ zm{{xKpvn@kEn^!_0fBn*55R_1cH$*oJ5AF~8C5ZuqR(Aj2EN=HP2^gC0H!hnjVZdO zrKLSEsC=>w`1I=h?1XuVur@1ECY3<=Z#zyKorm%JS;ft6MSHX8~#M7rIVwhf2lEtyO5Y^`_1aQK!1cM~!J8 zu^Yordak?~A0K}yQi3TQ5?D!en41aTpk>jlfo)%X<@bq+toNR;T1p|gFoRG=kWYNw z*w~2MQXFZ)kb?XucB>CLD}R{b>35x+Rz_FLOG|$d*9UM=sGBL=Dlz3Z1h(! zJ96X*yT;m!msuP;HW0WkAthDmP$Wp9?AYc^#6kB2)IZZVw>JQYR5~Pk_www{;gc<>=w%E>RzwBS8`tA4Db$)w z^X7D*KhyD%k&)V%OW_u7Cx~h|e-5CF!bZJx>C)Z1cXJJjAW7{Mx%z#x{8Ic_{RH_b z`E#pFy=K{`uC)5Pdn{j<8ldx4eM%^DNP-dbGW?fp*_~Oe zo+tJ`<9RbsI3Pb~k@uIdTa;CAt12s{X!6n0JJHMitoSpb4DL+jo*6mJu!{fncTQ+6 zt5^bWXL*_U8!a(?SBcym%od>*aTjZUxEWU;^V>Z#WI#{W(mHVh+GmydwH$lb$EFOP zp@~Z~Bai>CF8`C!(_Z9G4e)SZ(Y4)z>2H7iazEQi<}RI)Jk0QDUcPAaoZZh-!GHcK z`7J-EoxM}WTQn=)@vG&dCwNmH#xpW?y9!^1-dbd0DVzwv#3 zgZ8sGGXPasJBrkRMHGABny~e&@H4CROO+2CapXuQJd_?Q7kwjskp~B9N03DnZ$b2> zti3^5#h!%P1YE_@!%NTI7Iv#HtcWH@d+7{nJ z@qz}$+kqFN7Ax&Qi_cKjjE?B^6q)oCMMM)~4nqq41qx9-CdS&{z8;ERq8Hg{z+{&iQ}sK$ zx}w1Pj9Rjj(U;VB z6GBroBa6wCgA_t^caXezKq&%}`s-&L2AZ=NpoHvHU`<7SEmsYc`L59J)*$iu896dH zo-3I;dU|4^MjYI|`$Uc3M1P}Un8L-24_jJV2oOVW;%;~P^5qMZKyEE9t(?5Pcr-<) z&z@U+{rnVS`cUp5)otKN@o2tq{`~E^k+As~%l5+UhqXNlXNDy~8mP3J>sXTjvd^IG zDNgI-&JG?rB!ST-h6DOkG!(;ckpY@D03v?AzHHc4lJkIRq`ny&8)IFDKm!j4&-sQ< z@i($;rXY91SzN=FQ$$1^3sp7S>e!;y`}Xk^aFoBUXX7*{Is(=x4d~*x)mxteGMECg0C@TkiBl9*hS2u90%r#( zHV3)6rHKH;&~i^i$5na2Z~N^cWQRBjzeByvS;?r6xcdmOG$R!CDG+ro8#20-IqL5z zl;x1vod z8e_EaJ4EU3gn}THY27Jt=ImJ$w3a90?uBdzIXEQ2TNIp}a@!occZ!aFIHj1e$-c9O z&hU%Y$g_u5sG4gV8<|Mx$5Eq) zAe00bL(f+ID;<)499roUD5CYrT9!ilQB~mF0n-Lx)v^OSR=mjfuzp8l-!5dW_o$Z? zFpuU%-s=~yWy6hw?59kU7fZE6ERKhtL;kUuM>Bz_YH;pqQLPiEV0N9SjbgUcJe6wv ztfKIHirp?C-~Z2t=(_|B#*ghO#^ZJ|*=3XX)v*emA_DmpKl`zX{`_>^q%}9g zZL)IDN6^VzBv*dDdhNma7Rc$lDU68KXy0&K^M4^(Zp3vXHA9I+m2Hxzp?-WN+V-q z8OApDg~Q>=2d;e{E4K{eG&Jm9?5$Dg(m3p@`N1CgUghH>d)pa@jCd9rYIewv-*;Ov z--CY$(zTpqNphhIK|ziP*T`68nZ<#BWvgo?2>`G>xW(8MQqx!BLVuypLkVf&-{d+ z3h7#4@1tWe0OD(39bS#j z&^dk3l^96Ze_O*wMT4SaS&x=;B!5fF8>F!j^Y@9MWhk-vcb~d>Kuk=t#_vIOcz8Jf zl`p3O#pFm^#*)M$ipHyr!GcX{qaFxYv>c$4O@&Xj!^ILi(rJvYgjeuEl`t7AFIcPN@^5UJWA#4@n+rm)%lfN{|LO(6>?GCrea!a?Og%LL$#!=erj4kj;X zb?gqAYzxDti9;RHx#Km^%^iv`xB_ZLl(V?lmf?zl1jj3m# zv3vmE1+h6mtw9)p=q02Yq7Xok2}n*(2J9I7`PF-234J{ZV;9R)(bhIyY_emc>+Bd~ zczj$D^4=&qmfG0BhiBJ`(?~!it{V!4JjD78`vFy{5MlaY$rsClG5@pPEQydY!_u(21~G(1R!J3KUPwjxbxo5Fynq-DT3+ye(g)r>AFlVnPX^1|2Z^_U+qyw3x}3 zX<2*WtXqYsM<21{iDBIiui={W9~$vmXV2c$RGWNK!*|bc@AsgWj7p`~zpa}twP0C0 z!^|{pxRugUMX1XUo6?G+j3Srv;i1Q`%8&UytGyG=@7!+&3*FCFC~H|))0j>Y)6V&u z)7`quHt+EF_V&KHhQ(kk`$;%%eRn>={ghAp_7?wjYVVGPe^6Xj?k3+v!Q4)i*Z=0P zp4d>gP&Rd-sKfa>*uy&vorX?;22HPHhLo5w=9^)wC;9&xGsloYc7 zSLS+C=wGU-dUrA{TH~nf?VKVH8YpD@$BLHnf+F8bTa`eivk^UCOzKNN*D%JU;uMe}TGUikvc@BmQ2 zO&yXq$c0qef%ppYAw-%c(SZ!JM&1E*A!W_#4Zf!z{&{r)ab>YC<~$~%B&d{=ljmo< z&0e1)Pr1bL$J;IZu2Z&{Tw~n1NlnBZsW2oEj0anC-VQs>8{E|KwOv6b%wrE|+tV8e zFqr_jqLcWd02vA9(;~nkjK7vV5E%H6LM@8VOpn2|D!IQc9LTt$wN(Qs_#=Qu0s#3Q zt!jLeNOS11W%wD0G11V_!1nf(hr3`(P^A^2n8Hr&L~^Qzw+dKz(}oStR5MK8)z-?P zaS+8%)3K8&Z+G3p-KX>fg8UGeP||cfL+mIZ0Al$=<+c0v;RFr4On>Z2bCzWQn-oN* z-s$*Gx}%+|yL%O-pO50(wWm_gAazyYDrcDZ(z64nFqm9ILB5 zPzIr3(65c@L$I<*d<3540qAB#B>*U#)a)jeJ5q9sAD5aU58g3**^nT#f;Hnn{D@-0(S!_G6`0}Vqjojmy$nF+P8|*7GxQ<|9lKt(HP=qgz#!_6jT_0P2E&jF612?BEr9?Yi&`N;rCtgW zFs}nNpM?|d^ySX}I)FaYLTHO9&KnnPzW55SWv7BGIy|b9gj$W3_}5>5jkY?plh3Cm ziFh@n8Ope#$~g5z1{}Te<;~*KK%f_pBNAFm)X1x^5z~3K6s;%bJU>Yx#;NC|0@R($ z$x#s>cLXM&%3|>00~~$(=1m#UJ*cI9X;b!gh$axr|6X*m~q7rYA!P z4z~uu??lR`4}SfsyCP-Sxw4NCOTelaY&Tj`{&KKAI>~l945~|oicCJyy$?GY{FjdP zmxP;F$q=+?A&CdbcOmkyB6D(cM=}mRPpAeMxyo zoyX1MDW;Gzpp43b0B2nJdKQs6HTn)9A<|anW+wf|v7MUUFQGmWwu>{U3N~JGcH{!g zJ}BASMV-B)z?a-Iga-E2iN8$1Z= zNLQs#qgg$(W&V}QD+rl%z^On!O*sR5r1{1+#${NlU%p%x{03c`r$%}F zNONujUNUBeXdm&jOIwu@817$*k-^zIdu5&MRb1>cBJoB zQ9AxFiHf`vC-UqE?#kB^j!zm0@c+X0L|=$?9O)YV@#A34u^K-nHJk1#I;yZ8OxXBc zr)h5UvkrOPjcR^&X^nX@#9qU)Cpkc9s}=iFa+;uNJx6Xc4sSRNjwjUi?9}o~P!K|k z(ld-cp3E?z*C0O|GdgNp;RqfgYhjUebM>~%Jt4m75n19Vi34@y#ulRt>c#fTyS z9<1xita02@d2MZNQ~|aE@9I;85r6;w&{jY4$-R5`&`5P1SkwLuTlQfiAQMErZhELF zd3JiD4|A;8ttq+=l{A`MCe>%3eYXq7!fdfPDGpi77jr(nK_avO8MW|H@7Zd$-DF_l zy?1B{Kj#gHQM8@HVR=7(;%Kfa6gZ3_>F_}62lwqei@X#1ia(4QAgAXT$XIx7p4<0B zYl5+T3Eds{5C!@Zb0Lry4N(z^qRrgukB5G1JCm4mY?JN0*AAiQ_wU~asx~bMaAf#~ zhFZ|Yh;Z0GKO3f)teJ>J*hx%`3h_@p7A@hNMNeX*lB6C2zr%^I+gP+1xnbjr1*z7c z*I@y{!8;_Iv0?}@j){p`Yw9gnO zvoJyuZO%iYWBrYCtS;ZL!LnBWCUe#WnFY?Us>i5laNtdWl}I_DyPX^F$olA{V-gU7 z1WogfX=kfZ2S%l*gbURJ#;^y#8XgFNn7#f(Mlq5R1$hMGn$|H5&0#kn#}wT z7z!6(5v}mcm*?n@)q{K0mGXosko0|Yw%Usy{GQeBMpgvVAAiVxDrY7BLCmF7L^DPi zHTT*wCii>t=Jo5JB0AiQKB55hL-I>-kKb9hpjugI)0B$X#s*uPyBc8kIckh`xaMlQ zB?nHFHGO`4%iN27|Nbqef@5fsj<|OM zCh!~NJUVoP0gEc5B!=PFDRXdnKyVlmZSc^!qSaYvfqI`pEwfOsVM?LIpeQ2B#7 zaA6Q6Hj_a>1B%0n;efUXJFTd2e$F{>mM})U!IsA1*#%J=nFvVp(VPQNiJb;>x*^cR zrF&#r=!Uiif0rK#o%jMzSy@@mAd4+$As`T0HE6uQ-;4kSgbh=-&}{YPCWx9H7#Jwf z-7!$=x22_{F~c;Va$mQnU)G%&h#37Wmh}mN5gb8HT05;FvP2Y@4n}Y=M`-PIf!g3 zIcj`aDEc3Y93)RRRf|n05MGW|DWjvKvycxC4Nb~0We|0B>eKagEA7@G%W@H*M;@(; zv?LUy^7rrSu+)=)7-9hsa=&^V=bRnN>1M$~i$`52>WaFC2GjQKae$k|t9WwUAt}_c zYnyp%t^$zF2MlMNxA>egwD)?5w)b4TF>Z^QR}SZ`!mef#c!W@DvTk6fTTs9FMTD zDuM^9F!xDp0adyWt4uY`-~my*P%)ZkZQo*pmE*;$Hgl4L7H7S77^|4uXMp#(!UQK` zH1suM#>Jvdki-|(Ac53aOeW~Qo<*@|>d=%BA~pT;<_-~nNUesO3$h~(?Y#z{N6of~G=;3YItW33<#qKMWB0T{nqrHcR3Pseg5$v5NopKM!lAzrXq?m7CmkFEXEEO9d3ZQD z&nd*alr0MhYJLR<4=kMlc+SO9GJGLagvcyYNR&WU(>f?9sDyB-BEYD^i_2$_ zkuiF8V}-%fm;)_!4`{kKo*Csesv^} z_aV>;a+m{t%Te?JJM7wGN?&JyRy~mH7!*1Voc6#@q4QOXgoE}I@xU|J9r7Jv8E|RS z-DaH%W`--!?=J%M@gvaGim-=$wGButq=>Pw`I&R5DP2Ea#*^_P$x2e`!ACgId*N5% zYKTH+*2Q>GHZ;2xNgvSaNbEo&d;a+G17Jl#Tl*=C`^=U2%5G5+kx@)6x$`EdBcN3B z2u(o+Qve3YJiZR9J{c=xP)0ItemEBadD3)pxHC>Q`^ZCtEkNA@CsGVIC+ zqX_ReqZ|6Vp>fqXCae-nYhnKKOI7iUk2j?T{Po9Sy|VR0W<=N_Is@YHh)B6m z5L_`i%R&PXn#01>fL$my1T1|cXEincd2IFI>Br2R(mmw@~lB#YRn$d$;$ z&EdCb$zFUafr#rksX?sXWX%FLDv<|>A48ZC2m&nveo-$$GzfQac8iTS=sI;gI=5-# z#&D9e1%jkSK;G2A!movGo^JGU54DCU9sujc*h<8JeBZ@f{U>0T^J`topI1H`{(-Ce zbQL31hO}%4@?l{5Dov>NV`Y22jmWaaYD7Bv@lX!aA^DUWN;G)$D#QtMnjXmVLoyp3 z6$GZDy}i9_24`{(0Nnx-r!7^+X32G#OocIQL7#ZHKdcTY)E9UTyIW&o%*oM_N`t79 zY<{5!1$vTCN>2fHQqx7*>xyfgotn6rp=oTYTF{H8wJp$OR0F>_1m-C1c4+oa~4x${+t-3hR_X)ZnaJ9cJskM|j z@x`3Wt#QN;DE?!VXz~C$*n#gYsOnp;TDUDDr_act8%%%-h};q2O?Qp4O`D5$Ev$DB z)7{0^yWoxy(_ShMu(I>28&3NqPq%E?d)5dV3Zd}yP(?vmZ#L19_k4uqnDn(56-`YH zX?=1eS3v3555E}8PSG5Nm0f;~1rsjm3%p;bAC2ia!lLT6Wdf>TDJ0 zM)D5zke+G+nVUfpiERbWrtoDa>uo^Gg1misE{HDN8s)7grQ#YCymJKjK~vx~M>&&4 zP6XzT#pKdgM4&}QCQF2#L$o=RcrJ5j5jCigBmxU zS|XSEO&udrN76w-wN&+Gnv9E8fdc3WF<^9tA=LSeAg0>lp{rZhq_@H&< zuzH(!7XCLmXI`RbyR2mT_3o{%)udXoW?3yn&;2axy9p zaEOQ~h>{-cRPah-{*rSca86J&B*C0(POTHQ^%?v%Egt+>VqbfESRRs%8j>80c zq58Q}WZ2)9NiYEHuXkJffbxI8`v2S* z%!rQa3qtSet2_D@*=3gv&{jsA~*@ye*&Tw&N+7KAXM0z@KZ6L?tXmB|CBR&May zpP-Zo1Hx8AvJFFN;baU!&aO6&4)KQ-9G#yp0tZCp^CWbZf}=(sv_0Js86ULEmBBQ4 z(CI0KtDYvwNei)qH(Jh(h|lwZ-y&3@YYk_%d!75wQz*?@HCND-DmR?l@d%=X(B8B6 z&x4g&zg{C4fh?LMvSO(yhK%u@f)?t75PSPG7@9rcWaZ`MiYm3#{UN@P5c8$gP?8w~ z3(a29hZ6ti+)TH4H+=tc1tkqXU=MaG{KsHiwIR~FvUZr`WRDAA=+hm1S6mIn#i=!T*8M)=T07QO1(!$1~ExU1}#ZS_1 zr2I+V1a_GL;td(*FmtNNAfXZJgX72VXh!z1>H8rn!Scu?b>XmB8IBs5HXlbq2<`$s zDPI1NKKiZ-z}5CPgpn!5xf`{a%Ah6Gpn&5PRlc+{dcO}Fi7Ou}9q*-^=8U6fki<_Q zj?1bt>|ikxMo%nM_#Zyd=`JT$lTdI<)KcYTyg;%DU+CnF>zlLUpv!OD@_2C^UkHfH zhOVI0i4@y=FbZfRT^%W}*H!@ErIvJ)!mP|ZUVP{w#`~y6%hjB5hzfNqT7hwKaTzRm zyv^oW8W7|^3Y&woRaxW>_z!`mR+#q_fSR)V_mq_pK$)>gNt#Ioc**$Bn_KhtA>k2% zv-bQ->Q~N)&3u1t+uv{{(iIrEA4jv|q?^I#dGXMKF@ z=x)$vI*-<=m|bTHP)$uOPchOcNs2YkY89aJVyF~CC!UxlseCR}Cl`^aII8^yCl}Kg zn$C2&GiIyF?TAja@S*ut0QIUz&my)VNgM5Nw29P3jw%r6FQerTaS7U2aAjRUz@=U- zWC+0{njVgXXj*m?WTd=pk>a&rt5+*jQuU}7xjj)$nZ3QeP(b&AS4#nH(Ac2dm!qAA zK6&y)SQp3PLZ%1vk~7U=apB{ft?MqGi-cBbs$LCEIKVXMi0)a7oKAmahW0j_rB!YZ z+lY_RmQp#XybDhicn6Scjf9;(T5BWLmNf=mAJYu7dcnL1K^Fr6aYuw3Qjzf7KY6qm zpxjbgbgb?|h%h{$^ml6nTOP{B`Xc9-U1g^UBWq^Rp-7UJk8_BD*zMeT{i$qWV(;t# z{P$6TtwSB!9QQBZVf7~ov0(%A6#ab50|O#3Y_{K!`70MG$m_M4D&daUyj-@W19pWB zGB{47-yQ*19l*U>nuo#1K+==Gje!{z87|wqP0ZzL5+Js`q9Ve>V%v_}o8=54rk*L^2JABfTqs7MHzwUI-~NA$`buHMGm!DlLj(4Y-WIXC-{ zcmoRaL(%`)M)Lo1{a@3U=ONXKGeIw*$aKSy%$sO-Qlrh?Rk_|#YT5zY$j)i+{4Jk!dZNevugsfk>piD z>lW2-zY52*{@cMgJn*9P!>M(Z&u+0i!QM4rqDbt3l*wVW-xSDE4_}kMR zSKe&sK^bjxn;vjVSorPQ{l%)wNyox-95kk#&?Fp(-|Zg>XPrHOtm;L7P8AxqEnU}> zd~T4KPD3N4 zqqZQ~ZGO7F8#kCJ+6D?bGhpc+pFB+7RbbWP1iKV$p>FJ|>U_r$YZM*>6b>?$Cf?XN zqR_VzOIQAyH~;lX*KtXm803UCvFNEvhH?|IxU#EQRLI*U2ra4?KKAYDbzaBe4iT(< zWBAvFQ}pC0h|g5nOP3z;xKCCH;RI}7js$++Ln?@3x^n=nyb;eL2r#w8uP5bnJ#mWp z9Y56`xx6lcKgH_vE2nLwK7V)ISFE~(^Z{COV2kDDCNDheSx78}YD zp$Q*0?Bq)KnNoK>JjrHEefPpgChE9uNjVrKY-fU{-0mw83C_D80XRf-OlWMF|4N)u zO2ahF^ePp_b^qGK8dx}oFTc4>jyR*Ani1<9Dh*x8?ahXB9gv8UqI<~|3#=oH28noK z!{93=)-UP2aB*BQXxAU86M3t+>kRIg>?f|Q7VF4T#I}P#9WCG7U3j%PS)XWPU7v5U zYJPr!4mZ;!SVRQ|6SP(!zY(;BEICZ!2+n|a;lNlmsN)m1Kz>uj(5qkW?6CcCA`o{5 z?Odf=fuMG?CbKVvYu6s{Pieuy%SrU6pdgFfgH&tmz5P^j8W9&L3Ta5o)t{`wly@7o z6T@MAbvNjGS8kLMd4wX*N06lS@c~~D)1z1mF+;z$ljGuqv8OOYg`jNp<&o@{MT)r~5mkqg1EbRF{Fce4EJAK-d}?VF4PMI5am zA&3+~eZ^%i*`S?xoxB3zyNo?RUABFp7Mo>~DS>Db0DM{Ju%K-P@nc@M3YaMqRNO@p zA49Tu3yOdmSx@Ldk-*wLcnxyu525t9c@}wEHKgeL>+1u!(41~Z1DlnY{>9+xLvdmG zfcaw@WO#}V$ab@D(783mO|Dxz&G6Srrj?Z&(Ni$VICW5g=J5y}f?mk&Cs8q`QLm|} zXb`)wb%fWWKA`gOkb@H(9PzHRD*j{3$QwZ?sV@epc_Kdd!y9oLO>%c?mIWDwk_)rm z-?+pS2iG{X-a(q^{k2l6*ZfEH(v&OMW%!-(ho>)1W)Jf4BoA4Ws}(SITlHC$lv~mh z=)G!+ika8q$xj;cSESUxf?{l4L)}mRHK1Xu{MVC@2DeT43oy9~*f0pEPol_aYe2Yt z7apgm>f$LiVX%)3&<3QT!lt2!7@|~Ej5#C4ZPR2N9SQXcmmmWvOwp+dI1fH?GzN;0 z0RqX|u|G{+-SI&bQwa}+!_mRk5=k&bSF?y5BdxW(qQZudG9E1FXO0b-kALk@bvf6Ue5SHB?Kicl%EVxht8 zuQWEO+XR;L!q_BxGsD$=<|}JApo>1a4w#1xht*ymVk@GMSP90-E9GR#Z0ejK&i;^B*U;cfx&4b5s&u@;yj0r{x)JPhdJK22Xa zU9NAFX*p*_eB3aN*8Ct&0HkVEi&DoM$W{54gR*K{OJh+XKXv|f&0IfOMI<> z``nCE+|37PJQQ}pgi-#Snh)`L9~A;b_KA|D-e4Ip7S*tk|BSu)uiso2>O2^TJM1I{ zsCEv=uGy&w5$4pqAZQX)PwtSPKXYEEzgiS>o2ClY$f%DrnI`gAZtW6oMI48g^eNf>1afFBS3v=Zva=NR*ld90ps+8E>K9nD80| zCHa%O(cYv1YKdM^m+2=F*>d&kgGQ8QM7*XGD$U8(PS_y%`>F^+cMfa+iL#rI1AY6k zZsfq0GjaY}6rtAG0YU4Ivim!a3xL9DX12RcvxWVp3@TZPy!{hwF?gQ>IiGJb%O3Kx z2GM8aR3Y^f+&(+#K&551IdQ-rt_E)L@2HKA^8(dkqk@B4!=~-V0f_g|8qxr1yR(XB z&0+68)|#JUpfWaZwOl}OLi>vkJ%&x%_17xyGF0tQG(^Hf3Em~(qe%>vw8HZo4sZcu ziqMc2>BewM;k!g>z$>HB#q6e}u`~&J7|5Y@yjsO`0ptY9Dp_W2_IFH5>W>ij?%q=L z^NdBoSUu5M0Fn)*fk)SjEriwUcH=6r@C@Rc%zMAZP~d-NvGDvP(ge z9D&@%t5;@1mxGl;s4wbHJe?Iot?imdo(Msq{1>#q|2l;O3&Tgu8KWk~Lem)H^~ZW6 zFdFTj;c$?n4*LcN=aUL6&<)n3dzf7=Dd6S)s<|_O&2jv?VcM)>bF}U~uZ+^=cC5Z9 zoL9#s4=XQ+KJ)HOIFG~`yECoWYe7@?Xvi%H-$Ji;TsuvIAcPbRkvv5}e2mN9b zhW?;eyzfgH2uwDu)l&f|(v(oA%)eNzH#x%-Tl7|Q)x)47ET-opjpy(4HDH2;A6dqur zGmU9T&^l(h+N!4?v?sgHMih@P9ryMtk8ohz!wx6O zJgWb}X{R)#!&TSj=QpKus%5m|;u<34qf!ecv6=X^{|3AMm-Y6)KS%$h^qVTTFQX*f z`&UDCM?>bqt<<%FVy;fE0jVd+^Lb#zE`T!+I&M`!EKRP+w*x`&Hol*P$**8DfcSd{<-%TGA5k2jYsN?El{$QTuwZ@?jQ3v{>^wR zzLZx|>PFv^D)rh~i!jURK(ipcTIED?IK3Kax-@{gXz-&(_xV{qJWG&id={|D7d=l< z%_2viD1bw*L(X_I(1{Q+(x5;qQ(lQ9gfk)B&Vg$x?lr=^U1S`L4yJ*13(il5%?Co$ z02MhR1c7(tmiWwWxi^0CNx6q0w@A_m z$|a%~!VAOi`Kl9a`|;c)K7?lwT^EA_rcTpCexnEd353EA9Xc&@2-a>GcuxoVuLPi$ z4;!fIslu^D%g#IdL(5Jq-zneSf@i~)1LLL_T4H}wv@?{U)xv(3!H4nz>osMfn{}tx zN>`vE@S@8rkjG!SnqT!>pznA#=}7UCb$U?4s5CgW2QVjP$TO%jYqGy%6wQr6^>^`< zTp}4Mi@d-?kgG)R<^}C}FTruV`VtUB756Jk&>&##pS101k1P3q`U0x74nHMLDqzew zOd8=?JZ``jsf8q~>I5jk$H0-#Lj?zG4I{dcsf#7Xr|97z@ z7Lk;l-I(hSRuH3$2A$uZz&jr{ ztcmIO3s0oz1EJc5rxFw95+pVNwr$CGb z7pR6Z!#%P^P`x7H*by^~riZ*Ak@4;EdJvQpd$Pi9us=JYk;%~Bha4BgQ}<-NgnMIf z2=f3nm9D7PiN*IG;=!X;+}TgZ1zCs&O13zt`$aWkO4Q;J9m4!oI0X$2NRrS<^UOvA zzX?7ZKm%@d70u`Clli6CeeP9_0!1SaG<3zoO8~(3z+}P0Gxcy_#FqPA1P!CGW5<+fBSI(`n?VM2K6n_Sh#6Y{K27Ub+3arxlT! z$}2wISS>c<=4RhqJ?v?(r7Sa4)#UsyK&zJb?*J{Rojjm{0Xkd-5Ql86Yhpgqh*P zoTcM9A>rvZc-}Un$DwTZtqwek^gU=u81VQ%iSe*aU(;1h8uYsN8IR0osN8bUoi*|i z=<)kvxv%JNcrNb;+-=JDgNqbj!m~R@=sON?D>WIS9NUGKsYW3rnuCO&4XUYommL)2 zfIA!aC#6=Sv^|EF_9N|{=AC_9PxRt5)e^^kR)?3%*E7M_~iH3xfp|H8pXktY)T32w9rxv&jIk#8f zSiOIr(jh-yR6XKNkOt$;B03z@K4TCvxL`XNsIbN~8^>!%pNHRFfwPj?8wxE2?u?;UfLm)Qq!hJM+Dql9J0w zFJ3%0P3eI*TSnX#Vv;TNKA*4|Hd09Uy zgHW_f-+%x^989yDA{POvMT&fL^-kfV0h&(6`21WE*hP-;P)(-EV=}~Ndt_|tRSY{x z#Udgb47S5sbHf3A_`fc2A|-M?e;spEo%n^sp+9~GA7(Ttzvma&Z1dp3TXkLCBMj|Y zaQ}xm!xIhpc$=`Tk+~Y=MIvnKBPt4Ut>jQ?CeEo5tY)r;!>@dZYKXu)Qh|a`>p)(x z9D*(J3J8qNa0PfuCSTgqZO^s`Cit2(w92ZBx@$BfDn!}? z?u96kD4pWVhT{g(!#y=c3J(V8@eJz${JRPg5+8hYws&|`ISqzKKQhC1Q{>49(3}#| z4C_f$16EysY6Z8cI`OHBr$`UPghxRxtjORookmid;n)vm*OxvYk31+Nrv(2aGG$E45Q;=SpVNK+kK?)DJonq@&E5yPu71OLeuuTzxxS@G<1#rN zd3fB$RbJs2%_5*&-rYGIzDq~v_6xh;iP^X2?afGQ9A5T_|Gm4Nn(A^saqPO4A0yn{ zis##pdslG;Tk^7ygkLZ2tf=6*+{f^X{z0cKTU#F2pK61B3mV)PdqwiKRYz|XCYj+d z-n1&@O||`ThvixIA3uHj)Ld&(|EBIr@1)P&Z1??-_snZgy>p8WAsiwN9C(FqwOkHx6FWhcA0f>GciuqJRc1IDq5&poQ{Af92tre4ykWgF> zyEQ_9sUhn>KR4p!_HE3xPf%?|rM-ZZ7QpJeYl<@yW|t&+*T-j~4SvjantSCqmC-vl z$EJ!SPYuMCghEoD%{F&xeZhb0|63K}d3mq!fBav7Ma>&?>{o`N3>^-)Gli2+p%vMX zDO*J!Ak(_t!!$J{H_O?dtI}WYu1Ev#7gRdrd*V!?yU8_u*^%c;u_0&}coiMdA`4=S z9~sJDmq3}iHlaNqK{b3wybn;n@i)%O%%MM7_aXMI0MNy*7vB#xHs7}s|>VM!z(dN;K*?ls=lyG`6${tRX zjOCQbZ8|JbOf5ymlkgzPTI=mV<3=-43ob%7B-%ZJ#&)Ke&ClwH1z*#Tn7ZUBqSYuf zh=I19PPC^9y3L*zZD^BW>tz4G4vmp9LJLJKu$WrUlQ@e^O-KluOIjL@VeMioyE!RV zj?|MR-{Z-NZ#z-{?Vhfbe4Q>f|^Y6D2hG53Tu8O4l}_zGPrgaWt4w;|RZE4UF<5lL^r++)Ap zno@aDJJRh|p1;kmGvaa5r2LKLLUy*a;jFh8F;>v>Jit)VfBUG%03}{?xDHO(M&YT%QV40istaW4({F3-HCof_@&vLrxqPWpkuDQOq zGkP>L5nHWoY+{Js^)^b8{yqyDl2>?N{VQv}Df+6M-*0sU|0g(nTG>aiP0L@2oEW?;vau%QX>{&HV z@Jg;#_FtDTvvY7bE_R6k=-)xRwJg8d8k!5PhIqlOdaP z?7Ik;wP*_8(Y@bZxJT^}=ds=i>4w!5wJ;QBhWt7ok@bbyvzrwbU6mPx1bl-&=@9%`Oxu*}sVn9CovJ z%g>^t-oL5^M=4nQzx4@(hG59HWGe=&dR$gPK3_@%|10(3I9v?s&&C?ZmLq?A5-#{3K5dqH)eW=+!}U8n?sPdMZA;M$sA6+n;8sU6Wl~X^%E{`?YKNV{h#t6+=#;6=fldB`R2E1ThyI$}i~Hg8$rT`F)~g zq>z`AMZ!f&8T;q^1Cg$T+O3gR-DvE^!|}1PW+A_S78w_#n)^yYr8%!TGSX)*4}#q& zEHebu6ol}R%y}CFE2MUR%k7K@;g>`2|HyShos*Tt)_;o0Fx1W;{r8`W@A;=ClcQo zcx91xLv1VSH~$-*k+!1Io4Qvl(2Kd5$Yi`Xc4+>6x0g-Yec&%!Z6+4*$+ zgBcl=SYMHpRG}ES1;!JiDU?G3+oV)cWkix7y~V}`Y8Xb2E)!||QM&_zO&gQbc;_i) zw2*WmyLoq8&}4u;?W6Llu3yNhp$&dld$B|$k=bXxY#i+&l-+XX+9UG(nC;3I60cQ6 zA;Dz{woK0Z%Z}T}jm8lJZ*ijO1oW6t+SXYsCA4qWalZKVvtz_3N=1W@Lz?m~tuQ{c zc;9bM0EzG?mZOQB(LoaWX|7F-U+9W|qJTMtsPyBQe}$AZ#1PR+<4ZZ82qEzjWFFrZ zDJVaVMz`$F_85HupJPp*rYA2Bxfz3i2+Lq`MK_GAp5JWlYmL}UP-49I3FC`m&+9LLhY;C>j9iPE6g`(X>~$s+HN4;3R12_gLn zAxz-VG;9wMV*+`W;EnTFGeu(o?zJ@g+p*7Y1Uq}|Gh*oT-&$^7SlvL)ct}v0Xcasv z8a;oNWz2z_5*pF)@UrIoweb7Pfx-mcZ`4rUkFafqKSlVsnUKk|xD5)qfsViKhhKPL zF>W!t_q^9EbKlhFqZD7FP5L;X2KxA~v`iJl_QU$_&H~PLJD)K?BuirRQEI4h;R`m* z%Wgwi^9FJ@B;Jpj0+n8-*IL*uG}#Qw@&c+VxZ zk1vX5QL|Ouop}UN)U3zZOl*-C9w-ygHH2pZu$UccaacJyN(g0+BUoFqM{UD(aM)ua zM2Q|mW%Td$Q;t&;=$Q$LyntgAUdy) zp&Hc8BGoz&JKw&`<-Y&Mj)aTFHwi-*;j!Ox%C;EX^*BB)=QpfAB;56=EUVECi`s&` zuozWKv0x5FF^*cQ+|)9+-?#Byf9hw0uSB5Rv@VLK_z6pr(cildpzo3{Xqn4w= zV2joSH6qnNAc|n%=@NeG-@KZkHOAm{0{Rphx7}C9c3SLFRe>J(u!zfzFIt*>mI9m3 zOJB1PmCb%3rhlHfc`Twep|7bDBKXy8tBSLWLuXc%QFwkMfW9U0%nYeT)gd0hbF^x~ zTXG^Pz7CoX%g_`Utx#WRrp{bwab(nB&X%v?^jG+s2mO6TTolc;$eNAMe`JRX(U>Uv zz9PL}#J`%;qqr6Qs43GSeWcE`;qa!uX;Ztd!S=!S? zzOM##k6*W!vmY6#!si%3Lzs)3t7hS9FCd4+@DP(Z-M;-k7^ZnrPV<&nLdJ&MqWG-< zwwNY1(npVtFc0?`J!k)`=|zjfS)uYtx&&1Guwn6oO8_zVxnyxQ)Rr~|JQs5mIdjXSR-YzBt+52x7!oMpFvnEPh(4Tho5B08Qt^pwjwb+ zAh|DtChy*>mpL5XS-hR=JXuSFMvMr-k--04oQ}Y_aSe+G=kBI}!=<3pcjA0H$k^C1 zvxSX|XVDA>5V;2baJ;!s55-`>p_F=9lt z(0Et0P-P!Dc1+DIM2fO*OLWohQaOw@G?cJ(m>QxvZR%9{lA8K0eDLAfnY}M0C->2a zhK&rdOB}Fk(nQ9D2oqbCDq-1tAT(4Fe}>u1mk(A@xO2kzgr-?E?-Kd|7f?LKLh$I5 zuDDTkgsc*RnVp|cVfl%oe#zyI7WJ(H9zA+gp0REq=YVCbpHJ+oQU3VxRlMe=Ct?%Y zdz4BSVaf-(*qRg4iW}EId-}Apwl)Y0P<3{G0X5PWD!cp}H#%yCb;6lzXHJf>wN?+9 zs9iu)6XQ!Yh7Rq*>Cac|{`~&EA8T&6!#|)d`{7*h)T6I@oI{dPf>VyBne$sM7Z(@X zdGjWoeGo<4>*w#kEhA$rmO-t;rnTL=b*t*Q4V`Je#P@S1)}N=V$eJsF%Ny`%I?G8# zG92~XrY&10CCDsj`gx(OS#vO#0O7yy^4mv&0dOd99SV9NxJ|E5EU5vcx`=$r2ZL2j! zmpP}teqYGCeRXve_z4rdJb!kU*ru)chnbOGdiClxsCy@fA{la_Vn3HRUi(YFQPJ$- zvVb=vii(Qk_dFW8FCcZu-185&{OKK>%JsCYO2CGAAt$mrbn27`K3Mtc)pkspDya)1 z#;jJyuwe~WcL>*e@Lf}!oi%)K-kV5NFyRVb*4B2Ge5tG3mX&41v)c|~RHx?9kbbMU zc(>`Ps}$e|_V4dgA?8JjbIzCM(riv%wQ3j#09v1PeY17ZB28BQWHqaC z2iC`{&(8`9+G4g5?R3S^2p8YB8#Zj1YHqH$uj%Jcv;~+3OTzjkf8S!nqTUq{(CJ!X zVZfhopB!r5NwL;>6%}?tnOh$FJjv16ye;PPb&ojTn{Mq)OiVoK4VOJQgZOKiFN>!uIPuOA}878J3JBmsaL327{hB zq(m?1A}ebGZKfR7|MQe(%LZ{@{gjj{BV1}rUbj(-4_E(pAv?}OL`{=It&0;e%5tu0NKZPpgONhT&KSY=BlfL7~bcA>AY zpL^|Eo21OIotOk8UFtY~wT@%9D&&10u66DV>mpV65;i#Ll1DZ5cdOT14(cwV35#?% z9OWptN1eB19k1zDDpomyNtvIYorfA5w`_Dtq*D9R(6D=2%=S6)yH1?w?biY6x$t3# znicEh?7ZCv&wh}F0@@)N>qm*1>#DkP#N8d*)e}K5E+?wkSJlyU=NA;jm}dBfAC8S3 zjQLkGT<354U9ngA>>g^-Jf_fT9^mEb0iS zeD&LD`SOko30kyxan$M4Qq34b8U7r^>7ku67}{oX>Ru(i)Fuk&;Y*8E(aW|)SutV7 z3T>>;wHq8A9uFTdpdDtI9Xfa3$tdrN1^MNZS!NwyA0cXX00o4(W)j7F12!t`jrh&EJKAQ-Ly#`Usyj1>@KkJ+Xx%fVApDJ zzdsNeImBSj+NBBj1>CKvcRr}R@!*F&?dP_HPH8JXP1l%}o*WWtPaT&}QDixPeh}@X zY;T|6y4pjBD)jEXkI_`{`)W9-Na6y1jbVK(S+c}=y){c}e`shw({AbM=_lbRx~GP@ z6z1i%QVBMFdT(~Dn8Q8+=YjP2p+0-?Gs2U}?{piNEm`XLMEiz?^#CI9WA{uvbx*`{ zQ&ZD)T$Y1-wc#gf%95ra>#BV7W+yTVXW+$G^V?Z(s6^lpjLxVhIAa0Pz7Bl8--r?2 zK#derJ`hK#)Q&QTV9v@(jZc@d@7&zntaffjGGZBD>fC=)V_qL)YqNOuxTb#jktbVxqTx9by)_cz|jJSv}ECvqUKB6a!j&;r2 zwcG6y3xPkRD-*)AK91Ja-4+?yOHzq7my`p`P74=qBRHJIj!obDw>|}7!LG}mGCD1H zE@xz1y?a-lr)@HMa@)>bx-fxg8w*SK=8RRVu@$j$a2QrGZR~DFIAC)=;6o_C?P_sx zS1cDg$jKEkJ9s$D;o7xpPQ=ON3m4+*)HKZ|xx4F$jPat196S?$Tmr5Ta?Pn?jGm6cub>~atEKE9_;^`qVKr4f&&%#vui#Z<31*tu(0 zUkv<@>L3tm!zfhuW89DoA=mxW0Zp@7bDkbmsHL@ao0B89wViNVav*6j8=c%eIl5-C z@rmILFDj4s*?PWtMLsp#58E!G4oN=C@-<(~lZo5iFkU|(=Hy9VW4s>$h*;UPC)**HMa5@_Z&Ieow{2C(3frnugkW5}TE0!ozz$bWQ!4 z__q0k>8Xhh4(brfT~DrUleK40dj_d;=2l*F;6PmOlu0Z-PJLPQ)u*@q8VT=g^3OX+s;7A*w4`vQd?#qqjm;_7w0x#)-sw)Ej6<%Ii%V-_zgQ6i z2ezjOk;GMKa%~jErCJG}-oNiaL{RXd3}VN2lkFgXpxkugL>b?k5p8|3W0@MV6W>qw zy_y;%?yH0VE+o;$b*FAa(U*CVMq^rL12mMGny`(3|Yn?1*y~V%U9Iqi9PE4ZN&z-7-Fto^=tLNJXtAu5 zu{z@*f)c=f5lwnB8be*LX?v3>e?uJ4iovH{IQ(u7Yg(lCFP8OiX`9Rt2)0qY+aqdy#Dfcrui=@vY0Ys_A=4p687Y z*fyaflvp3rc^j7b#+IyMn`kRbRfN~_vZ}Wc%gWBHk)lNPvnT6X}U+vq4eSHwG_==Q&o8SJE%k$X6VlR z_XFqX_$FCcbnV`$t*ERoRM09F7Z*GC*WbK#@7}!x423Z&Z_`qVOXcbA{Wuxi<>c2N zojZ0^a9^@&RacGe7H8x2o~0)wbf(NwU_wC`41kGI$%Se2{#a!_uYh?=Cf7mERH9j( z09c)Z4UmXpbn@z)Dc&yn+UIzsiYf;{FZ(=r{pMuxdJEnwj#$E?x zA7QVNjMu!o{ZH+ae`j9W!y~{)YENQfqVlnGmV+uQD}A|E{~lxBM(QCfH(}~waG2#k zEVRJ#jdRvoq7@>G6>vN%nQJ7MsN?lB ziE3v*GkHz3ZSCz}13`;Mra;Z8b?erI4M+|}EYvft*BPZy*>SF>4QB~+*&l(lX->3B z%7&YUGc!fBf1;EnV{V@mHGvwOd2}7-RfLGzs6T)*@N0ksGgOTl`AP|D(dA35_qLi&+jIliX4p&m zxt{<^!_NGaH}=x98K$&5C1IKfgxAPGO4yNwuXL2SJlhnqg+fS<|-UnKjsk@rIo_+^3Iw zA`$f7zpEY9$JVtm^tT1v(Y|CilqlF7Z~G*9VQb%;iIVqrWGw$HI}Alc%O_m z?I3_A&==gfX1ls-VY5Ap>0p~aQ$?CZS>7dW_ffy%**F6D2oN`+ejYqmS1>}YVZ#PQ z$Hip!)V7@vqIr+l=jV4WJw1ZdT8$7x$^7L_^DoaYdjx{;TBro0!01o!cMoLgJ$fPG zwt1OW^0W8SV-{2F5*td?hBrvbqTEn0)LvK?Jc>l@>lud)lLL>C_`h#ZS zVJXH^sx&p6Tg;X>Dk^gfqR4x*+U{6p(C^oGT~n=XZKonRRy!OKaTj>s%`k`D!GSd( zb7KVst68(U@vGr)m74mmUdo~1)0TtYgStzlqnvUjAhVYi=C{)tG)Vr|jwclrv*_2J zWvtud=f?<#iAqXJqnH!H@>CKxN}Zu#Gi>2!a6Q5feTH=O=+WK(`NyoioO<^Y=2Fp_ zYiVnHzW?F*)TQXSV*(fcG2@z@w|91V17!S6zHgD6n>n7liPdL*;dqA*m#D@BrjwAE zc#p~tLVe)%n>X`lHY#gs0$~<=kK0h2i>i^XzVEC--5C&}K(XLMkrSQnO!MIzx4aG8 zTknkO^^J4iwz~LLYddL`>l7a<*zdUcVGy_}h)XPvB-PEHc~AD*+B zwzJhAFN$|^QS|fuc8R-Z#a_d!_u9c;zgouK1!e1_krGUg8I7!(xg;j z9NDmaQJ%kTSJn@HMC$wyluD$05iE+3Kh?I83_E%+OE_pxBF=}h6UqAMcrO)rvPUjz zw_Y?g>-5`vEx<5r!QLU@sbrN`oQ!3gGQ=pC9H9Upfq~=64L04G(x1^kz?NcAXnDfH+}g29~r-DC^5y&YooCOU{pp$I;J8%VJvy#Aq(n!qd6itVy~9|W_|iwy zPCw7~>cwg*!eyP*BB!jP;!IIzo9fy_Oswaq>8F&2f~QYaLC2?pT;SQW(ABk*#`cRB zN3y{W0G1NW(yv@Og|(zWCq(^g^W5rbAR&CnJ2J8xe)Wr|5s*(ny}dk&!-Ynngztb@bQgQee3yCjmJs35is zNZEkxIQFXJM?8X(XF>?(mAVMS6=O6swhKOH+RT{)HKM7Lpo4^W(me{yY4DeqBbM~Z5yB`E0~1sZ z!v_zvyRuKA18M5)b#e)L-=#?3$bF}~ffVf?rKFM3X4^8vI6p?s1` zZQM0O&o+_Uf(ff;r|ww-EpTXWqg1MQrp5~r{LTCKQ(aT-rU&-dU?xozn!0`tBMyp9f%2A=L^CfX5c2LojW`>{ zkL)<+MqDk*-h9VjtMJ1>3#XK-?Y#yx7%s?Iy9+1z8@ai@SS*;Zkxu~tSkV)TQAtwk z9*)%X49<~qi_-5!pVZeaZEg(R*TQ8|ATi^uqeAI;pWlyHCfWbHSA5a!+d&Uq_2|B= z=u6+DVd#-GL|a>v_sAyX$e5-&J|*KfZ`m@7)fap6q_3YJq2wGuMD))b&#q4|E|n7% zD!R+&z8z^kvvD>ZJ)ri9K-&jNR|EJA*KoV>pmlNg2x|Y!m7U&svwL zQdh@ct!}Eisk-UN9@o(~;7I1217 zBr0lQ@GcMa$=*6eBVBxk8cqy1>Ph`0x*iJ6;Y@xIr~rLX#K@&xamr=Gj*-~ZdlM=J zS%bXCzI&5r^7!rGxKLFEIn^ySvyBqwbSV3G6HUTqM&ig2$_kJc)FHizzI3TOmAjxX zeB-u%YG`PjMibPquyK| zA~&ul_*LJrWB*}uiYQ50{_6GXg>aDGpTUqPLAD^d-ARu~r2B%X;3W#?TzG}b4<9-K zjzRX4VH_Vm7&K(a4uAiSB=y};(4ek8k$Z44*Go#KfYt_krTqKv9!LVLQDh7=O;s#C z&NFj<8}+^I@Cn{e%gTDf)m*=ReFBlGuUR*?cQUhx1zf^7vwid5*$+EE->c3yeC(sK zkMtiojGkW;YP53gGb^(YFxl4VKU;xuaS{2nNOxiDCGz#lY_xjt41qJHcPcJhC(X0T z@*e6^o3umGwl<@3x4+S9>fQ3p%_GI!FUF(h0l=vQpDA<$fCr8o=9nGC&NIF=sOr?5 zM&}YGg_kJK1w{wyK0s-)V9vH}lOa^Mk?3`jHQuz%LMkqRW5@zkqe!4W)V5C(l=(FT zJkkVoy7Fv;_RkyRL6D$-_8{k?24!93It8z$d}9vFtYoE%rq{FC%VJptO+eB z%+e0{Ek5oSxcTJTwmEb{FFA`Ni8HtdTL9EI5sXRFXZ(0|=vUip&#}I7Z;B|p+&LkV z;`-sUN1lI&0RsjI0u|hD*6Xn>a^UE^hYvYUbff6Nl*@)HMRxu7>J^qh=(BH$5%m@& zzks$&r#Z;vG8VQD&Zy7e!5vxJ8aGOmx9Zk)&~A8Yy*h$X>FU2OLxs5jR!yBYEe{$q zW1;iRAj7<*U*C-zorew`+C^+`isU-fL`_k%=g#|s>2@bLc2UXDo0eZ%u83A&7TH53 zO}L<$*L;6(wR7jrKEO4CIs`F7*e(|{%O4A_9&nP^_&HrB!lpb!*6jF`sFBQEF%Hcu z14PpF*j`$uAUZjO&FPmf=lz!qL!ZGWn^uG26YKULKHTx7tBN(nm5c<(d5PAP8`RqE z0h>+1wV=ND06z&zQDBi|fZjFA*B_kaqH8>x7e2`Q*)F$teoA3Vq4HJ(fEbq9HllUk zVZ*vo2v}-`r53AkR^TeV#ND)&_PRSvK9%VfI!q{uD_3%nyS(OQt9f>I0h3Zd20WB9 z)s4MHJ_W3bwjJ8DaLLR-ReJ!O^)w_!4)gYx%9SNKo`tF>S&&BPBO^#E)ih&bI9-UQ znLrb0qGR&%CV|tOL3pyC4x9;2JN&ffPMaNHDyGd*GAS}QZ#%a(1%QU^@8jb`eq~(d z$EO*gq?7l&WVVeawMZ0S72xl$u&d?mAM(g3MzdLI&uR8yj`tR1tnb+YQYp0A6qIZ- zn>TF&XH|$Tbp>H~V&Y=uus{0zw`hyAufM&WotH94u}H)1thp@OaAh?X5VZ(*61K=j`?}lh5}ZpweNH=-NxX2Lc5T=6Qj_ zv_`wyb=RbA6hJ1(Kne@nQNBn?t@1Fz7)S;F;2?>HwsvRYZayoej{cypzP>UP0;v0! zFJC4&IrSkHD0J`MhJorJsfc@A_+rtYoCgX#wf|rAKx}MxIv}A}0Vb!LUIywW7HULf zB$9bmkVptvUs`L*BGgNrPk#MW2MbiN-feUDE`N#_y#4xh?dh{;`>_RJcbwx!zwr0| zs!ym_cA1IuY+ICY?OD?-^s20JK`C3dpOwE*RR|tTwb4V*M18d0t7w?&OBcI-~F*g z;H;P=S7r6$9(RjG^>VkrZo?=fF?q;x$dLjtp%0BJt62yILUf|8L@3b)e1_K#FhqK| zN*F?s)|w@VIHh0z{%z@1$;WzWCk`EIClPNIiX;W35l~%hL}DTQRXdEj{1~KE36c;! z`Yzyjl(p96S^4l`Qfs$eqyMoPvi6VD_7)U7egOg7Ayol^2-tVCy|!XYAWtR2SNrbR zksoT9kkC~WP(ixv`VIQq3Y1-HcfJ1f3BZS$zf-knsed*$z69E*>QLO3(xr1}xD+s~DuHJQVk$-y2C^du3<3pmj_Jo52Aw|1suc))id<<;_Zx3C3wJcX|8R&6 zw}~y^a(8R_gSrvdD)Q$jFZ%lc5B>K8bXmPx4m?6EL5UMBwPabvrNP*E1|Uo60~8#j z(XngSLU#3mkdW=PZt@BoOWH?;;sgdnUn#Y;ln4KHdngw|9kI>tf+KR{9fs%4dOM8T9q9ag+uc43H1bJJq>>x7l zXp$@#TRTg=n46CtDTx!Ki66^SD~_NkwCdFGwes&1Ro*&UGi1od5#pil7vi_t$BHpA zF`z<-&T`opcd3POcvhia@=W*$2yOM|*TNzBDdD{cisF?#Kuse)oghF*7B%Hthb~=! z0iKvR#y_Z*e0eyep=!;4-^7Cdx`|o$&_vbL8@3HJ^7yai=rXhGz+~ksk9-Rx5*cMP z=|pRnpsc%ZoXftpC~vhB0f*mpT;0Oy@5A`}pOh^#>M}R_{$GDFarc_distance N/A -

      - + + - + - - + + - + - - + - + - - + + @@ -178,9 +178,9 @@

      arc_distance N/A -

      - + + @@ -188,12 +188,12 @@

      arc_distance

      - - + @@ -204,8 +204,8 @@

      arc_distance N/A -

      + @@ -272,8 +272,8 @@

      growcut

      - + (0.002) + @@ -285,8 +285,8 @@

      growcut

      - + (0.000) + @@ -294,12 +294,12 @@

      growcut

      - + (0.001) + @@ -310,7 +310,7 @@

      growcut N/A -

      @@ -382,32 +382,19 @@

      julia

      - - - - - - - - - - - + + - + - + - + - - + + - + - @@ -513,12 +500,12 @@

      pairwise

      - + @@ -526,12 +513,12 @@

      pairwise

      - + @@ -539,25 +526,25 @@

      pairwise

      - + - + - - + @@ -568,9 +555,9 @@

      pairwise N/A -

      - + @@ -578,12 +565,12 @@

      pairwise

      - - + + @@ -591,30 +578,17 @@

      pairwise

      - - + + - - - - - - - - - - + - + - + (0.007) + - + - + (0.002) + - + - - + + - + - - + - + - @@ -754,7 +728,7 @@

      rosen_der

      - + @@ -765,9 +739,9 @@

      rosen_der N/A -

      - + + @@ -780,7 +754,7 @@

      rosen_der

      - + @@ -793,7 +767,7 @@

      rosen_der

      - + @@ -804,9 +778,9 @@

      rosen_der N/A -

      - + + @@ -817,7 +791,7 @@

      rosen_der N/A -

      From 69b9a1de6867d6c68282edb652ee3d29487fd5be Mon Sep 17 00:00:00 2001 From: Olivier Grisel Date: Wed, 31 Jul 2013 07:01:32 -0100 Subject: [PATCH 51/54] Update documentation --- benchmark_results.json | 623 +++++++++++---------- images/arc_distance_logscale.png | Bin 56045 -> 49861 bytes images/arc_distance_zoom_5x_best.png | Bin 58266 -> 51944 bytes images/growcut_logscale.png | Bin 33670 -> 34747 bytes images/growcut_zoom_5x_best.png | Bin 36421 -> 37558 bytes images/julia_logscale.png | Bin 41200 -> 39747 bytes images/julia_zoom_5x_best.png | Bin 46281 -> 43799 bytes images/pairwise_logscale.png | Bin 80520 -> 78795 bytes images/pairwise_zoom_5x_best.png | Bin 84635 -> 86736 bytes images/rosen_der_logscale.png | Bin 38953 -> 46473 bytes images/rosen_der_zoom_5x_best.png | Bin 41372 -> 50283 bytes index.html | 775 ++++++++++++++++++--------- 12 files changed, 859 insertions(+), 539 deletions(-) diff --git a/benchmark_results.json b/benchmark_results.json index 2712f13..8d808d0 100644 --- a/benchmark_results.json +++ b/benchmark_results.json @@ -4,172 +4,171 @@ "group_name": "arc_distance", "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance", "records": [ - { - "name": "arc_distance_pythran_nested_for_loops", - "cold_time": null, - "warm_time": 0.10498595237731934, - "all_warm_times": [ - 0.10577583312988281, - 0.10660600662231445, - 0.10523700714111328, - 0.10550093650817871, - 0.10498595237731934 - ], - "std_warm_times": 0.00055845545510008654, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_pythran.py", - "rank": 1, - "speedup": 55.04899362542382 - }, { "name": "arc_distance_theano_broadcast", "cold_time": null, - "warm_time": 0.11734700202941895, + "warm_time": 0.11752700805664062, "all_warm_times": [ - 0.11909890174865723, - 0.12147808074951172, - 0.11832499504089355, - 0.11734700202941895, - 0.11771607398986816 + 0.12619709968566895, + 0.11752700805664062, + 0.12017512321472168, + 0.1379680633544922, + 0.12259697914123535 ], - "std_warm_times": 0.0014678516896899014, + "std_warm_times": 0.0071336648093831521, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_theano.py", - "rank": 2, - "speedup": 49.25026564998405 + "rank": 1, + "speedup": 51.63922879678016 }, { "name": "arc_distance_numpy_broadcast", "cold_time": null, - "warm_time": 0.12993097305297852, + "warm_time": 0.12985610961914062, "all_warm_times": [ - 0.13030791282653809, - 0.1299760341644287, - 0.1300048828125, - 0.12993097305297852, - 0.13011503219604492 + 0.13052821159362793, + 0.1322331428527832, + 0.13106608390808105, + 0.12985610961914062, + 0.12991595268249512 ], - "std_warm_times": 0.0001348945773157766, + "std_warm_times": 0.0008762370439829143, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", - "rank": 3, - "speedup": 44.480318182652255 + "rank": 2, + "speedup": 46.73637672218795 }, { "name": "arc_distance_theano_alloc", "cold_time": null, - "warm_time": 0.14725089073181152, + "warm_time": 0.14884495735168457, "all_warm_times": [ - 0.15047311782836914, - 0.14725089073181152, - 0.14763498306274414, - 0.1517961025238037, - 0.15173602104187012 + 0.14884495735168457, + 0.14983510971069336, + 0.14977002143859863, + 0.1567399501800537, + 0.1677839756011963 ], - "std_warm_times": 0.0019681755811058188, + "std_warm_times": 0.0071770446930641352, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_theano.py", - "rank": 4, - "speedup": 39.248462229706206 + "rank": 3, + "speedup": 40.773998439855134 }, { "name": "arc_distance_numpy_tile", "cold_time": null, - "warm_time": 0.1907179355621338, + "warm_time": 0.19122791290283203, "all_warm_times": [ - 0.2180309295654297, - 0.1907179355621338, - 0.19221806526184082, - 0.19433093070983887, - 0.19542384147644043 + 0.20965099334716797, + 0.19305801391601562, + 0.19122791290283203, + 0.19562888145446777, + 0.19601011276245117 ], - "std_warm_times": 0.01007662505327786, + "std_warm_times": 0.0065068791866359083, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", - "rank": 5, - "speedup": 30.30323816238691 + "rank": 4, + "speedup": 31.737019803807158 }, { "name": "arc_distance_numba_for_loops", "cold_time": null, - "warm_time": 1.838897943496704, + "warm_time": 1.8413431644439697, "all_warm_times": [ - 1.838897943496704 + 1.8413431644439697 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_numba.py", - "rank": 6, - "speedup": 3.142844899912445 + "rank": 5, + "speedup": 3.2959657797793205 }, { "name": "arc_distance_python_nested_for_loops", "cold_time": null, - "warm_time": 5.779371023178101, + "warm_time": 6.069004058837891, "all_warm_times": [ - 5.779371023178101 + 6.069004058837891 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", - "rank": 7, + "rank": 6, "speedup": 1.0 } ], - "runtime_errors": [], - "import_errors": [] + "runtime_errors": [ + { + "name": "arc_distance_parakeet_for_loops", + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_parakeet.py", + "error_type": "AssertionError", + "error_message": "Invalid shape for IndexMap: shape.2 : array1(int64)", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 184, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 130, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 126, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/decorators.py\", line 19, in __call__\n return run_python_fn(self.f, args, kwargs, backend = backend_name)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 145, in run_python_fn\n return run_untyped_fn(untyped, args, kwargs, backend)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 133, in run_untyped_fn\n typed_fn, linear_args = specialize(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 54, in specialize\n typed_fn = type_inference.specialize(untyped, arg_types)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 532, in specialize\n typed = _specialize(fundef, full_arg_types, return_type)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 502, in _specialize\n typed_fundef = infer_types(fn, arg_types)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 431, in infer_types\n body = annotator.transform_block(untyped_fn.body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 422, in transform_block\n new_stmt = self.transform_stmt(old_stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 399, in transform_stmt\n return self.transform_Assign(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py\", line 283, in transform_Assign\n rhs = self.transform_expr(stmt.rhs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py\", line 39, in transform_expr\n result = Transform.transform_expr(self, expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 271, in transform_expr\n result = self.transform_Call(expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 88, in transform_Call\n typed_fn = specialize(untyped_fn, arg_types)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 532, in specialize\n typed = _specialize(fundef, full_arg_types, return_type)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 502, in _specialize\n typed_fundef = infer_types(fn, arg_types)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 431, in infer_types\n body = annotator.transform_block(untyped_fn.body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 422, in transform_block\n new_stmt = self.transform_stmt(old_stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 407, in transform_stmt\n return self.transform_Return(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py\", line 318, in transform_Return\n ret_val = self.transform_expr(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py\", line 39, in transform_expr\n result = Transform.transform_expr(self, expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 281, in transform_expr\n result = method(expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 149, in transform_IndexMap\n assert isinstance(shape.type, ScalarT), \"Invalid shape for IndexMap: %s : %s\" % (shape, shape.type)\nAssertionError: Invalid shape for IndexMap: shape.2 : array1(int64)\n" + } + ], + "import_errors": [ + { + "name": "arc_distance_pythran", + "error_type": "EnvironmentError", + "error_message": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 91, in find_benchmarks\n module = __import__(abs_module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/arc_distance/arc_distance_pythran.py\", line 32, in \n native = compile_pythrancode(modname, source)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n pm.apply(optimization, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n sys.modules[__name__] = omp()\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" + } + ] }, { "group_name": "growcut", "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut", "records": [ { - "name": "growcut_cython", - "cold_time": null, - "warm_time": 0.00598907470703125, + "name": "growcut_parakeet", + "cold_time": 0.3933980464935303, + "warm_time": 0.005945920944213867, "all_warm_times": [ - 0.010909080505371094, - 0.006994962692260742, - 0.00598907470703125, - 0.006115913391113281, - 0.006072998046875 + 0.006263017654418945, + 0.005945920944213867, + 0.006265163421630859, + 0.006066083908081055, + 0.005944967269897461 ], - "std_warm_times": 0.0018820037180273695, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx", + "std_warm_times": 0.0001433425478485909, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_parakeet.py", "rank": 1, - "speedup": 1702.7673964968153 + "speedup": 1883.3289626689123 }, { - "name": "growcut_pythran", + "name": "growcut_cython", "cold_time": null, - "warm_time": 0.009686946868896484, + "warm_time": 0.006018161773681641, "all_warm_times": [ - 0.009747982025146484, - 0.009686946868896484, - 0.009876012802124023, - 0.010107040405273438, - 0.01069498062133789 + 0.008247852325439453, + 0.006411075592041016, + 0.006018877029418945, + 0.006044864654541016, + 0.006018161773681641 ], - "std_warm_times": 0.00036572988525110242, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_pythran.py", + "std_warm_times": 0.00086279672269599537, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx", "rank": 2, - "speedup": 1052.757002215112 + "speedup": 1860.7218524681086 }, { "name": "growcut_numba", - "cold_time": 0.7024440765380859, - "warm_time": 0.04504513740539551, + "cold_time": 0.7733209133148193, + "warm_time": 0.044857025146484375, "all_warm_times": [ - 0.04504513740539551, - 0.04663491249084473, - 0.0452880859375, - 0.04516482353210449, - 0.044580936431884766 + 0.04496598243713379, + 0.045320987701416016, + 0.04532790184020996, + 0.044857025146484375, + 0.04479408264160156 ], - "std_warm_times": 0.00068895036907357988, + "std_warm_times": 0.00022821246057571818, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_numba.py", "rank": 3, - "speedup": 226.39516124763804 + "speedup": 249.64038715026788 }, { "name": "growcut_python", "cold_time": null, - "warm_time": 10.198001146316528, + "warm_time": 11.198125123977661, "all_warm_times": [ - 10.198001146316528 + 11.198125123977661 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_python.py", @@ -177,75 +176,74 @@ "speedup": 1.0 } ], - "runtime_errors": [ + "runtime_errors": [], + "import_errors": [ { - "name": "growcut_parakeet", - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_parakeet.py", - "error_type": "NameNotFound", - "error_message": "d", - "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 184, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 130, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 126, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 726, in visit_For\n body, merge, _ = self.visit_loop_body(stmt.body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 703, in visit_loop_body\n scope_after, body = self.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 726, in visit_For\n body, merge, _ = self.visit_loop_body(stmt.body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 703, in visit_loop_body\n scope_after, body = self.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 726, in visit_For\n body, merge, _ = self.visit_loop_body(stmt.body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 703, in visit_loop_body\n scope_after, body = self.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 726, in visit_For\n body, merge, _ = self.visit_loop_body(stmt.body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 703, in visit_loop_body\n scope_after, body = self.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 695, in visit_If\n merge = self.create_phi_nodes(true_scope, false_scope)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 362, in create_phi_nodes\n right = self.lookup(name)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 281, in lookup\n raise NameNotFound(name)\nNameNotFound: d\n" + "name": "growcut_pythran", + "error_type": "EnvironmentError", + "error_message": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 91, in find_benchmarks\n module = __import__(abs_module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/growcut/growcut_pythran.py\", line 23, in \n modname, '\\n'.join([imports, exports, source]))\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n pm.apply(optimization, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n sys.modules[__name__] = omp()\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" } - ], - "import_errors": [] + ] }, { "group_name": "julia", "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia", "records": [ { - "name": "julia_pythran_for_loops", - "cold_time": null, - "warm_time": 0.0026810169219970703, + "name": "julia_pyopencl", + "cold_time": 0.6411550045013428, + "warm_time": 0.002315998077392578, "all_warm_times": [ - 0.0030128955841064453, - 0.0026810169219970703, - 0.003086090087890625, - 0.0032749176025390625, - 0.0028429031372070312 + 0.0024759769439697266, + 0.0023610591888427734, + 0.002674102783203125, + 0.002315998077392578, + 0.002405881881713867 ], - "std_warm_times": 0.00020371504688378416, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pythran.py", + "std_warm_times": 0.00012542135292673996, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pyopencl.py", "rank": 1, - "speedup": 1622.616718541574 + "speedup": 1916.7830965616636 }, { "name": "julia_cython_for_loops", "cold_time": null, - "warm_time": 0.00392603874206543, + "warm_time": 0.003779172897338867, "all_warm_times": [ - 0.006016969680786133, - 0.004091978073120117, - 0.00392603874206543, - 0.0039958953857421875, - 0.003936052322387695 + 0.006151914596557617, + 0.003877878189086914, + 0.003779172897338867, + 0.0038330554962158203, + 0.003885984420776367 ], - "std_warm_times": 0.00081393329548531826, + "std_warm_times": 0.00092393988698250614, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_cython.pyx", "rank": 2, - "speedup": 1108.0539867614016 + "speedup": 1174.6660147624755 }, { "name": "julia_python_numpy", "cold_time": null, - "warm_time": 0.1801140308380127, + "warm_time": 0.16804003715515137, "all_warm_times": [ - 0.1836719512939453, - 0.2232198715209961, - 0.1801140308380127, - 0.186845064163208, - 0.2108919620513916 + 0.19313287734985352, + 0.19598388671875, + 0.18004298210144043, + 0.16804003715515137, + 0.1756448745727539 ], - "std_warm_times": 0.017007942901845943, + "std_warm_times": 0.010554333053483843, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", "rank": 3, - "speedup": 24.15282618508365 + "speedup": 26.417906360712305 }, { "name": "julia_python_for_loops", "cold_time": null, - "warm_time": 4.350262880325317, + "warm_time": 4.439265966415405, "all_warm_times": [ - 4.350262880325317 + 4.439265966415405 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", @@ -266,17 +264,24 @@ "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", "error_type": "AssertionError", "error_message": "Unsupported primitive: ", - "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 184, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 130, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 126, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 517, in visit_Call\n keywords_dict[kwd.arg] = self.visit(kwd.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 631, in visit_Attribute\n return value_to_syntax(value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 184, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 130, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 126, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/decorators.py\", line 19, in __call__\n return run_python_fn(self.f, args, kwargs, backend = backend_name)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 144, in run_python_fn\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 879, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 825, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 769, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 731, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 662, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 501, in visit_Call\n keywords_dict[kwd.arg] = self.visit(kwd.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 616, in visit_Attribute\n return value_to_syntax(value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 111, in value_to_syntax\n return translate_function_value(v)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 841, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" }, { "name": "julia_parakeet_numpy", "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", "error_type": "AssertionError", "error_message": "Unsupported primitive: ", - "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 184, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 130, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 126, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/decorators.py\", line 115, in __call__\n return run_function.run(self.f, *args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 134, in run\n untyped, _, compiled, all_args = specialize_and_compile(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 116, in specialize_and_compile\n untyped, arg_values, arg_types = prepare_args(fn, args, kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/run_function.py\", line 98, in prepare_args\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 497, in translate_value_call\n return syntax.Call(translate_function_value(value),\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 893, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 840, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 784, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 746, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 677, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 487, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 553, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 500, in translate_value_call\n return self.translate_builtin_call(value, positional, keywords_dict)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 482, in translate_builtin_call\n fn = value_to_syntax(value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 135, in value_to_syntax\n return translate_function_value(v)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet-0.13-py2.7.egg/parakeet/ast_conversion.py\", line 855, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 184, in run_benchmarks\n record = run_benchmark(name, func, args, kwargs, memory=memory)\n File \"run_benchmarks.py\", line 130, in run_benchmark\n first_timing = time_once()\n File \"run_benchmarks.py\", line 126, in time_once\n func(*args, **kwargs)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/decorators.py\", line 19, in __call__\n return run_python_fn(self.f, args, kwargs, backend = backend_name)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 144, in run_python_fn\n untyped = ast_conversion.translate_function_value(fn)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 879, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 825, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 769, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 731, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 662, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 537, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 481, in translate_value_call\n return syntax.Call(translate_function_value(value),\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 879, in translate_function_value\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 825, in translate_function_source\n filename = filename)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 769, in translate_function_ast\n _, body = translator.visit_block(body)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 731, in visit_block\n parakeet_stmt = self.visit(stmt)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 662, in visit_Assign\n ssa_rhs = self.visit(stmt.value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n res = ast.NodeVisitor.visit(self, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n return visitor(node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 537, in visit_Call\n positional, keywords_dict, starargs_expr)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 484, in translate_value_call\n return self.translate_builtin_call(value, positional, keywords_dict)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 465, in translate_builtin_call\n fn = value_to_syntax(value)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 111, in value_to_syntax\n return translate_function_value(v)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 841, in translate_function_value\n \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n" } ], - "import_errors": [] + "import_errors": [ + { + "name": "julia_pythran", + "error_type": "EnvironmentError", + "error_message": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 91, in find_benchmarks\n module = __import__(abs_module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 29, in \n cxxflags=['-O2', '-fopenmp'])\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n pm.apply(optimization, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n sys.modules[__name__] = omp()\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" + } + ] }, { "group_name": "pairwise", @@ -284,198 +289,198 @@ "records": [ { "name": "pairwise_theano_blas_float32", - "cold_time": 0.004115104675292969, - "warm_time": 0.0006930828094482422, + "cold_time": 0.003612995147705078, + "warm_time": 0.0008840560913085938, "all_warm_times": [ - 0.0009219646453857422, - 0.0007028579711914062, - 0.0007159709930419922, - 0.0006930828094482422, - 0.0006930828094482422 + 0.0010831356048583984, + 0.0008840560913085938, + 0.00092315673828125, + 0.0009169578552246094, + 0.0009169578552246094 ], - "std_warm_times": 8.8684994432963309e-05, + "std_warm_times": 7.0491629133333849e-05, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 1, - "speedup": 32104.72514619883 + "speedup": 24946.626483279397 }, { "name": "pairwise_theano_blas_float64", "cold_time": null, - "warm_time": 0.0013349056243896484, + "warm_time": 0.0013680458068847656, "all_warm_times": [ - 0.001363992691040039, - 0.0014319419860839844, - 0.0013349056243896484, - 0.0013778209686279297, - 0.0013561248779296875 + 0.0019237995147705078, + 0.002804994583129883, + 0.0013849735260009766, + 0.001394033432006836, + 0.0013680458068847656 ], - "std_warm_times": 3.2602064745157773e-05, + "std_warm_times": 0.00055603918658313895, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 2, - "speedup": 16668.768708697982 + "speedup": 16120.963924712443 }, { "name": "pairwise_python_numpy_dot", "cold_time": null, - "warm_time": 0.0016698837280273438, + "warm_time": 0.0015749931335449219, "all_warm_times": [ - 0.0025191307067871094, - 0.0016698837280273438, - 0.0020508766174316406, - 0.002089977264404297, - 0.0020689964294433594 + 0.0025119781494140625, + 0.0017230510711669922, + 0.001683950424194336, + 0.0015749931335449219, + 0.0016100406646728516 ], - "std_warm_times": 0.00026910952127415369, + "std_warm_times": 0.00034952836986473697, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 3, - "speedup": 13325.019417475729 + "speedup": 14002.738570996064 }, { - "name": "pairwise_parakeet_inner_numpy", - "cold_time": 0.1569819450378418, - "warm_time": 0.014576911926269531, + "name": "pairwise_pyopencl_cpu", + "cold_time": 0.10491108894348145, + "warm_time": 0.002042055130004883, "all_warm_times": [ - 0.015426874160766602, - 0.014576911926269531, - 0.015570878982543945, - 0.01642608642578125, - 0.014522075653076172 + 0.002079010009765625, + 0.002042055130004883, + 0.0024399757385253906, + 0.0025839805603027344, + 0.002579927444458008 ], - "std_warm_times": 0.00070504773602218026, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", + "std_warm_times": 0.00023826425326064989, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pyopencl.py", "rank": 4, - "speedup": 1526.4709846254498 + "speedup": 10800.010624635142 }, { - "name": "pairwise_cython_for_loops", - "cold_time": null, - "warm_time": 0.014854192733764648, + "name": "pairwise_numba_nested_for_loops", + "cold_time": 0.22542405128479004, + "warm_time": 0.012491941452026367, "all_warm_times": [ - 0.015406131744384766, - 0.016390085220336914, - 0.015537023544311523, - 0.015711069107055664, - 0.014854192733764648 + 0.01273202896118164, + 0.01335000991821289, + 0.012491941452026367, + 0.012624025344848633, + 0.012612104415893555 ], - "std_warm_times": 0.00049644537669631811, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", + "std_warm_times": 0.00030367457436963771, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", "rank": 5, - "speedup": 1497.976598237645 + "speedup": 1765.475541559309 }, { - "name": "pairwise_numba_nested_for_loops", - "cold_time": 0.3295450210571289, - "warm_time": 0.015256881713867188, + "name": "pairwise_cython_for_loops", + "cold_time": null, + "warm_time": 0.012761116027832031, "all_warm_times": [ - 0.01827383041381836, - 0.019268035888671875, - 0.015256881713867188, - 0.017287015914916992, - 0.017708778381347656 + 0.01458287239074707, + 0.012997865676879883, + 0.013466119766235352, + 0.01285409927368164, + 0.012761116027832031 ], - "std_warm_times": 0.0013287545790549352, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", + "std_warm_times": 0.00067061350267215642, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", "rank": 6, - "speedup": 1458.4391173896738 + "speedup": 1728.2357633958597 }, { "name": "pairwise_parakeet_nested_for_loops", - "cold_time": 0.16233205795288086, - "warm_time": 0.015399932861328125, + "cold_time": 0.1280360221862793, + "warm_time": 0.014158964157104492, "all_warm_times": [ - 0.018687009811401367, - 0.01789093017578125, - 0.015399932861328125, - 0.015644073486328125, - 0.018041133880615234 + 0.0571131706237793, + 0.014158964157104492, + 0.01432490348815918, + 0.014358043670654297, + 0.014583110809326172 ], - "std_warm_times": 0.0013442124031236775, + "std_warm_times": 0.017103300289307812, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", "rank": 7, - "speedup": 1444.8915655189496 + "speedup": 1557.6151514641251 }, { - "name": "pairwise_pythran_nested_for_loops", - "cold_time": null, - "warm_time": 0.01578998565673828, + "name": "pairwise_parakeet_inner_numpy", + "cold_time": 0.21443891525268555, + "warm_time": 0.015486001968383789, "all_warm_times": [ - 0.020771026611328125, - 0.019830942153930664, - 0.01578998565673828, - 0.016011953353881836, - 0.015856027603149414 + 0.07711386680603027, + 0.08027195930480957, + 0.015486001968383789, + 0.015501976013183594, + 0.015503168106079102 ], - "std_warm_times": 0.0021844213502764929, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pythran.py", + "std_warm_times": 0.030975628111307645, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", "rank": 8, - "speedup": 1409.199069879809 + "speedup": 1424.1388542484565 }, { "name": "pairwise_theano_broadcast_float32", "cold_time": null, - "warm_time": 0.03681182861328125, + "warm_time": 0.03640890121459961, "all_warm_times": [ - 0.05460095405578613, - 0.037420034408569336, - 0.03681182861328125, - 0.03994607925415039, - 0.04021716117858887 + 0.05952310562133789, + 0.03640890121459961, + 0.03679609298706055, + 0.03659796714782715, + 0.03673505783081055 ], - "std_warm_times": 0.0065402259114124874, + "std_warm_times": 0.0091564064114607324, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 9, - "speedup": 604.4587823834197 + "speedup": 605.7369589417851 }, { "name": "pairwise_theano_broadcast_float64", "cold_time": null, - "warm_time": 0.05004620552062988, + "warm_time": 0.05067586898803711, "all_warm_times": [ - 0.05372118949890137, - 0.0546259880065918, - 0.055848121643066406, - 0.052690982818603516, - 0.05004620552062988 + 0.05210399627685547, + 0.05072593688964844, + 0.05067586898803711, + 0.05135798454284668, + 0.0554049015045166 ], - "std_warm_times": 0.001967192926546331, + "std_warm_times": 0.0017537659139300805, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", "rank": 10, - "speedup": 444.61378978509737 + "speedup": 435.20155728063986 }, { "name": "pairwise_python_broadcast_numpy", "cold_time": null, - "warm_time": 0.10441708564758301, + "warm_time": 0.10027217864990234, "all_warm_times": [ - 0.17074298858642578, - 0.10441708564758301, - 0.10463094711303711, - 0.10488009452819824, - 0.10457587242126465 + 0.1942131519317627, + 0.10027217864990234, + 0.1037759780883789, + 0.10120511054992676, + 0.10114812850952148 ], - "std_warm_times": 0.02644721421224324, + "std_warm_times": 0.037063629439677517, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 11, - "speedup": 213.0995417358325 + "speedup": 219.9435316663972 }, { "name": "pairwise_python_inner_numpy", "cold_time": null, - "warm_time": 2.2365059852600098, + "warm_time": 1.8791909217834473, "all_warm_times": [ - 2.2365059852600098 + 1.8791909217834473 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", "rank": 12, - "speedup": 9.949105098551412 + "speedup": 11.73601726386208 }, { "name": "pairwise_python_nested_for_loops", "cold_time": null, - "warm_time": 22.251233100891113, + "warm_time": 22.054217100143433, "all_warm_times": [ - 22.251233100891113 + 22.054217100143433 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", @@ -484,107 +489,137 @@ } ], "runtime_errors": [], - "import_errors": [] + "import_errors": [ + { + "name": "pairwise_pythran", + "error_type": "EnvironmentError", + "error_message": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 91, in find_benchmarks\n module = __import__(abs_module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 25, in \n cxxflags=['-O2', '-fopenmp']\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n pm.apply(optimization, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n sys.modules[__name__] = omp()\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" + } + ] }, { "group_name": "rosen_der", "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der", "records": [ { - "name": "rosen_der_pythran", + "name": "rosen_der_cython", "cold_time": null, - "warm_time": 0.004601955413818359, + "warm_time": 0.006677150726318359, "all_warm_times": [ - 0.004621028900146484, - 0.004739999771118164, - 0.004631996154785156, - 0.004601955413818359, - 0.006726980209350586 + 0.0071489810943603516, + 0.006677150726318359, + 0.006685018539428711, + 0.01131892204284668, + 0.007403850555419922 ], - "std_warm_times": 0.00083268415062862588, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_pythran.py", + "std_warm_times": 0.0017582151461244884, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_cython.pyx", "rank": 1, - "speedup": 2084.461092114807 + "speedup": 1561.2509462258088 }, { - "name": "rosen_der_cython", + "name": "rosen_der_theano_float32", "cold_time": null, - "warm_time": 0.006919145584106445, + "warm_time": 0.0074880123138427734, "all_warm_times": [ - 0.006919145584106445, - 0.010335922241210938, - 0.011586189270019531, - 0.011744976043701172, - 0.011101961135864258 + 0.012454986572265625, + 0.009068965911865234, + 0.0074880123138427734, + 0.011595010757446289, + 0.0106048583984375 ], - "std_warm_times": 0.0017781880575731982, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_cython.pyx", + "std_warm_times": 0.0017787675717116282, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", "rank": 2, - "speedup": 1386.384618035216 + "speedup": 1392.186264208616 }, { - "name": "rosen_der_theano_float32", + "name": "rosen_der_theano_float64", "cold_time": null, - "warm_time": 0.006948947906494141, + "warm_time": 0.009441852569580078, "all_warm_times": [ - 0.010832071304321289, - 0.006948947906494141, - 0.0069730281829833984, - 0.007010936737060547, - 0.007091999053955078 + 0.009441852569580078, + 0.011906147003173828, + 0.011201858520507812, + 0.012555122375488281, + 0.01157999038696289 ], - "std_warm_times": 0.0015311057348939064, + "std_warm_times": 0.0010465793580402808, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", "rank": 3, - "speedup": 1380.4387566046798 + "speedup": 1104.095601232261 }, { - "name": "rosen_der_theano_float64", - "cold_time": null, - "warm_time": 0.008795022964477539, + "name": "rosen_der_loops_parakeet", + "cold_time": 0.2917931079864502, + "warm_time": 0.012340068817138672, "all_warm_times": [ - 0.012418985366821289, - 0.008844137191772461, - 0.008795022964477539, - 0.008929014205932617, - 0.008891105651855469 + 0.1342029571533203, + 0.13878607749938965, + 0.012541055679321289, + 0.012340068817138672, + 0.014846086502075195 ], - "std_warm_times": 0.0014223771918942417, - "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", + "std_warm_times": 0.060404769046675771, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_parakeet.py", "rank": 4, - "speedup": 1090.6847027569195 + "speedup": 844.7852312685961 + }, + { + "name": "rosen_der_numpy_parakeet", + "cold_time": 0.5165719985961914, + "warm_time": 0.014848947525024414, + "all_warm_times": [ + 0.1734151840209961, + 0.015077829360961914, + 0.015135049819946289, + 0.014848947525024414, + 0.014651060104370117 + ], + "std_warm_times": 0.063395018799909914, + "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_parakeet.py", + "rank": 5, + "speedup": 702.0502882098874 }, { "name": "rosen_der_numpy", "cold_time": null, - "warm_time": 0.04089188575744629, + "warm_time": 0.0424189567565918, "all_warm_times": [ - 0.05058598518371582, - 0.042207956314086914, - 0.04120802879333496, - 0.041165828704833984, - 0.04089188575744629 + 0.05023312568664551, + 0.04294610023498535, + 0.04265403747558594, + 0.0424189567565918, + 0.044087886810302734 ], - "std_warm_times": 0.003714011547042114, + "std_warm_times": 0.0029389242033642342, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", - "rank": 5, - "speedup": 234.58436386746195 + "rank": 6, + "speedup": 245.75587630256635 }, { "name": "rosen_der_python", "cold_time": null, - "warm_time": 9.592597007751465, + "warm_time": 10.424707889556885, "all_warm_times": [ - 9.592597007751465 + 10.424707889556885 ], "std_warm_times": 0.0, "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", - "rank": 6, + "rank": 7, "speedup": 1.0 } ], "runtime_errors": [], - "import_errors": [] + "import_errors": [ + { + "name": "rosen_der_pythran", + "error_type": "EnvironmentError", + "error_message": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", + "traceback": "Traceback (most recent call last):\n File \"run_benchmarks.py\", line 91, in find_benchmarks\n module = __import__(abs_module_name, fromlist=\"dummy\")\n File \"/Users/ogrisel/code/python-benchmarks/rosen_der/rosen_der_pythran.py\", line 27, in \n cxxflags=['-O2', '-fopenmp'])\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n module = generate_cxx(module_name, pythrancode, specs, opts)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n refine(pm, ir, optimizations)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n pm.apply(optimization, node)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n return a.apply(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n return self.run(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n n = super(Transformation, self).run(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n self.prepare(node, ctx)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n self.env[module_name] = __import__(import_name)\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n sys.modules[__name__] = omp()\n File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n" + } + ] } ], "benchmark_environment": {} diff --git a/images/arc_distance_logscale.png b/images/arc_distance_logscale.png index 7a3daa0f10c9074a84ea930ec83eeeac64019232..280bb876974bba0c5a256738a938dfc70fbb077b 100644 GIT binary patch literal 49861 zcmeFa1z47An>GB{ZcyA7Dgtf=6+tlwX>0_f8wrc(}4xaJ_tNVd2-zOwLF{yWnX~-}OwEm%d+r`Htn;X)azPN7+wO-KTpx5?=4A z@a$%;x>x@FOL&D+tnT(OKXG39vd%4yo2+#;@`SHX%nvrt2y**O>`d$H{3h#=6A<6k z_lr;MeNNZN)Uh3RFR#V5;AJYKt+Q?ETZ$UhGTNnY)#(1`yZ_s3U>bG%_DY{p?O64! zTJ5ZQLq$u=WRIxK`K?>FL|6|r^fqNAm5#d)9uN8X)Aa0_GqbTmPE(!R>>L~nW+#6s zMY6(dHeOmrp={GW<`dVQzG4l{M?-ElcJ@J5CCj-Nf)1%p(>?q5?%T(g<=I#4m1}YK z)TvXW?>9^7HYDru*^hQBM8R%jgFKkqN>tP!6*{4hy;8Kv#+Ntaa=ikj>|LyAJIY6=@)?U8l9&Mk(| z52^&UI?YJTO^;bvA2=SGkZ>f$xLI{!ej?9me%4OMdj%zb{S68=#idWp-29FGcz+}v zm;T4PI;9&oZs^xUdC?wJZcA{?vL3j`?W-Uy{pz>P`ywR$`G&{GQ+eBWM`-bUO;4>`k>vUR~?Mp~GqR z?M$;-5d+n_b@C@pxZq5oBD);rFQyrLS(-fw$2FXH|556@KdIhuj?1J)Ky+K(y_dWe zVVRaaLA^E6pBo!5zJ2?)_si>BLJPAN_r|uwx>*i3@jjvFmA!oVGOkYX+O-f3$FZ7C z@g2SU*N)QcyDzild!Pxs#U9c#v4tP)YSaOhgwbQ<{ur-m9C3ZSI98e!nLp+ zJb0lw%cc&8k1>k-zC%+?OzdG$aIjXQ^7oF8U|d*FsJDi!lT&WNxSP;)gt@tSvSm-@ zu|R4H<*S8_HSDErXorAp!eDv_O^QLCq(Zb}jY-~I*j6^h2+cgFh9n)geHUJ|{Y+;R zwAUT^QQBJ>`UvLsy4Z_N+@0H`B?gc302`aQQDdqC?vyN{qo91W;vu|O0%j&RGd>_L5I4EyM8OfVHYFt&Qgka$9X)y!%U0K3 za1ZOMpQ2ZFPDV!Np{uK+q@=5M$&1&k*V9EfObpfv(QzBHi1JzWdg2se&ktRU!b6FY zk92pM8&f)@nX9IrX<6YgloMXG%eg7;`OTZlvB)waZj3c^6Rn4BY;5Kx@)l~S4`;t> zYEpZ$^LW{h7ZWWGQc}Wm$pQibqiwe~upT=mTjaK@4ravVFm5$>#o*RLD0Y~ov-7aYkscOEyE*VXOT8XB7#=}K{$vtKmPwQJK2XZ8$bkGKXn zP3uj~%tYG^wM409ys50J;?gSKLO$777q4{b(yNrYh7^OE#H%7Z?!Ly7M`)M6oW}Ft z%D~|GNoQKAtIS{S^YcR~Capr`ZkjW#JT7nNGi`Ih{fD*WI5ZxN5ptTfmGI+{nV+BU zZOO?xb^7$!=fior1$Wo0CS1BPm@}avsxl4({xCjT~pj4~@+sn(RG7q2yZ`wdOinHx7@CJi+?b{rvg! z2yte|^5NYnUEMYjrYsabaID9vV%#hnJVu+yopW zdGGy4k1W1&A3j{(p7QR6QvYyjE{B9&kP;MZNxT8`SDy< zK1f?|C2>3UQ|&;j^FmJh;Gpr!HEVVX&;GpCobfQwxjaDd?!9~WHtyJ=H#^-I&pn_R ztE!crk+EZg;ONr=gQ@76Xr-Mvwe9ey{S1S5H{X4=1B1lu;nI1s^%ikh0sx?i~__F`RJ{I@RhqxsnpsnQomPs8F; z^y+dQ9dKF&a&`4dI*0Al-IHPRqO4WZmq)tFm9SoS*X;$BzG!|Sr1{;dO|dFa#j8wrRm2D z`dGu^pFh7~OJ5pk+N)Rc;wTjjjWv&YogsHLVhi8($pm(_bkq6~3dKeID%EZZr7q+2 zJsQ1Y&jYF{`d&1H4URcgmH6bByL^5DLoP1r&z6SqSZM*QZ8H{H^67z{{nVw zG|r!Cf}mPEmhzD8WrH{NL$l&@2Ol4w1EQ)q_9?mZ(*{{{`z8IPVRYmD^}!Jl5#r-k z!{0?k-%#&A9NN8u_vN%sqH=Y@<_!I(H*Ld5` zyE0Cl|IY2(y2IZ;HDp>v<33`r8zN8MT7AsdXhE~D@X1asZr`n&H_Juk#(&?j%?56N z;A`S(FII)h(Vi-X)L)~c)p6=s^n=tiG_|>oGnTlDX8XR_(5M|03eP#D8u?a+@FMz^ zArIapB@r|G@cuo^kt5Q^#>NeK&Uv_y@a$}XdqsTH)K=EksmzVf4mvAIN=iQH@(4k! z^^Dq;R38(cJ1w?(--R#kd&Ng*N6N+Bkt}ds%BSQE7qew{KEEhdQ-@2ffiv<3RpO+i#XebeR7e5omhTmQ3RDkiBCRV zW35>m6J%9Td~A6X7Lu+;{<=fOj9G?`>hpxc)>ch8{_4qJ9Vv$O$3jCxMcr8yVtKDsc`+g}}MK8eNNeBi&UZ zP)I#oDo_#G)bzxVNz&oHdp}IqB1eD*XSQqot(kBXeM^?TgOy8svM*xAE^qL zs>Ak<;WDW0_P1%NDDmO&!g)6c&nC#vU3keUnvs!F`=RxbL#LOL=gXI>y)W4nqAh=E z)JDp6xf`umu|n&ZkEe&nRSvB|G5Hu}8F$O+(H_}da-)x383lVyGp|-C{r;$7>meG= zN{&N%4x%Ihg@+Y)cbaTpgFHzIk2j6;^1GE->bG=^xGF6ztpmr8r@fC1IU85V!JgR? z5y4{AlAUp(j#>TsYPiVh3y3COSJxk;P~xr%&y9K@cp!n)OEW2b$)z(R{g+d&o0-^zq>=-fUTnPITZmVfcTrkd9$+ahBw1toPGH1G)(SrV|k5jp_7wS zlxAM8^R?Q){Prq!(4l^hH{hYg>=g39e;h;<{cZ#NwSWNtSp0X?;p_A zoo97Ad~e;3JsUP`Sieh1O?ZAXSiNy}_WHfc&zK~9xxK=}bs}k54p*j`XxiD@c9$M+ zO}^-6*#9+=&*I19lqbwEaaq`yyuE#<`is%Qtf5{cSO>?FGj=&mzHPrB8}!UBH#fJ| zXkln!PFS?kqFk`cbS~;!V_Yo<+(2})984wq&(%c{duX>pI<4*VL}ntn1nCu@#9J;L@Jdu9ku2*sjFa%h%oS3 zN+a~w1dD8_iBXY*71ZI^p)X#%kbM$SpX-=KvRxEU-N?e~jMAFJJoZbma&al#xpSwM zD>38|lMZs0u*Z+rjo}fYjDe$;OEYe^?DDtK|C(@FOk7+pS}}I?XTb)xKmIu3d)%aU zdaMtr#Nk6KZ$e7yCY7xEYH{ME(P}xV$jb$HduwBTNil;5saF*yf%2vr*Rxj?*{!S4 zWZQ}lMMcq0bJGtWJdicdDi`>o2%WEGRGQl#x{hDqT{Osw|OD{^bufjud4@m6u z*vP-OEdbf`g&lKL`hWNx%d>KqEUCv9z)NH&P< z_r-CO0ILN!Dt&TVaZ$t&Q?#2KleH<=;3r)?2gw@ZrNuJUn015#yhP2iO;%my*i+ zK6hwPcwx#7sq152iyxkmwTE*j-*taY4Boh9%Qag&yB#p$!jW=e6QtEV0_Am@&PL?U z2YrM_N;pVrYTf_UtX|b-ph1hIuDZxqWFlqv7JUBv`TqU;N9-pCjjm~H^9g8wc)0Z( zs&|r=lV7f-rslv-x@_YX_k&{|Yw=_aqiy~)J@$q^r%^-oc7(D-opQ#kaZ*H(bwHk{ zInIc5>odoWb324&Zuz!UNeRay_8(b}>UG=mz`%Hb5hRB+w(m*#@#KI$9J+98&4ws!1+vr6J>LHM_33+2 zZ~_nA+?1rHpTbQkvUgco<;@O1`cdK&+!f#;sSqV^X3a~XG#ycXKew9XQl!9x6H!8n zn~WlVQ{GBW)3y_b)HCG^?rl)QnNTW3v#Vz!)~LgfvkSdeP~x_Uii*;Rw9YD6T5@V$ zw%CLkc%VKhylFZf7CSvY5RHo_AF#8ti&9OALTDX}cb*eR>CtIztVFwMQxKMkKWiOU zl4qsz@mGz;SrSFA404^tUMX6iX`A8dX&T9bPIm{pjW!s>>%G6f(LDs-s>hXo@JobD zaExa8RCJ{i?M{km$IGKv?;`WH{lvY`LsUD-htjtisKqGUJ})_ismCArnak|#?W4>) zi`~WMFJv;qW1blt9Hb+Kl`m=wM(0_xoXKyGraQegw`|(9N0jy8L3xx0q?7>e#sY7T z9TGY%z)fi@OoA`b@kR;j;=6WPt%PA?s!^1BR_g5RtYPZ5Ctn-j>ACV>@|Xny?zm($ zQYn7;057k~+{{E;-vnwlImGLC1qCJzA1(qjLH1vU0^h1Fe;ER`D8Ld+YhIQ$Sd>H* ztK{KYH$F<8Lm63X^xJR0iJd>sqL7Cm)!Udhq!7809KfaWrLc1@qeK5u9q$|FCtR#H z^E=OHW*&c~AoEu~8=KYcc3qjZj01_C2(7~59Yrb{o z&c6OlrXFqoVln9AwzhD!OMDp+*ag$Ae5*32aJxPXX)1FyLuGo`*p3%PJ>dM;n`U~@O zq59bKp~OR=4AJLRT6_z|RBLTQn>@*?n)eJ-+6)21Jbe7v(i(LSg)+Zw8EtWC!sUW% ziOO4W?WV?4Zo=~sNc8w$AETsaBdytV1uK}I?&-NDG$aIhX=8opE5D7GUNnm?);^1UBsFG?spw*w@vlnPgz-5Os#k9MSUy{gevKC`s)~t9Myrwv^oTH zuEo?$jumG9^2p_zK(uO7jV=;c7_Z~>%MYf<`1#T2@DHhLb!qcwd2Uk4K19cP=}Rk3 zV#$xs8}6#1az!ydl2+D1MMKZ?3c#&yzRR+g{5Hl91}^NY;)?05bocN;&KQq}u8&_? z&mioMEz%rqy-fKxKjZqOt&LN!>(6|wYptvA{K{+d!|%<6wr0x4EBicp+?iaFz&k0F zbr_!AEhTzc3TageFmi<$e9iKMp1!d0PgfFI zxVaS*6BCu1+~V`%XAe3lCBBL7$}ZEanMZADqcCG}_U`4cvm^1>uV0r(c4?p@8|fu) zf!gEdty}SCTx1<&Wo13x-GllK>-;lrMc+ExBx8(h49UWqysa8u@TI8LI(`a>xYAdAd3}28jvWUObylre z6OF9#C8wUd1V8HI?rz*i?>YO@tQ@=W5w(D$k@fnLolE zVhctC1FyMU>RbcV0O_f?`?qi34E5Qa)N$6qfNjmb*i$5jLl}D&7#K(}5ai3E+XCwm zF~SkU0c4Y$R`ty_(FbE8Fnc~eRoX{qg@lAi<)vZYv$wOW%e&VeE9tUR)X*@7pq(Kh z%sSpT%?sBaY~$OE$_MF81dz<$s&Kd37!{`D$B&Cvw!OWTf}{exNkfb`?lI#1`!i&X z4C>+t{EA%Wb)ANT1e;=vw6=B_z=PO<FCU?pJuM|T z=81r!)m;1f^qR4uR!uwt{l?VT+SrRa>nl;Cg#*ge1-v&s+2Iyj#Jqn$8}b1``_V5q zS5bdQdf%+HMLKt^_97jhrLIpead$3#%jDKB+vW~C1IhJu?&UG9hw6=}WBO1f*Loh1 z`-rk*iAX^$dau0*w5^jwBR$)_{rn zRnfll>cz0IWLPv9ttMl!UfeqY=JZeykfN$N5&k3Pw|M5B2m1q_TAIl#*<}F*a1*YLO>5DwV&~wHV`OB+bAMLwlSNoq zbH7x8JPLhe^vPx&=R{?}U@Ww(Qa?+GI%b$lOZz;$6aXDb7`;+oZLHBa?@LAHSXC}j zSw+QKg}7=BRBTqC52bxIq->E+`SiF7#<%VceYLMs$l(!EDP+m8BNn8qz&r(K(~ z7de0ad`6AB;#ularC8OP_W7Uz*Ia=siOT({1SO1(KX{|vi&fA6ppDIh_}~nRrC8x@ ztBi1?)wh4!EGAGFTDxZjMSUs)QFciSKulwY+}ay`U%!9yAlD#<&toC%QEB!!tX#c1 z>eL;oOw;yL5Av|UTj}Undlr@lGKsi)X1ad6EN-UMCzpEmWI2iw`axm)(FlpGoe~vR zB$XTIC80e3$$biSx}?$9gp;V|s|M0q$)ZHz2I)Xk)W&O?RK)=R<8z!&23U7bcC0bm z&O)?OC(uzbYW(EMlLXyv9>-dM*l9MFm#$D6F5Z-S=ImL~%=ABUn9epnYEU;)k{zi5 z&K{1fVSsC|yVk%&Y$Kg+IUKMjvZt?Km0>};?eFdo7LK?wU{29efkNE7i+;8j>{VAw z&(;l*H3NH5L+Z-847g#c4IAn}g(TzVv&Nknd}@;QR;~$Z@UF53@kuwJ$p~e=~ik{Nn`Og3+*+sw! z6!?$Z#pJ?Y%_gpfQLihIzH;Tt1I-?X?$`G$k*Xqmb#z!w{=A$s^}{!_FD{E&)TY_W z8=f<4_vyR3sIJ8%B)~DZk9_jjZ!p?jf%Hz^n_YbiBV!!WzSCo0*$ODZfK_Pd#mkqUwa^EyuU}SPKCy55cTayiQxnMN| zkLd~6e-$Weqqu_daw*^ra_7$7CFR=3kLPieNbDqH+v3^6@WOJ)T}MAMxkcco1TrE# zfRxbG889@{z@XwMTQnsf(H{EV*B6Zdioj8vDLs!R9?0#tO_?1N1hH0y=n6pMAc4d1 z23cL*2+2U9Sdua`F`fSP>lcy$#f<931h4Fj%PMc1!4h5_@3t>Bai6ap^Gg4c`RSVM z6FM%kn0xDtE90soR3ZJ$&?3=rW9;HRYjr2QXk-rtZ6%gqs*`o3A>#gUT;g`UVW z_y9m*;SHM7&1kmKE`aTg1*zPJ{i+1gh55k2gZ=Ky6g~DyB!hsL06>mV1_tYERI8h=B^Qu;)nJnf z=<`&?IJHQ`HRKwk%s>?(3$o+$bt7VUrh-Ry>|H-WiTi?BQxhS>MD!F$caUQ~eDdT_ zVl&pCK29C^U9e48PIP}$bkgs(b_uo@Id$`2?X>=7+NN!p(dvsMwekIxSoRwNC;O?B zzH>WMf;7o3=W9*q!4)CXep+hDrPR^he$o~d0)-+e%XulN+xgVD!n1gE=XjQ?mPx{B zk=K8^PUdA+63`mFn$jixcwU2R*YP%M{snynU;}^k)osTJ>w#A%(CN)$wp=Gw>{QCw z&$=gnuz5sd$G~dltgP{Z&fmatJsYdaQ>CYy&h7pE%Cdz=6l(TEhYw4kz${}AJ_Fha z6(*|VP+CSt_N5BXJ8BN(tbFjf_3O7EIbqRNcBre@H0P*qDT(taRQ%P&BL7t-138Pt zZXgG^is6g`kz86$9q(Y*-tPWQVx4N^yjlY#SH9CpulpBuT=dtkUytny^!5%nNp%di znCdEiof%zFSEVFD$DN_SyLPZS3t`LT0I-#N8+Iug8^;mw6`?!|%r=VlcmYAdg<4)x z?eP9EFQyBdQ@_2fGgzSI$*{Fx?K(>SSXte-==_H_%Gf(H%{99G)!$j|MuKzTz=7hj zGHdGtEIKQdS&jqVdHC>Q=C=-NYHBO?1wVnCg5Ns_?1TM=%||Q;t23gxPZ_?u{Tpo9 z^YV6r+#)Rzf*PR@SeR;-b?p2vH)mZq43uM43cP`ArstlXuqCNr6VJod7Yv&-6`s&# z6pl)HZa`HhaMH+5h5GYNmbu_(VG zZSC!Mlf)MvwCA(>`c;(US)lS+cJDq3h(%AJCrV(w4{gdkh|YNUzu0ap>6pMPR% zdb&3*Yp{|;&cHy;UOJM%Y-BnY0orx=*DoT07z55i_!zC+07SV+B!?sbp&Z*nOB)7| z?vQHo`N|KG*R_*W;2kSr6Obas<{`C?nY#`@M4o_tUECqi!&6gJk!Br*_5iUM?n>hd zJyG;vn~(kQH6fSb9v>eMetGM*ZQ-C~#N7et8I@&N52%XDqPi+A|FE@2B|A4SzyjP^ z=G=H=CuAaDzDPgWe)N=1ncsn`oX?*=5#^6UxFiD->IlSrAo&%L?-({5QcFjjrowdY zvFTSSD7Fv*EE|o|>IDk`2B6ybd?oQCFdd*ORpN(pzW;QDB|{fe`>Ug9%*}cB^zPle ziE!rLE+^fp!Rkmkf|Erl#=e8_);K9G&90Zv*`qEBMdH)X+cXepifkhrjD197+%BHssXDV zi3|XsZP{{6L2b_r|1^4&w= z+%LMBe0gVjwNNVytr5v zTu3JXDLj8=JT;PmBas13UxV7ocOI5X3SeYLL|Ea)rc{foTLfu=)IFp zO3-0E0(+>pAtf4Q4uTWkUS?)pn4M~dd1xuuJcuyjJRnDlM*xck(=@Z(d#Y`8zBY&3-rQHO*iYH zA5VdqL1Kw=Vcls^OC;^#0>A^z;{9Mc>PkK6&Z5AFm5#%`7`P}@^2W=f`X^ujwklwW zlS3^zV<`MzSo+uouBH0Rj`xFnv}hzZSTJ*9}Q2X1WEUxUaCaqWi&kvKTHZ-$DeQ4aG#WUhJvhn z*TUpIk}4YHPrz&!Js=85!{ss1+W^jp!UG~+699mrzUw~~)qUeCN!s-}Yuq`Fn|P4Z ze4=|yYX=sXFlmJCh508L?>ctvJ}@BTI)V+l^sPYAx}P6q1#=|USBq~DHQ-a`Cp$O_ z=`=*$u{DtT?gN+vMasgPxe~Ci2)6bh{EbqfmukGT!~5znA7r`hN4nS2(6GyCx}Ktj zvMII)9>CPL3AtVWyXfI@+=glaThA4L@OyYxsY2o6pUTVY0KIm?n3Xi_K4@#g&I$Gl z(4z4%9~)Kp!*@}82*UsXEGQ^QKF`UqZyd$z$AW^>yRQGd(R@Dv3?mBo`h1E}u zep})2hdTY(zWQ908mov>4om9^uCFQ=nWue!ViEl~$)EDajxHyq7J?xJ44J8NW+*KQ zQiiBv2?>|)0hJH_ycXw(5b52!cl4`Q!Qu|dNw^7)zi7EWA_4y>McCJdRHJCX4+oAU z^aoxLf`~Cp(mx8ZPZxP2_sRRrbHkqx)3{l1vPNg~W=esAfhT`SKmk02X7+>w#whvu zKp5bO?S1s&N?INydIa`MHEA_&u0?qVFzzDcQ%X>?jHR!lrtL<6q~kGtl`;SrHTh~0 z4bZqx+Lm%=h`*!|X&wjBh_I0OzJZB}2~R*LO^}mQ9&!b!J3)cDv%AWVKp_=$_7Q#D zRYJZIA{@U%{pcQ&q*G2LRMSJw3()|vdx0b-@TN{WBmie6GGmes6xifqEv#?sTCzIg zAK*J`kQ`ZoNj}D)l-y>8`c1rl0&FVs8up|4ti8dLFVB5IMjm>BD`$SXFG?o(E}^za z=>>5T(buB%0)fa$ICS~BYdSi80S<%YX;h<!B)fzFAookPn16M@;BWtAwx1s-GD@q2o6X+DhQW`yZ$&lIw~J1ACIgf&}8-+r5Q&OPTTlioLbAH023d&J?4%iC{)kSI0HZ{@;Jo7(0KhaS|D$lb96DtLnIJB~ zcg&UkfZpq|%4&8|$k4)@bMsbNvP6Bq$$9Gr--l{FbC%3dY+-@Z4cDKoIw~h82f6OP4E zq)nu?nXl$FXT0NDWmB$d}3=kS{@7kmnecDe4B2+w@a)h zw_6Y?-o0iak)e}FPe~34vZN3GGp%vKrbP#9Kq*7@#iN3tN^)kXZMetixQW@ne&#;*2-ko8HaUy!86J~H+` z2T+v&K503xUY$U)@ch%YH*t5E)zzx!P+k?6mZtEB=?caLwS|2I6w*)2dpI`e?Dq|f z0^O$0Bsanvb8SBY{%9AM%<^Dof2tuc31sT#IahkUIsI>)5SK=PZX)n9NlbhliKA<= z?O0EkS_sCii)dr5xS%}(dj%ncn0?!gHT?}F|3zvIirZ$pJ4x@rzIw-w4Q&^?p1ufH zn(~Mm3G|EQ(A}(2$-9!b;a(MYxNDAMdGA(yU>yX?jg^C$uP#wI=c-Qh@_* z%kIwzbQt6%*o11PWh6pQHI&#|IywfwzI{OI_ypTaG0K3)X3!5X1%j3S0f=b`508>A zcXn8Ope5%bo;ZO`Vg`m#T|w@q0uhORb7l&t-Rf5-R|x*hU(wr|mq+|P$t+P55<-Vi zFAGzF3o@|U6w~&1$67m}x=}~=s+w;48geGoG6*<}kOL3}gmxKUZlh#W9)yblcFl(z zU1)Apj_}b~3D(4+KNXwy-=B$W`Th4-sKp$yC5gfmDZfJ0G=WmU!<72*%HdG5z)VMR zO1+Apvqa#aUFO&Gv+p5sDkKtmdWJwjk5-LpzJ{3e^mHD;aA%Q-$^wrfYFp^Yd$9qC zbQ6j77BCD*M7-w1p37k8a6#?(gi%lxp_23ufJYyLW~>`f5Ggy!QX=x5ch9sQfbKwF z54F=`N`%!SbnwE6@Io+Ai?loZL{tQ9tpFmt682C7%!mQpH14+&2C3OQL0DE7gWVtn zKYzB$R!&P&AIKye1*FUn{Hch6l>mH$v{oVU%2^QBCqUOLBIFvm`Uu#)K}SIZT1yD5 zPILr76VW_jFIp}*;b*mbV2^7p2Vy}rls9D4qMhPA$t1uob7Ciep2?|pZl4$#sY0UW z84wVMeumJnFjlC(KzdhWX^j|;Dqe#i6tS%qI1_0PAhOgItJi&5u|eP!N)%R96^FBb z-b7vW#5tw)k#> z=Y!N||5M3=y;1Er(cJZu2ksGl5Em_elstoH@fA{T0)0<}VL7OFNr8Ycx)nqwU;sdX z#e;Lx{9^Wu1OP*MGFG_LL>K#m0H`0X$UwRjaD7-Zlsog2H2VtJ0_xFMSYq{(8QwaNYop;2(UB{1#Z z{jSMhosxixhDc%*X9EZdn9c~%z!Q{#%tTNi8Ml(szjcmrG3lMcop56J{;Bxr=$EDB z6JZ?SQ9yY3tjhx8S@^fZq$d&=WUl<4VevZ(`xCT=Ex!JfzAJ66U)5H~W%%_76vl+K z=jN^@%0Ik}j{p!O3yGXJN&F-)Q~s$8Q86)Dd3n#I&x`M9di6ITi_08}9gz#Wm+;Sj zPYUt(g%bZAe@mLb(#?ni_#5G??2ElOU!r?Qr@z4Yv-a7Le~)y zv~2UA`WQcTn&OQpAr}|;A2+~%)KLHDeQlLwvl^=bb@PDNg!};&gunVC%+j{n1G*C6 zgGf^Nv$lA05ZMZd9dLt-Dmu8u^-;R{@Bd^Pbi8kwzu$6d@ljFIIhP;&>$|Yu36FUE zHBo9DKVDa_rDl_zlS5>^I^N4D#~Bvi*|yK(+xy@4X1{zDlYLOfdyi^e5}_*7b|ps4Zu`ryxJ@gE@1i3sN7%epPg z>+LA1!k@G~V>Lzc1R6pBGlyJ1luH$}y}SQd99x%FOZ{G8@ej^6{nwb*LSPR62Dhl( z)&*y&P42({!R&G)VU^Z~KVGc$3evpuP`2admgIsx^0Uf!#4jw{7Giid>WY_ctWnDH z<$PCS_psi46?EU_)YoT%o5p|t_{VPMYj$(e(J$2G9{kgQb?tu^+3{@>UN62=C*AK3`8HQAn%1NlpdH zjTLf#(rXU($8vh_dG}Pq`XJn16wtA^T7V`h!0R(ySh6#A+AYdj5l|K)m{$1lT8#R( z&YnYW*L1}gsHMduQgdP28?aG0+Lae#x*&^**eB^1q4oKB4WsE%NG+J(A9oTYZ0V`VdE%)?;N*r9=n%FG_u(0+qSM z8xs<828ysmq1m6Ofo^=y7SM*k2_zJ=sJ3LZZzuJdzjn+CEx9JKC1}wba`kqZVCJP7^kUDw-LsLZfep2ocm=eu+o);Atk8Jwu z8}ndixAVeGpmEMvZCklX&e-$6sCFPkHK-?|NuvkwzfN}@ltC!-g|+N1)qj#(jb#W$ zCrO(hqc9iOn5X;azOmxIvH8czi-$fh6euMGQQWb-)*)#+&uvsO=45yQmXdRF1O-zp zGI;$(4LLdwdjc0`buv16(F}=_OHzdqO%mC2-sjO^BP&~Z*q%U3ptr3vS1^Iw_44!U zm)_&KChYg;!Kg(bu{b|H-=qZdp>AOWdq=3fivcL*){OWa1ejyXzxZ*NDwc#|88jtu z!dyx52|SN%cleB(X*$~4Fdx;<=lg|(a;rJtx&Y}E<1^zrz4%c|_|ZEF^yCp8Z@q4j z5CUpIF47~@8KC~#%@N-B*y7SpL77nfj7dZu&_UZUHjAh`EJev!W$6HAx0!Hq=(xR5 zJrZ$_T-b#Qf{*{QWhQ+MnLl0{a9;cP)ckW5tPC7vAIeiIb~bD<>^9391tlUi?0mko ziQ6vlERXgBwjhSH@oCw?OI21@mNkxKgHRcsnR|QSCTdGXFdxi%AD`|f9rj>HtI?T6 z&>9sL6@nCC0D^*+wzfWWa9xL%!cqR=lQ$IZqU1q7s4zI;6#`wyIq0vRGTR9-=0J!- zfInQaWu3as0SGzW2|9~fPz()u-o-$}SwVxr~ zIz-M+2Y?49`Q)Pje$>Sv-B=GCkTEk$goyCgg3weV+G5BQ2=p+B0B@|S3>B||7tkDS zT3XJo%_8uW&hsOIAaNeg4}0fz_eRIp0>z6*hNN!a6AHP7m(Kx+IAKcDAdyopylOA)YiL6#a9FP*9v^p|?8BOj(+j!sIoyK1<6GNC#q*T9U z{M_IwE+L_S2AFJ&*wBctGFv>-*2m>t9{6eG3|& zK1EomDw(BgXWzbUUSLs#Orgl@{s$5cRvkRtFW{p@0ApN$NQJaL?iEFVB-mcEd8gRD z%_Mn50V)2XY8m@J(mIY}{tySzA|+e(DQ?}mRn(oh9P}EU0yRlwZ}gI6&JIdN#x2U7 z-GEIMu~yI7)uS+D0|2sDrXchUq*eQLPgx$+uW(2o7kvjG!y58A>9>>Dg{JT|=M*0N z>M>$sFnqll0U9tW17);SMhM@F*7(TyEiyz2W=UJo3J3V0H98FrhvHM_* z-pryvJ-wI_3Jr*QV7$S=|MAjAwDDn)Vt}p^(1Xi){yG8Quph_{CCaMB^khlspKryI zKrfB-rrBv`K(c7@bd>Zzq%ZM8nIWBJGepK{l=OQxqHdr+|EH&r#Nk=64bVGOXAqwg zhM*p3&EQrPjOb)8N$Pt%C=K$UaCf!9X~$+-7c@xcBqFrG>rx5bW{)@Mg7PG0;raae z56dl!A9SH!y-Jan5H}d@(rfwH+yksPR2guqr7R{!EU?=jl5Ob$8EcI?tobNjOvXmcQ!2uM{@ zWO3an>21=uB>=j-3`>{PcC$eAuZl^Z9-f*#XH*uRnXpet;i%>fwZmg}Di8j$eWAZ( zU8b9;Vvbo3q|_C6{QB7OYo+u2fg4s!2Qys`7xj|QDhfT=93&iqPbdGZdRD9eRUc@I z?_>6zWA^^8i)z4#OV@=0@ips|S0y7|h^L~AY=jHaVlq3WhozJK&>;zEHU6|qdFdM~ z_Wc>FE$KaXOMY9dY5yO~oZ^!}YPW9MWUjaXw`s-4zPJP~(WaXw%)cOxB5xRtsU5Qw z(DM7!X5XDcIu6mdvy8@_-xuHAcKy=dq;CIKfz?5;tc6VNeb3U`P_}Wp{vVfIO1sba zi2eiKpSJkI-}Os>1E>BQ7JHW^*PQr3^ezA1PCw}B1Ed?yjF(~2hNMrf`WIUpjOdc3 z|NpD@rMBRsu*Ur(f$w!mNN6as{7*gG$wIkMv6|+eL32Kuru}zRrpmkY1f_?RT}~2@1QbUymj3D&#V7eu^F{|YsWNk5h_=n#jV34hfRmGb`}1$ z=4H=$^);e1=!&>${`s0y^6f;htof@78-L8)WSxGXyFUBMtGm|py{4E$hY<|Yz?MvD zv5t^Y4_Q8zd$EWo`1tf#dR7s&JHp*!4r+RX;8AV+uYu9+f1g-<;G-GeLuNgZNt%KC zUw4Z}^+rZ1<=US0$a_JbE%^G6lfM;h_Is!#W_Tv1P)OkUCQ?u2ttFU^@a}(T*(q&s z=(uo|hYugfj;SK`FgwW`c6Bipo>=w!H%lClyxNLPSHijevj}C*YeRmKKh-%h^&MXm zGybkOkDa@5=a|Ry=V2kt6M?~txsd5)D*7YOP<|ol4)1ui?&zOkRO^M}%GM4}JPZ9^0(66r~n!jqq=aLEk0t#Em;t<^QH> z;NntQ5~Q^WHd0c;5%{IyH|;Pe80$Kz+KNrd^-%mCE~nP|k)aeQ_avQ8vgnKJPlkq# ziKpG=4}`dDsLs0Yb3V#z>u~Di%}uWRdA7!HiCedr&*w*yc26ZNB$%is0&-?p8Z z7SG~wC6NMY?R%rjtaO)OL~X}nrr;uXhv!e8i86WgKTz8&)h#an4dd(o*Kd}GjfhoH zRgr<0L;}>a^cac1zmp`3PIUZGGH<4N2$-GUQu;_?-vbYpf2SQI$UK-!F`PyFhbfu5 z3bQ-fzV@FGa>Z4qqunwDY9V3^U<;&Ggy0FueY9J)bUzbeB(iXnYN63_nPSievUI&) zJPbw0ZF%%^9)Q4Pegn$%hQ8Sba4to zBrxAauyC&;^kit<4CD~nwcl*f{wbZn_*h-ASa2Sqm2Lr-=AaLig<2L9`&!!GK$h)L02o9^M4Sg|NPLB;=%*(O*M!#a3N9t>%l;LX_vj-U*0yZiXjVM@@#Dv~fvzep8};CQ z1HOKBMT;e)TGJvpViKtZ={e--)+`%~Ax1sC2kK(Kq#Jj`q zluz4Tj(MGZq*hvEyFvaPWUSl#*9RJ#@-1iI^q9+YTOnOB_0{#AcNX8ff}Q@~2r2(Z zx7?);?ICldUQt+7RkACyUSHis|HtxTal&;9cFTv|zOxClX+qj62ROaTjD0OYjH=f$ zr;9Iogs-Tf;bG|7@;K$;t;F$>Bei7=R|mQ-$N2LXHk21A^V>X53A~qRJx)Y?a4EfH z94}Y+F*|M|0z0C-Kq%2>h2ozVwe!TAfDkpc&ulV#+GovMluDmHHl+ zLb#A6t!IBi7H!Dlh~8+YNwy4pyg952?_SzqYEPmUdGUYb8JRw7NW6LvqBJtLP*he_ z^g+P`=?duP$ecxB-oDHa4DM1Uc`-~c3YQU`p8mCm1qVL4MLGX$M0&b1!Iv;tmNX-Z z%AQ~AyTVTsSm|_Q>wFm4mGhf+37I`~ci&WO;b{)ZYH5JrMYPX)F@xFYe!FHD>HWu` zrq^<{hXIny$UH+Q*mm)VBT&jAT`!s0$C``))i&;XnAa?I@;#OOC2iX47Cd(QSrF+U za*KqQ!RL1)V(UWE2M*Ho$RYM?;f?ii7zISyP%ykjl*A*T?^91zmQBvh2RdqUP!C4j zy?t9c;B@7Lh;E!p(m67X827;J|J4{h^SDiAw7dy*Izh>Z-ewFb-G24Atz>EyXgPE` z_gZdwRf0)btJ7K;-R`}k)wyG1|7!V&t-#yk_wps5`d~*HK+5JG5+LY6=JAqVSfccn zm;Zk4n%XO;^dxmz*&s--eSFBu!rw+gzD&A`(PBJcs_GXD*X}V4WHw#DM22BFCqsfvO1#d101dTBYxE&?m7a{?5d&%MIF%Efk}g8 zPa4Ny_MddAg3KHsG^Wsvcova)aiohb0$tCf=}BmQ@+uyXXDjuxvXgD%AF3RmZJxaN zv9z@2+lNPE@2C%VLy)I4bD#R$rCs?YPQ#yzaVL&wHUaJNf=t~+qTPqL)Iq=a`M@D| zc~arAYZEE$xRl=Sa+(?ERvf?*zH4K&QqP!Oxth5PHxY_}Em zN5c-85l03ELLDoEA)lldgz%uiO*{Q)d2;ffRSVCqGanW@aVgLYK7^H(RTi`6_WHA! zoyPoRaI$((L`Pvv7U8_H3&Dx?f}m7Dli^hEA8OK*Ayhoy(Zi$w&q7)~3BwxR#K;mE zQpqnMJnNziBZbNvvYbtw7SVrc0Ys;r_Uqz2q(O`{MG+3$Th06dw{cShdY}5xvYZoO z_hSe0H9hdEWSldkKc6SJ24|C-A;M8K5P7+~n-`8P-&?c6=1iIV(}3&m-=o)qDCCIx z7{^q^ZbNnvhL$uIOfH02*nYG^gs67Ov~ygOXUH~}eAh0F(TWpi&tSG4B#lr+6ODnr zH4v8H;`g~RPzKE?nf(&0nWw>}UoDLkR?Mgs-oOg_*lr?81&|#EDH8HgbjRI_T(Qju zn060D^|fgKCr@5BjZC`6w3RQ&ZKEb9ZPERF8Z>59LPR}C^AGeFJj#X3wRW4ne_%O%*nT-_h(XFsIw!#`1%dVX|52bHkBNB&qZ##i@Acl zJVxMw1Wr=7>-0)>oU!KMU^{StH+rV)$BzcEC$W%M)kEfKyr*G1w@BHzL=l zt<8#4O_D7Nz)oi5l)U&-bpi5 zYj4oM(EyiU(m#4NJtX9N%tQrxZEh~mJkG%Y7G;QNhz1$OnF(nJLvMb)0HfRDL$Mjs zz%8Tku(adXSB(9d5!a;searSNFz$&E1vKKx>u9%{JX(Qejg5%t_Uzm*e6Fpv_4>#Y zG6C~#;?A#KGY}2qa0MO=J3;VC4`?-Z6Z6L!eh%1FIy%zIde!u>hXln3jIq-JG z&k8wClR*Sz;sg2wPKj39v^s`k9}^uHB^H0nw_Xjprkp@=%hHu2IN6F2WUJ8gy25mW>H% zrFh!~%?@T;^l@TKksc2i0dfpk^p4zW9YlpGPA1nv^>nM8+9tuHOv#E5*gocYD!|XB zSaeB3s3`7^ZtGYw=nIm@w~5cO(-5D?pbs#FFUinDqPoY&=)pc zvkBula9IW@4H1XDm~kDSOOjy+q^A=x$eWC%LJzMVcEsDBaYGAJz8fQs#_*sRbt4n$ zn3%t?CRKd@E~DYocyuq(Er51#KGFkpyu~*7FQV^lq7C}sqtSaq=0ZV6tAQq0B8?}a z2-28JJgz&Lbs2w)BMw3;#m;rnEf;T=M$;d*a|TE z_%NaY8$MeEM4k-(kU}*E)=pi|Z4=T&9lG01(_xS69P<_#u{mJ=sHIxEq2Q%_oy zNc%GO?!g!B9#TSykmSI}s@mmRdOoXiJl%w@Zv=1u&hOtnRdcaSeP|Ow53e%*iVE_T zcZ{}e%Q!fQJH+}`-lbvCM{8pmLVhE_kOBCbR0OOUXtPR6`k^(W#Z1<`>6-X{jFftV zK8=sqRkFQ1yHDH&9s=aHc8A3~J2H$OM_A)bW9YG(hF%xSuVieRmp=8lu^6mXE!gt5 zjdq7~M%_`i`yRb|F0#lE&mE7y9*xE&C5DhDp&463TuSOVN8!6W-9_`hNWY3;W;)v8 z!ovqlTd|EBnldb6k$Bbyou$T1+^2BpDo8($I|K05x4{|7eFbvfNb2 z9^_gYOG@VPCt5DT(GEbHl0cf{;i!nagRtyYA91H}hDfp|JZD-lJzEi-)cgR(e0%^i zRFLcH+t19b3_n5smP}WtRmZo@+pAE&B_X9#!T7_{n9+^O=#?D@U{T+?FmK}kVVvP7 z_r2i)Wr)|9b^VS^gN4Q@b(@CmTL^m$(Fv7$eQLPP9upakxD{<~>Y^6NEAQffw?vQP z|ElWE<8o}b_y60Jc}hewB}$?wNhnfOk}@Py5y?;#p-6*7BZ?>*h$NwbGDQQSq9jAc zl*lXz&Hdiz^V#1&eqMX;XK%Z^`?}6ytz#YQSZirs>f^ZxUDjo|_YHLDz>3}G5qX2r zt_F%uXdtrG!2PRPf2zpqPE9Ugu1FN!pr4~WTO|sA!M*u(xLe6;cfWY(`0)+M)6%F8 z+=;@?5&Of^NG;{Mtn2xCf(8{rmr%5b4D|(MQ%9nr9M>qF@%pb`?A*f98|X|=4ecxN ztmw*@-BUsV$`v|Plya!@HM<_grFY(+rZLC4)BOhzE;H2PzsmrIO8@lf)4K%=Fa3-! zrJF$+ss)FZrux4u(Um8MlS_j4L70oJrHO?V5pzUTX?+rUL$Top4qV}OF2zPUA_2+X zyb6t{Wt>UhMvAA+^14*X>$uz(?eK2=xc*g@5gEdz{?}*wcfGsivSsq}?L@5-R^r~8 zqG(Tsu%uYP0Z$mN3v55Cim)Ue+#YK=vy&nr5HegFi~vf{<9cjw#R{RcUzI&$RQ z7HV#fEQw}Zh$nH1=xIh9myK-wC0weKYkmifOXtt4CekKeCf2{|bduT01++q9<4bGkYLP!UC{?FA92(neEUoJIh(BNj2aVC;ds*|h*-CV~pdnltkG4iU0T^;AC+l00XUi6+C{X-{Cuc+GES~b@FAn*s z*q^Ux+nhY#ojJZS6<6{K1Mu)$1RH(Iwuq`Kyh%i_~P! zwrg*8*ZFCd8gi9$*hP+ahn^|TCy4~7*1hw&P8X^PL`*kP?TKzwqNmA&2M^xuz)zK6 z&T1)%6YU26>$ZmrM$*VmqGbYryD>kFfPFEZMu0*gmfpoBw>F$uRA|2QR~*7zoKO%1F^~oe;%b zpao8Y7(y{f*WD`A1$4L;FtOy8`!#W5M1hJ3`{+qKe&F;XPCnM6Tsqi)PsuVA1I6e5TK}OH^%|gAj_W<7mqd;U1F#= z6mCg~bh6j2Bo@j}JSTN=q}7dWj=W*}pF1B;crM!5fty2Xn-5>gdeY(W0S(9Z?dAs( z86rlZNK}C**RCrQLPAmBEi`*c*7o%am%h zJlScwqVXBwHV-apuH%mA(NJRt1j1Iaj;J=p+FQGQ=qtL@dt};#ivG%@cpoA4!mZ1_ z{vl4M7+!#G2TAmKW;6iiMPo6jbidO-uk7MZo3CBF)@j*3W(5&73w5CwBP0}WJ1YE@ z#M6sP@y8LZ9?s=25aLvC$$Ifa7J+I4@QCz{Z_d%$RqzlEUu{};Igaker_%; zTt~#g9`7EJ&5sw=|Kd1voRmc`1;KI*cB||yH~=Wd5>VlgWl4lLus~fsvV;7CQuXi8g$u)uA5WwOhUjD=TF_u#7Sa?N?mv5+AIM=uU;7^nx6yGPn@=bD^+3A+%1CIT%eBF%)?am6DS|-e zx5=QC=kSPD8=)qx+tXTG=bxZR;Rn3Ui#hn$Y zT~SgJw#YhxMo$)mrVTijivS-XBIHQNy`9{4)t^O~4PkILJ~j&ksmcWd)$5J8Cm5&3 zWAt!(%4`I#v*kMCN>K(M?OM?p_;8L;Ayj*lO5uqqJ$|>%FW|0-2K(KjecsC9NDIN12vC9K=1w>H6-#YxD@K(l zUZj`zjc=(14jfTn(LTMV?6KD>r5lllKYU;|*>@GENAy>j%{()7vK`|$x4-y9kZl^1 zo$DI$zK$H-bV&TA=u0Vjf62alBO~2ecOxng;n9!KRR&%n6;AgR&sSKt^S1x5UfPFS z9pV!qRjpR8ET1&@P(JYV-r$`Arq~J;!fzIxp9NT=(?G$y9kfumgt!iw`IxP(qJ0j| z#Zg2g^XAzi&KA!&P<_R;gx@DSw7>hBV=`ENE@W1>{cjMK-WLvFAVeKbyB zf9R!BQV=G~KabSYE3@`&-nyYQ`J@1E0*8Mpejn-4v+wd1UEaK~{!XbnFFJ4ydrSG! z(HBEnsyi;ta7~G5ZW?t=JR272Hj}H?BBqYpD1at!Fp-o^ zFT3~cPI?;M+qN-8Na~8e2=6$JAh>PhOCz3tO@kJGELY$-6$mpwglG=rOYiYaa9u^!J~X zIQpy9#zrDu)v;p>VTp_1)nvIPi-9=;jHCI^dSK?zm0Z;ZZcVrSaRO>0+7yw2SVGv< zbUfy4Q`5^_$mq>K^sYW9J+%&#f0=*2KxSaG{^iaU4NV8;D2XzK6j?>E`k z(|s5D(t{RQ846AP4&&<9+_3f6;&sg*OSWZF6ac4mgz*OUEUjVw@^uqlM(f@Kp|0Ju zN$ra{T~EFG_3NkK<}Y3(XTKgLQ%e>v{smgjaQQ496&YDdav)SDZobiGT!z#Hbte4L z-@iYdbHDui_~C zLBYYl>VB;Xxwy4Fr-Q`MWDkwn3^s2buR3N-NF)%1)~&ax8XEb-=g^@(E!bOI;$qK+ z-)@6k>#B#n-Suxd6W5yK9$!&3-W_6Ladhdj0bk+VtWs<{>>r}nW5b3GwO^ig1ecY6Q)#wQn*~%(fqAT}uP?_w>zkSN!1A<_xlkQ(>{u*> zEpuS9=%R6=HKPF-}OdhpSEtnE0iFN-ZLVf}XFHHWIIcH@dLv!|(D^qoZGUoMFi zQ<}F=pWX($P4CT`hB{d8hYf&UNQ!4*(3cW zOXSX9xUh1=hCpJwWw+c1FtR}sVCe`;9}FU+<4sm^ac>ekGxYV_f>nGgK9g(f)vK2m zz_OhE3D?=G!Z%k_#gbE4XlC%~+v{t6=rME`jO)ayhn?$A-cpf8+jc9l_;A(^oR{()FB)5xS5Pp+#H0(EzW_RHR9P(NELdBbJghKA?*Ie}-byO=XV)%W^f5||W|FXw3zDn{ zK`>3D0;J{W((~0yC!T-xZP?Dr6u2*Qcc0>-6Xj|%%0u_XvyJR9rC?T8R-In)WnNq| z2J(2b>2&ePE-C3ly`BO49}(LZhtzZS?AejJyW~g>OL@gAXYpf_xv@7SCx{`#$J=!w zpXp1aGmNlNueC`7U4h|sRmrkUk3lM7UC1=GHJ9=JR9U$PdP_W_xV@H^{ZN<%arsZ; z`y>GktvHklvUka;srpV%>Rc?&<qmtgfu=$64klrIk#>r+IpMuGf?!NB{9!RWr?%K9`qg zbB;n)1J-xy+0!1JnX9|`6~)VDEMnpDi3b$xX#?{ZH!QzY4n%?Vm^x<6m`NBeUNsC) zbt*nyiNRWCB-T=Zr8}u=HR>@?D~MpZ0zxeM#_q+W&SkQ9wb^kq8e%$j=BbtI*MI36 zI9Ik`zZ!gkd-c0EvZ_{D%&?<-cNlCUrNKi!fBia}hvjId^0$W-{Y9K%mB#oei-g4W zJm)F;xh3DD?@|eSaQ<=r=v9QP?(|;#{PSlKS+S2*Ra-c~R2I8$oL&mGi0k_Mxnv(2 zi3-eGJqg-zQ>H|QDmo(qsA%F%R&iLYxNmoJbAOT7?b{_H_vfpUe;>+rFYDjvh6&$7 z7bYL)2-Z-|XI2{q{0u_OJZ;-wmSkE8sm7pZm+^7Ey&K7RR<@8u=w9k#e1$i|c( zgJ25hT7N(qagDw5SvW6M`B)b1rwp2>x>kE(7Hk3GxtGY+tl;jRwM<-0e>kc3?H@gR zW@*qmsyYAXd&9QF#xqL#0~R+QCTu?lTRDQJOEt9nT!F&m1?)0gyBBurgh`w&Ue)dA z+o_?I(DwZY4>rTNTevS8t2q_eb1WjlnOCmZL1LqKLD*=e*ahSqUoe6*)J`qq_@P6$ ziBHWhSc(HR1<2Ct5Nx;92xD6kubpYcg)z>C39BeU5EfQmR{8QZ=ebNxuK z_TgWjB+THjFR`+E^zdP@kTQ4&2a%yE-LY6>WMx@CM{Gdv-oqNcU?mzF8#Q!vj;#*) zp7;Ir&7BiR7)uw|rq+BFI|2{-v9hunX{D;ottmdccXx|T;sQP($K^y2?tsCfFI_3Q zX>0Oqrr#HuyABR$H+$FiIRF2r1t?Fe0PDCoJFjFn4QK7ZZww|@GLk76^qa71l(94~ zjc3^6K|%4d>n@`%UAk0{$C-Dk*a@<(;x%*O3#YOm@oBei-NavBWjqof>d}f`7Ip6rDoKzrol!I%@i;0V zKJosc5WfEUjT@Knr9nYKq95!vhOV87i%Y?9yKLL`5$wfiB8SjQ8WbuUOWz9~XzvtF z=d2&4DL!!5_Hzz0Q?Q;-KD*G`$d*ANpFVuZjhlURGlt>Y(?nTz5vxC@aCrPT*v|VW z#@G#0Qraghi;+>Myx1qV@I%G;nzNnqyA9FBaf}-^%6M5k)CAs%h3sQe#k;+}vS~=3 z(yE#KQclV598K%`jJc!BRFtRm%=M0|e#vO@Jo-7R>*_{>YU54fVzJbGx}JseZ$@-o zKtp0|krTNe+Z#>0tvOSndwq)O6_+qC;VP-YP{TuKxH!dmdH&)~lBO3c&9WWkPCh6s zT(ffJFccWZVJ0Ii&)GpT>8CAu2)+z3(;G7;7}G%9)~!bm8c%57%*enoY*g>{`uf&D zX7Ba^H2iwqIBfER!~V^`M-|)*>G&LReDR$-duAUU`vG?@{3B1NuC9I%jm$Ww)uK-# z?@yDFN*>XzwPjamCFfwRgM)+lfgsh*R~aq5k2uzL>6$eoZ*2WK6L?9j{3XP3@)I}8 zPn|loJ_gqGTOY=*I7OOrhG|GwztaQy`mmz0LDy|xp9RAdaLwYTH>Z;csHQ0Y9Yl!D z)yIq6Q=3&@9DDr?Y_J#a3o=w}?O(shF&^Q$rHv+3O`pbobhP(Wa z9%ZYgdn>QD2p&RPbO7%B(uHf+Dlfgfc35OhYCC6auja&wRT!h_R~~MS*tbugKj)!* z3i!=js$^W7?bbyfNij>AL1pV-v`X2{(VO5m#k_7+@z+1%wP+BlD(_trxCOu7Uq(jJ zdiTGdWkn#Im!+jnfR_q+#$`>wn2@XOzP~Kpao`|%d2JAUsA1s`(8>J7r(NPhnrxwh z444F1{_QZ?=HYYZ%$a0+r<2c;X=(*E5#KYIJtT2FW;M(=;^U0@%s0QrS#r|R!uuqQ3=2u-l&!c=gDm^`YLBayz3@E@Dp?mcE z1Z)$OZ?D4r@p_Bus)iSBsr0z)+1gV3`*)vhH3~Nx=@C48)~s2_jvp8PRAj}_ROxx@ zE>sEg{(i91t4+JLoR_yN=~zCBkl^aA^UWDdNK##NF*5wCXkp2=t^&##?7D-GD&clR z)vbbD)7H|^IK&FC!V(PV-~T=+)fv@G#g=QWgV`8IM@Pe2OAn8hpI?T^$e7GFYXvg`4LseqxHA-2x6YkUG8{Vl+-*SIV)8NQ zw|q{Q=idb(@Q}*eFzC*`$52$SptI2}XN2q_I{b&S%Xs-E{uUJ zK?1xf;43n;%^Z8ot`dl?fSZ(&eE*dEo0@ZzdbX^~SoapUU~X7TT77YulSYAFIR z1sZ3-hVcDkM$W78AUD5;=$DxQSCNYVa01_d_(|Mehd~mIPVK*cK!^$TG~fTlGpa?d zkWstbq%wTg&Ag%}WKtX@5(5hLt8@NLIS&6zo5IPH-0Pe`?wbj>D%|ehgI!DkMi5p{ z`uFX{ZH{iq%a_OarF}AY67k2Xe2C4g={gTFZU6rLm93RIarwkk{>pvp7ZYq9yLj>9 zH+t!2|BW9t*l}di4>7-JS-QgjdQ#j+^MNWf2JEs5Du1E?Ms{OUFBYkw3s)w*VlJ|_Q|3cy}2~GEI)Yo zK&E^B_?tIxq6g_1YWO!5to=ArdsiOP72(d4wVG1Bt;GDczN3;hehm?>RRtjePFmcJA$6o15bYsF-&+0qq>rea<~0%zyLi;>+w?6 zj8Pl5xbk4wpyg^l4mP+2af}U35R}+c@L(J~^EMa0h7JU)>uWxUBRDMM)bp?1J%$6P zwd%f4-PMy>xB9eH?mZ`|_CV{D0KJmbWRy`lIywQLDrE;PH8;;9>vstOM(ocKfet!a zT1T|Bv=n3fW`F*(zF(e3_T8UJX1P(x2q!98*(a2a#I7 zeEAZk_`Cv#TwxM}rSurEQp%`su?3P?U?4)6n|UTWArrLIhwZ^?jwk!*ZM<1rAfc-swX8 z(@3;p0Q))y3Hdn+%ZYr{h=B8mnoTsE%zLu)0vXZHD%CW9&fNJ&Ug~t2>-zTQ^_~AN zI%(@}&>uR)v+=JZj67~41$N6e=NKUlYx!6>^ja~bRsThxyRH4)$+H87Ki3W&?jmME zD73W$*eONErhaci8fiP?1_#HXk ziv9x!7VxXvO&COIfmgqAXWZOZdm?w#lX!Ua;zdMucD67lkPT(@e0qCp*V1o0i9@9= zOn9{uiHV8R=iIcuxuckF_8Ibd&1KxYb->+7IT5dY|NhqeqYKJ!1Y5 z|L+)~7qno-!92oUgJ9kL>7a@Vqs zq^aVUTv!82zoRwjx?!jyU$n^KXiOtHoX=mrm`t90Lw5hFnz~lixG}j$T0EHdE120- zkdv)*(p8P7&-M#Aml&eW=>EPvj_Z2E<#P`6RL_~J-N@COYivBuC`KvJ;mL~^*A_f| zN#s%tJ*a##dh+)DTyQKz!|a=?1!ZH#j@{3QtDI{F{U)V|G3j9O;@h`E7bETYj$RTe=E*9q`qFoWThm-wi{xmLT>PS~TlTekd`&OZWF z_y9ZAUsm=WdBDK!$L*tTT=rFQDAJm$(f0*%O zji>$>Z8GHkTDLi5|d|1M`4qrGCo zhOQVcq{j-AClBQDm7B3Moq@f%oR8eJ5ym+@$gfYu!)f0vk+|>LwGxpRXtErtSKH-N zFJvJ531lT%n6}(sg5?rIXE7j$w8>;7bh`nXw9p?=N;Ql5xltaQYIjV956zwGE*EC9 zaAaJ(XS>wh(Pr^|isaQV4>S&Ctjbc`M!wtvZCSTLI+yR*=Z5@DgI!*>eEBeAX|Ar4 zOuI3vs_IB*8L7Au4qYMvm-QboU>NT}sIEUJ@6DS*U<~b@e^p6MOC&fHi5FduB!&U| zYHp!G$wer6@Yt~cGBdHb*@~Sb6%{3t2M-_qLL9dWhzDcnTKlQD=)0DIYL?5ZNwR&B zendfOX@5lv_+pTp&rT&z`?Mw9)0Q;9EIp=ZEGQ2_%^^n55+}}J$IhMaA&_%P{wBNE zZx);`jqkG{-1nk}kr);khbp?`oUDlCM0Yd{r_r1_hInKzrTj%)5ksy$3e?ULnkG-61}6n`F6njd zECI$0Xm_E(c53=v{p(jYIb)b?Rl zRTiA};vB337==&Wsl`xGFR;jMx&|uW-n)0Nh-Rf!EVBA6yaZfmCjra9tE$?^e}9jJ zu%iA|X=xTTGwUuMZh=Z)&H&VY`RC96yaz;CJ4s|zRQbn`dr5(uAQLU#k}TK(uENYJ282SbnB^mYmo%Z~KI&sw_arZ1*5>~lkn#`bO7_WJvG z9&2+;^+`M6^GXMYAQ%pM6|`}UtyD=g&u@-{O1ivc3}0Y#R@X|75bo-hs{Nm;{_L1a z%OQ2TmMe}NS;1jJ4m5@_FD(y#n!86YUDCP~_xt4H@_{%Y4Q+Zsf8b{HpR`#K)m?W9 zx$}-I);8As#?bX+1W!nKxN?I@1n1M1>BU$1OJ>{nlZssdAxOCk+((T?d+&b)|QRz0=UE;ZscYRZD4R2$Z{+1r;C;uu9A=$iD zXPz2o^=DUa^fV%BM`~x4t9-G^VoKVk z$ES@!fy9r8)(%;GxF?fg3elrlY&VE6NrCi%CyI4aHYUFmy=~jJ%a<>oPD`7B>$&RL z>fwQ9iPZD-h*RFaLFq zYkLnz-kRU!&RXG-QqEd13aN-pa-gz&eFLB>HaK`r=LuQxPJ)in&j(kpV$r^T`(_3B zYiMYwp`Q9ZWg8+{Xt^b9!SPhsDcxhoj*SNp0g&twS=Cb_afz8iwSWG6z&gT0=3!*V z!+L}&{sJ8LP5c9(j!#Nb<0@`&dW+d4haQ3lvi*~qoP3av#svm;ogf!%q_-7L9t@hB zg7Qs}A=fsK$WuyhsV<)ZawotH*hN*r9E+x{fZ`^2jdhNW57Dgp+%J*+Rr}NUM}du2 zuzvXm#uZk=QOqHr$1)6X*TQFu5Q-6aGId8csP&r#5lAPo*trp0Yogo<3oGrl(fRN# zxcpG}#~tbGw|oEo{R-Cwcn$LNTR~JonMENu8csNcUt6@`Km+wUR!k=g8M%B(Z2{I! zY?TNPaiuE>l?hy@P0RWjaM{w;%_LA-<@+W=Zti(8u%6Jjl1h)I3Tzm!4UUp;v_6S4+c4WG{G_TVf&69FYz4;!3Pux#iuhEOgbciJn~6J zV-(lp^J0x|BXz)5nFrmpi%`4Y$efp>y`C!<4zZ}vFE29O-~Z@_F?|;$ARLwR@$t#M zHCOK|nUwKEhkC6~JI2Wyad$h9$pv^+Sh!!wEV9?GPuxzJiU<6ix{^|rujAqG_DGK| z1IvtLZAi1h2?5F1IXxiAgo9db?&E}tS&hT?yRAYBnlh9#F7`=(-74gH#5Ns?O9g@z zY3rY3t1f};!Z8l+<&ra|yYpu*R(iF%xN8f?FFZ6f2hQq<&Wj@@cNLAL4KLb}fV8XL zyy(a_=7b-?E-o2Yd1%2N&OS6t;0|?ICVPSfw;!)3h0gsZ$PM`AlZ2%3ZUvA#{%v1U z@G|b|4~oqup@Tu77lo3w3N+O1NA{(W!%PAe852e4Vuj%DIV2)&0)0A#N)@B9E(HB- zcX(9PL(q;h^*pT3N9u8mLV1DH5fKA85D$<&IZ>ylaADfmmui!Hi$WOA?Ik3BQve==CxO`|)UfxMU4Q}V?yUN#k{`&oU6_Mo~E9#ys3F1O5NBlFU zUqs)B4Q2epte%io&-3H_U z-k6#u2K$m7i8mS%Rr>S#V$SbRtiE^f@L|DkldjvtMUI2^f={V)hx@vm zmSzWCa+PrtfQbldGd%B1_FvYsgsZ@J%ihb&j01{kXlq|Jjhj}v3JIYJ`J#6AVXq5$ z;uhj$Rg4d8yikO+^B$18_T=(VMH*S}s|*}uHTRX9v!P1|-$mVXz5g7WpJDYg(@-v2 zb>4wr)z!U1#?(w0N$!z=%>$LEVjh|!|G|R?>o?rEsy`E&2evYg)&}tSB?Se6tc<4B z0QbR3vrm4_+}*l0^(OmeVSny&-d`@joh^iKW0o&l=KB5R1m`AnzH3R2p2^$i9!)Lb z%NH-4xmQwsI!2k@;|jnNE_!mep(0QX3QJ|=%iPQo^eRP=3&l`IP!yLhU3!nkE#G0X z$>|3LhagUb$xu|>gFM>Q%&gy5Mf9+y#-Y?^4D?xr?!bTnN99e2zfOj>C)QF|RSiPo z@)09`jmM1EcGlN^)3ICsX&pQ6lP>h?(pQCO%s_eGRF5VrbhbhW^u``mvTZV>Rw*x*&Gl{GrpN&Lv8Mf!t(RvO-|u&~B9iI%VY!kx9BvY}Ldq4++*T}Ob>U7?P~#d#zU z2L}Djbqg78Qy!BS*srqEkx#v6pC@@Vxr)>X*-G_1g}7;)UYrX8G#_EjINQF(zz5bELk@Hht0n3182(0%C=D17kjg)aqQ|4=``|e z=53DLb8^crAbkPdJo32aI(?W~u5#JXS0hL$kqgr3B-%}RJS)0X-n%yXJ@o1G~WoMv?XI8mSQHoIHGhJV{_8SryWFzN@ROs z>Vf=jtcYy-@{Rwn=wvRl;pGE&e_w4O7akTCX1;rP;Nz!wj`gZ@Um0`xddh2O0ad0x zU#U9TFzoEPR+LrpB2jK;W+wG-3Mm696WWd{#!MM~(|RtEnV{r3MgSrK1Tn7>m>srP zmj>WZl6SuF9x=H+y^^&N0_<>geRTKkOl_?^g;~DL3NarP)_4wl^&9oST4aB{=6WuV zD??X8t}`&k6u>}Ief#$9As*+d|2dJ&f)w*xSX-gcQ>3SQbnGr?04VLiq*W_7ViFf&kH`&iEpYU;X@KhTMzseZ7e$-+RbR5SvN8!gACjGA@CVK)WF< zGRgGWeycLN;c%^B2DTVLGeAx*-=n!<9A(uA zF%*KA^t*Y`arCfZ-fUFGpwC#6CM1k?Wvwkoms~jVe?)!-FZ}82*8-9L*-+5@6(KDN zR^Hsv=|@#sGgK|4{b~XRW4T+Nf@-A-cC1KR^KM&6TIcj`8qb9~h=nfavouYb2D?!< z?V6>Vy@l(-aSb;%IE`xh#gCZF%f zXjv{N7d%r&vz2P5cSMM23bP(Q><+yyVkfHl0@N~_sM8#reEISoXlk6NIYJ1@G;8a@ z#Pb%=Fv#|0NT=*$Stz177!u-*MsDEc+!rqfKoS_4n6x!tVD+0SdrVpz2^%{Vj^>OWM_gc=jHV;=i1neb-A#@2nUd`ZDg5e z1bky(mgEjZjyhsY(-_@BFkzj#ch7~COCbXS+hWT=Ji!)-px+(&N;nzQ%S$dOpKF0? z;o!9=j1}Udefv5x;3@zX_&vDN8x)4t&lk;pN3u4vR&R<{8TS9Q0IL;|vilHEU%heT zc5ZH*DWfNQ^yndiVYBEd{={&@Mvjys)(W4vX|RK%V{c~Z{iSomcqVnRuu>;hhs*^X zkgK28)O=pcC{!^Zcy!YybWW&FWLdv^NtrEOkl1|svqM`)C+G2FY3>c7s4oWBMQ6~H z^%GvddE@-`*%*>uS-H6#xLig?MqW$+Qr@ewg}jo)i|41%#hcp^i-dnIsc;AiXP8z- z$9DsD+~!4l_vzD45)ObT_rK@DeZ#-#E#`mu_ijsoR4b7V69%*dcYr1eXE{_yM-FOK zyd=6YgK;Z;Gdp67NtatZuaVHmhCZ#%fWO&Ux`V;8I(^cBl(~#X2c!| z?4}oqQo@8jYl~w$oIij5#MAXBOFo+fl_A~U&Ef)%Ip;bnU|;%E3`;T2)S&+3+7h9t zYiZ3yUr2tVB6VO+$)g(N{AdD1d5*UA;;Da~D^VCK}vjhl}6 zl$}*ap4m-KvlF_2!O%3F z5d1NGZcnd;i$7lP(xug?WoA`G&XAyG?`MVVRaRDf8Xe4X)Rc-mt8&e!2VBeRovV3Dm@sh zr7%@x;>4p=nw+sr{D3alNH^snJZ+; z&4Sw^6iu?enGe&9vdb@ZB&dg{j)RaubffJ#bEXt>ZBq~lk;IYDH}V~?!wN_2X_r4f z^N42*Abk}%O@V{J1pA4DSEI)w3JUWZ?fYCxL`o_Ae7g<`12DrdCBJxfk=I23XTslL zCoG@bQr3NRJUrZq!G*|HD&S(YsVpOS-a?s&RAZ=N)JICivLIhla0vvY)IyxCbLYod zMp=^qH7P>Z0Tonuk#iaXmO}&}+iD3D%MrA%VVw#u}&sMn$G*#jmO#9-dN%PWxvq}y?_~)R&%jixOD!v$}%6+YEV+^ zP{mj4Uwr=c8p&vprG4^v`0RcUJS?a7&)sW12R$tU^L)DeM*_aqfIYh}5Y^t%wk>_{vWqY(3m6e1pk(Dbl~OHQ3SC4LhW z`}p{@mc`r7*0y$Om6GZBY{OoK?lwBPr}oISXj|vzZFByDBIfY84?2TdM+cnx@^sj! zQU17I(r*z(-34q?SzkQ6QXL=-h@>dUPYXjn*EhBw5Lx>-Hzo@D2Qe2Fb|UY|plREcf@6cokuG$;wkdQ& zRQ@hY(j8R9%pi3Ys;S(BeOdKOT5VI&!-sZ4Kr?vo*q2NboeS+r?Y*C)PL!E)nz-i< zp6`Pv64{#|R=JMC5bK%2h34w!i^-$s7Sx@$Ey?fSP*ml)u!Mclm>}1kTCXfPlFhhL zdCj%G$ZD7Jb>-^JPSqYXXi)dV4fkUwt$@#gl8b+}#EzRq8Dfc-4ypy5a+g>9^d@XvvFvg)^TMCx{`t|FN z3k!evcG**uIw9^vL*i_N<6NP!k1f#V-6nflgUUmyaI0HrG|`dJgH4iKkkZw+H7xbC z@u-Z3`xZmtLCNouKN&iN94v8I$@Aw&Q5g(3CO{x$IJ4*F3+|P&acHl0WH74eA#%2O zt%+(2GZuvgT)T7S7MCwi{6U>LZDPX1jo7er3skg-tPuTvz)7rKxiTA=KP+pw%}>hB zK2j%gjaDAR^erN*4Cm7J;uoQMYl(hbPNGlb7-^zYw4z-G3abZEZr-Jp`d(HNr<6rD z$}-V17@NUWB-eRN%(G`c+{_4U|xq@}iiLogY^pcefqL{N0treBCNPe<+Hv)5DH>Y&;yClQ;vn zL5$A%5%(Y8YJFo{Fs#i-#8C@B{=RR~F5vd`@_**f8Wwa(QUZawqi0I6OuR67 ztkBZK1png5@ajUSsj5lxNF*q)4t&y48M^f^>f7j&+=-$tTm55po_{7Stl zDJg-r5vU~9C~o1YVxhN$N&AS}R7lmfVAaIU-1Ii1{fs`~(n7Mj*}1IJ#_I^HyQV<2KC+CN?;3ChgoMggiWUD9~Eeggl( zkNbY19Ys#Tsr!p>&RnZ0C!$Td)uEWykRLS2_naZjQ=4hZSMICW!zVa7J5RT@RUmmu z{ts5`5lUFoNbTN0UVyFl%v0VbaViUYleZbzsYj2Q1Q^(7U)bO9W5+7k8>g*XeMv47 zVK`CPLXIsfKi?$M9>A8Ioa|+p*thDCqOo$ne8&#mo{sZa9BJX`* zhoMyTi4YEaOL>mWgb2OP>^(@ltpx13my}jJ38nTvfZvt4bnfIV_Kt2AP6Sz!xzQ&P z*i#bb3>PXRBg2*Hk6;bFo+T3Q^b=Zn3ZN`L#e34}ply_ylEXisFYDKZmnLi^@M;f8 zT97cW10kr8DfAvRC>UII*xdh+VrN)IQQSqYzMOp2iT1-^nF096T4(ri;me6(vvCzp zZE()SUxLG917Av_HAF|8XmHEr126ht%2 zAj(1|Fsa#aL3jSf$1HXZIIxbAB}EQ`NKzwTC?`auHC8`nj~qZkFcdWdnW55DyRJae zU<`H+f)>;7hpR*`UUu7gmZKc68WIz80F)%ps`?PSGG03vG!H1OT;1F#?dnCX_Vg7ihH?zwfizC^OFD6)db99F-3;ZdL-w|gu2V8gzi|G% zIlD!QfB4w3JqWMV!-vYmT+M5RvAoAUr%7KQ$y{p%Okohn$(AU%j$9(;le10Ji4Imc zI5a&kbNAJYrcThvYB{$(;UK%zWxaY$Z4Y zjzM>Od;8MT(!*DWkShE&MERKPk@T$UDaW@uIb|UjJNb0I2+(&+Fefej1#C1TdDuq6 zd-m(08fL8t=#yE3y-oiXW}4yC(*`t zP8?gm({<<0(S1&2hIr<$7BW1Egoux(u@&$G$WHfSU95V0>`09|dUPK}G^^nKoVIP7 zNlejZO3Gy7%l7TtuMmURS2x=1Zkji;b?39w3*ofNi?YhfhH#+ZIH$AO{o6r+3uY2& z^a+?!zkq-o+@CXhs=4W{ydci7{mv8_kO2}GfgK{kg}S*5h*Bpw8@G{G5$`}hGkJ1J z7MW{JFxhc@G-0!hsJLca6j8O{s{E%O@{#`b^_%E7{Y1gQi?v zV`DqzH@Cd)CttAM`{>c5*3YgTI`~#q%bppn(qss_>f+gfgk&tl@7Yx&^vdx6kIKqo zkh=~y?jfh?$LZHs9!mBB$&8SKqPR2|Rv>=r|MC1r@**e92V#%h{!LxNRP;U9X#XPn z;}up&6fr@1?8w`6@r3wOeJ?aJ@&T!kOQhIH5_q$b_RvQLj(I5CQ|85)phI0jKhx5S z%h45=h9FCTXjpb-;~?W2jO}}RdESP=IC8CfK;1*Vn2N3EDzB#@*6bDY_0JB}^Q7U! zNC_+E0mDiFUMgV$oG!{iVzReTls8hOEZM(bg+reoKwBz5MAzLYRNxoh;;hE#(Z6Xo z6$2{KUwmCPEt!D)E}p=@Ve#fM=|FOHs)z9*GL3^tD3E-oZ0ZblJvb=H3O5fSeC@%P z3%M2!%chq5A_zu~OlDX374H6f^j(tZ2gUH7?|%L~fSiR0xEG}% zRyTJ{5QWB&z{16f>U50b;D>2AtZ8CMgeg9sZ>FH_VF-%RZCjymOI7w#w9uOG`Fh>>{05a_DB|?Wt zt@k6koWLp1%Fv(&rz2=JmtAuLib=bg4TzB3NYX1mbzRnu5XRn_f5FR zputn+FguGLXW}1ZWUL1Oo8Nu?8VKC%nj-DC6HT$o!gG7b`%nbmgJ%;m(dmO`hK`tb zyRLOzZNR5HdWS0Z8xS6Sv?y9y9R)*=#4M03&;BF7wCOkhWa?MhkP(_28GXpa1UU|Iyd@kdFvT{a? za%T1OUYtYG909A6BQ%C6=FToqp*F4usUq~3ZK_v$QEhw&>e6KDqF3&41y?RLiZbS`!_oatOi`xEnT&YdJ+aX{7B|QBi-8D!} z<^09!e>LZq%w|RJVpx9hV_797^B?3A?;v*vGPSi@y7WDwuw4EfjFA`Z0?*EiBSz>V zks0#|S-+_B$Cl_D#ZziuT~m{TKD`%xxyX=<&*IHHNPOHp%*}f-(Dh(cRCmeQC21;N zO1sT+!wMfhcwo@pa`8t8A#^2|H`^fl&>fu1GFwmM&}q_&xs86duXs%}ffWK2x+hiJ zpE6BH-^8C5ZK@G=6Sf|1h{!On%~;#V&imI>#ykyyr?#SQkSs`h{1pvwVgb1TqB}@w zr9%7bd1QnK#-Bd@4r&qDy^jnxTI*hY`uG4*hI2Wy`V6G=!ybYF+P-wZnD}&k`TO_7 z-*zNvM79MLlCxy*;(mNf>+`p7d<{}so#j1~=K60uo=|`A`uZEk7oSNOx;EA~dT6hl zz}>3KXM2rn7yNkOFh2#O>!GpIK>?k_8DsZFI9u+GD)Xpnlz2T{)9#E??_;JT8GgB{eJIRnr%s)+9JES`i?ge% z)z@6A-xpKnptS`UwD{GWktH!^*Pl!ss}NwODjM}LMpvB2r|UbM(Kxqk?DO-x-h9qc z@XY1?iPDcf^^u&BeO2~1es@G}dZTrTJ}7eaUH9gMTVuu@@=U^&_37Pvx`jpW2@@tz zWfSr1moxEZ0klWLg$s7AEzM*;kw?qXwI*m)M=2@S#=m2@oOjdVbkO?-omc)hRa#EY z#KA$8($K62UDpTZ?!H}q;>s0SFNDvcu!cGi*bJ@lAL7rP0a~iyL<|fK2UHQ*#a+1Y zu+zqCp7T*29}Ep0U$v>*_K#17Jl{jX?(er>cX*Fg_+5PEwnCMMw);}4voD?MmDZ(< zQBbHU3Qsz3+OH#*kFf-2FI>7*^?(u zc(J*v{RF{--=bcMT zL{OuRZgq-V%^pJk;WyS1f07$<&>EOzlexylMTUvl%f`y;>gtw$-$o_Dx=ovu7^d6F zp+m=x?_G4(tzU0T21Gl`Ol#9yW?af~vhYWJ1`JrY?Dvqyu>%!L&40|GTB*^N(E@JXC_8g6`-&WXOSsYle%~9(sCMn#0Z` z6j~>CNaif?r=QpDax&{jL7*YWk2fw)dWjkW3Ffaqe>#Zf46uw|H08T{?;hO|WdVA3 zPwRS#T9y|t@=yRf=|ovwu*Aco{{KJ}HS?Y9d19QlLyQfkFUWc@=q#=k{@RWA zWLb6>e8_Ron$JKGA`{;FZhQShd8;)Y=9-wqrl%i4bV!*4+0S7>7Oo~(c)GiL)A`IMVPjilA32} zIn&cqk1WdJqethPn@d(`ZvXe^&j{N8pmuZ6dX-VtoNgaBSvzi2u|jI8ve$_Jt%K>v zKHF|YLD>Ui?s8z9b)v|N_Z~c0cY}>rL&FXP|E-!EOtMva*Q=RJX8*T`tG&-Jz0$)A z9xL?d(TP7jU=%eqHLHb8+r)$(NxAyVWBu-{8K2zozeklGI505R7W%oJ7d+#nB=Be?|Gm9{r~No{_p?p&Dxf7yYA~chvV3fecz9>J7;AiSFK=LL7`Aq zNu4|{PoXS+NuexMrCW->v2JH&!v7ZA9FY^a;uYSHWUhjF8Oaklz5~u zh4KeQ>i7}GOF_Mj&X>zZ=jMi{rm}z5wTK=&Xpm3GyjdtDV*jZhXV1uJgeVSgoIE=z zXcl$yAiHqkNDH6Pi1COL7t_r>9rCMvZG_&ZUS|%d8DPlG&UJRqE%(eW zXTm9mB{5&3!8s?G$47VbP2383G3wjfFPQ%}FMQ3p`ET>W*Z!aH{(Fx>zgn~E z0De=mx)Ot=(9qBz#j1Ne;^I0fCROs0GEdFwJgDCuynXw20}G3*lHT;MdduNozpB$O zwiZQkV%5+liP3=9Kfx$>W@@b1On^&3Ak~vA^Wvufe(BulVUKm|)&*%5t!g_Jl5uqV z_U%sH(UAx3x)qs)tiwEG7GiO#QYd-seRV0)tZvgo8~ZdiAJsJ9eDOt5NlDeaJL{_= z&TQqkX!u&&)?j_YbMteXj?%7_8f_cQ~)M-D9t2nB%Y5O^z6! zd9weAL!+JF!bOWVu37U8!`?kqz*_Top9Y(jYHPI9Xt#G*hD}G2nSh2{$~595)@So??QLSGKZxS(j#+$dfx=p(}c$XXjH2*@7??Nl{2i{e)RRl*QJ=6Rz}H9{wxz`{?(Lz@rAH$ z=Q#&iX=-WpE4_k|GPhZU6w{i=At51GuU@t7cb?@-dkX&P?-DnY4;%*+EGTk}MqGoMvt@`T= zQqf*ZD3soe!&HO{E4!tun8K+2nbPLzA9-{18PI}<1ntygfr=+h^~Kmqg0Btuy;gyOT~FR)S%I*oM7*QC47 zIEfDCEt;Gf$gRqDcBqO|Q_x7WP^wQg$10$nALE)_@l1C!8JiO)ZU!8(Oz7-1!m#yx zetrzoH!?G!EyS!#zWDX@~JCD_+w6(QuA(v}uY0)LoOrRbs zMDNLIj@EC^1N<_2E-@9k`^$@P! zl5xS%a4U%fatWG3tqmDA0`-^_19BUf=!4eQ)^U9WUaW`qZt~E5rRq67ec5!%OMKQS zol4#M=FOWAvf?ur9O6O?nzEhK$depDeta`oLT7S)xm1`eEG$0k^b+|#sL7pbQpK5n zfp-gjAvwPfqs(`j!>45QTP{YRtIK%t(xpsPhk?{Caih8nkWjMqq0_T$zvOI^hxqRMYlxw}eT2{CYW{k}~eqfI=A zf+Hg%^KF*X(VaCji{s_vOS#y3g4)O7BW0OA`Zy~qE6#i)r{ZU_Q+j*NaKVB)G1Kb3 z7!{*WPY%Q=MBZ;ymGBbBU(L*nH3f*dWOAw`n0-mqqS|*?gnN)}%x74tIh@62Jn${s zTQO!dA88>HlSu9diS>2uF9f)cWo2b`l9^VrZZo4Qh!rF%3Ct{8y)BBw5T}^~l4Dhk zjasg*uGJw;u2bex6_wEneF;9cE%fd;5=K~b%qB;=h6e{fOR~CLuxVm99_cJ!v3j-r zcxFPanKELcUFYZRPsQD4Ul#yU`F-HJj*Qv7nnfh4&}Ww^evS?MpfR+ZteZwLEYFsj zt`#+5-S`y$DwT8rC4|S`RR0nKvUhW5Cwue@qE!-uyK52?fBd*W#vc!?RQz}!w);-U zOP3yHCLn{$DMXwuN93^`>6B~x@#CwRgKZyhq|_vhuVEnW2}I2h5_z6+VH z8c~XUrpeS=0^1Ht^%KV@>Z4TidQN0JAC5B>m;*eQ}B@v9_`KlH)RU(4k+mt-W2ip{86XD(UrWw%XDQ z8R|%1?^$HMIhA4*LoZ@W&+)Q_MeBi=`3oi%+rr7l;hlhm;W?4uWI&N(1cWv=fT(V?Ib!uGP zUjNe(>$Hk}cFCUdjyUZvZ^r6Vs2I9M^+wN4UxTHJ7|4UM(MHZKKQCrDs|URN(A1=Z zkNFHFmu%Z5A082L%Dc#qC-KO&rDP#h_XOezpFR77>VNjWW|t^;%>D-=7r!5WWm+he zYMQc9N$_V(dLM=I><58h=~s|d&j2pUBREfv_82DZ6B4SOtjhN0TxqnLRZP=>e-rn# zOYheMx9S15)W5$%V8fV4AWd}vuT&v|jw1dVfAHK=R8&+!vVQ1A4w;~+prCC%-v=bJ zf7O|ul9JkU@r+-LQl`~D)0zaA!W@h|um9NxmXq$RuIYU7=+UDiEw@-tdAm+_?Q;29a>xldIfv4c%3eHnI%lPng4uih%!Y9Ig?0Trl0H_aUR zF`Ok)Ey=(;j3;OOdyFYpCBUB)qqY}S^~jMc)d^b860Oz9jTbLoRL^!wv7q(|>_bG& zj34x{k}y2JakQ8xcekM6SMIM55_&U*D&o}mw%n8pHC6lSP!hne;?lsxZ*r1Ti%xA^ zJ@ke1BTNv`Phmkp0h7hXU$U~YX+3UOG4VRNIm!AOz#A&pmN8Ugc=t&O98pLzC?V^~ zWunc`k2!L0|0@7B40|N=Vf(LHEb8kz%0g<&Uq~vYm?%+IwlARk*)^o2Kvq2R3-8Kf z#>U11ebLd;)m!$3mxoI;-nenY80lO6<+&@3zqtJUtFjzz2t+omj(fG-pN-699o50| zj`piM)5d1k9ee&Q2Ioa~vHVSLg4L3^-`KLsqtI-M+Kh zQL-UoBqG*Z=9;Im)IK?&XA9JA$|_}29(u#1GU|D9@5F7vVuzm06+}Tl{ds`2c*0L|4umSU(v}yk&m#Cdh;HFZ7 zrW)RJ*2E-+#brd!Ww>zH>M<@07d8e42Eg-^%)+*3kvGVGh?er}FSdTj{8@U~u7KI06Y&(= zM-Hpd?#$k4H_UDzfF}<#%u2J_}S!ve3wgZKLZ{-(**02)DB)4-XHC*0Cyy)gf-P#x9Km z@<2op@7^639c!?;>*-nf!b>b>xUJX}+YCk3HEi@3NMssQfu}iK0DOVQt4Ydc5p{|J z>YbdO8b~?+euZ6krIgO)A&EN%EH0x}Doh8?UnhY5_H8<)I90h@46MqhPTj@xA3Xn# z&a~-QU%e@!Ux47nP;z|&MNj#13fuQS!S0R43>%jQ33)3Tj0vK)2|Q$3{mGwC>BWgv zcD-Na0HLd*6(W-@o5aE+Be}S_Wq<;bYb}A1s{^o~w(NIbH{P36<{2*S$AtBh{_w$r zW>Shu#OdUIGpb2=x^}~c3*%E$TjSMJco9iGam6i&IQ?UNm{TT$qzP|57LiMzHv4~|dr( z>e{()U!QkPTGZThhd4ov24%roG3vRK-CQqFL7g~z_CZTqn?8ZR2)UsTpFZsy6a-j` zFVAstraDhH*p!hG{EFnPZ`zn)6M5kBxYY}}7bi~KSg~;>*4$1Jk%mr`Ab=e$Rv{S8 ztyrWdQ1Q}!c<^9l=eKNXBR^-c^YlbV$W{i?kq4t<$_bjaMipUq4j6petT)!*Xg^br z8e;L1C0ja5pHh4IQEm7c@_Nc&4qcj-MQSr&PNnlpH&H0udl5;VKYvcckUilw$4~(# z1AOWm8rEmkImQZJ8hrLPKcD~7;JGs)VvV(JsB{(1kyPUz=m~U!p!xzEsfRj{L**zC zM78$%_3Pd`A8+qR4<9~X%`DvD-QvrZ4XidiItp0!B1j9w;GtCu;{reX^BEqrXb_Z; zl#JEPu;vXcdGC5c^w1#{GH!s+s}cWVkdD<~oqunauo*!uB{IZSeeK${r%s+s=V)aG z-a~DnT$7;1k1<@eh4(m?sl28pApBJjI+do@nkr)myvB&(PAxYW6{F?Z4gD5T^3Gh7 zXs|rGOD5j@{SwEI8)0*GH)JGLR8&-k zN_g~W3Q?L*Jbdz`)9P2rdlZx7D*}B`0hwaRYs{vxF{2UhNhZZFJPHhqMR7p3-P~kN zE}^SR?)McT;bS=q8Tu{2johO2aM+S?*jfI9a1jEQ-{PkFsb#vk136PNA(w~me7n@T zY8CK`cV(KTPNQ9o787Wy(HIax9tn}T{<7Hve72u-U`uh{EELx^skJUZ$!$-CoyROlO6$RDDKEP$v|Mra0E;m)V)ADzFZ| zJUZWM+nSmF$jiI|GVVAgH`SEKYzoOS-W)X=s6n3cbX=hu1crYl9l5}tQYC?hWMxH$ zt|t}e@&D;=M}HV=5Kq-xmz|v*U!QoqB{cqLdx^qRVY`H^yx4=booCrOIE4GgtwcrE zr*AG>%>9AyipS9D=JO)!ci-)JW7pe|p@1Zmp)bC}nv2{D;K6QG$O)pmb`@mKoZ7JT z9M+cHg$qA?887()H7a;9)a3ttjlV7#dWl6-wxvn(;!oWr{Tiw$Zp^jU@3sB$ajg_% zjsfl7Da~e!RnuOAH!=eEA?z}ld}azf7?)HG@Dg7Um`J={9>Fv9)Fwr)Sg~RR8APKV z(4HR^EWdeO<>Zp1v^P-<&##ILtn}Q%2MDI`B4Gs_B#fQQX8iHNb|lQRs1LA9dG0as zpF$C@g8!4sfLY|yS-^mc1{3-_I5^#POe$o7A=2p6y=+z#pPNo< z+%b&Nnw_0Rwzjh0LVh?azHqN5A40A#YO&L&J@Xy%-2lQ6vWu7dF34*`m3(UrJ&^Hx z_FcQUz~|vr%Dtp!^MXwY{_ozslg@G06#QxOEz1$HuXL1?p2BU6#fY`VkaP^UXhFHL zo?}H#-rEun3cZXS}-?wz2~Jde&pL`c~Wf9zN`4x-;J->uBmQspNft3RO`em z5fPCMn>Tm%@>*~r@W`XIBB785(AplIynH$9gBNQeuwjbvmk%W9;yDm3=()K--wl+x z=%@+dVZv26S$Zt}#d@h~`{UZn6NL}RrFyF46T1Zy&Y^w-Bb7NhHjpS})4rj;>;kV= zK@9i4J$s~p90T|a@8d_7X^j_n)!b+^Qp7?==J~N(MIf;_I8Gcma3K7fI067ZYdE@X zr;b~b>DiVlA?L}s*S{|K)~-C@Q)pYbMG_;<<WmT?IRjti@hX?bS#_TBGQX6Sd# z^tMF9m93w!_%6Is-2grubw{1qVVibOfT*1g4i52ZNgoU}0C))#3k+9WU$23xz4GJ3 zoxZe`4IEbeVEeHRYu9eq(a~A5Y*{RjFF|2v#8I+GMeV+&w{r9TKS92!8)CX*R1&$R z0uDPQ0Mv}ufIef_x};PA?P2@&Hx^j{Cu$&E6;7VKjnK4V-MUbOydFOt*H=ATSy_2- zLF`V`q3`ca8q!~pA`G9$g()CJNPYlMb*j0>`}gmqywB_DnVWDsY2#D-0~oafTMN8M zdObM;%5$-*M;3@KFrC-r+|7@4l&LS zyz9((s}~aZXJkBclg!FGS&6iNLQAJ2Dr#DP!iMO+vW(?3fd~VO z@v5(mB9y&8JPXj90?xp$uTBZHJptol6F=6QH|1y{A^Ai`c7$`MVemkhh2i(?daBPL zC8b$#71kLdERb3ZY(^!jLqdepZ`ymd;68H-Dh$z?kuOAEs6s7*q1uBm;wAd)Np+%5 zA{3Udo*Nk%Baz>b0+q6zM!gY<@bCl^A$N5noTZ8(0wIv`ZO>b%d0lri9^7g?Ai&GZ zOB)qHPZ=QSXK>lEDAA3<^+PN2@iw!%*(#ab$UOU*{Y9=A2j}1~Tvq zfX)bnh58#R-UMrDRtarNyI&cO8b=#UvodIiUNO4C&KF)W5D@CXU!$@zO&h@OH+#z^ zMdU#?ttVA>@s0NN<^jC=ch6{`7zV2r0T^Nm##10EPd(L)CXeLXrLSL>QgOf|{X0Kt=(1Uqn$^&`a} zKR&p1>((Z2&CdNIMa9Km?yTSS$lpI292gNuyul|%#vXpoo2*~FNs6S9Z5Cd4?^Zw) zNHMP$K%6Wx2z*hqB33bahZI5YF*E72a*PMU#H6??pGajFK z@Jfp>r^VB~4i00|7E=(n;>8)4niFI`KGf`|B#?^&KfA=C$VdUi9VZfM(mHgnyL zBW2)~m@UMuf80Kk8+fM0QR2i2?O$R9apjfVrqHJ!0cE8P_Pgq-!?$SgQBn4NbxemW zh!kb`g%E1OcHNJ_)I_ekR}W51s)AAHvRvrwkt0V4g{|cb1dRgO;1E~TAeUqKat-7* zb}iKh-yXjG_10Ct@01BQlr&c)jbQuUuNSqnooRqa&18PKIv@>?QLC%C5k;os=ax<7FAjL@!nUpsh5V%lRtnZ zQO3@Z7BMhhylj~?r&fu+`S@T9)}R8)t5M&gP@++Q`Q4>ROdXUO7SnSJxZmzyi8!@k z$~Q-n#ql`Ve{6e@oglDPpbCq3?$40)wk;DKGeQn#61ntp>B`N|5RIi6H;IKDH1@_8 z2nPvb*WaLqCz(X_#9b~xqCSBFqXIdaT?)GjN$w$0Airfh_dp3$0Jr|g$LGbh$SKFhBA1 zZ46s@-}M*Y*KhmY@yCCXkjdg0C1dE$xAxqdwx^;l)wS$`iq&=?&(AZeAM!s`|afL#vF zWyd|{!__Tszt7E%=?iGkCQ}2t?ZyJyh96p|CO>t8&1^5py! z3Xa;AItd6KPHz2EMMZl8Z{#H|@koE2NuzQ>35}>4{JAXj=D0ltS&2|-2~8`E|JVwp45t6r#H;Xo@~fMol-$}i~J>p zqO*OzdU2QDnKxg<{rCLN#=(9;y5lNlVMPEt;Ox71?qq}>K#iz$_UzdYzP`*rZ=j`x zsGjTS>FIq6FH`^&pQ?2G_vL|RYq!;l1A!$bUn1^-x(L!bbtg_e`JD?K!TXd)kD0%1>3s1qETcWUYW>7WLkm@wWi+Qps&ibGlkKosHR2*EVUO-LC*hJ0HCW)dcsj7ubNqoS>MZv^`_~3);14>XB*o%5yI{tHc6o|9{gR-EMQu{MHScs7c zwa2ShuS~!yv+Y4u)cyp*%tN;K1qJofnu@wlC3>jiPXK1WAm#31Wo0FpI{y|!4K};9 zUEk}ZB${jvJqOhb)a{_q7cWw*+fD_#0B1=Bw5?<@0Rb= zOg{_p>2sV~(m|`{Kcy<*AqmaP`x6z3Y0;xSh;m6=NNGaiJ7D?+fw`u+$lL!nj-2{? z;P3W;K2rpr)D310>%k&-#=hs*r%$Jevj7!|(@43bF9!7nJtHR|j6o79-;=iRY~Oxl z`SRuPG!Qq3;;Zu#q{Ot$8oK$IM<>D4bLGU;l*SZsCXh0Ms5;zQnY(xGk|dcJECF^) zI0}}pL9Os5kT7Hl@(dW&m(&mNCux<5{PcuG;#NCFGD#jk%#1Rr_I>J76(B)%VrF=G zc@G*_kbK*Xm6ntH z*-x1_W)kO_0!j?Cx<#;3EKt5!kR`um%N9~RK(OKLdMipa46&IJg){!V5-%jZa(Zcc z2;2(7OUha&_XLCC8Cu7vUNoPrIEHy`e8jfCK!R&Q7uWIVR*WX0E4di<~$ znC@5aBm_A!C(#AYJQc306N4f`Y#tWd$V?qts=a-2P%qdc?=aXZ9+~8NiA|pLhI!8@ z@I6x_#5@>GF}6e&^kc^5g@{1|5ZB@h%ce~Rj0T$b3om%1*vo&mQ&2EnQBP>aKB)L9 z5lA0JEv~TJCDSJ+q~IyOF=KsQrxI7T(HXR`QD!JVu^>sg<`xZK>!L=_Rxo|s|TXl zX!Wjuc|b{TGRhsoKL7>$l?Kn`Cf?5ZH`O+$NC=AZnuMj2Wmjx{705pA zR^pOLuM_wsYxanUkmN_Jh%kSW1ii<8ev$aR-5|(NIeLddoizfVFgf5h7c1)g zt1~fo_H}Jqr_D>#8g5)(24#0hzF`iWE%sMfF^=wA7cJP-d;we&qA1lC6`FjXN_w*$ z#0C%MF(gEQSx$jG&TTI`15QZb;iDD#vnSdENku`@4Kj;yMVJ&k4JsH0ek@U<&>e3D zydyw`rptiOT?L*Km-KxDa8($dqOvj-a2!OOB(4D9TsZ<)T3WW}?|<~*!MUH?9*zE7 ziBZY3Bh=9a%$+wIm8V2YrX?=ot;!l6<*%;MwX!$r5pCM7ra%BlEBOF7plV8lX{8H$ z9iHAhERH|c!UCfR(UpCc_xmkYSECtWJ+OL&a3U2^@7GrXJ8@RVpVq^ zysIcb{}_t*i{mR)g0*k6dBy1`W|F{xM&^&N_Y=OL6eq?$aEw~REGH{|<2MB0Mq!VrD6p4cq#fn3{NylyBVe6~ z)ps?cr5_u12#9Z4cu!uIez3j?0Nw>si}){2Rpt%~(Ufih$+9C5?+7j>(*)F!T<^+X z#)mPWbnM7m7=%K_1k#`i0wKv5q~z1hg@$|-Q&=6+`u#hb6xr0sxVq*%yLW#UpPP_H z5ddH|{JOvkxeZ3z(eEBSb#eQMQ=%udp8X*FWI5?R2#T#>Om}->-i)x@CC1yYtr_SwE zSD<0?kl(+5-*)qYzrQ~|yGP$Nn<@Y1Djzn{(MpBYhO2{xY)-&L_i|RV!RDpIfOhuy zcMtn1>|Bk+*7qLimUYR6Ejws@gT=}?5RvY19&`=l&M6-~dKJaC7(WON)X|Rs=&?^C zNNEI_q8uB}urU(67oiul-Dd2F5>2oZVC^V4gihcCQhUR*a=Vyi>IS3sXHp@+O|hGo zSDyHXl$9TE+NT}{0*!dA*@bVxHH6rx9HW*L0d@>%pC5H$CsHDbWyJdf?^b=?9AW=~ zWHvA}#{)eT78gr{xvx3KAR2~bZ;XIX>_I3j6_X6k%mAEDHqFiGjCPhELs_tUls^Z4 zqm9s8me6ndh>ZfL!*8+yTtZd)MLm%G>Zn8H0BJXZwMHe?g@B+!=zpu0x91BiYF~#F ze`x`W^J)0c3F-zsNhEabkB<-8V=&!Pr(|VoAia`Z3)HKOo)N;?Mv-U^DPVPO!Z`NW z?mzzc69^kotOmq#TvEwh0;`a@`EA-y6MH&Bgd%_#!KS2g>gwvc>*4VQ?1;3hoOCo? zrf`-0XE-vLW8?^x1Fn1qtT)k;iMMHPrfIGU!}eoP=n_;0QaV8gN4)-I?WS6^F{nQ%bwLlhJS;;|y$hDVRWP_II<*Cx|}tWg;$%NpoH z%1xqYm>ETi&0PH0%C+h>DPnEQ?6l|9ZqVHEqo{7 zOyU~S8K0S+KIk}nfxt9SynFWSAwU9358;E<4Lvs!N*xsg$<1(9%bXM5?cB`R;g#H{Ili#hm=d0yWLZCLCn=Di6+j*AQpBW<#*;95 zQ|^144;;nE1{~1433wikVm%7R2fvjszg_-$#svXtviTZAvfG?183EKbRiLW@0@Ol# z7$GsC5Fl8LF!`f!osn7`IlJoi+MOeLix>nO${=GxO{oCeuFvb=tIfLC1OtYW+~=Fi zm=;mBkVZ+7fx9_zf1B~xWvzSP`wM_Bt572mp+lW&9}hnkp}MfR0jTQ?h8&?&(hQ_s z;eN!(OsGw)Q>MfAae!a#gFbzuNncq{v`|FY zSHA|DELXj;YUS!0&_ybCBukGmGApY2@tYNU-MSds8+u>QeXK4_*~Rbp?uW)?S=jWJ z{&wKOe=FsmKY#vIb}p{WbjV1vH?%$>ucYMOAZaM11hLK2bbd3|f)FFg0u*i=|1NLpTT>bHMCpHYkPV7F#Z-V&H0)6fA?JgHHkj2#I*DCbM!J1 z%mk-IQZel#8ZLPI`1pd)gHzkk@2aWiKXmw~v^%0Sb0`Vwo(DQM`TFvCQt=!9cf_$z zURK7WN$!9D@A^x*VX^vmo(M3FwCDDbl95riwni9w4NqGF%=nso2=MTQ+RhtP+yfQ= z3w{#16>ZG^PbVoh#DDWnQqqUlkacr4GpEP<&?iqezkl~mkV>o0^UiSmP3~LU?@9ka z_tL6_je~=em$#x;pEe~H@^Jg0izgJJQkc3;^B8IRp}qW0xYI(&UkxkRkl#=T`1<&? z_VQ|81se!w9gIAb=1ibb{7Q4heKe1Z*R=Zj2Rb%-W!E|+t#)GGYwv7i5ycdoozv65 z*m21o*9#)sH@R!9phaDZ-(zT4pBhe2G{9%$F<>WZzsxQ@p@15cq-N-wvD2s4h+-i$ zzvV3GayIEKdCY)SCIgF1kk&$qro-OvtN*LJ{l|U(&-ku+?v+EwkereOYeBBhbu+f@ z8jG$_ia27gAKxuvw2|}Vy}Rn4S9_=qy;{NJyW{)OwQI^Zr5u+|dB0?F-|g>56&JtR zxYkHY^}@0@*G2a(e{j7}pkv~iVZ!l0U-8=TwET3V{N3aI|BuVHc=m$V2izdJ0oJk6 z!d)R>wbsp#ne6piElTMsQg@)nu!9;)2-!o8wmxL1Kue)YlTwsIN!cd)a`45eQ>Tcl zkhBz|#LWZ(s(OBG8M=mR`YUK}%X4(6(2JWOp^#6*CFAu8y9-QW7DvnOlpr3umnP3E zD&z?v4WdB~zA&O)qB$+dy8iNh$CSUk0K>!9q#>4MCMW^Kp97*Z>Vp6zMd0SxS9?L* z;`;^8=!PIK*Tt$SpP>K~J`ZjrDd1~wHos!KB6GCZDHD>Cw5AX*4%81V81o4kka7m; z64+S2^&;`*o0*w4YtM^&d2@Q}#{S^iv!@)SAsLwrO>VH#v8ZSa`B##=BJEmGx8W0s zLFFIW(BFh!ZrMS*bHHD-= zFCZ_OTNExj(nq19?I?lkRe_3Y`#E6}$FO|49C!jk`4a~;kpGn06g>lj3WQ&_!p$~y zeFXHpe7T=!BGs=UuoJD2^eGZ57R5QjBSKmMWTdH3$!WS1#>Jg^C%EV0U2q_-?R1K$Da z_EknMTq+5qM1(f0pqG(bPz^=G_wi#6DJKX-2QPeFgV~A(z3kL_@6ZP5Kc6RQ4^ClQ z80QW|uYv*+)l#Gmywt?7$zXw18x0*^m9V^|5f7j5UY%xG#)8hV;N*r}GwAizuOU{t z48B>mAfA@BDb0#>FBcl2VM9EcQ363kSLg=QYJ^vzNCjem+8(wze#QhJ^}aue!EP}x3@ zowKz~XUfn45bx>f88S*sMU5c3>NEPNosUz#zi*Bm%)}*O zouQf8_E=*BBjYY9Qm~>eojB~GqoPh?f-9kvC89nYiL0F7TZ1-h&n+R`)Il`R60#HC z`-Iio1fKyIo4PrG$n`+P+ya9&urwb{Iu--vEfW@d=1M`C1UyW zq}A_Bt2cKLBA?){{-Jf~W9v{9MzUXi%{j~=NRq>-Z~MdAphuB@!{?!Sg{7sW`@eA> z(U|OUyLBfkin6l?h{jovUE66~WNSLRsnJ;^1&Km z(j|=7Nkkt;=;z>uv|%mF&eBeVdO}*HiGkgla1o^O6)ZZ^j)2Pi<28$5lr}){AdP2e zk+t`m$KF<@=Yq%yG3m3l57fa6`4?8^h2!|9JiW}Sh zaNqnFfCRW$@fxkxGc62mXAuBN@FeskF<~trRJMACb$H3f`P&nuC)*19FLR_qTHjL+ zGGj7)R!T}rQr=jGqmZFu;^IzY^?H~1{{EF^3zXN~!(K;=1o7M;Uq15ome+GZ#3bD# zfid$lX~l7K&C+rh)t=)pg`TkHqD1ijaMKz-i2Xe@0t@5*7@oLH8EaS`0P)7FQj=i{H% zHr(J=ILAn0Ay7mk)$CzehXS0eRfyvt!|SwIX!qjYy5?N%A8=3~YOuQ2sK2=3KQ*HQ zQE_pVU>~uV+4Me1_3-iXnniW@7MGSL@F&uWfM$`|)$3uWAx)RmZHw1nRx-1sb7*2aPC5UhH(ap!n z!4ohh5SQq0wHB=zqQ=y%mRaRDyMMp)4yFly#&EE+Bom@tX>?Co3-|T;A479qQVvze z7oqAFi_>lD@1iwmJGoDQA|e-}g|f0=e*PCqx19dYavW?K@ZW1HQD6|UY*vs(3FJhY zxsZrV9B?`gd3CJBDwLCuxPgYeO0;y24m9b&s3_E?MJEZW>zLjA+e(ikq=IS99fd4D z)g(*RGGG3ZoVGJQekr5T0$9~4N+bLH=LOk3dB;5e?fnxBag@x#xAbk+8Og?9IM6~_ zFqw9sJx_k(^Qbp3;|5?Ok=UVH{*F^vSa-Jno@=XrS|16$T==QuXRX#% z^Z(R5@!e#2u2A-X?q{zaMnPb$aBS|IloIe5A6p<%paRgQ^E z){LH(=G=My+s5bO9nu_%8{e4g-2fsEp%D=7a~=IwBF}`?T@^37-Tx9bwjH<$y?|qFdaX1_QjJE)ssB|T9G*=lS@+~AdTaslEro*_$?Vp?A^JGU;I&%EYkXt&Ne?U**qeF5A zYF3uHL2Dj98+uW&{yf>5;^1y5YizX>RV3OZ?wYWMcaC>H>q|>>T4t_e7#f#;TEf($ z^A1rmrs=@Cxtrr*m3T6O8}+|-Ke=BEniACLrPF^AmH(b{6XfaLR~vgZf64DKFwV1o z*(UdAyZ7#0IeEP5uX(LV@Ydo?ANM5kM zc89za1YqV40XfJoZa)Irq{&|ot*zv!{ z=Ew6i|1V1HTAd*EF-pPR@R+UVIQ?>7cA!|XY|neU#TaBD$LS}}nn16CnfMJQD5X1f z?HS!|j=?9yE`Aa#ufBn`iV%+t1wYoYA8VVczv_r$iTPb^Y>^MsF^onq4&>IO~ z#8N>@A?Ba}M&0|UrpLFe6cfTvLx-qwhFdLI0@WY|2UeB2o2ZQrBw@ZUv9heWl$t zwEHZzv`EviNTYsu{hN+aTzmD(_Uj!F(M60ZDmsexQSHQhG$Z0|K0ibgw%9 z>V0TCZEWQWvp#rQ9B;SkHoEMGX)CMrJWcyzeUtKx8-H_+G`ceW zA9UmYq{?TLfy08R>`i5walS%aRjHC1DLu8N{noT4lHy6*x^fpUzG@8rBaiOon*Dx_ z*8b|Y7P<~JuEt%xh*qnR!?j?qv-i73IZwBp_PhU_EBv>(_j$GYSfMag+CBd>$Dm8{ z^2@B|3!5YZ^Tx_Ktaj8bS_3*VDy7;j^IQMA=KcTf$K>5Xw|`Le{`KFkwZDDD;HB1Y%0yf_eN+F%xu0&kH&BPzbNa{o>5|8 z&FqeeeS|YhQOr^PA;$Wo&vTOh3DGvl5Di8t=iV&D0f$oFV7y8;zTt)z0KUEg9QsbF z?>XG=e2*SKHbD}NNk~9liMk4hO8l8Oepw88x3DH7d1>=v)o5<-K6))nCIECqep?hBcLWq$;-(-go?QC z({QQAhs{0LX5M*xA}ZshmK&sD0+(eADT{>H(g*`4pzLu@u*&Z~91P@qPq^s4!yw-& zsi^!67rYJTVXmiuNiWXh7jVGaP8-j;Yz-WBn~*!}R1zelP%+fHA4E8wR~V;hNqPNr zOTBsH#!&FiPSCx?)C`#Fh-11G??1&BJQvPJ9Uy29~78hMCy4WnJF z#=Ee0N=FzI#mU752HV&;8Uk+wl*SvkZqf9ClB#Mk99Td)+Hs5=yA;fpUvOAl98C4y z&_Z{a4=_BBjg6I^D1Lq51h=0wzQ}1DIF)GxUBSeUCS zHI1YJ#W9Z4QeH!D&$jBhCa1l}!Ea>M?^AnyoSagCZW;>aFyc+?+L26JD*5(P4r=1$;zK;TaL1`zbzIV(Iz<*8Ie3zozbP z6XN0}jnZ&|_FWQ6@dlTUZn$r5b1sCICDwgHN~0zwS`N_`K=A?{YP4RQT{CG5q8op< zZE_hSCu{+pDMHdmF&+U=Hy65OKl7{-r}ZVdO}Da6_UO#TVE?HPTm&xAcAaQrs*ixb z6J3E|@#WC)71u_Zw9&Od8bh>f%O%hV6@qq^@MSEQ$icdUQhju2Y&zUDE-q3SCq3@Sgex2XkX50_c!aU@ip z`{s6WTLsRZASZS-UjA9)1nr6l7}y1S;5#MkH3=PX2JF+$QYDR`HyKzHAaRou&>^kN z*_}x#1b>_W99ZJdCyCC#UGZbL6y;0kiw4}Dk4{`BtK$Cs$0Lmr?bt)4_lO+)0PDi! zdmh*45adh>z1b%l2V5gbPZd6wxC==rKjuerPw4c zAj^0m_-lSE+zwx$KSg4R#==d#V)^oNMAR3=qy6soT7;S}IQTmX(AbomG8_}L#JMOQlB3;VG1GUsOGaA2^wy zT9^adlng{40u_#&e_fYqPKp(BPzyPm1K#9=IP8Jz;QNV^ra%edQHE``pmNq3vF2234t^789y)^t4d_Ff0QcUqFirG#WQnSAWqN<6^$x|6Ws*N4h_%Y9Em}QVG_HXK0D?%r$UY|01h5~w_bKPlwLCP z(C#1<*%g_ZR32TLCzObcv03jEVv_Uvty@jeUt#Wf;6umHs;?2RUssT+Qk|XY5JW0g z!>)6LickW@`U0j?*YiL`Xy{w~GGCd99=2fNr%wlAWZ*?tLOY@;QO^%RkvNSeHM|LR z)V<<1UUJxWiWjDkk~L{_Yi?A>ri8!UTbla-A`{<-Cki>Nk>DE7IRGm=)M z_X8DP;PUkxL6xhahPk~o2Md-2zcwHIH~8?HCkRPQUIhxR+22yl1Ia_cel0+112q7d z!jckx9A=q%zYEc>8gAwyP3OLpYS)Xuu*k_#p#f-dQyu7mx#0{<(vGM+Ow6b_z2Xbb zkz2ohy&ifmE#M0(Ay0y1p$yFVa4s1V*eCcMwp7+!2`K$B-6uZghJL&Vw3BggaTPb% zemN5XmC^wJZUV3mXH|#u16+X&h3tM$kXAP9c}~DRPNoiKpP39E`i{+RQ$#PnbN4RqK=xSh zf%YG!lh{=XN=jH&GwbW4$~ySqV%bj)!mP@fuGxw6YoA}t(2T$leGyo!?dTFcKtg&3 zlx5nQz@d2uK0HCN`-0=LZ7_tvGmI+>T06Ep+q8eKsXi2CE#f;l4UnyBv$*T`u*66v z1L8M_n5~7@=iQL zGc0rUsrRyaGEWk_6@ik_hyoi_1n^5Ij&by+p{@f5W*XV31-FgkwO}aIv8u8 z11akF8Nl8n=#}CG>xBLgU$!3Z(<3=664pDf4Z3^a1bSVFvtV{4Qal=#0d#vSOG(`! zlOfHWalB$EI0N!l_4Gaf5R;~yY+~s{ypyUx8`A~Pa^R?u4)HlPV)25pi5RSqCN%Ot z3EeC+pPkr!2rL8viXT$0&dtpfOxzJw%ON<4#N>qZ?<>%|(G?S$P=WKrqrg_EoBu$I z6+l;pw#%pz8Y;U;j}SQ)hB${ZGBTL>3_RJQfn~hI&~T&%GO8RoEe5@fOZ&Yj1%qw^ zGv66=&!SBUH@c(ihs`&JGyMbB8Msvf#n5yTg;B~x>#7|LWJRq*sx>>2C~-VVHHQC( zJ(b_SSGCcmOcaNqy&}g>U?p^+qkATu}q)=e(YYj*wj0uE6)pDH=vaA z&hZ$N12v)ZKOFU#zLR@3PCL8qbdX?q!==`H?FrO=UhF!@dmX#??c>j#tV%qMW@3MI z&Z=Sj9g*_Rz$AAX$6nzin*ATP%`GWwv-Zcb3rd~?O~nN57)}XOPoZzr3vk{T;5H)Q z>xw`x{s+7ffYl$(C;t~!ZyuK8+jf6nM50i}N~k1cDv4w$$s8J0h{#xykcuc0QJJR< zm57Qokg?HFD1;KBBHyS`NfW8x=WxHzAMdl>+xBd?o4T&^JdS->Ywc@q|D)@t^$bmo zp{glkpoXifJaOsOI~7_YgN#V7HpcLM>&CY$PK0op`#1)ncnVfxT zJRb=SU58x9Y1nfjG=WNtG-!?(@eFlf;d^Qc0;k9e$T=LvhO{oF@toi4Ow9);y{W{cyS(Zpv&duGb;?#x=c}(vVdSmXH+x(6^{j8<~ zHHh%B6)rroW`*B6oX2&%q8=DLl_PszG|wg-&;f{$M%RxWvJ-J;$5RH#@Bi71HOm%s$O!J zh}b#`fkYYN#S=PZdEcEGw_S-CX3*JJ!8&Egp-ziE2IcteDd{;KEyrA+AH0&Gjn`wy zf@4VMlswfJvX+np|D`CJTCqrP81r^Rbn_k zD7vZd`Q+sH&DhF~@%i(vIA=-A&)(NImA^a^x{47x@f8^0N&o!$^GO7Ir_foRMrU!2 z87=3#RD*puCiVv!8>(tNgUCqY5N4{l{^7pq5i2henKgBEUXZ?CrTO?=E>L$G)OJ|< z$7dI|-tzfNyfQ`b`;tANx8XP##N|0>)MC9|?l*>S&5$Dez$u)o#huOm#!WS>>G!NvXzEL+}OXFv4K zq!R~bk5@6+^vLw|n5T=}9`+O$GcR^wL34#o8ZwzID;t}IRr#WBBoR4K>;>s$9r#Ek zbrRdijSTfV2I&aHtGx#f+}t^&wf8GBc8G`=i)hz4Z!P#fou*lF)(>f&SlhKUJ*1{< zek{+~&2(FW;Qo!H=)zsNWmXMjc&PM!IqbI`1+^ct-Jel zK|TH@A%GZ{Q*us^ea@6^R&&#HAND3Ge}`$(!oIE}T;6BgJmo=-uVN3wrnLDf&)+RlaW4hlXoON@;{?8lWfMX&8={q^XMr)4Tx(rIFSV)lq51(o@DeGlB$ zFs`J3=8jWyJ=WEB&F|c~vo#ND}uUHYeXoOAhX{~QeAgBHP z?mF;n%ZPQ`MTN-15gzCjwYx8CHe+ReRZKv0NMCFJAzTifG^xm71aiqdMymfm_XOcE z%gb}jKgHlEf#h#cTDP{3eXceoY`om+{Q~J99#aboHnsdGfRfN{^>!ankJ z%Yq#XzB3u6HPHcnvb|GN9U3Fkzm%@;nj>36Bzjs)5(%ej4iPN7MSJ>CBA(T1TE-{d6n z=Upp1yERE!!ncrF?mRKR%g?9~yE;btG|eV~&7|o*e1Rt?&aS9E#il)~a}I{Rcg@2J z5;|*FWGmkbkL1dgx`R@$l3>KKF2wyb*!c%hQQS7Zi)a`4!q@pcy4&sb8xSO{I@G%S z4p^92b3v;lXf*e3^0q%Sz^IR6gB-%I zMNrTD!XdD&1U!uhRdcddoyg-Vdp46E_X=lazMe=`Tq?RZGnfs;B7*T$=X>Cr&jf-de zYaZYNFLPzZC^q~=cv|y+BSA{@2+vMyX>IKVrTBl~FK$b#VF3;clizlGb^tXd%EKz}d!Zrh*83LiP~^@O)f9rwPH+3nYfE3yTfN|)^1 zpCA1y&gZYQ7*=>$Q~#y5=}KKo_*TXN#GX5AdOvchK}50LpjP1#EX{3T|eSd8G0_eCU53$F{W@{9=Bmum)0p&I;mwIh=0akPdHx2E#2 z-birgqF57}nE?{QdEv^y3;$>TkI$GDy_xU};phC@XT?~F&(F%J&Z(`F!WtcO8wySw zJ-Yfu#8j?*82X&}xaoEBIeGJE(Z@~BCp_4vymh*Xd5=h~ImTgci~D<584Qp)xg;he<@nH#Pw!TJ@c1*a z;Y>>VwoHL7Z5kA_pfbg?W+&TKjF?^+m|$yq_3BlVU(Xl4N^z!MjHDMi91@~5&cNU$ z2tmM%ly5by-ky3%x<$6n<7)Z8wd-im|knbfz ziAVYQ$EZUwi#kA(oq5hID)_$lR@@fC@l?2WUkNuTvdkr629`a2{`_7GJ1}13Dy-S= zZ2xOupSJxhRy{LmpDsb}Z&r-^DCIr9=8J*nn(z#tu0Q~aW7nzts;eW)&czeG1G&9! z?vh1|f-pi+oiwQ*0K|GXH}j1R+q--Ae#dFec=l}n!?2O|cX}9~lQ;bPtGlnw$HATa z+tMib-n~1X&zL|VFeB2UEQU%jGjtqqyREHl37K2s3sm7(s*ho9DRvHnwY2WBUQxbV zx3(dsyV)MvMlxbas@z_aojfk%>C-!G*|O#9+iQblgPR7_RDYZ@%r@TF?NDAXi;O*i z66^o!?-=aUqNQ^FTq)K+m6Vrv#9_;uqJH(e8^iVYPeEm2drL#o*wmDfpP#hg)(kT< zc@-5E+mJ3wquOn_t-{S}>#ID)4)nZ3@7}#B9EI2VunYb+15WF^sr$x^`Bjo3#Sro* zhF)k*r12MOLoaF?GRlAA*zx20gl+#l1Z9uR`0?X^RTcNA(Q+Mj)2BP1$!^A!ZTFpz z&KiiNVv#{J^Hqvi-K^iRVdt@9J+U%87Z=x+?@T61_yek|%1THKJd=I_Debv&V+=)# zbfm>zUhw^g58ESIaY|k>q47onp3(EGMlMcva9Ilqp{=8n0XSiMid@Eojq0F59pGs0 z0fXk}?V2@vw)pFB3JZ-jy6q^{-{tS0Vm+?eGJQ{OzRlT6ijtFj$3^z`A4^JniHRjZ zgOcq&gICO&)d>uH2NOa@!+Kr*TlVSGPQLy%`R9GcuH#R1=O(kh!$|YUQrf<6{lcBD zY;bd%%@3y4?((h|z4H_Y2h}rY&$ zpAN*mew4L+KiE{MEH_2nm2!Be?3_2LsT~wcd{WYi+7ZRY6yfc0L`~9;( zHa6Y_lKfl0MmH9V(~kRWIN7NYN1FV5DNXS;g~rE7bO*!24se~9zQ5(h&ov_9#a4ZO zSH-B9gsUd5h(x|mAK7ze0U$nYJd-YN{q4;rVW3B&9X+o@zF)P2S%Np9oDjdFbrdT=rJq@@{NiH%k0-P>k* zN2luPp8#8PU%k3d&FMztM+cHv>}09*B>@MdwTx@tbS<7{YpW=G`|{rD-|JRA$jZ9^ z=FQ0(v$OhcZSUN&14`t_qpNnF{k?`}d^|4ieTlc>k>{aJ7q2ZhjYD=g}v3bZ$vl z5LyzJRCHlZ(4PqkBT0q(olSKW)|i!D;>cXK|MJSvv)UI&Her>6JJb}$&sP12S3eYh zb=i0Ww@>ZRR#}>uw8P@(6zjAq>RKp|%(22{PFIW!&D1(}*ml^;k28}`>@ZSQiq8#}CJFmHAb_ikEQS=r~ZvdkylwJuGV(70Y9 z|L3D;&om({x^?p3RF;~2#Ru4ZP=turl`FLgPDsx z>EnWe6KAbHw$6KT{rYvNwWDx-k6*kvWTLLH*F>F?VZ~Ahk00;VBD4nH58uKTJvNy?dTj)7333e;RBo zlVb|t6)VObrKkI1&oGO2bJ@}a{Nh=SIAjZC2C~UBLBYZ04+DEMu{V=TdVS?nWeVE} zGK;0TxdMAEx|`<@i7`HqqIMDUOEjPa&o!Yli<%mP#F>t%#@C=P_zm6E1_mpV| zfi{hU04QvdnVD%~^`H3$Rxa^SOmA0^D)5*y0V5scZ#tI-RJeAuaL*Fi2W zF2B(TtcH!xk-eJw=<(xoz~P4htc__DmOD5YjS2}u_E1hQ`T5&7Qxoe!Z$J$rnIlY0 zNKmu1w1mKJgDsQAiWLJbcRX{xH0H1w!6RHpiL>h~nZ{i&M@SK$>X{EXSN16BI=of&Oq!Nm|8a%hl* zHdHL@Goum?2zZo{u_GrZXEmr7O#f^^4z<30`?9329lXYVlGNn6bLRq9O=ly6SnBr* zQ&_QD@j_hOJnpvUph1Ir{jdugH)q5N-ME;7SDs#8=6svVySxv6^%|ZH=3?`vO`E21 zY*zWJd4`d+e_>3B&EhZc)Tv0UyBqu-WE5>BJl|)IIPr=S{L#yohx5lC+VW;_Rcv|u&5#674N?t~#|EC40i)0phL2>qhCcM-bwKQUr>q=+s9Y*P8V^X`0 zUY+Yp=P-@V^*mF@STU;ZFZ~Mc%$}FYo&0x->j3byIN5VD7}RoC*LfxnCZrX_E}Y(W zhc6L$I$!Z3an^|40lj@xD1iFZ1(P)Y+JuPv%=wma~=nG(J2cYS05rDJm+e`#G3Bd1_p{7o107 zC&V$1&aw=uEA@__63v6F|-1FwsM?k^3C)#AlhZ)DBjDC{sY;<{@_XpNkFd(m8C zgZOZ~%X3h7Ae4PY)BvwEHnDar2Y&g=tr9Qr$B!TERi85|6^ zA3S78n=H40y?ebbZ{q716BXTRK27yTkdiZ0MgpKC;qVd=PM$tJg?u372IH0bX*)>t z_gfCIi<50Ge?(2T)Y&=vr#D8_n=Pb#&wj<=$r0c_x1b=4dk%)nzU8v`hKrXjl@hXS zZ>?9O&Vs2c{6kzq3!lJjKm2QV;D|T4TnG0X5cj3_xvI74oH_os!!iMbDt?9In3n;i z6v*2J4C#0L`0@1~9$Cb^8p^F(w{K^>eXE2uTzaxsZOON9a$MQ9EGK#W1<&5N_=JQE z%-JMXUQ0cdB9Zo4+ZN-nD5luGru0MKq00dOvjN&|;-g4pd+C!bS@h_QAN= z{qO?34L(tq4<0-?odEx_tZX+|{d`13Tgq1d^XCUp=7=qU*qwD#$y%E3+veNy_*=Jb zWgf`}>B=Z9Je71Bn!K0DQ1fdq9pL0PLZ|Tcg4k}#$T?fUJ6*hZF{xW=(JePAegx`{ zTMX_}yYGeVyNA=Y%X`|6463^qG@5|R(gcHhxGOw5I?Ouzd)Z04?^Px*(k@PB;jF&IF5v!Ii-d~r&CNPI(%XXp% zD52sYvS#s)E^l5YXXRz6Z(uO0Dwzfw_eE?CemS@wK6x^L&@yFkj|dbQ>^1Djw(i=O zTYLXr;}SJn(Qi6sBy`Ju4m19Edxl&fEq}tJARr*Xh%1*sXAh*@we1cG4A!GZk0g={ zk&zki-u01|mJZTBIVe6<&$-v8O`C*!SA8n&IGP9PoIe8x50(LwXlLe=SVB7!)OUO@ zx)7@7>Bh!wyRY(WZq(7=e;V68$dRp?lnF27YW-ZT(oBLQkWpq_mV_T*+du zMRAL6TYOIiv1UtIdTy>f?C7JXPp1+&m#$g!IPX2ZgR7I%J`{wTzjLeP_nPqDIv|9R z-MV!vbs*Jsl-KDtaliLS`^b47dsLVl=2`8s5{(u`{bZgUeM9xv7X#*xW1Q>ILz8|sR%ZP-XjF6sxG#>>NlijKzpUTe^5gE$Q4sV%J3+HM4whcpN$ z+l_8Liz|yBKVk+Hmki_n#b|;9b8=xK)4U?(P{p6PA#3vu%HW3Q8HBi{mg)->8X$Mvm+% zT5rMAijedB_iy>YhdBqu)=JKJg1qr0`j(+ zfu2&(95t$&MRbobW5yiJ{%>_r@;H>d3Mwi=+>gZii^`KMY?}VYZ96tE?8J#Zy!j+& z_Z?lcqO(1Z)57saOZm*-`c7C^oZ5MRX)f9teSLigl*VsTwvGixmEK>vo^^_2dWjzV z@#DQpMF{3Hy;J|@9c$&(a@=&i(>u7QzaGQhm&r<3lDE z78XVjfkh~tZHQ=qZHOxR>m^3kO045)kB$6{nKRo|$NZp?Xg6TMfHBjgtancZM%YyO zx-*3*Cv#=y#hXKF;dt-m=lA4M5weWW9qhX-mQV_p6IHO$>i!D7#?o^JbIGp!V&i%9 zx)PB(RL4vd_ldwRN^T&Qr7kYPuvBfM3_L#-ctH|HH{7-EEKT_BRGb5}D)S)HZ6l3t8Tao?u@dl2vX^dKDJiuR*&&IlX8C1+5jqI+-rx1;iUqT? z-u?W_s4Cmo$xlnNW2t)Zo!@-CEyn#?1f;xS5VN~z`)?-s1=>~c$o79a|g*C9SCloEzP$VoFa%| zoZX4OuB`;K=PBRwT3mWv;wE$NL=b*^^UA`TU3gPmyG)SfYIwCzxXv%j)U%edw6jx6 z{ae3KPDNiH0hXFDe_nav)7X0uqLXo97!+q>&mKo8b@ueCBDm~@4}WXpmo5}+QsfGtm}M;HaoT-_?L%@Z zSs6e{;Lgkb){>FQNKVO1jgBp4GuiR#U%!?YFww0IGC-0OX&6_f^fTi&IygHAvaike zLupyr#pC;@m6G{&;?78m5B$EW*v*yye33f#_QK>|N8YyF>bN=nTB#^`D4F-`5F z2OSKj=C{%!d@W2Gs=J}K^c`_|_d{dyiNyJ%0O?e)94X7H8bJJ!yNhK0SiN z>eT_%74fUQG4n3b-{1Fhb$LToaaY=YU@j@6V>O;^>d+oLcGa{2+lx%+&fT4mprbqM zXCrD7wL>%Hu|Ce!`E}!#SFI)k9==42#LW#CCpCFIk8RZum=QlLuHkR<1l!*8tmjbv zuPCxqKP1C;3q{(tcWc28l&H%{yg4%4|9jF?u}`0Ce#88YcTizp|i6dh_PZ z?D3X&KFw#{Wul(J|Juf?@1)T29^$a``Yp#lDvVz$#coHnBac<(WlG4nFfZ}NO`EY; z-s$TrSvkY&uSe$=#p;dPhMHoHJfP$PEMVot@aT>(I^Bcm5ZPv)2?mO z@AkeZA%SG~#QMR}^Okh?rMmPzprlLxKH8!3Ag)geT-mQ5?v5>0=KBsJ+`YiJh9v{n zt|Q~OrB4>e5(Gz%#rDCaC;H2N$qA7PG0jZANxSW1)BknJhh3Szkr_Unl6S;he6_ov zL-n9}p%MxG><)fQe8-5Z+QY(~YKI-0r4+3uVR86`*)A^9LY&I^u`dlM(-UvvEomN^80phOI|0tHV zcFeANh)=fM?M3_9QA5e$2v=vDxV+=HZ{HlK?2?BdQ!4rRu?>h=Qup&{GBBi)!*yDc zH!l((mnU=i6-|lGNIYAI%^%Uc^LW=jPoF>EbNluL9JNh3v(w&l-Xl}Pq zDrSros|vDcY_wUP1(H`VGxzb$^Bxb)tb11&oNE{J`yf3A^@$GpE|R*z+-*Fo@HmtGNPD41+pGiR1fz5AiIdUZ}FtiJ>AV^&%I-(aa@dVvcZv3|f&V1wV-=qA7 z6?dT_=|Wh(@piVU>8`M_{$Lq-L3h9lcKi8B>8kuJuPRRKN`ao-+VV#dQ{fJ-C*R5c zO_FnOUmM36)22yZPfE(45bufDd7uBqpXc_t`rXOYeySO}Qj~z)XIh8YBUi&mN29Io$+%5Gj8EWBwhg>^|Oh|OL{aT3# zfi7H@wpR|G0-)2Fi;X?DuBP1mt!Yx$E=_=mPTM}$jS>hxhKDC_HryRu)O^frc*Ac8 zP*ZI^y%qg#yGO=S@Y5E-P&~@i36J@}ZYh=ByLU?#ckD6b*sL4dt?SzLl4++n$-8mk zf5*~1AP%+Jhj(88q=CB@9kl3_zklxxO~F+d)8X>**)H1-xOx!W{mz|JgIm0~*kRd%f!37SWlgA_B93Zux zac-e+>mUcfpbNw|vt`TF-xd}gwurtU&^)#l8X?~spsTCPO8XTiPaA!V-K|I2MOw_9 z6?s^HzvG6xF~wiY%BInVo7Uf$^f}3M&a>vaM9YDnx1If*FsZts;Sw6g!{Ehd$8FqA zEZZ9}SYQ7nu*@8C_Ic`lGlT#F@q(~2rGUGVLVQ8eaAlfjSKrSY#?6eh&|L9!b~w8R zcLCMe_Co_05HNV)K!1|WquktsJickD5W}$*JP1-uC&^yOA@;Y{?;whtT&^bpDi!PG zSvBAqT>R)n-z8&X>gq?xH%9c@(29Balc!JrZGK9$u&!Q%1?HmN6tBAPamohb{E#dK6qxI8^|B9MT*`7tY91)ZH995oQRh~n*kf)S3+ zP?bl++g8wzRQGm^p|hedT-b#Ip`2JE05=3&0=7c|6G_2!2#yoH{uLeW5NhsqMahqU z?=?~lM|vP^FW=s(xj4#l;OH;!+JzMxc9)2h3_mo60Ml>44UbKmG|rjLAUzIJx5#d- zbnoDc%;Miir_UAishi4l?nQ*CLIAOhI9(l1YrjQGb;5Oe~0d$#WqZ`{zFK7Beu=za<*6?gfd%U7<1ZkV{Nz-z-_WGMpA z21VpZi(dtljPU>7&*ul`(Jx*EG&*dm>F82A$Fa9nz@esMXXPxf)ys>E<>;(gsXmTX z4&p1$)aV9QzP#?wmcBspFTvc)AMEY^i-NhEg4hQgjZ#lTUZ$eQkwY^yK7ai>gAV2* zf{#~-)$@M-{PtECD#c>?# zXLFuDeSH7EA1T`iu~j%dju}NcbOXIeDN7*y0s@kTHm41inOEPrr(2(V*M{oqaM+Z8 z#0XH>t1i}NgpjWNCutB9IJ+?kAFACW3&WfjTxw>c0=AOV(byq^np;6a|eGYbeZ@ zE>*L?y6VT>?5rrMhx0{X8(;G;n+w${sM?OY3^L%3tVi33X z?aJL_7g6{EWDk_^Pai|>P=tJ?%dlcXsy?=EGWS!g7vjA}9bd&NVRnaTh*`qupp?hq zJU45XDGv=V1DQjP>;2}*I(zT7h+cl=NX*BIIo+2#IccF6ICT1SA0cueTA=sd=vwzZ zS?%82w;{yMw--~vcQ}{E$i4>hg&|5U}L)WBe$PM+;2`Wt6d?2h^^9e3fvg~B=@h@XUdfH9}E=$#|G zlYJ7eU)O+cK+fj4yC+Q)-lUpbav?3;8}OzrpXwmc+?z&vc`*1Og56A>fXT0z=Rf;| zoEW(zaqFvBuY|x0(c_%nBNmB$X9-oNrluMZTBQ#?inmRtjpsh$6M7N}tBGhpg+>GD z+S+B~fNpzbB-ZoiLoP)wcw19EtVbtjmTSMI+M${=rL#RxAU_1u{m!)T-Md%xeQe+G zBOeL60ZG>Y_S=u31XM7$_S&E_o#G)v@QKKerXkur2k4&*2ESS`QmmiYEVc{JAnX{Q z3r9Ye3x+pj(xg!C6D^nXuqD)4g7|v!__11qP3iHtxRJ+>9?gYS3J8eeeF9rg=MZZ~ z*zCSRG+=~U0eE!w@NF*Z*RK!f*uH|`;Nb?$J)=Jv?BR1|ls zwV{EYO`;bi-3v4cEF<1e7de#=OI!7zhdI|JK0o`qjs(QW6_70iCWgqdJDSI%lUkcMqEeG)7t#(v z*|&K48PSJ&d3qiMryD=`W93};XQgqqt>mCLTlcn{Ep1$~w;;<4dJUDsIo8OJ(R5z3 zMzCcJe#>XMt@TD`EartQIC5){5JG_)i(7+>!|!ytyk-J0k`l{Ag)lMidwl-;@;8em8YCNOV1}I>2ZS0u_i4nVkF^A z-_Xm?bO8vh7A?vt3_}zE5)=@e;Cd}9{^rd~e4J59hLd6eMwo-%#W|h|D7&2NVdA=O zHb~ibUC-)UIGb@=7fwALFhJ0P{4Gu^*Owc1f1t0=o|_xsX%y8Wql zS(LUtrO*|ohmDB6yK$NT()qGE1D?XG8e znnWe*BOS*uA0z8wX>^hZU=>^U8J|lh7^?N?q@*)c;>~EN_NY-iY02c|3l-nY;VoJ@C>w(5AgDyA-9r?W%FBEV{GNQj^GG!+m25=yAWC8yFeMsHb zXaD~Fj6dEe+&ENAOTJ&f{Y0^N`LribW?cagrQYFzty~%bsfVy%YW7xmcm6p&jg)7; z=8{zJj{8fiQM$)(^~x_`UT7IH?WCd4B=KaZUW^A+`W3vJXgDU-Wya&XLHty?eiIa- zc*Fqu9~VC8!C8@mhYoc#X`b*UT#J58hhf#%(^(;w?zSjNyA?0fw!9KbUdiIRa%kX_ zr%ojvd`QI%MWU*&uLxr4f9cX7sHI$5ud!N-ML)9oZQ?-L@mGf=4+Mh+%FjY$^n&J; zW)n3N>pU+k-sjjlFuBO1=+{k)=m+>5I5;@?qG4JF`ypgqsi~7_&y~g*n)MvRD#z79 z{SEt(uQKSnYd$~jE*KL&76G>INuMP*0rvj=%2Fv`G|cxhGk5!cuc_NYr_8eg0c{%< z(M_gv=c(XiZ_ZeTc^yu}gfRY;t-n@_OeZdSgHp`<_+-Vyyy3eIb-&--aOs15s_i*5 znE?aNJ8e8=5p4opv2^+JU5I<)YlLToprE*cDGwqV4MJ(~IOX}qaRpcGq#@wl}WE!wMs8yU8wDEqS-LRq+=PCX{{mq zR9dZuZ1p#8gQ@}ju;1`*P3>2#T|11bu9^;_ZPbF%tDT*7r*uy{Nh(UGwhfu}Bw}iy zVE<@s;SG+uov3L*lj=a_tq&J`Ht>Ll%OShsIUUSa=<9F!HJE%74?3Dah=Biskl$Mk2(E-7(Xlo@Ype|eT~t~c0nlO)WkskJ+R(9{fCltI5on~D(MQCP*tc4(kmBw_x}A|D0NfD z?$bzKlVknY-fyfUjH0|uyIUSrp@oZnBDmM}+eiUG&8M@qe(jhswcB1ke%uk9a=BwO zK}EGkCx!m~yOvn@FQ#0+U@-(ZM@AB)yEn|$v&{jhT=a=*+S>90+g^G7N_5x$6FlXi zwM_ROO zGdA|3?ofc<&R~z=PWV!oUT!n9lR*<3-2YnjZ7DJjr!@jTM42+Fv zE?@qHf>=ORTpfQ}?{hw_EkSD&SsQ^^(vRE&;;@@nTZ$MZDA`QwSmF^+Yls z17**9W~ru~H*%RZ6-A6wL-UCX-*#xZ_v_QAPnpjBG{>T3FQ*H9qp&@}!JUs7*;tQd zQ{a7sLnWo9e0M1*C^g)`zkf~|)12R~(5HP%!JI5k4v;F^CCk!_r2q_9nz#N>6FPw! zBr=RrZuuy?lwO|A8~MuZ`B+T+n!C6WW>ESDQH;yU7Wta1GG;e`y7EmptPu#^Ir2srfuIoi3+Lp+V_a7t|NyI zor34acvH@fqW*eS?l8{=XeMvMM?ly%JQo>%V~T*o!JVNqc2K1Y%v1C0L8xPB_kKj5 zoq>U}B#D#8D-f#Rt(sGk<<%l@nxBn_krcQylu|%Y&;w4W4r=JHU%xuAFV`t_Gfl=c zrb_e5^sMt%C>E47oWFWsy=4J_EPr(mWs3^b?_^$0FQ9rHgwK7tfw2jSpa^XvNIM#p9)f<9TM{`X~g z%fT!PQ7LITBSdLrz94kUCc~Gh8yfa!2;RKA!lznmoAG(q%{#ZO6Xa&|K+n^i-xIK7 zl;$Gae8I@ANCPA^V!|{ko&;7qa^B7X2h)=6;&v|d{b`%FeIn2y10F#%8jP=tt)Wvm zk{mY#al26(oSER&4VW1SxxGYBs!P=z7T%AO)SX^*b#Y23y44#|^Z#Dt?=fB4nJQf9 zv(UfRz3%g#;`Pj=ZOTjuWbtkVnv6~Wp;buq>%Si?>Y3fWa^h&po;}lJE$Y2*&D-|V z@PBdxc=$F^h1V&N`!d{sPHUCyZn}{4jEpuQD-x$JZBTPXZ%)zl`xI9Gz24*Ffuc?C zlfAk_|WAfv(`;2UTy4cz^P{@B2b=qQT7`qnqnJ@u1 z*15zwMC;hBH}Bp#!c3YC?tv=D-$Z>f(hNZ*a}pV)P@W?1Db>sH*(x|gO-*UhU5p;R zTzW?M6G?i3B`c zw)yAtn;}pj={(J(6UgH3gYSA(fUh|)nV*}VKb1E8q(?2lSxHHWpdBS~We3Qw4q((y zp-)}!ktOJM^FF^X7KC#IG26*yj#S>(oY^yHW16$(H}jNE>7HO5@QT&DV%x^DxnJe|PC zVwvtqO_kil9lR#wI-I)&-?wbuJZ4f$qvM-5Z;<>?LF~^a)nO`s8&q|5yTjGoqdpci z?9EQ&^TOBVeYU=hpoNFd-^}1K!PyF_9it%BDUXZ~H++BBp~U*{AWco<5ht#>*Aw?> zsk#U`K9s5$co2u4C!Im-K^$0BRhAV4ZV@%)P{Ek7HBH;=rhI6t zOYyz#+6Dm8R$41Ge#B__bN?=gH4M)-d`_FwQxF6257@f2>DaEV5FC#iKi-mljCE8e z+qP}1*zppOn}WiC;4hD_IS<&nz3Jyb?4)v0n*9@KD=W{UM^~jdKOP3Oe3+RNHkR&0 z!-Yz8FOo+lZ}z1&mGu#lW&xnm$0N4EXG2Fp0kn&c6$$V6icaJ!RfWcp$B&*o*~ja& zv#X(+7!YDQjazSGbuA*hl7>=4JpwZYe=^f7z|8ZMq5@rj@XzEQLG=01GrPYj(U6w@@kRQy6UbjVcmJOMCaD_L%q z&`COZ#2GHpJYr5zep~GNM5>{8bnD+E;b2&#&tJ_=8wFgxKYsKm04Xv8eX%fDXtwu$Nbcyp zkiKc4dISx7jQxr1{{%n4Zt;%g6%~m!7d64t=P#VD0f)sH{8!vG#1sp*G#7b!2Z>IP zmyfD=9owh-m>2SPHan`)np+E!q~VY+h~O)9PB17J;HH^blt2-5%W~V)((LscCy6LD zknF{tv*Gp`aX9nxjskSd7~CVVrj?+dcWu=?I3-mk2T|<`nnIjEGKd(cP*PMp2o%@8 zLkCM*h1+-T95zu`LqBncK{Oov4)55}#<@fD&FWdZlJa$1Ps3GmC|(d+^N$X1L(SDY zc5%v`XZ80Q)bi^+sRzZA1;`H;bl#OKK~No!K^cWUp1^OKGvmBmR7UacwCoKRGkiJ_ z1a6^a5j&?d)gFeai|L>E>(@;Xs3c&t6ogYIf)l2p_Q`FEbYa32Bj?%wrrU z9H{W1(As*spV~s7{uQ;tr^mmKzM}r7CgG4J0LP+eJjc;|L)q_B|LbRiXM3?APH5I- zJKH1Qr#9vSVz{8tr%xanE7XiCH*VZmogdS)bV%EnMW0|9WpARwp3WFz$$$Sn{H?R( zIYsVH@J&<`nJ>wf_ox_&1XG|{P-xiQTD5K517e|&{FV7D;!jVh1Vkl_nd`Rf)~dMw zw|+_cktP{ivw=P+tD2jeZD$NIl$L||Co`@zc_QWuuU;L&OzvI*LQ+2KZ~Hx33Et)D0pOBp3t8BIAx4Fo3rFEW^&I0N^Xy%yN}6|5H(~X;YuDd4WD_A#6?*y-Yo8IQ z)8W9*UAmN2_K?_n9)1{E>omaud)}*+$@l-gF9@BM=&S2Ky?GUGzyt;rk{@Yi)Vgu0 zaUI&VONYkxdIQ&?f{ujA5uTAZ*FuGpad6`|G-t6%ht?BvBu{C1rI=v(QE#%+UJJ%smX~q(vr1E77?C; zCTGwe?}s4$2z)%5=C99D)Lx3WhgLh)965em8W_1<`}X-Kmq4Q(&86rr`SGI*Hw=zz zDUN*1#w!USBl_>JGgH7N}|7^ol4kXz0zg_dT z5^C40WChtz*wKRjL*CDR;7t2VofcUocjTc6NTl>*bmuB{oBVerVK>S>Kji)fu0p`7 zYG9xYlYeM*T4xSPFePckl`C@S1Cn0f)OvnG+I0_m^T2yDoga?;;pNx(PqO3Gf9U)x zz66j`m3A>Rg!F=NAqV)#U$kAgPz)U8j|s1{c6*ig#jq<{N18Z4+hOzHeI0simKZYu zC<;2=C2H=2znWe8%&~914H-I}db{j-*a1#~Do$~8+6-4!mGBqW+GjMpAa-5$?@LCz zhr*OP)Tz#!lnZnd4wmio|JN+NR-n7&AuVs)x7k2+)u3fU&f}}4)q&I2v!_4#xa6L{ ztl|VuZ5S}Rrm|;e7gp(|zdO9BpnXdbW#IDV%fs>MaO@E`2zqlbZObQ^xqyB9P|Eqw z(74BL#^*EYo3?zXYT*34F(J6QdW$%8t8*o^*X<=hY;sJGeMJaC2H6S6*@hrzae5U) zTRRXJP8*+Lm_}4VJmQ~}RM)3AyUGPS!H>xPIZZl_nGQTOMUp9o$PUYwx9i_OY|Ea| z7CV=zy2qWWU44-Ww(-+)D{j44PF3tnxV%SnMdKmR174#xCNN(sDwc^coFZlhCu<(j z>9>%NMbcd9`Wf;s6R31x@uL29Yzu+LN2P)tp`vBTz>riXNgx2 z;ST~|tV(-DopYa=d^Pnp_!U_D;Hm)Ex~zNzQlRCON+nNG5L{%O7ZJ1v)T?zXn)ouxC&!(+S8%O&yc zpj12=5|RNO+IKY+Sx?ej&YPSD_t3y2{iV3Nxzrw@p%^?&%7H2xj}x)%{F4X#cU`CuZGWlbC%`&`Mc>X=z;Za+e(4OD}7w;#XE`vViH)fE0?eyO- z`M4wUP@>Hq&AiIuwDOY5DtyqWzMwwM&vx47>eRh;pmANAEKL$Q$zkbv#t_oMxWv4l zo}-@ORhC5n>s~1;I(F*!pQ`XlA8nMI-Ag8#0$Ng#2yl?`T2)XEvfAnocl0C3VaI%d}Z>mD4O~Of`kwIJe?%n-x2Ggtv-&fdW02ung>S%L>DH+rc&!Sw1g~!oCcKHsqJxJH?Vv*shXfLE4nOYX@5S4K42bTSj?4*m8lHT` zp#PYAS$>o-4(Ms#&}xcvfxv`Gh;x zmGOWTafcFp`nEoplf?rS`cdX_Fxn+=ekS^qSog)$K>#-j_lZo46vd z&{eRhWa_uANgiL8njf!}%1YCfx*sodFI`_oZoG`lzLR$k&RV&yuWt60qos$39y>ML z-q2Ea;_Dg$1MwQPKO1$sa6)YFFPoAk_8VsM-FW(%HPMY!5)T~@OwbAT9w-?Y=4ffLk!grVS z62N;4r2bp7dC@ici*qkl=V@h9ulJ@Bj-U$t#95K2Ety{xNG7YnnJ>EPGO+eC+tBUiSML+EA7EIaN~j!!6Pbpo=8@d;O~#jA?S)KCsyL_dVegMC7Bg># z2+$QFkT6nKS69Dk>oq(2iCT;0i>&(FH+mY-s)3YPUY-%qYIPi_K?!eSIVMBIc-jPX zc08eY?D&!9zQrYc#E20#Yi~|Fuf~j~QEaCR*9T6RppvpUZvHXZjva-fg+^=?@^;GP zky|H{UHp-mqgn(D#!#tPBqSW^C1Stkj3;Xh_8Ug_KN( z{DckE(A38d6He-wcey)`Y@QSD-GwS*0>)I}#D26%i?=m@s&vY(-bt3UMG1+v3t{Gi<)iGa#~*9io0gWgB`!ZNk7<(05CnpNC1;{F z*~P6Dew;e&ED#e4oAoY$*PJ?~%<)G(s3Tm5_?n}g@??DZBVGKJgkdwbWms+vY{hvq z;J|?_T%&*{UcwYyj!}$LPO!H5 zPJrrXIJ>F8D~1XO1bPP?W~G4?E)m1wzz)OxU`rN)Hj~55*t|4%(sJHJ>o40Te|Q!Y zKSXL53XjZW+Q=UhowH|5!(3!Q~;^L8u&t=M`ES?7*wjlO6 zN9lsu2f?De(dR|NGz`bfHQQI=P3fD5HMo3Bgq?)iwo6MmoP%8*?6~? zX2p}wzgSfNM|1Gt0K!UltTNCwY98r0XwapF7kwIR#^IX-Z}))I`R&`4?OlL^VesL^ zq!!tlT3wwwMYe)mvx;36Yu_fehvFb~X46hHBi&w=lEk+v_0RrWxAd|64S2hjg|Me7 z4-#2^0)*>j?Uu28)W_1&`>@xDv+grm{=HzDiOIp!r&%GP#&yMe`VP-QbHio!1H>eWm%*+?w-EP$|Iw&Ow)Eq_s#xs z*g`RQ8n5%sU5}AS8L}9uRBOi@q}`yW0uRf`%GyKR6c8P1t1QZtS#Xco1JHUB#_)~q zBY{2ESa~gkEIzE4EIsf*ys7{YcF8;CT1sD;CAod8blKgC&9UOJbqrm&18JoMRHCBY z@%fhrqHq>+c`K`3adC0VUr*~fXHu-NhC-3EgUD|;Vwc0Do7z0fc}quyuq$pQ=?kxg z12o2?HkO$}8a_dXCbkGR;+{y1rae4HjV}B>-9MR}e{t~SN!z%yCo0?7kBGuU{tOzM zZilJus)b^Ti3^8`n1=KK@wQN*~;+VCH z>p!+=E6P!}(vt^`Uzh84*;4w@6Q6=RW~wt^#;T1T-Gf^IkuP+?X@63ZlW7T-5zjG7u&?MX6=V$=33?4QN+X2lJAIjS&g?AYF%6OpXou=WN9N|{yZ^7x3yxz!V83R3mg z4b{{vyR&`q;g(B(^H=qV97>hn9SxRMcg3OOcJj=of-swatNngY?<`C>5@6sB;uzr> zGFmwpSw}eil02_U0i{lFQ8{y0yQ82w4;_vCyGjK_r{4!Ku$1U-B z_(h1>mO(i!172_aZ~O_3nTK13QR9HPFOlmr##F}b<6RIcv-c?Wo#sBIZwkO2-aQejs4in)6(P?;ks+~=2JfH9PbKm#-eZTMb&0>@28KN*`rf+D`&fhgM$gWE2;5}68u^6bmn$C-R=e>J&#!WxB9$G{Vp~HZLRzT(*pV?xXkDRd zq>he9%gQpyyO^w6g1VMgL>nV3X8Xd+c;M51`U>r1R;%t~Q}g$!jg`(F4D*Fr#10bRo79<=42)wJZznY~&oul761LJdvg zdezHDD_EQOG*hFYsUB^0gSM^dqS3{k2Bh^FUT0HiwUYF?y8avq_&`(v#ol<*vG&J9 z)v#vo287dCHMR24-Fxqan|?+KLdZIE?}!wZP`GH2Z;tiMwym3x<&e-A6tdRE+GJGV zrhy|PznMA~)qyAri0`TU_DPw8$SAbgm+NxEn?%|L>5Y)-;&<1t-nx|v^*am2FkQle zKUD(*+gwa!)AaH}=a;q})S(iCVMt9$nKT&B0}dSuT4bO+m1Q&Ix|}8^Cnf!xR4L98 zEF)3^$@m}Z+Li8a9h{H-o|TgGU(L9DM9qq7e=VOD(;=73O$TOYIYd;Owa^vqVp4&J z(ay@CpMidy@PnsM>!_0--LEuvDsN^{#IK~4pQw>B75f)Ly7Md*5|EL1d59Rwrjr;J z9{v%)Q8~Zy2Zy6NjQ)VQVC;ujaIPjSrL72yb3yA-9Bs_Yn3tRD)L&fFk30Et`Zg~p z@#}hwHB~vvLqrFFcRpmufM<@QewBu7!(*Ar$#=s_hR)4$IJ!mKH`Kx${)$Mr>E7m^ zT2lpGZS6Ri{@keS;GtLHNo*K;i@P1yPI-n=^XE8jxa!BT;svAn5e@d=zs3BWzpf&x z7uIZ9qwpq`2`)~145N20 z0mJ{i4Pc*z!wKwu6}-(t5EJDafLv%5-4Yf*wMV(b8nV-hzSlN(?ha|3*!A*f6;rNX zSc_!>|BmUSllIYD@+=c>niPi@Z!Mgfx|7H3+c__l91{8o=o#BSfkM^Q^UK}lXsSZ# ztmO2=4-|f~+PV8d*M_p_sKgU#9^Pd|cD?Bg=g=7xkH=%ixMK68x4K@VCe1x|jHsOs z`=7x$qAMaQvfR$Z#2lVgu6J;eX93o7+X(2#7We?-f&Z->p&!*XGa z>M?S2D-tq`C&R{heW4t%%-{~(*WI{qOhT4g60XjgpSWQs-{j_!N=Y5 zO`UT#pQCjq!Mm$YaqOD8zcw|w7nrR(l^>(pRjFs!VyA5KC`Dvk73ik`BD3nd%p!|* zVaHF}D`=}0aQan0h=lfZj&1V z=ZLtGWi!S~F#I%zP&>83VnEt^Js&7Pd)A1M8=Z_<^fkA`X|G_<-nA?Bnlh&+%g(;e zUlh0(LRqkWk|4=a>>`}zX&=1R)gT$8p|P_*P}j&Ph1)`}>Y4BG6ig#}PcfN-6sW;} zOU-IZ0Ksc8%K@l_d|dzXKTCPE@d$UI_d2-i7Eh9Z%|cbZENw&*3AUb)8+|7v{nNzw zq`ltqw`ccH=v$2f%!opjV3c_ITLr^ll+-7S58I~U**<%=?1D;WkNdoY(2Q!(wC5#;)C924hEDmwqT5|AUELN33 z@WW=~NZDL~MsMeu&St7z)ASqZW^ok7q7AUchlDK1MK~Qnu$JvwrgRAryOAanAANa+ zLVbuxs!WV_C^=SeXN~55y9@F!m<&s+>zm7!JrJ?i6`hg=fnw{xd+BHha@Zbc*)(%W?!{T;E*;{1VkrfUPszV z(&4FGq4ryPKJq;Y!@Rr!-x9HHB29I$^r_O)mB`%X*WDH`W(MyYa7<$rbMB)KPQ35> z=C$ppS~wF|93WqIl9Q-gjjFL>6(%5My6v^*$!W{hIych$T{GlU5N5j@-#+p1i)Gb2_Zi)07AI+_Lh=#(Q`DOi901;D+meN#Tf!t7}n z)LVW}=<3c;TqFxAn=RA~1iAF7ISzG}Q|!*JPHkETa%%9C)%)}?#D{ZcF!-@qUd zu8NRC&%&d?4LUFK`DJwt9tV7MP_bI>-GSxTHXf?kQ`Ehp*mEfs5ZtRPRDxjoF_1V2 z?x{8~6~i-SSAF1Hee)qw8Rw-dEfXj>{B1oPF)=r~Z8Gj@G`O}5^ty8hi z;1-&ssOd){5fQF2j*iz&P1eq=%ZYk!oo=NO0fR3Vn}tsZ_$qS*2KL0*ulw3lVHSVa zDz}ks=uCNkHX|pA#a0sWG9u&xiA%!Ajza~Tx8zaUlXJG2A=wc*25qEc<{N&@$gt%x z(ZCz8qImA%qQAei?41=h>JnPS#|FZu{J4eBtmm*_2$Xmuc{_eWYAV|0uzo0Dyu5#P zyP{2b(nfosoz26CARA$ag-8eTPf%h4W>1?Y9TO}Q>4LmHqjLQZ z+u1MnwuLO^I!$442kwpn5#c0&s`@i`nQrxnR*p=ZHeJS{>vFhqokUNKxBGPtF2mi7lODj0@W>WkyiH`vQjvKPo-dtaL zbI=SD_p{JOiHo;)Om(B`xpmqfUYb(9HEY&vj*00bQ?Zs!LI~m(iM}}LX%)N<)eLZr z_f<$4SckUXEXLDd((-wi8gSOqXLuO;D!Hld zC951XkA3^cjd}}#tSsv`cnzNti?TfftobFgz5K`fC`XqMy^6=Ip_TRmHYk@ICs%SEUM%3wbhvSDMTWKp|*wb6K^%vuf+q%yOw zti&WgxTnolrhC^GDl$Ap!TQ4&I-<4Ua6J>Q+tjwBTcZ;$%_-)0H3ax7JLJ=%0TGqHmTASJ3J($4el?lNclG+pT%yQ}+Tj{~$U zsFG~~Y;t=a%Mgj!yeb;fWXrw(`#gi5Tra{K{b>a!mJ`j?GrUMl*T9Yp{3EYUi9eu6 z`YRV#SE{J?;RT|?O|9NRi;PEV5pv;fyh8-7_WdxDC&L~tL`kQx&)l78p1JVq(zM5P zJgksTBl}tbt>IDdyJE5gQ_>yuGElLHZq@-8y+7+W*?fcr1Ut~Gkc-SMH{lQF?*1(< zJd2l6_!w^7SiHB}r7u6N=*)*B)s;5Y&{Y&`r&rAVCyy(>f9p`!=@0ZeqJkv+NEbL* JpRn@V_Fsq;R8If^ diff --git a/images/arc_distance_zoom_5x_best.png b/images/arc_distance_zoom_5x_best.png index e257cb52966b5ce883c20208d419ef0b0f8ab364..6fbc02449e6139b4814e2a79d8f540c9732cd0b5 100644 GIT binary patch literal 51944 zcmeFa2UM2XnkGuArDcLLpaKFVf=X79Bm$PANKllVQ4o-vLCFRLk)Wucf}kXkoO3Ek zN{}2SC`e9%nQyH7xuUJ`#x!Z{qV|ViJjYMw^2|~ z?3BDHE=NJJDT#t&gUWB4@e`|lMq2#OChN133culx({DFC@$an`7gen(D5$QJ|9*)U zduK>N@dt&Z_@4^5f=4@VYbZ9Yu1(GfRee0B!{!zJ)#Tgbe$U7KSByRz3Z9v3|9&pj z>{aL9E9{qe`4aUzH^^9D%zdJF_0>kfXZ=?K&P53-yxRCC%B^^H<=aFsce(YIBXnFtd8cl99l?gZa-3de8(@i7W}zfq0#=2zfvfl+pzr~KlRzP@9)0_({APX z`)`7LyH)=Fn}rcGZj=1^+IaEW-`_5J|DW` za^y&b3BU1JdpdugeyVC+U0vkfrm>0Tg`Y91sZpnFhZWl2cGP*%cDo8(zkWSNDPGOc z$E4TAiLtGXOpL41! zgYlavM=ezfqD7)i6bhN-1VPlx6j1;hlVC@-E-s^8=KUnAb!p< zi{J}iGEAE?Ox1IzaIu|>*QDxZT(}bKI$E?{o%6qSoYd0NqCI63UFJ(4%c-6beKq_- zB>irRuapv)D{h5vU-21h%_Tp$-nxAIoodRBhrWzr3BPRI{LJpyhjr*s^rf!t2-=>Wl9Slq$r~IWw}q`CafkU<>fFt`hK`6w(`pt_0`o? zqo$bW{WYNzN%?xLwF^H7_{=&4n_?8DLqbCME5|4qMdPj)KVW5II@{INwQburxm5k? zlh;4oAMyQ}J5eBC?n~b{GQ#fa>Y8retwkqb#*vaA9(nnlY-scRWUpeOi}S+LQe{nz z?6+^<9KJu1NYks_CmA?*Fh(mshnba+uSx&Cijh%FMCH=C>R=)H*TVKnICe z|FO9E+@V8MH^BgzfveS{uh&lh2Xi-nzAJvbX$E z=ez3%q%K`jEPk-FZ)_|+cRWYhPh|FmFN4T%(#of&NBJD4Z#KP`mmpvH?YAqrc4N~` z%Gzz|oX3vUdeiVWMqfQl<}JA%+{*NiVk+alis$}ZYr#nzzvNjR)G&SdUQcMeJ>6LE zz=LW_cd=04*`kzSUOqlWZReTiYMEx7+S=N`ZrQ>vDyo&8o$Vii89Mma7Dk0@*WNfe zJ2%Cv3(yN%eC6)mFRg*;-t@tJ`}4p+lau{+$A*LpoL!HM>$H z?knAC!D{D$<7aa1Cz`V?dk-?SgiBDFcIBy(S>VSYqEO&;Te7~tI;iRGxh;AI2JBc& z`3^JnZK(z`y?$bBtgMpU`O|U_bu|iI@^SI+Fm}-rehk~Fs9Kui)yZNjEh*W1TjLvx z^n>fsy5+v@N!RbGrQLk%OD|l})THP^NnekJ&=hrvj?bv^B8p5!b#>G9Py;m$&3g|< zm)3R(3^|MB(aXWLyfvr8131-V&UsL7qoiy$FI6Tk2k${;-|<7&mu~nO%+WL|*vOP$xMvGqd6L^jIb)CY$NO ztK_Cr4QiAoy7J>qyB#M)cGB>OqacuvU_yt9IL;0huB{~E0-}8A1Y)F~v$f>4419jw zkYhVSMs;Cfp{-FdR_W5ihY#(__wL<$bGY$+MNN(JOCG(rKI{Ifx~HzVN!Wk#CgpB5GtrmsX@3TjNy6n-saeW5eQRv!PQTMt~W4ibCa9)O9sG$9^JVaPVg2yLTf#0$sJqy5)`O#>%B-Wy5bh80z=Po_=dP z(rmc8yl~30=Y9aUwoCQW)mE(FxR<;JxH|cmD{t?%rx}L-_+gQ2C*m+&+aN0zzqULe zwm4U~7BBhqh@}7L5Rq6>=fy#k{Y8wYLV`xNPUsRjTcEbfdkKcy;$*5^xbVRL>C<$F z86)SP)dKv^n2Kjm5}WR9+|r0gYdhYdYVbL@?p>%$3?97E=U}15aQw7p}SRnY3Qnx^=6Rl$4x`%8SiZ3??F7btzJh zii*y#Ff$)xVL88r@?a8;7+Mg&=_56r`A^586!lo8we<8Mj@(|9&l4%(Y8x70Z=2AtB+yl`D@YF+OdtV}C5zPjs1P zWoOgu+O?|;%Spe%3`Oa|qeqYG@*V9xTC5_QVwLHRJpFWQd9wUbQ`hkwx_C zRgG1ZlmfnukDJXeEzzNXWEieB%FEK=;|F+dc&3lmM@nD7Xz#>8IQ{r*3;)=DPPH2^ zWR8T}jkT9WN(aXE;klB7ZP>8ETQk>AwesiBpFR#V!!-J-ZNKfcI*qe zgjST2i%Uyid;-fE9INm+FQ}=# z(%ey+&+U#$om5h@lfo_N&U({-6`pU<(a|xD5gI~iZe|fzrWJF^s|esUmd`M0;~@(M zW6*Ti@3fA+3|f}d!S2PGk#vI^hIGS*3z|7L$?xfaO^nbUh7e4XeegLv)8ZVQU2SSf@F?Vzc_J@fq|hp9vkY5BvplJ)5D%#zR9 zl?(LMC20lBg8M(ejzx)9Ni1B=Nq6eXyM4-aHSYl>y-_A(TP1fP2O}e+G2PIVbyvP) zCh4nKP;F@w4e$Ka(v2cJbM4uAc^kMM0NT6<9BZEF?CfmHG}oqi@HRm+HwJ~P`P9=- z5v{E%lJ!^>+HuAl+68$>F1?DN7q%O$ddYjrWjRZ9ZP}Vs2&^x%;77~6b8~a|ajHe| z=vCbOT6E_XkDiyDygW5EwXNpTP15P+I;{OJsp{y2EiW$-{0VyY=;k@ z1D27yw|QqmyOw`gc=+>|FW;lGw=wfF3u!3bl>82`+M4j$e_7aR{zp33Reyy{Gfkk8 zmc{(c%uE6U@i>n0@W`R2H=tgT1{Ku%p|}{x*qoK0U+J)fuY!d|lIZ-`dm|2yLc=E~ z1_s_?O~z~HD&f@io%Y?P^xK7mgeU_Y)j}pdzZQ;nR@oi=u@<2h{Kw$0yW!Fm(L8AB%Uy)0ckU|B2*#mkp{Nw*`=1CJO*puNzw5Yyv%Xz0X` zR$#iy1dgLeCH(j9-fdN^lV;L5I_TuD@b;{`&WtX9(9BGWwsA+6r5d0=st$|f)XYp1 zn%4AiY-0Opw+$blw*r<8mu5}`x`{U6ZxSZi4gR2X+YzP6$Vj0)b9aN=)cwN_3!#Vi zb8Dpq^nL&S@dgj|h*pT84Ed)sP`K5LgAG}fzdB_b1MK|%*|WVPDRhs1-M&wyJ4aa~ zVACZ_gN(f%eft~3x-#s(e|(}dN9Gddxe*Y@Vqc(kntnBH^-Ep}UW3mHcp|7G>Txbd zWL~_<%R4>NKjEIgI2CXXI@HvYElQc#6zm$<0ruzUW+=b zq0u!23t2a!;^flYD7B2AbnSBvKB4;n1xzijKtx33`QyiL?%&@;FY2UX+>)RO)&?B> zE-sD(Gc%)P@>I}BHut`On!DkaloUnrB@8OycFm}DdOR;1Qw?NubNGy#pJf%|OVa+R zQ$Gt22D$4!tOeQ~8^$^uw2+PH0mppM)7zVlA$iU!e<9Rq>S6ll($doQ!o!YpA8LZHD70Z-7B86$Kp5Svp%$Z&tASXOigRTv|Y%~qOCNDVP0zL zyy)6ju)H{u=zma5mx98K1$vB|uo4i@jROxf>;DiD(Og@ZaFy=RMv>mTZ(o$G=z=(? zLRxHL$V*jDwX`eoYUycqV`@RnPnih`U78(ZZ>|r)V0#1|4?TTb4(NJnYAPk**Ug)y z{3#C#eoab5H5@8=xM%U32cti+7}8h|`p0c217b^86&_Tpz0wH%JB> z0GrQ&6KBQNmQyvq+`YR&@5YV2BY9X~Pth@oFAe^jnj)oXth-PfSpBMvjm?vllCm(_+DqmQg(b~MkJKksdRF8F{nIXtmcR%sa- zVDop4iP~Z#&L$mM$)w2ni7sCJ^yw4j61m?vM^Sn)mkzUo()B>{HvLsJczU1EK-C!b z?u`IHdM>yM@=o*M>UV=-efA+|*3mEKh0nj=V&oxDC*b!D6yqwgA~Vkb+M9Ci&CzP4 z2_r;hd=?Ut0K9**F6=y|AG^^$_n@F4(d8fK2&o$GE-dV?dKs=?{fd>FTUOY9ypc#J znoE@VOXIml-39qX*8p;jMtyA0FbyK}%67E%DinlLz9m4oAcyI}x2V@Kz<@+1zzL($ z(oSmT-Kxtu8o<0TKR;NoG%gQ10Re@2*RDhR_wNT1xJ38?p?}lUHW*_m=f&wKz&rfr zU2*vBd*wte6lKYWiIY+g2RPz$VLNM3^&IIq1V{0Q9PTN42#i4h`AuUiCFgxp^D%e1Mz(iCX(XV>( z7PI04zN-unTwI;h+tZ_vZltIfucp`#b*X{yD2%~-*-%k7<%D2B{BS}VFTXy8{_S6# z{QmuWGF*$ZW3gtPIRyW-10;#A&gkE0cabrfK1z60MET1KCILA6N#eX)sHr8h=Pbw`>ohx1~hu4oYA$h%!iKp z;K8_J52{$mVn(%Z?m%*R!=@NBh_ftCH^|z8L+@l1?a(*R!m~BR)ez=P%WrZFD-V*3 zrnTw~wDYtZpLWj-)}4EO%GMvH2}CK*{C*y_l$G{20G!uQGU8LSC@7BcL8rD)ni*-K zJ8|N~1!x@KMn;U&%sSgIN=x%9C2E-hLLFvh{S@VlB?F4#)Fev9aQf!ynMU~wc(^<4 z?d`)gvaQOT=Q<7Y&`?_F2kg6@4QxhR>we74@Zmf@gjk?upWMA?58)`7HDyuxpd$b| z@!gD~POY~lOZWQ#kI_=IDI5m`^v3NT0Ndp+nD5!1`xDw_%V2%vqg{LV-gr^1Uu?op zhsWByC@Z$om^D$bv;*z<@bTldgSBt(0j*q*h=^!S=i5>I+xG3es2=@4+P!i%gR<E*<2o3-2z!_69|2PhY`mUneyvFMQ-0u&l#TFUmmfug9sS568@9 zCQ*sb7lD10K@BwC{|>hRnh7>IT5wRa7+BKqG}i9=7=HV9U0huJ0Mt_+D{E`|5cHVN zGPhqgdV5i`(_&s-0P*mKq9DA1m!Q>m&*I+8p`xaFQx)tNddqxvf;JF777clFvi2Mm%|zZ$-^qbcSK0^H z4*&+1L8tP5@#4T?X6BL~KYkp?L%AU?Awfsl$;h0a*y{1cxe4y-{n@bwiJh6j{Z|TcCEIIW#^# zPRpzBO_+V>+Lo*aBAgPqgW;Cc`h_BR121tY5-h%b_?46&2(yb=s8YfQzXk+>v8&g37v?YgF^mKB0nZAyhGT)>hm!JW8Vi< zvM+MRYjt$66ef{S5|NC^ASME#~jZSA*j z-$v4ZHocQ<=X}7prDkgB*s4oaB>nnrQczg%{rmpW2l{u~g)Wiw8^(YCm%GDV+J=t= z*!`Au?s&7?mn|4J%lUEvGwL$hfBEmZ!-*Lw;Y}Tf4j31W-TN2k>XotK7B}H9M2Ty7 zCmU#YfZ|$lON%mO7z`jT#cj=R(>|$c@_V$M0Q~-IZHS2DMIGX3UA~Lo`RMgG0beMf zP{{dirr`RLZT$`{^CdlT`~-LHRyk&iR)|vVBPG0J{pP+#w3htiHZT7VduX?|9|~48 zGfO~c)Na4N_Y=?%dT1nlS$73+EcKo};aCFD;qdHA{lOy9tqjptyu7^F$iyWx%wyBO zU?m))>$0=D&}|`DJx?~A-gxpx?c>7W5}u$$5gIG3N~4CTYVA{gydN+wSPcn z+28j022baQ=mak4e3O%tQkO3`gK>=xUpn%1X5A39=zUUjw}A)`R#R5r6&s|x3c4cc zeP5@(t6?*c{k${ikUr1Lgj2oIKxP8pPe)e!e`jTDYlu_jCENidAouxoYU!&dsOV2A zKv9!_&ZcN)DNe53!T`(e-N4ugXDCHzJ!SD*>r?jUmgt1-Mt6?Y(9k@%{&V0t%Af+w z7tvOwLSJ<`BPojTz=iO>DaMj7q?I`q`hDIStF+S?lL{; z*ti0ITP(EUj_g!m?4z=>vhE%p#^6jqowm0^&}@xSSx^NYgG%GjjkxSfFOL5e1(!t0 z#wM*;6nZEJdY2FHi4#{*NdlQ8qoQEisS{SqqN&AZ$RG6l*|Qrh-DE03s~`>yBq8Ez zU>wuzC$w@iAa(ErRjZ}y`vh>Ph7oWk^OA?yOoc8h(}0aa-V0J-{EALadCaU_T%V8h ze`wL;4;mZK?(2ds$VdpP`!?$Dy}d-8C*Y~R&tMjg3+u^~3d9alP7J}35?q2-77H##cn7&M4Gj%uNdj2yCc5Gy zBAA0#QvCh>pFMjPfqrN^RDYfb>S#`UdKG&)wF@-p_)Q)sCMKq@{AbpM|0NmaFH7$& zP*c;;68WHiLD(5a*Ue~#u=FFw*$j{iPpSbxyAdV}qzz>Pe6jeR1q4I^HAjOx+rf}B z4iH`VzK5VyxESqOmf?g~6Kx3y1(s-G`xuafC=Mwu-Jq%> z3*Vo<5^>BRf}pb2?el;!4r?oOWO<*^EmQfDkZJT-^PgD&wRFhol16o5?l2U%#Kgpm zHQ^o-=@EPx-9XA8bEgrc0=;Swl0q$!H1|kb8gNk;a6N*|*E3znOTipuyk%byFOYsNjtl8W| zJn^=4K-ie^>;Z;LuTDzh9vTVepX#eLhTXzH28M7*lGsuv{>t@z->XFCI&`h8pnutX zE&2swY!laQ7D*JFMd=omMo~HCRF@Tpv95e|SUs7NT9R_1qRx#mitOY^FJHd2E2pI6 zuR4OS5Oan_Go;BjmFNXekIH7Sj)0Y6eb_8c8xmJRf1gUMQam9erriad{VzaSD^a#5 z^5;S>O-cD{ISjG<`s=T4B97$7=5w!Y-uIOm;y4rumC;$$2AFeCKvKfMo<5oIkA(Y) z)@#~#>NS{QIIuz*dP*PBAMwL829`cSEWzW)uK-3rV@AIjO4O{~x$ZB^K?o~egrlLS zuWy6}02?O#((7sFsWgN39KAe< ztE3b-p9xfa%DUg1EV`#p4-Z-GE>%_Gf0d|`99HZgoy{`)0kvqfLPL{#ZIE5^!w(1Q zblHH|*b&7ME{&{fD_#CKQSM)W`zU|UPRQ6#Lr&cBS>^0+9c4!@2S?+q#{>mc@R{1! z!~&z1GN@FbSxrFhUdu#b2gPL?TH7t^LB+^rchLPQr@N5UF-_S<stTO346{zPZBGa!DylALP;q;De8)MIrt<}ni6AyP10jygk^l{4M7o@Q zUg`u?_m4nhQ7484WWE@fMeLlMm+Jd`YGB<(*M&>4BVtL^z_xM81%DPe4A((Krh5G89_4$ zfbap$)Uk7JRSj$Pkh!@zwCzj8do+6{X3}~*S3tPyn6mG^tSmu7P6&X+^m+>mA{wSO znK-i(-HG1bJ4(yTjX_ZaSQyB|KX!>Z>Ff085K;B^LxMKpy*w{v&YPu~@w`;Xcd+fW zt`Tv7vrAeRZfa=gU1)~k9Ly|3K&Zv}UO&<}LH{-UPg;Gym~PT0$E#m;1r-;SdN1VP z$B%y(S)K1C0@5WhC?U-lhm)2);?9V2s3AH4oqR6?Ljn>BU($S_L_l(gBUlnL0tDZy zkOODXl8r`NlPLxEVcE>_>6HBD41P|!0W*Ncbj;Q`Ko`KsORq4|l;Tw0VkNR-bwW6c zCXEegm0U-=aDF~2NE?`Jz(o-duUC*I!L6cyyun2zjA$quYb&@CvIb~94UfXG)Qh^} z)2FLIcaU88aC`9A1LoVwn0>Xo#^d#B{1=UPBrk*uUL4PzNXR)_m)_pj-#d*MQ-?e>R%l9gePinmWc>1kmjjY_w zn>P(Ttkti@X)>0neVR1SDiqVd_Lm`|JjNg29OAER3ib&KqWi>7E`!31XSWKXZyxLa zpfEqQY5gz%o8oTO>1i7&5{`(8X~Wat7(4Fuy{CtXipsB^GQ1V~&JCWIX(${z={5ff z+IN2+w8%XXRE^GD4>d$e_?eC>5@0$yIs`}DzkeT86nAlE>to=1K%OSNxhO; zioK}SaZo_lq{Adrw+d${dhH8_(u|5}oAEWS<8H_IZ$nP0!Ban{Y-dZ_==je;fwcr^ z^1pt7fF7LjD1;q)AuDmX0!?D8lT_6qBI-f>ra6ZOtT#tKx%kKJ_1s}5Bc6!^LkPpv z^b|(r;Hku)0uiAEUIB1#+qtue6cT8VEeV$pbvPm$;&kq_{ZZZ>;c4gApWd_IgR(Y8 zaYVb665%mm)NP zabuCho$z<>*MFF5;iMd54L%01`Z}Wq{{#%6>e~s;}Y`qGwQN zXoajIQ2WQ)6M%l94qZj4BwjZUIvnxAr+)sVpLK=)DKgutOK{A0B*b8zwwDs-{dM-k z4vse@G%y0=pP*b6bjPL)<#E>;gcgi?N**H3q=c#JYLLLf zkOy$UPmV~^p3u2JGY@Zdq#GG6PH5|V=3N@l8%gF0bb-%l-U15q`;Yfaetau_{^SW# zL=G3JM5Z5;-V`CZM>6oKF`_fwQfn7PF5dj~)mKMbE zY~cref}(<~8U(Rs0$}57K7UrK4B+hh_U$bUj$^1-xB?}xT4Y|y{Sn=Y zfQK9Hv@q2UIuRxFG7Rj}81NT{Z+eF7Sb9sE=))H4#`NucVHsCxTGz%{No;>i-_mc9JzWU*?GxsrI&H778opUYXQ89 z5%k_>h}0?3JB!z4LFJUS$@YL4^+4ne3Qp}giP)l~g9pN*18?8d=(zIMr5ji|$< zhF$PJ@D`p{r<$nE;1#Tnjs!+hjWf5vGm9L>a|&cugib16o{#JBj|kLq`1C5zpBYOj ze|2#Lg>Z4gbUBwT94kSs=GK< z$xY8709=v#y{VcXOVAjW@4*2KD^!;Fnjs^g-jn8Cr-_dbKA--6JHnMo*NYXdT)DGG9C`H&lP8~Uq>PU#5T17S?Ad2Pzz{sY zaC~ALMI?cw0nmPik6-IETN%j$aYnxD@h$u|`5ikp+nx1KXh)N=m83H%Z^K(M~C&4BkWtC`y7nVhA%?m~$h*g|w${C8duMLme{=iGnXxW^7fRotmg#Y3x+n zx65Z+^?7-VfGCKHirV$T4S90?K*i_J0nq3WooGVJEA7^#j>pmq>b-jhLE-Q_rFF^! z4XzP)J%bpjEDV-9C`u;2oTn+tm?IoC)a5u~E7%_%7B;%ug-kj#Do|WGrDUD+M5`nm zvd%JKXCgbm?TteGQ|a>M%TKm)NHe<6on(tczM92r2*J!Nm;ld%gX5qhk>+A$YpaMw zIfJo^g?e5(d=$w5l5s5V#`k22v=lk2{|NMi)5g|4RCWJ)iv9-wYB+2AeCSU&~(1++fBbj z<4#$Ltpbu(w)xAUfvC7@m6wAB-{LO_4-dth!1BF7Xe;IuupjX_L4eK>DHiYqV~GF( zYO+b$Up@>qWKe>)NdI<6t~tlnSTe=2p(9;IpHDU553NsfF6nKu0Xf(_a4Jp=i|L^b z79*{wQx=#;6n<(nR3ACqm7lw=(Sb*_nqOGPQZ;rK?nSFUY27aaT5=gzp58X`@ktoJ z8u#TiK#1UuY@2P?{n(@rTi@XMeLB9w!+cvuu6-ie7l4_qY1{7ysgtQn%>wz1d&oDeG82h)*I;+gj^lWSX%yB)0C_$F){~k?;n939)sBC&^(11HLSh1 z7`UUj7CyFJ_0RIsQalK0T0Wy^)m@|)XPV_`9)$LVIK^wt1uS>lsqd06WsZz!U99iB z)VVg_ONF~@qt|WotMt!GZq2cc?L0D2s@EpIikd<>62xbGWN0dC*8Qml?6REU6yc$% z%|q^cNT{VAy1u!yaZftpv?SFA@>u`kgs#c3%R=9N62v5yAhsKHCI{pvbRn$5sgiW& zufP6s7<}t7+D@=9#N8_ZBgM?Be@hz<)hcUVL~HS1U8r$A6)ZFljmHQEY4gM*+AUzj z4G0g7`r6ytrgxRI3s`pN-A*mOG)&5G2Se+|?G_s_>q(}QsN^KwM<74G-iIec)&rhp zJ7&>%{+!mx380A;|a12N}dLI*fCa}*E; zswV&r@XmSun+LeJ4_4Px9nE4?&nB!;xEUlZ5QA_sh#A=sVc3$O`42rq&$Js!cOvbQ z^aaj9fElo<$aL*F!p6af;tWD=Um(5w)~zg;)dd6R*){_b`rF5)q0-~10ci|7KyE@K z07R6>#uCVw1R(%F@tL+OV4>B4bu^_J%Ac2z7y)!5IR&zjfm16l>tlgBQm8l|K_o6N zE(CF-y(bdL0tcql%N(_{;^W6!Buyb0A0eA2%KaEyK)Pngg8`rJ!P8x{~Ls*~d z;n$sX`maruQ~;6whsE`DH|{3E3lI^qf#kfn zcr+Tpw(Z-A+d!0J5`sjDAx)1(lAukD1R8b>qs#oCun!1R6I~kRC1XZe{ug^GXG6y?ZX7-9<*~}5t4l%5Qn}a?1>dR7@ygd^7%mOt)a-kXRt%ikPN}G zz*h-0j36`wPKyFYPV3gUUqLI_5Gf;BpV78dTgXAeG8)KD#*Vjuw66D8f{00MiA4SU z$rc27_fk1|17w{hq6(9c8J<8RP*xL)Tefdkk-DK zh)#e|LbOyPcZKjvJg8L@5`gF%O`f|BAN0Kk7mOr&xC`dPAgM+XasX7}FcP0hjDYps zkwvBzHv}C5g?{WeX-hdzG&mB7$uy9aZ0{Qw82J+4J#6we#R8+x%U#V+&0-tsR}am2mk+NNvQx z(aG*r9i4w8T_Fb-ZCD(2-YjQq2l(Vg1R?Op;wcPV`NKkgOIEkGf1_stGeZ{ztA8H1 zG#sar-1Dj&v+|<}zwq)R1W>a-zq|d+X)aJFUw5OsN26lziHk8tu_pu<`+1%L{UAYL zjA>@nmeR-P$B3x?%=6iOtE+L>%U^Q}38^AV_qWwfu{`#qC}*P+2p4fa2-`CVbyo5x z4ir%Y5MXG8Q<=~vfs)?(8x=Vz#j|Yzzjyrtv6@L)Ss5FJO4RyMys!yC2F7D8o|Hqi zDEbhrm)8#GY}dc?V@`a-2xStIzyx#xI`a1s5XNi>qSZ2b_|z#i80!R&<781-k6q7H z*2jk;p=9?5;i8GcwFHE8+MlaexZqNm{5bJZqOj1@a{_~tGK&7G_-G#|v0p$@7NSZK zMaQ2%aC?V?h3zlH+p+6|AKSbbHjOPvI7fy{HzJS3Xe6}~k^MLn?(TWFzfZjF&>hjexMB{qXZTv2`njNlCKxK`Ft( z!E#=kGq-Jx6F!6Q&~xosMxt!p`C_vSMXhQ^tRbOY9~GnzWM(MV9LPOU#F_ z9S1LYx2EVlBGguD*Egjji_vCX;E9P7U;g{&vf{(bjJV|^4^07mjioJ zN_NxHEd?(A;uiGwM~yTYhR8>on(5ylDM+>ibh#{J-`NW4|x>-2vke5+tdgo zYI$WP9Z!(ZOCl0J!jcZu?cFa5*5y=QIhYau|FcA4q@@MZBJeT`OXlXf)@vU#=%#gf% zIpgIM7RlanzZSqMbGuvXpQJd?6S!`>;a^2faFW-5`oBqF{vS@O{C|DN_m8#K+@Hr{ zV|dMrCL*_asYba~vEAKMvG=CQr-8?UJsrExN7_D2KAaH!*KY@UA4k(ij=7bz(#za) zGdz1%MrVg5!?~he3V)oWrP;e}7c0|midPhumWmYxl+Kij4>PpLczI-fHvO0Sa??ia7&>7$+Dg)`U~DImvpEPOY4Dxs=az!mbXatM23u9I z=DwA}9k{*TbFFFPeyv;AWnLUV1O;gq(gj}FHzqg~@l*#1yId!4{Pqw;(S7KUCMqFI-jW_Iq|ukB=c8fF>x;LRO?3d2QzIC3wR@of!@zkaO) zBk$BWfiIsi-4G|z0sIpVWs58OyT6k<%unxwLOjU4?1wVETB2L^;>2Nesojw3ts|b< z8D!&o6vDq>8~cV`MZZHFC0iO=j2ID~5Etjr$oiqXWZs^}iVg5|-K(>i)dggoZ##>t zgiq>&u=aSZRzn6FfZy0!{)96(yv2Rp%l!iO($3__p%GcNza}|CKIDVwZ+8=-kfqC# zgldL~s?4jCtS+;uq30o^ip_KvAnX~ANNalg11d%a1fA9zNleAf(-XkA43OJ6-4w;} zOw$$RO)8FA0OjK6&zDk;fuAjmG4^?}CwLzA6=eD>*y~+5VlEpjcmko%HTxNis@v4}arp4JWJiHWHP-LT{O z7YvCGj_3pRr3~^`0bL9^!aVyg%?#slsh_s^5&N_s91U>bmn=x;Kw{7D>xY& zKBBQbI6WWps1BBc;8Z+2`K0I?j6tWZJc|SjA4Mhd@c=LYt3^L1MrNl@Xm$FX*jQNwK0=Z5SLW~gTE$W}{djYaa&ZSc8Jdqrc#}l8 z#Kgw-K0F%Y2?@CL@u720bcgV(D~T`eJU>Ae)j=@8g>HE%%MQ!((&TamI+(3KFgnVS z2OHR+^c(qb<|Y-IpOxCHJkT0mtT|&d?Ic)QIcH|aZmQEi&L}7(x0VKDa4Q4Zg|he`UZCvo;&zyoF$1_C^M3 zd0|gKGbA#4&>*|-R@um)v$H?qb{>+pY&U#IoweTaat;?&ydf7rDfIm@eLJ#=^hjNC zoHD_7az~=LQzecSB;ing;G(%`|+$uD)%YmKDqQU0)FJ^H>@%w|0 z;}A#E+G66G7oAzwp@O;m3G#q?*tHj=rYE|^X5j?fgd`C0EDS^xh@1g(y3=U{0#CTE zE|bwEk$-nCV%J>D+;fe(Rk?7nX+F?(A#i@o+?5XO$Vc5Qn*~Z^MuRh6HnF#y-dhY-Y$ z3f&^NUx+%eL7AYP^=Z+7e+u?^9>)Lq9jU1rHQd!iQ`gz=|W~esVC} z&qb#YZ$vnCS!AXW1EEgd27wU6@7k+VfxUPEgEPGXp>RKb`9(>@;+y;avin>2=#+Tw zI$>BJfw$UtJ-vL26~ufgc?I}AopcLn?);PEaG(JjWK3F<4k6@3E4DHuI}+`H1HCCo zy>CGUx=>RJv8M-)q#q(r65=@I;V`@k-~?uq-_B&n5;S1FaZUV)4Yk6o)4@hT%dXo4 zW6kUDV`8c*YVSqnLD=ijqh5b$u1}eW(v*NW=_19MjHxbbOSWl?W48|p5r*2nC*vTj zx4D_Y3?_XYpb5!)#?K;;d_lYfrg%6Q4WpwsC=WNrb|0x)pw8t`&2`X8a^v;!eK)E- zfGto)!ZDD-X)S5-s;T{Z{3cO`_=vjX>3I_%Y8iH+AGXF!rgHAZm%biWIs4*IIK$qq zOPQ|gH4s8$FVaiCo}OsvS86a53b)0|>OODU<_H zxcQ}~KHNp#>$2m(@i%9vukPnKRP}<)R4y2a^mk)vu?`=RuLt^p^%trD-$ z-AY&@WQ{_}87RDCftHmFA7$C9)YB7aX3QcF$hnN5Awgg^q7UY35bRUbUAg;%_Yf{) zdECD65lHk{QhZ7Z55bzH@G|TdZjlFrd05KVqOk`L`4Oy#65u->s6!_pAuhY%fj=Vi z4InTKm2B58OBnSRP_W3`F6z*roI>rpZXX3s4{@E>Sid268uS2^6=4QUjCrK}7|>h2 zJgM|0M5aC-wj50^FY{-S*1_n84!?j@;Rk7!hZJjN4a@VSLqIqG9YK;$6HhDqm;x)C zhG77IgjIe{23Qt04>iO&`yC9Y1y|?G#mY{UAN=VTN?248*YS<)x|dH+mSiE{*aPpl zhI>gEyNmI7F(`;@dkf+U#F|b>OG%N{bHZhL-mina?Im6R#(8mXND=RN|H6?dhW#nn z?-90Q5NvtjG`=(m_5ZxBEq3zN9lk91?LOH9`nHnbwrF`Y2qP@oV9PQZcP{dyH(${P zVUfS8AWn%TUoc~C-n66CgaVW*!C7y^AnBp&p1**BNv@3~$G&m) z-r4i27URfQ{G3QNHr!gF$R{_)wn=)cy8Y?Q$Q*}rk~4%E5} z;&`?&mv4Hkd_MiNYJ&oqNLS`?F{Dwy5VkkV1H72T*iP6mcAq6pzwsz8g+|EgMjo7W z%WA%s`F&@}S#i?OFqjF^ngk(A{O3tMvJ7Of6vNSM{vNJBcyV}ML>uNm$-3-DT8!iw56}J0tY_RQ z*ma>>`i;-+`ED}!|Gl74Q&izLJUsl5(NNX@KUIDp zCFXy&YBKx~Ny`IxMIG71{EFX{78{*?VPj11St7ADODx0liCXz#h{gaE_|3Ps6zl_r zjK3E{u4a?UOqu(Btpj_G$dCn8f|yMh0ZFHZBCuY@%V)7K%H%ZQ(j@oV6!&B?M>l;JX*>Gyl+5JW1|0xO~9SH^UeUsgXtw&3qNHEZ#1{-wPG+fF} zUsob|lZNjA^+~`>*RcA;vXFt8zyYk#svrSw2*fK-oY(mCygcXY0}J+&Qh`wZcz^@B z8Bs!R@ouI+u-d6%l_WNaT6`@6_s+8T_U=>{BoSSJv^uPr#J0N>acM0m8e3uth8R&xffW4V3dQYZOfZ*;itVw@CN zaPt=#dbFqr=)*FwyNT_zHRj#aaQl6DKMNkF6dp|?wPNbwlJ@Ps=XKB+)J!3i_#x>u zQQwUc>{iGJH1I;mT0cGm&2e8e?XVY4kH|^y<-n~00Rb1p#o<|qP9DHkb^U|(9hPsJi2FzbQ+?X3~k>`!E?PomRGkwjH>Go4o7>{G~;%z_LGKByG8TnejIR# zri!A7Ru>LBFo~R3DfSC*Q`lwuCkAo)ztKdu?s_GSRx{{R$7Aj5K)N#`H9 zAUZCtYGMuoc)8@!*L(49l@oZq7#v=S*DZueHJa-~k^6tp_`t+K6r+B5D4cxtJ7du_N_j4BZpM~8S!x>p)PrghQ+9wV& zbY|LeiyI2x)T}>ccF;Qf_w5w3S0K*1dBgJc!*_4i=SrS5ZAz={6aR9PZYA9HZRNbU zI=|V&l=FHogR^l>{N(a!8qyRST4Ou4+_`$K^^8q8ZMNb{8sF5Cnom(wzU%+k!do=Z z`nsl*hCAVQa;+YbC=@jYH&D3A8vMOHUhdj;Vjx|}@=Wf=Fo_X{g|T8sEJzPZZiU<6 zX)n>0iw3HGoLi&4lD_Oxd7#bwhPSAb&7D{rqVwN2EmZ)E+-pG6NRVm`^4L9=^Fks^ z1>F6ublZFEIg&t|-L8oy7;24YG{1>pSGw}<1A5eY?p!QPOiKJ}H0;t!SZ>e@mT!&w z=~ggCeb4;ob5^*Wp2lTJFW{Sf)f3yt#l+E(L&-aKD%dK*Bqxs4;TfI{++!MUI_>2+&E|J`Ah12KKboqii13&${A(Nq_Y+=6rJlJW%PfEfUjox zc00wqM4Wmi7v8_MT@!b=-0#y}vSQxBxN8@8qN~s;{;>mNK^ZmXVz!0yy=g0#*>R_2 zTV8vn`PwI8AeI|$6x-)JAYo{B2(FeLi#^6}!@6r%a!Or=ifRfE6BF%)VwFNm=QzKa zg|P{47qQi>F+X><#DHd&_};P;0^5>NTWfy(W#5l%MJ+7`40m0G{nMN6F@|p|A7<3? zFG{SP4V-+KVbZZ%?-BC5)*$I$pZ=EQR+AqU|Ef%DY?jT2CX`)W*Z3`Q9$WPodI*R+ z6ZP^=DTDdHOr*)G7z3S9r6uu}0L`CYJmwe}imB+eqNngtH`zambo>OCYYR6ka29s+ zTsX+jbb(Pcr$~{Edv3*l2!C`kRiPi_g$*&adX4_;6RN67F&xS-p)qFz$=6>p73pMV z>$cO^ML7qZ4g6=RAp9ZCo7MHjZu!;YEQR@w=jR3s;vL^s#75dmj$~O@`J5&EWB&JF z_T^scU7?fsQrx~T$NMIoX}Ie&N>S*|$}-NY8POc;kB#g?zu`sks58p)QCYHbZvHmS zvVn@`R<*(1_{|^Ir`NZl|K|>ok_gel{(b2r-MEFk3!(=?iZ2XQag=+4P-E_StvC5U zP++<8etdXw{Q6n%11FduN$kaYNG$6mkCpYr9`tsIs6y?^IYvV+ zkcr7_yCy|$H&UUdt_ngcLDr(dlEqqqPQr3$zsp`!UIHr!zQ*;crio*u~p>9 zAE%g-cPb~Mf2HKd?N`Y%i-F;uaIoNO1!cnu3czr=yr994!kAi*T9%)VzoxfSiY|T?{QlycT_u4I z*J=d*J?L=rUnvv?!cIflg?pE%I$Sdk(qUFE8bXXXf!DmLnf_~WAZ`oZ)SK0ycNdoi zeGHp`bGXPIT?^a_kcK>2DUou3snXj+k>T?6B#Q2#3PLVgS#Z-|i7^6N_~P_!tAhBj zFeXHt*6}Iw0Fb9(ROlkyaTV{ujFuxeYxk8#Wu^!l*mb~|2^%XxrwqfE2E2MCjZ{#X z*QfXjyD>R*AhIOulzI_)tze};$Q-&4cKYC;a6p{V6lPVRF#P@hBLEvHdhs?0 zKiHD%#W7>zAN7zd$}FhT>uv|$$a?`Ly~Cn-r>)KA(0mqI4py73jeE*yZA(?c6aMAI ze+_t07*h!#Ccmz0b7eDkE6K_2hA!=mC~+wQs$v-v2+Y$XBC212n55mh672FbsJjIF zX6=o~$TZu9tL{P=DGa%vIuu*AG3@B|_Vh$5*2Sb7vg<@Gp?=61Npq-YjHYsuDtqlH zu~U&vBut8OjL#H7%{I>UeGQ`Q#9r(Cw_35(?b{38O_{(}OiaxM8ME>&>ihZ4I}Rp_ zh30$I2AZ?^P1*JlhfSr>#rbXJg2uYbtCD#rBQJ%e%W(4Y+sd{($r%I3n^#54+TR(( ztvGw9%hsqYEgdip4N0DzJJBqfPjviUlamvc3r>}h&*a`dx;8h2d^g#JkF8%%)W-12 zuZN^F`C*?Mq3;=#tlWs_|z>=`rRmb zMVSiT>U0qA8FlA!?-WOB07}00X+(m_8=#1qSg`Uhwzo{-qTxXQ&--t;zbPEwJb?=w>_8s_Rs&LHc_(0xB)qATA29hiv=((iLc-H zg_vT6^QGK9&*U#Zg!0|o`4AUNF%w{bPD&iEJsY@zV((*$?Za=$@Il~& z49o^0aFv@$RE1|-Xe82YC1aW03<4b%=fv*|gpR(+$x*v?nG<@ub`NN_A9mL9F^SIi zykt+vV)BK@h0a?{xrF$m1XNxHB_&$v(GxIN!((D9Mvge9;XKPTUp#_G*(Ox3Qw7LX z6bd@cABl!$^nWq+CQv=E-TQy$AybG@GGqvu3TY%Ig(zi=B&3X`P)Zykp_G!TQAwpD zGLxZ6C{5<0xg?}nH2h!pdA`53{%d`o^?aXmsL$v9zVE%SeeG*sTQu^-IT8IS(T(+A zvFzm=jOj$Q<1_o5d2F?8JnBS(joY=@n?sbJ3jy3+q77*Y^Uikl`SJQ z#*J!In^!0PHpUy8B56y>o6kb?(T~4S6Oh!h>DU4BToFkULS~+QZ>55%5F{AH)zvo< zPj)ObHT6q6P+>p&kkW(XiJIS^@;2I1Ld(aFj~GaYp*EC+7X8}-mSF? z=3&yt7cNGvKVI+Qp$l%q#IQy%5e%pgN1`pfVFia^QE2ndXoCy&VH$$2Wr)ZI= zd(AFChm0h*&);`P%K5bFttvAj{MvI)C$*GKnYQ=m=ieW)4h*8DQ}Clg=eGD2SYcn3 zA2-87fnGxJT~27pIV-Q@9(}(Q)_?z?%%c$;PkEm-r;<~%iuJYs7+-=dv*R?TF$*zB z*dOm5^-D3&2zSZfIf{AZL{DDgWdgd#$~P(FI5O?#1~k3bMs`U}(j z5OJ1*pF^hk<9CHyTZL*(@_>?V+P~+vz23<4GIy^04+4uHGt%hTlFcYRY5=9FB9Q@!y_q1@ z7bGl(4vywZ-_2hy`j+I{x3*~i!3+CSsdwgc*XW9k8Ku?T4&(XaJ4vnEU8>d;cmg!_ zh^O>D)Tl&|%3t$9t@ZXtkD7bMffEL%3;ql8dCDW{OJ^bQ5Dh3dnl@qRF#bavLQF!F_LN8_ZL~9$>2h)$R797Yu6)A|Evs)I zFYbIiM5y5Ku2-Y;{Kw~S{t;8R{iAD*J5(OCUL+EMUB1~0Q4EA3R1gkSznR^a#Z6D(X!#&Mx3tS9a5fJcl~*v6H{D@B%7`Ka+vi{*o)sT&PU7Q&95Di z?0-2fZ~@a9m-!+hh2`IW%uz{68Ehf@Ujm4ZiStC{G#|bghV66CA?MAgNB&cP-Fe&) zD=LK8?Fj63#3-m8t1{-J852J&8|HW=C#P*_0>46LhOOyCF2gj8YgCC*m&pS)!R^h# z)7Z#@9ppmuJs&nTPaU-9*o7hEq}1C(B84sEFlJ>uSvoOYbms*MxP*Djf1EqNggPPx zi7d2F6KTj~=JykFo910V+?gE}85w>i zhI}}CQO%wc{UrW3r{Y1L8^64g*tUd;mjfS3m%=A7hmhzmTJ9}cXxA5_w6j6DZ0C%L zXfE@Y!n*4snaL!^Yis zR1k8&@6U=5ASH0mM;jZkYGUdebV@$N_0xUuv8<;O3+ItX2yqcvYZ8x1DZ(#@-mM8Y zCx^ziZ~Ft617xHtAkj$4$#+L+uVY=o2U_ob2O455@;^2))?vV$qXFFi5^N$C@RAq9 z%`dq?oH!6nA`Um79MD#x-FDe1>+t;>6XUIB#2;d6vw9g^Kn@@}S7=LaAsC7fk|usV zO1~i3+#KWqz9xpCoy9h=-IWAs1Cc^a3>8~x5*vZX(yNzQeMs0;d9YKT1vo(LGkh`Q znD;Esjswv;5=HzKzdc$<8OGe(JY1B*?Ym#Ue^7RIjS0av7lliJP#qb~F7tDs;}*&1 zda{bPu{2W%iXK#A-XQKD|PD4-J3|ylmeCe?Jvm@oRHdiZeDd^XK;N-O~PR zn(cu$5TIX>^S7v$_p$dX{&G%&iH&M4zn^ zwb+S}56E#7NCGD0%+3-#9_O3!+k`adKl#Ajh4Rk(_PpNh!K|`83wu@`ko5})NJBO8 zpSDeeLqh69yy)#{@23(hF14#O{pcmo9g_SFyhXe8k;in~+gb&%YhKa>8!?!Vwf7+m zKy%WAttUhxrD-4O;D{3F2F+K2329T06GBif zn%##@0V!yA21-eZSEyo}H(m&irF`1UN8XHY>?Pl(d%zl99rYaM2p)p45JJ^`_%4X> zU`NX&WiUa`zBXn&`tJqaGA-fRp%eq1y+koGx`44Fo%B~-$gL`7J*@mw+%!R zHKt4o0$tYyL}uM&!ZtC9MD$+>fzlK9&6UKyMFjvG!ig~4u0$!Z zn5xA{WG!d(m${V1xo$0KZsCZ}#poDURT%k+8TVZ6)?DofB95vim)i!OGEwVLTvRCW zQ%u^)uNvnr%r^c@sns*yh5L-wzjC;b+IZ$vNAOiCopKn0&7})}G1zAon+p71mgVqH z)>NJ2g&KgIDuukyP%&a_+&wWZIa8PpD2}lzs{2~fro9G0DBzc&O@(r>?H>$-{|e*! zMIr>MA*Ra}zkt!T9E$g4hKfq75)={rsg~!ib*ol0USbPxC%(U21%6H=l2z#@UH0oa>*0_SOQwoXoTzKyiOG@d?kj zt|2P_I;OpdE3!fj%$Or^fCH1PBCMiZ5-k0C3;EtNdIh1xAeeRC0) zou$uw=eZsJ6Q@Py5D%7pM{N%L@GD4^!ohJ7Vrn3%0L}F|QJVzCmse+9nyp-Be~%9C zHNTv0?Q!B`irgr~WSrSE{5ce~D-X<9_uOtbFe4pjG7VB&_#+;OZ0cw$^{(}5^kL$|dXa)Dh~geBKA$rNtUQam{E?2#YaG{k5o zoqh*c-*7Mk4`Eh2PK<^e2()g~@B$qp=kR8(4a&IYT_t3jC1MH}AfMMK(L@!hegP&D zM*4D&rs8+ma^L^BwO6-C5KXR#qE$v@sT`hDpm-bn_;;5ChG0r~mbh~y`yEtTcr(Vh zOf{>UUyb3yf^M?A=BOc{;^4M^)z>xzX}_5AH+qQVjD>^8U%L>IB1nn24sL&U-Yzd_ zJobqdR}Fc5JqM%>jAfVy)!sn@kYl!Dt-lC0q6Ct=jY;H;wGP>O&9_C!h(ea#Y^Ms~ z%cJmiU{*xr{96FhTU@nwgZCJ`{=H7TOP=T-Dwd|zKXBhL5Yp~t2r*5>KqVdYT=ACN zN_7ksp%^C5pn8!*7a&|C(k+_ASrX?=O*GacxrmX3=xNMhOpB<0*SEVksp4NB4kgsz zg4M4V0>@VLX+|Q(encsn!(X)6I(w$eYKCHW{K;7H*q20h$>dMf$^!N`-7ow{(gdNL z_$13fk|unzoV|p}7A;|+M{mGD#DmzX24)d23FA5>&ktK#pU~v@6S}Z^-e;s=+n?3f zvCht;38KP`&gyrSLOCkx7GWMzDQ^0*$pH%)VT(5#?Q+g3|5slgujl`WfXpQ~TK`LD zg2*spUR~6GpPecKYvK_f3%-E_no-?^^LPsJy}vk>qTaLv-lmBJ##Bz+jEFnX00({@ zme*w{Vnh6+Mo-b@U|3HEw{oKcw!5e@J`1M+dkqRh`kdI(~??`loeh=!N!Nu&IQGVM34~%dGBLM{=7R52iW ztvLf6HU9A~V=~pMt_jg{yY~JHIg66!wwkQnM&&Qm&L`|Wy?8-hwDAV-uGHp4->sFTUAuqB?9SOc0~#M%OoA++~4AcD58*YJs7l&W;_EB?>uEPbg;XupxVO zY4!k;)X}IYMe?&362VRqI9<)@zaq}O!@)>HkE$rO)v<$sVM&S&Mvt3_RL_BTg+)b& zKpgAgvC}g%Qz7Giv47`8eE@Et1Er;lh@KJ>^XAR#+_h^lpkd#y!b1xrCr+F=AUZnX z!g^*Q`2i!n#Np+%?kY`}lJGXkEY0hp>DFgSRY_Uih6s}$?mCB%ik6m_dseVF>l9N` z1DFZdwXsoDFvyWQ#HxXLP>K>7Yqu{>O;7L60Bw3!)?mfdIrm(L4jJ+^C8Y~v#ObeI zbzZt-p>5*o`q3<*V=LHmYz#w9qSkNT+?5ZQ{T4I9LX^R+@;`lp0;KNkbonAPx@jk# z152Y!?>bhU&1~c(Z-5@9@|ty>9eNaj(r|pbSwWgUXU=qzczLkE=R`{z}M-E7bX1-yI^0&Bz+0uS&88dt{DF;o#6j0&fjp%w(Z-qQI!e+PPvEIXu zqAszdseswREMaSq7qg--DdRb!E=h^I2U^vLL>TyV;d8_;KjG`!ANRfy)2H{xqGnL* zcHC&(LzbjeGqm58_w)JD{uLFjFP=T?*r7uQzJwkzpz!Ng4-``q+@@%@Yt{Fer0E=_ zvnkPXxV-srEf)_YR+jYQwt(_MS)N$`*Vs?F$sP$r>|JRHB*S!EXMqkLNwN&r-*x?a z`&>x%hnwBX%ge8t#SA*A-(a~ibZjRHM#($E1|3aG(iSI|C%m5jo;q#XQ!b%H;|yix zd0V!O$K)|Pa)~^95=Km$CM8i=Sa=ZWYB4q#qOUR)Y<_astUg#ICsoAe)%8*t`g*sV zl!9IBA4fzBeUJk^1+Gk#`^>QKNo*QAAZkwGunL~1m?^$P^DjT8NJ^Q(e7-xNwKt>S z5*a^M$K-ov88F(=i%&QogMUor7{l2KR_p6=@?roo$? ze(1M7NLX!#WybqEJLPk7a~V&Y@VmMBX=-X$;mUgT`PJny)8J_p#*MRLa#CXWqhA&e z_Vni0UFAXgf5IfBgS*bibzctYyXtVX?5e+L8h2Y5yZrg{=bbQwVJSrCkT|8%GClN0J&OCKAD zF4bsS>C2bgWpDpXys^(poCoHb(!jx#vl_^AJMpZ~Y3`rN2|Nn8=_rBiy5;)yBfhn# zJ0@Z$+HdGkPiWi|&1?CGpqAwKO4VC8Z0JbfdG<^v`#{LUL0pTmaTZBl{D$Z6-^*|* zB!1;Nn>(-T!;Sw1%EBb317`$ITw3Daij4O7q7~lPN)YXU4LVvSGMa}Biwiq6sSbveCW5%J! z*a^$X%5fik&Ym4xexa|tRx;BWyD+n5dE{`8a&8BLd8UCMr%vZQZ(gvV`{+@lescv9;70ru zj?=iZW^vB@DH%ZG(Z0EXY#a zwik=3TZxHfJjLW`1ky>9CT%2RG77Uve0-oKp^a_eO?>jvQmK!PGQQ^50`_ zYW6+Xn&rps;1AM~QXVnlAWwy3IR&d_Yu_YIJ!M73<1iGPk=5E@8dW8yK?o|0Zhdf)2Kp!NZmly^Hx&pE08u+SiOz+38%iWasmsIUWv1>|C&F`}| zmfh#EAyca~MM^A{Z|msq=UA4-VmO0t-MSf_n>u$}K-GG-y&dBZwSW!{&NjIt@!rU% zcURJM`F)xjbZvR;(Cyo|uVST0wCRMdojdPhrfx}ITW(zwXh(_1xCv0uEEcUc5LSz;@g68D#}2u+T4X07^|uJEMT#+f~yE_pH+T_tX9??QJ{TQ752zACBt?!VRV zZye@Olmhl;q@~B0{G1Sz-S~Sp?VN?fh7B`5_KjGgqO3fi=XIn>&%7Xm7jpE1X74^q z$2#KCBTW|Z>G_5^^fcH}@OW)x*K*2~@do|p>FDUTe!(EKW*B{>0Wb6w@8T&~Ut1d% z5i#b`qesmcHzgIy<=5?eUKqb8q%ym1e}8#-Z}tR9czJoTTXo>b=xf(aMvRU$02av+ zhb^~mm5eYsPC6AiQ5E8;KAq_Go%S3x{R2w-?pt+?DC1D`s2|dHDJJDnqVVURb>EL$qWM7 zRlQZh^?Jp%J-^ylY#>7|H8nkg-`DTozn{E$)9>ifqeS%nm8%Ku5*hy8IR__*E9Wj= z6u&`1WC|Bt(2KRi$Klj?96#RtJUC1H5Fx9OlJhxltVySGjjzJfCm|1C#$G+?2o$`w z_Q4>CQRGTvgcTQOc*xtgZzT@0vq)CWp*x94?f#x0J$XYLH*XgDAMq`Td|fRpEM&D0 z$dbNT;?!yB<7d_zHv9wg69PfN4xz*IFLy9dRZ}Y_-;Y;RJcQlt%JXMd{2kb{3q-u- zmMtDk;fho@$LUBam@g#X)_p@R;NuPU?D(v87<#HJ)W5EwVNdj*$4FeABu<_>C6@6X zIePTj=g+dZh$THgvu}3PxgBOcY3-Ahl=L=i7zJBIrirdwMTDVC>Nq zIF8dg@c4Q^+SkYD5Is#xu3mb2`a!;Yo~@YEXVz*4DY(OUi^RnS26LUA)v(=LZ*6^y zTCxbP9(nTs&q&k-hX79N+*%zmNL|kvXUA?bVa0O$cBN4c0?j}r6`>?ag;tjuKHLk) zD@T&~t8}Nq!obER%E-`8ZXferU%a$>cCc!UA!?=l+V3Gh|0mtOj9G=kondVfxaplUD zg|uPV@+EB(Zg#x?jXQS+8=HB{4iU~nWZYSb+t}u4&Gd%X+&!^7el1uS3 zaSpwE_wEz+2#bf!6Z8+0*3{5g57Y#{P?daNYkTYuKyzw$((R=3#YFL5ExO;7h=zfYEu*4pLEQ<;;Q zI%`${RM#fZV8!c;X*oG2ZOnhx*VKgaS+R!8f(144RS@zO#uGzALUPO!`CM=E^UdCu z(D9l(V8DPIh7;pYN)H-TOL!As@g|~i6O(5QBD~4W{CU2MC94QY5#4&pJfUMNGCTak zILw;)hrr(PnPTUm**-Y)nsBO8XBAo=9Hd z7=y6bSfz0+U%pw*JySI3Pkwq0{^M|){AL=uaZvyM&zOL@$*8h`g0r^0e*&5Ws85C60nCgx7&~s9GH;gIm$2V) z=39hY*cEt(JKH{tiko$yW#96c<%@Nr1k{8w9JQ+9*#knk?96R4RLam1FW@P9PCL$} z1p%;R^z=q2`2-d?HS!d4Jiex7fBO9Lkj5a&+v|J*|DU_rR|5DuMpOpJRX_pnW4Nlu zMOj%HZgHWZZ!*k89WAX_nVART;InfJ1Q+IaJ( zP1BeqiGTcOLSSH^d-2d!ZENskwZe$+{aIgMqS8FTm=D)HA|PNen2}KK81_0{KS^EF z&23|s3~N2@7wL_vEJ6DC@#A!WBJt#*UCGgXP2(&u6EkxZ^1H*y|KS zK*sN#&6LNM78ufHuF8uV{pVY9vM!+T20bu^m)n=@s9?%+yn(OBl>mPWjzBWUw!EUE z4ttOKU%%F4ZEIBTh*|r}_;s2G5QPa685sSZ>XmetX!s-la>c5zax0zNi~+sbU^OVT zL2{McYbTQNNaIO+Uj@6h&F1@T+^9ezcnPH21&{ga<;xNhjLpW4$vhInOX}06`Ct`G znH{&_B5`@q!i6Q!?C&wLw@7j(9E)7<<1F>xZ?`n&{xGz1pn|k_-8jSRPC@w zP(fd(j@LJ&^fdIX*S)_i#X;I>dJeyzc~kqsCx^D>U6o=ROgb5NDuGJ8sKbXliJ($m zR_3D+x%lFIkTi!mux_KZbsf#i3cAT3AZS*vT=@p0MOCp8b^h+%yM1)V%d_@59msZ& z<2)*`m|F~Pr=1wOJZ2LKf@`r4!duST01EP|Nz~W!^7;Gs?-$NGuU@>cq*HwtGkME2 z>D;kFd)wRMruf-E;4q!PcroVY52y4>rL5f@}QiijWz zXEj6oPXph(?4i%zi=SsMrt0AbGk#oR`H|OJt@u_hse_%Jl;O^V*W0iSPctw$8z~0{ z>e&sQrxaen>}J#t?BPJFrB=&=CKc6FA;}g&!OsAw@Td55rY0wM?;_wiDyMT0#{>BH+M>Jx*~z`AwSGq;0VaymUOM`s;HbD^ zDJ%8Ps!yWkeE-;WKUn1qY}>OB^`o+Cu^Z^sy?cmZM3_z}uXtePDeN&f<45S9xoleR z6!d@tfi5I+~Xe3I;CpmXe)H{T|WW z`*tg00+iuR0$Hyd`IRx4(v->mxJu zAcR%Kg9qvb>>j$YgfN+DHyx5_(2Q-R)w8Wqdl~vFgmt05OQ9yc4w_JF_{9811`yqj zIxuT(WsK^F1LwCb-cbcHJ&!v`*zryBcDV`jKwkMk*tu}=Vs2iZA4Dfc4mYme(K*{R zhVM+xsvB~;Y{mgVBs`miW(;+Jk=*0!XFtpF>Lya)p+P7t~8 z;XZHNpSYX70dkScSFIXCZTpg6SEW1rYqM*%Z6Y^+LdC1|qh$}(p4d%&CnF;>e%(J! z)dg8kp3GUjYLy)kyjT{y=`jR!OsE{Z3dnlY_p<@#zGay|@n~Qpo3ZMt(!rO>G#}r; z?`|FW3W2E}=tk7tc^#dNC!61WLJ!Gn@MQCTjV-sdO7$+eI3E~B8TgPj;r>kl6+^OO zmYEHqTpF0YjQbD!SV#g+maL(;;4UCs*;;fx9m~TqLG#$R!vu8gJV# zrJc#FlPdOAj@Y!^k z{AnvqERpVtzVB<6ffzxM@#av_z@9yST)>3@dG<#xZv z!nVA$)WhoL&71e&zC|Q}$@!iiGnhy-Q7hnYHEfv))zsHmh{l3E?XTI(hB$XS8IIu3b~%4jh-u{rvLiB{G+rq;Cbs z6*KvHr2p}I1h|n>Is-$fw!`V!n89bVUc3mse0j8{re-q%rUv!F=j)c8TwPtGmd6NY z>C0o+HRh4mub;;6U;|fwHg}k-+;~rKc-hyp0k55Y?JaSNvEJz99O&)cS9~n=sK-cg zMPQ2$#1TW^@MQ~7=_f@h7<^|9R_48p$DWiZx>0ZmzV6<=**pKeuXk$xb2>!?EIgts z7SYf+vyWlwnb^oL3NLLHTTy*{o)Q`+TRgr*9w^?|tiDBMC|~j-TuulOngMHRFOmv} zZQsw%mp6o#1q_+}ZSjF}G8VrXi~6xI^asRQf6%3D+xz2V3i0u}TYKAQ9K!bvueHO& zQ&>2>ySC~%&}RC~nPlv<+pxp_{qNSq)lz1PgIoPAPT${KoyifZ(fL3mhn=_3jY`id z1|2%=*|V7(?r>Y%C}oSXlcV4c%^x|>pfi%e;wVg)PN+`)@@jem&G$ z(f+Ki!v1gL_MtpIldc_}F=mGLJk>HPg!m+<)tNN@?T z+SfZd;@0ZeeN9(oq+^$kf1l*mKG-(qVKqH28!M~J%jOFi5TEY~!J0aW4um*+)8wP} zSp+paIJ@1MPjo9Gp&01kc)JQNEkq=`Tqhruu;@}h?M#vi0S9oNA~|7IP@J`;Uo>*U(GevUTgiTH}hU{ zvT>9g%*>tWvGu?KEm7(cQA2Z@AZ2=Pno{c%sQGhJl!tlA0Uz|EL8|3;7f&yn(vF_@&C{ocU?V{lS3o*U@VtO@xKT~b7vy2G`oSJ0Y8yw} zZ$eE$_!&4w-@bkDuwe^H;+KZfvyVJ=>eNy>zu+RYkXyjHVH=~T-&kyDSd4H-kGDy( zz6nCtaBI_85~vn2;Km=7`s}GmflxQuz$Z$g5-zNatn4emqnfHJCu^;)F>7-Vkr@{) zSTLgbtJ6!V!}c3@!j`E!e$xf)`g#Ys0Z@fvg2)m0gMA0rR>TkIFz8++tm|?qNb{cC z?Hx`i7<|67Gx+^v?Izg&Tz(Pf2vs7unA)S13vRN?ykrl()L?< z0_PHz4|@q6_SXh-u_|B)W9k#u)YKtk4y<=d_&i@uR(66}Y%A~zHe!U|Qg)Uv;PnBM z3fjd;1nK~SOIrI#x5r&;_utz6Mbh?1kJ@L8 z05Njp+>LZRJY&<&CqRPw-9@0d<9}ftdacSb#CU` z4?6x2s|h!bCh`rp<0_hTYg(pPJJ+}D;RY_%Drt|gTHsr6>KFz&wSlfKT=WrQKcZF- zkZ6ZF{&_R-bSjXabFb%7-onyWGVmZOfkOmVoy*yCX!L#hG>k1H=`UX%2EH4*iH<#$ ztLUyJjxl(K%5Uk?r4lST!MDS^@3m{!rm_u0R%2g3SpKBCw7QzjG-*YeT{z3Q8jo77>|+$EQ@J*@kD{dh{j z0M627!+w4}uH&@l&yCZH@o`>(b?VeP zBojAu|CJ|D)}-0?ih5D%Fx~%350#bXz^gSi@jemah$dN+s zi`oR^C!@`75|$(m`uj_}xVrlI`u;=9z@uX4rcFXjfl6VpIDX>?!ZV-{I7Dgy9G|{$ zp{K;IUAqo)iA2wrM`*>s_HU*dr-E*8F^`3#nADE|X?xI&AVxcP?)-#SuS?fC*53o} zylkfrkmA^(bzkF(n&11ZZEZdA;~F7u>07|P0Z`(<}!x)~LLo40E zE4MC<+w~9frBO3y4w6`EV$yNWyT-B#mJFRlqeN{nx88p`9M%&WU_xFZnBG~l22=m& zSz3lJUFiDd?#uQS&df`Rlf-j8BKQ8ohtTlw&H$`#A?oG#@7<#jKj;0PrAzyf?M9}$ zM?W6jq3re-ymmty$H`+VcL)q%#gq8@?}J(9Yu9$r_}7SxK@-8D+`slQTQ;81s+h)K zwho%-9aNAUTs0-PZb?M6WgGp5hsd(Cg0Hdf^C{E6|ET4=8=_{KRp8wxN*uv33+PHQ z+d@b4H``6K)6$Ni4cx$gM5PD>6Z|u3p$&;`bWxzDi*T-S$Xo+_0lMd~pYPf_SZ+I% zp$_);VbCNCv>gGkV9=Bs-TKIeC>WRn$zJH+ZYzA+2|NPmJK=rdf66 z8GQ)TlMGDHt*H53ZSeD@g~}tGigbd5BT4Rv`QY?3jXl!(0l>TQ_eG$aW=&Sy9*tZjdhYA3q>-8{e zyhFtePUm>Mps=&2sa4<55aI6Lg-brxv+YcoaTsn|rd0Q^ zJLTCje9YwfmK*6(CHAoqo)i38N7<`q&;Eb4+OFa9u)xjDZGyky>NRV$r#6+Cl!qS0Y(8a1?#FVQMVO8c-j1&9uR$rZo%pYE62?>yBvLH zdqPVWH>SD-rAx-25V-B7jTJ@DsCU!F(yGjtYt23;5~JWuY*S8qn@EwMQlVLl`;LX` zMVR++U(Ki&`i+98RGU3J8^H&(UO67$<9lw&3RGWFaUXua2-6NhOM|HnqTEw!DzrJ% z&(-tY8PrBM(Obi>Ub%7w#>fixbRRj$XM%LUenQBo3}8nj(n6r$!YP0|4^nVqeeZ<} z7wn0mpC7xb>z^7rCZ}gmBtwrtV7Jc>kO_MvNSq&}C7^olb>HZIGm;52i zlKy;~STusQhLIe?$VKNzrH;SXx2B=KCV4Y` z)7Gv^SJ2iDrn9w;nuF@O;fV6B1TAX{K{)SzQ5Ln0q$@%GQo<752#sOnKEYxLR-O>0 z!AA5ijcpPe_2$>UDA<#7Pah%A_>bmN_x6<6=7@Kil_5Jq@TUCr+Hm992QYvDvaEo!7Rq;vDiAdOIFrKR7ia zq~+Tt8vPqoQL}e>T7KQ%)922m16tivQ&VXOOn&|Pb=1=F$rZ5gA**9I(-6GN7L6Uu zW;2d+W#2fTDogH&XdM-+Hs8sEoPZ)UiyG+R@{04uJB=#2=KD!}cuJ6)*RGv}&=O19 z9XoGMuXW#J;QJe0h>y$TPE~g5@mD?K^s`U))ZpXsn7GUQ%8@cGQ~E zt&13>oZ#=tzRFGpwJ4DscJCgLQy?up9rpbmCBWOLWyg59f}RD?IWF%SoT44^rXl!g zyV{2@H>{3bRW|#uaX*)#_}-rXscS?FNA&>OCexUFvkNZi6|>Q2h)0MBD)2a}1Htyc z$05Ra7&PiCa+uVBAD#u3h^g0857}5+&Ls@+{p)Cm#U=dsI(pN(OQ=UgVTnu(4tbNU zZS>XAcI>bvV$+hYl--S@O0dBdk>&++qfB!$GCZLtE7;O8FXq;2rFipu&uE<)Ze6NT^>^IZvGyp8 z!lpiK>+&<+lI#HwcJ0~Aq%xkr(B`m!O5p`_W;eiq&y4lXPU&YBzb=s9F`#E6P$Pt1 zE;mlE)@OGSp@f?Yt*OwwV1!_hxsDIU_lwWo@|)?M+|<juo}&%HsH~uH zgfzKie2h<-<9#N>vS2F+WIjNrNs5ZupFUN;s{3h!hH*gu{>fpU^jr9-Q6^Eu%Zn^N z9$-m3K%eS}OE!7k!)=T%pFlD9d~kpf4TwyAxw+$fT^PQC#C(dF zYhBWTKuAE5nv!RfwK+1jNfIx{Qc!PyaKqYk`!Tl2wn95j@-C|VC*ahn-Xd=cG9QqH zGUlq$?S+)d6Rx7srI4*!XXD1tMHR_HCy7M?{m`)0dd zneZbRuSs$oplZR{C2v7tS&(2{zT)5eV&Hy$Ny3CS4y+j&Ao zQ_wbxySomdR#H(>arw4!P0$#m(uOpvdBLC zdflgc5;S_h;#H4->Qh!}OHXjd*|Z-D>gpGPCxr-UgDa<=4GjBpHM%{JdP^|%JQKAh z4LWwd3U+vNE68h3j9tDEDxmRO{)wTdjv|}nQVE&YdBP6Mmj?|TXgYMy6!q&HkIezn zav&EVnuh)Ekv4YK&#S-c>IOt#wzt4a*Eop2|GfbvY1&C(_`b5LBTVkFq8nxdQ5}t> z2{}s|T4u1H$%{y~LHbcx`r+W<;Ooz6(QxMsbtN`$-1rM))v)vDhp>wG9_?tmOLy+f z;#wJK4b`W#yhorb`szFg_97I;k(bJ!Tuh~;={zaP4SQRcW}N?6o939%=lx$Rok$>Q zcTu#`(KZP*!laqxGz;!+e@O=tBN^~Aonx6}WskQAMdgecWrChh`0Ufng}TYD6eE{h zzZ6bx4=EqdlHa+f|He|l(`99KvZ?icR77mBa0S?Bzkh#@ZXK+Vi;irG-h#!8%fzk; z1hhsMXZ~={>C@1XXga9JeYzXYPEHU^LeK$Tqhy~7P(BwBFfQlnrfkU%x8ZLW(G;rj zawyA?hKWBfSa$elL>|n#Y1dL)gI6uNSILPSZXzGo;y(q#z2N*tA-_OPNi8@g>TjDJ z(pCX;uR$;H;9g{D{avK`kHry+z^NFibCX3!g=??zdOjLqXcCls-#~T6XOfX5#qN%5bzVkAAnE| zysfIL3Kue(NI%EP@^yu@L9ZS?I!Lr&H7X?U7zBBNNJq_{J%sX5TF+ZfPHq~?^>gRW zNjw?QCC=bkW~Pz(ipPy5?*b&(R%J&(lbEQVsZM%@_RUks{aJx1WKTj}j>eOG(9MrF$goNt;#%q~-ct{A< z#nAOs_^(#0O-%b~PFu1Nr6Dn6S52|rB@Dj_a){)P`1nY1DR?JSIm8w86$1q#hv>4bql&toFoQvKG+R( z1VYiu(#1uCj_eUmu*|SwLS_mxgDr)uP*##JR<2(CEI(fw#nL=pZ9hId+zT|%h{==t zI5|1-V+PI~>lOf$W>!(1aaw!#o;^oF{Bh>@MwQFVX|C2*Q5lE^%r#CaBPq-C_5rGh zNvm&lN7*pX)^>u>i86sh>S3@cj8mrL5j|lylVWXWTii31HItO>Psu-0acTbMu3$h9 ztXy#2baptUc4*%ICHT zH$m88LH$+@kK@efU6@O1hsb*gQ)c|z{B|(KY3|357vx=j9a3$BT%p6do}L0_%wp6* z$5nEo-;SNAs3_# z&wgd__j9;;dCbhTyC2c{ZTJwQb_x?2h$#gqq-zL@qKmPo@ z;2@C4Y{DE^2s0eBP6A}VLy569T!?z@+Q7Gusb5<* z6Q~?(_^gB3d5f1x6xMqa_&8!90IngKd_0{!VGyT(JSJ+k%hdO|<|ac$l5IS~w+0qV zRMkyC*T$`Tbb%ZbLFZM}uC^AYvR`TX+`~YcXjF@C@Dc`h^uI1&zUP=C4KI53TEPX8(P?jk>}W8OfjLQLl%ao~N=LnBTUM-Z04R?H<2 z-BGL<8JPZ^Zxxe1sR^k*FHsi;d@Sm z7T7+Fih4D$=gJhI#&mdP0;~nWH!GSHSiwoCOC5hf-p7 za#%ChS&Vc%##}?;1^Sk3f{EzuqbB^#(#~J>_|>d-aPlA*Mj9SXugH4&QW&pSe*5+( zuQ6kjBC>Wun-RaD&yeXy02alJaJ|Or^$kA>o;}Kbb(Q?4V}IH#vXVMH>Qp6vbluR$ z_7mp!sBCWCH)Px=X_nC6Seoir<vZeUS<08=Je^)MT3?Xbtc@Xr~(Y- z8L-c3KMl^R{FpSTtn4dr>Bdo}2?VSS7m+O*#u9A@d@5isF@?C8VPZd5ufBb)Nl?JA z*MxMlXw%=fHst=9R$raf9(|=%5V~lNap)*wcKI2CLeZb2uwdnH#4Z_vtS6aH&CqpY zv+Q;LKBpRyr4>Rw=3EV_CB!d68;Tf8u%`~T>w2St?de|JL%$LV3E3|f_8H?D)IU?X z=|WWsu6{+wOzOB8y=VUHBJ?8y8rr{`?d_*S#AFa9Jl&_Bx0W`0*Yq!~z?mX0^mDe^ zx3*q!m7DC8zZ=)wKJowSrkag#xe!|^8J+a7w6yd(l+7r)8DMe}S0SQm$4gbU3Yyev za9CzuUGqP=2etc0hZ|HnHTzti<7bFMe6*nE5JlB;aRq~o(!kJ{T31vGK}*#iI93fJ zUTlz{GXP>&5&v{$OI1OVHc`m^%p5IYGxN2$c$DlfkUACW6`j!a96wRB9KeN!fgK^q z?N{g%--PjxptsmX9@{VUYWmHvNHX~OOP5--l}x`mIi0?#$2on@sA>0MLejynI%4u0 zN}NY2A`N#$++)gXVm?^Pr6GSs%HKmUI`s3r<Vc z)11;5Dm{$aE8lhofg1MBsU)>G;QR!HV_dCM>D3O8p3lwN85-RXRo|klIB{YLll=4O zqw|HTTxME6>&&RvpuvOd_)vUxW~5w-Wg)@nP-tBcFZnB_`dnDP<-{*TsoFg+Now`t5!r0b$Y4m~*(BA>`1A~ZS9?9nFY zAfdw&1YFV8D8mAi<;%x@`|-kbktDInrc1FPS8=5IJk6&k69)YsD)Gs zM~-wxMuR4ofFNeM(il*-+_|$asfhA)Zs=0eXb&-mB?d4wHRaH@=@6C{En2jT8_mRv zm`mj=s5;k=$Dw{b|1R?;vlr*ipMOf(cWH^QLg>ozcckB#y+q?Vx&MFxc8%Xx(MTAI zzC9T+5p$z`MHvUmMIYxpVh)`lmQv0Ve}-Gxy+@C^G(b&E zOe8d%j{^Lrs;DGGY%QgC&r99s>>LKnCRtMKp1p1iT1MDTA&bV8)l?k#OkyohL?Crl&$DxE(Hc!T3bh6?mYUF5l9@s z{txe^h==9j?VU!EYmA4D7>DJUx@Bm-t4sU!Ehb(VFo~junW=vL`*-A9h4ySxmCk=U zA#6omc3o1)onW_FwB0G7MjU5OM{bi?>ktOlPUh|2z578be;R9JQ!|<3=5;(}2#2ny zKCI#Q@81i{%eyixOxFE+GKwHDb;b-mEQ4g0p+7AuF8+r(9`T@|8ULY?%{Gs|&`@l6 zq06`EU}9q87UgyepZmoH(iL0n|86Qv<_27*_z-j3I-v)-ztJn=y}+`J zAtDeGg@66}HHQ zedvRlB{Z}s*sZRi)G??MI|MNId#WxFgw(ph9e3D7&ASjO5!w>mUd?JGC3us!#pzxab519L0<~wTN))g*lr51ciG%>xNMiI zWc;Njjp{nBC82{t5>`%nzilQo9Iqq->QtszS5(AREgBALfqUAIMLSu#O7_}2>?Ti5 zFmW=c=GQwvI@@`~k$qDY4(4~p6l>5y)?{w!FbS5OD3r!`VQTJaR@RaStB$z4-(YxH zsDNlCpdhmXsfV-K#;#bmS6AWsPmlW;ICMILOmzQK!0C%Y&(!A~NT10Yr*ou?KrWaV zUl>&QrqV%S%$WRpnGgP5P`$?r4~dO5Ss)cMI)AmOzrN@;D52LJg4b~`ug#DTz@tuQ zUWCVXZ?{X>p1Ar&dir{>INy+xvWuy=I#e0Q^Ze}HR~FrFAN{@Wrbf5ki&wk%D-K>i z^P=6JJ>_IsO3kfJPiS87H-|N%2&aKo`Q?$i72zWqf%G}W(iBm z%JjfB*u0c8)0X>l4aiO?n{?;T?^sw|+|g8N5kuj5_s2#sKO~*lvDs~ghdlGHKf3no zD-aZ_(>@3!MopV$eDU3|Q}a*GzdSS8o{z-+5(1;5BIB(AorK&? zb_NE=S2LEi{AJM&)?~#(zUK4Bs-18u(uyJEh0~^NFI69`(|zRdYt)%Bgp_EQ4aJD) z>O-_*qakNkZ-0SaE}E(Z-=+wD-DPq>BtB#zJX1fT$Yo$i9MT%7*P^)EF;oCwnr1Ah zyLimvwVGMu{Y0p_sK#dc8)nAFp(x+OxF{xuQH1;$ve87Y2X@J!pt7y4L1;9?iP`L8 z32J<`K3=|o#icR8%n1>Gp5ERo#-1^VQQlhpD&WF}=vSL>zFqa_fUV`?^V9X3fB)Xn zaPxcOd&EpJ;%oAg6Rn!Qf4GbiJFZvP!#PzA882QKBpvQsueB-q?IHckid;;dUZ2avbw=va{_wUk$o^@4*ABnHQ1ZOU%63`$Wn! zr~wS_M|1i)LWgPY|Dt*n19I?r2cwk^VvrhjQ*-FmM7`)MM{NT=Q+ZX{g)Sd?VlVq7 z1el8CM}fhnQcouGV_W{ow~ZiWQ04f8m4rVJe6Z2#)!iy?t&qkF zEbJwIrQo%HoEPps8kqN?+B?eJNSA|@leBkUKn))JmLN$qpu9Q-W$~qH|Mxecoq$Ib zM2^HvX-1dxZOfp$-g^B&)dhPgRvJ(>{(}0qrwA0|>S7U4)x*XLsf(}Q7HTX_z1z=w z<_Dekorm=5I%$w3ot|+MCrTotA&4(uF&=RQ@-^F8g4X9yV`kcUY3s3nKYhB0fcfq0 zr08)o?rsh>swvnN|DuuNW$WVGV!#Jr%uLW2DlI-uP=`)kw?ut!e6h#%+r(0ff;0$3 zzT;uC;fJ;{NBR}}fZcQ$w?GH;=7Rrw3vW-)QH(2bsB@Sb&RubCY)Ry4ETdhSpA zOlKRlnqARD7C^4#l^gF}^D9u>O_=Wr@gW8c=W1*1VS9~qbUKnZL{sSM>NgA#mN46M z&HSFPFcL7^9m^L;KuJnjG#iB|{Knk)cb%55TjvE11SmUHy*(v{j~HsjK2n?w(suOC zemi!)w~9ZrU;EW&<>fK{FyPKjKVu(R-~8~3gd|oF#FjX!$uXJpF|F}NYg$N*hIjYu z`WNlL#-_tr(8u(pAx?In2xOf95Ec{t1`L=-6J)9DVT$X`ys?I$n9WBQzK)x&qjB=g z_QOw~;5O4%u0DVmG&H~{a@JQzN4|$A^!Gcs)80eEG6fV3*YW z(#r?8#~rm*A|&~oIWrIPfzWXAgu0qqEf^7tYp-?j)?72JPfrSl@71}v$QAh0bMpUL zw`tQD6acpf1zW=hpe_R^A|)9yW=xky>%7;+S3p)tB$hWb{Jk=EIl74sbLa^j`gYW4 zhI$|~Nain}+z+0;hKY>@OP0i+=@Rd^f%z&&uXmLW<0FGx)fL|*_4dA;>C+`uUmyK1+1>@FL7=J2+39rhEAyfTAV3nX zPvax7Z+KH)END$88v(tAD0i9S5Y8m9q+b$rnJ={nH?+W^otMt| z5VtD0XY{yFjW@;)kQ#ZUU)bt-4NRu<}_C`1$R=ASi<)}D-_VPvwjTKTBv?r+|^ zpV1BPns$Fuh~&tjquk^!sQ!H&T0V2mhhdY4E1cgZ$=B#Rf8M7I-Q2>TKaFru0$f=^ z(z?LsV=r=+&W+{Fi|0|(@tVS~ToFUU6r3@xv4qK6xBTc;vuqcDv*lCM_d^r*2j-wx zvqzk(v?e1v+b1Msgh(8hTnQW0?^79^qR_~sH!Q=1EH<>8p_Kq<+qeFIO`U5@lV=!) z3)5Jtm5$;8PqCvJT1B)ThZ^w%+-6vnh=>P}AYv7r8X+j+C{VS=!K%Rx!l(pA(N!x@ z58>nqQ8tf>T4EwUnjqUgG0}LM@pQct692aS@qYc@!}HwF{amk?+smsqEa>C5c!;@6 z5zZ+wR%@NLYfS%Sgd?HOpal+bXWzC;jW=xH%v9}~l~?S;t*?(>OI@zyF}xjwBJRX5 zDVGQ9bb0*i0YipdrB_a5BnNYz`K8sB;$UNgYp1t%;k`+szXN5l!cf7hU6 zqPYTPZ|u0fz3j%34Re`~gnH~(17TtAAU=?I+1X7F=K85jIX=Spbf+fQao8)yFV@kV z>j)A3lR;)4Af`AGv5heJw)`Ro_AOqZGKNnfTM!F-8qr{8#{c!>ai{Yz8y-&RE%b)s zgD=2T#NkMaB}o!&x=s<(wzjUz3ngvhucY=_1)7SYq(HL3lbnHaPF4;*Wv%D!)$FQi zWhXiwkKJyU!TLazSt_Hq;Qu)_gcZxzD@CTg~-)3ughtw`vMU8w@H7 zM^Spvmj=Ja-uyV&m$pgo2~!!7IQT!66~Lsp%=uH}Z~m7m}NMit74#hNQM^?(}=PhG?Ga} z2M`@oiq{7%k!)yi)fhTIK0^yHUZgT&}Q^>8jtvR6|kVs`nr&5+YEd@He91qUA;!eZ&P~ z46(5nQGwh8t>NXSaqXkD+RK!y+c9XeAqX*tV@@q#PdQJcNoeF1kvkH7y1NdHAFFG* z9P`;DliB&H)txkK)8JT6*&l7A#JE~TEXcK|{?$*$m}?S-PEH$ubpV6C;%-}!aaf@! zd=pDpmSxudD+h+=8FVd&=AY51K26l9V2lf-d;aC7ZwZl0=+6@x*}Bt4m;g+3--vZY=6yE2jPQ|6lQC5#G$&&2WljpXlFPNRe3cIo zJXu|H`u*ZQe^@mi`UYGG`1B@i^SB$-=K}u9@5sl7&tlGR5gI#rC&H=VK(9)y)JU_6 z^>JanQ&SIWrYY$b=eUAfLS1L8vq?GuWwfT$n3wmLXPT6{_v13=zgP7>tb{h*F5>uN~ae_THJK(&n;_H$@XY03$y-Keb=n! z{+5xi_eH(<0(kxY{@EQW-?oI2>93zKpA~|%A2s~@_cs+yr~?1-m31uI@_+q2 zsf{T9`wP6+%W2m9{f%?Gx2FF6g+nnSR}}vK#=7hOImQ3c2Q{;N<*HRz<#`Xdy5`H} z$n##w%gehLJ@Z{aP*DE%R+SGg%#L67ReK&LUbtv+@#00p3l|cHcCrfUq|@x(yEof@ z@Lul0jl8^6#bhjNi|+8yT3yyZb!y#a<`r{ua|x2s9>Fg!GD$rEzH;*N zG?Wh~9VnO+8skC+g{!Eky|eaeP55R!oj)*N`1SjDlUH6#tuI~j4h#&;eO=4ZmV5bN zmStP$TPcU3xdm_4n5=od(97+$F-jfc_Z<`s47hP;CHYQ2G0)dZN=YS3ZRX`o`1X5l z&aj`ad-6s%N+2M*L^d(ws#LkE29<1fVkzeC`AGyklZav+>9XdKX`U?M@ zYT34TZsavXAHA=iU&0=tjhlI+&+pi`kJEcOgJO*0bwfi#3JVL1-B9aV-OP)sItH1n z@u{hduU@^fwzl?s`0!zgZ62=GaO~@w)T}JuD_53Ozk63(=;k7*o%-c@_dd6o-TC?X zhG)*u;3$sH&RwPcEU}-oUVhxZZQJsn-`^`$-PvJeY)oZhV$$^av(eN@r{tw?t2`xK z=*7-|q@`fNK2FuZQl%=6oPR8L@L+ACmaw+2?!n{78NPk{HuCFN=_~K$n&q2Xy0=M4 zup78fZ%Il@dK4G8+{MMkb+XMNw!H!mLF8i7PVG~t@=bp>L@a>|9&Uc==C!53l~f(Z)~LN>Ddu``_N{;z(94$ z@0B++ zHpsxn&hBf`lKB|_i&u?V*4LO4B3w8{wRGuHisx%zhS%@jtu8Mw-zh5k8h<_V>qouv z_+it5&o7oU`_phq*_S42rLYE{&bD5%Y}qoLq4f5)WF*yqFpA3B<*@{sI_@{Q6-&vNmo--6R-1P z>-mrIOLTR0S8?p5Cctg?Z){F{+NJ*4wsmUC(JwmQT7UF?T!M7!nZ_VL zzv9OSeLut=Vdq%8_Ekv<)xyF;Wlha8%Kbf;mKC^6Ub}mDZBS6qhawM;CvkC$gYGxW zdb+y2Dk~3t?db_~j>2*nrZz*-RedRL(fo^MQEO*wS<@BxhCjk|YONJvPmTDyxTCnqP{ag^7~ z%WEgWFtC->IIEEg0Mv>tAk9%#v8z&(_N$S(Nd82n{w+S-00GBdQ3!yQV)?FEmY zKfk`XFj+L!mzZ)RJUni9-uDV_k5aQJw`I>X0^H|kUbVMxz|hGnE7N^SKE2Y)%F3zj z`g#fD)@+*(jg3l0?(-i~jSlJ+IJ3#l|6-XKZ1H8;cI=VS>uWs|<5l6pH$y|O-r1pB z($u8g8S(u24k~Kuu$t|Be8uUeRX3udLe`0$udHfJF$j4tGrLMrQE_BqLUFM9CDZ!# zfj4e2lB+*_`0!2hNX+wOCpU;D;jVjMbjXuq~LM=+PvwGNNP z(~qD3`ekQ_+Wh0kkKX2&0?y-oKDZZ?#f5pS+!ECE(Kp+oD*Hp$iY~i(^QL)20-LLw z+vAj!kUWQBUR7SzjTY|C>{LUAAY5f{}p zH~q6I%Zl5wHTw#xpg@MsXZM>nmoJy0SlP@?jqdVjN9ilL#EUf|X5U@DIyN0kcJwua zENiUVGsnrH(>^AamX^^xw8s6Po|j=d`j|{lPe)(Bex2{;p;AKJVtyXh-P+fg=x+pF- z)*rudcX#LS|MvZRVt)9*z{NDvsyoIgd}ZOn2K<~aGBejKJ-~>&-tn!c=S>y2wDabB z_wEHeefrec$mntYTvu6ObY^CzxuvDh!u0nj%3tKecBX8ChBE!)X65$HZ*97ZKs7 zm8_>4FN^A-%1C2_1u~Y7nH{JSDbBWq*+2Vo|4E;jmMklFTwbKO1%ILY{3-nnjEp?E zcXEZe{5#>_zkd(haVmomUoby=c58V>g@9f~eZ4v>&4HsTD$hU6mz9?Xc=5!~t=o0R zucT@F2JaUyUXaI&-WU+g7l8S|gyW;O3fQ%EO~xlCCbAA^oU137Pu72EUQUkxsZ*!A zuu|FHzDQ3;Wm8f$FfeeP8hM<5l#wP4J(|u@_X`AsrO}oKn zHn-UcO-b={b(?o%Vyd}l;?vIrCB($S7G0bMfAsdo=d)w3Pfbs66cuHOJN7_ruMjQO z$>*n*o<4or>8_8@QmiarOcRtSP5naq!BebkY(_(^Ip&{|?yBjQr4->;`Of2Xm;>^t zl&pPDj*gG4Its~B(9d^N{pPl$7zGauW8H4PEFlWb^5rJ=PgOW}8dB~Eo#q$r$afN@ zTe(sMR~S2ASvdV|J;%CrZ~G}$4}XRUXnjaCQ3~P^k$b%G;qk%RoJ(eUIkrpj*px+% zKHRsKo}PYe__CedPGAAQXg`$O$4A12#!S3;iYqFXQ>+)}rs>*DNIhg`_FBm<^kw?z zcgL}>E9f~TDciPf8)z?BPae-YQJ}}BLN_Ti%`3oVCU0(SAq_Y(vPE|=2B3v6!?Nwv zW5Jy}8PUv}GA$xqbH3(W`p(GB9RjFg()-~t-MGrpql_FJe);+Pa9G`TZptIf9ouCZ zZ{BC`C3o;+?b`{nOLle|>x5&JLY9p@6+Xk?B3$-HW@Y;OWlT&rbFEiwWMb01fNCO# z5*f_7#|x9ayQeCgu7WHoyI>w#{*GhYT5czpy?>~=ChDRUKl)^>36KPO))Y$XTZ=e_ zz%|x(cBPpXEjJ!M3`X6Gx%9opyd`tT6SZ@(-MQ$dYlQWK(Eay0j_g0@!Kpca*4UW0 z!yr-eb6p{7gp-cx%&t9q)>6J!y-{}l)yotR5MbT&Hq5r;$;8yC35D&5-o?-9ORrqH zV&0g{h1#89eRQH#V@J*|F)<$i7G`E<>*+DmjPnf%)iabYLqox(rSeanKIPvmN{QDy z$#>-I%X9ULKOzLD9lqB*7_(%ee8_jYwA-p(Z=nD{6KA|~?7`kwwY5y>TVx7h_QhF0 zeDHwl({tVB+}zyN5hB!BLrs8px&>v&8>S@0#jl}$bai*z;KZ&Yua=Lc-3SYdwatke znAXp=JKTOv@D=8{A4Vz$v%}iP#;HHc@#M<{$HK6|@GfB6CHd2w;C|0o2shNQXv?;t z77`MweEU`oO{}x0XDM*5`MGnQ-`+)HTI_dsFMNBc|Kqb5jXPmsODTYDN$DJ>>%|gt zH&8x4*Ugd}JhYjaQ`(soh`QEBP4~4^*DcEKnl*n@ zIg^oOlK$Dis;aV*c9T+YsYHjX_tmR3u{3Kafbk{x?Vde*fFOj%7v8G3Plb<1T@>Wp zYZw3V`kN!cJ}5PtHgBc@+EUoRpW-PY%H|80z2(TA%E>JCa6C<`df{Cu21R$cxAF3- zZ6g#qzWG$<#kCJ*+yX{Mtf$l0-$fI9(~+yCnogslV3w(Ib%5bxU3=!lmsj3&S*GXD z2cQ)heNHzelbI378o++j?%k|9Iyy}m=hS_gby5wNjE#+bjVxl%vhI|VS5VNDe41{& zwEdUqXpc=oL`1}XMw&BbX0Jbd7_mC7mATeY$LdF(>-4T=^qhWxN<4e_uEXTvH=**J zog7ZoquTBw8lCiTASzb+{jG5^pQIvh?W5f36pkjERMX8jFrhX0>Omm@|T+d$iYS&PP0W@cd&) z`ui^}!9L4YuQU8wdDG9||3G*7^_vk9@u?Y_j91lU*-dY{J>`F4a9VRlYTg$3hLR8^ z0$x5_O6a+!E>Hxcg6j5jj4UkPQSLL(>ITOLTiC_L#c`9uyqh+K1sA=mP9o*t)vG1o zwseQLQfODNF2k+yXJl;Ku|uV2YxVIc83lKDnP21MJ*H>Ro~3vKy@gqPZf?c_s6FOJ zedVUFtzJLUVpSBj{)hrWa34N>DhE{49I8^!7v83Fj|M>fT>aC|=9d?gFR!GdyK&>j ziO2n!RvjDA75F6{zptt~2$*jD^P5VNLD7bxp`qB!?(S}Ce61l-OJGn{++j%X>({T9 z{S?o{L;+4t&Kr0J88;^Yi1BZ8h5NPMNrv&QMBvIzic~pzqrxB zV>P&K(&@Z4J9INk$9k%4@U*68W=`(C7Ui+97Q;kmijwO%F|bxKh-2e$g}6oYBh<2{ z7iJ74B_$e};~*WCldjHVU;XPOmw5sgccazaP>%gjTYED+GBUCocqJ^jqqUVYn(xlc zUFSy9dmij_V)pEFt3*+2-}Xl)xBxOwyK<#>R+a=I(E!<n>8KZnp^~QwkwEcRBJQh?3C4K!3gi@fr6*d$eTrYmnGcIl$=6TQo?`4l|y2}r# zsFb0-qN4f$Zry27Jb#`avxkPAogEXC73-p+yCQ^%jm;-Ins@r4HpS4~+>f4XFVDt} zOJrnZh!}C_&YGFY;Sk^xqrQ*N$ehD;8?$Y)0Qnu(KR@BouRcKY}WkYBKS<_ z#aZnaXIF1M8bSK~ui*}EdwYA}tKw(safZgmUbs{$3Pvo|rdx4pb~Xm>6J)}xpgo63Qoh?aN4zR$ON#e=pCBsFF!C0Fc$&5VP1azI6 znR)HyORmBbL_R_Lr?UG8G zOkk=f+`#bSMZL}~4>c_yRbU*=>z@KYnR^0W+~0ed4miyVh!D-u$kcR8N>o^w57Q>a z{UE!bK4S$9T>#sJ&Kvr_ko&)@0CGXxnZ#BIMwp4*tu@mh7*T83% znVFf?w6vQ=Ok-~GM~hg)LqlmcZQ3*~C{0WFav?vAW9;$%lNt%gwnjRlqZi6Xo#q}N1 ziGr}Oa4jT@-Me-%OG`_afol6+spb$4~K_O0~d$<52FDk{44Jy_CZ;$m$>gJzO$ zRx)USfcV9x69Wy2;f^C;4#f7KE^0qQ#2r+o$&|8O#S{j?jRycICX~s;p&Szn-xf`SQvb5LJPTi>tP-P7UHvTsBH| zY%Zx@l4q+qYMYx+eQao8d-v{L8796z%hsceDA!d39bEum{CEzQO{oXAA3MM(?=R0w z=k@4UY~Kd=*+GfXm=GD}ch%MMfbzBN?fQ^%o|4Kv)(ob_q;!4VmQRUV$3vB4jnU=G zRAUtVLA#%86opN2%B!-Hju1RpclGL3KWKu+7-$7IH#fp{GG4r3nV+98BP_Rpd$;)w zLZH|LPV#Y8)zqw6FLr)&UteDU<|zMUbJ;MtcRM>f*75Q2GSt{W2uod9{u&R%Z{Oa8 z%gizco0C6y@E|$##gFkfo8pdhkD{Ql8ss}}1SvafYU+;`5bf*h3lz4U92=#Ay{)aS z3}YE=xzCx9G-AR8?=1Axy(Q2CS4z>sI(8vF&w_#i{EnB`n3xv5Zn|m4OViWS z-#-67G*lzuf$L&ox?%-Mm)Ch1#NYqduV1_RX}u`^@+E&67?Qs)2-oE2x0}<5gpC@x}L+}cIe-kg|u82psB)9Hu8d%*k@E z6RSU7CvR)D#XBRlD*5MWy=(g(Cl}1zqWOG0ePfQm0isHqn#N{IepFE}znWV?T`Zz{ zYhYM)X7Xmd6yQ?z{S7U!CT`rm9W%7k&ySUe zuvoEeM!)T?+C^AcAHQMsnAbh=&wb6qtM;R>A@Qj3@9A)kc5CV(i!-7r;#TcJWJva` z{eYHbCote*S09j;0DRHekfX z8x+Yvl?EDE&MD)X-TJfS_3Mo{4{5kdV;V`zAN%XkHE>DTq--q@TI-FPZ_=D`4$WH$ zY93MTpk-#~=H77uJO61!G!anHvE-89*NH2+WkQv>PSR;?Gay(n=!GE^M~Www@nf)q z2oaNI=vr?rVnBk=JEV-xj;s+41X&0&_5!xXsm*b+1&YjaayFQwa7p4Zp`44q< z&W#(X9dGB)Z0uTorpL4(yuVBrxTsfmad_{Ej;fx_sYoFy&HB% zVPPTgl)%e}Jha0i3F$t*zOOqvxQ&dAM#jfAA+>nT{pC$2Y+%uDDE|DytoF%a7Dyoc zp;;Fi=_xnv-8*GTRRz)deUz+ka4(afiL4V6F<$aN|aL$bOM** z5HY4%Cw_72;if+mAz?#Aal$fKCLtKE?O|1KhuZSA`f?zIct%BWx3;wzUA!0+8p}cdONJi3c7N0$tsoARVneygh$hrTOuW_^usda{N+_Orpykb-(&v1 znO*g)L^<#?uqf=FVN6!?6W!-+wJ~X#exd6Mj6LGiT0xiL@$oG80k%VcDL)0`(vQ2p8+0t^$hF6)XWF`xC}cfx7nr_R_}$&6Up1 z&Z#e6ybf9`dV};p0J+vzU*Fs|va(_zR!U@K474EaRKqKB(*E*P4h{}s7WnKkW`Fq& zW|%^tk2Dl4n-h+SrtkngC5~*_!n^|BL}+uK{op#qkPWMk968e4*H=EXcjbz+8=mcc-4p?9-)Bopsqa&kEZ`rGzWy}828%>HUoRWsiJ zlks~cfHEU^cF>?&=qav0 z-%0TC@x_0b|KpC&v)C*=;1g^ypjb%a;{qCkAcc&+Y10f%5^0m(FyP zVo)(^9RFo$wKIT*tJjMcx3sJWmXz1iyYFg{?$5HV3lNp~r%l2Fe0;PA4jkAiA)(Y! z=yt;3&WgXY0IGTR7Wbtb=#ShHJYZ+H8-|P#;9E-6ty^9jq@8&nH9{FBNFBt~X0%HI za=cN^{XKLdVJ|1uM@>MoU_O=OM4eD>mQXLN41qKe_W2un&4&UPhkYIkob$7jNgrYa8j&Jl1@%<$r%&pfJh?{i^l37|Z*Ec|91?(<_(3Q-JKg6T3GOE+K5$?OG`4H- zX*#DyyUjZa3*>YGY-kx6lrUdA2M1SUR&L(5%>-~+()KGYSj?~XiTK|OOf4KTh!F;j z&QwR|UY^4)&DC2|6Ru#bJ-csVySU&+*-up5wzE*~t;hQscJ(J|r^)TG5}J!+R$#*O z<_~}Nqrab2*0F#K7lGvfJQccXoCX$1wBa=jfe@YIh#ZEzAy!IE{T(E>j|{=hyL= z^Tws5AU#!CFQx!bGMw=wHT=D7=W%{pTU*w*9*gr1loJuEYN`^JtspcCVWmooEUc_o zzkD%_O@V0^n+v3H5Ecv(jbUiH!sduSohMFCdBUn8L6hRi?J=ji(P?S^;Tj?gciu3J|dW$;r8UME&NKNSHtMlm|=oo^B5k^__Kq}6<2Fqe&m~t98YwVU+m%deBfl*rb z;!hu+$@;P?>AWFWqjvh474B1=%Uwsy*eRY^_*Z>=VDZwANifPdj!+<~p&WW=PDDN) zg|ZtfuZeYvCFs3f{b_#3`sr{Mnk5Pf3T(+KiHU(=_c55X5&N8WAxnY5@ZNj5kMHA= zW5=$6hGG_IYz@I28o`0ioIP8Dbp^Iap@8K59Bw317%(1Mc4 zQdd`JXllBY();ll%l!urYB5)!9e%04E83K8vk7T~onQ`^+nDENA}}0?kq-kv*@FU>%?aWlKnUK~Z{MO}dT_|P?}K-lef0#j;HeB+Tx@D;YO&8s z_Ed8grBM^o}YPr2e5kW|RP;2_D;G&MDmX?f`QaV1yReYti&yn1`hDV|uU zC?BJ>O58?}Yqg8qrJJ*?LVyMIa_v?iKLa!V@xJ86x$m+>R>Pzt37d$!cS(agbmR!h zFj*rm^TsoyN|@N=TgyyVYI%{yjt7@u+h6n;)`m zOc1@H1_~*yk2`Jy2^Ki07y$ahrzEFsqkqs1@ok=r+Fr74;PO(|7MP``ixIo#1GR+YfVNJ$%BVy_`tv=pvoXwi0C5Ea0ovINaUbRNI>cs?X+2#$mN zQ~@uWtr-IGYBhEBH1k?sl8&ed;r2~S6B!s7*y*w0>XQqJiimauphA)WdM`mcLx!pp za)XAY-~!}BLV_e6M|jW>mr+vF)A>cOkN^#uvJvuP1iE0Pm#o|{JtjZ*h^AQAU4nTLY2D#cbxtTvjA4JOCZ)%B-ljaMisXW63 zvjCgI?uD0;zATzbZ1ZdJ{o(hRlshkt9*uAi_dWc)Z{9^~;`YTeo6qumtzz^kxRAI$ z*nhDz!qL0v_57^OvNh)f;hTXT#ii=0)E|mf+nVwh>ueVRVT}>l^A}f?cU=kR^Uu%! z)##;)F5;wNTV!Rq(fIo4V>Dp&e}Dw&z`=GF;>iIFm5hQYJJs@lu?>%TfXjZrY^h`}gjzpKn+0sMK`ei{14> z#53^rk+3ak2oeTCM&1B$mhCnx4wLId;>jHlPmRE=K!2_T2iJ7uUIU5jxj&{Mes{t_ z#A(zrKQL`Hd7i~&D>*~L5F&%uH8nJ@wtDFudKdelp*~;d*tFAh<-5w~V1tm*fZ7qD zC0!3mAbM!6aDge{NmE~MA5Vpk4{13;IXP~{$D4-?$Gm=zR&NyKj5^0$=iCqVjp_~@ z{A|&w%FWXgEmlk%9JB%g0t2l%ERZkN6EN7`sH9qN#uG$US)qpf8BtAUNDOK(K!<6T zEt6AHT3%aQ%YR#o@*zfv0pSUOu;HdOYM?wHfBzK_7U17<8={^O`eMBbpg#ho6UsLQ z($#Lr7bGM^!gp@6I6S!%1hqhH7;q(sdl|t5qqGb5AlHYy$Qtx{o|}ih8bFdCvv;5F zVV|0sdUW{qR#dR7j~{OYR|tfKlXz6_`fs8~BVpBE3SDIs*HBzsOaTiS`T5h^*LOLE zhmY@2=RG_siYF+Y&v4-FGM#;ew;J`JuHO^4pd(jzv565yN(o>yc1B1_YW<6|@1Q$S zgOjPgIIDuI>qIG`8waU?V6qe8m#{&IDzDM*AZKbhUjrlX2K+@%g`}3Cxpjl(s_xMT z;sS{o9qByiI`(E8$suNDio*eVazYsV1fCm7*&!e4i=Y_qzJ2*0XM<3{5t1WQsQ1T@ zSCAS-&sOiZx6f1~Tp(z@1U+J3;US|?lQ&9Aav){I-{LVfvavjvD-ghr+&k_oQ=DT&(J+9Yss?bn>4I5!6jiBwy4fc?07h?r_MsN*+CWlw|IR!2wEL z0=x`)C=kmC{D+FN6D@ms8b=uOh(fc=$jBh!5JW(E@vMV zs7O>z#%*Rl+7rO*(vht>Xa^F=kg4c*l$Sp(nbc|?dksd(3x5f$%^L)oe#1ULDA~ku zLdt}#c@wco;rjq-G6P%gbR01xSvV>Cfnp_Yx2ursNRp4@3FJ~zT1tZIz?F7z%E<(H;j8;>c$@01Rc`}Whf0_GCK!sprWu<``{0j~$E~*^q zl+-hCn6bb%;UowKj?HwqO>!mc<#@r)dJLpf30o5u5CVlZ=<3k&v^zIM?QpE0NRo@K9!6H}qXX2yaZ8+?1FB?1 zckQB3K7INGbDd-Wu>x>Oap}(iWSW|r`9uAqX=P<)FE(eaKz7;-;fFdW=z$6#_esy6 zv%N(Y2ZXgQc{&rqgUwLu9{yOP_5D38;XP)<$dj>gO% zI(o(@b788RA!vj2y7dy48i!cl5HTdmb!^3_6a(SoBPw@yE#-C{St2JV$I7gYqL0cf z2g8Jsi)%G}7oUjve~|MxRgFnHF}vw0hVA)IM4s9w!Y>MX(wgtYf*jTBy4WKs41wOC!YNjw``@Q;GTo`fpDU&Y3JH)$5VBm`4MN^vI2%L z*kNG~@$nqUi9&_>Q`)7g(J~tuIg`_ay9zG_pTM20d_GLZ$;LR=d^fO`AFa==w|27fL zYvuF{!Ek{NF1BW?o>OdsM@958_~3kHPx1IMd*WT6QclDuu7=!r)X4r6%IXKeN4-MV zwK+M9E`hy3Z4`>^!c>ghn6kYrFv`h*0}Yat_G)Kp)`|lpVtVm238SO`@PD)dkds-M zG6}Qz-JWiK>s}=o?GZ0(R)grsbo;Tg&n+#lf&38SsC@HARr{8v-mzo!B<=~>?b%UQ zw0TYbr-%b{fXXQX4-oSiza-2WIooF%QpJ&LbpzRj6+x$wxO;qqc8Mnvs0sUyHzXxF zsA$R}n-C2{9PqpXQgbM?c-d)a1jLI0xitdev1@((ntJ6L!TtF6{3OsMh^8w54t*id zOgkZT`w9(E1je9K8%!oLv5;w@dl4B>Ut9YM>>%_l_C}!gKUXu!f@S{r@nbb7l(&rm zyr{cI2>*Y1cT^1N1;`Tdtrba+9#IGz1t+PluBK3g_4A7%FpPFAF0jK6BqkqQ%?=rQ zf>02#j7F>GugFKFK&>R?H$qrg3*4dhfGr)mS|`MJhXba5p>D8@BwuEBgZLcd2ULlNIdMU5bjO>Xdvsp(^!i!cwUl;n0l zCh4#=H#dW1mf`}Bv=!&2i)i_z&kW<)KrIv!y`tIvBD78Yzl(ba>wV69{r8k?|EY%lo$|9 zqxlkC)xQAH*nF?yLan~D=Vt}l8R`IL20d92cKPX68wG3d@Q^Vt#n^QsB?v`hCA+YG zD0d?)@Vh&2mN8IJCQj~M!_Gc=aUu0a*@yw;Hu^ov<79l{Mb1_0b|3l?kzhkC$KL+_O%SWdR*=054&|c1tHv{SBn8i( zwXnDjFv!Zv`p99p9j7|C6ahoNq+JfMGt?^gG!u#^;^k`m!h(Y2dN$H}xe9Oo^6u#nQUr4P`VZ^& zq|axc@n3%zb%Wo+R$nz;- zE}BzY_*6QE8VmUQ1r8I~WpYUxdE_V(UhtHlxy9NgUrb2^(KZBz0j=2|CF2&_rxGQ@ zg{uN`(Ym|23JVY4uDU)x93gJ8j`F4cxUA-$OCtdNk~Upe=Vt55UtvggVxLs(Pvo6@ z=Cy5ECgBr>MSlDXNm5T1^VU&N!Amf60a>mBD-d0p#9N@{5R6+|QPB-JfOzSHx%*HS zjls>QhVq6#q?;Zgn?m5lAy!Ti($DvU#rdU5xJYoa*}!#lDZ%$7(F=o<1e1^f^?_;{ z4PhL4GAo~43Qaj8a@xwUT@mfgd;n zwFo4TR*tG({_&YQaT2AZr1bLaR}&$Q1e{1@d(sB&7_Ol|6aYMH;?gkEkgs725^;WD z05NfMGa&4gotM{*D$rEqAxqpmOux`(dlY}-bpUR>YHH%ZW(7%)g?)sffWm9=6{1XT z1Smx@Co2@`*K6C3KQu(ocO30n3i_{Ec-jV81ER46unC;NE){G$s4|OWLn7W6lgR{; zBO-^A6Cx1Tg)~gI)6cEQ>q3+YfnTDLuP*QgjVEx;j*=vu7lu|=A%Od2j|7ZIC1>Zo zNZ8h*rU6n?Q)VUx$s-^JAW|yJ@r+1VYHp@KrMEsV_9kQHmcVR+wsYX(ML`(LH^akyQEW*Zn2@QE zkdTr+xIQlgjd9Cq=jykzu2};ol)l6D=W1e&O)EC8&Vw)Gb&E9~+hu<5+xkL)??4O;tz1+%- zngvz&d#%V$KnP*pn2`d5pVjX=gUv`fO>DMZY1?6%?Gbn-c!}P9JrbQCI&o+1q;3|LsTi8p%kJ7`=)j^oy9smRw)PJR|vn$D_nzjZyRbk$YYwQA2j7QaMH zaR>WLOi8sCahn<5EU#;5@PW?qEYk7<)s7uI{-;7ztuDV+$By5U4R69avW>VPHZ^r8 zc0FkJ7cBcruwDMYZ-a0~0~ZDBDjca2rkk7|TYop0a~rTSEP$dZ6a*j72VeC&ba%jv z^-uHRhTJJWF){I%rS*}Ej_D>9#2hHGNa*~&@)-}rJx+}>$p5(yUVeuEV$MV1Z%yuB zqc6Wtjeq=SH?^PN|Gz!q4cIs!gS`O$=x(o}uyF0QE5?!(Xsd~fa;Ni`_rmHa^yWkC z@%N7giNO$&|BkRhFa#1KR5655Qs$!QdHaM+iJAaT>f$X0Fi;Y*0tC0$h`0J#Hm{_zIZ6UsRL1HSu zzJ8l zDc;>u*v*d*b ze6&kGZAgYJ3BfBv#l@lpG}3tfU`w(RnuqK}W)aH15)_TTjO(0xb}0sPPNy|4#Sxg801X0x zPaDqZ7P-4!NqAgHn>t~Q-Vylr?OTgx0e=3mDu=ILD}~4|l?sW%(d)-E1`)MTMCwJR zRvU+CdN}xi16Eo-OcjqS{LwPx08odThfKYoHbJIC_Z$p%>GI#!byI1B|LjnnF!aDX zRw)Sy0jQy6;AS!4Q?W`S|DV-W%fpxx2)`^?NqUa=H$t8 z7>-03NrP>uC{ILH6S(6x9}X;6Ktj@WJkj8K$NZ4PP-H$fgQc15GYOYAAaXxi&~mHIwV5>@R{sZNaUsLCXn5AVv{D zD@&(iDZ3t{%W#3iee04H<2mce4O4F|K2Ldi^e(fOo{a+b`ii}+s)_-0AN}IZP<~_M z!7(@69KEl$IU#zD$-kE18&kViq^|Qs^aESS<&NSXzHVEOKh*mkl*FY2UoB3Dyda}k z>AXfS75;@{XhuVZigM;2WhMUbJj!B7j&kE1l_2@`E)`EQ8TLP2ftPGhD3!aHtRa8i z-C9h(%~SuMFaPI(kx9}(Aq&Vf{PY^|mtY8=6$saLrB!U0t+aW+@8?l6qiZ2^VF#wp zK*41DXhVv-*usdf?8k!*WI_$I7>ZHM9$Y@z>ezi<1bZ5@r@uwUz|;)J(usind90#f zqWOZVo*w7-hc1?_&i&7Ae#C~CgH#aL)~4~aLxcJ_4z&NEmR>JaQ^7-Idtk#jw_3km zZPV$)js=ak8AL-JBHtU@UAj)%*$zx6_gD+^nO()y3_&ni${>6f>Rupg+0S~}rwvx< zJipI*|I)F-=TDw&Mr4i)=@ox$^K?%d2L%xXmSqHkT*x>=7D|(lnc-k3wz_iTnuD;y zKb_;=X}DirKL1zU5mH!&?6~kxOKeEog1zg28NaoGu@}Q%s+I)tVs-76;$< z?Vq0(plVO|aQAGJoj#0rLI}A3jO-|V?7LxI+ynbl_(i{Z3LCy<=yLzcOJ6V-9gLl2 zy*|?C1`DdrlS2;{r-MXm$kx;{r|%Egk%#;IBYW6maTcMI$h{T_`jDX6kn#^4B=tH@ zR)+4V)MmJQ$PHUdV66Oyp`g* zpC9af4?IZAR>@$kpA(a^LM zTkbYEwAv`OA|RD!_{u9Ds?>{o01re8QY1%9S-Pu5-v?1M?6VI4gzZZmj(yMK$fkhH zRH>Ln*s=k)1dMH5|&9giFxbKfMoA9>RU=vwA%f%UkdQSXvU z>*dDNc&AFWWA9_%t{SP~pbN=4Tj}?W6leF`(d{Ciw!*`Py%Zgyw>Z-IIwm)FFM3R< zRbo<75bzCI6=NOyfr9(Uta1*dq)JcX4I$HaW#~tJ!Xb% z+R!z~EGK84>eDJ(hxyiiZV}6=9JFgg(Oi#k4EB_fP4N#VxFxL(v3HjjNQm9k)U+1w z!N~3omLh3)k~woNg40_L+sPPv7RieA^P6gJEL?*&ON2Z{(A}RV?O0yf^AjzLoo-|) zG_g@7QMmwxbbmO=(AKkn(+8V`NQ(zcPc%6qp5$<@8VBqO5J>ieGo|R{nopD7^O+)T&`7@~p z>Gzxop9u>MB`brdp;7~)xca?jXB6a-a3v}2pZ@*S_|DXB+Ef|p^XJcZ;Z+JjWG@=J zqD*ZT6B$j{lR5q_?8M_t2<4S zbNdpeW*UngGCYH%qxb#k5QFru6AxU@ki!l9z)HOIQB|o7YN#=mc`ckG$?=cso5HKW znJ`SQKaLm#upHl)R;>B^p17BsT*ig-+cX*ZTGY4W;}McJ#!L9gU-EHI7W1c)7aN=* z$e`HFhmu&Fixe?g7om6V42?x#Z?0%^{@B~zPtRK{lUCtVJnQx3v<-`<%7nWT5|abC z=X;gNh)>BbeqWRaPVDleruV~X6qUCF*O>gMiye)Vo!`Cz4+nyuB?2RxEDOdz$%QlE zV5u!DQt1XrAtZ}zbhcwr2FQjJI}zPbPEGUNB6pu-Cga-*3}sWYVw-%7;;~0$j!d{x zC9Oj4E8zCAz1xrN{qZC|KHiVrz*Ph~1}9$MVJ|PAVbvi+kH8Xvsz`oi6gT`CWsC^^ zb2pwYc@>e6-F6&~a`(%+-Q>^zGCC6Q1|!>-X6<=1wA*O;&DA8ApyH<;4se(FD_WYNZd{eJ8L#x zfkyG1*;xEG;)rm;ZYUKjFletsA639&?ib|7UoHjA5LJ*bg*O zX(4!xyKOC%HYuEVnNkM%Z3EP7_oMfAZ|CK$k?h9%eawN63Fs|EiDOTfC)eP-rTFb5 zl=w2jIFKManNM(mx;hKN*`z8#eADb5!$&E7VHANFvYWeOs$7EZ^fLTv|Em?LyUs&d zO0(^G%O@-x5?Uu-H9Ov~<(csN8&MPi6U@Z!u0Y}7yrEnH*l_7>GC6ue35kjQIWTzf z5YTz5Kbu8yG3*=Jf8W0OoCvl-H(f|6pgYY>&Ts%{_(tf=?{P)$P%fNIr5h`*(_vg; zbPGYxRP80lqU<_|lJk375VD1*{`Y5vHdaRI zGO^=5sFH$oa%@ejA4*HmCkCZ$YLa?TA4#f4`6&~15G z)uVTwtd`vzXic;DTTXlmNMm6#M6HE%&PN*=@pUq%j?2#5!4?uCx0co6?(+Buc{Y`- zlf`d6;eeK7&Yb*fG!Fkevh&tYv_^6h!g(1-7O}~lEmseR@O19hr4{Xpj|mRI{(u3s z4n3i)$i&~*PQT=&;(e!YcSoOFxg~xu#fK?pf{)PtxvzhrP_5Jgq>ld> zdps=hN<45%l~A4_VicUn+l0XMEyDwvxY@k{qPgVkzzed82}?Mz7m-uf?@}H9XrhgO zKs;5_vhJi8H393b@i&@x7Qggy3H=JedjMoDnEFi0MI4e0aP>If#xRGXST-@mq?ni-?7h#*Xe z_i6ReSGY^&2l!3Zg%`3S5*7$!X!wpZ87P@UU^Uo2DNB$ma79wR43v03KS%HfnNKrF zCvaf9IN9s%dR~l--GJW_+V!5uZz1AUFFyFv0#4P8c0Zz<#@L}Cc1(Kw5befOPk zhbEy?dY9gb*#O9vYZZ=#J(!rso4mNuuy9J-uaz8o>JD&IZm4Wx@Q{7fd?IJ#sm1Ke zbH93{%D4MIQ0q;nOnLqf@cQcguqvX{(`_Rs@a~kkvD0aAXizf?nGB{%*t;5w7RHq( zqHrI-`WuJ4*~kQyN-JR51fIu^>Lh$Z;p6g2JZK_IwN=qzPZ1<3y^KC3UMQPP$<-G0@k!F_l9dQ-`G z81UHQC3(=U5tPIw2wypBXlYeEIedG}0vMWrTkNtpF@TcE#FX~W2peB?v1zrbP(VO} zTm#U&{_r@dpQ|HXz&qjT2EiLI&9>=|MqYt{eZne`;Nk_qxIZj`b``P9R2kNhAP6U3 z1OfHadG5z?kAN5NWuypOz>9jSC&@;O`;J}yr|=@+Y#NZiR|B**aI{{iq6aQeJmrYUb7MQ`fz9~U#F+f_ z{PwJZ{5NCT`sw=?XGK%?shdr^hs~C`>rNy#-fO;-aXnGE;FRCe{oX|P;Zf)3=a0@$ z-*<2P{F-+yyHgr1vO*?mg=ZT2#U0Mp�&tKFWV&7PDmk8d`E$Prg~)tI+3~;I~`5 zG;5DIDf@iciatWPJKUe*zpJ_A?*AVUn0ULwh39rXborSh7rum2Y|qM`i`L@j_h&5Q z8!g%wXXZzX`x)frOGO2u{F9&OmM?kEP$?|iSp&%v8ZD?OXC9!- z@@3=e+0G>ms`@(mDJ`el&o~JR>ug|R+Oh7XpMyaAbp_MFv8oQ;Dg8N{D(?Q5Pcyez zboU)eS!29};_CVP04M}}DS{zq3+^fW6o1!mkvACQ_AAhRJhLDq{oMRhK7$kb!)DP- z{+zEe=%2>;<)1P3thQlsAVd6LM#=vxjqfB>9*TJcC>1soM1L@4)dPZxfm`b%goRB` zxxWDU+Q7tZdR#qWJ>$7;?2$zr0?H@z7mo}riajk79zOYb$Bb2nGyjyRv)igZzdh5%j`OrtOEX*KC#!(5r9CzB)D+JUo?@y;hWE10 zZE(5Vgf7qe@mrG~0Wmy3TT8ichcx8>8qxPQK}3;>$)=^G#rWMfF_EFb?!I3- zX~qf#pFaMz@(V0kD3mWRj(IK}u>Yr}ub-9oXX)o3YoQk2cVp41=@M3n~^z zn#&u)^>>tFF-~#NXct>*sj4#JdDbRry)bWo>QrEn<(3iRUYpXMIjJiCyo0r8<=g)G zqhLp#@AocQbHeI>@OUUPmyn((GvmK3BRA~-_wpj7o?xPBfEdN#MMt%e`5X}u?0;-b zhG3En>#46o$Ls+cq4slMmdpA9t(BsPc0(5l1eV?fa+m+w21$uv6j*u0X1Z4zOvzzy z&^FtgRw0W^U@xSK9>2gYQ#YT|!Of7r07WlU>rRDK*l_8>^U3%B-(t*i=H>n8%kC%OB|>CVKwx0^{Yy1(vWS*K z1Q^23pk9_kip*6-oqfkdl_ej?x)qHL+}0#nQYHI$b@#P zfI!Vk4W@BK;a2Yl%O$VWLn`6g-obxZOmU2+1R4%7qbXw(=?Kw;ARG6z@Cyi-AcHGn z{^8M_1Y@#(!CoRQXliQu@c))t*9&dDNWmMuIIvgQ4^&J6TN&|MSm`0mK?F{Sv$?0k zYM?1i#Pn?_UVozlI<=$2z3p5TS=6!nX!MdKF9z=eJ9kC~YyfJv1a97M?ag!7XGr$-()dKW{*t6Q~bqkAr)3K&D zJ-Md+FbRJvZ9p*CCi{(uFGMA~JVP#waNqlGY)ph@H#9U{UND#y#mS3@{^J7u$2R-l zW)=Qh3#lbG4VFL%v0P;)bKWapt8;hdrjQ`)7aaZ;K-S~JG1R5|mp|#)bYGV!M+4}B zo)rvSAc^&5jIF;?Tw0jBQ2vRbT?SUkP2e;z($rh6LS_%B8~x8_j$3xJtXz4TYOTq! z5iiC4C`Et%KLU)t(QuzVHuBdW2fk5%Jnb6p7q8LLt7Zxh` zRretHfryDB=_6#BXG0)2MoA{twE{}2-sJ|(@r>nBtY)imEZsJx_X67^*{db zu3jE5OO+(u3MD!kFW~}xz3-}vw}rvB+KY|!EZ7Lx`lHEh;`6p+GSgpOb$#i%x`;eF zJ6t4-w=CuUWn?iL4vzjCM@ovT1#dsJXkNaGgS?+M09KT1ZW%$|7kw!g7_{)F9a2S~ z7GzqWGUS>5R(|7Rvp+0Nb+N$aVvy;~b5@WX-KT>!G&EeJ(;$w3ea*aV;LdA5USB@G zzB|Q(zxCZW0dWm^1sw&vj-3a-mu~9bbVJfslP{jWIP>$VV`78u(!|&IE9ozFxqU0` zxXUsux~)AtY?{&N*cqQaqYmFnXVZ6Wqm$<5t@b~aQaE#7eqc^oD9R!yRE^(`X+Q?M zi2|?-qzp}?FGCpGDbWZPCl?nwrfM7tU$mvcdJ3pNCbh#IHh#mos6Cg?x?PN5=n}X5s|ErP#OwZkyMhEGMZ$jB-T&+=ltW6`#yK_{eC|0_jSFl*Y&zySE`(?yX!P@q#k_{ z?H$yj@mV%E<)^gU)H9FX#_u&h#50kRq08Blo2Ib+g}Os&kW(t<+7NP7qp}U)^T}8N zACX6;s;3QF{N41Op-=^&lu2D|JfpAR43H+2d<=H`?*V*nPE=-(w7+FJBQEeF7mU;$ z8+c{nJ(QEoMrQs#_A@K=Kr%vry{>;UTbnWujotS--SAWGKLG=#Ql~ZSOcSof#7q!G zIMxeCcGrH^RLXzs>CU)_3F*i77ZU11a{crB*PwF$gY%ujlt(xz=+FIOe9u`2N)(n$ zKZ%aIFtD{+yS0yY-P4}JpB>J|DH-aomuOa?VP#JF)zqI?|Nk<0(xgd(&S%17wz*@5 z3V!>Iv47sKDtf6|a8$dw%vf-PbN&;Gfvj1v2XD3!f7;w3rLX932=WyQDeXYdnWuZ+ zP*Q@t3wqvum=YwLERzjK1#!3)Yh8g4x(}K%oH<7dNS?2s|Y$I%r)awV|iIk1#^ZxnKUT>u2idE zKz5IwA-Imo!b_PjbR{E0;;y7Q_SV)#+Dw0BYhugO1204b`?9y)I{G5WJRj2D^cJL< zDE!-+E!_Ps|J*TJ%tAa{h?eu1mseq7A&}(n#aIQJu`PX$8;&gL`9YYQ@u{PC|7u}S zI!$jxkgPxqUbVr81+~m4bLI=(lUvsKVWqkGFZHN=VINHWSCzJFktzj7{o_Lq%#AL6 znC1MY-ON)xJqph~FWKcR)toACpL~2zP55_utD>oociv<1{#!#eH~%_oJ~q(9^2UsG zgOS4X&x%&7jEp*%X#?Q`wa$n=wT}vPIif=suGeg=ICl*88;9IY5dnq#DxYD;rYIp- z>5VYUTO6eh*LP(uUa>+>P}!o-q@;v%)S##ft{Vrr6#EO9wxuD@lgZaNADgYUA_H36 zo^r}}8L>X|!eFO@-A>q?Io&Vs7X0FWhpX$;ZvTD0onH4~AvzGhg09`U7*QGUVaX!- z@7B-2-psWr&!c(Sd1j78Y)BUER=6gv&M*Is+BF~YI}NzI9ba@`b+^C2{`G(#{=8mY z>uJ37_s{%SGY8$cE7+@VXKV|@e8wITZ1dhW?F#uBA810?%ctg4jyd>bG6%8B{@Ba` zMv(!;`Tv4_ms#wd)IwWt9`pI4=lZf%L==zKT94yGf#mQ)Jx!O%kRhMQ zz!5etx7uitwOD_M%e@qatcpY%g4!Yt0afA6q#i!vQkm-CqN#zd+5vsmYOod4<}9i)#Bls9uXc zZO`--!IxjN%}VQ+GCX}$RtGLrg_S2NW7EL+f+Un`Ory$>1Do}!054}SE=(JRuS zPRfDLQ|MP0iH9WUUS5*$fELONWWtUbcG=cW>g02@d^w`HuRa?Hv{JK22IX-&# zV3#lZI;{hLSBgVDv+-9Sx?;Z6N%JTNg$C`9`IumvyS6~@DSr>#aJ!o}QPiDuz!*AQ zI5%#{oqiDALL(7dSLh==IT7FoiwnzSW-^Np!k8HN^GGLmbh+8uo-tfz=ihhp!Ym%| zc@67m9Cu-GhhZRf1y-TJN%DL0^;Fy;Vu}8#WR1Fe*KZ5?aPX zJDuT0OVLhWgUbk+$k_eA?ZJWq7t!z^H6Psk%a%OS7rCB8w%!O`SX`%Sh12rd2{d7*8|cPk$(KA#Y+I8c|Q)uK5RojvAC zCX1+vW5Myumq%HCi@Nkzu}Re4;&VJN$Pr|wNaXzOw{Xa6YUA{~y6)Qj{3D3nMO7qT zj03fPUcH;i>eYk)0k8{h|9Sh2eW*&esvp6XSZNw)Vx0?bE7G8k&$xss{4*4*NN(&s zS@%zx#Pel(V>N+QrJvezKMy0Oe$){e^bue5)2@$O98i3S16ydT-MB)Cl!X3yN_kv$ zRp?0RRlnb>$$V_x8~zs0-oYYd5tv4a&h>KPDYYY8&jAzP`6zmnIO(Hr#PufNt`XNy zJ5Tfx=(ss`f4!G+LUj<;%-3#5dwQC2*z)e>wU{Fz6#0;y3)6*!uoNj$90*fXY0;+Pi;Sx@=igfN28(Ee~(8D>X0y z{QG4zGdZ>-E<65j=LhY$V>BJ25N2MqXe#Vqrun$u(3N;-sy}iInx)8qY;JP^$@&M4 z@*f0#S1wNWjM`5pgc>B^c}ez|`=2DH`gYjzj0}7pDGpHm7KARpJ>y${UHaU51GHV{ zW6`wEwfRrpVtuz{T%c&IkAFw|wAMUWzFDpN;{bv&iGn%@*?ChrN@7F7k-phAv1)oNU zuSKVJ@@}x7@rVn~>!4~@2BkIp$+Ivf7a9`;x4Cjeb7)&ZSb(W{UD+@3ijkdT=zf@5wOJ+jP;Ae$&&$VCRtqUe%Du}DPw zWzaOu0$YIlzvt3Y6ZPlekleeYJsxjr{oDGrr^f<%{tKv47Dk^=1h{^kr9HRWdU2cjjF(?dqAHkSi}*&8N-3&Onf$2zR9PT^50DSp-RLru5*c z8YPYoYEs7SQAdn+F~HQ7IsV0C0~a!r)~fw*m3wOLs~aeqqPUll%w5)wjNEd(jBK!Y z>C!j5j{nh~GM`wJ&A9a03uI3=SG=p#T&K>_sm9++K5!?pOWxGXhMk(yopQ0ggWk3Iporq%4 zM2%BnH0A3-e2X`j6VMzmkxCQ2M*>@>$A>B*IaE>-S*-TccH=?3O94mf5CF*^R&d?W zR1>BBGH(Kz<6j6TGz*PTEG{rb!29E(b$q||oVDT3ojXN45AoRF-}3ON^={`PdVcbP zHF+tTim_!E&lNr!ed8#_m=H9T?x2`l7rgtgH@&|bocT(=QRoMf60u zuc|#l1Su5z-r@rbof!w7MHvwy7xD?miJqa1jPcBRYtp(hR@$;M{;mCn+giN2(er}t z%^4#jg;0muK26YE!b5*LHwxphRMGKsM^<&zt2Xn+7Os9v%NP-B8Tm@#w)7L<$IA?e|&C;&XpJSeTOUG=+JHBfCuZkL(PNC-D8=OlfM!Fcjes8jhgnhnzfn# zsJWllAB`nb1W#cXS`mNj*a_pAT1355+6v$zW1*v5N|ZGGJQ7vqX0=G&fj_{WQgc-HEcp>S0yRIXy=m1gDN$awUjf$dxR z)c4%ewMrxe5gmi@>?i}&84Bq{(9SrB^D>K;5(`uEA1+QOviUMOBIFC@V=hJC9oX@J z?8e|Pgp3_^Uk}^gZWh0Xf4hS!lmB8HXztPc$Bs){#+aiKVB83_^Diiop&peFQ7*#o z`vRXlP*5dgrR~E3xr0uKpw@#LC>OL<6FF}8Nb2}eM2KKKpLT#fE&^7fm;j9k$k!hI zQ^dWNUuQsNHH4b+;?wXnqXakl*}eK@8B~px7>P*mB=#$@2Q3QYxZKj~n$8~^Bi#9P z(a0#HSrli~C?1xGuuDu$B`fc54HDY0n)veF>9rMMUYEwy>h}mPlkx2AfN`n&A2{#%$RG{ zn%Dno%>*6qNFRDQg5ytW=I>oS5cM!uHsPf9_N_d7kvhojw_i=Q=a?=rH$Q*p3Tpm%ooCg0_I~`t;Eibs;w2Jujph$>m^-!Z%YhtFP&P*^ zn`pCGf27cx-QDtWa%-I#FoDMs0rZRz1ukD08O;Ua_Nb8~^~6NQ)W7ena#RA%CE|$H zJZ^1#YzN)&?Wsb@-*>;ozb;02mLtj))H>Ra^Lg})r-W^3xfm6Yo$1k1eFsDyNot?E z8l%55uVKd)a2kAJwF+!WU*bC=3$~vKQE}XuU{u+;py>1#b+$=;O|{1@--1+ z$jpA4nM8pd){aibMLahvv&RCSpImUacPG}IGx4hjBnz;y8u0fkK z`XA~zwQ8##>M>(f6nf+0D&`~}n*?Eac-cRy-rJrsdNRbmRZ94}XFk zaI2q{INIUaR)4$S`-xp{Di-Z3sj2u-;!*$H!juu{Y&g3UrVWig&oPO}F6E<$Z7UjF zm(8N--4GV=%d^O^$x{UY$XDM=yw zvs1xp+rfg_NGQh(WHBY+LtgUF+?Evt`@1>MCv1x6a{qhj%U17PO4a#@UQ>L4xMkNF z2Xzmo2>XXr_}x*f?BgemF^?TD4nlm@v(eMyY8?6MWxTKL1Ief#D5G=uql@*+Emr;| zX-*SL(K1q#K48sh6l=WDQM`C8vyz(P1Iy&H5gV-DS~U`UnUU!|c=ZpHO=ytIV4C!4 zwHZBbcyq%P$XOj2aIvO#;eJwzWVq4!)8L7df~J}pcy>#VlunTStj{n)?%8z#mKg}B=SI=^_AGO-#*68J4@x3(uZrz*-7ou@%ZunZ? zTY<~NZq4L|4YAOu^# zz`#JZw(VYjf0;XX@9LgD(LK_1wnH zA50Kl1K1egFweF}7IKNtUdMC`TGcifj0ivEI$&)Z*+ae$9z9~6qW-~1Y)}&>cE8wN zMQ8YXk5#9yHv#uXK^631cgBt%xn0CkNkpj(WJjuRrA*$7wUIDM6pKQHaUtG9)DiPO zg)dSSBh_R@MK!hVxN_l8Ih#c*7+bU9tA`W-eg=M_2Y7Tccm|8QLU;qMq9%f+_U0dZ`-v?xEhEBY%Jzj2}R&Av4TE&F!DSv|G)JZP>P`^ zmJ8T3;C(uB&aQn*T4HpYbu5?<=$?+}P%jyEazG$EJH(bV*tk$GKL*(>Uogod5*D)Y zto69rsHEU7EAj#&R@v^H@NH7ruFGz-lwSnBzB$g}RtZB&znbY5|W%DO*m zWo8j6K`6=rH?RJxS4fc6lW0tSg8doG%L2#ui!c9-=Z5g_$1aSaV<{=hnMAq~<9Gg8 zf>+M~Yz>6H0=+q5*T(&5xA*kX;#yhF^Gh!;=|c7`JcE%AdsEs#mr2b^zFt~ftf;MR zQ8DH-e?QK2Pxu_SJX-gNX=O%E#g)T2FU758qw}hQxPmYU7+@o3!qHf2o`6Qo17W zmS3}Gjregw!Xf*F`i@xBGe~qfHJ;EYOvh%;k`hiCAt8$Y{4THr7G^M5nn_WrBr%aX z9!9Wt$**89_Am989;D1F&Kbfm2Q-mLyv%>Nci{i}pFylxf+XvpGQ=7x;UgrT$zU2o zy8JTSZ+e6*Xvy7pw{G?19WbQwv{Pr{#)Ne87`RNlXP}WVF5erbzMijx=Zx5c%AaME zM|-Ryw>3BHl+yL=%g!6&cSQXw++D?PnEYm^w8nlvCTNFjcE|9o@k^;2j{02sI-0uU z+0H2z9$?Hni>$}cS6hc*w&xOBC-smc9ui>2_A4Rgh!;RRWNr|VIb_Kw|KQ-BjGYTF zbet8jE=vTEVZApJKVl{Big4CvrJDnkde4?)$J^Yf-Cmg#lIM}h?cr64S#rchPq9e- z_U#*D)@xseEQwwsY}mQx!oj?)^Q1tWSo)K(FPTQ_NB=DO^{e}#IYW=OeR4(JEWzDn zx=YpEinY;8MzIkDv@XxZ-N&aUr}{!;hQc=pLsk5J_KJUHP!R*=iQwScufArUwMuw< zPy@}Q$+w6B2fXhFJUJ}C$$B-xR$pylZ|*v~$yf~CXOjf_FY!w!dm`YSQ zSqN9PkPW{tv6%O*ZPn~>)?JAmvVHriyd8pXgO|6r%=T06H!$Up?b-n^K;7njVR!Rs zM*dqZjPE5o3D~#Su_DhrXZL0ieJJvUGc_*RVhPjU^&hJX+@0-DOnkq5+>Pp-?CgWD zT>2N6rl%UcmujskTP*BrEG;chPu)2R(H>A+2y#{X;rih8Q-nPO1_Hz-rsJ@hW=j zsJnDymG#W7nECQR?GO5pBoB*yu7>od^w4Er(Dt~XTrlvNBTiRlmlg?BV~a~uXFLDf z{>=YNto^%F*Br;)shA?&85d+6-_PJ+CVVfQw>mmbAdu>V2Oh@8-UNALf9Y=fs5wZO z-_IGSFTW<-?8=$o;MS*Km!WVv&ld9;)2DB+w>QR&W}v+M;z-j1;pJ>(}F zgf{_2qOV+e4zgH$&8!-pO4D4^Z~zoDIqC;n6pJ=#I#jul{^_+71(C z36BO)YDL^~X{fQ2w7RI;kox$}%*JjqH8wUby5F_$sGD3vrQ~WpT`sr&yffDOAs}WZ zIFn~s`(MAzhh#QaWycFl%fJ8rEnf1VK`#KJF`Nrl92FxjmAbI|$o$#J8P-^V8vYdN!F2Aj})5oIEu zsg7>_3ooAY?AZ}QN1r?!g{u$=;)h=3@tl8UNBYc5Z^2zhPEJm5)22-;moLxy@Zqd} zr1-9^=lm;g?rKxlYDJj6bMxj}{D|r>`msCc_S~|lyxUTJV`E$JMER!&Ni-LDBrs92@@&o{xFswx9dl)H;Hz~wryXy+6y;4 zozUcu_0>4vqerJ$r}yGo1>!VWc)!+0F7OsMeY9o#@q)8mzWj9O2X6AmKm5$3#WIF9 zV;y?F;dt0>*q|B{{jIpT^9p%xF}0Bkn>z9zY-bDKsb8$%*6Z3JE%|iI>Tt*MBDkZG zdcD~S)}hm8?yX-AxXItW@9>{Le=cNw3G1D+UcU5&-uv9?-UhjrtywJ=@>$Ooc|M*% zm=bR6!rYhh)-l602w$%qUGOFm9$=|EA2cy`yY26<6~cHGL@}GhcWByGY|HjERn8Zy zDWQXzpqYks1RG+5P2(Sfh=jc<4vcWwZ9q+AE13(*ZgQ%!T}4$vM~+>DhsbrCw`{q^ zv?5gFn%Hygbl;cb)|=Ah9II6KD&>`s{)OdkER&fSOL#)?inU#{{7c_bKM45EQbAFf z5XJ{?sht0na7Y7XI{Pxd6cr8oa3aOX#X9|~Qp!hR!iq^F)kz{eelqqx0uTM=$84AjWI}t8r40Q|dd^|Tq>v1meh~=7I!h;cbn3a=rVCA)b3bMGX zU~r!dH2;dz7i_;+<|ga}FPmK(Wpuf&e6a?u_w1(>j#fAt^Os^K-GkK+q&y@wvmDEg$=_wgV?oVR$KgpT$?=`Uq!beDHn9 zGuXPdRh_E)CNFP3M2ShHeqVD;G1>H>*absUVbnElTu(q+Va?*1CQDUi(_g+k#J6B( zwkv*CQo0H%@KO7CAZM;17(K%9ObCrGRW-G_IEi6$23#8;NJ#eQN!UnhczaBT(EC>{7NQCawf zMVO4Q3OGXlU6nstSdCa&LvKQdZ$Puclb;kXzE$sbOC$*F#@A5uxEm^Z z;%`)#?kvSi##c^NtE$`0RuvS zO6Y9cpn2-f)~wjr*tN7cHqf0!b1SColQ5$rNI*Iq?p&+(^89)>@WowTGp-M-W7vZT6q`Zgs2E%j=b(}EKX(qL!?URc82;1mP2`NH3^WK`VaY&1y)27K|ZziQU{qeG^%iA29vyVo}7nCXZ zxwNIuI5ZYp@7Xx$iVd$U0~^LtBT{*Pg+DfR<1fA0=s)`*lY5b4ojA&1sUwr@D@!w~ z*nS{N_5t{Ewmi?w6q~u&GP;+Aj@WP|Wn^^WeCw=TyEb}ySH7gUS#a45Mk~znkGf!> zuH@#_W)^M~!YEH^=1c`1-$8b3{afl$QeyW@ow7T0k?JDk%u>2*_7iZSKISf3)QbT+ zZ|WO*c5OvaVAf1Zwk(@_TuAW2#?BMtQ#_qRO{4WcpR%btSLk6mX*9@fEDos`mGwxC zg`G}r!gfw@XtW=L=%Jmc=&F>#%9LB&Ic&8fe0`+}_U|8ic=(?93dCA0QI?kckthZq z8r&N`Q)L#W5i@zt4$hb77mv;zi~ zV^3>I(Tl(RE^3prgoIB($yGDvt+`PeJo_>mTo)3jU!9$FWp2;2V3C%Jq@FL*)4y}+l4gL-DV*ZEPVhaW#K>JI_vjDlwdv7M6jm?iXa^BX_mI_`@{xQJ*OO5=`FD^1?? z*5K2yye&YK+_!JPaqkvLz`+;!W2%jl+2%4{P3=S5@`Wk2L+{ zR##!kvTlF6aKhf!1;|i)&u#YXr}K3>UNyU-#oh`;U#v`jFxT`a7lO8fS6NvZJ2gh` zc6Xn`{-tlFrPXM(b~rgjQ6Jzb_*^i*5@le^iu2uBZW;fl*b%Cpyxq&O8fn5JzUg_h z=TXPszklCEznWi{!A9SSi2SH7*D+|BzwoFVa8h5Aj6}bZk2M{{{%A*8B41ZJ{v=S2 z{4`<8l+!q2loHHi>45rY#5g~S&mZeCDgEHba$)_=LwH5paUfrax2~)QocRJDr}5wF zIA?Vgy+RV|nNz2RTVo)9jCwio`7I5xDsGIL+LU$4ouT$lV;uagr*>0_!#ab0F51MO zZsl<-U>0q4noGTRJ94F%ZI(a+i7s<|T-+to=!1dzY2%Fw4oiAlrBfn(<*#I;bt-kT zcXvCMXiax0Y)@ns!%J0S%}x`*y&Yem^8uT-KM^%a;3q!e z!0lWBXJfZz%a}L|d{L6%q)w>KSh0;-noZ?%F#f~-TtXn}ogv4EU!W(!fzv~xYgL6) z*wcHgZlJI8nyIt=lK4E2OE;3 zCU4C3vi5gR|HC2(MHRi?7xEqZy+Q1uuC0yR$%w7zFY(&FhrF|4?@auO3&ES6OEphHe!24y zlPhlw^z{pAkWq%tVO`7X0!PnNT%`#_5z@?ySFhHyNN2-i3J4B|%sk1NGa1Y^FIu)N z5Z4A4%c-$y*ts}e#`EyuYT6XaK65CymgvcNfn(cUVdJzS?}U) z=OssNMPbi?x!9gu*+ULQ5v8oR84qSG%tcRSD>^H>W%NBbi6L1XcnzY_F+T43p8((b zn5KXwtsM0aA3yqZcXTX(wfp0%;|J}Uotiptz&yb0l(kQ!KD>LkVe@c00PJ3L{rlhN zb0ncs2&aP1x_bsYE>E?1T~{}?IO{?7z$*(JG5-*C`1kED=QX(nz-SVH>=^|vx|kb- z5m^y1WZEt@xP{tZ?{#7>`HCX~b&{H#?C1W*i9jCC70G&S?QbcP1)rXs-D>2eL$}Iw zJ~R%U=*o^E34b&Ds6`V&FG11? zeh&BUBdmSbA_td!`SOJ7N1`^>S(4`hq!|6@k&k?LmiuV2j8IaH2i~O{H!?Y2aVGSi zCu>Ze+%MG+biQc*{KIf_XcC9gI8WmOiQUrH{gi#I^NHs4JibtR*1<={TgJK$j(qdR z#(7%tE&&Xf4;gn!Ghg!*huZ}k@Q&@>sOs@k?z?u>fE_i-l6xZwp(N>t@1oBZ`1MWgn-ZiN45{kxU}qs!lpNu zQwW$2nU5;yNeG}p+>E5fMxpeaUp;)ph>6ptouiR2@-DVdmrX9hvWU3I!C4?-H|g6c zcU%2ZqE}v9&&~Py=E{f!8``Q%RAo2kT_4<2VS2hi6TFHCr8q*_SWAW-TVyrT-aYIbd)ie4BXkQ`Z7SSS#Iuio^TGcSOIO90RX z9~EMr{<3=iCE%NUafcV+giBFTX*{_~vKgh!Og>rJ@82&`-P#R^5uVDtC>R`JR=Ljo z!gLo2fPP?{C8z!lFSMq%wtpTK{QJ9`mYqFwMt%HvKj1_Wtt*i&k=7b~Dk6KB7|o-@ z(V_HMQxFYRphn`A8*qhJO(VOmy0anl>Fs;SNcXU{6pq!_J1ROwbFhb}L3(BrngeJB zaQp14<9asN%&t7(2R#oS%)(^5;>Vk7tCm$H`RQ8aq@)~@D0j*17vnW8{mq+`+yL3; z^78UbFhsXu_pcVP*9A}R3<$Bu_gkv|kd+0og#%RIOg&62fThWL_m6^x>;~LrSp^mU zO7eO{a=U#VZF4tHiZVQx3Q5%YKv3LJ+QL(TcFErwfDJX3m7!#H3^&GJs6_0?QFibf zCdg||0h2(765Z4y3=y(KpzktS5u-Un}0R+MG8g>%T zkB)Z3)mWcBH4Q2{ z$UU@zV$lK^yoJz~DBJalZl&>@I5B35wNBE{p&lF`K{i7h!hPsKTRDQJ6BW<<`6*7G z2*lxxoEl(TwVRf+H5|xdQ`1=YdPf1v1_YGYzrSxkWZKRja{(A{FPR(wm6ae9SUAW& z#XGcB-Y-6uO>iIDoCOIh-4kw#i?`{o?kB?937z=LYS6-~xS{B_PyYAn`g(#{$VOZ$Q! zCE}Sj0oHc{vz899w$WlttT$LPWqmoZMTA>6T5249C=d-xQN|B?Rzd|JC{M9lN7<)g zCmAI-JG+oCrI(OB)cC^mP@bV@r&C8!(j3WJqE%C&vq;io^v8(!!Sn@lDUyjW`Vpg5 zyF{KDU2;%$!pZ%E?#=IaXwS%&bA}KZO5)%>%q&q>ju1U3{sPnKuGwiSGmfw5mNxV#E*?u*_y3} zvi7yvq92Wf<$Oi@nCQ*eRvQOR)g{G+rll)A_=%;Jp`oE(g8rfivnweLcVkD~oD;eh zA+h$Q>s9fjOhF+}Qtd%PnGYNi#WZPwh{B|r%=T@SyIcz1ohaE#!&YO`q!OyBN!J5I zyIae7yUES$&GH3Bx==(O(Q&r4{JJW`z~_Y1LP7Y;6wZ?7#JX zon}K_o#M1Nl}7t$7#ic)?>$v4Mw1e&lUTcn zt=u|(i&(D28qc2mxS)8Il-lxGbqoxSE?8mM8@?2j+m6|VinsOwAC3MySJ?bly;oh; zjN%r~;ZwrQSCaE=vz3D!R}kdt8XDHoYG#~d5*567h)90hqK8doF6TA#WbHe3N@6pH z)LiXnRckFR+k~htohUWC;yROn;MO?z`raU7)E;6*1@!X~)EGVw#i9f#IH-bDT8v^9 z1bzIk)URUwx9Ff^EduFk#r6t8WD_h>rkJS8iq#0LN>i;#ee~h#l+XuieH?eU8u%sC z+7g?O4T5K`?)C8zj3?XONRS<*d>bC;J1N5%`jBqd@;!KQ`<3-Xm!BD=iS(noVVW^F>u)fq?`(nqQ z_&I;xJXQn_>UyZ{#=BxQnYcm7jg)_k`x%AKER2@gqUa@aCg(>!T7GoEik9XruIBSr ze5iFw%FUH!lyMdTpRXrY$wPL%ete^rj+5Amdx&>i2pVlCh2!c#GWmfyp{nXzaBw-7p7W!NqKpRnPT=WXT5)@L*KXZVeo2c*K$@hpp<{0TXklQmRzv2ZfJM>`%8YP&@VMV%>d~>{w!Q z>r5{MM)Y~{%>ldy2gG*-fT#KSE!P}})h?~9Y`VAenJ~4d^;n4hh86CIVP4>m`O#+6 zHz?xdiMj_-I%QcYhtfU(l|U13x*DvP2&E2~6AGQ|oE&y{btOpBksCtw%MP8okYs(> zQqk8(gxq0v6VU|U&{bkxJw&NE|KfyydsFyZsdbsr%Ej*X!|yLciowqLeL&QW=Hqna zq(Te^KC8Iz88<$Thz<-pgy^+xmd5n-TEAreQS9wxqR>KBSB`cGKK@U{Wlh-aCe$>* zmUlo=$L-tw+1C4|S$~PyGg82TlPCM4=kPmmqFu;_p={a`JBx3f@t5w;sen6D>_Sb! zM(igkDIK_5y7T6Frrtl*5t3Tio}gH{ZemNnyr#Th2o=u26{-0)i`Z|y$4W;<`wC<^ zcwmCC1Ac1@f3B|8SJOOx)BdBrz9~XnRaDdtc>{m;WB=d@|EC2Q0=-ZlVjn0i11$@U z-S1ojs+~|G#S|v5I3N((U%q|wL_P*%%hg$E-Eaj)5yV759F{*uuQzQMA7lvJoVKbT zLe3E%MeByMBW^bL&|A71Et7KD({fbk_n=z-4C9UhV=?L~(sOuFE$ zcI4{KO-mJRvqr0_$?k3!_uwfk$(|xt8r+EJ#?xEW+%vkz14ASbYi(^i=}EG9xt7b- zH8heTz5Iwokc#d0E}w;JM+lz2_atV3kj>*=`w}Rn*7&Y)83x_c%|X!Rw77dHj~F4u zh2P)Z3a zT2Q{w#zlzspYW*Yr_UCllOi__>O47K+y(NKxU*HodaMgs%VnowlgMw&afr7kG*VAS>wIL{?J@d(LgN_T)F@spGk}5w5fVF^&ocCv z=z4_#>IT+=K@$?2Gcv5)})R&ZFj%SPbEUigpvc*IuQhyGRWo#SWl` z6S>r4_n*FW#*Tty!a0s%Eitnd3BwR8sCN2wQgJNk8(dxdv+6N{sB+Dh^60eIbIz;9 z#+;Bjhq}_}xR;fI-s6A7k5iTPdN)9<4gtH*f`u0QIj6hUbVds?3rZo2y3aJ;;y-!P zAxm4oau}7|LI|IfdVXwzC+bMum=ON#y^>Ay;_K#GV#_!0M`isGcX{*Gt1Geh4b^SQgJ3$lrHHk`X?JP8PPZn89e38m@{dfR}=<_q+xrMDgweFW;I9gdE@n}^mG@H?Wz!;`p&fe#fX9A4tET2VXm>C=5Q z2m5`RPh1s+!52kIK>@4O_}mHp(&H%zK{e~#Tk()Z`Vh&ADbAr00lLRP4KMPLAb6Ul z53$;iC5SoJ9CPLZX@XfHwU4Fl-Ss_dA82C`eIY?cQ)(bX4Ui~Tf|>eTx`?ufoyHvZ z%axz_)KFSE&z~{}p85NIE+ z=j`Nh+k5mojJlXr!6Q?@Q%#Q4%a*rnL4OMC9LEq|#xg5c+|fnd(|Lt^RdE*-If-!F zqAaB?r7?c|S{T@ZGnGGh#7yhm>pX4GD(B|}Q$gobEd(NQk3c#C0T&p!EPBGR<`WeS z?_BZ00h}qS}<8890j37#Rdo z2in}?^23bX$Y?~{&}aNi3FtwKL$3So!lxV5#bGpcC))PNP#U$5U0;(oWX*b^6?tYv zi5o?A{sJ?TK_2Zp=*Vf*%B4K8EWtrOA)zoouTebfnyRWW*1o=c@go0p4kQ=(#t6*6 zCeGR9dpKCs1P+<1Xx!2m)d$DZc#=#C_-6g&KA}9?gREen4P9y^(9usz#ZFi>KAmUY zZ{2as^bhp)jnI87Vik{nDJ zixf~`_;b+0{---U$?Kubx-#;rPea@d={2p*nJ>~Sml@hvEML9=rNh0AZ}ioAmvmsv zL782J59p9ebbUIqW7%?pq<!pJ&%Msh-NZA8a@h9K??$Ta zf(4ynXghcqqQ07E+IGcO!B7&@1f|Zsn7-}HUd3-M@Jo{zLwY+#^aKDCwumUyhO4Nk4;yv>VKs!);d$}gSiv1h z8>vh9M;priL;D&~;t#@r1%e8`VIf~k@DV|Jz4Ift`?Rj{bP|$d80)z0rN>gutFWHv za$q~P3LK6WBJ$94CF*5gzdnT`={EQ=%CwDkb`GElWeeX*4&Y(}CH_XrBd44wuAgW0 zh1q}%HnMSoe0mO<>7KNq{+@aq^bu_>AA^XhKOhc71U}St@GfE8cxVt2D^N%tr7Kqo z-`Vndf|9L~a>1a{DW$1|(Qb3T7y4;+BQ)rZ8#j(uaay!%IdcRbKw}Cmh&Y3O4y(y0 z4t$l!!q<|LXxL(!33*cvuAy{Q84dJn=9R0x5ph{9zTUU_KXrjq@m4}+t7B(>BFb(_&y5^BJL#w z0|!wGE1I$C-A?L9PVpYsLsL`J^Uxu6&Xbs%R@M^~y`E{f5iiO%Qvc+^`?_|+1Cian zCK@>(O+S&uQ2_Ib?;*NS=pjisi8qxBYC$Y(SPOP--o9F!QLasOw^C=cMlAVjZL&)N zCHq(PVULB;&A^Ciu6ZOKrv>}gOn;<@4xSg53DC?+PCf{l6YcHPjGv7a1;evi?7y@= zDtq@}`v_hf4?q858TEtThSvX)fu5qL)2oEVnFc5ImtO90q3JyFA?L-5qePF~<>&kM z>oQ)9Pv~ zh6Z>gy8Y5lTs#fqfEXq4?oBbk^y+V#jz>{tCMJs|VGA z@nHXsi42~xY@QEMjnBTTEc;OLXr$0*$y7OSrZ5fL#s*;R!5t z<7*culq_g$7cE@qL(SXo;ZU}Fa6|-^J8#ZmN`{u29AhCj9lhkzEV|YHp%c)of2tju z?z(1X`_ccE{6Q8Xlmf_M3Dlq1*#MzCk08W7T9%XpIk6K{j9aO3W`k7ZQlD1@hesqS z)qfyw!;u*6Vd)BuU^PK;#;7h1AxWbMAO_N(6YFfdzQ1A;-Vt?jq`$0}GT1#GRcLBj zS~Xvj9(XZ%I(eGS>PZL;f%;XDHem_njs0R&7sfC&o9;e3b5+&Q;}0Ha@t$8Ws(%o| zV9<2uoAZ+ALgkd=XW>70!S!W&j?0IK+tgWvzu3Ffv$g9?>vr^lZfkZQu>whQZgd|g zXOZS0_HU6Q&1of*P0v6C!?ESi3{#tBLnSK#Ly8+qm*pk(lt89JNusRBf17|r%Y_A= zC`>AtZy&BF-R{^g!=2w=$Vnp4nTwV`So7AUu`PzEga^Th2@MWSuL^L-khrIYs2*tG z$1)|d>*rfx=W~%UJosJRw+~x)j&ifLEj5jdsjaSdvmfQA^(ji@4=vZJTtoCn3;JzY z$?T6%c00J5rePLhb>vUIQx6mSiGC-k^2Xl!&oSQq^TQMo4c@;$BgE{Fhs&UBvPH+@v4HR92P$TKXrHTGJYrh7CZN*OTd<(%`07rd)s7kV1-2 zC%T%{o>j0nfO%VI=P6vYGiT2}V;<yeE46EQxMMzruz^ z3XMRKLV)7J+@c$;EyOzd4@(XntZ!(@e)sOQMEUj8r?U@wpZeM?$dW%bHOU!|)g}sY z8{KNZK$1=lN8kAe64Y%d*EKXWBG@Zku{8m%iQduoq9UEDH%*loscd~8qnmWQe)YQ; zn{EWGN!bq`cVlT^7vgxx&`maLqj#=>u!u4^lgN!UIyc#u;({-Vz*PvXm<@Oe?Ojb{ zyH~XfU}VayBgc>1G7$z;NNyT-{5K-d9GY{WuRa+{2a3><2vt1BgXi#H{X#oNIE|sa zw|ikxzW-_`p()Xm#9|fX`;%5m6NdM?gmc1~Nu()LUM)(4nzd(BZu9P$5VdZWaxJpy?*pU^+vYe~ zf=k5crvo}S_TUN+C4BRHnVXvJ?Er!R2pb`UQ(P=Y1ruuS76vRJl1iI_!!Z{T;r(!5w=c+A(PiAc(!ta6wia zc?>aR6Ixr`rc9lh$clH$IOmootx;xIJ4*?9wrTWSkd9a+KYe$D?5LAnVc+?I2OCDq zK}f?ggM~U){5?AMMiQKjl!!@Tya}O3=7D+E)j3mRnfYmaeD`iGrU0yV?^Ln=;UA*TzUP4?G4-bM;@&+L63*IHe$pR7IYTDwW+yTEK3%XR9sCVd`9-? z#Yl8po?n`1%~)9tTkz&~OiTs)u7J-{z<%+(xw?WwK|Rw3fFUSq4(S09KnNWI(H?>C z`10k8)T&h`KG99OWI*pZ#Yd<-P4AZZD&z`Efzx6bbqoIWaLh^qZa>D=Aj z|5vNrZQXJ?$BT<;YH8r$M~0b;Ixj0sw;PHtCDw&g#ieipw_(L~(9^T66vL_Q$Rw|$ zCdlmpU>7tDcJG-X)DJM)Z;&}+XuJ}3d(?PBbr*GTA(u(qj={YW7^a#bhX;VJ)5F>LnYrc z?{=%!)Tv5rW9JvlM@g7}#o}*yL2IWwi3NR{oO<_=vVS38p6w=BedsS#)dE$CIS<;_ zNhmnbMUS_6CJVm_k{2BdF~N)=uf3%QYs%3Rd4eOt7?2TiXxipbl?A8oZ+v^T3z(pZ z+gb;paKQcrPoKX0{eYN0bWS=_R10}N(&kx?jxh^%RgX=N`SSa>v=nbvlDdob)$>QwK%N*>m$2uQ$L-s<56~I~Aw~MXmnhS4zlm#G?-E@Fos^PFszlsK+aT=|4JvSM z;-^o8xaCZO&*oL=P6&^AvDc<9_^XGF*61YdPShWwMFGaX^mM37u#!8AanU@8K`AYd z7I)rpFq#scU19MZd<{@^zEPYTI5b%5*T?(EK}GvdukO+R9r6LPp#aBX7EPEs@KU!s zI%*hoFF7%l%mQ&;d6c)14Yh@A`#jm8lSkvDMV}TI>7;*k`t|N9$HI{=QQYpv$xs%I zTR#Wi-vkrk!O$;LMUO{@IflD=T}sWuDin zPAw}01EE1rqfGYNL}xwB$LG0x`zRW>5eQ0#Dg&A$fp~l?!>TuSKX^k-NUC{_SeRo3 zQBSsIrdO2P%h9UhwRs+KOGDa)H7z67%!V{5;YsUm_|EJO6&ntt$%GKTnIq-bom;m; zIU6W;Mmrx#R|<3{izJRg;wY36DD%7=)M~2{mWi4K+SaFvr(w;Q0II5|@7^t^!FFU@ zX11djj;Ib)d5PU_5y4OiUWBI7-11?`Wn0<#cCiI5(SChQ((@<8v_vDxy0Y}j@HzT6 zgR}12TVU5<(rYBLMG3^a@aj4~NGlQGUQL=fKWS6H|5Z6ve&UV9Fhc+txel9Sp;IAe zS0GG|?D4cd>qL>rsw8upp_U#}kneKL_W`6OH&VCn+BI3|vw`;N?Rkb3FXRWWuCKy93iwdyALI#> z;`;F@)aEoE`9Cq%-0w^Io8})KQ0ehI$i;j~NlTixZAVYbj_>6TZ+SP{Z>jkr8B-aj zN9#|W>Y`claMico?=!PEtz0uEe(VbUFuUh3f8}2MVUw#<4>D$E3NL`B^ zwQOu{<&SD28m6!Fn|{ydy!p8ihOTtMAN|n2H~+~>_xWPDq5bR-l7K0v>DuyJ`+={z z{GxCi^0b2nJuTOzbLC^G3HLZ3B3K1p>xj2^sO<$8PsFUM)2E-WSL0oc;E+d5uaOBZ zB6?;(J$j-qoO|EuC?q|t!C@$^KOi^;YA#}$gR12<#rzqKd1OZ+D&ixc3cFPe{>%Z) zrvt=k9)8$)t?)F+<%7z91qubmP13(VJvfniZ16(H>4)zoj0Ie{V1#MplEsUYoXi~* z{0Q^Ll$9RPNnHT5dveNOC!95CY9S3hMA@&-BgA?r@G` zxC2CU*6sjQ^~MG+hO!&8Chjyxb2b?>iZ=GmKu6wfA19TEznh4veqf?QhY#PMl8@@{ zZ5Ni!9s~q( zfYYZJfa+A>Sj4i}9I4k%5d_%{0KXkAO)jYHBH-JCd5JHBwF|y14;y}<7V0|(_rqC8 z)`mqd(P#C9WorUFoT;kp)#u)IpNZ8c6g#WESLyoQ_^d|8+Fy`9LudC|xntDI@O$@8 z(aU=G>XiB|Bz_59kes`{gWS}IUSRj_-20_ze31;orCpESlf1K$N&7J@@8aqzeiDY^ zH3{%+hmhaD3sZwj!w(xpg=1vlhXKUwkQ+H=8+aKQEG@feI6v3i>(L}>`If657I#*T zS^aoV5GHA>vDK2Afv;T0!C81F%;ss?>^W2?zxw9deY4-c7V1L$UwJFm73W2fO}9XU zS=|HW*g()Dl?Nmq@jBb&g_c*MA9;25;qSH(F%pB};Xpv8jS|OR?e~FObQs6o0nd(= z({v1MB#NDdVdI^To$9VBn+n-=(q%6WJO}W&KZ_SbU|ZuNBi49e>bukdv3sp`W>d+*m_%*%T{kigy;(Z+NuO z*yF~7#Dd84X>Be%DI8yOsPVt~IaroSQ2vV;f#OSb^5jzx7W3`n|MVMqQs0#u^!^sT z0BbwDj2)dfZrU`GnT(k&bylXMP8L)B%{A;;$gq&Iwzjso!wAkK3zQ>XZ&=>{DgLiV zyu8M5*gjh6hpO7@hXHs*TnY)<%N*0}A$#hEB3a}>^q)4Fu@tPp=e&CLs+f^^ifrYu zixEBvmM*#NHC;wGo_bxdyGFTcO2@&#-<-ocZ^{<*sqJRGWQOyrU~Oa364~`@`GHK$ z&F^NJMhBF6dS!I3{9J+YcJJ4}opki{x?r3w^xg9Srkig&?63RyEwif9ijH*gfB&_d z+drw34tyqvjd^JeQHYB~L;UZplWtKco*rG%zF(B#z<~q5)6#D? zETA13&eFI8?PrhQ(0}3F8caVVK|zCmzD2sdlH;Pm7#G^kK7IDyV*m_-A`6UiR_=(P zTgcoawY1Kh4+_dCComBqdZCfga3m3Y zt%sXBCBFTZd_wtB%Y2~)B8^$vgmdKs&YaPM)|s@x%%}W~MAF+81Mm;=k0jcUM;!he zVBw&kP}rjnLH70Q*Bk?F6B`?qNJ1b9fVzYG%(Sx6gfmxHjJQjo;IG)(;Eu(WH`x#d zdc#jlT6Lb4KEtRkPVMcLsgAP35!x9hAiO{S^&DR0ie(x*yhgQ&N%!SnB@>lqj*pD{>%Xh?UO51_IA zn*o1oIH22~D9oE5JatEimsjU+R(ST9?%X+vfA@kr)@NL3C{#cUT^98eY_AveYCqgQ ztb7%63jeuELlNMJWRKWw5o`^W>uX@Z`vS#{4Tb_+sCB$|n1h4}H5jkNnd=PIoL3Af z)jK%i=7nCIkpF(jo+6(M{XfhuwD4RCy$E=EO6{wSYuu3e2OT5a6!m*_*K5n0lo**? z3URy$4JH~t#JNlyJl)w(gq7IXy6YLYd1e0Gp`6@$j5gEZ6NlwlJ>wZT*zj^6gk0zzUQLlscRia<}jt^fX=Nu`^x}ZzQYSKlY)K@<5 zYCw7I!TT|#*M5~3n{=NlSnYwno&Xa*e>SN$Yh%{z9gT8522Jr3SA42^S*zQo%m=u* zy!<@vd?#a6Yp~`qckU>Y2;jeVU}Vr0VpP!hpG#$&v?}JN2A});W3fZaavsixrn*Yy zllsENxnpa;Aw!I*TgbEQqFk)px$SP8LSMcbdLm;38nn&(teK4HDCtxln*M7XWL2ph7PW0#qRz#tGpEY6f zWN{hv_4Mq@$GH7M!#%JW6HaUIvwwfw$&W6(Y@uL~dne0e#R@$E0eR#m0DV@YEHvnL zE57^y?EE2~2v0o!OEqgOdbi()m+TCsjX#`6oyfREoq_S^xCZ=c=W((^5&TTu-Jr2L z!TrI@*!6Jae6yeHnn)>r__jgWJyY_pUkH2+<-Yc~7f6wP()}C-rrSwS)&3XXl&O4-a~EBK^dhQDy4kSRV-;5g-z) zHMhK1tJW>+(O@xuNVCsFW5GrfHJUVrgts z24zW`6v;AVt41^#`xZ%-_9AH!4MTb=BoWy%CV9V?-@NZ{{`8sW>AA1_y3Xr7kMlT= zbL{o0k}3e9=@bC?rHx zs?m2giYM=%H{76QU=xmC1S?S#BkGPidi2Mn_O#!AQ^M5;M?PnF_Y%$tqc*g?X3dgG zb3*HtckS5|0NTL49~B?3(XuyS$&xLInNum}LX2~qC(mw@7neLjgG>-q+UeLx5i5&zns#6|@#5vn9VsbVDN|K1 zcxw@LG<%KGBr3%al1V8|ciu4F;q3il!E(?V489rx9=)!v8Hr7>>7JXx*eh9CS>*x* zfJozB;kbJB7?{1enz`}(s08jv(EhkC_vY7imWFgU>#~sPT?d|O=@7=rp^d9q0;^1CD0`&6s z&c`}KFlg1)MVd|W6b%9WgxA?aGuy}5X-}IyI{_#+AE1j6aUtq0i(-P()4D8yCt897p4 zL`trmI7ZsXhplf4yX*AD=Fz=-YGzU3g2X6aECqlyQUROL|ELJp3-Z3uHESB`zI2WT zpoBE0p6Gh_RPg4`O>FC=#h`a*GBYR9&I?8%dgsoaRF0N#_&^rgMyL=n?}X$1nd?$@ z?_L}^`@t($j6~sKWNcgo9wXV((K$o^XC1EYv~YOaMfh#Ub9aG#2e9>fj$apgIa_UW z`;0GMZ6=-`9;w_I0yyMufS2}~8@iyPq8nQeXmrUG0)v{nuT9j$;|iBDj2DxyvB3^j zH*epyYXjy6l)|zj$BspDau`tD9~NT#RSRU`l7u3zh^QX{)ie)EA5qC3^9*6efsxC# z*?-6%KUPYgu?fD>f-7-qT&uA9?b(>((TIUcN=kCB#C(Lum=GwWOpV>Y-;j1@BXUSb z>OSTt&lOM~O8{lf;?&%nt;AD7b!1pG3+6y5qJp2Z`iXvYi=t+V!R^JeTJNam%LFl# zix>wCi{Zo9^!ug%l|-AL=AW)e>$w7#S^=fv$DL2d&;mS6_OBP^bw^Frh!w8P=)&^Vp%jTM}?tk3n+CSoOq08iJ z(WYukul)qQo2kRPhzIaUkpX&kiD}r;_GG^g!4#;M;FwGBPZ&huI7(u92pSipF79!XDEt zuxK59{TOTuw8OvrUDrk>cQ8BK5c1++JALdtsOEr4eSz|Y*#UoI)^C60^o}yMNK!p- zvhe)K)7bk2L5v})vF$Tr=5>v&R$?0~j#HDNgp5WnYQPSsw^NL9_eKsS&8o;a3$%cM ztID)kVko<@YE1ytup6>RkQ}7_%p^89XXA(gH`0hP`oM-bedf{7ATND3D#T?I>zK=H z<-9v0Xd`IZIuJ%)zke^(?MxAt!@9&;#TRkAnubOJ{9QHrJD@3M{rf8q->1n!s7htY zV?=uajHfbi1PxJDVs+}Y0k#fh&o(I>543Gv;q&f?+E)Fe9)Awbdpkf*(3Ie>`>7A! zafOg(8ChzVOxhv17*)(;F~m3jOQJ9uWkXgQd>a zEMhA9G;iq840#R!TJX><{L`>?zSAC)56s z9+(*GLc6m2=f>V&QaS#ztG`o!(-i3~Y>Yq82K6w+@s{muu%-X-;lGIF|J~-+!;@#s zp6v$A_PgMT)lNCFG#uA+etW{*nwAyT)_6k}6&L@)tpp8!2hf2V#(Y?t{(7%9xLxt5 z`4v@7Bpvfm8?HD}*aS#5ndch;Q;m7FVBRx{GI`%Xz6i7 zgFS5m(?btlb)wZ5;@WBt2;u{f&23_*A&7Ee#;Wrg>~n=jyr@I~i5winc+*cX1*!Db zFKX`@`txqp=xb9GkA!8_Zts`G1FN<W^}iqK{hp~pDb4pG>+S?~@lN-jGMpTR9p*oK+k>>2krXq}kzH0-=)S*w z4GZpHZaz_|E$U`$?I2KS(to-+$TS=%e9q&=wkpK_ZfwQGu1(uwhHmP#gUfKn_djNZaY15s=R0w7h(oz@^bZ+Nsj`5^gs-AjZHe%0HCH z*N{kx(?Y&W$W`E<)PZ^*H#MbEn}wNl?~bj|C{yw=LDMJItvNjxe{QwtM6FMCi()%J zH$I$1Hx$1oAR5J>weQc7n+#xpt+i7_#xu48kmP+MQ?riur^7{R%nY0;Za5k#`s87R zLi-GT*Wgp5Sdw#PyXEQj;hJ2?!)6*3A+hd zzvtG{`XH<1*llF44erdZDk12S5hZN#@Uf-Tgbk2zod zobFPsiz z`n$ROd=xtigXUEIzI0Hz{O$IFzXIyjPt@&*^|LK}laHT9F1d`uhJzDh4R@Kj_R}R> z7MfUEpP0-|LKqfI;0nCpoeW_+LHt2%`4$vAu5+OfIGB~y6Diiq>{UlSgdhx8t@N3< z=OM)u8ssGMPq8C-wj#UxPBZ^8ssC)FKCCySt6~}o+t9|K%NlmoY}oYvkH&)a zpwiXl%2WyZ+W?r+pId$}gU8sN#Vcgqu0EUl?;Gdx{#n}q6=MMQPy!RW!5iTPMqOjy z_Vo4lSEM(@kvwB=+|b0riQ-kXpeb$$;{E^%h*WX`zlC$S_VkQ%mce#!riR`K{#z&P z2^o>>%annMna_8gL@fo9Py}Id7~n6JU?VLXYMp!{_Auae$t~Uubs-$Td~!6jSf>ReAW;fcHm~496^sqi7$6c!qJdBZ@os;SvcILl^u-r! zXvd(L-ul;thWGG{{9sn#mAyBwEy`51&u!Mciy(JQ3J>{o;gI{yMoq5vn8m&}(mUDc zqaLMmt}j)7$8^_19!_ZGWHMa@m7Im)wf_o}y@6-j$I7aw?RTca%1daiL;{_XOEr7& z?jnVrUCdtL(@Ue*fl5uNIyY?CAV*;*B%>P36ioRneD6h>hnQj3V+5r}i$_g&u|kk` zlQylKHFM^$ypJ{Vu4Pwg)kTVHRunJn+tj;@`s{G#*u~HWtudaFoJ8GAQ^zU3>2}?i zw7LtiZ$Fx<2m`>ymd`{nX%~C#+3Ll#N0OgcKdL+Knx0R&5_aH+;;+Xz##D_|P(;nr zn>X*D(znyL2ySqIE>tBCJv%f0NGzyKQnO*Ln^(%uA>MBjxdC=iX7O@J!Ysn44ov)7 zH$HD^@mscRD>JBa#1k_5r;VGXFQO-2m9)Qm(h6&1^hDZpZ}(qeDRNPi3449o2#VY; zB*cv!zHS% zRcVijRjWJdb)JVEy1R&JryH0G=u3p;$}9rSRFulZ=sO+T@9b>{CJvW1G&QNBn-!8~ zY+Fe9a_&a}31w7}fC0JOD(xuz8Bha+PZ$1!Ak4sV1|`}A8EKU=wP?YJgzF{p~d$DRdC~}Kab0uQL1)S2f{j%$Rbpl zJ;{P_CLJdB@`3Tj!cUVNrS97yLyBRbQu16Mufgq2xVU#}K-(C?d{wGm_A@;;B1-l6 z=C`;H_(6OC>VecV{6UeM1Jez935V7fFUrcRIB#M(9`Am(2YyO#jAwtWa$ovwc_9DC z%JFZkq6_|dn;%}=em!l0ZN%Z1=LtEq;Z8i_`o(u3(pUV)f^J7XbJUxYUI5c#*@ zbRO?>F*CCmNPudyXin!L^Sfa9c)jK>xY70Vs%DyqR_i;ggp8R?GBZ1W^~bo4vvV|G zmwVn`-&MNqsl&F479|H6(A7s$yuy8 zKGbr>0&1pl`Mt2@?vQ++tUa`C=%PUQ_F4d6We4`Srh}Y1O`IsxTX+CR3+RQS{~^9h z95x7}h#=zVA{j%){C@Yi_jkTKL1H#Jl$M^!AkPyK>FM(`<|VFACP)T@R{|yk_1;*p z+P=Q(h0UR#Yz1FVBu?CnG}iXQ1Qs(c#H0i2>W|F9iG~_$S@mY^FjLj8Mz-7sl;v8Q zaRb&sIP8+>stigA$ytY*Jqk_Q+YBwonG+vFUE}{u>B8Tf|Dh8qEg=7K&H_Lr^+Ue*Sv*10%U@rwzur7iro8K5;PrLAB6pnfq`9Gm96>CK4dusngtP z-Qjd2g4m}EI=lVm6EQ6W#YAaosbIL-X{S~<^X##V^HpU*V)=V5-4#c??7ZzXVS4(u ztT%^2-*7f%W>qe8El_3(e1UAtI;2&Ty#_LqS6uwGeVvjxzbu+jxn8u#!1--Xn4W;# zc@+t^A6I)Dm~1MjidZwcAcBV~=wL#QO{4H$t2rPz7%CA^PX53=yGZ+kw(Ld_e6}JP zy^z2|(#Tv~3Py#mFV$!X1;5rw&v-6!F;yE_A`(%4q)Kaw_x=#`V-AH`eQj)vg#}LV zcJGs7`UREsHh|&$ii*=SU*y*Z{c04d*kZE!j^_2boo{+bxg1VroobOUOBOC6 z>RoKw98fc%b=j=K{<`WLyBcqXBtZDgD=qCp3HR!wc<8UszTSx#DoJe0vbjBC-ob>Y zFC0hZ#@oiuO=7`^G0FVUH`Wg^L+a7tcBAt-E;c`fh-wV-d}OzKZoNfe(S zo&&BTn4Uld61znq@YqzH%jq)Tv(p!EI#z>@wum87s?al8Jx~@q$i3)@US%}|S&fTa zIbqx)6(tGQWaZPn?{|KGNGGdDK&5A_-9PV(i%;J6=1r8(5Fzs=G|f*9SriZu4fbw7 zWRFau+ZHPjEJzF!!@_LltZQ?`hot6cx4_NDuziGPm$a8h1pXp(Y~Vf5Yumc_$hk9T zY#F*0AD~xKHKRxF2Y=Fi=wP+gA!Cfn5A^;uH@ln3_p;lSm6gw*tIWM5|L-cAxKqK^ zKYqO7Ys!H|&%@dUUROs*lHxNL2Rn~ikt6Nd6U$~5(G1uaIzm%77+k{Erx1Rg-yFpd_bkUM{@x=VeH$r1&Lv=WMQ)9_4&%Az2K>qvIe=l zvMfTRZI-6~%_)JlWT+yXQUCQt|IPX0Ta17rlM)W5XP&!KZS;S;p08^HiB=Tu6o3hw z*|P}H;NJLSIKe?KqPMB=aM@EmkQPdqJl@ZbA0AyA>k7V#2hrfw=|g|MJ)=kCZdchD zqP$0H5oBD1)*(3N=j{kp&4t~G351>8)4$2c;6BWj6ZVn z90fNOn#bewXz6k&ZfU9gcc}~hx+M-EQUtCx3-)J8B1}<9vj@+WZr{DNky^Gy znQi8trSQLBW7Q4SnliYa@FNJk{b1?QY(ZQXQJNQxU%F~UOVe^b*ef!$`;%)&jvTS2 zK}1g=k|<*Pd-Vk`MK2zJ*qxP~J-)+k`9Du-l{`V2e3;W3Lo)^rz#FG-;@6rO`p8K~Yfw zkt`XNj0B02|J>l~uHRkNUDc!0_~YL(svg4S+;etVYpyxx+T2i-mt4Dweiem6Su1t& zxH5&ZESW-~()?{XzGK(PM34V0JAYJ4^*6j+e>?LB{=L%nq}F)~WxXN!-;!wYXJ!=2 z4vN(ABdQmJzc)L%-Z7n<|1sg_^R9Bo{ZAWr9f`NvFin3WJu3F*iwey!71?LuPgP`O zRyMHf9bKE>pZ3%^Ec+?1zfxFjtlRZ4U*>9UpK5;zyZO1HlC977a(vyM8*S2@_xoNy?l{ZV$Eq+O%xlUQV_@(@v|Nqs0^%xXh>MRfCx%DQD z$^GZcsAi)S)H!~?{A3~>p@dz!us-n4hFIVgu3dMI16(@z_ zxy{$tml?m?-QB%ScFeT_x0+DyNqreB}ezG#wbga9~!xBQXZ0^@=RVR zdpm`qxNPwg&jd!5iOV>DZ^}APyJbssa&oec9{tUo?CjE7T3S;-zujff!&@E3JMBp3EFBNlO+beAt8xRp6sArv7+&IfxAZ-ZY=hg*E)8C{9I1| z`B}f+qM~}Ii@ntz3){E%^u(;9Wsla$u+~mBxl@+4j`0vH9ymIhHE29s^6m$tly?}U zZ*T7ixZ$7vZ;UFk?fWbn?lOrdekt|j^P98T?#jCEb-FD&UkfG>g`vVE@JpFTn1|g-TvK9%9 zjEu2L;n&~ZWlAb7E!{Ynnr>Nt!2bJZCEUNimzNh66;<`qV=KxY@fKTupB(8L>y1n5 zeYt|E+HInFFB20Jzj^gZJXTFdNkGCkhwq=C(iylat=%Tz8yXsVNK{lU$H8iLEXhMn zTU-0aK-rIP#bd8l^Jpg3w6+?Ex{Ozk_cx9(wBiFqhYFXH*=t&&%b-X0uD-|INGQMK zfG+j2WoNrTJ+(W3zUsMg$!O7f@$TN5IChmN+5BR+A8+Wiv+N?X9S0M;LOt}~zklx& zk(S1nZdP?-dSXyxq_eCh$I<4osEhh7Iv(`^ZaqHJkK5O7J#gGd^_e^aF3q}se?@1L z(~&!dTgY5Ays)yU>cafgCg|uizOZRcOw`L^=jT^5G&Jn3dUluFAV1!1dYnx_KpoSQ zD&%2UvLtD6_4@T1&d%8;r4OH;xI^FbqnIgUoZq@B^V2lDRGdbVKXcI3EoGnSy?U#6 zxJ(QrV65UC`WvQ74Ccb(<2lQM1QqaYu3_h-35@L7&&h_dx>?Vi$G@|Acz8S(I)B1t z{Ch>N)5z#E@!9vn zp72!Da`X2-Ear_b67uJ!EJTOj?RF?mH?NU4@R&{a-Y#UcmU#)qbJKw(6v}Xl`>b=- zzBQ@V&Dkaxfpk$0juOk({5-QQ*SBupZh2nT)ioDi_k8_ol&GElVIcU}^)>s~7VYy| zyUnD^z5CP7RM*MjsGOXfN4~yiteEzl^2EEdY+A)E8mknW+D=eEbQ|c4-L@cJU z{N!%EF>>gwe&68#=#klSYU)RuZ@rN{c``Y!E5N`#WwL(X8s0;P4z*72w{1I&`{ET6 zs&DYerRlF5o{*I6a*;I@zR-ON{|Y(ebf9%^#+KB%=(sbn4jT8CQi&Yz-3k$WQ0OCF8YHqk4LJ%n}U>T1;kcY}#Au=}Aeo>-b<| zViMKdC;M2qhHp*L?Yno&=U-uHRZgwkNuj*cXgQFnVc@3L@xd?kMNU>$PnlpV=ji7U zQI}Ym0B!**geL9eQh>m|g?L5`EDxu_FTQLl?Y&b4Hzu%%>wf(;F@r(xA-#g|iq zA`ag_O|*I>y}h%oD@Vxf+A7-ifdT7Tp?&-IwQ8NJsHkAqc@aN1JLo~DRaY=K#={_F zcbr7eYD{oYK4N`eM}R?XjLNfNJrk{Tb2X_tlRH>vT@s$uSZ(PRb=+I8-yhtVv6)Nz z-J3U&g{OlAZLI4YhT4vhCnIs^?%lh39>4`>$zOJslQo`puWm9_bjNUI95e0V` zV7d52Ob-^cCYHZ>^JeOnhx>4lny(`nB0A^Nv2BhT$UE4Sm3S7vpdgF2&xIYnM@##$ zzb`A3v#5<%s!P;MHz}j{<1x@L3*=8_40TNO^z=NMRI_1C5o^VoL_8)w14$&c{lPU_Lkt{O)(I#bq zh{6Gk7u%L(<>Zv`$>A>9czILboevgql=m5(>l)TmD8Y0j zfns4le~AoSFKV@K?_SBSkB=V&1ZdJS;i6+>bq0Ok?ux5p)a=^| zmrPDi2Xu$nwC3xP5Q;k_F*Ar>uBsY)TP;3&IMJ#8xv?|$yUYbSTsnYREnYL_cri9_ z<1Ln}WCEW)eR@DnWt*UNTHo~C^q}8^2P$DBKrtF2At4Q^rg!ZHD#nIG1h&xAn^(2O zsO*)hj8%(EGb~yjB$`O3a(<>uTs!UT{jsh-5_^5pjNaTds_E|Qi$l7tPw#4PKT8() zOWl?OAADL?OOY&&9C?eusQKOO>a}athRkbT8_1ctuoc0(fVEB_j#-VeynRh zHkA`t=@~splL3ZX0!3Y3R90149gW5O20aq48}wk25_KL`R8+j@&!uCsHY;&rTI(p6 zcABD{-E;LMeXA-lU>x9@&kTcoeH>EK^77oh!~JPCt@=@B$Wm5s=sk8%@C=G>7qkw3 zo|>A_kA)q0$jRY+bd6Bg3-ZsCj7K*=hRpwQJXCr^hIi!hX|-f+Ih-H*I?U z{5hZH=Y0uUsVB_L%wi1+@>^U6MS-3wDtZ?YZ)uyJVQN-_e zb#)rWcbNi!tn4@6VJ4~n%8K>1Nbd1p-j6A(sMJKsZDTlSdzd^vQuk_&9JKb7-K`Un)`*2`vH zgf8Y4Vb=~EIFRNs?~a5}yXUi3jzfa5;{d0lqoe3pwaW0=SPiy;pRaEO;)z9bwml-1 z@~Kl##vURQT3|igynS2skj$LbMyt7R(7HG)1Co+J~ZR$dfJ3#C@ z24PLXX9X40b$Kq13A$OzJ9qBvtqAwR!~n({#Av0OXg@!5W7n=-qgW=Jwc{>W37KFs z)jT(rQA^U-!<1rSHsrhI5Ol+(^Fq@!f`x@823T5JN=oU$9yyxLoA*@l*#kTz=;vv# zSkI`68^zM6-Ml$UE=V9oEl%CMD(a4Ws8|94;eaMnScw2YCL>o1FN>X?NBXHrx6l9* zmqwab$H#SabVOoXnPD*rJC8=oKNdEg{eH5}pKbZFW!?GH165CtdELxif%(5A`{Xyk z$OC)j0?#mtIF$0qRq0}v_6!c%=;vOncQC@Ys9xw3o#ILXVu*y@3*AXV}%V-x_pS&HV( z+_}D*7?t99{XFM!KkOB!&n`lV9naK{Ld6ZLk3${etaxq>dh$H5U=vgyXVUn z!>OsMK&&Bw;yc?+_48fpg$HIPM>R1tSjetzFn>Ov1B8hYNhir>A48p49ZR1tr*2i0_Rwg+PGzs0=%6sCvVN>eh z7vP4lYpdycv3U39Qc>F09rm=RBY|L#?87Hm)iFn}t$MD>87S`Io`0H`mzUpp^sE|+ zT-1ib(;eL9)v-f(dW5Q`U z)T2>_kRm5sCO6#a;>EKceA%>t!BPaz^Tce}eInX@cFK9Y-jv^@bc=+9L<~xphIEU7 z>+2X|vG4pp^aY%eN+`rYM{ANmP0k>h7Gwy@Jwq*rG16rqQM#p*hE~ z56c7_UZuYwy(Y;({LSmvnu7h;N2ah5_)*{WH)bdxCJ&E}s$N;XcJzB{x%p7rOK)x< zkSChIB@Y}0a+a2nQHhlHOFLb>j^Cn|vz5~4#pJG7;?FfU-e_ad{_eg{V%a-qpbv~F z3qas|VF5uwjoGQOD#Vmgz=aYc!(qk+Mk!PD86a&@TRZ0;zbnn*w^o>gBx1&C9cD2;#Tc zBSla`ta?H$06M8G@HoB&1qJp^2=e{@Tcs=CsXm?D_}`gYCdzIX|cdsrK*RfAiL@^B1;Kg15A8 zqTGBnvCK1UNOWg^Yk>h4UTv%7xrv>H*>j2{#&Tfe;~Rau zI(PNYpFf*MCMbu${0yNe(&X=@&|Dk5G5>zrjmDA5;ak3!TB2@!w(OAeUWE`}W=uzi zL%_0yyFKNFJFG=AoJB0mw*7KhZW`H&Md}Vczuj@Ig||=yFyDr5Q=>|NLx`VCEp$+F zef{>0q#Km~P1Td9jf_S=pT5hsbLSTm86a>hT=}C%FB2$)g>^8S#`nN@VYUoFvhEpTX|EB0m( z8JJw;I2EUUijEExuZhp8t_YXB#s9InSr7T3D$T4)I&0U$2zhQh=1J{^s`y^>o?%Mc zStJiNB>M0Y^3$RD4X2(~zkdDtU2$=7_MXWJ5-G9iMV=g>ur?@&&mR8+Bi7cwapOkc zd-tAzd65jbtbD@rnzBmuo&hJ`q|Ka~PcYTZiO(rd6bU1vs!Ef33>Dn~#qz8B;Euw} zMOcb=<;EB8HqmF7u*ib7!9x}Ue?PMcIG<%{@1?sGA8ob zGY*vA6~;90fJza19WQKk^g~8w+qLWHraiKsuCCm)T~9tmHuxX`70O0NVXt1j!VHir zH`)J|+?EEEI`(pAy|4e5T$Lkkhg|v2wA~9@m%`~EmJtr_?r}qgjfYCow>3UKKC0m- z)~?-tP!Tgu?ajO9n}E7nCb&*B#GRXW@75JwTG~IgwkUZHPmZfQFVnQuuCK3`E;;$Y z)Jnn0Z_Mt3kOQ|tW_(&`rFH$9{YCp$JwB(J=RBq}EbQ%1H%vn_o_4n4=!$jQ?-dlx z_jAT+u8N%mqEI|@CIT_QA&7$t*Y$K+x@2>3h=vxA)AU7=?Axw-6@EI-`E~j({r(~4 zTOUQ4jg+^JASxnm+L%hcQCBQ;cXvk#m{V3m?yE2_yxU%e68r&crQ_ST-Qwcn1a*(1 zhLggMe}JG?n`B^9m0@1PZa>(fH#avoJT#<8s0Z_ERt$L8v@pPJ-O!gJ+Kn4`@$m3W zPEN*1+}a#?!1!j_L4d=dp&{4u{fk7U#p6wTRr&&Vlt)7$$+%;Z!b(xt=1p~045kZJ^XFI|6V2LKtN3%3ba z-n-B*>H;iFvtL(e9_H z*v-mAM4hMmGtylr?X2pbOJE14d$$4rXFK%AR#&T{_J~mk6(a-$=+bAOKWhRreT<5F zHSV6B&x89S=mS3=FvRvQ_Vj z&t>AH&h&G9Y%xVdBv>0M=^4;L5BPIZvyvMJ5;p^FOKL$gpPQmtW$G zY!wF6GQXr66f=Q6edT#B6SbjpqkBPAOOoKY%_jFLqHrHrL^ZHM;J0lUf*wAM#^{kU zuq1#-Bg?KM-VIAnprosWZ?B0YgYl zO|7*w{wwz*J~@@8%h!B*bBit=IWwrd>g$_ZV|X`V6{f%d_g_vzayA1VHUISFQhNU* z(-0-36@PBMSX_VeRKwC0>wL`uYbh3mo=e`u3So*|NI?nurLmzl>%1vh_yFIlR&~l3M_nlaVe@tFx*v}6b?NFQ2c;WqalD!ajxISqY8UaMwJO` z({``S$&-rsngC0ENP zZ_FQcWEcQ;GzdZMOxvernLymqK4LRN$AX5Wvp0Wy{pO9?msi(nDSaq4lu)UIuQsF8 zms0j)SF`>(6>)juK6@!@N_%i~81V+~HEzT2_Y$mS)s(3OUPKivo8^?(dM4{l`cjqW z%SE4Ey}HZ_r1LvUpGh+&BT&pOTTZ9IeU^rSApyAj?AzO01yTz^2gLzFTVTKhiUDAc zSzB8ZiN@*`hZH>+08%DnG&Y_>tZfVN5i~SHRbpNlaU;Cs2-~hgs^F`JTRyyh&o+J$ z#V=Xu<_&2v*Vi*~BR(bNPf3HmEGWywjv#phs=-IWLmxhTsH{&l^$QGS$0l%_pPlfD z0Gra@$=$uVA?y4zX5^Gzt#d;|w&dABF}zrvJglRxNeE13qHZNt>m%mcx4KQ#r$M7> z_L!f|w(Gcg`SRuO-Yb9m?b8dZ#&~gqd{-?n{Yr0c(k2}FHb`g_WXyudbP{7cQ+E_n z4V*$T?cDv;E6uoMGmx*rV-d#}+s>nE=xA@JIhZ4py*WfL_o5Q2$J&?-M9oNbN2v}g zJ_9Uu*XfalksyKZ-@cu$>+E&zk4s{{^yLow*-%amjk=@Lpw7%^g?P@2fY$`sr`l#g z`+{yO32sgAFRt2YyCO)~J{C1Z*iBjv^TC!p=aDkO{HMM8~+=r(M*dpr1cv%malAd>asOs-vZ+*KVKwja=SwHx*~wx^$-z zlf3Z;i&&kE#PNaVI8r0dK&CSh?MGCUioBS5AafDfD$UGOG zKQk;7l+Tm@^C;N}AR?-<0*pdanP+BZnEm2Ab*xZ#z0IW!$KxrT3x_HnSJ+l+7b%YVhn|BnS|0H+fElt<4~lUO5E0cV zvu0c8XG0O*pWeQ`hGY^HWNHo$FVYi1o(K)(sn%85_)qbE!i{uLOU95#}j00hf zNS;v;n{2;6=%%EdVa)}I0p6LUo!UFYB$P~?Dc0$j2))wXeYXE|$}vb;>HzM9?Ljam zOl=*oO*&ZCwTy=}@l$R;XELIN_eoSVGBRq%_Hc{uxs&bsWtc0zw>GQBe(QCmwiA8V z4Wl9LnSV}x+TtdHG0$p!LN3^eEP+xMy_Xr>&6l%bA|stQIxF62%4P5J<6Cb*%Ay2^gU+2F%d!rS-sysH-y*r_`Smy7fK*UM%=fk<9bJ@ zi_Qm8sTgxi`v-S{r~3qXj94(Rr*w&KwJjCJhFqxFtbcAx9@tjN0P@%r)|~?9R&3{F zW0N991c=Wx=*X@`98$dv>2dx%2G(`?7k?O~Ln6RBA}>bwpN4Xeh1Ed)yh#LZSxqlw z7XfyK9TpB$pb8+xLO?0WxQY@)2*O(}#YlqC7Fg+^!wI@$(bM^0nxg6J;}aGU!HhKC z7m6^`=S21>tQ$3ndODEQ$u>oaJqFFEYunMa^n52b-;w~oS_3gJ2^^Cq=s6`D=3(8@huU;lAk-NbaAD~L3;3~N2yL@c5!xnB^QieWBf7p0sojzumZ zds<5{F=dtyo5r|&U1$kRXLdD#)%f+VS z2MXrhot&IvK!Q8)6KIo}x^L-f+vJ}=FY4tvt6?8POmTmD+M{5;h9fCA3}SFBv@g7T zGBPqSw}~41P7-nI36%x&vo^?4w9X%~0f@ZYm|>%VuvA^(;Sm`XMOYCe3B4PMEJ-1# zSh{k=I~uJD>E}1 ziDT7ozbV4qKw>6Z0KPUbM$r2NFh-5sd zGbHU0;0EuF1$LBno^yJ0*2hrsB#3RXmi5mGe_#0;Dqs~z6k70caajCN6F(v9@Spp79B@Fs)qOgljDHSAw0U!O zI>KKpxa1hj3Gr(I$wVP>&`pYwjc%*F$MzNyNRjWEfzK)5qTUigS$DEo`uw*qcRI%n zUWhb@-tiI)oHK2jC34_LDg(Q<-cP0ii2r34)xFBk1E2{$N0`=jN>wn1t z$wE;;Peja+YlPHh4V7iQr>Zz=7A6}L>@4C7fe+27MisJtDpqXaw?Jm__%)>5vh$}*zN;MM)JEw(duR?{_nGM3-9QO%()O?zV z21H;v+$8E>?MCpLCb^hOp3h+W^ua?ztYTkyli-ISO0eiMU$+*s$BOVPtwc{FQ+BE#yhS ztXnpOx(o=BD+93#fO)qOY;I~=HM^#rZNPC0CNOw~hgZ&Y%GKX(lOOC=koG~$)eie6 zHuv+iR3&%{sFf@hIlzA{PF)OGWU~4bjJ{Gyt{MGKuLTDF~!~MCN7fX^4N`M}$Gd7v-~OqoIzRvI+&cLiAhI zAB|`N?w;)1p0MGm&TNn%# zzRYew%5`nUTfFkY=J(x=d;_-n3`H3F_AaGzIT>4ACc3!^O5PW=z@o} zt9av4-@t!?SGp2Y;osVN-LSc_#~HOD2~^6;KFAZNQknaliTebJG`_H~(Dlk?xEeRs zjF$42ccVTaQpOmJPwbqWvZ!@c5f^1HF!nU$OCuH34R@5-!~7Gp{eF%@PBb6!TNAu5myLijH^4i@VtE2ENB+Tb)$2*t;(-Up%nj>`2%*SAQ4lj}r{DkKF+bg!pkUhc-1rtLJMaNLD0Hge zXVdCVp|(oX4{l)T!S6V@NzAqehYc7g@qQYfTAkfWofiOu389cbvJ**?FbMdVI0&Q; zUF+e6S>PuU*9Q$Zb$CII zBQhBSBd{h@3Y|a}tlJD46vYU+_et(A*)3yB6cHq3t4b%NE}{IaMUJK2zFoJwG!#}< z66u89XEKRpvd*CL+3)&E7*g`gV$g9;Y!GWhDOoDX`i( z+hX?)_Bd1LnY8$%6DA=av6aqwU}m5SN$0}%&-=kd(oQj+R0cZj0Hi}Xs%g4Gk7xgW zC7zELV z)<_BgwVLiSVLglR<}fQb;zX)}HqB+4o>z!XgTQY1e&&X}#Lq%;n)KF5F}enE*JRcS ztgcT4DL%3L(qF)+)Scup8z);;4Ixygy-!k7k^}o6V%Cd#oo?jWTDgo{yE!;yP%S^V zD2F`{yshz;>-Id%Jq=L^Hi~+>_N6QsUUz z7AX@jikPb7!QFk{7IE_qJPrdFH8eE(+-7F?3?M0%J3d$-8XT98gMlo>joQO7fx;;k zei#CR0{P5#VRjw^B=^-N)xqWsBNA`leuyiT(MsWbRtJu1W9LDHxpYX`SzI+}i~xG_!pM z^JLv39EELc{f0%r4$~8+#V05zh-&Fl%;oYmTb>ja9tJAa#ckICXVm06ohMshw5MvS zOME_txGUguq7KQyZZxlsz8~V;%Lc3^Pk=tG;7t5h4G`Jxu&cYlI#`3`$w#PU>|6lt zPecj_6W<3YjQFaaub}ZA+l;V9nVAQTkys(s*4CTU-SYOXg*?g!$%FX3Fc!o^d0}qG zi9ys^l>l^tok7BWZLQvT^N&A1A#(Af4!CypDltc_TD7VYALADs91jME45fCyYZh}1 z5H1;0LZ8o06wIsPK1r46fsrA@HZr?C_s839#9t2LJmiraa>G3#q^}M30ol z=rQxdX#Uk;e}6(oi?a;4f(ArjB2>Vk9D_(4DB_rC|5h^u6&o9Lkyh7{JK!=SnwoTp zJfSxcS0Vwc&Cr3-i>03b@|xk6YXfztOo?;C0`DSL4f`*zsHK!4 zkf7cN@CuQE;pI8`SUd?amk|CR9yQ&wo?|dm^~5FRSE7E7M(vFu;6On|WLuQ}H|^(L z-Q3baiRVpr1`%mw6z_juQX&J4P>t;ok4m}2CHUF1XH(<-3tRlU;b$(U+!l=4=)2u_ z&ki(YO(D$r`TOsI=1IMLIToOjLugWv(x>VDkT%J50l`(Hgh@xfAdC@KI2>u|^{y@W z9AZs*xc_vTb+a%bHGwXwVU>!4XQq8xXlP^vd_d6X2acp}pw0?xM^e_8Jr>bGRkF8` zD7OQO*B`Z}mR<_FH! z0svLHH`JAI5f;B)7cux(3>w~N-jeBbDacx6DIFc%-(t{guiR{KTm4E!J^Y#~(6vArDphrc~{PCFBHV!gTasCS&>o5yM?#B#I zQS(40<;h8>RwcaARv&>_8ngvaW4O!_HeT5(J_fyI1KhvN62!WLNVi#d{L|B8aDTkA zLJ!f+XQ*hwD4&BR1uRjN&kW;DkxjhGZHhCO7vu(bRQ3$uM|l1HT;V^?F8=rY2CKi& z`A$|oK2?JLpe~1(ERbuIiQlO>X=EV8(SX`THCVE5jby-rQcW4yxj=kghuSFZ12Tmh zgQ`myT<|afn11rbz`olpy?UR}>;wrRgty#2a|fDomMIg+cG;vF}3-PiZE6siv3m zF0E;|d(fzP|J!5n^DPxDPkc9=YQFX{M3g|WI0O=s5Ac~9ZTV_s)g!ADKN>6gpz!g8 ziQ2en6O6M#jk=4U#I<|(v6x3O!>*rH^u_eOxw~HUg>idxzwFVSD>s%5@PtFfo-S57 z@+JZUOknJ0Krn#gTKV7He|}j(G(n=r^V_wblu|}9GS+rwJ&6clMpW{PQ*MZm$1!c| z_!c=l*8xg6xUl}YDVDhOR`^j?6WtC&?-OxUPBPe~SdUI)yUhu}pI!87YQ@LXe6t%*umO2q3d)gp5WEs|2eM z6E?vEr(Rxe)aF_E#Y{oi?id}0+ogzcDp544AG~7i3)sHQzrMb~BJ8oKqgyuY+P#~0 z>sGB{qlHPomuAy1Hv8~rxLo6#v|H<9muIXd#xdkjST8axCWeNR$6IeBonp_mR4J{a zl^u9_h?u!9^qXD(iyv8_(T8AFy-eGeQEs4MeIg*a2!)|1ki52$@ep&HVnyXbZ0zY= zyu2!ye|Q}uL0ek)&H$D;e@`if6UjC;l7v;tDbv;lw<*_|u7;ua%ZWAV?VbTgVnIe8 zE6YA^3s?kG@qK1O0-(rKA^l<*HU@VXMAXR^0A0opF$yLaRxz=;D2r2@9LZG=n|)~f z^jNNG(0!SvV~k^qlO*XoV=mf9vRfbWl#k&SdbBcO?Dk4cp~&V#B6mZ7jkKJc8VH@S za*sI`Ko|QnljL#~iaNOt0P$vvV6;MEAxFWP;b-@2B?w*@MdvMfwN*d7bWM2^Jfz?d zQKG>*R=KDHPzDZ6*A7(Oy&>Lf)FAPv39D!^)Ol9E-ZL<<&j0s?F`*R3Y*^gqf8#4G zaOt%QI~P25zI#HBUW85SXv~*Iu?5#s`E8JabMeRj;iQo10&g8mWs;zKVJ(N{mOP(l zPHBGn^yulYce5WlR8&NgKmhw0I!pNYsw<4iTPOp{Yj@E{A3461p~XS-Rx!831tC_6 z|A%hpuO(TMM*kO$*k8NFzx_SW`Qnzx#gb}_-{%YVh}0kXr zW?J1(C#cyDQQz8lpWVHF)v5-uLt%Ups<9`Y9P(v-qN?P(r{=J+r2ldMQ_JdCGT+oYy|FAJmP9jag5=PyoNqF#L8 zfA-}@QiUnGb#OJ(Y~30IP>7}pErta_v(5N&yF+&GfR0kdB?NfKXZQLEGI?e@2V{^hb<2JC^#V7vO(t^y=DCc+wxbn2b6Y z!kq}ri#iM|7sjG`gS+~Q!m%$Y#f&Nt>4t}gMbLeHxMd#DN#<|6zm9bUIK#k{Zd%T$rlwYt z*^D5Jilh48&SRt&B662_-y~_CA!QhR0mQ#rfL2YR?cN*%BEUq%s{ny80v1g;qGHiU zzy`d94z7F5zy`f=>hKScP6pilY<%$I=ht1PD!GG}sZmtBM+mo0=;t_tS!tw075tkF zD;&-JD3irwp^zilp%|HvRgu|g4v?Iqr2CPF|2Kl;h z(}aOIXO*HCbIl|jbl?xoaCx5yc>c00@#@6|B^TWe-q)lX@l!G|w=jS&Y(X|!~J9KmA_xovW4ZRf!Q+3(%^fmewOMMLiYQDj?dRa=%zVj$;o- z#zRj-A|NL8a%aMqQYhRVvbG-{wZ*4!naX%q?s=x=`&&rcX?xG?GiZPyJl15Y;g;Uk zf&$`|eR*XC>1!li?8U>?(Bna@2Uzj2vF*262w{|DdTRd_Sb1S@X_vr8r-u#O2Li8d z1(WNO4s=k>CKUa`=D?ropSmF+Yfv$7IV3F9n!=W04=H( zhA2L?FcG}ZSW<-^OrpMG)$+fvX-Jc*d=tmI2$(eQP?cPP zNMw8TZAmG^cloNQh#ZbVgaGnTkQ<2fg#N*k@s+umK#^VR(oCxw|)H|6Y{TKFnT4PZ15w0F3PpZl?#~iH~BDf+eyR zPn~||{l<>2E)H&Pd4k5VCbT#fs{)EU_bSfy=#>s7=O+-463DVTVzu@v+9`$og4Uiq z$l3R_of1LHS~T#$V}T@2RBrPQr^VQ6zKz=73qvCG_+!b7I#?Z%r&D+QTHSd{r?TK2 zyALT!)ZHNG;XcF5Sp1}W5qU4}+rkj%%Bnm2Kj(ek!EUR?Ky7{EQpX9w<_iztaU=ap z{AQKyfdiz$oeQ1{c%l{c^+SR-Wz*ftTuSi_jZI5a#eP>W_Pp~G+Q`0rpL(}YEU!y6 z^{qp+AleH=nl+*jPR19oem`nrIid zn?m6{eyIbB+!4~r3ER4%Jc>SWP?zUG$tP*PGwJmKJbZf#oJk)Ky<>>Pda{k!GZ z_j(mr^Ps!K(yJsPag8|!Ewb7L?s>=&qv(Rv4qm*|LNTP+vy~B2s5S_XhyI3eG(OR1 ztcMZM%&g^neL40iF@nK|g)w?AywC_zSaK%Plucx}P9jx6jZ&KljV2>$Z3oTKgAY*F z*KaY-5VWY3mGs`8vg45paby!uuJCg5#Dy|Kn}Y539P~?Nku-adXL|TI?qZ~2RW-H9 zd-v|ewS)u&JOeAfe$V1VC5w}7QyudFChH=O7Ih`1r*OCo5`M!=WpP)0#;#Z)_vnBG zlgCU75hzF-u+Ie;T1a_Gwj61*ou6x+Pd&)8I74~K%l%gnp4O&d_62cxLbsNxTyTfN zhE(UnB2$eMQaE=18rXH%cBC4HkewkmJE}rZ3xXbzC6Rf zuyoYT4)>%5L(FEYw^G9m_y1RhwJm{a2a3aFC_21`Q>F79C7 z_3qkn&#Eh3`}9)-uH{t!9A+s|X6MX8+=M6FD%|WGR9} zmc;<5OD;ZjruDvSpRN#H7e2ARS{<7jIPLAL*)C+JwpaQ&)ha zB^|OW$G|r^jbF8M^jh)}=w7hGIRgmYo$SBtjCFrt7z8XoKOqVzB&Jm1#RIJh?XTbm zApJ?!*JLOS>dX9)!1Nb!ClM!EfT%-d@#aSSp~XtsEQ1E1~;j zVMK=>C}RA{p)PY1uyxth%;rWG4zC~8P|VvAce-%T2Q_Q^1fmBY=6Q=Xxv3j%Dz)h7je^#~j$@z5W~sTq_z{UB@s~PG z&_hU0VTxa@6DhXMVgF_|$oX|(369`NhVSr;MMK>e+vw-dE6Z*i+HLG`bJwojz6be~ zZXDZ`;JvVKh7SCzi5l&zQ-D5SmzGrY#r8aXxm1XMd?xof_2Pwlx=4z(e>E>d!0+8S zb0BRo{7?$*Z}9({1(wCBEG;!PznaCgN=dZ1{ck?ge{zM3GRt#9`qAUCKi>VuvQAF* z>!;&?D|b_8{JYOD`zIsyzp^<0k5C7R??ENTB5-g(Y$D}l&AEliKg@9S(lv{XXo?{% z=)eg{+t+#h)6c$|+Ea9y(0sg0iU^Ktijog5()-aeTmFK27^eD%%F4%Hn-(LyuE;7* z9$WY~z>Ug4yHkP7g;~%3aV%U3z2xj3ghM|cpItDX5?2c()qN9M*%xBaTZw=Z1qsoq zoqus(>8`an<#Y+vD|-2k0?rZd2|CA|-^`K@G5B`-h+PEb9*Y!O{xrbR1GO=yz9tPY zIDcZj-q@t(>%}l|apUgf+{5S(L~vy85$8^x`zw{%6v+4ssL^x4 zA=@J*tGVzjroc9K*5uxMs1~D9g0EV;HX$X?`E@Nc2dA3pk9cUPrlk303<@U4!GoIQ ztdOR_1&bEtu+b{R$9Av<5qSB$zorr8n*)9eS}Wwk8Kv@o10oU|?r-3KvAEt}GmR}m zBh``xUdrK)6>x@xSsNRTru|8nJE5NQG&17cgBJZDpJyx_i88tgVtdH&J+VH&=O8Mq z+Ry$A=%R{KdYQthRfY_(h>D^F(SMN_5%D^Aad--?$s?hyNB3M{8$2p3dbxo+7bd~8 zS@BfOP8i-Qq0*^oYHFUIM&ZgV1zuhK_2PK^yi0x=juZuCVbThgl>l^1&It<~8Dyt53(+#l0OVn@~S8q9#2qT(s}4Z29t>zKqi z$x$xqa3v$IMj?rr!LW;F4_`p$1VsBDEG01J31hOHUl($|?XzC$X06xF)5zpE{-afj znek%f?HLzVIJ^<|;kq;foFCFz`Y0S?TBguqEIizQYVALD z+XK)3Z94JKTiv_)T$0E?P8|X`XGs0eg+z^=R~sWr<&}<~xw_G75Bs^ZVZY*v{vHld znfk5ucC?xC-c*9&g_j$d6=c+P0}lR|Fo>N9Vi%Kq>)CGpaa$320ox_*Zvk@KpmwwO zH~Ti4+JkqnWyo&JesVLFc2z7LN-G(L0$bf9`A1@zR9kyl{n^>Lm15$mNiFy8Q5!hV zm|!j;>7ZcXpv(;mT&-mXX<;3CPw!X5@c^eS)SNpsu)3J;gMGXH*tq`*nP!uw&X>n) zIe2(94xjV1?z<3#8kA)5WXj_2N9N}0(y{Zf@(HLuz5i6b_($gPl+jlcS*vvI`fX!! zbDIe4yroF^<3fL`V^p-;U!L8j%gL{25o7AY5sdD?Emm& z6G9*56`q6r7sbS|!us{E!vQG&z3ltno8ZOcmKM51{x8^K|7AMF-#Ze2T_q8Zj*pjx ze@Yp(9;s~_t#jnaA!@>lN=o!@*5sipKgyT{OgN8D*dhE7UKB4@LK$$L1>i4H@YIZC>} z;gT=y2OUT+VEGUjDXypLS1<4P{789=PZl>rRmZJP5m9foxo*8 z*-p%E1ryJKst@NAy=~fz4lOXMeK_idFsn(X zK);-?v*etW*w|R6S=Ys6taMsuF*VFo+@+?pbZdUu|CmQK$zg3H2tSDB+4n)Re!u;l zz7cZYt;#|bf@3gAAnNsBh_bT2%gqyDSx91;+HSIx%oeW3JlT?Q&IioKk3Uw%tbSJg zOoC}-Ji=Q_I-BKv>_t4&i>`moX&=6%=JhWb>r9PGu2x#rg8BA|sqR8a?Z;^iUkUT; znU}I$odGP=0}lC3hwy|Ew={Sc3)JLoCw?I@BDUZxGdS~0o6w}NM@kuMFG0-UOV&}^ zV6Nzz;@pt-fOd=WN20xUr|D`&;u^ynrEkip_GY_|GWEWIJ@V1+!+o)@My|2*@DL|y zg16CXaCe<*_EXlZC3sw@LzY~>yfzi&Kx>~V&R90>6$*kDMbA?Z7W z*|ZW53OP!2UaxiNFpTU@Lt%~iL zW_Es?PiuSQKdKieKMuRRt7Gte(n$C)lJi}azqk>&5MeX@vCZutrNsLlQT0-@9t^W~ z+xN!LFCd_VC4a-qj?25R&{phw)w?D6hEdHxjV-37O_Vh`_qet70DnInHW#4iS(FXd z@{5Z@QRFXx!3Is+Am|1SDb8NPqdhxJFIV+0RuMc!y9Vr6fRK%<`$ONnD*etcGE4s^ zA+G;%K{xLAS5^n;OwEgX8G1iGy8>DKZ`bEN{9yqN7pzVb5cZ#xm(S52&6Ml>D%-D_ zcZ^}`!ad%XW`7%Z=bac;4obB8MbG@_%J_kyHA~v^{s%|m-?kepKnm1Z)!sEC)lU^x zfOP&_?CNUkDvRSh={V2ezX}9e`}&0#gUAyoK1Wr!{>#B7ZCbQJUXX0EI7v~e+MefmBn=& z2AX0(8EBG3hV7(%Bz5jLSw zX(n)7a81#n6X0sIg%~{hKyc6&ul&4@db920Sg|GiYr@}-Lk1y&GLEqdg}TX1x`sOL zu5at$7TpZhiwN6dVl$6c4Oub{L=G>8m$wAztJA#OO<)Rb8NCV+vVY`6Zr0$B2KipTGab#Iqpy8I` zA3rMK>vj?JKn5&WS9xR&iZ zOSh7)2Z&GPj4E;%;GJ!P@*uLv;dep$ES?SHvm;k!Bn><~+U>E#VD}A&DYF-cw>i)J zD8{)NVGwcA+oO$>It0WQh8S)E(ounRo{sYd$YJX!C#rE?YXrm|y|IJK3h6;K3cLPH z);g(CFacvr92(xpC4IQX12QX3@4!iOoE$ks4pzZ|y=P$%5w>gpBkTJ~u&XRmILiAz zcnF-YOiK=aLMLDyIf=-}=hbuOWE$$tZOdysG)e0Y+9Yw9dc<1?uOh<`S#_JZ_;~Wy z706#um__`mF_;^sBaN+53Duxwh7WQ!IWPrImix@4)dnMozj^Q! zChWe7y0vX0Fy|B2lgQp!{MZ$xt_3jpXaQ8==p4TbDV~TIbvUXu5-l$DcU4eR;M_Sm za#$FIQX(;;S4oDrw+RcVrA1CAAnibCJ|ZqF@&_x>+e-eL1nIcK0fe=QdVN1ymv~x? z%(96FgzQBi3*602P9%dc+y^Upr&qP7Cj}M((v3G2IzP!YJKZ`D7k4T-jgIu%5~8?t zeWv^~6>^{zInc4$b)*cMpd#jB3|&jwIIXUr(>{%I@gtV>Xin>_JZeqf(Pp|1EDeFW zd_Qi+)zBj$M-#z(;`x1L(wv2YEX{FHzZng`#C%NZI+ua0;+f}MIE)RySW99DnwrQ_ zZz$kY5GiQs=$_$3G&UZd@+(P<(Ko18N3#U1t4k1zL0k;So60s7_qq|U86-uVmrxbF zF%t$0@|P;efo)_WaY_uF8pjY>1-vHlcPMmm@(r<%qi@#A`xQBZnVbqmnz4K?q`bym zSK&4${g(~xDB7p0ug~4{b>A$)(+Qj0AJ@?@L;L&hJ3Kr*q*~pIoJPBqh~a3egU2HV zmg^oOYa*OlyO*%*1>c;3gV`J{rzj6<$jU~mc`S}bC+i-gwnvJbtpyeghwRkR_qC;2 z)+>{~8x-B8mXvrb1pE5d&Ow6Hdp*t!86HJc5CT$!zS%`*-$tHhd_3G6udfW3D zn3$4KzmQXhh%!Bje#En|6-^Bltsleb*`!g&=M4AT83c4Q%rr4yphNo!ymkf%TW}BU z(Ac-!vaM1%2T=g$GTa5bvywBg9M5)z#$mLCIN5MOhk(lq?~Y3T;SQMNt~rw-Uea)%(sL@$;F_)C|w#e(w9a z&g(eO^Ei$(^*n|^DG(N}?Gnv|~bz7BF&#U<4NW)Mi}F z9qqFa*L^YYM8#JBIyIO5fDCtnPu?f@2P_<(bSkP;afS%H#me4?P@>JMzdcCguS{VO zmP^8xodOLU%W_>AuleiOf3VElaPw+Wd~`Gpnwf%0g)SzJRU#B{yuaW~(KZq5Tm&*9 z-x3Ns;TVOeE(UqAxfCHr6n_!!z=8*JyN1(HnVW_#GUPyG}<$BnU%S9vwB7N|_9(Rw6WE$RL+< zlwP*5^?+U}xS;BE>sePMp>y{CsMwUz6AYgB}4GT4-_FJ6ovefhEjRm_CFA2es z0W3ggLYwlvAvm)Lky}yZobG1BE-LKgNc^D*#otHJKH-Qav$(|gpx3|&!Kegf!9{kO z{af?FONF0S&?y87@*?v{j`k7B9Ak+e|VHR z2anc_1zb@F*norCa6Hl(==2vbOqjomSSF4Hsse(i!5%2VGU6&W_pcdEu>IZsVZ!eS z+5Pg+(9mB|DDP}ddn*`1&S*`r-x2yKHa!)KlU2$vSRaE;1T(hzQ{g;;o@RG-xMi@` zQX3!Y36&yTU;33$R0YeGyV?A)R=&;=Y+bn_);!Zb^~H@pRWdpn@&xHitTEV$7Mzej zPV)41^M1ZipPUTlJu2 zk|iVv#nCRJqdRU%Vz`xX9raFgcfE2K^pSxASxD#wUKBqF04ipG6gZh-M40*^Xw?sO z3H6PiI`EN77+BJW;Xm!c@48CG+8L`!^!YO_AuJ0Zq=Hb6C9^qihz-eDn z%|(%COjp}HqPUT?i0J~2ZyD;~Rx}si19#+3jeYlX#9H!cXZ$DgYj;-~i?k>6e_x1! zh!8UWK?s>VX;O6k@KcK~ay}NARLB&CSI2GtqbuhlMOAGac34!YcU$h=n=d@ugc&0k z7;#b4A-fJE{56C>jd-r28;ZK^iHMO?&?Dg`8$?*~wyYqke5R}`ZgqPIms3n%Ty2E+ zs6m6y`TO^6{BCD$9SzL;2w%qvlp~BpfD*W)#zaQ$Zr0rM>$c=WT0gwA+H%I^D=Z3L zJaskJdO{4xA{T33jLIPD3M3}HLOUGNh#Z_4VqgoKwjin-J=F6UtWJWJ{q&BTFPyE$ zQ}3S28tI;1Oo$6Bl%~0VQZ}nBx?R2YC8z2o6n395iqjs`y-usIYLQv-xykWb-)ome z{LvCB^tb{9Ln{$yK$CzqQjw5}YZTlA0lDFv3Zk))BzqhE+gAU11gQ`^PQYf5&wpKa z=G?2S5d~_VVbk3azl#}HUqLFdtnt^bxuZl|8MozPP`%kOgO5Q$L4sB;Xo+Cc3w&^x ziT4>`(2+CFOn8|A*ahlBcmIQPK<4nOQMN~V5l>OLu{PJfwF7Q0$J9emFGYb<1df|+ z<+5heF7~ms>!(G*oH1E~F(+WYz(tV0u}@K#jb^VbSQha6`thPtj|I;i4@8XI-A$vd zVgrR}nhmKLp@;1{_-^K|&UE2+S>Yjo4|`qck6*Q%+QkAg5Q2<8AFH;on`z7yGocn*`zDx1oyk&&Vb;@8_j>(E&LC06R|!358g)q1?EIniA@22UbT|Y!a_i~8 zMo~n3ssX~fAwIZ=7qXc2mCY{(vB!glEHBRK7}fuPSm5N}&a`JL_oRQlT~F@)Of+^% zY&|(rEfUfj{ArG;n2Au_EZFoykiBof>}V0CgnOHK2S8icqYv&gskB}cbWQ^UJAP~h z$y|HC7&a&_VCO+U)g0+h_!HB(t+Tp18exDuP1xBy1=@zO)IE2U=OonS!qrifb9gJ5 z>0t8Z(8_f(HIAL<&TQ;xs~17u^vK8X8r1!09rG!g=}Dz(AvD}+zq(kq9w^6aE2}S zw4ctaNUSCA;jxqnJ*`@RV-iSgaMUPAi|0ZfM_LeH|10zt;RV;YPjz=hm2mkX;Sxqg zw1Soh)2*}T&NTzUZ3W33yH=5Iv%IRoE;lz_y-@h6h?JpV=~L0#l9kmoIJL62gbM^r z-0P74^)JF14hYlCoyZ%+xF-Ui;K|(}aa_9{-HU(*;^dTyNo2yolbd0Qae+8Xc=k?s ztNs9PAo14DhTStojn4nz!6&slTlF%8K|;FM750`;VKkmqCF=aB>FB)inoHKDQ|m*F z7xTin4DIWd2?in~nEy3CE0vcP64)fXVAs5+S7$$1qF_H7heK^?3l<`DQ zuwSlV>ZFE9*uG^mw=muzl4Rc8vAn%Z>XG-W(*-pRnFt5>^-Idr|{CBF$E5)a4I$P_?wm}1cg(rB$QwRkUR zan@d81-5o9lW-Y|U3Na6FreGJWIFyxk;j0x_oqcSvi2XAH`chHAiFm#$oycyky3~C zP9e+G0)C!;;Y8RB=b8JiJzu!?>B4hAt8J(Z8Xx-S`(;CK{44s*iJp6HzI2e}WJW{J_!erT}QQ&={8)-p=P8^r(( z&10xLCYr5I*|JB)yQ9tZ?(N%`@hnu?_)UymJnFmVv2*fPG6|cMEn~?rT^RGjnd+Q9J7FG0Hn72JAt8pn!+z&VZ9mm>pMmJt_D)i;- zEaR;W}f{|KcPy9fa^tc zQMysN4_bTTa$QqbHv|Bw>b7;O7n+qPB_+XR4{H}K3MkDztf;Y<#(O!3dHnOP`R@}f zB<5jJtWZwlhN$4x4!|rglw*xVi|Kkz5VUwhH;faRGBaLCaxPrBFm2K#KQs@TnZFU( z_|@Q)arY|Z~)~@#i2t@PZr!IQ<1(01~V%%pTor!Qejhl{h0#C z3WBOxV#|a^Qu{*Z>%vIj%jSrQhgM%{C>67V|&ht2@7cN}54$V{huL~CRUA}yI z!A)P4;Hh?tbJSC)PB(_cO+D!E??C$0#v(p?>EtO8xs?2*Qbfo{px6W3(oO>zn(FH8 z7cP`D=xnR#S+cS#J%EB#k0g`M3FL$fbiBw%K>@RF^i(x9M|!KF;o*y=J1AIrL*c#* z=S5vIwRm?gm8jqZ@RVC-vt@+QIH8~+i>U*h!78WJO2k4z%d?6}IWA^Mf z9k4<@*~5!N)b~(g(|wt|F_#*V8}7r7Z)1H$vv$Tm-VTkV>j+d2uSYc(=71MgqrcYmcvm``m4+yZw2Fz-bXFZ#x zy?$6!v;ub;e?XK?s{6n1zfcvBy`GPtZmTl0Z6U{x&&5(Y-ulX36{Vp=?*b=v zK28AyeBwPw%L?@?AKX%$y+fB3oI?64)$0D1qQ*JQ4%(ZFJ#LapLIpX29nklLlBvp8 z4{@>z4GVjKdQj?-T}1*wXg!9hzx&M7HrHK7&C=IT!9i5&QQ=3V<#}o@r^e9$OuM*7 zaZ#dnQexsq45=NBQeLzoR@S>#sEJww!6{rs*x8O9G3Fi%05hQ{`U$vTT`AVtm2G2@?`MYu{8Z=wD*( zz;117ZvMbLH<_rDbjCOtKMWYHAimxkj8ZJdrZ)QC!BKOW)U$R|kSv z(@Boourt_)7UyG@?DhFMhBb0dq2ipr=MIxby#vcMO0L^)ZN-;pDCF<{-p zP^jUA^IMoMU8YLPcn*6C3eT@P4Z6uZ5bM8Ix_^4wgVVp?!&SR-1HZm(SiLFDMWKD8 z>QGsdxw0*~`JH7Bm?0lMeOjDcJ;UJ>U<(D-WaSecL^C#1ALN>SYJLhiQI*mq?q$v3tLk&5zL#jMyo*uTjHTY%N zD&tPiH*enf`T1pq&+-w!{DnIjUfu?4mBB#I$0!da$!mQPFND=3M@CA99_oRfXpV_V z57I+<1qGQL^*X@Z$^EZ>9x7{OWMpA!xu3grJ}N5vllv`)D`mL5XE8wGx0XJ@gS(J& zygWL`DnGrApHtt+YqKxJ)sz$!W#!~_r_zM<%;c9}lw49jO;{MNuY~obb;fpW*to*m z!|m_vu7nRS$*omarz=v0n?rO&3mgD`y1KEXKSBg^XSndRYQ^ii>ALz2T`Um=4RoucZjI{ z{{4G~vW+n~Lhv7}tE-6lcov4JWmQ!Nu%SHpGUwWcC*61^0;+iS-P+?Y1wDJkp497@ z3HvA_mlECPp}+o>`O=DKcZEbcDeG)P!c-iY_mT=YkY)CkmF;ffGgpZy3Ki@KWTgsJ zVbeW3Q$ko5lfA|_v|?{)vS!U#+IBr8{rU!BnEGXM3pH=RbT>>Sp_NO>hx$aSm2FNc zRi~SWMe9J?hV#H=1!k43O961)YhDa7eC@J^8cG(sKwOqGMvR;c6EceIZ)@ z%jt_twR07&u6(BME@?H>B_7|6$x9z2;_q?EHUWf+0Mzg-o729t*!0YHI2F;Dw6?JOpUg0p9z}XOI*cl;~i^F$8&~f zk63b$qd`H>A{EnRH(EK!M2|Ap>c9G6%9Q<tVY5HExMYl2I6R&l%98<zkMF zb&hU2YUy!hqO$VV511882+cY4$~6$4HJYtsJF(g1hYaZ)vb)f5jc-LF(Pmz7Q?T{Zm`UnLt@tnZC zAzDrY>G}Etjg@E2P+~@tp{Z%lk^Os-^6aMwCLrLrZ8&MA09i; z`*o~mag*)+Jp1d%aqHHt%W_Q0W}6y(ZyLk`Ily5uR!eJe{{!7Ap(z^d)aNLwr&1Fd zrwahD{f4^WHvbtwxFqQDPooX%GV`N$%H9Ij=IG^Wnn5m)TbU0*~0!}{t51-eD`SeusN8J|VU zrodqDo%6PD-@b3Xuc57cUb1myXW^<@i-z3z3h%*})&_2lvLIGNf(Q43L~{$8bH;*? zT6}R3p-^$wb}g!C1Ed??-kddmy5dMqY_}QqYlHi)h#4dA`a8arq#?$0=E%T0c>J#< zWfhg5NYV^ft{e)$*~hI{wZ1HYJ%Dhz7uDbZ@nH-%U(>PBE6t!hkno~b;aH}Xg@ruz zzd8yD4%B!QH67(JEU(9O`rM^Ua^T?}7M__)7A&|0;L)I=0 z>&&VBIyhQdX)5kv^~KMr&L$~6PsB$q^Y)&>Jz4t8FMT4f^?%07xkAb+$s#{1s7-oV zGil0{xnzvT_pE1Ip!Ae5OzNkfehSI`Y@p!ksynh@H%r5sMJAu~OkN!?aLgg#9SsdV z$O$TfE+N+M;K6KqjFK#y@)5&_`%_TOa!#HeePDUS6x&SKl~LU+l}j#A`n>8~+!ttg z2NQ_3N3=Opp8$j0lmhQKWFt-9CqRMo>Uh7792*ZtbQ*5iqK*Rt{=j<)GUR$gXvFykwiPd3Y{PFIVz*(HrNJaI2M*E!jN+I1UTS8>zQ zUb|dqPE+*V!|r&8_w;RM<*JoFOCD)`-kWJShKSlrD{XgCw!Mt4Tb#F(a(Pd=979IO z&39k{(EB%loV%OKg|fbW`h6c6dop^zz`)GEz2;<3Zr3S1{A<|hyr|FNGu-axpT$OS zCg*4!71y=oBOhO0pBnC6sRWs~8=GCH*IBk;zaXX6{z07wwU($n;Rx-SYm;3~ZXyCb z{g&YrC60xJJTLQ5aJq@xRvr3$+nPLi1)a*+6W7Vx^3)V&Z~I%3n{own$90a5XDP{c z6^-||Sw1*R>R9#Y!e^4Wo)mBH5)s}){+b8B;X5f_M%+3Y_E4wWS`gv(N zE~z=##CzNi8$ySop|&FSgq5|mAGmiAAg->dX_It~7!{U(YQ`YSL({4z2Yhz&?`{7$ z+1~EFl6OsViMn^gI#`Z2(``%cST1~xAIK%Ab0d8HZ2aQ_bv?g~r2i90k;Lt{IqWnA zNgFA`u~VlG1ClS1CQmo zHY?DAG9>>@Xeb8S_~|*@OsQR_^kUdc$pYiBWg>MnI2k{MPe3#tAH6dC-dl5%ndg6r z%}my|NOOzaYxUz>%E~1Z){`nU{Z{B<0&e2#_V*aSH1U?=D@8jh>c4;E->a5O%>Vl{ z#>TJ0x>^749hA$T4bB=UK8pCdenArS&nr^2dtCnK1-JkD_wMokyuxLXjOu@XTtUHg lV_*A&|GeV=*RQDQk}N3I*`Diq?Wv%NnVBp$jyJO3`+xs&vkw3O literal 33670 zcmeFacRbc_-#>m*$`el=zBeOv@+~$_nbK zK{U{1UwEmt4Aw@0XgKQZb`YR-GsR%?lR|)1y$f zP^ia`%3D9{Z?aKW)Sj9BKAQG}VxTn-fhLR!YTB_6$s{$V;tQJESaNYozHouC0-6ukv`; z*=#DqJc{$H6gF<$xNPN0#Z#y5mW~36pL>g`ulRPEg(01|NbjIQPZz?F+%ur z!0^+#Dgm964JurWF&Y`Qq0^rdE;8-AaI?2MV*8aVSH>qNqZFbPefMkMFHL<>>(6x9 zIvyXBm6O{+UAIe0zSNh0$MhBEs43AMDuH^_6C;A=-49uuroLY&)Qk$Qzv%&(N3-NM3I z@^ziK16w@x=q{$!tDkFT+3GdCHd^R5gcA&A42jI=qEL(%#JX{lwHuc+)xqN{WEDGq z!2*86PkYnS()2!f?3nm+ht<5Jh#@T_V|{AVdM*2)j$-d9ad#HmU!N~~d3bE2o<4h4 zDZ_Fg=}L=8vf*c0hl$||AKuHJPoIXzYGmk_Jv+oCXdccMfwM1LzFb~b)}u80=MAR3 zy-Bts`pH*XnnTNrizSR2UMIiCUy@Df7ILbpzHi^Ytxmb3rIBtQG%@m!wy>D$M-} zw?<^TMPF~6({$9U#6$*G);M9iU-Wj_b+#B-e)};Kg$UUbS+*mxM~*m41&YLA?sJNW zXgbaO42-$xzWLCLZ{JKpLPH~Mes^CZE4Eqm zR#P=HEEP0018_T`RxJ)>6;(aiqxQAEUCz)!$g*F$E>^?q$&=8*ri`d7E!l!*oevoI zs0RNUXz1&U%c(uKO88QWhTj3B;gLG6zHeXhYLBeN<;;5-knt`dZO0f zo~s0jEv(AR%R3___4@Uy%?Cf?-HjPmamfQ8b_McrDnwp7U{qh-|1s!B@-${&X#RzL ztoGlI8mM9NZrr@tP?d|3ck9+Su>o3+qT;cPhH_qT2PfvOSHB-}9 zdK+$UWM`7gX%qJ8;tAMWS%YpcOV6%RueceO+vSF)TJv)W6my*8}C zYS}@>YrkYwx+|N*&r*TYRBFX`_rouC1=?4}mPIN=G1{=??~A)Q5M_U773-6zs3@$> z?6s~r0e#-H8>M{qpNNf}^|RK(lXGPi&93IpNKO6Jze_9sK10lGw!@^Q17@*)eUjca zmnuAT85S0n+Q1vvuP=MHkdc`=#Ze=zSDQYvvMwk0aMC2OD?i?OkU7E(Vd$^y<~!<_(z2^~uZ! zO^$dYqO}*ecJ%cb)UmEvvz1z(Y~Zb-=J+lCayg6tA+wYILRN~$kKZ&kHBB;Z5~M2K zh%rcc6g-qOtLd@K-n^s&p+T z`$Z01Y38DymXfM{cW>Rm%+$BMRUW|(lfOP2^$iX2Pz4<(%GbaaenLe#Fna)ZnN>MV|psp67#M9gR@`_jFF=H|mmzGLK zDa9$K7&noSrVuWDbdPFMym4SoTyAdew(^=a%k$W4mdEy`IpQ2YMn_Xrj*Ds?4K$EB z>9#q-*_l!rAgsoFxlCSN{n_$7X=UZ7p^|=~I;Fm!H|GS`P2JlS@bSe77kSL-k-;Xl z(I%_F!-o%F@(pckYxDH-Qs@^c3lQd{PE7qQr(?dj;WoEsrfyvTE^uHmg;M510U)Di zpG|m!tX-dFv{yht3G2!$CB^Dm10($+`Ecns={eV*9lZKhM?L%Q-6dJGGn4h{7Ey|E znnpi=<>6`TcNBREUTwR%a`VCG0m63mn}wW0E0Kck3%A%S#j5X)&q})Tj#CP;(~VVB zv+aAG*>sUNPn=m-*=`=5a_)D?%JO;=wa)Vv@SV%0XkWUdTNNrfG0_({QX$S7p_XD? zpW~D>fByW_7Nsc&nI~KrBP6`JRbLzWNVaLH(lcV%AsuvQpPF+?y7ho*Yq zxyVNjP$;=E`P*-j2N)C-v|mzg(*eWyzR8)%Aum5awaDq3I4zPE>$B`qEDls8|7ba| zfr&}KY6ju@w1;A}a?nU$T|@NMnl!V^(_Nyo6>o3R#fWM}A?SDnYZpK93O^|-D#|Qu zTOBKmkwcn$Mc4U*^(EIp^21l;j#XSH!!JUvcz_E@?3WqXAH57>GhiL)foeR^&9`9(=d$=aI7P9;-? zREh1gYfdyDSwe9(+fD$}LZ*Wz&)IsC>olvbf?#u5zA{{8>wMEN9AsmC&65V z@u}$J!O=+(hl!+_AKp2hsjq%}3UJU@#35ZZ#dx5*l0wlo9Q*c#nm7vQ>kGA%9{!8yy=NA^L|u1l^17t)Y{oWD%bi6y$$s3lCPGde_(mRyFngkxGg-Gn%!P4}EFv)mTH#VmWliC} zVlU3H+8DK{ldeoyGk_CyKr7XmHfBc6nV$u>?>Tfx#b3}uR$o67lROkRgy()^@hVy< zFllwZe*HQ^U>JUG)R-z`RG%b+m0{jny?c*VwmMc+UAgEi7c!`yz#oj3?$e_=vkHig z=0CntlZ_e_T{j6lNl8g@V-b$TT!)3X~)6JNZFh3gk7c^B`$ zc0oPUy5bq1o`=nFw@ekEq}i9Zw{#G0Y`(l*xL9csh26l$#-?+)r>b;fq|XoOPv_jZ z=i`lLG|^I{Oy}JpCY*MI*oU%uiCpj(Q2r9 zN2JAIW17xTa~4Vu1K;N6W*tP9QbZy%pn-)m{;mC=6FZ;oyI5j7((4lt5D<#ROvb_t z%eFH_!aKSh1=wYg$^Jwg6O;I!o*up0Sd9jIR2(IUz&;2MkCM9V(W6JI@#n6+EKV~jeY)@1c5ye92bFuAZW%r6k&QwY zy`Cr(4ePlz(u1Eq-9VMa2r`{w#W0`Zr|p)Ovr`drgB5(t*A+Zm23gw&98#k5xICm>1Jjl3rTi;zoG5QQ|p z3T_~fNM7EP6v|$lO0m&W^C+!sp=SeQFtmyhX6{Yb$B+pReP8m0nH_7F-=J3Bm5HBz?b;VWER5+-jW1ma&Yt=q;kx;d zET()#rp?bJi$292J9d!xci^I#scChF)fI%Lp2ufJ(iFlLP)wfVDBS}oEtnG-=7Wug zkZK~Z7J6H9axPrB5ba`_XX7w4-sQ`C+3nY0Q`GRVIhJ7r(3m-|008y7KL*tvShZ@E zFlI`9rcELurH&En0mG+K0f!^ry*vJvllEy7i8R4<%E2;B8bl?H@v*T_Nht`D9!Yki z#(18RNP-hUiya*uAwXw+setee!aD5KoSBIz0vTFc&*4tJ2B@^d4cd~Yj+zI!Q0J!| z=ip}CZ~_Q{@Y7x#mILEPh3>50Y&GFBd4ntDPpBkZxCNTSSn3h&!=4|*0v#j60&I&a zw4X1>e9Pz7%I3m7WLTmMGMF7%vUKSq^AVSqM{g{u(`sejvUBIjt5>hOaW8OQ*KRle z$knj`iuC5}T?E(y2NX?AvJW1{`SW|%1KOfBmu_wz>oaBll1{9SZB$GxpAPruPB0nkdBbzNrdy>+|Ts2Gu~njPS7 z@cOhhH{FF~L(%Es$7O+{SE{m+s;IJ$cS>%SVWhpqdByzb4CR(=2jH)$(H5tc`X^pq zA*h@q@TfrmWCl$azI)dV*drq*_SW?Y;X5hL{x@&_A^hY0_WSqlT{Yj$elhx*#T~@7 zCzVxIG44yaRbCyBh=}kAUbFoqsm}C2zY0O94@b|0D` zNE`G0*O>5dS>f_%q3TE5#ZU8<<>ei_k~Q+A*|slcf9w+S7E0^H>T_>`REAfW-;2e=eoA;xoNd({y+NB z!Q=-ImUn#pdNBQg7zq|Yz;4{_Zm)oDP8>h3`}XEi-@WIrzbxMU2op=cGMIY$^l4d? zJ2YmH;w-ds9^*5`lP7OC2hL_!^7>nGgvW)&-CoILo455zzU-8#ITEx&p&Rp+?t^7p z=Av9R?vw9IbEa6~#@kovqBvB+civvU@df6a-pA)hEvIjvSDvNakulh=gE8P6LN13E zN5y()7TXA=Zx-?{(~_My+aq9f`|0@&C&~^+%DgO)JmmJW(VGw6Ui2F<9>O>+hRO)aHvK}D=T8s z>?9#Ne~xBmX37Hqsj0}`V^B=Y$;p|Tp1yLGpM2hAlzk>`2Sus_Q|-sdh!=hdM$u@3 zh)DSpqhr5Fik!);jBP|E&nS^bVKyofST!wYP2QGpDKY##Km?%|a z__T}Y{jM^)ocQwP%fi8nC_zAZ)(Y;DdKQkAb=m_fhQ}rU!Za^f6RHxcR}u(OSJ&i* zmNz#R^P99DS-5CX5#}zK6DB_0hbx%{F9}$J#KA!(z)uY4uh$Akft21AVE1)sC=N)6 zS=2Ez*ViddE=-DP|E0TZy9EX7Lpu%1i!UU6()c-LU^X$Vw_@Y|Deni~l9rZ!cvx5%adNxE_x$y@Y9Bv*_#C|3_{2mJ_(3GSYJ<3}(Ek4Zwf?j$ z(CGH`+QLR1F)^`W@IaATIgTVVWls(YrKP5x@(6JFr9xPWgoK0xecJg21sn$sD9+5x z^nOkZ17wc|$Ja-a8+g=YR2@jyWrB{t-UN13R#wt8GKPX%Av9|}=&=hIFY+5V9`y6Q zuR7UNpN;Dxb!@?djhM#wSR96B4732}T^hRpsz*>;_M(o&9PuXn1wwOA)mhP+wtN?q z1swdqhl6849j5i zf?u!lUA>Y=aygcK4F=DPM@w^hatW%vs3|ElA398%w*TrzX?Oh zq3phTzL+0-zU|{jZUOWum@o?zaTo?7Q!(o-sUYDIN!nm$YJB4B&s9^UqzM&D<7Az)%OM;xyU>LGGc{kJEbIy)a-^DXp4S;~_UmN)W zPG2&z>x~HW#5BrxSx=6Cg2fIo0Yn_rxfPoa#vkYJY5*;8dlhRehES~meA5dYodY%V z`Sa)Nx7Qe@AT3T9u6bX-J zhfxjka0rPBa2n~YX-maqti{0%3rfL|c?`c<%=+o3Qe}67v8v*y(VLxaIk7aFem5jzyJ8?g)~^xhhe_3O{@*z@~E} zE>susC4Z5!Kra-A3RIPb^%J8*aoydz{-RErygDWEJ_~EJ9qh0&kD&;D{aFXo-qg&j z3bgyBb(+-5)T`}$2DMy!l;fRgDbUJmYUw({bAzATtg*6a^*qK_HV|7V$nO=}SzC7} zmW#;!>?|epDWn#Mks77+(PlfN0@R)=c+=@KXSntr#@wwXGQyK5J5ieviqj+b4vTGf zfmHX-`h<&j*miH*_9Ax%E79mv{81V)6Ti$hIv#brM{rV7lAn4+79ss{Qwe&B%3S0W z7UMs(7cO4hV6+ZZCQ46Lr)+SHmP5@kfNCl?3R=vptm?4pjrGARA+&QXiFa;LMj=ef zZ(Uq6LFAYw7X&&{SrwI*?lHIYHs?Q_Ve;kr)YMe8+?53j78FMhRu*aLX5)|xe|4p- z=QH|LS63HXS~JqCq@_1MuTSBVph|3P?1^6*X{PxTW{w{%J4-f7`tn75yvUHuxRIQ> zvCNuotH~xmL5oO~lhHVoUU`79ZM&;Le*qY~qYRvi@?f=sobVhJvTQA=vvl?VG>UD4 zu`ASKEfNEcm9Me|>Qy;6i&Se^(4_aHoRg0)=~Fq%CJJTn_#eu-M*4_YwitYc97l(N z&xztAy){)gm##~?+J4gSDyC#bnpxK{=Fbz|9DMhPZI9aP=;Q6vQ&Z+B!!v$0HmZZ# zDK=J=o>BX8dfn@}0iIohejq*)5{x12$Zs9zoa2=tSg1dH7t`_mZ1~FfW;I~srNoi!LrDf;W4TnsFgQMuYyUOL$Yq59akO5{+sODF_zc@T~`Z`*cn7vZ_UTJD}>ZYrz!?sNRb z3xLYls4TCrP#jaf7Py&#fguE}5n;>0JX9`Nby&K4#7ERAn?%4}0oGzf3d4Wqt-15S zWS>I)Q&-69WZzVmeGpNF)VtuG&42Z)^ofmcKlvcuF0sAz$K>P|&i7|JAI9F5g`)@3~pSm~@`@0_W8okm2FC>-7Z(f|Q4bKu(Lk(BT$H8A9_H*P}W0tKxHc&eIe z5=4MXh{SqQ=#sTUr>;DO0=WWUEg4iBqUR|OkYV?i$AhmX%&2~m=Wc``uk7*8O(3YL zXN5;R3*1@bFy5au68)0H(}3zpB~B0tG{*Hjnx5x35PBD!xsygAhra#!Nk3FR2z6Ua zA&&#e$wD9lV1&*XT=7zzlY=9&x{H`X8q3zMU5or?QdQe>>*xNGx1n~FIz0en{n}`s z*H>CJzxp1}cP)PZ{^R7&7A4!zpN?zBZ71}*p9fj>w|&WN3J-2MkHeU-Ofe6lVgWpc zc&>|IA8?O4vNZfsj4Mt%-$l%ELMfB#i&?sd81 zq9R#iX#C`AAvsM*tSh<-Oe)~5gU=ta2jXXExFgLii(OVR|z?N4C$9};|`H-9&FbC zoYWynm+)(-B`#-ndI;4`C7zd;j}H-fNY(5v{Oc)-|F46Cj>ii3E^mKgDEF-Lww}QK zZ!Ziz^Rr}XjSGDdY@9QgNhO2}=hoKp@XPT#eAxfW6FEhlC*1y7=2bd(ku0ddwJ1>u zth%vEB%FwRs7OIW`Ogf8iRwXGgNV~7c_@I_;h}6PNb_%i5K#hA(#w=ZXPn$@eO?`K|W6LTGQ@HKRcr63gqIxh;agysnEtZL=_7PoFMofHHYU&oafq-H zSRKU1abwX6K1gsNS-d9fN%al_I#M>|H2ED$0pisFxIPhe*reJJ8QJLigo7OVjDX=P1+Nq$6j7L09O=ZRBHx#&tOJdTc_GPI1no7_KHot z5O6rZIg%N+YE@l?To@kJG!+$=sf9%iBCH|rAfh9&OGL^?Yy$yA=&<|l?mWYXA?yaR z2-~u6*>VI-VWdXJ>yz#*F{rmQ5+E* zR_%QT&fy`aSv6p^6N9{*oDxuNYl&_UOkD@L>4=`5o-c%C@P%rTW*_3hAYs~qG*^Id zjoMHhGg3amq2 zMYn>D1bLE2;Bty*aU463N{>8vkJ#G=M6L*v@{ex6apQ)Bz2hxm#|`V&y@VFg2LbgV zg6@>tg*u-h@Hsj654CLNw;J>(FJ_mSIw}D z0Z`I5b0Z8Us-q|jc{pxPza={hnr$pR0Z~}X`Hm#IQJ#4&ZM=j$F0jJ~f9C{UMULY0 zc1me%G||10HsEa}HF`NOXhr9bp(lR$Rc25h!e&dfY)hEk6BLh$4aCw?@*x}dXj*RBR5KTpp~xR!!~ z0!HghRG3e3{1%5%e~lKQd%4hQsS@-$w8svB)rB7B7Pgr7}CUnf%3yYACLyJS3_oJigYZM>_2edCzoE>ZZiuKe-`$<)GXk-UKH!Ihs+6eRK#@;I8I3gAG9t1pHJkBME?8Rs5Vx7ze>Sw|G7l7)UYpwHed@-Vi{_Oap64X}ZzT8|KXiwtN~AYf2? z27pce+9Y8?Tc@mVuGZcO#vMv8C}VkqNk~=g{htz!fmW=uOjktEp+_nC_3I_n%FUgR zq76vROjLM)!ez^s!Nqo3p-S$oa0tP#gu^2BIMIiVn^ZBq*lQevqxv`ymnE_OYOoHC zuCJy}AlNQzj0L+EB2w$h(JgrE=FM=VO=27(^8flz>cqiF#AgW1JP0-!GjMK5!YM@R z;Md7|RVM+yYd~7Ogeuc#3C=(ohBPEbLuR|4${hpES!$%{!qBOmTQN8|NOWoq^3-9& zSQe87-TBA&?+FF~+v#Vj(Df!VR56kF28f@*5`$e7~IsXzfvSUZrlsCA5iGD3B3Um zhZ}cZ4>9CTjt0mXa29tQ-(;u?rLMp)g}H#dI!h6te#mV@1V-cV(& zJukh*G!dpBJb18eL3Eo)@s!!bw38C^My`0b{igE`i|&s{J^GvZl%7qg zNRGR2nbCB#lSvHxF^OlVaBdbMO+o={u!1a0D130?$&muM24(9Ws43tXdA|FtnZ?>y zZYfIz0SXCO0y0izR9to>GIZv9BRVzREVg8cO0ZG=6Za=`4&`g)wCOzW7+r6fMK{T{ zc=?7c;E(+klAuWv{y^AvSQ@}+;1??sQzRH~v03#^2RbsE`&1sHt_Z)7e?PzW;q1Xq z!h_{G2< zH0Se4%oSM3B4~b!%m@UfN4!o@?uiE62g|FV{aCz)lU|FMH6eB)AeB$_Czit!9UJI0 zqXH#2`4>EN^c$Xjt>dA>ubR*|2}(OQDqt$5kHNBJO1zfv2or!dieIzo(xqU_s|Av0 z*t}W&>*Xy}fC_KCz#AF)pD>RJ4rZgi@~cpeQROEx2Z~BSuE6M{iZc_+w22Dk&<_w-=%FJO<5Y$RIc81{}Rc$acGaE_CnU;ii3fIB? zYYea#6nYhm0EV@Ug77FX7gsf0d!41RHu&DVSG7D{NYT}0zEW_w$T{;n3y+G08IrV_Xf4xZn`2>8h z!TX0>7v8=ENLdeSRzh;~U81HD%F<{4<&~P5)-o+lvsoiuZwGI{+e$p=mJJ!{>8f$< zL+h`$z;<-arJ9Uis&M=w#@0WGkpLtSJD6w`IMU$xVZ!D`-O!DNL8>O`8^H(<$|-Pok$Em{xV>oQ z=J4mww-7@%vyf#qYQgGP+7d)+AdvtwtR_ZHV8_m#jOjzbzft6LAdv_Y5~G|THalMK zMBG3~@ae}#2vtHXLhvw=Xhkf}1V|zeSbT3gfxr=!o5BeTfEp615^8oBK8YOFXP9U} z7CC4(Utzn~`ZbXuC=^LuMZ9osuvKFrk>`xxT7KZs-%VBz!Z(wUWiXibn=srJ0d9Co+q;zlm7Gf(am1|7CXTbnUcIpt+je>x#*;AbHn3uLsRCGO|th4}Y; zr=+hg(mrVz_^g9#gWEO&5i`VHbVm8mp+lq`)3h7l&-(V3uJ%^aPllv`M;RFzz}z8N zwY^}fs$ghlfExqrpbxIcJ>PkzK#tnN4eaIV84MIjNJ0*+>`XFBAk0)RKj?s%^9)kY z2n>+AKrUo;LG2vIf{DUvQO$A8(zNZ_LC8!_#b{|#PhT$EOdLVEt#9`}*j8siq&i}= ztd!vCK^~|Z|Jk*JirFBK`Z_qufIDlf&4q|d8 zPys!PDNK?NO-)(H>&nZ^&jJk8Zn}~g6qh}5x+?6f_nZkP1_hqXDv_~s*BVF-4bg=x zaP1AZo7!*G5kdc-(pn8oS^_WP%P$UhSCEGV7bC5F!LUH0Qh=cg^|MamSSHQ`N8L*z zlRzn}!Q3ZYV-}oJOovP_T^qdy0Tu3%a4bs|qLLtphvH2J7#C=}i{=rRf{EY$lIzXd zD;u4sQbY|=1iepL%_zW)idM9L>ZtcC9xv@Qfp-l}YJ2=%d&05zQsUZz<*@ItI!z^b zJboOrb%U|fj_H+%FU~((hfJ(Qbk4oeBdb=s>d7tc^nvB->gr42Ai|6NBII`co5yJ1 zIH#N@6p zYyY}+>$U?X!cz#=tui)8JidZmi>w)-j z$@SO%H$pM?T_2SIr4hVGpXDV!7Y2jyJwldg}U| z*WrHNwn1_o|2e|&|Ic9j*MFA%(IK-=QlkJeLkqPqKSaB+R&FupTWdjVMFQW|gq>yG zc>7DYDeYIe8t-Z<7PkKS2%(NziN&Su8+s#(#>P>s*6EYP&!8 z*=6F+7K;gQK|mDI{jf?sECUL%(;mdSP1q=y4$OnLGJ*&s7w)WfkJ7gid}b`rmxSyi zx>zS@_k_**7<4R#R;mFD5lX2K>rn=)m<^(j5<+IWX~%u!2~Qs%Vpdk+I@3lDXwv5| z;-HF38U`n+HV~R_-1ATx^l`ri#ze+aLeM-gFwXlL!C!ktJh^4uu1aAhm;~@-b*PH2 zXuKg;_B`rK&AXJH9D6uRD?$#wvm6>YJ#uPKk|;apsZwtKj9Uzcn$xPfHfziWxm~N# zkMa-X<9!V~#|DJx7$exXs_`?4m0x;|-c?YtV!C#7NTEbN&PNzr^ZO+!1bXk8Ka zHY>JJP!jiUl@>LcqAnI-PSVSmYS3P+a6|1DF5eOq2I9k~WIJ11)yXTz=ZNhqx~$|< zr8nRR3QNLUyZ4*8BzM<{?XmqFJ7TZfw{?e`q`CBoR0ieTZthM{h@^Yv*HqX0tjtVf zi#hih#d1mf;007i2{vc;wvc*X!@+MWIV{EbC1zDVOqY@9TA^aars%c2(sp5sz>vAI z(?ots?jqcMG`f%wfofnvxMBp#yb|s}AO?fJO-tgG&YXF`V)Jzksh?#lg z?I1|>k???d1e4@T7&i3Lya0(t)HvcYMJ+q@{>R+nh{oVZi@R;!U2zbex~!2}HMp=+ zic+`HZp67SkFHzo)7BA@*aSoM@k?{3p6yJA1q5n{>hc_Xt$& zpLhWGTwLUUs9zS-&e#~lbb?Rz<=vBlNh1%}7VZ>G-|V@SWh+f_{&!xse{;3{>tC5! zn9oZ!%YXOoeO;Z>oQu$WE(16Vl{E9)ja;mBPk-q6hAfFS=YmS!<>&9_r_EW~svGAf}v+XS(0v_I6DshvI>-^I9 zTW-dCaz6LC|4KfbvHDSRe&mVjQ#{rcvPU9QWWB3pQ(mn3=yLMf^}Diq@mw5Rww->< zxIBpKyyTW+zkJ50-|#HH@ce~N=Vp)c$?S>rj*<^00yg}+%I&)jmy-~lTgi^jG4eX6 zNB?_u#V2h^T=0D6w1mXtCS&ia9?z;CJ|P;{{5;@8S&?E{{pPg$>N?`r+-1(axeUyU zzS0Ypw8?%%xZ{+?`$xUfgHP18rONR!`@6e;E0FPg%YN&A%1jIA+@};S*ZFgijq>E= zwcoZziI;zIHHOIiWqtmmtNgDy+)o$uS(qJ7A@0VOqtdq6Zn2O zK?}mQ_z`}iU>MspNEwc-^tplz8iuuyS$Rx~+gqa8n}=8r7~tGfGfq2Er*7s7&Bxf1 zkM_Qg6zOwcga(>2XiL|{h1X5Ptdt)vqXYXGXm8MEXOEvM=`f|0N_SWt!-=^7&I}H2 z?%1ljgLc27NlgMj2Pu}9Em`sr4lQn5V;h?^k{?lL!jL2eVx|UVj=r{=n_KKvLSAuu zM@gB{z!F7$xxu;dH-wd4NXMu<{-cBVm=3d?buC1%NHsJk*A4r`NMkryT*vA@qM5;2 zCxcdCPiU?r-5u~7c+n;Gbnj7#CtMY<&qsq6^ zy$en9y@9h+VWiYWi&WH$7j28PjM0?>sJ(-#88_7XRbxDgd(4Y^%x9dF zXrDjzS>^U`6nb6=$fBu0r1s%d3)ChYAPz~9Hxb8%DDr}xJ1z}NOfhN2SrT-{RKUwITg^q z!!m>4tn*Ax2kB~Y)w^B;c4r&4!0iU@Iw(3Xa(}$U9F0IDUO|pG+VR0MtAaJCLzw_u zD;puSey9b2@zI5JNmkrddkm^a*}#iANI^R{9`gRsehk9&&%oJgJRjG>ix)3iAco|0 zY=oVo(KtoZrh}nf8EX>8Xri*hsyQ3pbyh;6igXTIe{W;mL|g67s;?4Xjg&pGN^<;S zoA@%fQ2AYx`{tE*Kmi7445mvsVTo9@y<3XlRAN1avV!1S|IAt-V|jV`OJ~-o!;X!H z*ez7sZ*LY8Gb?%;b;0x!DFTZ!6r`E~dWi(lEQd>RG+)GcmF9C9lO4G}$knDfD|2qV z0;JGLV&HTMdjuE?rHeA7gm5fiQV}iSEkFEnYRaDKQL0n*O1qdi!#*1xAUYVxT#sOg zEBbI@qL1bgyec#+0ystZo8lhRat(zd%DC_eE3vg`*?+%9raW*4PS*_>n&M*eqP<7nfsDHm?+qX(tTi*|P#$X$C@y zb8^Dnj8)*Sp8iOld-KRr%y-iENSw{!YPly3(BKdbc5YO^DLr}BQdp2m_* zD??XLd<0n>PL}2OLRO{OnQ0678#!QygNx+f$0FGOV$eTH3Q}Um#j<cj8Woef98c+rLCxo$Ge;kf35yu0uZ6SKK-az1{o!wd$D2@syK zh%;RroSapl8bR1{qbXk2qZ;jU;M7!z`4FuNAM}0~7I)?syOTXC5OKj`miMz`6rNxx zxlvLa7VuQmNZK%HE|kY{C_inW^rVVx&l2n6bY-^X|hXBRv&&*3wa!*q3pQ zoq>$jZ<+B-Dhz)X}cspPj75w7(8_63COea<5MPx>+@7N`g%DL*up1H`dUFlJA zKl`_R`1o=%6wa*M`MBiIe~Dgm-;6^+&+-on<2&w~D;BFY{jN#=3FZ+kE-$ZxQzi;R z24;ya%@>0Lxck~-mXDy%&Pe@UgL}Bz2E|dkli-u788iv`PJ z-04MhPiDD-DMk8c#P+wG!uBKJhd=M5&BGDT?KLFq(IQ^fOylb7^~wv1-4C<4!^~s; zq3|q7V3aYUJLf94coD=j!izM6+i($4R8R;Z#6Qybh#CBoGy>rtquh+$U<^GATO}Uuf3ML?4L{BiL2qlm`~jdN=$*A&3R5cG07>QmAauZMocAJ&J7JA*U}hKI8!w$F{H^2&uzmZCbcKo#rD zJclY;?;p9QeZ8pYGvRs${^*>OyA1C1rqy0C%z!clwQ#ii7(Z9Rk`)r1QR zJ7~ElcNfOd)tC45f`S!$$@_)krx2#Zun`h5&!Htd1QAHfeEr+qa-mNj&L!VmUow=C z9txahkt}UL{QOIqRYv9~o?Joy@9JA=Gv+k$LVTW^UzFH`Ty1klp-8l^3@otr1y1_bhS`(JPA#<5#$d z32%taApnA8p6iIut*F$t_(f0L(O)5LP#e8ZXpU*jWpMdFmSspLtS}FpyjbucE!xcJ zfFDx1`?_)QKQY+zi&vpdDi}Fevo`I3UumJ<)GlFR4fJsSo>tXzZt{09;vL2x6gr2` zB(~??!BC!?8vCB!7n@On2u)rlCoZh`KNXV&Ov)mi->pmBXz#|`F_3d#{!i4NjF&7a z)mjikUo{Mv3i{)ZP9g2Ot9k!JE;us>0)O9Fc-VhfwEJ$&IeGurD&#+1ApY6MdIcPP|zz0RX)$0HcQ3b7CO@I1vM<`+?(qz0cx6>vEnQ?$8iGKN~O_hnGAQn z=&re=q}tOfkK}?)=7%gt95<+MJj_2>MD9HE^f|ibq!7evh&_Y2)0qY3A@}i>*+3B_ z_I$*AXqq2*TIOPWZb%@(82pU+dDFjNwU)h>Sdq{{bC6E^Lp;xH7laTi3G3Gd+X@4Xcfc8lK-xsU=|q z?j_A123^<Um){bL)*QboBvtFtakSOBgW6iCAKz4GG5qNX+OZ ziXIxVoty0ZZioD(4*8c2jU1+}Hu+*2UG$8pQ2hk=;Mm{%hV)+o2!^MorWSmMEKl`-8d!RFZkm2$l{v@11r{%JWGf-sXylTYaSmA z5LtMC=#p5Z)x|3}KV%agYrO&Fpa{($K4W&tKoJdMd_k#}eD2MB;`)Sd&?4a8iALJ! zX3J+i7jj9hbHWUK_n$2#1b9Vgx1PI0=3LD>sJY%2nwTA(W&Tkp6ebSNC6^;j=l)UL z+lxAoTITTxWyb?x7;#Vq1TR)|#jenv)7HPloo4X{}moa0|1voOx~Z7Ype zRW5=PD7lw4N`8$d+4CT=eXL2OL4-Mp*^@1;xjm4J-LfmXg{;M01wjVc^mJbXg;TRQH1zC$HTal9!PQ0_}PhjESg%ynHaW+UZW~3XlT^Ds@}b zx@`SpDm}oiSG}3<*{b6>kK*!BET%_h|j@_6_kaF z!Y1fUB$fxTxQei}(!;<7!d-p1@y8ES+9o5=4zU{+$;;T{M*Wuo)Ea#_2yKTe!~wn( zlv?KC4K4F6fc3ua*&#EsISdGB2@k^q4JXR|(Yyll`60q{qiZUY?3rrbEsfi%IM@Zl z7Dz%*bkFdC+ibVi)(#;>9q1M8a+H_SA}?&xU9z=w_CogkVw8upljSnFYAory2B8;? zSj47?ZW#se06ezMP{~JN*z1Ftvlb>#HY%xpu}J_r%J^QsBfCJruc*;(Ak5-UY>wD- zP@=hMq2Bj8mt^b03)IT*9_3LBQKTItPpC_}I#vp`ShIBh6n4+10{`E!Ii z*jl(Oa=Po9(YeCG&i)aGe}>h$u6EvSnVt4WlRN$RnUZuLcCHGHJMink&RsO{+FEpC zU4^qDwsu9M5?s#FS2HKvVz5Qyj~80rfq`)_{wiRjOd0fLKIpl%UP@?A0Q$x-2rNci zg6Qz571VU-2ZOtQIvwrp@7urI57o_a8*x`l2y1?688f+?);n`@;{O6ZJiqMxf=W2f z9ni!B0-J0DHOFBGW4|h3KLB^&wC7TRKTn(Xf7(Z_49dH6N$4W)A=h#6h!2|f(#*Rkz7$)cV%V+u@S3o06&ea$)603gcVH zi&m9-v)LH3d|uGcG+uD(vw3W;zFhN3BMzp5^0tP*UGo%+P}`$cj924k+2ecf!8acf z9{&F6wp8@}wGW07KPq_UUUapPi3=D&T-Ah+V&qbO4wDi4_U$jrcr_-A4Qe9Qq6D2Z zISnF1Pp_e?b5f(q+*@Wv&(s$~?&pX`xaLRy6ODbM%c5=D(ETFgIFlyiWO%?24>c5h zWkouPq$dT~_6Zwl1&0xzw%Mh!ayaM-1F{WROOBKOfSY3lXYaO1=5h2fwYUiq8Py!J)m$A(t^l|bkh`((2BPgc#!@0dmMezQti7uLVMePce|-~HfU z)~|to{@FGE9rc8B@t$j>SadhN`EL=G>GlgzdgDgu>I@q08};swcR_LW&#}EuZtA?= zj~O@q5jXqa45(-*+F<(aNd4;ze(B5mw~0sQ{c{|>aj&tn;PBwN|60$1J-ZNR16VmO zx4u7|hu&Ju&$ap@ckM|Vc*f{4;13Gm#dZs*fqwe9y}=Bxq>W)9T~9M^n^W#+w~c6-??yl9sx zEOooc5xcI-#J|3Pwe2rnfZSWDC#&CCTsQbbzgF(XWg zhfuU9rD2*iZVxznvNa1H*f9DbBQTO+`AAw9nI4vFx1p$y!_pQ9MhGqI$3eoh92z`` z{W8f;bZGP8k=>RXJ#ae_$5&dpTs5h42opUpLO4|->v;JqWeGGh;y zT10aq8WKGb9WmqDIV)Q^>6MQ#gXZyIBOB^~VI)na!Szn`*`+#(yRkEAYE*AS7c^ng z984N?$vzyUm3PD}O8i7y@-A{}nJTF9I}ls!2N>fHd;EHY^4I)&C{^1}RMV(2iC13DnB zWt*%tX-)MOfOyodxI@^7zJ|2a!LOlAD1Bfq;x{1evt$syGf|?WCPrVt?2btE?1|6ijs%kSJHcSVmE<4Fl-)Wv-=`gq#f0uJu`BvhhyLM-rlIVTJ&&^pd*1v zYd!kwvB@0~6>%>fRXx@4k0hZpm~?A{y(ua$AFZ%j+FCgFYl|87-RF1H(to&d_3ABt zrJ>Hwl!br%5uTKU38fGj9!?~8(sxO=c12?fk-|r?A5!sv<)%6xxEQdrahzsM%k-cX zX}6(m2!JCJizl>X`{|ekV{0Pm`srr(M4UXT;J}6bgP|P(+}%mC8q$=+wlT2$62}Jr z)wbhgLs;uPvhym#`t=5oHL#QLM|7}}<_g*{i%dqtXyWkU`!b3d_M`5BSblP=#&kv? z8XJK0iQ`6gV082P$@qSaeEnyXDokYedV9Fkd?gRlD3Hkv|j=^RN<*^jgiDL$0KEedqFBqVb9s2_irWhP5_6WxB%p~En z!9Y|3CKn9EWyGmzFO-NWMWk}yDP$9`!|mJLR^$O&SyJGuSUTT*&MYrO`Ef@-d5Y!|D zt@f~UaaGR=;jyY#r%9Iy=?)}YfkJ!a*tbuHID?E*nsn^hSz&*GaY7fx-vpc)G*c4h z6s$pt=x9PW>P~-bFYewVEWK_aqlpisWAH&c{4=I4A^H=Q4Am29jseF+?GjBph<&li zok4x>YF>JWDv!wT*Z1IP^4}>TC6JdMucATgRBpa`geaqP*&^Jry zcoa_t(N`YfpP?Z2W_{9!_lt55w^%(KC))|oTC(-gdo==lQo%#LBjt^*!y?Mz=x4i2MdW@F*J zF>i3>7K`&z1TG(f|ARauGRqMK$>yi%e+ogv@Wltx>grrQjm&<~1>kCUN*bK7@k~$9 z9Tu|T3j}G0ftDOC((KK)QSJ`@eSrvK!g89OAtD4>MrlpP7?5)1wey^9xVe)3@K0f& z^(J?06DuZ3TwN3j$0%fzf-?`$2hWbpX2?Iyfq;Y@qR=iigu9M}UQh0bOjCVyR{08C z2_TyfksW6XPV(UBN|0HJ>Pp>T+b|tBJHgY@)kT_*9VZV_T0lYC7l$y4zy54^l8RZ) z0n1}b1I^k+cI-e2goPD6$5rTq=qHstR`V|M4=a!^FBw@lNU&kj(Co}vkKvEUR_(^T z!ghs77S;b>byxmRb^iTr)s$i?Q`t39DbW>?-Bju(l(p=Q64#c!AxrhCreYYP#fU*< zZ!(tbHOozh37&&pFTM^LT~L*g&o({`wpZ zUsLuA;)TWCx(=FRKuV0N?OV27`MsSt)>i#l#MP_Q_804tW_z|^$ZsC0?~L&XqE!a8 zc9F28M_pinMguwY;JuKVjm#pz=Ag@JqBFe@QI#yfp+|_|7{Rp#I&8Ngty?iMDd6CA zuQhKj<2{!eB=|`Xs0e|$@z}*YAQ9*Z8%IK?H1SGR!gk0kG2jszkgGNd^p(|vu=u_5FI$SzPbdnGd2H2A8&~PXF_#5!R zz{$W&dO+W})JIG~0 zvdBVYq3II6w^xtUz9+jY+pvWH!A$9H{+q(vL6>49hk0En$u6qG!8MxCgS zi=!6MV+aR9@yfY1X{PNVqoibl7Sd$B@QUhF!pa?<#lJW|?G;kKe(f4*CR_DP+_X}hLUIm z&VAxkSt5LKVTd>oZ{zurJgcBxWFZ?HtnR>}CeZ>Ec`7=x*_ECXgB%l}DYB-OWrFTm zLLmX_22=Vzsg*R>vqkqPv?D;)5oL-zjgbS&c>Gxg{bm*NwZCh@2%0`D;ckvyVCKVz zrk|;@;8~J`Jh7bsV!$Ay{Uf?~FrDaFRRL7@o>4p37)W9=j#t>@@`3=fVqyej< znr@QqEM2)F8C;(^*!0KCg3w{OfB$|B_|m40cVBVKdz8*rmJb)*`rw6QNbpqE0Pi~x ztsw1j71`g^3sTfwdcwHsE-3ZM5vHlc+ldBY@FjS$fZLyiC>8TuDY+etJ?L!2lAMLW zTm!aKZGKF)P{34-V>zK~C6H*~zt|lcjeAV2EK<>8Q%K~<<2PsSKX~xsn2J=ju$9%t zIvj3Wzi83btB<-xPh$xcHc^;BE*R%GtPzcjfHoVR`oXMe`97kA!MzZzJvRhEh>bJW zDcR@XRYGu=+22uchUY&{LquQP^RM2c{3tPuSdwsFI^*9%LH;SQC3b=GUG;~yp@0xr zbP%r>&xM+nq<96tmYQXN8!A3M2en~pQHtIv`6FY8fxNoolxp zh};yhCo5l^TxGJdl-bL11A#AA0u>m(5WIqV&Jw@#P7Z9jlDyUSR zoZwl?gml~zIv;`V^nRxwA?@upL5z+OF{tgJRR_tVu)?Gs(h;xxC89 zE(2+$6C6Zh#{gV8Z^x@ggV8nJ3?2R4N})y9g+VX(dA5@*hMz@BUoT*0%X0zAi{o*xfTfG4k9wkm&h6z;*# z=rL-KJzYzS$v`r2%!z%3ruCu=7rKaQOy%_TRwL_LVP{7l7A(us{`3Sgb3~Rf)Nqg@ zQxX8K{K5x85Vn&)FFvW!t4C9URAiuIC!1InZ?1cQ%3a@Xk^Xk>A1DoVb-Qj&zUKy= zDsF>nDwF7c%^w89tByGStPkkh>=dP)j`eL@p->04E*n^n3lL5T4dm<>I4Lqr_RvC; zjiHs&E6?IKvhRcbUp&ywd|~6e&WbWw(NktzUs>45Dk#)#uoZ&Q6!HNO!Sx<)P~w}q~BKU{VjAvR~Mv`gyb zp+3*oO7ilIyp2r_t8s=8YYSna99&Rr6>n1Ufl!1qxtHCs9*!X~IDZf~pE#KrYNka_ zjvE*kxZA^}iN{ZXjF`u;xF1BeCwIh&W*e{mys}}kpG!$iB}XaR{Zu$S5TGuBJeK6G z4VQ8=x>{w{A@(@x(A$rTahCPlu9gIk;oMnpvvTM{LNA$LHDBsY{cn=QExK)iUKK;z z?J!h$M^>~LIpi#pI;)2RPqxB-9sV40L#dp5!@EjPU;jKx8g4?@tO0~~929SKH^6xj zO;95)9Mqr9u;eW~@!QgFH#k#fVQ{hyOTN@C=N>mBKFB3XueZgKrHBAG6S>5N2iuV7 zC~tN8KCP*7!{sGpi?&I`)GE~da3U~AkxLpvW*=MK%FaIyJW}TyeNDYHCSjkRC&c8lMx9cxwjm?`4U;y*5#T|HPad{5;uA&4dW~7CsCD|iyhspvB z)mXoI;oqy5S z0$ytlQDy*^$^5t!4YNpOzOMo3?3 ze|iI{Bb^afo2b)7rzA5qQan->-&qmth6V^FCZeA}j!FeO|I(E^hlO%0*J)$LV(4@W zAJ+m&0|@aRP(2GKRAfy?-+u*^v87n)1QDk4BJ#xnp&|~D-f2jbNiBYz+0ngtme`8s zZwjk1xM6slJ7^KofscO#pgmIZaCX>DGE&8BJ25Z7Ric}}2)+AlIGGT$6zI%ysaE&h zBY1&tCD5{NxO!L^Bx1qHItsEnm33?TOj$Pl}$L^>KWZ@5N2ch^FsMnP6x3v012cMHOC0-kRqI5&u^bl|26~$*{q6YbXx`&IGr6e z=EtkNB^KHx)@rShUGdN8=vGJPkKu22#qjN1WC$hgKH7FT(bU6wcb~iO zq+_mYk!tf(`2=H?;0M<7x6{vyT>IwU&T#=B^{y`I_m#Z7Gu)Z!Gv7}QN^h3f<1k+` z;v14bQ<|3#1q}mV#)j7cc3^Wi9g9Cj%V;7PY;<;`YMkJZR1XDKB*SAWqqJ0`0IFiR z7&w7p?1X>RLx)ulZk>_0_b;w4E+5;f9^JclDR}8)jsG?Pz1IjVTbA(8Ki~FM2m>tMJ@YVjC)9p&6&nkzov) zGVuLr`MG!V?%hRumsd45r|d$CAxATRfB%@)R$f%%TU#7jGTcMaR3*FAa9)0@XVG@fN>4W+l?M281inxk zyrU+n_33Uj=Up+2kFm}_9aYo4@=&1(e?k5N@VKg~>K===lUxaL@oWG=jf^iQQ7;h$ zMBB}*((8EqY-knGQXvo-?sPv2s3ZILUm}kHFwsDntJoWNMf=9QL4cra_(DC(o(z=d zq|nXuiB1Dmk-Fi!v!fRy7}R`+XIXpy&LzRk5!x&Fz=IwwWHS$sT$Y<#A_wsX1bZgS z#pMOejozAHvx%1je8!MAA6r*r=F=9l0RVr(2olA1|SBKw+K2H2#0_4jZ^E-67^m|-{{QTKwEKsOiT<#?hLt> z`E$iK*M=;eG~aH(c7{BMsyxJmgDlCoooJQ8wwkzsW)>E40H0L#w`8`nbQi|i{2uOV z&zCP5mR)n~oj*<=G%CI0)1E=*e!wZn-vnD+@v9UO0e!$l=n=@mN2N82XeSjSq<}1; zq5Ym3uJ`YsSz{5flf1Q921Q%q0{iI!Zg{_Gpy!#NI? z0!Y5*R#q8z?uZffBIc(PgOjS~pa6Sht2p3VmG&^2Wv;Ay?%+X7F`}hPaUIEi#RqU|&fx`SF4-{&dN62p*V-vvR zqbMW_eso_DfXUMDS-H7QRImehk^(S>wy%+E5XKNOtwA*hpl>9Mt)*4|y0q0xXK0G& z%uL5snS#p7&gIH&Te8xg<4dPTF|HT&cgk!F=IjH$&7QO3DZUwU-*E5Vi;A`-f7=Ge zpOQzF5?bYej6x2(_`Z?LrKy=zzwo6GwYVvl@uGB3eh3Z))5pMOoKwhTvF}-@>aA!-L){OPJgL9(IvF>3sTh;0k5L@&+OOx9AQM>sD1wjVL+8 z%Fnc*4Td$8-`ppEkg^CGgC9!8dF;+I#5Ma77kkR2IwF3VygX<4o6uVH^RNihV1w$=JI{k3AY76^QsuC4>z@Mz+R z3R5PjAp?*+8@_8`OMCOZM4~27PzVueD@mEcFGI$GSGVz;zgJXb8Kw2%dxU2$y6NiU zu6REf7TrUKmIyP(-}EE=lXenecX9nVnrdf;MT;Og_7^=FkWnVHR?m@a^;EE^guWqU zEKIX*g+L1itWtHmzUCD4UsseZ74p?Gh2ao!aXuF5<@TxOe@Lq z>T@?8u2-=LJrmD0M*uM!T5MEy?`EOGpqVU^7TQ?T#Um#c9LiWfU3v4dI2G5{6bm9z zp;Nt06*94xoSae-PE=`^jt757YDx+Wvo=N5y!KH2kKJXrSyh-YGV8hP(UcQpw-cLWmO-8ANFVMosDDuvoJG2@S*NDlQ zn^j|P#f^M<<^hfC`93oD>6^cNi6RG=-L$xhGcu(aETkDA<9(^~g21|<9Z@x@2!PaS zV7a@SLu+T2=T@L#2>-e!3|RqpoI8Gv!v}ofyZR*G#|-2YI5)p}x^$95+c`SRr#%%{ z>G3>JFhmZGWf&l~y+m@p4@)^WC}y!M=wJrt5baq)Y6*B9vcy{;XczKRQv@UNPv4>4 z$!xYkQ*-kG8I?nqsp4FBOGtOw=!kyw^1qX4{}Ao}=^Q%6^M&JNPC1lN2AH-DPWm@B zp+MWw1Tqzg^`1R@rdhZz`M}192KmlbW`6#k9FQJ?GN}cOsC&O{_eP!tp`nX)r1b-> zaOg&PjP=Djc>dbpaK8le?hA0V^ll;}(Q+Upd!{MiW2u;a1%zhgrAE$KS(Ty|tNhr; z5*3}12O8R>*FiUH4XZX_q+d~AquT7MKgCy4Pk*aAw=vZ6ZllK9{Omu6FloU3BF#Fj zoR@WW;0V*KUwoVaHk#14CyTJk*C8R-=?woWeDgqMH4NAuZ z6zMwGgM07)`@h&@e`B2gj5E&p9AhmJChvUb6Zd`9^FF#Nc5%(BZL260${OmWbJr=9 zrSTNXVwsi8@g3tXmTmZJsmU4Yjg|OgyYkjU{QD2XOR^>u%34+O-=c8gFf9sYCxv?M z^bJeDfo3ZO$?CcJALBw-?jG1#df@J3AF0xjr6*Nhd3Ww$l&RPC<|#3L|0`50L|uE2 zrZqR0fwpq-m1DbNlHK>EoPN2(gmUBDsk&U@8GjQ&rc+1hJNid$1uUD28+2l3>!)?E zwa~L^sy?A?xDWivJ1^^}`1?!B)g6lu|Nb(K>wmubKRpJ9`Eps735Pd5$(iaqq~ZC~ zMLj`g!@70f29C!@O-xwI9^Q0BDXXqNq|Q&+K}j<5#@Be&d_P63vs$J_nH!EG#Uey_FY5JlU&*&N|DqPiL0Q?^lK83M+(diPmoGOiU3z%t>{O0WYkZKT!33~JPExlpw zj*}`j!H0Qy>-8JcjM_19$+wF)WsaS7X4I+*zqX2j!Og|RW$}_F)fr|wqP{0eVwH{h zcdlU(QrPt5yq1=hD|_?a8=2;M)Oq=WqA5vNZYNh)*I&gPx#14;bBv9#zYa9B=p63l zO*werK>3^VPpT4ci+CK87R$-W(XNj4*mOkhhUSE7bN5j0eC)bC7sBz)pQEFa(_?fG zcXw85QBhHa*Do@Z`({aNdA8&sB z)mtgTJ@j(VMXp<)|CEeXkQEXV(*FA9!7C1BrCalBwx0;sC<};`NqAG_&h|FLtY3Se zE&)Sn+A~d0ZPhM+eR|a&e_ZoEe)~qc@ojE{7KOJLU1~l)*}Rv!Yu7FxKC?(xw%xnm z51Me44u8wvxOFQV_3^W3Dcd#dHY9{|$45K7N=i)Rvi_x69W5(C-nk<9kA2xKv0l@DOJ1rpxw-mg1-8sFlMWcbxZ=5 zS6$s-z6=_pH|mrH2$B&VOz&p)KWTL4k3atCYst>s#I6vI(Yfr3g%S7q_0GNf_BE8~ zt+~BApRA3lptCD7^;%k5v}osRc`tle^)hFK8(+lAZlRE3P`YZOqM$GUEX3JAfs+yyH)z%#^FS`5rMTdxZ@(na* z1mXoc!)@>Q%=+A=qGf`@!w=ZaO?F!kzguC}^=0emV6%LBdb(VWZTj-nTVCrm(jqXx z(gG|}p;`xb?K(X@KI9n|7Pjq#ZusZVmz;G<^7GGPIJ6s*BW~WjnT(Rq=+AFtWF(hi z8j)d6kL(VxiTyAwWH*(Jof7BhNNKicwYw}XE`8?A-NEc}B_<(Tnfa;O+<~crPoEB+ zI3acC&YiyMD9?k^vC;1C8%hEM<@;;nYB32|fV@=C_fa)5^2H@3q82SyVc4+bo@Zx9 z%H+}vgF?jv*)1$Ao-qr`vDgmZ5t<(0B%2GXZEs|@c%abn)n}h<=8&?qOnaZ7uh%$t zvVbMdDF3Ltr)QXca|WBBprYN>uWMpr&#}N`$qZrHRA6a^#^uh*3EGU|g`R)?_1CY7 zc9*E@A(t6<>1vfek!+;t-QMCPG}*DUM3x%Uxun~={mbs@K){INSUy& zy}f-X-q72}M_Y%5&omrYo6KJ;T-UIiafhZ<pLTFGU`Qd@<#zDV}3~bKS!8$M6a)Ieqopx9c0Q zKfj>pcsZ$h%}8q`ztnd_ujwyfiTxpFVxsl+irZZSv#$M{_!A z<8i!bC~HKFlZU6aMt^qo?99v;sTjF>rtZ1fX;E=;@g%LvP;(QHu`Gqy)AyFEqt*?? z?x9fT#4PXsi6)je<@MF1Oi&|L|GBfXvy$bv2R94Gu)&%$EmC!`h)EYE%i8$|DPpL| z?!LZJdqrN=HDsFh?xvc%yw_{Vl2yzwy;d8mINIr{e2|}C-qqd9>p&%!o*JuGbA}n8 z4HJWbzo@p;c!qk*)&eNIiZteTDK zh<0f&|4`N*s?RYsCtF)vT{AJ>{n{HrFp-F52i)7HKimGBupP)@))}RWZ%*w9WWnH73ggg>%u8<(m0UYZ%q0 zM*G87u-INLEG*o{qwhC0J`{)5kUc$^8L5zN{Am0Lb#QQyW}>q3ufN`)E3t8Kh!5pV z$Hv&TWLdce^R(JlswzgP<~v0gwSRiRUaA~=WvlZEVPWC0+^ywDSC@EmUSwuwrqLLg z_ztkLo!68J)8yt_@i>y@FRm4nTh^oC%O zMK$d%!m;SIO8dq9u6nX75~M+@m3*qck3lSNYy8lv{(&ra>i&}Vv$)qa%*Ig=Ok_4UnNykyP#s;Jn)vAL4j)}sT= zitg+&&m==GZ@jIcv3V+7{_52i<^y#`AJvkre-`d%8soK_GL?)|QgjiXOZ())5{Ihp zY-G~)$7CdBW= zN|z=d2yJTd;>BEsZKq0ndBiQ6%{-^Z=uzy78R2%*W04YJViEmW%rmpIOf|`F><_Y5 ztYyA2(pADlL-QrmSMZ!k0&9fTV=ha9{piuFuD_;-ayQEX((&*S+7P>>|7I}&t5IE7 zSC{(q?WCg*nk8@fmrXsC+#Xqd2!X8GYnW`#Cbgt&&Hfw`9w6s(-nfYdsno*#4x3 z1P32Dbf|dOrIDXMuLA{)qJ0&j<+%v_{47Zii`SX`Iaa)Rr!bl+-V%c;-(l;d+S8P7 zvTEhZtH4x1Uco5OI@OVqw9Iq@6bjw;Z?<-BQ;tY0yXu7=Pz71xM$B< ze)9o>Idl!K9FnI+1J{K-+s@P1^Ytykr}))dsRsRuRIKHLgIDPrHl`^sFIHsOct|Si zyB}FHLQ_3^p6%eh4rFguXV2YTRaPb*CLSn-dU19hJ#%4@TZ`6rz2VTpoUY z1M&1H961NLC~RW)maplc(_;V;GWlhrqYbv})$1yWUCSNW}BhxsSY>s9W{vuA0;PqHE!qRNCh>Zjv09BHqv6m z0)=8&9A*-#rhg0%Uj?8byHcK0yTpf^Mwhlxob~SiAvej{-3g%l^XE_FLjHXKx0`;C zjuR%8>LX;AQR>I5rc;Klf?JdCn*_++z{C{8sZpx={lg>kM*G=OX|kCE0s^)jzxA-0 z_VD3K5UFJhn+^b=um?YW`qW*^hZg_+=V%;jgmjz|(EHbh6dk=?wViX88dCi=F=oSU zr}diBzQ)>N?_CxVG1+2Zw=^=oy!|qk7;7aLgW?`-AkJ<4=F$4uqf#*n>DM=je4B5= zuxV%WYt2mjpe-BT+Y8`p-Q}&pN*!;uP>yivF1su$n$mp7Bz^sUu>0+tHw*gaXRNR6w^}X*OFfh(WTUaR0$pnx7XsS?>mgXOnJ6LEn`LmdVsR1Z0 z#h_IvMZdXW@HQll8UOg@ggcxL6Z7XX?zoiwVCIn(-9mX>5ClP!*q`((A$ z!|D3uix6@q|UBmm}YoAH_>sZG}h z(tB!Rd;=WjtoH8TABFa9-U#-3+b2{mSu?0UNrV6Cnl)>xp(Moi`7v(ex};MReGOoJ z8@G0FOSVn%(baaK3Yf9#ygN&{HOpV$)ZuvMniFA!VrShG7Bd<89WTbLt zeu@y@h@qCaaKQ=C+Z30|p7{R6oZ-pE3m3FMJ>5!p`TO_ptCBRtAKbrB3NJxKH2vnt z=S=+Cvs0t4!JCzBuRVJ7s1LaE%$YMC{ryoa_7kVcemi(0TqUZNFBM!Dm59`Kww*gc zn|ji_0}j#Vmao}%0F3dFRP+nLx4ZZ50q0}4MYgrI{pEk}y?d9QZ-^j=R84#Wn!dE+ zehP)XY$=w^`O~NGOcouA^IEfw>u7dX))#QYk%R(fEHO?|Wo6|B)HvJT-cCR}yHZx# zXI=tLfo{B2RaFV--}>jDD&|8i%}r@WYA@CBG1UN1TWm*47#rWbd2V4gTisb$3l{zDf zP*bwZ;jVZ0R?w&BvHI2Hl(N6%<(;a$nV|4vfgl~QkAMX*wWs(1+X%< zuX8a4mcM$gaq{ssL@T5x_R{Hkz*tS-I94y)UESPD0Lgu;qojER1qDk8ZGphTU4W58 z-K(Y92ipF8v~~S@wG+B^<-bNoII&uFPH2|r*?xbt{|id8vlTF$_6e^o7{v>H8(d4nD$(K^n5+V zar;YEpOA^NGvI*Y)05qSk{C-YgG+cn6LVgk=ya2AZ7`F|SFYRu3iMZGY}?RX7AOsP zuyNfw)znQ}C=>^t=sU}xSQ*bu7&S)GV@d;s z%?zK_@U+aAPrUUA#QoRD&C21oi(f%}n-KAbnuxU{1uD3Kg=J{K7?+D(Xf|RP@@Uiu zo$pX2;w>urF=! z0<4plsi~<+#f!-6W=eo;4{>u#0@x8rDXI9K*(t{dI{J9!p&oDAu^M zc(%Rl4y)qloYy9E-BrQV^^+45Co^~Cg-lFOM*%dIvM(`Y!`_X&ntpfj*(IIQU(4z{ zPbzM0Js!Djtc+3bxVSnH)*D}g9NBm8-r>I49Rt^oP4F7A^}PDvaCCmV+Byp|9GI8? zLWOVRdz^8osD3ZS&c_HcinUtBN5W0BfWb_Dbx>gqANTNfT6z{lkR?Q}!`^KF` zY=;kjsV5DSGBLk0zKu(3y3*95Ak$xQIb}m%SfKsx4`d-IEM2t8?~`>mVZ3IQqCC9m z+bC(b(9$rsHCRyoM75?k&bv?;#4Pahh~J|`E=x%}u*qn}!dH$Wd;YPk{`pt!NA4SH zLAC`nH8J0M{^#)U3+&^h;t6@wt0%kn?BTZhc}p}vpuWD-{j)op1Q*aX$cBnn}Ek-w@q+)auSu~QI1kOJYgeYHwCM=n7^J8ve z^j~a|T?NcGS1`lZ0Tt)JKPFdh3%r9XmxcMc*v{JdD_#gn^sp1{_T|#5;Px-u=pCvx zp6fuMv-N1-tjAstnQPoDmM=ee^yn~0Eb*f#bG$Min9|eV;oEi7uGz|m=Xb@8X6iQPcUkpv+p$PDa3Qe9m=Xqwlw=LPChNPPTJto#E2 zKIF!ewJHauU`L!kcWwh;0qPL+W?eHe@8joDY+kX#%8)^`8B4MJag*xF?12siJ=n}^ z2xOtAJm@S?IV%ST2l|gzUA*cP)Q}xhnH2ilE!qhE#KzX%8yxaTTh2~$XFXLRP? zLdhpn;JN|jUwWjo0B^gaG<~#bW^Q_D+p(KucOOJo2KrN?QmL-&cIxQ3*I+jgSsNci z3&r_-O_J@TG4A|xYpXKRbYUPsZj436`-^EU8MdZ}X-gQ=-raX{>Vx_%1;)u`Ijmwg zRUH#8Z0PqI`wUz8bLZ}3p>kUcDsXF6oFi;q zPaayu6MqvB@xF$Xs8WCaFsz#>h$sz78ZNKc6(hNIYI-Wgg(YFF>=?^M4~bFClmbSS z!o`SckquOKnM(Z%cGTJ1E8Em7b>+%aXadRVCEJ?KY88nbuP0Bf5i0)t`6?_1Ni<^8 z2LP8VK)5z++!#_OJg-3Hb`X=dc=tol7K%MNY8@9XN!DvTL6EjS@hJ`n2`S-jZeYlu zw2+Ul1HwYsJ@jtPOn`7K>Y@7-2E%pGpii8jl^0aOydluPaU7183$y)%>Jf#stArWk z&d(Z@ZsFYPoJ?pLJ?DX7Ah3E}- z9tiQ_SK$22#U(2klcPd{E!Y+96{P(6Eu`QN9mzY`yT=UTfz|dyIC<_LH|Uax$QWRRCV2 zJ#SqiQN`tGy55Spz*|&Tz)aE1;ma8tO1bo#>h!irI>?~k#(buId+*qDDE#_T-CHB(kkJXQ27@v zS~T_j2?r}Rwb{HekpHz#4?68jR!AwEG6Z+;K7*TY$hJx4Gat}QjfpQAYVKII)RWZx*>sU6o zCcn}5`>?S^U3_)y^>tt z;o?%6yfxZb89rQEuFybU6ODAVzqS@S+b95Wc2P}55t%dCkF?b0c%t(AVZjk^N$dEQfC zY~jsg;Toqc3JD9-f%%A@Uyed_BjWmAQp-r=f|gA`^BlsNNJg?@`lwh45eRx=uqNBJ zq7H*VYC<8EOSt*q?7VP`H?e7n4Y-|0KUpX6gq}}DMa7O!E0!+3Lz#9{AxGvTnH@A+Z~){_TUp7qpdiXmP5tV9`{~(s5!VY(w**tOk?Pnltpj>l_M0t9S)5lQaLvVqD>gu!Kuz-&sx{LBC%6V%G6AAdPjTv zTOtZTGNV2CiJH+ltX`ng=~8FA|oop#QPyVT)up{0-|HG z%DcP$*B9#D$@PmiDYQ%`b^9xx35qpSgrJ{Zo}s#hz%uv_(bCFxl0?iHYRM*LuVK^% z&L}|1J|bxN@LR+NSbqP5T2YsvR-I#KL!>ek0=XphXVAF;K7xsbac{+1nr|5DBq+JnyUUl;g%+D zI0+hHI7D0_E<9NiPjp*Ml_q-M)UQf$bVxpkD&fUMo&JSA8VX$Rysfau%=eoL9wUdJkYeY+K=r; zX@+{67Uwe06i?`M#J_ZC{Fr~oVRwI7{2Tidi_+$>MY!~9PA)TF>8^Z!?)d|EtK$-3 zuHsrCBvp$tG~CkV`@VLfX~I)!YmTun41Sm25;IT1^26$44n%G!D^ z!fuPx56`FRt`$yN4x7Gx95oV*eb!IE5KSt|MA#nk4p6so^`9$$y^!8on_0}(edc*- zAfH3Y;Ge$8UjU0j_JhP5hDt=NICMNOBAsDvDMNCsf@Tm~IHz!j^X}63@NPiGe*CHO zuG7ln$Mvm4;L~rfS`}sP8=0AIov#6jBFPfuQ6ixuFxo+Ac?}Y$=r%j+<{jEQ@E7@g zO2~)ZgN|+?p`qFU*FS&#B2|fDO&lxR!Go9K^IK?&U%GS^5VE7Ydq0vq&DQ-f#Gypt z6j8_rPaLh15RU*R|2Z~RBg)epEUjd99*iJFC;(z`6aZf2jR;qOLlS{t7PLNq#6m^L z#Yvz7EKGMFpM#LjrXN3glu$B)4SIl&PYwdETU=Zm*`sgHGh|QoMLlr33fb8cqTrn+ zD}MDw#r4(58+gEp-o1M_IK*4z9;nxW-kXI|^_wBRAHV&$dE7Ip#>&dhp{X0)BpSlu zXCzZlnsK{=A@ELL^)=mASJ#FDPAVaZ9>KpJ?fH5ZGHqgi>dlXNn9a|QAA(8=3snwUj$$q(H7zh7 zuo@piV2FtD2{I(H2@E8^l{u4-!IWCSE}H6K=nP_$ZcPIB$bpd ztWP%6x%L8={+#JS3E1?cQbR-Ht0G9E?bCZE8ArE|A3yef|M-NM9U!f4xRvHSXb8;r_tS`T1|_cukCrt3pIJ)0@&IM18ovzSwovJs=lns6z;HrTB6nRg;jAK$tvq zUJ}LvMAaM{s3&9y&MyS3qWY;^$m$DV9_2tO+nU%Vm&L@$wk9DqyQ$tV^8!nF8sO?; zD;RfN1+yezpG*tkF6i~&jLO*;U^Dm?3a%c#Okm`x508OTq>qxrtQj%y0rs+s z+!GuIMgSLFgV8XxunHbOdE$oc8ccOt<*x&ZwF(Iv9Zpe+W5J;7`6ojaNWPf{X@^m|o7-0O@duxTl zA24igNJ-WFdIrkCb%IE$Blm)St=V$)ltI=HC!x6swPs*ga}z>BUAZ6+%gbY4zqhxW zK?BzT0WuHr;l5!_PpRe7t~!vJj=jadhKcV6awg9euio--b$vt1FL8d3wAnzNHtml| z)dqJnUqo68YIb$3B7cl>t`dMlY7{U0GSXX6c64==<5lkDo9#q4QnUiVM)zGf@dBg3 zWi_!ytl?(r(g|(^Ve3CiFq7lnL}8oUI&`K%suFD(ejd&hzpyPsAR1wS@-Tm zZOR_4k(c({&(1D}fP(dpkDKWYXV0A3@&4(dW2?^sRX$kGgydF;PgH#Q`=hJnMWMG- zgW5kmXX^h`Nzp)D;K%(VS+4BWyckqmt+D%tUsIF95ygxfu)Zo8II>hyW01ij3=XxP zKFF8kBvBJz1kXl|;7~Zgp{V-x4baRFApww$L=mIKeca}0yelEEXZ6sWp`e%t1xB!X z9Fdpe$el@SZr0*yHgzK%4$1}sck|ijP5%)pVb4lr7H|Lbj7j^z0N)Gt=Fxri$}6m_ ztjOg^qLfV{v~CpXqIBfcTF!J68MAGQh&-q5;MF1PM59%9!h6~PYzXhoU(lvz@MUx{ z{+7y}n~DOYV_35aTuvd~=2tpBiLKLp4W*nR!s?N2L%N_%R`Wb#G9w-Fu<;;lQfGlm2wULqW zLN8=$K!sw1=^hZkjy_EF9K10CYZ}NWsNV~DpgvS4lHvnnV`T&W1Y@sun4eaj1#Bhs zwYjc1?jFXR1eSn+4*&8QYD!N!+eW0-woj)Vmz_kct2)_YNC`YC{6>2;gA$>*pRLw1 z@dZD9`gHe_!~HuvTfrntymA4{_!wp6VOV?dnGsvnerdLW_NmsRR73TSFKc?H@>Ks` zK*SoP`v`|W1c9n<8xh>l#5+4X*#Q1X--7k}24WEjHxM;i%ZG$rGZ|w?M@cu$GaFvH ztL+xRzdNflPl@8A(b#?cdmcL6(&HE$+}}?_7v7vPi`@_sS$H#{=h6OvatL!~aEJ); z?5hlOsfksL0^)I>D0yg*J^G4He@Yq%rkfkmHhN>Be)ik<8&b-xsoI{wh;;DjPOBOI zx+u-(Af2(KBqKX~M6pVP7eQaLJr&P`m=S6n7a(XutX#$s9#C)~t@HMZ%qL_O>63?_ zLQsc+YWQ(mw2N9Sv@LwftDtP~w@GG#Fd-rV=$)PxF6B_n>?g3)u^$qM-(l1&lniSi z7Y4ig{l=avPC-F{BK9DMZP-)U{woBB4coTK4fqSAI!FMhAak~h-kRI0YNOS9#xnh~ z$H53>2(5>*#}S7QQg)b?6rLHrr{QHnh^12egUM$}hnNtaQ&^?7>b)Mq&e z+4(edm`(f^s@+=HYXn|z`0KCh0~$N2aOqyakHYQiTC7uKKX&X|MM&9-X@z5_&M1#TlT zB(ihs<}_k8FbtH^^JE7ggT-~bXam_!2_vW?RH;p_rdrpC zOrp4%UBPgRnxaebwk8<}9mT3IM_d!xcRL^sd?poOR<0uCJe^~0IvQB&O_oeI_9HLs zt%d=lUc<;~7_0ekh~!gDO_PbDi~LT5-ZT^hSo8uQB-#)u8P#HR6tic?8cBW_=p>kb zFfBi*m4INBdw`NRF;5UQ$ZGth?Mps-4k!8TxAxI=pq74rK(w( znVEEfIiq#sWZE(=36e#$eTk0BB6bykX_DS19T5>Qf=j^JJ%Qz)vk1q+aOlHQx(44> zPYwMp3Vv=MOwOtjo>r2+F2Xqm7Q0_B?I*siFdL}5CN4btYvZ_}`j;(44IoPsv2#wd zp%z8tdWd9#8WT)>ik>aRj|DS|M85)D^Cqe#$!DOGG-O)D5y=Fkrg6%G-XKX7e8^-Z z6M@DOfyPWgCl}0OEO-%uFaKJ~L0hJ-vY z6tBW_P(zWEq9UA9i%+wGnK>3Xf<(M!Wo3PY9qfY)qz6z}NGF6ma{x{iAWvemo_V^L z*A_dN>T*CEpb2l0H6#&zE?1%)q(q$=zbGH?pwAVYb3= zetb+E43d=upUyl+Qi8BdxFMSykxe{@*@~1;jU^V(F||*1n<{7rbp`hz@k@X(VSJFB z1&Kry6cprxROetuf9zlL?}tEjyg4-vqIi(%3)n)&zB)qUB5an#=40yIs_&OViXrKt zDNH%pTJU6gpYso1ML#5Crx9Rvfe6q*J^C5F`-rcB05BU@+R@c->qdRRWamJ)`@A&* z2u3y=8<3@52Vn;HKHOX3BZ76DjEL{s$&v0TfB@XVD-5cXuHz^IDGSE|fL%O%d?L~9 z`@qDifTM}O^JZl8pMSoFB;5aCvr;+WFM0iEY!ZYmzrrVq0d(HPR|-~3;4%8=k^G}O zm|3!#&|%CP^-{IIzBx}cD-!&LR=;e;3LONw8Eb0;uT^y)1J5M(8X}?+#>R=bzda5P z4(KMmAmPdKwk>!cXpc3VWdd)BUV>!_!H?j1od4)K6L$|+TsWkFdQLR4_>4*(elu){eUkZSY#(ZbTw8gjM)Fd_4LD{fTB9KCjHGtN8c#}wwG7fjt z4tV`m;2yU_6jL#n82&~IBsb3HKyGFOCm=>J$O-tPaz`4lCfSZt=xIb?Shjq*Hj2Tj zwQEU-i@|EV>`JnTgl^zYs&OQVY!Y(zh8$HPNfbDOEvkbMsG}fdo9kf-riT`+Ap=3V zx?%C*%|EN9m3sloD+lV6h$2LFby~f3Aud6VrV#<5qYg(3v|vl3QhJcc-hw*?O+^r< zzbu-98!KKQO6VlnWsP;@ybK6h;P>y}x!@UM%NFPl0+nl_H`Y!W{{H-z?^B8&AYFSI zV#_vOS5@aVBJ1o*+evX`k0XgsZ_HAKfEMLy|G`BxC zbHnD%gp}|tm4T@V1Pwq0JuK_O#c5$;8FiT~&a3{eK~%Fg>y_~epRxZ))Mj#O3j7l= z*Of%&b}xy>5R$M2BOM#3YP&&J5N4fYM5iE=1>hEakudfd+DI*mBy^q6ToGqch_-J8YH z=;b7Jk9J6VaNCt=C|E`PgPB88&|JveX3zXA&Y;s8$tf#mvxLis(#+$f_Q%v9M&h8& zoR;$+f;nk#{zH^R;gY#I4FTF64KcaH8i>8~jzN=<792y8t`e{`*?!g<+KJ7v+vugE zKMGhHN10&2l9Nd&*$T((zFwtxjW%>oXT@gz6?4q&x0K6y=S@fh zz}W}C-Pj&}u4@>XLGu{QWA3~UsX0GA4yL!_p%=}=mgbe$@ z4?=M=`nYY$;>AQ3M3*C}VM4uL+Fcag67uQDHf19*GMtplk=JhR;eMR#@V>{BDffV? z?OnHn@0H&fcd}1Jk%UKi!BW74gVc{s=cPGMz}Y3r2eGvUaYSWrY!bMyYcTX5Ps;@p zkCIot8@EOTVbuFz=!*?04sfwugV8iM@X~-Yrn-C$Zux}f*CpOACbwix2ci2qJKh>+ zGnjrcE_+NaqOU2}A$K8d9kOj9@#p)3#AfD1_B+mt$PEKvXZPleC3`w$~8-XaG1aFirL*kvO0inZaoY}ev zSSJN7ajxpe?|_*5QXQ4_7bLlXCQZ_u_VcqA3mtPahZF!iHl*(CLYD1!O4$l~bHP8;*>3YUyE;+kFyR5j9bqm0? zz8`caz`aqlJ{>3vX`%=&fmkLAhJ}3{S(RyNzE$R{`k0i`oqVM_02DDcOoMJuSNog zMbuxa;Rpvn#ML))kV(Sc2S#b1XI%%<7U>T@2IG z8y>D^TzYlYhP{{lxAZK3Wcbi^&({M78yMH!rF~em_eg^1nQiCRhdkS-_weldYj=HQ zRvlY@p8sSy<2gabpz4*3>#kjUxqRK-GfRUW2lY+oyHvQI{xklSWvi0HZNX`~TI-se z@Q*FIazhQ2tD3)$)UOg<@V8C{{ed7Sg>rz49OkA_9_(8Pzr8O1J)IkTC=4rlj(zxh z767ksJhOfwyZ7I}(ErPSS?b*lNy$!}BNTzxS_w}4YoMM}BJ@gqaJtB=!-b#{mB1BT zAfnDYj4uJTD`|W|`!z1%uI<3#G;#b^5+uVgl%}ox=DLwlQML8zqN1Xxs~$Ku2B5jG z7sbbA>NYHnzROEbt~9Qel)jB{&sITeQ*z{?>e|IlG@I6*tiHa!U-U+v z)Fxw*Qk<-Rik=H*aRmjE6ScO%2%fz*`2kRUhqLgEYHZr~$EFZ6a7wputA<}fsX0el z+uf&Ij_pRkxe$=X9}ampj)|1s|6@IEDuHB1qQ^c~j#K%QF zZrGM*I@rVuqpDT&AyQ5suK4qDBj57nkNtixSbJM@9T0uwH17D^gw#0IH8C-92I@fx zaG5m!cyv-}5dw18u`(gO9z~B4cfEz`mHz$lA>&fs?psicsjg6~I*~Lk#ZiEYIOSX} z&7Dig$k2}Tp1pI$@8mHYwE2RO*U=$N9hW-}%>D&1{;f%4vX;blrM*;C!irpn`71tL zZ20oBYcj%lVwNd2Fkd`by?IU4_4F!&sj}JDX25UPH3r}i`6IQU4ptdBaEf5A6Za@l zr!b!ZKv0<8EHOZ)L8>cAlKNYdOtXI4!Z&1rAC>GUJD&|sBOY=2r+v@pHDrZixM4v2xcF<(Zp$CsWLQq1{aHZ`g-l z$*cL!EVC>TOc5fBrT-L2n#}Zs(+w#p`|s)9ekNk1EMEx_NG}zPp#=xBZnf*}8A$AB zH`BIz-tQ(u6w$^aBO}fFJUl#7Tny;x zxf35be)_h~>_fUk>-ov=56x)l=5t+RZmivN6HTVPuZu4fkh|*YF})OK$`>r*-w++9 z-dQtZ5EJ%%f=lL%%ub|P`W0Wn`k!H?V#%lWH31MFgSGUTj4T6tno4$~f{j6R37zzN z6`ge|8$Toc69}P%7g6^Z2?zKMuB?ER&27XhQAZE~G)PuMAI8;n@S`vxt%_hjt1j=! zE}mR(o!E5sd$Wg?a|F<&zN?Ru1sk8TGJaJDY_>086UGP%R@dNDl9dL?7K$rVTjoFH zfg`H}JD7E`%f#=rXfnE}rw9I+4#a5u6+?~ zD+4IXeV2|6CuU|gx^JAk5rmyvA0Dpr75Ke=jMpB(Aq7Xo#>S3V zLL{s}$=qQxkiZKnJo1slJ|Tc_VWADISJ89YtYo=sv!dy>xe?)cP8xF_ixs-zrQnhYOi0D}4=G z`hkl(jLwnjmW8d=7|%&Yhwdr9t7)}-;!?w0NXL);$(z~Qr!Cew6crm=3NOYT%rq1y z5`~`qi65yjq%YQCnCZDFTvUsJXc*Gb);0z#?~c!B6v3@kVmz{7wvE>9!mIN%0x3ES zO=x_*$RN|lNsok)>lHZnD=ZyH&{5fZp6=jHWacMg%)~&_eM1IxF%DQU(X(@?`JeHt zo_HXGF!lJY&o5?h_AWMV3@@e77-I7p7NZMZk(88l9UrnA4HKSaBcG4no=K<4&yA(# zR!iHEmo_e2RI`aB+@LoGf(7jdxl%*!z#U3-jgSyH0?wRA{@Yu?EggqIZK`+4to-zf z>hy?dAPI?XW?6DMT_IfVaY!Qq!+A@H`j#^qV*nSMm6~Yz{Uo0a-SciX`V0b%U-(!p%lEU{XH2Ino(n$Uj2)!yaGV)-z zzl9R)1YhJ}LLpA!i4R5lN)!`sQJ1e}_QSylk`3hTcyabPFrC?_W{3INtz4Q{i6x2v z640M&cB3y`YUE|&TZD1Qv40cOe!N{?sPX#o-*^+=OZN)liPI#Eg_69(tm>K-&Q+eU zPMY`|;w%#!SAe}4fVu%Q^jI$*CqX{*06IvDnn8N!t1DhdcPUR6NmrnU1AXcyhq;Lh z@m^#yyWuYf1wQp}*y<%<2oAXyl9vMlSRr=q!@BjPp$fU(Z~4yM1n0IjK|m*n%=@I# zO|g^T?z2*1oJpWSq1SXlWr$^(P70hooI6=!a2)T-HiJ&ehBUX|x(NsMXuJ z4j|K1l4Uh=f-e=CN6I%zS8SJqv(w{cK<g1Nn$g3cZRFBCpL6{;GCdwo<^Z-QZ_ge`ISPvu=7$cZs@N?{6Mw+67?QhuudIpj! z#Q=$@P=a1ULTp=aKyq>_CfIIyIN_2+dTEHKQe@IOgBa}fF65k>JLn~W!omcrRn^vz zL!ElZEzXiPOllZTW0omeG<1ta7Q{ls8wq2vhtF^-ahhYwt0&l-L|Kx@>O zh1bgGLh=CcRB-7SnS|ZI<4R#UFq&$Fa&`e;23ig}4d6&?I>x2H3POPw+5D5=);gq> zK5Hhcokr?YcxIrn zF$+s~O0ANJD;|_(9i_LPO!irDsjhy;MQnKRgE(1Ih&OeE zNwsv){c(M$wW4^eQ$~Xv`o_V72P>f8CF|6(7f$c02Sn8o{$WUO!m<1gG@tMo)anB` zry&2Fx62EOA1`D@hLiQM$U}V*Va0vdCl2xb24QXi& zoRBJ9cX7u{fC{Z7S~arAzxr!App@I=Ay!`S$@ddzfs~OON=}0jp$yo1$Du@{;tLf{ zFOovtFoE}_fsLev6che(!&W05!fb2=y`r;}f9Q%UQ2!yq$g$>qI%W^0KgW|LSPQY8 zf8uOPCvp{{*r-T+`NMiRfuzOfIQ!8k@fkm|2z413)ku|No9}R#`5}K>9#FR!W|S93 zPXkZnAp{*t{@^bNjpkQyQVW>6?+Z!#?-LL3gNt?>_*fR!DcOra_aWqA7N78F1wn#; z=rq@kH&57+eW8jWXW2lBLV$n}h}iTlpTkO7C;x_xM%r2CE#DSzUDy@-a6|DZF9Z)D zGNIJXd;wO4Ji5MXW;ByAs$~w-9W#@UdyEaI;Ub zF`n-3GTH26zVmOlizmhVwX*1#fcCx z#4svJ-7@~X%Nvin<7*#8haiPr_*$-b(qNC zFC;{!sAO;6L9a?N{v*2D5T2IBnMfb-7OwdT zm-)1JdZnnG(h5fBAu9SkW#T^px>`iwO`IKFXDjmJC`GA7Mq~%-J_Q=ZDHkt9#MNQC zrljBilm@E1HzId9my-H59b~5v^5#`}@-!vHC<7te-o}?HqW}%=uU^^f3Inkep+9f} zS@4abO7Q~~mEfj%x`)Y17g~ppdIc>3!8|Ppp8iPdG`q3FZToVe+q}OiaVb z4rX9@Al|rJ1S;ac5w~vP883)D%7^99#sGiy-O{%=cES71kxcyqZxNpkVdcLN4IAJ5 zmLfw`?RfH5{5u8k3As+gWZ*5|w;W9VissEBVlib#b`{-eLcYzUc(E2Ttj&3`b!|zw zggot*te{zb7|}HUz35li^h|FA&y}3}&?qoo&>dR5Nb!VCF1fQ^|2bR|S;=q-E>Cp@chEP~2NdGOxK~wGMRTSCx!~zu^XLBCnx89}&LJE*{erpa|DqVL za(WPCt)T%x(-`5APA|3RRESU~GXJT@7ua!>RIw9J_TFDs@&6EniHcl+Fyx@x&)Fdd zVWQF!#<9aNZ_y;Mf)@_pAI72MA;@DtwFHjf{_?v0C{Zd{y`Dr|hfP|B0}_=O*(UVZ zUXTtt>GWpr-{P3aEu`1UKDgk*?2n)qQ7*Ug=qrHx$!H9~s5kj~esi_{Au8eC#76*} zh*=Zw+L2hyE&_UOj2L;>r|kw;K&SMPdjU*PkryQD55){RY$#yRR&MPZusKrR9fR~~ z7W-LFr&iIT1aeOxkc$1=>61{6On_AMuM6V=Mq7{FJO_0&f!a<+ns#FRziLnaTRZue z{VH7Z|9|>lUty-?P?y2bYz*njj_-A3TGwEa6doySb(Np97IE!(kemJD!O)Q}wc~Tv z^!EK`LTvkI^QoiNIPbi{6%RrdI*)&^SX8}sXkK-$-($YWe}A)Vnc^bKsRY@DLvjCt zRrs$Bz3!f&Xv_U;%j{2jL>>AK5+|;Z8_pZ+$dMiI%#j`vaXlQX;McubD3Dpt=2n3d z|32!}K;?eBF}g(Hku$19a0lfaa!maZ`AMrWSP!H^qBUm2d$1WVoJd?4gx8KsWpp`3 z=5x42T4b-c>e)uljc=Z_Soojot%kc=TXPI8bH-g-iw8^0G&OPB){vyOZ zU3F1s6dPT#UiBm6WZ#@JY5o0~OsifeCLYK8hEcosX=U_x_Ya*bPQH?A8Z~rcmByrN zr|eAa$H3{RpA?FW@S;tPUl{2YpGy_ZV~0)%Nlwqt&tI!e+*_QeJC%qWQDlyMkc!V> z16O8pLr6~J>zz`!&J##>>hvG+b?WAtiD!KVe@`98!!-bpXpu+X^65!igwuVWFv9LCw(=GkN{Fk zkg(J$GA)J#5K*c}@>8ckXygkg@2~Q+l~5}c%&H|P1Lr3L6=3jz%}O7K@@z)4!(%VI z!{0uSl<2Qd>aO9}Bm?m5PZ(N&zuts}6D0*u%Z(MsU#=i6%87@53gDr#+x>7V{-4^V zDQd)+g;{wV&)P5q)ec~-2W2p+k=5wDvx51vsxy<6M&sY*t(3JyG*xjU1{@&L6&N<0 zmcwlga)ct{`DnzLMewn)rwP&3Dko`b1&%cQ8fsm@D)`cs75rTvPhEGF5aSIwk#*VC zz+t)(=w#B`b2%_$2ULt=L_JeKsS={0yXk*H7_++}tVGpz9rv8mlPl^t_4h1*u0GP- zH4!*?Er=&>EOd5OD?H^n2}wWFxy(KhDIOS6aY!)fKhd#Nl3YmKuFdT)3@8$w5>iq$ zF*`jv!qZLP)8V4VNzBKSk5hjU@RmrkWOmY_b}iWDcmO;vo_A7f6Gv!;qux81a<}lH z7_FwXAAF;D@@c}@k2Mj|(M`eWI=T9q1J2_KpqyRE>BMlV!)qs|gC7e-q5h`2*|*G0 zwZvg40qIUHt-d*OaQD+OY7T=O?|X{(ub@vFm8Vfquv=y}A;kBE$v3sZv9Fg@|A zRB_tutQwA4W_)FqhvEp6L(o&vT$TuLcnpd8J+<61dfe^S!D;4SAi z0X`n`Wy<3LrMkk0cO8DQAWW@S$Q&?GQ~erRs+ehNs5kpojfduvLQF{3LOf4*BtdPV zZ@L4^jv-t~P^4^zsh0l~&K$cl#VBmkmf7$sNc~7mJPVSyiH_IZ~(*$2h=(sl}E)uMhbcJW;a5ZR{&F7 zS#kbD3Xcl$2Gpqa&cp$Eh~rEtDewb3K}m~`73^>WBG^kchf8SNzPeP8Co3Ey|xu73$psYG}s2HE$B7EnhS&pY@6hfRVJ*&=K|2{Z&}K84bI zLw%3K%z%1d^?W;^1OY)fwHt=>iPV<0@z!Gl-emlt50eL?;V&-$%MLt?BQ`0J7&5$& z=S+~l?2*tf*sB-ZFmpLFh&X#g3Z zHWP72$)o?bh)0CR5wZ?xE9?I%@5`gH-ruz!5p5+=sSFJYZPBP?s7HDViK0xAAwy-z zT#`^KN)&b)3~7=~iHw<&2t_g#LM3D< zU-xwr?E?RDE=R8Lr`YR{N`xcPHelnN!7{M`Kt)9uxzU-ZrpEd;eRk zsQ70)DiEcpZ>LpmK+XFNNc-D!G4TU;=gqbx{QJKm0nxYpPbL1qXa9eRPyZX90%W(l1G*_V3RY<84wE@m5-hd^y1CTiM;R&r=Mp3fbqd23UX#wS@i(ZS5Q<&R z<4q&|(`Gd>I$9hV)*j!vA}Cjc5N-_YVOd(o;^~yi7a5DDLeF#Zwp0P4e1z0asQ3h8 zwygZqtSoul;&+5EphZO%pH+$|tO|Y`m~UM9M^JLaeV4i)1DDwul&SA;H&wiaOw>(u zGbf~c2KQt+KxI{o{-9C|83Z|Snuth|;NI8}2a3$STtfzT`RN&>Tg&I?7du9_3@9PH zMURXH^nb3Gt$iWIgvz`#gk#&#HSiYP$s4Fq*}MEi!DthxM~zS?%j_+fO}W1!?8V>G z((h22?7EuMa(*^(I_Q7Ws;$jz4K_k2GL=IH^4WQ-13_9cCU#c1bGaO0!br^i0YJaT zWW2s^qwU8eAn5iX?Ph0C%2+b=dB%Q+e}6*8_P_y-yIeEkXHabn#N%6_tk=~N3!k7+ zs+q~!H|=guLkl+{sdfqAoD(&RO8EFvOpQ=iKuKZ*^%116Fx=2Qd6FUygjT6(kfVGU zZ=53!#@LgTr~e7gNFSYM9zqLwE=u}u(@YHgWOn?!Kh{^GhNZE z;fMXuXU!a^NVmHK9Lw5-wQdevaOUW8ii{~c{ncmWuF#q0w@1UU9RCMZv0=Z5b++wm zOf`{}!4^dSJD+NB0NfS{wWXO~f_R3vo4801~3400b-3xC?%Qa2Kn`5hr64{vYgR z075miv`Mzy5osmRj)Plb^(zM~h_pUo=mwg

      oQSkgTO34DTu$-!A7f-@%Yns&5OvWgji9O{G&FZL4KU9 zsxzttR51C3VnG#nlG9-YXmh$pjj&3dlLL3#QMq_W@i)rtL_v{=aQTpSW?D*RJL_L0 z;Y=<8+oQ0$1Bk%dkb5Og6B$h7pwx1*jrN_&tc}R4Tu%)0dU&G3Bp#>t6r3)g|1)gO zv0r6q3%HAhG5ZgrD0tL67vdSx98cvR)p2!A9pJbKDVd6x)OAYCEba`{-%q0pYXCC^ z9+|xwVLtu>!GOMNyteJzJ=Rjc9@3wxsB>OzW@koFCu#Fr8Hm!TVzSyd^*wv6EBGEg zdeo4i(2_#JdFAsL1nQ;rE=d{I=&WB9Wy9ogvYSBn>OSfd17i@zQ5K2jn^U<15r2B@ zz2ed%&t;+2<`WSXP><6Lc0J#5E%wQi62OYG?m9Xs%3yR0)%Dv^iYrYACB_3vRuv2N zjDm1$6FlcAZJ;>y)A7d<8)40`?VaWo5=0cCA{&{1;%=aF`?wXAde_(D9z|s6uyf@& zSGQJ$4Q|TLUGuyya#OA61W^dEtg`EJ2DJ&WCqSRf_aw3x+kQ_|Lx>k`A^n&(N*a;D z$sYexukH#SQ%=*ODCEHa=u5EF{Zu_A>>doC5YSbK#6u~e=XgW26;df;`3-nYR!o&3 zQQim+35xJXY?duex?Q`rYvNOdXK09~{NMBx!LBBXo(HiC@J0G(bZS(Jks4S+E%OtS z2qz+zNHBk^HGxG#q)l*#D^9^k*|{Cee~c~&tBAW(Bwz;5M7bgWP3>|21S&*RM$rFK zsGPp0Pw?#ZS!O{87wg!MF)i&>{RT=CP$os?bbZ8?>;*EO7GZH zI(T3Ke=4TlV*Mi^wvm+;=KkG&nJv4`%`V7G zZY4j8;O54|pJCNQ6T?S(9%Ugdh(F7grHea5GBkOAzOR$(i1MMby2r?i=663H-;K0C z+huqfKzPv zh=;@X8gL8mfR(ZqM?VwX5uy+h%?%`p3h>B7R)NE)Lb;vP;Vc>C(&dlc8}qs7LN|j- zw?xj#f*cj7fVGp^r$8~oVJd~KjclD@SR?&94N($G1?3ySj4Y?TjF{|TwaMWHrWp!= zi%N-RkHq;QidIzFqG$nL+zR4pMB=4@nrd+9C@X{Y8F|9w%8<5gf^zr>PIxM$bZi zh?;s}m!D;0u~O}|Pkl7=b%F8&vh}^w7Mmh)iZH_+iz??BcX;r2kB$%G_I=Wh|> z|ASV&#~^#3M&Llit9^YP_tvrr*orO7H9FPfUy9h`D2`d`I^nuNkc+gYkHA>RgH-hy znC>xMp8&rYO5T+vlY$dD@Bmt8%3v0>aVg!>U;b_4l zJL6H?Yr_r<8S;-Vs6jat@Tyu<-d-*R!i6=_105y0_ z6BJNMJTPup+dA>+4RiD*uM>Jkqk(=vA;gkE570$rK=67;3pFiGg7vGSM$3_xbQ4gD zy^bq;KTS4j5@G$*0s8?Jri&Q_4So~g3F;`A4>AZpY$;9#mo;_xs2A1)kLmsbj39#y z2Q!R^3%a_DxqUjjDl?hf2oc(S6q&3^%n((xwlDev3)2>?zE%x)r2pbNj}>&^$kM|Z zjB%K+_U84iHyJHh)Ne91WP%*QIC#V-7OoehB6$Ffr+OCFA{aab-I|*~S*F?apseb* zPY{zP8P&;Y+NI^q!=Y%5UkP19SMoU)Xt*{=vo!z}H7=d-Gzdj#1lNxr1I5PV9XbJm z&^Pa4UBT}04`cTBd*skPbaeV(YUj01G`m0ye>rum1do_lfONT$2vi^h9#R;gcnJL} zLBwB!652b$cbOAE_5r|qYj8B;29a~IW>g-=*55(GaTLB`ntD!%DOH8Rq3Q>_{wO&A zge6baHAVR97({z9rgDWtU!9m2CRJdjGi!fI>C6Q)o$HJQGplWn6$m)}-SGUrO%)Sv?(X+vVpJzOlA>o;u4{K!@Sedl;Vq^L0UclXyO$Olzrfk-I&wrb zJR;&5`)AIdxFY2$EtGPVPw-c# zrHo)7;vI8jiU=*0@eBEcg|9-+;Hr@9T=a7du2V|H*SrwlMysCH}?TNh)H>Dkatqux6k*+jfD^}($drOMa0|!3+@K7 zm0mQ9JV;LF$5yknwD=gNV1llelq`U;t%Q)9&Y@M((mX)LcIfH~K$DA&0Rb+&nD*IA z-?yX7*s<^Hu7&wu8_%EM>S{R4&XT?@W@l3MT>RYM42?-Is2sv=aYAyZcX05aNY+bJ z@3^=%(DInecP{$4ex{QcxI&jeCRz+RJBA>Xm41AfiHC}mKWb{aoHhe=wx!6`cEFIc zF#y6blh7i3Yp*y2CG$#GvYY2Xnco zwZm~s%SZJS0crmvCM3KDxWFeQG#eV5Qu;{@(eqG9cz|4jKIltZ8)uZ+k}p7DHb8|1 zFvx68O-+C*lir9C5L6ff`(G4sj-9xBLPEUc(5pG0-Tk?BK8-ov~N% z+!4evnURr|y;?$o3%hteC1pT*qTJ8ZUW(1G>}S3}!1$cm8dVNhLNuK%LRXHehQ`HD zwnZ?hNiILMp%jw;`t?lsL}ly@G=HzaCPF6K9Nr=6*|V2G6t9Pc`J-hUc0V#7rhx~- zG#Oc0qB1fI;E)|09QK1q z{uCPn$X5Xx>*fgy&w+v%IO;rLtsE>HWhgzZdsSDrNMc_k%g#<3nmX4bBLiVS=Yra! z`wOZ@i$VDIhb#Sp@<$%-zH_JNh>dw=og8774OhXR?9$Z@jn%U}ZV2aEjL_^_ zXQwrY@thz_T)^>1Uf~CWim0(k38$RVf*YteB`+uUB;FTkLOA$EJ^MS_+kFAg-6*xc zJ?}+EMn060w{58D8uIh=%LjQIXXdr|-4z=*@A+?3Lmmbw zfkz_{15mk9K2SC@TXA*wN?SWSJ`oWf6%`dA?Pdtl7jLm$j2=5nMHD->x(}{K(=(Tl zkWgxzqq6c0?3M#M8(lS-OeSawGG*DrLqiuUj~(pEi;d;R@B>h7Ik4eoc6I@9&R;+> z%y8=y?K;XoQE=k9S`~thKKRDitIbSMpn^ch8KW_ka2Z;9dIHe?!h=Xrk2j5n zlYOuFd<-p_hsmjXW`dx)6e4gRbI&SxU)tc4l9D30Nv3I@DBc%2uC;-ak&!SX=F#QQ zTxnR#;o;$}7+fOHRrxf4O==9xeH|nF-zMg;wq#-u2lzmO95($M+#DwZd|WPw_|UFn z<^ngcx|x`#xf?up!TmFMBF{dr@P0h=9?|3kt1yjGh{rzVTx^J_!wXNpmWq{HpgyUF< zAPdCDJ#?MWu%5TsWOb!TC;HtBK`03d55EeH_*LTKM_}*tbKExr{piC9Wq2PFxA?^K z93v%@Qc`wmYx6@7$l+_@Umrhy%&)E0of(A@LX4=A0|pFOqKkep`L58(&^mD7!Pr7| z=J%EsZ%i0-waYQShB-XA<6j}Np|M?M|NeQMU0r>E3YwFDUFjGp;$L06MDS+bS7ZVi6XHB_`(unk3kRi9z(0Mf+Sv*yk%LV^{S zyw*bYMs`Ehh-7ATu1D?-YD(a!wp*@7jKw8 z7e73TKH%z9Ofb+gHV#BNn_Muy%NxhrUD?{)oEBI;FXn?wXm`}0=^xttPFCq03bUn#l&WU zC3O)O2IqLckx`?RA*N^X!%rPBAaeF4EYY3tLrq85FK&V6iugSWYuvcGTj}qpH4g+cpv0PW=}rr6J!5fd)sLJjMIX z=K$l5j*U&bQQUDd3)OXX=D-B34}?Mol4uP2P;5H+v+>E~Fp8LvGdc&YJb9}pOjle( zh90{~S+U8Jf*Dl;w0Gz%E7@zcEX^MaxIsgD#iKD8tb2$WO zW@8wnq}z$Va!0y9&4+1i>^^s5*@`g{NonaDK)KZ*R;O=zhOL~z;9srA+Hug((BJs! zO(eOcC||C`?slFfZA@$`(i;B-0s>9F9%vFth6pOCmazy!N|BA%*Z>0IgHP`3@8>r( zG^7@!huPUiEY@4A6vR|W4TC<`*Owwk35$4^Bz>jOr~XJ9l{>hv@YhGP{hcvc^Xv~z{AlvBncyVWJ}mCR^c(3QdAb! z)YjG_TDa@yhd?I)E#zuA014$C>6RES@` zT*=7D$O02cX#N(0y?ReRAt{qfJyQ(9w&RFVBw3?&iGe1AXZ7fKf7D7@PF{LCZ6$Ar4OHaQ^Z@pJM zq|uSW^DQzmGfO~)wtz0#{kpE#rt9CJ(|M&R4|5|T2Y%>`^$iaGLke?HQ1k!> z+K-ZeD#WVLN20#gBsV_MP+MCRa2x3zl%Qbv9e{QaG^{qa_Gd3QdZEnA_;!L^hxq=oD>U0|x&!JIe zuGtSCvM^I!5(uiOXg_G5ZxF^ybbC-Zy+(I_la5Kw{55=n#e zLG-{yU&Umauo8zi-SwKxL@H5&Xudi%-L63#Y0^AATICOyuiw9mQHd<2rS2V!>Qwv) z-)HVQrj;V!5rlleIF8?-+^z7MEDpo)_|M? zfBz53dWnF!@~g0@Xg6r|j(kDlY{cNZ91w5=;nQ!VHjkpBlq^pg7#gapsaFzU;u3NKqZ79UDlJd4lheZ#s5uBi!%x|D2D8SidCWQ zmNGP@()~`e{Uj=?SImcgUw)0MgVCX%Y(r`Ig^Y$xXoB4F534HS4d)kp$OROz`c8BS z8aY`H&5Q`0Dg}tx+W);wc-_3uR!_70uiz>orREDMd8ljb=ZAceoP*B#Qq%R+N&X0i zADA6kdE{6)YGH_Ka>ytpv?g5@BcVS8+;rn){#1j1BMTPpxBr@D79OJ9F6Nryue?g4`4SRSZ>31YIGGMVnBMN5h$3OJT>3RYmhy+t^TAqzI6?a|{93oAUDAEEb3N zrNgD?F8!uS3+{J6*`7#VbMN9Kla;1rIw1;svP9QO5RhHY^g zmakbeo8f>-v1rcYrr53_eI2R@a}mtow;J2=c6E2pfkYy{H74S`6x#zl`LR2kImWz< zm?uwOBJ$I@S5x%jEaEIP09>*8_krudDPDzXHA6A2cX*ideXq|(0H%}=0uA2*(4wY% zSzVQzp)u!EKTiX^1t!Pl1NLSxG`K^p??j(mD8%$sM7s+BAU5OIv79~B5>DJRSTLcc<@O-pBIeRnRxug>`&e_lSpTV}-r4_AO{ zKy~51Dj5z=&H~#l-+&?b0)B+kPD08=2P!dfF0w}zD=TrN&7|DRo%td&a|f&XXLRVv z?MP9f$}XJXD-@UxXXZ(1B=02cr0pBfSD2 zlK5vUz0&_$-?C6k{dJP$XDx(0+@`KSKJ412HIEPA)hj>%1n9ZCZbpyi)$VTFyF^7YKHoJ9n<+;u<$?IS2?}@b!HV9nA@FG4`%?<2s|V{(pw+ zhby8MYL%HTk${zFphBkgjU7iYtI6|vlC~z7x}L_gf?MUKIWW} zMbgM%Ago)5u`1q>>z$EtXJQ@<*ZcSH8wOTf?qIfk`^FCN1$+ZG)OCGf27%z>8!sU> z1K(pQLDGPA!o$OR(L+LMBl=kn#%-0+IFL6Em{vc{b_pQcFTZ~AB4lz+fKM_SSt_+7 z)~1+0-0;2qLUw(Z;!K0A6R==FYkXnh=7PpujEZS5O6swB+q@n&>(@2ZaF6_K%+$|tSkc|nLn%5XNVnFT&4Bx?mIJ(fM`{yCBIh$Hbq+yh&iAT= z_Z#eS%V>+h-?;!^4WX+gyC3i&_@q1#c#GMVFf)Mnka;x4N6+KK(N|{OnKRc_KH|_^ zw*;Y?u^)NorP{*C!6m$e@q3R3dGXr|A=~*e(^-N(7AKV!AGzh5iV77E4@F=IKA;u4!w);Af=y430`NpmEncRT_$`&CoZ($v&c zhG3^D%sn?o;BYYrR)|<9B{c`dTRfcomZYmd_JJeE$H%v{wmuA$^%Ol~CL<9n={6)jcp2`Ab*VY%i}V@gWDnl!sj= zVLByB3oGqIa4w+Qcs(S;@;0g;-m6gs4ckj# zSlA)I)cH5bgl`dynK#8TnsRXWkInr@bUbbgZXu zWTY4|V=pkSsI)Wz1kaKQ&B|3WkcRt${2c)0N1g`xo9y#H8{n9~e{w*grcHV(D=X^= zeiL@AXpxD>IShHr9{iy0aPs7CWT%3DW22)o23Bq>jmA`5j`H)7 z%z#Fq!TB2O?bcI2g#p6*V7DK@o@f|L+*i065WoXzlhZHkef$osS5JV8^QuRuzJu7hP1h@_>R2sKMZ)quE-rJBcVyqbr&ocy!Gu$5Da+V}2pg;iVR;@MHod5r&x&Bg+JGXY#_Ei)L zWi9pmX(bBfw|EL=vBrvJ_>E;7=XU(_o7G9G$_jirt+;j{Kd-bnuW3c0tkWm|Eee+o zyFsDsq)< zvf>p|*6KT6u63r{wo}IM;J$D#KPB(l*VkjyDSdxfxVTREr@vgb{^Hf>_Foxo8Rk-j zV*OTaq6JY_QdeJu-XQ0TFAF8_*L;6}OZmEP(U!lz4cPvFzWeVUgS4x~LDG6#9-e7( z8kSY`8S*ep(AczLgJOk2z1q#2Hxo4u`ANIFDEeHn8vJ?2i&sl+$#RxMU6@{Jy(=)m zjz2puE9>>?ilT~2g=}$-bthfdc~sS=tAeVpub-NhAufOGR@$L0GJ$bLMMZTPu6c*e zy2n-<*Qb#q*S@=<9Nb2$PgBI_A31U)eT?m%zN6S`et!Nl=gyh@_;9y2*+gB@X9*>j z)_SR8DTU(Zy3b_2Mbhou`gALskq$-POYb_=yluX)iI{1}_VV%Zxzcvog=fZoF>A<( z&`dJqR*$XM(^i}dbQ+>Q=9JdG`uWlKNY$tZ89OKxGq%NtC=>;*i{fuSL#RI`S67C%n1 zOF3z5=2kh-MaPKn-uiPr#jWn+QQ6`EG38|AN_tpW7`ICJE2AK1wQbwBtzuzOJAeLu z!$dc;8YlPoLtb9%uU~r}wz|6N7+t$|y&_yOQa39@LQ+ySQsp2S#BOF>YF$;f^Ypa@ zjfyxuX~r0aznbHqjGSCbH=CGc$e}F{h0W@(GhHSI^w+WpUknZo9vT{==j7!09lh~- z<;H#0j|b%yMf+_B=+fPxc)TveCBr>Uu_A3l7*Z!)#>)^$s{&d=Jd<&e;5E%5Th zpDw+-9vl+FMJ>C#nswyEYW@QU4xIn=V6$>>ZE~{H$nlNKk+e=<i+C$Ip?VnMGK4g2b+091q=$p_4Dp+KXT>ISlujcD#p5M zV(`~q>V^#)Z2KKumaW|$^7ZR^s?x=aj~XPp-`uy4xot3;in54Bwuo;~0?`y#q&&sssiGMqWyeY_xBGsb#6l6=B!kSdgEusI9G?{beO3_vIsT ztb;V!K$oc-#r`7lw{PFxe#|<&zP|pQaV59&aIr{+!)RoELxa`JRHsSH7|o=!FU9Su zl;tJg-dVox0==xfyz=##)x9-I=dfhD8nYO3ff5lD6Sr(SzMZgYFR6UG>l7EYGD=Sln(*QQFF7?CWAjety;CJ?3af$U*6%7{QW^4 z5n+K!mX?WI__RCX&AVMLcpr+ur0p8%EWea^?XP3DJ>eJ{6U@J3j$_dow!M)>MHg|0 zHL@H=%e;BDDnh89Y=P@|%8zd5fjfX`on7s3=ATir^hbH$S9+3Shp5zCKta>dL~|Kx<@c;xJ0}* z;i~&FyS_u~)~);WU^G zW7%Qy#4%)@%`B|XIhW#m;UkN2lyze`wMgHiW# z97})<9p+d3^sv5P=r&eXBV5*#tw%mojm->~l4D|=EUWDt95Q@8J+DsN_f#j4YxU7{ z(QKZQEkC+(<3?GW_=^`Ww5MZSrP@n_%$d3oN_%k&hi@4ijrOLfRu5ZdZ5J|rfvTFsctW8}i2vAd5>0GL_tmp;*;A1X8DeH; zW)8m|iwwQ2L)S$0cpu9vD5#8KRQc=oy*t{}V=k#;T$K$CL$@5#xNKrxmlDHOBe^P7 zKW|wwtxk8ekhW^fV-X%RFW6Sjuy{O?`+0%W>wzes1vD!Brt%nUuI^8*44p7mG=qT%^y}G)( zeiHVHT%C8;Nm+ykqp0{Dvx(HvYRYzQ{rU4Xs@;vYB41lOYO-mKk{7qC(uE5JYduOM z(FUeQ%H?fZzHZRTcG7el@2d<~eDgdo5M|oo22PyC%3-7Ct#+BAyqi!J=R(ZDseQ)X=e zF4MiKmN#!EIDRaOwCSz_472?e159K%-tpR+MvG1~DD1*1rAu{f*}65HR+rK+ur=o1 zI?lfM(!VzD?}}ygl_ix*MJc{H8*%l^6P97aq8GuuS}E73Mmp&s>bmx4aPm9@E-}DT zDwy8xW2l6mK7Ooz>4OSe%W<`c_bZ@a14gP4bcK$2)+M_* zPmivC8YJa>sivmp!C!ynTRGm-??9&+8Xi{u_4%>a^XDPBImQ@`6h?ZadR#0@Y@367 zv);j+aRqvwpDJ@4J*cL3m7{K~56V;ba!Pam{c|f8QPS2%d(7{UcBv2M7Z=wGlMgDf zGBe9@yX1PJgyu-M?x{Y)xT*H+*|Q7s@=VOYcP_IIbt0jg`E|8{RxYKQy~I2W#Waq< zT(X@`Y4oz582B;6QYoiZx0v3W{`M(<2#O$*Zlaf>uuAHe0z$`Zgyd-DaR_rh2FmnB+=*^Qjzv5xGJ^e>T ztaPJG0>t)Expgu|^mK$N6xWptQw3do``4qgd-v}bA8{V7R8L>Fb238l%{^doFFO5- z-TsGOqjk&Jj$XgaG;`i$iaCDa!i7YwUy+!tQ+^D2&|6!hY=9^yi{(LapetsWQSQRTt60zk5i}X>`n{rKb~agn5(@vn|=O z^@7%Xv97vnn?t7RT#>z)Wy^gD35kHACsZtJ#~1S8 z(WB=#{8Hk7PL0NKMWE9Vn2zFOx{EnFcgsl4bDymBK=TPyijr984}Y#aX5H~LNl zLi$|}k+KXM6W>tZ?(K>}PD6jae)C2(OpYC;=i(NbzWMreUn}D*@f+X{DN6_TcK-bI z&;i4@m+B!kbv@Xlz4U^tY;wbGt1OglZf@=i^a_TZxx3Yd&70q%Uv$KzHY(w!5{##c zK8apd1pu*HH4ngB$g<@;0~4>ew&ivG+wE#n(~CF;h%CS)eJh zW`6$qWdjyd94J|*zk%lJ>RK70eD2`Eg92+X;KrDcn8Tx}j8VY58Pk1?-nNYN^cyva z23_BR?@W#LM%gtv6Uh6$wa_QosFZ_N9sk~JHV}wek5hxzec}ptPtxh5Ay(GAe^T%R!0lf)JuQsrGzVYm6Vk$ahFCr%l9|c zu72~XsUq#>ud|YaA2)&sdYwFZQUx@b{h0Onl`B^gVzFJsEc&2wXmzpgk*oKlW=E7I zX9n`N3tYP&V$z?Fo>m#HDTsreW7zg`f4eeCSHb*oo*iWxSH}m}rkcl%j93%!4ZQCs zVDO;f!%x&bf?a^H-+ue1VAEHx`TqU;W3F?VENDft{=yNeQEC^?pMT0F>nm{PufP5x zr}f93JFUIFF`OLATC=8t zzE`FN1^?BnomeecY~at~$J=*`+?`A*{t(E@V^UoWKII>~kwOVGS`3Y0_x}A~oVsID ziwGtp7#`$svPiJ>1!RU$5OU2N7iY#G1f0-MSB?N{2DJ;9mzNhm+jGtj5<#fDyL)GQ zyOAwGqIRm8PN0?UtshGX5=AMq?dYyfcyl8`qX>AfU2GnrK^xer!M#8Kd_nN&@#Aha z5N?Jai!@qnWq{)*0Sg!=T=`UlvXq31)CL?@1jWI3%fn9+w+3D{Oz62xe(EWE`>?aW z-~7@cZ#ItkQ8XztwMdox;D*C%2$8s_-!k>!{{471y=p5zbf^+v!7rv2;mdE(FsA1Y)+Ee7C0Ko*gxVV_v02g?7i`BBZc1&@R{v?L!Vp>hKi-mAJqzssRplF+}q^v=*ts!!RgU%BkzOCpGQVU zj`F{3Y|(Av&Ur11H{t5tD&O-?`VvK9d;RDUK6%}_<GV0%{OP)4yU&V3a(>6))L82`m|{`z&5!I3jF zBvXD=R!~@2nAtsS*p!z!cX3l&rpDSGqTj4-Y=qWvN@>6P^&6#G?%E5(U2{q6K?BNN z<|d6)<8*bPg?xW~=HY{k0P(6KUqPWOA6M+%w=WX2^o$OR0vE0!+_JUc;O^ZY%yUE()M{1`hqJ)K{rKP>*TaL4NKq2RJ4Y-!TT-)B-w}M6` zUyF-nfzp(5?}VHtEYj1`Hrf0Ig*cb}HeSB)CHGheA`JOzuF!s%L7ABiIA(K!lrP9b zsDBTM;796h{aYEI=YD>XKrP%mcfJZQd`~;>c2~;`wI5YXPtj))dEJD&W|~DXhkeVl z*L+J-7cJUimJXaxWlD*no@#!q+!XU8&)wwnqitt&mQnV9ZvU;h16q@xm}{t0_jExW zlM!Bc(6YNNT6sFGmepq4nJ%X(`?viUnN~}Jl+!^{Gj@nBlG@)hD7I^MEYJLsh~vxN zamAV0^_PEm^Qc9?;EDj_H~#kO#0GWcci;u{gYA^#a}xoS9i-U3EqG3My`ST>*a`P~ zw|WudMZw*3-BAHcQ2mrQCHrvP{DY?{y`{E1VQT}iXy#T;#T~X zt5=0Anvc7?z>hha_3Qus)7ogleU{2dBSLC?jPmD z+&}i3>-FQ})qSixz0J&vUK~lab}Ru5X3Wp-fvkw`)*E*yB6ldV2J~ufZqD_l5PAPV z>HFP%x$JGZx0ei!j(VZi62Qr{0}8=iQwHUMvhS(W1SC_5DzNmo-@-K#t`HFwpv?RLtlj`Ff=}{4(N9j)R%D+UH~-PbhE2i0AQyn$G$vf3oG#Ak)gMh2Jt`q zbj6W47G=rj_Ckv!RB0%7r2S;&ooAj!6>zK{&@9d>QUbGd`bJa%U`VpX2THK#A9}ChErJZg$ zG&ZINR{H$;bFR)>$FYB_aZ7Y-{#^%Ky1RKWc&J!18~4kp7#bShezGuM`cBv1URtjY z+%nSdI`5X8J!R1=~Jp1;Yg(X5p#)nTw1tQtokdW&b zSKy6rDAB5~Pp_<-=&ehQ!W<>SqQ5Y0WB}4U%Iee)cg{^4H@;!&Iu^%<&Q!T%Wb^Od zeG>i7Ps}QmXxz&=oxWA6=eW!|rKZ#Bgh5Z_020)J^>EL5i587wUx7g%{luyVspTxo zbdaFY6SbI2Z-MZ*aWFmSQ7>;koyh0UH=%aQ02oZZG&^(VOnzypJdb*81!42x#x+x` z62~+_TZlsdloM&*lzq&3>Yeu?&DTW17;Y;jYB?bgl-LWykk7$>5@dDcJIoNeL{yXiGEP9F>a~FUERA*gH5F zw|sq;62!3UkA+;QM6`6gYc$SvR%W=plzEQRnK%NEIV5X^g^wIj#Aq8gW~TrC`|m1= z*Qi=eM92j@0F&-27HN9UWngF+i3vlfrR&@k!p1rCYv* zj`gfR8|veM@}smxRc?!xtWrr*g+dT`>*q=k#4lB_gB;gxJ$xLCgy{Uh*R&ItAfQ%) z9?1quXcBTnlf#Jp{P}a_+o^Ro01H48<3}}@6xcP|pF?xyQE?_iX0ad2RPJ9NKYk>A zoh1&MjQAtsSf~OMl0$**Rh7$2$G}{tsxN3MqDj2VUL(G1t%iB75Yxk2OeryO;Q+9(7=HXiiy?e_r>eyk>5Ma z41U?G!-(p(P+a3*CV`hz+HfD=; zThTVMQkK@5;U_L?kn@=4?a$MblbxweE>_n|OG>IxFLv~;N_3IY)&JlPG;ls6Wv8=Q zbZ^zo)Y{?-Cmwr8$0#63$fx6aL)Cl8XN$t}ZDx7y?HwxRJVjuojQ1gOCz3HepkkBa zWV`DNVfQ*(Y4r|aWuwsLUV+8dj#=S0Zi04<`gkLszL(|K{C_A{fU#4{upm}DWx_B} zz@>Qw1VlqFsE##Q^$}Y2iSPE zXr3EXNPvTq$_b%B?!!@8NU1H8yv_|7Hp=*KFBR3X$~r~4&^b*&eQM+N?<6KBn%ZPd{Cs$cVH-o7JSgy_=4+*xD#AyCrJW3p&iFNe zehHpWlu3ZMgXr^c=euf?qxwLGBuYzB9V=1DFc2~z{Hpjj*}O?AMkC?mUK#I-KbEdG zo2qX*kM_{o+WK~zpkW8*f6Cn<_qA+o1I15L3pnHMgohvKtxh;))mEekuYd?>s?i#X zMCXF8fJPmHdtd^!FZJz0RXA|rHw_C1)>55AUB6q}M0E?S*;9JAYHgkZMu-%=tl6z?hB4)0Jj*h^|+ zE>+Z{L&Dce05saf${L17{`K%0(l9WvnGw#dB2sa^5R0@>+Tx&*hVf@lob2rEBuGO+ z;VBRrjMki!oNQ#;)vsJ57*{9h=05@@GZMZDe9Cj#Cciga*M{ZT=szD=#^2<3H`jc5 z)0OP)0v2DJYzHlxgTh}0=~K*tPPwz(XsLKMWZuaiM45YX_xVlkQ(>O+CPOlwn>TGz zsc6kzIUsghddi@V{{iRb(wrZ2pHaBw3cq|gcWN0+f}?hE4YbM)x(i&z!hgf%_YoUd z{w6NjcR_y1m)zt3n*;v0eOH_uzM3**1w+Ze$Owea9tO%YclUFOK8lyo_663QA`Sc7 zL`8)P(RPv1P%$;_p~bS;Z3p&*TXW#Zk%VxWgHIo`iEs-DC;_rnRwrEj7gl=rIB@=g zTa`4-rc;!uQSr7Vzpz0@e>Bfb^M0~jzbD>K^8jJBG1m9$1yLNr`Ac5#g*UC zFe~4iclc4xwUWo1gfC7ft>8EFsJlt4H?zA^j4{fUW?!@=Kn-pMpP}w^{~Ujb2VzY+ za_W3~-#?YJn%A&j`Sry^9p*T|6IL8BiMZDR#gp(?m|#02)mJ@k^wp==V)F6U1PLB^ zu=Do7Vlwu95@bbje3DQpO43mDc@}lZpn={y)2%mO2BB`#rcEJmUm|Y)`pj|_)jA3u zNF#lA*3&msvtloKKV{WlXXT-)yqAkh^c_T$C>RT1X3t1E zqaxxBTGT;7!K7TF09bG^u``jc*-79wh=+OBs5fFOtDGf(@6>T6WPJb!awCoM@|ca1 zlT&7hiN_H7GU3q?5fOx5s6()!iGy}401m6fToOXxD6Ff~La{7E(|>8QLg@Opo#Z{D z7RPY|Qg9Y~NJ8oK=>yP_!Di?oFJ5eAIGfeJqtcI>)r&HM;*4U3r>5r8N=2HSlz}^* zk{l55YkQEZE}_L0>4jgvegm#n$#Ss42}Xj$;jo^NlgvfT&|Yw24iJ;98cN``x3ss1 z5z*;~r1rnZFp5SU5;P7$JNpI;h}^7$hYu6m=~DdV+YM=G1twpg?&8+V&LlAzMt`;z z2&X+q`+r2vejFxX7-F;{(2Xf`LUO$R4ZuP-$UwT;Jk%lwc&e%?rkeKl_7RwUEJ6f9 zq$OD_-=gplB-UoMOO0E-BP2xhp*ds6yt^-3&!99o9 z<=rnFr=9*9Q;hf=5C;RN#{1*my*rvUH`QI6cJpfRlTVlAQK^X_JUKDZ0VIzJ>F>?2 z7aJ()$j!xdnk=eE+XT6&D4p@eaX3WpyazfS`VLXSQKCUTgRyS9(SgeGNkeP6NJ-zj zcW);QH|Fek6F(~}D}jk+$rij4650^hQwFiVmr7-4a!Buxa!P~xUO~k0sVU=PKOsNJ z%=pdofB@}RLS_G4kOxiM6DW!}vRDrwexJ;=&_q;FPB~m>ZfYKypYGrEpHd!uEwnjB z^jAUyiOP)$LqZNQ(g3d{1p^xFFxC@+BOgEt2FLRT>;;+VNnr&s#C(N883q4^B(9W{ zl#bGBk7B_Q#L10J25si~L1hT|QpDQU$*?BY0KqU=r8i(VPW^ny-}7X!B0`xECKmW2 zAchfG>u|Kf2~R;QpS#z;AU3t1c3ZkB0eG3JRF^_qEo6?5AeuVt;Sta(62hU!NAC$p2W)?hI4fuVvYB?rx6cG3I@xBIbwW7I%QcQ9g zI=5Lfin=X~Cv04+6`p?L^5SL^v`!N+T%48FB z2-EQ2LcwMumEK+e(^3F^9RY8+fhm#!2-TA!ErVP_qhawqc=)iKlCn7mkebr&S!H%}53A%O|)Y9uiE%~;K)UI54 zjSgRtX>Wxa7mjqItjf;jna09(1FDYSVf{aNwQ@pdMJ{ z^?v;PndlZsS0tFMV_~sfA!zpTFiAjeNS=rfp*XuTz zf!GA_X3}FT#W1EQt98@QgGd?-VJ_qhzpNC}oja5mS(bpGYke8Zy2Te2#Y-T2I z#^^BA)^0yaQeU)QD8tX;k&%;h7yqE^*eirNZ33Fgk_;c6NG0jnVRV(uTQ{>N+x%_q z!bpoi42=m}!)Ea3eD)dZf6adIWhQdSV`;J*f9*Z?G`3-MUya^!O-)T8y=MfwVdB?3 zHiu0_G-2&jBvC23lQ)-dv2dRnt1~y)dXGj6>%M#M9ydxa`U;X<0S$XJnd11@Wp-43 z>C&aG+czO-7OEgb@R|cM7({3p?Ws|w)xIMO85slR@ZR&xzG@PQL4hR68ph7kbfnkl z-I?`$1sM&N;_|z8?TSng=1x76L+5z+^ImrGYOt?z{L62-K8@ z8Ax)d?;J*r--dKYoXCGG6&ApCp@mJ}7$ShQ%7 zeHF*{?c6Z=+{e&33XaMmQI}s>C{va!UimMSx%-$Q?$9y&p%74CbgBK+42vIskXYgT z+;|RFa}eRFjC7{nauV5r^iB*s?YK!GBGKPm$fWCA^P9%;4Ls;hV|@)#2t%+M2im;v z9%?OYPjA4FJTOX1DTNu2yO~EbbfKNEQZ3gq&w7h)#Dj$n(GbB4&z7#P$dZ@hCeT{Q z8oZt2iD(dv1|A_HRpM;EI&p_sg`jwZ++*StSuN`SQ02taVmF68jEKRtYb|V-8#=Py zaS)4LXBta&6#U;9t=Qq`U;DXq7<))05xPb4V;LD4Pp+2|_DTRvrAbfft0pqOPZsf7 zcyg&TO@k?NYJh5I*whxJT5Ph?SdjwQc@_t6>Cl6rJmp>T_E-}3NDFPBHJ*6RDcQUP|DKY`84OwDxFet z>jRcA0%AbUlsKO_b5Z8Gv{*Z5O2w-aONh-cvUCm#?lGr{cqpbrS;JvSXA%vWNXN*= ziI1?3X|0G;2gCzHltnL7J$?F5vf5@*JyTp*S$(vZY&4mrS7bTbxo1NF9t!PBaAD}` zPQQ~%g!8$}JsbU{ozYugQjS#XD8Sx9QBl#R@#A#kitt^)lu%r&`*vsOqSV4co*X4n zZYYMtGA5JTQYTY~4)&(Xu%-1jX4Tn>s3~4YIR)i>LkQUMUop)0DD*AgeClizk_=^u zBngR?SkG*EzoHI8?f~tE_Mn?Oan)G9BVxnB< zr<;g7c)^D+2KH=|em#_W>;$-o=(s5J=^-pel*ml|7}wALh*aE)wPVpuvp7NY<=*zp z*gLq@CeU$NhIMpwXzha@57VI1NHWiKk)=|<4KAj|;x}g>lWDve&<3kM%6_xQ&1^%p&vbE#0Q24Kd z_)kHEs>F;WX>71$0!85G#Gra_?$}C9RRVqB`@^ogO%Mo?O0WcL8Fq0*NB~K%` zWuOuwY?B_^VxP@ zq+Embzzrnjng@*rt^*S?4LN@@_P}fO5R%Qth!Pk>08tdiisXRi`se555!7^zWxmgu z8|5bfJ)Fu0IpR|k_3BN@DX~d&exu;VW-Hbw1Lup38u?8oY3Xf_hVl1^v zzoHrFISt;$YzsqMBd#!T=67N*G~ZdbWrEcOjgu(o2!+%_VZ`eC0*?~@}@ zFlS`RgvxSA7B+8;#sVhBAg(W`z=uB$n<=tjtwSrULUC6`@hE;Nu8y)=ER=S5&7P)F zKkWRNn{Jx#0xYhAWM|!14{-`p0m=#-DnA)aV>S1&Zpk3wKOx%$^<75;Cn;5V!5I&`1h9{3{j=)7;kO z%|l;SbE9nsnW;Y;K!?oI!{6&<$Ca8v?HFCw~vxXfaZlqPIz!JJ2<6_AyXlfH&wDj@+8w zks@eu^X9J11-YbIcu(#h%6oP!{6KM9y^B&G!WP3IV3Lw1gxyrl`#ydC%q=eNpDap# zM_&K;Yu%Lp>)%=Nb}hc#j}hK3X!rgbZLx+2y5U_F*?o6^gVTI3C%s zY_AIF&L&8KY09@?CJ5s62w$!5#!&#{~QQT z5VGUqD9weinu(-~l$mW$buggJ1v=^Kgbx7sm#^l}e1)Y%__sq>MA%5By52!Pz7qX9 zfHQL3-db?TsW6XZvYCU(W3!#KMY%DCvyaFLDU7U$5BLgM<_%f4;0Q!!*-J%}VK&$` z#dLIBN7EE5O-C7L!ezzgB}++|X!HX=T$W6M`hf`R&^`q)Tv4x%21TT2DjC;8Ryu zU%O4HzXIo40HU1?p-TAh8X6nQdNt zXul=G!e0D(jlm7Iwtxh60wS<;NymU}L(})=f}Ix*NtjT4IJ`()I>_YA&oTP4#&tnq zH%+AdeXO}P9J{P{!)~Et6`gWKY{7Kap6uR`Ep=}5HNq6*z{{(hSL>raCmR-TXC&bE zVRu6^*?A^z0E<7uE?&FVdSSqfK4uh#Xg9EMEa}h2wjX=uAE+ zzpr1d_iJq=yJlT%uMaKffQyRL2Gu`v7JIBe_KZ-OsqiK!6I=(I;yVo6K7abuNs2Z~ za0K%5Z*y(b!WB-?;duEjE?qcJN}A?x8ggXr{>!WpV~oLsxj-h_Q3w<@ zwWK0qCl$$YV&57)*7<5PVaJg080iE^z$m?9B94$L*kvgCGCZ^5s%$iC655A627as< zIEt)QL2xgG5u#fVD+RXam^}MJiiL9gMEo-EjVpmuJUApt267ho6D;ik(j0M^4hOMK zNw|*;2uvRm%|Zy0%3MtLE0CP7^xVW7RDB_%k{!OG5fHBG>H$)_uww?h2Nj_J5$}$% z9jUb_$G-G)^pP?d{u{XRg(N>3DXMuEfL;c6rh=GGvIZ=ekk}c0C@ksn`^5wkkbNK^ zuqrrlB0-VO7_>+FTalkN3&dxfJoyI!y{I?f7&=ODVMv!i9<(kED2MD0gZ__|@~%M` z+rJ>|(-x^gM1gcBv7p<7E@Dp_VAUwL;I&SR?pc^IxiP2RTCX8!ebk^}6XK(LOOIgb z+S*;ygt*uR*uzA74r;GQz!6&$HidiRzC>Z`;nMAYN8T(L@yq@Zy81ucr2h-KuYZlI z{j;N1JAbvmG4EY;SJrJ;_uHa8za3cefPTc_+cN5{nhSA%wkvzDyiL8nm6lI4;jyl^~t1z;2enU=Hw%Ea{s;bHm8wff9 zbqL}{`)*@`HQ0)&WBA;Pcja=w*eEY?#7Enb3O3^n>m(Fz!?_(dPjfhQ1j{~&iipU6 zc8$(byEwDrhtq?g3n1FRCkH1<-lHTMNvV^QoWGR8)Z7hKzpTsh4m+U)j-L-H7Q zzg&28RzLx#bomQiYSUMk?d6c_9_bR=OGN0_{T)yIVW;%5+WR!GtULrwO+3i?xFsucIz68n6l)lrX)up&m zqK<<&yu_w;+}}uDM|5mDm%P+u%f2sA1Rb-+kkq(_MsJVYfUtcJ62wCJb-_$VyD3Ddt?;p)~Q z5ie-n@lEy#(3{(1`?f|Sfp!n8uH>xrp5kSZ_r}SokVzLA897=@wq1@-jBz+3Cf>%H zGjYac)IId5O)h)OUeg>F8M^Y0;!HrKpYHZYX!YJnldn=J5CN|J+b30bGw#@#AL4G3MmlmzV5LVZ*QPt5>RaHfsE<P$8U z_IK7hbjR4x5VOgL*%N^My2qf$MwkHiO$%Q8`gG0K!#j~I`gOKjtnI~BBIRDhpJQWE zQiQRROUxL(-biJbGXg|#O}U}fOQMbgQu{-HG(fU8B09PVy1!R(tPkiDJ#T1<^ zP|v304p&A6gU3wv7)kqcbs~U9?!5M`A9s=YkR1a}m>EmWDMrBYh2CtJItqY2XW(X> zU-KI|H`T-NL-MigJiFs^q_E;;k(;rC+#iO=8`wBw(^%DNn3BfN@!^8lWmEz&Hwn4? zk={BHypxLU;ayWi-LuC|UKn$9bJyv*(Kcu)`G{0?FOKF)Z~kL-8Qe>4`&O@XSW?Qm zx`8lFj=-_4Ik6zD9(P_G{l^V(n|&8wJOzd|eJ78R$r4Yj!nMi9W>0l#V~ZObyZGf? zw~C4iQ(H;MKikA@O);4mHCJ&Zl$8CB|Et^1e^0AffK2}_-O{A~+ft`*#A+gy51g26 z)gm4$0!%lc2%hpGL9T(|ow>EE_%jDiVk2z^H1R#Iv)y{i`05`d5)}MKvJwQGCI*~- zZVbBq>H;Z~QWL*vXf-3qoe%5UziFmTzNJS;4wC!p)Vv}-WvN+*4K{zYscpl zd$`X0s)v)K2`T=w2WOMp=7sYe&^(#8mUKRB>aLt6`=t!~v&Ku%+2~x*j0-laYkya0 zC8yzZAZ>{W8%b}Vpivter@LI|+FdQH_1!BavkUncEu8Zc=T3Q%kmkZIT-Ly_D@B?s z2>bdZNg*aTe2<4jV&CA>)muWKMXc4>g%{^858C@@-DPxYv99npT_+=f>~k7J`|Rp( zp39O<#49M(mW!il76b2>x1%C|g`MMx)!i1QH*1V)LFYmZDQ=gZpWIUf!U8~L)MUkQ+O^AK26wWZp5yuk`jFfl;; z@Rw{OO_rPq$ZvP7zzH}~x9177ElrLTK+w(+p_c{nr`@U3GRJ0%_UWC)L0@gJEwk7Qkkq!Yo zlgGgs$k`8AH58M9v@A>=VX^VSFPuSaW@*8VB8IXAaZ2gzL zr-4vFDG;3iHlXcr>`9=~q34HXW=ary6ng|UnB)7UC#f!j5A{L_!e+No!MG;nXE==a zy~NFRNh%??=(3~L@+#r2f`%8-xIA-ad(B4|zqWZIG4xepAa{wsWYa$bNn3i?)8Lh1 z`{!ApIc26Uyb3V;;@Buu6{N$|$j*X)>2R!zs)W-pRjhzYuleZM)-?Zu3YuTYpOaZL zjC`axsoTJq3kZ~piYG|r%RcFCV2nHT;!5+$_|#jK(rnr1yE2DMWT3p46RQ(_9ENPE zS}CDv@o&kz3=Q3faA$qTFTfxwIdXHQb2k&(t(V^E$@9`}4U`-_yU z5Kp;+rL5XdA!_YK+^+U|6ZQ^BV&+6Jg#nk>Aauv5KwZu~S1LFzwB$48K;?bZ%d#RJ>zWioHj1q3ka+<5v%ENu!C8 zxXlphi?~W#0ZbOHTZU}oP$0ReC>8Mye{+nj{%PjRAx#$e;!qWmZ+Dw4AE7O^5~qi*Pbj-zXSI-u<&>ej)ivnm#1h5)tJ zV6S-UEjcn*cw1SbdoQC(Vl$&Y_UiZnAdGS})f-r&J&}_TFsn~fQByOF%Ni@d+k8mp zf*&8-1QAQnpx}8?khC;$28L|iNG3SIx{QjFF9(+EgL3~C*WdoqPB-h91a|OEHuSsr zaQTXu>q08@=A7*~M{UgZ><)kPgOaggWu#}&Bc^S;jOs0dL5!^e22mUk-?I(`` zyv&0e^B#KTu=wyAhdF^@R|wIK^ZQBK^+M9p6Nf_ zQ23i?2v9s(ErQrab1^{l2w`_%spMj;u|jp5;D)thO2=TtOVDbO62AuT%Vtp(cHH}6 z|4Ta}2cl=OakagsD8r_`qXxr#(5-4gCUOFJ!R;#}5maVncNK#TSQn zA$U`LJqZ2I!R}fNmbyPd+UeLzB4YmtTSkrWS^b)Yc%oOAln&v0uY$=ngOhsA&y>y= zz4g(p{q`2Wr#M}&`RL5%H1ms7&)j}NzOC~?(|79DYAQerz*qS{UPv%b_WW#rJ4Wnl zyVQ948aClWWX)q&7_-|Bny~P38*)re7FV+$c|WJl6FpFF>?#g1Lw)LgugZ%#U?!8JqBOw{^Uj+;>np_rjMk=^*frB2|Hk z*ZfGZ_jHaW5>JN}XeS~cuC z-#=fBk`hQRkRZHMKBSos1RJf3<{i1q@3adFmFd4+wZMO*yG6%Xd|0`kOiTY!)k~LZ zzqOLjcX~Cs=|c>`d|}wj=3ki_5^`<1I^pdDKlXtiz`rO(?{4~LfL~FZxHL|#z`y@S z^fSbnsF0bkcj09r2+!l2{|zL=|BboZ|2IJIyO@cIiJ<<6KgnDpPyGYSABF|3n&UAX{`MM^Qk zpQMInWy5zW#zH4`hzKi~x@<4UqmxPsP@Anfg5BE^3;Bp2VTrACMu1FptxjZ}H4^O! z&%gVA(O;OCRomi(%T#$#8(jPnXoLO;lkS0;Uei(y;$#GrklvTkZCN7LehrUJNk?)* z378XMZ)W$jXV456Owdw1_v@+abgFAzM*wz`6ao4NfB*^+b%t2-XuPe%LGw;$Jvd(a z`T6x)Hj=66zdM)vDLx_$xk-YZb+k|m1+RR(U*spmgTvIfR3k3ihOBywiOK&{MYQRK zn2DisE_DFBeAd;~^=P|Lr0(>=umC!qr6z{mV72sevQ(rJUV@z-Hb(QceNaY^BE19D(KJks? zl;B9xDYi%n3grOTBDLG(!J6Qi-N|vtv-J(KAF)-oie<|Yvcf|oJBdh>l>))rutUMT z$ju`*ILLYbtEt9@ra~lOrf1AL`nRWXqx?QG>T}*_H76RTTjyWcX!^?dRt`kJ5a7x? zg+oLNqkF`2^|4TMn)r`bXVxF>3tbj@fBcT* ze^oV%i8LbWEcQ92rjb77)_cZHb>|m$J8krA|ESoE$k>?3NN#A+op`-lpJ#H) zuO8T?s;Qa&-g!*wLT#AyTug6{!TZHQr(a~w?%KuZNt7Y;>i8m*3L;n%sooOFLL=-) z>;z0P!$pqtH|4|v|KvOTKnHnj3AkklXWduy<`qPHeDO#a^3F~K6|%As#3P(uOGKR> z04J3A5(7W-{xii;QGU_D1_c-!oEIlfc&qW!I+Pmi_?>&+W>$>6b)e19F&2m(eC6N!?}ZPP%| z8=opW%u!taTK3^RzINwIzTPr%spg-0F&ZhmW#%(R_PDBJVzI&DdiDO@_43`~sZHs@ zg|Bw185*4OL03Fc^O2oQy#Mu1+5g+N_nu{_txIJ1VymELmMw%r0ueZ`KW59IOdR%| z@`>=BVn$HuuF(_c=0=8sEESk{$}*|LT>1Z~D~YG^hKXG4kFz~GlGOj3ilE*L-#c;A zqB#>k`4i9iOKwji;B2Bf5zi<7|Mf_b7Wc1WPRz|ythw$?JpIrQ%;l){wzZ*&i2~Hb z0k69U?caplj=FIRcw^kWcYDU8aaG1U znf?*84uMrhpAt7~PBGtVVmdF}zTD+cDG%90HMMUEDAi%?h2de-fzxoGO z{bw!Q%@@%tN+gDhtdYwk34Vw<0*FW<`GWoR@aP1{b~b2b0v64=MQ}RrIOFM4KTtfR z$)-|lW5^zU+24Y|O(fF@+zZc0`@Ss4ETc1&CiS-)`W>z9RW|WMQ|m2dvO#Y`flE<4 zzY@SgMB5t3RU*e?!IIB$*k2=UijV=|{z7;*0x%LJ;A~E|?3dPLj>AG)kdqN$ZKuod z<7taB%808m7$#Ik3Ta8xT)C?W5OVfuxW4C zfMSZA6AvDd(8v+C5+4+Q<~NO{0*+%nFmRcxz3Cx%U>4Z^RBA*5Hmd8!W#MN{JjxI| z)6%)}_2!0r;H4QshlpXufpm9PMlqL-7aarZ#N+U~36LOU9#l5zQ~QF5nvCNo;%N;a z+A+-R*j_Jn-I}%pJh~*3IcJ8DY_#1YNMgh{Pw#mBZ~?&KCQ*U9Snv?jwS8VhIf>sx ztTxhPz+q#Vjp%Y2UqlQmZ9gCD{6`ibQWfH8!}#M-=kX)9I6)9Y*Knp0tn0}lBPq{* z=YGd-S`VRR@p}j^K`J{UGV)TKGek8T5A*J7n#;4sQbZd;dB z{Ir9}*&;_%U9;_}bMExP9}w9V!~Jz83g3eMQ_Be}f{O~}NBCF@9;0B7O(9BPm5tRT z7zMGDS_U(Z*asexC>}1j-zCU*rRQIb9{z_UG|;$zVQ3%Y23gkM{9=IBLsYJ=+W$%W zp%arEB9N?&jZIbpo`+I`rF)5)f<0dKPQ%4wSRv(DbzJ#aN&$CRjvWxGw>Z`4H2hNQ z5K>}OnF#nIa;cCtIB$$c=%=^&nUnz>^kj6$*7diL3M%~J_YaFZkw{0_?>Qj)Ta-;A zei2LRkVgDYfHj+0;wn1ko7QmwSg-K)tibYZ(#2?0ahoFFsPW9nY zoc~vQUmlJ1{Ia4x3W=}GNC`xH!qeKIdp-_ehg;IvL zA{kOrJ;n$jd9RQ4+rM|cYn^lcIO|obYk zLvWK=+31D+Fh3B{^+=hW{aDnu~+6%3glY^5V-KWflb z@piK4u;Qkh{F*AE(WudsG2E2gi16Pj~FRrlpP+ z@Fv1M!ZLnpy*4!fXiHGj)Wjj8)A=7hCSkA0^$joBd{0k2uW=&Z1?W9oaf1R)fT)CU zTY=u_7;A-9*cPBDr1CSFY!L8qK@q7w5X1c%AVfvA!_s^wfg^eX{@xYnjW75ou5nO; z=Hpg((*1VW8bxDr>LM5g|6!$3-gkV_>MI#5h%bs5~fUe3JGGa(azEMY!I_Dh^a|Y#E zdeFJ^M88#ku!ytgFiCNf2jA4xRJ2odH}=`ixD9D<9e=DD-gM8pdSl*3%g^xF@&qmM zy6y8G3Y_UZ>kg|b*Ka;*)UxNfs9G=LScDC_H_6q0$$9H{opz_ zyDL~VfMw601>EDl8IkPxscD`JUg^V6-xFGvFz+{-9ho@)Nfkcdvzh4xXX-6nd33J7 zVkTmAVayq6(`UTj_aCXN!MpbO*0a9@1E#vZg5(M_MNo&44=0*Fpx{BA$XF39bO?5K z9};y?M->H&&<&a-|De6`%yx#s&1H-x5Jj9s(8^UULzg_(+AJAmyab@|7Q&;02P!D& z2Rl9mpw10$4b!wakW;D1K(<0eG3(a(H%k4mQBQ~W$@{Uqk>2;A|5gcL8PVH%O#b}8 zXrx!>mUiZy7Ut%c!9NfMB{8X=oS}|`J-=O1QPJ0hhTkt}=DFu-gFdjM)pJ9F01An7 zd9n+Tg%*7#p-W(k#eAyg-0b>^eu+?~$Po^72E9~lM9LwB=BRykHsmTYyO!P?^#0W| zvUfrp9{qO83UYZGZuMSp~Tf5uCYlY_9iAjoF_ z@0o}HIx5LxE0&WJ@zGzlJDzOa|USCZk7lL(y_axGU3 zLD3vD!9!6(c>g8db>sNAwpT;}gdj=$aAWaT@MLC!pC7IUlr~JI6LBIdLu3b=pip=) zUs$=B)CRa2H6Lkwh`xLKc0=IFI-medPbw|vufXLBpLe9AsZhS?5b)zb2LuG-k9{{U zZ}`OgrilSx?5!av5u3@;IJnqp$BQ1xbX>bawn7v7u;!BJWMOU8bnI$@5q&N}l*t?0 zryJIN9#kSe+h?-iF6fhdt73782g*mw-cP~i0D@&YI#p8%?I?x^*te$^UIHddglkPI(43_XO9cW`!JCn&lMoq9|vPI=Ed;{lDd8Ld4u_R>)DGLd~rw&(;Eyq4St#GD1 zD;=AiBiJOGmanDxRF~T?+zyZHf1K=$y+cHeP>T?iE}jt?f&|f)ffGm%L-%eg?COZZ zkZ8_`f(aVvBWs!2Uo4#{x{Q+J6$r{DtHMR3_qZK)-G|~+a{QO`{jrswYw*T!l=k~Q z<=XB-R9D9ug|3o_9r%gtGF%>Vebkn5y7Z<$i(|E2>h+>BOe9-``Mp%;dhtn_M)+I#?*aJ&aN&kX;v>Cds*0a_2 zbo>p-2<|)9o~+QLf+&Y|4&*|ALG(6m@;0Ki_=fJ4UL-f`wL*MnP;!m{t)FX83co~3 zD8iQ}k04<(NhX?6$Y-BJzIDyBpj-+LUOx5_i__Tq?Ls}uGT6(pgzkXWz?I0jVC(6I z&fmbL6e8jRR`DDP@DwOwJy6jR$eu9p)G25{UEnFAKHahZ0dfsez=fg@#vcne2$rcC z?~v?ZLLL#S3$?i)7~7kuP`^P5y&KnG2^0{7HCgyANEtp}$eTJm_OhoV;U(lKLnta= zpzHfORKpV2=R599o;C{;M^U>Qh(q=CJ)c`(2S~<8lq1kJy8>1z|9D20Hq?c<`!{%X zqWj0B3@@U}l2rei8BJ8LD4j^Q$v4v2FZ{@L90%o)#i-U|j@4o8Vv&fR0gvcWD3o z5WQZ-W8i|_# z1()Rj>A1TCeY`FX!eFp97}^CQDI!OV#L|};nyR=)9b42sC6Y%sNrryD#Jyb{`Ec&T z8Y9>h{Eclyu7$u-I`+e+4lcj(toGwZLr^>Up+)oy@}CwoKKr-nGcEUUU@<2VyS4sd zNC;3!DvoemCj_s11=ZyRG!jUK9yi&Gw@0oQqM|gR6>t$%B}7AZovW*A5CPv-Mh`gX zrV}D36dyGOamF2J$jr2-4-g$TQmni&l{$3TU939M=mvC#v}mAjN|zu#%b+J1uUBN9 z3Df}BqTR_Ax9UllAnQN?Qph?R37AI&?Qjzd>%GFPS05Ujvq-)HIiJJ7&n}TSjDQCX zlNeCB!@WBa2~dP<7NCq zRYR+YewFcCs3HTK!yppAN~XLJ9ei(}s>y5gl9Ss8LZ5T5dTvBjEf~2W9z6VNG_*AD zuq2Ce@b0Ym10(`ODM>(NHW3{y=w6ygaKYvwPep|7Gfj+tjyfQ+i^}xJs#D_e#gz87rim5jT$Q|>(pPqtayq+tJ?A?lcUp08XW*;5 zPb)O}wruo}q#ccSI=w+a!rk!ZAMu&5CB;8~Z~0x@L(hDByJDE`lA4b2tX2$>(riZ(wN&_{75)%`PU~LRr-X{$WjBpT8P*8|WO5)(>=T|`gBzmO=u%V>UARmvr z?GT!Z(U!TA;^OKmrmD&d;lML!yBxi|*eEGFCo~WzV{xpqGczd^&NXXJc6VE=yXAc0 z5)@3N(L7S0IQ`NyTfuGB;jQg4TT{l8RYn^gMnc2p)$@oeP1UCXflxH&3H0Nuw{PG6 z3uph-*|Y4CS6H0f+@#R`lSmFp2$H>G*nX1Ih|B|3z4+H({8k4KKG(Bg4~RZ_l9QkR z3?RrA6qv1l`1C0nWowzuO!j60nN6DvktG#Q8F969tX6`jh-+)S2)~PkrKK~zm*456 z?p9;wD8PI5Jw3LJr#*D@q4XA+n4OKw&Xz#q)+unh*~P_N4iSr`T7?)3VOtY!$C&B8 z;Ea8Dqom}ATbgd?o4ebT75O zdHc4wy83$b#;0uc=112i`j1(0g)!opjYC4zP^(LDx1T$AuBfCW20g}Mf8IVPfMqr? zGFk~aH3Q`*WFTi?ae}0H1$lp%#n2AhXEjaD?4qJQ7IvKN^4oT~4F^;NnTQ1Lze1X! z7;#>V4;>PNVRKtYM+_=}+U{x@Eym!E>FDvZok&!?v+0^1Z76Qcv@x*B^5 z_Jed3bcaB5%aQrUgRbO&>+m!c8_>|mNK9Uy1O9T9NDSdYvYvhOCWD^muL< z_#vqfWz_q&zH%v-?kh;6qT{niQ)TvDw1JOE*P~++P+lmYHI;k~loEWJL7U*Va1J)J z0vL!%u@;cgMJ`oTRCL~Ki?g%yUVHn^3m+a;RAk+_q0g8=leEfvQwMi29Tqf=>+9)J zkR9!@v+Eu6VP<7DK#l6fZ)T|5E5FtS(;b8OUH(c<4P;ibEU-OYS7#80f{bF_KnFJn z^4hSxdJA{b!I|jq+qVWjr^T?ugeCh*IBmgQK_9-BVGi!@GGl#@6M$rg+GcL3E$AF} zz04=Dm3vW(R$$MO#09-UEp-22$fAM@Z4MqBz`8sN__iiMLkMYo6n0KZT3U8~J{!hY zG(vq1PRED5XQXO;+Eitn$-xv(Ztm#h%=}$2@ zT84&(j>x63UU4^Wh{24~7v~!<-#=8bU4G{-HvxYBvPu}>hOQxImHF--l~o}KB02f_ zF&25x;9IKzvq?1#4JSCiSe1FL#|dMjz)RQI-+zmNfdLNE#`h~@Vq#6I2!VPF&!OY7@Dk%e0vwqvIz$PZ@#{(iw{l7UwbQ6v3!m$E-}P_oy7?t6{SR~ zrXxyMS((Rx8O~qy?&ake^`gg^=}~mV&FvKOsTZyAk&G%Vlm`tM2Qa>LK@&3o$^M3f z=9fqR+P%Tw_ea0P4;JBZp-s}2h;?t@BK_~IfgsR5BqZcX zYb%GUPv0fyRc%VEzfDu;7|ey@pdx3dJi@$)JDNPWL$Y=DXdL^mLi&sI`6*REa3#KfdtZMc0qedNxKxyKCf_3)UI zc^Fdq664Dv5$giKnq`;iVz*P;CVfYtum6d9?-a^$Ml_Fep&y(gA|et7U5npK(X8u* z*s;iNt*XP+jn4_52E_D2Cl##GGsM;+*q2bwHz&O5HK3=bKji62rX7>@0D3_6Y7{x=)6_(~A&T5F);1-bKhB)Qo^5t* zHDJb-TU%GR0*tRvH#evD=ADjvA0Du=Nr2x4H&X6X#@V%qVmI2|&u3(ug%ktl)d^yL zifHrFn|rt3NR3)pSdb4yzo2XBDXIiB3kw}3)oWkUz?Uyf7+|^H7K1!%u_{P#V>k_} z3-8}w0|z)h6%QVWzcOW5VIXs(bNIcv6-92bSX@HFHFAfc?yFW7B?N(R-}49e?rk6Q z7g?)YE4Lv|pbEeZyXz*^~n1pH}cb~Q~Eu1d~`Ab*;e)Ix0hdHl-NtK?e74L_+eU2Cy-FIVK- zM^9>N>2Sw3H8<0@%@^&!MG8mf7Ih39<`fV}z&hf^Zfg$H#6R!bmj~zoY9)nP9qCZ=4ZzQtM;BAwzJ0c zkL@}9{r%O{)dv8S09rd)TB?H65Q$9B8HHSYLPGR~3tW9CX6>x3tZ<#`_c@M?j&kww zbq$;vpwTu;zcc*t36WY%OG^;Yd(73Vyg_31AEym`|R zDcSwIJJ^*_HpnJ*Zfy!fUZ}~C>QR^%7yS~ltpmdKxFqn!a&rEZYK-MnK=ASM+JqSi z-vN%ZfVpdGX=wn5(1vlxzfjjdLy5|{ZXF}!oKQ{(;1Ar_I3Sb&=6lYn+9s=iBOV1F z)Q8aX9iNoch}wb!24|36tOR3G2V6!03_Jq^gQ&DL6U-8i75&oZ;K8zEjC^6)qVI!61-c+%I0Ej>Mgxazwq0%f7zFM>M< z0~6CH6bvca$G5_0HWA62Fw)3BO-<_oL%4Xgx3xvSc(LPMGK0Ha?+vM&9ej1KU$4O& z7ByU*7~4yMyqsAqv)%o}=&0Or3xvQ!XhB!={XjvT8H36|TuqISY5#aG2u}8gCWiV4 zIE0^~Y%PWrN7wuJ*}1taI7uPs*mikIDY5ViM@61AswqjkBuaBbx3D2RG?-Vd8lHH7 z5nW<2oU`Noyl@{9hvn{XF9c{O;6Vn3oz0!7fMT*_KBDz!QUwt^ z88EkZb;-nVif`V$8<%}NEVSk{0mK(fOighkt*C>q6pTm{kQ$X~J}kSwpzzpUUiWHz zcskPN)97$vHri_lJ9jlqNJY@&LHER3AVu6T49?2W-w9hnR=DRVLiI6MiBzAPk&#gx z0~e}sXr+0KxDduhCJsWZ$t@)%l~qu%o4K882aiyFnKR;*p8jpa3={f0tRz5Y3hNP3#F4d?{En;XjbxbMf*@3knJ0 zqdSkI0OJGjhFR5|1|{d#Qy<%-QD7&wO0)AdOcupcquUiVH24Q*LV2wr$&v4ZoEWGi;vj zYikoNvA%~gq~cM;QZ;8*U^;?g`5qo42x|11+cjFyRV7^q2O50)=dCSGO`IUsxK^)T zZIIp0jIewmJ-tV4^W0`!pt@gA7}hXu7Q1=05t|h@vwo=#HZ*=845I`>!;F{*=#Pn# zi8=?P<=r0+HuUyBwqwz4t1!HSJDcRlc=>cCo0)urgBt-5$fe1!ijm_hs1wGAd>?M! z2D^8!#w5Jhpf9&|&W?IXD;w<^mZfe1E*U{ViENmdF0Kdr~LLgLp z7#>bQivWAvYN0wrdrHZVhAj#TdRA6^kynP_Va~+X9p=IG`wJsrDygij+;o>^ni>=w z3{{i%;O3LJZ{H??41dvOt~yJmZFsuq!Gn6_3cj$sJ#gTFsIIOEGzI#;z6u16E_kuc zd&iPOAd4i|qA~*Z*Ee~*n>KB7xlB*#>go~|7heI5>q*WP$Of^iM~YHUc6%CopUOu( ztPJ*n>?pgc%C@?-qk{+bfH}FjwMYtGZavD9!3gSY$fa%f4UUeU1;p$OUNZ#9?H((u zcx2`1G>Y+Nj2GT=)>y(h0gcD{g`L}&=^ooB!8HpBBUB-bATClggEwnwX#oq{_ccHx zT{i;L35ESykQShdtqnkwQ;X;L%pZg)9pqFQUgl3EttMTMkE^08 zWX@DkL?#xCuY_x#?ukU2EMS)(&GU--Ltw;yCm`5l(e~;~Q4su{;LlN1R>s(-WRdeJ z9w8G0evx*3E-zcOytVa~be6-F;$lT)y}q9s*zqz#Gg4DhNEVBROXDL){(w|v73KcB z3M#upRR|aVSw<+Nx7*nX@fbxR5b_v(JO81qwA5(ZwrE@9oO1#I18c$Mefa!&Wv1&9 zM?XI$7$Y5Wb8BFcYUiFoSx0gImhI{2C@Nw|C-?mcEMHxwrh)Q^ZP~&N(1+}Aq_%_f ze@s{FgiJUJY6jr~@OlE4@f1KczzVhX_4L!z)1zCX=^`T|DT3Nm9+cNi6mXUFdd-s! z@H~3wYQ?bQGVC!#mp{T){|xDa7fnnEpkql5bw*~I6kwa z82iFTM0Q6X9}cW@7{Gc=)YRLyjUE6M36OwiK7nPvf1wg!MhvGPugf(5b!;G*t%)xT z5qJeGRxg2{}K4jSvX*yJ3FTmX>j^U+*h_6^3L6MWq7##8XmJpSv7*?|2L( z3-FLeL^*77Sy^@PK>g28-R1B+dUWiETkXxY?HAj(HVFa~j1!%LK+Bug1vAN<(EZ`= z;Za8b(B085fjJxkzUJ=b6;oNMiIBl1EPM`i;q#bx_4-5g-4;PwiM3MgWNrro7PJfm5_wzfMmzU?2J~leaj`9cx^b^osJ_Sb#(#9Kq zf5VoF0`fKhpf#tU;1sg#$eA~tFvTXx4=XF{hoK=UOK-{(>@-d7xH68)ZYMT?LCGgx{h!Hf*@849ub-6?~HS5}lJ+gx2YfD(+t^1V>pW^Q5e z_Q?4;nIu-F(>b0M)ai{dK1c%4>xe#lzfJ%LPH<5dS5V+YMq-2#AKWV`X28gZ0zD)p z8*UYf*8LaB@z;*xXrdir4QB1dz^+If6+4m~s|RlENrK}j> z(TE1|>e($F{pNWMa|-F=)C1B3er-okLB`l~Ox1Ttnjmt#Qe`qJ=9((WT z=qLd-R8=2tx7e2B`shqnNm|(b{Oe!8IUYH}fMq#z zIU`SmrhhFiVoCrTzmSm7z}K%bOG_v8rMN8(&3KXZcD;KyfFjfiY|c&t&r)mDzP1)t z9?JaapQHnh9Fly;)G#TvTi0?g58~MeH2!YKT?z2B2>a^kvuAYf@H`?(qUJZqj5?{t-@aDuWW^S#q8uA;g8-RU^Q&}kIy(_)1u;TUXRN;_3D`l9 zu5?!aYQ|KCJm|)fz zc*f9dt?}EAd%16TGDd%6Vo6L)3`4#{jW90T&_N|J@p*4|0T*lo9u!d{=c`s&pL|K+ zO<4FnLGQ(Smo;2md(o3$h3Ir4BZHlSlW%ZXE@%I~eG1?gV&dYO@A{P8m7>LOIYyfi z?xWg2K8TsDj<7yJ)Tl$z066)Vq}j#za91{^)A8|NuXdDK3b(!HE`0D}6wiVxTU0`V z9?_Q4C2%okOHb^16rXzL=4+AO4gm2*N29J^InX-AztYkMzI~hfX_g!xAAgM>nH@pZ z+1S~OA!L?5pit$CLj7O&-p4 diff --git a/images/julia_logscale.png b/images/julia_logscale.png index 0e3ecaa51aa7a92408790a62ff9b4b04bdfbc112..4d0d5eb1451617703ef7f33ee5b6b23192774738 100644 GIT binary patch literal 39747 zcmeFa2UwNavMss{XbYxp1x!e*fCL2th@yZAae+vV5>=24k|moJFd>M50+MqOkR-tX z2na|R6uUR!})TrXF%vteO^qc4@ z6v`^<>63C4%F;v%WwFX{%kUkG4%SWhzonMPsS3a0<@nphJNWMv=BHIHDU>xj6 zq7eoZ%AXYK$zuw3&w87$sC(E&nNwc)!?;$I}jo0WHE*|htHUILq(Jzbh?Yno1QF81Wuk9)tUYRxv`IhR5 ziHrM8Ob!UVyS3`^XJaLM`>EaKI!P)cA9g&5yij=GHgO+?VxI6Pd1SWFi!NqB3<*2sEQaBp)&?o2zMZ4ftEjW!+ZA>HWN^XG~Qn!>^pZP#rbP5JovYGRb7H8nMD z9s3=-y1J&OdJ<}~YzG!AYrXisY7_ry(fOI=111gMf8bo@X`CeX*zb33EYE(VLR|L% z^Nh6T*IpyV`ug|pPp)DWQNOoIz%wl^?Z}ZM)#;ZnNIg3!n~{-`AMNty8r@5kUG^Qm zm)xwIt}a==o{5P=R8$l{EGjRTK5=_>&714X8Me60OkC~}Ik$D|R>Rs@U#8t^3cXIR zhK7dtEj!N8En61tI5}kBc6GTzvYymvfAcw`+SsJcxwZqEVkb{V;_-3IhkI;w{CUj! z$ERbgjz6!KrZe&=>Hlnd6Rn&Oa70+Ry{jt<7uBzgRn6BlNWC(wH`-Gty+(NCVN+An z_kn=~W=*?eg%4Qy%pK=a0|m`AlggIheodN=l`E}Qu3@m$C{daSQ80{aqq zsXU;#s7O{$&XeQJ(;(}fT7%K^H98vs?A$$$OgxYd^g>(ca%5-|9RqwOPAytmhQx8`e=7cXAa=A@?|6dwM#f78B;cWee)Ojd;zcx((A8L_&z zRang|d-RF5i8ORlEf7rL5gMafo| z`D||Gc;mivSvGM2c3)SJebI8B3~Nr>eeM<6=E}-Sg^*MCHU})HP`p;tY(paT+FPD3 zwLjUY^V6;KZv5p*7Ye<6d?KP1W0)qJ{12E^<~U8S-?GJcohG#s+fW^^ak#HBO`1xj zdd4>oF>l_?!^+BfkL7T!-pq~%M}iX*6SoH*7EQFUwB#|*SDGAZkDJdn|8o4fsEa0F z&P1?=9XnMqS|MpNBgn{bpD+LU_rFoavcfGp%W7C%W?pREuUCIV*>n9Le*^~zI~cYX zduN(|xz?OCIq>GoyW3{=Tk(X15*H)Nco{PDs(

      xPK&YenxzHd_dX8=2fYPRPOB9 zxknv`oTgIP8rwScUYRs<;P&Jno_#I^8==CQWU#BLX00Oa-@kKma-Lpu|a zt679X-I@6sMwr|EICk!o^sJ3L7g6dj*f<&}WG$f_uUN*pqJmJ9oQ>D8}Vk9I2> ziNfoOt|c-1c5&;`S(v1ae^lpko-}R|5l!qR{hBp(I|CihSJ}=?3~m=KmG!% zH4>fy_T5}rIRm-#IVzTulaoa?HH!Ga-9vjP({k83IGE}KTLVPn;ev=~cAo0mse9>C zdw+(Bez1g}#9*Dd&&`Q?3cmBc!Go${Q(t`Odf3gT! zoemLyz+0;xA0JOoPhW{J@Zod3yu23H*4}KZScDW1MEwri z#vd@Q*S7sQ`a(me&I(85fV9+WU&Losyw$$lTiL2DZ&B9V>({Rr8$Am3@>)MRJso2| z+ASu+iu*~s%&^VvVt-S{)Q^w{DVCjQXNLplQ~E;|QS$nToe&3Jd(MnYKtOTT<^$Dp zv(uw}X|3H+5dkk5oZUhYi=yQt?zcD$2+z(8lfxB-P%=7Nrxk;zqW1D4HL1hl>)oAR zUS6SyAl*ef19w&KWnku2=q!6aI#MMaqnw~gwuJ;Y9HS219BtnheX%>Imt;?ayfrJ2vn5BZVkAv5Ja{?#48}&EbnF{gJqfZmdE%&9oU8 zw|DyaX1S2d+-s!-&A6??_Uk9c&+3@Cn2!Ja`Kck*NWi@9XkSCBWU^jqB?7YmLY&i7 zS44iib$z0ag@r{We2Tl{85x;}2z2~-GyBe+JDAIqpNC5a#^cFE+VnNJ-Md#a z(p6x{~~=b&nDa@Xd}qZgH7+a+;g$6tep9aM{WYL5D0m>RBGM zJ_O8a8bLngTKVoGS6PUad8@-2=Vv-aM~Mw@+ji{vVcVRT&I5}Pj&TIKt}fsD=|0QhEgGwF6x>y= z(x4`gjAZ7k7ZcfrU*F%&wCeK2+GhVaT!;YM+u%Gmd8zc-A$gcpcYV@@yU!axJmJ%d zN3<4u%pqlA#Rb>JyCaYLCa-#W5Foa7UxQ+MiI2}`^SRuK1qe&ppuOsQelTNE2~3)E$M8aNF4Ps zhe2zO6FI1%*T(4|#rL)Eb(*qTwQ=9c{g=wT9zTAZX*&>)quNsHxrh?hgmWq2FlH<~ z^67-zg9pk0AzL&mO?+_@&ITOeTC?WCAHMT9nKeI64tJ(rEczq={d;{x;O^Que<0qF zO95BHPnH>2aXh9*MMV*73Xw!uTAjC5B}@irao_&^B+)Tx&QyeTRwD}nG}GJPU&!jB zfUOxVJ3R2CMp?_-%0#U8-5SwY>>A^S^Vt($-J{hrUKTuHby3#*mALXGN^DbBR!01! zR;IR(-Bf*L?2F7pz;VLd2%GL7;54R64n%=>kyvK$K)3 z-@cH)&OJbC?E1~PHAe%``f)@=gp|YFx7W74_1lm^P%A^JkNGcuJ=ybAu+=d+Pf^3u zs^jBEb~ZMW5LnpS^1V@}UB}g`tCBq|EG$aWhc{a0#kG)a6a~qx{OK z+$?Ku#p!h%XFlCnvCfU(41sCcnyrrFhD*us2SqaRX~yF49?D$lMOhp>T^}at^Sz@( zuTC@k%toX6xJaaqp+;I;;Fw>JE|$Cs--Z1@n7NX&tYCbptN#~=#d)Pag}3#6P8LV( zd^IQHR(YG!Bhmp3-_)d@HTLY;7F_1Tn!HU1j3e{%^3L%kuKzhWm@$yB$aV9#h2LJ( zrZ*8VF+b$OD%SOmqklZ9*qf)ZiR0Ay?N^vH$VT#tIjOu=7faJM=J(}Y4<`g-#nF&O-sU;N>N430bP znDsYJJ}J*OX*?ic)}nqc%~W^CF|r>=?|vKqRQZ5WC9E31@6KOVS}G+Uaki#9N?tO3 z!OmRIop7bQP2x;5#}K7WABaE^@rgx)&`7THc_c5hFFSWed3GjF^gP{#(F=80BR%)t;aj|tX;gz>uIpa%|yUPQ-{Hii`=`6CGc+@6@2*rCj4+kN-wT;n+VEE1`@b#Hw|MLYS-qfsYZZ~n1v z;VJdVZ*$|};gMwJossc9RN%BFT6!bvDpsMHS0{EQPjJ1-BQR3 zE0Kl@xXjHQFZ4YVo~2TAZ?{U~(cgdn9Zx^!)@l~RI*k`S~M^};W^ zn7w~~jC}68bs@ymMdq;n;*UjM4#KuqyhhWndpB=nF4t1%nEQD6)$xxP_cfd6%i{D8 ze7Le@x9E4SUA+dtd?eh^GjcbTzH|#s^n=&eg_%VIp4(=SXWBORBv<=<<0})xme(2N zxNpz9_61je81Wz?q=fSmyGCZn@I6-1x%*|8PQv6mT;@MEHxnn5<90a2v#F zV_lKRBnTdZ9}0_&ja^)B37~#&!`|ay3A}ILzKu&D;p9Pf{8{fAXe4CB^v^B;LhSP| ztrgk{Isvyr^|AD-#OXwLG9wUP%>_um1#ETQR zyW8Gex4D4d{S&knaJeS(Zg~Kat#)mTCa0!w1{DhLv+yK#h&q74Vf_8~ZBziuw5Z9c zI^6^QeeqZ3QV&^odjVJ>#;hr-s*(p%uDP{pGnd8nSIoB$78>0G|^jEi!o$?x+q6ADtaO*9&f9_KD?9fzqOhPp{8-iCwXMSFP!mANoU9HeppL7B# zgtLy>Na6e;XlMlVqk;9VbXFQTrDnei(`O`*59CajO{tR2 zb*%(fyyrIns2@LmEH;z3w6(4KQ4ta+I^Nf)Oo)PxvggE2c4^H|`M{7O3H!Kh+ct6~ zYvc3hgRx;X;ZmECQAyyD)#lt}VCFt@L|s-^)_x#+oQ-^@`xZK-~ou|o@#8J3kSOCN-h^k-Y5v} zkyU0t0P2F2x4k^F-Ey)(`5-f)-PP$B%X!XA3p+?Jv6`N!iyd8U#`AEwD0I_H! zO0OJ(+y6P+V^es4!``qLcIE+*}vGC<`#y`>xA^7 z(yv&-m6(gImynRC1Uj$IadPm_xn{}}tCkwg#mo;wqsFzF#Se#BO zNY2E=1?A=C9O_wigTZq0@`_34#d;(%L@lkYYrsqO>-UkRYp-9b!nya+qenx7gGnN_ z>uog=c5A>MW1%s!A*Z^VGLoC0f-LF=*r79Z3n;(1j|;gsC<%EzJz%bFZnEFa_<YmOthGW3?4@kQm0C>iEF2D!tCWEn|Ui+AHz z0x$CPe@k?AkbxULe&R&?*RR3sl20Pf=ewz8T164G4s-N>_|02c^O2Rwx1kwtiMlM% zhzHDCjAt_l*B~2mD`%>k2ZZ!{)0seJJ-`78z_kk7R;No2^XwLg?2T$B1k=UN}$rlP7PC zJ}K@2IiwFdWp(6AESw^-HEr$UWhl9(=*7bRIsoAakfqutYx!)^TmBp zN^xq2m7#YLE5jxx?0|?QU8WmbjSEOJtOklrDOQD$%=+IyJn{_18I1x;@H=D~j%SHD z$Opg=HjqXGAl9377yy9T^wz)Nk`MpkZg;az3A)l#3*v z?0SS04?KP>;@9zSg%9}5FAS2fmGFAVEeEu8enEkR=gjP^*#>PoIy%CoJl-i?iycda zPgaaok-ffbRV8**A>d<`Tc-}vQca2-{WjV+DJ$68`BSBVU=0FI?;I7K977(hA3}4rPe0;2XaE z*r&aA=ht zqU=!SQm;J=#pgU>cy95H85=EJ>NU2CY`xFh8Sijh`e5eLcNr5^V&XoofBdRzr|-Nn zVfP{HT3Sen>!N484hE>GZXE;hE405xuIZWe@sp-|ke zV#B?`|FEXbN4j4r$oBdCuI9wCQuA8d_kU>tuJx5JD?3Ln>q=%1ca~A(winWjkr_>h` zkIg*HTby4fW~%FvR?H>1Q<=G3^YsOu_asRJLQ&ntL`s09Zdm+ecMKRb{n@Ee`~Hkh ze%pTau+Y$^N5dPh?zpz}En!`PM(R^-d~A01E7|D13XwdvV#h*mDXXpBW>Wr5sX$7% zsif(uTmS2lOh@sK$-3ORFw_D*0MBbV4&GFIWo#hG0a6ZrD{Dt*Rv5}&p;mj zX=Y}2#m?@>Bk`>jB#Qd@D1YBn7ATqk5-SJU1##koRkU;#eglY*K4{PL~_ z2~E$X*FgS$2QLR>B@EBz$w!QRzBJl)eNFMZcPFsmM9h_1mG9+rI&EfNbB2FU!M#=-Phwmdtv3z%h04@_G z>3}aa%vz2poy?Bb)gW;>Uo$e`GJg(7zXpX9#c+>4lRzLzZ#HOBG~k~JYlIX6T(VZ1 zIuMu~tkk3drCf+`@OZZq6o)F_%fqI?f(=O*ZbR5%TGijzXR<1h{%~iU#M!e-*b>+% zM^}Txr(72olK1!>F!3w6&*D&Z=+uL)aoCd|zX}v44d+tyU;Mt~R3ssVHM288q!1hF z!C9*YHywk*Y^7d2l41!@LS~tqLr%`LOC=~Gz+NKIY0OtD@(C+92@jk0p1)D5PQ)@O z5b&F|9Ptn0BuQ+5L;oQpxbv@;Iqnd@UrlQJxNajy9?>OOS*5^?La-Y}sI-N5K$C!j z(1mO?`Bgd5Pgwp*1punU$&GuXpCi~}cLMBFElZfo1&f%erlQN zwxwHoX-qISfT<__%5VqO6E|+ODuE5wK?QFRkKGjk@!?;#-(}7b$)*9wn*)6$S7X?3 zT5xe+QGR|{UeLR`x-=C_#`S8@Eg4CXb54K66fB9&7e(skLl&U|uRY^y4w*FY!@KrO zTkSv^srK3~iG-=N7W=9*O3&MG%TMYk<{*F(uW|M2Rr=q4OMF%Sbngk! zm86c>?3M`g1J|ZZHdVs}QQp4uxh=h;G&`*-wZDOo5E?5SZ@_&q}Vxiint%b$c9 zb5TjH)c9@8OkGtdbzRmb`l&6a>y)youL7?l#ppo_518izagO%>9BjxYetns%mITV} z5m6#(7m#bw#eJ&dHkl;vYzK{&lEM$2MN7w%*dC&{fI`F_aFbyrJqQn#SU)IULRFLX zq5yk0?a_86EC@nVNn>M{$}m3J7J%!p^he@@6jj;df_jLvQ$*#P zq)DLXOquJ|A=h#ug)Q(`I{}=t<{my=OB6FCoqGlE7lY)QXl}s4#1%ThgJ;^0M#Guu zu{aEV6$3vOjg;*`jDLJ*cXu?5yFRrpQuYKRw*qI%7yxQ#D8t9yf-Sw|pits_A6sfhMoaSz=K6k4QJOr;*3-V&_{ri(YQFvVL_l)yrwm`Y2 z5bH3p?Zq&c>aa;`jo=D()dfquKKebI;=I_gY=E3_SG-S0nB8M&Z^I!KSLGtj8`is z7S9LZD-yw#e$^^Pq-RK-x6>#%egE<|&*zR12)<`EIgPRKfSwn}Lo@t~v}(Lu7`_I! zr?u*j$~(8BCeF|+in>*jA?V&sI8!7+LMCGfu}?ROrX;gQy)yNK^eH0Uh?Bl_=Iq(p z-p|Pb_$9E`Eqb{j*VezPu$MLT2^F22co#oV{-z?Zxp%7Bm`=^vMW-$+aopm=!)=63 zRupSYGpmEktpRTE=F@61oy*HR3idJelW5&-sY%mOd#3k|jpvZe<{GS;OuJA}SjdAA z4VVP(sRq$0h}0@UPt>mJn?I6k)hSX=p1sF)3WIqf{1y^reJq@=<*jvg&ypZqTy@uz z#ewVXezqNB5w=$lFsgn1r8p4uEv=ewKN5*D!o@nRriitg39w&s$AnoWSO{u~3P7sZ zSxD6AmT^puO3LAg^iAc!&z_6kIp1Y}^ZEYyC#gV!SvjawHktQdi?71tCYgUU@-;!n zHEdBR)uH;Q3?FRGSTTx913MV(1m#pi#hW*7=!1D_Ky z(HDY-97<2S&6`k>48fhKx!k{V=OG(8)bLnIw1Ov*fL?@Tv^TlDWn>2XOinezlSy*g zCt!^@e^X{L5W@#doAm3PQ56MkbC%%#DO=G6Dc((5;GjsXOWhKj`Io2JvKVtac#*Y@qfc@KB( z*l_|Mo@)@7Mk9*YW=9iTcAK}i!HbL_imJHq_F9@l(*gBfL%$tPZ;$oNFh@U#A1?F9 z_QZz9myP8uUa9@@>0VL+2B8xNmN*(-l$32iT3HW$rxJP7@-e(C{q$)hIE^3RJZL&vDBr-1h1S=l!x)E#hpQk}1YX|m;^KmWCMfM9 zu)ZG+Xky{ZgTN)sI4k{)h&9z1iJU>6b3tWevu!GH2Y2{v=F#Pg*RNN33jo#n+ zy|zZLjsdD7L@$9$Wm{_EHO`T$3Rpa={-#4DX@Y7*2K-ycM_>67ceOJp91w3!^q2@N z(KsQ50)(d3`um69$s>X|rw-7AjY@DQ(vlHKk-9nqU6hbiqFNSDq^ZL8Bb+}ieL^ufK;^yvN1(}NK_wxP3G%jodKh@r`{|VmGQ|RrizK0RLSHpGF>T_GE|u6o8Cr^XbD{$EG)C zWM&$I*z!YBlsFzJyP}aalER4nc)!MXtqEaaVImCV*}GR3;0byQzz82ARa+x6k(YUX zS1S}Js8~lK&>2F+M2pI+S)w5qinM4iZb;O*uIVysjr@X0U5H!@G#p8i7&oXtJrlmU zzYZGnQKGuUu4Lv+d}SbD!;@GhG-1%ZbXFQAWQT)(BR7JTRzdw$4bQZBnF?}~I(W&b z2O?9a4Gav3oB`%X0t4=fscQ;LI*T>asOokfEkoojzw|AmP^okc7P9jFJP2P#3ipAI zLwC<`JZ|p0Ugt0D@Cpw$95;9rd4dwybyOHoZBGE!`RtTqDy}n72#c$JWpa+lZjc&~ zZ2{XpGcz*+U00*A$N;!WP`TX@7}eog#4L$n5f}^HD%aMT2b4!DV4KZezaU#jQbthT zgm^;|@SN7GkS^}Ki%z&?OZuu`EO{!#Nm;@UZu@x!1(iij=Vig1Jh_;WmQUksu0e;< z@k6eSf_$(FJSk{by;X0_2Y6`QoB1;$9u7F5mec3huJNT{&Br&hU$l#l<=?yet<^ki z15cv13IHd)A(O(7@WxYZ-@l)=akVRw^#yI=EK*jSf&a%0ox&60h?tqBu;p%987Ec>tAy zJSfq=)?BU5@<3aNqqIYeKfjDVmlhvVLf-Pz<+sE(nVD+~Eh(nAq?%}V`d`&vLK+$* z5+IA2oS5K59U5Zq`@A$QgiLX-T9#ziI$NH@`x`65f^Ph-{o*}doO||ss?a4%qew)# zKBUmySo&k(!C6`z;ygxEUXvgGf44d2#c5K?B7lSNUN}Y&YWDnCkO1X5z5QH4*Vghg zEq7K5N~{VZUPV)aL7wX(B6EQicK)a&`$sv-RYGRzoeybik-3R~2cd;yO*YNQuh|k_hCnQ3#dXS~;(g zaia39(pC>9muUF0lt)NHpg)TPXlnE*Dl2;e&no4Qe<7Ag_6pEGjPjib_x^=Sjt!|A z<3Sr}B>Y62G6~IunY_!9 z*r$XRuF1AIR*q<%aaB(?0N&$;fCy(G1=%Fxn4Ve+9tV}^SkK3gt)cv&)+uR|N(yKW zf-tcCseqjLPRvEEg(K(sTVlTv(3CP%0pGj2460g?|4<3XlWKyPhfMP+{4sIiTwta| zL_};;HE9bmcd>wA$ov_+Yz$(LP2Z$RUF$xT7su(GK)mGpiSFB1$@`sTEBg9Bb}P_a zj%&(-12d_5^1SFofyCi|t!eAKbN4QdJ}#v_-MrDo#}}_(dp>LD@Efn|ZkyM22DzCF znlpTHBC;8@^4Ro&P^hIPg%pbT4yenJ6@KnG@Wv5sEIw9!2DcWr?fxlOYgPn*-?4$# zgyGKe#uT%b*Q%ZbP>Fld{31pBI;3&HM55sS#aNvuUZn1Z=f``MK`0_g@6797xK_N* zx^X!}RBwtueoSfEJ^_Ium$0ygCnsDN$*Xg>1OqofX`Rd^W00JS4?{|pRQ9Z#zAx^Gl71;&+hKH#R zUFKP$7(p)S$8Qjf1StySS(;-%D1|6c4Go#rJkr}pNyoepl~ALRl!_sfPM!h!7Wlno z59ik(cV4qQTji>v1k5r0^fzEie(P=pspmqeH+X1EqNEG-5*aLc{aq(lzl4GPR>azc z_5UHg?X}C=1=sm=gyva~-u=bhk8<7M%!c$~;adOUU~}Z=T6T_o`{ZD23)T}EQbMx@ zuYFmy{gwUin~Tdn+E{UsV$naTnUha(mE-=C?dYOyi-ew9$Xveg6|!E5wW!+CR*?5e z<9_iH{$P_P6(ai{s7Cij*AS{YNp$W5eO&QfmB{tq5=a@7>{lNq6R< z!&HX#ez0w|}WsdX*W0eOpw~&uN%Jp|3$o})azX=#ry#MbAo0jlFoY{J31Gvms z&8)kc#Wd_~FE3QvT;=rY8Z;W7r=R=m`}saE9l<^9dhhFhH>?c4yMR6@UUD!NAf`{h zoXZajnQQ;^7W==g6BcO8wbH2LyYJB0pps9EMs=7iv$zkf+RCYG6W1Kpd^gMcxo;m4 zuoCk;<-ziTW49j>0Mi~87e&^gTiS2)&fA{Bneb)Fv|DN{` zz71G*6g>5py#8j-EuAd_@nMNiwFK1Mqf|C$q}a%tgx~uhaI>M-MrW&pQK|*k88Ow9 z8%%zG>8X25=j{jGm3js0Pp8MnZ?`(`e^FiTJ5XmQJf8GmNVwIqZ2Fma=QoFz&f!@{ za>Vm$Isa-eHd;@s5>qIN0`zFRA+P#Pq@9$!jPH>?GV*$L>Mvh)E+lW^oV&)!{?)Dg zzjC?Z6rsFQ4n96DaU-z)MCMn+M_VT)&jQz~h76Cu1H{FO z`I+*0G~e`ykMr^J)&kd%j)^E-mYbV9Iy98FBFdQ9)%H_p)tysKjznT#oqS1}RE5B0 zSYFsidyDJl<;vTvLgvf4Tp_Qj+q(kaH9fh!d~0=4(_^JVJY$QGc`sE|RejOP8X6qD z9gIVmgyuaGCF)Fz0@&4F+TLX|sCpztAOHKVy4}3PW4F~rLvNcpeTcTBP*kohj`@RV zHb{3QuE0j!xAMezi$ek-+o-akMl5dLVg6X`z>A{d~N51a7d`*nW%FWpxh#Da{s z;acV8cABa;Rh7h(PWsvURXSF(QE#n`D^rQ9(MmX=anxAsFD-zXnR>m-J@-xL7|Ztw zI2m?NCY8&dUz8{1hCR4qZy%kQC{vlAngG5o5}E-2wB^f}_kdqk%7=$Yym{@~VqHeP zDEpr7p;bevLTAHb;u;JiY;YUi!=F37Qw7~suTadPg^oVS>mx~63!;(5-FJQT-4BH5 zb7dODI-xNb)?pj!Z<{?#SlqKzjb+J!%g2~w@8dJp(kZbMcE)+wzx64*B9v-1A>wO> z$4GNA3a+$;;I0$d>0>3V%7w>&fGn*=^-&QOiB%i+99@0;gr^rUGx*AAlq8rU7PKgd z%y@r?MaFlF4Bkdfycdao)wPqj5?*5+DMCjTZRTdKNcJx{0U2)@?F_I5_ed@A2MSkp zj)C~}u8htAc?eiGKVGo-rh^A>e!2%BC?7P6pat z;H_9lIrNd*H@q_ON3|#(tZG&F#KH<*9mOHYo$WItW$kXFas{qSK+RDW=A+zH2Tq$< zq{z(A6Qf;K;%9e0{;9(C-JApw6>C- zfczn(%8hCW)6ReLG>8}xd>J=rC2SSxc!oBUjSA|pqNCKGGzhuNYkq!q$dYs!LvGZA zmY_tT1;~?r*G`S4O>ZA6SvW=ppjRw}p5x%en>#>=24+!PHj|YZZ3CoY0trOGmesdw zF4Jx@PwK`-94si8>p+G&t6o;*T~L$9d{?Lohsks|XQiPp`{IUMfBOxb4sUPoD5O%# z*|V@^Xgs6d|7AVmR~7H#p~k>OwFX~#dj7FnBa_gEQ=cFB2L>j$v?T_;l+jiUCLOLw;p}^p3R9rop~?a66MEI5 zKjW8*x~bf`2^<>n!xB^~sf4q2MfWIxq&q{%I3gzj??#j>P|2i%pFH0`jHa(*(6w`O zbM|PVbbiCLfXmaJRo-X+fwbC*R4h?aivUF@;Yo;TsvJb}(25fQ94JF37jM^ESt-ZJ%p4OMdJ=RoHz(&qOmBF0mSb??oQ?vx`K|d-U z5-u&!;(+!)j)rK)S3c$SgmRBp(zC*VD58`9VTC)FsweBQ!YCHI>2RaGH}#!u<9G*hV?2s=gt^= zoIiiTxpv{u%J6dSr55>n@)(ztlqGYn;%0!)BO?Izmmdki6Hum|`NA*ektr$FyUSg` zLx5{ie?_XF9es83O`!+HtnXyTKOpgllAe(ftYIOR#ceFv{3!ay;0h-8Q>obvdDf`NjPl3vm9IEozb5v0L5BMz~KWWvxB#oN=p)#7%xe|>7z<}hp4xUBdG z3(39JiHU!ongeoJ~B~lDPC{oqKD(2_2(|NRiwy7V+@bcsY+ z)Tkm@3=dTf&F#<(h4E@+&I~aV*)*hR0A1et6FT$U_U^DIAdC$qSK{1IR-VRxH&ELE=)8&MdZ{EBiBH5a~v^P^sImxw2T?v8&D5m1> zFF;uHcWvw6N+>8Ouz~af_IeunU8<-UM^T8r$wMHqDHioXQunCYyX$vB zuCoc*!<*V^^47fFxUtc|S}l#+R;lF8|4z!Fcn$4{DrX~x{pL_l(6LruSmU`b+&8@2 zAgPf>`8L5o>-M`Z9sCPF5@Z5Q*<O&7WBng8g~be}>+t+#S%PEl)8a^EFrGh_DzV^b zl?tzJzWkTQ`Ts=z_>a@k0Hx(eYZyg^HLo7K>UQ^@EP~E20Hb(D?!2d`AUhA=;qq=y z^Zmq}7J|r2BpP@HxgmgjceCNL7LWd;U?3gml6o15sMNdA4W{UpFcF=H%iM4v zhH#mI=RU`>ie^krOF0vNJ_h?QfVLXaZ|cdfoktLLa7_;fQJofo7XAF7xSD9r+XS3+DCKbb*h zCJ;A_j`)YUx$~p;G}J_)D2rWHqOh|UaexN{sL#k46(V@1RuUKk=7!8o+Lc6fc>v6c>1H4_0O5CG9zsl6|F0;% zTu)nZQA|^e;iaOU!qfPHP7J#P3hgC%` z2Wa~kH1z3Y(@CU;VQ8a4gNtIlrpSdJG_+)VoyAZnTKgcnYe~=V75gt?5iARzoz4)k zw&f%yG?1PytykHOjX+}YcDdknVq#-^FNta`geawYrgfV`p4LANoK>NH-f6i7_oH0@ z1Q9@XlLCUA{|6{*AS1W@JO(uBo2Dhb5VyKBML5VWwRLp3*%UGMMJMk5<&(UA^S&zo zo7r|`S;{&(UvwK8=;=Q;F6?⁢IbYa=Fg4JOLbb(AiL#6Z95pQQCs*RRkXqSq2OY zisZONNZI;4L&5W?{Js$E+QenGn@{4NB9KIsK0jR7q@FvH=t$-&i~4Omq!y z5-|3vbxP^a6yc@aRb@V1b8FyCPL9gN%^KM@y{KXU zAQSyW@Hf$XKzc^{{O#=0iT)O{LelF|C%o=gP;QEHJZ1}2H^rG4eTQ@xKo;T2cKh86 zG5`+3G}tE@CwPr0+)i7+YtMCof5?m)X}>Y~Z}g$+H`ki3`@bQYT~TA9C@TNY!!Kqfk007Uq_e?4lau8IeLk4Hmc+5fNw)ToXqnkM#hx^;id_d`2aDh^OvVv5g zpS^SMuowJ5n;-kXNF=T`zW*QGbRt>MKc^O>|DqP3FHnm;;ep;rNu0O-9R{01DVbO{ z$(?vMsAjMBI%cak-Q@Hqa{Wa&{HNHge+`An{zb>b7tpVyS6ImDfmO+AiahW6$78S8 zT&h<-Ur`dj>Mu*q4o5y$^a-zDiJ77oPXjxa9(7pGdymMQ?t|t#&eDpi0LcGFb-~r& z%gdWHfm2%dly8kJ`4~$2i=;b;%~|3kH6pBA;~%r>GF~*0F4)?<)gmkUiqd1Y{2PUw z;Tx4N(z5lo&Y-+&jo$-G6wyjmvzNPuCAI$({&~p89w=4YLziHr;4d33pM5{0ymTz! zwA`DUiy1o@LB^6#GQS>-Uv~7Hh?;ZwnX6P7sn9BvQ?sq`1$|>d?A8l&4)P&UZ}0sq zzOS3{_3Qa7T0d)_n+$lN>-87r6x;xmdCxX7ZE^78*!!|k4RfvYGP0UB0Yf(JQR(UR z3rVc&=C#NM3bHcO9GCc-TzB7}IOKK7npSGcTjdt>SDE!cTy%+9`__awWSh9AFePC% z1dx~i3iw&p3`gIGaaUQNRu<@~|M+ibO1~=7|5w$J{-a2dmX1xG|H9mmYT=_cst?;M z`M2}2@Scb9hP6q)|9N92HuL|kWTEX8>T1Y+wJkl?QJm?&Ep-iid+@6NB08qFQ())f z?o;wQHteL#tS?wW5xseNF@dEEclmd#h8+gh6a`_h(Vn3r*SnZ@CTYUhQD;+Qd1pbF zLC5`p^AqN35J4+Ak!2Y0=I#3^YIt5ap=vH7?*0X?g1hb;cA9e)+;Q8mbHfhvLj`y7 z1+?NxWv&ePa(OJ{@9?V~kAWNg=$+pMHUgjX9!GO9|Lc=n-tgE>~HZVPQTVe+cc zMgk>b^Is1=J}BrY+HRDfR0ZD*`Xe28x^O?n_x{Ge{L{oLh@NNnZZh_co%(Dy?NFx6 zB04EnqjpKFy(s5Sd9y{u#(w;|z=hB3Td#7Ikti*}7jt6Nq$hg3buKRe4(E;ZyMpMs zczE_pGmZ=n$^rwSu83NV?&W=ybakLz2}w!cZS+mwQ3p`zrsVM{IUkW#Q!`xP49u@* zrKEu6Cxnj)G%HWo$UF{DV~RPu&wW)Wr!9mIZCMnZImGu=`D<5~>X!*Riu3)UZ!5|U zMok@wTTN-}Uiog%B@T6yqrCH9eV#v$!|;@iw_bo)17Ca^B(5?@Lejl}M*5OHD_5^w zl3tY}+io;rBab21y_g0(Og@*bH2hz<}U#3sFesC@2{SY;cWx7av5 zH1z#UWvBT;=OLdPXgK(RqEi*-Opwty=-CjS{Qj8qB$;NkGm!>NEvHd$Har#c!?)jU zlP)h=!^g|wqE{XeN2WDG$V7yZ=t1#@NCncKy=NB*J{@9hEPkLIZ`0(7!Y_s;=%c-Y zlx*+_P@zC$T8d!}H!1dlj_X2GjhC+eI)2fsM9 z*hCKo@=oi-y*B4X2h13Mfy^yV zHTl#Z%WvkD8lvZb%ml5H7DZ2GYoOCSYgsfd6!o(cLar`!Ez2Um-Rd%PIeV~RGihuE zEglWp-tfn#7o=4&)IE6*kv^jzR{e6*V(sTK-ZjcoZ=^C09=Hh2;N0|pGUW69uZPcO z|9s2f8A@8XQPopJ7a=Sm9OtD6QwD2Msw0yIY5lADgKQYA1s#I!G7fD^sH18jVkBE8 zcIuSo<${ZoLO#mpj<;0~9D~P1dz~kwl;G*nkP${^8;~`l_ZowfcVjpnn#~PSWTj0L z#hBA(n?@5@g(8Mk&yA(!MxnW(-|0)@s+`irbyVU;BqW@Nx|v&@#-EcUi^xi`cU4Hh zd73ajHw;=y6;cEMTY(8UU!3Nc~6)L@Np>9X@$OS^~Tpf;_u+ zoq-0vW0un7h{++bXyxL9kfU;ZxsS4%!lZ=q;u6f=AWC<9ObltzL!%dx%!@7kxFvW) zef0j=50?rGpn;Xl79)D~ISi3B`ttTB8C1eXTKiG$u0kFjHIE5Zq)d!qGtHxwi`3uL z#7`(|D$SeAj>2hyCs4w4DN?_)ni??}euah$mV@R;$#2odFAaS!Qp40|k=YS>6vd3t z@jQi~!A31VGCXZL1rhAR-w5zPnQhc3cSelXx{6Yc6!J)-HaN6oiEFkOD~}`0yW#bf zWFnRAnojy&Y3)$rb1Y+I%;J`gJ~S4Y7}2SSnJ1*fgN(I6P%9OP!NPf{Q|R>~ZEwh@ zl}Up%k@;iKdobhGlZ})gQ0TD7m%Y}dUz+})6E`8{rIrOwUcJJwn5KKe(j;jVP<|DRB1~l`?Vri}^thM0MqK7sxndF*J}2 zuRVoBOX5}&Mtt6a8u$w|u>7V?_4?4tRDcir1}ehTZZxm7r*q~xX3kyNv17+OJFr3I zQkzfQTDceVRy{DG;X+&9)dCIMW?ieE+ER0&=U9|5TEJHhV~X^c07}|>EjvEaKgd8C z>s^?iwh5;Z)PJrJb4esz?hLuyyM})j|!PS+@a>Y;NmA2 zmNEU@fxwT`Ecc}@k9BU}Q-o%Cziy0-wuipS8iR_uVZOB}pmWc3F4j?C)MEP1vYPa+zvLF53VTMMe?N0{nQ`d2ac>itJl z`47$JI-Y}_kr_HDD*8{Oq}l`*BXs%ejYCGkGd>mQq!pg|`HqZ4Ma9M%j-`vwWm58{ zswxS-qz#SqD8;3asm1d9xHPnCX3V#rWZC>oR?eW-vmh^NVP z!!6Pljv>feh;kLe<4qypntDX%Cm&pCg*oW=)+b>&1sU{3^uQ!s$%mh*K-49a6|RqN zaY+PoGKBu)|Z76GEC%wJAI7LP0UoIijE{GJx9%H3b$QS|i)1g~gmUQ`}p|1JJ zQ8F5X%*G~dLhwX^MEr~cL(};DQanJ*Q4@Dg86{T6A+JEb7K}M0eJ9X}jz;RKozDDwsMU#D{|h!4oQh)*guvou%RtK8B0|LtP8$0we37ZftJn2BIZmBUmhXEe~qKqW!O z8iH$Gzj0#}bWVO3WUvt#KVOc_(iso{hG3^K@v;%=2l@L4WZoK?5{O+QB6i%MP2Jy`1!2W-EpHXv$%3Vk#0FGG~%V30)U0v6`858 zOgdSCR`*D6+=5;?JmxSoKKNZYjWDCApb!cNNq-1hvz?H)Tb@C>K_*KQ0J`nOtse+K zw01Oz1pAt^#)Yya6W5WJ5jda(`^52gqg&a!h@cF}7Hv||81O`R^%~+o91Y0y4M?(H z5Fr@Ozk7?_w^g``GG?riksze(L9HZj0EJIXU<$40QRGOV{fvc_fN zI*}#7mby~wG^@}D&qm$2aU+q(1Fwb-xX_tkMgc?;rF-L1D!}(^5S>cv6rGQ%BhFbK zcrr43)qL`4>V?A97;avS*(Ufy2lHYBE6kG-su-OUkq3`hwRdz#OwCyeqGCgYkR^P% zUL&)Y(g2W%|H`;^573^)w&?|;9T`4PL~cN$)o3{-2bQ2`IIz;rHAoF0q{x}<*o-a~ zNl!d=cKp#79LC(^|4(0E9!+)MwSP*vyGxnMOl~1bB4jRvD1?wG844v+DU?DP3x$+u zFqH8&Riq42(L@nK%3P5tk`Q^X-TS=j{k{ME)_T@@o+plT&gc8t)3vXCZDv?LDzkpf zkkNO3fO*$pk_aRQ8Ku-Py$$>L18(9EP_ZKcffmq6DS5s1>do@0HAd-oA7A*fxmtz= zNu41%B+#3bvwwl+HT`V!?__-K0U86u6(m1~Z@GhH50Iy=>F*8}6kQ`DV;ob{U4yO@ zi8UcBeXs-0oR$>0Kbn2_Vb?>YG%#%Ad#)qLg*ljkqz75-zUR@a(3UYicra60?$VMi zX6t6w1xjYlGzYDGZCvc-_?ETo_w>MYt^4UzM8j<{^ekzI2Mx2L;Y9l=NC*YrmgtYQ zzre&Yq5RR|f_j?jNGXYllX^X*S9-lveqdH|`$MIi(|9E*2f)rrwV!B;2rx}B57HY2 zedRftU7&7)0bvf-;;oUt+L3Mb;V2xdLxoQ0(PU!B?+HcH0Y^?P#~q5@AJJZ;>%%GS zMeeh!)O1n6OXTjvJR?RG41OngGi&#}7}=ICHD?SN7nUb=qyP>M7nBla6C9;zU>Sqk z;IPTEPQ%s^=Y&B^+#OTXnnH@2I5)~=^-V#&M4ZBpl=VCOD_K}r8p-40SM(n$WoKbZ z>V5gCk_Qzf7<5E2LH$V*o)8xe9w{fFEh_VUphMyWD%^v?LStxMq8Qw-e1)t#EYQs;#XT15jmE zf48R@_-`aGd0qLaF6I*zf9Bv$0t-kcwNt5l)XG%Hn}&3j zrV&wI&(wdB@-Kz!0!!+d)D?>S2OJ&05(N;n#+sgRTxfb!G!ah|()c>taakOFPiK;! zQ&eo887;@H01JBMsqtvhOc+~?wDc(tWU3#JHSdj)jtWJHdJ7*(>k$6X%Mj1#0_7T5 z>iGU1m#&EXa_Gv*c9ahE+-AF2{bg7|geB1qlH5aBz1x|9DP8pC(x^*}bmSuVeG1NX z!c@u=1B(1Q8n|D<7>^sD^_qgmMsqU*azhV?irQ)l(_gOVo`vWxmAANn6~m#o6P|QY zC?c=}L)!3eR~K5KB}UA%8youIU2!EzI-jah$N-R9?jPU)Z$1@|J{_)1N$!Yjz|HiG z4BDu3ht!74#$K)^>ZY%Tc;;gzPA;qs;Ly;-bZ)XD5>W7hx&)abm~ohIzKGikU~KvF z<)ZqO@?a#IA|aLD7`QV5tD4}Mb^FTq_)j<7B&n@_d)_(BM}H-e7$ERelee^3;;a6c zE^Q5njN7+vGW1I9Ba8KA<1v&llSc!woW!28U_AYxa*r-t1=s}_7CSzB z!4A-(F%)HLTTS0q^(@i~g$aJ6kJdFiAl%1>gSn!$UJG7aFW z&!a(hJS)oof-}uR@(a96#$AzR3rPkb-OhsFqRleIpG7!1ZFsX1$wvmB9^?b)AL07p z{A#YOXDF#OZ8{ESBsn1((4#^Fkb<+( z$u~7Mm&Q*;6W^T(6r?mHdiAaVW)Sz;NuGWHB;)FpNLNfHqRgT4;`^&?uqY?)+}S`v zzbKoaes&2dk&tgMJDzRdRwwC8SB@H_E|k1!$3yTFZV<^|Pms0gO{ zT|nZc=s^-9{oN7i0HF-8ZqOm^4b;W-iH=JC-T^jt4n`-)OA|gx0TmOu%6GH;4rjoS z<})$X9-R64;V8*C+=Cc6So;+MPB`TnS@VaMwg7twTZG*=S-Y3rCKV%XHr zo8Yog8W+Xe9z*{F^sG}c z$rNC*ZjC78e?;TI$pQFtPN~oES8ypJe zPzL~ummE%-n3&l3NOWJn{H>dJZI%TLr2C~+(P$OiJw+B8IziC1y%AOF*`rIx+z2SW z5fixtDt;*Tq_?GESbf6D;WMD)uc1EC;()RYg7b9>{<*1GO@)p(*x4dQ6lG|qv|4{}81^ozoc!?n)B;zNQh2$v+! z3svu3a1gaSd0sks>{W4`ZLx3EIG_T~H6dMBw>RHOtBEt3Cp|Y(Hgl7l6x=ic@F>8k z5+g1MzU17V@89)0_KoJ@@zJ=)RO=8_Qt*IkcQT=v&PG5WRT4=lDS0Qa6PP9j)JV_8 z$qVB>q{{_yB!%^z!h5AkNUaw-@9}rnzWm7wOc@cn<^xoCOi>gNyPxKy06sP0TnVy1 zn&$XmtS1{ch^V^PTq`{nd${80X#Ekb`+>VX0p&U|eOdsBgtrj#xa!|3nCP5{RSiWZ zV;ax!okK>r{h?)82NDbfk;xbKvv1e3PyhOr*b$5XXpZsq?^}P3rL+MbKxv4tVuoZ8 zPCpkc8xmFo=7VgY>=pvcL9{dI2%$eJfg<6%4~ag($SLEXheNXWXdTT|KH4+ooigTG zeDB_+wX7Bgn2mLMdwY4H>>>kfZ8Uq|?8`|EX+)rAb3ioI#a)bqVe^1bRSon!0?8lm zsp)aqkzZhR@fxK!SfV@!>=k|GiWB_Ai(-tstv`7KFMrb3))o&1OCW9bfW;mSVK=M! zvEQ4&H9xrW=}4=$@p0)p5{vAmd(UnAoRON^Z=0af8sE*qw@u+ebW~*c0m)3}uc;ju9tqWy_YKCK0jmo}E5+#KVK&@EErb#hTjM$BrE%ImJ8o?ukN*5&Jg8Po6vpS0{(( zeNJ-i+VHT956Imj-8f4)*%yeg1~X97XjxGMf%T z`id3Nr5>IpGc7Fyb;t9ns$kH?^c55ow6$q3Q;cXhQS{I*TC*k@&kc%p+~(%y(KdP9 zH#@kHEw9#(kx*B^9-+HRL0a_b=lzcFQBh~p5Yk*x|YCNPsrQUt@(`PF+aD;SJVD6_PrDro~^WRr3w1D|+ zpqI+^;^S>u4<9DLHR#8P-pS9WjbQ+0=EEa#u$vq@B#Cb`(43b(J$*t%WEvTvgpyJ` z3IuI*NW?@)$`t27-Y1uu6#MMA;4T9XAZ{e8AW=xY1VP zy&j(iG&s?e>dL*DW^Z9JVPW)iYiepTii<5vouHY$|G)tqtnK+HC6VbDMr-twjq9kc z78<}tGrSy`MH=!4V@F4E3=75Ma4Eehy%|Qu^EftIyoLOZCKgbroA27yk-9HfcEWo0 za(K*4``FkK8tZXJD+E$iTD0*ZJ_%q%jHtf6%R8yqpB5Gtv@Y!V$B);;_*Q#i1Y|X? zj_kZL{=&k--mhP`VF?3U;#bU6iC||Us?JpOr7+Vef`C>r!C4A zc<0@3!;#jzp|qhBxY}*#%24C@g|6{|17bJ@f`v zJM5X4iXgy@3up|Es=D35HIB~7Sw~G-ft@a2_RH{4iw7@6K5K&PIq`L(>^mPrn^K=> z3~cSd`C))h>ISHvx9B$8+S;D~Sqf>pTV|42r*Jkb3<b0_ z1&YOT+cr5l$#DKxQH8-SwoMMVX{c5umzUezJ017r5H8IrHg+VVRSqcdQ``(-190fUIGIjVFWfrJi6NiR z4-v#Ys6YzL#>u(r&}NzH(}^&VZs_uI2&(lj`={3{@t*ZnQT>d}OnNV%e}TBit2S=r z!fvvR?Cg@EpU=A{qN1Y0A|tDSrbeARx46$sC0eV&OW+{pl$IfYR6;+>*vxDJp6uk* zlxAM@c@<9YEw@eoQBvYTnAX7!V%Q=zX?bvTHTGoYW8beI8Y4W4ZUXIo-wlgPN)oRz z&CaFdVM)NEYuBzloqRv8P*hZehFJx?tjXTJOZ8)lh2>oC)9Omx1|~GA=QE;LJq5N)0=G_DcHT}Iuf;l9uvVn%278#;sw!Fa}LR^p$uuNbSUs`~i&Bqb#= z@ERR>z{9StqsW58Le`JDjL5sKiQ5KkyB@Us*d4A*si^Q-!*u>`tgi{F`bl5E+3&xN2yQ4BZ zEclOWu5TqziGnXXrCLv)J?jB1%CIsLNQ@Qz+tJZcMo#XmR#73x8UFYH1qE-Zf(1*g(8P- z#fmBiewQl=($d$jUCW2q;Y`Qe?8<<|Leaf@_jY~x5{eRrQGtQ^I;@W#A8h3WWT%4~ z@Zq@N-T%((ly7*QO=F=Q;T;QFmBAI3o6SU_cg3{HIk_T}W&vQRR%{a*1r* zXyNx6ALHW9o9n-tC>+a9*l=Ws_d#O(-Mey!TwJUV|EoZ6=2}(^}MSPA@fJPGQ)&=XPR-&~Nf+j%^AT-z9 zEuZ@O7GdL{bDzn-Vzbts7WazXi)(>??yz)_Turnf1sBh#JniwBn&c67F=6-H& zZm+=>b~p;o^P7CP3}a&9qNu*t;_>nEAf$6f*OcaU4lCwk*~(c^Tf&^puj2b$+9npE z+vA#AAJDc#IBuJm|71tH8)-?(vl6X#A z4r_Q1ya0B3uF0Mk#0m`JjX% zGoq-_*IuS-k-H}x-x%JM6e@s8x$?Y)p0AOSft%)jZ+u$&Sm>?)^Q!3#$C?6?< zSr%^g;My;oIeS+_WmN$m_AlHlF9bi}XvNTUZt06#m4j2agJ;Gab3l>*{Pk;HUteVi zwY8;%h>y7-k^=QV%n`goNN8D(#ag~CFTRHZ=!Gd(zI?eD=|XoQV2PC26V}fiFpA)i z)O1J|T_Lt;rL7NMWvSgP{y6pF;4mtd0Azjk7-DhVv}vNVCr<8U638BpU%gra*)nBp zU0@B?nukyce6$nF6reCML2)UmdBD!W;cQUQ0v;A-B;8@lf(%m^BTp>=R*EbWESn_& z1~sg#`0$T*@_bbv=TEVknwYR>6chT8n)jHQEl1*Q zDU)#ZDm}~RwY4h_9^H^y9|nE!C4fk@3=Nk~{~Wo1{uK-VMix}toa=f{ojPTA;6N~7 zd3%5*eJus6phPQ+25&~wq1ffuR6RXBFpa(vIlj(#FtTkFl|gys(~AL-E~xY2E-Wt> zLcMtw)RDg8Rp}ei<(kVqEjRVk)7x7yT;A0v**IS68?Vco-i0wXd5Wzyaqet@ViFW4 z8*cs%LgyWw1R<5{%aAmBczHcV^F|gZA|uj&uIZ2hit_?Q7=s&Xycm3XlATw6j$Wav z%Fpn?X3@rX@6HWuOK%9D(nO2b0~j8Aavk(w=ty7tk9DsT5t)xaZIx40`$cH^@*r3! zk|W(~cV{LcPirkTiEwrX<#sX?eJwa5}f+Rm({Kh4^h!o4L8T zDBj3^na8(1NiQY{dUK58)={~&YnL?V?b`~ZqspZOe+hlEFxku;#j3DHhYGE3Nfs5c zi@jOxrobgP(b3H-c`~V`t!)+3B%GY~ks}+BuSFsSx2-(0u=vCeN$_Qsc7E1gj}!#3 zYv|Rhym(ZsNuSa<*)>z^D;gR&8QMXYXH-(_7sYK`$j{F&u*r`H1?dOogn~I)5sv<2 z+ir7M<#3_kH1!U*sWP+>K-nwlvX@CoC9X|;Q3hD$vo{^i& zbzw*1#-+%)fff#56AlPJlXv79%Ur_~&L8HfU7wAC9Y?mbcFg)VRS=O(8>6z$+ za16H|;=K4=HLHM90ML-|FmYtjT(!;O?Ur^$nDS`ObSTzHe;}SCK&h>3~H{a)_8ZCyW4t&C@t+_Tp$X zh(ZwH3GZ=z#cT@L`r@@~5yizyD6Fa0(jHE3hEdhIK&=Z{u8uqJLkA?evrJAyzC zBM$q54SKXLxD+FWJe&NK$eB}ov@Eb+2#wyeo52C;E<|Ha8#l6ZaFC_KYw)1T73WPi zJCzsyQXggJI+Uv0W+<%t-u}%c7FaP*4EY} zU~Zgg=5g#;74m9XGzBQn1%~$w%X`0pqa=cj=8flCid^{_w&0R}gF;nY+zLbzsJXCW zBPrkoCK_#HMi4|;PPkQXX>GkqRP?E6!dD}N5_Tb>C{WA5i4K1T*fAdsOcntpHi+0( z1HT(Z;CFy?vIP3-a~-uB(yMRSUH)NAwf6-oH6#>O;1uP<<547V-DFh#z9b}s8O>)~ z&`fz$yd+4WUPOYjdTc1^#6rq>b;S}pCFAf?onyxo5I5<7!JI%Ugo58}x$NaUcg&6z z7Z=CxN!M^N)78*mpwqRC@$LKfv!S7XMF}X+Px7o^?H_XO@~SuMwYF^eN1p?cWswNS zv7Z700=96p{SHKHi3%3@)h8(V3m|6!i$DK{SII-T9B@BZPuPqgA{SczRlps-LAC*Q}vB zzNz6)XgK`Xti)6;w9HWTwY=f(2j&^Rh?KBuc3$4UgS7(Dr8^Tw79k=o&J1zuj;`L` z1xd1ZHo$Q~BU6fa7M0c2%>J_j`w(Lzu_>Jm0vHRwW7s<-HcW*hS3LnFy zo_>K=SyD>Md^kk_t{na&A3uIH{MzxnC+PZhL3EcdUcLHvQbECEU}^a$ejEaO`23kF z?I6&#S3*v-+X}UrhqpIvJ;$c*Wsp&q9cJN^U-a(XyBwR;`{&Z+d028b?(DoII3aV; z>V8hYVOrbXzrg>g1eU)Nnf`0hxMKgg-<0RUu`Z~PkMjXtrrW*9DyJIV&+~(WhhdWU z6ShgEZ-CYaE6x%GH+EER^$22zTk^XUZ*#nA_OrDWMjhpWrcvxsRLa%pAjyE+0XITy zg6=Xy#n!-g&)9P;=r0OvJ}rR6w*rfdOe`#z;rd|?NvO=lYi)T-Zu&5tSNG`sFpOc& z_M*OhcssCH&%&WN;J;JaxE%)DV@u{<^ghqVGke&FmuF$Yh5jhTrpBfw&D*ASz_we;PAY<3e;!zo&&iXixw%F` zqpxBWQAB#7p=_|oTyh0~mV9ssC~7a2(vM+7xCJ5xMHHP|Qy=x=*s)57jh(%|TN!`Z zWMr}PwfOs7xgBal>3Fz=c!1N*E+`m@d4mWcbv|@<>zw61JUs*9b<&pw%S9CCJ5a!3V%=E#Wg8OFig^s~WzVrXcqKVPB& z$a(VDF9+~aGIDZ);Vr`!A?QM#HpTNit|vBZMB&&#b-q!7LN{R)T5|6^6<#4D7HjD5v;pop7oG2zl>uxDh16^{$k1d9P5h8m^2n5<-CfIb}^6LSU}u&~C*pS{I+9DY_q$LSn!TM8Ud z_@`ka%9h z_XrmpnFvRr2!JGGd?YmTS$H>Sm)hi5q(Xm5TPwp%a>2rd$yr&8QNyQnG1V!xT4Gs+zpsxlv4sQ9$+qW^#HcV)kW;dmr{|qciXZ9sz zOpWCe9RI} z)FJZn^1|!avx28e2nX;B@FRGxfV-Yt@0^b}F9mk)1KNPckFVx1Okvp2-+%vYEU~=% z#0(msZoY0O%GyQG+=3eeP*Mqa&J%6B8H5Tr$WT;z1fm(l%LL{foiKKBcGiHe1?edW z7X0MN6DD%&FhMcX@bE<_hq^~HuWkE)VoXU@^+{_hFL)zZ%4S%yP0a26P^rR^@K`8* zTil#;7m@q)Qw?oyg3$nw`EIIwFK86x#43QxQ2g+rJ%A{N+sA2N=ng3P|5k%!v`&|k zP!ey+&#dh1QS`F90N|tQeu{%ck?e`avy^oa3)UNh&CL{$7_AE)1(mTgULGDA2+Poz zUZ-;LMRT4&_xfh1iDEFod^do?p{O;r(i=2mL_L3Q1WTxQ z4-%s~I52D7jfEDB70$a29%Rm?X=G_7YXB?k93Ea4x2?*7_oOXsr67>TUCw1JMim75 zU?uJxeuoMn#L2FKf%71i_5C;@pnPNjK-lgR02X8v6}Q6W0!7zJH}(B)m0GWH+caEy z|Cqu+clQ}YWIs$sF!;FZk-R^p=!P;M5C|nMP*D;&lHIS+TI!NwP~M99ELoF=qp13P zdLk9Sp@(k|QiA1uH$hrG5FwyECN%pvqR=006so(RqZEihMj!&J7L>{3*ues|dsB%_HYhC9Op69)oS5grz{e=_Sv3>Cq4-Vc^8uzHW9HN5i9Z0MsNe`VJF zZgG~PtLdoqi!ZKDPJf{UxUnPuc=)RP7N%#_)z$koeX|#Zv^8C^i}~<0#>P461(~W_}$tF+8;iCtP))-EX;s2#Dt89 zK)bX2l>AYg4uuMhIZg4u$Lg0+b?O8=p73 zfI6M;_E7~5^L9P*|SFg+<%i@yF#%BkQwZ5_KuYt9A^-?gi(}fIH;>7$(9uy z1id$np$N6>P$1nRqM{4PDJ#|3)DJ)E$Zz;$m0jFnw z>=F?<2dHzf0`?-Uh@2Wx2p#2T;S-WM-m-7w<%+F3rvC|%C? zUnIIP#e-G<RInmM4wX9c^YHZsVufw!x>a~-L-SiR7>4y(hO0h~g|NedV=xI)V z{_~(%@S{7|{Wv{hRu@6<+t}D+^dzIu$pg4pffO5dqjYLo9`p|e;yl z9xyc#S6m+U1NDV2yAHRP@wIjw)|ES8($D z&T!?pc=gi%oIt9XBp@fIGMfuoS(4E&8$Lh}CXhZAG&=}9id72M`bX=V0^d^HOW8Gvn-=rwS#y*9mnwBsCb zbKsxY0CuLX&bU4&bf-VhuZ}zS?{D?+kf8-zqN`W;U;-}$!Hhsm)Qk4`TMRdwJj{v3 zZ#ty{GNjnKa>YmG>S}787?${bzqI8NcXsW*H_dVmkMcsr;^Mz>MqKS)DpifF!(2~q z5xRH5=-yIBaiYw|pcj{s-wZ`Z6-X9Apix&;R?b5UgyAMFIy*ZX9UmWt-WNN#e_K#6 zVe#a7Fc1+`=b@F}*Obj2koZFk$&hwK$may34Q=md^OVc^U$&I3c6Z($vjAH!YZ4V% z(HYl0bxIxMK@uuUUV&xxKLxw?>il=|f=s;&yZu$UWU7aAKoCZvGJ_q5JXjDC_IN%6 zA#Ts3(}F;)88T=q4Yu89MHYaZ&Ihy{J6G4GXDfwse*m23Lz(jgHDY~T9Rt1&-jJ#x znw_f(xms#+0QVXl-1{dEYkPMX7Avn_oo;=cXaAsGHNPdfr);3Q{~*OcEQtq8zoiu3 zsS>7!WCTL&AuO7}e8BEu6k0`sXf$6Y@(fL&un7o6ynkYC0Z0XeC&Zr?+e$05^G(`#UNBGEG(=|SNa=IMa#;q4QAcg z0W}{vGLjsTxMFWiNt%ZL9Bge6iL)#pM(~0S5ar}nYXb(itkjtgSvc>lW;aDZLa(03 zVX&M}^|%zAzl?jk8kK`6W>1s}fpxW&s+W-tRv=>V6*Or9pRJS*=nAWJRsxW zfbZC$GV;NiiUNca)HT%TgbQ5YaW|<1qz?=PQxhlF>`7X${mWVxgKxSk99X4+O0=}L zcEN)aO5~-oH@nd8|EA3RT@eMFg%C;xyF^V~hFEzVA_{(WLR|@s*eyV%wDtUV0$Bex zI;sh<5Z7!{Rp1|of7KrzAL7IE)j&|c02P0{GpdCzgRTqEui-h(4b{V$)Q()U=5Jik za#zWM!$7Btk9=B8rWaMce~|Uus(ifHtaR8Sxay6*1~x(Onwo&0EGOg!^i6cU4veWe z40bsJ4nayBmQiCJxx{dwMW$Lv>e{xNmM5W#|NR$w^M9xH`;Up3WjER5kS4)lkim$c z^}B4_2=!~!ZGb24_$9;R@MzVaFZyIn5U%C>rM_Cbfj8h30c-B`;@XdYh!izqlA z`R8-eFXG3RCI4*{|9R=Zdwc%)kN>>-T`r)x|GW?{aA`)N{GS)%1%)nuuHyf^(|d(> j`jr3sDgM82J2A(&@cDT2*R~yhMC$Z)jI?vLY|s1`#gFBu literal 41200 zcmeFa2UwL^wk^7~#Dt+N1q=uVBq}Hd1Vt1@-5`=P8&Cu#BT+JD1(lK@APOis2g#dM zDxe@iqLLK>$x6=Lv7kDfbNbxdecw6vz4yJxSJg!m_Wu9%uQlhGV~jbuFMIyX>Xn;U zQYe(w)U&7LDU>CN6v|@NWcA86N4F`O$OSew^5eRQj=?2pE; zJrmc){W9Wva{J3O%k5a(MeCfJINb{_uEXWvLq}HsGRwlJl*Z+Ym=``>^^n52@Y$Wy zt_%yGo!ptfc>Xij7wdEu&3~3(u^hKdK6I`uQC;|K?}5d;7e3p#`Tu{pf4p|CM>s`A zY5K3!zI^$Teo*GQh_zz6DUF`Sz{vd0_>j?;*SFIT+REL!dpAZs)iCSY&zEr~O)dA5M4XZdF7flwZE)AD*M$^+iZILCtjyoN+3rux|7FfH*<+e z`NupLmzo4^?Y1J1x}dq~&fg+&HX8S+UdJNzZ&XoHIcQjYcC5w4<$ifzUtiqmhnwFw zG|=C6rWLJ?PY$A3b)hAJF7m*h|Ppb2OJWnZ@?`rBRkIZNO-VlBAfI0 z1^-fpIj_*eQ|e5I4)O3%cb<8q_)5Q2G3la&oxOdu-B8EV!&hGp4i360&D~&Nyp*Im zJX|Hi(v$JavNhbhcb{{1cDAs!^$iLNy0ex&{^qi^%!g;kf3~GLr5zO&tx49C+M}Kl z`Dx0yy|dG(_n$E7IkrvM#4^hhk3NT_X|Cb?~5)$Fa#s3k!?t zbTe%{({m1^y&u08xcmJ6dvHyRN(_E8?PtXK=kn&}iGqTH)nQUBC+E+3dcpYxtCqJ1L13R&;jG zwIA(`+J5p5Hy@wW5u4tM6oaba>7nw5!be+#&hzv0V<$bq>L=8vb}jJ<}pAcW&09CR(Ya-;Y!JX{1Ga zv3icZ_2V*xqvE9`?#PCh`tL9La{spHfeWvfNCzHOD|xb~D)_`rQxO?0tw4DNg&O>y z9RpwVl2kV^GlxHW#=1uXf|OCD}1;m;=zMe54Rps zHp`s|H*vglDfGsT8*Wxw)Z((TTF+fl)mhd?Ce7KOw-1Zh_CM>(D}N>&^2g0(J>4}i zl9H10Sk~S`wj(wl`a6|kl!Y}F+zVd*_+gIibygr}xKi4vDbFP@&}G&R4?+gp>v^-+RV4 z4YIJXaIv$q=gdy_*tD@b{y1^__HCw##@hVirly>HCJi4xm9&|$*S8t1XQ%CQe!ON} z^TmgwCQ|NAf9H+(sP~sDBjrLknEIZUJwKw7H#bYy|KN84?<9Zr?7hk1t`PisH-33d zk$TI`H+R>z3?HRXf{k?;kY%{5_%$sc}P^bY<%C@NG1@jgo~$vQ6)&7w4ag7_{U%6_=JO$;$rTPaimT_vcm-tBN!1 zPKu$H4h{|t;=#;&)FWNyW^pvV@WfaT1<&DB?xKo1jP9;%yj&hwgDsh2Si_6oJIf-V zmC_?nd{CN7easQ3k$xU~(B`|Cb+>oCX68$$sZpN2dn@A0>+0$bA+KnyPdW@yy0JsU|@WjNrU0rd+VY#Gm|xGG#`KeD6HRxuBU;b4$7Vfut~&={LY0hR?(s5*w@sq zMbuqQvT}Y@?3PGveCfh|YokPqnBRW;&HL%oXlz8M>7PY5PB`iUgH_WUQIbBqp1os_ zvNrW-sd1fu#+}$Q87kUy*v!m~TKV3Ki;-1Z)!{<1uRua%B)5cwMA!F^A?kU~In29N zgA3eQ_>j_i>Jof8CdS9ldOl(kjdpc)-BLF3@eDf;zV-3r$ESNQ+@NVoO1fd2$c5JP zD#vnry$|i}HMX;}W9qS1Yq=S%6vNze7$I-$;#!>MRz)9PCC`G3a;Hz-u!ym=FW!g#y-RaG;&Sd|2=Bo8DrTP_l6S`|$i(tJ3a#=qRP=`*U0mDAL0G$}P{ zGM@HWRQclM-2>RG7fY4mHH8@%7`j^jxGABvsrJRmWd}_gRdM{(a~(5jEy;Q%-p`)J zBGSa@7ClO{Jcp67gdn{P$0GMFg?dTUuCndwK1|HpAIE z?|Hy++}zH=!KlA6vp(^{%{Tk%?%Ld@RpEp;h#vf@uVvr0D>E~*tKC<-_WCc&SSN>u zh8SZdJP`)l2L=-AQ;k?A9C0W8g?nysduCd8cE4FGR*l0vQtmQamF9u%p3ZmlsAg5T zbX9;^Zd6LjfrBRXic@0)bwVwUAwU$B+sAnx9dnwDJaKcW{aBOjNR^COl!QC;Us5^% zgwcD?T?J1El8V?Au-J!88zYO@U9!&>?bghY1*)l1kP!_-kcz(AR#=~I7Ni`jx*a?2 zuB>6PH;+0(Vfgvy(KumzhYzcgq|_PY5|0cE*EENk=F6sgPNGM`=I| z62>GF;Bd>_tO}P*U^Vur$(Dkt$;s|l<;SX!bgNU1R7QF~E09cPmNyg5?lLWh*Qmi0 z^Y{Ggzf5+=Bvj|Q%cP6_EUdXS5&G|o#BtxKk&?a zfg-}5AF(xjeQU+!H!m4CTFs#7pMB?Z+Z4wMi_DCS@2PcK zuO7x|wJ-W6=t+wu9l-*X;^l3(qqjoU1E=^iFfRliyt8DGRYOFL(HIn}xt9EGorZYP7#828+^_ z*%?^Xm}&W(R<@_BE+I%cK`U-O*ZEJ%dz*NGN5w`u0?c@E?y>9WA)SX7BO3#rb>&X= zS3TN#5!2% zz}GhdFGRp0P_!c5rZ2^Qr2B~GK1y)x)XyUJgEqaYIpbg5Ev{b8j2RO!Y|hTaqZ%$d zGVmS9EzIIkZJb7olrO*i&jOYa?9T4{T!FGU1QwQ-KzO?wI(o)_!_6W7Md6`#S4DWd zDgi{Y-MC13lNC~{^wR@WJTV1#<~?fxJk>1cK&!XK8OExk! zkk>=baA|1`fSA;P#6tZ#%}z?8&d<3{^vwqiIRpd*=r%oV*|xo(wu_00Q7c2KUI(sz zJ=NeR)O;-@Uy0^v)$w7|E>6y90F=QWKe!82=3mFvs;hEWSVTk&%7tk8Ft=AFCwR8y zXWiW@=B$agv%Qj@Mw?p_`u+PAi8E(d44U7*J+*qPNXjY0CFIwGBbf!XVsTCm(^q*f zUL5Q235Wb!e}8|4R<5I+##~&aMtXdxkv1!8rJRw)C9dz@oyB<;p|7GWEgW0o8t}zo zaenC!(d~VoU!6fokUDeBE%`2`hpht;K0Ev9-O-k%bU#dftxU!hL!!Ba8h^ur^x-xhB67hIw$ zFn20I`*Sgu=6I)}j#AH1;IYFYfARuHmZ**;F8XEZ_hKKu$<~`|jZKjMpNhHU;$dHQ zSiF7Vh4v>cQ{HsYVboYpPw%toy6M3Z0iVZ@w^Q*byt8w1m^N$(MM^Vl%(yB7q}E-R zkZ_xkg?H!9lS7^5d3~D^!rR;0LMkd`Z{NAoJnCp0;xJ->`1oi;1C5qwybK*358vy&pxLM9F`? z9tkTW5lPbf~rOksseFe0Yl}(=<-E8;n)s4$5l$8bf1M?zd zXViA3iGR2x*koQH*H@n^_3dbx{%X6Gj1Ki_CNW6N(SXXf$+0_lVmo}b?5QXpfn001 z#-k#mWTdOHoFjD$N>>XTVQz^fs(X)?uM8X<{D~*XkQFMmOQhx2iuICK$95*G?zWkm zI>W}sW>_8h@%iqkcPnE)*VU;YvDju10+Eton|S|-xv#L}c%q}DFeF1Sup2zrD9<`=I|S%cf7gm38Oo2fu$dPOI4jE&*qo>dDNn$^GiH@zg8xFXGfX zQ=bF#q|Id2_c1=yr{6NJxm@p@5Ml+ZKb*$$BeSuB>z# zYvR(@*2W3!{*os$k3YeamQ9`(5ShC~_Uix+|d8F|)dT~+F{MyyV`Zr%|TaBw> z=^7!cmfv)bNj0Aq4iGar-sW-8y!H5Mwxg<~#71)CpbF%UzZ~sri172EP*;E2>^xS@MyZ-f;T6h^*>c<^#@ zok3Zt1kNhuayc6zAXcnc0VX3=J>9g=d{)@9<2!(oB8uD^pj9V;LiH@GsLIO96y2gV z022MDeKoLv(TY)?DCWpJL;`cC<-Y87dV*xSW~<1%h6W8(O0~$^sh8gWW$&n&r7Zo+#=ELT}2+YHuF9&s@ z^ht{ei{$f-ccCfMvaIC5m>MrqmNWBDQQeK*sBr%LBSd85FWGAFhI*I4&ZJZjW74Px zy6aP8fd5{8`*um=cfi@b*8PoYW;r8Ia>u_iHtb_$-d%yvGYlNwjoQbDPN&C}Z0EEl3NdJqMZ7JgOfe z$j^g1@OW?5?^(8bb0|QqA@-2u`SUi1Z4d!$K;F!>3%ESCGEq`7prd>SX>fp^hH|*1 zpg^LtJgDx$rv1Ij*R6X$$)Vm*#xZExhkg8eKtKSBtILE$>Pg7s$4R+6hN1@i(@JHX zMN2OT`dfh^-QfX*RR=&^16mAMCJBa{5Lo?rbI$au*hv6e3W#FYzsOT7;%2E73=?kobNutAZP8s|L~0=m!um~@x=5pwAp z85S{1N`unF6&ZURlz0#L`+}5_-rgGsPl}vlxzTd8SB(bVF<<&)9H?~AsESeYy8ub3 zS3Z)>#xx+TBAcbw=7w1uIsWDP5Sl1nAkEH~`K&ea3ioJ-K5% ze`fpmEqxM1CGwWQZgg{Z=lfy1$a@b-h)GFFpqs61HtE%S^C)j>~1wcq*UO=69mHm56VfOl-H`HR5}3?cFP@ zk!F0=;vnA4^{VQ>%}c%485+Y5nbd~@K}VuisL!;F*eqlki-HBv|D&lUb`rRNh$gx% zU}?&h5oaeV>xvTu}ObgvYKxZRXNyaW7BLmA&a{zREiG zd(|cVPQ1?F?D>y_*;BZsqp|dj)U?cESMsK(u;l^b>v>FGK>w=}-LMu1&Q2 z?xHnhG-kMe&96SQ*3Rs}Kj z9S555XxQSR*s4^|#>U3siO!%NP$pH#tRn+1a~j~9ltA|*OoZTM63QVhYj$=lkMLNC z<~4*x0VpA%TvA4+4m?gQ0@&xAHFyB{h4Whu8CO)iI9Zc;;Uo(5NVAq)RF!rw>MlcU z>aL9o2(<6!8R=_K!R6J0jY+v!u#yl`e7Nk-&HjXU|6g6t#c0o8x2O9rKO!)^zlly*7($4zVLuj&d*w!AM@Z%Iu_w!z@4q}z=Ne17ww28a z2Hvi$bDRn(gdKDT7)QoL7e#jg1Bmh>eufw1w+K2GPJPP685w&W=r31b}cLJ+(1+|-v z?n!ZRa+}i64$DbB+5Onp*B3B89CfVbdd_p)=DI&g)*`}K?nK9yf`S67Ct!%#Mjg<3 zJYapjxMXT^_){&~C6(gTm562q5s57DT_a`rfTvUA<5#fVK%#s^g0TAXngL}5_;rY0 zQ%}mQLw?>a6+(GKxG3;5xrD5Ujom#lIa%D&qODu_;3FQF`%FDqvQ|@_EJmA0UH$_w;eK%tEK9w`A`x{$R?srqSJPaw~~1ZLKZldhC3O zI;u>3%GChWeWoh=H-kKU%|~9ABDrZ1^QwpD1hrBqKQ=&XA|D$!^PxQWHwBakot1p& z_@=*MY1@HIf5p;=%1M@^cyI2xv7(2wpPQa>`&aS>3gw@ckB=_=hIySZsyXC|=d`7( zP&BMB<6ji^U_p#FS0Uef8F89#zd+UJu)_t)<#EO4<=iPPV&&R#{ApP?nS@(16*`~M z7LywzZ{Hg484wWjA^V)&^!t;6#{$dvJ0Cfm^AM&ld6PNbCUM!;Cp6cvw~X>#Xu~|?wQ1yWwZ}M zrk?$3WeO+u+?0GY^TpyXUVz*=-$Ae=<;;#~-KMCb$9dkF~I{hlkR8ao5La%O|b zT@*h%iyF^eeUs84aZOG{vh9^zeShIolzOfXTmP2dHf-J;T~SeSk=+FmoAx1(TS!|d z(^sgOHzK?7DD9|2(p%+wd3@Cgp8f&9rvWV&CHuy9Sc^ zecv6Oo2<**uyyMm7Z(>ND4vAwdE*Dd1Jpy@sWMxESE{@5!121rSFBjRLiYGs*EQj6 ziqjd_F8kh;zhq;xC_jgPK}+COiGPMDqoi|f7ZnMr4r!9LzOAjTCe!k=Qmm?6U|^vA zk3W_jM8qX!LFOG4i#TDKp98Ng`9@a?1|t3>>j7~N}p+?IEnax zK6lr$12(@J2E|caRi!`_tZUaYut_+mSZA9~O~iZ-9ublH{>~n?p6uLQvA`h|PfDN= zzu^kOBy{0|Kcb>_x9&rE4B_A~5f5;ML;@o0GjPhMhZ@P3?xT#-vTOHQ+zGK+0f_*d z%<8*id-?g#<86IBJUosbJz5>Bwm;`*;T8sGt%bTT8X>G3_}T}>90aA*D<5~zuM%+# z2}udMs*ixSmdj*SP>RkUH^j9sLxDtT7{;p<9qBkRXjl<^z3{=N5Xd)olc-ecW?_p^ z5QF+t4}{E`H9@;7Li4^p6m-;1zWnIW1A+mGIImaoWX(YmEi&lfZq1W%cRj#IL_foC z+q_9~X`Jf@eOv|jqnK)_1S*WY5EjEn%c1We(0sSc+*A-!r0LJBv6~QN>!JC1g*sx^_AJrac!=xzv z%E#BEEp3Glz1-d1Z``~|id)#D*@Mh^qf0G7yfG7A#Joi0a z>KUUy-mLBUa+f{rVFGH|$J*K#(%Da+K5h8s&T9MasEBVMqaY%m2EZdq4N{hS${BTK zRVz?!R0X2_%7#nn=J7 zz!%{Ki1(oeoLN9FBufhA!F>w$1I^0965^7038j3=h1dQc9@;!Qbd^sPxi zUz0#aF@zq*L!*B=N)Q(jBxYx(dWOoy(o^T!*ym&cM%u&9_CX`m=4yf_p$`5@=XC|acc zY9EpyP-PXH#^X!#(iOZDG}%j}ioG1sbIhirh)6)}NM+nFd zBM=>fqoZjt!hfs0P5OxBGR}Io5(L!&yTMBudksm|(FOLB9Fh@85TEL`fod6+Ej#jo zoa5I1{5`i^y%v~YFd7%P;`|?-uMEd-KwNKfT?HOMq zjH1=QRKH=$YA5g>p+9*QBZIMQRq+XsAqhbYRiRJ$x!M~ZBUL@?uWwf%Z1AEMTC`|U z+9(j@yV6o=(9)Kw>qaMg5=ub0kwraeg2Yd@HKU`BbRXbGTuals1q_E`{6%xtAs%Evj@oDMYWU6D9+J^T5Zpdj2p^&K4~}N6%Y`?H%V_5 zwm6kHGa7JG$1(>eu?xjIj$jB%VAe_CVe-gHL08Mn${GuG$^cb8XnHKGY$GSU;Lmi1CFW6bdGPe}9w@-c}}I zPeCPoZEIs}EZQw5rX3*@q>Si;l)^#HGXHV|#()<@sjG)C2DNtYqnugGMB4!^+$3S5-YKywa}|C1iQGQ9@x!-#mNsQqvx*rS!J6Jsqk^CCWu zuw84tezE3&)1(zCGXMtakYGqyL5U6(NsFkLiV$melzM?dLsiTToPnaN2GXixriC7U zjCcQj1&|@!R=*59+Lqeiy}UxO zq+KZZ2&)bSmrxX_oC#JjH8llXLxqtv#p*rWxe2S{dexk9d+Q|-WS$&%xk{TJSSxvr zFuxT`PHVX`;*~l8V*$fx5NHC`gE&LPVnhsDaCf9ax`iP^M%#HJ4A4UE8`n-}n6Anpzb7|I?i)`I_WKPCssCG$>C0wszl+^UolqH`rX6SX2vvaacRBwrxE_%99DR! zaN%wPR{0G@pf!9e*I;#R!@l)@^`?Y{ zg>}u0wbT)n4OXs(JEJbow0Sej_meZ!28-jf-H2OQ0T?OluBV&R1|})ocyVU;uzW5C zwxic%i8BD(-YjD<0tt%X6=F(3%_uy~GRAYO4(7^eK-&nAM$txf@slXIQ7Q9l` zUB7-m)tTDel9zX~1^T?L)QD0HG){%rq=~r9LGJ;Egc9GoU!u%%l(5k=m|RbBU^}S4})k1J0V_^76Vi z53zV;QRc(_$T`Zuuf}3$PMtdI$q7mXiT6`|0`?R!fMUzoclcj6wV#Cr2**VU&Xd#z zjqix@Y0~NLJ8&++6q-}$Vx6O$u<)Zx$(p}Ics>9zfMW}8K< zBAuuDgdVbsHOCKta;=5Kg;-_47JT@k+M}fcTSgM-X#xR(wHhuo{*9U0u+bC8$Pfay zP~3=3Hk3in(7fq(0fu^5o{>G?X-qG8el#V)`9MBL;53^#0oI$U}SaXuo35;%W8@Msjy1CcgJnbPM60_@?Y{ig}c37Q?|TD@`a zaTFPoNFZd_;Q3Qwfb5nopGnV~k%m{I0!Nl< zuMR%(3zVp6z%n8~1Ix_ION5?j%t$hs4)Hh^y+?$^!Y!ts<PMmDB4`S*aA}~Z2K<}$FhW^F0WT;j>OnmP zDbnV;j7l$j7(}k!vL&X(SHK9gQCf|D9V2iRVBx{bWvs+8i~>#t%Wl=*C`@!#a86_jYmP~JcN|gBl@r_8GcR<(=QKRS03Mq?tb`f_BagU@BDfD1ZAnxaPc|RQN?79He0D3*~uQzxtxS_}* z5t7KHz^?|UJ03()oMxsxk#umf4uYZ}TLPcfVTFc0T&7QgHkUkiP7x6Fpl!dV=-|7Z z3`zJPBtFET%w+fBZbZjEoH7AMp&L z!6|%P>_NmLEawP(E+v-)g&U7u%YjN2gSwNrpHfkfgI<3ROa}0?dB6UHH=R8;8%CX> zOq?bzPXr1dIOb6Qz-Rcbyj-SSbnIDE#}LjUaf{9V^l-U?s85P4!bXDI{tjxE|A%EO zgik!J`Qj4!I90EN`Jh4NDYC4Fb@9@!L@{p+JNM*9px&CsJ4pResC4SHtYh8;iWY1_ zM2KKdn+tZIV3B&&*zk3Mwwb4ji~=HcgulykQ_ zDJ2y@WcR!2@aB)|n{MnZ<#}I<_bTiBk%$A$R4o`;A)Wp(zo6ju57JFSSsvrGZVAoBpAUpS%-3GS>ae{Ti7fbczmy6hhS)kDn)(`QR>v z@w~zdaRzE7$f@U=D=3GPozD;^$Nbph-G`-71^>kn@;Qv+`usn-929;s?jYAg$=G!0 zDiQ8+bN_vfCYsM_l;U`JWw4334;)a0f?viz|E{uyz3Ox+x|ane`KGBVs+@?EF!9M0U`2)hMJVe-hoSvRe3&8&%!$|fK zvVihpjxQ~98Dn|7|4sBsNYty9zkaWaYtf@S0OgF!-ff>*Z_<~+CHoUF{AcA zDk&>dzP*x3@^99%#W1R&z!JIo^%hY{5M!A{`ay40pdurrC9#IvkAA+K3VQ|tc@PAW z9ukF;osTy z!P4*u390a@#1q>uzS2_Zw0+_AcI0P8n6%{5Krs+JM00?pkAn*4CoPQ_6hPbzj*QgA zB;-azbH_1i{AfSF?)f?I@u>6d9}%C$ zaOdy7WrV~{dJs?-Hl&(0XRCRV+@-3vZT1b+iVrgG*H>thaJI4V5xkI{Vr z`vQF20$ufP#BE{p^J_uzhY!^!*NS47a*~{#?%4mgM8+qxomdKGzoO0OfK9#Xgw3#0 z0WTBM$*O#~zns_Zp{rh3It>JtakdSK>7aGDqV#i-RByh8M3iw5it)mY{=*>m=@-VZ zI}yLm|FGnGneExOzb=H%!QuJHdOYe+PQQ=m*8iqN6viniD1YqOv6ZV=DYB{=|BS`@XFEvafl2gK77Q5+f|cyNj)rC-U7NV3 zuqG!zm&v1qaQVynF)!C#9Cj?h`XcbLxa_y1NL@lW=@ zmLehs_qsiJ;0-AT5Dw9=yBB&NKJ-4sr_xi77^GVyTM!p2luJozlqZXS`2`v%`HA2M zEB}KQ_IA%L@-4V2{)u+mA9J7RLq8&m>2qyCn|>2Nv|Q>@Lym$GWdXjicV(+#U+pqVI z4Xkyx z`Csqj@L$`8S^wIF{J(g)#l8Hk`d(nl2**C$Rb`Q>31RLI9Ii}kY^JtovL+voPPr;A zUBh-X5`tq6`oZdR9MWM*l@uMYq0d*5>;o? zF-XWT6rmr{WMhfq-+5pbwgBQ&9P!PYmOy>2jOu)o5~&5ac=xe5^wVkQXpEGM%yl{w zauybY9^DdzSYQ*iC%gd3s?(}!pEnAbK7+OL+lYPphgndT)4&{(hZLf&(MGw?i z(3(DzU6{YRpka{i8a)vd(8IDXufn}aJ0+8sV$La(eJ1dlM`c z|EMTsC)dUbl7@#!Aivr+qVW(13*o;(rW0>jRfJ3(hz;Y|-*9!#n>KAKE-86MU)3OS z`xH+Gw<=O4ZmEH|%V09L@m)koTmd*J;yj%Jt|zvL^p1g)3kUNlr|$mcx?fdN#UuhrH57!R>oRbawbfgTSYplvszmlw2C{yHENZ~vgER^~re-d~l(Nk^N8vACfQ7pSm9N0r8 z_Op-&$wq(3giLn$%-K`-qN^h>+HNwx$C#yKyMjX5f?s|CNwEhTD~w4VzP_aD(0&48 zh}T}lZeg*>!MM|()x!_!|0G)YRG_r;E>{cy8@-v*p$x5T~36I5~GD5FJ6x`6s?_?8|XBu_WbbGuTQlt zfnZ51hMSw)pswD+RS2!Q^XueCqlBDra>2HFQ`kG*qz#D&DmHOU;i~i=$l-bju?JYw z1#+wsmIzWKfU>CRA6$4p*6WlK57HJ&C_0y^hL#j~m?8U1!MLN+n0~Rqt-Cpg-fY*o zmFSeFLeJY4E`Ve4?z|XSefu*z*_z;##fGXP^fjanC#XW6p+K`SL<<7TiF)OdW$It{ zDwYplAbMsrxKtb81zchNM(5c=twQ;yBiY{vM!nsTAc*peY=DNAXqV|WcF$1kdm}tX zV%94qj~yR}rCggB8qbmD<|qZOO}a#a1$`bB8F`j8XRLNY?;s(0pdjj4hW&ZbCvef6 z=buI1ySJR^=cefzI45C&q^S!Up>Z^tq41IKzfoNE4k1;(L)*^XoiTXd&8-rwYHGOymhr#zTX_UeP^uDT8*8!cM z^k1M6G!lYkZT~_>%$L4JiCHD>FDL<5Srw?p6o)a>`3}@n=NWqvGT=g~0mLeYG@5Oxu(6=Sg{jtct~PiUH+i z^W>TmbTA(dqVgAR42W6SLPG0NpAoY!QABVe>Ok5nA*!KbBb6j%;dDBBnaM}d_Wa}% zs;Yia5^S3u`ND1lHjDV-CcnB1ctcBqirbCGsSM*57z@d!CyFJsDJz(OyT|h8a!B(? zQ}@CfX9W8FQnD23fN114{f$vukJxCAmV1C+<{=$tWaI!|dskQVkRq{}5PKRZzi<^T zI|(LUMOo5vWjCa66a;dSII7`QvH$k?%q(3DVGZ>qZ>8?~sUqRI0J{QFzk%`o{`bw68$xCI&xZ6Qr`-J&=a_7aork@mSJ$@Cn&X`-m9)5o13m0A>MkuPPMxtORz8)Oc@%cM(bs@10{RFZ&a!Tk*+tb;C zGeL4bGqbWGJ)sEn13iAT4q3LmsiuM0BB;}qq>UA2(^P`a{Hsv#B2mcc@bDL=4M7(Z z2U(eGOgC$QeCkwFSLV0xBs9NqxlVAcB)v+S4B6)l+UJOMqfHqfODgCn@?h`yp46`nRZ`A2j4nK znn*P~2@icwJ*0Fi`8bx4G`_-rl4{bRj6|XU7l_ge@!KV%Jy4~z%h;jN!sT3&*4f^! zw&1^`9A5oriaTW1918~p9Ix6}gXZ*^UK=T)ROMT<{wVl{Q1_Tke+CZn^TfDAY?8=? z+I33H6O>TrqdT4x!qjNq3bq+6V@cJ9&Uyx|`Pa$r zAcP|dQ7KQT4yg#b*550>MDzVwW_`Mkl|jiA4HJ>G@F)6{GhERO&(yWchR1mF#_#QIt$t@GD*uclqNOL6xf{*nWSM7CmJ+q+yVs@ z1AV71mF>RL^7#Wf+ph8WcctYeVz^^PS=nG$R|@)fzr%W=q^MZUq_W)+@9I39v=-E~ z^b`^dG4hixERSRJH7~_=>+;0n3OM>rW~Rtcl$idpmcNY3X=fsj>)Matrd{)QLuoX} z56eQq=$$vg5d?SAl_Bo}lQ{Xlt60*?FQqq;+%Teo8%GwJ24N)ur814RTWowwluYkz zPF}g4{BVAd>g^vLCtTal;5j}iY4=2MWSjf7C6{~?o9-T7rrB{w+G+4TmxyJ@1K2%D zdu;umeSG<=i%e`6wbSb2X(MRhpT~gswfxoYe;Ew)caU6n&F=A1kQ(T}+MZCymr!S9 zyHE>TaO$0OlNSo-1(n(_-+CFzpq1G4q3gOxPi1NH!_qXB`7-%2W|5#ni(WE+ZQcq% zlt+KEg_%exRDR>2mt1GZDZNhb&ys>~t}Z2^q8xfR8KFm*E z{LOa$Gs-_KCJI?qoq-Oahqs7_2lIGOj|R3 zPZ;wd$j5(OaYJdZ`{$PTpSZg1e-@7amkO@Ghbap;`*$y=4m1)x4R`&&D@Q;*l`TX| z#r8|>pJ*$m!Hqb3{jZ+=zFU8KiT`fL{U4|)|G_P$Q0R=uCx{Ib{Q>WKMv8kz>Pgc$ z*#^{qS4lBXb8g>$0_`1tZc6S5>}Ujf$%Pniqd2RzlsMIIjI%@tqA}rstGk4Q>j{FJGS6DuhY_{Vu4}$mJgw zZofbFZvB8uvT8zy0=- z2)NKBJVQ_1TpES)hm6@M^_h>At^tb{F*~QgdD;WIquv8%@*E!V$yJkXjq%Iu5~4zTv#%f3(LPqe?tod45FiY4NeWYn9{_T%P%6Lj&e(E(vduJ zxPGHd=1<+&8TN&deSaZ!!qP~TRa{-Xa#5}HH#joTk(*`g03aUQnGms%#b|Z9^GMLt zbUx(<$~XMUofZeuPAZ z`;D*uD|j?HqqcBcE$);aPC@h5_X+)TI}~W=b0ZY zt*Dh^x8Hz`w-P2J4l0P13{t_NKIs7tt3kPf!2mB%n(?3)3cSxp+-rh^bgt5JHM{xL z(YiL5X@%PD#A%eOTw0DlB`}Ra%2SiyS2-#X<V_%XSbQO?PyaUdQEnnxwx}f?xb_uoYGQMT~4g z{Kc7J0kPCTk1`Kss}m`-_RrCVvPz|Xhj0E$PO0zq{KXXSOw_daW!?;lMDZQsz5Eg9 zlvJz>c*^<(SvwtT?ezM~vb!AG5vN-rcu**5EAB6s^VzJ_%m2%ot0!0%YJ@csC=mXo zCw}~eR=P4=$%0$T&; zfeE)q_tG*2=YPT!PRAbsq*n!Wr;YE0fL^m#OiXNHX6GGus-%_lTNtbS{llTOE%G#bk%$G%Trkzi?L9Vl>#-mIv!pR;V+ zTM`P*oBkt2wJb{Lmz~k*X`r3-cereUuZ_Ypq)U-pD*Nc#d>!wdwnv)k z<<-l-%$ZzA)CMi85*oqjs}8?qpe54hBW3>TVw6|&cSp$|Bb$MIxc>JkB>wGNmIm*+!Otr{rYfgZr}lp-^sX-Dr>+z5EQ$P;>G!Eytf5HpVA4>5-qH6!ZKC z>VM-x?4nTqPiQ{>;Ew)v@cK7o2MGyPmKe*7!V#4|#i968K+{kEIk@jA`(hh?m0tM& z5_Ip%9%g(t343qNnInr@?^c|rjBig_pRwszokh;xS^H}Gf1?~`?OWo?F23;XR{i6y ze};m8_$=pFiwxA{==wJ6bx7r69_(kR*NFhr{=7s%>vSMSXvTr7ZlJAUZAFR}@w$4t zbIwUC;LMe=Z9U{DH-xS_+ftg6)t=--ak8p+x(}Kpf*sW` z_kuJj{YecpUV5@y?IqwE;_$R9g|V&)=yU|kbTptXri!Nh*{3Q@?0T?ec0mSEhFU}p zBxds z6TFI#p>-|PI>EwseKy*b<;CcDy8=VVQ=l+Vtlv6UE^6e?O%VM#v+)T)J-Px7(8ol^ z);+gvjv^yVz$Ar7f00?WeaVlU_-ci(l|{MQ^6=0w!K984`GonIYiI@{^S4M>Gnl^A zt8J%=yAwR2-q>9V_j+9QqD8*iTAKAwK0pa2l7-Ln=W$Tlx=~+{si|fzQyTV{7YS|D zeE{t>w&!}xNFotfF$s}SbC_MFF6N39OcbvAh0$A=OqRLEq;lojT!fvK%n$+ei@-}3 z_u2HoZAfgkpnXd+)V&!N?+#|2%xk2~US^r&+e+pm5F#CYe&}IbOe8*Dkjj|uI6`Ko zpc4>EF>#$9gj74zt&&IDp60tfH2G(~afyBTx*_AbrcpvPl!Eu|76xeNCVe889(+Vs zNOgj?7+<3ny6ea^N}@Fptp-<3xO(F4sq|@JrHl@i>UCLUN;b((#tS(%fXp6-@s+fv zslf4%PO&Q^kpP$8fe!t`=q$KG5b-|LS%mvP(x36hepRsJAVYJm!|E2>+=M+p85CL^ zhaRFkk#toM=QT<*B?zftNx89hWJ%yyCyPW%G0Xyr!O4IoNx&`XO%IrpA7^a&^|~&z1lUwVPpSdDJU?nT7`^DpfP0%{4l7=tAWJ+@V&y}x7g2Rc zcNco>8nZt2Vp;<@lo4WO#}wiD{thyigP5|3hfQqy%UaJ+9Fdre3{{LU2-Ujwg&_xB z5~L9nZNxJZ%9Qc7q~VQ>9Kh6FYD+33!kTh9ZxA2NN?%W}E6i6*9?^jb!s@!6r>~&U ztQ~@XiFi86^Ui_gfH?B8w#1%DpgpOY;M3ei#peHrLTG*}VawcXI&s-!Y^cjj7bU)R z%9LMVb&L~fq{AE(-ebqKJdO_D1Bsv~%7WQlq#?~q=GaI48wJjSH1STN1uz~(KZ4>p z>~tRvX}`TE5N#&ku+Ii#Ad#|X3Vhrc*2xV4r~CS%d^N|qmH5FL*#D#Pdeq7IJwHcc zJ^9mi`i{nCdG9-oE(Dcy(y3Eg^*<1}n zW|j6+=E&1BfO!;8#$#Uxy?i2})fs=#dt!9S#i|VAHYhPDjS-0e|l#NmmF74@?SQ=5HD^o~vcIH~(!AGGyD z=!Mb82hZ&j1aj}$a7ot+Kghh+_YvJ&fSc@afnljS01Lw5e+>r) zH`FwWrO2UukS>lJrfc>DT zUV)bD*+@1nd;mhwK@VYbq{go!W6rToYUs+Y;YX@(Ibcxv_SrF~`i;7=Q=aL~_9Yoj zrmw&tVJ}X3kQM1`NDsh;L+sFj(0&d*>>sdaq-q`wUf+J}_@;O7-+zQpfP zgw29pi~+^g&7}DZ(4Yc57Uo8W5C@C%%p?IEuzRaSH{(X(^67)3Ts?|mcx1L285mL5 zQ-e@}ZZ3cJkw8jDWJbn#van&UM^T#`4#mL-XFSO~3QVab62FJ&s2?QlYM=|)g_W=i z6)>-agEUH!33X(W2qK;o0I4E8yM#C9CX;JmLgGLRcs&`WeEM{uo}~=tCy`FM+KLYJ zw-VWRtkKc~EvLa`NCf!h8Z!GC4_VtIeK~i!r9+LhhGPWN6cXH)efQ`qNdnb8%{)Xf~(|WmFh$9h8 z91XKM5ucsXC0pT09BH&HC(aRd%<4Gp!4`+X9RTeoh#ifi3n!@#F`dlu!|2@F&4T0j za}_c8GZth9Prni!Ai$ zl7eR$+qL7QtC1LkM*GOXO;Vu}x2W|j&K!PT5>JERRgNe;Xv}=8#y|?mnqN_D<>wzK zelr-VQqyd^DkWfTs(@Q!zO4_BKY8{LMJyKHO5!lVyqGv79m0H9`fw@D9m{3d+-N$c z$CxtBrTc)G(y)WOP=D8IUL)-*WZj!{9D2~1P>VkYF-&inId7Kz^A71jA#H!2!y|Rt zQl2=sJE+R$%n*-oba-~{DyWZu%x&eBt6NzI&|WaIXIrNTRv*f4*Fu0c@#;JR2D9k zLxtZ_{)8C{7IGs4cJJFoh0a1IE0A%XRC)Zp2r>kPl-MvwVX6TB-~;+7v2m*qV{7tU zT*zEm82T~wW;PV~Vn)bJ!2BfkUNw=XuuFk5)QJI@>HFE1k?6@>_i|WtHtD8V_b5MP z6_&?K{*S8O1f0vY3;U+I5Sj=n5)CRuDN-4dCc{S3U}~47qREg-$xvue8Z=0nj8R)5 zN&}jUGPG4hrGagT=Jfuqp5y(#E1*SXGhuADQfvyh$I;(Q|Z z%c3?hAwYx*5cRM-acynFMVn@zHnd-hVuWE74$Pv2SL!$65N|B8-rU+ZCBFwP4un!{ zC>>X9`vP7-)+CH9k!IObVWAH@MOanxRLVG)MLz3^QN|>^0~T-o_BT=~?9|T}Ja~(d z=u?iG^~}Yyev17NFk;cq+2LVf!fLR5eD%l^gx@{u zS~LymjT2u1%`z*^Rf(n@Q0hD4ies>7=_L#hGUvvmKJq2B<4l%}`4wo~DN9twKvnFn zCt|b@GR|*xX`Sw-311A+P^@w1WBZ3oRjc-`YcZlbH@V}JWixkj6E=sFHZ&YMGyCvK zK1vLzsNOiYx(X)N-VO>sy$LtV*>)h6;;9`9*#6VYWn zrFKwZw0cdrpJcNKgak3pN-Rxoz`AELhnp0hTwM0(1GhpLxbXT_leg3qNQ&zMwU!aj z{|NjL-oBCT(0l)5O{>4Lm|!D32mm$0Gski4nDs$MTIO?SmebAweH|B6IK?&-zG+Q)QWyIg1N0|Fh>hY zW;+dW=kIom2O_8fwiQq5uoY%QM<=eePjfc-xNWvwlAE8%0cE8;qChs>tjXxij%ml0b%C~Q8$T4n#kC2bEv>_qn*TmJ|8V~)1ns6NdS{G z|K5uqn{`s?yygm)w;zZZ^Z7)~k{8B{m9_~(MmALWRgv&g4+nG-iF6ITD{avK3qKvH;FwXx_h}zX_ed4Q@?76Nm{4s`JxN&O z^8B4Dz|t$)!q&AEXHr7okaK>d?D6!JRo^V{XLcNE6(n702xW&G8h(v43BgxFKrfLx z^M~gM|En%n^-2#qFUuuxl<3ptEj)NoND*r?0z5aG-iEgsov47*b%R0_)gKI-E_ z(UYhl)Z2nIWj- zVf4$(I1isrz;+6{P%x7f0*&F6<^md&YxIG@md7;hW#h6yx`1myco%Joua?zxqKG_4m20D{-Itw_9=c#9g()7y0X}bgG?GA!qHRQ2N(viQeh4um`>pa- z0c#l;lNB}qm+(fR3&p5zSgfj&KiFNgArrH1ydf}nA-5EJQ<#$Bz-$c%SiVQiEOjk| zL#$aTIB}FHug*&#=N*Idl{DQr|+vTWH3=nOH3O<;G_+QLV?!XVx<#^C%cjOdtl;I(PP4+f0E46g8W1-||9 zwj%t&hB@wj$U2}C!jj*RW?(RljzaeFX-J8b%a_*aHi+|D5CHAz&5eVh9r0IjS}#ls zd9zS43*9wFb{{Zf6Vp!0{(4gEH)sv`iB#MA+#3heLClW+?LlM}FP@b9mdR;7Zy z7AY}+QXH<_4xy3$(}aSJZCb@;gxsZtQ-AI<`p*V7eoOP>n_s@=y*aRegl<)6oyeZ} zn+2?CRo(t>L(anQV&(=#{a-nlXQ$oBYo6T7UUxHPPM3XR_|cV8{@%N0F1%RNNE`3ojm z@GhIVT)|eX1<%l*;mtI^d~@ ze1DU;!{o?O?f(jQZb7Jk>kE!fT7OrCVR(7WkrSjDdC&YUmvxIUF25s<>oZH|(bKdA z6;X=1HyTh!UHJ5TL)A(_<7f^YdQ)+&?}!(${s&SlazL<4xE1GfRyJ=MfQ8L!f>89m zH+lesGaLbLDLgP2a>QF;-XA)T6GU_3#AipDN22I)pAkB|_<~6>jyL*j(Q)jYaX^GA z-!E=xu9+r?PnK@W?|-j+%1FN3C|gs#srOB{0eh_8&bN`fHBn3F*Wo8)*XBBnJkxP> zoOXCO1B2CZI~T3Z9 zJbLov$-plrExl<;aE?q)NlChJAtp5~?M`uVIKOE}#JN+aw!?OfxI4eXL|BIluglwy zAMe>ea~Re<$3*_J{y6Y-*s^8Ia6evpad%|q0n=3#P*cOKVuavht9(xA$-@t+UUH1L_|R;z&va!bIw|tr@XVSy`D1 zk}*+SPQHYmjN4D1>?06xZFzY|BO*x7tYS2Tb-~x?-&0K3^g%<$ldbW zL|&eSy;s9Z_-9Af1*nM2VJ=2V@tsXG?d|&|m3fUEH7XIigFT_4f4H>!<02yH2_61+ za<9;B_-uKyeQE=8T$INxm7X|hQYjENx&6iSdB)ZLl98E~k3IG65&kz+9E^>%_4U=I zZ758`>Lk8N)wMZnH>{#$C|`v|sLu7CHFKt@z%KFjo{c+>n)*oyfqiyKrzq6C%G@>Y zzo(r$cV5nvuC|)%oz>Ne`U7xL*rQ=326YnrH9b5$m@U(XvoG??z0OX^6AiBxA}5wiICeR@Kfhtv_yiWJMBtf`$(%8bJ6t@xO&<&NjS{i zJoAWiOHIE}P1~EEo_;9UWY>iYdSI@TJp8|`ta{4JGio+=-MV$Rv7@1%!!-$?`Rd#zcZqz8@l=`0f-Ko~rHOcAen;WcjJ+>U+Lt#@+QL~dG>`w^4Cw&9%IJC7baHe$$-U@=f9OO6(csWBQDsC5@N z5&xre85w)%CA7}X&21woG5BHXm{_tWC1n(Vd8h7TlOnPHUgjH7I%TN}+damt8VJ<& zahw>EyUO(rB&OMc0|$f=NXsGTv@?vk!_G6m?Y6}w9+;l4ZUXb0%vAm|tG8$UQQTn{ zVI;SQZ;xC5GK$$c1gbgzX8R5usHpfDeL~?{j(mNZ!x$oa{)_6jT=kJ7IX|g}u`BpL z{;5p|e_X?O$foMjN=6?Zi|`td6|!yHj2I1iZ8Y+sh}=uG$Bfw(F~eJKNb+HYUwDY^ zN3hWTt*or9_PYnCz!F#2sX+N!W5qf-)6dV(B_{{IK2VBM@>XG?nvsz*pBxeyDRuw; z{bt&KYpEvHu8li+{=Dqap+l*rbea0Vaq(f6ICs6!F)-j>Nv}TCcoh_taNI(~`mR0G3fx_Prn@OKBl4=0_~yrV;#X2fhSEw%I1S5ld@ zt_S`l(`L-*!3WwbUi|X)m)lj14<0;_@6%@+19W=Isu~A7rwvfkZ#}SSqV|lXUS2z) z!)n2}*=&n->({@+R;9n{Pec2W{c#iXZT#1O<{?Q58Ws`t5e_@`3ezJ0TEa$a!+P^;UfVRdxR;Vh?XKU<|B^>*R7 zIk4bn%Zu{z0hcaaQqOa=ww47GWc#)4xu-h1y3_dXS4~Z#0_8OM_<3+a>?L0-wuuv^(p&jTUvG}GKJeE-69K0DDkXmXprVUEm^vB=ZDu1)Z)Vr z9#p{H)?%2uk&#iuiz^CrOif?2Mvq)nia}`J*rnJT9gvzQCx8FJgA(ZXLr0E;M410x zu<@l_zkb_^3oXBc>-$RAs5qsDZhU?{F*nzFp?%q=G`pnj{7=J5FoenHhWZup49%c( zGMQKtM9-=sF_=Uy4AyXnwzf3H;)A)T#?)t!yeh=6{`>E)n>KC2*lwrPjBkc-D%a+8 z+7lfuqphv&!}3VW>$_Whi!f-R_AyE~M?>9d!2*GF41>Pvh$8mv!+KpE9UY^OceWYl z^zPj|eM3(`h$52!rjZ(c%-@|kW#3OfDlNYUanrIlG%5vu?^~R!VYO}7u3cZ1&;Q8X zxw97<7ukmoA68yoJ(x!1FcOOW`}eytSm6*BIUa+~?%UTlqDRGfmx>RG%&`@t+b)~+F<(X3#dJ1fK_$V8DDdgWdi3UF=Rl& z#Fw=?E$(%e z?~!BScb`93;fdb9eS7Niy@RXsj2DX z>pKm)dl$h`^*ndI)YLiEAKtzVqdm9|lepXW@0-JxIu8Epi^}V!lm&Yo zI%GO^>hu_den_}!f}Dawuh35XEHJ{k)YMy$Sm97%*NG+@Hf&Hd z^ch0IA|yF^WZI6w5-JndbisMf1o~tfyUv4rXU3d4g`l$|n|`vFGcI4Yq|AJ-wd>RU zp}%13&BMoDDehTU_kXnjzIEM_latLu$FfuX{r!g+7_{%bV(hiAd$724v{ucZK6O5k zpRLi9TRm<^Hg)ydcPiJ4z{*i(e1la znrd!oxeid2XE4^wvx$kFyLa!-UUR434l`ZI8f+$Bx#0j`d1<9GBXp1C`>$BGOl!mN z+fq+RcEebCXx9oY;`4^gv$Inl@Z!yvs>;e5L?RNZTO?Ni7_)=E=^Z_K^dHp;dV1UJ zlDyXxpH5Bcd5SoMm_|-nxvFNBOi_n)>#mPsPp_)|<>1hD(V|7(&$H!8F1K>F;j}0d zYAVS%3m};*my8==F|=tWijaQ&`VBEQRv`(H2&UEH)TvVLZ>ZhbZtT{8zV0L?}m;@;@ z|J(q|U^}d!JDLXP_^QV;QzdGDR^So#EH!7b{p4=rikFrsgpCVSm zI|qfXukS09wGS*P38NFnSuQ>c0;Z1C)IDL|%jJUx4U*w+@q^Wp5-6VVuz9!38P#H9c6H`_~XZ-lEW5)(@BVROZ zJ^f#yw?|*wfO)aIcJ*$GbANOcVByVVdJ(N19QuRl3#&J~x(<2jm6h%Kw4`JjP=w;1 z^Z7={dGqS%yVZj72<1(bV!P9Wrl{{JM|=N}nME9FHwy|RK7amv$jEO@Lt~@c-+zaK z-3mxQMs=yTr3TcMDd`Kb$<>~{z{%+Zw)5hCSe(0X{J1Ljzz4OTp`l^KPNOxRPbiZN z{y1UZmce9DhvMSKf6qO$VWD1mss4s>(_i|&*aJ3qV};So*$o$<1jm%UF)^KpYgBGJ z10y7CE?(h_<*>_k!trOMWc>4-2H&yxa4gy8g76Y3023RQ9E|f z*QiTPNo#Qx)dlgvCP_IH3SZj~U31RetfEhAP_6CWQBjjGO&M~2fX8n7_;oa)Cr z99jjV!Ncy`G*H*Q3)feQuA=ZuZg%!#%6Aqq?%$k%XJ%~kPQokM{OLOPWfSkzK<-%< z6%`3*fwa1Ky}x^r6%j)cV0dlgO*Y-Wabp|pU4#>M1sF&94V?x5DSSt;H0KF`yd z_h4vp(n--B9h08ED!+nxwIajh3;wdR6QlKxk(!I#fU<$bg{A5z86ZZAN|}ESBSY-% z>`axS!$jK=@bBb}mm(o2K%VI;HNfWYzfXJmQG~}t&QcUh3@=&Y+Hrzz%Dv~$kA0CB z@Rzab;K2y37mF+s>DpOpOTr^%I@zi?z*};mz~IA_@>}nYn$zL& z_10b?UG&7)*4%zv$Gw$JFoWbqVl<(~$#AQEJWmhbh34iU0iuppO#B2(TU+`3PY;d6 z#9MKMf7!iY(c#Q%$^VvZXDk?xR!nm9Up!{29y!0Bfx)noai`u8s!rJq7lRaquVLC} zNd5_^ON3I=_V8M?hZo|#_^045#rMw=iVm=ui0`5 z8I_*C{wZD_Q4g8293;lO87X#%F#3uHT8CXhg3ma`Nb9?Rfql+K0BTF8I{5 zyidz$$InlHUjAeQ9KZhZr7Dz4At`k;irqT+`t1ZH5)h7yR|zyBTv=j;O~rM);$k(9L$<+W4&FWs)Zcrw#? z6l?5C#P{#tJ|me}h_xAceUati(F59# z5?{1f?azwuIL(?jfBp^%zo|}{o$y99M=()2ZST>eQD|o6NXRAz#~qWHdAbj86&V}5 zLVNV+S06s?M1wp8CA^02fvU^EY{3+l&D|QeXdw3D+3Vi-;eAzPaoGfy;JBQvKL@t{ zx10$l5(cl#xN)`GYhLEVc3-coRK#4O{jF-W?)dRVC|3QTD?KNVvFgJuRg&ra`bBI* zK+C+|!w&pVBw)QGm_ABRPTsa-M^Ay>;O7PdG7gz+n#6e$43q8#wW~93T;F(@)F`2M z_-OgM>6}r#VL+<}OFLZHp7h({^&v1KbIP`dPfR2}S7^$r$gCV3>v8%`#hs91UbOen zp$K4xJ0&^iknr^MF=PSKSO}JX>4IviZew=Pp?m3tBHfl(It)* zDJYiQk1Hy|0ZK$nUl^FSrs~1)0v({`Iy4|YYu1!HM}0?Xv^O?3l%k@3z{^%wjnz+L z*V^8$_g=a*4C+`7)HE_S`OYIiWcwQHhUYnbDM{S`Y=|5a2+88Oe&OLp6%f50Y^1~)3 z?MQeH$g2WfAP`HWU*VfeTgAmghYjmWSQhv1>Qxir7&~@hMCP(N8#auGMbSYTn4O#JjyZ;p zkI&R~>-1p|BOoScA2%Kdx`>F1x+PR*C#V-n1S4>Kesz;FIJ19zJxLTlX2{T?odLjo zJ<_71qaAy7&WYDCFbF++R*S@5@@YTEch%RXhz&(eY;VS)hz$IXoM3J)rP_~l^Y92E zY`=c<=DL70M)21md-vLgto-M5SNF!8;G;J${^$Ql&8Q*3&S=r}#&2u>YINnRz7oPR z(KV&n)S7Ji?h0&wS8;x@M59eDUL_H_Re%n}CIVzauP93oJ79L0;3pPbE$fk7!VE1z z1`9%~*RTUsc~`C&5ng>eeg>qi9j~W%gXRqpe%^ijn23C#Ha|<@+19WhdjXp`C)ZNI z6j&csugH+!efS{m{yS=Uj=G9P9kcU-3p+*~e_P|r+VBqun3iBuP*&ETtXbjC-W7hO zM30-yQw&DVhoHI_r9`r_Te!BfONQ^F6qo}U{AhYLK_e+^tlgW)aw04&S!bwWvUE)*I!nQ%J2^Q`J#E+WIyTFHP5YF? zd7nO@BZ79j!4h*(fJ~iH=}t2@?;;2z{!n{iwjA5^CTlY5-#}Ib2~!A1 ztq3fLMr@Mo#lu7rw~Y}KYFsSr!SJzT70UcxQ^oSyiJmEE-pOeSAcESm}hxT_io+XInLCp7p(-#s8{#5d2;!#-;@<8zp5k);J|dSz7cpG z>p;({OQRVZ)SHhWH9W!1hKox2Vp4S6fPEquDD-HLp~ZtR7;gUZ#gYS6;A8NR8)?)b z&Q*lU!Q`cpT~mRMTt@<{q4v}3k-4qu-2;B=j~f@l#u8Z$S%RXXVsOL>`;o8SzU>x0 zJp`j9@%*U66aq$dX=4!R7BhD`rR6q%f3Kyz;F2`FzfDTnuFT@A2 zeg05ql;G;fp`B1!-ag$^f~a&ZJ$*V63tioie|^aiAV)+DnjLR4=**cjyw4&qaFT>) zbQL-=GYgB*Lo2Z6?J04~H1>JD|Hh5v22_Wq}+U2sU+?cL5 zYrjAmColfGkVHjBUzN|)sS*)ANd5?`G1wXJ z;YjArMph^*DT%D0VLMB^xvkCI%}tH+!9U5XxOmev$2uzZG6#;Yjvz#EzLvfFlr?to zkt_R3@86eZ=WK=WJA8OxTYG!XYS%4RVPRn>cfJL?mmuAim`ZC-2I_&f#wrCOc`?Qa za;mDkpx+Iai%*;%;=t_1rBcuD!9M?lyno!W6 zGDZz6<@+$0T6Tgf^0}{Q>YFJJiDkl^00Uxs1aW_7uR9XWR5A1e;XxMGzkWSr#E70; z&JEa<7DSWk90=?kAm0L)vYr*7`WbRKr%Q){cpj|JO8zRKIXe&q?Kt*i|+|>EUJu)VD$&aB5i{(7L*RMA~+a<#c^`F>n3?Dt(!r$MJ>QN>; zgCYYh8j?`4CnuBfn*mdqE%*Nr{;YU3Skh zSX zD3b#2Mv%f2vs%cg)mi5poNz*2#StK^>)*T~?yOo@Vcz&KA1VnPDSk4z$3Jq4$9nJT ztAhv@PFI5_icf^=k2DH$aBw&@Zdq>_xoE-3q6D@C`*GlRV`Iv1(7OCvRB0wmP#8ac z{K-MNIXTmk?A4jf?HztTJw0siUU~18D}AZ5kq5(>sW4Q%06s}~-8&mvM@*?Ty?zj9 z9B|>#cIO2P#EiI?8YM4ZF4nH>JSV(^^$V3S7_6`I_FiS*J%00H|2&7eI}Y#H+}u3X z(QyFPXIU*REkV{3stZvt@7cR|D-=kivB8>+jbxPqy8~PjI9`|ySIADK2ogo*0=*h#_Tkx}nq zZ*AN^tNa*iuean;5}CRv>srN}qy1?eg*FUE6S*K;9>txPFOQS-qO=Z$0i#vRtu~)3 zt5&G#G(=amnRrm{)3Ab>NDizP;{i%5D$auc$lf&r0d6F@FS30@BD`jnP$DYjgtW+U z&XJ}L>NmpJ_$aiNm8E4kC0qIn4lrBHw0mzAT!yw;9$!nCq$;kSJi_e=m0j`YLUSPa z8g>(8ELl6E%W+K5>)7RTAoE%}5DvNeDXjPdAKh7*_0K>1v8rY|;tb;o3R$9=V&t1V zRLkskXwjjn`)1AB=Iyl!f;rb@hfw=6;s{a-_Mi{b?1pr@mAf(OyZ zc22e0e9 z1imdPJNuBR5WzWlea`f~6HwIQ4}$|6M{T-{C`8A?5)i_E~?yXqJCuWn{hWOX7X%{CVpE0|qc{?|AX=7R8N4zCF}_ zyimGp=C*3pm{uFqcilNS!^tGbyISaWspH`66uk6Jf`sa-iu1?9JNYY?YSkwQI366g z(14SPs!LzB@Yc`HTyPLdb&;S`H5Ta|we_z*e$;ItSt}eg|Jz38f3K$43_p>W7{XIA zpFaIYadCGxN9DCGQ>3M(p>gy5pTcH^WjGFR7 zH~>T%DY57H@m-+X6)*ngnBGo`?_jbue3KdCJ>MUnR|;yS;O5m^ z8c(h$H)v2ai3N;oe=!nq()e!=mzhQ7PpLudz7NDUntH%VV6wv6zw zz75>rudi@3dygOQP2qrQ!l~1zUrqV_O_tuz&MQ`|;22ROjC;fG!h~BYGw&aFQ8B%}`Epn{ z*@;WeCtUX+MGz75Dtf4;GOEBH^{s0guMee+cl~-DAg!Ck{Wt?Dj(GHt5+^1f*4NkH z&LJBdzR&vGp%vHCGf%bYkwXKh>)6~r>(__o9R+aq-#+#?JwWm_9eQnP#(R-wOc zW~i?lLKezU{q`A#nyOu@VG9=AyxEyJB0wps8u1uOsW>gvMvm+S&}(jQ@81|8NMRCr zCICuKz2ffK=ruXIzn5onbc+4RuV3*blQjv(!v0+O&4ejYzx*JouM-igxBQ+gfD|Ib z>$h+Bpuy)ROrtLC{1UQND{O4!*abU9I&rFLebr@<65+mZ%e_yX0-LAyL@>_cZu0?`bl>@((|3lY!(KrooHxSaQ*tL%Od>X}0 zWRJlRG@bmNPR}}RCrW(1LQU;Et(ehha^kbh=pv_kb?@Kzq*lvlz^=lF)UiZk)~s2? z3A597k`iK)F>1J8NI|zdrxl@{=tV|~{A9-^ljWrv@DsSS_2=nrhuPv@$x}xEBQc7z zTzrm-&P{q~Dr++3CvP@*l}o`}DNW~g<)^4Ww=OBfvQerw_iK7r59PU8a)|7Jw!c-`PwsP&NKy1AuE+IGP)9YzH2Zxz6I6Q*X~S| z_#zoK*~lxr&u%4yUSwi6!~3c4&nAy-H{C&Cb{@OmY1J1n5cwBJo<-SI3B}2Q>q3gB zuJ4m}@2hi2=9J!JT{E>x?Yi%_TzT*BsL7N0X!F^#r4jK)!Waq~Nh!LU;AjDLK6s+r zgZx}v22*$=8h454K_#kv&5Yr(Gv#|b&GV3QQ2B7L@}l)a-2hZsffGM^T|rwyJH}2B zn@|R1T)6Q4V(-1WpS#!ExECF_4ocZESw5hd+Lg9g+IPY3qqnt!xwe+b&Lr7sGIZM1&~K6J_8c~bPq$AzWFhrsPfYTxDS{Yd8w-C zcB!nt)VKc-DL+cnVRkruHT zO;i2y!QDI>MkEiKX^ckyT$vX-ji*r@RW>*28?k3vO!4gPTjDbc>v%{xaIH=xO}r4ZoVRU>7tS`@U0+ zcs2+4qo9^VK$l=8U-*tAA zVN~W6$#A&~|GNxcq3E$iv-hy24c~4WW&C-|pMN+-7ESzr|5eKA&x`;3Bh{j=tM>oC zK)kyAWJ{+3;@kfB{uL#N5dZft7hk#yqc}$^^J(_tzh-$tqy6ty;`Pq@iwoTUzxR2J vRvPR2e?P<{Dsuo)_Wyq^SM>j0!jCOYzW&Db&pQPRqbDnix#sDnuG{_(8Qa;$ diff --git a/images/julia_zoom_5x_best.png b/images/julia_zoom_5x_best.png index 2c7487a92c41a51ee2675b462963391fa756f2f9..69bb281bff7cff5cc8d2d1952c0f33b5dcc6ab48 100644 GIT binary patch literal 43799 zcmeFZ1yGi4yDt0~*vji`V_<+NA}9z*8?Wetgmi;SN=r&(C!h}{AfVEXbc3QGQc6mT zlr+-Ke_XuZH|v{!@3sE5XV(5_&+O%lBLdGI*L}uu9OrS}kFQ8x+_;Wm9fd;KNWJuz z427~XfkIiXv}P5)W8THcfPYq6oTJLE!5@b;+K=%6wPu%;EhrTFYvk{;2$Ap`6v}=I z^{=yXw_f!(+d4e!UReA+DL(Ot?V!r_wc89Y_s`NiWjc>MIe00#rgKWh&OjjLuYg(& zx$}*(=lHze%ET(%ymK%4!dex>f#U|$YQN`Ac_MSVZYMo1d6w&IRumm_w=i$6b8HTp z4Qxzq$rW5`oF(qcm40L{x`3I%j*0Whc0UK_;1_2 zdp4_Z?fUhy^@%#h4S)XmC%(yTGuYJ1ZSC~2urNyL-StfK&M%H4+xMvEIpvhR z^OgD+$8B4-97?K>(JFG|%i0Lzpd^_{)S<8Lv453)!R5wxeB~{_7XwLxL~5 zd)FJ)7P{`h{(@2=v@+C!o2+qqH+r=&DB zH_N{{cYl^MH7_r3Zhn5Kz!^LjAH}vb* zE4H?_M^BxS%dwxVeSdfL-hHzl?yqOyF?z|W5Oai)k#XBmnZNL$YBR0+`e#})g{y00 zRckV>4Cz*_Vm)%?QUJeIU!4zDY~4225I=6i-kix6i=77@C+hX==6)B+XWzPMYj1xH7hmSjTUYAK#XLV0 z*phxTctb(Lbm^f(hel%r*x1Ci3ZK1Tx*#gr&~MnLzcEI2anJl%m6TnVuin-@d)S^}LrPVOVVx(9_V!!wMZ@`-ag{7<xS zl_XtPBm)Dtfp(g4b%eBa5zmJ6B)&K8#L5GMLd!Fk&o99%5u^v@vgbZ=onHSAP{XoIoObJ?QT<3 z6B9K)d*sQ)Kx24%`e|EAR?o5~-;j@#VZLzjVo778>f-#6^SJZkr1Q)~qbav(i=g2mz3|i-j+`;t zlN}s!I8C(vx3@Fnb(&t@-eLFdt<0GlDOtB}U1fxHu;=sVuTcaH#(sUPoiF(CVI;=! zNB(V3AaMn3bu5Lk*{tn$_2QjB|r9hAtb`0<*?d3tV5xltv0 z_Uzf-+E{ztVXeWY44wgs4*@68mI3w9}TVsnKM1ew!3L!mQ*`fXW^KbRVrWvK?On3R?N1S02{@z0t$$Ppdf*w6uqg5BD zzG>37(@T+D>W1AsrMQqwmoA;arTw02ckiA}PYZ0fAIi~7I)3uxHymE{)~)n1t3BKX zp5#ifW{t^udU~qym#<%co06kj=Jy~iE$wDk>8`ByAOV~5uF34d_G~2s5=aFDs6gbV zZ;t(vHuUeTcu}nVWt?lnnl&dhoThdBjY*!6qvFo^V-Doiefl}pQ$;Qs4^HF9=qk#O z_$L?FETg!bN6=Y)U+9gF7o+7a%=9_9j+Sub9XWRFSnGO^c-1sXj@+rY`)oTlGao+u zrK(DnmTWt!JJ6UWh5COb&7|3AqNg(SDFd%bjN|NtGGob?FJCI>rbp$|&93FlPc-t( zm-ukRJ?+vyYYN3Vv_;GdPUjAxb)p(5@re=q#>rOc2C4XMiT4a+| zPbD)+$O^&HXO)$eTeocs)pVNvWD;~#HY@_Qm_fuTTetM(n>=Iy354xzO3#PdRqj1} z*yp9F@$SZKW9vc~mayl?`@3S2lHN?69UZ@#ZCd4j|NJywE->`H)PU2!%e5Hj#o|6(&&?9^@1?KReln%EV(hGdDL{G0lJo=c0}5 zP@6+A^j1fDpoFIw)UeX6UagwuxHvya3yFw0@^DsERFsvO`GSCT{}qqJ5~ND1=h(?3 zjTBJ!)fe$Qu6qR(@Z*F=>prbV+Y#A5Oc(z8>${Mju5DHG<1H+Mx7@blqlwcw3b86G ziQ13(Z3biTm~T{uQ2jV{o=7lqaBv*g$W}txRajh@*WvL`ahNt28vA;FS~%_kKDsBB z*RWQ6H;>U*x4i<@$v0#NTJtn}dV1E;)2GD=SP7V#nhw+_70uXNS|)4Q4{)O*U8oSA zjq&3#juLfcILgEnl5f>Q?%FZlv#tS zFjr14uJP&apkso9O}ex9*Y9AO=g?0N2o*vj)0{tU8j&=XCx7OQi@LuKkF-W(oMztO zuoB(x%F7%#0K;l`T}fL{PhY3yE)-T>Ek`c@xN2&4bbH5kJLR~ioihOfHjz(?# z?Ro1u75Mo0=%RK}T=MuyaQs-NqkN|Mo94Z}_c`faynGpfGaljLQMhsA28y6}i^Hgd z>mI(!wzu83M{yda9%NC*M230i6Ew1LG$zA|{`yTjQd3v150?xuKV4Yt!D2kKEjceb zK`p-Nj{D8_!lS?k2M!z{-MP8_#kAGT*o}t+-hEcHR{h`K1)H0j?^)2+)9XWUChiK? zs|Xa6kf_P9=pOsDL-SWgcVHE;AUfQ!05s7!18Zg*dv&(Tsw#C|QP3Rv<;&Rs(XOD{ zb8a{fIF{6yYSmZU$~^%b#N0erGChE{apm>9bLY=@_VoDnwOir-ds}j{QjHtKPHGi? zj}_99PSTa2%E-vj3I@EbFXtg3z7!Q*#0u2b|7AOFv#r%()RiexEyLWpk;k+p1^_xr zCRB{v4{{tWOY{bki%wY5+&r;B`6gPT4^vHq^m&>bIwFBsxPM-grX#~QmoHyF*5M)5 zdzW7Lin#c*@*t6TWROalYD?Iy@LhIkN&P+n0qQ^e2Je6II@UUF#pgJaoS2lf*QpRO zdGhZ&9q+C2U~-&ld&o1;R~uUepyyoo-J7n-l>R9}AP3Gr*s9MaB_&l8tE#w~exK!O zE~Brn&(8EGRRH`3J1>j|Ww=$LC&|YsNdpL}q#F5_rG{SiA=$m{m_l-S%gET695Tph zc7PY4`$O0wa7IW^Rd@;NES>?|*XgG9S=IyQJMH=bMi%F~MRYiQx9;6*oOE1BNF7Py z@$lh80H6@SNRrQkgM(zj@yyoC6`=BOWn?t1@(ti88j7PNm7LhHSI92;%(!ap#bdvmCZG8GtKN=(`pKr% zk)@~0PK!d>@2s=}m2b72kx|TH$yX6+txl?Vl2K|Ii4#Mu@$tDcVtWOwlh@m>dkfsc zs+pS|ChkkVJbLipxqrfW#D>AQw-@Lbh90v7UJ(;}!eiVJ5*}#xrC|ZZ`o_#y&&b4t z!s9=gPuY#>XE`FdW1YXD8OC8XBjePwqR@0epxzQZg*E-$+S)qkdI!Ks79m3V1ClHP zl!xDbBF39d`7N4}Vd1k~tg>O^?>W8>ow6O#b_9eqs0?{5=FN5#b#b6MOHtEt+-pO@ z*YzCPul0f)YjuN!9cO+`{cg9LY_^e)RpF+}pm3AV0vJi1Jb4mmv(#oI!TpBuIbj@m zb23PyD&z$ztANJ($Xp)Bi_dmmbM&y$!6v`a)E`)g}u-tb7L+}74X6Z%d zt|s58Dmo9R5DN80ke!V-Ha5X1Hprs7cwSV~Ydro0{!MD} z_`3oF`#a*{>5cW*R~^yFPH$^#yXJXB`opjKr0{pni%t)V%0GWT@nFNQ>uBw}H8eCt zuUvT!1|qf7ur}r$;d0u*W?5PcqJu%VFPx1lMooE!ro{jN&5I7Z5eXU$&RN*HFu|*Z zwYQ!RmkKh$XWDzhgRD<$AQCs?{=@_L$K8r@$M?v}%DN(@b}lR|JOG*chI*)l^v@Wa z{awVk+g)TKT{`5_=7OrKsw2vYA>Tr%TiOTGT6rX2oxV1JrpXq3{^2H3RP7C#nwr6v zUK|ufhj2wxX7FKGPu#^NAker|*dbjyPK~dipdk26-A%9+(ZBw>*Vf*ym7~da{rYvX z+o-pKH*2}x3hh{L$}@% zjV3fSG!l%uoV_n@yr=4-ro-?1n;3=JunKxUE9Tyi2nH!OKqfqS{P^bI+QJ%WX=c|f zy31>h#b>`o_#2kKJV}~+(&gn49Tv=p9zgz>-H5qO_xG1RU4#A0hr2B%`julfa#SD$ zjQsw+bUX@RSVpvBeDCKMhYV_>yq;`7-rH|(#`wq8wm{V!yOg)V!2#+-x1;>v(8a3v zB6^cb@*U5(+_#T2s!ybaypR=*I_I@cGOjS=u)AMO-A@e*>s^vQzP^#sc^dMrtlS*~ z0|Wi$6rT~mWdmTia`qKwN70QdlQXKeDjmAwbla(%y{M=5W4v^Uq6&Z3hVV?!o77#6 zT&G@7QiSG)3$X0$E<=Bia%6n-MYxSXxY!rSF-=^-7to_Av80@ls$ zSSZn4LCv%t_hYBikU@wzI64NXZ~7s#e8mcRG*UgEW$B(M0+E;A9bCu0JI3YhGIH|l z`RsACDNTXo46}(lr6T_0zk=PPEPE>d?bJ;hGMRrfmM(r&`ndP+Mg8}*uyl77q2@33 z%oMYm=r$JCYbk1KUZ3%hm$^J`w_ol|w^AwJ@h=y;ACh>KP1Kr*sDJ&@-^Vt)F<8z{ zaW*d6w71HuMDdmSs==hvQgQY9@u+oKJGxR*Z|&d8uBL><$7G{>qNy&c$B)#Q2U?PS64rRThmai?h^MZqXoLYTx4JBWK@OpGnc8%;`h*$iXb6%-r zmWgnR1_Ai{pir=mY`=+Q!5^2)hY-O3nXlT9-!r?hgI(<_>U@B@XdLk9)<6FE(a*Uc zR~xSxPoOvhw^*>KtGPAbG$%R~$sH<{YET>Fn^ZzB*hOUTa<=rC^*h*q-OXS;(ysC# z>2k6BYn#_I6N9r^=h>2`%RLSN{KkVzF2uE`-+{Cc0sPb3oR!v9>g!=B;!!-dTEQy~ z)SaZ2MOUdbl6@f6U;J<%J-LS;Er;^&lw>;1XL82rd=9_k?y!EAKWmSGBD;ok;leX} zp7W*JoSl5_5#qj_lO3nab=TUOuea~5i4F&YjDk4etgSpvQ!Rt;A`3bv2ih)@evlk_ z%5Xo9JbJwUSl$^CJ)gF(^6EL^?ZBubfo|PTh-%c@NOT`aG0xi5X>Zjsh*s-1ZCbb+ zy>#n&o3P^hPCTS%B+TW`-Mc`cC;g3mI5ZVdhdT!c;{Zzrd*SI9C>p5S zb>M7PZ6D|!7V+Kud2eQND1La@jL2lCPb&eGRegV_Wjy0srVEvdf6t-AhedUh>Q%bY zj1Urh)XJs|3ox2k5!4kg%TZ}6BviDStlvad(a5nQ@*Vofx{Vv?WseL2bobY7lQA<(K*JwMjl*sAYQM6j?x+ZgD(#FZN zK?hBko124Db%>dT<#Oh+mw-%X)_eJaW~KBvN8$U*q3AR`mMQ+ zPo6$aQsy|u&MtZL=1r`+0)V1ijM7QeVZ!rNQVhIgWMv5rH(UfVi2_3rlaf+Q(k&Y+ z<*N9F?3jUQx^>5naNd?%1z};?wN9B}u(+0ka880~}4ZQbml9?6D~EJ`SXI zpItpOgs4g=^$kgS?p+l@@gG0_6|0`505X{>;N;+tEj-)Lm15ee@#4jc87N!Hw|-wI z7llR(yj$95ehj1sEP_aMRZ=3ckWTti=VBbaU%Yq&?pWN~s@a@nQwLs>tpDvGfR>m) zk8$Nwj@*b=r&$Ro4~hy3-eeI0{|unjMJdJymMJ;Tj7gt6cL$dh3L%OpsF9J83@5MO zg8&=OZCI-`wA4SQxDMnmSG#v@Czj7*>ZPB%yF0-a^EtBNl6KRbKHL^v;za*8%^COZ zDi4T8zgGgPA_qz_1#bZttxmXhK2{|~3;?0l7%?Uf_=M{Yg)ni6mYA4WonfJ;qpkgm z=uUx-6UzQ7BLWsZwWEpps0z@gW0om6G5Vg`a6ZRw9P)tADbz9$sj^JtVj8m@)Y_UP zJ*jzU1lI5CkfteCeG0&wH4U}F7wM0yrC)jc_%UL_BCrUGL>jVil@bp0MX_ue$?)d1qdUOd!ajHJhDu6l6vXV6|5P*b$yC@pN6ZsyQO0x8eH-Y949znz(8>K+iXt?TZLD&i!^(_!`rbU; zSBXX1wtc&9niOb(M7nk7mu*NH$S5EAWe2ST0|Sw36+*E~-CB)q+4f<||EOLh_gM@! z@#*O438-yt{-DhXS?)5fQASksL5Tl>C(#LPr!=9|KWscc;N4)lZRbw?x~@T|(dhX7 zx7(V(7zeP~*h~thHK*S!n8{++7qIAh2BPHA_ijYx=?1c5`?N7j5zGg?566n!zjsf6 za)(~7AS`!B->A#5bBKfT8ZvxG{dd`^-Om~ zP#tpeW&F+Er}XzzX8=k^YeXnMgML5>r?APw4eixa-eq(xzpk)m71;6L$B ztEd&k$__6`RVtLzt1*grf|_#m@(vg3gqio9oAK6@^-_r+y^Qd2zwo)H++yB#-{O zmR5>!BhROzqP`aw_en#S1Ee_`AmXe+fC$cu@)QihIxDjTpH6RCwq32o>nU*Qo%55K z>>kCQedqch?4e-E;z^DVW(~2PJSmO7Q`fqw=kTz>cVtm_{Vz# zJk>C%ATkw!RL+VH^ybYQyWgL7)a2OP_}>I02`$tw?u2l%f??%N62U20rRmw( zXou+$yU{XU;~CKl7j8gdX5i9&hNxmf$fg+8%aDg4>b9rH?AmYAmJpEDP%1*9eTvb< zeAol@T;$VC)QM;gQcwfAAjP~>40#%H(S09jU>^z!2IA^-RH_AWZD{ARYHF{*?k%TB zbbQ4R<6bYLrP)};WY2W-v^?9zMFcb;S!ImlVmUcEG5(7|pc>*X^tNVBQaxRB;n3yEh>oVq3Ooa2ef6*_8Jyz6hb(%){m z-P@Qo6lDF|>_`0Pk-grHHd|a~hma}^oHrlc*}eMM>m!TL?pwC?(*<1S3;!MOu84vL z`lCi^-ICt?{`l$??eBjs>>ZSPwoA!OdD*gMI9z;LyFpxGLBZW&V%VU#%s!*6XLmLG z+X^wf{T%rwn7}Eb@BQ!o$_BQJ4rVScSxgYh*$*jV!Z0#2Vs5=_di(b6m_&tO(Ayoo z2#He;sC9g>SrynmqoStmEOe2Y7-cSIW@f%DPX}dK0^YuTd&;1ikc}_(2p|gO2!*f; zuqem0c>(p}%%A--=AC^#(V5)6ElGbE0@vCNJ$mTtyCv5#gw1Q*+c8-*pUyj&w)&kePVgh%4NG?nwOlbV?(?DV=QUd5cuS6s zs)WV8$}+FeeMFcJfG4D208_cA+mFiuX=1!B2F<8?v_d2vV^sqL*<{D9xcpsbm$xm! zFTq=D5`K(iXXkVbv=8)i?#Ybno78@l)?#-V2wVXVcpTG1GDx;|REXDzg>2H|(LV2m z5r6-ml$PBWj?6 zfXV{f{3n%{ zv6IWc3@GWP+aA7y5NGBeg8{fDUH`NWQ`l(GpOMi~kD#C+gSxm_l-#;&YyRQfz$5M> zGbeypVvhhQ_*7WP%E~H61Mb$dC`FkSqlvojGaj9dWwUBgX&oqfh4~C7mrU>yVB#uv zch$y940zUC4iH#Q{1YgN5Im$YK&i(3AIQEutQFLWcuMrY?tj>>t*c9%2Fzlf39}o( zUH>Os37h>6Jn!O4e;ZR-S|A3mDPj@~T)Cbrfx_a?rRQeSl>Ww~Ig_YIwi7vy^U;_O8=^F#1ruHm zN|lT;*+xcTHHbU4b(+q{>FM1Ci%LsNtJ~d0;;;m);409|E4vd~JTQ;K4=@e}8|5Q~IxA z_E1kZJ4>X0mt`xGF+WpV@p##aRY&;vlwrG&Z%j4r?CJ_ba$U~c6^Gfo8v0Y(1pWH; zC6m*g6H{%`@wrhQ9omrCjhX~$Q2Nx z3*HR6T>oqbI3fr%h62QZK!&Xt$ey}U$wXKXSQaZ30jZ$H#SZ1pN|Mp5 z<><|i5IBFK(A0%cJpc$21dDtHZI^^{vXCB9!tYY)_wvh;3F{RJf?1&NM}ktn9P)5sUosD{6q!sP)9-`vo<8}dhq7^cO^VhDWZ%({Ti5P%yrDN?*IOV zQ|HU~0OqCP0E-u)B*dB7w$G~y7>%)B7FcQ0tE=Y z^q(L~J`fAhC~*mg$jT!|7#)Uh=g#yV6B@6U<qaa*>OJ==(`$SIQD(Sr{T5&tEu5@ z8~2>P0`QocI*DlqM)V20iH??k_cr_kECRM8AxqLRU4tpKU0MiH6Bsn8G-T0XsX#Ua zk@MngtIZxgtg^XM=H?iSpC2FNG1XQaQlhK z)no#Q8YQq{9mINt*M4?mzupiS51mLF6NG92gPM3vO%wz=hKreeT83B^@;s3Z+FR~j zs;m%M>^Bp+n3Ookd$BGOsx~X86a>quI5Vrf zJsZmJt+@8U(>KrU+O;cVm6G>K6ZNWJ3XmYoZX4Kj2iOpVRp!fe5lEma{bqXyNFC;k z`Xe31b{#J+j&MujW^pd!>xw|h!+?VHSMqCPW0vrJ9j~LyUavBm^So|cz-cZWt@yc~ zi&c04tXH_{L_r}T0{jj0a0qH8(9kK2Bh~uMk_+ns;=+UT zC1_2}rVH)N7zj03|4rN>=CM~W5QPn+JM}y#btq2_i8@b-JrN3#1V;Nvm*-33RZ<51 z;P^Zt=J{5`YYzO-MgYHH%Hl0+eypS5(Yg6!qjJNj-@JCcH8BA+O2Mu0+7E8JRU3A` z2KD#_HxL;}lW8N28{z~CEPUxYhvO*UG8g);SilY>0)UfJOoG$&Rzu11&kK#tq425&H|{m6O6SyfUB9 z;5JH3Z|v*21Y5?Ftw+s^7}(sk4j(>DU?MbCc?1{udMGp%Sv-hjc75mBsmh$JAi^`! zH!Ww&F9x^kY-@XiR?O#cuTLRu)ftFep4WD6YTbGZIxYg@9DY`2(IwUP;l6yXgDv?E z9At@&8eh}?Xkley`U{4gui*9DcI}FUjg2ZYH+~s|D#MElT~kZu}LF1@nF=x zlE!g!fw0aODPU9e#*F}5fm#BYk~kc(a6+x|?$+B+MaQK|@P)1~JW z4Two_9uWyJ3?DN4ZA}G8ltnd8fvnMI#HObYxr^8mVAMJZ!^-4YXhj35e3|sDig9c} ze@MvldGizg%@eH_BBU{zu`g%a;elBc`bh*Pnj_=m@@P#dkRTie{2`tqv&kJI2cJB7 zQVIGzFylBsUS~I$(LIJ4(3i5Z<8>Ekq5h_h{wJ>8fxYe+P6Ml=I?#J&-{{>O^fi5$ z0f~c4R!S%oAcwDiveQR13c**~I!m-~1_A4s@<1U&VA9O2n#}ky4 zbR%kNQtDT<_}Hf=-4`L%BGa_%FwM3i92~?ab34t_LV8lud0rllxunJ-b19WOyPtw! zHy$?+)bzg4fvVYSW)D@9sadUhq4s$n8knuHHA}PF{`uM;$54>s^A8Q4wq-$;wsiH*i&`VwHO91KMbsm6wNrvIj??0KLKC2vz6 z$6zSz5`Sxq54l!zXy(S4=1v#R*qcnge{=rfDecdHWX;3<6&8L2cR`XLtsSb6q2!3Sg48yTK#(Ji@gpP&+^Bv0IzY^Fr0 z@Z!*HX|O@Os$}1KM+o%SuU`cjH#1;JOoUouR0g0Su1unKf;Xb$w^Ugy9)mmUC4tU> zX0WtgBs2_wtfRX-91B3aqx`pqU!$sNHHX7s%^-Ly;jsA2*96ZKPaS57<9M{aXlKM` zHU?X1>+kRJITL;mTS$gQA{Xs`K4$SmWJw86|AjJG12cqoyhS=JNifd6Me!yA9&st) zn!=EZ`l#E)hzpFUKLA#;-ncna9;HPAXXxnc429H>TUH>#H-Se$#H>e;Qpv;zt4~}= z5s=|+w!Kw|lB0r?s3hyZK<|*tw7l^Tfr8L7K(QJ)(u|wZr4g6%|DZAGduq7-N+h27 z-YlqSPaZwGg81qj8j6P|W!POFK>Y2XEU)5ch=vJdUiR|jd2j-03=ym_PCl-j_!ov# zwU9pc6Qv}SA`X~vs5ae(q)E{Eb!_!y8x|(M(`1uoequUPO*4@Pb+H`jppq+=5*nAw9nvGg7}wYkS)5A(jEh13D(n3eoNTfnvrP@>c`K{Irus~iuk)U^WxuaCms`j8kqjhG z!>OrTAUH>1qsRIaY_M(f<~M+yNBQ|1bc66{A~7!UJE`@ctIR)~*qU+YGj(|jp>-Pe zWtq=Y?*}J9iRJ;11nu;~(u5m`W>FzA*#fyV<@FMWYq}BCcxOTC(+k3U2ENCZWiMS`11D2IE@~rB!JCM+&6z_Mpk}@frYeO*n4l zu;ye1h^ZITTp7?`%Ug_q;D*pmNZnD0Q;S5_66+mtCW50tAV+)&z7~HFY~x#Slo0<& z+3;RaN}l-8B^jBXF%D7_b{AB)<&p^w_?y#o=MMh~7_6zI-4%+UnaJh-iKLZEZnYw$ z078r&1A!-}shz;RN5UiztFHCwWBs#3d5Xy9G3lQdqcpPY;<_;q{HK`MUpw)_L|AgV zd1A$HD-czkbd#4*5lJ)h+)j~+k%1}Vd`3FOa#^kp{qVl4!fCX2anmGA;Rd!H ziNG_!#P2c8(snd5LYD@@BpUqG!(v!VInR>mKvOHrmyxLaLw~%*k)3gGaCAoJ7 z;6|3Fd9#V88d`y{8wI+pC7+^Pxw2A;Jp`%V0Cy1}x_;FHj8bB>g9i_qH}gWVA&Rky zb7TiHfrx04_-i9yfn-d^pmKTLk{CcSi~r+l#&aTAKu0Bu9b*iMf?OPSN|-vXXhR$( zgA9wSGjX+_EXYRvwjpwuQ@D;VpG&+8>61=8S>b-~J-6b-lud*Co4bNvwiWeR{`*x?lo z7$^OAWB2(RpYxStHZhJ}L{!?QeS#6#gFJ2=OC+ zuA~ZK`#g36x}nl-1mOa8YcnQ_2g>w_nl)TNKMwyum+dp~<7oK#r=yCr zIdA;>`i6nuQa^X*@2A&fNSrv0J07p5==~HRabYHe?=ZBU%cX??xUncMr%XVR>i=8b zT{7Pa;FKu8WO5?No`X%)lzix~1Kl#}If(ht9YZm(N-}}!S ztNw3ZEAx{mU<{nvkHkEW9KeWz$T`3|Wp%mG5_+*M2?`5A@o<+Jx8^oqYlQ|G4b;Rc z7xA3z>4F6P3((top17>B9THobWC#~T-5YN(j3?U$^7;h-&fk%e=6bq(1vucnkE@0O zWWxonMm%J&)R5^As&i+iCTJVk_el($cURLZ!1e@qi~3=KN+kg-lQz-(PV3=5=ee6? zaz2zj>PCjkm=E{l-(Eq)r<7JyVYxgfM-0z@Vf&4Aq)ceCR?#K`uwjQISW^6Om1EAn zrPQOKFLY!L zL}yDGf;_nmGf9k-OE6WYZQZ^-Y=_3JvrxOGp(rp@|Dj^#PW@ajG~MA*JO6a+(YM%$ zpij7fM$U{--lo5=C++9vb2}0Nj5D&bqOldQmI#7Ez`A6A1c=3}?p)&S;>MT>la?r4 z81XLQyv$U>(4oObqn1IWq=MPdFbIOxexX#zYugW!c5Wk%lx-D(e9V5#LBB1hSx3qT5@x7cOcIwYK-a8p`>-$jxWj zvHx-50gpc(_KUx;yew0Eh?(c-AF*MZRFCkA1@OdL+>a;_H8$=QwJ=P-xmdYp>*k}) zehOP2vi?krl>DbZ)(qVk6x;Z@jI1bz{FxB}hPB>1;G*%}qBl?(=qF~pVL-rkWiQztG6 z^c6O_qXGTcyy`kwO=`7LQ2%ZD{dl66ZEdH;+Q%ooSrdX z_SQ!4u^q2b94*mY;DnvtYM;aK`)3T?tTxy&~F9>=d*RsUYF# zfJXS;1u;`N>Lqrp%ov9)c+dyIQWDOH5%}m&MX5q4!#3>tUps+7E=fp~i4{dHiWbNV z5wG;H@|LUHJ|B3vht|;0&}3GyaidmEO$``{IMj}p7~3&ZTd;p680e zY=ql1@J~}jg{nygbMeF5yKxQqGrIIK%Xgi)dIrDfz4?%+c1yNx4=gr?ZhQSP4-|qk z?M4KM)F>wek!-N79)J=W{fZb=ye^C*%K-N(VJLjIPl!KM=BSUFIW@Rl4g92D$45PJ zb}*~^-WJKvulOv?YvdJmurs|LlKbvnNxn``HRt(pas!eW%UBMz2$5|)7GUGLt&Wot z*gzu^Btk^k;n2hRtS?ceJ3p-FD1}~?boKq6{^Tmj3>=*cTHgadSOY!1ytw`9P(w(< zbicBYME&&wvDL|US+#b zgv&XyqaL_k|8M)mI*BDxc;?MoxcFg7I7Qw^K%v|}{NEq`FIh0dnx>5o->|LgG)MOE zIT&q&5J5(nJz zNbpcmWw5{)E9_gY?I&+1R?Pj7cCb6oP;Xr5jkWAzoKray0S z!Ix7<4A$p(NLF^PnDkIwV+dVP2E{pZ^~do!KR>VEchNpbKhY8%rn%XPQ2%#0>?v!?Qaz&KA*3D z4dxr%37YF*smI;zcH;07BgqU>Gpmi^n-mnv(X_nz*j)m|`Zx7+%T@08du^ItV23jA zoG_fzP5A8$Y?8NtjuxJp%7d3q+~l$*haUc+I#K^j zJpDY=$Zgg`;B_Sa!2H|FC@G2CmEQlpU3LA%U} zx0s{^asdITS$?~KqC5M~ho-Z(jXxbt(i}tYZfv?Odwuq9B89Gcq6*c%>1NShUkp(e0AAJ-ctl~qD+->^^cG?#9vlFq;(cR?B?)KIt{A|oO`W4~A+a7Ikx zgsJnas@v(GkBr`Z+I|Cofc4lhi}!RpV&tW8#T1FoO)*y0FcIvz_2V|*aQ+Hed3i6E zAO}v8$K>5COjO9EuONm9w@wxECVms$9XmS8Xi<7Hquouw9Bcg5L%oYB~L~Wi*f^oA)2OnhJ(Re09ouTHZDE6&5Ik4@JqNd(fUeX)vfp-{|*; zPi55`gLW)axQ$(-hf#}u~Eb&c*isk3Rv>L!E;@gy#yO1{%JZcpN-4i`kEM%A>7FsE0(TE3x zIVckq0bYeNE{H9suD#wInt_<)^YDw#iw=QC-;h&f^sHH}jI&evJSfp?!QH$NR=OAm zkSaHd+zk&4J4{XN3G?rQ1?~$vXjW~74FGirdJAup+4%w`q&0Ec1FME%wnL=>i3yNW zQSh#}I~RZ$z9#d6@1XS-XdtBO-2fehQdNno6}D_(6c&VG^9zPUe#E;D=dtP76s|bv@s>KLje{_~ zal%(cA_D`m%NWXX!u*ttSA>w#biUcPJHUqkUZ|K7*a_g_u=6UMLMQP01|zZz#F>p@ zGFS)c6byU2VRWtlXrRFmDa7*1>>SzN79E$#dj7$N;@sK6#w%%`wySm!T+5#M>uo<) zf$xXQiV-sJ3G+Akviahk7p4yFyMwwa2ro&HY`R^u67RaXDk(hO;dLk44y{1*#&k0a z0n+8C+n+sS6cNS<$Iigeko0mrOno)1*fGOX@qk7IrI5ZzI3mhv1xi#P&^ia4 zghp~u_*=1oE$y+wv4Y+#LfK z2sc3n2|vK9HicA%~PKLDPYy6=++VAiM%9N5$FId#js_$;XYJ z1FqhNEYeZN+gb{6DZ}ceV3!S8Q1*2jexCo}EIJSB;%9f~x%MW9(K6*+hiO(rvIzn; zna^hF;kW$(*hcR(e0OfpCa+{NcQR+g&J+7FGc_9YCTHOR8a`X_qzaT5(ZKm!?6DeF9f;{ zKHofSA1S92nd+1cJ|c4-zvXiHkE^kFNq+w$&8Fr(s_V#Q4)?49ii~%jhYPjBxg2H7 z2ajJcZ(%&%KZ}`sbYmcJ<~L-KFZLdC+Ys7M(Pa4dm}YIb8H`(DNMgfrDLf1REb@{% z7mib{=cbMVCko@?cB|BQdwIonn~+2C7%h*HY9lE_a9fuN8BhGU{Ql2#u$19p>s)0Go)RDQl?$JS-&8VsBqH00=!%1Pm zhtBiEOY~qJ6&yP#xFByq`i#{?P{yqo2encjANkOJeTnXr~k95_crnWGTi-p znxH(gDHM?QH-8X$tz~{VGjta%H@?Hz3S;GlxH;p0R{D}k-N$u@%=>*wGGc!xQhK zIZZW(;1UM8h0sb9+|GjrjPgW?M7e@q@HtFdEL1=m|5s)o*81{W8K7qec?B+pi_G5u z$a@YGM>k$xHOD4J66C6D6O>V)Z82zh=J4w9JoEDL=>{n;0ni#nKa0C*LZBlMZ#~L} z17 z{f{xPh~X+feF%dF!uHe3yGbSdDz`jlxi5raqJJ{PGulI8^AiLb&TuUhiG$#NY;XHy z-lAieWPl$qgTe6%QdNE==|C4$#zyHcB_)ast@^>P4Er<#qN1Ww{8Se$tWp?73Ly?y zkp7IlOyzKi0wFgTTZtL>+5 z?}Lh`5U`1T1oE_3VRTd!!#>mAB_K^?;DR9%EYLG^)S&zJnQdp}8@N-ISXD0I7?pwJ zC9vkKniPwFpTppqGxxE?_w@Bnp@4d`H3{oN-oCx=RkE_rhrE9$rP!j+XH%{FqJ^BYk1;XW6I{_XqV{nrQ1tPxWC|Q9RF8iz7F8voE+C5re z;zWvtVCai@j%y3TE=|H~mT)X1V1$G)F&Vi?9Yh2Woi`;VC8O=ZZid3B=xFfemm2{7 z08B5_vZ3JEw%y+WUwoDRAY@q&9E$f@82}JKojqpge%L?9LM1zDpbH6XIV}G9=O@P4 z&3L7Z14bt_c!ij$so$?Zox^V7vH+Ww`d>kyI$VU04kDNUNw4QD2;pide_md*en~w= z+Y^1Z^94rbq1f)W3rGMarE$=Y<_peQ%9&Bd{PrIAcZhRYX6RdBdMv{TE3+HG79(*!?=3xHv*UF{-yc`&$ zlr@Vcsf@jUOUN?3m39_sGHbBfFHFtp3DcqzMS_8Pe? zlXC-sOvQJi=xlXcxORQDI>Td-B2Cl2@4wwM+X3wy<*|jgY!0T^EYiLic{?O9LFxHG zU#WY+Uw1IfR{nUj*!a)hCA8%uZK`N3aIuoK!3Qi?8K*@U4`gGw3pq+OGQ9AN~QK%^w%XhlPYDhaDnF=SRU zE{2HI0RmD1H!MR9navRZg9)w&d2t=Il<9JtTn|W+iN)PZ;!`TbC+Lqw9YipczPQ&5 z+oD1-n3_fb4j>Ya>nK`a;^M+=x3{WE@s02RZ+IJZF@~#06&(S!=Z(T^5p;=sBquMw zq&q?|4BBmyegIqQ4CQR9BzQXsjfbj0hHRa{N?-6!kC$XZhZZ_tT0vI#s=Nxf%?gK( z|4?k?exO7YMnD`c$bow><)zZj(+i!#;5lRJ=Ti$1C*JBn=Y{DWsAv12!IF1qQWMK~ z8av3C4~AYc4Pc@YCZL8lW)KCppowwr$LjiP5BH7)Elvm3<2`P|qj>~e=ZjdZR=6$h zcj_n{eqZpGy6-0xG&BOC)Uv~ERsl6XqcB4q7UebZG;Q2v8Dt(m$hF7FFqMXjTTO;} zZlKc-hFPg@!ZW|frFVI}UG#=B|e#v%4k*HepOzlm`Np87F~w z^peVWWSgKJfm>w}}gn`P_6ae%8vJ8*Er4WFrn7Bz%*M5MsXk z=V8`-w@`d9T+U3bh*-Q#oQAEWLea6a>CJ8}#}_LXHHF`8!XaxFaCC*tlRrCIG|E42 z-lE8LcjIl`>(Vs+Ui|-injY7?6VBTTB2g1%1V#@jYv`ycrwOQbsdyj+ghqz2P;?=T zRqM||V82X5yy>M_U>Af3q(s(GnH!-Q0B@J^fM_A`zmeU?*thvu)QTJ%j6#uLR9#)2 zJn$xn_S0}Tcwq1{AREL;)-?RUzrd(@FlTK|op|;s?MsRj4%r)}=_M0J!zEfB$r^UE>Z73>%`0G1Frhw}ci#l*wH}c9xqU z!H=7_;7TZl*VkUVP2>|KY6%?HoTe?=5bh2^Uo0cjCo(*)#yM??u%_WSUPH#<#SfR& zLUOXe>_Hc=2q2k;earzek)D^?GeW-IWXHzN{=^dYdJMWOKCETYhNCp2H!7M_`}6aD zcz-rpEs+c4iNmNr5!#G7p<{|xSRh~GYc!Vlwgi^w<^K;O^*}gTFdOTH{p$sCY$m+!jxNnp-kV;;MYu#`oya~=K3I2-+ zH5V(AHUAq05wQw;w5e{wsX&R$p??!j#rN~kA@fG#G{>;+oHurZx!rzQbgzG?vA9V6 zhLHky=FI87u$_7bTeAc1J^#ILoam}LC3wPV(xcB}0^EI6_w z`77u{fJR7n-(B;sot?~WGf-#9WpqI>)`CFLaAgw8N0;;B&|(1N{I81{m{?e#ym#g; z&gLaGnq+mpvM8sjt2f(C3m9F}Z5E0Cf0}#qsGj$>{rel0%#k6f6q(wgQVMB8lqn>Y zG!olb#!8dQ5T!_oU6F($P3Ea0WlB3F+n7WYnhZti_j81*w~?25jr8nL34_VB8xd$FQ2%%%}Sd}?$0;|%OevNlflx8zH z=2g{t!EHBd2r5L!-2w$`pv(-*hYYvT7&Q9#qDL=i!b#VA#sAh~kQ_DQ?0rT}_s5bH z?!XDXIC%!wH&WJ|8#j^@rio zT6A6u#R6l%*;0${kr}fw!#NbEw_m#aEOOA>N8g3Gt>N=4<-)?}bq8)$Zrk0|s4ymQ z-5c36E9Ndpd%xfv3|2AX74W%B1)BGRElscPJ{wfdad1-dN*O^`s zmu6qI$kZ(lD|8%g?Aw0n_>W@0tj^?O`fgIsoN@a5sf?xQ19Z}VTLhjWQPA{>doAbeS*1+Sa`Pl-|BD>RRJwzf}}uc18wS^1!b zAPj|(7F~Pr4&`;zC%+V?78FLmx-G9)J}znh71%CJF@C~Vc<#$Gfiv5GI=8P}JX;{N zLrV@U-t_mEes+*CC zm=CsRk@JPK2k9hb_n)kH$rHf*|2?39d%8DZS^Qq-*2@0&S#DE>2LA#`EG%w~|GaKJ zUYg*BUf;Hj}>q*;L zW(%9h`Um4LA)Muag~bnC=;X7Mw*Lzcy;K95-^61f@Bw2zq-jjq_e0X9%3XhnV$5PA zofj`_C+9vLw4Ry@%1rneXl9GJ ziawN@o<8f3+A)fk*e&~>7u@|Z98Y|P|L2v$JG5_#H;oQ?{bMCv$Em@)r{<<+qXJLz z{dyavEgMUs$Cqv{OU1w8oj|9ENP5Xow03b`l{=`X>K?S*S$F@11>%-4*`h8#RWmnVjr={tI;{4xIEI?LQUG4oZ7RmygQ zRNmY1o&E`gCI<37;8PO>NXKB%g4Ty$5(~!x}(#UlWEr&0qpt@(fXmyO>{wx`Q>njFQ z+NRqE_%t-smI#mB;oqN@wa}}SEfj4i&U>8(`9*adeKBuim+LMyCaX>bUdz5*KB{EW z563l^-o+}DA29XJ%;yH`-z;yE=L3O$YLO&>5^^M2x_iHlZc zO%<=@1P&E?9m&F^dQFQFJJ! zxK2>^$G?wr7cy`PhwRRdq+hsS4h9N?xX@BD092y|7K=-zapSKMM^MzTC8mGPckr)p zG_jpOKbmi0K*E{>{9lJ9Lhr>~F>dXBZd+}xs6vDW)4hZdoc+U78?U6ly-%2HGh(4Ioq0f<|C=TikR5SNti+=y^6i6gWLTTCoCLtk7kIO|6| zrUFA1`yD?$rh`^TX#_J-JTVz!JgIekv3~g<2MLy*eO2g+54QDpiW6oDhC#Oc zR}#Q&cX&s|H46@Tq3?CUuAuEOT;8&Bs=A+j0`cM_e8U6sG*0(T3DxaQix*I;M+8t3 z{t(sEd%B+Q1zcp7rH_{1OElO#=_HX#>VRv?Hb`_LCE-Znq&&v*nN@{M@ zEby<0_48hB2N~33!iOU^wzlsHaUP@bT4>ziN5)W#j20Cf*E3Ogz2FEugo`Ym;MVf2 z{5qMS_6{sZEaUrreaQNe)^rsP4tM{rA>5`je)kz?#K)r6r{5c>qF7jW1u82k_4LFu1@x!0MorDV04**OgBo!GfyfddiI1=T01X@HxYf0 z;$8WOQ7^eeU~Qg!IsaRlEG>%km+MpAr3L zK)Q@7W}?-k_(^^~>G#^J$IuX}N7Q-<8nqWqkRNFf8GVhKB?bG)kqrgCrtRNE!@)yN ztCPsAe-r<;Xzt2z{UX&#*_sgk*J2`0MB;k3wWJVb^n4T6(@?Ts@Pn~{6l-ynM1D(| zHSWJ-dRUYA6%OxKDjo4DYv0_0-6!iYogEM9PMsls;QaYH^FGtnV8u|O4IjDsn4u#w zCJP<>Z%EQH+?_Qk!Uyy7RMzjz6yhM9;$(Vny_r{O1}&8JD#6G|O4vso!ZcuA~5+{z}ayhr2OB zN1N+hEFu+cy5mKr5qPtjYqRES>P^hEx*IX-8?`ceZz_)+I+pNOQEV_aQ`f~BQUuZ9n6e~|e`b7TE+OAY_ z@0~NPOHJHY{TKRk+wXi3K@m+{S4?1FY*!Q4=C6g0UQ?5=WYYrI;JC4D!T8T-AFZR^ zw)#MB>r$33-1_?EqsJ0R7DO1cu?kUM3DH@y0H07W$eJM?H(u`SG zI<qf*njKp zjmjyrU8L`5P;+6vxJ=l+bYZbI?!d^$_HWPq{$=9mH22RPo9jN!+kD_vzmM1Cy13nX znpt?Vbotj^S&NI$sVQ}}s*KR5P2TRPx@MtW^vSTHy-FR!^q)NKJ0<^?tfJ{IwN?N8 z==o}F_Rd`+3qLgdE}FBcxIU_HDV|VbTui{dhVeyPsaQdbJLd_QD4m^kDAv&Ye4htWwOe zOJ*{D)!6jKRiCk4x^~T?(M<%?`mbL@Gcv{?>dMZTF#~_46z?;8_H54$8}tkZ={Or1 z8Y(i9X2hsbQ)woY@6#ugBmRb3zSXe7PAB(8e!djLI}Pzy9RA(6x4DzNm)Es3A=y+R zlhbXR^i(AyMvgRFwMvUIBHLhYUAV98%DX|PX@F~KGJDHJ2Nw^I?QwC6BVw#r@@G2w zfIAZ&_-pwLI+l_=c<>g$q6NmlW$>!!A9>UeoW zXPiKVOf>Xlt)C=3)ET2vsu~5yT0cy)z0d< zvs_)(i6FsDCuK{B45M3eKl&Hk`gXbB#7*nhhd7R&=HW3+PpP}4g7{KID{Bxnmn*+Z z(b&(BvbPhDO(#Z#8g8uV!#0X*TRb;!p0;%9(4c9X&6x97@%HV_UxpJWPP};K%3A_g z>*WHetb_!W$ifb)-9v8~3lK!p;WqQ6pu>k>ul+e&&S&v-jou*xZ6#6v{ImPv!+Da( zXD|7TQl_(tMS2p|bBj$(OgOzxH!b9)^;SOV#&=dU^44bfg!DG^t%TEoOaKs1T0}(m zcE4%UrZFH=9*919?%ZAyHJ-4-!oulu<`@`uVxg4cz=6p}j!4#BiZ^+6e)S?k`9LyY z5!J!Jd}6@r(5PkePn9*JjQ-1He`y&RSE9Q_wWNbAok&x{r6#&HS?tqw4C8%^S&o1KFYuAMP1rwTtXc{6R>;jMWhR|iK-jvGk2Ul1(!uZ( z2G%eg7M*|pemBnMwkd=2sokV(wv{nOYsiENN}{{SiDg$B=V#INZo z^B!k74>DN$ssQJglu?a0cbsopQo`=0Hbvbfa`YPok>`dO8z=VPk?Z?SGbn9P7--@s zrmk~e`k2f4=y109gYDRHC#TvR1+vLbY$=P)cARf%*;&!u(5q6Kw$JSZk0&GD?%ciG zg_-^rd80vJS=H5_$A9^M*+V7u%S$oGP1cNYgJ_jVIN?Y-%*Im8OYVF;CWc0F<*1k# znIoEMOy-s!K0Cfb<`q?4Qt5Kf)@Com2@?hz87ULF;!FaKnNXt5axW3kDKn;Uk!YIe zrl1gA{nM$l&r8Rv-o1#wTZ!_Hj>=W*#=m&^QU{P5ZxWbzp_Hic^w~3|DNY?0taccE zVBi#wU%!5JlzjU9S;{6NnOF1fT%ky2K?j`X;W9OqfGuzJ&tz~Up(SeHz7CSBD)-*4 zi#PP@z(O}!cX1JEwaq^n;NbnxJSptOgbzyUkM z!=e2Xee$6*{k38UtIi^NG@)HWI@L(hjyLXKfuY)qNz>8b6U$AXmY zP8mdaVx!&pRRbVfw=sR$joB!k>(@^PIO@3MN!k)Q|FYieJ4d`y0qt}w=$Wa9`fCVaA+9VW`tp}BO@L5$Hq2VRzKn!s!f`t z!l}wUcWzr)SZ9!e&+DN90o-#&gn9eUC4pr5ep}&qWm9*Cdk4=x5n`jcEj4xIm)E&H zSFT(s3A%J?JoBP5z1~{fj~}nVjb+Vzo`}KN#CkAx&U!>2Nm{?RfXZdchMp3l2~~j^ zu$8@Kr%c}88&)-R*q45e>nFBcJ~VOjX!O{20v+ z+aBxJH%&N~9~2}ZM>}5g?MorG!y$e9l)-PhF08EW+eL;Eb-`F9Dv4$FO-&)^&gn;X zDXabF*KMAoW4DCao!DV2F=ddNL_+nuW6EGNTD77Q5+b;|@+_nJ@Z!?gptM^}7*r}* zmg5qhgeN9$!bVMez(02Qzpi>GQhiLa?WwtTb~_nsB`N*gKn zZlv$`Dyy8FRIO&r=%uRKgM7p=yf^gfvk_(h{+;`;ui&59xqJ6yKR=^J?e=~DmluFp zP@QovtA2N~vy-bRHIF5qIWAu8#ltJ9nA-!KD4W!Ll=p93?e6dIuO4HSG%vNes_#k7 z+h+hO^HPtLt#DnkL?lJhnHx{moCrtx{?#MGW25><>d2(>W_WuWV)LBK6=g0pkLb~p zCwES>4f7A-Svh_Bw6|g)N`mXERpI=dWN!V{!*?D$c<--ieJ+UA8a=|M1TzEI4?$5R zJ}!}SbARStOOXV43_h-HwdmaP%lF}|^Osq9GZyM$AW*F%d|z;Gu8BtP&dli!f=I8R z;{EVARY4rYrAu!mYZNqug@kkzmx}GlZHX+4h?=h9=dRe$$_z3WH@9F$=U?~kE;)1N z45@pvg@r8h8#{+h>A>I*ac>Yb3hCsr=FT!j#D$)#506en=IejhFad1h?d_d+>(;h0 zYaS_Xi#nn3yc#oe#hW)<3H>3}GG?Z}z7sggyO=P@*`xcXzqqASNVt zq}hHH9~p-5GDJf|y34l8RR8Fw#=n36=6)5_T3@fTin5c6M(z zS1m6;qavU*O~Os%A7j_t1+j6XsAxx|j{v@0Y=%$@T*<7$ivhnUFi$3G|9+f7XJY(GDTV_rJ_#96!uY3%syd;#HG cZT$EFIPHfq*JL-))fMt}x|P)p z3}4MFZ^=Kaxl#=>udfVtD^`^3+_fv%A^m+v^Q@+8OxMqE8PTT;gJtUD*D+hP+W=i@ z#=o!wJC8~Jp6r=$GQGsu81bco(mEfrNX}<8V|U|4WHtkX{z!XUPA8Ak(RmYH_3U9( z;t8i7>Q#|LEF7pYfE67WhbV&*F-mXEi?|a*fV6|eb!D>HPJHEgWVwch1_3!B=cFW_ z>(&KdyEch4sJ*Ugy0?!{{6HE#pAN*0tysA zF5wNq_ek$%6lCJSF*-sPEABRmHa3>DEaQ-y58itO3QJrR#4=#THgN-9yof)cy|b5N z*{{9Dts(Fi7+RDfFsV!KQ0V@AVrd*WsT@TgJJE>qJ=GRCM3CX04ma z+~4O|z_ct_Et9C3O_`AcFv{k!)ZS*EA0HoYN7zazY2w`7FDM9|m1uM@wQNP(!El}T z;0t{51w{(tS#D}-awn;UXQg?`xrav#GD+lzvbHbp^#v&9PpAYgP*;_alf3JLV3qce zb?;Xw1K#eTMCU^&mAr033UFudJ*L5`)ar~!AMJS5pJ%#u6xX1%v@|^Ha$s)g)h?h5 z?!nd1PZoe~YhUM@a5)af#br`zWW$Zb#>e01>Z+@YOU*>weArp8{o>q!1Q}^*?ZCjm zSgIUF_f^Q?Gv%ev1L6XVOOpAPry=^TMk@T;PfXC|3aJ|V-4-_w>}Sv9f@Z@IokHe) z-zl2ZJ1mr?hS_A?wyRGwh`o_S<1FIy0KakH`eqn7hg`IP37FEwPpwy}vWS zps@(#dy99YjBughe!z^`vpvK=bL(LE6|Zt2=^VI)wXlR7c9+TVcY!VK$JTC>Z`|@b zaqGV3XE$z`pJy)BIPZEFaWVtIp2nsWgYLWstc>E-^A|71vC}D$r&*^kO?CrM;u1oP zpX8^JxEhpVPhoUhj{by;irc%lSJT(8ODGpS2v^I_pFe+^huP2U`p<8apE>+_HVD`u zW9;zZJH$N)9&BA;W21e|X-?OMs+4c_ZzjhkBowO}dFLr^IV;Edh4Jq{e=bIpn^dUy zHrjOV>cB^YE_VR)=%)I57q(ojA{WbcHRCDcQogUPy~pEPM0~I#kg(4{W9+zb<1UW; zuH}#(i{g<*gMSVrSjhTS1eukkM`h-x+VJEXx3{hrzn>O+w|Z6hG7o+~b$nA1^={Fp zPoJI=Zkyc+;zojb+NvcV)yw>M1*yc8@RRP>&_gBst@< z$1rCdD1~sM$6#IEedPgap{>U3dJ~cV=H~h(C35P^=2%|o+c`Lhk6nJw!4LUVFe_|E zii(N~LV7q6ut#ytT6gyl=H>~ab%ds7utoBlk$Ppn_SR^P8r6V~CfKQq8*BTKU*3HD z*qLXmcBWC!v17+lUQ{qv)4RD|T_Vt)peGsGoW-==RnO0NC;#7~mAnhtEM%oiyYts` zTuN%XcfVJDbB7nKpsW_gtFveO1glw_c{D!!i9({y$|hx#0A-2yvt9F2L+7PdeLOd8 z*szO%?Z%9Si1_;TYf;K(N}hpF=|ZQ`dV1MODhYFt92ntZqy^ z29=vae>QI)Q<+s#bAbYyJ@=ku|5xQ<&}tCu;yM zUc6ZU(qd~`abJQ__cJ8`O!RT{b?bDMRa6E|?C-U5i=@7xVJp}@W4F7T+q{)~eL?6H z;%Z~ZDqs)T3PU$P<3LpIjeCczv|_B@ynnx)r(^Q4=!R^GX<1z>0yq;e#3vZLVAoY?I{Gx`gQ;M=YykJF>3p|X`%Rh{iW&}Za=!;XTWffcy8zPd-yv~wCN%E}cV zKZXf{JP#LV1tc>ZWfJq^pknoxZ-EEr?o4xY8!V>LR*+L~qNjP)JRYerY*=H$Z^BRo z_a4Lnhgre>rhI$f_0h(^%NgdFM=9PCXR+!q|6K$v*wVpv`SKBhNV$90iaqZN*rv@P zNkt7K&X%U;uH0(AMbzHC`L%Nw{5W<<*X{EFF9RKph7oOXS=-JX5+C^P-M9O-8dXyj ze(ivk!(L;Yhfv>LHPGP~y?cH}>Z3hK*6ouZ3|FmMRgc{97KPfJs*+*%S^mE^ZK!?H zok>c=6LYmHHW(H9`inYGW^_1-F>;w`; z}tB;bq!BG^4S}ZDVLy7e4n3jhsxCgoQhTKZ`G-xYOw!3 zgheR%Z>zpp1jjUCGE=ju<(%ppCb^gaSTy6du&7DlvK6?r+jxvah@LP6QhkChR0Yz2&9f3 zR%L+eKe5_G{ZLU;vnx2b19Np$ zxP3*`I2hGTTxbfgL)d3uYOSO9)BpZEIBmpEnZ0a87a9dmQ@!Qki)whGWX%C4dxs~?`t%|-tEOx2yZ0{2D&^nWZ*w9nIwl$iaqko-`RYL0QcxaBEJ-h$M;z}Q`6m-RhON0L!sJ|i=PSw`cy+QX_COPNW@#Dxj@`S}xkG2o1)G;G+~5x>YF>|$4~&Ar-V{i?{9A0ozdDIhk|;;TcJ;NE|o(VePkOR306V`-=2jB;) zcqX}-9VBaBUyoq_Xyc}o(&f#~N6@@4Zu+bgX}uia19)kE5Lj824x9b&ay?Sj#_O9< zxH#v6d2Bs&tEl?^!KSC7V_=F%NmHmfTDluH{5mx|-p_bUg9B><*5}4XeiCwNbYTLNSvrM^OLPa!S#Wx_ zx|Q-Aqtr3OsxBPurRkGGp{TB=CLwzYUh?~wm%9nOE?DDkmy}G)aJnWjQu;7;$`lty zlXG^>VdW%7*FO{}679ysCnQJ(OsIH)e((C?P zI0aj$t(!1$A}AyYSjH9f3qt4UPNV>R#UFm2b9;%dw5)6;#4WP=yU3n{jFmYe0u|L` zs`!)L;BK>)m8dd2q6?fLl=_uJ<5qV8%}UOV*|&T5hq6vb9}nNVaIc{mcV4%7pvk%_ zIW+vjA&1Zc4)5posvtLHo;_QDBkbSor89`cB7U;7wX;}7AzAQwQAT+(?2}yAu5VXU z?u)O`OhqQKnKgaXs8K#DiiFKeLQSKO(P+{Mjt)-Vw1Op|)n|Kx7b^!j$I4wQ@l*jNod*2bH_B0nWm%bOyU zBMG?*%<}Sz0d|$u0jrSo{$;xn5nW3A)0VWzp)2+bUp~{U&FXB>RHu>HVm&u*+@>Z6 z-o1s~^e+OUh=+pahxiCedvHKUmVCw!h8hLuKmM6mnRWEg-+`4qU3dYt*5rf<>bWD<#~{O0rXB+Q0s-p@%x(mxINhaPOdbGKS+U+MoN&zpDl6v6OAAIAf0$jS zixilJ(5X?i^n~rHy~xu{2RK5-F0xJJ5hUdznred~H9MX>wBIsi9)B~5qJYH!nK?Nj z2M+W{q7LPYI2G8fdX2c3dEtV=@)M>DY_{_c>{aS25vujP)B;LJ4#v-dAM%gZ6*Nr6 z5+Q9Sl1jef+l@a?r>CQ?cvANn-|_DUxlfYCKXJdp%S=Ae&N=#Szo_y%r{b-&zU#0> zM;k)5F8$F*D&MWNhrE5=-e$lV7S)NC^L1s6zIm()5WM;86TnJC&x$Zw{l?9*XL_ls*=`sXzr&{eDYarF797hE}T7b@BZ0 zr+&Jk!hwRmzU8pv=uXxf4~!#r5`fuR+u(ks?J>pyIN>CcEU8X5q>!WL&P*5)lu>Gd zUf&CTl&&}@yH_Dx=h%r8Z?S0=!V?QQVabvuNAL^qTxjd-PxbR_b^mA{+WNBU{d=NS z2Rebba-W$TBZ0Kn7(Uz`-+^Gji7;NQ?9>=KGzkxkQJUtMF+G_vW&t2=`Nis136>5* z|MFK?$G2bGOg1_hIOMxRY-}vz)nxu>P+CM^CT8r!e4(zdAJbpUBit1f!MS?7+8$F9 z95EG|8DK7hv=gtH%?fb{?AD3yFGjoY%-qP{vP(|(X)J!)UX)$ zglIIFK6DKziw@2RoJJkBXAXUJ_HTvu;@CS&gq#I5>m@I5y;3tP?k>1@rH~@w;mkqx z2+!d(Q-9i=(tG#nS4Bmg;Gqmz37M}?DRcjjepiyM5Hvv&Mb3--_o|${HfV0D4OPZ1 z^nQT|g?2}}(jGT%JA6HikVoc#Zt7!tk8;_&a8KNG3_%}H^!t51f z?^ESkn!>KMhZWpr?&M~3fC*h_+6D&IA1@oMd67qQ+Y2v1Wo?#Gj`@J$WMA_zl6R9` z0v?|XXb~DBkIt@LUC2*Kz=Nk(Hjkl*+l7zj;-yPTM~?>YXxJTM0I|h_&B&f|#rN;a zD=O~f2MG)`#sw|{S(~;exXvEJpcfS<2jA#>ym?Z^w=+R$TYXl)`KkX%Y-AIb zf=@UWaCyje>o$c1DzB{E4Yl~`^XJGL!4J3Hex3L~h5(_w;4F8=D~nNAij=Y)Vy%KO zWkDSR65fqDk!}tdKdDn_LS!C>e#->rMn%b^3-+v({ui4B$kWiTSsTVp4pK+EP>p&W zV$5Jo1AZ|2d^1@`c9q^c0ltNf1_7&zsv%0$iVq*;0OveUxYlFW#z~CQ=0wNE-7ZP} z`M|NPT_$aC2@93fqVEu}O-p-Lo%?a@@@ip6pjATKuh|o;Pg6v~|JL{6K<9^b>aG;p z+UiG2OelXSy<*N#D7JCahpOtYcb_!#c~ahuZC!iy?(Js%O8TUdiOuVeIitJ2 za{F8YU~zwQV;jCK3&J2HvctIS{U=>zqY zirv5INYqA-?2JHa0etsa;aYs9cW9JJ(f`)W+<-P0eVT?rP-`!HpzMcDR2%}>*)T{X zP%rkl3ceL-JrtBo;wsH@pT-kxmNKuwY`@fOz> znP3`k-qL^|&*3)eeFJX|1dcH0&7R%kb-mQdnzg`4)&{P4>3e+~03YK?o5JA?W1sYu zmm@K(2zMOp8#W=fG0tf4%U+#wv#B}p{;RWDVfUEa*4`xJd^)tm@e|q% zy^;bnBak|4c!UcB2s!rl-Mi*KKI6f9hvj^Iea+Kthd??(JA%i-Z^2itOsqRVVy&pH z-OcI&H=KiZ*L?L^Tj;uWZ6r&*L;)~(Z~b>J+56#6|Ja_=->G&7p9wGaWPKVUmJ-9J z%n?(mSj9@uDbuFSpEx{2|C~bvoUstnh``&)ZpgK4Xj-4hjlT(&XsJt$vwDH24hWJ@ zH4Hy+gS+UQW>Z;nC869x%S$()wb|it`>4GKD_0sfS9BCOji02Ks5VB$Ds*^;GF1xo zdJiOo;`nF+5URJl_Q8p92zM(*7E@ch#|I}@~yASq4>J&H4D9s#@NO2&5Buggy$;am~p3dKLikZz^3Ml>v^wN>@yxsQH zEigg_^33yOr;Ht0SvpW8f#pWb0sk+;@xitCnPlV%D3FCvGXy0ErpH-1{`Ro>X5&^->Q`Z(THv;IvrbGi)e%|X zoxziueOBF!YSy!$DH7Ukl1|LU^T9P`2C2>03Tn^uxm0|=azuO@(@h44vVfd_gi+K@B<^i2_?q*-S`1FW;4zwf{5dl+J z_+Zmv{+M;p8Jkfj8_m9`^WF(cS=X*ZP}^Pi8&5JFJH^7{C=i3^Ab7`)PDqTI=q;$} zp@9J|E@~nV;(LLVuMbN5T3EC3bIqX+j?oxw1;+;U-~99E4T7WY!P8HcuQPX=w%=-I zYC)BLp`3bXRDX8M22pwE)YsP+C33k?GSC(6F>>tQxwE2Vs)a>1!S8r^ZHqgbR9uk` zfNuv){znTHdKC~jo8_G`I)!l#>By)3R8)$A0r#oLT2^BB%frZa&~fxKMuv@W0bJ5x5y@c?#k_?CVMwraP^?f4HGBoPMge~8-#u^wb z1CqIiFZib7Hn0wR$L{d(B?vNnVp^1EAQj04)j8mH~ef;+G#P|N8QLpEmD$C|yjWv^hO1$ZwIMKUajj!^f zCwA7E^eO^9wF?zzSXsG2=V~E9>DZQel&#RuIeT^qBKR=9=)ZsMm3(Ruy4b#Bmn5Yt(_E}H_a&A#Ml>GE!S?iCm7E6#z9(#6&0 zv2x`-%ABvQ&Z_Ex>-U>ams79WmX)0?!m84^Rn1S=yQzqLE=oTU_}nS+;C4fXB#&o7Lb zv-r%OvVBTg*T+n?>_y#b<7PEs+fqpAXn6EGDnbIcTScE0QoHASxNhCs=pu4TRq>LbI0gX*} zgiOWUEfG6+<_T2glHbAU>ot#Gwwf`x!CG@~-8pV(pYCIHZkc(TL&gkEorvLbI#asZ zh02>do#bH^Zc=K15Tpq-v_ZF_u=}5+9N9s5cVo~9_RQ@RI6>1CECDz|aU10Swb#$@ zpLYXYX}s;ilIWd#_H2)iRuGW3Vy?fyN7w(JJgcnJ!Hq9}XAHYM(CYT#IgbD0!GI8p z({}Cf<<+&_aPe#**;c2e_2uDG*zc5i_@8cU?r>_>H)GRywYDeMgX9~l$^Id@J;f?V z`f;{SbCn9hyN%c?q2!n3(M~257K990r3hJE5kZclcg#NVcC|llP*F@VTx&>3na!(z$%e%9XzgRAf8*B$RgOC*o8ZG!L5!r&0RQ zdUvmX2KUM9$Ct$fw+<3f2z~v!K?G+I7Kpy1i=qrgl$sFoz+co%Z%4{NYo9y*TN3%@ z-zQf?EEN`*x2Z~-1#wCg-C@pU&p2M{05pLSzVY9GEm`hTV(mD1JAeL={wI5?Rn;Z? zYBnH!bcIQR+DNo|K><-TFYL$X=RfQ;vz~srWm8F)GR4AxRo@>|%Q=*6EgNxm^ijEy z=50ohC*skq`5#_g+x3RDs1PY{>GxpiY(8|f@c(~+A3Jo&jpl8flrqx%@CA$yi7LMRF(upK{pO#scMtBDCg-z} z5S#z-VQ=Brp~^c_x_m`?_h{T<6l}>D^Nh}AzBe~iud3TIFRZiAq|T?$fA0Awvs94L zPM$m&#N*cUW5yYH4;T(^VbT7P^V@>QYJ^@57c?)l8D_OkAdopPyx*XhfIne9{2GQ^ z%C*eLeIkeYgv;~G{P|&11!;w}p2^beU4TAGtB&%22K=aV{Dr`P}f nXa1mZUb2kV{}2D?FO%3%D`tKOYr{!f$(|> literal 46281 zcmeFZbyQVbyf41(qo^E@fs#i>5d&1D>)4_KN;jy4G?LO7fC&l$(kdX`-5gOV0i_$1 zlGt?T`%HYd-n;MKcYpW3KYn9e#&AgNz4lsj&H4R)YOcrEBra~*M8Anbp==SmbWVyw zS(`witXBAKJ$_@_!$Ob$)|#CWllcu_cE4#p!p|E`E-9K(D6}`ozf}>U;kp#cpA@lk zr)BO247S?ZRZK1yjrLklHMs;|NBS1J@Ou{qRHi-pD8FN$>vO5uxlPU!hOh0qf8V=z zr~k}Nu?y_yy`RfI@-qFxuVZM++}u0u+HPU58mFJE+Z4t;-Av80Z=N4t$`OsP?9Eac zoV9msWAVJP+XZJrzSy)l23P<3)~V%pja4h(7DR6Q@9+K}kAVp--`$ZnU$m3og@i1B z<=eY=@1`wVQgxp`ed^h0AZKT{z(Oy`iNDDvX^N?4nfJx9(6}8qaG=D1=Lio^TEdmg z=y&hlY4Z46%#3{h!0}11%=_3$|8hT3M~53et0@J-t`r)IlkKAt&BG%nt{(K9wBQX3 z3+sD8EAsUUXD%xzXMDCzjP1QfgNo7Gi0dKQ4hz|f4!yECiWX1ra&YLa&(B^q8q~RL zVPG^`<`Su%l}$HN6`uPU^5pU3Z{1}+G}(+4$`E^;vnpmxMs8Ku75(}+)v?LRVqBpUD9zI{I@C+8MMzL7ZQUbR2|_~Ttf#G&jdyk~j#(~fu9+fL;! z%?;4=n}%NYIxO39YkAxL3(u~N_mp$nP8n=r5=coXTSe&zI_ zGgDkt)EoEA@XpN04g0yiaGUfbghiZ4{=nP8z}rnJ zk!Q}FnWzvPCR6-eEC%Yt@7=pMHZ~@8?%YF%neVQ4s-6pcCLK--3ky4b|6L>feKn3J zo2n<9nU&RZS5Q?#N?IDHePniawxp=&qG5AdZC$J~(^Rg*VwQHfUl?v?DSm(c=`Pv3 zcQe`?<_%rho;Bpa*5O>N1PrlI4Ixq0(lU7Tuk zmc@Y5ypE=3gqY{SrcAT&{`&a%A{IxLaLHh~GiUBIJIvfD4-!^hoS#mQ*2R4EH{D3Qq!&kgEhQ)E=I{qd4@fyeV*G3;XeE9MPTIQOu?y}k}3;k>xV>V%7RlK+Q z@piVZfdTTFQKuiQw_H4P_Ut4kX7m*wj{a{Uu6avy`k5ISmps;Q-u(s_k5w*L?$28} zo|r$|!|)9co9 zfXFf~RR(i}jO`?~S$@M-#+5s5<=OFG zhJ&6ZkKEnUbvfnZ0=Ci9`-SJtPY+x1Szf*R?8ZsoXJJ=-dLpNe$j9x*BD~OD>NQ@| zeth$-wj67h63vr-r*v6M6G>xprs%@?yOBGTus$qen=EJ$V@z zXlOXxo}W(+*&AeA@qQUgdyBfddLh0@$xgLjoSP(vL{)7)F*iA&^ZM$+!utC9-J%XT zvlYXwfNfT1DQ8ilDpO<;KTPpZ4Hm@BV!2 zI%e16UpY!mZ%=FVe*OA3j=2Bm(Jws$Zp^|>m+*4*YluNgL_i0M=Wd~>FuOTpq69{sre@|7#nnwp_FE$#Hm znn-EcWNmTr0KV&7Iu$jd%d?VRM-`=>?mAXFe&^VS4f~nz<6_N|jkO&=e(aN%pD$TLv8}X!k8DW?`G++S=Nl#oX$FePRc$c)yB{j-Emfc@d6|rB0vzI}nyD zhgwcVUv>BZWxG`1%}wZvS<`ShEY0c&FU@q0jgEdpG1-YK z-#WE8-G0Sm-~RnfLk!!ty+t83Y|m3I_v5a{pjyn1X>l7i$)JH)F7DsIpWCQ~4}Weo zYA#RTtF(6AIx!Eu+9)k6eZOuotBdZ;xm13ooYBt=JfiiH(ib;w+}K|g_Eco<=l)#$ z(oeu5N}Pq3miCxxmJHfYEp81)BGqozwAHHJ-dZH?JZ=$VTKes8XVe`RQ`3yw<9f>d z^)df0OG?TsD7?04ja1&rE_F`OYA9u?C0R!@cjm{_D7jd_AiFU!ZsRr;alcd7H8eEx z267k}b6vfs)1|^LTc+RhE7!)2s=^3*4wxqY`1DkH*?>ZEYTjRfk+Vd*cwbz6$*?U) zkyd2p4JjuD1%G8`W|kb^{OR-O9_zhUSFUMvCA>-fgd$rLrz)tLYa<(MH})8}+#oGj z&`P3e`M!&?ViVWNlVdgQV-E$cEc?&S%{8SeYH#mOLz&Xw>h8rt>LMA7fz1)h&d$z# ze{W!s(bJ2<`hAZ++Wzg1>89MH^`A@^D}scN^nLy@%fF8Mpr;rer&`LAkY@4kq?lrW zs-ErPI%U{&%J=HQRE(4-o1|QzfW=Tm&wY>f>H4I_p6O|cxU%x3xUnrzB z$tf#D{UMX{$=R2$Uq_(!9}y5x($&@VK2-Fw#7b1I znzv^+F!7t7Lys}bNJu@Pz<1}z!@?78ETTr$ocW7^&fPZMJM6B$K7KkfGIG=A%{5pn zgGTOOqH$sZ2I(sC%JH{)D+0X&1F0ikUS4794zr)M1JrVD*txl7(MM{-gB_wA7Uy(P z=k==JKd%VjH@nC!=qZS@(bv}}!L@%2faa=IyC{_DLynG)dtBZYy3#fqHlvoX(A&1> z*?Sl*m^wtq=PwDU-&(g}Ls@I9a8dIBuD>?qBCTO-mh7z}w^U`@(tScgDjq4oU#`u^ zsNN1T%ulHt^jg&f%1#($jymoS+e%ziB)m(V2c)y>ZRUAO{M6+=| zxwty2cQ|{SkxN_b(RnQ`t?umi_pbpz2IxdnvcEl4e)^b=Ep~N&ruWO&>-|N23vJpfMjLRo@8WXUM(#SJNEKP zcpem&$u!jp3l04l;x3ZZm}by;55ZX=F1#c9trO9~5zM0WZ`ct=G0D0Zy ztsCtuGOV*HW!FskGM8ojJkrUDf}4!q(jDzkHg|irHU3RTMn>0smV(`MtCfdQ3@_;K zm+7cc6Mb(Pql&UtxzzsF+I!zs?857lOx>14lP6BRK3`R2*aBYOQck#nO( zEV9vZ$CyOy6oMV*BAe2U<55q$^m72W6xi9>n=iGZnA(=Bd_*qhg}b|Z>-KeQS6{!u94Qarm-gp1 zmILRp==rke04wWHR31Nmv-iNnKFc%{8^nE2o+o9*k6Zse*h*Pp;n{3UYE^HrBS+!! zi7#B0KTFtxQyRmK+w%lWyB?7q0y1^hLnh?H7V_RT8@7_WjqW(Eau&FM^2bxo{^Uv# zX)I;J4+xA43JL;r3=(gD{d)I6Y-qGxEP?y?A3U(=uVJUQX3P8Y7*^qS5S%Y21*|3$ zqi}-Tpy3)24v5HQ35hzOEg7&g%+*o>OB^5t)5v0|MbTYo>=BUn&OiRRN!QVO_~c0` z?PNvpiyC*)C9+b*s-olb{Cf3AE_P36DJW=vY3-ZSqEHr&?V(T#`k44k3IIJWn471F z&r6CfYNqJdR~$m?{!XPDo;!DLHvs5yfX2Eis8aA2s+jbRi>x>K! zI*IGpA}J}^d2a*r@q>~<1}gaut>mD1f6#y^#_W54zurWDZP|NacJ>nd#ih}JhXAWG z10IIN#6+I?!M5DypS96G+ji{G%*f2#6L#6_q|Ic%)?j0D(f33Y^k-m;yKmgM;o|D* z`h9rVSZHCS@UxG)gKoXmFQAqr`2I%M0<%I_uV0Kp;)kCtnaS4^Z=NqKDk?Iuvf>5j z)B+$_J}wulq*d>Ti9{e8v+dvs*G`OL<8lA;&nddqMz(|gl_$8lYj4*^d42Efyfrg3 zvm0gT1QxAFXC8~)$h}eUs69Xlye+M*&oN&Z(4@Ht(CPg7Eu_xDtmn%K0gHakSDfl? zBV%JHpU`m{J#=+tKpp1cP|48X(ngILEj<#y8~mELrKM%ef(hK^c1@IQ*~r91ii6rw zR4X#vi~{DxO;Z=!&R%r19J5v3TzDMC^!eAX*FsP^tOYJoC?*d|j*n$_08r0VqrF`L zEv&}Giw3Wwv*fo5l@6BxkBXHD;JaZ)vuDK0BOo9KVEcCID|Y&mnwM_)tN|~6u(Egi=w$HYBc7P49LO@A0K&q)#f5c9UPL8c`3nC`ukhdWF9b#oY zhXv-Wx|RI7gL4S9OaK@jI5p&t1DAJL@@LTemT;}3E=Dl~m~59NW3?YcUBSqJ~lo+->kldlG$myI>8D$$4*W~l~r$7jUD^0 z+|a!vYhT-WbH|2u!4!V0o`5g;ev<`jXd?_7lW@ral=kguGeH^K%&#oZlj9%#u`&!G zS)_-peErMsTF!%bat{7M;p4|ewMe8s(sNc_O<^mVUc0pQw*;r`N9tEswQOzQPB99% z(VYCivC7F4=jFIz?Y|uUHlm1(_g2zjJT*cT5^rvzp&?_1uLaT7M|b!E)kgvOIjgRx z@DVzA<|zJDAcm3ts-UfQOeNzQ=>lDPln$3bL8~aBkS|-w83+8fYS$)JOy-@;%xVo< zFDUf^X%vKmKJ9F z!P;6a!OQGdWY|s2t9Av{0l~bwbKq={mr%Ftm*|ADM6_QI=+8epB;(N7DU>A< zg^x@bMT~qVe*so)`t7%`-wRz0(^PZrUdL_o0*2r*XwXPDMETRJj|;r~>d@PL=buE} z{Pcug#4e*EP_TD|4_t)Miygam9fUTxZtdC#04jQ3qX2Qyh1xygEU{l+A%DE0ijC%cYC0l-)cx2Xagm?@0M5=94h;IaqQRztnK*&K+nt=#D< z{wR`>Xzf|cOY_}SYV1LAzeD`|idE022S3rN%iwsjp_jHn*HQ(7C`$}Nc^?kd8sJ}h03*{ocV4n?*?s)4 zY^z~81A~}y8%6ZKC(obDf(H|L1Q2)l*fDYAoKY9Kc(vG?8W}L>FHMg4U;@djs;g_? zou?su7-ibSVXlu2yr{ocUOhFEJv}wpsBIURqgii-?%YHlkt0ZV8%P7~=@sY!gCnA$ zYKF;aCP7Pb-YI6i5@ZcNe*Bm;iT=7+eX9k0SZwsKdzk6s6^Nx9Q` zfk+5*7>`=0QA8gY{qYGOh(9)kuHQo6@T@l7SpCzdPmx!BPZF*Q?emqNUlhO+%EEImFkQS)fq{uohF&}o~c*I=9s^7q3 z_XeC2zfqWvQ_ok!yYyNz5;3~RSXfvF(tsfea-I13jj&=?b}lYysPNY>TyR+e(C#O= zFY-VOTmZ!q1glY|50yaa5k^r?#N+ZA) z^IZ-YQ7Pp%Q3Lc})J4m45^}wrO@io-vGWj?*f}^PP&(_-g1f$dztO6_@lZPi-!1f~ z4yjMB6oFhP<=Lpe}7C|9UPZ{ShAwCr2Z z(<38a0mX=Wfos1609@w7S#Lkxs#DDgersf8botUHlikdidj0q)=omgwELWIj)qViz zB8do!{qo|pM<`~CYxDkn`(Al?yhCw`#)9B!W^9#H$THUzlLDz)C9fBcrgm5Ki+JM>ApdttPEIwI#>PheyriTgnfF)sh%M9DL6r3C6)@VWY}9k; zTGn>&H@zPpZ{M2EBI?lczFqx!cg}~xLgRT6Vk;J?Z^Ko&6I~FRU>KO%ZB*STmCU3I z?#!{z8F-r}^lKtsI?Pjf7eNWF>C>-=T<{336q!FNxri?d5Q*%mn3$t0qL$o?Zg%V0 zjmkLwfmVeVZQHJ7hpC^=_VlCiNKa44`iesZTVPKYCLisTytiQW&}m2%{cX9~fYT|O zC4a12zg`bz%hbX`)}2|{;EWqY?MqpSCYf6AtICN&XPm!SH)rO$m1zfTDku;{w6l-;$vGYn!^=y@XL)q1&fy($moGmdDw4k;R=6~NI4mC* z1ChSR`pW`b;1{p*{b-uLzCG*Z>r2{>l5u2?qK!>f8f>87yjJc=YZ3iFmNI^kuz2(# zvM5Z%Ak$BKwEwT(yu$&U+cjN$YT#v$p-(3 z4wE}xA*lED%{^kapm6kKRaF6d#8~7`R9#U@)_yKvIT&HonpFaSfKbxEA8e>i(z*gm zr!l}4qfgIc5CKv>IoK!-GKP+J9XEOsLUYeudo*lfh7d=Kv=}VpRNHBzScSwhA|fJ6 z2^xPhsn0j-qWr>bBgz?CL|xXkCE$a>ph1OeMvIK+P>ToZVnM{c56eWnL3fBiLzshL zZVtcT02^C0#s+__Q;pm}7SpEfKsaq-<35|R*Sc=X;_xha)p=$BVjZZJJPOxjow70e zi4)gxIx8}-FNxAuHlX$R*Dre5feO6s~tE6*je|b$R?SX>_ODiiS|Ni@L zo2f<}GHCvHP%uMK4fHYQbA!p1Ac_ZPXJ!c2v7x5c8_Zp}a6u2I3B90YjQ3H+ea6Pd zq=K_J%)G^V=r*}A3Ptm;vo4#zK~$ijyIx75{K^8v0Zm--DD^((ukR$A?_f{F&(6=! ztI@O3R}W(z6MiBE?*q4aFi!FGF}w!_Cn1HwfEXU~d2{U=!E^|OHYwiK(MuukP6U#8&ZsnoM( zspb&JHiFg10 zv+(}pQLb}xb9e696A4STadI9iPEEYJsPIU^8Zyss-;O98wWKzMks$=fg?N7*hpNf5 zw}rSlNgKF-z+0eILxKy+Hq1WD*R#Mqe!Q2L}y^!wxMm5zr?T zreq%+4ZX&sFhDGwYAZk^@;5-Nos5h}JxjVwzD&2-N)G2v2NCBoQaW7k=hwF@Ef*Uq#!=M?EiJm!>P2|V-?+=TJsGT@* zg8sOM6ExJWA3xrG3%S@l!32A&B3LvYiyR`?{-P7M6F=WVbk!Sb$+Us_K3R2zvk$U> zEKZXf*LI)p7e8}q-dA9{54F$}#9(fE*w}D?7KN!S>=N?KjKdOXCppI~c;q2PlV#excv zHD_vNwS2ayxX=6B{kC391Qaw+`l77eTg}q^GBlL+JW2>~sAcjWcY23D>vS4r)9Di) zwlwrxLO?OZ*`1Ka>Wy>-Ee93i=81+}Z%?zYfGC5!?RFurU%wU=s-tRZY4u6<9LQXk zQ4(_L@3rUF_4Rv2XPHlVps{b#%mD^G49D5!Mg&ZESVmq@WZ&ZoZ$lU-cbC9t)S%42 z+dFW~pO@K%;0a zw{d?hsW8X%aKU!=_T4B70I|1G<4fUvnr$Jt6dha^$j{owCJMu4GhWUM2PJTL{IR>c zJPP&B-MbG#`1CraEQg{Yi!?##a_m`x83yQ;z3a>M4N3bGww+38lN$iJMC<8~O>Z;Z zedhcM?Hz#AZ!-{^PNZaOYio88OE}^XCSI|E+BGqn;l6kfcfMi4E;*oXb@uFQzyy+v z=>l^H*T0QYAmF%UmlxNXY1VtnwCfTvNg#$DR?Ep~N;A}-uBn8yUTnalk5_Ij%EU@S zWx*0)&z?5H8h-NV(Tm{VU=rPcyT8~gx_oEGIx*&s#aNe^@Zv-@q1#x|yN)VoR1ZTV z?1yQNRDldQF{zAbL1m*t^$^xj8Y9m={)6NZ;QU6QN)AAIv9zzpf`C;Lt(2-)S2;sK zFD7A6#`@M0PqtdrSK>L6^a~acRSy%sAUE1Z)55|!_Gx*v;;^=}>aL-a+8X>X-@N(L zHGLzqsDp}!41E3Uq+zP2wssUML{s7|S0e4<2DOeVB=BN5RP!BFA#&wYQ*$jAqvh4C z&u>3?^%^R?&D0<}x^t{ru2Ou?*c0+L&b*m3APAXm)|36R!V_Q5HYI62#j(POIfhh6 zeD0JVs>zrIhqny`ig>nQJE^?9JOHKFJjQJ?T4mmm2t~m{uO(sOUGv^Jgzuw)Kaz;MTU=7R7Pf=^pN{|g9@XN#Kq5d)D zw3N(N9#&S?%3hyps_TOdv~s4VNti+hMUkEX+4bWw^z-oa^upPNb61@_d9nsE84`Yh z|Fx1b0);xVckgLh(S-!<${<7gg0pZINIV7gmDn|wv|5+0Uai5*AvQ;`!BYFOBOWa z^=H+pRV494IA==ADPl@1<=Uho*CY$qLw^}9Q5Te&Fm)n}z)d@Zmj5rj`e2&SO_?Hm4pv4ttMK`DkISm)9qKJ7(TYuN7UHp*?NnFQLBV(&kN`2<36ng~p&sBFju5CD&5RST>dcag=uMmq*FiI^19 zZZU>;?%ctWm&OrbdhheUR{qD~+{LM8;v$wSK!gdgnI4L@9`9*fdwv(pfEC1m9G*hH zt=ir1>xgZJZj-Vxfwakn1_cBe6wuPW;n<0nqw>)U+oZgg2-GtS1_dZ&({ZEczKq+P zygpft!<)6MW)BDX_lk{PJdg(74WTVG(KJ$jNFZ2<79_Hr zb<^y;P!p9hOx}{_T(9ofs;vxe!F~JdpO7z_z6c~gl=e<2g(I__5H_%6L*|y__H*Wl zO6cMgExA6Z*-y$sY`qPo#WL0U?%kiydD~28f-XxD>BXX7#=j#61&*vQ0%))JEKTqD z2AB1cN1Oe$s{cr-sR$NTO7!2~djHBgF(96_$f$zk85A%N+$iF~R_99u3XmKoquV-+ ze!=Vs^ktxBb*N|GieK(0uBL3nwbP@cqXKp_2|bm;#?)y<`Skz3zm7OFpdv^5E;!XD z+&ByUZ2&V(4g>|H^+4hA9SjWmW&z+%r?K!~v4VC6?4YTR?7SZC+#PEZ-263wJIs(Erk!f_-K20H$JV97OSWVy6py@-<_z@zZZ z8>n5gQGG;~Q#Q^G!+4M~P69(HZHLs=+wGq3Z+)Felq%9K5JF4ec!sqP_roG1I7Cs= z%0Faa2R(fh#GV151R`!ySNr=D-3!i{9MCJ3+3ruVmoHzEQ^!g*G9(%Zw2@FqKJ5GV z7iP6XwtE#A7z?(b-;RJFJH%gPL3xt>je3wNK(lB{b$$3S0&SJQju{#{I#>1-mNs-l zc>l`zY*_8xJw5LqK3wZM@cLhhTcHdC!-V3J)Z)}&V+eH0hC$o$UJVFzS-^7OCcPtE zI0c&Q0$OqpbMH~gN{*t$fEAF0U2OSn-;QVObh zc8a9i++Rlnkzc#o3T3HIIpS#NGpt-pfA}DY>lIK5PWoP*>+v@R8_?r|^D2cLOYAE8 zAr-_%$s7d3=+PG~yI+6$^l5%KaE|L*nwnj^H55N*Sc`}Fw>mB_;$}gPmO(It8y#L8 zNf-3=7r-VU%i-+O?<3AQZ?dLm1DgY|t0uw)v>d>!$h)IIh!O<#<-KHZQ0MBl+1SiK zyDS&o82R6!&UMpkv<~H_1V}?_6SqZ`n;3RnR)%){&8$+Gt?%=*qgGZ{lRv)|HgN(C zc$g!^1$&gINPsbR)FOMJ?~sWnt9(6!V=l0_VlzTR(Gaq-uPxTm!|weP20VJ9IHo~U zj&(A#-Nk(2^!R4~s`2$`US=7S9<$k4XijX!VwP>7Bo z57$`rZWqWu@RB^y_b}}zp#8H83AGIE#yDR`z6}O33HRUx1{~Y%vOT-`ys5nTj7%(6 zpOfMmVkP~unaW}gmK}SPo|MwdGhdQKMQ7NW9?W-VpE|d1xppqlNK>ADwnUInBoP@P z36SV;Eo3Vp(LJNN({0Hjfw0GAiNXMZkz23kkpH9`V~OtD$($OFlAb!1r^*jPlv{`9 zT8-BGY1vBD3x-c8K@umGP4PTtM>Sd=5v(9NwiqppjF@DLmZdLc=G6wONnQjDmqo^= zxlSXKi3`FF32wk{Kse}>P6cD`RFgh{)GLeA^U6g&n}+`9xWPbnK8g?(N-cP`J7e1i zi)8;bZ*XYD!bimJ0a{gq+wMe|bl^)cKuaY43D`_TAiQUsE}Sp9H%AfB5REw$weT=7 zc>coJQ(~_SSc18`-g_M8AZD{LT0~7FHjb5ydv~7=KU1}7Srbq$Qc8_U2kH}YItCE<*MaDI!fMl`Ppxb3}>`Q2t;NrcAGO=JV{-H??cZNJ@dxz%W%Wmbq#|3fNk75>_b zav4BO%r9TA5`m#9%ObkaA=rM(m+*kaOh{)Qp`d+zUwpahh}cRbzmuEK0!?I7M?*qF zz-(dx4;o^Q5w&gLU9^X5&1 zG*X-W;66Yw2Xy4jwm+t?nhRHss3EJ@tcguu)ouV119B#Vs1=ioCPZIcS~D(gzsu%5 zz-K+aI*b*Jm_YA{v_DYEZ@(4yIG$V-br=zpT(@+NA9+aQyFRTU_!O9J1jOOxCux16UnR2{#^)2r1GiiqpEN;4ZW*aYVF1*yZbXNuj+kHtm6? zz@CF^VidWMvKmY)av1$YmkN>5e&XB3O|-Q2g|wnE&z@~2QY@jH7Jn}{XTrlneSMEE ze;B$4+8=V&Ach)GJq>^R*B#Qs17zk-lW!tsKw z!2`FX_|70$G)Z$1qYkcKigr2uB4Ynh%IR?!gP`y^f`b3egjHeq5zGD>G04A!s*r#u z>|aG4|5mbGmD7!CV-%BR-kw>Ps#|?QtMt`32q^CXaEbqFKR-qOI_7YFoE?!Sl=`n& zT03{`dXIL&j=%>pGibZ6DK`q&69zy~Br9OtX%aSuo;Hch965OcKSUNMq*IOC+rIZ| zz!y|XHwq;B0QeQz5g_2OkU^|FRF0n6Ulk?uca6XMRC9maO&t0l_tgUKVFbD}?v*!z ztr;17s+p$eVZC1ihai+2v$$G2c;ohi5jZ!JECXA91294A%v`18QV2rT-?Cn$IfqO> zBW@7V2xON7j#-NkDFG2MI)$eiZdormw>LK{6Ne8m880YjA3vTWLNi($$%k5ee*KB~ zV369@-39PBgc0Fyh5{)N@0zO3-%`|h!2gm|Sf(#VeI@o=uuono( z@-iwg?2~zeIasm^_?tJ1335H~vrHMM$;u_Gn<%xY7=*MDr5W&PSMlsGm#Aecbm`fl z?BNviKB*N#fWlcVDHGg2jCoOeS!`P zcLPNo)k;cAh??Mb3wspf{Z48_HbtXqdu=uVqt zJ$SGmwVv28;`0D}@i?o)+}zxv;VTX&#pEK9|8Zk*_YMG(G^f-@%S(Espg*ciZ=t14 z*N>Nv4}v)o3YEF#x-jk}$=u})kYx;HcnIg%g<$cfO`DSR(^KGt4#o}oH@}8Uq<+tB z)43iiz4!dOD~rCyO^bKcjJ$*|KyLAI5s< zQ1N#|>mqj+pOq}h$|)g|XC>4FZO!-cjr%pI zZ{EP9d&w4b_YB$HgZ%-iRN!w?Q;DpJE+bY2>kLU~4hYGu+U>9=^w8bv(m;ED0?NrC z3eeTl<2`Hx75ETvEWGBjChgrWn5ZE@_+(3?m8svak(>Q+?4d*`Fct|m5vWN5XJ}R= zp9KCu$gF-olFW)UyN-S(JvPliQH*zW40`Bcz$DS-h2+(%SD(_aJBm0yG&BEBM4xGu zGEKu+b%BFn?tVp1fwlFuED?~!q_DShJuPz#(A)r+F+po`F$%=kUYyQf_A1ewgU*}2Uj_Moo;uG2c@_TZG5F$j8U<4=}%ZcT9Mpyv(cHS ziG~yB$M-&n-Pd&DgeGO@_MNVBCi~V?`R@H$b>`LE*Zp>m8BsS&{#3YWIGR;=b7ybk zwAoZ{rIJC#Y;9ZRtesgTMP!63UJ7g#n=YwQV z6XngmxGZfM<;K=EEBuCC={`2c#ViB`0q*KHyJ<$>jlBT|0WDy4it48WK17%ImqlLalP1z%8Y0!4J^EnpjLC)L>DTrNa%IOflCI%b1fQ2h?3O-<}Y|y;QxA3;S zKsfTar0}FnX=!QNz)HXPv*7RxRK1Bc%nS9i2+c1poi&ve6-CPu$>30WQwk@ zu&pIXl=rGN>siGRV|ayws9-;PCN-^DPyga`dN1sy(}BH4#?2!XyNLKPBwX-t7;z9W z5A~%nAH_U7Ylq2b_3q*2rD6Tv;k0I>*->}L0G(iao()XqU)h!f$WpR`YH*z!*^(@lgv@1KBiVlA!3yFVTl9^rTLY$5a`!L?*r29a z+z(^z18eq}HePJ5YJodvcnUvG$0(&9hA=1TAvE1$rik#)R@6`d3yib`Lcjenz7}vJ zdW@H+jJXUN5`+*?RZP%0O(aOirC!I1jcfrgFlg@fG2|kZuQG)*|)gxq7pY+b-5*N|BnbVVksG?p};q zt^l@fGd!l9PkzBm6XA^z6vvTv6@j#E zPsnlbLKj=Ji8(nf7I#YYUxd4ZVjG-Nla-at&doE^cQA@eLohPc9Z}`aLLjcQ)~%{2GhG@bef3bd=UE!~5LniwMocwVCM~F~#gzHlc2q9!2BRK@g_xwqY!gYwwdI zam66H>AN*lty(SoReZ=Gh{Q?Q3xr7rOIUnXa~SKs%A_0V&*aOUuqhNr^Th&%U6U&S zd0^?TM<{@Se_%5}r4YPscCX6}<%mC6Q|}KDrxuPpcC?lVSm2H2FtY~+Z-Eu#Rxe(d zkD9$uC~ipb?@Z{%giT$co)V?#*e4wpW||T)TAGLv^kE;)6h4i$1i{~Nj>_LB#^QvYxZE$6*s;gj}Uu1a71ol@{cm~aUEdUJ$xn_ zRE2b-)-hz-y5G7oM^*PiBMjD|rpzX5 z<$GV8-CBar^FtjHMAt7)tylBMK1P9yOcpYRt)!^<8)dPR88w|Zol9mVt?=}K`xdAu4V#E-O4+35{TujYrcIkBMPV%d)zxdKEM zXiYZ3BByKi?L1vK@OUNASv7$1Rlig0sFg9&&6pWvT|-#8L$oODjq8a?t|;ZMSCI~n z!vrFgYOIiD={Rqzxiq=q3+3$#;v88&-#tHb0_WmH#Y{VnRkBCe#vCEl+(tj(m72_b z(H9WzGR5lagDOkY|5IoGr~X1N{ZPu7 zi&00i5p+6h(5qzliSQ}40Kz2^`L#rMa4}lBjjn$d%2LzGO#gD26b8y0afkz??i*!%cTusZmF55baJy-(tbBKw`jY8c7E=ETblfQV z3^>aJqyynjRHqxapE7E>`*ad>qztqsnA~)@eI>w{qG1w*ZCEm{jxiiTkiei?R)#d3 z6Ge=kx7_#-lGJ$mEgigsBFNExCSyy#8BGV|)0vHyRIsqHfIaeejA}Ly zCc~8BL-P8`u1zt>uF^Wb2JFt6x)Ui=di^4k7s8Dvab{Q0{>DX@$3?d^?8S=h|1=~$F#%ci3SJ!4+0w#}cNOUPVESHow)-W1-wn)p1qSyoe9{)L zo_{q^AoX6>%5*%D;hexsKD-x!m)1iWQQvU0VBK~|50QtIX%y`%h;r@k?>}YSW|!Oy zG~$QtmXeA4@i!+Xv~*??yHsE7m-lZ;!^CX4Q^bT`)f?VI2ByFbrI8jNU25zw?r+yC z*j@r%BA8V%=k6T@K3|fxhh|ZBz(=L30Q&}k(9#q?<}xoW4KIt3>7KW|IIIJqUCcvT zQkYw;3PBlC?OmB|Zl6tC86ID@f~ar=Il3Nhmna5a9Yd%z3~(3Ly`vj{&+EaQ@ro_2 zWTQucP7q~aJK16yVDe$(mR6F8EZ8dMG`SJIP<0oF%4;lvFqy-KDY@_ywtW3{0jF^R zq`A;Kj67(uY&KLx^5dXB&{h&89LY>PjsfG~igCzWq#F0q<4csp z6mHX~Ei`tVZ?+q@Z7;(*s{a~`-%|z?=()|;1Z!ne)08o}8@?K@{1!}a(gbs(3t1vb z)UvbbWM~o!O=)fjFO0Z~enD2qKOR$a4|d+dFA5$^sg_`<#eT3itN!O*{Vk#Y1|FQU z(z{SbyL@$m8a1CA?QXy-atkFP5O4ba@*;Bywn2?ye{;rL zWm4Q4Zjf6th3Sz3!1}fszoImNqxRn*8Q^Yj(ut;PSK@X$rdXd*2!HGzjs_34`#?BqKy+% z5O+d9d2E34q>eHm>p{|^ad01$&M?GaeZipQ%3*F>yKH6hgX^)M$O5q4Pa@MLUWYvu zA*8yH-SSYqwBaHsLa{%nzufD%#1Rty3V|@7p1s(lWzn zG)rWi`-R2QvLapQIznG3m4TTn>A#r~kPOlxt3|@Skxl>1?Aq#0IMnV|ljw z#6IjvD%S3m@aH*(pi2cB*-4E8C)N^(r&5ZFzNBTOw^}M2QV|lXLW1jyANLV5jAKi+ znyBWM|FBL==HE8psADL!{Mdq^0p^r8B!$3dSTaA(B+Ldle$89HECfsOq}G_)g?Td=MezaO1HT_X^5cPJCJZSP0byH9WsC=93?QK@lYLowTos;dV!TTEa-)sHxnO z{SyvlTbF<|o{a<4z>n^w%$?rT+oLC%;SSG|RSfF(OLVORViJ7cACd`<=;#-Mv{2iP z(!x=LMImuUaq-+8>DbIHbT`=yht{~FcDKX%i>--TVB*d)`BT?;?UdFktgFI|!P?Uf z8I1z?#x;RmO@0V`~Y4JYl97EKj%SY(Z()lYtXpc zsWE_@a1`@X>4*?U#>8CpFdu5+hoNYV2k{Nmz%Aqf0**~~_j7KeJF0LkJni72=#48t zDUB`tcZbavnXNTZlQU#f0gsdybJzmSrHGJ$$aycO-qo?CSO-|im*8FL=iejwXCgvu zI<>OOd5y)exGz4Zwz=@a#SRn!Ymm%#}6NR;eBYV(ezZ>5^>GxMl!hF<}=AXMl z8Loix!)4M@(Bwc+*k%TvqxghkOfNOtqv3!&dZH56p*dWPHRCVe!mi(SXs+r4w-H0`^4u z5Pbz}4xE*c?Sa8wf^zq|GJ2e)6+T6308Ho?`ti9uFkZ~v1o|VIvXGxSBD(OM){L+O zpw|-geIM-0JV;KHObG&!i*s(@Dg7}?bRe;{ee*F{C=zPYckl=kJtcC)|N z(UJK@3i_)uj%Ujw^5V-^+w|7$ZShfLP5@=`Vg7&a3-Y|Oya9J?H# za(LlU6nCR-=7y~D{f8ZIGYU|fyjMe1t|C=KF zzwoyIn4J6n(>KTFyk!6v@N5pw7ETv+wDssp?T**7t{r2n>3P#ceIN+UCZD0@8g&)r zuf5Q@JETv|3@_1NQ=Q4C86WU*2vpy^bbgH$+VH2IU1!Mf{^wNj|Ds|1uM>9DXBJ4i zCGi3@CTo9pGIcsS|G)~tIu8Oy&@O(lHxo-YxmrT7yWy65IZ$%aCu=+}t`8d^jNnk& z0j^hKhX4^~7%dxaSkHF*4Aeka<%JLe zU$E{ub^F@kBS*~esl5P z6a#3MBD1pyvWPMB;0y|O0c!n4)L+=ioAKaQ%b0iX_MwhwW0OH3Vu?m~jG(9L6-Ki* z0*i5h?X^IGQ3PQ3=z>IB4q?>{%&pEvUd*&fH=KODFR<2y%0(co?yP~hGDHi>NZSA5 zx^l_2XlVo<;_+N{8@)Y3@z5)=w){!sD`wdi18LvxVzWRp&;%mbqGJDQ^Kb0(Q$)zv zfhhP;B((kAiSzj;564aVH`;shHxVLGYoUc?0(Pd49m2aPB8sbHRx9S(5D>#dZ(J2B zMx82;{1*}{8Wo+2$>|E==@z@bE9y-y`w7IE=~DQZ`)|pq5F-4EXaI$#n}_j}dZ6Rd ztS%ng5SR#GP-mp$ZC|3#Eh;Y}=Jo<97;RjQgvU{}96s!*s9d#y@dc)T zQzqbW8E&&DqJSsFk|3G2fGYO2=R19}nMBY+Af7FCDQ#`GVG=J7c zbm%el_J8Jo=$X`ul~ov_LOk9O{VQRBi1{NJlm{{=2IPP@6JO7_Zl^lW}0b zHjTg8ZjZDta=-DL?e*n19ebJC&5*9yE;r9(Lge3(#_oR`A82p0O7q9&v|c>Q$M`1? z{TDnE$AguoUFCI>RT+JTze_!;52;kYl%U|#tBR&ZJm@8!K~Lq1NvaFux6l z&Ye7>4Z8$N@LW$G#d)M%-(yD}*)N0$wLfGrEtpIedTKZf(H}sV#ZYmHC2ogDOIJc0 zksaAWDBLP| zlrw+9G!ReW?tPCuI+|uFc}z*2qK*~>L*j7-W+@wG9w3B-@L|GVpe9rX!>1%RHgY1% zYz~7s4T`@MB-RmmNukkmLy!we(Z(w!J;*7+ysH3kO51%C72-dppm@OV-}}!c6fx6M z_VBJE(WN^WS~k(U<*eJ=^5V!_YFSr_Q zlZZQ>=_9o*Q&>OQHkGlN775x5g{l5cMbIs|AiN2|zn+Di{Xfck^JuR7_TBqSDitA` z6=_hCl9UF8G-*<)R7jdN(P%0nMT#iRLJ}GbNl^+#nl+e`A}WeV14^=A?|%1Q>-X2* zYp?a}XRT*F_qx{Vy1MxepU>xg4##nv$9Za~`>#h!97phCl2EyIwwY5++6 zX-<$cu+;a^mS3U2iVAMmCj^M8tkQBt+s^l=X@(quyjsB-Nm{-x|I!1x;1^&w)llKn z-nMi}2XoTp=EmtYFkSwTa%A4vYyYcKWKlv{T!ZXvP0R+s>UP(rSta{om52`LiwDgjf7fb`rNzY1s7)gjv!#HM`27A$An_Zhs*H)5#h zsJ30BSpCq#sPvMaVWO&EKa_wN6CHh@=1x?nPx1xV{qig8kIDi!TY zBMfGLb^h-vvA-Xd{_WrLJFexVfG!lqeKo45!>59<^V<>yLO?h3Psu>*vjvsIO1i>V zYokIo149(V{5J?%Zcy*Y_SbT8EXM*7OJ{`>&5XUP0gnxc36?uI3Gr zmLvEW{r$0?9@1fLt7HeiEw8aGL&KKq{{_TeU?eq!)JsdQ>rDHGu3Q9#(P-^nlKqN` z03?P$vfPK=Uzh#w=a#08uL#*;6S6bJwI)TVy8u9}YnO|-**Fl8Krq69E>$wqr@ep& z?pIs#`+8&wY{~02sbCn3lI-U*8Xelt8PNF(M64<_)wa)~aRd_2U8J`TgIgh>gVP?m zVao(wRuZa0#?oGVb)Zm5tw~)~O(%1yp%@4yuX~Gd%*uV0&8NKr9>4R_F7X@V2Yrx# zBXP$`;Irt4M!cnjF8Xq6-u(GV^Z!Y?>b;s8lbgxZ{ik(FyXutKyvyd2e$@9@1E^F$jD*w@U7Cyu5&d$*zq()pk3>ktr4wmGno|L? zrv;U?xTlq@PYczYH)U3H<=GtHl9|oc6R%6W-;b+X_*6N5t#~JYk0)EsIF$$u8=?vQ ztv%Pb<$AAueeKJDO^+_7e2HV|_UD-;Tbh6XQXSue~61jY7I^2mR+^~=Skmg(grc`D@r6eRfBkl zl5+p)BxWJ{DoU6eb3}-G+!;zPe=nXKH!Z%v=?3JCpdbHBaf3v4MkUd z`R4ne>BFh^QUMHvAU&v|)g?NRj|cRg-ly;p^yGn_qjZ3KxWp?%nyq&J%p>(r+>D#X zM*%o8JH8nZ>LWeLQ^Y;mVX%*X;>l5{HH5JI47VYp)0!>dqYbwLK~iRUwv9|YlvKIV&vn4R?ruvRG#(w zM!7W(!eW-FZ-_X^SvEv8L%sGDrGSv!L?JH_VL_Avs3}rsSyRIZfz`*B=Cqb$9J@%g zAcCnw)p)(cPh7UIQvXqRKlz^$G5vUtFR|zwfP<$6g={Z+@O!OMP(zNqe#x2F(Sao~ z85McVfZUoO8Gr3$gYtu>Q2j#36fDphE%Np(NUxakr0onf9jV4-8O!vMO{HricqtTe zMb-PB17K7L)|U!!2|Iae$A1$^@5+gH9}+3}bM<@?LfzazNeE!%4p8!r{U_;v2% zv1OuSL=5>)kOXlhiq)ftv&NzL+87r5>I{1>);~WVd!(_n{A9^F#z=-k;87n%>(y#b z_%&@KlF@1qXi<3y{f1B>Lnr0%mVZ9=lKmPp5D}pBuX~$@j(5^YdAGOcx1lZHhB_ma zOC+ZKBZh^NLan)SO6*h5oZ~#T)Xzl?txny%^BKtQzUVqdsHRLyN|Riq#T42v6u?^I z(fwkO{_&}%euXc%_XjA!$N0jC7mg$sqIq2S0_g&^`mTp>zO7{pv}5#mHOT}w-7tWd>M3Z*(G{n+h$EDW z%L*vm&Y<12{N8iLPmVV9iK=IH$s@jxI7Rkl#;9-cKOrhfkg0MfB7e{xz* z1C0Lb9de#?e}$}hpX%nRUzXcuTPQmfxaCLxnvnLFvWrXDA*+A$Fbi`EAX@ z@5vuG7b{#$F}?orU?nN)8(vc>+okGHhKjf#ka?)kkEG#86aJP@_?W3Y`(Jer^IH+% z{%3j63V`rwL4rXQ%&;IB+{a40xd=_C2q{S|1Fp}1GJie~o4DAVr>gZWC>n!E@8{@6 zQiQZXsIkSEig@ruCtC9B=??pKOZh$m9%-S<2o#TUOGV3{&>vr37i=;Mm!O(t>^D@n zTsVh5;{sAmY}%@Cicl2~nKR<&xks}wg9)ldEhPlE5XD#c^-)3y8}wdiON0!9r1O5Z z`|o*QTzB(g73gTE!$Xhy^;Tw}zeq^#Eq{}0f36$f)6G1_qNqCU!^!lUADc~~hC~`b z{vbl3xCc1Dyd3fnjC_U5)FIIEQ9>z+EaC;A zfT}~fRDRLx-M>`YjrBRHa0E4i5GRl7X`A;aJ0a$xst`$m{6p)E_$P3}PZUyrwRplIx$hH3Ag&wC|USc)(O>~0-o)z*zM*0kedgV(! zn_nu#J^T(Hqf6p?#8)21sL?x-BSZB)%OHvlS3rqp5knQHU38T*reZ$}$9N0|kpC(h3iA+5yU}GneP3`-f7HAg%aDY)C%CeH27d^8FJw1D)+iJ%Vlsox zD9@>0hY_=<2MMPTs#-C3F`Qq-SFf*7T>>uL3|T7Q!=hbbpG%DTlLyc-)VA2*^EC65 zP`t(PS3Fnd7h+>$o5kee(i?=B>1mBwL(Rm6#^QHX+Ajq$Nn?mb4kgjR!VufL%0Nej1{A4HKRMe(t-@kvK#%Op=*8GKw+>dAhgrT1n^StLJI3VM6RDMz zl!h$5eHs(&O8CtIXHWj#Q=Yuq&r)ak^5qZm@`8oel*ZXHP2aGTI&%DY<1+&*R~Uaj7Pr>gGUM(;}WLDg{oC;A>6|H#eU&$vY!ObM~1Tp6bttSiU}$ zWZnowUx(CX-&a;noi%F~8!C<15M#Sssiwqxwyk4v+MdGrKb*4_Yu7#)<7am_=;TQ= z+Dc764-rgb%a$$JVMJkAwB4WVa9CYdD4kx|CsqF>1oFCDS)ibyfz-OMw}~-;?rM3z z#%AQEeT@|dV(wV_8^gO#a6T$syG}t~tI6;sgOn|PyX5`L?VE@x_X`V;3lZa2yt>B- zYq=F0H_kGP48lR=6C(_Im4|wd-n>V~Sop#d?9M)XXol&2B=&+=;^V`xMbXe;`Dq_M zFEjp9RU`I?Jjbd1(5X{B(JY?u@i8+qtK<EW&t*@}Hth zJQKpMn;&YN+$aW&HZVBEra|sFE+1k1dcqb`*kSAjFvohyskBsk zhoE|Zv7#^wzGQ>jZ66#4#XZolD-Yt61WoNHO#C%2bay{;ZTN7rmJU%VL6PJ2m!&9#=WBFCuDiKlIf-&WMtDx_HX|M;<0qAzuf z6`Ie|+}*8Gos=-!?oUy*59vS|Ri_gw`B&G@GRR`2CC+hq9S`+o~3b(n_{t$Gs-uMy94R3<)dt z?D^<(n1_d?i&J;WBUAeg8|1l>`IRyfe;Z_gH6o0E-~Y#f$G`WbEFg_C7i7 zgiYMOSy8TbuavLL+(=GNFDmMRD~F_Jbvuj+M~-i*)}u3$r{ubW3|3KD*^Ap<#vPM* z02uet(^EzUw>K_s=1!$?A%wSwDIoEfiKGZ2HCWh+-^-7b0hv?JA_v5AQ^M!sz&vT|~JtaPT}z?q@X z#?1R4He*IMF~;Ib0hR(jOyezwKs0dqF_3(Jr{-XJvgXS*BZRX`9oe8Sr-F#l)_jNg z&uk^-5mWmG?dx=PoR5#Kot^aR)vH&mUY%&^#JR9cTqO@s<&E~z4jFnQqv(pAJ9`r| z7`JRMaj1COOXA_}-C7dwtLJU9TO1UIbgPfE6>G(c73%u>!M!?o9MsMHJxeRtB>8VzT1Cg0u3Ig2 zY4H8<$q~lu*K6af8t>k+3tFHPkMRA+kKL*p_8*?g=05)2bo=&^l2S6#FnxV*qPir0 z_ZrH2c9aD$>?j@GE_R0L)aldpk_Tvbl0=s1ww92$rc9pPhH|fsWZ1}&tUGSUguLyl zReMQX(h}t7zI;qda1|=|yNtYsTWHlWdc%2r*YGD*wZV#ni8)K_k55B7v~Am#8ZdBX zrKDlue8br9i>$2VH12>r4r54w|0ls_@KJ4T?b44Q_fmf)%qpSQShjYpFHoUG(!pg6 z55UyOxqqnSB$9;-7ZUQqqoZZho2AZknb&XFuxKamF1`)k2l0~Hd-v`=vrl3p?TG5? zYQ;{SJjq;4o=C#O!;g>OIfk*P1IXc6{VfXv<{cRLd|q>`YQtH~t~%k~>A{Vpb(1%X z>_piKN-Tr3kNkoa7xV1Bf{z)^Jh4D4n2BC#*O`x{?Uyfa6}C$8l7$v)fcGN|@{&8x z@3D9%d0SPNQ|W9W_cn_(;r>YCH}g}DZ1+pPal<68AaR`@S9QgTeimAtF+bUlu&AZ; zgwEN`>v~PtrCNKtNk?Lf<>{LIOWi$Aj=T{&f4;(anV~v5lV{E9I9yM!jw<3#US8*Y z9ecS{@7Q0#k{MG+N8M9acu5VzN8=e57evo1e@&_4o?TutO4YzYg3+M)#XR$YD(kB=0Q&twlsd23L;e1tmduLDlOa=}bw9M;iHhsGiPRE4)Hc5-+ z*@7FLXTLzrr=+%`qAeb5*KS1v>4^9-ckbM0Nb@ZgE}W}`!t$;Px6vVy>{l0ulvEB?h zd2`p+c`q9QF5_8A%1}uMMkDWmVIDeqbT9m8dn$^;q;*|Y+P5bCtIJAH-!XLjuq~T6 zd)~TbxMWD{+)H87>1_g%G&9%{6BrzvD>3G-w>;S52led}&q&XOQHXV=-pj)z;pAaoq4qt|OV4AQ8@8d$wl8 zp{f1Wmzn)Z<&aT;C$Jw_+z`y%xR@(0nq*n`GBYsWKz2MW zUV(v1KC(RywjtI?JoxE%bf;4`Zyvs6WD~t`IDzHRgB9^tu9z?^pTLR{QQ1(|de0c( zYByzJ_34p3_hg&ZubZ%Q@gYFfZ@OiZ^K|9LjsCDM#u|a@0|&}tK9tE(`U;@c7CZ0t z`h_B9VvbvHZDV62@nFP1;_O*z49GktM`UnSv20rvU#{A#mo6@16FwdLkX)gxWE}O< zINUsp54m0=`5M-64Bz)i`}=z^4)R}_n6yQ->9Bo!8}r1n2L%OP;q31*j{{oR#&Xf3 zgviF(SkHO#Ybu>PXJloye){xj@{ZcxOBVIdS0h4n>C$C=cXtE@>c<`>@H>F^hi2Yq zm3=9|KqK(9RPGGhlp8m$+<2eX(ma$rb?ES6FLH6Y-_YB(1q>6d7P%qMSG7SS#xVJh zq40jg{IB(>jm7C4vUgQg9ehnaK~7LC$g}fg>dcud4;M&EtE=Uxko#$BMsOi`Y$&0Ph^1m-t*Cd| zxGnBHla0Gs`R3&s9UIFl?Is)2ycE74S@QX=V}Rz-oEIaAg{c<9KHJs8jR z9WbB`PXZleHuU;)&Lf3~tfvRL(~hBtH80Q0Gw0wzz%`DXYj|yAr$eUiYLO#|*}frBCk!lqNo!lam3zzn2JeZCfM7jgPXHdC~OqrP<8TI&y6YtPxsgZVe z^8pivJA>w;uI<4iXF^M1Wo@n0y}K{L5UdSRrK_uJVPRqVojcMP0D@Aq)gCgW%CL0Z zi*xPRVEHP)j01HxEKI^;4~g9MHi*lV{r&ybHM%(bf-#mKBh78SkgV1An$B#WHPINz|svs-tK_2O-HeRmu@BWR(iVn=^L)~Ujube-B-U(iTEcT40 zMQ+TP7A8CPWy*3ts0Qb|)#j99^?v(JH8Mc;5^zLhO>Zx56+v1zS;z6){s4U&MR&)e z6a8Idfez|JXGKLotwjCSR-(!7bPHH#g`J%VZ!?0KpT%jr3|S*HciT37{JuhXR6g;H zR44L+pkAgd(NaHq@<_be&L2vP7B7DB>1CAs)1_)yuLWDLv=8`^0(Cq(RucdGlHRbDoLGorxukw&{H?PSL~qy3?GQ zTGk=6vR~$HZdp7g#Q*Bz4Y#V=BxwI3IMR?$_EbM)5+25B7ZUeMlA?u;%`CX#{yls4 zG@CKw9FUxb2J5E#w)0GX=twF5^ULdFr$a(wl9L-_9xYzHxJNrrBm5rE6;uI^9pd@G zSKXXyP)Uho^&A}Ba!gfGLo=juU{sXmAeHt(W|6sU!5V|Je8x_=>0r7|u~X#dZ5@Bt z1wJ2K(DU&fSu%6XrzUDs+$Lw`D&L||Ln>YlN$K3&nEP+vp5fbn z-Wfu+?nBvgk~(qv#G&V}u#PKAz^QZQ@RI_E!lad2$=An+T<_~6T=IFNUgO=4hm0CG z?ldLYbZSMrI9l7egutZruU?e)s4Y&Jh&16m=v(}jn!*Gx>K0OCbwa^XYwMZpgcHCI zw$c%_4a!Qhx8>ZjWQ2AaN9oFvrQA)rG z5=LqvY=*gCP;d+doR81IF=I{wbAcJgsM3$lH;nQh%VVr|mm3(?VG1n9XJ z^Kz5cEzHkR*C@K>I;yH+YQIk3>g&(L3?w#Wxon_E#A(ok`I=K1JHFp2%eu#@t7*4& zOt0W0M{=7QL7@b?2jm*ar-7@9Z=i-0TS!MZlp1N=C`lMHcyI)TW1v~&S>BI_0Z?^X z^A76FNjo z>nse4Z}pcizR~9=LW9=^TIsCr^(=}<(D>T5Ya_7v=jQT32%cdq@v zgUG#7yU~It>KNC0Z7lg9t%#c{y?f6>6?-1!;6>HX*>47YOir6VX;N!k*3AJamEMHP z;Q6bLxud|{eSHem%`FN_eqfR_6%4)y7{we1hhZT4k8Cxda(!fs)iI;*Vc?*S_3Av% z1Iyfw684@P*Nu4FYEj6nDR?1@XCwcfUqLtC96;wh&7X$GZxq4PM~)oHs<8!LTNsiJ zHB9d`^USytG%%k)G^+J4FPJWRv|Fe_W}jX$-ONlwPfyPUn~7KYdD~{gp$q3&o;g-1 z;S`)=)9}R6YUT-~1_Pi07p}0kH^Xhc`W7=u0yw4pH~i7v(MqXTubHN%BsPkRHSpH6 ze>U4SkD~i!%VHE;NHi{-$n7XE&%GF^q2b9AiiZQ9_^VBrWt!PVRx$5~pIBa~HE`fC zgEZQe@&NHfk!4wEa;2%%;I{W6*JU&u6C9_lUAC+bzvs`IFSw$PfCMDubm*epU}Xv4 z$N48D=mHpHyVEXg)u6bkmlyP%Fd=kEWY=S-=pZ0oQ&MV0T`=CxPo zUSHpK9CZh{4FpFLiKzPkYDHN^?7K@a9%h>^aYF*8tu*nAWfwa7HE&Z#^ZfewG_NYt zrP5*%dM4J6q#bEvMJJj1)$Jy!;xyn-<|>C5uP)Tg zTQWCBMPLlOn#WwMG6mKEJX-zf%iTM7N3Zg6C)?xEzyH}HUpM2lm zKB=hmFSTcvp*9ED$2I0~oKMV`-6so=+b5mO%F-P^{DR*0DAKQZ7})%onVrpc`ig{x zM~*FfR&N`eV4>v=C@=awZk(2ZUX~n44BBJ>l19|h%+%oB4u*MYx(y5s&1rL}Y}MuI~WDH1*i+wef(!_oi(NKm=*YG60vOj1KZLKXeYd2^N04OzQ1*4hE`y77odHo1c zs0vIIv4+A<|MI`H%1VAAir7m$e@9Cs>0M(m9>xrOvVPRxQb+3j<0CipAOnkP98((2 z`#CvNXtZfo_hLLVE^iwMtEZ1B_`JrL#aM{q70e^O*~M5p)J|1f_g*gQcs19hfc<5j zSkzwWHi{#|VG*Sjgq8!?GcDiAl~NaGYL_HwUhaLVE9X++53H!m9eYM0yE(*OK_|~% zANVW1_Xyu<3;9m8=Ki$El5~#pyZ7(+2uue|nC&`kR&F8#4IDZ&8_%mcC~ZomUY04F z`%^9M6IpNjn@5j2uxMtWj!qlNNGaBW?B$h4>RN|xev|CDyg1eQ@Jtuq4~g{f14&BC zmUx37pWr^8LR4@OXX)?nKYAoiq3BP;2ujtbxqG6&_M0;QbwqE;euc8k^>*|v1bU}6 zc3+I?hcAU@I_7jr*d=;Ibez4|)Y&ujZ}K+=2p74VoPJC=Zmy+Ev0b^+n?K6Pw5D`` zEL2Q@C}VU(nH2KVem^H;oQsNzAnq8=?6u0y&J$;TO2%$hahygjj$=cO^_rx` zG$#V6g44M)%jM*FaWp_o9B~|y=x@77u_an6QntW-$BZco^LPH*JG0hxSl^3{J!RUq zjR2dk4j&JlAQ`_q%P?ZsrgFgX!Z0&h4f=XQ9(^TG@?B<3+7J{B#*7i!-SX-hB?=t* zF}oyUm%AJO{m0=z&_4LkG6)0)uqe9WXV324Gafu>2Rf$xsH^$mF7@c)R(8H!NhG1Y zUDf?I06^)NF9+evG-JO-&s;AN9~YiPoJWs$?}L&rm_@y84p-kN?ho%kE4-^=v_VY+ zXJ}=st3{#{PqBJBW}`x^q6-4W&XDyUG^+wir{429cyMJX{;YrtlXvYJkMQ&$hhQ0i zapCn%YWD)v0vH^jT#R^o_&Pn8!C`3@Dch>DBVo7g2!*qimY_(H8sX!KSIR5Iy$jW^LnT@>`+{2RS;R< z>ICfDSveW3@Y;r+Oo;3yeJp3juua9~Dk*hIz2xhh%m(1~y^xKqiGDwC zclB@5#M7+|9Hcs9)|bwcsaV!edgs;bd*k5)nAJT9hthcfDSGZwmjs?T@nC>UR&YM+ zaY(R@oTYfi8d$;|PS9XfJ9?psa$Pr&NcO;VzjOzn*o0OP1fgT;E_aQwV|xM&!V#=| zaFj1}C@^q0f4H>R*jc}X2IWAA_^Gb3J)o@HjOy9rYIdE;-ErmW)lAG&3S+zYw`!E> z(r}XHuj3SK3Neju}E!-j*RA_<-s(AQ=mc2A;BC70LR(D>u3;tiA|C2=+T2C}3;yjfG6 ztSd2!oSQ+0AtYVgaraxPZT*~Ha~$Uf&lpgC@qBUxhKZwLOZ`NI1{UmbaBuS$_7@q^ zEJ#I=!l;aZNEzry78TVFy<$3H_BpsZQ#?VD2X<`P0$?$SBk>h++#Svt zwQskP>$|D6_s-~YS~KD5)jc2>A1XF&;ycn zmu{UQ;3;(FQn{COsH(v4(}9hLQ8KdJs6AFc;x`n#c5N#WG!Vt~;DzK4ms`E5Acz%H z;0;}E@k-Y#zPTe{>M>#0IKspciYgJ!e`IxC z%0cZk-@+n3M^y9ZEC%W69o`wo4HC_C>p@-OBI$Z^IpjBXHjPv=93P+9ZG{6f^>nwD z7+>oq|Anzd3W7MOtq?2-84QsGN+qG3LWE7_UZ7dFhf*fG#cj_w@^8AXocK{GZ^d&L z)b~?$j!oEV#nq=L<9Uumo@!2!GEFNuh)3vPH(k%x>jr2DWdwCUu+x#FMi3IS@=iY)-1a zg=7MKs=!n@aAANQN5zLD%$)-mKH9k3hpNV(osVD54K@C@Nu7{k=-1eHL5aPx-vWn)y}w``@Z9Qv*4=%?v z88=8}iU9}c$)jPVGz_9g3r2Pel^+$kw3vDMEzO#X$>>7%LH77(-gCxRjILO?2(sZP4M z4ETiZ`rS@24~SNB{OP6dk`NM*Axzmd<;!pJduTPYSRT(3r)w@tHM0$?_?F-Zx;Qfk z;fIi64IW5C^%YRWj(i9ZE)C92(H3^@oD9p%;;&uX3mi<%vY$-UCDT&7goh%YR(D{O z(US{uR0E9LNEtnOxPemZ^w=F8jb@e@joX*(QbaXt^rRlendRm#x;1AaBm2YJGXCiclyf~(b!4R}%+ylk55>j4w^3>NcsbLqm$HhA3?1P18tM=V#%0itjm!}o zI(_;8Bd*JkBvgU{z&e7acG!Lfz(#evTVuG3=^y{LP0CaJRWq>b*M;>t+V8Vtc_06# z!T0}u>QMUkP3GQ+*bfn9Hf!q)66!2(ZXd!&+5-kAR1R$p?z7SnSrt8oE?5L+y{%bZ z$y4S{1qM7*}>yvxOfwAL6)mz5WYLOy!bbK+)o20|BqSlcRDB3_ zG@Uj5}{Ra<>SFIX= z$|UP)f#{fS?oa@4S(A66^SX6kzI>54>E`ou58wuHDq5#jVFMCOfQ{l2hfwS#cx0LG zp)`U%JsG?*#-cr(2nBTnH6R_+rMJ%5WrbO2RcS{gwe?AAlD3n}Y5Uss_R4*(fw>)z z&AFNOCwX%`>q`DGg+W^vnX#aZ7%TQtIq{p4ZX5dp`sl4o?A-p}&4wDxRtUc?k*Exv zW@>EF`0H0*O0Z?|LpTIi0E@N&x+do4ilX49;cE`(Oq^)=_RWMG#3sUZ4ml_$LfyW# z1A~!5(nvz_*m2vInP}$Ls_UPyJE;&t^{^_qu z%ZlC)X4%J>ELg5GwAK@ony!UZCt+fb8b5-BBQBOWnm$QZLKu7y0O*Q zdLa)5uT^huOZq=`_Qs8q`UU}~)GvhiqI-csxf=c50OrtZx0|)`+;s|bvy7`K9s~Jg zoK&H>`}_B=1I6It%K}uYP2HR`PPZv^s+DsR0hst20eUKQH|W>ERVc^4Ql%^h-4h59 zrGrM_zRz#&*u=bAVc4bX=ywtl62y%rt^lJhqxa-km%>7cuP>xmbooG}M|V!qen~PE zs)s7YlgE$4A*qQV2~u7tb5vbc77obRSc+8huDaSP&Q$@P8-l?y^=1(-?YE zmpMiDE!!pZE`}tKUaYD&MPJ4CZIMzC$=!MVx+g&BFvbxpx2QIx&d~}ch23S?;~7{u ziuzHa=0?ph%(2WAHL@}xA{)U-Jjnq4_o11#;2Wa(0OeU#p`2K`|6=dV`j@bC+#!SQ z)!pzXg4%Dd;R%F8GyoJw3@^n2gne&=Ilw(y-@TN95roRZn>&WiI&H8U_Z=C;lxTbo zJ^D~tn9z6naY=E&?0I8*M;R>Zk7e$Mr4i572~X|4r76nYezt13<7!cSjas=JWnm_Q zd~mXd!-J{=s-MW?r5hhuTc!G;wn z6S5|}aT3?X=*dgJ%F4=p*K$}kSBBu(D=A68!x8kT8Xm4w(VYfw z*Y#c}IH`k~5sFHrzu$$+d#m1`;O|t7b4j7$S539z@0I^WG2eqA7I0DF>(|RU<3bwe z2*ObP_Et~qnmuPl3EcymkYxGpfDuBtf(wVSg@wwCmoFD-nw^&IqPJ;(tFZ}kq);!P zLnlwR4_l=X1D3(!9Fa-J+Ju{{gC$?yGfY=^cR+vw`aT3ED-UgZdG~HBZUl$rvffWO zYcft z$LiAa9vTnRJ@gOThm@r|anUOCE*4CjJayCclPI28w&%!-o};^GXe*Ry&D0(5 z<aqQU^8 zUPh1j?9)~QI!Pc{OXu9Gp9Gb!q$dENM;2PMY)GEeGJ96`QGRrZ0)VoUWGEAMUJbs= z9}=h|@f!Sn3dAh%S=NG$c{+y`R?SrLJ+ZsIyqp6mN4^&&Dq7xb!ebo`8GLfN`9d_Y)Y7Xy=i|5^RNr` z3+zh&Holv-#5b$kt+EAWV2z>xXuIy`D>J#`xGe&8U~2zI;1XZ8>e)W!2c~5Gc3E7u zlUjp_CG!#7Ib-W~sgZ+l@F2=^*Lsc*IAtE4C_fJAe$Rpndmf_kP-w*B-OQN{q z<__M6mg|sNq!9KzdiT@C5T;59A_!Yx19!kggdz8Tw#GvkZA&xAATUO}pIP-GzXa z?AglvyLr3lS8pxH##-;ZE}3wjoPy|LA4+uIZ`tbAZTZpzl2J-$U+?t&a%ORd>e=^K z+`kn@tYnk&X((xQ?JudZW5U8b7{8w=hD`V$i)+s#GGR6%94Sd6dQI1(^vLW6jV}P> zo5hF>8o=JaV+E8!nHqfT7%lmT=R_UREc5J{S{&Y=pOxh;F4l{@{cG0{=hwo~3$+9j z4jkM;G{5L!g^d%$*^f+DdZ+=gp{DwS)*lWELWO7z9IZBo`}N?-lY^W@xDM9IjwVlh z+VSU#YC~;sXy|MLtV*X&-=4YJEgCX(XcYZmdwKblwWuKHFa;<#cQnKCNBN?F(N_vG zb6+5_%uQH6<%Vm6j*`;a5j`|CdZ5&SnLj`cUbq_Qdny9Ca~4|DGy)HCA-}x2Sx{Qk z`0hx})%dL|gcGJbK#fZq%V%`p) zm8q~00&E&RdbFvj#oW0j%$Na@j)hS<%cG8}!@5s?SIW{{`js&~8&o^dcw+Ri7 z*yed-^9QqAaR;MLS0tyML8t;G0K+d90eUrvAEQ_Qy^KN-faeo%sHrKq@gy!Y@8A=C z{;~at9>YhCio!h896CtpP3_^wr$z;o#EVQ!avqv)pjQvryUg?KQ}p=oPNwT^!X?XHYXb`?})hv?bP#15t@t zs_q}Vqo!1-Gs(;hi+Zv#rJSJ_iFurXN_z8$-$~`>l7{O)d>sd(36$h!UP!oh?H<+H ztD_Sgoe}>J5o>H!4P8{|@;RTAkZ=eLoZ+N+%`0UM`AKdIH3E$W95#+C=u5xDT!T0q zm~=_an>SBRZM-UTT1IYe<5+@d*~NruDMWti@aIowoUv1tp|p&gyNrr}>fxR!#IFGw6l(cFIM~tvG6^veQ9ZR1%Me^C?c}-* z^Vnb=d+>8%5A8F@;({0}=~80$_TW&)CD7yaJU zJ*^#L-#7{W?v;~}|4Kam160$vdn{W$H{3k^()C;AO>O6 z8M*+kf?p7*5!=vFEgXa@rhL8fZQP3cib5MmktUJT+nfJ1|9iBle8Avx#DcQ2vgu;5 zhhum2^1e;Y?~*4R11}IT6O#*~lzM+ZkTS{g#@0dTZ=TVCNE#lkqaOi>^CM{KTp9-l2M;duiS*BNZ+47sHu7UYGJrEk z`232f;4Bz!n`wus1m`SX+@5Ask`9{di`%rQKIwy4sWys^p5c)v4}bH$MbhPn8%I1( zM|8(LjjX(U78>~Ud*jMXgSqG+=T;R-N`^Z}zH1wk_j$^yZts)3b{CEGq18!s(T3`~ z6y5DJ99u34HV*-(s6khha27VDQ zEW2pZN?Q7Jaeb@e&=v0SI;E}V`@4>(ctx3`s3f{_=!MoGO(03TBO=NtW=p4oU_Hm+ zE4yCGsaLvVPC(HT-=(f!^qpK>MCpDxlU8!qn!$DGej1-GuuCZRTjKlj#f#FivO8DW zNQ0iY`kdOvMg7?gp8$P>nz*}~@yQe3FWNBf%vJ4U<;m`|ppK|t>L6_d;l+c>vtM{) z+hD;bQG*kj?$Xx424vA58JRll*x^2KFSYH;*HUUfqJ6b)=N&6Q<8F800XchuN@DCa z7}v<7~CE4VRK?6LvMb2v%AIA&~C_JbR@ef$OURx;=Zt zAw)+@M5igcn0U!=_YyU^y$n!0ze#s&nM-p$Y}BZ1CX^&-1+G2yxQ{qXXcbH*PF&PH zx4==AxAO8S4=R9rjQR$IdcbT z+~tQV?L0jw`-LAzH4E3ljzoTtQ4|}!U8eSCdW$i)v)uhQOMHLX&)|c84U{zO zt20nh&2F|SI~QE&t5PLHiRFgoPE2ZnL{r)SnQb#5n``NqbDW2C_mu40s`~aSa3wHq z`_j{mByNLsvkl{9%JgK5)hsM6edtcp0h8$%0*cGFAQJ!|>Y2%f_AmeUkLzNpexU4q zGX~s+o8j}mGpN~=PL6i(7BDeGycPcxm-zmBvJ|M?|MOS>{tv^KPIB7+d8L1^S93y0 z4gcHUB(Ltl8UOEpb7rlZwBLWd`F}pb`MP%hue?Z6i&WuB7d7XEr7pseX4<4#rm-fr Gp8o?hxd9mf diff --git a/images/pairwise_logscale.png b/images/pairwise_logscale.png index 3e6379b27cc2b09d6850b3411026c7da955427aa..8e75a2e81cfa10c7a4088750e6f654f1665ac241 100644 GIT binary patch literal 78795 zcmeFaby(Hi+AX~7?gRk~kVZ*C!bCxk?o>n?lx{Gw0~DkYkZuWSOaw$41O!y1OX=o} zxp?-w_kPcQ>pSQB*-=Zmc5eR9xX|a@x5IpXifr&({bh@>-w8jz6F+WLmE|_Ooy+7XU6l5QZ;NM* z^Des7%N(9*xl)hAE*_Tm^JhBzEB@#?kDqh1Z^i>f8060U4*WgpBI2^uG%0V~Fv*%B zaEg~?dvPIn6-xTiYcKprxy-&)ZQ;kuCjb9W|8I{$;rY*(UNvS~y4Md*SDe^T zY-X1zzI+{nh?+sEPi=dtZ-RMBN(xUv+1=Z>FY6h6F|G(bhJOiL{raSvf9w2Cr{8Z@ zY@?&o@_4q0;_>#omb=vw3T2$myZF~*XW^guS(4JyH3vdm!hCg{BwJcq?23Y7R1B@6 z+Ai?;@tuFW)Vv|}lxbZ&YiKNma`gOVTbo4`%J-IZ_xU-xB>`_Uj4JnOXIZr;wh9Wi zeSF}ZnVG5M^5@iP-=WM4J3rFvh8va#$Li!|e|)ej>OinV7$tTwg>v&M4Z^4Jyh&~B z%hlW1zKu?+#H-1to786aj+Yfb*?&6CqFGpU@|XAeRl|Emd+TMz=O)54%$qv8uxgHS zt;D+V2>SKwqF>o1G7Qt>gZ19BVlfIYrHYG+PMbGn)Z%pgUnbigiSya^DA{&Z9NWgG z^w`tWv&4rpZlF1*H)k-v^pBWO|J7{_3|y}o;w=kiRYF|H{QLzixpwc~t(>5t?8~L? zm6Maxm}abR{pA_E>aXr@R=o4Wy&X+-0Y~f;F(=zO)bz|t%{Ro~T(cuqIZlO5G4g(H zZmv>{0+a2)H}z5<&R4z8eP0jdP5itUtCHX^A}Xq!ZDVXZ*rI*JuJ4nrmUXJ$o5eJ@ zUKj>DGV6BIi#W(FS+QQ}=ur<55s|GMH-=VJ$jwgmCJBv+U-@~%HiXmC(vsieo7%nY zoF(I8ntpzM{zBG~ij#Xma#;zibYp5k7(bZ*?GlyYORa1K&s}!?OR#vvzzSY&F zJ~61HEWohZvNl$^r?sE}6TpPqot&76mh@)!=QmZ!H`Fk1&DYLz8m*cgZ{^;wVFQjW zdBSsj?VT+LtokfzrXPvV9o8L35ZG@xyK)ibXrh;wS52%kyXeIC>r9dohROW0*1xh`HkJSl%l%CtUFIqFJWDCVqHYI=0s9ILmk+kX1ocjeO=Uk3M;4v#{ID>&=@tr(O84I>4|w z-PD)CbwvJUL`1Z8=a-(^INvXULg5&}7?}Wpsh{__YhIr96?yOnmtr6gP@8SrD>CXE zapT5P(Vv}lpk*|Ul^Hfgsu z>`ufra%!Zp$d0zi1u5b?v!tZtt>TM3(#+n6oJNcS^bxcNzkU05-;3!it^3R$&va2v z&a%Vy1A)!y59yCwddjWa60Mn;*nG&l_+px6YfGg0+Z(IM5nNnc?u$B)eGTGun{jw| zk%y+YF5y*1-c(QAt+=?jKfm8?*oE*-%P=%Bpm{0vjK`!V`n>gn@89*_nF%zdJ!4ZY ziB?MqyV72=Eyp=n)VXeIP&G-1KUOu#!okszCP2_KquYLF;>!L#dkR@p69b<-d2-%9 zDBxvO)Gh`F1_|7%wFtwOE&9);nfLG8_qNe)cFH#VT#)ds1~UN?q5*SfeYyB?oAOcT z=-V*Xbz{lN2g!9JIAdkz-@iZk4zB@*EJ+y|^1jM6W5s}8&2JNvAwt$4e~*sxW5M=) zEIzolZM@Yzb8-?BWapZwTVQeH)-76Q@8Yldt~q6g&QAY$=b2!>Vm%#o7_r`HiyrOH z?A}dJZ~prA>z$%bBcJ{>2-^>skt=0oWi4t$noLnUz7hzby|XjwPg_w_+OlQK)D5d# z{(RU`XQ!*HOGama77@_X@G5F-ur*1)=wbV0%ZXcSFE=gW&FEh zqJpbZ^owkMe?KN!g`s@v<#j=Dn(Y9yx1@!Ig%B6#$oP2X+%%%yrmJG_Y{C5ad`*VA zW`J9J$+PNG?t*x%sgBoy1D9~&s+TTZ${$jJ>SE}#KsZ*zl%gbePW$E4X->+{l`CfR{F+bD5$H&w2^h4eZi@9BMarOVmg=c{sjH!0b6=xBL8bt9dWUyouU5kus2OVaLWUw4GG6Ua&KM$!Q|q;y^H^WXs-qbe&9OKP zi

      %ss6XL&!)c;?3 zhm!3MiGwSn_dfH`jCua@aE+wQ7K4a`Zk*MdKF~?pOKLtZts8lL?BD4j*FB3N?yTvPCa6+gsa)a+CA6@LL!baUk)T{b8fjww8Z;H|t zedw`odn$J+*A|1XHxfsx4%ayGe5jXrt2j9@*FAa)F2_uBxTWqifkfjKie`M@dzb8X zoP8^Q`?QTMw%H(Fap3pN=zQd_ZYKr=Eq4S2 z1x37=n3zB}Re00##Y5ORrGhbIY5laPWyX4RavJX-100Lv3fO-=!e;T#%&xd99DtT; z)+VCnI7}tm<4H(2T4P$IFZ-7V+4UVAmnl-KX8jbWyoCgqJWd79Epx|x?{P_ zf6N`Tht0b0M;BYsI>g~*oJ8ZiX{(&snMwWnlt>W3VVojM&Y`AyV4njH^2tiUkvqg( z$LasQU(XjaPEW*2{&zDb9>cW0^rCN;S5z)a>_IURYyI`K7K6M@>hFF4$`!4 zyn34)Va+?$|CXeTiIPkR9+YISP;fxtYXK!PSZfo_LOZu>rM9f)mJ2BLu43$>u=vj4|N4*q=9dj1IQUA>4oO zG5bYgLV68_^GypwLBad^SoGcxnEh^g0_SXm!KsI0A84+srx)3qGpY`Dp@+?C#Om_c z$%kLvgTodCFaSc!`)EwRf)S9@-3_qS1W)td3(FJX~>NhBNqCQ7zlI8N6SHj zI5~fboVHIqB`iECWEyK2{Z%hH1%DX>>On1e0JY5b(IeecPBQwgrEnr60|U2{F$D>( zCXbHny1cc`xEwyRMOSP(PHK}R=TZ|gj#Df|u&*U=@YgR!a>OvPyWn>acl6b(6Tbfb z(O~n0k&+|6lkeaJ`*5eph8E(ql5>|BBA-1w4c9_WL}W!6|Bek)YS=cT3`N5Z2g63I z%{Z2^;8uPZq@wznYowy$zxGkgT9s19ZN=i40(U$(|l_D%{40jb`t(-WglAJGrJMk!SHwk9P{F>-G8_<#CuPiIJJ+6$fW%QX z6ITd0CR=>AjC9yY~p(83ft`gZ-vWFfSCrq=0sFh@4Au6urF$!x+ z-H{MMu2~LT(b4Hz>pXTNqi_O8UvF(A+fRf^l$j(zP`}>sxU=i$p%@TVgj5^ML-bH>4_^P`FjQ0X zm*+_)-YJh9j$OJXA}Xqq95;i*lV#8kNHzhdjJz<2%MdjG@#)B@wlHKuEH|7SO6CJt zzbwF2q;W>uX0k&Hw-7Plyr^32wY%PpWc6Hf91_{hP9h$#**Zf!PgUYT7*gq(alkrO z8r7JbB+dKl6T5z8=v|zhVBZ`}%j1O8dI%;2)m)c(a+yj-d14y2=aVhvb~qE)2e63T z63Q0Ycm(5iIDgUF2LV?0%SbViphV=gf1uV|7z~M z-+JET|Nl0!Ln75lkt7LaHE0ovRH!5*Wi+gmSqT~Kh>pD~N&`toN0OG2QpvH?Br8dU z(D(K{-_PfV?|<;Uu5-E0MZMpz*K<6^{c(TXACHWCy4#e9?;bl`t2{iH8r%Am!uvQ}l0>2}(H{J# zHK2XI2(>8N3poNDsn9cHIUS^5`wq5LFd20fmQD3h&kH*60}Rp8jJ!Q>>(`&&d`Pcs7>})psJV8)8oGwPFt2|V(8Trk*|in7@{6~%jB9duY(-Qz z9WvZf`8`C2E?oD&c*{v|uM^SdRIZc9bxZ{0Td`Bh8 zd^ybMFxE;DV%r4#=-OT?Mlaov;S&oyL&g8f^QIrfLDCR+mFNp+XB?n9$|xwf7oIY1 zk6F=sAjF;N)WsVKTonVmNRJi9-j$WBYsOoQAD#7U{ZM1$3hl79PCaQRD>t{W&@n=# zj;(gZmQ8Q{{3@Jdp@==I`$Vs_2dt_4-)qMNEcn#&&!&cnVEtj-TdqQ{g(q$`FDAI+!ExjOx4h2O#WIjp?;lSwP2NB%c zlT)d^qVVuir1xow&3T8&0A9VP_bMqB&(9ejM#tjU>%MpWQbq+nz37^*jU`kx+UU($BIEcoZWM9Fi*TB3Ap>>3Bn6k2B z1T`$4MGRuX;3SEGIaFG?=%SU8)Ao%3S2RY{6%!Mr2tc{W{q^F}hj1x{){A?cOMLNs z)9R-U>+}l8&Bsu~VoSVyd2V|{`)}jshKeP^CuVKSgq0`ACt{*TZjg-7WE5Ibf(j-; z|Mp+S?T1fUW(i5ZIN#4VW^nmMhXnhw4U(G3Vi#>a%I}lAXp9+C{4#QOl<2bLX+%Hw zs=5dd(Y6nJMIf9RA1^;(0?k-qW(4Dr0BlQ9WA;P$tcJ#V4xWgU1Q;q980Zh`th_OE zZ($ONCP06^;*+wKkPKzN>-YYD%r+)F;2G>$# z6(ptuR8)#x6CV0iIK1GH=@+y=P2E@>uKVYWLmREMVqSn4tz-akSai_xobDJ=VeW+x z3Jx2-*@pi*4pSV5)qnhWTJ#Pv&dY`|K5FN=<3dA{8@~Zvq9&uq&0dG_5^S&s8WN6| zoOk^Ag+z?zE5D|Pbxlx)7oX+JM)d7w{&PiL8^+@T*n_u938z>nH3>AG#HTQ;Rdfms z9h&pt$_u{M=H_D1*K+wiD0jxN zipQ+AvVUJf8$%p;p$sQt3PFCQTqv^O6&GkY5l79h^k>T-2ef^N>uv7-$^25SP~p{* zwRWIcg*_=bLT&F*JSngE)1oUBm_UkE{J!j%vw!Iwpj)X$TyaTS2{V?IP1~7No&qwS;iNY6TY}RT^tW-wqW@ z)$#2%3DK|pnr1^a6UlgrcoC6r3BnoGsfWLx-7+i+JXU6)6wx$#Q%l?L45k%*dr|Sn zzWsZFvCpsXUP3-o6aZguc{|9Wv^e08H`ZnLp~V}IR8?1R$Qv+UsO!{){(e*4LhpDw zx_z0P453N{a4NEdCh2u{cF}}es574l_|tSs96}@o;xTTZJ0bqTtLobF9Wmo^?Q4>0 z*yJL7pz0w~R3cP6TiXN-3hRY@#iQ*VI-$UtguLA=uYy5BwTE_W_4<#uqIZ~>z|<UW`6HI*FeqFi(Qm_8(7mp0(jw_@#>l8yo|>@^5qGg@meB zVTJ#fAEOBFqrMTK%`*6>*A=dnkXaCszLAm8W5w`@1PCQBi_4 zCl*5F?ADVTcL{wQ!BiwyS$|{Eia&3TNK+yZs=`7xg}!6$i-Csz|IV#?)BW$Fw*(W9 z_6?bOg)J19RNN$7Ni@ol=%6E)bG1UNwZgm5D? zgX=~rR#*#-cOCN%tyCL~1NS3UfjVpC2IDQdy*qvt!7h>T3+ zK7tCVZx7*9%ppM`r}=nh_rOShtN3~3%ysI8qK1o$-=co!&0m3c?o1J3H;|6V)6`P8 z{PXJR>ST+#L@|$V`TJU|tZXSFB5a>Wh^`Y&RAq$D{;a4TD_Qt9MC#-Fkz5vj`4H>s`yp-|xeQ{JF z1+GD@Q%GBhC&hWYfv#<(nk!UZELOJ8OiE4`y4zUnlaJ+?26WF#yckV%2CpVf-(=n1s<_(7hO z2|UsrdUork9XjE(>NcT}PPilQJKpcfiVbxE z^@q{<@_3~~;(yftbLJpf8=WiH5)#bSy4Lu+jaSrp_~6c+j&gEx*L_<@V^lix5i}?1 zWaQ`MbTZq;WedG}cc2&)VM?&JxyaYh>uu2>%j0@7WcoYjo;O>yO6%avVWfzGoWI+z zUJb&obhTL!Pz}LgpPGf%fsZ^Faw1}MN!Z|n)#m^=C4;LhUe7Qwkv#TDH!s8mDMv&^ zINb8n4>DhcsK#D660sDP2+sDZSupf)7m7fCHFveOJmXe&F8q4^%3|FcMoSzW6&X_@ zK3k)I4?k4vB$_AXSZC9hw?X~~u@HM>V~0MuusD#&wqA=-uwY0Q6 z&Ggj;o`?V?h=FdgnbW=h`0>I%o!=i;@?>=F3)kRurY$L&)c%<3bZ=HfI^#L)L(@^J z#iNC6bBYKij=25$wK4`&TfUczV$$*cxbZ=j>atfHM~O@F3&S*x?5Fa>hn}>sA(Q8z zHhaO@M~`g!%B*>PbHtj$9U-|<(_^zqi=16uJ0WW&deqetwMLEFf8vBR$C`te0YhIAikEO9EP7M0CHS@ZCS-sD@CnDR4a-!E2nKo2Rj(&*gio?3P8*QIly`;3>;UD!QZr{$gAj=Yl@@vn65 zrC<2`>2OVDrpYuH(kSEKQlOX6382G_D>%Yycg zLF4r{8DSs~8ZvzA%(MN}4|E4nn{I2{e@yuzYpn&BJCona8*UxX<=92l$Q9^eGlMTn zK)J${^!s67?;u`v+D5}>?%bUWX1e|SxgzYmPBscNzCJwQH?Ow@p>!L~=<9wz#)eHF zs%EkC-m;zH;nL`+?c2Y92T5CkttR~hazrQ7z|b4%rFZ26f+8aJV67--jTn6pzExi( zrA43a6mY{Ri%y}2dGfRAGV8F(2KAAas}V_^wrG(OODGkXy`3ZG$7y``EN%GqkU86l za8+*zZTRCx{)z#V5_0>iNH#;0q$uc_yd+E6WZK*z8w_~PLBtZ_fD0v|1&1B1)YjRz`=(&7CRG(Adt#|J~r(B4+Hb^w1&Jt9~8~N#x zpPaGL&?X&2;W5TBxxRTT^`hVrKked|MzT_b@bZ&4YaMB z3{0)F{BcQ%4AzioXaglpTTM|^lAE`;wsYLIYr1f$q!D?S45-+IfdI12Ga6=r2~6I& z%_gZ_Z{tUK?6D3_k#nw`DmR`uabmY#y>hu1jmUzy00%QLaufp$d$1y8qeCW5`imO( z_T9Usc-=f-F5CV?hlbD8mqf=_)q3ys8|5@FbAl?LzY8_11rJ5t)b!%Nv0#sf$Gi7~ zv=vAoT?H1)C}1tlM{ZCK+n>#7KeflT-miG6zA7q9R(p(e{U~EtXD6-To4^}V%22b2 z5^;hUUQFRc`8Ti_;^v;E^*#rqqo{J=5 z1pLyG>fCuBmu^J=9tb#z31)}WKbbywbj(sc;-ay_fqUO>H(b%&qVVH6XOjK|6XbzA zEm*j)Y*%;L!fjbNjk)J-g-EiD3@~p$izqWOTGj2)%~Kfls3~Vog9r7KDdBl6Qta=W z)n9^$cFe-e)V7Sey9UKRV5UZr(`G8`0J^pg2Bv!3t?uPx-0Y4 zDHZA#b2wu91_o$7>xq=lZ?sGaGifRPy}1>za&_dOq<yeg-j8 z4c~!hs`>cQ5<8jFTyeJ$pp|nq5J8PyK|!Pn!9g0shwsI2S%LEnjtTKhCurY?qXf7M z1H(H{#!0+1BTB7=+GS8e%*9t%++~GoOZu9?61VZ8Zz)~x<|I%N4>CIb`-VcVE?c?Q zxvh>uX3#uJ4eU!!Mn*s^akiQx^!1MfXt2yA+b+5o6&7yI*Szz)RAj`3Au4>}V z*T-~RyRf88h!`Am|M2UK4I|+=lz=qkt!#LfwwH>R1rCT$yH{Qw4X)?-Nx9mTce&B- z@-ZMca?G=N^V9pf5s9#@K~N}86ZL*4a9{WP=LTWHw`M9+yHF-l+(YxUBq3pHoQ=jK zmQOOkx_$EG$!1=89A!y#SvP#s!*fb^t>@QvO#7<2Q!%^?%aY4Q%iXtR%j2-Lv~iT} zBFN2#=;{tUG-e67vUuM;q+-E#7B$5w?rxVROGT9%5-!G_I~U@<&F-FcMRH1t4k}l| z{E|j=k}v{W3S?x$vEH@y_1)7QSK9~7j7TNEs00LY8K$nUE~3+~H5PMv9Sj06mS@PK zEVpn5ArE?tk)#`GSMOP$^Hdx$#Mo;^^MOS9NNIENW+qsNB1nr&U`}IQW91brng830G3byUtQ_8|B?c z}LneoyHp`%S#p|UUp3I>s4D_keFnh`h=0xims!KjoZ(pZe)Ip zv63f#SMJ}AROzw-3$!W1YB}AMXAW?#C>ABT{z>nkP_?2C%p$yA;JCV9=ymX^Il3F%XsrTV<^vRwmu>|QXL znb|I=2_hggH1fXRbdBhlUZ*G*j0xK6Ng%)t*-ntcd+*|WgegwwAqvf*p@G@Xx4HLb zDHBhtMi6UNzJ0qFJ;gZ(tZ&)3wzlqdOp#kYt>&=z`t?&5EKpzyn)K6y7(#+jg;DY5m%VOY)z_&MV*0>1k8^xd@9}`!cV&!bTsDh1iP| z6}r^+gASypPw3Sp@bLW@`y_Ejt}vM~KSB(7lx&BDK>@cLL5;+DTglqhtECAEC4F_f ztUs2tCf-Kld&k6+^E9I$d8A|JP`lHfWnwR+;k6cB?+XFQgr`kTPJZ+GbMM_#hS=M{ zPzZFoSU|nAvZ|^h9*RhXdXoYY#tvyKq>=I6iT19{Kxz$QmP8;sEs55Zpshx#C39-+ z*drcc!>nw}mwf$E`?}%N>r=JS^Q5~>O*eawrH+7(wUh}R?_OLRqot*FiHctGq8t6h zF$eSYD3@EfaN+fg3{^wJK^Xr_si_@g&HzZbJv!Zi+U*=Cr{3sX0qFG=aT9EqO7e`r zY)Q|aJ!@)fv!NuYH7~s4wu9w%p~eDb=U9z&0>T)>~k$5;U?fRv9jvTTuL1bLYT6l zB862mZaWy5=7mo+ZM%WFD^VuAgUlr^d*YWzV z_ByzaS9IhEWPYy-eT)`^&O?)J#X&Mdh54VjS`kqW>nm(1z-m09#(p)6Z)l012-1w7 z@iJpW=(b;tGw$ELo3P>7mb(pUv6L|$qlKKYxlvWdE`Pt}$aG`D-NnuCi;t+!@`56ulYA~-cX0%^N%%XjT{+DkXCHE z9w(Ewh*DecD`sv=u|^9?Jp-cox~~b-w*emJv)Lp zfhC;1cs8U2bj@=^Va;&-6WViy2H&u@64yxei3>&M3G&T>hz&FQWgy8E+F&c@`b6Gt)e zTH7}hEKe;xCv z#_@=;FARJ>=2QVx0u!(R!JA9_7u{q_MydE9UaPA5lPR9}9y|yIUp9w2B4*ai1>H4I zu`fePrm*G2{{5zquLLFT5p7p0j-4)DEofMfotmH8GP(LzxZ!9lE*m7~A|5vm(tQ8= zy^jGpoqc5NPI|)KyH`>oo`X!fpNw5n@W$$VX(7FlqT=Ko6O#HfSk@ugYF$C@`%)x4 zM~odC1?T~<;w0RXDQJA2W}oN5-3v+>D;g=0R|;n$UGTe-lgdqbeyx{9N+5YE zCrL?wN^DMvCC!uhpwdj`tFiBd+1DpSCO=ulQqxK>L#D=50tGYop+rTTl?{a;o*o3`Egoz$MhSoojy*pRpvR?}fFE zzZeUc2R}^*ZFu3HfLaG|GW*KQ2Z4uoO3-?TXm-aFR$UpkDBo+3;s-^W=nOZz>W~k1 z<=Fhsx1T(*|E1KgU&qrf`kPM2{Jm$WOe;V5V^bvLj zOCa#K6IOd^-=bi8IGrVu>fO7y`Rv(J>)I9FO=@q99zVW6_tPa?@?!&`3xq)+h|};b z_NjHpU^}F`NC~(^SNB@i(M_WU&cBec`F4}i2PID>&*Hx>G~YWp{>JA7H4FG-Ly#H? z$HKsR>5uWuqqZh7c^qq(R4!Jse~;Y>3l<(ooRF0G?b_72})|K+1P#oc{`cozI%4(}VKwv_VFyMHgLP}v#gvYgEN3*it^v*a`g z*`>6!91@=W2M_Lo-(nJ__WkEi5ei`%C7QDDSc9je8qkv7G&DqVcB`qcLXPf&(BrfY zjw45oBoLW#rOEVddScH`FK_uTOunF&6;B}j^oI9v0TrjUK70OL6%k*hz@t4zK4`0K z(kyT+_xDcL$yXk35yi*$QN6>oL=hEI1qNGJLZ`a?s?>IB4QD8g_qnND-PGMRVB4>Y zhs%R~C!M3}){iT7hfA+RN!sH@$MlB7di!sCga$pLz(cqYa?ET?F5JrQz_0=>!xhAk zzplty*?d6F0%`LZfMuYGXTVCUN(u_P&cCoI8|35?b+{{QUMaE(hmHIVFd7|fwfsj} z^now%IFd?9;n4{_+3o^7dmb0->TXsPD2ejE_R1n9t;HGr$t9~+C?_~% zH?VHsIkX*Yoy-`!1D8o2v_!HUmsa!ktt+saMDu_OiG4n(U0&k(KL2zZuIjLGA;)MC zz@2v63HzjJfM2Utt@7|Y<)^eI?m?hevfUd8*D%BGU)`P{vK~Y2aWe`biNh{R-cbGc z4l4;=j$L@F{WUAY43BNb#f-C?bne}|cWrAnF?d%^U0rp=i0;50Zz6&XCw}dgl~~qZ zb4*ON3X|9ANba03N}z34im(?f2bnNFt>qaq;n;66A-CbG|JRR*0keuJmkA z=tbIOJPePJqG**^uCp)Rdd9SA<=@-dX7{Y_Dv8{KIStooS%$&5T~yQ?T9>Jh&v;T+ zjzQvyNwhik9XL?XPlFYdzHS)g`cdKAm5|js8!v*MAIQwi)abtuQ{kHZ0a_*~dJK5g zoaDcIx~2`E7Lh`JBd7`~^W~N`=RlShGG=&vf(GaW1Gq7zEKxn~dYDC&hMwMG5$eG9 z5y%Wv4n^(_raUwzB)XK;4+YvX@Jly(1;kW0P#`{vK~AMuKY|;M#j@3_XNw3Q{B91A z?tuRN1qd^(GT_Ey03H0AdPv^=_J+E;>4bV`MM|%F|KY>4P@GSZPTwmnjS^pzpZ{7{ zu2yPoDPP^{Khu{}#a<#uYy5lq*!(}X)J89@d1X*|Twk`w?v8lkoioqw1l54j zx*an%R9(Fb@pAtLi`lcM!AH`8`e}JsyMvgx+ZQLXdrF5C`<_hB>ntTD3<0p@9u6Xd zflimWY14inQWG%!V+)2fAd$+cs0K!MdwE?4u8U0n{=3-9N?u@lO3El6#o66G7+A&R z?A#$bIx^h$E;fzdzQeL`$w;3ZvPb!=?TzH*UQ|NOXUz&^;Mw8Cht@IV+Y=%tkRnn zkhRV5`0?Yp(pzxBlEdYb=4teQ^r3m3w|5TQiKSzYJff`VfDVpFER7esJw6I=Eg9 zNmR3N8K8e7W&4jUUm@P$^77Eq^`f$h+wa0#irNxB6$(pFCWu*SOlI$uJi}6l7f^db zra1Y-3hn&&3Rcdk204RdT|Zh7GVA~c!>bB_`CaqY!;dGhDm8gGg`IxiZ<(6vpPvQBh`dU`8Yn9kAm`tA*=>ydG|VV zl1Ru!jqAAy^;w(qwyNjR-tC~8cy-FLu*Cj1Zs}$RK*lmNGc!rC&w2JtWWMj7r;jAZ z3E>#<(K+Si&0fm(_MQIQJ9(_6;qlupVLB~^jbFcZlq_O=vf6=C29StjsI05o!+ou$RUwb$MjW>5*RK<1^dbH=^Yfehr!g|X8QRagmp8^?IKB`F zy8**8hFi@D=V18v}yrKpf6zQklreue$p2 zp0BdYYVHw9dL?#UC*R>jRcATZu+)_iR`G$EnT8B83RX7UdfRP0XYdT(?CH%dtRDKaDDETs+Z%XjmJrPldPeLY(jF5Rb-FYo%%{eK@NG_)s<--|JFlI?_^ z5&`Nt+}x}~jI@WiQzt}CO|7%Yis^$Ot~D{E3eXp*Fc=nd%<0n-YOA79l%%4TcI8TE znQUGrDo#i>DJumAI0f)5rK7k8U# zEH$CP`1rT}*Cr^2OE$kB(B}HTU#4Z{%-Z>0;Fj>;$(?y8^)MtnNNT}eSqJer?(0)M ze*}aXj^NsfWw!1;{L+69`rjW8ndcHdbkP>SA^wrmJNUmt{J($EtoZ-_bbfcO|NW;h s9s7%39Yg=`uZh1b_x%6=SAQGNse4ni+sju7I!G+0S(#m!;=J?!06m6rT>t<8 diff --git a/images/rosen_der_zoom_5x_best.png b/images/rosen_der_zoom_5x_best.png index d69640abad350b37c1b739d19d4fb3c27ea7ffbc..9519dbd88b8496842a51b052121dba981931b415 100644 GIT binary patch literal 50283 zcmeFZ1yq)8+b;MZb^(f@qF|sPohl+ADk>-<($Xs3(v5|Rfue|nq=1xw64D4FVt{mm zh_rO~92dUd%r~?5tbgX;|5`J9t<8E}zQV)(-1imddDQjXyKw&WhPB(*QYe%S(q~Ry zq)?V8Q7Fq)SFgl(u643($6w2>k4r1A#+S?Lt9SA5HI`@8tSJ;4UGj(OwM4WLg|dqx zeNs};o9bfbV)k;NNGYV-cHT6=btYhp_Qs9|M_Ay zTA%c<*Pp4_s`IbcKY7KU|F75Yk-p*~^{-#>`Sicu;O`*)R}azaPkL9c9^3!)Ls^+z zW#leS&UKxgoi7CRyrRxds{|gl+H+N4n}DF8u;v$&eNRh%_VmQ`2s}IY^2iq3-YQ9D z<>ygnckkKb^mjhHQ|XpVR_@d3sfhgi^=sjc73+jFy*^={=2XiRYmRo9J8|G|MZY4y5}OR-si`=w@SEW zM}7UV)$#Gfk!7j-Wdo|F_)TskCi2?-sk^>Y)XwtY9y+=l->KER>FDHzeck7}zxZ+v z4G&8;XWE8EM&5qPCbx_tbM|bqS>r*Q?jKaAPMzWt5;|G@XeaqjYMv0=zJ0nsLM4-u zldlH{Gsnlr|A;)x$ffr7WTb_b7PE4^DwTnO!Pf2D3qF5dZEkK}_s+muruE~;lb^2& z+`4sZ7dQ6?>Xqv~Vqy*$*S>kkEatRp-@Xpt0V#8H9{tjwH5j4pzP<>@(N5KL^PRX4 z&ZaKCzQqndZ9biRN>z+P^cRx@{dLLITxcf&K_4*APi*Pwo?5KspX-P z)ZYSx&+>ad+9|q{hK6P<6I0>0Z|mDXJuGZ5_ST-xr5y8S7Q2w==K7~DIikP>YsyEU zloT!}>Do7%C%Q^smZumgJYYJsae8_h_eMn_|BrV_diSnyb})}dlGbwQr{p<*ffXes zC3UGLe!mW%_GVUEe)i@n8qd^JVP*-p2d(alJJr+8i+&Z|-{Ok(-qz7^J0(RZ#iEt@ z>3-ScMn(r7F^hTeU-|SCuQ0C7kd~D#idBmH+1cq?@{|oX%XHZCC&g*v&%KnC6u$uB zi>j)3gT>k&~AG;I)PGM}qpH?8z2qhpD06 zHa0dK34@rKGjejpk9VI?OiMMX-T2|d2jjlRBwcEhhOx0R`u=qcT*nLz*}1s6+xq&} zoj7sgV^NXrhZ`&IdV3d7wz?-OmZi74-ES+rbAopHgRT6_CMG5@gGDt7>U2y@_kaJs zdie0+*Fo+Rf9lViJNNPDhnwZ;7TO;_eY)IMa2spK!{2`!1CPetuoHK}F-%hnvxCWc zUm2b~d$x;cID53KtbMq>n7kIFmz|xhV`i36VS%D?=FFM=4>wmO+x98DjFq3J zcx2fR7Sz@T!4m*vp*Cc9tzk0>W%Eop=MMb52 z63eN(GMWa%^&?SRf;<2X^U-|V&5u+Q6_@$(T8FNe_LOJeqk3x-SuS3@NT$GTenwJV zo#~K8%gM`^_hi}+Ze(O+bZ~Oo!^XCX>7c0xCbVM85Ub_3t>}>>d)V1m_thqk2>(VxVrLN{ygR~)pqBw>x@u% zc=%9v`CbhAft}GuCL^ZpS-IJD+V_YFgi~kk}7Z>F8 zW(S(Hq$FuSPV_h4mkSYBN|A7#QM9qO-GW!x54I#2vK%yh!M^&&6fPFKqpv*Tv`nkq z3qDEu<&qjXPN^52B_*%dVMyfnKfPyUWaKq*>(+9qgeOm)$jq9y=4#?)K>~U*-%UfEsvh4?h!{_VY8T<;Bym=BY==kc#*&o-LpHYl*c}~5!eg1NIl7lWeq4ww3fi!KebTiK8A`sNwp+~G zkW4i$^mqBWY0Nq56XOw^ZV!w&=XhmxwG_7cN%@ahJ4%l#u>*XCz31lVN%uq1RMiOa=Wr#|M(Xc2PMQQ&;g;p=z> z=@VXd(_I;sZO5w;)K$vg;DW*?HGmEWT!WL7lRtm?a>Lu3rm4Bvx0K(chO4fzu^ls$ z|2^=KlCf%vAsw12eQV&07dk^fKYT7LD=ubne-I@b$dOhZtF%sBT%4VQqX0`K&gS6; zrh^|lzXw`%eA)85qoWNF1GV7#&70I|7OflI-Q9g%d#hq@c6S@nGcp#UF05nZ`FL+L z+t0qf`)fAuSM15|!1mmbmX_uob3(~@V*7PA9cgO>9%w&YQ|YZ3x0_;E{o z2BkZia-129y;)Qml*>)|6ciMSLZmiu?`NT<4V@6Am!d<_SI#^yNsH^RqfCw0YH#W1 zb=LM+oYzFzO)T#tjb-x^V zWfB!$HZ^HzWZ7-7v$M0bu~DoaXlo0rnBW+?^8P`y z2KN50fq_SlAJcMayr&Hd3p1>EwIr>0;XKzoVC9Q z9y+v&(v;`ExG$D%&z=gdCFa5#6RuL;_4{{zQ`3%yhSY5tQ+qYLRi@UrwWJ00N zou5#TS9`Y-urePdmFn62@vO^5YsY%4*Bz^0zdw{~b*y2{vt6qlX2xP_mUukZMQqeLys<_N1#N zoBp)sv0!#rP_}N{rdx1pjcW4c6#$;|7lmv8HB?VmecqB#4vf#L=W^>Yu=_rxv9qD~ z?yUiai9fg%_+uLeX!VsVS0X1C=4acdhTA`vmVQFF26S1kk?lZ7y=tT4w=+JAH$<&F z&pmtoJa(SrzybN$?hCR{Yp)Hqh^01G=NJtt^}73Ozvt%SqJ$Qtzo*i(a332Ty_u6E zmOI@^K(C7G5KV!%qc$R{qBB}n|nVFfP zv9XTU@u=-tgSl~*`j7A5Uw2Yo(OK4gVVcdnIdjG7)2F4_4=kE) z-n2<^M#6bwy|lD6?eee!{?G#wi*tgM*RGjEs!X_gN_U;rUUx z$ch5O_nNH(DWN#@3|G9C-#axs+y1-c>1)lbgBw}IA1|d>;tC2?%o4X!Ed0Grw=6`01^Cx%B0Kx&x4=U*6h5O0R;gJ$Rn@|Au8Nxm6e`;XuGiS zEpGKR_Tx=mk*{8{FFXRre!W3~1+X6dKC<2xG=$>8bjVyW%MHKH8HY zbDyy-W`&yX6dU{p9gu3aIvj?ZPtU_M@HO-#d+SFz{+UNX(sCJ1{VS zn!{|~n)~pqAJ1+O1Lui9XoH0&d8KOa^xJ-fogfrKLqp?7v>eM-1A{BAxvt$UIaw7C z7-g#lySwjtZeZH8Z{Lb=b`CMm_YT9CHS*kc^6>DSk&!um@uJU{1ws999w-HwHa#~0 zx8g6Qu1&aql+v=}VWkV<-q;49CD3 z{s^UFKI-66SEmY&!d~-n83mk(v@>kTq4DwCPoHiEC;Qpo{}2>N<&t}%R?g#q055Qc zFfhI!)z!D(y%SuyaffP$^AJa@v-an@>^?Cu0WR0lof)u(SB2Hj~qUH z_tB$AyjF}~=H@3`f1#{MnV6W!1KOLmWM{m$>%TM%y=6;FL_qwa)N@{K9zbz)1dSNi zUmx#5-1hy1HQv)*&L+ zr*<5%d2NVIS`({uHYGisG5VbUo|X*j(~*hU!Chqsyu!Ec*ue!bJdA3^(TLr1(*N9k zTur&h4YzlCY-os zjzw7aN_w-^@6S&zD=I#l`cp4RP(B9z7gVv6_V)J4nClaO}g)z#IXm0Xo+*Z4~Xj6(e8*K;y0D&_E& zv6x`2c(YI8u@7uIIlLmV6SCYMr?bsj_Hz99xsM*zsO+FM`u0ltX_E7#`PHje72mfo z(a}A5X0?GRv@^xAs02~xUjk%wuVu7mn~9!9o1opY<@N!ED86iTxpW2tqSKa3T(Yw} z2&H8`3k!>B{aYzqH^*v(b`lK}eY4s|1O~B}PlB?ndgY2A5@m&VXuyMMP|eT-O)_^Z zy>QRWov&qOq?pf4^n=!|ll421NJY&RYc)JPjJ;NEv+b{jJjVOZq?YHwPEqAby&op% z*v3H-5qmw}vh2Wiu2tPx87)_g6)SA#=EMAGjT3Y6EgO1z`k!-yU18cPEZ7j+V{~Pj z=(p}Tly6`nUio>NDirK-dUCY@N z?sGHnKhvH=`6(|Cte4#&eCaEVu0-hMvzG0mi%&bC;rgc9EN>sNU4k#n-L!cPCky@JQ=o>b#mpRge; zI?-RdB9+(hM0y%eK&pAvlTqqpl5SMNFT^363a($jUP$>)l(g>AqufqwgI0`f7#G>k zx(h4awzuYbMuf;Yu5&_{?gxi4_lg?vuzq%YL0zvckYZfD7Np?c@9$pMd|=^%`w{=B zb-Vsf#hyK}>;Lcd{%#f%bg=-Q>#UwvZUh(eOO{!WSXS7qVdXb-POT`T)t1brL@eM-zHwIty|A8Nz3ul>Z*l>_TH{?A;-@O@^zIl z3TzsX;TaehEZ)X*#JuhV=DUo^PfAU7E!^^VtmZ|@eGBplc!b4-MSZ=%$uceMlwEY6 zv9^2o)fsxJ$VG8EZEY6W03pYx`;^qAgdz79HZ{#{P&u)*p~nV4NHyJS5$NgZLD{*T zks(5WSelsY3_UjV9ne~E;K&qiadGDP*~vTLX^<)j!UlkY2zR>Q5!mxKgonc-A|LYe zDX8P!RWX~N12$I4!484c($ByDe9&tDb5XAa4`H#kW2kNSE^DDr@rAJKg{@ouRE#QKHWI-;h|CqTaoGw@jbjZMY4rtjjShTZIg1dutL1 zTKM^{O#Fm~#tyJnovT-0b%y}8FDcw0&}h3Ca@d| zx0jic+ANo-C=*~V;N2%YDp5)Q)W2H=BdVyUGJ5#KDwdyvd5h$_US3|bJ9lnCPn(0k zftB#IBAM(6Iyx$JU4lg+4xfQS4t`-dH)S<9R7m5MeC+R1lq;azKeGoQ?aZ0G4aHSs z=vc+4SzK==sHa~BF;UHR5y8S4u2#|h@b&Au`wZL{$7Ii(IdZYb9 zT1LiIV97;kpFf|Onw};bA49Z)0=lRR7(qxg&?die6?^2R*dx|4SS5}Q4*4HGNYd#j zjX#l=r{{N@b2#cavK%_w5+i85eEBjTUQf&iC?b%7wm?U&s#1hqbFuuO-5*t`AbSrU zWWY*@A8XpY|C|TAmlwqZ3t1^vZ2&B13QtMLzz}8F*PM0elQ#O zWj6v|6oW)t!ObWV$6%o-<|pYE0ynJC)YL3G=y)sxO8xTX%N66q|5=1o&>(#t6A=fl zSBFW*7heunNHF&yaraL#TTZoKm%lymzS5B2kBc)nfi5~_gMjFC|8gX1h5M6 zR+rHwp$CF^+$|Lf5YtVS%uil5Ph!7$ODx%CLGv zBO-2M2eaQ+p(H`4d=VHJ=Q8mZUo6rGU6*2|yRi!rz^gCwwzjs(_Jdl4Ozhf45%6D6 zs03E}vl$S=W2aBA;^*f#E{uT3b`+`_1YbTu!9r}<STX-_q7|le!^eE?VbP*^mt1v#qoRHcXc(jm}VXezgn%}n3x!-igxwh zxxLFhdE>%u-=?IdayG-<5iFV<3GK&}slL4`eY-2xl$&r|0xh>;O*q}Z?deI_B*^zv ze|l>Yq%&V}Sdy<5qBjyNa}Ki5^@Id&kHr<@a0O$p?d&LgK2o(phW7;X7$jDe{s~e0 z0rv6P=qK8K_wRpQCvp1k<=yu{zq5#8ai60DPdo)FXQZiH=LD`AquMi=b44)*}b>80Rkvr7+$HIZs8eJ zsnm+<47h4&co*&C7rZX#z20J*minCZ25PSG^b5+$45z%AH=w8>uwt^#^YC}$T5ifnL^{((n_;kXf@OrSP6U>yoid$X@9ksM{EnQ@31W;*i(7c z)7Ja@`*X|&`ukH+pnJ-9^x4|mpRSCOeG(M(0NMq+S!15NgwNBb#E-PWy7*EYzY&51 zr8+Jn>U)sLX0(T)$w`%?7uB?Ii=`nFiPyjU1vXj|Z^(KMXWzrh`l=v(Y{SkY^x(fM zC`1o}cwU!cw7DV0h?-(p8MUD%UhO97@!)olDOOxa8*+q6&{-Bj!^Xx&)EPX7!^rP7 zM4JW6A}sgr{rl7ukPRK8DZpLB5ZvrKj844LX{`G?uuWti@z~+IK6&ySbh>822M?gR8ttL`7WP3w}V@MCHUP)b2_ z^G--aC$C)-Kr_@eHeL&c?K1RX)mB0M2NhOO&%NOX-}3bQ1vPOBPo!&V`T&|XiBZV7 z=45AE;({o$%ZaKJ7Pi}Ia^N94pYHIlB4b8|#oo9?J}9s|#GL5iOj9VLqFFN3@sKbG znO99S-G=}5w8))aiPcIpI`rn{m`z`2Wrh0zfdK)(@~=~`Ub99L&@outb*&^VAKDMB z^1P}Hjy~=3;e!?}5A0hUS3y22Oukb5_~pwDSb0D#yZQKNVTD!a9{gwbgRc2-5#-zJ zzh_qF;K-B2o@-SC)q=MlJu2m7iH212#Z_YZ_h#a&Y%zCVpc54Vfd(2|lVGO30D%FcrR912}DVJZ;rjWeE`mKDSJ~H=~_QQfB(En9`xJx6qN@Tp_ zq#xquBqqMw|E>NfFMgohXMNcA7n9S`4Rhc6=LaYMN3%}PKhiTWTpno3AhHtJ8~TF5 z4pF;!nOS`(awES>P|a^)df|FoF3dUlx_$NIJ&nyEpKh)Rq8tI|aq8zyn#cbBF%>HG zQbdG(C-9OGmxqpQ0c=$&;|NmX^KVNg=`nx&;j zM8p-}Svb+eg=Oa4$MFv{s?<|dL#zQ91FE=?=GvuJr?j~i4+Ox`-P;?R($~{-AWh{} zXlUrA*?_>nb||}~t^?F0K^!DK0Y1sCCr`>bYZW%HUAJ!d>$LV`m1mQe%0@ZX8*dA} zlJ&@Vu=4ABmuZ1C)A}1o77%v=DtS^;(lH=hKGQnBshOE@C~k>18zpI5K8y4I`uUS0 zN&7fBSgXBQnT?;H4(JIj{`iFpKbSx!WlC&pR23w*Tb{R*nrlrt^cB&F=+Mw( z$vIII)#c^a{rngyq3(+d-SzL-;58>3Rqp3fO*)qB?XuWgLrsB9bO#9MVj~tkKl+c% z+c>8ghesP&L<2I0jCchLr?(~wM{xzkP z>N0(8`KncgrKKBT^(n*)Dr-UVR!-E?+}kyKXtR`j<-VmgRL*(f5dSZPUJP4vb38f1 z4_!CWkv@YVw({9O zEp8&20P+K!950bJ42`t&X`3T%KXow#N^S`WFiV!Sw9C|lNM~k}CTx7-HGEF+`Q2h-I}v(2jz2IaC?Gi~83*)t zc;33j{&Ezy!BUzma`0=MA$QV97aVeKczG*bU0v&tHbDj9aQD+jTxb<`GeKWriHY9G zqJ(PaxgB?d33gRaI4w zK@tE!Jf)+v3&yVE%zjo@9rOsp^6=Z2AD{+pKl_|3#&Sa@Mq0Pxl{E2xNKe5m`35X? zy6*mhZK|6D;J=g7JB67hVGD|0-d)c-cOn3mpmD6ckVbL-M+G)BGb_rSog6F%uIESU zg`#J%tts7tW#xwL%hA&*$F#KSoi27Tnym5wAl(H%4os$y;^^#5Q19w>>k5(4KzK^4 zKFy2?rZvJ-6Wa$r<)Mckh9%&M-W>rN;ydB$HXpZQ9m6j87eFM$MnTiVA|jUR$Kv94 ze+PZ8#dT5> zfMd`8{VNw179N*eC6U;QVbpmjUCV&r)&ppvlN8-v$2e4P5VD(xXXAkb2fS>jC^`t* zKs=Ek`8T9G!a_qSh&O`6oI2!(_Q8~-$% zsipA85?GONcZ)2B3%CKMHrWt=8q?*<#VuO0jpaTd_$7)pPUzR-hOyW1n3Q|MVUrMVHanRiTls^Cn^x5A>oSyLxeL_3y9>uv}WOBb)feg~>du zkE2LOhtboQXuh|kA|(qksy9>qeAp%_MwKfu0g7vrHf`EO77&^ss{IG7*%*De<;z#B z&;>2^n!t3WT9hIV!cP>~)u%cbxKusH#%#X5;HL(>kx!9BvMUCz#_)nOmW z3LwUfini-*(0ND{%Uj)MxijthW4rgRz9Hkl3V{~78nLPXWzkq(tEclIaYh9uBPBtU zJ!}EC^FjG=<@lT@Oy^MVUVv@_?IyhCbH-G|yL>b?a*Pes8{hwaH;MnSb8FcXRonsUcF@6F828_D-BrOL!KL#*5P&4Esm7D7_Q z!EU}ohZ1X&t8OzOv1dGkXk7IGl%izfT9951J)V1?M<;l-Q?7JL4w)p7LOI4Z6OM zAHJDtsOkcdmd4|j?(kp2xtbqE=} zg2F;-v`f!>_oP!FQ9t`$cPYn77@dM-^CEXGU!nr3voV3byzptPoJ{RpfRQe?W-wNl1wI#+^rA?;M5h z&T*Y(34rJ9gnnoA!q;~Tk9O_@081qkiRl})%F4=Hm?vR9LqdK7&cPBf7jUYhI#E0C zk}#C%jW9M&qS+olae{99_O@(hYuc{gy_fz z)k`WbKAww`k3xl@na|q33zMot_Xnag^EY^0cFpzi*(BA79(m#7#qcrJcbVIRk2)>` zY9fJ5NaqHnL6SI3003^Ndg;<}1fPZ-Y^JR)RJQvsv8z`%y=gZYy>Mxp>uMF6+%uvk zJ93&fgv}z+bmFN?Beb9@^E}w#sm4AfS7A$U$JAOPX}06AB?UmS2ubyF3=c=%wqaCx z#q5{-kR_29_~f(iY!YHFk>ii59P3l-e|vw%bDh&`9Q{x}s%5jNB}6Ton-e~(S#BT# z_KcGSMe*Szn+{3v#NxudeDwL9zU^6vi9ypSNF339sv-Nv*5LBx8yM2;q?Oa{FA#J+ zY~8sYZU(97rj2PE-~un50a(`{;qDUJ`Duy0&`Ga?)4E|45x7T>Hg4Q;ICO&U&B&Kk z$FTEhrR4hqmysj^!er~PynRdO_yq)xBkyR{SHq2rj;5ZoZR>H>;K;~*o*Q?1VLS>d zD>q}g7s7wr(wLf(Qnhmb$P5*G%WJh3h`rje%+rnI97m$(o}?ma>}v)FSK?$<8=eAdEPf}Ec12! z-Dg#DlPLp}8pm}_OKC*vH%YJ9IYZ;1JWJqL5&xZum|&!LGnL-DSAI0Pq&6TMR;0dJ z8)nNY=w4F*s>z1sdm_!qfJ2Iqk5lFbPCc)uJ$*@Kak|W%7*QZJ>vtT!5ZMYbPF_)Q zIa0}~yVXz`fB+T?E@>A5p;9Q2t8*LtZ<0a*@8H!`ZnzaGa^GHxs_3~BWbW$XMrS|W zsQeGK|0tYvmsMwBZrTB{OcH1dJF$ucn;;8fMm}O8SR%Jbd`q0*xp_GRXml6UIyh{{ z@rQ(Rw{G3~6Q~SfuRYL+JVmTKvxl0Xs22b-S^mtYdXL48+aYchjKLo{&h|URUEa&o zKKApw1GE%o)&9xS%IZ2y6@)Q~jQtY_hDZt*4R6c5^LX!VptG^QS{kr~n}DN1FJBU5 z{eVS+8J+OcSWhJqZ5|l4cHrMB6nj1bvFhJNH%z_<=t8Ub1lEA|N-ZiXijW-OI$?#x zc129u3QuSAr;ZMOa%XMRU`mZNGotg0fcl;R6*3HljI^iLvRc z*7cN|&AW?HzRP+j#3>cSE0~^>E z@LC~;0mAutl;a58$JAJ*9ASw?#~ZHo)(GMh5(5y2Ck|KrY0hGVhJ6d%3gq?{oL|Lh zMmJFKc#VurYu2oRqbg}?%7p`5s!-GK zkyx_3;CZ5)pF$%~avC=tgRfdaF~N#E>@c(|ck0(VWs#4shofsZowii1L9yI}5aB83>t^-C=RabAnNh5yYl1mH12?U`+IDL$0 z9v)xFxN0?wEYN4csz=nIWT;u&iMC1x4ATuga6M2J2}l2pu4`iA#9PG#W zoMx5A4YpRt1Ld$r?*H(kf!1lpX?sjq*&Fd8qn?}6{aSNV<9!z&YkRP{i%A};HJ9<$ zTx>k^H)!O2h9ckez! z#Qp>FnU#8fMYu%-o`k&ecKx*x>B{e0(%Jtb)9?9TN2!sw|NHen)oJs6{Mc?UMD2N? z-ctT49yl5tSCI>q_XW;E;RL0wq2X#?Ufv)HcdZyXH#c!2ej@~mfWu0pSUlmbppeCD41nvbff4ktKn zJXJKF98`J0l4euAC%-s;8${dZaJ@==ATWBKVVDk7%+V9;xFtqt<66b1L8v;yCO+ zh!3Af%Opasc#9pB9+~M&?23(h^TjW3u0zAQKUJhV^yUZ@rYGI9)D{!y*W~gaD{XNMFPmcSda&{^FhX8Yc$z{4}4V z!biP*D*!lsmI$i-;M^@4Lj~(5$9k6Go&V5!(=vR922g>h5TwS~Fy%{^0`N=vXrgME zPCI8BiMb)qAr5Jv{%2^3S7GnRBqYfC0GcGrJEYdv=1!!tmT)F!zb#4w`i+NXfit6Z z9oE!jh?SPbFH?JOsr%*Y*GlLCr^W%a_DiF^rZl%eMYE6}gq?}b9|ACMF?p6Cc*V6)6++RLa-6v~!PQn$)Wf)wVcxz09e|LP-8x zfY5>B9oFYgs6J;!D=XV(5cEXdB1agGmZ5o8e;V4jfcEqk6#+1^o#MQ>mPd2jPSq6` zm6Uuzs_KfRtxvQ(IvznYcd{sK(>p^t2u86M>5%|8>`=|i&It~%3!02UN;*%L< zn$@%GcH&Ap7PLBB&Vc5j9ln#wfs~*-8$6KH@mzi6X~-OFE5s-3PJaWpUk`R3vH1+I z@7n11LkQ2bNW+Fq&zOM0eI7;!Q#CmBb3BXdFDr6Y6a8;5o@^7;7m7_#dlz*tN>`f> zZ=W#aZix>8`Fvq62j?BCQVX4_Qlg-`Vk2!4+>p$vW<# zw2M*0QW7ERXITT8abd~|3Qxa$`JxE<2NY3SeC}huik9O(pe@rXauTt#?GB6iYm7e! zjrf#KsYq84Vqb5=7J$_ZfbO^P=^PtCD$K0(opE(6w=sy)S2_2YN+2o0J3H;_%wLk( z%zrerTK78eI4_8LDTIg+w5%vd3mIL(&TrB56qS_^#xsf9nMTQl1n)ch{1s5NwD|fY z4h{}@2zRsbR6Vf%kS+AVNf&6`Ye?F-pp+AzlsPOj%!)09L+iPV#$jUnww&s8R^8c3u z#_=K`AV9;u*|rCIC9I&Q5F)_6?e92Y(LF`*qT}(2jnZ&Vul2@6>x0!itWi`_>c9^F zObRI|Sy$-IjWWox3gQ$X4xgJPmyul(beJEpQJYKY<}b;v=mMW$7E!^Bd+gku&++0c zPX=pxvz9CM@o^s_eev%E;4$=1pwj9g4(X5cX>T%nW68B3z<&ep8)+~}6pnWW zHL|W&Qb7!nwN}g7%x$WWr4t8CO1G$JJjt65%&Whgcc{to1f<-+>(r|{CmJo}AXHel z-DcEBD|Mc0A}cX1N=ktyKji3SleNEywZ3`Ic#Q@+th5iLvuK0`QD48=oxsl1*F)Fy z7dBBY6&=iGEx~6yES54BAX)@KmwHj!&r&x>?Cd%!Gq1V!omJAHu*xFelGA94EsqPAOc zAyCZO4#CqGoNwNTmp4EJJZh0QZ-+ozo(UWI(59r#fERBe(LM9?i$+THVJ{>USsyOM zuCsC=qqKy#z}P~VOdLe5WgrZ-eQ@@Ed7mWk+88kyL&@@kX!n7zA>W6kp&K4WU<&=xx&n*Oa|Vw5OH^!ql<(8E10@JUC;)IInFH_ni@Q1@BjN)jw||;1Klb%&0%b-j&hkbAe)!|_GkW{_1abJ< zvn9R7iBo&NSEUmBDhP*u$W$p{3(mr@9GT)`#=}kWP+=?KFU-zbqc-@|0 z=Jrcq$-yRkOOwlqyUPy|rBeRzAGJ^QTc^JV2!91y6F}1CT<}p5B_*Yv+C**A>!Fz( zigyO$8pTGAMlnI_bgwmJLEGIX;pTF}!D*z(;ZJyO@T z0E&S~i20)?Xu-Qeofd9r!5jdm>;()m=YeFj!}=S)tk41SOVJ?|6Slcx_qo&N*~6da zLKa8eE3kf$Cfr3p6o2uKr?75-0L7tbmIhkn`U3=slhknTWX@nmpZ22D(*Ib8%xWlv z5IB$@{Ro%DZs0_G>kH;%2^!%@Yon&Nx_Y4dY`Xhbz?4c{4*^nL7TKi|wMeVee~X}G zQCmhOz&iq#JHH8*eM33RW@KC967JLV1uv6Cy(!H0O;*m9oA72H5-bDx4TZhEy(7P$ z%IQOi?`h4;liRx-KdY0)k2Wk0(JVgZb?rI3LA$oLw(Egl>1TYrOEBnMBuc*{8cd+& zadIU&391@%2k^iO6hqHM!nL#)XKFKgq5?kZChvX+qU~*HR|dksAT!!RH9c`p~qxj$15FScr^%6J$zb zaq146#^>7%Mr|jxPA6{{UW&x9%K&g9`DCLEz+(b>kz{zSJB!VT1545SgJ|*MpOs~M zZ)NG?1cb=!pLa~hW1q^2XOy39cAx&LebDLj(oz$Z^GIbnFEKwxK)>A4;ge*I=gq|B zku~H)aN_hY#=I9;G3ocB$*4`)Y}Vj@iG8?2RlR0g(9%fPi)dIC>cP zijmwwnLp-whvV-j{(QQ}(HU|J#YpcVYYBM?Ti)}8XD2O=tZq9$)rBE}G%nscKVV-8 z)a!!VJde?{#z!4R!^w(COe}*=KH3>*(P^JItBIrZfvpP@=>+)#l2=r6!)O<-6b7J<03?^%VO_~sUmx*^FvLWKG6%dB^2a_>G$_Zl#YUqpc6=4f; zxu)Pv7J5?ahz4Qr|Icx7YG8{~U&35}>w+2K!`Np>=f^6geGrZ62yC6xM-;X0<7RSg zm&~P2|6L1R0}iLe`1m-fWm+JdXaW4v6<7pEv4GT&?Of>4UWmNMMnLw|*e0ERPkdIz zD|Gnjehc?N{qF%CKTgn?rMLoTIsUx9D!}jvUg$A@^Ym)_Leed;!CdbDG=7Jg-ieb8 zEyW51GyTzCu9_7FPXjUf=FSP+A!*?(=gAUDTBO6fY(9T@H>3{U^h`6*nrT=;!9bL* zN4MY=`3q7QGSWJaE=;vgYcKY>6XbNxCtfvq4_Sp|MH0HT4PjyIy3R8+ zB5KyW{O<^`U<7o@25DWKbtedr9I8pnj6(ZBp>HUDx-?D_cvYLlLZ`*Z=e^!n(Jjb4 zZ4{sS8O2N9JdW>tTs9gf)i?rvY@R3_BRaeMe{i$8L z9_oW2B4?y}kF%5S&vJXy4tTmx-Esd6r3dSC<|E6E;@dDDwMp3eLYq2Rj*K+q^HzBw&NUZFK)9aD2Kz6Iyx~ z2wK4&FdMI>ra79V&_#AhQe4yZR3`CJ|FS>Bu3G;E>R*~}KkN+wSS!GlY)D<8wwBl# zWI|`Nu2C}(j#W}r{L^xeZ0tX~fL;HciFg)o#A(6*S2|ywZokAryF@3O#I$t4A&X!r zHln;aV-KdzP`S6)vOFHAgn@f zy3zn)PV}bFND6H?Mn;c}A=$ZPTi{XZ^#`HNw9snplZI_9aP{-!Ccq=20HRAjWkvB7 zwQeA#8xAXhpgSz{sYI)Z5RjC$TvfE~nZkLDhIHXx`{wQ{o64ZGRwm4I&~A z@$e8hFdD%!&rW1QvY}0fwTOt}k%K+;G#JflxkkhTHKmsbYfxVo%_p2`*yzT z%!!(fakEvjHLfwAJ|RPyvfi7|@tD+nIk9m?l((A%d2Sdt2ys0qU4imxHZcLnmpA?0 zV!QbCP(%*;hODFGG;^T!Xfy}&wa>eqO+zS@!1-Zs_isVk-%C7en6`^cIchuR{2tGi zABmQG>^9R8&15DKweZ3wZZNH^6Km`{mC~x;>)2d&16|h}6tD0IN9Vb5pC^+YU7>tq z0{4LfC6KM`4Et9wYCI-dFZ2zSH#rjxtoVe*c3}mH=jbK+n!r5x>nRO-K~H z^A0SX@4#qeJdRG(T>;p3FAVVU@!`Iaj4G=Kv7GEsB7NX3h!P7|x^<7KIvfCk2|Zo+ zmEd+>;5RftPBu{0z$YhiQWG>4wHzl~f=;QZSN?7U@UvqvSZY{Lp&nuLJgQwBR6Ph~#0 z`yMb^BUCc{^i^i;5n&UPfIm|diqt;nxB*Qpi&MqlrmKTY4Rdy5;Wrr+yZ+sqrwVIF z7p%1+`irYro|=z0Pt+exO-&UE?e%bJyT$to?Roakdt8Q%Tt)*)o*J`Des;}`k(#r1 z_{o27Z%}UU!Hd^Mq?j2s?3n9v?vf|Jrf;U;O+~qISnJnD%*+2giZM4?V09|`bGoPW zvk&i;ers41o?=wLzhmcDrZk#9ey&1siTIdLSdD2PptQgudJ1UE1M&4dkmN;ZJUEpy zaA6SpSHQUH^$t`^BPeg@#m1}f;enR-ZQ(y83IMYa5>K2h(4L&{t~Ir_2G|fHGu;uD z=)S}Zf%sZxKRrhYs7NZK`MS4|xdeZtYj0+Ct~>1(*4B60Q;g((J#N4V__oha!>7?a zi<{V4FdGPv46?0JBVME3EE<{s4)MWz+^eE#t3(_FxGDPRoR0mewK#>1u0_l#q7I;Q z!o8^Pbh7|%Ai^23BEThr38x@_CoGN0&(ll9X4AjpAAB6%+|N}KpCkRW0tnd_>3tm` zfUEXT5LANPTAA2n(^FD-h>5BoC*})eX8^+cum%8V;R@+PbDf9sO0+?O%&kL+FGS-$ zRj2`}%>Rh3G1BG!5T}K-=YBB?0vG~M_dgk3@_w0dANb(p{|5R%HVuJTVU|9Lz*iZ1 zZS4hos*-}|`fWZ4)kot9XBbW&KgWHz|2m2?Sc-U;b=-CK-qws*j$amhCXi^PM=Pgnu^wn=1I< zI-NPL|66-+9!~ZD?)$Ii>C+&Zq)E#Vl{62cQ7sKr5~WF`R0=6dXwW3dLL(}gl??Sk z35ha91JWRKqa-vb=eo|m&R@T->wA4apFW1Q*8BCk@8|uzpZD|b zO)A>Dk#q{g3;)Ay|ECn|N1y+hQ+3M}b^Fbgb*=oj<#FEr7j&vmQB{?bQ)9#jCu;vi z+b)aZe^dSw`vc~Y%O=u|%AKMZrQ@E4Gw9=Pg`b8_cL9jdScG2h?^hnF68IsouR+o zrArqEiD$^I5j^qi7esSr3~#~X+V{qfZTEAE`C8^mUk5qm$T%dMw}ilWj3Ub24;U~{ z*^csB9G8Qm%k~Csd@Q@^c%0uR83)s$K3mp9`(f->`yHZG>WCm`!E?CcL)5SD%A*T!#w3X}x9ggs;!n&~liS z*!ZhjqyAIGB?04Qyon>0+rH$-(>WG6L(y1IH|cwtPAyzmg{{F)3()V^wAeqz{xA*t zD*`MqZ5j_%6oW;e2m-$2zncHRjU|#&)!O^h1%3-dd$XD84;CGmOP90+3gIExjY zQvXj&j4sRyF3+y)eI@tYwiDYn6&`$dwCLTf2M52&o?Nv!nXeOJ|9IRZLHSJZY|&uh z^2KAxto*x|8eT2;c$OFTNnzdd*o@o39qixh9ygtT>G&4#iKbqYu93yZYxeXwR#SFB zni1N?J9^Wd=bx*8obNcL`;!&sySKTU&-3B)wPP23KGE zE%zN>W6B5l;qpqvDB{mr-~YQls`szQmDRUGG>YA#|6w}5dJ3J(hXKQW59vQ_Nsyn^ zmG_n1b4^itvVF7vkf0=+{3PDL?nXXn9B}H!yLTss*2ibKT0iYS>kqFJc~ftapg;e6 zQu8(OvOc|8&SSk85n&%)es$5!!Sr-2ZfsobpM6M*93b=bp5D*TARd;uJ#QW9dFy|9 z1lF0IxRLj&-MplSk-sh+4|B}h9rpFz%w9(0D#ooy?2oCT5e>{Kn z%P{BX*Ve~8IQT-hSMIo5-=5XzXZ#pZ8S^78f7TWaWuDe~KS{f%wtSKQ&T+j8^HvPM zc*%6c7xC^-j{Uy^C|5+p{=J4s_2-SMY|ZXdaK?V#V*g$qF;pIZ=(@)}_&p`Lvpv(6 z)Rk{_4@w&SS?BAsnxe5KR}$v`FuPOGs>0K4`TK6liTambUr@PTdSTm0WBEqSszcQW z>JN4j<@ctY67O5*@}sUiuF)CyF{a#k=Dp9etG8`RFphT5{&Cse!TC~n_=zn_eCc;n z#br?i*TzQ9@9=TshIzh^&Rm+C{|6i=pAR__Cs6eN+ire1Q-^krFP#g{GQ$bPpCuF; zn?DxzdcT;6iLFK8x;R6&3?<(n1q8MW{PuND>mFcXXw-zhMVEA9M=cGVXjbD~F28wbN=TbWw(J^U> zI?yuWC;QlutG0eTBeLV)lW8RaaV!y)91~w&VCghVE{MH%6mE1q{oyCjW1#msW`OjB zmPB37I31Z_Vd&)wAS9Z6J)ab9xYJ%JS3-HO1-xJ*!U+i@154Voi#sMaCLm5`6k+f24$m`7w`q{XYI{fG&Ni%y97${amj>m zA4(UK(pFuD8PPA41ET~pEB<@&_q(GW16{7@E1NG}dXiB^8#utNWyAmc9?>&~p*u>m z%JBAFITH3!8GC$xue%xx>A5J6-q{J7p|%)($m9kMr5&GPdp29ICe^SK_t;}gZf#lj zCD`IWk%MjeQOHLq*%bIc_oVH=F;kQ<=T}$I?xv%%@bx>y^L zOEMQEM(1y~5ij#Y`=agh`_eKTFlf-r&?1u0?y47b2yRWjb;6_g$#dV{<5CMt z%KrDVV~cmGdrf|>IkbM`t+h1 z&V62g?dvYZ*@75%B38ZA|B;%m zEe?U|1&cQ?M)49vH|q@No?QF#bP;PTtn)6+p}#U&1oa?N3Ig6zvx470lNz^DSDX~p z8B#~`tA_~o>!KnAAIb57mIxMtU9O_&2PQ6h^XG&OgTQmjP&-ob_Y3{EfFCHtz!uSyl?yg78l?r-{6 z?KKjLj~VE_94YxL03Swll!v)Dd^cPpxDPbZx`H1U2&H;k^;Yq6>VyV-pGL?k^H}5p z4WITH+$ZoIqk+2;`IyK@b?9DnQGCuuHnOB%|HA;C@%3~GC)|!x|312)d7n4`_PQO% zCnpLbo|5h?phI-RCST$5GDmoyNvs%tL)BMN@(O*pvfckKb3;cIM1JjA{N0d$I?}4Q z%c;{N$?&4Ryui|7YS@a!|Blaisc*|2_cZ=DJ|kgHWPnuY$ZAW&JYH1(M>fMjUI7s^ zS;*2TVWS@1pdono`8Q1!R#3(;yIsFzUl$y8?A9YXON%c2 zo+DsL*b2de2&wPjY!Tig&tF3n^WC3#$Y7-Xob|Xl-1)kWGNR~oQFhY$HC5Amqr&ST zc{OBa2{)`x)O~EXrr>h+nxw5&{@p&R<@Yf?zs1H`C}bFRzm)M>bBD-Cw*sqeezmKt zD{l3BvwwE!am@||se3FHJ<5)MKeVQ7^3?d=oeQSSiBtcbI-=%usHNhpZR4d8`?3W? zA$`%fb=XOJ#XkswOE&!Zo7caCkG)|Yd!}6PSMK@PG1ZB+ z$zM9U)rQ{su%KhZrHj)_`u~5AXwHb+)4G&ynQp0gVh|L=Kk|dyOZsvMh|^c}569L= zCDA3V-czK>|R8iKaIoP}kR|D&i)bgyAC5Ko<%^Dn}-5UGHvs0jUpq$9p$M?2*w z>+tJkvON>=anI~JoyJ-nA@XyA->>?lCywJ%uyOVMi@cCz`!Vm%_)|oGRn>9OIn-`& zTwmDGOuBygCgB$^%E-{benE&x`{-By%GADUjnKenOEGg4dRUsazb~XE}h(f zSnAFuZf)zf!^}zkDYWY-FrpkqSnA z>C_;4TL7mc0uu@40v0lLx2m`4oImNl<<4=aCu=~BD{{APV6z%diw8oCw~v1eYftKi0cO5Z+8?BW+hXa19WsA z2w6SIuj`Ft8YV4Y~a67#+_R!REwhvkpM3KBJcUgu z0CPbn_WIFI`r#m*D<%Qfh8z4ULaO4UBX zE&6=BXYgBB+^V`%MPsgbx zn-#;fL!o2VAlYvv(_6@5L{TMZTkAIyba`MlT%>2$-ZieMPH49E#_z_)glE+UHgBrU zkq=Vsx6dL>%~171XrAVk=K*v3gs)OqXqOjq_R`8ObGC*bjatAw?*6AT>j&TJzD;xg zmVTmd)q?yuUyt-{#alm)d6Ss4CAgr{dH?Uq%bJ=Ab2TRxc2NqMEX%d0lxQ41s_pt_ zc-@QPUiPT9k;xz8hlnGGckUF#V+YWSgq=Diq1v0kq`dH?!O>25_&~eAEsT#T`(4v= z4yyr4ma1A>ZH2SK#EDIW84PmZh3PF!E*Ek~?h!Na-}E6bBGYV2!(>54>7WUJKW^6B zXTicNT{#SxXoyi>VezRo|5D$6{hDmqvIUQE6YKIpJI|Oa8AK=@k+#91M=U{P7lL`meE)ou-Yob<$TJEsTqG?Jay_*>$CGU z6XxI*&=vYwn-8Rko`9N|92JqU$P`Ox@V>dc_~uuG z!TVCYCoQoC33kOkA{B{$Nm*G__8LGsH)E)8>^I~j{qa>|)?1hwV)BCJbWNjbW!uIk za_K}YPHkhRV)Vsmxma9ANTCdC8EDi3pPTz3<9{05zmnqNwRXPEvSp`YCLETwVK`iP zII>{jpm@2&>!V|xweV*sGMaG+Ujs|r+L^{aByA(D$;4P zjtimiF5OWK?&A%&0w`?~o*!yp+I7;^maO*>8(KL(7UzCuML$wi?AC1$X;~GkTFP&Q zCp`gnX+VL~=g+rd1|MaaM0mk6Q`AH=x<+dlRt&-$0|Kwfrw{In`N0=1yp7-H!C19$ z9OOWrwo2R2RS4_8bmq*NCS)wri*tpE8RpAv#L66Ges`Wf|B=?^Ll-qJE3C>yRxFVN zTVbbyqiq;<2tH$CJ({0fz5_;3INS^8G2ymE)2*2VYr4`8AN~q7@*;6eI6GH3ezCOn z&xTk`5~41CLK`GZ{e*oEHlOVz!ugPWLM0UyXEe2z%&Dk$#5tV2-HC*ABIk?kbpuTG zqF%GAue0t$Tp|0(I%9#xHcy|cNxzkW$Sv6jh}}#aM&7}d#{EZ)Is!#u!%fsSy^u^r;gudjlfPhqpy=b~r{3U-H=MLynG=*`-@5r2^=?Kj>s_enZ7Z2AsWuJ1CK!rZ6qvl|oT&tJcuGde5G3)4n- z@6$&p#G(;m>6{wgwsB(;Jyp=Ofj9XqKv!wjc2=hw2KL<$wGR!1neKQUsB z@R5(7lC zyK*w#7;J;>hAZEQkFP-s_KJ2{S{>|U7{){Nxo1Yl8LY<$Mob-nq~rr5oaBXg`{A-S z2Ct5q2J~kZVTSGT2M*%H#V^K&s4k1ntM^RF!j@|fVozI+amKXbS2Vdl*VbAQho;LJ z${qV4@QFUV2!)%%V_B<==(QkteECrd>BAxdFowDIvH zyX!{{JoJ%g@4*NuFML5q63%2ke_h&pX~a#DjHZ-p^l}C=>?M}j2DV~6QP}EZ0Nq~lskU|!2_8S~rFO1eLJqPo7j!vZSnM%`J~ruHWu-yXO?Qlf z0937+tWD-%>vXWwTs`7Ct~G!4(N_^Bsj*1E<z% zM9+!r%JQ`8mQ2sQjCF%J*pH&O;E9k)IC==r6|ruCWl>*HBH>{Xd`sFOkk1zleJ2=D}!A+&DZRbCLjkcTgT{T>pCo5d?=n{4N z)&i?}?729h4_%9ji~HDJS4O`eF-dSx#^ampz3-{Hhi1Z3Umj1@ov-msS$tKS|TE)!KFIKz@7pkt^sYrj!}x?9{vcgIs4qsRrb{ zlb84TdeNXp9oNG%Eg6v9_p>o#CfM_J{7?tZ6@F8#sMV*CMlBaF7OORb#%=B(Y`Uo9 zgb5Z_0G$PH$H={j(juj`&#$$?V08!k!6eD-4F+lO*-d1Rw&qUNK8?K>UNOsCzxw=i ziW6LvyRmZ#FRac5R~O&hjeSFRvc6K2ApG5&csKoluxNvmX|qJG%vKg_+&SCCkO{cJ zis*?g6c(UjKm1!fwuwY6y&fs@;H3IFAUk}V+j*U{+Wy56!^&K&_uTP34=*cz&IZB0rpvya7Q2J=H5ZE za|(whapv^&RA9q*Qb+Q0nqWq9!Bh({aQn%VuAH|xxBBR(4O_dsdWC@$c4ZT32u5yv zH&-{-8$b-GNVANQ9W%SoIV+cZQE%KV1 ziQBqmERJojr7f9)vLI<^D}1 z7qjaZGu!;|ZkP#)=kw_9&K)}r`T6w=xa6p>wIJdECI0E;xfPR3ue>V$HrLd|rSlcD zENVnHpa%>nn#RISLP9nLyb}ZMY(YFNm2KR-*%r=Z^s0w_0bYL6{;H~)vd%w0zY9|| zJ_i*3{Owz}sCJ1BwKEnjTEr6dFlnDOO|ev-8ffwE-Mi&d20On)I}VXbr+iP!vJv|x zdiCn%+)&VENgpO>W!D#GGoP~oN_wV|Q5g?%)v{&DSiM#qd%zY11BXFsYF;E_?u>@^ z{7b1ghd+Pz>`{99UO-rCbRDct*y z*VBu`8?yJ`(Id_jhHHh&ww|D2M1KtI8O- zI3$-oDlR^WUPL(i$7AUqqUS0H+o~>ELJ&qIFxl+lTrVPn+noHG6q&KHEkH!{eSreM zNgQq<15(a(AY&qgvef(MCLF01a%V)8vz>RIT$&Ry{)Banr<1nd=758r_Ws;GTJiLGZ0I3d3^?ccakJCtV7T9hU0g;O@ zT#7wRQ;zzw^65856(Z5W%$z=b8D{BfvQWww@c|rE86)SxsL2MKM|zUZn6C?+z4jX6 z^dT4Ub1?w(w9(lz+Sk*&W*r-70JFxr>wSB}{$@F!kzD$EYweE;&bT-n04bSPd0fg1 z@7o?%Cd_jg=V#pL?>FeGd*iRogqu>ls`nV3-C-8)6%x`LZeceUcNx3q-@b^|xwdc+ z1`h}E^$~wlc1G>gche(m$PtXvc2YlfxXW=46)A#w)$+1SdP46!-fqK zlMh8JFdN4GSfSOdL=T>y@YJImY>l_##`k$`Sd~0rxN>_*U$)Y59VU~vtG^)tQYELYIBTPrp#NzRGg;FFg z2zNjLA^exHo|Kr(zEHm>!ER_1v8?Zc$?2w;S!-DaVuC7M7dgsdlf2rF-t?inr&VPh zhbWB69nFCQ1$71BhjZA)T@ohc?DJ`MDroG2uGU%J_g>7)sF@*`ipN2*Kps{FjWHSS zEoiK2E0#JD+?SKWaO`U?5k(7z-GD#w$i(h(veGg*lCm?gBtXRpH5XSQvKCiIY-14) ztRzjb!ir7w%T}*$BOXSCWe-8-a8C&0%Sej@w_3AnqLhuw6e!I!H{E<}cirToX`|Jw z#P~x>T{lOo<(CIsJ2!@vMU=j~1^fg7o5wqHDbC9C~ZRFPD8Xss}3sczH2V_0IpdBKjrNaZqzuE2Ds*e2o=dGQjV&bHDUK5 zp3!1;0~Ol^(~F%+a=Y@w3L~-twOe5V$s&dJRNX^{58t(CPb-08S;#G@>-Y-v?s+@*j@4!SsV z@F_XwVV^w0hR-lRHCjEN#@-`rNdvSO%)Vv=+a#DIDk@Mf&m@&*;10GKtN@v_+(@B3 ziX#ir*NLq`;Ff-qS&k?WEw4rR@^i%~)>> zk{o4U*l9Jyy^m(NidW+Nl5piG&W(FWb=_A(V_Is{(#BC~$UW1jq|&elyef9Ej0 z)I?Gmsv2e%&au=C_yl8MNFadV-wo+phDL#LK3o)dsjE+FA;N z2blfirVXPii4HtKcb+%9zPR_J4@W+YsXC*MuEd zQr7$MoVdcb0j3UklYJ<<)e{8J$sv$E2>XF~qDqkLs>O1oHG3}Z@k6HE0Q>9)dkU<^ zoeYBwphhofcjZo_cJ1X{e-g6;=?Z=z>mR;HxnJC2{q^Zx$`8kN3rXds_40Nf_-`ljLJNsbG7`3 zS|hU4U&5`FUQ+W3&-QMaQ}O1FSeN=8L!w8l)}|Xbb*;%#8W-$gyGIq$`czyFLkA+K z;a7SJev|X<#e+ymN!h?(@>w-;8Ey+Lsq&$!>SXK75sy}tyn3Z(ord={-t4MRJu-YY zkLeovX9E!5PB%nUn@);yD$5zIw1G^9Q>?zVW{)n00gWg$~R z@N7^Ju=6+Fb7`OJkC3|LrlomNyXm0=sdz5s+eIvj zoqeV_#@3i+_mPzE^nW7a792jtr}?m`C}jEa_~3|e%Tdw;OI?v62I#z?(wV!>e>H*P#*7`7aB^R7z&l(0<;Oie#qeoLa;3{!KQ zx4fJOGurvRDe>t@MOe)#nk;#%hF|;p@7GYME~GIBW15YMtCz$(dU12CA|}bjN4TNc zrVSgG!FXj%s~SISm_Jx7%-=uP>0SU$&RWJ?6i;_0Xk=fwpegVx+!3JmRL(E*^fHQp zr@U28?}Cb7^Q{OaJQw~$-}<*bdyjG4Mb;L3H)KOck3Nb(G|%DDO*Z53c|M?o-=8>2 zU41v7stWve#{+_Y0t*#}kuK+sq7tPkwpUj{5q`+4s`kI8J*2r=*ov99?B@N%=7 znUj%Gik%Ti#pcKN?+K4T9>1!{lMN-YVI7ePdlE(aVl55as;a8hHa2Rn>quSa4Z{?o zC(8j@XM=-#B>}P=)=|8TjfitBW(ntAv|x{NbNws&KhqvKu!3x`n&j|UG-Nr+JfhU= zpnOrJz(0-s73uG<$h=wqyPYjsiqaMO#GrKdrBk0q{vlMyB8E64m8r1Cgi`02zkh%A zh4giTfVxyzG@`f2({}!ZQ-Ay6!@$Sz7{dR2HIZHYFE!mELzanyD(T-*lZNT?DN}as z)g4NMotlqZ>A*mOs4Lk7aZa(PxAZ~Km^;7(An>Q+i%MQeJ_((+6*UbT4m2dnE>P~? z{o&K6M=4$`BbPNX4jMgCe&E0X&XYphd9IJgx;MDUeY>{A`1s2fyZ;^Q+}Lr!Yuq1dGlyc(0vMC^xuKp>Yn)HQ=#6a zEw*nfEXu6w3ul4k*m)%yn6Gf$asl+t?b2iYSe?1*7+%&+vQZs4@Boz;ZPYRMeEU40 zCerJt2x`!ouby7ky$4+)kY6GFdS8_>DP-%pa%pcpm&m-K8DH3^b006X#OpOfe;@4p zjc5suRJ(Hd@`bq_?wb*Cxtwx~xL~e1c)nH_di87MY5Vt} z@#BX+xisHfE_GmX(rS+CdEr2nd-v|SJco}oj1o4!lWP{k0xByFftU0 z-O7&z*&7<(RWwS7ov)ucDI+b^vRGUatl8hbdX>hBkLGj@A3ofgzj0xafkPuc6ja+R zp!A=c%TIX?_7hA;B69=RVqz#h-5_RDZ}RESCWMV#_0SXia+-Yc=KitCwU0LY|2zX( zwC@_RM6?!ZzOyd*cG(sR?w?;Or;)4a7|t^`_T`5+Fx%ckQL*lMhS*ChPFb0G#2&?MhWaj_JXzzR zus_0c)8p z@Va;IoWiic{$iRK*)Z^LXI|nJOp(cHCM<$M%$BYnR!3&_?!@?hI)Gbue039U3yWEpFBBC@mUUnPTiVO z7X10%&ijWeoEPm1@M<(thZFyNG98*}|Maa$1x&;9#o`i9>D{{w5l|mLmY;O1-4|#4xAL>d<;~#Wr$fjPMNJa+NO|{Dxl2zj z&fCN2Pbt4Fj>U-N#p7fTxS*1*J)3=N^rIndEVj zMw#lNpGcO>LERV}MH4XBvW@h`wbge>V(-igtZi&+s0tbvnT3lF*x89njw}Gfbn8)7 z<$U^OhoDO?es8JvjNe9{qTeCw+G;KO!)_-g^4LP*d?WW#_yaw{7G7Bi2%Iubo>Yl3 z+zgp~N~g^hziFAzq;R)?8aXjxD`blsnC#u#w~Ul*8#{KaBdt?o&7_dD@aG-6C@tx_ zzv+z9vvbYOr-K6_InU-5zv|#h_9wV0c@Oh3yn`q8`tM+n(cEh;zkIFXlO{m^|ut91RPjZW^YmGo5 zZ9}3ve1M4H>?(eg)H*GQu!J9m+H51MJFZ^)gCwa)DMr(wqvvV3IVx*v0XEtKF&0&H8qa!P~3b; zt7At=wr3I5p5H4Q_GoMh|Gv^EYe+nuCM_ zkdNcGYtFv-<=Zz~GVatL#IrMWek0F3qe3NMTF}2kvSfKCmP2iJ$y5kAsJ(~l>YfH; zCsAiDNpfF&{&HL6H?BSBSVyV(^6X)NZ*F{-!s<1M;b?qQ$mAFRC_M;xz5BSo{~heN z_ZAful`Vuj8Z>ZVYQlMIeO~T#WGEPC>JA=!kZNim*a&WRfJ{ESm~Qudh~hSC&#CfO z+1VM<#sd3I`P|s9+hCyq7RLziHqtI{FP=-TDYLF!+w?h3^{aC~6d8h)rad%W|9JST zii%HIf}BFY^mZJJ)NZp^0dZ+GByw3rtlat6z|4iyP$iXO>b_Cwaa)}u2zQRlr8T^g zNw+mU#-W111AVS$7{=G#d-u+Pm%!!5n|CvF_H6a~=^?D8q06CF_@iRPJ-*i{&`7PY z^Q+3}HJhmjog$6Wbf}3 zJfEnJ&+s|F$v!cy)^9{U5noI#wQSMC0g}EjYQ>&U+I>*&smVGYHmzk&uU>E(uKtDN^_Pg8qLwNs_C1R2b^5Rv)l9$N@fyQkuqplzkb_A2;>y4 zUbk)*u%K6EBD@TXt@qL(vu3J~tbaIm?$;&PX0i#U%17R2s>AOGnmuA*oqyEV>kc0t z0A#j7-$34*!r2o!WuI-kwrzzVh==8e{h%%(U#G(D#=mL-m=WtUw15Ad()evZH-SJm zfLY6W)Q`Ik$*!-jpR#UBj<-s=VbNJ%AD^>G4B+8UE8eMLqKq^YT;v_dGzFcR(i59EkHvosjhi-|OG-*QI3q3h(5nkjM?zm^X&ID*JSaSd zcbIbJD)s&FQKQ}f6Q(Ff&sYlwoO;j_CQEPzQ~SIaq4M?al=kFDAF@=bf+#LqUv@l~cS zWv6vi&s?g+ekYc(QMS z%+Bso3O5D;!%UzgN@Bg7RPPaPC?mOicm)rP<jtXbnQcRpcv zP2PpuqNv%N?ih_Km{TVHbv8 z`jp(ERL=@Ok$FHv)OsSWV5O~X72ucV?}R9u zKz*>ahIf|}tXymO5c6OcuBS$Uf~`>KW)$Ma0#|=3hz9mmgq-kj?H6g6uNAy3-Em>< zz9sC3S9&Fw`$gAQO{B6G^vJz?)8hUsR3QXUMeb64#-7` z!H&aw&fWw6z63E-rjyh#DcXE>Ev>boefyTQd1cR59&s!Pj=9;{K7gY){39QQD-DdH zJ~OVa85kOEay;;1?r%gOC1eE`=x4EagU|9blqv@$Z4^MikTuy90s#DQ|0j_BnzFga z$~t9K(@9a|?+N+p?*6aT_;9I?MLn(q#M9Oe*J%1Kt4Z*TkRPL{oQ|J3;oW_U+8d49 zKc!ANEoWEy8@BFSZI;w+EUMTP_URjxkwVWU%pVCoi!1sd8mGsJDk&{2?dL&Ws_0rZ zZ{NPXbBDcKy4J?*{{Y3U_ZOoQ@|xOOp%@ao#f2n|>~3gpKNz8;SYs#gqysuVg%x!i zz70-JlbM_N>#q}&M=(eS@&IR!COBWtnvOx4c`LDk_v}Sr$NKGY3LYrSPYsc9O zzOhZuhjLk!jrXE!Y;NA2`L`xSl$ym%8FWO)AT(k8j=erUX@q)Rmru)t9v)JX9_Jpa zbJ~z5)MaAVcyIdtH2}Z9?61bJXAez%x( z^eQomJ{y|_PdO1UyYY?p5Y2gkDA42OMJ(sOf}O|G)qM(qzBj0Qo;ZepJZX7 z*sCbSm!h4IFwl#r!h0+s*-Io0gtTha3T{^cyh1y%t25oSy#V&St4o)j(V3U%R+u7L_F&dSyAl(BE0%A>Z0YSZexTpcqpeYqA`#gC=G%v7I}xp&28>YU>!2Pw zWfm@!WeG4rPiaZ8)5?>3Ahy;e(-;!_s$E=MBoZM+1R*{e{7Nricf$$#&kW>j`22Q` zP;G+Vh71|vX%^nXq@k+n!-qr23CXW3@M^rk<{BhWVnyh3s#hekaHL13zo4l~(nQJ7 z%%ox4D>osQg(9F6`BKqUYh6*@wFd2kF;#}8X+r5l{GBdu-m_;zWzrOnXIc?u^wV%VLepOOhqT0Cc`OJx>jZTnGB+Uh>UM@lG zqh4rX(WcSatJ}_m6))NG4&AdL^;AC@sK!CbS=PJQLKN^B8O!;^-yzPS1uAMj(YwjJ z=$|ucJhB%>hXIENFE(O3eQ@7&Ui#TRds;mR9!Gt0;sL;q>P)L}GumxKUUuohem8yS z+wKG2eSmDg=sMU3^~C#k@1m%<#uf}4Iy8--GWDN`n}nVwgXHue#_^F^@}?sYTx|A+?+3AiWbod)DX}3 zfDtbG!%;P3veHY%FKuuH>8#sO3+45Tf`SPlwug0fbbMi7R1Y5oqr=yTx>P1N2Qe>6 zbh9Y*_*giGF$0IP^D1xNQwfFw)7Io)QY+M>OqfZr+M&0ed0gFfVi~lW;`x2!+l?t^ zk*pQ}_U_}y2*qN1QtP$I$P(bS*2g2pK|-wtKPp-qRCA7)T*73>ADmHM_roh`Yv#Ef zJ5uTxWZl2lBhL0gZ~GU2R~`E`5!Ix*=&p5{ykO$Q(pRB~uzwFTI#H3S7)$dRN-&yM zrQlSeRt4;P>0M3({hU-*Hf3NBq})9Cp<~7zgEL#sHAdQ)1u)pJ7-gL%dbt!O5Ms7N zsn;n{%1}A4=Hc(?d1T{ct$_orf#e?FOIry>nOr~CzN_d|2vzwknfq4)VSrSoIg;xI zZSfQ^8l0fB_(lK^k8~ zGEKzurV-blGX!&@YV}v3jis3J`KNcNG4p7$zlO0R%2xpcIeHtr4kz{sB1eqjFufv1 zZ=~MkO9rek(X|<0^oziS9AbFx$z-Okw_s+XxEiMm3Oz>per9%7#;UKT5do^Y715W8P#zXj_{30ki zKjd|TxxDXQzgFK-m-T?(9Y7oxkHVE{r#B&;#K>T+kTmC9tS~O;7?!ctjfTY-yd#eU zjBC-t%VP&4YTu3hHh=DOGEYd-ph`MBNNH_1hN&dR3wa->;8Kbwow7V;f*i4grAr*@ z=cgdZWe^;pL{MmY+V^z*%I~K;qB@=kWvJ3$-T)w_SQNcBnl&5n%Y#^6ixR zy7DNJ(WXx+eS!cIs!JZyu6S2k+V66q(L&upOA~{L>}0G#8D(Q1z{WDiAm{wog_>oO`|mf36y48y4oyMD5-gLt5#jun|ATq(iUC|6sK-K`^jj|&qi13S=-D-I>OeWSx(Ufg^8%iYAh4FXDQv{6(&EFoWV+54Zf$330 z0verB7SIc3Km1g=8$*&Xl`~c zuyji3AlMoqu%%$z^H+})27sNIo8XxV)-$b5G(@KNY{}aCMQLeikLbhGLYI1XeCxu{ zrijH(eJoVW7t5uPl;1DbFXCVTaN(ar7In4g(M3rq6$z*>M2{|AzRX-8m$y~% zng%Eld`oRbMrc(=Tj4iNlf%SZhm3p#{Sj-_EBKD7%E+hqU?IT6a_YD%p;xX9VitZ@ z^i$=nJWV?6dJN@cOxu5f*iWnQb(?Rmk+uAb%J(dqH zmpOsfKmY`40$VZw#vAg2Qe#ka7d^a*aw%Q3y%W+0s+p|MNP?ksU~jn43?YVr_EXjT z@?yWL;{KTdsfC3q{Dl~5l9Vu%fm>-4ZpChyzj_l1&qHi^7FtlAz+Eu~78uxq7KOr; zMG-3iUx@k2iKXnh+Pc-n)wPt`REz}W*ZK+qpZuV<-`S0VMKe-I~5i9g;XU?8oj>nmRqufO?TakBVQ8&4C zIoC#0OKTD=#d7j#2x09GL0b&SfJi5VJrWZ{Ok!SGnv@u)!+BD9Xd-XhMQg$pvvLBj zM66~N^SnaRYH6v0D1KmK%)%>%2uV;5IY0gmjY%`$FA-eRGcts#KGV{^{!l9(6y3B^ zQnQ#O_AEP9H{o3?orL{+bde1x`Pv}M=(MdqcgK~R@$t9ruN|PN+0e&jobAfCZP$uj#P*Cj+l!D+ZbHF#)(J&^l5j# zf2_v9Kye)qs-}|YL}7tSD>*f_IsCQfKU%`&t5@$6#g>{{3m~OxFvRm6W)+ov49{r5 z9tF?N(LOb9qHOkTL*BWlMKB=}j~yMvSQK=nWo0`+EJ%9aTrqei^J_Cz-AG7e`SeQA zJR|y;;^;VZdKm@`O+QU<$)1G%tUzr`8zq&)LB-%ly+Rsn>ay{MKRP)+RjO&^kj==~ zrz;k6xVSr7MYkw;nCnq8r{ug#1>Tf1&PUr12_&5jF?dw^=FKEVRmC)@&oKORpMl#>H_KOW;`~ zChui_$X~DOgBNM1rFjISi}mWZ7hqxHGDCORu$^E91_6DUqGZ5wQg}XtSRJ5T#IQSa zs;A~&Om%p}3&cjLrT8?VHJUeXUc#6w3py@xO_tV?J@02jN{{f-~s zk2r~q)j}7IFi8ouoJ0a>Lj}0q9ToF7KYG<-k5p#-;c_pesszs6qyesi7}pW9 zTfP)Y^-k&-KEtKf*At&;4h3-@kjnV$I|zFG0s?lSziQ?gxe4J;Gg59n z#**slj>I)S_ApM|5T3DjfGngjTSHN1(w&{k&Da^Ix-tN%r|>wIrlK^%$Z%pq;m6}llPV!O0gcg z{QAP}QIa(qHwK8B3TKh~D`Qf^>llMPCi3&T=c&Cm7v842^(m-KdsA0KQ0dvk40;8O zIhN)PHCy-69KBTX*)ekP^NY>O9EBfQWav!9QMFjpyLcY)axLec8ZaE;5;IN^#LRP-HWrXvmU;Vx> z?OvIxx9!JpNYtlmM=C2TvoWULIK+|WcYM>fkyF$oQ&Xo%#*Q236G@kK7w^Iy?iS+8 z(9JDD!HjvPU`j>@8sE&ky0Y@pg_S`Z=N2Sgjj>~o^MG@oK4oK9d!W^DmM?S$EC?%& zg!HknEiu<1+)p&=u)@7rCsihbdeqjj~wyPy(d zn!}*Qp1$`cBQDO)&UVAr2SUjcDaf+RPf-0jj8-|Cy^>XQ@2aZU(G>9hz1@dR<0LR; z!oNd)Z;N~D8U{Mc>*{GuoV$KKP%LpHyzoofv}@OFuzsMm>WSg2JKM+h^kmP^UQ(BY z6`5vuFS+2T!=+Ni0-&^XdH)M-gJ$r`(yU5ZjJVvzrMq|9BzPtO0BQRuHfh}(ZH3I? z;lobAwbaTlFlkmBHwnI0g+U|aIuJ2vnMFLmT9AdW4k|TkA^?iUk4twr`e&pv&<-CU zWdiJc?&`v;O^f$L*~icb^gDdGE7|4&m+Di!n~Pp==F0A1{&RjI&%1}M(z1OsmkmDB z?&eGT%gbqS?s&HLZsixjf^zO>@xW{9m^lM+-8tHuZO>jA)@2CsZK=3Nt8@^8NpwbR z2ki)EZ+iFK_WLJB`SLM@^;GTa@+-`<JB$wiU)!$swW@wWsUrzBKO&zft*yzI=;iu(FGnpCafKK;{BVpLVEt~Cn^&@hnKCREC+X^+W79Kk1?1!RPd_Rt95s1h36Y>-aLxB za-*|z4NJL7H;&!scrEPL7OV2nxaE0)ofVsF)?FEU5y zVlKpFrt7)INyY0`7HpUmgfA@j^ccmvVy|A=fSk5LRX3uatwm#8Tjs69K(Gt}*H~R3 zM@0WW5%cZaRm`zGqxxhLQJ5n6XISg0Rlj|^jOod{lH27q8=!e({%8Ay?FDspNDaE$OglCx!+)8XDXvJXR#+tR2bB z;3POx7+ue}9@)ymFsylb~ep*j<18g37I(2cGHWF9)y$xXixQ3pGn zX0|t%2F=zWj@7g%Cdqyd%GsBEO))<4g1R($?MQzVakLRpmEI|@iKIfNXikQiOV-{q1yDl68E$?J*NymUypY79K|O!|{2nGxMGB)Zdi(L?$f9a&e21Ld-7>{) z&z*@=r>3>=?dS4d^}sp@4+b*ulx(%%+goRhGYz8P1*HSU{dKXfZMFVoe^tfDaLcH2 zI5XQhiz^h0#UNRe;b$v7g6$?r^b!9F!8e7lZ2ELb36JT>OWn;;6SN}FS@4pu<;SUU z7+Rk2EgxzdVO`Qu^n$xeNRJ~T@_Cz7xo09G4i*(HL2|>T!7FVE%EM*=k4UsiSlA7Q zVNFMD(^#{)#nsiD27pR<`YdohSWtOO>*PFOV}t?6ykbYwcIs>Fjx^`PAAJZy;db@6 zr5o01#k<%4a__zMgDxI|&3^p+>GM&RRQv$9;d?N2u=(8xU6Q-1A8%hZFu3;DWs9?i z7V#s0_xj;IZ;EHs?YH&w5|vD6uD#S|yVK^zb{*6?bGj$8+g|;Bk7!Ia;y^q#a4(E| zt?s`M^Q2nbXnK@(@l3Pg_w&wstQfYt?xfEWyPYjbX?|H}I}GIi72*d{7#l7)EI#e) zXCyQDl~ZyY;w$F?_x4(9^M3y2kF{m)iV@;F#Gf7oWJJC|{7H{H_s_S9FT6XVg*i$1 z&!3?YMBjhDUct{{Rul0%{`@(x=HLI=d7f(j`W@xRoBnxG{~f=gu~oO6sD9rkk5j|j PP$HW;drHKlWjp={mR_Zy literal 41372 zcmeFZcT|Y~a)vuM)xW-dZ}%A8{l|Upb-&9fMj@Q@o&D{-_F8kzIrsP1P4R1V8|gPvC=@#C z^~+Ke%IbIuWu?OUwfK!$4>LXfx7z$7Rc1ZD?AL4kiGOb}y{>3Zp={M8-z&m}!}KVW z-zn6~7i8}F5474S$jUA)j?6KfU%T(iX_>s^Po(^NSCpQ4;%~m5J36}TT6I-T;Rfz2 zV$$Y@H`(c`&*;Uoi|u$SV)irQjOfR=H4M)F7aDSf=L5$&Ew-$GY!*F5%lP1yQr|Y0 zG^Hrj5|f=;d}{M03Iw6wG& zz2DW;$gEkrR{!VMw^vk4a+}_}3b7_NM!&!2y4&)2ng?EX@7_I0Z_V2c@tUlX?;c7? zOFzrlNue0iuh>nYe9*peL|W4Ojb3$VUsZ@Gy|AObq_K&4lydB6P6+05 zJzv*1ye9g{!24^7{_91dwEf9*J$d~f8| z#BjTMcd7Tuel!28X~wNPckkAzZ;RK=SGHBlKV{rEGFJNAsaC_U9`%mvwlKW(_O2IW zoRUkY#b%Bd9df->>~@%*OXqos*9qmC!z(B^HC8Jix|j{VJl$1NR#xM@V%5`(oncim z%Di+8XXC?5k8yhaJ}9?Zzcx~qZT$A`$AA90K1LzoBAZ;a2G2pt_ZOcJJ)}@}-mEBe z-NJM(T*zTI+@i0_?C#xfd(`a@P)jN*>Jqg}YvMI8%}h@hH8(4}&~sPeHw=qa49v`N z9I6@N_A{fSzkc0JH|wrR){_ax!|EoNPHp${4DE-kIDmgd&4 z`C581H+o=TKxHbuaW;2hQrWV; zTufJQ@6nSdPu9k&Du4U-t)!^P^xn{L&YZZQ-J}c_wY#I^?aPTq*g^E6mnmyz|k+hj$8|@8jVGbXtgXDXZf|uj z1X7$@_CTspYlbWb2S=oInD~ADqLPxTESoWzY+FkkTieKsk2cbC>w8oL2@l6FjdT`r z8#bJhjg+A>F)^_!CI)9%4MqkBvt;Js4D+3QiSOR!ZdLR4n{j7o%L8VQDZkJIng}@8?&o-TXD(ymxWZ;Z-n?QB$~K zW1>>Rtt+wh>nYA$x7T7X@b-Oudr7}4_^+XyIb*uLr_OtyRQC!B3S!aAb6)Y(#YGme zH}QFgM3EM!UT1*|J-MPY&)S(yDK!)wZkBO{OhHy$B!Mm-dhn+Eg`%RjPStq zsC7AddV2cJsWFp7tx>ZRG+II-leCppDtQyxCBlo-@AEB<-Q3*H*i9O88`Ryn^my~P zSBI`8Yv!+QwQhH4%CsI9E2mGloroOD92Po!`0#Od_8YjPoBH~Zp<;fai~?3?TY7b9 z5;tztl=*PgCTfccE>3syoA*3#X=xda9>$%Ch>Oc%9}c9}#wg26hu*lW(Ei7oP1xoL z5KSXyVaKd@@84s!j$gTand|^RUXwa(@)YgT-43&TVLTJ|(;ZLx8}HrLxeqj_DuTX#Xl}yyf{#?G(T2pfY`VF`SwXoj)UEoFJJUNJ=~CC*8Ozl%9Up{ zKdrVLZc{aCO8yoW7r5+CvFMW$To|u*3wA#$!FurEMKv`wr8MJ!^6ZRPxq-aTrw z8x|Ct{{Fx%wlb9b8N0MLT9M20=hq9dv9bJC1Fx+H8r~u%Bh<2OH*Vc3Z)=;en_b~e zeEccD5lKv~3T+D=U2RvfJGaxKJuN$7n%4O`UGUa)30vIHPFG>MsiD?gOiZySlv96V zN7eOJhfR=x!CeFhSl3BQ2!@=@otHAGi~iP_q?=+hrsLPSvn!{Iq?_!iHamX%>3HtX ztB}l4{he1*#l?BB6q=kq&zBaba;=)%9p{YlwK(@p(CT?P)Uxgv<=z{4_wCJvRpgf@ zxeKW&+1Ff|9v5qI<}5ARW!?@Dw5#ixyYOJ`z9a6%ueo$zh|PJj$v@x1$iG)7sj(r` zIxfXwZgQ|rNgmrUsS;_5&b?S`Gb4Yp2JiQ!tmz-m$h9zu+SP&n{)QgMBtM<22*&e^lJ=@SNAL_mU6i(yb_yUn(oR(U~(h#Dzg8n08z=n3Gp`(0+a6$f2`m8_rtx zd!#Hhr5IfG=1|>?k12b7I={(rao*g7uf^B0OqI%Kr>zTaPG*mPp* z@R>6;(+gAWF@xA)S5Y(Qkj~y~6}uJOU$ri}IaV!Ozb0C-+SJ;b7u&(rUbPb`EoO?V z*Be(Hsgai0Cm*Yl(A+!Fm~{2g#$B5wBqVOP=Qv!Ilk=Jo`ttd67cGk~Ez+>4-$2A!a1My}f;i zD_SJt$suN+d!v9 z8$ZXPp`oWQUU+HlwVfMG8+=jy?#iZ2Zr8P2nb`O2*)!Ob!WLIrR*PHf{_*1-LbN&g z2`b0*uMVq)CGiDIT3zi9iF1-~X16d4u~TQ%vK)$D9+*Ww;I^MOUFa2FN=Q`}s@$;S z2r0dFR=8w&fPg$gt!L~xG6+)H?0Db%o^rot|IYN@KxtFcc%iugF66ed*v9}Bkt*qC zb;Aqu^CZpoAslUcd~_|QTCJ7ScCpFbaF`vJyn6NV7KXDg;|!u@BHVVLPzrvqZfieq z4gcLA4^a-nPzO(_=cwSfsm);sERxlAbVAAJVq8DRDuv}QUw(*E;t@C2bLQ6P^|IkN zKh9BB?3{Mn+;RDdG?oK z1!r~N|GC?pS;+oFe&yFwn*}j!o_ak_pPk#cAE3@6Dq;qC?bL&pmaGr(@ulC4+eC40 zzJG1~3d#p6>i*s7z0E_dnPjR_t{RLCY9l?%bdpd)42+)r`R7-=;p{LZ#3+d%Ap$9U zc}WDPW>lxC!Qyf19$ShWN5=cA-3%|~wU9mj^sm3ZUD_(B<#4&|77`ez&kZZu z9jX*?)~=m9gFQTU1_(Q;0r}LWcri>^-@PjdL^58dY@&ya!gJw8*R*-!Y9*wkv}UV% zRcmTS4wIB)vVN^dj8aOX<1nxZl4%6h{RjZXi(9vEPkh>RGTdsgiD!=6q)kOqQquR7 z<{zXm#VBzjak8uT&a+*+edx>?8DPtL)X4GPAg7Z0`uYqZWf765`6HviP}ehr)R^pl zUBDnkH8nM{%C&f9O^Shh%AIc)>FCdV=;#bh6VBXs)lpSdl}*&52Jo2|G}UF>Sv#N@`U+Ub%0(-@#YjXm7B>x| z@>(t}Oo?U)J)mYVt?uSADAD5V`|;(O)gYg4(0oc@baeE&*s6r_aSN&xupEQ2wS~!| z_(FOsElZ*9K*l#izlH_{G5@oY7~)Ms!{}D4(v%+meV)<)ofZQPr$a(QiVF*msxO!` z@g6Ou*XL6#kW_1C?`SV)RnN&ng$f6FxC8WIwZhB7!CxF#daU_#q>wqyM^#~)jf)Su z0#-pmRRFHKkwnLZSru1L^Q_n9Iu467y}taGk!=oBs@cCjZE|B_W@g49t|N2HjQsdw z64~=fYHyIqg<(-~FA858cLs%Gs&nq*`sJDOJ})dRj1pF%dCFq2i5qit6`#N}h@DF| zgol?`s8MsOURTkpS&XGN-CURUoTc>Shxb=qqyU5R#UpwmOgzBsL+dxc zNlXjx*d}YF^ux#N(>_q^+ZXrl+ZO@Q;qdF@y3z6RvXr46N5#*cD?nz@;`E7LU|+JZ z*lNa9D5)Xo!9GR9uD5EARY`w`+eCUj4hV>7;=lLnyI8={xYM0Kg-`|OY+iWd{YtJK z!^3elV?BL{zxiBq_xg>1?AXg(vIv*#7m9? zzo^@fJZeqF46q6aC?lhqe~1eU3qwZdwjNS(VHQ@~w{PDp0_?D=)AI^L9s{gUTJqxj zuaOZ+PgYrr`RThfC22lB+fACll_mxYD8pVJbDfs!wlc{8S9JCDMYsyh9;^4cfQ!3p z?%fjCSFi3=3xvIko?f5s@QI+o$-(BqS@ldSF(4r9(exMh-;I{@wqJM4Ppd{RBZ9(| zUEs@ zoNLnB^W(=sDlhlk*DqhXLnqnToqBWTC!0;&7@P_yl(PaW*(sEbKH3Kc?sgWC)Lb_y z>dm1y(2(F3T*zcs)|6x3EB+*Ro3hR?1tvRI)r@2&o38ByJ|gwj72Y@FxA^%|N=j7(9yRFr^vG&K)RWaxnU=IXiEZq(;kkWfXK4t zzTD=5FS^J4g&Z=<-v=owD%v8Zwf8h;CSz4IBh9)?l(Oz6aDQHi`uzDatvvx5@`+|YIuDD9ep$ap z%M~kDxCI}&_G0IU#k{=p3)m3A#v=EpPHZN*NO6(ltkRRs6pC&k{c?mMdXIB(h?786sBZ(W>v9N=$b*}daWXD?m4BpV@h`0$Yd8!<{O;>TTOjy} zzUpg8T1|=C&j>o^zVr3`?SkhCljfF|wJ5W-Xk|zSCR5@v6({|qG1w2aw;nRiHV8P2DhkgX=!P`XY}4pPv1k6 z6^`~B41^>uVmX{W)uV{o(H@5enRFbebsm|SnV&v=szL17w?D{z|7PmTr&F6T;Uvh? zx_ehqD32<@xvg;n`X)G-#T*%Mpu@Y#R#;yGC)pH%M zqB7E%n3&|FaDG5*;R5utSGU4Hffn@Yl_tAVa?u?S86Ca7x*sw#_kaBOu>eCeVONOH zJ8L%?oidDULm=(tD_8iUxmZ{}1I1?lm1)`<woSwUcK;U!d&f!P>y<pKxXG6Y7yy*o+Dk*6pAVxve4Fzj8{wS2kziiQB@^l~=O zRO;$*H9>n z->RyrWI{xCkuCIW&q@>gUfp zUwyv!E^X6FMDXHP!bQGhxpL*oaaPv;#|ub9z}OwlH@D-jri|pTQy@^u z9c1T?8#cTO3)7YK#!kS1pJdw4B%+8A+QE}uF)_UK0*hoUJ^&n{zoO!jO?ZT{-pZ5xoWD-yDdZ1+TK=BvJqz}1 zceK*)OBsu!lT*0O0sGW0u9W>vvEilh<_8Ad?By# zo&x%R{`OWfGT3FgVcJ_GdWH3t|9QpwcN~-@)>?z@;gz9_FCJ`ODN=d99<&G1l}v70t1dUL=@;4`P6$+>-IAit2Gl7JLv?tJ|{MkSrI z-tmZgACH`88fXzZrgI8x^075H|COdjw9qWDgox_STp{j_wVLQ$rtG`3rR-{S7?&+g>pgoddfK$)i*EK@kr zW>Iaetbp}Ua$_oXn&m))DNnN@-}k zA>#%I);!MTR}MPO`rh+v%nmXr2THw|eUL7PsZ~gsXuD(75jbuZ3zAeQ8{y%{GCLR0 z=Fy)ueFJ{5YiKC;&70pzx01U!8>QNQTspMKkcal{WX@MW2NG2gAcoP&$>cgNj04RI zM9;(l-n{?#V4bMj!9$0P^eb#s@wr2R%0uPMPV;Z^hbZvFqmz?zs9w96nNRl3>P~`H zj=+v1A^>80987GFk_5Um;Qa34;gjHwKo?4*+`K~}9<>xC6K8t#*4o{sPd0!T+;5Wg z7E(Zz)6yd0th)%HCLFTk;*2g5Ut_fQE+9?Z9i}%D=$W8o)Y&j^HCrmUSh-ub-r3vR zM=!X$xsePP5*iu_$^}UTwIL%I!$y0v+%1cV*~Bb(m@D7A_W{@_MdRa2=o1mjX~uO% zctiQv>rAV`Dgrftox=_4V18+Gdv$mCL%SXL`IyF-%1oo`{59vdI8*>o~XVOr#hqr|5ek9=L5rwaWc? zCEPq-y&_A-cH)E>;ZGq@7)Xmc>T+~vaXbT^#0KO;uhBjAikg4wjOq9Dsvk@*M9Ig= zAv7p>Uz;qH6OAS4wq zmf--PO28L{?`~#a(GB(i^xLnMwd=@)S+8U|u-gB+jEqO9c!2&C*aG&<9Nay@v}f>- z6H3X~E6a-QL8`| z9_X8mj#ZAq=JX}(v+~m70-?K5dksGRv4$rpk6?3j{DaMDl{!IdHtjAdFBgLj7QZ2m zg@_8+(#dlJM1%ew^v6CD2|hPU@MY~}ZEc-BRw1DO_09dqTbVhKHC*=dM&9t@*%cerVs=~)dx=Oy>P`zOEPWr>G0)rWk@?eVxa|a$Xb|~>9UUDa*ROvi zLLQVAKcg2+Z0sOhSdMdZr@UlK0YA>Y>!eysXt^Oz6h0&aIE08HlN&Z}Ox#dUwkL@6 z2xPQ6A2TP?odFZ%-ZWTV65R{VYg#@c@kWBtlmF|lzsPnZOm975rExcAAC6@_0t5MI z)1IB%w!KMCK0~d)v{P48@lFm1(Jg7pO(#-%yM}d!?+X3H3ovX_-_viqa83Qf%6vc1 zW`0HJ7dFP&_P!H#qF=3W$B-|%>&?4Ub}wV1mg0L4w|#g3Mw#vOX;QJOwhGU`@!`^K zniv@ylST*S5fBhSlLsx%Dii*D-_kmvLRaQWYev3&FMozLBE0#(jr*Uosp^;nCDSlI z7nYzRk7{i^%}3B(p78b+$bqwv1kUJHvB<`$sS3~kdO%b*vA}bR>W(uZV!2SU`diY? z$yOP)Y{9=o+=Rf%*-va;zy52&?ZSbkq{Kv$b}|(&c%^miVlj-6j|&W@ZK@KurI$9& zX2>gTu1OL$NzM6NghHEz>bVf_XoIXFlOV`F2IhafJ7Shv|+!?g5cCB%wO zn{{2M*6-m+E0ZZ9gxze9pGkDPbzjvLXx_Hy%TlZcl`k8JSpZ=_O6q>73Pc|$8=JH0Ik_%A{= z(~2l`L<>fBRu*2GPs00I)Ya9qXL|g29fnPUA@TqsRL#$fSxycp(k{+`S4guP4vErswD@Rku9K5rXHA^Cy4}=}tc67~;`X+~M6EnZiY(~8 zGe%8k{BlrsYH>}1DPvSK<)E_b*T)7BMg`nApNhhKOj=u2(W^s5wmineBj*Ng{>!;l z(LgVRW$*>9m1^7?xm9TTJlUUzT+h8Dk_gb0)l_u+Ztkh6sd_YPgseg#P|dn0dBmLx zROk^GH!K#w7PpwrXo8N~7UXG)VIwC|@gbQJP=p4WTc>O<>5!(INZfrF*Wfhs8(Ps4 z3^hIq1k@~`&Zvs}&#McBYw3@a_p}Nz-Mun**Sz37x7OE}P6IzW@^U2|ogS~q3m5=0 zwAHNGw9#<;v0S%#>l=luKoLN70r_Sp>Fst> zz-r)TbE*-+6v%ez;iV)jZ&Fq(m@3J~snw?0<Z9Ga7|)uX zM<-ne_y;(Bn&{z(cNqYz+V|JC66#1H;g%DP0qsQUfcc>{bk&O-pPngq$~|{c9u$uz zIej|qP~IQaC?8e0y4fZR_sl0_cJ8txx`-N3*tKV^!NL}NGhicox{LwhnR*&e~lmO=VU06(Rs_D3!1?f zYztO599cFB?T3{^s$t_hKJ%WPB{PfVoAZzL|3=+S6g5WEZIG_r$;+q-w~3@gCQiBqd^ zCx$td#ZtNzvx~MB;8i0)36TLpQ9h$za|{Am&iN@0bd4aCszFwtK&#++O!6Wlzr|Nv z%y5=u1f3*B5D;ef{7K9Kj99l?dbjHCg|p??FH?AjmMuaCbv0;fewq@^=FyWUG;le# z^CN{&;#eT?kp#-KP!T8?b>PzDaDW4}DqjVsTHe2Y{aPi?9E?eSL&AFzFZSbGw{8V_ zdj*u5Buosd?U;Q7h_wWISUzt@vL<2>)bsvd(@r<-z^xNq0-dWO`DPyZCXCuC7dcO9Ymgl(uTw*?y=C72BVpS6$E~%)-LbUhm!9`J_^4F8W7jXKk1SGv=S>E+O;{B?;YN z+{1?t?PFefLDxda8lXxN%GY*sAcD9_5OTJ#CnTfypxeiJ*{ud@;mpj;aU^x~p0Zc? z$nu0AKYn-w2F4x@ymwJ&Y-wp}ClqNpP?V&U0cDn=x&R51K82Jb45VyG0X1714SQE- z=X-GM#eYN1xt6TkAe(lDpQ4?{G2pkBBjnix*9vWlQVBDo%|qD+Q`9+q3; zWcIil>VGs;3RvD0<{;ND7h_*;gHRw=;{76+7r~u;yKoEYMQsm#r9a<$EHbIIXl7&} zj*xbm77-RG1#k(tN4B`B_-e$3==JL_S%`OOP18wWN*L236%yX%z|-c*p{i6hQMetR zrdYttn`9th*u8u2_EZE!f&QKtXp{y)m6qztC?JP?a`L7aY=rVNqumn#c18L5lL?iu zE{M2+_9bZ*)QS{#59Y?~UNrhPHkd*}%TH~-a`kFIBrurz@&U6BWiCK}cn^-A6}F4e z*2>CC^lnxaex9#ihZA@X^O{?%(^|Zs4#VNrtzZy)eX8Se;k}MWdy>IO3C?u6D`i+j zh}oe#J_E%i#iU&gM2wlWwLIxw0fzb!Ba+xKhA+_Mu~Mr*?nE1%K7AS*x}+-VS5v<3(}?eQ4CoxJ72i@dzNm5im5cVI?}<|b~jEmQm9-c-G38RfF~ z^e1{XYCX*#Jsu1U6XqqNuxY?dcmgb8xj$dEjxs?>m{4skt%frGq=(X8@g+ZCqatDq z;yFwyMPIRb54*zeyu7?Hb$&9w+VF70j-7k=61lsfwg&_dNRr|XT~;d5D`7}9)CsE% zm%IeErW#uSc9SKiXFoqZ+H{y2mp$n#c27G!kl(Vuq4xV7hU@jZ+0@j|-?_M?;kc!D8io0jh7GI}D#}kJ1s+$eZVQ-| zkkPMW7A^MfOg3)KIL}SmeA{kMd6^^~F~Rv?`9#*j0v!|<&RxlPEko$GL4`kGQS#KeGI2?cX#*UzS$exWa5?6DmwUeK-cg)%qHV+yS8onotgnHf@qz(qVsc#yR$f8{)#OWbe#Wy zQJB%ivlkYnhf0b=hB+nZY>k8(og!%ggPf)R4&M@!F5l~z>9A)66*Etp#aq|aGswl%1f z3(%zM9HEp~{p!fq=JX+sTfL!{blAgdVKwEx_e&$Q6O6AKBrsVdF4%4kg7=VIn478> z7|xRZS-)sPs1$0VU3H6#f)2ML(}j69Q9HGyAogbQ0RC>%IpnoXGVVw}e{MfS`hGA^ zBKvs^Z$kH*09uWL2sPu#^#jSt*g@bn$WdbVg0w{pw>&gPKDXwJw3!H1H`INdw86NK z-_%=wF1FrT>#J>NJSC7;X$E2rdSjj96}!oSZ-nnaOC1SMm{nmMn1#foB=d!meLRXS z0}B?P0Y+iN{-8e_kcdo&uS-;?`)g*Z})Ex0um)c23j{)8;mlWFEkOo{>! zv077ugM-hx4*nEk6tY*q?vcKJ{d!=~{bd#if&+0>Snie-#}@UrSm3H8*q(51IWs-` z8PDDO+VNx1tqZIIN0~YPjus9EG`_+lhS+lU3KVCmW)9f5#JM zBG(i1oT~cuOf=tCbJnyvv8oAfEp~u5VsFA4)r1b?!(+&_ojyI%!?BZxKoRYdov2{p zFvgRHnPGAcj-T4Mm)6myy!M#`8PiY2OFTpv6k%8LU$S#^%VO80YsNSgg0nbGl{h!@ zFyH6Fo|9@dFeVu-2&LUMg-4Qjc&z3!GcuHhJJt8xl@Jjz`*5A;A^;x-SQBtv;aFL# zO$T{#^1zL3^EGSMbY~2!>*^{@5)Q@k*Y^v4ylxAg-QRrupK%X2CS3z{5(xktJ8{OO z?HsfG={6WEtZx+See=9PkBg!n;Lhl3-K>E8Dh@Z9O)a;PPqZB9!I_Nw`C_17SGkp>Fa zAU0KEGXqG!frBhJiJOCXQs+?37DPluh@XhOJUug$4W@l`9faa1@KSJYAcDgs}~pi@N3U>j^nm&U?KLFqx#3?XQm z^wFr5W`b74y0m+DD2}=m)z`~Ilm3PR8wV>$i|J(W6|`sQZAe}wrGohJ5uE@n{DeBf zTg|4ezQBH3inoG~mxoCfM7nW+k(acVRxq-bzzM~~%Lqj|WOrHUG`KJE;^Jahf9gSI zra+6FZ?9QNwldoH{{RaKQ`$2!5yXV&v@{n49@8#*yLX9(Q7M)mI$t*z=9WyQD~xQK&fuQAXbQki4zX| z41%`F$Y{x=GDpdYp*5964>!6wUd?ev+oQ^>&eN+Ojo0#A3bdBx4`feL}H z5zt+FKd*5O{I=|H-E-?zT}Fnfn7Fb9dA+|iGp+4jCmmuovv8d`;OZ-4$VJz9gXoJe zldW8}N)|!wvX864*nWXA-GLZxomXCF}g31(6BuF%+J0(*0} z!)8ls-oNPw^tft+xNNVu9H1g8K(x`?sjEQ_YRzM_=ddvXha3HfI~v2>WU&b1=BEp9 z+p({ZhX70V1D1@8k0;w4&U&Qn^1FmY<;8YufM(l;iF&kd7Jd_+>~m+8f{qDKT(3&1 z6k#BB7_W<+uQ^1;p0@tLA%9`pmgQ@i znVmUJyylVk#O<;VoA0M><9~%+(~rzjmtwEq7W^kP)Bn_&v|;AY>{j$XeyI0)&kP z=}{X@-9g*GUIP6C=<}bz<~(y~7DW*1$*IKJ3~E9iJW5wjkB(7$x_KBmwgv^GYes1X zRj8!Ayj;iSVE(COudOsC9sXB=h-wc?q}_#oKN#4XbCJy1yMxD-m%8ctLn!+#UM|S@t*Zx2Sux9B5C( zrq2S>2dAj|q0=WsyhTySKo@YBN~8+N=A`PtToQ>hKg8Y%QHnStxyDwL5m8!puT~K6 zA&dz)feCm-A#cheyM6=k3J1DYm^*802;OO#%tQ7dY6$7^a1XX)<-D>f`mzSO;2Rd8 z6ali3(;0>@zzCcHM`Pf8n2Hu^Bg8y3b-Q-#cu$%$%nh2e;S(9l1}+LEb$z`5bGROL zDg$G1zNEM5Xj*;s9JsfC1U!vo^W$F)y5M#ri47^R$Bub<^v<6?6UQw1`nMH===+Zj z!dbNVj$;KSdfJEF^I2x%J^~FvmAZWS@^<-^lu35s_v8{g1@RXjECq=AWoHnMeg zol6FLUp@%m7QQ+B`s&cCt(P_3n@%VO4)Sb$`TF5iMWxJ^fxJt{14Rxs`=OpV~jh{kOj| zd*u{)@bs)h8n(!{4$_u@C7Q|9K<9Y2$eCu)zSteDfx~FzrG{>l=Wo=Ag!i zTopB*31<_RSyvG#mZP4Yo_*im7wT6|H5tT(K%MS=gJq4R4N@PcPT6aV{+i?U zYIa6of__6kVgA6ZbuHJgvn{bP{mQf>w6|E+m7PzF>Fp5|~mOgN?qvxv<}A zISUQDQ=%?2In9r>n3bML2PeY?I*g?loD15?py&Izj<}v1Eut?3*~JI$uN0iAdCT3x z!_>!H7<~a`by00+zMORY)-Yw)KBwk5TOAadn8*p6odr%jq}OH4P7MdSi}ULpYB_)# z&C5u77=IbWgFjm0p5$tA14E)_;KYLuo)4f6kYK>rj8a(C|bq~mmGGz4q z%~6q&Qi_T*IW*R%2g!L}97C)dd4a1^c>Hk}n2lE$Q5cwZv8HvK_r7GY>5mAj<4;9K zj!NFT_tfvOyp`jWVqIn|JY1)mjnY(`QjPpT-}d16fx@skiQs6q6>@)-1qkrU%F0G1 z#~Iq8?(h~ja7Wb6g4kyu zmU_VNm1}#edZC_k!2+RryB$iSSxPBAE~McQGxYIKSRr-W9j1&zpEfYCA7FnK85vp2 zG2tg*ZR{4!&EE7ffu`@RYDIN}JO9r6fE~CW4YAb4m0-G6Zrvrik2YN7w%hvz@sR>oO3 zr~ogqi9!I@scz`Wx*zRPyYArN;GO`iRvG8CKr2WE*V~iYY+R}xc7rJcxHz?qE}k66#NlXexV~=y>zWOw)Q28>ssdd`EEW$nsO(D1 zT`+R%3h`DeA-lc!us4g%6g3tP!r-TJ;*duc?s%pqOvn>6nuUd(DVA__^Y!(e|9MTg zi6LlNm|h{*c*FnfX);`6z)Kl<`7o3AoOG~r=FswZCL_YbufwG2eivT0B1o$4I1k(# z85JucCMLFa3&U%8F+u?##bzsBpFV^WiH@D=Ze8H&CGaL_j^FlbFj_TerVnM%%*wgz zgEKPt!3dWDTZ{z^+v~=Z?jzC7b7X~FG3mjf6PJFt+gaD33zwT%V3AS;*uHce1TY6k zkDH)}FjNFuv@OXCF1piD5r5e2p~D5@H#DwVmMi|dC;b1VPAQf4aA=55Aro~WN{b-# zNJ~n-st6DW!$G1(8ge2>uZ%*sv| zYJL85`wTLA%MDNRDTXtv6=>fpofge2K$s!9GWInj+$ISf8hckh^P(wvFu=QGQmU!} zIM2=vYpYgl&TPMm{m2(SY)12uFMD*+O6w0P<7$+KAM4}mE?{Sx)kt3J2BljZCNvR2 zc2CR#9ybx#4ndGaNmZPBE;~AVE?M$;p!kVx8Zi&>zy#ZXz;^)7vRh!FV}Jx=gEMZt zn#*o6<&(n~KWyRA+VCA$P2bK&0&4pEuhn%|>%M+{DLmh?RWa32am%@1=ZCKnOL+YK zbN5qLEkR zXDQyN>;H;*X}Yjn7ROO2d2%0jDC~a&&Lbi!N_2FnO+I&NVb~lBKQB|eURc1W@Y0y@ zKVEvlIc3EpgrOGuv2w-aJCep(BL(a#A5L9kw3O)_LB|jV$+BGG0J*MLM=gB+pguxA|w--g`IvTFA^hyT~RAj0flDPek z9YIB>3mK}*WS3*1akaw!JE##A7(=#*9bRq@agXQH62mD&S8%v@L2VMl16fEm? zL{0305v>fB_+>6agz82_nfJ^KcL->~qgz6Kq6ofk7{wHx_v0}#%UiLIV4yogc#IXo zMX4@@gw4(WFyh?*6C`b=e9ovRPDlxm!vv$S^zBNbrP z6j40#{slj4TAQr_mn?zN@s{z3-E+`t`S6$#`3bus~*Z0cj&dQ>MCHq8?7;4B^kDx>1@k0pl zsxS1*k3l;-Oofre8;>UW{RxBFbzn0eFfW-tQKU(2NNoJ8ns>Nz(W` zC7#1eolgW(3=Z9ajP*irvY}_Wt<{KP$!l8ggniKqbkUpUYjci$zxM;UEE}5moyxeN%&*!_Q01A_#BaOtMLwV|*zFtL(ek z)QfR^wF+)wT#bqk44?Dm4CoE~4e8YGrmwD?72obR6UYI;MnIl*tG^@V`>IRM zvYeKdmVC76q$;QuL>7fN#XNqz~!8VmcArq@HR+`kg7@&3T1GB--%q?mKtSRL!<8 zCTDj0>SCIeruz7C#MvB_STAC-6nQnE)vEc#(Etl6Ei)YYs@3E@h&Vk$c zzES5W-&b9pjb{?a*-=pYKO7b?Q}*q>0q1PYNC0A0V-jM}{_Nv3(}Hg8g)I?nX$U@( zK0k`34`L%}9U;+kf!Q-LjEju4Rkv)l=?#d8i>pNC{uYd^C{ao37>YplFwTpnp34{F zVb5ipY@WAjFsY7}&3xXX3p~-jWiIB|MoNPra0b&BzOI+!{k1fQ3DxG&EGKSo{bXXG zR+&@@Y2-Px6a(RV!ZU-u1%5htJ?2vy=iy%pf)`vH71yynCHkB$8u+nqu8tNi6AY$# zD`*zt2oGn=!+ApsV1df?F`iaRY{C;KUn2LV`%roL1+Mo!*1(Vv|ASW;HjU(S$pc-6;&!07E%gTaOi#0akw1T5@W+Kk1wIS8C z<5LSRI#Z@AVAwvA;tpgvS1*z{fP6(YO zwG-8>I?bfL1yYZHN8~f%buy(TUJpmCjdB%hot19AgMP3%adZR zv12>9NRQ8W^qkqp51XV^K0@`WZ{o%QEL(<+M`uIkhjUgI{G z#q28!4dY2T|8f;X*RRmnG*&qmBRJjvpsz7OH^X|mP~c;u2_3KuIk231YAK_==}*T) z18Hl4hRT1ti1$@c4o_|iO1x-ptF^h5jK}NR4%KwgHhSKY|U+sQ|-9m??-lMA zm=W(Zc>BpKDm9g-*0NTwIn1cZ@=kqAcd#^nh|?^u^}b=fz8@hGjyo*5!j%ZBn7KEBvge)G7>+#LND~jo-5OH=#*UQ#x@`L2 zi}ufI!n3U&>Oym+^EMxY{Fc$U24ga|yoR*j_(1RtTVpA=uE0IR#Y_QH*DGHL?swfv z<6;LQh)ypd$h7SNqh1Db zFsUS6g1;}A!KUk#SQBaeMvTcRdW{pHYe!)>>h)4KE(W&}DEYok^#>0iEfFD5O^Pv` z#DWAo+Oh&YHmA*K7Xx@&svBTPD7Y-bumDA>pP9smm{-H>cn&9U_0Yb#X@P{P^hTk> zq^ttgy5#GhiJpxQvI5WKAX(9@lV01ril7iwgPHfYYSMEtB9>m*x459GqM6o>xt)oo zd9T`GDm+tMfUYgTeTsOjiCY&Ar;#-=!*Ms>$MV$CMM{!MECaP9g=JVN!PohMVHH>MrD- zSm-qvz_Vo2A)ot=@B7~r0TS4T8~-)g|Ms@Lql$Dpj%&xHK%V}$SpR<|CB)R@V$R$? z&=H{S*905kfj#9ibbikunt-sD%e-OQotT^Q=*qD5KuO30w&taj;ilMxDvrznHx`g! z-<0OmZMr?9TD=MLTUX!D^!&AugDv4{bRz#O|H$;8lnBJ#NHD@RQwFB#TW~v~WfbB? z%mh6fIV-s=9gJj~5L!}W)rNSHu7^9sN$1b$I6qyG3LTEfV(0=z@Zd5x7WjEe35hg2 zJA33do;nz$zBF6!VuU9Tl%WUqs9a3wH$b;A_S;8wtt z$qBvSNas>5p1^39PsbY!UcM25$=g;=mLdB7;fIGgK`w0G$H{`uU7V~l91uOBe#Rv@ zK+UE3>0yB*9_eC5a2v@ENEym*)~li+Z*&t?2BA;3k_r@u<4+InQM;$cjYe9a?KhvpL8R(j0SlBJ!#=w5P5#d_f-<;l3`UV!=SzWOmg^Y zYimi1i}TMz40w>KivuewtCXbVH!T(7yTfx`$fH6@7YLKRJM=G|AD{ms`N};9HY^F8 zPH;=A;AaDOPy+Kt&`F0r(e&{uQNM8k@GE9Gi{I^Q5KBc{P5>x+pI(9XnTk0j{bgqM z^nV0&E(*q(BOhwPSZ6S3{^PHsJ$UM|{qVbG3gN(t-F{^_V!;UmXb;Exzm}3wTi#@b-C{+meM|66hX z_tl<^{-^T)>;?F*FZKVY@1OGj<$LzL0j;%ypB7DwJ< zl0qSx^WnkNT!09*lMA4aJXUQzcdFSq(+Cw}wA{pz3yQm9h`QuX(o7P~fUpuslryz) zjwu(WmbX3!(1&@+@vyF^Y_Ub4NzH3z@jyK|Dtl+{B(VTN*Q;984^<$jvZH?NNaH` z<;Y|wO4t~=K90O=;PgQto+K1)IRF4d@JfqCwHV)U)|gqrKHV-T|03Gj+NikA!OMdn zVg-I#f}Yb0=Vi}An6n(hBeV%Pa#`pp^KoZ}X=7%#J~t3tF$dw=;866GfZnrD(AENU zB2RIzrnKM86Q6R`mCW0E=>49h|BvR*JS^vSd;7O}iexIGNGchsM=C_2B14HJMN)>8 zh#ph3A>5V3Lzq)QijYzl$4OEXrkf$T$=uj z=XtJk<$QEFmzsXSW%cNf@~g-3FhzbQRDP5$HjcKSNJ376FZ3udy@i#9G*Oma`LN4n zb>;s?)yyL^5Z7VNrH!Pe1mxJAOZ8px}5&A&uu_0S%H4@ zE*YUteY7}(--+Ddzk&+gF8d;v!O5AvTm0wprBoVhmYnqFpBK{RNvmd*@)khOc}teW zkohK?W&-1!1UQ;qd;gG@qlxIg2>1DYymFB=AA2)L;8}E5oH~2fIjT0wbuCPI$8ZRh zHG67(Uw|p8yga}^Y(&pob5_6)_KvGw6?OP24KlLo?bRCfZ@igR`ZrWq9!PKU!(G1o zEqG~N>_OGHNBNiCk;^$Aho4ReDbAZ|p7HzLAl(bEFT2dU7OO+dTZEdhu&8{sj37dc zyY*ZCdCbgT25*|o-S=PU>h4;(^jwmnyX)J7E|s~9Y&U&;{YUHNi=*k6eD0@hsDo!$ zUHCWi@T>FWBLYE&O0+%cy?n56pY5)2t@^{EKbL4_&l|U3*OL7nLR+hxcUxCKgUfl7 zR8jQj-O)pNO_$#l7Y$31IoSGw|F8FLyI*7tod&uYy6?|Y8O$SURc73?P5+wAhYrx+ zSYDkO^{wS~T}-mY{P|G<3LZ{JE5{LxtAE9`=)-aRwVA5R(<+qXIsBqc^dp$F%lEm3 zM*o#>hy|RF1>aFv!E>oi&^9w8MIIdH__wBVe@k6U^OE4WR{24y*z>|LNLirH0?>v0 zS5iIVHpMX$3bmY0+T)V2)Pa<_OHtIm0U^6x9OVgFC@$GgSTnz3X)fj4GeA=ZW!FEg7rIKF{ocL#1P9~0Bi3J5B{S{g8@`m?$3 zcmq5X0oHzK*9vj`1!@B_vlFS`4mj>I#l@?Yue{XPI6`c^YhTZYXb9Eh%@yyvB=!>M z+D@tdk%&W7Dfy?dv%u@~uC>A4di#2gr4{UI!N#1s zUi%t!ft)iXZ$m5jiF-?dK+-jQ8}4oS5T;wbq@`wwcs+vd)~RLR+CHS%OP^(OQxA|YSm3Yd<_f`to#G2EdXGPy6lAkSg$umDJowv%#X?o;E zr=?qOb;{zXx#09T?kk7gjfaxeLqrvS)9MUg%(igtHTOCqGC_+7)q2Zc-xXZI>R%>X$je3TP+?Xh#dYzq`MpndSoRT!5+CTk_WcE04p_XTXwnb9`>t+%}oh z$M{1Gzm$=zxNoU5Iom{CtaN?ZsOhUyrM&*a;p5&DzQItf?~WA`iUrA4&l@h!KKZ zhSc99qyVOoxI~l*N`qSA*LKCm!FdMT&N355i>qmc>%S=!dW_Z9W&=#3^%Q>FKEbi~ zrozt64T=tsIHr-D)X?Q3Mn9O}&o;={t~O=8Pu9LqLXU)T!alJf1ad2Qbz!_%b##3T z3|*OR@gFNev(D7Gu1$l{Ofq(#pW79eq4yUHS+v_^%Ds$eHyJc4aR$5OvxX+bZV2kTaVR?nhUnorO;c#n{-IZ3`#n8PSEgUSVu)}x4XXrTNiAK z7kj3FNG4x!`^68uo*s&D4-}~UqiH}RrNojYnJ-SCr64*F6!8r992edEib-|pUe$YI z?n?vJ@T}MT_Vf$;c5r2M9vX!sB5F6hxO^iDD*^)n_5WJiQoFX{;iemVs796Zbl$Aq z({1#X!M=?j6n~Kqjiorvmzg#&A|d(4c+deC=(?i&o2I-5db-KWPxsc+o{xs~kw&830a9WgUUrz_K}Hd~x{9NH^6@k}F0c$T5u zNQV!WZ)wJG>J{*lqA6;NNTba)ZN_jU2r5*Z@_Wj>CqBP%RkdV6bLi#j4M#zpTD1Zx)GDdKZ6`(cuNQ-wXw<=&w8#ww{7E4Q!N;O<&p-Ne2T?2vf97YOm?0&nQMU{SwD1C}6I{B0Mi#Bl8@2^i6S1vg8Ga3>kwVr({vhNRV&jt zT(!R^Sdshj7WC1g3FVsLKfV6GDSk*lm|&&Exgv<@3)n=OFV8Y5X;HeQ-ts5xGxxdn z$&FKMXN{?nq#eq^F`DU>v=Y-zu2xEL^79pI-ykOk93?_en*F-L{!c}^m96bzo+x`pr}_4JIDY|DiekX)tE1vf6sqS% zuDw25G^CR%AQQ5k)La#Q8dFO2-;iIteLwHvD^DPyaUxBEYNX+Ltl0r? z;0+__;;ayw6!BE<#~2tOoi=S>YI^~!69Q%e+sU*#JQH&{&(nBEZb7fOC-KjP*I%YQ z5C^KrNYLp-b4wcg7p*s?sW0r}>W1&T^o61i=-=~uYg&h@wQT2rHFs%OJb-|{9Bu4* z`F1*O4ceSH_Dp6K`G#D*w00JiLhIVVx2Xb&)M8d;xEJ`lSdJ{gZ9?N?Dr#cA521@T zzFIB>{X%>r1cPA}g(8a32qsD;vB`wgU%BD;X@jFwe9Nglpz~k-j_IirA_#B-?m}w9 z!|Vfbj)u7>`?fR-Jp02QC2=4Ta2b2kF#n?=u)lC?7fQtf0A%+^lRK4*@FEl@M2V~G z*6!meo)+2^zLKtRp;Qnp1^0)aJ`zc?ro&-WyrN~`&#a5<9bZS8UvIpC-gk&%)2C^_ zp3KxJC*yl4Zefx8gRu?BArFyso@STk9S~~AR>3D%ER;D3*WcwgiyT*E*pz;2uO2>b z`R>OePu|O~T!Ut{=StbRYupOMuX`VaRe)enJ+b?f2L5r`{#jz#2u2+Z4-;+ww}F(=Biizo0#Is!lm^ww&=t9;LmKZ&S1=^ zGV2R-C%q`#go$1@$hd_*lg?&8tRf`fztK0Fs>}K-07y0>8H+{hvioKO^)3{glpK&u z6&KuxwIAjvw3!a*fz`!E%Bd8uCYyrKw(;9qUzfS}C{!%Jl75AGzxs!)vk%AJ2+9r$ z#}Jr<3r-kIt2a42J9GX7mx>Hh3$UT|gJR2O3ycMbA(w>e&N_n%EX;f5gG2K<^ZKxd zM~Sq=fxc#A^2sXdw5#z9T@gjP6AIdvVBCrG|SaiVrQc z9?+OTmLm)7VpfGBrJwBLe=R<|jEnl^VDot znjl-;_)#~cT@St3LKGvxG!<@6s=yn~CzXqp#r4Q5m0~f>X3T&E?geSI%ba&|a#EuQ z#5Pn;D^Bm@0mop0Rb+!T1*29x9#7xn=#oef98(+ZyO{mOB1e?rg} zX7lTX1KU5F3LuzV`=TD4Sx9d)y<-Q6n;)tOuzk6@C0b;vaca#~7aoDrFF--mSE#)# z`WTBR?7)&ShGz@mXdAoBmzI)XIEH=#=-N{y!nwx^w7&$ooVSEQ*V^YQtcjL99EQn}MW6aM*FEcU zcq~;c)~xL84(d@|(YQ`CG?ZAX_vJYDXO&Mr{dCCKv3+UAE_H8eYKk~`aG~SDI?n4M zI5_KX7@~02?)1b&`%Gn1hjMi$u`$`eF!|+ivg5#@psgoQ4%;bwMNSP(3g+|Zf3CT+|u^ig$={YsY>h|5cojKeMVyzOgpUvZ!^(IUh z$~Qi9Y$tJdcW>XJ0|UMehNNF`CW-`LY;*he?RI8nW`$QbjNs94XO7PYdbP)1+8^?C z(phiykt6TWJA-!JT0975LCPFov^Cg53QyI+N@5Bl9x6Ba8$AaO9670-go8VnOTGQ@ zVUMosgvhSFFf!bsF?5-ufB?XTrY4XurUO^-nwLk4;LGY`Nd=}p44mzn66B(&ZCI<)4!ArVBfAWFQyV$*}xx z9p>T7mM;$)AJ?Nt4>yk6rAvpbc6H4zzQ#plT)%FdwQ-BbKK}o}fdh9RI;3t__v=?X zi5KaRMBT)`zf{LWo3yTYR0W2G_084r^+iDCH}}krq@*OdEj4F-FZ&u-x1E_5QEAzx zZ=F<5PEI|xMUU~#U;>Raoc_)!$NZ9$HL%LU)7+CWsvkJBvk1HvbLRL_tOm>Jd)AJ` z1K|-CfY@V8ojP?&fUTQwE}fG^QF#!Da!Tu^pyoGP1^~ z3;e^v!mb4FTU#=9%9Nf83cEnXVYyeYE~%^x!Hm@E@J=TOhiy!XT6Aq=cmBS&j%skz zFd|NOO4I&WNoeB7Lb2Biw}}A!I^zqh#y%`By%?$deEi#S1_p{~G;fl`2atQ=I)o3X=wbAc1(iR_*qlq zKjY*!v(wu%GYtYegT)!KkdMthW4~g>PSNL}sjHhyYSzZ`SyG03MGq#Hy3sEn7M$FK zjU(}*_(^$i>%oI0n{>Yg2h-EXF=#Xu#UDL~Mu~p6R~b zq@_Da7G?SjGR)SVgNp+@sU4>Lao#DHF73R0Sr@}0i$#k@M$Y9_!##uJx0ip>ph1I< zJ$4cokO7ivvaTc;#uzll*d zs0YTMTYOEWYjZJIiPv%5F1syT(ycYAWcyvgdoHk&Z7X)L?wTUWoc^}hnmo^+srjEJ zFZ*THhFKUEq-~sqd(qhOr_j-qkTe%&`WpBJA694R(3PuKgKfIa4_}V3_JHQnw%Dqs zuKQrp2;a_RobJQ`c9H5Op4l`rvt3tGA~kX_z-YfcYp_XBmH*tgKTE#&R>%8wAD~l0 z646uFYW@03zQOv6+YmzLPpXwt1pfYMX=8D?NdD>4-+CPQ&LiT9zV`+ z1mLNn6?yZ)gYFou#Kk8K9Ajl=^~g!PG$?w;$tm{sgCXFv=eag)>fEKvWFMa!(`RU| z(3At<=t$tO2O9x~=)~nR>Byd~LG`}C)6ky3;nU;+#?=usHK!*hy1>*7dHqjpY1?K* zOqB4_DVT{T5<(c6(hVzGEj*!R67Z&C9$Xd>yUR0`y>BKB7%-sl_3L1z`;7VZvq|bV zLMC6gBV)4;5NR=&r&qv9vMA&Fxic=Q9VPwx_3JDp)qc*p<6SIYEUm7qo5t1eQkd8^ z)s<7~8R#qFVA394*=aP&A@<`pebH|>zmy()#rgp;g$Q^NUN=4T; zN%I6!E?=&Qd%fYvlw&<#I?r$E$gB%Z9L%-iOnrW~k$`+L?^l5{Fl9rfmAJx(4g`e-~~ z6i{@-djQR|(^exqZ`V$SeM|oGff{=ng7+%4zHQ?N_7#Tb)(aPAJ%8SpVB_@i+#sy6 z34L819UXD;4eYjI%Sr8qzvuq6KNM(G#JujFY*4yx+xq1X@E$W}Oj%i3V1d;c%SX;> zYHDgdpK2_7_wJpVhDI)4NX_@1)h?F&j~3uz-@lcEm1F{HYim<3TxciJnw|Uh?I7Bj z;&rN*(}3zQ_9l_;=F_LWQJUPM*>CXZOUzzPp*IcwX ziMnGA?^x-~&l3OfGC={dhQ?AOqGo7$%#S|%7cqVb08~9lXza_%b?K>YIM&y<#W}U3aw{*u+iKY|WsH^9eZ1eFOzrlqTWx7{I2&R3 z`{&P_#Fgx{eb=r{Aic#hxm)b{g5OnDTiI#FXqs)Z~CD?Av%H2 z7(8_7)X;P5Hf`!8^B%6f)VeH0jP3aVwNpCo#|9%ZH1L@1^eWyW>!mi|8WADGc^yDI zfjCK7;hp9z^!-4lyIa|G%DJavAHN?vkZoX zbJY6OLjkw3)E{*NJJKs#3+~^)12SU2a%BKp(UB~t@P_vUTtq{F^@2aoTknOVdI!q7 z$#ihO=iSl}*qIREaAJo|l8Kv}CdG+@O`Un9a@Eha@$ttPei23y5#(CHeNyeUeevQ2 zF9@HtmJZ*@Cfm$;WtTrRrY-sgCVNjvV_H`q<-{T)n_8c)BDY?a#%WKU zo;|~@x|!@!HQ~9dKtC9Znwno>N-}Vc+q6_ zxAOA3pesnewAN~qWzywKo2wjP00)wH*8^CJ)EStgJ%1yYa2$wecPLYCGIS?Qz%r@G z@9^Qnn`iq>AEkP+{6`U=L?CuBifK%FoS)y-Cdq11!YXZf8pnDteK3of#>m%+0P5AS zzVOYPkjFt3G!#l=I=J<^c|O)i%mx^lm{{3%iPEYq)7zRIeXZiHR$kgUg|7$7-d{H~ zc9SUEr$Ry zjEMe(yiJT2SI%^txtFSBaa^+iovAIqWUZ8>F<&5e0q2N@2`nL zUk^r1Q*AnUW)y4pfc}<$h^g(4ngw7>On z6S+Yc8Mh-Ry+l2-EB7v^=Qfzm(=MiwKgq-#!7SJZy=4EWsHpt>^@|Zp5%GUjFXtKU zV2c)IZ0Sv_(j8QZsU$o2oOB^`C12?MMnzTict(a;9eNwT%3ZV>C6ZRqk+>5l+EZnI zjOcBi^)xVz@^T8*x}ILWL2w$WoFsnwz7@-s+0&79V600&9w=^$-ieH&HA!5RW&_3+ zH2lx}(@VqUwAzxeetMa#$jmB@*Llpi76rV6ZSUT_t0v@C9HYLeCrf_>j-@(DLt{*m zRkz-~_sDlq?bNB0leYX3y>)FRJqHa6W5I@;IW%tEIQkOWu;b^%e zj&rWtJt9lYeztU6o6npQ?6cb}U^dI3fdfPN-VpB@k?n^LJud%k`;3#fApI%GLov$; zifc;zuBEFhzyowy+hTnFbbW47)A~1%} zwwN_*R@(9?yhdk5DnI7-@3>UgeXXdN#?7As*6nSP{p5p@5!M57O|-M9^12SR@KNlYRV}z9JLyzF|T(9qNxGT zE3c>sDbM=$?HkVj`#@5r8W}O4bTGL!)l47uN(fM+sDss=YTa?I^fAha%V`mp#SO-jQL~6Ti?OJm}Qdvof zA?K0j*W!rz`=g?a$w{AO`uZvgS%5gXTSaxQnXUkSKnP zSNDW?&kM$=xVy~!-)SiNk6}w%o*F(m`Q?I;3Z`R4an~d}A(M_YrG5T){1=?->g^K7 zyOl^xBaILw@hybMZK0u|3_1(qTkh?hG3;%|mOX*$uMe`m$&BJiDj%`+g5s+^)*>)g zHtmInVQ`?jqX&rJGH2%*I575$xemj_PkXaHff8i+pU3clE=7*|Gq!9QSGOdzDWJY; znCJJi{n~zea80!WjAk9~VS5{(f-(zLZFwd1R?X zG|5d?3<3SA^V4ILTd{M`oP8b>>6l27BiR_?co> z0&F5_-u&5h=+L3oHa2kpqz*D6XMc1fb+=2Ft=UQL!24lo4n0-$C^N=zf}WmV;GIbV z?xR>N;Sk*!7SIk3-TC zv|T{Fj7Ygt(KgE1{Y<{|vFdSq3ltO1jLx>Px3^D9-4_$n5|Fx)S8OoI1#gF*FWV9k zas=#&4YtT9Fu2MQ+Bxfr>TsWy1rhoV#?kqsbE5!V2r67-7eXD=MFCC4)R%I&N{gHbN=)$o1&d2~iQd>z3FK zsJ4HwB&TrCyc?g|*(XQ89khr1WbhiPGRJdQk4`yO(k*`cL$VN33X)AK z!}xuEiD$vbtS>sr&@tgh-G1QEA&{-^UHzvd#+Fr9c1yAfp*j5KvtghbGu)Mn;g$k%`cEtdxoi>g^z2|S(Uvxvi{`$oFwOh(9 zkD4tQ8o?%a70;9CIgLPOzj}2jz0VG?|E;+s9qGB_`!PIHZ`?R)o9=Z#iUWAzft>|5 zkd|gVV@6kShxea92LWll7b(-L3#wq0u}?pXk0LYSE`m?^Y~HL#6OKR2rw7o3o^P|h z$ZS|J9D>6BHLVKQ<7hX zY#uXqtT99u=dH0!3k!BNp~uGCM5$M??emvqQPUDUid=?68jxK!8#F$!UOZIxRiKmg-#){u|;O3~)^5o=0_4OC6RxQ4*Uufr+nO!*McVfV1Evv(1 z!&^Dz$yiJ?RHWa81qQ|WbX_)R;^BO2_6o$7!02Qo2D&VS~w z#4-Q-Al1)I021amFC`^tuJdgn!kwN5U>M-@=d1a)T)W~ggEVcHmwodRkGSJ05 zmwqG@D%bG0mmx8#E{|?GoNBNhv%t9t&mGRjayY+S0VqJyYfP4CWMpY=J)L)_%qlsb zmL`0@cL%Dsd=CmVLzIF_Tjk)PLy^j+WuHHrf=9$sqdX>YWlT>)YWO$PQ_IKXL{EZ_ zkc~UHah9~oKZW;JQREPLg~R%DyG-Af8`GU-WZ?52AyI?P<9^~+*vub)be9;^EJpNA zzuGKwBf{fGnfuY07!Bta6TdekA9C8VmmSBHpja;MS$xPQCZO=jp#tubttd4);7#!Dw}#(T>d2$@)Te^!C>mR%F9@U9de?s5y{u2 z+S@K>mReT2>)M7~?^&dkD*G9C;68%}%?9KXW4$OE2OzWw!o$v#L{>E}zn*yuD$GQv z{`G5UoT{hCec4|c(O%7$SHGGQ2dI&RV(YRgP{fQ+NIL1TQ^?#vZYHW)3F*0 zIy8Ir0LT5d?v}rQ2oyZv@ovnP48ZGVWl)<>L24|^Cuuz zqxfd>!V5d^-@osK)b@GpSlF2LZf>!hS%JkLaGJw1++0UTN2K5d1>qd}KMN};!LC<# z*gNip-V3|F9@nEY+ttqMD=Qmv$CJYu^l|at0|%xvlSYRHCT1}Q#-D#XYV_z+(A|4d zQ`e>WZ%{Dy(a0U+=sQY(^8V{R$wE7K?tGINsmVmm-#>~KKYsium{ z+lvBGqTcQ5gz@929DjTh$a4JAb1$xTv^+W5=J}OUkNFyAKvW|~jmpl1$C6l%tmt9+ z?8)xRbNY#+I9ZI~t@)3@_DHwy84Pgno=g|>&! zj!iiGB6)de(+0QyS-TH-P$bql(D%VS$ojv3ryhT7`Nkwt8TPUi%>hQ&l~Y63PjZgZ zsP&SOVSbMv*{UN6nuA40(i}3R_ngy`IY}u$x9ff~+Ce&x_D+f%!XJ1-+4L4aeGC+g z8_D83`4pce6%|z6og{`(Y)h9f_b1IAqNOE6UA7Hauc~UYv$HzEyp5&GBXY_VMu!7e zWfc@i0}mVBCwd-w!*6Y1L|*Mz)7?>nTIOw;z#XZ&cJVL?3vUpGh4h`TFkq z0L=ZvGZa45?nup?)I4H^#+~hho)WG^(#8`T~a_!HEAdrV}A zv6g4;YRGjd4$aaP3h~xiKgi6kc>mS$%MbZPjOrsRJ9Og2L6V+|is6loUIMW*TweVF z$_lhM+InnF_~=_fohfids*Y}a(YKXkhag}6>FHaNe(Wh28vgGV?OkbI2fBo&uAHp! zz@xE#9n4J$IDTS8Mq59m>>tq1%5p6-0|tzUYz$4^-#h%KgT}1qyM~V*{r%XR#Sor! ziB5KKP{J_r{-EBT&Sf$_^G~AJ8R1o}~nLP!X+rH@|C|DwRyX7V=&&M$!olMMc( zi(-h9Qd^F^+r-SB;7CfSqCl$zaR_K5IA^t}83JAw_kpl1jF#7sre*}(xni;N%$71b z+s)m5yIpcF+`blt9Nz7>*bw;tyRBb;3kljCPb7dKqg1X^lBlP#l=0G%=`&}xo1-;D z_zI=WiAUMtdn%ejYK5sWPwZG%9@iB>k_%b}_jmLij#7eK zXveK|^q;a7L}}_7%Uj4{m`En-Qn3Yy&>?l4$RzF^1(z>YO0jRtAm%&6A3zEF?cXme z3IVEmo*QTWP&KvA&S~<5KDP2oK)9vn$%&seOBiVVcKEz;oygMJKHawhHq+qjB zgX@7S$pu5xWJmyq$JCQ^-*f7q${}(MPfSXJ-Vo3)NJ4N^BO2CioD*sDEr*%*O1PVs z+tqTdD*R(aWaKthcPXWr-lp#ZsT%4fyv4>7lA&OIxWU7ReWXzZgHX(1$ulzATFpcyV=265)u3Dpy zYKoj===FaoyLi#-m=BNpM;o>n#Vy$U9U@D_(WBj&0+{Me!Ir{6P!5K+5&-Q^rjeSA zZd6uLiNh4@ZeHG2fBz0>Nk>|ZN6aD!Y=O-Iz&q#8Ni&O>W#*v&$#lWxizz8LF_Eh> z`mwYiC!wc{wC&Q}tq*WZ>3<&}Nd@G)8zqHAEK^A=hmAF-*_xs&)Y_f3f}si9ldB7) z2dsLs(Wf_;H85=1!7@G`8!KVv3$wx#tqi8G0H{#{@q&CwQ|Tem|GlC1Wj345F;uJ8 zi*=`!Q#dmhn1lZmo?qULVzCW@2weh$cjcry3T_+rv)6G8qCz-by@UB;!}7iAo}QjG zNp%`qyX1|t3zdxV@WO=c|9PTc8+K1WSCl6nsuAg?pvb8zV-pjl*pnQqQ#lbuh74%j zlv)e;Y!p!$kR+9B=Ss8{&!Ir!KdNNF`xWfPZ#`9H2{?{+dw_f&t ke{Ov==l}a(ecjTI@i)FEJ&vBI$x~u#Y-V(Biv70#1JxsVKL7v# diff --git a/index.html b/index.html index 405cf87..835b994 100644 --- a/index.html +++ b/index.html @@ -49,6 +49,9 @@
    • Runtime Environment
      • @@ -121,90 +130,77 @@

      arc_distance

      • >;g`S^uHIJ@NO{9_b$q6E97SWeos!bhQre9#U%oURA82-Jf2LaV;=~HcD#2El zaLip#fMxy@M$_qp5mcyGm&z27G;5+{casHw>fUxX`LG)@1rrkvk`2>0ZhCq)X%}q{ z?r+K*%qU%19w@Y5QfRq*Rs*t7#J7+b*Xgml_wH3=Lda;7k?Zd6HbHuP7-E36GKv-3 z(cO}tpI^5zT0UHYOm$<1dEBKk{|57;mJQ<^NoQHhgN{VSC`OsgPK{zv9&_pDn_15w z91HsSIYMO2%;GaFTP^HoM!Ks@N=mA(E?Kd4=T0N*&zlv3#axADM;B8(a_&*qP$<88 z@}~z%Q)cI;2YsK?GpLhDBk3_WFRwO5|Fm+Fj`oMU+q@ghRHUWv=g*F58eF{iYqG`1 z`P=8RG8tqr7385W!J={ak&T`G><00fWRhU4+Dll4g*D2>=X1lt!;w>mx9Z7+h-sr1 zRnJTg^E(b*lnEA5PfSegX-toclnIE$S%B!p|;!4}c;_7Neq((V}p!w81hHYxB$#U3sP;=QTa_<7> zjS(ow=FQp4!NI|GG8IPPF5-0P`NN~(H!wsp+y(ku0Mo*U|a|9EHH@tNks zhY!ZZUQ8PKE?Hv(&2f3o<0Z|_%~PKN#wvkqf|Crh{az*xcb0cf(v{9~hP)}`uxxxa zGCVr^?CCUhJb*X&f#77GA3Rp{kiHrfG#z+@QzuugxVX46*YQ%^>prVI+Ee>#O%h3g&5vS2zrEf-qD3Rqg45pKzBdI|ZHjW6 z?J{Wg%Hge7)s`dlg%%Xk>x%t=+H7G^P9m7(py|r$aQl677Mv#?>=~Pun+eoddZu6LM z!Q50FV+UYH~*T$>! z669CMWS?1`ZEISasI7@ys*z>&vMdFql7)-wT)Jt!N`QcQ{J2AhpW#z~|5(8mhj)?g z7cPWt=hS!_H7!-u@XBx$ki7~A$Elg|HON}u z$grVswnNT>WVz}7%wet8d))aff`Wn%=!B}WcQicUcr|3@_4sipmPrhjv19&j1c0;J z@!L%$xHA;HZ744ovD!FQ+3F}+RRB~vZCXm`V_f68-EI>vka`kT5;VHs-`S#(Z4<-T zEj~Z_sEj88Sl^_p;)Th#*D1kHJ*-(-S;k0r;5s3;ZG+c-{`?u{$>4M*PBqDgF@O>W zh(fr8+jPHRR(3Yq;lqcEOuxMztN{nAMcS;5mOpXz>eX1StkkON>hvpZ68)_Oy3INE znO``pZEb6TK@(B+yHko76fui6$>&cvIy?7vRfbEQIU}c_;Dy;@<>pRm5-SaVBo_Pn z^so)g={J(m8O?OC)V)a+Kbs&0S6!{=1b5KQZKTdMq?k+358+myO8Irk&ex*Tjpk`ZRchj z1CDN|P!8|7r1v9(6j|J&38n+kvikO>{WZwvBIf7TP$rylPyRpK+LTi-O3niER|22c zL`ZH)&@Irxvd!o|a`Dr~vJi1y0vf_j-P^it+sl$?>;%56>gnkP8|wKotc>#KFb!7oOMmR z_>4jU$nu6t*vW-mTegP$p}!?h^VqRt1c;9&*k$q>RqV-n{aWq%n_Q#1ct4>2noLVw z9IqEVs1{Tx%58Rvb?@F|KkzxamIQ!lW8A;hl`EA{ zR4(;nZ3_`Djd*&Fz#c)JAfe}f#NHy2H`!`Bn81i5_5(@qI;Nals%g~4VLig_Cug-MA!ueGzS62Ayx*5M3UquP+I&#o zC#R=7vujeLHIb*tDwXl)E3SMAwywFSknI|mc6P+7EzE>&u_?zsB?OvF>$!gG{rhXl zY_jR*=Msz&c501zV;XC{scx3lsoClAdJLaWo7Y-oWp}a|3a>8VH*e(AMqQK}s6^NS zaP{8Yp;JNNDTE9KFu1VBBV%u9+R@qK2M{mpczOK)H zy#9Q~UTms~@mN5t0s;c{c_){zqm2ODH~IDHNv!&-$d2-mBuuP^uB2Ny(on4ZU<+1- z4|2V|Aj2|>hqJ_a?piuw8!~t=na=ujy}h}HO+7UNSd=QL028p+I3Hp6E{;G*o%RK9 z9`X=Pz8m`av-HczNPA`7skZuEK#>) zgGgwqL1|;|xf#Hbo~Fzsl!`F!{E2JR zf}TH*hDg(e1U1za{^(bG`%9n|&1u)!(R#bmwM^Z84X+xL&tE4x1Cr-kSCAEeCDB2| zh!kQG$<1u8Rt1dZe%42!hVugw5+JmWp!@IxPx{7@GChbB)g zYkU0Q%ET7^C;$BY)5pUzcTyINl|gE?a(BR0K%3f^w^ zs7=sRMHIPbiHVCB91$*v)}u>3wBG#!$G`jDu+vlg(DsGzryjKrhO;<*eK5_Sf~DTe z^JZ7j;VZ|zl=59BbF?>;`=WTzU(#!SM=NL%|Mjby_Up^XAZBEuHs))4)d1HY$(}== z{RO1)`0>V@H*S2ZOs9VAwYrkh)3C5G6#1Sm1-Vbpui9?t1tL#PO&w{SpQ~^5dGh4N zq&6~scP3w|<8$>;5)K1l4%AWcAn`rNQeW{F= zUdZaC7oXYJgOgKJ2>DAr%{iF>!Qm+6anLt3USEDe3I>jUB-KT7-^7&o{SyKof5_fH z_0Qk;?rQse;Nw2(_r(*_2Wf7dKb*aCYcAGH4}!;w(Yu&Yl4tD+P))oLE?yCRG^!8{ ztC9Ghd3l8awV6~!NTSTP>E@4P)on#l2s&b)x_2MBjnIle;}v0#aQ#XO3JSqfjt&k+ zB~MxXc?_iXsxGAt)bIL@dM_$|8EhH9zG6cUmZE(Y59M__j!#P8LoTQql*~8G1LNy` zHii|p+xB$4xxNCyo{*zPL;2N=T73NWG79Cl;G4~F$(b(iEd3mZIf?_rT%Wj{l8X8+ ziqe^Wv7Jnro)^9?JWLYavB`hK?Mn8(fI zTWDyCtB#W29et4^{XE(1=fkjjOgG3cpu7Bon$EHJhT>TiIAAJzZHYwaE=pl1SDp5i zk9hy_V=Rh-|H1Ruz;eEKSq(9Yh-hs&a83yj``Y#E^xEsm!L|x5RlBTVY-~I=_;#L+ zzu8f+ZFqR3`f% zx@J3v8~_AKgZNWU8?=lmz!;uPhd~&5L+dTAZ`xwf#7SSf55e{Bbcl6RMLmCS^e*8GJs1G?> zn{e>UmTjCj#@8?A*y?}HY0V4!E0&WJlUt9TS~hq$ackG;$49$$L+h<2Zk_)+Gki%$ zM+aA4*UZ6MZWY(i+NwJ@H)o$k+9{OWo4;Ey-G!~vKzD!;zXk`B_Md+El`aQT0g?wh zIG=e-ZbQdc#9mFhsp>N>Z4HpLSo!c<5|0=X($doC2Cbpkt=lCajRo`+^7hQ^Y;CTi zb>5$ky98zzg!zy*ev}QyR}E$fyqF0PT5m?8GhBMrFl7qh2nj^Wzw8q5!&mLW?{BWt z9=;s9c=6(2KYqLbvAKEcR!_aIdwMU#s=sN`>?-kckQ9`lTA-$~Gcuk;oh?u42oN2q zII()o8gE7j-(Mp;c7>EeA$yQzV0JDvx+*76-q^Qq9~oUD?xLnip{D?iJr3eMJ9rIA zb7QS3`kunJJrPfzZY2^4!Ups&l~CK;w^u%(KT;PNso6hk)0Tq#%+ARv!+YtoT)4!8 zkzd}j8jm1*Px#bJpE*;p|B*=8y&c@K&f^0hPr)Ra_gQP3~g&kI?17$N-; zf(0&-ghF}_3ZF8l5x~uUd;4+Cb(zaIFvLU1G{Fa*hKdh>JnZjH$?bFX0h0odF0HRu zB~&uYx|8U%wmmhHnwb{0!{y>h=ti6XtAP9!iKILNa%c(-%%mkZt1SKP+qY@p*pQp# zfrNcRLPCI(aq)*wojz@fTvsT+$6axSJrysm19uqq@7l5@976_>Ck5i}3obYM6}gVz;kO>4`h$7n z!HlfDyo$I06%&(KqHu~1f94fP|7F`z^`P8f6GV6bFtsJ|xmE8&OO~&#Amm_&3xSD5-#|f5FvmAVR3oBx11h%;wLrb*S^JJwZynv?gR=aZ zjLgi0(Gj$oo&dp*#5$P+NN=Fy>etg2EmWr!h-SHZvffp6QbMDGouoqC zreYwa#usrcY6n|LI{)rgdz=_q$`eQQR_*$#9-ND@9huW>9xU zbHl-Qdv)ihd`XW-R(!T5vK0W2NpiQ#@2fHnOa`93cw?H7ArKj9Jp?=aT$S@%%B#ee z+x>L;^CmHc%vAFx0V2JD8l^e!J^Ifwrd{XyT>_t(bG;%ugPqSQjKwFu#Y#FP6C_+4 znScsTa6Z~VeEJ{P2B_-+z!G%x?D=ye>n~7Jesy$2qH*$-d>-;^No#BCz$>!QJi@Ng zkVx>8hA3BJ?T&^E5kUZ)E0fQ^yC@JaiZSX1QG3*My8HcczL&32!gV}k47+S+(R^vL5Z4SN%QCCX6@;*e)ft+ zQq&67NwK}Z^U!fOH@CXX%2yW2^{`1I+_vgON#v+wUSANo~%_t7I& zs7qL+;@$n3t#yQpRTpjc3KVq~kgZQ!DhA3{YE3VAi&Ky-dj7Ur@Q+``-a-td;U-fM z_HjrHIIt0!>v|kHTcD@G+xH8|_I9=Oyj0mT($z#JMIUt5M%71@WDvc#d~|>F0(iXITex`c7C_O~&71d;5K&J( zX;AXC5;(oRrzaMPyYU7c>fY0*c~`OwBC8${CI%>@={``G5C9}bz@ZUT1G`zvU_Vmb z=*3*rb_rUf8N0VV5VS!TD`)tu4+pCxR?g+%kW65nSnZq)(AYGqcBue;Qm(YL0-*&a zfM@=i^q>4OILOWF&c7oKYBkA4=g*(7V|peiB`H}6enBrsgL{D1=Cg6}xwi+`qB8!P z^2vw37L66}6@fxVFY2U(3Rrc0gBXh>X<-x2M;fU_u0{6YWOZ&EF7`fP`uX`GLe#SD z`eTvQx)5Mwc?(#!#G_+O#BeW0G9V510_ICLq=+_rfgjQA!VW?p80D`KhGVM^Qa8Gf^t}oAe zSdK(YRC3YTk!n(Y$dDkv8UYgwjgErb-kTfx+IkL<^H+a=0zwt|_Di<>92R?DOP`vY z#T>(0w6viE)C3Ay6A_bC9wHV2e?NQrGy=n6ghG=bE8S_4I|D!ZtmC$!4AOJ7(ky^%;hzs@km#t zNpp7kr7wXo5WW(0@-(ojK_)6l#Ul}4j~GC`QsV2|(yLL@*;V7}{2yuTv(7$pC_1Pj6Cz3KlIRY1n73O-3sv5-m#ts7M8` zOVo}-zKPZ?a05{aL=(hV@Y1sMm@L#%5UUteK2Ejdqoh4we6b2*KzncRwC{jz++3En zCCWQ#mqO`|g0jQP&#w$HNT>!ubKrcP(+yjbp07$=gf8jO7{d5b2e5o1>-+qbvk8$BZw^*A$iL8RxDe1rQxt?6j@=!gJ zM^8#fq>k+*f0Z-h*uu==toNepAL#@!J&@P;n*TdLX~E2MH*wQ`iBD+E?cKX~^{Q2q zXX`(G`Xr~KqOwR;<+7HR769sxE}o%y$i8T-OG!zUD9*!nfw+-D)%O>7ciXG#S+EPP z2vXhOzdxM)ROHTs2g)ct#5n>m@`lJQlu*jaQ>R$j*rZ}&VjglWyLq3o<|Z=_4-snI zCucytT??k2wZG(Qc_?q=u(Y@2H~ki0csw5Ks}~}eDp<`!2GLlsa{|vF>=LX~lofr6 z*(_~to_#oQp2u&XL@3j{^HWFs`3`faB9 z*N<+OSAjfLyf%~H+7}1x6+q-76MZ_kmO!gVB15876c_LtH4-1T)h2E z9v&rV&Cg&k7~s8s_pSm^2pTd6a95<|V3|L8>0#>*#39%~FLZJ0WPw@%JD604of4RZ z_#L(P#4XY?Mo+MYsA-VfeoY0EbdL@evE?{AImP01w4zRFRaI4eQy<^IH~RE=FCiJD zM_M4;qaP$sLqj8^Gmld^jWrklkWq=}Hsh$9uPuyqY@GG#@8xO+Z8LL^iiT;8CM zt7Xf4PkOyhHBzT?q%_UwV5=^MSEIl!Psh2RpWtgWx90&8?Mh8AUA#zaFLgjq(1iA{ z+j;OPoB%|qyr8c?Jj&tYM0h$u=n&5yZP}CL4s!vb$Cv*y$ z)O?y6)c<(@322)}hFJ_o1r2S|h()VW6?rM~>U*d≥2AO|&^dGA0ELUV$?u>+2bu zy7m&vSvQC1DIOkf&zQOV{`Mx)wj`a9$;ruXlFct(j6gFj3?2rN{wIGCC{y@iki7kz z#`wFy_D1bqw2m>yH_1}f$#X)4QqeMltfV9%!R_GK zVy;sx`}dy!_ELnDfuLHxp3cZR4~2xRb_fQ|*|v(fJc4x58c+qPQU!#?5iR<~4NA5W zPLQCHu8?Wb{4_W?5#e0Bi=(tS&H{P@bS95bSV^r(Q6SWBD_;%-_HXp{jhEvJP@ zlDMp}T&~b=;G6Lo9(;E^JqrYO(Pg&3UgBHQm5&cw?GHC6z1D5JpHwj0_!>P1`Uk35 zQETC&alx2P3R~jH#7G0J+AL7mwxrRmzmY#2gp~ZU#i^Gwz?%FCbiFpRA55N)m{j6a zxdX-`A{fJANF(pV5)X{>M>02nu2A{fs{L+r3NF4S!)F(2_ou{uWE%-1qi7`5`#^_H zbg$A>qvhV9p^$MzkeT@-NQ%VClP4dJ2S9luZ$g{4Za@vV^I@A_mLX8~eIl;ZfQZQw z^9)i)$taB_ALM89PmD;qu{hcZ^3bt}pQa-#*nQ5C{0aTkm(A&ba3(Omv;jk>W}c>KuN5Oa;Xy1LzX3Z45vR_A?8oMw~z+@#^V+S=M^ ztXr9Rqz3ABBNQH_rSS#mL(n=%3{6(Q&IF7F=C6Q3611Ebze=&`RtOjayZeIkeuNxr z)@a}N_5ACstmdI3dQa+G-(e!Zi%jrpRTgbNUiju*;NiWJv2rht=YN@=XnVvY3AU?@ zFiPm>;^Km!?~h0moB92&Nyl(*W|Hv3r>u%*jd6h6R9XuujUdwinnT+GQYN!ikaewd z^It~J&kni^1q;G*r3@iicRX8>EL9}V1n~fAW-v}=A}k3tOF@9x&aD#<$lD8QlOd#n zo*7Z9U@Q=L_2u}96HEr>Y&n%E7U}2TEe9!zMc1ot45pV)aB85bn9_Vdd4Z1V66URK z4!e}oc(c9rj5Je>TFM0{XbEPQqKF)h1yDu0gp)%dmYafLJ7nxeA$kn)q0AO%szoz3 zht_I};Y`D;7RIK*H%NS=-BBSWkWnym0<+hzU8_mbEuc#xK&fyt<;F%3C%9iQ@V1sw zy9jk8F1B;$>cFDSd@eSVPRbN+3&H!6?)tUw-@m)m;t1kE+-Cu26+zFpLdZa`n|S*s zvmZXqOR7R*PDkw{;mo}9NkpsrylBxd0H)8Nb8}4K#~74D%-FT{yT#(6;=JQZ&Z>lp zWdmbbx^cAx(u-XYac7{Deu9{UGKjejV4w&|O9?F?Ez=}W6Htb}Mo=V{cLzbc_n~S^Dj>f=(M^L?MmK(_ z6iswLUPJsb42qPL7olgEq%L&fE1*dexvMeIxouo;er`4!%a#OJo4wfK!(X|66G{8` z_)(8#ht*)iO>>`jLr0H8w^LmpmkYc)v0fB?X9Yz?>vhQ-NSw0ayNEhUcyZFlJ?6n(t&{XD@9;q7*VPFks!c@23yH790#{uhk%|YGJ}+ zVq_$E1fW$OX$OUq`Q1UHMGlLybPe)iNGP3e$QlKGW0$nE^v|I$jb|?1{60Xv(UO0< z*s2eK0+J8QQN9Vh(u4wmI)uYpNqV+D=$8^}Do{h`WZ7+EU>NPc|L4yie^KWQ=5vA3 zsJd||x0xb>nGfoQ6>=CMXq63oEqha0W+CX78F2NIP;iq&=a~9>RBtR+;W#63$|nCWR8AJ8*^ z#YJG&ZFW=@5kjoOdF`J=NNWV3hZx4z(+gj;51Prp`C9@JE&qr?l$7WoQD>DyhYmI7 z*e8LGaj-fkB?i9TcXrmR23bBwzZGp>-PocbyS%{Tw32m9rl%j$r5wpXD%8|Df)WWK zEX5d0>M=p^xVvvdypJOwlzb{JJ$vWQ9dz(tt%<#G;R2(9dxs!dn#9is>eh{hcFJ;f zpV<@+EFbj5T|ua21xkkpG9XZbsoG9K7_*%IDAQd&_y&Byz@8&&@ECsI4j2rt>95yj z!{_qLNv;VLbJc*IZhgWVbPq3yYfx@_Qr28fhSbFlwVpJ?8JznL5rqH_0=wD#sUCKc zWQnJPkriB<2;eOaZR?u0k_bM}Qo{T=cI=#PRc6+Wv>^uUZ3+j zX+<11X3jUKg2rwYog_MA z#}}tX9r{v=;%5;?5vn?l9|or2me5SbG z@kpM1&u!1y`Q)_dr}C1=eEa7)f&;u5n6`-t2X0*RdJV|#frFPm@5BO=0lhG3Op8Gn zzYGoCgZ^|ERxz=$k(fr-s&P68jK`0hX|G@L4@%zBPL}CEyT{SAk(8yX}Ze11NE@f0zQafRMBDMlZ@Ywv|Mojz= zB{Rm{e?2*!reCz4IR0TGd4@hayb=*byWO>ju#QXok6k*G3~g8oEPM7Gg}U|x?kubj zv`H_n3nronSdlT9Cjrq!K}T}xhQ&b%4RumCw33<|~L%jpJ zBPeQ$SvEKxdXW)Q8yrrMutXz(_e_9Mh*kDdd2mo$(>CXkuD!4kpOTR1foKcC=sCYj zP95ad#c`ZVCKHqk|6ubnXTdF|xk`EV=IaA$>@8GPeDV z%3uqXXeroE{63HV8X1>bfJ-Jxg0vwRjern#V}xMxc|g=fIE&6f9(Q=ydOfqn=`4)= zckkb?Aq)shhjh^~uhsgGM149*a=&bW)r|0YQolrJXlyutcGY~Ryr_mAzt*|D_@^NX zbYg4PzE<6+_omw*qBB=LGklwkHZYzdmKML^7di+PMsKby!(5UUBwH-@Qu*W-JR7Qbabb1uG%F zs*XwSnZGLEz%YN_b0^n0VI5MkJGp&bAwQ;+0d{9vd<8k zpRp$XT2jU3Gp?{Ha^JqmUjg1mA1duB9QWb3~nos<}Z4TLXNmzd}rWdR3N!;>AO~49rq1DS`V!eta&`6+a@#r*sFOwvlEc%{Q0Fj$hY-J z`L%N%;_tS(el9%zf(C{ZbXKAGg*|@!*d=5TB=pjQfcEU}4BpFEuI$aF>VqrpK*&&1 zsxfb+dsra8(7E_@OzIz&U5871j`%Uy+1c-j zBBw%Od%OwWWb!JE`JexkC7eys16_Z}wTKcwAxb4kwBqD zNqA6&(*N+Mn<9RQboeCO2L=+s&`na>|Lt%$$O~1lzrd6<0$V>i!WN)P^mTL zJHyYOuEoE{EApJ}C5d8Yu=CbJw+7qXHedROaoKhZs&UngRa=P41c)vL!!`CCd`_{H zkhrDe*uD({lg?k^jxe_IWhWR5G9vvVl}$FVWTP!73GXLqOEa?8yT%c-Sa)@lX`#m= zvJ(p$2Elh|{ES-oz^{haWA-sP-_T@CLWcYYx0k+)F(cWp2ZwI#DxVQ79HZ09Iz$9+H9bpl==kcnSC2 zXyxhM#0o&14&at9s=W*IHO}m_vE>~o?+fIohIGxwhr7is%-3w#pz7e@ke?_HBPzt8 zhBUaASQr@@=RZ(Gd=C+Q0Wbv2q5Q6oU2eYyr|$#s8v6Y^*>rqlB#oh93wG^)S)0VaYw$BTP0dR`eX0OnBX-1POP7AD9NoWve>&_^Z`sKQkG@#BYE>nw^i~?0 z?gdYl^2xGbQBB-v9n&@9(MPL;Q4+>BZ*XK%&XF=nvr5=?Dvjhd(A*wKbWqXr_m?i* zQ}Vt-wlK2s0et_g7nm{0@UF;?0F9)Njv~(_iL6vbN=@;B5Ehu*N%tF=CI<0(IMs!E zPZajW@%z{y8p_V1m(B+T3wY>dp{d>mINNdQ=PzuCcV4k*`)V2Jc35ik+SD))y`3uk z{I4uYr@emlrhwNAYwy2GDbTN1ue01sRkOD;w;XpE+=C?egYyPCo5$PtnkxtCITrp* z@lf1fxX>N>*FWiRvENGDLN+|X&?rs(JH#~gP7^x~@w#~@b7RX9>V7El&;K%;{4Ljf z)LbcVByoS|UU6~pUd@HIz(SDkU8G=?;qbG^_U^|u-?@KZNlz~{yp$ZBvQ^$^)s`H) zeg!$X$Kj>N_Fh=^*D4C6CB=rk{@XwK$AzysT1k)~mWjHqDcJ^2IeLtoAH5*(b9(L7 zt7-o0IUyUG$m{=B8|Ys(lm10(=*mK__1MR}u%M-6WNd9%SuTu^|FD#baLy z&-n{b5mv8WjRehd^1nOr|4CTPxQ`8pirt;6n4Yk=Zn`LWeDU-B$Bx~pC~2ptA7l9~ zr@>DrSD|8}x-=of85A8^{@Tz z$^5ISi-^!F755>8`alm7N<`JkP@b3RCw~(v8&%KGHb8s?OQmV(P`{OYagHH zEPD)*8XdEyobL7vle_>y*G%|LJIi|83DH$p5V#|DOzQc;WFl zI#?98FiXn;q2kqoyk(1Rvu(XGjM&7~Tw6(`RM2XkJ_Xb$b4T+UKR|f*ClCttkboXxgx}pm~Hd)7% zFO-C%VTE_4R;^lvs{ELd=2qoTCk($LEFc59!(V>$L{-Ne8F+nyc(n3ohR#YJkkBL0 z31rs0b&$%SAxV+V0pAWR%-EjQ@$1byzXTCuJ6K5o$8K2a8I6%gei#sp1egD%%$F5sQz87w0K1gjaZm4LNY|s`f3!H=h*f}mIVlg)V6hYbOftdIf^hi ziUeDqp{`SpU!zX#qfP-F!;>!CUmlB))3en}PfxcJ4vONGm6l%H>Mn+E5Zc_X~RpEpq=z@bmGJ?%5B6t4EJQawhu&Yk?8*q1;>%v_TbhsOOjd@yFq5NJtWX z85dr7@qXc51)?gHcdiN9_Z+|X^4cs}1uq)eDuxDxF}N0pe>s@GXmMdc$5%B8x-u zlLS6a{l}xQv9X!dI-QGB1lq2Ft}kn_IS_ zp+TjHI(8>xDm?C7yS6y1*&?p3@TAtwg(3aNT>JOza%jbN>356+)DQ9=y5n4Q?CP@W zgLjUQUldA9|7^K(dG%iEUn&1GYyZQM?i`VRr@T;YFa2b@LB9f-`k#LhwQ(VM|NC_! zZsS`%>~VwYxkh&z^}`++3&GevJQ@FRvA4Y5DK%t*xyf>O0uHh0iIz)DOAyTC!qc-b zxdw)Yn)K9VxbfxjCCn(azwB}n9xmB}4;P|ElMYK3NoP6sgDU#^`rgy}7cTJW6;j9w zgt`(3FR!`0!ona-zbNFXgb)+2JKLj5<`pa*b0r>Ccf4^It<&ZS+L-oi<}r7BB_e1)92u2o>|iFz&T z2Z{MpCd493yshvwaY$2fCPhzttJZn1vw(m&Y=0{09o3+xuGNhX4YvdS1q zzs0F1CMy1JeaAv}F}I~s#G_A#97OQN#=`QrsXs$_z4ZH)@hh<#Tyf9F$2J!R;@}M@ z^3|Hw5bW{*Gtk^drTmmaAC}~O(eCqe)WyffMxJXy_Hv*ou58s+PzZx;r2hP`1mt%3 z=D}-3eS-f{KuZA|J5!4z2Jqwr3!c+|!5AE^2W3(P*h2>nMM%@VkpUK7?|wXHR8~NQpg9{ zP~HD29`jIBo%+-3soT5Jjv+fsYyT`A4P*X zH`s33yxFFVzrL&7eeM;RzUMoa7cG47%vQC?d)VQJ##Ium4LWWGxHMru@`w@j@u3~_*Bc!k}s?|p`^^3GSntEDBbZaao<2d$7*gv3KS zW80^<(f?4iv&*PGM18kB8=qcSXy{Rk%%+~h2RC)bEL_WfKe7A+0Nr*ThTrVo#2m8Y zkxU|-NM4L2Fi>uihzH@yaq3Aa&Uao3A3dFFSk3@RR_fMyqp!*5r}|!%E9vTTOOm`Z z*XcfYnxCJ43S+2un?wD4{yJcX>V=#w34KsisJJgNLOhpl~G*cOn?LQgrVvS*_l zmd#5VcvjkNggJ>Bi}F1H8LC3lGVdkvQ9*t~uSlqW4&K)u=-O#}XsDm77z=7rR#eqD zUaxxX?7LfQ!{3t-GJCj~{Tl7AUA4qNH7IWNYo%@&#b)KYb?ahd;^bZG9fYO!Rc9MLz!OA8E1foJ?Lz8%a{?wGyY`3gC*>KBwW;vzqGPCfr=TD6q z=B}^S$gm6*x=(785yLW-rJ}zJmt;e1v_(g}7xu3d#+dkcY4S)A^57WqES7@l=0T2g z$Vc&SyH0}qbdVc#pDA)TLW9Krkp3<7s+c9S+kG?{B~dQPLWSW{-vIB`Te5JXyI4k% z=YnEMLM4YL0QKWX2{b+lj0BEL5!MMPDJxTkIZ=e+5x#1#P^VA+WA7*uQAy{pI{h-{ z@WRxiK*AQUe=LvFf6n!vRnV7Ay*8?SML{BZ6%+k?4|Y(l6xX!Z9QfBdFKeh_z?FzJ|8g zF^ZRm9ZBKzl91oX6Egl{I+Qea%#KaHwtaE$XlzPKWe-(fq)_^oM{Sg-fdAD7TW?VJ zNjGkXu1gAnNmg@kh4{qPW!(!`+;;~TL>@kZ4g*1p=+mpd>b<;eA;LW(aXDQNj||8m zr$N&%`>UQ)G|0zb4~|3}cf)LzA-qt+j^?~!9N2_#egXTI#zK*$glfM)#G_Z;gQig) z(Y^lduC6Pt+>b#zhpqWN)lrW~zXj1O;JocE-mdYOkfYmNEst`C2F9ek##9GX6|}sv zqii;`4$^#oVi;N!>p<~%brge+2-BS?mld15c&~SXA$6AX{=RsuU8ke2g5gBE&0B?g zii;>;mLV*$slBxah3o6TT4Wy8Bm|j!wJz8qjLld#t~8qd(vLNg!sp5U=H>Ylx8yG% zxqMx_Y`aD~c^C}o_F*#%c^U&z?`xk>DDn|6UL51M<-a>f%WW9O-!5OcTdqu%-{;X{ zppL?BmSkz0?w7tLKQ2cnC(EHL{-f#E`M?YdqpWv7lG|f$!F@uq{0LTz{CdxKJ%=eC zEbY=ZY=>AYQ)gFfOEYW5uo%%S^SOhyu;26DCN3BJF#MqDYdRgNFpS-3W?E!;EHI6O zYw$+ww0MEmfa11o+rT&~uwxp0AZEjMKM zJesO_XoA73-sOuI5#s}R(9_a(viN1n{}K|#SdzmELCVOpF}7{rZu0y48!rv9ZGSSF zEXd|{@&qxm9ThDJT5-2rM9p>`Log&PO|ts}{S<~Loz!cgRBS%C_x@tsKNglEBxSLQ z?@QLv3#T>w8{5h(m`#AinpKi8IHLC=0B@d+XH|?OTNybA$`gle7WE(7voZO@wlCD& zsbT$6kR1K6=2kWNJ=n1h2cnnF$5nOp*z6B0TC-zk&<_JZYx{3kJQ*CmFCuO=JV?mM zuIbjT<;$)gtF5nR-?_GAaGV_pDf=uM0do|YTjSEgc6#*pktIfPH)c@<4F;OrI=4W$G~+t z%(xY>EqNwI`6q=3!AUn0FF0QFU6Knrl8mU zd+|o()#igZ3Jn?o#GgQHhfsZgv{QG086%F(vkU$uujEnJ*AM6HDDaBdWtl6FA_`}y zx`XdBt+J6ftB7YYLj3tML|**-xy5&--C?@_XY7(3<|KsNxH@a$AhJ~%j}$Pn+P5$|8UGvmlhb>{ z2b@~+{#8y185$`;0&J+iB9TUunKdOe8G(R)sU%i&H@54VMmutpU zLey-xI~a!$W>fV)8f4f0!|S{B!Tl#+&y|44g*8B~PfD@cm&Y5X#GQ)Qiz$hY!lX z;Br2al3}{`mE$RQgFeXk$FZQz9p8o9ExYSy^>KzM$Fg20k=CQDF51J5+YqB&A&+^v9)>X|ep?GZhj}_rG zXXk>(IKg|ZY1EY`{gw`rdZ>2eP{VffhRjo5O260@9Bs1_`>q)L+cYYR;4Eo-iT+%{ zg=tI;)tH)7m^E*09htY93;7U(KkF_3dk`)#X_W;kcakQlo*iEy<$$5j?=M~xS^S@o zF7Ll}yZ+CF>BZE!_4q&0xwjkIQcfm8QGkY6-1g^F+aEQ0DpuKO0JQ;ME@C0I@_Ib~ zl~fkEkY6xQf0woXbNQW`fb{m)D%Zv)MXO#=_^EE`T;t9+vors$bxz>xg1V%m%HIPs zF!z9EkPSR!=&((XyI?4_$E#=S?%l0D{bNF7#s&HXYiXnu{e3JnV+}O6=NDvFYN|`9 z#4!Mfu)PpCw*S`s$EEGUy#zLq>BD~lKuKaPqE)OyE;2&!_>jUgrfH;dBWeR8`R1_SG;8IVnwye4f`@Zu zH(QI751`9Jp(KCH`aHYUf4o~sTz%a8cS!lAmIHUPLU8gv1P3^ZS@{pqlCGyOED|kL zP785&@{B8Lewk)GG`>oGj+XfCR=;&}2w7RP_-R~1oAUiS{n>AeH zn8*F%O}X6W7GKL2yjD`Fy`m45%PU7U6PV{sfRhqUP*c$g$onW-N(<8STR<#an z>w2kUo2N1B@b^59#?>kGHf*C=RI3f{Za8g9U1Z4~tqRQzd73YF_Z#3%)=dW#j zsG7T8Y4^(37CXIwk``7|+vPZG|M)a|PD)iCj9FD0Aur;x*)$u>y?hK-H`!&c;=8RY_+sJ5&ikni@O}2C-1@=kD8_p`dOa8gAMSp zVPVI8we9?BmrqBUw~+sI>o88#L+^kqX|C(ld7Q)Sz&viPvo zl~|1uT2#%=6M%=e6FmT^-#9LcdMrxCKJ2yZTRKSUZ(&#i2yXz~<8z%F`8}j}knHA)!xnOxbF2%b=HM1|QQh0D07d zob+05GO!fNMj^gU^q)ZaiH)1-fMDK5SEKiJp1a+?_Sr#qB1%yx#*l2OSrek;&|~aL z{TSuakF9UlNBlFE4`@!rLm*7d%=q{h4u143OS16e#zqaHpfA-v2bh^}4O*UE(92Cz zKT|VdTDKeZfb^bJea$@eGxU$A%by%a>xGet34Av&c>T8xwh&0Zesgz3A3^V*g+g*~z@#^90QMim*2@8e?k-aS)QH zHk6b|VUPY92-{WI;}U;=K}@E`GPcs!#Eu4@ivoy_hCjtWa6umrH7B_FuZbAjyb%6@ z-2cA3o?lNgImN^8`I5M{@Bd#w(zw|Fyilhfj$5+F36qA+4V*6Oisb$%jb8t(?Jldv z)=SnSN1A$el0SQ}Y@m9W;`%A+1&H=n`Gh>3zg|>&Cf# z^{1rn$#^II{KmbdFKLurZrkC`ell@;s&Ldj$H^uLUtLFaTS;5&W3(K#o2HviYfTY% z$&tI+I8^ELyT3)k(tt)C7yxDAM&r^4J9&aok@! zpWdJAeO>E1*SXGhuDJI)cT8qYUsJu=psCu*GP-I(w4?pu9a+}LCk+sfAF^AzZG89g zsY|zQ*^WudA@{HpAMJpv4u-$o|AS`shRoY%FlF_w%WerXZAWyEdGFon*6i&%3ioHt zx~6S8zG|>iyYnUsj(q>Sb?$d<+0}aVDX)Qhj~;*W`t+U`av!!=4WHFz+u2^etNXtk z<5)Lnl2+5SCGJ@tx(@tH?HMXB`j05=e>{ZwUM+j8{Yw|Ee0fp9<4oHF>T|Z4U(+ty zto^Ya^%S_kf7e&?M4XGR%_X%ysCcgV|+b#H&aFl=Zm^PVlnz4>o2 zXK~z%sDE(Ik$-W{$BBP&j%VXmp*QH&<$v)C5t-5*G%kz@*52}U)$=B&1y0Y?|DNZM zfzoY9KB&w8({I|?qOny^>lT=ru3xGZ^5-v~UU&-7IY29TTj=Si4Z35smHSWYd#aaW zdgx!&Dv|V*XUz|6I9fYx*^hzZrApGp=N&EjsWa^_5Cs;O{NFP&@fZG^V(I^#B&=K5 zTB3j1_3{+Un$>gTHO{^MaJ^_k+7;~y6MV}H?%bVwf4NrI0smZ~3&pz#RGp-5wd-Qh zSF7hAOqTF}3+jiC-S*S&b;zbjqm8N$>`p$>IrUFM5nJ_7(zHE-zqj;x{hp>R<;|B} z8r=fjUX(u@Vc;|BQ25y^lj8ngsl+$&Wh9w!xz@+LPqi`WdFaKLYTt&h8JFjLh%qg? zKcwZ(tZ~~!I!To4DK{+X?#V61(ICL{DJd2(wg@zjP}ry$z2@NlL%kQ-I~nQ1oi2#J zd%*4QX7#*$Yk};8Ax%DJvA0aChE$2FJE(gE& zRPeoU{fD;O#|b45sP^P<|F;a-O#VK%H_k3psstzBTGcfSYua(wi|N5n-u&I7vF1uf z(O(B9F|mNQBVi-pynF0Fa?}t0f7-R$2}GUuQinPn|9Gw#iR=mOu;|r3V5elX_p4|N zp|q0n^ZtbFJYdO>tECEQ{10kZdY4{`ci_=bs=5Hx6*-0Qh7rB1n`oT4^1ajF<0Wxu z)pB9$#DDnf+N7A)KL4=S_tt!L*8D|B$I@;~HU{A?ki;^qesy)O_@AGT{_}S=cg44$ z$hiQu^lZys7MtNyS6rbV>H)C1z{O+jMHkBnKevoCf3kL!Zgun0=1cB>;g6&r)hr5g z5@7%&noQ8ln|J?v_ejE~u-7BbojbSStJcX` z!g>#((HO0NHr79wDdc8P@dd003|Ln#$kt;I9vOX23=bx#i$Cvh=AYu~f2nEK{aZx* zpM{<|DrO_)|D}xbZ}$7~k38tVE03}Udy5Z-clduxMsxc87%BhnO&GE}ro(0xFxUV7 z2mceC`JaiL__%#n+*fUqv3#R>B6FSQZrgRzxo`Ug-fE-bdr-6MKxdU%{D+$fnqH;O z9do4}bj3nkS(Fyn?PL1Z`?{TL8r)|080Z+PsUUvzo!S5S8J+kK>xTXF84k_=yYz(% zLhqOIq}564JzS3dN7r!oZ_;+|zoZRdroaFEccye!AH(B6|1=&rotU=#W3}dj^dW9F zP4*v;yuE7Gv_3<4DZ`XdB-(%sC2CKVTv5Z?0EM$EIv;bjLQ8v3DMws85F_qSe=O&9z(q z!gqx-I!m9DO2-CDb(&)xeots8EHAHmKvgvYJB9x!JWiC9FPb|yX#M*2IAf0oY{>kV zNcdk#+y9YXcy7)g*$&0hKeg`5h0mT1y1xfNy*c+|7m4O}0FPmx?2+%CHDd!6=LQ4> z?AfjL;Lg*cqQL_O7!d~r1P!xo+jwC3uhAA?LPFj^?E-92wGC=@b%`h$j0P(=F<^H`G@p zCXN!brGyv<^{tTPH&*!S3LoT%#G5GYN`4>H#6j%BwKC<#H?4IGX)f+ke4($y=S`jH z=X>_-ne5q>Jr1q?cz;dkz(Sp*=CxP#I%~Q7IyY|3t8?3bT$@T!5G%ij^5b8Hi8~&V zOPgRV3~L?<;^t>)^I|%IpAgcLw*6f3n)Yc6T$+)aIaZEd*#lF{BD!y4kso}a$CxP< zkCJE-pEj^Ax$q6Gu>ucYpn?t~@$9 z(q3Pu@z*?|=Je9byg9$7bN%+%xVR#kGI^*0Lj6K*{jIGTq#<|z93j?HPyfA4n8=7; zC~myJx*4ooE>#Uq+FiIozST}NZelslh%P6O-`T3iUU`UDOV$0$j<)K;%qFs`^Nk}$ zg;#!+H)HMPLPxQ%G`JLb^3oBL^EHdp&A)#Q9XLq(f%1$FEzI6Ps`0`=SqdYZR;_xB zENi^z!4bFkg{$x6gaBY|TJ@11Fj+z@MwRnuzt0m&>H>wzCN?&Vi(^9IzDcTJ+OX-tTa~XT5&W!?pDWwNEL-4;(mEaAXim)u6e&@0+Lo(i$^njQ75} zr@HxLYr~7)Iy+G1P5E*@<`-7mjz|K6_UxJGoo?rCWN;$dy5dixU`@s4hhj1s;mP>d z8xO8Yt6qrT!e#TQLcgA$Z)OCPE&T)cgQA=b7c9ajce*fbKQLW=UZ=UviSa(V?q%OI7W=vHX~QyEg>NTOA1rU zD>0$tKgRG31rvYzi5+rh7DgwStBf9t3Gk^5HGWBk4IfHxxdS?Ihc?TCI*4AZX&(A$U`z7x(!Dc>)@6g)bHc7PeN0c&4v*eBc}39V-2 ztYXX$+qN1%NXoUdVYB%citp_Rh4A)m5Sh@az5mhYq(h{qwxw(9xsagBs4dztMTr?b(eR`e4&Z zHP3AC-nr9eZSc{f(YQ71vyBz+ybRi9B<t)GWL zV!^z5oti!f0iyfQ<0YTGTKD=p8$e`L2?=vqV{)c>T-`Z=Jzu`ph?ur+T>`HK z2{icB{8xKQoBK*y&G7>`MEWA_mATTYn1o7fSaErZE@t7O$yy(T^s0 zyEeMLVUFJe1TR8TkKN|X1HbN1DF1Xm=E6h4JBtx8Iyy_);^c_p*9wU^<~~!t)p>i5 z@-FT>t8rK-mvnYRJvUD5boFb7I1xG|HbQw<(--sktZw7V(~*{CkE<%@-%GoA z^z^^k(CJR)F)Y!GtLq}&EB9KRBYP8t4YZeV6A>i6C#2ijuaNj%1qzj-@v0nu;pwwy z4oW^YuUvoL%Mscw*SZhE_b%YAZO@+$TblaJSyLqkG~X_Jq`!}k&p4A+f$VK0D0An{ zv+XxiW_YMNYa&YX#xX|A#d)fv-Io*r$vAZ zBbGnFs;Mg2sCNg4L|0C)5tt@u|9vuL`@+`3pP`1nPf3b3$V(vZ z4^)&)9fZlgPvybThMQ>4bYd3woI>`l*sfK<%9q>%E1J`1H;%7lIg}Y*Fh=y)PQ-*+ zJfdQc9!`t5eK?#G+Vtyeg^REkA=PT%ci_NWtUbqIPP9q|zvb9OnVpmSDz!URS@Ir} zCh-V8M60g`(l+t4&{RGp!SHFLif|x%kvobAeWd5oLrt8rYu1RJdSMG?E&Te`w=3dydBhe|}^BZ(Jn; zz%=6udb-4geoo%>WyAUN=SMMa%P|$#&KzM~{p;KFM}E6^YY=V&koWqO_+lXAXvaW5 z%;#2CnQ>&r+EudolJ|yce59}B)JXcL?Hbsi6Thc(yD0H9D-*x5@ik~e2oNm^J~m_A zLhI`PGy%u`*LwVUnZx7e?xv;cXgEEKYI=dVs@J#n%y9TF+UW znNJcdY;8-&H@(tb;O3T=fVW&}M)RMH0LpOPOPZT%1AxMPb##iazS}d@pFUder;Yd4 zy4zyEcFPPOi>+2%p*dLg1;A_gs9uaiN#{}e=a`L>(Y9^Z5?J-pqxPpXupv-f+Dlf( zAA`g0IDWLt81KFGQG1==VGro9s&IOKzq~c(?d?76H7(=nCazm#^VmsAuK&e$3x7IChE5_lLug=<>_&stG9!$0rr+f-N zI+faQ-h97WbMf}?$vFg>0IrcdzrA}$i+kLbULzxVvE+TTZ5AWh&%tX#eEeAgVxe@gdl2Zpzoh!w+ZW_7GpMzJR2HZ`zrv1O)%5fcEn zzQ%G<2}S7D#+sJ_Tn;_RJ+6vbjf*!wU;ehEFbwp0`F$LE{Ab^q#3}H{6#n+zyV#3s zejIgkWV^_uq{r;vHYM)Ve8uCfdUf@I(&!cbZ#Q2L`1b8vb3ySY-?7`0%RkP%A=fv5 zq_oYh&w7S-eqFkByEt_`U9bM<1(qW)UjN;aIjbZSGWz22bC5rpEczdk8SW`<7C)U@WC zZLO>7|EHaV$z}m~J!IUPTvpQ3J>MNpFg_t+vZ-lD&y@F(CTDh-M!UwCMlXz6_wjyD z%&dX}Mz}X&4%hyTrUJe;6~BJnL~9yPNsu-cS!pi`hge$TucFn_(3?tJ)4UhIzi19q zR~Kt7i=|EMlIvYD^p|blek#2oS?g5b=5p?;TV8G#6&1Bfp-^5z*PuVi%J};mk}Z~$ zr(xBN^UVhj0>l28j0o16i0WG)_chL;Y23siY7KL&C+T-mN&CNRo8h&lz zAz2txWITIzE+@~q=9_s<_b_u0tv~}F@Xe=Bei)nD(AVeZ?=O?P?l=A?N-I;y51dte zfm8`4s#@!1)PnrtvOSXB%9do6KTUqxVW~R<;>OBIOW_10FS&i^&bCtRG`BySm3s8B z<;zIETv(LqzosNz-qO;tor-3B@%rXAsTWmxP24JxC{1!1gNaz>o2(YEGCWkV@64o0 z-`u?Exnz#H`ECF~pHZVaN}Q|SPxHIAY_oZ7XutU4jR~2Zx{1pgNkal-!JfG5T?+nH zUZSd!8%`(Nr-x_SvZDsZE=^OufB!zxl;8NyNhF}MirQLxyDni5tkP0b3sJ7ur0cdl z<>{ene!=`wD_FQ(E~gI4%5r3epT2y#asR#o=zLkQ6N|GWJzYn*P%ogrWqSle!92`+ z`ds`7d1zy8oq7AoqUATgcB;PfV}YC6q)9zFMpKq9?d7Ta>l$%>XQ`%4%a-Ack`0-# zMIGF_6Dv`c6ib~Jg^L~U+KplcNYl?AuRNPw#&j@~{~el(N1S*&VqZu`lG6gCDwE}k zuD`0P8Z>n1BelMgfU#Y2*A*5O?TU#R%Iw-eI{wsjbwdwNn>~9f&uHV|ARAbUkYF_9 zjQj?FtxnsH%9-tn!dp^o)u&)^YoPDpU~<=tCrI=F4Fwjyo5%<8Em+b?VelpFU+i zf8HGlgXg77qp>619~2~|H(G(yTzF=Bw>W#;F6COaYNa&NS|Yg@u!zR0H($QUoiQ~( ztBx9+8^>$cu9lv)!MVgwMcxD*Z*1S*BS-F6ynsLEuIT8&jHT2d$FQ@r3yY8Mz-{cU z*E^FWR>`J|vhp6nc6eBrBvV!9E@Pss*RI|7`0-=i1sTmo6{YWqWxHk!u)R`LzC9Bh zcmuxLX3ZLfAY&Q4SMb7g=y{>nBo~>$QtRc*cVXypDsJ?MrKz6!;o{p!c#00o5|lWR zV%q|Me2~^CV_qcQh|5|xH?#Tky~S(L)Krq&CC%kwx1n>PS+y%cn}x^qg1NC1pd>3k zJ?J~*)Wq)6UY_PdzCBB5p^|HZ4BB|+%v)@Ub>xh-2kv?F_?>|5`o7Fez0L9GR@YUj zZ}>_^9WrjUGM0T9uzRuQ%V4uDx*kA5(=vA*?qC87crzL>EHzby-p|&YVKNgbhuC>r zrFHuBkpinO``J)%xqN2zEMwzL1TD|(vHa3t3K?(vwCP|*6HJKvsHvspRjQePe0+Oe z%D12N*69!G{0=d(WXz~`ZQ4wpGp7UHXt(UFot*OSHe8<;LT!6-%EsMG%+ktJ>c&k^ zMwLLc@9N^>vft#)$dMzh6W^7zcc=+wSfVX(Ttq0kWbU4-OsPeD(oH|S1Lt}BMeV1) z&4*OL&=Lt338!_ctLsD(dutmTsp$D~31;~lySV4SPTkgt(I&>m#tf`1E4%UP)rp{= z%@@+jSKE#qI=S+xN?pQ#ahUleJm;bl?5DZ%hA9WKhB=STV7jR z+b=M1MY)da?~%k!mQ~_lyxvRC6A;lbxO?jA)#qYkZ;~^JS!v67Uxd%r6~3vh+xKe6 z>`~)0rg*$7(Lt=a=}Twq%v$nSMYOEl`29r}+B9u!ukboB<@P_+Fm!*y#T~%~07M&m zdtcgZrM5Qb%}BNg0Ew%ZMt4>VlI_~HtE`;dvf#y@We1q;DtF|_5i`Khla+3*EdHYf zn84ApwzIpbJ_SGCHg0Zi7#zt07;ZvDIg?VgnjYIKwTryW!WKB*BP`;Gg3dX~@^LaLx^CH$2Q+L^+qPjlJs zVGCo9zRO?h+Fn&h{GNEKLLxQDSJ@8pXz^hycs%>z!;Z+eCB+`|>SJzu>B@vo+}4rv z-eI?)()cwh+t-+zcPD>rkEb2&P%R|Rm_mjeKVHgdk5%z#A;wnCKmwJw>{G#xjHC6< zp24r7bU4NBnKP=w<%36A7B@tn&T`>%202&0nR%$Uhj zE%YqsUSyvzwIiNs-y(8fp(+382^@tCrcP~5^t=T&OJMv9-#ELt_|&yS(#l(wvV)Aq zRh3&M+O=WxasD+>!QHkS1#WH0=JC36W&Dg8GdP`iID4bynCRYM_I1UnsZ*x3WJINO zf*D3!F1-f~XvOmqM_{YIoowjC;O;dR85g6YMLcB$wSQIB`g8M#xYFxU_~3z;alajr zk$o`;dH~mLBx%0rWu=PKw1jyjWldFIEaq5P?1623OZ74~w62^aT!VU}alelIGG$EX zjJVkQbdarhZXcRpucGNJ;p#>FWwB{%{V!o|y#u?R7KO3T0kfWF!+iL6=gt=JjRdr2 z3$?FHM#xnC{HcL)xVR6n@azBW`}gq3$n0SjwA1XSx?$)924w_wLE#zK{))^^1)iwlFFs zMVS;zlDjTGDarfVH7!hDE64%UYfjRs@Ap6K#R79#!A%PS*5LhJ|> zU;caq4&^QJqVqNG_i%mo(sWm?_v^162`u~kc{jds^XJbGOG&8@O=&KgYVow`c!nXJ zMh1%)t1$joRPl1G+PFLi041+ z(j6W}$)7lJA}LnOz`)?`hY!0LT0bi0kM4%gX4hj)&fMT)8i`#VVfo1CUc^W})MO8U z2cO{BoV*Gtl<$)qY^%c0p7mu;kf>gpU0Ksp zTwlo8J_z5xHi4xfS7e%-M9e=xUIb@Ep0)R043q~{Wxaom@uh{%CfPo z8fNb(sSrUHvv~1l^KXf(6OfnxTJMbM%E3Ar%}o=S{JNW6nwZ@yqm7ELy9!5x`-F@r z`_;7#_!mpz`SI=b_25Z62M*Zkbhf_Y{5x_@T|dJJZMzvWXUenwJYjutS)RvOt%_>) z6ZWoB`T6-thuRUVh5z~B7}js6*)Sts7wgsvdV~$ct*NA>lvz}CIA}@vjx7NP=kyR@ z%Fs}zuXAyfE2*kH$$)Qr)hG3?cn)$DZ9=V5Hnvg8eJkc8{q#p92wF5UgQ#y~c(e26 zMG1sv7J*+W*?PtDMni+^)@|Fuu_eK0VshG^=PcaYuV43qLn9LtJDQw1pg2!d9lnTR zz6Om=b za6uKahBnwZesjLHPt0e|eDEO1JTrA`rD(&`+*;9_`6Gcmbrv58>AT{HRP*$6-+%Nw zY?1)|E%C^|1YrqZ)IB97g&wUj@6a= zK6b>oaa~n%6WX>pW4fE#1#^VDiU`2{);q|!5WmW}>~}BYp}v#Wygv5bi*`MMx%cgB zk9(KkAQ+IPHgTc~cqIPPrAOM{h;1cgNam`NV`GC$HCHHR?@Q*H@J;Bgrncko@DU?& z5t8;fc*hw7x?f+4+Gb^CStK?u>H~6N3WxKiO;hab`mu)lPn>8saNxihM@O~HyuM^{ zWg~Vp0fdsipv#WCW%z|7$B*|V^Se|tKYISvO<%iOBsoZ_s)jz*`3X)GV3NHNbm)*b z_}-vj$D-#YTf1X?dgIouUFPr73zq&_bZ{qefkR2YiL+QzIyDsU-MiaBoMsI(!2=+H zdEPJurNrakM7^*%gIJT^hfSaXLTU#XmQ1nVcK94Amd}L?>TPGjYutZQNsII{y8W)Y z){UZ0#mR5I+i-`FAWS;A&+6tuQ{v{xQKN29q1{4@rTleJ`gGhKGI(_R;=?}UZ~Vo^L#T`cC71 zH;_)XAz%W(5PqzI#SymwnXwGIoT?b*fXqBzSIF$L^%sld{BHo3r}r0lywLsc&w zkshPr!b>8}m*@>uH^vF+0ja|2GiO-3zC(t{A;$manN?5=yO(w2hV;Cs8CkGjS?f+5 zxvn>DS{o*IPBwISdZA}}V~r&_r6*4WzvX{ZX_TF8yLRoqm~E{3+HH0!)>GLpUMTa| zZ8m-QN{Se&rxui2dBmO5v;U4A3%Gqm_vQ%|>9)t$s(R?TJ^dJ}>(Ptk)57o``>+rr z!;qs#ZAj{$UEeYSV~v*NGzf_#$0{|D3$QDnv`K8j^Fkl+$$%;-E5mi`H2ebs#PQW$ zxLxcb%|P3Q$1YxID-ov5?DK_DHMK~|^ch&b|KPzEZ`uzHf{@J2$?*xQz>;IR?P|*P z-?YZBdF6Tb>_9?bvTP#$TeN4J<)w_!(dosR%N{u5BiKW2%$P&w2P#8(J%pT=B&-!x zRW~>f#Vh%5JF3{B}zrWd`0rN8Z2@%X--|X*i!UpR*S)w%=`t ziDC=h+#6xUSQ^;aoJAn*bJ!$VT|w&J;!;foj*HFDHF!dB6)eBtJP{KRaE#Kmn^#sN zyo08gnPjKn$-Wo$d(4KdSop-%1Ie&5B$E#p2>!RvUE{vjG@MU`=T-o< zm7SOKymspPwQFy24$k4ZpddZ5jV@|4VJ^X+(K?w~SzhLyimz{JUsF@VT*jSGu1oIq z>fdp9(&B?{<>Yz?=P5Ffw&uC+alQ8hf&3Srmek7XEPNUIU|>XK3d>I5S5qpCBPZK7DQMfYXlm?`+JBl&3*`!{)`v})!?JnvX1f(Dj6iraI!}55 z?}5+JLB92FLpAh;+=V@R_M|)*0WK^gdaq<3^N#x{k6zIZZ_j<~=P8EA4kbdGhb?(+}D#79mQ*tjQLd`|eh9!ic$)`x625D&>C1gA=x!6L|QEu1# zg$s?qF24X!3zy;;v{-$hlamuG7KU13{pQUBfMwbMD9YFS=M1u2`H@+pO!@MofWuN` zXYX9Kdi6>u3Mw^I7@H9W%gbgvgR={sz9>EHJ7-Y8z|vl3M~kb$N+zm;Y%@*|wE9q^sr zh^p!feL~DX*%NSuFm+(Dx_#+_==mKL=Q0QDHpu;csP1e-LnwlN!FdQqg#se^Jq*-j zUhS%HmEUoVISo=|a)(?azTEJThHKWWS$pVvMhlpc(^!QZfGxyD-Rnnj+H}MD<-gCh zcm3n7Z*#J9b+wn(bbu8c?LM~jvn@P86nXXoOrd5%-<;-*J;E8o04#u}#xxsoMDVMoaF&poM>gr)~1U-M5ylcXsZLIW88(_8)*@x1T-@ zCUKnxi}P&*d(m`I=Z#;V46iZg{O~Fv(;giNM`JL__4j@zQ5PD(li^`OT^7>;cwz5G!`u6cONJgawP zZ3R2vh8#l-i^1!@zp$$i0uEZN!l5pMs?!#$pM~;_ul%FU0p?4p0d}AlA~|pKwr$f= zRQ&wqi>Zl;9DRMB)K!c~02w*1PlS#Fn3%3uF+efReN97`519pu@BpJUG{X1nkvkt7 z``FPJaviOPDYO;;BwVZInl8jM#G$#Vam@CbRS%1b&cKAuC1sdqWz~Fd=Q~vf@C{Up zfTNhlC3=o}3bUn*pq5%%Umn~ zpo)qwJ+^LjaWMrhVfxfbF(^E|59bkk%u#3<6cshx&Lk!t08Tt}eYd<@j~>%`JsV4N z~(TvNAJ52dS&`$*JSh4|)XhY}D}+ zv}(US9}PF#8Paku#P2yiR}AE&dVTTs%a_M-)SphValV<^?Rp=NUb;^iwEc-Bc~t>* z49q5$G3wLtq|5t{A1@`CvE#*o!ds8N&TvxZLTt=AuKwt^GV3FxWpm$kNm9FsW)1`t4D++FC;dfYoXA($^Q8vxv2EdpZg?~Mo@aTe+#aVD|xAy8z{ z$dMIsrTfZl*DMucz*_Y9aUqOdh-rT=&pv&;{QLx$oeHL%OioWlXCR954sOVh#L!Ac z3JDF<`E%#CMz(A2gw0@W`B`MNK4`dRvxS7gyPBF&N>y{&ORMd}BwhvCt$&S01x4i^Q-E^ba98VW>L?sI6TFVUu-s~Di{T$ z^N^!ViD;IHU?S_;?q1;12}OwbaS#;pGk+LIGpmd?Wo2a|CW!kF>6x0EHjZx7`gJr) z`dQFj$5oU6SKH;+AjOsSkXxJMOLP5U4DNhb?*dyKJ%5O4Ows$&QUmaX?fXdTtb-4m zAOao0PGdmk0JR7xb#bL`+rE7s$%&YZi07aQ=W`>~cSehxri`CZ-@0YXAd@r8e5bj; zo;#>Bhu~Qj&XmE#p*EfiJ&uQj>?dWR_tP=R0YQ(zJc25;eAHR4Wt(04FH$xQC9(z~ zt|a)2rv6h`Mx~#T`+PxD`9z7Bc$M9!;srw`*C-+yA zKblSw%U#rex1m1MR>b?_lIyIbWK5KsK+Su@B&0Zj1+?H!sukJTg3un}9T*2$tucz@+mW=xH z=@ZlDMu@)$t7B|vC{6;IzlcZxy}5dN66Cnz+NS4ku8mEfN0tIkF}Y@$i}Hx^r#eSB zUegZ`Bi1hrCRtDnS`ixkItTVC(Y^OW|G9)bK$(oE;`aLb`uFeO8*+V%-4eCEt&FtM z4Vb2m4^&G%c(a{5bRcb?_WtWv%a6-G%+z$NA0xmaiQ8=GmxxcF9BM4x7Z*JlxOB-- zcV;}jfMX&8?}a12!*@q7lvPtwKj(NRxHRAjZ_K6YeH&i6zhLlBPUKgabfW_ zeZ=H;t5?qiw|(B9yh(*}3oyg3+x&)lCEh%E>~v(L0Vobps2-wB(TTv_yN}5ki1tQ` zI})%qnOzly0zso^jFkMjZq3Ts7g~*Z^L-91piA`-rp?K`De3V$9@+~Q$H3WnBzZ5G zZwHC`iu11skW>^#)?NXcth^QaZf8D+msGARF2BpxNf;p4zHQsK)Wk}m^hJJ5u%-Gm zJ*};S^mmgprl?)!PFLWIJmXD4@vTFf!GMRhn3Q>Pc7*^^`c)HB7~C9hVcph2Rn=;s zUrot01=l?vUJSV9>TJe*qFA#8X(G$6GiUmp^P|$3zA3guwvjp4nla1$zW|Vf8HQtZh?4e5)i3;a~ z^;V_1r%#^j$<6lm<450f=LWgb1}7+?vz0gUNIEhML8RnVy*tZk5M3xFImDe5B#+s! z93fLfU;uTOSyF;!HXs7(i~Q=$FW(J(xePlCA-aG&WC@QBHRf^Oe*2a` zs?{!EUr`piHoIcewJqhnL`@GGxP>IWuB-=zIBDgdr9Y``!U))1xHZBm-A-d9a}4(& zSbRsxAw+A#0JtTu^-?q29R>_U0_()@hOS*l2=tiN(UVHX@GTKf!!Q4drH038LicKJ zuk*x+D0;HI?zbn~V+v7#|ANBu&y#-bQX2pyfnbMt>&Iy>)nv^r_NwLtGj?by*FqsT zxg-;u79JCm*U<^*r{Lh$6p7;e&$;&gNQkiE7o!=lzA#A8xE~lVy9e??Z@@t>KOqxA z8QG2q3~xSV>sC!dnq}}jQ&Ve4$2|zP9E*|>m5_W5b56C0Tk$;qcT&Z~txxCc`1IXJ z*2=9GS6BZ1yF5w~5_BPb5S!ajZ8E2C!?q7|Cu}%RCawNzZI2BmXF3u*z0u$ki<@#1 zFD|1mpo82l-Vt{!yh9J%OCU|})y#JvK@XfD+Q6@K>{nA4X$wW0ym-QR*~zDH_5Q~f zVAV4T>=zMDsFIY%ty1E~d%(>4uC@SLMUZ&QB^L|&QzM9ojcrG0{Y};EtG|@aqrr+^ ze!V-$zM*`CI#*V=p`yixZjBS}gx93xW$40m0z*YTmwcxcYz^A2{kME#hmY3zVahQ> zF1iPaiBn6hi|t)4e|t;A$P0PX-X&Klf6MODk2CWlP8t{+%kCY0d*54Bq&J{yKA&=} z*sSxz^82%G2;La^*6B~0$r*hkqgIUDsldE5u}X~j+}j%4#|^}QR{T_aV&V<-5$)dW z)7*}*VhW2YLL3ce*Vd%q@>R1Klm41BltN{jwg0OpDl4Z zp*nGE2MiiBNz$1ZVV3KbM&xh*SKsmdT+eeaAz0nr-6dfk_QfrXL5BTvme=65uTysM zZThIID`1%H`q70(23y|9rbFfuapv{Ity@1pGYgBHu-^3~87URXo$y|Lb#+yFY9TBW z>XJ9@o0~;sQURjdA#`V$aMEoKD1#JH)ZqIWW_d4PJ8*Cw*QFZnB42|_?#jT z`t7GrvaMUUrZmxe!h{~4J~I4bi}fEq&iSs9nS1P=M{Sfrx8@}PYwK03@)dSCCM$ze zG`Cgtn-@#*u8=WwS5s0VJer#b?mOlT@@5kJ!j7I9a+-k#GiKyZ2r5f{w2EooVtx$j zqQ`sUHc$ZjU0;vTN`F{aCLVWz8N1eXuJ-0{X4HR?V5N6bly2yA3B;p0VS+8lg>>47 zavh1EP*O;&Tlb}giF83pC3o_GgW=ro4khW6{A4LUEq{M%=|8t^inwTEQ*H^TV&d(0JQ)_|52nCw1JEGq2}PVlF1qhQ(s*}BEQ8!r=$Pik+{XY=K~fu-^%1sneSM@fdNp*LH)f%%DRAc9cWgnw$#Zf0j~?0Exq>(KGG^_FsO6l*d%0H%)t&Qe<37LQ~{0-gGmfS zy&#%ooOD99Hnajx4)f_d;wkkfeJd+fh#%YK%v_Wr$scBwu0s0gJ!60YwTr%IzhvJI z>dSbKz1lY?gvMP?uWm-UA%wZ*2ieMBs(C)u1&5aZgCKxK|NmnyVcG zGEO625T$}Z#Z^DMbF>Zcldpr7Q?MBF0d7NQ&oUH{a)yLWe>7lOf-a;W(U`z?+< zv4;Me_7zZ9))cyA6%>59aLIr7p$QtU^^HXnr9FOWv(x*`+Gc`!_jMmxQ{ukBg@7cx ztS?Rm(esy4fe|pt*S9r#9hQ%+QZ=h`@QB4%CFrxptbAy=SLV*$yZTUr4}`q-IdTh1 z-DVT#xc~T>a2#i6iC(9H7f}jPx?8bn{*c3TNEm{vC|o3enX_QQE`+fd3$!Cl3o#uh zi5-Rm(mv{fkwh0i;x*pB=DLVNI;-STJC_n+5dw?21k!BJJ(YiI((%JQ^srT{R++8R zXnO5>`32DT$t-l%?BMv{hg{7`e@VON4o#R!Neni5H(G=Ersn|6>3$tmRQv(l$og)7 zSburVlfdb+4mqcRhA5`Ueu~e}tJoyM4ZNNef?Vw2RmiJ|U zaIi0Z45Anes_v~urQg>)swWp1S=OduI!h0Kgib=ER~dY`Me`}>g3VVi%vL}uI#NT! z3;hUV2hS`hfPviH)?)5lFWPGp0}_EQh!cf2NNilvya=~HH3&=5=IVi2#r$_Vk0Qxx z&9}JH;Q6i2RWe7XaIot8YD6d%)zwoFl$l!>!7v}WMdzm++s1RofbHe6_GI(k&=G#J z0D8oNJHf&NBJY36wSaCStEgx}ObIGIp-)?5&aK*#yjut#hna0%UE%RlZs^+KH3OFK zZC0mb%?lOkXg|fiLIgPD_&9lZ?jQxIF<LyYTJRwN9{YagiI-Ee4)C-L%Lo zKQ($LrLIq}uh&j^{fop`fM}twk=mjan2mX|l!Tk01DVrcEu3o=x%gL2A^}b%07x^Ms z$#p;>$s@jzBdioC1jXg4NE}`y4FclkPH)Un5 z$bJl`OtFDi+cfHPrCX!6R_x+yRcrhE66y;5#X5@n(}&--FYGXl>oi}x8PJJ-a|#LUv!(Ee zyIEKAnRj%+K1w;{-i6FUNRSDg4`?DFv3&#nbD->surtfg9 zJ<0dV=~EN8B`&lqX-NprUw<@s3Lnl1v$8L)O3}zD9&*@3od5Yv`#Z^NHJyg$Cu`uI;;eEu`S%}?()CxbRLD4NWGoge=pr;;Wo15)f6PqlGig#!QuB~e%jIGwcv!#b(n7EFt}T4e zjNFp`m%4{(wG)k9q;29pB56V@pL6IK!Zmu5LYFUV80r-~nSFn}6QqUMQ6cZ@2kg28 z*5rcmg>Pa<6*8s`dAqmbFCoQ(M(eT9(?=r4f0JO|k=@PWkOYuD)t`KLD&vI@YG{Il zfqJkIi@MkU`BTa^x(ZLj^&q3B&o`WBxGgwP+>?k65EbqsX3^e}H~(%yE#0S%=JVjj zpGMnLgUOSQB4=E(M4k={B8HI}MFm@Ai$Huz1@^5Vop?c9E&|RGK+Md|ZD@wG@GW{8bcx@(gSyL+!)-41Abj;1 zH}1%_BmPPn(rlwmx39B*^`=hsU48}IA|v2vhpt_tmVZ9LKH^Jemy}pJjTkm)kRD~J zrKwx9>Oqx=uRHR}Uxi2U~laoH_sWdz_AzAS?mZ9^JK) z9E;@G=UGS&8ZERs1T8H4c;bZ0<;&C0m~tG_mnJF{?vDZJ?*uNuf{_Jri?-do4n3+r z_jYzc!Npl-JFkSFJ}o1D>g36jPbRQW*lMl7MNvaxlSd^U8UbL+E^DG3_gv-erHKd# zx{LgupNgko8&y#Gq_)AmtBOiHcHFAs)b6N}r_wNoqD%;wa;B`#>(_MSJbM>qcl?zr zz8ndWml6{`efV%|@dJD? z9T1whcNgfFdn1h7eC?q$ZamRn*I2)a>v1yjICXXP^3+))Xt$(R*J1B1FnKmFq5HHH zaDl9hbeUs;Emc6#$Yick=YKy{y*54AQ;1SQWE-aGvi_9fMMvS{4ELUNO5Z?_!7bs> z#&S?R25kOKJ-aY!W{<7gx7*@8X3<@_F4+y?y12NWSXO`TB=3+JIz`AqJ+x7Vh@7+k z^dqS?3q7q?U0L;98mZ(2xiE9%ojZ2CfoMS#)@RTl(O62isW|r%`MHHujCD`mNV&X2 zk#LGURpK!$wc-2l*^jA?i^krOqemNHopa>6#rNYA^*a4|4|4NHSKueh&NVhMxq$$- z5`m7>@Zz-xvMDq+4Smm-Xh*{fg+QSsufE%7#E6T5$@giZv7!BF&8Dp_MW63q>9Z1D z0tta#jL|^ueLC+?E4WKp(Fh2C`7-t5;%m}ukFHi{iF=SG+>AmGDa5+3DP;-rfV*e( zsCI={qqwx>k?V^iz}0=%I0+~hKW-I@cFNC2<)?<_ z*5Cv6?@i~<6rj>zNkqYZsvU_0c*00a;PT?6^ z1Jt-kqsQMb`TFWG4}cbBA6KSyVQlEvrx$(6d#NcP5*G~;SV&pZ4~A+%54a~3;u!6S zdIxtt@g8dc8>d?++sGQ?8NVaZ1JMynb7cL-SI={I*CC!DL+swCAh;ajSEP%lF43XG z$BtZdn2hh{ty`0a92N@oCFfIJ>pBvrya+=tyGh;C%ve|I(^aDiooE=`dj6i%m#2@< zT?gZQq3c^KRYnSVv8YVc@oGG^HXA{1B|oV*Ep+5uu$1Gf5>th#iduqSFHKd&~(8xdL-o_S(zQ$@1H^$3VO~<5>P}rIba=1FUr!Q zWAvW}aRcJivtyi>UL6!+jBM!n00GeELw400(ik?@+afN9WZ=!acQ@2!>s%HsTqqa? z#0XmMD6+IyziZ zsT0?|lc9R$j2JJ@{_)vnK;;dHMUGvykIlJ8^`%#O5F8Nq9<{&mvSvu}o=2h&WL;Ha zkFkza_S;BCI=LV#CuIcx3@?|VD+N|J?P>At;3WymT2j$Ye&^(drds6li`A#XN72u- z2Xd(_%6z-3`$2_y6Q0Bvs@ZgPZ@#aYEC0KEszKKqtr{NL*xDL!fuU}>KdL99&O%Z+ zvy{~heYfwT+JuhG@r=dH>C^jyh%7SPC#`;+a#%=7Nq;vsHEa_afCH{s zwc&(LPTGECQuFFJO+o#=XJ@#ghLz4tJOQ)#sT>8PWzfhs8K8m;>H za=SeQTz;k+CIqj@9ljmq8T+#N4&;3h@&IyV`%P8o4mND~sU7|J!+I^0e{uert^)?4 zo>O~hw_9V(n10Y?K#J~p^@gYKtS|fVV-{N`0)b1XpaI7NIhc9J26o-MyHrz1euUr* zEg5u;Fd{cr4?f63;DfUtZUtG>rHvU79L&izL<=W`nPUCWC(h-<7V-nJe$t{4kHSf4 zVrk9OhnF45F>vG}z};*fA^@SG@%Q%^LRXHmdDou3;O!&9FG5Lz%yS;ZtB~%bH`P0- zJv_Zq9fdKv%0iq}CmSC7wwN6L7m|3#>gMa%KOCUMiuB`%#@xnzoeNZQglJgE|W_1yK4ixi9!MiZEA*DrXS-dJ0giKAu4~M?*9N`+~WI-U$ud zL)aSQf8@jT)(_0HB<(OOi>rUHfBMb^Dm9alk}ZFJjbQwlak2d<$cw!zgx4f=4rEQJ z6ymCfN#66L)I{vothsNu@VY;`Ys4Hvul*T9wtV6#RKmRC)N$8)NDw-#z1OtJ+5dO>l`PVOBhxTGM?CfhjzPZ`!&42o$T5Dc+YtQhVzs?(Xl2Huu zi||w%@+@9z;V_5zj!qE?hPRZvOdoc0O~iql%G(Y4?~xs3o#iQ~Jo(th6>hq}Yc?y) z%%8bF?`!>rwazQ<>l8e=cgy;Bq{g{(8ON42qSuCZCCnj=m#0Px8r_LcpRLD86m@ z9L%P&M7FjK>yS=8d)|ZiKY?Z7po0`LTnUW%5Ozo3ys=&ZoX-a$9EC2^po!2Qtueb- z>B#cvh={|7yKMMVv$~AM9RA`EE;I}ZCW_i5CMGJ!*%Lvmk&s2ZH8wUL1&WOl9vh|K zzu)uTwM&BnWIp5!6p8YAi=kcj9_8j34TpdFZW3NdB(&?Covi^c(W((qQ8`3_!m+zN z^B+*442Wjt+3AIrv}!SXcSJr}<55D32CTz!p=3ERVN0OSPCj=9(#?GK!%=9w6}-@V zuFRukp##`;HX$z67g0fuq?kNE;L^2gFFHfDhY%d=ix2!sBCH|A523z~HI2A#VL?}i zupuvZ%YVQp=d-hv$a93+txfy(_U?_y`_*F$%TY#teM^ z|9-AmHu4|;loahtXr%@W8ssP5n5~1uZRSkOogfM?;&*L8C!I24&9iu~HtpKkfi#tL zLJOErJ_-?tKN_^rD`R3Rvx&MQB2zSsY2K4(vf$XUkX z2GqQw378=#qY?Ey4iy8~9e4AN(2Cj>r@Q5mP-_qt^GSw}vVJ*vd3#aSoxU3ZRj^Ee zUmgyEN`o(LAHwoSQ98*dbGvs!bKMRb^CLlb?EHI1+==;*76AI(*2X4_F3Ja+rVZ*m zil8$C$#AtnkK#@|D8!d|&>XIhN+kQ^#6E%Q_^jiE(3KX&k#wf6;LYBI+Sh=Iu}4*z zMOE(Mmi;zL=Uq$=ExL1xZqvNf?X`gkiHQ-LTV;|RosSqCoY(!@;`?S67NbZZmxDaD zOuY9L^aYKvS8a%iA+$T^fa?@xWmIncI6}211mlO%Bx&=%AC7%ahQztE28Bg;)XIK5 zbTSG{)8!VJeG${jper|etXw(UQI;m1C?v-BoqTLUC`*oBbYZa#TuumEM+0)mmI_m5 z((0E-?rSY;JL&>NuF>`(br9Y1NI7mmmHGaxo&DQ8L#A18|F=#}?FHzdZhn4dgNJ`c^Fm6KBz`Er&> zOph!dJa^zVca#bIM8VrIacOX5TBGn1#tIzl0F#m~xwF6FS#Ybl`-J^Ejnot)iZ=Id zUb1M>)NL7j3z68N16I@4R>rG=Zrsz|Uo$(1W4;VGG)eK5vFTeYcdTe^W307}o{o>l z1l7A*YR-ELHMs?>M0jZbiDSWYxG{{TeR?ObWbTg7q@YxCWI*U46Ss{*W)Mc^&UD~A z^<2{qe}-MNy0$owI})tC3;}?oc!LyBfUfXJZgeGG_lY!Nc>^X&QRV;o1CrXwg}!=9 z-&$vMtK?7?;R_Md4;=toQHhVFEmMbKC8FZO_1t_eQU9KKf5fPAoy+>N=hhB};$9s& z>|^K@WPJeIsWJ5yj=S&Oxs!zkL-YB{9pW)8EqjoT>C@f( z;X`zsvTxkV3Q4wp{P=O=yc7U|?#xGy+6TtoD=6@#$S;f%ph$!a1kMm5WEc0kX!e5y zuGl)!#PRi^*LRW&PH63<3ipPd$wRpx8I%-RdyL8n7<8CoyU*9}@b=)cim?U~{&mLYXLmC@*KhfRTZ5{9`;AU4HZ+fSs{y)0jJFe&c z?f)-D*&}5Y2}w3ZM4EPlgk+>5W$&z}hD~LJ7NN*U*;FzjB+3Y>M9C;ZN$Pt)&g;7V z`Q2{6Kd$R`e$F#_zhAHC^B9lE<9Hl6U?g@cvRItWu|BNde!y{jS*4gD4G0rOR){)t zrWqVfZr6Gtuo zId=@cxEcr-i9sQgaJ1Y}nwFw$cETd?4$Yck_Ow?>JsJ~n1%W$p^*4|E$@AyOYFcA9)7I@L{ZLZq1fTZ zdUe_vOLTo5O*X0`tFhlPYswT~gms)?;W>nZ7Yu(wsJ2b!%$K_}VtZugYjrVW>`Troqq00f*kHN>`I#)lP0GRhsl^+J16|1ej3AjVK^2w zHi|hU(LKU}H>YZRJoKHz)IZ!tARhC7V{XNsxLm0iS?W*KeSD+yR`)UyftUbM8(q+UHv}Vw=!t}jNlD@#VCh_8K^6nLIqv& z1xzB`C`aC0ZQWnnLZcL}Qw%-?D5KOyrI?b?Yt`!2Lv9~IEQ6de4dJBVf$%2Ey)q^b z__5DaW6`aa7WKy7?o84U{Nt^r$@7lKz7{9HZ6=aBQt7TtN1Ax07FWoIrpLPBd-py)Z5}$htB6OMuHT&^ z8X7#JpdnKFHPO-0>BsaeVd6{PjShr)r0^qAyG?zoQ&dLHQZFMRyR+_u$$+hb?eOj? zHKNJNA(wyi?15Yt*`?0M!3nvLfsNH}A_@gW=c9dl_r62I%et{)Eoet1p;e~bSN9w7 zb5U!V?WE7hwJ%?rw5-Pp+a4W{0RaMpj~%m4@yYW}KKx?ou{WA@vbVQiwrW+8-k#^# z*T!|UciIwZgD)|+EBwROrxi?ekSMP942rl;DUCbPCBXTJ2Y7v_kfaD@JLquT? zd;|QljUp9qzmCH?HmArq86STKLX@X~V3^GBO{XVXFhPwn65{vn>7HI&*D7Cr^5jX= zS+lgTXR9x!Zf*N{4ZVE(eBH-GOH=3BPwIU-&w) zzv=0h8faSGFc4IQBzOc7!qLH&M=CbbS!9;G zd&KW{Ww}YGCPg+nIjw@`uAr;BNrU(yUR3I;VPRpb9(Da}MnuB8M1B#jV*JGjE<$sM z85*i{V@EOGle8GwE>fSYOH1b{l>K?D+PQ+@Dde+5^5!EAo_JL|Z!^_)4Oz6XDcF$` zhH5ZNdoO6TT5ZwFwrgc*M8q!Yad9vL#X0&ngQ(r%Rn*0c8pxnWGHzD;`HSiA-C%>h zjt4Zpih-QCpHPBvNCNN;rBX5XyoN|(#i~2EZ|6hQ2q?3;sz4>o!QJf)xi5;=iJN@% z<}2_UGJbPpFs^QHGQCf&)|SbdS!En2SY2QEnN6$8M?f#;=H{X*x=XtrTd!YB+drtU zJ}m%ih(fhNB*NCQrDx4|6)QS!v+!-3^ zy$n*tYt?+pl;8`UE@}`h=FZr6adJ2~jKK}nV3rKnJPB!Vx;1M%J2_~hCZL8Vz}+|Qw7(C;vA zfZC%}9xnZP;iApf-iwx?|MuRuPXmPCsxGhmCdf>2^8I>sQ5Lz$X@be!CX+|S$M1ke zGTi%T$%AG|NlB8U3=9opwbFIRH7ld)kW;zEzd?Di5R}20a^p*bQ@BNTB4u>=@O&Hlc!Gk zI<}>eYh!vN(u+L6qiO(XM4tdhqPDK4s=qLP51JnrXUlWFwxQHfRFEDm&fwDO&vtMw zsnp#Znz?QLS4406{c6G785hSKTo)N$X_hsc(ieSn(e(>}L!5;knHLYdvaxkVR7XYe;|uE(_52A##|*je`;jwsom9DwNl8=ET&*1G#a#9wB+)H;I$w*mzJ$uX@Rq=k@pwg*YbKx zi)R1*`ALa3ruycv4ZoXE>DsO;a7r(#JL0;t@wiDEvmuI6wMitSSu4447MDV3(0VWC8RKfT@cAx?i-|YPn68~#A6Yu z%8RxS9r=7K2-Gcd5+iCBR8?}&a3TXOm9Yl#+uRL#3gd_7eEXCm1OA8Jd3N5jiPQ&+ z7cU-rE3du5__#e@l>x2CX`sc!4_KB)|@HC8lB4cBNaG2b?`8Xj2iG_`@iH{EL z2@l^1rlxIZnDolI{ur4D+njq{MT7-b}P%mO9=9Ow_l57_1mYRrp}n{e-*ij-u?04R)lbXO}k={LaRhx3GGh1km5upuSqvZddcUK+ml z-pltw4KGPvjBo&XC+qwo=uWZ9-KFS}hfW&RMznH)^Nv4YJED!=^dvy#NvZZYUMPdD z+8WzrE`UzN=id7)&k>tzj96FD580`v$;P%s;+UX(T9mBF1LJkymoMM5R`7eNXIp^-k4KHe`p4_}+im$%yiX zbz`bpr&NznSW&WY@e_TN)S{%P76dXu0%&&OQv7PWF&_P5!zVdRS838#9EYz4dR9Cd z%pF`ZkKgXi5Cs>ALh63!M)POv8~V?=AU-bce+jPhE*Tm-bH`2zNcLYmd28d#g~fHR zzu2G}L>23%WmV`JN`i|06G#2E<(hOXA9-+qFO0LhpsQ3Ca0r<{)! z%yZIrh=6oq zPeIBCYScTZM_jLX&?I!m_z8_Sb12liIyi~KH=BNAR-f6ym}FtqF?;9;6g$|$=~CsIUr7f zqD-}0c-?znfHDjPz-5mLT^^9sBiz!%!R^){457oDd88Mo`4&JMZknU+dwN%=oB-@u z+>PnqPW`dXrH-G_VJ1+pOc7~nzWHKUJKp$Ha-%zL*PG88+`YSsOzXO*pf)dw8mF@- zg+ViU<*C>4bs8HT5fL%*h2~yo?a&CWHV4O`-{_B4@R+2XkB^VM{<2c%eRsHbP`uQK z51ZgvVbHb)qL9+kE3>!@&c))hN2v|&H$)`_fDZ?~6tX?MX4J}mj99Dex+i{9#qD?= z&0x2G4rL5dEM9?$OWKe9M)5Hmp}c|3CEWB#E&1qCdgmTVH0;@<$G;x+zU>P?HLpW) za`hqS9qOvez$?9x#5EBk-qO+)acyN@kpv6}m$YsN3L4(sEts?hJ*D4i71Tbd{r=F< z0!$}FLLh!c@SplEew60)6!%Ghf6NR5Aa$l%b~5K3(rs@;gl!l%a`EG4902U9>&_-x zOnIx&H89>afDbFORLNa3XMs7x`8~bGG!6j)xug(c*a+(qk&_WQ!EJ`_KYH}2Wa7@w z-OG}qcM#3R8I*2Xs8f-xir|qZth(9YCSq<8g$@SAPDnk$Pf$wHmdL0K$h9{Um&;D} zOt&|;_dJWfEz(4_1P8&6y8@tM&}So+>O!T8^jQ?I|C$!2^`3pbZOY%S)0QmhbE4Y; zJp=!M0Qm_pZRRRQ0_+^UF$~t+JnGyXjpE~xZ7t`(EH3CXxUyr5{-HFd^S3yAReR-A z*hyb0D(75a??&JyR4u4|{_{Y@!=wH7it=((1e9GITRts~AT6SGv7n;VzqZ${Z{$t= z=imf(yEl(++u&rIpUCTDvRf711kkL{XQ1?+$L=YLO*R~zuezW6Mf2*B!)42zc73XK$f6$A&~L363j1PvJ7)$Lf((^k^F zF^Dt%u+g3+An|K4K zye90}Ys+l=a6ia9c}bvBqU)tK1vwHG1y?0Ydp3cZ3j6o|p_*G$gSm+X)X0q0M(anh5R0{Olss?X=%%0HN?`kNm|O=w_2bR7To5k zi3EQ&@s+375cgI|i$to}hrei7)qx$W)#*b8;z`Jb#ABtH3UFlo#tV(0gs~(FdH3#SCCGMF_xk@kGD+AP~ zo`N_4Lm&rT%+|9j8j8pdcD&=7AnQX3y&K*_(Jt{BRFV;*=m%5bSH$@+3rQ9+j|N~K zgx8K{HwZE$TV9h^Nz`vDPAagwDESn!r}>5uD$%nsKInrBxd={Z`*qb{dsR;LKlbkr z$qCHI);xUl9W2l0fr!a@b$`lubNl707ybNI;y&ts3Y)C3sOkzs4>FwaqQsyO@@&Tnvz9X_Fh9sF=f(8Ft)I+m)0ehDe|O%(Vz=@>9YI%_YXY#s(NvxJ3$BTL=I;HTf@5)Rm$w>lEc7|0 zQMIF`*4cu;X9Fo^v?zL{?ExZ-uQs7GO)|8p`-Z5LeGjcABoT3$5*OKT$Bq*``%)B| znVF&SjM3lYm#eTYx$Fq!mfg#}ey@;HQFsWBQT>NmdJ3}+tiLE ziuFKDH(T44G4b*=xwxoE_zvpKs&SRdca%-XMJ%kUTl?juBB`ZxB3i$k6wAnWLKxEVidC4^TUKeBQuH|eRQJ_}a zOCokg)XVp8HE}BvyIjT*8cQum4M`=iV!j)C{B_Tyf zD3A0pV3`X%3oWq)+yr+#ALioE>`}5jd=7xEu7|N0@6nLm<#@}k1yl-J0%zkIi|LvO zT!-$Yuy}KGQ-|gqhq)TeVXV55fB~5B@%NzrQ^-hIws!3arv{}n2hP~HI57xT?iQX> z4VuneY4e-W4F2BLPXn#R#aV!PA2_2;R8T2=GloY%ciJIJPw`C@ zNju@1Ne83FbCr)-d1;oD6_rdPb^(8-WoOG6E%))ThXJEO*vppI%y)4qfJr2DHrRD9 zjY2B6i_DCZc91`a1{HgFKZIHVbH-;a6gi~KHy|~CPu{Yg|GZ8uGJSA%*xV1qA(^=s zU<9d2Di!LGicd6aINfuFtN@GQ7y@aR@+td&R!UJrS7UExb@)5YnpE@zaC#KQw0`^% z15@nb0w85k^n&Ofyyyu?r9{#~!9UK7qoa^X zszHlhKGD;gsG95vLNfBAK-7G<4leUML>F{6>$Cqo@S-#alpT`D+3oNoPPb{(9V6RS zJdaGez7;^s*U-5&G@bc)C6~<1lp$~zmq9*r!rfYr%pm`eVTXdQXaiN^ghvqhA$0Z1+9&-70>Btk2K8$WQVY&o04W(Z7XNe*lDan=g_z6=>$+3*;%bv%8?G(zrW4fzTyzI=@{auLgX@+H&pgv zoy)_{H#{poHbuUY|LN1KlPh97x6f-l=5p}!>&<2AW6s9!^~Hmuu+WDSzTB@1#vzKx zn3;3V$JbnRu++Y|AC`ozWMGOgV{c|%6U57qE|2fd1z#19C~r6qU&1GMA)3);5K$|T zu7&*~ULICe+SBOLbKULCdBPgxoqTXEDS6V&nXmO!SF_##ZbgCdCmVLP)mn0?#GjW@ zuw|{XrRd)w;EIZ=MifZfQ>(K{+d90`98px&MnmIiLWzITRcckD2gy;!xS8!NCr#+E z#iUn8A%)W_#Z@a;`l3U6`{uq8dFA24S8k80{{H%`0`6;{W%}(uXZ6utjj+Vwg`!wv zL(pjT-K5}isCI=JaCMDDK7>I39uryLf4!KqvZ_)0B^%?<`!a?MpjCjwJLOwk!q17X zyd9iyun?MRNe3>O?}7 zgiLV{Pi;DQRjZVlaA?C%ulMjsWmfg##g?xHQOnJ(K0071ItYK%Fst(eovP5eOJQhn zYa^A!SQ`>o6G&mCHIC>isJLcbcrpFlT*YpdtaUX?q;3)j)hHHUzf$#_a{f)@{GI(Su`!>iwrvSCd=*0RZ+Nlq_t z2~0?~@U@>lAKNNXPu6~ITJLw06uCz*+{^}2u6 zhV-20=qFj{ql(Dp4t-OPvTW{!>#u0cL>PRbo@;>@HZTKKeAX4Q?0#C=Sm8z{lLXkD z6flRSP}=hfb?m|hhmDGaUgKX;VUJ86fgYYaBM@lH-(NlHW1$3PV+DQtGA8q{um82x zuH0}7UsvcggZ$^M?1M`bOos$R6#^|%$?YWDy~p2$-p1U~vEbd^gJR^In`>#C26VHW z>*1yZB}NVlP*d%u{WpWs6RVbSr+m|gTBZM>@W!%Q`bP&=vIw8WI0*8}NzORkCu~NdYZNR)o)w<$D6P${t#??wJf(U^qtd?$ zeM;=S4p$}uDbSe6P&0WW4WaZhrY_}&DFDyRA^PoT{W{%{vJQ+gwV)|;X*!@>V#ON; zKpNt7=E@qgTL&$SR;8DzIePPsoZutcLhjS^mV`~b8`<{UO{Ss=+e+j^J{nSnLh!1? z3h&r_CmSRR$y5fTQLHwm2ahYFIv!QFL$f?R_dL>Ay8frPvnW550PmGjkJX#ne;rL% zJ+3A3HgxAvV6=;enEIMxjAcm*)et14m@ko5IRU@S!f(;eWn~(;1Q2PKho^eRX%VmM zF`7;d%ydvH)G>4(w`r-f3V0(`YZMdb=-kCVfWoi*=cg$gCovGZ=z{1s?B-1H;SUbU zodFHSvExDiF@7qlS;NXV-=J}hT)YesOM{FAqKyzH_s&kXM6C6XUul;LDM zW&6C9T<${-6A9U2wrwAgU11N<@kv;P3+GUxjs1US3(*efqu+RpHJie96HX?zwLc@UXJ=%|f0h<^&J< z$I8ks1_rH#Vn`bCy?)oDpo~hJ4on1!^&hW$RI|tJKd&$t6J7lK z*X<8c?6rX4$oA0f(6>Mh8_o|KP2knhH(f@~xh<#DRx|y=?fP;4EoWZCcLmHRd(UfH zVul5zizVE1+jkw+onmL_4j#l8QYGSbTef)tYkV3m<0ljn)bi;W8EG)bBV5&< z4)_uA#o^734Q&AB?=f8}I}oeGtwxS~`d~L|Qn@8BUbJC8R8}wycMv%Mzms;mLHSJ| zJ!nOgd8vf(4)=SHAiN5nQo46oGEEZ~G3&uW5`wsF0BeeS+lK|l%nZ;E#`?VRQdEj0 zRmr*)=1ZHTfj;@Foz~9Wv+UMx-yscs2qA3{G|ykom~Q6%t-<~6rcDE&>j=V8uRL7) zaAxsfoj*4={T+1TU;f#Yh=Q}6{WR*_-N*<~=E!CTeubvVzFmq16UK}iM=jZvDuf+9 z6FpK@N%t&+Q2=bi@vSB16lMrX#aar@i~Uzf+X#}bGKB|NX*cvLB?Ue&H=*x?synJ~ zTeLfY5`m(Qzrh0DD!JxI;~NXCF#3FI7t8?`$2b8KQ49ffBRLUM;^azfP4yFnDuG@q zlx=O8E{P4NXC-+9O2}?Yi^PxZ-qO=T6Z7&{Z6---LM87=egE`hlZy=c zn>Pz^1|3-&5D+k`OZc^Y`nOcm*Z+ch0r3(4IYi%Vn`|OvHE=muotJ-$?1FxK`;s+Cg_HYK!gsW(w9r*xOg$1UzSz_!er!#O%~%{o3iq%9-{%dVHS5A zE6DdIHB)LfiJYA}v6sfPvO!z80K)CSJ8=i^fFSorRV*kA;2fP?b~DMmV2=H97^dk^ z!bN?@$Cu#g-c%pad?ci~#V-qJ&(Mf@^9T_)dc(rw9pvNKcEabU#Cx!4R!3~(=E>M> zb~EOmmmIq~Mp=!J!R_>rBiP%w zpEqyb$)z|kEhK9ZHxI7xo-utoIYxA9*%Ld*Z|F2GS$JcNG1Isb0IYM{HsFh}J&e&y zQ;sLfpe@LtiPKl}_PoOu-HXO%v7<`qCL>7Yu<_kY-q4TZ)xR)b?c|(^ln3SH{4U%= z5sHuuM_p=kbN#PI_%_`_$S4#MfRIEgZu>oM>7FA;b^!NGHum@Pv$1cUaD0ouzmVWO zzT@sWJP_BOJ#8Ws&|Qla3m=pP#a__<6Cy8D*Neew6aSjcAWL+KBP&afo3@&ctN=Jn zY(=P!&NDkA_6YnWSR_(~#fD2u-i1D~J-zCm-^8jpcTOlgf2Ulix3_*N=R&hqcW=zn zg^I8}5<*(4srkZ17J!|u>aY85<%$*NV7ccJk_eh8!)(;gEn2ilDbN;{gGq%)hxH!Z zdj0BE76zipBjAR{XN6)Iu&n#+UP=AfDUm{_LnO5VH2|oo7+gu|OsOQ?9>*Dq#%IZ0&r4dP=RarO9@#N# z3X~{FmlvhC9NOH?-5oI6d;V7i1)L_#`1m~{nl1G1JY$`X^-aJ6Y9$OGI}aJsPI@nN zJO!+Wgg=765Yva3m@O01o2Kuv7^)zCOXLJW1H3AK6#MPks<}e+Ex^ukxzED1n-t9X zgCwo}zt<#3z2>9FRqgf}OAuSUr*lMir*Ao@+5o=Bs!81dNkj-R*A1Q&J>yQKsQUzt z0>>g$kj49(a!L~5F+U_i%*!wQz3D{7F#pwJ~o)iN+bg{hbdE(M8iCNy1|NcyljL#UPENirT9a#%eS3e`6>f5z4qskxndI4nx*{wFTTzTxY z=h`O&8DIzOKVIt5$(Oom(!4^1xzW5@@fM_~bDTTZ^h&K)_15tN2VNN2+n0*Pn?x9T zMFa(W7@*4}4_yB)E`2v)@y1`JQ|S`fPv@^Y!K+&72qZZIIFw=AmnQ$ypy0tsg2Ckm z5|*eDg(MV8mxl>K$**eqJ6Jg=dh%z2ElyHW>3GNz1_dBIMvxY6z&zkKGlwSC%l6>+ zh_FVOxNn>M%64>BOn)bbThJ7{pY)JWLMeH9Hzys+C6s0rPH){a==L zzEF0I|9TE%IFTO?oJc8p4)B5-A{H7<`KC(jgnN+wp9+QEZTiJU?RXTz?nn@z4HIP{ z_OOT=fNyugvx}O9GAXh2HJvj2iw{~}TJe)w3Uf&s;wuKN0&)D;ta=M*#In4Y<0Wlc z_gu-4nvCWy!UCjCABPl}r=2(tOCy%OKbh)=R72BKKmW$WY9X!xr~y1yY5JAzQjSXx z+rzv7eE80x-vT0EYUE{i%!ayfb$6fQGE&rS{It+m__>Q?3W0_hQSzN&;*@YKE)*Dl zVG49)L#~o$jLE!CpvCgNNy9u_cFOrmEfo?XcND4%BZ$y65A}BK8g|_E!u8?p5 zi+mlkHM;0VRFR{2N#}8gT0a{Jv<1RCifE)*_`pl@Bk)SYwB&Zq^H#Cdb@o$hkzbDx z`E_zzt_x4*Hut5x`j`98M*A5-hmdK%=|qpoU-=l@S?;$tyH!F7CGL~oYLPd~t~n-p z@(mEI7diK)Hf)N0hP}1Lpfe1ba1st)G~@)RfK-K)hiWzwaXdcZQ{7Egx$5LJXp$!S z5Wzu32L(Kbs^L;@GtMn_)5B4(!H5NvAvdR>JBtmjo%mXDU6~&L+y<$%55PVhurHQ) z23I`T*P@QDDl*5+a#IX^F0XG(K!6H7zb}xS4C25^#7yYiu2}YY3aabxU+?77Irsu< z(RR`9nBMn9;@Swwz5VagZEd@?y5VQsjUJ#^hEO$!H+cU2-J7#uw77mJb0ldu86g>| zoZWlz$4(ojXQE@ks)2aFa7&BwoAZ41EcRAbaEhNieTt;p_I!NoXAF!_wwz`)rO_H% z(7Gv8`*kuW4}fp5TKivLwG$WDECM%3)W1WABimA3SJTf(wHvA}+NrPmxES7iXV8v? zfA%n} zmUP9!w4Lbokto-e!8G}1l~!@;hgxlh){xuFV-6rVJRKzdEFh9k1_i=6Px=;2kyr?~ zDISKLtVe5VG>Uso$3u1gP1b+GwOax#BQ^FR zZ`@)jOPWO`Nd^S|S$?-GBLQ=VpZ>9Km~82TbM`1Y*`I(WJc_=IrCDbJ!SHZjnJ zZuuThE>_QyVi^n)D9%fyB$Vc>YN(R8ASG++g&1C>n(RyzZ=ZO}gh#@Og_o_|`(hK@G3)P$tFdv|z7sU=jJMVk%Q{TQl@}pMq z*VI;BgO0V$?~7m(qyV^HVcFLNssQNr^(7d-NrI+F6*D2(_zHz&$w#2_qA(GL5F8YdfF=*@I7}g(-^`47{AArV1Ya$53KZ_2DsFhznNTl|IB5{8nvi*E z&>yQa$?%|3?aAW>4e#Q8fTjY4-2YC1{JgaGYc9r%mTGg8|NZVT{o-uJ4LDtDdYWS< zfynNCPmD5%=pCw%rU(pAu|-F7D7<-K?%;!Mwwja?QJGv28))hP(YkO2se=tBnckg& zwJM@LHg}kyYX=u#wX(L-DT4a;6`e0{W;d(x>M}HJ=%T`FzV+wIv4uY z^u~pfq9SDgh{wfVl@$k!rqRoY24H~8*e-j={1{)?sNRp{xH#4!`OIIT(zN}5bAlXn zDRrjzI-VK!M(9qYa*d;GUY-uA3DBRLUbla23^&g0nCh=-k!&61aaqxPF5G>h^VvWh zWF5=ke`P2I(Snekbh)3V&)g7b!uHSU7te2P8Ee!f$AXBv1y@}TqIfED^qqLW!b>r- zYvlLZ+L4XS#M;D1OQ^35TsP5t$o-`9wL;qg)Z~RGN1Ilbw@fD&89yGmxpXQZ9G`|G z2aN{j(u`i1FhLR*wgiE@cHKiif$Fn9qVI;6K|01=nMO0@FWYk>wQM@wW)+AxNtjg5 zXwA4Ic^|{A(>&d$f1o`GAcTqsGT({$9h8JD2%OcW*^v>xAMaY!Vwbs^(qVaaMT2IV zFXt)j*fGAK2i$~4e-C7J? zhR*S-E}g?!`-P9!vEFmgH~rMM<5bao%S2o!EiYC%-$BPD1cq<1+&KUeTC^q#WiP^y zr(c?B?%weC%v)gHI6+!iHRcidBhX7hB*{c_$iM+i_mJUWrScO`Cu8&iY8Dx4vDL|g z-3cG!l}dXKP#tkpXK6OzCV^?O1wIZw;M;`Ba?I~##U^o2s4E1_Fn9M`4p~P85q%=} z7a)HgWyxU$>yIu;kR~AVk4y#nZ<~WZOF*tJ{MRC zf!EPuf!`N$Y!8g^Gzr-3NOAk}<|boeh|p&*YG6J20UbIbHP`BEl(-(9J%)9ByL20G zl_lH!`NtI=wKYT7Di}mH+CJO8Vb@8y{cLicynvW7$FP=g{U35MWQZdx&32^MjY$0c z2Cq#jA+&6VliRdzz3l4Ly}`jSDhwk*!rlMg9T*#bi)V$oRz|ndhxm0}yWv;q7C_Km zxQ{eY;x7luFfGdfjX?=z0id_dWZ%3k>g~pn2VgLF2wn=Y&$K$Fdi{t@;*^-z#f1C; zxA5C_Pk;+Ad7OYB+(lfjo6zVj2kjB%8G+>h`(~gPpj5okCV9Kez#1*Q&u%zMrnQc> zv-Lq;j>r6e(w6weM4Fe#(BCVO>8pb zIVF^7J3x3GnURp9j&viY*DcM3H= zY@NB{VfvdR{T%DjT~_Y59d2-457I`q4ZQe;5p2HU5#&{iUQ3spXqUEg`W5Njs{FP1ik!)%{ag1@pWUO>=Diy zWSI(tDRMbq<}?Wa%Q29=zUlA224?b`*v{lJ;z}O1^m5)v^SHXCqGb}sD1v!CO8<$! zeL(N1$@|YuQCP&*Pne0S{FQ%O{Bd7d>d{qomV<*BG20Jm!=yk?McCd8O9N>v9qCCJ zWxfkjVC3}j!h+`XokV?k=b{AAZjn#aNWXtyDsLKHleV^O%MH0LGFv4BB;Sp z4jYN?E}I3HkzNpDEcsK=Hzl2+4n_B6SKBNrv{<8^%CL0u$cq(~l_xfy;NxiQy61j-mm#@E^uQa3 zMVbu3@aKEZv^hc-GRJ;&&3(%K_3MYq2EQH}=^Ly|+Hj&Qhr~!n%q}EBW9-sIs9Vw| zePs|!6>Rlm4m+{}i3yvioZPzB|89Y1cj#tBW4w#<`zX)8rHbD72=$!SGu2M(eofo@ zu3P469D-CEHZ&uw_ju>L((mV^0^}ax!Uu+L7?h;aZa>LE;-xg%q!T1&GAO^*r+3l? z{DPa&=fLP#@Hv5HFx;{{bpi#CtnVfoOujRxRj)3tU+rH#Ev6l{_}384BZCcMIw060 z(e^tv^u%FPMRHM3RD1KF!*0Q$atRn3z={CG26TB4uD}E$z|eCnI^zjMGNOc52cc;D zw_gIYKQqH2t_i|B)t$XDu=&|fZ)&S@@n0-*-shpw&ZXHxJ;N=5GfHCgV#7{Ef9&l4 zd}ICIQJedGaBDg#XY!Po&Rq*G&R1`_T-~hIlomk`i~s)ZQn~5Kk>H>~W4~lp{QUIZ zxop$#*$c|no?UyxebcmSYrcx*m{|)+k#kPdUHI{wh<@yl2xO2}hXDw>?hi8teYuV` z8$swq(qtmfHpevo?+M{hy7L$*0TT0{9E+2rIZxjz*u`4EkOFS2)*B4A^N$|h#C%hcc)ks4lJ?prqJ^{+YtpRcy6NW0Mq zFK5eK{ErdVQVmkwwcoa^Hq=(buSeZde8LdSq`Z9Dmeg?vZ&qAs!9D$}-YZvOgG+&2%?SNgS-UU6T-r{%0=krT5I74Q3t&HKUecgu1pxY+~Y z2<5AuR|y9uH-mgY`z2~<<~sMg>oZ1Kh(1Hil94p@b9vBOU?QqXf7Eldg6r-F+Q+kS zR9S>t9Xf2Yi?@#gg^Yg3Wl^KJ^3@JmZL)g#axHo5k%!L@eJoi~bMIAE+Y)fk%4xquJXSKU1Reqcs} zc`mQQie+gYSNO+*6>RjN-nU;|0vyc<)nla>U#=aTt>gYh#_f%$hbSk+FFD(Vh71*IQul;-NSez-8u5l_3>X!EvK{HviSr8rs(6r`b07Z7IxA_ zVNk?wfrmBE^)G380Hh-fjh8D^FQqUDPJqEoom(J>v)>Nb;=B-dZD& zgVOpIt?0s7Kv8n{Ysnx=&1t$Z81CejWZzSJW|nam+6!LLNF0LAExn;dB=-2z zcwFC(fa=O-GmHKrWR1>=BodhR*}t;;deALAiidR>8*g_MpHf`OL=oHk`uR59R{lKT zdv|u8G#HdOqt(P(xg_s~F+C4mG>q?~JH6aj-1t%z_8KHK=s^SuPpH<$upw^O#{Qcs zQUxDv*U%NA-H{NYUJ~tx5=RDL%C#Rk5h!68DC#`t;-p)owZ6&CBcU^PV%FQGE?)|8| z)||A}XO)W+N5E)RNef8l?a=RO2xzw*z@4Q%1q&`_y)iXhAmiKMu4n9I_oFhzi}<&D z-qd#+-Yg`@{_o$vX?b}a$!Z%5kN(lZdBqR;TILzn6{>qB^w%3Yw0cXuu&FM(*PDE~ zN~f(vn47(G+8&G3Gw!bV_^@3srY%GXx@uLT-b$6KinkSRxA-IwIO`U6Jk(k;16osL zx6wZ)5Q?SSry?+=Wq`d6kT#QGavAc>DA|bfxwPlIHau5aN)qx4U+Df8W$l7ySkJgQ_6xx=!#~{|#%yQ-S_&!SGDvX1JgL^g!;mJ3bRd-abqL#;Y zQbzw+>IF2E)A7)9#Bx$!5sqp$J$U>T(NCMu#NIO!lzp_z6W0DdTnou0BcYftS(XjZ zc#`FC`5;w0pot0^LwK7g-jWgPGob>fE>sKovF1syzw2jx6|L`?Eq4-vnqzV0tEQ-^ zD5rwKB_1sX^49ZlPD;K3MJZ-O5`eO~hQzhK?~0BcDwK zKH93J*%bWXFFTt{q{aZhPx7*=a!16?<#$r49s|R7{P@ur!(K!Y2Tz_Zv)(gDukPVM zvua*%P`#-@h2jRv4XC<^99(<|+IYR_+P{BGt`6u^nqNb;IQ3(FJ3To)diTwt(^EqK zH2w01Sk?r|R>yO|xh;g_WuFK)Q#$l22;2YmOBowioF5Llk7T~M@Rzt+dDd1$=wFMo zv%T84bLa2XUFx5669iJs4d^bT+wd+cJFC{C4Qy)a&@(U6Ov%#HQg~86*hUvbnmhKN zvF)0WaoACJs|T-1t{U|TQ41?KM5DO0I6 zggv?%o|t%&6Xd!Y8yN+zn(8%R`M8g7LSC%E6~zo`$YrH6a9m1YfwsDg+%A6bncDLP zEykRlIkk0OyN4(;6xw3-!+8-GLhUY^XP9I@dUOYDCea6cQGe=(!-v^2#Cc+G$o>(i z4+@FNcfc9QW8af4d!EvTp+lu&neB2udgX!-PMtehV{b z(@!vF&_Y>}yRET${&g-Bwx|TK^T4kiUB_bxa_G<@*I$$4?ZnwjkWrM~ij*(pQ}Y(e z8<`1+UQ;x65-Wyi!tkxGaJuk!4NMEbrbeiPj2!_rVyvP{qsu=|4Jm+BG8gfp+$=J{uk<|NUm1 zH+*761yS)mE}bJuwsjk!=Xm5;NHu1+XcM9ZbI3!XWEQxJpRqie%TyVQXrM zX8u?+>8(=^sc%8V>g8rB3xW7Tsy-^&SwIMv0^#8%^TQSLi32$ zHa&ebn05J&-jR#UkFgMipqAHgn|0!=br5%MdZA+xEsgv95*GG)hl7+qOnP7~7llNv9&bD4(H zAE6TdIZX_%MfVDR0?e+25ieTA@5^I`!syE~0^|=B_xo%(E30QDcg;Od#OG7Rk57l( z9?vFUmEHS$&-9lKVCV(KCZNru1@|T}q5w?!pV#h&%h$D7;CN{8(`Ez^P*`)&VWfWF z*$uVq-*}C~GWNm`pIcitn}KrM4u|Ep0QFD$oEr2$))G6C)edOMST4Auh#(an)b!yl zGX&v3XT-I4hz)}{PHFe=2d&+`_(`N9D_7$Z)f9ujQx@D{g1kORF!w` z>p5>>ZchDWZrj*h#Mxiod*_40aVUKoDRt;Oc6I7-S@_wHjzugi&+1=jIF4&$!akQ9OrVhM=#4G6G#mQf<>@abuKj^3F*U}rS_z2w z4u>!hSbO>R#cNK}X`*o4cQ!mZ{l@e|-unLYU+vcobIPPcnu}6}^&KH~@$h%lWWJ=; zHqkC`D=-xCM#L$$*Y>-y~@C}waAm6=v&;9wG z9+U?%ord>Yo@d=AiD9m9F88N6ShuEuLZ4iYvMUY+j9{3y)*i}O17jHi`7(COlf}-l z0fsCa=dEE-4tqyOyn6&+;#rFW_65i3Beycc13*zuOqLuWgo9XdkPmbW3~WO_t;W$6 zfT%Uil?AAb4E5C%kEn}XFh{i&jlI=t!g!~oN_&L36Ms&{%yRif(=jp3) z6DIg;tBUy7!NEa9)5M)^gA@6WA2Mb4CH+@b*N`LKKj+`Iyyw264t--9Q~hh-I=>i1 z_e>F3Q&W*?b1K8&2dX1kjipfNb%!4P9N>P(Rq=C@O(;ius^93lROQj4tuO903u~7} zvT(>w9$?Hg+ItTEbOucO?nwfmUvqNIGMzqsCKRo$(MoM-r+@Nb)<&|YSax&CM^pmZ zc~PiSzh2gQP=Tkxd!(BG-LPdHhpez1x4D48fkR=e+KMQIKl5}KGMnZ{0qyk zXHUJi8Za+UnGpq9cUnjtR-Lgk_LF8#wjJ`~dkn%=Ij`jNle>ii!}5N zdxfR@ir!G*e%h*U#<*Y#*9l_k^dP+lx^p~phVR2(hfYo8^Z4AeID>5V!Tj16WA6b4 z-zX>T?E92YiE}y<~wi&DdLFw&1+vlvZBbc{E!m5I@4)}Yp;P( zRLFc23L1EQ;jhWLg4DBG$7IR%@nr7J{3c=E0ItP-4}LOyh)CsPCf^?yi?n$c?wM5P z@E+n=hpEke&owv{AnTgT)V;!Or$If{aWcQ1T=#FONR?@rM3M-g1#R)@Qcf>5GK~d* z4NC^aRP4uMo>l9nn*me6yD;C|3(*@3jZxN-G~D14qc&qHWvs zj4m@iy3rHLbrLk5{#_LRFU+UJ+M=$p1dZ}|u4l8)!!CLArg*OvAS!($7Nk1Uk>I7V zWkJEY1=68&&4#T^(k-*naP5SugYep@Q6m`$@d;!Q@Lon=)?_knc59%6{)5tMo^>~$ z7l#enJmrf*h)ag-qDC?(FU7hybnxtWEgBcM)`vyx$(+Sc`}*BCHEe{i0t#{G@roGqS4%(R&b;Y z8h%(mVNs4duM?`W&?oevnQT%65VaiIMY>4zZ(w}uGMrRYRB(E*%)U9R!YJo^+_l-G z*F4chcu4gAuPQT9$TVDdK%v*lFf_c>NX^VzT=t!mH$>n*I=WL$wfmLYN0zQOjkl9c zW>^{)HtT<_6LzMJ&}W5zSPddCdOr$f+j;HP)Y8WNHK=@ty*fp(z1bZSolDVtq2!E;B+L9O%#j^-QD2 zP&!gSC0%Wr)4*`k8Q$gPygZQU{+nyofmeYw$S5)xtJTJh*GtwRqOsy2mec&ZT`Sfy zTBd*;|9NTny|LCZD?|f$diIU>pc;3HE#HgotC<{pTI6!ASf;cAM>f{zzq>5!gTw=J zhSzqwAE79&PdNoD*SwaYU)jF8D>w|i{ri{p*3$=D4T`GoMO2gEuzzpyhY!-2avgCe zcpvzG$p?%XfL!DA9`DQ|YwPtGP*) z0(P{_@t<)$-Aq+gwibOa^Q`M2Vt05_bmZGX`GUs!zfN4JM8!UP!ri=UBx@N8%slrA zT@s4TyKVNqG%m*e5OVDOEED(WmKUfxTeL*(3T3hj{c3rWXgZH2;w#g6=+LWAHGTkR zr6T_kQM!3nq48@Y30#VV3Ht;og_VY&MIs5wMu89VsUwHgA;;YSU8g z5BGXuzq_N}%*Z4Co%~B` zu35*;O$uuWfWgS)^5N$=JO$|PYubjz1ok?4$MWi{GIeD1+|g-=7T?v)p{^HQGsolJ zz=4W_kiZq&{|!y9BsMc9Ru#PyPXK}Vjvn<@RB90DlK@opMBglz=^_biJNjdxB11ai zGt%zvA+2GgSJB@cl9DX^ewNCs4OMJ(0Xrx(D=!Ui108`v+$*pj5dx!W<+AG)%^)r6 zU2&N0WGwrLveqa(@R{wSJ(trePOTJtLTaFbtJu(slK~X+ak65V_3+Zk%fzso(yAag zCNyeB^$hjZ)|<2PmIbuC{J@?CjR$ zj0m=St{b?UR_V6PHX&o1{d*;wV#LG;(&kvYpfl#+^dy1=~T}3 zqfhYQNABJf3X(h;zc1@cH6%d&S+m~i&z$jM{-0;BC(NI(%LD4iyt|C$LUAzIEAA<< z#dBtWM-DxF<#cz$=^&&q5;uW`{|sTR zZxaq_*^SDMb*F)L7`<#`{ZNq&p(b8H%ltxwqFzk$vB$9?KYSa;P2ZvA+3}{oSFh^D zalD4rJ4L^T!Y-G&*Y(2M&zd^iN!GI=jJAwvzGzWnluHCtnx*Z)VukqD6y^?HePhFH z=-nLyx>L-lP&*2~NzfAqYFR`Et#ZNKE8$CjPC;Ixuk}kBf2OF!%Sv?o#Q2d!eOY3T z@T^>+pN(C|i*yF@XD)=!QtSD;Pjb^k`JtIQbAzv711vCr917;n#ZSFLVX$%8M3X=N zZ6$>tq9Dc#FNpJN!B`5mWUUuB4tYC;=0SA2R7j1P{$p08BKfR+QX{GA9m2k5l$MM% zR8UY;9Ajx_YtUiF?qX)#9Qs-ZlV&Vh__a?CP!wR0vgciJ&MQaYht*G;A$*q#hdD69 zCsFr@g3^T?L~52Vro8Y~Tco*Z#)z0R>3#co&cjAGI-#^w`IBPy5VPtRS^piXf6{-a zvpGYEXCbOTf0mgC(Lcj?Ed4NB?PckkL-wD0Q&`iJ6BnH4&llaQ5kjxb?I#1Fy|j&t zs$#CjkFN1Rk0JtVI!u_^0z%3Id_T*v|tUW7zdgfT)J8W!qo-Lv@c9Hef3wD zu_auMxiYsXKg9bI?s3}7CdY>L>Tv9M*#U7AVYH4`K{f=V@(E)0wjJ>C7C=Yc35Nqw z1`1;)3Jq=5wk8`dk6!fVe;3P_Tn5G}VFZT0ZQa7jU{2zm0+0isL{Y5MwW~79I2piy zx8G%e7&6v`c_oaw@$ptm1!0|tPrUV)ER7)t39djtc=Jic>^)k)%iisR$+|vu%}G5Y zY|3@&cdxBiy0u2c)F3wcy-v;d`3Y`}_WhKa&(9CB<9E;I-$x&p6#9`jE35JVpz_?h zPx^3eXLh%)#(_gP62yJAa}Pui3_u0wecJGR@VeE|TK^&0xJ6;L)3f?DPlCd27q2Vt zPh50DFE$s8^J@2gLx&XhG~Z7MvB>(Ac4w)`_-m*|gqA8$TkQ;cbxicGE$o!=i?decm@6`-W+ z=kkAV-&R~*Teef^tzV@%v`X_ryA4<0kx8Wq4|(?7e@8(YJUn9%>$W#=_2Ppn>SgF( zW6YU9`Z%LayI$ImIM*9x7IUKwAGH26@Rhddj5UpWPPC1+6=Z`4x9msJnDB<5m^>m% zc81ZXe@UaPq6&MsI$&qV;Sah8ji{~aA_sy2_EdNsAMKQ9&w_Wg{QngMv>W_?f`EJX z)PH+&EShu}wEdluL`sq=hTTnKCO3qVk*2UZ{EXi8&aVoFOkNiK+edA+)#j+Ugwnw? zc86;vZ@lj`)#oQYLaV;Q5O$cmFng)-(hH*K$3XSgG_RhYXB){bJ|8deqddnk_VLvl zMAHFWd&c34&V!+UNJJj(#4`#3oec9;G*o<+DgILH))|$pNXK*{k>>b}c`dV01fVXKg?cfkcclV6d8xI7or}U6HeIx{t)H^a?0}%XY z;9e}d2xZHce|zvGyZfmfch$k;Uoyo^`5;s$qKNP-dqYB$&01iX&?mQ;VJ9|}y>I7& zLW!!J%my2Q992^HdAMb%&hdjTP#bM`cZNw9)?O*WEnnA6zzAh+uG8y;<>`p;!AvwnSVKixfQJXwnv+4&mLCNMlK?@7NTAH;=nm{{9 z;H(S2@5~CW+HcR+e;B=H-A*)?Gwki3631PEXS(js7}G*I{wu3##`-pBszbu7oniHQ zOtuMYRFu7_qDFP>*zuU%DSj&9(xvX9W32#tj**aMi5d7w7OJiETeo~d#&&yqW5a%4 zGaPCb%*}oNC3?a8k00-(*fh1YR0s@Ar<7B*bx;m}?nXuex6;+e)SxHOZg?nzsokG8N?-+XC-Bh?OL;p=6qQ%fP?M3DS0g}Zv zT8J_*kwjyEVSZCXx9mXRp^@OKA%_o-C$zNI)Ev*pj4sQmnU&*a$X>F|OLBHRLZ-~f z|3DNpottVJ?S>7%|L9Ttt-p6s_VYg$ax@KSkJ__8uU*@=|1CZPU&+SkN=Ikw_U&DH z4D1Vw0%K;S?k#zz#6L@>1CQB+TLjV{V>lrQiOH*fu%#7_amhFTW(9(`IeN zGPRrdOqP~4Yp0yb;h3Z|Cc#_lVQ3gixy*Jt+4i;?*L!)2B(h@|e2k6R>pWn_mdreg zjr$mX$su7pD4K?WI_W6-H~hG}0Kv+}G~@#EOlcZ7A7&6JjHJvd80mb1p#Q_uJx_%w z&;&f^C}r?d45mIowydi7X#L>Pqi(p1*fZ8(xHPXO{*w6RBF|wBXWoXg;kDrkrt$Vk zI=s1RTxvcsxNE>nnLXgdqlgg^^iZSVKcgw{D%N`2$LnJMF9#N1-3OVO-FasEJ$iJG znLGv^1goM)F^3k3nalSI08*5aIzw3iyCooiyE|7d=kB2%a+4Ee)xH^AgRZF=K-iVj$#|QzC2%% z-aQK)kSoIRM8f1%rY!$dSMNoQ&~kWX2m3@sjZUbXP1*Kt=iB7aw~a%|0OJX*dupgVgY3;3&An02?V0!H;N4%! zH9;}lo*rwswx0gVNbu)59~O?W6+4?Ap<`tpHpw;1$9N}a!+Gh_i3GPOgiKQyxm^6_ z@}3Fd!^Xh49+x>7;_oMbIwDRFrYk8^(%-x}%%~06l0_n(58tvmv{~Glbk0;@AkA{n z$%mb@n>e=$9dediqO;(KOT<9XoNo`uhSXPmWr@#Fcs4#4Iy&<4c&L*=i%Mki51VA4 z@YlN1O-Xdw%>e+PqVSEDZH7Sh>G$phaPZP$F=%70Vd-?KXiXG1@{}9;m@+P4X&Hi9 zu!I3jZ*+97(q=%YY_PN}VsMR1{qtR2?S3R*6ZJ#4-mEU|>Gt-j;am1mO)TPs;}UTg z`IXg+shblXtjnrjpX1M&aM%)j=m+}Fy_k6Nw*XQaK)EpV9!Yf*hTwA({D!5iM$vTU z_~jVe>Q4>5ceuUA!wClSOQHz(j*0}$|CDPTA+3e1T2dR14JD`phy@{(vT)WKtL90 zDo`mMKybn$ln7%j8p^7yN-6Zb(V2e#^L@#e_wGCQ+;i_C#)1Gp<5N@K2q@!NPM9fh z4%L&+osS>;!cd9^G;tUfsm3NEpx%Yn1P{RP%aHY0pf?H%X>Z)5J}JmXfR%;$2uid` z5JyBrp^aZKY}Vq)k-`=oGJG8?lnSngI46RE$-_X2{TkU>&~CVaH7Q3&Ka6+vuvK!Q za6!t$M(IK4M$LH)w@62#Xyw=_FTEfP#gHU;f$(L?W~htGpBJdVC!~+!0z^(_U^NtG zj#fi_yltW_%Xk8wDjNZdjJJUXzy*j*34?dcLkl+TC`LC3dQV<5&)K_9Qr~c8(M7)( z4?E5IEr_mK-EdX~vuD3jeUfY^QMacIfu#m{v+&(se~BGB$Ee>7>mp9Q$1?YgL(ek! zT_XFys>63_g$@}+X>a$BXb&NpJZv76VYLX61rVB(mv;#b<3mly=RN9^OP!MisCOEJ zvBF}mx;q|N>u$&^KRq@@56lggTD`?=sarV|-~%_&7UCccco~I_lcpZg$LcXa%!20o zO*;Gx`U!oH>N*(*2^pOZMLswkG9XF2P3w_$k1hn++s6dFGAF zV1%0emY0s-)`6-+*MA7!)0)BmG%*os;sapm2q!~y4axf*m^{T~pw>V zj!;RmI7-1*V{qqZk;b0jN7{G>>WK@%ZM=5K@zNy!88;0l)4k^AK8V}-M>YR>^61eu zOdO+w*egffhRtH>&W!$Chye3?okCl+oVKe!Rq409l2GWu$Y=W%Wn!p>o*s-ya=pq$ z7}scG+27`cb~*f&x_U~`b-mZrSkoASNleD03tHf_E&w0NFwe_{Kw?87vVA6?ayPq5 z8y3}bV$hD^m=;375qJg;B1DPO9hQ0~2s~a)rnyKR(c&Ydmf@u+7vvmJ&^uINtty;mdHMkkT8t!|Zl0$ELkmY`?*SzETx6WQ>ET=qZ*)bHNa6z~cMup+ za*QW}FqWjM&}VT`ts@~EouXOv^P!cpuQ&Az6bs0_!J&nacyuG(LdPoCsAa9GZ8>ptR-c;zc5$#_;L|d5UOiD*>t-MPhv(jH~%xE5Qnwz^N zDbkNan~ymaT|ERDYQrZ9!IAu8H1%45lE?4Qnn-Nz1NKE~=J#g}wQg;gKQFoR!P^DC z%f75i^WF2rlpo0BwzE!ldIoO)j6N_kn^-MuzJ8Q#2xKEd^5ex|7(?zgzp{e4i3i6R zwT?IjX=0~X#osF#;hDDLr|C4_z}?$K{76Najri)Os(tgX9s_Zz3|0pgsVZK?)IC69Qi^^GYRm{#_-UAD zd0RHbO!H6M0f0Iouh?TZwhN88G%RLgoJgz4;Oe_N4AI*lLQxkMWGPDrEy(lt%*XRd zqKM1J)yK}lfb++MO1t|`*hY=Z3sr|IHdDyGPZkz@kxjQT>0uoz*LRzoKS?Z_3(A9?3;G6FfLS{pefxjpE$Pcyrmp?>=W2uU`0#({1V2h2PZaRc2!OYHrB2gFGH*JD^uqP_Rg!-k5y4$wbvrv{3C`6z(P8>`$BQJEt0SFXDmzMi1}7Xw zHf`C$tfi$TG(R&^O4Gqr#PdZhFjTKBFh(^kCL|* zzPrkLChyIgH!-rI#q{~6nsRb-sfN|8mV-@=EFT5W%}$L~jyF3ce(~cI5ZFwiJXuF( zRl%E=!mgK+Re1EvclXz4NH=C%D@V(Pw|8|#9x<-d@2^Xvsh#;xYsOiOVJ4iWw%2qhI)%+iik!47Ei>MKNyOy@~lX`-AL5u6*(RSXL(O#im?S^l)3p z&!5pX@oM!N=99yhZS3suPW`!=Nh^nxD_=Z{bieu^Grwv)SzX{OV4a|vel_~gWbCPmezuiEwVnHS_t#L{xydfYaPciTLafElik_NyzjWhz@4>9j%ccIu4oS*O zAD?WO)Ua+TShSXw`{b!pr-p}zYUv269YI%8ihToE2c7E}* zuCz>l_39OmaUIWH7nc}?XgOA;xaX|O330fWY{!o`>CEIgOmE)4JzCt0^<#a#+IWMx zdtJJ5?0A!1nMnhtO;x^=Q+1TAu%n~n@W_aKTd^Cj!_=r>lR?_$lC5Js)e?ATVopxZ z=8YRe7=>NBaRxSzGZJQ9cRAjWAIB25rV(ASh;lN|A{C>a7sp|Q`i<`G@jY!bQj=A*FgWrB4Nhwa{C0E|WX*T5q zh4+u?=?9)_(T9F~w%-W1&$ci5{bE&1-Xs5&7rw=0l&we7w;X7=fHfems_JXiUl%U+Y@fl0CyeRIp`z~Ietv$csroO2gLj8VM&h<> z7P_ph#98o~HsvfX8gF&oWjNIGX86~yuNU2gB3fFsXGbfgZRcml)66==9Y((Jt)ihx z&yG-vS7lX<@x%v}gYB@m_jBX^COq}`ze?w#gMW|dct0hW)~6dsxVpMtcy&o^B%|3e zB`q>C(hsZK@_8>N`IX7xjxPvN0;AhqbkdD#OB0Oyz9mQK&_)CW1-&+^<#aXDbQn{t zHShV$CK zbLUmfJp1phfqJF>$+Oc~ou6YAV||YwKi=uGc1K?^y@1u{HLF$~D)C~|yK?0U|7Y{~ zM~~K2mXwslT}ZhSIJja#y@hdf zt?w*S13L_SV*?U0>f86r8NjPgG44U%rl^YJS>jUK&d*d53a> z`mx-J9}oGj|2Px){%3+^-?xL8FJEp{pie?XHo_$tehs<%wy>~&YHIXnDCQ7(PW=3N zPfxpcE>2FVMT-{E9lr9YabkKfUu(%9YYq(M#%HG@vJ5vQTaHbiupUqkIN_w}G(X); zUnA!6$%o5y+@a%>*GNut`AcDDF+4wSLfecxIf^3~VaXxP`D+Pgxbxb)%MjOXwepFi-w^{GMqFIH0yok4 z{ZyRe>{#vM{YJh=jD7X&9&Y7mZ)>|Ku^wy6sH-%<_Gh?HRi1;LScS5dLpWA!Z){?o z2b0?L*l2I9bY-Npasa<&RiyMTq}XVikxo|GkUNc;VPQ;SuPxt(goe_0ChsfzJ?`r8v&o8h?LP^m4u`TK-dMY0cd1^cFfg!&*H_xj=r)n3KO2Q=A1J67=?=R%pE8 zncj5ncoQ27pUtJQ?|MPe%88o8V`GZ0H1rB-hKgI*l+JH`D1rqwHPxHw_2R{a7CW`U z>m2LWtxGek7XS6@7r%MuBV^#PzP_tM6D_x~PQ5>Qu|*JaBjSDbi(;S#0#l zlO;wj{K1v7!1$G$_UXU9v(n7kTG@wFgU4q0l4887qMS*Hh{skgP5(i47oGOkCHoVv zdzi$Wdu{n8u~FyJWn*axiIg2d&2}%e>>Rgpsz+rs*-8Z258p3-OwT4Z{QI|3qGs+W z5J2qJ@2{-J*R5KW)#`6xU|?7gcAtixKMa}P0700;->G&2I7Nt{*OPftfr2mertfds&-Bs6T24X1GbcAU&A9$Zb=-wYlbOW) zxfuL66*1tDd*&_DP?TkF4GUtj-w|VvjEs!<6}FhNV@2Dv4zRIF?BFv|Xw0%y%(D2o zqp1wI;#-mq-I1%$rGk#fzk7FvLnZ0t!);tOfkJkvdSwhYwzhSeBbdsg-J$MHRYqCf zyb0!ArCTQGdS~MY-=xJ!*QGoj86WrYoTrWlPK?*8PsNR1KnbCx8bOjruXN{^pc7iS zj}`cnse|E!mswDa3cyfr>Ezt>V7*nUhTSDz78Wu2NGT4PtH_v7bZEt;r8Blna2@Ei zlZiP0!Y_-4LTT7uMR5CM9cD16dS**`9%h)B95Row@rn7F6s)YaCpn)!eoU^un5B`B zaNFz2lVD8ckCl~`HP!i&=X`Xv+J^lP7xlX^s2|I2`V9jdinwPnVqy+o0s#Ra>eu zOts=Kq?}cZRZ`T|4MAdOo=uk0vj0`Iwrg^-D~MT4$nLjAclL{SdRXC?d^>||P2)s2 z$0|gdRn}q+ycH!}rk#z0LlW^a#R%!n@A%xr#bryEMqv=se`6Z=Mg}>)>Zf>^xfcUC z8Vxq(W{l}8;nEdD&aC9n%2T)d-IpvOcfozN)N}4P1Jk`9KYgk|Qr}sZsQx+xckCng z8a1~_lg6xQAPU>@M(YvDQYL2RpTiv`d^w3os94xBK~8hut=b39A|-|U@*1%oJSZ#S z!F%97QMyGBmgViDP%_Prp1!x^6RzwDqwwZkyAo4Vd4Qor zE$_UB2Z0p4Mq4EA7ot+WO8E%{`@!|4e%3i8;?%cf?rT7>v$4QZafq_-4 zSC^PSj_sAw$g&Val9EN}*-S?lgZ06>cdxKfZ9+A`Z&kb+Uw!EzYinzVsh^QO-;zTa zY}z-ZUHvWxuH*xn^LXd6ka)EW)?>#m?3eO?;_hCyR;#3N-HAA?KY}jZ1&7bw)SL$l ztbQrHTl))Lwsy*Zf0cR)p@(rVXRu&_vrNya-9JD1SYHI+(;&0#i5qY zUKYuvNz(4BwQCh~ZO0T6HHDTfU)~G&REd#Jc(z{}BcPLh`q#~yH>cX4Nms=xbEO&8 zN(Bg5E8+d4^``khvj_7?YPTF}IVD!%yl4rJK?T#=UB}fCgfS?-G&_$5W6nn-GXPPZ zx>*yB8$2~sxNZy3f0ku$4AyguW^PsjW}v6%X5)rTSwaRJXMTxh_x|p$kHob6&U|SR z#o0(_`Bsx|a4lt|-!y~DeIx-+47K(E*4=zixtKCnNANT9Jm%qF)=Zci?_0?1UoxZkdN$WmeuzHD}(0shWlvB+1h4x zetr>(7o-KO2NXijy74&8+1JbWn_NOrH#0X+Vg6%vh(TpUU6y6+)bIXSoOJH&@A@gs z@~T9w6UL2MijuxO$vd>tuU;^2%DDhwQjTD|dB=`ee1}m@+=ZUn#GtSfhL<&@F&bMo zZ3+d?HUbd$J#_g2W^@EH8!O-qW_|LG=5UE^#`WovgsWmL@gjwBXk;mvn3&jhcqw0P zBN-4&uIH&JgDhfGlf$?M{V}sM;547Cmn%62Jp*7fKz1PCnKwNkkUKq)O{Rkd?l}mQ z=wZE5i_Bu*-47o<%4sE9Q5W}TKbyX_Lr%AD-5N!3tFJ!3h_aa;(OnL(kmp* zo+!t|tZ)gR9-#ZLSPB93P`ol}HmZn}gHDr_WZ6?C7B22Z*fS11veWOyi)bHBTQMjI zWKH_=nI<4@b_k5)iE2>PTo5@MhL5;pKIC&-I&N*}ebRw(h=*G~3DNPH#3dzh1GSjj z{wms5ooi5NXO6a3<4sA+FsGeo}Srzdod&AzrVWN&#*u6 z*|SiDwjQL5slJr5Rij~hFftU1bNx;BGaK3=SAf8Zzj8V=k><^QVGm;8S_Z*yHJu$D z;mBO7SXTVDqfzm*0Cv^DF{%1r_jo8%kI?e?$BI^stAM+ZVO(ZrX8P*l-J5X58LSFX z!G*5tdVy#VBi+S)IE{CVgB|hjJnR{UiK&l?gs|XYZ*RY9T!ebC0b3s~tr`e4Rmm4c zv-8ztEuIu)JtPzuOUYb6BmF{Tekh=E6|0Vb-B5@#7g{ zKN+|64lS?QL;V@j{S6srYJAXi+HSMRx|MO+&v8kI4j-nkJACNS)mbMO-bG5;R>qh` zb3Z2*FJ5f&b1LMP<%c5vnVV_<^s`-;ey%`u;pb+dntV~&Q5m;sP9^ZA`h#y`$<=x& zkLNgiSe}Gjq~0x?H(N-Iye}>` zgkr*!Nd4Nodjtj5*_7gfy}xTX)2oP7J=%WQ)7$%sz@ALqqE+ExVdp$tXy{qNCwYzQ z6d-2QAYEaVvJec8)Sw6r10cQs^APj>ceV36^k&I4PTCy*^z*ff>xrbT3qK3AT%kGs z?Av{9S}{TWg6q0n-b~wF7{wrTx#%1~wuL_CVP>r^A|hgdTMZ(rh~>xYICI0YyS!Dp z*$z^WVO7-Abkk<3Q)kFUoP60fSRUezvsW-PGrL)AV`F3RUvUe z`X$S`4dWzcVRWsJ9-?IC{U~}Eis?Wy;Wh0(P#Yv=eB8iBmQpgCiB(eNu3%5{T7r z%`xiNfAA^#PQ6|DtG1AaeY5Ya&DWQcms-j~?oBt|Ub=Oa&293C2yxxbOwpZ@IASAg1Srp=nr*s38Q1kg*} zJOdoska=DF+&LK)mFLt5M{(Zcx^%0$5|ZTH;qepVCD$5t?H4sIqT6|J!uy%Z))F^9 z;RLOGO~j|%@afE3!mcz#CVX)3UU}d5lo5J8+G6@gJyRsXLJav5D5SPw!v>mJ7oBf; z)N{?)wGtPo=CG<2N{pxX(|tj7$A>uv)K+Y0@|Eb~V(E`etxp&J%>Af$;AjklW8>HE zDHomzPBPm8%|<{sj)n?qeJF16N3KqSH(OgQu3V^1hu~B2kk*i6)YAILT5amOV-b)~q zLY%6Mk`46?3=HgYc+4OagD@6@DMUyx4neM@nkSEVT2~b2b-b_myH8gY$>K1$1^TaU-{|62olJg*vclPr{M~$ryi*&xk8<}IV zikv;$(_}a31q?-41F(kpCx^1R$ucKaCZ;n@O-(Us83{-U9;SlVuV04_5`f?al_Qkj zvZs5jR!dn)N$IBMIx=uGTauToo_H9o{`%GNiIyc}1C469Wz~=;IUrSuRhX9vMb1u- zv!T?Gps55+O;=Z!oGH52F0%C~RVK+XIo(Hz7XgxW1H-4-n*bxaZ#g7fQ#=P^h?6qr2M7RZPWoBk(VPz$nh-$V~e18fVTneNU z_5u;WlIPE#3%W-W;TL%Jl|yrip7iYOpi?b$uFYGvg!47s5XSte7Tx6#29VCi%KGWZ z5k|&S2M-=J{QfE&;sysowpugh8ZYJpVfuqPBafL_pe-PXD?u$L>buZn`!lQL%@$o1 z)rlo!?12tnF(<9Ey;Q*?Ns0~IIMvHBi2a5!(5ufu5e*Bp?O~aPT1az05t&&ZG?>ht z_;{^+#|IA|RswodXIl^UHVN$6b2`GHZlem(^khCO;mH~hLLT$Z^J;1Uq6E(nDgz}K zYG5jJ1vxOGg{HY<-p6N06Rvar)bnVOu{Y~3cSpJoOAgOpjgWYOP+Op8pb?(&yb zAKAogJ74HAbqw^dUPXSb3=@0SR|jsvhGjt%Oz^C<`eijJA1KDD$YMCsv#&r5LHI65 z(L~=T$0O|E#o`0p+~uvgBsDmP+@e=Gz>_hx`E9nF4lT4f&Y>GzTwEOLnKHQ28mONL zBcnefgL(q(29kI9czQBHXTyCuP}VLB3`w-2swxFS#+vO%+?b*1w2bCM;d+ry4OP4MC&Rh#E zF${bt_WX-O=>cZ7!=s~Bz=Wnoq!#QP+eTvSMsf|kEO$O=L4Q;P!Nt6fhLjC*al7z2 zkO`}RfIwMDw~~uaH)I|Hko%WA$;imOEOJPRyW0uT-Uq6VP~yBkq?V(pud}=6pwirF z4f4_oV7Im&@BKXsEhBv}{(d@OJxO+xO}(~hsAXaZ??tX}62knLxhwgc`xFT{@)3_5 zCt8>1PImgyTom^_@Di89vLDKDA|y$WZ;7eBt>&ZMUl+f>ZuzRiFr#<=mdYj}C;%T) z=0RDk+8)sL_JXhHwob3WS5QPYtYmNDG6cM`1=j~V<(LJzj=7K$0i`h(q58X<5fpIH zzQ|opGs!1M()GWd_85iEw^`r*qX)BP`-cs#zwzCOMfYm|i-ubx;<5YmksnSz3XsoHNALo&1A4^8{a z3vd?lj%RjuHYTExPdhDio3Mtr9W?>s%Go!55m`caIuD8nLFlC12AXp8QNER)61brb58rXFNp4?|?n@LiIZaz7Ou-|2WR# z0J%>Fc#m1^>C>nDX6^SPq=OPjX~4q*bt$9a_K&1o$_oZd^fWn>))68P<9-nhgXC!- z6;gg9^}{1qzXg+OFD9M`b!lkksF0!_A^fDCU|19P0&;q)^&o)_%2{R|4>%GCGXuYu zC1v1uo1~*qi>%ABNgReGbDW1-w$1c|8<^Ndn~Q`&1a|e;upLtle?sya$hA)d3>Y6SfW+ z!kbGg0eNcKvSmL(2o;<29Qr#A0K7?=5rf|SkSnhowdRh&!9=K)1~U`CtS;80mX6CZ zz$zs5OAy5>h+`ZW_{6*^!@#>mC#Jghy3rmy4XrNx$B!ROVnF+~lG=n^Aahn5CFVxp zBn?2~$V#0W>y3eF_I+6Z{^Cbz-=gN&-*zVlZiK^to?k_c$_lF)LXd=WWur0_Y5DM zPheoe{O4KsibLw-*P|9taps4u>y{6kT{gR&*l}v#3|^yBfLA1XyxDNO|8eYVIz-+- zsq*GSB;@^#tj$Gs?mk9cu^*%X3~=3^-kn+dt*_Y;R&w9X?Q-uva!SGFDtzZv+}DS6 zzd9;Fp1`BU_WyTBOhW)YL~d#=RNzNSpfoyOGubo9XN1_ zDM?0O_u@sUbG8!Zm#$nvu%135Vln;t_3MwQY<}0-tOB{_60Hl${HuB9kdsK&2F3&) zNZqF&(>U>>97Iz5xpUX74lMhh2nq@Y6q6;rF87g>aC^>{(k#DwkC2lqS0eHnC*wIU zYnWLbm>eD(RjhQ8G*#PZglR~GaZ)uvSUCVO2UwA4?4*Q=Wj%)^loM`8>vCN*;q_BL z$%sZ)k8O8DxsUI-+n-2#7~gj-1AZbOuYiDfi3>jM8@d^}Ol#{qJYPJGmeAvBOsCg{ zzAq2pdcINt?3>i{i2{iN=N%GI@@M-^f%3i6O&V?02D(=HKRvhGhDy?$PzP!m&dJGb z?{Dkx;~usUQ8pOtD8y|Z$YrCnkFX?rw*!-`-|Sc zuXj^J7yxL&x*=Q z`r>^|O!}}%Kq!CQe^?U;2Ixx)XJS+8gs%{SXCkXB(5}6=Hx^uk|J@o)v6jTU^eWEJ z2sh53pUZ}1qZla_(EB(yeXg1Q2oX8EovLXLt@EfE^4l1HYm1_nt3u=TU$sJZd4?JH+s)R9F1C3#rOUO30p`oEFL}WGMItx?;@DEa0#B}yGJ*|ss14%9n4x_R{Q{AB?t6?=T zckHWWxY4pmXsBRG`Y&(<)}h{#!HHI&W#axKwGZ5da;Un|-@d7k62kra_m{;y_4f8A z<`DyE|Auv`(YC+)q6tL%8X{r~`59S}9r~k+M^&ikI`82z!& zhs!?bPPWatEY~xCR6#NmkErN^3 zA|r?vuS7gkLB}0DAt;MH+{ywvhR6hNlH|v=Z{JxY6lenqFaRh*cI`*4%rt*C9W*K) z-?D{Ev*Cy%6eUuBCq^!CS)wB2A|E_{T!SQqdK-Us?TyaQ+erZl85)$(O*O+Lp17S* z$0ADl+Gc8|=KQqOBn7L)&*L+GHdkb#j_a%CI2-fM# ze9W*pFV}$9WfGI2p~}*a&-4h4BarO$0|jj=Y7hkS{jdyp@nrLjwzb(t0POmZ8NVm= zgSqqJX}htW%e8^9>k$78&zi!WJo+*>bxCRaFYC<9K@elUM;(SRcUb6`eEfKD@18y9 zVS7Q5>f6|bdNze9Z3cde53O}~?kt7<z zDVhU_PEW@%{9t)OWtIm5Y+tdcs3`fHP$?t6HHA1H@zJEDq|gss>~{kF`b=u_)9xqc z^s}5xR%g2&0y2C7>I( zc*zn|!vvIpx{l@ZM$Cig+i3Cuje#ltiWsmYfrZ$!>c?Gl^ee)|h@Le5)0Q~=P}aiq zR5#6=jL^^mc;f+vg#YGyKmS9Nb3L%wp3UfaLtecYS1Bm2J<~1=9g-bXIidfX88hC_}3g7Vf zc!uA8PwAnCP0#FJ$yf6`)nA*55WX`rJG+IR-k2{B$sMY_Rv=ZjzUHu#ap_!$ zRo^$pLhh?+0STyPS`wfM0KxAxm(%z(E|zfS{F&j0r%#_AKEL@6{HY4(K@2JZWf4s2 zN!<&;f~@PqgQi8fJ>_l7`bw-KA1eKnSnl0hLs;|w$A^%*hCBp>o!qiyyr}S& zmDxkj6@E)3kOHkGP>nv4Dk7w~pAhKzECbS7EKy}04j9LuKyxL0H!laY_4uAu&PG+# zlr@4yJ|YTSi4?K+oqryTjPwDLCrajD+dn>2#7tWJsxJmt-)eZ4%XtkX&E|RG3ATF>Z?Nx8BKJWl~}!%y&TdHq>&E* zX9_@Y#%;uZAx12fnb+Hf-S#HZY4NF+-tyQ#eyYx#5Qw|8i zrnBD&fqCP`jl`Gm;lqc;T6&Gu7FfsNNkuQ4ZFzp#W(UPN?3WJwoHGCJ{-$M*ML#(h zHYVv5@?8DK9dO)16)~R>8yJt`5S8@dt)jWxJu-|aTpw6E(G#0kHwJ-&_{SzS{j^?= z-Fn9Al5f@h7qaZIX+xBZe(@(?X6!-i|?L|B3QjQm=sHOs4Rj zJ}aj{lgP5qdu_ugek?)VmB(`cut!%oSeT3r)TTU`-Lzt9M|A1qv?m zYsBs4>w2*4Xhs_Pf1LZ!oUBTeC#14xDKP;GT!xp3mET;;Mz|;2yYtXcP`;Hd1mR^RM z!VC@<2?HO`DdCt(>zj+LSEG_3rG%0tY(H#}Sm6!12TB>(l}Y@|@c+GXFl~${VdZrMkbq=(cmdy1d{_2^it79uGI|CtVL zy6QPO6WQ^ZbO*KG>lZfhDZ$%dallMdre@DD%4nr2`LMHkm_4l13TVf8eXw+I6nnj_ zB2mg7G@u)blc#|%;C=bpizBER!G=jN}yPjcf{dcsB#!@j3lV9wpJOQuDieczK25kAs3y~ znmdm|2W0Wfs#zA%r-g;bFcXN63n!`sI)#G3gT=Wn@C*=-B{4JLJt(kgFJ=^qY$skOMmp*$ylX$ zIYfyx?KijlG~2){SPmRGhluzDUTLH@Q0G6^&;~zwvYtpFSmeZw2ZN_P(Z&&ns)!GW z5I}(D$x=*gBk1`jr3HW8L1s;Z85|dGZP<{Rj4Y)XJV8P^=!qe+InEi{49uL z1#wtlT?+;!d;{KwV8V9fh!Vo-SA=)t>@NvNP$wXM1Jvvluso_!kRe_qplWd`sT$Bf zVi>|&-fAyvN}vF-H@PtgsUn^cUnY7Cm^Cu5ox(({A(s##xr5YrJgQ*A1^kvI<%hia zIXiOtEG#S-2rta4uYxC*6Ndbwt!)duHMst0yqOj9_Fm+znUSC0F{W8qR7dgK7EVSCSmdR;?z(jcLynum_@RU$nfCg z$nd~L5lCDc2qr%P6KYW`msVpmj?L-W4m+hGMw(!ID2cc)JOno&K=(l0zB%7AJ~C3N zW||w0utQ=!ob7-?${4dT)Yy(yjT1jJ5@0G!^u#E3?AS3}ErhmRL* zyd$&oH*F$|3&d~RV4z7mKjRB>+m z;VT535YB|YfoqLRYdl%xsRaR2+8~N0@g%_k0V9n1O+!bq*P^t~JUocKr>9c-L^a+` zSSvKVUaXTU;dMfuU6ydo_cUf_klNmMm)2|cLxzX1e3n4~A{S?XVF8$cmnRr=m*|DA zWwr4i24`tOmT^nN0kv2l0;5botO~?^1RqM>mZ0%52&}M2lS_hxT8rrfjG>r2)e{RZ z;hDgo+rXe?uo82IAAr0>lbHbOXgioYPOKo*PBD@53*woHO2$?v2bUMMDW7kuC0%?^ zLjnYpN9(BX=7-y0*BI+BHML~vmD6#tldu1&NhD_^+!57 zR%vNzh&)FHc2eJTZ5!jwyNg-0@^S#ds=)g&bNa4PUnX}Lgn0U}%sLikE6MNHM|G)3ah`cv zza%haKkVTigr@#2xPBEq^P%ywvndx)5Av0s?zxG=PD<4t-HjEZG1 zpdPDQdK^-A0swFOu>mB;YOMV+I1`Q9KRopaBM=RdHVEs@%XH(zJpOfSzo<4oq>@-iz8?tB5y1=ipYH-07 zMVZ;PQN=nL;4cPWf+nUEql|%Xq%0k83=WM-LG|)o_QBA&G|=efd%|gs-fbK8EE)oi zp1!e-fIq?@%T0_0tookEbMW)4e*OBDk9U3{YHHVRWnf4c8XEFjx6q0yhUAWtZHkcu z#9ld`O!;##Ai=%Ijv}M0m8q$z+I;*yH#bFn{cesg3-h9SxQ-TmQe?q>5Zlly)dEx4 zXNY-F!)W@qZ{MEoNIfBn-d-59(6;5@c<@wg+k1D3PY%9})R&x7uHPBrtVz-lM#WgO zt1L+Q*N-COezo+gPnnP!TD&_mY6?OIwvaambF1{~$S#TPzPP+bBMzMgq(8xFZe*95 z+LbF2q%{Dci|xRHZtqTaH@9l|d(UZ7&vTUs>S3gu1vN^~_15WPnz%hA<|A~a&~H#r z*1Zd>2a_0#EnYA@6Hhe)yAg^=1TqsRF`7YGnVCgE+pVrlEL_qNrlbc^AoaZ%O%J9* z?op@~KM_T}bZCj|5ZRbn3`IbBND0SL6Zr%gD zNjW_ucO%z_l&^tH8SOvmk*BF&e@%e+*ie6fXT6kW z+1*DArl>feu>gANiVeQ^%H%nWO|H;p+xxD`+(TuT`ccaNS*P)90RhTpjlY#_2L6m+ zf8`u_;yU|eWImkJep&vmxR{lPr|P>7^}8P&_^0y4-a8BD^nanNd7zYrB2xP|6eO?^ zgHLYQv~61?ynx~1;Yf4~MX2QDWK^mxt!T*!Iq&(DrK9_&c`l{!6eG2NjJ)!%@B4qh zCHqU`pC-3e1EiVg!-s2zYnqyxNMx12NV#VHXJ5F}1}IQ+qwn;?uS9H}@a@m5_xj=G zVd`}5$~`&_Lks!qo};YM-LhYqk|_-b7tW%E3*}DX=oit$uggU97UeC=>eLakSG$<$ zX(bkYB8=Z*8?AG8$-LfRQ(I`v;Ea3z{*^D7T+~-YFh|L5PpOiPsYlnW+^DFky|9<`TPU(oeyiCl$_@@ zcXUcR{Cp$#%46nI`w}D9?b_FDKJDMeWZoGtIBvHBy*~(5ZerpRa)w#|GC27CN$q~e@`PlaBL)))!8l>(;+5L&u1^QR}$YdYqvaNdyZe2#y z_j>m1qV;z2vh#s0J>0S?Dp3s$okEW&#;b+@G6U)_RUvOcDT`+@`@(NW=@$LjV87Fi z@@HCoeAao{#Zp^DiiLdv7Tzhkm-Of0;T*c*uU`AF3s(UY@!vS~|MGCeg*LM z^7oG`;mTKsZk?XZMEy*;)VuE*lsXr?f!Ctw(Pic0szrKC0B5`a^-K{Cuf}j{Kyf}G zx{lpG^udEw#KE;rX!Hq)l?9sdVx@zQLtYQ~>wQ+vl-14ps0$#p!m6f}8IL!R)aj9}C~T_~m6QxY3`yCE&^I`Spmn5vwOn%3nY6$|HU%*e0~;qjIdpOIva&BdJw5+0 z#iyqSL?KE(V|uNgaJDwL?XduHD;c3(4GB6Al~ZKO z1L&_~&XF=Rd-ZtNi6-rA)C8jOUrhit22%>=84DhqCgZ@tp(rc+bZ*G?g#UHY)F2J+ zSh3e#Fr*n$>(noIr#SeK*aQUBAQrAmtc9IjQ9+>_47)Ym{rJ>5_~u@X3NG9grp0kl zMC1DW`Mj8ifv=vrDGG?hp9OKR(AXqH4b-}VRO4XPli>fp#0br}L<*d7%&$q*N(2Zo z#4|O43*psyMN(ZFsui(lbixRmlpohFpomp~mcBKHzoZI1r3BZYD?z&K#C#68&mL7S z>WSzF{pjPQ{62=FCWL)6RlBJEUg1BWTf~8-9x<8+ERVda&fqS};2ycGnmR9c!wg)= zO_w@pf7~zTRM>j$w2Rf%)n?g^k!kyxnC|!lJ)D^#f`)%3S~>BU$SUSPi_URYKEB$B z2kTd^VZ8btrj#u!mP#3oPtUe?P~Szd+FM}w9_LV@{apJ4Oq)yr_J2W=M%vTg9-~QI zi>T;Q{zqTp!d&W`(S;!x>%hZfBYYI!N{6X4n(`L2u<9b(wtxK4 z74s-%eRY(~(PlcSV)^B6U#QIvFP;(p(ztoFvH2g*>W8ZT3?B}5^r@QjYmOH>E@IhSw! zhd}o)Vo>o;m83P#7T`+UJEnpD<%_nm7cwp2XSRd)?WW(XU&#Lml>g%Mh+)((rHEeK zXszNBxt=;n;!rEEU$>b3pPq18c$HG{za7vb*S|f4NeE=P`otFMp`B}>$*d{Ftx3t= ztn%pJUj1L_>F;s(uXCn}TM-)-RZcdK7#=pm%_05z#N&iS+|RkdgbJRnNZO+fS)Axo zq!|axkCk@K5fuis6%k~LrI>~8BufZsbqXxhLpzVG*S?^S8pTv~qGLEF9N7qAekyT3 z=6YN4&k6}H5=PHgde-)mm_pb*=@})KQ8&J(DB#-|l)|los8>vJ?q89_PWqmRp2L+t z^D1vVcQ6|8SWhEAJzdFZvP5gNN?tk|9?zKQ==(C^3s+Yv;(Ylfj2k?$+eia2k6HUU zx1Go2NZIGEm&jR7%|Jwg_Fp&fuaA>j{9Jz-1FJ(jJZW#`v-sf#?F-%NE)>n{MO)%k z?hE}_$xl7IfYWS7uFQ7w<$r}Tq@bmh zh_XYy3ge%n%zcOZ7HOfwz8S9hS}4#bWd2x1R;Gsq=wR>1{Xwa*f5u$VJp~Vffxwn6 zUL>}^D{rbqYmOB9@AzQTfu0Xf_gZ-^rzD-)y~@z;(lRoOs# z`-rCvjmoh^3ik5xA(W)G0~!-Hn@DlP^xVU;enod~|6p`X#HSj5j~~x?lIBmICJ^B0 z)8L82IP4+hUD;CJo=TAG1?VTEr$MDl1BQ@n5odBJd_~=s?T5sGeBX zdb^usRP=0iqMIiuCTpI+jhc`2zbr&N%25gb#$~Dd|FmeMl155>Wyhz_TUuIrgu%Mn>oh;^gu56HS+b^6eBt!` zZ(}79dnOuuNy8*O6rVnSzM5o@SxZcs#xYcsODTAP@YW4mb_K*E;=h0uqtaW;;;RVp zQ>^v6u$PNV8k}$Vh9Le~`B0hdy+bZKAGp^51Y}FxEW!Z}(5~sp87UQL!>7$&Hx8^& zx)i?v1iood2WhwXUH z5Z@$m#d}!P8)t}lKvGDB#S$6zbLqx~5!#7Z^Ok7NJ4|zA(fprqoi4bU134p7SW4ZZC#If~DFF9)w#4G~r=%vGIe#(Im&zkL#`v;Ye(2t9eM=~@ z#Q8*UOk&K=4Ttdk!HoERVu2nT37S`*oSa02FZe@hV&RjWQrFlR557rntBt8izlgWD ze8xSELX{hudNy!H(u>Aj<;=&!$j#SR)9vF77J7}ji&T8;O>pC%2`64%updN0#Bb2YTGMZEG6tQDmJ;FKe5mzi+k+t zkeRfpyP$(03G4cQ;Nmg)6(H#?fTaFgk!8`&tk$v#d6i=Vsz+^Ke!;X;y%o9sY&i;T zqwi15$-e7(gDsTKJLcyX)xZDaqN2QFD70Ghn7!zvfuz}$x{h*k1So~BZw{=QE|E7vv+cL>{(v|sZBh(_B7>2V=T7OpH~i+Zfn>YAFEgaoOyw6x*r zS-7s1&#ws}vZ8kUt5=7-yD{J&!0QrzO1EziQ1-DbowtD&Ra-vGGIv*j3c-2(W~teEYYIdpr{0 z(4$2)sNa!#r)&QF7gNVj_)GL*WUJXiME`R*o8dol#QOrG!cxQbnfkn3({UiOx+iK_ z@nd$Sos`fU3WY=1`EoMsGDc`=$r`Is>*o|9UF0bENg1t6qZhm}^r*h{#bHrc(G6;T zAvQxOs|o%>l{t8fusaIHnTa`^nI+9UCZ1Ozwyvga$rCCDTw7;&7w;Z_T)1Dqf zg!Ia~O&d49Em4yPNis829puu)$0-z^nu8%pNiwh;A5pw>PJ3~v6%$HKH&3>t{+8L+ z{qEhnb3O}9ddQ6&3q2`3{O5;&96Y3sf1xU$lmY{+_m=c}6Zm@1Kbu3)OpAMrf)mBsr=G@_K#Vc#(9PUh+3qi4;ML~E`sQoviQ9tzaJ zXQ1Iza`^&1U!%n{QX?nnVE)&xc}B5SOBa)k9$@3QDBiz5eY5$3)DpMZciqEdNg=zC zdKw(3`@K)xz4qqTG63RM##_KNtSl@~nIr@F30|T@yE*D)k)+IrS&E`ZCF*&Ka&p8- ztfq>sHt;wpfrxegJ%inOh^HP>zkiTsGH|}VJ|*F}Frs36q@wQtO=uEiyA1FF5REjQ z!avq-KlJV|GFf_$!X}QsGF}6rjQV(NQe=Q0g{{gKW;AiBsi|joU8i#2g4b}YAuV@} zeAigT4q{fqP4?-70ZIJx&1y#w5_Z}(bs7tx=A_@&i`EOdjZ*M^{eLJ;w5L~;a8uVF zK6d^`6F&Cl(D@%!sF1YrS!TwrH4EbOztyMqU3b0wXW%Xn7rdJ^yBiAH-=5I^H{6T> z=iLuzcWpmpMduL~Q^)EsFsm+f$o2z$uQ!v8tzG-i!X;J|C~s6=+M*3MjwK_h>2$3} zo9bLmZTmnY*(7-3@N{VvbF|N$THH1RrM1|4gCL=rBNR&NK9JOX3jn8;Ds%_ipg)jD zuW6^vlBRv8@;kNSbgi#XOw$&1E49`9$C{6QY+;?%c|J(^-m-%0ef{pr7kg^K&0 zn^LDudDj2pT5&ATRhG{Wu(M<9jD*IHg40wT^qN1S=;Z9&R?`!yBQlD$irCGg-M{A? zTAr_5={(ktMeHv?)k%+vU%2q1^RwSx(}McA{s(Oj75g|%%DwZCotUw-+O77T_xqPR zy(|F@^N2FWcZ(?nR~C-HIlr09v>^6f(|vJq3BzHl?Vn^GtC~*TV%74>5y{Zq}|QDWU($?dGU zpoENUgal_LVNCy%JJNp)vQ-V%&sGVfWHg4KX^0KVjZr?~r08MM@@^4*{PCFMFC5;M zh+6D;xxvRRiK+sm?jf_F?s?*JKDE4tkiOKb8s)!k4GsU^*zhQ`ugZqg-svT~$y**4nmNqdlXPCcu%gwE(&2;}6X|5P6QzK3C z`4{5ulC__euNZnCW6Kc~coN^|+qZ9!t1%$qSY_9GU4-oSy9*XOAGuVSCn+v{UfIM) zJzL^_W;s)}NBfvv+Wds$SZN=JkGe#=3JAB zQ&$or7AFg+;G6oTE1@i{EKS-&Ar@vK&3V(Y`PE$cRXGZcpG_naUP55{RsAa~W*%Ef zh#NMoOx^eo%gxAkEm>`5s^KmRtBqq|8NjRdGK}-RVDCFy{PG*(`10%l&BymTDVy29 z;*`wg$+4ffTWC3USDDYoNopm#ufTc3zasXi$!9DJhNFzBE30KMXhpXVd=!_GFsV2)J3kmyBi9-$Q}lZk zU|o9MaWz&J4zcI}d1C=bEO`OM{F4_^PT76BlsWF(U>%p3xSWRqTYqB1F3r4-f~{V8 z@^$UA#~73JKXONxua8dLG5qVvQ0*7`Jpjlvm zicxR9skEt&dT9UkO6N*fu&W+AAH(ZLGAij&{pxSbe{| zz_ze}7A=lDAamhDG^99Uzkr+e8Js1lQ18#yu3fq~3)&6X33ex8B0WcF=QbQpj){%6 z1Q9oY_Y1`OqEWy?s4dtIfb>5R5}0J_0r zaB+mA51>uxnw_z6JV9d&Lbm$AS2ckMJ9re#-%rV=_-A7$RxfXFR&2IH6dzdn%Daho zDG(l}a5U*Fpr`T~6X`)FTd2UoUdUL3P9E%PGVw?KAGc4DS3qL*`WhG1ZtZ0te>X8+ zm#^3{Mr|#)L)@>MilE<*?>ya#t>(`S59e!URDj38?^BXr>YhCFVMoi@{vQ0Pl8wk>3 z{F6Mw}TaNxta3JWZG)S7kt~CEcmSf(tQSZR`dT5$ZI%7i?WBZ`*!F1qYv8kTV{B zUBV{L4jKJ;5SQQ?6q8Rvn)L{S(VW0+Y~N7@GdtOB0CO`M-K<2;M@&n-@k>{rWP#Bh z-HVz13maWWXJ)E+w41$7wdz+T+Y)m6NWclAfJQtf12|R5x6Pwyw}9J$w$kdu0A)7tx4o6_k|upAd#GQExo(2%_7Mk@9{hY-*MKr02nZqKfAouEk7gey<%kL_MPH zC#pmcwLt7~p{ozxS>WmvVq5rMeCxlpD!e}|DR23P|3!p>^+K&|2eBJac#5gm@Cg%v zZX8-BUxyyLvK>2q!K0mkL-+T8inbe0J1;AED(E1!OhHXNUH`)mMqAygO<6x?*sdl3 z=Tj)_4gLv^;<)$P4`v&2_a|suU*=0QD=Ymd7b^{UnIQbwnf(wi8>U@F9OFqy^pt5%U!NK=l6$( zURTF`+qL5By5dsHQT;C7JmY1ZqY2w%R}IAFF1=7mY(2to*|N)1YRaA}R!!Xe;6sCj z{DUKkw<Q$$u)!%C;J{Zzl{0Pay8E);2NBj$`T@P9L`gZ@nDHOMzN&o6b|3AoS{{EZ(=iAUR zDnk{+&Sg+zCw+Y{2+fOdbbmkSKatad>LccjIt;A}fxFNr3I&W9SNIQjrTp@H>x_ve zbVR$v8_b!r7}3ar*MI*|x1R_48*hk))m;Uy>N9m$SfG8G0^Q`i@4kQk2JLCuZu0Fo zLlY1hi$1In(lW-5b|C-rebfnJQk#)MBrTy#48hqhSTOY^BG;t=E#b4Zr@;P7d}Ht&x?oP$zhGBP{}?I{#`esv1*UpF z=XcG%=KVEa{>>)CmN~!Al)G+xZTZiGzfBiMDkU{_IN;6~V_=0htNyQ??{w=2NM1LK zoK4g8-PSufH%zYygDQWkz$u$ehj;}XuMCUK`?NF7b-u6Bip6;sDh53>uUHSZ8`_T_Z$7CJht4ol5pAS`!-Tj`E_f42^VMJtTI=(-BKzP{rXZT+qfHFT~9%G zpEdahRBY?tI%4-nXj5d;&o@?t+-9N+ph)k826-8{ula)ArP>7>tAGDp11RXzgEkp8Je1oyz|z1r6c13cJ`Yc>fQImeycO>lJC&9GTdx={ifF?<1h2v<*!CH zP8N^X?dji~;`j|UzgA9c>YU$|5Aip>oA{+h2U4f1I%oW@4~tAE7DX?6KScbAVCR~@ z8--o+{}VkP=>0%i`y(jvQs$a{6rH}isy7}KznN=4)9tlaE#e*~DZ>%>WCl0A-&1%> zmB*Iu75&fed3jiJt>3*bm(Pjzzuu9B)AL5lblf1$Fq6_34U{!{*^G8vH9E~<#)FBK zzspYj{gO5e#(IQ_Uj_mM9g5CnvBm!{D))}Vg0z1Y+(a2}&>T^gc-W<_@!}6RQ~NIg zrK>(G-La7=Bw-G~8)t+#44d9LS;Dx50eYbrpfxBg*pM%bU;9+%zd_B#Mn>78b(}$z z(pPwmD@s|l1X)^O_Vf1bUR#!@7f*lv?W@`U32rEq{X<(BADR-C-wkf+pQrXe z_N4vVNS|KwPpWV`<(KmCZ&KFppJ{^Cg9dN6(IQj+U;g}mW_LK@=l|;0xt+3;TJwka z{ojA#|5Z5jpZwO39y-Ql73*v^J0|U}>szqo;f?R>_WW(p=r+{ye^dP^Ox+$fN^zV2 zzeP_cQ%ihOOBVkZ-P8Y-UH;D>`ai2Iw?&wq+mmOyZ{W6m3qMRfpBy{+(6?<;Z$7Br zcr?u9$cejMhivb+uz2P96x+$}n_J!L*VZ^H?d|h|9O)Rd4L{B$f1kAb&JI26?r)0! z;}2ZfHu69JCb>7oJ#IXnW8$&oZcpo=HNC}55`7IJG(AGWsv8;7-Q#O?t2253Zl3>t zAfyAdllaen)lzjHpnI+6Pm^zG*27DmZUsr1yK6eO#GHP;EqS!7zqznlwzvN^<#nbZ zQrD>~cN;Brjm+}#n!PeEXy?7IhP5Wr|Ne4UZq*f@k&8SeW7d7hl;WxSnL9_`?fS1T zkd@S4C`rx@+JM!<> zzn(v@V+Qx@ha;nx;b8QyhUkU!z%L9sz|7H{tt{|xPEEe^Z+rn8JfCMij7c`+fq&CZtn zKxl@Zm+sIjtu%f${@gAzA|Xn!hoQo=X7SGS-J|HGfBp8YVpJP#MV`Rqqt8n>ZHuAu zkvHpkKZ!}uEJnh{ql6G8H5AF;?s-lP+nW9)v^)qs==x>LHJvv)zQA1JSS-4ahL3L4 zha{N9|9GM(z7>X;eauGZw_IgfE(Dv6FMB)m7jmafn>SaC8m30CZgO*M_xr^*l}b+K zBG}%)KNXfhuhip5j>Xya4J%{MyxGiCH#IfQb{VSmswLHR%V=ng?gknmh)jo5W-m9j zJ>}ByNJ$JtE>^HWcWdKRIhpBTA^K`6>Y$Zz!a!4@;KuaHufE|@F$-2j_QqvfnfTbg zl_47r-EQgB%TtA<_6h)F3qTt>WXNpMS`)H3tRH3(&WqJQ!K1tpAOg{d5p6SJlXVNH zllS(Y0z|iUqD{e;8vk2fkU3v-R@p42?Jv62LU@T6$*EmxiBe7V!XJwtBBu4>U<^cB z%HF+IiaD0+0)H`5=i4Vp@#4*d^84?%3Vo26i9|9i?BwTET>P|R=lHtF4+BKr5@WC0 z%B$Bb9oc=VcSaZ2@dsX83*Rsr&pmqenmzh(%r@H7o8=cozKN-m>)OS#oAc0mhljvS zJJshgMxR?OZEa)mvbZetpNy3=T-&L|3oT!!SVRG|Fvj*QM7Yw6Q7PWY-;-00-=|D7 z2w8gIWh@z+{*ePh1w6;*i%lI}PP>|NrNo>q&&nJrgXdoZ4p{xpoBS%h1$&R$2Zc=w znG%h;f2-%TCHk*VKbrKQsl;*U4CS-?I$1~*&rja21Lwi8bMb8yF-%{kpB-a)P;iB& z_NAu;<0stS-@|MDy^shi>N#0^68@N0ynnEq_a$u;gpC{^b|Xn&4CEf{ru4l*@xqfE zGoSV{cM6&I{Vs)(ff(6}j)_478Ny8W+^M$RdrVDbwos_r0EZ6W?|m{dF?n}+tCXds zrBDuhVYq_%$31tyFRI#cx&MriQZ!Iv-2vk1I^ng5p$E#7t)T{wWOXLJ4C!WQ^=*OZ z$wC0qfps?@jWp#=x@+@Jp;rLg>*<=$4hdAtdiF-wGS&8;2}<$|^u@P!ep(3kbWCB~ zEI#gb-AzZ=hjcRu2^?T0y^4B9P^;oyaZtru667f(X{NLnebn-ng}m83GlKw`l z_Jq#;U&sJ*Qa36qXYumoZ-PB)^BmqfF=;CL&;o*j=V&j_+4J7^49hw$(Ad>K{r>Bw zO`B>NL;uEdw+v?I55%5<~c}u^dLgPhlL6 zPjc3sgeL2A>0zaOlB-v*?m~w6<?G z`gHbknGE zL*=kb$YHlj`SxjV)6y`lVtztNS0&8|p$>w#eNAm)V}ER6PHxj1|LmNcuUMI6GR1Ag zJO%RvraXnS8urmJi*iXmNtig%>!-z71XkVXWpeO zS}I^wm{lsP2zJ4l3(Yz|+BX!dS|QNDLYu@Z3NM%H6G7~ed46NbVZX>iCR*#7>$<%P z`N;s5<@s^Nx8FC?=sh*q*+zh zZK81T5W@)6Hs4ki{yr_tkHtS@OSI*clAFq~?BO4jB459;xjpkaFJc4&1TlSZrGM|6 z6n{dJNs$>Zj?7&K8~q+5BI`wHx=ZCjA6-Wed+`C43!yM!lbC z-c2dt#?3#G)WyW{FI0xdcU3owS$`p9r8vGucgFyNd&85TF zGjnYLN$Vj|{V|%-L^@Zzn>KY%d3pE9IiC~wb4t#&KELo|duxJ?$i}mmr=WD*iL$u( zTV0)P05RjQw5Lzih1UG+UhUu+f7*1@Sbdolau}4Y$2MmQIHU#fQNlU0t13Q%ghL8wWi-cVX$o9=pQv=8hE;YAzfZHP+I? zB8^zRlO9g-H%EGvF);OIIK1>JzZMtwZr44NG9Kp}wa9?g>Kk%$a?YaKvU*?0bny!a zdcSmynxj(?y6;T!loi|S3M;!s#()gQjT-ebuJrV(G)8pJF@LK*$vS`S_q>=-=f7={ zhLm}cpP%2;TG653gq;4-t}QM*Nn2$wB`=7d`ST47CXs($R62c{R)$RVN|l3nT6tI} zh@Vr&bx-4h`jJ{}7Mm_ahH1km3#@Cp7#*E8V%V@T-IO%9G=JZdFz!$77t5clR5Zb( z<`)z9?r+3aAO$5Qo92&0w8r4QvEBuz>M~OP28V|Q%Od}PD@Yk7FiFvK1dAs;DRnKy>m9k)Poft z&*m>&*tO90{G89uzv#(LB2X&01Tk%d+u4RFulGbkUh(@m5b#Qv6T{s^cFpcPC+?*tUf^DnB@|v5ZICl2eyO|iG{-@k9u z_;5WZXW6p#Ti@NybfPi&f{*V0mT@q9I&1#e=yfWbdBE%yMkvAlK0dN8Bd7fetYKDs zWOKi~ll2)~@^knzOcYP`#)_CH<*4+(?6{YP4&I-!sLlzlz2xQnf$*378S499@bK-3 z;lsxnz(GWx(0PE!;MRqVbItymVFwGwWA0D)#=2q=g6LMM^DES3C@8?I492sYB zSKMwVFj-t5@wrgSW;DL9bg{y43U>UUjmr0j^=3OWf@c(W(-SLO>@)Rx`C~A==5GHX zo!(1G1Af8=?;brW@wLS*Nn`x`EMs6@A_+VuuS$3L3)=7=H=u^?HDkt&8~5V*s0SnZ zS~#NsUyn>@3KYqzmseulTL(QkuyxD+q+s!S&*8T?M(mn7_;!BHM_X`F8K>2Hy_MBD z0oi`x8gW*uvACNEGzhR0I=copV&T2vzR9Q>%mAcpn9FkD&W&<%hVV11d6Uo_yJE$! zmb^dTqrz@nZ?awQwx<2Iu$h&ndb%=tix($($t^B#XPI;(bG1d6pIeXiwmi0cL61ML zbN3I*m2agtOyA-(LZ& zF3Db+am`3==&8TFrE-a;`U@63rq7(avZUS@dnC7#$-62G`tcVU$Jvd6w>=ERn4v0H zOn1GVM8l~;rf=#R(!6W4TZ`5hs2*KiU8hBv%a<&vdFlMaGzhtWjBCxUE*(3%9XTRB ziUcpM`^Or9Jh7AjUX>51t-Jh4L z%?e!JyAE|~6di8RmLC{;mlT{|L1EJ_b$iv%p9jyJ>BVxaeZbEU6v0K4yJ9mSaYMt) z7l>FHd-!2VymH@~}{n60^Xb+LRea)xn&%XEIg(eIO_d^WZhbw!i=m?Ip; zq+IUXw~wAYX;0g?jb!cGwZYJ1^H;PBD_xFNQEkQBGY=~Z+a=^^d7S2(>wz-1|M_X% zwryJk&+Rj^vi7;Vw*#dozic*lZIUOt=OU8`4nn$9Rae*aT+Q;AOEbg&$LC&}pZ9y> zv4(NArnembbY^!|5*r7OpF1aA^rFB0hm=m+`gYLL(z3I&Ta9Ac_`&XxSP3L;@5?rZ z))KqMhA|^Xj%2^ak5Aq1_HU^RTfX{rNsESAg3B=?%xVIi#EpS1IpUl{q;}n~0%Z+= zXxqO!YF8|HyuB|Nzv%O4Px6Na_B5CkSz0ruAR{N&x?jJ3+xmJi=lX$yr(CD{#-5se zw)5wAc1!Qou|;Z^alF$MQgRgH@TY6XA|RDR+M0+-r-ib=UOr1dr(&;iCmv zB;qlvPnu+9jg#jgr2f$pR=zz^R1u$W+*aqK2}>hN|r!gua7-t))c;GgRuLu?Ya z_r*k3cwhAB(W8hf;WyP*O;<%WCZjSxR+@VWcGRCcH<{~P#S`^j)KJ+a@QHXLmo5#8 zdFT3lU1W5$9D}VF|dzUP7yiz6AARa9LdVW%^mG>Xi z{T=}U?;S^5RkkrW0a(K9e}>wr+9iE zM;&k9zAecPj3E(A2o=@UIv@)f1%*Ro%9f3PeM07K^3dUwLWJg?!WO^To4Le%t`3KE zTf6JD3OD-er%`j0+sZF{zGMxGFnidC;PZsGP2RYI`T`~vbw>0YsHxc;^Sg0WqfO=j zH8m-TOrJi7c@6^y4{i_Fqds=*KAjM^`GYN^rP7aJ9)s_9D@GUENuIuZd64Hm&am;y z%kSRLJb?ANv738|C3lEl7|X)~e)6aORRF z-EkW%f6rVy?@Rn~NvyAlsvMqnU0Ql}(Y&3*7LIKI%K2x+NPHIsf(5@+0QG}4q2ou+fIf3yILBNMNtwro5<-LWUuHOHT= zjkb2h9dHK`)KUEye^7jvV@t3MknBZjNnIOflCNV}K!P0NTrcGn#)$!^wnNcY( zc&Nyin@tOq_u95s2?JewOD31;J$5t+n7qC9)TvV&n7=W83qP2gmev_pvbGYEb>jQ? z0roy==cjc4`SWMmk&mX9+*(=VP%~xE8$5ZqpbXba7S;3|-PoZ+ zhc_VtgF;yBqqGY%Qe$&zuZ-;M0|yVb-(qc@2^t|Tk9+*dRk5MzI|GYRH*Y54Z7u0I zdZfI(yh!NSir>Vj_#LaNUhc$DBZOIAriF{CHjQs>kmXsgS+~v|IdRTHwNpCg=1R2j z_tlR!z2Bp6>diWTKR-|ABa$9HYJ=&X4vHyaB5JgwxO}xJSU5=Nq)R5N*k_t}R4}&I)7O?zq>Ntp0>WQki$RTY8c%&Qb^}PxhLLdqX?tr|IeV z;&l*UO8cQzy5E>KWBohxU&<_%YcC`-b#euD1L z|IJ`;9?&i8w>=#k9CB}ML}ef+^4R3blM|ml^$Zw*I*Yu4^R8_{y5n<}akp9I@pQz> zTOFAyp23-3y=F}-kepprk?ZE5h5Gv1YuBpw?blDl{=U<8cP7?j3vc^m)m!P`Gka|+ zQ2asIeGIwU)={7D%MPIdKKe!FdLH6%krp-#d zGkv7ZySsa*>?~W&f`_|sXOh_BD>&J2AW_|ljU}_EYuL9^o;tOUVR#S1chB?f;HS8L zIuIFt`)YBYh>D6zWSB-0_A9TTpnvzl^JR|yifkKLf8xXm7Bmd(tT?f=TT~?P=&noC zR6ec;Iqv4p8xyJ5+Z@u}2R!(|EVZYX*TIVy2NGD@6`$rQ6ixQhn^#p?NXkphXs-RT zM8IBwRj*tb!np=d0Vw_~w7=TFuIQg|H>awD8RTj4_wQaDrkl^dKx?eAw0zXoGX&JlQb!j*XII`$)f{hXDodciMR~ zRD@gWMX#}!@89pk$tuuhm)trKhMvr8`hAm(J5AdE-Hh7VVRnPo$zSvr{dF*G$iZP49iJk zI^pb6_jM`p0^@)jdvUq=!VfzB2-(J>#paJLEqM*u&y(MZs)8u<$nFnSqJXeGoVd6+ zfrXhyzW@)SuCDF|2-3dGqHtwUir-S%MX!8ICa?ce_WrGshMff8H}OGY$yJY;bX&b~ z;~~QAMds_URF#)Z(BfxzkUONCc*O0jL5D7V4ln?vJ$rTsxa<^SQahbuz^`$x#n!E( zAl()j8n(uX`f2HovO)NSZ`W6q8?oy4QB$=B&HAser9l&EGs{76`t#;Jg1d_XwTQ4x zc>Vn9O1Bu#mPvcf4X{_-kR2u~Zb#9vMJ7f@2Qbt8{Pk;ca&l{45DCG;v2F0Oh~9nr zT)-7(pOY?~n0@-H$xI^~cNNy!yvkD*S7PfYSX)<2{qvKO{`kq0qT-kzsG(qSv$qy& ztAi_BI%Rj=V>q-2dRvLxq{G)y#RgOUi04S&d$6tMOy{Cw)vlb=w34g0ZuJ0s5YN-z zjvhAb(2u&eB{-D>iqe!rjMOmo@f7f#{)lnR`YxQ}OyY-k^|wDd{R+3XkwCY3#Keqy zpj}gYcSos|iK!_kb3g3-qx}3na);XTXV<2CdV6~qk62$kQbQnT0z=x_2}c5U_UzeH zzyh_6O>eZ^n;^{zNFp>n6SBLip7|7=L|}{8AGR#NzBZY<%D`3IWkj6r*(OG zxjIgllA!f>KNQjubVtuB76%`HUMfxn=*h&y#Lwg6+)K%{M~X{I+OT-LUUS@#Asx8l zBFa$UX0Ya-6rMe$u;JGRTyOgJ?d#`Tzw_l`&cBhGJPlYPYth%QY7I9oTxgAUTbnH5 zH~Y}JbBf5J_7b;APTg>(a6fUP`^OzqdPubs``Vuls2|pFa$LQ&p6&YegDGl^Hy!5p z9`Nu0gEsvBtul739Nyxysb5s(I(^(>AFyqsrmJk^N$8`4H*SoA3dV(6K6vrBfUA6tKnOTNvoxPt{*pqrlxhuDPtxRa?>Q&+=>o-Y_C1nHoIFuz!fgN3jYbdASuJfOX zcwq#Gge3iJOc-kxXSWx>OHo!OD#nLhy_yWO5`5)K2eQ83*|W){2(0JUTXRKLTUm+n zaPOq8hK6#xcI{HfrS-`J>c0IZqpZxXYAC4=9-RE{U0+N(!z_*NQQ)u@U>|6SCo=+V zNJgqd_Qi=`<&Enaw2r{XgK{ldqO>pF^;c;xV`JmhU>M1PUWI(m4I4Mk7?T-)|Jmoijqnw*TcMI1)6_a?~>dV*nchZ-wJpAH8 zTml6Di4ikg^`>TLX9okGizY9uGSR+1`PJ*!>(+E;OmuHRK)>>e3fbPhJ$Vb3pl2Sx zHibgLmqUvcEt=|2{l*w5d;lcuZE$+?4QT(u_luuW?0j0Kkr z2TYlw(5Fuyoa~hZIHuOoRy$<@wK{+3rxr6X4PZ}440tM^n!94_L4z;PgWL@su4Zpg zZ{WhLWy^ZHP0A@`z%mh(h8bap;IboBWih&6HMSPUcVTmzoxOdhh)@vg20V5X9hrh| z-#2wki0_qEE-u1h$^(j~(++ET87wqu#hu@_XHP0HBrgWw)5fc$?bd4Af*redJqY2! zIXnbE9HYsDyHj4RiC4e=rL3ueM;q^BiOqQd<2+`Xy0=#K=I_{H?KK(I5^Ot_IE#62?ByozK@WGoV2PrG^a=K*eOz*Q3E zr#^UEDcU(Yjw^Krcc-PL<*qvtM$O$UXW>Y9`rJHG)OjSC%O8K|PPRYG!WM%q2}P#{eiTm^m_aOU}dQ*%XGLM?VWpr31dLU=cKodN27TW^XlncS7@vqpoI zFqbcObJ67fGzHqGZl8ZI#oL;W7xk~jX7FqWcu`S2z13>C&5*;s`GX&E1tf9)>HNTp zApWY_T3w)Y-aWHv<-e>Q3Tda4Q%4xdOQe(b08E#gJG;a278CA99KEwU{}AZ)XuoMa zLE&lVpb0!ksyeLIDKd5Y9g&lfArq=Tbm&mGW5>FHkMi=WD|;F;4&SL};_vKn`_f7sr@6NxM7J<#Km#)&tCC1(kjb~`>_zR%Xyet0Z>-|mMBa-2*qarpiFXFWX`Cx4ofa)54a7)WYi z-bc{1VYpFSH@c{vo?#a*>?7?t3cQD7*&-vO9t2PyavP&YS%BLw_}+<442ztc8VkL; zLJ6mA@5`D)8QDyd?22cODi=U-hScI;zJ8UH&GeKVDE!`b{VZRBE4dQ(btl=i6^0Cg zB~W@}{g3iv!}wsw{5v!+?e9PO7i{wv-Xf#jdfcgtqI~{|owOK95o(hn1r;Ap>Z33c zeR)e|8;RVJ$3}*RIxAPM6kj*TOjXW@x9WfPY!>Q)u;^&t^8o?R^7GG*GPx^;VsvXS z8`*;8_;k^}7)N<=ZRPeAQqnE4ycMy!6q9hvyuq*{_ghuo}PG9J$v%x;ENN6;cG2- z@7fg#^5djYkmu#*V!1F@u~)*+V@HpQhhKNJC;?E%B&}-M`y?psHXu50A z5$fVh-pI4WL^lXUv8=;3zshlWMeOsLBYJjE-CmxK-Y7gQ?DPK0j~mx)-aHRifLaO~ z6&1EWT>_g5jn)QY?#JR{u|i(xe^1=IHw8Q0Ku=G|U(b@s^cx4N$d%vYm|h`!!-ukp zgQ&$nTqH+E-K=V&V304l#NhOAJUKp-^LBlD+3z=9y^Y9TRekhXpT4`c;fE!INImo3 zzGaD)%=-ja^Qt)Sy_FY@N8DI)q1m+P4}-?DjqWI1 z4&uY2O&4weAQcPW!9cKCHt~@-MX^zC7DHd+$nCgy9vWlVlqvp!TCNLqQ|vS-I{~bC zdblytHo@>6YE+;K6b}zqjzqsc@LSb1&)Y))J9W){J41`}u`|8guA@+@g>|V`=f{`CF@& zKV?RPPxt^nG0~5SF)%j|I)DEBXJjAyZj-Ao5RkLT^h3vuJAve5Bc-=6%2yjTYOsn5 z>bKt@nhiYB>;zX=oS!e@HMNg^j5b)J7ID#u7Z16X4_%th{;2!|@|j7!ymrf$`M9la zDLCW_LS_}GPtQ>%`Y^9oV5b&u-#&&2ltF5?8WCp+HRF)JshSvkPI>W@HI!e1pj zbWV2`30~pl_Kk`gV?bPAPUIRC8-t16S)as)9sZ;W@vaIzWcm~*F&ZDYg z;W(-rNDBtz0?KBBb7tm%<;$0&vI(Y8QBm>LSJe$QQ#1@eDT?P?>@`v*9Ne)fyv%1m z&e8u?$PNOwYIv2U2N~$vyj7^%!5(! z)s^x`9*d36_#z0Y%EaB`ywGux4Y&8ydbG>dcFrZko6~zs6ciPOZ>9*OwaYm|gH=R*>d18^M)v&O63VaHOJUQnbAnFS& zV)lbQHUJ|Ps$cevgkYKHgT_-ILgFHM$>CS^pmU1N_KhpqmDX;$YxDVlDclzNvATl5 zedP^5`Q!+ga~DlDwkL14jSYh5fSl}*VZplSCis>H3jxhS!^;W-8BoAr{g!~wiAr1Oz7ODiu!P~V zU?g3Du|^zpexhz@Pql|}ad7%xl!zNQY&dQhu8Ljx*ohMdUoxCSMjJn2g8zlX9bBtA zv~4S#TZB&{%hYE8kFP-87@{Z>J7RTpd&tOWFS$HFglmySXC*J>D)|zS#MY7L-qlK4 zsbytlp+;(KLq0Wqf6JrCQ-Ld6?E^5T$aNKTt^zA#J`Q-~#Y_F*KK7;7- z*Plx?iMSpVq!ezXHdwVfuHxfIUBJtH<=0rN(&1^XO@`(yMVhtKREl< ztAYGrk^Yt(ppE3iD`#JdSaS=xve?Y5zeu{`e_b+MtgS71;M83f)v6BwT1Pjf#|#ii zd9+JQv$F$@B3W4xVqquzqs*5sIjo&(Ms=UJ?GFq|XSwmn#6l_|6XLh5pnb|@D z{t(_4{SDpFWl!64bbwmJu$(2?&h%E&x{S-FFO(U)rWdY(bNP~&X`d6mEh|5!M|2aN zFuDrECQdxfJ~t7MD&&>+L7a&AL8l@-H1vRHw$$=_CNFzbH1329nZcvO1Za|qVa*^i zzeVb+IrHWn*|KE|GskXqZ=XLuLZ$ljWE7!~rrj4L7;W9Cd-VU*S6<Z(<%h`qb$zo@7ry)$09(vbK0;AqWe7f|uZfPe+` z2Lztxj*6d+fOkEb2Rb1FxEXuq+i~W%LGiUB6(+(Xx z_#kdx20UEx=Jc=ygkBoTppB=_OwSORqL*+z}`c9--k z(gV()_iOF%DfaE^hHBbu_VzjBZKrotUlp=Y7o6JGZP-uoq&UI-HSDzMs?Gn|^N{ZR zP8TC1$*&ErIEaZ2q8xTg^2n*}FLx`ZjVj&_s}Lk2A|^k2lxJfff7SV5{KMsqI0A|_ z@vr#5VdKZ2gpe28^|rV=_S!T&3W}!j^!fAi!EG1OBLLaCn{(z~@)h?0PI?z*B5q2m zOO`Cb=9uY4RlEK^`EDx_^&IUT*H^xK_nBCOh4Nf5sND56n=uBp3j}8shk;sM6~-Pw zCb9r)>u+-EL!|-i2WeaFa%O|={{ILcogp%9~-6l1A z3FusZ&YU$j{^G8SB}&E(Z)x_7e5&=>V=_t3B)rzN)fR$f=dKvN` zomyp2SpaJ+C{Ci4%7h8>kXs(q#ne=Jb~|_M2&Ns)M!RKm)Fw{sNo93!h3nJz{-1vE zx6V{M^#L`qypt;zpKW0hwvCL~HFo-RGDj^8_UGK210iLlt*or5$X|yjC>``We?HCR zLE)26ch9@dT{~fFu=V7m5#vuNIU)}$Dk*tnSB%i`0F5GP#iG<|5Ic?bU>=dg4c3f~ZO^eO z2}88Bl;|Lh2)!K#SCH1AS)ZCMNf{M zj1A?BT3<3eMDTIlJtzt>Z}Q8RHx^Ea&5vvO_^dm0nwd=2)B1GU5b!Zja-!iam?+gD zLtL}+^Qhm^z8L#{CUon-TH^Y!Z?`0hOGHD6aZ_jqMLyTQtO^a%p~TwS`pFe=7|-MK z<;&Z4?tDb;q7H*d50$3b{Npn>Q!n_9v+By4ont_W=nQ|1S)opmn^6DDSDJcDs<;4C z3u}J0;_-R`;OOyyi(DSpm;YM}AZvT|Uc9%6O3SH@=N?&dPv^)_o{ECwuKjwYP8o{+pX# zt3hT*jXR|!4QeYcD?1n*96a?~IJz(-O;&5pshyG{+6$2%U@0%~Gmlh%K%wit&oDgVL~ua*gC2^CM`(@~(=6Vn`l+(DR?qkcdh)AYmv5@PM9F@TkHsNY?%3f)TG|1$D%dL~t(~J8xq&-@NdHH5={%${ zNwDyI(Ox~wiau$=w9|Vd`*u%DPgO@b0%V;yM591+CIBa|QDUPb7FT!Vf7m%VsL(y- zG|WP;T(reOu`wn+NUIy|^TDox)An>lD&seKyNaY^bvWZgy-+jE6&fYCn3$abHJh+T zB(RJ)Ukj>SG_(i*CCDTroe**cerRoZ-jc*mG!2u1AUDy%(k#vCWF9$tdV#w`yJgdx zOTq%e-opNaz$MC_sb%f*4Cc(Yum5g}C1*bxK&^{^SkmOt*|lr@gW8-Y6eL9-Kc$ejde*K!Ue0eXPOmEbf)2>OO2_8TsM8&B~uU-U}(9lrq%zM)Z)MXJx1`FOjbuUa! z*5@|1d);g&^tf(ZCL<#XSpjpOPr1#*>D{}xdU3hsDKCj=k$rx9XEcXLhJ?qSg3!yC zEwFQ^z^Z@2tdqmH1`PhvnXJyHeg|F6}=hB66Bj!KlM;<_0g5!ZVd=1er zDKSw3kUU7I_W6q^uXX`QIiZN|X0Qk&3V%$1Lnok*@lA_%3^I0vsp3-d29yU5Y(q!f zc9btak&tN6uO02Bd21{zl6xEh2JeRgykVX&D!2~lT~t}wjc+2c@hz=xJ<1yf8`bIM zv^LrICK6C!D-IBIX*C@!9eQ=7)9_P&b(6XpM3YFJ>tHZex#|`sKOGt0IY6YP*zZ{F z!@^iO;2!6bF57J+n*zH9!s)<=LORqzM%JPB^IqC52Fo;g zuV@k;);wTI3N%%FWIJ@@{WR>yf(VuM^|x-`ER7li;<=c&9HcwkrE{UnpOMgUvWkk* z+SX1P@JIG04K=sP@_?uHhqEbIP}~kwR(2a!4Yn8kWuDGyN0~+G6B53|*@9NO5j9|n zxX>SnYPr~hD|;7<$Gv4s=kDFRlgwrq7<8j*95K7E1bt@5zNwvjBV0RcAnZz25{f69 z`nfHP>?tHveY<@1s+9OtwY9b49Pva~qX#R0=(IEw^slaGVU4QGg8hh-DJ$t)x@$WB zE~1#4L4opo#m}E-1*`DHSBZ!L_0Il&4mqX1G?|rU!ylIsV#x&0nm1wTqFw%6|;CJ;n8@MQCU=ATNYA`3n@7b zdG$WajEsW$(9l3LA(MVExFXbWBHYrkQ^z`k<1Y1Ci0*`Jk$i7?_*}xYe(Z|}yA1nI zzRQH0LrN`PaAkx(bjD4D@^p)mkgKp5hi>fg%4*Z1UyUGvZQHl+MQx?s$=AncFRvto z8IJN8kt6s5rCUngXa+s_LJcg*wyy?7cY#>Qna$CnC2@i3TS$;;tKXQwZYHy{)P8Fip==sNiL`#&oy1gvLvHP;}@)U^MlI+H$`Wp19t!I7! zKdiVBL8zfTDWZ}SKb4TwcE=pr>%kUD#~v?BP*ge_Ww% zXhS<;-CXbbPJbu|l6mBav^o^kbgyG!q)4kmgfVH7$DKQquna32Tc=r7iQ`#Yc&@y4 ze!aF)7IfmXpH_Efi-G7U&Xc4mjR*66E=irIWuO>YLB{nAK|Hp z>7UlJAt?DHx`ExqZ-+Y$4iE37A`+mVRX(yCnO?n?r#>&XcF=UF?MT{bd7ib`6?2+S z@xQ+g-`2N&;Z&l9C={r(O*J>&DZU;oCJ5|n22UG0Z|>aHn>HO55_P0rZlHA$UBiu} zU~Fo?z3Ile&_#R#yWxLE+9sq!fvTjmdqDLZvsbTP6_=K}QxHX`T%~;%ad_Ukb%S8E zJF?3>{YEntV`m}D+_+IBP9*nw6u~R1f806o&gFAfgkgBWx!!-QhucGk2BiFieL@to zAE_iL#EogDHH>J?-|(w`sBPbl2ikjZ^>b9&BVCa9H`y`gV(!&zdlHY%pVSEAxxpU#WS zqiBsPjAT;TILiv^h`vByvSyq1omcnT5SU6qlR=3%wIHtYYp=+*eq+~3QD9K%aEB4= z%{$yOh8C`n?Nb^(Tz#DyFZuD~cGQOLt7auVSM=Vb7~OC<40zU75@CF^HQLtJmR*Av zu8fR~OpjZ1?dnzI0Uza#c|E~$(cc^oI+;lJyK#jc9&O46iD%> zJwKkv+g83=600(2)v9y$pAc~NBE5^4ymqWYsNpc!Lmyw?)^v277!0$`S!E5t)Lykp zk$xcUh~cmt+u_2-Tj%#My}xVC&YQcw7y@u&J{CC@!r6AcX*^fSdRV)W{1P84c#F)7BPG^Y)8YR5NK6W1|r#6 z01m??OJsZXs!v*UEWfE$cFuajCR%ifUCfXEQ+Bk4F^M?(P3YmSTuJRQR*Vl7egFP4 z?kR+9lG^RgL?5Ogc*jD;OUJ-df7=QM9g?|1GCh0#Ts(DGMZP@8vhi)^-flLXyLIz` z)TB?;K}F8Ut>nwL&lv-HwhsqB1qQwxabDxS2;t~99ic#`PJ~yQ z#=z3hu)sE9(-k?oV^$|hCN_)WmneX&SkktM?Z#SM!J%QDQ(mnB*Lr$-Y7@tdm9#p* zRQkcoB1l)Kp#+1oLc3+pjBuk1(b3f>%FYOW0ADKQ6VH@=^ogb34E9T@4d%ObK~O7# zRa#o(h`pj4o`E*f*!$N68%PLG&yJXE%nUbD(a`A2fQ0R+Qc{ll<;#Pwtz_Nn0jiDx z>gqC3=^odwkK|SxskzS|EXV@}s`K2RJbl`c+%yv^3^kPWI%SnD@9)b~M9oA30VlG^ z*!XD=YqyndtLV28L)WZXvv_t=yD<5hcL`U`S>qxQA#y@~@=-5(eq8O@0qQF_nnbWi zl${VE6w1UrTOI8shK8#*Z$83>b{$)x)uC}6J-4$z3}~Janv)JRbn8^eU*UQ5=z*Iz z$DoxIGjsrqv6hcX_wbM-tGcrOHx(y>RutBk&lk%FYN3}(nBYYdIRrXpL}xnFE^bU# zQ5GEc_1%ZUV>KX;*vjA2({9vs`|7qrbOd|E-5g_)($OT&&c`{u#)dLfjB}L!B~NbA z8GK?5z$oa}cb2dVJrrYb^u2*o9f-I6q)*`Q(vFC_oiciF@}ZK+M-?Y|Wm+e?wc;FF zn6(dzPN=Fm0|=mSxEw_XS5HKHWJ91Ofk|m&r%?WlF4`Qgh0MN9O=$N+x`f0OG!g9@ z7cX1Z-d$&}fF+Q|cJ#WCpSBX@&?Q4se4B3lHMDtOusy`i_QbHgi_6ei^hPg)R?YuP z4!8v68w!_^y8W`v$gsD(6XvW$I#6oMTgq$e=s2J%Z%cA^% z89Qz2pw&KJCzOR2iTgt+wL}a&lS#u=i1-n{NV2WwRLK2oG(nbHg8u@O2kl*2n)Xl< z4;VgNnouH=Ff|UILb;CUIK*rqfRwSAU{IkQJp?1Q*V7&qP^Em$DCRSWJMugu1TfQk z>aL+K$UW+__IkEG6%>OA#O3m$p&5k1J!;=1v14P&_#({{5SX>=#N%Z`y1QHcya;F| z2+`&+m0D}A)#)nn-rwqU7?BulC(z1=fi<>uF zQol>G`)6>UM)a^o)&~o)=F_l*GeOfGm#x-lmAz&Qt=7pdjgu9J1pmBS(q%>Lrw!n0 zF#WoNLV(GH%LVYdQs_g&@D#cV+rQRTjcu{dYT9*-eey&yz(Vc_O6~?QDZbm z2Jc4(OU}C*&lnY>*&=L$ktJ@w{F+U=5b_2mn9}9N5$Mx zL4n!oRnKl`4EF#DQlYrHW3-qK?0ptypmgjp9rL1MgvvG&>-T z`TQnQNu==O^|vL}@#-h{O#epVM|ylh7W+Chf!lmgFf%V+bU_jOgj_ACKjtYo%F*}C z7zx!?$+U8>sA7V4Kc|`Qmj4CsEAloYKaCy=eWnd9>nH6%ml<^tt(BspqQsMzfTO+P zbI_4&r^5tkDBuPaz!T;?{l_W~8gyx)R~ULhaRbOf$|`B+CUqkm`N2Pf3cuM+XuWz$ zPQjUZSL5RP!f+F{*Uo(nm_}sT20;n`I|WIK7>gq~kMWMnPe&s5m^fAFSp1BLNY)W5 zYv{RpwPvjY=}j=5o6+K?o{UqH&btv2ks_Flix(dy@07&OwnpcHL`f2NPlM^Q)8E|9 zgV?SFOU7(ird6i`r$Qo;gjhJksi9 zO)zlo2sTHj@#Oe`nNU;hlATdWpxJ<+A8coiWOj-1kAfIcmaD6Wo$#($vS{(*R@~B~ zeW&<3?{03i_k3&tn6rd46s0LTSvOv?RNM+gmHo9`j#A)QK$=s@taG+Ix0^>ZYxQbn z{GR;VHSuJi%#5Q}x7vK>#ECWtZOXpjbowlAhv>L(>zk@`AHs|vF5TgeQI)fzrqg7O zNbb8fs{;p7SBWYb-bmf*W#7FzzV)peG6J8QC-xj|*4cmlL72p7nF;*L^M zIzTX)9z9axbWyg5dxSY-`Nex_1@347b$}P0$BI`A3k|MSY*U%E>`!vnuwRGjM}2#D zZyaAnRI}Uw6*@9pZ9RB{n`n?}C9Fobw672+iB2zjF`Cpdwrq45oS*B)sp7maP?nn7 z0g6x`$`frBBLZS5mhv?boC+%4kLZD!lz|ORVy@-*aW_GIt@{nq&2>rn^x(rxDJCbp z`7X*MM|Pn|N_+I+{{23JHbb>B??_er1hbVZ#VFJ`ZziMMDG6~Tc)i#~+)|YAgJgn# z-m-pocg!gB_@e|zF&fEx0NRRV^>!y4@1#`(ZbZAq%@DJ7q!+lwkcf!Rl+0KlxYOqz zCsW;YBP=YD>LQcSpyB-c)=R&Jx^ch zrD@(v0?Jq%WmEMhNkG}~@D-`onoL8^l9mzVTm5=e!+P=dUO0DZ7)dn!?#=nx2EGs3(9Hfpmjveo=GXo?taKVBFLhZ$%jVE2w zg><|^Dc@ev`8Q4gYHsBB5PfE^U%#HpPFKi9Nu@ps30kHCJ9`kE5W7Xp^gxHvv^=Bu zuT#TM1_c?=kNx=R(`@d2xj*Iy6TW=@e4HoZ?&0x@S8p7IK;vmf#&J@Y%I6sV#j~|z zXXy2fw>S^xlnuX@!l6D6l_hj-qFi2um~O}R?IGOe=)<=3N`+jOQ5_W(i&O77&!4Hq zgm9135^>)L&4x3MKH~QP_aoj_UU9n;$q!+A7glAx{IgBVkINo;92yd`_{t6ypRf~R$zrULUGx`iYz+BAzo{_!gFebW!z?65>vcr=17v%C$ zQh!8#rePayP$H%;^?4iT@tRUn4sHxe!SP%8XA$TueOaLy=mG9SY0Wp(-F=_G9r#LmJ z|3dOM2Lf-&^oxb<-1wbx^goz0eiZ2ZD?RMmweG-`YTUYxqf5E0BLsXz=VySXygd^p ztms~+_3OyP!ib$a-nJjzb&xY6jq zw4G(0IlBYs^Q=Y6wwBXB|J30>=1aqI?f*HQo=+$b|H|al?R|abUJ8X$$9~QSKb*aI zRk#TuDMKR1;Zn_3tsKjbfjsdSWPo^T(XfK3@rmW51 z*aD9tdr0@d@h4MG7Idd8s?tO189@jYRT~_82J-M=hdshq#ya~&^?So)3l$j$`)zCOElNHunirxv$ zy}#PVd74drXzY*Y=dUbi93*$h6KENJyve!@+0(}ou^N6{yknedFb<~Gcz)jMSLuDs_BAWNCn!h^w%~G4uMu$nA45xp+YKBRaZX_@o|c?=*!XG@w;}ToPxp}JU6Dc%e(A|xtR@K%LYJnU(Y<)A{f)KYaTJH#JwB0rC5pxm=4bLwwYvA!71Aaglx z?x%~)NLCj=>R_>M-Q&j2ZXMlqdVYd$=UaNx^|o(mo<3~o(4t|oe-#Q3fU%SihD-=x zY;fq>wc)Z-?i!E38~868stTK|tKy>`yIex&$VY^akVX1f()!Cy8E|awaYmo!`=6H4 znZIDcGv0sh@9KMY3kql&D>*Bp!y=Z2H_RT+WiHGUVt)mG7I_J-S{Tk)T6+E7 zcl+9<2`62iaMaP`o!|{so3&V&mn&Jc)b_~h^`|B4U%e`mdpp`e2fJb9S~{mkYiS8+ zOF-9-7rcjs(yU3M&ccWV8aOy~bEy52jg=l}2HFG?AaEu=!BLJ>lmGNTa62qi-H z%1BdY`4B}$Wk=DH6_pV(Dv>fOl9`WWH-ERs=X?Fm`Tg^|&UMap&gV+K->=tmJRbM; zcP1SW0cgDI8c*x)05z{s@YR=_R~ZNp|8D7{0_w zJ`3B7zs{a2S~_rY;<1$Z*igDWi!C*$&!4{oOf+Zi+*?^g{s$5x(7pNR)sWSn z0)g&s!gO}NV};?OWom;zhF8jXJZRX{IVJX6fN+4;1nG_qi#N6&oN?MTgZ~U5D7h`j z=Hn~hr8T)quORw_7KMr?U4Ks7aOKb7AK5ZO-fk`*x~-UFRqxpEODKE)zLeuXHFW(# zK(IjSYyrGz7ytvJX$&CkNfVlU_IY26bF>y-s@pNyqNVDe==>>^3FMM^#nnGPA!uPiaY;)%m5p?eB9fcY)T{5!n2v2n}JccgSv==gq3w8K_f%?qYWK719w zCqn3Ey{vaDb3BOQoKRJs1xRfOb*3xbqS>lOIUinN*|#R=23K4Gj%SJ(Ve08-2;_>s zeH}r7IxXD8BaQLNNjaR{IA?2qB9esT_mU4o-NCE9`FjsQ6=ij^nUzyB@9+zan74(3 z@)#HH1z92j!qn~Ss~L+KnmSZ+N~DO{l7DI0>joUf;8OlVZ@|dVLJN##qnhSj-45;v zW~K$uW$4Kdhxk4nI(Bp=Po_Kq$w5Iufo0D& z;w}eX5vDBv{Hzw(!ivo5jT_W(1LznU?z|nkN^?)&Yf9-))VN(9{<-`1eG%JOY~ce3 z4wP6M^|o!5DcR9Zqzri%cBu#ZShjJSq zTv3)2*h+0HuVpI?L*nh%=c{b=LTjh~nS)bJ7@%$2(r&k?95LCB-lYQDTT0Zw1qpKS z5CNo^)8Q_+)0~oYztpcWadEdnGn`^tL?a|ooM3@zy z-J-LpI=8~koC1PQI^WS5GUSRz#(*@|qS>{dpRO&XxaT26Eanu$5M@+DEFD9tB( zQqPFNEA>E{m*ZiUWkxB0heZ>dmVfNLqA%7s-IqO=w#(@-7l7Xtq?if8aLtk*Ma?>A z-n>R2VK@gR2LpUS+Ib*>TbHJDt)(vy-g9qNmp^+^oe3Vz7DA$;9XOjzM{d5rTM8Wx^tk}ojbx@3_nmA_ zFetAxvAkj4i-f0jLBE+A;Bp`q>5YwTm=QwjjS_Z3`VOzInH%=Pk4V0as(-t2=hJ<8dlN4*j0(~ zhC}(w)SR7CyBBe0>a=NcP%|Ytv*@~aQ>d9{TIPp-*GyV%lch4e8lzw!A`mwo0SQTp zR|jF}_2mP!?iXF-K*J(QiS?y5mhT@*Af$TbXp2KAFgYAY;*#ZEDiPn{60-IehK2$y>TreQHHXa^55v(~| zZ{Vbol_#NLlq$5jiTTGE1ZC?ZruXjTSP5?DJimSS&=gU?dzzk7R2alT3}KPptYn>@OpOY_;E{i z3{A7=>XN#;+6|YkUOhG|ZBy#;Hzb2;x7)F9?o~3QB$|&psmo>3PRi|bdb zhet#-p*RyECwgzsfYFNqA;dOJe@h18PHtyOejV9_*w8>bnf##9L{+3480e>`tuY3devVs z6ZWhgVzKFw#|wI20oA+gS<5}7-ej{Wvp%a|0V(hxh?fgmyafH*>rbDWEM59_-W$yy z#ZYfRJ<#}mJVUCzZc|T^MXt=7mIy}X8l-df3p*`Uf5WB`O3`mKOnT98DWEf@fWI&% zW>3g276CL;3qg**Vwsh=SUR*zq(HE|*z2pMPXl!^J7>*r=&AE}Q{M0+HF_6xo0CpA zk@LL~chfCe;cv+6xkO69edb4=jg1}7+a-I+kE>5oKrjs9=zKo%{RzI3FmN=)OZ*m`~0a3kByAdGxZMx|2sDR_fs}8Jv#gUp$Fef*}gBHl#_Op#gPIkM0|9<`1 zTFWmS<|LvPjjWY=Ta;^fHZXNsN1A(kZJQN!+4}XV=Mr`$su(Ifjv#Jfpl>_lUC((V z%L$q&e{rz|+P&G0=R~!fN$7x|T=u#a=6Y}TgoOn`5+|&S(BJXApkOw(Fe%#D0wRI~ z9M8O`RCAz%1~0tt;N|3doj!fq$gyABITN`5;kt!XhgcH9LnI@hV4u-0aHM< zc3BXYTOD`&xDw^*2=(#rLlDt*fz7D)Y}O*`>F6++1{@Ps2toNa5;(~}+E7ojxQO`B z$cyZxGfr1crLQ<3b#HU#uG=`{M`6XcZ+={hHd+^hx-I0`=Y^N(p7j`tGkDkAw{xF7 zdsa$I+U!f;$hW83HgeqfVP*D&ymg5Kw(Ol%zN7Z)b2(yFMl`I=*NX$|k^5d!gt7P_ zENk}e)$`!an^h+L*jaO{ia2X4=J||!gY3Q=9=9C@{0*rM;WDA#cZ}Ts0Pd;k z&3w?yUrm9y(AS?o-*4){GJB1Jos2h^PT;mJ;gJdooPHhVPTb5c;>><_bk~Q1XphYj zdCY~&MiheW>+!E_C|_B+W@ZxiN}9-P4D+J>1MQl?`9RQwxHP(U^?&t3{xL@|2JhFk zb%c?irAO7?PQfGfnMm{@3BIdoPQSY5i$DMBg|FmKf{ew^n21RVwvW}BT1@IxI#O>Q z3Cgs8cJEfi|IJReq?sC-)7+%dG+JJSjhS4dP8u^I1$n#$UnS^OMX;IN1zi8Pl_bhaRfv(w#x2k+#ZFN;I_t6MiMdFC*r6RZZk7MEc;)Rus zzuFga|1D!-Q$Ds~r_ar)7M+)~GqEcFrAbmhizVVS~H|aGcXPg<@$$=UI-9x2mjKX!NXH z30?wHqr1psXiw_}1z^fxUmQvr$_s0u=CJ+ojc1HU-54Gs%1r#TXS= zxDEU(jl`uw9w_};*PcC9QMtN5Zj^A+gUT!*7k($@g2anJUv+? z43P{Bci7vbe+!DA6I&~P$LogvrmE66us^yQW+x;(Y8YX1IaB}>Y+8Ch;vdBWdm*bkqtReeQHx5w zePf7!{HgVEOV}C34;>A^Zb1kkp}0J?JFsfYV5;X`mxMsJUZdunx3WIoAk`Q48km$P z>C|f#xeLg|y#mWu)rSB6#)3hlDh3##bD_O%fZnh=GLF1H`FWba4rkB4e*gYXPxTL1 z?l12w&Iw310cTPJ2OSco0~LI#5b|uIcLL9d9z{x~Isx$Eu^$8;ZQ_5XV_1*W(nv+~Z7hWgsp zyHAe`c9}|UA>Y&u$KHNi+TWkzNSBZ58b(dyN`-5v@gC7Ohw8ir1~ds0<;s0hfp}Vq zb=FS#ppV0j&|Xr$$DYlhZdtqXFT8+ zJoe2Un?0_Yx4&64ODoGeq3^HXawPlgzGv?lnFy+V{M4!beOj#BfTBy%i^0Xv60{N* z8~wvA*X8|n!|k2PLg57%fmx(DJWiRQ+xg0WX-Z#@|6~J^N%>~9X~W>2P1gmE=jl+9 zaXRkcu!sT=p-~pu)A^G%Zc{k7*;wyX))m+G_%nxR;sry65`*vWKrn{}$II-|Dwsr4 zH`QJ#oOkwPhv=TkRsoGNxUR)&#L3yWB`VZLA*Hj)-G!Kyf>WgPU$FzHO`^A-n?@Kd%^X@tMYtMh`cS&%k?Oq~-}D z7-6#QLd=Ok#Lf*T4I=tT5)q-C4s?A;VJpr%JR#+5779Upe z&!m1sC?`dcU38hE(pL8*v{mM=ef#&TMkO2?)w50FqR*c{Yh(vpy*l*8pCXP}3NP)z zbkxfT&`_V;AX4kV+ZsA}=RJY?gJ-5~I^5n!j7?yec13>y5&*f<0ad)NlOWQ;#6z71 zVET#jMkXOoVcw4dSlYD>o<^LPgu>H4LIh9_%|<@xGc^i%dmx?W?6RzVNFY3)ZmTF> zh+WN}Yeb}SB_#@+kA^ILgk;juOA8U&ApCv6p1yA0NWlpvxtrCL^$3oc?hu*0ablNY zS1{pX*h@Ln#;-~OE6iE;z4#@U{UIeWH$_s-s8MIjkOw1z+#D?HA# znWTV7`zEOMPKu)-F96yMGEIzVf>OpWd6A+9d2hPmmm$n_!h$?K*(5kE-L|iygfz?; zJ$Y1FYn3+RZ13-zo-`PYr;B~e#OwA_Ug9qv`|qg}ClVT-Jn6l(YC7sFaXlEbnfR*d zSy@e_AVVX?H6U_KeCKZbX5^s|)Rsgkfy~OM$W*p{|59!k8lPClgpYnLYB%r-!L(&1 z$f*lDEa8x5O15J^+v5EI%J7GdN_-|+;#55xbE2uD?M&^LpY~=8UNn)yfUVdfwoiIr zKI_XCxY|SJ-d7HsDY{c*scPlrWh#5c*e$c7Cg;gC{pCg2ZRtg*KpK!-0yZz`3*BGp ztx;UJY?5``y_4S-J%1i?dyb>#`H$cGF2z_XP&xk!TW)s#c~Qp9Y8bp|BmEg=N(CwD zQp%y+jD|#e^n=noh8LKMfh>pkot6<)R^eu1N5Y z49FGnSlHyO?7W4$e$eM#;9!W(ocoO+OP9iFLCb5ic%#SqNxP@}sJ`bh6^+PhyF8zz zNQ=p=@l;z)0(@e}ihQzK+=&s;X^kV1EW*o%{w@Nw3m*XRgC6t<8g1b?c1Ku<- z5;fBtvbT2N;vT~;MQ>af=WH{J|BTJy$G@*SDfonJ1on~PBEV)sIf*`a){vej^H-^1 zb~9in8BD4lxp$rqr?bzTS*@JvU+c{(tu+?WI5ob+x!0f?AWjtzfglTHCuCQbi_Aqk z39vx;9WHzLoj`mZgABS=IbKC3jjAcjbd$#(S5^~sXR~+Se=FU=ocp(Wjr!#%eTdw1 zONvsraVWDeFyl9e*(-Pa$VJ5bbxVpsUYap+qBuR`oE3%##6#%S>sws9bSa7eE7SEq zdJ=_4{(=Jgl!?Jw_~pc>zGx&~C#s|XXoz{GWoX;6aY?8EOvpFNd=Lz_T*aRQe09^1 zMJZdaT)vDT{2yJl>7hmx6#g8HO&_1OKWQJ?eB1CFdmNb76bM7fmy*^CF@zhJ9cboe z&Mbpk#f~jKVUNo0HSo#$u%M^f6ApFpP!VbI%RHxpqqK)~E;r$S+0}kPEt2m*|G^#; zLlCM)$h2kj5>u8p&YioHi_d0Y>iVBekPHg1bY2al00J(M9M-G9NWBL6g)2(^>izp) zO%W-;?7w@4PgFfW#GKjZB!`Q^ef3Oe$v ze0XBa0JRYI1%hM20qhQ$wuFq5^i-SgxV^rO-(Ge(d|K$GYn)2hW)&ron#&d^&bwjL zff)tqVyo;vbZDojrun5kNxCUcBLSZ56l0~fnr@Q+Ou5PHdZ9pkRQ&PR2ofv)eKizS z(@i)c?z)E?_;010keno(0_q)HVxvj+`Z4;aG8`+C^Mp_;EF>Jj>L{at0>xTOJ3%_Zf z5yaNPK|v>Q-;kEp2(JUMrk4W2al0eN+j8xichWd74m&!c46h9o@$zf(4~1o}03;L( zajRB0_O!Bev-Yd}W47T}Gkl~O9E0EBWw5@4%?X3Lg~ zmo`1VbRtHJM-xv@Doue5ETGh%*Z3Yc#*z3NY0q0AG-0#Qn3vA4l>=McUKp-;mW$W? z0Xmk9m84dA)O;nZAG2GpkQu6LY6jCF=ui$IYTXaDz+Taa;3$x&b`kobvY~I-a4rov zU9cV$sFLL`j+0i~*y*O^yf1+sM-w6` zCBiC#0beKD<;Z!QQFkt7zOC&OIoz;kPjXmx&c23FlUo%N{tfyJuirbv%<}e(Q;?A# zzKRVChS*iN<1hn3Nm();g@tB23m#@)m(+B&DBq}2myfkz5=4tP)Y6KaclX4}{N%nr z(hrBd^L_-X6iCc}I?s-p&k4ZU-t-Nx(8$DO__Ae2;-7o)z>Yk?==k`59uD4HEwk4Z z>SoyR>s2vvgOzhOC+$B+YpB|y#YiM#(g?7}n5@*E?1kBr8$5aM*kNnem(w;Zd-wLO z(#ngqze%O{_ppoT9$#Zk708!Ly`basm`Odr7hPreRj+qds4I$duXm5HQy$SH z8gx5p^!W>+(VRg1oAC@7TV26$W-IPw_&+~8JsWlcM8N)u(vUIYqycrcSWh{p zrFMnh`F68~Ma7>c5q&nseG4GLh9D3LOXemynfdE{Wy4yvY0quPPM!973x8k^Suf2t zW6|jIPUT9>$xh9q63pO%H9$ppH0jXe)DA&FC&IGu$OB0ZktDEot0K~;lR5b!xw@)K zf;?hAI26kX2?Xi$ark`PP!v$J6+5dn+$I`wMuz3$1iql?$9UTq6&=VTOy-Ht<5z(Q2{v=oR$29KX}jezwbIpHG}CBjM{MYH;USuh**c&jH^~q;4qcBO_TIbWPjp=iguYd zE78Tonp!cq5QujR_MSB&wQFbSly1(xYBJ3w4*++Id|k-%fFIQlQeI@927XnXX)!jjv(pXigjA`h|6I~52&s`{Jsq7=E(T!2^{e5f^U zcP>e)<^6mAm3Z{jTTi${DtP0iG~tHMop4L~{JRCsEd>B7ottzuH0<>L>_yLapF_MHpGl1syk%E?o3=&;>}~bWmbCH-(P5N6|R% z^yuu zJG>L>O+-7=qtoGKA7a{UK3&&MuO)8=^EM(R8}<|0a^bj03-eMc23FyEFZ-sam`=e7 z;`V5g^RdTI$GM*)x#Lb&>uE3Q(AD?rz6Iwdo_!`oTdMk@U>JH~J)i--r(9|I=Q;ge zLVj^S-G*D8Hbc9tc3DM<6^enl16sr!`+{e8>)u_7YC=2ES6%K2aBo+nQ=rp-!v89I z%rKETDy(Kf2ELx$#BKfVTW{|NEl>l}g)v>tmlXxlYYYV|S`H{~h&j1+DZ&zFXEYFx zBupef3>2=esucV348=lf>tt{lke{2mxw{YNglJiGLF*K|Gq90`fVgrrm%Qj0N&Tt7 zKQ{C_*|cxjWaKBM-sTuT=GkUln60K{SgZe}|Lo`G@=N+Hz(LI*E5FGiz!-vtwjs?g;%HNWU6dOkK zkWy)8Usxg)kpsufyxqD;??)a-yMygWCKTuiNbxcn`T zDd`Zc4pB?UOj7^ zbjidLYHMpNP~D|gzT7o44Z)qP4XDmQUII^+|K&)2XfqrjMnFhx`P2k%jdOU(QDAaA z!{>3<129-qq{!g8Smw)tSlJ-I`Mj2bi6@am+vieG<;S3)#w|ns-CnvqttEEM$ zLc;-xbHWIVMsGM9$yV%x#F%2Z1!2=cpOZ(OHnbSe1_&UJE(#Z%_?g(0q&Z8VkBCoo z7R%rmw(bo^A#6yfF`MKq7(UYr=59{HWvwOUkBcQZ41<@|xW=N8|i zg%O82jo}>rfp|WF2UX}KXz1z9HvbjTBb2I4kl6+(`UbA{;gPoMEJU^ZehU>1XBkt) zR0Zs&pXLjx>ZCqC;WO2OmurL800oL*X5Vkh?uuD5F(VMoS~HYkat{MHPaqXK%P_`* zj(!KZB!21*I4h5o$oM@fzO5{=8~5)EX$4^u{1+-$BKz0~RM*Jf+6w)S-4Ow~y0sBW z)G|~PHxE~p+}a#Q-_TE^c<##55=|6i-1^TKFDxi~rt&-}DXvM}SP7<^!~U(ET(uc} zip-~jHh@WOprZt=$U!5pH}sd>L@2GnUk4WFekGJsqTCG1R64qu;@w_TFg&shX^jmY z4PA4;%)chk30!Gb6ksBaVYQ^q(09Vl$x3wNdE?xly`>G?`3_$b*X|D5uKpH5n>Qyk zv>tL1I}rt#ItA98MIR{9oqHMN+--d(E-n}(L^MToaoAH{Kb*=HZUeg0+A_L$mWzux z)f4ug&^@+tC8~cQ9|$&a*GkC*o+v-b=_(FVgGse}Ym>ZAzukRK*xidlC0N}1pyxYY zgiK}M22Cg^KcyEhAR_SuJiZYO7!ptaT)Xq1Nx_tg1#CjZLDJx0YgO;u`9Z0+08yOW zh4&h(eL{F7Q_%+Ax3aRr@;t9%;*bmrUJ~k)*d=KL{wZc38hNC#GNyVwX|ALEi$wxoq4MA*koiG{{$&6ZRFv#V`{U1H5_(;%-?SO zve$3kh_I!*o?hZ|hgq|B@eh2Sv``Q|B|zT6Z%uMr?Wf_9`^E0t0&ZAtq9DxRj2zh| ztslt(h(&n$a$<0-`_ipTYxHR?mmUttXp7TrBGJt=`7 z?qks3V<9dJH?z*rNuhJDIA~EY3zh4*<$4`17)e~w=?A0%jo2KUpYZ6MN22z^$v8Iu z>9c2I*5-39(c6*gQ@@FVbq3>TEW0Jzqeq4U^BL?xp2>fKg3JrbG%4$I^xm+lDq&9< zIYZH;O^P7bpy)tgJ%+6PcPEMqZ8n2|VMyRwOuLR-gjP)D!_3(s__utR5Q8!ut4RGoYK^-U!rW;0T&P6@pF3)^n+!mFgwH z)X9zcPs~S*&@a9Sh3?%i6kArlk>g0{9Yh0S zQB@)jUf)X8eJ%chQM*GuZ$ZM7;*>EXY_yKSJUy)^3I*KU{&mbS8$mkFmr35 z2wFS$ULG~t4J;xcTU0i_vQvw$?GQSaJ;u#keYHk{41>1!2sCm@rdpOUW}=lpcC0k* znih>|=^{3fx%88q{sVt4Xgnlm>y_lBB+~q6Hlcn!p}jFpbPO0 zE6{_kDlceBZon<+9~ovV2nbyIg$ox1AcFBG%EKQxTgCyJGLC?bRE^_Ity2(HMLOIJ z0`g`*zfjBYyhMx-z;2dY!Nw6o0r}1h_xqIeqbW=Et?s(%M`!&r@*PNizuj9ftG(ee z6K;^XH`%U#Q8`(5-7ShEg}R-i>E=a<**Y+KqmRi1Tels+(jb2qrnL+UaqsAJAvvUx zl9DB}WP0^aAr}MCVn0cSP^N)2$C50AdPXeNumq6v@M>K1Ey9e(j2a6CTefw^qJK$kSC<_Omj2RV`{>qi5%Uvb}F3KC2_h${nq{Mx)wng4ee6^4X6r^s| zo4Ke(CkL3sUw_D_0d;5Ap`$bEHIGG*F=r}atuCA^EQy!_@ z>(KKSozuaYd97jqYz7b;bbHi7Iuq_V^_DF&3~pZLI7{-Z=Ny=gL1yTM&ggq(+E=5) zeP)ns1f)2p%$}$ee`o=N1xFA1vw`Kpj>%6RagI=rIPE|q>q3dNp^Kq#i~D86hQ*lh zH@p^aNIaMo6eD-(;l+RIo^Dd8YbG844irD4w?%+RXrs@L9nTO1$Tn^C{p2SDB;_A) zAu}MU;@6kyg6Ps=3T$Mhv-rJ?&V!~0x^3uT__+$PBx+?cfbNdEK^9jd;$0eT2(v#k z@!v2mu!bJPt(JG*LM>HUB{E1pii>l``&dq9hDt3MajQ1r_KYHxaTa}Bw3s?+l3Vwu zY&$MN^fQ8_zA%ExVyLr3@Y=#BBjH-k*c-We^72B18xv?CrI`c~QPBNIjDn0{lA$+; zQ?|z0ArjD(#nZ9R2kBm&)@d*N{Za64yI##b9FcK7b}gG>(m`etjeRn)RXuPU{p$CB z+)-`@0$97Z11XWo;bX%TN}_*EdvhRqW!s;F#+l%`=K$HCQ9m_q+HF${1mFQ6rxFJy z{o(T6!zdX9HLV$^m1G}%>iEP3NlGJ0sG;D5Z1}b|^lr+pBm8dTeojmagn*1+aa!cD z!1ldt=)l{s+=_kbhw&mCBQ*h@HVRSWCo{)Q;*h6ha)B zAt3hwtq;+E=rFm0>yk>9idtPj>$l&T%Ib z(UFZ69?JXCv8tYOS?cQl%|a8&BhOQcTr61qdaa;$7jeX$J6nd$2PYAw95=??JILEXgZpN1|jMVX0{4vZ_?z~C?w<6F%9D@q`3b*Zi?4a{8naDCfFnqMpI z7)m%Mudjq#S71&XRUTlYk58AYa;`}uHkY&qQFkRH}tS^0iE*Hy~LK7IR+ zh;M{Xz?MYuF?e`m~yHn?xNCgJHzAg~ME@PoL&oLt9YmNmuHy6&AxEdX%4VN@Z}A zuXJaC)qkaU`75zQxb|3AFOgyDCK$EImp^vLtRC4ndB&OLf_ z01h7KveDc=Kl8wU#KHtLv&KgYpaK{?TYp?urbr7dqfp3+&ei}^1y!~4bX$F>Vu{(=|*wqUlG zS+kJ2hz(~06QpK02;Pwi7MMUAK;*0?7V1+2ThUptoKN<%J%8fy6_di%+*v7?!w0Qj zkvGx%?;TGH4BAhf$>#63z)jRmt+LYJ*A?IK)F3YH0Gwqt6*pUmS_^mv;#DG2*oN@p zlG&H~6^FGyyVJgEJ+s9)&*oJ=O|~Fg2JUQbV5*64bl`I;0fmkMf~ip#9QZxBBzw7C zz**2I_5qQs(Hi%<>QUDU^OkFC9 zcr5MiFYxFWq-Q*H#tb$(uZknF!%-27aBR$0bO0U%;-kv+wb$?I9h)r*F#!H<%W8p? zxj6$-lPLb_e<^zSdB9p|-37m9{#Z$wDhx01%Z6;q8S04C;Mbg9{0W1`C%!1kpm?Cb z;Kd(4UXsEdN9wIsCQp`1-IMD!fBqf+VGAS2G|yFVE^5-W>GE%HY!RdDV0qV7qYBJ6 zXe^`)c%^vz!rm^(O6a;&0K`8PIym)qL0`&z2}D~D*2ax<6_l*=vl+P`sbS>pWMN-v zLLxhtX_ym3L(-{~C3LTw*3x?-JpgT=vi>s5B`n?E&Q5AL4ePVydm}uuhG=00f~)N0 zYVF#)cbu)iQ`OSH7L|?f3u6>%q1Ac&t5^T87JwG6Tq8=ifS0CqxZ%g&?GYkjjsyJ_ zUSmTVw4^*wdN_Vkm@J4?qMk|nMYbh%AjdneAssH+Vn=-FsO|!cRe#}{l3>TQ`nsXg zZc_7++t-Q<9Bjmfa3Vgj3MChai-aOefhqMSt4}(609S4uTfWGK5g$71e$D21l(=zV zH{ohQ=)vzATdOhv;~Q{amt6-oUN-K%h@P~E^DJ9coAxWy7G-3TeeiBX_%67 zg??_z5OdBVajC?qQS3^l8?sCPyLU$kd$fY6j}8{c%$7bu zK)`)ra1GI$EKdr#3Q89_La90A0gJ?~wDe}{4dOD9s(}wBA(p(mHLO9qDpD`ev!oEUMp@}YKpNg;!mOG<=-jP9lDBD zgK*Y6>RT%b*J_NmSjzG$`WJ!Wj;!xi*0F{WiUk+AX2qxlzQV_bxfNwAOOgUr#+_dM zdc8EauVlbcY4|}BQ9u+t7jp_fAgKf49#!*m``*pgY2fD@XDr?sghG_IUccW10Ck`v z<$*a({5okwi^d1_&O~Ic7jqGNhWgI-!0WEg}% z1lxhvq7Pg_MD5q#n>(~j^;os~`b#em_KEu(c;EeAI`toAN1a6=-JdE>p53Q1(dG?ht@Q#cN52nPa;1Cnq3GwFCK1wxdza9-W-2S<`e(jn$O=nuJKkx6@GFVr? z$yO)TZQCNYww-RMWW4ZJtFe0{duB#-jqE@}VeI;(=hi4+y$M~9o*rew0BRfC^@T`j zum8Ss^RbC>!h_H2D)-MnaQN`x{%hYIS(&{~t0bU>IeG*E2ssOb2;gT9unG>AxFu_g z_i73&qGJ=3I%SQ+NkaZWC*?~@45(y4BPoOC+Kjv>&sYj$iUzM6B~0dpYJ0od&TiDG z68F)$;qTE*uDei|rTG)hPln!5h5ZT!YM&-th3XNOw*6jmZER`CosB{o4HTO%^K_1k zN~pZP_pnykHkXy5XJBVZ#A#~j{cbuzl%(9_nnHK7h10VeQ3Qhyh;$PP3^UR~fcmWA zqV|n)pxP5FoTxpe$1U1ay_lV9*(dz_t@~S=X~-;Uac|Mz-lG2a_93?$;`P&eCyir7 z45$8s1vG*Sf1Y_xIlv&{TMbqu54CqgM=!trng4W+g*!yHLrY&igKv(;5{$`$%1Pk`!#J>9A{_|*Pv&s~}C`aA8NUIbUSG&uh$oF&u~ z;9UrVUFKD)6t1@j16}t_LcNd?GeY3)>h4Di?b1X4JEz4MjODqcyqrAx^&%$Nc6;EOm2)ZkjKq2{X2$D$??9>z3$9QwR3aAA3|L>3{)r6L)}{FRHP~!@oN^~ z+e67TEj8_aRu*loBGP5TGd8bnhRQ2wcvm6Z`Ir^3_rmjm1K-WgzQYO;E45_cDsS&p zeT_XQ5eM8Kz%p|>t|6zdWOYB2L4)QyYoU%9PFf#ba^`(iCoH@hRMr83Nt!IPEO?Nd zOpgAeX{cgNb`42qjNC0)EJ2a!fT*6%dRStf&R;MP>WpYbdc%bYNsHP36kPJ9AXtqs>kXt&nMgN5R_ev z)0|OUbt0lK4#kH@Nm+MnfWh3hxzK8Mq?x|(%Va(<%?bADUwn^kamWskhQj8!HFITI(3)4&H9 zUGIg?ih9NY(p##;h&f^{p3&zHAe}g?Xa4gVp*WK2!cZ zSrAb^=DFpVzgK@;LF%OTHT8RQjFbESoj1w<$G8cI(HK?%^U-fZPH8`U?Fi?ge&oLs zWhB(!>NcKB{F0D$P+)*43v+_$LWR;@Z^bMK7RV?W5kE0zZ+pXI$-kTnU#_9D5CJPf zY>Erx6>mpzC%&OL6Tk*7x%LOg#;P@HfeQH+4eS_@g}i%bD9k zrA%X_MBD6yvI%%sBxy`eeV#$|^M%0+M)SRz^GF7d z_;HEhveO$UoeC~3@5Tl?kkav5n4Gpi+pj-<+{Vh+q47~Rjyc)tVPbUg zV5(3uaC@}ty#Be{(rvIFUHkM2SzUk3T_t#5`#c}~M+9ujus1gp;b_Ht@%jt=eD*8N z#2=ncOZ;-6f}$!A8#$&B(~wCm_b&~hi#f{P6{Ahle{vHjYi7obwRbuOFITc_QQ1eVSS&3L+IGt8z`V*3f9fvY7*e9Qmo z0-4>WKYk4;+I94auuQI$=@PktYMwdv+%~8^A;yep8WK~QN>!HvJItV2+GmU`O4KVmeVOiiuVSH zWB@5oyn^<_MjiR=Upp#TvOB1%3%-p*6v{xv6Kb_+hIk|gG(RkzbZz+af>N=W=H=Za zz-o6y#P;N56DC>g+NUtFw{}EuC^Tlad37@)4eo%!Pev}K_C*LH3Sg5(TY}7%4pp}n zW$M6zh(#N<=&}>68q{5e$0V==(zxO5Cy4B6oW69O0((4lo6Z! zLe{$fRbFo}OB@GAuo_I3hw>3Mg z$ouz9QBgre^R?b9Z`VT76S85wRaNHcxH#rQ^akV4eAoI%huWGNhNiSn(Qendb2ARl zeQQ@yI>&g@05L1{X`b~`!!U#K~598i2~+hDr^eUIy}q7eOKDqeT|>=9n$nw zy^_+A7S;-%wf>vo18}*r8C;uFN|WANQ8WE}@|67T^xOv2CYN2Kq6efWtic%ji|CsF zZ*-KCgDW)$nlFcYs?g;Agn4Nga<9hbb$Jzb-B4m`u6u7t>FrQ|G!;WPSnxqZiv^!* zh*^-GMQ48P*BTLMmGym+i+Z%XX-Me;UxjqYO0Tn41Z`1-d$!U9Issq~Yk9(*faje2c_Wask9v}VjQy!&W;^DI)h_$Hp7e(oSJdL>dh;R_#SumtlNRn zS-Qis+-C#-33Z>FJI5d-J+yH+;c2*uO16NBiZhSfwTUa*O93= zn{il)*__0RQJcz{cAE0^)hge2Q{PUna&apgtG4R`I0IU_Dfd#v8;RZ-NdP7t@v6~+ zioTA#07k!mxoE6YDG?dS>0zW7T?olXx=n|*186v*y#4xmtoa$N!>RT5Q$6?uh8~H_ zOGn7*!;gD$NxTM-?pFeaCaYo9*CL4kkwcaLa^U8;tDcWnm@WL8d1S2GRZptFu<+L^ zHA80({Qc#H3a8(q4K1Fi*uNnCfujpGpTv7fTR=Z6MvvFh(f7Zq@UJ6r3p_QLW)ul9Q2i;g2a4t7I1b? zF2|0rm6w~cU)L7+ra6mLG77>j+kP3p+qC6Jqg_znyZ} zz+u*P{m^?x2u**PpLlGGu*$op}u)7q4)76fmEN;4@9V;|LlrN z1ow*m8V`L_t1lI1{$eTBKk*7!eDkR8t~ebGkl>YP?H^ z1iChzA)E<}97?g9?|hjBBIy>b&jY`A*;M=U*@)umy_wyc0kpboq!L^ig39_WTzG@zhDr%8P7~I!Fl!nym6VabsG&yKu8GOByWdUZH;4p?AF+nZ zJT>eMH6?QbPtLd0`h+3@yZyq1y6dltF@bG<^2D)S6ttv-n{oX@(Mu#rM)P*<^dG%o zsOycp*1sz zL~33Vin@j%%xHyCFSjP5M1r8{5xjn{20lkOK3UJ^q4Js|?vq2d|3hwL#P4-f5%vbB z6BGA*Tt9foki^kP`+?($+=~r+@PVOc`OxfEr;qkj8Qkd@ye_XXwOJsliT-|{Is7WG zIL@0tKWW1v3QEJfGMrIGMWtxWIhL1L$N`MIQj1fYi(=}|axc23$*Z1549#SPGAkg_ zJ8u!9=Y_D0-?QvNa#X0Tc{HMSK(+uCDqjBk=^pxSClmS{%hlEcocz$@d4f z&R}fERtaW6;pT$HCe8O53=sD+=dFzNS36 z0|A%|NRRd(GS}tr;ELf|^H@a!Yg5|E^aM$3x_$e^Q$bWiUwu$`BBdI%E1Kwm z2JL{yw+!z(;ht(7EhU#n)8pqEg2dPte~=@fKc^`guhvp&GE4Men}Vq+HyOj>GG?gP z`t>qJi6IP9upwgKze!JRJf)bnxp^0XmErVvWNd@KOZ}NYJ$slb5O_1*?yt_r*9a`Y zu`GlBqBa$|?LfUz_IGX{wcSydqV4S_k~?A^3>|Eqi_kNttZYc9Tt%uKw zAOlGc$H#5|)^L)DASd@4s`zQrtC;=~7`NdmDCop>9~%d9QyLu?_wdtqzxCg4aL~@X zt-5c)_(1{Nk4ze;d}dN>q)F1CaD#z|_-oc>H_yuX;S=$znVEC#_itd{j}AKe|X5gasAk13E=CJp{#sH^sgoNl!$fR!pXO6$9mhiho=|x9A&|E z&9R%<&*-`H0`3OEfH2zlQ_0wH*u`CGFxxfOB)%}m`4O_i|Ha%9s)18N0(&4T6B>)= zAc~3C{AxEOfe5!mV{rE6suP9asR-`G?Y4X0zRh%Fr37PG@k8XDWZ(aBg;{m7A1E?p zw>S~-3eEkj{LD}HbmkO&`tC!=MLYDA@m!oLMk>LZ zw#+k}pb}gOA}9K6x)=RNO&(ew3sLDk)8TrfzLUboRsEJhR@6}lB1;FG(BHvB+Cmx> ztXxPTh0H}dYX%AL5a6S@IL%pQ=cj0qNVRL%4%Inu<7;J;jzcCU4_J?N4dtWw+v?ge zZ35af;eFo=lbP*>`q}x{_?3?|)cTCDwH0RpIO*GKHb~DHjqbES`vjmQorer=3-zS{*FbIn7iM@0m-MfcbOETT)*kph#EU+6U18@)!zw$q{IK2JzLk{bACI@tSShw(@ zX>+<@oYJ4o$7Iie>|_L%AQWU+NJ^X(tX>0ukuI53jWWo zkCaPP{miy(Em#J!r1;q-c}*VsRNm{6TDs1~|HobcNK3uYgp+-LY@|K$a=*EkgOaR^ z(u>8L7Nu0ry4i1mqN3l_7COE^4@EsPeY$dDa|d{ZM8oz~6pQj^&0Yo8pxSK-?=10_t%dw)C%ZO9MmLBL zgyNRvQDfj;=)MiwIv#mTC3loX<*EDwyt%_b&kn*&P#M}C=%=jUvjTaJhLWtD)I{OUc>J} z`z+eF2YuR1YaqzA#0YQ*iSV4cmLhr$vsLsBuZs*17rPlIo{e>X-+LZ}&8JKTyeBcW z3wuds1WFKA$iw2sB?w*qvm7FRr)Edhx!-6V834j1aG1>>Gb=kgdn9We999G}@UloB zjQyO;+(?+}hBf10jpiryVfQcV+qaosUCWgsM!Ug9gki8^VM9cT$poelYX6&*?~tdd zmBvw3PmuqS@_q5*-Y^Mw4(`49 zZU!%`C6eUsZVAFO2%KD`x~XLaOK3%|~6d7J*`m zDj~8^@z?<`zJi3ikxk`%DQit{#(q(niJ&Jr0HP6tR_3Y&zEwNLSlf2k5h?#jFxaO& z=;x8Bw97>HbD>+S5+C>A#dSE5+llQu-t}+P6r$i?fw%I1KC7T)f$Lw+ArhRugo>4|KVioNW1@nt1dN47h{rkJQ z%Y+0u%r*K1D}P4zc((HLiZyTUyQ)N)PY1N`&;2H2$``#|#@=rC#nQHJddE(vCU3#H zx|}Y#MHL64c)u%=dBZTDIlgTTGYtw>c)a=E6^+{Lo5f6n(#7A0-0cg>B6&0v=yw0q zF|)zd^(P!CF^yKx9Zf@gemwk`XdNH8g@EKQD_3E2<#d!MT-#h;q zr>k92rK1#ogghq=st&jH<5xX3z{A7^AI?*3jN$!D$7j^bvN}>`e{YtQHgaId7j=-eC3NQF;5PIm)gDDU9 zX+X!Z2wG2$y6&AqXJ*i{w}HXU)zU8Zyb3iD_?q*1`opblI!8TV3Ks;_*CW=p2&J%)Fw;!?)fp{p?dAL$*W*sxKB(#q*8(m7y=Cwt*B(x_xx!(SL@60^}%Dx*W1(jeAs1culq9Q>)j zi#8Mx6+&?n1Spw-)dc+6bLg2nHUY*lBtVLLiIa^6~@-~se;87(os zJDoF>=>f{HikU=mh=g)YcHY-@|C?Gb44h;za&uTy=Fwx6?z{Jk5La<;9ol()?H2UW z$nnDFv~JTTkhIkJ&E2aWfx$LolR90@%U3EC^uk&dTwDgjApi)o8on4bAs7h+nz597 z?J7}Zxvs&7jT~X9W4~iAtA?W4FBfVJK|8hkwU z-2(sCKsWRJQYn8$q0e!``=G9b ztMyTv{C-g&y?&JzTp0JdI51WpkU;J!q|E`Mq*?AD05XSkioeaQo-{A13d-KTG6;0m z#&61X#r4%b1yqzt1|=q)-qh`OvD$G`-Zoy_4~ zwF!1eu+fwj?sxVyx^VhWp9`W*0=La-mo%#G-qY0i4?P#E1%C;DeipqN#Pdzi^=Oo4 zt?TMe@!B&vE=7$^=Pz^oQpd06KaAkWJZRqA~*yX z!S-Obdc+L3v*~L0EqtGyzdw)0NUn{nZ+mZ7#WeiC#3Zw%h653C|JneQDO&#K=GRm} z9&)j4nGPL#3?%T&G5C7=4yid`jO4CI8PeBi1Os#NXTA&8VJZb3JcAjVGs$C)pP2$B z#7#6NlYiw^9Ef#zvbNQ+9YgStNazFgiuhWZj*m25Zhb;Y{3dd;e^pbEzLo(8PV>|> zhYIFH@zv>+D3qxJJ`WkScqK9^#`YzpFCCk$#-HR-s9Upi{V-CAARSpSs*WX(o2&i) zmdIS-7VA+6vp;0M0nN2Uuca(4esrW|oJObf*2`RRG>gh5ug~HpWskGpd1=0F&n+PX za+L|1nDcvg<@JtD9ygqQ;gjg!&dDAEJHv`wk_tPHI@_u%<#Hmq!7!eT# zPtuHKE0P!hVrQdkP>SAbI&x_kw0fvQ*4;@7}cU=U+d%T8%*XQXZx$CuNTpEGlulUu9p;2(g#zA3b7O>)nQ#pNI_r8pKG8mO=)C9qU@J z7JW9gZ}qjj&OcrPyNdGc!j+_wJjs-Dxwf9pw;KvEWW2XUNJR!Gke@^-D2S6DqfC74 z;Ic;(0ie)4D17RXMp_Z)mcIWlwcD#cnhU7}!<;mFH9`!LM-ROqr&-@Of;PMd!t$ByuDoY+H z9_;6ywQ_a3#QfYroP&-`AgLJBV)^|<>Cz}W2E zrH?X(P& zM>V~@Uqm{_sVw482)(INLf6|S!s)!y&jl;O1` z!XhA|8$_jHh~b8XxU|mC41Y*# zf7*1mNU`8V#Bj`hWrdXrzPWkxZI;66Fp2Af6>Hh03m3um2B=HS=CZ2*rJ_fm_hDgrGKfV4BeYKNAmGwBS8YMa zkag%5YQEW|tV;e2C?k#B~B7VJpN%2$C5+ONAojNi_ z!$B*m18w_N6)|IS$)^)M4cf~Cfg2fj{Zyx>Q^1M>_N}~Mwn8GPSqX9v-S^+9S+1a( zvF*LaA+N)4+q;agT7RWJNO#x6#*dq_z|ER+g;`jx>smA9`;Zqpc-X-IJ(Vx@n(!6M zD4^67Kr5m7*uE2IpS;|50^07A*;cksEU1{|zTuBhn^+S>AR-lSF`5#8k z)nm$V&MRTV_cc{kdu%(s-C_rOc1D zB4TH$7#Yu;_Q`g7dfq)B0DAdGFg}tQi3k% z$KhR35j9HxT?`+J-u(9~o*gwb{M7vc^SY5qZZIX*>s<5wE4B=#>LqvZ$B?m(OfzWMV89To2okA>{Q9E&pp!=QfvHwBv&T_ zLrDdWX}Bdeh5C`niNZYDKiQhT@)V8{YW_MhafWwqRr_qq&-2|1UN@#GJv^!2v0Q7b^ooy@D ztLwaZBaq-V)(KS54pe6aS<~l(w~xF_IB&rytutM)ipOCrg%NV+zhqkvE?TKZieP&YkFr@GTGkv-5|&-0|J(i)+{DS+`rIv zEj~{)aw8SYNJ$y%5LQ1{n92zUN%a3(#Hj`nFAa)18hGR=jm4wkR_NUw@H((yg>91h zWXR2X56c5*P8Pn4d_x+4RJOKBVz2WENdhKp+`83ItO3v#fle-L_s9~h;b(0?4HRTl zofdWz%?e6NmUCGNTf(BkLK#m=ILh(hh4CO;UVIPo&(0~tSRWb@7jjX?LL^G$3BXkc z;m#+3&u-t{Hx0X=Borm`Q^Uh1?!XKqx4VLzcBE^($X2w}REuFx@a~jT5GZ%`cgm5f zg}(A9Z{nlY&&S7=`!3^=pn$}(6u^7*_g0S#rQv2oXa9sp@$P9k)9qXX zd;t>;O-)KlUu!U2u@QgagHKgdWD!|15w~WtZW*K!I`*D}Gs{rDdb@A|xlmT7NRSFY z%l<8GbKw~S6l1(G;V19g2Tcq(A4O4-yN-i1|1Cx z($m)`9@&i6@oEi-ZBKW1#P&yh8@~4hdgFMY>Pi~gP5#aqs?+QDA>GYDSYi$_^b%QZ zCO}IjRY-K#1IH&=&+-irGfmG1O;oo2Gh z#H7@bC@ff1qz_3W|5-6SSzE3M^7p^7dRLyO^xt3g7#bUen#XB%%%lM(6>f`(`7}J5 zUMfO%c(|J8;~VfSCusKohQBxa1#ba6^n~s+b}^`s@h@V6Y~pHN$Hj}8{+rD!x6FIz z!&iO?eU4vEveakA1_w_5eN+nR)Tr)XDj_KatJZn>?8DDX=| zhz4PXg^bxg;O1QQMcYe@XnggANd;Lw|3NM4+`R7dzWdSbb;OH_sEp<%wmZ22pybzv7T#$Qp7iqVryoe85C z%O&&)f;^!!>+t>Cp*?@@^lUG?Ki9r^RR4yo)1So8u_*K(w_5NB(bFtKL_z|OkVx%j zTo@T4#^KNrDv~B}3%D#HK?luTJ65QEVUPA7H~>R>P^8Es!$V9a(}R4k?b^Ah%S6wk zN&n`XmW}7t=RIBRpSKtV4|9>ps=FP2PgDlql^DLA}}3^Czo=!b{i7@zR|ZcbzG#5-F@pKSWYEPesthc z-bu;!!X;DQyOl=tfT=za`SUfS+;Qq(pFJy2x%zH;fcKGLcc|HFcgEaEr2}h8pvRM& zM89~r&;bPxOro-VTGbQar;U-3TH(BOrq#m@&4~?JtP+03nqkv&DBDjNr|v~#cKrKB z+RcY{pIKqMs-kFk>31&Fu{dBhkX(7-+@K@o=PFliD#BR;hymu=M^f~YzVX&A8_u&; zf;1WnkBe@AztIfO%E->X(f8OErwADxy(9wWXfFFNQ|~rLIiC5rHfmjRrD{a=L&wjY z^fc7xO&En(MEZ4H9%^;kx8L%)d3}8^<|WB&0iEk_xp8iD`yYOl&P35VTBvX)1q(JH z{`Dbj7Zn#Pz>gHjm>05jFw0SKMbX^+<`<}BdHPs3j z%O;`F>0V<^)hgMsf-UFv%vtf{#QmfCO_8W0Yw*NLeJQ;(?j*dUZ${NMH6?QwMnA53 zi=o9e&9(di)++;n!31^wy0uhO4$RHZ9-2SRuFu)NCjLZ9NMc;Vg`PnwY8xudH>L0V zE3$XS|Ib@%)tbn74qVP*04cMoASQ%3-k+WES-4}4ywAaO;lWvXe#!+QT0*Q9H?*7_ zM)>=R3k;-6?CvKW9fr#HZ*OMAsRpHQTl=-F^1=2gaZ~HfnmY<^Jhn)L0*dgEPc!0iSSi3V;y;S0-ECxcv5+1Z`@XBV@RCGz61r{UH1 zrp|YjDR1vP8u8abHIX+Ev3&>3?5<~XkEYs!?{!zoOwW@qqde8+v>CSO&KgdES0qSl ze673{=3JCB4%eR>|4`|*?Ye~+0e>dc3y_a|wJ_`QRo_=0o~F){FwYa=L3Y(rb`2x4 z{lGO_Hq{Kt`E;k+eZNMCB8*qJpruET8)wa>|7H2HiKR+f8)Qt26dP2S^kc!9W2MLIxa( zd{r|n^}{~FKc*C%efpfuDVgU6DMLkuW+L+}GS8u?P=?G> zGG)k+nfJI@>wVsL@BMl9@a(<+dVSXOd)6}C-}}C<^E%JtJdWeM@0~j2zjY6^w2 zPF6-zi9(@Hrcjov)2_sKtbVbx;QvuymylJa#g{Yf#k=_LRaa#$T&Gaz^~wJ&ix!JA zp-{F{WF^Iw?VtZ{bx>EXTc8=9V69(vk%>uBlJT6Dgq8HgYej-BSEW{Pr@KbRbOq5q zX4;qO9l0wrqSI^BCDZ6oWjzVg%$57P_JzLZZfR#fc5wga}Rb$XLUOd zKH<@wvi_WPlgo?a?!RA$0wi0Pt!Mb>OXc<|UXFjhz8K5v{ri2tQ-;gE|NEb?Y*d&0 z=j(ONx_*j zNAUCKYw@G^?`3Q}B_t)4;|}%fhGOrOjc#s_Hj=mT(R^83t8Cty%@pE1vTE(xwY9AG zn`AlttqQWOdzJcsm{q*_lX|cI;luSZoEx4C+sGN^MIK+EROh=mjSaQ4i;IiDudF<8 zcLbMAKc%@CdWz%P+19drtDf;`zBR7p|A5~S5D+N*`QcF=t5;cadb&qJL4lG(_$lA{ z8NJ$Qp$%trUB;PyeSC83&bqDj_U%aq_3;;a+VVu|6Er=0zedH0Y~$bv(x zHOh&a8CUSpr471npU8#sQZhXr-n|>W(&*yF6C8fqw{NEe@6#?06~Co-T zS<(D7-C^{S^*|F-P*BiAxrpSH6!8#Im-Vcy3AKO!4m3YL=5XNm@86+GNe{AZ`islU zX+C`T(DgZvTTxMQy%fVv>HEsDamG9^V&6PX)XDR@_M@z*sfoqW(J}e$+p@_&Kducl z2?iQozI@s6^Yf!ut*vh>b9-cE9i1NQz4fE~0Z%%glc=(l)dBoB)%o-1A3u4b-&6f6 z)24qDrDJ-$fAf9=YF<7*eLX#jf`Y>ApK|uPr;qw%6cjvTV)pX#@&{?;7TP6bjohd-sVpCwf&? zRV*tWiV6osap&lAN{J_Zd0m{E-@}LJzPoHdG$dw{d>FmybyQTiSwo_6^IJaA$quU7 z(JHZT>1NE+e+RsW@@MGqcflER_~w4gwquz&IffmDHv|qIEb-lX`08+n_%>1J&7O3u zH#0IazHIKY@LNq!UtSX~{pYjDP^k0+w)dYu-+A?FhpJk-Cw_MW@1RXJ>MnnP&q!{Lz3f0 zTwI)z_SLJ&O3%Z%4EpO6Ci{~L^o)(U_!Z>jB&uE>_j~k+ik+SP$kC%a`1sZ}zqL3i zFTeIatH>S1VP*4WBcr0aIwlhnlb&xWJMYl3deP9cZ5I}1$#a@0Lu?A@7gI+(_V@Qs zHm>2Yx3||TzP)Pl#{;osw*}YdVs32Yb|wZ}YhqP+CTC`F$f#!i4xCKV$qVRAkiT?k zw~$5C?Hs$I;&<<;2bwdaah3v_1TC5vv08l2E-w2W$BdsJbJ(Dvp+Rw{7n@xl%&&V2 zH=k`cq|=q+Hr2)KJk=H4Qy0g)Tj8ZooLZ6rp8beTAEWDZ?;a0oQ$HYq{s?~{TAWlc?}d!@zS;6y^0G&}&)h^XIy*b#tZKIuxUt8?#N74r zDyCs~rW`zYkeY^OCpY)%!&h2P$jIECb=1^sUTqj6WWhqW?T9;aL2-L~LCfE+xxC8v z?@x4pe)0Y1&)bECClFqS3-fcs!^0;eB$nfJ(coG>EP|^aupKY{{6eHA!%|l(%SuY$ z$k3)+DiS$MJ=Z?v%dw3J(fyJr%(44>dwavS)8e1bk53LV_4z+~B*n_gT7&&}9{G7M z_n3%?rt?^jpOS8dW&5VBLgrj=%^Q_s&aS7f`TF(zE8ZhV)ETM84;?tL;k=SkK;jcI zw|p+zo0BEC zS9iBJa#C1$xM75a5q6q$_08?s+1VB4TzmI2Xr>wOz{UR{g`PJqFl*SSxSl#i%6pT6 ztn9s9XM_=X;McN`7@KtS990e>!;FuOz4P%|>)@cJ^?de;{WTxEb{94BX!u#d?8s@4 z>?*MZEqnv(X%sl5DD>G|_w(n^ov05gI-}n`*}ZOVzkB`HM+PZH#_+H(N%8gX*p53Y zJG7)uWZDjBcw|3*ycsu9)7GY=&t_EBAF%g4V}-Z3ch~5KjT?9J+g-cHFg`wBiUYvq zyU^Lru2N;9^4>t$VdQniG|sO#u8!z<7#uh!qT6=a*ua3pb-0LTwGH-^X@&Uus58$Z z58R3U?EMjE2Olm;PyfKQ{V*zAzdHd`VJw_8M)la$j~_lL#!gI3FyoI7TefLM%!^L< z?8Ke@L3v!=#k4CqQXwQUH3>n-U1!%*E&jVD>kWAV@+%dAJYig3q!LNt`R;Ap!#(zj zd%vE({*I=`MwO@b!dE-oE8e~Q=*7fC7U0{rZ>wjpAhXB{v4Izl+WvkV9Ui_@2p_v6 zCg|bA?FyzboxgtV#?C2ZGBGmVUAb~)SV~F?YDP@0C>NIuS?*-L8@cj9Exm1dIZ89< zqt4#LO4!=kuKuuEk+BqEbr=7A-n)0NGhF(?yUSHC@1e4VB_$;x zB#li>_Rh~uw97U8MC4%S!X!Bu)RJ`gSXfxR#`_zXhuZQqyRI2c^mKHDrnZ%ooZPXW z^YlX@^Ka*P_w7?P4SDipFCyyNO?Lz@IZS0`krflCB_+p%zi*Nt*rTJfGt8`AKTp)w7W9i+x-5fXygDuu{}_(tNW1A<;y=>vaUZC zG~1M$n@gdHEzBPLJupC050!gvE{9>6Pf=f897z)2OFT^HI{Z9wR^8ldKQ2Cwi#Q28u+kbZhmHnQc-|< zt-#62xqa8J6<4lY$#kANFfuYyouGO6@zbZ==@TO(#l;?L{QUjHl+|pvhWQ}hQ3@Ly zFPNA;{e8v`=_7HB%_wM}cI@z6vt@yAPml5B^t1t%T|L`+ZxEkmWc4Wp1^OJ@0SRRB z{YDjxKs3LbGw887Nh6sD@R8h=t*x!sMt;h^e*HSsX<{(bs%!Oug9r63E&0Xl`lP0( zr)5r`e&jaP-R+4$DE#nY6~K%nD#Z7`zSXBsSDKbz*sAPuC$*{pps%<4h9rl0p5r*9 zXnXLJ;M9+wK6SYrMo-dqXtA-WyE)=I6`WVZiwvmq78PghR-v^BP*M+`3Yx7vdGaJ~ z@Lg%?cOX$NF0Sa2Z(Vu2&PYqsBqk;vah*NFChC0mYm`EGX69yOz!Tn^`1Fj7JW!Mk zJKx{Rn ze@i~Kc;TDNRotxSgSggL9Z%fx zXFg~&Q0ch;6%D1SsVT6YiHRv@Tb%IjGf!_LQE-Tg>KNtaZuo3wYkm=1bbyg zDo>0C)&t52S;NH78M)e~=eA33nKF_oWpQaqtp6A5u-pQW^2w&aMAPtnbjg^(D zX#w|s#9`!OdfC3Ahb9!jWEz4Iuv9+)Lhzfx>^BFyx;y}v!jqHN|M~OBxGt8d4+*Q+ ze#1R#B!$x2nDc)+il`8tdMJ))pmLb_eMM2m}yA3lCed;0Wgt<0;- z7CVd2FEj_P#ZI?W&Tl(#krue=eAj&WeOB)j!*UK0k*$|MKQEe}n@KVGy4&8#>BpCd z(<+WSf{m4*y@5$0ox9kOl%JiNI{ppIGgjfcFlYDk=TEM{kR#WYQ>qiSMI0IdVmp5R zd>xRBWfYf?knkFcZLXA^VvxqFuukHMYilFSWEz2AOV?{`!B z8erK>*EwM<0BxxCnw=E1S$%;+B>?fLk6l-ic=qls!Wv)u`}+c~dNKu#lTzd7($W=_ z^~}sssXD6r%({DeXk(PU(8+nISa+p2Froskp%i}pd^TnfFyXP7o2W*b@eQEj!kQX} zqN1WBF4NZO<@X*uP|M;TEbY!msTB|ultPtyDdwg#a7|ubz8YA>98hR}e%^j|GNt(X zE~jS(Mm%FWoH>b^nVC)d>uw_nmh86s64UbaXkq;KcpIc>7$93tke zWjh`EinVOV)OFg@OwJR0lkZ5wHCHOa$w>_?$&?r!n`k@GR0P53t4lS+1bTdfmN$keao>+l4yN--09)NhZJdP>8Udp`Vd!{AD^EV z03LT_AMJjnonyNhr@`9V`YOuU>xc+_9IhkQJ?DH&BO)SJp#OUJ?j6NlVtHj**~(8( z1xt|DUnL}H5Aqiqsih-|i$8r@hcfEv?Y-vdA(NZ4v(DR&J2Il?-F)!ifwR#QJU^NS z8cRz{LKNWRN;NI>R!~tCV}nxL`5#l__iDtgzAKR6^KGtIdU2OY=zJQ#MKdjBI21r2bUVrXb+-k2)&y$QMa zU3s}7ZdOK4?xv?F4aw*zTgROKt~INV7YC^4_AQ9?@bvsKGgRRD?Ag|T8hWj4>s4a& zlRG69-{A)j{B}xnYi-=T`7W@UK2j>_1}UKy&2N$7%TYYO4-N6Vsm6vWgor-gZ@7|< zUDO8|sk15F>|2H<`)j4WK)0`}g}AtA(KM(RxE`lt6{bclR@c=0fkcyuI*v~K7JtF) z1~eSh6daAsHhs0?NQ5=7WjA8GCnxPW_v{IGnfcq(_$DfM2w`e~?u=|0TG2Hz%BwXs zH6y6oyb<%;{bU3#f8Iv=t4o(IQQRFyf2lao>8PNAI29!0+BjN?8hPmDw2r$B^4Bj} z1qA{nsg^H)cRG0AJ@6P|Po6w6MjK_@Uw>w{H!4I~hnb0Km#~P4_nkX;!VnBcF1}y? z2T;KPtqzx;%sT=#)0nBn$HvB#xpMGOV=(`G5r(K0a)&?0)HWNyOJ^RZwH zPMtaxcI(!yp8kHGEA9E(&hxVl9)BtkLZ@r%>o?(~$DMQSe76c<7asy>$>jpJZ2zG{ z%HN-&P22@>nOT)?f19+ zEqP9A`fIk-EchcxL4oW%c5EBa#y=F`&C7&it}!z!y14?xU{*LbMs6l}xy1U2iBM!H~ zrH`9!JjK(|o5fzk`mH!OeJk9kGKjym3dO*OiAS|oSv`sG^U0XQ`fMYkqt^zju0O1Q zB%z=%6fv`kp03=ddJDgci@5l*k-_d)FV2gk=cV)k460{2?2>POQvANQCt~^t%QeP4 z(cj}=_W!)twY^_!Q{?>+FYuSS)?!IvyMHaSPtU5p?Le87e?R<$D`M3sCHLs{B8N%l z?l8vg@487dRi~%bG&ERdXJ>yFJoxg=liX{n?p;k#bIi=a!GqpsY zefaE|cT`nK@%tv)=`Xt^t`&5M5gqd#t0|oCT1a_3C$QDOV3%=gwxGGWIr&}1jkvESE#u;26zAO+C*=da z;FjB-XLTH#^}ep?H9DNsFxS0n@A(F|(1@n;#Z6sY=>Jqy@GC>64#+-PP5aza>A9zy z1O14q9W6`Ihp)1&JB-(UmfHKdq~Hj1#1VS@v(Tv(&`CZ`d~6y!dT7(eP5=DBV0oM} zPm*dMow(uEeR9{>=1a4O;`iX|EPwf)v;3MEOU^tUy8cKA|~cHPEAc^ z+IF$LzM$08+Z)4o|K`o*KU=F#vJMEFI(-^OMf)>3Zy4}8csu_=1-_-7bltR1E7RSR zo}Ih4F6KPV-@kuN?=8tM0Z>v*uLB(%IdUXgWG#nMl(7vBWtMU7QN;-Il)$}3o#pio zs50q(3As&gEw+MbjrnDK_pTf=b5T{*gSeA87s&9m8`WRiqMqCaNs(Q${hu?iuJr%n z5-*(!28REQG}JC3!@>uUEF~q?M;ESzOd+s;KhB+H0Fr!RW#t-xNm@EORl6f98#ZhJ zHM?p1zI}A)H2UZ~7x%Ttw}g6=N&N5M=H}mWmtB~;&_@@c6*(RGSirTIXHN>Je+Bc& zmw?h(IJbyvhs2k%j)3c|z2vD=LCt5^-(C=i^}@&RK=$+V^V=-unyZwzopywO=?P;U zHnyZ@Zs5jm@nUmX2%s=f*9H&VYUW|BVh^iYi7wc0a5Klk!C zevLW5htzzV{`xuol34!{gO}jgPx-QVl=*I5DF0_E<}69{ycB1p+WdqiMr3W^$V0X8 zxlbWt1*c}dN``T9&rWfm64TIlE*yBx&BK2QP)%K39csgp{x&z%v13p&>B-obH5zX8 zCCkCzC`UW}cedPu=qaxT-}~((Jt5koH3aThwrx9j`Lm?0?c0iLD0#kn&qo%vwXp&A zqPIT*PBi)IcL@($^ihCB+%v-y6P}VBe&t&>Y*>yOKq&-S2l?lx?z6*|E6-)CC_&sn zIgBYFd}vGNHHZRtUcO|DPe|C0HP*_pJriRgBSQ;i;_S;~_fVulQ8NV&9lGt|v4X6K z+x(QY(MSFfP?man+bIxAPVD%VIT{<&ZIjh$h+DXi?ct^j;P+ zEL#gY>4dH>dxA!KF#t@3?`4$h;ju9y3;-lOfBt;9lvy_vPbD{T5_z2PEuE`*!y4pK zPyP&Kv==utFryxq0g%4}B&AG3>A5yFVs!h?9q#ABOyGgQ>0rh6fLx>1lGv2apHG2k z^{%Xp10*02m0yO!*|T>tG7f`u0DXBM2w=zI!^}V-lE6DysHpYlr7nvFCX9}aVZnt| z6SY=BCt1sKNJggtuzB^2{Qo&E&g09DE}L{2P-d_tL>5X0gZVl#k^{^Ox(B8+hnFv3 zu6OCu9dL@cI4#($k?h##E?z_4nDu?qks^LRKuE zkFdk5kk42o7^Sdku`Q9i1LgLc)$>kG0JM~X%y!2a*a4)f>pHcIa9aQ*#W>Yy_($Ge zyLOFs-8w0(1jE*?Yk*rETCrvf>({$?bm;MFzFkYf>eK4#>RvQ5`VQu{1d+^S5Ytx? zf%y0_I7kPO>aaX6R&%$M;ycv%hmRiJ0*cnJjaD4V1}^v6c60-RtrQGaOu(ctYBbnv zA`Un-0#_#+meZjHDQsxSC{8JVz)r8o*tIGi#IwrYOHa`0%0E4{3MX|W6+);!0-Hn@ z2s&h;pZC(x+J}K~Qcp8x0N&hFup4AOkFnd6)t3-$uvQ@xo5Q&P-XBNd|3$JLGz3M6px!ro79+y({M8kk{O+KW26R-p zk`xu?iRSDT5Y^)YMyrtruwb5$CV0|L%gdANfU;NF{b2Q)HH5Iacu&jN*%v`MV^Z?)zk-FL7||<5Zo4XfQE)#G!S9J}I3bl$n88tO#kOP7&B8z+D7l~xtBY4Tu z@&TS}JI?pnvu8o=1uH#+wDl@8Q@!g|&w-oUx9{0Q11$f(qGI{Er;;^{skeRs|0~y5 zRv4uO8)12rBNMcz!;^$pl?1D_9lZcN%v68eZC-0WkGJM89uN#mXiEyWus6sWeD&Cr z@!gh80XCEsMLcek%9F%~KIe1AhXdNY3!TwOfF7zb#^NCcB2_18E>}%c`Tb>AGdrA5o3oeRp_yXxud7& zE{+(ofW|9rbkxI>e+*}*xEV?MdzyXB}hnPEYF2=zZLYwB@L2BG@TFceb(?f{3 zUCXfh47puZv7~L|B*uZ9Yz>N_6v^%k(&`vzDbLuiB=IZ7@aom8uKWng;f^Bv z{)7w)1*!sJ2holC0~GfA_8t-?OurfJA{NbQ3#a-KoV{@)CMm2P(IpI>%Q7mfPNsXOCT)yK=E?WB9@8! z+m0>=8|AZk|8m6Lk?X(K9yoBIA|!ghl`=#@Y%6`_tpyd3`XM;vWe z#fuQ|C*k04iN+48kt_w8)*o110U@C>uxmPwgFIi;&D1t;-mC`>7Zt*9Hgpz5mP)~q+?id*G#ajOWQ3iHJ+S&OSsS@b6c>XLwl9-JEiGP5NVnwI} zO@;S~udg_6ti7K4TVvz*gp9Ugh!6}LHxdPSwtZnPL?VZ%tjN9PH>hZmt-9poUkEc% z1g`&*N1->Ui&c@4kvRc@SpLizX!gF)mkdzHR?p?m{cV@qW;CH^GX3d0toh>K95OxIKP}lP5`igs3FGo*Hru zU0GQfzo4qrKxMxr7^0r$4F38g-3O>YJ9v23Y}&L5wu>TgrQf@|)drkkRKS-btH2E@ zmeY_309fB=`+FSw86&bSP=5T(tMKsAin)M*0OhO!X?B;}pz)$xrkOLoeIN{DU0r&` zk3&~lHiMr`P-@2F5$0O13-I->kB>69Wqte>I<{lcsr*p=th!5zie6RlB;34pi(%Wg z_|(t!^=~z<(^1;m+J^uBO{`aE^7VW9Qs;`c!)2FcCqR$Yz!b5XW7pCxj*?rfL@L@? zrf}|CVx$Qey|!5HkMo)x|NMmEKeKejFPuQHdg;?s4|sBl z3kxa8US(MHSZfPa)lIwQA5%cEW8;djmB;|+8~FlqD1LKHHkSNMN~(ozXhn0 zkX^ueN*m2V9rHyuUV;JwMr89L<8vOC3QJ23Y1>3zZ;l4$r4;8WD<4*oO(?B5gMv1p z6nR3HQM1>Um0dMGG4y~{#8$5&U@w&M{e$fVpqJb6_WRN;u@2K9}NX~owo*E=~n5||1~cniXWBo`1Fj#=ZE`&DI}-Z4DP4x z3P2pd6#JbguL4VjMn}_9hJSw8xJ|@%t*fi+2v7$(8YmBU@84JLo5A^4Pcc{##IH*S zozbd%=vzwoF^3hD`}gldfbgskU2HXxZA_^)s;5I~zJB%U)pIhu%TB=dLJ7Ds7uTZ! zb}C{72xvQywpyarG74cPt3t%2p%OAR_4f1-jj`*=1$MXD{h%+a;SUNl3=RnBcpx@^ zuJ63iJcwqV1ahmTh?{ySGn@@tWOTYoy?~MNPxS+1CE^%T+)&V$o+?&pW`@RR z!F6h+3;M`@1QL&LPM9cehf!2?(3Va%w3e(+oTGWIj zr5TteknZ(oC;uQ9#dr1e*zEL^=|FdsnRx{E!CiaKK6i)L?VoHkc$M6E&#oAa&40j+ z^W?hwv>lVzt4oDo^Bs-?`{}X0eYG(=`4`3;beB=k*>vgj|Nc!1-rX=9HpWCj^pdx3 zQBgvHQ4y@CU|m8^*=?zY3Qv@DGy#-{PoCUErq=({S-NO=u?NLg3NK!=WxFV{2R3IV z6a%>dB5M%c2gG#UbKkzbTwH~g-L5CE=wC^=Kgzw+b}T9 zB^e@W)_t+^;2 zNCu>)!E!_k`kCT>@7^jn6aEUC4Yhd^x`0#48Rq62lXoNpx=PYtz#MS)H8*KR5l7D3_pdoPL^75wpF3lJ&sK z%-rJ}O6z(S7C0_yfF8zvH*Q2XTm(dO4In2Mo;dZ4D=#WuclOJ%-lN{lPqrB3uNc`^ z6j{=D!x>XFH#1Qaf8n5cTkaOZTzvBvboy%!sb$5MEn846mz{fhqOT?EAbQ(j)OA8| zVBOYBDfX_7M}Vux}^ z?@LU1vb){|5DRl#n4kRlNP&P*P^_=SZ>=1;*y1Lxpi4ikG`C=$+s7rL=sPxwKAQsy zqL7dfS!QADp3vG~=s+QH%li6E6v#75*?68aQI&(pvObrVTuGqeSwKPv(^4;3u1 zAwNFKV4xN^F}e$b0f^^QKARU+bHGGGE4a>2UH;bG%#&u(kjRSVS&6d;Tk4Nzmia|a zLwTOqbY+&1*py`?$K&*zfPsOWTLS1w$br5<5%}Z(Mx4I_ZZME7);2cisN)VGv!ck~ z_4QTZesKT(Dg2$jfdL>JRhmWfCj1Q&Q@qt$(&YgW*F-Dsl!;JEGjH4gkSLAwkUn&I z^w+1JrgR>N$>6s24GnLJx=a&8-icmSQP_UL0l}w0wc(!RJk$F1+lRUVEg@M#P@#et zNQ|mzRtzC=aX&f-i2P87lc;j20yS?fGyysbzkc1gY}vBmk&)#T!n*i4Abu#s@>V=y z^r4e?YrD7MJ`e%KPN&Q*^`p#}RLNs5(`g#lgI~PxJ$n5Y5uBA`7||&8e2t<9JCRs@ z1&9G3^;py;yTTP#2*QlufN{Ir5wZR49u>6*coL68>@bKUiLOx&Bq(S!XdAxgO|;!g zPZvx}Pfszb+~i?PjB_Y|aB2{(Fzre!3)=jywr;Ta)k(Ty$lpqOU+G>!|v*i47aybeldWOm=g=9>B08~ zIt>QMU%dFb;$-TXGiP9fJB8jq<;yiKZEa#E9hj`xx|ITMt?M35EGyui{rv1vuxKmx z?1@_4oNqs0hmr}~$V#9m(hneDhe|i!XF@SN?pAwpc=2fjPh8>;_2*k>gD23 zPY%+c?dbUuu?Dy1hkYTY7G!PU4DQ1__S^I+6Wz4Xec5IKJxW?y8gX}1B0dNLTEWHn zzPY)nNp)(zqS=)o@|{3VV4~c?;#Dj!?`eT=Y{4E z_UKpOdypSJ@L{msF)%XTCMFZCj-1PJ)On!NQ!j*V1kAq)5RjRK(hlF(Dq^|l?bV0% z3pM+Mwe=yKDR80!S6YsE%#+3dsS#xD+HFVHBlb_4nsUSD*7-;1? zZy}mB4vb$&$b;Lrsc+xD-GPF41g5y++xeLM@Qk7mKNfvB39wYhfFr0Dy#H% zFXf%5_h97{e6)+z30B^Oe)0s^`>k8I&i-w-B&o&y%fMYU(PaRI4MmgL5o%Qj!~A$yi9lC|VX-N4 zVpKp##K#5Gdr_{#DEELNXfM+D;_1mAdW?{y0R)cjar4Lr zm$;TfxcXe)|A~4_e5m|rS73djwm0cw$84bI5(J84s3gPq0XNZ!6J7$BKA*zy8FZVd zmZf1*-i#a6|95Pp$76`t>$h$5L6P`Si8dnOB^8BOU7)sbDfm=;d?CUNw=9kUOL0j_ zR~N|CQy^0UrgxCeDXf7iWBrDhMuZTB;tP~kZ-bjyPWkxku)@pS>Uq*9X+)&}AQABIlj6QK@CIQ3 zKbh9O8?3G`xOn%(s>D$!#6cpX^I@Hc-?hMK%yfRW5_Kq8MqiL+GE;Ps}zkF z5SoVQskvts`%8{b zV;R^GqY!@J1A-;cDmZQC|N z2Y`qEkkp*-A|fXz2i=om9t+9UV3T zLPnn0+1aVdO)j?CHT^e83V4&6T8#636)ljd_8yVprizN#7FW=xzVY$#RvXn*MJryK zD68IDxh|IJ>qu9nJ`y|v4jRl3Uf#9fD2YIXAO;+J!#(~eFwlcESg7m>q?-i=V(>!3 zn?r^G;73hup~{Whdi_ka@jL;)(C}ApR1b6sN_DEJs8Hf!7jr!(I`jJ=y0?uuz01#K zbC89BW)PGCClfX0nEfzi%_d&1!*nW_omGTFVmDl&gn~46;|F0plKKzb+RGQqUj{~> z3J!Ldvj`CYNMigoaviC6sBZ|__w8jGe~(7@c0XAJn1^V{iF*Ry4TUSuB=JD1%9&KY zyKp|LrA^DKf@?b-IFA2KP?cXY2}+@(heqxRE205NKG-0(V@TzE*WsP6qn{3sWE?~S zGXR&Po~*ZwFh^J0{J6VV({uvAE$cugl(XUAeP2hpaaQH+@-wQsZO*|H7mx%u;V9l|q7LAAzID0ui?z+fuBe+DQEn9w|vh<*CR*oXhXX zp2lFeJb2ttf^XqG|G;<1AVxr6+{~up)c-?gAXieumoG|B1pG?rDUfbdVnrNAex5Gf z>6D}6U|8`szBSk3e9XS1N3)9aRX%+MOY4CEF9MTPTt%V4`$rl^kn2<2VX5GUDFLp( zj08<#AT1^vs}g2VJR=ZVC!|-+MK~n3Mk__iW1VM0aQHmN4b0zN5yC zskYTrKPyz z6FTvokrA{o&Lbc8fX&5x&6S8BG?;9A{hAtNrqU5juH(nGU3+X*U;*p|0+#E73`}}$ zYVn659@GJBeXa}hF0hC5Xzvtxa5^Z{@2K72^DjHPRd$I;&VvZ$?iaD?qYfQAHBrN zW*lmy0pJRu$K97v1vH%r5oN{W(XL&q{DhPE|FW)kbNh~~$UhTWw_JRsM3jUe!8Fk<5R)Yy^a*4vATZ!`>$Vj5Qrr(l@b-n z)m8L9+i@>6zD3Y9LH>;VMUx{5Gbb4mJAC*s&{a`m;})uwYYU<4B}0>P#$?!CZ|{?6 zNUi|^&61%!bivRwFAN;LQWLfU$TJ0GFS0@*423th>mj|9NjI!&O`ek-r0~@s_HG0H zlOs?1GSV8|zrQbI2w9AL8UdXc?;=PUW<4rQ2$h4=i(}LU&D{CpN6Mv7EI6b^B_&iC zN|6NWBYK6PS$(u~PAAMu`sU`ur$aa}R9wF#As!x_XXJBOEU1Y=9J(vvY#*?TodT@G z6&c_^!&j_=sUVapl8Mn3-+=p?4DLYNgbkQT8)RPq0@p($rEETOb^Fu9miGZkzRymL zUbVF?135qlDm}n!?vO>(A0gD?410*tOdwSxA{vAsPKsM#$mPYN`-PWy8hGBTxu|Dk z*I8>pjRgoM_ldK+9<261ga+7_#|JOdfy-h{T(xG+NidbkSOwCeS`X#YvqA1*nkLQJxfP^O03T4N99Vv$p5?+`@@PdPW2UII~ zlL0NgvX98X3Ynn#R>6{7KuJrwDKtwDxG_dd3|Jjn;6C$j^-b^rFaau%Sb9$@R#Vl0e8 zT%^XCT-Y!)fle<$X)UmGG32&bL03E(v2CdKvn)liIf>#gU%#F#w`Hw7Zmqcy0Ge>H zt@=x96hj`FHuo+2`Okkc{DIUe$sdz?J!26s+>O2jaYJ&<9~=hA8eTE#mrLI_{hvHq z|Fwzrran4%ET`L!NCYFV*^Iv*f^8dvF{64C?r{J#n};aJm&n) zy^-S^c4-|t$`+orKHT6TMdjfqsmVG0Z+kSqxmR?VI1~ue869sQ((t}4Jon?EQ^Fbd z6?h8+zE18eT)y}(?yng1mM#8UVfD6YC#uN?BcW$D2vAo|x9U*w15f1V-ij{%yk`rw zdXM0)sMFR7QyK*cLkGS|eSh`+w))}^XCLh>lt{WZeDz^7ZHDWGoT8S{{&uYfkd)I# zE{nfWeVsPB+HBjI`&L%AeHr7=YHKacsK`&;UzY3|T>KS^z@g>5OaHc+Wtl3wiLo)} zB2tM>6Juo<3BhQjU0gVF>~bVrrCRV(v(}TLL{M5*Ha3AIkoa{Iv$KWc zo}xDI-LXTQ{@Ad4OKWQvoQQBJ%uP2GT(P@ci!*)E(z1OpANGVOi;LgD8MFACo|a||))Vt50Z1!92L=+-(hdO;$fBHN zFU-&Ir9)77dcepFup%7vbzfXk{uclT8_)^^?FH>h6Q2&Z_jHzeLw|ULDStS^#|CqT zOdC^;$YdmPLG!>5-@|PWpEWONzZXTcvpF7ITACL-3;U>$MypY^(=ZReYxizBe_T2W zMhGlKFPL2+Cm?l<*6r{5^~)4giT`Uz7C2}o*w>~!r;G?&Gy@}l|JEbh^6G!ZNJbi% z9L$!VLr3|D^Y~cxNp3E#WR32KV4W{t6~q$I`*Y*y1K_Au85$U%!?c;;U)()PhtRd# z$@JKX3XGm%Us8OY$nWOU$~=eU`4yl`WMKTypOo8b{)aF!fxgHDw7;oo_S6|CNZBf` zuKBPw#Eb3~benh1%F5ac{;$#n$VCY)Uf=Ln6|f80j^nW!nwmM|hnGHajB$CqC|Zy( zl;b!(S$~ME+k1c26nu6pDK2jERd_5Q-jJl*0Ks6FEW68?-_vK$1mWO|6UOk0$L-tJ z_LqYi%~hc#q037H(#nHpNlsoqAkSrH;erp_aSeFWtnBO>Kr0R#qmI6;zg&N0kWbxXszDV;9vzhggrAn+AC{;`M9wIv9RT z07IKn41wcE(lGKp(D+80DB(bm z*QVG3V_yQCj~&y3QdpDkGBZ}GJFm3+kt{~j-_*il_A$2m$>o=d_V$^svp?8*uvwT8 z6`J_x);HqT-QT=*=KH~l!Ka2w{(^WYAxU2;X3dcnBg13KEZ#3!6M7nJgq#*{y+U}})M(jY=ss-HZ03q}=228LJQ?qvM;>E_1+ z`9x=BHO5Y$7p+Ib!Dkp480a`NkTG6+Ug1McjiUe0@84fR+BXGwj7>;LuZ46OlbCoG z9JcBl>(tzkTN3DA9uAJ;1GXSZY;Bq|EY%Q^mp(qemXoxUnLFN+g9U00G^Hv$sj5;^ z9%z_J#J<4j8KkA4Yyhsk2M?Y%GBOI<=?vI~!ds2Vv&Nv3gOd}90^psd%xmFw!Z2Ss z{`8YRbgfg8PbXI$=B#S)UyOKn1|%BIKH`Bx+?pa^Wuw7VR#Az_%{}Ha`Q4NJ`5k)p zD>1A`tzN%$8a%p!hNkkv2U)nZiLB4a!V=4@>zoqYzHKRvm#Kz)`1r9F;4>gFFru%| z)R$F6mFQMsVPU+27;r|Uyy<(Bk_cg(6yRw^Rn?HH<(V_SLA)2j^h@r1`1I)v zbj?h#p2G2%CW=N#{_N}H29J-{Nz2B@MpY0@j*^7LO*Z?EWm!2nmB6Ub7pKRQ+!882$AAHMi9mbY zj~2M8z^x!+5LA20Z6zp?$hcqND2_uP-HVAkgm4Dtz3NRzetyWd9e4`;fQN>L#sa=U zcx#aUV&Eik?DkkncFr`*RQW}&b>2oY4afC)FtOkdU;Qy0am>=nO5fj>(g2INlz2nfD(3=I0=JuYZ zKMYqTahl-mHNaF~Q6g(=YdK{Jc)*xZ;KPS{e7dBfsu~*~FOM<5T8wr^KtyV6Zl4X2 zJbl_5tyA5V&u_=YW`4i1oiJP4m$8-0<8@SZboRlMW&6Xz5HXqE-!?L0758Uo{Ev|(;-fWVgyRTk0P(kG**q7ulmb?cD*(9)U_MB#Yh{{f=tuYayRpzZ(GqG>n1 z0)1QxO1;-h)>aet#p}Mkc=YDU1>2F(tO!&VcD#p znZ9q|zJap2xw$SV46=@Y8!y{b9iQkyFxNo>Pnk`;F zll6Zn`){)gwk$Xvk@!{#)FpDvw88c_j739Uf16PNcNXi;YqiWH0?eXxwFVtd$wIRON}{ayzh=i0RtfXn7_j2{5=%J?&G z+s2C%!?bCWMxCILP%K2(uYyf!tTg61?^^L10{Y`)=W>oV*VEI|K8%Yq3&u;5$X5#= zwrtbJjp4`=#(=&-DR=IWS7vc>a7ciYc*v=p?|cD1cE#)0->3{>`x3xW_(f=^q{*&iMha=Rm=!129z9)HI9v1R+9O`-Op_VZyY?$V~f!4xu6?C2!YFgH^>a zPpXd#SYd+JpKe^dk9;N`V?1vRxXtOUYt^SOXByf!clDxuT@ z|MJ?M$D}p6NeCI$KmuJ$txWpcx2Di~RQsWU_V`J&)j-lrM~|SLc~u-^a*Ed0X&4#5 z64RV!@(2uQEZ$1dlRqn&Y>b+YgB0LcQ>u|S zY`kOOd?!YpE$vh0JxUxsO!KC2nGpHK#wNWCL#uXe4$|oAf>! z>heOsVlXBax)c^by)HW|tGD{qNsSZ(4+4c?r#$oW*ahU?z>Ew#`hs1HYwLcWL2rE7 zqYtkk5JW^qHpPE<|2}zIQgti1nuw?!Ds9jo+CWf0YX({*78uYruh-Id^L`0H zl-5L=#q0E#wA}d58u9;y4gP}$`2PV{)k&i-3V8mU7Zg@jW+piez!0r{2{AD>{<}_N zu3iAGDS4ZL8k9TFbmH7sRt|ubr3+KHm_mt5O#B=RI^ZCHg%UhJglNEIEMD{!6CEAh z>J0kuVP2j~jvILBjD-!0F+dq~Kj~(v7i$0AgE=5LI0}qAmw>=Iz&e(%&Ko5Uu$_1p)@v%!ww*d^+?jH_VT)g9eN9)gEC3x(|D)zf%q3r>9eOZ_vTCmN0fTK_T z0*zC~MEO!~YT5N)VjRBZ9_-H{eIp>K&7?V;|082#0XaE2gtfsZ@9SRrn4VSJcKkkJ zVUYmJCcL6T4*8D28M2zkCt9vckD{%qL|ffz-~0_Cx$wY?Lnca5d3Y(3B4~-aNxP}Z z$sW?T4E`B%TgV~rBsSNGdx1;%bfgto!yUOS~DL#deoK0 zcj--*W}bzZMV;;2Q)pFxeSQ%~CS&&Q{m=(it1{lz?bnmbjBIR)>J zumpGXE}#&uZ^T)Yc;^fk;zzTjj|-dU??W)>G47dMVsNSrE} zg8A{Jac|vOiK=6xKCXYfb$e*UCdGrzj);iFp$xQUHk!XZR?yt`Hsr0TW!`A)8PriI zG!bA0S&v*Tywqw}T3+4{Z)82Zi47+1=@wsw9PAy{eWj}ItB(Ed+1Idm2ts#a8!A43 ze#;UU6Vn^j8k)3rlEMSB0VF^zI#>eJj|vOhYP8qZz6O<{V43^p4qk0j3mUnLB|kr( zm2IQB$lq>ImkoIq(lpIwmI+{U%F0f`Z6-}t7_a82P7p}^1V2w4c#yMZL38F$%I>o_ z4=iyKJ#x;@xlq{>$^dKy;c0elVwf&=FL*Zxz(4(ieIXjv*LsVN>|uVXko|^t<|oU= z`tYMxjh*O>q1)BrwL9@;kn8sKUb=hfG!hgp)a)|T4kLe8UtcVEG+8CQ>k#G;Wp#C9 zl?D*tU%q^?H3RlB24V)fsAiuZra3;{6W%(l$r%G<4=4vAe&>J6nJkrPVfG6J*493p z-ruU)^71~o%~y~q)yqg~_49iL_LdaEFP|)z9lQR^2b^4jBYBy{Kxl8P=udcpc!xWwnWi_=Z1VY?#KA3n=ND)3?G0kH!IESgefih?{ zi8wEx9`6s=bQ4?Lw!+rU!_u@l;Smv1AU;h&{U|HfTDXnsfFT2#N_QMLMGoh}kS;;x zkfH*?1H@?J-4rml0I% z5~rvZO`*;A;uRKny9yM_r|@e=48kqY0KdXG1l~#j7f6n&PXPdr2IVB5y1y-^`=!%a zq){s?t1r;^(_u^WxO1luv7MVRv6OwU?x9V-l7h)gRxsOm2=pDn&v5B^kk@klV2efP z(3Yy4I8kWv=^0)u2N7{E-12y_4~vLxe49fzE6C^zrm(dDuwSmb450)@Wi#+inD=_t z*Wb^C!w4tLij^xh>fnmv78BD2X-JYhauXD|*9|&OpJE3QN}z1MVg{B>JYP5t`sSB^Nva`W7~ zc1ht%b*Qar(86p(H2SLI_WyKuz$Mny$|B@BG|vaL%Pa;7lsQBi_# z>wDkZJ-~az$k!On@_0?i_%(fx&cKsecZ*&$8gDB-?XTn5yUU_IKd%6aAo&vLSUY*T z#j*=;zymCoJv@}}h_RRWeLU=<&i04MP(1_#!Fcn z01#)cc`ja&LbXPk)-uI)&Jk34SH(_=|<^C*5tlO}<9P zpv1u-RSV`|?Dv~0jr=Xi+1VO|1$Lb*VgEb2Zz&b7q+1?O=YzfWgK9~xLH zQL~j>hnK11O_GaER{=(Rac*8=IsvVct-1*OsxW+LqX~0FQ*UG`)*)6%UI$L0RQIoR z2G@#z5!)c z8KL23`44jL++er(3zW^S_7(S+z|E-Wpf?um~EiEo!IuuvTi zJ+{$iZhoR*sQblIJg;3#t)2m|u|GneRBzJjpp{UqLf(jhL(sK}b@Aebg(VEdnzI9z zZeJH>+!m6wuhx;**MQUQ`JufOMr*ZjDagovc#-X=ZqU$H8R&;c1a63@9}8}ISO+4$esd-JfK`*+>@ zYo0=pc}@~{DVa%ykhzkiNC=T6bCHrML!u~CG#M%tsSM3Rs+(w3hC(Tlq5+Nj_2$0s zwf1_}9)A0I_VFCg@$CDLb*!JM@Avb0zpvrE&hxy!e{X&45w#U}q#>r`?_b@0lt&90 z-Y|^>#KlI5kcoit(~v=`S+~GtYA?5y@w3W zwiP~>@lv`}z1xAwdAAxnrHeX*qT2QhxB8bLV<1FA39z)$9&d*x#Yv=JcskTa5&j zn*@}cm9>Z}$T)WQ-A|uBT^Hj>=r96*c?_>%h?1+Sw>WvKhUFJJ4&r zF5mNgk^m5xH9Y6QEX>NxEV&)m5X`fv@{FsW4qxi#{}6t?*U(Aw%3!g{)enJdCQO+0 zTCd6FL!b4`y5}u=(yu&WskPxWtHgfaMZncsKA6LRX6TJyrPp|ysaT>sr)g035yMH4 zs_Q&S#xf7qSd&@>6pAyHC@bA?YrRTY7rZ>q6l#2AX2_CTGYGKIZclKLZA zE*=c{d2XY3d|4{Sew%^Asu~N2YCadal);!$D5fo@3S+EYt+t$qY(<` z3t&f*3AblMP3?~#M)&`i)qCRBYw*0nDHO+y86)Oye~*;Ac2$0RS{?_Q<$oAn*Tw#8 zNIW^s^7e7uYr*`h#LG6(R9Ao1#dKDBi_Yraf@42)=pjjmJAANtfl+!xZ)=UaYkP0o z>x$rK)=e1;*ITY%WTGDg;@SWFFQCn?E7&>RjUHphMK|PUbyb*qVryl|rCT0WTZ^mwC1U-M((0S)F*OlWMVqj{zaZKYfZ0&v(R=er}7ehqG z7Zc@Uixw>kU|5+N)24On?GwlS4l%ELS2W882*jm#C~#bA`LcCEWye9_&d$BE{XHq# zqd4-+lMfrKBOAgOfy{EPM1PODV=(75$bQGzwTpNCF33uT(K6U!Mj&1VUC(R*W`m7q z`Bm~S)4w&`wx>Y&XHK0x>&zN97uxh(H@@m@Q5@K{YzzW+G2PojTMJ9OBgX&-Ht@U-`}ppXZx1O z-~rOo@vXl6`V`&^q|K_sfO%fuv6+TI?8Y$^rHX?GPh%41VLdQ<_s=j9e987fZ}4z8 zrecmbMt%DUDq8l!1(S!skC^3l=+GenT%y?th^%RfT_OayJo+OpE)jVdB!tuM?tTny zo}jhKi0Ogl=(TH))oS3zT=Vw!etqHBCy~S)7`#75iIRsiWE^7`0Z=U~E$vN?{{;TR zIP69yW=FFzI{^R}{1^Z8&GbRFyDJ%a!p_q1 zZF=j3M9~*#9IDON`ri@!Si*a>V_IGG`SW!?`;sTL=Y3O`8L7lnxzR<8!HPi?0-HB& z5@YYe_wW5Ym+!fI+qBoO5A4{j`E~0d^74v<2KksoFr&VQVC{DC)Bn~S`}&9I>X#kM z%E}^03&Bh8>Z4Uz$e;z~!D%`%2tz@6!bTg$HS=dkf`U(iI;SenGIU9n$m;xzT0H)? zB68mDkn_8pA~J79oFRsWLgvGC2szSqAe@w!FQZ=m)7TD-ugym2n|EMp>mh z8-~<_dG=UK(EaNgC$kUVGAeO1QH zz7)Td^3#9U7xAwL#W$BysPo&f+Tnuotl=?B1F!U%cTRPsQ<3fNP0{ZL9J!sP$;KXh)olJVrwyQ*RHzlO$>XYnvz=NZ~nUVWRkAyo}W3d3x0h9 zGxgoggIuF4?srH@P0fI7F59!`HH80@e-^p}d+DNJeG&^IETn2U%2DpPMaRStny(-X z1l-p_kQjG4GCbUX((gHGHGEsCp*;|9QGc`dtI z=kV_l_Z>eJ#Pg6yHg<-7H2(jwiM)Bc^N5Tt(@p%{v|Wy55DjlY^xO z*I)n7r2TkSG(XSHA6CM~hK^J@jO5qfF8$pW*|q2U3WL)Bx{6x9HfF_&GL^84sw0|5ubfo5hvC|Mjgs#J|od4-K`B z`Wkr?5d8Hv>wmEFt@mcEg$@yp6T-d5IEHsK;4S+`->H}vCR&%>b?K% zO2=ynio&dNfkcx6s=;JM)eIUInH%*V3Y1BCzoXfIM3u?i&4B4h+2MW0oqys{yyNA| znhe9>qeoNAtX~~OGZ2GDM!;4RJKp#kAzt;HDJMN(Kq!A8=q4f|n#+(&+xN%D%iPx} zC@p>YRwg!bl>?V+$Lp8dx8AU-&(3?AeW&YRq&vH<^MAc`$K(9`y`(Id43V$B^#0?F z+$PGpY0{qhJIuUTXCXhUeWy+yFfk~qgFn$&FETdH``G(7O}GGtdym~<w&@Ph4|+87SNi~4_R6kZ5R;o};|ZV>%2=PZHb z4@1__*!UdufC$Qgpl#g#s>g#}E!c8k%(fX!!o0B&Rix;qX1N{6tUjHhA^>L095&HH&GESu??(BZwC~ z#{l3sfs;-ukM<+v&2gd32hF`+%Sw#@g~B7^Wtx}+60!2bzQFu7(A6DCu|2uw#VQZU zAK)}%t_kJ&&o#G1(11x5yeumF+dQ$jkN;vA(7T?QtH9uU_?R(SYv#?EaWHFWSRNbK zhNHEh-dGmWwO6kI63LDwi*Y7_WkJp9f zEc3kk{5rL8ewGGM*y!CqDx%K)dTfr3Qyp7X!JTSvrSsbR)4@+KKh!Q(owj=% zy*lT1U35{f>VfJP8X-AL7gr}`?Wmrm`s=!2C z7?tp!(%Aod(Bywc!vB{O`~SCThP7JoYcX)3R33`%4(XPnre>T;3>n2Z%=|EuU48cr*TC(AU-08vX|qyd8}zf8XJIhZoRaf-p@OKi&dcb&rt@lhLP&>Hj^rL04k{6Fe$ryCJ*` zL~tM`$bczs{*af&Yze)a_+13ZD!fwK5Thrhf*D4eSGKwQ?c2BFcLncq9!{hG)=5f& zJo)1IQ#>ASV8eWtbD@!I4cP{b=_#hibM zPPf73Y0c~03;Dq}SN{i={Oy?Epr!nUqqtvP}r+4tA7Wa$u9r1MZ=s|&n-h5-k)0^xPD_)`G5}&I&PoVmwvgn-0jcm zHDfZzzS2|q^-rpHZ?05zZbwsX$b7F!S!K1qLF!9$+`eSk=h>Ja+HP^^AB;MC>Azvr zN~{HV`Eva4e}idM)wzVmeMK7CF)yoq@*A%X&CJdWjPy6;FHBbZec4Mig<5W(SDVy_ zehwN9aFP9uvuaZFe*F{PYi$ls`u!dME6#g$Q*Kmwg<{}$tAg(v#)Y`{_W)CW_LRwx9Etp_Cy``PWsK8AMD>{_SANR_Me-Yx8~A! z*XU8^v!?2$_wi`jKfXTFktF>4 zzcnt+{@IGGW-0Y=TalNnlKgEu==^8z7Dj*n1@r8l@%-bz|NB2bLgpk7s&ojOWRirP zUQtmi#PC8>PNA@1OgRi-VTgp6uJF6Hj;ZcW^H@1|7ekrM>r1)<5n|P?9k-|91jxr9 zUe0EW6ci1w_hf;DGzL#%Q_-4x!QuT|$7iCDl zVpot}^iCV4rFWzm>O6qB4-?O2ck!s+E*6>BWQ3zVf+S&U0B)*{tacOXK|FIU)VSDDZjws;t*Z?O0eK-%i}a8!Z`=7 zVO1wq5RowrWafjvo}@ zywR4Hmcq&qB?umL_MfBs_wR39(OyC~EL_;HFOTaFlr3?D*e~qoDSXED8deQfFWxH? zsApFg#Px5zuNiLWYD*U5Qzh1JVOmp^a_G5*Hj;ep!rTu3yt@Hr92&7D52f-fvvv|5 ztJJ`{=W$6-OnjyuSeik7e!)4jOfwAy;lx-B8^mwd}$YnuD$0lO=j1sVi6F_c+Bh{ASW zC)W12{W`9~{d>mSwd1s(0N$~*qZO}d(DYi|aDF*0xrzJgz)DTaJrZvQm_HyTVw&+Z zsr8K-Orh50L^oqx3JXDxb3yR6%SSm`8)qj z4u&o+K7vAqa4s>pZuGTVk+W&**cQCPPMv1Z2819}WZ$twH+J{W-Ni^X)cKR4OXC`M zU_ye!sMyyb(Z!Orq}mQm$^-djtoC3qv@z^BaDgxx;^(AY7$A|B5jOu%o|N7E_}4Xe zzSu^*J!Xcik?X(%$hra#eHCvDi>ketNdB@EAHU;EU#ZsnlB1~|jc%=R8CyojV{~`( zkly1qN})88IAU{%m*FAsAGT>(uJcq{;sl_IgQEWVZ2wtZg?lt_CvUV&0$tQw7A^3n zEi<}y>9W}>4X33|rP<2Sbzh>I{EhzkVC@GC+TBjPTE;D49I^56hS>+^%9ZbhhBbjT zSrJZ0Y%Z=?8?_W&P`}N>~AhWz7PI! z*Oo<%g}!hEf!_)$6I9a81no`Pi*GKRo912^FT=&WW)RSYZ+r+W_B{a2USCDyJccp8 zgepaoNTv3&ijMr&D*S218^c_3`KIJwFPHx_(y=;S$uzpB@RfkCw(0wqWi4B^T0#GI zZON@G9y9c0-3w$SC0i#7^G~|R`&3FNSnoA_QJ@*4Dn--iJG1h5jUq0)>0Z+v zwDn_pE1;bxr!O&52YzoSY()7?(m1I=?G+zQ;bY!yYggeMkM$m|a{I8}!B)r#;*e#W z@o!greDUS@glMh z)SMml`- z=Ze+D{x-5Bt5@N7W z^-8lC?Ms>oroovXIG|m_|Wd@=ZTf~ zbG}YAn_#|bg8GB7$B#DebY6YZrKmzWRjyC!pgyT@2YE~%>ybE3N$kO*l6mo0C9?{% zCd?ew@dj{W4DDm_+_xtYd{yx>EQB!rtw8y<>VdP2*tN@`K{(&w>zpoMhMNVulbsM+ zcvEqRT?%Ny_X;yXq~ST~4<9{RneIPJcvT5kAW@7UD$!zyuF4+0o-Q+#%P8<|;2>kO zDuYG(gSD6J4^oE>V#yRGkX>x6(}!+FrNvfki|%C9Dc7h|=bK7lH~aQqx#XX(`0u}^ zQ%QA#B)dc8`mEt(rL8PHJims;1?0fNxH~b`clFA_KZ=qp;|ilVUy3DR5JaEaOv1Pu zM5qnXt22{0Wnuf@lK%())2ZhpA1e8~cxidWkLN zdMmhX`>tMH8}ji}I8c7md)xQ#-p##IjNErcnDG9V9kKMs;ne6Y#hnr{z5vEzFQ^ zZ+u-l^XHE!i1d3WjVmumNN%H}c&6gEXXS#FW-HrLzjE07toi;(z zbTQ2A?=xGn&06K7px#Sd;~rhfx$vyRqAPQI1;COD`3R+y#fIh_`JYcM+3kp(Me-PX z;0yMkZvY9^)`ng;?1=AUG!9!X!)(7SY%H3rGq0WeQCC+y+tbZWj^E|nYHQ0gJdmA! z(mJkT?BYBm4SM_!BpT|K{n%k6ft5ik@bCUl@#Q^CJ}P7QNPT9S#h6ju*=nr6s!>y1 zR8;L+ylBA3g;zDtjV+$2K6&y@DuJORGH^9xe)w}lrH!pMS)RYn`iVAu`kdc=+x2(J zQDRGuoQ9bh8@4I}Z%tKc%e6GZ;+Jc-5Bia;l9BHDJycv0EfRgD*X`XuzlklR+AWXx zp83-fA4yJ^L^K~hIi-R~iBHGWIiA>PAs7|TaSA`rVwp;hpi5P=yV5V?qi)F32^4Jd zi(^^dA%$RoVy@_{HGCdHNo$(=%RZGd_G#ea(8j=9S}M}Z-!(c#SUhizwH%=;WUTV! z$^Bq!Yh!f{q|(e>GtnM{7%qsr?fc(GZB}CQrPwGU9M_;HN+b~DGJ_U(hQ6x<+df@* zrXrN4ow+oSvAJlvLR%2{+_4y) zBhHV5o<4|sEqukfkiu7-ZD~njeG8rtVsj0}j)Fwc|HU#1gjq}$J4jS}iy}w?9o!ZZ0kg1_LtElm$W%_FF>5H;h#i#1;UN`P|v+JG% zd6X1sS{4?HSV$d({D_rHZ&oDaq>F+Qjra^itKH+93-{_3G=SoVp*PUGJiD7{Xs_w| zObw}~>6C~vP543*TYQLXVx@7&%m(dW4sIyi*d;BFidZv&iRZkK)fmExC-#DsgU4nJ zW;>m5>@C2&XXo)D+76!1T9fy0o7m~v=-w{6vJVSSnus=YOJ&I)Q&|^~3|>;(qgG}6 zkz+Ibx<5#L{Md2+)qSREIrZYj%%0&VETrwtJ(*5LFJ=ur;x4yF#s%%okzOMcHF_X9RW}f(h-9@s~ z6Nm}IjZRbylE!|nvVp6cNpQ-4zzMY}e%eo>`f*_3juBXzx}aHnPnI#h=TNuo2_s11 zP0U1bCT4mhm*v|$E+%KRv`mgRU%fiPOf}w2^~}Ro*X-UV+L^~{YX^;My3*jE@v*VG z_)LA_?EwS4_Pl@8vHr(#Pb-9 z*{S5w{m;8QzsgZ(9LF1FCHY2N7+S>r3p9SV#Kq)3_=M?K5A^})NoK+tdrQ(M?Y)H_ zdY^02OkK(>zyXUT;%aM=<%M4^iwqodt}eVoG8W$2Or|9#iVv%YPKqKX-m$M6E7p)u zNtETxdQv7gGPKjhiJQOVOK)gUVH=mDY3L!-P>0Kd+iZ?)O1ppGsrvCT!g^MpEpHYq zm}EBt6#W340lCSO8(MuxQ4gpaIc7{Z-rPfGXkw8%txd4hC^fYTlydKwA5S?cH(eEf zaH*cE!sC^BTpL(>6~o89y{mhB4DP>hyHI06@f1fq~%jLD1(EHtq*iW%PWpKVv{ z8C+61sgVM4Rm#ng}EQEIKxm#D<=<2`mJ%U9WIy~{+(8I?AO)U?a@56$}#`?+y zSik$>7-<}v)giF{OI1*QAF0-(EuKllt_eyH5nw^eV>7MTsg|Bn|NQAvQ!m5mdYf?W z76BV#!W2YcriO;Y+EmL;>(}w?9mzEO-;w`0@&X_gbQM<7A_j}y3kTYFv)gE^Kl8IB zH))3Hw&i-VwC3;mLu{lU4WscZ(}qN>5bhT3>%ZXj0^5F-6T~tP@cR2q9K03V3%X3p z)~#b7T=;Os)GVl(XOhbmgzxQPym;r7MvNUXa-<9{hEvSV)?*MGkqrCQwB4`>P)Ozp%$1|JB}LvA>;`?aInR-)AS~^uy&1H_cOu8vS1IF?L_{Z^h@Bpywc(#zzB1(FwnRzy=X18>s4Ue> zttDo*(|~3Xn>AyH4#y5cj&OqIx@&Xnb-lHkQ4K?zk|z6#iiSN!9r$JxM3y}|tslzv zz~+XAhHMTUTQ^_Vw8#u?cF``ZU|AsZ0Jj1G@)#{yQgpX(MB+GFCgBAuwoI`6L+rg} zOP2b+RUfn)iXM#1-`#bh*VDpfhMyt>{FailMVxHercENtyd}a%7VF!o+M5V(;^WY2 z9PsqanUn1BwA1(ZBh1(^`uxhgK4Ljk$KIo#eW?8Q?LLo~ouEaYZuw1W+vMZ@tfoEf zbftC~W}LFq_worG4{5sHfC?q{%wUVFxbTV;gqKZ(0D7ADcU#|(ot|7dv*+gQ+sI9Y zDJ{EKv_YE02V)(;J8Z&s2dlJPKJ;hV(1N$I>>-wAA4^AyZE%fu;4hoDY?+2v6BG3$G?UeE61=lJ~?1jgWwBMDIqU_Z5lbeT&gzT?!dZ>_)&EVxGrW z>&=*)FJUDdSt8a_-??+gBGsTy zot*xVmm!|rt`@43Y(@MULc=DV@k z%Bv#0&Z2lSRQR-9<|I7G!;r+`4o=b5UY~hwka!I#f2=j$QceCx{eKc}(QFJqlB?b( z9y*FRoFjjj=_e~j7Q^G{EF*Jw*Y^<4?-71aL}zVnsn*j%iU_B7_cYvdR^Jsv2WLBC zRPlE?IiP%ZR<-B=xUB|5b31j)|MFezI~0$|jau{PvzkNaI^!b$F*Cp&2wHt%Y~vps zTKQ3m=*1P5c{?T`AHx^L}vD^JG)WY`%m)#;9s6OS)@c7wLiZ z^YoRgR}bMTpQh+efml%}jO>6Ti!WM7glL9rEP8c?2*xn)3MlMMj<5o-hHu8l2WZe( z#p4r^$dch6+<<^(QIW}E6xBoM&^Sq^N4NZ$KN8|fyY}tfK#7ZLzmT^#gW9^Uqt1L+ zSSY{TzWTKDnaEMDk#(F8cc9MM8#a7Cn$ozX^3Gp6Ea(OiL;`c3TJ*C2kO=l-=3#5|P5}w@8KW<&gI*8N57r9Z4TdpIVD>6q2 zBhpwcBl)JIEepVlKQg-biJ7YU&1GF>?%Gyf*#LJA$ayf8NY)kPkVoOZo%&<(e9JzW z6B{T+kiQ)@^n7x6GIGiEkX{$FGOC6m!dOi}+KliF>kStc3?A`S)TiSWk1X5s@bTjw zvriA7MP@DJ0d8hjySv8V=kK{LReb}7Hq?)Jmgzo&Z+4j*n$CE_7JW)#!}okoga+=T zKgBuJm5m#w=eu7Nls`ij%14b_c6amYfJH$buMk;Hu+F{pGpeZK&93rfzG)FjTsp>7 zg<;Jp7DQ$ZwR@;-IZ2fr`Jk?!^tCQ_3cWd~+_?`gKF`{ba0lcZByWe<1C2ZcS4E;u(G; z)3%QcUB^|(X$;Q3g{De}Ihug5fSBZwpm>m)oP8D3+1#Y;JZ5vD&ew{H$CdY+F6p=M zwbfH`beZ7?4E~t!Y0fg9ywN8=*DThP6^FqeI8P0{4Im&Eo3y2T5@Ox@DH&oR5&r{} zU|pp(fw9UiCcD%5m$o0)1r(QFuyQuuBc8U`{Gpta?lLGZ&m=`=khMIxoGJ8_+VVSg zUG{iRJM<9g27Q3%+Ix%NE=hgMiVHcpbcV$3q@+$kc29-My_z=V8}_jl>#|lKb!Kzj zES3QH)78kyg;~8Edov;;Yh!jyiX{8}Mx|?ek5cL;a~2huFg%Z3E?>7aoyq`&hGtM1 z?O2mJO)TY`>@dUYXT%94XiwKJq+{3Ta4Q=PaeM8cyeROL7zUZ-=U;AJaOtuVRQTbP z;;|P{vLL4%%$4dw#q{;tH#hMpqVCpE4e0D`-pX8b06)3R0c4(s8|qZoYoJnA1SdAW zQT<#^zpkt8>DPV@Kxl1qqjrQoc=+(}WeA z^10c1vNyxRx)3I9>6ur9s&;`seVLDNf>3^hIKw@q^7j;P)2litlCGjkRvr09>S1RiE*8-knr(^#q@;}bk^kQyUCW|~IbT$86%_WpE3>9ponXaXu9 zu)$d<(2A<3+oe0ZUC2D1K&f+?gC(LQt83kf>$7jJd?@}_mu}sL$mLeY6W@`EH=R{l zMMS{8VlcpNx09bInLF7wGJk;zIx1W^ddI3>_ zby0b~PVi8&U{{`f*~aQyrUleVsRXfyI9zb(Y4L=#bnb`{!~nyO_&Os9Rze$Wxt4b$ zkJ$#1NkNXy#)DQ`TK>T&5l6e%Xp0lD1OzT3&s#E&u`NsFo}~ECa`&f>>cT!YQc}io zy_28yCUen6DB(1PK{@0@o`Bvk8+ya^s~PJCcLNxlt|yB^*Se5asZ00n3iR0ySHgbY z)+?PsTk|W}-grFWThY4X!L$Xb>`r_D8xjgZq1TQ#C$UjHd+bC#CQ6*YVJ3(rOm5E? zpB>8zfGS1uDVcM+{I0D>dOPOBgc83$>1orKn#m*bg z@;U~swHkM6v_9gAc|4IJwEgeCd>J8b(UO4D9?2SUBHMzjDY2^L1Yp_v)W_B_BBfL3 zJm$V!9F}HlyQoN&J)1Hz>)u4)1wvmU4m5>6*p3{lh1i z9&-5USSI}R-1cRc{<4^@AKfV2QUDl>I9voAR%s4n#<^X6jKwo8ur39hk#m z&@NnIyQAdU6xf^(k%~iI7$_1VPk0W^r}ov1WP1AWYSGc@gTw}Zx#I7y!$cy&+kZmK zRRb=2q|pjK4TceOyKyD3gF8W^ zGlzULcC&ow%*}vl3MA_$|A4 zQPj8W;$DKo-Uxzo#=%vcd#OE;_Y#&}P);t>z{q|3Jaotw0VM3CtQR4{F25#>po#|8u@J{P-vyuC@Deg_2!*bH7Jm*Kwt)D+zRn9Pjw%q${ zrix)!ht!!Z4lfW#Lv#Zy)e=|PoN0JEtIw^rzJz@=gjfK9dtS|6=f?mzN@&wJqv|DW zXIym^?eyN()yH3xgr-wklMUvke2kkr`4LH7g_;)`nx(v>V?$`Jy9pwWe72bp4GiOf^8&JG$>()#smru1xE`5d` z@fBZHs?XTDGy_ErO?8(<@|o>9LRq9Yf)41V+ldncF&7_qcT_0u!Kb;sOTkAjgS)4* zo8@awjVP)3rg;;yj(T(a&i~1py&~}eFfn~A_^i9-rWt= zIeBUn27~z)lmm0WZKAv#wm9U1_ygKuFFy~OcF-A5vln@Jvw<@FH@&@2elObHV#$JC z(*|m2n8KqN&ZyCo6EDsJl#lg;jRpOlsZOMlN#tCBc_q?f4=PRfYLs=lveTc>&)co!#&2p+y1st@?#VGs6)h7{`s3A0+7H65 z9#3drYttk1)8jw+Lel{g%{G5#@A6zHCnu3DkMvL(0dOk1hg3S^@X>$)->Axu`YOJ| zyO(pW53}v;SS#b$Qn65z7(Mx0<3x`{%BUjBYI-?E=1)EVnP01`PczOE|4bn^`Jxbd zURtf-x?%zQBE@m6wLtK8iV!;svOgJKJ*RTH>6Fq7O^dDNhTzB!j4TQ*(Ir~P{=Bk1 z!%yUW6h2?^#Gtj*fp}bVuYJUV^`m>QruF8=h{Dq(_MVC;x9IQ{{3euAFkPN~+6^Ao zdcQACPv<3FSck`z_(VdV`;kr{`+M7t9Zv%SEridd(yG1e2{7Vye&?oZGZh|0+}HP; z(b2u~9fD|)RcSdUD{IwK@*l;f)=a%2`!7yo1cD{hkL8_3cMt|oZy>hr=cdg$iFZOBz~ z?^8zTa|fxPL(MV-<5ZwnGOzG`x!BNFu3HPEs!RSCD+E3uzAMxJb*|$Dn(z+G#K{{^ zoIbre{p(#Eip8vvrAtA}J_iilOFiR^Er+PBksu8b8SIpz-ck;@pu(j~zP&DM+-A)bEEA%$_x0NTWD9cQLTDG#_#T28qt<(FMTzU4Kt$7yOyw zaKQKwYRC~#F;CL>IX_Np5Xj{^s%yG)@#^7Ph|6o3Eti|n67X`}bKe8Wb$-GHnobKB z_mG&xK)PFfU+s3m9g}U9dMN5@i8O;1TMz*}6;4DUre&MoJ!r=q!W5FbvVG3kqbH8hU9rMs+$| z9(lAc`KyJ}1uM=$fYYMi7H_tsx^`*txQJu)ABBt?pUrruk$N}#RmvbN8-y-`BRKn% z;)-v}U{1;oH_!n;@O4ofwj|6SlvNL$Ou!&vjH*Enq?wf1?AYPSRngd@Rkf~G$+dML zj>He~)!Q|O1%pSjk1r0;pWeE2e;pI4ReONZSl3L5HSi?F%X4b#`_equJY5>yCK zAtP_&woBye3DS5uV0ve072n{V@J?$#si&e10+Lh_A)Cy;S)?p zg>O;FK@b;)cffuUGq;((7kb9~HeClw67_ObX-=AXE%lA4PovH}&GmsH94mlQax`63 zGH~Lxj-lO?_k<>bo+#rgXx!qGhlc{KQ(n7i@^$yqQNS>H`GWv+dmRW6)kK8PpTn#5 zdT&#VoLD${P}_uESsDCD{9CaPY%HQW;O-*!^FfybGtndN_S)FEg(yzpT;wl zIdm`q2+F3UcLjbbjpPtgl^VlB3S;Sg3Er*bz;`C`NJ|Z>diVjNMVPr2Iw>5HuNkby%9f(rD&*r$xfwkf0_Iu(8Io zJ66vAElw;Wa(Nk^M>{4RzQe{j9q^1!7y&j^DObt5c zNdXH`n7FDu9X^whC_}kWX$Fr}5^rT&ZL7=dka=}kBmLb2&V#(}764pu6*r=OGTqo} zQe-+??0LTE*lEP7{n*>ak@YMcQtD9u^$;~(3Sai2nd)Pt2mWRWPU*l>OZ{qMG2-NJ z^|}1hB5I%YAu1Wf4IR_#H3XZ@{G(An3{rpcr}eMS?`I`{c47m0;M=1<);i+YQ6Gwr zF!YNjZOEkRW&1Q6s@%Iv9d>a!O%ImR)R5nFwop%g(zS3*?nM(Op1(-5?la}_-}DEZ zNM~c0KwbK3>^2hh@1j5h85lTLmyVd{s|zd9>^gtD3zY2w$^_Y5*CYIshQZ9OftsT$ zCwlJ7(;$-17M(Z~`1Fl!uN8k32tSKf1Oz4~O~VYXoe*u%CqB9;A5sNtqq^~)_}n*T&wT`w|iCsb`gW9 z!PX*^qht_8XmG>h+~oqdo3SLQ?iMhDK7&Gm)dMhDCRsjBx;Q|&oD@BWq!~VQ(RA%y zRna@YzEd-cm)ynGX9L?E@Tv@68j9J=;}e8%QR0U`-w*cD1HD-Qp(XjAc37I8UCf)p z=Y{O(7L_nB#j-dzuC9d~?NQc@K9kEPOtoM9GXLWOk@kg4%7$#qvlbn*$TmrRBkf51G2wh2c71LwHNm4TcjKMxQnLb9(pzvF$xAtuvut5F={J^Id^h z-_i9y78`qstO-w^bYxSG&b)a~s&6Gjuz`z}m*&tyi%~qBmhjb(DaDRvV63UY1Jcsc zjzDB9iBmmCTSyC5Ilal}h(Fr+J#RZ*PnT0Ii6`C$IVr)ycQjUQ)#0-@DbqucnU^zddn=326 zeoX*LKY8MWMDRn_7DHtejNYoMtr9J|OtcS&O=IlDGoihj$%nnctqs0zzk4?vu9Lef zuj-fj)!yb`GH%R@4%9rm4DLEL&0rWp!rIAx(f7d;qIEn>UG2kNAW~$1dI1P|lP|)) zZCS0F1*cip*>w2lu5R?QV&gf%%7<%@t;@8K(VxDayA>PA?ekVVQp1#_6VSl-7uy0? zFA2BMlb4q-pofz})!O$`I~)PJ1`4f!4TK}!ik-)VZXLM$Pf zn|GEcK3GAaHL3ofui`cR%k3Er*@!0EBy%@S^wg^vJ~}7m7@Q{3!PwOQun}8T0m>gT zht{L!5S!Myv=%NZ{3*t&(p8~UK&$PtVs68d}Ajy?pt0NS_E z@5KM+xMhC2cyBVW)}7yL$^{=-=z(~#4jXb~rGy9qmXGdrqmfiR1E}jHC)PGRK6=l- zd-v{l_xNh4tTz#356W`B%Z$2>OajMm|J;+Ix(j7Gg>`p9cNXhu8SM*Nu3b!jUW%g8 z4R6B_>rMALITgHpE7*&JAv{xGDjJ6?3a%dUrI`fks>Hn91SYq8t(Tjd6VfFn$7b*| zP>6IC{1OtD*ihVs=Fisk82WQXauMBBx3-^_H}QwEJ6-;=!M z=;GosHU@y9ZQHiuYJ{(&@sUUf&@cR@ye?eW#Q2F*(9F>gUzkQg5D^p@FsOCK0X?Qa zafOMF!Nv1CHmk~B;gsj>=qR}`c~`c)6*?(KLHkISeaU}<5WxMYh-+$CV7VMGu8~%G zqXC;+f?UpE+(=X!U`9qDBWq-bE)Ol+g~S9LcU|>3O|Csf3u`&2)4kf@6Tt9TA`w@K zv#=XZdC7~LgRwDj7IZY6?8W9RRx0X89I9R63X$SEs7F`q;;`HKfJ zbZFw6H>Q(nkiZ||1+753@q;ZFE7N^4|Nf7MO$6r7k{4mCJCNuO3c3eV z=&8W19*+ow{3mvh)oK!)P|}gQrm%3pusgITi6gk1#4&q8hj#6nNy_T|hA#=W{%m*Y0~!bKDMg|tj_V9*_pPufLJc1U@%}J>Y?4Yr78IVU@lQt zUps!{L~)M^!qFa{g7z<|AXS?&9}wqT(BxS2V_~}}#}fJh74Bfp1+OA65`NZuE}bN- z^n{%T9XxzJkL=dYZG}QEbh#!OsvE7^esnpcu(>r2?`eBi5Meg$*l~!p?0`O!_^Q4Q z{*C+RU(KlP%2A)jcDPkJ0V9%#=8TE+M(&{6*^nRGk1i__97d3DQN6VjdPRnWBfOBMY@q6mW3yLr( zxg7U|Fql)*>balMA0-h(Y=>e?BABD|~W z3HyYd$R-7wl!VjfQ%*vNvVyWQwnwcg;Pe{TvRr}?EyoYl+J04yYsx#{v}u#z1}2zkaR=Dm z+kRhy1ll85y|V6Q{RQ=Gr<%fhkm=p~2xLw(;@}U)A{A__S;de|;>cjN07r#Hr~=a1 zzIYiB7Flv|?8J!^L$fuv4cKL8ci&8Ppq!jwI}801bg~39N5OS6jdmuR-+%hF6Gf87 zo~DK!3>8-L9eR#hBL!8wjo1b*czjH3N!nXKGQH|DFn6%!Nj5>#M3zl`^ZIo^TnB_x zR%F>vy*NC{_i=KXx0_I`cN@%DBtIh81C_XX-)(`A)UfDiFA;$%#S*~_f3GDZ4o9Gl zRjiv9qDFW>hehJNaz!IjYI!S}1Rm{3Tv2!9^FE1f@ZW0qFM-EwLCz72wa#RSb=G6 z*q}rwEOyxTvtF;!wQE-)kt5OyeicHOn|ckf!Hb%Ibg0I z<0iCt9NRX9=S2fj@a2op9TE}Eko8_Ox+zD`e~e07Y^WB<#SyAAbbJMTB1Rq}-Xy zhIedvW&*E01K;1dbEidqQ1SI7+V19pD@*m{ON{}~Eu*ITJ(Gw;NKz!fDHJafkzqK9 z&zhHg+AK;YY6&x%SxMOUL%xc62fU2e5|kmE9|bIxL*hu_X2ux4CbZX&4F*^tL!Ed#%@xo33ehO`;tD6r%(3* zvPUsG1+BSh)Mnk=lL!$c?RZF&mtR-u@6+W|Z?du38x-^hIPb_!1zKVdRFV@qfN-vA zS7jk80l~P~*kAq2tLvmRkL>OXye4)d%Ze(1m&4N1UCPeba~>m~vtV)k%b>_fbczq@ ze>VvZ__L=yNP7yUb{OLo6cjiDhD<0>2%O+2l%%kBC zozdhPQ!eHFDKGEM+V<0W*;!AsZhoY|aiE^A>`liba?Z_0Z=de>VwX$nU7u~OZuW^f zJmza)!qm@-?R}e1mDX<6(tlLi_kBCc|7>OuUH-)CQrac$4}V^;&(2+47Lj9jG1EX_ zS67R`(>BS*|K7cGnORvfXXnnat16ko{_9z^JI*(6j(nb-y+*@7%=LX?p*H(RUNr0G zHGncs2OGx2MoJ1eF%@!qhzI*QZRe%apK03Fe4Zt2Ptr;4%-Clz_nks{f7Z3S*QMu5 zjprVOr2RPN>K7Z^p8{nA{&zst=`mts9_8seuuQDwMxB#oU%d7)yfj z*fcfT|GG}lk{LoxX}i}*=^$=qEt@x!l9D>}g#8Q8FVE@GvrnJ*L=76()d8Ec9m z2R~~L`aPh&!9gBJ6WtC~pwb#r%J)!mcN$}92RLU+5=%o;Un6gS|0YHA1S zju&@q1|ys?$y|O-ISxFJ?N!s1x=&M-T}j}&cKv$c6E7CbIk9JFV}7g)eo++rQ$~2+ z+D_vv)i=qA z%IA1Owkp2AoBAd>Z{FLw(`jf2@G+1?wV@V$K%v#tMaB{K{|DO0o+VfTt z5eaxXXKu8%FK6`>q4Vu9Uwyf?08_#bgTS)tvLe9Onj9$29mt$cckfPUJ4obf{E@$Y zE1JV~6Z#oMi)$;t5#hc4{PvNPD)MSSWeGQ)gEC2f$hN<-X2$Bb!z|VfFWTf!N8Mul z@%JuGfLv4Ly9h2il7j?3zE5y)N9ZSp-)8$2$o`oP(>NN;m3eb}Iu`#A*7 z!>wL+7d|F*fbl8Qo7_KptCy$O&D7TRzILrG{DT*Fw+wx-a-^@HU$1fgVNVpx(@7T< zB*b^LQ|fM&AG9tVX#d4Ujhzp_cLcOA`SfWe3E)^1lPk%pd)1es;VlZCHWxNLV@*Y(v`U*M{@4?dKay(o%8y( z)Y#ClH7>QF3dhGetVOx>?3px=ZdGiXqHZqE&hcb_Jp+UNNL^qC4pdb=aaDGHegm;= zkZgM-DV^Wc{p<;--kMNcGheZHT~~NqX60>u+>#B23!k z+aOi@67i7JT!mGQ#l$6_&`?)ALL~)X1N6Qa1de`rcgtF;tT;& z=H@MV4A6#zoWt4G^$^<~AXV8m)Wbs%S|(na0Eu4ny%H)eq>koC9N-yD z1sz(!xt5Kk5xW7v|9!-Km$DmB8M=2p*%VZ^2}d2?hJe=i)AwOCJQ}+MZ2Teh|67!d z0S4{u?d{PE-dnOLfym3xrHbq(MA}GWPM|LbNm>a#jv{s%Q2#*bw&%tVCJLxWXdZ!E z(5(4h$E&|E>XMHiM?Sqt;F-F3vFC)fr#_pWwRU!@X<+lO5EZdqTC_NfRE`si1!gmG z;zZRkW5m7>vFT}3-!^xbb|OlMGC3usJuDI3g$t)4eserH&{1n(LGJ0}gNih??p`VR zt`Yvx_tJs=`?VG>bhm2Rt$izw`5_ANQAs!pwxb;pU;w%#0y@X&ZAr=FuFZbzXqIHd zgEv3w^dUvErcspNB1WcVyrOKc62?^=MMP_{J+(WS+pLhK6L>NORvTd6+ zhUXHD%vP=1$5}$JqBUnu2mZRy-bik^=q+2;Plzy%zc<^s@iCL%C`B0Hp z|KUj=phw|R6o1J-A@ljwJGPYy`%(LPs7+pcY-m(b|r$ zw?4%@fL|4v-0@&yn*f89ol8sX>IlL_4L?%Z+=SFek6P1@YWj!@ z0B)xA)Mp_40?X#-bvfJ;XURf)&&~A=z*_Z9TETw5=&_g7ZM#hMIq}4YDt{l3p)@~5 zXp~UUr){tSxzLgC0+xJm+(lH{EisII^j4>=7AJveixzdG>M_qbc;JBWSb$tG69x32 zPo9vb6Py-4SwT`DDJ^r4pR_2*YGY%ZUG?w|Mwx`VAwv#aEy?K_{)9S2fS6|M*B{}* zyyqZ(p1eGIrwr*~ZrdX8Sk-ak)=u#t3`FKGjoPj(-=&>Nltl$9>?wD4l=sJslb3l6 z=eGDqj}Epfhq5S4AK;BiER53F?7;cmC$M_Z)iWCQ6WQt7fn3B(5-sk|?_c_*bz;pl zKf3cKcvDTiCq4VVTu(2d`3{ml{rdiZfMIZ*9zFhaT5s{Gq5x8Z`mPc)7CutOIoXG6JvGv7hn%M+C zZNyCuIxA`@g}_DYLMwLpRm?Xqm@+#M_F79 z?yOH_WOo3T&oN75?79KxIqJwevEz(0AZ8A4dNOeDKK}SL(wT{p(bSiXpL0hsZ5c%9 z!C5e!L&Hgz^sa4VRg7z)ZJU3o^#t0Us9el!kQ0`t|Kq zR8%Z1EpO{&Iln1|Oe%f!;h)KuJ3XZeCvrS(o57`(g6%rv;M^YP0t1KBFA7T>su1np z?g}HpIS}`)1o;zDKm?tsZCUxVqz_$-Os`(;khMBLTq!+O6}-&j>~>%|-sPC&9~K+Z zn2P!F;F==0dw(CMqO$gU>4(n)PwIGIzTAo!fpX+)-q}l+(&kTr(QX6i7^&;w>6!TA zMNjBR-6%WS!1M%QXvOMv%CjUQ<4Bm_0(|89uFCDFSzpnj&VIIJ_Tl-%l1r)bp24W1 z?^9cu1QjQgHGy*IM$;_lFmjI)9AJ*by^aK z*(o_|7Cph5tJgaZ(Adx85L5IS-9w~mtv}sJ-*B_@1e2;;6c40xExD5gL7}ntLH$O; z>1Pym%R7;eFwiqqRQ`}Tgg~5{cjLRQV>fo~sNdAB*Qfz@3XsOD%Jbu<549(}2$?>K zwCCFqNj7IDZX5o~L`s!1o%WxMc?doBD5q_!-IkpDDX@v=KklTssUgT&qPe@aY8dsf zNFdZIVmL!NE9pJI>azZ@wu2}qW`>%^#M|^8J!Z_5wo`aq#3>vk7qvYw^~%OsNjJ#? zw{L%Mb88UAM~l5$VkjW~Elu_|-+EBb8j=&q<|VK0j@mW<+;kya#^}ThnjP)IUcihF zfz3N6w7F??j9~JPh$4Ki$}2zAjw_qvFkPXXQ%mCB1dFKqGDZPuVLcdP_PndHXy;_K z!&TMQlmbVAi>|EvP*n8L={tqH7z6B|ItZ$a@hijHdJu<0v9TH*GKB}he(68Yk8^Ex z%JE?A5clMQ^778!D+b3R+wOh_{%zOTpC9_1Ie&iI2+u^?Cb^SsfwlGl6}KJ4jw4yt zK2{(&?A%&*-G_&ic1F(@`RKAhMS{aH%>6Mhqj%Zb`k=d;_t+cIp#`Ox$C4T*UGY=} zj3(c;`T;ow+%R8zU?D>?3f&D>&3k8$>DaMjcdcCmEHohzw->ERZgo=ag{eMTHZ~*0 zn4b!RtjpD)E7JL@Df&zb_KtM8(YEZb?gxzy!x~jb&3&({Ds+BI?;E~1gkDi1=7JXM z*MIA@MdHm(eD?hLie}Lyg&99I#n@%(ofE4q#So2XB7kL-!7#Y#FWxB3wyRnem(~e- zTfJ*oB0PnWcr8N#@`#Ay)lyAOWgsg4F!c{(OEIiMu=fzn>4`IEoEc3IqAZ8>TQI&8 z>pSI?iD%*@ zYs<+jc-z^ct$aXWVA$t+QJ%83k{sN^`6+Du>vsFpAr>b!%a}T9%iJ zc_|aPxx>m4^r(&+mBbre&)2m!Z|bNcbAryp1gSRIC$3z#HV7=fl*9y^9fsRO7i10iSJ@5CW5%mfFp?W zYRv);Zr&v+AaIEGmdTBze!^GKi!LmVo_n(l3fi;G%)$vVT8UF}K)N6H7!FUOtO;wn z2o$kD-gO{|4FOw2b4eKz zA)zA5EHhC;BPw%Piey?@DRWZK`&j$_{q@|heeb>YM!w(cI?v-gj?Z*P?OQtbYByrs z404Ddh!`vzkxwdMyObD~4%BzhzJ2Xn2RHG_UC6u+-=?#!p2Y(oF^h>sA#=e*obn*Y zq09nSU3Nd4i9S}gG89*dZ^r8CMx1am(-4|f#B3#k{y|3$CnYsv)k1Sg6bdXMP3mT# zV_Q?5wEJQBM;RE5OiaR*i@4c%%=q!#tJdT{C;FrRBHtn+R2j-Wo_`1n9H3(BV73)t zXJor25ovlwr}Yrsw-M_6@L?5B32>^={=JivlNn2AIY%{&PUw?z;)M5X$=u+tpS$Is zaD#j7$C>!Gm>2^bI||zS8G-N_g+Ex(SStCoor<&+7)E=r7d&iVgZi=QK;9QeSFS0a zE3XLF<1 zruX6U@li3W=FFL6)v9NxeIWItjh-ICF`>#9rA#j{tHY4va!`1MTQo zI2Oy8w$cN%nSE%>0>Xyqv}&cy#V{r%i#jxte#CsmiWR#jFW9hQ2&~FXnmXwb=mu#H zg$`eL!1ch8p$CSnPhg8i55J{3aoqUv#mw6@#2TO>0%v{y?u3FwPy%jWtnPEHs@c6E zem}Li{y5!2`(s;4=%dseKlg^?*&ci>PN@prrlD@+o-5-=j8FxPZ=s`et6)W5K|%1| zy=~tt@4uv*-?xvgID6bCOvqm7dREnxg|4o27c|CV9g``h$JJ_w1hr_ZJyE-Ed}fS6ExvD&6CHmb#pK4l zds_xariBb%{{(bUQoN{`8~%Ko$f(C%5pCHlp&&oZgFxOT>$&5y_=szV_y7EJ6GVeE z#MIo}o=N(w_maCMujnUXS!yqyp)9x4($)^9o6LBk8KSkn#&^}KK6{^Uj*1eG`<&pF zwhl{sTUoUno2tVe_9?wSm<5!hsVPA|Y!>`)$5c<;$oc&J(-b^ut(=ToV&-u(#)S{UWFGl!wE4DdwCBnZddy8dzNU7z$~_CS8+$)GEsJk4UU zG-u)AXE!9q?{RE?TvqNL7ZubpDMyda0=rkxw`x0W>QoQ2XE+CD`uOB#o6t3J^=f%L zV?_<`g`Dj8_2(3-T6?`fgj(I`;lo|$($Z!%X~w5ox_r4kowtq8Z-Kye?tI1D5y}{V z_r!@sk?%gxZU8ykGB?lb;%Z>~t`ZboX# zgzX#9wWg$|&V;e^=9o=6($-a_D(qWGiPPLt?$KYZsAn|jdlr%e>G{zY z0ZN1ZM{p^rf=^Q&^i+TTZuvN0GYsks>{^l1e*eJ~{ggGp3Si2OLA_wB11Fw5?6{Uk{+8w9=yvZ84XxZLogI|orHYv#0+gE5OaQ%(CzI9We;Dy!K84K8@dKvei zniD{zrcd9(K}o%-eum#*pyRM%4j?DWHv_`%p94DSG-!~)|0Eb>`f+nh#Ne9%7>UWr zj}9&D2-`$6Ac+#Z54UmSZf(dov!0nvm`V7DgXhle_|~GrWoI_q&W??yw`=Ig#vZo8 z511UDRPLT&sw1owEy8p%U|$A&n-S`ItrRdnkt4m)-VR;eL1MDusvFV1P1xSZTIpZW zw88l+_z$@A?c2Ag(va_Y3=e=H9_Ly-!jk5p&sy(murJn4SY z9Cp$SBZ9Iu-MnyUPqf6bhRC>>Ez!VMv0OK>4Ld z3O_^MO4c@z_xoq(yQ*j!Y$WI@%_5rGki@VFAW>(!Ym%=Ben3#FY!Oqd5G~?1ablCA zq66HC(R@pJoYxNSnh#j!tkR@Or!HNZz%*}jPL?2O^5J0dL>}nl<0J7r=~cUS?66iH zXTHnrzQ#u&x%v~IdeT=fH3$cymjG@7XQVqwObmp&pvt#nQQx2oGur8Vh8wtE{wPgf z6U^S2MRth1Xigjkk!;Q0?-LcenZ1BbXg_Fm0H6OgxU0p@tKbZv_W{w-Ee;M{UHZ(n z;QNQ#=`&_*Wni{5)UsCHAR)&FIcE&Dingt+eET+xF5aj|kLCeJ$aG?qTx1Xj3QkDi%nifWBX_SGV5aDYeOv{a=|8UkhX@Wdb_{dEqK~n$AX<44QO0;T09C40;)f)0_j*H7gY}cXpk~-`cfPa(NB?1OvfOyccUS zisKu!wX_r%dFjmij=Y)R*W=@JLZLDqbE+>wW_P%Gbrakb?MeZ^N<78&BN*MiXS}a1QF`;!F1rjy;CnQ56xRt?*FJO zqgw>a(RDs^^iCefc95@a?FO#e2KK%Uh1+&)&)fO$r>p3*VyK)ks5oNee*^?PTiVd( zQp0%F#F_#aGb4rF`4KKAohalk$|&(Siong$LN^9*F9w}$%hs)jA-Q#-dvF1nzW0p# zU5BBUapw7=LR0;~f{rezzzHGF%otv4btMILiSyw$uH_AcARmdFp7Wd`B#s!^ezi!A*aL{M`_lvZ1Y7wNoRiikp2#sWodBarm$a z;Q@w-)V$F9hip^X^Ol2XIl)P3bMETf4-X!&i(q!K)UB?{=**;ki^EG0kKHLhXGF~9 zt02-CW2$4!n@)XKH^Xh(v{4|^!)MMkGCH(o-u$7RzS&e{n9Vo~TZb9mmZG1>ZrMFn z_tTWkpST;qUK6$+{AEv&Hyn5I{repY57^9oGH?ET-eAilZtWIYf3TN(92ch*yXv0zMsE%u?r2bqxnu;uUhn>_RJ!= zoKp6vA2qAKu$yK#w#DDMYD=fHR~f)AZ{_ikqz7~aO%i4&hVR@`NrHCxhqZfkq} zhv&hSa#^i=20YGNALhbE%*T1K)?5l9-ze)Q)wd4prZi=-gwvpdpzb>e7!L$HR+ zwUd|s8p?q?0=6EbZyU32-8yqUR3*fKeSUuaMqXppKu&pC=Wi-1&TRPb@uTzn1q(*3 zUq4tn%Y2XgPpz9OIU2XD)|sHF#h-%qV~!st2K!u?id@7f@>5ceA2+7pb(F0K(QFKK z+!-oYY%*SaAW2&gzl|4tg2b^2+Y0-9OEi-T*caBGo*U69*tS(`csuAy? zCHVIC=;&gvAqxmHMm0a{`zLUSh^Q!If<#Ox1;!u_Zvg(h5K$E^uYhYCR9C0fevKEx{zjt-w0t9*;Vft^#?=a>xHe}j1 z;)!?0eb9AX6JQjH3wZ+y>IJRf1@`6zt|eIu#^&amwC*R=Kcb)JKChb(`;|VKxHp&p zIlAJR<*`GKKoH8K;jUvxQ=RSjk+nePtw>-N3)*rt?D#Hq)4-YV*EvRQ-YmO*IGr(V zgE|HjBW_G|FDTe!wPifcbWfq4&{Nvq<*nCBKGXji-?Tulu=jHY(X;x zu?jale>Rh?DIQYHbQ@1x8BXYe2|Tr#)r-rY?6YYVFJVK-B)rg*Kp z;S|G{b0Xu9*0sDuQ=8k%Uleub6l0UI4V9!^T-NU%>d zWGFp!>C)~uZ{ODJXu7jBhb^AVmZS!&V(aP5QU2c!x@w~oJ=~FzAp(NOeOQ|mi-=>O9K{QjX0yZ`uIN;jXYAOHDh@A1^H`s|{ylP5b1NB;Xa6OfHkLx^F? z+&cfJaCK06ZBCLeJD?$N>^R*R7=)&!_CtqxsAI{FL zfATc&@rT0QmIrUIN@zHF>eSry8QA4z2xk5W=keKhj85Rtt#tgs=0*)CR}3iBO?te0 z*RGt=f6ROa{G!!d{bSIY8sn~tZf_?isf`!@@oH?%Ll-1?;1lp@w?b64+uT?|T{4Wx z>$&W;qhtfp5dd&18-*kv&$)H$bj_sNbhXe%K(axUF>H$pWv<-~BODtcj1ieBzNSpv zff5PGUly|7AH5H9r&-B9U-g8>IOB20>LF^SN!cOrTY@&rG{y!wZmr|f?^PvU^Rs^< zzh8B|tJO%~Sq&xO-uUJ9*T|5!qaGK0{OvYk;powtC#PP{8o2MUXzpnY#G-pU425)FhhJ&luyb)FC>lEwOET^MTg_N28*p@~8s;n$C?Zf-jd3JV+SnVYFFMa)Q zU0Ay?#%@Lk(D`6N6`ntD%P|!_x$oS+)>a7&NTHU$w7gn~xOI;a3p$wZoQ3dt;qjuv zl;Mp#KeWMr!4%i^%Y^PWWO(%Mdcv;*KqY+mO{;6B0IyU0@@p->-KJTyZZYL&8&TIn zluu|`bH?f;XYq7hjYSU-q0xg&@GH9rY|9>Em;jdJ=@&Z>>P;)iT*D{vK5%W#m#~~^ zNl}bD)h{2g-k|2sP*Z+9<5F=w;+*WznRWVjAlIEnSnTp+#=_o!^pO-~N>ux@fRM5ICa8SnozH|VFZrTp{7 zj6a*_9s|Yc)zN42ru*A1`fb85A6sn&rN%bge_HAMBVIc~P#aHt4l>~`X@3=niTYWD zhftJrM9&8ipSoh@O1)D>nbX3dAOppRMLjwarE|F zwOT17rBHfI)Nr+OIl#j1T*&K0A~;>q=hwHJfyWqi>!!gZX3q04Wu9sAN+V~Q6B0zkncLbN)(nYoT)cBJF4I3}c`K+(;qUNoteB$@H zySXW_?F7|b-^IqJ15>?=*+bOAz*@HeserBv_r5FLHGcn|JrN9eZ(YZZ9$az0xq^G& zsb^*>mv?gCzmEI^z}hk_H1t1W)nKG&npu3N@Ptc4@ot-yIMM`rPrZGAE;nS_!pBXr zfgkLLS1}fLo%^Tj>fwO?;_2FN{zYo0ny7w?m8!aq_^BgSDK0QXBF%M0 zhOCD$0H+(zp6N5!iGC1xrFTVu`o0ulQ{Udvqfs~D+5+LI`)vtkn%sKnEFd{&9jb1d z3CBGGQ6mJE_j7WpH!4!yyZlyBK+BaI(Kbq;>4koNM+f_q6#8Fjht!)My!nM!Ki5?z zs2`p6x}qW!JpDq#zudF}i`H-5cZ&d(VTU2BgqNuLixZKgK-Fn`MM*`#CiM&+ZX09NWqtvVg-(Y5PMW~E|? z0=AMASLQk|&9^x(H(T*Rx$x+obF=!RExUVfF|XJ>j;hGgZ=>2nVM49L87?EH)vzqe;cf z5BfC|WB-^n*|@WyBY;RV)4ooKSrC^MPv_EP5r#eDP%ryUgFN109gnjIYJ;^I};%hsX)b;=H0L4kIK5P!(j<)$nS_?vhg zkyTM-=_v;#dF$_|?Bj`fBV_;n_IrDM@FV0T6y%6u7@|!DyN~GF zcHiv)tU}}Zikf%lLPbS|fW&M)#k#yIC)GWGMVm>#(1iH(RDfA-Rz1{I5`kr+~WF{O<=5NZ=Qc!J9*{G-rzQ# zix%DWJ4@t%2p{6&;))(T2&SUBj2dN$3AsOCe@EP{Y!{olfR@3FJS=cTCnZF)QaD2%%eMWvn(&qez3EdO5#1=l`iRqXU~l{;O|oxNYed zx>ppmcgqXw{!<)J)gJn-vT`9SqDE(G1}r}qrDf^os%cAX#>Li8RJt&vyjOjTp9Yz= z4LS$5dl$E~`kbAhbRG2V)xKDO=GHtuk(dUkyqn7g6(;>tBmMZPN7q^t30?W(a!g+K z{g{X!Hy%FJLBRW}+lIS=-4}y126GM~WVuoQ^5LmQ{rw;`y6%QOhff%0y`v^M3pVA#Q-CL=epZj8a<{JDxrbRS1d3yD)9(;O{gvqd`auh-Yv=y-_oAJWsZm7`c zR~ULwQr+6|TY7guRrzl8L4evS(;*0H7H{6Vr6hwj(<{n9IWswl&K$QMFj2@Vj-T9n z_nde~d^C058ST<*SVS&H&;`aD14mF(vwZq0$!mmV&3jgFCM^Q3XdBgaBa42zZB|LQ zIqb=^-Gu037D52|++ZV3sQ04EnC1?PL-dizPNfl|N>#rv?u6~T?3(X%>b4lpxSWHL z_e`c2Yu3Gj>%hZd&EYn9?&TM`Hr@zbUQaZ|t}mBP7&lHvD~2lj#f!V2b>IcCg!A6U zHI!D`%FO~|Ag(%pQ}}TJd$b|k?4n8g97ORek7yicu0u=~xtGMS=kscsN(-db5belA4>;gE7S@ayJ zccnWj_i9wH9wl;_*70Ih6+20v?yY8SA8yRiDt#u`!XcXtq|bT9ZAMYU|M0QBHk~`r zsP;N=nDmKFvpyK~!YYVk<!+EfAZy* zk)ymyD}8p3rmoI|M~^D1mldCpTX(p;J2v9)mRnNTkq!Vdt&b;tTCr@|4UT7#Xi^Yn zqeO8D2z-tApse4Pi011T8uWhW>ZjKHBi&<$Hqw%M8->5Wp0oCWWk$lRM68DzkcGH> z23}i~de-?t@VxI)HMbaJW`I}riI7%;AJuKvsTmnz$OhOzpMO@*Za=1H&ayinj%Y98 zn4*8)ws&tN!j$TV6XKrN_3j=sc7Nv1Qw^?X9iY1S<=q-hjikT#ttox-HhY!Zgw6;3 zuWtA=fQo_>xCO3hDQZlbJP>YmIWX?+7v=+8quQxKt6z9@hXMdwOkMU(iL{rgnJV*=xYe*fQwOnlR4fRxF3`6WT`nCQ(sQ zLgOQ>KfOFdNGWwQnCN`uEXc@YE+YbkfamwPo!hRyjo)&+nGtY>um#z>=j4*NlQS@nQ zLgt-6e;ZJAuaeK-fB)wlPD`_z%DoieP|D$Sw!7Wgte$8;9gJI^`97A$(Q4&k(9s)D zp0uWn(zpYVd!%`(UhUJVQ}E`#%s`@tL0bUg%8Hi;FwxDFbZm8Mf^;J!+cc^2dWs>K zL3vU2Ogol>nA2EOo1z;UX#~1b;wCt+CcZ?tBo_L_> z^D^h(y)iMtRM*q}%NUs!K1c?QVvCZ$5T^VEIxKVe*Jf&JPvae$>-oHW$MWW_G*iF7 zVGPq6RQH|u{$H+DMO-+rWw3(0YXCLbuRZ%QW&(Wi&4jj+=L?|Dx_+s`U!Vdk5>7dR zGeoUKv4hK$!uoPx?YAd07~r0+$2V$8Z@?UTy8n(Lg=EJnKnv-nOyN0MTU#&X>~H>T zUuY&INX zj=+19PTNyec>$xGHy0EXi0)ieTueLRjvZ$zhiZxl&wB*C32^Xrt_}NK~FHhY9*Z7Kd%;U-mGZ@^bZ5A7BJbLQX zFm^XhMXsq9D4(Q2z=Goan8}xt-M;lo(7n#*zW$JW0{x%>SxQZnP)XS%@@8*AY~bh% zp%M7r_F?!G6cPb8%`bCYt?7JYT%sjoGon0^)8Owxq4mhCTL#jCTeGU0jEvtKyj*KN zB9Zj#b=Q~K-X6z`D(!0A*jhPr$6Bw{SHyY(EL;H~l?SFt5)5cdt+}&q8|ea z$euW3eJCOs`FZl@cT61;f;bpeO)H_+n{{5)c6?T%o+DI6dG!X#9e_z1q&hdj=&Egh zhc2{N^fuy-CZ)KAfq}Z%HubGHPIRvy0=HUDgLy|Y|H5zA(>Iy6KiB>8C8nj5wY3i5 zP9}e(WX^L2BY4A6eWq;w-Sn<~TQMMF_$If6qqAmoA6oTh$n1%%0TsZ}+ZcfxLIf2a zf0yKpCyySX<5$6{XW=pIIYOGI=z3!VPp|nhXaALELlLA^y-`&VAd|V`Mfw_T{xn#q zQqD3o2a?;sJRT)?EH1wsU#&^rXXgF;E%`>nU0uULK-rN^5g|))V`^bi6HqqhonW+8 z_oz2a35Ykn3Qrw8*qGLUr<+!Dk_LxrZ#ZB;+#-ASqZXzV5LCbq(zgWZV-E4S?$^KB z>qieCBB}b_;p0-%Cay4e8$s}qx(27Z{5c!H7dPQe9DLY=5OZ*MKx1xo-H3b}Zd6~U zg1i}Bzt|y*ICDm>zhq8M+p(5fi3)v}_kjCj`&W3rL`;vojB4_KHzI@pp$$)qt=(6{YU)Z?*j@6-xLh-8(H=fn9W}JCFgO^kzAfc!6U*VE^ zztXDH(qEGDa@U9_@r^vo{{cR(X1Ets3GPBsvWjjkW=)d-rfOzj!BgQ7SJ(ZtWJzaU zN=WI3b4C?O<%EuLtH%iQI0x!>Jx@G$PKUc8=OrEeF=U{Yz5FgNUiCz~IB1}?%HYhg z+5Bwm1cEGbp*?z4L`g(7eQwlABw{?rD%-Hw`vdy*>uD2pw7hrwhJ5iSgX!>xq9F#; zt{2AlzqwGuI_hr(4uG(UxOZuro~Ezq#fxXL=4=2SYsNlA{o>Mj``ES${wLQlJkHX) z@HNu{ogjUL92r+-7Gl?gV!`YYyuW?Ebr=#}dB86Y9yt;YSJ!**wHb&f>-WdRG~VM9 z#_ehT@8c5u6h0>|&~In}O_@oDRu{oP%;qtOdXW%*QSLMDA%wZQ{_Fb|>KYo8$}Bm- z#Y4_=rh7{OE`cx*bqgbp;yKT(B0*H!lq_|`$QLci)qB4z-LaW~|~Go&3N zur$cAV;}?ge>LqYK7&}RDPzZq%^J4)1{gG{Q=}wFu%~8ML(UN>E$tEGfvnf;=JjxmOWOA-Nu_ZTEQwy5fUF^CGgo^Zd?=i^fJ<0J}db)_Vg2K9$n9^HHIqpC2p$VgB7>&`$8zhJg5n(RJ z0L8eBgPicEFladhP97hc7r8C|Kwt#t^Fit~J2l;^r`qI>wtZKN4;>hkVk$N!1{a3k z={B{)dihf^xf-EsbapLLpRk4FE9HxaX;)5$dN+aT>vr0pKBkm;lU6kR7T)7h#g6! zLjah!!JlJ|wQUi+X+XKKt@Lo7vu26-Ps?6jQ6ooK-faGV8|xO3dqVvrDl84Fu-G(~ z%0@~CIX7^EaPsZ8p4XCTPC)_T=l?0`R971PbL=xr)FEn#oy`UR6Z)m zJ~5NNKy+ww86N$1Pit$hNuxNWMvcBRB`CJWe2%yGOt32XRP3X@CceL5^|3Yy@*w_y z;LY3QxihF0WRFAE2F~)-Bl$-q5IvN? zp*?fwFglVo-W|VQM$H&gbRoS7KP7i_74r*nk9K!*K+tc z2{6l-DnT?9fsK)i8DfTG`o#HZ7$WXMl(3ven9Xj1TGHW@B3StQZ?=Ukp9_ub>@QVh zL^cVuRY1T%Uc5Tb#0ljMZf1$0`tHIAJPf>?u`7tc3X3ThqLe*83@UyxAR#{Q{-v)+ zs=qPg-Cg`tBJpU;Pe$ZC)c|qgxe1k`Cw5O=OTBMN4;Q6%?p?3 zUzvQ7B1!zAg{h*ol8)(C*Ew@cKypJkiwr4MV!aqK;s%l{qm~hE)>s!UJ>8oZAdl80 zhG>(cCEsFdyKT7SIp2mr-yL8Xsbz+exWMUq% zl>)Secvxg}_N?wa0decXcyg3`+O_ts&xU)TIDD-v(YAHy<0cR!tPX`Nk)a-`WH^N$ zr_kyP8&FnkeYfS=v^5qLZ{G@Abb313xeT}nOvS^R{+H9p{VO`|oB02<0Q2%pL~tl> zh~wj;hfHCO3N-RK67=D1CvS=XcjRQU)K9~%wEysju?Nd^QyZHMlRYCh7yq2}K5$^S zyT9ACAL6$WI$GEsQ6-X_wmPc?A2b-D9D074>(MVV<0|k_7T&uIyd{rCrT4ck_1`aM z2&gM8T%CXAw7)#Y4f}EZufIyXcfH(e*zUv7Gg`(;8#gL1=xBZ;Y}VG!eJsux9q1k8 zwAtylN6!tG`U4Y(kC{ERleuTqCgq}yr#tRj@9+P4@3I~vdqwTC$Z5*g^EvWZt!H)&h-&)DyQokZL@n%VO>$Q;8U5CNlvUm z1FARY$i=27_wL)L5$jzHcJsgNLY30>KjfCkX0hJnBMxt33s;Yl>wez8bG{5u@jFgD zK4)WWtOUQmqu6%;OfJfRh?S%@AT_K}1Xek9HGK5wk)%L^bxPy{9JAb)&d!#YB!g=~ zVcIhmR7$uEa0{G)-0*oW|Nac`Cd;>?14Tno^l<0nXGTMYv}bVI5vtRngXUjJByidWa-VgJtS+vyzw-I%UQ4m6bPjZmCK#NGRgW*=W9m2#QOW^r95Q<=_?J zi7Cm+p^A-F+>X42Iu(HN$dN9vD;!(5mzkhyXx4sfPO-Y;%YJKXKDA@7v7dSZqyU){ zydr};aHwCE&vOKOn^k;IO}!k1B#JD;_6PiGR3)#+z3Ygg8a(3yhJNZ>V_0R@tCu$2 z;<*7`J{*8RU`skd$cv#j`NUutS<(4g1dv+f1G?=xRJRsZm@W08D?v2A6Lp*xAUHC5a*16oOiC6ce%v0SG` z!IS&8qj7Eik(fKI6?UZF zpz}qI%pjgE@F!0Tl+2J86_Ur`#`HD0M=tffg+9>dcAuJf{x_bOKQC`g%2TI*;le_g$bDBdrZW`OM}l{Xi=*e?>Akc2aBJU94(0uzM!w4f#Gq~8JmLt@fYbCBJ zySrMz={S`itkxj!NvAC$U2XpCD4&>j@X{q=?n1y{MT!87DL5(MOVaFJ>HD>B_LLz` z5QdK*H_?gq>6%e=`jkKwgsk5dT#ZAW>mX3slkyx}J3qwI=~>+V{bKqWq5A25ax>-_ zpR(|;H#llCZ`=qxtWBhX8cnHEK^jM95c4oU{k>BmCrOG19_|#kNiBRf+)F)qa`B2m zW~Qb-=dygD8j#8|dPt~{kXFQ*K-269Oh*981MTW%k^B4&LkYg-#6JOk%_Mo2ZkMNC z&EPo3ADq9nY1gg?*B__fg#hO-HzYy8cfBa6h*>2T_S`GX)uXA_S?Ue=Jo-fHr zWZIEcRXCob8#CH$^p}W`CLYv2l-^Dd544MBPw86~$*Z)-UMG`<`Joe77T8@<2v##^ z%$U<8VZ(iJj{)?G)O`C>qbf;5a%gRZ#|$kMsH)hs>+0$xBMD-i)?OeX@M6)~)c&a2 z%HxtKbZS+oo9UrccjLRcXp+wcPna?#Qo?~AJ=*zi(dhky^k`(qbqeigBXS;Csg&~P z`g@seZ7Jjf3cX%;UTY7gSZ?6Y-8v%bpr^l^X7eU^+%3JGr}Ui`{w)f>j}IdTET@um zh6WObk@m&N*f_*})M0F<2nY_&rJsk&eFK!w$C>KTwBLJ1P5!jyBW zBlLa^9N3!nLYSn_fCHW=o4*d^`jA6+wlVnu=`h6!`alIg6nP9BNX`O$8VaAo?5w%& zOLP<9)M^#6#E+>n_2pkNt~$jop|9N0{{b>B?2(xWm%x(79q0ymz`1rV=mldR?^l4h z)2Dm(RBwz#cJ%3>^kGS=4!UoRo38!ztT#wb(X=m79+CS1rd{HV4%=F>$o8B&K0?WCpb_D_kD1mp zC_df*`Y{te1u8?FEF8tcSM?h>(EY-5?nY>eQd(#Q_#^0+BazK!{Wx{KR*ed~!)~aq z8KYp6f;53g0gvD=Mjx2ep5JQy$cqIfIyk($QeRP0s;J*A1B(2b&MOPmeI~rH+{H}8 zc>}H!M_AI6!E_=XvB}4^f*z+I}kBh#6P~m-#>XWQETqj&6`6JQ;coMnD5E( z`*$0oNQe8p{i_GT2{@|mT4puPT`d>nGJ)bTDr4cc8Mw+~NZn@#lmwi6qB_Cw^AkCp zBsa+L2@56JShN8m7Niu)pt@roTQ8WFMv{>TjnU2XQ6n{98!i7l{r5l(pfW?&Np?If>>12-5^ zc^PF$ZG9!W5uswi0WT~my?5p&BN)?oa~`1}0UW`>oXBm$ULETGXWA!WmN{Z2o046B zWEJ7B?kQJBsF`rBrYDn(=xbvwCI!(i#?2W~Swe~+_KV<|ZJ5Q1GPk-+n4w?NwBTzu2GfF|;`1N^LuHl4 zIv{uQ((3AtsKeC)ZEbS~E;|>bSn#U^DL;PGvGH86a*TK0`FFUV&kPaI$vb?cc5cAyvl${eCIdA z*^}ws8H<5@`?;Aa>_N_|K)Nz}@VuX(u0t0)@dry~pzIfUZQ%e422miVjXe#(7jtH6h z>ni~t1takLyMJ_#W>vU28h66p`kv!6dDnKudU#ASuaejNK2Z{CgQB)gSRgh%FkVSU zWUvjK*(M}3bj(1=!C5E;@XU=oR!OXIQBpf1XZ}x@McERfT5j0pT!5VqW7HN-DevdB z=Yf@Xu3&j)mt(vOp->WA?fBbn(V}hy%@rMLrywC@l!wD>2N)}dRc6K9f5W?zI0t@~ z$hKJT5;Vm!52rmu!mx~jC#jO~m@02_JGN6`LRY4Xito3qQRd#7caB>(SuB^EDOfoV zjt)Mdnx*w;XG7gP8#VvPEn5x`Fu0qTtY(fz)p}@{f$K8^xC*T4AC;ti;B;oV7co|= zxSh?-E8e}6`^zQN1oWGXND%iAe>oY5p{{q_m7jA}j&N{3TIhDsX!4ZaXU&M#doc6^ zX(EvG;q-*$nCTB{zxC{C=Mf_k)km&j`HSccI!VEHk6DPaH}Eza7wWfoUm2_rH5a|+ zh9A5O1=JG@%=IBiTU^8)k$nEuPq(7Q@ z_bm0!=3TVQj^kHk%7q9}aBFzUpv3aKt5-;gNfeb?d3N!JUAuQTjrFdE-t^sH0Zb-X zxA)54j_ygvs|LK^vujs4`s|{QYnBAlz>S^xnj=Vr^D?U;djWt=dECLRFc%7N+;F`? zIG6Y*pFO`hTr-)TEDFZ%CBL){hrp3O_i}S(T%_C%>pME2R(T(N6dB0GX`JS^Nwk+p z|0JYF7Bi{R@Xq)v2qYBF=n{?I$)Eti=yWS^sP9? z8khQl;$Jj;a^6Ck&Bh`mYFM##BS4V;l(YX(?F`C$_K^b{Hql)s@e>cM|E`DLq)X>M z*xT++3At<*lZQJwghe2OA*3FiC0`=o6_IygcEKuOhMUqf-@IEI>pid4C8+tyo0rpF z2n5_stEX44mi{2ohSQz0CKZPqXbuM=xl)qQMN>Zp=fo%5+80cO6hyneS-BUT)lTF- zHySV?F735mSmG5Qc#%x{4H4@SFjD{NlN-1UZ_^ORFsolI)W|)7LFaf>LQL2l{T@TgbVEW_KDCBBtoF^gfGWFQ&gaWX>eRg6eTNq z!I%xNfV|?Dq+0$`UNh%jlwPl%OksZC9!(TTjWuWqO~p_)c1At1#>8LVVE$E1uO1PJ zAPRCEi~Ft%!SDY>+Y+rLmj=+*j9&R7*6@Jt%clkp`5ojXJjjm%?T{cDZeQDihF8Lk zS#j(#C(b-H`Qe~U5M=`LS$nRa#`C9q&A+wyO~WVAbu0n*J!Zmj3&qzXTD^@T*py)`Q9*ws*STvg*~`hH#r6 ze<_Kva{Hp)u@n8reEYF^=c$mE{;fC{Z1k8DXvbuya7gtVe+ju55|d*~N6$`r#`z+K z^j4{zXBA76`=N{N`j>y*^zrxe8$<)s|7tANI1nGC_k(Q_U7;T7H4gW_vu|K)EO+BR z@3c?@7HJFuKKcCN<-mBa|U1;-b7U^zgW8ACR#o< zNMlq`TLy$4+9zl{#e~=nwS*z-zp=9g^(WsX_2&|P3St}6Pm_kEI6HrB`Dq6LJ;Uem z>DS`EREqQ&2(ZhEgwE-dbo!o&S_z96Tlqh~y%tX-O31SEatA&8%(mG|sp=!H7jjxb zw*-1mntbNOncsh3TQ||}Skf7_Rcwg5X%@RL4~)A+e;`}>FQzp;-L%tE zJu3t*p**>WHQ zT8}LDF-Od8`cerG;}AuE%VQicgR}>uzI|H@Ed`z<$tQdfJ_2@A7~RpqyWX^iEm(0T zzr32*k=Al2g@_w@atvb1(5O@o;PF>XcIPsdknRjwngwa*GiD=40!IbD?pd_2tG`$3 zEowl8fNaFEaRTqflpq=q2hM3T?d0>NGY~*Z#`duVjlQYVbS#pz<;=aKQo(z&&<&uo zQg*ZH6YV^!N{zW+V(}26^h8L_p5bZ6QdppyNXLcrLFt1 znBQ{ceXMgbT3;2WRH@ri5Xt0lgv_S_rO6+|XbbxrRQT?}?XEYV`EI=XVu{ysK~+X&pq575@BZhvdgM(vs>>dNcC!1kkM}bZ zAb{VVu!;wFcvbG*yUGP=I~3Q!@aMf5R{Sq)6E zyzfMQh;-{aX9)Sjr_U^}rqp9IINdhf~+EuyX!fQC!94Hm4V^SFS`rvBgGCQ8we2Q&Z6iP!r1c zF1aqL*Tifv*0?@ta_Cv#53Os4EW!A^dQkhRQ>V(+EuyofVI$;n#le7c?jT}ay1YBl z^-N2rXRP`UVP8u3tdXibQGgr;FVDr7`dx%zWsU3~vVIe%DceL7%JnAa(}&j)E@Oq7 z9BwSJc-sCj7{p00G>C|5{M8{jlvs1((@_*^Mcv6HaCG5il;RcLf&WFk;Ic52O%u@3`RbiJ^-3^DAO0- zSDz_Uu5KJXe7Hh^`2@?3QN6O-4*(?KM`JGwZ9e3u0tH5{9e~Y?-nZ{=ix-R4IUmEQ zexuGl2W!xn+yO5eW@=FnKx1PY-Gt6pGOBpRf>Dj~h8t+bFUchdwNYrvr85}j6Bp$U zEOQC-hTKpCv?VG@zaaWjqps}@^Iwp= z+}zYuZX;pkgd-D2Wy*`BeKGfWU)SFHQTv+TKuexpUbj;B_w~x%Hm9-An-|c4BD$n` zgwja#Kb4Y_iJF~2u1G4c2t+t66bsULtbyPw+@>wDsN4vPOgijlALCL3RcFO->fv}_ z)-FjJRzn~bscWjBWh;jHv&KZp8F`z3M=x;1H#GgiXsjSUYTE}0e-}RLX&Y$(6Op&`RDMrsVh9p!i9!&h^g-D#kPykPMH#5Ly4QDWlk0yQOzwKR z)Ie@2Y23K+XJ* zur{jZ${2(ed`WAK%Y@EBl%Phs#jFyI#F!rI2GaUx&z_M=^Gc`x>OZx;<=_L(#iHGD z$dLWo3G+4$HtJBfzC)!vCCRA-D9L!P>DVQ=xVQzddP1RGX2aUmPp1wGeM~7=NZ*qK z%OErs{};NB4iAz+=GbvVXf+1;{oLk$E&6@;?c-)Dhy#&=2hiU*);o~~5D64gW!s4p z<%-j6td#w0no*{*IY<9%$1h(lwrs$;4Pue|!b-xL(FTu#{( z6=3|2FEBDp;4_hkTBkfQ$aR``({{YWj8i-a6m-;Uk@&vio)`u* zLR#L|)ibh;zTk|ylG%jQh{oq;br(j~P%zp#Io*?5I6XG<^6lHRr1%&R<*?WhZeZ<9ZtAKBs zq6%iI2+RalK@O!{iXvHu085@AJ93E?qMQ~C-?847TvI&2b`HZaW#``np=kx2g5f!o zx(Fqi=#dyT31sE3X^cC3cU+uA`Fwrxu;G;Bxw(by6<(}p^UGQzq?%x2Rvx+dz60j~m5G*EF_ zAZ^0uUw$}hLd$!`vQC*v#Fye?a+8RDi5)^)5;x%C?qIVH{UpeaFAuUJA{@zu1zu8g zD^%OvcS(CFK%W6wh(Z8yoZQ#6^)(G#+s>MuVSa1z!i931;phx(eTUYw1JHOTu=`-6 z!_gBlSS;hF>U6(f+g0os@sVWM-u|8UM-uC3=FWTkIn_TLZ(Acv%ZR}){r;a8z!IQJ z=|CaK4vSow^3{_uL99Wf{w=A#cHX%D*|=|mT84Bd!I902a5awm6svt#t=b;Vtzvj~M7LPM;#N~RdVnJ|GI%U&VVGbF7tTnxcHZr|K7PjaU z>8gc1f>O@mz(*={^TPsueklE%Mt7Rw^J~?kNZduf)Nb#aZ}s{PH;+y@@#mhutLF;x zrRo3hO2uEcOJ9LuLmdh(ejlsW9Q}G~rm{=Wjo8-of|vL;sx;pCMOz1kG#{su6g&5*2UrGal*y zLCmQ$0rmt8Ko&4kFaJ=H+sGRcv6Z$#+TagkPfz1RKN_g~v1Ia~_O5mv79h@pys7xP z+V;=e_~FJ`G&bVICG&XxF8VP7fSQ3fCA4hz=Bi0eGx=*NoH#GVFG?)M1f7N5_x)kX zp!VVx?@R`Lf`Yd~lDK_efodJUYctNI$<@1*3YtzHIHAv9FBqPj{z#euO4Zribtgs+ z!GX9AA$j!9md-u%(h(;;S}1xBq>w@5%!jh?%?iTK zjb!MfRZ|;yUJNiBHzv#*47Hg_NtQ#E2n>Y#oN>!_3u=5UY!lBlZhfmH#yJ^b_>ojI zO6E{pZ(RD;ly8MIOZ1*(Ba$mWj79LFH|UTO>W0+S!&a=-f3STM`G~`flOh-2@1Epf zAOC|ROsEcE0=afe1b6}tKQCA?ER;**uoK+fG_KD@4_BPQ=OS+)3cUo#*HEkt~bwCoi7ds}=F!NZM& zNcaT8a|HcP>}hz5MzP+lZr$2@lhI@*E?3&8`wA-av`5IztgRl|R)76^XnhnRa!lFU zE4l!##0@wC$;ok4R`jjnfe|O+ZPji1>;XP}{PM@fo}H@Ns3<8V&}2U)t@7E0MI(E^ z9e$u5d{iPvsF?VDUL(PfbPA5c(@S63YnE@1m;0X~_%96&`@2e`h!vqj6Q9G^mHV{f zW+k6IIXbvQ&7W6`svPbuI=QyJTSjC<$=n0Irwl%Ic^y$ufeeTLw1^-0mnLxW_ebJ7 zro9FTUvRGU-J3UMtXt`9kTn&Zn9`Tv!I1gp`fb{jF*pCl{N$)&xe;Tf0BL0aZ_c=t0lD7l+>boj0-9!n;4$a%&Q2T{F1~;KGG$>h!#i zehYHuW~p?XS5mV`pL)g+_n~ipIz@WoP^+&%mStalSuY*+@2IaWN6eJuUpcfK!qn{$ zJaJ2!$kXE*4L=vqv@N)26AJAuAV~bu)h5BGG(HJcgj%%zL?xpp?ewrarWYFammy}i_wqVqUoq0^hn9)9*>ZTiCs zjDic_bzRsex?Ht!Dz|h!yAL4Da+mvV`Qo3k;yuWmyWmZ0FRML4b&ci~!b&u}t7-P8 zmSbD|lRMk4!PU6_z#;!>2u+CsXk$4`iQjB*d*Mv~PKd%82jyxHK;}R`m2aclba9>~ z7h4}%qE4eD?nfq_cI!s8{qyIKNHDLo&@nKGqDq`FBhWZEZjKLUP{deF;QiW7}T zgox`k6Rl#V_fPn^W!ZJv*~K{`(ek}d=alHNxIV=!8>9nx}#btI7 zp?^T_v?gQcZ8aEa(u{T)G~xl%Y(x#f6mrioPxBUi`1Pfx2DnR=TMO!EED0xWHLl+N z{cWCv=cJ+0Rp-uG-&v2djT5d6MVxmG>(40e@CW!NFjAg;&K|L;CuUiIx9{;rqT@$|%IPQYS_>YBIY|6~E zgjs+?a=Ehp@Q&-dQNamLxzy0m=q8eN$(qHr0c|Tr z1w-_2tcFndwpNxIM8uQlqXPa(Fv4u^aK8l25vf0tMIk&i9scNyQ`yd28-GiBOy@_~ zu!skz{md<$4M>go^l+s<@P@*-*+{QmOi{MpJKLnL{kC_LxhDvy)Mvo-*_vnk^a~I; z$n7=~6#`9Y@K*D4&arprRd@`Ix8@v7UE?)o8+X15P{u7MF)veT9$Dk%&@x=bBD72q z6tOTs%uNbz83PN;tI;T7ZYe%9dl-dGF{OFkJ{$l2TS7D2w(v}9rL4dW-*CV|q>q6+ z&0DMbOLxQXPklwJ3+yiU0_?Z(*W@ynnUl1z%(NyDV(F??*%Ev}4_FTVj|C_P9;5%l zxQ`#_512@97B6|(x#%~=Ps29WwRzsM@yPo9B$91b$%keLL%JuPWHGr>^%IXB!+5!o zJG^vHje?MoJ6l}h`$gY7a%d6YU&Wzw#7zcxPm23K`uYR8KM2J!8lpFMyp0n&Wh^`U zKk1yL0@ImE#{oP@(a$o8Ot3x|?Dy1D;{O$yphxUbIvBZJ!hDb1 zCS^ewX?_o}Y#A8^F4kmF2>i0hddG}yd0s!si0eOZeS^-g(6G`$Ee_d`(bmOnJeQ&{ zia`9_pB)L618ZTf&|@nqdj_yfM8tCa*O+bBXWE{%w5yG^ZFKV162nCYm}?lcd@?_x ziIFu%Q_h9WTZM9_QI%ewmbTq<-{s4DGP9Xa&+sYkh!-ufT-7$PrEGBCfX=O#$J4vH?_FI8>p|H!%+H7Z$AO;AW5AKst{NGNR+pCyiJyXB;s zTaU#f;`fG4?v91M4PLgDWhYLYD27m#;gUg21YPPKXSsto(6BvFFk03K9aL`W?x7pH z3_Rf#9$PmZp+7;tp`IgV$2s5a-vz)0%~FW1VZsMjE*bhs;=0^w$)WwPYjOU34dk)F zP`6Xlo_ahVQM(%quv^TZxhh6+S9;jd!0^lcuKvp?8RFOxFhh2A|DAd=Wa6Hc@$F^$ z9u@sBU%mkD6qH=sk>@2c&w9kG9VsJdz9pcxAWfnTju@=*MF(ro5`iRte||*9-yjfd z^L}Qn*~!5;vZ&AhOGsCu(~}>aruow3eCn%Zj!`Rt)Z$A~U*9cuIePr~p^pC`PJTEk zb{KpN^*WsOYN8jrdEb|lZ9;0EbT0h`IWzLuyS#>aT!VgpzCB?>9?7VBcD@-w8i7#G zfW8cwiqdg7JvqI0|DZR=-YI@deX(T9;H~Ex02P2aDwMVc)Ow~sQ5?~dGallXDmtp6 zyn40IgTop~uAKMuIy>iXBZfhcU=0;(6I_Av4OuP5G#a~bkJN$rP%T}GePu$1E)^= z%pgrr2=MohJ=CFr1K_X`92*7oEw0()fiNH?lsV89(j0J^2? zfA^}O+Y-U&w94&kDsXfWmz>?2}dVc*Xa}2{YnM|pIh9CAS{WsdyM;u8dlUlC?9z6ODy|| zv4P>JY+sWuMAfreM!r*;6)re3t4y*!0@h{}(6_K@4;Q-D{uZ8e-hE?{$f%{E|72!f zd#s{00PD+vzd|uGYW9kv0GhboJ9g~Y!Jw}S0Ne+i>u&?%)F7 z!<9d@l?(=8O2@|I-|Ug~DdKAFb3?F!iI&pGrzr#uhc~pYCsR{Kq-Dd&k_Kl}dXP|h zkS(?$(`f}1mfjYMZ}vy6=n-d;Q^+k_8l#cHw5N?!GwWwN_|ZO#EM(k`nNo!imao(K zU+ClJOpS2|nm>$ejgF#ES0~f0Z*_M$evS7r-==UIsj0Z_0I;~AY4W`AhKs?2n*KRZ zv_G)#Rew&hVQ5_6cU+5gM0D-w6+{Y-1zh=K1Ke?HOf;?mW|!AAz}9ZPx!Oo!i9s&h zotPcFef(NC-6W4D+ox7Lao$Cp%rz5*Zvq#6^x7vsHJ^BN>(kX2e9SHllL#Q%bfwOn zJFl3y$HIf2){>@ma`Bd)A5=8-9oxO;BT7yjINhY^)BvExSEM6`eO%*cx)wS(^{pO*GWCC0pu(&9z z72fU@=_cdjaXe7K!#R~bxsgSxmz0a-c3MoEcxGP)SB&@>G0q-dl2&V$juaObL z0625uLUj=4D?KHj1AtYonvzT+dVL0s!wcJF4Y%yuSA;0yGXuPLGakG*Av^lDbew7 zJutUd5*~$C-yL%zvNo_Y-J08aO_0M($vnY`iuC){-i z4qVc8xDBgj^tzWj4F}udp8~^bW!xCbs^7euN>I1Cxw)Ar>K-oqW@DvU7yZ?y^A5My zRT|z3|FjG2SK?SWVu&qTqfwK(dwrH{J*w#Y(YFwGYe0*zlqC&_j*WUIP8QCplOsIvbuW#@8TjU^TFc8;xsbZ{m3oWexS~)*%D-^IFAt1{o5M#vhqr30z>D2`OVO*~i zKzZ~oG=N7Mr5|dJU{#ITQNkDl`mQygp5Gu}BDLRlye9p&_$=68!Km&zDRw}r5}AWJ zEdD9#o3`J6a^O)8?oNqkq%okk5g#19#5kW_FSJuy|J%ObQqPzVjr>pX`l$X4HGQ$$Q{-H-TD&eyq<^1t!>Mma$Q(&xSxSoK3x6_Y+<)c zE2!|oa_=Fv{wM(fszj(Eh@%9u8)`|;)mM*S)`{uqgTR~N!Nvcaki&lc?*ih;+oG?7 zy<&%h$2T9XaA@Y_BL0b<@r2c*7rzNF>&?4U0c4A7KVtVWPD^3e3C{>(A|S_i2$2Jz5H%F_AQ! z7k$E6z!Q|aNR0ts`Ew#jTS_f5<^Qj)>yGDgZ~tE;qmrVs8X|;aB%@)E5R&95I(A5< z(z0ddpcKjql}M$GBxOcM8D&%&zKRqrLb9Ltb)M&+-|u-n=k+>&ob!tA@Atm%>vLW2 zb;?JctUuyfAQ&~i%kzZs zVv`QshgheSlg8IMDgIYo>3il4t*kp0rLS}UjLg>`aDyVHLu1U$+;A!hfl?0p!6@wIlqcX~byuHTpS-$*pO!%4FpO9yZ4>fh-{{n$RL#H@$OB1b zgi$C0KJ=0s3(Dr*{q>NVS|8sN-``f@o>N32o_I80w0HrcsnjpW2HLsc7=#qdGvB8R zlSDpx!>|Ew@s3`wX0*o$-&QEvdfHV42hz2uwcb-*1KywjY3=Uv3ZbR9$>#u__u6@} z5F*Yetx|3~@=vyfRQx-z=xA#E7Ra7mUeOQ8J+dE=hY^1`i#+JyPlWMTlu zK$;d8USKHOX|FgkDsDF{{t38>EM8!EBA_1yXrz5gaP&km+tY$}9!k%Nh~U6vx53FD zCIozonf4ruQ%M~zsYaj(#@Ozae5th6a6zvrM9?%rKn9A=^2IHQ?M|zhl@&$-5H?|x zE+6zb|IAp}szTNYAQ!odGdTu}mu7MdsJa0hXz8zr>CAo4jK3v~<3~rZ(q{{jzCvJo zzof=lJ~1GJsp>(9u0(u$yXBect#b$QGfwFIezye9gy0!ee#mB)C>ogEddql|6s!=z zS&FpMf{f-6n4wFfTx|B{k4ejrk3n6@JHZ27y>Ba4pB(hm!RI5i0oeki3nb_x@_)2Od)BS=$@qpxnkm| z+3+xPIaoRpk7k)&f_WujFZ;9E`sozo*|<8=xFg|@Hs%3Q$AMGOivjH$f`B|;+&TrZ z6dHyN^Phxw41*L_%W=uYVX*Wt?SH{XhT)p|*=u@N$8fTY?YZ;kfw-@&CZR9^n_w}i zQQN=YP1(k~Oa>>+(eH0}T~5?O#{dmY2b&BQmqNDnS-E$|A|vyt(?{dR5@KUX^HNl= zA{I4(8$;Y0t}s4{i&jbFuIyC1{#_^+#$z*0ccFes)d)-1N;sAi$tmo`%9RnJk2VC)g$QdEY z47|HMXd+|T(*kl`pp>y;c18)|0Ctz*FAL@Y=BO(cEI;+tyRy4$KxZ9>QtQT^*ZjRZ zG*hZ4B`UN=8YwmxrzoxaC7hIGN_exM1&9achGVw6KA*+t)J!&Kt7^n-0(roUr<5}0 z+n0&aS})L4S<`f@sc}Pbs5$)VW7tU!j0@}`phb$ zwX0d);MKrEMT?3UU9$Y3ODQ&*ouw0x0BlrTaG2gTg=z$-{qOFOg`W}fc8mxvR|g)( zO8=2XsMg@0BJswP9UE#r9ngl5E(yO|&Itnm4ulS;6fmoea2YfU|;%2ukwTB z$yy3CM62Otv9kVEAIuRT+_4k)GMa5N%jDc^p8QK)9xnNvjgc5FFqf0b6bX?!;ISw@ zYXwT6sFu2KV{7aArQcS~yN9hv5Z2J~f|s@u5&%jq2Xu{q-t@UarzS@7P)KAfFC7?2 zGJJi!+NqxPj%ZYnY~O$DwcLYJ?)qYZ0}$@hF){jo{j~z$X&yvvi0UIe&P&#unT@%Q zmMqfQ;-~SCVJM>~WIgHT>0Z;VZ&* z&yTh8;AEj$6xZ;C%M5H|8-p#sgJdHu!{r>3^=cEo)A3{a0jGZRL4fi;b7!%*;ll1R zzRcN86MQsSGgs2tueW=*5IR#Nq*Bfi?hu(+fIr`j_w~>^{%Izsqzi@4@&7Y&Qc718 z=_yBzs<`?3@5ODu zXv2sAf(NSlC<{NkbAvLLMv)A9z_1T_%;1>7W`Ry7_st;ubh>EvF(8Uao{lY?&tNQ? zFw)buEO_uh2z)WHcz!VX?yuuFCwo<52qnXO*u9xO+G)su{{YSXzGE&`%n+1mGL!-= z4#%D^#%J-2g`EOUW#}bevUWKN6um0kIupf4Llc}7tU*}o4PffOr7gu1 zUBZRcNN^x>iXvgG4? zKg4a*U`cPOQ)T*9kH3M82~G}31N3F=lrLOZ!_Tb<^lM;F?c>LX6NPK?k(%DeS%1EV zl%sgbA9Qm{9#=SJ>y(&NF5r)s0V(7gTqq}`t_UjWL1ObJJGOT%qb*2sDljb;4& ztCW?Co)368DN15%4t!TZ;Ght<;DAcc7}({4;3IdydUJ-hqdx}X3RG$eb`+yxw_(+?e0;{U9oAl6%J3Fy#8}@D>zUVW*MOd z)1Gw|ojeGgA^Y{FO4FV4wrFIbPQVkFo0s`EcY;X_7U&2l%0A|q5vtd^J{k&t%%Aoo zkkZx~Q34`^sZ>X1&vH0pp?&;&Uz{g8Ku{*3-1X;26fAzFs+A%YlrR#~q2R~E3R+Ef zes%x53LK#kt{$-9ZuUQbRzRgj{>3w3exKi)5`Jcz9D&v!>BFqu)7R6+e4o7@@W!aw zv`&&dMrRf-+P)GE2RXf<2*5Zm3X=vN#t~t9jG*1v`nV(|xKyL_p_DC>0mD$CC@BT9 z8Yx-X%*F&r{P8jZ=WE`8+l;65T66(SN$8`{BZ6tDf)*Su7F}e=QZEj5cq_ZOQP2K* zP71As2BIH=sf4?&D>ht+)&&-is$*q%sg(9TqD`-=yzmu(a~K9(GNGZtpMCj;)`H?2 zf6`sEiQBAn+s}Ek65114Q<0jwGF!RU#Q#2_QzK2-VcwPYNUe~CYhtY{eesuL@OL7nh$5J^*n5*JqV=D<= zHo;j-(ZB|}x*=F{W?xjo7o2>s}aCQ5^U1z0JcSA#3=L`-B(*z_X)&5`qbJ-kDx>gAE!=oGfU9W z@URnbr6kmZ$hGqFuCO{*A?`177s466K=b!Oyckn64eNW zSuJ=O1#%B6dG(p}LCo6-BwYa52|eHriK+o1=qCz6b@jn_=nREqBIZB^G*9%6Bmp-c z*v3mwpb=!5%xrThXMwDMuHnJKjJk6(Z!GQHxKS!lLZe&L&2_lebaBBxR>AnudTK^e z+dV=R=#%Tl89U#x#ck~`9BWdfi}1!6g@|3@3*n1#Yqx$ZRimcGF<1MFy?=(Io3@EGZ>**F(ZG;^Pln!0e_Yer zRS{~Ws~X{N*3#*F>`u|BPXMpNONR8ujju08==TAPJB?YGqBJ2xnW|I-@(3vng%Tt6 zhYZa?V*nme7seC8hCoyUPfvLq-_MxLv*_-m5{&UYuUApI0@v}%_G`ciQ1qVdD`GHk zR#&R8N)@V~^ETvVLxa)Ts$OP5Gxnj4SIHjc;4F!}{@hIuDdP;SJ1?vEt5n-7kinj4 zRs0Qz&!DC7_ig2_TT0{M$$*SNC1rt7%v>CJNOcT-cd!m9Gjhx|S&piSfWF7%$zWu+ zMK(8^VPzZ}1C@u+Ko*9j^b$%RL+XtvGWyY4UzFQJ%NBfmea9nHO(b;D17P;tJaeZ% zZfCP&g*m0t=<7ee6_?VF0UJLKb05NSk;6gjccx~hg=t)X?}2e5mV_CkkFk`#RNPd; zT2w9(*N|a#^Zg;U!H-Xuk?8B=5eUEeQMdu8bEKL{qTN7lCh%-Vf-!qaQ#cX`#Snah zPiA$KNE;;7ulN=?J+UNca@Y?36yLG$q!PqQAs`}xkG%zNIRy%W4R?TWfx#&3j7F=g zaY%e|WTimQovZ!#Cp-81Pe6GNHz41?TOBYKI#`@?clRIo{>f1ZKh&dx#XB_jzl9r) zi@~32&5bKyJbV562}ilBQ(-4WIibK+-b2EHfC-z{p53?5tx-sNQIRMVVR9FvG?~WN z7K5hfP3OS!Kt#FJqS;o|&^QB*T}vWvXiSTNWENeB@QKw%))K-VR-tR(c!>v0ieF{) z!=Q?1A!@pkn%x(>9O)`D0CJEc>`$(=yS}TRPBT$)Ykc7pHA~c}Pt}7WQ8G z-YzUif)FIpBF7o>g+{ma1$b!-PzBC9mR`Mjwb3zuaMN?|kmJcCe|WZSw(9xrU4HLX zjLiLs{j>THdMtVdQVx%%-XFfv*8d8P()dvkInz%NsL3MOstgKh#XdPpC?c)#WcZ@J z`SSIvb5m2(R}6$EIhH^BxA*k)+=8|Q?)1XMM1cz^&nV5W1_u?seEe^Ir1%IYwXzWKV7Fiw6q2RWD=eZ%L`bT|g zU!}k1Gs}(xk&p++NWi0axF67jB^h6Hgg?Lm#A~$TJ^Q8=%@#{z*K`ekdN=IX^d?5e z>MGy^r4rlbbdTGg%Nv{>A?m^ky9C8wl81KK*gOR+P$Ro^9@BtMOz8wH{>Veto5aPZ z^owyqd_}vqBJiw-t7v)G{IH3tm|(uGuF!L?5f{&crnvUiTkU#a&oAD+`&KPxBNDjQ za2u!S(^D3lSV=bzNjdw9gkYWSY16*{vaPKRC=~_Ok`E8J8uoK&SU)gZ1ctBQc~sVS zq-1aA^dBd7^B+!;Z_>SN&R`g9*@7itLtkFXGrn)M2IrDzEz1Z3r84*p>}}QiLm6dd z{st3UAr^SpiYafin$aO0PbRjYT)^-+6snf}m0yyDc z-8+!7B}T#wKuWsCX1h!BcG=%{Xx?x7bGYgKp-Q*)J|Y**vdN#i@Ed^24F`9N@Jg8V7kt?v48N1INGM^G(aC~silku48H zc?*Kkm?JcKwX`%hoH~A(&b1hE4RhiedWR-$a}#pnWK?ozo>?qQl9)9E^@5^A>m49p zqZBtNuhTUHYjNog3Ic;InzOXlg#;B7larS__C1HhAF5>x8?d*chr3_DLZI&Bx9dk*FoESp|FSu-R!n1$9w|eDPvS?l@?H0Te)SotYlCx ze-Gz$>~mNzH14Bes|nJNmRl&jP7h#qcNMnYW*gv8D;}oavh2)7>1;x+?<EPO0h5a_9nK1i|0Q&JzLw<9}Ca(>R4qIDV|>y%BwRITr9IzEnelpy~8qJ z@2`}LEqQTkG+^*vUrK{Bgffv^4h4S~^a%NlhV^RsP4&;up k(MOw7&rRmlx$tC`5p{8mu3XfL1q}RSq;IBoTgN{5U(3^282|tP literal 84635 zcmeFZcU;f^-#_|Jh)}4Ms5Fp5MJZZFsEm}hrldtfnpz|oB}K|;$Y^g(Em2amw6wLi zhW0x5XFi|nT-WWK>zv;|=XcKSc7ENy*X7fAzu&Ldb37jR^?cnsclP8uT2@*Lg|bdg zRz`_JS)M?lEK^^#5vKrPD3cWu0KdK1na1#n; z8%0j$h_e05fhGqnWtBym;W9QBTa5x`#tp|AMS1d9JStcb;MFLqylsEK&}sfN3>)@; zT49$sAZK~1fN9USD&@nG+dL{QX#yJ0Q5l|0&y}9~UL^MEUAdQ3$Yg&(iCA}|b}#Q$$N&8WtM}^N|M3#z(|Q~J z`SLwsubj~Nd>FMq;Zj4$*_UEBf9Ec; zYk#oy@b%rGnR?}3R+dChPfyQpr+a8^aA)o^Tt}3ZpJc@( z#cFI3HJ9;Wm((*cS?%oXtbXCbYu#LzyAL0#n%)@eI&=Ejz7?sdspUU@9Q$-<-LL-s z2OS+9^4%)_5fQw1!|p1+KC!D>CB^@2wZ@r%z1sOxBklTzhAXtSwbeB=^z(18PIsD4 zDo(V%c1_T%W_Mjf!!cc5j;^k*p4xbhhwPG3RjF;$=e~aZO1?jR=8XR3%XeNK^K2{h z-a>KXSBul@DDq8s|Ni#Pn^aj@S;O5St~I7-O}Ql{+1|Z-mynQf?$D220s{1d^(pSD zskUz$difp)2HwTm`BYWKSXfv{-gaTCo!hp9=~L-+ugL3MTYyt+CT=h=yZpUFm4lxNSL1&Ud5Jr_1vhGESb zDcmCFGG`z3Z4JeXMQ9nu>L|YaC*@>h{v@^0q8^4hJ_-)Tm^g->4?kI z*C&5%KlHtFG85tQl z%nl4(NzcsW!f*EO-OF<5I`6*y`!}$$dFMFKUTn&=2^2Q*Q#vgtC#U}2c!Pwbq>xD^ z&)jr(2)T-dnSOzRrVq@LHzs6eCkB80{_W%CwRYfVGL7@hAI1A=hj9IM3HsDSjTzJo z3=Cr8;;+qWI;RaMF|$B+NQ#Ctw_ zwizS1o{7l=SE%2do=sbAvV4FJ) z{gatYhp~6KpYw@WYw|X?w%sM$#gLPeGi=+cFkfHaKtI2*>)#tQtdAdA|Cz&ePElv# zr%}kg`uh5d@jBU`yS~3DDLHlO)NyNT>qP8AT4#HE`@0+O$-Mf8MSG<=D?|OUoCZ6zhHRMTqts@huS_O>?0daQ+0?~{@?z7RIy+Qh`PYkVvwKmVwrnwr}Cw6yrt z*l$>+GDp_S;0MzzhK7b08&aeU9--TeHI0~DSM%P}rL z@>0Sf>FDgKfW7y2?AQ?&7Z(@k>&q!1Z95P+_srhb%dXksB>qZRNN5A|Uag38lLgGW zcX8h+U@;?-#f1(NB^4ElbN%tT$~t2oX*kI5&~Y{%S7dx07KW?&tds3nZQpo*GTnAi z(<3u5kVSF*@`}>Zv-<3YWoGBjJv!=OViM`3bMfNEj?S}Z&xQpD2V>_)3NIu}OGgF& zc>bv1I##FuIKz(9>sK6EAFuskhd}hye%+r&#uqPgtGuq^Bl&#Yk$_VKsx-&LX}CnuTlB2n{3_16nzvEsr; zP@QQzRkkO*QwWJmif7n)mbW?=_3dJsdDG_;aYA<<3_GI(Vxr0f_x&*Y@xE%!?HbtjT=H*~mZo1W1q;?e z=@gTlogLoGAwM=ELRMH%aJ{#;cR@_d?zaWGujbA>U&sh-99`_de1K>ZoUo91`~1x;i`Wp$E00T9N_5+8YURT~N$KhdFos z`gO+b8}Fq%j+<7Lm!ESQOsV}WZZ}kAuk}+h)#S$s!|d?z@S_)HpKiNa|2|S(Q!}bc zil6_~6Iq_NyBoMW49RSvP!v13K0UNiJxc0Re{FopJVfBp*4 zb)lj-IH(jpWP5-z{0TLJ`-GR9rzcIOP5(+1K@Zz|_wG@O(==5Y>$h9?R&J*p*3{HY zX;`&?|9&b88hCZ#BzlrTPx&js0|!oAxw0Ey9X8<#AuG>KJ3Bf!V7pW8+O^Bl&hCrH z8s>B7&QXAY0-rzUOPQRQD7>{|%_CF+Wi_iUVW%JOI76X4eE3lQ!jDT9nIC`#Qzm(n zulFi>{ML1yw~;w{(qL-%S6%iE(WiU0?;Dmp-Sxhry1L*Yn|SNMfLCbfHd&sHq?*TP zPiT67@wc+GQ_~pw_3I`U=C+iopTwHuQ<9t~qz>KEm^SK++($Y?I zBVQ~nE%PE2UzaBvDWJ#XS5_v~Sk=&|guEIUyZYmucV!FB#(T@XSw)nloI;Fr`1Xm4 z1}t7#zhOhR=@Ko8qVb;}6}aK9arW%PtSjhbEC;TztX;ddJY0d}y=gV=ojZ3P$?}NV z4zLiM78Vx9>ZAShLggE!U1*6`e|i)fb6q(wqcSEYyBx>+JWzeY}W)n*2sx@nlsjIVKD+%f4QEq#BzE+7=rMS`1vr{OxLya0H zy0^A%6A*~67c#uJEYXiT))39jor-#8Xhg&+>A7L*fq?D}yf&Wlx{J?e0!J^QU)A ztG((^Mu6lR;F&04#j$~8!K?Mc!dL1rIvdneOqo<;)TxfFZ^dkEKlQW~ebO~9uwVYF zw62D8LD{53*W0k9q$JIP(?CJ{mY{J2dt>$uHN)v3aXSj{!qF{Tx2~0xl;qjD^HX!P z&Z~Lp#W{D(YnAChG2OG3Zm65TihQ}rPyxuS#$Qfz_5dr3*$;2K|KPy}4i2A*!G_oR zpYBvY1g{XZ=~F%(bchMqOjcGl55G#Z?mqic+>WlhG{_xGa4vZAcZ-i`i&L`do+!!9m4l?^mzSl=7br?K_LLF_!x zq*~F7vDXEc9oEunT+`y|@6Uv?$JeBzhIbV*C~QTs%tLh*a{OcLKlt+HOA6)7L$>o8 z0{j6f$!TexIXP0GaZIWeDm6Oi=VtojDU=HrF1*bIj@8GyGj2%TQyMI}=EjX1xWv|u zua8sMcS=d=bVj8ch0J2L=L4)`35x(8CVVo6D;b_Y~^yXPc17^-@r0w{0A6w`g^KXZ-F3vrBVvCtnQmWscVh#)p+_q!KO00tOvPxf5*WB^& z*yW__4`A$n@1dXHMhT~>^|!X=<>gT*t)M`vv6}ke99U(c#S0r57!*<82Gb86I%H{O z^%1*N#k}@~l=Gp9-!1g6uC7iC)7}0P?R|Z;7y%w09=*w-CR&>hwu69j%LWDqJEPMu z+^yZ+o+o|SImN`(U(JJ4B$!t7fx+ovxl}hF)1D>hVTa_x+?WD+KOl4$7Z+L^Kvx3d zP)kxRTIkTZ2w?z{V%dLrEq0bE(Tn z%e%_M!$aP=DaZN3ubA*+Kd&SeU8b_Yq=W=F-uncR#I^+l`KUJZ_uYT`R5iByco!-^ z%{iB57J!E6yBAhr@cWLS>yET6E->fLPi%4g({mGVjZ(ozakI#oUU}lgiP2OL>`$2d z3XJ#K&HI)sMKY42r>V(GHW!#nm4+62%-Q*w~6F6@IOZYb$U|{tH}M zRw}2k85^6LDl%=%#10;Ob^O65-rc)DW0hDf%sGG;7ppxrF*7s3)eMh}e9XH^4PHZk zeW-Es%9ShAt=d=m`S}r=g%*BTS2wr*MsGu!z{ZUmEwT32ZWTMHvoQNR*PuE|g%Dm` zunIfN@6OKcxw+n3M8gz9q*xAKdn3`jhIy}EOO7)-Um;`$#<+DT$4*WXH8C3QZ{G0O zJ36*4%+G>CpU}}^CqLY@M^kx=tM(dt`Y-g-a})p>VY8aGnVFelt_u<_Grc>(r0rUq znO~pqR!ZLiXal^J*H;}~5qW+m<#71fp!MwR4|kn^N3@HDm@1iEm-*q5FC6WyAKiPZ zA{qAT=6IpY;f6R+O3oRhXnKJ(IL(jOidnW&z?}6A4Lxp54*jZpdrHivk8#spt-H2^ z^;DFV^z2?3{m=_(=EfCaD`XU9a2tM)AOAvQ1&Sz{1^*DmUwWW?g@PfJ*VcLhb}23U zt$`|wt`;a_wu$g7pi#hrZ_m!RAGB9Y31Z%?!8PqrCcw?bRcYUMgNlo+l%0~2+JMPx zSFKuK79uS$Gc!ZT13^bUU0pk{vdj45AKbsck&TV*__1ThDk>|Lw(h%h*M4F^!wOU< zOonTN!b`DNiPK0JHL-rly9#=Q_wJi5QYL6nk#)Gv0Bl-_4RE$z@Uu;@5k&v9hq-#iG6V z;=on1xE^4Dm>?l28P4s)+^kPYNhz>uFWmKnL)t|P_XN0yPnFjNOIf>aol1IFzQ>w2 zEVs`)&OE=X6sdd#*ig*8QEUWP!S|)Kv~-hE>C0X9KY!lCA_zk}0(sLN0sfS~>cb|! zgZ5Ua@H<{UDS@bnnV0;@fXY@yk2o(vxH)cMV4!&Nl$$-(ssV9cjC-OHNT)Y?t8f;NfSEnv~;J_wlC#TOu!-;Roa!9U&GEf0p zRaH^3;f09Vj?51q9_Tuc``bhMarh9QyP&yM!al*+%#5Fm2ykE6Swcx6spYFMkQ=WA< zj2H8DZ_kBP#=*fsv+F*j!*L&BG;o| z>jV$49#=W6Q+$zqVe;c$~xVntC=5o!CZ2d+d6Sw^tqnrw#3UmY7B8#`~uf{!DgD18}yi$&ZvCi7FMW8U&j z)fpJSWt6VHFCHAAyBhoFsH!Jp_TW}47H6rRvBui&%iUbFrw_b48+aeQPTEddAZ%~f zt+C;%2j4t)e51}YI(nx}=HQt?n%3%PYf3+zfBE3rOV4nfiClr+$oKDsp=Eq^<#?+` z&!Dc{eQEXUO|hDxSHGl|H7QWHuPk$R)<42|?Tq!Wo}N|I)b8C6k1&7(z-_Jm{=J*rvB%v*C(C5%y$6FAIphvbT5p>^d5eziP+oogOvbFk1{)z} z^2wL>3hT2|q!{)&?IF9hj~^-D_&xDI@{<4Exws0eWU(PmH~ZmS*4&}rX+Y*HCTYtLf1uKREzjDH z8MC+l%~@Poa_*5zXsXz?WNTk%fh|U5!39u0syDjt_;y@n45|_}T6*O6y-TZ33EoKL z_wndjq0i2DGe2#cnLHjX?siT34YSZ^?>z!wLG5;v1V)pJccO zTQt1O`0m}}w{PEmEGwh;;gD9f z_w@9{K3%$7$4=}SR{otkY5GOuPTK0HW*&=t5*fT}$CqcB*1{K z@zyhse0`~aOHT(1Qh`GGr!p-6rRx=Cs;H>AYVBH?OP6?doDK|C7Fcy_?jIAXkDWpN zO`^QK{3Gqab@K;i1da7Vhb*6TNSB_RC>S_&fpf>IqyGF4HQyU6?re{EvHRMBn*ogv9wsfzYtvvKtm*7GcDN5CKB!|R|@VEQLV@%-ci(e2D|xGIO7`$r0fxQMi76sq3wFcn?ZN_}$sHoHxxW5Q z=nDK*ot>Sppt_aU)SS@LdU>=7TDl+zA|Ygsj*iAnnIf0J1>Su5a;txPW0nKMkt0VE zl9Sz`uH(JSQ_R$Mt0x?O6(qxTGaw+KSZZ#5p3_&h!>aU!C_RcX#SI|nD3@|O>1`4{@!y_*Nv0^?Sh5Z+5hR;fX`Lb((=06kg5--g+Rkh+rg-EH9fs;&?(B{bFJl& z+6u1)lwZcuQV{mUeaPV@AuE=aahTd_n6#`%8IRw-b0@0t-MjdBAIMF`xf~Gan_U;3 zV=ko8L7h`ix8%f{xr;48Ha31Tnu@)A3`0z)0)Pq2mMtayCRaEwat|D!Vh!0*N9Ta;fclk&)O8qV7AYrte**=SgfQM>26a@Pc*Sq~ zFxi0;4*PJA9ft4-i01YSi;JF~9`vn5t-sQg z$plO{dPw8eHQF*-GOUd}%;>g?xuMAXicM=)lGmX+43?tX z!_F^$GKvpO0l<^F9QvO}2h$;r)HnZT0hUZBxH4pkgYG9uVY#1{`3FiFYDR8Mv) z3VRHMP6OUY#02=4T#PRQ;fg$c;lo^fPCd`s5H-W@OW>hu8j~Gg8Kx(bWG-C3yrZiu zM7LL6CFuBxzkPLI`=+B|0Wc0(pdsj+nA}S?Dr<|5&rvc3W?u&T1}s=^9-if3-pad+QsW1@boFy z_U*?_R2~iNaY&I%1?8sVm42kdq>&M$t$ianu-^}UGpWM3^acI~c1QvE5?+V0An*#} zJSp=a`Va#=-@e^$J5Wb;_3Blx&HGPqeiedJNa>^rC{g88c@hxd+2S&LW???`h`XMF zfjj2k0A8K^V2Jj!YBVOT54P((={Zz+brbZc;&gN4u4iK^D6N1kB00J+bI5%`a{gfV zTQ#Bqod%0s&%%OUR5XosQe(@eO`9mD%+}gOl_9zy3kz?Hl7^zH>Za0{2VdVQTDt1H zeH>+ZT$Ss?c)5gy-&dynS;sEHg1xztvV7%AVo9rKJBl2#>03@Aq&xr9Cn0opXjI%# zjt)_!(RbQsbq>ACRxw~2}}L-RYPrL`53#fB|g)=(bFzpcx#-Z?Wd_<&Sp1OkrW zFBH|)@1pk4jg|-i4f%c<|GG1zl~954@dC)3#1)5@#tBXY<_a4*J>MDT?JJN{v_#L4 z5Dt81=-am|V4q%x08}~sGu?_C@~pcr_sM)XV-ph-WaC5cqyc{fckIpR&N(FM_{R;c z9}?|N2**YA#q_8Nj>!hv4ig8_i}PU3-GpUMBy1@uDdXm>gX~gHcmMpk{`t!nZip0E zW8)j?m)4r^A;f!F1s1JxGLM~$jBDSx{8goU&59##v9Ws&*$sKYV<4jhQ*)}!b>VgS zkUPB;ahwxDZDX`DHsbD9P`(8UQKQQf*%-68o`HcH-5fE3Um*3LV8AlYI6%=r-@BEN zAP8Ez9_8*1o!Pb8Y1PK0Ezcokhogs$2Q_R zzc=|Y{6j%nANzqqF*EDuV^D{qEGsXc4^zUjqiDlcF-r;x1xVNKTkh`qMn>VnMm9DP z8Ih5@Y=1X);2wGM~FZ!afwl;x*D!#H8DiG96<$Z$FvodmO@8d0Tl~V zy%t2NdZzjBLep7!TFAmzC=1-jTxA0LI-!YETOFkJb5KJorF6q2X8Nll}=Vb{`x zRz!QQ-d(8Q;=xz#j?F{9pk1=VelP#D&MZTvv%_`SWQrKv&va+ZJXn-RSr-6 z`kuL<$KJyw62o69l@~SOe+S-E?hjZGu*9G6ZfR17Wi-c*nVuTsOb2`P-EPK+fNcTpz#w zDm*@XNKl#Yh+NR0WCRwz0oX$iBNeIHzJ1->1DFzVrrMQQJZF z-dx701&Ug*L#$rEWlQuvhZPjmg}dI~DttcBIsu6E(YC0msjv4{twu5A-Mcr=YAuLl zA)Jef7>)fv=C6U))pMK<78e(rI!pg|(W8~;a{Lw0$dQL2B8d!_uj`8C%Zp}zBH}PN zH&>1n7V6(eumVVFsLCnDJWq0Sr4cfLwU-F1mRtb@-(g^e!-pwZ+1XSSz%E*Y!h!QO)=SHabKZ{EbZ z|MIuPa2S;uAgk+FzLCS*Kay@|6Sw^gYerF7`AyOyx?fw6UGqn?`0SNr9(pT}@4CD+ zg^n4PD>nH)KYrpw+t(;0%vjfv==-ej&L3Z!igZvK-H#hg^!orIX^~A3C ztan+MHj;f?$v3;3kMAhL8INARTnqKlYl|oyaMx7Z0|85vK+UEHyV=34y;wzPQ8ChO z`ZqylPcW<9OQKHD_+(^dR}m+W5_sV1^EpSn!?bJJbCEUJoIOAtNL)R7{Ma3~)y2N5 zNR;9zVNM}fb?7tg-$h$Kqf4#^B1JHVnpYvt!O=1Q$B*;P&4q>U3MbWmPJHr_nprh6 zG6HR$2V{7JRQH1WOlXZKff&6@WlK&HxIbf*(~=V}{RuSW$69*z4DX^kNx}w146M!_3Nh zADsnQkOYN{t0Fd#U?eua zG4|q2*9(hsZ1I#`#nD%dpFhih-CgU3&fx1KM0fc`dLU z6$M$DM*%42oP2z=$L_5Ch?T(PXPWe;5||QnUj^$jsYP%_qd+nB2K>)+tA`P z<}LA26zh{znFpKpD9P$!7p^5fM#XCyCC zhcN|-J!)l@m>;!Y9` zD|iSSngXE zWl5UD(@~;_M~FU1=7tCv5R-PjcLfL(0)zK=UP2tcUG22H!vd;MjX5FRT?xMrFiiX| zWcDjqVcDDbAF z`Qp!~@I~iDJ`aZkABIVRHOh*u_~uDMWDjUJFE6hf_8TgYe_wWXcB0B&< z1G-bfjekeihoh^fr$-5Odiz|N@A&oW?~AR!fzJ3odv*^6X32va9UV=;bdXp9GFUR^ z=5hHcOd;-w7rzb-rC4N*+$lC{{`BeCu3smYYJmU^67*FuByR%M(!4oKBf9?*jgF{E z<(oB*BPc@Um}je6=5xlj18uY*;NB@5pbRoA0CG%mzw zsZUmJMKb%%<)NV=O6Z?=8GS{nB41OtNu5&FsqWjU(S#1JQqz)Q9j+<_m6AkBka0@C zF}as81Be9%fd7cX>Uy_$O~DLTTd*xe9gEROUWx1df|vzUskqYHB=;J#jp7suhf$fx zp`V{ClA~Va_Nj(`?c;y(yI86O#v&xsA~mL}@D)5S* zL-Vw9!ROD*m$F#f8Xj(jzYp_y`SRruYM4;EL~^Fu))3<35;~tePi-?Pv4k;wyY!az z>z;#K1f?zv<{4u5hoQuR`uMVHzrf64Eqp{q1or1JqFVSX`%LD zm76kO0jy;e^IuUB7nh;Ot_Iq4I^T-ygcY1eh_p$?{?cfAhv9jWpJ-(}szm0bT5!e` z{h!8HMjZhV{L5bMcA+2~9HG>7k6~vpKl{&yalS3*Qw;}!B;{=o2~nAdH4To_$-WQh z2?6n4aT$eDpL%r-{K_})-W98DPyvA!qI8Bh9RL1Y#2tjvWp+?hE6ZN7^Vc9n@6x5) zAeilFK%>>_eMD#b5B;RRB-kA;Id65OBON*j4SB~mZ(2ce<;Mj^{~3Enp_}6ZFg3qm z3kkswjzQ%E2qK#Y`6Z1`8zfR$#4Jew^-gH$w%s~eEC`FZBVstmEdC6=k>u2o)*uji z$Jv*6aRPy4<7fww;@zeokI1*duY3=P<0lXrbz0+h8rm}K|Mkd0l}Rsd#g-7W?ph1u zbQowQ^V!y;XkUUbR~VU@4N#z_aGF6mRUF|djMvUZDUf_h0_qq7YPvc)(4iEhrk98D z5{wyXI|r#2bxa@qm)2;_+wkxb`ldLNCHF78E+@AdS^;#x4kJ#gPS4Di4|en1E>sr}+5!KZS?5 z@VS~@v_Z%P;C~n=B9_z8@KwJa|x}lXLv9Tz9Q?v-lt#2X zYrN({9rPR2qiz23R8Mkq7O+}~K!NL|qx7`oN)wuZ{_iy18DJxP3R#lfs3prWyY}tg zqU8v@WFeCQ`GYWy4b04*h>77B&5v|{V8s%d1t#DLa6JN1aXN;Geqwe*M5G$&4G&Qj zpZLPz>V=aG`dECH*RCB!*2Ncv0a{oX>JbhbxOxxa_zwrlB=MAB3zml+UjxQVKrrbe z@D=neECeht?-t1JkrO2Zj>g69-O9!`0<1_}cXjkwshJ+`tpHCz3xxm*!{j&(GNrI8 zZp3zjPNgO!CFNtwar(>aU%k5S$a+C2{WzoYsi1%aJ7plPX=!PZ92?<2kW7f94s6Xo z*zo=PI;7tSDe&_4w(2S8BSMyN>ft|eK*%|a)z{kI?hXJ>Vrod(pF}DFOAWY0 zaZE0DyM=`X8l*l7B3!mlq>4k?MA(9enO0U-7?G0*&Qg{TKZX&o;!f_u%o<#Ey30I{ zRgIj?n(lhR7vc_0zYW+@J@MiS63*%CyHA2!@Hmi~iWwP0dJ!f}p=pQ4j4Acg|ii#rP_-ED0hg)xkgoNZb)akZt?`(@Gt|*NB~KOWvvhBO9WL)Yl%QE$=Gz#n3O~u zDw92Vk_H#_5jx!?;2PvwIi;l7iHVfs z!R~L*+`)L-5s)T1S#VFVS?bU^!Lg|+dxX5!uU@@c{e$fu^Tza>K({KH%TBGo%~xjT zC(A>Qi=fXfNruoyp#4C9c$9{4;zt;Tq!E!`PP{;@U6ShR%ofni*$TJsBZxvGVmK1^ z!xRqZKO0EW8iG%i@xr%n-yVU&Y~FtvgF!~0d?Y7Wh8hpX=w!1JOaUxH&fWR9YpSc0NG1_{p_`Jo zAp2wrMq?*`-jZC|)A@-Bh40(5{itT%m1bRr{3ftrfU#A2Q_6xJxIft9-}3;A|D~AKGFa|`QqGxk+xn5CAs>g6Qenj- zfDA?*ot+=c%M&g$jBLf~(+f3lo1>ZLJtCLwJ;t^6`dZ~UTL&GKh1lv;NebE9CmwFq zc%AAWq+5d|1cK1q5)xXGaZnUaIGdT7wL=R)hEM?J8QGM*_d`&jId|+hVHgw@h+~Nx zp#F6RLPSytmNvS0@fPW)xEB%D^UwqJpaqSpJS{6hMPHaGte*mgArY&Zh(Ta^AF#v%&6FbLUU%T`%Tw!WBIXfN`8hY69)-eSI1s&aI*mbPh z{IkhPsZoU_8H$og_7={W?AA(OPwYzSH_`pcnRQfp)wfgxg+vs2#~d1Hq%3BY9kh?1 z#tBIBrAR!aPk<(j#qhwY8Q0BU2+WHzg3`syrzFKMH_;{H>^#q$qdH+^c$GhA`b=Sc zJuBozM2ka3jLRtm0t4EEg=t?6sV<dzDChpOn zpma>77Vp&P>8;|8ppYqMoH>^|7?1WX;1ql1R7g~9B|6iGVxdcS=-BQfi}q5=nUw;l zOsB2gBtILo*EVc%1?UqjJpY~Uf32wq7r~naII-LQ!3v9Dfn;#3ti1?`9$L3`gPPu`TrrKht1@vA)K` zXf?>%=%6fQhGSp@(yUWHgAOE*e2IV%bZeUs!>MJ<{?CmEKICWv!* z#SMGZ6DTlcjv}8*vI7Jgqb;AnDPXA9A^-1|5_w>BepWAFW!QMfkZS5jGGf+e#A=RaG9clkv)1Kiq8G1EDz-80@Ts_=o7C% zaAD;TNeQHtvEH_~as}xmC|p9$GuII@FlhUHZ>ldkp0Pd~jg`Q?16S(YaDs*?(+Jcf zvReq=%~;R6dGjxr{*WtKH|lK%0hUXTWJ<|i%?@4osWqTlxsYT#@5Gt{&NiH|s`o<$=l6zC7EX*>U&DKiP` ze{x48DW#_8TMsrHNhJ7#3qeaA{*424yA&ZoVG0GTEArq*E-piGq;qzwmVW(bDW{c~ zno<}%C0SHf5LwD>RCKF7`O5vg!y z>BdfUB^aAfJ-)L8Z`kcZ$FnF4F`GvHLTy=@o{g|RiSI4Val~c&yW)RK3k;?InJ4*s z7VADtZrc+ruF%?YLe_eXnvmOS)^*=_{My3K$p}V7uv9GH%y}`dVpY1Fcjm?A0`0t; zcNuAL?=s!QR`iZZc=>X>mo^brpQ(0kgI-p`dQ3QMgW^#)#l1~#O|zcI;?Mk8wXCV^ zPT9`mDZd?Dx?i@;DtCrhNR~NJ(VlTzfoC=xezh9Ub)Zmqg{d}?e?4~OEyF*d<;&H{ zw~WszYw(ZTQ3gFK{Cm!L*>3XV|DV2CMS+ixZ=Y4$XQcQKq6jLWx+Fo`b$|W==nYoH zUbaKmWg#tE4`p;;#`(e7SZ5q4-LIGD1|^vb`G?|lqK%Jm#yZLxBWO}7H6QxpK2+iynC9Yh5i{E!Q8M|)JCK}wt+UvvlV3M7PCNPX z86?M^{5UJV2afmm->!?ZjR0!XgBGqYfbmsp=Ld|WOW=@?Y1#fXoQ}?&iAJ7CWO0~& z@e$moPThr0-F?R8p_J^P3Yv`^a5L%2D=B76vxT5ZN2|TqI3hPkTSgFKl5qEV;T9fSs zV7U;S*;4jAvopl$8syR!;lYl4IM3|j*KwaeuE@uAj(E{ojzf^3=bgr*b-!!dHKnvr z`jblbp2F!Cy2Z<6)o$gAUti-6Xc-P&YqO}i*0{QfiAh{W*Yn-FITA=MO1CzGPpf*W z$z21nGQ!0;;NN6q^Lf6~a5z1}5f8(v2t|?LCz+$g{6EldU|YsJ#-MMC8a{m>hFV~ z$FU>${t_6y#s}N0ejS|wx;UzI<67ZnqpAoqxNMHd%yd7~2>FAfcyE#9p3Sx`-WC1^ zeaQq3pNuVdl}n!^xz&@mDADXt!8x(!qC|4+27vw~2Qq*HB7_#?;1Ni)vdfJ|>(29) zNlt3z%r^b5VX?sF$9)*e1hD5`vuSq`VER6k<(D=!8q>p{=;_mU;EnTqTi3=of|Zow zv{MbM1#rpucqT$K9950kuKiJxq3`JO*}a66oh2&+LL`1q0O%2NVo0FuVC ze>)363@HPR>DOY$d$!81$7;F!{rOuY*J{w-9LC2#1$~&b&`y~Rc1Wqk3SQb85Mdqg zaE|_%**8d&biI3FUJOv}oJTRMZ~9T0d8VJ$z}=IswDpy{v<*Gpw=M)G1rc~e3RBIS z>JK-a(_OAUPM&En>+E6i+sqXzg49694PCZI@f?f6g$d+B)o>{LshW<%b|8XFITI=I zY@gGn>zH$=3UJ(e+D)W(aeTbj>V%KG4g)?x>N~8i{nt8*SPj6yi=kLFA7)eJczIKW z9>*vBkyNfZw7(CmLctIFJh?OjLcura(x&q>Ezt2pz}wycd&~J@SCB=ik$CaAcP5N! zL-4MYiHMk(Z~kgJ&(P1iaS6vu5B0~mFG#7VsA!~_YX{NfEUhZJWigJHKMeyqU;9WE zLs5wOf-0q?s``}d)6WbFr$BwfJU>L9%FYu=)-DthXxiym|VsJJ`J0C%z+u@pLuAjyF(SNUH#MdHFyf zM+}+T#^2A;_sZ~mfJ$t5WIGO_v3y6$!NFLR?1omsRSA6`Rn)ZoBhQCl1|5EO;HoCt zeEJgP03oF6#(Ce%I1&bP=4>1k7d)kBJLv#;jz$n{>+BPQfG`9pphpsRo`wKw^g@gnLb$<;Ls}{q+n_RDH&;)-;!@F2TuT#7B>Dd4BfYBt1P`L#Z#1Nj%l8)CQUIpX!w+eoK zF74`q?G_9SV1(za$ob(xHlzS&pz4hkar-FOHrqB_H9?npx?95!D(DWmvr^L?UToqA z6eP!$OL69#=PT)L9E($5$gGSv667@9rt@kIfK*#c80n*by9eRn?6@<=`-VT3kK#U?RGV zmQ?}M!Okb=3ASc+<}m)Q(Es?)-}k8vzzC<1ZrtI7QM(4FHh#djs%lf@%R3Pw}-m z5FXmonOI4fS=OEYYL^kym@W`-@l7s06kXFyI$CY+!nmf{P}5@7d4)6Z-4_|&^~#gI7`-$Iys0nqf_cVvMC*!y$Z;S! zfQN%d7W=LQ=p#r?*I5Kitqi8vc@-6ZD5cePMtB6p!Le`q_d{_dMd5eW*jZAx*0M{8 zF>6^Kv1w9po%zv-6#I0cXpS!+Z70<7xWrOOIZRhb(Jx>A&_N~FLfMm{ra7Suaza|X}?C&x?&Gc14QH#&`dCp8?8=6FW% z8FoZ3JYw&9Jio%QBJB7xF{_KDa6*_f1QE#S4!&Vpm5q2EV9!^yngEoh+H_SVB|i(7 zu@}`;nqa%hm%jQnVy9;SjGfoect*-Kb^^g~^fR+d81Nt%Sk$Bxj%O&@{DdJHj1%yL&-MZ;qu!|~1Q9W0>x+lelzu!(Ng^UVV!{*+ zXm8eVz7|>ysjSY7;_e0wF9W(SmGWEr@rc|0F4}UTSvGB=Ny$;m#P8CjN#D)W{- zZm|&7^CW-%WfN766a>Ua;F!v;!RUhvgDnet9`95r#qjtdx5$fUM;TGu5{zhhWrX&Z zR872Y2tHKR)ny>@%V>4Hi%43tqnTfar}Uiu5ER)vri5g*2DYz`aV8y%iHS*0N@}(b zEU46jSx4P@{x-weB94V&&wu}tJFotWNqEpxjII$T!~qB0k|Ci(t#~stL-r(;;~XmS z<#=1MRC^Cg4suDPD)&8#a$Q^yp|e@+c3tRZHM&GflI8W)2@_U$0)-K(o&&ZvSwT*d zA6m$Q_q&93bg(}rc{J#^Q~1pfOYdpBDq*7i{g1OHxCm9VESNXby$Y`N6t<-X_2J?4 z{sf#0sn}*sz84e2RE@tCaNdQd0u_T6(m9qA#*sVyB3BNl<{n-&!e3E%bU44^d1xW{ z)qd%P5g#Jl>V0TLT!b{%1!Zdsgl1xwmZW(cz|abY&2%y};+Q%tv}gYZMM5*_X2(Vc66t&QywxPilTMm$=yMV$WDLwU(-gJf94I5BPQm7^E z2=B2R*r>Op&Fs;9A2Buq6hVUdK7W@$!*cc69`M11>5xT-+*;7T$GQun0lmmk{ij#A zr#6_E-pvCHpZZ+d$a#k-Z3Yowl#2PUeqV(3CW=U2rq4iT96WlV(@_~ zlZ?OE1U5k;s_b0PN$Fy49|=Fm4TEWfj1o6j5@(D^0l*-&&$cYOEcAvf?1E|QKw2rL zR`mK3bp0ZXauSS3rE1wV*(`0M@>sl%vYtwH56&8%0?^o!xo+w);r#&quJ1BBFO*mh zF_(RJy)xsIl|43C)<_;|Vx7Nwr&HH7UMUQKAw_sNJd&Mc>WKb%$DC$?=L())YIi1s z{{mm?);}-Pq$X9H`JAH*>vXe5n5!3^l?vnzn$*g9R-J69OwBOM*FFk~+HJ86w`m2w z(2eswMJP$Zh(C3o(w$Kv>_yWCK-A1_sC7{R8|9}`;`Z;EqNm0Ve5W@(JNsVY_tp&E z*~Ubhlc`xro%^L%U`P&s+MqW`3|S&v>Nt%QWT7X{#*Xmc9{wq8@k1ik$0D8MMBTHX zb*Y3ng#=N|IBK=5&!CU`U$Droj$cm(pV19JMqw&}`8e9nv6%kq0-45b_s$njT45;O zAnCHMiOc|HQO+&J2dZhek@Tzv9(VWYjyYMrZuTAtPcdU}F|ed@#SmydVm+O z;g#m6e+rzcFB#5?al&xZJC;T&ao$cbYW}YWyI(#AP8GSn z1wWz;c>aggQ2qG+{rjh1iU~oWJBvo~18mUUrOylug~+zZ96drg?P|0x`;JG`OkRMr zT}Fxtf+ELpD(=Y^^K?!S%6Jt~htUqF*@l)<=A2;9I>0L za_{A^Z@o$4hBISUU)Ux$|6UrXR~z)^!|`ZaqC3;5TmbGutL_P{b@}DNOw?H-+7orj z?-Iy4QMQQWkKJ8;&<>)y27)R$>KTI5KilO_c(M3GY3oE6`-Xk5qA*~wW$R6pW*U(kfYU3`XVQF3eO2{tS%CGaep9}-Ep8^=M{aGp#VoC(4f`TYu zztcxe{0LU9uZ5fZ1BadAhQv9>;3y&41?C?HQ;~a@f{1o8$XXncX*QkhUy)r30Ris- zL@q^r`T;sg&c2iO2ned%E*D8yE%7;!Yf|IR>jOmhdlMDa7n*Yn^$-s~b^nX=e-j{L zDMl_vU~yEyx`0V-tAC1GyiO4Aw|do6zc)B?ASdNA9v??BgDpdP^Ix?c2`r+vpA{c` zpM^7zL?JB|YxiQc!HSndKkAp*->(;Rt$5c@@C-a%!50S(x^_xW%bgYbb^DVh(STd^ z#6D;L-)ZeMmFVH5Rz4FlI6)dXl)y_6AD0jc?%(Cz5*erS*a^7>&O0EkrdbxSQFU#< zl8%ncxh1ALarnm8BJ>a4_AxN*=fLk>H(F+O@bJrEC`B~~?fwrs_;~?bp&)oFs%m&) z9SZoCh%J2&U=EO|9uQkfVM$3zbUeq$Mz~*+t zFE1mZD^f^m8_-1d%|rhidv6}jb^o<{e;cHEq){`aQc4q*NKtZyCZ##ipvhF3LWCkh zQ7S?MrBSIAQK+O4ktQNTQYn!P@x0#G{rl~G?|bik-^a7}{XEaHkK?)ixsGdy@Avb0 zzt=j~xz2U2h?(uLRsU#JIv3a<@~g39VZp0rSSH7O>$>~X?(A_aq&WX!?D)fb?K58G z;ZG;{RFcMzbQ16bzIti(y<2&~3z3C71_+L7SH@Rf1V4Rg<*U}%U)GD}8KW$E0X7&T z(d5YRk{x6Ik~}kpIY+e*gFFdLqX`azfbh-#`-ku9K}#Wh+&v|c)Zm*IsvE(lQS;Tn zcQy2BU&y@?^DyF#|1WdmEr0zFC~%FOzdwNI!!i47!*&+l@5fyKj)dAgk;dp-nTwh( z9@IW+%$Vpa_ez6Ss_-QkmlIb_x7yMrmtePQZ*8s}G*~H8e>QnuIRaB6leZXfNvo<`Xyz^;Hhail1U2kv?2FQ7UJtAgwqYFm5|x8AV3 z0xM8!PcEBGM8$yY8Iw_`IICv#Fa?oE*&E1lN1OzdqQ!BP!?_WarNBB|xFbN{NFxo6 zmikPE&bQ3|sRf{{&RkM;k6IF~u_`~mzHDlu@xXPE5~G>!*(PocipW!d4pF4;Kr8ck zt=8YT{se8EvxFKPkJF&UKVK5h_Q#yOH3BSh@+U%x8@!LCgfOPj5Scf2P5kf0TLWI& ze(k~c4I8T3rW1evPit~3UUT02aqUlo#QMm8!DRiHeDv5MiQ1BpZmm)tsHPhbIKXJ* ztGV~8eUzQfG&DT_XJgK)=vMnkHy8F>K62@)qepg!*v#8{YwY%u_eQ)^ zNFl|4Xwhq}q&oj;disrXCVD4!?F=g0eqwM<{I4yi3o7=eH01vSBwY(_3;1;Lkmqw< zvO8I}Wv^ppyRYjv?Vj?fnNMM%DpyQJ`~RyAcn0qOox&n|5S*kbZK4V; zi;u1gH8T=(Kd>Zdv8i8`z`#l2TTnbSU2yn!u#QDi_pSf8fR1RH z$g6>QCsOLqsC~Iut)=N_^ww9GS5nj8EkR4L0eop#-YifZGWSrd%Svi;3=9GsD_0iI z7p%&W(@pY}<;`EFick4rh+XSSMdqQMP>!7fmM=XV7!*`?V(XPO#PXsFYm@PnSiQ?O zP#!V6qkv)jeFjfMKj5Euhgxu{fJCC(3$)!xYhiNU*MH)j#ST@3Rq+F$?wx~}w9fq( z=&@Na;zVzKbaLix^>ni_DUlzX*sv#zuJ+Hjd%pdL#C_MZ&`Uxpa(Qyyw-)%KFLjP% z`BpB&7r5*?y8Yi*5bS!5v<^5}8|)xzZ`DPo_U$_Q^K`pcY|oL#n}ER&Ws=N_eZd5m$xtvtu`JR_SAdCvP-nb90oy=b%Z<)R`q1K3t=r3ZyY_NY&v4^Y;qR-1FSd(fMpp89wQ1WL8Q+#p#9|bAQK)A5WJh5~mY{d#(&=Q4zFtG|Ki*IYgf{rZU$H)S-v+>3r%+^Y>Jo z8nGL%{u}c8dB6W-bb0PK@K`YZ)oAuQ-r9Qh?Z5dCO#y^{*;m(&{8=)Ldc ztko_jZ`o3KX>V=qgGlr{S3B=W>IxEd@fea6F}|I1=|>mypBc~NJ`{DbT5xr1_46b5 zUuSI>P_@gmG5f{C{oj)*uHZwtXsjOG{MhsLUAxMmnT?05Tjm99E4=k*;&X$5>X6b4 z`9?p2%fvTG9hOuaRsYJl@l|}y+hbktHv0rjt-cpfsGxiQsIu9kn0~?j{c>L!T$rX1 zX%u2_xK&sgoqk&%=XmDT)NGowv$x9eQxs)d^`85@{I27;%l0>?eQH?KQlB_{{oB0l zuW#9}q`$j&PM+ZM`uj?}&y-m|pLwk8@_@36NXphtD{oDHQow&p@-O`dNBjS!kn=xL z5qU8hmK^k6U8?M?hWtqnb$508+U6Le_o(>-iJ-X+ujt>-z9-(i`f98tHJ~Q-0z|W)k~f|C#^AYw?9Sf( z1?j9uM@=-_K3}USIbx6@3P8HFrGkJ75cG;heVRe_GUwW5qQe(ZA|MFkA%6>$NB~=2 zMwKPoiA)1;xTj=?*zJ}ytGeTQbxh#?cfrd)$eRBmK^WxR^aI7)NR6hVZdgTmd?YcAd|}8#Eb01TUD`(v;cl?rEVvqyW@KnWut+i~9SA z=31dn{cu2#16>A8ISXA8`>4)0fySk$`W_zqQ3x4d~su4FA?k0xQmH9Gr&Dy5oJ~z<%waGiRtJJuD{^_fZ zpI7h+Ew24H&`KX8i*}z6Gzd-Tf5hapg#JfN&V}n@qA!N$-_-Cbab}5=Ap8Ew>vUcI zcY8-(lq!OS6dg-^Xrcy1vx9}!xX?$5T=_4Z7<~8A(L zj{`2T)<|AAo2I|$)CrN`4Z3un-w3jUD<&A5+WbBDe};(vk2>J$AQ79y^;UNJ;VlFJ z(T`icduqIFm?_kTw4RT4QjY&_u|v=ZNwa=%r7(2aDY$vK|H(oQMQiAU=OBB?uaW561YXsR=}wMN4a$rY09*YcCCT^`3J9T0P}-1bIFF&4AqsxkUZl;i^>Io z^mGA-RBXS0SY`1*DtDLQR+}rG|6HxFYWb762_&la@zBKT!!5rL!+LDtgRf-@oIrB+ zi2hT=#i2rT3W5~>QJiN40HtrXUR8g(=kH40W$E8M&c7!r@cFK&3ypphy?7a|%?#!w zV^FJ!vkiSTA5M7d%U_>!$AFHXBK8%L4+po=8y+1>Q?GlsIQn#Aiud>uWbKe3k$Z1)=7_gx~c!_>2N4e;x(-IwHLDIZku6B_WQlRtWw(6%s(?SXMTGB z+F?_Mx?o111t)1H*r2HsUQhZV)7+tJhYcAbVbB@bW-IVb^PUIsE@S3ijsLYNzMG=e zlezxMy=06_&O9mV;H6Z(u;hDN?cVkO_TS6M6bzP;&f8iBw87On1vD^WQ-+))k{_`o z2SZ?NC+?It?E1S&X9*`bVWNyQX#-ure0Bs;m>#B3)QZeGc$4s&3R!TSJ$O9mc1WWh!GGZ! z=S_l3STRfXLGFfSYa1sPNXw}Gci+j@b(pu~zy0?eJ63h`YEwD+26G&nC-v{#f6}~F z6PX5QuHK^TSwGf9Y1G}u>5{YKb_cURH_GJ?w+o$Sb+v!$zS!iurltNi8`SJybu!tx^J?8843&>68CSd4{l#iUef4L%ET* zI-K%2*=NUn)%6SQ<~`Rk((27{G30_<%c#LEM_Di>^}{ zQ}80nszo<#7$ARTRa|v&;^c`FKW;j`*XUCNz1LB?J-ZE@HYea6wp9wc#bTkL;&#y# z`SeM#xsd%a_O`Y%^N)pw>gxumu7B7zz!bML{zoW@#fo1c78G@R(*0RudVlJ+d`-#I zx%G;JOV2nSJzTwT=70Hz%mIIxXDABZu+6=0fSFX@)<+K>gg?2wyZV;K+_{f={MA7- z>l<>mbebu=#}NfM7pY&qbP2}~k(Yx5VM7uCIJ(F|TgLN6uqZ$)6MhA8*C@8=b zRx8{QPNwUiL4&aG8LLu=F$rbT;~VY~VgLHC?_T`2jJFxC54Xgd17UR}9TsVAPY~ zFdEyffBjdyzI=e=+u+|>=rqOv+4c$F8@`>`y(#uT$*Ebj8HTqO)60!@RU06|MYI;C ztH(|gKQ~Zs_MNo3J3ckSLqe=VWy_~`f%#<`Wo#!JhBXtpXP?d)u}F4SPYfn7>v3w6 zz4%|p6hp(`x6i0vE0ADGEex>4kTUGr1I*^Z#dFDi+9zPR*HfwN45#mc=2oJ z&BdYa!#at7cWkb4OnBIL-&sAUh3NNn%p9hs)(`K4M^xQnb1EV`nUVUZ@WJdVuWMga zRVZz09RJs}!1?Yd>5_4VVpKT^MTq2sn_sdwru8Y*`vtqF%v7|QHt=ZuK=CVD1_sVo zIJJxvM!s()uiG%>ZNBT6kEewf3j*DPj2rxPyZ*Yl4}XLs&YxzNOhFqN=^)pK(>?gL zkJjkuc>LC%V!`0thpH;E;!94$NiIOX2p}=*+-@+U!q2B?#mpMx=NybnI3TmsZVua`tgNjIcL&XEzhrdo^sCcj9<=Nn{5yUD zA0sT+JUrK2{H(XMCxauc=J^6YP}_$obJ(K*k-vB4fE9L6VHDX${t9PAmj`redj zyT2UZSvdLWUpm%dgYY1M7bgjKW#B&e_xr?sn<{+fpL1Pt*(o{BZn9#=ZD-$X&(Tf2 z3R-$xaeXK~hp~O(RDz5poU1K%955B-3PW3jkIBPeVg7|Nwh2nW<%v$}z&1}Fb_D%i zVXnfafQBHwYIAt`c1&S(#f;<5y?bX!ySz$imyunS>Z`bVtYF$9meC3eV;>)>@6CPP zk@jnoIJ@`m-A7cq^Gpd382pX3>Nq~31URV<0BQ|Hk?u&JX_>OKslqlRzan0z!>xK|3+upk< zaLBRASbW1T^nn5KVA@5nDfWeZGfmi03pcm)graKDni$%#^ zZk+*u{y{G$ig>k6%njsS1IkT4F7ns6x`Htp#9aJE`!Wj-`G8c2rPvLBg zziQNy3jt4Vf3da8^BPj`aM{Qk@bnScj4&$_pM^t`P+=0^>xsvW8GiN!<`-$UJ!G#` ze;=Jsdh_RZqz5Pb#NY8rd_McfFOqul>R?3Z7~P(D9(Kq76jyK4O`Fa@3RqZMI}EpL z^7EHoRsGbjTx}(+y#>A;pjl~LuJDT!uIVq>uX$8)Veta9`pd&AqrZgNi`AH_4!@K@ z39WSlvM`@II(Fr+E@d^jT%TH_c^W%o#a5BO{l8KFA2@h$-@$_&Sc2A>mx}jleA>1| z%!{n9Vfln6ObTE|TEO$ch5wCFLU*PEB@#A#37ib97S`w(oN!=-70qa)O9yE7gprEz zNpenCXegf-upb*r1{L~}Ej;-lr%s&`9^;HR%vJ6k`R>@WQ1t=Ae3bbF3uHDp-m>Si zIU&Y4R3|#uYl`NTJ_g6MqjNE&m%$ba%ipXUJH?s|s)Y!i_s-g|C|BRxk#BEqinZhw z;iEGQp3##u8~TyuOS~q-PC$oNLTaN z{_IR3i)u0BQS5lKcI1WG>oC{?!`)cVgop+-~);8h>uD8Mj zitNH={DJ>-{+l;gyUXh6=Y($$PApmfsLY;NTB8NV!gtSCo$Nk{@7`hLn?~Nzz=hYmW6+ zO$?Q9&OX}#K|&YFaW(4^*wd$~o1Kg#HwedPoWu+4_^2gATIhs#;(B|6AI`v2;U}lX zqS){U_vCf)R(=dVIGB{ANhv12G=Y7uvfT2_ivuKHmj>W2CT!+?e7ZD!Ss)%)nz3m>tLn0`m^DFYn=x7?(H#oYu*RuD;;w1 z)|auF+54=ZM-?$t)GsNQhatRkNc z+qOM30HL}QP6z77Fq|c<2dWAa*P05598kjOwWe;s9ctA8(=}@f#ytH|8Lp`I$!6L{ zQ`4+x&kljOdc9)R-!mZk&|dY*x@+z`22*OXs&=Zb7^J2TaNlp)gPT>OanZSX>sA?z zVk&z`6DrB;TsVa;UAk=9u_FUy@Pp_rp9Y+>1p8ufRnljz+j=%sJRrCS-<}M zpW^%+Legrno>?f3je79OlZ}U+##Am`_{xkecA32HV4Ah1z(uTvbz@hMBDPjDY${tZ zZteZQ$S6W_%n!ir({%p)ry5UR-4pvSSz~hgt@GK)$e&Q3hYlYuCwYGQ`gH;3c;wvU zY}l2lz!6xFjgQa^ek7q1K4-t4Js|F9Dn=KP?!BvRJo2(iJH2)aySN6Y@qx1 z@4txs*=cD9`REDr_I&>^>qKy{C7QQqPo88&Cs+02=%2w4kZQ!}(>=y{ssS$cueeU| zE@^N?elM@CtWGpb_>6CJLVSGRfdl{CjcIvm8!877)P*Nl?>wVZ+}btl92v7DYDmK< z{?!he8_Lh$>O|%&jLyAp<8*VySc;cS=-6tay3iXg9WC3XbLUUx<&VWmle1v*ag>4p zA)OyWnk$CDkm&WPbI9Es`=-yWt@6Qseo3SyE2dQ9ZGS}E2@MHZz-zO2aOgBZE3blH z%ZoQ}R(z_yx6PVWOwAvsRGT$qQCT&kkl_yuLqniHV8DR+0V%v3E6SFL7GE!~2=;;q ze*}~&Dno~IKQ6RfGVItg?eADWX3n>o(~}JYr~7o29eqv9y(4vzJman#5HJK`&t|`+ z#JTECtT)013_JBg>;F=5&RWd`u$WK6PT46{q0ymfu^Pk6C%Ej4*UC@s-{tnU*AGD? z+3((+3Xp&C`gJg9#{`RV-HyXe5LsMW8XeSErpv%-N3m(@+@V8{db?wOUBuR_&}qB8 z5Gb!>jpu+#o0CwtOkm*uYzXUG6m(5^?Qwgm)}UNCNdRJJg^WJZ%^lat$k?@iT{$W< zT4(of8TW1ZpKYdjczRmXPMBd?y#J0)S^Cldc_-{dumLXxc*e0CKnNcKfpjv(PEz0?yM+|1Jckd{B2T?5B&BZ9k zr6m`7^5GC*XuqMs5QJ5hdpqC3D%B3bd~CK_+Ogg_z>R~MXbukC z9dTQMx$QCh0N&B3($Z8AfE6fH%rA3*oUsoKC_#10z2?I;e(uzykyXS1%%S zD!jJ!@xB{$>XcIR*z{XKbfuNIl%%`#p94hf+IPGQvHzUBF0t{Rg~@`DX@LYQ?XFF0 zWvxQV4v$eeu+y42<&k@T_A8Q*Lc0ZTf@V`A5UT!-rxJSI@AN*Zmgyq3f{*#YD_J!4dzyP>OEb zO(EB;%@!*JwZ!D4Gy z3^|s6$(0$V%L_QBudh$AbFP&#`u$;{-13es_7FjK#VH-et+;tWUTs~HWXjgOFTw3{ z(=WC2*VWU@vDWdckG>$U%SPRy>N94DAze229R?N-TVQLe%8M`{st_fhkSsVo@ zT1azLx3IA(!RKgjf`i;l$K$w1b5^IPHTAm+;t+{##pPci*7*qs`tv?(In>TKJgxk5aXYkaiQ~6TxQz{cDE?z~{8k1{2nGM4RDr=`w&OHVY|3nEX zFCu;x+tSZofEL-Bdr{%@<_Cdo4ayS~Uu)Rc9N-vlpild$q9P4f_xA7Qe=fV>h#Z`E z!g(&Iu!d-T0(khruxI4_b3G^4;OxU)IE70b*~<zIvjaY9knK5n)vwbdP~*Tn!WMB#u3F~5F{5*W+Uh4&X$}J z>eAnkb#MX3EWMaQ3R0OoIS^#cuKRItpJXcCva9<31HWUIUcw`HcdJ->tdZTO3Y>`^T*k>c>#xfea{C51|C0ayLfM%_ZPNF&fAfHZ67U)Qr@g?01$g) zu!`B7L>m6qtcdY{<}6KAjv)4}h`m^l0Cm23-MS>}xO%n4qnSQRr=cUVUcB(fHglx0t;$zz@TmUjnIU}1mzyVvR}D^1 zP3fx3!2i}M8&IrDP?DicO!W3SMAjFH$4&gjT+HRoo>H8`0YA3XP63l#7$ z@dVK~hQP-|3&*+L+RExT@`e~nUz4)fsIgl!;VT2h(;=aXd8HF4Pu_q!d`FjVbIQ(l zcOLM4Z{SKS43RJ7RHV4f{r3A?K|(rCAJ#~zn@~iiSbd?YtUPz5L$_{`)C2cyDzvJr z_RO#HlA|J-SC%=S^R@WQ3kyoQ;``vTFL{>-0GDiuy8$Jn=UHrSrW2xf_Q)m|#v#+0 z;rR}dbk-ZBz3}Lb;;Lck-?-pPOE1cZyn$HjCxBU8NrC{IbHuF-0CJBUr5licVp#e( zHML;aB{o)%O>5dGRt;=6H9cG2e(x(=^Hj0`J&C6usnv7S(FPK1+TlKX|#e!qq!(5}h>`ELgw{ar3gX@8j(z0s+)Szu_!h zKpeQ0jr>s_?ZY$ML{@j98RWx@lm0Uy%HH-UL^acr&l8GH6@V zZR7%e&nVMgcfZL-h&26nqooKuG%!9 z!7Ye;h9)Bj^jn5+vMo_ts}4Dp9Dkg8&+uFRbvG0pVS$0NdV!-;i6#CS`T55IGXg|A zG()-Y1*1;GRO4zshQ$`bE-OfJp)0q5@i@@FqxwVJu2zlXO;XwijajC@&DrjaWne(S zLk#SxlZ=lpXr8H{;Lg#Gh>KGLqoe?6uM<9&Tv%eiOB^jCEEaxQ>9c`~;ul<4q!3WQ z{TJ_Xi;0OAPiETm=^_N-UEDCn+BD5f*ffWnI+b$qj%z~?N*5~B8}OQ9Tm16aQAa{U zGtitI5C&ev{eE(C&!7irCuDPJdheabVpIj)h}*aKgqNpBn0E}kM1^$i+O>?J{;8%apMKmV*Xj(UaX)} z89A~%aN2b*s}+5k6632UjUDR))gXc-#L05T(u+P_HNG)|fV6;&$#!^G=&fO^+_xP8 zHM2j!j~7b1DQ>R5Cwdz1-@U6bvKG*X7`aJH%XRs#7K0H3Pp{cxSM*SdZ3V$R@lu|= zZka*Tk}Io%X-Nq{^y%BTaYoevC1A`g)ZHB8&$UvJc4RhF`YrBmHSjd75G$c)s9RQf z1ucM@-`laqW z_x|Zv;ltvc%4?lo zl^9x#c*p(X&)DmD=tq7eIMyD@rJ~JFN!ic)+Qz~Fz#Bnn4ku;Xw!c_9TlB@g-~{+>NBFM&+-NO+2zDx7b)&2`}Z>_`K#_SnO$ff2P<}JV`|*J4ah( zt${<$rw2V1=4ZWpc@!Q?FhaG59*T#$-J8V!?CDdJ6)XC4^Pxz_8Ku!RJIsMUHF1+~ z-z87%@Xr~zdiCnmj@Mbh#E8Zb3dIlLcQuO-nkP=2h#{w%=rqmNx?(^fD#|BpL3OGR zE`$fzAaFTXgYP0p7y_KaoAxS&*GWGlEP^Pf5{a`O+xEeH6UCzHWK2 z`!eUy{moa7rplyAN2w)>QL;xFMc30zttkDoz|i6zTW$tol*RAbP)Sv_4a0nB9^*^P zCrtPdB;Bv1S9uEptW>XPSU`H%`$fGHyOxF7S(TCL6;)LRx&bNs_Zvl*l7(%-^-L}V zVF4M&&PWXg4ElVoym4#V%n%QGaevSM)o+4JP^l&9Oq@9i=xubGLPA2en3|^SykD>L zj-^)z%wtz<+v%_7_ZZ^1^>Z$}N-B(WTFQNp-eaGb2?kJw`w1$=&U-l6+UKZs&2jpf^vsK!1Jw{3|ZECS3XAhRgP{gz((4{y`RB`kk<{_L4h z1HAA|t3t}Fu?bVATBCOZRV`e|eWLEf-A9{;S7c%T!u$oRR}u{Sf%-O(K;vi+a23T_ zW)qi!@QI-kImIYx5qGF>pFWSt#xF85^p%@GWBiEjAVvP#j0>lNgVWHE@E?4Myjn)w zc7RtA9G@+V1ctcN$U`Q&91QxLLOc$a@pE2pPX-}U< zux^TG`Q_XFr*cN2hQ7QwJ0{F)uly&wL|3P_mjbBPdbL{!pvOx4q^i(jsRdF zjfp-sSIXU0v8$51^H@k9rN!qv&-LklZqHtDy9m)_PuvJeLn?d3?Z{Jp~cJ966auE0EJhd-r!#zCc*s;eHDm>L@81I)A zHu3y9A0Hny%-hxk4tK($aJVs`J2F-~luXElWdl^*1nBl-n# zjc|vOS#jYP5c-(p4(lnP)|cLVAeFAceHYcVs=HKr)1F(VedLD^cSD$ELeZWY%VED8 z7bo~ex=SWtcmhy9rJVX7u`xwKw`X+w5?f<=Va<~lz0Ba|O3I1}RDWZiD%{=x-iO!; z4}EufBh2X}`nmd7`UEZxdd>UMb{IN+Hrr&3udY#ds(CSYSf&a&X4Q?2U4#-Iec5+r z3SYi`!&iC=v0hDXDCO_A7**494Iu`FapY_xO`A)CNpH5_ylYe^Oz>yl#Fy-I-hH#4 zsst>X@KpMFyb@QUq+u{sExbBcwA08tU*va^P^e(&D5OD$U8Ae7v@l|SzQ-~$43$_8 zFoGyi41KR%_+vDd>QtE_1t~*=ukHcLVVb5To!IzoIyAZ0Web(ldw=!gQDi8@ZKJ%2 zjE#+rn#h+Cydep5#G7tvUlHmF+6O7c5y$G80;$tOvFfJ%~(O4wI@u1%v;+|9wD@6i%`*h`tn7|s27Zg8_gOMDyP~|?XtRD zy1~l(XCc9&Mu8xl`{H&}j@uH>;Ygza3EKt_eQe%1a_?pwY5DV)`s`d5YI7V3jPmNc zDKK*F9X0}W!Z+HzQqSz;++3X(!NPf)hSrL6q3KpVxcTtCV^-=caTo2<^ zN!D%M+6k(M_V)njR(Ib8c@;KnQEQ`1T`$pOy8)jjMV-KCVqzlJFHk%rvzBNs8w{xE z#l}OiOdSrSDnx`&d0j2iQ7g%^E310UEoh@jgObiQs)2TrPppUn`S=nKO(;;0t2<0# z1>Zs_CGpFFAvCpFW-n_NRMax~u+rfA=v;G_eSSLHG5?=hfLZL3TZf4=yIh0jHPWPH zSWdK4a_)J~Kc|J-5zWEy<`$)ST9=K6j~&~EKC$iZ@8R>VF1ql69jmkqih)GzJJf+# z`S9h-A<*6s_OmA)IdhQ}vu``W^MjLUdAnn}%lk16OV#&Hhd`;k4vHF(S6$>}=_oagH~y~3fYW8hi=%_m>GyG#Y(ePcPv`Lpt`dzk9n-0w+jmkabu7YA}l`O zLb8S+^9}pQeI31gj~U_?dEK6;v4kKm{f^5#Y9^LKv8RSjZG$BiSeyw;hAk?SuzqMm ztId(EPh;N}GB=x|zM~K}(YmN>5Me>9F$Y3JThv z7V*DP@Ers{d>|_RrsF?>HgsQB(2M=ktUqLYvpvi@_7*a90PX7>dRPt0HQyCJ{Ij=K z1|v0n4jnpV(fDiokM~qM-DPCdHVW~=tPYuNPsq=S>WD0lZLV< zedzrB{4m)3;)FIX03<%{cZ>*xPYO0>3ak|C!SYD4Bu)^z>i3nc{3_}2cbk7yaUaW3 zSlU?;n2ZJi@daW{H=F*TK!B(eTm)9F1e6%QugL%)bEqwI(!uZNQ= zd28M4aZ*=eotF@CNemkF;R%k8S=N=*(A}<{g*mMxfT2eWd5Mq(@e>X=GVE%#HO!%q zRH34tqpf`~X1bbM5pP>ky=&gLWU|l?!>3I7#htDCSXSmi^K)T2?2FLVi-*M? zE*E-2LO_cCbxD+AD+YNU63P9J9+fZfany*rl6%Rx7rb`&y}rDoK^jhn$S}R1vU@H* zE0t1HtkZ+7Yu}-R*hw}4$04EkfkZ4`t*AJ|CqlMkmAbq?-$8DsvWVUg=JfP5DT#dL z)Lap|ujk8)$O-$oj#c#2)=2~egajActXNw+nCeEGYl6YgK4R#4s>)$s*+305+u4@o z+5+JOGcitE`Te^C{7gx6#l6MsY~^ zpd-(HZAYQBId%n-Q#Ks7pBs4S-4FEL-62>X2_be>)nUTB39)uFEqnb_s;wlO@m*k{ zgAX^0id)O(B03W&`dNILHBrvh(|21~xEMvJ^2butOA?{s#iDasMQvfExW?^3l1Vf> zT9xei&4+!coY>?_wH$`#Ln0wK;>{(LD_jcVygCvyuky0UsQ9#uoMQ@TcKIz@+#s>M zSL9kGLw9T{dI}9EU)lR6zZEq_==h#y?|;?Q?59uN?gCet1E$%NP!Bwi1uN*I7`O_|tE zQq(@X!p7vhlcv%7c1gXUwCLCmPLKXmdFiAjJ4KW z?G!-ga)8JRXg-Itf|T(zK9EaL%h&<=Qk7D=2+9WvRD?R~1t_1`7N7NcbfExCbhxyZ zxw^Ue2Ludjr&uk?&dlsa6aA6UDsi1vr%iiEK)b0f^>!tj(NG(9N;oFHjT&0Y@9JUV zT0Z1H$A{e~-G&qneakp1R@=R3go!at3k<#m`XeVTzqz>wtz#eJrPysrit3YjwDD58 z*bvA!5xdxh=84!dXXTF>tX&YBAHfd8fJ&P8lXIz9RNs^~)>IV^hL*^`v8kJjBgC?9 z=P#yeXmK7Q+agL1E96{@#a{b+<&muTa;)Cen8(SH&A+>A3^&q{F+!n z_C-hV@X;e30}Z;NMVxX@g%FC1!!6eHA!aNOGS1jUt-~sJr4fTs(ud_#7}DL57<|4! zL?QH0mD!2KkZiO=_4SY_DbcKYPZ}LMb?UOtk4mQ{(%q!c{Ks62&=ZJX4OVOYWKWn_ zi%KNZrWh03I(a{0J1Y3=Y-rc}2Ox_`(i^zo|4@as1uxU8Y)5~04#MiqD*+P+c;sSP z7ggLuF?0mM)sCV+3DLavK!_n%oinolDeT&uzzWmO1EzH5W^q8DJbTvGZ>`2WuMV!R z^&6Y@yGrV}pY-?d!M?g46!|X21(i_iCsjK;1ueXF*mUkiG~i%*aJuFq z)nEL#b`XC;SPfL_b?Y{bZvDPwPKiN{Gq5Cz76NEjYVF!WtzLg+ek4jW$UYOA--9l5 z1ec-scFY>tFSAeY7$a6Ei_LPBD6=Tr*7Mw$|32{RvSP<+*TAn0z#b1qhL&7dBn9-I zK79ah5$G&Hi4YV6eU2&__Y@DJOPAbxgZ(u2oj|)bVuI=P(ZmI)W3js$ViKHpfV_H! z#3TvLKTNAhi^G@2o_Qf%Mum0x+87xbuaa7&FN+LqCm_fXvMDZ%UiI^KGf6|Hs1=MO z^#>w$rhj>o-mS?6E6N?3oeQr2*$&}v|0A+wY*%oljfI6+<*qH~LP|xKbpjcx=y8iO zeXUcyI|Dh}tNKqcX$wth3tOwM28ghvRm(_A3F`abxcOg$icvDU)R!hg&8=mEDi>RW z2r*CTWhZEsRh^V886MPW+^8V8WY#NIV|M;g=m$1zNJf|Y`RjvY&UKg0z2pUn=l>ee zB`783vQEK+bIt;h;9`W3-Hti{d~k{i*Jk(b-laYV4~7$i8S5XeA27|Tr2PU0BvdNP z$L5Kouu{&3?35t|paaQ3#4c+wnls|9pVa5UpL?WeaD&Yb+v;Iy~h zY1yP?e~YZ2u9va4Y{|&_{Ua(`4hOA`vr_2Qv!|ee1s$1_v-rt$xJX|3sR2x{;5Hf{I*?540il( zj64Z}o-QCKkZ8NDU%=@jetw$lCAfZW%JAW{Q=9}=75W{lI8O`R3yeuCleDJG^TE02 zz-71wrU|Z>VD$U#$`0g;y035RZX2{_u74sevyLI>jSTCm-rsu+AgbKH<>=3H6r0S} z#E|YFeL6v`JtYPoyEuL2t!?3F&YWrAGhuJzZYW4=%5D3Kc~;bs(8BAHGx1+5N=wh} zvAOq*;zTqS!Xwe%A$}1wAc93zz}>HJ?@uB_z|!D_cX+JRAA8Z7Lo-kgFO-@WO!q#! zpdb`l-_*z`Z(`+e-4O~3vJGo|yQyw`)|c`|I6Tmyb`H;3by^{k5KhiCXnW=xTQ8xL zwB;tN357FWJfs|a$mtawU#FyOYJ_9D3r*K&W(Rqq(lyK~+0N={(12dmLKS$#OxYa7%y$`y99AU91R<~?t7r~i>?`pFB>)-lr+rHh7vQM;y(7!-*I)ytxygatqv!_pD zf_1rX{*@A50P+1rW~S&Wt)i{7CKSB)fIB#WmI=wwV1~7M)25NGS2PA1=#JaU38&(E4uN(8evYE4*rDFWK+;w-aK1Kr8H80QNH)>= zq4hJZIag$kJanRP=Y9&5MGH7KwzFpk4VBBL*rM}ZM)6?~~ zJrA5cn1~<3wJ&4FXIQqFhfHY`y&`tBXXk!eyjuQHHLeRI>*X`nfc};fD;Xj7;ouRS z=>+xM3;Co%lo(s=E4ytZez<(Ab0Y`TPrB#2eG9TqmekUgvPk$EMx%jss--Z=?qf$i zmK7>~O!MWjFUxR3vl zBgq2J&)PYQsgu9R#}j_{XOxGhqdiT{fW)+o*1K2^guHizynGgC2`DtO-n6BKK-ckW zatl*@7ZzPWH`xtUgmO9ftLz_q;j%jClALFMChKB8oz!J9D00N6rXev#9STY&^5%w~r1YglU`cXz|CV#fcw*kgrFwmX zsf0-u#hl$tK=(|iCeeDAn`|y42A)lBq^X1;{GbE8efxIN9}pLc%ew(Iq`K$ZDq+cn zN}glRTi68aFj(Dw$>t&T7*7*VuKKyz!2WTXWqng=nhFV;xQ$0@iD{x|!0c*h$&qz& zG5f|?BbuOre#*|&=~5R+e(FY;ffF~W942^m>|co9G0x+2ArvHF=J&Y~-A#?@H1Z*h zObNe`gf+$fqB%)Lz?~3+El*ErNXjealY$0@63cSOy!z=^I-qAyEo#0VgNMU-b2YUh zOJ+sTV&)ibLBa+(B8CGv0lh6>l(eejLvLQc{sAAPA~oaswQK9B<<%(TSzvZTA_Bh7 z+_{N2e?FjnO1DzmsZZa&Pr%DLbbzT1#A75K4TWq<`n2 z=J2n%sY8P`>cu!)@tr4sw!^iNlg7zifXOCGZ-T^jAHEZ;kE(0{>GryGTGO7fuNq+i zvK~Hk<)?yO&U3v{bY@Zteomcm3POAPwr!iYZq*~`3R!V;bMr7AIo)5MUbun3q>P<= z#5kRrVHW_HWZ!ti??m8oR-d?nl9H0|47vWjfd^81qnVi{;juWb`a%RuhOBRjD`WxV zLH8lbr@xKe`j|vSZ_S6B+Gj#~=#|AhandjJ{&{h{BvFcNy7NV7BTi;BXzV zvR|)W!wY^wb<$25*0nb<9#Pj3ix__Wfd^$Y#%S8hH;l6j2t)0I5Pm(#pOcjWoBHDY z`_=JBgfba10%%!AMaUz-xP8X1ND-L-oFnaqDHv6wK<9FUdh3;bV_L?)AJgd9ysPPtQ#tk1lwcULo4g4 zlhXhz*>B&j%FNd4g(bg7{#~Hgm%g}VDF(5z-((YrTU5?}-#o@1c^H9<9mdhB) zPv$!lUM3JI=-Z!~v?XBPbYyB|WAA*E>Kmnt9bh80)fmS}5=rg&A*(l#`PTvJ_R>0# z;m4t5*P#tcX*5o-k5z4ZmN&>MCt1+=r{dyaZ=Snac1Uv!K?Z?3*^If-PK^uI3^?3q z!^${buo&so9Y59}wR}!hv*^qVAzOjnL#KRa&A?zL>=5lk%B^Ym&|9qvWrzul$b7y@ z%Z93Z$q{$+zSZ^H*!OAY1n-)0Ln2%hdwX?^$d~QhV?zIX?K+tsO6Vcu@Urj9FA4G! zq89cVU~*7Pb5`3~-CGT4-+uPV+D5l~x2+Xj>(cimI#gxWF;=l&|8=AKz55OcTU$kS zGbDxzmk`apjbWwnbQ`LMSaRMDjfp;gz8#*QVgw8d`URCw!QGVS&%1zEL=8<%pLKr0 z01CpUoK@>je>pPhO{64mWaHbf^xRP*uAgIy2zioM}xh%!E8;)Ks-CKiuj67UjTkrSq&@wjeH_X5N{_gDA zbs3t&dvgbyP1aJIR8x*7xQCov)6PoihS2J2E75w9dpx;9`ucK)F}oZ{HMv!981E74 z%AjH~RPDA1C1qt#4mewEI^p{$6&f1)y{-<&^3l}qLa4|dsorAWI-E@3r|zLyZK^tG zj(Ral!R|R#G__-Q=8q06MM)6srMGmctS})!@!@#0VI^3GZczB8OLXJxlPKbe$cG%` zho*h?obr6vu3gW2ZkRel!9Y)M>zr+Cmn>;Z^QFDJmiQ2WH%+DySKhp7x@4vUy2p4c zncls{*Cy(2@UBKDHf;R(Ydz8`sV~K}yGLKUUtjw1KE?PxZp8plA@sAbvT{9fqCfQ{ ztEHr#lv**2(F3EcRzus0EOlTqP$%l*MWK!p6YltIcBGBm+h$SC!UYSuAT<|6jY`jz zsi~VuEp1!3TKObElX)mY{3?6Al=dZ$YtSBUMGmA=A2@A%iE4gC}7$b=4X5Eg~-1~2sP)IuV4GskAG}QW2K#hm^uKe zax;1^QLuyOCc5rQl}NPH7rtDg=e5|&Xw|CDL=!A4BvDn-ytDCBr|!J@V*sN`{LbM4 zPCv`Kz^JzM{g{>L?9A4}LBJLZOUnl|0wwW-b09-MR8$;rO=nUlQzP%-1yjem^Wsf`HhQRU7m~R+bJ}(K~ES zzopBT^`YJ0%J6VQiK?&E%gx4MN*b7t{N`fiFNnDIL%;v}W+jcIjww>aiej^`E)tQ&ua=9|F}JX#BUD zIa4-n+9VA{qqDi-{8Mc=iAWl%zHWR(9;B-8hO@uN8f$Ayv9hoWH*n2bwCA2M15C!X zitqM4J9&7jo6^MtcSY+W2_j)=;CwqzHBI#`3H*fF;YQ1rO?=n_hr15E+xfC3E0Sp! zC&BwuruCias7l?JHBa|&Mu*hY)CCPg$Bp}@@w6M=r$z`ekHKERWAbD%8W@FWNnvLS5$&;_6+`;f-sJgn~ z5F6KB^f0k=X~@|~V*mwwtE9$#bqHidx8wMsN(8w>0_PiRdaSUsQ@X65DP4jnVbJH%p9;#d-t+~Wyt16Gamq$SMxn}}VLGT)X^xsx7=@EA3j2rPd;?AAE=H})? zXdd10o?+wl8#c7@{W!#b-gxc9TE!2a9W#Q7L?vVMyogjYqf^>Fq>3E#&)xIr_-6X!d z-B-k_t%0_}PQ-BaY9E~7nQQ2eO4gMyfi&9<#|Y@@)=Vsk*eDn-PZgZWMGg>Lj^7GI z$?YCnifR3;`j;oft@1^Y62Sq!G!ALBi{_9d7GHjcW*$Oo7fM>8)0I&fX?XAD(>)@@ z3n`Is717q#_Gx$yHm7%!@l@$Zn&INbZiG5i0W&(wnNs1S-|g$jAd_ z0RhCFLh|~8oq9U5!_d*%w)bG%3hd&yUFWohGenlXI7^y;Rz)bTH%Q#Y8%43-CEV}; zEy;+pXWP=zUw+48D5;Dy%l5~Szd}jcLP~Y_?%k|cuRQ6!K)LTA`zKk3FY zA#LD#qR(IejTfrM^$13uH|*>FaIsTHTH5-L!HgQB0XW$?uT|}Xm)zBP@;&K2g^@PI zaUgR@hYeCFqb0_bxYf7)_RZ9J+Q^0(VX>`ZzD65x2FhBl0rK7SV39q;JY6aq0k|e# zPh6Z)0D7TCl|s6>#xU!x&@-PLrg^~lNRjl!8ALs^(9qBY>F7EvaW1V^9Cl>$_`7gg z!rKjZ0)BM&UcK6c4Qln3+qCEf|6^O`YNwpezTSkYCO)}W*i4@ViZaD8k!H1RKlj*E zGeqyl01>q)Q&<%cZy|4km%bj8;qC|LT#Jb@-~VVw28lB~GE#c- zgPf9v`uA7k8fufD)H{g-bmSZB? zX^7o~IGb15@xl@>IQTW1H@G%%)*`}+M!aCbBeUj}XF(cj>FIe7+z%|cJ#Avik-afN zUlvO$kNo)>bmT~z>&p)@H@R`@1Dk8-M#gxJYA3A1;u8|q@7&pqVP#tfhuK5A4^dU^ z3$xwMaPSaI>OkH1&WA>g8}I1o_~GlIYV_!bpyTk%mwh;bKeBUW z460ok);$QDH!bC#$RKxtZAjEr&rLykU)tEZwF~<=_z)F zan{nrszaL&+>efrmm>|ka`vunJR|9LOl=eBpTyfpc-!ct@74jfSW zyf?x=L)!E7L>-5WhmO{)xpSq_8ub8?^8(8Ix}&u}!q&-)&f>eA5{t5X~Xo zg>rgu?Dz9#CqaWE1~#oA!vm-xXYrYFSu$Fi;`I28xQMkYl4G^&w{EuYvN|fq^7Cw} zh(k?Hj*hf&0K_F@zX>xs?lP*1BX#!)R532H+L_~wW7<+o`~1#dv4Lt8@qFLuyOkQ> zA`NbZ@D7WM^>qE{JGy&#w4=9_I{U^;pae<=FhMf*9#SacjXXT=S27jXx^-*6)2B1_ zv*4(@arNl_9$H=3RBwIf&YkgRm+_@%mkMs|gR1X28wFtAN7bONc`MGC4dA$}LI-}Fg;+Gf7qY_Fn80SG3y(c}HYU{=aBC4{)yk_5V|fmS|`XlqhZOWrd0o z4J{3{cPc7{tfV2Op@C9TveKd=71B4p$^*;PKQtPl=itthZ}d81^A{=VA=d2)jDE zmRbWzq=)9(&!wgPFs`a7d77oh&@=MvG?eO<23|r%ZDCJ4R=aE3g9Zj_+Yfss1 zd-jO@-jgS_JDfPukl40XqOjKh1z%x3sgy=^N~?h zs1fUIsS;4cyf%OE=T{!}n4!73Z+griU}yl2Lx&HiQe-eJghdU{#MZSi$mt4|sKrGh6HRcrY0;oa~6>UAnED%uOBFz`;_eabK%xO_vW&4pEdnh}>5noA=rlu4Wd(LJk*XsTH;&y^u34FDp8=oc zhc4q2l;F=FKe~biY9g!Y2J!Gw`ReS6)H%;GnseR$i}{g8g_cR-kU^n1j*DZ*l%7tH z1OlEseR>bzkZzoc^!s}bWTvKaIF;;0VPb!nvc!)yHA&sK=Us#|>c*v07qFDa(dcJl zC$gaXO`0}m&as!dxq)bt`rm;~8KD(ukx^Oxv5}^i-qo|`&IKW&Sg>%RS<%{IwnJ>D zP1B*2=-y(77y6ZfR||65R>YvzRaa3ub^5fA-afsa8M=CU>S5L|Ertc|t-6HxW|BNp zX0e(2z@o{2qTR4SW;a!!$MqedN*Gnvy=CLHeLYS>4QwT~)s;Pc)+!;Xc7Oz_{i z)3wy5OVk7^Ziq9@OP4N*_2F!d^}3B4dmtl`u$-cgC${OpNO$G4$$3-LBm@sB06!f@K|Hn3+g0@I)~y zPI*+4pdf$rJvL1oMRo<#lg)Y_Xo3B8Eov&B>D?)QR3sKCj9q`eZ?JiqNzf4MI@^CC z?*}2L>&jm0#-)b$x4Y$_fZqwHOD9@&Ra2uH7UvH^7e>cNyWQIwG(LimbuS7&n_086 z@}dp9cBLpY)e78;+RJ9@)UjOahw>Jt{VvlyS#c>YP7|!sap^p->|VDJt?b4b?2U*< zY({$-F5q$2W=);-fvD(cr$?*;ZQ8hzcZTgQ^t05_rey5S0q+P+)eZjpB9?9Bv4L=1 z_A`zQI6GxLzbS)6VhePvYfQ$tvIW&+gB)(SvspoRq*3c5_6an5AA;)f22+5Pij4R4@qZRzprV34g-$W<~~dQIiXt% zb(WCLj2Yt^H)*niMZ6;*pc@dVCR~j+YqUF44|-H`31+g2$3aW>H!$c1Ri(qb>_$-> z(0-6VWQ-c%aXf;{0gP0%v9q&4(VAKwZP85&7Ow{_(CvHo{N-CBr3jMubD)7jE;Q`T z=q@0rW<;e~@S~a1sH~@_r^%v}AITv?*p@n<&XdwwwW{MK~4~FbBM&)?rqhk4SE+fIu#R; zpb1gu&h3C$Bapk9tn;;3j{+!!0LAaa;IfyGyANHaVA+tcS{Alrp zkw{KlhDv5eMpvBh^$#PMU$cIFci;-gN9)(F)$&q1ojgAMB;{lo^#H9++P|jmpy`($ z@)bFpTG9sD%${wDklbawmw!Pa&SDw)B8LI*L5&5^!glq4(`7)IwT0XrX!C71H!uWx zkXHs8I|VGW`D16|iUJ0BX*Thj{$2!8Z2mdJzWVPnzF> zrYN8gxCR1K1%Y;}QxfESi0r%g>X9QRp9WE%G8J>bs8y10Zi}Dv`|``WO@3d3YPK!m zhAW}&BAwC`JuPid?5}Q(JsP-!r1MJ$DotM3c!{^Sw*(xXIRiPv*(4e^)`XFXNqw|a zu?Y#)CBH&YDtZ(Sz5CUuV2sO;d2$B%=D3sA02?~2$}#n%(U_H{}GPNWEvCsDJjESvVAkazBagU>c%Nya+UNg$@-DQh}zKR?9u z#h^Rm#zuE<@r|2Q5FP}N0nSJAxZ&C@n#fhW=I@XBz@7tl$ANssZ>0QC7fX%%rdChj z;$k@!h-p3;_JJ#Gb>ZD+y1jaBSMvnIDf26sWxO>zCuac)rhcfUmULQswIg*rsEfnD zl>(+9b^wkCU!VYNo7&4=<4JE|IYIMyM2E+SZkx)NM;SNRcvx!WP#FNMc`$1Yp~mN%*?r*IwAqMcYRIOf~l`f0LcIf`p>ihVzIT!xuQ z`_00WYF3J3P|i@uBD4*cqyG7Sz4z={kZ&kWyih9IArYhX^!2?k5kq(1&U2$xf6N!x zne-`SU{x}^FAcdpNz7G{j-I54D^E1^F?u^wi7OsM4OWVDhi_>7n z3-mDan1{Wq$_tb1B154e|fkn zjT?I=C2dY94$3MPT|2Z^^HJF|Nghz=&xn_za|{37%ls{FQvIaDjMDrG1H@q~-P^Ha zHJ7W6X3Yxu*{de0+DKpHB&9W=>|K_2*tv6Ad$;*#EAls`8>Ebsz6sI#V4WU1I^q1u zD_qUTLB9BDm@QIqW`@NrTe`F#vlMt>JU|Vq<#h0s+mFk$i9LMjmvvU}+_`hx$>`%~ zbj{ELEyx+t`lBggXy)9v`I1NJ7)mE4y)N$;lgx}L-8lsr#T5(sphg<`u6^j%l{f)R zi4to!tPT|KT~X2P#a$M6*i`jP5Be(POTxvGQ*NKq9DW9r0U3qZ0F%x@adASaHTDMm z^`-}sPaCr`SIKy4LDJQp@_ zEHRujW5y1IQsS(DB(t7AeNhMdJ5zl9{Tow~zbBl`4y!I0PHM)fSp$a8v%S!)n# za8xhhU>D2R{zn_o(8a;{hmo@>O>8?&TN0kW-E$Z0%);ITZ zJKf>Ox;{F4;er{^;e@I6N{4)<=s|1MZdHp(6DKYlzrnw_7G-v5RFuCIlXJ!ZD$^tn zFm^zmy1JupMn;C2(u?dN|C2AzQ#{nXcRhc9e@O|yedmsh+7N@?V_U%y{&5=P49bWdQ}-zcX|4Pj>swGDVIF4#hte|Y__1uh-;zfj6Dpy z&MW8v{!B?=*`VCvSviH;7~ORf-F`n>J5qP;6up%_VG0C!R@tH0Z@`?TK#LxHRVF-! zo;%kB*WU4-%cx_ig66GQu?ur??BHZ}F=z997Du$r;8QiaP((nZe^K-U$@UXv zXKDTHzQGI~>PPFm;VZ2qKjFcZ$F;dr#@%Ulm!O`m8apM#t$gUi$V|rpXsC-lRiIKYn@G%3Y0=>TMwxBe^PZ#VZZ&^j%L^AdqNR z*VOvNQlyUlP!r)KSxlbU|9W3E?d(?lIX@_%F})35cFtfBsS?Vlx);B?)SE;Lv6ANG z@N@*z{5vz+~B>=Z1{> z(U!=zV#-~=MAY`(G1{w_TMqoCw#_mtP~G$e*BZsQE)8qq3<6PEhow$NM=5qBo6kB*F- z*Kv*zyHqLSlzxvabb0NHrN?8UqGYnmJk)79P5Rm=yK|rOh3FyYEnnW0=M737@L)4l z9OpzjzK}6hYTXzX0M61DK_w`s1jyrCpa>Og3u)A%7e3zJ!dGzszPz}kCE-+}6#xxR zK}gl$;>NFe4S##odK=Jrl#Z zyi)0=U)Y1E#bL)_6Td?v_uzun;+rdn`r7nYrZd|R{eE^Iste45APz?3#x>&pVf4d? zvl;h_*D_gRVE2`IH-r*^yylAQJbmdpvzz5Cfv~e@GYbPmk2ZAovQv@Afz$zIk3W@2 zLsz3;b(z;pp0xVoUf01RdeZOATGi@SDOGjZM@+m8oVu83SnX=jj(FJPzELvDf(Izn zTIklF<$NN*Flc8SX3N(!Pd?%J>GUN?AI>2c zZeyUJCpX+Sd-?j}JPfQ19~6A(kjm~t5#{6;=ne4L=UPu7O@RM5B^LwMHk*9$kfn}8 zi|hVdx7Pj}M(02Vcel=g<%m;qef9)zW+aHL09v#)-(C;fQd98)x8fJ&$wmUp+v(p0 z!*i+V+o#W6B%pi5r^6HtP)0QsC84uu%LtX*i8~z@U>?%@<(j{qPoIn6Q3dkp5E6An zbU#3H#bw1M8jw{8;8OA;rVB_`yF9NOCmJ?H`7A$*xi#Q)|9t=`d6C(m^mSmzxzOg* zK>3!IF6DGfp`!CrBLQ%CWfeaP*SzMVZH8`1Gnk>k`(Y-Q2Q8Y4QoRjP<6k}EstSeB zg(%6d!Hei|?b>j(BYCCXn;|41MEel~YHuxKaz4U`z_0fl2e6oMsRkqlv9_-yB@K-8 z$m#R9Hm1!Qgtssa?z~1^g&BhnW#6c)-3(?T7rB%t5Y&%BRrnGbt1}-y^x+y^Wu%&2 z?cT5zW8eNaBY>aLh^@U)F{SzQgO?J}`WxHY27N5|@=}5f4&%%e8xmv!H=586ad!9j z`YXf|$i>Y^CwcMj#Hu8%@&3DKDa_Tdr>hY^Cf;qD?bOm)P^ZEs&7IqYe-@#b$#$Eu zCJ>w`f87g*n#E4qweS41pK;w!I-!V_62E!o2qf*agu?b;zYMj?LZ(e}2zdo6z}HWE z^(raQMY(1bKLvozn6sB=f`_%R=w3GPWHXuoEJ!4Ix8W8`$7K_Wjzd*{v6|OD#o2pz?5_5o`SBVo_=;k@o?d^Ai(!eOx=NhCpZ2sfNI}^HC zgAskEPMPu+%YY~SG7!qk%Ym7WmIt!#-ff7KiZYJ+aNfUQ&MWu8z{%(8dp0W&N`-b( zo0z~#O(Oj9HLOpFibLF2_k3$88+;)1PH)Z_BZaq!UYsiuvy6C4xyQ3yUa&`JoK>pACEu)k#f(LV9P#0v?kqc)pZc^c^E42005R6 z2xkp?_@9U;x`A+z(3f7*XD<7-nYoivs;YZEi*vx?0PnhJ=Q0;ZZ$XH!{#7zrB*C4ONO}uta0h9R>z3IUSIIAgN@(i#y8UjZrfi_q z-rnYXcriE4ZT6>VFX*THU%a_s?}>$Nt$&6ES4~b^6F=4{w$>Od%Cw^#^+E9U)2F>uU_hJ%O-hKYu1P6$HyC#hrBa8Gz9sBz} z2#JVUpcPg|^ z6~-GC4%b2M6_~~HBs03@KfqV*5#n6@TJcyZ?<9-=j-W!Dgu6KME2N}D1HzxFm^-Wdp>I4 z-e)gfY$f^}Vhlsv(tV$fuA5=o)MZZdB-kAc!K56B4|j!I2_R2 z>8Avf&*@i4c{F2GiDvz=TOS@7M3oaauUT*9vAS+tqS3>%!wQCX>vk$|zYCf;?BmeC zqC*w;HO3rPa&oir9Q4o{Uc6atP8yn~G&(@_wr%~eJ`I?ff(QdWz1*yn2Sc~jjs#I? zR~d8U$jl&%Hhg&rT7i)py5_x7-_S^lg`J7&v{7$;bH45AlIeVh;Nzw>5>^#?_AI@5 z2UsEx06ZkTZO8AkKX~HA9_~{e+b1Da9V(!09<^(%jkn!6ObzF)C^FBT>jgmJqT6uh zcd!YASv^8W@9om2jWW%J#`(vOAG^~ptjtf&Jhz#)iHVCG$zJRq6Mc<=fjgkwoxkR_ z=Bv_Xc+Kv!NH;wAJQ4%g%ydBI4x0U1*Mu%+0g}y7yXTjQZLWf|>a<@bVn@ZX%n|26 zna)=;)t=jN^p>{Z@*{hg;i(08T=NAuEl^I@Kkm3ZkPYK!G{eN0dhp4l1DR67B zS`jXRa5UozEGlw*`Rdh4?&&Y>oSR*yp;GwXd@){zm;ah3PhZ>-J{s&G5X}!&d8(*P6R^pXatG&mhR*nz zgQL7mhD_kY7ahB3f6cj(=+YW33hnF^=Jyy{#tfG=(v*IP%eY>Y>F-3E)%Q&DFa{PI zL(rFR5C2}<@?Y%o+yNuqs#*b?5XK=Bi$ss6;fx6RHmy$k6_?syQujATp4t}vjpQgf z^UCTOaWc~4OT37my7u0{Ko8g@>i-T}fh8y3euu%3xGHqMO>&+LppU%u>Q#uQn%F;V zH--%+C@nt|UKS5N1#I%OM?$RA_2IVZ-7ps;F2F#4@=&IoK3z|hEoS*91DzXP6L^r5 zzk&Gnfqa8@uevY^Jr6k;^@!%3xAQsYB)f1vwta>C31%OQiqPeTWR7@|oo#UT_7qsR zzi}+WhM}X6S?IQk-wZI{?vae0dG!|rK#cEQy+Zlns9{n`a+K%@onbdwej44v#!nO; zz4swdjwU-yZxtOoG19djJrhJk*%r;9%zjw>kqKQMpW7^Q)j41ja66}{#o6K_pkX$d zFrf*1o^ptQqs+R+VbgG75>?c7@L&y2q-D={{1~&0`^Sev6KOArBTb3nB8IXR*C=_& ztp$1wsyDr8yN#uT)r1LYoLzRCX|dQ#7DbF6ap*RQXb7NKRm4cCwnnsCDW zmO4M80&Y8IJS9aOmYCyBH!i~fC-dDTN#gXR6T4|YZqZE8Itb?0ub-qzH7R1BA;Of* zA5%6E%|ZG<12#KlTf!n9>08i(zXUkVi0Y>xI5G=RKf+8s@D+`dfO9K0%-T5x(z9tJ z^Sa|lj`(wdhk@f$`;bJDPUGsDI%p{etE@{fop*@h=QG6((Dv`Qr0>>Kr`}QPD+)+V z+I+@`A2MMYr0S-TGvD;T%&opR{?>zib@X=zz|~I~H`StbedShGW1k(El`sr$uk)m{ zHgOaA|6~qqlW%8Eor<2~ zL@`387t*>(>sja-?(mKFp9MN2YC&54E>+)&?7(9s!>>4X&EbeaD{q-t8w{Ge|KP!s zNP|n>Bn_#4MKMmz!y%_eUXt{zPwmFsZBDmgire}zPDxtwL8Xi8mX6sU9IQ2Z^o_tM z`*mBpdUXXq;;K$Z8tSrj@nWlpq09v8LIVNHX~NQ(Phy*gp*wg^Sv_rh5p0oSz28sv zZ)W{mQaxGf(yaPs_$YQb&>?lWAv*t%o4~n;V?3&c-JlnN5=2PeKnl4PuLg5_F909^ z;>uV@4g?QVt@&;Ps=IXbNvXcE4h_AJL2y>F{CQ&&lQ1r8u8G*s94Rv636V!<&*Ozd z8D4&FvKz&;x`xJG&;A@?^rCZvN@}>uIv)_QZo-<{q=3$j7oDxr>he+Z00HH81Z?%^ z!Mx*k)9u~+4$winvGsn`z8XzV9Y=`%4_uLA_aK=_gQd!`c$W(`@WhGcY~+BB!}eVd z2@dM~+InXrFQM`?BS*x;Bh#%$+;>e1_hnt@$=F{!>gMk8p5%_hW zz8)t}I-E2JZ~kBFL#Y%{=-cqWbrfcuF)v?iDKyX8>a}2jh?V^i^Jozc#ub6m+7mv4 za{lGnr_`%)^rGTcAkPZGR04ZC^mZ@NIv*PP_U1jpo}ER|PI}@vNv`0fOD-3RL(vFx zO-{8Zs(0jq;64Tt=$lvVgnWb0U+#7A#6fOp)aJL11baEVoMO zN@@kmYk8oV+W;C#Z1V|Sv+2(oz!y>INiebyNu#mGaulTDJBz4Qs8G2?GxWpJV~pc3 zgZ+K7;S~r%+l?mk_Xz8ok%E3o&vkUvW)0RGYAPArNb|u1MdD7h?+)l0$s>z?-y%Gf z8AqLbmb=gi5CumH(xYD6Ep^hswBNmboAQlYQcFd1=<2r$->*WK`=CfBjquQ19K41q z^W!sM3BA?v8(QFA zb!iAlg)`$@eBbWNDwZfZBH>(8p9TlCm;;BM{A3j${tAfV$(ETun0oXNW?>sNp@gbW zNimkoGb|?N(c_T_ppt_YjQtjoqqGt|mM^7e8VDVY+a2-vex4;=CE`HtM@qXL#A^u? ztJ|~Zf=7_0UFi!=te*_tKr@KmP>PNf?owJkUJV=OQd2bu5Kl53SFQSPHd;O<{nCt0 zvzJxHVj2K^!ARGBM;n7JX6usun>`zYC#pY%%H1JjpS@%Cf?9Zh;Th^{2<|f!7>MQN z3$)o8J^A^j`#0}cIpxy`>}8GVbio~k;GvO$meW60LdZvb5M;~<0sPO33a<`H%|c{F z2`J#sC0eak^f;I`=FkV}NU7}q5o`N{B%CQdy`gJy@ZNcq0%+TjSAOJ;7F<4Z4w4;&Q7o_kaK#9n;^D&A;MFbI|1!AqhwqT(_>=%y$oZF+u(&^zQ^L zUi+_nQs?*I7(-`*X;)%tkjOI;b{-lvZc?Ykw*+Xqa-}P`6x{&GXvJr7dT})W#TE1u z><~oGq+5%3?C#`N=U7C8)6sx}(KY4F82RuP^c&z7f2e+>d3{7yO+dR$5w||(wwKPw z*0v=_^T$fs;}-$TET4S$H@c0+ZFR?Vl^mL={#>Jwj3c+z9{uxR@x6goxk?Hsjp(fo zJxIH_QjRbbgXI7d19Rv9q;VH6M+|a6P45Ep8N}2WK)eKHl6H}e$uhe(o8C^eEuR@r z{W}j4KIfko>PYgqGF$FOa0$+&PV$t9thu~pJR<*Een0H>8K%G}{Mf2`9W0DxSVfmvcHFy?X81t*1}p)$he7J_=ou z@Bf>0B?k}_8NNwn9%3?r`GNGqw{PFxl6~YeoZ&Wefx6qY?c{|>E;sZ=UTU=Fl4a|D ze|XTL;m(y71CBCA6{jG$7RaQgj*bLK8S+?>Ch!(h8X6MKDcyDEv0&nyBa-(==j`8x z%RzXVS8tyV-%|cyh?GiVP&$}JYMEqDp59MY%xI9miZ*9kaTYBmuAeGLXmVx>9!;PA zc=h{bSQP#z(G_e7bkK6w*SW>YRjNnw#@bGw`Pr8iU!4NgQTG)8EwIvKWz;91`jL~G zqg3-Y>}trP5kI-;v&EviXH2aMh8`#>3Ey09d`2-DkTl*Z3361(a(~r|2PDr@tW;0# zF&vj2xmJ!%hFqi7pv>P9h6e6z$nF`jYa4JkS0uhm>^Zq-wZ@(X0E_!G*|}Z! zzYztl9P^M!sVL1RPnmMt>_TThtF$S%MGILE3eH>jHZE|tIST(#v z@xGIDIt?fn&cK)|h9!bC>Aq(x+B6^5`)8A8pA|&y>&rjb_Ka|=pl)Gph)f4~(qFob zUcH)dW14{^RBz=Rpm-~a*r8Yvl0o&0o?zfFs|jXqn6}D{ejQy<>Nug`9Y`t;Y3Y`^ zfkG)4fudz)v7aK(pZB6spm1?b9kbNAqqsw9itTzTN7r#wwH=bpoe+l+Pz1&+HZ2(? zQ+Jv;+Dc*0D;K-g4cldTIn+CHJmB_mPuCp#9Z7aCKxA>xN_!4`g{5&9q0c1 zB};a2xJ{b`+y`SV9x=)G5-AY%r_93Qb2(NJJLzkuFZ4IppTKGM{h7o`0}c` zRA%#N7Dd<%!69ZA1dID$i?0CB2`0EpsV8eBuSd8>Wpladyo@!Q_&vL7+~0*jy8y8^ zJNKz*V>P51*veL@fb9rv(55P|hiE1i5N^5a?jE0v5&)hJR<>KE*y-DE5G(>vd|RBj z`gR?Nu-Nv^mq#Ih9EqijR+4y0T0)AJ_LW9`4r=S^H9`kUN~$?l8SxSFB|?D&!HbB@ zW5jbeGVjtpyyd(t%P)9L3|CV@`%o$vj+%LqPB>t3XO}VdTtq$*shzl`JEo)Ql4qQ} z{y_M3*YbvvVupC=2efM;%S{vp)N_a5hiRQ?sj0+$2Mpka9gAz>k5QGk&x#08)k()k zrizUR-k-|dBEkknH!%9S?t*||ZkBU&h{^k{0Y+iF<5HTh*bblXasB$J3Dtf1rWA1$ zjlvlh7S_l1A}j(e5<{8p`=U%*dg{E&7ME|)7cP8AbXw|P7#ohGT?MEZ9@EU!R7q@p z{9Y`%KDTi-_mXGjq_1051fjtnS@_lcw>KO#NngU6a2hY(pc+jPMvKgb+q2a3k}}II z=flhaGf%@uT^`@|^q_T-3pO#Cxvfascxdk^EverD=SmOks3 zS5ELYAls&yXu!Z6VhPexGe&Q8YhpAoy*CUxju(Q^K>(4FNv=Fx=$j&?vn9S@iy{`- z^=~yjfv_qVF>tOcYbtrE@dl6zij^cIE35iorDEg>10tPR%t{~}zn7OPb5(aPuvxd& zV%#_nnmF*WCk)GDXE;FWas8)qOkm|uCp4LpQ1U0yxNYZ3q%zfPv7@V+iruxT)N`&q z76T2542m@|BJ3EhE+~!}?HkScCy*^&-tu>^+Mf_85;$S`Ps<+m_s)UErzbI;sR7Wy z9iWW%Yqsg`i|x?9{Q#Tyr|%h6J0Js*0*Is2M^hb6PoCX|xq!{ukH-*BAtg2q0CjX* zd`w>sbJ8wr)oO7x0PF z6vYrJYE9a9;xpn-Xc`Sb;x z|MRSWf?x#58eKr=3pm_9@YPdi^G)H^8()q|n~Rg*7iSR2i|8}%R7?MW)S7<(eo(ZCwj zuRlZNQ@~0%MkHPKQ98A#BpkD#5roMw@z*4LOMxf_lzReJ7s}o=avxZM=QS7Qd|~7j|h{A zEL7Mypbto$GBsMrb^X3TiyuqGclz4RFM z5{^AF(CL&a9R+-YF<^?2b5@+{Ca#3q{QD z>2bzRcQ%v}1b| zhz~4Li_Q*9ss8yDhp>mWuH#qfg;|_m@=r64w-scokEvEFQ7+xKCaFq5dO9lh z<1GTF4|PHG`_y86P-7jr0t976w-<+=lK;~uVusDO->^iY?b1|2=shxZ2OE6$jV*+v z+&AQLi>4H{NyxU!vhFC#86~ijkH@2zvIEaEihuql6o@%VLTDsJBg0uL!62+VX~lrS z`y+?CbZInRB~l4~)V-|!7OQ*Vd(8+2I!@^ObhGkVEe!)*KR>(2k#Q}01;6xczj;Ud ztVyj-wmlj6GJLW_iwcJ(eiKLSQ~dv0fY1fwmiuXGJqcZ)tKoG(^;>oI_V3rf#To=1 zvit3JeB`*`+}y(hH-5YRan#3TbFILBz57841L`io6}kL`@q|D2Q@0914Nxb=4*fID zDeD$C5C4O3O@bqe&6zLya*O$+1BVYc;u4*9uX*;jcVbzM-Ekue5?-P=v`2g7RsN!h z`O8q`{)kDW+CxabrPwBwd>P~cjp;YYf3nV8bggID?WD%tJt~eE9#a@@^o9u< zX9`T8E$k4I0+I!m?jx)kd=}8>qM-gY$Av7tbt@K_nMkX80)yw|nDMz>+baRz$}`w` z^s!Y9d?WzI-J`{jZ{$ZDk2v_WQ7tqH$ArWB>IdU0M-g5%;p-ouX9T>+>kL(lxV#fg za72k9LL$8G+z5;2NdM&`~QF+_v|VxBLqq`;$E=%pPtxg6xIH6(}S{j0-vf93YF zJ8U#Zy0A~H4U{S~`pt>l_V=AKW#+UflQG-Sr{AdgJu5hHGA?&^nk0&_c^T-_T37)Z zn2c-eDM1=wLmICL{PQKZK1U#onL^@WH(DV;57%NVu|;E>>j!=}`1IKg>fQg8e8iA% z2FfBTVWtTL)H%j7DEyCQ|qf? z^fQuSI<%yDV8Txm_&=I6(f0F^b>RaW6__ zP)_CfKJ8m*AGj&vl)>Xyzwq8-S{|d+f|K#_S=%0M+qIjIIbE^{c(whR#)Hu4c+g?O z7vrsprN;#;!D^@&xqdCguGl37CZh!AP~>mToBR_M6ML8nZsPo-Pj;{1R5auR-OI`n zS`Rc`8!NXk^+_+l?ZUX90{n@Bo7IvXZY9UXE8sPDgl9*N7QUpKDa6+QQ6&F>B^ zb$0vtr6_mV;*N4b!u|2&T7GUG`5=RQ$H}^N`J@+!g)F3+Q&=iURC$jdtATHb97~vi z3w^0%c(muU+RXVZLRS)D!r8LPpZh`;atZe*&e6<1_`rerY)T=3F|u&%JfZOryoPFb-HmUePMCYTc}2tWHTjb4(DSdn^8A#s^p zE&?Dz5l{(WWKO|Dr2ZSUfS``#!9QCW_%U&Ht>}#)PdK;l@E7JY!!66DM&@cTl1ysT z_!WXtth-;bd4|2cD#0lvo*d1^qu2pRTVKI6z4MBGEf8Z6b|q6F?$98h7!DAQR4dSL zdi$dX4&2GZgjDS}^_6L32mcQ?OV-pjdW+;~}8=Agm`4%ds z*p>T1LetQA*==`+T^m^T3${S~3LG%BT5SH+j8N$~(nSsY$Y{-)p9S%0;1V;Yjnwq| z6kY)#ikOZO9SvB(`7R?ky8B(fONP88U|~esl04*krXGZ=STLi2f=W0SUMu&sOYSYHk!a=tMImJm=@hs559iCAb>g4rmW2~J z8JCrb9DuXT0ZfQK-D$Jbt+%qXThY=r{IPb@OrEO*Bbc;}`eVMM=e5f+{e|*9SF8S_cG_Ic?BFLK7~hIwi2SIQaF^suE5ryeJn z%$7=iXiL99uEE7y8%tY0@6)%hh~y4gL__Yu|4HW(_UV+idQIpR=-K&YR_pQ-nYc`fhmsR~-Y#r8hPtf=zfwh< z!|(jn>y?pC(0p1ts(M-EhtvM7dZp-cbuvo2K2-hhK7RD&??~ukMIU?ihFnk+%1^(U z4%+o2Rk@2m?Bb28{ae^vGVDY#ZEF!zPOmFS6St*ecJTTG!NKp@ha#raddE+pz=2tySp%!(EI%BlE}r$lpODQT6Cd6QRYT|Nnv+p=Qmux=isE~(6^3S z&pE_tUi<(E+0?A0?J|62-#9N{* zKskk@9eb6irGV9GDItXm+vPrgZAER;=$iAVTf^@tCcX*f2%9mi&6}n~OL?m&PPtu2 ziK45k`_?H~lsxSC`A!-Xi2@>NPf+*~|Eu)b;jneB6Nhv^!Vphy&X9y(b;LTHt`tZ~ zYTLzct_?z)?lRMnC22w^^Wm+wCX4kqM}>zQd%TrYIeGO@ zyO(_1dtoHrtI*cwv@64y?1Pe>|Jcn^N@E%W7o(*EpbzQkSnp0oMyddu+$JMj249Fz zfdpUu5o^hZrbNH5`pfO$_y`08%4DN)nf4>PMsg1TRVmSn0xuh`=vKvx8`;0CDt-}l zlW;kIvMBgE4tG{zhQ{)TXRA9^)p30aQp={piS0=j#qSmf2NdOe>#Go8NX>-|%TEAe z`U`nMukU26m{?vxXC-0TyEi5myRjG!3zgQr#lCbznsIhrn63RYWC`V+^=H-c`cBz+AX{_|$@6(mkBNXuWldLH4I} zn(%GhI*Ni;08)ePpaqf$p?X~nR|G3H(~8E~z5h=FogOe+yrSnJ9}w3pRP-*(_ffn`z8o#bUo zC>Nt1UEXLjUR+E7IgY19fb0jP(!W{zBd#w9rZh9iNvz*H>wactDv6_ljv&UP(>?Jf z>*fk&W0jegmN)9s<-|=#U+~^r_wF?YC)K2!jw7MY5-AU)7bK_S3_o!%axhV#z1)i3 zMwz9%9W7>p371TQw8=b#XZ^3?sLoO)SXIIo8Ht`+)VX9m&(K6GFa;@pgVwZMP2gln z69~mO!$7=GQI_8uHd;+cvCj^0uV>=Z0c? z`1L53l7Dqa;{4`vZ0(n0|>#!o@R|hdo)b`R$`3BD`Ul^X;!9KS9QkPO5`1 zCoiQXMbh2}J1)K&(y2|^=6wD%R{-zEf!rWja@<(bFVyq@HJnCwmU2-Z9;GU&^Ltp)J?V`S_ZMNA6Olv)!Q*e@sO1(BZ=uKsDaqacXBa@_!0{ zA1OCzOd&nRfCUow;o-5Y5gL(m4A6*e$1|=(h?#DyvTM6YZ0}4}u>Np(K}7U=z1;O^ z_&>bP+HSV8^jzOnDwG&ft=LBBjnJQYvExQMx&Kj$=~{!K?d z)fMROe`0fPr1FPBC>TIH?LU7eA;)miq&yx-HiH(G_C6El*tC0pw=G-P=bShcO<9qDi-IPpb?A^a*pO>MP%bF6_FqG@ zACHSjiZIZJAm`+L?(g3(*us5TLLi5>Yw6PS8FK50A|7C*A1-5&Y622EU0T*>MZ1$H&#>{iqJk&?2BVg?1kN+S&VSb~T<`Uenz_C&te6iBPM_xxagb%}pj1mqDJGfV zu&I z<>lp1xG!PEB;cxsK?og%%0T5IT?XF-dw=7O=_r3&BhF*%nFGheC8&4lQsC%w3>_Ga z^vhNFeOlA%iTYG134|=vzlQJ^P><%Y8v@=@YjKRo5rc|vC?nFx~6V_4qm*p!^4c$V4^yAZ+6ARd~c1)C!1SOPAWdmjurz;=Z z^Le3K(T5K*6{szFaST+n+tFdgCTaIX1qgQ`t^bigoa}OaLB_{8jv~hh=bHXHi~Jh~ z+WQy2Lt4Az)4+S5%_Nc#A@I{z&?7`2q+m24!8?`DEA2QV@eHX)sj8C~HWxgO2vZ8n z-2ibgeVs;no(}uc$hB-E(Dh=bmo8gC9J?ZvZSvF&x)hG6a{8?;%DA~)dH4ldC~;VR zE5!XFJbKZ3j%WxkB%w_d`hNU&@7{PI*x06~uJTrZ1AF%L&ol=*rEV?1HpC`66;L+z z`vqaZiFz4kdl~YOQCO%x7;}8 z_q-M6(N^W>dQ34$-4BH9YOC1!7)Hr{mM^zFIDNvY4j#=C+j zs2Tq+z>jAjP2Hr?l}g};FveSh3X{O;MOe-Y7NR@Jhl|6oTMG%8MGyb?OTr`Qb5Ha| zBVB$-tfd(Dfjrwyo?Y;LT!hVQwjJQ%A%i6?p2fa`lZpunLo=0C1<+#*m&IC5&r*?6 zW!82Pb~D>lPEHgCUBiSkjz76+W)wSU?$$efkO zh4C0f44}kYeJ^AfHI|b@FCHWhS*RoTyyb5wno|k-OUdeQM|P;F7BVw;{24LeaDbDd zP5hySPo94bFaG{LCUoqTRRyB~ZKb3oixW}jOHvUK&iiu+56-iS*BoJ>GtnyMK~~nz z%jSR2e3hI}M8Y0w;f9_=9F@8Cz+O?#5N6PpH04nkzC8J>1M2M`+}Pw^n8lLNX`{TAtYo;JH<1B1lc`K z|8d2MdwnGVYsq-YpMh$Yu+7|lKqT)o`#%22Pn`49aokJfuU5Q>#>XF;vcn zh?z-HzTO9bFFAqF$paGHq2?#n?$X!8~ zIP!XnsOV`Yf~Qbjag-f$FpXJ;c7u|1MgBI>R~iEmmBUJ<%fMR1TMIW={+5j6yU;N0 zTc16@tbS$2a)cvnKwpqzy^b46diau;*hGR>fo8Z(TlVja2#;3pCo@;(gGR^};v*eB zdekMN87;Y}1t~ZA7eljC)^(#mlLxhW_6l zNet@~LP>2*`Ge-dhZFv0wv(++kRXu8Vb<^FNRA=>?dH*v(MsO}sBRNeU&5=YjHoyl z{QLV;q5}AKlC1zjg*$#iYUaf8<8Lv$V>?+K$itM;_xYlg;c}$86t`hkmF2i`G;*jw z?xIfdf?ntTfX4DPU!GM^z~_`g!n@BT`X^5uI@8YErG9qQ3Cf(eYSkX9hLfECLaY&t z1hDcfbrT|a!Vp$hmN}ufa37Y#iR_Ie3G_l@WhpHIiFU3pJmny=Dmt!;hRsU0W$oF; z)0C5)!xdpr8cSftr!6L`GXbJG+U}|t9%+_MW05~lL6~oGHqR-*9Dv56Ro-LrX*+{= z#Uu2CGm%JQ2aZt;7_=xWqz563H<)lhqImz=iSgqg)6Q|&lxt*OxopYRKv zfNq2}8@$x_n#-FFm^TS8|MG^S)ts6u@X#SYm{4S-Q&LrbRb#)p%S#oVD^Ql7y4kM4 zmQ!MDV)nM=>>4YxK8*uF8u{q`@BVq ze8Wt94q4$uxBwpLaQvwvtfI2HQT=U%!oQ|tuH9Um(RthS zUM(Y=4eymyrx$knv&X)aD&NU$6ok~rhxy4` z8}uzyq|x?<^9kq^n=-WfEsGtD_#z(HP*WQurxDLje|rS=!uq_E=}+(6B2-1Nqx5=- zO^Ruo_Z~i+JFjw_$)6L5PuN^qIyxV&UzTAOy|#tzmY54prAhUb6l6fm&W3kx-=;i@ zw{phV3D;p~wx7utG@k7D{=mIv$xpoZt^8Hea95vv`X~>og_!ewKpyEFeb^&xGPJUX z4>_&-_J=}Pf8e+qUKTf+-p8Fl%}oWO|6V2e^=iJea9uJZ7^GYD+0)hvEGYvx-e~`@ zc^$NLtYV7PeyDDdsRHrGUR)D3Ow@TYJ)FdO+1sK*J3D1&-*IKMxM{R@eDT|8P(6@a z72~g+ z2A;Pb&{rJZpyLSXi5XdduRuylAUyCB2%TKl&n>kW59kepuAy)DczLI2?tdaTnoIYc z+t>LYx42A+$gMlm>mov2vm?^%$$Vo(KnnZr#Q1nLqr)eo+K zBuap}w93FiUAFvCY%)#!b{z7e!|n8sZy+7mTaJsNWZiLZNs5&;m%x+Y&w{ux!YV+f zH`Dhqpx}+Z!e0Ot!5$ce*kChpoO1A5EgUylC<0FSzof3r_@I#}f?Ue=6oZa*l`7OT z|0i&Kd1Z|@EJ8ydLy-VH@IXZ*#F~_U1j~xg>g%`ssNp*~4qFc7edWjdt4q zII#I^0m}ha=!t|hl(=@V6$u?k)zL-nJ90$ELAUE?H;5DL*{$&R&p-|wio9U?q&G;A z_zR{N%;#8YykW85(a;Spor+8`<+L83MD7dk#BR0F67U+SbTuv;D4OJfur2A=f53+J z&s3VJHKDi-lQ4I%M&jSTC4072`<)qCeYtid7&eXvbuTP1Oc+qe{0kQr_ zVkt^kvv%&w0FMQTq3wGq;;fcjPEPMD;Ez)PC`;%3(JKw=XKmc5d;XUH8g}dhq6uOK z``g}sB?LWvji7}JKbGBrM4`g*kns(%v3tknpjs30KFYu6z2YYvTR5|`B+g^GBBibc z;M>Tr>Y$y}T?0ndAAa@(jv(r9tDJ%tHPtc!8&c2A8t7LXlm8p3LScXXsj7xXt!#4T|@>JV5T^M+3YftpGOFs1sF;uQd|u7Pq{3Ppglb z&0OLYyw%>u#uL<|foJH2=n$=0oWJ!bH#tbA-EiP)CL?%S`ww5f1jO8^^1r+!1Qw4Y z5P5FO;K~Z4o(Hss4Qofi_+QhV1uQ$9mBpSspVsV+q3wuOFJl!s7O75xZe1lSY{o%N zxJopozzimU9$*^(H~B$g-s#hS++7dC-+81_8yrzqf5_Ty+F@0vkco})opp@8~GA3 z6P&1`I?NKYwYK~M0buRBO$R-sJs0mLFHR%@B=SivHRE}Wrbovu3-I%ENAfaah+8nc zkSK~{{uObjNTKcFp~#gj^E>eMixODB{>iX_!&TRo-)lL2)q;aon`#J(6*c}I$A(KA zrJ(1VkC~tNB_Wgv>5}mybfKsouu|+>@AR6`AaH4G)-$hOR84=5&tb4L0rTKNaN2hm z_UXx0FGms4<>_!QTz{F`y44k*l{tINx=o!njcMXOADy3FjiUnx->KhZrNN-lq9@_E zN%rJ0XXh;knTs?aY`{^;wA3-`SZkFuQ!nHh;!W0BMn@1Fz*{jsTVIzTc02k8ktjj z)o0QOgSHLSazo)P`Ez6m zojx%xa|dOaR-Znq9LsmP1CMm;Ax9<6W%7o#@U%@i&6jsRwLu^P(*Fe1R7kAuBlB#I z4h?)W#%(&IeD+8kPb4ZGW>+s!Bl5gfT>3{CPQ?iAn}$^QsaZ|Wg=midGknV4&I-cE z|Cf5=&LQ?5z$>{tr-#L)f}JoG|5g~G9|DGes&O9hg8UNat9hg5|X^L>#&a{ zSP2?Hf9%Um-amY)xXSHUcHKz|9+MArD*TUxOtziAcPp!ub9aH$yo(7>8ATGyptWc@LsY5R)qh_V+Mg_M(Mcc@>}2hWCA*v^gtoAZG{HsX*#^re5# zO8Wsdku?2vwSUG)S|I9pndJp9qecov)~`)CRoG$PEIjcc@e%8zQhBmC`@(4RF@5_s zr{+fxCek@h{eDp4({pT-fb)qym!u2?Z9@J^>rPdCc<3m%N3`frh4;em#>6kFPBNXk zF5w<%)=q$fFnGSPFVB{507eq0+WKLqW_Sz5xlWZw|2S%DFAlhYPj}u}N8#;dr@v6^ zDqzxI>^CxQ49r-}XfF{eAg=?vjk3PR}(m15>2letjpsy!O(Ea&DuO|FViBS(x{bZD*s2g~em{Fn(kE zbq{r~LZ&!_W{9;Rc~Fsq8=Ow&hZMtyIu#}8<+mD6|&ynj;?nOy;oF{jj$s&otRBeVft5$2O_l#&PnhSw-Ubm{!m2d;Tc= zvXUT|8`ej1!C0*)IgA3{T8A~Ho}4k za~bFn)6-%M%PPMjxsTB%e+nCL{$qpO!v2IH_UhH)v{=UpV3Gl+gY#-)Rvy0CV!ZCp zZ${(hUDvT*bhLC>X3JKGMFULk1%fy3QT4oh;$gzZVhV?NJPZTmTf{I z0eOw!U&5jbYcEQ8uIUjYk|vjp?Hn^aa|~;WT6^TNBUM|?mne^AF9Fph*ceq>P2`Ye zBF_w^Uy!kFN#&#EBqPWdR#oxss+EF4AX3$_AZ&6MLa>wMOwqv?E-@YC{UNWBi=M?8 za=9rc_qS1hjz2W87zM8;p>ZFlNHhhZelmUQ1Ogu!Y9r%25}GvVt+;x_hPxasWFjw8uw1&dCx;dG3V{tME-|m2r1Tq^{^7gY zP~o?jok{-;7g0|ls4`*u{o%R_*(2NZ+-l$?WOxJ@H-tV1VPiA{I{kWW`$`{aM#b9U zU#C*Fngg2;6zC5AQ_X#F2UYT+!cJt+>@H-11W@XVc^)Xalbl#iPIr2BslW8(B~i7G z0mM_GfyU&!V8QKQZo{$j!CD;-ZvR~8Fipdw$oq;|gEhi`V;0nE<=cNvA2pU9hCVccb@=pDA+epbcHj)WEHR?=YO-?ivCx~Y^rPJ9#wrrQ zIpPL=e`dVKc*pGC&EIhTKQnH*^Nz422s~4c^yY^|AysMIZ7By$uM=mKqJY-OzDtc? zUD6SywE_~CBS#Dt%^{sd5Ex{P+;!y1xA0PpOWS+8cg0sPKG8+b=(N+z`E1D$ql`M~RyNh`c@x!g+K3Nsd*{lH!VMzPhf1I7kdf(3i#d00Czlz~9D4!_0sp3{ zolO1N@L|`MGNOxEJl51|MiKK6#sU3%i&`TzB3$C!VbfpB#hq zT*iv5*!!s=xO+1?g~Cq(GJA`iCwA!Gd+3n+;ajxtu(`6_zC`gVbm77O3@ZEk0dGX14}_TcxXY`rwO!O~ZYNJolm@dV6H2Ht^m zOLVU7OzM1)T-jbJkXpplJaMcnIcHjd2rK8poSlNfuss{!DyqAE`ZL!CW$Jr%m-R73 zr%VsadidD~)fJ*C!Yv*gtzWg09zx^Ww{QBJ2LO%$ONeeR<~0xf`uU5KYO5*CeAs59 zNeQyi-YTLXS!PF6$}lV;BL#s@R}Z-+uT!=!XR-c2UKOI!wu~wo?uD z>b%8^{TRQjA{RPGuXshk!pO(*>||cyqC0GS`V-(O)!l_I?M{}3&e;E}cFBhH$jK*( z(jY}4N@tusSS_94eCk#J`P=9qau1y;AbClO_e-k^b|agW$QsHznba6#d5J4RO0Z%_ z=Qo`=JW<}-`B6Pec1bj2h>ngiM%p&aU$%`>KZ;6s!s$? zC?7g3*PKhB@E6e)GB|3w=D<>`%UrnkRfSfggrxCsEhm4mH6dc5^OPA*bA9u{KP!Rz zJMb~wmSyZf>oGt}=5&iA8iHdpRIKI2eZNs_hAx_iS5V~RAV(nYf(24;`L)Bj_^PsC^SC@G1J9_lKwr+`1 zEr*p%A=yW!a?h|`69)Jw)^GS0Uyl(C$moAROlaZeQ}HSM zJ=}(m?Trg#XTabFRd1>cl4|t~%=aEQyU=Cy7C&H3?kGtJfYm-fAtE{d0Jj2+;hC-h z*Acg%kUCv%%bVjoj9-^AB6xpx`1_=6Nj<-V?CZ#Vt;!xJUAGNNI6Exzdvdlt#Td~Q zof&P~6nukG!(-%E3s{3E-Vm%p24dRoeSv|BG6>Dp z_2)fN&CCaP-m2F_y;o`M5hg_CRDPRIm{tReMXrBcbEB^ecA)>KG~SQL#y#Y%n6p#zm@d>^;%_s7q5?YegD+ND09_v`(-@B4W_ z4{l~ho|rgnw&cAQ<_TX3<)mcTAx6y{m++Igf6G-K+)E)VL&z@)ZgzF4|Imdy_KG7N z#Ezqnj8BzOPK8OgwJxJki-8{<0Ss?OJn2)U)Z(6Ktgm5k(yk^b|H&GKuWB@KA`1%0 zv%)!rM|=)^zsj&;Pe{GH@o>yCA|Z!lxZl=pm^sbh!YkvmpP>IWoU*3xTOFWdThmV# zPW{8;Yv&z~I6Zx5;h6Gmp3GLtsF(ZY)S`p@1TnhnU$HQLkXXw;%<3XckWOd;%X;pc zeSf7YX~At<9oDkJ`X5a6GvwVBSL@@SA1xo7Tw5oynv9H_-WHE;sS?IVG&H z{;#T=eP&qaXZieBEB*kQZ%qWL+m8BV26r#+G0F(B@pxfQ<5fcYfg^+rav`Itd?ygYoBip_HPbMEc>-z6|Z*y zv#sEB_%1*q0R?KBT=pitS0m`m)c{-oR~at!S74vJZ((*fOE8o^hV)77lp3pd)K4On zAfaH~^DZGUp`ZC7e3CG{h zELjT2ZZN6l&qHT_eRYpmp)(M2wnQh^(Fw1SeflQ>J}=#Ws&-ll;cjw9qS+20<*@o+ zymBrmj*(wOTT!xX-WtpwE2j8}7rk_4Y?w8g-!-bMbbVg4|C?K->d9GM3vb=-wEgzL z7~4=q^B&`Z*vz?rg0D4L6fZ9Z(2%B+{gTM!eSK-T4X}badT>LK&5uF;N8++hZXW8I zvq&qt9=YXrkbcBDd*rw@Ys9I&=<+unzH|AJ{ZgF@W>~4%0{_!uezPRoCaZ7|qgKAY zLb#LsmP*@7y-XuV4g}>U98m;8fKePsv72cBzWY}1?QMlmmL3{Yz7ESV@ia-Pacfz? zwz&fLRfM=0+1$f`!W@rfurE649WYT9=dk0EkoerjhAA@x4B@v;P-ND0b83u;*|IG! z%-;R+)Qj-0WhR{P2koV3^&wZY0~B(iz_dtoY?vYZ?cDKN;6n%|ETF!{r}2(UuR5_g zW<0JsMV(%PC4hHzuIZ!XroaAr=^RqME99K_h>;R8rvPuS*Sd`H^!0fO}kq}=YtJRf&&Rvp?fC3R_z-i0J9MI4ar6qzH~{ z_2*IBxASGs(%fu0h>5t#^K^N=@U9uE8@nGgHs^Ep!0RBY`+A)8{ipT42c|PM1YV@n(Z5QbsJ+Bf947(YT%|}N5wmkS; zW`bl*L+=zn#tDw)e4iD=ZmL`;UEm6Wr-JPgQJ+~}nqyu5Sm)(qXwgI>_F+QQR`h>3{E>+oO0VZ##VNOmAhu#W_1TfWnWpCWcvTOSMF}FM9+XJnU8p03;+#Go z{Ht{?!0mVOK|lOIGRc+j^@ATP%uAzgshsmaYt!`q(Rk|AjWw|sOWt`HFMEf#SIkC5 z*Y=iI+d8ZJ@#YDdrgLwLeE~)>c(Dt-Z#l9+RXl5{4o`Dl#x>jNm8dVMH?Cq~hT2UK z0Y0ZeA1*ebr0UhIRBQXy?v1_u{HTQ>M!ywhE5qB6S#QuP@D*%etNt9?5$#u4$`p z6hu;EE2}-he_OJoWgOQVc&Pp>P8Ij>tXYW(p%w49tbPVh^Lu2SOK4Ou@}1*-yvC(7 zZA-G6kQw(lPnc^@MqBS0!U{$92aFB(()cj7U^ zwp4tN0G;>r@ikA-^UhCM^``(iQ>4$0(!9QDtEzB;KTmSB~G(v-zK=-)}nUTMS zave^EdQEI08EoCR65Dg^e7;Kr2_4D?>TTX5hO&~3waW0&s=F`+FL6cks%pJDT3G+u zf{&(6YZ%BCG#38sSmslS;bY{RsiCQP%?$t0g^cJ;?0?J zIQ4rJ-lg0EDc$bmiMg1s&+5#uzd)C0thhw`xRvh+qw|RRNlX0voWbn!0_xvwefDe^ z{kp`Y;aj1{Juy@_$_cF-pT&gl1;3-+EI@TRv65*>1ccg<2!(Nkka3gg3?2q>PdsG(T?aOsm;(<)PFFAa9X# zVFqowfnDx0*3>4JmdPj`b+F6nD4@^>(!d1L6SQGmCvkF&!WB1fnsKKTpF0KED+KfC zJK5!!n3=^AsfozfL6xPhOr`2QhONj z)g@7m&1E`>nhA$kTw(-hgR2rDmeCZs6JL`EzLlQ+`03LUG?|{CzlUdvSlf;g7C<&A zlu8L0g(`b&dEm_BaSDa{Zz_A+`3w>!j6n_TG}7twBD9r|mhIUXZ3RX-Gc9xnf)8{l zI!fP*0~AF8hOZ`0%|5(t06Chhpc^<8#lTZsbh&sz27=Q_I^TqBq)~j5sT28pP?Q2z zuQuWLC-ydumQfxsuapy~uap-~MQxDqPZAC}QEA~_l)E3f1BC{0+N=U?aY&i zf`rT!hrffReAnr$S-D4!KUDD#@6T0SFEmk zzWA{ncs*Y&@6?I9jbO;UPQ^s2(hpSmuf)D_72@l2v^$<36X38=&gd2;C^PA$a3A?GT3z zVR2xB2Bnw`7KRa?nGzmNZRXUYf?g;5Ic?}wwps-ad;rnzQB7W)E!=fBa$(d~mTkG- z{!3lH4=wDH(UeDi<9OPfd*WVJQ4teg$`V0bd*amr2nR~T0GInqcXzjozsUar^BbV) zotCk2_h`4#LJv+h&A4;d*|jV(_lj5j{s)D!!8kGT_^{npixwvQ#%M+D2eMG)ug`{) zJ8;q}Mr-Qe z{jQbPuo63+$FF&_-7|M?MG#RLSJKJtvjfYZtwn@z@Z^Oz)%V>WB`h4kdqjw7U$RxB z8CFmOf4Y16>(A9m9aC4B6DS| zH$vHP))oqzILoi~bLP!DJwiTE--Eq6bpOR;*WH}IdLyhI*$1*q?2&Kc2M(s7K^N{_ z>QYwqV%^O3#db*sdHzUh3awLq-H%N^8gJH&(?4kBdtm*|OP*`ORdYLrKY+iZB%hADY#P>!)hsz`54?Tn# z@PkjZOX@+O+oA9OprYLvlJ45)5y(OV^mFcImQh!);^l3>*J`bjn?1?ea5{;mtsNa^ zJvW6hcII9iHEPs**+;Cme-K@tTxr@hykht38m3Jr#vcm()X&%>kA>%^Yh*N=me*cw z&ibFZm8@nD?cO)xvkhO^N90cq4Ws`mE-DJg218HjTh~je#$BRS{qstLwJcd%+uJ>F z-O2Tw8Jn2sC|4D2pt@o#-W1ni7_`wp>XNGqg5tzuSlh9m{rWqK8$=>pds25(eg5qO z?_Un7Z^tDw4vzGevS6*O{_SNc{<;(d2}8XvGM9!TBc*h zjFH|&suTK!w2TY~z&B^fP==?-@>}B}QnIM%Xfr@8;|O!hn{7q;^No{~wXSc>=KP_( zt6$YjxixtVf$U$TEt7^|QuHvITYIy(7;rA#4?n#6^g>Nds$^-NTu~jX-PTsk&M%fR z#A46cr)QLBpP6mzwbuNJi{^tftuJMx5Ago?;>9I(C1*^Wa`+C+Tm9?HzG!EDh&tV` zZ2Q)aTKy!cPHWA!bT_x{o@xbJCWp8*FSuBGjD~|~2ckC}C+t#)-coufDGkW9ixC?H zPfNd6NqOwXr>A}IOzSH<3hn$aoKbGQ-cSE>h+R};nC@w4F0Pj@#XFLvpmK6Droc+O zHPR#f?Qc@3RQ>w`HP4W7!_n@6g}-Ij^)JUyj4Qf(caK=WNHeqbw?7@OsZNyF_WpYQ z!>|H-PIfiok5bZR+5Hz2#EHBihGP=CL(1L|`&Re0cP_GHIptDlFk^gVotu}}CYM#4dMkcucsji?W?ZU%fZ@#RRv-Cniy7lJ&-+DS-takLSr67) zH-C~msi|Sloo#tttNY#D+AD9<(tX*BGar4iV8IAgY?nb(FPlprUOVh)piqqbeE9%~3#b_h| diff --git a/images/rosen_der_logscale.png b/images/rosen_der_logscale.png index e7719930ca643fd59ede4a3adcaceb552cfb7d4b..a1de74ceec3db7aa324da441eebc2dd8c2c4efdb 100644 GIT binary patch literal 46473 zcmeFa2UL|=mo0kCn6(s)fB_T%!2l{CpeW)&L2}NDJ{v){Xerd>b*U0t3EW7|vb8e=oK?scJ)^tkfm{%!v|> zG@?+pP^ia`DqMKd*Y2pHSU){8G$!J)Y;Neah(jLU5z9Fbb>GytlS)0hf7zlm)1U9x z#&hQf1V==uN*mc(2!u1IzUwo7aCM#}yY$pPDS6A2e2a<}AJv_i{#HKjba+weoGMxE zsFwOqhw(Hqc^c&zE^ z=}A%H_P%k$#%|Y}w{I0JEt9k^d{~hC<9)t!xn8ni)l*@fn76K~+)UyU65915a`N)} z$trv{pWm7&Fj6R4a`RO%UF&q$UyVIg9VHuPORL+poLR6gq>7nlqpa*~wvpdB+>6EO zWQo^GWohY3{uoTU#^Sl$c-O%PckhNcbhs*?5g8AUQHcInZ4nT$G$zL`Z-N%vQs`cI z{_VpLG_2{YXRCGQ;9to;A`>SKDxb*uun22tzS$kEU;bdp(xtVNgN1{CzRq%~pu1~i ze`{u}dZu}dOvt6fhYzP&cS};`jvl@E-g!`%-@Hv_&YU^l$HtWJ?T{M5uLJ@|Q=LYQ z?PzsW#TbRVK0ZF2iZS8N1KASWC2rfUcg92AVir zGZWrBeqm-@yLN4Mgw@hzCykf-Z z4ddhEJp;Le4Ov!Q_x=69*#4?{cB(#9e5oIgrrPu8&z(lzNu-;#W|V6gm^3D6(i#(k zjO%0AMMXsyELzk{-Z)$(niwYGBY1OWr1p&6VE$N)Mz;0$(NV<<7qW631`|em8(Uv) z7P3FRX2)rnT>E~7XOfJL&d#x7o=a$L*{N<5J(1-(JO))y>qmNO>*G}SFIc!R#>FH^;ybH-!S1`vsJLONq-De8@_%%LUpYQB| zNsT7UR3X~8Ax<@n+@9OiM5&1Ri4#{h9yE{ZD)Z?jivu%iH!)(=-;#dH=1XP$4c>w% z>+UyH!LhGrH8h@le)}lw&Ye|uJvHK6w{C68bx2f-QweFcDAdG|_=b15&uErhT`vFl zfLUF%{7%2!>Poo|gAE5eT*BB-JurM1D(=*IaS@Md$D{oQNF|x^5H;$fWX#z>3y%(`Gr`S>srTd*XxL>P(YP6pDw*tN9d4=99EEzS=#@ z@I9TpBaDR@FdTiQHrBXB0unf&ID=?N8 zxOl<0;-&r$bEX?NS>);BzwLW!N)v>4@2=ohPI!V3+OTe&Lj`T7^YTib*aFqm^N+6T zK0I4?+pa}hrF@`0*USt%hJSg=8XbC$ywsvF#X^r@!GM@mQNuK)aS?^)CSvfIr2 zFJHQJ8pGi=IGEn3wI46v&2*!EulGLvH*0bKHdxOqTqC6e_t{umn+7c{%*D+H;C-o^ z9tQ4e@9QD?hdwtfWvRfAd*2mtwgzw?CtmPwxeT*AEgM zefhBNu&A0_rhfez`TW>I(sz0|Xy%aVm#(g^YNbP6Cwy;j76{F@`4VH*_0nm)+rR%M z_P9w~mK9QWkjwY$C2ndNrqNG@ombG=_edFO7+It zcWY$HG&eUp(V`=58#Nu8`%RjXbTc+MmdgHY5H%RPn3$NTIf*r>zy9ib_Zim(^XE6+ zN>|~|!9$t`&6_u`e;`aOBqYS?*H9UP-2p`T!O(PsQbSr@G}%NXvgRIKtH#ZgKiZ(a zZ`rZo&lNUJ83Aq3+pIFfGOuEumj z9Q!0Cz4YZvT5Mv0Ty2C@eZ2ZXe45g3wKPixEzFsLx;p39tZT#&FrbibT)&ouWuUqvLTZy&Mr?E;_1+GD&90DR zUTm+8F38_szUjcLJc}xl-;{v3#>qr?~fn9Qft>7Zu9(c>Y%jX81q^;`Veg|noH?qvY+Pm zAJ#W8;5u|j<>}Mg?uy?=Mij=scayNE-Wuj35@S&~rL<`~`^r&>1vy&62sOZc#gB}fg`wX^dy;5)K$w1A= z7?mg!*S(&pSKe-8TIUe)Ee|R9Q(B?iGf5K9Qc_aZu3BaJx>rUacYl41Vl8jsuh1)3 z=DUuyJ4}2p=VhlNB-bN%#I4hIk*&$Ldl7E4Kgzp{%%DGy=BF=TB7gL^#-6VT;MB}X z<7T?y>+4HELHFm+TDGiMt+$zlyq6_;PYkeW+RD09C^Fv}fTXiL183IPk7H|xA#>u! zwXq-UT}cl7P~ye7e!XGi`;cRc?7mhX6%Y_WMhF_|&+ITpa-uaQhaE6)i^{RomK`E)>8&Rw=~Lhp?~FE3TP11)7C7eKI5FQ7ryF$n}RRvylB;a~D9@_GMY$zFC@e6liYPup#3> zEuY_=JHhelnM_cR$!Jk1OsSG}Yt-$#VV1u$5;Q zFYlQu;jt$Vc(oJa;<)Q$mCp?34d2ELeWuk=DC}%IcAQwcj;HR@f~B@)%nnh&8i=7- zQt36dwWFWzo#EWEyBS-5dU#Os5snDV3^-_!K=5g1yZz&a1kG5oQLx_Lz47DHPu7^2 zajtx{UxL-;+eH#f@i|eZ%_%L}Hjzxb)!2~sOUueyUy4kP)T-q>rHf4eJd0rc^@A6y z(#ez8ehhXbhKI8uUn^ribJ&bJi!M41WPhnk(mf{pqv`DT@84@M#%XrFN`zzFVA{>u zFuGa9CF_92`?#_9&S&r&Ia}K_v17+Z5zS428q{*_;}J%}Nc=F%JYTVqDuR#sNxw|8-H?7^Zi zKVV$K_S_D{`fHN?fj#C`UK&nf-;;pHI2(g_RY0QJzud8@muEsk7moV#f$e6ygHoO z;kJLxZ@--es7cVst})L8Zo>rDo^``w|C~Se-sAz7awWH7%zag`s8l4U&rQi^D-iUW zZ|%lxl$4ZI2-?v!zWEV4^Ci8wJR#(foPWERSHzkF{o|;4HjIjUKd9;-~ z1HfFX@$9;UNfO%hc(dG6Rj~@O$HGWN#%fF8Sw!(rXEM?Gkka3jd`!ZJMG;|0LlbQK zU_R(1EokOfWSmm3{_f9i0x7AfScbcD5kvT$MhyGgbCrP|4X*h1x1Rc9&!_-m1qyxSZ= z@AS@|<+uGR0|a-!ZWrjm@ULF&8DG$6AO!VolV_+@*=Le|BQMsR`Rb>v^^TBJ?0xnf zJ7Uz*jU`W>$D9qD&E(wRlj|-AFxi4ot-^e{05W#*{UZ3VSpdAVZxQf+lEAo4fIrAh7f;Sy^a>@ZbjNmtEK+-!V==>utMkzi9P=O@DC5snZ z*HZD#EMcpF*+0n}jse%W$_aciacrIZy zwP?FrnO~U$lKSTL>vzi9u8MI7SI?nX=3@vr_wF6??J6!VP6ILNm01l2ov=Xe+GCk$ zxn~4ZQ@=DMa=iHx`*t~~tBqkS+w%W;)Xd+|P? zm}oh6uOG!32>PddW0VsUE?v5$H|PK?>wW81{sHm1idr$_J+JJ<jpHjL?rYz5NinXoDS~WJG z=Y{aarB-J;UD{R-oJEkqN2E`Qct2h_r(yTo#zy7r?Ccf&2!a`-+SiLIapvtg&@J-F z#O8s8AR8`2uS7AeIlt`z;1^s%c;Q*(*rdJ~=YaFEIfWbW4OmpWXA zZy_2$L+OAfHE&*hICYI(e~aR=tIOVj@yFxJ#`t?ns)5h>$|sKX{HFu>UO%h4T=wEc zR$r6lnZFJj9{UjM*yY~R7cV#f0>J5HfaYV%k1pPKx|UB#wrC z=9AiRH3VEAkxdF%Um5ydV_UY3-=jy-h_fbjQL@Gz1yhWyx!)F*;TNjatH=|{eEcaq z^0{nT++zhbHML|q_5Ag7Xrri`%VK572l%qoXGrRlgNS6Qa-4;tv3tvwBdb@hPT-k` zzZK1FD-yeY-N#26bJqXp(^3-au!QZ8>QgL@S~D$nzQCHYw86OHTUAvxfoB2xP0CXC z&vG}i)>Y;O2stFs8seSv-^}&6(UM~qiy-xg88Omwp3dqq^+j`-G!n2dxKkF#tdSGn_76%U)ZSz@QQCh8Ed;;9J=#WIQBws z%%Np2MPlkjTxyI8HK{5uKc)ZXzLnjEgMN%$N>PygHtyBCf@u4JX6?6&pVtN>Ez= zeJ$e;KC>2u)(kUw1dl`m)lxZyikV+uL>bqt34?N`^~IZ9xU=Di$AZi+>pFMNY;jli z|DbT&I-zG8cyZJuN7UgQaIz>bf=p~nx`}p`uXlV@z~#%A88>fs35+EZ;i10BV(WbK zJw`@G(EH?|TVt)CZFKnli3+-|3?hy+;-}d`L{cy`KVEGu@F9HsgM}+u;`;hbBg>jW zR3^p-6M+S=D|dn90t3{4eHYgMa#rsaYL^&%pAWs;)NThGTNF@%Z+LU60d(=E>9x^47;wMIWwo@U+r^b%|8ip#rqA~AV%de@i4q9!bk9ltY zf$_=7SmZDQK*Mc1nosfOhXd)pE-RC8XtVMXnfW!mtv6XM-uw1#CF~CuS69VEE#ds3 zmz$8BxEjXEs2AP3wn3$6`3^)>R=1xaIrjZA5Wq~3)W3iGc84t=LfS-^k0|tP!%QtD zJ-tvo9Jy2JK*4B;C@p!8so=4@NmAamYu6G6hNN3(faT|{JRA(EG~KB7gl3NIyJ-2y zH2rcWWHKNbU3-2_)Bece$; zCgYIUBgmyek`O-HbL?ud`0CS)GYF?ZER)7XGjB;rO3GpM31=z2v5srcp6Z5!&Ob~`OG}NA%bkD`*{M*TX)Woo zkVZxzq<+OeX|d0;_WM_gCW?XB$f~G3++D;uu>D?yQ4Elgpw-7KpDP1R97K1kBpo3& z7b0*YQ?zgWNs>BBJ9glFO)XEIXuDM7m55Y_Xq5jo*?E-4Udv}TM+w!S8;Uj|-~qiL zU$rO$n3+L>Q^xO!I&i?Og+oA~nJIkq>$_uMrVU_j(GY5CGAiO!Q~699xCt4;Gd<1A z&o^`RoYRf6K`dlMZ6#Ow+I(xA{>C_+ldIfSd)m|FG6MJcns6%ev@OEpS_7X7DoNIw z9_&;IPZ@;7VKvD6aVa;LB<4pfVdOM?pXX@b6><8}HtNJ!;f&cjE$WxzN08f$@P`bF z38Zc!{R=t_^sUmO%3;|j{`?gl+ITnTA%>pjBRVYuLcv^IO^70tKY45G6yJOIFzZ~o z)40)APi5bcxBIJJ8K)a#efTd+N>IXH=GQHrpPPYI#l^!TUFO5u2)(QS{6!*@Bb+uu z)$h-Ebl5Q^FE0;O8rEi9g%9is;YJD{N5nQt(e7uK#V>$1*D^A8)2wAKL4G=jvfB6I z;Tyv5TU*tG+$N$)F%5Tt07S|p3Z>qR{V$(|hrdD&L7~WUBTIL8cMp&%QTCcs^hayY zh*Ev0hkV>M+81jcLr%ZLhR3WlatBqxV`01Q@S>DApYOJTXGSwKG&HlPl~09DCNzB#09y(tE^MMv5b7O z`MEsLRaqBrZ8|7TLet{K@32TBP^}TXxl2CcCO8Ttn@ihfpasSvZ2C^~enSS(PVPM< zYAVo??zAF*&sPDlW=MEjg0}O=?9Wp-2N+T`TYj7LDD>66C`z56(x>=Gebq9z30h2}C>j z?YGb~qEiaUbhP*Rxtg!`T6P|xeqrL_eG+Y30L_;M5SrmSP#1j-UVbSft=ATb?*ooGzJ63N1Hjs?gGW^GyT7Wk2redP7o z<=jP54=!$h^rcEZS~mYQK)4!(TE_IZrdYgH_)bv-7JqSLnioHWMnJ~scL{t?T$Z@b3rXh z&IMRxT)lcL#7Xi7NF>U48x4Ru$m)hnLsCa9)&t3(BcqMl2--5JlV^W4ao>fA=^qpn z1lAIcMcc&mW)PUYr1Ww@t`%?Iw@XC*gHEM}MbZGO%SMG#s)W?Yhe{Uv&YdR6oCH&0zdwZlX*c-3 z-CPufL{cbyd23T75!q0PT(WGL0*0K=xQ-(?8UJ02(n36xAY&{uQd@^yHQHj_0XeHDaXJ~kjNX-Dy z1!HLhC7DppJ{!U!%+JyJ!Dv8y;nFevhvHIWl!WTp$omXrTH97C^wh2L%F2dCsiHCs zMq^V)*M3?P?v_8%o_51)US{aW>1DW#$7JWAfWpko%-C{{jHIMJbjFvacMGC}GOFTrUT9dFYiO<@cUVpUzaMJs+6SgXZ#?kKZal)&&C1228tULGSvrN3)8 zt2Qf$O5KLQ>>ZOtv;6J1->?JtU4Jwi7`J65mpnw;G%mifxbf44%zcD3(*=&seISRO zdSG5qwTOa~c40^_@`E3n@VBCQ#29dF5;{#?j-3fvM{aIzIe@~%K7eG-n0pm|NL)3@h~(siECrG8=QM*b$`AId$U zFzz2eel(pNM;!=deZs2BJ36#sO)y3+9$|vUcZJrTn+cwRphK!k?I^7Qe8>YT;GM)` zK_!T^eJ{!+>{L8T(xgj4v0zo=VDVX^=aQ7z4Za471@pvF6fl44YvzJzE#I*3ION8= zz`rC16AiK4pEq;UK}go%SuoYS>T$ESu~9^lR7}ul{vee0cN|7~aNUj4(63(&nGau( zLEkLWegx+Pav@RP`qmAq%( zQp;qpVH)&LY(Ck1r%@ikAH}1I#N7eWZxZ3%j?1U(~m(YK6g=MN5O%`^XgSjAt7}Pa3dl+B5TgJdDrL6TWB~+ zt0yH%LHj-qBrtr)$(n4-c%(VPJk4BGR8*3y5~Ipi!X}VTtWdoTQmEHXV3UxKi`U9m zd;R)#soM74TwJG62d@U=BZ8Cg^v^Cq+pl++xK)B-#?an>{;f=*+Y}oWf^rmb_{7%7 zEMBwY74&X%ZB&*NQ1pdWV1p|6%-GB>Fy1ht+ag30CIfhO9|jx3i7;OiD6VY&VK?$s z7W(UHQ~+o-&u(CSqKstNTLpxRjP(h!CxPmSSZYZ+7YT#LA|d95e%`%%Wv^eqzGTG; zC73dZYDzGxMgHgmCSI+$`}fxpZvngvqFV01hUmp1gyyPh%uV6iGcQ;?HoKa+3GW#-fVdNQ8*tT)&P-uibY% zj&^^R(;oCm^j^iFlAFQP!;ar$5|rVvBJ~moeBV+s)KTt12?VOX-7u=d89!1DssaG8 z_Q7USc5}noOesuY1r)g4jDznll)x3zhtbe@46$D_o(jNGBfquos2Rx5Capn(D{l1$vB^LXqeEzPYL~QCk!*9tImsHR(XTPZdVB z+Sb9HQ82P_l;) z6cW*}b?^DSwK+uXt#T6n>>SMbGBwgy4^L~MYByWMXBf-zocDSp! zd3kwV!7x|sFD7-1&Q2Ww&#I6E78Y3d4eHW`@>F7fc<(l8mfLJZ3g)1n#77e-IO=Y( zI&h!9H(O7~%ycH?Q0` zM?SUAp{L3L9|?wwo9gh{7y~o2$l<>lTH3d(ei4GPg%r}UmUw`a<`xnu3C$&CSKuYHT*u+h z(ZRt-@}0*rZVB7b?vuJKl4?G3nzRWAs(2aZ?X+rQdV<`uPSqK>^w-oBb4#pJJSPhA zj~?wp4U#Gcmknk<4f!{+_u*f;I6D>dQwLpOv|d@;2-uj&G3^;&Iu;S36!kK={rX0p zTGU3|I@U?#=gyZ$JUo9}!^)Z%9K2;#m48{^ofVH1XN0%FWznH;rkvGj2mbBdHi+WS zeLp|Na~_IWKEsWCf*oe4bF1oJ z>PVvd)T!YwRgE@P!aIA~ZpOj3L;RN+R*xP%@(l-9GXnM!Z}?z(EAf=(8H0jy&woU zyK@@$QGAzl_*o5a{YTJywbcYR0OIpOT^STAvZwAf@xiz5)5EN-ts97w zDz^ZcMC$3`>{n(t)C}_vrJt&SLd-nDGs;>*{3qMC6^G=1o6s~~sHO{}Pj1v;3Tm?( z5tzM63`8PH?T4?8USM> z$c!zc`sdCany=e9;RfjIG0F90PqJ>wLUD2N?3~T_w=@*Z)!>F0MX2z{8@x|MitP&W z@(#BaN}M?HhEFQeV#zO5T+=N&L=c^{Z9ktma>N5$@)-)$M(~=hnDU=wDjtS`^(*wM z`p6)+7$C3ywrqLz4AbOM=L;8_Dk`&++^EEe$2^KI(Bo%oE;~7VECGQ=Yb05yr)_S}mqpr8lbyQ# zlu`4*b+RqIDoB)>$k7z zoo*Y_8eHL#P*M&pe+~a(I(GZ11}FZ7D>idbojyM@Fim|^Nk9o4EN3#R#M>7Ef7GCO zPfN;=jEw9T)XKW%43l)NIE}E^w)G?x&Lg!%tY<&i+rj)}5hg(%i9!W8Y81dw4|Hq= z#16C8HthV3hc6@%leN%bo;=C`ccFMZ;8rEuhP;+MB9CLAzm^k~7>bDf8YVB=^yHv2 z!idOZAF0!;p{gmBT=@YOP%KA3vLxXOKtVtgrP~HzrC>nTXvi5vkuv)QjuHuvfbh@G z%jD&dm5ECdBO(j5Qg>zXnze|ZaOOb3J%y5DwfoGZHi4{A{-^b|yU1!p!G_cU5Vr}J z1H}b;BuvVy#RoYEb+l2ef;7l|mJ3nCzsce%eZ zcn;C*;HPad+mCzXH*Jz3QVpPl?dP`}$kbTm4PDi8>S1pcYw>&%Z=evPunUXk^y0;f zC$L)iAxj}jnE=g_f{yppQY^s2_gE;<3P>4-@CpDDOM%dk8AI@h1)KkhJ`lT&8tboGy&DYx%_x|laS?MMT}k}) z(~2qwWdNocewZ&b$XZUb{2+!cEd`;Y0V}Nz8TiIR6=J6=`1SqN6oyj?{t=>K{QP<0 z)@Fee6%#kma^2HZ>N|jx(QbcjTA;&wvP*~wKv~OC9A?&_+J4Y{Qez?xjD5>WJ`6n{ zCLc5NvrLrqsu)3~L`j)cJVCW1uqK7tw3Wl62G4@n5}O@RQz#M_Dc^v>k)DavDiM>+ zpLzHoxRWHvLlJG03VV=9S9j!&<&R&12h=|+T0jI` zuyi;?+Lo4X3SOK`Rb_1UB8#RT$63=YE=;gKO!>s#(6zpRJ;M=7!^E^U9FFBC? z>-F)5&fjK13KU6LvLqks21NAGwprRVC+S`e4Gm2LZ$v1}$$`0#P|4dJ$1L2qKN8Ul zU;m)a{i)Oazw;+gy+?b`UIk-8y=fP!!@oZq=5aOn7!zazv_(g zI*(1qkObMOH`eh!Fbd#FpbMImHpzz<{}3+!^ER~vn^O7*P{g+v_1no$O~)Cq)SfBE~VitQwmp!Ql1p@6}r#_n3I%>^h6)fFvG8$W}(w z54=5z{XGKaNsG^XUxVz-Mn&IKH8y-Sw(PnMdJqN4C6p&2n~>HXD2q%kE-pl<2vbK-BjUc`e2HLq~(#*Lg*;O9ojQm_ZA1_GHNSt{Yp=aTnaN2>@H zEU}ex>AGCnXR|-C*Q#+czL8~6Sp0`_d3;2ayli7~sLdNEf5qa?`C{B{b;N`PSgHU~ zzZ-_oMy*3@6B?{&3tiChCv}xnqlm(Eoh?&6u?I_=0iG%&zx| zlZma#-n|M9yY#0Yyf)=)8zEPQdznPxW6rv*NOfjri1JVqv*M=8W~=52yWu~Aw(YMC z$2MBXig;h0(SPF)hYXK@*k)yaOHCA~@tvCiAJjU<%e|hIUZw~4?rldH@v?_~Q+=lX z;jHqVXpC+Kd_AdZesPWNn4wLG7F_T3T5!``7clfqMTMOq?-M6lZ?ALyDY{xqu{`2o zw-lCU-}bYYJYiyk$^G$G`c*t)SHst~5#27(eR_Wmb=mjB-;v5jGH3z^Jup#Xiyv@RGzRJO9h!)0U1MR+SC3{9dKYLI-zOTEU)|?s%qR&o6mFgXweWOrRxKLw6 zSZ_q&kA*ijC&h(+my}Idj{lBji{3gwUTJ=do+ju&NifL%QKnK?Aj=Sd{Pph@ey;NR zXTeui!z)1|JHC!kKkmMgxq{_CSSC5U+Ts5C_p=2I4r-p~w}zu&%O&az^q|3hJ#*E2 zK_FOi<-gw4pSSmSKV_~8{Ri^~{mlvNvGtrl+E{GL{+E6`fsfe_MU)<|>2>EKshGc3 z?*9v)`#1MeQCq*D^E2Z=@&DQ9+4rvuZh!hD$SXV^EBw_WHpDQygem_`9mOPF7FBSG zh-d*~5FPyV>6^a??6z}%$#qD|l5fMQ_ttLM&_mltzx{*J#f#VcgTe44>BmBlnlTuB z-xU_Ma@0rk@s+k^TQ9EPsxkM9Og6_>bq*#DW5%OvIVA16w=v!bzQ!f`Tz&O?Gv`$; zX`$OB&fGlmMP~u$CGRbql1o*J#g8-mwruY8Ij`q#eSQAk+rgF6N+nWheU(Y$d9LF% zZz~55KR)eSk=ilnKq+eANTS~pMaN_<>14)N68{o<;Gs~OHZJ(R8Qt{O+}Zt2$vE*x z%25v^z72eN#LNES4g9;yr8C6N+hUvDZVnRqs@wW?x3wxW-Cwv$Z&}G5-Syuu99EJz z>LIJMRR{Rs{-Z}mcJy_1OO&u8v7&SO`n&e;ucfW0 zkLW5zA)Rdp4=PJX*3u3!Y>7apBl-HDn67^ug#Y@3|L+#lmu}c}h|C1WZwniO2`c|e z60=V^di+ZL980S#G(MAZ2aB}V4`;KNvAC4_AWOWv(8W}|sK@~46 z|6s|nYZsL`vQXxYziqFCnuSx>t%F2?LH~X)%>50F${HakAshqPNfBhBUx&eJt;*3m zK|zU6o@^#|!IlEoTw`NnS{o5O;c6iD#~cWW^%-XBH+-Kq!{|gzc2K@%GPn}5#E3rT z8BM>`5!dG%RpyM4y8i=pb6G-54JtR|HhN%BtAm*jGPH#ej7y|k^VH=#mGo62|BzSO zmha9qgnlDBkp&}QH6#G2&!VJTAJRHZ@&a82T8YZU5RD$MwJ2gj3?X$byC1uD?^XnM z3N#xU8bTZP)VmF{*s*fm_N2KS@N3UoxU8C(@U^GE`=dJfTwrW$+{Fnk@O%yf8X&h( zDJkD2n8z?D0RX5Vy?!{FV5P{9Yf2Uz6M|4xvNVKtmWU*&zaTkH3Vp|`vN!ZGP$pvr+#N}f7phqjOzzGCA4 zDIBk`aI-x@AAOJE(zV5uiLKrB(J0D&3me?DVM8>yAl26>z@U8)OpiD!&{ovd!Nkb; z3|=MlWK8&@oWWCSt30Zzb&%DY{D5V%fc=cFZU_*!eanv)Gt^~AEZ~=_K}U;Qbysft zK&>Q?e>uB<`RMi<`lxT&K;jC`bojzyre{Z!WONq1BXwA)yEA2^HH$RaL(NnpE>$#k zlR`J#kXtw$QC-1g*tPtC&N z(cBq_n(j}F4mg;hwp@A;3F!q-AY?Z56EOFrFL3Ln2eZ_u)089W5^0YnXCdIlwh$R& zVF%6m9ANS*Gf^eE*nL5fP8Rm1qNZj%6u$9H$9yfU@mR>4@JWojkNh;xRG+tK#bGlm zVfsz+%tyTnLyDXh8@8oLWggeHgu-bj^wL6vQ-s5!4#kHZUL{+poV#|(!pwnAh~TBx zaS#Dsbq)QDWZ;3g1Fn3JP3qyEqu8^=z(!ODGK8?WVu6#22pV=H`}+E34$ZrfMIIXY#;4S`w@8+C=(F(B}IXuO{+5Aj)lItgrj z%9ogLr5^1QN0~yIO1++A+Y<_T3azJF>$rah@9vl8a(Uol2ripOCM9doi&kY)7!}0< zY%Pz9#IJW{vmu&+t)Xa1FaR8nm^ zcqUEj%zh4q0=&ib3Ug_TX4NRj@nlV*K)_D*TFKggaFK|*ruvgvcweMNf(bcw1cfMQ z=;SC9-h!WEii(Q9;n03b`za?ES1lgN)Jksl1}B4ymV~0T#fAO~!q{PzhP|=3O+=@N zLi91FXY>U}N!l5)YT-M4GO|!st#_;%@fd=&UVcKCoG3-_*JCvJ`T27``JSqDnuH39 zD8l&S_{DDfT=eI57IMzozSjBbu16;=i%%JigJI8-xGjXl5sLxLAY*B*F)=YCg)@_d zq)&Ch>$%&ZU7~QNR7StsD^V?T*1+LlEf}a&c9gQ$bI&yv^dOSb-bNw&xD1O99x5j% zXAR^)TO5f(x<`pl$}PQ^{&pSSn|N5BYdyk0USej?`kIxQG zYe>!g0+8GV`fF%+_+MU{as=**hAOlhZ<5pRo#E^m58E3n`stWFmZhe-j?5 zKBk6qE-+D5Sw1BnI!keMRa9f1R^kEk_faWt_Qi%ZiJ6{@%W>$JzP>|BTHw&V`1Ctz}+gX1A<-{8OsnTuRe}f0{pH_`)`gzrC6dOg-)kJ=iil{L4&v zsxk+QkS=9Z!-1#bZqEh}%Xd2Sl~&Q6Gw6*)Mj@@0h$Wnd5C2M=0<+gUDmXj9&Y>6` z45T64sU)vLpmcia`ulFA9MQz1@S%YdftQ9dT{q{I*|&YUK9}nn3_6im;U<_{C5c%$ zlx3K7&3P3Zp0P;Fzb`IIRuoB+aAS{>Hf*RGf4+JTRvIP*rdQH$iDR9J-&3$lkpb|` z@Gtj>>y6LM;8BHo-9qGa{sUxZfh6@IlnX@V=}UL)MM>4bvq{m`?a@wat%1-U3m z;MS9vF@Ukr(aG2!5{(40+!*4Y~PRw|=!gDdMx z_FzLEX7Q<)U8S>Dh2h~W)>E6E;Z>o=i%x&~{P|6fts3*9IWN|V%|6n9j~MVj@Zf)! zd;ealu+$=Fy#b7H?%O9v8iMMr=+AmY7z=F}STPi5Iml(US>M>a!s}oD_M5I9MPoDQ z3>y_Enq(s5md-BZBd)~^e<~+R48+Po4CusUiE1>q1W;Y&hOtqnd?(blV9f|^YEmJ+ zLI7bato7)h?J+EIk#R0DU!W#u2rB{%8+XD}6Xa1;<(L9nXn+H91XxHB=L_V3tP)x@ zBSK1m;Jo!XaDn(Mk2?NdJTWNQsIqknYJ~VA`x^$AI#go!4`iaZA3nyD@EO%0__0&r zRVKY>{EpwxxnD<(au0xXUtAf4M*4lNI*lwk=kDFRxXOcY8=fR`q6*ixZDKf%V94Tz zw|5QtC_vGtPQie7sMj?%HdawqHY6s7bKFHlQ9&UpBI0wg@N7o*NDVHEksux;KwPv8 zB~<=sS*;Fdg+Q;X0h+=vD#VFEP8cIzU7XJ_pKq2pdAwL#?DQ-tNd^Q_$jrGv103t= zXaOmwrWw_`RS&h9XTq07Gqs_wc+s!36B>nj%CeHE)QYYlmHP{yi(ORofmr}?g_hP2 zC^y~88$P=Sw5rSKc%{z5VB`AVwI|ta^XJJk^xpkDKC@{_oKrX)oCZ&Jz(LB<^QnH> zY^v$IIyaW32N(z4Dz>o43AP?IZQ4S`WF~E!RaJ@vWOeGdXTEoejfsur2PBy}kk}Xt zzc5)4fOmz#Wj49(0JNP(H+tz8wcNV?YRJWTi{A9xt1~Z{^K#q3Ry`EVp`T6fx z0D{@5;whkfF+U_6|Jn2VQRjA?_L<7Uq9aZW{>knag#Y zv~s4Rr0GLSvDBRni8BV>>$uXbt0Wa4*SBb7shX{6jj=j?cBcPe zczf`smUbOoL>$`ACEW9Gw)PVzs=G9FQ;+uc>Vb1d?Lxm_nfNsFE{V&lXCk9f9f#~$ zGF{ch@llS4SqK>;nELn9Ap;weRU$w(#PxhdAap9<;et;dTj8R_xx$QCQc;)%<1m(D3s zoYf^SzEEW7UHP9^>S9-I)0thhzmz@cAKEDfq>N|6V#PF{K+Yo$we#mA>i5$BzBR_a z=yxt&Z?)>k=|4&a|Go_S??+xH1hp$XnXU0SQz~172j8(>^bZre`4`~FJ^wV!D)86D z-zIDFm*LCEt2g_vN^+e_kG8z`q~eM9jhn+A1GGNh-X-tj7R1T@MaP^KmJcm$WZbzl zrma{*;EMo%>>#)Pfi5XE3d4cfKW8XwXvBGYFDbvRJtFn)^$ZiEQIJKDz5v@Uw7kNz z@ZdbfLuWRi>zIHo2OO{okj!I0Dr$f9+{GoK;J;GLQlqVfGZ~fr(eD+WDMc*gm)BDW zjgWeJ;`)MMtq{6wtz!b7!a4MSBf{pU-Wt8jPJKI!Lr*swywQ0Sd78cT6gTs&g%qV= z`fDv^uSs1~3=2P@RF3cK>%?}CyqQqGAGUd>->f1-a)0fm2W4M|ccmPbQ?|>OM6bnB zAs!0F{umvVs}GI42+F#OS@l?XpSre`mYh4?A!;v6+ojm^Sq_OfHjF~i*+t)HO>%YY zvfgG2g%Zs8gI`P?f!Hdy#oJ~R*x%QKObDn|KP2lUrYI3Z2;%FZ?Q28ccuP9ozQ8R| zz@~U#`IR~?z3(SR&z?>cxE;{IkUu)09&_HDwqh2J=QI^`R>_L+mItMZ`R zM8eFEjPvTx9vK}i?;0LotI84`o1^utsc9nr0-C#u9O(6>a@=NMlt@U{$e~j97Yq8c zG-n1`b2&!u$Jp9LyNCqU%i=>#J!irC?6bK`u>ARKl#G&X17uqNRf#KDtHtJ=&kxpC zi`mN4my7&J8lzW-qPL#S-AbLf&{2l4CV!%K*-U>zB~NyOr79!cR-j5U8f|$aV+WH$ z{&b{&&Es$`XPJ!BX!0R0tQcnxb{uE`Af($ol&_U2egA1Sk~DYu7Ajx|kW>aA$(%Y4 zSOp%zKtc^^k7^Y@?p{o@TDoni!YairRL-Tm^3xYxG)J2ir(5Ooqb1`{FE@^O5p`VZ z@!?y)5pH#85k6;YZ*DJh|Dm*F`UU%@__`yfTU7^N3H~+2*|(7pr@yfOLPz9V`3T>B z_6N7Yb|@5{h4_5228TwWiHc2y?*=UFO&*y%Dvkc8nY=jJ_@jtDwRFW&i7Ycg#*XDIRXI`R;dE%WzyuEIG4?YVZJUacm5-ZT#KdrB}1^aeT_ zCoXWnT0J7&x%p8R60UkXLes1(h5fv#+jXO(5q6 z;=Os*XBKRY%gSo1;ffFB5Z(&R22iE?;HWP--r>m;QzN=JC#y+D$J2xOzEN!;-A*{q zR^(^rJb}%(_YVjG%99f$P+$p$hC&X7fS*KmuyCdTisCLR5rS|^6c?4WRzG#0cBJ}N zeW^uprXGt&P=3k9L3yM|qy3T5FVugl>tZ_26tyMhh_6C-lrNhm{}|`Y-{d_q5TcX? zN(?7)@RY3V-QU~a(F4(ca}qtuvcxM$PAPybo{H>D%3e6yj5w~@jBtnrbT5^_$%eW* zL!7^WMl2j=Ev*x@N=#Z@+!NW?yJvG))0L)R=FIB>9P*Ej3cVlOHGDt%ob&Z(+uxDT z?$kRDUIXjXRG7f&+QYqWq#Chp+cv)QZ`aRcKw>5xus*^+9)djtDXD{M7#9)7IH&vKv(3tt%!W|mJ zui6z=;ZaeqQbwV(lg}a|VnAIM zu?|+|4l0~eIM-fg928Ucum#>#O`8|CHQfBrlbtOoUqR>mDOK_I^N^4d8t_7Quhk)mtY!w{DkeKQU zR_Gg!mL4v>*}(o}4L-mc#1&ek8d_O~Ery-)u@#hXsCeat1;sNjBof`i3(t(_il`4a zFL2c$k4Fi=w={QB6BTS|<+658lnMPf*WYI-Nzo^vRC@K?;(z@Ly`$tD$`OXic4b>~E%2 zW+E6DgeKzyP9KLY-VUHs<(T7uX$kMXbdK5354=k4+$!UQ#2 zU(*hek?>e`meABYWnIaFOXl7Lx2SbKXOZ69Q2B=|pxZk8lXdp}{{v6NOGSp&dsy=) z?jGQ6jl11ws}N}-^l#cRoP7G??b};^m$p}hYVi2u8?CC{wu14uFH`jXpaZzbKS@MO(Tp2|gAE`YzL z*yk0N&=`_7R4#tvZ8JCWX#)R(hBkZxP+XaiXu`5w-+<2?>#4nR{NQ8)rMU4;x2zKpv(GX z%}y(6mm4-8*($H!>$4U)`DBg#bAh4V^#77paV5VMD*EwR}>s$F`(# z!*5NF?jiaua_&=A7#z?DciwKHV?OtN>BS`Nrm19~Q#R zj-@!~$iL{ze`rttY(x^Hq&~Nb2?*F&UstCB)$-ds9MD38%lqDoL3_#}M!1%)P`pZX z?dCU~MrEtG_$U9$&a#lhi{rk3x2D>ORyqIZlZ78}wEEb}K>JM;4`4=9oalzjxeVTD z3=Q1|onMk9L^QuJhTA5I^$S>ugv9`4!lA^6!#r_nl_*1xjsxTpa+;ljq9Xfs(VJHG zP}xYYNg7%TA4Nn1|5WwSQ(T2j=2<;57sVW^@X5dhWcYnLPCb%5*;pVc1m9*pVZ9KOtkRcs0|kRiKeVH z^lOo`1Bl3k&KcC~$yrs@8l*2&!&bijGTgJ${pV%;9_PP>lK(vdEFlUwFayWEUlaVo z!()z*AgB{3lg6N5;uYS2lNxL9Y(4hti>GZ$+cG*#xee_LMyruQ_Zjtr?Y3*a921ri zk~}l;y13%Y;*eiT|MaY#RDMsN=ToG?UZLJm4J zh^K>`PyBn;(Y#>%JUN^<2L)FOJeLMy_WBWPr!g8+CveU>KN@g} z9*Gky8_}>4N7ZI`YX$V&s%A z)J^|aZD$^q^V+rl+mxvgQb?xICdpKZBt#iYMM#o}3>A?QMTQ2X+L2OGX)tAqLNbL& z(QK$RX)vcmRPX2Vyzg;5$MO67_s?_e?P=@2zu)Ux>s;qL*SRozjfP@>=u>^kgHyI+ z$Br<~<;>`qE?p`hxeA7C)WD0;QPR$eMJZt(+-Gt805h6z##P;Ipd_=i7m1!F&JQn2 zT7GECC`~bENPIDd5h;qD%fA1@D^#trstOUV>HH6?f6_IUja@{WA>YbH4XWk+e{lv_~S6nC2E8JvwFL7WgO#`OA)QCltjo) zH(s;m%wGe#m3Q8zUNqp}q65bqSa4G7G%d*W3@r&m4RIgnV6Xf9HW@iakh0hl({G%O zm)fn5;|xpg1RG+mhT=h};tc1>+%!K~b29GY#UFkr#dP~bR83-lOiZ(4nrqvf)%wRz z$+dbg5`e;1t;8xlWI$kJ705ycds?$*wDh=g5WY@)Y9xD~T|T)_wZE2&97l*)VirbR z#MklXYEJ-di7Jik7|zZcX$RhK2pEa^-Ro^HLja-HAn5 z_D)2bAU>Gz`fF{Ri!aCSA6Fv~O^SI~QOi*^G&~vVr-FIxeVwtPLV-?G0A<=(;cIey z#r6|IriA&qaPPVK;o>bP>O`3Kg`(IKW@bRIsz9_?=|BuKz%XaCA#6_n^WQK6pk4Lsz9)F-=Ge`clE33O0R{)Z(SXcWg8N+ z{!V@NT=r>1|MGMH6P5YnYJ6OrI!iY)&^Uxr?<7xR-0VApdKxrg=I2a!PDB_#YSc3) zEyec?Wo*Vm?9E&3%a>YMY&%u^jJZz97V;CuxBYOd>Y>O-Zx@@Ht(nTO-dZwH)`!ao zGctJOKeP5Q4e;X7p+i$XS-ueaUCpT-QyH7Qie_mo`l&H@uj-x3+g&8QA+OS5drvgx`+m4Rby7j{ z7V+s50)-(^2>qe)9C*8K3hH-n6LFt&OGA!ZZ1MgTtJ|DD;d!9$Yz~j@EOxXYBuja* z@cClli};8{&ZBrghnhnL*A!nC9e;8&+O%<;lqcAurkN1wFUW(I*pUf z#oPe#GSl=2U4+OGs{Ej2Q-I(F<>NX)NK1>ES-YZ-%oj^ZYiCux~* zBeOZPz8PEIIa`s_t!0$;gunl)sl>GRpqR?kX8LpD3$UZa76XJ&Yb`CqdBbD3LWZn` zn9Cpvp8VdnK}k+cO?%CnHNqThBJx19B}=ea%x>L0n^?*{aBn{c0Uz~r{jaKs-(!|o z2yu*Xs^pOJtYd_i86QlvCMP0&ZCy5w4FWXaN*s^q14;{6qbMg>pmktEy;jA$ z#dh+=Q*werg~gu`U#)cewx7%uh1}IhIQENiMD8Xl6K-ej5<{S3g$t(ac!Os3^;>eQ zRrqiVjLC%mo}F8M8fP}1EX3+?>YuMObbf!l$~j!Lbm<9!X)uMULGIxC@$zG*Pl*L* z@s?65O@s%yCLHr|-`-e~-!iT4Zc8CZ#?=$)!S;5oQZvM}ry8<*Nufhz7~Amd)km-5hdu_Vo`Z>+D*_ndB}UIv zssp}7;P4j7cbGq3zUrmpjoThmC70`JlJ zt#i-HJL1+tH~9=Px|*L3Sg@cC7bj}!uZmt`<(IIu9zHMl6zx$k?@CaXDNI&t3**J6 z1T=S3!o$D2>jERIxnXxS*n#Tb4NCT=3o3QumcB`bz`Z(H)o znoEi2!%61R$JD%u7t`Tp{81v%#&E=OXN24@X;xq3WaaEWhDFWezX)n;)q>{QC8;8P zO<4U%nt9)c?hCLRJ;zb_JH=afJXKh611U^V6z86qE5E7mk{%ULx3a4pKOSt`RlY;c zgv#%~l*9h)ZxJJ?XO3Gg;+qI&%2&aeMJ544*(yB#n&`G)B*d8_1QgqzU?BhaB{OLx z#;t|vG)bv}0Ak3Fo7^$(zvj+Asb$Ou3s460&4Za|vNn_()2eU5pXRdshL3VDLPlN? zqhVT((;4+IIMjE%_Vz(ouR{v^3o99SRQ~`3@o=Ub3-{QE*t)!=eK`)Z5SXnT!4jJgQ|L1pz>?EfBMG< zC0g>FT%gwPf(_?IO@gCuy8A^MuwoO1NTx^~DjQsdlwifqPl^2EA0=N-*oMCp5&_&p z<4}d)tb00YBHW*t*hX9aLq1rXEyzT){Cy9_`hB-*Dfze5B-SfGd`zPLqE7{ve)yFM z-M&yD-gfz}9Hy%M1sfA#_tFG}J%?>eqmQ3ofv`yA%S=-2Mv@VJs6t#T2F%z(GzZol zPs`jfyT5gXma@aT6uSd~6H)OIZOS9w+t^NxScpAH_Q2Mkvx^)a$n?{861JZsYAUMg z$f@}_^etGf`Sn2m%`Y%tEg#b(L}Sxgm}-I83ABmssZgiFKe36@tM+Xw9I*IU5M;x` z+{&-9R0|Yx)P2+W*I6s*(^I$w{rj(J)!5A`4U2{ARBLld>jmo6W*nna9U>I|sFXDC z#;X3ZaII<0s>BX}(o!5tbR3KE1yWuw%*MeUqUDds-)sYO;NM+W;T$VupF)0%E1=&p zWZGg+ngAriUMKbIJY>eC5ir$Q!@AZZskLX%F)99Tk|`)o}$5bp^NUDz84{3_<+g^4B8 z5zSw=yD#}Puy55!bzsazQE1_~CEk}v-mU#+W~aB!uW`ceL!3(zdmiC4_wwr5tz(sI zgcg(2V z*0z~qTwdT-aqDqMaV446zuu6r9vKhmN%Rar67lFK#Rv#>m{?*b?ws(`{5ww1Eab0e zenN!9qhGmhT-#AeK<b`x-O0t&NF)7S!S%=V4uwA^q0nTqr-A6l9DvO*+2Pfc8^PiUbSX~-y z{$gyv5Oa-qu>c9b0*Ldbh^>$~BJjHZLmgRKvYRYj3%aPcPuSINFv`p9^n|6<8GY0& zRLJvmSDL;Tw44vt*c3u*0u%7+fi7uTHFvdh8dqQVvRfByD~4S~k&di1N)-RXzJs_e zIEDt-Jcd-c&7$xU&sy9pktc5aj@RaB1xv!KBPJ%M4oH%_ zZh{5F3Ocb&+PohS0W@{QqKGvo;%C#I-fx{O!+sO(*&- z4}J3VsWrhWPNhpKJ{AEtUO%BRw_x(*$-?DPIi2(SvY_BNos)8iDlKx{_K$`B;Br2v zY481FfzrJx(H&zgQ*&EWLx})b=YM7TJT*$=DcEScMq>_nd08!9+$X(m z*;4JWBMeyFUR?}ssBdhn;!eA8%bR}xHZksPH=*Cnq@+t6y^lq=G{sEx=E6&RZ~>Dy z+yY>%|N7O6*&)NHThpQ(Qe7uv|7>w>oh)W^n|{>f9OPo%TAkXyLx;;eK-G~Wt&NRk zCp%T&#rK~_?DGZl;;W3}l$9WHf19{LekH?7BYp1UyB?^_MwA8m#tJ=q-p8L~KXIrM zKlA&biE)f=#!O5TSLuYri$!4!$RwTaGE zg5bmPv&|BA;kPppJEI++-%esPld*B{*RNh(CNV2cwCjCivaT;$i&1%E%$__R}U<^a12|fN$GXlW3ESF_jB_7`}dJYUgLigr{a@TViK_s;4p*Z z0SV(Def!AVEVbvU1EvLr&#$d^ADLK{2fgb9ivvB?ZP|rBt|>~hX3f%aZ})&r)`nBgB5c99EKy*K__d$AkXGS0%GZEK0 zj9ozn^XI1_`uoNl<7tSlOE+#%7!JpL^dQrCy|JnM+SqvT)~(6-!#NWFa2tOBb9Zf3 z;(#}=UU{!cyncNaLFqENkWxI-Oy+w z;rrvEu1%sFwJ6Bf*LT(0wFj_-Gfl7@z(HweR6MzXxk?3fD+w96w6?YjCV)xF$%BUu zZ3nQN<=~($nN(|G7N;|2vu^lE%hcZbdP|q~W#-S1TJ!FsM^aq#uIwTh{KJ=zLC01d zK4#zk{cR)`D^`?#{CEg9NTF}vQuaOGXHMxdrtxF5-*6^6pK>$3hILsVF3GG#i+Vza zj;W}uJk2Id9O*qTTo_H{*r&v5yXs5+7RD zUs3T8mGf$5HA|`D=a(rbC>0Xag&2>$Z56L6g6O z5#${AXpDrzRZ&yx)9BArQXe;Nx|P)+Mm>C(+^lxeE`0Us-m6!AIa&PhUG`-kBv78h zpyww@MEc^FX}?@52&~|KskcQ%rTj+@7yMf^gBtdAc)DQ`(gsr2L%Gt}KA|oZ!qKBXTG)PNJfh*2a==uF zKYxrCE!s=FBH1fVI_>`sHbC!@SBr#PRoGuO_SL z>oYKbTsNWL%QF`9vv}-RJqOZS(htR86FWG(eg_i~cuMT2IBTISxko0kx?upZ<*K&MuFCU+t z@uL@2em>sPQNp+WiKOT<3s=NNzChx%)F;~@7;JH2V+#-o9Oo{%VI07i@#mB?`i<4s)h(@y-K z79iG|02DmgS&b%AX<6A`YMVdI7{9Pf{QCX--}|4DG4t!3T|KsJ+on(7%7Lln+f)m| z>Z{s{mdOdJR!y^ct+$q6It{SjQMzBAmW!_Vj9z|z@{j9ipZ4g}=KxHXHCpV#JG&-} z^}ZP=C-tHNlKU>AB9~PimMtS>Vpll4=^W{YC9Era_u+#t`F$6-_4LbiU%|CQH8lDFu^vFfDAj8G zSsCy7>F7)>bfu4!QW3JgebCskvRvIuSFYTLu$8uyl2q!Q=l)rw?jA7BW&3d3%&aN%R7mwgz^JI!=%S%(JRk2(ztE?CEDzce&8G)S&eXzq>3 zq4%@fiiMn)iL98b>YU@Vv4IH*^?UmLt>duZO z8wP{8+DRCtYol-MP$-rgqP7MG zoj_iLviH!Q0pDric^oi7;UWuR;}7}zM)~=5m(xF;m^hIQLnZ;0Ge)~}Dz06-RzcP? ztZP|u4_O@XvI!=M zcSKFTBi4@FOX^c;>OFe=cq?_w$K3c{Bj$%ZWc&Hi+uL+@@L=O}YS!7?XK}o~bB@a< zQ#3ngh<~IGkZ&BR{EKZM-V?0k<>fD$U*21Bp}d*M=!TZ9`u+RuB^#dNSHvM(Xlyrl z>eTR2i_gEK$}}f+19khlx${v!zPT~xcf*IrTvDGk?k82Le|#bx_&=2GKRp23<=nr& zmwINX;jEc6FM;u;{&B??Te?dZYuaCF$uu@n>g(#t@Z~lv)*jx9voPfWI?KS@iLIFt zx>*EPbvV~QEjS8PS64q_=s2MAcht3O^+z^r(bH=)`-oyXjmWWs2EDtypujCa1W6}n zXIti#e=_y0uA<^aoQb-6b^ND~A0IaV!7VHa`utkaIR7Z;2Z_4iP1fh<#8F zY+SOqV$&InAZ@qWzk*6rpQc{Q3O*2g()oTdXU=>Bc~MjUgRS|x_3P8Y30_|~pE-{n z9mvnm2l-Wi_R~33V*hQB)VT2N-LK9EEY_aB?#=z{^5uZPQrh1es7{Bcf z{D^b=Z{c}AjOFA8_R0H{0^N9h-OIgfggC!4b?S$_bF+!q;!pSvy-Lt8jO1hqnQqN( z`{LW_;OQ;!dTy{d)fE*p^^JcLZhT8#r@HHMhzoH$W5KW&wadw|tEJMH|DLZiLJX{1 z7ZXt^v?@jPpfBo`#pv8mShE*!3YnRi6UL2;q<9i8uw1Z4?+smPUBvL_;#Qvt{|!;t zS3%(kGhhL#3A^kzYSt-P&hSFjD@i-50Q~=Hj#9Xb?qJeS8Mx&0GqfRW0t zu#=$7o|@MNa3a0=Ec@H$>Kg|iJvwNriTyGh;tQdUza5*OGRWye{$X^@tQLq4eh*@^ zF*52gdi3b^HZ~8jfxl>(^4jXv=WXL-@0bNDO-->}S=qm)W9Pzuj~yGQsd*eh&b3RI zdZetu8TLZttf*4K_+0s;r*GW5g|f>!Iro=n8}o8{c4%Q6oId-P@$fi=o;9+-Gcd3h zJ9mQv17`$G+3|G{Ct2iE%j7NldGZ+<8Onwl>$CUa46=IOJZUTh^}yk@njIPLEOSn; z)2z86f8s*5;m%I+KJMq{pSMhDTDiU#td(^!-Uv$kb>e_6U%p&>^5pNrbEi&ws_#gt z1mpoHPM*x5+WbZjs|2O6@sMIekpTF*;kpd^r-m+Olh2Tnsl9%MTlg zs5U)5s;a6^&|1kTfu@tA8Gm&X{!z~Uhm(hA_=8XQVW9B_t?1H+rE1B>Tlx& zgG?@noc*t5f-T6ELr@5}?5G(3TP(FZ6R8sEb?bEtZG27gkRv_xvKtUt_sKvn^YVgt zyH4A-RpPSyrPJ=BXXUPnbF!m`v@_2hYPM_{EXmv-bmFp8&yA>HmlaTL=9H5)PTJT! zJ$*Oa3OzusU80ozqr8s!Q2Qq+ydy`Yyneoux`fYEcEP71QTmbQ0tVgV#nJaX>$y$)x>`v#zVMo*8bgNcrO7klXP7`HuU?(tR!ix`fgkkQS^+H(LWNf*^NU_iA?suA zAf8j4v_;vSMAMwj;L|A}k!+%D-k)=G2QhVVUMX zf2u!ydQK_q^NYTt7x6oKL2MKkie2J0<>e1xiX-IJEY!`H)O`NjIK)TwOFAdw0bDKb z%#*D19-^a=ksI&@rR2hSCQJL-fw5S%y=F1Hh~16_1WbqIb}TV*oJ6S(x`%IA7(R6u zi;{|M*02AEd`1kF&XmC@d*h2!dpbn|zI?eQ+(~U@%vl9N3_0p`gG38$qaDZr620*>Ussf*}CF} z&zmO8vo{YzTxrpK^7Ob?zm6Vf^FR&)H)y7Zagp=&>(_S>68on=IpT zM#Bt)0^6w8_;1~|Z4Cm7w9qu4k>PR6udTZWrFw)i?KCxx?eh@*y2bWqsnD)aQc@UI zLD3}Bit}GG6~oaZfHwCFyA zOOCATa-(k;_j27&R5@eEjPX-ufsZR42Li9byr|EytdLS?33c@0xMz|1Nya7F5mQ_O z*nLS=k)S8@7^?y!iWi}H^XCSU#yxwy)CaZQ@pHh-MVoLVcn(L zy!Yw;SPq?Guur7dwCJ<&WTw6K+b=Pwqnmpgd+)gTna2w35Nm3X!(?h}ZES5zt~zhl zztO1Z+Owv?^~dL;(6wvVN{w;Mwc3hsrSN#gg{|AtYDR^|PHCL_D%bL&T#i=W>Pw&w zK;Rv%A3RxokSAr~I8G&MmL83g+6f@f$Ve5DK+vN)i#ij`)N{|shP31T;xOtfg)#Zu z$+YP6dM&A8HO2wrAnqj9DJUsrQqCT|{e5(d>*~vhV)D9^@MhOI^ekcQTGLA*EhMkYKw}TOM0AyJCxc6bUk3e0R19`JizWu zdvc~CD6oz)Uldpd23~q|(u(3f2@ff0Y3T~ON-|RumfujDyscI_y9u4gJeXr(f?39l z`QC@2)$A*v>M~L5zIgpQguLjqefxWqVHpHWA+dXlJ~8O}(ln(J3r!M625s!sy?FRY zHHOoM=T@fbOpL$MKzb<$!B66$q*(M1zTD2`i{Sqi)>LplY6>AnVs#NU$ zRkw!j^Km{Sa*!DFH}>~4y|6Jf zPVahbshgv&fJV*D&F9=omN>qNYdsdOCIJ58b8_)}DSGy2aQUf7 zm6L20x>tqjN23RGSEPElHb2^~;9ZhUinG+`V*B28u|3AAsI9)s*U z$3L4yC&%+z_|DO({j_lHQ|64OwY%KpLZxEPG6(v?$822oSU@;yYiT(^QHp*g9Xg7W zOfksTEGsbm&Lr=A6=uxWZj_e1+U*yzvDcOPQ|y9t<_Tb4|Lxo9sHma5mqI27 z03_Gvr1<9k>d>)c&hzK<>wSz%j$-h)x8LDe(l0Kfc7|Y5*VYc<_4O$TqZ{&)M|;Q= zBbNKD)VjimAjXm>Y zy=h(pI;yeN`e8gSftO$y%Sug)!of&U;G3$96DF0FMjhuBA}#+pFD!z#9l2HX!H)$6 zz0Ao8q+MCgd70@K3z0%B_0(I*))E7X{zV~q*ICdsyzN@p{4`4`NZQme`@skS51sK(hsMk)EDXjE=AFof^h?lQp0ieQY}gAF z($mz`lxpApsM}ZT^L3HN6Kl6O!R8Q#__}lJN~0ImHn@^8{-xK?RgGMH?hL3Xbi(=} zcK`ZUYF2@x3E9%J3yyWv01F9d;(u1`_qfiWaPIy^_EX7p26QxbGZ@miVt0d{6?a-H z?P#7${7_f1`tbZ?dIxafJK;Etqh9_^P1hIeubHt<_o7Yc(M@HR>+Kr1?94jwl;Y0k z-ULE;8fHD}%F6pV?RWHQ^Ps^5-v&kzGzH$0WrW2qp#hG+wVfyi;EIMcn>M@AQK!6+ zojB(X{q|+Z2ckFoSEih$c>e`Ue^j-5h!FA+x>JTGEw`}9pz63vPamdCNE?$`y2PUh z=K{_tI5Q%#kFl9){@m)#t(niBm6IQW{r&IZq%wZcAP+&g968eGw?RU|R@!VNJF)Bf z-ffMIh4jYHnjSQ0F5*wTp>hzcmD$_v^geO~{kL*XPL2yo7al~BvBApG)fSGqsiJ^_ zb%;D*nfANaw*M47@H;k(7G>)+rrb_Qz7_i`$zRC=;n zFDjV;?*yivPrWMTbyI%ZvR6NpYhJ#b7N9g1VDHAN9|cSb#KshB$~L;wGwHH&W;;pf zwX`)%N=mx>;DP8fsf-@If7Vvpz%?#|`uIdn1K%fKzWix}7VNOVvHQG;sRPKIqPIjr zyB{jWih|>7UEN;J8~v}NK|%XDzU?G*NUT<^+9NvYRDo$ojI3;JJMuT+xQw>(g%vV* z3;yUJ6Bq3yG{&L7My}Z0@SOtVeny5g=X(6lDeCGy_>2$GMBvoBNyTR`y%}pXS9HVo zhlcjYrt|a7O%1L({P(@}WjB2@To-s{{u2$oo=_l<;AXt&InKEuZzzeoCZpnG?QrqV z?q=85*Hbe)H>Dql`l5Iw8&MKajbur6ZIBoh17IgEdYd)uTknV+Oo8Lxf>a1$A zrcuXv`Re&KH#mgHQcCo2cV?_v@YT;BU96T1kTem)+A5;{s~am)I3Oo$lqTU zCSrTRud@Z;e5%HaYarXSmg4orBDlu&!e82=n z8z0#irS=8tom{}R-SE{p@#n>md}q!WFOx?c0A+1Wi-d0EF1AD!2*&M`m+C^t6^!t$ z3k-6}ul^@{?d0K^E?!&Wf>(9A!!h!QJFuQ`d8hI5-_T>{O=7$4a&wceeX|K(j3*};q_oC7 z*%3&8ssS~qN*07_9A>$;7_E?5)bES4<&GD|8p8~4rs94zCs+6FZI|%{7nVC`eb<8r zGw0iMJbQYSVRqCovS(_{l~9X@M;A_=@}PuKBtjBEXO8aYvbyoBcyc7ZLtbZC8*T%Z z%*oD9Vht8N;8=hLO&7VL*717|3x0|UMLd62gZ|CZG>#*|ZYrBC#>y}<@GmrMmC!$N zuU>L{2R*lDSWi66sDI*fJ{PBif@JSLB1uwU{cikXf9WHAUmZ{yC;99(nOuz|4*Hx8 z=Zoxb#vT@MDh{R5LVe?z(=L@I--wIzVs!B>3$gCaNWLi}Ryi$OzWgfc{F8L8Lnm$+ z{^M{+Su!OljhV|-1X2xm*+KLQ8!*wnJ5>o-o4a!-i&>YU>kA^85>Ifnb1P@TQwotf5%RJrb6lRXT{P^gB6#*peWQu~EccdT8o z9sNl`jZvW(20(;b!-g0Zr-sFSVBxDA^jQ$>AR$U9!(gV;5x={-xOkWSshz;ka4EFe zB$i)%E&)jlovG%M6(f=K{$e;&&vZ^eeKi$Krj=>kt>hiwh6p%BAcRw^l^q?XZ0LRv zmb-Oi!{L@sn%nRXwW1L}bAUIxTKDyxBP>NlLH*0cdB#M~crC49`nsaH7os^)>x1(V zjOie$qZ3(3=hAWOZsb)^K8HCx6NBvy4Lb{{%0fKj*cgrpn}|=5ndZ-*Fa8Pv>WYfO zAl7>4oZU7rS9`qOEksID5Q#@*4F!n??BIfyA#eW)-yvE-@KbShUrQ@e2HJ%u9yEJ3 z{As#|UO2@+R|mn|^`9R}F&_&O1`3{i?b=zeMUbh6x$TFhGcTG`TpUjIV9S`1iq&L_ zBGE8&6_Xe-Y{IUtTzpwR2i=w+=;5yR+x*fPqpDg#b2Q&`cV`K*4!#mm}>ZL==pI^xH$6mN_VJTWKHOt#cbG{Ecr&JNBTobXC zF!q`xw{!okhMvvUQGVP>L1T?x;PPiqcDW&?+T%HCkujXD__`;1vpq#ef9Q}Q{1`nk zp#F2(GN0ev@Do8GQsumHl$5-x`CY_c=vo3J-0C{R3@0Is38)-;X?@}{LAZ+!Fig@b z?`c*|xCujy6g(Dij3{^c6RcBfJ($+Q;v9 z+PJLRMiotu?Uq^zV$*fejw$+HrOc(khOPe6z6S8b6fD5vPsqdx7UclDNk zje9`-4kV}6q$4O>!{X*M0xu4XD@ar}Y*kwNaE0r6Q&l?#)|=g3)`wf7x>TT5Bg_<# z7p`I^6~yD<d*s|^?C>X*t|Lv&hiPf|($YGR3xrto{Q2`j<->i) z&zf+R>p_cducv1l2~pK^@wqezA?Ysrm?bC!D$z3bq_21~EUdJ$a=!qLy1E0o#{!_o z$N#etwbRj~9g772Got?`M~ie8lSvPEU%!0$9 zq~z%--M)R>%Em@uzjA(gMo#Rxw`cuw_e6&3ASl_b9jSUg+O+_wF>Luce?kp!16wC!Wv@ zpv*V+kq8YX$U>blE`?R`k>WL~s!A`pXmJnq1D{SpPg8s=dgS7{qFxnm0hU4t9)D$o zYIcWMg@32#HR#bEYAJRkKL)KzAqVKT*O=n|61+?v+3R zGfZu$GAPMblg0#6r=m6}V**dg;hc;(<_bEl6GXiL=HJgm#`o`d>A~Y|yKyJJ^uN8R zojDOOjd4;B#5gl&&5Go&8$Nt^R{icfE8ta8K6yeXMiK9SGVuTI{rdxCuhozMLUaos zx{pXq@DQqMID6~3^ zpH>A~De)k=o#LEPD(|&Sc#LX#9|rKu@l97veccD&FJJiG2bq}*6n{H!7$Mg#ueOza z!w4`1`j8ma82AS$>$IQ@y~OCB`_8f05PR83<_3ft^Mc|QU+4$)JHX#Rn3|R14WBN= zYtw13Q$wA~vrBWR;u9s2XM~cNuZcelTMmHE+-5Fe6W8;|Nw);2cn z0|bMHD@63N-odt+cyQRZpX7BDC6{KFN^N=LM^`;he0a zKZQ1HFVCF~K*c@wmVi+FW ze@AF0D;owV8+M;2bxFCV@B4C0C$+Y|Kh$Y4cWJPSN+)pY49*7I&h;-va`@>PcO(=U;_WQ0wY2W8#kcJmSrgJ8?SkdJYy zepg;TwD`ypx6q4=2CC;)p8IGY)VXWd2cWEXU%qrl(nh{{axnk*jy|s+lCw*zsz$td zxGSzrH1X*!G>F6jMsnZ5gY8rnjvqg9;(kz8^-?(=JwQ;1UWtSH=H?2hdK|yL(-U%P zTBNgh;2w3?*V@~6r&i_-)_;7}3$2EiukQmslhuX|T_tf#uMTIh*&%C9icTj-29%VC z4J!pUX>F{#oMJ9&fYv_-D{qaLea+`WrD0L+gs)zp;yz{n%;C;`? zZOdJua2`HvUzHUx8&u9s6^WWV4ruN})3q$P;rsU)WcdZ*Q^fZm2YH8wQB~`2*)q;a zdjMpTQ1~8yYiUx4M%iPYi3{d&9X*>Il z6{or>5Q^_Y5{cu<978Ge(_I8_Hp~4v3ek@bQHW%Z&mch4b&Wh=%rFEZHYN>)`qswA z=59`oiJR_}DT>UI%GL~~DA*gR@)Hops8%;EEv!5lq*LoEO3rh(<{I`SD z)Vcw%tW%jO7UL$QDTxQ>h!VPjGc7C>g*F`#mk{|9v8!`p{W=XIM)`z0plt2HY}j7% zo@~-h9j*9+4>F6UkBT|4iy=WeG3uDOA7w!haKn7*Qtz7^2*3oDCz+YMZQgt_v_WXM z_c7VllNppq6&N9+fr^UCG$M|W0Mi>Ib z?$$BzviO|7wRL1Cs}sS&BK0Bs!MIx@a0b12i-SU4_RUcBKh&(+QV1|B!OxvkTm+8o!)bX2QD&~H1u@cJs{HT&P+~)x0qQL*W zM-U0Y{z-l!n$grHGN?sIEMC46js);m|1t|73$$!aI=szDhgJ5Qvio+{ief^zQb zX$p0b@X)rawl!m<44t+=Q02q>uHj0t+h_tXx6Q0s*^_#YQ+Ml z1%zTXQya;&b9s?mU|36Co=aEW^U>bV%r4ItJZj*=srO*jr3hB_pNsn6y&)5?fXmZB>+!u|yH&?Z<6a-GY-r4X>o*fBq@6g$pO$(bQy6xS;i;w9w zN)yz?>=Y{Rdsx;e$Kq>bYtm{4%YULoUFNRBGIEVMCpCEz{ z(Pm<4IF0_Vv4w>+xQ@3z zn9zhuQ?j{Xx8s&A_gR25GVHizf@bxk(=lNN3;Vnpt{gNgN{@~N=MWEnUpSmUkd(p9 z_`wMIis>N$Of{;Db@C$v#8eiN43FiT^fqbQW&OkH!cA@nqYVrtyS$SedzzhH=e}}P zX9-|QDr~_)My1*%<*mkXsGE>RIlm_=`+zM=K^fCXr>L>y6#DmHja=#{75`Cx|H1Dy z858yIcUI~gOydhN_I~`db?p$NsSkG{?m{_o05Y#={I(tRySuL%W$^bbX)Q8$tX47% z2sZ@5KY*?ml^ZfB?;&@BSnl3#kjc&P?N{a-NG>_mEIOn(sV7~+Y@8Hdk*(E0C=3+fgIj;q`{)ECMqNLQ=sDS^iA9afuc0>28 z00oA&VIkw8<#o9E|C(RzhTDly4$Fc=QNAB2$3r zKZ#aX=6wn<(CjDh{t3)=n-K{(t|k_@nIA^MPLf^&`=bL&Wp>uRrpe*!S*#|9gPahX3c+2!#J%|B37Qbjh** p`uBi(bM#LC{kQ)A`XDU>HE;EP-eF_e-&Hq;`U_@WoNl%Ee*g>#QON)R literal 38953 zcmeFa1z48bx;FaRPP-6A#R3BaR6qqm6a@sNyD{jLZcwoaB~=hqK)OpB69H*HkX8|q z4(UAi0Oy)(pMUQ7uYd1#&UKx`8s${QD2n^GfCv%G!(Me+we`!u2SWT@>MS zXJl;xyPIqs#A;_|2S&MsuROTBMdZ$wOZqf-Z9U{OWPR!AIB&}9@ZXnaIAai1Bb$;_ zD@&Im`!h^AR;m7pePrZ2*|V#K-GtAN^sQ|P46ZWgUv+hjdRf8S*5;U;k>+4t9-s8o znqymUU0jZMXDEN=N@$3vl(e+h z!i5WmK5R2lOttQ+5z|gq67tx7RZ^?8*zg!L56@JbN22X7?Z+kBC6A7@(#tKOPXK(#1@?{>4V8RpM zzZ}z(68QP<#{EMb;lZ8nX*FaMFTFQR+ji@#OBDT%MN3ze5409=T6W3``7fm8?{%lF z#M|5z3qGZ$5U(!RUix&0TG8G}^&GnuYu4201UvrtiAir0x?XburGI(mRmX70$&tvj zx7RSqMm$heRZY<@p%a$Y)_(a?EZ}7)HM+QV|S0#*+j+wns9_MSW~&P&sw#RFq7($B&W#ohs|$PU_Ks zl6&s%)RCSB>I;FD?%7Qh5f`XWol0vzyx+7Rr(iA5G`JB}+7kJ3E zesGtIQ9P27l@%@doL`?Bx#d}3nm%~!9ch6g)6>CsKY z2pG)HOe^O(O&dMM^J+X9=fR5Se4_N)qGjY)e3=!*pPsa?!QbE8+xH81HfAJ$`}S?q zrcI#=>b3&=yoK*?W~tm}lKp(RtJa`2kjt;tVRm}dPqQPVJxE4V^I7TBli_?bV`pW; z#i`}b&$2jrdwWw~UA=77lB;&{;>FI2klRPu*@ve`TcU9r^{EE_x7O}7mg&N?;?(}M zg&HX%#A`oNjd_}C`jww|xLT$@*DI`!oMn*=x zvHq{hId-W{j=d=}uC9ySw{uD3;%bZ8@?zL^NG2al-WU-Me?~X2#o1x-yrp zrVEt{5scJ)eZ8|f(mOjRC)Kd-=xRES^UU%w-WoNZiTamB1L-WS{;t_VkotdUzuan7P)l+|vlT&WlTKeihF7u(01`}rInJKS0 z2}d_Kx9aY?WVr;*GpR-m@=I23uC53XO0^r-_hr*i$C!A9k^#H1Y_0s;TdS#<;cdnK z61Ugxtnp$LO>r1EV^PbL6$?0)qvc2zRoj!Z=Xl+>vJ3J}_20l!@^777fI_f)5rx8IwqfJO)!v0yP!3x05Yp>rs0tce z_jwmCU%8TJ`-bJ<&2JT6IqEb!Z5?p=DX)D^XM3Dl z79DaYG#w}#EPdrc;Z+rRMySv94ST%ADRWr=q51Q8`M=K@2ygD;w8=bp#>(&pbc8B=F zLqk7j3*EZ7rNCnc`@PL9`mzy{ueAekL2ur^jjewX5<)I`sFPa!@zbXiZVgX*UUG}? z3JMywcU4EqkV~iI)VJ`CUPhs0+&$=uVSht!-+e?tNT?x20tM2GL%;fft*xz6eNJ{Z zhux5_aAn@?v`N4;o~B`al3?TcN<2qSozm@c@#<=Qxs!2neAd?1?sS|Yw=VvSj?Ycv z63?+4t_~BWjZW)r$|`>UULfF@QD&W%w!sItt!7uRRy;a#Ii~)`jT_Wx1-5`0YZ+&1 zl-zI;b9|$`Bj%_NL)QIto&8;PtLb?ZZ?2$8O38ZlO1JUVRa8p(GS*Y4)DIp!Xx9V%7=0N(_4()?w*5)D6FPmo{X;`3`oSD}UKjRxpPKAuA0Hc29OeutvFlDOIK($O zF`=9zq_l9+qTx3y*>uZ-cu~7Piy0Ju`cxe%>`fMu<6z-_d5r@c0VNYZLp-k>eavCq zs~X_Al7@*vK|!JT7YfqoPMPHkC^oKgajJE_9BHvC=|#9l3_wy{4azMV912QPWlf~a ze#gn4^e8+cj$~qoY^Q zvc`mlh6bpI^U|`amZSQS5{Cs>Z)oy4;kj5tQ?*8jpnF5yz)(k(*OlYhg{3vIDq2S$ zcgH=Z*|6b7e*Wnl+!p8YyAM1)J=2UD_6b{se`qTSP>_p~O^ms3#azZa8c6EQ@fHUe zQdQW?ctTJwA}_taCqIpa7OIwI)sa|0Up%ns{pxMUbleJ7-O+sj2xse0bG6I)#mqQNT;~mFdN-hMuN?tVq5rdq;Mq5LY+D z&9v$JyE5->I(W(2{^1@0i=m%VjQjVaYq$H2?#{BZzkdDtP=iU{!F~G#TbyTeHnS)* z2s5c?ziM_IRm+(kY4D1R-@8w3=NaFPEl!iM^=U@TXoZ}5mFL1l{pFjpZMBXCr0P?d zVwI8w_4M?P^9t4^H{>}xr!A1TDig01qa7xT>(3#miZDjI3P<-mxOeYaR#sN|22`k* zr2N;`)<)%^nCmxZXT+&yywGqO7ie)Defm=TX%tY2d_$U%3|7FQs)~t`o@mcg69=qW znQkZPb6Ix!H1+J42>N6dd~*K2F{%$3vNZaN#pT`iiw8jnkx=N9)QJT~rX|470F(VoySwbLh1jP06?c1}Y zpJkY}#iUIS*J^Ol?e??GF{)3gz|1jMsb#yvOjk2-06Ez zMi5t)oR#)4Cw^T`jMA^%8jVZ~J>kr@3Gw4AR ziM&U{T<@yz`0-3WUA3S(wP#f1&lN!ivDT2~#wdf2`r}H|XL&`R+ zRey%n+fPU;#Hl8xXyiI5_2rBPF+>V^()*318r0T5{ov1e?;wWLD~|2fbfqYp-mf1e zbVn|^Ht8uXTeBU&<92UdYU2fz|K}*{~=koc83Kd8M4H&*)tk`u;v`7jD>Y;5{wP`t=t(T2S$K@HwgCamk@s z`s|mWH>yh#K`^moS5WI)M*EcsYHK?SHegA&N5pz|){Mj|XLrRyD%cf)Ut`vF!eft1W zU)dt)as3IPU9|J;3>~|+TaeASKZ@(6iv0;V&634D06r_LYyrX#cAALfw(gDLw(N|+ zn2{Eea#yjhcUau)99-@@>LJP>+~+cvP=lyEZY|mzU~1>jWqwwbNxfOi zX6vWN?8m07s;b=a2)6-^9+{e&S_Nzna_;Vi4^#HYvE z`TC6;?&xjJuhm}lg2f27egT2K^1lHrgK*7#!Kn0&h=$ncsOxgf1Indh&@N#vA zpe+Fxj|I5Dy}h=<5S1!O3gGf>K|w)(fB#|fWLwFPS5{Vb2kD^l2|nevT!l)$7pwLI zDu_vUQ&z2R#fzI4k3M$u@$pfqA-#&!$h{?b&sOYYEub16a@Tt%eMVRhX>42pQ3lUyD_8c&fU95 zK4~W>f=EWsV5FC?U7K!S%9b}(Y10`Q?uHxRW;^)(2nv#Rb-YH)7A~{UtEg|$xmdP> zgN7%lXqmxUa;X;65>y}wYI)LcKL(bq+M@} zWiV#5U+a?EoyRapG63(K#*HU1y$UMYD3tz>msTGFlG!hh?wK=OqjK;5{jAvcjV3}O zBKHUarD|`vCFr*0d5Dl_6xM2nS@W{jKPy6Lwrq*OyEavX;Wf_h&9_^wmT4heQBk2^ z6Z3emy^Jln4#--&t|tI&Xu+bT5g1%TQeu@;Q*Z;5sz-38k4IaaHNc+fxXiA^ZRgv) z`;5T7O;VF1J=Ay&zMPqfF05oZL&F#}X_O~#=5|XfJldKhtzr&`F;iO`n-iJaDHM9W zL*HiBaXU_=fTP82U=)eK(gW49OuL_J1@&PiEvszsDaTD%Y+Kp2BhX|qg?&3~V(o*O zmr=g-#;E5gM=QkVYUN?MMq2kZXK0l3egi@u7ICJ7)ARb%5{oTT~wecTI(Si2@kq&p)RaO4z?Tw@7wL7qT_iO#c8uW>< zmoGbU(V2F`QPMIpF;!ubOn_uE+L_Q?*&Z2!q4J za$r5xacU;^*eaIX-DW;bO?^-9zFNW0PlZ5Qs9#_>g0Obe>a^xg_+?R&nKPf(LL6iS47 zby-uB8tN(Gt7aK{=ElS2uXPjU#=jejJJ+ zSEk$TB9K#}k6{%tb92{Mw0%E+;es15#Y?$p`ACSH9;|@GscI)7-F z21a6W5|IG4E4suAy2Us|Vzi7=a)&Qoy!ej#JkIp4htxGM8Sgfw8X5Id>KT$>n=%}} zCV7oAwj{5=w9mWa%@-$lcd=FSoOH_!O>BF zz%3^En25Ef#!jP(b7ju01Dkb67Ou3(_c^2_Jv(0JObQOjpA=f=L-0I?4)^2D<)E-M z+qM~`s*^hduBE|4@MBTILgOc3ne<;Y1_lVV2FTSmpE)S=QWp)3$l%cEh9UjxLRTagMLI2y?O1hr^I~Yt`0E9a*3+ z7_ul7G37MF#}1B;EDhQvPr^QaJdd)`)#}OT#}F1C9t}kaRlP<*!!e9j!=WO|FVI6Z zb09MbP+Ic!>(_o1=5U#PtKUlcv#MDPd=tPZ7U+wm0z&^J?hYKA;ewscpBHNoxe9vx z@K~#-Nd45l>S20&_|O7*yo{Nwx!;bHRzFi~)rskF$Ot@03SZwu zPalWT)1RIg_S+Q;S%y$WK~MTvf%}`4MjmsSza*6i>`S+|F~iK-I^D2%#R0zQAsLu8 zU1^;VswpnZ7C-{rzhT?9Xkzh9(ec`)h_zru72!?P04Q_X4qnL_{}Dj^BSILcCJ=YM zLfLZ1-Y`KIxXq5AORLxEs0<@*Ey%u?E1+M*3wo}dLhYj_Zt3I6Aeuc*SqhkuY2&+2 z106$c~4Gj`l16)t4b>u!z|!&a<<~2mqJ*Iq`CAJrvCYw6wGY5@6CM&@GY2 zFZv#k;y-EColvg>DbLK@yb8);>>FlbIv$$@tZBm_UfdOh=g^jGmwp@ePpc)VSBJrNNR>0F2LAx!Y|UNgh-&P`2A zn$Dv3`7(feeC{3T?>CLr$Ww<5uYj?SO{)u#SAuK4?1;h%FmQPuG^yRvR zYZKtvkoP659?A%(+4u7Sr=ZXj1@q-W=1HE0B=-E<`}?93v)9TJFBh1p7Pwz5cJE#y zV!em?Cl`1F1U>P+1$DcE z>HE*BaL>@LmHs;JvY8doFosZNl%0&hxS$54LY+XBD|svcBl8T@K?X*InZu`s_3PH{>KM__ zttB!l{7*};`J-WjftAXYM@i&K8p}J{L`sSj6 zMT5h7k&f4eCH@2^Ly*Iuuy7^(*hpyD9kJ=n(twN(LR>_sNqe2y+81=8Nh7d4?-mHfODqs7xrw5HlUk^ePvEP77zkmDo0yGt3ut;5V zFpznqu=l>s^5-|m%iwPG`kHf;p$MUDbJ~w|pUfRimkt--0sBX9YHWZTQjOO0DZq_7 zhq?jv@pk)lTen7{jp_oDFsWsxkPeDDP3D`(g$vch1kbUz7JGb@QK54VsS54Mzh0FE zY!)J#(4}4rB|k|`x9Q5!NO(5{s}u1Vsv%J`O>)Oy%H%EyxJ?4*%`yxQh zy+Q$gNEajmX-&LFJbr=Lz4Cbf{kB`!wa(E@z z^1*$Z!N9lobjJ)I;aTj5a7EO7u%*;nYj)^cUmSoEBkedbQ~_L z=r`U(2*DE5N3|w1nKYf%TaTXGy?ghu(Qb7X{ocO5cqo)i$BxNE)Q9oq58H_NU$}(k ziVWi#zN}WUAReXJiP}64qk4{5)ePyv!a{=GBqbkAjP}K&c{Yutk`c?lk$>gN@y123 zNZ}-)G0m{ftcvrlF_pL-!DSPwg^{D$yZalz^nHyFQnNpma{u-s&liC+^r%I~J%E#R zhpk)|b}soCPjS{Rjr3tZ$elG4BRIM(_Sv&tLjJ!_e@I!gb8qJK+QP)+B4H9wNXG04Y%_Spap|B2L; z6b`r=Co-OEN#jkm1q<62l?5| z;viQNAt}a?(DkOKR0~zJm6$@z4X0<{X?b}TdmZnRC}{P#0Mn7 z3RbLGQ3)L{7W}SZNC{QtgU1egiPF&n?5o~ZFp}G*7;n7)YS9|2pXIyZQy!2A;vwj+ z2_S{6d1zvFDQuAX5leUw92}gTojvs3TLP&SDG>>Yva74%JxW5zB`FZ-D^bvGCh&cq z$B%6rYS{rHNt6Pe(g#ozB)%F3Juwa{ha(;4Q$rOnNv<3VV95isU@1^Sg~GjuLINy8 zf`%{(c%`TvSB|?v(F*|Wz$3#hq4@vMlv`wB#YWWO*hd1X!@Ggs|FEt>6+~ksE>tJRWeA{D1bQODf1}} z6OkEjhdyF3dIH{Gkw057vEhHMYDE%-o}LxFj@&Vv)QK-Q)^_Kz&9gFGzK^=oxYm-T zON&7Bl6A_`I;{ccA>YYB{(K0UNA&8FKrZ%%E>%2{C&x|V7A{#qEI6$qA1N3jzFuCJ zs;r^Tka!MAlCEt5vs_dtz{o-9SG@xgPr1V&0!ASJLxuo9Xrxa7O26jC#hbrqvTJ`T z$BZHL4JvbUN*`Zs9&zGOmHb_6>?k2l^)|o1_n?nzX0`AIMr*q(Gox6YfOg z*P6vLRGgVbZ)`(*0zx6BoTvww+tpdtCh!*zHk^Ke(yyFu{4~gMM2UB@I~lJ~ojQ;IxH?CJZ_?iEM#I)}o5XLvkdJi!yQcYR-#_i_7C*grHF) zq|UNs_g^PSj_`}eIzbg!Leyj(31Ml7OuP}++}KsSk>1+uN*lA8m;Ek*P7LZA^f%o0fHiQMY{ zCHA@##??q~Q#58(1lA(VI_ku57Y)ojULPJys!8FLPr2wkh z+9*m)@&H#bM8Xt8nXPf#%8r%JY4KAstANxPIFx$Ce!%(#BrzoJ1j*TzIAI*CkP(x6 zaqf?3D?UCxQ5WAPu0C0Q{_BJm5NMq_vkJ2*96V01`*R|=O+Sn05zTx`Pjik6feNtI z^{MK==?q9Tu^_)gItPgQ2|H+R+8_&{xC6?9l2<4k6y9=W+LLmQ|~IqAwDU#TpC@czAIV-yn`>P?WY@Cto>W0?vl9|_>R zy4s2{AMSIWo%AbseB|;i2#Op?xJ8eA`Jx$cxK$oa6Dz-a>5c^p7NlDqvVVTF@Jdqk z5ZtuSP4UjNGsnKl8Fw{hr89!e)^b^OD?)E7HqU$vY)$kJXwh(YLaAv-wTkB4WC@9M zI!iwqajlzjN~CpxogDz{AWm_Z<6o52NYIspe(B8|G1ngr&*k$%D`{rTEOW`z^HuOJqJgEMPr zXrPrT4zFFgvPzUK=gO!e2GPb8(ln80{I=5D*btfNv{6&092~l&v?_NX=uNP^P*plW zNabacj4i&tSwix9XU?3lx^W$?xmjL}EoaD!09lmPD5$-}8-^sq$j6u0!0ln-_^t-L zoMiZj@4~eFVQAjWL~*avh@e*6G5gU-;!VrPJOY`C`PE+5u=v>V`Yh{sVyM7CDg+(X zwuhoaX2e{oNIuKTh`2SFbaG~9Nm_Xs=Iu=E>@p~B$#YTDKRL3yai-KfM>Y;1j}_YI zu7>)v-~>HAMpf$BHdlctP>+E1g)>h{m;9#lSsqGucA2C$;(H|Q=S8wNVvi1=AyF8t zzwrCCY|1_Mt@a6I{4>l1P;$~IOOL}6-PcbLUBBk8{Ds?N&Oh8!pRD5vPGhAqsl{TW z7JB}np{G4eO^8}L+cdRyw0_`pHy-+Y*|SMrEZAZ2F7eKR%yfYwNXb!EQ=?|vn!9g1 zE)GatT5;9O+glC>AIUaBhLQ!<^5JuK%E-)QLNkKa@zH8QA7n}OS9Q}T?S>*CD;U#h zHgzg#t5xyc7O?KAm+Q-$%?17suT{4fs~ldh1j|(lOO|EY%gc*FI9wvQ1{PdW?AvBK zjr7dmk%h;F%`9_fg8kvBi8dhhMmYTE&z}QoOy^|;3CJ)c?F#s{57{bV)K9_?uyn3$ zxdjn2w)uwr^eHkZrt}wfFWw&GG(F*U3n?nU)4DN=fIy3yTN**UwJ(IjiKBK0-`|WFdK6ehd}sYQuZR`6d3x3&ZLkUC4^LAU&7H6+!km=KXMzj- zdz&U#;U4pCk&s!ldF$4Lun<^OUzPW6irdz-g>v)Ot)j!LvNTpeJpD7ZGx&0^vx9?! z?8^&V@sbx{@Tb%{WohirmU?}C3Ax{rU_K3K!rZ1`To7N?s_Xss?b7kXg;5$_>Na1O z1Q?-2XN1@#<;M9paV5WunUe(?@N7-&4DCld5Mt)W6o8swGO>ywavtSXV=f*FxnrCH zur6F1JnoJK`x4Bs3s9Jv>p0oX+RQ2paA`L+P(WmrV%)-FYUEHEFq(6XnVlZeWw zfFvvb=FJ-vtyo;49%SAL%py_;icbN~$^#gaY&Nmf^b{hLNHR*l`c$G=zULvwK?dG{|C|3!6d*OLz1{ z&L|${I#KbBjg7&>ykKP#Q5p$P6uk(<3zU(X1Cx3VxfESagyaDU=K@r{V&6?tny8aR z!hvR!3Zsa`kq8}vju0F&LC`#aupS&+g2C~Up_pa5cx0J~PVbWlG92x?2g%GYK0Y3Z zJRT7U#Fo_kDzuN^Llzv42?wG-zN~7>1RsGGS@t$^AswVoG$q6XUtW0Z^((+GfbO_) z3=~hjFZtJy0F^=_i)Q=w7z}bJQUl};I&0(O0ZoOyfaxLu1Aan}teKq|<%72&fPEnq zz#bX|*ITvRAgq*#KIDQhGDPb^OLyITNbwoq*!M9HL}R4LuVR@0+9ni&Tl z1B=t@$x*F)0NP=|XiUhs!!jd24TtHM(*Rn9`oSbhk8b>g$2Lj3EGU-TFH|AI&4x-( z_9$pw6Eh#lLg}-&R#jlK1-It)+uPe44E?OYJn%(|j7WTd z6J(gGUWz5VZ7DvA{1f_`0W=~a!$R?;rWz=a`y&wuXoum*d`m#PuSL<3ea^o`>?yaL z1n;m<)0a2U1}t*+LG(7so0cbGLV}-(e(yzgZ!B4|1o_1u(wNG4+jvy`Xv4ZBI)vMy zK$=xix*$JRyb!oQ1fK+^BWUaz24 zSqPvYG53&QkHB(ch7U6{GXo#78aZ(N)Uj;D$DC%yb#id?%Gd@$#-TDy)Bx8>m|)ZB zu3fuMlYrZ^GdEH!I;07K0OqJo(W{aL%%9VozAVr>+U;1p{ng696tPRm+GRaMqN1Wz zCJjziZ9~NwO1)|W^Qz38^b?l90Al1zv}_VT^jo)TZSLPmWcek0hBs!}{t5y7YX7wT z+n)j%*}o!4rK@Aj>{$hXygZ&1DauDJ2rK%oXXpOm62ER?{*Fv)rV9C|i~SAw>%HZm zG(Ha>zRo1FIfdBsc2iye77TG9}|-ZhU?y)JCf(lxrP+aiCsKb$d(pZc^GdY z|LdxPE;m)#ou+KiM7c9bm!;&NWirTrhoPj|y!ppZvj_Jd@&Dcm7cS^B=a*9`;U6~f zpJ+s**`cAu8t_Swhy#a{dloZp+rV+(l_*I&|n$McXb~@TvKG z{O7F1-{mL%zx*{Wvxy-+f^mSGm^5;;$!Zt!pPTp;`t@W3*VT z5}<)j-~O|5Ziw^GdaPG`6^8b~gc6dNm^j$qF9~}Dy@K(5LBYvPj=3M}U%o5<4GZb2 zzEJ% zg+3!<(z(1K?RSs#Ky*Ac z{(U2wqY?tsK1d-DD2=TWiW4^W_Fd>9@{?hqp&tth_K&j8U)q;h#J*hd=21wXGaWf1 zg$-OKX)UPvFQG6R5Yht|nP`O5z{yNfFI>^lO*&{{ACa~SQOz%nfC++5&4;C#F>2gsR;dS&`qSBo^SEnG6xf~KG5u@foijb^`NU~8i0%G7BBCgEtxses7dhD* zB+3Zr76;OCirD%Q^YRaEE?|k!E)DkiSvmhL+%&YwQ|PjQ_smtr9dcjSX$YG9%fDy+R(kNI6-novl$=K0dgMT=A~sR~#Qch+lVV3eP|qoU#hr z3>k&7sgdw*vO@*7JRm0aj3{_$T(<_ zzgT0p!`S-&Fwgduj_4rxFx6lDAAWY|n}_Pg`8Z#(!tS|WdFB7#(yab!TYvZ22ZiMi z{|bN2J;W)#kzO92s6oxyF<#-1OaIvT`urO&*Bx&*XfIAYy?(`}_nT=BdKk{6_#ZMp zC=jE(>w3+-A>8Jh1bFIZS3mM@oHdghAIsw7v+Xfh{{#%{i9Puy~sv z9e0W=jxPE1_&fdJ6+io+cCP&Q--qqmhV5vUFOKoJzAhx6|Ks-`KZ@GSly=NDmvt|% zZ`|i_D!9=&oqBa0|DoOUGtDJd>Q4i!=D=?ZplPt__aG;5uJ~=KeWqLTd)K<5`@-M( zytK_)mK4|c?ruY_r{cCe^!O9qIydHT+-kdgYrEujtxMou!SA+kC%XP_Vrhcceq#fb5VA`LAOC{uTX>mc?9VK~|8v*+*R9`A z;-AR{!G8E#%f*4$}l4{`zbDyH!@K$BlKD{+M6dlz*Cw ze|LR}ckNf7MEah{jp$^BUri&Bfgltd{3ym_Zqz86qMH;szaS7)4TovS(|Kyn)s~Z! zOYPdbXAex5{i}Cy%i`C`&S4gj`7pUA-zLS~gv}74iEN@lg|nc_DUiL?B$SVTLS373 z$|GVV)IpM`eS*|hT;7Zw{4*KoNhuR#<2XJPJr**%CM6|tARt0@fniF1?tuh;T~Jy+{ml>>hB?6Ph%AlZ(%Oq8jgLXA zzmdG|R=IQX;sl7pv`7A!`|9bQ_p1)w$L)0>GcT#6^cWikO6umTF=b{EdxCyBz7c`; z`B-Dyt>@tSgg?_Ay>f@Rn>qHQ%8%w(YrfL~{493GkT}J!F0#W3?9}f2Lm?t=$jQs= zL($*7Z@$bV?DSh#^9)_Ui+N@o6Wr>j}e{ zdSc#scFB>{q$WU}($dxrGPi}Ugv1)l`T4umH0i!Z!!IBp;MX|+(z^mBHE&AdX$_a3 zUE2YuM(Yr;XxSPvdGx`HmwV4G0!lUgq1~&VBlxIX6)sT=hDMym)msjqX7v|Emq&OF z@M&;zx<1_`m~8u)qwCl?gRRR$wRtnt&av6l|3Wopc6Is{(4q@X*6vryakABtcktt0 zCT8Z7eTm2w5W^L_(q3pF3v%yH#I$!SZmrEMBgSLyDwoT={$t~*U&hRzeqcdv+9 zcORmRWvyCxS6r4j&J!S!AF|?L<%xO`aR+OlxW|h5*s+>#DRXm>GII8s+zn{YWOFrA zLB*X1=D(gQ*rO3Xzbsu6{%%G8C(SB`&d=YU?A47#SQf)YL@owlsOME`)=goUdP;%6 zC$IX8m^G6Ah7Dq4v$-RxGM8Y4Dcsd$-9p721};1{{dKK#!at^K0%~FAL}xUo^Nd3ifEY>1 zF$g1zj^qG%9kzH}{p433G2Zk_+p z&uf5O3R?o3< zhf_@mmk0i)=3f>{VcJ08CV@19-L*Qvky*wy$m;QHhs6)JX}kq>K@-D^#+Q?QW8U0$K-Elw)8E-D7jFTrX? zGR@E#Q@H2H>U8W|dPU9yyu8!bXC@QT(n3&B4G=`n{O%=6LL1P314lnsR!UPan zLsr~wq&pIYsxL2l&U>Ixo}ax&v($s0Hws*vkh`KH1Qz=m!#n*{j4R0QX9PfrB`pi% zIWFS|9X9KH;Q4_Nkvwd4G;Z{ZcXSzR=f|t%CZp?a2wA&tzkLo9fYkLLwe1aOnQSuN zejTe2T`eOc;~N|t5AH((sfa7`^<5>KX4M^s_}>L(dZdS1M>U&DYl#j9x)N;3k%ZoV4_dpFed4&Kx1<)W)BhQJPKVg9iud+h`@l<&cks>btWo#!cewJG|AKSlQh>MGhud`iCN2j>M zLO$zL>%hm>fvJeTx!HC4!5o5*wNe6xKd@RKi)V+ls%p%mM~}=|J>A_of`}w=5$&H1u8e{C1&y;{yqu53rH-7wbkIct4@Z zI=@M8!Zu9(!#LOj3|zI``5_)^G1(?Ud=mIRQC8!qmyE(nN=myY>*k+6AC0{x)dfBf zffckCF>k*vSMtE&I#MW>HRff!;e^XERHDa+~j_bnEftJ!NP_~I@woFW{i zbpQM4BvIj6G;&qZiE@8FKCyB)xw&0F;A)T=GfJFn(q>OWD)bbxxzO8Ey?I3i~b~Pf3?!ff9&Spck-l)cz6{L^E_Ii_5PnF zYbb=fy`Mg139r%%qM0isF82%ni_=h+d4<$54BAS)X{ldThfhK4!-CdC?lt5NcYU(SQMb)eU$SsP zbjYrE2NKpDMe5xwqdU)kuKPc;`qxMnf34L2ZJMp@LtU^gHz_%}&4Rmaz~=ja&2OZz zoLxO$0e`NY&hI?1{K$$!t{04r<5XEOfO8M`BGZYBZ`ywq_E@RxShoA!-#zkwNIw4u z*Y|e{(!b#41eA7AzB131JQ;dVA$re(&J*OeT@JVY%LTK4!R`KU7oNZ5y#L$P<*((I zGUE@U3ByXp8j{8I!rz(_&1E@*#=|0B&CSzk^_<4x^1`v7<_pS*A`Re7_3k z#Y;9jNdi7$D>ymo@F`S$2uTyvc&9LuQQ0wXh*U2y{N}Nfn9xWoJ<;&oa)cjI(n`c6 z38h*IZn4e@#Yk3K`jVxad5Ug1zpoAxIg=zhBv1jlR^+#03D4zsUAU639_A$WH$=e4 zRN1j4!Pg|%*vWiGJB%UpK*r2*lb0u&cwBZ$qYMTraiKiLdh8J{x?d`zej#YwviGZM zTihqkJaJ|*8D*s>G!>-}H+hE!9^~>tS#~|RBId9u(y!>{qQr0q!jC$=>lrr4kyL2= zb`@piD8%LUK+9GvUf5X~cAws9>>{LqFV~&quU<_g5sGE>Hm8w%rJanUq}DqJ8P5a- zjhbfKx;BRF#fJHr9QA$cG69QaGF_4x;gHd`1i7h~R%KMdutB`SW%2l`T;RI?o z#4Df$mOQ^3aTZ~#P~2k_lrk#o+S1Pxh#i&MXJu#emwC!~<;=LBl4Pjwnkx@~dLbKU(GES+!|D3GeT|Bo2#`Hj4v(-&f zivd;z^dw~nl1AhViP1oFTTEWt>GwW!I{S>yyrEZ3|8Ft*hBw>{@R#v6?W*)VZ5Buj zhzZTFudy?q@}tfok64;@p&!r9t2C%&U4#+V%BKxA;yBKrrLPuyoMJu9i1+!UaHr|T zEe3q6FOy|Qy9n%{66?!x?CWhpTEWsj71zdVunB|QB{9+Udm}q^Ku6wVDhvzlyw~81 zUp}T^ry z_MnS=sG2mJYa(!M&v^QT5m&&+xWBG{dRF@FrBCl z1Q3$>fxKvdv=l9`O#dO*K-+cCH}|JQecF3sjq^A1Z`;J& zuTnnK*=z2;vhTv9XYbyfo5q&48YF09J@yJ8U3JzePh)blFP*!{7U?`DF0Q(H0Z5Yh ze*t)<7U8VIx#tY5W2yB8waR{b*|;TakJx&JE*843t~h;NU3L0}t)sHulggsXn0pFh z(ignUUVfLHJ18T6N&lRGG58M`OA1$XNu?l4%3n~vKyojqmnduW<*8>cPCuMdnTD90 zI6qdDG=3n^yJC0b{+un*pF8IV{qvf?VCsL>i%VX&=gKMdvBYC64WS;>+)T;NFaKS) zsDu5br!qpjf0}Uf4$NP7@IUOsdD1$?h!r1;yqxDz)E%s6Ik&sx^rHd0oI$%BbUAsU zGk3@!PPlc1)HI>v&O!EdFXuh5|7Pp*ui5{1I2+=yOaJh|8_!g|x_y@2wNj6#*<

       - - - - - - - - - - - + + - + - + (0.001) + - + - - + + - + - + (0.007) + - + - - + - + - @@ -213,12 +209,28 @@

      arc_distance

      RankFunction nameCold time (s)Warm time (s): best (stddev)Speedup
      #1rosen_der_pythran + N/A + + 0.005 + (0.001)2155.0
      #2rosen_der_cython + N/A + + 0.006 + (0.001)1646.1
      #3rosen_der_numpy + N/A + + 0.041 + (0.003)242.9
      #4rosen_der_python + N/A + + 9.890 (0.000) 1.0
      0.001 (0.000)55.663.5
      0.001 (0.000)43.250.5
      #3 arc_distance_numba_for_loops - 0.631 + 0.653 0.011 - (0.000)5.00.012 + (0.002)6.0
      0.057 - (0.004)0.072 + (0.005) 1.0
      0.006 - (0.002)1658.21521.3
      0.010 (0.001)1050.11018.7
      #3 growcut_numba - 0.728 + 0.742 0.045 - (0.001)227.2220.9
      10.159 + 9.871 (0.000) 1.0
      0.003 (0.001)1526.71707.7
      0.004 - (0.001)1076.21160.2
      0.167 - (0.005)24.60.176 + (0.012)24.9
      4.122 + 4.385 (0.000) 1.0
      #1 pairwise_theano_blas_float32 - 0.008 + N/A 0.001 (0.000)32356.029522.6
      #2 pairwise_theano_blas_float64 - 0.005 + N/A 0.001 (0.000)19971.721317.0
      #3pairwise_cython_for_loopspairwise_python_numpy_dot N/A 0.013 - (0.001)1740.50.002 + (0.000)13818.6
      #4 pairwise_numba_nested_for_loops - 0.224 + 0.266 0.013 - (0.001)1708.71755.3
      #5pairwise_parakeet_inner_broadcastingpairwise_cython_for_loops - 0.165 + N/A 0.014 - (0.000)1536.00.013 + (0.001)1749.4
      #6pairwise_parakeet_nested_for_loopspairwise_parakeet_inner_numpy - 0.119 + 0.153 0.014 (0.000)1521.31534.9
      #7pairwise_pythran_nested_for_loopspairwise_parakeet_nested_for_loops - N/A + 0.122 0.016 + 0.015 (0.000)1368.61531.4
      #8pairwise_theano_tensor_float32pairwise_pythran_nested_for_loops N/A 0.037 - (0.007)592.50.018 + (0.003)1210.9
      #9pairwise_theano_tensor_float64pairwise_theano_broadcast_float32 N/A 0.050 - (0.013)432.30.040 + (0.009)549.2
      #10pairwise_python_inner_broadcastingpairwise_theano_broadcast_float64 N/A 1.813 - (0.000)12.00.056 + (0.003)399.0
      #11pairwise_python_broadcast_numpy + N/A + + 0.113 + (0.020)196.8
      #12pairwise_python_inner_numpy + N/A + + 1.892 + (0.000)11.8
      #13 pairwise_python_nested_for_loops N/A 21.808 + 22.235 (0.000) 1.0
      0.005 - (0.001)2155.02051.2
      0.006 + 0.007 (0.001)1646.11568.5
      0.041 - (0.003)242.90.049 + (0.001)210.3
      9.890 + 10.360 (0.000) 1.0
      0.001 (0.000)63.554.0
      0.001 (0.000)50.544.7
      #3 arc_distance_numba_for_loops - 0.653 + 0.618 0.012 - (0.002)6.00.011 + (0.000)5.4
      0.072 - (0.005)0.057 + (0.001) 1.0
      0.006 (0.000)1521.31604.5
      0.010 - (0.001)1018.71002.1
      #3 growcut_numba - 0.742 + 0.709 0.045 - (0.000)220.90.044 + (0.001)217.4
      9.871 + 9.665 (0.000) 1.0
      0.003 - (0.001)1707.70.002 + (0.000)1612.9
      0.004 (0.000)1160.21005.6
      0.176 - (0.012)24.90.168 + (0.002)23.3
      4.385 + 3.920 (0.000) 1.0
      0.001 (0.000)29522.631980.7
      0.001 (0.000)21317.020868.2
      0.002 (0.000)13818.614137.5
      #4 pairwise_numba_nested_for_loops - 0.266 + 0.222 0.013 (0.000)1755.31769.1
      0.013 (0.001)1749.41761.8
      #6 pairwise_parakeet_inner_numpy - 0.153 + 0.158 0.014 (0.000)1534.91558.3
      #7 pairwise_parakeet_nested_for_loops - 0.122 + 0.126 0.015 + 0.014 (0.000)1531.41551.2
      0.018 - (0.003)1210.90.015 + (0.000)1432.4
      0.040 - (0.009)549.20.036 + (0.007)610.2
      0.056 - (0.003)399.00.050 + (0.001)446.8
      0.113 - (0.020)196.80.101 + (0.028)220.1
      1.892 + 1.741 (0.000)11.812.7
      22.235 + 22.165 (0.000) 1.0
      0.005 - (0.002)2051.22082.5
      0.007 + 0.006 (0.001)1568.51648.5
      0.049 - (0.001)210.30.041 + (0.004)240.7
      10.360 + 9.869 (0.000) 1.0
      0.001 (0.000)54.052.6
      #2arc_distance_numpyarc_distance_numpy_broadcast N/A 0.001 (0.000)44.751.5
      #3arc_distance_numba_for_loopsarc_distance_numpy_tile - 0.618 + N/A 0.011 + 0.001 (0.000)5.442.8
      #4arc_distance_numba_for_loops + 0.634 + + 0.012 + (0.000)4.7
      #5 arc_distance_python_nested_for_loops N/A 0.057 - (0.001)0.055 + (0.002) 1.0
      0.006 (0.000)1604.51623.2
      0.010 - (0.000)1002.11001.3
      #3 growcut_numba - 0.709 + 0.735 0.044 - (0.001)217.40.045 + (0.002)221.7
      9.665 + 10.005 (0.000) 1.0
      0.002 (0.000)1612.91708.6
      0.004 (0.000)1005.61087.9
      0.168 - (0.002)23.30.171 + (0.003)24.5
      3.920 + 4.178 (0.000) 1.0
      0.001 (0.000)31980.723420.8
      0.001 (0.000)20868.215850.0
      0.002 (0.000)14137.510782.9
      #4 pairwise_numba_nested_for_loops - 0.222 + 0.241 0.013 (0.000)1769.11752.7
      0.013 - (0.001)1761.81743.1
      #6pairwise_parakeet_inner_numpypairwise_parakeet_nested_for_loops - 0.158 + 0.120 0.014 (0.000)1558.31543.7
      #7pairwise_parakeet_nested_for_loopspairwise_parakeet_inner_numpy - 0.126 + 0.160 0.014 + 0.015 (0.000)1551.21539.1
      0.015 - (0.000)1432.40.016 + (0.004)1380.7
      0.036 - (0.007)610.20.037 + (0.008)597.3
      0.050 - (0.001)446.80.051 + (0.002)442.3
      0.101 - (0.028)220.1220.6
      1.741 + 1.830 (0.000)12.712.2
      22.165 + 22.364 (0.000) 1.0
      0.005 (0.001)2082.52143.1
      #2 rosen_der_cython - N/A + 0.014 0.006 (0.001)1648.51658.6
      #3rosen_der_theano_float32 + N/A + + 0.008 + (0.001)1316.0
      #4rosen_der_theano_float64 + N/A + + 0.009 + (0.002)1107.5
      #5 rosen_der_numpy N/A 0.041 + 0.042 (0.004)240.7236.2
      #4#6 rosen_der_python N/A 9.869 + 9.882 (0.000) 1.0
      #1arc_distance_pythran_nested_for_loopsarc_distance_numpy_broadcast N/A @@ -134,52 +134,78 @@

      arc_distance

      #2arc_distance_numpy_broadcastarc_distance_pythran_nested_for_loops N/A 0.001 (0.000)51.552.4
      #3arc_distance_numpy_tilearc_distance_theano_alloc N/A 0.001 (0.000)42.850.3
      #4arc_distance_numba_for_loopsarc_distance_theano_broadcast - 0.634 + N/A 0.012 + 0.001 (0.000)4.747.7
      #5arc_distance_numpy_tile + N/A + + 0.001 + (0.000)44.2
      #6arc_distance_numba_for_loops + 0.660 + + 0.011 + (0.000)5.1
      #7 arc_distance_python_nested_for_loops N/A 0.055 - (0.002)0.057 + (0.001) 1.0
      0.006 (0.000)1623.21643.4
      0.010 + 0.011 (0.001)1001.3963.8
      #3 growcut_numba - 0.735 + 0.725 0.045 - (0.002)221.7227.2
      10.005 + 10.235 (0.000) 1.0
      0.002 - (0.000)1708.60.003 + (0.001)1673.3
      0.004 (0.000)1087.91009.4
      0.171 - (0.003)0.173 + (0.011) 24.5
      4.178 + 4.242 (0.000) 1.0
      0.001 (0.000)23420.835800.1
      0.001 (0.000)15850.023683.2
      0.002 (0.000)10782.915957.3
      #4 pairwise_numba_nested_for_loops - 0.241 + 0.240 0.013 (0.000)1752.71972.9
      0.013 - (0.002)1743.11933.8
      #6 pairwise_parakeet_nested_for_loops - 0.120 + 0.114 0.014 + 0.015 (0.000)1543.71715.9
      #7 pairwise_parakeet_inner_numpy - 0.160 + 0.153 0.015 - (0.000)1539.11692.9
      0.016 - (0.004)1380.71537.7
      0.037 (0.008)597.3675.8
      0.051 (0.002)442.3491.0
      0.101 + 0.103 (0.029)220.6243.2
      1.830 + 2.099 (0.000)12.211.9
      22.364 + 24.958 (0.000) 1.0
      0.005 (0.001)2143.12219.5
      #2 rosen_der_cython - 0.014 + N/A 0.006 (0.001)1658.61687.0
      0.008 (0.001)1316.01329.9
      0.009 - (0.002)1107.50.010 + (0.001)1086.3
      0.042 (0.004)236.2251.2
      9.882 + 10.447 (0.000) 1.0
      #1arc_distance_numpy_broadcastarc_distance_pythran_nested_for_loops N/A 0.001 (0.000)52.654.6
      #2arc_distance_pythran_nested_for_loopsarc_distance_numpy_broadcast N/A 0.001 (0.000)52.453.1
      0.001 (0.000)50.349.9
      0.001 (0.000)47.748.3
      0.001 (0.000)44.242.6
      #6 arc_distance_numba_for_loops - 0.660 + 0.840 0.011 @@ -204,8 +204,8 @@

      arc_distance N/A

      		0.057 - (0.001)0.056 + (0.002) 1.0
      0.006 - (0.000)1643.41805.6
      0.011 - (0.001)963.80.010 + (0.002)1076.8
      #3 growcut_numba - 0.725 + 0.798 0.045 - (0.001)227.2242.5
      10.235 + 10.805 (0.000) 1.0
      #1julia_pyopencl + 0.016 + + 0.002 + (0.000)1886.6
      #2 julia_pythran_for_loops N/A 0.003 + 0.002 (0.001)1673.31811.3
      #2#3 julia_cython_for_loops N/A 0.004 - (0.000)1009.41109.2
      #3#4 julia_python_numpy N/A 0.173 - (0.011)24.50.168 + (0.021)26.8
      #4#5 julia_python_for_loops N/A 4.242 + 4.485 (0.000) 1.0
      #1 pairwise_theano_blas_float32 - N/A + 0.005 0.001 (0.000)35800.131019.4
      #2 pairwise_theano_blas_float64 - N/A + 0.002 0.001 (0.000)23683.220400.5
      #3 pairwise_python_numpy_dot - N/A + 0.008 0.002 (0.000)15957.313668.0
      #4pairwise_numba_nested_for_loopspairwise_pyopencl_cpu - 0.240 + 0.675 0.013 - (0.000)1972.90.002 + (0.001)10742.7
      0.013 - (0.001)1933.81717.2
      #6pairwise_parakeet_nested_for_loopspairwise_numba_nested_for_loops - 0.114 + 0.233 0.015 + 0.013 (0.000)1715.91707.3
      #7pairwise_parakeet_inner_numpypairwise_parakeet_nested_for_loops - 0.153 + 0.167 0.015 - (0.001)1692.90.014 + (0.000)1507.1
      #8pairwise_parakeet_inner_numpy + 0.150 + + 0.014 + (0.000)1496.7
      #9 pairwise_pythran_nested_for_loops N/A 0.016 - (0.001)1537.71353.2
      #9#10 pairwise_theano_broadcast_float32 N/A @@ -609,57 +635,57 @@

      pairwise

      		0.037 (0.008)675.8585.0
      #10#11 pairwise_theano_broadcast_float64 N/A 0.051 - (0.002)491.00.050 + (0.001)434.7
      #11#12 pairwise_python_broadcast_numpy N/A 0.103 + 0.100 (0.029)243.2216.6
      #12#13 pairwise_python_inner_numpy N/A 2.099 + 1.894 (0.000)11.911.4
      #13#14 pairwise_python_nested_for_loops N/A 24.958 + 21.625 (0.000) 1.0
      0.005 (0.001)2219.51950.9
      0.006 (0.001)1687.01517.5
      0.008 - (0.001)1329.90.007 + (0.002)1315.8
      0.010 + 0.009 (0.001)1086.31040.7
      0.042 - (0.004)251.2220.6
      10.447 + 9.296 (0.000) 1.0
      0.001 - (0.000)54.60.105 + (0.001)55.0
      #2arc_distance_numpy_broadcastarc_distance_theano_broadcast N/A 0.001 - (0.000)53.10.117 + (0.001)49.3
      #3arc_distance_theano_allocarc_distance_numpy_broadcast N/A 0.001 + 0.130 (0.000)49.944.5
      #4arc_distance_theano_broadcastarc_distance_theano_alloc N/A 0.001 - (0.000)48.30.147 + (0.002)39.2
      0.001 - (0.000)42.60.191 + (0.010)30.3
      #6 arc_distance_numba_for_loops - 0.840 + N/A 0.011 + 1.839 (0.000)5.13.1
      0.056 - (0.002)5.779 + (0.000) 1.0
      0.006 - (0.001)1805.61702.8
      0.010 - (0.002)1076.81052.8
      #3 growcut_numba - 0.798 + 0.702 0.045 - (0.006)242.5226.4
      10.805 + 10.198 (0.000) 1.0
      #1julia_pyopencl - 0.016 - - 0.002 - (0.000)1886.6
      #2 julia_pythran_for_loops N/A 0.002 - (0.001)1811.30.003 + (0.000)1622.6
      #3#2 julia_cython_for_loops N/A @@ -415,31 +402,31 @@

      julia

      		0.004 (0.001)1109.21108.1
      #4#3 julia_python_numpy N/A 0.168 - (0.021)26.80.180 + (0.017)24.2
      #5#4 julia_python_for_loops N/A 4.485 + 4.350 (0.000) 1.0
      #1 pairwise_theano_blas_float32 - 0.005 + 0.004 0.001 (0.000)31019.432104.7
      #2 pairwise_theano_blas_float64 - 0.002 + N/A 0.001 (0.000)20400.516668.8
      #3 pairwise_python_numpy_dot - 0.008 + N/A 0.002 (0.000)13668.013325.0
      #4pairwise_pyopencl_cpupairwise_parakeet_inner_numpy - 0.675 + 0.157 0.002 + 0.015 (0.001)10742.71526.5
      0.013 + 0.015 (0.000)1717.21498.0
      #6 pairwise_numba_nested_for_loops - 0.233 + 0.330 0.013 - (0.000)1707.30.015 + (0.001)1458.4
      #7 pairwise_parakeet_nested_for_loops - 0.167 + 0.162 0.014 - (0.000)1507.10.015 + (0.001)1444.9
      #8pairwise_parakeet_inner_numpy - 0.150 - - 0.014 - (0.000)1496.7
      #9 pairwise_pythran_nested_for_loops N/A @@ -622,70 +596,70 @@

      pairwise

      		0.016 (0.002)1353.21409.2
      #10#9 pairwise_theano_broadcast_float32 N/A 0.037 - (0.008)585.0604.5
      #11#10 pairwise_theano_broadcast_float64 N/A 0.050 - (0.001)434.7444.6
      #12#11 pairwise_python_broadcast_numpy N/A 0.100 - (0.029)216.60.104 + (0.026)213.1
      #13#12 pairwise_python_inner_numpy N/A 1.894 + 2.237 (0.000)11.49.9
      #14#13 pairwise_python_nested_for_loops N/A 21.625 + 22.251 (0.000) 1.0
      0.005 (0.001)1950.92084.5
      0.006 - (0.001)1517.50.007 + (0.002)1386.4
      0.007 (0.002)1315.81380.4
      0.009 (0.001)1040.71090.7
      0.042 - (0.003)220.60.041 + (0.004)234.6
      9.296 + 9.593 (0.000) 1.0
      #1arc_distance_pythran_nested_for_loops - N/A - - 0.105 - (0.001)55.0
      #2 arc_distance_theano_broadcast N/A 0.117 - (0.001)49.30.118 + (0.007)51.6
      #3#2 arc_distance_numpy_broadcast N/A 0.130 - (0.000)44.546.7
      #4#3 arc_distance_theano_alloc N/A 0.147 - (0.002)39.20.149 + (0.007)40.8
      #5#4 arc_distance_numpy_tile N/A 0.191 - (0.010)30.331.7
      #6#5 arc_distance_numba_for_loops N/A 1.839 + 1.841 (0.000)3.13.3
      #7#6 arc_distance_python_nested_for_loops N/A 5.779 + 6.069 (0.000) 1.0
      -

      - All methods were benchmarked without any error. -

      +There were + + + +1 import error(s) + + +and + + + + +1 execution error(s) + + + +while running this benchmark. +

      +
      @@ -266,27 +278,27 @@

      growcut #1 - growcut_cython + growcut_parakeet - N/A + 0.393 0.006 - (0.002) - 1702.8 + (0.000) + 1883.3 #2 - growcut_pythran + growcut_cython N/A - 0.010 - (0.000) - 1052.8 + 0.006 + (0.001) + 1860.7 @@ -294,12 +306,12 @@

      growcut #3 growcut_numba - 0.702 + 0.773 0.045 - (0.001) - 226.4 + (0.000) + 249.6 @@ -310,7 +322,7 @@

      growcut N/A - 10.198 + 11.198 (0.000) 1.0 @@ -323,13 +335,13 @@

      growcut There were + +1 import error(s) + - -1 execution error(s) - while running this benchmark. @@ -382,14 +394,14 @@

      julia #1 - julia_pythran_for_loops + julia_pyopencl - N/A + 0.641 - 0.003 + 0.002 (0.000) - 1622.6 + 1916.8 @@ -402,7 +414,7 @@

      julia 0.004 (0.001) - 1108.1 + 1174.7 @@ -413,9 +425,9 @@

      julia N/A - 0.180 - (0.017) - 24.2 + 0.168 + (0.011) + 26.4 @@ -426,7 +438,7 @@

      julia N/A - 4.350 + 4.439 (0.000) 1.0 @@ -439,7 +451,13 @@

      julia There were + +1 import error(s) + + + +and @@ -505,7 +523,7 @@

      pairwise 0.001 (0.000) - 32104.7 + 24946.6 @@ -517,8 +535,8 @@

      pairwise 0.001 - (0.000) - 16668.8 + (0.001) + 16121.0 @@ -531,46 +549,46 @@

      pairwise 0.002 (0.000) - 13325.0 + 14002.7 #4 - pairwise_parakeet_inner_numpy + pairwise_pyopencl_cpu - 0.157 + 0.105 - 0.015 - (0.001) - 1526.5 + 0.002 + (0.000) + 10800.0 #5 - pairwise_cython_for_loops + pairwise_numba_nested_for_loops - N/A + 0.225 - 0.015 + 0.012 (0.000) - 1498.0 + 1765.5 #6 - pairwise_numba_nested_for_loops + pairwise_cython_for_loops - 0.330 + N/A - 0.015 + 0.013 (0.001) - 1458.4 + 1728.2 @@ -578,25 +596,25 @@

      pairwise #7 pairwise_parakeet_nested_for_loops - 0.162 + 0.128 - 0.015 - (0.001) - 1444.9 + 0.014 + (0.017) + 1557.6 #8 - pairwise_pythran_nested_for_loops + pairwise_parakeet_inner_numpy - N/A + 0.214 - 0.016 - (0.002) - 1409.2 + 0.015 + (0.031) + 1424.1 @@ -607,9 +625,9 @@

      pairwise N/A - 0.037 - (0.007) - 604.5 + 0.036 + (0.009) + 605.7 @@ -620,9 +638,9 @@

      pairwise N/A - 0.050 + 0.051 (0.002) - 444.6 + 435.2 @@ -633,9 +651,9 @@

      pairwise N/A - 0.104 - (0.026) - 213.1 + 0.100 + (0.037) + 219.9 @@ -646,9 +664,9 @@

      pairwise N/A - 2.237 + 1.879 (0.000) - 9.9 + 11.7 @@ -659,7 +677,7 @@

      pairwise N/A - 22.251 + 22.054 (0.000) 1.0 @@ -668,12 +686,22 @@

      pairwise -

      - All methods were benchmarked without any error. -

      +There were + +1 import error(s) + + + + + + + +while running this benchmark. +

      + @@ -721,77 +749,90 @@

      rosen_der #1 - rosen_der_pythran + rosen_der_cython N/A - 0.005 - (0.001) - 2084.5 + 0.007 + (0.002) + 1561.3 #2 - rosen_der_cython + rosen_der_theano_float32 N/A 0.007 (0.002) - 1386.4 + 1392.2 #3 - rosen_der_theano_float32 + rosen_der_theano_float64 N/A - 0.007 - (0.002) - 1380.4 + 0.009 + (0.001) + 1104.1 #4 - rosen_der_theano_float64 + rosen_der_loops_parakeet - N/A + 0.292 - 0.009 - (0.001) - 1090.7 + 0.012 + (0.060) + 844.8 #5 + rosen_der_numpy_parakeet + + 0.517 + + + 0.015 + (0.063) + 702.1 + + + + + #6 rosen_der_numpy N/A - 0.041 - (0.004) - 234.6 + 0.042 + (0.003) + 245.8 - #6 + #7 rosen_der_python N/A - 9.593 + 10.425 (0.000) 1.0 @@ -800,13 +841,23 @@

      rosen_der -

      - All methods were benchmarked without any error. -

      +There were + + + +1 import error(s) + + + + +while running this benchmark. +

      + + @@ -818,30 +869,73 @@

      Error Summary +
      +

      arc_distance +

      -
      -

      growcut +
      +

      Benchmark loading errors

      + href="#import-errors-arc_distance" + class="headerlink">¶

      + +
      +
      arc_distance_pythran +
      + 
      EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
 
+Traceback (most recent call last):
+  File "run_benchmarks.py", line 91, in find_benchmarks
+    module = __import__(abs_module_name, fromlist="dummy")
+  File "/Users/ogrisel/code/python-benchmarks/arc_distance/arc_distance_pythran.py", line 32, in 
+    native = compile_pythrancode(modname, source)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
+    module = generate_cxx(module_name, pythrancode, specs, opts)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
+    refine(pm, ir, optimizations)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
+    pm.apply(optimization, node)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
+    return a.apply(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
+    return self.run(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
+    n = super(Transformation, self).run(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
+    self.prepare(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
+    self.env[module_name] = __import__(import_name)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
+    sys.modules[__name__] = omp()
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
+    raise EnvironmentError("I can't find a shared library for libgomp,"
+EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
+
      +
      + +

      • -
      +

      Benchmark execution errors

      -
      -
      growcut_parakeet +
      +
      arc_distance_parakeet_for_loops 
      NameNotFound: d
+>AssertionError: Invalid shape for IndexMap: shape.2 : array1(int64)
 
 Traceback (most recent call last):
   File "run_benchmarks.py", line 184, in run_benchmarks
@@ -850,73 +944,51 @@ 
      
+
      growcut
+    
      
+
+
+
      
+
      Benchmark loading errors
+    
      
+  
+    
      
+    
      growcut_pythran
+    
      
+    
      EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
+
+Traceback (most recent call last):
+  File "run_benchmarks.py", line 91, in find_benchmarks
+    module = __import__(abs_module_name, fromlist="dummy")
+  File "/Users/ogrisel/code/python-benchmarks/growcut/growcut_pythran.py", line 23, in 
+    modname, '\n'.join([imports, exports, source]))
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
+    module = generate_cxx(module_name, pythrancode, specs, opts)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
+    refine(pm, ir, optimizations)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
+    pm.apply(optimization, node)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
+    return a.apply(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
+    return self.run(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
+    n = super(Transformation, self).run(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
+    self.prepare(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
+    self.env[module_name] = __import__(import_name)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
+    sys.modules[__name__] = omp()
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
+    raise EnvironmentError("I can't find a shared library for libgomp,"
+EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
+
      
+    
      
+  
+
      
+
+
+
+
+
+
+
+
+
 
      
 
      julia
     julia
        class="headerlink">¶
      
 
 
+
      
+
      Benchmark loading errors
+    
      
+  
+    
      
+    
      julia_pythran
+    
      
+    
      EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
+
+Traceback (most recent call last):
+  File "run_benchmarks.py", line 91, in find_benchmarks
+    module = __import__(abs_module_name, fromlist="dummy")
+  File "/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py", line 29, in 
+    cxxflags=['-O2', '-fopenmp'])
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
+    module = generate_cxx(module_name, pythrancode, specs, opts)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
+    refine(pm, ir, optimizations)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
+    pm.apply(optimization, node)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
+    return a.apply(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
+    return self.run(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
+    n = super(Transformation, self).run(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
+    self.prepare(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
+    self.env[module_name] = __import__(import_name)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
+    sys.modules[__name__] = omp()
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
+    raise EnvironmentError("I can't find a shared library for libgomp,"
+EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
+
      
+    
      
+  
+
      
+
 
 
 
      
@@ -1008,43 +1185,39 @@ 
      
@@ -1135,6 +1304,122 @@ 
      
+
      pairwise
+    
      
+
+
+
      
+
      Benchmark loading errors
+    
      
+  
+    
      
+    
      pairwise_pythran
+    
      
+    
      EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
+
+Traceback (most recent call last):
+  File "run_benchmarks.py", line 91, in find_benchmarks
+    module = __import__(abs_module_name, fromlist="dummy")
+  File "/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py", line 25, in 
+    cxxflags=['-O2', '-fopenmp']
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
+    module = generate_cxx(module_name, pythrancode, specs, opts)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
+    refine(pm, ir, optimizations)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
+    pm.apply(optimization, node)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
+    return a.apply(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
+    return self.run(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
+    n = super(Transformation, self).run(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
+    self.prepare(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
+    self.env[module_name] = __import__(import_name)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
+    sys.modules[__name__] = omp()
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
+    raise EnvironmentError("I can't find a shared library for libgomp,"
+EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
+
      
+    
      
+  
+
      
+
+
+
+
+
      
+
+
+
+
+
      
+
      rosen_der
+    
      
+
+
+
      
+
      Benchmark loading errors
+    
      
+  
+    
      
+    
      rosen_der_pythran
+    
      
+    
      EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
+
+Traceback (most recent call last):
+  File "run_benchmarks.py", line 91, in find_benchmarks
+    module = __import__(abs_module_name, fromlist="dummy")
+  File "/Users/ogrisel/code/python-benchmarks/rosen_der/rosen_der_pythran.py", line 27, in 
+    cxxflags=['-O2', '-fopenmp'])
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
+    module = generate_cxx(module_name, pythrancode, specs, opts)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
+    refine(pm, ir, optimizations)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
+    pm.apply(optimization, node)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
+    return a.apply(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
+    return self.run(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
+    n = super(Transformation, self).run(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
+    self.prepare(node, ctx)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
+    self.env[module_name] = __import__(import_name)
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
+    sys.modules[__name__] = omp()
+  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
+    raise EnvironmentError("I can't find a shared library for libgomp,"
+EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
+
      
+    
      
+  
+
      
+
+
+
+
+
      
 
 
 

From dd8072f0d88c5d2167cd4773cd0bbeaf4f400f88 Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Wed, 31 Jul 2013 07:06:01 -0100
Subject: [PATCH 52/54] Update documentation

---
 benchmark_results.json               | 677 ++++++++++++++-------------
 images/arc_distance_logscale.png     | Bin 49861 -> 56031 bytes
 images/arc_distance_zoom_5x_best.png | Bin 51944 -> 58362 bytes
 images/growcut_logscale.png          | Bin 34747 -> 36376 bytes
 images/growcut_zoom_5x_best.png      | Bin 37558 -> 40283 bytes
 images/julia_logscale.png            | Bin 39747 -> 44095 bytes
 images/julia_zoom_5x_best.png        | Bin 43799 -> 49000 bytes
 images/pairwise_logscale.png         | Bin 78795 -> 83173 bytes
 images/pairwise_zoom_5x_best.png     | Bin 86736 -> 91028 bytes
 images/rosen_der_logscale.png        | Bin 46473 -> 48171 bytes
 images/rosen_der_zoom_5x_best.png    | Bin 50283 -> 49597 bytes
 index.html                           | 610 +++++++-----------------
 12 files changed, 541 insertions(+), 746 deletions(-)

diff --git a/benchmark_results.json b/benchmark_results.json
index 8d808d0..69ee1ad 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -4,92 +4,108 @@
       "group_name": "arc_distance", 
       "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance", 
       "records": [
+        {
+          "name": "arc_distance_pythran_nested_for_loops", 
+          "cold_time": null, 
+          "warm_time": 0.10692000389099121, 
+          "all_warm_times": [
+            0.10775494575500488, 
+            0.10710906982421875, 
+            0.10692000389099121, 
+            0.10804986953735352, 
+            0.10749983787536621
+          ], 
+          "std_warm_times": 0.0004125642765191236, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_pythran.py", 
+          "rank": 1, 
+          "speedup": 59.87967577571886
+        }, 
         {
           "name": "arc_distance_theano_broadcast", 
           "cold_time": null, 
-          "warm_time": 0.11752700805664062, 
+          "warm_time": 0.11812305450439453, 
           "all_warm_times": [
-            0.12619709968566895, 
-            0.11752700805664062, 
-            0.12017512321472168, 
-            0.1379680633544922, 
-            0.12259697914123535
+            0.11812305450439453, 
+            0.11903595924377441, 
+            0.12226200103759766, 
+            0.12069988250732422, 
+            0.12007689476013184
           ], 
-          "std_warm_times": 0.0071336648093831521, 
+          "std_warm_times": 0.001418229294307595, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_theano.py", 
-          "rank": 1, 
-          "speedup": 51.63922879678016
+          "rank": 2, 
+          "speedup": 54.20055546136395
         }, 
         {
           "name": "arc_distance_numpy_broadcast", 
           "cold_time": null, 
-          "warm_time": 0.12985610961914062, 
+          "warm_time": 0.13182783126831055, 
           "all_warm_times": [
-            0.13052821159362793, 
-            0.1322331428527832, 
-            0.13106608390808105, 
-            0.12985610961914062, 
-            0.12991595268249512
+            0.13376593589782715, 
+            0.13227105140686035, 
+            0.1328439712524414, 
+            0.13182783126831055, 
+            0.13290190696716309
           ], 
-          "std_warm_times": 0.0008762370439829143, 
+          "std_warm_times": 0.00065420759997265193, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", 
-          "rank": 2, 
-          "speedup": 46.73637672218795
+          "rank": 3, 
+          "speedup": 48.565884042349246
         }, 
         {
           "name": "arc_distance_theano_alloc", 
           "cold_time": null, 
-          "warm_time": 0.14884495735168457, 
+          "warm_time": 0.15376615524291992, 
           "all_warm_times": [
-            0.14884495735168457, 
-            0.14983510971069336, 
-            0.14977002143859863, 
-            0.1567399501800537, 
-            0.1677839756011963
+            0.15643596649169922, 
+            0.15376615524291992, 
+            0.1580212116241455, 
+            0.1633310317993164, 
+            0.15409302711486816
           ], 
-          "std_warm_times": 0.0071770446930641352, 
+          "std_warm_times": 0.0034718119344371943, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_theano.py", 
-          "rank": 3, 
-          "speedup": 40.773998439855134
+          "rank": 4, 
+          "speedup": 41.63682935829888
         }, 
         {
           "name": "arc_distance_numpy_tile", 
           "cold_time": null, 
-          "warm_time": 0.19122791290283203, 
+          "warm_time": 0.19675517082214355, 
           "all_warm_times": [
-            0.20965099334716797, 
-            0.19305801391601562, 
-            0.19122791290283203, 
-            0.19562888145446777, 
-            0.19601011276245117
+            0.21239686012268066, 
+            0.2019948959350586, 
+            0.20080995559692383, 
+            0.19675517082214355, 
+            0.19780397415161133
           ], 
-          "std_warm_times": 0.0065068791866359083, 
+          "std_warm_times": 0.0055608337550796302, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", 
-          "rank": 4, 
-          "speedup": 31.737019803807158
+          "rank": 5, 
+          "speedup": 32.53960310257122
         }, 
         {
           "name": "arc_distance_numba_for_loops", 
           "cold_time": null, 
-          "warm_time": 1.8413431644439697, 
+          "warm_time": 1.8216149806976318, 
           "all_warm_times": [
-            1.8413431644439697
+            1.8216149806976318
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_numba.py", 
-          "rank": 5, 
-          "speedup": 3.2959657797793205
+          "rank": 6, 
+          "speedup": 3.5146478453307526
         }, 
         {
           "name": "arc_distance_python_nested_for_loops", 
           "cold_time": null, 
-          "warm_time": 6.069004058837891, 
+          "warm_time": 6.402335166931152, 
           "all_warm_times": [
-            6.069004058837891
+            6.402335166931152
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", 
-          "rank": 6, 
+          "rank": 7, 
           "speedup": 1.0
         }
       ], 
@@ -102,89 +118,91 @@
           "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 184, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 130, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 126, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/decorators.py\", line 19, in __call__\n    return run_python_fn(self.f, args, kwargs, backend = backend_name)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 145, in run_python_fn\n    return run_untyped_fn(untyped, args, kwargs, backend)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 133, in run_untyped_fn\n    typed_fn, linear_args = specialize(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 54, in specialize\n    typed_fn = type_inference.specialize(untyped, arg_types)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 532, in specialize\n    typed =  _specialize(fundef, full_arg_types, return_type)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 502, in _specialize\n    typed_fundef = infer_types(fn, arg_types)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 431, in infer_types\n    body = annotator.transform_block(untyped_fn.body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 422, in transform_block\n    new_stmt = self.transform_stmt(old_stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 399, in transform_stmt\n    return self.transform_Assign(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py\", line 283, in transform_Assign\n    rhs = self.transform_expr(stmt.rhs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py\", line 39, in transform_expr\n    result = Transform.transform_expr(self, expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 271, in transform_expr\n    result = self.transform_Call(expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 88, in transform_Call\n    typed_fn = specialize(untyped_fn, arg_types)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 532, in specialize\n    typed =  _specialize(fundef, full_arg_types, return_type)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 502, in _specialize\n    typed_fundef = infer_types(fn, arg_types)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 431, in infer_types\n    body = annotator.transform_block(untyped_fn.body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 422, in transform_block\n    new_stmt = self.transform_stmt(old_stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 407, in transform_stmt\n    return self.transform_Return(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py\", line 318, in transform_Return\n    ret_val = self.transform_expr(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py\", line 39, in transform_expr\n    result = Transform.transform_expr(self, expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 281, in transform_expr\n    result = method(expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 149, in transform_IndexMap\n    assert isinstance(shape.type, ScalarT), \"Invalid shape for IndexMap: %s : %s\" % (shape, shape.type)\nAssertionError: Invalid shape for IndexMap: shape.2 : array1(int64)\n"
         }
       ], 
-      "import_errors": [
-        {
-          "name": "arc_distance_pythran", 
-          "error_type": "EnvironmentError", 
-          "error_message": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 91, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/arc_distance/arc_distance_pythran.py\", line 32, in \n    native = compile_pythrancode(modname, source)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
-        }
-      ]
+      "import_errors": []
     }, 
     {
       "group_name": "growcut", 
       "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut", 
       "records": [
+        {
+          "name": "growcut_cython", 
+          "cold_time": null, 
+          "warm_time": 0.00605010986328125, 
+          "all_warm_times": [
+            0.006086111068725586, 
+            0.006084918975830078, 
+            0.006505012512207031, 
+            0.00605010986328125, 
+            0.006103038787841797
+          ], 
+          "std_warm_times": 0.00017045841982707573, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx", 
+          "rank": 1, 
+          "speedup": 1844.6321327238336
+        }, 
         {
           "name": "growcut_parakeet", 
-          "cold_time": 0.3933980464935303, 
-          "warm_time": 0.005945920944213867, 
+          "cold_time": 0.38634395599365234, 
+          "warm_time": 0.006074190139770508, 
           "all_warm_times": [
-            0.006263017654418945, 
-            0.005945920944213867, 
-            0.006265163421630859, 
-            0.006066083908081055, 
-            0.005944967269897461
+            0.006598949432373047, 
+            0.006074190139770508, 
+            0.006345987319946289, 
+            0.006242036819458008, 
+            0.0061550140380859375
           ], 
-          "std_warm_times": 0.0001433425478485909, 
+          "std_warm_times": 0.00018190718249056056, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_parakeet.py", 
-          "rank": 1, 
-          "speedup": 1883.3289626689123
+          "rank": 2, 
+          "speedup": 1837.3193468618754
         }, 
         {
-          "name": "growcut_cython", 
+          "name": "growcut_pythran", 
           "cold_time": null, 
-          "warm_time": 0.006018161773681641, 
+          "warm_time": 0.009858846664428711, 
           "all_warm_times": [
-            0.008247852325439453, 
-            0.006411075592041016, 
-            0.006018877029418945, 
-            0.006044864654541016, 
-            0.006018161773681641
+            0.014767169952392578, 
+            0.010904073715209961, 
+            0.014066934585571289, 
+            0.010432004928588867, 
+            0.009858846664428711
           ], 
-          "std_warm_times": 0.00086279672269599537, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx", 
-          "rank": 2, 
-          "speedup": 1860.7218524681086
+          "std_warm_times": 0.0020086552791433615, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_pythran.py", 
+          "rank": 3, 
+          "speedup": 1132.0012817102368
         }, 
         {
           "name": "growcut_numba", 
-          "cold_time": 0.7733209133148193, 
-          "warm_time": 0.044857025146484375, 
+          "cold_time": 0.745354175567627, 
+          "warm_time": 0.044801950454711914, 
           "all_warm_times": [
-            0.04496598243713379, 
-            0.045320987701416016, 
-            0.04532790184020996, 
-            0.044857025146484375, 
-            0.04479408264160156
+            0.045385122299194336, 
+            0.04609107971191406, 
+            0.04546213150024414, 
+            0.044801950454711914, 
+            0.05261802673339844
           ], 
-          "std_warm_times": 0.00022821246057571818, 
+          "std_warm_times": 0.0029020785223777411, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_numba.py", 
-          "rank": 3, 
-          "speedup": 249.64038715026788
+          "rank": 4, 
+          "speedup": 249.1013660576969
         }, 
         {
           "name": "growcut_python", 
           "cold_time": null, 
-          "warm_time": 11.198125123977661, 
+          "warm_time": 11.160227060317993, 
           "all_warm_times": [
-            11.198125123977661
+            11.160227060317993
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_python.py", 
-          "rank": 4, 
+          "rank": 5, 
           "speedup": 1.0
         }
       ], 
       "runtime_errors": [], 
-      "import_errors": [
-        {
-          "name": "growcut_pythran", 
-          "error_type": "EnvironmentError", 
-          "error_message": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 91, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/growcut/growcut_pythran.py\", line 23, in \n    modname, '\\n'.join([imports, exports, source]))\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
-        }
-      ]
+      "import_errors": []
     }, 
     {
       "group_name": "julia", 
@@ -192,62 +210,78 @@
       "records": [
         {
           "name": "julia_pyopencl", 
-          "cold_time": 0.6411550045013428, 
-          "warm_time": 0.002315998077392578, 
+          "cold_time": 0.011639833450317383, 
+          "warm_time": 0.0024008750915527344, 
           "all_warm_times": [
-            0.0024759769439697266, 
-            0.0023610591888427734, 
-            0.002674102783203125, 
-            0.002315998077392578, 
-            0.002405881881713867
+            0.0024008750915527344, 
+            0.0030210018157958984, 
+            0.002566099166870117, 
+            0.0024220943450927734, 
+            0.0024449825286865234
           ], 
-          "std_warm_times": 0.00012542135292673996, 
+          "std_warm_times": 0.00023217296717665387, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pyopencl.py", 
           "rank": 1, 
-          "speedup": 1916.7830965616636
+          "speedup": 1999.5200595829197
+        }, 
+        {
+          "name": "julia_pythran_for_loops", 
+          "cold_time": 0.005201101303100586, 
+          "warm_time": 0.002444028854370117, 
+          "all_warm_times": [
+            0.0027670860290527344, 
+            0.002444028854370117, 
+            0.002521991729736328, 
+            0.002454996109008789, 
+            0.0028231143951416016
+          ], 
+          "std_warm_times": 0.00016069289130579844, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pythran.py", 
+          "rank": 2, 
+          "speedup": 1964.2149058628427
         }, 
         {
           "name": "julia_cython_for_loops", 
           "cold_time": null, 
-          "warm_time": 0.003779172897338867, 
+          "warm_time": 0.003847837448120117, 
           "all_warm_times": [
-            0.006151914596557617, 
-            0.003877878189086914, 
-            0.003779172897338867, 
-            0.0038330554962158203, 
-            0.003885984420776367
+            0.004011869430541992, 
+            0.0038712024688720703, 
+            0.003901958465576172, 
+            0.003847837448120117, 
+            0.003854990005493164
           ], 
-          "std_warm_times": 0.00092393988698250614, 
+          "std_warm_times": 6.0108647941174965e-05, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_cython.pyx", 
-          "rank": 2, 
-          "speedup": 1174.6660147624755
+          "rank": 3, 
+          "speedup": 1247.6093314331742
         }, 
         {
           "name": "julia_python_numpy", 
           "cold_time": null, 
-          "warm_time": 0.16804003715515137, 
+          "warm_time": 0.17354607582092285, 
           "all_warm_times": [
-            0.19313287734985352, 
-            0.19598388671875, 
-            0.18004298210144043, 
-            0.16804003715515137, 
-            0.1756448745727539
+            0.17763996124267578, 
+            0.17354607582092285, 
+            0.17838287353515625, 
+            0.2263031005859375, 
+            0.20789408683776855
           ], 
-          "std_warm_times": 0.010554333053483843, 
+          "std_warm_times": 0.020778220189568913, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", 
-          "rank": 3, 
-          "speedup": 26.417906360712305
+          "rank": 4, 
+          "speedup": 27.66180614228505
         }, 
         {
           "name": "julia_python_for_loops", 
           "cold_time": null, 
-          "warm_time": 4.439265966415405, 
+          "warm_time": 4.800597906112671, 
           "all_warm_times": [
-            4.439265966415405
+            4.800597906112671
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", 
-          "rank": 4, 
+          "rank": 5, 
           "speedup": 1.0
         }
       ], 
@@ -274,14 +308,7 @@
           "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 184, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 130, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 126, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/decorators.py\", line 19, in __call__\n    return run_python_fn(self.f, args, kwargs, backend = backend_name)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 144, in run_python_fn\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 879, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 825, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 769, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 731, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 662, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 537, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 481, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 879, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 825, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 769, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 731, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 662, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 537, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 484, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 465, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 111, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 841, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
         }
       ], 
-      "import_errors": [
-        {
-          "name": "julia_pythran", 
-          "error_type": "EnvironmentError", 
-          "error_message": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 91, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py\", line 29, in \n    cxxflags=['-O2', '-fopenmp'])\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
-        }
-      ]
+      "import_errors": []
     }, 
     {
       "group_name": "pairwise", 
@@ -289,337 +316,355 @@
       "records": [
         {
           "name": "pairwise_theano_blas_float32", 
-          "cold_time": 0.003612995147705078, 
-          "warm_time": 0.0008840560913085938, 
+          "cold_time": null, 
+          "warm_time": 0.0008141994476318359, 
           "all_warm_times": [
-            0.0010831356048583984, 
-            0.0008840560913085938, 
-            0.00092315673828125, 
-            0.0009169578552246094, 
-            0.0009169578552246094
+            0.001344919204711914, 
+            0.0009400844573974609, 
+            0.0008141994476318359, 
+            0.0008900165557861328, 
+            0.0008721351623535156
           ], 
-          "std_warm_times": 7.0491629133333849e-05, 
+          "std_warm_times": 0.00019062122297471929, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", 
           "rank": 1, 
-          "speedup": 24946.626483279397
+          "speedup": 31745.113909224012
         }, 
         {
           "name": "pairwise_theano_blas_float64", 
           "cold_time": null, 
-          "warm_time": 0.0013680458068847656, 
+          "warm_time": 0.001516103744506836, 
           "all_warm_times": [
-            0.0019237995147705078, 
-            0.002804994583129883, 
-            0.0013849735260009766, 
-            0.001394033432006836, 
-            0.0013680458068847656
+            0.0017421245574951172, 
+            0.0022079944610595703, 
+            0.001516103744506836, 
+            0.0019598007202148438, 
+            0.0016510486602783203
           ], 
-          "std_warm_times": 0.00055603918658313895, 
+          "std_warm_times": 0.0002436968935818051, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", 
           "rank": 2, 
-          "speedup": 16120.963924712443
+          "speedup": 17048.20946689731
         }, 
         {
           "name": "pairwise_python_numpy_dot", 
           "cold_time": null, 
-          "warm_time": 0.0015749931335449219, 
+          "warm_time": 0.0018911361694335938, 
           "all_warm_times": [
-            0.0025119781494140625, 
-            0.0017230510711669922, 
-            0.001683950424194336, 
-            0.0015749931335449219, 
-            0.0016100406646728516
+            0.0022101402282714844, 
+            0.0023050308227539062, 
+            0.002296924591064453, 
+            0.0018911361694335938, 
+            0.002031087875366211
           ], 
-          "std_warm_times": 0.00034952836986473697, 
+          "std_warm_times": 0.00016145565350048495, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", 
           "rank": 3, 
-          "speedup": 14002.738570996064
+          "speedup": 13667.368129097327
         }, 
         {
           "name": "pairwise_pyopencl_cpu", 
-          "cold_time": 0.10491108894348145, 
-          "warm_time": 0.002042055130004883, 
+          "cold_time": null, 
+          "warm_time": 0.0020339488983154297, 
           "all_warm_times": [
-            0.002079010009765625, 
-            0.002042055130004883, 
-            0.0024399757385253906, 
-            0.0025839805603027344, 
-            0.002579927444458008
+            0.0035750865936279297, 
+            0.0020401477813720703, 
+            0.0020339488983154297, 
+            0.002187967300415039, 
+            0.002811908721923828
           ], 
-          "std_warm_times": 0.00023826425326064989, 
+          "std_warm_times": 0.00059576616182109229, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pyopencl.py", 
           "rank": 4, 
-          "speedup": 10800.010624635142
+          "speedup": 12707.720548587504
         }, 
         {
-          "name": "pairwise_numba_nested_for_loops", 
-          "cold_time": 0.22542405128479004, 
-          "warm_time": 0.012491941452026367, 
+          "name": "pairwise_cython_for_loops", 
+          "cold_time": null, 
+          "warm_time": 0.012613058090209961, 
           "all_warm_times": [
-            0.01273202896118164, 
-            0.01335000991821289, 
-            0.012491941452026367, 
-            0.012624025344848633, 
-            0.012612104415893555
+            0.013516902923583984, 
+            0.012784957885742188, 
+            0.012974977493286133, 
+            0.012613058090209961, 
+            0.012985944747924805
           ], 
-          "std_warm_times": 0.00030367457436963771, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", 
+          "std_warm_times": 0.00030361040046515149, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", 
           "rank": 5, 
-          "speedup": 1765.475541559309
+          "speedup": 2049.2139198155114
         }, 
         {
-          "name": "pairwise_cython_for_loops", 
-          "cold_time": null, 
-          "warm_time": 0.012761116027832031, 
+          "name": "pairwise_numba_nested_for_loops", 
+          "cold_time": 0.2756321430206299, 
+          "warm_time": 0.01361989974975586, 
           "all_warm_times": [
-            0.01458287239074707, 
-            0.012997865676879883, 
-            0.013466119766235352, 
-            0.01285409927368164, 
-            0.012761116027832031
+            0.01361989974975586, 
+            0.014117002487182617, 
+            0.013648033142089844, 
+            0.013911962509155273, 
+            0.013967037200927734
           ], 
-          "std_warm_times": 0.00067061350267215642, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", 
+          "std_warm_times": 0.00019106296690794326, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", 
           "rank": 6, 
-          "speedup": 1728.2357633958597
+          "speedup": 1897.7271995238596
         }, 
         {
           "name": "pairwise_parakeet_nested_for_loops", 
-          "cold_time": 0.1280360221862793, 
-          "warm_time": 0.014158964157104492, 
+          "cold_time": 0.17906999588012695, 
+          "warm_time": 0.015487909317016602, 
           "all_warm_times": [
-            0.0571131706237793, 
-            0.014158964157104492, 
-            0.01432490348815918, 
-            0.014358043670654297, 
-            0.014583110809326172
+            0.08546090126037598, 
+            0.015487909317016602, 
+            0.015588998794555664, 
+            0.0171511173248291, 
+            0.01622915267944336
           ], 
-          "std_warm_times": 0.017103300289307812, 
+          "std_warm_times": 0.027744974247875212, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", 
           "rank": 7, 
-          "speedup": 1557.6151514641251
+          "speedup": 1668.8407506042088
+        }, 
+        {
+          "name": "pairwise_pythran_nested_for_loops", 
+          "cold_time": null, 
+          "warm_time": 0.015964984893798828, 
+          "all_warm_times": [
+            0.016126155853271484, 
+            0.016094207763671875, 
+            0.017147064208984375, 
+            0.015964984893798828, 
+            0.016312837600708008
+          ], 
+          "std_warm_times": 0.00042385620209799292, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pythran.py", 
+          "rank": 8, 
+          "speedup": 1618.971416624354
         }, 
         {
           "name": "pairwise_parakeet_inner_numpy", 
-          "cold_time": 0.21443891525268555, 
-          "warm_time": 0.015486001968383789, 
+          "cold_time": 0.281688928604126, 
+          "warm_time": 0.01669788360595703, 
           "all_warm_times": [
-            0.07711386680603027, 
-            0.08027195930480957, 
-            0.015486001968383789, 
-            0.015501976013183594, 
-            0.015503168106079102
+            0.07736611366271973, 
+            0.08200597763061523, 
+            0.01685500144958496, 
+            0.01669788360595703, 
+            0.015780925750732422
           ], 
-          "std_warm_times": 0.030975628111307645, 
+          "std_warm_times": 0.031018746604326929, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", 
-          "rank": 8, 
-          "speedup": 1424.1388542484565
+          "rank": 9, 
+          "speedup": 1547.9119881203953
         }, 
         {
           "name": "pairwise_theano_broadcast_float32", 
           "cold_time": null, 
-          "warm_time": 0.03640890121459961, 
+          "warm_time": 0.03778886795043945, 
           "all_warm_times": [
-            0.05952310562133789, 
-            0.03640890121459961, 
-            0.03679609298706055, 
-            0.03659796714782715, 
-            0.03673505783081055
+            0.05676603317260742, 
+            0.03778886795043945, 
+            0.04010891914367676, 
+            0.038970947265625, 
+            0.038333892822265625
           ], 
-          "std_warm_times": 0.0091564064114607324, 
+          "std_warm_times": 0.0072275297742233511, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", 
-          "rank": 9, 
-          "speedup": 605.7369589417851
+          "rank": 10, 
+          "speedup": 683.9806432888743
         }, 
         {
           "name": "pairwise_theano_broadcast_float64", 
           "cold_time": null, 
-          "warm_time": 0.05067586898803711, 
+          "warm_time": 0.05193209648132324, 
           "all_warm_times": [
-            0.05210399627685547, 
-            0.05072593688964844, 
-            0.05067586898803711, 
-            0.05135798454284668, 
-            0.0554049015045166
+            0.05447196960449219, 
+            0.05333995819091797, 
+            0.05193209648132324, 
+            0.05452299118041992, 
+            0.05573296546936035
           ], 
-          "std_warm_times": 0.0017537659139300805, 
+          "std_warm_times": 0.0012815088413722408, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", 
-          "rank": 10, 
-          "speedup": 435.20155728063986
+          "rank": 11, 
+          "speedup": 497.7048099568908
         }, 
         {
           "name": "pairwise_python_broadcast_numpy", 
           "cold_time": null, 
-          "warm_time": 0.10027217864990234, 
+          "warm_time": 0.10322713851928711, 
           "all_warm_times": [
-            0.1942131519317627, 
-            0.10027217864990234, 
-            0.1037759780883789, 
-            0.10120511054992676, 
-            0.10114812850952148
+            0.17538905143737793, 
+            0.11033415794372559, 
+            0.11216592788696289, 
+            0.10322713851928711, 
+            0.11186099052429199
           ], 
-          "std_warm_times": 0.037063629439677517, 
+          "std_warm_times": 0.026595633765615662, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", 
-          "rank": 11, 
-          "speedup": 219.9435316663972
+          "rank": 12, 
+          "speedup": 250.388169047916
         }, 
         {
           "name": "pairwise_python_inner_numpy", 
           "cold_time": null, 
-          "warm_time": 1.8791909217834473, 
+          "warm_time": 1.9391920566558838, 
           "all_warm_times": [
-            1.8791909217834473
+            1.9391920566558838
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", 
-          "rank": 12, 
-          "speedup": 11.73601726386208
+          "rank": 13, 
+          "speedup": 13.328671660543273
         }, 
         {
           "name": "pairwise_python_nested_for_loops", 
           "cold_time": null, 
-          "warm_time": 22.054217100143433, 
+          "warm_time": 25.846854209899902, 
           "all_warm_times": [
-            22.054217100143433
+            25.846854209899902
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", 
-          "rank": 13, 
+          "rank": 14, 
           "speedup": 1.0
         }
       ], 
       "runtime_errors": [], 
-      "import_errors": [
-        {
-          "name": "pairwise_pythran", 
-          "error_type": "EnvironmentError", 
-          "error_message": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 91, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py\", line 25, in \n    cxxflags=['-O2', '-fopenmp']\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
-        }
-      ]
+      "import_errors": []
     }, 
     {
       "group_name": "rosen_der", 
       "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der", 
       "records": [
+        {
+          "name": "rosen_der_pythran", 
+          "cold_time": null, 
+          "warm_time": 0.00475311279296875, 
+          "all_warm_times": [
+            0.00475311279296875, 
+            0.004909038543701172, 
+            0.005269050598144531, 
+            0.008346080780029297, 
+            0.010488033294677734
+          ], 
+          "std_warm_times": 0.0022843042084848379, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_pythran.py", 
+          "rank": 1, 
+          "speedup": 2212.466342295345
+        }, 
         {
           "name": "rosen_der_cython", 
           "cold_time": null, 
-          "warm_time": 0.006677150726318359, 
+          "warm_time": 0.006011009216308594, 
           "all_warm_times": [
-            0.0071489810943603516, 
-            0.006677150726318359, 
-            0.006685018539428711, 
-            0.01131892204284668, 
-            0.007403850555419922
+            0.006828784942626953, 
+            0.006011009216308594, 
+            0.0061910152435302734, 
+            0.0060350894927978516, 
+            0.006215095520019531
           ], 
-          "std_warm_times": 0.0017582151461244884, 
+          "std_warm_times": 0.00029759049852767577, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_cython.pyx", 
-          "rank": 1, 
-          "speedup": 1561.2509462258088
+          "rank": 2, 
+          "speedup": 1749.4736236712677
         }, 
         {
           "name": "rosen_der_theano_float32", 
-          "cold_time": null, 
-          "warm_time": 0.0074880123138427734, 
+          "cold_time": 0.014698028564453125, 
+          "warm_time": 0.007063865661621094, 
           "all_warm_times": [
-            0.012454986572265625, 
-            0.009068965911865234, 
-            0.0074880123138427734, 
-            0.011595010757446289, 
-            0.0106048583984375
+            0.007608890533447266, 
+            0.007063865661621094, 
+            0.0074269771575927734, 
+            0.007135868072509766, 
+            0.007194042205810547
           ], 
-          "std_warm_times": 0.0017787675717116282, 
+          "std_warm_times": 0.00020222379978834299, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", 
-          "rank": 2, 
-          "speedup": 1392.186264208616
+          "rank": 3, 
+          "speedup": 1488.7177332253275
         }, 
         {
           "name": "rosen_der_theano_float64", 
           "cold_time": null, 
-          "warm_time": 0.009441852569580078, 
+          "warm_time": 0.009051084518432617, 
           "all_warm_times": [
-            0.009441852569580078, 
-            0.011906147003173828, 
-            0.011201858520507812, 
-            0.012555122375488281, 
-            0.01157999038696289
+            0.01320505142211914, 
+            0.00905299186706543, 
+            0.009051084518432617, 
+            0.009057998657226562, 
+            0.00927114486694336
           ], 
-          "std_warm_times": 0.0010465793580402808, 
+          "std_warm_times": 0.0016408562656319999, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", 
-          "rank": 3, 
-          "speedup": 1104.095601232261
+          "rank": 4, 
+          "speedup": 1161.8609962331743
         }, 
         {
           "name": "rosen_der_loops_parakeet", 
-          "cold_time": 0.2917931079864502, 
-          "warm_time": 0.012340068817138672, 
+          "cold_time": 0.2964208126068115, 
+          "warm_time": 0.011566162109375, 
           "all_warm_times": [
-            0.1342029571533203, 
-            0.13878607749938965, 
-            0.012541055679321289, 
-            0.012340068817138672, 
-            0.014846086502075195
+            0.13219499588012695, 
+            0.14278888702392578, 
+            0.011566162109375, 
+            0.013947010040283203, 
+            0.014223098754882812
           ], 
-          "std_warm_times": 0.060404769046675771, 
+          "std_warm_times": 0.060967236912644315, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_parakeet.py", 
-          "rank": 4, 
-          "speedup": 844.7852312685961
+          "rank": 5, 
+          "speedup": 909.2127514841688
         }, 
         {
           "name": "rosen_der_numpy_parakeet", 
-          "cold_time": 0.5165719985961914, 
-          "warm_time": 0.014848947525024414, 
+          "cold_time": 0.5553438663482666, 
+          "warm_time": 0.016228914260864258, 
           "all_warm_times": [
-            0.1734151840209961, 
-            0.015077829360961914, 
-            0.015135049819946289, 
-            0.014848947525024414, 
-            0.014651060104370117
+            0.19855308532714844, 
+            0.016228914260864258, 
+            0.02042698860168457, 
+            0.01912689208984375, 
+            0.020821094512939453
           ], 
-          "std_warm_times": 0.063395018799909914, 
+          "std_warm_times": 0.071778898064393623, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_parakeet.py", 
-          "rank": 5, 
-          "speedup": 702.0502882098874
+          "rank": 6, 
+          "speedup": 647.9855587712468
         }, 
         {
           "name": "rosen_der_numpy", 
           "cold_time": null, 
-          "warm_time": 0.0424189567565918, 
+          "warm_time": 0.04386401176452637, 
           "all_warm_times": [
-            0.05023312568664551, 
-            0.04294610023498535, 
-            0.04265403747558594, 
-            0.0424189567565918, 
-            0.044087886810302734
+            0.058882951736450195, 
+            0.047991037368774414, 
+            0.04386401176452637, 
+            0.04518485069274902, 
+            0.0448307991027832
           ], 
-          "std_warm_times": 0.0029389242033642342, 
+          "std_warm_times": 0.0055389605449870849, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", 
-          "rank": 6, 
-          "speedup": 245.75587630256635
+          "rank": 7, 
+          "speedup": 239.7432804830986
         }, 
         {
           "name": "rosen_der_python", 
           "cold_time": null, 
-          "warm_time": 10.424707889556885, 
+          "warm_time": 10.516102075576782, 
           "all_warm_times": [
-            10.424707889556885
+            10.516102075576782
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", 
-          "rank": 7, 
+          "rank": 8, 
           "speedup": 1.0
         }
       ], 
       "runtime_errors": [], 
-      "import_errors": [
-        {
-          "name": "rosen_der_pythran", 
-          "error_type": "EnvironmentError", 
-          "error_message": "I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 91, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/rosen_der/rosen_der_pythran.py\", line 27, in \n    cxxflags=['-O2', '-fopenmp'])\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 289, in compile_pythrancode\n    module = generate_cxx(module_name, pythrancode, specs, opts)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py\", line 149, in generate_cxx\n    refine(pm, ir, optimizations)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py\", line 45, in refine\n    pm.apply(optimization, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 165, in apply\n    return a.apply(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 132, in apply\n    return self.run(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 127, in run\n    n = super(Transformation, self).run(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py\", line 75, in run\n    self.prepare(node, ctx)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py\", line 55, in prepare\n    self.env[module_name] = __import__(import_name)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 49, in \n    sys.modules[__name__] = omp()\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py\", line 35, in __init__\n    raise EnvironmentError(\"I can't find a shared library for libgomp,\"\nEnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.\n"
-        }
-      ]
+      "import_errors": []
     }
   ], 
   "benchmark_environment": {}
diff --git a/images/arc_distance_logscale.png b/images/arc_distance_logscale.png
index 280bb876974bba0c5a256738a938dfc70fbb077b..23c8b9d50cfb61489ffc900a2dcf76ef8acac9cd 100644
GIT binary patch
literal 56031
zcmeFa2UL|^mMwbBSxkTt41j!1XK_dK{ANsj3S^S
zIY|-}k(?ywJ2zO>-FH-1_j~vCd!t7`hBb;`Ip^$ehqdOKbFR%@X{od8R&QTTp-|RQ
z&z+W~P?o--P!=n%T#moF`ipTp{%@(}Nvixxd^xVXatHst%KV&)C51wBiTrO-xM-LG
zg|eGMJ$*v{T0l>egJbE)+}z;QRMt@aci~fq{nzcYy7<%a*?ZPUr}&PVILS_ouXbW}
z+Q~nB_q1HF_jyJU?^8i%w331^J-N!+CVkXT&RF8>OS_rbfrhD!lraZmo_+z-+M@i>
zQAc5|(%M$*)H@EPwL>~QYx6c>F!*W-{!+rZ@GT{E=i-A4-=-e^|G)dMo`V+oRjXF<
z_!p~Y*u+R?)EO&UStWW$rVr9?*%EHkTi?}~mLTast=%De?ON*Iy?bXXw&qO#zL%Mm
z#pgUdZX{1jp*&oP?dH0M_vv}1q~^btthmDOPfJg4>v166;!B{gn&`~1_omI8pKE+x
z*Jc=$ws+5-J@#D@VTVoX5APDTAKtF8j6#`z2Z{PDhZK?NfxM{t6xN&LQI|e=uyb);
z@Me*eZAdn$4xw(=^Rq14cJyjUNswrqlBQjLT_}ZOUb#DWF@?ezfx$*9#?&kH8g0E@
zENaFl;d`*$ENAAm^UUPYjK^xS%F0hvQ%qxA=BAnjU1l>AiWX5?ULSW|M#){rdGx4?
zu*0al$9BG--Q7{SxyO?XtHsyQ9W?)%qmf~Q*(=n~y9D)H3p|)dZ4;N*
zJmu9pZ1LlClXb1e>a}a-j~{n6td0yVWOPwiOELAavhWDo&S!Ye>sPV={)9T?89uXb
zLR9)%w`WH!U#DAj26t6Q6*V-dy?ghrtL)_sk-2G0w~;L|o>qO0M?H2PmA!Q7((lnx
z#Vc1rG@VAOH)T1v#&2!Gt1t`AV(oek&T7r3@y9-!<3YiuBwPv<*&|mk2Sm4
zes!sQE!p)o{#BDON4KC_p(kUl=xj$X_0
zWvoU<V$
zqsz2K+s~i+ofV-vB6JkWoA$mQEP1XL@3n!8WGW47W1nN~Bb%M4Bo8P?OXoPxByu5Q@T8rMX_k|-Q~f?q
zo`iF27d%cYShs_}KHZ^Iu(JJwa?TB=ZTIdL_nCW{LnX)TN9*+3`upR)WjRD)1;sC1sC~>Pmxx!!Xys`B_19lDvqrVC
z3WX1L>1@4iKiu*18J|&CgISJ(mDR9Le`jdP^J8JY9BPKm*-m83q+55hC@_U>l844op|NPPoGA_YZu}mDNOz@;%fW#OE=*{lwu5%#@dF-(O$K#?nM-e_(jC1
z9rf8xQ$6*+hlV_+`g58G1_ll}Pqfkdo0v2t^POk$w!o}!#{qd;=j-REchk*nhi*dM
zIVv@N$5=(YcR<$KQar*tlz#$;<>E
zoV*`S3XNOgr_Z0?&Q2jPlAryMpMSK+-_NgoK>g~~tM@bd(u=~SUtYJEowoBgsg6<-
zz{>_(ZqRH`OG~R6-Mn9FE8V^PH_8XkoH+4U(hNo|fDPc$(sHrYjnVndF~z~w{__9^RDo0llQTU1lf3ij5TVB?FGgAQZhZP|J2qThAaAj#*Il6rD|N60vQxIQz7_
z;mxHRqkTx7PEIKm
z6_xr#1Memq?@u8D->#j~)YPm=7WZNA{O-o6C?)j(Z)ju^BdzkQLc_rt2K@O
zQAqx3c6#VS@e}S-2xLi}wb@P%*1h!#MSfhhbqRW04w_zxX3Zj0_R7giL+zzXSVS@&
z#E=GKhlw`7w)S?t-hCRGVWM->3Bj*kA$IQfpT#Ma?X6EL%A9@jYO1TRk5g1sw7b+S
zd*U^d0mf-lOHChNmb+KU!IO(myI`%|wQC(WXhhzm^?M!G{jzo0iWSEkHENCdqi`Yw
z9mn5rs;8Rgw_^JjwbGuXP)yC;*6*qyhu5&0eV2&iSJUzivTsZoy+8dN=(Z9wlC|z@
zoOo8Pl*q4u#M_(vv{*OExK0*h9HK3Z(8|dskqqH_m(VrorgUpLoVBV{3vGru_{LIGE!#^B5VIoXBfMT;2U$LqtS#3HPe@2$t}D4R5rv~J
zE)>Y5fG98Dig1DKtn}>ArR%;2Rf6d?ubuGviO{-e$?^^#CCze^lqSW5&Fa6D4(lqmfF#`KC#-y&Uj_2w5&~#r!FfS&_
z=YmNeL|D8dfY*zOGtP#
zDMTyF+*mn%WF|`vXPT26i+?iJIpsp^n+wS+zPn&AJyp3xO55(&KQlK_0
zq8#tscySTMe2Kq^Q@T`;NX*ZlS4R4qn|0O1#ob4u96}Yglq
zlNK|_RgON3@`*EIVg^IMigg6{cm5DQ^z?j<1K>w2gVFqBPj!X`UEz6Jm7sSa!vqh(
zHgv7nU%-#a2^rHREqO0MrI*#;iaue`Y8q%
zBqS0_^x5tK%CQRxsTcWjRAP(vCTkUciKgRF4F{H)FC{)QQIQ#{kZ{FE+^doOqSrj8
zx1Ag|!0Gr@SXfw3w`B_xRq)!ti@bQ$6;@qUY))fMw*0-8zrK_MD_Z2MinrG31^HxT
zWUxpDbeMaD{HVQ(hanhe;CtRktEXuFNO5VY?N+*@6^RCNcJ}tZhJXFu>ohg$iF$>!2f2LvKBfI&_4Qyw0ksuVLVu`_2r7Z*!ncUCspHpg7byUoVIAsM5ZRPoAFB+}KD
zLI87jZJbh^W>(^rPhLDht)X2tF;OZBx}8t;0!d^>P87gXNg()Cyq5Ieg32c@ds5ts
zluS+o?^d{bdMeFKj?ix2{0it4)n!N7%Tu2}ek|)vX^zEV|L$Hm^82?ea!I0Y@%9-&
z@tWEh&M@p?adGhqAYNObX);*~`R=qy_z{9wt-EWgk;$TGBw4(_xy(5Mf_IRdT^cB?
z@aoJur>Wi))wHXjSf%Jvk*R2TUeE0DA8Sad#G#rfjXH^4DK>iF*$0R#3Z|x}+fiF4
znIS!rJSzF@Fct5wFxJC;;S
z0|U=sLOgVfpKXiF{QX&>Hch99ZXXLv!NAy<0HCx7>d&n^1WXTa+O&xvR}8k`bUSToZo5LHJa=Yh=KZoV=~ohdoCP=nrnZ?u&Xb=y>XV{2?%ZjN
z)RkwS2S=sqB?V@ws0GZhR0X)@{`Se;_cOA1ieEs_MwOm|W`*?UNu6@5ne?K5#
zr(5B~WOp2S@~=&mIde1pm_Z(!p09{0w!QT__qTGt*KbUXmx+*N&MPV^x^w5wA^WjD
zlPkKqf{l8Z%`+(KWL}WY!h>dCp4x?)8F`MXk
z6q^~dq=>*^?gQv)4T5xYJ;1x|%r+638*1MYN=2ejXCGR!hC-qD4GM~T^X3o%k$oc-
z-7j^Ddgv1#z;W?kMr1kV#pEg*EK#>>^c@B7d~D
zj+DC0%3&7UY>buYHf;*VnjFhm3-BhmR9WC9c~qc2xwg+fNjNPCc~0x6oQ8@8COckv
z4%ZvS8KAoH3ITJ}8Jp2p5iav8TB|fo-az!;I!dY?LHn4AOk)6Mri8lluGZdwG9>H=
zXkgA##Wq}Qx+x?qtbm`5In;YjIDx>~OR`tt|h!GW58ZTT0@Fi
z%5r5CidBFx(N3Dq6FSWM_eZ(R&Dyli0=WX!$z8iP&XIBL03lUdCXa&rTEFwi3qm?v
z&UY{2T+!xA>87(8?vO#8tB%bI@2%BxNlIpBVq)F1=cRn>>(I~$v*zsDkTc{BDB?!5
z(-ZbT?(WCaeqOYwhNEYCV(9np-*1h^Mn{uPbGD1!OUAC$LhQ_%Ts#*{k_j8zCxb$_
z?(a`?L$9%zvjwhFch_6&_v7ht3n7|VZ2+6DhLnDesf~}+$QynE0feQr=_NIAuhJ`4
zN|ahkY;bUJY<6zW$IJ0YM#jyBg*K;dDP78$&-<6e;Q1C=q0Ouh+TV?AnQ_`8z^K@g
zeTzKHFTQts&w4WWSPdH8o*z4<c7F5rGT7Cc2>d@Cw0pJo4%f>%3#Ba>^S}
zLJ@D?NE4Wl!~qr(g#y4sakSR%rStD(&Qg<`PAv{NDhJqIqqNkIL+v%r1J&#H`duVp
z@)=Z|2CY%kQU1#M$A?wb(JCZ!RK7grb{N@1&(}rrLqUOH#?sWSf1ixM&CQm=A&R;v
z=#jO0^nV#~?cIA4yX`R(svN4?(g?61)o3v$8x?H&*f$40aEky2
z-y=PLsc0wUk(6
z&@nfa@q?V4%*MTVnpYFYVA>1(H
zxBvP@bn2x3|Mq+=_N`^Ya}Dvk2fxv++kU8n%S~B#$Y=j4kff?6^@$S_g%-<%2Vecc-ADwH?SRfS+0rjC}Z~j9#!WlgI<0u6s9LeA&2m2mg7xdt&kN
z@$McT97D4t0F)H_UNB*tn4I!Gb<3qVjko=AmcZ1r;tk-~{hnLM13?;H-KlqAwVn8C
z2Z9e#5=Y@I*Cs^EvPJybbLuuLKffZdNNw6)d`?S^ua{Ra3U(d6jJ^*m)Umo+WX1Z&b;ijxPai&f@ehb{EuX{w#p37BC+_G6r7k}=J43r^(_VlB1X=xD
z*F}>k)p{mbn3zZzjUr6-?UlO(A~%?3NaFJ_|J89hvt4g~NhBH7N(~MUdWC?#_J4LS
z$Pb^I@k^}s*N3~C36k|;SNMtA38;yE-@a27`3|EX$qpPmc>deBZ;@a~5bREJk1}uun%)t!AY=?Ex^LY%VS?MsuhZqd>lV{``4f
zGKo^+dVb7Ss@Y{O3knP$K&}5X&XiHPL6h?G^3R_>m4m>ndU0Zjb^o`fbb|W*c3Fbc
zw{Q7t#V{r?9GV1jbs!FS=)_R_0f6KKO0n_~GkPD08r2*m)GgtEpcoMv!Bb@N+%cP;
zG90b8&Q80uq8Lmbb~77ZhYhL(S}VFiJYiJD#wMAt-iVT<#vug*Do8?o5i0qD=uD#X
z+>9;Kha{#-oJyTnFi_Bj8&tmL*9N9O0J#R6n@kuY5qKmL1+kUHwVWqHM^wnvy85qL
zMAx!+ZJzYy%fWfIRgR91!|&H{DZBImHv~G3suV++B1kG{c7zMFc42OIETlnZwZom2%v6kx3;+fANYLE$S;9d|a)drl
zlb_CXPc&&z1e;kyiAsz+zy0=0@Iu}Afii?XlNx!oMEyq$kTgcRYcGgS58Tig@WH7d
zO9#MFle|Ch+DU92P&|a+=5pu(FZA)yS|iu$9G5xSYV|8XE<~w0j1@3aLoHC1W=R(nR5I4SKsS5j1L(^HeVp
zAK&NY^^SswieFVrgb^I&aOgiZPp|s@9v-fW)yRl7=p{pMVPE;ib%!zv)xPX0Q-be-
zONjKR5rkt7fKv87xI+vz(d>9D4UU?MsOXMOn`BL`{S?Yi4uO)kPR$B$Di5>dpu4Bx
zpD~r+Jo$OkR?Qf%non14ZF72(fjBECEoI7Ve*dIm*f9Pm}j(FEPsA{BwH&Z
zWXx6~^TLYH{dyoy+tEg6piF;f0sr73B%kyjP6SN3`fprBXMUp|%zc5!jxfSk9JB3{
zhthJ`dHNbDonLDKJ6VG}niWk3Y|
z@9%FBGFW7?V_#ZEM%0BM5&k`epqrRA)KfF{U&~tPl?GM=ADhgiA)&3Np{WIXmuUX|
zWX7yt$rqBbh$_LAGhOl8sUn0bXw~tsX%^eZD+Fi4chV7fEJDz_OCNEQ6g|bs%o4uj
zKO*JA9zbtV=;AKgd*q0+Y@K0t&6)dKUqS#y#8cCXILL{82=H%tQilv&dRCci>f4uC
zxw+#%#0?Ao{Pa-TaJgmel4D!IxvA^
zj8un6w~;9J$&)~5eTh*TV#k80OhV|}L;a5lDQG~^)-$b)bJD7+&yee17cw}UCkF=W
zN$Lz_4+B(s{O#Y7FhNtWAz^}}Q^2MM$y$Y4vI)c=vt|%hH3AX9z9+tr{4LRu9Y%Y~
zQ7i=`0y~X=cT;lejSCUGM@JNQSy?YsFghBnE(l>ZS~i)AoKEY1{P>ZGf)1%&0%;V~
z)AKFcw?|fnT`&R`0NEt%=$MHiC~%IDIdtXSc=27^^JA7Jb<9VsV!8pXnK=_pd7jFH
zJ8E+1&$35J==1DZB%o*~iF}ed?{2IxB0A$w?+b?^y$FvrT6%@ZygCzsBHkY1FwwM0
z5EK0Qay%D(nnjb(TZ}9_eFk0b;yRv`4fR
z`9&d+km~F(aw68YUL(OMDLgIza(P9l1QEB92c8Q%C?XopOpPfWKc1_wtNZGV#CEe^
zU!D@P$2aFGlNj|hS(G)a*RLls{TYw#p`dYnCmPA5wVb)gBmS&!k$Na%U?d)$Y?XzA
zfOf|YwaYm`1xM5~SoiNg+h5|KRF_t(yJz6{#ld9#GS?FVy+6L^#&n412mnClT8D&$
zu%cAJM`3MRO3ekhbpeQ(n3-onn~y*-;?vLF?O$81?&0RP;yaus6v`25`OUk*bF1!>
z8bN*g_XYb<%YmEZAAzV1mXZSGfBP=_uVv(~Qojcru{epEvV=2_`I^JLj$OjJgjH$b
zHLg28-`%|b@qpp=x4+-Uc3Y&3o0jj1JH>2DQ?y3zm1XUm#I+NeC&ah<9KUnRfBPcv
zF_?_oUjF`3(U}J)8r$}1-RrkLW_s2-)3lI1#;X>Csa(VtzYCESa-6O*KIv?95Iihz03R+w|_CIa4IS*QO!g|
zqkKW)ss&9AJI^&eza=;oM!WxE`9=bE*9!1p{iAIuAoX(T`;A)-Oj9Jp|yG{*`WxRu6en%CRg1}?PU#U@xi^4E=GG%XWBq4j1$9Mal#;d}@3U{*GBY*IeC0Gv152I@+7|2HA@v$S
z8qeBONY`acXoPkH0wa^2M_jIMo*fk+5YM0AB%P(ua#_jBO)I&`M7I>2a$V-v-qy=(
z#%QMJ_g(t0)v=$B%uUwjJVs3cT8=|AQyDr$kVa5q;$etrBhPmBE9!2&oghJ8PI0d)n1Hz5adV_77-DF$)fts#(h?Z4Llkd
zD5gCagjKGB^#(h@tEQ0|9lzi)kIBNMpJSDUjwwkdqOkB9IMNuUaJo_5lz%
zv^~&43VWHI`{6b0sK-#j!9t&-5gvX>awx=iDt%rOGHnDzf|^;>9-$&RUYepiLDoRx
z8UCv6`RQ_e$55%L67nYg26-x7Hs+BpBy7~M;1e|rD?;wtkM=|W@uKb#BPJc)(!dzZ
zD%Fd@?&rp3%a^kwE&z7oX!{o{M?^%B3R3QZFmuAh+^nb=QmdD@H!bolJVLN>u|nS`
z6&5!8aGRf2y$1ns$jaxT7hrn)u#Zi1W^B4gA*T_00imOY%g_4w`Gw&KvBBk|o1lU?
zma>ftg)dGzNkMb#(hd6F{(1kElWphWbV
zlP9kez6Z9i`hZsA2ZTte4>Um17Pe3*tPcvMLPPg~)Xejz$i~R!1FFx<
zdObr*OuOG#P(F0RQ6~f1m|4Sd*C6~g6?=Nm$tg!
zyH^Q&OE~D9a2N}1rcmHXg6;)lS8Yy+yBCh6x#lc3}j4lE3#)lIZi+WZDfe
zQI{-V`z9H5GO4(UkM8=iHO42Cf~DsrbHpQ)f=RrJ6re=n<3Azuh_Di7E>r&B?Amu3
zIqyz-7a7n
zKzN^ZXYOSVS4fZ;M#KS>|0)e`u+LzI8$6IO5X^HA+;sIO);KSD1O%SmF;sx(ybA7b
z(_RZr`xCVm1OTNXglII6tjLO1J;qS#EvAI;>11}Q}^O3cJ5Z#Lo`@SlB
ze}zZIXc7yzvrhorRK`GLCV_c11LEn*?J(^j&c%#%UPUp%=Q8Vvt=A3HMtq%Olp+T)
zgd))MCzQCqj|hGf`4P6X$EfYY!&$52w3_Qh{*_zDeL;X7i#KIC4)H>QU6
z7cX8MM};p9Un%51<4HWgxeG#rH}m4j#!eMM#1jYyZi8h)rPhX>lZQtZc3hHGKtO2^
zi7Q%=0vpOrG%}&vi4&+disUOdUl4jJ(CjFOeOF0pb{KCWq5LAl9jrW3k-tri_Y|Ai^UA**-|!9T
zh^VbZ%1DNRMjh;1&F{7%pXbj_n#?dg>E_?BFJHe?zt;gqS910dnBP8ak`GvL>*&-n
zFfhbo0KUo&s4AwXr+ey8ojL_0;@h`xVdy>3`Qtp_pR)eDpe|NO(C&8#{%y;=1;Jr7
z8baGk!T{B0*v64k+TZD(=!y*6{uVt*_MOZ~pav}dTISuO+~
zM7|?NPi#=R`FcePv=|PP$gU&i$AKTJbN^bR01XmV=m8`ZSmjtP7WKcaapX|%n}lsk
z8Lm>lb#G#=xbBs(9Xri>J^mWQ{rBj(fI&(ar2~g0U|pQST?hqFGCe%
zTyyMdNXV@k3Aqd=lCfCrlLcxTD0uMWhXBk1BQA^24OFO#uynB~l2r){U
z!0A)0P%SrXo#pjFW%zSFw4m??U{gCEGpz~q#9O*x#0E}
zP|R!^b_%Zmo8<$Xmu%J?3kJE#bV|!EknH~>D7{*)AbBYvw;~LVz^-Zta}6X^Se^h{
z<7am=GICK#Q3}3Gz{mk0es<8)1uUlU#7}P}A!oo>;zNSaDH_5jRNjI=xgzY^(!0PF3nk!}gh
z05aYJHv^KJ&up--43?7MK2r3c&!ej%^d5-Y5umFM*ty6mk*P#waLy~;rWeiwLjwfc
zc|?TS+65oS+*Hn76!D9Ew;YIbnUR2LL>2&?-|Sm7)}ssJFwp8F2FHPSvZAHf9u)O8
zD0($DV_WmnpZBWP5@CZ_#>i-4hycF+TV0LW*^W(wy4onA6jWaIn@gw2bihgV5{#TY
z&}Mz1W7ZhZTOb@VpSG(Z843ZQf_@P}8XX^Gt7hM_bJN7_qSAh4>elVXN`%w_K
zwg?m$&tQ-4%b9a_dw1*8mGmBaNdS77aa=|Kt_-m)1ucKwXPU2-*R1ijvM3HkoFpF$
zU0xnFEgy(~B4)o`R727ywwW@~8VIL|TyOaG%_TyY!Du02Jpxs!pf>Ma5ivio&Z3-sIaNGWG&v^A7fH80CzL8HR3<6mV_6{i!i0u>t8_XD$uzd6c
z#^nTuOmPDPlJdkXbMQ9d`QgcezzIRI17c#bisLt&MPj_ubQ~0m0iA+rAah2TY=q}y
zj_ZLdlbmPlvw&n(VOl3^PmTvlkz|N#QfNSe^!?)e?N??`m$gy~5Je=4eh^M^(DqGoGuTIcD@^XV=;eX)mW!N27z^v%|)+KY|-#
zbBl{T21pwr#r5hL*IQS4jlUkkvx046=jR`dEZDshDm^F=5On`Q-ap^;L9$o8+mxgT
zRxPp3Ebf|nJ`@-ApjD^k45@M8Jp5K+w2r(*?g(kTn*Z`U^MCofUugevMWK5%V=3j$
zk1?kCH{5XXodN7_%v3NU)>oM+7vnm{Sji`poON9mcK81MDwL(xzrJiEb|`+*o3(9Q
zXV1L6G3~Nc*_?g$`pWqM#oiQaB+r0(tRQ`9|98J@e6B$;)r2$B8`gDW<7hZ0o@=b1
ze>WEIzv=OM$1=7&=3RX7v42Pi6AX?=iAf3bBN?gx{==WWpyzkv>W6>MaQ-9K^S}4s
z^`RY9AP!juyah2cz#ajo5}6xwZ+J;$;4O#r`dnl6=WUDVK1(8~BIV8dudr?`3jfxc
z@PqU{kgxyhX3GERpJA&<@9JOs=29M9^jmi9hyqtV&naW(Km7~YU&6Vp?LK8q8w(p7
z6}=wd;K{t1d$T_~6u)3w`dHWYVkb05^7lxJf7tea`yFxL<5hP1r2?dZVG@eWR}u4t
zdfMBBB9tTU^Mtyq#4(E>H#ccYN-JvCSc{I*HFF65v=0B!d&%ySp;g}`=gwU}X+v(x
zth%X8F=bmgGU}>$J7@quE&V(lIkIaiSDbKWf>9+IaByP=9tG>Dk4X>#M(;xc=w9UFvRPtUYt)Hmp=HK~EB%
zHYJ0kHSF)FD-$xXlZdSlUieOsZUj~LWe!Q1G^Hy*?6vV*KL3-EN9-?tKTAtXYk(4l
z_}b7AXkEmS5{^=sV4kMX`K;zzL|H`VT!q|19P%gtN>$NGrDpQ=&AWog`8UdKyH1H(
zEr@e7r~44C4GUfX(nx`_lzq>h6QqM1=&>Ztgi5{3;LyX3cewx@kLF-+3}4>BKR9?V
zP=lf>9by3DvTN4D5GkUIqjw)*XRr9|bAXU%9LjHwL;M5&9~WyXgtp3e>HShtcYs{>
zV)84pE-`@t)09y0U?R&TxUxdvO>eTQlq5Ayk|f-AXjh3B_dJG9A8-ephE4NNKxu!^
z)OX?y1Xohtk%zB|)8Yy$RWfiockT|c#-NBYD0^`t{fGMj=NdvshoJ~P0G=7cfxjZ}
zXv)-B&Rh)Yx^9%`wZs5G$WUoi8^iDjtL{+*B$t<$4*}Xx$y-?qVAwpdH9r8?
zH797IDMSJ9OKn}xXHqXO_xijHdd7&OA#387KZ?3Qu#u#J!T=%w8OLFr&s)e(65RxL
zs&TD;0rb~^_x57a{$iKn08t7E>h)A#MyV8ytSpIYONEbM|
z3Uu{gRpRE-&-@vX7zRWE*P0ac
z1`;L?7Siy<#%68emJ^qf@?|1L1+$GhiaIJpa8u_1mI|6IMy
zObb4kk)Ap^^r=*#CuFg59UFK~C?0}FX)blpl%sVB)dy#!OT`e)4*s6#hef?M_%lae
zJs%%-+X*q)2?dH50h60VE`N8@mG-zObEcpi=mxIK%(#1T7K=qJ%t}i;nO1D?u3!FU$tNQ@HPYpuRXKr8_4)O2@+fKTIMF}^
zHCS#yJ5`9)&5OO1-25}Hw5N&r5IP!+72)IK*T{tdSJTwJ2q~c9(3?cGsA7eMbaZ6R
zBE^S1Cu80oOp)hi@H~q@kcDjgu2c5qu72_3
z$7MM2R?NgpJwi1K+9IQ9eyZeUX4h{9VM{vbGIlPNzSFc!UI*;}Wngsy$H|2iga;5Fsgg_o^~}gBZ=C=uq)@0hiWuO1ZgMvTAuWjw
z5%fs~m~+_8dC5t&@gt-Y5b?^T%8RVppWAl9jaPFT
z;Z;K$E-sS+6Hl(Jz*2qHm@g_Rxy&~#4CjA>V*by8LIG3X$|rlva_Q!>m}OxIq|gBZN7|#KUhK{Ncj~@orwIu3(WH^ok%5u+tl7Sbp)71b8Gasx2Li<5yZbz!Uz$jm}AD??xkhv1MQv2gZMuiX5qk=w=uxPx@|XLnItC01j-XP^}M
zVIP*ZCuD4ye;Zec<)>E8XADHnCm`R6)1Obj>^RPjo{25E%LeJcZ3L`yIifd_Jz`W6
z&Y(f?Xgj|`C+8mv6a5l=0=e=4;R1@$7F*nfK)zCsBiJSqtpvM`T%gm#xxk>bc)bJI
zffy4G0oPIWfm9@ugQoBXbmA^d4l?87X!wK(``VqHXyTDn#|PybKl-jlft*su7{G%GyL$vcgt
zkF(gzxnj|W4S!<%|E#)H^-0sR7hU9RY9eLS_vN20Q0s0oX}p?Z
z-JraOLh;)_e^=ZQDQD;GOii=0v4&7xdLpok>4+H$M9(
zc~p$jW2-2xmGdoSxiZAkVOnv7_VJdbPR$wbZ4Hz@aBka{f2*J~;zCfxY2I?xAkd7D
zD;~e7*}}Ln&cgG-z7LDh#5Nx{T39vXl$J3sb2r=^+L7AvqA$bOkWJFyL{mEr8|OjA
zcaw|N>|f!^F{XL0#5|-URlhn~qq2|3*j9FbFDE9q!Giw(<4t<2P6J!RRYRy-=y&wk
zIj`)J8P#={cd#;Z=BxIbw)$qoG{lk|Kj1xXUpo+RjmRkpD7~04{X=kGDbKF<~{T~EHA1y-AIKHx$$E^&uXA!?fok~O-R0ioB!|F9Hh>qJw3?0`l+ZG6$>n81$g
z@=E*qNn3HMyR5ie$w-;&UC%qUsb>o}UdHqU+$I_5Yf1M=DgLX>=eIUJ$?5+9TUwU9nJ49sSO54o*z(p_GF#+p;M6})9p0%+D8`S1g1F*p
zjT&bC+BoD!46CgbdZUb^PI!T)fiGKsUKnw$By`wyT==8a%Hkn+f_g%F%zxMOn8rJe
zL$PMc71Evg@3I^u9ZzQ#2n#;gfcc<|FT#d$eKBO8#m>qmE$`1NRw%Z@BuBVvpZ-+(
zhJ`t~XmsH)ezZlFs4j0Lt<)0@Yhn#-wy!RS4J_J(A*2BU6<`{`B$gP
zI%nZj#flg4GknvZ8N0h~|FC4I0A3}sSF@F2*V#MsIaPGgB05*s|NW7YRmNZ(&8+*la(qBP?wENLO$*`k)lM&?X269el~b
zxDc#0puzX?lWm>?}1
zxZi>3-~kOYcyw~1-w2vbjo@?f3PEpRILucxSRqs2{Cn+w((#wV
zGF)Uws7)_t^Xns^uF$1*DIL6Ov<|su0++tQitrldpun+su*bgn+>SC{2Hj^H$#rxP+N-u^3EaL-M@M^L9M*Khs;
zF3+mV^!CEIrB30A4VtsFl8x(v;Uia4&4$CDDr;yMxl3n0Wl*M3UlyH1pQeJ0%u85q
zRg3W9gce6P4gliBQ}s=u+7Q`i8#$S
zL$|j_!R|{K_Q&ARK-AQ!h|CWt*ABaEBUk3Ybx<12RFGJcuwD)0s+^*>s|GOq!=C5E
zM6RcRQ==Tc2INi&{AeedKx_DF)wT5|{w$@KtAZGIdF%CL-0V~qLiGk`7D7>4D6Gsa
z4*g4|z<}a|nb%iep@u!Ft6n@NBkA8O(2-RCOm^>rpeHT1K$oGr8<%r5^S1hyObX{J$!jEL0e(Jlb~^bz)=}
z4ye(;N06S(RX;YM%GX;~_4g`mp7SAhEc_=6wOi~)dF?xTI2Wxy<)8ahfAf*eCX4lg
zC0ouXt_pZCN?A&?h%PePL(4cZW9gB#|ME|F`TycAXE7J7U$Q~ypKdc!a7d3_%hIG)
z%*LP-?p64ka}Bcz#mO@co(^rrV}@uTB~6_s)<@nUJX%REqL_^mL$s;RF
zer&1#Fs8pbtc*p#)RC84Wj1`wukWvLB{Sc((YJt{=D9rhUIj
z?1iBnS`E?Q?ed2%Q`ZIm9||`s2%W{Qlr{8CaDS3(P|2MhP%Qprz3?9h(qO+|?l8-g
zfs}%?xfJr=!YSVg6=NYv{U>TRPF|SkD&X&zS64qs{XOBxue3B{+)<>rDMJYc=;us#
zr_w1U=D5m)xaW{3Y+$2t)kfvCa%)g&7&ubS++871B+yG*jZRaN1gWy;Rx&R0ivlYy
zjJqSZb1vTtJ9vEh@j~#dlJ>inMy6tpy1r85htigEn
z^~0@AR(xeXe7H)GK3$#jWOdQfAbX0l7q82pb(%Ux4gN1B(7uZ;2|^Gug$%liaB)vt
z(8#TI^abFu7<*>#o!7n()r-$z)R-!Z1OvMgxxS6GNFhI`BwShg^{JL12w2SFmHXvL
zyH&XDlJsgoHJqC$buo@j?!r9+q=N`uAN%Ir-+k%boaAB!5Q3sc4lXM-WMnK#w0u3d
zkxTH0T$t#~sS%m-&0Ydmn9__Jy>kfzWji(2pYrX3UlB8v+_X$u(aD=sL~!YV8Em;b(|cXpj3i
zjyAUh|90t{Df4V~*3r>HXGYv%bdixuRAHbjBiB#CeY#s=O$LE*l=i_1#~Qy^m3eI1
z_us!~58}rKoFNdnBaktnIr=0$ukEhpEfso2Tya2dua>Xf`U2PnR}}`VF`=SFhmljX
zlY5rNO8blFX!2Jy&d?oHenCbAZ!j^tl4hrE+T;d5VxA@<4dd*F@>X694@@Fxha>q3pukRaU*^?)A^IX)qo3DFkCwh>;qeI
zd~2IL6%r&!#L4ki&+4!Xj9KG9?%AVxhG@Gu^9B>Y+t}IJWzU~KA6htZs$<9^O&$MT
zfiAqm*a|*AKBUQwSQK#w*cS9Xbokv4(ubLHvQTvPWzKXP7rC)xgrTsYpbL6MT%yU<
zt8XE}C&E~RNv&4RhEJLFsi4ua8jULvxKbq?l>B@L(1*h1^5E&929WE7~8~K9Br~nr$dX1@J
z*K0tQ62~cVVv?)Bu!|=gMQ|~!A+DXo{#f0&=A`tX$+Ga1570aTxG5A|F^9_A(?FdSkWPqP28Sl=-n~C^
zVk6kouBD6Tam}QvkS@zx$B$n>d$k~7~fQ+|1rGctVcn~CU1k~BK~_pmV55*hp&9x
zKrG>;Kb5q}q0^J-xTJXnE@VF3({tc(ep_*~znI_{%}!@rdaj6H5I~INM0X?^(ln!&
zpIktI752g!BFvN9eISbD8XCdr2aVpjG(nn9CfgVd~Q?=dW`4bIW3+Mn*C=dWoH+2m41#>Q4mc
zt=jh|n);pfP-K0@=v~|WigaL>zI>lsmt5u8cJ(P~W~e9k
zmQgfkLi6S(QQhfULTvPhZns1G%h6^}OIYrCa8uW7m$}*3&_v*)7kmvz@-IZWq-5N<
z$wwnJ;0mkiVO&=yfPBn@Y30w)&-dvf4Fl-yOs+$`;{G)?#`umTvCX(*vA~njMe$g8
zc=-6cnq>f`3O2S{c4K|OF>{#Xa_cw3fen#$|uSmu(Rp3S*kG`V+kfE#;KQ(M^B0(}Rieeh
z@x!w-KTQPz88N6O*JR&jWn+tA&8)NlBtf3atJ`XeW7mk$1%kbzMs&o3KA;(B+
zY6fx_Ji#6M?;#?>cn}aY_166EU`iayt*2<$8^T4S+q6rvU&n=q9|90*&#V#6@|biK
zNkD8!!0%6pa+-)cOK$RPy_$9&aZD2ZVa47TL=1=z+!EH3t=J&sq9N`3+-T<|zlGu#
z3bmYZuB{IWOL>peUYw0f5yKi2r#@n#xNPWPYuJTJ``AlokR6C$0`2r9WGg_pt;Fe_
z=M9j_YvMR^CadF^s3hHxv#w^ECPunGiHjYL6P;=8feD74aITzru#>lK1seLz&S`B}q<0RD|bD7;~H=b2AQXe1$~?e3$b#})(E
z0=nv|4D*DsC=3Utn_P^D*v3XBil7M7t_n%?n6(8apt-
zch9xyLS2{^0QN`V98&GgYo?pdk;Si9kSABB>jgRKW@#ZwV@1$#a)Y#_Mk3(i8W0&|
zXKTcM)hQez;%?$YfWni71Bs9;4iWjIwXwqWk+>=ls=aP6y{N}glk7-KAO`Zg0+0qt
zBAdUX4^Ej^XoG;%Uv9V=t3&SEB)JC{((8ZAw0kCK9SLAXEO%fDs1@WlR}2i8lak&m
zI^$6J6nm;vznD2^!B)Tkpbmve+v|0>AOR~bqH0}}^AOTTvJ`SH&=J|-3+^cSmks=k|>
zn{AyQ4m_xb+lc0y3DFTjehWf6{B7g{zb=qoiaXM}BBSJGWrN`=Be$%O3wp?{xLLSA
z9Cz`Ny9k-7xSr!NQ`YQcH?h!>R(2p4c5|1dM{dt0bdrn*i$oH@0#z?)$XWlY3s9f-
z{XpkQ1Ja9%fLu-P>%~^nVDKzVXQ0AShIl|;fMTDxct}q=xz-%M4}BO+$nGG$@#MFl
zKx&?E7(u=!mOfbRY9=-*JX!a0o9n$Va}xD1H%KBd#c2J!Fh_d@&{7w?(l59u1V~&|
z$-HI}+I|GK#Q#Ord587e8wPDo8zpR
zt#FAUCQSyx>Uk(pFht7s^BNxAsCzW>+*?he#^+G)mKgr@XGWk|DiWk2C_vPIF1g&a
zb4p@=OV2)iRxy1lpL=-6i-{%bpAZ?2Mg4e&N#4Rbh`(nz;q;W3w*x55Mck7shO>#B
z2ohJJPg})(Ud1^2XNE;rQ6zlk?rVY(9
zM$CQ2Mh;CNkoYA0;#}sq&N)Nxt>Bv_Sf#vO6q@nr(2_Zvy(j1^NkMa>v>u8N_v&nH
zY$PRLJzf$^50=QSuDf~@e(xwc+M~>3DcX+iu;16{VloT2%u>X
z9>YlFv`PP~D1FXQuM8P8=4tZM>xD1R0|rIaS2DQuuji!x;&Var25X#s*~;ge%iz~q
z%C4C+W{f4f^3`*y(gG9rNOazCt@D@uKbB`uYCl8pwTU`i(f)SZhDA)$Ugr?bB^1xa
zF<~yo65JW~zx0_kuhF?KJSWmp1kDhkMybP`}Xa7Lc06+LAjz&AUc9H&iWq`
z225v&?q^8J0x1na$%xvwpn1?`Y~&VRUB9dzb!HLb>1_z%M#yPTEcs(;YHG`og}4bvP(iuPF<@%-3}DLgg4gf?hqvf4;CqA|ah)hS7qui6*^PfO3CYqN
z&TxZ`$e?GKfEzM$KPI~ikfg_WSzIho7-MD#mjm^akHA6
zEzA@4?A@E{AO8EDX4}}VOBLEo-+=vRFjQh(P435Ou0rWnHgMk;1+Z=MulL2i_)7L4}N~HDmv!8xx9CW7sho0A
z#XW&5uoqEHYpq$F(t@=790l3#_Cfg4CL!XT&jO`Gu>)@Xm)z#s8a=SE+tzN4^(ij-
zr*;uNTTPu!^9$B`|gLKS0ZBhUP893^!a07wh7IxTf_@sC@@QDjN90@
z6=%8Gps@+nV-;HT+SLA3D4qGbd^tS_Mso#Uf@!pn-idW%EQGU~uwMA;2>K8+s-i5`
zR4K2&Hbo#;HlD0shLNS!zNB9@OW7;tK3P{lCpR`*H!rG_AZ8WMxaTzI_F+ay`FZn*-7%m|q5@3&&4F5*q#}
zi*-!pGN#|E**Z&Bt?l~foTukn>&1vOtxD%*&wd{^z+b@wn|~nz#-nhpK&UpJ-?arx
zhkW@!tneZLca!mjz3aL92li}@gAYI7~_qf+jfZ6M+b!Mqu|Fy
zYmhAwqE*Wjr`W?ruqzyyl0Il=aln3WgR>o03%4W;3{G6a0YjMeaCt`0EG~6RDM?CA
z9k=ebFw+yJ9R=9#Xn~aG9vL@{3fB^t=|&`3^2ar5(=FZAHVOn;BO&spAQWWzGVIGA
z<>p>ClFks`!uU9p2)0tN#A3IO_+D6gP+u-yZZ1ab2_sX*aLw(LdD+KwD*V)h7mhG$
z5Qe-+B-f$uZ)S0c*dTWfzM=36slkdUfhp-k;Q%7^v*4vcGqG8IK3DfmEKacEy(vxJ
zehpWvf&tE}565s$2FU3JX^4G!!deAHA->%BiuTWi2_@f8h}lt^U){`>IYD_Q#>a~x
zzO+zipD$J!%@KU2L0`=O)I;}rc<1Y{EmYI5z1LGPq11)qH;6Yc{GE^z$1cpV7Cb&q
zI|RUggW(`9szNb$4FMU!VH0jtV&occfCRiUa$YvZ{RkNI{BONq0F44aI!F^`}OoG7z3)NFWy=$
zVwQno=ig2k6!Yi6s56_t*ab7r(xXRROsIDDFj!M)ZE>#8j}|R*F?}zj=Qi%|+oO23
zLhmb%*6rV)m64gZ9oSs;QiJStV{(04ektFLhSfY~l&+jN5Izb7kf+VLbuP*@I^dL#
zPuf8+bd_puq~nx3Pr
zGLLS3ceDDJ=a2E8-t$*nj9j{G*`CUi*UxyqGPSfcAy5p_)YRO#d2=ko7CrWRyeMz`
zUE{cJb^65<%Pac!>UBY*!maFNmh!}H(k=XOC6^Mf3lq}YfB3`Tw-?9l2~SEI35T~}
z$BxOAg!_%6O_c+F|H9V75Wfuj08NT7b5m18Ppe<#$8xxyIQuH(o1?K4<@#YxfENLAR3NT_Em=+&t`$)r7=M7a0a
zQM!fAip#YCs~pqcgqs$p{tk~oLV|cCo#QIowQDxf$#m(`An4LTYHIDq9qEEqZhMKP
zH#T?dv8NqB>mL%*_2}vCF_mv`O(Z~A&*+?Dq66-fC~~f(5iw)dtW46V>)&QKNZ`(k
z7cY*~aaQtNKW|>w$*oQHTI*jcY}v9!L2tuAIANP5>)VF#nJ$L;`}>y+i_`|_T{|)_^};kOxJGSoVtAZ0KPM3z$+VR6&MW(w}Y#2{G#hrD&g$x4Dgel71x6o
z?6YrQXNbrm_s8xv&VyA|cNP7C++C!6bll2L^msOqP7j?)P3-~9!Qc8mG`9xL3vKOa
z(t?_r+MVL!K7;nls^qAS8ucys(fgB9lX0J}TH0;E0G-&a+2>d>JBD+Id0VM^Bg
znL2#o!iC`5t}OTKwBn-mcip~y`~GBIsh_(|#*Tg*an}!29Ljul^1OYcM3H?2pOANd
zKRc2%ez&Now@OYlm8!y6TM1kX-+%iSM0{&GpWb%#l+u{rj>{5$mE(K3^!i4>gsQsI
zn_JcOLb9-D%I89Fr^^$#XV0#4=SCmh`n$E5_LjA^b-dqNtT_3T$y4^Gwz%LFz4OQs
zMb^GOJzqb`nq;=y&#(Q_l-aXpjm7dlE$lDjMRH7_FnuP^Bg)4PV@90WwHr4+h>fs!
z20M%DJA?{>Unw#j|l
zw)YU85<3}7m-RFH_U2~aJCC*B@XX(rmuF=zVv4gvg85zmrnJO5dx^0u(A0bQT$5O0;~g`6A8Qp(klM~~V=!ieL8r-Yreb1)7w9-cJFLDun^UZM_^}4Wr-bcKWr-S0qmpVT+uYu+sFHK{*|TuhJGgmV
z+H!;84DPhUn>TOlTwJ%zk=3K9?48WHj8{9)?2>77K)(A7ydiA<@wFQ&
zm4E749N8f3=FN#Be1D&CvX%QImJ4IgJCJS{$$#*sfZltIe-fbznO?+aXgBq<7%~3%
z`E&89M%}fAzT81vef`LmGtCkX-dmy3dH#o6UD`=WUcYgp@cO0-+>KAtjWOxdr_bh^
zvMEs-_A;AvhbCHPgwIg>=KF*%5}3H`@ZZ0Gh1>e(`pi>@;j!fj)A66)-woIoe`q>4{YYeFnCY-s
z@X<5a+$lrnpHSOB!x)ECVUx`4TZf5Hwzo8CfQ1(z!+KCyc!2mq-|ryBXFRuDEcGDP
zp5|x<<0&*_RG)CO1c&~;;6m^@n9UNlK}39@^>C)LBjB@*S*7$Xwo{w;-ZOD=)8N|S
zWsO2YLezTfnW5HW!JQj#=ad0(dyE{0vas3C9RdGMIN
z=b?kM{#$tdhHJSD-GT*#znRgd*n%tRZ>#f#!9XM#vMe8}xoCDd*K_6i7k|nPU
zP7P^Y8t?C#@S!M!_&S`^lbHB#EA{uQP&(|48pN$QhWXOWB}&2Vpb$1^2>7!TyQTY&pE$ASf`*R2NLAQT2RJ!7J$U~7Al0=ou*KZM
z;(jk<7TV1Pg~b2~0|4!79v=9Q+RlhHsmd<1&%ZZObx<&L19Tnb89d0#3;p*rWo4W6
z?>C2HQlpuYFGPwyWBT*}oUNuIc{l}m&j4dj%JBkjWdes!ENbP#^!f7jD|GPH
z2M-_a@$=Mim>2%|Q*KgKk(NLZe4FO;Gt|VN26Zd5^d@Zoe)*YkWp@+AfSA
z;HhtPb1U)~F?U>y|}W{Bu@h?kcaYZr#Hhxoul2e~n`rA)WhX$K@W?4ZWp1c(61fD-%NG
zj;jhy^XG4e_Sn;1QE?9+`V<{$*>2r(s9hWz6t-!f^p;6j!5t=$GfHZm(t!b*F#^*g
zsbEA`?!x8EzGMtyo-bi3>&X+jr%#^>sP{SVWVh9;SFc&O&K@GpZE_>jpI>mW9Mqf4
zsh6FzUcFML_O@@V+4d^K+u-u$%Xk<#O59=1$iP1P7QK9FYHsceJ6-wZi>i)JA2cfW
zQR~>PTi4m!+Z#ZzrJ55a-?OI=vfCB>BEavK4D*gHim_wC%8p@|kuPYSGilIK7xwI2Y&)eKm
zDlRTg7BrhK7wFsNC<8At(S72u1YZxl9L-ZklQ&jd`&_s}BfUv}1?W2y@b60Jqf7ru
z3Pe}Oa!cMZHX8fLR56f;3Yx3Bu!3~@8Ha?$>r)OrHjtb2e#^24j~->BcM%K0o!;E&
zz45vV$sMR8rsHpJrP;_Y$A!XZ$`r|Uomr=}rZ`!#exs8thPmzNiP5jumT6nbn!<7qo}*(UuU~b@
z5E+m@erhcJ?oZ_GJbU)+GoNM5uWkcKqkBkQH~++>T{F~-*nBF=lG0bNe9HBR$g`fj
z>f-*wKAPLgr)r@!}nTr|NeetY(Gu2A)ci~s5X^Q7<{j+DzWai`q1bb4zZ`iWMWX25HomIc?R@Bqv17~jYs2`EY+c#dh
z@;{0@SF*gQS(svT?4JWxoo;9-fv?{lLgyWRJ$j03Sn>PRCEa}`7c4njTFyp##{%1x
zEBzikcp&2^3F=ybiXgwRa7CM5i2aXb4%3PrDIkk`gvGJ=lTdlV&8Jo%An%}(qw(dV
z|ESNu-<_PaP0Gs3iY1-h4I4f@%**Tc>(?*sKK=Ow0qnVsN}Wqno0rE(tt3wL3Q9^V
zFr!4$ppPoK8;e!Y5(#rfs+_!37BOMD5h?>K1z0{1W7x
z1vEbAM2?jtLK`nwAP>7OMPaoa7nE-=#Dm(j$tNX6z4L$tBO>T%Wkb1lS5fK04X}Kd
zZuFRHynCNMGM=8EutJpF7wT?$G>qW;+Nn`RSH86A5wk1wUlGGuQbM<&%@C8tO>#!N2d{hz5DHjGU^
zcTR&g8rxf=!4##WV4z6>2PX2!5n=nE+>QR&0F@j&Zj)mkk1vOAtS_{yEa}dlzeRY}
zRAVzoAJWk%->~^six=;O6TNfi&Q8Aws;%~vWdJjBHs%l0xcy?a+A3evLcZoBL|6r|
z0=f54{;)jNo`9HqE5SeXxz&!gb<00JtEi}mVV~jm#a?Auu2q^Rpd#J_FZ8xIjrHsh
zN(Hd1T#tsbbl0w3MeIf@f$OEm&T>7K$=f4?+wa)1W5dRcEBv=kKAEm@(#4?RlYzE&
zZ%a$dIa5MXUJ=ZS^xEwS4GqA-Rx=2Fl^qrESOy$k{fi**bP5_P+Cc^G;)WN?PTSFY
zyLGlfK~vL+ru^&vN=XuBj3{KIyR$xC|92960=PObIC$l(P(VHlPUN`nj|%4#Mkrj#
zG965pW%CVv4j=BzWs^)#zDegG^TC6_-~z)myMlM`27ojTIakMyA3t*O%iKpTbb>dy
zx%u&^3)SrD($N<0Y&Q#&7)?4eN|qQyuwk2(3>o)6Lc7IT8yZF^O|V>NIhxDq`*r7d|i$SzxS@I3bXxP{fu_83x)<-FBpu{Yp#O@ozrE&WKxD5TXDXP
z-~OO~MzwqRgi&M0m=M6q-oKYTHQ{m!jTti8oM~Y>bd&jAc#@WSV*cMTq&y!ls56J0
zU0gz0rq=$><62CJR5%n3{x9qDyey_!`dn33l0GD(6mJ-zyk|OzU0y*U5d3w)(qevre+d5BqdlGXF4&>JN$lv
zS%Odr74Qjujb?{gfZ;$xm?&5HzZTZ{HZkiG={mRQj=7CZ2z^Z%UU@dcq)>8Ef?`5b
z@CH15F^aZ7w0iQ7ztu};bl@%$k@dFKsiEw~4vqhmRab}d@1_0;>9603a7IjCfqw7X
zgpAt8`g-Y8Ha}?j`5O+jHMtKLJLj05JZA!X6l>@*j7N6@IRy1X^E5s&F%zwwYIoVv
zJ^GAk(Wj=lK#1HVO7vcjfO22i>ZuRO8K)$q@Se5pJr4w1MYE-wkw!f}8
zZBVL{Ymxd)McaMfeenj@zq=ibifM|KRp0aH&s(#+I!g5`x-!We*A1?&cVUhfwN3JB
z)-oQnU&%$m)LDUgQ=4D>B8{QiE{fyYnV6W={Q8wmM|-Tx+ew1Ipu1(?c#V}3apiQz
zl(VmAc~>CxC(PDYDUWlI#Wp%0S%mh9H16?xs;N83)4%G^wRp3+MbUY;_h;H`5+UUm
zAk!thgAS&dCEO#kifF5^ub-V%B7SE#Y4gUp6DLmGppr9b$xg=~1Btw_Qb9!-lnVfc
zr$MhcLA;nJ>s|VlskbzK@LOTOcEQ7S3Rfx6YM1pGG^7g
z?s!YWrXerP03tq>y%dO$-UtimWs1RyQIr+`4
z^YdHZZ2D@@5$K)`X`{5=z@S@k&O!@i;D2P}!5M11GcpV)+wSYU0&%y`aV@>&sjInr
zIfP7hcJ{Y{v!hLIDJb)ci?iu`m!|0o>J+NL-ngZil2TP%FQn!0u}qoiN@~&}o;&IegElV5iav
zAF-$M<;r3w{P>y-deDx9JBp&-l<}jSVXo;{iDN0~L0TgV%9}prWYS`o!Zz;ebF_Qj
z6$NO!PmI>EU0ZWf%H>qz_sj2#BwI+V5<979qtORB?T%OP(mDR^q}g$1CXTWaD5XVE
z1bs-DtH*D13E;UW$t%=FPjQ(Q^sr*|xN$vDw>!#&0Ph9W$2|n7<(HJ?kWGtTA5tE-
zr#AfYhx_|fBWBeicS^eTr_rdWw9d1Z#e>vIgNF^1#mu(}(d9)BQR#~pcVTt5EmRvi
zG%G7h&R$B9f{+SGpZ0G-9ArV^VrZQ@th
z5zRqYW2lW}h7KLdJ8CB*lX^wQ+$Em=YY63#9Z57WG&JS#sc@I+F8iVrCqLh6)X}_A
zmBL))Wx_Jc)JJlU17Nc^sGK#4ZAJd8kvGGl#^2v+YAanE`F{Q6xLT7ue##Q~31KT`
z-irwPBe3pX%k&-K({3umABbqZ^l*dQw8Y?@6~JMnL36WFuqQv$L->ZC&4yx|5HSYG@w%
z6QRrLY6R}v=d){ih<(wd(?jp-*6eP-7qBNVi`+>k}y%KH7_4a362eP}42
z;yQ^El+W~{8WU;~%1W6mN
z50WRT+Ndv^;5UUj-yBL=cJoZ}beqvW$N;ml
zv;DVuX3Q;rvbc5FR=OT$+7JM#iza3hvznRRG%y=BPz16hYqrxI<44r!SVX@qQ<5z
zSGQK%h;T{Q)v-i7Um`#3+Pa!U19f!|6V**fI)Dv>1p7YzxSfW
ziwk)cGnX$v85oEUw-_i8RF|ORP_PG5#>3^$b|4qL+_!Yh(5X|ilzbZ{W{f!;Za!kA
zS#f&1X5JvUF6fi0hQ|KDK)@zTWrDlN$%&@5*uW}SBix7R`NkmOEntp}b+-{SEu{zU
zF*YKkorOU!X%620qSh^Dv5SlJF7>K`jd{7bvGh>5ybA}9v}k{__})F=*Kgi@AqvNm
zd!G?rDAoe0nv6w+$0o|(qw$AOG>8R?^70owKECpy(3H2Bt=&_8uzN{yF-o(MqHh>~
z?OG&MJFMIR$|Ep*)TjSOj@(Bx97V9tiOF8GxF0Y#({KUQqS#~gm*66qO%hJj%h
zbIsMKq313`Lw0RN<13fyTJE;;%&av}uXdcA;XOnmpF=yGMi%r=Uf}nB{rb%u)~k^8
z7#R4xuFdg{Tna1j`rrFvK6uUpEET+wyHxJHb8Z|`>V{GAR
zY1$(_VU*Qv(rtflKi*5XZRwFYCdhRK;Z7)u<2WMb>5cBlkGF(qZuO{O^AT~pts-|z
z3yaejqOoDuWKp{?)n+0PLheAB{!UYkF3i#ldP#^k7{dVno2Dzgt6__|e
z5qo&dV(*1h(4ohl9M-O#sq6Aq4eq%33MJt~h?gI4Z_PGVXN`QCHVyFtx=kluUgoAM=+-dTM;m6*5}N5rW-m9uQMiUwmkK}wAAq;DA2Y-K;Ayif@eG6o;!;t^Q*f@FF`?hIQ+*4iR17F4OxET=8
zL3C3@V}y_twIzNxvCX5VOp=Z3`y(PO&VBb!8Clf2^woq+B@xUik@Nrjm$QY8*xyW-GtKXeP@-j|KD;5;@46rZy
zP4p4p&ai%1TzrTwP9>-zXy6VO3;kr8M|dZqG76$kH=h^lP@m{{y{7Hcv~}i9+Bn%e^0~JvMA0sfauhFVit2pWR
zbu`o88zq<@IDdYOJ>Z~1yUhiO
zdd0X@$jQUu#-^m?=`?@<&T=kUY9l+mS0{LDaWfI9Fl}aR6dgAFFP^mriHjoa-8u@>
zPvZqc(lC0j@)j=nNa2Lf3i?whzL?b8jY7qcsV>n@
z;~Ck{GE7nGo|KqqtypYnAh*n^W#OHXm3#tAU1M!sciy@7d5E(EAaIJYqNcgMw;xeZ
zRNNmI_n)iE^y>8buA0ddcZCS4>0BIxa-D8`uTL01OGtT`-EG~vb$pl2<=Jv0#*7(q
z`moobcMsCtYj?jnx_|!^*4^miT98jPUkk+fHW5W|VEjw>S^}&YWqikWQdq`D)0!1t
zrt>)gF>t*lrLO~x2T2)PSXj`GiL>0&qTAUob8+whZymi5YQFvj9D^_9BTnpnop9pt
z&$7GHsJCKy#^F?q;;adD!K}uR(^YjJ^+I61jNoSC*!1WNX*U&0@eHx3kScl&GPiGU
znSR($;^Nwh&`C^NK$>Rj%QHUDqT4hP=3yhqfHM&&XEdpl(aJdDLr?hy&;jCN05^<`
z)#aS&$_vGhnDANLe4~ta3{@IU6~55bRYNr2X#YGYDLE`GJ-4J7MaM^nB_y72ykcZ!
z#r}x3MwHEG=rAD(Q9+}-Pkh)x`vZrchRrg=ayTlrcfss5tsRqfw6s9rLplC?qV5*t
z=ZCQ@i%CTv64a3evj*)C0|oH;ML$K}Lizl;nOpC|PE-PClU
zrCw%NS(zh{5!i0|>J{U1D<20uj
zNRpU10-dZ{NO@_KH5mpLBZjn72(>KU&*neBobg2&%Rp!Pl0q~=l7VVw^^UEizuVDQmdaR=ytQDjUzc^$vjk-)P*zEbmO89$;MUR!_}WLb-?B>
zHAcHHxd!BjGf6E6`kDtz6+@`wE%#@G{J2jA&7YOtHmz}Xo=fd=kkyV?8kq~U4X8-0
z4}u`%R$lm3@#Dul#3K&&-;RFM`1bvK0{LOi_t5!YtE=au{}6&D#B1#qEm_jD;Onac
zFlB$b^l!O^yhf}xW-`k0cwT;)!Cr&X7^vk|tr}Ic#OPk>6RXH;+}>U2zXlk(UF$nw
zg+%)1bJ{vO{!7OM@W3Y7U;)m6}YZ;=hR#m60a#U)!k;PD~t~80|%atzC{Q
zJCRf#4>0ZbSUqAEOrAn^#%a@GVqboq79aKj_fxM{IL1$1siUxVF
z6qJ4P?!9{XQjn@@Y4uXcdC%OCt=%>>
zC%a=}1`Fr$U$4o)%%#OppO3niLVpZGR48$HV2dK-iKA!*?-lk(jRKnp;E=Gn@{ke(
zN_aaBDOg6T$^CLx}TukVHY2mWP6Tk=AKU6jn~bYl3e4BYvd4*R#uWXDlH
zXsp?Au!5qzLEiZIPB8j&PE0z|P(Z@ppkg&Rw~g=6A;3T#LU#sZ`Ton7j^IxESM_Ootup@pQl`W5Br{}PXP1Y$x%a@a7aSh;=%O%I;>3v)
zw99DluM7K7>fJHr*YT3S=gdb4LO?-5p$r@P(#vam^2AT2q=XVkOrCZ#4+sVj^g;7<
zk5Ewi@nO$NJ6aUzC&=)zP_p~fWtW_T*!%Y*^j)3m@+xS~8>LT8qlcZ(1c=OHwF8#ZeE_%@Q2O
zA4F==XU_((j=qeNXvUm5_h>&+Ju4=>r~0E@A8hb(=r}(kNhmup8RU2`FGV_I_`WWs
zZ&&}H7GUq*#OR+J(FcjYO(Q$EpY;uw}Y&bmy&4*%C(|yqZWARt6xmh1|n;^P>
z&@X~K47wSVLDZBdS>@2Us#>-^-FaWG|N03#9kcFI9ETl09t;aoeB%qvliZp+;j8QQ
zm`{JX>ayx@${&dw*PvH2wDNp>eBOWm{-kLgZ1HpBj!j!O!B?VRyYuvESJ5nh!&A^`
z1UnYJ^{jZ>k4aC}L4%~Y8B>|iTCAA9KDyCm$eMZc=TC>JgjL_Xd2`wK@4+0arPnq{
zGC3_cTsOD-@ZzGiec(Wk?W8l&F!gWYxEW#`ju}1c0(L}U{6;lRQv*7o^rSCby5w`^iVh#8
z2B@2EsrKH@{(M!nQhI+nioS4;B(4qC$Y*vyvgS)JXOvZGXWl_BW~H-N6O9tcy4AB{
zTN)6+j9PlFJMfieFSLk1Ii8|V2v-S?UBR4x=UZ&?(%|a4UCMfi;i%&=w(n6-eI;!8hw_LFIT;F@cl``eU?myy5ykb(*cAa&_T_E|V
zQj`(a{W*}udTMPLi9!(4l!jOy62-8n4(ntHukZ-X8`aE8*9
z+EnE_tpmRw1SZMXdy8STVvHSGyf11!TL~5h{vhNq!fzstW
z$$^h$$18W-r%7XrYePTKfB(xJER~~M<&+iOJlCMDMH6DDJ?u1@Rs1}=PUOy)
zUwt8cHa%UXW5zA6U^xBLgKvt^vMr?
zrktdc1Mealy{qn#@g`9&Iw~lFYo#t)=k~fx%^3M%ptrh8H+^IrA=GOHm_zRn{V1jt=d#$O?&fx(G;xt`x_22??R=VcvV})ZV6E
zW7$^Flk|Q;`Xo;mB2b3$C8?UiH9|E)SO@b+yU+aChN?{TpMwV4&`{tDkJZsxCF4{i
zJ<5XS_8@X3X^y0y99=47K5_$8Y%ipzh8U~xf2Io-)Sh(i+u-H7ZQFQeAYa(+=93do
zpv^fjbQsTm?zk0gG}D8Ibg&RcI5`P6l%$xSXfaZIN&t-|(RLTn2b2K}%IP(Nj{gg<
z6lsH}^#QhtHa66+LIKOec5qM=OnAqhLqt3i^F;NRU!|_>448=3Nl7?8IqRBC#(;)?
zeQHZ!_b$RkiXbQy*(g9H%}2IZQcwV5{QO$dO+;2BBdK+sqnBJUrd)Y$yi4K~QL(16
zak_`c1VLn9Um60Rb7^axeG$!Ufj?nuF18dmj5bW0mCD6gc>7bu=+>~D(ozLPJw{wi
zJ13_gG3_*Z#pzS0B!IjYJ>@^tTP&aW{PF_1*7g4`lEfev5aLfT%-ZI
z%7Eo*6bly-z#40
zcl7#PQBlq`!!^_v$NiVRb^q=1E74;iIm4c!C+zVj$CcqnkBTsX6jwt1v3Y`d=G(XZ
zX*2CIiZ(=*1GNlOw*SC^-JC?Wc|KR#eMk91lj~#vJrM`=wJSPWRnt(aNTz#HZCLdm
zsLg9g$!?W5C1n_RHTR<6U9D>O6B&i=!P1K^qZ97yMuN~nJ|7(TosgzdRY)vvGnz?79yf%qc$
z5EWKszA9bmUI?5;9PrdNuoT;==I%*9e|=A0H6i!3a=4o5b=F|?R#V{z*vcpT-uuv+Ym^|Ehpt*9K;@}s*>grAtMoc$u9LGX!
zAw2z3S;;J>;-`uVM#--
zdEo1>&3#VnEI@`!F*DfJ>c8QPvuk)!6*U|h+~%AZiB=byaxX4j@VlmTSRcH2afB76
zYv}$l_;Y85-kaC20|OP-PMUvWS>G4+tSJ~qe}RWFE$^hkS^TnKBKodfx9(EQcBp01
zkP+-56u)3a8S{pb{P+Dy#X>bs9Y0)MJv2(kd6uy;nMf^SRsv~%Ga5ov9f}Vf#*q(C
zgR3kpC*|hm&KMHT{=`o5MdvH)Mo>`h39MvzFq-_o5Dix)gZ_eDKv5nP`vUE^XhV=X
z106?r)jIomtGE5IdY6)TqR!>s*MoUB7Pma1aRs~1wB`(^#{{5S06Wej6kHi5EBo=8
zSPLse89rFBeQOABLemUkvO2bk){k(mD=a98rXo$fcrjW~F@!!Oe6t1L$)h|CC_c&N
z)H&z}pEFS;7%~_<==n9K69*<*4%+PM8qFihCq@p}(mI%&oGkb;weW{)5F&khE4~^!
zfXJ6`lJX8eba;*~>sRB~x;uZTRe86m5qZU{2j~U$pX6>Rs890|50Q!kyDGURPLn?O
zz6P7m!sFx6;tw-3cSD(iy7nMiRnQpK&F0JVr%yvD+2&CV#zAtM!f*<9?Zl*QMu;ln
z=-fPGf@ByUEijPaZOjx>^1N;1TDZ+6&HdtiJ~knajYArQSeeCV!p;uwVIwZ1;H^;i
zIK3`9wVo^##)TXFrsDCkA>l$LjtB||R}Q)%4gXk50yB4aJ*Z1D>_GX7EyN{-=rpQ&
z4u24cXHR9^hk+S~;^k5j+g_BGngR;MufVU%w4$jF9MmQmS5w`tb-Axkpkpr0hepBZ
z^Y)p3dPtLoS?GCWq!_A)Fyz`K-<~XnK;}e^>D=CPRRP+C2zMt()B#Ld
zhc6v-mcuztTl+t7e~(UnPAwS>Z?KyAC_SZ_qxuNGl6I9)>D&Xy1zE(q9!tG8;r
zW~Aw#U;>aQJB0!{j)7r%Zzkyx}61=R?i=`{I-ffEvT#3tQj_Oycf`tIiVDjz^6V2l6oizAPW^WCJq?0
zfu;+cZnmBb5c6iVQcRhzqMw%5b82fW>D}pV`Vswdcmh(YKtXs%HfO(Uoe=NgnBH-G
zi>PGj=G!8gm@#jj3FQLJkL$NmjUbirJ>aFkU6(jTna>dabN9DN)#m@CjrU>HyU~%n
zcJrptX#kgm&I?I@=`9MybFMcO1`Oy%*VyURmEdK{leg!_U$UMCFLq$6kok>g%UcCS3&5wSD{Ysk*k4n3T}Ky19?i
z4Wv%sZ`vNPeS;96V@@TcjSzeP6jTe_ncuwk*kN3s^$Sc*caqlbK7PEf!T$CMmeI??
z+7NSm;^yOgNq2&SC!inX$E6K<{u=`sAh6|s&+V*%Km{ScNVaq*lz(=y(DMEBJ)@IN
z;O@pl?{lcC1~mQteKE{zM;B4j6WkvK9u)J1%a$$s2@`}YD2rUVfomeFYY>{qJDxu%
zL4a{UZnCmF
zL74Ry^x=JokhXACpVO`}jo9bq*{B_8`NnE!*hLFVhsgh_vBXfOg!-#|SO{==ZgH1)
z+w0}PdlV`~b(9UWDOSI|y>;{MyAI}?!s%Y$uxZWl?`~ah|B*JKEOJFk6k`*U6&PUZ
zZ77qV*SZhI_tlV)vOLj6J9kL@uzWwMWXAXDpL8uD*e~
zdN&}#Zcr$eYcEc@e5&6}(J8b4kFLY_oJKKCX-6B0$;i7rZC9{9X)T5oOy#a|cMW8O
zoYGs58ne5y@;-s9z+P)!r2YpN!GFXEf1eMB4;+vZk~&5Sm{A**TnWeLj{<<9s!kH6
z>Dx4UXkh#RM8&;86WQt+E#M6)9p;{fYHqYD`}AQb;zQsWQjkRLj81;LhezWIkoo3K
zKW-S)Sa+Bv=(zQs`#4hVsS!U?rj$;0hpYilD*4c*UQvW>`A)6
zm@HTr0!a3FS@ZD1sL04WgbTPXevmMhjR?=t$xu1*!oxUsuhjLd8G?qUa2rjFz`&;QCRCqjgr$U9W2c0=WtlSP(V
z_6ag=GNQ;H8{ebxulljc9A`ZD#v{!XLSk556@8ChV71*8UgYC@KbB?e&_@YTt~zYw
z$fIbt^ncFn6R=b~~)cRMltJ-B8%
zr5N%f*M=&KWF~ru4dS`nY=rg^b2tELTYGyS!k=`!&W-qaquR7G=LR42`fl1Vxmo?g
zyK7%er%`l7?*7kUUQ0^8LSm~s+~FOr4|m7(=52U**!yhdOy$8%7wu3MNZ5qPQA;#2
z&rpMls4c)r~C}id2
z{2(w$IWKmJrUxqGoS-M$msecZ`>lamt1prpe;*&|ormiULEEBP)1}=%u2nRQP-J})
z7UK}EYY+(EJYza6vhEA7^+f|tlv4)n7jzxHD6(J{;Ix4LYO?jk)0T0WCFiQOHsuWP
zX|vdWoo13yv2ok>VN5t^%$Tn5)V|iEOqc|UyeniB%sg2vtddSF8H#BoHwZa_5ml9#
zu_8^Otc8&k>Q7F+Oq`u
zVB~Ijp6JEj_3kYqryI@OPKbZpW3;Gz@b8e(3t1Sx
zul-KSB%!k}zP$0%EEr(shB~9_S=lb1A{R{|bVj1a0=57C6Vn-@QNai)r|>vYlM1OZi5v1h)3ij?PJD?2~1xk_7eu{$db_d>6Nl##K=zV$2aW$Q=eTAVnoO=lPW0Zv9M{FCVP0|JQrMjAvz`?FYD)m6!X#
zf?U{=N;`mNl4jZ$f-E2_Xn;X~$Uk2q9%vE@9FT@VR{0r@bP_Mw;~qQ;0$O4`S-(`dNmui!>>Cz^a+
zT(sDIk=tY^-_Q;~m^*C6y#QAQ%8|h;hvB00CGI*n6QKXqn0Fi&*Kkyy7_ekuNJusw
zbpZ%;CF5=G9h>0R3DW^Xy62)l1$}sFp?pzGecAjyHg6PGJ2==97R0fJo?dvGSmZ;^
zDbub0(!mF-^L$Mn*$iIUHllUU(GVW!|5_bldV#$8Wu0!nJC7%PdwpF~G#w8{ntOXM
z(?1*$QS{|j%-sQ@VB<`}ILF#7p%;1!_ofcepTgB~v3v5^Z!cjH+sMwx&orzuR8ktiLeqal@|icSr0L`%F<#=&;MK
zgX9$XO?}NC=AN@(btGcr(v5M28xy{+c07}l8ou(#(6r>spVoLD*}HbX!>8R+W7OiW
z`J@I8e;`rc(pr|D;xo|W@|@7TiW|)_t_ml%RjmB6`d0PX6J~v9*kEHcVR*NLe+(0T
zp7}Uv;fc0ym-0F>s_fQSLkGneGcCecTI9Hud)MIdPS>Ib^CU?N|6b9Mi|amY*s$&d
zXS0#P$nHAap5g#hrb=#3YT7sQ&&PyZL6ba8w!t|zmntQ7r(5MbkdXF@lkgS
zC5Zlc@b(2bCe)VN
zhwhK>~X
zH6pf9*TBH;A}@MEWAw9EOnBF+CA?Pk4G=R
zeGIFND1z}t=T|!Yx7SQ@baWK3OjKf}7p1MNN=9B;5>p@sJ5E`)H+$KGn@3M{vBel-
z4o{V{noIM|b>l|IpB~31dnqx&N%i~i!Gki~XoZoryN8F=SnMglI@YNU9Z{i>i{g84
zf}i?AkxB@^wc<~2Ig8`cO@x+6bSsbqgJHhNyTTWg2wPiIbLZj1FaDNiHf`8&iUfpM
zsuoW%S~YR4twc+Sv~eLD2Y?#z?3jw;!!oIN_(NZ=5-58mImO-6vz(|%W?X#k%3a4H
zLNWy-#qHdSa>@*>W|Oj-!cWWPtqQU^BFxPB^D+1Ih31M+smE=${KJRc4;{>w&yOjH
z@7+1#iqRX--*95zP&opA>2A#1vPFkq`x)R07oLigo{;JC$59{VDDufF34E{?h;9bf
z3Yub+_QG|1R|lLv#gF|G+qO1ovLOs>@B~f2_qC?*Q^HGqWB*{*AY)HYo-BbDJr9
zMHjlZt}bz*^Yq_AojY|Bp_9aRRDpLuEbp+9!T_>YDvqM!(m}}P$1_5iE0}g
zhf?-ldXa2-^yWclZOtXAsRiGs?09-r=J-4@aB3t=wPAI3x0vi^${z`FIQUX3q3cQs
z38nEfji;DH*dUd*u=l^eLPYpWFXlkyb0UQa3qx3zNyw6u=8fuzqyr)qZNBy)W^2p8
zew~fr48g-$5(ylDrsMNr7^_^zq3;MyA~6zj^!|UnkNI_XYwkJgPsF1=MB
za44jz$`LN137@Vn_?*BdiIxT}fF4Rpk0`h1fgqvJ6@s&q9M2XSbd;4ftxk)IQi4ET
zOOskSJ>ZZ5A76keiEz_`bPTw9_3F#>{@g*Z#XuRjIQMAb>u|t?n$AZ6^
z-}0lSB~VUOunR)yFOXpr5S5^fAL7QHO|D3((uaq@L&^y2Po;F>nK66zU5=MtGjE{Nz1z$Ed$n?Xb
zjidIiX`i?9>^XDHhtBRz5J@Up?2^A>@X+7?&AhRNwvw!>=+ZE-;y9_cq2WGflpFKo
zT6tHL3#DuxP|^fE4I4GeIH?E)^&O!Vs;d)o+&pDAsdii%^k+yoPN|(Jg=XN^s??2k
z%@dxf0M9#LwvS@2De?OzS64~Lq4SigCa%$nGRbgZNP+X&m0*sV%2rFsb<399Yn!)v
zA3~}on4T^&(n#^DD!TXYKhM;(I~B&A`}d7ME!Mhx>Nc*p5O9xp#spCjI)jw7J253A
zL90o!iNMBy?rLg$VhC?X1Sfu}124gqJX^W~n7#B{pU*PxbnzMMCWxX52Q
z>D_vSYE=8i>{)hW6~r_Vm4p!GAR6`Uz9wxkPl#X@$CxS_S#cq$Bk0vgGx<0c016um
zoDkI(W5p6>h&gf`#x1b4^nc-WhO|Q*7XA_4jpRHY?X>7P@bH$UPF8QuN6b5$qgdFSs*7-_WAW;p`w#sfC5q#Cb~Wa_6nk9brj>
zA7@u{M~gerWg58)gJ(rX`$nMh*Isq$2$bi3Vz*d(gSEMqlJLAryL54$sr{5&q&_q@
zA>5Q#XMDEluRk+)EF#D$3(d{%Q8A9+(V{oucnIVa4_!l{3peo+bgQrgPJCCw#cTQVu1#cY
z3FtVfw7<`ofS=%O)@QKupG_qbhWD43kN#nqaU8_rgHUN4#*i?q(ZA&84(T~0d}eS1
zbv3GpjhsR<(ARGVJJ29o%}+zX3WIEHUGhkOiy(5S8Q^U@6KUrR>4{>Z40vR=b;%po
zoPJnU*MVuw(6~cID82d8KJDbCah6QpTMRuQfu-JWpdpw4-n(}vhn{fX4d<$fO5nuy
zx|u@H3*kz+p@!oZ^0Na64;s@BVv0x&o{-5r2K2uS^;>xc5#1P-LmR}-zs3KmiZGS0Mz^H;Pjn5IB<
z!5X3KnC9RR%jGy`eZh8@Fw58TZcTT`zLI6w^Nw$ykF2N{gq4u6R#nS&>Cy}SqC4#r
zx0eSZBZuLpocwv@4Kteqgn7o7o(LSxMl|of3jX;a{$9rFrd|r{5SqzBe7-5xf}HE;2sCI0tXL
zo!3~3aG#UlXA&dNkk$U~MuC)U`#@1{F=S(X+E2dNs3FC!uY9+Tv+*
z=LVyL2_#_kG?LYDDjka@pxWid=cony@XC|x7vV=V1!67`)ppvugpZ+|?24l8R|Je-
zb!pKPi^QOrKoeuU^A|TXIc~HQPOnJX=R7$X_i^?gx}&}}DJct=ZAblbnhTVSoK9o%<1A_w%O%p%BEP5`X+nUn7KvbD5a}
zrOFH(KVFfjChU}`De_PsKDQWq=|vE8OH@58c%JD$3ujNl;+&6ts^lwf^UyS)`J@;)pzSW
zUq3(Y+k7lqo89Rwi<$t91BJCe$M6DTT4;-^WT(Kk|Imx>
z+srFds1SSr@|(I3_r6N5U>}?Lt@-^uDpirJC@==ak$uljS9_FqbB^i+^GoU27nLlz
zU@J*jmKt+@2G#U9WQ7fZJ4b^LD*j~tzoO1Pp6dIL;|G=YD=m7gbyGB=Rg_Xg7bSEk
zt@@E7tg@u3UqH2T!&8;y-}5_j0F(1XDP0Y|KO
z+W3+bia4Z`u+CC06t%S$H3mZqi{pLW#eM4t1cKC0oumF+aY*0Jiil9litMk}n0%b_
zPtPSwu6cK_ht^a*(`)&ukCM2M<>HTrtAe??HF8+qi7;`;eW2rx+ZIlwa)64`{Q`Na
zfGg;b#EyPtMf1rL6jZKYMc#wDXx04_JgRbCu+bhXIErNt=q+8@GnUzeHo#NMqn~?B
z;(XvN0_*ydiLkvZX9w4<7bd)eaK*xlfZ+(Z|o|MC*N*6yE;?L>09FpHNWf=0f(!7
z3`jokvdJZKqkDkBaq0MI;xOl`yiHV9g!3Gdxu4#QB)buEf6-$@I-tCyrnSWVQ+u-(
z1Ld{WFUJHBhNj~u2#{;Jf7U>HYYHlSj@hBe)|BIQtA6LGVw}<*fSGQliz96};xy(#
zw~%@!6W9jot8}ea3^y<}j2z=R=X5s5(VCQyGq>AJ8jQpe3x3!6fb@DcBVfTUIrP%O
zbc(cwz0uG2<9O;V7Pzx;{)jzF$ut`0!o!Gu|B~Lq?%3Jd_D8%W;kUoYTTN<CZB&>X?)Qo+YV8SXi_M4*-^}?4d=O^u^xAJ6xk(<3
z-3+j!KV(#@?xI7O7d|iUOQd%%PsbI^H~e7#)cB!qSu5V`SqfuvaUTf&F-ZQE2cRsO
zVh!Q3gO5Y@WgO)7O`GbTCFEq*f6{1qWPSz0fzi4FK|w*OVM7{D
zwH_NCU@TwZwzB)R?~GB594QYhnl6ntXtS&KnL#%mxib0{unQKLzT=-T8uuVAC9#?RzAx?{=^yR5Zm-`z240lB
zs>pSnj85+bkmDRg>f#A8tA|d+fRPDlYWn@iH+fKOZV`ca-2=i(WF=ln1Vt)nGH$o2
zxpn=_c+k`jSgBrrZhm|*TQMWJil;=-AYf>yOcHSbkPOw)QLk|sU*j`l3N)fBd)nGPy*le`M87O;hT
z3)dVPzYv+OqdS~$_ebl1&P7u5?2XO>{1{JOusz=NJ?E<+FY_B+R#p2v4ytRp9(lF$
z@Vu3%l?idDG3S9qYHD`ra5TT5bXRl?
zCONzv6VGg)6dlDaBk~&r{fn>NXm4$;ShKy+mhzNfShsH-q>m?!;eaqTTI{>bQASeU
z+h=+4bf@F4&d2ll%%~?R9-9*&t-h}7UUq1@L0ibNKiiA!X1Pg1>z|&7okGMJ*nitHB?FB2AiSuY*&%2pj~Uf_v-t`(5m0
zA?2bi0PhN;2%JgU%2%itJe_vg(Xq!NU(@1olz}ul>)7JwFKU6=^lI$kOU?iS#&2c{g
zV@uPbH$uIcA-$SyC=(hSSO(oJja6
z)3d&~t9>P2O~hZ7_WTIDpG)@+YA^K6bjcX9=joFtscC8Y2nxxF1l?(8H$Y5a+kQCD
zui+?8slv@@q|K^Ytx410yz{k>sK`0M=Bucd_xQ(o8flDQ9g(*o7&5
z%P6Z7#6nTGH^E1{3<|Ap#7NyJ{i}(Sw!nLVT7`Qz{K-a2+K@Q3x(?ITWl+`#O5-C2
z@0-{0iCC2UoNCzTl(M2?92ZsYo0o26LMqIz`&|ezq17mQykzXyRA!M08%Jt`B3QlBboPk+Bs=SxEXqkELu>?o5@19@LZo2PSz4cqv<(a}!Mv
zoUJ{jMHI+^{!JcnjvcqcKizBgOeCoU57lQhRB1yjfmVa)tAe~rpSA6s!nb8bcBbUqXZY6C`xU3jUY*NFYZegx3}+2BMoEMYXz;RH=Iuz7mcBbz`D;;a$xN9@Ju+Pm
z78VwcvZjjYVJfTP-yprJYAb?G{rPa19h%jb(wPAhIs3(B4HBk1n`~@215aE0^~CsV
z_kX9)m`bQ<*ujNp9S0smRHx&GgLGL~%l|9q`=#W}2ocM#Uw67zx2x@$aZKex-f&Ij
zq=p$rTF%opKlVu?%ZSk1V3`%BV+~RHGwFgb66A}?6_TnYW+A3G64Z2$Yk);JdW0hY}sxw@&Xt&)~l_z>awN?4A?w_1|AV{_NeITK<&Ab(%9=!&;z
z?aU3aeje`Z&iHWg4$NeW-YYf+Prc;j`z#7Ze&YZCVqYG+ixd-ZGXUR@bPp$YnTS4AOJJvzG5T6_
zmXgo9h@BfVSnvH^7&KBR&?b6g%Ok7bU7#g@CJODsD~y*!K|#$dB+EdWKQkigoN+C5
z=n+ytZ5^FbL}&tJja9>w%Gli8oE>%Vjotrt$h?zSj{r6)pNR1dy{bn%x5la9hd{ih
z#h|R;>XaT;S6i}|SKa#iw+z-yqNq3*Tfbt(NG@>J-9C+xkH`BT`NmaG46v8lIxWmv
H;I-#J8-Gys

literal 49861
zcmeFa1z47An>GB{ZcyA7Dgtf=6+tlwX>0_f8wrc(}4xaJ_tNVd2-zOwLF{yWnX~-}OwEm%d+r`Htn;X)azPN7+wO-KTpx5?=4A
z@a$%;x>x@FOL&D+tnT(OKXG39vd%4yo2+#;@`SHX%nvrt2y**O>`d$H{3h#=6A<6k
z_lr;MeNNZN)Uh3RFR#V5;AJYKt+Q?ETZ$UhGTNnY)#(1`yZ_s3U>bG%_DY{p?O64!
zTJ5ZQLq$u=WRIxK`K?>FL|6|r^fqNAm5#d)9uN8X)Aa0_GqbTmPE(!R>>L~nW+#6s
zMY6(dHeOmrp={GW<`dVQzG4l{M?-ElcJ@J5CCj-Nf)1%p(>?q5?%T(g<=I#4m1}YK
z)TvXW?>9^7HYDru*^hQBM8R%jgFKkqN>tP!6*{4hy;8Kv#+Ntaa=ikj>|LyAJIY6=@)?U8l9&Mk(|
z52^&UI?YJTO^;bvA2=SGkZ>f$xLI{!ej?9me%4OMdj%zb{S68=#idWp-29FGcz+}v
zm;T4PI;9&oZs^xUdC?wJZcA{?vL3j`?W-Uy{pz>P`ywR$`G&{GQ+eBWM`-bUO;4>`k>vUR~?Mp~GqR
z?M$;-5d+n_b@C@pxZq5oBD);rFQyrLS(-fw$2FXH|556@KdIhuj?1J)Ky+K(y_dWe
zVVRaaLA^E6pBo!5zJ2?)_si>BLJPAN_r|uwx>*i3@jjvFmA!oVGOkYX+O-f3$FZ7C
z@g2SU*N)QcyDzild!Pxs#U9c#v4tP)YSaOhgwbQ<{ur-m9C3ZSI98e!nLp+
zJb0lw%cc&8k1>k-zC%+?OzdG$aIjXQ^7oF8U|d*FsJDi!lT&WNxSP;)gt@tSvSm-@
zu|R4H<*S8_HSDErXorAp!eDv_O^QLCq(Zb}jY-~I*j6^h2+cgFh9n)geHUJ|{Y+;R
zwAUT^QQBJ>`UvLsy4Z_N+@0H`B?gc302`aQQDdqC?vyN{qo91W;vu|O0%j&RGd>_L5I4EyM8OfVHYFt&Qgka$9X)y!%U0K3
za1ZOMpQ2ZFPDV!Np{uK+q@=5M$&1&k*V9EfObpfv(QzBHi1JzWdg2se&ktRU!b6FY
zk92pM8&f)@nX9IrX<6YgloMXG%eg7;`OTZlvB)waZj3c^6Rn4BY;5Kx@)l~S4`;t>
zYEpZ$^LW{h7ZWWGQc}Wm$pQibqiwe~upT=mTjaK@4ravVFm5$>#o*RLD0Y~ov-7aYkscOEyE*VXOT8XB7#=}K{$vtKmPwQJK2XZ8$bkGKXn
zP3uj~%tYG^wM409ys50J;?gSKLO$777q4{b(yNrYh7^OE#H%7Z?!Ly7M`)M6oW}Ft
z%D~|GNoQKAtIS{S^YcR~Capr`ZkjW#JT7nNGi`Ih{fD*WI5ZxN5ptTfmGI+{nV+BU
zZOO?xb^7$!=fior1$Wo0CS1BPm@}avsxl4({xCjT~pj4~@+sn(RG7q2yZ`wdOinHx7@CJi+?b{rvg!
z2yte|^5NYnUEMYjrYsabaID9vV%#hnJVu+yopW
zdGGy4k1W1&A3j{(p7QR6QvYyjE{B9&kP;MZNxT8`SDy<
zK1f?|C2>3UQ|&;j^FmJh;Gpr!HEVVX&;GpCobfQwxjaDd?!9~WHtyJ=H#^-I&pn_R
ztE!crk+EZg;ONr=gQ@76Xr-Mvwe9ey{S1S5H{X4=1B1lu;nI1s^%ikh0sx?i~__F`RJ{I@RhqxsnpsnQomPs8F;
z^y+dQ9dKF&a&`4dI*0Al-IHPRqO4WZmq)tFm9SoS*X;$BzG!|Sr1{;dO|dFa#j8wrRm2D
z`dGu^pFh7~OJ5pk+N)Rc;wTjjjWv&YogsHLVhi8($pm(_bkq6~3dKeID%EZZr7q+2
zJsQ1Y&jYF{`d&1H4URcgmH6bByL^5DLoP1r&z6SqSZM*QZ8H{H^67z{{nVw
zG|r!Cf}mPEmhzD8WrH{NL$l&@2Ol4w1EQ)q_9?mZ(*{{{`z8IPVRYmD^}!Jl5#r-k
z!{0?k-%#&A9NN8u_vN%sqH=Y@<_!I(H*Ld5`
zyE0Cl|IY2(y2IZ;HDp>v<33`r8zN8MT7AsdXhE~D@X1asZr`n&H_Juk#(&?j%?56N
z;A`S(FII)h(Vi-X)L)~c)p6=s^n=tiG_|>oGnTlDX8XR_(5M|03eP#D8u?a+@FMz^
zArIapB@r|G@cuo^kt5Q^#>NeK&Uv_y@a$}XdqsTH)K=EksmzVf4mvAIN=iQH@(4k!
z^^Dq;R38(cJ1w?(--R#kd&Ng*N6N+Bkt}ds%BSQE7qew{KEEhdQ-@2ffiv<3RpO+i#XebeR7e5omhTmQ3RDkiBCRV
zW35>m6J%9Td~A6X7Lu+;{<=fOj9G?`>hpxc)>ch8{_4qJ9Vv$O$3jCxMcr8yVtKDsc`+g}}MK8eNNeBi&UZ
zP)I#oDo_#G)bzxVNz&oHdp}IqB1eD*XSQqot(kBXeM^?TgOy8svM*xAE^qL
zs>Ak<;WDW0_P1%NDDmO&!g)6c&nC#vU3keUnvs!F`=RxbL#LOL=gXI>y)W4nqAh=E
z)JDp6xf`umu|n&ZkEe&nRSvB|G5Hu}8F$O+(H_}da-)x383lVyGp|-C{r;$7>meG=
zN{&N%4x%Ihg@+Y)cbaTpgFHzIk2j6;^1GE->bG=^xGF6ztpmr8r@fC1IU85V!JgR?
z5y4{AlAUp(j#>TsYPiVh3y3COSJxk;P~xr%&y9K@cp!n)OEW2b$)z(R{g+d&o0-^zq>=-fUTnPITZmVfcTrkd9$+ahBw1toPGH1G)(SrV|k5jp_7wS
zlxAM8^R?Q){Prq!(4l^hH{hYg>=g39e;h;<{cZ#NwSWNtSp0X?;p_A
zoo97Ad~e;3JsUP`Sieh1O?ZAXSiNy}_WHfc&zK~9xxK=}bs}k54p*j`XxiD@c9$M+
zO}^-6*#9+=&*I19lqbwEaaq`yyuE#<`is%Qtf5{cSO>?FGj=&mzHPrB8}!UBH#fJ|
zXkln!PFS?kqFk`cbS~;!V_Yo<+(2})984wq&(%c{duX>pI<4*VL}ntn1nCu@#9J;L@Jdu9ku2*sjFa%h%oS3
zN+a~w1dD8_iBXY*71ZI^p)X#%kbM$SpX-=KvRxEU-N?e~jMAFJJoZbma&al#xpSwM
zD>38|lMZs0u*Z+rjo}fYjDe$;OEYe^?DDtK|C(@FOk7+pS}}I?XTb)xKmIu3d)%aU
zdaMtr#Nk6KZ$e7yCY7xEYH{ME(P}xV$jb$HduwBTNil;5saF*yf%2vr*Rxj?*{!S4
zWZQ}lMMcq0bJGtWJdicdDi`>o2%WEGRGQl#x{hDqT{Osw|OD{^bufjud4@m6u
z*vP-OEdbf`g&lKL`hWNx%d>KqEUCv9z)NH&P<
z_r-CO0ILN!Dt&TVaZ$t&Q?#2KleH<=;3r)?2gw@ZrNuJUn015#yhP2iO;%my*i+
zK6hwPcwx#7sq152iyxkmwTE*j-*taY4Boh9%Qag&yB#p$!jW=e6QtEV0_Am@&PL?U
z2YrM_N;pVrYTf_UtX|b-ph1hIuDZxqWFlqv7JUBv`TqU;N9-pCjjm~H^9g8wc)0Z(
zs&|r=lV7f-rslv-x@_YX_k&{|Yw=_aqiy~)J@$q^r%^-oc7(D-opQ#kaZ*H(bwHk{
zInIc5>odoWb324&Zuz!UNeRay_8(b}>UG=mz`%Hb5hRB+w(m*#@#KI$9J+98&4ws!1+vr6J>LHM_33+2
zZ~_nA+?1rHpTbQkvUgco<;@O1`cdK&+!f#;sSqV^X3a~XG#ycXKew9XQl!9x6H!8n
zn~WlVQ{GBW)3y_b)HCG^?rl)QnNTW3v#Vz!)~LgfvkSdeP~x_Uii*;Rw9YD6T5@V$
zw%CLkc%VKhylFZf7CSvY5RHo_AF#8ti&9OALTDX}cb*eR>CtIztVFwMQxKMkKWiOU
zl4qsz@mGz;SrSFA404^tUMX6iX`A8dX&T9bPIm{pjW!s>>%G6f(LDs-s>hXo@JobD
zaExa8RCJ{i?M{km$IGKv?;`WH{lvY`LsUD-htjtisKqGUJ})_ismCArnak|#?W4>)
zi`~WMFJv;qW1blt9Hb+Kl`m=wM(0_xoXKyGraQegw`|(9N0jy8L3xx0q?7>e#sY7T
z9TGY%z)fi@OoA`b@kR;j;=6WPt%PA?s!^1BR_g5RtYPZ5Ctn-j>ACV>@|Xny?zm($
zQYn7;057k~+{{E;-vnwlImGLC1qCJzA1(qjLH1vU0^h1Fe;ER`D8Ld+YhIQ$Sd>H*
ztK{KYH$F<8Lm63X^xJR0iJd>sqL7Cm)!Udhq!7809KfaWrLc1@qeK5u9q$|FCtR#H
z^E=OHW*&c~AoEu~8=KYcc3qjZj01_C2(7~59Yrb{o
z&c6OlrXFqoVln9AwzhD!OMDp+*ag$Ae5*32aJxPXX)1FyLuGo`*p3%PJ>dM;n`U~@O
zq59bKp~OR=4AJLRT6_z|RBLTQn>@*?n)eJ-+6)21Jbe7v(i(LSg)+Zw8EtWC!sUW%
ziOO4W?WV?4Zo=~sNc8w$AETsaBdytV1uK}I?&-NDG$aIhX=8opE5D7GUNnm?);^1UBsFG?spw*w@vlnPgz-5Os#k9MSUy{gevKC`s)~t9Myrwv^oTH
zuEo?$jumG9^2p_zK(uO7jV=;c7_Z~>%MYf<`1#T2@DHhLb!qcwd2Uk4K19cP=}Rk3
zV#$xs8}6#1az!ydl2+D1MMKZ?3c#&yzRR+g{5Hl91}^NY;)?05bocN;&KQq}u8&_?
z&mioMEz%rqy-fKxKjZqOt&LN!>(6|wYptvA{K{+d!|%<6wr0x4EBicp+?iaFz&k0F
zbr_!AEhTzc3TageFmi<$e9iKMp1!d0PgfFI
zxVaS*6BCu1+~V`%XAe3lCBBL7$}ZEanMZADqcCG}_U`4cvm^1>uV0r(c4?p@8|fu)
zf!gEdty}SCTx1<&Wo13x-GllK>-;lrMc+ExBx8(h49UWqysa8u@TI8LI(`a>xYAdAd3}28jvWUObylre
z6OF9#C8wUd1V8HI?rz*i?>YO@tQ@=W5w(D$k@fnLolE
zVhctC1FyMU>RbcV0O_f?`?qi34E5Qa)N$6qfNjmb*i$5jLl}D&7#K(}5ai3E+XCwm
zF~SkU0c4Y$R`ty_(FbE8Fnc~eRoX{qg@lAi<)vZYv$wOW%e&VeE9tUR)X*@7pq(Kh
z%sSpT%?sBaY~$OE$_MF81dz<$s&Kd37!{`D$B&Cvw!OWTf}{exNkfb`?lI#1`!i&X
z4C>+t{EA%Wb)ANT1e;=vw6=B_z=PO<FCU?pJuM|T
z=81r!)m;1f^qR4uR!uwt{l?VT+SrRa>nl;Cg#*ge1-v&s+2Iyj#Jqn$8}b1``_V5q
zS5bdQdf%+HMLKt^_97jhrLIpead$3#%jDKB+vW~C1IhJu?&UG9hw6=}WBO1f*Loh1
z`-rk*iAX^$dau0*w5^jwBR$)_{rn
zRnfll>cz0IWLPv9ttMl!UfeqY=JZeykfN$N5&k3Pw|M5B2m1q_TAIl#*<}F*a1*YLO>5DwV&~wHV`OB+bAMLwlSNoq
zbH7x8JPLhe^vPx&=R{?}U@Ww(Qa?+GI%b$lOZz;$6aXDb7`;+oZLHBa?@LAHSXC}j
zSw+QKg}7=BRBTqC52bxIq->E+`SiF7#<%VceYLMs$l(!EDP+m8BNn8qz&r(K(~
z7de0ad`6AB;#ularC8OP_W7Uz*Ia=siOT({1SO1(KX{|vi&fA6ppDIh_}~nRrC8x@
ztBi1?)wh4!EGAGFTDxZjMSUs)QFciSKulwY+}ay`U%!9yAlD#<&toC%QEB!!tX#c1
z>eL;oOw;yL5Av|UTj}Undlr@lGKsi)X1ad6EN-UMCzpEmWI2iw`axm)(FlpGoe~vR
zB$XTIC80e3$$biSx}?$9gp;V|s|M0q$)ZHz2I)Xk)W&O?RK)=R<8z!&23U7bcC0bm
z&O)?OC(uzbYW(EMlLXyv9>-dM*l9MFm#$D6F5Z-S=ImL~%=ABUn9epnYEU;)k{zi5
z&K{1fVSsC|yVk%&Y$Kg+IUKMjvZt?Km0>};?eFdo7LK?wU{29efkNE7i+;8j>{VAw
z&(;l*H3NH5L+Z-847g#c4IAn}g(TzVv&Nknd}@;QR;~$Z@UF53@kuwJ$p~e=~ik{Nn`Og3+*+sw!
z6!?$Z#pJ?Y%_gpfQLihIzH;Tt1I-?X?$`G$k*Xqmb#z!w{=A$s^}{!_FD{E&)TY_W
z8=f<4_vyR3sIJ8%B)~DZk9_jjZ!p?jf%Hz^n_YbiBV!!WzSCo0*$ODZfK_Pd#mkqUwa^EyuU}SPKCy55cTayiQxnMN|
zkLd~6e-$Weqqu_daw*^ra_7$7CFR=3kLPieNbDqH+v3^6@WOJ)T}MAMxkcco1TrE#
zfRxbG889@{z@XwMTQnsf(H{EV*B6Zdioj8vDLs!R9?0#tO_?1N1hH0y=n6pMAc4d1
z23cL*2+2U9Sdua`F`fSP>lcy$#f<931h4Fj%PMc1!4h5_@3t>Bai6ap^Gg4c`RSVM
z6FM%kn0xDtE90soR3ZJ$&?3=rW9;HRYjr2QXk-rtZ6%gqs*`o3A>#gUT;g`UVW
z_y9m*;SHM7&1kmKE`aTg1*zPJ{i+1gh55k2gZ=Ky6g~DyB!hsL06>mV1_tYERI8h=B^Qu;)nJnf
z=<`&?IJHQ`HRKwk%s>?(3$o+$bt7VUrh-Ry>|H-WiTi?BQxhS>MD!F$caUQ~eDdT_
zVl&pCK29C^U9e48PIP}$bkgs(b_uo@Id$`2?X>=7+NN!p(dvsMwekIxSoRwNC;O?B
zzH>WMf;7o3=W9*q!4)CXep+hDrPR^he$o~d0)-+e%XulN+xgVD!n1gE=XjQ?mPx{B
zk=K8^PUdA+63`mFn$jixcwU2R*YP%M{snynU;}^k)osTJ>w#A%(CN)$wp=Gw>{QCw
z&$=gnuz5sd$G~dltgP{Z&fmatJsYdaQ>CYy&h7pE%Cdz=6l(TEhYw4kz${}AJ_Fha
z6(*|VP+CSt_N5BXJ8BN(tbFjf_3O7EIbqRNcBre@H0P*qDT(taRQ%P&BL7t-138Pt
zZXgG^is6g`kz86$9q(Y*-tPWQVx4N^yjlY#SH9CpulpBuT=dtkUytny^!5%nNp%di
znCdEiof%zFSEVFD$DN_SyLPZS3t`LT0I-#N8+Iug8^;mw6`?!|%r=VlcmYAdg<4)x
z?eP9EFQyBdQ@_2fGgzSI$*{Fx?K(>SSXte-==_H_%Gf(H%{99G)!$j|MuKzTz=7hj
zGHdGtEIKQdS&jqVdHC>Q=C=-NYHBO?1wVnCg5Ns_?1TM=%||Q;t23gxPZ_?u{Tpo9
z^YV6r+#)Rzf*PR@SeR;-b?p2vH)mZq43uM43cP`ArstlXuqCNr6VJod7Yv&-6`s&#
z6pl)HZa`HhaMH+5h5GYNmbu_(VG
zZSC!Mlf)MvwCA(>`c;(US)lS+cJDq3h(%AJCrV(w4{gdkh|YNUzu0ap>6pMPR%
zdb&3*Yp{|;&cHy;UOJM%Y-BnY0orx=*DoT07z55i_!zC+07SV+B!?sbp&Z*nOB)7|
z?vQHo`N|KG*R_*W;2kSr6Obas<{`C?nY#`@M4o_tUECqi!&6gJk!Br*_5iUM?n>hd
zJyG;vn~(kQH6fSb9v>eMetGM*ZQ-C~#N7et8I@&N52%XDqPi+A|FE@2B|A4SzyjP^
z=G=H=CuAaDzDPgWe)N=1ncsn`oX?*=5#^6UxFiD->IlSrAo&%L?-({5QcFjjrowdY
zvFTSSD7Fv*EE|o|>IDk`2B6ybd?oQCFdd*ORpN(pzW;QDB|{fe`>Ug9%*}cB^zPle
ziE!rLE+^fp!Rkmkf|Erl#=e8_);K9G&90Zv*`qEBMdH)X+cXepifkhrjD197+%BHssXDV
zi3|XsZP{{6L2b_r|1^4&w=
z+%LMBe0gVjwNNVytr5v
zTu3JXDLj8=JT;PmBas13UxV7ocOI5X3SeYLL|Ea)rc{foTLfu=)IFp
zO3-0E0(+>pAtf4Q4uTWkUS?)pn4M~dd1xuuJcuyjJRnDlM*xck(=@Z(d#Y`8zBY&3-rQHO*iYH
zA5VdqL1Kw=Vcls^OC;^#0>A^z;{9Mc>PkK6&Z5AFm5#%`7`P}@^2W=f`X^ujwklwW
zlS3^zV<`MzSo+uouBH0Rj`xFnv}hzZSTJ*9}Q2X1WEUxUaCaqWi&kvKTHZ-$DeQ4aG#WUhJvhn
z*TUpIk}4YHPrz&!Js=85!{ss1+W^jp!UG~+699mrzUw~~)qUeCN!s-}Yuq`Fn|P4Z
ze4=|yYX=sXFlmJCh508L?>ctvJ}@BTI)V+l^sPYAx}P6q1#=|USBq~DHQ-a`Cp$O_
z=`=*$u{DtT?gN+vMasgPxe~Ci2)6bh{EbqfmukGT!~5znA7r`hN4nS2(6GyCx}Ktj
zvMII)9>CPL3AtVWyXfI@+=glaThA4L@OyYxsY2o6pUTVY0KIm?n3Xi_K4@#g&I$Gl
z(4z4%9~)Kp!*@}82*UsXEGQ^QKF`UqZyd$z$AW^>yRQGd(R@Dv3?mBo`h1E}u
zep})2hdTY(zWQ908mov>4om9^uCFQ=nWue!ViEl~$)EDajxHyq7J?xJ44J8NW+*KQ
zQiiBv2?>|)0hJH_ycXw(5b52!cl4`Q!Qu|dNw^7)zi7EWA_4y>McCJdRHJCX4+oAU
z^aoxLf`~Cp(mx8ZPZxP2_sRRrbHkqx)3{l1vPNg~W=esAfhT`SKmk02X7+>w#whvu
zKp5bO?S1s&N?INydIa`MHEA_&u0?qVFzzDcQ%X>?jHR!lrtL<6q~kGtl`;SrHTh~0
z4bZqx+Lm%=h`*!|X&wjBh_I0OzJZB}2~R*LO^}mQ9&!b!J3)cDv%AWVKp_=$_7Q#D
zRYJZIA{@U%{pcQ&q*G2LRMSJw3()|vdx0b-@TN{WBmie6GGmes6xifqEv#?sTCzIg
zAK*J`kQ`ZoNj}D)l-y>8`c1rl0&FVs8up|4ti8dLFVB5IMjm>BD`$SXFG?o(E}^za
z=>>5T(buB%0)fa$ICS~BYdSi80S<%YX;h<!B)fzFAookPn16M@;BWtAwx1s-GD@q2o6X+DhQW`yZ$&lIw~J1ACIgf&}8-+r5Q&OPTTlioLbAH023d&J?4%iC{)kSI0HZ{@;Jo7(0KhaS|D$lb96DtLnIJB~
zcg&UkfZpq|%4&8|$k4)@bMsbNvP6Bq$$9Gr--l{FbC%3dY+-@Z4cDKoIw~h82f6OP4E
zq)nu?nXl$FXT0NDWmB$d}3=kS{@7kmnecDe4B2+w@a)h
zw_6Y?-o0iak)e}FPe~34vZN3GGp%vKrbP#9Kq*7@#iN3tN^)kXZMetixQW@ne&#;*2-ko8HaUy!86J~H+`
z2T+v&K503xUY$U)@ch%YH*t5E)zzx!P+k?6mZtEB=?caLwS|2I6w*)2dpI`e?Dq|f
z0^O$0Bsanvb8SBY{%9AM%<^Dof2tuc31sT#IahkUIsI>)5SK=PZX)n9NlbhliKA<=
z?O0EkS_sCii)dr5xS%}(dj%ncn0?!gHT?}F|3zvIirZ$pJ4x@rzIw-w4Q&^?p1ufH
zn(~Mm3G|EQ(A}(2$-9!b;a(MYxNDAMdGA(yU>yX?jg^C$uP#wI=c-Qh@_*
z%kIwzbQt6%*o11PWh6pQHI&#|IywfwzI{OI_ypTaG0K3)X3!5X1%j3S0f=b`508>A
zcXn8Ope5%bo;ZO`Vg`m#T|w@q0uhORb7l&t-Rf5-R|x*hU(wr|mq+|P$t+P55<-Vi
zFAGzF3o@|U6w~&1$67m}x=}~=s+w;48geGoG6*<}kOL3}gmxKUZlh#W9)yblcFl(z
zU1)Apj_}b~3D(4+KNXwy-=B$W`Th4-sKp$yC5gfmDZfJ0G=WmU!<72*%HdG5z)VMR
zO1+Apvqa#aUFO&Gv+p5sDkKtmdWJwjk5-LpzJ{3e^mHD;aA%Q-$^wrfYFp^Yd$9qC
zbQ6j77BCD*M7-w1p37k8a6#?(gi%lxp_23ufJYyLW~>`f5Ggy!QX=x5ch9sQfbKwF
z54F=`N`%!SbnwE6@Io+Ai?loZL{tQ9tpFmt682C7%!mQpH14+&2C3OQL0DE7gWVtn
zKYzB$R!&P&AIKye1*FUn{Hch6l>mH$v{oVU%2^QBCqUOLBIFvm`Uu#)K}SIZT1yD5
zPILr76VW_jFIp}*;b*mbV2^7p2Vy}rls9D4qMhPA$t1uob7Ciep2?|pZl4$#sY0UW
z84wVMeumJnFjlC(KzdhWX^j|;Dqe#i6tS%qI1_0PAhOgItJi&5u|eP!N)%R96^FBb
z-b7vW#5tw)k#>
z=Y!N||5M3=y;1Er(cJZu2ksGl5Em_elstoH@fA{T0)0<}VL7OFNr8Ycx)nqwU;sdX
z#e;Lx{9^Wu1OP*MGFG_LL>K#m0H`0X$UwRjaD7-Zlsog2H2VtJ0_xFMSYq{(8QwaNYop;2(UB{1#Z
z{jSMhosxixhDc%*X9EZdn9c~%z!Q{#%tTNi8Ml(szjcmrG3lMcop56J{;Bxr=$EDB
z6JZ?SQ9yY3tjhx8S@^fZq$d&=WUl<4VevZ(`xCT=Ex!JfzAJ66U)5H~W%%_76vl+K
z=jN^@%0Ik}j{p!O3yGXJN&F-)Q~s$8Q86)Dd3n#I&x`M9di6ITi_08}9gz#Wm+;Sj
zPYUt(g%bZAe@mLb(#?ni_#5G??2ElOU!r?Qr@z4Yv-a7Le~)y
zv~2UA`WQcTn&OQpAr}|;A2+~%)KLHDeQlLwvl^=bb@PDNg!};&gunVC%+j{n1G*C6
zgGf^Nv$lA05ZMZd9dLt-Dmu8u^-;R{@Bd^Pbi8kwzu$6d@ljFIIhP;&>$|Yu36FUE
zHBo9DKVDa_rDl_zlS5>^I^N4D#~Bvi*|yK(+xy@4X1{zDlYLOfdyi^e5}_*7b|ps4Zu`ryxJ@gE@1i3sN7%epPg
z>+LA1!k@G~V>Lzc1R6pBGlyJ1luH$}y}SQd99x%FOZ{G8@ej^6{nwb*LSPR62Dhl(
z)&*y&P42({!R&G)VU^Z~KVGc$3evpuP`2admgIsx^0Uf!#4jw{7Giid>WY_ctWnDH
z<$PCS_psi46?EU_)YoT%o5p|t_{VPMYj$(e(J$2G9{kgQb?tu^+3{@>UN62=C*AK3`8HQAn%1NlpdH
zjTLf#(rXU($8vh_dG}Pq`XJn16wtA^T7V`h!0R(ySh6#A+AYdj5l|K)m{$1lT8#R(
z&YnYW*L1}gsHMduQgdP28?aG0+Lae#x*&^**eB^1q4oKB4WsE%NG+J(A9oTYZ0V`VdE%)?;N*r9=n%FG_u(0+qSM
z8xs<828ysmq1m6Ofo^=y7SM*k2_zJ=sJ3LZZzuJdzjn+CEx9JKC1}wba`kqZVCJP7^kUDw-LsLZfep2ocm=eu+o);Atk8Jwu
z8}ndixAVeGpmEMvZCklX&e-$6sCFPkHK-?|NuvkwzfN}@ltC!-g|+N1)qj#(jb#W$
zCrO(hqc9iOn5X;azOmxIvH8czi-$fh6euMGQQWb-)*)#+&uvsO=45yQmXdRF1O-zp
zGI;$(4LLdwdjc0`buv16(F}=_OHzdqO%mC2-sjO^BP&~Z*q%U3ptr3vS1^Iw_44!U
zm)_&KChYg;!Kg(bu{b|H-=qZdp>AOWdq=3fivcL*){OWa1ejyXzxZ*NDwc#|88jtu
z!dyx52|SN%cleB(X*$~4Fdx;<=lg|(a;rJtx&Y}E<1^zrz4%c|_|ZEF^yCp8Z@q4j
z5CUpIF47~@8KC~#%@N-B*y7SpL77nfj7dZu&_UZUHjAh`EJev!W$6HAx0!Hq=(xR5
zJrZ$_T-b#Qf{*{QWhQ+MnLl0{a9;cP)ckW5tPC7vAIeiIb~bD<>^9391tlUi?0mko
ziQ6vlERXgBwjhSH@oCw?OI21@mNkxKgHRcsnR|QSCTdGXFdxi%AD`|f9rj>HtI?T6
z&>9sL6@nCC0D^*+wzfWWa9xL%!cqR=lQ$IZqU1q7s4zI;6#`wyIq0vRGTR9-=0J!-
zfInQaWu3as0SGzW2|9~fPz()u-o-$}SwVxr~
zIz-M+2Y?49`Q)Pje$>Sv-B=GCkTEk$goyCgg3weV+G5BQ2=p+B0B@|S3>B||7tkDS
zT3XJo%_8uW&hsOIAaNeg4}0fz_eRIp0>z6*hNN!a6AHP7m(Kx+IAKcDAdyopylOA)YiL6#a9FP*9v^p|?8BOj(+j!sIoyK1<6GNC#q*T9U
z{M_IwE+L_S2AFJ&*wBctGFv>-*2m>t9{6eG3|&
zK1EomDw(BgXWzbUUSLs#Orgl@{s$5cRvkRtFW{p@0ApN$NQJaL?iEFVB-mcEd8gRD
z%_Mn50V)2XY8m@J(mIY}{tySzA|+e(DQ?}mRn(oh9P}EU0yRlwZ}gI6&JIdN#x2U7
z-GEIMu~yI7)uS+D0|2sDrXchUq*eQLPgx$+uW(2o7kvjG!y58A>9>>Dg{JT|=M*0N
z>M>$sFnqll0U9tW17);SMhM@F*7(TyEiyz2W=UJo3J3V0H98FrhvHM_*
z-pryvJ-wI_3Jr*QV7$S=|MAjAwDDn)Vt}p^(1Xi){yG8Quph_{CCaMB^khlspKryI
zKrfB-rrBv`K(c7@bd>Zzq%ZM8nIWBJGepK{l=OQxqHdr+|EH&r#Nk=64bVGOXAqwg
zhM*p3&EQrPjOb)8N$Pt%C=K$UaCf!9X~$+-7c@xcBqFrG>rx5bW{)@Mg7PG0;raae
z56dl!A9SH!y-Jan5H}d@(rfwH+yksPR2guqr7R{!EU?=jl5Ob$8EcI?tobNjOvXmcQ!2uM{@
zWO3an>21=uB>=j-3`>{PcC$eAuZl^Z9-f*#XH*uRnXpet;i%>fwZmg}Di8j$eWAZ(
zU8b9;Vvbo3q|_C6{QB7OYo+u2fg4s!2Qys`7xj|QDhfT=93&iqPbdGZdRD9eRUc@I
z?_>6zWA^^8i)z4#OV@=0@ips|S0y7|h^L~AY=jHaVlq3WhozJK&>;zEHU6|qdFdM~
z_Wc>FE$KaXOMY9dY5yO~oZ^!}YPW9MWUjaXw`s-4zPJP~(WaXw%)cOxB5xRtsU5Qw
z(DM7!X5XDcIu6mdvy8@_-xuHAcKy=dq;CIKfz?5;tc6VNeb3U`P_}Wp{vVfIO1sba
zi2eiKpSJkI-}Os>1E>BQ7JHW^*PQr3^ezA1PCw}B1Ed?yjF(~2hNMrf`WIUpjOdc3
z|NpD@rMBRsu*Ur(f$w!mNN6as{7*gG$wIkMv6|+eL32Kuru}zRrpmkY1f_?RT}~2@1QbUymj3D&#V7eu^F{|YsWNk5h_=n#jV34hfRmGb`}1$
z=4H=$^);e1=!&>${`s0y^6f;htof@78-L8)WSxGXyFUBMtGm|py{4E$hY<|Yz?MvD
zv5t^Y4_Q8zd$EWo`1tf#dR7s&JHp*!4r+RX;8AV+uYu9+f1g-<;G-GeLuNgZNt%KC
zUw4Z}^+rZ1<=US0$a_JbE%^G6lfM;h_Is!#W_Tv1P)OkUCQ?u2ttFU^@a}(T*(q&s
z=(uo|hYugfj;SK`FgwW`c6Bipo>=w!H%lClyxNLPSHijevj}C*YeRmKKh-%h^&MXm
zGybkOkDa@5=a|Ry=V2kt6M?~txsd5)D*7YOP<|ol4)1ui?&zOkRO^M}%GM4}JPZ9^0(66r~n!jqq=aLEk0t#Em;t<^QH>
z;NntQ5~Q^WHd0c;5%{IyH|;Pe80$Kz+KNrd^-%mCE~nP|k)aeQ_avQ8vgnKJPlkq#
ziKpG=4}`dDsLs0Yb3V#z>u~Di%}uWRdA7!HiCedr&*w*yc26ZNB$%is0&-?p8Z
z7SG~wC6NMY?R%rjtaO)OL~X}nrr;uXhv!e8i86WgKTz8&)h#an4dd(o*Kd}GjfhoH
zRgr<0L;}>a^cac1zmp`3PIUZGGH<4N2$-GUQu;_?-vbYpf2SQI$UK-!F`PyFhbfu5
z3bQ-fzV@FGa>Z4qqunwDY9V3^U<;&Ggy0FueY9J)bUzbeB(iXnYN63_nPSievUI&)
zJPbw0ZF%%^9)Q4Pegn$%hQ8Sba4to
zBrxAauyC&;^kit<4CD~nwcl*f{wbZn_*h-ASa2Sqm2Lr-=AaLig<2L9`&!!GK$h)L02o9^M4Sg|NPLB;=%*(O*M!#a3N9t>%l;LX_vj-U*0yZiXjVM@@#Dv~fvzep8};CQ
z1HOKBMT;e)TGJvpViKtZ={e--)+`%~Ax1sC2kK(Kq#Jj`q
zluz4Tj(MGZq*hvEyFvaPWUSl#*9RJ#@-1iI^q9+YTOnOB_0{#AcNX8ff}Q@~2r2(Z
zx7?);?ICldUQt+7RkACyUSHis|HtxTal&;9cFTv|zOxClX+qj62ROaTjD0OYjH=f$
zr;9Iogs-Tf;bG|7@;K$;t;F$>Bei7=R|mQ-$N2LXHk21A^V>X53A~qRJx)Y?a4EfH
z94}Y+F*|M|0z0C-Kq%2>h2ozVwe!TAfDkpc&ulV#+GovMluDmHHl+
zLb#A6t!IBi7H!Dlh~8+YNwy4pyg952?_SzqYEPmUdGUYb8JRw7NW6LvqBJtLP*he_
z^g+P`=?duP$ecxB-oDHa4DM1Uc`-~c3YQU`p8mCm1qVL4MLGX$M0&b1!Iv;tmNX-Z
z%AQ~AyTVTsSm|_Q>wFm4mGhf+37I`~ci&WO;b{)ZYH5JrMYPX)F@xFYe!FHD>HWu`
zrq^<{hXIny$UH+Q*mm)VBT&jAT`!s0$C``))i&;XnAa?I@;#OOC2iX47Cd(QSrF+U
za*KqQ!RL1)V(UWE2M*Ho$RYM?;f?ii7zISyP%ykjl*A*T?^91zmQBvh2RdqUP!C4j
zy?t9c;B@7Lh;E!p(m67X827;J|J4{h^SDiAw7dy*Izh>Z-ewFb-G24Atz>EyXgPE`
z_gZdwRf0)btJ7K;-R`}k)wyG1|7!V&t-#yk_wps5`d~*HK+5JG5+LY6=JAqVSfccn
zm;Zk4n%XO;^dxmz*&s--eSFBu!rw+gzD&A`(PBJcs_GXD*X}V4WHw#DM22BFCqsfvO1#d101dTBYxE&?m7a{?5d&%MIF%Efk}g8
zPa4Ny_MddAg3KHsG^Wsvcova)aiohb0$tCf=}BmQ@+uyXXDjuxvXgD%AF3RmZJxaN
zv9z@2+lNPE@2C%VLy)I4bD#R$rCs?YPQ#yzaVL&wHUaJNf=t~+qTPqL)Iq=a`M@D|
zc~arAYZEE$xRl=Sa+(?ERvf?*zH4K&QqP!Oxth5PHxY_}Em
zN5c-85l03ELLDoEA)lldgz%uiO*{Q)d2;ffRSVCqGanW@aVgLYK7^H(RTi`6_WHA!
zoyPoRaI$((L`Pvv7U8_H3&Dx?f}m7Dli^hEA8OK*Ayhoy(Zi$w&q7)~3BwxR#K;mE
zQpqnMJnNziBZbNvvYbtw7SVrc0Ys;r_Uqz2q(O`{MG+3$Th06dw{cShdY}5xvYZoO
z_hSe0H9hdEWSldkKc6SJ24|C-A;M8K5P7+~n-`8P-&?c6=1iIV(}3&m-=o)qDCCIx
z7{^q^ZbNnvhL$uIOfH02*nYG^gs67Ov~ygOXUH~}eAh0F(TWpi&tSG4B#lr+6ODnr
zH4v8H;`g~RPzKE?nf(&0nWw>}UoDLkR?Mgs-oOg_*lr?81&|#EDH8HgbjRI_T(Qju
zn060D^|fgKCr@5BjZC`6w3RQ&ZKEb9ZPERF8Z>59LPR}C^AGeFJj#X3wRW4ne_%O%*nT-_h(XFsIw!#`1%dVX|52bHkBNB&qZ##i@Acl
zJVxMw1Wr=7>-0)>oU!KMU^{StH+rV)$BzcEC$W%M)kEfKyr*G1w@BHzL=l
zt<8#4O_D7Nz)oi5l)U&-bpi5
zYj4oM(EyiU(m#4NJtX9N%tQrxZEh~mJkG%Y7G;QNhz1$OnF(nJLvMb)0HfRDL$Mjs
zz%8Tku(adXSB(9d5!a;searSNFz$&E1vKKx>u9%{JX(Qejg5%t_Uzm*e6Fpv_4>#Y
zG6C~#;?A#KGY}2qa0MO=J3;VC4`?-Z6Z6L!eh%1FIy%zIde!u>hXln3jIq-JG
z&k8wClR*Sz;sg2wPKj39v^s`k9}^uHB^H0nw_Xjprkp@=%hHu2IN6F2WUJ8gy25mW>H%
zrFh!~%?@T;^l@TKksc2i0dfpk^p4zW9YlpGPA1nv^>nM8+9tuHOv#E5*gocYD!|XB
zSaeB3s3`7^ZtGYw=nIm@w~5cO(-5D?pbs#FFUinDqPoY&=)pc
zvkBula9IW@4H1XDm~kDSOOjy+q^A=x$eWC%LJzMVcEsDBaYGAJz8fQs#_*sRbt4n$
zn3%t?CRKd@E~DYocyuq(Er51#KGFkpyu~*7FQV^lq7C}sqtSaq=0ZV6tAQq0B8?}a
z2-28JJgz&Lbs2w)BMw3;#m;rnEf;T=M$;d*a|TE
z_%NaY8$MeEM4k-(kU}*E)=pi|Z4=T&9lG01(_xS69P<_#u{mJ=sHIxEq2Q%_oy
zNc%GO?!g!B9#TSykmSI}s@mmRdOoXiJl%w@Zv=1u&hOtnRdcaSeP|Ow53e%*iVE_T
zcZ{}e%Q!fQJH+}`-lbvCM{8pmLVhE_kOBCbR0OOUXtPR6`k^(W#Z1<`>6-X{jFftV
zK8=sqRkFQ1yHDH&9s=aHc8A3~J2H$OM_A)bW9YG(hF%xSuVieRmp=8lu^6mXE!gt5
zjdq7~M%_`i`yRb|F0#lE&mE7y9*xE&C5DhDp&463TuSOVN8!6W-9_`hNWY3;W;)v8
z!ovqlTd|EBnldb6k$Bbyou$T1+^2BpDo8($I|K05x4{|7eFbvfNb2
z9^_gYOG@VPCt5DT(GEbHl0cf{;i!nagRtyYA91H}hDfp|JZD-lJzEi-)cgR(e0%^i
zRFLcH+t19b3_n5smP}WtRmZo@+pAE&B_X9#!T7_{n9+^O=#?D@U{T+?FmK}kVVvP7
z_r2i)Wr)|9b^VS^gN4Q@b(@CmTL^m$(Fv7$eQLPP9upakxD{<~>Y^6NEAQffw?vQP
z|ElWE<8o}b_y60Jc}hewB}$?wNhnfOk}@Py5y?;#p-6*7BZ?>*h$NwbGDQQSq9jAc
zl*lXz&Hdiz^V#1&eqMX;XK%Z^`?}6ytz#YQSZirs>f^ZxUDjo|_YHLDz>3}G5qX2r
zt_F%uXdtrG!2PRPf2zpqPE9Ugu1FN!pr4~WTO|sA!M*u(xLe6;cfWY(`0)+M)6%F8
z+=;@?5&Of^NG;{Mtn2xCf(8{rmr%5b4D|(MQ%9nr9M>qF@%pb`?A*f98|X|=4ecxN
ztmw*@-BUsV$`v|Plya!@HM<_grFY(+rZLC4)BOhzE;H2PzsmrIO8@lf)4K%=Fa3-!
zrJF$+ss)FZrux4u(Um8MlS_j4L70oJrHO?V5pzUTX?+rUL$Top4qV}OF2zPUA_2+X
zyb6t{Wt>UhMvAA+^14*X>$uz(?eK2=xc*g@5gEdz{?}*wcfGsivSsq}?L@5-R^r~8
zqG(Tsu%uYP0Z$mN3v55Cim)Ue+#YK=vy&nr5HegFi~vf{<9cjw#R{RcUzI&$RQ
z7HV#fEQw}Zh$nH1=xIh9myK-wC0weKYkmifOXtt4CekKeCf2{|bduT01++q9<4bGkYLP!UC{?FA92(neEUoJIh(BNj2aVC;ds*|h*-CV~pdnltkG4iU0T^;AC+l00XUi6+C{X-{Cuc+GES~b@FAn*s
z*q^Ux+nhY#ojJZS6<6{K1Mu)$1RH(Iwuq`Kyh%i_~P!
zwrg*8*ZFCd8gi9$*hP+ahn^|TCy4~7*1hw&P8X^PL`*kP?TKzwqNmA&2M^xuz)zK6
z&T1)%6YU26>$ZmrM$*VmqGbYryD>kFfPFEZMu0*gmfpoBw>F$uRA|2QR~*7zoKO%1F^~oe;%b
zpao8Y7(y{f*WD`A1$4L;FtOy8`!#W5M1hJ3`{+qKe&F;XPCnM6Tsqi)PsuVA1I6e5TK}OH^%|gAj_W<7mqd;U1F#=
z6mCg~bh6j2Bo@j}JSTN=q}7dWj=W*}pF1B;crM!5fty2Xn-5>gdeY(W0S(9Z?dAs(
z86rlZNK}C**RCrQLPAmBEi`*c*7o%am%h
zJlScwqVXBwHV-apuH%mA(NJRt1j1Iaj;J=p+FQGQ=qtL@dt};#ivG%@cpoA4!mZ1_
z{vl4M7+!#G2TAmKW;6iiMPo6jbidO-uk7MZo3CBF)@j*3W(5&73w5CwBP0}WJ1YE@
z#M6sP@y8LZ9?s=25aLvC$$Ifa7J+I4@QCz{Z_d%$RqzlEUu{};Igaker_%;
zTt~#g9`7EJ&5sw=|Kd1voRmc`1;KI*cB||yH~=Wd5>VlgWl4lLus~fsvV;7CQuXi8g$u)uA5WwOhUjD=TF_u#7Sa?N?mv5+AIM=uU;7^nx6yGPn@=bD^+3A+%1CIT%eBF%)?am6DS|-e
zx5=QC=kSPD8=)qx+tXTG=bxZR;Rn3Ui#hn$Y
zT~SgJw#YhxMo$)mrVTijivS-XBIHQNy`9{4)t^O~4PkILJ~j&ksmcWd)$5J8Cm5&3
zWAt!(%4`I#v*kMCN>K(M?OM?p_;8L;Ayj*lO5uqqJ$|>%FW|0-2K(KjecsC9NDIN12vC9K=1w>H6-#YxD@K(l
zUZj`zjc=(14jfTn(LTMV?6KD>r5lllKYU;|*>@GENAy>j%{()7vK`|$x4-y9kZl^1
zo$DI$zK$H-bV&TA=u0Vjf62alBO~2ecOxng;n9!KRR&%n6;AgR&sSKt^S1x5UfPFS
z9pV!qRjpR8ET1&@P(JYV-r$`Arq~J;!fzIxp9NT=(?G$y9kfumgt!iw`IxP(qJ0j|
z#Zg2g^XAzi&KA!&P<_R;gx@DSw7>hBV=`ENE@W1>{cjMK-WLvFAVeKbyB
zf9R!BQV=G~KabSYE3@`&-nyYQ`J@1E0*8Mpejn-4v+wd1UEaK~{!XbnFFJ4ydrSG!
z(HBEnsyi;ta7~G5ZW?t=JR272Hj}H?BBqYpD1at!Fp-o^
zFT3~cPI?;M+qN-8Na~8e2=6$JAh>PhOCz3tO@kJGELY$-6$mpwglG=rOYiYaa9u^!J~X
zIQpy9#zrDu)v;p>VTp_1)nvIPi-9=;jHCI^dSK?zm0Z;ZZcVrSaRO>0+7yw2SVGv<
zbUfy4Q`5^_$mq>K^sYW9J+%&#f0=*2KxSaG{^iaU4NV8;D2XzK6j?>E`k
z(|s5D(t{RQ846AP4&&<9+_3f6;&sg*OSWZF6ac4mgz*OUEUjVw@^uqlM(f@Kp|0Ju
zN$ra{T~EFG_3NkK<}Y3(XTKgLQ%e>v{smgjaQQ496&YDdav)SDZobiGT!z#Hbte4L
z-@iYdbHDui_~C
zLBYYl>VB;Xxwy4Fr-Q`MWDkwn3^s2buR3N-NF)%1)~&ax8XEb-=g^@(E!bOI;$qK+
z-)@6k>#B#n-Suxd6W5yK9$!&3-W_6Ladhdj0bk+VtWs<{>>r}nW5b3GwO^ig1ecY6Q)#wQn*~%(fqAT}uP?_w>zkSN!1A<_xlkQ(>{u*>
zEpuS9=%R6=HKPF-}OdhpSEtnE0iFN-ZLVf}XFHHWIIcH@dLv!|(D^qoZGUoMFi
zQ<}F=pWX($P4CT`hB{d8hYf&UNQ!4*(3cW
zOXSX9xUh1=hCpJwWw+c1FtR}sVCe`;9}FU+<4sm^ac>ekGxYV_f>nGgK9g(f)vK2m
zz_OhE3D?=G!Z%k_#gbE4XlC%~+v{t6=rME`jO)ayhn?$A-cpf8+jc9l_;A(^oR{()FB)5xS5Pp+#H0(EzW_RHR9P(NELdBbJghKA?*Ie}-byO=XV)%W^f5||W|FXw3zDn{
zK`>3D0;J{W((~0yC!T-xZP?Dr6u2*Qcc0>-6Xj|%%0u_XvyJR9rC?T8R-In)WnNq|
z2J(2b>2&ePE-C3ly`BO49}(LZhtzZS?AejJyW~g>OL@gAXYpf_xv@7SCx{`#$J=!w
zpXp1aGmNlNueC`7U4h|sRmrkUk3lM7UC1=GHJ9=JR9U$PdP_W_xV@H^{ZN<%arsZ;
z`y>GktvHklvUka;srpV%>Rc?&<qmtgfu=$64klrIk#>r+IpMuGf?!NB{9!RWr?%K9`qg
zbB;n)1J-xy+0!1JnX9|`6~)VDEMnpDi3b$xX#?{ZH!QzY4n%?Vm^x<6m`NBeUNsC)
zbt*nyiNRWCB-T=Zr8}u=HR>@?D~MpZ0zxeM#_q+W&SkQ9wb^kq8e%$j=BbtI*MI36
zI9Ik`zZ!gkd-c0EvZ_{D%&?<-cNlCUrNKi!fBia}hvjId^0$W-{Y9K%mB#oei-g4W
zJm)F;xh3DD?@|eSaQ<=r=v9QP?(|;#{PSlKS+S2*Ra-c~R2I8$oL&mGi0k_Mxnv(2
zi3-eGJqg-zQ>H|QDmo(qsA%F%R&iLYxNmoJbAOT7?b{_H_vfpUe;>+rFYDjvh6&$7
z7bYL)2-Z-|XI2{q{0u_OJZ;-wmSkE8sm7pZm+^7Ey&K7RR<@8u=w9k#e1$i|c(
zgJ25hT7N(qagDw5SvW6M`B)b1rwp2>x>kE(7Hk3GxtGY+tl;jRwM<-0e>kc3?H@gR
zW@*qmsyYAXd&9QF#xqL#0~R+QCTu?lTRDQJOEt9nT!F&m1?)0gyBBurgh`w&Ue)dA
z+o_?I(DwZY4>rTNTevS8t2q_eb1WjlnOCmZL1LqKLD*=e*ahSqUoe6*)J`qq_@P6$
ziBHWhSc(HR1<2Ct5Nx;92xD6kubpYcg)z>C39BeU5EfQmR{8QZ=ebNxuK
z_TgWjB+THjFR`+E^zdP@kTQ4&2a%yE-LY6>WMx@CM{Gdv-oqNcU?mzF8#Q!vj;#*)
zp7;Ir&7BiR7)uw|rq+BFI|2{-v9hunX{D;ottmdccXx|T;sQP($K^y2?tsCfFI_3Q
zX>0Oqrr#HuyABR$H+$FiIRF2r1t?Fe0PDCoJFjFn4QK7ZZww|@GLk76^qa71l(94~
zjc3^6K|%4d>n@`%UAk0{$C-Dk*a@<(;x%*O3#YOm@oBei-NavBWjqof>d}f`7Ip6rDoKzrol!I%@i;0V
zKJosc5WfEUjT@Knr9nYKq95!vhOV87i%Y?9yKLL`5$wfiB8SjQ8WbuUOWz9~XzvtF
z=d2&4DL!!5_Hzz0Q?Q;-KD*G`$d*ANpFVuZjhlURGlt>Y(?nTz5vxC@aCrPT*v|VW
z#@G#0Qraghi;+>Myx1qV@I%G;nzNnqyA9FBaf}-^%6M5k)CAs%h3sQe#k;+}vS~=3
z(yE#KQclV598K%`jJc!BRFtRm%=M0|e#vO@Jo-7R>*_{>YU54fVzJbGx}JseZ$@-o
zKtp0|krTNe+Z#>0tvOSndwq)O6_+qC;VP-YP{TuKxH!dmdH&)~lBO3c&9WWkPCh6s
zT(ffJFccWZVJ0Ii&)GpT>8CAu2)+z3(;G7;7}G%9)~!bm8c%57%*enoY*g>{`uf&D
zX7Ba^H2iwqIBfER!~V^`M-|)*>G&LReDR$-duAUU`vG?@{3B1NuC9I%jm$Ww)uK-#
z?@yDFN*>XzwPjamCFfwRgM)+lfgsh*R~aq5k2uzL>6$eoZ*2WK6L?9j{3XP3@)I}8
zPn|loJ_gqGTOY=*I7OOrhG|GwztaQy`mmz0LDy|xp9RAdaLwYTH>Z;csHQ0Y9Yl!D
z)yIq6Q=3&@9DDr?Y_J#a3o=w}?O(shF&^Q$rHv+3O`pbobhP(Wa
z9%ZYgdn>QD2p&RPbO7%B(uHf+Dlfgfc35OhYCC6auja&wRT!h_R~~MS*tbugKj)!*
z3i!=js$^W7?bbyfNij>AL1pV-v`X2{(VO5m#k_7+@z+1%wP+BlD(_trxCOu7Uq(jJ
zdiTGdWkn#Im!+jnfR_q+#$`>wn2@XOzP~Kpao`|%d2JAUsA1s`(8>J7r(NPhnrxwh
z444F1{_QZ?=HYYZ%$a0+r<2c;X=(*E5#KYIJtT2FW;M(=;^U0@%s0QrS#r|R!uuqQ3=2u-l&!c=gDm^`YLBayz3@E@Dp?mcE
z1Z)$OZ?D4r@p_Bus)iSBsr0z)+1gV3`*)vhH3~Nx=@C48)~s2_jvp8PRAj}_ROxx@
zE>sEg{(i91t4+JLoR_yN=~zCBkl^aA^UWDdNK##NF*5wCXkp2=t^&##?7D-GD&clR
z)vbbD)7H|^IK&FC!V(PV-~T=+)fv@G#g=QWgV`8IM@Pe2OAn8hpI?T^$e7GFYXvg`4LseqxHA-2x6YkUG8{Vl+-*SIV)8NQ
zw|q{Q=idb(@Q}*eFzC*`$52$SptI2}XN2q_I{b&S%Xs-E{uUJ
zK?1xf;43n;%^Z8ot`dl?fSZ(&eE*dEo0@ZzdbX^~SoapUU~X7TT77YulSYAFIR
z1sZ3-hVcDkM$W78AUD5;=$DxQSCNYVa01_d_(|Mehd~mIPVK*cK!^$TG~fTlGpa?d
zkWstbq%wTg&Ag%}WKtX@5(5hLt8@NLIS&6zo5IPH-0Pe`?wbj>D%|ehgI!DkMi5p{
z`uFX{ZH{iq%a_OarF}AY67k2Xe2C4g={gTFZU6rLm93RIarwkk{>pvp7ZYq9yLj>9
zH+t!2|BW9t*l}di4>7-JS-QgjdQ#j+^MNWf2JEs5Du1E?Ms{OUFBYkw3s)w*VlJ|_Q|3cy}2~GEI)Yo
zK&E^B_?tIxq6g_1YWO!5to=ArdsiOP72(d4wVG1Bt;GDczN3;hehm?>RRtjePFmcJA$6o15bYsF-&+0qq>rea<~0%zyLi;>+w?6
zj8Pl5xbk4wpyg^l4mP+2af}U35R}+c@L(J~^EMa0h7JU)>uWxUBRDMM)bp?1J%$6P
zwd%f4-PMy>xB9eH?mZ`|_CV{D0KJmbWRy`lIywQLDrE;PH8;;9>vstOM(ocKfet!a
zT1T|Bv=n3fW`F*(zF(e3_T8UJX1P(x2q!98*(a2a#I7
zeEAZk_`Cv#TwxM}rSurEQp%`su?3P?U?4)6n|UTWArrLIhwZ^?jwk!*ZM<1rAfc-swX8
z(@3;p0Q))y3Hdn+%ZYr{h=B8mnoTsE%zLu)0vXZHD%CW9&fNJ&Ug~t2>-zTQ^_~AN
zI%(@}&>uR)v+=JZj67~41$N6e=NKUlYx!6>^ja~bRsThxyRH4)$+H87Ki3W&?jmME
zD73W$*eONErhaci8fiP?1_#HXk
ziv9x!7VxXvO&COIfmgqAXWZOZdm?w#lX!Ua;zdMucD67lkPT(@e0qCp*V1o0i9@9=
zOn9{uiHV8R=iIcuxuckF_8Ibd&1KxYb->+7IT5dY|NhqeqYKJ!1Y5
z|L+)~7qno-!92oUgJ9kL>7a@Vqs
zq^aVUTv!82zoRwjx?!jyU$n^KXiOtHoX=mrm`t90Lw5hFnz~lixG}j$T0EHdE120-
zkdv)*(p8P7&-M#Aml&eW=>EPvj_Z2E<#P`6RL_~J-N@COYivBuC`KvJ;mL~^*A_f|
zN#s%tJ*a##dh+)DTyQKz!|a=?1!ZH#j@{3QtDI{F{U)V|G3j9O;@h`E7bETYj$RTe=E*9q`qFoWThm-wi{xmLT>PS~TlTekd`&OZWF
z_y9ZAUsm=WdBDK!$L*tTT=rFQDAJm$(f0*%O
zji>$>Z8GHkTDLi5|d|1M`4qrGCo
zhOQVcq{j-AClBQDm7B3Moq@f%oR8eJ5ym+@$gfYu!)f0vk+|>LwGxpRXtErtSKH-N
zFJvJ531lT%n6}(sg5?rIXE7j$w8>;7bh`nXw9p?=N;Ql5xltaQYIjV956zwGE*EC9
zaAaJ(XS>wh(Pr^|isaQV4>S&Ctjbc`M!wtvZCSTLI+yR*=Z5@DgI!*>eEBeAX|Ar4
zOuI3vs_IB*8L7Au4qYMvm-QboU>NT}sIEUJ@6DS*U<~b@e^p6MOC&fHi5FduB!&U|
zYHp!G$wer6@Yt~cGBdHb*@~Sb6%{3t2M-_qLL9dWhzDcnTKlQD=)0DIYL?5ZNwR&B
zendfOX@5lv_+pTp&rT&z`?Mw9)0Q;9EIp=ZEGQ2_%^^n55+}}J$IhMaA&_%P{wBNE
zZx);`jqkG{-1nk}kr);khbp?`oUDlCM0Yd{r_r1_hInKzrTj%)5ksy$3e?ULnkG-61}6n`F6njd
zECI$0Xm_E(c53=v{p(jYIb)b?Rl
zRTiA};vB337==&Wsl`xGFR;jMx&|uW-n)0Nh-Rf!EVBA6yaZfmCjra9tE$?^e}9jJ
zu%iA|X=xTTGwUuMZh=Z)&H&VY`RC96yaz;CJ4s|zRQbn`dr5(uAQLU#k}TK(uENYJ282SbnB^mYmo%Z~KI&sw_arZ1*5>~lkn#`bO7_WJvG
z9&2+;^+`M6^GXMYAQ%pM6|`}UtyD=g&u@-{O1ivc3}0Y#R@X|75bo-hs{Nm;{_L1a
z%OQ2TmMe}NS;1jJ4m5@_FD(y#n!86YUDCP~_xt4H@_{%Y4Q+Zsf8b{HpR`#K)m?W9
zx$}-I);8As#?bX+1W!nKxN?I@1n1M1>BU$1OJ>{nlZssdAxOCk+((T?d+&b)|QRz0=UE;ZscYRZD4R2$Z{+1r;C;uu9A=$iD
zXPz2o^=DUa^fV%BM`~x4t9-G^VoKVk
z$ES@!fy9r8)(%;GxF?fg3elrlY&VE6NrCi%CyI4aHYUFmy=~jJ%a<>oPD`7B>$&RL
z>fwQ9iPZD-h*RFaLFq
zYkLnz-kRU!&RXG-QqEd13aN-pa-gz&eFLB>HaK`r=LuQxPJ)in&j(kpV$r^T`(_3B
zYiMYwp`Q9ZWg8+{Xt^b9!SPhsDcxhoj*SNp0g&twS=Cb_afz8iwSWG6z&gT0=3!*V
z!+L}&{sJ8LP5c9(j!#Nb<0@`&dW+d4haQ3lvi*~qoP3av#svm;ogf!%q_-7L9t@hB
zg7Qs}A=fsK$WuyhsV<)ZawotH*hN*r9E+x{fZ`^2jdhNW57Dgp+%J*+Rr}NUM}du2
zuzvXm#uZk=QOqHr$1)6X*TQFu5Q-6aGId8csP&r#5lAPo*trp0Yogo<3oGrl(fRN#
zxcpG}#~tbGw|oEo{R-Cwcn$LNTR~JonMENu8csNcUt6@`Km+wUR!k=g8M%B(Z2{I!
zY?TNPaiuE>l?hy@P0RWjaM{w;%_LA-<@+W=Zti(8u%6Jjl1h)I3Tzm!4UUp;v_6S4+c4WG{G_TVf&69FYz4;!3Pux#iuhEOgbciJn~6J
zV-(lp^J0x|BXz)5nFrmpi%`4Y$efp>y`C!<4zZ}vFE29O-~Z@_F?|;$ARLwR@$t#M
zHCOK|nUwKEhkC6~JI2Wyad$h9$pv^+Sh!!wEV9?GPuxzJiU<6ix{^|rujAqG_DGK|
z1IvtLZAi1h2?5F1IXxiAgo9db?&E}tS&hT?yRAYBnlh9#F7`=(-74gH#5Ns?O9g@z
zY3rY3t1f};!Z8l+<&ra|yYpu*R(iF%xN8f?FFZ6f2hQq<&Wj@@cNLAL4KLb}fV8XL
zyy(a_=7b-?E-o2Yd1%2N&OS6t;0|?ICVPSfw;!)3h0gsZ$PM`AlZ2%3ZUvA#{%v1U
z@G|b|4~oqup@Tu77lo3w3N+O1NA{(W!%PAe852e4Vuj%DIV2)&0)0A#N)@B9E(HB-
zcX(9PL(q;h^*pT3N9u8mLV1DH5fKA85D$<&IZ>ylaADfmmui!Hi$WOA?Ik3BQve==CxO`|)UfxMU4Q}V?yUN#k{`&oU6_Mo~E9#ys3F1O5NBlFU
zUqs)B4Q2epte%io&-3H_U
z-k6#u2K$m7i8mS%Rr>S#V$SbRtiE^f@L|DkldjvtMUI2^f={V)hx@vm
zmSzWCa+PrtfQbldGd%B1_FvYsgsZ@J%ihb&j01{kXlq|Jjhj}v3JIYJ`J#6AVXq5$
z;uhj$Rg4d8yikO+^B$18_T=(VMH*S}s|*}uHTRX9v!P1|-$mVXz5g7WpJDYg(@-v2
zb>4wr)z!U1#?(w0N$!z=%>$LEVjh|!|G|R?>o?rEsy`E&2evYg)&}tSB?Se6tc<4B
z0QbR3vrm4_+}*l0^(OmeVSny&-d`@joh^iKW0o&l=KB5R1m`AnzH3R2p2^$i9!)Lb
z%NH-4xmQwsI!2k@;|jnNE_!mep(0QX3QJ|=%iPQo^eRP=3&l`IP!yLhU3!nkE#G0X
z$>|3LhagUb$xu|>gFM>Q%&gy5Mf9+y#-Y?^4D?xr?!bTnN99e2zfOj>C)QF|RSiPo
z@)09`jmM1EcGlN^)3ICsX&pQ6lP>h?(pQCO%s_eGRF5VrbhbhW^u``mvTZV>Rw*x*&Gl{GrpN&Lv8Mf!t(RvO-|u&~B9iI%VY!kx9BvY}Ldq4++*T}Ob>U7?P~#d#zU
z2L}Djbqg78Qy!BS*srqEkx#v6pC@@Vxr)>X*-G_1g}7;)UYrX8G#_EjINQF(zz5bELk@Hht0n3182(0%C=D17kjg)aqQ|4=``|e
z=53DLb8^crAbkPdJo32aI(?W~u5#JXS0hL$kqgr3B-%}RJS)0X-n%yXJ@o1G~WoMv?XI8mSQHoIHGhJV{_8SryWFzN@ROs
z>Vf=jtcYy-@{Rwn=wvRl;pGE&e_w4O7akTCX1;rP;Nz!wj`gZ@Um0`xddh2O0ad0x
zU#U9TFzoEPR+LrpB2jK;W+wG-3Mm696WWd{#!MM~(|RtEnV{r3MgSrK1Tn7>m>srP
zmj>WZl6SuF9x=H+y^^&N0_<>geRTKkOl_?^g;~DL3NarP)_4wl^&9oST4aB{=6WuV
zD??X8t}`&k6u>}Ief#$9As*+d|2dJ&f)w*xSX-gcQ>3SQbnGr?04VLiq*W_7ViFf&kH`&iEpYU;X@KhTMzseZ7e$-+RbR5SvN8!gACjGA@CVK)WF<
zGRgGWeycLN;c%^B2DTVLGeAx*-=n!<9A(uA
zF%*KA^t*Y`arCfZ-fUFGpwC#6CM1k?Wvwkoms~jVe?)!-FZ}82*8-9L*-+5@6(KDN
zR^Hsv=|@#sGgK|4{b~XRW4T+Nf@-A-cC1KR^KM&6TIcj`8qb9~h=nfavouYb2D?!<
z?V6>Vy@l(-aSb;%IE`xh#gCZF%f
zXjv{N7d%r&vz2P5cSMM23bP(Q><+yyVkfHl0@N~_sM8#reEISoXlk6NIYJ1@G;8a@
z#Pb%=Fv#|0NT=*$Stz177!u-*MsDEc+!rqfKoS_4n6x!tVD+0SdrVpz2^%{Vj^>OWM_gc=jHV;=i1neb-A#@2nUd`ZDg5e
z1bky(mgEjZjyhsY(-_@BFkzj#ch7~COCbXS+hWT=Ji!)-px+(&N;nzQ%S$dOpKF0?
z;o!9=j1}Udefv5x;3@zX_&vDN8x)4t&lk;pN3u4vR&R<{8TS9Q0IL;|vilHEU%heT
zc5ZH*DWfNQ^yndiVYBEd{={&@Mvjys)(W4vX|RK%V{c~Z{iSomcqVnRuu>;hhs*^X
zkgK28)O=pcC{!^Zcy!YybWW&FWLdv^NtrEOkl1|svqM`)C+G2FY3>c7s4oWBMQ6~H
z^%GvddE@-`*%*>uS-H6#xLig?MqW$+Qr@ewg}jo)i|41%#hcp^i-dnIsc;AiXP8z-
z$9DsD+~!4l_vzD45)ObT_rK@DeZ#-#E#`mu_ijsoR4b7V69%*dcYr1eXE{_yM-FOK
zyd=6YgK;Z;Gdp67NtatZuaVHmhCZ#%fWO&Ux`V;8I(^cBl(~#X2c!|
z?4}oqQo@8jYl~w$oIij5#MAXBOFo+fl_A~U&Ef)%Ip;bnU|;%E3`;T2)S&+3+7h9t
zYiZ3yUr2tVB6VO+$)g(N{AdD1d5*UA;;Da~D^VCK}vjhl}6
zl$}*ap4m-KvlF_2!O%3F
z5d1NGZcnd;i$7lP(xug?WoA`G&XAyG?`MVVRaRDf8Xe4X)Rc-mt8&e!2VBeRovV3Dm@sh
zr7%@x;>4p=nw+sr{D3alNH^snJZ+;
z&4Sw^6iu?enGe&9vdb@ZB&dg{j)RaubffJ#bEXt>ZBq~lk;IYDH}V~?!wN_2X_r4f
z^N42*Abk}%O@V{J1pA4DSEI)w3JUWZ?fYCxL`o_Ae7g<`12DrdCBJxfk=I23XTslL
zCoG@bQr3NRJUrZq!G*|HD&S(YsVpOS-a?s&RAZ=N)JICivLIhla0vvY)IyxCbLYod
zMp=^qH7P>Z0Tonuk#iaXmO}&}+iD3D%MrA%VVw#u}&sMn$G*#jmO#9-dN%PWxvq}y?_~)R&%jixOD!v$}%6+YEV+^
zP{mj4Uwr=c8p&vprG4^v`0RcUJS?a7&)sW12R$tU^L)DeM*_aqfIYh}5Y^t%wk>_{vWqY(3m6e1pk(Dbl~OHQ3SC4LhW
z`}p{@mc`r7*0y$Om6GZBY{OoK?lwBPr}oISXj|vzZFByDBIfY84?2TdM+cnx@^sj!
zQU17I(r*z(-34q?SzkQ6QXL=-h@>dUPYXjn*EhBw5Lx>-Hzo@D2Qe2Fb|UY|plREcf@6cokuG$;wkdQ&
zRQ@hY(j8R9%pi3Ys;S(BeOdKOT5VI&!-sZ4Kr?vo*q2NboeS+r?Y*C)PL!E)nz-i<
zp6`Pv64{#|R=JMC5bK%2h34w!i^-$s7Sx@$Ey?fSP*ml)u!Mclm>}1kTCXfPlFhhL
zdCj%G$ZD7Jb>-^JPSqYXXi)dV4fkUwt$@#gl8b+}#EzRq8Dfc-4ypy5a+g>9^d@XvvFvg)^TMCx{`t|FN
z3k!evcG**uIw9^vL*i_N<6NP!k1f#V-6nflgUUmyaI0HrG|`dJgH4iKkkZw+H7xbC
z@u-Z3`xZmtLCNouKN&iN94v8I$@Aw&Q5g(3CO{x$IJ4*F3+|P&acHl0WH74eA#%2O
zt%+(2GZuvgT)T7S7MCwi{6U>LZDPX1jo7er3skg-tPuTvz)7rKxiTA=KP+pw%}>hB
zK2j%gjaDAR^erN*4Cm7J;uoQMYl(hbPNGlb7-^zYw4z-G3abZEZr-Jp`d(HNr<6rD
z$}-V17@NUWB-eRN%(G`c+{_4U|xq@}iiLogY^pcefqL{N0treBCNPe<+Hv)5DH>Y&;yClQ;vn
zL5$A%5%(Y8YJFo{Fs#i-#8C@B{=RR~F5vd`@_**f8Wwa(QUZawqi0I6OuR67
ztkBZK1png5@ajUSsj5lxNF*q)4t&y48M^f^>f7j&+=-$tTm55po_{7Stl
zDJg-r5vU~9C~o1YVxhN$N&AS}R7lmfVAaIU-1Ii1{fs`~(n7Mj*}1IJ#_I^HyQV<2KC+CN?;3ChgoMggiWUD9~Eeggl(
zkNbY19Ys#Tsr!p>&RnZ0C!$Td)uEWykRLS2_naZjQ=4hZSMICW!zVa7J5RT@RUmmu
z{ts5`5lUFoNbTN0UVyFl%v0VbaViUYleZbzsYj2Q1Q^(7U)bO9W5+7k8>g*XeMv47
zVK`CPLXIsfKi?$M9>A8Ioa|+p*thDCqOo$ne8&#mo{sZa9BJX`*
zhoMyTi4YEaOL>mWgb2OP>^(@ltpx13my}jJ38nTvfZvt4bnfIV_Kt2AP6Sz!xzQ&P
z*i#bb3>PXRBg2*Hk6;bFo+T3Q^b=Zn3ZN`L#e34}ply_ylEXisFYDKZmnLi^@M;f8
zT97cW10kr8DfAvRC>UII*xdh+VrN)IQQSqYzMOp2iT1-^nF096T4(ri;me6(vvCzp
zZE()SUxLG917Av_HAF|8XmHEr126ht%2
zAj(1|Fsa#aL3jSf$1HXZIIxbAB}EQ`NKzwTC?`auHC8`nj~qZkFcdWdnW55DyRJae
zU<`H+f)>;7hpR*`UUu7gmZKc68WIz80F)%ps`?PSGG03vG!H1OT;1F#?dnCX_Vg7ihH?zwfizC^OFD6)db99F-3;ZdL-w|gu2V8gzi|G%
zIlD!QfB4w3JqWMV!-vYmT+M5RvAoAUr%7KQ$y{p%Okohn$(AU%j$9(;le10Ji4Imc
zI5a&kbNAJYrcThvYB{$(;UK%zWxaY$Z4Y
zjzM>Od;8MT(!*DWkShE&MERKPk@T$UDaW@uIb|UjJNb0I2+(&+Fefej1#C1TdDuq6
zd-m(08fL8t=#yE3y-oiXW}4yC(*`t
zP8?gm({<<0(S1&2hIr<$7BW1Egoux(u@&$G$WHfSU95V0>`09|dUPK}G^^nKoVIP7
zNlejZO3Gy7%l7TtuMmURS2x=1Zkji;b?39w3*ofNi?YhfhH#+ZIH$AO{o6r+3uY2&
z^a+?!zkq-o+@CXhs=4W{ydci7{mv8_kO2}GfgK{kg}S*5h*Bpw8@G{G5$`}hGkJ1J
z7MW{JFxhc@G-0!hsJLca6j8O{s{E%O@{#`b^_%E7{Y1gQi?v
zV`DqzH@Cd)CttAM`{>c5*3YgTI`~#q%bppn(qss_>f+gfgk&tl@7Yx&^vdx6kIKqo
zkh=~y?jfh?$LZHs9!mBB$&8SKqPR2|Rv>=r|MC1r@**e92V#%h{!LxNRP;U9X#XPn
z;}up&6fr@1?8w`6@r3wOeJ?aJ@&T!kOQhIH5_q$b_RvQLj(I5CQ|85)phI0jKhx5S
z%h45=h9FCTXjpb-;~?W2jO}}RdESP=IC8CfK;1*Vn2N3EDzB#@*6bDY_0JB}^Q7U!
zNC_+E0mDiFUMgV$oG!{iVzReTls8hOEZM(bg+reoKwBz5MAzLYRNxoh;;hE#(Z6Xo
z6$2{KUwmCPEt!D)E}p=@Ve#fM=|FOHs)z9*GL3^tD3E-oZ0ZblJvb=H3O5fSeC@%P
z3%M2!%chq5A_zu~OlDX374H6f^j(tZ2gUH7?|%L~fSiR0xEG}%
zRyTJ{5QWB&z{16f>U50b;D>2AtZ8CMgeg9sZ>FH_VF-%RZCjymOI7w#w9uOG`Fh>>{05a_DB|?Wt
zt@k6koWLp1%Fv(&rz2=JmtAuLib=bg4TzB3NYX1mbzRnu5XRn_f5FR
zputn+FguGLXW}1ZWUL1Oo8Nu?8VKC%nj-DC6HT$o!gG7b`%nbmgJ%;m(dmO`hK`tb
zyRLOzZNR5HdWS0Z8xS6Sv?y9y9R)*=#4M03&;BF7wCOkhWa?MhkP(_28GXpa1UU|Iyd@kdFvT{a?
za%T1OUYtYG909A6BQ%C6=FToqp*F4usUq~3ZK_v$QEhw&>e6KDqF3&41y?RLiZbS`!_oatOi`xEnT&YdJ+aX{7B|QBi-8D!}
z<^09!e>LZq%w|RJVpx9hV_797^B?3A?;v*vGPSi@y7WDwuw4EfjFA`Z0?*EiBSz>V
zks0#|S-+_B$Cl_D#ZziuT~m{TKD`%xxyX=<&*IHHNPOHp%*}f-(Dh(cRCmeQC21;N
zO1sT+!wMfhcwo@pa`8t8A#^2|H`^fl&>fu1GFwmM&}q_&xs86duXs%}ffWK2x+hiJ
zpE6BH-^8C5ZK@G=6Sf|1h{!On%~;#V&imI>#ykyyr?#SQkSs`h{1pvwVgb1TqB}@w
zr9%7bd1QnK#-Bd@4r&qDy^jnxTI*hY`uG4*hI2Wy`V6G=!ybYF+P-wZnD}&k`TO_7
z-*zNvM79MLlCxy*;(mNf>+`p7d<{}so#j1~=K60uo=|`A`uZEk7oSNOx;EA~dT6hl
zz}>3KXM2rn7yNkOFh2#O>!GpIK>?k_8DsZFI9u+GD)Xpnlz2T{)9#E??_;JT8GgB{eJIRnr%s)+9JES`i?ge%
z)z@6A-xpKnptS`UwD{GWktH!^*Pl!ss}NwODjM}LMpvB2r|UbM(Kxqk?DO-x-h9qc
z@XY1?iPDcf^^u&BeO2~1es@G}dZTrTJ}7eaUH9gMTVuu@@=U^&_37Pvx`jpW2@@tz
zWfSr1moxEZ0klWLg$s7AEzM*;kw?qXwI*m)M=2@S#=m2@oOjdVbkO?-omc)hRa#EY
z#KA$8($K62UDpTZ?!H}q;>s0SFNDvcu!cGi*bJ@lAL7rP0a~iyL<|fK2UHQ*#a+1Y
zu+zqCp7T*29}Ep0U$v>*_K#17Jl{jX?(er>cX*Fg_+5PEwnCMMw);}4voD?MmDZ(<
zQBbHU3Qsz3+OH#*kFf-2FI>7*^?(u
zc(J*v{RF{--=bcMT
zL{OuRZgq-V%^pJk;WyS1f07$<&>EOzlexylMTUvl%f`y;>gtw$-$o_Dx=ovu7^d6F
zp+m=x?_G4(tzU0T21Gl`Ol#9yW?af~vhYWJ1`JrY?Dvqyu>%!L&40|GTB*^N(E@JXC_8g6`-&WXOSsYle%~9(sCMn#0Z`
z6j~>CNaif?r=QpDax&{jL7*YWk2fw)dWjkW3Ffaqe>#Zf46uw|H08T{?;hO|WdVA3
zPwRS#T9y|t@=yRf=|ovwu*Aco{{KJ}HS?Y9d19QlLyQfkFUWc@=q#=k{@RWA
zWLb6>e8_Ron$JKGA`{;FZhQShd8;)Y=9-wqrl%i4bV!*4+0S7>7Oo~(c)GiL)A`IMVPjilA32}
zIn&cqk1WdJqethPn@d(`ZvXe^&j{N8pmuZ6dX-VtoNgaBSvzi2u|jI8ve$_Jt%K>v
zKHF|YLD>Ui?s8z9b)v|N_Z~c0cY}>rL&FXP|E-!EOtMva*Q=RJX8*T`tG&-Jz0$)A
z9xL?d(TP7jU=%eqHLHb8+r)$(NxAyVWBu-{8K2zozeklGI505R7W%oJ7d+#nB~s37?&|a1)AvW$t?rMiQyW=p%{AwkW4!N^#yoD)SH-q&qS-`2L9tc*
zl86ii#o8naiq%Sgt;b((_A=7oKWlHD7nl1BKlXp=KE}T{T3k}TMM1G$i~Mg@v~ZLm
z1;u^}aglR!cY=o6@2bhyFD;KvpZ;8NM4Ro&o9`xFPj|CvzmhfjV#s%vH*i6vfw#(R
zQ*`^Os=6zGtR;RMZ8PLeGrmT{#^>8B?RO!PPwv&4H<9;?mlnH5gE-4?Ngsb9TkzU@
z!*;#+^v0#3{Kf;bX$>tb#mBd-!pY$0>L<09fBZ_(cwzPCfBe;R?cTqC3!>S0?C;{Te6PE7{qIi~y?a))dgX7f(PL5F_!g$8cu1#O2FA
z%_a>wR)Z#=s`OK}b#x?HV}uLcsW@XUdeRKky^}R`y{UNA$bPy0;iE^a0s?ty#YtRx
zpY~+u<_?xKIvpF9rl5E#f^l{(JofzKZP{`?1A|Hvo})rSOMAs8`nc?-Oom%Cr9OWA
z7(sveoocGS=V$#}&osltyg7z&Yd?V|pz+T|ghfGfO-|gM^f?ZW1
z?4l>z%Hf%_{jAB|ZfMQ7%goEqHy=={c$gWA^&x+A2qm1e-R0O~<>bU2QxX8X7b_CNImp=wstmGh?)hT_Wgr
zQGDkRTe*feG~7mQ6Ui=GO$&E3m2+;tyBfsz_THKee%42>Mo0$o(C}NE7`l%6|1hcC
zz~0^6ead=BDgVzG{<%KkW#yJG3W|}N#}2HeXsefzk*SMSoB{-Jr0e$Xv?0mcluSY#wRAyl+A2@RP5Z!D5Uo6*|YJfDFtcir>}TSV{m0{
zw}U$E|9GCU9y+3_sX048AL}qb)ski?`)rt=-RjJ(UXL1)frWjj_%MM*2sOglyRFz+5H=2J~QBe`^XpLOB
zDDmsFeriL4y78^g1NE`>$vR@>Zohv0Iz~A)@}f6G{I@76et~Ik;ic$v57x6XGm9`V
zFl^emvG)7>2kGXWLb(}!i*NDy*hibGVlawqvXLHa@-g958h6g&YJ9>m=&YC!7>!L^
zw$v5fTVsWZysQ1W&rE-qw=Pd$ecs($>N&SRMw<0~2`0mR>C$7|=W9bkTZ^TQjACd`
z-Pmt#Zr*;YTF`bVx%~D}6PN3-RPdRI+Ay(L>){sik+Wx=ThfiAI16SzB$%E%cTfNG
z%eO9DX=6;9Q^@&zC@!A-UA*0Ra-iNPVJRr-*s45hIyLivcY3Esu-J5|U8*b}35R%1
z6{Q57$tOktsDH}@+_K2bw39jl7+s6w6F?!##}e_q~7
z$0uz!HB_5r*+a+Bm}($p+MFU9%x|Mm{aR4I!2YiISF9FtKY#xCK^9ZK-E>3tt-guH
z>CU64Pb(+pjbC=tX-m?2KrR|*^vVWtD&ZA2?+^j>}Qf1;*`T0;#Fg@-kx}R%4=x6j+6>Xh>kuYxbVBUL5K{w_?f%o
z;jisRPK%0(#a?jTwrSh82F}8TP+Ugzt-dd|)9p5sO*-Dqr8mdAMFnTRKbXVBtdEeO
z%Ff9d5MG}3*0B9`NIlEqy_t1&?r1@5)N9+zW@css4e^0Y2M^+0xX4AP8dNKU2sy-=
zb~-IPY^6UVhk`)f5+nC66jwc@kesY)9t?mowgl#7xiOsFjmN6F4}%}{8L3mO}O~;H0{z&
z@tTDiOG`@)Q-QqZ3c1$9x2J}btwuZ4F*j=y)N@ZcE!jszL>Sh`$Q!j~CAZIZ+77Zi
z;ARfghPk3Fzj*yRfw$9Mw%nUhG1IJl4;59ED}(JNDWTc$hD6Q8b({D0|M>V^CHv;j
zt)pUE!b>w@`d@kfj`y4jij1<3Fbd~@}w;8Lj5al=8P_`606&5T`sRjy3*lHdN4GWvZ+%Yb8+1j{xcMV06sR0Fr1yw8Fq^^v`JXW-3
zJ2j?GS+(%8i7eIb-8wI?u=EtnkDR>vTEI}&KP1E)=dw>fwOJ|4;;njN-m_V`k=#tLdLVf9N$Nut2V1!iAxpl+FI>GaW#=HX@(G;wwYpi~Cu)I2E{a
z$Byf3*RG|e;?zjpnL7B|*C>awQjab;HLhISZT8RP$}q
zySlrzC;DrPyVBK+t6p)teAGSh`cAi-b~^8tVrqdqN#tDmLYz8O{DOl`vvPB3F>%XY
z3)-2q2ro{2BX4)vMsLKPd-La$Yq1LK#U?zojP}3pNzRwLQ_-?K{}?SF>u34%6Q%K8
zZS7EUFlT29o#~PGhVg|3`!KWi9G7Mj9^73|tHFlmpeVE-a?A|#PK~(1%8H8P7`EcX
zj(odTkKhknr%ak^jt5qi8H70KQ@dzw*>|Gkc)*p5Xt2p&RA*=e1q6n=>AAEYlJ6;J
zu=^Y-z`{~yVQI;=ms7(;_H|&Ov52VXKCJSxWS#OjJ)BSJD{f6+a`%E58fX9DYV?;uU3
zKW8Eun;|OF8M~=C0=}e#7v;9noT^FDtE@{mR?Ow<85v2yJd3>&Z~|T9Y2=lF(7HOg
z(vp(4Iw6%c8@AOsOt%}z`uX}Y3kwUgt7X;XsNF30qF2c@3kFPzC~%l>Nt*^9lacX3
z^L(RM>8CvE%6#|E9loGdR>KB)rzS=_J4g1ZOc}U8d6GiQ`C$E4pWBlfO1={Xd-P|I
zDGAY1Q26fk+p(Hr#K?6U{Z~@oZ6}TBh3u8kDKg(J|Mb@!^5P1(vaR!~LG$w%*{G|T
z$Al_71${FLfVpMZyQjYZ5Kwixk?nIz8t37|I8s$&;^WlIiGln9WtaS&tw8MS$@WclU1<&kj=3(Zy{Sn)x2t(cO1rVSaX&
zm5uE(y2dwrwbf|;v`YDTGqZ%^pRfJ;a*Z1~j2Zpb8pz4{k{hNFuksFaf_HImwd$~f
zK&MZK|A+hc?=!0}(ygM9enlAIh|2u*sN!=LN#DT0Sb{Qi%Dn)&{oUQ&x6$#v!Swjq
z*T*j~1#ppk6l42>`O(9NZ7J03wA}n>LYU>FrQa$oqHsIR{`9BeH4F0NP>;D5c2V5N
z-ob(U&hP8_Q!U0k^StWSk&=OR8K$c0**8VE3;cFwaGcRX_y1_ZW89iydRao^)}78x
z)#GfR>n8_<#W*wzOxVe{ebi-Z$QJ;(VKyB9@liAbbEEXtJw5S+wi|m}0H|I(eflOT
z>A1uA$HUeqTaQ%_x9ro}>vyyAC9C25hfSkldRp00jj^epmvWQ~3JPeBUw77Un3UJk
z*KawL#7w~Z_~c}Lz)6F;D5(&p#L6<8%^9ozV-`-=(dwo1-u(R|b4{@Sq8k)!+fpT#_{2Vb20CM9e*+>-w4q=6TK
zAZ=}GRe`*TN{d%s9zRFLp_XK}q|rpWbXr=PcKPjmrHI(+l;7igVhf9ldM5&W{rwL!
zGKL7>)~M9~-e@P$i3w64Cbse~nSX&b&?6goP|)LT6c?
zi=#}Z#H!|6o4U;#cjRR=|H5@I7AGq!`TZ5IoLZJJ0+6z8T7=CD9Ead}U={g*6MAX(
zvp0={F)`Df#HNN@qu#vPpZnv*?OW4T&rm=sk9%mhOGvb;KD!aEk)IPD`ur&YeCQ{)
zN7_!at7cpQpS#)gB}J~b_7Ai~zi+KC|
zu#|$WZ4P+q1d7t9sw&Af>$hZ?-Ap>-HKGHA(e99Dzuw&X7)DANuSny)F^Y)^adF22
zBjQ<}zpJP&om3K%J=B~yqA+)G`X?}f-;bGnYrr;$+|rf~nxjYUqW*QiprHElTw~$o
zHqFKab;`YaBhh_~(IKrTc~726a@rVE$VLE&Ga*W$KE5x_3IypXznJA+y`^%4NLF)6Hi
z;^N|G9OlyIrbo^5y-{6dfIKE@#TX4o+OoIJ&yD1c#@Pu4^I3i{qm%gBoN8bNu7LCW
z*xuf*!mwvgc(Lntf4(J5oqaCXei#f`AN}RPIy9JA==b9e;|XXG%q!hV1rsu@_e<~!
z8L=7dh*3%owH|4EH!*R0a=29y8jtlIwQH$IFme-U@&oTTFxEM*T64c|bY@*FME(Mt7=wBp0}M!5c~80b
zQFeAoe@@Me5w}C)LPA17$pI%$o}>hYsi?S=os|`BH$4)gSy({0Uqn0uQo^Q{96
z?+`O{Gyvy7Q*sy~fuK0_XKr5#2nfjOdu=ySyj{5McOK*gqvn(dA}Ij0S5{Y7tMKZS
zZE={aR|M*Qm6DoDZ{|V|=!I*F0c?RZ^NNU6+$K%ZsJ`+bU1`?CDyA)I;z0Th00bsp
zl9H10xYr;(!i42<8#mNpU?#@O8FBo?CJ6!abRab>VM%iT0lBQYKCA<-QwBZs3k(c|
zNE235BW*m7`Z+n;sRx^16;u-9QxT;=qU4T}04GIPtdMGf10;q64R!aEy@7L*1
z-xS$O%Oi(R0}?pMzmpL~S82d#hoY(eYBmT-Z>GhxuqJ0i*3g
z{OsyEa$p^DQCEY1{QMb##x_WMVDzC+oBszeRZb`zgU2{1C@y=hq9{@~0R_8=-sy>D
zU)yVuB@#5JwAQ{qJhW5hiiLU
z%?s0wJ0Tm9G58iKnHq~XoWyd_zjNmfHKuGqSN3L2oy(V>?4+dByL0#MKGc8SUAuO9
z0JokI82KD@xHPXAk151USh#u+e>t;NSZFxz$7vMg7o
z#M7rcit!UI_s)mhv12M}6$zc4j`LO2KtPt&g45I-92{Vh91RY6_OmHtJ`T85NK15SJfr
z+O%m84NVO27*+ORN()|UVaL2(yLV4k@pclN96`SgDsedjF(Dp-6C0yjsN`D5TP-tw
zH@k)ITorU$R?v20|J`*I7Mng3HzKPnLc(7z(@b4dM5MoPdC}a^bxoTkKv!+&@{-MP
zTed82FgY#-F*LF;u7Qy_dD;wjPtTuKn)o8;JDU$sP}sCh{Q3sD<^3Rmjwb@E{`Nn(
zAo#8PT=m+gl=YL4C6x9@j~;!jtc*=7UNJ@%N`r-+G@6^62Ws9v`1InaVoTR|p8fY8
zsdAuWTUuI1&=a!=7j_c*li*x`82(_kW)}{J)_zER@%=SORWj~9*?q6Sr5S#^JiK5b
zH`QZ>VO`|^HKs$x()|-<<
z-wjZd9?7_erJb&Pd1QEOKNrg}h%^yszk{P;GlK_kLSF#KeB^+qP*s!ax?x!zssB?v
zdz^gB+Jw@VMd{SLzjW2Sy}+hg5O@E>gCCk-3gvXhCdT9*ReY7$^&`0A`K&=I>AE#F
zHUHgLCFspM>~Rw8{fdEJ`N?AVpIb>?oP@we(60{KqO-bD`^tBfe_U$4TfA(`fg-o#
z49@(nYxgdt%xpOPk5kIp`;WI;wKlL1@Axi4y}c;-Ka8xZ^t3fa?Za?N>VSGK^KYR@
zLe+?^sHph5Z4FMQXc@jkL@!>KLmwcoTih7!$Y)L_CwllCUMoBC#|WSlZO@ujYz>7X
zikJj$+~;k?(T=O^oSafnl8y}@fAXWZ
zm&M6x`RleGPCeir(mSvgpvEb+bnTGz+`zDZ7TFnt!}|Iq=X&S-F%b!*7u-u#GVHZ4MW+`GsmT04xG|C8E~1brDaL;`_*1
zoO*R@qpHv5gep9^GLrtnJAtz64DekQ{Mmc>4N6h9#xb{)DUO+E64eebw
z{{HxTmXV^6&#;O1?AY-Juc0ASM2<{%I+45e6G)ZlTy+H6;IbgE1_=lX63_zP!N$p1
z-F25V;;v%XqbE+tz%4>0l0h-x*7~qE&>Dh4a&q#vd1}a_@J+bCgoiT|SINis)ho8t
zW|PIsl9DfOTfGZ!Hc>#gRCglUFPd^V$|ppPBd|}Px;8-e7;0fTbck?OoRkWztyiZE
zLr>^^I&$R5rN#N_Mj*NFqtr;I
zJ%!UnRLCV=Vv}^(jlPo#5hAn}2<#{o6_xl`aH)7;h$E*@H|rP1{rI7K=mu2kPBN(UMd%Os+u{i`VlOnv34cp+-g!-_V!S#{gY=OK}oQ66UsC+)H+>
z&bNdEr0Q3t_`w#`0PB}AF^SXG*7kkzLQgWB92ou?f#ZZ*DSLx;T?0a~of>)vyQBip
zLd8H_8m>Sqjgb8vw{9{qorTxq>Q
za^=X`A2$A&nx3@0Uq*}}16rE`^2W@M06x+)6I0L(92+MNaLDQB{akV&t5FmaPLj`uA4*~JO|6}8d!~~kD^aqrnzRi
zNwW<3lY)X@dooC1rnrXq*B))`0T(;DL>k>u{2iOR_lvu_<
zihJnk9g4x}7!!fP15>(>g`6LQv!PyKpWQSJEuJg|ZnHKeLQxSc5My)*w;RbWk8CIF
z6!Q2X2|vCo43vBJ^g|r~^zq}h>(}1^-!qG2K7C`%eWQ808q`Z3jPeo#5?
z=>*qHhZqbuz!(a;?QnYIP|FM=12B7Q#b0B#wet
zsKto>L;?;_x9alkY`~gEGfJLxx56zZDGS)zM9(LL91vnyzmD6yLk;8lb-VC_betoK
zE{FKs#5XDTdZFXTrCql(W*jX9oX1@^<2_n2?w9Aota>bUnXr@w)lcS)$KD6J%_`s|
zNTDD%nLlM{C%L6TTQ|n#7UBE{EPlO+7_v2gaTK;JDlt&UF$b7|G^cNdDf?`2o<
zz2UOWEFM-0;nr9Tgw5W6@E{$t7jCjqk@G4Zaj%^RFJ8*YvCP(sl+nWV<`y93FgQ(m
z5N4Slr)C0lt>*N?scc@zC9py3s5I@hWQEYS2>=+G`KOfS?vM}7pA0}sN=lkZ^NGM5
z5CgWOM#|aw;PDBUAIo0P5EMDc_C4afSe$StWVccJw*Cm%|F`vAl
zLH+x}>>q1$_UFuKxyBCHNH>7rtW-D(d+E&W{x{Is24T_Gquja+OaZ#5wmL;SEiYM{
zKP#4Z(Lz_vuE?C2?6185OFe{{baf1SgQ|Ic1d);}`yUj2NOTkZa&0$il-^
zQ&S^z42`j{V*WY05d_d!%|b`wouEv=18C?+LG%j=34xqy^KE+RB5v&gq&d(-B@auz
zPBZfrwx6-c<>l{SYxH`6X6EpxiWjD~A5lJunE})PjMacIF%CX|zJl8Ts;``RhylZ2
zqE=
z^FygV;RGt4Iiqq?|FbkoB3wuUH39Ji$4Yh+=p-qOYWNkS!EM|&7L{5$SzFY#axHu1#}(&P2*@uE8pcvrQ$jh^r&X_4eQFPk{ljMKr(_7y
z@iZ{7m2spG^Rd)yUU>PB@Lb69YzWg}qPn)hPI~(I{{DXLkSN?~+xg*4_xcQo^TdEv
zpGEiyY(y=09GJ=&NORk~5pL$QX&@+?($|J0jsX9})e6YwP)?r@Nz4Ggy%p)p={SuU
zBdx1`&CWqw27-MZmiV9u31?C`2{I>*tR^NV=GpDu&--TQ=2R-#=NUvrMPFo91AHIl
zq3wgBDC;_#kc
z@!KTesF9co;$M+ZdI1Lv)?0Rt20abBbf$z{yjr#l?ACM+soda8+g4No3R2BkBws}n
z+%0IE<~Tphi+GDV)GgGHr&Z$#{u;L803NakCLqj(*jQc;7$$DWGuSlgxH
z#wR;%g-hV~1hDdzKmI3SNAmjrTVS+T1!>gA=Li+TM)kL*7QJa{`OMW-%+U3k32r$S
z?-`5lXOmkD3=BwLqX8y`z-|{9Rvh99{&nSw2inwSeqU{61RaUNj>!VB?DscCzU;hq
zZ;*ncV?ja3RQeanprgamPks!K#ItOD)t18CfC?}<)oOn9;K2)|9D_m;2aEeg%~>L+
zs;LFFwYM+VoW8>HjsA4+#mld*%!gglXk*CKF=;b%Dtn1L>zqr!@fcq`&V5kr{psv=
z*&mC)&FY{2saesO{k+etc}p_la;%8iz=22aGHOf+hQnz!(SMCpaHsj!&Qr*1LWQ37
z3##7ddy(nhkCiCx!t7H}??1mMo<{i_7`k@Vh^pruS_FSsmWC8S(tgB0fWMq+{2VzY
zfTB*HKkZdpijNHMSh+2SN?1nDvQ~ciqJa0~GSY!YTt6NaC#sY}f|{XXf$qm$>1ORJ
z2$~>W*8rh27Rfb27@N3)PT#tSAWj~L^D$0NP6QfM%?oBD6ELs42gRYYqnz!bqa&|9
za&d`4HB$k%2#=MR1z$!*4@XN0sL~%)w71Vo4?(O@3Hk~AT^Dp_rZ@z0q5sk23<1=f_-p4
z!OGc*OhC%Y(rljY|NxuBY!41y|XW3V>;Kl!o8deQS6p}zAB1BWmJx{{=gmN3>b
zVtyo6IrO>@FM8FsPJwW^zd7*kejt<*DfZ+Dq*iyN48_oxo`JN
z%f~5QBT-7l#MdAzPx8Ky4m;AO42R))R8$lM-BUMzT!LrVoDP0h13is^*+FVF)B+4d
z6aqS~i;VaJZ^5aTBiVfnckS$A!QHI6$Xc7ZrL}&q^e18}kq{s-1>y}~tXeg4mq{gv
z!#!i;<0In>d{&F{JBfBrcpX{mkTw%q4KV!~?tEWGqIjU+G<+6sZr;3k%5mWiT+>LA
zMs2q!EG%2ph##Y)iJFeHqNMu(BG-fekmMZ~*ELk+=gjC-A8hTB5ttl>#_R`2^%bvq
z0?Ht+%@D(DJJoEEj{FMK?p@VF^KsDUCu=Tj|Mk|D!3Xb!%YW>b(am_E0u*@9bO$9R
zrR2oK=%238m4onRLcNiY=ufQ{BEl!!#CLIVaoWSrV9vz$_un8g9C1`EGunTcwrC0PQPa&G_9{-%iVFtZ_q`i2yEK>$M0a7tI$
zzf6^n9Kjmgz@C8xND}hnHeDJmTrQ9dtPl&0doUUFX$h%8+=F*UGnAe_phka?;youh1*52oO#}u
zOS(Ps4o1i*s0))~yhNvT{x9DYO{Yb9A30c;yXdD;xg~rw?*61S9>44Zh&@q8YhGc(
zGl(o~9gePMVeIp7>Z*Rizbr@W_#95r@;4RX~4@uaIS4+;h>3
z&d@(Er~S3VlroN(L(_+7svb{ZeDyC|XqzPJ3IsF&(=PR$J3_?2yNczdrLUhH{Ol8y
z!W?_di$O33WsBIWsI=*RKq>zeEQa+T=8u0milcnJzi#u8HsQm*tg>`Mvf?Cz8+kR@
z=p=tUZXB7?)}tNqxB8Yw*+T)FpEBn|n&J6)v~scyu-lr8k7mQydS!E;VZJPA%6pF~
z?MGe=IjQC}bHE%1hly*h4g@V(I1;HcJj1M=4c1Y6>$@bl*2oVXfq-rBB`8_hN4^Q#
zK2W#0+9TA}+{SRzHZh?zpLJ$z7lVzX+$vc
zSV|}Ud4!iYvtq4Zg!czK8cGGYMY~ETkU)+>GayTyB#-zO2%Rc6
z1d3`qg0INz5Z1*Fwn{b=z%7TiR14e8y{#xWoU3zFW3CfGm4b#wht+N+URysuW2iLg
ztc*Z#OH0#*B&%YJ{M8}#;AcM(FkH1}y;3W(@RxkN7=;snnke_Vh6xs!-4>=l)W-Y~
z`7S4om3$XJVqN$J8ugFCG7F5ty7lV^5DFoV36FV49AqS7DnW!IuKt!{qNrB!W!3lW
zBct-?`o;s&pKy(b#I4O=>MjnJx~cmh{i&;HW7^%X
z!kgp7`|6(lJI(<|s>x#;w$UAdkq|5oj>tn?NwO~hUobpp-jwu~z^osNUAoUpt2(4e
zNDGP9X4Z8GLJygR#nimG9X^d}e*gBjzteIo=kBi)YZ=G)n5ENu$
za^l@Xs!p+_?hFt
zpCg5gU?WTxq?4@M4fczpoB05dK}XgK7L`-Fc+n+1wmL5fpd}Vuc@BO>n$4(&Yhb1X
z;mU~a#$sGl40K+&Kv^Jtc@CiWNqxtOZBUdA75i?`)d86z!_-pXkb5;m$W(Dztn4JY
z%U?xTZ$6?2cqk9_i_!&ZNJUhKZLKQ-e?(Iz=h3^xzk+1n?k?GAJPUhavJe6Zwo?Fy
zHEpei5R!=Uf1@t?8jsy(dOnMyoL|NJ6U9xz|T#03f7Hmd6$jAjTc}1=svFQDd)|UYArCi8qL^sq~s7Wje{*LJcpSHz&?yqg*{mBg3P3dwpW~`N&;_e40z%!GOP?c1G)d$bV^SJns*@N6H0lAQg2;}B
zbV&Ew>c!XwQx_wD6dpcFKBFMTkk~Lb{+!RX8C5|1NIq3x(s&*{#}H>tf<|OLZ{NNh
z?4H0)qJo^dJFY7@-F6H6L8L`Q9y%_Ji7g^42F{(2tr4NSI(zULveStuGpG}wRLDY}
zx>2*AFdC$($PNw?0|se70$&Y);TwtMfZg2q=yOPPsy#(d0^j!zQW(4oSp@mWZU-X7
zqqZJXu-|?7s+_)lBnf0<$;M*j&scUpB%l#Pq7I|r_KbBYgP?5%tSQWlZwOcus4{4h
z`T+te$v_YljD)_3zz7YdAM*`d*cnin#8<(0DVHPtq%qBi07V!NvJJ#D`0(Ka+3G?}
z4veWRgdegWNnD2H1ffk~){=mqEPyUv=Mku1g-dg>
z8ePRj
zMgw-ysaw5QFdD@3mcv~kq1yc4A2v65rm@ov8~i{UAUnxeS;bLy8a(!$M1e}+(kbi5
zy62eUTtJi!5Yq>YKMkTgMADBKJRtW*R6?C#F8wiLtnl(G9#x2|K^w5bhKQ{U0xOGz
zO(8BC;$r^9R|%3V#O(qXkB6E%cy9xP#mg*&dm7sl;nfcQb6*qLXGg+`%lEG(auZN5w4S6squ0@gScVNujaUpq+3skPmdZ@Bt@$Sb+Q
zT}uZ#MmmhXzHvji>oWfy-}?tHxZD6e09?pmdH=glu`NW4!kNDhG?<3_uJ3)7^&bn{
zCN;gr75#0PqzMcAajvrLEJAzFiio*%#n5#%1rOdyxo@9xixxSHnPt31Zfr9X`3FVTP9Dn@{gL9oHdU_-2*uU^
zT^rMF?m>tli6B67pUlimBJrXay~qkdR7eeA5H3{y)@v(;!GaOegK{tI4=@eNlL7MBqxyz!%2lsD8ioYa{MCzxjT@
z?rKNzKeGTksC?Ov^Z9VSv~(-6I(z7ol-QQtV{R-QM|Ra^*&jZjFVgeUUi{*o&--^u
zo+@*2cX6h@v6lJ9T9vmupIvOuiO8)U-Cn4ktXF@j@r7gl>+uJ|e{-2x~~^N5!+*3@CEcT-qX^gHE5s4vw5ED;VO3daFYi8`W*p!+ouFv&nS_
z?zleu1KQkfP!(@@77fOujft8fB6$nrm8$fG$QEY}rBrr5IhtTGMTz%I?^qodtOgwp
z`+zNYBWKy0{%8yNPI#CG|waK(x3J38+pJ!e?Keu`;?6d?sC^6)b48+}5q4&gstwo05Cu#1SkI^+3
zbog;>3dYpz-3K9L(W95JON*XbOU@Jd@i9=`a!ka5N0Jc9)I>xOYBf&nL6K)->h_hr
z+N=v4RjG|!gC{nwm#m{wOIi~{s@x1ej$l^t^nhjYR^Af0h&|ozoL-L~$Hc_EJY^`e
zh5GpZskU3yj~^>xCvu!d{+TI&k|P`(UWrbNgJZd!iwPY$GMCX;Dw+^8*9O7BwD4Zv
zNr>f}v7NY`NR%)F?0cd+mw*F@!q2fRr?(MNR#rx=m9=veGNd=!V>y@^*+E$gP}kp<
z{fA{R7Y#oQAGQ3j@$ji1X5{)kUsA;Gd?|4ErUxxA2Mm{8*rQbo4d@QGs%j%lJ1dl}
z#&I*dji)hP(1CnFNNRQ5#W%=hVJki(T>MV$5J0wi{)5I6ka#EV`jJ6Ml9b$}PToyn
z;z>aQZO&JAuROfssp0CCM_incbS9nPY~;q3r(0Bm*py7*Ta4Y=BLa%1OV1|5D~8j
zJjBR3h7>6wrXr)YUl4H5g7T_^t(lg9PGXSa>1^68v3@+_z3dhz8^e&z{Q}IDHQAu5
zgT2DZ&^)m<*kS=PgV~z_9Lc#XA**Ixk`CE`z=c|p)#XCl9qP^j@(z{_)k2W$F;?B0
z3|NOGg-3KF4?t=Y_8VwJ7`80iXE0Q=^6VF;wMqflKhdI;bp2eMTK0*X*=lLn1Bj;`
zFd$SgS2y@d$iWsH-pi3#`C|%&4n*>C77DaBHs&N_8;9BS9JGH1Nb>IL*3Ca<8%bOI
zt^8NgiEa=V5B`y?gTTQBFZpfE>KYmvR67s}!?rcCAnbXzY*02Rh5wnUJ{Ww`;Ogzs
z4nc&aloRv8q;~EknR4@!MI_wT4OZv@p}7pYoem5dF2{u#sbm{`6GcccMQjm70V+j}
zyLt;#nT4M4=Vw|P3-*$lgnSt%wgw)I*n>Kf47PU%$hX^1)yxgxo9C*~?2jyLFYI~q
zU|Y+;9Afok2SZ?5V>&pGNg(%YY;Yd~lD{ZYl8`$>Q#e~?-c8#%Q)bYlif?w7l5&>6
zj;&}4B;GSaYG9sutTtW)R89Y;nSNi)%76DdKjJjmIl9
zf0hd`S*ihwBT}}vaHf>A8#Ug0ezZ{7>&!s3sTV0oGh!Q)HVwT{)M)NimSfDUsqjyP=7tEymXJbq@V
z9}4L`w$KBoSZ}W~Q8hI+6+mQS3|>$vdYMpt6V%Ic_-(xVz|X5iOT_$-JE~au)AJZ=
z&*3l>{IAzC>A+^71!4TO{95Kon77awGCE{6V1gf9!VNc_o`cl7i<_I9%d)$~UR7RR
zp7fpdTd1Edum1qNUk`oB!9i*ZotClL!@==076vVzNHE`*
z(@8E@m8s~{OGFng;vo~`g`L0+mbeLJF!Y(2w4pwY{RvrKkd42EjjUW|ZCNi*=v|hR
zlM{i7)C21J7#Zl^`5!m4D}LUbEQ0~TG?Fuz@bb9UdD7Nlh|@wg@<5fz$|TUL=K5Nt
zeX^kB%MC?2cA9tqjzD1^P{$aSt7D86_HdUVC8)D7Gp0Ip((r4zt%0tn{T@Hy;sIGx
z(nG)h>19ybcMH3l%HaZNBl&HKrCbgPO9w8@>`#Cy@^FpS3M5rflN5CC1(%|_mAw6*
zz|POEa;}Vyck%;smb>(m7>@QNezNyz-D(
z>?dP2JrUJSE|Mo@<`ms3h4u9Izu#NpB+S2RsHo5YO&vK)ZYRZ~9tNd#894NPkCl}a
zy5l;f60&eTuEGmiu!GH~Ut;L_6W}{
zxbc9M2vViv~sE
zScWjyRn-chHXUJQH7t69*C;kgIKSXRQprnrp=*1fx`Mhoy-mB7A~5fpd$D8!9l-=D
zQ?o3k9K%?Z+Z6l>CVfgo(rmdiFi0f)NbUl4VFesdg0z4hgEUkQ98Mm!?J
z77tkvwgy!=zmgr2mR=p_aTlh4H_*Nrc8b5Pi6F<;J^%bX)maC^RIrJYGKU`ZDR^vo!6Oo3*$<3z65t3j^li0URoss_
z$b#O#yRAe}2QfNEI0o#uiKRmkZ~&io=g2wYh(bYH%qI0s`14totcS;S$f6^}1{YHb
z&52Nvz{R~E@b+kmdNLa31}TL0>%
zF$COaU-Fo$v{@8ywX7AT5)~QPjn*8wF|)hG2HJm5ROc~spnntA|;B2bM-eM=^R6=
zaIGUZ{kP>8kdA+$x%>mcWA6_wLceYx0uBjypxK_5I>o56x@_4nmim&)N=>gtl~JmQ
zDv3Xpu9MVzi?{7lDB85@jpeTE+^doJsl~H>BwGespyy1zYv9%T@USV%QYXl|#V|wy
z99@}f=&ASW7;brE?M%kuy}S&!bb@Suzk9^7nSw@emBK*;on26~o5SXlFfvP|aD&+8t|^JkS0QxYsan
z@D2h6-CzS=q#FWo=s;3hY#Url5si%`PZnHFA0=7$v_MF~HVL3W$~dpb-d|p!KRcW=
zrf@#L8-qo95eo1bI3&A4uRdi81NWktgCoRyk*6%I93SzWGFd6X6}j#0&&d
z17nI}qVl2-%*s3CHC~l}GIA?TV
zFNNnT$SK&pc8N?p0*|v`FrX{P#IV85+JlWy6;5l&BfWG0ij$EW5VIT;lhr}EpGvg2F|d#HrC*0hKhf+BdCcw5DNFx_x{98dOa5ev(bOPLOsh
zMao&{`oBn%!L|t+6mB;p4Md=n_jvJ-JVp$k2u}r_c(wrp;#pp>yTp*$g^uNM^2=j9
zNbmr9RnSXbbB)h|yqukdD20~YZijhhmQXz}xHqtCPh00w<#^n0-O;-Ih@T=U74vWx
zIT9R}Qb1AEJ0|d;eRxXD*)4Q@$2$-ESBi4@$MTMVNV%zTP-V7TtF~FUnojx+BVx9q
z09|**{n3g;=h3E2a8BG|36q6+OhLb
zXE5VvoI_NN9*E+;(nlP?64H?cXSgH31k>!?>Af)gtSNEQu{Pc`b75Rd(4{o#g3Ahy
zUt)xOR&!%3|BumC@~*UJN&;M8@6%bFvn+%&VHd{cjK#g8?ApaGTfu@A
zl4zKi(6#qs9dh2-iqb(wd6OAvo8{z8Y*=Va=()_?@LxVkGAYc<^Wip!OT&dFKP?y7
z)ORFLyV~*Ikc>DKVL90!`v`g+2Vc7EacMhlX3BXze-4k-MP#V
zLvT%5x%o|N-e}c)_Y&_YWadN0ej?vkB*S_V=>JqoHH|*xvnKdwA|t(^Q7u;=trJuFTN))go&s
zoH=Q5*Vlc+AUEZ=k38ZCd&5)WvVxHU`dCKD`2DZzr!t9LE^#5W)RcG+?Je`bf6f13evR-&MChvFmtIq3Az1$nG
zS~4J3`KX=!
zxeU!HG|pN?Fzz>yQP#W-MVwT4LT!mgKv#;mN%FjhgDNM`VcLKTl7;G14Uaev^r|!CP|8w*KW;-A5M0hoQr;`x)YuJZ`5B<
zgXUcHPv45xEb9PAPJig*$JE$GN(3Q7DM2lox|2
z0s@$rSfpOl;o+%QL_`+8ZxFswB)B3X90Yvix;y@Zn%7K?_>Ew~p-BCbM~Id{jQHaK
zIU93JvW&1yuq~#DJ+P0!(KGCwRvezBu$`zR@g&?4xexan+x%4AkB
z+Y8a<39vQ?q6o?Lmg(u~Tz7tdC$_bk#rt&x;FA7nKWwb&j!%W%i&-A(6+E3-bLc5o
z@7fUEtG~tn+kY4hgw7TdllPwlcA;NP_zC0kOt~e>d>OI0p;Fs;AiWl=1NonU)Jx*|
zzyhH{tndk8J9q*^H`G+4H-a-my~5mu|LGUu$~CI
zJm$fxr+@m|p
zN=d0UaiK6itcYTWIAdFQega}odi=Vi-WByltoUq5035h{`7)28Im#lU0stS5k;&*v
zJ9j28O#TeX>8SqJQg7VjNwvu)b@mhYi)-1TC$Lk87P--5O7zM}h%+jsYs<$iSI*tZ
ztj}E+TO3re?N;}}-jdFM-Hcp^g?wJj?$Elb`{?wTO>c=<%8A391R0q=yPZkQpHdMq
zSrp{ZG|BdrVY|I^hz}1sdW_(48TO(pBsxHzB#u0GkWMd`Wfm?DS9zI2iw{ChcdSx#
zDMe$RSW}$~y}Uio#2DNlt{XkKEL@sQ?14+PuwYFFAfq_gremK$kmbdhE?lSyq6jo?3!O_qJkZ+dgbH
zu%UBW7)yq4cB;(_7fRvjX9pf06>P1t;uT___w=v{hzgq)=AM3Mr$ah)N2frP6Jb3Za3v5QWUrFhfOD
zG=9&Q-{bpx{Qmgf_f361@AvC<&ULQqI_Gp9yia%@Qk*MS-49Ym;*}N}QkS8w!{nFG
z)+Z_L3h8E`ujW{!i1YPs3TDJgEcZuA+4_uUv_s;#HZ-*9J$EzQ&px_qM>16^8C$q6_NnHJI^^?exY&Rew6YRY9(nj^}$D+b-^;K0+YvjeYdSQRs4$iiIv`iHyyfo<<=O5ds}|>xODycLYbCM
zzi3d&70hvb`k!_BZuP6DQKH)lEGN*F*`JcM>kAhx+Wo+BGl9l(-n`0R`}bdri_32t
zU*FEAvV2*OS}7ytjdc>YfP$7bHiAf#mKM*0snt4q!6gpSK|dybm7ke6j;JN{6;$
      IRIKAf#FE3c_}K1}=Uz{L~-8*;Fmv@~Ht{5~`14p>!xtsNR_bzeSNgPv(V
z^}L1`E$=6K_#8LaQWn@jT7J5esEJSs>-a)Ws#m^WyOxsj!p{7F7$1T>{QlUta0^1!
z504&OZl1BY7Et?N7q>BC%~={D1$_KJbSeJRgLXB1AA%7|cy_Y*cYmbPZ0&^V*4$(F
zTb(t=%3!o1!c%qV5PnB}q~6Fy@ymsgW&(mp4{OzFFGiPbnoVQ>>e|#@Tg+`^I0PEFT99lVe`m5kY9=q3LzDsC}{nY57w)Vj^
zea|G^OACGD0VVXonjT>f`3-{AY|2ggUa&Ran+i?bWfFO@^(AlKXQhVMQ@ipknjQUq^y2xzX!VSG9j0!35gO^qyx%_PKE?n@o
zy7c)BCbq)A2$`rtIE-jpoK26G_%nwYL)7`dU|mT5JEJ(RKb?-w7-}9J6q%CJ8s=BB
zeE0ZL*Gj*Ca>&-lI!*3`)jE&X!Zx3>mhU^9A56*>T&XzYPguRt<&`vr@F3=5{he?3
zW%=WI#;>(suY%+KcP(INS8+y!9+(>)vRqaE&3D>`YG1c6
z%bhrQEDA-{Yy0YRx#CqYzjCU`A2q2z&6|;{wzyReE~CFAzU_WS(`9ZB0cIkIUPkSXi(t2WB+RZZ7d?S%mbi+$K|V{q-j2*Bfs<
ztG>-+n@zWOr4W;N*6&|4fJGknzk6!ypXxe}{#0b@vjWEc0~uqlq^vr=v*YXaCLT^-
zme2W~(bk%R=T5wQUy)Qvp)#acKl-5OFgQUrWl4J8mq$ZetDL{)u4wpjbS>R3LqYUc
z#qZ6UqqCkH+)R;o%w)n%#qDpmm3$(oix`9JODNtvq8AC%^bh>l)M>kdxXm;KOh-}g
ziv_P>?efCl{Q*1&nhrOMhOmE3FV@4pn8S~J`SRt{i>r1*h;c?;H9*Va+^T;^|I@_o
z@=utBywo=`%3piMaji?1^c;PjgdIO!jLk6%F7cW#{Yy$|W|KGil)B(Az*o|B4F?`j
zGi8ggNB7%dYMShj^!k6ADpJ!3bH?j8exB)zYncQzx(=P+c(4(Id}&WmQ{
zk;z|L(nLBW`)Pcqol$VQLUI?;m0;;IXtn{TZ47OUr72Z`CXu|?U%|pzUPpUpwh)@Z
zIY*d|k+ppHxBeIs9?l#MJ3Cn5HCnI7iuy?NQ}}^MnAf`EuvWEAG>VF`(G|@<3kwg%
zsBPM|Hc5X&Ylov+q}t_b8(*oN18w|sE1?fN7a5Jt77B~_ExcrrH_o7c2syCX2H>`l
zUZ>}i^hYETOenpYOlv017`o)y+37YV%Nu?Qt{V~Yh+eO$ir5=h;V!LXOj)*0mm&Sc
z`F5lE`Y4x6T9rJVR>sOLLdhdhE!g$`#3KIr
z878D^5vk}K$l3KR%qEu#xd_R;h;GuK^dD+H|xdo%JAb14@qcPA-C;s+e0V!$$Q?9U1205
ztg-UO-*qp}fH-1=(dR6}wj&*^MkEwN#y%O*4&abph&SS-@P9q!W7TtFVj0|Y9@&2)
z<9O4T4*{B)i56(yHQ%qLF4lJZl4K>u2CKEy9-R5cekh55!?sOe)EJ1NXyJ6)gP?8-
zwpn$WDj+TQ4~mwl_(EOeHqR1UK#G{XQEW0XEr_vSCq2w3a)TKSGkpl)sp;E~ri)ju
zn2Ug?RedSx$FXV-UI=Hkh$H@b*B(Cq%crEOr(8a^1e82QZ%d|M?mWNz{aJ>Vm^AmY*5T0f@#Q5-q$;bObAj*LNb`ZRClNkk}wA
zvD`$wcgFOT&AheL?e5cuVm(4MM=Z9CRvC2NW1rV^#uK%uH(#z
zg4~fIHhnPO+L(r_k8g7)!$i{iL2+88keXI32eo4SZ6e$CJeL5HH;Gvs#hn_$7_Rvnjlx+F%Acgx;
zLAT8jVX|o2rj4RiceciDG+fLorn3mIVHW4OBDvW7u&4$V6j()YK-^wAvb{*}`lvsV
zbVWVE%htS$ww^xR4UbENFcigLr>OF$(=|*?OrjuhS*NhSx%on9k8NRA>Bv=rs=-J&
z`p2HonmDBF&+{7L
zji<(ii5QrI1FmBIioZ*~a{KgiX76)V1kiT
zDmBX_()^)A;x~>^r~sTC7KMf2kvSMIo!h$F8@yd#EV7%@`0;)M0w}1rgx&7DkaiXu1#OkKu10%R?9_zNsWUrXUms+HBSlh2uYy
zzOdzq5<(2;r*;`AtP_F&nE-+o_S#DD-~F~U`_T*cK9+1e^K4JxZ=7GlzrkoW&8?c*
zs+`AM%0Qv8Z{;_i7r3qk=f$NPM|srI9!()0Mr2WA5Q!;Y#)vDi;}!l{E2_SE+*jkz
zQFCj>-LCT2Q-9eiA{YNeyYwdhOOnYI+U3;T8f&*QtciJRTG8D0N7_Fh)Dzdgrg-=t
z0c0%^M_Pl8bNQVHwXEy3>9P9e1SvrCNB)igslDeakNwNnY&UgJ?fo1Z+Ji
zkYzG{r26Aw&5B})3hj`p(e+P$?m}5LX{(>x7DNmGlX}GR82ky(|0R5=*nps&f5y>@cNwZAf>Iss)*5qb?%TAMMKdIY$(mAwuomBU;CC{_v`siAXGGY
zzdlpGRfRu`D^k3RVyr^*jE5!-aa`Ya9ge;rw1|EU4(i#}dNMSvp@b^2_Rjtp2<#bPpD0
ztA8g!pyeUkU)YL_$ak;$E0}ijj%Xk@%aJGDI+AbZGPY?G2n0?#7PEm{8&_@`a||?)
zOZ37D+>e`W`?-m+ke`V)=4;PxTWB2Dy88&kNId{8Hmv3A+RwsUOl#tYQPnrO3-ch-
zh=b`T1n%EjF#g7QjG1C3L@Zs5lgeuLcIaiugZ9w2y3xWX5vhr%5p4Cx;rlW8H}R|4
zUN)K8aHIIJY6O{P>%(8qbX@H3{CdkSSInyLNpTFias;g@M`vWDh(4e_99naz6C>Qa
z#`JHSi=0k9SP(DnrZGf7Q}LE+vD_&R!@J**Y3gmAFLL`oCuH_Ap=J=^CVMroUaX+`
z3`_Lizq|SVFXWfHICkg_vCF@$&?Tf9|LPmr^+LZB3Pm@o8@kjSu^HUxp1<42c2C%fdpFlUIyD*8_TXGv
z$@a~g!$U#_(up-OryldNgM)*TgRs+%vJDX4Fj2RGG)P-6Dp?pgNy0@Phu6GXnrzc
zfnc_pic0TtdzY|$Te;OrL#iy^GIP;y(yu=<{<+3=)k0D`aG(Q)v1wwJN)uBij>=5h
zpOcdViTZwU##Ak>L`0s7SA>=e7D}F}U*Fyi(bCdlRMn_3?Vb1N?fvln{RzL4W0Hw-
z2D4{dMq4>^h-6EW5)(Byyif@qyXYvxKa+3VSPP=*G*ZH7)acR0ckb+E$XKdJTl(V>
zut|}MM$B(sI0{Bo6KtY7|3Lt4AgRY-EeCWqA
z3)%9As~a`zxGg-ZL?+iMuE=NI%h21~stxSy>|VWoUHt0RY09KZuHNwP>}HLihZPtT
z7x9;I4>X_aZU6Gr=)pb!Ms!@9at#Ifj}yzO4I?jK9-m8#b;M7)o?R<*dgkQjZsCgs
zDf+-N6ja3YeW2SiXr89VAA^c%CT8j~I66@7v7Pc^T8Rv}g=(
zFC{;tqlNw}YYU6LoakYAF=&<+trX5=)Q(-c*x_qc==1}cJbdBBC-nJB%%1R-*#cdA
z_Vl`OLxb5IM;QnpF$+k@k_S(wtvOGWkQp>cXX(TKJ#+=w+Ra{y+)WE<%!RAYi
zU&OUP+%mH@qEV@kp(@8P<8HwzJZ
zFqlI2`wOrr2HgqtG_PE@&KIY7B|T+^Mn=+`-oh5r!8Vndb_c`U|8!%n#w>e#MV{z>
zrX38OW%=Ud?c39Ua{7yn*R1(4Epz343sw8TmK$E5?`Oou#6(i8Y~H@z0NWSsW^?6c
zy33K|Wh>WU9%HIx4!W-BUmm8W#!yFTH05h4b0RE;jU3sDSEnQPmz_DY($4Mxe0f$@
z7Atv%NU*?V8f8@%cDdZ4fEN=OWMpJkg6cF~s@Q+<_U#ZwXRxP)>)J8Dj!Cb(Cda)N*t&J=yUNM~
z{0$z(K!rD#!oz3TE1yW}wq)tj%$F~%gK*7FU~sOWdTJ9(p#u9SAE(+-D9E?c%tbK0~K?4tDi
z+J3gndFagDyLV^h<{nnrP3?1G{+LMpB7kn({Ckfd_vT_oUZKf93tM=b
z{N?%HGy5i9Q8v19|IfYR;=abwR+m0kRl_{oqe(+NG0X~hi=;8pjnvxl{RkOa;tr%#
z!13b;Xu!C~44O{?5RiB7-fahj(%rR7E68{x6O#N-o$}$=NIbTgx6aYATN4*{zn51h
zn(6(RUnfUrAa`eSZ+ZD+%*BzY8M=0L;}(B^|JsGG{2L+?5-b#Z{PAy9)zCN?6*U4i
z%aa!1;m0UWb7-1TVYb`X*EghSXwktZN5hrc*H_or_)3YaICA80ZEZQ@=svtaa7}GP
z!<@y7WmpI?eCs0O)$GJm6=ka(9JlWGkYhh!Zb`^!`@!T*qX8(SIO4;<>Gr@`3&Pp^iGRrm@}LL(2;D^L1$Af4B4&zaJ^?D4$~$dc@*n2WcY1L9W~g
zW{sqNjQ76r>tS_|0}M5;fStuNp(q|TqhjcB?;f@92$aQ2NLm^74KmCS^I-%Zqc}Pn
znwaR(a`NJWoVIIk0t5R+`s`ig2E5C(}#SL
zDc&Np5io+ZT<&p!2}3LSR!E{_m=kmavO*GMH<+oq(gO#MF1^a^88%<`W_gu_Z`It(
z3lEpA)@$ISsW2+fe$ARlkj{$?kC{Z#&EH;4IUf_#UP;!DuhUghQurLH!Yr^YNO2re
z+*`EvDrEX{s#p$ll{xt&!J+*9{xz+)EBEx+c1qqteFnRF_SF7NOH0F|sZY1E26dtY
zGaL>;ZiEZzkRj$Ng@i$(oa{kK=G++0ojdTb%jnUg$x(fvjw2rtJP5hW5IK16+)&mX
zb!MU#;~Z?UerRs{($8hfmVk5Tj!xV0eI@87g+7Tc9=W-DOa9($w0&Hiv3AWG@g5D$
z&2s?Z?>>L-wq?r}3RZ(!ssHAW!OJPn+_OfMu6C)X3rL%X$=LJbtfHU(a@oG!TQ{P&
zLA!U)WX94raZY=uf@{M3G5yb+Jxh7nli^Hv_|)Xodw|ZzOcIov;U*)3qWDK*E!1{5
z`f~o(8jQ`{9e~jXCOL|;asdLMm;4OLcbR@u60cY)^&1&HvRkxOH_}U1cDB#8*}Q&O
z>7!6MwoI#oGZv2+MqnIBpfl*9qeb#|(Aa?L$xY!;2sX_4JLK!zr&@}^H3aEHQ%%wr
ztym%7-K#x2S|VF#Jy}x26p$2JAE|2FO`krU+|!|P{gux%)cF!CDee<+Uy(+rBs$GX
z`qtz$BlSl9sSTGxN}8AiqWdwm$B!-ccCj1wdi<$Z7FUr;VsH|jScWaW3@tV7x%fc-
z-o#qh*5;`kxGD7sST$qULa?@F}BtZOB?p_*S$f}CZbtbMz&qCmpuH3if$N#(l
z{rh`C8puuCE{WG^)|xdjnnxy9c4#)N`>5r5B0{oFo6ox$@s5
zMyDYvSOF}Z3v9?Gi-`T+w;OH`yZz#*>=a)%`Y5!z!81QCDyksi>Hb)tX>4mdoL)#H
zHb>3yXg$N!ofxaQepkLQPO9P*Z7ETJ5(eoQ2fj($tufMQm7!tRzJ29X+xzZ06iRr=F{!oO_L(f8h>v-z2u9cqZq)%){2DlW6EoQpsh!}QCqfr!SYB)M*vVpe7)TyTcC=p3Xlb6}pphe6XHEL9P(%V*ZLsQd!!+S>ejJLe_
z>_K5++q>F}EbIdcodf!TC}ZQ}C;IvM#aYFI>>|{XB7jC_IDi_BB#7wV!#n42<
zMeOI?M>lLgtq=5R*8lz;qi7`AtJfO7(qcxg?%K8M2hXR?@@<>B($EP_yH@m<&*kBN
z#51SAaM>UZ!Ffd^AlUi#I*%MVa{k)2DdWeDbJ)1iEZWM5
z@A~NUl@b+P$>*33Ux#V^{(+84wBwD0Ug~V+(i~=?!NS
zo89T>k?h*_9Ym*LAj6Zy4d7rHr7tO-?pnK-T@=#gm&l*7R&iCRtAESzFu2^G%xHoNvF@LiYuK`0!!>!7sE=
ztARsb&fntV;(3XNOkZlFRM$F%nm0G~AWFA?F7i_B)Y94LJA(%gG*E9H=Cd)~cYg)weWNY0F_BA?zP*CF1$
zpu3BMKKjkWeUV>x5I!nAAC{HL&kCq^v9Rb(KV4s&+uM7RaWg@WE7z{=5}voE8kkIW
zJb3(gUnV_uC5-!BZ;aYZ2xO#0FWyIOU7hr|{8h2qs#TiGNlu%L{u*`LccwG*m$gQSHy4deli*-CK5PyEXPkSnEG}L34xhX;@;wx&Mh1
zo!HOJFP+7+V{o^E@{^&Vm88B;rD@Z|SHjPFH#4&XMfU79Yeu#2(4k$wvyoq_tE1pyE?7l(
z7gZJIzrQD?|0+AXfRK^-uiS^)(5l`*?lg<@WA`YutBJ%08qo8i)ju+Mazm{O!bT~_AyvnO=l
zF^0jOJb7|fwAJv56QyX*@`{Zey*IM&SBCy6jvk%)>C!Ja+8ZaZ9gD5`4Jd
zT_hzX1yo`Rodja?{(}d*P~)hu0D_Tq?HP%d15LAX!-gXS33ln|dF~EgW1f_p+;91U
z_>gX0yUx({r(ZLOcX
zcgf`(ag7`ueQ4(8l$+OUgbz|5v%C6!wOqKvS;b?OupZPq5wO&(on)fG>a#U9HOHXr
z$~oh!dd65NWxW}7tR2N5!%YWKlM>%Lvj}0BQ6Em=F&rn9TD<|WJfvJ|ME|pAdon~@
zqW8Hn!2e#|h*?mDn_K>DJ0d@GC?ivKLmC?!!-Yt(^XDk|0hU2}lDxVd`=jb6^K{*{
zykT#tDy%}Lag@PQ*{5$b{v0$f%yV2^RKI@vR$f)*$@w0x
zqLMIwsMn)MkHpQIKffQ`Akkyq+!&dFwA&Klj06;DSDJc}$9J!=P)ZaC7+KVQ%dm3A
zLaE;cS}OJ`Ow=LZDvlbZprq6l>@kZL^o5re?-M}*PDsLc>u2t
zEF8Arh@W3HRRt4wts}dbfkiwT%e$|7tEZ`WqP$I|?jnAGrBh#;+ezcYH_vvnpDx*zL-T@tNq0&y}G4Fnz79RdC
zYIui*7oVL$NMz#DsWWG66ymn&=(LlczAFo+gA5kL_`oxh*Y^7P^XJY#^^Ui0-!3jL
zK2C$bEvQ)8sL!-*Ulh$d!xxtBa=FQLeDZeJn@#uuF7QpwFTO9%WvsnBbLQ*o>#N{E
zPlbf!!cHXG+;piKnUe;b1PY@G>|{OBP+Sm@-)mU0;$6z@yAMo^k&%;ofM%6MFn@Dx
zeMp|Yb?V#YP9Yhx_V>Ou44*V90AZ*S>`L{xi??nSs0f_d3=JgPFkyKr2-ul~YHDKA
zH<6?_huQn(?-$Eb`komuU;x#XCe+>o7Et`eNbp#5(x}6!^28sn9m`=$2CHw#qa^U1
zag!^xG}%E1T8S+^PA0ZS&&X$zJtdO(mHe7YlpWKdQPJsm_>jjsvbXX_B<(UDbWRFjE;p2yJ4DV5$=yo8;@)
z2b4}^d%Z2}zG3jWahj7SABSU!2@W2x=!#7~fyAduk`E7N&iSYb!cg65wostl=9M7Gtl@fAZ)9P%fIK{+Pw3L6coQ5(OSu<4_NjAg;GpR
zOt8|#9~3X8W<)`80IJ3wtA;OI|0d-4@k}OWJ%0K$NZ?jprgi-C>91bC^x3e2m1qnY
z%4dkArZ89&ilx9JP!VDJ6uB`94tv_xPj}c?X*n=Z3|7$7)m0l{Q1jm+NA>%R}^llly)`9!2OosgY<;#8UEce6r_ieW()saSh
zY!!KqWaH@siJJ_=B(AD59$?NG5JViB`}ci02LtR@
zg1P|Yoc3p~=Ihpt@o0KKu$QdbA>j%lR{yH6_ZeGAh#-n+ZU-j
zx9~4HiQSi3usdm&t83TH+ctAwo}5@P*XY+VAD;-wtGr>O8@>UM%QQP$gE`?jJ#B$l
z2Vs5@iTrZbC{TO>Sk^)qXl{C=ITQ)n&!Vbi_`%i9{r!%`>-9Q2_VQI<#e8J|Is?)WmPQ40*5c`IeFuTe?OnrZubkN>%FnUxF?9LG%pW#ja)v$t12@3FB2G8DE<>
z&Tv3}>e;hHkje_FnrnrfA#?LDE#r$93u?FLeS1zzJ#cn~g;T22xPb!({GiIDVhtxP
z^K8jk{OEi@IT=>8qi=O~F6UM>a(5F*^c)!mvGgwt(EDArC--2zEx2CLI&g%6vm^EZ
zWusA8@)VTpnBl=6W@TE%bX;ZOibm*t=kkKTaeq+sPE?I;87wWW!@&4HdK=$=Og}gK
zx}?0ueaXeEmGma{`)ClzQjY1*|66dFFi~-CM>#R}%=F#rLd_);z^-`nqfO1t#nF9z
zZT%cFJv!R_C{yBzqmxr1&e#A&4Q97HuWK8Acpg_8O8NQ4MRVN>Fa{#`3A%!Hl>P#a
ziC1B3Gj`KT#>u}&>%T+Eo!|Ma(VN&&1Lv9)&aOP2>>2m
zlb8@^p~MdaO=Mw(^Z5(cXbO!WD=X^)2Uc+_wJv_)Wm%(#+gBv5>Dj-#m&zD{co+ql
zoSbY=g!uR{G#7e2aYcqZJlh(OZjbKWHQBE~4dlFPqS)IVO=6?;R~q$|5U}v#Lcc)8
zCnY5z(Q)XSB>uWs0E{Ilne_8+KYpB5Ka@)iYuC!7l?
ziiF+|`0Lapt(l@t}6O>H<|pwyeNXJL)@}?h~caQCzD1TjsPrLMI?_mp?0EM*6}yD=+3Vm%OunOZ7W^_P71hvSX1u#L;%+t{vg4fE2HT8i<#|X8*TFAkbmHLS-GKx1*iih$99+QU?tgVg~DN8x&N>J_$>1
zui$gu$^5afN!xXT`&CZl@OqQB-n2FT(}VyXi^gA>mW$YfwwsRzw9QXU`OT7Z_{71|nNzU6T@HjBjuKtYDu6Gw`&e
zU)9a&($QopayE{5djaH}o~=zGF=HgSuSO2KN~JfUC#F%p4ff~0bM+j4-&
z54myG=i$$vP#4y(HcAwXxX`?fqXSth_vVIEm`afcE)#yRY>P>tz+W85#a;Nop@E9s
zqCOq`UB}sT+_-W4^Wn5vMZ(we1;(ayzOmt@E*iGFW05DhC2|9~D`cGYJ&(`+a
z{7>FBp4e6nT7&@gY!C|{Jk-1kYMmn=>|NmP(a*lav)AT>moIvUV4;`~negP*t0ktr
zM|#-?%nn@(q&Mto^n>c8{^w6If&zSTVYSmi`eqz@%iNF9kvBe~TymN7z<)1R*-X>f
zXhc<|s`DJh$QovF~xB>Y)Ss3tk_!c6jHt&=0j_kB4DcYy`YpumxR
zw%&KCzbf;ev98hRAp0jWE<1Ltg*fL~-^bX#nHzd(UTm+CMn%J{+HkOVuC;g0^Y$*$
zYemGFiUcJ)Xiy#T0(q;7aTlICnk4UkznQ{_BIT)y
zQbAdwQ`roZ4P>Bmmn@??qlad4Zh|#Sef#RQX$;#Po4;oZiYAF3XGNgfwMMrUWvdB!
z+!&;WaZH`cggo-ye!QSl$Bqf0G8+P;)DW#KECNNCLjWbxm4@mSJdYlMt9I&@u%K_(
z?%jubLcaMSb()p8DBQ57*8cYO>kAf1`c=nArQA5>Ry3V;zgL#0orcJ%CotfF-(^j
zz-0|g>D;lSgUmLzYnh`B*lGq9l%?$sVLeGRlD5%+U)3U`L`P@yr2^fe^$@Ofk+^$G
zjT?jmuzy6H3&ZBa6^AUmZnS$ETIq$Ts7%PUV8cZgeT*kBy5G&xeoUvS8;*_Zz5qf@
zRaiJIagrPq#uqT0D;ppJFd`ANUMjlR1zDeSt}M`$&ga;Eq*2Fp>+Vwuthbq{Hz-fFPlKwPB0dWpULGW^
zEs8VR=Z(Nq14h@lzjlI5JV|9jn@bM~!67bBck|(+;SA^zS+GNA)CAZpPw<7|AN};(ZDk_G9){&nC7em>^F`v>^r>skB=-wxgt>CvD-YCpX$7@Uc
zu+evhL%hcsUAcO-7eTRmwv)62lY~J95`E*`H&{TUv~Jg8zz4xfiL+e;|rhOXP3YuV_Z9-v{VE0gGvX9D?DcSs#NwoGcN>xzBeBrxz
zn>XXD5xQg0GsOr*ZD48?z{9D<;O4igbmdYf`40Ogmg#+OtIF@I?a?YHN;~`L?BOBT
z5)$^pJJ2oRh4Ki+-cx1r!M^N;Q1**eK8VWla3DXRjIg3o*@oE}6DWQ3D
z!}nzpk1w=U@0rtw2Pp$N!T0C{*=ZQ)DO7$YMr4xZI8ss)jri2xm6x~UVN1*+tC^ab
zs!%7K(camIs>@T+X!DjWdf;fbY_v-aJPb!yPDh9V-$Gkk8`^j;%Fu`j6MFG~k>9w2
zwH4VtEDLu;R|JP$w2D(?3Ds^25Q^W@^
z^=~_7Yf}KNuTN$B_`Ffy`Ii<;^YuJYJmK2*m3g!cfvjcNR!^!vw5B!ZqoePV(2|WP
zd+V?#_ZYGfC(5*G(}YODx!1ieCnxvr`*$J2OSn$iK15DVoM7HIxu(XO?8k85eFS{I
zo(_sOC@IooMGcy1doWoK4rw;rTW1M}XaDtQ4rmWAUCULfgP`nFZr_dqaSH~X$QEN6
z!XJ&`{mZTY>&~M0`k+X$K5omb86rZQ@;Sd^g4F#9Gq`ENxTMx
zU;@DYw6vC`?+w0Rtf*|-SRKSxvq88ZvM8j8`R!nf9oDZGe>D2P!|>`%cM*nwh+IS6
zxpSpJC6Ecv7tcKI85%nH!NZ5n=&@ExFw`%p;Ep@Uv-Mn15`MilrMW7FE$iw6Jm
z0{HlJXd!G$%;?+5WP3Ir=d0?`m8;t{seu
z&YvC+=YZ%&Tit#5uqTy9US8f_5$@_2;UOc^5fBYhmj){04H$@P8P{J8pKCt
zzKOFVZZ=Q7|KJa-tUvriJQ_?PwY1WO^ZbMd>|SQ3^q@gLJgLK`v*HK$ro_@8oPOEE
z`1Xs&i?beuvvXeQPiNOH2SU!CZOQqCw@Y|la3MQ2FO+i$#fWg1FdnEF!LPZOunG$i
zR&Vjp0q&h8uI_!1mp2Q;(_?vJ2E=^Iu3ux=s?#o2HtC1K2U0{uDLg6-S3`s|h8hIj
zxJ%tx3e=7k_Nk((pvyv6sb6;ySeVeu@DvS9h6%LhXsByY2@DgGl2{d$e75-^RIbw$
z_vV-WirpYN#jyNZM%Hki4?o0AHx|A480kpZrY=x<-e=qo-4C*WO$pyuuyNw0LZ9Sf
z9NoutsC;+#z)5&^p+(`gIYu`8An+4hTI2v|5GXWA(iWzxTcjGUR7S$RdpexCM-Y15X-9TOcG8sx(d6ajOjx3TCl^@(&Oc@-hKMCC)nWHIeehc%^Kgroj%`iI
zr>@ACxz&I^>&?;GBvNbBh6)HHinR43f{oCE-jBEKhGzy4flk+;I0$>b~H
z6`J*=-PmyDFqcsLzLkt*PTBMK`r~P;fV6|8=@Bz#@JZ`uLG81E(HE{TU}y6An+EDL
z5G{r&D|h4g$nHLd4)5%`-0ht6)~)*3(*0+m;cL6r&ieF1>ZM)Ety>DX`t1K6FX+te
zq0ko(fa3sb*+rrzcqB#B)k6Q_WlMQ3-Lgg<+f!)iy6A3pOm70Rs$-
z0vj0%e>fqPP*VK%?OCwJ6W2|s>mw8tKD~cGQn#5cd2HoeMJZ)Py7lxy47o~&TjW=S
zHi*WO%S&;jo2I+g?MH~hfL^hDYPHy8dlNr6;Se+x)Q@QCR
z!o4v3S(%s|<`VQH9upkkWzhneiSq!^`r
zIlyg743VJ_*P@SqHZd{*Z-(Hu@g9AyshJD4c-`Si#o0melpgs=xrY-fZ+P9HLiB{r
zFGr1hLEPqf5k+_HWYuQni<#ZxkDcAoa(Us!sXM;goIZK77G@oUJ7v1Iw!?-E4_Icb
z^Jwk>FTY+gDtm$4mE?_6{{DBkxI#7wRICHzNB*Syh_@W2u1+crmUVMSP>sbw@@~uDxgRgwc(_}>Z^ODlt*4bHuRH;G
znVP;Ei@TbJ2G*wYSFTKeQly;7+C#>T4G56__~29~@T(S1NBEeqjCYJH2QO2g51Sb@
zIuXX1GcNeDXT#jx2UeNAWN=YgUcC!G9?Y5N2yo(#;62&N1Oq|I6&KGtaAE1F;2CT*
zy-@h~)w^G1Z4Zvfc|4o{+sn(VzP5HHU0m4;mdh)fD*RM^l~TjF`};CjW8{_j7K
zXfYo|L(&2L9xz3}>nb5;FRV-x6W{s5FY$FeqBR6QRd!?T6|d5=Q{ht)Lxm=$XhgTm
zO3G}g(MB3ux4`^C36_?Yiqke(RrMqTO~_`xT$_9T9-tyw85x$DzI=1lt_v25N1{Ky
zv~;M6@2`P(>Wbsu2!G0&5slK;*oy%fhfi4q`3b>;6=LtMBo~
z3aVo}9zM2(6xu`xKGaU96sLS)jKJiD|IIgYT^h8;#rnpkAwB8f$vvb!6>7>4R+#T`
zX~D$-prOy@<-;Y%{@6pRs6dS@UDwZbMNA}-cm126bB$Ne9kBW%0HWW}$v>uvZb=<2
z53V^N$hY68?4(e9doFZUUZPkOp2CWXdkE_eXHwIp+BUZT*4DW-BlIXv2*hk2e(mMZ
zqqx0%emjw=`PD)vw{&L|4=#l0CGYYJAv!g|2%5Cb_+?vTL+1W0W*e8zy1z^>0DZ04
zpy}&TOlB3-B8uER-ZNi?sU{Om-sZ|Dbur(xX#z${LogvspbE?D?VYtDY6x*0XSMrO
zpa)5;_YCogni&V`gK}WcREG`Q3%dSDLp*rje0i#?rOZ`obkiO^4r?5dgkp$=K+Ow3
zas2oQ)n4}-?sxX@-ha&F+}t@MUI#C^`~k@8`uF!nzx0VlAF;xzYH6Jo%4$~a>cNj1
z?1*haibk%z^6V;!rzAiuBO{Fx!R8>AYbx^tW_KCEuUHEemA$W!4}d2y57=_tZFRCH
zV`up65CKN%3O_t>`O+6SylVySMfMY{5ZZ!F!eRN9{pWDacxiJnY}~qiJ0sw#-?;mC
zM4H3%93u2L6BAm}N@p&dVEjkig;LP4+^7rB)(LRMfxy}T=#f3Q8B<0CO*G=p0|+7p
z!-9S)FTaZecAer@N{09BbKv3xnAlr6;*sDVKJ
zh#HKVF+#*c3`uI*LM+Y&0y#cdpKTdvn=08h)mUp>VElCQHup}zt!#u~k$e;nt9Bwu
z!@*xi)1z|?c51NKSJqD+z@7Zmu)BUB*xeqrx3aQwCsjYV(FMnT#o5Fwvd|lxu$^r8
zwJdAc)5AJwr58pZn&`8TiBsdYE-le-PpgN30S`wb&MEsGwMKQE}?H
z<4;tZ<1N?R8I$SJNj`BOTF}eE-p7R{89p7Ost|k#5yCnm3_7qM5AySEDV~KGHXvLT
zGlUTsa;WC!y^P`f0Mro36nG6F5k?6tW#lXw(t0Dr(ed-%?dJTBVNIlDev#P(F&+Ws
zX7T)iZ822m!V7>pBF@iFDrTwDccVs*tfO7bCSheep&?L66zAm~;*=_^f7_;YA}uLt
zOPtlqzfDbP8Yj}^zRx@TXD-Ga-ZBta@v!=M=w{*Uj*pLDtU_yr=wzg9Q7jwUo~?dA
za(>+y)UVCd=|)@s)=y@+U{C}zy&*%+?%1SN<<$ZYE6nQHpSoA-5q`K@_c?qai+9{C
zB|WYp2MT&ynAyvSE5uuj5
z_|iuX3o@C`3fBjo%bjmYXK(IfyGCDsVnjDV4MPp56~J9MpnPfn!h))aa~;9BsGz{aRilheDOAhw
z&cmD5wYoC71Hmk^{AKe5j38b_8rjcp%Dm>zX!0b!l=xp$O?av`5l23w%hyms;^s4^
zxZsOoaQ$bry1he)q>W5FJJbZjX(Kl*J2!W-ii$r_VO48D?r+hnyK?0ne1bmq0e9qp$
z_!TpykG6&l!+ys5`v_>(q;*=V`?PU-`L3ah-a}V_(T$NGiM?RyEexzAK~Dw3=o^YQ
z3ZwKdZE*GUuUK75BCKaa+Hb+4oP70a1jtfKPV)}@;uC5P*xY_K!P}mZy{4!JWH@aK
zto{oVf>@M&
z4b`Qp&3i0@y%Honx>s#5-aBgF=i3S35;t~I3+pIV1`BhRG7Mg*3=+PH9dJDKh!_vc!285&CLxutrx*nQ%g%>
z^yn^JG)?Dqd<#
zN#V&PypdbCZJWI(z4g!f7q4I2fhGje&&gu0b4S78K~PVZ8#2V!-o7JcoKO@PztB-a
z*t6s2M-p~5cYK#SH)But6ULnYOZ)+wG593+<^rJX1X+*a
zKayTR(SD5@G-mz<3D(R;>>y0Nc=hUDPL6^9_kwR%tm05m_EBPYkYEAfUJzph@!-&*
zL$h35REef4ltyeeFzUVJ^{ZE_FuEXDb*ddx8J-&KI(T_uD}dt=kiaIxeF!s=T;tte
zGUh=3ad(fowPi+{5~-7%QcY@l4$(R8yb{m(jS6cS-A)lnstWOjt!L6z0_
z`-$s{1LGjbo-XIjfV4B3&g~(06ka~OJ*;3qhCB)JW@SqRKLrmfDXZ2MkBn|vYEL8(
zr%NMpd5Dx@qViq43<9C08=39%q5^41)7O!{k7%z$a)PR^ReU2B?(u2Qs
z!GYe(yxrO-;2D6u>#=J4RGXDJL~tb8L2U}OUYg+%#!Ch0JkgvKH1~_5Q3b#-YjUrl
z+J@W-NHPWq+>~$rR-@}Y*H3Er!7>WkwGU3-#n4fU_$iV#2>qDc)O#q@DpRLgYlkQ@
zLlk5buW_#7&$MUjrX(dL(Qe_i#M)Z;rr`Zx(QE<0FfqfvPiHRA;Ml_)?`Vv3_%4QB
zVM@tyBD_=YGlE4T_Imo$_3aJ)_pb$RQEVKLBoeeW?A$oBX-puYiWJ>@IIz~>#Di0r
zyy;c)XZhW`n!;Q=^&F(?$*fE1hzMLxSmCHtSJT^#1~e6$*Q*yV9_Q!#2(N(lZ2JI{
zRI*6<0AkyQSINp9+PBZr4F0>5M<$3Hn*Q{g$c?H>N{0voYY{PNOq!jt)^TbUO$9U)
zdz5=E#+M?Tg=J-7!WjQ-vTu~y8>hDUc|J<^PJ^u5=(qKvw(L7RIr!q_tAy>_%7(tAp>{KIPYm
ztV+LMqJP3n30hM`e;+_Pe^KSsY12Z5KM0-kdvhlr{zi
zz^AsZ*u8e>zy&wk>IzTovpuPEeV_9S?;-YGES+@>XTSM&+Iq>TH$l~#ZW{bfQY%&+
zpEkjIU8LjthhIx4yw^1jxNx&aO8BA33wt-{-dDZj=Haoqu=2>Tz+lH2H6<5k$`;C<
z+wy4g$J^S44L_+LH(gZwt!eh8`d2*-8pSlXow|OeaVh&S!fBSjo~b@%$_WNUXN@&>FUM$uMRi!OfovW|8(Sw}V5`+0f8B42O$L^iRf70}I_7jxWZLM#+|
zRGp}V=tu)5Tz*zE=jjDAHlmj9{xb8r!JQ>;bIcj|*-5f6p|ZdfG@3?b^xDDrLoK-}CxU~E_>8C24D|FmFbeP-9|7s+>d%l9CoD1P
z%fB4REX`MpfGY;JSUk&HJvBt7DjpGIjoZM}hv&tWXe?D@-1L$Z=Sx{ehNTbG&&NEFo54{zBWBcGy5ztu
z#J1-^=GE6vhWQOFc;62L9mKa7SNNDf`-u|mYcy@(53`o}Y??Ncz*zP9vk`~s;n5or
z5&O33j-4NEBL~bcP$`F
zG1buuvf60Oi6TP7iwyd!&+w+JT@>6Ku)QgEZEv#Or~Mxy>=fC*d;_E2o@>tf-e%IU
z9-8E8E$#7ji=O`XXT0`0o!qlN&r#@3SGi1mcy4+qKc%l@>v+Mcu(?{7P&VJj=1s*<
z^`}i0&FWyid?vqqUgGm8?PTwnkfPFW&&e}kNRghHn5l+Om5ebdc~?-;
z=7B%Izpbxtp;L&{7fTxMV;LncToQrC(U)`%ep=hVUq64-QBjPWP*@k_(!1k6(!9=~
zL4&r|zSE(hv!B<&gU5$;6+_OFUv+7`tWeURt9|{_r6atJ3%72a9-Y0^2GdZ}Pq3{7oNk5n6j?Gc0!}TfM+v0pNJG_X$`}etxWfZ>4#$G&Ys=L%iBAU4IKF1Z}M
zP0ZssPd`eO`VEE1qxZnS${HFWxLH0U>oF)!K48h^7!Z7t9i6=npo}WKv!pXMz>vZ^
z(_1pK!E?+uAHR|4G&J+=oVg0e>>k@1+7%Wq{GS(q769umCUw*6!fW-P)d>1XiE5FC
zciZ|V(Y8G1gzDSglLie>A1scC!mXA~EJTc4DHOmetsjbEivP(jdwt$4a9R{qJB7Io8{qo
zZe3U!T@08rqcL88>+4>a;tw!7`(dAs6(5<`MboAZ-*l~=*rpmc-xxx}E^LaLTEe4P
zn4&ddVlkRxNI^bS1ot40+bAX=e_=1w_!a4?FU`Gn{H#g&*0{&@@zDo(2S%SVHQ;zh
zgE)(+Qys8SLLeAm&tB6livNE6?Af!Hu`?nK+W4H_mo8t9OH2%8K
      x4~^orx!lAJ
za^?c3t>4h0o6heXx$w}NLGpx{fMHz$irUOp6B~8-Ke43r3Ht&y*i=2}wa+%j>JZsS
z;CT!*R0L+}6XlY(RWCHg<9>Li!uV|2=IMDmt;)NNGe3;8x0rbGCp3ND(xoQ+FRgC-
zS3aE(d`N`mVbox>2~cDz1{gXpljSM;;V21+D>IBQYT%Gj-W5bhb{WkuHZvOu`0p+$
zX+N>KvC-8^sow+TE0-?Wubw$#&QV34C+Cn^tc!ls)()fiTew7N`9#a8%=)F07tLd%
z5Ogf42GW=er-r|3VXp?2?JMgR{?4hjiqD<-sdv~4G5}+?0{#3RPM_AhbfdYp(f%(U
z10Ykw(Z3d|pAHDn0nsuCZg`aawZ`S+IYs2Qm}j@gHvQb~;$YU)|6}>^?(8n{n1&)%tjL
z92F8q47+Y!>*P@1M$p+9{1^+*C?ruH^i!OUVllV_2=n~>G0N)d&ke8W#uh)xX#F*D
zSEZkZ1N`8nxC6t-k2m0&TDiNob{K!&*?mQp?*WE#2xcvGG|D)iVDXL5JTrgZGq=px
z&@i0z7)bfnZT~Fjj|efG(@tGY&4MwQ-$X|2>u(eq{ls&BSyyVkqVs)jqPi@EN
zeRcQjX_ohAv<#xid1a-`DANy{^|q(*$Q*
zhRZ5t*bI#$ealh%)>JN=GSihXKuvsSc}}OSj9iZ|tnWv-Iy;xajab4-$@5?wA`KQw
znC&eI*FaK}XVqbfJqeG0GFB(C>d?lI>qZ1sDaJ!a*fB;i_|k_z)3I1rBy&^9_|D8W
zE_@jqo$kC=yO{C%R3s_)0{(txW3ze9ku#Z@lF(SNCn;g(k7G@KyM8F=%;f}EyZT|A
z>yqDoIZVwHuMg+K4}2S=B-{7Ouav8
z|9wVA8VK4>!VbROes~n|iRQ^!t)0LfW)m%=UpYK~ZM$?wObJo{;B%q=}qjsDtK_dxzupBw_XNaQ?uw3NTA9&c@Gt0>mUNRuVgPFh1_g4i<*F9zn`@FZR3vvb$YVNzo*H%S8b_FymD9AsA`mCwR=X_?7_onHB*xgI
zUq5{j1&}9D`R>gdE#eH$KZ#lefm!HpjFV}?i@SgWWR^o0A1CA*CUK{In`60UoEjn$O32f+y?il!
zg=GSt(h82GJLGiiZueos%$Qp|S@>PZ>GN~@ajwBHYsS;zy#mz{i$9*8?nKD|OYfmK
zxm?uLV@`ZS@UOD6viv_Dh*kobx>M?H(PrX%HoboBOlixW2^HBN+&v$Lv8UwT(hXN}
z_Z4~TOd;=NB8c;6c8@W&m#wYtK-yg&Vz2PE0
znvuD=E{GB|AoO!EEu>p0qQ)x7Qq#&$oQv&wDuYES~H^{v-
z6d|eOs*K2zwxIq&JrPUG>TgLiWVh2#T>%dSCqWtQMu@TTKPq86l9J+hWUF8N+L5aH
zJv*?3*d7uZI_`9NYHqFtkc4P4(7iXL9@3yMS48*O$iiYPmY9m@1z%Ixj-++B%gU6C
z-rHC#UR0l}_yp@HL2mj4~>Z}x)HS*pX+r4k&Q+lcpceGk=sB}yMX(|unbkVonV8c$;r6RdJ-D3e#EGYcmz$>z
zqyg2}v(J(8XDQ{+4r=Nf4lcb_9n_FaqHJVL$HIVWe$h12OrOBOZ4~&cpFc2`)&YI)
zv*v^L>rs+#pI`$b>Kq(wCs$KdrBE8e>Qyd${cebbK041?C?xF_Kdi;Y?Mr
z)&bUX#KlcJ;ikTLa-x0RNS*Mqn!k!M3$RyJa&os(qesIZrq^I;-qsL**5qpiA
zlomeo#DZH_01ZL8A;qf&h1t!>>wL4{@irckcy*BpA-6^R+YFjA3Ypr<`{rgfMM$S4
zQZOajTf}K|L*kx9jg4OV`Ro0G$$6UH5&A@QpD6;r4HtOyya
z>FD!?;f1io+jsI9_!0+%6Ytxv-@|c(q6(L6?v-h&w!u(i=Dc}vLM6w!LVGP{L}9w8
zXAFs-Dq2Pi$eJu!!L6cuMn`uOi~`60d!3MYG)m2q0SQtKN5{Qx$dk{NH3uE_gUjnVPplqim
zMssH=fLGG}0xyfCHMscvTnZ)YK7HCtmGWhxPPhuYv8`QRs=KuGcsp%vVIjZ|-{{xn
zM!V`6x+8K|KUG%-4jt-B#*5@}FP2Y?!`<(GIWl4!GZ8nE$96*lyDQFx`cc2?ZOitb
zp2)}m9E{`(hihlJ>RA`HHLOih6;_Y35NzBwp*vK2u%hRW8Fe(|fQ5Ptd^HID`%R#n
zwInz7m6yk|mQ7lH;$=~$gF?oSjo@XIEBx(@#=KWuI?X6V6T7ZDFzBc#glZ-3eitdB&fJ9kXDQT`8+v3m6NJ&*{ZpwPD2dg6$O
z_o{fRWj`js&Yf2h5M!h07#fz4QEg*?H8xVkw(2XibpHhoQ*&?5SL11rPoFt69QfRd
zheJW=$gC8@WLr>0NF2M-5+Os(YCIQfOn*{YeyDW8AdXUF@dg9+cbA6+P6!HW(paBd
z*!<-y*YeL+HcTOwy@4F7YZhza$iYd$NRjVXvS;`1+h8lALEuscrOU?AXz}}|YC3SP
z7|CJMpgVM^uz0W6aK&daWVPeByIe;p$Tb#S@bMH#fPm)|_i@E0pn_7~hmL=Dr{@U@
zX=YPr@O(Vi4$jJMh09|DO5*Nyy8PKw@V8I8b(=>1vcT8Z5#&J1Q+`O8-w!2^4fA%7
zF4;~)D1nC1-7FKn$g8?i;6EC#EL9)~^(55W)_>*gJ$c2YH=TO#o&>bw@0S8ssu$&2
zdmSC{-mj06f!vQDKARv}8%Jd~x-OJIao@=wQ7Mal7
z%<)V8J1e~;|KQn{F=l_d#r%2ZuA=dSiAMZ3|NO>+&v37%_hVBr*o5v_AMYo`TfOLf>X`8m16S0=3qh}#5=
z{GP@s9AX2pCkOv;lA~#u8Ztf!Yd}{)K36Q!+1a^@vSK_aftS|ZrRRfIt}KA7vxP5^
zhd_D=%SiA$5{My(6rg&v@?sa_O$l5rrmBUDo;YUxf!28hMENyLQ`lRqAjd*TEQ*3a
z$yqzULZ76a(SP~#Cr_RzfsKhxZ{NBw1j;DQ!#WV&VgRk}D4KGXR?KsNrn|Vg?Yezk
zyLH9+!lsYGfvN84BA`rdsD9y6=))7UdhOb?XHZg)m!2Xad-$;GrkZsDAoE&U{r)u5
zkd4YGuLyeI%#^XTwAwAUxA@M{=3`(+Mn?6MCq;jh
z0;?0IRg|T^09@>S`6vT+DEJr?5*t~Pz7Q}@gz+>x)&~u9Y~9%
z@*$wTYtcuo#T1%i&(B?-$jd7%xqe+nc<5uO2R(`+0P+2cxfz&m@kHL`zvY>;H7Fml
zZ#-lsl7iZ{kBx0X$Qg+Su7kgB6^`cMu1_@v_PIRh_rSS{iQl0bSaGk{U^_eCA0n=<
zY@@am9X`6&`$nxBl%Rb)BSV}A>!-F6Ich;P9jR%VD!6`bIX+Wl!TB|*yy_c`G7v1u
z9c;H6S}=+VzH|$^bba?2m553gw^9YeCgaCq8FM^xB)rI^<|2Lh8D3toknJ=5L4CsE
z82jS}87#emLzhl1B0(BdBQA9v*Z;bwMsJMa@Wip559NQ*SZAi~+;_lo>MBwhM`v{T
zR5N-Xakh3`vu21KFN_T?hovDM;GITJJyu8|_}~J+Fc^`bMc!BUuEyicaC6%n9v<#K
z?+3R&TVV6ztM1q=8RV0%Jg>amjacJSX*^`r(V4wphps<6(KxG1*?-;<{uET`n<^UA
zuHe@!rJy-@;deOtmv10lss*929ID
zt0T4x18Ty5Piop(d%wqr>m)=jANRZUxs*OFd-ck$iFn1AsVHTrRbA3=;v=o?#S|GC&44Mjsq~qywC&pY!0Z22@
zYip+f_o)E^E;i{LeRF|x#=ZMh{$phrSCLTMpN8}vI?`}Jve8eZyEw0pW$gk)ItP%o&G7C*@;mwRlGN7=e
zF4xi3^?lsE=;D%qfGCjRAz}RslLkl53mX=1=vS6S($p!!fZVv#YO}3}D*M$NCCzf0
z`&ZcP^m`%CGIA`Nt`F;C5cMk4NK=izH7-(Wwnyi!b=2kHp*5Oy9q`36<2Ox5XD%_F
zml~#0rNFu^00E#o}idpkk8Q;Rv7cT6nD%R{2
z^h59MzB$XG4`gek5Bazm-Vr78!RKYR)_H6aoU*O+59jW-y$)$^sSUFHDn$L++NxV$
zSP}BH$}WUw0d%{$xtYbKk{XF12?ZU3+Ioj?UzAK8FS7r(nnhgP{L=w3eO^9kc=AL`
zAwzdQTkz;6zWGLOe8t3Nx2`n5XmWqs#n^H+j?bX(oe$vQzA@`V&$ik2-(IogbG@Ec
z@6{hP#)4sRgkuP%NT+tTh>INJe4SjLMQIw=1+W02;S$x1$+BCkVL@m24~6%`cx;`No{*gC))MFHGY;*xZ<9P8zPj6u9eK;I#O$qsFaw0IVQJv8hV^^@~TH
zMK&99uA(yEPR>MmrZXXJ<{}5s4W@Zz7?|>y?W3)WG**HLy@e@mM6@T3fWCyB6Ua#cj9H^Z5rPs~j@nabcaV6O@O=_p~3ry}@r@8j6JX(#4OKugJ
zA5^bOn19kC;ENoiaJUeSiR2-QgeBBFrUkta2$-}12!Y|9;MB3
zcdsGclT02M|KXqQ>#BQLd{a0mf23FI%0qe~Wmj07Yc)Kt40W5)b=JOw825LT8A
z-Z;O{Zf0IJaP5;5*E888uo2zwf&46iXi-j)YJ$a$L#X52J^xL+GwV+irEm3lilDxp
zXEedmr|g^^87x7NOnthy_l@;t26ehyT+hCXNl|->K7)Ktaw`!vr^IEOxWR{ajqw1P
zwPV|w4Ow`6!}+Ji5|vmP0fDM+=pd^j^(iFv)NcS7K|qZ%SPsFY?~WnR4SA+jq|^nZ
zPlxXrsbWF#R%Ig%<|utOd_Gb>wPSU;na%@mv=
zZLmP^k2dd5_1UIlI82^n;kp*o-5yz7GJ>05ccy4Eg+B0xl-E7>ld~g
z=?NvvX5uFmw5m9X_GBj-Iad%Vp@*Y|9>#((71;dUr>Kv{QOogx@E7(a2ME`ZGTefy$GD=c>J-9Qb$_EPqT522|?*`H+$#u-OpQp+e1j9?p(
zuy$!PW9UCrZRtF}%8tmV37qz>G->FW
z@POKkx(ng}A&{MUJcZwbzacHT3QRp6
z=x@t7l-onEQB1B|2P`5Z@C2CU<-72uI6JuT5kTD*#7!AQ1&C*?UIW>K9{Lp{&)YXn
zc8iG)E+KO*LsqI&JD4{j>WWm;zCjDy;|C93?T^%kLU%&QW!%f{1T@r;_FSPMXB!x0*%l8KJlGe{Za^8(0TVL!b_D
zCYR7-P*N$6HhcGPr$}xhtvW$$aKd>kbfqddIjdWl*+?;EN|>&T#(-~VOql5G=vMZ0
zH3>x7VtYXqga(z@!}fa!2u7x+cb`AF8f;&#m3bcKs2{!ZcW>sAs+30omZ@Ctslc!+
z*Q|*+?JbA-_nF4`g7pRZSG=+9udjs9NNo;Si3)HL%q6*4ypcfP>=iFfgo@#G}zJN4J;93}U?5Kr#@ly=Qtfmx~d3$;Owq)Bsch8S|CicM<
z$tEENA0Mzq5b}-4VC~wqOZM+5fkR*Eaw@c(eEs|i?86!>x~AP;Ecd=AZ_uvcOHRcG
zuS(k_>D$1n{oC3(*jovin!HHpocMfn9L|l`I1}=+rjvd&=uq2$JuNZCwLjNhd|CD1
zGdrY5C#mZBb3I2R!S>;`SJOEp^D1ITXe2w-)s%fdXL$FIA`x-6-gN9(-Mm}Nj(aXV
z9{UrIINoH`rZ-BEM#0|?TJFHI6HPT>6=ba4czAl5Kq|MHflJmFFH7qstd
z_|Z_3A9MBSOZVTVT%NT2OF8TRyzzIjK!#)3Fg-TROs>AHdE>P=k)1D_`@d57XX5y&
K&Zoxtg#Qm8*jgq4

literal 51944
zcmeFa2UM2XnkGuArDcLLpaKFVf=X79Bm$PANKllVQ4o-vLCFRLk)Wucf}kXkoO3Ek
zN{}2SC`e9%nQyH7xuUJ`#x!Z{qV|ViJjYMw^2|~
z?3BDHE=NJJDT#t&gUWB4@e`|lMq2#OChN133culx({DFC@$an`7gen(D5$QJ|9*)U
zduK>N@dt&Z_@4^5f=4@VYbZ9Yu1(GfRee0B!{!zJ)#Tgbe$U7KSByRz3Z9v3|9&pj
z>{aL9E9{qe`4aUzH^^9D%zdJF_0>kfXZ=?K&P53-yxRCC%B^^H<=aFsce(YIBXnFtd8cl99l?gZa-3de8(@i7W}zfq0#=2zfvfl+pzr~KlRzP@9)0_({APX
z`)`7LyH)=Fn}rcGZj=1^+IaEW-`_5J|DW`
za^y&b3BU1JdpdugeyVC+U0vkfrm>0Tg`Y91sZpnFhZWl2cGP*%cDo8(zkWSNDPGOc
z$E4TAiLtGXOpL41!
zgYlavM=ezfqD7)i6bhN-1VPlx6j1;hlVC@-E-s^8=KUnAb!p<
zi{J}iGEAE?Ox1IzaIu|>*QDxZT(}bKI$E?{o%6qSoYd0NqCI63UFJ(4%c-6beKq_-
zB>irRuapv)D{h5vU-21h%_Tp$-nxAIoodRBhrWzr3BPRI{LJpyhjr*s^rf!t2-=>Wl9Slq$r~IWw}q`CafkU<>fFt`hK`6w(`pt_0`o?
zqo$bW{WYNzN%?xLwF^H7_{=&4n_?8DLqbCME5|4qMdPj)KVW5II@{INwQburxm5k?
zlh;4oAMyQ}J5eBC?n~b{GQ#fa>Y8retwkqb#*vaA9(nnlY-scRWUpeOi}S+LQe{nz
z?6+^<9KJu1NYks_CmA?*Fh(mshnba+uSx&Cijh%FMCH=C>R=)H*TVKnICe
z|FO9E+@V8MH^BgzfveS{uh&lh2Xi-nzAJvbX$E
z=ez3%q%K`jEPk-FZ)_|+cRWYhPh|FmFN4T%(#of&NBJD4Z#KP`mmpvH?YAqrc4N~`
z%Gzz|oX3vUdeiVWMqfQl<}JA%+{*NiVk+alis$}ZYr#nzzvNjR)G&SdUQcMeJ>6LE
zz=LW_cd=04*`kzSUOqlWZReTiYMEx7+S=N`ZrQ>vDyo&8o$Vii89Mma7Dk0@*WNfe
zJ2%Cv3(yN%eC6)mFRg*;-t@tJ`}4p+lau{+$A*LpoL!HM>$H
z?knAC!D{D$<7aa1Cz`V?dk-?SgiBDFcIBy(S>VSYqEO&;Te7~tI;iRGxh;AI2JBc&
z`3^JnZK(z`y?$bBtgMpU`O|U_bu|iI@^SI+Fm}-rehk~Fs9Kui)yZNjEh*W1TjLvx
z^n>fsy5+v@N!RbGrQLk%OD|l})THP^NnekJ&=hrvj?bv^B8p5!b#>G9Py;m$&3g|<
zm)3R(3^|MB(aXWLyfvr8131-V&UsL7qoiy$FI6Tk2k${;-|<7&mu~nO%+WL|*vOP$xMvGqd6L^jIb)CY$NO
ztK_Cr4QiAoy7J>qyB#M)cGB>OqacuvU_yt9IL;0huB{~E0-}8A1Y)F~v$f>4419jw
zkYhVSMs;Cfp{-FdR_W5ihY#(__wL<$bGY$+MNN(JOCG(rKI{Ifx~HzVN!Wk#CgpB5GtrmsX@3TjNy6n-saeW5eQRv!PQTMt~W4ibCa9)O9sG$9^JVaPVg2yLTf#0$sJqy5)`O#>%B-Wy5bh80z=Po_=dP
z(rmc8yl~30=Y9aUwoCQW)mE(FxR<;JxH|cmD{t?%rx}L-_+gQ2C*m+&+aN0zzqULe
zwm4U~7BBhqh@}7L5Rq6>=fy#k{Y8wYLV`xNPUsRjTcEbfdkKcy;$*5^xbVRL>C<$F
z86)SP)dKv^n2Kjm5}WR9+|r0gYdhYdYVbL@?p>%$3?97E=U}15aQw7p}SRnY3Qnx^=6Rl$4x`%8SiZ3??F7btzJh
zii*y#Ff$)xVL88r@?a8;7+Mg&=_56r`A^586!lo8we<8Mj@(|9&l4%(Y8x70Z=2AtB+yl`D@YF+OdtV}C5zPjs1P
zWoOgu+O?|;%Spe%3`Oa|qeqYG@*V9xTC5_QVwLHRJpFWQd9wUbQ`hkwx_C
zRgG1ZlmfnukDJXeEzzNXWEieB%FEK=;|F+dc&3lmM@nD7Xz#>8IQ{r*3;)=DPPH2^
zWR8T}jkT9WN(aXE;klB7ZP>8ETQk>AwesiBpFR#V!!-J-ZNKfcI*qe
zgjST2i%Uyid;-fE9INm+FQ}=#
z(%ey+&+U#$om5h@lfo_N&U({-6`pU<(a|xD5gI~iZe|fzrWJF^s|esUmd`M0;~@(M
zW6*Ti@3fA+3|f}d!S2PGk#vI^hIGS*3z|7L$?xfaO^nbUh7e4XeegLv)8ZVQU2SSf@F?Vzc_J@fq|hp9vkY5BvplJ)5D%#zR9
zl?(LMC20lBg8M(ejzx)9Ni1B=Nq6eXyM4-aHSYl>y-_A(TP1fP2O}e+G2PIVbyvP)
zCh4nKP;F@w4e$Ka(v2cJbM4uAc^kMM0NT6<9BZEF?CfmHG}oqi@HRm+HwJ~P`P9=-
z5v{E%lJ!^>+HuAl+68$>F1?DN7q%O$ddYjrWjRZ9ZP}Vs2&^x%;77~6b8~a|ajHe|
z=vCbOT6E_XkDiyDygW5EwXNpTP15P+I;{OJsp{y2EiW$-{0VyY=;k@
z1D27yw|QqmyOw`gc=+>|FW;lGw=wfF3u!3bl>82`+M4j$e_7aR{zp33Reyy{Gfkk8
zmc{(c%uE6U@i>n0@W`R2H=tgT1{Ku%p|}{x*qoK0U+J)fuY!d|lIZ-`dm|2yLc=E~
z1_s_?O~z~HD&f@io%Y?P^xK7mgeU_Y)j}pdzZQ;nR@oi=u@<2h{Kw$0yW!Fm(L8AB%Uy)0ckU|B2*#mkp{Nw*`=1CJO*puNzw5Yyv%Xz0X`
zR$#iy1dgLeCH(j9-fdN^lV;L5I_TuD@b;{`&WtX9(9BGWwsA+6r5d0=st$|f)XYp1
zn%4AiY-0Opw+$blw*r<8mu5}`x`{U6ZxSZi4gR2X+YzP6$Vj0)b9aN=)cwN_3!#Vi
zb8Dpq^nL&S@dgj|h*pT84Ed)sP`K5LgAG}fzdB_b1MK|%*|WVPDRhs1-M&wyJ4aa~
zVACZ_gN(f%eft~3x-#s(e|(}dN9Gddxe*Y@Vqc(kntnBH^-Ep}UW3mHcp|7G>Txbd
zWL~_<%R4>NKjEIgI2CXXI@HvYElQc#6zm$<0ruzUW+=b
zq0u!23t2a!;^flYD7B2AbnSBvKB4;n1xzijKtx33`QyiL?%&@;FY2UX+>)RO)&?B>
zE-sD(Gc%)P@>I}BHut`On!DkaloUnrB@8OycFm}DdOR;1Qw?NubNGy#pJf%|OVa+R
zQ$Gt22D$4!tOeQ~8^$^uw2+PH0mppM)7zVlA$iU!e<9Rq>S6ll($doQ!o!YpA8LZHD70Z-7B86$Kp5Svp%$Z&tASXOigRTv|Y%~qOCNDVP0zL
zyy)6ju)H{u=zma5mx98K1$vB|uo4i@jROxf>;DiD(Og@ZaFy=RMv>mTZ(o$G=z=(?
zLRxHL$V*jDwX`eoYUycqV`@RnPnih`U78(ZZ>|r)V0#1|4?TTb4(NJnYAPk**Ug)y
z{3#C#eoab5H5@8=xM%U32cti+7}8h|`p0c217b^86&_Tpz0wH%JB>
z0GrQ&6KBQNmQyvq+`YR&@5YV2BY9X~Pth@oFAe^jnj)oXth-PfSpBMvjm?vllCm(_+DqmQg(b~MkJKksdRF8F{nIXtmcR%sa-
zVDop4iP~Z#&L$mM$)w2ni7sCJ^yw4j61m?vM^Sn)mkzUo()B>{HvLsJczU1EK-C!b
z?u`IHdM>yM@=o*M>UV=-efA+|*3mEKh0nj=V&oxDC*b!D6yqwgA~Vkb+M9Ci&CzP4
z2_r;hd=?Ut0K9**F6=y|AG^^$_n@F4(d8fK2&o$GE-dV?dKs=?{fd>FTUOY9ypc#J
znoE@VOXIml-39qX*8p;jMtyA0FbyK}%67E%DinlLz9m4oAcyI}x2V@Kz<@+1zzL($
z(oSmT-Kxtu8o<0TKR;NoG%gQ10Re@2*RDhR_wNT1xJ38?p?}lUHW*_m=f&wKz&rfr
zU2*vBd*wte6lKYWiIY+g2RPz$VLNM3^&IIq1V{0Q9PTN42#i4h`AuUiCFgxp^D%e1Mz(iCX(XV>(
z7PI04zN-unTwI;h+tZ_vZltIfucp`#b*X{yD2%~-*-%k7<%D2B{BS}VFTXy8{_S6#
z{QmuWGF*$ZW3gtPIRyW-10;#A&gkE0cabrfK1z60MET1KCILA6N#eX)sHr8h=Pbw`>ohx1~hu4oYA$h%!iKp
z;K8_J52{$mVn(%Z?m%*R!=@NBh_ftCH^|z8L+@l1?a(*R!m~BR)ez=P%WrZFD-V*3
zrnTw~wDYtZpLWj-)}4EO%GMvH2}CK*{C*y_l$G{20G!uQGU8LSC@7BcL8rD)ni*-K
zJ8|N~1!x@KMn;U&%sSgIN=x%9C2E-hLLFvh{S@VlB?F4#)Fev9aQf!ynMU~wc(^<4
z?d`)gvaQOT=Q<7Y&`?_F2kg6@4QxhR>we74@Zmf@gjk?upWMA?58)`7HDyuxpd$b|
z@!gD~POY~lOZWQ#kI_=IDI5m`^v3NT0Ndp+nD5!1`xDw_%V2%vqg{LV-gr^1Uu?op
zhsWByC@Z$om^D$bv;*z<@bTldgSBt(0j*q*h=^!S=i5>I+xG3es2=@4+P!i%gR<E*<2o3-2z!_69|2PhY`mUneyvFMQ-0u&l#TFUmmfug9sS568@9
zCQ*sb7lD10K@BwC{|>hRnh7>IT5wRa7+BKqG}i9=7=HV9U0huJ0Mt_+D{E`|5cHVN
zGPhqgdV5i`(_&s-0P*mKq9DA1m!Q>m&*I+8p`xaFQx)tNddqxvf;JF777clFvi2Mm%|zZ$-^qbcSK0^H
z4*&+1L8tP5@#4T?X6BL~KYkp?L%AU?Awfsl$;h0a*y{1cxe4y-{n@bwiJh6j{Z|TcCEIIW#^#
zPRpzBO_+V>+Lo*aBAgPqgW;Cc`h_BR121tY5-h%b_?46&2(yb=s8YfQzXk+>v8&g37v?YgF^mKB0nZAyhGT)>hm!JW8Vi<
zvM+MRYjt$66ef{S5|NC^ASME#~jZSA*j
z-$v4ZHocQ<=X}7prDkgB*s4oaB>nnrQczg%{rmpW2l{u~g)Wiw8^(YCm%GDV+J=t=
z*!`Au?s&7?mn|4J%lUEvGwL$hfBEmZ!-*Lw;Y}Tf4j31W-TN2k>XotK7B}H9M2Ty7
zCmU#YfZ|$lON%mO7z`jT#cj=R(>|$c@_V$M0Q~-IZHS2DMIGX3UA~Lo`RMgG0beMf
zP{{dirr`RLZT$`{^CdlT`~-LHRyk&iR)|vVBPG0J{pP+#w3htiHZT7VduX?|9|~48
zGfO~c)Na4N_Y=?%dT1nlS$73+EcKo};aCFD;qdHA{lOy9tqjptyu7^F$iyWx%wyBO
zU?m))>$0=D&}|`DJx?~A-gxpx?c>7W5}u$$5gIG3N~4CTYVA{gydN+wSPcn
z+28j022baQ=mak4e3O%tQkO3`gK>=xUpn%1X5A39=zUUjw}A)`R#R5r6&s|x3c4cc
zeP5@(t6?*c{k${ikUr1Lgj2oIKxP8pPe)e!e`jTDYlu_jCENidAouxoYU!&dsOV2A
zKv9!_&ZcN)DNe53!T`(e-N4ugXDCHzJ!SD*>r?jUmgt1-Mt6?Y(9k@%{&V0t%Af+w
z7tvOwLSJ<`BPojTz=iO>DaMj7q?I`q`hDIStF+S?lL{;
z*ti0ITP(EUj_g!m?4z=>vhE%p#^6jqowm0^&}@xSSx^NYgG%GjjkxSfFOL5e1(!t0
z#wM*;6nZEJdY2FHi4#{*NdlQ8qoQEisS{SqqN&AZ$RG6l*|Qrh-DE03s~`>yBq8Ez
zU>wuzC$w@iAa(ErRjZ}y`vh>Ph7oWk^OA?yOoc8h(}0aa-V0J-{EALadCaU_T%V8h
ze`wL;4;mZK?(2ds$VdpP`!?$Dy}d-8C*Y~R&tMjg3+u^~3d9alP7J}35?q2-77H##cn7&M4Gj%uNdj2yCc5Gy
zBAA0#QvCh>pFMjPfqrN^RDYfb>S#`UdKG&)wF@-p_)Q)sCMKq@{AbpM|0NmaFH7$&
zP*c;;68WHiLD(5a*Ue~#u=FFw*$j{iPpSbxyAdV}qzz>Pe6jeR1q4I^HAjOx+rf}B
z4iH`VzK5VyxESqOmf?g~6Kx3y1(s-G`xuafC=Mwu-Jq%>
z3*Vo<5^>BRf}pb2?el;!4r?oOWO<*^EmQfDkZJT-^PgD&wRFhol16o5?l2U%#Kgpm
zHQ^o-=@EPx-9XA8bEgrc0=;Swl0q$!H1|kb8gNk;a6N*|*E3znOTipuyk%byFOYsNjtl8W|
zJn^=4K-ie^>;Z;LuTDzh9vTVepX#eLhTXzH28M7*lGsuv{>t@z->XFCI&`h8pnutX
zE&2swY!laQ7D*JFMd=omMo~HCRF@Tpv95e|SUs7NT9R_1qRx#mitOY^FJHd2E2pI6
zuR4OS5Oan_Go;BjmFNXekIH7Sj)0Y6eb_8c8xmJRf1gUMQam9erriad{VzaSD^a#5
z^5;S>O-cD{ISjG<`s=T4B97$7=5w!Y-uIOm;y4rumC;$$2AFeCKvKfMo<5oIkA(Y)
z)@#~#>NS{QIIuz*dP*PBAMwL829`cSEWzW)uK-3rV@AIjO4O{~x$ZB^K?o~egrlLS
zuWy6}02?O#((7sFsWgN39KAe<
ztE3b-p9xfa%DUg1EV`#p4-Z-GE>%_Gf0d|`99HZgoy{`)0kvqfLPL{#ZIE5^!w(1Q
zblHH|*b&7ME{&{fD_#CKQSM)W`zU|UPRQ6#Lr&cBS>^0+9c4!@2S?+q#{>mc@R{1!
z!~&z1GN@FbSxrFhUdu#b2gPL?TH7t^LB+^rchLPQr@N5UF-_S<stTO346{zPZBGa!DylALP;q;De8)MIrt<}ni6AyP10jygk^l{4M7o@Q
zUg`u?_m4nhQ7484WWE@fMeLlMm+Jd`YGB<(*M&>4BVtL^z_xM81%DPe4A((Krh5G89_4$
zfbap$)Uk7JRSj$Pkh!@zwCzj8do+6{X3}~*S3tPyn6mG^tSmu7P6&X+^m+>mA{wSO
znK-i(-HG1bJ4(yTjX_ZaSQyB|KX!>Z>Ff085K;B^LxMKpy*w{v&YPu~@w`;Xcd+fW
zt`Tv7vrAeRZfa=gU1)~k9Ly|3K&Zv}UO&<}LH{-UPg;Gym~PT0$E#m;1r-;SdN1VP
z$B%y(S)K1C0@5WhC?U-lhm)2);?9V2s3AH4oqR6?Ljn>BU($S_L_l(gBUlnL0tDZy
zkOODXl8r`NlPLxEVcE>_>6HBD41P|!0W*Ncbj;Q`Ko`KsORq4|l;Tw0VkNR-bwW6c
zCXEegm0U-=aDF~2NE?`Jz(o-duUC*I!L6cyyun2zjA$quYb&@CvIb~94UfXG)Qh^}
z)2FLIcaU88aC`9A1LoVwn0>Xo#^d#B{1=UPBrk*uUL4PzNXR)_m)_pj-#d*MQ-?e>R%l9gePinmWc>1kmjjY_w
zn>P(Ttkti@X)>0neVR1SDiqVd_Lm`|JjNg29OAER3ib&KqWi>7E`!31XSWKXZyxLa
zpfEqQY5gz%o8oTO>1i7&5{`(8X~Wat7(4Fuy{CtXipsB^GQ1V~&JCWIX(${z={5ff
z+IN2+w8%XXRE^GD4>d$e_?eC>5@0$yIs`}DzkeT86nAlE>to=1K%OSNxhO;
zioK}SaZo_lq{Adrw+d${dhH8_(u|5}oAEWS<8H_IZ$nP0!Ban{Y-dZ_==je;fwcr^
z^1pt7fF7LjD1;q)AuDmX0!?D8lT_6qBI-f>ra6ZOtT#tKx%kKJ_1s}5Bc6!^LkPpv
z^b|(r;Hku)0uiAEUIB1#+qtue6cT8VEeV$pbvPm$;&kq_{ZZZ>;c4gApWd_IgR(Y8
zaYVb665%mm)NP
zabuCho$z<>*MFF5;iMd54L%01`Z}Wq{{#%6>e~s;}Y`qGwQN
zXoajIQ2WQ)6M%l94qZj4BwjZUIvnxAr+)sVpLK=)DKgutOK{A0B*b8zwwDs-{dM-k
z4vse@G%y0=pP*b6bjPL)<#E>;gcgi?N**H3q=c#JYLLLf
zkOy$UPmV~^p3u2JGY@Zdq#GG6PH5|V=3N@l8%gF0bb-%l-U15q`;Yfaetau_{^SW#
zL=G3JM5Z5;-V`CZM>6oKF`_fwQfn7PF5dj~)mKMbE
zY~cref}(<~8U(Rs0$}57K7UrK4B+hh_U$bUj$^1-xB?}xT4Y|y{Sn=Y
zfQK9Hv@q2UIuRxFG7Rj}81NT{Z+eF7Sb9sE=))H4#`NucVHsCxTGz%{No;>i-_mc9JzWU*?GxsrI&H778opUYXQ89
z5%k_>h}0?3JB!z4LFJUS$@YL4^+4ne3Qp}giP)l~g9pN*18?8d=(zIMr5ji|$<
zhF$PJ@D`p{r<$nE;1#Tnjs!+hjWf5vGm9L>a|&cugib16o{#JBj|kLq`1C5zpBYOj
ze|2#Lg>Z4gbUBwT94kSs=GK<
z$xY8709=v#y{VcXOVAjW@4*2KD^!;Fnjs^g-jn8Cr-_dbKA--6JHnMo*NYXdT)DGG9C`H&lP8~Uq>PU#5T17S?Ad2Pzz{sY
zaC~ALMI?cw0nmPik6-IETN%j$aYnxD@h$u|`5ikp+nx1KXh)N=m83H%Z^K(M~C&4BkWtC`y7nVhA%?m~$h*g|w${C8duMLme{=iGnXxW^7fRotmg#Y3x+n
zx65Z+^?7-VfGCKHirV$T4S90?K*i_J0nq3WooGVJEA7^#j>pmq>b-jhLE-Q_rFF^!
z4XzP)J%bpjEDV-9C`u;2oTn+tm?IoC)a5u~E7%_%7B;%ug-kj#Do|WGrDUD+M5`nm
zvd%JKXCgbm?TteGQ|a>M%TKm)NHe<6on(tczM92r2*J!Nm;ld%gX5qhk>+A$YpaMw
zIfJo^g?e5(d=$w5l5s5V#`k22v=lk2{|NMi)5g|4RCWJ)iv9-wYB+2AeCSU&~(1++fBbj
z<4#$Ltpbu(w)xAUfvC7@m6wAB-{LO_4-dth!1BF7Xe;IuupjX_L4eK>DHiYqV~GF(
zYO+b$Up@>qWKe>)NdI<6t~tlnSTe=2p(9;IpHDU553NsfF6nKu0Xf(_a4Jp=i|L^b
z79*{wQx=#;6n<(nR3ACqm7lw=(Sb*_nqOGPQZ;rK?nSFUY27aaT5=gzp58X`@ktoJ
z8u#TiK#1UuY@2P?{n(@rTi@XMeLB9w!+cvuu6-ie7l4_qY1{7ysgtQn%>wz1d&oDeG82h)*I;+gj^lWSX%yB)0C_$F){~k?;n939)sBC&^(11HLSh1
z7`UUj7CyFJ_0RIsQalK0T0Wy^)m@|)XPV_`9)$LVIK^wt1uS>lsqd06WsZz!U99iB
z)VVg_ONF~@qt|WotMt!GZq2cc?L0D2s@EpIikd<>62xbGWN0dC*8Qml?6REU6yc$%
z%|q^cNT{VAy1u!yaZftpv?SFA@>u`kgs#c3%R=9N62v5yAhsKHCI{pvbRn$5sgiW&
zufP6s7<}t7+D@=9#N8_ZBgM?Be@hz<)hcUVL~HS1U8r$A6)ZFljmHQEY4gM*+AUzj
z4G0g7`r6ytrgxRI3s`pN-A*mOG)&5G2Se+|?G_s_>q(}QsN^KwM<74G-iIec)&rhp
zJ7&>%{+!mx380A;|a12N}dLI*fCa}*E;
zswV&r@XmSun+LeJ4_4Px9nE4?&nB!;xEUlZ5QA_sh#A=sVc3$O`42rq&$Js!cOvbQ
z^aaj9fElo<$aL*F!p6af;tWD=Um(5w)~zg;)dd6R*){_b`rF5)q0-~10ci|7KyE@K
z07R6>#uCVw1R(%F@tL+OV4>B4bu^_J%Ac2z7y)!5IR&zjfm16l>tlgBQm8l|K_o6N
zE(CF-y(bdL0tcql%N(_{;^W6!Buyb0A0eA2%KaEyK)Pngg8`rJ!P8x{~Ls*~d
z;n$sX`maruQ~;6whsE`DH|{3E3lI^qf#kfn
zcr+Tpw(Z-A+d!0J5`sjDAx)1(lAukD1R8b>qs#oCun!1R6I~kRC1XZe{ug^GXG6y?ZX7-9<*~}5t4l%5Qn}a?1>dR7@ygd^7%mOt)a-kXRt%ikPN}G
zz*h-0j36`wPKyFYPV3gUUqLI_5Gf;BpV78dTgXAeG8)KD#*Vjuw66D8f{00MiA4SU
z$rc27_fk1|17w{hq6(9c8J<8RP*xL)Tefdkk-DK
zh)#e|LbOyPcZKjvJg8L@5`gF%O`f|BAN0Kk7mOr&xC`dPAgM+XasX7}FcP0hjDYps
zkwvBzHv}C5g?{WeX-hdzG&mB7$uy9aZ0{Qw82J+4J#6we#R8+x%U#V+&0-tsR}am2mk+NNvQx
z(aG*r9i4w8T_Fb-ZCD(2-YjQq2l(Vg1R?Op;wcPV`NKkgOIEkGf1_stGeZ{ztA8H1
zG#sar-1Dj&v+|<}zwq)R1W>a-zq|d+X)aJFUw5OsN26lziHk8tu_pu<`+1%L{UAYL
zjA>@nmeR-P$B3x?%=6iOtE+L>%U^Q}38^AV_qWwfu{`#qC}*P+2p4fa2-`CVbyo5x
z4ir%Y5MXG8Q<=~vfs)?(8x=Vz#j|Yzzjyrtv6@L)Ss5FJO4RyMys!yC2F7D8o|Hqi
zDEbhrm)8#GY}dc?V@`a-2xStIzyx#xI`a1s5XNi>qSZ2b_|z#i80!R&<781-k6q7H
z*2jk;p=9?5;i8GcwFHE8+MlaexZqNm{5bJZqOj1@a{_~tGK&7G_-G#|v0p$@7NSZK
zMaQ2%aC?V?h3zlH+p+6|AKSbbHjOPvI7fy{HzJS3Xe6}~k^MLn?(TWFzfZjF&>hjexMB{qXZTv2`njNlCKxK`Ft(
z!E#=kGq-Jx6F!6Q&~xosMxt!p`C_vSMXhQ^tRbOY9~GnzWM(MV9LPOU#F_
z9S1LYx2EVlBGguD*Egjji_vCX;E9P7U;g{&vf{(bjJV|^4^07mjioJ
zN_NxHEd?(A;uiGwM~yTYhR8>on(5ylDM+>ibh#{J-`NW4|x>-2vke5+tdgo
zYI$WP9Z!(ZOCl0J!jcZu?cFa5*5y=QIhYau|FcA4q@@MZBJeT`OXlXf)@vU#=%#gf%
zIpgIM7RlanzZSqMbGuvXpQJd?6S!`>;a^2faFW-5`oBqF{vS@O{C|DN_m8#K+@Hr{
zV|dMrCL*_asYba~vEAKMvG=CQr-8?UJsrExN7_D2KAaH!*KY@UA4k(ij=7bz(#za)
zGdz1%MrVg5!?~he3V)oWrP;e}7c0|midPhumWmYxl+Kij4>PpLczI-fHvO0Sa??ia7&>7$+Dg)`U~DImvpEPOY4Dxs=az!mbXatM23u9I
z=DwA}9k{*TbFFFPeyv;AWnLUV1O;gq(gj}FHzqg~@l*#1yId!4{Pqw;(S7KUCMqFI-jW_Iq|ukB=c8fF>x;LRO?3d2QzIC3wR@of!@zkaO)
zBk$BWfiIsi-4G|z0sIpVWs58OyT6k<%unxwLOjU4?1wVETB2L^;>2Nesojw3ts|b<
z8D!&o6vDq>8~cV`MZZHFC0iO=j2ID~5Etjr$oiqXWZs^}iVg5|-K(>i)dggoZ##>t
zgiq>&u=aSZRzn6FfZy0!{)96(yv2Rp%l!iO($3__p%GcNza}|CKIDVwZ+8=-kfqC#
zgldL~s?4jCtS+;uq30o^ip_KvAnX~ANNalg11d%a1fA9zNleAf(-XkA43OJ6-4w;}
zOw$$RO)8FA0OjK6&zDk;fuAjmG4^?}CwLzA6=eD>*y~+5VlEpjcmko%HTxNis@v4}arp4JWJiHWHP-LT{O
z7YvCGj_3pRr3~^`0bL9^!aVyg%?#slsh_s^5&N_s91U>bmn=x;Kw{7D>xY&
zKBBQbI6WWps1BBc;8Z+2`K0I?j6tWZJc|SjA4Mhd@c=LYt3^L1MrNl@Xm$FX*jQNwK0=Z5SLW~gTE$W}{djYaa&ZSc8Jdqrc#}l8
z#Kgw-K0F%Y2?@CL@u720bcgV(D~T`eJU>Ae)j=@8g>HE%%MQ!((&TamI+(3KFgnVS
z2OHR+^c(qb<|Y-IpOxCHJkT0mtT|&d?Ic)QIcH|aZmQEi&L}7(x0VKDa4Q4Zg|he`UZCvo;&zyoF$1_C^M3
zd0|gKGbA#4&>*|-R@um)v$H?qb{>+pY&U#IoweTaat;?&ydf7rDfIm@eLJ#=^hjNC
zoHD_7az~=LQzecSB;ing;G(%`|+$uD)%YmKDqQU0)FJ^H>@%w|0
z;}A#E+G66G7oAzwp@O;m3G#q?*tHj=rYE|^X5j?fgd`C0EDS^xh@1g(y3=U{0#CTE
zE|bwEk$-nCV%J>D+;fe(Rk?7nX+F?(A#i@o+?5XO$Vc5Qn*~Z^MuRh6HnF#y-dhY-Y$
z3f&^NUx+%eL7AYP^=Z+7e+u?^9>)Lq9jU1rHQd!iQ`gz=|W~esVC}
z&qb#YZ$vnCS!AXW1EEgd27wU6@7k+VfxUPEgEPGXp>RKb`9(>@;+y;avin>2=#+Tw
zI$>BJfw$UtJ-vL26~ufgc?I}AopcLn?);PEaG(JjWK3F<4k6@3E4DHuI}+`H1HCCo
zy>CGUx=>RJv8M-)q#q(r65=@I;V`@k-~?uq-_B&n5;S1FaZUV)4Yk6o)4@hT%dXo4
zW6kUDV`8c*YVSqnLD=ijqh5b$u1}eW(v*NW=_19MjHxbbOSWl?W48|p5r*2nC*vTj
zx4D_Y3?_XYpb5!)#?K;;d_lYfrg%6Q4WpwsC=WNrb|0x)pw8t`&2`X8a^v;!eK)E-
zfGto)!ZDD-X)S5-s;T{Z{3cO`_=vjX>3I_%Y8iH+AGXF!rgHAZm%biWIs4*IIK$qq
zOPQ|gH4s8$FVaiCo}OsvS86a53b)0|>OODU<_H
zxcQ}~KHNp#>$2m(@i%9vukPnKRP}<)R4y2a^mk)vu?`=RuLt^p^%trD-$
z-AY&@WQ{_}87RDCftHmFA7$C9)YB7aX3QcF$hnN5Awgg^q7UY35bRUbUAg;%_Yf{)
zdECD65lHk{QhZ7Z55bzH@G|TdZjlFrd05KVqOk`L`4Oy#65u->s6!_pAuhY%fj=Vi
z4InTKm2B58OBnSRP_W3`F6z*roI>rpZXX3s4{@E>Sid268uS2^6=4QUjCrK}7|>h2
zJgM|0M5aC-wj50^FY{-S*1_n84!?j@;Rk7!hZJjN4a@VSLqIqG9YK;$6HhDqm;x)C
zhG77IgjIe{23Qt04>iO&`yC9Y1y|?G#mY{UAN=VTN?248*YS<)x|dH+mSiE{*aPpl
zhI>gEyNmI7F(`;@dkf+U#F|b>OG%N{bHZhL-mina?Im6R#(8mXND=RN|H6?dhW#nn
z?-90Q5NvtjG`=(m_5ZxBEq3zN9lk91?LOH9`nHnbwrF`Y2qP@oV9PQZcP{dyH(${P
zVUfS8AWn%TUoc~C-n66CgaVW*!C7y^AnBp&p1**BNv@3~$G&m)
z-r4i27URfQ{G3QNHr!gF$R{_)wn=)cy8Y?Q$Q*}rk~4%E5}
z;&`?&mv4Hkd_MiNYJ&oqNLS`?F{Dwy5VkkV1H72T*iP6mcAq6pzwsz8g+|EgMjo7W
z%WA%s`F&@}S#i?OFqjF^ngk(A{O3tMvJ7Of6vNSM{vNJBcyV}ML>uNm$-3-DT8!iw56}J0tY_RQ
z*ma>>`i;-+`ED}!|Gl74Q&izLJUsl5(NNX@KUIDp
zCFXy&YBKx~Ny`IxMIG71{EFX{78{*?VPj11St7ADODx0liCXz#h{gaE_|3Ps6zl_r
zjK3E{u4a?UOqu(Btpj_G$dCn8f|yMh0ZFHZBCuY@%V)7K%H%ZQ(j@oV6!&B?M>l;JX*>Gyl+5JW1|0xO~9SH^UeUsgXtw&3qNHEZ#1{-wPG+fF}
zUsob|lZNjA^+~`>*RcA;vXFt8zyYk#svrSw2*fK-oY(mCygcXY0}J+&Qh`wZcz^@B
z8Bs!R@ouI+u-d6%l_WNaT6`@6_s+8T_U=>{BoSSJv^uPr#J0N>acM0m8e3uth8R&xffW4V3dQYZOfZ*;itVw@CN
zaPt=#dbFqr=)*FwyNT_zHRj#aaQl6DKMNkF6dp|?wPNbwlJ@Ps=XKB+)J!3i_#x>u
zQQwUc>{iGJH1I;mT0cGm&2e8e?XVY4kH|^y<-n~00Rb1p#o<|qP9DHkb^U|(9hPsJi2FzbQ+?X3~k>`!E?PomRGkwjH>Go4o7>{G~;%z_LGKByG8TnejIR#
zri!A7Ru>LBFo~R3DfSC*Q`lwuCkAo)ztKdu?s_GSRx{{R$7Aj5K)N#`H9
zAUZCtYGMuoc)8@!*L(49l@oZq7#v=S*DZueHJa-~k^6tp_`t+K6r+B5D4cxtJ7du_N_j4BZpM~8S!x>p)PrghQ+9wV&
zbY|LeiyI2x)T}>ccF;Qf_w5w3S0K*1dBgJc!*_4i=SrS5ZAz={6aR9PZYA9HZRNbU
zI=|V&l=FHogR^l>{N(a!8qyRST4Ou4+_`$K^^8q8ZMNb{8sF5Cnom(wzU%+k!do=Z
z`nsl*hCAVQa;+YbC=@jYH&D3A8vMOHUhdj;Vjx|}@=Wf=Fo_X{g|T8sEJzPZZiU<6
zX)n>0iw3HGoLi&4lD_Oxd7#bwhPSAb&7D{rqVwN2EmZ)E+-pG6NRVm`^4L9=^Fks^
z1>F6ublZFEIg&t|-L8oy7;24YG{1>pSGw}<1A5eY?p!QPOiKJ}H0;t!SZ>e@mT!&w
z=~ggCeb4;ob5^*Wp2lTJFW{Sf)f3yt#l+E(L&-aKD%dK*Bqxs4;TfI{++!MUI_>2+&E|J`Ah12KKboqii13&${A(Nq_Y+=6rJlJW%PfEfUjox
zc00wqM4Wmi7v8_MT@!b=-0#y}vSQxBxN8@8qN~s;{;>mNK^ZmXVz!0yy=g0#*>R_2
zTV8vn`PwI8AeI|$6x-)JAYo{B2(FeLi#^6}!@6r%a!Or=ifRfE6BF%)VwFNm=QzKa
zg|P{47qQi>F+X><#DHd&_};P;0^5>NTWfy(W#5l%MJ+7`40m0G{nMN6F@|p|A7<3?
zFG{SP4V-+KVbZZ%?-BC5)*$I$pZ=EQR+AqU|Ef%DY?jT2CX`)W*Z3`Q9$WPodI*R+
z6ZP^=DTDdHOr*)G7z3S9r6uu}0L`CYJmwe}imB+eqNngtH`zambo>OCYYR6ka29s+
zTsX+jbb(Pcr$~{Edv3*l2!C`kRiPi_g$*&adX4_;6RN67F&xS-p)qFz$=6>p73pMV
z>$cO^ML7qZ4g6=RAp9ZCo7MHjZu!;YEQR@w=jR3s;vL^s#75dmj$~O@`J5&EWB&JF
z_T^scU7?fsQrx~T$NMIoX}Ie&N>S*|$}-NY8POc;kB#g?zu`sks58p)QCYHbZvHmS
zvVn@`R<*(1_{|^Ir`NZl|K|>ok_gel{(b2r-MEFk3!(=?iZ2XQag=+4P-E_StvC5U
zP++<8etdXw{Q6n%11FduN$kaYNG$6mkCpYr9`tsIs6y?^IYvV+
zkcr7_yCy|$H&UUdt_ngcLDr(dlEqqqPQr3$zsp`!UIHr!zQ*;crio*u~p>9
zAE%g-cPb~Mf2HKd?N`Y%i-F;uaIoNO1!cnu3czr=yr994!kAi*T9%)VzoxfSiY|T?{QlycT_u4I
z*J=d*J?L=rUnvv?!cIflg?pE%I$Sdk(qUFE8bXXXf!DmLnf_~WAZ`oZ)SK0ycNdoi
zeGHp`bGXPIT?^a_kcK>2DUou3snXj+k>T?6B#Q2#3PLVgS#Z-|i7^6N_~P_!tAhBj
zFeXHt*6}Iw0Fb9(ROlkyaTV{ujFuxeYxk8#Wu^!l*mb~|2^%XxrwqfE2E2MCjZ{#X
z*QfXjyD>R*AhIOulzI_)tze};$Q-&4cKYC;a6p{V6lPVRF#P@hBLEvHdhs?0
zKiHD%#W7>zAN7zd$}FhT>uv|$$a?`Ly~Cn-r>)KA(0mqI4py73jeE*yZA(?c6aMAI
ze+_t07*h!#Ccmz0b7eDkE6K_2hA!=mC~+wQs$v-v2+Y$XBC212n55mh672FbsJjIF
zX6=o~$TZu9tL{P=DGa%vIuu*AG3@B|_Vh$5*2Sb7vg<@Gp?=61Npq-YjHYsuDtqlH
zu~U&vBut8OjL#H7%{I>UeGQ`Q#9r(Cw_35(?b{38O_{(}OiaxM8ME>&>ihZ4I}Rp_
zh30$I2AZ?^P1*JlhfSr>#rbXJg2uYbtCD#rBQJ%e%W(4Y+sd{($r%I3n^#54+TR((
ztvGw9%hsqYEgdip4N0DzJJBqfPjviUlamvc3r>}h&*a`dx;8h2d^g#JkF8%%)W-12
zuZN^F`C*?Mq3;=#tlWs_|z>=`rRmb
zMVSiT>U0qA8FlA!?-WOB07}00X+(m_8=#1qSg`Uhwzo{-qTxXQ&--t;zbPEwJb?=w>_8s_Rs&LHc_(0xB)qATA29hiv=((iLc-H
zg_vT6^QGK9&*U#Zg!0|o`4AUNF%w{bPD&iEJsY@zV((*$?Za=$@Il~&
z49o^0aFv@$RE1|-Xe82YC1aW03<4b%=fv*|gpR(+$x*v?nG<@ub`NN_A9mL9F^SIi
zykt+vV)BK@h0a?{xrF$m1XNxHB_&$v(GxIN!((D9Mvge9;XKPTUp#_G*(Ox3Qw7LX
z6bd@cABl!$^nWq+CQv=E-TQy$AybG@GGqvu3TY%Ig(zi=B&3X`P)Zykp_G!TQAwpD
zGLxZ6C{5<0xg?}nH2h!pdA`53{%d`o^?aXmsL$v9zVE%SeeG*sTQu^-IT8IS(T(+A
zvFzm=jOj$Q<1_o5d2F?8JnBS(joY=@n?sbJ3jy3+q77*Y^Uikl`SJQ
z#*J!In^!0PHpUy8B56y>o6kb?(T~4S6Oh!h>DU4BToFkULS~+QZ>55%5F{AH)zvo<
zPj)ObHT6q6P+>p&kkW(XiJIS^@;2I1Ld(aFj~GaYp*EC+7X8}-mSF?
z=3&yt7cNGvKVI+Qp$l%q#IQy%5e%pgN1`pfVFia^QE2ndXoCy&VH$$2Wr)ZI=
zd(AFChm0h*&);`P%K5bFttvAj{MvI)C$*GKnYQ=m=ieW)4h*8DQ}Clg=eGD2SYcn3
zA2-87fnGxJT~27pIV-Q@9(}(Q)_?z?%%c$;PkEm-r;<~%iuJYs7+-=dv*R?TF$*zB
z*dOm5^-D3&2zSZfIf{AZL{DDgWdgd#$~P(FI5O?#1~k3bMs`U}(j
z5OJ1*pF^hk<9CHyTZL*(@_>?V+P~+vz23<4GIy^04+4uHGt%hTlFcYRY5=9FB9Q@!y_q1@
z7bGl(4vywZ-_2hy`j+I{x3*~i!3+CSsdwgc*XW9k8Ku?T4&(XaJ4vnEU8>d;cmg!_
zh^O>D)Tl&|%3t$9t@ZXtkD7bMffEL%3;ql8dCDW{OJ^bQ5Dh3dnl@qRF#bavLQF!F_LN8_ZL~9$>2h)$R797Yu6)A|Evs)I
zFYbIiM5y5Ku2-Y;{Kw~S{t;8R{iAD*J5(OCUL+EMUB1~0Q4EA3R1gkSznR^a#Z6D(X!#&Mx3tS9a5fJcl~*v6H{D@B%7`Ka+vi{*o)sT&PU7Q&95Di
z?0-2fZ~@a9m-!+hh2`IW%uz{68Ehf@Ujm4ZiStC{G#|bghV66CA?MAgNB&cP-Fe&)
zD=LK8?Fj63#3-m8t1{-J852J&8|HW=C#P*_0>46LhOOyCF2gj8YgCC*m&pS)!R^h#
z)7Z#@9ppmuJs&nTPaU-9*o7hEq}1C(B84sEFlJ>uSvoOYbms*MxP*Djf1EqNggPPx
zi7d2F6KTj~=JykFo910V+?gE}85w>i
zhI}}CQO%wc{UrW3r{Y1L8^64g*tUd;mjfS3m%=A7hmhzmTJ9}cXxA5_w6j6DZ0C%L
zXfE@Y!n*4snaL!^Yis
zR1k8&@6U=5ASH0mM;jZkYGUdebV@$N_0xUuv8<;O3+ItX2yqcvYZ8x1DZ(#@-mM8Y
zCx^ziZ~Ft617xHtAkj$4$#+L+uVY=o2U_ob2O455@;^2))?vV$qXFFi5^N$C@RAq9
z%`dq?oH!6nA`Um79MD#x-FDe1>+t;>6XUIB#2;d6vw9g^Kn@@}S7=LaAsC7fk|usV
zO1~i3+#KWqz9xpCoy9h=-IWAs1Cc^a3>8~x5*vZX(yNzQeMs0;d9YKT1vo(LGkh`Q
znD;Esjswv;5=HzKzdc$<8OGe(JY1B*?Ym#Ue^7RIjS0av7lliJP#qb~F7tDs;}*&1
zda{bPu{2W%iXK#A-XQKD|PD4-J3|ylmeCe?Jvm@oRHdiZeDd^XK;N-O~PR
zn(cu$5TIX>^S7v$_p$dX{&G%&iH&M4zn^
zwb+S}56E#7NCGD0%+3-#9_O3!+k`adKl#Ajh4Rk(_PpNh!K|`83wu@`ko5})NJBO8
zpSDeeLqh69yy)#{@23(hF14#O{pcmo9g_SFyhXe8k;in~+gb&%YhKa>8!?!Vwf7+m
zKy%WAttUhxrD-4O;D{3F2F+K2329T06GBif
zn%##@0V!yA21-eZSEyo}H(m&irF`1UN8XHY>?Pl(d%zl99rYaM2p)p45JJ^`_%4X>
zU`NX&WiUa`zBXn&`tJqaGA-fRp%eq1y+koGx`44Fo%B~-$gL`7J*@mw+%!R
zHKt4o0$tYyL}uM&!ZtC9MD$+>fzlK9&6UKyMFjvG!ig~4u0$!Z
zn5xA{WG!d(m${V1xo$0KZsCZ}#poDURT%k+8TVZ6)?DofB95vim)i!OGEwVLTvRCW
zQ%u^)uNvnr%r^c@sns*yh5L-wzjC;b+IZ$vNAOiCopKn0&7})}G1zAon+p71mgVqH
z)>NJ2g&KgIDuukyP%&a_+&wWZIa8PpD2}lzs{2~fro9G0DBzc&O@(r>?H>$-{|e*!
zMIr>MA*Ra}zkt!T9E$g4hKfq75)={rsg~!ib*ol0USbPxC%(U21%6H=l2z#@UH0oa>*0_SOQwoXoTzKyiOG@d?kj
zt|2P_I;OpdE3!fj%$Or^fCH1PBCMiZ5-k0C3;EtNdIh1xAeeRC0)
zou$uw=eZsJ6Q@Py5D%7pM{N%L@GD4^!ohJ7Vrn3%0L}F|QJVzCmse+9nyp-Be~%9C
zHNTv0?Q!B`irgr~WSrSE{5ce~D-X<9_uOtbFe4pjG7VB&_#+;OZ0cw$^{(}5^kL$|dXa)Dh~geBKA$rNtUQam{E?2#YaG{k5o
zoqh*c-*7Mk4`Eh2PK<^e2()g~@B$qp=kR8(4a&IYT_t3jC1MH}AfMMK(L@!hegP&D
zM*4D&rs8+ma^L^BwO6-C5KXR#qE$v@sT`hDpm-bn_;;5ChG0r~mbh~y`yEtTcr(Vh
zOf{>UUyb3yf^M?A=BOc{;^4M^)z>xzX}_5AH+qQVjD>^8U%L>IB1nn24sL&U-Yzd_
zJobqdR}Fc5JqM%>jAfVy)!sn@kYl!Dt-lC0q6Ct=jY;H;wGP>O&9_C!h(ea#Y^Ms~
z%cJmiU{*xr{96FhTU@nwgZCJ`{=H7TOP=T-Dwd|zKXBhL5Yp~t2r*5>KqVdYT=ACN
zN_7ksp%^C5pn8!*7a&|C(k+_ASrX?=O*GacxrmX3=xNMhOpB<0*SEVksp4NB4kgsz
zg4M4V0>@VLX+|Q(encsn!(X)6I(w$eYKCHW{K;7H*q20h$>dMf$^!N`-7ow{(gdNL
z_$13fk|unzoV|p}7A;|+M{mGD#DmzX24)d23FA5>&ktK#pU~v@6S}Z^-e;s=+n?3f
zvCht;38KP`&gyrSLOCkx7GWMzDQ^0*$pH%)VT(5#?Q+g3|5slgujl`WfXpQ~TK`LD
zg2*spUR~6GpPecKYvK_f3%-E_no-?^^LPsJy}vk>qTaLv-lmBJ##Bz+jEFnX00({@
zme*w{Vnh6+Mo-b@U|3HEw{oKcw!5e@J`1M+dkqRh`kdI(~??`loeh=!N!Nu&IQGVM34~%dGBLM{=7R52iW
ztvLf6HU9A~V=~pMt_jg{yY~JHIg66!wwkQnM&&Qm&L`|Wy?8-hwDAV-uGHp4->sFTUAuqB?9SOc0~#M%OoA++~4AcD58*YJs7l&W;_EB?>uEPbg;XupxVO
zY4!k;)X}IYMe?&362VRqI9<)@zaq}O!@)>HkE$rO)v<$sVM&S&Mvt3_RL_BTg+)b&
zKpgAgvC}g%Qz7Giv47`8eE@Et1Er;lh@KJ>^XAR#+_h^lpkd#y!b1xrCr+F=AUZnX
z!g^*Q`2i!n#Np+%?kY`}lJGXkEY0hp>DFgSRY_Uih6s}$?mCB%ik6m_dseVF>l9N`
z1DFZdwXsoDFvyWQ#HxXLP>K>7Yqu{>O;7L60Bw3!)?mfdIrm(L4jJ+^C8Y~v#ObeI
zbzZt-p>5*o`q3<*V=LHmYz#w9qSkNT+?5ZQ{T4I9LX^R+@;`lp0;KNkbonAPx@jk#
z152Y!?>bhU&1~c(Z-5@9@|ty>9eNaj(r|pbSwWgUXU=qzczLkE=R`{z}M-E7bX1-yI^0&Bz+0uS&88dt{DF;o#6j0&fjp%w(Z-qQI!e+PPvEIXu
zqAszdseswREMaSq7qg--DdRb!E=h^I2U^vLL>TyV;d8_;KjG`!ANRfy)2H{xqGnL*
zcHC&(LzbjeGqm58_w)JD{uLFjFP=T?*r7uQzJwkzpz!Ng4-``q+@@%@Yt{Fer0E=_
zvnkPXxV-srEf)_YR+jYQwt(_MS)N$`*Vs?F$sP$r>|JRHB*S!EXMqkLNwN&r-*x?a
z`&>x%hnwBX%ge8t#SA*A-(a~ibZjRHM#($E1|3aG(iSI|C%m5jo;q#XQ!b%H;|yix
zd0V!O$K)|Pa)~^95=Km$CM8i=Sa=ZWYB4q#qOUR)Y<_astUg#ICsoAe)%8*t`g*sV
zl!9IBA4fzBeUJk^1+Gk#`^>QKNo*QAAZkwGunL~1m?^$P^DjT8NJ^Q(e7-xNwKt>S
z5*a^M$K-ov88F(=i%&QogMUor7{l2KR_p6=@?roo$?
ze(1M7NLX!#WybqEJLPk7a~V&Y@VmMBX=-X$;mUgT`PJny)8J_p#*MRLa#CXWqhA&e
z_Vni0UFAXgf5IfBgS*bibzctYyXtVX?5e+L8h2Y5yZrg{=bbQwVJSrCkT|8%GClN0J&OCKAD
zF4bsS>C2bgWpDpXys^(poCoHb(!jx#vl_^AJMpZ~Y3`rN2|Nn8=_rBiy5;)yBfhn#
zJ0@Z$+HdGkPiWi|&1?CGpqAwKO4VC8Z0JbfdG<^v`#{LUL0pTmaTZBl{D$Z6-^*|*
zB!1;Nn>(-T!;Sw1%EBb317`$ITw3Daij4O7q7~lPN)YXU4LVvSGMa}Biwiq6sSbveCW5%J!
z*a^$X%5fik&Ym4xexa|tRx;BWyD+n5dE{`8a&8BLd8UCMr%vZQZ(gvV`{+@lescv9;70ru
zj?=iZW^vB@DH%ZG(Z0EXY#a
zwik=3TZxHfJjLW`1ky>9CT%2RG77Uve0-oKp^a_eO?>jvQmK!PGQQ^50`_
zYW6+Xn&rps;1AM~QXVnlAWwy3IR&d_Yu_YIJ!M73<1iGPk=5E@8dW8yK?o|0Zhdf)2Kp!NZmly^Hx&pE08u+SiOz+38%iWasmsIUWv1>|C&F`}|
zmfh#EAyca~MM^A{Z|msq=UA4-VmO0t-MSf_n>u$}K-GG-y&dBZwSW!{&NjIt@!rU%
zcURJM`F)xjbZvR;(Cyo|uVST0wCRMdojdPhrfx}ITW(zwXh(_1xCv0uEEcUc5LSz;@g68D#}2u+T4X07^|uJEMT#+f~yE_pH+T_tX9??QJ{TQ752zACBt?!VRV
zZye@Olmhl;q@~B0{G1Sz-S~Sp?VN?fh7B`5_KjGgqO3fi=XIn>&%7Xm7jpE1X74^q
z$2#KCBTW|Z>G_5^^fcH}@OW)x*K*2~@do|p>FDUTe!(EKW*B{>0Wb6w@8T&~Ut1d%
z5i#b`qesmcHzgIy<=5?eUKqb8q%ym1e}8#-Z}tR9czJoTTXo>b=xf(aMvRU$02av+
zhb^~mm5eYsPC6AiQ5E8;KAq_Go%S3x{R2w-?pt+?DC1D`s2|dHDJJDnqVVURb>EL$qWM7
zRlQZh^?Jp%J-^ylY#>7|H8nkg-`DTozn{E$)9>ifqeS%nm8%Ku5*hy8IR__*E9Wj=
z6u&`1WC|Bt(2KRi$Klj?96#RtJUC1H5Fx9OlJhxltVySGjjzJfCm|1C#$G+?2o$`w
z_Q4>CQRGTvgcTQOc*xtgZzT@0vq)CWp*x94?f#x0J$XYLH*XgDAMq`Td|fRpEM&D0
z$dbNT;?!yB<7d_zHv9wg69PfN4xz*IFLy9dRZ}Y_-;Y;RJcQlt%JXMd{2kb{3q-u-
zmMtDk;fho@$LUBam@g#X)_p@R;NuPU?D(v87<#HJ)W5EwVNdj*$4FeABu<_>C6@6X
zIePTj=g+dZh$THgvu}3PxgBOcY3-Ahl=L=i7zJBIrirdwMTDVC>Nq
zIF8dg@c4Q^+SkYD5Is#xu3mb2`a!;Yo~@YEXVz*4DY(OUi^RnS26LUA)v(=LZ*6^y
zTCxbP9(nTs&q&k-hX79N+*%zmNL|kvXUA?bVa0O$cBN4c0?j}r6`>?ag;tjuKHLk)
zD@T&~t8}Nq!obER%E-`8ZXferU%a$>cCc!UA!?=l+V3Gh|0mtOj9G=kondVfxaplUD
zg|uPV@+EB(Zg#x?jXQS+8=HB{4iU~nWZYSb+t}u4&Gd%X+&!^7el1uS3
zaSpwE_wEz+2#bf!6Z8+0*3{5g57Y#{P?daNYkTYuKyzw$((R=3#YFL5ExO;7h=zfYEu*4pLEQ<;;Q
zI%`${RM#fZV8!c;X*oG2ZOnhx*VKgaS+R!8f(144RS@zO#uGzALUPO!`CM=E^UdCu
z(D9l(V8DPIh7;pYN)H-TOL!As@g|~i6O(5QBD~4W{CU2MC94QY5#4&pJfUMNGCTak
zILw;)hrr(PnPTUm**-Y)nsBO8XBAo=9Hd
z7=y6bSfz0+U%pw*JySI3Pkwq0{^M|){AL=uaZvyM&zOL@$*8h`g0r^0e*&5Ws85C60nCgx7&~s9GH;gIm$2V)
z=39hY*cEt(JKH{tiko$yW#96c<%@Nr1k{8w9JQ+9*#knk?96R4RLam1FW@P9PCL$}
z1p%;R^z=q2`2-d?HS!d4Jiex7fBO9Lkj5a&+v|J*|DU_rR|5DuMpOpJRX_pnW4Nlu
zMOj%HZgHWZZ!*k89WAX_nVART;InfJ1Q+IaJ(
zP1BeqiGTcOLSSH^d-2d!ZENskwZe$+{aIgMqS8FTm=D)HA|PNen2}KK81_0{KS^EF
z&23|s3~N2@7wL_vEJ6DC@#A!WBJt#*UCGgXP2(&u6EkxZ^1H*y|KS
zK*sN#&6LNM78ufHuF8uV{pVY9vM!+T20bu^m)n=@s9?%+yn(OBl>mPWjzBWUw!EUE
z4ttOKU%%F4ZEIBTh*|r}_;s2G5QPa685sSZ>XmetX!s-la>c5zax0zNi~+sbU^OVT
zL2{McYbTQNNaIO+Uj@6h&F1@T+^9ezcnPH21&{ga<;xNhjLpW4$vhInOX}06`Ct`G
znH{&_B5`@q!i6Q!?C&wLw@7j(9E)7<<1F>xZ?`n&{xGz1pn|k_-8jSRPC@w
zP(fd(j@LJ&^fdIX*S)_i#X;I>dJeyzc~kqsCx^D>U6o=ROgb5NDuGJ8sKbXliJ($m
zR_3D+x%lFIkTi!mux_KZbsf#i3cAT3AZS*vT=@p0MOCp8b^h+%yM1)V%d_@59msZ&
z<2)*`m|F~Pr=1wOJZ2LKf@`r4!duST01EP|Nz~W!^7;Gs?-$NGuU@>cq*HwtGkME2
z>D;kFd)wRMruf-E;4q!PcroVY52y4>rL5f@}QiijWz
zXEj6oPXph(?4i%zi=SsMrt0AbGk#oR`H|OJt@u_hse_%Jl;O^V*W0iSPctw$8z~0{
z>e&sQrxaen>}J#t?BPJFrB=&=CKc6FA;}g&!OsAw@Td55rY0wM?;_wiDyMT0#{>BH+M>Jx*~z`AwSGq;0VaymUOM`s;HbD^
zDJ%8Ps!yWkeE-;WKUn1qY}>OB^`o+Cu^Z^sy?cmZM3_z}uXtePDeN&f<45S9xoleR
z6!d@tfi5I+~Xe3I;CpmXe)H{T|WW
z`*tg00+iuR0$Hyd`IRx4(v->mxJu
zAcR%Kg9qvb>>j$YgfN+DHyx5_(2Q-R)w8Wqdl~vFgmt05OQ9yc4w_JF_{9811`yqj
zIxuT(WsK^F1LwCb-cbcHJ&!v`*zryBcDV`jKwkMk*tu}=Vs2iZA4Dfc4mYme(K*{R
zhVM+xsvB~;Y{mgVBs`miW(;+Jk=*0!XFtpF>Lya)p+P7t~8
z;XZHNpSYX70dkScSFIXCZTpg6SEW1rYqM*%Z6Y^+LdC1|qh$}(p4d%&CnF;>e%(J!
z)dg8kp3GUjYLy)kyjT{y=`jR!OsE{Z3dnlY_p<@#zGay|@n~Qpo3ZMt(!rO>G#}r;
z?`|FW3W2E}=tk7tc^#dNC!61WLJ!Gn@MQCTjV-sdO7$+eI3E~B8TgPj;r>kl6+^OO
zmYEHqTpF0YjQbD!SV#g+maL(;;4UCs*;;fx9m~TqLG#$R!vu8gJV#
zrJc#FlPdOAj@Y!^k
z{AnvqERpVtzVB<6ffzxM@#av_z@9yST)>3@dG<#xZv
z!nVA$)WhoL&71e&zC|Q}$@!iiGnhy-Q7hnYHEfv))zsHmh{l3E?XTI(hB$XS8IIu3b~%4jh-u{rvLiB{G+rq;Cbs
z6*KvHr2p}I1h|n>Is-$fw!`V!n89bVUc3mse0j8{re-q%rUv!F=j)c8TwPtGmd6NY
z>C0o+HRh4mub;;6U;|fwHg}k-+;~rKc-hyp0k55Y?JaSNvEJz99O&)cS9~n=sK-cg
zMPQ2$#1TW^@MQ~7=_f@h7<^|9R_48p$DWiZx>0ZmzV6<=**pKeuXk$xb2>!?EIgts
z7SYf+vyWlwnb^oL3NLLHTTy*{o)Q`+TRgr*9w^?|tiDBMC|~j-TuulOngMHRFOmv}
zZQsw%mp6o#1q_+}ZSjF}G8VrXi~6xI^asRQf6%3D+xz2V3i0u}TYKAQ9K!bvueHO&
zQ&>2>ySC~%&}RC~nPlv<+pxp_{qNSq)lz1PgIoPAPT${KoyifZ(fL3mhn=_3jY`id
z1|2%=*|V7(?r>Y%C}oSXlcV4c%^x|>pfi%e;wVg)PN+`)@@jem&G$
z(f+Ki!v1gL_MtpIldc_}F=mGLJk>HPg!m+<)tNN@?T
z+SfZd;@0ZeeN9(oq+^$kf1l*mKG-(qVKqH28!M~J%jOFi5TEY~!J0aW4um*+)8wP}
zSp+paIJ@1MPjo9Gp&01kc)JQNEkq=`Tqhruu;@}h?M#vi0S9oNA~|7IP@J`;Uo>*U(GevUTgiTH}hU{
zvT>9g%*>tWvGu?KEm7(cQA2Z@AZ2=Pno{c%sQGhJl!tlA0Uz|EL8|3;7f&yn(vF_@&C{ocU?V{lS3o*U@VtO@xKT~b7vy2G`oSJ0Y8yw}
zZ$eE$_!&4w-@bkDuwe^H;+KZfvyVJ=>eNy>zu+RYkXyjHVH=~T-&kyDSd4H-kGDy(
zz6nCtaBI_85~vn2;Km=7`s}GmflxQuz$Z$g5-zNatn4emqnfHJCu^;)F>7-Vkr@{)
zSTLgbtJ6!V!}c3@!j`E!e$xf)`g#Ys0Z@fvg2)m0gMA0rR>TkIFz8++tm|?qNb{cC
z?Hx`i7<|67Gx+^v?Izg&Tz(Pf2vs7unA)S13vRN?ykrl()L?<
z0_PHz4|@q6_SXh-u_|B)W9k#u)YKtk4y<=d_&i@uR(66}Y%A~zHe!U|Qg)Uv;PnBM
z3fjd;1nK~SOIrI#x5r&;_utz6Mbh?1kJ@L8
z05Njp+>LZRJY&<&CqRPw-9@0d<9}ftdacSb#CU`
z4?6x2s|h!bCh`rp<0_hTYg(pPJJ+}D;RY_%Drt|gTHsr6>KFz&wSlfKT=WrQKcZF-
zkZ6ZF{&_R-bSjXabFb%7-onyWGVmZOfkOmVoy*yCX!L#hG>k1H=`UX%2EH4*iH<#$
ztLUyJjxl(K%5Uk?r4lST!MDS^@3m{!rm_u0R%2g3SpKBCw7QzjG-*YeT{z3Q8jo77>|+$EQ@J*@kD{dh{j
z0M627!+w4}uH&@l&yCZH@o`>(b?VeP
zBojAu|CJ|D)}-0?ih5D%Fx~%350#bXz^gSi@jemah$dN+s
zi`oR^C!@`75|$(m`uj_}xVrlI`u;=9z@uX4rcFXjfl6VpIDX>?!ZV-{I7Dgy9G|{$
zp{K;IUAqo)iA2wrM`*>s_HU*dr-E*8F^`3#nADE|X?xI&AVxcP?)-#SuS?fC*53o}
zylkfrkmA^(bzkF(n&11ZZEZdA;~F7u>07|P0Z`(<}!x)~LLo40E
zE4MC<+w~9frBO3y4w6`EV$yNWyT-B#mJFRlqeN{nx88p`9M%&WU_xFZnBG~l22=m&
zSz3lJUFiDd?#uQS&df`Rlf-j8BKQ8ohtTlw&H$`#A?oG#@7<#jKj;0PrAzyf?M9}$
zM?W6jq3re-ymmty$H`+VcL)q%#gq8@?}J(9Yu9$r_}7SxK@-8D+`slQTQ;81s+h)K
zwho%-9aNAUTs0-PZb?M6WgGp5hsd(Cg0Hdf^C{E6|ET4=8=_{KRp8wxN*uv33+PHQ
z+d@b4H``6K)6$Ni4cx$gM5PD>6Z|u3p$&;`bWxzDi*T-S$Xo+_0lMd~pYPf_SZ+I%
zp$_);VbCNCv>gGkV9=Bs-TKIeC>WRn$zJH+ZYzA+2|NPmJK=rdf66
z8GQ)TlMGDHt*H53ZSeD@g~}tGigbd5BT4Rv`QY?3jXl!(0l>TQ_eG$aW=&Sy9*tZjdhYA3q>-8{e
zyhFtePUm>Mps=&2sa4<55aI6Lg-brxv+YcoaTsn|rd0Q^
zJLTCje9YwfmK*6(CHAoqo)i38N7<`q&;Eb4+OFa9u)xjDZGyky>NRV$r#6+Cl!qS0Y(8a1?#FVQMVO8c-j1&9uR$rZo%pYE62?>yBvLH
zdqPVWH>SD-rAx-25V-B7jTJ@DsCU!F(yGjtYt23;5~JWuY*S8qn@EwMQlVLl`;LX`
zMVR++U(Ki&`i+98RGU3J8^H&(UO67$<9lw&3RGWFaUXua2-6NhOM|HnqTEw!DzrJ%
z&(-tY8PrBM(Obi>Ub%7w#>fixbRRj$XM%LUenQBo3}8nj(n6r$!YP0|4^nVqeeZ<}
z7wn0mpC7xb>z^7rCZ}gmBtwrtV7Jc>kO_MvNSq&}C7^olb>HZIGm;52i
zlKy;~STusQhLIe?$VKNzrH;SXx2B=KCV4Y`
z)7Gv^SJ2iDrn9w;nuF@O;fV6B1TAX{K{)SzQ5Ln0q$@%GQo<752#sOnKEYxLR-O>0
z!AA5ijcpPe_2$>UDA<#7Pah%A_>bmN_x6<6=7@Kil_5Jq@TUCr+Hm992QYvDvaEo!7Rq;vDiAdOIFrKR7ia
zq~+Tt8vPqoQL}e>T7KQ%)922m16tivQ&VXOOn&|Pb=1=F$rZ5gA**9I(-6GN7L6Uu
zW;2d+W#2fTDogH&XdM-+Hs8sEoPZ)UiyG+R@{04uJB=#2=KD!}cuJ6)*RGv}&=O19
z9XoGMuXW#J;QJe0h>y$TPE~g5@mD?K^s`U))ZpXsn7GUQ%8@cGQ~E
zt&13>oZ#=tzRFGpwJ4DscJCgLQy?up9rpbmCBWOLWyg59f}RD?IWF%SoT44^rXl!g
zyV{2@H>{3bRW|#uaX*)#_}-rXscS?FNA&>OCexUFvkNZi6|>Q2h)0MBD)2a}1Htyc
z$05Ra7&PiCa+uVBAD#u3h^g0857}5+&Ls@+{p)Cm#U=dsI(pN(OQ=UgVTnu(4tbNU
zZS>XAcI>bvV$+hYl--S@O0dBdk>&++qfB!$GCZLtE7;O8FXq;2rFipu&uE<)Ze6NT^>^IZvGyp8
z!lpiK>+&<+lI#HwcJ0~Aq%xkr(B`m!O5p`_W;eiq&y4lXPU&YBzb=s9F`#E6P$Pt1
zE;mlE)@OGSp@f?Yt*OwwV1!_hxsDIU_lwWo@|)?M+|<juo}&%HsH~uH
zgfzKie2h<-<9#N>vS2F+WIjNrNs5ZupFUN;s{3h!hH*gu{>fpU^jr9-Q6^Eu%Zn^N
z9$-m3K%eS}OE!7k!)=T%pFlD9d~kpf4TwyAxw+$fT^PQC#C(dF
zYhBWTKuAE5nv!RfwK+1jNfIx{Qc!PyaKqYk`!Tl2wn95j@-C|VC*ahn-Xd=cG9QqH
zGUlq$?S+)d6Rx7srI4*!XXD1tMHR_HCy7M?{m`)0dd
zneZbRuSs$oplZR{C2v7tS&(2{zT)5eV&Hy$Ny3CS4y+j&Ao
zQ_wbxySomdR#H(>arw4!P0$#m(uOpvdBLC
zdflgc5;S_h;#H4->Qh!}OHXjd*|Z-D>gpGPCxr-UgDa<=4GjBpHM%{JdP^|%JQKAh
z4LWwd3U+vNE68h3j9tDEDxmRO{)wTdjv|}nQVE&YdBP6Mmj?|TXgYMy6!q&HkIezn
zav&EVnuh)Ekv4YK&#S-c>IOt#wzt4a*Eop2|GfbvY1&C(_`b5LBTVkFq8nxdQ5}t>
z2{}s|T4u1H$%{y~LHbcx`r+W<;Ooz6(QxMsbtN`$-1rM))v)vDhp>wG9_?tmOLy+f
z;#wJK4b`W#yhorb`szFg_97I;k(bJ!Tuh~;={zaP4SQRcW}N?6o939%=lx$Rok$>Q
zcTu#`(KZP*!laqxGz;!+e@O=tBN^~Aonx6}WskQAMdgecWrChh`0Ufng}TYD6eE{h
zzZ6bx4=EqdlHa+f|He|l(`99KvZ?icR77mBa0S?Bzkh#@ZXK+Vi;irG-h#!8%fzk;
z1hhsMXZ~={>C@1XXga9JeYzXYPEHU^LeK$Tqhy~7P(BwBFfQlnrfkU%x8ZLW(G;rj
zawyA?hKWBfSa$elL>|n#Y1dL)gI6uNSILPSZXzGo;y(q#z2N*tA-_OPNi8@g>TjDJ
z(pCX;uR$;H;9g{D{avK`kHry+z^NFibCX3!g=??zdOjLqXcCls-#~T6XOfX5#qN%5bzVkAAnE|
zysfIL3Kue(NI%EP@^yu@L9ZS?I!Lr&H7X?U7zBBNNJq_{J%sX5TF+ZfPHq~?^>gRW
zNjw?QCC=bkW~Pz(ipPy5?*b&(R%J&(lbEQVsZM%@_RUks{aJx1WKTj}j>eOG(9MrF$goNt;#%q~-ct{A<
z#nAOs_^(#0O-%b~PFu1Nr6Dn6S52|rB@Dj_a){)P`1nY1DR?JSIm8w86$1q#hv>4bql&toFoQvKG+R(
z1VYiu(#1uCj_eUmu*|SwLS_mxgDr)uP*##JR<2(CEI(fw#nL=pZ9hId+zT|%h{==t
zI5|1-V+PI~>lOf$W>!(1aaw!#o;^oF{Bh>@MwQFVX|C2*Q5lE^%r#CaBPq-C_5rGh
zNvm&lN7*pX)^>u>i86sh>S3@cj8mrL5j|lylVWXWTii31HItO>Psu-0acTbMu3$h9
ztXy#2baptUc4*%ICHT
zH$m88LH$+@kK@efU6@O1hsb*gQ)c|z{B|(KY3|357vx=j9a3$BT%p6do}L0_%wp6*
z$5nEo-;SNAs3_#
z&wgd__j9;;dCbhTyC2c{ZTJwQb_x?2h$#gqq-zL@qKmPo@
z;2@C4Y{DE^2s0eBP6A}VLy569T!?z@+Q7Gusb5<*
z6Q~?(_^gB3d5f1x6xMqa_&8!90IngKd_0{!VGyT(JSJ+k%hdO|<|ac$l5IS~w+0qV
zRMkyC*T$`Tbb%ZbLFZM}uC^AYvR`TX+`~YcXjF@C@Dc`h^uI1&zUP=C4KI53TEPX8(P?jk>}W8OfjLQLl%ao~N=LnBTUM-Z04R?H<2
z-BGL<8JPZ^Zxxe1sR^k*FHsi;d@Sm
z7T7+Fih4D$=gJhI#&mdP0;~nWH!GSHSiwoCOC5hf-p7
za#%ChS&Vc%##}?;1^Sk3f{EzuqbB^#(#~J>_|>d-aPlA*Mj9SXugH4&QW&pSe*5+(
zuQ6kjBC>Wun-RaD&yeXy02alJaJ|Or^$kA>o;}Kbb(Q?4V}IH#vXVMH>Qp6vbluR$
z_7mp!sBCWCH)Px=X_nC6Seoir<vZeUS<08=Je^)MT3?Xbtc@Xr~(Y-
z8L-c3KMl^R{FpSTtn4dr>Bdo}2?VSS7m+O*#u9A@d@5isF@?C8VPZd5ufBb)Nl?JA
z*MxMlXw%=fHst=9R$raf9(|=%5V~lNap)*wcKI2CLeZb2uwdnH#4Z_vtS6aH&CqpY
zv+Q;LKBpRyr4>Rw=3EV_CB!d68;Tf8u%`~T>w2St?de|JL%$LV3E3|f_8H?D)IU?X
z=|WWsu6{+wOzOB8y=VUHBJ?8y8rr{`?d_*S#AFa9Jl&_Bx0W`0*Yq!~z?mX0^mDe^
zx3*q!m7DC8zZ=)wKJowSrkag#xe!|^8J+a7w6yd(l+7r)8DMe}S0SQm$4gbU3Yyev
za9CzuUGqP=2etc0hZ|HnHTzti<7bFMe6*nE5JlB;aRq~o(!kJ{T31vGK}*#iI93fJ
zUTlz{GXP>&5&v{$OI1OVHc`m^%p5IYGxN2$c$DlfkUACW6`j!a96wRB9KeN!fgK^q
z?N{g%--PjxptsmX9@{VUYWmHvNHX~OOP5--l}x`mIi0?#$2on@sA>0MLejynI%4u0
zN}NY2A`N#$++)gXVm?^Pr6GSs%HKmUI`s3r<Vc
z)11;5Dm{$aE8lhofg1MBsU)>G;QR!HV_dCM>D3O8p3lwN85-RXRo|klIB{YLll=4O
zqw|HTTxME6>&&RvpuvOd_)vUxW~5w-Wg)@nP-tBcFZnB_`dnDP<-{*TsoFg+Now`t5!r0b$Y4m~*(BA>`1A~ZS9?9nFY
zAfdw&1YFV8D8mAi<;%x@`|-kbktDInrc1FPS8=5IJk6&k69)YsD)Gs
zM~-wxMuR4ofFNeM(il*-+_|$asfhA)Zs=0eXb&-mB?d4wHRaH@=@6C{En2jT8_mRv
zm`mj=s5;k=$Dw{b|1R?;vlr*ipMOf(cWH^QLg>ozcckB#y+q?Vx&MFxc8%Xx(MTAI
zzC9T+5p$z`MHvUmMIYxpVh)`lmQv0Ve}-Gxy+@C^G(b&E
zOe8d%j{^Lrs;DGGY%QgC&r99s>>LKnCRtMKp1p1iT1MDTA&bV8)l?k#OkyohL?Crl&$DxE(Hc!T3bh6?mYUF5l9@s
z{txe^h==9j?VU!EYmA4D7>DJUx@Bm-t4sU!Ehb(VFo~junW=vL`*-A9h4ySxmCk=U
zA#6omc3o1)onW_FwB0G7MjU5OM{bi?>ktOlPUh|2z578be;R9JQ!|<3=5;(}2#2ny
zKCI#Q@81i{%eyixOxFE+GKwHDb;b-mEQ4g0p+7AuF8+r(9`T@|8ULY?%{Gs|&`@l6
zq06`EU}9q87UgyepZmoH(iL0n|86Qv<_27*_z-j3I-v)-ztJn=y}+`J
zAtDeGg@66}HHQ
zedvRlB{Z}s*sZRi)G??MI|MNId#WxFgw(ph9e3D7&ASjO5!w>mUd?JGC3us!#pzxab519L0<~wTN))g*lr51ciG%>xNMiI
zWc;Njjp{nBC82{t5>`%nzilQo9Iqq->QtszS5(AREgBALfqUAIMLSu#O7_}2>?Ti5
zFmW=c=GQwvI@@`~k$qDY4(4~p6l>5y)?{w!FbS5OD3r!`VQTJaR@RaStB$z4-(YxH
zsDNlCpdhmXsfV-K#;#bmS6AWsPmlW;ICMILOmzQK!0C%Y&(!A~NT10Yr*ou?KrWaV
zUl>&QrqV%S%$WRpnGgP5P`$?r4~dO5Ss)cMI)AmOzrN@;D52LJg4b~`ug#DTz@tuQ
zUWCVXZ?{X>p1Ar&dir{>INy+xvWuy=I#e0Q^Ze}HR~FrFAN{@Wrbf5ki&wk%D-K>i
z^P=6JJ>_IsO3kfJPiS87H-|N%2&aKo`Q?$i72zWqf%G}W(iBm
z%JjfB*u0c8)0X>l4aiO?n{?;T?^sw|+|g8N5kuj5_s2#sKO~*lvDs~ghdlGHKf3no
zD-aZ_(>@3!MopV$eDU3|Q}a*GzdSS8o{z-+5(1;5BIB(AorK&?
zb_NE=S2LEi{AJM&)?~#(zUK4Bs-18u(uyJEh0~^NFI69`(|zRdYt)%Bgp_EQ4aJD)
z>O-_*qakNkZ-0SaE}E(Z-=+wD-DPq>BtB#zJX1fT$Yo$i9MT%7*P^)EF;oCwnr1Ah
zyLimvwVGMu{Y0p_sK#dc8)nAFp(x+OxF{xuQH1;$ve87Y2X@J!pt7y4L1;9?iP`L8
z32J<`K3=|o#icR8%n1>Gp5ERo#-1^VQQlhpD&WF}=vSL>zFqa_fUV`?^V9X3fB)Xn
zaPxcOd&EpJ;%oAg6Rn!Qf4GbiJFZvP!#PzA882QKBpvQsueB-q?IHckid;;dUZ2avbw=va{_wUk$o^@4*ABnHQ1ZOU%63`$Wn!
zr~wS_M|1i)LWgPY|Dt*n19I?r2cwk^VvrhjQ*-FmM7`)MM{NT=Q+ZX{g)Sd?VlVq7
z1el8CM}fhnQcouGV_W{ow~ZiWQ04f8m4rVJe6Z2#)!iy?t&qkF
zEbJwIrQo%HoEPps8kqN?+B?eJNSA|@leBkUKn))JmLN$qpu9Q-W$~qH|Mxecoq$Ib
zM2^HvX-1dxZOfp$-g^B&)dhPgRvJ(>{(}0qrwA0|>S7U4)x*XLsf(}Q7HTX_z1z=w
z<_Dekorm=5I%$w3ot|+MCrTotA&4(uF&=RQ@-^F8g4X9yV`kcUY3s3nKYhB0fcfq0
zr08)o?rsh>swvnN|DuuNW$WVGV!#Jr%uLW2DlI-uP=`)kw?ut!e6h#%+r(0ff;0$3
zzT;uC;fJ;{NBR}}fZcQ$w?GH;=7Rrw3vW-)QH(2bsB@Sb&RubCY)Ry4ETdhSpA
zOlKRlnqARD7C^4#l^gF}^D9u>O_=Wr@gW8c=W1*1VS9~qbUKnZL{sSM>NgA#mN46M
z&HSFPFcL7^9m^L;KuJnjG#iB|{Knk)cb%55TjvE11SmUHy*(v{j~HsjK2n?w(suOC
zemi!)w~9ZrU;EW&<>fK{FyPKjKVu(R-~8~3gd|oF#FjX!$uXJpF|F}NYg$N*hIjYu
z`WNlL#-_tr(8u(pAx?In2xOf95Ec{t1`L=-6J)9DVT$X`ys?I$n9WBQzK)x&qjB=g
z_QOw~;5O4%u0DVmG&H~{a@JQzN4|$A^!Gcs)80eEG6fV3*YW
z(#r?8#~rm*A|&~oIWrIPfzWXAgu0qqEf^7tYp-?j)?72JPfrSl@71}v$QAh0bMpUL
zw`tQD6acpf1zW=hpe_R^A|)9yW=xky>%7;+S3p)tB$hWb{Jk=EIl74sbLa^j`gYW4
zhI$|~Nain}+z+0;hKY>@OP0i+=@Rd^f%z&&uXmLW<0FGx)fL|*_4dA;>C+`uUmyK1+1>@FL7=J2+39rhEAyfTAV3nX
zPvax7Z+KH)END$88v(tAD0i9S5Y8m9q+b$rnJ={nH?+W^otMt|
z5VtD0XY{yFjW@;)kQ#ZUU)bt-4NRu<}_C`1$R=ASi<)}D-_VPvwjTKTBv?r+|^
zpV1BPns$Fuh~&tjquk^!sQ!H&T0V2mhhdY4E1cgZ$=B#Rf8M7I-Q2>TKaFru0$f=^
z(z?LsV=r=+&W+{Fi|0|(@tVS~ToFUU6r3@xv4qK6xBTc;vuqcDv*lCM_d^r*2j-wx
zvqzk(v?e1v+b1Msgh(8hTnQW0?^79^qR_~sH!Q=1EH<>8p_Kq<+qeFIO`U5@lV=!)
z3)5Jtm5$;8PqCvJT1B)ThZ^w%+-6vnh=>P}AYv7r8X+j+C{VS=!K%Rx!l(pA(N!x@
z58>nqQ8tf>T4EwUnjqUgG0}LM@pQct692aS@qYc@!}HwF{amk?+smsqEa>C5c!;@6
z5zZ+wR%@NLYfS%Sgd?HOpal+bXWzC;jW=xH%v9}~l~?S;t*?(>OI@zyF}xjwBJRX5
zDVGQ9bb0*i0YipdrB_a5BnNYz`K8sB;$UNgYp1t%;k`+szXN5l!cf7hU6
zqPYTPZ|u0fz3j%34Re`~gnH~(17TtAAU=?I+1X7F=K85jIX=Spbf+fQao8)yFV@kV
z>j)A3lR;)4Af`AGv5heJw)`Ro_AOqZGKNnfTM!F-8qr{8#{c!>ai{Yz8y-&RE%b)s
zgD=2T#NkMaB}o!&x=s<(wzjUz3ngvhucY=_1)7SYq(HL3lbnHaPF4;*Wv%D!)$FQi
zWhXiwkKJyU!TLazSt_Hq;Qu)_gcZxzD@CTg~-)3ughtw`vMU8w@H7
zM^Spvmj=Ja-uyV&m$pgo2~!!7IQT!66~Lsp%=uH}Z~m7m}NMit74#hNQM^?(}=PhG?Ga}
z2M`@oiq{7%k!)yi)fhTIK0^yHUZgT&}Q^>8jtvR6|kVs`nr&5+YEd@He91qUA;!eZ&P~
z46(5nQGwh8t>NXSaqXkD+RK!y+c9XeAqX*tV@@q#PdQJcNoeF1kvkH7y1NdHAFFG*
z9P`;DliB&H)txkK)8JT6*&l7A#JE~TEXcK|{?$*$m}?S-PEH$ubpV6C;%-}!aaf@!
zd=pDpmSxudD+h+=8FVd&=AY51K26l9V2lf-d;aC7ZwZl0=+6@x*}Bt4m;g+3--vZY=6yE2jPQ|6lQC5#G$&&2WljpXlFPNRe3cIo
zJXu|H`u*ZQe^@mi`UYGG`1B@i^SB$-=K}u9@5sl7&tlGR5gI#rC&H=VK(9)y)JU_6
z^>JanQ&SIWrYY$b=eUAfLS1L8vq?GuWwfT$n3wmLXPT6{_v13=zgP7>+~?Nonkc<&;oT=?>{;iHd@VlF}&M
zNH^bjChmRqK4yxtQXKo!8&GL7tClTg@9kmMBK6$VNm&q(*R4C^FRLSYi|t
zIXO8hKD%e{Uem5|4&~U6hHzwioH@Xs;PWgvSlHbX7EAja!k^Z)A+lpWEh=yJ8Gq)6=P@0y`e_!vEhk^-J7$)sM;$Aa_%sNFSeQSzVwR7e2-%t)~~7th9FRT3kh9<333l
zJw3gIv1-)>ox6fIebMZSkstH(PtVTIc9lmwZ~NkB#6LPcF=W@9Ts7Qudu>S&PPq2t3z%*+Eg&1SZ(*$KL9BwKaUydQC6fdBYg_yK<9_7d
zFDfpU;!ukIx>jWR6~;DF@+J2K)7bkhT31K9D!Qr@!~C6RZCUp3m!OuGmX^nA2=zAR
zY8_BZQE1F@v>NTXc;MojGxZr(Wmp!x*S;STlgqXnX~Ct($8Y#pv@hYkr+pQ_Hf+qv
zmI??93#&;nHZrcwam>uH>5nZhSGarUPPkUCQ-;IDo6+9du#S$aPj`wmv`ybVuq-Qw
z>&Ov>&dyG60gF&F9tAs{>uRbn_$u{bXlYvA75OODP{dULnhlOU5G3vsnfSDxVK(WT@0~
z^Y9dV^BQ??e*FH)W%z@DKy{6$yZaT~{Kp^bc!Y#%Yy3Su_3%KsU%O|ro0=|_
z<>%)gvmcGtXiT?gzm{WC7W&j+>pcPEnk0t;y(?E#axYxCz-M7$(fgs;hri^=s(gp3
z-c;k7q2rfVZsv?n(bd=YNj9qD6BZUOe!88%=84GlpLaU@`%RT1pzjN&5H)6FZb`T6;?M=I6sGSz0VL_93Sr4=026qUUpNWl)wQIV$
z?9q`~y*{l5`=eG}3h5cMrav7g23vWx-`>%w>iPLo$HM;@B3jbylq;jq@XT0a6dq~9
zsYd?jZmqdVFV`Icfw|MITwPyZ-8`T;~i|2_<=%k8QPP#5F=8PY~-~n|D(-AHLT&5pFicA60lN}
zjD&6syoyy%4=L!A
zoqNR^o#(QdTQe;`fBWJu?9=ba`mwk!S0mH<)BE@D^~7}jt$SGvZJFTi+zGh?+Q
z>1k;y&c8~eof01neo+n)_c-O2?$q38SP>a8g+m=is|OM>FMbP
z*zjEq*_qhnVF=7oXCH5_Y##c8NUGJ5EO<+M>wE7%t$4<`@EtihIeb1H?VtJ`4}1=n
z4QfGL7O-f$S{Z%u(Zh$&w71f&Sn=)2HlFh6i#$G6TwTJ>T@hhPc>Ic34K>Hf;ctu9
z9@}MOWAidJ;>C-tx_WvI13PdZ&zTQsWF+MszNg($8X{rci+iecLcYx+`SwK4pyz6T
zL94<(gWCcE0+<%xtgNg-VZPi$uN)=@D~DR!TRuJKYaYCF_iks9+wsyA<62st4BMG<
zty<2gDz@U&^Zix>O(zlgi`tTh^w=3ioTl$p`LuUcL`|e@8GCqx|0f<~BkZoOnq(|DRbBZY18+O*?Z*nr4ZLwG38&nSPhL%kC6}fKBT~_Klg+E2aAzHv
zz@tZ1LJin=@BTBkf2u!M89^f9i*l}$qph8tVTr$RW%Ze=BKw+4W@hnH_Fe}yn8l1L
zqrZhp`CJ=K>#9pnoE-|7yZY8;bJW*&M{h%R
z?ZFpCYUeK2+3yxhHmr~{F)?{|I@%}Q`OiQ9Ed2E8TU)VD?}zrWoXv{Zts@`zx^n^d;&c|}&8)x}E<
zk{OKwQ=eb*Ok%jzTWaja`eG1dx=o#@)NX3)>gWVo<3y{#aO8iY!J}W=Kd#gm(TtJ8ajA3@am1ucZ`L?Y-xod==g4$n5OwEd1-;M(oit
z{ziu&I(qgFz@Wi_f%q?h&w?k0+KoECzV;Sz&fz_lu4!l(iLVb^v}{c{A~8W;PBSCQ
z1iN5~l=f67^6I=>p4sfpXB;VPKl<^|D!*g4avmJYo|eXo%y#bFsgZ7e7JvL=V_T2W
zDUVU(4+#xrXJ$SVqna#t?%ci6{>C_DgxbYI-BoeQRk0eaeSNWE{&wQ@>z?K{)CTFsXBl+sLQ$?N!*P=QC}H22=@01Q&FiOj3%|jF}wi?rslo_Vn@b
zDc-nn<>Zr@vD`UDECWCzwq)a4C1hn!0BQ_aC>B#E0z5E+`$*zm4Ykk?K*XuOOzHb;
z7&Cqd1DLM4vXI}bvy{bRu;o)*!sP7n@0wsptzkk28y({TXd*5d}Z`-!54G7R=>C&a%eSLj;
zmoB{$aGJg`g!Fb8_ck@$DIcsVGCgoQQ99tb9u}M=7Z+Ee&ihAth;ag!KRj`myI|H=
zCt%U@JwXo(LK55~5&K!MEL5uaS95`n7nfFws}Mlm#Pm>!58&bv;bX@>V=i9AWsiE>
zP7LZMf?<*GEw)`b^~6uW;)6r0hw|rTI~~3b4-Rr?XJ;2@Sao~POpWnxIiPw)Guy60
z&%wbV3vg`$NM~~=6DF`gd+BDAN4dGVvlAuGk-#ag2bWNqD41YE2{th?#Ufn_WcX%Q
zA}sJ4mb1PuC}{k}at(QhEE-;ux}({@K5VxcPWF4BSaLkddAfNg_6qx`{I&&@Jiqr$
zDy%7|@2??QArhdBFh}?JvM^~5e*UV^UZmqkj~-E(M>@+2*6VsO3ba>%9`J>92DX-g)wL12rCL80XsB)Y7~S2$%kF2K!SLb_0ssCVF#B{
znob~URSETH1=VNTbYp-KRORuQyqEGQXV0F!$lrT!NHxPU0&JBaF}4E-q`*N9%fp}f
zJC0sl%_vy@tra|e(~1R3Z0<-}Nl8Z(W7RK$w#s0T2Uo`vy&~D9UbR1K$n~5X(}B*K
zC(&44G6<=a$fYrtk>JRekua;}Jd@11d0#&+2!JYddsE;hcKOgJBkRB2ZGEog@arx>
zAYqzDKG@FW`&stw>q6wO9K~P}gsb}I%8DQKz+1bW5YDrgj
zi`69RyCLz1A`yaINaJZh2@_q_vh9-VxlfBtj#OzS>lHIpL|>H0?^x{DldHMdH{gaz
zC`Y8Ioo;wkdYjVCWIfm-rU=RrD;(GR?%_siFkUDF&2^XuindYsJ>gwxzYp@%mXZZIXIwVt?ymQBDh9hYc3;oV3D7fqB=$dl5@2XMLV+
zaRHP#0kFca^=cz#o{hI^VI7-8Bkc-JZ3EehHfb45=X{zXpU=GBm>;PSp`)?yM)vdl
z(&E%er5L*~3Gf2E;!opFjcSr2oF+T>YowX|8S03fMGf93<$W~pxAeDtvC3Gy)668>
z{{2YI!_Sfr@bJikbYZ6?PtVMlc23L6%G&iL6l~hE#U?6*cHv9=4<5YWCOrBgFfee3
z2A%j;`%4~jiTWiv>wVB0u!vd2vjY21WdED#w85l6Td;h)>
zAhcm+^vj^4lPkE9U>G$Po8%(C)8vg+`F}9K3}wqdWI5a+yJYd=^BH{2hHvkzAk!u%
zFJF;%{j$_c?z2dM*_~Birv5}yah2P6iMC9Ax8&aUbo!jf9^%R*tQveBVch$;V@9ZS
zfaY6z+B+z9I~H;tCAqbS@7XenCV94ujKudYt!*{
zcSVd^)dG(Nc~56RqwlETZ5Iw=%&uR*E-oQqVadj-y;z0yFn`TEVbivXw|7@oygGSX
zNO3b|li}R#%%cYnE?KjJ_Gq|B)%7zjRxwLkx|$*W6A9E53hN*5zX5O3UUzpB28fr7
z{NBI*ba^eO`-|JY+wACelfR;*-U?gSAhbNbsl2qT%)`&Gw}YFm
zrL8R#VOS{RiJUHQ4&BO?W!MkA*MFW7^^#|PzE7$Y^n-rq&N%1+qF#V}6iUdN1)F`9
zpx_->9e7sC?Q6px?snhp-fAZ6qTQbF&6|5W_^y3_1pv`d+I{qPa4<8`)S$>HUAuPe
zW-~(hZAE$$qhoqAdqG
zdc%@x`A&a6^yHNO4n)u9lq}bv*1N}++$FKP^yZ>vAZ#}Ki`c2R44ojXk?aKy)cE5O
zxo%Sf1k12?#Y%~W;|;C{_i8Cywx;;^BWC2rv|F4DHK>^$8apN|te9$2FLY7v8NEVc
zTwEM<#eOqh@_DoVv|kx4lnbpuM1#M6J;N`d&0d>?{t}E?`dCq+xSii5sZ%Xc?r?Ts7Z0BQ_8dQULmLyms`T(k6r#Ci4V)tvUN+*ckz?@j*l7u7Nt`tV1c1eG~X
zmG~2-$stt8n%};Cvu=k9^as9}Kx(K8MU9PG7~@KW)7}pkypM?CZHc$Z8`02L&SFvLKkJeLKNeVP4G1ons##g4Gov!bH4Jzn&Tj4@CXCnhH&mE$xc
z)zjaM_EZPiG}wwls!;#|fnZ|9nCm!YZPnkP0j(U2T$ZSGfJ5M?(ij*95vMFEsk^;1
zmX2CiuZCmbc`e!`c@0X>xQWcBCC35d-1WDpO)(}S&_T_ta7Y$Wxa*o+=iJQ))x%qh
zyt->ma}@!%do`Ug7DNLkOb9BYBap%*;8-#wNbpTHa5=UfYYuL1Ig*&MjYgm|Mq%bE
za{_xDJv}``0SAa;#c=473pA)OVB#qIvA&ut+r)cocgBJ+N@d%RDJdy=VibqV<)sZk
z2B2kl6sO-?!x#xZ6a|UAt1&kh$j$x5i|`d2_Yq}QHPbp~B#|sjO2~=@o5dxOckqsA
zH{P>9B+C>mEiH43%CVRU0_v_p_OA$-9o}E;C!`E*`>T&>P6Sp}2cQcf9{VI;Tw>gg
zEsl{V41f%Ex_N7~BNRIsh*Sh!5v7z$Py*(U14v?Syg+0aA+EMuuKcA$m6ozU;sX+I
z8N(%dt53lO-V8^s{y|3f?#eAS4*s5;7X!lroK!*O$}tUBw>ZRHOgu+eP0+cg(Z(gm
zhMr&mk{l+?NBSFczg96FyAdy0mb6p_8YsJ5u`O8z>-V0!is`6KiPgw7{QBx7-RjkZ
z<80WlA^Kzu76@xOR6?XAA1eZ_zAqD#%qhrY_F+v*~e#l
zA1m&}*qQM^e*9QoUEQ~|)OYNMR+{kgcp0Q`olQG-^mK6du}>WEdCrW5?L(2EHrV$I
z8&|(MYnnTgf?OL(FdsoefoC6I`#^|2b@*4o&e}W5rO9UdpgjXay;-W#=rHt@`uuqX
zNMh!|e3CA!+E1V5rl1Y{8HgPl37luG-SJ%dcmy;vj@`RYu2`{xCIHUiK8@dUh}rd}
zw<8IM;f?i&@-h_3Rwn$ijE^9_bLYB{M~K>9%oz_gKI+_41_G3d5A*1MaR<#qkz=C|
zzWamQ&NzI7(YL^}i%DWi3u}>j@jcxl42ZU^!(8STXSmW8$g#3q*WLl$cnT45Bb0*c`>Cuss==QB~J^yHNp
zPa&tXi6NyFrHY^^faj{owolb?@o0SW7K>briVSUP5i;6U850FsSrS@|ubG|dufn(z
z{Uh@-fCyG3Uw0MQP^G`Hy+VW>i_zC{dm^G>C7K%bk}c50xf~Hj1$>;zu46ZlC5b{r
zr>cJeu@?X*EU#LlGZYmL#a0O2AqN2a@S(AFm?c+^2W!?z*(c2#-<^
zA3g*gqmK5~N2NB{6`4pvWKx9U3--Htd_O=IXr$M0ZeBZ3@7dVq$@o^gR3k<^&94>^
zHXNp;{f`;p^pjBRRa+MeS^t}er{{?Y=Q2#C5JNK?u)lOxGC{hGLrG(vbeqN(wR
zWP`GE?Ii(K*itz=V=_C6De4)%K!OuLJ(?;=?d+|HLt(*%*rl@8RtDlDM2zM(mJI7nj~pI
zK}FDR>jGsg7%Ki+y`|e2EC;zd3=)dtM5`B{BjF6#+JuNDn>OZrZ0B5~rKKhIK5D{x
zyRco-n>TNcSa!&CQwzJH>3}0?tO=*hh&Yq|r3Dw>9+5&q*)r~)bKG$<93?qwFv)1B
zA5NlNH;h7>1eM8YTss@fj@00eT=}@}fL4xrY4Xz&B)d?2f(=3qp?}!gR=<9p1==J+
zIoX&>vFdDMWK5vu0`Kv!-g@Z7+?exR7-Uhly?akjjrCVSW&yx5j_Hnbo{55f9E7p$
zjtKLYgJikV_2Hercma}hi#D^cutb1af(YI&wz^?&ABBQOO_IU$J$v?m3NmlmvSp;N
zUTv-Lu*}UdeE?{(viecAH2DRkm%LQvl?HBW*1RAfHZD-{t;;e~sYXwACGP3w>*qJUG3Krdy
zck1Co@N`r-M-oE$y9e(Ur6xqywp&-}ZasH%d(8HGuc1#yV9?0u(xNzS%^9Mt@dx3#
z=^|LM317@bICgfmB%raGHGMmyRt)4Uz<*yPD23BM$tV=Xw%L
zjzF)7(acr_`lbfExVW5J6ph<3MDF(%w2Fk@rsg0(8qvC%p@iRqMvTJ!JI{f4Q&MpEOz=8+qr|=v6W;NCj3_JYK@H2S%`^UO%b_h;d
z)jo5wrTIsY_U-!~HO2Wi?PX=1?_nbHYzJ)8O5L`pn5kmGs^b65zvdYwupOnaw;W{4
zQpC3cIWzpA!GB5<8`c;IOj{2ggIn*8~*WNS;y(Tpbx
zQQrB8RQ*kN(?xt9`Z$f6{X(S(#NTu2TBhjl-@k8&U1PHy&Iv#c$WcNW?t7}Sciz5z
zdjzya%J=BEZ>{9XS(k#m#o*dA@!iWbzGU=t$kDYZevmlelagh;yAph1I5l^MXe@%(
zJue{flX?%9f7iqP{xT5m0q!g$;<$dZxx&!-@XNjj{Lc7X9so>5uQ;Nq2IPG0<}poIZMl=Vk48f
zG+F8qgHmRnxHvE6_K}g9S>8r~v5Gh?E!;$;W_AX-U(^;ibvJ~Bg&EbQT?c#cCtMEs
zcckOnX^0<*+forHaEniwgasRiuITASLT!zN52oIJE5H@d{lxhANAkoF^-#@u*5CeK
zCxI2XB}_V?a_8K*=)}}i5m+8#Y(#My!m0tP_mOfTkB%KXMob`vptMUg+kvLa6ZNGh
zCMG^XF$Br__TunmcYl8qe!k!Ve4C$N5wD$ps$kY>E(%2^MKWusfo@vAez&QqDX~(-
z0y}oVX4cwV+?`(b76uv^FR(kXUkr
zN6O{FtiJ&V;QN9As@Qh#etq6Pm{gRY;1GtUnsO~7$8o9)#UJ3$hY+|!;X^RQOi+VK
zsz=H6(c{NuDAIym>R7}gQj+3viSU>&r{~;^^CQ3jGErpJOpf()0o(&G(i9^ksmfRl
zBb!*z29ko=A@(4R??<4)2577a@b-=bodc85fN>}omWyO8eCVhOpxWRmZv?ckUIT-I
zTD!ZWpteV#&`N-KgKaw_nHc~?a!IS{;m$I`cnQ^l#!d=R06JuW8-I^K2}&4K%sV^T
z9Y}1M!|3}I6)XCh#3a#r(wX6?DM8z$tJ$qgv2aLx_QIiKuj%r_wIeHApiameK9`kqa3TA
z&^-mDYN}E+0xN?~6{<`|YnYCGhYh3-Ra7Z0O?#}h&ya*NFE=+gOW~V3IyxM*On<(6
zNPI9hjgIJTye)?ojX!fn9t8x
zw>}W>_^Nmv#?9b!LG^MvtUetoi~$}HvTs$*=Iz^!@H6;P)#r~NZ2?RiI}ETBD-TSbY@q-?g%qJ&skFk&eNa9(A0wzVmB=MwPgb=WP?CI4d8@F%g03?(OI9?x`4U`12^-6*v
z_o~yNWPCh2gX5Evo4eI9Z4>??aiJs(Ofd25eclSeEJ!8JDoWGg*IC6l&HBk??XBL2
zFW-aMG~&oE2^vS#50aort*kTZUo12}7xghVD5@$|k3h}}K`n|E^?WdfHz_5)0x(mV
zOtw6i?$Nsg7nmkI6sk#ApJ^ClM(o=CYz7^rSvuj5E3@y<*5?t5IeB|2S=sOvyejgV
z8{72lVxpcH_4w@gWu&GrZO8CcN&wouh9CPac4_#G?5lQK^CmG7h0;9);X;vov#k*Z
z4B?^AJQMzKhrkbWdBtusuNqLIWHLgN%v4Y10l-t(UR*VV&29g=dBH`JR>2~q&`8d@Q)!AZ95-HHossULyzO{Yt
z7Fo7z&5o}a&~n^_gUHbC-Mg)C5=q1*bJ4%(Nq@zD%}GGXflzNqwf?=}LDT$hnDRE=
zXn>*#IVdKN!qLB@s^7pedl}P>S1P>ObF)(fun~FJxaJ7q$FNQjV`78jmg**^wK@~Qq-L$!Gl*34u>0IE-C~s$H_j*C)(}tofBS`6q
z20I}UY1;Sl9?;BEfxF-jOXG7&7_uYKM7q;3G-9O?J9upeTNZYIGU6U>${uLug(
zv{{&Cij-iK%$&d}kZ2O8GP%WfE`;t5!_Sgs%Y-skg;l*iy$rC_2vZG(`|2~dBA*IN
zl$)S}7sZO08t7;z1`JNZc;ja}2j2Hc-OaK$!iwZhvNegu0HH)R>qdg-L5)ZReiAvX
zw|{GI$NtY8>3kBGJDVY;1uYc5+lx&JON^5=-D_An5rM58`6u0ebe4tDZ`yRF%HL+r
z5#He9Zb+ETSQ<-R@>`KvBZDxVsjp6tFs_N9Q*RSt1
z*foww{`iO!Fd_j2AdS4H4aa;;m#ofH}
zrfkRaMn|$|iG=}sXY(Y}c{yk&t(~0_AoMEw>ovH5#Hc+Be*ojMfk;BOsDR<`iUyNc
zs)!O3kQ6H2=b_UkfB9g3hj=|vU7duw_xQ;1ev5&38>PRGw2lc}{rc)AKxQ(Wb&wrR
zt!GjPZ3$*;Qdz9xa+{QQ5v=5}A7=;di(JJTo^Vx5HuSI??$DkQG)<`l5ir(Ef_$@8JW!rC*(VJK^y#pZ%Y6EQQgy9y|QPQ!Y?M(wVd
z$tINGl`%(epch}c(z4nJ`R*@vB`lObL;K0FgJBQ`0dv^bzVBJtu|&d8OFK#k0Q_Fz
z^=Y_24p=WyNGRrKmH@EC-ZoL`j@b&Z$lQrMn)ro1vmr#nix?r*au0S`n6-Rd4ur#ps9+$vnvTy0v&t~3W0qS1B*%*
z3|fZY0`HEz!1P@G{NgaF+%drr0zZ#5>iy6oJcuMGt#Mwwwh(|;}(ktwE;iqAXN?
zA`v0#J>4NtDp=cN_w3oT8X!vIN<-a;)G7#4{t_S(2M|LLJt^AZxAMb2s*>8;+C-lr
zMt)@6k)CRKK!bABI6NTrVUi-TDpb?WLzp8-F$aS|G<2HZ2pa>H;y^Mmgdz;h?8t&A
zh3G_3-;+?@fiQJpzqEfjl|^FszR2|Jj{*8*b$q!?S$TnrXYX8b24k;v6)d-lQ83T~
zjFW}41q~H(m@iN-!jwtb84}tx*O$0Q;t@kW=myPEL~RiyJcz&H#%W^JvfA5wY@%16
zEOSTr8Hpp61Re~l1QNXWA?;gC&eOm4%)RaJ?TtxobW+32ic3nC19ieLAwayJq*bDR
zR+AX+paJDfv~4$T$hruhCj*icljE=~q|>wDN~IieS%Hu^N%4aaYuN8AkcJ#?ugpJ0
zS0DEYAdk4p$-A&)h^|i!MigTQ=Pykb_R@5k&?PD*skjrP$K?;JtRSO(rF3I&Re=wN
z5E&R+32YJaP;d50`>O{F=LQ=|Y=uSxzqDy55%Ixh;6>sh)(*1&iGim7I+!#mGhq?!
z&p*`TxmNSvSGT@9=9rv4*(?~D-lf@LZakeck`TeokoWVDAX
z0Tz%SYZRAK&dR4;ySQY@5`heoyf?{ScUt?t{vi}aR;QEj*yF|jc3&UuhyN|z@V_${
z|MQ<^rDAWfgQ=ieBnxUDR5U-WW9t@jZX$4uRGWb-3J{IzS*
z&@8X<^TAs~7X9(59v-L}omk!^{a1uYY+0tThFt$kHw<>(M;xhgJo1bhg;Lc&l25bs
zu`L;0c4cXJb*r9Dd|+++^vfaFg9})m!1hKw{7}LJ!O_DJ>}W2sDJ9bO1eaV0woV8_
z^7{`TBK1rBAGx_HXIl66nbBm?rYuOE?%priOO^?@wl=qRm_Lf~$q>l6v%z9Q#EVg5
zA#`LVHicwEML$6+aZrRxgdiGCC?JnT>fa+@g!-?7rc;9
zd7LqBuAN*SV;ub*+-81>x+Q`ci`@_TpHiXoV3R+GYkCHs;#Z%8O4QQTMXGfdYhkJy
zfo9K+;v$IF<78o!%wUWnC;;@&4-({|?K%Vu(0>=4e(5N@*&!5Vc5~
z7=1S}Jwby?Fjz_3d^dhQrde)Il;(^~4PTyi<1^k;c2F>!p^lB%r%)*;YISTqnqq34
zIp!8^N{^y)H&2kRnEDo*K$g
z1~|f^!8Z7c77zJC4k%3y+cxjjyBvu8UK3Ybvsu8Z*`ovaiWKgaGdgU&l4HN&0z
zh?xIjUtdT$lr;~u{Alb+gIgAQ?s+Qdqyf-~fR;;A1WETOEr&w|A&reN!ED;T-M)x7
z{-F@L>MQ0}
zZVtn`v;>+F6|~2dlh9F=Jswe_+y(81uRi+#n~Txpa3`Ri-3sOTcx7fm>kuJtyzrDl
z)BxH~EO%HB&(EYRA}C~2Mh)67d*xo8>J;GgWKNb$W5y=;L*Q;(Nu0-vRqWW^frdXf
zoFacf)7^j28_RcH^x=>BDvJyC-CxXBs0Wh|%TRC7{m8z}@?S2(;PZd+l>LtXzr&V0
z_f%znncFXsE}fdQ|E%=FaFF3
zE2-Bdc4({-UnjAAJ_t9J)4EOZw*THw#40Kt7aq?R)vSYTMN`TvQZ
zW_Q}#Ff}T?48J}tHs+ZU?83i`cO
z=eQIg20Y83U1>A7T*mdv{T-jywCc9AU6#97eZ5Ikk~HYy=5i|!3sDv-i;F+%vCj0p
z5QcxMuhZ^h!M^=GqUjgY&FM2gyDk(7%DdHwQUja`pLz&Zq_|L8&s%?d)+3{7?a#eW
z_XXoJr+1rv2Z#TuN9a9c0eCTgF2MgQqw}|e{o~1wqh=>imLq5hHJV`Lki@;TS$DD9
z^R9<-RHP0CD)IB@zru4cQmr4*nNn*~hLR7e+xpf=XrsEWY3t3qTCL{kq%3X-q6Js$
zS4c^5=&S9_Un_D%h@6%{p@c7EjUR}@XG38-V_{|a~nE2iR=?zB&h`0ll4=n0DglIWrpR
zp=``h3po-uX2{D=yMw%l_@zpW@Pyna7J0N%%YdR$tGZ*Z+v9Q>*1eIWSOk~@y}DOG
zxDiq4->q5tZC)Dheq(a|EU?|_Kfb>%rES}Gp^~$o2{bc5zz^eWZ5aFVcY5f
zx7|$Yl(Ldi7kb*i8pUOYl7@@Gz@O3n{E*P_^;9?{E@U>6VlfKy^^p5>j1i49V6hp2
zWOfxE9irGk(&2@_1g@Pf^zoFUn*k+vJ_EFU>3giD4NOz&tGvM=(8jq?Sq1dl5Gx@O
zR=~3Vbo=BA;l>ZL%PR=C47E|B*J8ACH4msJ{lT0)SjfSEkp}UPUdfdu1N8W&w%4g-
z9x|T5GwBO0k)fj5P5rUh1!KrLu$5Pf)kdX~aY&5;03?0l&SlME!NI-?<^p~f1pK}v
zo~K197x(8cgX*H|7;4qut6$;#DtqbW=k5`9NMH2y^j%ePT7CzgXeud%4h#%DPZ2$H
zX52(%i-Caw7OP-b!Te*Lp#@G?hT6e5L+*#!@`KNWuRN)@EL_^(VNgut`g{5u5jbhU
zglRTOjD2~skuuR_zYLx^cdoG4Iv^=KE33|i2D2zG)vWPdUjc26)YlJy|0{zJ`#Vh<
zkoGtxH&LJ|E6*?xLEg|6O6Zb~W1fgTIzJMZ_R&QPl73)RJ|}0VNeKkiY@&M*e+9JJ
zZoTx{!*
zrw`*2rw@DjtUmrQ>+rK__=bNYNMDg4`kL>p+V(TkktohEH^dyP0$Np6SMTxJ0|j5F
z7p@a3TJhGh@$o6aS6hi%IjO6X!w-nv2y#oZMf(MK1OhCUZoW>-cjNLSxB57LGL2(2
zWzcXKo7pF*B~}5Ejp1LzjPJud~5uXLBG31DZWa>P;Z&H`NRPmaO4K(XAvgo0r)}uA_P4zWuaA4pbB4a@=
zi}7g3ZWjrf0cIuoPVtMwK}!BxXrulr1=l!yKY#cA{OhHo_&k{8%RlDlG_OYGUA-G9
zr&Kx@?ae24y~ZXY+kn)cz-LRwkAnl2l4BN7!YXz9)U{N3K5vh2RNfse^5Rs7C@~Mf
zlSxW8L`PNDu<}6SFGt5MV$-KXtFYAJYuBo-uBN%54J+758xO>t!$PwH&Fu4F*ZC*=
zosnfrJa^Vx*BWQEda8kr>}10NAU*Z$?CclPO<_8Y&6zYjpq?hfUuTB0*471ws_exj$_B_kccm_ZBlXCjCNIcGGwuyf(na@lF{i%6gIS}QJK+$rUIr~
z3TIg~I@6z*A$`0$ZkAcEnrQM=oI}N?;!)t+!17FeQ*lnp(FI5<$Vf6Ms$i0}5`*x)
zub75z9Al4RRlM3Pb5~S`s`4XrwD*;DOoMGu$il4A~V8tQS+_
zcMxRspF^8V}}A5X_!yZ|$njOaCv+d5_zO)`LN}j69
zqNp_*_PxoZUws7eq4Oz!!yn8~w;n!41$T`i{RNAbt~$i?JG!;XT&hTb>$xk`$Ap%k
zprU{39*Kkph2$d8{Likm;6b@0ut{a#16S8dDgOE^)jXp4FRpm36w8bsiC-QPN#`2z{*lkP>vfs%4w>H>p^Khligh)fJ*=
zqd!uw%dZ<U
z)&b@LCo+CFB%LsRl^1y$u8&k01cXr3co?;AewKZAlN@E$+ti_9M$*`|F6)?ZuPbS+Q~W!*$>=Bkl_XAg#Jg+>3^K?+L##}dL
z{jknV)~jdmP;&QXToSg9esf5Ju)VwvR2z16!hJGRxfg)iK-t#^#C$GRrXbPjWK
zIMO4)I`;%yJY|{>i8_QngwA+J9KK>wTH3VYt5D@r;=Ep40_WoanFRyef;0_E2&x-ZRP*g&LPS;eT_SXHq
zYT5OAiH9qGn?x5Qwvvi@^)){H(-`0^HIhT-80v@X!Xmc@rzvAcNH&6KipE|a0TTE5
zy_lM^@)=Z|tl!fscc2}YUx*YwiAVMEzf0&69@sN(g>MH&rt9aXYOe9w9%B;OAG!TM
z7j{^@c3GGoGWt2414X%e3!a=>CreeJcQAU)Iot-*2M$dZ~~jMab(P
zQqF{>o&mPmnu&Yo-{V`g_5Tzv{afbsZ!^Mfy=5nw&?@;Khl>FpcyZw&e@R=;ly$E_
z&IPE9g+*WFKLoEzY|e9g@fQi`f0|nV`;YK{kofyPBko63x=6nwg!E!pvXv>6uJv@B
zzRyr$!$Dw*sdeU$ukrc(X8R|EH|SVXe0QR+id~Et#aHDY5}23v!=?XrlIbYKZUQJs
zI0uAuk|lwUgQq_oG0&cxc^ziiE
zS5Ohn{@(z^ULm7^a9pHYv!=4?&)dleZjHxL%2$RYg_Lr{X?k4HcK(JaVc1*?cA*yt
zZWO5Zg#DrIBTl|A75&ZGpmwAu=m@HxVx?#jssK+Qwr6FX)jN-?qlsRmcPQb(JWU9f
zc#=m)L8TU#@d|d%%$xj&1Pz`f5~stm;|iK(ZEe#dBO?_qUW^zVG`G!esG0AihHwb{
z;1&(1C!?UH44TZI_Ezjo$${6WticAtEOJ$;uYd*V3*!L!?$4Qu)f$?QP3Ms_lu2(4
z9BY0_*><&P=DA?s$R;03POQuAoB+wVl3HtY&4LC!ay#cGnsCp5VO)cASU(@GvrWJ3xj%$rDs6^Y-B&&h@T_f=-i#P@j<7(+Bv$p=aK@!n;N_xEs$VL=SfG}*xvc-p>
zq`?FrX*>V9l}Hi!p=;&mWM_&YKwVy}-}I021;
z@7fDes=%2JQ2-;}LN>AF#4^}#d79@pfbZrdxColTa4sIR7@v<699E@h+TZ0<9Exro
zLX4=SG$Q4H>>}yw$CQ=NI}6SLMe^|AkOI8&3}i1Yc`!Xa%~Qh#O%)dNuW-~(`_6NX
zSJv@M|Ek}uR~gtIJ0D*L_Q#%5ahAFCr|DmlB)QlL7jtHzmh;xE^Yii9b&-h9@BB~s
z5A;7Q;^}+8bJ{epLFLX(|N83=&Fk&|B%1#tJyQMdIwzd3wkNaxU|1PjSeb$Kj``dC
z^sj(G6aPGc=ble)yG|gg;!)ha{KB4yZPP2bx%2RU`OD{H;up1h+8-5v$c2QJ5)39n
z2Z@rrrj?2YJq@Zybq5(VW5x~c3i9=ZH}a1A^^Y3WXapJ6XkFGhMLA&{NR-NdBi$}&
z@g6N$8A&I7_n>_@_v(H=_1hbl`7o|L!C3U~KG=mHFS=huu2E*&!~M30wLQ2{Eo8xg
zrK}$w$o~4Fli2K=IQYgqUBd(kw0-rzMVv&meC00yyOrmxMFjgE4nPegtBL+Pbm{
z9#;J}dKF*o;XgMg{pvb>W{YaOoG#1b(nWa>X~MFL9edWvv_J;#!UAzzuXTgb1SOAa
z$xBAsFj6SvHvd`uIcnWo)A`ubYAJ|+erJ;9hXh^<6c!hHM7@ZzSt|H{oeKW{MR@Rk
zwUGbsiT9fUJOJn?ul@O9iE6yTO=g3tZyMC#%?Sq_QiU=FTYK7$ux!U06lwe5#mDO2
z_FG-|mhhjaZWh|&vkmMm&-_1&;W&SSRemu-527;Cc=ch!vllPEWG3Ba`}Ri&!$blc
zKttg!*`FY_vqV$qK+A@4)jYZNve
z+S`I>vn3lc&z7r@Dde6MgE!-%Fqu$pg0fvGd3*ZC6+x64gsh{g;Pzvx;(7fmt4d2*zq6plP{R1Qx2IAYURC*Rj?ok^Pe
zNq;sZzTfWDAs(mLH*dI!kRW~R*BxL4!)})O5JVC&<)~Sc3sLGx_ab^Lsmy<^7i`hI
zagxwx_$$$D9*uH}5p?++M?(2wC4T?z-PP&wUpc)V9v&p=6TKS(}=WE}=K9DgvCG{y*z9UwSyXS~|wbdC1tC+c563>SrPOw5<8f`S
zbp{K9C9Z19Cx8pbomppQf8e7f?FpZq^DIuRke1v`o*F|x5i^ic25WwXIRU>9ND|(&
z=dF#sF>&G`#>X7rN51NnlLZZrlz;b}&*b}9PH9}C(-z*aZ5vx^tz+pZP;X-|?XD6Lxu{4!`g>)
zYE7@&-@cc^XsGixam)JkKh%bIR$6?vl2p7OwQ2n}ZEN>N&Y>_#-5GZlF~Oh51BDAl
z!{ycYgMy2d(r?jx-Lmp|@sk^sg++y})_&8pE#Q(tu=g-Lmc-wKvcjf~Ll)Z-?M4j6
zI5MH>I~BrRQiDG>5%S;Phlqs;CajWq%
z?Gf*aHdMSey|3zc&DkjWgScE%OrxTzdSsx~*&KtQc+bK@amJw?@|HSDfxX{yot8cB
zoS2(iyhk}fBG&4lqLLES7EI3maLuoNXX_S0G5mYf+~boo_MfQ%RM~|txV$XfF>W+@
zHti_CZe;!YN!h8l+wX8h?hbN@4u11S?%=Q2fV_Ezky|YF*N^3i-lX3}4!gc}3)&=@
z<>mvb!E29?p8(9pF&1(#doddT=M!a=G<_kYMZiEy`qbde(bsdJEh(3>z&yHj@Tlr1
zX~CO(|4|(sAIkml_mchQe+9Px>vetQ-FF%}15(wy
zH^<3)ab%!)e(0a6oC7|yL6cD!eZ2zOlP_ldH{de#w;1@}aud){L)D;dQL@P|L96t@
z$B;(=I>~FH8Ik@$VjllM5K(%4_uPCzKFUhgurreL+1^-*h=#QcOs)7Crqj|R*`
zcx;w`bh-Sttc2^6t|Mq8s3#39qT?*jK-q!V2@G-88M;;eg89uL
z4Uk$pZU{*a&g=KX$Jyeu5N2>e47sp=N>!bWuHXbIFUm=3n8F
zk>Z+hRXwaHPE5em0M+LP(1E0)q9V#IocV`VHRdw8;pxkT4thxt<3Eo4XyB>Iom7d4
zjHDJc|FRI=6@MdJ)0J_2$&$@7qO0-;W}MNh0Kt0GrgyuS`#$a3_;{lmhnOLbe_>cy3C0CveVg
z2vwux+ZHcba=j;y>!|(G3)&C~?E16E6ciMg#rFF#&r!9v0+vmt21OzsBG2MELQuLm
z51)KyY}!vc(t3tbO`c_NIicXlsT82{{aOk`Ex$=!ID8RA9D&sjT19Ev^=8Yayai?4
zi)Pz?-MDbE!=F?^aE6GCw)X1=yY2(Tu5O*F0d=bi-Kov?J9f#CCV|6;597G_IFLZ+
zk;Hl!Hj+>X79Pl3B!1ySC24fRnL_8d_U!6`yn}}0QrJ9piRlkpI7V(`t|*Wladv|%
zgY-7wGzoHU9jVgf>}m7&Zfl`@~-5B2p9s$2|%Tva($gq31(wve#al#
z`5
zB4+z=a7RTRkKjJAWh)8+)v;;f1cbSYWkOt4OJ&LmDT
zLt+0df9vwC6=k~8<-uYbNfQf>FdKe)&OI2j(g|k_)#>;eoIf8%9trlAZ$N)xfTyIL
zxk}SM24Y^T{hB5R`5B&^dABHOQni2DJJ;7f`EDCC${PT%C~;$rP*I71iGUux_M}vf
zF4uB+uW`2CGMG2cS83Sz;W*xso{hddPPb&@($!<-T|cMcEGK#f2GRv5HaX#CH*()k
z%RI9lhZ6Y{s{&5c>PAyT1x}Xg%G81#0gb0v0c#8(DWZN!#DyJ5V))Aed^|)LVI(
zPkDsUrXThccL1B5_WJNUmYi=jp)~?H_ON@}>mzwd{s`41j=>
zMX=0)o?a4ZRaW*j3<6itwobMw5N{~_6Qo<}Id(Xs1gsLzm`PY5XQ+^N$hq16xk`9F
zJiNTZaGKS`RLG*_KCk}$`&~hE8FA-!!Sp4MBNePZv3PahOq)`)d^t$)S@zXkq!PQ(|EliH|FO>7HZG-Q
zD5*&(lqIH!CPYY0S469Z(xy@gZFEzX$fSjkqNYWQq~fBqDHR$mDuzZ#QXw^CnNnFt
z#q<6&&;5Em|H9*^X1Mq+pL09T<2+6=vd7F7ZzlT;3^K841Iu$uGAdG)Q*Jo_Z%ayFOuNA8MPKy>vd-Uw>fqsIR
zt6{v!5Q+)CJi*9fa7pme=+c#TTRgY>#%pIw?(u65JA%mn+
zmBf7*d>zB1hrC7TX91~e2!%UgZ%HTZT%q196@&wNpQ0>dB4;#uNZfb{2s{oJGSh{u
zPYwqU9H?U&&9C$3FF*g25x2Wxe@^%NH>c9lz6sPYgx1RBU@B8xV(eMWq=DWFjS3F3
z(5e%%57coUjKB+7+TfUC^opro#!Q^J2uF8?YF5WyFfjzJi4mDUliDZz<`rTQTz{`U
zuHnu#;t57uiuR^2lO9#$hA1nK+I{yFg3Bo3G%jmpws3~%NMOz4LPYVG6Bocwpi(uX
zy=vQS#7~kbxy7*7&Dy<|S4F&WwUallr0LN5z^2O)?WWk4=0j1?v|7&(LtcIoZ%Bwu
zL&5kbY5zPS^u$H{q8GuEiU}$sK%DttnRpJ+{RO=rmyIJhBs?um
zjYfJQejN=;`xFv1J_csn(tJgP%+b|#0}!VQ^e?@4u+H3{tuw2IM`FszT=Wd1?9#pi
z2AC1LqcK0Vv4;w-H&Jl*k1uq80qKO%Ny{i6xGK>o&w0Vp)v!s1(LOPw<-;`OYB)jn
z{Gs+l@7eR+-NsgQ0aQewMohvziowJ~{mrYKx~+!oS^<|rm2W~Mvt^uW92KcrrQ&e&
z<&0`P=s=<&xU!_AB$_fn1rsraDiehzp2l0{@j$nJwn7Bdmde0u_%?nEzTFr&A&R9G
zg!z>;wQZ@mJ~B@6`NUx30$yMgFu*XOy2b;bxs0+v)SWv&)m|tUUB}S(6*4&~Gr^5W%c=#?W@Ls$&6*1Pf;z~snVM~?HDF4S6%a6k0
zsWI9;o}4M$$hxCC%oe)CB|2)|-Et!m#>vX}sP~Pmpev0BbBKk3wfcG`y&PYH(+>%m+sd>@tV^YVj=a1j5nalm6
z-ZHknQ$>eh&Y{?n3JpPg`oF0>?l7)t5LN37$}?v
zSxks-ws344PXxU$9{<=%`>wGtW2__vghTWhF{0oHr70nrGF_Wq>+gqSCiXx)N3}1h
zwrUgXMES9qlc5~6&C=Awy$W@}s_w3K0a2lc5^QswpykA>CMJwb7}tra#A_@Z;zV$W-crze?h_nimEz>)>_4Tk>u_sTa3q2&>B^AOMF=8bgKd>Lv
z_XKBM(q>$7mYc&DQ@?8INEQCts`(usG4-_*Nad0vE8Ad+u8qQpZd;}U9N
zR~Zkpe}aDy{}4iG{Owl50%Mfa1w|?U;X^_C(6L9eZvlPBCUa?#Pw}*&DeOJ5-17dw
zz0V3o8gj}-Yx6uWbZv2);+sgR@%3ZOwoXVSQWx`1NtvE9Ne;Iw29HVPmeppiCERf^lD~Y}s=8|=
z=`3odA`cS+nj$N;e_(X<4=8vdyx;729VwPYAZIs&4E>@YFpIQBqggOp>0yd33qr`5
znOZS}MB;e{XE}z#28A|}==@7m)v9l4EbpUDgP
zQ}*VV6)I|w-N*~7KYv)3t?`t%pT_eR()TwTq^SoOugAuO&}+_;p-X+mezC23%6b=K
zoLyX!VZ?U4Ym!gS*1=1!Hf`WC(e`Z&sa9ZV<(S0ENjE1$pZ1
z?Bh}~&nwJMuoTyv2(YEl$`(tymTvucUx-zwAEN?J5zh;1cGb}RWbaTE8Acx|D&tra
zD4BwF_f52f%+(8Yxbth%wsg1-Z~yvB9IlYBpJkIumQ|nae64=&(;ayu4sT~4e2MoAy$@?lFJYKy4)~N7E_>8fc)v|(hJNw)>NVTbp<_K;28@zGhLWRhHm~3Q6
zj1=l=@%1WF7^bz?2#*-pRu9x=N^NwZ0syzHGe6xrP6yM=?ss4vJNI0xpEh
z`H!+9N!Rxo6^i=6f~1SwS#9XB7~>XV1j?H#I^Gf=rmgNw>b^
zvjZ~;Xe3tOlKvI3P*j&tCWL8z)3GGF2oklpYF3ZcRi^U|!4w6b4vrb4-hC&pv9;4S
z!m;CyrZjzdTS4ugJWDabFO&#Y-g>#AoF0o9%EqkO$$xl8Ssab2ph|Ez;AAr!t3avGuf#>ZSg2_qxRb^2aG1T7Md^q`aj*)`VjW>hr
zKShtdFzFSW4U!4I%Zl&gLzRUO6&g5V*j{k%p%Bm8wCS=Cn-rAOZ(|FvVy1TnI61W*
z%on5|SuifqcRI3{NpCKj7z1mzK%cZOes8eg#H37z_*YcDuLfERf^
zZoCn;=O2WyFU>>ugl@j3r%3ud@pN3D^zxwR6hIqqpE-GM*_Ta88z93g8@MDeGTKNb
zS|(;1*wQE@HmFtGvKQDts4AztYKs5Z(4K*P&4}e5xAdy7@3-Wvybvha=$GR3HRLJO
zDDjAGop}jD2}8uErhihMjm9ads~gsL1Qk(zw}{FFA~nJCgqR)@z!E^o@g{TGFJ}@H
ze}aV-$ndS$^hCtYyRPz?R8q)w*Ke-^VnSUd@d)fw`x{Gy^?b*hpBxt4vtU%t+q81g$QDDYgzS=nK`
zMncsFDFb(?N%H*rH%4=IHqR$75Hll!#6wnjv;J(nXd?2*y+A%hUFsU}c8L9_{$q~)
z?}zVQJ$=t_rosODN6;8>sjI~2&j*3%j?HNiKKRk03
zVqtO^W?oi6bA!&_h>#+qej1dmnil>S3%|dbqHZN~FlO1|LU%v)%C;It;Wbuo*|ceU
zT-@LdRXNd!7cyAh6J3FM?+TY2PnLL-4)~2NtNe`oa^~26*7Ml_vpXh6k#yU5Ti4bl
zS^i3pxbJYH_Z>K}BP+|wKOkV_=+WO1&;8ts>}+jcQ@Ki`nOo^A^gcQ>vLAbx+(BE+
zHonK`xGRC#uKfp2w6HjZ+kIG2a950}Tmw(QI&wn!Gbk7JkWsPNq(g?g8=0xo@ZpS)
z%=9QuloP5tzAOi1@zb2Pg45j#F*i!|JTRc0c#{=0^Dnv>Jj?XahLj$SeBcNR3snec
z12Cjrq`Ik(U2kk6guWyDxK0F*%FG+6c;^n
za~1SP9u^kf=U_W!xn(T6#54*XZXkW-9&;;(_U_ed1haLz2iEtihsKwP)AoCsrQI20
zRjm6u;zR=a_u*$fKLIJ&12DrOlzOQGR9^^gn=w2q!$>S)tzdo&1zaY8WyvkVXa9Vrx(S#d&Fg2}_NIM^pS!9kv6
zS^|Q8*F+638qK6cbN-w$GO!n?Cid4~M^V?luB+4M6(IccL*!7S`Od2(lCG9>HW9PW
z#W7*!NS506+t-&_0Y3}n;sAWrJ)|gm4;Y^8TFE|v%o{iC(GoJZv@9UjoS|HhNTt;V
zV5`TDAAc*-+$$R+?`vT-PEA#8jznl$+>OqtQ4XXfI_R8&G$G?RDaG+p{yMV)CK_EL
z_I0g9dHq+4n@3F{?UqQk#es1~L`Du4>n$kZR}pcv<}Gyofju}3fSj3x;QSbXi34B{
z$?F#`T$t#2G>u$HA|1WS^>)ZoSmc0R5{b0)Fm=ljbDu;mI5qef;?u*257(hQX!W~x
z8*}AzS*T!M2EIQ+v5Tm=10h&aVq(GCi@@8DR>iU{RLyzg`Ukp!FVL9O=e;X&Jj4$l
zLqm;0qc;qQ3|X^g%@MG@@Nfl$Iw5E{nNC@}^LM0xBGHS(g-Eo0}Q7|geN<|l2o!l79o0K*N@v@X1+ar@ev1>}ITz
zgad210(oa>pFVvmP=R`mB(C1kvyT|tIyCWt$oP#AL2Gz^t#!m44zf8isIZW-Z0aHeAAcx8(myZ!YXCbc(!d2sE4A8<>T$WkBO{*1c+GsLaKS)EVV3ua=b<)!9O48_Lkf_mPh-D
zQhAh6*eb6A7%o1}6O8Y04|Hb1!gTTq_
zH*a*X9N>ttNH)2ds5wWxg`W|@JYp1O7;P{kz8z(IdMkCE*1Uk1Rhd3h6?%ttpy*3$
z9&L9!5*VF=Lq>;yJowllO6}xY&?Q(NPHrTJq`$Ejd%D#wB?7|PoF+eX+N2sgt}0lPioCOc=$QqB>GJg
zlQg=3B(gnwPD_&ZCxWQ5Vx(8EUg6=T(?8`scrb$uqij<9-xb=N9-3=!n8=J}($)cZ
zK*!WH!`AIk-NGM?j1JMqnT5YXyrs;4J-`Tt_XUt&S!qAO-X6|2-Z^sm>Ls<@1J|j%
zKi|x|{r%F9pFYK+a-RJ8hsBllbLI@?B=Qs`(&w*W=Ie4sxyv(qvsvE2@bCg16s&wF
z9_RWV3UK9Icc4n-{ZG@Iv;zl@x|r-b+Q>+p7gZi^@UrV)jnPEj6Bic;{y0w};TBiZ
zhB1|`0CMy3^E-IEt2Ny#e*K$`v`?M@_Oo{{Gd%ped=`w4-n)12=*gGVjj#$5!;#2;
zc2qR$1-{TQTYC=;3nUdsYaJZlq(UqWnmTo=E?_pccYLBQAVgwG{VIfo8?3>J
zP~_A`?{W}paS*i^Rta)&K;9f^
zX`K?EweoHd`Wp_NI+j23gmSsXA4Hf`cmd&?HOUx`9>6=3w7p#sXI5Dp&8~r^ogVUjHf>vfte*+sN$pob`13@rc(tw)b2^^f0+1)-0n^X|Quk
zl6lvcskj62q>D;i`~~dfHSraht|^SF*Hl-_MBbNWrN)k3
zyR-}p6!62Lw{P1J=4$Hd!ZF|-yLZ=;vP=#MnI!mx%KmIW(4nd@_t5?5Ay;mwdx<2{@$*nd$r==x??|Zzji{O*a
z86~TJ%w1=8ni^ilYyNh+FH=1{^h5LIHoxsI_r3ZxBRgjO&J&{$B;K)OM>W^0Z)CKf
zaYsXIpm+(idGrkoBy=2PoZ1W--D*%PEG*nP``lfMNUpNx&p&se72t7nm*%!Fj)re8
zl+=r=fbgI-VZu;GQ!g$$|3|$qNWJ0*_QIroz7iTLv$dmU_v1h1M+Qo6cb28gI9;e(
zyH=49=k4u189>Mf4M*fCPBYDa*u--XyuW><{6qs1VTb#+*K!1A<8swQNjz~PTrJ5g
zdcczbOW9?!ivwJPTE&6~8_8-Bo&uAQmpM4(#4q_lg}k5ENsGH(Zb=i)pC4?!AuH@u
zpjanu9@wIP!8Q9k8B^t6r6#kSFaJ}k+1;1^0|FKP>;N0KZSk7rCTip0da%Pnj{fCc
zk&kUyN5|;m@?2SV7%NS7-YFJctblj=p{?!0e_ZFMI{PUr465@KB9T+t5s3VQT_dcZ
zkO5UZjI1eMXy1_|{bVwI>jx3odmv?w`dA;1*pB%4VPFzx9fk)525RZ+_a&Z4We*r;
z;+A)v_57o;RVI`!te90YOjw+q=#EwSfaqpSPfkr8Bc2O=xs{-YeH9dX%?c9C}iXlnqJ&!UK6&PO7U*78^fL!
z@2{PHL#)<8waNRqKKCvgJIb*CRTM}5fq}2ukDXbx+Og82vTKmF{Ixq41jgU6_tK1H
zPc`b8-l=7K(0%BE8||y8_<(n{|K!OS4#;crn}-h{PM$VRj;2NGpQ5emgDqX;mh=lUSk6>)_lM6fUl$Q^kczpKDFu+<_)Q#`a
zO}VtKJ48jHcjm2I$kP9maf3^3X(*GYAHXU3jjQ(|4oId=TR~YO{pqTq2+dO81<&f$?uhwrI)LzT+9PL=^)Rj!1j)V
zQPL3Y@xY;2dIAQ?tk&p$jOosBzI4&7Qh)k8&Go&Xw4_<(r|k!My}QnACDI2Ei;8R)
zEmA|`JOaBG61*x_{>HP9ng0U9C3Dbu0_}d`p|U>Qk@uRvg6}I08L|^AUV%jDhn5zJ
zyZb17I<2KpVowe8&@wU#nv=3@7hgVJvN5DNeqwi6co?uk#+D{Gpoy-32sBO-Ene@=JOHh-AAxOJgH
z#-;Q7tS`6fJ&4h?!`7T_22n+`(g)%}FD(7A@d{a*E!(M^w9L$u*__*xNxeN334d2!
zSENFbm7%}gW0={x$unmvgi4QS@SO0YL1x`L#Vg6wc91i!#I#f<`szp7YEw;k|M|Nr
z7{qXb`*z|3x&frfzu;N5EG>tj*s)-I_4+WC$*cWZMLlX`quD#G2dTaKTJnl^>)j1u
zT4k5gPpygQXCS=}^tqh}HBwhsj>@*~#f|a&y8TCvL{O=@p=^SqB0S}yv2KjKNO)gv
z{j5gH#o~J32A|)aYaB>^Jzb;X^zK;}iv9cFM_kDpHr7@+CjKm-`AAz%`q=f>=KfmS
zzjf-XNEA!c1}(NUR#9-t^d5;kO(f;mowBka0!v`!YZze1UGkZC+H6S3Te)kp^PqyZ
zI=fcKfNO@A`?RT9eYm6`-3TYF`t94DbQN(7=WMl}aojN-TL*{l&@3ltMdF6F_4NAC
z-nq}Ef1t4-8+tTAg{R48Q0pt*yX!phMz#`3FG2ipL(OOU?Ag0+-LeF4+YOSdpk~r{
zva=QWP8iAHa@sa^PtOkvy&2ZP5%79yDKkXTS<^giZ^Y=!c3JX?fdw8WZt&az4Y1wc
zkRG3l%cVrff|`U3gAG!3cHZ8`3cc_4v`bG-SDj~hW17=4t94Jq4O4voDpJq9c{7m^
zJo)WJ7jm25$lZI$*zFze_*q_2(ay(b9J^Q=dMR)_(|mnRI0Dr*HK(pEQ2c#8Z)>fN
zG&FyhcJJC%=_*zOtu=5dADWx*QdS$&Tq)B-OMN5>UE##idS8D4ypQaWn^aJuds+UP
zUy$jnFaQvO$y^tgaGs$XKpTjX>|E0k$>ohoY!B{jpqbQp)VZwOR!3^2Vlg+{-B?9L
z9vbHw^ic3#3$&}uj-IU{(HGzfSg1y4om`llv?*l6)9JuU`}ge&MN~+YST)VjQ3>yNLTk(Wm&1g9yF&{YqZ|qRPhg8ZN@vy0U-s9z&Bd}sYNtA*a(fonit`OvR;Ku@
zD=;W%C9Q$SpGw33{uMy&RhEUM7j?C{&+A@b%eyIZN9gM(7X|fLPS9khVC&Rc)wT&v
zRpSy90_RBnz;mfpuKUGz;X>65OKxn3v|mlI^q^LZE{`}dK{4Kxhmq*+h#-+VDFh6k
z{zCT_IKd5wRd^Ur&y?>3;lazwy<^1ImY5S06g0v$6v^AR(j
zXt~K%lxqv=#k9N?1ehr!&T)k3V
z@;K7&xapwb!=o6?RbgDu+s`k!Zqj;r$15-Y=vM2kD3P?JJ$o8sNrdLG^dWDwvwJWx
zOouQw75^zZ3GbV|(%WaWWc~4GO6#MDhH;fKZTtoA*Z2BCRY+-ACwY8}yI+peC70P+
zm!>qV(yf6c+v}zItCoR1*bt!&g(jT7%yRBrQ9)x;M|IC3R-gcV#X<*5_CPIrL-qR8
zx^)J?>2M^@_L($g6FbF74HE!>=XC2tATV|@Jp9CXz~i4zP6|f2ruTd=txh>ks#5V4
z)_)pwND=_nUeS5)8Sc3B
z*e}y0Eyn^%7itq&_-d6~vs_8ZdX0wP)4t@oN=lBwxvDPzeorDxD=fD54Il7+#
z4f}6jm)FkZWB-2bU%FB@GW>tP{#G0Oe?EQqxBq@X>sDSb<^O)7!c^SXzh4h8jN_92
h_v`=HpUCL$8LqyrKxKl1nV@6aPn#{d@YC|`{{zjaSg!y8

literal 34747
zcmeEv2UJyCmhBZqpZTdEiUI~uGAcK~Yfw
zkt`XNj0B02|J>l~uHRkNUDc!0_~YL(svg4S+;etVYpyxx+T2i-mt4Dweiem6Su1t&
zxH5&ZESW-~()?{XzGK(PM34V0JAYJ4^*6j+e>?LB{=L%nq}F)~WxXN!-;!wYXJ!=2
z4vN(ABdQmJzc)L%-Z7n<|1sg_^R9Bo{ZAWr9f`NvFin3WJu3F*iwey!71?LuPgP`O
zRyMHf9bKE>pZ3%^Ec+?1zfxFjtlRZ4U*>9UpK5;zyZO1HlC977a(vyM8*S2@_xoNy?l{ZV$Eq+O%xlUQV_@(@v|Nqs0^%xXh>MRfCx%DQD
z$^GZcsAi)S)H!~?{A3~>p@dz!us-n4hFIVgu3dMI16(@z_
zxy{$tml?m?-QB%ScFeT_x0+DyNqreB}ezG#wbga9~!xBQXZ0^@=RVR
zdpm`qxNPwg&jd!5iOV>DZ^}APyJbssa&oec9{tUo?CjE7T3S;-zujff!&@E3JMBp3EFBNlO+beAt8xRp6sArv7+&IfxAZ-ZY=hg*E)8C{9I1|
z`B}f+qM~}Ii@ntz3){E%^u(;9Wsla$u+~mBxl@+4j`0vH9ymIhHE29s^6m$tly?}U
zZ*T7ixZ$7vZ;UFk?fWbn?lOrdekt|j^P98T?#jCEb-FD&UkfG>g`vVE@JpFTn1|g-TvK9%9
zjEu2L;n&~ZWlAb7E!{Ynnr>Nt!2bJZCEUNimzNh66;<`qV=KxY@fKTupB(8L>y1n5
zeYt|E+HInFFB20Jzj^gZJXTFdNkGCkhwq=C(iylat=%Tz8yXsVNK{lU$H8iLEXhMn
zTU-0aK-rIP#bd8l^Jpg3w6+?Ex{Ozk_cx9(wBiFqhYFXH*=t&&%b-X0uD-|INGQMK
zfG+j2WoNrTJ+(W3zUsMg$!O7f@$TN5IChmN+5BR+A8+Wiv+N?X9S0M;LOt}~zklx&
zk(S1nZdP?-dSXyxq_eCh$I<4osEhh7Iv(`^ZaqHJkK5O7J#gGd^_e^aF3q}se?@1L
z(~&!dTgY5Ays)yU>cafgCg|uizOZRcOw`L^=jT^5G&Jn3dUluFAV1!1dYnx_KpoSQ
zD&%2UvLtD6_4@T1&d%8;r4OH;xI^FbqnIgUoZq@B^V2lDRGdbVKXcI3EoGnSy?U#6
zxJ(QrV65UC`WvQ74Ccb(<2lQM1QqaYu3_h-35@L7&&h_dx>?Vi$G@|Acz8S(I)B1t
z{Ch>N)5z#E@!9vn
zp72!Da`X2-Ear_b67uJ!EJTOj?RF?mH?NU4@R&{a-Y#UcmU#)qbJKw(6v}Xl`>b=-
zzBQ@V&Dkaxfpk$0juOk({5-QQ*SBupZh2nT)ioDi_k8_ol&GElVIcU}^)>s~7VYy|
zyUnD^z5CP7RM*MjsGOXfN4~yiteEzl^2EEdY+A)E8mknW+D=eEbQ|c4-L@cJU
z{N!%EF>>gwe&68#=#klSYU)RuZ@rN{c``Y!E5N`#WwL(X8s0;P4z*72w{1I&`{ET6
zs&DYerRlF5o{*I6a*;I@zR-ON{|Y(ebf9%^#+KB%=(sbn4jT8CQi&Yz-3k$WQ0OCF8YHqk4LJ%n}U>T1;kcY}#Au=}Aeo>-b<|
zViMKdC;M2qhHp*L?Yno&=U-uHRZgwkNuj*cXgQFnVc@3L@xd?kMNU>$PnlpV=ji7U
zQI}Ym0B!**geL9eQh>m|g?L5`EDxu_FTQLl?Y&b4Hzu%%>wf(;F@r(xA-#g|iq
zA`ag_O|*I>y}h%oD@Vxf+A7-ifdT7Tp?&-IwQ8NJsHkAqc@aN1JLo~DRaY=K#={_F
zcbr7eYD{oYK4N`eM}R?XjLNfNJrk{Tb2X_tlRH>vT@s$uSZ(PRb=+I8-yhtVv6)Nz
z-J3U&g{OlAZLI4YhT4vhCnIs^?%lh39>4`>$zOJslQo`puWm9_bjNUI95e0V`
zV7d52Ob-^cCYHZ>^JeOnhx>4lny(`nB0A^Nv2BhT$UE4Sm3S7vpdgF2&xIYnM@##$
zzb`A3v#5<%s!P;MHz}j{<1x@L3*=8_40TNO^z=NMRI_1C5o^VoL_8)w14$&c{lPU_Lkt{O)(I#bq
zh{6Gk7u%L(<>Zv`$>A>9czILboevgql=m5(>l)TmD8Y0j
zfns4le~AoSFKV@K?_SBSkB=V&1ZdJS;i6+>bq0Ok?ux5p)a=^|
zmrPDi2Xu$nwC3xP5Q;k_F*Ar>uBsY)TP;3&IMJ#8xv?|$yUYbSTsnYREnYL_cri9_
z<1Ln}WCEW)eR@DnWt*UNTHo~C^q}8^2P$DBKrtF2At4Q^rg!ZHD#nIG1h&xAn^(2O
zsO*)hj8%(EGb~yjB$`O3a(<>uTs!UT{jsh-5_^5pjNaTds_E|Qi$l7tPw#4PKT8()
zOWl?OAADL?OOY&&9C?eusQKOO>a}athRkbT8_1ctuoc0(fVEB_j#-VeynRh
zHkA`t=@~splL3ZX0!3Y3R90149gW5O20aq48}wk25_KL`R8+j@&!uCsHY;&rTI(p6
zcABD{-E;LMeXA-lU>x9@&kTcoeH>EK^77oh!~JPCt@=@B$Wm5s=sk8%@C=G>7qkw3
zo|>A_kA)q0$jRY+bd6Bg3-ZsCj7K*=hRpwQJXCr^hIi!hX|-f+Ih-H*I?U
z{5hZH=Y0uUsVB_L%wi1+@>^U6MS-3wDtZ?YZ)uyJVQN-_e
zb#)rWcbNi!tn4@6VJ4~n%8K>1Nbd1p-j6A(sMJKsZDTlSdzd^vQuk_&9JKb7-K`Un)`*2`vH
zgf8Y4Vb=~EIFRNs?~a5}yXUi3jzfa5;{d0lqoe3pwaW0=SPiy;pRaEO;)z9bwml-1
z@~Kl##vURQT3|igynS2skj$LbMyt7R(7HG)1Co+J~ZR$dfJ3#C@
z24PLXX9X40b$Kq13A$OzJ9qBvtqAwR!~n({#Av0OXg@!5W7n=-qgW=Jwc{>W37KFs
z)jT(rQA^U-!<1rSHsrhI5Ol+(^Fq@!f`x@823T5JN=oU$9yyxLoA*@l*#kTz=;vv#
zSkI`68^zM6-Ml$UE=V9oEl%CMD(a4Ws8|94;eaMnScw2YCL>o1FN>X?NBXHrx6l9*
zmqwab$H#SabVOoXnPD*rJC8=oKNdEg{eH5}pKbZFW!?GH165CtdELxif%(5A`{Xyk
z$OC)j0?#mtIF$0qRq0}v_6!c%=;vOncQC@Ys9xw3o#ILXVu*y@3*AXV}%V-x_pS&HV(
z+_}D*7?t99{XFM!KkOB!&n`lV9naK{Ld6ZLk3${etaxq>dh$H5U=vgyXVUn
z!>OsMK&&Bw;yc?+_48fpg$HIPM>R1tSjetzFn>Ov1B8hYNhir>A48p49ZR1tr*2i0_Rwg+PGzs0=%6sCvVN>eh
z7vP4lYpdycv3U39Qc>F09rm=RBY|L#?87Hm)iFn}t$MD>87S`Io`0H`mzUpp^sE|+
zT-1ib(;eL9)v-f(dW5Q`U
z)T2>_kRm5sCO6#a;>EKceA%>t!BPaz^Tce}eInX@cFK9Y-jv^@bc=+9L<~xphIEU7
z>+2X|vG4pp^aY%eN+`rYM{ANmP0k>h7Gwy@Jwq*rG16rqQM#p*hE~
z56c7_UZuYwy(Y;({LSmvnu7h;N2ah5_)*{WH)bdxCJ&E}s$N;XcJzB{x%p7rOK)x<
zkSChIB@Y}0a+a2nQHhlHOFLb>j^Cn|vz5~4#pJG7;?FfU-e_ad{_eg{V%a-qpbv~F
z3qas|VF5uwjoGQOD#Vmgz=aYc!(qk+Mk!PD86a&@TRZ0;zbnn*w^o>gBx1&C9cD2;#Tc
zBSla`ta?H$06M8G@HoB&1qJp^2=e{@Tcs=CsXm?D_}`gYCdzIX|cdsrK*RfAiL@^B1;Kg15A8
zqTGBnvCK1UNOWg^Yk>h4UTv%7xrv>H*>j2{#&Tfe;~Rau
zI(PNYpFf*MCMbu${0yNe(&X=@&|Dk5G5>zrjmDA5;ak3!TB2@!w(OAeUWE`}W=uzi
zL%_0yyFKNFJFG=AoJB0mw*7KhZW`H&Md}Vczuj@Ig||=yFyDr5Q=>|NLx`VCEp$+F
zef{>0q#Km~P1Td9jf_S=pT5hsbLSTm86a>hT=}C%FB2$)g>^8S#`nN@VYUoFvhEpTX|EB0m(
z8JJw;I2EUUijEExuZhp8t_YXB#s9InSr7T3D$T4)I&0U$2zhQh=1J{^s`y^>o?%Mc
zStJiNB>M0Y^3$RD4X2(~zkdDtU2$=7_MXWJ5-G9iMV=g>ur?@&&mR8+Bi7cwapOkc
zd-tAzd65jbtbD@rnzBmuo&hJ`q|Ka~PcYTZiO(rd6bU1vs!Ef33>Dn~#qz8B;Euw}
zMOcb=<;EB8HqmF7u*ib7!9x}Ue?PMcIG<%{@1?sGA8ob
zGY*vA6~;90fJza19WQKk^g~8w+qLWHraiKsuCCm)T~9tmHuxX`70O0NVXt1j!VHir
zH`)J|+?EEEI`(pAy|4e5T$Lkkhg|v2wA~9@m%`~EmJtr_?r}qgjfYCow>3UKKC0m-
z)~?-tP!Tgu?ajO9n}E7nCb&*B#GRXW@75JwTG~IgwkUZHPmZfQFVnQuuCK3`E;;$Y
z)Jnn0Z_Mt3kOQ|tW_(&`rFH$9{YCp$JwB(J=RBq}EbQ%1H%vn_o_4n4=!$jQ?-dlx
z_jAT+u8N%mqEI|@CIT_QA&7$t*Y$K+x@2>3h=vxA)AU7=?Axw-6@EI-`E~j({r(~4
zTOUQ4jg+^JASxnm+L%hcQCBQ;cXvk#m{V3m?yE2_yxU%e68r&crQ_ST-Qwcn1a*(1
zhLggMe}JG?n`B^9m0@1PZa>(fH#avoJT#<8s0Z_ERt$L8v@pPJ-O!gJ+Kn4`@$m3W
zPEN*1+}a#?!1!j_L4d=dp&{4u{fk7U#p6wTRr&&Vlt)7$$+%;Z!b(xt=1p~045kZJ^XFI|6V2LKtN3%3ba
z-n-B*>H;iFvtL(e9_H
z*v-mAM4hMmGtylr?X2pbOJE14d$$4rXFK%AR#&T{_J~mk6(a-$=+bAOKWhRreT<5F
zHSV6B&x89S=mS3=FvRvQ_Vj
z&t>AH&h&G9Y%xVdBv>0M=^4;L5BPIZvyvMJ5;p^FOKL$gpPQmtW$G
zY!wF6GQXr66f=Q6edT#B6SbjpqkBPAOOoKY%_jFLqHrHrL^ZHM;J0lUf*wAM#^{kU
zuq1#-Bg?KM-VIAnprosWZ?B0YgYl
zO|7*w{wwz*J~@@8%h!B*bBit=IWwrd>g$_ZV|X`V6{f%d_g_vzayA1VHUISFQhNU*
z(-0-36@PBMSX_VeRKwC0>wL`uYbh3mo=e`u3So*|NI?nurLmzl>%1vh_yFIlR&~l3M_nlaVe@tFx*v}6b?NFQ2c;WqalD!ajxISqY8UaMwJO`
z({``S$&-rsngC0ENP
zZ_FQcWEcQ;GzdZMOxvernLymqK4LRN$AX5Wvp0Wy{pO9?msi(nDSaq4lu)UIuQsF8
zms0j)SF`>(6>)juK6@!@N_%i~81V+~HEzT2_Y$mS)s(3OUPKivo8^?(dM4{l`cjqW
z%SE4Ey}HZ_r1LvUpGh+&BT&pOTTZ9IeU^rSApyAj?AzO01yTz^2gLzFTVTKhiUDAc
zSzB8ZiN@*`hZH>+08%DnG&Y_>tZfVN5i~SHRbpNlaU;Cs2-~hgs^F`JTRyyh&o+J$
z#V=Xu<_&2v*Vi*~BR(bNPf3HmEGWywjv#phs=-IWLmxhTsH{&l^$QGS$0l%_pPlfD
z0Gra@$=$uVA?y4zX5^Gzt#d;|w&dABF}zrvJglRxNeE13qHZNt>m%mcx4KQ#r$M7>
z_L!f|w(Gcg`SRuO-Yb9m?b8dZ#&~gqd{-?n{Yr0c(k2}FHb`g_WXyudbP{7cQ+E_n
z4V*$T?cDv;E6uoMGmx*rV-d#}+s>nE=xA@JIhZ4py*WfL_o5Q2$J&?-M9oNbN2v}g
zJ_9Uu*XfalksyKZ-@cu$>+E&zk4s{{^yLow*-%amjk=@Lpw7%^g?P@2fY$`sr`l#g
z`+{yO32sgAFRt2YyCO)~J{C1Z*iBjv^TC!p=aDkO{HMM8~+=r(M*dpr1cv%malAd>asOs-vZ+*KVKwja=SwHx*~wx^$-z
zlf3Z;i&&kE#PNaVI8r0dK&CSh?MGCUioBS5AafDfD$UGOG
zKQk;7l+Tm@^C;N}AR?-<0*pdanP+BZnEm2Ab*xZ#z0IW!$KxrT3x_HnSJ+l+7b%YVhn|BnS|0H+fElt<4~lUO5E0cV
zvu0c8XG0O*pWeQ`hGY^HWNHo$FVYi1o(K)(sn%85_)qbE!i{uLOU95#}j00hf
zNS;v;n{2;6=%%EdVa)}I0p6LUo!UFYB$P~?Dc0$j2))wXeYXE|$}vb;>HzM9?Ljam
zOl=*oO*&ZCwTy=}@l$R;XELIN_eoSVGBRq%_Hc{uxs&bsWtc0zw>GQBe(QCmwiA8V
z4Wl9LnSV}x+TtdHG0$p!LN3^eEP+xMy_Xr>&6l%bA|stQIxF62%4P5J<6Cb*%Ay2^gU+2F%d!rS-sysH-y*r_`Smy7fK*UM%=fk<9bJ@
zi_Qm8sTgxi`v-S{r~3qXj94(Rr*w&KwJjCJhFqxFtbcAx9@tjN0P@%r)|~?9R&3{F
zW0N991c=Wx=*X@`98$dv>2dx%2G(`?7k?O~Ln6RBA}>bwpN4Xeh1Ed)yh#LZSxqlw
z7XfyK9TpB$pb8+xLO?0WxQY@)2*O(}#YlqC7Fg+^!wI@$(bM^0nxg6J;}aGU!HhKC
z7m6^`=S21>tQ$3ndODEQ$u>oaJqFFEYunMa^n52b-;w~oS_3gJ2^^Cq=s6`D=3(8@huU;lAk-NbaAD~L3;3~N2yL@c5!xnB^QieWBf7p0sojzumZ
zds<5{F=dtyo5r|&U1$kRXLdD#)%f+VS
z2MXrhot&IvK!Q8)6KIo}x^L-f+vJ}=FY4tvt6?8POmTmD+M{5;h9fCA3}SFBv@g7T
zGBPqSw}~41P7-nI36%x&vo^?4w9X%~0f@ZYm|>%VuvA^(;Sm`XMOYCe3B4PMEJ-1#
zSh{k=I~uJD>E}1
ziDT7ozbV4qKw>6Z0KPUbM$r2NFh-5sd
zGbHU0;0EuF1$LBno^yJ0*2hrsB#3RXmi5mGe_#0;Dqs~z6k70caajCN6F(v9@Spp79B@Fs)qOgljDHSAw0U!O
zI>KKpxa1hj3Gr(I$wVP>&`pYwjc%*F$MzNyNRjWEfzK)5qTUigS$DEo`uw*qcRI%n
zUWhb@-tiI)oHK2jC34_LDg(Q<-cP0ii2r34)xFBk1E2{$N0`=jN>wn1t
z$wE;;Peja+YlPHh4V7iQr>Zz=7A6}L>@4C7fe+27MisJtDpqXaw?Jm__%)>5vh$}*zN;MM)JEw(duR?{_nGM3-9QO%()O?zV
z21H;v+$8E>?MCpLCb^hOp3h+W^ua?ztYTkyli-ISO0eiMU$+*s$BOVPtwc{FQ+BE#yhS
ztXnpOx(o=BD+93#fO)qOY;I~=HM^#rZNPC0CNOw~hgZ&Y%GKX(lOOC=koG~$)eie6
zHuv+iR3&%{sFf@hIlzA{PF)OGWU~4bjJ{Gyt{MGKuLTDF~!~MCN7fX^4N`M}$Gd7v-~OqoIzRvI+&cLiAhI
zAB|`N?w;)1p0MGm&TNn%#
zzRYew%5`nUTfFkY=J(x=d;_-n3`H3F_AaGzIT>4ACc3!^O5PW=z@o}
zt9av4-@t!?SGp2Y;osVN-LSc_#~HOD2~^6;KFAZNQknaliTebJG`_H~(Dlk?xEeRs
zjF$42ccVTaQpOmJPwbqWvZ!@c5f^1HF!nU$OCuH34R@5-!~7Gp{eF%@PBb6!TNAu5myLijH^4i@VtE2ENB+Tb)$2*t;(-Up%nj>`2%*SAQ4lj}r{DkKF+bg!pkUhc-1rtLJMaNLD0Hge
zXVdCVp|(oX4{l)T!S6V@NzAqehYc7g@qQYfTAkfWofiOu389cbvJ**?FbMdVI0&Q;
zUF+e6S>PuU*9Q$Zb$CII
zBQhBSBd{h@3Y|a}tlJD46vYU+_et(A*)3yB6cHq3t4b%NE}{IaMUJK2zFoJwG!#}<
z66u89XEKRpvd*CL+3)&E7*g`gV$g9;Y!GWhDOoDX`i(
z+hX?)_Bd1LnY8$%6DA=av6aqwU}m5SN$0}%&-=kd(oQj+R0cZj0Hi}Xs%g4Gk7xgW
zC7zELV
z)<_BgwVLiSVLglR<}fQb;zX)}HqB+4o>z!XgTQY1e&&X}#Lq%;n)KF5F}enE*JRcS
ztgcT4DL%3L(qF)+)Scup8z);;4Ixygy-!k7k^}o6V%Cd#oo?jWTDgo{yE!;yP%S^V
zD2F`{yshz;>-Id%Jq=L^Hi~+>_N6QsUUz
z7AX@jikPb7!QFk{7IE_qJPrdFH8eE(+-7F?3?M0%J3d$-8XT98gMlo>joQO7fx;;k
zei#CR0{P5#VRjw^B=^-N)xqWsBNA`leuyiT(MsWbRtJu1W9LDHxpYX`SzI+}i~xG_!pM
z^JLv39EELc{f0%r4$~8+#V05zh-&Fl%;oYmTb>ja9tJAa#ckICXVm06ohMshw5MvS
zOME_txGUguq7KQyZZxlsz8~V;%Lc3^Pk=tG;7t5h4G`Jxu&cYlI#`3`$w#PU>|6lt
zPecj_6W<3YjQFaaub}ZA+l;V9nVAQTkys(s*4CTU-SYOXg*?g!$%FX3Fc!o^d0}qG
zi9ys^l>l^tok7BWZLQvT^N&A1A#(Af4!CypDltc_TD7VYALADs91jME45fCyYZh}1
z5H1;0LZ8o06wIsPK1r46fsrA@HZr?C_s839#9t2LJmiraa>G3#q^}M30ol
z=rQxdX#Uk;e}6(oi?a;4f(ArjB2>Vk9D_(4DB_rC|5h^u6&o9Lkyh7{JK!=SnwoTp
zJfSxcS0Vwc&Cr3-i>03b@|xk6YXfztOo?;C0`DSL4f`*zsHK!4
zkf7cN@CuQE;pI8`SUd?amk|CR9yQ&wo?|dm^~5FRSE7E7M(vFu;6On|WLuQ}H|^(L
z-Q3baiRVpr1`%mw6z_juQX&J4P>t;ok4m}2CHUF1XH(<-3tRlU;b$(U+!l=4=)2u_
z&ki(YO(D$r`TOsI=1IMLIToOjLugWv(x>VDkT%J50l`(Hgh@xfAdC@KI2>u|^{y@W
z9AZs*xc_vTb+a%bHGwXwVU>!4XQq8xXlP^vd_d6X2acp}pw0?xM^e_8Jr>bGRkF8`
zD7OQO*B`Z}mR<_FH!
z0svLHH`JAI5f;B)7cux(3>w~N-jeBbDacx6DIFc%-(t{guiR{KTm4E!J^Y#~(6vArDphrc~{PCFBHV!gTasCS&>o5yM?#B#I
zQS(40<;h8>RwcaARv&>_8ngvaW4O!_HeT5(J_fyI1KhvN62!WLNVi#d{L|B8aDTkA
zLJ!f+XQ*hwD4&BR1uRjN&kW;DkxjhGZHhCO7vu(bRQ3$uM|l1HT;V^?F8=rY2CKi&
z`A$|oK2?JLpe~1(ERbuIiQlO>X=EV8(SX`THCVE5jby-rQcW4yxj=kghuSFZ12Tmh
zgQ`myT<|afn11rbz`olpy?UR}>;wrRgty#2a|fDomMIg+cG;vF}3-PiZE6siv3m
zF0E;|d(fzP|J!5n^DPxDPkc9=YQFX{M3g|WI0O=s5Ac~9ZTV_s)g!ADKN>6gpz!g8
ziQ2en6O6M#jk=4U#I<|(v6x3O!>*rH^u_eOxw~HUg>idxzwFVSD>s%5@PtFfo-S57
z@+JZUOknJ0Krn#gTKV7He|}j(G(n=r^V_wblu|}9GS+rwJ&6clMpW{PQ*MZm$1!c|
z_!c=l*8xg6xUl}YDVDhOR`^j?6WtC&?-OxUPBPe~SdUI)yUhu}pI!87YQ@LXe6t%*umO2q3d)gp5WEs|2eM
z6E?vEr(Rxe)aF_E#Y{oi?id}0+ogzcDp544AG~7i3)sHQzrMb~BJ8oKqgyuY+P#~0
z>sGB{qlHPomuAy1Hv8~rxLo6#v|H<9muIXd#xdkjST8axCWeNR$6IeBonp_mR4J{a
zl^u9_h?u!9^qXD(iyv8_(T8AFy-eGeQEs4MeIg*a2!)|1ki52$@ep&HVnyXbZ0zY=
zyu2!ye|Q}uL0ek)&H$D;e@`if6UjC;l7v;tDbv;lw<*_|u7;ua%ZWAV?VbTgVnIe8
zE6YA^3s?kG@qK1O0-(rKA^l<*HU@VXMAXR^0A0opF$yLaRxz=;D2r2@9LZG=n|)~f
z^jNNG(0!SvV~k^qlO*XoV=mf9vRfbWl#k&SdbBcO?Dk4cp~&V#B6mZ7jkKJc8VH@S
za*sI`Ko|QnljL#~iaNOt0P$vvV6;MEAxFWP;b-@2B?w*@MdvMfwN*d7bWM2^Jfz?d
zQKG>*R=KDHPzDZ6*A7(Oy&>Lf)FAPv39D!^)Ol9E-ZL<<&j0s?F`*R3Y*^gqf8#4G
zaOt%QI~P25zI#HBUW85SXv~*Iu?5#s`E8JabMeRj;iQo10&g8mWs;zKVJ(N{mOP(l
zPHBGn^yulYce5WlR8&NgKmhw0I!pNYsw<4iTPOp{Yj@E{A3461p~XS-Rx!831tC_6
z|A%hpuO(TMM*kO$*k8NFzx_SW`Qnzx#gb}_-{%YVh}0kXr
zW?J1(C#cyDQQz8lpWVHF)v5-uLt%Ups<9`Y9P(v-qN?P(r{=J+r2ldMQ_JdCGT+oYy|FAJmP9jag5=PyoNqF#L8
zfA-}@QiUnGb#OJ(Y~30IP>7}pErta_v(5N&yF+&GfR0kdB?NfKXZQLEGI?e@2V{^hb<2JC^#V7vO(t^y=DCc+wxbn2b6Y
z!kq}ri#iM|7sjG`gS+~Q!m%$Y#f&Nt>4t}gMbLeHxMd#DN#<|6zm9bUIK#k{Zd%T$rlwYt
z*^D5Jilh48&SRt&B662_-y~_CA!QhR0mQ#rfL2YR?cN*%BEUq%s{ny80v1g;qGHiU
zzy`d94z7F5zy`f=>hKScP6pilY<%$I=ht1PD!GG}sZmtBM+mo0=;t_tS!tw075tkF
zD;&-JD3irwp^zilp%|HvRgu|g4v?Iqr2CPF|2Kl;h
z(}aOIXO*HCbIl|jbl?xoaCx5yc>c00@#@6|B^TWe-q)lX@l!G|w=jS&Y(X|!~J9KmA_xovW4ZRf!Q+3(%^fmewOMMLiYQDj?dRa=%zVj$;o-
z#zRj-A|NL8a%aMqQYhRVvbG-{wZ*4!naX%q?s=x=`&&rcX?xG?GiZPyJl15Y;g;Uk
zf&$`|eR*XC>1!li?8U>?(Bna@2Uzj2vF*262w{|DdTRd_Sb1S@X_vr8r-u#O2Li8d
z1(WNO4s=k>CKUa`=D?ropSmF+Yfv$7IV3F9n!=W04=H(
zhA2L?FcG}ZSW<-^OrpMG)$+fvX-Jc*d=tmI2$(eQP?cPP
zNMw8TZAmG^cloNQh#ZbVgaGnTkQ<2fg#N*k@s+umK#^VR(oCxw|)H|6Y{TKFnT4PZ15w0F3PpZl?#~iH~BDf+eyR
zPn~||{l<>2E)H&Pd4k5VCbT#fs{)EU_bSfy=#>s7=O+-463DVTVzu@v+9`$og4Uiq
z$l3R_of1LHS~T#$V}T@2RBrPQr^VQ6zKz=73qvCG_+!b7I#?Z%r&D+QTHSd{r?TK2
zyALT!)ZHNG;XcF5Sp1}W5qU4}+rkj%%Bnm2Kj(ek!EUR?Ky7{EQpX9w<_iztaU=ap
z{AQKyfdiz$oeQ1{c%l{c^+SR-Wz*ftTuSi_jZI5a#eP>W_Pp~G+Q`0rpL(}YEU!y6
z^{qp+AleH=nl+*jPR19oem`nrIid
zn?m6{eyIbB+!4~r3ER4%Jc>SWP?zUG$tP*PGwJmKJbZf#oJk)Ky<>>Pda{k!GZ
z_j(mr^Ps!K(yJsPag8|!Ewb7L?s>=&qv(Rv4qm*|LNTP+vy~B2s5S_XhyI3eG(OR1
ztcMZM%&g^neL40iF@nK|g)w?AywC_zSaK%Plucx}P9jx6jZ&KljV2>$Z3oTKgAY*F
z*KaY-5VWY3mGs`8vg45paby!uuJCg5#Dy|Kn}Y539P~?Nku-adXL|TI?qZ~2RW-H9
zd-v|ewS)u&JOeAfe$V1VC5w}7QyudFChH=O7Ih`1r*OCo5`M!=WpP)0#;#Z)_vnBG
zlgCU75hzF-u+Ie;T1a_Gwj61*ou6x+Pd&)8I74~K%l%gnp4O&d_62cxLbsNxTyTfN
zhE(UnB2$eMQaE=18rXH%cBC4HkewkmJE}rZ3xXbzC6Rf
zuyoYT4)>%5L(FEYw^G9m_y1RhwJm{a2a3aFC_21`Q>F79C7
z_3qkn&#Eh3`}9)-uH{t!9A+s|X6MX8+=M6FD%|WGR9}
zmc;<5OD;ZjruDvSpRN#H7e2ARS{<7jIPLAL*)C+JwpaQ&)ha
zB^|OW$G|r^jbF8M^jh)}=w7hGIRgmYo$SBtjCFrt7z8XoKOqVzB&Jm1#RIJh?XTbm
zApJ?!*JLOS>dX9)!1Nb!ClM!EfT%-d@#aSSp~XtsEQ1E1~;j
zVMK=>C}RA{p)PY1uyxth%;rWG4zC~8P|VvAce-%T2Q_Q^1fmBY=6Q=Xxv3j%Dz)h7je^#~j$@z5W~sTq_z{UB@s~PG
z&_hU0VTxa@6DhXMVgF_|$oX|(369`NhVSr;MMK>e+vw-dE6Z*i+HLG`bJwojz6be~
zZXDZ`;JvVKh7SCzi5l&zQ-D5SmzGrY#r8aXxm1XMd?xof_2Pwlx=4z(e>E>d!0+8S
zb0BRo{7?$*Z}9({1(wCBEG;!PznaCgN=dZ1{ck?ge{zM3GRt#9`qAUCKi>VuvQAF*
z>!;&?D|b_8{JYOD`zIsyzp^<0k5C7R??ENTB5-g(Y$D}l&AEliKg@9S(lv{XXo?{%
z=)eg{+t+#h)6c$|+Ea9y(0sg0iU^Ktijog5()-aeTmFK27^eD%%F4%Hn-(LyuE;7*
z9$WY~z>Ug4yHkP7g;~%3aV%U3z2xj3ghM|cpItDX5?2c()qN9M*%xBaTZw=Z1qsoq
zoqus(>8`an<#Y+vD|-2k0?rZd2|CA|-^`K@G5B`-h+PEb9*Y!O{xrbR1GO=yz9tPY
zIDcZj-q@t(>%}l|apUgf+{5S(L~vy85$8^x`zw{%6v+4ssL^x4
zA=@J*tGVzjroc9K*5uxMs1~D9g0EV;HX$X?`E@Nc2dA3pk9cUPrlk303<@U4!GoIQ
ztdOR_1&bEtu+b{R$9Av<5qSB$zorr8n*)9eS}Wwk8Kv@o10oU|?r-3KvAEt}GmR}m
zBh``xUdrK)6>x@xSsNRTru|8nJE5NQG&17cgBJZDpJyx_i88tgVtdH&J+VH&=O8Mq
z+Ry$A=%R{KdYQthRfY_(h>D^F(SMN_5%D^Aad--?$s?hyNB3M{8$2p3dbxo+7bd~8
zS@BfOP8i-Qq0*^oYHFUIM&ZgV1zuhK_2PK^yi0x=juZuCVbThgl>l^1&It<~8Dyt53(+#l0OVn@~S8q9#2qT(s}4Z29t>zKqi
z$x$xqa3v$IMj?rr!LW;F4_`p$1VsBDEG01J31hOHUl($|?XzC$X06xF)5zpE{-afj
znek%f?HLzVIJ^<|;kq;foFCFz`Y0S?TBguqEIizQYVALD
z+XK)3Z94JKTiv_)T$0E?P8|X`XGs0eg+z^=R~sWr<&}<~xw_G75Bs^ZVZY*v{vHld
znfk5ucC?xC-c*9&g_j$d6=c+P0}lR|Fo>N9Vi%Kq>)CGpaa$320ox_*Zvk@KpmwwO
zH~Ti4+JkqnWyo&JesVLFc2z7LN-G(L0$bf9`A1@zR9kyl{n^>Lm15$mNiFy8Q5!hV
zm|!j;>7ZcXpv(;mT&-mXX<;3CPw!X5@c^eS)SNpsu)3J;gMGXH*tq`*nP!uw&X>n)
zIe2(94xjV1?z<3#8kA)5WXj_2N9N}0(y{Zf@(HLuz5i6b_($gPl+jlcS*vvI`fX!!
zbDIe4yroF^<3fL`V^p-;U!L8j%gL{25o7AY5sdD?Emm&
z6G9*56`q6r7sbS|!us{E!vQG&z3ltno8ZOcmKM51{x8^K|7AMF-#Ze2T_q8Zj*pjx
ze@Yp(9;s~_t#jnaA!@>lN=o!@*5sipKgyT{OgN8D*dhE7UKB4@LK$$L1>i4H@YIZC>}
z;gT=y2OUT+VEGUjDXypLS1<4P{789=PZl>rRmZJP5m9foxo*8
z*-p%E1ryJKst@NAy=~fz4lOXMeK_idFsn(X
zK);-?v*etW*w|R6S=Ys6taMsuF*VFo+@+?pbZdUu|CmQK$zg3H2tSDB+4n)Re!u;l
zz7cZYt;#|bf@3gAAnNsBh_bT2%gqyDSx91;+HSIx%oeW3JlT?Q&IioKk3Uw%tbSJg
zOoC}-Ji=Q_I-BKv>_t4&i>`moX&=6%=JhWb>r9PGu2x#rg8BA|sqR8a?Z;^iUkUT;
znU}I$odGP=0}lC3hwy|Ew={Sc3)JLoCw?I@BDUZxGdS~0o6w}NM@kuMFG0-UOV&}^
zV6Nzz;@pt-fOd=WN20xUr|D`&;u^ynrEkip_GY_|GWEWIJ@V1+!+o)@My|2*@DL|y
zg16CXaCe<*_EXlZC3sw@LzY~>yfzi&Kx>~V&R90>6$*kDMbA?Z7W
z*|ZW53OP!2UaxiNFpTU@Lt%~iL
zW_Es?PiuSQKdKieKMuRRt7Gte(n$C)lJi}azqk>&5MeX@vCZutrNsLlQT0-@9t^W~
z+xN!LFCd_VC4a-qj?25R&{phw)w?D6hEdHxjV-37O_Vh`_qet70DnInHW#4iS(FXd
z@{5Z@QRFXx!3Is+Am|1SDb8NPqdhxJFIV+0RuMc!y9Vr6fRK%<`$ONnD*etcGE4s^
zA+G;%K{xLAS5^n;OwEgX8G1iGy8>DKZ`bEN{9yqN7pzVb5cZ#xm(S52&6Ml>D%-D_
zcZ^}`!ad%XW`7%Z=bac;4obB8MbG@_%J_kyHA~v^{s%|m-?kepKnm1Z)!sEC)lU^x
zfOP&_?CNUkDvRSh={V2ezX}9e`}&0#gUAyoK1Wr!{>#B7ZCbQJUXX0EI7v~e+MefmBn=&
z2AX0(8EBG3hV7(%Bz5jLSw
zX(n)7a81#n6X0sIg%~{hKyc6&ul&4@db920Sg|GiYr@}-Lk1y&GLEqdg}TX1x`sOL
zu5at$7TpZhiwN6dVl$6c4Oub{L=G>8m$wAztJA#OO<)Rb8NCV+vVY`6Zr0$B2KipTGab#Iqpy8I`
zA3rMK>vj?JKn5&WS9xR&iZ
zOSh7)2Z&GPj4E;%;GJ!P@*uLv;dep$ES?SHvm;k!Bn><~+U>E#VD}A&DYF-cw>i)J
zD8{)NVGwcA+oO$>It0WQh8S)E(ounRo{sYd$YJX!C#rE?YXrm|y|IJK3h6;K3cLPH
z);g(CFacvr92(xpC4IQX12QX3@4!iOoE$ks4pzZ|y=P$%5w>gpBkTJ~u&XRmILiAz
zcnF-YOiK=aLMLDyIf=-}=hbuOWE$$tZOdysG)e0Y+9Yw9dc<1?uOh<`S#_JZ_;~Wy
z706#um__`mF_;^sBaN+53Duxwh7WQ!IWPrImix@4)dnMozj^Q!
zChWe7y0vX0Fy|B2lgQp!{MZ$xt_3jpXaQ8==p4TbDV~TIbvUXu5-l$DcU4eR;M_Sm
za#$FIQX(;;S4oDrw+RcVrA1CAAnibCJ|ZqF@&_x>+e-eL1nIcK0fe=QdVN1ymv~x?
z%(96FgzQBi3*602P9%dc+y^Upr&qP7Cj}M((v3G2IzP!YJKZ`D7k4T-jgIu%5~8?t
zeWv^~6>^{zInc4$b)*cMpd#jB3|&jwIIXUr(>{%I@gtV>Xin>_JZeqf(Pp|1EDeFW
zd_Qi+)zBj$M-#z(;`x1L(wv2YEX{FHzZng`#C%NZI+ua0;+f}MIE)RySW99DnwrQ_
zZz$kY5GiQs=$_$3G&UZd@+(P<(Ko18N3#U1t4k1zL0k;So60s7_qq|U86-uVmrxbF
zF%t$0@|P;efo)_WaY_uF8pjY>1-vHlcPMmm@(r<%qi@#A`xQBZnVbqmnz4K?q`bym
zSK&4${g(~xDB7p0ug~4{b>A$)(+Qj0AJ@?@L;L&hJ3Kr*q*~pIoJPBqh~a3egU2HV
zmg^oOYa*OlyO*%*1>c;3gV`J{rzj6<$jU~mc`S}bC+i-gwnvJbtpyeghwRkR_qC;2
z)+>{~8x-B8mXvrb1pE5d&Ow6Hdp*t!86HJc5CT$!zS%`*-$tHhd_3G6udfW3D
zn3$4KzmQXhh%!Bje#En|6-^Bltsleb*`!g&=M4AT83c4Q%rr4yphNo!ymkf%TW}BU
z(Ac-!vaM1%2T=g$GTa5bvywBg9M5)z#$mLCIN5MOhk(lq?~Y3T;SQMNt~rw-Uea)%(sL@$;F_)C|w#e(w9a
z&g(eO^Ei$(^*n|^DG(N}?Gnv|~bz7BF&#U<4NW)Mi}F
z9qqFa*L^YYM8#JBIyIO5fDCtnPu?f@2P_<(bSkP;afS%H#me4?P@>JMzdcCguS{VO
zmP^8xodOLU%W_>AuleiOf3VElaPw+Wd~`Gpnwf%0g)SzJRU#B{yuaW~(KZq5Tm&*9
z-x3Ns;TVOeE(UqAxfCHr6n_!!z=8*JyN1(HnVW_#GUPyG}<$BnU%S9vwB7N|_9(Rw6WE$RL+<
zlwP*5^?+U}xS;BE>sePMp>y{CsMwUz6AYgB}4GT4-_FJ6ovefhEjRm_CFA2es
z0W3ggLYwlvAvm)Lky}yZobG1BE-LKgNc^D*#otHJKH-Qav$(|gpx3|&!Kegf!9{kO
z{af?FONF0S&?y87@*?v{j`k7B9Ak+e|VHR
z2anc_1zb@F*norCa6Hl(==2vbOqjomSSF4Hsse(i!5%2VGU6&W_pcdEu>IZsVZ!eS
z+5Pg+(9mB|DDP}ddn*`1&S*`r-x2yKHa!)KlU2$vSRaE;1T(hzQ{g;;o@RG-xMi@`
zQX3!Y36&yTU;33$R0YeGyV?A)R=&;=Y+bn_);!Zb^~H@pRWdpn@&xHitTEV$7Mzej
zPV)41^M1ZipPUTlJu2
zk|iVv#nCRJqdRU%Vz`xX9raFgcfE2K^pSxASxD#wUKBqF04ipG6gZh-M40*^Xw?sO
z3H6PiI`EN77+BJW;Xm!c@48CG+8L`!^!YO_AuJ0Zq=Hb6C9^qihz-eDn
z%|(%COjp}HqPUT?i0J~2ZyD;~Rx}si19#+3jeYlX#9H!cXZ$DgYj;-~i?k>6e_x1!
zh!8UWK?s>VX;O6k@KcK~ay}NARLB&CSI2GtqbuhlMOAGac34!YcU$h=n=d@ugc&0k
z7;#b4A-fJE{56C>jd-r28;ZK^iHMO?&?Dg`8$?*~wyYqke5R}`ZgqPIms3n%Ty2E+
zs6m6y`TO^6{BCD$9SzL;2w%qvlp~BpfD*W)#zaQ$Zr0rM>$c=WT0gwA+H%I^D=Z3L
zJaskJdO{4xA{T33jLIPD3M3}HLOUGNh#Z_4VqgoKwjin-J=F6UtWJWJ{q&BTFPyE$
zQ}3S28tI;1Oo$6Bl%~0VQZ}nBx?R2YC8z2o6n395iqjs`y-usIYLQv-xykWb-)ome
z{LvCB^tb{9Ln{$yK$CzqQjw5}YZTlA0lDFv3Zk))BzqhE+gAU11gQ`^PQYf5&wpKa
z=G?2S5d~_VVbk3azl#}HUqLFdtnt^bxuZl|8MozPP`%kOgO5Q$L4sB;Xo+Cc3w&^x
ziT4>`(2+CFOn8|A*ahlBcmIQPK<4nOQMN~V5l>OLu{PJfwF7Q0$J9emFGYb<1df|+
z<+5heF7~ms>!(G*oH1E~F(+WYz(tV0u}@K#jb^VbSQha6`thPtj|I;i4@8XI-A$vd
zVgrR}nhmKLp@;1{_-^K|&UE2+S>Yjo4|`qck6*Q%+QkAg5Q2<8AFH;on`z7yGocn*`zDx1oyk&&Vb;@8_j>(E&LC06R|!358g)q1?EIniA@22UbT|Y!a_i~8
zMo~n3ssX~fAwIZ=7qXc2mCY{(vB!glEHBRK7}fuPSm5N}&a`JL_oRQlT~F@)Of+^%
zY&|(rEfUfj{ArG;n2Au_EZFoykiBof>}V0CgnOHK2S8icqYv&gskB}cbWQ^UJAP~h
z$y|HC7&a&_VCO+U)g0+h_!HB(t+Tp18exDuP1xBy1=@zO)IE2U=OonS!qrifb9gJ5
z>0t8Z(8_f(HIAL<&TQ;xs~17u^vK8X8r1!09rG!g=}Dz(AvD}+zq(kq9w^6aE2}S
zw4ctaNUSCA;jxqnJ*`@RV-iSgaMUPAi|0ZfM_LeH|10zt;RV;YPjz=hm2mkX;Sxqg
zw1Soh)2*}T&NTzUZ3W33yH=5Iv%IRoE;lz_y-@h6h?JpV=~L0#l9kmoIJL62gbM^r
z-0P74^)JF14hYlCoyZ%+xF-Ui;K|(}aa_9{-HU(*;^dTyNo2yolbd0Qae+8Xc=k?s
ztNs9PAo14DhTStojn4nz!6&slTlF%8K|;FM750`;VKkmqCF=aB>FB)inoHKDQ|m*F
z7xTin4DIWd2?in~nEy3CE0vcP64)fXVAs5+S7$$1qF_H7heK^?3l<`DQ
zuwSlV>ZFE9*uG^mw=muzl4Rc8vAn%Z>XG-W(*-pRnFt5>^-Idr|{CBF$E5)a4I$P_?wm}1cg(rB$QwRkUR
zan@d81-5o9lW-Y|U3Na6FreGJWIFyxk;j0x_oqcSvi2XAH`chHAiFm#$oycyky3~C
zP9e+G0)C!;;Y8RB=b8JiJzu!?>B4hAt8J(Z8Xx-S`(;CK{44s*iJp6HzI2e}WJW{J_!erT}QQ&={8)-p=P8^r((
z&10xLCYr5I*|JB)yQ9tZ?(N%`@hnu?_)UymJnFmVv2*fPG6|cMEn~?rT^RGjnd+Q9J7FG0Hn72JAt8pn!+z&VZ9mm>pMmJt_D)i;-
zEaR;W}f{|KcPy9fa^tc
zQMysN4_bTTa$QqbHv|Bw>b7;O7n+qPB_+XR4{H}K3MkDztf;Y<#(O!3dHnOP`R@}f
zB<5jJtWZwlhN$4x4!|rglw*xVi|Kkz5VUwhH;faRGBaLCaxPrBFm2K#KQs@TnZFU(
z_|@Q)arY|Z~)~@#i2t@PZr!IQ<1(01~V%%pTor!Qejhl{h0#C
z3WBOxV#|a^Qu{*Z>%vIj%jSrQhgM%{C>67V|&ht2@7cN}54$V{huL~CRUA}yI
z!A)P4;Hh?tbJSC)PB(_cO+D!E??C$0#v(p?>EtO8xs?2*Qbfo{px6W3(oO>zn(FH8
z7cP`D=xnR#S+cS#J%EB#k0g`M3FL$fbiBw%K>@RF^i(x9M|!KF;o*y=J1AIrL*c#*
z=S5vIwRm?gm8jqZ@RVC-vt@+QIH8~+i>U*h!78WJO2k4z%d?6}IWA^Mf
z9k4<@*~5!N)b~(g(|wt|F_#*V8}7r7Z)1H$vv$Tm-VTkV>j+d2uSYc(=71MgqrcYmcvm``m4+yZw2Fz-bXFZ#x
zy?$6!v;ub;e?XK?s{6n1zfcvBy`GPtZmTl0Z6U{x&&5(Y-ulX36{Vp=?*b=v
zK28AyeBwPw%L?@?AKX%$y+fB3oI?64)$0D1qQ*JQ4%(ZFJ#LapLIpX29nklLlBvp8
z4{@>z4GVjKdQj?-T}1*wXg!9hzx&M7HrHK7&C=IT!9i5&QQ=3V<#}o@r^e9$OuM*7
zaZ#dnQexsq45=NBQeLzoR@S>#sEJww!6{rs*x8O9G3Fi%05hQ{`U$vTT`AVtm2G2@?`MYu{8Z=wD*(
zz;117ZvMbLH<_rDbjCOtKMWYHAimxkj8ZJdrZ)QC!BKOW)U$R|kSv
z(@Boourt_)7UyG@?DhFMhBb0dq2ipr=MIxby#vcMO0L^)ZN-;pDCF<{-p
zP^jUA^IMoMU8YLPcn*6C3eT@P4Z6uZ5bM8Ix_^4wgVVp?!&SR-1HZm(SiLFDMWKD8
z>QGsdxw0*~`JH7Bm?0lMeOjDcJ;UJ>U<(D-WaSecL^C#1ALN>SYJLhiQI*mq?q$v3tLk&5zL#jMyo*uTjHTY%N
zD&tPiH*enf`T1pq&+-w!{DnIjUfu?4mBB#I$0!da$!mQPFND=3M@CA99_oRfXpV_V
z57I+<1qGQL^*X@Z$^EZ>9x7{OWMpA!xu3grJ}N5vllv`)D`mL5XE8wGx0XJ@gS(J&
zygWL`DnGrApHtt+YqKxJ)sz$!W#!~_r_zM<%;c9}lw49jO;{MNuY~obb;fpW*to*m
z!|m_vu7nRS$*omarz=v0n?rO&3mgD`y1KEXKSBg^XSndRYQ^ii>ALz2T`Um=4RoucZjI{
z{{4G~vW+n~Lhv7}tE-6lcov4JWmQ!Nu%SHpGUwWcC*61^0;+iS-P+?Y1wDJkp497@
z3HvA_mlECPp}+o>`O=DKcZEbcDeG)P!c-iY_mT=YkY)CkmF;ffGgpZy3Ki@KWTgsJ
zVbeW3Q$ko5lfA|_v|?{)vS!U#+IBr8{rU!BnEGXM3pH=RbT>>Sp_NO>hx$aSm2FNc
zRi~SWMe9J?hV#H=1!k43O961)YhDa7eC@J^8cG(sKwOqGMvR;c6EceIZ)@
z%jt_twR07&u6(BME@?H>B_7|6$x9z2;_q?EHUWf+0Mzg-o729t*!0YHI2F;Dw6?JOpUg0p9z}XOI*cl;~i^F$8&~f
zk63b$qd`H>A{EnRH(EK!M2|Ap>c9G6%9Q<tVY5HExMYl2I6R&l%98<zkMF
zb&hU2YUy!hqO$VV511882+cY4$~6$4HJYtsJF(g1hYaZ)vb)f5jc-LF(Pmz7Q?T{Zm`UnLt@tnZC
zAzDrY>G}Etjg@E2P+~@tp{Z%lk^Os-^6aMwCLrLrZ8&MA09i;
z`*o~mag*)+Jp1d%aqHHt%W_Q0W}6y(ZyLk`Ily5uR!eJe{{!7Ap(z^d)aNLwr&1Fd
zrwahD{f4^WHvbtwxFqQDPooX%GV`N$%H9Ij=IG^Wnn5m)TbU0*~0!}{t51-eD`SeusN8J|VU
zrodqDo%6PD-@b3Xuc57cUb1myXW^<@i-z3z3h%*})&_2lvLIGNf(Q43L~{$8bH;*?
zT6}R3p-^$wb}g!C1Ed??-kddmy5dMqY_}QqYlHi)h#4dA`a8arq#?$0=E%T0c>J#<
zWfhg5NYV^ft{e)$*~hI{wZ1HYJ%Dhz7uDbZ@nH-%U(>PBE6t!hkno~b;aH}Xg@ruz
zzd8yD4%B!QH67(JEU(9O`rM^Ua^T?}7M__)7A&|0;L)I=0
z>&&VBIyhQdX)5kv^~KMr&L$~6PsB$q^Y)&>Jz4t8FMT4f^?%07xkAb+$s#{1s7-oV
zGil0{xnzvT_pE1Ip!Ae5OzNkfehSI`Y@p!ksynh@H%r5sMJAu~OkN!?aLgg#9SsdV
z$O$TfE+N+M;K6KqjFK#y@)5&_`%_TOa!#HeePDUS6x&SKl~LU+l}j#A`n>8~+!ttg
z2NQ_3N3=Opp8$j0lmhQKWFt-9CqRMo>Uh7792*ZtbQ*5iqK*Rt{=j<)GUR$gXvFykwiPd3Y{PFIVz*(HrNJaI2M*E!jN+I1UTS8>zQ
zUb|dqPE+*V!|r&8_w;RM<*JoFOCD)`-kWJShKSlrD{XgCw!Mt4Tb#F(a(Pd=979IO
z&39k{(EB%loV%OKg|fbW`h6c6dop^zz`)GEz2;<3Zr3S1{A<|hyr|FNGu-axpT$OS
zCg*4!71y=oBOhO0pBnC6sRWs~8=GCH*IBk;zaXX6{z07wwU($n;Rx-SYm;3~ZXyCb
z{g&YrC60xJJTLQ5aJq@xRvr3$+nPLi1)a*+6W7Vx^3)V&Z~I%3n{own$90a5XDP{c
z6^-||Sw1*R>R9#Y!e^4Wo)mBH5)s}){+b8B;X5f_M%+3Y_E4wWS`gv(N
zE~z=##CzNi8$ySop|&FSgq5|mAGmiAAg->dX_It~7!{U(YQ`YSL({4z2Yhz&?`{7$
z+1~EFl6OsViMn^gI#`Z2(``%cST1~xAIK%Ab0d8HZ2aQ_bv?g~r2i90k;Lt{IqWnA
zNgFA`u~VlG1ClS1CQmo
zHY?DAG9>>@Xeb8S_~|*@OsQR_^kUdc$pYiBWg>MnI2k{MPe3#tAH6dC-dl5%ndg6r
z%}my|NOOzaYxUz>%E~1Z){`nU{Z{B<0&e2#_V*aSH1U?=D@8jh>c4;E->a5O%>Vl{
z#>TJ0x>^749hA$T4bB=UK8pCdenArS&nr^2dtCnK1-JkD_wMokyuxLXjOu@XTtUHg
lV_*A&|GeV=*RQDQk}N3I*`Diq?Wv%NnVBp$jyJO3`+xs&vkw3O

diff --git a/images/growcut_zoom_5x_best.png b/images/growcut_zoom_5x_best.png
index bf2ce84c0a69e256de864baf044ed2a0f4c57e49..8dbdf51053f9a19c41372259018e76888fa80512 100644
GIT binary patch
literal 40283
zcmeFZ2RPU5|2O;<(lk;jv!PTfl~H6=s8ka9+B22xl|38MLR3UX(XdBWwo-(U%#e|g
zmA%9BI(1#g^MCH=xc~oW-p_G7$L+X&zarnyI6vq4e!tfFxpVI9iPbCES5PRF)p93g
zlqeLsBnoAT+OnniiFFqbJN}@vIVPvP3|}tGF5brX%Pmi;+fXP>`s9B!QBtpsD3nbU
zIhmu%4k7*D9krCl=cR_~H*U~-P)nnAj*ecYd^P=185*|x2i`PqTATcSB*5gk+Fk>V
zw~vFL*X}70S{0ahC6Jd*`CRF?=gq>h&8kN(u~iH*xeEqbEv56kJd_va%i!xgZQAWB
zX>-nTa@xgb)7^+=TmJo$*j8mrk@@#aSbxdA+y8uxv9qfE`|}s|PYVA1#FpG5y7eso
zeDw%#Px|)*ClmKyll}J-PTtFR|NDurCTH~i{eYj2!T&tP|EmKPRdwp*Ne`JV@7~>D
zu;nUU5V|9?#NFLp+pFr?kB*MbekUJ1c<`+6obuhfcfZ7`3*Pkd>JwYLWlO};;>E|>
zBXjmFBk!8!cz9tk?p9X&C1-wZUBxZFAuKFxoKw4_qr02oj*QZPs=B)R4IN$Pn@hR!
z)4M7{SKg7i?m9bB8{HZv;k?Q3U@#?bWMSx9{G4-RN^%}V^tF`e9y8S->4FK(EhhpeCN`oOBYNxc`Msic6@m*
z-99kj-Btc{p^&Av|GRzb#~jDeea;i6rr)!u_3g|oEW#TW=i*5|8AavU)~pHbTqj{p
zPR=ihy7@DV@l|W+Xi^L->ufhTwHt-S2G6LgsTI6`|3m$lF*7c3gV@y_bqU({$^r!<
zsj(_qjCXF|jyh_&ax)8yA}xz73x0m0*oSNL!;&vCRQ{ZW`Pm&ic6dZaZVd?uscBS|
zFfg2*7#JEIz47wpHeUaQd0Xvs=RAJ>x{_+q%6%YcmHbnYk8SU6B%9RlO-nu-F1Z?`
zm6WtEZDb|e-l+6Pmo8q6s+A9yX-_VfZ{Q2`^{oh#c+__Vmt{^Wjd+r>wsi~>ng$qjz4Gm>v
zWuHHLb|i8j+@SC=^Vunwgy$TU6|q288JroZd;==r&
zX-g}sYiG9KNJ$aQo9T^p3Sy&d5H?=Bi=Ur`hex-=bq(guWi3*>YL3j0C%Ws8_tqw5
zWE4*gcWi!qD%rMAg;U&tnTbd8rk|f*og2qN^A8gPO)P8I-dxVQz3s=xdlZj9e_W=f
zrrLg%JRBMu`_Pw|@1vPvzIo@)BRaNx7*-`8({rp^8hp&_h
zNB*k;4{G0^xj98lu+Fl;NSw%FyjGQJ`#sw}(MpF#57U(LY<<3xjLgkl8x?EwTxXM<
zC(VV7zRFNl0!69p5>7&ESXtZK+B`B^-8imq(i`n6f3i=1$$yjl)gu;ZQmG9!mR|i|T&;&k}mMX&tUyI-2Fnmy;D79v&X^dw4&$dlCK7BaV)u
zOBp$D=j4d5;u2f?^5x5uXU=@UV;L$F$Zv~H%zN**^#t?UwR8ps2E5z0wa-nqdd0`b
zA77KccQoSXz`*LG%tM$B#(&OWl1UttK~;^hN2Oq;Kg#^Qx%tEO>r1GP>gqua85X*V
z%yd;HC35i!T3R7HmR-MsQAc4izQ1wf#+@s!Z^|33IBeW$SQ)l%&z?Q9INyFgz7tf*
z%bz#kgTt7sF>e$jkKaj8Proqv`@5{Jt}b;NqbhqxW((tneMhJ&8XCLA#Ki8dxg&$+
zTywj-^fAA2>&ok!W@cwiLVbsZEXi>&n`7RDgmB{T`?qX4W)dDeH9dXj`lj3U3EHvL
z+5Udhs^(^`)RYv~%5bT~U5R}m^HUwZ5u27>@a2~H@c#WVs-wRC^M({d1#+}v9(QGq
z)68__?iY5S-4(+h?yyEgM@Kj0INA)8f6q%F(b#&zN0~q0vi*8Ps?qtX
zPoGYjwb&1~?7^7LOie}2x!jJ}QB+)f4>y5_ulQI#RE)Zo?r3wCZER86=;-Lj($Z74
zlQvzSS#TZ;^7ZRiV7eG4ifL2&YBm9#5B!Na*D)82K74y~sf>NF
zL+-UTV(R*V9o^QAez;-x&9GRe$c8Y;|X%+`em
z*?LYx<1UZe6b)*BTAm1H13P<6*O8K{Di&70voctKZd2_H)akqH_$icDx7qljOeJ)m
zUyW(8b%oRNXU+(f?%uP#-F7EVDy!4b22K}xN8t^jQ{jr^HeSutkXbljodwZLt7@+RMVFI!mnN_#O%40Au;
zt`HVyRgNn6>{3~P!@}Go3kDv?@ODEhEWAd`kaV?2iBj-6NDyV$Lqk`!o+z>4urfK_(s^
zo>Y_igbFJWI(~kBZ@~eN6LKy0*aRX@_;Rz`PE1Vf5D+LH@2jthkX=c!4G)a@X)Q`=
z1JKYg*o(;H?AZpEvWyQ?OdZWG2E4EguJY@aawMX^_7JfN58h-B9ty@XS$?pc5GK70EhthNk
zzkEq566#SqOmK4Y{_EGT57q0slhePyxm>}P%dFC=b|i-3
zK`R<1PIqp{+FBpJWlOll9VqBz4h{~RBqX?iiwaPxsIi%i85X{xHeFY=H%}?V^a#>D
zv${;J%^Df8rmAaqzl=d0qDru^RE^&LI}<&uXDcy=!o9n8?Xv8y2sNHHo~2iwUil_{
zn9_#!X*}=<9ri(ZIGFUwwBL`
zd6jkZbS>{WSKPVdk0*oq3zBZrooq74k8jzv>r~{tQCH2^uWL|0Wo2bOkIw=@{Q%fu
z*UZ0K-q4`-_{h%PyKAB0RIA5*L
z%EB_Y^`9B?`}c2VSr)WFcH8{9iKlgRC*_-)n>Rfyc@P>JpYAU!H=Tae-rhdVx>F^o
zrbhY2>({ZNR%Dv|neGl(%XiD|osG%K&84B_{~0+Qe<2mq`Q_gy_&qsq
z9vRoCMLE)xZl(y33=U!(ubXvsC%`dTJs*mSjLk-cYFAEEm8HIk=$%%j?7R4hVDJlo&@sHK
zRNutUy|uAydv$Vda~-yedW>$*lbM;xKKEGjS?V^4uoswB%(9Ao8x@}(v^cJ;yf*7<
z&-K+DB1g7V%~yuL4m#i2`vUZ*mS&1V5bQ?5%M?nB%V@b+Yh_AlNr_^7L3D3jye6n1
zg>s)=_>{q3KqJe}(seGwAK8A@M6&|2(Ss&@4i;V+6cl88w;c=kiKJ^*V_gOMlHSL=
z>tZrhf)89;L1`PvXjO^78XJ?8bk24u2ZbQgZQHi74?K#^jxoQdY+f1PXEUBU*L&Wq
zs}oJGeuu!09R)qrud8BJ1=0d(KpiC%9F{`UP^A6Ulp(NX>(=4&gRRfbzdq|QkXFA5
z6u_)WL`_pO5{0#PyGjfz%E{Q+)i|xpHC~Kd*Tchk%v7%~XXv_yE*=)fOYh6GqsvyW{)n>Tt&{8Y{KX48
zK83IkzrSbKRt!$J-C%kU9DKK}O^>wCy1KeUmTeSkYwNb|?$;W3A}?OPyc8=7lYZ;&
z-K+NQ-Meq!z9W{F`^3PWJG54D9%2r68Ceco&&={ZhrXRe)w_PBM{+4+4&|$HymR*0>gP;-sA1yIkkVw)XaGviH_UkE^GfZgiWUHeAIavI>NW!tJ_UYHo}b
ztB_^Qn(J|KaT;6!Ocd>`tM5>Je7Gf?^x6upeX6WH0mP5{_96%2+Re?(?D6Eu2ALBl
z3O|0NKYH}2<<+YnZZI%e4*!ttZ^~fG%ge)wX(+ojQkNMS84Zn(dxDLB{`}eU&y!AQI{!Nc?AOl!?Noh
z`wfZ;-o1OSV)IO1yCq${-ceC$I|lCI}s#e77VaI^?s$ml^Xh`O9?#Z6gE~)n**Ww2!46{?Afys7{)6G23wsR
z9q#}$1|4sT*UY#p;XJVx@JEJ&gJVB0ugvH2@^v^Q|0&)z1jQQzyfe&aoQ^-mrfC_Qr4D?i>g@(_aeiGFIl>7aS@x!gvb
z=%}b=5BU_9Qa~z|+4Ln27Wwk{qT)%^Uh9ylyoW|hN=ZwOV-}+)(V?v97pqgyeuJfi
zx(^Qe;_w|a<9!WjCTs~>nb)5^+w|wpXk`{-a+PMv<<&UXP?JUeyTU?gNMm!6MC*e}
zL}a|-;o&SsFLKaDwYKI6Cam|i(*c|K`B$O`dn)hpjE&_#CM~_+apdBL4I6%m5z@LP
z;`lYqW#eazjCQ_K2=@Vjeh-46qodQ1X=4~a)79O*^}vBO;GU3{q>mh-U|Gjh{jOG!
z@(c`Q>+kPJ!~T+>efU0)lujRig{-1-uIS0_51#`4dnuW&@(sp0lR3!AbFnIUIqK6-Q$Buu}f$eXkg3MIp$^%jO!2OW+tuhST+3qjL)v%e4H
zuoMa&;}Wc|9MF8Vlj8!TIo>kTxf0knH5?~0#j1TCPUq=}T2lsHTcZQg$7$+Nl%@ON2|
zzXO7TX$dP%L(WrEQyVZ3UVJ*YqrwPt1?0JvQ21oNB)G&X
zsi>%=Esu*l;rsskckRe#3~#H;=<13P(Hmz&#iDD!=ecq~Vf*kc#Smq9)mw0#Z3UP`
zD+C1v-)3e~IegRU0?@HMPPkiM{q?0?F5~--GhyNzQ5>pmH;jewgKSo@p4go7@Eul9
zeY<$dOPhcT!54xP3ZvK{+w90wzyF&nyYRyYnfmrGHa_m%U!>ZxfYid0I90yK>s`Jy
z@srWJz^8$0!y)}=355=qnMQavEnJb@?x}DLkII&dQKHLn_M4-Qn>nTJ>+tD@WNWY9
zNkymmeb-)|AW(b#9*rxH_{$P>ay1NerKIxNXI13&wDaA#_GqRnyAA?BqF@&QqndpN
z{;d_|?i8@+61(~(SlQ%0nqt^f=go6e6pmS@!NSiitG2%>3g_LQvCm7>FoW-)Dcz~N
zr-ur9X|inlUQKlKDoVGtijFCKDleBkpZ)5=;Szl#gXliXUe7y0%Y(Cp=5H#z8(4BO
z;Up%c0D9U{+_OPgMtEpYq+7_z$%W38
zc3Ss0XR-oALE4cT0+8OiW5+V*$={xtnbU&B(*LXiW!)zQU$;Ws#_+Ot;TG`$-F`G3}6;wg_SP9&O$7ewx1##}JIgc7=J`SR#wp1;~N43$>8>hH59!u`5TJ9a-Hqhu3Og*E@#rn<6!eW0ipBLR+zFXpeX~RBcW#zV~7I}(~9|r_%*}In!r84Fq
zvks=i>$9Qn(GzQDTHadG0uib_CUc)d#I)eSW@&&;8gVh+tf;7y9gUz-$K2c`U0hwM
zmw?J1oO*fN+nf3rGApEf;!^yA8Z`GkC#*w&RmK+fO;vS!tEh}Z_i*h7nX!wDmxH2x
z8&W?JT>!_Ma~xT*&H?zAz&v1KV|#6U5UVXtJ!Pq=sA$Z=hXk|XQn9ED?y&NqCbDpF
ztW;e4{M-&@*GjBa8rr3LHBpL0$%X;J$Rl~*wy*BFO?L%>h010F0|TUO?AFQI(AnAf
z>stz6y6Ly;Xykt|lbGq+!=G}JW`eJoa6I5JsC=sl86@ft#0F?O`~*3U^;DmzJ6b^z~q2leQl}B8=<7Ey)#U+YcVcEpbb_EJFo#8G6U?
zMAYV0(YyZr`}Y$8gMjO)DF+l4;x9q_SI%u7M5Pfhl(tU&6ejW1M3coZVINJZdjk#N
z8l?H0V5a;0WIwIo<E$B=)>Zze`P(R=U1^qRVN-LlT-jJ
zAsHFp5OK#f`uh4icGZXrJXkEMS8pue{WX)3ORNADvtA!Gg?#yi{a9277JudcisjmR
z?4(otvu6}Mpe)8n4akrI0RdTz9hq+oE4k^QY@sGU5j6BkD2#rbY12(m$jQ^ErO}Ph
zTNW>&%Ek*OpFo4~UNhJycs$@{mpX_qP-V*nzIE`hMMj
zoSbUbv>u|}?R)oP(?d5cThLP$zUS*({MM?2nT^d0+OxOQQD$Y`e_GlC$bT+XN5|)n
zzso1BOZ$Wm*4iFozx$hQ^THXo+<0bIy5~jfPM}Fe2lo96K2UOA`^{_kPKRuJ*P;c^
zmn0d#%zD!5JSYMD{R|Uy!SbJywZK7+Y-nu0LXclj+v_=X|J^>@9L$9JK8Kl;Yh}|G
zTti?K#m4qYZB&Ybo3rb5@SZ8vA{utYOdV0b@
zpk1|kb+SdPWLg$#JRLp#yP~3{+qZ9rensf=iw-%0b?Z`ZGOl6MU?1nWx{`UDLH4#k6$yfKM4Z_-hG(@z2F
z?^wISd$=M@;vOL{EiK%bsj#k2I5-@t2tE9|3cx%QpJ>Ro7Z5RTUZ$X+03V1B7mn)t
z)@eMZ?g>wKcej^SM-dGLH&}Ba!ATdyz@Xx>jm>D6Jd_$e_PYHA2<%%E3bq(u
zgj+fUAfZ1s)J|A0Bw2kuJqm@`PsA04+HR*4aO}AU{?po9jDo0VXy^sgfyk*lckcZ3
z`SVQ-dCVNd0G16Kh%GbLSI-1oC#|T+;=?1w=y~j#uhhKSo>##YZZR6&K+3RKpj2~W
z;TOWMiHYgMNxcoY#jY-+UAn3Oj1uJdz7N;oAE@wZ*>-#UA3jXB={^hR@_fe(2wp>$
zEk9Ik0=l6-uO?LXO-c%!Z2GNRBZFUYU`e3H9JjVUpyN7Dz1mkNPgQ-IQaLg@N(`-)
zD_7pUb?XNn2E-_dCA753?h9^!!QAi(q(RjolRbFy4x??;c;0?I}8u357NHRc)w
z$~GwY3>4x$;5mVr7h_0o1ItE#RBC#BnmTwoS~uSfd|Y{3l5zGWrM0p|kYeH%FMucs
zjvouIFja>;jWOZ!o@MEYLXnK**RASy7Y;mB4DSYzm*`lHLLX#Xj%vN~z
z+medzZ#*CS4I(k@j;P1s?no*O{?*keWc?pI6!c_;AO#grDLtJCFh6
zzP9#Du#nO9kN4POAA8=q^}e8hLU<2qM6JrT@t$f16u6^ycIg`7uz96-J^leXPZbwZ
z0CQkfrdGo6HwdNpk`Q>i!%n3x5>+|GRa_8ICMR<;bv#(q3*ZxQ?7%}1d=
z*GX4BraMZOD7iv-NHBPJ%p7z4;&N~Op42-2vd77)xQmyHm#<9y^3BWQT@|ik+kJ5(
zJA0klK2wwm=AoV0Zeh*gvtxCz+Gm+j%
zZv_80;x%PKeo8CPC9}>-Sw3C)<(}tbLXYl*!4@}(&xdrOk=^Y*lGptGd-#+nR3h>`
ze9>f#UodhW@<3-PEH7V;8+wQ&UxlLnNu>~BbR
zzu2^O@yvdC$ZtilAf6!&ru;%_Cy}=_H8uaB0PGVIlDTpvO2glv^wCZVHXM!6en)$rRWJSR5HLgFJ8R(41NC>jEDH*xRse&jL*#X*Jr>7jEIX{h01o`
zEIMu%;tep0YLEW&Kvw%2>ap}JU&NU)uBTh!1Xrb*s8R}m4=h38UEq-Y`ucJu<=N@L
zy=oBWThQBydk=z&TXErrAPaQ+_U+qEAS#%E4nu7;M7qY6ysNKgL+7AS{wuvzQAa1?
zZr=?i$s@+byHM~+xB;SX2g)+&^);xxki#PFct}EKWaJnUGVkBN2Mk3`r=??Hh{PnW
ztxy0AC3ykV^DT!CZNTUhWA!IrDqD{ds|P1nL1I$jYqq@wQau;o&c3zj_UV202UW^A
z=UZ}~_&g`3XdBcmAbr_vy8&i2ImqN45Ubu=wl6`rhXi$CN{E~k|2vtpKG3c2$&Hwm
z&0;(nJL7Yj`KB?G1{)m>k~y-dYr~y^x?4m=H-bM*)#uN@tTTsmMN}gK%u!bizP^y7
zctl0*KzxOW>YqM+f+KtYgcKqHNqlS-5>hq`fl5mRA}pCH9MH0@fCl$d@a@}12+Vgh
znmjxxrr+MsgC`e)Q-ky0g5P)nZTX3Wb9&v4kM3}A&jcNyZ_2PZapA%i3Xxfh=mJ1Y
z0B>(jk9Hft-fBoU<1jTd8!qCo&_mZkXs7B)%8Xb|Ga4YM(Dh@_kDx2ASh*4+E;%G@mD)Ixd92O889pD=zJB=F?<_c5hL0PAzrR5PIFFd7Q7mI&Z{#B%gqR&
z0X9qAk~%!o*Zkb(}GqQO?blStu7y?FVuN9>UXiXs!_zI~{MFr!Z_X7}K|aG@PI#X`nq@a2|K
zRQF4ejt+?S+bN#yT&KCFuO|BZRBvqJgMffrr~$+#5fKsj)slNy$9X{brl;q-PoI7T
zC2U^yUg~SNTyO9hXO%NLLicYuh_GuI+z%q-_{*J(RqaIvEXi}qDs<6WD-2lYG&_|w
zlfOqJN&qy+^-Nh+(HA*MpHPcnUlX@f9
z7oSelFlz2tSn{3yXD)8fVw8@xepFv}DBNvkCkaKuSTJo!qT%M|W;athe?Hk^_=i(w
z%fbQ0wYFSK7Hc+3Een$s-`8Z2q|c#;*$^Rttx*-6v%~}L
z&FJWz#AkyqLa?>iEs}5Ot%<%;8?z4JPweV14}rX?C66CJw#^F%M?j>E1DfoEl8aai
z1<)(~9zCLKt5T6fw?>L*QCakh%EQ!B?jY+I{L|9b))QzSKFSvuMWpa*JUnMm?Bj_*
zspm?zA*}ugJb-<|!k+p0QuriL0)>KcGp=vWu;8KSfp8eNs=mCRV(j9pI|_8=_4FwR
zE{>pCbb%kxMs0($0m|X*M4~?9;;uBN?gV_i4|oO41(*yn^y+MAjBN;n`hR>k_Hca^
z4$va~OPAaGyGTI?cx&
z<~9kYU8#%Ph;>gyA@3(hi$F)WYG1K?3)ej)+5m8g!-Y$$YnT`wO}tzYatDtJruG)t
zbLbnyDZ`Za!})dH=hi7jrxxu;4XA=A!71soflw3_CBMKxF9peI5(JH|&fU>rgvA6O
zjvl|MmFu()mLuU@`!9T0hJ>3w*t!}FH;NwGddxfyaei(Ay%5TMK~ob4Nn*h4gg&{?
z=qoRozKu6OypVecD(4fZ>$VZF;{f73
z^B$oBV18tX_TzjtMKHRLA3aLb;x=n`l6PTlaP5CZdam5Jo&2rs;OO|SxtWs)`A~-7
zax0HRH$r0d8sZtp?{Bz<8G{_2KBfbJ?*_rk_ZuBncrL+z;JgImK>i24NWNII25V~*
z@G#O=F%!U(?};Id#=L6d0Xk@z=z|4_KPE#HK}R`1z>O8?O%g=!Jy*hOltsYEl7y(B
z)^C6*%PPgNSfIZuAnM+u21G=8hM1OZZ(vXmnFHXx*Dqzufz|{j1Q^g+o(*bM%7DE
z`$@niZ@POXx0dv4>y`5>SJ0O%L!jn>LH0qMEGipX5by}
zLw3;xK_%lmTV8_W=Zx2BPT}X&<#|Y(Jtt7_t>tr#CH!#K@BmSjk3$OFjr_?4ALx@I
zqBcaDjx9yrLO6_;ftmAnhN#O0zbIVyI@X7m%No9)JPX#eLu#KomvZJ0&5=mf@ioN
z$feR}&aAp{;esA|8d}zF?X0!X?_+BZ0pj9RM-b6)8t?Ule;Hv^{fclr9UX2s(mDe)
zEwUxLkK=On10Avh>k*~i`st+15nV|$PPIf
zo16+z>c7AehVWWYSGOMXHev^&g;5d=<8$JRa)sag;^G?}AE&2yA1s%+V@-W%z4AxL
zqfX&?H>JAoZ>^+F=5SqoYaaq~kXH5hF$s(5VJiaJq(K-eLX-6~<+m5+C-bQmhQKNx
zkm4lU1U`pJXb$9THH$fXC08Vwwg4SjxR+ajQ{uPW=;VuaS4wAkyRx$?t&xU8*^Hse
zVzPh4;32_%^OgKlTTHISY=8PF%uX^bIW<)VXAa+R!}{=L5F^4@Zr@&pv@6m3
zr+z+EAbU`1uT7u}*0heES$yO(Q0@T
z(<7JAziZ!)6r&mdguKO;4
z{fPTK6dm_DTkkBa4@s(cX+|H_UcNIR4XDmL3wK?AC_UX#%za*buXYyQi4(=_QnVCH
zL|!1yLQyhar$|L+2FaW*Y8n}#-{^hNnq?^;OpBl)bev&S=t;p6!IJS
z$IKxe0M
zxEkeJ%Uh3DYus$dATG8k*Z4>5n>TA9i$3p-zoW1P*5&&3x8QRU(bU)$7U4maI5iq%
zPwsO|XhbHC#KjKg%`yVUB&DT�G%4Ds!Ok9sK--xSQ1NC0II^m|A>AGrO^YWyzw@
zmzKbZmi56Rf9};xURHP8pXpI@SI6C@rKM}dCEae%LgP*2R#Nzt6-ky{23_&)LOM(K<9qRL%yx(*O<>_-^KiB
z_(B^|qf!3*#ETJ`BKvCa4ffSw0}ACRGr<4=M+Mc@tRMp)k@Rir=~?dX?oI%`)WRP@
z$SYti$^#8hQjel6?IW^`n%X8rl-%d1`J5*D@1PWEd}RACLU|gk2?&dvBQgvSEQu!r
zhfrh7W9|Y=kWCyM9QUBFZ{D|$8IoZUoK-7?FA%LWz?DFaiJyB>r-)<=iZK%HtI;@!
z$Ad5i(Y?{ki1mX3--4d@H%oc=a0eh>F@U}&`p4#j2iX>;E8T}i$^=YY871e&&i6N_
ztt8QGJbz-7qc4*ULqJhV@!^Jl(WC&J!WRBLRc>k-3AOfGz`O5(65+|-15^1>Tpali
z53Y;nh=`2D?0r?ow|)CkTzoMqVlp7$qrkvI$TTE_49KR;V8m~980p-VsMhrqGxX4u@2y4bDtmKjBY2(zern8PH%6Nhv|+J!Sc$ORmSHJxtO
zbPINRBvujJJrZOmWQzz4;IIZO+x1N~4mzZ=FU++r=;OBRAuXbBBm{z=
z-0<^LjPI&MBLb+M>QAXmavZ%(vZREmB7;O6pbA~Y|H;tVyOi<~nFjiu!tkgC4*`+$eGn?r=s|oNGkVTCK6>&l{E*!*$Jj3qtQ7R-0-+
zHa~leY1r_Dd+6b-jB-_S3V$RXu?xVo%e`c3x~lSbSS@!}JQJYtlbpr5i8PxYW~YvU
z^&+Om|4ji@N4y?;VUzLqCsA%tbY#XJ{rK_YoTB2p(Vc&P%)a5DJH}1_-`!VyD~r+N
z7Z6<*9qeZ9hEQlTI2U4oO3SpdsdS^Y+PyMy%(xz5XVq7I+{72_h_e$fj!*
zW?o|7x!YsM&#zzjN+J3R!u=se!77&*c>qP3HkNNi4ak!1Y
zrE-`AodutKI`gkD?$^?``M1+6NLWz6Phe?dFX9S-UJ%F>6<6#uLXLeopePXMX6#`E
z_Mn=a*V4M5m^ZTm`vi}XPw4B@AkI#vBHEv^nT@qI_R^-hfsxiWN&NMDSXgRrA`JH#
z05{pFdOOioaW@1jVuR&>48xHfK2xYcEbG?M!)rz^3VXTQLFG~8mr@8~e*!al>8cGL
zz>e?Uzh44*witUFNpx_tq@<2PKlT8k%0)j$!>#Re{rB`#*#8pNLv2TiuRyloL9AIp
z*?@h8qzPeTr#_NDwG)7HTj5e9!xbRT9K{1Evx3^%b=Yb34lyPQ1rWFZ;0t7!f!a#;
zB3k54Z^vxeXHvHtyGzcRnPMp5p4Lqc{B>4v=PNRpd;PpQ4!*}$K4=Ru2f+RocMJjq
zftyKTgd2<#dKq)>4EM;(@t
zQMgC$3}hKmk@wgQ6Hjt#6d+KlfiAAa+Zw=`gn>Z4g>`1p$0*#}a=Blh+X1bRG3d-v
zXdq~r9d{;=ElwI4nZFq+=_HyRN<^E+bhFq~0W==iu()(J`%R=U
z^k#wEPy49_#FHY>QVH#>tE3jF4M{|1kbQ5N#E2oPSO0rg@~BMvvP7J
z=OTZ@~rd3`yk)1e)~QOr6{XeZo8!DWRhTFcf?Y<
z&Mn?Mi{0XqV&n0BTi3dJvA_1Gw#=)kxbhj_mD(b!DzltR>E^}_m-F1GE*byuD)1Ox
zD-g(d!ZnB6x4Uot$5_nU38%cvpBXD@D3pQ;ahp~_b-RT(mreTW5=>qiO+8ztM*kHP
zq^7pkEKNsKvuSK9OwzfQs@hpBHE)$SnLF6|fmOk!bt9O3Fd__{rTmGXO%ihh;8vL0
z58BpiXOuUw`_3z)e
zexTwTQd^?P=2k#k2rt{4ZTh-f{O1E{e_p7Ib!WqIG)jZ^5|wL6*Y87+|5%G-cj)Cl
zU-6NX{uc{8XqqGrV|SG}Hboklnl|^E!q+&js90s{3b9gjvf0LFrss9{Ee`XBm!i68
zPrM~G44g@)yKz*CotFo7lVOO}ad_GxPtCKUjp7p$_SV+cM#sgSLGu1#&Lk^sxbyGK
zn)>>Khi74v{Dezxs)4|-yg4?YI?!Gc|gTHLybkZaI^OQ&G`g+l5wgx}@Z`B+s+Tl;&e
z1%yCsGC2!C><2Kt%~3#)s-kik*a&fdbu8xqZ1H#j5l&UhO1AnNv_(gV&_fR_K+VW@Z9yu)K*Y4+0ngm86Fdcj%W!2L
z9#juCBr*VB4_>xhiVd9d5(smGRzE(R373>WnC=s9
z=m64wkg#4GwVoEpeS`vY7-e+2=wMz|KRf=0=)K1I0`~nEWFXWAahSi|EG#VCg9yW|
z)f@p9?z2sYb3$2g6?zJ5l2*I|I*pErIYp(`+D$5}svew`sauad3?%?f2TbbX2Ew>R
zOx4)g+3k!2$j}3@A5LQ;IHKbeY
zrP+xduAX|O>TD>i4Ku{3AJ8%$+Jxf2QPRaBV6S$gX(i^Gb>ZrRKX0<0J&7IEBg4M#
z;=lr>=rGmTj94oShEi`3A{=B#*c|->f7=3-gbvzDEuOT$=ASrjZ
zvxf&#c}oxyQc_g(1ODi&)3lKH2VLpzc^zKicY^!d)d{HUW!SNMURyg9*3m0$PmuFR
zlkW;PNhpDv^8{;~PYzor!VP>SL=dL<3~W>V%6ln!Ay2<{uk^Lg;Zjo2(aHg8g6qIw
z!(nKX3sA?tI>t(FBt_+icgbbh4~8M#bO|N;8+MTUzrZUM%74_Z*PSj^_2)&o(W-8|
zPQOw~S2uj+-nY-bwE$B|0ZAAKAeQDVuoh?2V?(ccgDqdk{k}j?{Wb%&{~@n}`0xkD
zN=9~}E3xActqie2#IfCz&2Fk0J7=8yCnM^0byDKuc8AZ@ytZ@XCQnpC7R4BR>19ri
zOYHa_JlBav9noyGH!b_`wxWNA3ZMR{2{7Tl`sHZ0t^DFAKHBT8`-F+~73?{_?l9u<
zV^b3~b#=cdzO59<*@t9{DY8xt{fFZ<4lv;p1z}tC)}2Hs<-DqDMy->XnOSv*^GrWg
zRr@i|!c_5e%Vb_4tAe;ytckg3e(Wf32`Y66gd`zN4#CT3Kyp$F@dhJGl0;?m|ogi^X>k9CBExT`*nsU0ZLCM}E
zj5qUlR$uybt`<33_6+0T)4al25lzkchLL8G&UBUF+f3Icry
zIe&0Dy=+5q>qCzi9qIF(1g&NExW&lTnELv~i;J-iHE8Y72=*nQM8P+oyoAcZZWxsnRpSDHwYfDT_q!j$nMpvS09#801zNG3If#N
z*hYNbL!!i9j|}&@D@)ds1A1=%pWl+vFw=DQV9Ew5=*;X6D+4mbv-c+oZbZZuJTF}n
z-=!F>Bn9RqyF$FK;0f{?hA54WK(1&>U;2kh*b4zr(eaw|Hds{MLxoHhFR>MqLXrGK
z7pFb+S+Mda=40i;wA2D0I$t@O%>nD5pE&U%2ZFEI(bCSJe;BCav@?Hhz`_QmXLok%
zoO#|%ZDJSsi{xC7LdL{t^3bNfuq4^NLmI<+q=e6~{k^B?@3$Ra;b(LGZbhx0AC+1V
zgs$=#zwrh&lIaRw!bb6M_3}tt8RjxlqCK;giq&ZS;|^aJxWea@O37?CJ~F==?5B6$
z%zm~lgTn3j)6dy*4f&ieV|YPhAyAw(Y)L~{(#TXqg&!wa^vf~HYqd)j{!}i6RAN(@
z{6cd>!xPrChc=`BxSW-o{)r&60BNQgR>#Ppn51Z8>2a+-kh|aZgu~|wpZ%RJ&zhAEgd_IGvG*)Tf;%Mk2KJp3New&>2J9@UCu$x*nO~lEO
zU9T(XrIG#WDBpoUa|iQgDsfpM4nOY5`|>!nU7POUS!mGcAkU+pl`d{Qgf$EE%+3Jf
zuadO}6)`vjV!-ChKvU1LKCHlEtSiigc7IebUU>f<_fSQBT%9r11>8wiUe;O}g8
z0Keto8mPI<{$2jUY`!7N-E@V09-#wWD|M%ifkrBz>>$&?Wyf;0Y_g?AbZ)HLX7aoJ>#Qs>@{m$6o6LUCH55w*kf&_l
zY;_{$SJ3mtL=g4;l*k5dB14a69Wxr0wFwH17;iXCuN5a%}Vn9F;=`x
z@IU)j;}_C66-f1s6V!ozB055!g>@}z)-y;4YeE{2J=Jsl*fOKMM8liXlVQbz?c+=1>8lzKi0s^G03uqVs
zadyLHYQ219w%o$)AyCz86oj1^4Sg@J^zy!V@Hud@Z(WH^=GkU}I)n%n{5EcCq;+{B
zA1t(!5GVJANq6`XBBDbDv`;16u)GJYe*wzcSQm5I|9sl|=Q7s9Lp0@(t6$|Z@xnEX
zRy<#l-Vmwk`z;uPGA3C)dFb0$^re97PCSdIb}a(*gABtm
zs}sqL(o?WrslO6?k6*yvX>xTzTGXgDZ|RV{JO*zdzGybDVICv@iEy0Wq|FoCRU8)1M1?71jMXvltM6?qcCe`y7n3Zn!u
zJoT-uukY@bTA1GZ-8kd_FobpT$+!EsPW2*$htq(Pf`Bv4h*@O2?!g&6w7205mjbl|
zbmw|ir*#+l+&cm5&-#;u5Gflr*l=eE9|o{+1UFb4L)|GL&}!^jhO|g-x@v{F0<4F#
zhuUv0G6@t;8<>ulp_otqV9S4kAlmPdahwO5$zXx;H37Hbd!(`vg46lxsrf1Y5ZgL+
zIe%aGKOHE1n%4cv#lOeKp)MqqYcl?C0P?`}2R=zZa+T$EMLt|l72Id4r|UBE(rVeV
z$wTR1y+mcDH`iei@+&q_*19J17hKUH5aJyqHTN5wJ-Z$a!p)$QsPtiXzr63DcS?2y
z*2~6&=2{6kBc(+D?5T<@wwolof3Yr4r=(%S&P8k$bG}HxiKJ6l=3vn7?EGn_t(qBj
z+Whi`46+4{w19jgwTW(NAM45Zbj7Z1#wNW18pLQzF=zEQbbj
zM$e`wSV)X~+A8OdZGNVc{phJ9m|U-*>Od|jufS#^Q5dy{XRTZ62{7OlZS$a=Xb>jr
zD7`rFZN?FKd3i#|<|dj1ym;IkBmpeDq9T2aCrru|n435LBW^X1xoXHM{kMoaVhWgj
z@A&w5c|{&Fz?n!^J*~rPdb(*+zO>s|Bv0BeY@)!k+Kuw#HrJ=y
z&9gAfWAoj%ejwST;y=gUFTR;wm;3skqwfJ!Sfjmo=gljVZ6)XuVTj~~xK4bNr!m1R
z6@o-^4AsgOTK`cqt%#L~}ChcAed#Y1MvWyt1>D-r%h{6wf-qfz`mF8pdi-cei&;rw`UT*X5L
z$soRP7wf0aKpSryN4uCD{sICov^TsYu@cr<7+wz0?-zcIz^Z~ez#oUHb}vE54=&w@
zTa5-3$puWP=Y7bfXA~bQz;>cb;Qu|8Ay*Rh{Q2{=6Xc*%Cx@5sCVyEWUqBYcvoCc2
z1HbjS?(nnr#K@;u-_(f>V2Rb~X$%C4KAp|Z44NHl<}Hcj=aKhc)g$_%XL$b{ind`<
zYN;uOBD)!nI5lE___WQlnUQ7zKDpoQHmW8*bd+<4%r}!E{~voJ|0f18?s{}=Y}v~|
zonTlcFTnF*F?s0&YTJS!H-#V-U~$kk_L9(&{?d`9+$k9KkX>2Ri^O^*0ygE?0&TfwAlQ
z%DtbUOc4Q<=oC$}H+cSRB8`zKg?|QG=LhT(p&XWK*^~=s;?)X*5IYDKvu|~^mz>P3
zyoCLBMpv#hY)$0AMd+QNi(5jZPEt7VCLf{rG-O0bnZheW-rz7?VG;;E*)$rx7LLcu
z2_zzqdzV6IB>K#&akwHF=Db010J@WS`{mxZZPzdNb%(pVVVh|!;O0eD9U>SOn6o6U
zxClrQjdunhte8TCMn1VPKohPoE}<)5RQizCseo5Gig!Wu*NH=Zp00TKP44gGl`i)C_^w|x@#>jdyjT@+t3@G!aNL>>^s?vwx*A*uhXJZo+
z``P}MCwy{y^QL}amc0Dd_+-Dq0kA9WFj71He+JElmAsh^6xRG-LCvlQ2*|%eBZ(bv
zY;1g0JXwUZ*_2Ix&+PiI9Xp!XBWR`>j+!lasjfe-gwt39zoGrras+S&t4x*@gry@6
zX*SQZm*;r#RjKWAAh?OCBfQRMk(###J4(kAFYpS1(S|_DXFO}5j6s57O*Gtp`knCS
z#h&1X-`{|Le!gSiIRgrbdK~<(v}k7%wlL+p@Cgm?=~iEH>%cA=52p7}??wfv3;w}b
z!FAl1GIIYU2aa0L20o3K&v$pKZspOizry(4;TMBM9d~t_YyF?H7w#;{6p!_IZa?n}
zR(z^e)eVK+x09&v{=9Gy&}Gl!DIwYv#OnxggrEyfs}C%M15|&5hTe^f{tP@F#)~HW
zAHBctdn;{vqhEIs_VmBBcjj?D?`ymN88ep5GFOPT%*l`jq=b~r(V#?%EFvY9xk5$8
zWk`f1O^b>Kp@CM*5UC6eXi}-9c|7lrwbyz6diHb9d7bmudG;TBuf34p@B94>_kCU0
zeOiS*G>Vq|E`_HH>bdyvC4SY3c#k*{$8`j
z#n&fItYYUDY|?02b60;)J58IC^c%}+D;~Pqct3{l3uzlM2%G595F$v!r|c?8|F|P{
zJeH%nprAh?7l!opMCA~9RCovc8^Z8i4kE!qAgpcCD}C0XS>(1&dAI3GcHc0cd{)$A
zSXMhw;ljd;+mt4rD1+a40h-x&e_$z}cD#Nz*JUbSqyO-5*nLa4gWk>n#kE5j_Qdt1M?^K&n3
zwY4o&SDOw8;aDA^^CrfoVrNBq+<(*xpAQ+#jyGv7ZElo_rvv_8KG?DKdC}DBKJ(t(
z%#Uje-Jn$=I|!$D-DFHcRf0-qiAKO|V-3zVF=?
zT8G@~-|Dh{g6Uqz+g_o6K3%Ah@#iTju;KRY`#U{ntipGdiQ|okr&cGUpYPK3p#c0b
zugxfu#XnC}ycxp|eskEJ9TVspq&{?(z16p+M%NcbZ%DkVP-Xx8!{!f#32mm+A_iM8
ziwX%5mGM6BJ2Guo#wpzy{=9W*YvH5#&EF>5r=|{fnmIAbb*AoX1vSH6+g98z54PUZ
z{3?2$U2*cfwKlQ+zrKHH(`xxT-hFka>Hv+FvE5zoP8zIgyBILm$mx=Ct(%WVev;3C
zi_AiQj=dSL5&ONe+P17^j(3F47RJGbf2a&^cJ0s>4~rTY@w6QuV@SJWaW@lWhra%{
zEheINV9brR(Uu0C`6s83f1g)++(&Dj`bMrtbl|xAN6gsLWoQ4GU>U6TV#471wzkZN
zR@v`&t%=%c%#o5VI*~^@KKqhP-mH(8eiz@=8m!jY)pDN7z1l9Z-nExM1iWcgFIc81
zI_Bs*Hs2;oBzX!!dNzVTlSowM|M#ebeqaN}6JSJ;1t>7pv5@1PBK+R6O`Ig6Hpt)C
zL0a72%;5NP_So80xVB`vTJqAqQvPt|{m^f#)^`M-y!dTRxcPi=&%4h}qq6PS9y7%j
zS@P(G72w*dkAezTEx)gj+gvzZROl!bimsnp@+VraE5NxMWB#eQiUI?C|D*_djo1|w
zLV>$IRcIc>J)`Gzh3a7lkSCz+wh#zNQ152_5X|$Nk=(yTX%Q7&OPT*WG;`oPBTLHy
zU#GO6&t(KmBv;G@db0wgq%UZYd=v+%+Hax$ILAOt0c~7Pxwymr9S^+qz0*6(b2p%2
z*Tgz(2Ltg@ywaRM#*VJ6fYI;g4DaTaz5fS23oxA^p1_jr-Pivg62AF(_`IO}-I1|o
z)3l@@#fJBp56?1xzcojWA;I&Mchi|b_}FJ+AO0e0`03Eg5}oCPlx*K030tWkEwVe
z3Tz7JqGP7bpHrPl2d55`1rVoXiWyNsB71T^4-~&}jQwJv3*xn^1U3KK%I0`Q?Up
zEvXlRgV)A{oVoewpdg}uDzN%|-0>mT%RKFcZ}yJTyt6g&IWhi4S)WhLlh*YS#D(g|
zwg;ik6Lfm0e|8R~Ka;2ifpD#Lo@Cx&k!tthbg-+^peE_u{eKsB(B3EDPy*gHQl_y0
zdFD`s11F7Oe98g(DQeaSMle9l6?MhJM3h?yMPL)T4a&z6uE@TA$XX$})Ad2Hk=J4>
z@OjPd5RyBR2W=A6&4aHufmi{j5l3BSfr{otw+d}U5$OLS%JsW
z!Sc(o0hfFz0d
zks5lh$V6~IkL>Rs4%38Z^+B<|k%`YWaeH<#>~$HAu82NIm+JA&Ls3dFnk3E%s^K&F
zar;&fF#w-o3F0b92~iq?{|S=ixo?q}aTDycfE8xa?NqUG3+Z)orpzSZWgvx4^VXE4-u
zC})HyjBO=2#wzfCr+~kKk}R0719U6S;8t{%5!q@8>7J{fjF`_nln`uTEL`e*rRcnc
zSIRsYwR;I_P|q)*@^f9S_$vG2p8Yp@%yanvfjeLM7=dX4G@%{>tk>WGs6fQx5Q{pDJ~&nXWCX&_Y}gCRsl58d
zxkJoTCn(a
z+fl&Kf-YbbL-k72$D%37H=)1E&g8nu8zBS+BURrSyUnc5q2f{b_niI4Ma~Is9`x=I
zZTj@W0;jqe!93Ka=KAjf$6;RNLBd_B;d_4*>av>=h#EFQ?XC$knD`i#_-j`QbuF|6f<1Xl!g;_uJ!6&wWb)VP8T4Uf}!QtDh#CvDo2U
z%*ggG;Ip)G{a9T*3ohlyt!=a4X^)Hd+F&MuW?&fcQrtd@4cQeg=lE$tY4f}m{AvQw
zf>rJ1HOw{ZQRxX{_*<1Y)Fno8fdPFXU7O
z0+9)J6n~=jbY!ra#5MBYUhWpVivoj#_2Ar^GNV*0+@2%S`UCkhrto>zxq*7$O5V?g
z^cE0;jdy~nKpK8zltlf}8d%ft#l>~Yx9vt-OdWF-b5!R?hQ@8{T`^RBV2)~1f%CF0
zP4AsHiC;npQRLP7@h|x06(jy91-ABp0gT|c~H-f64JiQntRFR>yW&J_(p*Xu$(Q^+lvFYPY?
zxw5Wo8b@Xk#l@B}>~Ngc-`cW`OuU2l@BRZ5tZBg-|1|@q>*LbWcmrXfBgCR836#Hm
zfFKZ<8!$lhyV-C#Z6~2bRCExREP45cDa~f)omxU-ck(%`PEsOAN9dSMtQuARZ%c|4
zr#fSyy9x{q-DY3wIX&kY)4K2OMWW#NNb!gaZJE%*D5kVFRa}`!Nzw3C-}M60o@w9W
z;61A-4L3qp=-CAL?y;s;JBLVHIT%8CW8q)F&qUVV>?Rg=<^Ia9ciIn{vSER?*O1>K
zP&RPnd}X3Z0Hbu1qqsXM0#H{WN!!4*82ra7pSt!d**c>9!xvu^>)2CkQ(W0W3oASM
zR=Bn`&BSZnj%QRTl$>HSxi&?)rV{zG<4M;s%HK*UTLg5tZr9rtLV4*mtK?QQ1n)C$
z4jp-X|!;MXR
zlOGAgTPF!!x~Rt4^g@n<>h7IWd{;h|#C6WU=!(5k{UuGuK{IDJ5;dH$9_9lzEMJ
z4XZDW$&*p9&-?i~S{sVqM1FJ92oMx;m4;vaGfa{kZV0v#Vdt`*}Qxidb}lZ|IT5hH^%M`+Dcl
ztW`DT*{VXjCSDYplDLYtNGINdU8eEw0$}gIpfT)d?g{{PtG~{#?aFEUCrYay@KvKz
zmb5hOS-bnh7RTXR8%o8(iiN;-gOPaJq0GOo|4h_sW}sD@io1~P5l)uH4mesqZePAF&SZvm5_l6`Y}bwf|zaJgz1);
zLkJ&W+V7s1M)M~b(f$d=k$B@@3Ry27_J*R|W`svkXjIWt2`|>dbMeiV)bHnDbH!(D
zi?1!89dg^cWqAFjD+#m5b(xYn!jF)eADUOqqzksBOdIul(iy|om?0SaqWA0k)RWaF
z@#BnBV{d-eyY#H1Uf*8*WVK}XOJq-f?eVfg#>J`KwZidI_ljC%LNg05#nsIWjeBAA
z^6qH1PCHOeW@dGea))8E#dMQM8Io!GGP(9#bLiuPD}y@8&Ix*};uy@xf7fh2v&see
zQRi+jb0!Qrxv+IGGB9yzutaC`)53=7TPBwus}+>}K2rbO)>~X~!o~>xH_=KJc&n1w)Lp?M`_+KJN>V$TIapQ>tm92U)i!w6gan>7cmt-P2CfgM*-pkta^vbPx
zU_0ZWmVcV&4Z}G;inrccFYr0Ulf1X(U2np-WHCN>vngucR`&}JN5Js5&n8jrx
zZQyj-^&=Dt?L4&=
z{xqcYl}N}2s7K5>8D|aQG@)u=rpf0-wdtnQk~YYxxcrX3oY(6(yF(!uQNd~*Lp<;a
z5(UzyGqd2IFi)WORG2w)O~*{0n@AVa(&~r{e>jhgab*k2B>ZlY#c}p-^oBb#VLFl_
z_qBXhPLRPP3(L31l#cC`J$IF7EcrlE5R#nkq`=fSHHjQAVgdUsQW5zJk}!;Uic3n&
zQ4Yb)E8tx!QpEcGva)i4Y3;e~?T@u=Wj^Vr1)YYgy0TnP4xuFPJv4uQhJhy-9rl~h
zZWpFbmsEF4uUN6d^M(IgYmxe5#sk7VL`zdsf?wBUhf1@=#6(S&QsDAy94t6&9Ku3~
z30Um$WQe|EJn;!OEIc{y7FDydr6*FCqJB2RZ$CCRR{Lqeh}ch)J+%)~1g)p}K2Kf^
zMXCo%TS<*VC`#r-%p%VVdMiRM#ON>vHs1KL#v*``NTj5sIDLjAxltNF-ucdzi{UX1
z{&{nTeRYb@yUJVTFU2jgH{(@f9QN#a!e}KAU1{97xvN(XWUY$yguUo9k=(M~TRiBmL?-g}O>$?m!#c@=FiX!_-gqiDcOz!y@reOIO!J
zY1y7Vdqm&?0?O|VMOVHse=1^K0TC-voPXlrcI#3Y7aJSKz$a5!Ly4gh(MWD?QX-9U
z9Y@Fh%rx^dUC!y;N|=++u*s4V)j?agY)Op1s%hLH+zmuZ8VQmQQx*g!CTcCdsM3?3
zLxjZPw0M9iY$WrBJvxg3Q%}#H;`uR$(T$KO#=M2yp%|oRr{ij`k*tr9KQSxUePz&%
z_wS7eUJMDj$q1Vd)Z?j4-uX#IU1hvG{(Sb#53f`o!$3u(g|s=nv&m+QRhc^Vl%no6
zSZhOjdlf9&FQ!{h>p5`JzS9f2>qZgNh3YYoQ%jk!o!h~|qk>m1($eBr(!(uu_$fa3
zrziWWRN)A6ePxh`yV8USUKpS%jUIh7?K|+#WyENjI$lF$pTaSc#I_$N)j(Q<4c68R
zDJ*Z`A^rUVNjN7DAD-`DrK5F^6jDQ_zB`$^m6uYTW9T}x7wxUOy
zO@z^FE9Jhud(XuhLrY7Uyu>NW%8G~Q&M`4D*-5C7_SP60gcCTtjv77MaM!MBva*=h
z9_6*-uXYH9CiZRmSJd&r)52>=QNDMLp@YMW2Qe|rcI>F~Z)=}5)leruQyj9GH&5yl`r7zA#nz0LOS@Ya+pk!=_82vvgu&p?ad?xQX9a^09>Aua>j0X2h$i1$
z1nRO2l+G*^o>tmWq9W}~982iw#Ib~VM-TZY=&?FS7zw{5%#IYMPF;37Fs5bLq}p4`
zLq@&+!*UV%X9L(~9Sky4^|XZB_uad9&#MoUlk4W>XVd|uH5J1R3^aY
zH-dj`?}m?Am=pWOR<3+!$jYFrK|#l`cEd8C9O?G>U+|N~2hr2(DW_`*vNM^Np87u-PD>ER64PL{e$I7;GD
zA-p=$aQ~F-x;R>tHX`<=xw$#7tn4_g>t`+l;hm1_deTgM09_MErQ`sfw_$@KX5X)f
zk`loW!f?jROPb)?Jc3*aa*1!Hz8nM-+AEVgn|ew(!i6+*-5~V6Z!Jm&sgV!tE9kO}J5twIYmvG&D4X
zX9-@M^4PL`!eAe4#6ABGe>b)ilt~k2$rt>Qj<3(@)2Bs5q@XWMTtY$IL&fxJcpJZK0>iTQ#@))~1jR)KBSv-|aOiJ?5Iyq!7
zYeg6x3kx>>t}vXU&tJUw1+Cc=TD(eBD^DmvG+PctQRD98yei(@ovau_gI7l-^6t65
zu8mZX8qblASI_{p-h{wgWrhr$VEXVll$`dJ$Em5^A>(=-OP*RgBRgoo;=tu9Ml+&s
z-qh}RU(^a5E}seuJ5!rgfBP^1LMMSyi^Qg$J$eX7V=PeMM1@5W8&+5b!njT_*^SAx
zC@Xp7Nx(KoKmzzf(jsuZUc(@2;|UI9-sDMEI%mB&1gY2NtzLb8_3Y*P`ZBy-Es6x%
zKZ%4oJ9gL9re(ucRuW6?n3;z&?JeEPpD8+H#z^6o*3n>9C|1=(ST89nc~@ydlewSJ
zV&T?=Qu!%;UKp2s)`t&#O1;<@_*dgAhl^*gqE02Vw%juc9yltwt7)y$Gu89iYixym
z_sWHOF
zMEVx4qul(*>}JiFF=FDx(3CF59O?8H51IB+YXX|=mrl5UA882M?_CllzBj=bs@8*r!{eGz0p1z!_hgd222+n_(mYMlfq^A*VV|cpVgKz2BykMJm
z%#M}aLDE?J?HC8$u_y
zh=(~+L7{`NsiBr-mmi^k@z{}=
zf!L`BT26|fnKi(vi1taOvb!HYjumxaaYM%2w};Q1>4#TVm}{GhFy2M>Cfw-wO>T^H
zNFy2e+y0km8m7qRa^qlGa}x78=vH~67ONZEiNsRO!i6EOsNC3=+k9qhEc0$YlgC+K
zy8ob*<8{BX7kL!BE)=a}eJvV>z>=Adi(yi2=dNAbOEboA`FLNJu$}uD!6eJC%j6r1eXo9iZB9`9z-K_K;-E~M|0a`;4LKE)pF*@Y^CMacRxm~`37mNn_YGi?U+_D{T99vAR
zmHQMK1TI&`i}Q76W&l{^=*(AXX;*=Tju~6$4^@Lcor_H78p~2%-iRm%T^}uA`K!1S
zvcQHkG&L>bYW+%G^?5JF*=X#ujJQGk8w>|JNoWgjUz*Rmx$f^jkHR3GKvSa#>oZyN
zkGK~T-7w;Yp)Op@&FboEC*RQ6*h|vGW-q|sapa)EgWrGwC$-^7obv3MJ8tB99Q?|d
z367gEVf3{|-`uxPLPMf}m2e~0
zSA)N;Mp&V{DrDWK%U#~JmC;FX!0BMcdkv(bsR6?S
zKmSQeJ!-UL6pah~(}?IU6<-}N9p5TCIDB+9!Y}&8&MV|tn8Us>&wP(Ta|w3)WJdRr
z^|&k{Up3|FQ#S+M+XN{SdQ)6t*W~EdRudmhG%*3r(G4--&)UnwNYk1
zjihnB%VoSf7I1i62f`6BPU4TK9R&-;>Wa$Qa|}D&g`5{RS!t}(0JgHn56rkPvnuEz
zWM!v0s_XmC)kuw9!bH&#r^yDS9WQ3Xk;O#JbJW`>*y(CuOb3UHZ
zVpoTRgq%KcLK6YgRi5^1I@GqxsW!@TAqTVO?Zz4#)VmL#oe|1&iQkc4lu%4k-Gawq
zmAjBr?HW?|UQ3>HD7eq5u4u};Vd0HWy&8*&Ci98nIF9J4UC2EPfW_uzip`c-t#fB`k=PBx*_VJmkRb#o005I05K0Ci}
z=8^>q{Mc$I#j&*ThL89kdNnIU*KF^FH}?2tPPU(T>5;kqs0brHD7U_Ha(gn{QZw$S*Izjncaoo?5$l>fEV9W{E<7yE52*Npdx>`YR<;u(a^t_7oLM-ZSDsEz!1glm
z1o793fP2|#!)`1EYlKWp$MUj~TaW=Cz2jxCIrMou-;JhEpU%lSTK*bMdsR)%C~*k5
zG~95|V==LPPF}q_l0>(Y5fRhYtX^%vNBg$I>618IvZ?k78wPf
ztu4=9)a~#A&VP?v5BJgyALdR|h`47o-kG*VQP+@59|&y&KS100+16l2;5~T5G}FD8
z8n@K2Io{B|d_`@tE;MZ8R~US-Or@DKe^-{%^UrnSJd{)4d;gX`+h;R~6z1@7SjUMP
zRsvdeFG-z)6Wmu|^8x;O1*}twEL$%^&YOV#7A){Y?S{OY+bHVdQLVnwBI!I
zvsOQ+bw?e>iPV&uYy)hl+@Uz7_VCg(k>qo
z`qnzhsa&iH6?#7C1$h;f{=%V``Xvp#L?oc`!vtQzC7;-6D={!O_CzZB3F|lTR}q^r
z|MwlFiBLnXPVoD5_Y%!BTXTfE`Y^z`&ki)qpl{SJzxMxtY;itORNSqCLt=e&!mlQo
zN&GP9CVOFq$@-eHw|-t8z|Apkl#&7AP_ua-08N=
zsDD;JH2y4>R?At4T!BxS`+Srww+MVjPKJ{x)R#Cu9}VuTTMxbETJK{+`&@+v;1*BEXc
zfqO9HblNz485kOhSaA{b07t)I!GcGO=8q1^Wt$5#TM)1g22lx94Kg$Miv2=Ql|EJ7
z-S2ejEDM>zQD#}of*E^0ldBm75Fx6o#Oz3N79~
z_`Dj?c6>S@$;gfq>y#$w$sm!4#O@4zW<8w84(wSoA$~
zeay_vBoc72C*qQAAKi0z`c4w0tgUaaR!qljl*f`x$2yrzLqy?{TQ+^c0(+nZP5|b5
zMIjpQ^gLVn<4~_uIj5}h9>X|ZUb-gGwXBu2fb6*roK5^n7x7aNw~9xPqR=Dn6Klyc
zWTKP|yE0^k3gNkj+}sk<)2l=37WcI8f2LwhYiic15!)__IL>v<1kXO^qxcvEjn&GD
za*%VA=3HzON>BfrH#^gpi4;p-JLu}@{yU<=!Xy-IHw%hf02182y|JBDlcYzzqY`hA
z&vyCj4f_2!Dj+cO@V4skYR1o`A@`a|&!YYQR9xJJvjD7hX(3vm<9rQs
z(Bm%Mx;+u};=Oyy4o*%M+%)EHRx_7clAgpeRW|BjGJ3az~wrluVv?BZG1wH3L-tyvJK40$~ky)s2Uv2>5X4K=ev
zF5(jfk1YIH6K_4i%JMND>NM$^kftR25LqRXLg=p6BOVrcEbS!JG&al6<~!}7ZM?X*
zv%IzP?GoF#J;&9gd(xXK>m=lTVqth5aHGgIqavmOLQd4WJu^>`2T|Vu^J~n_XIhghy4Bh?`OdGR_u}K
zsXAZobMz54T~Uw(V|6L=v2b?QB+Unayc0|gyKfyqMJ%+#D}xR{e5eisxQ|StUb2)_
zNvFI0&fLZ@WNu3c`vd*e#DyHospF<80VdzwQC%+9z(z9;6dL@mL$Kd
z;=O=g=F2_SNmKoYQvgG$Sx~kB1rlqhgra>v4Ha2$b1xBAek)CRo}aqMDE$_ztY2PQ
z9-Aihe40bv=0RnfzYy4mxj90%&TtC0r@KV*sHxoe&m=Y<`6Qp=@3bgR1TVy7ju{1~
zWQ6uG)LrIWnfhfvCe_XW(N3Tn!(XnCh$0j)BX!wo=t|HHk<28i`R-0)AfHDh$v_cF
ztlkIOT39G($93rS-5|j$;mC}oNf#7sJB0_F4GQ{2C`PzX1h_}W-mQ?3BXm>X<((zw
zjiNRp){5=t@G__Lh|Q6Yzkf6@+q^w~slpCJQILpd0L8a2dRG_%*aO2|n`H&fH10(a
z7tQC-=BS92yAI_0NST_N5*5q)cK_0|gWc~&!M3MwwJ(v=9&-F{;n9Oq$-|^s5nvpj
zC<-00z?y%V`t=C6)8rBswK-Z^!n4y)#TqAH=;WAf!kM{#{eJp>ag}lQusG*~d+uwL
zo&(FrDd{eq>a_X(#uW(>vV)wAe#?L4YYjLfh&h**npFVt38WZQ?@fhY`8)BF#Mt7d
zC2@IX`_;a+TBScjg6zg66w9zR!V!@eMcRvq&@C=46>5^KnBAcZs%s&*xJi@ne3dBc
z6|1acLRPQ4LwXmd3)?FnWhD?Db^s54k3E{LHXKW+L}sU~wYc-nN3knhdnehEQ>OF=
zcDxlFe3%#yG6*lm_Lop8Qs@LUB~M+K8x}BBr*B!HjuwKOP5u@;M$k)nvetfG8`&dj
zTdp=I@!*y#;hUbfXnO*CA6>efdjU&&S(>dQBBlhmHW_eV2KACal_d!o8Iftq2~M8^
zUCY)aJnmp2;|7>TCS%q0Z3n{xykcEG0-02(ZmngySZquZEsnB4csFVxYd4gI3ofuE
zB`&vTKwCdl4jbl0mzak@^g+=*>15x2GPA4`1?)Cpq6nY{jIMB6;yBWJ!t}C=
zBfRT@7WzkHUDg3iB4qD&W??6xLb|L-m7v3K_jM|tnf4;aF3yyn)H~b8bw{$Vd6l<4
zuL(HZ%*N&y`%M;QYofNin?Zg09t6xq$cPbpPbz415N4&;w#xZJ
zos!EwM9HvYlR3*A0!AmdwwE3@(Bin-*l}mNVI%>@^qB49Tm5ZP#;=uq=ZZfuyZD4%
za#lYn`t>)i}d);WubXBUk2J7)iIl#oHey@j*jOf{w<#*>&=1x?BD(Tb^a@S
zqi0OPAn}`j{+rcze}1%o{(r_DR7d~%C4POH4F}{uzjdI+bGb2L|NNZE$^ZRF|9KYE
cY}#Z_znNw?rPs4Ep{doKzeFo!uGxYA0dkAPp#T5?

literal 37558
zcmeFZ1yq&m+BQ0Emnbfm9e{y>0V*KUwoVaHk#14CyTJk*C8R-=?woWeDgqMH4NAuZ
z6zMwGgM07)`@h&@e`B2gj5E&p9AhmJChvUb6Zd`9^FF#Nc5%(BZL260${OmWbJr=9
zrSTNXVwsi8@g3tXmTmZJsmU4Yjg|OgyYkjU{QD2XOR^>u%34+O-=c8gFf9sYCxv?M
z^bJeDfo3ZO$?CcJALBw-?jG1#df@J3AF0xjr6*Nhd3Ww$l&RPC<|#3L|0`50L|uE2
zrZqR0fwpq-m1DbNlHK>EoPN2(gmUBDsk&U@8GjQ&rc+1hJNid$1uUD28+2l3>!)?E
zwa~L^sy?A?xDWivJ1^^}`1?!B)g6lu|Nb(K>wmubKRpJ9`Eps735Pd5$(iaqq~ZC~
zMLj`g!@70f29C!@O-xwI9^Q0BDXXqNq|Q&+K}j<5#@Be&d_P63vs$J_nH!EG#Uey_FY5JlU&*&N|DqPiL0Q?^lK83M+(diPmoGOiU3z%t>{O0WYkZKT!33~JPExlpw
zj*}`j!H0Qy>-8JcjM_19$+wF)WsaS7X4I+*zqX2j!Og|RW$}_F)fr|wqP{0eVwH{h
zcdlU(QrPt5yq1=hD|_?a8=2;M)Oq=WqA5vNZYNh)*I&gPx#14;bBv9#zYa9B=p63l
zO*werK>3^VPpT4ci+CK87R$-W(XNj4*mOkhhUSE7bN5j0eC)bC7sBz)pQEFa(_?fG
zcXw85QBhHa*Do@Z`({aNdA8&sB
z)mtgTJ@j(VMXp<)|CEeXkQEXV(*FA9!7C1BrCalBwx0;sC<};`NqAG_&h|FLtY3Se
zE&)Sn+A~d0ZPhM+eR|a&e_ZoEe)~qc@ojE{7KOJLU1~l)*}Rv!Yu7FxKC?(xw%xnm
z51Me44u8wvxOFQV_3^W3Dcd#dHY9{|$45K7N=i)Rvi_x69W5(C-nk<9kA2xKv0l@DOJ1rpxw-mg1-8sFlMWcbxZ=5
zS6$s-z6=_pH|mrH2$B&VOz&p)KWTL4k3atCYst>s#I6vI(Yfr3g%S7q_0GNf_BE8~
zt+~BApRA3lptCD7^;%k5v}osRc`tle^)hFK8(+lAZlRE3P`YZOqM$GUEX3JAfs+yyH)z%#^FS`5rMTdxZ@(na*
z1mXoc!)@>Q%=+A=qGf`@!w=ZaO?F!kzguC}^=0emV6%LBdb(VWZTj-nTVCrm(jqXx
z(gG|}p;`xb?K(X@KI9n|7Pjq#ZusZVmz;G<^7GGPIJ6s*BW~WjnT(Rq=+AFtWF(hi
z8j)d6kL(VxiTyAwWH*(Jof7BhNNKicwYw}XE`8?A-NEc}B_<(Tnfa;O+<~crPoEB+
zI3acC&YiyMD9?k^vC;1C8%hEM<@;;nYB32|fV@=C_fa)5^2H@3q82SyVc4+bo@Zx9
z%H+}vgF?jv*)1$Ao-qr`vDgmZ5t<(0B%2GXZEs|@c%abn)n}h<=8&?qOnaZ7uh%$t
zvVbMdDF3Ltr)QXca|WBBprYN>uWMpr&#}N`$qZrHRA6a^#^uh*3EGU|g`R)?_1CY7
zc9*E@A(t6<>1vfek!+;t-QMCPG}*DUM3x%Uxun~={mbs@K){INSUy&
zy}f-X-q72}M_Y%5&omrYo6KJ;T-UIiafhZ<pLTFGU`Qd@<#zDV}3~bKS!8$M6a)Ieqopx9c0Q
zKfj>pcsZ$h%}8q`ztnd_ujwyfiTxpFVxsl+irZZSv#$M{_!A
z<8i!bC~HKFlZU6aMt^qo?99v;sTjF>rtZ1fX;E=;@g%LvP;(QHu`Gqy)AyFEqt*??
z?x9fT#4PXsi6)je<@MF1Oi&|L|GBfXvy$bv2R94Gu)&%$EmC!`h)EYE%i8$|DPpL|
z?!LZJdqrN=HDsFh?xvc%yw_{Vl2yzwy;d8mINIr{e2|}C-qqd9>p&%!o*JuGbA}n8
z4HJWbzo@p;c!qk*)&eNIiZteTDK
zh<0f&|4`N*s?RYsCtF)vT{AJ>{n{HrFp-F52i)7HKimGBupP)@))}RWZ%*w9WWnH73ggg>%u8<(m0UYZ%q0
zM*G87u-INLEG*o{qwhC0J`{)5kUc$^8L5zN{Am0Lb#QQyW}>q3ufN`)E3t8Kh!5pV
z$Hv&TWLdce^R(JlswzgP<~v0gwSRiRUaA~=WvlZEVPWC0+^ywDSC@EmUSwuwrqLLg
z_ztkLo!68J)8yt_@i>y@FRm4nTh^oC%O
zMK$d%!m;SIO8dq9u6nX75~M+@m3*qck3lSNYy8lv{(&ra>i&}Vv$)qa%*Ig=Ok_4UnNykyP#s;Jn)vAL4j)}sT=
zitg+&&m==GZ@jIcv3V+7{_52i<^y#`AJvkre-`d%8soK_GL?)|QgjiXOZ())5{Ihp
zY-G~)$7CdBW=
zN|z=d2yJTd;>BEsZKq0ndBiQ6%{-^Z=uzy78R2%*W04YJViEmW%rmpIOf|`F><_Y5
ztYyA2(pADlL-QrmSMZ!k0&9fTV=ha9{piuFuD_;-ayQEX((&*S+7P>>|7I}&t5IE7
zSC{(q?WCg*nk8@fmrXsC+#Xqd2!X8GYnW`#Cbgt&&Hfw`9w6s(-nfYdsno*#4x3
z1P32Dbf|dOrIDXMuLA{)qJ0&j<+%v_{47Zii`SX`Iaa)Rr!bl+-V%c;-(l;d+S8P7
zvTEhZtH4x1Uco5OI@OVqw9Iq@6bjw;Z?<-BQ;tY0yXu7=Pz71xM$B<
ze)9o>Idl!K9FnI+1J{K-+s@P1^Ytykr}))dsRsRuRIKHLgIDPrHl`^sFIHsOct|Si
zyB}FHLQ_3^p6%eh4rFguXV2YTRaPb*CLSn-dU19hJ#%4@TZ`6rz2VTpoUY
z1M&1H961NLC~RW)maplc(_;V;GWlhrqYbv})$1yWUCSNW}BhxsSY>s9W{vuA0;PqHE!qRNCh>Zjv09BHqv6m
z0)=8&9A*-#rhg0%Uj?8byHcK0yTpf^Mwhlxob~SiAvej{-3g%l^XE_FLjHXKx0`;C
zjuR%8>LX;AQR>I5rc;Klf?JdCn*_++z{C{8sZpx={lg>kM*G=OX|kCE0s^)jzxA-0
z_VD3K5UFJhn+^b=um?YW`qW*^hZg_+=V%;jgmjz|(EHbh6dk=?wViX88dCi=F=oSU
zr}diBzQ)>N?_CxVG1+2Zw=^=oy!|qk7;7aLgW?`-AkJ<4=F$4uqf#*n>DM=je4B5=
zuxV%WYt2mjpe-BT+Y8`p-Q}&pN*!;uP>yivF1su$n$mp7Bz^sUu>0+tHw*gaXRNR6w^}X*OFfh(WTUaR0$pnx7XsS?>mgXOnJ6LEn`LmdVsR1Z0
z#h_IvMZdXW@HQll8UOg@ggcxL6Z7XX?zoiwVCIn(-9mX>5ClP!*q`((A$
z!|D3uix6@q|UBmm}YoAH_>sZG}h
z(tB!Rd;=WjtoH8TABFa9-U#-3+b2{mSu?0UNrV6Cnl)>xp(Moi`7v(ex};MReGOoJ
z8@G0FOSVn%(baaK3Yf9#ygN&{HOpV$)ZuvMniFA!VrShG7Bd<89WTbLt
zeu@y@h@qCaaKQ=C+Z30|p7{R6oZ-pE3m3FMJ>5!p`TO_ptCBRtAKbrB3NJxKH2vnt
z=S=+Cvs0t4!JCzBuRVJ7s1LaE%$YMC{ryoa_7kVcemi(0TqUZNFBM!Dm59`Kww*gc
zn|ji_0}j#Vmao}%0F3dFRP+nLx4ZZ50q0}4MYgrI{pEk}y?d9QZ-^j=R84#Wn!dE+
zehP)XY$=w^`O~NGOcouA^IEfw>u7dX))#QYk%R(fEHO?|Wo6|B)HvJT-cCR}yHZx#
zXI=tLfo{B2RaFV--}>jDD&|8i%}r@WYA@CBG1UN1TWm*47#rWbd2V4gTisb$3l{zDf
zP*bwZ;jVZ0R?w&BvHI2Hl(N6%<(;a$nV|4vfgl~QkAMX*wWs(1+X%<
zuX8a4mcM$gaq{ssL@T5x_R{Hkz*tS-I94y)UESPD0Lgu;qojER1qDk8ZGphTU4W58
z-K(Y92ipF8v~~S@wG+B^<-bNoII&uFPH2|r*?xbt{|id8vlTF$_6e^o7{v>H8(d4nD$(K^n5+V
zar;YEpOA^NGvI*Y)05qSk{C-YgG+cn6LVgk=ya2AZ7`F|SFYRu3iMZGY}?RX7AOsP
zuyNfw)znQ}C=>^t=sU}xSQ*bu7&S)GV@d;s
z%?zK_@U+aAPrUUA#QoRD&C21oi(f%}n-KAbnuxU{1uD3Kg=J{K7?+D(Xf|RP@@Uiu
zo$pX2;w>urF=!
z0<4plsi~<+#f!-6W=eo;4{>u#0@x8rDXI9K*(t{dI{J9!p&oDAu^M
zc(%Rl4y)qloYy9E-BrQV^^+45Co^~Cg-lFOM*%dIvM(`Y!`_X&ntpfj*(IIQU(4z{
zPbzM0Js!Djtc+3bxVSnH)*D}g9NBm8-r>I49Rt^oP4F7A^}PDvaCCmV+Byp|9GI8?
zLWOVRdz^8osD3ZS&c_HcinUtBN5W0BfWb_Dbx>gqANTNfT6z{lkR?Q}!`^KF`
zY=;kjsV5DSGBLk0zKu(3y3*95Ak$xQIb}m%SfKsx4`d-IEM2t8?~`>mVZ3IQqCC9m
z+bC(b(9$rsHCRyoM75?k&bv?;#4Pahh~J|`E=x%}u*qn}!dH$Wd;YPk{`pt!NA4SH
zLAC`nH8J0M{^#)U3+&^h;t6@wt0%kn?BTZhc}p}vpuWD-{j)op1Q*aX$cBnn}Ek-w@q+)auSu~QI1kOJYgeYHwCM=n7^J8ve
z^j~a|T?NcGS1`lZ0Tt)JKPFdh3%r9XmxcMc*v{JdD_#gn^sp1{_T|#5;Px-u=pCvx
zp6fuMv-N1-tjAstnQPoDmM=ee^yn~0Eb*f#bG$Min9|eV;oEi7uGz|m=Xb@8X6iQPcUkpv+p$PDa3Qe9m=Xqwlw=LPChNPPTJto#E2
zKIF!ewJHauU`L!kcWwh;0qPL+W?eHe@8joDY+kX#%8)^`8B4MJag*xF?12siJ=n}^
z2xOtAJm@S?IV%ST2l|gzUA*cP)Q}xhnH2ilE!qhE#KzX%8yxaTTh2~$XFXLRP?
zLdhpn;JN|jUwWjo0B^gaG<~#bW^Q_D+p(KucOOJo2KrN?QmL-&cIxQ3*I+jgSsNci
z3&r_-O_J@TG4A|xYpXKRbYUPsZj436`-^EU8MdZ}X-gQ=-raX{>Vx_%1;)u`Ijmwg
zRUH#8Z0PqI`wUz8bLZ}3p>kUcDsXF6oFi;q
zPaayu6MqvB@xF$Xs8WCaFsz#>h$sz78ZNKc6(hNIYI-Wgg(YFF>=?^M4~bFClmbSS
z!o`SckquOKnM(Z%cGTJ1E8Em7b>+%aXadRVCEJ?KY88nbuP0Bf5i0)t`6?_1Ni<^8
z2LP8VK)5z++!#_OJg-3Hb`X=dc=tol7K%MNY8@9XN!DvTL6EjS@hJ`n2`S-jZeYlu
zw2+Ul1HwYsJ@jtPOn`7K>Y@7-2E%pGpii8jl^0aOydluPaU7183$y)%>Jf#stArWk
z&d(Z@ZsFYPoJ?pLJ?DX7Ah3E}-
z9tiQ_SK$22#U(2klcPd{E!Y+96{P(6Eu`QN9mzY`yT=UTfz|dyIC<_LH|Uax$QWRRCV2
zJ#SqiQN`tGy55Spz*|&Tz)aE1;ma8tO1bo#>h!irI>?~k#(buId+*qDDE#_T-CHB(kkJXQ27@v
zS~T_j2?r}Rwb{HekpHz#4?68jR!AwEG6Z+;K7*TY$hJx4Gat}QjfpQAYVKII)RWZx*>sU6o
zCcn}5`>?S^U3_)y^>tt
z;o?%6yfxZb89rQEuFybU6ODAVzqS@S+b95Wc2P}55t%dCkF?b0c%t(AVZjk^N$dEQfC
zY~jsg;Toqc3JD9-f%%A@Uyed_BjWmAQp-r=f|gA`^BlsNNJg?@`lwh45eRx=uqNBJ
zq7H*VYC<8EOSt*q?7VP`H?e7n4Y-|0KUpX6gq}}DMa7O!E0!+3Lz#9{AxGvTnH@A+Z~){_TUp7qpdiXmP5tV9`{~(s5!VY(w**tOk?Pnltpj>l_M0t9S)5lQaLvVqD>gu!Kuz-&sx{LBC%6V%G6AAdPjTv
zTOtZTGNV2CiJH+ltX`ng=~8FA|oop#QPyVT)up{0-|HG
z%DcP$*B9#D$@PmiDYQ%`b^9xx35qpSgrJ{Zo}s#hz%uv_(bCFxl0?iHYRM*LuVK^%
z&L}|1J|bxN@LR+NSbqP5T2YsvR-I#KL!>ek0=XphXVAF;K7xsbac{+1nr|5DBq+JnyUUl;g%+D
zI0+hHI7D0_E<9NiPjp*Ml_q-M)UQf$bVxpkD&fUMo&JSA8VX$Rysfau%=eoL9wUdJkYeY+K=r;
zX@+{67Uwe06i?`M#J_ZC{Fr~oVRwI7{2Tidi_+$>MY!~9PA)TF>8^Z!?)d|EtK$-3
zuHsrCBvp$tG~CkV`@VLfX~I)!YmTun41Sm25;IT1^26$44n%G!D^
z!fuPx56`FRt`$yN4x7Gx95oV*eb!IE5KSt|MA#nk4p6so^`9$$y^!8on_0}(edc*-
zAfH3Y;Ge$8UjU0j_JhP5hDt=NICMNOBAsDvDMNCsf@Tm~IHz!j^X}63@NPiGe*CHO
zuG7ln$Mvm4;L~rfS`}sP8=0AIov#6jBFPfuQ6ixuFxo+Ac?}Y$=r%j+<{jEQ@E7@g
zO2~)ZgN|+?p`qFU*FS&#B2|fDO&lxR!Go9K^IK?&U%GS^5VE7Ydq0vq&DQ-f#Gypt
z6j8_rPaLh15RU*R|2Z~RBg)epEUjd99*iJFC;(z`6aZf2jR;qOLlS{t7PLNq#6m^L
z#Yvz7EKGMFpM#LjrXN3glu$B)4SIl&PYwdETU=Zm*`sgHGh|QoMLlr33fb8cqTrn+
zD}MDw#r4(58+gEp-o1M_IK*4z9;nxW-kXI|^_wBRAHV&$dE7Ip#>&dhp{X0)BpSlu
zXCzZlnsK{=A@ELL^)=mASJ#FDPAVaZ9>KpJ?fH5ZGHqgi>dlXNn9a|QAA(8=3snwUj$$q(H7zh7
zuo@piV2FtD2{I(H2@E8^l{u4-!IWCSE}H6K=nP_$ZcPIB$bpd
ztWP%6x%L8={+#JS3E1?cQbR-Ht0G9E?bCZE8ArE|A3yef|M-NM9U!f4xRvHSXb8;r_tS`T1|_cukCrt3pIJ)0@&IM18ovzSwovJs=lns6z;HrTB6nRg;jAK$tvq
zUJ}LvMAaM{s3&9y&MyS3qWY;^$m$DV9_2tO+nU%Vm&L@$wk9DqyQ$tV^8!nF8sO?;
zD;RfN1+yezpG*tkF6i~&jLO*;U^Dm?3a%c#Okm`x508OTq>qxrtQj%y0rs+s
z+!GuIMgSLFgV8XxunHbOdE$oc8ccOt<*x&ZwF(Iv9Zpe+W5J;7`6ojaNWPf{X@^m|o7-0O@duxTl
zA24igNJ-WFdIrkCb%IE$Blm)St=V$)ltI=HC!x6swPs*ga}z>BUAZ6+%gbY4zqhxW
zK?BzT0WuHr;l5!_PpRe7t~!vJj=jadhKcV6awg9euio--b$vt1FL8d3wAnzNHtml|
z)dqJnUqo68YIb$3B7cl>t`dMlY7{U0GSXX6c64==<5lkDo9#q4QnUiVM)zGf@dBg3
zWi_!ytl?(r(g|(^Ve3CiFq7lnL}8oUI&`K%suFD(ejd&hzpyPsAR1wS@-Tm
zZOR_4k(c({&(1D}fP(dpkDKWYXV0A3@&4(dW2?^sRX$kGgydF;PgH#Q`=hJnMWMG-
zgW5kmXX^h`Nzp)D;K%(VS+4BWyckqmt+D%tUsIF95ygxfu)Zo8II>hyW01ij3=XxP
zKFF8kBvBJz1kXl|;7~Zgp{V-x4baRFApww$L=mIKeca}0yelEEXZ6sWp`e%t1xB!X
z9Fdpe$el@SZr0*yHgzK%4$1}sck|ijP5%)pVb4lr7H|Lbj7j^z0N)Gt=Fxri$}6m_
ztjOg^qLfV{v~CpXqIBfcTF!J68MAGQh&-q5;MF1PM59%9!h6~PYzXhoU(lvz@MUx{
z{+7y}n~DOYV_35aTuvd~=2tpBiLKLp4W*nR!s?N2L%N_%R`Wb#G9w-Fu<;;lQfGlm2wULqW
zLN8=$K!sw1=^hZkjy_EF9K10CYZ}NWsNV~DpgvS4lHvnnV`T&W1Y@sun4eaj1#Bhs
zwYjc1?jFXR1eSn+4*&8QYD!N!+eW0-woj)Vmz_kct2)_YNC`YC{6>2;gA$>*pRLw1
z@dZD9`gHe_!~HuvTfrntymA4{_!wp6VOV?dnGsvnerdLW_NmsRR73TSFKc?H@>Ks`
zK*SoP`v`|W1c9n<8xh>l#5+4X*#Q1X--7k}24WEjHxM;i%ZG$rGZ|w?M@cu$GaFvH
ztL+xRzdNflPl@8A(b#?cdmcL6(&HE$+}}?_7v7vPi`@_sS$H#{=h6OvatL!~aEJ);
z?5hlOsfksL0^)I>D0yg*J^G4He@Yq%rkfkmHhN>Be)ik<8&b-xsoI{wh;;DjPOBOI
zx+u-(Af2(KBqKX~M6pVP7eQaLJr&P`m=S6n7a(XutX#$s9#C)~t@HMZ%qL_O>63?_
zLQsc+YWQ(mw2N9Sv@LwftDtP~w@GG#Fd-rV=$)PxF6B_n>?g3)u^$qM-(l1&lniSi
z7Y4ig{l=avPC-F{BK9DMZP-)U{woBB4coTK4fqSAI!FMhAak~h-kRI0YNOS9#xnh~
z$H53>2(5>*#}S7QQg)b?6rLHrr{QHnh^12egUM$}hnNtaQ&^?7>b)Mq&e
z+4(edm`(f^s@+=HYXn|z`0KCh0~$N2aOqyakHYQiTC7uKKX&X|MM&9-X@z5_&M1#TlT
zB(ihs<}_k8FbtH^^JE7ggT-~bXam_!2_vW?RH;p_rdrpC
zOrp4%UBPgRnxaebwk8<}9mT3IM_d!xcRL^sd?poOR<0uCJe^~0IvQB&O_oeI_9HLs
zt%d=lUc<;~7_0ekh~!gDO_PbDi~LT5-ZT^hSo8uQB-#)u8P#HR6tic?8cBW_=p>kb
zFfBi*m4INBdw`NRF;5UQ$ZGth?Mps-4k!8TxAxI=pq74rK(w(
znVEEfIiq#sWZE(=36e#$eTk0BB6bykX_DS19T5>Qf=j^JJ%Qz)vk1q+aOlHQx(44>
zPYwMp3Vv=MOwOtjo>r2+F2Xqm7Q0_B?I*siFdL}5CN4btYvZ_}`j;(44IoPsv2#wd
zp%z8tdWd9#8WT)>ik>aRj|DS|M85)D^Cqe#$!DOGG-O)D5y=Fkrg6%G-XKX7e8^-Z
z6M@DOfyPWgCl}0OEO-%uFaKJ~L0hJ-vY
z6tBW_P(zWEq9UA9i%+wGnK>3Xf<(M!Wo3PY9qfY)qz6z}NGF6ma{x{iAWvemo_V^L
z*A_dN>T*CEpb2l0H6#&zE?1%)q(q$=zbGH?pwAVYb3=
zetb+E43d=upUyl+Qi8BdxFMSykxe{@*@~1;jU^V(F||*1n<{7rbp`hz@k@X(VSJFB
z1&Kry6cprxROetuf9zlL?}tEjyg4-vqIi(%3)n)&zB)qUB5an#=40yIs_&OViXrKt
zDNH%pTJU6gpYso1ML#5Crx9Rvfe6q*J^C5F`-rcB05BU@+R@c->qdRRWamJ)`@A&*
z2u3y=8<3@52Vn;HKHOX3BZ76DjEL{s$&v0TfB@XVD-5cXuHz^IDGSE|fL%O%d?L~9
z`@qDifTM}O^JZl8pMSoFB;5aCvr;+WFM0iEY!ZYmzrrVq0d(HPR|-~3;4%8=k^G}O
zm|3!#&|%CP^-{IIzBx}cD-!&LR=;e;3LONw8Eb0;uT^y)1J5M(8X}?+#>R=bzda5P
z4(KMmAmPdKwk>!cXpc3VWdd)BUV>!_!H?j1od4)K6L$|+TsWkFdQLR4_>4*(elu){eUkZSY#(ZbTw8gjM)Fd_4LD{fTB9KCjHGtN8c#}wwG7fjt
z4tV`m;2yU_6jL#n82&~IBsb3HKyGFOCm=>J$O-tPaz`4lCfSZt=xIb?Shjq*Hj2Tj
zwQEU-i@|EV>`JnTgl^zYs&OQVY!Y(zh8$HPNfbDOEvkbMsG}fdo9kf-riT`+Ap=3V
zx?%C*%|EN9m3sloD+lV6h$2LFby~f3Aud6VrV#<5qYg(3v|vl3QhJcc-hw*?O+^r<
zzbu-98!KKQO6VlnWsP;@ybK6h;P>y}x!@UM%NFPl0+nl_H`Y!W{{H-z?^B8&AYFSI
zV#_vOS5@aVBJ1o*+evX`k0XgsZ_HAKfEMLy|G`BxC
zbHnD%gp}|tm4T@V1Pwq0JuK_O#c5$;8FiT~&a3{eK~%Fg>y_~epRxZ))Mj#O3j7l=
z*Of%&b}xy>5R$M2BOM#3YP&&J5N4fYM5iE=1>hEakudfd+DI*mBy^q6ToGqch_-J8YH
z=;b7Jk9J6VaNCt=C|E`PgPB88&|JveX3zXA&Y;s8$tf#mvxLis(#+$f_Q%v9M&h8&
zoR;$+f;nk#{zH^R;gY#I4FTF64KcaH8i>8~jzN=<792y8t`e{`*?!g<+KJ7v+vugE
zKMGhHN10&2l9Nd&*$T((zFwtxjW%>oXT@gz6?4q&x0K6y=S@fh
zz}W}C-Pj&}u4@>XLGu{QWA3~UsX0GA4yL!_p%=}=mgbe$@
z4?=M=`nYY$;>AQ3M3*C}VM4uL+Fcag67uQDHf19*GMtplk=JhR;eMR#@V>{BDffV?
z?OnHn@0H&fcd}1Jk%UKi!BW74gVc{s=cPGMz}Y3r2eGvUaYSWrY!bMyYcTX5Ps;@p
zkCIot8@EOTVbuFz=!*?04sfwugV8iM@X~-Yrn-C$Zux}f*CpOACbwix2ci2qJKh>+
zGnjrcE_+NaqOU2}A$K8d9kOj9@#p)3#AfD1_B+mt$PEKvXZPleC3`w$~8-XaG1aFirL*kvO0inZaoY}ev
zSSJN7ajxpe?|_*5QXQ4_7bLlXCQZ_u_VcqA3mtPahZF!iHl*(CLYD1!O4$l~bHP8;*>3YUyE;+kFyR5j9bqm0?
zz8`caz`aqlJ{>3vX`%=&fmkLAhJ}3{S(RyNzE$R{`k0i`oqVM_02DDcOoMJuSNog
zMbuxa;Rpvn#ML))kV(Sc2S#b1XI%%<7U>T@2IG
z8y>D^TzYlYhP{{lxAZK3Wcbi^&({M78yMH!rF~em_eg^1nQiCRhdkS-_weldYj=HQ
zRvlY@p8sSy<2gabpz4*3>#kjUxqRK-GfRUW2lY+oyHvQI{xklSWvi0HZNX`~TI-se
z@Q*FIazhQ2tD3)$)UOg<@V8C{{ed7Sg>rz49OkA_9_(8Pzr8O1J)IkTC=4rlj(zxh
z767ksJhOfwyZ7I}(ErPSS?b*lNy$!}BNTzxS_w}4YoMM}BJ@gqaJtB=!-b#{mB1BT
zAfnDYj4uJTD`|W|`!z1%uI<3#G;#b^5+uVgl%}ox=DLwlQML8zqN1Xxs~$Ku2B5jG
z7sbbA>NYHnzROEbt~9Qel)jB{&sITeQ*z{?>e|IlG@I6*tiHa!U-U+v
z)Fxw*Qk<-Rik=H*aRmjE6ScO%2%fz*`2kRUhqLgEYHZr~$EFZ6a7wputA<}fsX0el
z+uf&Ij_pRkxe$=X9}ampj)|1s|6@IEDuHB1qQ^c~j#K%QF
zZrGM*I@rVuqpDT&AyQ5suK4qDBj57nkNtixSbJM@9T0uwH17D^gw#0IH8C-92I@fx
zaG5m!cyv-}5dw18u`(gO9z~B4cfEz`mHz$lA>&fs?psicsjg6~I*~Lk#ZiEYIOSX}
z&7Dig$k2}Tp1pI$@8mHYwE2RO*U=$N9hW-}%>D&1{;f%4vX;blrM*;C!irpn`71tL
zZ20oBYcj%lVwNd2Fkd`by?IU4_4F!&sj}JDX25UPH3r}i`6IQU4ptdBaEf5A6Za@l
zr!b!ZKv0<8EHOZ)L8>cAlKNYdOtXI4!Z&1rAC>GUJD&|sBOY=2r+v@pHDrZixM4v2xcF<(Zp$CsWLQq1{aHZ`g-l
z$*cL!EVC>TOc5fBrT-L2n#}Zs(+w#p`|s)9ekNk1EMEx_NG}zPp#=xBZnf*}8A$AB
zH`BIz-tQ(u6w$^aBO}fFJUl#7Tny;x
zxf35be)_h~>_fUk>-ov=56x)l=5t+RZmivN6HTVPuZu4fkh|*YF})OK$`>r*-w++9
z-dQtZ5EJ%%f=lL%%ub|P`W0Wn`k!H?V#%lWH31MFgSGUTj4T6tno4$~f{j6R37zzN
z6`ge|8$Toc69}P%7g6^Z2?zKMuB?ER&27XhQAZE~G)PuMAI8;n@S`vxt%_hjt1j=!
zE}mR(o!E5sd$Wg?a|F<&zN?Ru1sk8TGJaJDY_>086UGP%R@dNDl9dL?7K$rVTjoFH
zfg`H}JD7E`%f#=rXfnE}rw9I+4#a5u6+?~
zD+4IXeV2|6CuU|gx^JAk5rmyvA0Dpr75Ke=jMpB(Aq7Xo#>S3V
zLL{s}$=qQxkiZKnJo1slJ|Tc_VWADISJ89YtYo=sv!dy>xe?)cP8xF_ixs-zrQnhYOi0D}4=G
z`hkl(jLwnjmW8d=7|%&Yhwdr9t7)}-;!?w0NXL);$(z~Qr!Cew6crm=3NOYT%rq1y
z5`~`qi65yjq%YQCnCZDFTvUsJXc*Gb);0z#?~c!B6v3@kVmz{7wvE>9!mIN%0x3ES
zO=x_*$RN|lNsok)>lHZnD=ZyH&{5fZp6=jHWacMg%)~&_eM1IxF%DQU(X(@?`JeHt
zo_HXGF!lJY&o5?h_AWMV3@@e77-I7p7NZMZk(88l9UrnA4HKSaBcG4no=K<4&yA(#
zR!iHEmo_e2RI`aB+@LoGf(7jdxl%*!z#U3-jgSyH0?wRA{@Yu?EggqIZK`+4to-zf
z>hy?dAPI?XW?6DMT_IfVaY!Qq!+A@H`j#^qV*nSMm6~Yz{Uo0a-SciX`V0b%U-(!p%lEU{XH2Ino(n$Uj2)!yaGV)-z
zzl9R)1YhJ}LLpA!i4R5lN)!`sQJ1e}_QSylk`3hTcyabPFrC?_W{3INtz4Q{i6x2v
z640M&cB3y`YUE|&TZD1Qv40cOe!N{?sPX#o-*^+=OZN)liPI#Eg_69(tm>K-&Q+eU
zPMY`|;w%#!SAe}4fVu%Q^jI$*CqX{*06IvDnn8N!t1DhdcPUR6NmrnU1AXcyhq;Lh
z@m^#yyWuYf1wQp}*y<%<2oAXyl9vMlSRr=q!@BjPp$fU(Z~4yM1n0IjK|m*n%=@I#
zO|g^T?z2*1oJpWSq1SXlWr$^(P70hooI6=!a2)T-HiJ&ehBUX|x(NsMXuJ
z4j|K1l4Uh=f-e=CN6I%zS8SJqv(w{cK<g1Nn$g3cZRFBCpL6{;GCdwo<^Z-QZ_ge`ISPvu=7$cZs@N?{6Mw+67?QhuudIpj!
z#Q=$@P=a1ULTp=aKyq>_CfIIyIN_2+dTEHKQe@IOgBa}fF65k>JLn~W!omcrRn^vz
zL!ElZEzXiPOllZTW0omeG<1ta7Q{ls8wq2vhtF^-ahhYwt0&l-L|Kx@>O
zh1bgGLh=CcRB-7SnS|ZI<4R#UFq&$Fa&`e;23ig}4d6&?I>x2H3POPw+5D5=);gq>
zK5Hhcokr?YcxIrn
zF$+s~O0ANJD;|_(9i_LPO!irDsjhy;MQnKRgE(1Ih&OeE
zNwsv){c(M$wW4^eQ$~Xv`o_V72P>f8CF|6(7f$c02Sn8o{$WUO!m<1gG@tMo)anB`
zry&2Fx62EOA1`D@hLiQM$U}V*Va0vdCl2xb24QXi&
zoRBJ9cX7u{fC{Z7S~arAzxr!App@I=Ay!`S$@ddzfs~OON=}0jp$yo1$Du@{;tLf{
zFOovtFoE}_fsLev6che(!&W05!fb2=y`r;}f9Q%UQ2!yq$g$>qI%W^0KgW|LSPQY8
zf8uOPCvp{{*r-T+`NMiRfuzOfIQ!8k@fkm|2z413)ku|No9}R#`5}K>9#FR!W|S93
zPXkZnAp{*t{@^bNjpkQyQVW>6?+Z!#?-LL3gNt?>_*fR!DcOra_aWqA7N78F1wn#;
z=rq@kH&57+eW8jWXW2lBLV$n}h}iTlpTkO7C;x_xM%r2CE#DSzUDy@-a6|DZF9Z)D
zGNIJXd;wO4Ji5MXW;ByAs$~w-9W#@UdyEaI;Ub
zF`n-3GTH26zVmOlizmhVwX*1#fcCx
z#4svJ-7@~X%Nvin<7*#8haiPr_*$-b(qNC
zFC;{!sAO;6L9a?N{v*2D5T2IBnMfb-7OwdT
zm-)1JdZnnG(h5fBAu9SkW#T^px>`iwO`IKFXDjmJC`GA7Mq~%-J_Q=ZDHkt9#MNQC
zrljBilm@E1HzId9my-H59b~5v^5#`}@-!vHC<7te-o}?HqW}%=uU^^f3Inkep+9f}
zS@4abO7Q~~mEfj%x`)Y17g~ppdIc>3!8|Ppp8iPdG`q3FZToVe+q}OiaVb
z4rX9@Al|rJ1S;ac5w~vP883)D%7^99#sGiy-O{%=cES71kxcyqZxNpkVdcLN4IAJ5
zmLfw`?RfH5{5u8k3As+gWZ*5|w;W9VissEBVlib#b`{-eLcYzUc(E2Ttj&3`b!|zw
zggot*te{zb7|}HUz35li^h|FA&y}3}&?qoo&>dR5Nb!VCF1fQ^|2bR|S;=q-E>Cp@chEP~2NdGOxK~wGMRTSCx!~zu^XLBCnx89}&LJE*{erpa|DqVL
za(WPCt)T%x(-`5APA|3RRESU~GXJT@7ua!>RIw9J_TFDs@&6EniHcl+Fyx@x&)Fdd
zVWQF!#<9aNZ_y;Mf)@_pAI72MA;@DtwFHjf{_?v0C{Zd{y`Dr|hfP|B0}_=O*(UVZ
zUXTtt>GWpr-{P3aEu`1UKDgk*?2n)qQ7*Ug=qrHx$!H9~s5kj~esi_{Au8eC#76*}
zh*=Zw+L2hyE&_UOj2L;>r|kw;K&SMPdjU*PkryQD55){RY$#yRR&MPZusKrR9fR~~
z7W-LFr&iIT1aeOxkc$1=>61{6On_AMuM6V=Mq7{FJO_0&f!a<+ns#FRziLnaTRZue
z{VH7Z|9|>lUty-?P?y2bYz*njj_-A3TGwEa6doySb(Np97IE!(kemJD!O)Q}wc~Tv
z^!EK`LTvkI^QoiNIPbi{6%RrdI*)&^SX8}sXkK-$-($YWe}A)Vnc^bKsRY@DLvjCt
zRrs$Bz3!f&Xv_U;%j{2jL>>AK5+|;Z8_pZ+$dMiI%#j`vaXlQX;McubD3Dpt=2n3d
z|32!}K;?eBF}g(Hku$19a0lfaa!maZ`AMrWSP!H^qBUm2d$1WVoJd?4gx8KsWpp`3
z=5x42T4b-c>e)uljc=Z_Soojot%kc=TXPI8bH-g-iw8^0G&OPB){vyOZ
zU3F1s6dPT#UiBm6WZ#@JY5o0~OsifeCLYK8hEcosX=U_x_Ya*bPQH?A8Z~rcmByrN
zr|eAa$H3{RpA?FW@S;tPUl{2YpGy_ZV~0)%Nlwqt&tI!e+*_QeJC%qWQDlyMkc!V>
z16O8pLr6~J>zz`!&J##>>hvG+b?WAtiD!KVe@`98!!-bpXpu+X^65!igwuVWFv9LCw(=GkN{Fk
zkg(J$GA)J#5K*c}@>8ckXygkg@2~Q+l~5}c%&H|P1Lr3L6=3jz%}O7K@@z)4!(%VI
z!{0uSl<2Qd>aO9}Bm?m5PZ(N&zuts}6D0*u%Z(MsU#=i6%87@53gDr#+x>7V{-4^V
zDQd)+g;{wV&)P5q)ec~-2W2p+k=5wDvx51vsxy<6M&sY*t(3JyG*xjU1{@&L6&N<0
zmcwlga)ct{`DnzLMewn)rwP&3Dko`b1&%cQ8fsm@D)`cs75rTvPhEGF5aSIwk#*VC
zz+t)(=w#B`b2%_$2ULt=L_JeKsS={0yXk*H7_++}tVGpz9rv8mlPl^t_4h1*u0GP-
zH4!*?Er=&>EOd5OD?H^n2}wWFxy(KhDIOS6aY!)fKhd#Nl3YmKuFdT)3@8$w5>iq$
zF*`jv!qZLP)8V4VNzBKSk5hjU@RmrkWOmY_b}iWDcmO;vo_A7f6Gv!;qux81a<}lH
z7_FwXAAF;D@@c}@k2Mj|(M`eWI=T9q1J2_KpqyRE>BMlV!)qs|gC7e-q5h`2*|*G0
zwZvg40qIUHt-d*OaQD+OY7T=O?|X{(ub@vFm8Vfquv=y}A;kBE$v3sZv9Fg@|A
zRB_tutQwA4W_)FqhvEp6L(o&vT$TuLcnpd8J+<61dfe^S!D;4SAi
z0X`n`Wy<3LrMkk0cO8DQAWW@S$Q&?GQ~erRs+ehNs5kpojfduvLQF{3LOf4*BtdPV
zZ@L4^jv-t~P^4^zsh0l~&K$cl#VBmkmf7$sNc~7mJPVSyiH_IZ~(*$2h=(sl}E)uMhbcJW;a5ZR{&F7
zS#kbD3Xcl$2Gpqa&cp$Eh~rEtDewb3K}m~`73^>WBG^kchf8SNzPeP8Co3Ey|xu73$psYG}s2HE$B7EnhS&pY@6hfRVJ*&=K|2{Z&}K84bI
zLw%3K%z%1d^?W;^1OY)fwHt=>iPV<0@z!Gl-emlt50eL?;V&-$%MLt?BQ`0J7&5$&
z=S+~l?2*tf*sB-ZFmpLFh&X#g3Z
zHWP72$)o?bh)0CR5wZ?xE9?I%@5`gH-ruz!5p5+=sSFJYZPBP?s7HDViK0xAAwy-z
zT#`^KN)&b)3~7=~iHw<&2t_g#LM3D<
zU-xwr?E?RDE=R8Lr`YR{N`xcPHelnN!7{M`Kt)9uxzU-ZrpEd;eRk
zsQ70)DiEcpZ>LpmK+XFNNc-D!G4TU;=gqbx{QJKm0nxYpPbL1qXa9eRPyZX90%W(l1G*_V3RY<84wE@m5-hd^y1CTiM;R&r=Mp3fbqd23UX#wS@i(ZS5Q<&R
z<4q&|(`Gd>I$9hV)*j!vA}Cjc5N-_YVOd(o;^~yi7a5DDLeF#Zwp0P4e1z0asQ3h8
zwygZqtSoul;&+5EphZO%pH+$|tO|Y`m~UM9M^JLaeV4i)1DDwul&SA;H&wiaOw>(u
zGbf~c2KQt+KxI{o{-9C|83Z|Snuth|;NI8}2a3$STtfzT`RN&>Tg&I?7du9_3@9PH
zMURXH^nb3Gt$iWIgvz`#gk#&#HSiYP$s4Fq*}MEi!DthxM~zS?%j_+fO}W1!?8V>G
z((h22?7EuMa(*^(I_Q7Ws;$jz4K_k2GL=IH^4WQ-13_9cCU#c1bGaO0!br^i0YJaT
zWW2s^qwU8eAn5iX?Ph0C%2+b=dB%Q+e}6*8_P_y-yIeEkXHabn#N%6_tk=~N3!k7+
zs+q~!H|=guLkl+{sdfqAoD(&RO8EFvOpQ=iKuKZ*^%116Fx=2Qd6FUygjT6(kfVGU
zZ=53!#@LgTr~e7gNFSYM9zqLwE=u}u(@YHgWOn?!Kh{^GhNZE
z;fMXuXU!a^NVmHK9Lw5-wQdevaOUW8ii{~c{ncmWuF#q0w@1UU9RCMZv0=Z5b++wm
zOf`{}!4^dSJD+NB0NfS{wWXO~f_R3vo4801~3400b-3xC?%Qa2Kn`5hr64{vYgR
z075miv`Mzy5osmRj)Plb^(zM~h_pUo=mwg
      oQSkgTO34DTu$-!A7f-@%Yns&5OvWgji9O{G&FZL4KU9
zsxzttR51C3VnG#nlG9-YXmh$pjj&3dlLL3#QMq_W@i)rtL_v{=aQTpSW?D*RJL_L0
z;Y=<8+oQ0$1Bk%dkb5Og6B$h7pwx1*jrN_&tc}R4Tu%)0dU&G3Bp#>t6r3)g|1)gO
zv0r6q3%HAhG5ZgrD0tL67vdSx98cvR)p2!A9pJbKDVd6x)OAYCEba`{-%q0pYXCC^
z9+|xwVLtu>!GOMNyteJzJ=Rjc9@3wxsB>OzW@koFCu#Fr8Hm!TVzSyd^*wv6EBGEg
zdeo4i(2_#JdFAsL1nQ;rE=d{I=&WB9Wy9ogvYSBn>OSfd17i@zQ5K2jn^U<15r2B@
zz2ed%&t;+2<`WSXP><6Lc0J#5E%wQi62OYG?m9Xs%3yR0)%Dv^iYrYACB_3vRuv2N
zjDm1$6FlcAZJ;>y)A7d<8)40`?VaWo5=0cCA{&{1;%=aF`?wXAde_(D9z|s6uyf@&
zSGQJ$4Q|TLUGuyya#OA61W^dEtg`EJ2DJ&WCqSRf_aw3x+kQ_|Lx>k`A^n&(N*a;D
z$sYexukH#SQ%=*ODCEHa=u5EF{Zu_A>>doC5YSbK#6u~e=XgW26;df;`3-nYR!o&3
zQQim+35xJXY?duex?Q`rYvNOdXK09~{NMBx!LBBXo(HiC@J0G(bZS(Jks4S+E%OtS
z2qz+zNHBk^HGxG#q)l*#D^9^k*|{Cee~c~&tBAW(Bwz;5M7bgWP3>|21S&*RM$rFK
zsGPp0Pw?#ZS!O{87wg!MF)i&>{RT=CP$os?bbZ8?>;*EO7GZH
zI(T3Ke=4TlV*Mi^wvm+;=KkG&nJv4`%`V7G
zZY4j8;O54|pJCNQ6T?S(9%Ugdh(F7grHea5GBkOAzOR$(i1MMby2r?i=663H-;K0C
z+huqfKzPv
zh=;@X8gL8mfR(ZqM?VwX5uy+h%?%`p3h>B7R)NE)Lb;vP;Vc>C(&dlc8}qs7LN|j-
zw?xj#f*cj7fVGp^r$8~oVJd~KjclD@SR?&94N($G1?3ySj4Y?TjF{|TwaMWHrWp!=
zi%N-RkHq;QidIzFqG$nL+zR4pMB=4@nrd+9C@X{Y8F|9w%8<5gf^zr>PIxM$bZi
zh?;s}m!D;0u~O}|Pkl7=b%F8&vh}^w7Mmh)iZH_+iz??BcX;r2kB$%G_I=Wh|>
z|ASV&#~^#3M&Llit9^YP_tvrr*orO7H9FPfUy9h`D2`d`I^nuNkc+gYkHA>RgH-hy
znC>xMp8&rYO5T+vlY$dD@Bmt8%3v0>aVg!>U;b_4l
zJL6H?Yr_r<8S;-Vs6jat@Tyu<-d-*R!i6=_105y0_
z6BJNMJTPup+dA>+4RiD*uM>Jkqk(=vA;gkE570$rK=67;3pFiGg7vGSM$3_xbQ4gD
zy^bq;KTS4j5@G$*0s8?Jri&Q_4So~g3F;`A4>AZpY$;9#mo;_xs2A1)kLmsbj39#y
z2Q!R^3%a_DxqUjjDl?hf2oc(S6q&3^%n((xwlDev3)2>?zE%x)r2pbNj}>&^$kM|Z
zjB%K+_U84iHyJHh)Ne91WP%*QIC#V-7OoehB6$Ffr+OCFA{aab-I|*~S*F?apseb*
zPY{zP8P&;Y+NI^q!=Y%5UkP19SMoU)Xt*{=vo!z}H7=d-Gzdj#1lNxr1I5PV9XbJm
z&^Pa4UBT}04`cTBd*skPbaeV(YUj01G`m0ye>rum1do_lfONT$2vi^h9#R;gcnJL}
zLBwB!652b$cbOAE_5r|qYj8B;29a~IW>g-=*55(GaTLB`ntD!%DOH8Rq3Q>_{wO&A
zge6baHAVR97({z9rgDWtU!9m2CRJdjGi!fI>C6Q)o$HJQGplWn6$m)}-SGUrO%)Sv?(X+vVpJzOlA>o;u4{K!@Sedl;Vq^L0UclXyO$Olzrfk-I&wrb
zJR;&5`)AIdxFY2$EtGPVPw-c#
zrHo)7;vI8jiU=*0@eBEcg|9-+;Hr@9T=a7du2V|H*SrwlMysCH}?TNh)H>Dkatqux6k*+jfD^}($drOMa0|!3+@K7
zm0mQ9JV;LF$5yknwD=gNV1llelq`U;t%Q)9&Y@M((mX)LcIfH~K$DA&0Rb+&nD*IA
z-?yX7*s<^Hu7&wu8_%EM>S{R4&XT?@W@l3MT>RYM42?-Is2sv=aYAyZcX05aNY+bJ
z@3^=%(DInecP{$4ex{QcxI&jeCRz+RJBA>Xm41AfiHC}mKWb{aoHhe=wx!6`cEFIc
zF#y6blh7i3Yp*y2CG$#GvYY2Xnco
zwZm~s%SZJS0crmvCM3KDxWFeQG#eV5Qu;{@(eqG9cz|4jKIltZ8)uZ+k}p7DHb8|1
zFvx68O-+C*lir9C5L6ff`(G4sj-9xBLPEUc(5pG0-Tk?BK8-ov~N%
z+!4evnURr|y;?$o3%hteC1pT*qTJ8ZUW(1G>}S3}!1$cm8dVNhLNuK%LRXHehQ`HD
zwnZ?hNiILMp%jw;`t?lsL}ly@G=HzaCPF6K9Nr=6*|V2G6t9Pc`J-hUc0V#7rhx~-
zG#Oc0qB1fI;E)|09QK1q
z{uCPn$X5Xx>*fgy&w+v%IO;rLtsE>HWhgzZdsSDrNMc_k%g#<3nmX4bBLiVS=Yra!
z`wOZ@i$VDIhb#Sp@<$%-zH_JNh>dw=og8774OhXR?9$Z@jn%U}ZV2aEjL_^_
zXQwrY@thz_T)^>1Uf~CWim0(k38$RVf*YteB`+uUB;FTkLOA$EJ^MS_+kFAg-6*xc
zJ?}+EMn060w{58D8uIh=%LjQIXXdr|-4z=*@A+?3Lmmbw
zfkz_{15mk9K2SC@TXA*wN?SWSJ`oWf6%`dA?Pdtl7jLm$j2=5nMHD->x(}{K(=(Tl
zkWgxzqq6c0?3M#M8(lS-OeSawGG*DrLqiuUj~(pEi;d;R@B>h7Ik4eoc6I@9&R;+>
z%y8=y?K;XoQE=k9S`~thKKRDitIbSMpn^ch8KW_ka2Z;9dIHe?!h=Xrk2j5n
zlYOuFd<-p_hsmjXW`dx)6e4gRbI&SxU)tc4l9D30Nv3I@DBc%2uC;-ak&!SX=F#QQ
zTxnR#;o;$}7+fOHRrxf4O==9xeH|nF-zMg;wq#-u2lzmO95($M+#DwZd|WPw_|UFn
z<^ngcx|x`#xf?up!TmFMBF{dr@P0h=9?|3kt1yjGh{rzVTx^J_!wXNpmWq{HpgyUF<
zAPdCDJ#?MWu%5TsWOb!TC;HtBK`03d55EeH_*LTKM_}*tbKExr{piC9Wq2PFxA?^K
z93v%@Qc`wmYx6@7$l+_@Umrhy%&)E0of(A@LX4=A0|pFOqKkep`L58(&^mD7!Pr7|
z=J%EsZ%i0-waYQShB-XA<6j}Np|M?M|NeQMU0r>E3YwFDUFjGp;$L06MDS+bS7ZVi6XHB_`(unk3kRi9z(0Mf+Sv*yk%LV^{S
zyw*bYMs`Ehh-7ATu1D?-YD(a!wp*@7jKw8
z7e73TKH%z9Ofb+gHV#BNn_Muy%NxhrUD?{)oEBI;FXn?wXm`}0=^xttPFCq03bUn#l&WU
zC3O)O2IqLckx`?RA*N^X!%rPBAaeF4EYY3tLrq85FK&V6iugSWYuvcGTj}qpH4g+cpv0PW=}rr6J!5fd)sLJjMIX
z=K$l5j*U&bQQUDd3)OXX=D-B34}?Mol4uP2P;5H+v+>E~Fp8LvGdc&YJb9}pOjle(
zh90{~S+U8Jf*Dl;w0Gz%E7@zcEX^MaxIsgD#iKD8tb2$WO
zW@8wnq}z$Va!0y9&4+1i>^^s5*@`g{NonaDK)KZ*R;O=zhOL~z;9srA+Hug((BJs!
zO(eOcC||C`?slFfZA@$`(i;B-0s>9F9%vFth6pOCmazy!N|BA%*Z>0IgHP`3@8>r(
zG^7@!huPUiEY@4A6vR|W4TC<`*Owwk35$4^Bz>jOr~XJ9l{>hv@YhGP{hcvc^Xv~z{AlvBncyVWJ}mCR^c(3QdAb!
z)YjG_TDa@yhd?I)E#zuA014$C>6RES@`
zT*=7D$O02cX#N(0y?ReRAt{qfJyQ(9w&RFVBw3?&iGe1AXZ7fKf7D7@PF{LCZ6$Ar4OHaQ^Z@pJM
zq|uSW^DQzmGfO~)wtz0#{kpE#rt9CJ(|M&R4|5|T2Y%>`^$iaGLke?HQ1k!>
z+K-ZeD#WVLN20#gBsV_MP+MCRa2x3zl%Qbv9e{QaG^{qa_Gd3QdZEnA_;!L^hxq=oD>U0|x&!JIe
zuGtSCvM^I!5(uiOXg_G5ZxF^ybbC-Zy+(I_la5Kw{55=n#e
zLG-{yU&Umauo8zi-SwKxL@H5&Xudi%-L63#Y0^AATICOyuiw9mQHd<2rS2V!>Qwv)
z-)HVQrj;V!5rlleIF8?-+^z7MEDpo)_|M?
zfBz53dWnF!@~g0@Xg6r|j(kDlY{cNZ91w5=;nQ!VHjkpBlq^pg7#gapsaFzU;u3NKqZ79UDlJd4lheZ#s5uBi!%x|D2D8SidCWQ
zmNGP@()~`e{Uj=?SImcgUw)0MgVCX%Y(r`Ig^Y$xXoB4F534HS4d)kp$OROz`c8BS
z8aY`H&5Q`0Dg}tx+W);wc-_3uR!_70uiz>orREDMd8ljb=ZAceoP*B#Qq%R+N&X0i
zADA6kdE{6)YGH_Ka>ytpv?g5@BcVS8+;rn){#1j1BMTPpxBr@D79OJ9F6Nryue?g4`4SRSZ>31YIGGMVnBMN5h$3OJT>3RYmhy+t^TAqzI6?a|{93oAUDAEEb3N
zrNgD?F8!uS3+{J6*`7#VbMN9Kla;1rIw1;svP9QO5RhHY^g
zmakbeo8f>-v1rcYrr53_eI2R@a}mtow;J2=c6E2pfkYy{H74S`6x#zl`LR2kImWz<
zm?uwOBJ$I@S5x%jEaEIP09>*8_krudDPDzXHA6A2cX*ideXq|(0H%}=0uA2*(4wY%
zSzVQzp)u!EKTiX^1t!Pl1NLSxG`K^p??j(mD8%$sM7s+BAU5OIv79~B5>DJRSTLcc<@O-pBIeRnRxug>`&e_lSpTV}-r4_AO{
zKy~51Dj5z=&H~#l-+&?b0)B+kPD08=2P!dfF0w}zD=TrN&7|DRo%td&a|f&XXLRVv
z?MP9f$}XJXD-@UxXXZ(1B=02cr0pBfSD2
zlK5vUz0&_$-?C6k{dJP$XDx(0+@`KSKJ412HIEPA)hj>%1n9ZCZbpyi)$VTFyF^7YKHoJ9n<+;u<$?IS2?}@b!HV9nA@FG4`%?<2s|V{(pw+
zhby8MYL%HTk${zFphBkgjU7iYtI6|vlC~z7x}L_gf?MUKIWW}
zMbgM%Ago)5u`1q>>z$EtXJQ@<*ZcSH8wOTf?qIfk`^FCN1$+ZG)OCGf27%z>8!sU>
z1K(pQLDGPA!o$OR(L+LMBl=kn#%-0+IFL6Em{vc{b_pQcFTZ~AB4lz+fKM_SSt_+7
z)~1+0-0;2qLUw(Z;!K0A6R==FYkXnh=7PpujEZS5O6swB+q@n&>(@2ZaF6_K%+$|tSkc|nLn%5XNVnFT&4Bx?mIJ(fM`{yCBIh$Hbq+yh&iAT=
z_Z#eS%V>+h-?;!^4WX+gyC3i&_@q1#c#GMVFf)Mnka;x4N6+KK(N|{OnKRc_KH|_^
zw*;Y?u^)NorP{*C!6m$e@q3R3dGXr|A=~*e(^-N(7AKV!AGzh5iV77E4@F=IKA;u4!w);Af=y430`NpmEncRT_$`&CoZ($v&c
zhG3^D%sn?o;BYYrR)|<9B{c`dTRfcomZYmd_JJeE$H%v{wmuA$^%Ol~CL<9n={6)jcp2`Ab*VY%i}V@gWDnl!sj=
zVLByB3oGqIa4w+Qcs(S;@;0g;-m6gs4ckj#
zSlA)I)cH5bgl`dynK#8TnsRXWkInr@bUbbgZXu
zWTY4|V=pkSsI)Wz1kaKQ&B|3WkcRt${2c)0N1g`xo9y#H8{n9~e{w*grcHV(D=X^=
zeiL@AXpxD>IShHr9{iy0aPs7CWT%3DW22)o23Bq>jmA`5j`H)7
z%z#Fq!TB2O?bcI2g#p6*V7DK@o@f|L+*i065WoXzlhZHkef$osS5JV8^QuRuzJu7hP1h@_>R2sKMZ)quE-rJBcVyqbr&ocy!Gu$3}(bNT~1KmzZh48uQf&e-G9DyG}x85@U3Ie#tVz)f1USvCGLrQ
zUAVebdEvW*+>7@we7B8$(bk3U);yumEPQwGtmCqU?@sOc|KDz5CI0o=nKWI#eEH)w
zUJh>V(a?ejr8xiIx;W#i6qBzfy-IcR3kq7R>sdC^(?`o!R-%)5_{b6C8*7~NU#(!gal9qNBGbuz5yeq(8F?sa0}^|y4lupHd{`y7
zNY=(CLwKTN^GrL_+_TKgDT}^$w0yQ25_@0l-o4w+*EgCgcY0*20-oF8mNFMkTy(RL
zeqC&gknOK<)6SyQoBfNHEN4AX*@=iM?hGc|Ai$UiJ}-da0B*~sSc
zttBfWFTTI$ef0XP*%8m&=G&1JN}k{C?FgGMDc3D66<_R?G#|DRe
zvB7`PT+z|#jf%^uY=0`E+0oD8mW_Am2@9~VEO_!4g9i3j+7l9md4_V;^vdgnMxT{@
ze>F#y^|pw4)aT>o7E%!`8g<5bYovPmo9335nm1R(CH;@7OiWC?j&%6?&gqTvew*Hi
zFtOye*_kQYO`CQzF)^iQWE2$^itZ70sm5hL>UZd`Kh!6nHaIw_-;$BM^?<5;uSLr0
z)vLJ;YWGh}O-1R~L}qmP+sfzK+X>D7ZdXmzd7?3gy>cN9bdohTEBjMvSE{AqHa0om_(GM53kk?TTkL&O|;4O3VM^Cp+loRRmoOEnil=_GBcB7
za+;d{va+&Uwr`I>eCXji@|RzA_%)E)R&%By;E;T^
z;$)`PQ0=#TXZL5%0&Aj_q70i-YG?PI_m#eIArJvo6QjmQ-oDUT|FYBR0GV4XAU?I`
zu3bf?r8QU!+8sNtwQOZ#iVO3%5!-Y2@#k2L%;=zMT&=*pVUAX^
zzIzK#vhx1bYuDDiI^#V0&6!IxwbpLxS5JDEzucYWYe%uQB6Lc
zd!4y*;+s-6GA+d?|y2D&5s)zkU1G(b@UB
zPRpSsbZ*J|V}Z|}J=?^Tc`)A8!s38wfnrUhLX3mUlP5I|iMnIcKg*k(lw9Sb6c6|e
zIcJ3KeL>YOc>G-cje&r1>#><1g-qW3W}%WdSg0pXoIpYgP>fZNFzYI77*P97zeB*h
zJEIUqrE|#mV?dwrM~=fa}(tbNycr$o!`GVMpupY#pQZj^?k8VO6<*A`&iw+
z+8Ec^rH9Y-v}R`_)RXL{EU~I*Y{v%`5d4c5FE&SD)sGETN4yZ8><-?<&{S1bMZY*%
zzea4yigogyoElp;Y`Bn0nHg_$;G*`nWLiBe5Vo64dKDau*RV4jyCL0G9+29g>1yEZ
z?afYAO*Qi4HEg_`I`iS-<_z;5*I$Dz91ac+K8CHWt+m3)WP`^^eJhG_rsHB~Wj&{-
zr>EcW=JoA6cNDU1EYj1`K3+;-MVkIVlTKH5iM@1pCql*bGT-}f>5I0OmMM~R-~20;
z8^icGH8SLlv&TGyr}~eaIeq$^E4yNJ_=!8qd$4^K5v12#hT7ZBS`H;9Cf3Ai2wu5-
zIULb~g5ZX*XV=x$y>jJ>-uDtOmWXO7-PcRdTN8)4zZ0o}#PM^nFCj!M=O<$&DK~3Yd00sEyN#bE2Ws|M4xq
z=;O!FlVg1>R837y*AS%EkLBe<-rDw~6{7f+^ySMTdnLUuCm!J8Q8=PowqM2&8`|U3
zW!dxRU5*_)CT5}O6n6qSOgxzh8Q&~nIjWdRIJ-h5SY0Z(BHVw($=u<XU;kq
zTxogGm~3Fs{W*y2sQ35Qy1Tl*ijLk-l|}wz?m_tF3?6l=Gyjrz%d$z#OmfMRC07!Z
zqj#z5ZE1Z~A9&)9>=1y?pacO!c|nb-#$43N;rHte8|$J~g45E{eCRVx5`KuRIJaUw
zWA*PJ?czL&xHbe~Ag%KHggr7*Tf
zg!#)NP(si9=~sye328WQJ-~iF8-G?QB{Fll&fmu;3ipCY3qR?!+BM|)9?>E^pr7AM
z8uYUz$zGFGFc6=B?#gG@<{D6mBwki|yL=uRkP
z|A!Q%QUe=grXiWX#Qz-o1bC4q$Qi
z3BBIj?93$43Af3YyiHoTA|L(P>50`eG%o@I0&K>5Ujw7`p@bBbl*nWK2eZdD2O5)$
zb#eg?x=Xx{&>y^jg0Tb{V};Izpwn2H*Wux;Yj+%dwoGmjB~=~)KSnY?E=V=kKD*Un
z&dyKBRxwH`PO&Y=&UxB4EGlISH@BWEVBHJZIsyG^R^%DI
zp32uOt^0QFJdU(PUMwpoH}?h73
z$~Y{SE6T(@VMZ)SsHI%1z_pD6{q+JIR_O-Vh2B}QUjO5>UEYFLu`R+*i&T`A>n-9?
zJXl2}JSvZgt+2}O3UJT_8f7BIgzs{>zmR^#D<^-uUn;nu@`}#pXF#l1vAB~+r_o1V
z8hJX*{tU4BS<2`B@?|(cO>?dGU$^ov$q-D65^@zF!-aDNfbZE7f+JE(5#r1mD$>*E
zd8|h+YowW+0KC)mVrcKK2(~m7nHhb7TFqi?Y>X`wQ{rNH840$oTx2eqO)m6k#ulV5
zpN$vXPj!{~$(=rZmjp_rLKI*b2QP2R#~ff&dJ+39L<5VJm6b*J=M#9~Ii<8qC`Fk_
z$};VRPwRlbcJA93CTKH5P!~Hh^XZ|ipDtwqB3gS3uQsK`WLWft(rMl}5tlXch|yvC
zI$$aX7nc+uW(sGHJs(;;@55IfWmpbG+Rse#XAnF&e@XkK{HxvABnV($Sv^VQ^@G3
zIijho;x&4V6&KbH)H28z%IOzh5sBe(L@@o2h}+v5{gf
z@r=WJ`evtwlu#WXtx52An6<8nR*}OK%s9}s(75KU!8;-?lD7-ts2Xri1pMO{6eN(c
zmRCthNeJmlOj5E2;8ou+7xjH)WMs6E$)THU;o{<|&SKBvLFR?7ZT4wmFpXpTwWbtF
zNpJ4w_wV1AwEfzim1^9^i4KBViACf_Y#0RawcZH+sG{L&-doMavUhK!X0{FRE64jI
z^Y3#!!{qDj!-o%7C+bQmL@Ab5bOx^3aG@pNg+VaXo5!FrnJz_RW@*UBkLS*uJ?n9`
z`NN0PYngm+~Lg4)DFg({+uV
z{&KZ7YvKvr)tz6zetq=t;dS%vc??eFYfZF&_fz=pm9LYw>FhB}v>i9XdpA!`u@*5c
zj?R4P+Do8DqEJO@w<8c9p>NawGyKU
zpHuGBSJM|aj%O;Ddh-|>ZQgH=?ujZJqnd1FMO|1s%a!qim++)(v5m}s^{e>&LUyOR
zswV4qK6tb6l51oUNIn+#*$0s>y^AbG%`9WfBd-P^7V|-t2XcL24d5%j}N+}t?drfzKmvTv-w)A
z2A;62iAg*Vnz79>(Tu9T6+3SI&kOU_Y%?8QSX$cAE4sRZ8C%>Ay~w|ma5Q6Ov&~pv
zUESCB_gSdGx~^bNE+6(X@BX}NVscU}<8ZtFw+|0hvu-53dGluU%boT5MQ&`UXN7B-
zY>^Z6t3sb3qGboSE?r7)W!w7P`yLJ@dF)~97zE^B*~iAldJEfSgh~Zy7SJw`EzR2&
z?>|~i%JkOfD=4B-@)54|d`A7Sa{aH4MBK?OL1DZ+JZ7$Ch`QD;8}nl8}&C
z^A;%!T~x`I^DkL%uHIF|h1e%Q!B?!)Kjn539tf^EfL4xoT21?hG1d
z)881i2rOH+jBNoex^RY_-o0lJNvA9s{M)L_5m62ibemAe-VH0a>Yn6c2GODO#
zlRJMcxze?L{Cc=1Z8o<}N4L+qgp%)lQuovW(2>(@C!$3PFp
zH|7YS7vxeil5FnK{4}#w(bB+I#8$Im>Wy*3nnN!>nU`)CMXt|gDZHNa?pat`d>G((
zW1{X;i%rAQfM
z-2ZJ|^F_oDGZz<^wXH1&V6je9x>;8>wk=6>AO(1vHf`Qq6DGxkTq6naD<6FJ3Aa)6
z(aw&JE!MtRtE<>K`pszxph`Li24a2ECT2w&`E4Qw1g(@
zeRZ6c7HM}#vIshLzZaMG0$P8HgzkPW;EKf7|m=|Aoyg#S+E&n
zot|2e4s)};Xn}L)W^E6kaqQ{oY0R<9WS0*&i7Afx{8?HdLiWt6RjX{Ke-x5W>PvBr
zw(|h{a^6qi6S@Ob(VCvBu;k01HjVW+$o<88?Q>$ea8#SaoW{)5xYCIex4;C9cD#_%
z2W6n&mXlqoeDUH%)ijeJghnt(o#NtR@rZ~B!tK?f(J{`Qsh!j$%j-CDmqK%JB}mBd
z@bKNna%LcI(DuZ%t>1A}8h9uRO2Y`FB
zAu#JBXJ@&SCvPJnZkB34-N7%r)j6O3g45l*ZsFfgVufu6)4RB>2GtGJo-zt;*|g~u
zX&jKYfMpYw>wzYcu8Y+et5q}ZAuP>cBGS$Q^)zXzV?XW+&y31}VpL6~UG4_l=nuFo
z7dc7R>&yAP19u&7oj!9$Z=~asr52$8G}^4%?3C6E{|;=m={r#Bbwt!*s;LbdcdgxI
zPZ;kEL7EF)<~xoav7NuI%U3WbaZs30U~XCvs^>K8fjolTgJ_o6E`{l=QZyxA4U%%
z&N4XE+Z*{>+%pnkOn*e@G4^)O?{73M=mB_V(3Nz4`}XSh@87%M2j9NE*zcINtcr?C
zr0nZQB*3Y%L#^4ygLjRBuvNrdZ{NQCs2MxdinPpt>AjV&ol8?*8F55wWTr5)ad7l)
zRnm_G-$w}AYmN9M(u5Jj4)~wgREV#=>VgilS(Q~)grn(`NEeBc4!UhQ)M_Vg0LV|F
z1n9uP8dQW_fC4{Dpq3lKz(2X5`Ks8Ak&%b}tSJ+M!d=k5<%;-tLf%Nora=~vB
z6T!d9Jbq;oGyycXH9b2%JN{P`N?AiPzo6Dcg_3vP@LAf_^B#$bKY3CKOIABXb0-B1
zmp%d@pRrHX;5jM(oigg`zSxD2rZp&?G=Hy5q>zG<;(i?(8i_WdF+ux&>&>5%*}obM
zc9z44v;sl8m!-wk;g2
z%~gav3q2pC0M}6@I?r$iWW-T`vifAL40CEzs&T3ht^9AdtjZF5_BAJ8xVk=S)~wf5
zyw&rh`X&d`IXEFHLCgNM1F1r!Bs*4Yzy}8+lP+7aqBuYQjJU^s89cXS^B!4J(7@C1
z?kW`L%4Y5)YRVOJXLk(&9q;-3rl3V{2)QvZplI1r8-URcBeKHvszR|#%pMl*UyH7e`Z{Vt
z(H8HlAT1pjAAhj#fV)z0QBh@zVbc!j?IdR0gp77AUGr{%?W+$PUAyhzak7P(*&qo(
zPI1;L_m3gMjO%FLlJ(twR;?9C6X7z!XW4e`I#KEFR30Yj6AIiKe!ab*w<_!@GFcdi
z9kQqU>f)3TYDr)ysjkk>&hwN9=uOhn&&~`vL;-q`ZUqS`*>XTtBkM+mYMsdJkM*Sc
zK&h}9`Ls{rwHU2obD9jQxJ`G^{Ul&9pP$3S!_xQHF%ZcIur>;xY-(yM3yK5mN%5sP
zscYAwZAQC;_66LOC3OLG2gxHu%kcO2M{TWGt2NcvQ=bqF@IbqHb8uCdlp0+T6E=9u
z3kG9%k=*qt=E+xzx0d<|DxtZTM`NxKcAmkH-|Q?tR~8J(yLa!9RGSY+%Q#CqDqEw(p_8B`&`AFuHmX|b@AS1ZVzDqn|
z5L9#}_y)WWHBqNjR!r>CrcIl`YO|n86PoHzB#Tyh6d_Xqr~{gf+iqs8t}*R;@G*!`
z;WB$9y$eFr6~nsYN9*dhsK0z}_=
zq!0)YXkoH~v^Am}uD6rCPjnM-HE~ciI0OaNkX=W{#%j{8w{ze8JuDmW7YV%PRT3WG
zLTxF0;U+(_4ydK5n@PUv8!HCPSdqZQDp;N-^e*x!g
zM~^DMef#zgY?m(kJDS!I-2OK-y~eqVq%&5f^S(!eva*hedfu9=ijdn!o)0#@G(sS_
z_{8?zgk?d)v6Q^*W6$%VqHY}BGk@W#FMOtGtJ*_*2mLG?9k=&}*}
zE3{?*JLfktTZf*!vD{a?2A|eEurgj+2h?UKB%d!|E+FH2+RTye`{rBg^c$HUlVAPN
z;qUC~?3?cSnR@MBeaEL4fW<7pcHk;{pNlfeycTmG1sc{vpJDUeOP3qE52C-twSD`o
zJ-3&>BOPPlbbY#Im?g`AtdV7Gu=t7Xdr(^+K79B*H+N3*X}fBL0&NR>>+MHI+0Gd^
z#0w_sa%W$I`#?+G`?Fj`3BpzXB=g?A>;eLl9y^ANbP|+zXv|j%wGUh$rR-1G3p}$t
z{$uku22!=0)0V9Bc>X*HZ=et^eIg3V$YCH8EEcFW1b_`g(&K-nT!kGnqBmij{m&9eNLo1i_
z4cYguU%yV;h^(xvj_=;cI0bnYqO4Qv-y>AY!jxe(dMtn>TNE^!G=jDQOrL
zgj#m?DPs(-A`*;K#@y^wvdPzXm&%U-PJ<A63Hj(lC@&d~=ZS4>=-G^pH{KW?Z&g9uFv
z+}U&H?9oc`+8MQE{VOv+|A}O+cx~q)X!b1o_C-PE=xs`k^Y!(uPBB!YD!og-&uDXw
zcomWzkS4@#+UK{}Z)0SPC44w2d+gszQb}IE+=f5rU}1TE+8_k<6H)C+BM4;^ioa$m@!D8#C(;8{L$aq$3LFI7hCNBT^H=)Fqk=H}$?g8u-I8Yvg%
zg8pVd=mOx!dA!V3M@vg24A2izkbMZ#3SdoC1_J~kxK#iT_vjgDlCh{}kq{S&6pZ_IgZ6{q
z2Btp`vO9&p5VsnEUqcvv2Bq~?nV%qeB&6%A4i-U=okMg<1(ZSUr+7
z52T2bd;zIS8eA~5MmodwJjX?oLk@FMscrUZoA*kjeLqUrauNyfcaY4Invx402dtcA
zg#P4s?pzF!0U@G9Dp&kUDF=`dcO{L^g9j^-zmH>wgI8uZjYeM@0V;sk5QYKlR$!p#
zL{nR~bZPxSs$mnaVOx#{NPuL$IJi%E^4JGo@{z6q?IT(H5RSOF=w8S2>9km3f&lA0
zX;HWh%s-ls7ziDNtxME1My5cA7>u+Pi9m(+Uh_gqI09($c-zgNPZ(|c5BVgZcV?l2
zzDY_UO(sa->djKef*=W2@0I6RW`-)xJw#9x9Lmx*bReYHwryAW$m4PpT#~wB@j5gQ;DaGpi6^(g%)&y&
zjc4#=xiatDw=er=nc!icQlQzVv4UmT?!*uRZlWovE=sAKvm}l2#V2MuI?vsA))^ZQ
z$v#n#zk2boS2Pc@^)f+Iw}21_uV1xD
zQ2I(fQBhH?_EQ79wdAOzwIoZ@SaRN=H7lJE7DV5ho|v24QUS$;>MA@ve9C7ya`-0W
z&EXT7^p9+q&ME0+Q&WcSfLH9Tk`i$b3kw7NX*ijxS9KPAK8NYNiLL;M?8~}ji#|m!
ziM@S|=amdV%_0A~p{k)+G&Z|hB;((`(7Qb1;*6i4IFV}9BBoFU#f;nb*EM43IdyN1
z41QQ0bZQ0iLb`lAKKUB#0AxQ3+!zj&+_0O9z%zJ0Ma#nx6-{g5haDM*@b4S``hF75
zh=IjEQ3EZRN_3p+(s<;62Uk*sz|mlX)&Mid7(#hPU-*!q+y4G*ef9{k2;yI9v0lz^t96Gz(e!}#Y
zNHb0HMDuo7#8yP9B!>R#ZwSUdansLzw=52wf=YjysLKu+OH0dyMT%dyDaGlTCr=G#
z#>w-PzC3h_6a)kzH&O~XTFJ7qGSZ6?DU;_~ef;V6%gD*F-w*=>xCc_n6=GBs@G??a
z!0S0{|+7
zzMUb&I_ykn0OX-=L@LE`f|>z`OrS*8dZV!^(xp0HH=)_}<$^|r`E%yXeWh@AM2Egp
z+b|a$Kcku$usRh5KkMTF@p?q)V^h)#T1KZBx5Yw!G=Mn)+O=cO^oTh6@u&|{XQ#1c
zqos5uAfG{xA<`FQu}?bL!LPQYezu|NdxnV2{(f)N6mTb4B(rravvp0LYS
z8~2=r-BC@K7Ics#=>h_T?c|g76*7O!%*_Ie5Vk6P`JX_u_o;o-~kZs;k^6+Wau60MV?7^j_*>ON!DN}$#
zc6t6Kwh`*B73+3<#-o6LZ^oc(I)W%GJo?0=(v9?N*(5%-vbILAX09L{CPgPL^_j0QCOse=RNVJ3lGRVF0;}uZD9_T3=G}MeY;Zq=X-8?;Y
zQ>DJzs5`xt3?jCZ1E!j?PR<{hgm0#O9Dw`J)BK9eRMe?hNdKMQsV!8ct>6z_xdx%|Xw4^Vr6hcMU#-m%O`9H;d3LjIx9&QBwA!G#v&W{swXXQ%$r<=%1%r)d
zp$ONv9P6Lochk*t5hl79*6z=v?3H*Kh&VnaBO?O~tRG4Bpx+3lhtypMf0MwjXdp26c5vM+04{Kf%JBm#Z$hf;(h!VrOI4sj==k<+H>4C49e}!zumUYww1~7y#Lopz
zgES}Peu=A)C0bb
zE1@Jr5m+7-^c$!U59=RR_vl2p}n&u(0M+pnV`L3d+EI}Ru&k0*sv7fPCrcXwCOBlJs!v9;x(1M}#X
z?La4U4)Q3G;zkSpGVTVH$+XxtaPmxyu6)qRWkl}5o>k2-CkD{hh%o~w%S6i&pQg!0
zS|G9j!D;}OK>9@X27nkt%&F-VjdLbK3Hwi8
z4~I3;_sP~58u_^A%wQK9QRK`%*neOKe3NN6tdB^MfdoKq&;YfksH_YkXzEQnJ09?S
znd5b(tb=3Q_>6qX(?UeEfyyPz0tN8t)2GA(Z=SpVK5Q(T)bi%Oq%GeL!eI^th^_vHBZ1f
zW=bLS3PhiJTIm`q#99ul82j?;50^2)r_K+aZJP%m=VH|rTQa*-HXh~Y->69%V~TXa
z|H9j}ecpEW6#1Rww|@0ZxlC6}Ha@|+ir0aUH$vzC@ZrNji_M*lW3?@WIgw78zCGPR
z*P)y3w4u|pp<)^Ae)woC6<20rH+kz$am;=fAcNmfc08rftgA}9u8sXCg>7zO&PKTqj2@Io(!s^#CBqK*
zYw79R^Zpk~?EN#%^ULtxKY>C<9Xge6+(-i-vIV+5I5AOASoOeO>RQIOL}*Ym-F*D|
zx@8xh08&=R(9qC=9fQ*8ru8fU3v0e}!13F@4}uvx+;%|`Ab(ByPpsnq+4D0&r_cKz
zizsBYl_10ye}
z7#XW>Da?n8W9G6&iu~qKir}mcSBle&R85XVnnMrm-0uS}7nXh$2vt)nD<#MhNj78p
zKEe?6kXe)Tej>dBUwQe>M*`*euEo)&-N+MH$u7YO*
zJLW;iANVeiRo*rh0x#sw&1RO`gD=J%$~O2dght-nt~~bp#0E+_QKE^Mo0})hARn(F
z!aj;d6?*g6y8hN@f&3KE;E<$ekPD!}!N;d0`jjy_g;;FC%WzcvoL>&gvz75huR;HY
z13S1fJLk(@%e_+U@u{If1w2Yh3WVrhjMFIU>qolm;NRU-v?dyI3I~)usFbSdrmu)D0e%mGoXBK#G(1WNb{cGdDrSL3;&^lU1^wHM%E>r#Ga#a4x&@m_l=9@7}#<(HXjM&et62^9YPjP`g%Cu4A=7nML%{
zZ)6gXeEsLIK5tHYsH{CWeErDjG?pAY4$e#h#j&AlVvw-Jhu1|t62K}hfCjWG&;q6tGUkJ-eI^{jG1+(
z&vw_ks{89p`}+rN$De;H$?7_C#4$$ZZz-de6()W1b-`fEpBdtKp4Id8Cxuc^zl?ZT
z@pbLV;y;$tl(V-M3JOIn_;0}U-}`pnPiq$SdIO)6!3H?XO^@y%qbX!k4}~Wxcp)z8
zH!V|KTaVeet^1V&VfrRYfN8qA0^>N`!bpQeWNEP*Zz0p5XQ*5;01Oz`l?QW-v7sb^
zd1)fhgDOc?Xl&%}?E0?8u#EBStCd%Byo^
zY|kt`o5m#7|1A7N)X@j4t1ZixhWV~Kf8|<{^oZN#sP?=&tntT)XEI~ryALWE`^;or
zt|Hh1d-K^hZw}j`shrH6n-U=s52RZjH{$zE%VO5F$OvR-<9a@KWY#9IX-P&Oos|j$
z4du(OEy|3Ty8A^#e+K-R5b3BPQ&vH{YJYo~JT(f%bN%4S?h_(iTk`7b>&0I#;G8cb
z`78H3r>k?uXk;qlgL)eh_gU>(_}%YCtE1^h>$RWuK$ocl5zRs^*w%8R{Ry0P&zT9O
z4VfElX3F8cc>7*QC{kD*HHLOwjtJK0%y=wT0w!M^^Yu8_Vl)pBZ+i4GMf$$PiLc5n958=THl1cR`p0pVs9<4{2UjgBjJ7G;WCPDU|!^j`|Ft$B_tkC
zby>Aqi^3X9@F8;#A%b8dig^Tm-%;RITADIH3x8x=P|o6$OQK!OWZu!n-pI$TxN?*n
zkS}xbRXv1Y;$*>sbhNhzySi4L^3~uxI@{dyH!pyv@a%7G(nZbOz#xeWlZcVRF|11U
zp+!N9^goB+syQ^gibymBgPn-{v!^Bu6crA5jk)nZzFV9+%Zz>*N(Q$HZgN`aM1W@jYNmg0Co2Fv=FQQ8SIr$dIr
zz|ZJ|8pOVG4e|Befd*Y1oKE~vmW9`6<1rizt6~eQvaTJ)YeA8Gx_x^7ca&cRJP6MC
z_|L9?<~6GKBD|_!ouMI`r~s@-)*@YC9my8LRCCYYBkcUH(LnGm`jewQWR{!EQfN5L
zj6Hh#R0)8bOeJmCc7r62NF|&qQJ2UBO8$orgw{wFz~m;r91loeu>QcU@51tCt5*U6L{ZtkMRyvd&8SiHO|;t!nq&*Vmh
z_W+JOIwjl4NI9TnHS{WWDrk~gj8TL`U{&>9aPQ=4-i%%+?HTg=bp%@N!v*26qYx#-
z+B%&%0^-eNe`2}3vT`_BAr;?+Ys(Yfc1z(781@iw!GQb*80^#)vd7>QF_&*;p3;Ld
zqj2+P7U-BU7=~3D=6zh0Y9tDtZs=S!OtZr)uqWlGZeZe*%sRY}D3gLSYu;Ww{N*hI
zN0AHy)VS3N=98keF;cWCSi3_Daa1Q
z6mxN>DH{Z3JQ6t*li@SjI#^&bg@c8^3QZYIu0iroI}BjjAdW|&WEg;#96SaK%4ev#
z%`9X(AG3b(W;slB*B723&%?#Vi!r$kGr(sSTOp8t<9=%$`WN@XOPK;ilG|qV>NvNE
zhzJ-}F|x{FTWc^fs2`vvBNK$$;_m4g6&)>s@j#f?+&$^;{GNX-j=C}zRN(NGAPEz*
zfyqvC2p`c_D>5VlRqv
z5uDK2xUYXZO|;(mZQE{gR9;5r>+^9D48OzQV^cd?qzB25zspRw#boI|uPnbkB
zK{6|Zf(2zibm+%z&H1}_6pLVs5L5F}yrODvlygQ;T8=ed|MQUjxF9h-BD05)F*}$M
ztGlOQeE5Wk=I9>m=)poRm`0hOKG{2u*s3Mx%WxTc)nVQ%tkz<0&ODUfOx_8+02vJ;
zNzipX4kMLtgOzz}s;l?gV;~P-c}8iAt=3|mR1US|$`GN@^`$l+!<~dwSshuZm+^n0
zJaA*bgT+71=~?VLJ_K7fd`quET(MU{cNC|}Vn8_h!NMvH2Oo8cUrxp@!H~KUQGu8}
z;pTz1Eo_j}WRzLDXGjE|7ooZ7pJY^Xbol*xaaUX#VW-0}w9u8cirrkyGp!*;a(kQyUn2({TZGMW-2zG0v!2d
z0pS_bkPDTNQB?FGllK?iE@n7ta@;uUM?tHki*@cj-=sikS!BKTD4~v4HL6uv8kFmv;8`}U>
z$srCk8};R7WnICz#JJ3Va`@
z_S%z;D72Ui;oq?iSv?AZ$zZ^fL%OAE{4HNis?+7xF5Hd%nq?jBor|=trdo1Mcz-1}G(w!hM
z?=cPBDke#-$qk(m@1u)N6w<7s1WDJ(Hc`??&p-?uJn-Tn9P^%ib`lM4^<
z3tSwva1yIUX)pX#-Q(!rysjw)EBD_h!So6(^k$4<;<@}OZ_>pfp&{&shTbD)KVw`L
zuMf_F6Qrg&0@!m4a+?41ONWZ!>COoCmN8i
z|5BsF6tyJq7a1Og)0!x7xX!5d`M1^gs&Hoq$J&0|@~5r*?{35X
z-qn>B_EN&L|9zpp_1Io0Y7iS03+HdCTK0cwZ~p$Y{tHdw->>dJ-g62ot~frxV?TWZ
zzE4yV8T5pI@J#jLg<=vq-F!1DIPX1c{Fg&iDit6#RbYXO@<3#FN|>-~%iVJgV^(8W
z!T4c;HKS1e_jSbom7D#i{rdmcp6oxp+5cpqD5$GPzk7EwO8d)-tn6$|IP1=L_7qCl
zU(2>0(=ljN>~!x^VOS!v;mcovMt+$xm*x{O=U>>p+X9vguhwV0Y_Y~SC?xH)QyXpM
zt5@%OS?9NgFW>6@Hzb5|ZARjTz!pp&_bQ5Zng31Rvaf#%>U>a5hg4R|&J0@R$`yMY
zs0lo=WCn+GRYOmRaal;2y(?GmpAH!rF(ukQ84ZM4m&7+YlLK12qUd~LrdUvxZMB!h
zyfvn0LOJ5HWL>$%KoPTC{8{XFWi<#kUWulJ%+z{#@nbXa`uj9Uhi=(yRlghm{
z`3JC2HNtVwi9mbNP1`31_{S^{S{o_RCm0_$xvt;#ZQOixI5NMUuY9WRdK2jrTVJ1$
zL{EF_(W6H=PRpv+9Q@08yJuy6VPRx@4Fgw?!TiVd^6K7}D_g4TuD9Liu-h?~hF7P<
zR{K?M3F~}qt!F*q_+0tU*SV}IlYLEngvcISwdedva&XmO@yzlmv#6c(oxBuIQYj1_4?}h>-(QD
zPytHdg*^z1$nfxZf#s232L`|ch%5j!i%p=1>rYdu4|5tP-B*j##JJqnU;2A_xLTKy
z8(9v=Wnh={_Tur&E31avd>!lPlA>PP$CA&&J{|k4f?TWP8S)aH>FJpct+uw_ZNG0F
zc2{8_VG*84YV@DjueQ3NHO5e1_m6Nm(sh5kcFm7omw${-vZ5D)8s{}^`!6uuplxt<
z!)BLZhfPbX@7+dcIMLdvnqcL`+;hBj5molGNyyX>HMO?LMKLRsT?b@`$H$eBRYK5
zdvtgwSss%Hnw4v%@0?v5?Q%a$}rF)pTWV^?LKt-GtS
zhpK985~KOi?u1;XgnL|SoUMQJ=5)pUDV0agj}%!`)qO{fB
z8Z-8ko&VkWmg}?BqP48s2139qO?;~@!MZpqkiDEUW{0=mZuxFL>wE6uidra}6pF~b
z|FFC?5A~DnzuFjTBq&_B`_>_0@=qGVQThsT!;F-Ke;6(QCu9A;!{6`P7L;mDH1Kt`
zv}&|<`_7|9`^P0gB5q@Lb*RB#f7)$*k_7Mve`vCr>t9az{!R7%k86GZ+d7-S-|hch
zlj->LnYXLH#nLZt-kUB_-{HaVZ7N=;zr5JRE}^+z%}~u!
zzu0t-UGAKUy!_?sn{GUMzfC)O-L1we;Q2H9Vl$)vkW1P`C<9$q(z|V#vUMc1E4u|0WjdDoGB@!ne*lz{6TcbhO1pbR+dwru7$#nl(<4s#5FE8IskREf{p;>-!4-)-HJP9p%VZ)@-N%=dljdrIObU&^Dd8kYqK;h
ziM@^=|EVbY*7{Z6;%nbZD)BmT@I^DqXp~sy&oW^C%h9=OVU!#&U0x-2(aoWfu>iPH
zv$E<>pJ|a#Kc&G?yC?6pLVDTPHJ-)y(Kt9}+po*~3xk3;v?Zp+)P%Q$11uC7a4rVAKTNm>lpbuqA4^wp$$y~FQ2@V@D@
zb6()rer$Wcxv43$u`~ax2`i=@ao$25Is_1duL#oy&pMCq*6{7Pt-}Q$0hq-uPHA@z
z5JMT*-yUL^huci@!%|N1F4Y|7^zmSHWU$Ti8aBK+gA+KA?LDEe1!LG%#f`q}&SIM3
zXXp#Z?`6FI`umfP1Dsq$nj0k(muNkR(U0-Qmqo~ypWS+FEOR3YEoB~WNWEdwT(j4ZGR5LAO$QgBCzI^eX+Ue*7=zQ~LS!>5J
zvkBs+nw{BFhI#2rc|#i2X&;0O&}zx%2|BNuc!ZQ9kFoFKZB10V?GMk|-G-fasV
zodNh?;^+q5+)}m3cR;;ZsnawOhad<|55I>x;tA_G8H*&rORWAl;cjhMz7v9%Q?~Qo
z$MnXTBYd^FQ-c_P?Fl2tJb`#^3Fcy-dteU%IUhmrh$Hqw*b>j|pW78!sNg(7%@Vgb8R{$E7L36beH%FBAoQvi{HM*Y23>b|_t$lrwxu)lIJ=-R!y+m+`6^SI`C1dOjCcn
zSmP*O)@ka6p)PO82Hs$oKdhnW{&@HPeIMv9FUdbRmbpmC7?aHD7|3Y|aXc|SPLlZ9pc|kuQod?h
z9VZuYW9%}Cjg>WxIZjDYQL(cN%EytbpLgOIIbGsxuYxRM2HL?3^5?eu?=QlS-{WtE
zQMA3>+@rpI$McNTIX!W5%@JUynpmkw%=*j8>|Y*ql^343_Txj)%y3_XxyN4H4jX+>OJ-_%r-xbzPISEn!bB1yl?|9KI#loy
z&u}|hu_Kte6aP^m{XTr~7E^eZcD+=~lW(vyk`9?90BEWzI9Vxn0sBQ-ui6<8R
zS{A$9XnCteJxrXUl|6kt;ANbNkPjO;IpqPqmfD#cFxFrcQP2+hxDC`+9*bUiGCqt+
zrX0d}larBg9+GPaCNX;8AttXO$-w|I3?Y8FT69I3nnmtZ<#<^B?C`5za9QL~SLAzh
z3?lSlD-ITt6IF12l^xD>ncv&EVKOknbaVI?W)KOcxsaTBMXWoJ6^T2UDhutBjIQC}ExX@e?~?bRNsCif3tqzf^%p*4E2sL^$Nbq@
zWa_x!tI11Pu$8RsRaA)6l@Cev2*_8GtVlM*7AnViSuZhw;+>Xuvi2id&GDhc@L_1~AY$n|D(83D?qkw%T2!e;orW$1V+qV&N)$O6LTuV6iZq3-Qi5FC<<=O_A!&!D#C=#F(&I3~La3?2^SFu+=Mx8A!0
z6*cHQD;F0Z5~qUVFA?=0T^$`S$zo%E&<9h!(bO?7C%PS)7sld4&OeGI&27`W%MV+wR2z^(|
zopk^4^XCyjX>LsA@9bk>Yx_X>Ighlv{BecU!1*%W27rKmm4ByEUtT{%9H{;xT
zQa4(UN8X%+MX3NQGJbGO3#2+}zhy?jwDgSFOj6(WwGf9%-+8Y@q0gp)uGAu44
zS~a=o_r!!(?sO;DAj9n&
zF(`NYmN!8DWs-|C9IPO*ld4?`O}_-EpIkr^)KO+gaXloY_
zhrqZ2W=a}x*FXP9Z)f7wbKAB3A|y$fN`)j-hD1?GL{x?-m5@pqOO%RaN``(^5+W2T
zX)qO{LCH{Np(tY$8e~kaM0!8xb>Gjk-uEAP*Lv1^*6rfgukZIf_dfQqkA3X(TUze7
z^dX;{`+a`>;x&?%fvEgd+#WFF_JC-*8sAD`v-1G?ktgGApPh08@0-3i5kum5n}%kh
zX$#XWTYa2%>}bMg5e}+VRaI{I96Z?DZ}I~g8n4e=J2)%{C@mrrEXL5{&Bq9YBjPD>
zTdSR{7Vw`4Q`IH|a@K74EX)kQeg8fRrQN84=(np-`HmK+p;OOcBkA}Jq%VvE$6=NZ
zT${GGv{RyD-18wiIukrflf@t#Xcz|`vN4%E+V9(a(6B&j0tE_B5H9z{14tyX~=DAaEk+KpRJB;?*36
z4gT#ba7o8IzrPx({O4-r?xEsikc$O050x2_jAWLmX=(INt;z&j!{|Q`=B(H<U4s3OA*k<-0@t3vekcw8U88B}@p#>XK#@Mt;Q6tXZ*Qg6_SSfyhggOc`bWU^g+F
z((n=ku(ZF1qLhORe~h3Oz0lkNt3k}1d;BmKE(zdWoy-1g)L2_&4k|NR|NSJtw6|$l
z$FFV_MkxzhV?v5*ZHXSg4-BvrDO;E=2%%0F=3cXu!_MCR`Mh=8cZY@9iT;3Z89PdZhXR5>
zG4JWL;gf#Lx9}~+%FY{O>+3;7J!1DHUoF3AShcfl^^w(#D{9lyXdTAew-j@(}bIWumJn}^U5{Leas^^W|y^~3-c2#wVm?4;z~;$$m=h29198xvUK!@
zZ`yM6IKu^E)Hvt!-jnD$W=0!W3lmP9x&f9#pvQ#H_M#4pGVe`4_ow)a>-!;FdA35d
zfxbtq5FCUfcS(7F8}$hqVFDr9y1`xGMP^nDxpu6Ui{Eo4}~4_rr{Vn&n@mBog`
z!buNR3uS=a0CTb{19FZ_eh_Y6u{BUz~6O+2a5@}0w(eWR+K-mdj06g#Y0WxAT
zbKfQY0ymf(m@E>VQF>?Od2#h%!iUE^`mu1}I-Sy>_xK|0-O-PQ5a7<0)ivIJ1`qBecsUQo4>ngj8p0vCO46&X+
zKV`u5gGqGLxYN(*Gi%ibO}7@`bX(iap}Jz+BJ2CTq5OT_f6^nCBW>)S7m?g@lMDfsR<`1vEoP^Eo7in;hHE=4P&f?8jtSezTDQyrFiwh#AT0W
zCPl1z5+~Z1vc&_p($66`8Qq_5)MB13^y2tB{kBgF>90mTz#g{87EOBoR3
z)Lw+`&}j!!dd?$E2!}+m7KEEtd&J|MHNGVqwpV7_9<<=q3mYh?tbzZo;1LEjZHO#UM?IYV
zI3l;NU8CE$p6Dv~=}yJGB7y131b+1K5=jE2g!t(&d+Sy|KF^y0^NHF}E7QCW!s9o>
zM2KlY4NDREKr|qkA+^6_YWa79%kk2gEG%`1u)<#DpLTCs{`|4Ew?BnZjxby$Zwq4!
zu|zEi&O}s%BG>|NXNlH~a6@%=F6-3nByHJT*7`RQnBh!qUD7|?I8LOksZ;9!uEOr}
zbm;5OojRQ!rD|=|vZ0TPio=q38$h1}EQzK2d;`Ym6EiS}!5rr@64W;h?c29cLHsXV
zgR=AfE6x?uv6gFES9NILzD~IBv$`(Q(->AjRQ<4k&Eyqd@W6)3)029CC)o%Kgnd?D
zwm70c-e=X?`}``~XI;AVIY!21=Jl*dU5o&0LxbTS@hv=e+53;e$B+lT=FoJ~L=jOA
zQS?|g6cy(@sx7;A4XWecUy|P*xq1}lXs?%iKP*%i7)<`-vX!U_4b}=*hp@f#W6zQPIdRIO|EsZ-tptd+ND~(uL*lt7qTxc+@)7BE_C(}d{k
zOP6dpj>7F=^S2P^nt!DWA`9&M!A}uyD8e`3W>s*)k((8>!Dj;BA(_RW{!z}wKFZ32
z4&8tMwqF+v(-}<_=6*SpDR`bA7BnmK3&LddbBQ{ZJ*>FdV0q20+-4}z27k?SnIBYz
z%>7JE;XT;!yZgoa1QXTewoUZS^34^r2@ypk-)l|zI==UZU-`3m#e&R;_r6AAUz*?(
zxRD&HoI*^XpED`rIOfE9ET
zgm(@){u4qj%0`hR)W?Ezwaog)=b-`;F$WVZTVY*=-44oi#~=TMyo~3uiCryzuRO2R
zQqRuig>P_MU=!)L8&a;jdg)Nf^;Gkw(mlCAQ}kFdhHXOD7m^0
zTC7<3v5_B>xg3HW68=yE4%z}3P8QuS7Pc8UwhUqOPRYV`F;EG@l4Ri#9koL-_vYLw
zR5$hOCyXhC`B@zYT6|qmR|#S7U#eB0%baFmbwwNpb>8PU-XxSP``5}CIKR>Z~
zTKj3N<>#39qo=2W)&JRQS^Fc#;MJuS!a`fTOW|$;u;GX#gS%>&Td;F=jU&NcqM8zj
z0dwSxP0sO50aOb>)lSLgAbFN+$evB-I{CA-SN_XsjhSvHX
zHm0N?i`-R-$5BSWdZ2mH>h=+)gJ^(;SIAVR^c6E4J(43Qj#+oiB4WMZBOL4eO{
zE#E|@5J`ffzK4=hEaMIK0%GcyIL3oYUbVc0Aow?yqJ#S=_EJX9b*k-iaG~M7xbI!u
zP?Gsk`M85b_q{V2l><4ZJvo1<=bNl&o775#RS=nXZP#wf
z83#pM*OlP~J$1FGw!EB~I;fzhjox#W{zFvUW*&%I9x55wwbR-u5i&~B*V`v)Xlz<%
zcx^({8}CB{o3&;=e(<~T-q5?Bhx;5lJdQPm4TcZ;$x8vY^YGaWWg@2M-|+-CR!epm
zby)t?sZ%x2&#D1f!kM?y95t%zsKfQiom9MMzy&NKIuFY^50Qeu&yrT>g$o~^!}w)8
z0!It2u1(F&aomy8oDF0Derf&Ng|YWxs`a!vqQ=i!HCCknQ{uc^6HP(oR=6$*wbJ#D5|1UWw*
zE~kF{^$NX9yI$A|hQI!8j@sDOZ*KvxDr##x?lNmb;FxjDxEJ$4vYk8c2np#F8WuLs
zRgpQ%??!Dp)h8017!Gd^O1Y7r-wrV*Ja6B<2M*kN
zzOqXnD3w@I3JHJkoVq!Sst^103$3G!f4E@sH(O}+V!BByQm*`%uuKO
zYrn!3YcZm|@#v8P2WN_}uO9uo_B$qRr53)5a}T2)oe)_D!o+A88L9GY>m7AZKI5-X
zoT+88d9z8k-`)I7q%^d&WbEwh9=Iqu?X!5Aaco<{f^@M;i`GOldhDveQF+Ty$WjC8ELuj`z$dT!Nw
zeb2CN3e{U?u2?aI&0AggYA}egG*kCZOEB=QQIv9_@{by|MDD@EhiQzf44ZdB2IAEp
zJmgIsC#4_a#Eazr&G+>DG;p}TdV}>G=YT)hhBk?<5t21ugI2ARu$#dr_51o7N7LbwZr|lW%Ykjh^
zvix2SJQb9jIBU({9EtUSE`3e5$Hw-{{q;fZ$Ct9cl&i~Hs8Qpi^j36*fY1fP7#JD3
z;u9;|rOR#V1!<}0&!4BJrUs^^>7JT#Se(JAs3^VldzKfS>P$yuUX~{)O`JulXsIK~
zTltPbXU`6oNOn!{Yve1-#T2(6wQMMGJMYb#-uy{@AI>(XUPW)YqIeOs3KuV3syT3A
zd%o~WV~LVuU4ygRjaSiIjxkQkOxo5dBlM?CPRzaJ(CF)VVqhFYv??^?R7NkAN9P&>
z*HFo}u9>-Aq)xe2Ra9&RpI!KCO#5wcce#VA%RN0idw6)f&e@<0cQNdq^@v09yf5|+
zEK_QrS(loYX3CiiscYvRz3}qo%NEn8yFJmW{6@KBu;J%0k1OHfU9^V|O#}4~n}11G
ztS9yQT5ie%J~l;Xx1<50sOP&ih9M&=)@oF*X9tYg(xn3@O`7E5?oR)~o-I9Zb3(YW
zl?-Lx0D<6pm8v>bEEWMvfX4kP^*
z=8PG4m_vzQyw1|HBkl~3Ib_L~E*+2vRqo(n!$L2mr}N9~BA(nK{=z^Be>OUtnwlv?
zl#fM5PSK96Tm3u7Ao|+wx;pot;Wo(|Pi-E0P}OSY%mga69jF#8=FUAd&??%3RGoma
zmQAuPV&VyFe0@(syk78O)5M)ej|Af)Nji1u8+%5~d81&pBn7Y)8yE
z<_Y)RUF^$C4ft9vjj3HQov0~68jpE)FMPTwiKpVUrN!^Ul`Dg|Y(SkvZd!5XEUHkk
zr_s0d?tDRz(ra46zV32U_TLUEov^v3aW3PDnx={tvu1@ub58}2#7}7b
zvmamus5~%i*s#I87yg$-A_nNRWZQgv1<4^04?i!F1t7~lZy`_d9{_@L{QUHZY!Q)>
zJ2S`8+~X|Oy@U8X1pA}OxPExj#;VFOGRaGdb&QK
zML#nJ9d-ZV!-sDT7yIaqi&%n1Nozp
zy~@jLB#=04Rax#slc7U~#3JAk4Bb?HrC13>KemQhj*k$Jg8`Rk&
z@KlaDbLNaVIFe(YChx9pOtRIs8QlGh&e%xaWD#uyehR*zaloy|+*^%+_42aGxJr*3ZBoioU_4f~y7vv~(?EXEPRU
zNV6y6@ZnyJ_FTy14MD@NTy?-g3tvYoDx&%g-q9=y+Q&Jrfl_&#F}CkGoerg
zIC2`*je5tRiK2pS`b_JVR|q#9Byo4TY?FL|euqSY3G|W0qk2(cr23#Ym@Fb-#E{(O
zI?lN>y6)O8b^-sK#{(Dl^G)_xR6@J(tP+Qg59@8TZ*K_;Sv90A%}i~5EvhzZ#?g~}
zO!ls&^N~ObeS&jm>nZ0QH-9agtsPlde4fTc^2w9iAwFmFXdns-bEk8spbH-Ze0J5`
z4NBmiVop1W(jRKk%*+gAsF7?t4aeY*qtoZ=S+N~0nV>`AZDD4{^232Z0UjegVoPAa
zVi%W*%sHMQKczL~e_J?z{=Jtaid5DE#es!~DabL@nb7*MY`!rw*MZPm)97>b@6@T2
z(WYj-(YfarW>4jth4vb)_h`7bb{u6>1V>NlnaW4B`u#E;AN5o&#Hh*;81Zt5it^OVoO6vihkf>)whG36w6A+Ytl>H52(%-JF<}5XFm^FSnqa
zcJ)m8a@bb82i~F4GNu{;E5ftKQy(9L#@N||f$9syl9K)B&W&IOcJHRSwzg*6EzPlG
zuNYNJema25l$3Co->)HiiPCpj*0m-RtP|BK^94(?E2-eFnxf)F-T>lhn*v*H5Nav
z;pfp-l_rD=uoxW^vuNeYP#Tz3Oy1WUg~gsd+j-NbP4X%ur6$g_$dYik1&-OhT_x*m
zVq!4mHg44Yh7Ro{<&d98Y8gMr;7U{+x~Z)X9?UrPqJLef(0_r^F_SOM|sT)ZxQvne$szz?vCZSpq`&|7p^dF)gnw(orFE+<=4dCSOX;`XH^Q
zriPbG>VY`~erC~SF)uZ9cXyAu<}+zh8~lTJ6Y;O2De&_4HYKCbPP(VPOtn|9>jeev
zDQIA(+OpEyW%+UmY+q`SQDxdJwfi>7-3iAe#${E`S{fQs+zfvbu$0Egk&1iv?D0p~
z@eNf;72g9dn6X~i!&2O&$wg0`d0l$+=+R--7!NyKT-uqC_;L8tSX=EETe34VuXFor
zrMQmIPJbI5VKI^>6BMO}uC5Z^bzvqtiR&Lb&hbdF8A8+^iGO!ZZEaey_lcz=GS+?R
zQxx1a;_l*_rwN@-+6)1n@tQhPRDs4c$BjE`=eJ6((#Jm_fDPfHcBj+R)AJeJNo9*3
zZ`+mJ$uQRxYSW_LJv$jHDp7tup#vFpY}q08+7dNN48!1_Ud{A?@Adc+hE#PtgBFEg<}1D`chLJ98{20
z?SXA^1u#U7UZwzw)@44=_X{>|e>h3Oh;Rv@?O}CpU?Ks_5Xeo@Pa3OX)c#1y-Mk9D
z$YuIL#W6YQ;XO_-mJ135c;U4ZXDuog3WBzf%=v61*eQMnOH2*O-)OU}ZET({?&oKH
zQ+xF2{R_*UKJEJQY=
zMNgh6nQg}>Jk0y_`SamKu2aVcZyxk>o^^-m#Zf}A5?}aCQ9(f=BcM^csDaN0bll{T
zN9^Cfjl17ZTYI;izm0i)L!H&>mu|qX4lthEu3ejOe2}w7v2qc=s;K#1?Nv-S;$l?P
z*N4IqNKK@|q$T{A#)-Vz7l!AJiQjv0Y8a)16^=i{?&
z+qSkSFQfwvcd%qW0tO;FeP-=PDB}#jk3BE;$~R%N=Q3`e#4r`Jl{EV2RNt;tdk_ry
zbZ@`mYU0A{Bc3cOk?+#Q9P*$j-X<|NOw;@3)HBDHu3EK+ZjjNQ^p_c#nQ6Zc6kS!i
zJ)H|IrVjClUB2i4O~_>gsmWpVJ^(qAZu}+Vw=mC;hnTRp(D~36-lKGtbC2A!2<
z{joDXucT$PA^+Y?U@%}RDJA6w>vw{H1viOuRE{;TuIK=)NJI&X9=FZoKYXLJwTL6_
zknY|CtI!a&v8&1<*;cOkoqp+(%d%y`6fX8p%W#E09q7c
z?FX0I@6i3j)=uLlC5-|13LXqF)PZCwPNT@y#)oILhXq4|E$$oc#N98idb69BRy(FH
zZ&E(*jfr`)IQSG5Qb>VfOnT3rJyS1Uob2kVxuATvLMF`W2T9MuE0-@9;4v*_oZZ%g
zE1R+Ay;qc
z6|voX_H0FDae~NzFeDAdUAWLy+(K}JVvim>c)(p*U?7o5CUTgi$`Pbfp9=~HR_tEN
zO!{cOAYi5dYkclqUQyJZbwW$4=B*4qe_n?M*6|@PQ{l4)Yiqkc8CaQ)Byskm$TmGV@1V79Ed%A`u^@>PT{|aXVq%C
z%2G8W-@)|g75ns2&~z;v{PJ97bWv%8vFB!eUES+Y3=U(YNGs0qI}{fJGzG3JjP2zp+p>;py}a^pE>~1m4yKHbOHEY-
zmUwYfDLfba*xl_G&&gC@)mti~`dGt1-{-2BavKabHi7X*30lN|{rcQPKD_+Vl^V~SGR9uYQ;bjX
zpHg@zn0d05Z?Eu?l>1)!M1EZr-{j0~E_x
z`$^U3`H{niV=)*u@c*hYz3kc3r<0Z}89*mbn)_xy({e@?BBpnvTb5RSar5*%tCa3|
zv>;9q>a(-qr~J+t%??*q^=|&>OE}No6`c%Um*c)IIe7?@w4G$mHc4scsgAjyVd!t&
zkm^Jkcxy61yo-OKX=2hx%B%WOZ&2XH+*7j$N3}eQH}Aq<+UB|P((1B4XdlmfKi+ig
zXG6obNwF@;A7);^d9y7s!ot#WQQ@%7f1z-n&nqVwsJaz|n!+%awoh#Oo!o!K<>NiR
z&Aat0vZ3<3=Bekq%jk4!Oqg)|VaUX=ce^!YMT`j?)MI2-W#w!en;__uG&d4x7!388
zsYkQCHK*xGl6N=0aH))LxFp%~=vve@TkDXUze3>t6HyWF)sPkXFiw3u+R3M|WK)3_
zmsp^z8KBv9fs>OJ>dg^%->;!Y^vx+bGdycS_PrxbWjlB7EQYoo*mSqz&l@c*t=Y($
zYS6^>j~k?UkrF^O_N}KN*9j!iPDCS7luL|~3Dg}Bx7{VG(SBR<)
z962JS=k?J%Zw%zS2tw#h$%_|<5oO(wIh=o4rd>O0KC6~4vsrP5Bz^F~OiaE;jU0JG
z>`#twK^#S0$Wmho1_LuVQP7)HnIEsufXixTT4e>ZD5^b{-}+K~y8W8JF%r85iM#gB
z9E2TOhwgt=XN>|Sl&=tVYhDG*t5J}
zUS59is8Rb!Qqyr^YHz94wHb)=!W;80y(Ra$3zfHO%h{%=iee$17Q${u%?8G)jJ#OM1?iTSyYdY
z9n%DG89n9ROC(X_$C8r-m(@^R*v-1iPCEZv4iqa*
zf_ReBzD;wf_2KgRn<^$jh6w+1vHof@9HUSIg!x(1aDo$k)@yF%>bz?8M`az$tg7^;
z6RsAmUfso1(PinOcs@4p3m*_!WAhV_ssU
zfxb&d>ME*Ns>-bp8lXEglWi9+Tv-3=N*5`YB}>|Y(^$ylaZ_6#Sd
zK7{M7v@{8Zo0qQ{XQ(p}nv+FK`TTDQ3S&)UWl@Hu~0s$vGJte~k(}BJ0dA;F#ehJ@KKs
zrqkrm3q3xK1*gddBklQN)KP`)KNX&Dd_Qu%|j0DXj<1W
zD)ISlw@3WO^XJd6f5}58DvDnZ>^UAvei05WP_xrNfngF$&2Y7ILlD1rMlG&S4s
z_dX}vY6H>*Il#2#!Qp>sm~ht%QvTr_w@vbH1J9$1xXBFg)w|k5yaifs
z-Me?!=-+>`o9W}+O&jW8rgs{<>UAI_B0Prb)jc-J#s23NmCzr0H~(0{3`aj04_FW`
zLGb0vV|aXNtm!mLwvIlujiwIsCnwNCa<#5g@e-55L8{^wbNBLZ?ds;;SZBwzuR`k}
zHq1#$2}tKtt$>u}&bjL9>R?VYZWOUJfa+riIcFp4M(pX$v-J1(*BCRV=fs(5TdBfb
z5Ss)4m$i9lww*po-s{)VjjNMw
      E{0|&B6O6tRh4=acLtb5j}xw*OV=Yqy|Y0c67
z+{ZsZrtH7_=`}UK!_t1^;?p*#F{=58rIKPyVye3*b%TIJu*1@iXPhNP58814V{Pps
z*b07JFiP^A9_#z_wdOA!opTiFIR-@Q|_MDd|aZkK7C8;W*RB-
z>IRCy+oW^nc5=As`hH_B*cGOO2_|hQa*oX;Mvi2~lI@yS1nQH-k6rg!9+rZOF%epX
z+jyOF*BhFK^V}0kB`GP%B{K5X=2fUcc$g#IocU|0kT_X`W;;0CQFjQ^$h&>J11VCZ
zr}|Hyj{d0U_l_F7x=&HyoZESMfwc>z^}ncjFI&*Nu}ndVo1;tZpl-5Jg@);J@CA9O
z4Rc``+1WR5+-O4p@q1KtRh`grle7o%X-ePZ8zk!W!on`xlsp)*RB+3Wk0o6M4@D$T
z#SZ&JUJ5N+Q&VYh){S$6>=*QiH@@}H8A67mqoWtqA7EPa*3D!%wGi6&Dr_ff2TCn~
zuF?gxisA;2#=xsw3LWzfutZxh_Ix~(4h+4>zzBYz%i*4-&U=DmePZB{9D#CQyg9>Av*X|X13wT~GyltYrVAth##5p}dJ+s_w>eM*YGQ-kS
ze~yq2ZdmtymYOM#ul?+cos_$En=@$BXMkC0x`#4J^RR!G;|LM0fRy*;2c0NzNjZ0J
z=^pJT6P2bbIis`NlUAf?w*B$r$5X?TKV4cb|1ARn<%MPCRe#=B&?JC1y3Tv``uKdf
z!-54>@L{*md|z#8kBXQwK~V
zMk6_(uI$Y1@pyU>GI|kEzw_qvxwBWh`^Ivpgud4z!A1x+7A!a#erSslMdXs=vqmzNC?o?yn!~&37hw@qbwE;HQzHv^PjLYoEzifS
z9O1Qg?Nmx#azMqGFI|uXLG+lLn~$+y=;&Auoh0ZK0@!UpOBm8S5J?*vhPUXL&Ks~$
zikC2VTcQ29QDZ?eut_51jc~duVf$TM5(x?NwjhOpsc-)=R25Kw@J-!WK>fYQ&21Y)
zz9&cr!_p5*6npi$`!>_nT?8zbRjU+ye0-RjbcH5*sGV+~lNGQ@vQHaj>&B(#{_P^AeP6bLH94wsW-eic_{
zbZ56oL{i4yi+lFyVX7!&KmIvT7lhXYy)`dgKP_Am5fb-vr+;T4cUa6v2D77%9(9Ac
zSACz;NlwlSU%VfmUMX|YgEU4a{^0%UA46r@o@}}DvF@wK{wplPJ50<`nmdao(+R=d
zT)w=M3Zbt~>nOgCkBc9&xSS9+g>jF%aPKQ1Da5ldGm~Kh5pSX+z@OKghv1^|2{D65
z0{`2OD$?#t_ug4((8vpm>`HEJUb$$|Rsfdz_<-&cA8zcWt{%#f>o;PA0<9T=fY}r1
z@a|y1gtH6vt<7FPV3uz2k!1L{e6%gQne{&b^C7S%E@^>Cfm>!?8(BR?YwTEM$`p}J
zgxm*r2`&jDv`S)gKDlWm^F8SG+EO7~SXj7J?@msyQ|nomoSxS$`{Rn_^tj8(QS*-;
zIIz8`$^Y`Nrw5AXm)}*Xe|B1#J67W2?)k~k{8FLn)8+vCTh(JmjS8YMcbx5sLyg;n
z6s<)0_1Hm1@6yNDQ3GX(K2IEfOo8&dbxx@COcnRSx%F)08nF$iKFm2+UG%9D0qo)J
z-pbF108nV6vfI0FUl7ew8cXt{mp+(CUeVW+kQvoN6|KkGz*-1STfk5hjR$DP#2t{`k#d3iGwchJoh@7`@k3Mftu
zjnewRBF)n|Du4gJ-HD|Q(n*%9ZA$_?+~=?Kg#H(83$|f&<2#uYucLF+UgD@$~uD9`(h4-ku*lAv*rSDGVj)dfl_M1T_(JGm0HtXJ&)krA#Ou|-I>zS5IXbv#Wr#Uox
z*ugou01;H@kZZl~E*{0!ZLz76G153rxMoM%)pb2V?^%HIo1YH%V+H
zqibgd2;-;v)jZycnC^Jhq4$4Y0lo*(qGwsv`G%O%Eo_)z<M}Y?UC;&jMHNqgex*YyQH145f`BlDY{rt`8
zmy?%2NzVqtg(fi5AiELV+~M#peGp}8re9^QK6&mr$5@iGfBEHVVgN4-cBUa>d4V{7v|outVI~eYV;O+qcVTYBF0k@bHYO
z6l`X;MZu?2QtsTjBVh!22AXcOAB*1#*8rG0_N!=Vy84J-%OpVx^3d0Q;l&6!8p0z;
zuK^SjOj54zoqb-nyWEZfZqr#53PL&J+L#tMmt^XAB6%UErgG|TxG
zzg%s|>+E%17(y9NcUnY9-7nR?eim5vaPb4~Yz(
zG4;S?-5IaxZ1vsvRa(#mTwT#)rmO}EHX+=~2C7(=zj9wyz$3|wlO0TXTt(^Y;&v1~D&?qBR8;vRiz`;@mD7CHp
zK{qB!1JR%Hib0JdA!Ml`grHh)h^eB3ttI1tskD(v)BVSdQzLPp{p;|fu~8S9-N8qv
z6`t)MG1Tdhxuy5tlCQ<{kIlco{u`UZ82N2bFJ30IYsiMiUZ%9Y%#aa?rD+3uq0S7L
zac2G-S#gU>WSOoRDdhrFM2-`Mx75QaM3Fw!?b62Rt3B-}oa<*DptQ>@2!LKiJtx>B
z81(ahZ?9iP!sJVzu+_H4rm$j$-7;)po9a%V7riDD-_jEV!h=q9-W0foNKd7Sp^u+F
z4Vp1M`ms)-3aDmxaGxXDs_r7a4^7(he;D!q~dOL{67Ogk7zpPkO{CN4%XEAn-
zwf*&a&~2doGofKU6po0th%H5#6&f1K?|wK!V4T@GWF#RKB?Y&K1xBUN#{a_dwJ111
z4x-;1s-oM5G*tt=i=I`nXV3OrG?pm#%Io$?k;=g1TZPLfmht*1Me)qeOhM`Gpl
zzr4x{txal$vS^MZmugc
zco?y{rFjveXGvICKEg+b*5N~k-sGQym=&Z1y
z+ontl*s!7GXr+v?w{c0Iz8kF{t&c!WK#J4Q#126oEY0_v#LaN=@K{joASD`R^siK7
zhBjrCU%iu*_?!VCbwDGs=wa!XDe?SlJP;Pz3`)0G?*NR3=ZEFd+dVx@MK|v4nAyW)
z{ghT=7cnb%Tq=$T)rKq1O?_N+`OLRu~V8Q}X@rpqEgmQ&~(!Re(UNEJ;ag|6Nu6
zAf|;5H%wbNXu96^;)+Qb(TAidrCFle1Iv*-{LOYyREXooIUV-Uvb!&KkU^wj`WC2q
zK7MMA8@$>xb^+hoi^7g2$`xLJjd-f5WEA$-x96yT{qbXQ#BR+X
zjdJV=5GLK`S*p&Ae7{Fqp@TpxKuf`u3a=v5L7(9=gzQFiG7FnjDzAnT&lIZjcmDU4
zR7_P2ZYY^#_HWEy=Gu4-j07FLh{Q|>X9qR}1^=ikB#uC6S%dPx=jRwb`{Fsz4WkeB
zCMs53&G72blPCK}*{i?g=C6;6@jafMUb4H>XJYw-Xv1y@-SYX`sxxllt}qL-p_KWY
z32)>T66eJpn?H_uK43P&8l$5jAZtlzs2TbseH)MUzM8=eh1buT;PmoKr@UEH{gHD>
z&84o&vXusDv^W`46$`d-`;g<9v@RY^!VGQ*iaR#HlirzdL`h~stxv1b#Kc6(-+g#+
z!>s;_&ZbzGJo0IvttuiS>ODzFh{wp7S`N?bWLs5!3O|nL9^E>eN(Y#@_wHia?;j_;
z5uYyqwfm(1{W|~oi#iI%=?8DF_pVS9K~DVB|M`TaolEj6|M!3X`=@#y|GC%y^LO~e
zqB9i=!~UOtsBU%fKdbt*mCQQg{D%o4Dl^E3=24k|moJFd>M50+MqOkR-tX
z2na|R6uUR!})TrXF%vteO^qc4@
z6v`^<>63C4%F;v%WwFX{%kUkG4%SWhzonMPsS3a0<@nphJNWMv=BHIHDU>xj6
zq7eoZ%AXYK$zuw3&w87$sC(E&nNwc)!?;$I}jo0WHE*|htHUILq(Jzbh?Yno1QF81Wuk9)tUYRxv`IhR5
ziHrM8Ob!UVyS3`^XJaLM`>EaKI!P)cA9g&5yij=GHgO+?VxI6Pd1SWFi!NqB3<*2sEQaBp)&?o2zMZ4ftEjW!+ZA>HWN^XG~Qn!>^pZP#rbP5JovYGRb7H8nMD
z9s3=-y1J&OdJ<}~YzG!AYrXisY7_ry(fOI=111gMf8bo@X`CeX*zb33EYE(VLR|L%
z^Nh6T*IpyV`ug|pPp)DWQNOoIz%wl^?Z}ZM)#;ZnNIg3!n~{-`AMNty8r@5kUG^Qm
zm)xwIt}a==o{5P=R8$l{EGjRTK5=_>&714X8Me60OkC~}Ik$D|R>Rs@U#8t^3cXIR
zhK7dtEj!N8En61tI5}kBc6GTzvYymvfAcw`+SsJcxwZqEVkb{V;_-3IhkI;w{CUj!
z$ERbgjz6!KrZe&=>Hlnd6Rn&Oa70+Ry{jt<7uBzgRn6BlNWC(wH`-Gty+(NCVN+An
z_kn=~W=*?eg%4Qy%pK=a0|m`AlggIheodN=l`E}Qu3@m$C{daSQ80{aqq
zsXU;#s7O{$&XeQJ(;(}fT7%K^H98vs?A$$$OgxYd^g>(ca%5-|9RqwOPAytmhQx8`e=7cXAa=A@?|6dwM#f78B;cWee)Ojd;zcx((A8L_&z
zRang|d-RF5i8ORlEf7rL5gMafo|
z`D||Gc;mivSvGM2c3)SJebI8B3~Nr>eeM<6=E}-Sg^*MCHU})HP`p;tY(paT+FPD3
zwLjUY^V6;KZv5p*7Ye<6d?KP1W0)qJ{12E^<~U8S-?GJcohG#s+fW^^ak#HBO`1xj
zdd4>oF>l_?!^+BfkL7T!-pq~%M}iX*6SoH*7EQFUwB#|*SDGAZkDJdn|8o4fsEa0F
z&P1?=9XnMqS|MpNBgn{bpD+LU_rFoavcfGp%W7C%W?pREuUCIV*>n9Le*^~zI~cYX
zduN(|xz?OCIq>GoyW3{=Tk(X15*H)Nco{PDs(
      xPK&YenxzHd_dX8=2fYPRPOB9
zxknv`oTgIP8rwScUYRs<;P&Jno_#I^8==CQWU#BLX00Oa-@kKma-Lpu|a
zt679X-I@6sMwr|EICk!o^sJ3L7g6dj*f<&}WG$f_uUN*pqJmJ9oQ>D8}Vk9I2>
ziNfoOt|c-1c5&;`S(v1ae^lpko-}R|5l!qR{hBp(I|CihSJ}=?3~m=KmG!%
zH4>fy_T5}rIRm-#IVzTulaoa?HH!Ga-9vjP({k83IGE}KTLVPn;ev=~cAo0mse9>C
zdw+(Bez1g}#9*Dd&&`Q?3cmBc!Go${Q(t`Odf3gT!
zoemLyz+0;xA0JOoPhW{J@Zod3yu23H*4}KZScDW1MEwri
z#vd@Q*S7sQ`a(me&I(85fV9+WU&Losyw$$lTiL2DZ&B9V>({Rr8$Am3@>)MRJso2|
z+ASu+iu*~s%&^VvVt-S{)Q^w{DVCjQXNLplQ~E;|QS$nToe&3Jd(MnYKtOTT<^$Dp
zv(uw}X|3H+5dkk5oZUhYi=yQt?zcD$2+z(8lfxB-P%=7Nrxk;zqW1D4HL1hl>)oAR
zUS6SyAl*ef19w&KWnku2=q!6aI#MMaqnw~gwuJ;Y9HS219BtnheX%>Imt;?ayfrJ2vn5BZVkAv5Ja{?#48}&EbnF{gJqfZmdE%&9oU8
zw|DyaX1S2d+-s!-&A6??_Uk9c&+3@Cn2!Ja`Kck*NWi@9XkSCBWU^jqB?7YmLY&i7
zS44iib$z0ag@r{We2Tl{85x;}2z2~-GyBe+JDAIqpNC5a#^cFE+VnNJ-Md#a
z(p6x{~~=b&nDa@Xd}qZgH7+a+;g$6tep9aM{WYL5D0m>RBGM
zJ_O8a8bLngTKVoGS6PUad8@-2=Vv-aM~Mw@+ji{vVcVRT&I5}Pj&TIKt}fsD=|0QhEgGwF6x>y=
z(x4`gjAZ7k7ZcfrU*F%&wCeK2+GhVaT!;YM+u%Gmd8zc-A$gcpcYV@@yU!axJmJ%d
zN3<4u%pqlA#Rb>JyCaYLCa-#W5Foa7UxQ+MiI2}`^SRuK1qe&ppuOsQelTNE2~3)E$M8aNF4Ps
zhe2zO6FI1%*T(4|#rL)Eb(*qTwQ=9c{g=wT9zTAZX*&>)quNsHxrh?hgmWq2FlH<~
z^67-zg9pk0AzL&mO?+_@&ITOeTC?WCAHMT9nKeI64tJ(rEczq={d;{x;O^Que<0qF
zO95BHPnH>2aXh9*MMV*73Xw!uTAjC5B}@irao_&^B+)Tx&QyeTRwD}nG}GJPU&!jB
zfUOxVJ3R2CMp?_-%0#U8-5SwY>>A^S^Vt($-J{hrUKTuHby3#*mALXGN^DbBR!01!
zR;IR(-Bf*L?2F7pz;VLd2%GL7;54R64n%=>kyvK$K)3
z-@cH)&OJbC?E1~PHAe%``f)@=gp|YFx7W74_1lm^P%A^JkNGcuJ=ybAu+=d+Pf^3u
zs^jBEb~ZMW5LnpS^1V@}UB}g`tCBq|EG$aWhc{a0#kG)a6a~qx{OK
z+$?Ku#p!h%XFlCnvCfU(41sCcnyrrFhD*us2SqaRX~yF49?D$lMOhp>T^}at^Sz@(
zuTC@k%toX6xJaaqp+;I;;Fw>JE|$Cs--Z1@n7NX&tYCbptN#~=#d)Pag}3#6P8LV(
zd^IQHR(YG!Bhmp3-_)d@HTLY;7F_1Tn!HU1j3e{%^3L%kuKzhWm@$yB$aV9#h2LJ(
zrZ*8VF+b$OD%SOmqklZ9*qf)ZiR0Ay?N^vH$VT#tIjOu=7faJM=J(}Y4<`g-#nF&O-sU;N>N430bP
znDsYJJ}J*OX*?ic)}nqc%~W^CF|r>=?|vKqRQZ5WC9E31@6KOVS}G+Uaki#9N?tO3
z!OmRIop7bQP2x;5#}K7WABaE^@rgx)&`7THc_c5hFFSWed3GjF^gP{#(F=80BR%)t;aj|tX;gz>uIpa%|yUPQ-{Hii`=`6CGc+@6@2*rCj4+kN-wT;n+VEE1`@b#Hw|MLYS-qfsYZZ~n1v
z;VJdVZ*$|};gMwJossc9RN%BFT6!bvDpsMHS0{EQPjJ1-BQR3
zE0Kl@xXjHQFZ4YVo~2TAZ?{U~(cgdn9Zx^!)@l~RI*k`S~M^};W^
zn7w~~jC}68bs@ymMdq;n;*UjM4#KuqyhhWndpB=nF4t1%nEQD6)$xxP_cfd6%i{D8
ze7Le@x9E4SUA+dtd?eh^GjcbTzH|#s^n=&eg_%VIp4(=SXWBORBv<=<<0})xme(2N
zxNpz9_61je81Wz?q=fSmyGCZn@I6-1x%*|8PQv6mT;@MEHxnn5<90a2v#F
zV_lKRBnTdZ9}0_&ja^)B37~#&!`|ay3A}ILzKu&D;p9Pf{8{fAXe4CB^v^B;LhSP|
ztrgk{Isvyr^|AD-#OXwLG9wUP%>_um1#ETQR
zyW8Gex4D4d{S&knaJeS(Zg~Kat#)mTCa0!w1{DhLv+yK#h&q74Vf_8~ZBziuw5Z9c
zI^6^QeeqZ3QV&^odjVJ>#;hr-s*(p%uDP{pGnd8nSIoB$78>0G|^jEi!o$?x+q6ADtaO*9&f9_KD?9fzqOhPp{8-iCwXMSFP!mANoU9HeppL7B#
zgtLy>Na6e;XlMlVqk;9VbXFQTrDnei(`O`*59CajO{tR2
zb*%(fyyrIns2@LmEH;z3w6(4KQ4ta+I^Nf)Oo)PxvggE2c4^H|`M{7O3H!Kh+ct6~
zYvc3hgRx;X;ZmECQAyyD)#lt}VCFt@L|s-^)_x#+oQ-^@`xZK-~ou|o@#8J3kSOCN-h^k-Y5v}
zkyU0t0P2F2x4k^F-Ey)(`5-f)-PP$B%X!XA3p+?Jv6`N!iyd8U#`AEwD0I_H!
zO0OJ(+y6P+V^es4!``qLcIE+*}vGC<`#y`>xA^7
z(yv&-m6(gImynRC1Uj$IadPm_xn{}}tCkwg#mo;wqsFzF#Se#BO
zNY2E=1?A=C9O_wigTZq0@`_34#d;(%L@lkYYrsqO>-UkRYp-9b!nya+qenx7gGnN_
z>uog=c5A>MW1%s!A*Z^VGLoC0f-LF=*r79Z3n;(1j|;gsC<%EzJz%bFZnEFa_<YmOthGW3?4@kQm0C>iEF2D!tCWEn|Ui+AHz
z0x$CPe@k?AkbxULe&R&?*RR3sl20Pf=ewz8T164G4s-N>_|02c^O2Rwx1kwtiMlM%
zhzHDCjAt_l*B~2mD`%>k2ZZ!{)0seJJ-`78z_kk7R;No2^XwLg?2T$B1k=UN}$rlP7PC
zJ}K@2IiwFdWp(6AESw^-HEr$UWhl9(=*7bRIsoAakfqutYx!)^TmBp
zN^xq2m7#YLE5jxx?0|?QU8WmbjSEOJtOklrDOQD$%=+IyJn{_18I1x;@H=D~j%SHD
z$Opg=HjqXGAl9377yy9T^wz)Nk`MpkZg;az3A)l#3*v
z?0SS04?KP>;@9zSg%9}5FAS2fmGFAVEeEu8enEkR=gjP^*#>PoIy%CoJl-i?iycda
zPgaaok-ffbRV8**A>d<`Tc-}vQca2-{WjV+DJ$68`BSBVU=0FI?;I7K977(hA3}4rPe0;2XaE
z*r&aA=ht
zqU=!SQm;J=#pgU>cy95H85=EJ>NU2CY`xFh8Sijh`e5eLcNr5^V&XoofBdRzr|-Nn
zVfP{HT3Sen>!N484hE>GZXE;hE405xuIZWe@sp-|ke
zV#B?`|FEXbN4j4r$oBdCuI9wCQuA8d_kU>tuJx5JD?3Ln>q=%1ca~A(winWjkr_>h`
zkIg*HTby4fW~%FvR?H>1Q<=G3^YsOu_asRJLQ&ntL`s09Zdm+ecMKRb{n@Ee`~Hkh
ze%pTau+Y$^N5dPh?zpz}En!`PM(R^-d~A01E7|D13XwdvV#h*mDXXpBW>Wr5sX$7%
zsif(uTmS2lOh@sK$-3ORFw_D*0MBbV4&GFIWo#hG0a6ZrD{Dt*Rv5}&p;mj
zX=Y}2#m?@>Bk`>jB#Qd@D1YBn7ATqk5-SJU1##koRkU;#eglY*K4{PL~_
z2~E$X*FgS$2QLR>B@EBz$w!QRzBJl)eNFMZcPFsmM9h_1mG9+rI&EfNbB2FU!M#=-Phwmdtv3z%h04@_G
z>3}aa%vz2poy?Bb)gW;>Uo$e`GJg(7zXpX9#c+>4lRzLzZ#HOBG~k~JYlIX6T(VZ1
zIuMu~tkk3drCf+`@OZZq6o)F_%fqI?f(=O*ZbR5%TGijzXR<1h{%~iU#M!e-*b>+%
zM^}Txr(72olK1!>F!3w6&*D&Z=+uL)aoCd|zX}v44d+tyU;Mt~R3ssVHM288q!1hF
z!C9*YHywk*Y^7d2l41!@LS~tqLr%`LOC=~Gz+NKIY0OtD@(C+92@jk0p1)D5PQ)@O
z5b&F|9Ptn0BuQ+5L;oQpxbv@;Iqnd@UrlQJxNajy9?>OOS*5^?La-Y}sI-N5K$C!j
z(1mO?`Bgd5Pgwp*1punU$&GuXpCi~}cLMBFElZfo1&f%erlQN
zwxwHoX-qISfT<__%5VqO6E|+ODuE5wK?QFRkKGjk@!?;#-(}7b$)*9wn*)6$S7X?3
zT5xe+QGR|{UeLR`x-=C_#`S8@Eg4CXb54K66fB9&7e(skLl&U|uRY^y4w*FY!@KrO
zTkSv^srK3~iG-=N7W=9*O3&MG%TMYk<{*F(uW|M2Rr=q4OMF%Sbngk!
zm86c>?3M`g1J|ZZHdVs}QQp4uxh=h;G&`*-wZDOo5E?5SZ@_&q}Vxiint%b$c9
zb5TjH)c9@8OkGtdbzRmb`l&6a>y)youL7?l#ppo_518izagO%>9BjxYetns%mITV}
z5m6#(7m#bw#eJ&dHkl;vYzK{&lEM$2MN7w%*dC&{fI`F_aFbyrJqQn#SU)IULRFLX
zq5yk0?a_86EC@nVNn>M{$}m3J7J%!p^he@@6jj;df_jLvQ$*#P
zq)DLXOquJ|A=h#ug)Q(`I{}=t<{my=OB6FCoqGlE7lY)QXl}s4#1%ThgJ;^0M#Guu
zu{aEV6$3vOjg;*`jDLJ*cXu?5yFRrpQuYKRw*qI%7yxQ#D8t9yf-Sw|pits_A6sfhMoaSz=K6k4QJOr;*3-V&_{ri(YQFvVL_l)yrwm`Y2
z5bH3p?Zq&c>aa;`jo=D()dfquKKebI;=I_gY=E3_SG-S0nB8M&Z^I!KSLGtj8`is
z7S9LZD-yw#e$^^Pq-RK-x6>#%egE<|&*zR12)<`EIgPRKfSwn}Lo@t~v}(Lu7`_I!
zr?u*j$~(8BCeF|+in>*jA?V&sI8!7+LMCGfu}?ROrX;gQy)yNK^eH0Uh?Bl_=Iq(p
z-p|Pb_$9E`Eqb{j*VezPu$MLT2^F22co#oV{-z?Zxp%7Bm`=^vMW-$+aopm=!)=63
zRupSYGpmEktpRTE=F@61oy*HR3idJelW5&-sY%mOd#3k|jpvZe<{GS;OuJA}SjdAA
z4VVP(sRq$0h}0@UPt>mJn?I6k)hSX=p1sF)3WIqf{1y^reJq@=<*jvg&ypZqTy@uz
z#ewVXezqNB5w=$lFsgn1r8p4uEv=ewKN5*D!o@nRriitg39w&s$AnoWSO{u~3P7sZ
zSxD6AmT^puO3LAg^iAc!&z_6kIp1Y}^ZEYyC#gV!SvjawHktQdi?71tCYgUU@-;!n
zHEdBR)uH;Q3?FRGSTTx913MV(1m#pi#hW*7=!1D_Ky
z(HDY-97<2S&6`k>48fhKx!k{V=OG(8)bLnIw1Ov*fL?@Tv^TlDWn>2XOinezlSy*g
zCt!^@e^X{L5W@#doAm3PQ56MkbC%%#DO=G6Dc((5;GjsXOWhKj`Io2JvKVtac#*Y@qfc@KB(
z*l_|Mo@)@7Mk9*YW=9iTcAK}i!HbL_imJHq_F9@l(*gBfL%$tPZ;$oNFh@U#A1?F9
z_QZz9myP8uUa9@@>0VL+2B8xNmN*(-l$32iT3HW$rxJP7@-e(C{q$)hIE^3RJZL&vDBr-1h1S=l!x)E#hpQk}1YX|m;^KmWCMfM9
zu)ZG+Xky{ZgTN)sI4k{)h&9z1iJU>6b3tWevu!GH2Y2{v=F#Pg*RNN33jo#n+
zy|zZLjsdD7L@$9$Wm{_EHO`T$3Rpa={-#4DX@Y7*2K-ycM_>67ceOJp91w3!^q2@N
z(KsQ50)(d3`um69$s>X|rw-7AjY@DQ(vlHKk-9nqU6hbiqFNSDq^ZL8Bb+}ieL^ufK;^yvN1(}NK_wxP3G%jodKh@r`{|VmGQ|RrizK0RLSHpGF>T_GE|u6o8Cr^XbD{$EG)C
zWM&$I*z!YBlsFzJyP}aalER4nc)!MXtqEaaVImCV*}GR3;0byQzz82ARa+x6k(YUX
zS1S}Js8~lK&>2F+M2pI+S)w5qinM4iZb;O*uIVysjr@X0U5H!@G#p8i7&oXtJrlmU
zzYZGnQKGuUu4Lv+d}SbD!;@GhG-1%ZbXFQAWQT)(BR7JTRzdw$4bQZBnF?}~I(W&b
z2O?9a4Gav3oB`%X0t4=fscQ;LI*T>asOokfEkoojzw|AmP^okc7P9jFJP2P#3ipAI
zLwC<`JZ|p0Ugt0D@Cpw$95;9rd4dwybyOHoZBGE!`RtTqDy}n72#c$JWpa+lZjc&~
zZ2{XpGcz*+U00*A$N;!WP`TX@7}eog#4L$n5f}^HD%aMT2b4!DV4KZezaU#jQbthT
zgm^;|@SN7GkS^}Ki%z&?OZuu`EO{!#Nm;@UZu@x!1(iij=Vig1Jh_;WmQUksu0e;<
z@k6eSf_$(FJSk{by;X0_2Y6`QoB1;$9u7F5mec3huJNT{&Br&hU$l#l<=?yet<^ki
z15cv13IHd)A(O(7@WxYZ-@l)=akVRw^#yI=EK*jSf&a%0ox&60h?tqBu;p%987Ec>tAy
zJSfq=)?BU5@<3aNqqIYeKfjDVmlhvVLf-Pz<+sE(nVD+~Eh(nAq?%}V`d`&vLK+$*
z5+IA2oS5K59U5Zq`@A$QgiLX-T9#ziI$NH@`x`65f^Ph-{o*}doO||ss?a4%qew)#
zKBUmySo&k(!C6`z;ygxEUXvgGf44d2#c5K?B7lSNUN}Y&YWDnCkO1X5z5QH4*Vghg
zEq7K5N~{VZUPV)aL7wX(B6EQicK)a&`$sv-RYGRzoeybik-3R~2cd;yO*YNQuh|k_hCnQ3#dXS~;(g
zaia39(pC>9muUF0lt)NHpg)TPXlnE*Dl2;e&no4Qe<7Ag_6pEGjPjib_x^=Sjt!|A
z<3Sr}B>Y62G6~IunY_!9
z*r$XRuF1AIR*q<%aaB(?0N&$;fCy(G1=%Fxn4Ve+9tV}^SkK3gt)cv&)+uR|N(yKW
zf-tcCseqjLPRvEEg(K(sTVlTv(3CP%0pGj2460g?|4<3XlWKyPhfMP+{4sIiTwta|
zL_};;HE9bmcd>wA$ov_+Yz$(LP2Z$RUF$xT7su(GK)mGpiSFB1$@`sTEBg9Bb}P_a
zj%&(-12d_5^1SFofyCi|t!eAKbN4QdJ}#v_-MrDo#}}_(dp>LD@Efn|ZkyM22DzCF
znlpTHBC;8@^4Ro&P^hIPg%pbT4yenJ6@KnG@Wv5sEIw9!2DcWr?fxlOYgPn*-?4$#
zgyGKe#uT%b*Q%ZbP>Fld{31pBI;3&HM55sS#aNvuUZn1Z=f``MK`0_g@6797xK_N*
zx^X!}RBwtueoSfEJ^_Ium$0ygCnsDN$*Xg>1OqofX`Rd^W00JS4?{|pRQ9Z#zAx^Gl71;&+hKH#R
zUFKP$7(p)S$8Qjf1StySS(;-%D1|6c4Go#rJkr}pNyoepl~ALRl!_sfPM!h!7Wlno
z59ik(cV4qQTji>v1k5r0^fzEie(P=pspmqeH+X1EqNEG-5*aLc{aq(lzl4GPR>azc
z_5UHg?X}C=1=sm=gyva~-u=bhk8<7M%!c$~;adOUU~}Z=T6T_o`{ZD23)T}EQbMx@
zuYFmy{gwUin~Tdn+E{UsV$naTnUha(mE-=C?dYOyi-ew9$Xveg6|!E5wW!+CR*?5e
z<9_iH{$P_P6(ai{s7Cij*AS{YNp$W5eO&QfmB{tq5=a@7>{lNq6R<
z!&HX#ez0w|}WsdX*W0eOpw~&uN%Jp|3$o})azX=#ry#MbAo0jlFoY{J31Gvms
z&8)kc#Wd_~FE3QvT;=rY8Z;W7r=R=m`}saE9l<^9dhhFhH>?c4yMR6@UUD!NAf`{h
zoXZajnQQ;^7W==g6BcO8wbH2LyYJB0pps9EMs=7iv$zkf+RCYG6W1Kpd^gMcxo;m4
zuoCk;<-ziTW49j>0Mi~87e&^gTiS2)&fA{Bneb)Fv|DN{`
zz71G*6g>5py#8j-EuAd_@nMNiwFK1Mqf|C$q}a%tgx~uhaI>M-MrW&pQK|*k88Ow9
z8%%zG>8X25=j{jGm3js0Pp8MnZ?`(`e^FiTJ5XmQJf8GmNVwIqZ2Fma=QoFz&f!@{
za>Vm$Isa-eHd;@s5>qIN0`zFRA+P#Pq@9$!jPH>?GV*$L>Mvh)E+lW^oV&)!{?)Dg
zzjC?Z6rsFQ4n96DaU-z)MCMn+M_VT)&jQz~h76Cu1H{FO
z`I+*0G~e`ykMr^J)&kd%j)^E-mYbV9Iy98FBFdQ9)%H_p)tysKjznT#oqS1}RE5B0
zSYFsidyDJl<;vTvLgvf4Tp_Qj+q(kaH9fh!d~0=4(_^JVJY$QGc`sE|RejOP8X6qD
z9gIVmgyuaGCF)Fz0@&4F+TLX|sCpztAOHKVy4}3PW4F~rLvNcpeTcTBP*kohj`@RV
zHb{3QuE0j!xAMezi$ek-+o-akMl5dLVg6X`z>A{d~N51a7d`*nW%FWpxh#Da{s
z;acV8cABa;Rh7h(PWsvURXSF(QE#n`D^rQ9(MmX=anxAsFD-zXnR>m-J@-xL7|Ztw
zI2m?NCY8&dUz8{1hCR4qZy%kQC{vlAngG5o5}E-2wB^f}_kdqk%7=$Yym{@~VqHeP
zDEpr7p;bevLTAHb;u;JiY;YUi!=F37Qw7~suTadPg^oVS>mx~63!;(5-FJQT-4BH5
zb7dODI-xNb)?pj!Z<{?#SlqKzjb+J!%g2~w@8dJp(kZbMcE)+wzx64*B9v-1A>wO>
z$4GNA3a+$;;I0$d>0>3V%7w>&fGn*=^-&QOiB%i+99@0;gr^rUGx*AAlq8rU7PKgd
z%y@r?MaFlF4Bkdfycdao)wPqj5?*5+DMCjTZRTdKNcJx{0U2)@?F_I5_ed@A2MSkp
zj)C~}u8htAc?eiGKVGo-rh^A>e!2%BC?7P6pat
z;H_9lIrNd*H@q_ON3|#(tZG&F#KH<*9mOHYo$WItW$kXFas{qSK+RDW=A+zH2Tq$<
zq{z(A6Qf;K;%9e0{;9(C-JApw6>C-
zfczn(%8hCW)6ReLG>8}xd>J=rC2SSxc!oBUjSA|pqNCKGGzhuNYkq!q$dYs!LvGZA
zmY_tT1;~?r*G`S4O>ZA6SvW=ppjRw}p5x%en>#>=24+!PHj|YZZ3CoY0trOGmesdw
zF4Jx@PwK`-94si8>p+G&t6o;*T~L$9d{?Lohsks|XQiPp`{IUMfBOxb4sUPoD5O%#
z*|V@^Xgs6d|7AVmR~7H#p~k>OwFX~#dj7FnBa_gEQ=cFB2L>j$v?T_;l+jiUCLOLw;p}^p3R9rop~?a66MEI5
zKjW8*x~bf`2^<>n!xB^~sf4q2MfWIxq&q{%I3gzj??#j>P|2i%pFH0`jHa(*(6w`O
zbM|PVbbiCLfXmaJRo-X+fwbC*R4h?aivUF@;Yo;TsvJb}(25fQ94JF37jM^ESt-ZJ%p4OMdJ=RoHz(&qOmBF0mSb??oQ?vx`K|d-U
z5-u&!;(+!)j)rK)S3c$SgmRBp(zC*VD58`9VTC)FsweBQ!YCHI>2RaGH}#!u<9G*hV?2s=gt^=
zoIiiTxpv{u%J6dSr55>n@)(ztlqGYn;%0!)BO?Izmmdki6Hum|`NA*ektr$FyUSg`
zLx5{ie?_XF9es83O`!+HtnXyTKOpgllAe(ftYIOR#ceFv{3!ay;0h-8Q>obvdDf`NjPl3vm9IEozb5v0L5BMz~KWWvxB#oN=p)#7%xe|>7z<}hp4xUBdG
z3(39JiHU!ongeoJ~B~lDPC{oqKD(2_2(|NRiwy7V+@bcsY+
z)Tkm@3=dTf&F#<(h4E@+&I~aV*)*hR0A1et6FT$U_U^DIAdC$qSK{1IR-VRxH&ELE=)8&MdZ{EBiBH5a~v^P^sImxw2T?v8&D5m1>
zFF;uHcWvw6N+>8Ouz~af_IeunU8<-UM^T8r$wMHqDHioXQunCYyX$vB
zuCoc*!<*V^^47fFxUtc|S}l#+R;lF8|4z!Fcn$4{DrX~x{pL_l(6LruSmU`b+&8@2
zAgPf>`8L5o>-M`Z9sCPF5@Z5Q*<O&7WBng8g~be}>+t+#S%PEl)8a^EFrGh_DzV^b
zl?tzJzWkTQ`Ts=z_>a@k0Hx(eYZyg^HLo7K>UQ^@EP~E20Hb(D?!2d`AUhA=;qq=y
z^Zmq}7J|r2BpP@HxgmgjceCNL7LWd;U?3gml6o15sMNdA4W{UpFcF=H%iM4v
zhH#mI=RU`>ie^krOF0vNJ_h?QfVLXaZ|cdfoktLLa7_;fQJofo7XAF7xSD9r+XS3+DCKbb*h
zCJ;A_j`)YUx$~p;G}J_)D2rWHqOh|UaexN{sL#k46(V@1RuUKk=7!8o+Lc6fc>v6c>1H4_0O5CG9zsl6|F0;%
zTu)nZQA|^e;iaOU!qfPHP7J#P3hgC%`
z2Wa~kH1z3Y(@CU;VQ8a4gNtIlrpSdJG_+)VoyAZnTKgcnYe~=V75gt?5iARzoz4)k
zw&f%yG?1PytykHOjX+}YcDdknVq#-^FNta`geawYrgfV`p4LANoK>NH-f6i7_oH0@
z1Q9@XlLCUA{|6{*AS1W@JO(uBo2Dhb5VyKBML5VWwRLp3*%UGMMJMk5<&(UA^S&zo
zo7r|`S;{&(UvwK8=;=Q;F6?⁢IbYa=Fg4JOLbb(AiL#6Z95pQQCs*RRkXqSq2OY
zisZONNZI;4L&5W?{Js$E+QenGn@{4NB9KIsK0jR7q@FvH=t$-&i~4Omq!y
z5-|3vbxP^a6yc@aRb@V1b8FyCPL9gN%^KM@y{KXU
zAQSyW@Hf$XKzc^{{O#=0iT)O{LelF|C%o=gP;QEHJZ1}2H^rG4eTQ@xKo;T2cKh86
zG5`+3G}tE@CwPr0+)i7+YtMCof5?m)X}>Y~Z}g$+H`ki3`@bQYT~TA9C@TNY!!Kqfk007Uq_e?4lau8IeLk4Hmc+5fNw)ToXqnkM#hx^;id_d`2aDh^OvVv5g
zpS^SMuowJ5n;-kXNF=T`zW*QGbRt>MKc^O>|DqP3FHnm;;ep;rNu0O-9R{01DVbO{
z$(?vMsAjMBI%cak-Q@Hqa{Wa&{HNHge+`An{zb>b7tpVyS6ImDfmO+AiahW6$78S8
zT&h<-Ur`dj>Mu*q4o5y$^a-zDiJ77oPXjxa9(7pGdymMQ?t|t#&eDpi0LcGFb-~r&
z%gdWHfm2%dly8kJ`4~$2i=;b;%~|3kH6pBA;~%r>GF~*0F4)?<)gmkUiqd1Y{2PUw
z;Tx4N(z5lo&Y-+&jo$-G6wyjmvzNPuCAI$({&~p89w=4YLziHr;4d33pM5{0ymTz!
zwA`DUiy1o@LB^6#GQS>-Uv~7Hh?;ZwnX6P7sn9BvQ?sq`1$|>d?A8l&4)P&UZ}0sq
zzOS3{_3Qa7T0d)_n+$lN>-87r6x;xmdCxX7ZE^78*!!|k4RfvYGP0UB0Yf(JQR(UR
z3rVc&=C#NM3bHcO9GCc-TzB7}IOKK7npSGcTjdt>SDE!cTy%+9`__awWSh9AFePC%
z1dx~i3iw&p3`gIGaaUQNRu<@~|M+ibO1~=7|5w$J{-a2dmX1xG|H9mmYT=_cst?;M
z`M2}2@Scb9hP6q)|9N92HuL|kWTEX8>T1Y+wJkl?QJm?&Ep-iid+@6NB08qFQ())f
z?o;wQHteL#tS?wW5xseNF@dEEclmd#h8+gh6a`_h(Vn3r*SnZ@CTYUhQD;+Qd1pbF
zLC5`p^AqN35J4+Ak!2Y0=I#3^YIt5ap=vH7?*0X?g1hb;cA9e)+;Q8mbHfhvLj`y7
z1+?NxWv&ePa(OJ{@9?V~kAWNg=$+pMHUgjX9!GO9|Lc=n-tgE>~HZVPQTVe+cc
zMgk>b^Is1=J}BrY+HRDfR0ZD*`Xe28x^O?n_x{Ge{L{oLh@NNnZZh_co%(Dy?NFx6
zB04EnqjpKFy(s5Sd9y{u#(w;|z=hB3Td#7Ikti*}7jt6Nq$hg3buKRe4(E;ZyMpMs
zczE_pGmZ=n$^rwSu83NV?&W=ybakLz2}w!cZS+mwQ3p`zrsVM{IUkW#Q!`xP49u@*
zrKEu6Cxnj)G%HWo$UF{DV~RPu&wW)Wr!9mIZCMnZImGu=`D<5~>X!*Riu3)UZ!5|U
zMok@wTTN-}Uiog%B@T6yqrCH9eV#v$!|;@iw_bo)17Ca^B(5?@Lejl}M*5OHD_5^w
zl3tY}+io;rBab21y_g0(Og@*bH2hz<}U#3sFesC@2{SY;cWx7av5
zH1z#UWvBT;=OLdPXgK(RqEi*-Opwty=-CjS{Qj8qB$;NkGm!>NEvHd$Har#c!?)jU
zlP)h=!^g|wqE{XeN2WDG$V7yZ=t1#@NCncKy=NB*J{@9hEPkLIZ`0(7!Y_s;=%c-Y
zlx*+_P@zC$T8d!}H!1dlj_X2GjhC+eI)2fsM9
z*hCKo@=oi-y*B4X2h13Mfy^yV
zHTl#Z%WvkD8lvZb%ml5H7DZ2GYoOCSYgsfd6!o(cLar`!Ez2Um-Rd%PIeV~RGihuE
zEglWp-tfn#7o=4&)IE6*kv^jzR{e6*V(sTK-ZjcoZ=^C09=Hh2;N0|pGUW69uZPcO
z|9s2f8A@8XQPopJ7a=Sm9OtD6QwD2Msw0yIY5lADgKQYA1s#I!G7fD^sH18jVkBE8
zcIuSo<${ZoLO#mpj<;0~9D~P1dz~kwl;G*nkP${^8;~`l_ZowfcVjpnn#~PSWTj0L
z#hBA(n?@5@g(8Mk&yA(!MxnW(-|0)@s+`irbyVU;BqW@Nx|v&@#-EcUi^xi`cU4Hh
zd73ajHw;=y6;cEMTY(8UU!3Nc~6)L@Np>9X@$OS^~Tpf;_u+
zoq-0vW0un7h{++bXyxL9kfU;ZxsS4%!lZ=q;u6f=AWC<9ObltzL!%dx%!@7kxFvW)
zef0j=50?rGpn;Xl79)D~ISi3B`ttTB8C1eXTKiG$u0kFjHIE5Zq)d!qGtHxwi`3uL
z#7`(|D$SeAj>2hyCs4w4DN?_)ni??}euah$mV@R;$#2odFAaS!Qp40|k=YS>6vd3t
z@jQi~!A31VGCXZL1rhAR-w5zPnQhc3cSelXx{6Yc6!J)-HaN6oiEFkOD~}`0yW#bf
zWFnRAnojy&Y3)$rb1Y+I%;J`gJ~S4Y7}2SSnJ1*fgN(I6P%9OP!NPf{Q|R>~ZEwh@
zl}Up%k@;iKdobhGlZ})gQ0TD7m%Y}dUz+})6E`8{rIrOwUcJJwn5KKe(j;jVP<|DRB1~l`?Vri}^thM0MqK7sxndF*J}2
zuRVoBOX5}&Mtt6a8u$w|u>7V?_4?4tRDcir1}ehTZZxm7r*q~xX3kyNv17+OJFr3I
zQkzfQTDceVRy{DG;X+&9)dCIMW?ieE+ER0&=U9|5TEJHhV~X^c07}|>EjvEaKgd8C
z>s^?iwh5;Z)PJrJb4esz?hLuyyM})j|!PS+@a>Y;NmA2
zmNEU@fxwT`Ecc}@k9BU}Q-o%Cziy0-wuipS8iR_uVZOB}pmWc3F4j?C)MEP1vYPa+zvLF53VTMMe?N0{nQ`d2ac>itJl
z`47$JI-Y}_kr_HDD*8{Oq}l`*BXs%ejYCGkGd>mQq!pg|`HqZ4Ma9M%j-`vwWm58{
zswxS-qz#SqD8;3asm1d9xHPnCX3V#rWZC>oR?eW-vmh^NVP
z!!6Pljv>feh;kLe<4qypntDX%Cm&pCg*oW=)+b>&1sU{3^uQ!s$%mh*K-49a6|RqN
zaY+PoGKBu)|Z76GEC%wJAI7LP0UoIijE{GJx9%H3b$QS|i)1g~gmUQ`}p|1JJ
zQ8F5X%*G~dLhwX^MEr~cL(};DQanJ*Q4@Dg86{T6A+JEb7K}M0eJ9X}jz;RKozDDwsMU#D{|h!4oQh)*guvou%RtK8B0|LtP8$0we37ZftJn2BIZmBUmhXEe~qKqW!O
z8iH$Gzj0#}bWVO3WUvt#KVOc_(iso{hG3^K@v;%=2l@L4WZoK?5{O+QB6i%MP2Jy`1!2W-EpHXv$%3Vk#0FGG~%V30)U0v6`858
zOgdSCR`*D6+=5;?JmxSoKKNZYjWDCApb!cNNq-1hvz?H)Tb@C>K_*KQ0J`nOtse+K
zw01Oz1pAt^#)Yya6W5WJ5jda(`^52gqg&a!h@cF}7Hv||81O`R^%~+o91Y0y4M?(H
z5Fr@Ozk7?_w^g``GG?riksze(L9HZj0EJIXU<$40QRGOV{fvc_fN
zI*}#7mby~wG^@}D&qm$2aU+q(1Fwb-xX_tkMgc?;rF-L1D!}(^5S>cv6rGQ%BhFbK
zcrr43)qL`4>V?A97;avS*(Ufy2lHYBE6kG-su-OUkq3`hwRdz#OwCyeqGCgYkR^P%
zUL&)Y(g2W%|H`;^573^)w&?|;9T`4PL~cN$)o3{-2bQ2`IIz;rHAoF0q{x}<*o-a~
zNl!d=cKp#79LC(^|4(0E9!+)MwSP*vyGxnMOl~1bB4jRvD1?wG844v+DU?DP3x$+u
zFqH8&Riq42(L@nK%3P5tk`Q^X-TS=j{k{ME)_T@@o+plT&gc8t)3vXCZDv?LDzkpf
zkkNO3fO*$pk_aRQ8Ku-Py$$>L18(9EP_ZKcffmq6DS5s1>do@0HAd-oA7A*fxmtz=
zNu41%B+#3bvwwl+HT`V!?__-K0U86u6(m1~Z@GhH50Iy=>F*8}6kQ`DV;ob{U4yO@
zi8UcBeXs-0oR$>0Kbn2_Vb?>YG%#%Ad#)qLg*ljkqz75-zUR@a(3UYicra60?$VMi
zX6t6w1xjYlGzYDGZCvc-_?ETo_w>MYt^4UzM8j<{^ekzI2Mx2L;Y9l=NC*YrmgtYQ
zzre&Yq5RR|f_j?jNGXYllX^X*S9-lveqdH|`$MIi(|9E*2f)rrwV!B;2rx}B57HY2
zedRftU7&7)0bvf-;;oUt+L3Mb;V2xdLxoQ0(PU!B?+HcH0Y^?P#~q5@AJJZ;>%%GS
zMeeh!)O1n6OXTjvJR?RG41OngGi&#}7}=ICHD?SN7nUb=qyP>M7nBla6C9;zU>Sqk
z;IPTEPQ%s^=Y&B^+#OTXnnH@2I5)~=^-V#&M4ZBpl=VCOD_K}r8p-40SM(n$WoKbZ
z>V5gCk_Qzf7<5E2LH$V*o)8xe9w{fFEh_VUphMyWD%^v?LStxMq8Qw-e1)t#EYQs;#XT15jmE
zf48R@_-`aGd0qLaF6I*zf9Bv$0t-kcwNt5l)XG%Hn}&3j
zrV&wI&(wdB@-Kz!0!!+d)D?>S2OJ&05(N;n#+sgRTxfb!G!ah|()c>taakOFPiK;!
zQ&eo887;@H01JBMsqtvhOc+~?wDc(tWU3#JHSdj)jtWJHdJ7*(>k$6X%Mj1#0_7T5
z>iGU1m#&EXa_Gv*c9ahE+-AF2{bg7|geB1qlH5aBz1x|9DP8pC(x^*}bmSuVeG1NX
z!c@u=1B(1Q8n|D<7>^sD^_qgmMsqU*azhV?irQ)l(_gOVo`vWxmAANn6~m#o6P|QY
zC?c=}L)!3eR~K5KB}UA%8youIU2!EzI-jah$N-R9?jPU)Z$1@|J{_)1N$!Yjz|HiG
z4BDu3ht!74#$K)^>ZY%Tc;;gzPA;qs;Ly;-bZ)XD5>W7hx&)abm~ohIzKGikU~KvF
z<)ZqO@?a#IA|aLD7`QV5tD4}Mb^FTq_)j<7B&n@_d)_(BM}H-e7$ERelee^3;;a6c
zE^Q5njN7+vGW1I9Ba8KA<1v&llSc!woW!28U_AYxa*r-t1=s}_7CSzB
z!4A-(F%)HLTTS0q^(@i~g$aJ6kJdFiAl%1>gSn!$UJG7aFW
z&!a(hJS)oof-}uR@(a96#$AzR3rPkb-OhsFqRleIpG7!1ZFsX1$wvmB9^?b)AL07p
z{A#YOXDF#OZ8{ESBsn1((4#^Fkb<+(
z$u~7Mm&Q*;6W^T(6r?mHdiAaVW)Sz;NuGWHB;)FpNLNfHqRgT4;`^&?uqY?)+}S`v
zzbKoaes&2dk&tgMJDzRdRwwC8SB@H_E|k1!$3yTFZV<^|Pms0gO{
zT|nZc=s^-9{oN7i0HF-8ZqOm^4b;W-iH=JC-T^jt4n`-)OA|gx0TmOu%6GH;4rjoS
z<})$X9-R64;V8*C+=Cc6So;+MPB`TnS@VaMwg7twTZG*=S-Y3rCKV%XHr
zo8Yog8W+Xe9z*{F^sG}c
z$rNC*ZjC78e?;TI$pQFtPN~oES8ypJe
zPzL~ummE%-n3&l3NOWJn{H>dJZI%TLr2C~+(P$OiJw+B8IziC1y%AOF*`rIx+z2SW
z5fixtDt;*Tq_?GESbf6D;WMD)uc1EC;()RYg7b9>{<*1GO@)p(*x4dQ6lG|qv|4{}81^ozoc!?n)B;zNQh2$v+!
z3svu3a1gaSd0sks>{W4`ZLx3EIG_T~H6dMBw>RHOtBEt3Cp|Y(Hgl7l6x=ic@F>8k
z5+g1MzU17V@89)0_KoJ@@zJ=)RO=8_Qt*IkcQT=v&PG5WRT4=lDS0Qa6PP9j)JV_8
z$qVB>q{{_yB!%^z!h5AkNUaw-@9}rnzWm7wOc@cn<^xoCOi>gNyPxKy06sP0TnVy1
zn&$XmtS1{ch^V^PTq`{nd${80X#Ekb`+>VX0p&U|eOdsBgtrj#xa!|3nCP5{RSiWZ
zV;ax!okK>r{h?)82NDbfk;xbKvv1e3PyhOr*b$5XXpZsq?^}P3rL+MbKxv4tVuoZ8
zPCpkc8xmFo=7VgY>=pvcL9{dI2%$eJfg<6%4~ag($SLEXheNXWXdTT|KH4+ooigTG
zeDB_+wX7Bgn2mLMdwY4H>>>kfZ8Uq|?8`|EX+)rAb3ioI#a)bqVe^1bRSon!0?8lm
zsp)aqkzZhR@fxK!SfV@!>=k|GiWB_Ai(-tstv`7KFMrb3))o&1OCW9bfW;mSVK=M!
zvEQ4&H9xrW=}4=$@p0)p5{vAmd(UnAoRON^Z=0af8sE*qw@u+ebW~*c0m)3}uc;ju9tqWy_YKCK0jmo}E5+#KVK&@EErb#hTjM$BrE%ImJ8o?ukN*5&Jg8Po6vpS0{((
zeNJ-i+VHT956Imj-8f4)*%yeg1~X97XjxGMf%T
z`id3Nr5>IpGc7Fyb;t9ns$kH?^c55ow6$q3Q;cXhQS{I*TC*k@&kc%p+~(%y(KdP9
zH#@kHEw9#(kx*B^9-+HRL0a_b=lzcFQBh~p5Yk*x|YCNPsrQUt@(`PF+aD;SJVD6_PrDro~^WRr3w1D|+
zpqI+^;^S>u4<9DLHR#8P-pS9WjbQ+0=EEa#u$vq@B#Cb`(43b(J$*t%WEvTvgpyJ`
z3IuI*NW?@)$`t27-Y1uu6#MMA;4T9XAZ{e8AW=xY1VP
zy&j(iG&s?e>dL*DW^Z9JVPW)iYiepTii<5vouHY$|G)tqtnK+HC6VbDMr-twjq9kc
z78<}tGrSy`MH=!4V@F4E3=75Ma4Eehy%|Qu^EftIyoLOZCKgbroA27yk-9HfcEWo0
za(K*4``FkK8tZXJD+E$iTD0*ZJ_%q%jHtf6%R8yqpB5Gtv@Y!V$B);;_*Q#i1Y|X?
zj_kZL{=&k--mhP`VF?3U;#bU6iC||Us?JpOr7+Vef`C>r!C4A
zc<0@3!;#jzp|qhBxY}*#%24C@g|6{|17bJ@f`v
zJM5X4iXgy@3up|Es=D35HIB~7Sw~G-ft@a2_RH{4iw7@6K5K&PIq`L(>^mPrn^K=>
z3~cSd`C))h>ISHvx9B$8+S;D~Sqf>pTV|42r*Jkb3<b0_
z1&YOT+cr5l$#DKxQH8-SwoMMVX{c5umzUezJ017r5H8IrHg+VVRSqcdQ``(-190fUIGIjVFWfrJi6NiR
z4-v#Ys6YzL#>u(r&}NzH(}^&VZs_uI2&(lj`={3{@t*ZnQT>d}OnNV%e}TBit2S=r
z!fvvR?Cg@EpU=A{qN1Y0A|tDSrbeARx46$sC0eV&OW+{pl$IfYR6;+>*vxDJp6uk*
zlxAM@c@<9YEw@eoQBvYTnAX7!V%Q=zX?bvTHTGoYW8beI8Y4W4ZUXIo-wlgPN)oRz
z&CaFdVM)NEYuBzloqRv8P*hZehFJx?tjXTJOZ8)lh2>oC)9Omx1|~GA=QE;LJq5N)0=G_DcHT}Iuf;l9uvVn%278#;sw!Fa}LR^p$uuNbSUs`~i&Bqb#=
z@ERR>z{9StqsW58Le`JDjL5sKiQ5KkyB@Us*d4A*si^Q-!*u>`tgi{F`bl5E+3&xN2yQ4BZ
zEclOWu5TqziGnXXrCLv)J?jB1%CIsLNQ@Qz+tJZcMo#XmR#73x8UFYH1qE-Zf(1*g(8P-
z#fmBiewQl=($d$jUCW2q;Y`Qe?8<<|Leaf@_jY~x5{eRrQGtQ^I;@W#A8h3WWT%4~
z@Zq@N-T%((ly7*QO=F=Q;T;QFmBAI3o6SU_cg3{HIk_T}W&vQRR%{a*1r*
zXyNx6ALHW9o9n-tC>+a9*l=Ws_d#O(-Mey!TwJUV|EoZ6=2}(^}MSPA@fJPGQ)&=XPR-&~Nf+j%^AT-z9
zEuZ@O7GdL{bDzn-Vzbts7WazXi)(>??yz)_Turnf1sBh#JniwBn&c67F=6-H&
zZm+=>b~p;o^P7CP3}a&9qNu*t;_>nEAf$6f*OcaU4lCwk*~(c^Tf&^puj2b$+9npE
z+vA#AAJDc#IBuJm|71tH8)-?(vl6X#A
z4r_Q1ya0B3uF0Mk#0m`JjX%
zGoq-_*IuS-k-H}x-x%JM6e@s8x$?Y)p0AOSft%)jZ+u$&Sm>?)^Q!3#$C?6?<
zSr%^g;My;oIeS+_WmN$m_AlHlF9bi}XvNTUZt06#m4j2agJ;Gab3l>*{Pk;HUteVi
zwY8;%h>y7-k^=QV%n`goNN8D(#ag~CFTRHZ=!Gd(zI?eD=|XoQV2PC26V}fiFpA)i
z)O1J|T_Lt;rL7NMWvSgP{y6pF;4mtd0Azjk7-DhVv}vNVCr<8U638BpU%gra*)nBp
zU0@B?nukyce6$nF6reCML2)UmdBD!W;cQUQ0v;A-B;8@lf(%m^BTp>=R*EbWESn_&
z1~sg#`0$T*@_bbv=TEVknwYR>6chT8n)jHQEl1*Q
zDU)#ZDm}~RwY4h_9^H^y9|nE!C4fk@3=Nk~{~Wo1{uK-VMix}toa=f{ojPTA;6N~7
zd3%5*eJus6phPQ+25&~wq1ffuR6RXBFpa(vIlj(#FtTkFl|gys(~AL-E~xY2E-Wt>
zLcMtw)RDg8Rp}ei<(kVqEjRVk)7x7yT;A0v**IS68?Vco-i0wXd5Wzyaqet@ViFW4
z8*cs%LgyWw1R<5{%aAmBczHcV^F|gZA|uj&uIZ2hit_?Q7=s&Xycm3XlATw6j$Wav
z%Fpn?X3@rX@6HWuOK%9D(nO2b0~j8Aavk(w=ty7tk9DsT5t)xaZIx40`$cH^@*r3!
zk|W(~cV{LcPirkTiEwrX<#sX?eJwa5}f+Rm({Kh4^h!o4L8T
zDBj3^na8(1NiQY{dUK58)={~&YnL?V?b`~ZqspZOe+hlEFxku;#j3DHhYGE3Nfs5c
zi@jOxrobgP(b3H-c`~V`t!)+3B%GY~ks}+BuSFsSx2-(0u=vCeN$_Qsc7E1gj}!#3
zYv|Rhym(ZsNuSa<*)>z^D;gR&8QMXYXH-(_7sYK`$j{F&u*r`H1?dOogn~I)5sv<2
z+ir7M<#3_kH1!U*sWP+>K-nwlvX@CoC9X|;Q3hD$vo{^i&
zbzw*1#-+%)fff#56AlPJlXv79%Ur_~&L8HfU7wAC9Y?mbcFg)VRS=O(8>6z$+
za16H|;=K4=HLHM90ML-|FmYtjT(!;O?Ur^$nDS`ObSTzHe;}SCK&h>3~H{a)_8ZCyW4t&C@t+_Tp$X
zh(ZwH3GZ=z#cT@L`r@@~5yizyD6Fa0(jHE3hEdhIK&=Z{u8uqJLkA?evrJAyzC
zBM$q54SKXLxD+FWJe&NK$eB}ov@Eb+2#wyeo52C;E<|Ha8#l6ZaFC_KYw)1T73WPi
zJCzsyQXggJI+Uv0W+<%t-u}%c7FaP*4EY}
zU~Zgg=5g#;74m9XGzBQn1%~$w%X`0pqa=cj=8flCid^{_w&0R}gF;nY+zLbzsJXCW
zBPrkoCK_#HMi4|;PPkQXX>GkqRP?E6!dD}N5_Tb>C{WA5i4K1T*fAdsOcntpHi+0(
z1HT(Z;CFy?vIP3-a~-uB(yMRSUH)NAwf6-oH6#>O;1uP<<547V-DFh#z9b}s8O>)~
z&`fz$yd+4WUPOYjdTc1^#6rq>b;S}pCFAf?onyxo5I5<7!JI%Ugo58}x$NaUcg&6z
z7Z=CxN!M^N)78*mpwqRC@$LKfv!S7XMF}X+Px7o^?H_XO@~SuMwYF^eN1p?cWswNS
zv7Z700=96p{SHKHi3%3@)h8(V3m|6!i$DK{SII-T9B@BZPuPqgA{SczRlps-LAC*Q}vB
zzNz6)XgK`Xti)6;w9HWTwY=f(2j&^Rh?KBuc3$4UgS7(Dr8^Tw79k=o&J1zuj;`L`
z1xd1ZHo$Q~BU6fa7M0c2%>J_j`w(Lzu_>Jm0vHRwW7s<-HcW*hS3LnFy
zo_>K=SyD>Md^kk_t{na&A3uIH{MzxnC+PZhL3EcdUcLHvQbECEU}^a$ejEaO`23kF
z?I6&#S3*v-+X}UrhqpIvJ;$c*Wsp&q9cJN^U-a(XyBwR;`{&Z+d028b?(DoII3aV;
z>V8hYVOrbXzrg>g1eU)Nnf`0hxMKgg-<0RUu`Z~PkMjXtrrW*9DyJIV&+~(WhhdWU
z6ShgEZ-CYaE6x%GH+EER^$22zTk^XUZ*#nA_OrDWMjhpWrcvxsRLa%pAjyE+0XITy
zg6=Xy#n!-g&)9P;=r0OvJ}rR6w*rfdOe`#z;rd|?NvO=lYi)T-Zu&5tSNG`sFpOc&
z_M*OhcssCH&%&WN;J;JaxE%)DV@u{<^ghqVGke&FmuF$Yh5jhTrpBfw&D*ASz_we;PAY<3e;!zo&&iXixw%F`
zqpxBWQAB#7p=_|oTyh0~mV9ssC~7a2(vM+7xCJ5xMHHP|Qy=x=*s)57jh(%|TN!`Z
zWMr}PwfOs7xgBal>3Fz=c!1N*E+`m@d4mWcbv|@<>zw61JUs*9b<&pw%S9CCJ5a!3V%=E#Wg8OFig^s~WzVrXcqKVPB&
z$a(VDF9+~aGIDZ);Vr`!A?QM#HpTNit|vBZMB&&#b-q!7LN{R)T5|6^6<#4D7HjD5v;pop7oG2zl>uxDh16^{$k1d9P5h8m^2n5<-CfIb}^6LSU}u&~C*pS{I+9DY_q$LSn!TM8Ud
z_@`ka%9h
z_XrmpnFvRr2!JGGd?YmTS$H>Sm)hi5q(Xm5TPwp%a>2rd$yr&8QNyQnG1V!xT4Gs+zpsxlv4sQ9$+qW^#HcV)kW;dmr{|qciXZ9sz
zOpWCe9RI}
z)FJZn^1|!avx28e2nX;B@FRGxfV-Yt@0^b}F9mk)1KNPckFVx1Okvp2-+%vYEU~=%
z#0(msZoY0O%GyQG+=3eeP*Mqa&J%6B8H5Tr$WT;z1fm(l%LL{foiKKBcGiHe1?edW
z7X0MN6DD%&FhMcX@bE<_hq^~HuWkE)VoXU@^+{_hFL)zZ%4S%yP0a26P^rR^@K`8*
zTil#;7m@q)Qw?oyg3$nw`EIIwFK86x#43QxQ2g+rJ%A{N+sA2N=ng3P|5k%!v`&|k
zP!ey+&#dh1QS`F90N|tQeu{%ck?e`avy^oa3)UNh&CL{$7_AE)1(mTgULGDA2+Poz
zUZ-;LMRT4&_xfh1iDEFod^do?p{O;r(i=2mL_L3Q1WTxQ
z4-%s~I52D7jfEDB70$a29%Rm?X=G_7YXB?k93Ea4x2?*7_oOXsr67>TUCw1JMim75
zU?uJxeuoMn#L2FKf%71i_5C;@pnPNjK-lgR02X8v6}Q6W0!7zJH}(B)m0GWH+caEy
z|Cqu+clQ}YWIs$sF!;FZk-R^p=!P;M5C|nMP*D;&lHIS+TI!NwP~M99ELoF=qp13P
zdLk9Sp@(k|QiA1uH$hrG5FwyECN%pvqR=006so(RqZEihMj!&J7L>{3*ues|dsB%_HYhC9Op69)oS5grz{e=_Sv3>Cq4-Vc^8uzHW9HN5i9Z0MsNe`VJF
zZgG~PtLdoqi!ZKDPJf{UxUnPuc=)RP7N%#_)z$koeX|#Zv^8C^i}~<0#>P461(~W_}$tF+8;iCtP))-EX;s2#Dt89
zK)bX2l>AYg4uuMhIZg4u$Lg0+b?O8=p73
zfI6M;_E7~5^L9P*|SFg+<%i@yF#%BkQwZ5_KuYt9A^-?gi(}fIH;>7$(9uy
z1id$np$N6>P$1nRqM{4PDJ#|3)DJ)E$Zz;$m0jFnw
z>=F?<2dHzf0`?-Uh@2Wx2p#2T;S-WM-m-7w<%+F3rvC|%C?
zUnIIP#e-G<RInmM4wX9c^YHZsVufw!x>a~-L-SiR7>4y(hO0h~g|NedV=xI)V
z{_~(%@S{7|{Wv{hRu@6<+t}D+^dzIu$pg4pffO5dqjYLo9`p|e;yl
z9xyc#S6m+U1NDV2yAHRP@wIjw)|ES8($D
z&T!?pc=gi%oIt9XBp@fIGMfuoS(4E&8$Lh}CXhZAG&=}9id72M`bX=V0^d^HOW8Gvn-=rwS#y*9mnwBsCb
zbKsxY0CuLX&bU4&bf-VhuZ}zS?{D?+kf8-zqN`W;U;-}$!Hhsm)Qk4`TMRdwJj{v3
zZ#ty{GNjnKa>YmG>S}787?${bzqI8NcXsW*H_dVmkMcsr;^Mz>MqKS)DpifF!(2~q
z5xRH5=-yIBaiYw|pcj{s-wZ`Z6-X9Apix&;R?b5UgyAMFIy*ZX9UmWt-WNN#e_K#6
zVe#a7Fc1+`=b@F}*Obj2koZFk$&hwK$may34Q=md^OVc^U$&I3c6Z($vjAH!YZ4V%
z(HYl0bxIxMK@uuUUV&xxKLxw?>il=|f=s;&yZu$UWU7aAKoCZvGJ_q5JXjDC_IN%6
zA#Ts3(}F;)88T=q4Yu89MHYaZ&Ihy{J6G4GXDfwse*m23Lz(jgHDY~T9Rt1&-jJ#x
znw_f(xms#+0QVXl-1{dEYkPMX7Avn_oo;=cXaAsGHNPdfr);3Q{~*OcEQtq8zoiu3
zsS>7!WCTL&AuO7}e8BEu6k0`sXf$6Y@(fL&un7o6ynkYC0Z0XeC&Zr?+e$05^G(`#UNBGEG(=|SNa=IMa#;q4QAcg
z0W}{vGLjsTxMFWiNt%ZL9Bge6iL)#pM(~0S5ar}nYXb(itkjtgSvc>lW;aDZLa(03
zVX&M}^|%zAzl?jk8kK`6W>1s}fpxW&s+W-tRv=>V6*Or9pRJS*=nAWJRsxW
zfbZC$GV;NiiUNca)HT%TgbQ5YaW|<1qz?=PQxhlF>`7X${mWVxgKxSk99X4+O0=}L
zcEN)aO5~-oH@nd8|EA3RT@eMFg%C;xyF^V~hFEzVA_{(WLR|@s*eyV%wDtUV0$Bex
zI;sh<5Z7!{Rp1|of7KrzAL7IE)j&|c02P0{GpdCzgRTqEui-h(4b{V$)Q()U=5Jik
za#zWM!$7Btk9=B8rWaMce~|Uus(ifHtaR8Sxay6*1~x(Onwo&0EGOg!^i6cU4veWe
z40bsJ4nayBmQiCJxx{dwMW$Lv>e{xNmM5W#|NR$w^M9xH`;Up3WjER5kS4)lkim$c
z^}B4_2=!~!ZGb24_$9;R@MzVaFZyIn5U%C>rM_Cbfj8h30c-B`;@XdYh!izqlA
z`R8-eFXG3RCI4*{|9R=Zdwc%)kN>>-T`r)x|GW?{aA`)N{GS)%1%)nuuHyf^(|d(>
j`jr3sDgM82J2A(&@cDT2*R~yhMC$Z)jI?vLY|s1`#gFBu

diff --git a/images/julia_zoom_5x_best.png b/images/julia_zoom_5x_best.png
index 69bb281bff7cff5cc8d2d1952c0f33b5dcc6ab48..6ef36093534cc4b41f922db638ab34779483d13f 100644
GIT binary patch
literal 49000
zcmeFZbySsWzb-tjW$Us96qbr8AfTj38OxX=pmd`W(jeX7GFS#8lTtu12_f@Ex-rCVKp}*8DtGb_4!6Y|#1>UvD(MqGV2?Y`;bRU-dyOOpikO
zjY9qXoUBd2V5_aFSNGEL*vuCH-xB^*{PVD1hy0WIoU?v9cGpVy_QWTQTbvl`sw!GH
z;nhR)yOo(1Li0;f^kKYqg-xNj#hlCfqwLzE7~A{(w|NF21#bc0nu%qMSeQy8K
zCyyVehuEIKa6vBQ>K^};pFeG0mFkrG3yk>ma6Wtaa=$m1hWe{luTmFPO$}Q!EXga}
z+&KEAjU(@^Szm0(KQP*ve^l*BZK#C57Qa8A^>7P~a~;J+Xxpm26pHn)o<*{Q<}a_Y
z43rOf`S^sc+r0Nj`|?t1R#ukrK>F}nokYR*Ae~ab*6E4%;rh(DrW7Og#PlD|M-PfQ
zWqs92tc%qc8T}bF7RVX#Xe&eiTUW-am!~u>`l>=`oa^x}PYkI0ux5;-ZhwB#lx*PZ
z;OO|&aoD&uBU~v_Cu4p%6JHs)(eYeTS68>2ZoFeMU^~qG_U&8x)246K>_0!*v%GNo
zYQ@k7KXv;dJ~u`YrE{!
zREW9i#Dw?Wo{1m@4@RTd3LepKOpg+>!!J|j|gAMUV)d~)lp4{R(WZmvK
zW3*k{Tj}T*$VcNfDB-cyIB1TE8jNI`)?>``>hQ+_bf^
zIez-IVr6AzQ>sZ&zIl+4wdDKD?($RpwcUMv;R)I$5t@b1l{2lP)!GeaT$_^gJkMAS
z9v2f6o1LE@@VLxa>2c&TGc|Wt{a*y5y&$1wHAfzzgEot&ID
zZP*akT;2EW^V0~W#86c=wF$=nPO(^fhi-^>IxN#&}B{fEI_$l+$V55xv%&^?mt5@&UZ=_I`
zwzH#brrkf?lpAq;@oCk}RJ}(1aBF65maVyEU)4n=C8euWYUR(d@5#okXQJ_mEA00<
zPLv8@H|STsd)OL(_j^I(>*kYNI27Z~&d-b}V1Y&tF$fsTW?BtdbbeZAIn*SF39Tx7
zEtG89dHyI1i+-sepMFE!+hpfUmmVo6>Arm}WF3La*mZeaw&<^6J<81dnrCvW#=r-
z86+DvRyECxcbD{6g*+wSz*t{coSTvfmkycCU0#%0o~zHD%-=4iyR8{f4k@h5&P*6(jiv`95qfTrx=FUYdE(Ki>{%#tlm$d
zgsxT
zwBwwCy|gs#7Wbk+Dq&?7O`c$dA4T2qsq4>k5`niS5|2
zqo7=DdC>GLW|#cz8KX$k$u0SRy1NVDZSO8G&g`4Zs#pK6Vv?s)ks@3+Df=okSM>V-Sl9%4~L5W%y4U6VS<^NSrWFOH>=F0
z*z9RPiDmuT2)!Q_Z;OkH?xvj&m5Y?O>izTib06k)YuD=5e7M11h}!yFU%vpy-a7QU
zk6H)_&t&vCpeDe1%9-QC?+D$p*AYSm`*eXGBm
zgifLohSs}CDgabW=@~_{VD1?Rr>eeAGE&L^D)T~vYY&|HMa6Lwk3bA
zfNsUvjT<-iSH5@k;nIi+mkHCKo9yFv6c!dvvgniMGi%eHOL$p|tqG8)h9|IlbCk69wam(EqsrjimhmADGH
z;u*R$r6Jv6HsRg7cS(1@Uus1w@2?JXU%h5ccTW#X{>j}83@Sg|S~$+#^C*8*w--fL
z0R!pv`gJt6n=0;zzp(tZ(6PSdKOPMzHSutBZ>nt{-)iZzR6jm7m28k0#lrTZp}WNQ
zU|{5NQWZHga#}K0_uJu>8K{(Aetx8~g`+?VSOzYf=PGfGZ^`AkQ+6dI!`8{^oLiAr
z)#s=CqI0)1@Lxk|lu=a;z`_rqC_gj5uYi#2K3i)JE?#K3aa?BirYbTTp3hU{&De$&d$zskKO`~
zH6LtF(yQhu%{FNlr7A4nb;?FnO1WabZvFa_)>e`B!h!Me@tRZ<4WqU!rClu7;+pM?
z-=U<@f`PwW3ps{-oN6N#e8a-Rs;a7@A|G$+A32e;ykt+6u8oizdT!JZcMeEO&W)Zg
z$#LFFE>>Obdx2XuR)<2@1oN?DLaKXGffcCI*>+RRR6hNh7ePTm(lRoZn4`l%h4u9c
z+eLrAX>*)W+j`*i^*iN(wR2Mg(S;oCp*HXL*wrUKD=97IFq8QF7L$oCB^hw~ZA*))
zYwRiPVzMY*gk(KgB$%lq*)xF>^MJm|He=sZ{F)Q)%}?E`Tw0vxGwb?txD*93235)c
zRc4#QqpeJ$szFY3;RGWrFZ7DdmQ}yIxS8BLI;C=sLwaevc8L$`(W4jf(NkmE%&e^y
z$QD9_(f#`J6#t_0;**HaDRKQvqwzW>4k-f@@*H~aaro}Y`L=*_p6#%4KaUB
z%naElEiElcT17k8{ql=GFp(LcGj7E@Fi<_1etNhyGA-@2f68Bf{T{86t4?;WNCJx3
zRIKx&II2)}#oG(s-rm{*_3@g8hSPS%Tv|y{a~W3d;Vv!|%rc6@o^Yp
zUu1TxWmwz*I^%VmvslE(dGhC<6`lF6Q=j)~d@%1VQ%=yLdi2r6x)#Q5Mxk?!)zS1g0=B(9!8Fx-MnePSoT$+5>fqt7Tfr;qPPss%X`8Y48QB
z_T#7Zs+f-+J7$1AMD`iVSY&mW6#Jn==k{@_*9xkBe9_7s@
zA9Z~D_U%JW$>JK0Q{G$hD?Ft{!`rg$o1f9~>b`h>K=7SFyMv5ne~kxoZMe+k>QISl
zg4V#(*iM~_uiY`DRdHTp-+!nip31)$_=RMsvK1K`7o&=F9pD0i9@c+!(+&ty$a
z;|MMzU@!mCRy&NBT%wKyRT}GBHuM@DpHY*nH@kw*t^Md^&!Rt{Jv(8sc=`E(
zQ&@9u*fPyYu_~!$1WDm?07b3t`1`h|rcuFQTXyr0_T1bZyLW4)rKi(@C7zs{88N|3
z6?Uehs6PX3qQ?Rz0IhRm#6);BZ%qMaL$h9hm9+?$wCd%3wxF@*>AMzB3>tlFrnNwX
zT%^v=pFj6wGhKSPY0op~h3`xScY+*s>YeMNlnB&hbozPAbppfKdeXnN;29l{vCXhS
z>?uCJT3yhr&hOtf$?JiUPXbAJjWmE=?*~@Ty^&(5l;7Ig`av=NU1fwE`}gE}b)M&p
zBKku!K+X)H@jMao(fT&FwshFqvDW3b9C0D=b}Ovv$>$@pn_ilFnQKr8@aEa
zeibE8jwS#2w@28D9a5NUjOI;yq}3c{A@JTvab#zuNUvtTya55IA7agmj0P#48o)9~!s7DAQp-McqF
zJuMIHkz(AcUq6BlQup0mECv&1KVVO{MLVbn5%-;}Q!(+jU_JZzm9TBXANTK1edQ_lvS39`xv?QG
z;A`H!HB$u)CLf%am;Cq)d{BUD0AU!MGOw$v2Qu3IIK-izrHC3;i`$9uJSG(ZP*i6^
zOHjcNAxQ^T#z85<**3C0D9u^auk9@zD;
zK|8u#xWnwY+1G^b^
zY87SnrGQBwZuuR?h>&+6KN+g;T8K6aeTw(Ge+P18QBY98G&VH#bauW)RaJ$KFgKLi
zzUhEHKAcKEJC$%mg5uFB)N&jen;3WRX5P2Ym!VE3*U8a;^eU~`ha(bKIGS7x07c1q)hwUb$vYYCxGCrX_Rl6PtlHMr#y^C%O=HGFMehGpue}bWwqw!0WgSupnB}oh#f~Rbv2uyjbN*`a|CTC7j${2h<(XuKNwHr
zT$8$LmCvrR$w^r&s}wcDKc{{U?N`~4ZX%1xvK;$%FyKrUSRVpXl!Y5lq=
zTk&4Yy{N-kI$vMjsM4lb?-muvEA33YFP1;{y^znm?b>YZglB5djNAH_RXLC6FAcdS
zarJQrF9fj{(q#1Ug?gofU(Zndk{uC258%G0ZRwU$bw$Ywuu=n&R=
z%!I=H;DVf}KvnIi!d$Mi`?pwEiI&$_0L7Bf`Cp4Uw}mdcGC93qzWDp^T|)ea51&^_
zG4!~#-%1mc5j{FO>L0<%#U-`omo3-9vk5;3I_MAWS(!*mn$lWD$u6Qe85_qC1ZSXv
zQST{x9f|GA2KB9~Ryz_cunL9VupsdC-Sh17QE@3`Loqoo#AjIa9TpHs^^fS&Sf2CU
zxpU|4efz?2H$Pco(ev=9qi1Zx+g*AsY4IRSZ!6zlCMzMMH_)Efq)qsssDmOfN%AxU
zpT1X5c~C609%bJ>Vsk&<6MYR>CkZJxWQ@*B~(s&4Oo@
zf2`Z=1wkppa-e^rTucGPFxnBl691K+PHc<zp67AT4
zL=~+|XV$}C+^?=ZdHy`*7ezfiJ^XuaX@11p&rhGnwMa`ErEQtNynCjvIxJY6GJN_U
z>mW@q`S9kpustp!q5^52FP{wvNUS!l#J;b2b8Zc4`6~%sOi=&SGP
zKc!r+D)wU4ocYOzF>s+>aCx{h5ySG()z#O6j?z&PC}O`Mo{Z12bNG>_k}Vm!T72*a
zk*i!Ht%h5|K_}wR?8a}H9$u?>{4Oe^mZu1L1?2@7|K0T~|8kMhT({TQKPu{kwvNtT
zn*%G~?6|Zc&a~OEHD0bawky~5YmUhL(qH;3KgxUkgt9r+EiyJT>wflx$ndMq*<xg(AYj|KUZF;Kb$`4zp%dUk@$;0fE`MIUfr;XI2ch3|c2z
zPZ;z^ZwtYP+)fKN5-(4lqf)8*K#^46mFqhTu2nQuMmed@oM@A~B!7wOOXJFwcA`HZ
z^3&(SiNx6gjSU&#JkUtze9FFW*~TdR0ZoYQ%o$~@v(nU{BCWYyk!*?%4q3l!r4LRw
z@5PUrhSMN$EUkRBCrqpM2GoHIdwX~vDmRs~^&VsEGaJ+jESD_^e0E#qkPi2&O{#Zg
zfsJnqN>LLZ2+uwgk?`ZKj8V&!jZsY(ON=^S6x#y`CGR*lc_ZYi_fppra^;SZdz8(R
z<&n>PvlhqOx8yLZRfXJsZGuJk`AiTG_m=z~vDjXqVC;Oc#NhKKu{|Id*h33NwdCb_
z?S*bZDyutW0Y`s>RF0qgfD*)C$f=(70d1|gwpI>8b*f;B-IPAyHkC}TiSd<1h~
z$jog50ebZzGi}4qvzGZNf?j5GxqH>n1UCmEh-1LKF8ur
z?y{Vuq~zO}mDN4`dsN=);gfO^vX$$Z9NsXB*nKc*&mr<{_qT6{sr1}he-fC}(4gqQ
zm;j``hk+pyLr*k!ECU5)Wxr6#*H}aHtbBZO+QnY+)9u8uu=w$2a?%3r{gS)r+z0gS
zDUb-1I(e?#g#-zSbwi65L-FtkAgN12Dv^c!M4)IsmU3$ptwu|?6PxmmNnIZN0ZBYczB=|xk*b)N1aoK
zu1VZEi9lf`(p#TDc6V1mSwYu|x%hN1fm3#0cV5q#s#BpqW1;KOPwE#WBKKccOEP1b
z5V>cbfO@rde9}np5I=mOQyv)YyfhKSrje5cl~AkN1T>5m40K%1l0}Po!~?{gOgGVZ
zC#Vm?#2f_NTl>_h(x4K?ee@H}mm_{-;5V!wwo#N44*{kBPIrcV6we@J@#8xAexSoR
zm8zg%*=h{DR|iIF*o0+5yca+db*z>orFGa~;&L&nN@$M!nmT0xtSH!yKRaFdJH45+
z7sgA70cSr%07*yeAA1yCJi#%GAsJaXqaJXmWyo%2;IF}LYV-Ri-~PO*)v{iVe-Zi<
zM9WZ2j%())Ny+Duug`>FBN6KlLOv{r};kM@?=Uw{1(=SdVS$4KWb{;K0@N
zf%MEw1JuRO%0i^Vp5DCrM8~$hd-sOIvXuh-$Da3rgK1LV3jq+H%QB5M;~}KZhnx3x
zjf}*C_fZut?7nlWQCIZ%@h_cs#WO>u4Q6L&83RFT5J+@LP4Q^wYyrn
z+2^^;qq;(t{a!5BUcMMf-_-PU1#1m!37_B4@)6rExTZ#yh*YSdc0WN(I%bml>?7$Rx3=tRg!#Q-Bp47os$Q|oLV}^z>XRx=Og1)6`)d@
z{5(VQ4S5TsAp%8Jq97EEL0;=rxZ%6(ojSE`|A_@26fkH
zlij`=dm~_hw+c?l&tQzJ13`OiWPF
zRGL#wmSq_23Adu$x!|&{tpw#IljOdi63N?WV;TJBUJBBSt>N7~=gQ*kB3&mH3Eg(S&Ox>DRJRX)sPi
zmwsxBK&K%jtIf9eAfH~$fw?
zHm4X7JJ^2!Vw5~;n|DA!6c8UPEFOpsPll4zf2K&wxO*Uzh2
zumwhCLB@?G?B1cA#`rYVWzjz$KdywnwFgYWemMOyKFxKY8?taDuTfO;@h`x
z#^NjR@;YrpT*oAL`5hmNjobEEs}bwXtxkf)lW<9b+=7w@4U=w9o>YPA^43m!g%=Lf$m>_?f{+E@QB??
zHq7u^mLs{{jCm4G3EEFFoNu=86uaK~$Z}#Rb)Z+Rzdk;Q-=uBObmSedY+tMG2-}fJ
z8~)X~2N$l+>X}Y<w-wZs{kQK$ve_z
zy5mnh_w3v$O-QqYRX}}?+q~DwGxu`y7azv2-Yi)HXW;((_07UDJ%-TEH^h>AqokE$
zLTfg-u6#jhKfmGcfBY}b2(7$HSdVhmI?B4DvNCyNV`D-c(5DbH@v@+MxR;)u&9f*N
zg5d6m<&XE*BjO-;@$zK@IOVD7XIk{25)wTRjtY%4sE>gE;0R)z`3tPI5uZ4qQIRg7C6~)VXROeqLNw=K|bJ-pUrY|dGb$Q
z%~&bVXLrOu7P|h4P$Wn#Fr?H_nauVBPQWfF6)JNYT^i*@8LmI1HR;!9EO}AcfERaX
zJOZOOfOr=Hd6(dBsPfrk1q^6a?Bi2k{RN~D-%_}Fb47RGx$_+W7#p00s@lu5n2>Eu
zqEXNckla#nhFTCc5d~L*gf*bqWo2h~4-G|=q!lWJ#s2f8u0pS0zwJPUze!Fw)b}qX
zCE|c$NR8b9XJlq2`a%Fn=`g!7iM9327%25;rQ{5hLj`)MSq!%bX6AtKl57p$K-8R-O(rJvsku<7dV4nZ$ytR)zt
zqwLeB6K@`rz7|qYh*7-(Z&DUhxq4nbcexfaIw~Uz>&cVXF~Xjysi}~jKc}L$+eH?b?C$dKKQj9b7ZsJ7ovROwekgRfy=Ik3vsO
zX$azTi*N06Sz}
z2KvH+cQOVyu5gk-WP8{)&n#1??i_$_T}R0>;L{I{Fv(A
zAm^0;#N?04b!9wo{fwHDsP4k!f0AZtF#qAkd&0{P*G`rRjeHkkhjv+6&MQb9xwLT#bZ
z6DX%Sd`}pbV*jw&Pm<6n0itDyC8&kO>>=C=(Ntzn>;tUgMV2
z5<#M^O^o~Y-I)=65e(Z{|Jz@W>u%P3!>+4>5z1@Wa1z_Bv}tKDu^f7{j@1O2sWhI^
z4Tr9OLZyUA4Nl`xK<j;=ra;R_17d72_piCteM#Vb*H4#C$^{XBnS$P(8$d}!qUhn2p|pc
zV6xMdsVRDc{cN}Io?m}`0}S3+OH35FJ7*juj)sGR`H4Dal=de9`b0oPA{kk3p5+mh
z-|v+A9i`eKK4AEXy<`eovp(jR%Oh+0`XdC2rX5XZ$F;GQt^i1pg)gxT#qI}ayZLDn
zx25zJZUSFR)-Kr#z%|e&Sr1i91~x0{XIN*=!Zgch{5^mYCwJw_pZRazV9+l{^bz7u
z8VO0XAoD;7Js>=rhDQ70(j#hW@qF;7v!=TORs%>a4nqt0OR$bD!`(2c|i8pxk$^)IW@IN&MiA;oqE_1dFAi9c)GrcK4xZRn6}pxf<~67IredwR72Pzg?H36rd`
zM+C#8V(M1~Q~h}LXz;G#7k(2{?pK67JJ2(D``i?i3kI(d6?i61dx)a
z#igWtnMr8}YWkA8?XtZ?>kp?hn_8HQYNz^_v$_xtYzAI>kEjaLqk9$e|H0P*(%E7C
zBM@8TIMW&?>NtlC)^*@X3@tV?|H%DsPGSVDnKFWqd&OZ_Q)#UNrLBKz%XxP1_zTIY
z&B}{ff>!9lt^j9Z>cM`fbA+aV8%rFM45&acuSI`ZQS1;sdYel(hMt=0B&4aYA3>y@
zjk{QMq4@I89~7juUmAEAu114qeA{|(uH%QDK!&q`@;x2F!1l$mk>o*G{kXiPTqP=g
zGU7c%)P+-??2k0e+=?X7+Z0#yO=l$R2=E!=VuM=^;)I{Sf}jO>%Z6$T-Np_Q>=bAa
zdDptFL$N^`Y&kPLWafL%xvcYwL%5z0bHvWJF?D9tC9fhNL3{tBe3MNr2yer$k3e(Z
zoi-i@a~`wqN4^7a(0q`qKlN92c$C*k=fKk1Lq`{mXrx^3!uZpvG!(1+yuYM#nMKCG
z9I-0QS)6Y6k0=};vYUNfJ^rN$<_O|T@QU)%54MKkdIQM1L(JnC<$Dnfjp9pnwG8gQ
zPVV=5aqs2u!MTFv{AEry(|X
ziF6WB5jBivDuY4eKtD3Z6;L?$?BD+Zk?-ay1{nIdG4SQzTn{Pzt$5hwE1P@<`DLa`
ziOvS+d*3J7AM_WKMUmW@kAFwFu4InI#KhFi+bpsSqjH#~Q3=6!5n5w^bCu*xH0TVo
z?k7aZMYzj**!?86ie)UW;WQiKG~2xo
zg#9X4&d+aK%NG%s)P)K_(qQ40o@J~DeZX-5#IGKs)$QK7^DwyPsx`kH2YkXVlZS7W?6hb{EXIFu0MX?I
zb7HRpc+Qr!LP3SU`#~XA9hyWXB=#wsH3&z9oc`49-{1CQvS|RdB&2K9l6C`iq!y^o
z`^Aelq>v+-wJldIUM1C-yclTL0v&Pd!80`(O@qp(PMvDXvQ32GVo@$KLmCp{IAr;w
z+8!4aRD!o64S3sWqQB$f#fy3<)$}5ENuNG_LiphrG|_$t<>b=YahXW^kwjHoNA8mdJ_7T#xEn+pSrE%OkCdFu`SX8Z@4P*qyRxrN
z?*lW<9z0R#Z|R%#ErvuAh>L)G1y&D6r2ZcynuOebRKCYa3^D&xh!T>ZA}_|G6h5yn
zmxes%cM>Oc6i8sq@`%yq%ky-kOF|4HfWU`SjjVZsFNvQ3cct_E^8I#LMhLpdV@e5<
zeEIS?pjj)J1}TNn>;)&(oo2O(pMY2ziAshc1rNP|*wC9cZIXu5gdjc!xAbIP;Q()IbgX&DwhAe5)9AJrXxXP>Mw2Ch_}(>7uLFl53*S
z2_7I0A?%7D*xN5qQ|ui^l@srj*OB7{Bq57L(hVHtfU$?A`VNVWhU{G9i%zkH|4K${
zG!z{Hn_Na&BOi(o43IK1Wb{H-Q9#!{qmI7<*^$&CSN0@Lbbb)zAc+J@E1FGmqk-Rd
z;ZPF5#BtBgADLh8sl)-4!9hC9#O(AYW9vXqvq^n=`;S<74x;*fKskdc05i`f3slot@|%z~QjEU$)#v$#Wj_5_yR>a)U%{pmr#Zj~_+si$
zw@akHzW4O$=FUC1R|+MS4yq4*=dUYYbf|1t)xpxL+s;A0JUjMV-f9}=l>ORRE-ixq7Iy^C{aIoaNvhxDvAsTi;$2Cbo*KoX#j(Tx}giU
z0DRrLwNOV(iwJ}S%>6UR0Et%yo5XO=5wKr5!y+7uemy*O8Kh3gsgr!ct@(s25oUzr
zYpPg*WY^ox3_F(8_scbj(~ykKRSDcod7|=)Tl*hM&@$61A5S_QMCL8l;-s6HzX44(!#nP={W}
zz7StRm*WfD`0d2QO8c5x&a1IiDNQ`
zO+mIjbO%N3WZ_6%Ocy3^L2>av@6!D{42y`-QB#1R<|G0Ank%#<^pDkrsORl5**L>f
z{Pk-M@*&0%jKrG(d;c=E@@mR%l;>k+|1nF}%$@Q^a0JTI?bo|je(TMLhBYORRY7bR
z85ymHd`eTe)H0CojEai#XS5gU_Xt+nb*HGlygoEKKmTA&XXmzyF@GPOrOtIb=jvXj
z4XKyyol
zDo6nyR-%3wH92E*kb@t;=V%@|d^ibJ2@bD73N{m#LT@-
zqb4ICfDk&#E=(+dD9z#jqg1FrGUx(019KcyIs)KNoJK4Y#L9^ZOx7AXfQJUehL}B*
z(|bTF7A{q7K1DQ=Uf{I&+k0q(BS=k)lbS
zAOskAsBU3)V$a^aI@Q(yMx=XKa#G1(NM^lz|2}$^4>L?WDwwKW?`!MbOiZy@zl7og
zc;%?2{=GW$e!=^XjgD53$STOYNV_QJC|SuvyR)}948Tze8(sY#IUgl&VPWyMAEF28
zTWH&IAN~&UP(Hhf;4mfm1IOb3{_8&NnQ
zZwifx;e^I64)eJRw)Yl#-s6a6v_z#t$S4PDPJ{~(8WF(;zq17HF2CYD2$jy47l-;F
zJw!xCn!`^HNlCHF&VT^Y!>%!Vb-Km8+yW#MmCYn)D%zwQexz}wB^ge`nDIJemmW!^
zH1SI!g3AjN)$j*E`j1{dXempu^%h29oA(p+^z>$vm6v;QM79X;Q;o32wLoD((2r7_
z1bGEzB{ke?X<=3nvTJpw^~kk=)2DF6Q8^~P$1iL2)8<#FG%v}tf~CEJ^&ax>-QnH<
zb4hYz$aae1c%2$~E8*ELPgZvJ`761MWXe}Zt$rnBZ9JScQKo8M%7?7zHJTPqMS?0x
zL1y;9%xJ6i-aJeyC=h8QEkxG^$Nt*o$$aGU^J@|k5}cWX2`yI5MiR;U)GTg5bEknc
zgka#PRZzGB9H$#?VGx)>YduDF8hfgt1ufMWhwmq*7
z*mT@eSsWlYHR|N^>)tP@{4z+|Bak8BCMPf7gLFO)yqb^C4aAz58ADU^{}jpGsO_u9
zjiXR4pc_h=Rz|e0*Vb)C(9F%DVe>y!pqe%5g^@e5ZnadXRzz%<#+*5nqLOHiBino{
zf!V#P1eoUa?6|q-3nm*-qWXm5RT`Kmv#m*AduY$}NV{|P7{1m5aaKw*y+!LnNJzrb
z(Q(_EA8&LlA)WLgn~^Azm@^r|)y)$$dkrdnmN4**Qj+csq^~_joR{YXJ0I-A#V6jz
z5|Dh;d}G`uEugyam>6}FthiLpfDl6x63k!{hB&~SYWmRvE61d+rNEsb(s5Z(-@w2e
z)_RY(f_jm=)8zX>u%Ou?6K8*T6(FA3-FEG;bu+;9jwqi@Qm%xEDkzG>URGrW#Y
zz|Xyqf=ia?otI7GD%Z@|y<)<(-_*jes
zL(!J_J5-iU8`>n31(gg82MfjpVxBgncUz<#{oSBWeW%h8j4`$_hHf%}kVA+pTeLtb
zD1rn-46?|_pdQw=H<74hlz6KBu#1$&O;phj4_9c!mn8FPoIO<+r8t(#_X#va+{no2(zE@Qymh(G%UMXd&6b)tRY#Qr;ffU5
z-($c{F>`@D8~H;Xi)^wOoq+d3>JfcP`R9fnl}jVY1ad0SIR&}PbeoHuUEG>
zg1;MhQH|}8h0tVS)o9*SX4`-_l5e4
zjtav&FGHq8EG{NAlm$g)W_=yu9uBgD_Xq_4NBjIgvFnjx_}|j$yQ5q4Qj8(T*y3a(
zIVRwRL!Q2BR#bEhtCqWkb;cx-b2Ia|yt!YOCd0(KeN>E#(A|8YN6qNz>grD0kpoU>
zItQ#6>gOW0P3oqR_SUUiZP63Kg8jD8asQRMgTREO
z7suk1JA~S2C38j}a`8Hw`yA_EN#SJAsh+C(Q)4h|BN&6;nltut{wllIU
zLCk_c31+C+sq*&tRZ84B5tJcu;-V)|s2I4NT8am2fE8S*{)K&1m1qZ~`thdn0kFrMd7bj$Ui4;1@5
zphsoouB5}g;1_ix6IZrNO4#ES&z&B0B60LWZrky$I%6hW>ZU()UejtIrLVrg1qtjI<
z+|V=~mhi9@7AnD7Fn+j#76QpwVaYfXqD
zTkc;|f`4Be^xul%wD)XNeU6WxpC8#^D}aGn3H>Vv-AD%q7gQ{=GBPrrF$i#?4~i44
zf-D9>Xo)?X8acuMfMwWrei0E7TM(Rn-|LM1#iRA*1&%47s;#XR9LbuHR#D0P*o43g
zYgmBURV!3mf}#2N_|kuVdz$(q1NTf3jRJhWsgiQ@;~&^8%puaO5aGWAymJT8Y_>?sDWS1Y7zZga%QIczl%S!>!CfSN99qQg;Gv
zSxEQy~Z$
z2YXOQ*l;x7Zs1UVS;Y{-75Y
zB3XLaM`maZDUJ1{pI7We(fNUxs1pjC@n|yE6gt#F9JsI0VKVub@VpS<3O5w;=lTPt
zXA%4eBwK-a^v^}68%nbY>2}#0zg~W`szv2RQuW5UmdCkf$9;1Hm~HWJsR=yEs%yS|
z*=g?y#TQJ=KMVaGvw-A{MjuCG2lHj;oB~U1i%NH65|E!?GRN8F!&CzJuDw3PM>YGj
z@mMgJA)T0$1Ea&}#{+PP7>4w!W>`WdBwzcxZ54B}dBh~<@ZKD^aZ@JH{zv)=8=G^9
z@q0=XlB5M3R5942?#n;jXZxg_{jgmG1lnvgXoJQ%zv3h-_Ra6zzg#-!1U8bLK4Zo3V!?c5FYjN6$e~i0Z!h1`dm&;
zE&HSPA8sW}h&9)JOLr4r&rrCWGricWy8u+*o~_hMY7F!AM^fiR_pXkLegm?1EWq^q
zQ}=4f@n8M;*kP_1Cyow`6*5WDCWo4>-
zAbh@mV*<*XUNNsfXmQ;*XSQdmjT(RIxWSf{t|fYv|8D!HI@|vc6H=B0)kAO=bO`qQkoNhH@4OhFouHdZ<$2^Hbi|gaX1J-gPz?(kQm~B
zelTx&Yt?KzAHF(csgIssK=^0gw)Im={
z?}%lFXy6GE6c!Ml3$H%%=W;^RsV0a!jEIuH5wk9Kx#GN
z0o-tDqj2V~uXT+*?2)Jxja(;ErVy9&#n~(JG&#Y6s6;bRr`Y;(9B~bRkRT|wH0Ev&
z6dMMLu}{O{E@$>+)m{yD++JSKuPE*0_8cbs+rMsi{+SRMInpfRk{j1Vt`nUKmx`XT
zSTPDze1WiXrjuj4p>j(hhxTvn9B^)B9EsR*M{K_F89g5x=|cbwnd+^0Dqh2;R#H?A
znaDl|n(4)87r`HY9Twzdcb`vXobv&GOo@_msa=gWs1u0H-!mpLr^xKhhsX~~fvh^n
zYtX#RKkrdUvLYXv(#+wXmYQdrIRt|^Bgu*|QA#u4D*4UutXc3p40D{9ZmlyWmGx$(
zHV_|<%d(J1UxCCCcn%I~GOD(r@EKk8zq>(@zJ0ul^UHG@%LeZ)SL8~U?c~k?D1($U
z$<miayUj5QJ1rid80gK{M~j`JaalK!C$g
z)a%sxczZkk)k=P1*uGYg>66&gCNtV0+Lh(s3D=n6_2*08&
zbcpIv6CG1hoEtM~fkVhiI{}9E!L^3=x(ummXBH4?TRC0VU_
zH*u{0BLVr}qeW7C|35DplezlO>2u^wG9AV(X%+)@9O#W-P$;?0d%l+XW#XY4co^Rq
zFi-h+L
ztNLLl-hmCiQtZCF36KuJAhLu|1h>^-0|7_~kf?Mklj^~L+15ZHuN`Sv0X)(44$+y(
zKBscy4oIg&*KF1LlMe@vA-EocVqA{O^OBiP&`e8TU*8PmuREpL*dQYN$GfL!7QUnz
z%gM=6X^2^Lfzp?)*)IG7&y94*{_Z?t-!2YMoD9zbSYErIFJUZk)IjKX5Ti+y1dPI%
zJ`ybt0y#=|PZzSc?OiQID}~UTP{Nt1)%C?A9qm2=0E)Q?e9)6HGwesBO|i7Dq-sfV
zy!|ko*s13v2-O9)ehXIKOYBo)H*r#D8VrddE?}aL58$^>oJ#05^9aXcb4?5QU#x&A
zz9zVJ^FGdNG~xNdMD*}-pv#)57zpkNQMPsjDlJc&Ec?Lg@BVVcz2%z$*&e#A&`eLL
zXPpM~8E_MLP7ZW%1ZLu)UOL}L>LD~tm5r5XEOBoa9z7d_M_H9-k%vCJM3+G2OVF>4
zkd>E@5op6l4Xqc@LI3jSOC9@Opx^HN92OyAI_34bOH+d+sA76_xoUg%b9h1_@F1fC?(L%2Pd
zZq7P|F@e7|+aGz``AAThKX@jttxqJ%Ix&7cen5jYg@hDP23s
zB20NHf?GtlCdxZ$FFIhwOExru@EKl1cW)QQfi)nxfl>qwkOtMKF=ItiAz>h2{#eHn
z!JQ&_r~YN}IPY0gSEqxg)Ih&?^jk`Y|3UK3
zzXwmT6T#(8h$V28igxJ-@FRrZHDqIBqcP)5Mi~(m@HkFBUsW?|wGgAEKR-uuaxxv#
zYcwr@+j8h$&Y{QzD7lNxRl0NEDGMOfgrQ{vBc*{mRm|SrczJP%N=uI|m!NHF(Y#qb
zaBN0U@Yr&GQFIjpoRN)hmi
zhgM0AtGggw^d{hL0i9CZ&2vO%z(Z-nAe5)NLb>>t>hR$rdwXpHO9!TGAe89fnAj}Q
z{&zSXrQDpr0l{Fs@Iyme!HX+nl}bZfEebnn5X05OFn
z9FV+T_kwx0hwsJ^n^sV0F*AuPr?R(H^IS%7K|0h7-)A{Cx^i^;8
zqSUj`l=St?KAvb#8L=&nr=?Iou^qxrY8u=eJRg{{n9|u5uixknJC{KPUa4oUr+Vv^u9p}@UHb|U!#TisIe9+p&&e5j4lP+gu6oTgyqtAYO
zlrqfpGOULK`L&l~pjPT46K9w=>e#;dLtT`L=l$jKkF&*M4o5Ffory?p{^PvC7AMcH
z=%&>1!rY}(7p4zX?Y_CuX%)mkahG*@@|F7+Sc;zQ)9I>G^40m&xhvs9^FifwD3&)>
z?x?Lii{rmD?-A436l`_TsJ}f%Dsy^BIn#Tul2Rr&HDO_>yZJMtVx&T}Wb2cRI%63Y
zdYgY{0f6{K;|ca0BX#=K*Z`eUwUY!&mU8B6j%n#e@mZP1AR6;P0%xX9y~B`LZr$XZ
zXozD~VohRllYs{snU1TRP?!0ls4u+0Br72h(Z@&fz8#qucFy(hHsLZE;#bxx&ETW9
z+52g!6JIx%gMTm;&j&F#^4RyJq^EY{f2bzWqSSA!G@}dJg~b*>26Lr6qJR(B6W%2^
zlSw?WYA@5PgBc?)B-dN%5Aln74NXyZN_k*o#BuDrIp)#$c5z$aVb=Zs_?CWk6M-R=
z|JL4{hxOdHYu~>}h*XA9Ns=j1M3W|jWJ;2VW`sz_C{03!3L#TbgpkTSL=h!J36ZHm
zl*`Z@A@zJt_gdStwr6{Wwchvn>)qaKTf=={hJL^A_dJhb-}hrbGEV$U>hixX0RM-(
z1=)1w%tI7$Pnq!(peB;x2UJN0ODdUU(4&$0N*R)P`t$=7;={d*(&S#?Lv^g@a1SdC
z+xJsU9;W0fpsk6V4Ay1#x2ksIXwO{Vb>
z9eOz+`J<69=SI<5YfeNyv={oqgD-KYW9o_j3u1z)Mj!Xg^|{wgICVUGE4uJkOyJeM
zs|qlH2Ki*)A~s`4noOs`>HlX?%>Sy608Qi}YR+0AU=aL3@8;?)O3pgsq<{*IreQM^OO*`z;!my;exHhdS&
zzJX7_s-N$k7tb#W92pq@B}hkgXHn+*z!E{B6z=>lNCDD|>rPLH$c_N|r0Oc4mHw+>
z{FkDtx|18ses?PT(fSL2qsvObLBE@A`#Sl*zxQ@z^SSUxE`I8i{9FLJp`}aaet*gR
zQOa97*SOHI`Nt&{<7_6~RzT91W8tuY_wM`=Dz9+I8Br=08h@o&V`AYU`ujSRp!zC-
z%xOnyin{#MTPVEp#FMesiFR|mmkDM4j2TgyLg+%lR>vs#h%=6iT4TDFUSuS+I1s}h
z!P9c{0={4H$3~&$$x9Jwt6eFqKKvWHw}LmJA5KvZ$uJ1i*aqw_QnTu2hZ5-jBcRC(
zRu+Ta32)LV!hP;Bpk<8U&Jm4F+>Ly&A|>A2cO3G{r((MQ}h5tfa(6W+3)}pynRRSkZ!tYoAY_S%Dd31t3Wd<#7xw#>dx7
zk{>gpuo50}M8TixE#{ACxsK#*s9d=SP*`Xd7Gw)Skiin2zi{_H&i*5W!z*+8MSJj7
zW@A*^39r<*Tuu?%W=#1v_~o%M3;KUpxE(4mCDaMHM;vzgz!82)*sHaa1vW*Vkce>rkoeln))8oqGxYdha$huZ$Rm2^yo?J|
zGD$mn$uVeY#BUih)gPVw4J&&UuBcSG+)qF>W*gQMwnZUzB9#X0FbYDjo~c6QFeMjX
zktI`2YVMv$oww#yKS99@c?rd7|A{C!V?;;DR*A*HaR(Pq`xig?5guu=GClflTW9AZ
ze6y3UuH9;GNERf9_=~qE_v9s(Y!uH5@*B2jk&<@598CI9Nz{AKSjkLtdQl_){XB?*
z_S~zw6KjFE5RaJ&-sr-0R3ea1S6;==7MvzH6i8kAkV=tJT$Tv!A@hVYpu5-(QK;gb
zmjC`5b85@C!VcP<9
zLtl1FL&vP%=5zoNM7o9}C?ymWp{sl8HcZqVST_eTFeDgq5;#_&bG
z0e#RPexpLW;I5xrygPvDu#cKK-Yt3F2Cu6we>zvQcEj>~{r4}|{<(h1v80Qe-*xZK
zKRWg9EnfATXE)1km6n}1eP=MSmLXdY1Pw{=WO_^SgY0I_@?JjMsqB0@rSK)+Wo5PL
zSvBd&C><$}^niPYR4&A0aB
zWH@R7!BH)HkvA=%Hma#qKJY#=xAa$kzJg5td@$?Q`F_!Yu^1waAW=({(kfDCKDOrN?
zhEdrLz4Hh�V9Gfm0Lh9sm>;eKip}q)s#jsw?jIF#;vMzt>l!QkPMzEU_}v4gpfttla8u}x-aLhoPw`=deJ&OOm+#r
z9=~!s(Ny7lQ4T0Jm9p?q!CvbG^vO*Vnt!x37mKnRP!Z46#>4)#IlbR?4{i|hD)F3F
zuWnfX(2~;A#cx1HNQh8(3M~W?a|m;lW5kR7O946ZMXFO%+bVT^3#h+8&%a!69V3%b
zmcC%l83Q6D9b`|zeTU0Wu(!8A0Z1nbC#c&O4`QSoPxC8C8vvRkx5TCCnL8IwHVAiB}vWF%HwP{n+{NywQ)Z_2hsNZhx))WNmnR*$2Uolw-EK1z`
z=G<1LrnxE*4uRhpVEHjBv8MZHxta~qm(OKY8QEX;8kN?ekAFwX!)L|)y}!!e&+7ex
zvC&vTh=R4gV%f%dG%X1b7x)D{5F#kCKj?n1Ir+a^zTb$8bG@1I^N)~mif$0z;Qa_@0yP|NB=-eLS&R@+^v^;S1?5-fUa4fJhE!xy
zqMbF&+QBxL56OC?AIhB!W-7o@p?r-zHl?ut(yz_dPwV~cXgnz7j}Yaxcu_eR9{lt#
z?ci+1xbEQ9kLl5FPdLtK|37UT_)PMXzb^zt#Li~~R%BkJ1<|!PeMxU#BG}jYXy+dz
z(mKFb>AzLd!K}Z^^_N90>&iCFgN$cF9dKU%(2tG1o79=9*&rC)1g4VLiByMrZ(&A|
zln5^7w>kvd^IP}T);0uw@NfCE8rQ~;0%jraR{ceM$p|Ftbpu38UbW7vyK>9$3pKy9
zvI2(s)3mSP$W#at13}C)=RE>LWSl$@yUCn-F3loUhvKZt-?M0)3t@G|B$I-xN=U1rq-rZB&6yFRwcN
zip0~JLc%?Re+eVjS4eC)mtvkmh)1RbS3ydxfTXXOVpsP$TP$|
z$b1I6uAz1ia}m!A3KEbTyrL&`{AvBuqMyqd6lnve#28;%MY|dufS_Q{RKwCxTZC!W
zFa<+#ak{n&7Jfv*IXuBu6}oQOE5ve7A=M0g)95mvw&_0C=JcskjaP?CU7kq6qs=V)
z#d^$S_gN?WsJ!<>{D6X&FOv;!#l1%9a}3d=&R*ivEUmrPQ+kVcXiH@HhjG}U7z-rV
zllQKyqP*M-^k*#uPK!`{BoK&yy~+!)*J4WpL)d<2oCjQdekJ|Sx2HdD{kUnnbm=#H
zqatdrLmSvPQ2Vs~fWtP%B|)vNMbwzY>2?0+)UgPy26}GpfxR(p+@Zw-Chxc5jK%2x
zGF8}i0)rNetX@CmFEMER<1v;XXfHfo7ZC;$P^Ijl;G53C`-DZvx(4Fp>6F08$;g6;
zo_Z%($@2TDP~DHPcXV{*7HeU0?Rp`v{kUPg#;3!wRiD-C*_P$mRlR)jB;{30u@k^Z
zB2mDOhd>oTTuXS$3u{STTU0vTuDB&IukysVW$Opr?A}f@&bmX~k8>6Z?OHv(Z8dCL
zP?)XsKOxo%?T^|X?-JrEX>TRhek5b+(zfb1y+@^+e>aHMmTnjDvG3=!*z5`K2ptPo
zx37heJU|Wg_D{ZByEnC|5>(@_Fak`tEM$aBSoS_z^
z+x`BdN754HcYTHq?L=R&B_W|-Q1*?EtLqjpO*uNjHuVd3Mry}w6D1O^2(z|h0|Lw>
zCNq<^7E1-%cZv-OX(fuIl$4a9GiL^)_6#-Qlg*ietNuTS6X!RHpAWB{
zh2Pz-efu_Z2U|(7J7{xhPIy>YJJf5f=vr90*O6-7>Ejs%1y2PwyBMzc(2gS}G1<5G
zS7$5pK@)=Xoy%Zxo3lQwPiimBGS+1Y(Zj_j7<{wm&hUC7UigI7n^DJY8J
z?p5Djcl-YRJ4@kA?a$5K3a7pAg4V!+?Ig=FEx?iXJqh3*B=7Rdw?=Q%1A8Mlk(Tfn
zZf9gjMy;)+
z!?|KD6X?Qn8Md7`{dtPanL&Ms;hMp>S}?ZLm(*tvzIj7*DsGJ$vHfO9v6)Sz>0axy$PQ
zy?dK*_D+OX#u)CGY^;-oMRasNfc)uGM~?>ab|!)&9wX4;ax2T0s_706J+RH&H)hNj
zE6vW+38&qA=2-QM0JD&z%)$6z1%&nFhy-ZioGkUnXj;3Ky*ATv|yRTg{`hyC~
z(k{L2_MnU}GUikHsyVM-9l(^OgGT)N)khB>R>h8Iy|sB?4e@w$va&Yw+=VSRW7j%7
zK+5i1la#KqZG2QG(2>yUtbWZcmkE8UyiR
zB_ku_v25AY{{8!RRaUlUdjD)V!WGWaMVH&HVwRsGl<+JfdYezRw2V|U)u156hhg&Q
z_f;*J&G7pkO^F#Wa^zkHgv3tT=a|H>(Izf5G;~(IzO=N{BZ^^5e#k29BV&sB;fs)r
zc(}QZVF4!RLD(o8Zx06(=C2ZmnJ8&DW5!s}T1LVxPMkQg=g=XJE)FpsE-n^~i!SWY
zDj;qczINir5dS(WPG7gq=-suITNoRhMnQWNCC<*t{f`lp&+l}R3U28KS}fdV^w;2-
zb^pbSeMk_+GOuGqQL%algRd~G4u#pHaJ;*|zCnxe$MZj3sFTk=ChYS7u&>Fi9DO|I
zSV&07slb+IyXn(MTUs&+kwEmYrQSPr`SLztCbDAra+lhE>ebVNoX6tXu$xdtQVb4L
z`?63ud^08Tv^8tii2J~KgAB5!;&59^zStEN)djz7TMqxB31XcjKlHNKt2-Z_=j3c<
z4X=ZhadI9jCbw8>D6;S`ChX#RN4_^!+?(il#*(jOI
zB?l#T#i(xE@9nhGRM={1lW2G9>{)-Up9z~bwLys!2GsKY`?oiqMQKJj2;`>+1|qC5
zc$8F+|32>aitO&#?sRkg?Sg`CSdTiSxJXT&JUImmuTyqfg|A=V$;ujk(%ipscY3-x
z=0DS&oFX8fZs+C6)7Q7fp{a0P(>4D))0Qk*a`pQ4_rN2`zq-k`Yf3;hc=Y;p<%|oN
z!(v0%4oFt9{%zvB?t4SSrr21u4wv}Ar_P1r5A-9|JeB6Y{!W`{S~
z;AquRHQSXN!B_iwix;|a@7`{ZprPBg$vVuLb0;UKy?k#o%XRCnO$}V?<(1*1iVyy(
zfFHHBW2~&&VPriF2PbY?{Har)5{kA4Wz>;f8*&5l;#u2aGq9_+M|%mmQy1q|RpV9d
z_yL)Oos#nM%^3f=G8fE~l$OvJw;_}7H(ssv_3PK8$;tBUJAAnP(*Uq4WiQBFCZxYsBI*qM+`_p_@1ZzHPo3K7(W6H$
z3l|Oum6vV$Ry}Bz(+H)XJ1qtb7{F827(BQ`MwwPHdaS!ZrB5y_oCa3ey32s6mXsP8
z>})2)wU#*c#TlK{L{2?TdN9=v?nU3OC|5~lH=lnWO&VpbOs&_DX2
zqN?f+zPCGqb{2JaBkCgUtLc8TU+}D8myFJh6XNa997)_^av)M7!7Wgiduljp6g$~^
z0U!<)-eJAQ6?5v)?1(Rb{AU}?jI6=3w-!V#U3{1hoBAn9mJ@{x4Gl{;hmFux;;+FR
zSQf*XfrAE(=D0)K^@)CXVE7%Ko$GjfyAB-KN=4Q~Ma7-yU>MkJLXROWIhB|=nktZj
zC3V4LWl7N1t?duT#Q2bG)4!U^woB8(;&vDw-SrH@Z=WTgDEqO_daS@^n^l8Udctx^lhHc}g*ET`GI{llD@)29cs2>R`f
zweon-g@uRT<2RMQe;+~&Y^|Vm_Rq^fT3UC+p}M@(k*2n8T7^}a!D40O*u#ept4HPR
zjE(J-VB20|=-;S|eSQddUgsl$%|_^(BI$Zu(5#8~1qLlG;e-cWxS)roQpzNEboU-T
z+F@3t?>vXA`05pdq;FmF?&+){i^bV#y=oO(WnkXIJZyWi#?FTyt7~h2&8V_0Ne{Qu
zeELd3ItcIfllp2(L+6H}qAx|5FHwtJNE=l6>Q(AtQ`PJ^>L{#aGf^1{Z#*7##~!*8
zyivDso*zAa{OS*P{t4xdX8->2$B#=(N~)^lO-)VNCHkd)w8k!rY18B}KF4|L>kpEb
zD`o?{;?@Bzf7Xsz@?wYSp`eT-qvLE!xRE09l~h!00lbmQn4~gpoW`z*l^J#F8aWSljBQ|xrcJB@$wfIvg
ziu1#paCLKQmFgfCo0PFFlf_sv)s16&^ym==-jQk+(PLOEN(5YA+pvZ`nEbg<)vRB?
zHbLKyy`#zCkVWm?)=j~;*Yts1#bY7+Yys$bPw5|;oU9{B>UgSPaj#@ciFGLuMJw{E>BI=U~N8a>9R=ZRe;F6a!Z
z>*_KA6o#=c92v1POTj72x5UJ}JF@O(s}_wt*8OPXw?GeM=H_;ysdSU+RgyZZpiW7N
zh_9}}az`mTrm>(Z${$kE<;vpkj$^y-re+LxboKPc;)x&$TBpW}a~ZeP9+1HuBpF-~
zYTkiEhP0{n9k!G|M8fPpmY+?x%o@p7ld6}wxJVLgw^E#CW@X9X!cF$Mi?k&l+hhd8
z-DzF!Qd!!}nX?VW@mOc)mV}}+K@!Q_^nhM~taJhW39hXVOqN-=aN&+#qm=OGHjcf)
zju7Lbu%I=E*_+raZ!PXhk|5HkBq>%aD(4A*x5@hYc917u=kg~>7?hNHt@mBIVn7fg
z{z(OeFD2iR4fqPPCuHmC>RNbsX!489{D)H;-P$&*Uv+N{Gcz>|s>~$cejS77mRu~Z
z`IUA$_N|Hb;K8B+rckJ6K=3w?AzdhDs&cMWR8~fuKRPLTm4E_Z9OFj#v~@Tf3rM`w82u6%_HWlvp^vZ7TtAw3#_m
zlu50g1oYO{))rx(wc@?#&$Fo#b+JZ6vr^Ho=u}3Fa?bW?iVBUtOK$4KYVxVY>mk_X
z_4m^VanR195vQWsAG`#o5|IwX{-GVJMx8rvl_nhCrCzCKlqI9MxOYTE1PeMO)rB#R
zaW)zBleh(qriSogdxj*4xGiy^_U$ohjkYA|ea-Rd;bn$o>9|v;+7V93mkYPA#zW6@
zgz{x|1AYB0;0XaSh+Ip8-9oj9lsyC#{k%RBFQ9LHzTV_#F?93ABi{mS}weEnV_j7W@C(4I->8`wVUB5HbJ%#Ck=47wZ&!1&e
z9Ui4!4ay$AZ2tTOqTl4=t|44eNx?#G5CcBUtUOC`nROmawR8
zE1r8I8Z#xGMK@C;UhRt)N)i#MVd@lE96y$kuzcEQw5Brp`uc&t{>V1@QFJ+6_Ub7k
zueO6hL+l+x2ECE2D(@OTJ~M4%SUc71Qh1XdCce7Dm{PM}zfxWYx1JKu$kD|-lC?7;
zZgG(Wd;$^3yWYQpXIWDdOs&-+VR3$Z8@5jDAR|h*Z96u}eyp}qCa>n+y?b2D){-7Q
zdy3MPHZmiA+;$s#dvW4bjaEqWVKXVuC=H}M=VQ3J(vU-W+;$MnsV+S?d~s>=x>v1Q
z3>y_{udCVVWKtTX091-(@T00Yn|n$h7A#52&hT9Cvqh47UXLo?_MsS-LQ&GXZ{K4w;S+fd1G~x+#)R=SuZdRT
z(eiuFI?)gFsYX%!De*P8(Ckn;?vK{2`qs&F^+XcZ+O=yX7R#6GO1{a&TWQ|m2=Cgv
z_b+rs1S86}l_U*YM+tv*^%teEcDR$W-BgXzyyg6lA=Qf&Iy$sU9zwkci%@ueeg`Va
z*5D%yW3&fg98IqzS}p}es^3RuzLY=%b#x}!*eG~;d9fZmk~ADomC!?PLB}OG_}u&T
z7ItFum=AkR42_M4U-2q>7}BDP0d*!xoOszNDM)Jo?npQ>MuA0YoRD;U?oM
zLF3g{)T4l1<;|w}ivjA(5iiQi%LOhaphP+VceG{nF*L&*^TV8|MQ8nmRxSO*#7(wM>@jLl=k1lMB9@L>j
z2bkOQ3gHlEqbamNo_gqe^*D5aSX|iD(NoSLH#c|kty|5%mXMA6n42G2s!=1rI+0I{
z+e-y6Tb^wGIzRp
z^Jbr2Rt{=fG*_TpCyo>}JXpJGl_f`rGP;yjlcl#`-`(g=vi5rXy}EQPZ@4WchF(sq
zR;&o2Rpu4!jEdR_!e0iu>iP6|`}p{H7cZ}l7GDlrTJvpAujGZnfifZgIF(%LtD_^&
zci3;TZaBY3yhiE?J~JK_9q{G7hj><(MG2PU#`Q5Xi=FrI#zkX8L&=l%AzhV}&U*y<
z$I44Sy}hPKZ#KiBF|rieV)d`S(GREF+h@6@nVOg=sHsKZ7theAtT>C5;!%Kn2K52HiDddQJjQ{XeALg$(+^$_yG849UsjX-cd`dE;
z7+7w{1*CpyEonlQyMM%@&NL9ItH0P|ry~J}yA6u!(^%~)c|9%}2v+hf{zXQ{(b3y`
zI1R-)_9(e}j6i9r)X(p9ZT92I?BE=yyc50c#^6kM^<648}{K{R~)8`A;|S){1FfqrNgDf_E$D8=-T<$|
z&FD>_Lt344PLH6<5Iqn%fSxFuxeqDH<;#~-&YurSOdLeo5{HoDW~6TfzTZ88x@TWq
z$^~a7Oz83Bnv&~r!KBQMH*cDTh4qUzTl2LCxiN*?FTe+Z69Qi;Dk)`EmVWxwZkJUk
zX|XST2RUIZ$N|_DQM_+|`LwpP-u}0XzD=6s%E?r&!(mVq_J;4;rPXF`g&vZw}?c{nl
zqSN0-Ma^^@16I0K(GY}mTEh^)w2WF*@83zwpSLPWxil6W_M
zH0*>Uf%p=%@va^op#a{ahejWpcErr#yhnTXDo5}r`WhH?hk4vcY?-Rnp2sYDbP=Cc
zR&-*a(*BK7^64^NR$UD2k$mcU9PJ~sL_5f30v_i~5!xtYw|zn?`xhl$zWgYBg!Pmu
z{kZ&}i_^_-d`FR_*?H?H@}lMOA?w~!#5{yZp(
z4$5%eH2#=t%PG6l(aKl+6H6)DAo|+&R94=-YnLMHhhhb?NZ34Xe84IjG~Dl8%>`%vzy{yz|=6p
z-F=jfPNbkD$N})7-=CK0^zFM5Dubx?)N{mfn}GtAWj`pb)sC<*u%JQ4#s~LmCI5a)
zW*CNDcNCmSs>5W~M#!*^VswQOlBFpWVtnyr+XjLGh8uToO5U?Xt3@pg}bao7L>J3MPer`TTh?0)V3gug=*%j0&5ly0bWt
zTDC8Sv^^9}ol-bsPw~RG8X7IWFAt_Lb>m&PVKIh2?-PDK96W#$_&M7owFV99qY)2}
z$uZ~~QFaQcg5Y9STszF?nm}*zb-mNA!Gj0SZi&6eh%NncfY61+_;qOd{WHBO>F1K|
zgcU0PV+?=nUp7U5adVL#RtDI39ya$KagNpIuruE-va~
zhiwrLb!)8=J
zVsgIc{-Vn(K3a<(gZ1%u)mANPp$cPyUv^4$=m=6HdF?;LKV(h#_>JHlcjy41z$XyY
zG&D4*KSL;$018Xdr7ZXH$@gjbN&u&FoIS|C=<#aGCUp&8U*D8sVw%IbNUUC5m`}aR
z!A7x^xx2Ywb<|Q?VnNN*Asi)5Y8wPYmu{Yu6cD#$6;Ly4Aa_MaZvlD}WCPej52F>D
z0&ahiTc@k58#KB9SR#v*=e(!uXtqV>AEW8}aw*^@oyW1$rv>&Y$n}MXw8`efdMrPv;x$E%Z
z9sJ15$B*UEBZ~v=@NsgNE?vOA`E#^PQo!3^{UW!;l)LK6)
zSbQp|yc(JXiEyzf{rYtW)(7pjbn117Mze;pR1|f~Au78WN-e!DMY9%D5oM*>h-6K%
zOP3kmyE^T)zSsOFGqW{cOk19$6mZi>ZJdT8TFb30J<`1PH}Ez?C9m|Hvgu^hUZg_Fy`}8=9~hr@z^Z13iOD0U0b&7d1JT#YC@I;@!j3
zbE=F~@aEd{);9CptD-7uXAU=t7`tdu;?x99r^LeRs|Ulehan4eL);)bU~2tP;=7R9
zaR23|9?z{vd2s)}%Qpm60*Qi=@JfC3BPuU0W7eAUmoD+&+pq$7RqfWacFj(>l5ak6
zpr_*q1w{~szr-XYD0nhVQ5Tn`OaDAtNTU^LsgXGACmo@@U{CmoCaYsIisf6bI8)1F
z3KPsi5Xm$h+1SuBLz>R-YXfW3Uca70%xuf+X@u6Vfw+iINl^fL5SR(`>c4FNtXi{1
zMzNG$&UnS(s2m$RySudmYO@=MJ*>F>e&u8m!MAI94ceq^!PxH0+frs&U-?c20nvnI
z%ZBnkw}_W1J8gAow*S0i1ySeSJUzqU6{Op=X_)p|u42x32I-#$`TKdtCiH2(waF{bT#}%@yheuM9*`DQt52{^v(^
zbr2XS$w(5^a}&2fkO<F1_#I{rch{K27$j@d1x613r>p9|f`OEeL_bo*bVl=kp88ySHe4ehb8~X+f<=qAGBlGGD(|rfCheO$;U6AR9samE}=C
zzq}W11gyIHs8K3G-yO?<&lx*YA2g^vBVdIW7Dh%qGX2@H=}+ugn+NF|*&2Rv*}H>F
zH_OVL{kO|=m;R3MC*Yr;><%j>DHkt>I%qGL?_3=4dnsaW1LF}{CN!t`88Nl6eot;-o7GA=s&zXHzt}IwQ5~Qh`;ekGyn$pB
zAs31E8npk|)vG-asoY`WWFw6rTO`yG%t^#e1=iOf8VL-rpg)V>!jPG|adsaKd;@t(
z9@AS_{#(RiTHNSb{f?bFv5Rd`oqp+?#oQ!njaM>?N0ZL=?9yc;^+PFWXW@;tI)eG*
zLb*aY8Gn0mWx909rkU|S-J$1iV{h>#X~B@{yrZDb+%)&Bmg{Qc*#h<`vogo%8P7IpekIYOPAJLEkgv34q`QK?p#$m>J&gmnQk{r@>sNB
z!A`S??)DZI5>nvoK3V~}IY=yL&+fTn#}0>G2ZMqn;EkydzR3kg-=q&y=azA?)iu8F
zNUMC1XO!m`+x>Ae%`Cj9xxCu#h|iR~RHzj)Vv&59Lw5UmIjlLAQ4(7c5Z0uxBGV|{HG%Qb8C
ztq%3=6y$QPyYHo?vfsZ+Bx<=6El1lmb+fhszZJwS8CTGstd3m1cI^b%GRhWRb{8|`
z>xP3YI@f>R~wXv(5|0%Z(#y!j{((aczmzY0tJ~(}nMTt)Q
z_3HpFhPhE%^?43miM7){oidk|3JB=
z7)D&63j3;OSd`4{(!2LGMw(Bs6LD{t+JFO(A3i(=HuTvpUt3Enp2_BX=Fe8YzPjd{
zG8hLa=>UWZYzvcR@7O_BEm#oZ>fuFgsO0JXFD!w(9K$!=6BU(NNh58|ptM{213zye
z8?>R2_ylZWS>L4j!vFjuv{t+34n4`V)93m?>Ks}%fTt(eC$RQ6l%`{#me#hIllh($
z^cybn!eV4cG^Jjj*}6^hq3W4+VHdk)l8sHDK6~c(IgRfNa)8=t3II$zx_r@(bEESK
zTeIC3Ys5p+@Ee42WE}ERk&mRNm<9
zF}`FXMa@_U{*#hakHw^&O!nx0H-
zB8(~aes_HwGGZ}(@`I3B#;LO{*@eAy4tx{tyK$>kTK?GwpKw*EmZ%G^t#2
z?Vsz$!ke80G2MC2>E`LW-*q0P^UqYvHmyD7=<^-11Ams#9^R{ByB&6~A8rd4h2O$3Fgnd`CfPjLr>7AwDa4??{xC`++C*ki$h@%XP6%kV
z{)`p((p$UcD*Eni_hwP6+Z@8Ru%#CvxprPzJ7i}udm&`{WR7rO}*o|K6jbpyPbDAOqa)=
zv`utbwk)FCV0#xtB2=(r?CiQqzAbA3abNYi#|Tdan(^Ouw$rH=%^^NPUy0=EIMxQC
z!gOUNwXy5=RxMt!duMDeGrT<33snfBT8bPY=>Yf<3YnpEuV(E2&brQ?s1!CLHNa>t
zShO%am29;B4r)93ovkEHMYM-_fX*1Lt>g|QpgVl{9ZX8`8PnHCoi~;NpsDxK(r!#n
zPL41r*eDX5#wZT4ti_koC9n^K
zCaEX6ef(9@qK71>^9O><4DIi3%p13G!2+3Ub0dIn%tuZz?ZAJ;txKH^uoY_~%3=?s
z+gWv}DK0Noo%8VFT)uIAL&NMhi!UjQS%j<0`aBXy5S-5%RtPu3UA$)_r
z+S{u76MO{3q-afKEL7q}U0~whr~p-KoOKGiPY@sg$bOY8>#Vy~Ez7OwQF`Rn^XEcI
zHijPU;rt)kK%+B^#*wuICx=d=EeH72sZ-!Y8<7T5kP6L*YfX)O=x4hwr&VI>&gzEH
z#EXJdS66{+3BJ)gHVV#%$|KaC+D97-?-c{RkDhGjEs8H362HI<)57g4{p12XAG)0
zq3wa#o3?3u`=(K1pa+^JA6YC?4FM^L#sFokp!qSIcEvtKq)9-AC&wnpGt8zY5mE(;
z3$!AUmtInQv8GVer6?R+i#@;vVrVhfsNxXA%@*g>IVL9Wnpk}4PW`|jiJbhsW?#x+|JHES@dL%*+pUD
z>~PUjkpfb52b4h~qP3iSGRH{<1p?xk&BXW5CKo36&xBjw#%a34lVWe8+shXtjaxT7
zoQWh2wd-=E7HBjzkO+cy@a}|+d(M?*Ni%dUElTp#d!$G^IX2#_0(&`fC{%~`R%o&a
z!GiRD={R#T1xoE&t_YmbAa6=!YmWVa8
zIMK7y5&1&t9z5B(Nan91NblZ1>ty1u?`=o$;;f!opQkrs#PeZuo<}!bt_(TseAGG3
zR}m1Yot&HyY?prd(gA%RhcpAG-eFJE*wQmCHPx}RAag=#1ekYs@$iriAKx0jkQP7)
zv~Tm*>as=>Z5NbtJktaMd0U+o$l0fz+>XSUBQ7*KwBw&%B&mod0L(^OMn-7baqB;O
zzO#8QvqeuJ8%}&xL4}H}I=!WN6d>n*sqHAqe*cElY6qsx@$-6ep>3Nst~@dAwsYqp
z&3m}Ejc2++Q|_91pKpzlpnSf~O%-~{5#B|rP`n}y5o&=Z+Cw|QmYM?~r3>jGcqdDq
zyWzK*0pGA4^hJZW{9?K`D3t3&;PO2F+J^Q830H;7*;%a5!;OBp7X3@iqEx8Qz
z-vQecLT&mR%6|(>0z93~!c9KBI9;FjmZ~Pc3W6gL-7`PpJruv8-*;`ZKlL*T3k#VK
z8-t`oC`HCe2W9{C{an8EgPeVu_Vc~%k-D(%kiG{5r9+Wgt7$c7O%}iiH8Lfy8_?uy
zIBL{|F}5fQgoX|Tg;GWg3<#c^{}rMA;gxoh%F0S1XoHF8biBISNme!lP4U!Nldbfw
znPBk1$M^5wmq=o~{W$aV*bmE(aRDR}J-eFWpUTSq((Q+IUT5^xK$nbtX=lWLt}C@7
z#~;g2^naz$TK7or;l{?wK*OO7PJqq}6&Wur6U>#|izs>WK1Q;%Ltbc9zkXj{E&~88
zgq-*)(O{f4_-6%WgV6k=Tuyy*XTaL_jN0@IywZ6Dk5BS?-c_J}lWu0S=FZ*0j&UhE
zK<#zcK{23)m$x);IAJI?XVb)E`MP7fB_FL$2;*-*V!I}`jba?*1bL<9LVYFQDpdF*0B%WQ=6`K>ex|QQNYnX1f>-oqqEmqR2FGw9p&Uo
z33muUKa`h$wu@i2a^*(b#JkkLObWa`x)6LX0}%Vjy0pqMH{*&nQ3W?r_^K2C5YHm)
z9qrUSmUCb~dj+-$?b^4OI+}Dj4W0$7{q~}y6g50q$Aw!V&K6prEsR%=*6chibC9CY
zp_1x(#}>4%Nc9eNpbw3+8Mu?mYZkQ61I#J)zY7;=EOm2**q16@gM6wBIu(iTl+cwQ>
zo8J8#N1iM6rl$~fD!|HA6;#$}lsAFJQ)(PNd2$O)sR#%lABeHFDuz*#k-VKDswuRytv`ibI{f}dpMD5;<
ziZ5H=S-CU6u#WnE7y+Yee)`8f-ykAh`1Kx_;vZn%}+*KW;K6
z|K9f)4zE`FuPKJj9BUC4gqj|@CKDhR5occQ0wIMNq6_1~2uaKHRvFB{_Dl_~*kV-h
z;zc~jDo1L}r!yJOovPMx08dBx&OtEvFY?J3MFg6nVf3?USm_GoFTkXb0Pc(4(mRuQ
zmd(smici^i79J~6|9mRCIf_XIn;A1Ug1gHBPJV4BC5r^cJa%h~8$TtUnJQn(*DvvO
z_!4p%hnz1>K8lMp4>`TLo?h2C7Cv*B-v@dbK-IBU3E+{A{BXBptR8~%|9|{9X
zH?eXAggYL%+lDtGW_oGK2QtYC1SlpPzrLn?+f9Q{$@%>a{UTbBIk*hW_;CYi*8P`e7*a@)TvWPkZJAL9MCyA*T%+zSoEQ!!~!)2)&HQOLnFYE
zKOy6W^Z#{cq5YYH<91qGtsJ)zKMo+-w-8DjAvxe7+-Err3JoNLPpQ>f?jGvam`r-G
zLO0R1YuEbc!vdP@XU?1s`Z&_N=y0zk%t~S0F#F`>AN&zMt}y`r?{FQJ%76a(JN?fs
z>a4hHOdK=9D8+;r9O>1CCH7|>Mi&(oX-4G`)ORt0(#y=>;iPxoVEJ>f^JlBcK(-*w
z8`xqckQM=ZgL0w5V5<6eQ?#af^?<9)j0zZueS2Y6gQqoJg()5-rk81Xw}zccOFInj
zHkzm_W^E~#`f4OKRS(~@f4>!pT9b6e1LO;TLd_y3OM$@R!M8_V^;Qlqzc!qop!Gl3
zy+lRRQ|xlkKGE3dtDylFuEDf9oTugSUYW9+LTDPq26i!wZ5dgS1Oj!K=Sg>Qi$FM^rw0bYI0}6eSB1H?_>=XwDiC6>&VBgs;j;rPVQ}teWCQ`Zc~VTX
zTZfvX3t9ydM6mhj4L`>*bu~L+7nN@bkynVp5h)0~_V4JO@*ZbtU)9ai4bt0H8y=6$
z)7ia$e>;mq(b-R*cBVqp{;+dxmn-BXjKVjQpnGu_fF&mojSuQC-6qvqCM9M~^R0$!
zaoa65cu%5u9yd;?^|>O2SG;>uNeTff6WGwx>Zp0TxhW|4s!U@p{#7Pv)|e-oeO?%_GvokGkJRc
zh{IX_qnAGKYHgX)b(_MQJ)?tj?^w%*D=pZyY4%d-C5pDArGtBvYJ|PE+>^M|MP`|7
ztAE;9A5b{1F>rlqPR~OvpH(OHN;(@D(R}O3JpBi=4{y1aw;}dRK+(j5bDf#aTVMNO
zt5JvCsvlnnqVS5g3m2YzyX;CV$+1jVu`Fp#O1sU&-aIa=`Gg1<>A)eym0ClF%)}Ch
z72bDj9GjdOi5SEdY?MDQs;g7Z+Ml_TnTf~Uapo{ksLVY7=3DJge>QGUpEoata9&?i
zHbJldd@|jXG^AQ^P9$I
z-CNNo0%QGDTQ8#(mNdP4
z9)8@NU6v0HJCiSs2}{!4YqsD)J4YCeqCUtok$7CsXdC8i`p4V2Xq9_hk10;u@5K`Y
zI2oR+R@oJ&2fl<`eH?YDbwxj8)lRdM?CU;UaB1~&T*-EMmtptW80z71T+KY-EaLq^
zTOKotItFZUI{#905&Yfy>XKki>xYK*$a#j2n=oOCo7)UUUwwv`@ch-QL;&CeKdK4~_m7`2;o~afeiLDw^T|`s3k!L*1CyN7ot{3Q
zXT!k%gPa^O*F^m=zj6pU=%j0Z|FNDn?Z~j+n%dfrcC?;q;CO6XgIRiuJzMemSe!Q}B
z8PZ#u@bK`JN~84;EzQ+9b^Q2UFQ+!SIm2b+EIQt~XG?dM7!lEFZ*=sTq@*eEdt7>D
zRn-yhQ?o4A-gtM8?ktIohh|4~KK=3T_%X)plRh%zhLDy$oWgrqS&Nr1x7p46-`FW=
znYZ^#s?(Vc4xZ<(xg2S&bi*b8HC4_RN~}QDq?l&gnuU7fq?*i}p0&;}8RjhA=tlzt
z2suO!)pA+Qz)_>#yiN2>anSzN^z#CccLGVx=-BxYrzJVdt_&VFY&xBTG2-8|Q{F-V
z@;6TdVJy#c80)Yt>_w~XD&nFI*rr}m#WUoH#n$ST)tg6VALA^DxvgKn8qR>(pJ*}<
zI)K*(dI=AGzlDy2gLkcVN$fkPgSOL%6iJD^jkHu?WUAw^>Wh=hg5P{wBOWp`_m_YK
z3&TrW?MJA5j&^ZK{d`HEe!6oUot%ayzZ`t%v3}V{H$T4{#KMd4R)g~AtQpX%!HhsEbcFI>+g^#J-69^?-+vUIa^nB~r~mjD
b{_dSN<4N=6!ieAEmnM#zYI$yqOUQo%e6sPW

literal 43799
zcmeFZ1yGi4yDt0~*vji`V_<+NA}9z*8?Wetgmi;SN=r&(C!h}{AfVEXbc3QGQc6mT
zlr+-Ke_XuZH|v{!@3sE5XV(5_&+O%lBLdGI*L}uu9OrS}kFQ8x+_;Wm9fd;KNWJuz
z427~XfkIiXv}P5)W8THcfPYq6oTJLE!5@b;+K=%6wPu%;EhrTFYvk{;2$Ap`6v}=I
z^{=yXw_f!(+d4e!UReA+DL(Ot?V!r_wc89Y_s`NiWjc>MIe00#rgKWh&OjjLuYg(&
zx$}*(=lHze%ET(%ymK%4!dex>f#U|$YQN`Ac_MSVZYMo1d6w&IRumm_w=i$6b8HTp
z4Qxzq$rW5`oF(qcm40L{x`3I%j*0Whc0UK_;1_2
zdp4_Z?fUhy^@%#h4S)XmC%(yTGuYJ1ZSC~2urNyL-StfK&M%H4+xMvEIpvhR
z^OgD+$8B4-97?K>(JFG|%i0Lzpd^_{)S<8Lv453)!R5wxeB~{_7XwLxL~5
zd)FJ)7P{`h{(@2=v@+C!o2+qqH+r=&DB
zH_N{{cYl^MH7_r3Zhn5Kz!^LjAH}vb*
zE4H?_M^BxS%dwxVeSdfL-hHzl?yqOyF?z|W5Oai)k#XBmnZNL$YBR0+`e#})g{y00
zRckV>4Cz*_Vm)%?QUJeIU!4zDY~4225I=6i-kix6i=77@C+hX==6)B+XWzPMYj1xH7hmSjTUYAK#XLV0
z*phxTctb(Lbm^f(hel%r*x1Ci3ZK1Tx*#gr&~MnLzcEI2anJl%m6TnVuin-@d)S^}LrPVOVVx(9_V!!wMZ@`-ag{7<xS
zl_XtPBm)Dtfp(g4b%eBa5zmJ6B)&K8#L5GMLd!Fk&o99%5u^v@vgbZ=onHSAP{XoIoObJ?QT<3
z6B9K)d*sQ)Kx24%`e|EAR?o5~-;j@#VZLzjVo778>f-#6^SJZkr1Q)~qbav(i=g2mz3|i-j+`;t
zlN}s!I8C(vx3@Fnb(&t@-eLFdt<0GlDOtB}U1fxHu;=sVuTcaH#(sUPoiF(CVI;=!
zNB(V3AaMn3bu5Lk*{tn$_2QjB|r9hAtb`0<*?d3tV5xltv0
z_Uzf-+E{ztVXeWY44wgs4*@68mI3w9}TVsnKM1ew!3L!mQ*`fXW^KbRVrWvK?On3R?N1S02{@z0t$$Ppdf*w6uqg5BD
zzG>37(@T+D>W1AsrMQqwmoA;arTw02ckiA}PYZ0fAIi~7I)3uxHymE{)~)n1t3BKX
zp5#ifW{t^udU~qym#<%co06kj=Jy~iE$wDk>8`ByAOV~5uF34d_G~2s5=aFDs6gbV
zZ;t(vHuUeTcu}nVWt?lnnl&dhoThdBjY*!6qvFo^V-Doiefl}pQ$;Qs4^HF9=qk#O
z_$L?FETg!bN6=Y)U+9gF7o+7a%=9_9j+Sub9XWRFSnGO^c-1sXj@+rY`)oTlGao+u
zrK(DnmTWt!JJ6UWh5COb&7|3AqNg(SDFd%bjN|NtGGob?FJCI>rbp$|&93FlPc-t(
zm-ukRJ?+vyYYN3Vv_;GdPUjAxb)p(5@re=q#>rOc2C4XMiT4a+|
zPbD)+$O^&HXO)$eTeocs)pVNvWD;~#HY@_Qm_fuTTetM(n>=Iy354xzO3#PdRqj1}
z*yp9F@$SZKW9vc~mayl?`@3S2lHN?69UZ@#ZCd4j|NJywE->`H)PU2!%e5Hj#o|6(&&?9^@1?KReln%EV(hGdDL{G0lJo=c0}5
zP@6+A^j1fDpoFIw)UeX6UagwuxHvya3yFw0@^DsERFsvO`GSCT{}qqJ5~ND1=h(?3
zjTBJ!)fe$Qu6qR(@Z*F=>prbV+Y#A5Oc(z8>${Mju5DHG<1H+Mx7@blqlwcw3b86G
ziQ13(Z3biTm~T{uQ2jV{o=7lqaBv*g$W}txRajh@*WvL`ahNt28vA;FS~%_kKDsBB
z*RWQ6H;>U*x4i<@$v0#NTJtn}dV1E;)2GD=SP7V#nhw+_70uXNS|)4Q4{)O*U8oSA
zjq&3#juLfcILgEnl5f>Q?%FZlv#tS
zFjr14uJP&apkso9O}ex9*Y9AO=g?0N2o*vj)0{tU8j&=XCx7OQi@LuKkF-W(oMztO
zuoB(x%F7%#0K;l`T}fL{PhY3yE)-T>Ek`c@xN2&4bbH5kJLR~ioihOfHjz(?#
z?Ro1u75Mo0=%RK}T=MuyaQs-NqkN|Mo94Z}_c`faynGpfGaljLQMhsA28y6}i^Hgd
z>mI(!wzu83M{yda9%NC*M230i6Ew1LG$zA|{`yTjQd3v150?xuKV4Yt!D2kKEjceb
zK`p-Nj{D8_!lS?k2M!z{-MP8_#kAGT*o}t+-hEcHR{h`K1)H0j?^)2+)9XWUChiK?
zs|Xa6kf_P9=pOsDL-SWgcVHE;AUfQ!05s7!18Zg*dv&(Tsw#C|QP3Rv<;&Rs(XOD{
zb8a{fIF{6yYSmZU$~^%b#N0erGChE{apm>9bLY=@_VoDnwOir-ds}j{QjHtKPHGi?
zj}_99PSTa2%E-vj3I@EbFXtg3z7!Q*#0u2b|7AOFv#r%()RiexEyLWpk;k+p1^_xr
zCRB{v4{{tWOY{bki%wY5+&r;B`6gPT4^vHq^m&>bIwFBsxPM-grX#~QmoHyF*5M)5
zdzW7Lin#c*@*t6TWROalYD?Iy@LhIkN&P+n0qQ^e2Je6II@UUF#pgJaoS2lf*QpRO
zdGhZ&9q+C2U~-&ld&o1;R~uUepyyoo-J7n-l>R9}AP3Gr*s9MaB_&l8tE#w~exK!O
zE~Brn&(8EGRRH`3J1>j|Ww=$LC&|YsNdpL}q#F5_rG{SiA=$m{m_l-S%gET695Tph
zc7PY4`$O0wa7IW^Rd@;NES>?|*XgG9S=IyQJMH=bMi%F~MRYiQx9;6*oOE1BNF7Py
z@$lh80H6@SNRrQkgM(zj@yyoC6`=BOWn?t1@(ti88j7PNm7LhHSI92;%(!ap#bdvmCZG8GtKN=(`pKr%
zk)@~0PK!d>@2s=}m2b72kx|TH$yX6+txl?Vl2K|Ii4#Mu@$tDcVtWOwlh@m>dkfsc
zs+pS|ChkkVJbLipxqrfW#D>AQw-@Lbh90v7UJ(;}!eiVJ5*}#xrC|ZZ`o_#y&&b4t
z!s9=gPuY#>XE`FdW1YXD8OC8XBjePwqR@0epxzQZg*E-$+S)qkdI!Ks79m3V1ClHP
zl!xDbBF39d`7N4}Vd1k~tg>O^?>W8>ow6O#b_9eqs0?{5=FN5#b#b6MOHtEt+-pO@
z*YzCPul0f)YjuN!9cO+`{cg9LY_^e)RpF+}pm3AV0vJi1Jb4mmv(#oI!TpBuIbj@m
zb23PyD&z$ztANJ($Xp)Bi_dmmbM&y$!6v`a)E`)g}u-tb7L+}74X6Z%d
zt|s58Dmo9R5DN80ke!V-Ha5X1Hprs7cwSV~Ydro0{!MD}
z_`3oF`#a*{>5cW*R~^yFPH$^#yXJXB`opjKr0{pni%t)V%0GWT@nFNQ>uBw}H8eCt
zuUvT!1|qf7ur}r$;d0u*W?5PcqJu%VFPx1lMooE!ro{jN&5I7Z5eXU$&RN*HFu|*Z
zwYQ!RmkKh$XWDzhgRD<$AQCs?{=@_L$K8r@$M?v}%DN(@b}lR|JOG*chI*)l^v@Wa
z{awVk+g)TKT{`5_=7OrKsw2vYA>Tr%TiOTGT6rX2oxV1JrpXq3{^2H3RP7C#nwr6v
zUK|ufhj2wxX7FKGPu#^NAker|*dbjyPK~dipdk26-A%9+(ZBw>*Vf*ym7~da{rYvX
z+o-pKH*2}x3hh{L$}@%
zjV3fSG!l%uoV_n@yr=4-ro-?1n;3=JunKxUE9Tyi2nH!OKqfqS{P^bI+QJ%WX=c|f
zy31>h#b>`o_#2kKJV}~+(&gn49Tv=p9zgz>-H5qO_xG1RU4#A0hr2B%`julfa#SD$
zjQsw+bUX@RSVpvBeDCKMhYV_>yq;`7-rH|(#`wq8wm{V!yOg)V!2#+-x1;>v(8a3v
zB6^cb@*U5(+_#T2s!ybaypR=*I_I@cGOjS=u)AMO-A@e*>s^vQzP^#sc^dMrtlS*~
z0|Wi$6rT~mWdmTia`qKwN70QdlQXKeDjmAwbla(%y{M=5W4v^Uq6&Z3hVV?!o77#6
zT&G@7QiSG)3$X0$E<=Bia%6n-MYxSXxY!rSF-=^-7to_Av80@ls$
zSSZn4LCv%t_hYBikU@wzI64NXZ~7s#e8mcRG*UgEW$B(M0+E;A9bCu0JI3YhGIH|l
z`RsACDNTXo46}(lr6T_0zk=PPEPE>d?bJ;hGMRrfmM(r&`ndP+Mg8}*uyl77q2@33
z%oMYm=r$JCYbk1KUZ3%hm$^J`w_ol|w^AwJ@h=y;ACh>KP1Kr*sDJ&@-^Vt)F<8z{
zaW*d6w71HuMDdmSs==hvQgQY9@u+oKJGxR*Z|&d8uBL><$7G{>qNy&c$B)#Q2U?PS64rRThmai?h^MZqXoLYTx4JBWK@OpGnc8%;`h*$iXb6%-r
zmWgnR1_Ai{pir=mY`=+Q!5^2)hY-O3nXlT9-!r?hgI(<_>U@B@XdLk9)<6FE(a*Uc
zR~xSxPoOvhw^*>KtGPAbG$%R~$sH<{YET>Fn^ZzB*hOUTa<=rC^*h*q-OXS;(ysC#
z>2k6BYn#_I6N9r^=h>2`%RLSN{KkVzF2uE`-+{Cc0sPb3oR!v9>g!=B;!!-dTEQy~
z)SaZ2MOUdbl6@f6U;J<%J-LS;Er;^&lw>;1XL82rd=9_k?y!EAKWmSGBD;ok;leX}
zp7W*JoSl5_5#qj_lO3nab=TUOuea~5i4F&YjDk4etgSpvQ!Rt;A`3bv2ih)@evlk_
z%5Xo9JbJwUSl$^CJ)gF(^6EL^?ZBubfo|PTh-%c@NOT`aG0xi5X>Zjsh*s-1ZCbb+
zy>#n&o3P^hPCTS%B+TW`-Mc`cC;g3mI5ZVdhdT!c;{Zzrd*SI9C>p5S
zb>M7PZ6D|!7V+Kud2eQND1La@jL2lCPb&eGRegV_Wjy0srVEvdf6t-AhedUh>Q%bY
zj1Urh)XJs|3ox2k5!4kg%TZ}6BviDStlvad(a5nQ@*Vofx{Vv?WseL2bobY7lQA<(K*JwMjl*sAYQM6j?x+ZgD(#FZN
zK?hBko124Db%>dT<#Oh+mw-%X)_eJaW~KBvN8$U*q3AR`mMQ+
zPo6$aQsy|u&MtZL=1r`+0)V1ijM7QeVZ!rNQVhIgWMv5rH(UfVi2_3rlaf+Q(k&Y+
z<*N9F?3jUQx^>5naNd?%1z};?wN9B}u(+0ka880~}4ZQbml9?6D~EJ`SXI
zpItpOgs4g=^$kgS?p+l@@gG0_6|0`505X{>;N;+tEj-)Lm15ee@#4jc87N!Hw|-wI
z7llR(yj$95ehj1sEP_aMRZ=3ckWTti=VBbaU%Yq&?pWN~s@a@nQwLs>tpDvGfR>m)
zk8$Nwj@*b=r&$Ro4~hy3-eeI0{|unjMJdJymMJ;Tj7gt6cL$dh3L%OpsF9J83@5MO
zg8&=OZCI-`wA4SQxDMnmSG#v@Czj7*>ZPB%yF0-a^EtBNl6KRbKHL^v;za*8%^COZ
zDi4T8zgGgPA_qz_1#bZttxmXhK2{|~3;?0l7%?Uf_=M{Yg)ni6mYA4WonfJ;qpkgm
z=uUx-6UzQ7BLWsZwWEpps0z@gW0om6G5Vg`a6ZRw9P)tADbz9$sj^JtVj8m@)Y_UP
zJ*jzU1lI5CkfteCeG0&wH4U}F7wM0yrC)jc_%UL_BCrUGL>jVil@bp0MX_ue$?)d1qdUOd!ajHJhDu6l6vXV6|5P*b$yC@pN6ZsyQO0x8eH-Y949znz(8>K+iXt?TZLD&i!^(_!`rbU;
zSBXX1wtc&9niOb(M7nk7mu*NH$S5EAWe2ST0|Sw36+*E~-CB)q+4f<||EOLh_gM@!
z@#*O438-yt{-DhXS?)5fQASksL5Tl>C(#LPr!=9|KWscc;N4)lZRbw?x~@T|(dhX7
zx7(V(7zeP~*h~thHK*S!n8{++7qIAh2BPHA_ijYx=?1c5`?N7j5zGg?566n!zjsf6
za)(~7AS`!B->A#5bBKfT8ZvxG{dd`^-Om~
zP#tpeW&F+Er}XzzX8=k^YeXnMgML5>r?APw4eixa-eq(xzpk)m71;6L$B
ztEd&k$__6`RVtLzt1*grf|_#m@(vg3gqio9oAK6@^-_r+y^Qd2zwo)H++yB#-{O
zmR5>!BhROzqP`aw_en#S1Ee_`AmXe+fC$cu@)QihIxDjTpH6RCwq32o>nU*Qo%55K
z>>kCQedqch?4e-E;z^DVW(~2PJSmO7Q`fqw=kTz>cVtm_{Vz#
zJk>C%ATkw!RL+VH^ybYQyWgL7)a2OP_}>I02`$tw?u2l%f??%N62U20rRmw(
zXou+$yU{XU;~CKl7j8gdX5i9&hNxmf$fg+8%aDg4>b9rH?AmYAmJpEDP%1*9eTvb<
zeAol@T;$VC)QM;gQcwfAAjP~>40#%H(S09jU>^z!2IA^-RH_AWZD{ARYHF{*?k%TB
zbbQ4R<6bYLrP)};WY2W-v^?9zMFcb;S!ImlVmUcEG5(7|pc>*X^tNVBQaxRB;n3yEh>oVq3Ooa2ef6*_8Jyz6hb(%){m
z-P@Qo6lDF|>_`0Pk-grHHd|a~hma}^oHrlc*}eMM>m!TL?pwC?(*<1S3;!MOu84vL
z`lCi^-ICt?{`l$??eBjs>>ZSPwoA!OdD*gMI9z;LyFpxGLBZW&V%VU#%s!*6XLmLG
z+X^wf{T%rwn7}Eb@BQ!o$_BQJ4rVScSxgYh*$*jV!Z0#2Vs5=_di(b6m_&tO(Ayoo
z2#He;sC9g>SrynmqoStmEOe2Y7-cSIW@f%DPX}dK0^YuTd&;1ikc}_(2p|gO2!*f;
zuqem0c>(p}%%A--=AC^#(V5)6ElGbE0@vCNJ$mTtyCv5#gw1Q*+c8-*pUyj&w)&kePVgh%4NG?nwOlbV?(?DV=QUd5cuS6s
zs)WV8$}+FeeMFcJfG4D208_cA+mFiuX=1!B2F<8?v_d2vV^sqL*<{D9xcpsbm$xm!
zFTq=D5`K(iXXkVbv=8)i?#Ybno78@l)?#-V2wVXVcpTG1GDx;|REXDzg>2H|(LV2m
z5r6-ml$PBWj?6
zfXV{f{3n%{
zv6IWc3@GWP+aA7y5NGBeg8{fDUH`NWQ`l(GpOMi~kD#C+gSxm_l-#;&YyRQfz$5M>
zGbeypVvhhQ_*7WP%E~H61Mb$dC`FkSqlvojGaj9dWwUBgX&oqfh4~C7mrU>yVB#uv
zch$y940zUC4iH#Q{1YgN5Im$YK&i(3AIQEutQFLWcuMrY?tj>>t*c9%2Fzlf39}o(
zUH>Os37h>6Jn!O4e;ZR-S|A3mDPj@~T)Cbrfx_a?rRQeSl>Ww~Ig_YIwi7vy^U;_O8=^F#1ruHm
zN|lT;*+xcTHHbU4b(+q{>FM1Ci%LsNtJ~d0;;;m);409|E4vd~JTQ;K4=@e}8|5Q~IxA
z_E1kZJ4>X0mt`xGF+WpV@p##aRY&;vlwrG&Z%j4r?CJ_ba$U~c6^Gfo8v0Y(1pWH;
zC6m*g6H{%`@wrhQ9omrCjhX~$Q2Nx
z3*HR6T>oqbI3fr%h62QZK!&Xt$ey}U$wXKXSQaZ30jZ$H#SZ1pN|Mp5
z<><|i5IBFK(A0%cJpc$21dDtHZI^^{vXCB9!tYY)_wvh;3F{RJf?1&NM}ktn9P)5sUosD{6q!sP)9-`vo<8}dhq7^cO^VhDWZ%({Ti5P%yrDN?*IOV
zQ|HU~0OqCP0E-u)B*dB7w$G~y7>%)B7FcQ0tE=Y
z^q(L~J`fAhC~*mg$jT!|7#)Uh=g#yV6B@6U<qaa*>OJ==(`$SIQD(Sr{T5&tEu5@
z8~2>P0`QocI*DlqM)V20iH??k_cr_kECRM8AxqLRU4tpKU0MiH6Bsn8G-T0XsX#Ua
zk@MngtIZxgtg^XM=H?iSpC2FNG1XQaQlhK
z)no#Q8YQq{9mINt*M4?mzupiS51mLF6NG92gPM3vO%wz=hKreeT83B^@;s3Z+FR~j
zs;m%M>^Bp+n3Ookd$BGOsx~X86a>quI5Vrf
zJsZmJt+@8U(>KrU+O;cVm6G>K6ZNWJ3XmYoZX4Kj2iOpVRp!fe5lEma{bqXyNFC;k
z`Xe31b{#J+j&MujW^pd!>xw|h!+?VHSMqCPW0vrJ9j~LyUavBm^So|cz-cZWt@yc~
zi&c04tXH_{L_r}T0{jj0a0qH8(9kK2Bh~uMk_+ns;=+UT
zC1_2}rVH)N7zj03|4rN>=CM~W5QPn+JM}y#btq2_i8@b-JrN3#1V;Nvm*-33RZ<51
z;P^Zt=J{5`YYzO-MgYHH%Hl0+eypS5(Yg6!qjJNj-@JCcH8BA+O2Mu0+7E8JRU3A`
z2KD#_HxL;}lW8N28{z~CEPUxYhvO*UG8g);SilY>0)UfJOoG$&Rzu11&kK#tq425&H|{m6O6SyfUB9
z;5JH3Z|v*21Y5?Ftw+s^7}(sk4j(>DU?MbCc?1{udMGp%Sv-hjc75mBsmh$JAi^`!
zH!Ww&F9x^kY-@XiR?O#cuTLRu)ftFep4WD6YTbGZIxYg@9DY`2(IwUP;l6yXgDv?E
z9At@&8eh}?Xkley`U{4gui*9DcI}FUjg2ZYH+~s|D#MElT~kZu}LF1@nF=x
zlE!g!fw0aODPU9e#*F}5fm#BYk~kc(a6+x|?$+B+MaQK|@P)1~JW
z4Two_9uWyJ3?DN4ZA}G8ltnd8fvnMI#HObYxr^8mVAMJZ!^-4YXhj35e3|sDig9c}
ze@MvldGizg%@eH_BBU{zu`g%a;elBc`bh*Pnj_=m@@P#dkRTie{2`tqv&kJI2cJB7
zQVIGzFylBsUS~I$(LIJ4(3i5Z<8>Ekq5h_h{wJ>8fxYe+P6Ml=I?#J&-{{>O^fi5$
z0f~c4R!S%oAcwDiveQR13c**~I!m-~1_A4s@<1U&VA9O2n#}ky4
zbR%kNQtDT<_}Hf=-4`L%BGa_%FwM3i92~?ab34t_LV8lud0rllxunJ-b19WOyPtw!
zHy$?+)bzg4fvVYSW)D@9sadUhq4s$n8knuHHA}PF{`uM;$54>s^A8Q4wq-$;wsiH*i&`VwHO91KMbsm6wNrvIj??0KLKC2vz6
z$6zSz5`Sxq54l!zXy(S4=1v#R*qcnge{=rfDecdHWX;3<6&8L2cR`XLtsSb6q2!3Sg48yTK#(Ji@gpP&+^Bv0IzY^Fr0
z@Z!*HX|O@Os$}1KM+o%SuU`cjH#1;JOoUouR0g0Su1unKf;Xb$w^Ugy9)mmUC4tU>
zX0WtgBs2_wtfRX-91B3aqx`pqU!$sNHHX7s%^-Ly;jsA2*96ZKPaS57<9M{aXlKM`
zHU?X1>+kRJITL;mTS$gQA{Xs`K4$SmWJw86|AjJG12cqoyhS=JNifd6Me!yA9&st)
zn!=EZ`l#E)hzpFUKLA#;-ncna9;HPAXXxnc429H>TUH>#H-Se$#H>e;Qpv;zt4~}=
z5s=|+w!Kw|lB0r?s3hyZK<|*tw7l^Tfr8L7K(QJ)(u|wZr4g6%|DZAGduq7-N+h27
z-YlqSPaZwGg81qj8j6P|W!POFK>Y2XEU)5ch=vJdUiR|jd2j-03=ym_PCl-j_!ov#
zwU9pc6Qv}SA`X~vs5ae(q)E{Eb!_!y8x|(M(`1uoequUPO*4@Pb+H`jppq+=5*nAw9nvGg7}wYkS)5A(jEh13D(n3eoNTfnvrP@>c`K{Irus~iuk)U^WxuaCms`j8kqjhG
z!>OrTAUH>1qsRIaY_M(f<~M+yNBQ|1bc66{A~7!UJE`@ctIR)~*qU+YGj(|jp>-Pe
zWtq=Y?*}J9iRJ;11nu;~(u5m`W>FzA*#fyV<@FMWYq}BCcxOTC(+k3U2ENCZWiMS`11D2IE@~rB!JCM+&6z_Mpk}@frYeO*n4l
zu;ye1h^ZITTp7?`%Ug_q;D*pmNZnD0Q;S5_66+mtCW50tAV+)&z7~HFY~x#Slo0<&
z+3;RaN}l-8B^jBXF%D7_b{AB)<&p^w_?y#o=MMh~7_6zI-4%+UnaJh-iKLZEZnYw$
z078r&1A!-}shz;RN5UiztFHCwWBs#3d5Xy9G3lQdqcpPY;<_;q{HK`MUpw)_L|AgV
zd1A$HD-czkbd#4*5lJ)h+)j~+k%1}Vd`3FOa#^kp{qVl4!fCX2anmGA;Rd!H
ziNG_!#P2c8(snd5LYD@@BpUqG!(v!VInR>mKvOHrmyxLaLw~%*k)3gGaCAoJ7
z;6|3Fd9#V88d`y{8wI+pC7+^Pxw2A;Jp`%V0Cy1}x_;FHj8bB>g9i_qH}gWVA&Rky
zb7TiHfrx04_-i9yfn-d^pmKTLk{CcSi~r+l#&aTAKu0Bu9b*iMf?OPSN|-vXXhR$(
zgA9wSGjX+_EXYRvwjpwuQ@D;VpG&+8>61=8S>b-~J-6b-lud*Co4bNvwiWeR{`*x?lo
z7$^OAWB2(RpYxStHZhJ}L{!?QeS#6#gFJ2=OC+
zuA~ZK`#g36x}nl-1mOa8YcnQ_2g>w_nl)TNKMwyum+dp~<7oK#r=yCr
zIdA;>`i6nuQa^X*@2A&fNSrv0J07p5==~HRabYHe?=ZBU%cX??xUncMr%XVR>i=8b
zT{7Pa;FKu8WO5?No`X%)lzix~1Kl#}If(ht9YZm(N-}}!S
ztNw3ZEAx{mU<{nvkHkEW9KeWz$T`3|Wp%mG5_+*M2?`5A@o<+Jx8^oqYlQ|G4b;Rc
z7xA3z>4F6P3((top17>B9THobWC#~T-5YN(j3?U$^7;h-&fk%e=6bq(1vucnkE@0O
zWWxonMm%J&)R5^As&i+iCTJVk_el($cURLZ!1e@qi~3=KN+kg-lQz-(PV3=5=ee6?
zaz2zj>PCjkm=E{l-(Eq)r<7JyVYxgfM-0z@Vf&4Aq)ceCR?#K`uwjQISW^6Om1EAn
zrPQOKFLY!L
zL}yDGf;_nmGf9k-OE6WYZQZ^-Y=_3JvrxOGp(rp@|Dj^#PW@ajG~MA*JO6a+(YM%$
zpij7fM$U{--lo5=C++9vb2}0Nj5D&bqOldQmI#7Ez`A6A1c=3}?p)&S;>MT>la?r4
z81XLQyv$U>(4oObqn1IWq=MPdFbIOxexX#zYugW!c5Wk%lx-D(e9V5#LBB1hSx3qT5@x7cOcIwYK-a8p`>-$jxWj
zvHx-50gpc(_KUx;yew0Eh?(c-AF*MZRFCkA1@OdL+>a;_H8$=QwJ=P-xmdYp>*k})
zehOP2vi?krl>DbZ)(qVk6x;Z@jI1bz{FxB}hPB>1;G*%}qBl?(=qF~pVL-rkWiQztG6
z^c6O_qXGTcyy`kwO=`7LQ2%ZD{dl66ZEdH;+Q%ooSrdX
z_SQ!4u^q2b94*mY;DnvtYM;aK`)3T?tTxy&~F9>=d*RsUYF#
zfJXS;1u;`N>Lqrp%ov9)c+dyIQWDOH5%}m&MX5q4!#3>tUps+7E=fp~i4{dHiWbNV
z5wG;H@|LUHJ|B3vht|;0&}3GyaidmEO$``{IMj}p7~3&ZTd;p680e
zY=ql1@J~}jg{nygbMeF5yKxQqGrIIK%Xgi)dIrDfz4?%+c1yNx4=gr?ZhQSP4-|qk
z?M4KM)F>wek!-N79)J=W{fZb=ye^C*%K-N(VJLjIPl!KM=BSUFIW@Rl4g92D$45PJ
zb}*~^-WJKvulOv?YvdJmurs|LlKbvnNxn``HRt(pas!eW%UBMz2$5|)7GUGLt&Wot
z*gzu^Btk^k;n2hRtS?ceJ3p-FD1}~?boKq6{^Tmj3>=*cTHgadSOY!1ytw`9P(w(<
zbicBYME&&wvDL|US+#b
zgv&XyqaL_k|8M)mI*BDxc;?MoxcFg7I7Qw^K%v|}{NEq`FIh0dnx>5o->|LgG)MOE
zIT&q&5J5(nJz
zNbpcmWw5{)E9_gY?I&+1R?Pj7cCb6oP;Xr5jkWAzoKray0S
z!Ix7<4A$p(NLF^PnDkIwV+dVP2E{pZ^~do!KR>VEchNpbKhY8%rn%XPQ2%#0>?v!?Qaz&KA*3D
z4dxr%37YF*smI;zcH;07BgqU>Gpmi^n-mnv(X_nz*j)m|`Zx7+%T@08du^ItV23jA
zoG_fzP5A8$Y?8NtjuxJp%7d3q+~l$*haUc+I#K^j
zJpDY=$Zgg`;B_Sa!2H|FC@G2CmEQlpU3LA%U}
zx0s{^asdITS$?~KqC5M~ho-Z(jXxbt(i}tYZfv?Odwuq9B89Gcq6*c%>1NShUkp(e0AAJ-ctl~qD+->^^cG?#9vlFq;(cR?B?)KIt{A|oO`W4~A+a7Ikx
zgsJnas@v(GkBr`Z+I|Cofc4lhi}!RpV&tW8#T1FoO)*y0FcIvz_2V|*aQ+Hed3i6E
zAO}v8$K>5COjO9EuONm9w@wxECVms$9XmS8Xi<7Hquouw9Bcg5L%oYB~L~Wi*f^oA)2OnhJ(Re09ouTHZDE6&5Ik4@JqNd(fUeX)vfp-{|*;
zPi55`gLW)axQ$(-hf#}u~Eb&c*isk3Rv>L!E;@gy#yO1{%JZcpN-4i`kEM%A>7FsE0(TE3x
zIVckq0bYeNE{H9suD#wInt_<)^YDw#iw=QC-;h&f^sHH}jI&evJSfp?!QH$NR=OAm
zkSaHd+zk&4J4{XN3G?rQ1?~$vXjW~74FGirdJAup+4%w`q&0Ec1FME%wnL=>i3yNW
zQSh#}I~RZ$z9#d6@1XS-XdtBO-2fehQdNno6}D_(6c&VG^9zPUe#E;D=dtP76s|bv@s>KLje{_~
zal%(cA_D`m%NWXX!u*ttSA>w#biUcPJHUqkUZ|K7*a_g_u=6UMLMQP01|zZz#F>p@
zGFS)c6byU2VRWtlXrRFmDa7*1>>SzN79E$#dj7$N;@sK6#w%%`wySm!T+5#M>uo<)
zf$xXQiV-sJ3G+Akviahk7p4yFyMwwa2ro&HY`R^u67RaXDk(hO;dLk44y{1*#&k0a
z0n+8C+n+sS6cNS<$Iigeko0mrOno)1*fGOX@qk7IrI5ZzI3mhv1xi#P&^ia4
zghp~u_*=1oE$y+wv4Y+#LfK
z2sc3n2|vK9HicA%~PKLDPYy6=++VAiM%9N5$FId#js_$;XYJ
z1FqhNEYeZN+gb{6DZ}ceV3!S8Q1*2jexCo}EIJSB;%9f~x%MW9(K6*+hiO(rvIzn;
zna^hF;kW$(*hcR(e0OfpCa+{NcQR+g&J+7FGc_9YCTHOR8a`X_qzaT5(ZKm!?6DeF9f;{
zKHofSA1S92nd+1cJ|c4-zvXiHkE^kFNq+w$&8Fr(s_V#Q4)?49ii~%jhYPjBxg2H7
z2ajJcZ(%&%KZ}`sbYmcJ<~L-KFZLdC+Ys7M(Pa4dm}YIb8H`(DNMgfrDLf1REb@{%
z7mib{=cbMVCko@?cB|BQdwIonn~+2C7%h*HY9lE_a9fuN8BhGU{Ql2#u$19p>s)0Go)RDQl?$JS-&8VsBqH00=!%1Pm
zhtBiEOY~qJ6&yP#xFByq`i#{?P{yqo2encjANkOJeTnXr~k95_crnWGTi-p
znxH(gDHM?QH-8X$tz~{VGjta%H@?Hz3S;GlxH;p0R{D}k-N$u@%=>*wGGc!xQhK
zIZZW(;1UM8h0sb9+|GjrjPgW?M7e@q@HtFdEL1=m|5s)o*81{W8K7qec?B+pi_G5u
z$a@YGM>k$xHOD4J66C6D6O>V)Z82zh=J4w9JoEDL=>{n;0ni#nKa0C*LZBlMZ#~L}
z17
z{f{xPh~X+feF%dF!uHe3yGbSdDz`jlxi5raqJJ{PGulI8^AiLb&TuUhiG$#NY;XHy
z-lAieWPl$qgTe6%QdNE==|C4$#zyHcB_)ast@^>P4Er<#qN1Ww{8Se$tWp?73Ly?y
zkp7IlOyzKi0wFgTTZtL>+5
z?}Lh`5U`1T1oE_3VRTd!!#>mAB_K^?;DR9%EYLG^)S&zJnQdp}8@N-ISXD0I7?pwJ
zC9vkKniPwFpTppqGxxE?_w@Bnp@4d`H3{oN-oCx=RkE_rhrE9$rP!j+XH%{FqJ^BYk1;XW6I{_XqV{nrQ1tPxWC|Q9RF8iz7F8voE+C5re
z;zWvtVCai@j%y3TE=|H~mT)X1V1$G)F&Vi?9Yh2Woi`;VC8O=ZZid3B=xFfemm2{7
z08B5_vZ3JEw%y+WUwoDRAY@q&9E$f@82}JKojqpge%L?9LM1zDpbH6XIV}G9=O@P4
z&3L7Z14bt_c!ij$so$?Zox^V7vH+Ww`d>kyI$VU04kDNUNw4QD2;pide_md*en~w=
z+Y^1Z^94rbq1f)W3rGMarE$=Y<_peQ%9&Bd{PrIAcZhRYX6RdBdMv{TE3+HG79(*!?=3xHv*UF{-yc`&$
zlr@Vcsf@jUOUN?3m39_sGHbBfFHFtp3DcqzMS_8Pe?
zlXC-sOvQJi=xlXcxORQDI>Td-B2Cl2@4wwM+X3wy<*|jgY!0T^EYiLic{?O9LFxHG
zU#WY+Uw1IfR{nUj*!a)hCA8%uZK`N3aIuoK!3Qi?8K*@U4`gGw3pq+OGQ9AN~QK%^w%XhlPYDhaDnF=SRU
zE{2HI0RmD1H!MR9navRZg9)w&d2t=Il<9JtTn|W+iN)PZ;!`TbC+Lqw9YipczPQ&5
z+oD1-n3_fb4j>Ya>nK`a;^M+=x3{WE@s02RZ+IJZF@~#06&(S!=Z(T^5p;=sBquMw
zq&q?|4BBmyegIqQ4CQR9BzQXsjfbj0hHRa{N?-6!kC$XZhZZ_tT0vI#s=Nxf%?gK(
z|4?k?exO7YMnD`c$bow><)zZj(+i!#;5lRJ=Ti$1C*JBn=Y{DWsAv12!IF1qQWMK~
z8av3C4~AYc4Pc@YCZL8lW)KCppowwr$LjiP5BH7)Elvm3<2`P|qj>~e=ZjdZR=6$h
zcj_n{eqZpGy6-0xG&BOC)Uv~ERsl6XqcB4q7UebZG;Q2v8Dt(m$hF7FFqMXjTTO;}
zZlKc-hFPg@!ZW|frFVI}UG#=B|e#v%4k*HepOzlm`Np87F~w
z^peVWWSgKJfm>w}}gn`P_6ae%8vJ8*Er4WFrn7Bz%*M5MsXk
z=V8`-w@`d9T+U3bh*-Q#oQAEWLea6a>CJ8}#}_LXHHF`8!XaxFaCC*tlRrCIG|E42
z-lE8LcjIl`>(Vs+Ui|-injY7?6VBTTB2g1%1V#@jYv`ycrwOQbsdyj+ghqz2P;?=T
zRqM||V82X5yy>M_U>Af3q(s(GnH!-Q0B@J^fM_A`zmeU?*thvu)QTJ%j6#uLR9#)2
zJn$xn_S0}Tcwq1{AREL;)-?RUzrd(@FlTK|op|;s?MsRj4%r)}=_M0J!zEfB$r^UE>Z73>%`0G1Frhw}ci#l*wH}c9xqU
z!H=7_;7TZl*VkUVP2>|KY6%?HoTe?=5bh2^Uo0cjCo(*)#yM??u%_WSUPH#<#SfR&
zLUOXe>_Hc=2q2k;earzek)D^?GeW-IWXHzN{=^dYdJMWOKCETYhNCp2H!7M_`}6aD
zcz-rpEs+c4iNmNr5!#G7p<{|xSRh~GYc!Vlwgi^w<^K;O^*}gTFdOTH{p$sCY$m+!jxNnp-kV;;MYu#`oya~=K3I2-+
zH5V(AHUAq05wQw;w5e{wsX&R$p??!j#rN~kA@fG#G{>;+oHurZx!rzQbgzG?vA9V6
zhLHky=FI87u$_7bTeAc1J^#ILoam}LC3wPV(xcB}0^EI6_w
z`77u{fJR7n-(B;sot?~WGf-#9WpqI>)`CFLaAgw8N0;;B&|(1N{I81{m{?e#ym#g;
z&gLaGnq+mpvM8sjt2f(C3m9F}Z5E0Cf0}#qsGj$>{rel0%#k6f6q(wgQVMB8lqn>Y
zG!olb#!8dQ5T!_oU6F($P3Ea0WlB3F+n7WYnhZti_j81*w~?25jr8nL34_VB8xd$FQ2%%%}Sd}?$0;|%OevNlflx8zH
z=2g{t!EHBd2r5L!-2w$`pv(-*hYYvT7&Q9#qDL=i!b#VA#sAh~kQ_DQ?0rT}_s5bH
z?!XDXIC%!wH&WJ|8#j^@rio
zT6A6u#R6l%*;0${kr}fw!#NbEw_m#aEOOA>N8g3Gt>N=4<-)?}bq8)$Zrk0|s4ymQ
z-5c36E9Ndpd%xfv3|2AX74W%B1)BGRElscPJ{wfdad1-dN*O^`s
zmu6qI$kZ(lD|8%g?Aw0n_>W@0tj^?O`fgIsoN@a5sf?xQ19Z}VTLhjWQPA{>doAbeS*1+Sa`Pl-|BD>RRJwzf}}uc18wS^1!b
zAPj|(7F~Pr4&`;zC%+V?78FLmx-G9)J}znh71%CJF@C~Vc<#$Gfiv5GI=8P}JX;{N
zLrV@U-t_mEes+*CC
zm=CsRk@JPK2k9hb_n)kH$rHf*|2?39d%8DZS^Qq-*2@0&S#DE>2LA#`EG%w~|GaKJ
zUYg*BUf;Hj}>q*;L
zW(%9h`Um4LA)Muag~bnC=;X7Mw*Lzcy;K95-^61f@Bw2zq-jjq_e0X9%3XhnV$5PA
zofj`_C+9vLw4Ry@%1rneXl9GJ
ziawN@o<8f3+A)fk*e&~>7u@|Z98Y|P|L2v$JG5_#H;oQ?{bMCv$Em@)r{<<+qXJLz
z{dyavEgMUs$Cqv{OU1w8oj|9ENP5Xow03b`l{=`X>K?S*S$F@11>%-4*`h8#RWmnVjr={tI;{4xIEI?LQUG4oZ7RmygQ
zRNmY1o&E`gCI<37;8PO>NXKB%g4Ty$5(~!x}(#UlWEr&0qpt@(fXmyO>{wx`Q>njFQ
z+NRqE_%t-smI#mB;oqN@wa}}SEfj4i&U>8(`9*adeKBuim+LMyCaX>bUdz5*KB{EW
z563l^-o+}DA29XJ%;yH`-z;yE=L3O$YLO&>5^^M2x_iHlZc
zO%<=@1P&E?9m&F^dQFQFJJ!
zxK2>^$G?wr7cy`PhwRRdq+hsS4h9N?xX@BD092y|7K=-zapSKMM^MzTC8mGPckr)p
zG_jpOKbmi0K*E{>{9lJ9Lhr>~F>dXBZd+}xs6vDW)4hZdoc+U78?U6ly-%2HGh(4Ioq0f<|C=TikR5SNti+=y^6i6gWLTTCoCLtk7kIO|6|
zrUFA1`yD?$rh`^TX#_J-JTVz!JgIekv3~g<2MLy*eO2g+54QDpiW6oDhC#Oc
zR}#Q&cX&s|H46@Tq3?CUuAuEOT;8&Bs=A+j0`cM_e8U6sG*0(T3DxaQix*I;M+8t3
z{t(sEd%B+Q1zcp7rH_{1OElO#=_HX#>VRv?Hb`_LCE-Znq&&v*nN@{M@
zEby<0_48hB2N~33!iOU^wzlsHaUP@bT4>ziN5)W#j20Cf*E3Ogz2FEugo`Ym;MVf2
z{5qMS_6{sZEaUrreaQNe)^rsP4tM{rA>5`je)kz?#K)r6r{5c>qF7jW1u82k_4LFu1@x!0MorDV04**OgBo!GfyfddiI1=T01X@HxYf0
z;$8WOQ7^eeU~Qg!IsaRlEG>%km+MpAr3L
zK)Q@7W}?-k_(^^~>G#^J$IuX}N7Q-<8nqWqkRNFf8GVhKB?bG)kqrgCrtRNE!@)yN
ztCPsAe-r<;Xzt2z{UX&#*_sgk*J2`0MB;k3wWJVb^n4T6(@?Ts@Pn~{6l-ynM1D(|
zHSWJ-dRUYA6%OxKDjo4DYv0_0-6!iYogEM9PMsls;QaYH^FGtnV8u|O4IjDsn4u#w
zCJP<>Z%EQH+?_Qk!Uyy7RMzjz6yhM9;$(Vny_r{O1}&8JD#6G|O4vso!ZcuA~5+{z}ayhr2OB
zN1N+hEFu+cy5mKr5qPtjYqRES>P^hEx*IX-8?`ceZz_)+I+pNOQEV_aQ`f~BQUuZ9n6e~|e`b7TE+OAY_
z@0~NPOHJHY{TKRk+wXi3K@m+{S4?1FY*!Q4=C6g0UQ?5=WYYrI;JC4D!T8T-AFZR^
zw)#MB>r$33-1_?EqsJ0R7DO1cu?kUM3DH@y0H07W$eJM?H(u`SG
zI<qf*njKp
zjmjyrU8L`5P;+6vxJ=l+bYZbI?!d^$_HWPq{$=9mH22RPo9jN!+kD_vzmM1Cy13nX
znpt?Vbotj^S&NI$sVQ}}s*KR5P2TRPx@MtW^vSTHy-FR!^q)NKJ0<^?tfJ{IwN?N8
z==o}F_Rd`+3qLgdE}FBcxIU_HDV|VbTui{dhVeyPsaQdbJLd_QD4m^kDAv&Ye4htWwOe
zOJ*{D)!6jKRiCk4x^~T?(M<%?`mbL@Gcv{?>dMZTF#~_46z?;8_H54$8}tkZ={Or1
z8Y(i9X2hsbQ)woY@6#ugBmRb3zSXe7PAB(8e!djLI}Pzy9RA(6x4DzNm)Es3A=y+R
zlhbXR^i(AyMvgRFwMvUIBHLhYUAV98%DX|PX@F~KGJDHJ2Nw^I?QwC6BVw#r@@G2w
zfIAZ&_-pwLI+l_=c<>g$q6NmlW$>!!A9>UeoW
zXPiKVOf>Xlt)C=3)ET2vsu~5yT0cy)z0d<
zvs_)(i6FsDCuK{B45M3eKl&Hk`gXbB#7*nhhd7R&=HW3+PpP}4g7{KID{Bxnmn*+Z
z(b&(BvbPhDO(#Z#8g8uV!#0X*TRb;!p0;%9(4c9X&6x97@%HV_UxpJWPP};K%3A_g
z>*WHetb_!W$ifb)-9v8~3lK!p;WqQ6pu>k>ul+e&&S&v-jou*xZ6#6v{ImPv!+Da(
zXD|7TQl_(tMS2p|bBj$(OgOzxH!b9)^;SOV#&=dU^44bfg!DG^t%TEoOaKs1T0}(m
zcE4%UrZFH=9*919?%ZAyHJ-4-!oulu<`@`uVxg4cz=6p}j!4#BiZ^+6e)S?k`9LyY
z5!J!Jd}6@r(5PkePn9*JjQ-1He`y&RSE9Q_wWNbAok&x{r6#&HS?tqw4C8%^S&o1KFYuAMP1rwTtXc{6R>;jMWhR|iK-jvGk2Ul1(!uZ(
z2G%eg7M*|pemBnMwkd=2sokV(wv{nOYsiENN}{{SiDg$B=V#INZo
z^B!k74>DN$ssQJglu?a0cbsopQo`=0Hbvbfa`YPok>`dO8z=VPk?Z?SGbn9P7--@s
zrmk~e`k2f4=y109gYDRHC#TvR1+vLbY$=P)cARf%*;&!u(5q6Kw$JSZk0&GD?%ciG
zg_-^rd80vJS=H5_$A9^M*+V7u%S$oGP1cNYgJ_jVIN?Y-%*Im8OYVF;CWc0F<*1k#
znIoEMOy-s!K0Cfb<`q?4Qt5Kf)@Com2@?hz87ULF;!FaKnNXt5axW3kDKn;Uk!YIe
zrl1gA{nM$l&r8Rv-o1#wTZ!_Hj>=W*#=m&^QU{P5ZxWbzp_Hic^w~3|DNY?0taccE
zVBi#wU%!5JlzjU9S;{6NnOF1fT%ky2K?j`X;W9OqfGuzJ&tz~Up(SeHz7CSBD)-*4
zi#PP@z(O}!cX1JEwaq^n;NbnxJSptOgbzyUkM
z!=e2Xee$6*{k38UtIi^NG@)HWI@L(hjyLXKfuY)qNz>8b6U$AXmY
zP8mdaVx!&pRRbVfw=sR$joB!k>(@^PIO@3MN!k)Q|FYieJ4d`y0qt}w=$Wa9`fCVaA+9VW`tp}BO@L5$Hq2VRzKn!s!f`t
z!l}wUcWzr)SZ9!e&+DN90o-#&gn9eUC4pr5ep}&qWm9*Cdk4=x5n`jcEj4xIm)E&H
zSFT(s3A%J?JoBP5z1~{fj~}nVjb+Vzo`}KN#CkAx&U!>2Nm{?RfXZdchMp3l2~~j^
zu$8@Kr%c}88&)-R*q45e>nFBcJ~VOjX!O{20v+
z+aBxJH%&N~9~2}ZM>}5g?MorG!y$e9l)-PhF08EW+eL;Eb-`F9Dv4$FO-&)^&gn;X
zDXabF*KMAoW4DCao!DV2F=ddNL_+nuW6EGNTD77Q5+b;|@+_nJ@Z!?gptM^}7*r}*
zmg5qhgeN9$!bVMez(02Qzpi>GQhiLa?WwtTb~_nsB`N*gKn
zZlv$`Dyy8FRIO&r=%uRKgM7p=yf^gfvk_(h{+;`;ui&59xqJ6yKR=^J?e=~DmluFp
zP@QovtA2N~vy-bRHIF5qIWAu8#ltJ9nA-!KD4W!Ll=p93?e6dIuO4HSG%vNes_#k7
z+h+hO^HPtLt#DnkL?lJhnHx{moCrtx{?#MGW25><>d2(>W_WuWV)LBK6=g0pkLb~p
zCwES>4f7A-Svh_Bw6|g)N`mXERpI=dWN!V{!*?D$c<--ieJ+UA8a=|M1TzEI4?$5R
zJ}!}SbARStOOXV43_h-HwdmaP%lF}|^Osq9GZyM$AW*F%d|z;Gu8BtP&dli!f=I8R
z;{EVARY4rYrAu!mYZNqug@kkzmx}GlZHX+4h?=h9=dRe$$_z3WH@9F$=U?~kE;)1N
z45@pvg@r8h8#{+h>A>I*ac>Yb3hCsr=FT!j#D$)#506en=IejhFad1h?d_d+>(;h0
zYaS_Xi#nn3yc#oe#hW)<3H>3}GG?Z}z7sggyO=P@*`xcXzqqASNVt
zq}hHH9~p-5GDJf|y34l8RR8Fw#=n36=6)5_T3@fTin5c6M(z
zS1m6;qavU*O~Os%A7j_t1+j6XsAxx|j{v@0Y=%$@T*<7$ivhnUFi$3G|9+f7XJY(GDTV_rJ_#96!uY3%syd;#HG	cZT$EFIPHfq*JL-))fMt}x|P)p
z3}4MFZ^=Kaxl#=>udfVtD^`^3+_fv%A^m+v^Q@+8OxMqE8PTT;gJtUD*D+hP+W=i@
z#=o!wJC8~Jp6r=$GQGsu81bco(mEfrNX}<8V|U|4WHtkX{z!XUPA8Ak(RmYH_3U9(
z;t8i7>Q#|LEF7pYfE67WhbV&*F-mXEi?|a*fV6|eb!D>HPJHEgWVwch1_3!B=cFW_
z>(&KdyEch4sJ*Ugy0?!{{6HE#pAN*0tysA
zF5wNq_ek$%6lCJSF*-sPEABRmHa3>DEaQ-y58itO3QJrR#4=#THgN-9yof)cy|b5N
z*{{9Dts(Fi7+RDfFsV!KQ0V@AVrd*WsT@TgJJE>qJ=GRCM3CX04ma
z+~4O|z_ct_Et9C3O_`AcFv{k!)ZS*EA0HoYN7zazY2w`7FDM9|m1uM@wQNP(!El}T
z;0t{51w{(tS#D}-awn;UXQg?`xrav#GD+lzvbHbp^#v&9PpAYgP*;_alf3JLV3qce
zb?;Xw1K#eTMCU^&mAr033UFudJ*L5`)ar~!AMJS5pJ%#u6xX1%v@|^Ha$s)g)h?h5
z?!nd1PZoe~YhUM@a5)af#br`zWW$Zb#>e01>Z+@YOU*>weArp8{o>q!1Q}^*?ZCjm
zSgIUF_f^Q?Gv%ev1L6XVOOpAPry=^TMk@T;PfXC|3aJ|V-4-_w>}Sv9f@Z@IokHe)
z-zl2ZJ1mr?hS_A?wyRGwh`o_S<1FIy0KakH`eqn7hg`IP37FEwPpwy}vWS
zps@(#dy99YjBughe!z^`vpvK=bL(LE6|Zt2=^VI)wXlR7c9+TVcY!VK$JTC>Z`|@b
zaqGV3XE$z`pJy)BIPZEFaWVtIp2nsWgYLWstc>E-^A|71vC}D$r&*^kO?CrM;u1oP
zpX8^JxEhpVPhoUhj{by;irc%lSJT(8ODGpS2v^I_pFe+^huP2U`p<8apE>+_HVD`u
zW9;zZJH$N)9&BA;W21e|X-?OMs+4c_ZzjhkBowO}dFLr^IV;Edh4Jq{e=bIpn^dUy
zHrjOV>cB^YE_VR)=%)I57q(ojA{WbcHRCDcQogUPy~pEPM0~I#kg(4{W9+zb<1UW;
zuH}#(i{g<*gMSVrSjhTS1eukkM`h-x+VJEXx3{hrzn>O+w|Z6hG7o+~b$nA1^={Fp
zPoJI=Zkyc+;zojb+NvcV)yw>M1*yc8@RRP>&_gBst@<
z$1rCdD1~sM$6#IEedPgap{>U3dJ~cV=H~h(C35P^=2%|o+c`Lhk6nJw!4LUVFe_|E
zii(N~LV7q6ut#ytT6gyl=H>~ab%ds7utoBlk$Ppn_SR^P8r6V~CfKQq8*BTKU*3HD
z*qLXmcBWC!v17+lUQ{qv)4RD|T_Vt)peGsGoW-==RnO0NC;#7~mAnhtEM%oiyYts`
zTuN%XcfVJDbB7nKpsW_gtFveO1glw_c{D!!i9({y$|hx#0A-2yvt9F2L+7PdeLOd8
z*szO%?Z%9Si1_;TYf;K(N}hpF=|ZQ`dV1MODhYFt92ntZqy^
z29=vae>QI)Q<+s#bAbYyJ@=ku|5xQ<&}tCu;yM
zUc6ZU(qd~`abJQ__cJ8`O!RT{b?bDMRa6E|?C-U5i=@7xVJp}@W4F7T+q{)~eL?6H
z;%Z~ZDqs)T3PU$P<3LpIjeCczv|_B@ynnx)r(^Q4=!R^GX<1z>0yq;e#3vZLVAoY?I{Gx`gQ;M=YykJF>3p|X`%Rh{iW&}Za=!;XTWffcy8zPd-yv~wCN%E}cV
zKZXf{JP#LV1tc>ZWfJq^pknoxZ-EEr?o4xY8!V>LR*+L~qNjP)JRYerY*=H$Z^BRo
z_a4Lnhgre>rhI$f_0h(^%NgdFM=9PCXR+!q|6K$v*wVpv`SKBhNV$90iaqZN*rv@P
zNkt7K&X%U;uH0(AMbzHC`L%Nw{5W<<*X{EFF9RKph7oOXS=-JX5+C^P-M9O-8dXyj
ze(ivk!(L;Yhfv>LHPGP~y?cH}>Z3hK*6ouZ3|FmMRgc{97KPfJs*+*%S^mE^ZK!?H
zok>c=6LYmHHW(H9`inYGW^_1-F>;w`;
z}tB;bq!BG^4S}ZDVLy7e4n3jhsxCgoQhTKZ`G-xYOw!3
zgheR%Z>zpp1jjUCGE=ju<(%ppCb^gaSTy6du&7DlvK6?r+jxvah@LP6QhkChR0Yz2&9f3
zR%L+eKe5_G{ZLU;vnx2b19Np$
zxP3*`I2hGTTxbfgL)d3uYOSO9)BpZEIBmpEnZ0a87a9dmQ@!Qki)whGWX%C4dxs~?`t%|-tEOx2yZ0{2D&^nWZ*w9nIwl$iaqko-`RYL0QcxaBEJ-h$M;z}Q`6m-RhON0L!sJ|i=PSw`cy+QX_COPNW@#Dxj@`S}xkG2o1)G;G+~5x>YF>|$4~&Ar-V{i?{9A0ozdDIhk|;;TcJ;NE|o(VePkOR306V`-=2jB;)
zcqX}-9VBaBUyoq_Xyc}o(&f#~N6@@4Zu+bgX}uia19)kE5Lj824x9b&ay?Sj#_O9<
zxH#v6d2Bs&tEl?^!KSC7V_=F%NmHmfTDluH{5mx|-p_bUg9B><*5}4XeiCwNbYTLNSvrM^OLPa!S#Wx_
zx|Q-Aqtr3OsxBPurRkGGp{TB=CLwzYUh?~wm%9nOE?DDkmy}G)aJnWjQu;7;$`lty
zlXG^>VdW%7*FO{}679ysCnQJ(OsIH)e((C?P
zI0aj$t(!1$A}AyYSjH9f3qt4UPNV>R#UFm2b9;%dw5)6;#4WP=yU3n{jFmYe0u|L`
zs`!)L;BK>)m8dd2q6?fLl=_uJ<5qV8%}UOV*|&T5hq6vb9}nNVaIc{mcV4%7pvk%_
zIW+vjA&1Zc4)5posvtLHo;_QDBkbSor89`cB7U;7wX;}7AzAQwQAT+(?2}yAu5VXU
z?u)O`OhqQKnKgaXs8K#DiiFKeLQSKO(P+{Mjt)-Vw1Op|)n|Kx7b^!j$I4wQ@l*jNod*2bH_B0nWm%bOyU
zBMG?*%<}Sz0d|$u0jrSo{$;xn5nW3A)0VWzp)2+bUp~{U&FXB>RHu>HVm&u*+@>Z6
z-o1s~^e+OUh=+pahxiCedvHKUmVCw!h8hLuKmM6mnRWEg-+`4qU3dYt*5rf<>bWD<#~{O0rXB+Q0s-p@%x(mxINhaPOdbGKS+U+MoN&zpDl6v6OAAIAf0$jS
zixilJ(5X?i^n~rHy~xu{2RK5-F0xJJ5hUdznred~H9MX>wBIsi9)B~5qJYH!nK?Nj
z2M+W{q7LPYI2G8fdX2c3dEtV=@)M>DY_{_c>{aS25vujP)B;LJ4#v-dAM%gZ6*Nr6
z5+Q9Sl1jef+l@a?r>CQ?cvANn-|_DUxlfYCKXJdp%S=Ae&N=#Szo_y%r{b-&zU#0>
zM;k)5F8$F*D&MWNhrE5=-e$lV7S)NC^L1s6zIm()5WM;86TnJC&x$Zw{l?9*XL_ls*=`sXzr&{eDYarF797hE}T7b@BZ0
zr+&Jk!hwRmzU8pv=uXxf4~!#r5`fuR+u(ks?J>pyIN>CcEU8X5q>!WL&P*5)lu>Gd
zUf&CTl&&}@yH_Dx=h%r8Z?S0=!V?QQVabvuNAL^qTxjd-PxbR_b^mA{+WNBU{d=NS
z2Rebba-W$TBZ0Kn7(Uz`-+^Gji7;NQ?9>=KGzkxkQJUtMF+G_vW&t2=`Nis136>5*
z|MFK?$G2bGOg1_hIOMxRY-}vz)nxu>P+CM^CT8r!e4(zdAJbpUBit1f!MS?7+8$F9
z95EG|8DK7hv=gtH%?fb{?AD3yFGjoY%-qP{vP(|(X)J!)UX)$
zglIIFK6DKziw@2RoJJkBXAXUJ_HTvu;@CS&gq#I5>m@I5y;3tP?k>1@rH~@w;mkqx
z2+!d(Q-9i=(tG#nS4Bmg;Gqmz37M}?DRcjjepiyM5Hvv&Mb3--_o|${HfV0D4OPZ1
z^nQT|g?2}}(jGT%JA6HikVoc#Zt7!tk8;_&a8KNG3_%}H^!t51f
z?^ESkn!>KMhZWpr?&M~3fC*h_+6D&IA1@oMd67qQ+Y2v1Wo?#Gj`@J$WMA_zl6R9`
z0v?|XXb~DBkIt@LUC2*Kz=Nk(Hjkl*+l7zj;-yPTM~?>YXxJTM0I|h_&B&f|#rN;a
zD=O~f2MG)`#sw|{S(~;exXvEJpcfS<2jA#>ym?Z^w=+R$TYXl)`KkX%Y-AIb
zf=@UWaCyje>o$c1DzB{E4Yl~`^XJGL!4J3Hex3L~h5(_w;4F8=D~nNAij=Y)Vy%KO
zWkDSR65fqDk!}tdKdDn_LS!C>e#->rMn%b^3-+v({ui4B$kWiTSsTVp4pK+EP>p&W
zV$5Jo1AZ|2d^1@`c9q^c0ltNf1_7&zsv%0$iVq*;0OveUxYlFW#z~CQ=0wNE-7ZP}
z`M|NPT_$aC2@93fqVEu}O-p-Lo%?a@@@ip6pjATKuh|o;Pg6v~|JL{6K<9^b>aG;p
z+UiG2OelXSy<*N#D7JCahpOtYcb_!#c~ahuZC!iy?(Js%O8TUdiOuVeIitJ2
za{F8YU~zwQV;jCK3&J2HvctIS{U=>zqY
zirv5INYqA-?2JHa0etsa;aYs9cW9JJ(f`)W+<-P0eVT?rP-`!HpzMcDR2%}>*)T{X
zP%rkl3ceL-JrtBo;wsH@pT-kxmNKuwY`@fOz>
znP3`k-qL^|&*3)eeFJX|1dcH0&7R%kb-mQdnzg`4)&{P4>3e+~03YK?o5JA?W1sYu
zmm@K(2zMOp8#W=fG0tf4%U+#wv#B}p{;RWDVfUEa*4`xJd^)tm@e|q%
zy^;bnBak|4c!UcB2s!rl-Mi*KKI6f9hvj^Iea+Kthd??(JA%i-Z^2itOsqRVVy&pH
z-OcI&H=KiZ*L?L^Tj;uWZ6r&*L;)~(Z~b>J+56#6|Ja_=->G&7p9wGaWPKVUmJ-9J
z%n?(mSj9@uDbuFSpEx{2|C~bvoUstnh``&)ZpgK4Xj-4hjlT(&XsJt$vwDH24hWJ@
zH4Hy+gS+UQW>Z;nC869x%S$()wb|it`>4GKD_0sfS9BCOji02Ks5VB$Ds*^;GF1xo
zdJiOo;`nF+5URJl_Q8p92zM(*7E@ch#|I}@~yASq4>J&H4D9s#@NO2&5Buggy$;am~p3dKLikZz^3Ml>v^wN>@yxsQH
zEigg_^33yOr;Ht0SvpW8f#pWb0sk+;@xitCnPlV%D3FCvGXy0ErpH-1{`Ro>X5&^->Q`Z(THv;IvrbGi)e%|X
zoxziueOBF!YSy!$DH7Ukl1|LU^T9P`2C2>03Tn^uxm0|=azuO@(@h44vVfd_gi+K@B<^i2_?q*-S`1FW;4zwf{5dl+J
z_+Zmv{+M;p8Jkfj8_m9`^WF(cS=X*ZP}^Pi8&5JFJH^7{C=i3^Ab7`)PDqTI=q;$}
zp@9J|E@~nV;(LLVuMbN5T3EC3bIqX+j?oxw1;+;U-~99E4T7WY!P8HcuQPX=w%=-I
zYC)BLp`3bXRDX8M22pwE)YsP+C33k?GSC(6F>>tQxwE2Vs)a>1!S8r^ZHqgbR9uk`
zfNuv){znTHdKC~jo8_G`I)!l#>By)3R8)$A0r#oLT2^BB%frZa&~fxKMuv@W0bJ5x5y@c?#k_?CVMwraP^?f4HGBoPMge~8-#u^wb
z1CqIiFZib7Hn0wR$L{d(B?vNnVp^1EAQj04)j8mH~ef;+G#P|N8QLpEmD$C|yjWv^hO1$ZwIMKUajj!^f
zCwA7E^eO^9wF?zzSXsG2=V~E9>DZQel&#RuIeT^qBKR=9=)ZsMm3(Ruy4b#Bmn5Yt(_E}H_a&A#Ml>GE!S?iCm7E6#z9(#6&0
zv2x`-%ABvQ&Z_Ex>-U>ams79WmX)0?!m84^Rn1S=yQzqLE=oTU_}nS+;C4fXB#&o7Lb
zv-r%OvVBTg*T+n?>_y#b<7PEs+fqpAXn6EGDnbIcTScE0QoHASxNhCs=pu4TRq>LbI0gX*}
zgiOWUEfG6+<_T2glHbAU>ot#Gwwf`x!CG@~-8pV(pYCIHZkc(TL&gkEorvLbI#asZ
zh02>do#bH^Zc=K15Tpq-v_ZF_u=}5+9N9s5cVo~9_RQ@RI6>1CECDz|aU10Swb#$@
zpLYXYX}s;ilIWd#_H2)iRuGW3Vy?fyN7w(JJgcnJ!Hq9}XAHYM(CYT#IgbD0!GI8p
z({}Cf<<+&_aPe#**;c2e_2uDG*zc5i_@8cU?r>_>H)GRywYDeMgX9~l$^Id@J;f?V
z`f;{SbCn9hyN%c?q2!n3(M~257K990r3hJE5kZclcg#NVcC|llP*F@VTx&>3na!(z$%e%9XzgRAf8*B$RgOC*o8ZG!L5!r&0RQ
zdUvmX2KUM9$Ct$fw+<3f2z~v!K?G+I7Kpy1i=qrgl$sFoz+co%Z%4{NYo9y*TN3%@
z-zQf?EEN`*x2Z~-1#wCg-C@pU&p2M{05pLSzVY9GEm`hTV(mD1JAeL={wI5?Rn;Z?
zYBnH!bcIQR+DNo|K><-TFYL$X=RfQ;vz~srWm8F)GR4AxRo@>|%Q=*6EgNxm^ijEy
z=50ohC*skq`5#_g+x3RDs1PY{>GxpiY(8|f@c(~+A3Jo&jpl8flrqx%@CA$yi7LMRF(upK{pO#scMtBDCg-z}
z5S#z-VQ=Brp~^c_x_m`?_h{T<6l}>D^Nh}AzBe~iud3TIFRZiAq|T?$fA0Awvs94L
zPM$m&#N*cUW5yYH4;T(^VbT7P^V@>QYJ^@57c?)l8D_OkAdopPyx*XhfIne9{2GQ^
z%C*eLeIkeYgv;~G{P|&11!;w}p2^beU4TAGtB&%22K=aV{Dr`P}f
nXa1mZUb2kV{}2D?FO%3%D`tKOYr{!f$(|>

diff --git a/images/pairwise_logscale.png b/images/pairwise_logscale.png
index 8e75a2e81cfa10c7a4088750e6f654f1665ac241..e97121568a5c6b21993862c23c43bcaa1e152f2b 100644
GIT binary patch
literal 83173
zcmeFabzIe3yFI#WOfWD|!~m355fr4vKm?>i8dO?Py20)OX#tgPB&9Jy>6R9iE+wV!
zm<#uN&wlSd=iKwVzkC0>>w|8Ean*;Usw2+4$|iG3Y0#N{3`w1QDnQw-QL`RsoAEw;&&s>
zHd^U#&L8kwj4Q$GFk48-%K2|8=C>$+zCH8c|Nrj)?J+ofzrslA)TzQnd4t~{iE@Wj
zWXx_pc0Rc~+Zg83YRWLc8H^*gRVG;1XR4IlxqxCZ0
zargFZIeqkfsZCrf$8q#Z>!CyE3Lbi;
zr>ASXj4Dg`4Eg9E@Ee$75Oy4q^I}&%XxpbIJY38>AxBRxqBtK%S)-WaXye79I&h^m
z-FadtT03WQQC@;DuDilV$2H0@*rj%--uBR3m#LltCbw#DE{$zk2%o|w3pP?HiI=;|
zcW!xba`m>ua#LgdRmo){G3!`P7ZwyqTx>|Gm>liBSekLE?JBEmP^@i#LzHHQ<EhF09UTbDNp$O|YE`K79FYQkgeKmx13b^2W+dEu$hD_4W1s
z`_J9HdiAQ(%j3)G*%XdrpexBh{QhkpFpE%2FCKZDJh9`l2M5T$HwN-@anis_L(AuGxHh
zzdUQEjvM5S@MTz2K4QCl8jMri^5fnGwa&
zf#$}_@y=kkTHpQWHf-A#8?TiWZU5_=p!4rUEUUPL+{x3XwXyOA4;e2GJZTg;sTgsl
z2D3L>%v%=eGBx(Ouu$&Ft`pUm7?-)3@l5M(4`*j*X32m<7Am&3Y0PXQBHA;Pqsf|k
z@XgX|NBbMo^ZH#R9&L~7>M~M}*F4LU{qyQwdX8{%U5#lM)pMOQYLW+9)~`_@W7-dS~+M^sxs|j+Y@+Z3`$Q@&Jdfwkz@7V68
zTK(eKvaIh<0v0S9=v8|rv@9c9g=I~Gz|GlbzCRH97lV?`ufal
z2Aa-d9F!d$Gi?W3;y!uqG5z`VjdyOy$p;?y?%h*QF?!+dPPuUY{9X*ev0H0uaFHpO
z+TIG)9I|K;TFr3ql(x3EV~3xiQm(VZ%uo@}xG6v_jb3PenyVDaKW-F|GxVm<}yjyx8~iQ?_%TKYvcj
zD2+S7%PWH=9L~UJ@yPM4pjG}^qG>*hSUMPc!_=FquKWMCP&2R>g(*{Le9kh
z9raQ=Z*DfLrfeDQ_LOd`?;lqy&dtuqU>H(tdR1c1b&S2cMXS*;HrQ%mX=TN$9HUZV
zJ^lM~%(A+Pg5pgDv4BbB?e<&!iXPpb8}mtjgwPT8nZJ+JbBe`t}Pp#n{Ay_
z4B)>QJL$!ycrqbxHuFr7kg=UWbKFBF(fGc;zO062W<}my4S8;PWIdLb%f*~SV5s!g
z#-+N=xw5dZNPa#$gqzzVDk}P53-8BhH`I&`8#j7)It3USJJ{QQ34CQU+{v_cYs|e(
zJUvWvzi*WsmQ<)ux)A3YuN39cJhghuf#V({d2=&^4@XP;j!WfY2#J?Bm!n2Z%GRwy8mm^ECxc8wnA!EI|S
z*?}}tJJMa{_3T+Jrcup%)Q<$B!x~e6{);B*IVbLI92y!*T6`QUy&=`q=j6j}QK%-8
z9=Q`8TQPMqt+l3-IRO8hcku_Tf?N<*QCSU%3@?vvlO~>!_?pOd~CHrh$f{rSRk#e$u3|T)|=Z+KY
zKJ-jXJRudn5fsyg6ys>kjHHgT-~{CC6A}_dH8sjwnbs9Z&B|e?=_Lh@-ecy{NaL(C
zMefK-cJ3SXv{nsx8c;A@yXB-o$Joe-bchQa)*!Zen8jj0t{0LGi3I{$1rSj+xZP`Ym0x`8fd(IIpp>vA>9mV^Hpq
zjxqxbWyaX2{^X3y-*2{)C=^+&1_Z8(;7n?C9r__DndBcxppAp0qX}*?T0Z2a@?5Li
zoK~yrRKHg9l*Q1*XFtB|{@4DP~t&;>VB1ckL2iyLPRhZJ#feOX!l78;ww}1g*Os
z<40yT!-=S;!)YG{ZF-u<{Fz*TzqoL+F-}Uw)6%=M^*o%T||(oa4AY2A(M*SpeNU8{nGotWD>
z^`4$zZZaStCgzUM4VqZ&8?H>hetmIPK}mmyD+2y0P?hWNwq;qt?K95&05*y!zbWR;
zg33_}CnO~$PfJO8j&vR-!)=#cisZ#E*;5g6tK?PIauJObqn)0gtYw2AINZ_4M+YZ0
zDHOS%^AS*4RmJBzZ6A|{blU4FEAk{bI5^X8(A+oy3CVS$eN)k@9c+fin&;1ljtw*i
zBuFI_Y^ML=t})O;L$cu`~5xi>R1UK}0nKW}JArk}sRE?%o@Vz~3dzRjFYLN>j%
zGRo0P6;6XWKBk8~k%Ta{Ex&RH1_n$TQliKx7I|bH!2!KYsv}>7hBC*gy?Wd81v$>^
z>C;e@wMZPo+bR3!+m)wfW$OYga*b<5Sy)c2+{9g6<-*e4SD!rjtAOcZ1CLf_sFV*k
zDc|duky~_7GyHiCAFf-!9ynPbh1cS%tLff!(>m^);nE`x@q;z0I$i+*0XJ!x%ApQoN>1jp|EY`h%^@tTm1V7(y5w<{GJrdR
z4nv^;@B_a&2{`od@JMkOHW0@99UN!Bd{MLMDnD8#I+q=mHZwJDiuE!yI-0sX>}5#E
zXvv{gqsmZ8f}KePT)*dx5sH^%PgF#TW&7zY3!UtmSLX^gY}gQ*Y112xOCorNTl4jE
zp4{K!NGFvDd9JM=rlzKP5!uQ}we;)Oy(|qp5`*_XAxZ8Zp>OmhQLhK}FNi;431vE!!0Jz*KCx?O
zzix4xbK%m-)g-6_ZvfTgiOIdTbamzQ#ISO>^cF77*K(IHU&flbnmae^v}DPWc88_j
zZ*&V4b*zk(kz4r8o4yRZI{APh3TeqM`_`jJk66z3qO4Lux?ey
ziK=j!)QgS$quo^!xMcqW7w+ax4ICNmZ&U>tQ1oP#iJkNTjn+srlUGyoC27{zcQZLd
z=`(?z#`J_x(ecljfv9(E?Chsmq`a$v4N;U2#%X3KAavz5HJ^pc1Q^uhA-Wm>kSE9b
zV=&0Z$m!~@^lxZtY94ePF_OvyPT9MEzr3vQ=u@n#krt=H?yiaugy5NY-bBl(pb=cr
z5!*gF@aoZbw4z-(<1GZ3Mk6?)?FL)?g`Lt$1UlR~g@mRbo`VXr?VWCBKwS%EZqJS#
zVmi*hZq&5wp}4>Oj&($eDXD0feSyqp;t5XU0}Y9K*9d0wdo%KUx>Izn;>cij2vSEB
zstxT(OKJZ315w}`q^5&p^mkbT0&x3Yxshf2HGe^%sGByhj*T@Ng|cAV9C`StAtJ&(3#;1Ro8
zKvfH@yfm@F{@7JZuPG=fY}10&SGZ^_pZz+LrWYUxc%&&3l1XLgosFDo&l3~(#kc}J
ztnr5@nx
z75(LH$ILKFpz@jE*s%>I2`y(NCFL_L+pT~9)N>iBkN_A~0K(#$$(@}v4Y+XA!x|V5
zsr?K+hsskQAJsP^RI%{u3%k)CWkx~kQ%G4UlTI8fXcxxb`f_Le9wp?209&hoiHj%b
z*_FzXHin#=$wJi0bDdCRre29dic!TbL}*>bh36DHUE%jceW9hL4X}ldQS{46K1zW_
zQXubgb+mGCQ14bGL4AGwfr;t2S1%X7IXr#m)xZ7yLwDQkd$m7*?_Kph(QZ(Cw70Ho
zXk2~+03Gdq(C-TuF4U(O8W^ZQY+Y$ZQHfFELaJ)Ea&dKa9k+4Sdvo}22l?xOmiyMY
z>2v=1dqeo;eRD1wZqR037JW}h=vh|#WE6r^9-qCrrk+bd@xm+d&8pa2YAAQ9K;v53
z_VS<@sVNrCnaUp3&yQZ4%A8Hqd-ntR4kYTv&6_QCsnn0XRz{-v_U+r#prC;+1-X3R
zE2DJ1^~n+OI(hN5BER!1y}i7`fGc7U^bn9JDCV(0pQ$$>4wuwotfjc!5)V&#++4L~myV7O(wh?KS!JYri1p-%F~L!>*#VS_MPd~bLJ)VO&77FGo
z<$+*e{&fBTIP_jVK4p}24@(2h2aHEl?rr2!P*?YdFqJ?e6RBz3c@UulRDH7H)j5e5
z^)z&3FurF0b~0)!SQRVI&d0|mJ0m0{bkMkxS;qfhlsm`#D8D|mSZ(hrwXaTC>DSJAvd{F
zyk0XJ=)TDRabdk3^~VAFfY+izG>LM$ShH#j5YQlp?(0~-zC)%--u~5f>J3sT|4~t9
zxqit6^b`CR7hXs}88TEy*MSvYh@NQF8Y0pjKYl%==#wYZ%m+-O+5pYhQN_EieW86C)SVshYr%&d(n>PS3Fjw;J5uvg&4I>0yE$bDIh(ig(JI>&Ye?l%!a+ig?eA#IU65w0wXas~pQRkwMct~+RPSShB0;3SU?TeotAR2WS_bKqbzj0%O6
zucY*}WOU88!zAHDu_{DzUa(+6Pir1l)TnAe?vp1^AUaN>f~Go8Sdwr&ad*R$yu3W|
zW5;Zu6=m_Y_5jtZLfvIH{+fS9g|Bs5^JGYcL2=1BD@5##Teo^EB$&K_rGT8n-oHOC
zDG*$rH#^F+Wa-k+RaJ@rgcaZrR&jf{xzFs}xpQcE*we?yhlm&HEsjzUmK_|olVSVK
zp}%zF&rOQRxFr2UfAg6f=?<~Tn^EEB=Jp6x)pj^BH9n|{JF0O#i~hsiyLUZsp+t;9
zapM3LQ4E)^05T*B3*edhB!m(zR0SnO`qgXK2shWtusq>3)+djH07RTquIe9i&74p>
zb?Wwk0|ySeOj`39m5Y(u-cItSg;NQtYWJNzLFFiQ)e!SRG&K;9H8^~VNe%nOFNsGH
z8EF}FU_Ysjqb7u9;U*^svIbK?FA2B<)3mg+%WJ-5is2(TRwYh73=Ibr=%tC>mc+JojS%86JYx0
z>JozSfvQ*_dO-s+?fdfT?xRO_(BrsTL7Wlz(qNi<^bYuKpr^lJ=jV?pfWTxtkpcOd
zs-;7aH^QeJ(VZZY6+pQfpl%h!RxX$I>(=38VK}D=en*(dwtEjA)F9u{uU-4XuGK}=
z<7r@E9AtSm@Umdn$tZ36wk0v@LxNV_9i0bOu34k<;VwPb0u^l^X@6-}04rbtDUg>Z
zH9;l-vo&Z+Jl~|_EH64Yoh`N}=?BrBS6hkwl
zoG6pvUdN%OdY|iXA0jaL@y=rd(IWH9QFr;yug71$e0dPeJU|E4HKltB^Gc8+k$ntG
z{KMR4hlAO*GE+n*eyopi1%r6ZJcHI&>WYNWXP3h9MwQOkv&koK(K6NYmI<9(uT9k%
z2Ya_zHA?i@rkT~hM1qS!S?1?i+|`_wuAXilhu?6pv3=@j+Ij4z+6`5Y5gbrUp)@xB
zs!HgowK73M_0e&%!6KHIFIRwlK{>IGIjaj?q;g{gJ@CH1O({gi_KuEll;^Yf{6T}_
z%@b2ojm~4_w&c|IEn0bL9n@DyWo1@wz&c!Kla6B%*W%tGfsfW326sP^*#4@==h-vP
zLx&D=X=PTM+mrc)YPpw-O9p4H!<_GtMBid~Mp#ayA;T(yISSRm_R+2D*Y~oqNoLs%
zst^(PVZDZmTD+!!B#N!Nh^k4I>ubi5i%m-^Ske>N3#>Wff
zjW)~Z+9y~x?tvgUnpOZIfVQZt<9UCvA1{Nbt8@H#X0tY!0Yyx2!=_CUuU{X|a@!=<
zCXOpwzkYoPlmH1I`AF!A9AJ_lvz4-b>OQBx#dp1pnb2PdGVQ47gn@C
zr@UH*44HbNXd~w93<^RuISr(ly%64@Wu*1gy*#m!a3}C{8;e&Q$YU8aHxTu^R{lriT0-yJB2_Z+35`vXwsG(gF>m3n*$~6OyZ{99
zxF_$-UpRXe{j3cP4D4iuXlJXDdxoy~qo*fY#AQg+5$H$ypo}8UYQ1#{=_YQ&C5LQ&6s`>zMhfJXMCa~OP;ff<
z5s^EINCLVSbFRpTM^!<=gUAl(VRcUU+r4XT)v0W*dDg1!)X#Up(2zq&s3|FQ$N&;6
z3WCofcC?z%QZ860o-YZWcH+c|_DS#Df#$3j1gS?T&<3NhqY@T4L8Hu)0JBw4ghzo9
zO!D0qkmM8k>_J&bNC;+PFQIEtA?1|&}qz!z;9A7Cx+T>
zW~Uv(!o%62Beb=(K@zaNQccE?^69Z&d5V@&Iuz%y4K`&Kpd1vQrm3Yl4DF3Dq!aYLKut!&tiR=OzX}ND*XG`_f-2|`lPQ66i@VP
zs3wMX=YEk2hDBHhwjPIgl~mBx{d#dxEEE*7n4aNq%mfQy#Hh^9ROqHBnJEBdu
zhRO*n*UzV@u!tjrpBaD9F67+c3#BRCoJv?$+;@0;-C_C86+Hi+cx*~)DwaI|N#w)n
z>1ia4=<@P%r_7ToD&F9eL1kX;Ob}ktl{=hyUnoZH)k~sZC@KzD&;3!C(6dee+1zx=
z=6B3~h6mspD&pdhdOmp~KK@2YaPMLwx9{Ck1bqeDWYk)*V)KHHE2O2R??b5pX^)NN
zbjj;=()yI^@kqIy$HLBn@8Xw(t>Urhd3U4wE8@Tpw+lz37Y3f7uzD+hHNgnT5TBZx
zXL1Mh_HEu?C}3xquGcWLD|_$eCBK^Y8o7P&$BA`=9p1i&gjy3RzgxoR+CmZ}r0s=s
z?KMAfVt6t
zyvWhMkgLIPgh@?1a^y%EpC$x^gq$&dFt$BlKgdK<5In0e3j>o5`sdEoAj!ZKavBx@
z_&Agx0;gDaD@Y1RO@O03+$Qi6;rYqvpt>t;H073oFsUG2xc(7<(6$dj+?sY2``I3g
zB$}$xK`?IRKN%SmC=Qf|7;peUJ(-ce&o*1(^d6z$J~6=-2Jyokljb>{S%bMTP#ZoM
z6-j~E)tM&bgrktO)O;bza&@FUDI-wbiHQXjP7?h=m6?q^+MJ+Nb=poP12#!XNyKvi
ziLkbV_dXUAr~wx4kM{O36p~(WmZT{cvJRIouZU8Npw1Ntm8FeM&D$F*<0c7uhbFDy
zci_U0?(V39?M~9bnuVhRb(j&Lk;wC(JkXd^!tn9wzo)@veHoECb*dbCj8c~E#Ui_G
zi10uh*|?BC?Ku=7$L=tnk;2`N3L6_Wuq0EWV6A$-Przj|1%vvnTqi;{*mh*!^T&`5
zzUo3ntYdPUCT($0m8mori{?2K$ePHaDp3ky)d@PH$dpDHM7X6=$SOgX+YRP`tbRVI
zqt&@CP6T;_nv@gVoRV^oNSa#@nPVqZ3m4UfxM&FmU_D}@tHh@E?o^E0`|Fg_wHjDat1+bg2=s1ckH+Bl4D_I?dgsP
zCS67@qymWaY6@pwkNy7ss29XDeI!Bcm3~k#PkQ?;Ffv6n6G*K?wdn3m$WuXVqpgGn
z)zb*!N(4QIl>?AbRVIL6`O$V^Yjie&UzJFU1xqUg*CgqI##%fQDjWDHWJzz7)0$Mm
z$?o4@HG{$MsrcPF7ePZyTL;CT7+C-Yq<|AopE*+tHiTYs0xEH%W-rCSU-NP*!fgFhn--oAYs8@~xu3dRs%@)*P)p$`yj
z4_^4ZAx9TA
zNu(o1xC1dB!Lb8G@QzUwpxHgozbZnO!%`u%GO2RNxpd7Squ{s8%yr+doV{XV-99kp
z$vz;j`DFJlWtg4NX)WYf$eI5JCt{XFqb4tA7$Pn`BV$~Cz8G;tdC$pZLu~J9$;rz7
z{cR;_bi*2y*>4kmCNLTwhyj@-6*z3>!J(Gdy)twVm|YO)X8ST!8A-fsn8;KC3n<0J)Wfb6savCs
zPL7njSEKNtvZZAbhK|e;M2DkL@kc;jsNE`1F~)@b(E7<@AeaKPf3BwG_2qNK+(9r7
z*br7#*RAS#BkvJ
z?V42A>0c70N6?b(pmOxdS@4$GvGlxdSRm3DJ0saC14rG@mIyS`a*7oj}DVh-8V`MO3^h(S?
zTOnUZ3+n+>`eW4BCwnG)*t*oy@qmu$YY*2G#-d?Bn!Gv*E1T}KTz9_~c=)oohf=&|
zMwTG#bPgV&`_Fw;o6%W=P?HH1RE7%xo%lA!1YWmU=Zx2{NoP@|9};`Ya^8XWy88;z
z#WgQ)8ys{~txMXZzIoMBDVe#c*15i*Lr7l%Kck=ezJ#YjKP?CVaoob>K3o1bytTQq)$Z+!W
zzJ)ro8={xX(5F58selJYP`PbI6(vdAsKsSmE2iEU(wG9AK&g=Rv@(V|HI5q=`|gyS
z9CVvArPuZgCUu*i@5|KoQv%5?%)Nte&{Y}vv?rLLNT^;aGh6vgh~cv#2Nq8;y|4Y9
zar!Lx1b(P$U*rAi3YPr)9wD~CBNr?p0sstUkmre)fm=J*h&T%bSb^j!(c7YP=k7QpgmwlE-oxMm=kE5qD`zNDd5Hc|l{H{BPTGS=K`01SP-yxG&Uych_xmst4HGG)4sjEYCh!Tgtda!BI|koi
zB(2ei;WMs$KVT<(Pj2S|uOStQ2W6{}Z+P=)>I=l}u>MaGXAJnHHeOd$GUT3GDX
z)P~D!l}vJ|Y6|o<;~eq)I89@%*eQELC;<{q#e@e6+MLGh$r0-c
zks5od*~%IA8YXjLc>r6zg1oh%!Tgn3e>DuD;|tomxdcB$Ag&f1)8A4sNdmN7A<3k>Ix$mp=1Zmn+_M<981^M`J6Y%OYmmrQB3_8sDwm~LQ46f
z_0}diV9|3#Jl0#5#fs_CIvvs@M02}4jn|D-Qgl6fP-O+}e?BkymF2Rstps9F7>GJC
z`V!DZA`b2(wTD@+Uw>IGT|6qKfI@Hfkl3onl^#v>J7zRjWuNaaT-%ub%B(eaCao^*
z&>2`6s-b=;!z9<}y3|7n{xAmz2R0U#4+rjb8K8&ZVJR{kK%$R`o=8ih=*xU*&ekFh
zU|?Cs8927R>(w5X|3`skG9YgmDGnw3om#I!B!EFw3ep!fdLOoyjRUDs+|RAmU9d)l
zl)RHC*^eC2AZ>ZuzAt*|t%TOXynWVn4K1w?bIwFZfFS&)VekR>QVsH0H9p#o-4Dl^
zP!P?VUcY#!vg3;hT-d4mA18sp+F~`1F
z1=W!JA$;`4B;-~Cqk&y*&6%C-waXqS9SY*BAOQu*Ey#ID5{bbSMjGN=Cz}u=3|}LK
z!Y~*@3?h5?ox(kq8`wO@z&@mlb+Jzz>oW!C`0-qPx0C7%OJQ%9T}!
zVm@e=EX>T25cvf!eRa>B9+DdEsyGH>lH0pK9wuOTX-OhN^<&$&PY&8F(XhdxKyYBO
z*1#qMNdjm=MX+4Lh>Zt{v>FN8D#sS3p@y7pZh9EPJS^qCBk*((k3Cd~<3T<5fcycP
ziCRs18GzJvKpUx`W+as(cP35Qen5N`p)Bs-zn|nV^k((_F4`s|zD>Xki5~<;yq6G(
zqOo^E&}}vw4BgAuH;qs(oT=
z71l<62I0aNE;O{pHdYK}#l!N1Ee6`;V&PLt0d%`yU=R(qMJyL&1z|Ox4O|Z}3)diw
zm}k{rUwVPiApY+j(7H;pB8pBn7>teaqF+;ocM-G=8;%jM2=3qG<3q+6^lkXd+}g%}
z{i=Y?-s|z>=Rba&M>qB~JZ{7;Mz%co?Kj|u=1!Iq6e41@C$S4vt`|vG1(onAhVD>{
z{V_NO0ontxEW*%zAv+LkudTfH=2GK~Ke&PjBwS($Cx9A|W3MDxmJz+geE+bEXe@cel1pJp;SIKy<>yI&q`bEas0vKV`H^M{UrAeN~wfpN!AsXs`2liZMJ#KW@l%~aGk`C
z3W(cA#N~?Uz?jCYpl7GkB`Lv8eyL}Uo!_EyJt&zFfS({hcSEa#e*xXxgLSSz7>V_b
z5+2~sBQx=XHY`)0ukD=*vd?mgF@6`0eL0t`*)F+5VK9O?O5hyJ;&(c&fvy%1$1bsw
zg;@A$cYAAt&WF=2v+YNhuzWYWS;`Vv^}cS8$WPHt1s^^T;t0HTT3Y%?*`*tsdFLDK
z1HFfk#%YP7R40=jc;()`mGd&);oH#LCfvkd{@j&+RdM&WdDlSp4LZs|Mc`O7^+%%7
zQC>?B_6}}YKSw(K6rx^{|57N=82-oK`Nv=b9lWBwUF#_MS6e;FVLFewFS*4AcF9aE
zFl*u$Q_TF_;4OmGXunwPk}nowH+D;qwi3iMiW+${$F97-cS>RWQp(8t{u;T;r$R2|Gz+xbT+fEr=xL^#s
z9y^W>`KkuaP;_Y97O0YhL7_Z8vM^S>3mqL|79*zjrK=fEDa22ykX>v<%OaA;7G4AR
z`AFufKuj>5|1^Kr41L;I@kq1!B;wmV?ZX|13>=A)V>?BNv3k<^J3zEAp&`k5jC{Mt
z(*qk-)$O&rEmyz#@}7};2%%HOaAUz(46bb~nc07{7i|n5cmZ$~=Z%Md{w$Z`$q7X|
zA-e*+$IuSpK*xaWJs?>Mnk33|$k*-j%jfGHF)N|EhM`YhR8UY5-7Iv@6v)s!4Sp6P
z6_MC&aqQ(n`7?!^gf>N+dKEt}5$jbSk{7#T_=Y^U&{dT+uqEYM^qXtq?xS>Bj-%12c4iI2!opkygA#v))?Tu`ltO7L
zZh3$EkELc!G!5-SDHZzNl{pGh&bW=s@OHI6r}+jqO~*{)mqjtK(9|A_H7pAv
zT|klFUl&PfKx-z3e@rLGjvZffxT$R&KPF8m0y52+6@
zIj3{3)y#2Bh0eB1l5l>~p-(YJTc}0~x<@6t8D!4@cI5RGKG{v!%I>21drI7q&mKxd
zk-uC>B$>O6)f)n%0Tg&*X9cq{@(+PlBD25GfqTJ$JvoV$Q;khw65jB<@e({|!SLJ`OQ6H99XJ}K_vpM~`F
z|D?*0qN5AGab2JP^goAf-<2B+-_1w1`_=cX1GJ=hu$lid^|m%J^IvwePy8q2&_8X=
zh093Se&tSby5~E7ZG3xc8Pxby7G#GE%$>|so6K_RKmSiMoW;)LSGLS|6F4nykV8>+
zh{6@|Co4bXUP5h)u%g$6{U#5&shLIYl;0ldK5WDTK0zYdD@NU?gO9o^?#`c&sQ>%l
zS=m@G*qe=2Ndl$FRE9eKg|aXykRU;Pgh(A-up2g_J9qBL16xupV7OxiSg(%Q4Jcvh
zY|~n^f=-Ht`bo;yYO)D{y#Dupr^%>AS&@LvcBB%&c<}<9)Mh>ryNk1;j^U!Q&h4z(
z_UiukYe)ZoK3o6ey7gaII#Sid+6bN|?LxS>a7z!l$>J2-X$dzHAfI5$QrWV(vX-2W
z63Q*6OnI!!{g|0|?({uP_wr<*dSZaDB^yjc-4;Te2NGRM$tXqsRR|
ze?Hy5=||D`@f6cMJI@wnzns{b(M8jXeni@&OxSmiS+|!J?RkGdKJnf0%a>nmdzd!Y
z{Gt~R*8n2Es~xTYlwV3scwlPmTX(
z&D-^t7l4v@5U7RvQv27m{VyHb$P=E>E?`c
z$-!(8(;+d}5EC|JzA3T^5TbtxH`RAXIWFL++s2`+s%i?v>-h7{GJ?;yT4c);0E~Do
z{_{TTMT^ybpC(>1oDMJXBK%`Gv9`XCoMI*kPD
zdN2o+)P73?`=WOGNn0H929)O-BKw1b)$up$Uf)oABp&B?T?sF$_Z8*7-
zy!;Cfk9ES6T_JJi>E{a85O(!QXy~@KM`ipG;h9K!1&^VZI%}HNM#W;LAEP<
zoEgg}n;W3;G6$DMkbVUAkl;6`?REZKBTZsvDnun?w6)MSF;8;_D5LKFyai)Knlw@E
z;Bp+u=-e(m-ed*I?w(N&b>yEr-Q~@q_(o)BYhtK`&pBMG?>@G43O+#GMSAaVh&G1T
zHP1vSo{30aR6~u39U0B$8O;L*McLX3k~KRNaPC)`nS%BGW4zvbn3=EF2Cwuf3TtX=
zvJ#|r<0%oQQRk?EwdR&2{mylp#lJj259;&ac<`&H&fy!i^V8-Fn7OsLG2J3r@9NR^
z_I8gmA|>;V*?hBAJNrJKyubMc*=Q6UeVUDp?L|A@>BEdIM$^w8GCf;#&mn<&KW%i+
zXzvLmzGM={Rbk82Ss57_YzucV@@pMb)zf=Hs16E$VAU@zZXcjzn)#3EwOI=)D=9Ji
z6kV`oqv3VbJrRY@?C0Lmn>T4T($h!9#!7n}G%Vc)Yyb`ncJod`Nxrd9K(gyQ~RCBMHVJlUPczo0A3#>K@oqBMUU
zf}a0n;-|>7f6;sS`nB4cTkrZT=}sfWSn?=f9_gbJ)`1NuJwT59Q3~^)L9JL3f^;TEEA-Qy$W;)_
zXBzWn0tg}n$58`&J+SK7_D2$!Oh;_ZCu$HeaUE*5_9R&f8?ggs*3BPGTEd`u0$FUb~2vd;=z
zGI}6QtvYvM{>WMq_v@D&Pqx~!(7yhHkBvUdpI>hhPL$qAvzTZcF}baCq(QVj%AUwYqs$r
z!ea90`6x_eMj*?9MNPZrg?d`)LwH^OK&hPLsIHtnl$p6p6wuMO9T*
z4kpxKp@^;YUBq$U#MD%#eiQZdJN)T%Z^+}R1EXKB(MH2sQ8ML>5q11}Wf__>?)$LE
zfxOCXaFzGTV4#P2idJ~!F+{Zx)A)>&NDrA^FYjTq3HQ5wKYrOODJZ-o#z{P^Bf7
      LT%cpv%Xbk;ZHVNbzQ}b`uqDAb05P&k{bI-!ZSMY2fwYkRo}kjK1Ose+Q88KQ{!_d
zO_H%!P3<~;Zs_n5MwRd5Q>o|b*3{Gn%*h3W{$_r_u>Y>xZVJU01}_T5Q>|S}P^Vmv
z549sYE7bMw(r58!x_jXa_p>VV%x}2t=luPfRZms
z(3@{@A5XXQQB-{Q8k-r3=6Q^_Bl@4w-dYuP^=RzeQzT{t4j6Hqb1F)L*7j#{?IrZIrkegIh#=2-K~TIbG%%wkKTDGV`d)fmz)NBoG4|u|i;@bt^Vg+`^#Q^;E_~cE8eNwg!%FY&o1N*FbdSl;w
zvXw9Fw`7~6mV{439cluxCmP%d{QMs|
z0Y(0Ew>7?^|5hFN(GhR9u96{7b0J=kB?}jj@(v^WX-UcbSwiyxQM5Dvz)=8M^UQA6
zWU|``uda18iPA9IJ;#>L&)=z_w#%E+S|9x<3A5q=
zq`gQwnD9Xp(TvOdo#G!d?!P<#?(;^AJT2f9C^{mte}I9}ZhWjE?P373YQ(MWj)i~b
zpOU$X_41?Vkmq3K@+HXtFEJldr$}FvY4+zbWo2bQ@-QjtKfFQ7iB3pRMHN^I2M8==
z#9+)Na^n)76U3@S@c52~iLEoy7bBI`#r-i4_3ad~fVCKGK;`w5!w~2zdTi(EnBcuB
zm-Hs5CXdjvGtS}T>@8KRubDrV*|UhVQ!e7!yJrU8G!z{Gh^qh)y0*(1$9{Oq_P}+V
zL-rp3c{+oE57A?uuYUIK%n~JzR*k5$TMdk7xO(X~y{kJ)(ONdBw${4s#wLF)@mtuq
z*!^Z1Q+4p{$ev6F>TtT>-jy#NAPplBRrdV6Z3(sOj0c4h_<+K3A0e?PpkyP1|^oq~u@V5>AQ7LS8dhQ9Hl;E1yFj!SD1&rKu|eZT8jyxRNQ9EIa*e+I2j+QEeTPTa75XKAF*3tI
zU6mZFjCM_H)eX`cZP4xRC0Pqltp<+%jpG+hOcahCyT-6}YfX9i4)8KOnCrv)
z$5%+*exh{tEL(6{-K#*;Fb>`X{N(pdUvSoDAGRuuFfOL-x&p3)UB^CbE_l(J|^M6TS2af^R{3vu%KRR(~4*MbqSZJfCNSw_s0C&-wJmGBrG$iB7%M
zPm|ln(h9vx0(tT!C5E672xy#GTOVWebA*-vENW+#q28}#J;q2L{XV12gt~eqc@pdqI9&@>?
ztku17b_d<-0uVD7Yxj2AQMgyMN1)g(55*;{|0
zS2aRkg@M;V`gjjj_N5r{ER5YNub@yF-rr}N1)&;IPS!=|-D`K(Y>@O25gL2pIMx-l
zfNha@?;ahYvx?k7mGS3TnVI+U@+NCdQ7EO1^JkZe`B#i(jd4(8Ov$6#$h7)0V_nNT
zr(?aQB9RpVqZVnszJF;OcJ)0?Co7U>?
zG@HlB8y(rnJYC{OtX0Rz@+g`{Dh5V%E-QcbkJL7O*!4RK@Fjj8muU~}$sa6|3MXW4
zEWF~Lq>zNW`XOC@U5eFLc{^pts;i8wNMP-k4i|GT(>qR7NB78mZ61mXYNqQtdSB1I
zo*leCXKJa8TEzR_SBng*`_IGbPD*7iKcAiXE$d54Xy^6qq}M36;d0)fx6>mH59`?wsaUF4EW3iz1r9?hvGt_0#I5KxpS}+p6*?Rf@AVs`Y4)=E
z66J29QP2N?ZCl75R^b;#rCG&4J_9!$CW>Y`OQ1+=MUtI&_h9gJ;KW0m@#O}qe-K4i
z{YwLoA(GUd^*4}ht&h*o^{p{sJa>?}TW(_KXl!qN8v}R)1mgO(nFTvEo6OVk1;wg9
zY)A3G2_@whlvPyN^LFTL&x}oEa>bX0r|(HtT{N{&ynos9=ZQ2?jr!60
z{^;G!LGjZL6W7%!oO}LFULZqwV!~O(VR}2u8W|-8b%lVjPjWXcYaH^9$Bx#1PA;fw
z)7HfmFQw|Z`QQFbdR3`TgdhQ7?g&8~1g}Kuz>x3$7o^^A#oUw%?3k9tZY)c|Kztd@
zH+*j&Fi+ROmv%y3p8}o1Vl|qrRH;t$4~{(^rF-knw{Q9a+twr(9o@YDug=py#`-_=
z7;?$D{Qo^l^<{%i?p*?Hu2d-pGZoggR5A*Dd6{{s0Nt+&sSi
z0`>eamHx&B|7+pOm)hy}R#emq`FQTZ=~L2O<+G!sqb6oXPsh~?_Q2#b@grf(&fX0x
z)q$$e>$2g2gmw3L@**eSJHlENQZnVDKXrVW*)nEHk%{w#<+OD(`%-50zw5Ve7PyE<
zHy*q8t@oQv&FvV}p6W3IngprI#{GtpipuBC;Z)P$)yw!JyTqO_EL`0n|LT~}Xs&e5
zddFL}vbpw2;hI8WB?VHaPQeakkY&;(y?XWPXya)4q5ShK5iIErd28pUbPS`$RAL-e
zQyCZ-1p9pv)es1=9$B6hJ>H*JmLR71yoh$wKV`P3CQ`~1o$b+bCyZQ5mhm|z&zA5r
z@yxIC@SAEL=Ld~d6?ldnMfeULj8v})4`f37P@E(b>AEL7&qdH~GF1v$xWam(P5(dS
zzS=PclKR?hPp?jGQFj=#Z)jc#-n`=(^{ToB51i-pzjco#j3r7nSUWs0?~F}&;8t8U
z3qjiX2a2~H_;_hQ#;N!2{w(U0qFZOyg@=;4-zmND%~G;KGwH03>|7?dWLD_0DGj}E
zmU!3K7-Cw{^>`?)$t`J7-=c6Q?zqSK!pAac2E9B7xGR-EDqj@zre~#guyR+BbkEvd
z_`coa;L-JhaZ5R5G}quLDd_W3bnimkop8?Ox5#VDUrNuo*MpfcUO4tqHj}Y*>;9zr
zGh-tD&cDvfWZ0k1GCB2UYQ~l?n?H8xLmYzcG7A4^od6cVoBiRRzMgf?6g_d12y?P7SIbnZjk-&+j
zXRot?di4A`{dMDeAL9utckix1JF^EQxd!e6jV5#OAo8$9*YT`YV~|CU&_BB=u{~6K
z?|VE%(jR(#ty!zsj_3Fn4u1Z$nigsurBK?$fC1^Sa|JwA(nD`E8b;V-4}9DG@W=oS
zS8`*2CiZoV)@oREZOVOczoP?cb08`B{nNPefF%$
z%ptL$7SEHb`{oKAXYxDKTqIHMu;+F8Y91k%FY|a;?Df9uiCfutcvRu+EK}RAiT!6U
zHjWqJd4xOYjK(MCfk&;GUsdUB?$5qse-LO|ug-v%KC@&bj4|
z^OF}tC$)%b1So1q~~$vwdae{?K9bahVtXI-6a#j;KR+|_yVpLca^dL}?J{;RIe
zo&QH&os_#2j?+S8U(T^}ad|PlNQ>V2oKJX70wi_Kp8zI}K$8|STedbR>IyZ`6s{L4J^
zA7ITrbU}|NKy5@|eWFT({^WULC|I9glXj=MLymT`)KOo8+^Iy?s$|~jLKpTop#7eX
zN>Kij$@m{O|0#(nhm#>lKMSPFP6=#B0Lkb79|4e{#yMJ5EuE9NPiO5-X%VPq>)aP{
zww)wzu`mB8zo2$wJbCKGBm`~+u87=L#5j2}&%&sFv`CsN$nFdNN1pMQcjDjKUom+q
zD0%%i9l&|HjNrf^ahiOOropWCmhaxoHT=~*?w#&S4OTrBuH}}rTx0WDpxD^p4x_@n
zUeY#mYlPut!UtCw5aLcH3G5GsN?q2ynVgc24M*ktB+#cMmKtXk@NvV#iVlrKy-CB|
zyctOk|F6jA;K;D4qfAk&+V)9-#^AWV$v#^~-hY92958b+VEEe0+`^C6Fo|$V3M#pt
z67F@heZ4ffHL0FaF^kk5533CHafz0?dy2U4b1-0kVZ^mCisx##lN
z4lKPm@f1@{I
zz5uI#c#_tX7nLV9nAIyY>CjJF{U6l5d05YT_y1cdg_JTi5t-*ghNM!-l&Nh$dHOAH0wNGd*9#RbiV(b>s;rLb6@v$U$?!{=ktEQ
zUTZzqb3NB{{ii(Av;P;&boe)`SSw5R=rZtsfrUar^G``^lYPr-bBz9O{jaaO{tG6?
zP*B(%J9_M#jhhR6IU1VDhT-hgcSov?R`2VW6N!xZxYWC3Bp~qu$*X+dl
zkpHAgiLyy<+rNeGpMfbhe?F}a`djUM>;R7u|8>Cvx(j+wLShVB_|Y)9?H7dThBUpc
zO1{wCmfd>4regdl>wh)G+N%FO(Qz{iN-=`rEir8^8eC_czo_2$kAd6=>Fu@=v)wVd
z5%QFoj43nXE^HFqDwY<#KtE7WZUFrca#~-1Z=KpY$NKKOu3k)8IThcBh)
z-@Obm92M4um_z9>5)iv_XTJ5WwJ^K%ufdKB@!x%Z-|fMG4u9X(k9wAwE$+qcYpZ7-
z{+Hi){Izb!-!JV2vpxSwYpEPPHiVTG?e8d
zQ(CsQmM>0up_{*~F68SHH27jlUrb^cwv;Hs=#FGWG$rqQR|{o$lGyDo8^1>Wr)J=X
zIrgS0ASJ})n9qm-Md3Yrm~N}p`<-yfF08;1#y!G$hlU~c?uWsMJ>J4Y>jDsk1r9yT
zYxd3WHjMk=R2tOuWqitIX217TO%+!cE%qon$zJ#w(5Hef`b*4Gm>tk~^KmEg_Z+0t
zzY>aC=g@!%=|4Nnz#7pHTIf3CzQQkeEMMZr*&7iNQvlqR?|c4xf^ww9-`LR5kYoDU
z*Y4(h_~r`XbTjG4-F`QpZn{%}LsBUM>Gq+cOCS
zDO${v>i7Qh86|Fd{!dofG2>-BpUJl|@=WScf8))DrgY6e;i3Q#=DCQc@x;8uFZ)#L
z{@bPbZy_V_JQwQxty{9kwWf+X^n9-(VKGHT~)uw%vT<*GQ0}>j?tPEjR%^O*b*+kcy@DTVEn23PDB5{
zBXy?+{J+)&iDKv|mQQP6?nEYrAP4{{w|(lrC*TYvpI!RD9Fpf23Y#C|AB@?VVQD?O
zR{6h39^@JP_wxVbdH(;8AphJe4|}`t<}9B~#n*>6ch*VJ5D&!Y=+=Y}+Y&y|%@WEH
zB*F!OXLJ@F4@`XcpZ4bey$vkich73KxXEj|BwIu-+w7-Eh*V!
z`1-1f-Oom*DLeQbaq#=gVgLW}zyJF$WgTVyCqVk|B%K$#M7{)p%&>U$XWw?cIk)au
zX{OX|&0Ke>Hf!-W;hpZtq1}EZDvH*ZV|49_b#2RI4xH2YR=xH4`CjMB)^_@@kA3vo
zANL_!XG?FL9lC1o&O?zGNBoaZcfYCm{6k%(pCx{pGY@lR%_kZ@$hKGUwcDxWKa#C2
zxf}0%u>TL@-t>hzf0XzypN?#2M`oF`3t#P|pD$+J$DD$}G>89E`+Tiy6sP4`i85M+r%|?IhB3hnA?x98-M?2a
z6unDkyPk@}@}b-0@DwY&Z3ZWbW;V7pL+PM~e79FIJ8iSr+4w0til6N?atq>
zgg)Zct5rKy|IxSgSb5{ksSlrCy?*WcTE?&dp|CK2650o58bgo-qM41TDb1`fY^yUI
zpxf4Y`Qq*yI?cEe9sPK7jJ*HeEtlyaQPT8$dMN8Fwn_j>m4D<^+{F2a%8^hiZ>f>$0qg`&!pm7
z!knVkAG?0h-uC@npB*KX&D=UF*TA|>ePoxZLQIQhsC
zLyjDYI=$)s46*A2Z}!}IC+ctr5cVid-{yK;K?*6R?8Ho(`_Cv%fjiz_U%fvo_T2VL
zCiC&Hyo!qxJ?@^O113!1&;2F2sJcx!Ac~A8bOiW3%;R;OyS9Cd*c3p+&PpguUe$(n
z8PRI?lFW)CPo!+&y4ZWN%k=9u**A`D+TcC;Yh>RILFbBfyCmkGZ++U8e~ls+&L($v
z@$e1fmR^d9{N^%w>8O%o?cc@6=O4_B!lKahdgAsMuX~T3BF2Bj(uI^F&5SG2gPbPk
z=jE+s4uo;JBaDSz#Sm&lGNqYPK?z<-@Y1+--22Rz*QzkQ*&a|u1
z-B}fJuZ^!<(?~w~{YkyDwAY$UX&uiF{C?mNERu$m(E16FLoxj(({ouk>TU}(H?PGh
z6bhuO#JYcFH2=ULVUIXy(4d7u&a8O>H3rp
z3fDFRZM7(V*=Hx$Hn*PAcfLN7RSI&8)!n?8kM*9c^}NUJ
z23G^5-%R>$e8E62dbU`>aS970)DY)pj$2smvhiC{%QqnhMUcHz_?G;K>OnO+HSWdp
z+=7CF;f{t&M;#F}pkP~ZCWXx|>l{8fe?23nWAW|NTJn2wNB1lR-;rx7W>a-t07-JN
z_7+y*Ll}XF(o#k*g(dvk^9H-Kr$YXob#GeR`gxQ`F0*Ket;Pe;
zB%Yv9IEa5JHfbU05^yABCA?d453$dMCOyCMDgfZ$j}Qyi$dDeN$phMqIwb>Jdp7Z(jfl
zZ%+DkOf1y`g>d{UeAPGQ{HHK7iz~kdZ1LBQ&A$qKT`a-xqNx8j>e6{Mt%CA<;JOC8EW8X
zU#@pdzHOV06TCVu--;DKM*RODDQ$m7
zx|M3qNGp_BzUk`A&7*xP1c$+g6NK}{-YW4d0Taqkc;&NEUH$L`5bPS~F$@WE|8is#M91ym@m0JRHM%8wS5uu+hZb=>-$S
zKMPhK95QIow7k5$f0l3H_iMfVneP1(U-kYoQW~FaJ{laXq-S4USfyUn;A`XFxSDFs
z(jawROfT=Ywm32c~rmsXNZ%F_(|=9Yuz)k211;sj+w)T4jt=|6Q0vNqyL%SIUbG2
zmDBQ<5>bTAsi%!o#I^h7SL~as-rSg$tzQ@D-cqVL?Y`s7(B1}Tubr=dMel(;UGCj!
zX3K5zjST+
zQkn_6BNHk|mvU=2Z%yF3@K0C5Blv=zg#R_zZmh2E4vR-6xkPO#$*9}6Ur(PiXIyWW
zvWT2*v{GqK?s?n4!6RKeu)fHnXacIwAdcPCv6`
zn76E|pXD?p+%*)nIpChPi>od^T*Y}3aeng4d{HZ`Rru7;0pMp4`Du_s{
z8(kwdj@w+g;o+l4s(0RR+aHg&>q-=f88}v~t9*B7l=7%YjuhEuCMG6+zdK7yjj(CH
z*mg!ptTQm;3nEXd(L1{teD>_7hZz}aMGYC_1BHw&;(H<9TT#q;XOO)Di3zIE5jt~1
zC*(%lkG^pEa+ZUG!-R@vQy7u?ix$~y7`PTVvGyy7SwU6i48|NAX}!+1=26dx@2q9A
zdzhK2ZrGSLH;{o|H4J6qYbfPadmp^`vf>Y;2Z5xcNk5%c6g-$c3Isc-3m=gh&9)j%
zGmIRRx^`XplPw5a?k$V>j-$zdeiJ9Yxyuk$(A&3f?c03&^>vB~``-HHXG#$+AS*H9
z$Uqwv#4P$7;c+hh_^Q>bRZ$knyA1?Izki&SrGscNztR#}ye>Jgh82#E0om_<3)hdp
zVb|_HXvk0bvm@ia_`Lj{jkhZqJs1n54wCKdl&T&0rAlY{pB5p$+ls%Q8vZcyiyO~;
z+3>xZKbOZbRQTX`YoJp~H9mCea2^WQyP3%HefNFS?VvYOUa5-<+d{9!$LCtY7u76p
z`?Wj+1}BjG_s)#OM`Kj6^zUJ@V@WAp-u}iQUDu`l$3}X910Ao4uZX2r23(_mcHDQ$fdU~N2z(>VWnNKq#a
zlwQk{++(`~xRB~3`wZB*ATD=W*~^Ou?QXmYB=@SIo$vG^ldGhH?*Dx7>C@{gKP2Q|
zijLl}vnucy9Os$A4R-l&d*&6N{!H&L2tlDb=94bwYNO}aIx%iDvFwH
zk3TOhK{E3fE?gamyU_^}_*Tryb8h3IGEThyD9zT#1;F$gj1pDglrjb!U#8qKUN~Z<
zmuyktdu*z46&HYzz8UtB*yA`sLR&t4@TgJap_+{i4e=KFCo*k%?;w80mI)eW2so6~
zo7>(r|A-qL`?<||*YWGK-kd*v{>Fl-rbedo=f~UioEpFK(Y5(H@$Gj<$M-jl%D6N?
zKJ!5PS#ihZ_N8?kXEeZj?AioZcaO@d$+i1*$JZBra&Of?c<}!2-)`Apo#&w^CyrTx
zbCL=kMpEHtw(s7(JFwTJ9;22guL_eiV(MKh`zuzqNgQ)XDMN
z3z@>gLd$#G2C#Ncsdw)Kln_3p6XaF2J#Sgx-O{&P$EiW>Ubc;H_%(^*&T{Ee?wqR8
zY?ElSC@-rR_t+In7B1Y2EdC>ae?v^o^;MYS7Ee&1^zpfPaS$qJKZ>|;d=a|@m=;`L
z-ASUD)5UL~gWgmj+cGK=9?U-=!1=3Q?3F7nQOjIku7UljEYjads4DsK<3NOopH`nf
z63h=6Gx40dRf9nMDA1BGz30}gU+Rj99^D%Za2HK~{8$cYyl%z=_0NU32i0WbG5!e0
zS0zo&gIF4O_|#Kk`0`{8jm)&7B29c43+`;zB=UQaLbTgWmI$4+OF<*kj=WOYtL?eT
z#LfLZx;E4=TDY+9)FE@m6=HSq@F_zhQ1u!uNZcQZ}0}k2G|8D^{5DC?;(EC@oP8*sppYONl4f
zuV24tnz^2^OK|jZ@WU}RHN{!E_vDTz%`-xewasq#IzeN0V#!BBe8ZR1o8z$i8s~15
zaL{z>RIkzrFu2_)6drL^<2Sq+Jz>(M^t3d|o+Fn@NUU15s*kqzA=RrAF}W4mW=&B@E#d-dutC+P`Z`ZEf77ag$
z>J@nHnNM+hnc)0LuWw(;)XZVV9N$B?Saz;XzaZH^>4
zB=cw3h3T&ZoD{oY#wDopzahc%WGNGa(rEAsx=*tT3Ci;$LT{L?2iinD8w`R?n
zpXGU-of_|;iAWfn?Tw1USiFP4K--NQgOFWo`&1|zwn*$XmZYu>RMYK8rZ)@h
zq=KjK0k!M+EaXpM7!>sW{W6Kz!1n0c_ntZPL0$2zhb&l60@GI8^*8U!w(gMmI@>Kf
zJ3AAfznnNblS>PR{$y)l&A{*=d$GkeZL0=@T5)V*!JFgSNL4Nq
zh;#bv*^j7@w{Q?V@^jjH6t8W;*wWicO}C?G*GUc2^N%7l-G
zvS)i^n+;x-{Oi)yx(dJO80MDEPmS$>p`Z4cF(x4HxE&RXyd-zQvk-*1tr<{Jtnr}4
zQ66q}Q;tu~P=mzH`KpPM20A)QJo?oYEwR1pnG)RwcU16%Nk6aKu2c2F&Gb=EY7x106pWDLT}@A%xnpKm$KxCFUw0pRKuF|NMkbyA|;&>`!RCWRTLKZG;|(Qc?no
zoGvOV{&Z0-EiF@@K9xUq>=;YH&DWGRen-BISICqVE3_o~3>((z!i5V@m(+#5kSxr+
z2$m+9j!AC)y>wZMdoPJNIvIEG-HX2^%t`c}Yo$GRDu@+(+&+SOhqF6AZ<%F|V)77d2jpB#5MV4tFzN3e~sTMG@ZHQXp+>xN?63~Xq7<+jnH(m^=O2n3Z
zz&&$tw~jnNkzBxF8JK$I;Hb@?6p=aUA~3ePrp7LDsfC3%&(Qv8%OsVR%Vp<=AY6zpu3Q=V^z3AH@olH~7YAs|7VYg@B(2uO?%gZ%^w~2VM$ghFu{YY*!QpYJ
zi2z%KJ}O2ZgfZgT-bG`7aeDNw;v~stsFLDu*E$
z3It$`7^jU(+@MZxYo^bg>v!+oMBKb3T@$tcB;-Wgy{qE+T76K+%)Y_Xwehq4{T_yb
zPmsn)13#dhM5uwA8t?AzuBzVaGj|)XjL(ziTt_Y6Kf?=GMK@Sh-%N0>8_3ZvCMQFl
zmGYxR`r$Ax7}}kjE-TT%Tq!Xj;nahd*TTak1O(tQNqkRp#dJ02<;#_3$MO}gwxreW
zF!|Ul&I0GWFKwP#$A+hIgq3>rdKUSP%0iO6E-NdWrXgWO3XNDWbSw7D5~&pOCFSLR
z%a2UFSPrM;ZK{>V*Ozf@O0ebc-?DS3{rvu$%a`LBo7(kB)XkgSx(+n=G#_Y!xt}&p
zAA>_?a?Ysxq;j5jkNt^yY)W-AVn{wj1W|_Glb2c46b$FWiOvD0Qrudn-Mgcxk)KvK
zrnI*yJi`-GP*6Bw;HD=LaouLoB43!smGHVE^|<5Sq?R2J6twri0R?dsX^PsSt|L|v
zTze(hbaIFtH>_Jnd#BGuDO8nPG%{bWnK`o~cvX^h_Uwi01a-|JCkU)Id)wCEsZpCH
zj80BYaqBf>pLjE)vFzS985(+PR+grW8a~{VJJI*}6XASqetKMIBAM^>{tqa1vd+e1
z^2t|)V(ZvcUHN7Vu_+vjCyAS*cQawgz2(1gckcLwgmlLTu5GkQ4?|x{6XVMZu3x%a
z-V%K3)ILftv0OsMz;(iYqmRs4cmsA)L0EK9(x9`sPzrbN-X#})e+Bw@fu&jSn!0Ml`2$)lK8@N
z)#EN5V}W2eTWkvM?-&N#xQCSdfPAMd%j$^Y2?wUmuTffz4WKVE-u4fPO=11|^&$~V
zbm`i)9bR*3zj8f#vUzVGTN>})zrTXOIKip9&x8Z%fLckpuSqUr8xj;=xi0uZ`!~+L
z)x~Q#_O>0dV~V(VQI-uP8w%niS$Q&s+Q{-Wm0J5^NWtqTnaDv{KUSqc94HUaX+%$&|ggGfK}S;#iw8{k+B4b+4w!4dRO$pSOr0LOwNeVS`G++qWxN
z4MBe4?gz5gu0ux4E~)Hh=x#P|^q>q=G%Co43&Yo6iA5R@p;R9IZZ5aHy+QTo&!0K$
zpM-xyjdCwm;yai%CPDUl>gQ|tLm_8D(pojYgqg9`Ocyg%aMI+c}3Px#G}
zdyQ*y?Gil3>n*6?GwZws%?-J6`NY~#eP@gCb8PGDF#4oCuZaiWZke^UI5h`K`-IFC
zaVgMR(_8VG;=Eo07J|!8NPcyjnTaDzALW2Jh|#pKXn4Je4$UnLNr`keZsV1jKs<`c
z^*g&D$sOVEKV)d^N;q@=ElV7vtL+NoxhfByJn4j2SUPvK@Y138_jh!nd~tYxR|nJ|
zzUb;nJK?VBeGiU)G60ngL7j^8yiTWV!WQOK{qJunUSP^8EQU+n?|E!4fTlC7l!}T<
z>brO9?04>(^9}f1*^v{Zz+VXEEKfjs{CQiC0oyTtEc^DY1QKb*-(%-yg4EM;bAzW&
z5}2Ekpy0+DMH~b6zz?LRrb?joSb4U%Z9sL!kV%u&vD-9Wu%MggV*M6TXa0Dv3WpVU
z>(<_YfDRlbl_E*2^nJW)PWZsb({8TG?#=x%Kcg4&Ij;8iZ(lz@*&`S8KA%cXcJF+z
zwWV?UxeFIQg4I+e?Ho?d5xa$_6t#7|QQI|EnOpJ$v^~8F)mebo;t>LrW|2GgXNj2TD(v7{@Ha{85wR^MDr?
zM==C`U_s-jq?V@JR}aMAk-T{w2lJp_8qO}FP-NBDmMvS1c)+%sH!EUW$3&^$KW!jW87d4A^@^AU=8#Xy*KF<6x
zkyl|tz&dHLrTO>9vhwl=`T0G0&*C0Izjx`~TY&@2ZS1J90^sOts%57n=ee`3gt+*q
zy7ntlWbTeQc+x8&g5{6S9DtE}07)PcDo*Nt+oVIm!CnLi0wZuv3Kr_F%derKp`qG#
z52PhDzoeErUxS@GGV_7D?L#5XT=!--`<*+-VQjIr
z;`NCBg9b%$$J3U!4`t!G4%&3@wrI#=YMHhR{iF7{ab`Sd
zOVa?tfH*z8mlg;qQ7VBXK5d&ge8dPH*M{nY<9yv8>$!Ze4LfDQ9%b$m98U$36c#>SK@vp-Fq}*oPQV6xck^ZUl4Lty}wGhl$sxN+l7=sR!g{PhKprn)S*-_z6M70C&>0eTy_d-n*Fw+yTH
z=mCc%@)q@^OjsM<%3Q$Je&5PxE~9!8W&26<_MJL)qGj!~w|l#{uI=$+AAmOXq%8|4
zRxUo|q`&*OJOu&fDU#K8excxFBdy@LE;hYeLbME|Pb&TzIed6apQ*J~)BT8(Y#Zh?
zbU53|q4OGU`*2qeu<({`+q`ew7{ksAZ8$!ldpdZ4jJ`SW;U$H_F^vYIHehyib=LK(
zU(G4Z6{BNfWWrK9ue+tjh4A4rQzoADj?8s9bnICB08?+EZupfe9RWjr3x+;oy~e!x
z^CfRtJyR$`swR`U)%@fH*9Pr#7DFH*{90OE#g!$F+B>J=Sj)+NW8X0H^D)hI7Ng4_
zD2)T7s}HOZsJEkBdd-@zYJZo|V+G4j8q6AjuCO~S-|DGfMI(N--_Y=y;3TAMo2Qb87>fc0oxJ>^arEu9j-!jwk9%04N=K
zy5=Xey=wZUd=Zw8k3ZM$a#>AS2J9~Rnd#AS$&w{cSjPwN|cWSu9
za~iIh2in_$ZF@s=bEnAjIFKsxEx^+fT|TvE_k&JLYwO7xgVCdvU%!4`c_=MA9U9Ee
z-abRYfAe8=63ZUr2wT6<{G^YX?f%@+Pf1p!m=B%UZm)4)?K!jsHRa^wJc-gMFlc4(
zv<0bg<%sU>!p~>n&S7h7JFj0>6V!aiUcGt^x4z$vH#N#8QG9P+0?%(n>2g1cQWPZ|3KJ)?5vJg7gGo8Y-{F9Z@aBpJ
zYqRNgoTCmiPVDS
zO;L#%)E->}m1H^bmdOtk6>sM7z>`D3b
zB(N`U3?gR=IbOQ8-A%LeoQ)_DuYX|RLw=4-e!u>j)Pa`AJ+lM0C%EE4ju9BwAI
z_>S?+UyKN&UC7M6ES%AIs+ORBAhz1)SCjg925=K}*(Yfjx`%#`@Q{Hwk(o7X7OOUM
zu8o0DLpFN*3nTgRMAn_%4`fnBbKb{{tXT=p>h|>M(-W1CpFj6aNSK7b?g@>UYj;?H
z++*YO?5|KS^I0*}(A1;_MHrJ;o}aS(Vm*HP?Fm&o7j~DJHMRK57hjkRdBxuPMi2uD
z&zDVZHKW|+bSOYg_n7VU^?9#?H*X?{s@}UKtQGroLX4en`%x<0v3MGmW9VW@+r@YzkLfpPbuY8XK;wvinM2^LDQ;KW#ga8L-&SN
zcW7Im<1p6Lbk+Lxvk3o~3C%&}5kZ8tu(uz`%C^I%S`k#}U6q0Xa;(z$3-w4DBqg)-
z+ukPZ8ihVLbmx!vGcaB1tF>{+LhvfG;DI!kgUtsil{>Zy1V8*I-9_BpT6kWO*UuSX@{|Jr1wg0*asL?8czxk
z-vT*Rfd9<__d9j$Sol^9#WbNiy9_!Kp7Qt#fO2=E8D+he?dE)r)-Mb@R_+TdN
zI#~0A$MX&6L$QnZ6ooCTK2D&XG2+QZQRj`;Gu-_u>yIxVd$OYe-lcmMti
zIy3(MkExOQSCo7~LHjSBKY3CWrOfD4b*&?Z4U6KFu`x-RUSz0z=gwKro_(L2`)TDo
zOUvo3U>XGALuDX#yXHHjKe<-E{2J`V=K+8@gf-#q9f9Wvz2e?1dOq6Qz;!xl
zX#n)Bcw;=1S=EX4URC|FW2@Q~jiT_NT^fZ==8Y=IohfjO5zw{=U|>ze^TR6$ayi|B
zFiMdy@$mHikb0O%n*|oSE_ZWt%OWbWfacQOyC;A@6ZQ1i0jt(ZmNGRB%nX~n+iXSr
z2||?6X*gCDP9BPhBHk2KGLi6`^N2qDk;4|3qjkQNudf5a38k3}JjkR>1y3NtkdT@D
zsslP7Wu;tb4RMITZ(;@Bs~BbFA>IZA8m&9uI|aNhf0UNFz{cVGr&YHuZ#w86L4(Ztr8!|KH>@CR^=Q>M9Lk7@zW2c7J8$2<
z{psu1X`;v1s--1#I3Y8q;(TKp1_(Xq?>}bcp92#YZ~AAZkX`5CfyKIp!3G9r8I34IAY#8hmAlW}Vu7B!I`{EXVqz$yX;x8D
zSdF1lFu0C!*qqRb+a0hj>ejpW92$SfbY=_HI{8*P_ucA;MZpS*(G)fV07t~f^PuCj
z36$Q5b)jG)~1j5MQ|3o1;-i#y^GvMq_lvMpgW_~00uiCJ|oMRO2
zLHI{;IEatcLn-M6omCkYQst19ESEETJIBL$G)(8i@GV*1SikSligg8X
zeX;Cf5@w)!g2m-?kYLKe$NU0Gd%4UgKm_-Y>S&N||t0-qqH1CRt
zjt*p*>I_J1w(8Er4}OqV$)6SjYvcaPI?k=s=6`2pIe(qh_?5C_{?@HJOSgNp)W`z-
z0>$Hk?O?l;SoZ!CgSEqV?um+FLLGy8>~*n5Z|uOZ8Y|YfA;_ue#t$o3G}6z87I1
zMfW-Uc(qq^q~;TGdAbP+V_eXtpM)g1Opp8(3+ctybO+*DH)UmG$lD7v%f|n{ObCPm
zo`UP%K-gS-#k*^i>#B7okEZFl^rAMG_7pFa_J1Vg#m)xzo(<_uV4q7EY5M!Kv~fnn
zJnaE@A|t*1{UIagk_~8p&os6AGknMpyT5hj%HCTxhu6QsO0|}h0y!?C+QCJkdl_iQp)yHk#`kxFkwHwyhyB&P?Q3vy-u?ANqx=24cbOuW+-?Br
zNzd!bhafiHJlgeuQ+}y<0c!%rw6VCm`ms0I8hUX+X}4
z^b{;EFMzW$oR2{Dgwm5&uZ}_xa?1B3=_{pLzW_?GK-{3D^lq4wkFFxSD8)(TX{LQ;
zTMSqBNob6oo}Rees01RxMO}jzU89kAN<>*0?{3|?VY9Saq$X;#qsNbD{=7qs6+rMr
z^4~9m#_wCuw(Puxj)|Vqd`!vwr(fN*KyxLH*f;uJ);cffuZ$2*UDDQfGC-Bv8%b^W
z5_QlURa25{zd+-NK9P%C3~A&MMIzbBLf*Vu;;_4?2tYKM#r{@NHu5-c6xF&ev_9@+
zy{H8?<|ZnI`&&!fbLtMkk#8(aJek!vKH|RQ{?Z8$1;k6WcCNmCs>`VEG6^RVxw!G@-Js&*6fIv_TU3&Er%2V3Z
z?NAL#W^RrCG(3Fv&Gl>729USS<78(3mlmKy*`bps0~lTHgDwXh<|Fbw*>O-=MMXc>
zPi#qAf$U7KbLU48@xg}<&FdHN+b}@Eb!|y`#7$R=1uWPQtvm)>_Rtomx83LN?&obk
zHuilueskeNMhbGGmyD5Tw)Rk+OwO0FHPzLg#u2G>Cbm#d(fm;cYtu1ZQ~C@_9Od6K>pHg9N-`;!Cl&GJ}@0~b8*fnIj3Z8>y2E{8@YFnOk{k-sFD_?hj&>Kc&BNgh$&SZw=wm{Q#R+VQnbLGHca)yX!|n7D7XLQB|o`
z#OqOouXD}*DjP}!V+VW}{tdms`W|-0nMLs{r%6jo$Mt_o{@F`7dlHp#XE(((%lL9w
zgDsH?N`-0PFO-6#Mkx~IGiVkEA34%ae9Wl}47|2-+q5^n9VM-wHR!f$2K<0&d1l%sfLDOf>e1Jf;FsmqU*g^!+LOdiL
zo}@PTNLInE&*d#OjbFpkkyvqn(qT2|S?&W?<~!}A5~aud(7hR9;m+BaoF|$rf&=E<
z47;1Qe750^@@~*Ken*dX%NXyfJN`gvaaGkpFiOj?}N
z2D<}Ac)foU-jvais>}BV%X(Nh{(AVU$hD3W)HT{;^XARd`zu2O+L4A&@MuXaYU4IM
zzBZ-qlFigb$Pp?kt4<^JXzD;^)Ij-B`1S{-sGSrIzzGL@Zr#%51bMmf&pXvgG^NN`xOB0D!~4
zHB~JB(pb~IXU|gD9>LrrPOO)o!Toi83GK-(%rYRaN+%de8XcM&l->8q;`b!IiLBdTe1TpSw6}f!3`jw{
zwQD=TV~bM*{Qj<&$S5O6Dlppgr`UbLf(5p`5Z!JQBvi(2P~k*Ra^*M3!<8HwFX?%B2NLvhvVEUKC7QKk@}_H1T9a
z$H8)8HBgUr?W*whfxJjDmVwl38W5Rdu$SW}=np=C?zj@ly^dE}YZ@TR;Ao{o_CRXc
zu3Pu_wgV%UCu{JP%!ia5`LH-UKHcYQD`j~&F-8b0SvIG=>TwtHv@~JK+c?4#B{Fcu
ziytktx$WCWlF7tzLjlc~q|Fdaf7WQdyb_|R`?c#Y=_yvmhYzLEjJT{kO_}0Y
z@wzj-@uj~mDkL|R4@>hB!@|`hX>bhg*ECAxfp{Kqxoeopi;Ii1o%jaEqXYh@YO71b
z3_T8@@k19Q=@ioc*y2j3W%nJ?Q^xxY37_l$xk7hU9jmIi+qdl}?z=MVOy2g0)~htU
z=z=%*k(HWzm4<=%&f=}Z8cE;V!LYCtki!4bipQ%)3!xFLfK-%@hf@_RDr}ckNzE-H
z5>A*j=|*A~BJ{>r4
z0G(YrlRDKTQN_sahQ4fhmEs?h9Hhc`7^pzAw+v`;KYjZ2esJ~}lX5O&F~S~dYx~Ei
z^>z$}>ySB6YWZV|(WHD3LUF2>T&GSx90QU8uUp(>fT36g=dJI{3Jp&H)$rlNkso(P
z!~XE$L%G-MkWtIrt22<+_YlV!r9>(UlQ(UQajT|OR|u5>yAWg$EmxDG!lR?*$v`Wr
z+*%rRAQ_kZdR^{pF9FFAj*8;Mm^BL6rFS}S(E*6fXp)pug2{m*^@h-;6l&dEQ($v>
z54Xbzv_`0k|6CKA$q1;Cz)`TqCzN8En&+O?7k~Iz_TjJbqJh19xhD0r?Z!zodl7vJ
z*)I{>7eyvAfiZKEIzXQ535&jd!zb>
z4I6SGHt1)JaW_QJPfa!~ZVTlHolg5ztopF^d&adfnLGF3_maetSjztCGiHc5N*y4S
zdmNE5g-;(p_9RFeo0v#CIOBsYkJwyD3bAwXhS}5*$^_1$h`WU6h;!#mjr_nGB@nJm
z5j<>@@6~Y6qp^0tnD-MWO^RX_Z(Mx*6z)!;<;jIHi%Rj86M7hekL{W@$d%%3)4Ub`
zehGM6g0usn{WM!?I#NbSF28b;cJKQAhV&Co8~TTyP5at=r>QAB8=W2%$9WZUF}DR*
z^BzBWVgkl2DK73)X5#ET5%@Uo&L-U4Sx}+(dInTnFM-{B8O^o+R}rBQjD>$J&IRJ^MW4+xPE5+}>lS4{xpj
zbMS6EbX=3@R3k-r6iuXpmT3B5-A&-M`|?&~NeyI_xYj5acQd0WN66V6eui^AVhz&j
zX`m^P+l0myhJdh@_2n}KgAhRXSMDG$FVFYZS@&vin%YTj0va@+p}}3x&PDYEM=>@+
zM3f5Gop=A=Xy>%Oy!XIh%Ko|Sqvtj};qiDeBcmOa`R-^dtPogK7CbCr@W=CXNXTApw#mrj
z=@}XALHUFd@AOyiQd25O2sydAcKdpz!~<_pyB$X6$7Nw0V~LclP3p0bkO-c)h?%e{
z!3ZZHdc@=aqU;lf9tLzs_lOp)=^m1KyaBUJ;rwlFlV2YA{dcWpTNstb8*cOdM)|InpB$4|I^hB(3GPeCj45M`~W)LhUL-
zuXsd-k7!(pOOJEEZHMbuecB9TFV*C(sInN{Pz9hV`SPVb5-uS?s4XF)&+U_F-ihY~DYBI&
zb_)s&5D2=DuS?fv4Lb5UGkw}9JyPMGTGzu3#H}>O2h!5gESW94TKKuDDm$V-|~
z9YFQa#fJXlT$f91T)hC|$Uc-IiBXiB?RAr5X_}ErY=cF|%hc6X-(QZuX5Qd#mlntN
z7Lgc%zgI-Ss2Ad@>AN;`VUQ^mMOB~R=>?hxN&#GoMoae|9sk(o?iNW1S}`+#G8iQB
zW_t>&)TiX`QJhi!+(T$dh47m%E^)K{=hRdqqI9RwRcb-)k-p8lydY4F)tSOzPB9f{
zlr9T*PDm||9X?==
z02z2_3B<=9#2sMhcEuqPr*}mz-1Vh8#17~sFJXDpL5b`vJ!gc`>BQym>!sF+H-@=t
zJJ+sydP;Zy)b)sPyP$t3)YhK$;&qdL~!QE&@9os}WA5VJB2$B7%m
zky<_f2H)DF-)58*zzJ{v;?mOe$l}6_`Sc|uIbb51p`#j8RyThmlr7@92VBOjIHBC0
z%QEMKll=}xf2}`wFxQ9n=aT-D=I*E8V6uF9O2+-q*>Z`|3$Nx0bu!5dDU!BRwXGN}
z06afk`!IVqB&hUM!@|A!I|Al9P5P%c8YSy7{o0Sb(vZ9P%&f?7(HPW4kE71<5O<96
z1TU();Y+UXQQhVgQNT)Vl)=$fw>olz?$SRdeik_|jB@dih`ICT`Ev!@o)R`4LXnS8
zp?=@Dky%+U5}Z+PyPHxuPoC_b8a&zKPw2v-0sHnzWo{KBX38v}&lFRs)xTM&B2WP*
zq-d5OMfM6L4uV(CSC5K{5;=pV$z7EG^1S*|DDNxP&Y4A}@v2T>4*iZcGW9wi=Zy-d
zq|b3NH|ULVFH&VYpfa^a_XRUMMtOZc{{C{z{e@%S;XosY
zzq8Xf3U)tuTi#rzyaNO+ssbNEcw|)6d>fksTxiIMl@IoGh^|VEe7f1+^Y_q$5P+Rd
z{yFrwz2~A1P=4BIr2kcx?_+2${#hbCA)?V}<&uJD$1!BZB2l`B5rBBJTs}j9K#tI1>>YoBeuVxUTjNrj1d%J)MxQS(wuNBf(Jj0H=$Z
z@_KbMqE4gXJ;X!dzGp&{#bI;A7zE@uHYn
zn6T@I2B5m{kt}W4O2xxhDNuZ7p684q1vcf}SARaf{CWj--V~vSMIR&Geh@Oa6%Xai
z=p_zjw(*N~+o2ul*~^iaK+v2>8#-u^EScR0PLKEDNjm~3(vphUlpfW(MPXvxYPudH
zm2q*}Fyi-oHE7N~#L*fpsuuzjQB}}1C(0nx9lfb2IS6sLz<`7OOe9XzU-#G34iaf>x9MpKi&Rb^z|=sA~R|sw@tZxFa-*9%>ac
zU?GY(q(3)?g~C^&|6>ZsSfpZ<+30B8;>-o;0NP3i4@^7@%G<+w@{A&yHr{vc?CNY{
z54>Rs-
z6v-xAT%e)W$Gb0@N0OkOUoI1yVxR?du|XqmRzaOUFJzyldxIn_26?)ZO`?+*Vj>jD
zssJNO4N+U{&gQV?(m7O6_jWPPkYW$~?
zLKIB|0e70_m5YrkchFn#k=C%?3sDqm?s77@nk|wGRG|7mP4+TAlqL|
zN>n6Tl)bqz2$ou=imFHe8kCnO6SGj3WLPBQ^*i8*7kG44g->j)69`PG+_4{+Oz$G&
zr`4YxQYpt-LEVLbWO-*(FWg!J8G{z{p;}trHB)~*?q4`qlk?7)3zv5a0G4uFB0Ol_
z&)V7*i*uQTrG4A!_Q=M`-vKdFgOtOQG6n`u-@?$wxH(4ZTN(C~$yjT1ai^o>DurXT
zK}l!fe2=PgNmemtZ256-{yrXN-5ACann5@6MUgM6)CWvE5mCtQLPS00a7JdPNq^<|
zSDo~E;_WUk`1{I)+K?FMGrw29987K(+I915RgCypTPUW=E$$^@Wio}U(&qT)OS$@bh*YAMWTNtf
z#LUCvUkO367|le|3@<31pLb<?3m+S(FIVm^&=2vO!EX6oO?swy%a@ZUD5
z%y!i(Y4qkK`4YOto6nh0mjyYTp;%2rc;h_A>5(8p(A0NVk#id5{>$Nnx3?4$hjwHQ
zsceC%1wJ4d++J%Q>AC`c5R7*{sNzPw1wm#2||1jmc=F{58zznwOj
zjMB@j{$lvbQ^p}Agd%MGwQtBm#3UGUer{)Xm1x675l*f5JjZPt2nEjl5hJ5O%qM}-
zto790W-9r%@oSy8q}6#lf-(^6vQl0{UoJeN3>m=P$@x3z#WME+Mlog>14|4=y1aY*
z{BHOsmY1f04w%nqSTxm;Kq@XIo$E>R9?^&E;!`lfRRv+52(EWqe4DjaxNzt&k`%Xo
zi05m6)E2Xd#}cte?SstHw}n<$)WOJ8RGdIiFs(+m=ne=j?b);0hn5dR63l?!hY!7&
z2^7bTQ@3Qvk8;PxL(7)B7WVjK)gd;#wxZhladtL4)q2oS>2z<|$a(9I{4)rk!{|#|
zGwR8cY5NYI4MJTV5RfJNxra+Hn!<56Zlr@*->iWh-D5f2myRI6%)PN@E&yLpuik?d
z;DkkZBLIuO0FT*H)8?Wzji)X>dStBfVW5;AD|wWq7th|}Mg`sCH`N7vIHq5-S36k{
zOTyo5P40-MQ+IH(8(B`^L4`fBFMST0Rf3jXU0n;_w=?4Lj?oi!#lRzCSXIysM+W4@
zI?2k&q%l&+Nq$7-CMHIAez*;-2u0^hr3k-5W2i2-f+T!#UaR5n7=SjW5O!3&8tIq|6a1@_^o{R*L4N|3<_3m@&04R1*H9DIl2_h
zEbAj}KM%zbAdT?K=zs(=pPi}fjtd~O8xIY+t|ECUtQp{r
z@*sfI6nJN&*1M6@lYJeoQ-ph!mfzDgF*ZJQ{J1QKm4>ajYl7U`vEva)I^x0wUpjR)
zKSqrhv2o9rzlMjMQ-1}w=&|0Aa3nz`543flvjn*ao!${oCH{gwW5;$Qd!>OR!EEt%
z>Fop|6f-By=&^Mj(0Y^@utg*5m8^HrhPxGU$+j(vW(NO?c#s%
z*^Z;ho*5I_`_AN|k5M0oqb+*Qwf!l9XY>j0y|t1Ajy|D;=fdU?Ioe;MAm>PqtM6^-
zuCb>JBOxYBm#VjK-=3j-L6L|FE2<$-JDwh?XlZ*LeX;Y&s?lQh``NS3l(HLs&Kc{)
zz||HQ96OX8)6LCSRXm~9LG*ig*cYnFu!L2U
zQ%ddvjk16Fxp?QMl^u>lxx}gLq7o5v-`&;1PIn#R{qn&B@4gc*R{;uS*g-2%+;_o^
z8#k6LnWXDw%m(-_Z)wdLFSiVp$PE(=GkSdY4d(zTQ=EvdXnBgEb`W(>~L=WJ>suP
zTIX!OqhUBeyW|K=CBI=`AT7Hq!gq5|>4ZpD+W=K(3zaT%=Q(`zsp4Dm{+-+YOjg?e
zNEi&5f4Pm|vA>Q^aH7kvebH!u#e+O|@!}Ck#Y3uN><{78pe!MN15#9PW>Y-Lo_^>n
zLaC3BP!I=`_4to5ENsAnp#vD|=+9laoH=j%jvWJ_0nQ=rm5N-a|A(CSL5=$
z0v^RQp#~IEF}cf&&(SXEhg$fno5woHzE7~vpMW5hlPvzSu%Iv)$U2gMAp>9M#=>If(afuIp=n9o}KwYY!t7KZJ_q5M0mMrr?j;PvN@!_HBQrTO7Z?4M9h7
zm_I(ydT!WDI>v=b_^~}iUk4@*Mq8<+9B^Wv`uFVRD`*ZqgoXib9KEbV<1ny)|Ne(4
zV-HiK9;OUCEWQqn=nF1pMUoQnckT@02=M0og4`ahf0dUP0QcR9JIV|=^}15>%5*4?
zAw!2YT}t`X`BhuDwhK`f)v2KZDsBUG~eFMA5`7;^-G&N-@7yP()
z>*@RV^;m;B08t*_@%lv5K3xvM|0$tMN7e9{zaHDA4u8GdP!Mal`e)L{jT^Ish<8Dp
zT;Elcb)S&_h~r6n>o8@(VeX}l?!X^a>t^1%b*pmMrETXUKWb!dH63^)mC)3!6C8pSiQg=G
z@wIBgpIVyXh}Gp*Fz{N~V4frWit|Mj4QAN?
z`ie&#BhR0oTA1Q7ci`N!<~MKM3SgjYNs@~$GUY)8=}&MAv#&f7qGM(p(ryYvNwfx%81Np(4bUCLOn*QtVl_OGAc4NDr6*eUibh1Kj%8d0lq{90`a`EEcQJqRN10`A?DGpmQHs%rPagZF7pO{{waUbYYY
zT!DR9`K-=E_|#M9%*hSQ8rQYCELKDy$0H-X5L@h>f8BpCx6&R?{Jqd|d*D{~0%q(%
zPqK$(B}W&R@jzP>mM`x&f)tzfgkJILd$8#i5ZJtcD@A@0nHRgpD0|Kbx#C*Y6)>qQ
zpBZe=kN?|)hjnXmBZVR$==9T_Q&yHt7D*wfkll08m&qc`<&oV%I=MYIwx@lPV;UC`@67bTVr=(5rn#1464<78}BIb2YK#~!E=FGy?$u>G~PPgQv
z^nx_)hAUQ17J*D{X3S`b%vDZFQp~q;XwgAv^Srv#sw{v%drjNj9sMzif~|Nk4}kaw
z^EzeeL!i4oiYb$^3_l=^W5P0mATQg_Q
z+=m)@P3^DMYpBQNW5NcHV+z@1oR+uoduDq)!EK~za=1aiBZqu_d~Qd0)=i)R4vA3I
zjIzG{RuO40-;8IWEnf%3esm9$n-wVXjHp9RA)+Rr8eP41Z8wvsJtt<@^=a8;tK4l=
zwnHAxQW)EH?;dW3uC1C(SigSQv<1D6&sCku`Pk=s3zKa$9ene}gID|w4+#rv$%d^N
zrtK%U5B}jJ6k(e5S?36<ugqRcUEPO}OJ0i}4SWl+tdor`hOxS!q>ub&u*M{CV>3
z_SL8LL2qHRVHam#*`SUv+1sd#gZ1Vnf0fFu%AvH|`D|NQ)Nv-_3TjybBr@xQ!@~nv
zN~UyhEJq1bA~&n;p%UOxrA}FcR%q1JGO0e2`f>CHGfZtrE=mbcqfUjSJk$L3tfapM
z8tKfp@Z8ne#k~eRE9|p!O$o(b;LpBz@&%d<3KC;GbR->Y(S(KUYd*?AqW2U$4-UJ^
zeS4&4+OdJtu9Uz)dgai1%P
zb_`Ice$x$f1g=t``P8(usQ7qQd=t})pLOzRv!mH;j-WsPvRcf-tqRcEWPVI!scSab
zT8Q+--0ij3re^x^O8$Ey%Pw(Sif#tC2^$TuZ4v?qu`>ruR48}9Lb4DqMPM0@Y3Uk;
z)TX83`Rn~Y1D$FLw0Ue0)V&uw{pd^=-g4>t_qVg3xr`$9CNd`G=C}R-HS4!aFzJ8D
zbNa4;)A^>;0#kz|h1_o4IIE^rJnR+MakGu~4wzJHqB
zSNg%HZAj3f_A=?BS$W?yHyOkjrlBFd@muYv_qAuXxsFD(fe|EW@I%wgQ^&i_%Y5tn`K^YK;b3!59~H~k#6&Ygpdz!1CHliu0fd|;tq`GR1J!_&bFIp4;
z>emMD2b9P=Hg@6ppa1L_+FRXiK^8P5$J@~*{oQ+^mXn-`>gz}*D)nPShiLSzNvDc9
z6uu`09i+Z>=z$RKDlB{OMff8$G3Zx2$$rpJm!b5Yn(BbRi0n
z9*P@RuQsNbb4#BF+yJ0+ZfcK6kB4V4`JhUzY?H{ejG%bZV#by*ip6$uF9XCp6P?m%^Wzo5X6&i8eNP126WK11~p-1u@fN@gRkKMJ%b
z@T|ntQ%(JjTXUCfhndhmddE`^e)K^%x*fxJo&^{|XrBsa|GM}06op%-c_*aax
zA)tB0fuFH!-x+2vkGwtT*u@aGh{VKod(|kTZ@pr9>z>%z@Fpp-A(6UP+Smh-ltM3H
z9)OPAwyT0lUT$EJ^<}~5v_Bt%P(kyT!8ucu-Vcn1uVq;GtJ~(zkp|Yp
zY(ah7ZlM;m+Ho{^0l!4_C`ge+t;Z!~Kd*1^-d-swdho58&(tJ7vw^n)0LbFU!=slU
z^SiNQZ5}POwx$X)hP+Yj(7U!P>mJ>Pd@-((lrO#a-Rm1%dXK9gqpAMpAG%1gkaQ~n
zc)*|m7M*XnH#K$ihVjHq-mWpTw{Oq+D3X6p8Q!@zu|5=;QqWlUmOLJKjF+G}5W;7>
zH){PmvPaRprvd23pY@*7sG#pA>aTCj?5^H0_*a!VVeNox3ZELMZ(OmWKYus!%$a7~
zl!(%!(C;l%A8%oC9T`UD_Yc$b>iK(;%P?lscZJHfC7pk6GXm<^DsX#+RJr)Z%K%pp)LaZ{M{VE+F%czoSx8+Mtgl
zAKjKD+79ZO(A#R!bvvIO
zGkNGqOItg2;ND|9T!)WGb9ZYq3*k|9vy7kn^6beYjlafDAGfV%*
zCW$1>z3d*Vk#M%9$8{sZ!kVI*Ji6&4w=KOwrsHeRo^?})-b|}Z@0wKosBXlc(2Sb;
z0t5fb#o3{zGoRh>y>~T&IoDo(ux(zT59AlCM|$LU=DS_EaKY}1S53wlAXu)iEX3z>
zamd%sLr{-NVKw~2aOZVX(`o4736rqX{P^i#(eKb*xB5xFQu3BhuOCobSyR1~
zt*T1>CSkKdVK1FL;!dBIoM(AnwMK2*UXBMZ97pAa|9A(?E^Dtb#JMO-zKvV^iJlnB
zykTRt(!WQ#w(PyVhl0cnKYMm1zfbcw9im+Z(O4W`-1=`gU!U#cx@i-ke(f+s$RZ+?
zK}t6h6$w&MsP<_9qf^KOqvJ1q^~#4Dxhupe7=>f4!;ZJ_-XXyeI!>W_L0P96iDyy>
z-HWL7tE&?n)!pmk2mQfJ@5tJd
z?6W0HmsYV(g^EV6W!di`%aY26?*xiV{k(vbn14d_`>3r9}Nxv
zes5`GYumhCyW3X`3G!wjOzy;UQ)!H}NR}3EV{U_um~?cj%qDRzAaVq0JQYE{?=|Aj
zwySUH6H;4$FeWxuWN()*Ulz~UGrK9z$VNtnPoudCNk6_GiSmOP(tY{0_V-#2(r*o>
zL>5~iS747ewNUUVcV9ej7CLv@#tDP?U`!`0sbKYqkpzIoKpSX7}=P+Eg@ww=RC^
zP_z9^8E2DFDLggpHapwL4@?Hyg*Kq0YnEPLHwtvwn;24Vr0rUE_j3(<=(WbsqH
zcI(atQ&Ut3B$*H2=DIXwcX|TTB2JyV{j2Ue)gu`F=oSW{k3$+RVaZqst=QLG?7AL-1l=-uX`{MylQM#HV
zsi%FE6d)
zHYclM+M9Ev{ZXj;nP{`P+ULFF42DxE_;kbN`n$&LI*588f*cJ#xafsD^f9ihf2F)c
zWKQ>q%DP``It+pJ`vK^6W2z$pShMvmM
z5AjNG(XC}q%hDdb-~iOQ#{KWbI@%yV;7+E8L-d%*y(78uB_4lvX?H-Z*Ua0fa$H%v
zUw!MW$%Rc!9MDbW#J9Vg;#E9;&kX|_Mixy7M#qW^fn2~yI3$E2nkq`4O6YIZIj|UO
zp^+8TIZIOJy?^m(?WbCTk7i|!%ksy1N3Gwk$(0eErpVR7${%1q?pYC#Y4;vIzMzac_UAFB-iWy=b+ATi7a`3{1H&oAhMtIM~=Mq^l1kw
zP^U`tuP&|HSmY1c(Q+cN4Xd;0HQFZ~((QUy;M5nP5Z;;_RF`gkcW_QbMoiWxPQ!>p
z7R^l(+Lfc(Kh>7WDLm53M)+p7w*&ohD2qhGPP1ByN`UUFTks`)`5=sL0>9=ehS?&6+P$
z5G5)d0W?M#bpyR%CTo?<~p2jfpo*+*8!
zY_7^ojO)o!R1}7_l?^Fkj8rl?QfUCl11El5%3rz&A(uIfEJN-RaVg0d2`5k5Un)Ti
zCT=WPk8W5}SuS4eN8dt%fYexxv{eg_-6%NGYIEPxCeKTT*GnLBW5sO`9MTg~;<3X}<*6>}ovNiun%+X2C8OpQ5WdMHRW4YgxtndsW$
zJ=!169?z)@XXYDh`Q@ce4k!5B-n0hQs)j7?=@XecV%U}A5L|LbFmY1;ctxUFauMI3
z9qRszU9VbURYWbZy5{?0#Hea0OdR%nqdqg@owKoknQl;Ku-gT1NE{f?EL(f(F87!qe0GRr{9-J0h^uO
z1d0qM{5n|vSx6o}?b%DGUe?T=F+(0UVyQto+qi8dr5(2tKCHsD&BGrj&dal?eK>;R
zDxTUoKFeU!cM;=p;7T4JMV;7yj
z10N)3hUEQnR_}a4*nk&b=lp_j7BpQzN7Y>GatWq{zWSf8%OUT0i7Ss&68zrh=WV~H
zP<>4Zn?Oh3t52l5rJJA+5yu1y3DG;_Q*iy}#1SmtcBks%D+X=v{+-u(vPZJ#bMTY8
zou@7-YV=c&p8d~`>C88no3_b#+O(G7NEtv5q6$y4dp
z&C%F#^^aBMb@19sqJ^Fl$jd1qu%~4I;rIo!$mF#GBJ9$erT#}{TohoK1_3Q1z#tge
zt=A?7Vk=|UPENk*rPxq>{{YsIc5S=veZSM8Bzd2searvX0wgEn>Ndf)W$`#)ud$L6
znZ{w-novIXrVWc~)4X}+sMU&Iq>39+LjkFB9$izc$@rwC?-G&eUx2ThG?xhtd%XJHvQVG%_
zuX=Su71H?{_YGwF3Wcmi^O~x|Xxql*o?w=qVPHC!3)!q6uykWvxP>01DOj5lyT~rU1|zCevpi
zsazgUcyG9b+!SvRO}aMu&FB?HiA^}*HPFpL9<{DVl~THPK0rENSTCFmKJ@v6?9x~a
zuvP8K_Xk_)M4Lk)Hyt)Cd7*J-ydf$Nalk{74!Mz7RGenvF$m)UKe=Q#%H@8Y*L{$xs}LV}{!`W6wWa1a>qn!mB(MeZ)T$^%rSZN&k}gRT;9u3$xtbk64@@
z`W$cBPbWMx&bLv&R24dSlSowECLa8r#upGjBCE`F&KxbSdLG6u{Z?V;nCOKZ;25?a
zSMIPg^U`+%ZSxdNSY+@ARQkwB8zEPF`T2A1@lt@XP@Clqz3AS6I;S_OBd-+ddc%N&
zJIURZb0G+FM9+}Fcd2>As}rYQ#wKY0tL8rUy21U*P*Ne85II1`86Yx~Fb&f0qw@8S
z^>|Jvi7vFUG|=pwf&F`jc9A9$iGux|h1Y!t)TC2p`%~GA`4+Qe*C9hB)AWsY@6d?_
zGi+?cxG9a^pJ$|zfN3D;mtifu|8LoD^-~P#oxapR*WlCvu-($lHZAD4x26xDRl@xF
zw{Lz&MGdnpcgOS~O&K*lu&pT-AOM&Im(F!Wo1sZbk$Qc=OtWXOJ#B)fu21#<78xx#
zH_~A+26K+?Sy}9oye;YlLCnQml14L7CKWtbc=@)^Va$fI@M@@yQYXqVBE-jL6`&TreCFUlszYOXldw~cR739$
z_QG6yeriR1pJU1+Bd)~0tS{k85^13BOE3Z+g51A+cUem4x&lUhe`erO+fKxxRlmTH
zBnCpBFK~|l%|u+o`DEh%LyGK}7yJ3RvfTl*VFb5?sdy@xUU3xDeFStUf7F-Ei%66|x)vqj8;YJj?K*mNc=MD8-EY#w0zkJ<{Z097
z%@*r^jaJfU$QIlYw8Rs_|MqY-ApuCY-fRz_2AC^irUvKLn
z0z1l1e`nyqq^zowE=)e
z70y3!Sl+nYV#tWyOE0)$Tx^E)Uw3g~xSuhRS#s#FGI1Y_<3+fc_rJNG#Ro|3ifE^l
zFVqeThWMJX%un?6s#(M8njxYGy#8h!;
z`2jrWxkW#}-zwiW*WUGHLW0C+FDtpKg$mY>=STtu=O24(5ZNJ^ZyUtDJM&V%8Hiw6
zat|UK$SZQ(evA!V`8r_n{X=Lo^h>;Iu08?e5h+PPDOpMXb9%Ynd63t>$7KUpk7J&F
zDd{6xArGlFSs5URh$UF;kg-V_8&99^d-Xq0s#o(>&`9#BdJ*FH{5H
zu5{OFx{YB){KBBf!DbG(N}%=rh<8ss&w=$FB-tiO^dahzh&Bm
zPLsLosTySsfrC(X>=y5)aM(y>IRWyX8eKZ{-YzCj=3gQqD4I0AOi8iz_f|LKjV$qJTcW-H0{a
zCF=!}BAU7n2155`;e9GCB`owD4+peghi=+9?#mUj5x7MJ)ZG<^3Tw#gcmyqCRgz@|
zZ#!v4c1Hu;!^bcdva!K0=;@G=!6S9IRS&EH6FHo_7
zzBs(eKDex3^z(V#mQu9!0Cv
zhNh-OMn>LIf5ySU;nzT{I}8@=(VYw4&1Ilu*Nhyg_tX!es3O#3;J=FyHDbV9v~=Y(
zry2@0gaYQUycQD`s#P0hm!aDBrMxbsPLvyxdzTdF9hAqW;CNqMBI~?XzPhm;Hb_zl
z*coAg-CSxPS2~=FjeT44SOW|(aB}HdkKQ^u*Pvf{Wr|Ik?lcQH%M&Koym8-T28ZZ#
ztYn$yfnm23evWwGJx7l0!Vl+wVoO@DxNI~koHb7Li{c}^`(~NPA6%~h(7rt9m(;To
znSeQgw5`M&35ak`S3?t67Mkt7vKns{Z-PIqP@ZpufmIOH%Nr|pv*V3efm|`7`p*&cYs7{
z;8G*^{a(xa7eQr#PGqcL_ntj@m<=iKUFmVc)=GjsccTCX8S|2E5FsHI6Ya@{i;xK0
z*-YIyf52@;b&m&JT!j3`^JA}ey*9o1%g4_fj)g2lwK2@3z248^E|;!EBZ^rmu_>UV
zB=+SvZU?9DhPa>ewKlr&+sVJ1i=HSwuJ_5$0+Q(E=p*+v$1^_F=dyk
zm5QrzfpE&2Dz3BJXUtRF?YNl*A_@tSy2BO1u(D1;Zyu(row0nkoxdx|54w@lN82B}
zGdjf5Uy3ZA7agz(^s-dXS2ICF?b937)!Y*dll!aeHcFd*9DhaIduf$07+V%T?_aUt
zm^pfRbrh+w`sSbE|A|NJL9kYFxxK6ugp(?SEOCb5cA-M%#jP8PomhuVPO=DU8RBPzI_k>RE7_+D~K
zLROpRh73{W31#w`3Ks@l&7#j}M)xR6}4P>Qlrvc`~@hh2A>h3%j*z0rnt
z)D8LLlXuPiNQDcSTUGN-=vo+QsX)cXUUqnC!t6b3-dZ=)s(JQZyl_JMBByQ7J~HR7
zomJ099$@cIRD#U?(K%?sNl6h%09~uZR!g}k#Ii@rYIkk}YFB9(C$5m@vSQqD*LB5q
zsjh>B*;ahYP0poVl&LUjs!q=VL=-Sf!=Lwdeglg)>D)8qxNnt#TZtWOA)AQ8ogF!7
z@q^=eUx!f+o?9CF^*X|B*Sh+R)ut%7DC>C@)Ur*{#0a%4a^KE;T0V?aLjY9QvBE$T
zQZyPv$RJx{gpD81L9)J<&4yvz@w3*ST|ET3>5wy%bVeF&f9suo%a$vrukR>E>FDof
z{>WisOa@%Fxd1c`%Xtj)RZMPD?Q@G7O`EpA&p$d}M>IDfZcI@)d-7vwCL@kVxfIR-
z<|d@hR|o}@C{21#D*G&I3j3Ui&7Cfsmfx7^7@NnrY@puSD?E9=n
z!T#R_0<>F=0O~pGlY9*m)^OD9qJ_@DYc4pE2L@19brMo(#Gix+&&P
zYd{(?m#rxC6-A1WMsaIQ^Lv3`_&{ZUR9>fhJSIkPqzxN3NW_(42MejeaD{{Swe@{i
z$366WipP_nWVGjta$DS9JXtqt{8~*0`7q0Xy`aQSGG{*L$-rMr>Wh91^R6DCH}d}b
z#cEp@)>*0j19Ad7e71`Xog$q#V!zkTw;Vcn5O1kZR+v)3{t+Oq^C?zz&&ED@r0#rX
z0C!Aw%g|?a9Q%X12h5&3z&i~J)@;F~hEJeSqUmY@?dDei`UJ2m=A$wp+G6GYroPdg
zDN7rBde)nHNZupAb2bNdT@K6&0qywu_Fit%`gz|PTBqC5=K=CJ2Nn7BZ+vIu
zzD4n$PSoxp;3dgUPzx|oV-`AxmpP3I`){^LHf7FL*-BE)$@eI*3t~YM~R65kQw>nbqiL1Go=2f2-pv
zVufXXA@@l;YA?hsX*
za9q}-M~vC=Gd53;9$ippRrpR{BlH}YGUk>h^v9fuHJ|>nT(am*_Y%m{yqnqC5sNrm
z1AE1x4xy8$d-Gw)Bm3&Qo*g1fU#f5nl8Uukb#`(wQ4n%5T{7Eu7iLoi-IzvB^*nUo
z0Lh&x6ZR@DxzL#y+6)#mQMH0~gXG;OXh9;_I%P2|HoUFA%>3)oV{4Xa^!xL9?cb
      lYoC2RF1bO}K?epH5u1)rRLlAG6@df=uc
zhrM}&#!Ki6K!_?hqL2{5V_~2H>AB(sX$tmMn8BLIKLc$>&4pl2(M@?j|B$KOpcQ
z#T4IQz2n%sZWX}q8g%kf#J+p5nI1?3pfaU-e_dU9Zul6a-30*>p%x3Qi(eOJ=}Kx3
zjR}Nop5BoQ0|3n>+NF8nzU00(o5~kGXIys)1(QHz@`W
zem=ui&vvSMR$|+b3%5wS`R8}vhr?LW_&wS-lKMiRLF5A)W#W@j!nkvpD@P*c0u=8usV^Omy1}N!k-sM71R2nX=~t
zl#23T;#!wkilr+(|8(RO?5H78Eyw|X>ao_`Fx_StAPsW6#KC%jA@;7_VPjl{v2k9p}
zgLJ|fdGUjetlS(8(A=fR4JK~whPraA=++IWndT5qk0hsbGsQaqB3&DR3&MV
znN)|eJm4zfk#E(BI~k}=?nvx7$OXo75mHm_IeN62i3-Qmo_+foAh2Tzn}U+3*VXi`
ztNmsL4lbjaq|@9Sh)6gCO%oq3uxSqLHA|PmZ+=yWelPw^?XZK@Bq$wjvilDnG|*N;
z+(PBZ>%YZTS&d5^Xa{lGIk$+q>A;)R((PjutvlZ>C%MYhdE|^Qct@#hbgNVg@_GQo
z$nA-wMRF*hAAat%XvDHuO}v|o2}M%$>1-^>oFq>Oj!5%A(9mq`*t5qCkL0mT<-%s2
zC%KigR!$vgt>E#udWOr=r7~CbA~Rq3pFQE>IkPG-yGT~DpTqkKxnY=&adX9__H&K_
zx=H*klrb6?2eyYmQeb8r%)8ju?)#3}=GWOOU)eGKN#c)^Me|zP)ptFX*<9-|%K+3}3q7#p(zRuOg8&iZrCIU|Kl>}w%#5i;W>i^N^$Jamdi0riwC#^ADpv3+`
z#mYVGVa;AczPqIWJjUbiCITUMRW-?PaTtwjSEeHMF%aJ`GAQKEHvrkhP%8pNOlz!w
zc7q(1h!hB-N;U?K>+!nPo&7TyJIihg#|w}#Z(qrQpdF2Wa8LUO2e;|AcE!D0!E1Jt
za+8psPFiMomDQGPgA<*;l7Ke7jY;B(|ATnyKmR$YLWtMyY#Kb?iSs&jrg8E(F1&6&b&j{}jGi0>dkKmSE;mpl%DF+~F
zwnB+0R4ZE2Fw)WH)^twOW2hzol|j_)7xUS)BF_BDJXv2F+m-)_eiTlMV=yG0S_Jt*
zCCZa;#cv3GBCK=4_GJGbNi90vtoX{iuUhPp|)R
zGlq`Bp34;CXK0Y0Vlnm)X{Xy3{`ql$2)hS1%y-OsE}@rw~uIX
z7cm@U(s&%GU~~tAqz`O2MX@1?Ku|i@XySx-*Gw_`d&}0sV&|PC+|&r<9QmA5yu&7W
z)eJ(@HeEC}-0H|l>B2ar7dhWy$?>4e?i`y&;CXw*F>nBQB}I*ZXuyF&uZ!Q=>jx2h
z2&E;0dc>RXY?vAY`H$l26JIw*Q3SlAv<0x%I{_FevSogDMfWHVq@6tA;PFf@31CT}
zmQQ!}t$Lf=k?UW80NrMhTULHI@&kzo86set^KTeeF$|$H>TrS+(@?t8op<40jYm*AWY3T}+qEAM{I(996C;90U;tw(Yz3
zUQW(}kHg0;pIY#k6($lfpah62?uC6@MY@D|mOkO8wepT6wXD_4!s)*U+TP>H?Fx~m
z+T%N+^gZ@gytop8XGM@0)Zcs#iE$LZolX9dWjESTp*kiL-^C}RJ@>}htTM~j090A@
zNYPL8mIhX&0SsJJr0a!Gt^4;U=aW;XWq^Dc0D+L}*>4rb#k}N_7GWb&FYZ=z{*1^q
zJU~mGJ*4gTS8IRmV=qxY!Cr9R-)C-^kbb0zW}qF3V%M^`=xUsBDhg=9+z8PJQXIWx
zfYwba4m3tw!d0}yEGbUT-BBeC2?{5miIV2pEoVY|}IUEl?XLkk9n{P?zpkfpF%YIbv3hhZY
z`M(KdmK5#W>9=CsL+&-5bh9O_ikS1W1JR-L(=snrSWF4q1>j*DG3n5RFG?lLkYsA^
zoEB!>iu{|hKGjp|MUe!=!-`g$pU5e||AX7R0RlOJG=skF=<41vCFIs`%swU#-JL!!TFKI;7_dD3W^G5q9hbZK
z4KyhdOcF^fMNjSz;Sed1t8RJ#0L$P59)A*Zb=n-RTlq)vS6?HUxh5C~45s`eg3uPP
zc`(`1@&*S;yOG-xcC%}xEtGkZ(CQKhPopg1r4HLtzAo5wTqxZ#`
zC6QuBon2gRmtNg5!8ZGa$!`-DDb>384>tcq=9$SUseGb7oRkqKinm?cE*d6pb5}J{
zjk7u~$hEDthJXLd@gz-WQkBmg*V+6Z!cTlF2I#jP%~()zH*b8*i;eE4!3Mkm5oYs3c^kzlFfO2JZ?aoU;K77dSh7Ss
zz>}6k3OUMdNvz4rQl`ySQ*Bg`_XG{zIIx;vU3(vGRC`!(tL`g$_Rx1}F(YY?&1!6#
ztvQTt@w^7Del-@^XeP-5%TwNuqF!iB!+wo3p<@qcXrQOJDDZsB^uL!s+Bsu-hqi6A
zOq;m>e6f)&B?3rrwV*?H0sN2&k+%m6&G5Veho}Wg8itWqxhg|ZtpN^w%BDfW}?qOv3>qoC+z|aF!Z0oF9T^h
zf!Cj{qpa437>3;@d1`>PPVh7mb;9>G=M__FCoO*1vo`(5y-~V5K7K6QxM6wAWIOm~fbF$)bX|eYKv{+ngK3Kj(y=E^t;(Fn-u>)P3B&IhMM_w-YZVQG;KK)9&7T
zQ+q*WW4>@qF+m{%*=)ZvVm9J2vrxz3
zoJXZ~XF+dCx#K%9TEknDzPaHkCdK`{>i+TczYesw-`^>m?edvv&2>p?Tg$I(zxRaZ
zN>HX-ar|PeRuRsFTDc`>A0F5Fu2p}kM;`C(CYq9}>l%ha
z(sMApTdcAIi!vclPoA{pd|LFUm_8ojcUEn5Q8~?n%s^P#AN*&R#CzmfPo3%`Zy$t6
zWLUtJG-@|$yFaZCFK(N#wjNZ9Lx@A$iLuABfq)J;LJGSoj=4v=7O>-(wQZ+|?)@Qo
zf?GF6ow6#m*KA-nKyhT3N9*n#2@e-mpRhFnqG4hEfi2qT+GT`~AE}Q{{2#zXWE*C%
zRg`^6Yu-$hc^T-P|Ltcz#tx{UD^(_FBY9JA*B9B5UqLu&-+s|0G5wqupZ&-tS{9wq
zWKL4t=`)x6vye&uDNI;ux`FD%WB-Ng5HVt_ncIFctC~Mh_2EQBG~ZTQGLO37i^v+>
z^83vp&ORFIm!H}F$`swH!FhDne$e_$pIPR;dJkrp^y1jN?KFj3NFYvFDlbiHn_-Zg+fT-_UkFNy*vM2l8x1T-$|`gH&-Jh=V7g
zM;YhWhp1_ie{x4YJMrX@s?un8=>-9-N-vE}d?blwgabBYQcQAseo6m6ePrg0V8A5=
zD>ISFytvBqTkddfs*PvXJ$M5zzzIGu;AnAMRLWx!wAy<$j%(&f2>SWJqi6=sPG}Zm
z@b185HQPHNf*iICMB9$oWT0{(c=e$s^BA(QvDi%+Gn#|((a@(|6NL9+$%z0%@}>A$
z2TG`%4ZGGybJ(cwo>sA7?D+~8vm!M88eol#@i~|AfIMAI+#I~tuQ#%mI&or2Q5|!L
zQfHxJEmHrN=kpAl+RqdS5f&7=K{Ik|;d5G3pUNQC2byf{NgBsvA~yeRA5
z;I?GU+N-7qIN9dpiNW|9Q9KcArl!E?*NgKh}9jgbNr%QW6bqU?k#f|`Kbkz7eeU5NZf
zOrn4_Fw{z5b3>OtRzuSHseM%5m4q=MA{g;}X!GYos0fh*-lw81h!=3F+sK6pF>5cJ
z5*Xmu`(r_888#>_H_q^Dlr|22Rt+g1CD}K*0rZf
z7e7XyF>9E24Y^8ws@vMfH(pWi%e{H}bU%JDWWz#AhS5aq4JhqZgR)6_9-
zLfc!MZ$4o5#f)`2w(F0PrO|A6nVsqyDqW7^`N)|t#fS@tkD)AB2x00BJevEEA+(Ot
z?#b3Ac+r=$z%FQ8fS+2Xi?_~qe!aor%RuWB342qK@6PzrcYQH#IC)jA?g&7
z7Zj(C@H$ZeDmz$WRxK@U$q7?~-hjUv(w@=kG7WI<70>aEc$_-Lc{+
zVTh?ei#PKNUeAeuSkgunAogJ6w3^7Kw}v&e9ri9215oeYy@i1tNRv;Y!w*fJRGS{P
z`W-beGr=S?y5bu+?bn12#QV~UaA&CVjEZM>C6W~MxO(>-n{I(MPV4rLB8LqQ^g3d0
z`+;YXs}pbF`0f$il|*#Vyj0&yToPtM(fSezi4?IMVL>b!K^=A5@W0@o-V;8msElrE
zqVTbYxY=lY$x4#}OW+`qGJT(%XUcR3;xbt88O$z5zAiNoG1hZ8FIQGpPFXTuyi&Ba
z7?-mrKBM;$^Rx(n$)=~lgoOkTFefJO&zJc6imT_b&?s0bA4M!Q_mZYUYJJ@w&S(xq
zFojXfjG2mKxQo92#r)4-KAyXdhvPm9km1?Q5*R%p@<7k13s9^&hdN
zu%Pd%G)(B#1h;?c?(M(~ubn5vH(7l0@x_xH0z&ncci4QVp~JOfL*vXpw}4nddT`Vi
zI2uaIvrXVJ?_B^*4sgSx_c}guA7<0|$6#xngSwO8nDdFy@FnXP;_`0qDKFZ@HCr_?
z=E0_C-yaXxj{5n9(s~d?cH65D<`MSC(O)&w>dA&>tb?so>@6LKGi`B+W_5BY{$1BKFDvMt7q*b
zISdeDOm3T3c~1su^YpG$Xv-LkUMc*xGRj@For#YcCm0v-l6dUha8I)O#SF$lx0;YR
z9*&Ok?VPnk*|#6Ie=B2FYxx
z%v2W4ict$4wrtqBbEow22%ukbU8FimAOqhK(G3-PlP%x#%>}HTJ-d_0pAfWCJeA1}
zV;uCf_A~A5&Mp(v0VT{!5dYMJmE1k&Htyl1;#k@Z
zawAEwl$J{}kCV|AyK=l%Iv>D^gIBCOWaUGIyJj7MWI%U5@hK-Uo3XNJQN*KXMNI1w
z>+Ang!Qsf0fD(e8EwWw+DvzWAzEY5@kdXGAmpp6^x&YSdD<;FFF3l%A3Oqz?|H54%
z@vs}w`X($VH`p%@f7t@5-zd&c`fK{Yfn*5
zuSyNpskn*}iILn8026ON&mhfw+4v4aPo&$P-x-{qo*sI&5L6M7Py>draf5M!aD8Y=
z_6u^ZxhrSnUjAeqpS5Phud@&<(j%wtVA<^+))$f{{{1#2U^#
z)Wv-cd>hA_1EopMKi@BMt2KvZM{&S^2a0G1ggalW(Z~JwMb$|gEpR8IJz!z<{Db%Y
z!F}&QM+pLqmxI!W!
z2@wl28<3-Y{(u8;=JYpRxTOf;xQM8ge=UV)u(N591<5f~$u_f&45g5wr|9eK_N!7`
z^eSMm=w%4@lC+_BT@t3w@-jKwu=B_}eROrl@`3sq)=-Cw7*x^*z%%%p(j1ezfn{+k
ztXN7A;07tnRU?b1EKh!V;W*H5Dp}+!*o4fi}O}L+!W#EI|>z$vZCE6u5fI@~i;3?nWV0)BZZ}S1>hiBTMpTX~W
zuz%OaMl6k9l1E5YYW3q;k}Qiz^>9juv|!J=-@T}5VDYxXy>tP2Y&0l7wngr_sFDej
zCf%e6E^$~`^sRAE4Xu$9EB^RzQ0%iO)8|^&Yqf0Ikj6m<;ZOz3BnyaDA-QI)?++uT
z+}Lt{v)`FR~gJ%{$CLh%tD82yoW
zxd$9BZg*f}5A0T$pmJ`w^kL_3rDA!q2)2dRoQGg~dbc?x9aXgiHOmzUqDa9fq-rTQ
z2e-?xcY|?$@=AwMU`sJ3gL`P<=(S;7##ib|n^16_?bH
zQ(OUU2zWfL{uco*?M~5OBhRpMvj>fP$vdIA;8^h$E}s)0px?QNmrc`c3(L5}=3_|`
z0ukLuLaf!aLs~dRcYqwHPTkPO??0mDK(0Zd%b6<-yt|FVG_J_oqn={h?%V=Z)>#0j
zdy>}__e@ot!n)C!s<4f`>A3Z2$1Ai#?~L_*IW)uQ-x6#}Hyo3mMt6L1bYT}j)giM&
z37P+|Qd_>eAhHc2cI}OdEIXQ@)@aO8z^T9Q2De&QPacG@TTwRC@1Bv=$vIY=JpU2`
zkE%Hf$Ad=9)c7`gPJjMObWQ-I`Zd-Fhnak-0oJn#9NWElgK^DMdHtwM=twi(+J0|G
z?B0Eb&7=%$2bl(loqQ>qb89u8_Qz+55?C+6Si%bks(I;BCYLDhLOCO^^4Paimp@fm
z4KwvFzqv8$PejH}GZlw42W+Zmk@&oA_xAPcv&&k~G%&iNGzHc|ksypEMT_rlMpgu0
zLuD?OWO;J5Tie9>-l#{<$>HK8OAhQp3=J-t+Uh6s6cUbozVPs$7s1W;!8Zu%^sG&s
zhp`wwkqWI3jwo1P2dSt}a18iQvFoTCH*Y3=ZCmcrO!O`%`hR7|FD}+0g;(%w8uBa=X6X
z+btjJZ2!G`=g!N6-b7;==^VsV7MZzX;(#4IH%1yJ?@I|qi0FWE0*O{8C29RZr_FPj
z>#o5rPu@MN)yVwOge@a&l+Kf-es24ja`#jaLowyHhy+(sc$8NR4sf*3o*5+**O`_~
z%iUu=uG)^7Ng|R=4)moqz@ue(WMpgHNixDz6t2_&#Pj_6<(g9R)bIBBbLS!x6N5l=
z^=6uX1eKQQLg*OpdPL>T!QzMoVfCN-asC@WKfUSGlR8)O-4Ivpkfj5F?3^(N-6{KC
zs66I(%J?;usC!3*UU2HvFYDNkGs|ZuU~m&1CDSWLPs_T9!Qkrs-K%9t%lPiEk~b?S
z_@1EkJWeHm)q
ziv+)m7>gyr&x&W}c1{io%tj(hC00UaYzoeR_vx~|LM6l)Q1~y#Y0$XXHHrKyfUs!6anHKLoX@RlMGVerY@!bkgX))
zUf|DyoAU#bY=~Y+Cf!MD-oZs$`l}SU?Nc{)ZQUSt<`f07WPs~j1Au3K)~OqQ22DNd
z{|;y3vjz;ZfEN<8p{sjp*x6bj6q&vZ_Ig8X`dFT21F&*$P^GxGAI7YXPid!-JP?U-
z)L@@Za=&KrdJ!&x(`=9pfEPXP(0wz4?_&3#bNG{v2#Ev_zgxUBC}`!Xk^|fq^>;v@uEP5RGxdS_z<(g<4o!PO
zky>o5md)L(b8SbBCS-Q;{QOhp7{0t4^`Zi1)#Ziu$Kc(S`;0Sd`gzkinW{?y4mA%)
zt#@MP_CG9bT-t?Q^ZzaJXiC$B0LFV!0C1>q=M)%JOnlfy51L=FIh<_`-QNOYf8oyK
z6qIkrbR6c~n>)|o_v@B(?Mps(HJ$P;ydEJ&1
zXNRT(kbrs3L8p7eQkLi=SysyD
zxq`Zk7;!1{^0!dWdamhJUGibxRbYoa1v3-F&*+9gMv6V)M8s-`R|u5CAmLbu7RP^(9211$6h|n#MFkE5m(!R_LuSOR{1gsA%C%VR@n?A(&A44`LHT$z
z1jf=dtG2cN+^SEjCR~7LSJ-{8{cvS5DoJvbWM&F_h-7528NolvtawvX*MBn6)Um7Q}_
z32VyWdkZAM$OimBfk!q&U=SuwjMc4?9o6HWN=RB_jF!+4%q>UrD#Hp8KU$g}XxxiJ
z*mqaQjptMj{l6Aq_$#0v4&r44^#w~w6*ue{eUTplF8wfw++c?ald_pcP$6B*`O9=;QcNxj{kt9k6q4pTxbfrn8=24nk;#yy8@Ut++Oy;mvK*x^77*IJC)XTwZ*z
zg1YrGiYpFVF6gmtZkHSa>i_lC8T$E1?4Jf!Gt%f91ej@KDZ|hK(j{tE=3OHVS<DtNm66B5IS3B((!ZPLr`?B@Fgawr#lyYzX_Ab7#SB)xXVh?V@+9#>B;`
z(1RlP41d~vPV(~!!<^?;%Sd2x=W~~8|4F0u1}YviElYo7v-?xCfLhOf@f6vjwpQ8u
zk_r+e3BV8oHuI@YHSIel
zkur#FDg~;p%VJ;`Iz5F_WnGbJvqq9i&$DSL%IBOYb)PgUZsD|4oekExYBPGbI(22{
zoDGqA)u5lHSj0_KWN?vIhnC@Fb-#PDwtn0ypWr453pbRcdv=C#;gc_nDMh~MjarBG
z6r#0c4V^ZXcyk0N4vP2u{FH{Z-+{onsi>-3K$rM@H+nI+6{2aB<;I9RB(@b%dKNO=sDCUz{b=2808HgGv>$)J(fq1veE{J~Dd?2b2AN>=QI+}*d!Uvf(b
zpD893jDe^r(0Y#pxC5Md;qo_Nk=Ann2+fWipE&??`HqBD0r5CxV_p5`A9xU0gOsnp
z9)7T==rtwQK%i)aItxicGe<>qSo0We_O8qob2QiDeS_^>N5QleN6xUHX#H^7t(ePmXD^@vhZp
zM2-0Cp#<0-TTo94r7L_JO4`1i8z#)?TmAj}VUMY>aP%?&TsOzMe)zVIFacDif@CTj
zU9yHqN}0OOz$>A<-`+cNH!M)^?QA4D#5xv^J-83iCY$7BqiylU`x4TYp5M$;Ju~}K
zbg=sLnKKg}4_blO_moqots4SQs^;E0*7qxVAfUYU?Y8XIDs%C-qv|9AO>TaeLYL*n=y5OyA=trTCzxoWulLPtLt$5SN
zem{!DWyn@Xm^|_GMVCu^$c7S{4-HipV0{eqedM>lZLcsl-Wu@&;%C5`DtMFg%VmTz
z*ASRC0F*G#KqDB`UNthdDba?2Bkk?fT^lFA`t+LezT9%xIY^k4<6PzM=jT8)qPU0p
z?nlJtGrNBPWnQt{JFVa`O>Gt(DJm?CYqX!5G$c?#z58Zzt+Au%HVxQ)5V(p#th&Dc
z4tjE=aS?zZ1LC)Xah6hMC~GT8Xyy08-MTfDlj(X)%BNfOX32TB=ZF6M{Osq)?ep50^=G|=Uf
z_=Yi|isPJn17Wy6OT9O^6^iFmMGar1Xt!^oGrpd{&cR8W@IJ79B@D{au<~T$)u}Bh
z7f^Skw($9GQ*tJy%PV4%T-(1(F4}i>W!Qt~bBrRjLA5Pji7*!eZ`0&;$&0`p5nnBA
zxuC|8cnM*f-9~ofknkaYg=5(6BoRawAca0pZp~e9s9v>l<7UlIkreOEknAx6+%)ZbC)gc4_V*M^*@>{WFK@tz+UFB^2Ah3I%XF9UYP|k^N3$d%@+q
zsmtiyBz>J8TCY!Ro(zn{mT+%yF?u*W$QE?2U$d8^kI0?)$0pqq^>Mon9UO6*DJ1l&
zBa=abgzz;gRE`?fo*7rUK@#{oIK*=Kb612xOekK`Z*Rg*3U){Ko$eKz>gOL#l9hh*
zkWY3047MhW%BRnt=ecHGB*Q8b>Bfif{1!WzohR~B!P?BV%4~+*TGF>lEStilwA``$
zc9l$0fc`ms#sBf`qtU4owyiY@JDu^6soh+w#Zdk1`uM1(DP
zHbtvLhfXm+^RcZc?k+oQFv*D;iMykhtMiQNVO1^OB-IVfn+Y;-04h8fgSUJpDBN+e(w^
z2Q$I~H8VC%AeHetp|I+Q4-ll+!7=IZ>Dl+azYEo<&`9ednmeI-OFirVbSCLyYDE+M
zTz}VtGxs&wV0{9)e@q3ZL|e=SM%=A3z!ADr>7MP70soaRO-kunsQLZMuGSY@yZ((^
zzQ#0hJ<=wWwvt6FrrKV$f1@QA5hIGg`7#?Axo7I+^&k}EK+;3zsvLREUTcf+`jnbj
z%t88Oj`jepIxgc=Wg+E1h3%p95RoJMC9lCWDKeXj39jvP@Zna^i*L5RR_?5+Q>
z0noIS)zyu%R{tXPHNyV(g_K8mq0Smc>lc@R+U%q&olmA2_m8uG{DwdYtZvmX
z(`*WnA`h!0BdZhF2a?YzlXmS#98It@Tt6C4dKI7f-GOH6lnOt1QhMW95JiOt%@RD#7EH(o~1N8Hl
zUhEdlvrX%Z>Py<;CAmsKed>G1-?)%Zm%IuqdWyy)hfeBCrbMmSGyoK^BUjS0f!{=*
zjP6jZhW{|yra`EJ#L{BTEU3}4J&;{K*^#6>FJfhAYeAP3x!a(~wzWMD9uz)P^#Mz9
z{)!d%mTC@0G*$TY>A9Q^BmLoa8aLVMvug%gSuZ3nA4iU_*bBKVlI2Dj9WVa?#^6nm
z?TC5g8U@q+%j=i^S1ED6m#c)^n_tD`&(S4M9
zEzCLW&8am={mEtPet%B|#r8BcuFi3pupaJ7w7#|EpvfyNazB1KG1TX~!eJ%Fex4q4
zlsY{;SLb7}lg4gi*hzuCH=&U&r%#9#U!#<_u5w!>Bx^_s7bzaD2t8jE=QxrWas;X03
z?ghgb$88~_y*5~ape%HJd;p!Xs6yWzZkQob4-!RTPbJumCk1`2`|MbXZ55`RHnnl>
z&jn-HbQm-_o_F+p?7>E@D&BB_uW
zA{3DcwV&6s`#ih*?9N~Qm^i)XeSeql_xt<)EWg9}L5LeazPbHRapTmV##Xf&Zh9B0&Wq*DsDZE$&&tkzP`k5f3RTYziwW(W3T$k6_D6G)(~n2g+|}J#
z;x$k7pv*Lgri?os1BuJCma`D|sw~Mo?m812@eWRPE7+}w#+v_8_;CpJ85dfR{vg_;
zB>kNCgfU0vdhD~+em8>st|g6L*Xrw~;kXhqRF%wU!vjO7q68ezxH@
z76M$p2b7BpJ8W?|>D88-a@!a#jE-6qZ$LpX&?Q|g2J%HoYCJ}fZ=W-=IZv$gIXvV@
z1=pNk{m^4W2{NV68MxVZZF>t%^9N&}P_mXgzCUFZ6;4A8pR954vo4j|El_v3kx~6P
zF%xA~U-La;CL1Z`EpH;O!XesC>fA>}n#Tk!=`TtfQn
z5XMc6U<=a%F&;--B)J0}hZ^RJWd8G`#s0cA*bF9ZsG1D40et6Hqn8TTf-})n-LoGbY?ZV<~%^x1c%|ksc?3ZYJ
zm*Ey9yx7oqO^Ir%^NGHp|8QEU7aUJVCWGdR*djLsONw0
z^VMh73DJ~ku^S~K76{GZ#2)TRo%KU#{V~@NY7@#O;FAJckX3#WPFe{XReL+0Q#P>!
zT{d7q2=2Q@moN7cX^hAsRQME#TG12
zppA47Xi)F-lZZ7K9>XL?xoMBr+SPTrk%{V#&u^uVN$OD`h)e<=VU%*_Ghu!O!%i5f
zE=gIL^KV+UoL(asURB;NR!vGRbG-GnlcHBM)|JfvHW;ZiuX5TmEH5~C<|Wa(UKO+9
zOwBg|;;EU(<-{kN4N#fZI`xySg@?mz*sy=mb@SJFsi<_RqOcp!=pg3Nmwn(#~#PJ-<(8~;LZ
z7qjtCN3USFRZK#YKL#XlO+x`9=vjpJgER)H^Cy=mErnLGFT|2q`PS=;=1uL)nAX@j
zA~qqK3inYvyT0(PM{5d?Px7u&$qN*A3k=gBN8Cn-E~ZS4*2jTOC2C?Vvy($#wXo5yXQK6fG2vN7Rt)@egtk6I`x$2QnREmO!O5Tq
z#@c0IGSmJvK@kAVjB2>E8eO1h=Pbnnfi;@y|4Tp9bcwiyZdsUY05IPJ4&h~sD0St`
zfzlMxGwjYQv%27?5^K`-4+DqJ*cc{uH$kC+v?AcaWISWdMW?@I$+Ipk;HF$rbub&C
zy`yB8bAHs;_O;y;?T0?oN**MW1x=z&+8q4U>YV~u-jYYo#)#UAl}qbY*=0m~E~pZ7
z)jsKFJ-a8ur6BGoLSY&-Jfd+^hu+A`K@9AmNXceh)*t;H)zkomY1Fd*{xy&tb(UAp
zrnRnjaBW0{L{tw
zF1V#N9k}aqjj0>RJa?CMX}_;W0)iRWqHTp~+Z*gfpLr<>VFW`7H*gRU7SYsp)&OqQ
zwa-rZZK~CxuAF-%bjQ(rbfk;Vt^JaBCngNxV1)=u&jW$l#Wma?fT!IGLexYQ=Kog_Fg5zruQ^^e(I8(GcOyeK
zV$$~P)a=tK9s*Ec$wBI(N$YtI$T!-0Zc(d+j_&v0S^&%<6;g)_$@i@m#2yHWQ)%{@
zUCn*ohz?MQlW17q%TJw9QE4zU3oEccg2xqUtxF@^%F0OdHNR;_eAB?@{U|&BVBL)$1UBJQ=$x)XP>$L`XrlS
zVOb2xO!~+n#iC$Of;2L}P_dzyIo2&yWN|$IhaguMSvjW_K>Z_fegGbeY~h@Za4nqM
zCw9zIlNiBc%H%<%Yk^P2hF0`SwnBUSf$|`k0~C5OkuE*Xqj@{a{FZ+}fC1`TeE=*&
zP-SEBNvKf_0kFi88gZLl^ESkT_i7+t#k`^D{nF}et5j#r6sPj2V;8esMh(;gmf$SV
z;R&u7<2V!U
z!1lhdw%=%rAC@DjD^N9=&OZy)4|Nld7h>&c^z>kK;Z<>5Z!5k
z5kk@~pcQ5wA~wFQT`3MyZ1R%H%gEH>@&lhXp^9x&NQsAo6^#F_rp6fJ(aQ4BhEATL
z4W|Eh@4uY1wz6A`s-=(EGdgd-F@wkuW|NihHXVlWQ&?KJgs{w~BP6jM2%qi7~
zVPz|m_*l^HIP99D5iDu3yqCX*%bs(w19^r$-Ay_5Xc=vzIHZ_z&qw^R_};x=0qqZ_
zr`y9PSkkA3!9CYiPHx<2DefCc==w>%P!I1nS3lko8y|1YA(sOzlu=BSle@|w!OB4-
z!l4sf7*TKQ=-Ax!Two2${rnVC{YThDdcBlN#EN8y#7`SnIq+zzk2s+zxiubObE{aC
zO65?+l=Lg45;CxnNl_Z|JBw$+PGqe6yUqSQZbl42C3}^Rudf}NG+TPQGGLZ)(ob7^
zyYqRs?*36tVF(C&%oGBG00NK`J6z!b!^m5AbCoi#lReU$XNg~R4SMa50TKtwQ*G&h
zfaI|nFez>{ZQ3s%fcwPGZ=s*|M7sZoF>KL<7lRYSB$
zxwEWew%mI~Rr*1z>rlbZ!39GUTvcJ4jKN;_?NEbZtyh_wq}n&t8+opikflK5nQeNO
ze^2;!$CnCc0l+lxnhb5>hgy1uexV5R1JQ{}>)Ku)A6yC*MpB2YJcra3re>Q}NBNKS
z4N2U6oUD;u>2}#+aoUBxwds|y7Le>Erj}2e7HUY`_)c+41jt1df10}?di(3vIX7LY
zy%!G*L2XES@vVM*j-r0#ph&De==#uwj>G&@7{f6;E;Qlf(4ViXJC1&_8IeQ79mmE^
zj^70846xX9<@XD7caU+#)H&Z1Xvma!9s?E#XyDf9=3El=}H8YiNeGN3PEgU
zz|TBvMA_evYeJ2VUz%Fdx_Z~NPv^1q>*}^3y^5;+IpMw4u6Nz6s@$Viz5Y;-Rn_i-
z9T{1ApvQKxDT?uRdQFMrXs5;umkFf4VF+Sis;se+K=$=H-{rvj=}dMYzK1t($7zz;
z5#iTNp+o-@cu22urCKMzI^(9fh3+Blp}ua_<9h~u+@__l-hMDuT1Ef<;k>lRC}_zkK#L~b0pr5CqrMET6+#T2!iv2
zhBT`5_02mi;kP5n)idYK+gbnm)Stqlbs3fo{CLkGoioB>kuKh!EmXNXX-f(@Gu8?)
zG^V76z->|V_aYttxbwvk{jTSS$8FV1(<7W;S)vRmw;dhn5K`Bw`}
z;(g66x>FqXF&ZfX7C&hSZ$|boJ*Jj+(%IE@F5u95N(cSqCA~))8g7GT3?t-XWm4Nk
zkSHg7Drm-kuF)7y0D@A`ikV}Dc=pa?3NPPM49(WvjeaGOsHodo&2m;P^;di9e__tk
zn*p6PE4Ex0a>UYkd^A&V5luFBqxG97ou8je#GO8R=!bk`g`duJ<%NqIfPyNf
zJLW)>m!X0Al%9!jKKT8=yqH8z>ly4*U!BtS=ESM|r}8YziA96kUZLVLzzS!X$B#>2
zmfvmoOQt3oN1zf-0wUnl&v@mRS5z2)af?dA6XHxMD{8+gB6f&tvlQEatFiz=v~rc_aEF!$ZGsr*f3Rr)UluG@JUb89O=A
zvk~o$00xbQ4GR`^3t3k~eoN18;jASl{pQZksm|9vnxFQ+Wq+SInuEWRcDE=p}9
zv4S1g){q-teDh`;RBarmzvOggTAG3K=uYj-_pkNu9MD-7A@dF^+3k#JTZ{;h!U8An
zhgDZ>`pabAo&O3%j~}l4{22DkH3)D
zuVL*psfThV0~gNGjB9EllsSR6th@6&f{)v0%6^|BX^$=D-f4PGZYqitt=$Db9ZB`-
sZ!vQ9IX&fgd6IrYfNc)n`IQIV5`$m|_r^o@W)l9hwRW&NE_dJh5AU#@SpWb4

literal 78795
zcmeFaby(Hi+AX~7?gRk~kVZ*C!bCxk?o>n?lx{Gw0~DkYkZuWSOaw$41O!y1OX=o}
zxp?-w_kPcQ>pSQB*-=Zmc5eR9xX|a@x5IpXifr&({bh@>-w8jz6F+WLmE|_Ooy+7XU6l5QZ;NM*
z^Des7%N(9*xl)hAE*_Tm^JhBzEB@#?kDqh1Z^i>f8060U4*WgpBI2^uG%0V~Fv*%B
zaEg~?dvPIn6-xTiYcKprxy-&)ZQ;kuCjb9W|8I{$;rY*(UNvS~y4Md*SDe^T
zY-X1zzI+{nh?+sEPi=dtZ-RMBN(xUv+1=Z>FY6h6F|G(bhJOiL{raSvf9w2Cr{8Z@
zY@?&o@_4q0;_>#omb=vw3T2$myZF~*XW^guS(4JyH3vdm!hCg{BwJcq?23Y7R1B@6
z+Ai?;@tuFW)Vv|}lxbZ&YiKNma`gOVTbo4`%J-IZ_xU-xB>`_Uj4JnOXIZr;wh9Wi
zeSF}ZnVG5M^5@iP-=WM4J3rFvh8va#$Li!|e|)ej>OinV7$tTwg>v&M4Z^4Jyh&~B
z%hlW1zKu?+#H-1to786aj+Yfb*?&6CqFGpU@|XAeRl|Emd+TMz=O)54%$qv8uxgHS
zt;D+V2>SKwqF>o1G7Qt>gZ19BVlfIYrHYG+PMbGn)Z%pgUnbigiSya^DA{&Z9NWgG
z^w`tWv&4rpZlF1*H)k-v^pBWO|J7{_3|y}o;w=kiRYF|H{QLzixpwc~t(>5t?8~L?
zm6Maxm}abR{pA_E>aXr@R=o4Wy&X+-0Y~f;F(=zO)bz|t%{Ro~T(cuqIZlO5G4g(H
zZmv>{0+a2)H}z5<&R4z8eP0jdP5itUtCHX^A}Xq!ZDVXZ*rI*JuJ4nrmUXJ$o5eJ@
zUKj>DGV6BIi#W(FS+QQ}=ur<55s|GMH-=VJ$jwgmCJBv+U-@~%HiXmC(vsieo7%nY
zoF(I8ntpzM{zBG~ij#Xma#;zibYp5k7(bZ*?GlyYORa1K&s}!?OR#vvzzSY&F
zJ~61HEWohZvNl$^r?sE}6TpPqot&76mh@)!=QmZ!H`Fk1&DYLz8m*cgZ{^;wVFQjW
zdBSsj?VT+LtokfzrXPvV9o8L35ZG@xyK)ibXrh;wS52%kyXeIC>r9dohROW0*1xh`HkJSl%l%CtUFIqFJWDCVqHYI=0s9ILmk+kX1ocjeO=Uk3M;4v#{ID>&=@tr(O84I>4|w
z-PD)CbwvJUL`1Z8=a-(^INvXULg5&}7?}Wpsh{__YhIr96?yOnmtr6gP@8SrD>CXE
zapT5P(Vv}lpk*|Ul^Hfgsu
z>`ufra%!Zp$d0zi1u5b?v!tZtt>TM3(#+n6oJNcS^bxcNzkU05-;3!it^3R$&va2v
z&a%Vy1A)!y59yCwddjWa60Mn;*nG&l_+px6YfGg0+Z(IM5nNnc?u$B)eGTGun{jw|
zk%y+YF5y*1-c(QAt+=?jKfm8?*oE*-%P=%Bpm{0vjK`!V`n>gn@89*_nF%zdJ!4ZY
ziB?MqyV72=Eyp=n)VXeIP&G-1KUOu#!okszCP2_KquYLF;>!L#dkR@p69b<-d2-%9
zDBxvO)Gh`F1_|7%wFtwOE&9);nfLG8_qNe)cFH#VT#)ds1~UN?q5*SfeYyB?oAOcT
z=-V*Xbz{lN2g!9JIAdkz-@iZk4zB@*EJ+y|^1jM6W5s}8&2JNvAwt$4e~*sxW5M=)
zEIzolZM@Yzb8-?BWapZwTVQeH)-76Q@8Yldt~q6g&QAY$=b2!>Vm%#o7_r`HiyrOH
z?A}dJZ~prA>z$%bBcJ{>2-^>skt=0oWi4t$noLnUz7hzby|XjwPg_w_+OlQK)D5d#
z{(RU`XQ!*HOGama77@_X@G5F-ur*1)=wbV0%ZXcSFE=gW&FEh
zqJpbZ^owkMe?KN!g`s@v<#j=Dn(Y9yx1@!Ig%B6#$oP2X+%%%yrmJG_Y{C5ad`*VA
zW`J9J$+PNG?t*x%sgBoy1D9~&s+TTZ${$jJ>SE}#KsZ*zl%gbePW$E4X->+{l`CfR{F+bD5$H&w2^h4eZi@9BMarOVmg=c{sjH!0b6=xBL8bt9dWUyouU5kus2OVaLWUw4GG6Ua&KM$!Q|q;y^H^WXs-qbe&9OKP
zi
    • 
-        growcut
      • 
-    
   
     
     
    • 
@@ -64,14 +61,8 @@
     
   
     
-    
    • 
-        pairwise
      • 
-    
   
     
-    
    • 
-        rosen_der
      • 
-    
   
   
   
    • Runtime Environment
      • 
@@ -130,77 +121,90 @@ 
      arc_distance
 
   
   #1
+  arc_distance_pythran_nested_for_loops
+  
+    N/A
+    
+  
+  0.107 
+      (0.000)
+  59.9
+
+
+
+  
+  #2
   arc_distance_theano_broadcast
   
     N/A
     
   
   0.118 
-      (0.007)
-  51.6
+      (0.001)
+  54.2
 
 
 
   
-  #2
+  #3
   arc_distance_numpy_broadcast
   
     N/A
     
   
-  0.130 
+  0.132 
       (0.001)
-  46.7
+  48.6
 
 
 
   
-  #3
+  #4
   arc_distance_theano_alloc
   
     N/A
     
   
-  0.149 
-      (0.007)
-  40.8
+  0.154 
+      (0.003)
+  41.6
 
 
 
   
-  #4
+  #5
   arc_distance_numpy_tile
   
     N/A
     
   
-  0.191 
-      (0.007)
-  31.7
+  0.197 
+      (0.006)
+  32.5
 
 
 
   
-  #5
+  #6
   arc_distance_numba_for_loops
   
     N/A
     
   
-  1.841 
+  1.822 
       (0.000)
-  3.3
+  3.5
 
 
 
   
-  #6
+  #7
   arc_distance_python_nested_for_loops
   
     N/A
     
   
-  6.069 
+  6.402 
       (0.000)
   1.0
 
@@ -213,15 +217,9 @@ 
      arc_distance
 There were
 
 
-
-1 import error(s)
-
 
 
 
-and
-
-
 
 
 1 execution error(s)
@@ -278,51 +276,64 @@ 
      growcut
 
   
   #1
-  growcut_parakeet
+  growcut_cython
   
-    0.393
+    N/A
     
   
   0.006 
       (0.000)
-  1883.3
+  1844.6
 
 
 
   
   #2
-  growcut_cython
+  growcut_parakeet
   
-    N/A
+    0.386
     
   
   0.006 
-      (0.001)
-  1860.7
+      (0.000)
+  1837.3
 
 
 
   
   #3
+  growcut_pythran
+  
+    N/A
+    
+  
+  0.010 
+      (0.002)
+  1132.0
+
+
+
+  
+  #4
   growcut_numba
   
-    0.773
+    0.745
     
   
   0.045 
-      (0.000)
-  249.6
+      (0.003)
+  249.1
 
 
 
   
-  #4
+  #5
   growcut_python
   
     N/A
     
   
-  11.198 
+  11.160 
       (0.000)
   1.0
 
@@ -331,23 +342,13 @@ 
      growcut
 
 
 
-
      
-There were
-
-
-
-1 import error(s)
-
-
-
 
-
-
-
-while running this benchmark.
+
      
+  All methods were benchmarked without any error.
 
      
 
 
+
 
 
 
@@ -396,49 +397,62 @@ 
      julia
   #1
   julia_pyopencl
   
-    0.641
+    0.012
     
   
   0.002 
       (0.000)
-  1916.8
+  1999.5
 
 
 
   
   #2
+  julia_pythran_for_loops
+  
+    0.005
+    
+  
+  0.002 
+      (0.000)
+  1964.2
+
+
+
+  
+  #3
   julia_cython_for_loops
   
     N/A
     
   
   0.004 
-      (0.001)
-  1174.7
+      (0.000)
+  1247.6
 
 
 
   
-  #3
+  #4
   julia_python_numpy
   
     N/A
     
   
-  0.168 
-      (0.011)
-  26.4
+  0.174 
+      (0.021)
+  27.7
 
 
 
   
-  #4
+  #5
   julia_python_for_loops
   
     N/A
     
   
-  4.439 
+  4.801 
       (0.000)
   1.0
 
@@ -451,15 +465,9 @@ 
      julia
 There were
 
 
-
-1 import error(s)
-
 
 
 
-and
-
-
 
 
 3 execution error(s)
@@ -518,12 +526,12 @@ 
      pairwise
   #1
   pairwise_theano_blas_float32
   
-    0.004
+    N/A
     
   
   0.001 
       (0.000)
-  24946.6
+  31745.1
 
 
 
@@ -534,9 +542,9 @@ 
      pairwise
     N/A
     
   
-  0.001 
-      (0.001)
-  16121.0
+  0.002 
+      (0.000)
+  17048.2
 
 
 
@@ -549,7 +557,7 @@ 
      pairwise
   
   0.002 
       (0.000)
-  14002.7
+  13667.4
 
 
 
@@ -557,38 +565,38 @@ 
      pairwise
   #4
   pairwise_pyopencl_cpu
   
-    0.105
+    N/A
     
   
   0.002 
-      (0.000)
-  10800.0
+      (0.001)
+  12707.7
 
 
 
   
   #5
-  pairwise_numba_nested_for_loops
+  pairwise_cython_for_loops
   
-    0.225
+    N/A
     
   
-  0.012 
+  0.013 
       (0.000)
-  1765.5
+  2049.2
 
 
 
   
   #6
-  pairwise_cython_for_loops
+  pairwise_numba_nested_for_loops
   
-    N/A
+    0.276
     
   
-  0.013 
-      (0.001)
-  1728.2
+  0.014 
+      (0.000)
+  1897.7
 
 
 
@@ -596,88 +604,101 @@ 
      pairwise
   #7
   pairwise_parakeet_nested_for_loops
   
-    0.128
+    0.179
     
   
-  0.014 
-      (0.017)
-  1557.6
+  0.015 
+      (0.028)
+  1668.8
 
 
 
   
   #8
+  pairwise_pythran_nested_for_loops
+  
+    N/A
+    
+  
+  0.016 
+      (0.000)
+  1619.0
+
+
+
+  
+  #9
   pairwise_parakeet_inner_numpy
   
-    0.214
+    0.282
     
   
-  0.015 
+  0.017 
       (0.031)
-  1424.1
+  1547.9
 
 
 
   
-  #9
+  #10
   pairwise_theano_broadcast_float32
   
     N/A
     
   
-  0.036 
-      (0.009)
-  605.7
+  0.038 
+      (0.007)
+  684.0
 
 
 
   
-  #10
+  #11
   pairwise_theano_broadcast_float64
   
     N/A
     
   
-  0.051 
-      (0.002)
-  435.2
+  0.052 
+      (0.001)
+  497.7
 
 
 
   
-  #11
+  #12
   pairwise_python_broadcast_numpy
   
     N/A
     
   
-  0.100 
-      (0.037)
-  219.9
+  0.103 
+      (0.027)
+  250.4
 
 
 
   
-  #12
+  #13
   pairwise_python_inner_numpy
   
     N/A
     
   
-  1.879 
+  1.939 
       (0.000)
-  11.7
+  13.3
 
 
 
   
-  #13
+  #14
   pairwise_python_nested_for_loops
   
     N/A
     
   
-  22.054 
+  25.847 
       (0.000)
   1.0
 
@@ -686,23 +707,13 @@ 
      pairwise
 
 
 
-
      
-There were
-
-
-
-1 import error(s)
-
-
-
 
-
-
-
-while running this benchmark.
+
      
+  All methods were benchmarked without any error.
 
      
 
 
+
 
 
 
@@ -749,90 +760,103 @@ 
      rosen_der
 
   
   #1
-  rosen_der_cython
+  rosen_der_pythran
   
     N/A
     
   
-  0.007 
+  0.005 
       (0.002)
-  1561.3
+  2212.5
 
 
 
   
   #2
-  rosen_der_theano_float32
+  rosen_der_cython
   
     N/A
     
   
-  0.007 
-      (0.002)
-  1392.2
+  0.006 
+      (0.000)
+  1749.5
 
 
 
   
   #3
+  rosen_der_theano_float32
+  
+    0.015
+    
+  
+  0.007 
+      (0.000)
+  1488.7
+
+
+
+  
+  #4
   rosen_der_theano_float64
   
     N/A
     
   
   0.009 
-      (0.001)
-  1104.1
+      (0.002)
+  1161.9
 
 
 
   
-  #4
+  #5
   rosen_der_loops_parakeet
   
-    0.292
+    0.296
     
   
   0.012 
-      (0.060)
-  844.8
+      (0.061)
+  909.2
 
 
 
   
-  #5
+  #6
   rosen_der_numpy_parakeet
   
-    0.517
+    0.555
     
   
-  0.015 
-      (0.063)
-  702.1
+  0.016 
+      (0.072)
+  648.0
 
 
 
   
-  #6
+  #7
   rosen_der_numpy
   
     N/A
     
   
-  0.042 
-      (0.003)
-  245.8
+  0.044 
+      (0.006)
+  239.7
 
 
 
   
-  #7
+  #8
   rosen_der_python
   
     N/A
     
   
-  10.425 
+  10.516 
       (0.000)
   1.0
 
@@ -841,23 +865,13 @@ 
      rosen_der
 
 
 
-
      
-There were
-
-
-
-1 import error(s)
-
-
-
-
 
-
-
-while running this benchmark.
+
      
+  All methods were benchmarked without any error.
 
      
 
 
+
 
 
 
@@ -876,51 +890,6 @@ 
      arc_distance
        class="headerlink">¶
      
 
 
-
      
-
      Benchmark loading errors
-    
      
-  
-    
      
-    
      arc_distance_pythran
-    
      
-    
      EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
-
-Traceback (most recent call last):
-  File "run_benchmarks.py", line 91, in find_benchmarks
-    module = __import__(abs_module_name, fromlist="dummy")
-  File "/Users/ogrisel/code/python-benchmarks/arc_distance/arc_distance_pythran.py", line 32, in 
-    native = compile_pythrancode(modname, source)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
-    module = generate_cxx(module_name, pythrancode, specs, opts)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
-    refine(pm, ir, optimizations)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
-    pm.apply(optimization, node)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
-    return a.apply(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
-    return self.run(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
-    n = super(Transformation, self).run(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
-    self.prepare(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
-    self.env[module_name] = __import__(import_name)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
-    sys.modules[__name__] = omp()
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
-    raise EnvironmentError("I can't find a shared library for libgomp,"
-EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
-
      
-    
      
-  
-
      
-
 
 
 
      
@@ -1000,64 +969,6 @@ 
      
-
      growcut
-    
      
-
-
-
      
-
      Benchmark loading errors
-    
      
-  
-    
      
-    
      growcut_pythran
-    
      
-    
      EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
-
-Traceback (most recent call last):
-  File "run_benchmarks.py", line 91, in find_benchmarks
-    module = __import__(abs_module_name, fromlist="dummy")
-  File "/Users/ogrisel/code/python-benchmarks/growcut/growcut_pythran.py", line 23, in 
-    modname, '\n'.join([imports, exports, source]))
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
-    module = generate_cxx(module_name, pythrancode, specs, opts)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
-    refine(pm, ir, optimizations)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
-    pm.apply(optimization, node)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
-    return a.apply(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
-    return self.run(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
-    n = super(Transformation, self).run(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
-    self.prepare(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
-    self.env[module_name] = __import__(import_name)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
-    sys.modules[__name__] = omp()
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
-    raise EnvironmentError("I can't find a shared library for libgomp,"
-EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
-
      
-    
      
-  
-
      
-
-
-
-
-
-
-
 
 
 
      
@@ -1067,51 +978,6 @@ 
      julia
        class="headerlink">¶
      
 
 
-
      
-
      Benchmark loading errors
-    
      
-  
-    
      
-    
      julia_pythran
-    
      
-    
      EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
-
-Traceback (most recent call last):
-  File "run_benchmarks.py", line 91, in find_benchmarks
-    module = __import__(abs_module_name, fromlist="dummy")
-  File "/Users/ogrisel/code/python-benchmarks/julia/julia_pythran.py", line 29, in 
-    cxxflags=['-O2', '-fopenmp'])
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
-    module = generate_cxx(module_name, pythrancode, specs, opts)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
-    refine(pm, ir, optimizations)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
-    pm.apply(optimization, node)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
-    return a.apply(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
-    return self.run(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
-    n = super(Transformation, self).run(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
-    self.prepare(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
-    self.env[module_name] = __import__(import_name)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
-    sys.modules[__name__] = omp()
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
-    raise EnvironmentError("I can't find a shared library for libgomp,"
-EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
-
      
-    
      
-  
-
      
-
 
 
 
      
@@ -1304,122 +1170,6 @@ 
      
-
      pairwise
-    
      
-
-
-
      
-
      Benchmark loading errors
-    
      
-  
-    
      
-    
      pairwise_pythran
-    
      
-    
      EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
-
-Traceback (most recent call last):
-  File "run_benchmarks.py", line 91, in find_benchmarks
-    module = __import__(abs_module_name, fromlist="dummy")
-  File "/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_pythran.py", line 25, in 
-    cxxflags=['-O2', '-fopenmp']
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
-    module = generate_cxx(module_name, pythrancode, specs, opts)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
-    refine(pm, ir, optimizations)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
-    pm.apply(optimization, node)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
-    return a.apply(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
-    return self.run(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
-    n = super(Transformation, self).run(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
-    self.prepare(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
-    self.env[module_name] = __import__(import_name)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
-    sys.modules[__name__] = omp()
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
-    raise EnvironmentError("I can't find a shared library for libgomp,"
-EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
-
      
-    
      
-  
-
      
-
-
-
-
-
      
-
-
-
-
-
      
-
      rosen_der
-    
      
-
-
-
      
-
      Benchmark loading errors
-    
      
-  
-    
      
-    
      rosen_der_pythran
-    
      
-    
      EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
-
-Traceback (most recent call last):
-  File "run_benchmarks.py", line 91, in find_benchmarks
-    module = __import__(abs_module_name, fromlist="dummy")
-  File "/Users/ogrisel/code/python-benchmarks/rosen_der/rosen_der_pythran.py", line 27, in 
-    cxxflags=['-O2', '-fopenmp'])
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 289, in compile_pythrancode
-    module = generate_cxx(module_name, pythrancode, specs, opts)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/toolchain.py", line 149, in generate_cxx
-    refine(pm, ir, optimizations)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/middlend.py", line 45, in refine
-    pm.apply(optimization, node)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 165, in apply
-    return a.apply(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 132, in apply
-    return self.run(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 127, in run
-    n = super(Transformation, self).run(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/passmanager.py", line 75, in run
-    self.prepare(node, ctx)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pythran/optimizations.py", line 55, in prepare
-    self.env[module_name] = __import__(import_name)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 49, in 
-    sys.modules[__name__] = omp()
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/omp/__init__.py", line 35, in __init__
-    raise EnvironmentError("I can't find a shared library for libgomp,"
-EnvironmentError: I can't find a shared library for libgomp, you may need to install it or adjust the LD_LIBRARY_PATH environment variable.
-
      
-    
      
-  
-
      
-
-
-
-
-
      
 
 
 

From d826ad0e08c82dddfa3169ef746dda1f037e1029 Mon Sep 17 00:00:00 2001
From: Olivier Grisel 
Date: Fri, 11 Oct 2013 09:57:03 -0100
Subject: [PATCH 53/54] Update documentation

---
 benchmark_results.json               | 687 ++++++++++++++-------------
 images/arc_distance_logscale.png     | Bin 56031 -> 61693 bytes
 images/arc_distance_zoom_5x_best.png | Bin 58362 -> 63796 bytes
 images/gemm_logscale.png             | Bin 0 -> 66787 bytes
 images/gemm_zoom_5x_best.png         | Bin 0 -> 67694 bytes
 images/growcut_logscale.png          | Bin 36376 -> 36386 bytes
 images/growcut_zoom_5x_best.png      | Bin 40283 -> 40199 bytes
 images/julia_logscale.png            | Bin 44095 -> 48458 bytes
 images/julia_zoom_5x_best.png        | Bin 49000 -> 53840 bytes
 images/pairwise_logscale.png         | Bin 83173 -> 82174 bytes
 images/pairwise_zoom_5x_best.png     | Bin 91028 -> 89928 bytes
 images/rosen_der_logscale.png        | Bin 48171 -> 48223 bytes
 images/rosen_der_zoom_5x_best.png    | Bin 49597 -> 49727 bytes
 index.html                           | 498 ++++++++-----------
 14 files changed, 537 insertions(+), 648 deletions(-)
 create mode 100644 images/gemm_logscale.png
 create mode 100644 images/gemm_zoom_5x_best.png

diff --git a/benchmark_results.json b/benchmark_results.json
index 69ee1ad..2e60b00 100644
--- a/benchmark_results.json
+++ b/benchmark_results.json
@@ -7,117 +7,125 @@
         {
           "name": "arc_distance_pythran_nested_for_loops", 
           "cold_time": null, 
-          "warm_time": 0.10692000389099121, 
+          "warm_time": 0.10512709617614746, 
           "all_warm_times": [
-            0.10775494575500488, 
-            0.10710906982421875, 
-            0.10692000389099121, 
-            0.10804986953735352, 
-            0.10749983787536621
+            0.1088409423828125, 
+            0.10542988777160645, 
+            0.10512709617614746, 
+            0.10845804214477539, 
+            0.1051638126373291
           ], 
-          "std_warm_times": 0.0004125642765191236, 
+          "std_warm_times": 0.0016778145045513435, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_pythran.py", 
           "rank": 1, 
-          "speedup": 59.87967577571886
+          "speedup": 56.52994432285938
+        }, 
+        {
+          "name": "arc_distance_parakeet_for_loops", 
+          "cold_time": 0.5142989158630371, 
+          "warm_time": 0.1073770523071289, 
+          "all_warm_times": [
+            0.1073770523071289, 
+            0.11208391189575195, 
+            0.10864591598510742, 
+            0.10831618309020996, 
+            0.11073493957519531
+          ], 
+          "std_warm_times": 0.001721399019216707, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_parakeet.py", 
+          "rank": 2, 
+          "speedup": 55.34542777970211
         }, 
         {
           "name": "arc_distance_theano_broadcast", 
           "cold_time": null, 
-          "warm_time": 0.11812305450439453, 
+          "warm_time": 0.11894106864929199, 
           "all_warm_times": [
-            0.11812305450439453, 
-            0.11903595924377441, 
-            0.12226200103759766, 
-            0.12069988250732422, 
-            0.12007689476013184
+            0.13324403762817383, 
+            0.1422109603881836, 
+            0.12127113342285156, 
+            0.11894106864929199, 
+            0.11984086036682129
           ], 
-          "std_warm_times": 0.001418229294307595, 
+          "std_warm_times": 0.0091578301339261762, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_theano.py", 
-          "rank": 2, 
-          "speedup": 54.20055546136395
+          "rank": 3, 
+          "speedup": 49.96448208469055
         }, 
         {
           "name": "arc_distance_numpy_broadcast", 
           "cold_time": null, 
-          "warm_time": 0.13182783126831055, 
+          "warm_time": 0.13268184661865234, 
           "all_warm_times": [
-            0.13376593589782715, 
-            0.13227105140686035, 
-            0.1328439712524414, 
-            0.13182783126831055, 
-            0.13290190696716309
+            0.14686107635498047, 
+            0.1524348258972168, 
+            0.15664410591125488, 
+            0.14735102653503418, 
+            0.13268184661865234
           ], 
-          "std_warm_times": 0.00065420759997265193, 
+          "std_warm_times": 0.0080933163463237142, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", 
-          "rank": 3, 
-          "speedup": 48.565884042349246
+          "rank": 4, 
+          "speedup": 44.79006770792154
         }, 
         {
           "name": "arc_distance_theano_alloc", 
           "cold_time": null, 
-          "warm_time": 0.15376615524291992, 
+          "warm_time": 0.14690685272216797, 
           "all_warm_times": [
-            0.15643596649169922, 
-            0.15376615524291992, 
-            0.1580212116241455, 
-            0.1633310317993164, 
-            0.15409302711486816
+            0.1573178768157959, 
+            0.14690685272216797, 
+            0.15223908424377441, 
+            0.15753602981567383, 
+            0.1526479721069336
           ], 
-          "std_warm_times": 0.0034718119344371943, 
+          "std_warm_times": 0.0039116729807307004, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_theano.py", 
-          "rank": 4, 
-          "speedup": 41.63682935829888
+          "rank": 5, 
+          "speedup": 40.453040709412306
         }, 
         {
           "name": "arc_distance_numpy_tile", 
           "cold_time": null, 
-          "warm_time": 0.19675517082214355, 
+          "warm_time": 0.1930398941040039, 
           "all_warm_times": [
-            0.21239686012268066, 
-            0.2019948959350586, 
-            0.20080995559692383, 
-            0.19675517082214355, 
-            0.19780397415161133
+            0.21186208724975586, 
+            0.1930398941040039, 
+            0.1973268985748291, 
+            0.21577095985412598, 
+            0.20704293251037598
           ], 
-          "std_warm_times": 0.0055608337550796302, 
+          "std_warm_times": 0.008592969725013529, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", 
-          "rank": 5, 
-          "speedup": 32.53960310257122
+          "rank": 6, 
+          "speedup": 30.785496030471748
         }, 
         {
           "name": "arc_distance_numba_for_loops", 
           "cold_time": null, 
-          "warm_time": 1.8216149806976318, 
+          "warm_time": 1.9586200714111328, 
           "all_warm_times": [
-            1.8216149806976318
+            1.9586200714111328
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_numba.py", 
-          "rank": 6, 
-          "speedup": 3.5146478453307526
+          "rank": 7, 
+          "speedup": 3.0341917661345374
         }, 
         {
           "name": "arc_distance_python_nested_for_loops", 
           "cold_time": null, 
-          "warm_time": 6.402335166931152, 
+          "warm_time": 5.942828893661499, 
           "all_warm_times": [
-            6.402335166931152
+            5.942828893661499
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_python.py", 
-          "rank": 7, 
+          "rank": 8, 
           "speedup": 1.0
         }
       ], 
-      "runtime_errors": [
-        {
-          "name": "arc_distance_parakeet_for_loops", 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/arc_distance/arc_distance_parakeet.py", 
-          "error_type": "AssertionError", 
-          "error_message": "Invalid shape for IndexMap: shape.2 : array1(int64)", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 184, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 130, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 126, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/decorators.py\", line 19, in __call__\n    return run_python_fn(self.f, args, kwargs, backend = backend_name)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 145, in run_python_fn\n    return run_untyped_fn(untyped, args, kwargs, backend)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 133, in run_untyped_fn\n    typed_fn, linear_args = specialize(fn, args, kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 54, in specialize\n    typed_fn = type_inference.specialize(untyped, arg_types)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 532, in specialize\n    typed =  _specialize(fundef, full_arg_types, return_type)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 502, in _specialize\n    typed_fundef = infer_types(fn, arg_types)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 431, in infer_types\n    body = annotator.transform_block(untyped_fn.body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 422, in transform_block\n    new_stmt = self.transform_stmt(old_stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 399, in transform_stmt\n    return self.transform_Assign(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py\", line 283, in transform_Assign\n    rhs = self.transform_expr(stmt.rhs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py\", line 39, in transform_expr\n    result = Transform.transform_expr(self, expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 271, in transform_expr\n    result = self.transform_Call(expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 88, in transform_Call\n    typed_fn = specialize(untyped_fn, arg_types)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 532, in specialize\n    typed =  _specialize(fundef, full_arg_types, return_type)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 502, in _specialize\n    typed_fundef = infer_types(fn, arg_types)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 431, in infer_types\n    body = annotator.transform_block(untyped_fn.body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 422, in transform_block\n    new_stmt = self.transform_stmt(old_stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 407, in transform_stmt\n    return self.transform_Return(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py\", line 318, in transform_Return\n    ret_val = self.transform_expr(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py\", line 39, in transform_expr\n    result = Transform.transform_expr(self, expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py\", line 281, in transform_expr\n    result = method(expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py\", line 149, in transform_IndexMap\n    assert isinstance(shape.type, ScalarT), \"Invalid shape for IndexMap: %s : %s\" % (shape, shape.type)\nAssertionError: Invalid shape for IndexMap: shape.2 : array1(int64)\n"
-        }
-      ], 
+      "runtime_errors": [], 
       "import_errors": []
     }, 
     {
@@ -127,73 +135,73 @@
         {
           "name": "growcut_cython", 
           "cold_time": null, 
-          "warm_time": 0.00605010986328125, 
+          "warm_time": 0.006012916564941406, 
           "all_warm_times": [
-            0.006086111068725586, 
-            0.006084918975830078, 
-            0.006505012512207031, 
-            0.00605010986328125, 
-            0.006103038787841797
+            0.008693933486938477, 
+            0.006012916564941406, 
+            0.006022930145263672, 
+            0.006597042083740234, 
+            0.006233930587768555
           ], 
-          "std_warm_times": 0.00017045841982707573, 
+          "std_warm_times": 0.0010132483242115569, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx", 
           "rank": 1, 
-          "speedup": 1844.6321327238336
+          "speedup": 1881.414591593973
         }, 
         {
           "name": "growcut_parakeet", 
-          "cold_time": 0.38634395599365234, 
-          "warm_time": 0.006074190139770508, 
+          "cold_time": 0.36848020553588867, 
+          "warm_time": 0.0087890625, 
           "all_warm_times": [
-            0.006598949432373047, 
-            0.006074190139770508, 
-            0.006345987319946289, 
-            0.006242036819458008, 
-            0.0061550140380859375
+            0.009679079055786133, 
+            0.008841991424560547, 
+            0.008814811706542969, 
+            0.0087890625, 
+            0.008779048919677734
           ], 
-          "std_warm_times": 0.00018190718249056056, 
+          "std_warm_times": 0.00034982290983843724, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_parakeet.py", 
           "rank": 2, 
-          "speedup": 1837.3193468618754
+          "speedup": 1287.1439887152778
         }, 
         {
           "name": "growcut_pythran", 
           "cold_time": null, 
-          "warm_time": 0.009858846664428711, 
+          "warm_time": 0.009629011154174805, 
           "all_warm_times": [
-            0.014767169952392578, 
-            0.010904073715209961, 
-            0.014066934585571289, 
-            0.010432004928588867, 
-            0.009858846664428711
+            0.00990605354309082, 
+            0.009748220443725586, 
+            0.009629011154174805, 
+            0.010061025619506836, 
+            0.010226011276245117
           ], 
-          "std_warm_times": 0.0020086552791433615, 
+          "std_warm_times": 0.00021341611853591141, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_pythran.py", 
           "rank": 3, 
-          "speedup": 1132.0012817102368
+          "speedup": 1174.8650803476366
         }, 
         {
           "name": "growcut_numba", 
-          "cold_time": 0.745354175567627, 
-          "warm_time": 0.044801950454711914, 
+          "cold_time": 0.7452571392059326, 
+          "warm_time": 0.04487490653991699, 
           "all_warm_times": [
-            0.045385122299194336, 
-            0.04609107971191406, 
-            0.04546213150024414, 
-            0.044801950454711914, 
-            0.05261802673339844
+            0.04487490653991699, 
+            0.04530215263366699, 
+            0.04511690139770508, 
+            0.04619789123535156, 
+            0.04583477973937988
           ], 
-          "std_warm_times": 0.0029020785223777411, 
+          "std_warm_times": 0.00048368756018663976, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_numba.py", 
           "rank": 4, 
-          "speedup": 249.1013660576969
+          "speedup": 252.0961008187271
         }, 
         {
           "name": "growcut_python", 
           "cold_time": null, 
-          "warm_time": 11.160227060317993, 
+          "warm_time": 11.312788963317871, 
           "all_warm_times": [
-            11.160227060317993
+            11.312788963317871
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_python.py", 
@@ -209,79 +217,95 @@
       "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia", 
       "records": [
         {
-          "name": "julia_pyopencl", 
-          "cold_time": 0.011639833450317383, 
-          "warm_time": 0.0024008750915527344, 
+          "name": "julia_pythran_for_loops", 
+          "cold_time": null, 
+          "warm_time": 0.002413034439086914, 
           "all_warm_times": [
-            0.0024008750915527344, 
-            0.0030210018157958984, 
-            0.002566099166870117, 
-            0.0024220943450927734, 
-            0.0024449825286865234
+            0.004823207855224609, 
+            0.002413034439086914, 
+            0.0027740001678466797, 
+            0.0027871131896972656, 
+            0.0024590492248535156
           ], 
-          "std_warm_times": 0.00023217296717665387, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pyopencl.py", 
+          "std_warm_times": 0.00089938770507012021, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pythran.py", 
           "rank": 1, 
-          "speedup": 1999.5200595829197
+          "speedup": 1876.062345618022
         }, 
         {
-          "name": "julia_pythran_for_loops", 
-          "cold_time": 0.005201101303100586, 
-          "warm_time": 0.002444028854370117, 
+          "name": "julia_pyopencl", 
+          "cold_time": 0.20744800567626953, 
+          "warm_time": 0.002936124801635742, 
           "all_warm_times": [
-            0.0027670860290527344, 
-            0.002444028854370117, 
-            0.002521991729736328, 
-            0.002454996109008789, 
-            0.0028231143951416016
+            0.0030829906463623047, 
+            0.002936124801635742, 
+            0.003047943115234375, 
+            0.002941131591796875, 
+            0.0031228065490722656
           ], 
-          "std_warm_times": 0.00016069289130579844, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pythran.py", 
+          "std_warm_times": 7.5340482252766387e-05, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pyopencl.py", 
           "rank": 2, 
-          "speedup": 1964.2149058628427
+          "speedup": 1541.829232643118
         }, 
         {
           "name": "julia_cython_for_loops", 
           "cold_time": null, 
-          "warm_time": 0.003847837448120117, 
+          "warm_time": 0.0037598609924316406, 
           "all_warm_times": [
-            0.004011869430541992, 
-            0.0038712024688720703, 
-            0.003901958465576172, 
-            0.003847837448120117, 
-            0.003854990005493164
+            0.006514072418212891, 
+            0.0041370391845703125, 
+            0.0038940906524658203, 
+            0.0038399696350097656, 
+            0.0037598609924316406
           ], 
-          "std_warm_times": 6.0108647941174965e-05, 
+          "std_warm_times": 0.0010501047470735292, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_cython.pyx", 
           "rank": 3, 
-          "speedup": 1247.6093314331742
+          "speedup": 1204.0346861128726
+        }, 
+        {
+          "name": "julia_parakeet_for_loops", 
+          "cold_time": 0.4095571041107178, 
+          "warm_time": 0.0038728713989257812, 
+          "all_warm_times": [
+            0.004113912582397461, 
+            0.0038759708404541016, 
+            0.0038728713989257812, 
+            0.0040209293365478516, 
+            0.0037140846252441406
+          ], 
+          "std_warm_times": 0.00013736712737264799, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
+          "rank": 4, 
+          "speedup": 1168.900948042354
         }, 
         {
           "name": "julia_python_numpy", 
           "cold_time": null, 
-          "warm_time": 0.17354607582092285, 
+          "warm_time": 0.16756701469421387, 
           "all_warm_times": [
-            0.17763996124267578, 
-            0.17354607582092285, 
-            0.17838287353515625, 
-            0.2263031005859375, 
-            0.20789408683776855
+            0.17749810218811035, 
+            0.16756701469421387, 
+            0.1714169979095459, 
+            0.1698451042175293, 
+            0.16957497596740723
           ], 
-          "std_warm_times": 0.020778220189568913, 
+          "std_warm_times": 0.0033878103258604742, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", 
-          "rank": 4, 
-          "speedup": 27.66180614228505
+          "rank": 5, 
+          "speedup": 27.016075079642643
         }, 
         {
           "name": "julia_python_for_loops", 
           "cold_time": null, 
-          "warm_time": 4.800597906112671, 
+          "warm_time": 4.527003049850464, 
           "all_warm_times": [
-            4.800597906112671
+            4.527003049850464
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", 
-          "rank": 5, 
+          "rank": 6, 
           "speedup": 1.0
         }
       ], 
@@ -291,21 +315,14 @@
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_numba.py", 
           "error_type": "NumbaError", 
           "error_message": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 23:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 184, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 130, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 126, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 23:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
-        }, 
-        {
-          "name": "julia_parakeet_for_loops", 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
-          "error_type": "AssertionError", 
-          "error_message": "Unsupported primitive: ", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 184, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 130, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 126, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/decorators.py\", line 19, in __call__\n    return run_python_fn(self.f, args, kwargs, backend = backend_name)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 144, in run_python_fn\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 879, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 825, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 769, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 731, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 662, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 501, in visit_Call\n    keywords_dict[kwd.arg] = self.visit(kwd.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 616, in visit_Attribute\n    return value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 111, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 841, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 184, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 130, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 126, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 23:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
         }, 
         {
           "name": "julia_parakeet_numpy", 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
           "error_type": "AssertionError", 
-          "error_message": "Unsupported primitive: ", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 184, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 130, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 126, in time_once\n    func(*args, **kwargs)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/decorators.py\", line 19, in __call__\n    return run_python_fn(self.f, args, kwargs, backend = backend_name)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py\", line 144, in run_python_fn\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 879, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 825, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 769, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 731, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 662, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 537, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 481, in translate_value_call\n    return syntax.Call(translate_function_value(value),\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 879, in translate_function_value\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 825, in translate_function_source\n    filename = filename)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 769, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 731, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 662, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 470, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 537, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 484, in translate_value_call\n    return self.translate_builtin_call(value, positional, keywords_dict)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 465, in translate_builtin_call\n    fn = value_to_syntax(value)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 111, in value_to_syntax\n    return translate_function_value(v)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py\", line 841, in translate_function_value\n    \"Unsupported primitive: %s\" % (fn,)\nAssertionError: Unsupported primitive: \n"
+          "error_message": "Unsupported function: ", 
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 184, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 130, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 126, in time_once\n    func(*args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/decorators.py\", line 20, in __call__\n    return run_python_fn(self.f, args, kwargs, backend = backend_name)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/run_function.py\", line 144, in run_python_fn\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 1064, in translate_function_value\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 977, in translate_function_source\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 921, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 873, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 455, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 682, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 455, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 561, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 507, in translate_value_call\n    fn = translate_function_value(value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 1064, in translate_function_value\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 977, in translate_function_source\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 921, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 873, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 455, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 682, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 455, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 561, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 507, in translate_value_call\n    fn = translate_function_value(value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 1040, in translate_function_value\n    \"Unsupported function: %s\" % (fn,)\nAssertionError: Unsupported function: \n"
         }
       ], 
       "import_errors": []
@@ -316,214 +333,214 @@
       "records": [
         {
           "name": "pairwise_theano_blas_float32", 
-          "cold_time": null, 
-          "warm_time": 0.0008141994476318359, 
+          "cold_time": 0.005012035369873047, 
+          "warm_time": 0.0008871555328369141, 
           "all_warm_times": [
-            0.001344919204711914, 
-            0.0009400844573974609, 
-            0.0008141994476318359, 
-            0.0008900165557861328, 
-            0.0008721351623535156
+            0.001127004623413086, 
+            0.0008871555328369141, 
+            0.0009310245513916016, 
+            0.0009641647338867188, 
+            0.0009980201721191406
           ], 
-          "std_warm_times": 0.00019062122297471929, 
+          "std_warm_times": 8.1478425327240775e-05, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", 
           "rank": 1, 
-          "speedup": 31745.113909224012
+          "speedup": 25005.932007524858
         }, 
         {
           "name": "pairwise_theano_blas_float64", 
           "cold_time": null, 
-          "warm_time": 0.001516103744506836, 
+          "warm_time": 0.0013599395751953125, 
           "all_warm_times": [
-            0.0017421245574951172, 
-            0.0022079944610595703, 
-            0.001516103744506836, 
-            0.0019598007202148438, 
-            0.0016510486602783203
+            0.002713918685913086, 
+            0.0018589496612548828, 
+            0.0013899803161621094, 
+            0.0013821125030517578, 
+            0.0013599395751953125
           ], 
-          "std_warm_times": 0.0002436968935818051, 
+          "std_warm_times": 0.00052109595877885997, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", 
           "rank": 2, 
-          "speedup": 17048.20946689731
+          "speedup": 16312.600455820477
         }, 
         {
           "name": "pairwise_python_numpy_dot", 
-          "cold_time": null, 
-          "warm_time": 0.0018911361694335938, 
+          "cold_time": 0.005014181137084961, 
+          "warm_time": 0.0015521049499511719, 
           "all_warm_times": [
-            0.0022101402282714844, 
-            0.0023050308227539062, 
-            0.002296924591064453, 
-            0.0018911361694335938, 
-            0.002031087875366211
+            0.0016438961029052734, 
+            0.0015521049499511719, 
+            0.0015969276428222656, 
+            0.0016779899597167969, 
+            0.0016880035400390625
           ], 
-          "std_warm_times": 0.00016145565350048495, 
+          "std_warm_times": 5.1002053064094206e-05, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", 
           "rank": 3, 
-          "speedup": 13667.368129097327
+          "speedup": 14292.945161290323
         }, 
         {
           "name": "pairwise_pyopencl_cpu", 
-          "cold_time": null, 
-          "warm_time": 0.0020339488983154297, 
+          "cold_time": 0.10082077980041504, 
+          "warm_time": 0.002214193344116211, 
           "all_warm_times": [
-            0.0035750865936279297, 
-            0.0020401477813720703, 
-            0.0020339488983154297, 
-            0.002187967300415039, 
-            0.002811908721923828
+            0.002214193344116211, 
+            0.002218008041381836, 
+            0.002488851547241211, 
+            0.0026738643646240234, 
+            0.002583026885986328
           ], 
-          "std_warm_times": 0.00059576616182109229, 
+          "std_warm_times": 0.00018852452813717901, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pyopencl.py", 
           "rank": 4, 
-          "speedup": 12707.720548587504
+          "speedup": 10019.06675998708
         }, 
         {
-          "name": "pairwise_cython_for_loops", 
-          "cold_time": null, 
-          "warm_time": 0.012613058090209961, 
+          "name": "pairwise_parakeet_inner_numpy", 
+          "cold_time": 0.2653200626373291, 
+          "warm_time": 0.013103008270263672, 
           "all_warm_times": [
-            0.013516902923583984, 
-            0.012784957885742188, 
-            0.012974977493286133, 
-            0.012613058090209961, 
-            0.012985944747924805
+            0.013900041580200195, 
+            0.013103008270263672, 
+            0.01338505744934082, 
+            0.013541936874389648, 
+            0.013995885848999023
           ], 
-          "std_warm_times": 0.00030361040046515149, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", 
+          "std_warm_times": 0.00032931009369884347, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", 
           "rank": 5, 
-          "speedup": 2049.2139198155114
+          "speedup": 1693.057844171913
         }, 
         {
-          "name": "pairwise_numba_nested_for_loops", 
-          "cold_time": 0.2756321430206299, 
-          "warm_time": 0.01361989974975586, 
+          "name": "pairwise_cython_for_loops", 
+          "cold_time": null, 
+          "warm_time": 0.013326883316040039, 
           "all_warm_times": [
-            0.01361989974975586, 
-            0.014117002487182617, 
-            0.013648033142089844, 
-            0.013911962509155273, 
-            0.013967037200927734
+            0.015118122100830078, 
+            0.016410112380981445, 
+            0.01414799690246582, 
+            0.013326883316040039, 
+            0.014674901962280273
           ], 
-          "std_warm_times": 0.00019106296690794326, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", 
+          "std_warm_times": 0.0010279843597360821, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", 
           "rank": 6, 
-          "speedup": 1897.7271995238596
+          "speedup": 1664.61658049627
         }, 
         {
           "name": "pairwise_parakeet_nested_for_loops", 
-          "cold_time": 0.17906999588012695, 
-          "warm_time": 0.015487909317016602, 
+          "cold_time": 0.2398979663848877, 
+          "warm_time": 0.014143943786621094, 
           "all_warm_times": [
-            0.08546090126037598, 
-            0.015487909317016602, 
-            0.015588998794555664, 
-            0.0171511173248291, 
-            0.01622915267944336
+            0.01673412322998047, 
+            0.014143943786621094, 
+            0.015963077545166016, 
+            0.014600992202758789, 
+            0.01706385612487793
           ], 
-          "std_warm_times": 0.027744974247875212, 
+          "std_warm_times": 0.0011513336678452737, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", 
           "rank": 7, 
-          "speedup": 1668.8407506042088
+          "speedup": 1568.4558188928595
         }, 
         {
-          "name": "pairwise_pythran_nested_for_loops", 
-          "cold_time": null, 
-          "warm_time": 0.015964984893798828, 
+          "name": "pairwise_numba_nested_for_loops", 
+          "cold_time": 0.43728184700012207, 
+          "warm_time": 0.014182806015014648, 
           "all_warm_times": [
-            0.016126155853271484, 
-            0.016094207763671875, 
-            0.017147064208984375, 
-            0.015964984893798828, 
-            0.016312837600708008
+            0.016607999801635742, 
+            0.018886089324951172, 
+            0.014672994613647461, 
+            0.014182806015014648, 
+            0.016889095306396484
           ], 
-          "std_warm_times": 0.00042385620209799292, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pythran.py", 
+          "std_warm_times": 0.0016879446846459112, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", 
           "rank": 8, 
-          "speedup": 1618.971416624354
+          "speedup": 1564.1581017701346
         }, 
         {
-          "name": "pairwise_parakeet_inner_numpy", 
-          "cold_time": 0.281688928604126, 
-          "warm_time": 0.01669788360595703, 
+          "name": "pairwise_pythran_nested_for_loops", 
+          "cold_time": null, 
+          "warm_time": 0.015861034393310547, 
           "all_warm_times": [
-            0.07736611366271973, 
-            0.08200597763061523, 
-            0.01685500144958496, 
-            0.01669788360595703, 
-            0.015780925750732422
+            0.015861034393310547, 
+            0.019369125366210938, 
+            0.017110109329223633, 
+            0.017008066177368164, 
+            0.016272783279418945
           ], 
-          "std_warm_times": 0.031018746604326929, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", 
+          "std_warm_times": 0.0012144030048395671, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pythran.py", 
           "rank": 9, 
-          "speedup": 1547.9119881203953
+          "speedup": 1398.6572618224454
         }, 
         {
           "name": "pairwise_theano_broadcast_float32", 
           "cold_time": null, 
-          "warm_time": 0.03778886795043945, 
+          "warm_time": 0.03631186485290527, 
           "all_warm_times": [
-            0.05676603317260742, 
-            0.03778886795043945, 
-            0.04010891914367676, 
-            0.038970947265625, 
-            0.038333892822265625
+            0.05725908279418945, 
+            0.03732419013977051, 
+            0.03769803047180176, 
+            0.03631186485290527, 
+            0.03710293769836426
           ], 
-          "std_warm_times": 0.0072275297742233511, 
+          "std_warm_times": 0.0080726841538807902, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", 
           "rank": 10, 
-          "speedup": 683.9806432888743
+          "speedup": 610.9339474599975
         }, 
         {
           "name": "pairwise_theano_broadcast_float64", 
           "cold_time": null, 
-          "warm_time": 0.05193209648132324, 
+          "warm_time": 0.052015066146850586, 
           "all_warm_times": [
-            0.05447196960449219, 
-            0.05333995819091797, 
-            0.05193209648132324, 
-            0.05452299118041992, 
-            0.05573296546936035
+            0.05339694023132324, 
+            0.052015066146850586, 
+            0.05818796157836914, 
+            0.05913114547729492, 
+            0.06252789497375488
           ], 
-          "std_warm_times": 0.0012815088413722408, 
+          "std_warm_times": 0.00385561524905771, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", 
           "rank": 11, 
-          "speedup": 497.7048099568908
+          "speedup": 426.4947173495533
         }, 
         {
           "name": "pairwise_python_broadcast_numpy", 
           "cold_time": null, 
-          "warm_time": 0.10322713851928711, 
+          "warm_time": 0.10034799575805664, 
           "all_warm_times": [
-            0.17538905143737793, 
-            0.11033415794372559, 
-            0.11216592788696289, 
-            0.10322713851928711, 
-            0.11186099052429199
+            0.18344998359680176, 
+            0.1101369857788086, 
+            0.1103360652923584, 
+            0.10187005996704102, 
+            0.10034799575805664
           ], 
-          "std_warm_times": 0.026595633765615662, 
+          "std_warm_times": 0.031381282638146844, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", 
           "rank": 12, 
-          "speedup": 250.388169047916
+          "speedup": 221.07218750742473
         }, 
         {
           "name": "pairwise_python_inner_numpy", 
           "cold_time": null, 
-          "warm_time": 1.9391920566558838, 
+          "warm_time": 1.8539888858795166, 
           "all_warm_times": [
-            1.9391920566558838
+            1.8539888858795166
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", 
           "rank": 13, 
-          "speedup": 13.328671660543273
+          "speedup": 11.965633183229892
         }, 
         {
           "name": "pairwise_python_nested_for_loops", 
           "cold_time": null, 
-          "warm_time": 25.846854209899902, 
+          "warm_time": 22.18415093421936, 
           "all_warm_times": [
-            25.846854209899902
+            22.18415093421936
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", 
@@ -541,121 +558,121 @@
         {
           "name": "rosen_der_pythran", 
           "cold_time": null, 
-          "warm_time": 0.00475311279296875, 
+          "warm_time": 0.0046977996826171875, 
           "all_warm_times": [
-            0.00475311279296875, 
-            0.004909038543701172, 
-            0.005269050598144531, 
-            0.008346080780029297, 
-            0.010488033294677734
+            0.004842996597290039, 
+            0.0046977996826171875, 
+            0.004755973815917969, 
+            0.004799842834472656, 
+            0.00768589973449707
           ], 
-          "std_warm_times": 0.0022843042084848379, 
+          "std_warm_times": 0.0011656906856845801, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_pythran.py", 
           "rank": 1, 
-          "speedup": 2212.466342295345
+          "speedup": 2151.670066991474
         }, 
         {
-          "name": "rosen_der_cython", 
-          "cold_time": null, 
-          "warm_time": 0.006011009216308594, 
+          "name": "rosen_der_loops_parakeet", 
+          "cold_time": 0.2757730484008789, 
+          "warm_time": 0.0055789947509765625, 
           "all_warm_times": [
-            0.006828784942626953, 
-            0.006011009216308594, 
-            0.0061910152435302734, 
-            0.0060350894927978516, 
-            0.006215095520019531
+            0.006498098373413086, 
+            0.0057220458984375, 
+            0.0055789947509765625, 
+            0.005592823028564453, 
+            0.005597114562988281
           ], 
-          "std_warm_times": 0.00029759049852767577, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_cython.pyx", 
+          "std_warm_times": 0.00035392723404176874, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_parakeet.py", 
           "rank": 2, 
-          "speedup": 1749.4736236712677
+          "speedup": 1811.8165384615384
         }, 
         {
-          "name": "rosen_der_theano_float32", 
-          "cold_time": 0.014698028564453125, 
-          "warm_time": 0.007063865661621094, 
+          "name": "rosen_der_cython", 
+          "cold_time": null, 
+          "warm_time": 0.006287813186645508, 
           "all_warm_times": [
-            0.007608890533447266, 
-            0.007063865661621094, 
-            0.0074269771575927734, 
-            0.007135868072509766, 
-            0.007194042205810547
+            0.01182699203491211, 
+            0.006434917449951172, 
+            0.006287813186645508, 
+            0.0072479248046875, 
+            0.010015010833740234
           ], 
-          "std_warm_times": 0.00020222379978834299, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", 
+          "std_warm_times": 0.0021906928053632506, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_cython.pyx", 
           "rank": 3, 
-          "speedup": 1488.7177332253275
+          "speedup": 1607.5724035945855
         }, 
         {
-          "name": "rosen_der_theano_float64", 
-          "cold_time": null, 
-          "warm_time": 0.009051084518432617, 
+          "name": "rosen_der_theano_float32", 
+          "cold_time": 0.014747858047485352, 
+          "warm_time": 0.0070650577545166016, 
           "all_warm_times": [
-            0.01320505142211914, 
-            0.00905299186706543, 
-            0.009051084518432617, 
-            0.009057998657226562, 
-            0.00927114486694336
+            0.009510993957519531, 
+            0.007377147674560547, 
+            0.007175922393798828, 
+            0.0070650577545166016, 
+            0.0074880123138427734
           ], 
-          "std_warm_times": 0.0016408562656319999, 
+          "std_warm_times": 0.00090597311555152204, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", 
           "rank": 4, 
-          "speedup": 1161.8609962331743
+          "speedup": 1430.7193669220126
         }, 
         {
-          "name": "rosen_der_loops_parakeet", 
-          "cold_time": 0.2964208126068115, 
-          "warm_time": 0.011566162109375, 
+          "name": "rosen_der_theano_float64", 
+          "cold_time": null, 
+          "warm_time": 0.0091400146484375, 
           "all_warm_times": [
-            0.13219499588012695, 
-            0.14278888702392578, 
-            0.011566162109375, 
-            0.013947010040283203, 
-            0.014223098754882812
+            0.01277613639831543, 
+            0.0091400146484375, 
+            0.00925302505493164, 
+            0.009331941604614258, 
+            0.010946989059448242
           ], 
-          "std_warm_times": 0.060967236912644315, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_parakeet.py", 
+          "std_warm_times": 0.0014091250713029891, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", 
           "rank": 5, 
-          "speedup": 909.2127514841688
+          "speedup": 1105.918901293823
         }, 
         {
           "name": "rosen_der_numpy_parakeet", 
-          "cold_time": 0.5553438663482666, 
-          "warm_time": 0.016228914260864258, 
+          "cold_time": 0.4040699005126953, 
+          "warm_time": 0.011034965515136719, 
           "all_warm_times": [
-            0.19855308532714844, 
-            0.016228914260864258, 
-            0.02042698860168457, 
-            0.01912689208984375, 
-            0.020821094512939453
+            0.011754989624023438, 
+            0.011034965515136719, 
+            0.011857986450195312, 
+            0.01317286491394043, 
+            0.01301717758178711
           ], 
-          "std_warm_times": 0.071778898064393623, 
+          "std_warm_times": 0.0008100997918172706, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_parakeet.py", 
           "rank": 6, 
-          "speedup": 647.9855587712468
+          "speedup": 916.0078428830698
         }, 
         {
           "name": "rosen_der_numpy", 
           "cold_time": null, 
-          "warm_time": 0.04386401176452637, 
+          "warm_time": 0.041760921478271484, 
           "all_warm_times": [
-            0.058882951736450195, 
-            0.047991037368774414, 
-            0.04386401176452637, 
-            0.04518485069274902, 
-            0.0448307991027832
+            0.05414891242980957, 
+            0.042304039001464844, 
+            0.04210686683654785, 
+            0.04415702819824219, 
+            0.041760921478271484
           ], 
-          "std_warm_times": 0.0055389605449870849, 
+          "std_warm_times": 0.0047008235389110822, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", 
           "rank": 7, 
-          "speedup": 239.7432804830986
+          "speedup": 242.04722022402632
         }, 
         {
           "name": "rosen_der_python", 
           "cold_time": null, 
-          "warm_time": 10.516102075576782, 
+          "warm_time": 10.108114957809448, 
           "all_warm_times": [
-            10.516102075576782
+            10.108114957809448
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", 
diff --git a/images/arc_distance_logscale.png b/images/arc_distance_logscale.png
index 23c8b9d50cfb61489ffc900a2dcf76ef8acac9cd..be996a4405d4c62ee93a2655b766f8680e206683 100644
GIT binary patch
literal 61693
zcmeFa2UJztwk5jFIg1JcihxQGBT<5)fPhHc>)Y|thDEs7F}G^S8?
zQzTEHRJt7WyU|gTS~)v6IL`m&{eBa=tIuCXue;kWs2hFpNxPixx$h-K(@*OvQ+g;S
z;ZJTF)ahSPIoSSvU9YJ;9Xq?fjoNxY8~*SU5l3!Mjo%Xa8c@!^f4{BQh?6j*@ZI!k
z?J1ivfeqyjritc9*1p?_TftXL*cUIZg>NaDbc;C`zUAZoKi~alk3oyv;Nakqz!LR5
zw_Iv=t(mftlJB*ctckXcj#!JvtnRw>SgN!2_)Y~?)yDl+XGC
zEp-`%!a^pg<^9>c<#x{;I=?eLDKY%;@uR=B7_awhn~v_t5H|%;(W{}-ucI~l9TMcM
ztdfE+|6En_`0%Mh?_CE&V=&i?woxcnQqJRjmA7`eUDoQ@c5@>yop?jsB^w)VgQBhJ
zmd)BFPq}Su`Q49)N_ba&xVL?@h$E3NYb%AqzIOidzTH*vv2@%fn$@pw>Z;BR_Z!xx
z7)!ikrZQS_pLtWx>zdiIv3voCzM#Fb!Ewj?
zGEdFU&JGO^D?Ssj8|e)7Hklgh^-1_Ws1&PwK(g%WvNifVfd}%oajNd_Dw>r`HTtHU
zVbQ3RYAECA05UfF;Hq52G9|<@c+rE81za+xT})^5o2TbMIJliorcRk=fD6@J6Ga
zU!NaMc8JW8mwYZPl(=%`O4iI+Jz4N=g87qym;}iwzlx)>*zYe1GE*iwSyaHy@e;EQc_dXT_%PUbkq{p+*XH?C9alWqfVSI`~N
zznznlGtzQx13L@L>8bJl>Z$&`L|oGZt9SLPRj=D~-&`Ji$z#zFMV6?Wn_Km7oz7I5i)@hR{HY+Y?MgEBMuuwU8mYuBkU>WLE`M~)mh<~Dsf
zUM*D|p($KbQ#0BOL-0Y0BiwK2s;_zBT7{%jOEgmu&SX9;+Upfm5i;oBM
zrZ3pV;gfED)<4qsX3C=V%afzZg$O*JNlAy^nepuW{P{Ca>#Sp(Po~R6ihQEB5cwg8
za$J%Ck7*U>JN+ZHhN-ox85Ykf4?p^>e_BjT&24t9-f|uOG16UG+-G;>=+OgnZU~Iz
zwaLlJ_EYWc?R7JpwY9Y$85|mPm12}WXJXVVlb>>%((QfpITQ2j85Be>Jr%7OdEdi>
z!n}KT{-GSb}VX2x&E#>Q^ix>bLA;N1qEYIdg?+&nEFMf~*X>w`UsdFrDYsfM0E
ze*U~5IP(3Jy-0CLyjFJAp(kfQK9UtS9{=d66$@mV(C)V*%|fL*V)8s@OUXd
zb|-8azh}?lXQswA>acEOuU=j3xl2TQw5K|QHnww={75>0%NYARMmsl)nuiDxgJVqn
z^`-EyAtLUT-&iHF?SVdFv_}nV8uoP+?WC;H>ZhNpMPMOA
zv_be!zDX0SF+vy4qLiu31f1juTR20
z%}&Oa@MBi{>bq8thvCpSeNw5C$xFqlWbTCno$Otax#?l*@KP8*Eqb*U?H9f+zeB
zXhh%?*Y^2^pm*}x@-9CW?a~7o4GJ%laSF#_HFXcQ6=#h%Iaj6{$pVCYHsdiZ^kR^b
zluUMRzMC+_UQ{_+v@05O&S|curgr4XS=Ouo94!x7WI}{->
z{)s?8xiQUt`t8&mXM%-YvubjGvGnBD-DTHwq&8SnC~}t;hQ;t}P&9xFI~$wik`?RI
z1pI@7%p7~PC25u)!!2{9(yig06?Pm7Yi!+jE@=Ot>Y_!9p7Ps7khg`n&#LuQ#g}7R
zLu*rwI54ui-2Uj^`S|3B!QD%jE^!9t%_F}3tgPYhxwYbzyNYt-R1%x0Q{P$B
zkK3OgE67AR^~7f!GcIGnKB?WzxNPat{YQ@~^7He55SCJp;%v_x7#0^7H^J?NPoBkA
zMTGR{$8M_j79!yB&df-;EXKXNF*~Cq87RZgDF@RkE6=j)u`NE3aS=zLzupbY>l|5oVxmIaCM8dvJjwI+rmgFENiaUD
z=+OPmjl~6Tda4uie)IraXee}vekv&3+*=~Atn6>!*T8o0;6dq3YK@4HP-DbgTX8@-
zws)DodFk_$OV;h=IZKX37PVzE2Q*$);J2d)Haa#zDUbDb?b^j{RwI|~(ErLwFpY&v
z=S>_=;r%Qu@7v|iU}l}BtG7}-0#z?x&RqLW4u?L~*~BEqKup@$w!cYBS65d(`NEBD
z2er*?rk#`x(@iR+5Od10_2WhNN9OgL)vwKKc_O{z%S&2^7}
zam2moqj$Mamqu6;e3xUn(!^iJRH-OYJ<4Gj$=fWCFVC3pY~o*j4iS|;J6
zo?#J>xW;kdK*`>-PUDRZqpjW|{(q8RW2L?AyBlBN=LjV4|7va`WbPr0(0GH5{dgjK
zowBlxph?C4wzf7lF0QXbo%-@mo;>jvdV6;gi^vYJCfhj=p`omGlc?_}9EGC*D#qh|
zjg!@Rv*CBP>=Vdhp?HLmEj2qmL6FYmNLMJpswrM0B_mV$Zi7f10Pd$g#}B>UB$S6s
z2gKNPeC@7I3~6%gVBofF(!^q{OEvO-Guh2i9M~zP*OcSfT@n4rX}m99JJ%^1%c<_Q
zO(glXn1n>YMX?e9#!7%NZqur>z{J@W*}Xi^gk9Cy*w~OeB>ld_s-?zX{!(mBcw}U(
z``j!th6nfV-E$i0d_e*$v-o{EOmkhDaVXL;Rh*FoNfJ7
zO2`V0`qJ@Q#4!pvMV)&lAYjveA4lmPcXxNPw|v5o4s>1HAS|b;8AQip7S-8#5$JTk
zh=`7a7ri{9xkc`%@(iF%bxs0KU2;wAp|0^}_YA>42W~up(uE5zgB{yx#l*$Cf85%o
zjDsJikpOZkH5|j$X~yN8GctQ0HM!5Z;^}+duGpp2-;|3`d%$(7H$y$wDLu=+H|Cr0
zRNQF}Z>+2}o{U23@#^Ucz)La8@iBUZUTmzaVq9EYbV5#P;g*r-o*lDj;FEcBL=2y=
zf+U3+D!%TSprZnygj})z0dDtM7fJS1elJhYN@SGBjK0znw5ye6D}Uz9?XST?B;jEf
z64J7^wtjll$g9$EC$B|X1psJ~$0FbSeIYIv;#89hE{~K-cwWE0R3cyrW&Z`h7I8#L
zPwa|!)z#G(>tDq`^zpe6w*cLE@+^^vzC9FJqQWrz=^^vS?=Mby4h&emYiw+c(tMqQ
zRCP@&&W_i80vYD@hNmSYcD{M@<|Z=GQly`H0Qcf9E;+h9fu0y#wNc(DXT_0gwRPax
zX%D{n^Rg6KNGKA)o0x)4n>Syu?WrpHGd=vxJYgKbpSCgEf%odws{{+;@Y2H(=iiDr
z6-_Qn?snzcwa2n-yDo%9M(&i9l;m+;_wG53IQwX*HG{SWF`l#gTQA6>qI(X1j)t$bi$;1Di$A1kr^a(8s({j{{S*rw)}
zv%?{C1b9B?wbYI_nL#>vAIp3v^33_W-n2LlHF$AFH>;y7_5pAoo&LUTVmJNu*eu0*my0xjRL1(<5)T$abN&(n)hFZ%R}
zq*inOKm1s7C%a>Z#>T2@lJyw0Knv0=U!=Uuc6QoPCWueIw6ruvDca|Yp-pn4{I`;l
z%HeM!iS-uQG6;Vrr7v$NCu+}ZS0T%_4jDuA?b|Dn6#EwcxwT;zfs`b7^Q7aJdUtDs
z3YZR>?b{=>
zKup_}1Xzt1|_>^<^>6_gIwG>UI2>
z;g=o7^)|C{VTm7>Q9s(&{t4WjALG%`*ht04
zOMb}Pt3^QGUflCK+9U7F+JF3bQMk)plWaONRLfSZkoEyE@I{u7M1l=*5yAeFgTukn
zp5#Rons0BftzghvjM<+RUzs%f(f)VM3&4h=!otFsT&oXN*Z~I?RUvEU27r+cAt?pE
z==iLjmt^M6j0GwvD$;D*HkQ$tLqjOlf$G;tG;tb-A<>As)K=uhwW7^~(qs7>^a2??
z8E4&k&=4lZ_q@GTkapbpC?g|7MHXEgCQd$pB4zTU;D*!hhjZ+To|?$yCf6UTSwPwpHZ8d9*ZNRV+pch0Nr&*=WO`S`fRPoF;Z984k%(QH}I
z3zx$oG#hNxlMjW^tQl4#e=Yp0Eq0(kH0pBAl_|?OoIT3ktF{TaO=pI2SRP$E{{&XY
z7RTi!fArjGifa-=jyeS@?0}?6Mbty)A~MtzN|LC@C~sAy>@J$ETRR&an$y$T+S|zi
zPWDIJI%KEh%j-R(Dow@j+EhP3KLf|pR={xrmww%5G5#~~gHU@|DisJUo(#v85sMU%
zE2N))yO@Fh(rGMn2mOg^*1dZ_ma;xy`yV_?{^((3(tKGfeRB~>Nw(#qf8+^^j^rlGuyL);?<7a1VKO|fP6s9
z9CNTWe!ql-+PRr)g=%oQXusJQA4Fq@{_ko
zo;{n>omzN^_S+@$>V?K#i?_IDW@3!)8-j5tI@noA9~7MGOBfbQ_(3Kdn$wvQLE
z{~d)$VDj_*9WSoP(?45V$uuaU&2n^yPTOlVz8_7)COgOk~nRx}C-CKN+eEx~re;&}#$B!Q?gy1VNE{M~ya?~dy(Scv-vL07Z_Vc(IHG@~8
zU-XY?*?o{l_Fnu;z)N|@(AMo^IEysFJ5T|R=896J!ZM%UTDLRe@#7sgu3w-2KtpEE
z-SY1V@gL@LIZ?ZNVM3Jj^?$ANZtd+k5JCw#5*77ZtK!2E2Frr$s|*B!k3ym84smY>
zBa5gr>&NP+YR$c3*)q2M`#TRNAly+-{J44t(KuG}(OwcuZp$=W3H*YfMYD0^bCN>y
zUwYqNGcnvj1zZHFY%()Bs$7VuR2i?qOHI&J0~H*j80q!#K5Zz*IJ=tP{`cdX8+IjN
z!8tlRbAai_X;SUWrWiK~8bVA=td>DZ=Z{ykkD>I1@l)v8rItutUy
zNi0OlhYog4(5*d3=IuQjX078&|>(0HD}A-El7eKhufnq
zo8J)VkJE48_U+px%YgJCe+c6UR_zV&d+^{nAS1ZBXv}sDuoSR=c(t~(3~-BrxcE&M
zSJwkGI6z|%-$@#asZj|LcC|&G;tK9i>dcw%nbxgwCRue&vSQvCPGruY3riG2#XT!P
zF%*-)sAKm9nPTUgslIY-?H2^ugPR~32-&v2zFU!XsLKTMq`#gG;%xi8>h=>dXY>?E8pI^;eaOgH6gOTfLcoNhR7RG|r9fbi~y>g`-
z9-d$$Bn+L!2lLWgwv(}azK1D)anN<$9eD7hsmD(P0s?~FXB~^bV2%vAH7GGI72(njg#w6tRw_9(0|Otc?vl(P_m%=4NWRRW`svHG&$-pGs<
z6&01a&kpY*Or&zUuWg$`={IT=g2?JMYf_i0vbyS*9a_5%xv=~6;4KW|#q`KJA6Dsk
z;RiTl5_yf;)x?SlCG*BCDl+!8G@-E?JrX^or0!0R^*UFYZotZgvb8ww%90iSQSGAH
z_Pu3_vO?kfHtni)0(RYD_&GZ}yA)=;`sTWwoG0r%7A*lCdmIxbgK11|3&MaArAsAI
zTRrXKLqS17&cfA8iZYs`fEd=nhLPf{oF@@k{bt)9FrlE6Q~)XS_|tBeSV9&4kVpc#!%CFxk&szjD9
zfUfKp-&7lf6;x7<%lG0gWwFN69GUV-0!-w#<~Oc&NxIicUgK>UtMQgQ`+^_X8cN{numTbRZkIn+2nDXwgN0e6RT}Y=2KxG+a8OA5
zb0+U(#0+tDV-2{80O0Zq
zYHZ_1eSLk{Zn96R){{B;dX=&!^9~Vpz8>#a!a}DzcJVoK?b;Dc{(Ydw-xhbZ2_*0q
znU%v$wvDE~efzde*}<5`;+RgZlU;Vc0ba-m5hWlDEnUM`txZ(1p3+B1)*h_^
z<-jSjeYrUyJHsS}!^8Rh_5wV*n_E>mwr2_M!XuE@d*fo>WFQN6P`5;|0>Msn*qV{S
z@o^O>gtikyZ5P~unZO{OE}L5>On5(Q2C;YkFMltSst!HW$#4DhdSfee-;8dR(yeX@
zz;vcxnaM*conES%FJprFczQ_pszu(6eQ#5)2BDJ(J&BMI>qh7+aC@UzF}@cY{z0;B
z9^J5ZZ3XmC^SU*l*f0fw)RQ+XKXb^`Y^J4U>ngfAGPd>A_Aw6AYDF7060kudr6Ydk
z{YsV~m$u>|mnPv7u^-A$`Ogpcs9=O$k)dC*v%}Ff6DR703`Hs{#oF(?(dmyLfvwV?|L(4PgTQ&(qcsMBx>uU)m4gQQPi
zRu31E-0|q;K#qPsK6|=~K6WTZo~uNXNV93v3yA$}oSbJ#gu-3M0eQs&HT~*>-4B4j@yW=@*t}(nUHcc>V(|$QG#pd))Fy_;u`n->fTC6n~|Cb;mO~Bnv{!aY{=4vmVDH=QZsi0#DwVBZU$hb?xBp;<+9=tH|
z=T8*oM?K3ndhglC=NG&^&3C~U2uKOVF0VIl-t6n^8wMx}=G?d?{|a)I>;zM-
zcz5eo65T<|RMuPO#bbpMA|4A7kf!qSVZDkx_c;Z39x`Z|w2$xq^mnFI8$%&7DGR$(
z_sTpLO67<5@AvQB8&Tti2}sR$kOv#nq&1L`a;eCWd0=Q`3+;2JYd4i@O5R<`3pJf-
zA{kl7!=Ruzs7VF}25dq?&qUr)&&U0hE4*mtgR;V{|9xX@VP%kKVBpRl^Jy&K8KBOB
zxm9=W-lMEJ=V`T)+!AGAo9O)Cl>bc2jEclOu%LJ_2MO3oAy-E((Ev|Ij7epT7uS+Z
zrlqR;c?p3EVfw;_3&@acwDdsh#sCf9=ioRFnh|abD_dIDZQHhi%?blo=pQwQB}JSc
z1fF7E4t8`~r5+9}F=>92TUJ&^uO)Q{M4&Rmar+7cLvHJzrwK1aq5oYGt$5d+Tl>lD
zCv8s8%$w?M-?yGgE<9y(s`8iUqf7Bj-L(_`_rIQ
zwZ|vGn@k!O@@747c(FE?U8AY5$)qY%?a2*Qgvd$_%iM6_AO;~PB|K~lxJE+u64n{K
zF?fo+7p9NTM&$hpGG#M=Y#+MvV3CBQ3vW?
z$EBUwEL{3pa_xOzR%e&RS-pL~kfly6zhcEnaxJKUTA#9aXYA&6ye!bn9@!A2sl{jW
z;*0WanWx7j0ql>gJ%#;W<~rWE50->yeAc3nMyf?-2RD>FJFbGA!1kzze~HA>RoBT}
z?Jqi>uQBU4!=NSpIxFg)7uTXp-KDBlPK?2fLnA}BwzT$b9C>FyIsyXH?An$1{kt6e
zF-n9Lk_iDKBRbmIgmDMM9XCUz=hv6-W=p1}^uGbj?|OR&fRlsy!+*CsanspMnfRXh3cE89QiCuPZ`~z^q~&
z`2hy(L9TG)=1q2(O7Lk9ZQJC9Q)}axCA>OuU6TFiz)9e5P2%Ecf3prEkDs@dhgE
zz!hg3q4(pK6~JkWd(wqNlJM(pLMm+v_e+dQVla#(O3@0e;M`3S43%df199ROLG9Ht
z?1RWd3_vg(nYAARc*jKn(jNeS6YK(->T}=t2QwZH0M>o7!4+igK!p`oR#KtHyrAX*
zTwnb3fQe92Q0?ss865Vru|?N>d-C*Y3=XPjP*+1EBT6_a2tS9rsvnV&mM({Lp#qv$
zvBNY@lM2L9-@rgqhv`TAWV;6ocU1#;v13BGEgEVf49Q&bZdX3PXgv=IeX#eEIQ>n&
zKYvS|nsuCu-LB&zkLXMFW2YkSxg!{pxpf-+u-y;$0RB!Co(mO*qj*xtvx%>eb77bW
zYY50kd@Sim%@kby3!E^c;S#%Cl|Vd@#4_EWcpEwIH;7Cp!B9tbGk72=ABbAU{COBY
zfA?L-?c-o$A)+=$g##&?X;oZl>Nnw7ym9N!GlDpAq-15QmuwJxzJl@c2?Q0By0qvp
zjvwl`)-w=`lJs0sQqpGkH$NFg=)u*Lm6wka9~e#~NUg7NY$9PzK%(J$(K{_Jj+4my
zgoPuF6+9Y5D+(b_zBxS8OmIy=Ows$_Lcb9zdFa5XOuJg9uZ3Nf6)*xwt>{
z2Sy0Lgl+rm!wQk~5%6;Ul_l{XrO%v^gN+bhf4j&?24tF;8-e_c4S*DahyQHio5>i2
zlSphyk|7s;{#*)Jz7_i#=)(kPQaNN0ikKqOW!r(4lfdfA=5=ZF&a22^Cn>C_tad@N
zGOW%mRrR=LUXygv#}>Jbe|OIP`)i4<0Nni~v_($Ktt4WM62yf>vXb0LvRTg4QBZw5aZBDn%nPT7>#_wz=jk030%<|7!&5t`8e`G
zf`Sb(C5P6+NZAd{Qvo>u+Q`wsVL|`{L&U&;pxlcU2Zeys`FoY4*^Gj558pFf!K19)72;Yl)L
z$uiJYoaP{vrKF@3h?nkS>7H1*_(MwbvN=+x*klj|$4PR#%VppSRZi(5To;ptBC{_X
znj8x^4-j~i)sv8Y49R0G1@fy5q7I32m?KsZ5s}!ZdU|?f7Z3wRnK0C}!2T;NGLH|P
zRE#*AyfpNNw#%RxgWzR31iy;=v`0C6fngOv+L(VN7}&~&B&=_}c8PFF5?vws>lEy5
zERwLLr8+SrK-M(;@|X$h43gs9)7CE`B0AVEg!7EAdsk3kR&d|+@RPGZ{i!=`L9FZv7y~_mAF%7iq#N=c*
zw6|mdu)GZG0Pr0h9hGChu6`F?kQDPB{Gu-c#-~qbptOH469!%VsXPwQB35
zqd>GF#`NG+AzXMRvzi!|*Ex87QUNY|moG!6evm5TEj0GH$z@oE&{rgI0h1?gJD~ol
zId8<$j%1+`vLOjrw_Vt)$|rBL%nTJDwEvcx!5*7an=K0|22*pBq!pNi#=S{wKsK&f
zkRpiQ3)mRgO0W&VugKn{H88o<3=1s+WWf^o593N<#Q_IRLHzl@`8SrG*h(2O__$1=
z(em`djR1IZDLGx@^yyE~MeH
za8vsw1>9$Iu%*I@wUXG!X8*Kqh_$)rwt<+9kgInGJNG3|JpF)o}77L0~1rRT*h#FH-`)BBp!m7miv9_(}5&Ks~~`Pv7yX0PJd>yq_u+4nca
z6U3kpF2&O-0S^HZ?hmuGMN=lZ3RoDv4GIF3Un8)Xp
zHQj=x#W%;?8FkpR`vGc^v797RZ)O$;vMJ4F;!?J^6%F+mn<1-KXMW!^7L9BLBYj8s+C8fwQ0AHteo
zVH+a=`%_PgLCBEII?^FVuqN4G#PJQCrM@vo%ZDJvB;8ZsSn5;giZ`jhG9%utZumX+
z%g+_`pG2fL^QxU<1UIV#oJyw2ZEnUPu$6bnmGJ&8s^omEj8juY`9M)|aXHA^MDPW*
zz2mh;A@D+j8zI!Wagi?@vEg&}VpS1;INQ5J#MrDeJP81s1xqa%Jj^^&O?Y*6B4%`;nrYa=h;R%3B-JB?f{*4UEx0jm~cPz{@60+M45hAEh#MiEj!
zH8yHt;Uw{ASS1n$hfvNWiw4FzUv3G{03K2iPt^E;6Wa*a&NPhYz3}VPL!YpH!IumA
ziryk|GlkQ_KjhvNBRwYOo5);F$pkFn{!@QCWE#NAn>ajjA`6Ij#TdBAd@K>1zpUVx
zI}u*wfk^;aw*YAp^ERo+aGUJf*J$%i$lr#{4;Y5dN)??-c!poVi1P_pKE!qG3306x
z9D~A$H|^;m&VBr@U>r!IzlWK*^0f_2hz7>kD=@)6Q;t)WfBDUdn6dE=SlZ?F^}|f6
z;-cX;Citu_+aZy-fFPWzO*T6;yAtCM>=5v|XyAB?!ujgda%IIatCkbUi?m3d3sV?k
zSt!u}=ce-JVw-ZEO~HhPzbPcnBPcKFpfYgcv7tC&?<3+2RD!1huqOie*cfsUF8>7j
zi0#lXN!Q7)NH~4(`E#l%{H_5o!}UB#0Rzm>vLKcw;j6Ahe&b1dG~)CqL1Unih|LU+
zBcf_|k^%tm>cr^)CZoQuo@SR*Clg2(w!??z@fV%2OQu1(nmm>s2#Y|Ru%Vz`iG>&D
z_fl|+b^wJiMR7o?vuXdrHX(B$oJ2l6Ass?I*s2Od>l-(25UTY%YyjzQGfreEF?T*J
zcJRcJG64X)QHaLTxO<`p&yKs#sSw*pWB*%76LG*>`*Ay@1_3zHZu*Zk&ZN`W{O))1
zzLDh-v<8fnwuRSBNftwVTn`;QCeQ$4am?-qdLmYj&!6R?^kH8!6LA^qIYYn*_XyW!
zvf;Pjc%0C3cv>Q?X*+eX5>?9IGi^<6{Wr48;ayRN8))9`F!*sNahm|5!(jSt^W2SQ
zlx_eUDq>pUtM>&>2#7}PO_q5xuM9q@zOZinNQ|!>DhU;kitHwa32`K=+oHffG87Ij%I1+PSVtQ1`af@=E
zN|=<0p3y(qO|=g;20ctg*?&+p#7D-F+I1mjd3nQ@Fs%JuV^6MiG(hX^h{j0N=fHhi!BMt^mRT
zB?np@Ujh}ffP*Ycs|R4|Ks)LTm;A__*mV9y1IymMO;$rPe1yiM>_10HIT{G}m)9^+
zG$T!Wvr!y|pYMb{*y>sPw~$06Z>w_y$PX!eOa5m{`v?mM-$h|5E5&13-ae8Cd?luZ
z)}9^?Nx~~%<5)z|xREC@pCJf>RXPi|-&lWhB4`XSV3eev|K8Ma_0-_@)AP4xb-?WB
zyzWAwM2dUNKg0jfckSJsi{-36cN`YQTEV!=pFMj&w3yrxMd{GrTKqqmBcR2Hg%;1>
zgp%BiHG2Wm6ZXnH<;$Y?WoBfWA7zS%B6I$NN#%d
zv0;C_un@sc7ng=V5Bh5Dil~BRTSx%_%-8f<>x(u)xtjk)e)OjE^D{vC
zKi|P@^FK8juLZK^$23#zUsB-|&Xq}W7XNAjd4K))@z$%7TSj~yJtEvSI4X&NtCz$*
zZd`iw_;D1n=>AMnAY`b3`px(dz>cf(|ol-O#
zJXVXzpI%C{c>i+`k5wI3XFN7us`=e9z9LWSj>q$q>{FNXa&owi3^zXe_WO5G-^^E-
zDj^2Z&7WWRPV*mbtb~6=PL+SetJr_+y-HGdOTJo6NbLyuvie7@_y6xc?%Zbx>6PGJ
zi8}+HA@!v5C&Q!{0+!L8$7i;C9DN67+ZT1FLe66sVMEMI6@o>#>kVP=>1}Uhuw=iqEDGOI#DPqcjvE8MSe@@ZydyxIgZ05e+IcXkakWF
z#3Ms)B|zJ6X(zJ_4HAIM5M?zK*#Mh#0Gk^M|c2|PdGNt&P;)P
ziZ55^oqvM-L8~p}hicM{A0e;e&jrXOWdPG|?tX(1BA`iok|GRJZMSqXx!T0n96_q^#iJb<}5vK^7#1
zb#oKn+>s}2E}NVmd$a?Hdq7+R_|LAW7bch&L@k8rXcFL8RJC>!a%VZ@ecrT;J6^#e
z)sh5jVRs2{^R#xqh*?dNo+y`hA+vYk@RFE$>~&(uDHngJH&Guc7Dab`%_8NMt|0^6
z^;|gv1?8%r2Z=Ejr51&2A%Jc0nmY_zg0G+7XlT>?diMxrNYpzGH!-L(W~EI9S123>
z({6c$KgDy#qAWnyHAM%?0z6z^wA$+GboBGK0Ln(=hWA4ENvRQb=ZZO=qgqZ~;oY^V
zk)-T~7?!{=>&8aHl0@a&vKG1gEtX{=d<&z!QF5uO?lEMLE$hm{nPnGgCY`@R+-XSR
zqEb>6kgBiO5Q4k#JE@YyJhHzNnf;?DDPbY{_qFlJ+X^6l?!
z0XhkgOsH$NbFI}7!Z<1#7=%ZheX^MzPTL5WbCC6&gN${u#$*BL@NMe5LL&}n|JM23
z#EcuE_~D5>Z{>pG8<1nJ>JemZVsMuo+!O={72E)m=C9S6)&FmLpd;u^c&y3w?Xg@+ly>3yRV
zDWcs68kMD|h|N*yb@UW08ftBfY9b$D4wQ}70!;(1@HuMZgZ#S|;%JZsMwB=l|1xru
z(ktk)`wFdDB$3af+%^y~VapG8*$~v|k%AybZwW^4ePs)fGln*?nj^6~7DUCFfU6ss
z5yudxV!^`|u9byD{@l59OW9XHBVfe9K#bHHz@5WQ(|PD2Qn%l~f1e4sw(%$1btWYR
zh0PDE7j8*u-%?d3(iMQ@@Yoc5ZPj4=sO~d8I+ZYKZd4{b8xF?ymdynl=UXd))#`!R
zq6mJ^?lWt^e&peB_fb)+_2n!cV%~l^GoncRIm9&rm){F;Q+vwV79xMbu%!#FI`CC_zq-e-x`&Do9wvSA_NMbp`U_i~rt8SU3zVL}
z`+KKrtrxv5y>emE5Rjqk9}o~JGW}zN02UWfa8WUR!iU(G8c{cnGDflM91Ee_YC9Lx
z+EB3ZF^COEj%wMKieb1Ce+^HtNMgQ8hmt6SJ0aA4Zc0D{5`5(gtxPKDgja~zH6i-N
z;DiK=q(a+_LwyFM=N&n_`4>|9-m_lUB?iS#e+>)%y_u`gY$6#EoUWa;LBUspCq@nN
z39Oi7!64COp|tMcSXePuB8%e=b$@?x4N^==tJm;^3qn!=c4FiqmHAjnX(7ve1Xole
z=j*PyKN7^N>qBIf5-4AQ4;3K1?4W3hXG$$x(c#D5K3&^dgMcm&x0TR=NXHe)GPp-s
zB$1^$;b^mi>MfCSdg1leOj!INvb#~>m`<{K5F(%Y$79t}4GBPiz(LbBwD3|*EP=&7
zK0YHoI&%VL2G<+@yQWp_gqYY3V3LS}0?{Y6hg(xqQufGIb_G0oq-fqg|ClYpSJrO<
zr--5{FI)bVOc)i!iwg9qh~BP!`6Mixh32h%UhEtk?=)%WZ^grz#0?qV#xUGw7jNE#
zCkbufwT_puE-aEvM#L~e3uQFg2V!0AA$3#u%BN*!FIyHQLx2x-sM8C3o8obFHC{jS
zV}ttxtjgwoZ(Fwcms5<^lH~)lU^nmrY5hT912#E)61&R#Vqz2Sp7?t$oc5p*Cq^~c
z4N*GF4o^#WrupU7O!FUff{K|uc6s1D30UuMZxXz*asKBmTgj8)Ep{NZNHn(c
zUsOU@D6fR)SjnsPB4iMv?haTUJsx3xKC_k2s4@KJ!aJI8P&lr0z4>#2-;24>`l@@#
z+2;pZ_970)#KqmWrDfXAz!0CAnR#ZueueU9+v2#5PEd16#SF0_W5CEinYA_#gu3e;jn^3%@y8*b!U0n(uyTWjqv$nCuJXAhq
zJy^+G!^Uwy@pF?;>dVOa@eeXaq7&qk`G@brzV{MY_aDT_iG?k=i0D_y{>|w8Q(jbX
z9u|_jckc>>&xMADGHWe##qx-?+7NfB6X*j$-CD|=p>UNo_g@2s2RgLl*u{;1f8L)f
znb#NA3gtftuyGrQr)C~O3!sPczf7k0;dB;7Nr%`75U&Lpy#*O%!~P=X
zj%p{W;149Zhg{2;z&AWV3`Ci|a@b$IoZ>%+9CHzj1Q=zsU$be_ErHrL%L)
z;=vO!(oF1JEV6Afc`dhw-TM3-(p7wX^F(xF!RY&S=+M&l8@E1;jNhlwwuoY-zHy#O
zG&&?(Z@DcnLTpft@#)dJw1K
z$jC^N%m#|p7;02-Nl`dNPw4HvFR!bndnWSH_Q1%T%$$~H+9J6CcZXH8&(!>*zYKkO
zQ1yT=Am*@xHxr8NuCHCV#9}DD?3^4*qJc|UBUo;l2^dQ$`lpDF&F)iFP{Kn)!CVncq9<_?jhGAid>1c(YzJ@{|jW!g*{qi3JQv+UaK@!YD<>g
zbls`c&Y>7M!t-`8n1|7^&S?)771sHO=UF7pFpL`pfa#fdK%ExpZzfq5BK+skt8JE*
zzqlU7rhUeU8?S>*4a?kyF0dshMo(g2)1omDa@${nmwycoa3IX?Q
zWd;E5A0gLKb=6*Mu4CDMnDwxJxuoLLl&!B_Z6)RJtXA26GY5yn^T{=~k71>t+S}WQ
z6`x#5C^CrL1A
zw9IfN-|J+qDCd(_g1j?G8&2$>|C~odX)}ADn@pe4)2eP4Xsn)jvy$LMk5nALV%ZI|k;r9Rn9;sW&N;66#{g0j;62D<^
zgX!5hZL{E^pF>yO-Cqw%3(d~9zRf#Ye8f*Jn6`{gp;dvqz3=dKLhczc5vk|v`Twp(
zN}-JJ#&)=Vx+U6N%4p14ld
zwdkIKiY%EMffZ&7NAaY>qZjL#%M1v%<6APgRg^sHKQC@%2Q8dRa&jAA1?q06XO~N@
zE3rM_zo<>3rL!uc=PMn6;H`sgFVsho;W+MY1QGjVfK_4*i3
z-6kM4=*PnQkSrCXh_a?h%3YAU@G0U^#4!Ul4*h=jBdlVq?3!9TUIiPHI}?R`Mfs|5
zhwV;`Rt8qW%IJ3j^j(|DuY#60y#FiF{x|1&>t<2PKD($t4_u~P?#kZYP?a6qW6Ctb0>RR{$dyRn1!MQ`0W;xdZPYoTy)RepfFb
zXMdtP{WVuvxYBXb6i#E#Rl03e8v$IOB2r6hqvF3ROZw=zec;fpw>MkkrITZxY|m9o
zo6@DCq_ls`Do((mGw%KS?~OI{P;g*|vN`Mn9bbqf8iMcYK%OFI~;&qf58oab_C1lvBeQE6Z4OkJB3PHTT4%s#hYzdRtU
zB2&rpwe#8Z4aqEQ35G$NO;wtMB|&zuD_j3{qSGTzi|&2nm{aEFvn^#@7JJl}CS_dY
ziOQKlJ#jxCCI^uv%-c<)0tT7S7FEx)xg*c9utavvk40
z?ejz|lWzW3Ry;3O%p>!8-658a4|PW3-i-4taZpnO{8|R@j6=gKqyofKNBDCTJ;0$M
z*`G6f?lH##zrts?RJAf693O1qe54*2NkKr^mZr#VxPmH39TJjVl(@@%r^}wvtM&bp6kp;k)X+o){k&hs7H0A{>HEq@=FSp4aR?
zX}G`~v@Bhj^mPxq7Ji4_DKRW8jQ!mbp;suXmrh_>^t
zYVL8JAB&X(|DL$5Qu{UV;~iYx#|y1c4}c3GMMrO?!iNOk`#uZ3?g>z
z96V>Nl9*cW(`pN^X}&}0;VeU87FAi<1TM9=x>zT~lSztc!Ec{VTF8JsT3h$_RlWx~
zPg2{Q(^hEq2M`y)vJTxxksM@ozPx8!!d-n4NjkbK$-zTE(qQwAwDJHG>#0AnaJhY_
zJ*YB*|Dyybx6fZ3UeLxx%G}BDrzx7im=Otz^CC+1nGzOKu$GaQ`BpKwq!qUlg77vO
zjWC*2LeHTWCXrCW^<&HS+xF;QYGBCcJCQw({^|&g*A0c4kF87Pdd+
zn$NK1WablYMld_<$B!Q`YukPOzn!uFr|G8u?+yJ86TOnF+{is5Hx;K&>ON6E$oZ}N
zMw?o0l3?sEf8)`Dp`~s+7IP}?G;P+{*|ph&TrrU)xE`OlSX3m?dzB|SBZW&eDt2}rYLRg%RiQ_+i__3Uz_Ob
z5l}@cbF(wdTFXT}C~G1c(bpE8It0;WP`_a_Z_C)*CXM?)zQ$99`<
ziA{d1=^2{76vvJ!bl
z0ESb(;^VE$)(^;z&`L;16kF31?=xvaMjF3C0_6Kb{h9q(ZGh6%d94>+<_K>{np@(s
zzs9FV!EGC3KsLo~i~Mv&EQzb>s82GX+P*OwBDSTZn(J#1U#h-nX_d{HU
zBxio@6Dj5I2nsFc%07$Q?Pus0u_HmjdNqCFD#qQ**1sw_3mp9Pu-;9UX!Kl0k%tOu
za7QP55{o;A#ZvTx-e<@LV;La+=o`-0UOV)~f#_pLSv1DW_Jvt~
zG@w35(VI~SB~fqn>Q;!hggOVgIp?(UU80vD`2g7F(K2Z-;SR~ay#NP^qnIfqAXOe*
zJ&-=F=C&)rc_=|DNBi6;6mFjpxOAZg&PzaTW7G{4=6pk4J28HfeuH#}&U-Yuj%#57
z+^`gH5xBC;*=zgsiZ_;!wbgSjCzCc|XiOb4N>5!nw!L|Di8GM|g#WZGX|yh6=x)l*
zCY^im3LVI1D;3lE7)T)V__U@$x~u+&?-RDY5#5GRo8No~m<-2ijD|bltvwP@;$9xX
zQ1t}lO@|Xt0iYAQyNtyNpIG->Zb?Z0pqtRzwMgL0QCvXkpC(*{8!xwdqVJPfQX`}>
zBAvv*FH96s(sG{EYN2zS*{~u5nwGH(3(q>|ws*E&PHAE!tB*Jw;C}{Y(jxv*Er&+d
zqvgbhk4iA&rk*ShnGHi_N4i<<(BsjyFC0b;jIIQGO00=Xg`Kmk$d7|`W+kOvbHgHY
z^GgB^I@bn!s3@XlJK8M0O1`
zNpCZ8lC%d>(D&@tI)V6Koy!DniE-$3IoX@m3wDakDzn>V0G!#y?i$p
z)F2K`xR{{pa2WGRWAxf3eqGX~5^f45Ec~|dDN>&Tv#&aeTsHKt{js9;HZ9*ZLhX~=
zLsbkqdktP|?l`@#6+%K^!)sEbZ;Ps2WB9+HqQNW>GpVwI$RSNU>rkX$irpg(M@Zo#
zw0hE)9+i!5Rx%dn4V`}8*+*>pqkWB2D{>1zpL-8H%Y8ndLV`M6H09`<#TD``5=@B@
zs)$J4ibdv+<&tGs3UJ6UkijH{3M?3(;T4s3ud>kWl=Ssc(RLI=SSq|PGWqe3#K8>9
zgA$n0vN8oy9Xi>5-WeZG`jd>JE{(L75$FiA89_c`0=NBSiKW|ouTJ3*Sz@n%N(+sX
z?k9i38)A(oCK_z>xv!%~H!8R~A9r}Ud#F=;FKQs(^kufLkJri5Mj?|T9+NcrL4YJ;lC~?j4r!fyb>I3cqok;jcu@e2Ljj+o
zu*a!Y)kQ^8Gkp$u<;3((+R3BojxvHedZ>J9+s%}Ou12I!At@;$dN+G3E*wFGWtF^1
zKQbZYlOV>!yJKhNx*uj6(l`a)p-%L4B-Ik6VxCwEoPIr&AjK@0E|wjae}19qT*u5X
zck7A=E=Zytc}`NJO8ShEXij86qzyPjTp@0fruf*6Tc?B3V*}-ho~|9VVVRl4QXm){?IY%qwnu4~q`LvNKDP>>2xJ}hJlNO|As0%YRY#*PBO^c3-NN>LqqcaLg4q(gLqbjGT%V>HFBqiimT9~(uTeeansDu
z5S6=!3$1^nr_lOy?>dHWobP+bJTSrMrAIPrm`*w$4dsYZ1Rv?NeNMk}bm<}{x
zVi-8ebM*M-f#+J*A859rc+;UCv)kRrbuf^oh^RcNmTye|xM2;Mfkfaz
zIjo+)o`FG|16Mt^iUwQ{=o0=lA@k?z9xw)uxlQcFqz8%rvuEa5IcYH9)Ig;+N240j
zOsHjybj*K+2AIvT$`!TPT62bcGeU!3o{Qg~w_KXQd36A#Oxo~Fu$yl`pstTdoQgI|
zD93(+ZK)1>u^A4+w>*})qyCtdxj%&>1p>P&KS!HQEv_#?G^vM>Z;W;L3I)PdD8VrY
z0y}y%74|xHxKyCYH-GW^T~129&`Et|UkGUiKn|58nS3nK-m7c4lHg1Wr0wzEDLC|r
znFoQUxVZReYOA~KwA&n8|MB9YqN{W3Ih#o_6C8hNuT_M@@gky0IK;|E`oiRp*^$Us
zdWGwc9!1z4|6)x~IySleHe>p-xY--t0d?foq*~^Sm(anexVU2>-y9nBx}=d+oi~ivR!n-uD^q=f3Ypl({SJZM3azmM!dwq2#--nn$<(c>fk@
zg0mp1e1AP#Ii4tRrcAQ|+3lI&WxIDjL?oKh%999b?LW(c-o-I2WxqDcEn?xOM*|=G
zNp9<6?b#Af0L;OQM3_mOI&;QJ95svqMip)&7V&F@Toz5m)zVrxeioD}V+GQ2Fs%OU6V_V9;pSAf3e8e3?*#MZj@!>qGFh(ma+;kf@NS8-kzUsMhG&VD&Y^<`*CCp3fPyJmzzDzRJ0VW#
zXSvY}GRsROU8{*2eE5}~E%m7dyP0{58_p5t7f^UL;II4sKTe(2S;uZ*M~`~T#BDgW
z6h}7kz?Ybq*f`8?&>`y_J)*3mT{wK)xL4vB2tzj_OCEeENBW(+$Xr%n3NXg{;rq-?
zVLL>f5eHi`IJl!{SVXt($b!zuzkS6rt&TI
zc4qanhqXd=i>pG%g8QiRGl&K25DbfhhB~h08dTX+K|yPdmWdbH>86U>#%`{d_*np#
z?P~mZz@Z`Q@6PBd*iH8ZS!Ww0mKA%Yx>xs0ZuAjC_-$C<*qlXYbhb=0A63}^Ag%B3
z@8{sz_8lGeL}F;f+4U19#?cjWzJ(oVGe*@e!v6T|*_{s@2M(5Lyg^Nv&YN6^h~L4X
zq}d{`=FdB_nHpB?lv8TBjiakxhhN01m@H7V>T{c4#?nF+p(`|5t$@xn9yHD-s2EWa
zo~w7;b&x8AgX6-FBXdt67MJ>;U%gMZo!myLE{Z0JID6!y@h!cXJzLrG+Vc1e9=GGt
zm0JTpYM5gtu*q>lv{YazZs5M%HX4_d%hw`W44_yi?2X={Jg1Z7wmnpMaomnVO4F?B
zv+gBml#sYQ;=R}rdGCnN&-S9|+rbkZ7u4FU;~&4X^Ur#bJA{QHQ?8ir6z06NLOXvg
zo|xKfBCbyJ+gH)&6mME57hCPBH{VH>zK*xkKy{o;1VeMS3>aQsJ9y$dq*&KLcN>7%
zf`iQ~=GMKiZhb=%UM&m>p=Gj(<-y2`1=;J#VfS$RR$&jq(x+_8o#@-9x+s*g|OQ%!`9xpz-f
zL=Q@pBA2@#92^`(l7j71#0_@A8vPEHFXimnmNMnGnDX-S(j6X1xy2s|ZK-x_ph_rc
z#bi*p{~hgoRs0IRSgOs}bv51Z!wpt_*PJqq%V3iLzU+dbtb+q0AnmHc*o*&N+mH>I
zB9PtJfzX;4*HH+?V)8ivZ6ev2*MM7)_lP*hX2;zsCH42$l|0nCSEFs^*2nET8D|}N
zH6KB!Gh{u!*egP*ck?rX!*VAlr;TrE)_IFLYM5OLgDKJlAtK9FQQTjex8+EJt8XOy
zxaAnSD_{FxtwA#y|7H7St=y7r;zhRsM)@q&m@Wjk>II2gUU3wf$2)_9QddOXyo+N
zz#DJ9e)8Mnph^`&R$k{&QZ3K#TqWYGFqC<)y=J`#g&dFslFd*ERbPqTqON0^bX1#eF^($9K$UoA?c%YXnoRM&TfA|T_kQ+o6Ju3fv1
zVNC<7BiU|ytx5kjGGHXTSh{mzrQ1iJ1_avfM8Rk^cD(vhxrX$szAKJi~>
zK;XE76Z0Jo<$d=gtE(VkyYofWeIBKQ*!VPY`mG*(r)Q#S;PPw44SAP_l)^^6uclrx
zl7p2SQ#*=WL%~2RxE`D@)#y$8P+H&JlRN!Zs&DczfB34TwYB5JE3x!pPp{Hz?xIeq3Y6bX8iP93rX-@##W&mctJ;N>q!%_4pV_8mX_;a
zJUV`O@X5ieCY!iCX4tT&N^YfIs*jC03=2K~2H-JKfDP+)Bo7S)6?@J
zBp0$~&4~>@U2Y^}Ho@)muBswdi2Nn$4;-2%#BK2YF?{vGQP%_q1Y&l$Z~zkCyxMT_TR!zm&IY0J_E)yLvo09zNbT@a
zx@-P@+H#X0;)csUUHjqcrh7uzG!Zt0<88M)fn@Wc-1RlwCG$!n5W-@cI3Bxj&zU*%
z>0F&dHIPoiNyf9u)OqBC?cYn1bsC$_XTJ7dg^lRnmjez-NvF
zF9>g=U!R{p__%)n&UP0W@7p9Wi>knyDu?SCMFTfeShM-`vx+1ao85QaX={67_=0nh
zWC5|KM39$--9H;8oGA@XTq1k@=k-gcC9Fi(u-ZhJHZfZLUE|rd;)EGKFhVyY^yZ-F
z_6~?{v@h3e+S>Qt+}$?rN*g@*1+-7s0ntQ;d{7Z_R+#btPMf`z654Pv0u&aG0*4l_
zj<)Iwps>_CR<(&mErR^HHP3u$6jjDF04sAVs~c1@Qg_E8QMfMDNYt4XXnW2ItVEbK
zh^Ik~GjuL-A|SYea^~2j-rBv2kAS**XqWVS@YCH!sf67vT-|vzlfpWHD)usbW`QVC
zWl=ing4dPK#D#_Ygw%pdK!r0BHH{-idQl^bmz%m7Aqm&
z_=QULli~IAv_J!^`2V`}_|x1X4B;q^Z(~jN{X@diH^;vq!S7``0uvh{P!RqEOo&mc
zM-X{ruc7+?B1#4S#*-UWyte+ce|ITmM-gZ*J+YMk=nju-DEq~;7f+DJC7O#X_7mpQ
z`E#6x&J~^wu#~rcJHI^|l5lGMA7OyOfq+09@7cDSpA!v2AOu!Ck74FoH;#}=cW(z~
zXI2t{>O;)H^F!PIIchbQ?iE-f$koV-+@l?S9sy{T^7mS>)f%k6zsIwzKTU~MkhggQ
zYkBBEot<`v?(Z>B{9=}w+3sLVj0Q3j$}^oDf*GexZSETZ9FyNFAZ#yU0S#}Kms1}Q
z`p=LaH3}$tZ|Sx&vPn;E`!D59|2>&DorW6|)uNr9Z%*{_y3oB;!l33^cAvg|WZL!J
z*6{L6FPtAra#8417ZD*(ovZiU~tF?Lkoyjw9b!vFVpRMaTaRY6li<Css+J!)VP@kcn)8ZZ0(aJ%!`wa4$@
zpGrS#vSY_IS##B;R*7zU3`#E2H=l@&9Y3m17Z7>zm!f;FLu6&&&1w7-srr%wYY13*
z%@{j9yn@20S5#C^&Ak*E>C1ba3jsa;F(7I=vZyU=fkVzFEL#tv?=!}wp;}A1i$otK
zr3C;Z5eQHgv&Lz8^UwBYqE$@#Mt8Z25Aho!z#5#n4S)a0I-49?Lb&PuHVMy+VfQT;
z80_yhxI>2yy}I}e4R|hmstM<_*f3L_#ECbSeRg`(=@)ayp3cG2!naKGO+mp3X=!OT
z6LsVE%E-ocu;jaPtB&hm2*YJ&d7MLcrgnRTkqVoT!VuDt&p?oiBlJxR!R;dW@1{I^hUSZr`b=Mk#pVf)EQu9fgQjA8
zGtKprBtTOrQpMRI8lzU;-{iv|U>THOQW-ButRTI0_wI=BjGv25O;dM&J0it^<1(?{
z#L7yEQpb0}IZZvR<=FY9MM_c$&zO4k;zeO!`J1uYYr0)wjYtO7|5H;kB7EM{!nDoOw4cy$Shs>+Vh0W;ix?c?hU8S2&>r{m)_I!m^X
zuo$#s`a^VI6m}o&D(SsEw4*NHv`?3gU`erB8j~lV
zBHGQNPq>6g(*!7Fm6V
z*T2=|<>uN;O?%jC82HP9X9xcCnyPP(%JE~1qK1a+3}4!M^8%L{w8{WsnEi$g3n{e*
ztJL4=5O&IMS>MF)b2_8#9UbGETF2IYsm+*Y)dUviOnV?q{sX85XXD8tyh#57xXp<&
zd&7%{7<&lAH3~vYm+qg__afI!+TC)dzXqqBJp^ahzrSaCT?ycPUE8Zyuda|MO}1>A
zgm5MYkY+7oj+3WPr+52XA8gVl)#zFGJ$klQ>ueJ9=oK
zfve*VLkm2RPU}EiT-=$f^$95n>9~#cpFDZ8+BOdktxOl6M&5V3#O|ph$BmoK80+KL
zulvc4fa>Fp&AXgAKaq13IF(`0$Ua@(C++N)vf@z|{xCyFj2JR*Tu*;xommvmgV={^
zTE)8!i;C*Z0idbZn>||^(Mt21SUy$@lMnft1#W
zZma(E{;V0h{`O&1VC$h;)3vMVFz@RM8O!SLbF~!i=Wv#YZ#~_1?kvO0Y^IIPAkCu&
z43(CZt4d&b-EH3GTg#svN>0{+qE*@SI
zT3GZ5?S7=DjsyPW>C?fYKv336quy6Xfaq(eVtjsDVBpzPr}iTT?ZTIdiH+6cL?1hG
z;@8V<%^OsP4fFAF$kljqg*&}q+0?7yVPO&z9WwXq-P<8ED~q=!wQ}W3%hS*(~Hv!$QgySp=L-eaZA3rJ0S2DQu9
z-u{VilUGL5N(&2LOpMrnV8i2dS{6uc6@yC9V%ai1HMzZIn!g#_?JfHF%G=3z%gVoF
z2M=yXO}=kY)IQWOIPqlWU)514hTiW_Q+WZ{^VpoBPRUcJPrrx)dfk}B&EI+q?bW&L
z(oRAI>wuZPUQDZCm@DPz=(y#3QDD|jmc{8tnR%CKN=iwEV>nn_U+;qu=*9cLvHBXh
zu};&kzP!Kzeg9yq(U{F+OzvNCRXl(-Sjy9<9RZM@f=3c1pMI9!Ex_f0U3~P%5S4;FNS{KzE{6tRTH95t#5n^G(^U=B
zk1|`uoFmVzy0svd`b=JGU~K*Wa{)M31XrXpq{Rqo&eMon`rFIxBR
zPWL_2Z2wS^@qK*At?eafd%7MiQ@2a&7C-Hp<^5iY>EnYNc#Y~B8c#7u$cD_vk;T>1
z+jW2b#r2xos^zzA*-{I5@QFM($Jp3DIcePDss3C)J3J%rdA4cqXsCX!|HJ8%-qq!4
zBuLveYo579^0+#TOA^%b5)oHi7
zuk$x5N^@U^pM{eb=X!?@SYpFt%Mb70+c-OS1sE%Q`}QMrg|-yA>*>~=Ut3?-y*gV<
zdpMrwum3gGMe*Kpaae0_GUCNcs#oLyM?k?ZZ#(a)J$CF-wsIPevwnC9Cm<8LxZu%O
zEz}|egs}zdd$z4!puIHJ)s
zE3iLA9WT}$UNRY3&eIix?yr^e4Y$-+n!h0{-q6q>JlbAUq?Hr6`pC-a
zfp;33Rovf-R~ud0V0aQtiU-df+AID}p;`ZskENx$hN3zZMqgALziU4lR2Ie#
z!4=ha*(_<8olGi+Qa@4{wi$eHaxA0A5Km!(hQ=@!wN1WrVbz$j)B}k!NdwP<&f44C
z8|q&;HrDc&Sv8(!dmn7$`TS3ZmSBE6dG`|EH~==r^Dmp&06h#0B7n7s
z`b2`u0FV%lMxc*AF=wb5W!4N$eSLkAx9MtUiCoD58<)iq{FuXMCc9*)?QXoQv1n*7
zWkD
z*!HKjNe2GGeu3+<^0{2vC-7&;CBs0g{vOHJ_cnTgF)t{%X+46Y$~e3egTwPa312^d
z&c>}glHpGu1%-K(M=+@Muvx{}z!-e#*=t!Dsd7+&>>3l|2inH&ZP<-L!<
zN-YxBq&3-t82yJv#>5CWjhQgE17fAxk_FTP}6jjo)?0xp36w68}j
z)Q0cexf3jC3eAi70&_1f62kX#fSn6qdB^z&7A{=KcW=8F^Qx^6A5w&bP4~|+$e&MS
zxOUSw*Ff8S+)}HDgQ8F7H8x=bV@x$Cs=!(EYsc0)Up{a^8t&R_`m!L!kuseMLsI;$
zd93&rju*u^qSEIdKAhJ)dJ)hjhcQ=VV&XYN6tkeP>)ZfZdsBXk
zuT0gK1BgFTUHw>=E!P)oVJ!eS@~#TaDYEU}b(L+_1~X@N#7^{-uj=Z|2cO{mnORxA
zwAaY{)!1shU_k^so!;ctgoup_r`L`;)FxKkq{e1qp+j(-&CA1&aeTp0?1OpirW^j_im_{t}a6Pq2cq!
z>2NV=zCM5dKA&neg0*Ml;@(&!_=xt-FtDnSkWfxcx^(rb5hnAWzkHcFA^6%$mu3F`
z5^Y-pmuXf0l)V@eBcqsZOMR~V+Y+piW@U(F!nW@ChzzMSY`15a(J7vv)Ug*|NRB?h
z2Exe1!Bk+4nnxE8S$4B~;_5PTPt2`btF~%;w$6yVC9xrCHwBwIk+8h7@)K+-_>hnI
zXWs6#e(2%n_$tJf0avMJ4@Sm|c7|H0&9bnN7Z#;#i|vjrdSTMe?MJM7m{%>cvN{UZ
z#TMF$<05+M5x^*Uq`JxP>DW~+Qg(_JACs@8K4r>mIBp_ClGCx^KQ-nD)QpYWw(U0_
zZYSx#wcUn_U>#3ws<_~p8yUK0=jJ|P7SS#-epXs~`r{{0B&n}En9QC0foaN`HERZ`
zsI(V3nm(rV^JmEc0|sbxE#!X;>eIy)3DZ!x~r|-+}$sb&#RU4ZogDH-bvsC5~UC*Ighv)A3J;Y5N}tX<^WS{
zO^-%(a!7abD0Pd0YT&J%3q!S!5VBU$*%t!15aw&GjNF$kdpp};jisrn7Z=>Xz@P(%
zGycS?(}95>q2)efC<3bav9c2PTXN8IEEkv-eN0f5rDVOLN?i
zINaOSJeeKGhZyvxym(>c(sQJm+7l?ivhwo23@vQI3pF==o)draT}@qhQ(Q{Gw&b3i
zc8hx(2j8$tI!IQ~AA6cQnr_4v1mEe;jTLu$@S~}0p1pkOuxqV@gA`TN*VPvNjDytM
zv3fm7-M0M#9t$JbRWxW$r#6JW>H4_1IK;hxIx`I1w4Cv@a}H4QmWnqW^)JY9(e@oW
z)Rp?W?pCw>*XIc)D;9NDqVo*`ZGgl(UYxeoS&tug`1UF^oo|@UmgMTbemzPN4ynOufr6Xza&Xu1-3n_DbPMwm&NAgwil&zI!6vyg46nB;=U4Oo47r`}X>gM6U>+6pP2m8?_NJ>hkWM&>-y|;sEx-$r`Os`&#Zh#pYsL5T#
z-h{=?_P16*56w-?+H=<~K`F2_ZpOn`&3@7)-)KJf9zQNiPi4A%`9YFX{ta=gLPM2_
z$hYI;ZP%|qD%N0JS9W-L?s?kcl}S&Ve#+DMko;pbMogY8cl7AdH8~O8_hhtwsbc8a
z`Dj_tfr+81TX^j#V`qZEh?bFd`QC#E(e9NHXF6$XYg>R7VjC=eJOS(@IecsM2CY`@
z$fY)U7nRzik_WQ^eu$ddwFS0&$cRA`9eePBn*GZ(zaE5GvE)=pJsr>nQNlNd2#1bYIaIuEOfUOHd;I+=r&2<;QL*WA$9vaoORzh7Ou
z9+L4hjJb1X)|@$=czo?7ii?X0#G1SRY2xNZ&*??w!yEmY*82H*@5aW)lvl6(JLhbb
zEo#~c)Yk53SuK;p_K{o6y{72)sIFdc5_O%NSj(&;)2ELl&EVuejmA?TY0Tn+*g88OBFF>D
z#JO&7ZgAPCn67V2mdu7GBR&gII}Mj1AgDO?M9WWrLK3P5r!bViaP?}}3nrZ|FM59R
zgy87*zSMfOG#zubvnj5Y@#CWvK0UrUhP_jSs1(4mk2N*^)cdO#*34PBa5iYf;Uh;}
ze}0;ICq&Ki-my_Z<}aRSWITcbd=M+ON65V&Ja|C7H9k%}7{;V4Mn=E&J|9+q0Xuf=
zP@C};RD^3usS2^YBeO56sv{IjQKMYBgM$L+*{)sN`M%{*KJpOySU!pf#skJ}U3s%H
z-oGsbpQm`{`W_Z0E*UquX6JM~l?47gaK?|4%sGA+>`D~$MX}Z-8f&tX+Xqim^
z{?985IZv9Jn(9L&trr%@r2g@AsmHeL02urW{q#Rs9E|Ax`zXhIEMB}g!g3S|7!=Y5
zho@~LF_TH7Tphoq+(dj4K=K=MT`c>0xIJ&Xs~_6){MD+BP%t5^nXC
zeJ5#XyylxZy#j0=$ZIqX-t@cN)c5JCdkG14%-iVsq*-!G6TZwrFKkodnc!fNa@_tk
zj=#aWi21JOeYdV0(iT;koIu+JF5UNHja$hK)p6s}=@LIyRCM+;Y!70zQSktL^{~W5
zMLOj*G_mW}t&3s&^$&4?JS~vs(Z}#y(lS08G&IJ&IPhDKX!T&*_b%*GkO-Vr0%uWg
z@!~jzVb2(YrMN26dA!|8&(faPEF+V0YsR~xqEFC2JJfFb-nDyopY!KeUcYe5Tw=wnKGTqBdJEXf>#5?tM4gkrVP%P$awoDSC+O}ho9PJ*A
zAzvBfx5n1y8dtE5C7yXT9zQ>IggXMC!dm@H#R0`*txk>2%@_Hjn%jRUg5GrY(v{%f
zl=_M~yU%^t&U%ZHf%DclJI6Ihru32K$aDzPmL`QtdFiI~Nu*E6z|2wcRi56Q98n+>>9SwHwpH85?jfu^ucZ~)~3S*eip8$rj6I$zU
zdh+BQj(rMk1I@Dmt!;QE0y-69L_~z~+9x%axyS00CfRqHsU&(J;s~H7O*7|${utNKESL3Lr3%kTZ
zGz!z0mOrG<>^E=p;qA#oIBIDo?H(fMfy|!Of?ncN^RT%GQ(13Lq%bLS^ESUYOw`Q9
zpb)Hlv9+ckKJdA|~vEfOhsivkTllKWGn@3|+VL#UbR>V5kpYJYt(
zB0^t;Dj}iT(X@DeD=mT3=e-`9FAkho^lK}<#a=e$6
zZr3jrh=W%$PA$CSg2Z
zjR&d)m(Q0Zy6x;jTjqTynG2Fneek0^ffi!d3)hAB0D^}z|
zdnY7JXYP@E(hpSDkQ$NUO$Xf%5Be!9lllw)J=onct?tv@`SVxXo$OcLBvVX>A9Uu-
zqqH=FLUzB
zsDD;mtihaxww1;G5xCOS;9Q-7$J>W$GZ3TWGU61GTd8Nutw`BWDTldSwu?dSPQxe
zX^+n`^G%fx_AH%K=Q5yQKk1`oF}My$Z15@n6TfTy`myku_rs>JZLIyMxv^BDd420t
zkfJTsg|bwEkC7O}u>Y;RqJn0;$2!G2sqQ4;S*J3U)wl&+sRDa^f{r?yHY7;8ds`Mw
zj(FB{hZpC`c_cwW33|F4(orGfQDQc2vlo3P(V)SYNd@%hrH&`+{j3UHXJqZSPE6?mn=A5GVpho&ELiZ=n~#aY`*JI&*!n?w5Q05y=u!+a=DwCg%K~
z$C~$C?xnkj`HQE?%BG#P*FAt1;;zQ_dAwjw`{;S{D|0r`qVcHJiXQHo
zE-Q}XaO
zySq;X(L4r^0z;z3uCB2P{l7Ku@eCM2^(T@ED`)qUbRxsUy&twTtoU!R4xmhz5XE;n
zY^li<1&*B9e2`Hmbp(zkv4_G@Sjb6G+*Vf^^Pu&SA{N%dDyxOIOtL>X)AXPtXyh%h2-NKrax3}YBQ^9UfRB9?#Ws(6_#TT1*Fw@v&6jil|uji_~Q;3
zICaxLA$zBX9?n>X{om~|f;ojgeIfmYAlqzmbsem-swL&m6%Ywo^N4H1cTAt6F=^7X
z_wUca#}N|<$@c9yIi_6MwJc@21_ODNnT5q1F*pOZI0kMkSTPKd%aJ2qV#;!iFNo4r
z$k*AncSJl8yY&*+$?I45OfnfhjrP{HJE*dpEQqB)Xfrf8_09}m{j}umNNky!6=>wXK2Wp
z?*V`T7uhD5L*W+*OZkbbA_5)LRjX9EAJO$!Z{8f&LdlK~u6~amJveQ184U}1DfBNJ
zml4P3loO(_h1AU3mU?84R)%~N)=JBqgmn?x5
z*V*ThQ`sN8prwX^WwG#C#L7@H$wPG{Ms4SHJVR)>XAx@!BL?T^aGEJreNGOhu&7xJ
zIv~#I^$ncY%*;$N9pvVwq;b7FzJ2#DhZN^m{yi}^CT0-N;!fK^LzP*FmEn7VF|4~;
z%wrUYKD-HwmZo@HF2p2cZ6}`FU$ZWWU$5(PF1RfzLgQGvjz)bVMFM;9&heL#6VL~nzI2h5<=l&z>CEpQ%3q(J
zcKyYk`kmZ46LO81Er=-^$6_#8F=IJqh`$%~zdyXz?sZ;XARwm^r)MaQID3w-paXt`
z>Z6?FLjPn;@|^_FfWI?BWtCm~wgnNX0X_!9q7GHwrOwHr-Krq{0^Qg9D;PlB{QbLP
z@tfDL2XEe7r@$UT=e+x7Ijy{1og5M|KXbMiv4KJj?d4a_nb;bAXwJ}ZI9$ibSI(Uz
z#HTxdem-od`9C`75(MnmteJyCRRoQ{fB)LMxXkC)U8Y;$yZ#OPY)rc^Zl}NyC4aIE
zFak|}HlZ?-iMCiw@ATn;#yfwrcRp>W7v_iWcv$xC1@V>+sDeV*si5j-&nKSq&6mI^
z>|Cl*%Wd9&;J|_9oqDxR_gn~M0(CzI?i$d-#H;52+T*`GNMf#`o>?D%#$!+rq*ukt
z(;PmgG7$J1gaZRuZL%{8`hv|GnwT6rOcx5Y%=Fat+GxQO&?`27io=uuNwC&3vT&by5
z8l?PrOS!VKDt}CTLsZf1wy2JOUwtxJ^rc_a3r%>ADUc07Kx`cy4-g{D=(i*)e{@XS
zIg@o!x2Dzd9;Nw67A1$_?6>#Y^E0*f59F_2Opo2AYHPmc47o|?pnG{rsPS-vHETvv
z#qK2!UZgBilibK&Wv5pnK
znp)7(*)B_-GjPwJEjHaWk71Mnj*c5p^%)DbG*QuO{(-$>V`H<2l5YH__2yGNfnbMi
zL+ZltC4Hez%RUxdvoq7@r{mA!%`@O;#cun)oN>VgXpDuoR(IuUUX;tX=o@`*rstgl
zoffKJ%~&caL9xg_t4H*_LhHj`*FO9|K~pv;)xG@qu1wU=hAMi7hLV6H0!A0z67;pp
zK}+ksMF$9_E_TzGd6Lr71|$1K5BmTy5^m|cSz`2_%6XbL+k0=oDkblW7>LCFUo-!bru
z$6Vs^tUm@z7&3I|rJ{4C1^eJbqypAH9~PaQ?3_da5uLZV>)i^-xz-qaETKF-=J
zX3;)Vf9_)X=gpH8Vwd3fm|&sPWB4D%bVZ~yV$3!ETeO6y#=zrRO`
zUEp%FUj4D1?{ebg$$bo2C%hVxx2uw`!IaNCAfWfd*1yjCe0)-~vt&$OSR$lXp-}5Wge-!eck*>zOI-M5R>~*Z&?CSUT>&}0#
z4Gjl9BZx0Dx@7L}IsCs?aZRdnzS$I`-Ghzi%-N%VA%&Jq!fe0%&l^oCEACoQUcy7O
zSiU?QWZ&sV3^|$+hAynd+#Xi4va&LrB!ecqEI%*j_;5Yg>>i+zA!Z#_{g(RZ58mBU
zzck*_Eu?G6kd6`z6D2_6>8I&6}|T&Y$)Q=|Ea)0z@wfS`vjDxbYdrt^boCH}5)>DY1O
z91o7MIwrM;9U)*pQh+jEAt6doMrx@d$`GwP%%CC)0wzkxC(Z?#|di%)h49
z)Zock0LFkKYVmDHt>U8SDpl(cGBaJ#iykRlRe_2weppvi^X76_KI_%h9lCYt!pNn=
ziqW3U-=_$CDiqg;(Ag1VEi1;O6G0Yh=_F7bADa{Og2VLS*c*k~4i|
zX~!PH>pCjtu7ayqTPu<7y3y4&YH@yCa#yEMHPyKwMq`N|1K1POxRUM
zj+`?;)e10{^lt~(9SE&G8*`3xdGRUOQ>JOj4$uW#%bHnQ+MRvQP8pA3{inWpbHeBQ
z&t01;b4P)QfVi}aG#hzf-@ZYbnvHwcbZ*>9WV|}e&*W*So>uL`J(bI523nt582S0@
z*R&tki$X+PWH`!{l7=Mudq;R2f~v{?*a(sBj$HMJgnndiR-s2Pel*Jb@eSbVGqUbv
zbKU_ol)Xh0(Sk6~a3yXQ4G
z&R^Ho+9FuI3Ype4Y3Y5hO5}-_^~H((c}S4r1%22R>Kqi5S@Vx|P}NGIpxgi7r?1()
zw0XChbnKZ4GnUMpH?IpuPQJ8CtDwXmu6x1`voT!YyG%9TwJvSWr+EHRDfDI!J0h|M4-P`tE0bx3m&M-4oQABV!
z1+llpqpmwttRT}e>L0MnM+`#*1SfD_h>`oj7KWsM>#HaRRc5MBsc~FCKI(WWB7%hi
z{Zdm?H*VZ$a`iN|9jui+%~T293nn&zQpS4c7`oEuq=LZ#+zM0_Ag}m&-^LsDruBb3
zRjDyMf`#yNuU;3sc!n%)`1<9GAeA!)w_^pXvZA75HoIT%Xe()Z$cut*>aRLyDA61*
zflNuL@9mzvq%PzesvB(jM=+!M$#-z-l78mvE2ffRSFgUfwdYp>Kxi!385ODC$Ufp$
zh`Ag?asZwKOjJGr1bDt{{gQOTtJ2PF>%wQ5nfCkMM3>%gMMT#LUc}*n)8!z>+beCP
zCU^L_=WTI}H2$ZlAurXQ&q7`b?87&N1k
z&z&*1>d}a(<>T_!W!FchdwTyj3acvZJ2QUZP@3Q)m=D;H1J}UfVvL{etJM6vq61wd
zfToyl3(TDv>nmUB%Zo#@zo;`*J9f#54iU
zD$a0|fonrG?R)sJnNi+%fTVp+4?{eH`YpU;dHU~mI9p`m%(DHS>97OxdP#`*%KxKw
zB*AG7gmgJreMh*{y40hf-_S}N&Ocsirqx|X?%$OISE!sJ@euSP(jMo~GFdc38ij4%
z9we>0iAQ8GJRol_^w6n{>BueWuAdAw2FFt|a{a|1ddN3XNnD7EdfsC}bcqm&2^s|x
zUztNs1+N9dM%DY-%7;GP8&2{TbnT7Xw;zByj(p8RE)8}K$&dMSlvZ8iPdmY38fJ&u
zmVuhd$bFy&kU$wEE2}NP-3jh^8YRTr2ldQL9zA;&c_#eP^XHv=`R!Z%ixJeS{?bi5
zo8pV!zU|NJa9Spu^J?J?&)D&M&h;9nvvr7L#2D7ze&~?>Z6lODC<6idgZ{MF8OurO
z7G-vjpWY$zcNZ|Egyp_ggnA@QrDbK0yDg=y@S$Yvn*OD)^1p}E!8s&082AH5im)cv
zit_C!Y3osT_OVg^&Rr%-srEG!>IV7*%BicXcXdz=2p81@xURvvb!w28gmmg|bxu(w
zSL`qYg(#n^J>}IU7De?@Ouqoa>14G|GzI`=q0j+3VTkaBKr`O33*79+pXthi
z!%p#LFnjia)u%se6_za3*}d!Y5uIo&D}gaH^Q16^3=zY{I6PoV4@joMPUFn!_uQy#
z*y`~ux_#qEU1~dRdiMCf_g;pL>K)X3I-lS1ke!
z
zWK*U;6TE@6qXVygtq6s^5jc8j^swZQRp#$Bqm}LI8z-9HOo>i!>#F@Zo1|s>J;ut!
zMD)RW7fi$;4&9YLoOzzl0jxnFv)Y0hiqWU{0Ds=5!PwJfK=0g5Szt(i1{W&o>JTo)
z`fF${PdMO%r%W?ei!%V=ucMy|)L49JdALoqZN&poAU2p5e7fw$0
zjNjB$t(iEekV6^0=|l
zZQa{j9qDv7YjoVB>QrP%N8}1~M@XcwO6d5nrNwsLx^572AWd$
z{FYm9cKYu)%X@;dN^qA@?PS}L33Ek!PVCSE)#`EX%z)RfSKJ^?)zv#{JCOADg*-r$2K;NI}8kSeRENJFoiOT)j
z_3OdX!%X^zM38tVW@CT7BvDO2bI;DK3KSj4Em
z@|*xSr@NowqO8qR$Bym6pS^aIdZZ^m?d$5(jOw@?x+_);pmEAHn$AA~3b=9W){Zbt
zvYtIlVZNI;<93M;t*8Nz<(SL=60ql+4z4xZ<=npyrUmgT+S*F2B-8^(VQp7WQaC4w
zvRIIpVCIM>0C?kRLo5W<2~)oS(?B^8<^77gO;g3XIO?~L?0}Lq8D-5@_kP2N53jAO
zdyEcM#0WtG=A-3lDmk~;X#+EmWJkmf0*3{*M>wO_Lakb9)jr97dQ_F>i-wc4ho@N@i*e_E!YJ~2w3T^hUT
z8=8%ozI48*{95pY5+fraABAkAFwvnK!zvlm)l0;1?~Ty+&>0GKFT`@j>o2rnA}($cxGgA8+P<-RO`o}U})exPOYzRZrq4vD^}#7!gg|*ZT7sp-5w$4q}#p-
zd#zU|N&8i+^!aJRy#g~+Nuj7P9)6LZc!K#6R!6>K{vzm%+_1yUlAhBEP$mn12Nb|+
zQ{?32(85h5S%xD!#^XRu3|MFj(uz^JEF{fu`Pb-*?zYFuA
za>R~bpF4}`$nv}E=K~P(Y}T$>gCxxC#gpC+RIzlbb4jVSmte?*9W!t^@8QyF%7(Of`+5&Q*I9idfyv9W`pAp|Si
z;6J{;JXk+p3#l7iY77A)$LE}K>d!3|k5-KGKol$C6!URtbqMm@)hhr-Vzw!s41`yj
ziTUBmyBob2z|JLyGFcxrabf^mCm8&}3KXYeYys_M9(>8+!N#*d*iHrqKTjLelVX-x
zN1p)$j0`m#)1rjXQbpx2VicHuv-&718uP|4Lrl(L618jqql`CPu{nzu2lz%iDwKU2
z(`MEB!Mx<=8K18=QxYazF&{WuK>ui(vO%;*0dR9{U0qTj+v%3_=cyY65
z3EI*8Q0?=izS(eR#K;x#hL{|YVuk>rv#e+se0Cf-mHDHGnN;gh0OnFX@a^QeDo4l^
zQMAw}&zzaZDL_Y7nd{HD?sWeA`3iolQ0sK*+?iR&=Ks{c|0|^~OhQqwLJM_Dffwd?OmnCqf9RhYC!mo$U!D79g@cJCm1b}i4=
za|~4HUNAYvO!EJP9>K;DOSF^oiwX-(sQ$}oTykMx3dImJRMSnHCg2t5#rh>9%)!EW
zxhg8l@2u<3csYLrmr~+bXsGp(l6HY=m(82M(&nQoGvc{35oJ*82lK{2$S|s_jd>1g
zL#lQ9qnIQiRq%ogf8WXC;L@gN6M6l7Bf0D1-2a8BA#_LR%jb;jBQ~3^VQ$J3%g9&(
z1&@7M1R?@cr|>#Z7X-xhcK_9g0&2PhIzw@?iIs_N$7$Gb{yl(nhGr&bPrDA!82iKAwfI`Wbr))_4~gyp
zj8+UOvF)9l<}v8b%WoDFCSniu*bxCA^Y{Bu{rDqGHJ}U~M2^A!}8
z{8Ka;xKP|t(5(ls_Jw%{L6~{EP$!|nT!gG;&IJ=0(_IcJJO0gWJk-arzEPSDdfiau
z(nefTIM8Q9JHc|ab#T~EsuYc_{M1cDd5IvrK~G(=C5efTHy>j7E!DXO6|Ep<%*uS3
z@K#x8x9HM${r#<{uirjId)GnUF4b$)vMRUH{XtCcxC|IgKiG?VNj00wVb*DUSJKhE
z#(Vp+L2mxNTCFA6lOn@=-$%Xp3FHw$!6WeLSZKV6+6B=aoDY{dTbBa#xW=gEc_#vh
zv01;q2T@z&&<}7I+YKB1sqN4g3>q{@cg&aK+DJ}5w37}6Ri4z;hmW8YS(P^F9q1)q_n!PD8-42bs<=b_AkncTbr?1P89Xt~;
zCClfxlib%65noSCF&KY+QdUOhkv=m`ZyxOG?OWs)_?NczHWS3m)R8Zt!ZrNICP+=w5Fh^;zq1mx#vmbFGl^(a&u31cFT7(76WGQ
zLD}@skb`E5Jj{0K5t!vhrOtA-9y(F(iOUx>7MthW~WU
zGVY;*jZ^#?;m3YzX5qtKJB18ZM@NUSw>atLh55T~zf(|MwYbOlvRNLjd%e9QX=c=h
zn0ZKnFhaKr94-(Am57Sr+IC=v!@2UOg3lZ~
zrVGS1jMQ{~T`Hk2?v3{Mni_Z#Gz`lsmJn;_hs+2D8{$^WyuR2Z7>IPtvD?4E<~Blx
zcPdv8aR_ggamtFM8vn>y%Jt-%SGn`Ay(*fWP!~0*li+q7Jbd_)h{Qst%rJ8cEV|P-
zy0yImsJ#2qp)Zt_OTxit-sNzjh#)MH5f*b|-zLCf$P+2GIzM_$!G%RpkpvCH-)llo
zkZu1@4akV(B5b1v9!(P{9v7`$J1SsHWOQ`6ApZ>NB+kdSRwy8q%y*b9;_Gde^us(c
z0*cfQzq$g)tRdPRMEwZ?KATxR6sh@JpiQGs_WV&l>A+&^dmRqd9dHNJ75N|Ci7}v#
zC`>?1peNOrzc#q?WE|Db`}gm~^@IXXrls;|0$?072RaBuSD*kK`!sl<_1`Ed)z;7X>cZz?I
zujR0M^>L~Vc1oN?Wgz|*?amlNoD8OHA&8$D-N&B^e1uXcfcbOpe9v&y%l+=qI9EP)(;mx;D&jnCxNb?sq
ztC?nLDo)$ti`S$+jVDQJwg}E`4;gU6B)YcZaN`Hq4!rlwx5Fk+WT<=iWxOZm2@
zpFb2g;wLSVaF)qww?kpv#U*)lwYOYCl(wJ5o8DizCz0x@bAnBN*9k($87PG~@|)=C
zr7r$vwBlQp`4DV^1l!<7;JvxB1K&^(aTs?mys@U$wP^
z$gjBWgwx{X7j-JQ+xz|1Y092*d3kx05Cu+{G%43r&TQ#Yu>xT}IwqS38x7;1CWc4>4n=r(ek##s
z2%})Q*Joe;VO6xS5MVs4Yp7B4N~n5sa_o+bd9rm5%_D+lc6bdBSD4yaPeynri4uVp
z`wCb4ETg_TGLmPeZ(pBOvg_686D?{_?2u8hSLifmN!I-xe}mJlL4PQG64)Bhg%B`7
zT|EpPWXzyw&2hq$%12+19!Je4h$uq?Dx~=;D)>YyFI&ER5fNaNwswe++B0m)jeW%g
zio=`sx!04r(uks~9EFJJV`
zx7<8Et?BB=9@m!2yL?MgcI^UCx)@L^M@vK>qVa1c5YMrVLTQtB^vIDT!+1Lp?F6=o
zmM8+lm4i?upJOoP>vXsowcK36g(9DB+PZZZTtiBusnZG5BZm$(yfX8;Z=|g{%WFi`
z5iU)TR}6&Qkxt_^QLZqSF!>ur{0XM^_?_f1750mCxOlT=QRC<*V>fTwBv_g_8_a`x
zz`;WWe?T-UfT@n@qM&1P5J?@1l~==)IvT!gv{2>vBThl>z8E;NFd1vQ)0BNM%mU0*
zFZ1Bl$Imr=yzWazAU$u@VR;J039faOl}^*p)e3(v`dMaX!uui0O!ZfN{bewXs>Jt#
zJjQGxUe0yli#Kj>&n+pcE=dlhiWdYzPyzRyJ9Fri)-c7sv?xj#9_Er3cVJd06!(N6
zs;0Q+g+@kK^R$B_9S)bcm399GiGP`*!jb*rJN<7L&T%uP8xdVyE?Y?(R>lrFUzn+@
zSODP|eB7QQZ)m6Xxb}Lp#e2Fan)@3kK$G7x;ePOWnS%B0L;j>>kFbrV}-WleNbBOb9(F?*F
z*ZsWT=)4SWG%i^>1^Z2RhFJA=OjRDn@fKcgkPj|lR$~f7T6{-_2zWN#($(c@P|!{o
zakKHTpTfycaZ70vIatHEaVk6Pb?`Ns%~agBht$tHT4^T=K+*QDTnveE#dbe4bMx4v
z7sDrykbR8<<6L?^`fkxu(S6Mo9R>LPYk<3|++2@03IXrlE3~c|@sWv3T>N^H>~)J+
zZ$LgnfvoTVzpD4@@UZCoUtg!<7vNR)wzhisVF`DSzZhN%n<{avVAz73b4TXPuA6sl
zg1bj|80)jCvp}wl=>{=7m<3v}qn(NZ!%%e0t{OPu9c$3xF?UHmF3
zh}yi><0$arUEZC-O5iyz6M=FE{}`FYS-6Ls4qtvf0z=GfKAiZi!ryF(cm1T_F_;qe41^l{aVMcC;EL6c-6O}bdk{tb4_
z2z|;(bR=pvNxebHPo0Vrr?S1#4~=Z9+#O=o1%M~voB`*M>Ov5kmuwPd8*m_jz2sg)
z>oE=(u`mK1Q~(xAoxOEY;;JPWRm;`!i(Ug2v!yRoL^xVa!U}G45Jh(n4WOl-}7bJP5vy3Pcu=d}I*-(;O3rED!EO9q21sVt$aLx_@4$-d2GX=tHDn>JZSOeHmG
zLyMYeBBfIHt(390jEO?BtJLpxndkYP^FROp|2fY&bB@vU{eC|8ecjjf-fo?7+xOw*
zKp^G6U{F`@J$qEuZsYrzW0{a{txv}IY0mpuPWGp)i@9rraJckR6Fu&mldJ?~vvEZX
zXqVXt#`{N(7;%Y24OSyJcN`M9^C*64si@nxX9lnEVIc{KC4iPNH|tMCT`z7G4HSvU
zJm~P|>&0``Mn0wKe+EamA+oBnayk<6p={yHlrC9LJfN>96~TO7x&qblSyM7X?>%Zj
z44F=plWnSF8%gF13hMOWu-J85Pjcwe>waAc3=vbhKrQS%^y0lGSdr~6tNPv(-9(oG
zyvD6w4)6Q$j^K8uw{Ur=jk5n?W8G^NCGB42Huy&0UK9Cem>`hQk@Gp>*|EV(mMoE|
zL;}+Dv+C{^CCp#CbhbUA@(~f11=f|0343g=0urp3ut6@qiIlAf=t*)>(`u8OKAn48
zKmyKcw@PLjG`7sBaU>y13__UlRGv3f&@=pLakTBWlv5o{hf_wSC)=9`z8-h}2!PRX
z4w?D9^3RQpXI}jPNG@jxU2?{iqI9(}1rh{^{RF3UG+R)RN;)U5xEZZ>cTIa{qYxUJ
zzqavbpxFlzW&O1psG&bVjOKXP^c&mN?{3}S0apTkCZYG)M3(fF!10Gsayh>{D67TS
zSAE{>Zj)%4sUpuy?jJMW;zN7GrKEoRYdJm-9qP(09!D^zJ7=xW9@x3pxG3ocR=y!#
zhsY>$q7s1ArLHtUnc7{M6^V$cf$2Pfn3KQj>gGV0oZMs4^d(^BX+36{en(~%&J3p4
znxWcSP!`53Fy1&Sc`@#zXS5cQAd`AA!)E8_PkE&v$*j~xZtq}b(}H(braJnBQ0(N&
zwzxyC3~ypzkhdS%xcd5firUImtHfZiWx<$tvmai~bjd;~MGk70*1PcJ&Lq9VrSc#D
zXScN_K@A+g$Ykc)mc|4BJZFawE9w8vYJh=3C^H=c^1dZQ^+}w`a(zFjP3zXTPz2TP
z=wp-=K$&jwP;aAXVxs9xwjZLbf
zw?#sZk*{N%(Y$H1#_gn?mI)*6M;ac8FUjR%-W0_2GLK(^iu=BQJ*s9<#LcT$VC^at?RA`J1ux@uHE#pgj5=zYm2yA!PxH}AUV;%ak#_1mA)NoD
z+=uI^>Ggg`H!dh?8S%wxBkUosK=Pl|?w)i3g+6lhsHON-pisW%6NQAt(Ipf!mK@6(
zL$FZS4qmw{jCW$u7mS;3Nua_VBoA${BlmwT6X}cd;>|z?69aAatjVJ0j%o4fD7B&r
z8oYEQueOiUVR`wksi%FlEzIJUWi)>FJwVP0n=zVIguT&a)gJ>>W7>Z4(AR#sJmc(o
z`c%-cKxfaWmbz8M_4|G||Ag+KLEms#6|m9fT3LBx=Eoh<(+EHk17M`fBQM>QS3fz9
z(W$pRmz|9TeUbi1fOF*D4zy`ZJsk-Qi!|xQXg1u?a4Ks?B0~Vhg=Inh+Dbw2hKBgB
zXqmu|D=I7VvhMQZQ9u<~H1kI$+y8djVzt7FT!A4rDGF$g$&l^_sMitt_n;^cslO*Q
z^!EI*N0GDV!y%);m-t46H_G58a10{879F%0!5L0IM6kXqse=fZ+oKrsXC^Q8E_n1v
zhnz#Qb?)^1NddHFhF$<{IshOr
zh5GK*t5?dIGrPY!Fq?mP&|%u3L(!beLTe)lm)x8Wi=pM)DhwZ2j(mw@zFoU^WS~W5
zWoe@CpcxZI5F4i*PPzZ6`}9IfTaBM<579{Odh5$ZNe&!2QXO&ARN4_vbaiyZ6{s^U0&Lcv6VLdO9!K7*vn01yy{%U
zf?PS6$pC{w{N7KZ%U+iu%ZwZpbDmRUka(blUPh1#*8r&l0HaE>4f{oSW7)}HSe#^?#7@AFu!)=tHdQ|IHiYI-Wtii`gFF3kFoJU;FZ7{Pr)7)dd330;+N;)E;xaT|5(dNCZxz
z@+AqmHSk%>`gYB2RErG0`>q3`%n3B3yOBnmx!JpS_l@Zzq5
zY)sUAPy&-lTchcEjR~eN)HG<`ZekL$PtSKBb~ZCJ<;hHb8pz54q?wW>>xr3~NRWw4
z(n89i7f7p3450aA&XB1=;;KSSo7;0gXz8IW_O-XBNRGn6TNg2|I4#
zHgk1W(fP}1p&Ee
zxrCZFn_nV8qh-PZnS>-sn;;TB*MmAItdrJHF-tExIpI-Dr1#XA<9yTeP9OURO*Ny_
zqHp_tY1V@3CwM8Gugsz>%|O~qcik6sW`&yRB-O3&PD9OoXJiz%($4SW@2pk&v>}6k
zqhd?vedGAjy`Q*a>e<2G{$KxX0~+sRN4)EEuBonh7E5Zzhn^fNJC9YmBTTtNJ>S~e
z*nizSe{NA5U3%F7Ln3Q9Z)SG-pB%!2-B@J9ILop49hba5G$h~k>-RNUQJnn?ed7nb
z*~VQ!aZ}%4{ZLCJVu}iv`JqZF+d)f_kkp0ES84&Tp{wD7~@+&jm|rN6)7ie
zzrICy6s!=)b}S1d?9the>EVs5PDYM
z_^m&R3uHf@Dy^cTUuTz$o=OJRD1=|~usuB$N67^&ZtRzMc`lt4TM_5*BuMHRjMXB@
z6L^a(veL!PW-+%(F4N-nf<2=*cS%mAnUl3APIomm@L-ATw)y4obdYHI?(gs@sL#9Z
zb{`3Y7+Ga;vX}NTQeM^6*q9TRFtqtmR-xJ13&jDitSC?0KbqbctaLNCK}(dxqJtq7
zic|JXM}k|1VMriq^xNE+j_q$3pNikno*TDnhQH0?
z#gc&5edv;0h6+i+)$^kG0Te^xIAP8vgT;{}zXyT`+H->q_lA?*R)ubt19Z=VK~tz>
zN(#vYo_u^FwBW&+{n0lBp~u4dqN)~P!avk1&10ihLGMHn**J-V8@`ff(pd=h?P7DeA1iX4b9)++vUHmN7tq~2lcY16oa
zD$@->L6k2vqRQxiMDoR-WD?5(K);(NQ|W7jG&%}`r&3b&^g3#eiZ301OFi1ZWw55}
zf(QH-#lAy_+Mo*sKGf&=gN^zh7B
z8YQe;64L{F;IMqTGF^*Edl;b!tvJuiU|Wce8P?J;5-uuN{BNKk3I&~Gd3CifY8}ZC
zptOuX;HCTQ+De*8ghsEqIOGB@L7*f!ga3O2Y)Ehlmz3#HOLt+)Ea%N~C(dY~
zFv*$2F?yk>s2vTWh+yGKB$99B*fL_Hnh+Wh2Hi$M)72_|QQxy!Sv5=4)s817&RjkF
zbNY+MxQdrAucxJJbpdtEW9}M`^>Hg>-l?_BKK$RU2uM;g%$aw6=o>A3#whyr?_cp~
z+Y|34L#N5QLP*JQO1C2Vr#;N<*n3f8ij-R$m-foVTr1Lro<*|Epv{%t+#2Inxhjo*
z+wavFaZnGMs?Z%c@N4QJ<9r1jsRR{^wodXNK`?rQ=t%l^ibu=Negg)G-3jA@8Ji|_
z|9&rtOc{DudJeHtGP5c?zgU2|Am&vn`J&aTX5p#VLnwRAw>}z&x6QY&8(GB{5W3T*
zG@yslC1xsY*Os7|_fqNgw;~2(RP?%G%tICoQ0SeaB40YPY5b~KxO0i>-|^wE)ksW^
z$9xnY@;VOx;)$q&bn&T+2&Q&|zTFRu0tpn=S$(S)sR`axL$DD_jWfYZqCa}Dv&3B!
z?Z6RE>V*ODyO`X?Y!6T>(kL=;o0rGjbsRM>@S*DXy*CiShKsI5?BcKnOjaeIUop8d
zyq!2=ZaxazA<)3e$szaW#l!STpQ~GZ~#T*mwB%I9f1R>
zM_q2mtj;0n0CP#+i>hLAkb)KJXuattV>WD2y+BcreVXOX`nR$zp8vkdZ
z*CiQUa);NdMH+4LqR!0XlS-D2yaH*gM1{gD|dV
zzjZ&aTe#LQB8eh7lhfGTTmVq21qs;kkeul(xro$`Dk=jg4V)N`wfzm=e&P&Yb~F><
z1*zEOQHB?HTt{ss6>WqV3X5@O>gwp3;BC3VqA_5S{_Kxqt~^
zjx~?G7icw)t#oSM_By59e$UjHWq%C@I+c@1c6e0b$T{XnJG@~NAx+vUQ0MQVHpme%
z=J9rAK;a>+ViydOtWhW~T_R1TpOQQ7{|$_hOfZHsB2x4D%o1y~W|St=VqZ|@FH1Qr
z$%X%xvBae80q3CPyJ4%zjoGkEpGl#DDu-^X0!@yh*OW%ejcj<7F&|uj+d0&BGoU>@
zyR9>rvqqwx1dqAmga1tmI{82s4Dq)@#U@eMu
zY462EjMi0=3te_knjzQtl){*;pPAQb7ITMsWAzoa~w-G
zZx+Oximr9@=E;O@cut%55I*HNOX_()e~GN0&pu154)uFY0}3RpEQS;y$P|Fa@Nq6(
zIA${RGNKihXD)6D%)`C_I03@I=}-uxf8080(}x#}eqPFPBcdQT1HZP0L;yhE!110c%dUO?
z`~nj+&CkhO3?n$Om7^Ir4J`Jodbeh
zg9uKNCjHI5(BtztmEo&$iFdelX7wD^d8g7wZyNv3DA_V0IrH((aoZE(;yxB+6wsp*
zy*+11wrf||>PahC_Ghz_bm=capq#mibzVa@|EUd*lMh)I2*NEEX0~bpO9iu&LLqG=
zY&f#DwhB-IbD&yiTS8^MNS=6@xk*_eCKDD>a_QsA8=^U{me#p_eD@BgW}C$!{vUZ|
z{C%Yu
zZOj42sl7hJ`ft3XK)4j+`5c@|oqU&rUHiHC*GD}v`?M#Epk*iV}gfYv9uawj;ZZDp&
z{hud0mZ%55twvK9Oi$*{WrIPcxEj0gaR&$})|Utasw)a<9g
zw;Kws7xT#*ORgWlSM*?PRsg+
zH%~hIzTKRwV>2xG$;PH4rkbb$4JlYg!Mkdg6oDSpL&xM}K;fZ$?|HQQ+2hCiaMWJ3
z>oM_qKy+5tQR77O{1+7!N(v)93=xhuof&0X>+8pvw46F${Yig0y9-%kdoKl~i^v_3
zmLUnxrDThXUm>U&Xs0ikdaJ*A7VvGx!W|pzyZygVJm+6rS~-N4cXwXn)I9FfKmPd@
zPR(|5Rh)j?nu6TCDnskVK3?s1Zk?BOSD-4|y-lB9FXLXJ(gojfmcb6TQR9LfpHpTW
zL7VW*i&cs)NTP&UNOB|rG$}#~7bPr^G&#sx6OV=XnPB)%c|)xqr&FipRb(lBVhmG|
z;@V0fQ;KS9oa7P4`~BK86c0Brm_$_qPhz-zbFFcVfx!iag>^fIw$D>9D<0>0sp6cw
zQ@heFZ?o#Oadiu#61!`h;$~ynalit*5
zlcJfimWq%&kEX;uuhMcn-*e~ZXH?5m^wR6!)}J2f-fZ{de;;l7+1~5(pB#IyPw+N&
z1LVkBDAJ@CFfuk?Mj1oRI9BjKrrruTaWU=ir$=5)!=of0nepn(Th0^lW)VI-_H3I8Hh;$Vno+=TXmXpu(>i#rksL545&oUFkVlZ>R-`7n?j0wDb011gcaoNRtTyTHxzy+F;v47!g_5HC7KuyjPt{qOU*Cf12G
z0U7(?Pp)0gOVFBEH;|BQzNv`3zpp-ISm|REu64f8k39fe?+#LSf9P^?ZI5v?j?Fyl
z9?n8H@=!_kDkwM>M5-194Sqgf!lrfbA6x)&^W#}{;$aFP%i0zIS(qDSuP@F@Nfl5-ocH~%iIrY`OA$kC+0Ba^*J39JX4(usV
zt#G(rNSGzX&noWRhx_YKPHv<4_6EqmCU$xsZ|^DJ2Q7S=z1Q|sAzaGbxpQ-$Jkq{l
zsyH8$sDHmO2P{cgA?8YO4{t$=7$C(UKAg`f7lD!RtrlQ+&ad7Spi$00G~COZrd*iJ
zkVnk3q$Q%Ly+{KW=J1DZ`yOL{)P}rI1u2$nMbbWb#{x5Pj4twz(rs^Z-reO?H}enM70U0ua1VTKY>)k4P^NILhfhCc)Lh4v1v{t;UEel!c|Hrz!-|+nlQI`2YU@V6c4;!_%i`X*(
zGook+B}113hqA3yvceD)mV-*7f(askA6ng2XfIkInB$2Ynw*VM$;q8#EjwU&rCJGp
z!W{XDOF~l6oVp{Yk@EpIL{Rr##Hg^@?gmydJKjR~3>Q*{u5=`>eY6G=Tn#rs=q
zEQ$?vWIK?kZMcy0O4&ng3uWKrYqc|$7Cs^6qGt;O`bqnoUb1rd;6J~5=+6gNOw0~6
zeLZlt?SoIsAzL?_R}K4F?cn7VQYA6E4mQ?kt;8J8kadwg4@1`n4N4^{BQdz~j&E@*
zQ0Zs0rnAnmPxdbA%U`7~c!Tfh_3bNZvll3FI7Vep3Wdm1N`0Ys;{a}>-N^ev&6Qpc
zQBm=gHLrc+m@f^=gM5Iy;FW%?27-cGGkSjF?ph%x1Q-MS_w)DPH8th}O|8(5X}=~W
zB`tGsP|(xSn?o8YD<04(Y$p%257(XPbS@cnnls{Fj)$qI=8Rt$H0AQBA|z@1{vFpO
zkGV}G%Tz=qCsMPsQ>jt4s_4uY7XdA$EPdCo!$NQIjQ)*
zU44h~LLrFgVz<4v!K@pJY^B#H0m6X06y)R;#}^J~i70LLq|)vLN;4ajLXuY|$R_6<
zgO)GhCAi7_P>f@A*#G4VXpZnlFeQp!YqK@Aw9W+AD(*Gc)R(_Hv!VybqL4-Zf^~x9
zA*@|!>}1q3k%`23`(J^kia>4SHwk4YU!LsJ=~F+gynQnXJn$u{kQCzlV^c&!*Qu4wS;P^FH
z`Aj}#4QEN{kRW6P1gvr!aC_cL8bCNLljPawf=%yONtuS=bv<6UneE(Wo5T2a!;oXnyFS9fjKs=`kF0>7v#bjI!>Z~c2V{pyT6^yV=l?^DLT7BanmB{>3^S`QStz$
zVzGJyv`cLO2I5%jz~r3I3Xpr-6d^}%ajn9#YhebGE*f1IvU(cwGhX{I#>wfimNhkx
z7cX3^%L5oU?BUybZNEZ~|EmL^aQD+N+w^A%h4utHwRHQT**w4HQ~kr&z)k<|*YF0t
zZ^FO*|22B3(s+{$pcrfh9jfuKzFT^dOM&*3>j7uIe8m9M+>J|C8h&*Lv`V?|Lib+
z&G!=BMBBopOA1d&f7`4q1-Cs1z<=^=Q)~8T1y}KHa+LWt7XRnB`PYA~M~2+QpjAID
z?W)HhkcX#!9~l=w35s&fbJ{A^PbcZVvT_+JPy;Z;q*zO_^v82ZoN4`!1XK_dK{ANsj3S^S
zIY|-}k(?ywJ2zO>-FH-1_j~vCd!t7`hBb;`Ip^$ehqdOKbFR%@X{od8R&QTTp-|RQ
z&z+W~P?o--P!=n%T#moF`ipTp{%@(}Nvixxd^xVXatHst%KV&)C51wBiTrO-xM-LG
zg|eGMJ$*v{T0l>egJbE)+}z;QRMt@aci~fq{nzcYy7<%a*?ZPUr}&PVILS_ouXbW}
z+Q~nB_q1HF_jyJU?^8i%w331^J-N!+CVkXT&RF8>OS_rbfrhD!lraZmo_+z-+M@i>
zQAc5|(%M$*)H@EPwL>~QYx6c>F!*W-{!+rZ@GT{E=i-A4-=-e^|G)dMo`V+oRjXF<
z_!p~Y*u+R?)EO&UStWW$rVr9?*%EHkTi?}~mLTast=%De?ON*Iy?bXXw&qO#zL%Mm
z#pgUdZX{1jp*&oP?dH0M_vv}1q~^btthmDOPfJg4>v166;!B{gn&`~1_omI8pKE+x
z*Jc=$ws+5-J@#D@VTVoX5APDTAKtF8j6#`z2Z{PDhZK?NfxM{t6xN&LQI|e=uyb);
z@Me*eZAdn$4xw(=^Rq14cJyjUNswrqlBQjLT_}ZOUb#DWF@?ezfx$*9#?&kH8g0E@
zENaFl;d`*$ENAAm^UUPYjK^xS%F0hvQ%qxA=BAnjU1l>AiWX5?ULSW|M#){rdGx4?
zu*0al$9BG--Q7{SxyO?XtHsyQ9W?)%qmf~Q*(=n~y9D)H3p|)dZ4;N*
zJmu9pZ1LlClXb1e>a}a-j~{n6td0yVWOPwiOELAavhWDo&S!Ye>sPV={)9T?89uXb
zLR9)%w`WH!U#DAj26t6Q6*V-dy?ghrtL)_sk-2G0w~;L|o>qO0M?H2PmA!Q7((lnx
z#Vc1rG@VAOH)T1v#&2!Gt1t`AV(oek&T7r3@y9-!<3YiuBwPv<*&|mk2Sm4
zes!sQE!p)o{#BDON4KC_p(kUl=xj$X_0
zWvoU<V$
zqsz2K+s~i+ofV-vB6JkWoA$mQEP1XL@3n!8WGW47W1nN~Bb%M4Bo8P?OXoPxByu5Q@T8rMX_k|-Q~f?q
zo`iF27d%cYShs_}KHZ^Iu(JJwa?TB=ZTIdL_nCW{LnX)TN9*+3`upR)WjRD)1;sC1sC~>Pmxx!!Xys`B_19lDvqrVC
z3WX1L>1@4iKiu*18J|&CgISJ(mDR9Le`jdP^J8JY9BPKm*-m83q+55hC@_U>l844op|NPPoGA_YZu}mDNOz@;%fW#OE=*{lwu5%#@dF-(O$K#?nM-e_(jC1
z9rf8xQ$6*+hlV_+`g58G1_ll}Pqfkdo0v2t^POk$w!o}!#{qd;=j-REchk*nhi*dM
zIVv@N$5=(YcR<$KQar*tlz#$;<>E
zoV*`S3XNOgr_Z0?&Q2jPlAryMpMSK+-_NgoK>g~~tM@bd(u=~SUtYJEowoBgsg6<-
zz{>_(ZqRH`OG~R6-Mn9FE8V^PH_8XkoH+4U(hNo|fDPc$(sHrYjnVndF~z~w{__9^RDo0llQTU1lf3ij5TVB?FGgAQZhZP|J2qThAaAj#*Il6rD|N60vQxIQz7_
z;mxHRqkTx7PEIKm
z6_xr#1Memq?@u8D->#j~)YPm=7WZNA{O-o6C?)j(Z)ju^BdzkQLc_rt2K@O
zQAqx3c6#VS@e}S-2xLi}wb@P%*1h!#MSfhhbqRW04w_zxX3Zj0_R7giL+zzXSVS@&
z#E=GKhlw`7w)S?t-hCRGVWM->3Bj*kA$IQfpT#Ma?X6EL%A9@jYO1TRk5g1sw7b+S
zd*U^d0mf-lOHChNmb+KU!IO(myI`%|wQC(WXhhzm^?M!G{jzo0iWSEkHENCdqi`Yw
z9mn5rs;8Rgw_^JjwbGuXP)yC;*6*qyhu5&0eV2&iSJUzivTsZoy+8dN=(Z9wlC|z@
zoOo8Pl*q4u#M_(vv{*OExK0*h9HK3Z(8|dskqqH_m(VrorgUpLoVBV{3vGru_{LIGE!#^B5VIoXBfMT;2U$LqtS#3HPe@2$t}D4R5rv~J
zE)>Y5fG98Dig1DKtn}>ArR%;2Rf6d?ubuGviO{-e$?^^#CCze^lqSW5&Fa6D4(lqmfF#`KC#-y&Uj_2w5&~#r!FfS&_
z=YmNeL|D8dfY*zOGtP#
zDMTyF+*mn%WF|`vXPT26i+?iJIpsp^n+wS+zPn&AJyp3xO55(&KQlK_0
zq8#tscySTMe2Kq^Q@T`;NX*ZlS4R4qn|0O1#ob4u96}Yglq
zlNK|_RgON3@`*EIVg^IMigg6{cm5DQ^z?j<1K>w2gVFqBPj!X`UEz6Jm7sSa!vqh(
zHgv7nU%-#a2^rHREqO0MrI*#;iaue`Y8q%
zBqS0_^x5tK%CQRxsTcWjRAP(vCTkUciKgRF4F{H)FC{)QQIQ#{kZ{FE+^doOqSrj8
zx1Ag|!0Gr@SXfw3w`B_xRq)!ti@bQ$6;@qUY))fMw*0-8zrK_MD_Z2MinrG31^HxT
zWUxpDbeMaD{HVQ(hanhe;CtRktEXuFNO5VY?N+*@6^RCNcJ}tZhJXFu>ohg$iF$>!2f2LvKBfI&_4Qyw0ksuVLVu`_2r7Z*!ncUCspHpg7byUoVIAsM5ZRPoAFB+}KD
zLI87jZJbh^W>(^rPhLDht)X2tF;OZBx}8t;0!d^>P87gXNg()Cyq5Ieg32c@ds5ts
zluS+o?^d{bdMeFKj?ix2{0it4)n!N7%Tu2}ek|)vX^zEV|L$Hm^82?ea!I0Y@%9-&
z@tWEh&M@p?adGhqAYNObX);*~`R=qy_z{9wt-EWgk;$TGBw4(_xy(5Mf_IRdT^cB?
z@aoJur>Wi))wHXjSf%Jvk*R2TUeE0DA8Sad#G#rfjXH^4DK>iF*$0R#3Z|x}+fiF4
znIS!rJSzF@Fct5wFxJC;;S
z0|U=sLOgVfpKXiF{QX&>Hch99ZXXLv!NAy<0HCx7>d&n^1WXTa+O&xvR}8k`bUSToZo5LHJa=Yh=KZoV=~ohdoCP=nrnZ?u&Xb=y>XV{2?%ZjN
z)RkwS2S=sqB?V@ws0GZhR0X)@{`Se;_cOA1ieEs_MwOm|W`*?UNu6@5ne?K5#
zr(5B~WOp2S@~=&mIde1pm_Z(!p09{0w!QT__qTGt*KbUXmx+*N&MPV^x^w5wA^WjD
zlPkKqf{l8Z%`+(KWL}WY!h>dCp4x?)8F`MXk
z6q^~dq=>*^?gQv)4T5xYJ;1x|%r+638*1MYN=2ejXCGR!hC-qD4GM~T^X3o%k$oc-
z-7j^Ddgv1#z;W?kMr1kV#pEg*EK#>>^c@B7d~D
zj+DC0%3&7UY>buYHf;*VnjFhm3-BhmR9WC9c~qc2xwg+fNjNPCc~0x6oQ8@8COckv
z4%ZvS8KAoH3ITJ}8Jp2p5iav8TB|fo-az!;I!dY?LHn4AOk)6Mri8lluGZdwG9>H=
zXkgA##Wq}Qx+x?qtbm`5In;YjIDx>~OR`tt|h!GW58ZTT0@Fi
z%5r5CidBFx(N3Dq6FSWM_eZ(R&Dyli0=WX!$z8iP&XIBL03lUdCXa&rTEFwi3qm?v
z&UY{2T+!xA>87(8?vO#8tB%bI@2%BxNlIpBVq)F1=cRn>>(I~$v*zsDkTc{BDB?!5
z(-ZbT?(WCaeqOYwhNEYCV(9np-*1h^Mn{uPbGD1!OUAC$LhQ_%Ts#*{k_j8zCxb$_
z?(a`?L$9%zvjwhFch_6&_v7ht3n7|VZ2+6DhLnDesf~}+$QynE0feQr=_NIAuhJ`4
zN|ahkY;bUJY<6zW$IJ0YM#jyBg*K;dDP78$&-<6e;Q1C=q0Ouh+TV?AnQ_`8z^K@g
zeTzKHFTQts&w4WWSPdH8o*z4<c7F5rGT7Cc2>d@Cw0pJo4%f>%3#Ba>^S}
zLJ@D?NE4Wl!~qr(g#y4sakSR%rStD(&Qg<`PAv{NDhJqIqqNkIL+v%r1J&#H`duVp
z@)=Z|2CY%kQU1#M$A?wb(JCZ!RK7grb{N@1&(}rrLqUOH#?sWSf1ixM&CQm=A&R;v
z=#jO0^nV#~?cIA4yX`R(svN4?(g?61)o3v$8x?H&*f$40aEky2
z-y=PLsc0wUk(6
z&@nfa@q?V4%*MTVnpYFYVA>1(H
zxBvP@bn2x3|Mq+=_N`^Ya}Dvk2fxv++kU8n%S~B#$Y=j4kff?6^@$S_g%-<%2Vecc-ADwH?SRfS+0rjC}Z~j9#!WlgI<0u6s9LeA&2m2mg7xdt&kN
z@$McT97D4t0F)H_UNB*tn4I!Gb<3qVjko=AmcZ1r;tk-~{hnLM13?;H-KlqAwVn8C
z2Z9e#5=Y@I*Cs^EvPJybbLuuLKffZdNNw6)d`?S^ua{Ra3U(d6jJ^*m)Umo+WX1Z&b;ijxPai&f@ehb{EuX{w#p37BC+_G6r7k}=J43r^(_VlB1X=xD
z*F}>k)p{mbn3zZzjUr6-?UlO(A~%?3NaFJ_|J89hvt4g~NhBH7N(~MUdWC?#_J4LS
z$Pb^I@k^}s*N3~C36k|;SNMtA38;yE-@a27`3|EX$qpPmc>deBZ;@a~5bREJk1}uun%)t!AY=?Ex^LY%VS?MsuhZqd>lV{``4f
zGKo^+dVb7Ss@Y{O3knP$K&}5X&XiHPL6h?G^3R_>m4m>ndU0Zjb^o`fbb|W*c3Fbc
zw{Q7t#V{r?9GV1jbs!FS=)_R_0f6KKO0n_~GkPD08r2*m)GgtEpcoMv!Bb@N+%cP;
zG90b8&Q80uq8Lmbb~77ZhYhL(S}VFiJYiJD#wMAt-iVT<#vug*Do8?o5i0qD=uD#X
z+>9;Kha{#-oJyTnFi_Bj8&tmL*9N9O0J#R6n@kuY5qKmL1+kUHwVWqHM^wnvy85qL
zMAx!+ZJzYy%fWfIRgR91!|&H{DZBImHv~G3suV++B1kG{c7zMFc42OIETlnZwZom2%v6kx3;+fANYLE$S;9d|a)drl
zlb_CXPc&&z1e;kyiAsz+zy0=0@Iu}Afii?XlNx!oMEyq$kTgcRYcGgS58Tig@WH7d
zO9#MFle|Ch+DU92P&|a+=5pu(FZA)yS|iu$9G5xSYV|8XE<~w0j1@3aLoHC1W=R(nR5I4SKsS5j1L(^HeVp
zAK&NY^^SswieFVrgb^I&aOgiZPp|s@9v-fW)yRl7=p{pMVPE;ib%!zv)xPX0Q-be-
zONjKR5rkt7fKv87xI+vz(d>9D4UU?MsOXMOn`BL`{S?Yi4uO)kPR$B$Di5>dpu4Bx
zpD~r+Jo$OkR?Qf%non14ZF72(fjBECEoI7Ve*dIm*f9Pm}j(FEPsA{BwH&Z
zWXx6~^TLYH{dyoy+tEg6piF;f0sr73B%kyjP6SN3`fprBXMUp|%zc5!jxfSk9JB3{
zhthJ`dHNbDonLDKJ6VG}niWk3Y|
z@9%FBGFW7?V_#ZEM%0BM5&k`epqrRA)KfF{U&~tPl?GM=ADhgiA)&3Np{WIXmuUX|
zWX7yt$rqBbh$_LAGhOl8sUn0bXw~tsX%^eZD+Fi4chV7fEJDz_OCNEQ6g|bs%o4uj
zKO*JA9zbtV=;AKgd*q0+Y@K0t&6)dKUqS#y#8cCXILL{82=H%tQilv&dRCci>f4uC
zxw+#%#0?Ao{Pa-TaJgmel4D!IxvA^
zj8un6w~;9J$&)~5eTh*TV#k80OhV|}L;a5lDQG~^)-$b)bJD7+&yee17cw}UCkF=W
zN$Lz_4+B(s{O#Y7FhNtWAz^}}Q^2MM$y$Y4vI)c=vt|%hH3AX9z9+tr{4LRu9Y%Y~
zQ7i=`0y~X=cT;lejSCUGM@JNQSy?YsFghBnE(l>ZS~i)AoKEY1{P>ZGf)1%&0%;V~
z)AKFcw?|fnT`&R`0NEt%=$MHiC~%IDIdtXSc=27^^JA7Jb<9VsV!8pXnK=_pd7jFH
zJ8E+1&$35J==1DZB%o*~iF}ed?{2IxB0A$w?+b?^y$FvrT6%@ZygCzsBHkY1FwwM0
z5EK0Qay%D(nnjb(TZ}9_eFk0b;yRv`4fR
z`9&d+km~F(aw68YUL(OMDLgIza(P9l1QEB92c8Q%C?XopOpPfWKc1_wtNZGV#CEe^
zU!D@P$2aFGlNj|hS(G)a*RLls{TYw#p`dYnCmPA5wVb)gBmS&!k$Na%U?d)$Y?XzA
zfOf|YwaYm`1xM5~SoiNg+h5|KRF_t(yJz6{#ld9#GS?FVy+6L^#&n412mnClT8D&$
zu%cAJM`3MRO3ekhbpeQ(n3-onn~y*-;?vLF?O$81?&0RP;yaus6v`25`OUk*bF1!>
z8bN*g_XYb<%YmEZAAzV1mXZSGfBP=_uVv(~Qojcru{epEvV=2_`I^JLj$OjJgjH$b
zHLg28-`%|b@qpp=x4+-Uc3Y&3o0jj1JH>2DQ?y3zm1XUm#I+NeC&ah<9KUnRfBPcv
zF_?_oUjF`3(U}J)8r$}1-RrkLW_s2-)3lI1#;X>Csa(VtzYCESa-6O*KIv?95Iihz03R+w|_CIa4IS*QO!g|
zqkKW)ss&9AJI^&eza=;oM!WxE`9=bE*9!1p{iAIuAoX(T`;A)-Oj9Jp|yG{*`WxRu6en%CRg1}?PU#U@xi^4E=GG%XWBq4j1$9Mal#;d}@3U{*GBY*IeC0Gv152I@+7|2HA@v$S
z8qeBONY`acXoPkH0wa^2M_jIMo*fk+5YM0AB%P(ua#_jBO)I&`M7I>2a$V-v-qy=(
z#%QMJ_g(t0)v=$B%uUwjJVs3cT8=|AQyDr$kVa5q;$etrBhPmBE9!2&oghJ8PI0d)n1Hz5adV_77-DF$)fts#(h?Z4Llkd
zD5gCagjKGB^#(h@tEQ0|9lzi)kIBNMpJSDUjwwkdqOkB9IMNuUaJo_5lz%
zv^~&43VWHI`{6b0sK-#j!9t&-5gvX>awx=iDt%rOGHnDzf|^;>9-$&RUYepiLDoRx
z8UCv6`RQ_e$55%L67nYg26-x7Hs+BpBy7~M;1e|rD?;wtkM=|W@uKb#BPJc)(!dzZ
zD%Fd@?&rp3%a^kwE&z7oX!{o{M?^%B3R3QZFmuAh+^nb=QmdD@H!bolJVLN>u|nS`
z6&5!8aGRf2y$1ns$jaxT7hrn)u#Zi1W^B4gA*T_00imOY%g_4w`Gw&KvBBk|o1lU?
zma>ftg)dGzNkMb#(hd6F{(1kElWphWbV
zlP9kez6Z9i`hZsA2ZTte4>Um17Pe3*tPcvMLPPg~)Xejz$i~R!1FFx<
zdObr*OuOG#P(F0RQ6~f1m|4Sd*C6~g6?=Nm$tg!
zyH^Q&OE~D9a2N}1rcmHXg6;)lS8Yy+yBCh6x#lc3}j4lE3#)lIZi+WZDfe
zQI{-V`z9H5GO4(UkM8=iHO42Cf~DsrbHpQ)f=RrJ6re=n<3Azuh_Di7E>r&B?Amu3
zIqyz-7a7n
zKzN^ZXYOSVS4fZ;M#KS>|0)e`u+LzI8$6IO5X^HA+;sIO);KSD1O%SmF;sx(ybA7b
z(_RZr`xCVm1OTNXglII6tjLO1J;qS#EvAI;>11}Q}^O3cJ5Z#Lo`@SlB
ze}zZIXc7yzvrhorRK`GLCV_c11LEn*?J(^j&c%#%UPUp%=Q8Vvt=A3HMtq%Olp+T)
zgd))MCzQCqj|hGf`4P6X$EfYY!&$52w3_Qh{*_zDeL;X7i#KIC4)H>QU6
z7cX8MM};p9Un%51<4HWgxeG#rH}m4j#!eMM#1jYyZi8h)rPhX>lZQtZc3hHGKtO2^
zi7Q%=0vpOrG%}&vi4&+disUOdUl4jJ(CjFOeOF0pb{KCWq5LAl9jrW3k-tri_Y|Ai^UA**-|!9T
zh^VbZ%1DNRMjh;1&F{7%pXbj_n#?dg>E_?BFJHe?zt;gqS910dnBP8ak`GvL>*&-n
zFfhbo0KUo&s4AwXr+ey8ojL_0;@h`xVdy>3`Qtp_pR)eDpe|NO(C&8#{%y;=1;Jr7
z8baGk!T{B0*v64k+TZD(=!y*6{uVt*_MOZ~pav}dTISuO+~
zM7|?NPi#=R`FcePv=|PP$gU&i$AKTJbN^bR01XmV=m8`ZSmjtP7WKcaapX|%n}lsk
z8Lm>lb#G#=xbBs(9Xri>J^mWQ{rBj(fI&(ar2~g0U|pQST?hqFGCe%
zTyyMdNXV@k3Aqd=lCfCrlLcxTD0uMWhXBk1BQA^24OFO#uynB~l2r){U
z!0A)0P%SrXo#pjFW%zSFw4m??U{gCEGpz~q#9O*x#0E}
zP|R!^b_%Zmo8<$Xmu%J?3kJE#bV|!EknH~>D7{*)AbBYvw;~LVz^-Zta}6X^Se^h{
z<7am=GICK#Q3}3Gz{mk0es<8)1uUlU#7}P}A!oo>;zNSaDH_5jRNjI=xgzY^(!0PF3nk!}gh
z05aYJHv^KJ&up--43?7MK2r3c&!ej%^d5-Y5umFM*ty6mk*P#waLy~;rWeiwLjwfc
zc|?TS+65oS+*Hn76!D9Ew;YIbnUR2LL>2&?-|Sm7)}ssJFwp8F2FHPSvZAHf9u)O8
zD0($DV_WmnpZBWP5@CZ_#>i-4hycF+TV0LW*^W(wy4onA6jWaIn@gw2bihgV5{#TY
z&}Mz1W7ZhZTOb@VpSG(Z843ZQf_@P}8XX^Gt7hM_bJN7_qSAh4>elVXN`%w_K
zwg?m$&tQ-4%b9a_dw1*8mGmBaNdS77aa=|Kt_-m)1ucKwXPU2-*R1ijvM3HkoFpF$
zU0xnFEgy(~B4)o`R727ywwW@~8VIL|TyOaG%_TyY!Du02Jpxs!pf>Ma5ivio&Z3-sIaNGWG&v^A7fH80CzL8HR3<6mV_6{i!i0u>t8_XD$uzd6c
z#^nTuOmPDPlJdkXbMQ9d`QgcezzIRI17c#bisLt&MPj_ubQ~0m0iA+rAah2TY=q}y
zj_ZLdlbmPlvw&n(VOl3^PmTvlkz|N#QfNSe^!?)e?N??`m$gy~5Je=4eh^M^(DqGoGuTIcD@^XV=;eX)mW!N27z^v%|)+KY|-#
zbBl{T21pwr#r5hL*IQS4jlUkkvx046=jR`dEZDshDm^F=5On`Q-ap^;L9$o8+mxgT
zRxPp3Ebf|nJ`@-ApjD^k45@M8Jp5K+w2r(*?g(kTn*Z`U^MCofUugevMWK5%V=3j$
zk1?kCH{5XXodN7_%v3NU)>oM+7vnm{Sji`poON9mcK81MDwL(xzrJiEb|`+*o3(9Q
zXV1L6G3~Nc*_?g$`pWqM#oiQaB+r0(tRQ`9|98J@e6B$;)r2$B8`gDW<7hZ0o@=b1
ze>WEIzv=OM$1=7&=3RX7v42Pi6AX?=iAf3bBN?gx{==WWpyzkv>W6>MaQ-9K^S}4s
z^`RY9AP!juyah2cz#ajo5}6xwZ+J;$;4O#r`dnl6=WUDVK1(8~BIV8dudr?`3jfxc
z@PqU{kgxyhX3GERpJA&<@9JOs=29M9^jmi9hyqtV&naW(Km7~YU&6Vp?LK8q8w(p7
z6}=wd;K{t1d$T_~6u)3w`dHWYVkb05^7lxJf7tea`yFxL<5hP1r2?dZVG@eWR}u4t
zdfMBBB9tTU^Mtyq#4(E>H#ccYN-JvCSc{I*HFF65v=0B!d&%ySp;g}`=gwU}X+v(x
zth%X8F=bmgGU}>$J7@quE&V(lIkIaiSDbKWf>9+IaByP=9tG>Dk4X>#M(;xc=w9UFvRPtUYt)Hmp=HK~EB%
zHYJ0kHSF)FD-$xXlZdSlUieOsZUj~LWe!Q1G^Hy*?6vV*KL3-EN9-?tKTAtXYk(4l
z_}b7AXkEmS5{^=sV4kMX`K;zzL|H`VT!q|19P%gtN>$NGrDpQ=&AWog`8UdKyH1H(
zEr@e7r~44C4GUfX(nx`_lzq>h6QqM1=&>Ztgi5{3;LyX3cewx@kLF-+3}4>BKR9?V
zP=lf>9by3DvTN4D5GkUIqjw)*XRr9|bAXU%9LjHwL;M5&9~WyXgtp3e>HShtcYs{>
zV)84pE-`@t)09y0U?R&TxUxdvO>eTQlq5Ayk|f-AXjh3B_dJG9A8-ephE4NNKxu!^
z)OX?y1Xohtk%zB|)8Yy$RWfiockT|c#-NBYD0^`t{fGMj=NdvshoJ~P0G=7cfxjZ}
zXv)-B&Rh)Yx^9%`wZs5G$WUoi8^iDjtL{+*B$t<$4*}Xx$y-?qVAwpdH9r8?
zH797IDMSJ9OKn}xXHqXO_xijHdd7&OA#387KZ?3Qu#u#J!T=%w8OLFr&s)e(65RxL
zs&TD;0rb~^_x57a{$iKn08t7E>h)A#MyV8ytSpIYONEbM|
z3Uu{gRpRE-&-@vX7zRWE*P0ac
z1`;L?7Siy<#%68emJ^qf@?|1L1+$GhiaIJpa8u_1mI|6IMy
zObb4kk)Ap^^r=*#CuFg59UFK~C?0}FX)blpl%sVB)dy#!OT`e)4*s6#hef?M_%lae
zJs%%-+X*q)2?dH50h60VE`N8@mG-zObEcpi=mxIK%(#1T7K=qJ%t}i;nO1D?u3!FU$tNQ@HPYpuRXKr8_4)O2@+fKTIMF}^
zHCS#yJ5`9)&5OO1-25}Hw5N&r5IP!+72)IK*T{tdSJTwJ2q~c9(3?cGsA7eMbaZ6R
zBE^S1Cu80oOp)hi@H~q@kcDjgu2c5qu72_3
z$7MM2R?NgpJwi1K+9IQ9eyZeUX4h{9VM{vbGIlPNzSFc!UI*;}Wngsy$H|2iga;5Fsgg_o^~}gBZ=C=uq)@0hiWuO1ZgMvTAuWjw
z5%fs~m~+_8dC5t&@gt-Y5b?^T%8RVppWAl9jaPFT
z;Z;K$E-sS+6Hl(Jz*2qHm@g_Rxy&~#4CjA>V*by8LIG3X$|rlva_Q!>m}OxIq|gBZN7|#KUhK{Ncj~@orwIu3(WH^ok%5u+tl7Sbp)71b8Gasx2Li<5yZbz!Uz$jm}AD??xkhv1MQv2gZMuiX5qk=w=uxPx@|XLnItC01j-XP^}M
zVIP*ZCuD4ye;Zec<)>E8XADHnCm`R6)1Obj>^RPjo{25E%LeJcZ3L`yIifd_Jz`W6
z&Y(f?Xgj|`C+8mv6a5l=0=e=4;R1@$7F*nfK)zCsBiJSqtpvM`T%gm#xxk>bc)bJI
zffy4G0oPIWfm9@ugQoBXbmA^d4l?87X!wK(``VqHXyTDn#|PybKl-jlft*su7{G%GyL$vcgt
zkF(gzxnj|W4S!<%|E#)H^-0sR7hU9RY9eLS_vN20Q0s0oX}p?Z
z-JraOLh;)_e^=ZQDQD;GOii=0v4&7xdLpok>4+H$M9(
zc~p$jW2-2xmGdoSxiZAkVOnv7_VJdbPR$wbZ4Hz@aBka{f2*J~;zCfxY2I?xAkd7D
zD;~e7*}}Ln&cgG-z7LDh#5Nx{T39vXl$J3sb2r=^+L7AvqA$bOkWJFyL{mEr8|OjA
zcaw|N>|f!^F{XL0#5|-URlhn~qq2|3*j9FbFDE9q!Giw(<4t<2P6J!RRYRy-=y&wk
zIj`)J8P#={cd#;Z=BxIbw)$qoG{lk|Kj1xXUpo+RjmRkpD7~04{X=kGDbKF<~{T~EHA1y-AIKHx$$E^&uXA!?fok~O-R0ioB!|F9Hh>qJw3?0`l+ZG6$>n81$g
z@=E*qNn3HMyR5ie$w-;&UC%qUsb>o}UdHqU+$I_5Yf1M=DgLX>=eIUJ$?5+9TUwU9nJ49sSO54o*z(p_GF#+p;M6})9p0%+D8`S1g1F*p
zjT&bC+BoD!46CgbdZUb^PI!T)fiGKsUKnw$By`wyT==8a%Hkn+f_g%F%zxMOn8rJe
zL$PMc71Evg@3I^u9ZzQ#2n#;gfcc<|FT#d$eKBO8#m>qmE$`1NRw%Z@BuBVvpZ-+(
zhJ`t~XmsH)ezZlFs4j0Lt<)0@Yhn#-wy!RS4J_J(A*2BU6<`{`B$gP
zI%nZj#flg4GknvZ8N0h~|FC4I0A3}sSF@F2*V#MsIaPGgB05*s|NW7YRmNZ(&8+*la(qBP?wENLO$*`k)lM&?X269el~b
zxDc#0puzX?lWm>?}1
zxZi>3-~kOYcyw~1-w2vbjo@?f3PEpRILucxSRqs2{Cn+w((#wV
zGF)Uws7)_t^Xns^uF$1*DIL6Ov<|su0++tQitrldpun+su*bgn+>SC{2Hj^H$#rxP+N-u^3EaL-M@M^L9M*Khs;
zF3+mV^!CEIrB30A4VtsFl8x(v;Uia4&4$CDDr;yMxl3n0Wl*M3UlyH1pQeJ0%u85q
zRg3W9gce6P4gliBQ}s=u+7Q`i8#$S
zL$|j_!R|{K_Q&ARK-AQ!h|CWt*ABaEBUk3Ybx<12RFGJcuwD)0s+^*>s|GOq!=C5E
zM6RcRQ==Tc2INi&{AeedKx_DF)wT5|{w$@KtAZGIdF%CL-0V~qLiGk`7D7>4D6Gsa
z4*g4|z<}a|nb%iep@u!Ft6n@NBkA8O(2-RCOm^>rpeHT1K$oGr8<%r5^S1hyObX{J$!jEL0e(Jlb~^bz)=}
z4ye(;N06S(RX;YM%GX;~_4g`mp7SAhEc_=6wOi~)dF?xTI2Wxy<)8ahfAf*eCX4lg
zC0ouXt_pZCN?A&?h%PePL(4cZW9gB#|ME|F`TycAXE7J7U$Q~ypKdc!a7d3_%hIG)
z%*LP-?p64ka}Bcz#mO@co(^rrV}@uTB~6_s)<@nUJX%REqL_^mL$s;RF
zer&1#Fs8pbtc*p#)RC84Wj1`wukWvLB{Sc((YJt{=D9rhUIj
z?1iBnS`E?Q?ed2%Q`ZIm9||`s2%W{Qlr{8CaDS3(P|2MhP%Qprz3?9h(qO+|?l8-g
zfs}%?xfJr=!YSVg6=NYv{U>TRPF|SkD&X&zS64qs{XOBxue3B{+)<>rDMJYc=;us#
zr_w1U=D5m)xaW{3Y+$2t)kfvCa%)g&7&ubS++871B+yG*jZRaN1gWy;Rx&R0ivlYy
zjJqSZb1vTtJ9vEh@j~#dlJ>inMy6tpy1r85htigEn
z^~0@AR(xeXe7H)GK3$#jWOdQfAbX0l7q82pb(%Ux4gN1B(7uZ;2|^Gug$%liaB)vt
z(8#TI^abFu7<*>#o!7n()r-$z)R-!Z1OvMgxxS6GNFhI`BwShg^{JL12w2SFmHXvL
zyH&XDlJsgoHJqC$buo@j?!r9+q=N`uAN%Ir-+k%boaAB!5Q3sc4lXM-WMnK#w0u3d
zkxTH0T$t#~sS%m-&0Ydmn9__Jy>kfzWji(2pYrX3UlB8v+_X$u(aD=sL~!YV8Em;b(|cXpj3i
zjyAUh|90t{Df4V~*3r>HXGYv%bdixuRAHbjBiB#CeY#s=O$LE*l=i_1#~Qy^m3eI1
z_us!~58}rKoFNdnBaktnIr=0$ukEhpEfso2Tya2dua>Xf`U2PnR}}`VF`=SFhmljX
zlY5rNO8blFX!2Jy&d?oHenCbAZ!j^tl4hrE+T;d5VxA@<4dd*F@>X694@@Fxha>q3pukRaU*^?)A^IX)qo3DFkCwh>;qeI
zd~2IL6%r&!#L4ki&+4!Xj9KG9?%AVxhG@Gu^9B>Y+t}IJWzU~KA6htZs$<9^O&$MT
zfiAqm*a|*AKBUQwSQK#w*cS9Xbokv4(ubLHvQTvPWzKXP7rC)xgrTsYpbL6MT%yU<
zt8XE}C&E~RNv&4RhEJLFsi4ua8jULvxKbq?l>B@L(1*h1^5E&929WE7~8~K9Br~nr$dX1@J
z*K0tQ62~cVVv?)Bu!|=gMQ|~!A+DXo{#f0&=A`tX$+Ga1570aTxG5A|F^9_A(?FdSkWPqP28Sl=-n~C^
zVk6kouBD6Tam}QvkS@zx$B$n>d$k~7~fQ+|1rGctVcn~CU1k~BK~_pmV55*hp&9x
zKrG>;Kb5q}q0^J-xTJXnE@VF3({tc(ep_*~znI_{%}!@rdaj6H5I~INM0X?^(ln!&
zpIktI752g!BFvN9eISbD8XCdr2aVpjG(nn9CfgVd~Q?=dW`4bIW3+Mn*C=dWoH+2m41#>Q4mc
zt=jh|n);pfP-K0@=v~|WigaL>zI>lsmt5u8cJ(P~W~e9k
zmQgfkLi6S(QQhfULTvPhZns1G%h6^}OIYrCa8uW7m$}*3&_v*)7kmvz@-IZWq-5N<
z$wwnJ;0mkiVO&=yfPBn@Y30w)&-dvf4Fl-yOs+$`;{G)?#`umTvCX(*vA~njMe$g8
zc=-6cnq>f`3O2S{c4K|OF>{#Xa_cw3fen#$|uSmu(Rp3S*kG`V+kfE#;KQ(M^B0(}Rieeh
z@x!w-KTQPz88N6O*JR&jWn+tA&8)NlBtf3atJ`XeW7mk$1%kbzMs&o3KA;(B+
zY6fx_Ji#6M?;#?>cn}aY_166EU`iayt*2<$8^T4S+q6rvU&n=q9|90*&#V#6@|biK
zNkD8!!0%6pa+-)cOK$RPy_$9&aZD2ZVa47TL=1=z+!EH3t=J&sq9N`3+-T<|zlGu#
z3bmYZuB{IWOL>peUYw0f5yKi2r#@n#xNPWPYuJTJ``AlokR6C$0`2r9WGg_pt;Fe_
z=M9j_YvMR^CadF^s3hHxv#w^ECPunGiHjYL6P;=8feD74aITzru#>lK1seLz&S`B}q<0RD|bD7;~H=b2AQXe1$~?e3$b#})(E
z0=nv|4D*DsC=3Utn_P^D*v3XBil7M7t_n%?n6(8apt-
zch9xyLS2{^0QN`V98&GgYo?pdk;Si9kSABB>jgRKW@#ZwV@1$#a)Y#_Mk3(i8W0&|
zXKTcM)hQez;%?$YfWni71Bs9;4iWjIwXwqWk+>=ls=aP6y{N}glk7-KAO`Zg0+0qt
zBAdUX4^Ej^XoG;%Uv9V=t3&SEB)JC{((8ZAw0kCK9SLAXEO%fDs1@WlR}2i8lak&m
zI^$6J6nm;vznD2^!B)Tkpbmve+v|0>AOR~bqH0}}^AOTTvJ`SH&=J|-3+^cSmks=k|>
zn{AyQ4m_xb+lc0y3DFTjehWf6{B7g{zb=qoiaXM}BBSJGWrN`=Be$%O3wp?{xLLSA
z9Cz`Ny9k-7xSr!NQ`YQcH?h!>R(2p4c5|1dM{dt0bdrn*i$oH@0#z?)$XWlY3s9f-
z{XpkQ1Ja9%fLu-P>%~^nVDKzVXQ0AShIl|;fMTDxct}q=xz-%M4}BO+$nGG$@#MFl
zKx&?E7(u=!mOfbRY9=-*JX!a0o9n$Va}xD1H%KBd#c2J!Fh_d@&{7w?(l59u1V~&|
z$-HI}+I|GK#Q#Ord587e8wPDo8zpR
zt#FAUCQSyx>Uk(pFht7s^BNxAsCzW>+*?he#^+G)mKgr@XGWk|DiWk2C_vPIF1g&a
zb4p@=OV2)iRxy1lpL=-6i-{%bpAZ?2Mg4e&N#4Rbh`(nz;q;W3w*x55Mck7shO>#B
z2ohJJPg})(Ud1^2XNE;rQ6zlk?rVY(9
zM$CQ2Mh;CNkoYA0;#}sq&N)Nxt>Bv_Sf#vO6q@nr(2_Zvy(j1^NkMa>v>u8N_v&nH
zY$PRLJzf$^50=QSuDf~@e(xwc+M~>3DcX+iu;16{VloT2%u>X
z9>YlFv`PP~D1FXQuM8P8=4tZM>xD1R0|rIaS2DQuuji!x;&Var25X#s*~;ge%iz~q
z%C4C+W{f4f^3`*y(gG9rNOazCt@D@uKbB`uYCl8pwTU`i(f)SZhDA)$Ugr?bB^1xa
zF<~yo65JW~zx0_kuhF?KJSWmp1kDhkMybP`}Xa7Lc06+LAjz&AUc9H&iWq`
z225v&?q^8J0x1na$%xvwpn1?`Y~&VRUB9dzb!HLb>1_z%M#yPTEcs(;YHG`og}4bvP(iuPF<@%-3}DLgg4gf?hqvf4;CqA|ah)hS7qui6*^PfO3CYqN
z&TxZ`$e?GKfEzM$KPI~ikfg_WSzIho7-MD#mjm^akHA6
zEzA@4?A@E{AO8EDX4}}VOBLEo-+=vRFjQh(P435Ou0rWnHgMk;1+Z=MulL2i_)7L4}N~HDmv!8xx9CW7sho0A
z#XW&5uoqEHYpq$F(t@=790l3#_Cfg4CL!XT&jO`Gu>)@Xm)z#s8a=SE+tzN4^(ij-
zr*;uNTTPu!^9$B`|gLKS0ZBhUP893^!a07wh7IxTf_@sC@@QDjN90@
z6=%8Gps@+nV-;HT+SLA3D4qGbd^tS_Mso#Uf@!pn-idW%EQGU~uwMA;2>K8+s-i5`
zR4K2&Hbo#;HlD0shLNS!zNB9@OW7;tK3P{lCpR`*H!rG_AZ8WMxaTzI_F+ay`FZn*-7%m|q5@3&&4F5*q#}
zi*-!pGN#|E**Z&Bt?l~foTukn>&1vOtxD%*&wd{^z+b@wn|~nz#-nhpK&UpJ-?arx
zhkW@!tneZLca!mjz3aL92li}@gAYI7~_qf+jfZ6M+b!Mqu|Fy
zYmhAwqE*Wjr`W?ruqzyyl0Il=aln3WgR>o03%4W;3{G6a0YjMeaCt`0EG~6RDM?CA
z9k=ebFw+yJ9R=9#Xn~aG9vL@{3fB^t=|&`3^2ar5(=FZAHVOn;BO&spAQWWzGVIGA
z<>p>ClFks`!uU9p2)0tN#A3IO_+D6gP+u-yZZ1ab2_sX*aLw(LdD+KwD*V)h7mhG$
z5Qe-+B-f$uZ)S0c*dTWfzM=36slkdUfhp-k;Q%7^v*4vcGqG8IK3DfmEKacEy(vxJ
zehpWvf&tE}565s$2FU3JX^4G!!deAHA->%BiuTWi2_@f8h}lt^U){`>IYD_Q#>a~x
zzO+zipD$J!%@KU2L0`=O)I;}rc<1Y{EmYI5z1LGPq11)qH;6Yc{GE^z$1cpV7Cb&q
zI|RUggW(`9szNb$4FMU!VH0jtV&occfCRiUa$YvZ{RkNI{BONq0F44aI!F^`}OoG7z3)NFWy=$
zVwQno=ig2k6!Yi6s56_t*ab7r(xXRROsIDDFj!M)ZE>#8j}|R*F?}zj=Qi%|+oO23
zLhmb%*6rV)m64gZ9oSs;QiJStV{(04ektFLhSfY~l&+jN5Izb7kf+VLbuP*@I^dL#
zPuf8+bd_puq~nx3Pr
zGLLS3ceDDJ=a2E8-t$*nj9j{G*`CUi*UxyqGPSfcAy5p_)YRO#d2=ko7CrWRyeMz`
zUE{cJb^65<%Pac!>UBY*!maFNmh!}H(k=XOC6^Mf3lq}YfB3`Tw-?9l2~SEI35T~}
z$BxOAg!_%6O_c+F|H9V75Wfuj08NT7b5m18Ppe<#$8xxyIQuH(o1?K4<@#YxfENLAR3NT_Em=+&t`$)r7=M7a0a
zQM!fAip#YCs~pqcgqs$p{tk~oLV|cCo#QIowQDxf$#m(`An4LTYHIDq9qEEqZhMKP
zH#T?dv8NqB>mL%*_2}vCF_mv`O(Z~A&*+?Dq66-fC~~f(5iw)dtW46V>)&QKNZ`(k
z7cY*~aaQtNKW|>w$*oQHTI*jcY}v9!L2tuAIANP5>)VF#nJ$L;`}>y+i_`|_T{|)_^};kOxJGSoVtAZ0KPM3z$+VR6&MW(w}Y#2{G#hrD&g$x4Dgel71x6o
z?6YrQXNbrm_s8xv&VyA|cNP7C++C!6bll2L^msOqP7j?)P3-~9!Qc8mG`9xL3vKOa
z(t?_r+MVL!K7;nls^qAS8ucys(fgB9lX0J}TH0;E0G-&a+2>d>JBD+Id0VM^Bg
znL2#o!iC`5t}OTKwBn-mcip~y`~GBIsh_(|#*Tg*an}!29Ljul^1OYcM3H?2pOANd
zKRc2%ez&Now@OYlm8!y6TM1kX-+%iSM0{&GpWb%#l+u{rj>{5$mE(K3^!i4>gsQsI
zn_JcOLb9-D%I89Fr^^$#XV0#4=SCmh`n$E5_LjA^b-dqNtT_3T$y4^Gwz%LFz4OQs
zMb^GOJzqb`nq;=y&#(Q_l-aXpjm7dlE$lDjMRH7_FnuP^Bg)4PV@90WwHr4+h>fs!
z20M%DJA?{>Unw#j|l
zw)YU85<3}7m-RFH_U2~aJCC*B@XX(rmuF=zVv4gvg85zmrnJO5dx^0u(A0bQT$5O0;~g`6A8Qp(klM~~V=!ieL8r-Yreb1)7w9-cJFLDun^UZM_^}4Wr-bcKWr-S0qmpVT+uYu+sFHK{*|TuhJGgmV
z+H!;84DPhUn>TOlTwJ%zk=3K9?48WHj8{9)?2>77K)(A7ydiA<@wFQ&
zm4E749N8f3=FN#Be1D&CvX%QImJ4IgJCJS{$$#*sfZltIe-fbznO?+aXgBq<7%~3%
z`E&89M%}fAzT81vef`LmGtCkX-dmy3dH#o6UD`=WUcYgp@cO0-+>KAtjWOxdr_bh^
zvMEs-_A;AvhbCHPgwIg>=KF*%5}3H`@ZZ0Gh1>e(`pi>@;j!fj)A66)-woIoe`q>4{YYeFnCY-s
z@X<5a+$lrnpHSOB!x)ECVUx`4TZf5Hwzo8CfQ1(z!+KCyc!2mq-|ryBXFRuDEcGDP
zp5|x<<0&*_RG)CO1c&~;;6m^@n9UNlK}39@^>C)LBjB@*S*7$Xwo{w;-ZOD=)8N|S
zWsO2YLezTfnW5HW!JQj#=ad0(dyE{0vas3C9RdGMIN
z=b?kM{#$tdhHJSD-GT*#znRgd*n%tRZ>#f#!9XM#vMe8}xoCDd*K_6i7k|nPU
zP7P^Y8t?C#@S!M!_&S`^lbHB#EA{uQP&(|48pN$QhWXOWB}&2Vpb$1^2>7!TyQTY&pE$ASf`*R2NLAQT2RJ!7J$U~7Al0=ou*KZM
z;(jk<7TV1Pg~b2~0|4!79v=9Q+RlhHsmd<1&%ZZObx<&L19Tnb89d0#3;p*rWo4W6
z?>C2HQlpuYFGPwyWBT*}oUNuIc{l}m&j4dj%JBkjWdes!ENbP#^!f7jD|GPH
z2M-_a@$=Mim>2%|Q*KgKk(NLZe4FO;Gt|VN26Zd5^d@Zoe)*YkWp@+AfSA
z;HhtPb1U)~F?U>y|}W{Bu@h?kcaYZr#Hhxoul2e~n`rA)WhX$K@W?4ZWp1c(61fD-%NG
zj;jhy^XG4e_Sn;1QE?9+`V<{$*>2r(s9hWz6t-!f^p;6j!5t=$GfHZm(t!b*F#^*g
zsbEA`?!x8EzGMtyo-bi3>&X+jr%#^>sP{SVWVh9;SFc&O&K@GpZE_>jpI>mW9Mqf4
zsh6FzUcFML_O@@V+4d^K+u-u$%Xk<#O59=1$iP1P7QK9FYHsceJ6-wZi>i)JA2cfW
zQR~>PTi4m!+Z#ZzrJ55a-?OI=vfCB>BEavK4D*gHim_wC%8p@|kuPYSGilIK7xwI2Y&)eKm
zDlRTg7BrhK7wFsNC<8At(S72u1YZxl9L-ZklQ&jd`&_s}BfUv}1?W2y@b60Jqf7ru
z3Pe}Oa!cMZHX8fLR56f;3Yx3Bu!3~@8Ha?$>r)OrHjtb2e#^24j~->BcM%K0o!;E&
zz45vV$sMR8rsHpJrP;_Y$A!XZ$`r|Uomr=}rZ`!#exs8thPmzNiP5jumT6nbn!<7qo}*(UuU~b@
z5E+m@erhcJ?oZ_GJbU)+GoNM5uWkcKqkBkQH~++>T{F~-*nBF=lG0bNe9HBR$g`fj
z>f-*wKAPLgr)r@!}nTr|NeetY(Gu2A)ci~s5X^Q7<{j+DzWai`q1bb4zZ`iWMWX25HomIc?R@Bqv17~jYs2`EY+c#dh
z@;{0@SF*gQS(svT?4JWxoo;9-fv?{lLgyWRJ$j03Sn>PRCEa}`7c4njTFyp##{%1x
zEBzikcp&2^3F=ybiXgwRa7CM5i2aXb4%3PrDIkk`gvGJ=lTdlV&8Jo%An%}(qw(dV
z|ESNu-<_PaP0Gs3iY1-h4I4f@%**Tc>(?*sKK=Ow0qnVsN}Wqno0rE(tt3wL3Q9^V
zFr!4$ppPoK8;e!Y5(#rfs+_!37BOMD5h?>K1z0{1W7x
z1vEbAM2?jtLK`nwAP>7OMPaoa7nE-=#Dm(j$tNX6z4L$tBO>T%Wkb1lS5fK04X}Kd
zZuFRHynCNMGM=8EutJpF7wT?$G>qW;+Nn`RSH86A5wk1wUlGGuQbM<&%@C8tO>#!N2d{hz5DHjGU^
zcTR&g8rxf=!4##WV4z6>2PX2!5n=nE+>QR&0F@j&Zj)mkk1vOAtS_{yEa}dlzeRY}
zRAVzoAJWk%->~^six=;O6TNfi&Q8Aws;%~vWdJjBHs%l0xcy?a+A3evLcZoBL|6r|
z0=f54{;)jNo`9HqE5SeXxz&!gb<00JtEi}mVV~jm#a?Auu2q^Rpd#J_FZ8xIjrHsh
zN(Hd1T#tsbbl0w3MeIf@f$OEm&T>7K$=f4?+wa)1W5dRcEBv=kKAEm@(#4?RlYzE&
zZ%a$dIa5MXUJ=ZS^xEwS4GqA-Rx=2Fl^qrESOy$k{fi**bP5_P+Cc^G;)WN?PTSFY
zyLGlfK~vL+ru^&vN=XuBj3{KIyR$xC|92960=PObIC$l(P(VHlPUN`nj|%4#Mkrj#
zG965pW%CVv4j=BzWs^)#zDegG^TC6_-~z)myMlM`27ojTIakMyA3t*O%iKpTbb>dy
zx%u&^3)SrD($N<0Y&Q#&7)?4eN|qQyuwk2(3>o)6Lc7IT8yZF^O|V>NIhxDq`*r7d|i$SzxS@I3bXxP{fu_83x)<-FBpu{Yp#O@ozrE&WKxD5TXDXP
z-~OO~MzwqRgi&M0m=M6q-oKYTHQ{m!jTti8oM~Y>bd&jAc#@WSV*cMTq&y!ls56J0
zU0gz0rq=$><62CJR5%n3{x9qDyey_!`dn33l0GD(6mJ-zyk|OzU0y*U5d3w)(qevre+d5BqdlGXF4&>JN$lv
zS%Odr74Qjujb?{gfZ;$xm?&5HzZTZ{HZkiG={mRQj=7CZ2z^Z%UU@dcq)>8Ef?`5b
z@CH15F^aZ7w0iQ7ztu};bl@%$k@dFKsiEw~4vqhmRab}d@1_0;>9603a7IjCfqw7X
zgpAt8`g-Y8Ha}?j`5O+jHMtKLJLj05JZA!X6l>@*j7N6@IRy1X^E5s&F%zwwYIoVv
zJ^GAk(Wj=lK#1HVO7vcjfO22i>ZuRO8K)$q@Se5pJr4w1MYE-wkw!f}8
zZBVL{Ymxd)McaMfeenj@zq=ibifM|KRp0aH&s(#+I!g5`x-!We*A1?&cVUhfwN3JB
z)-oQnU&%$m)LDUgQ=4D>B8{QiE{fyYnV6W={Q8wmM|-Tx+ew1Ipu1(?c#V}3apiQz
zl(VmAc~>CxC(PDYDUWlI#Wp%0S%mh9H16?xs;N83)4%G^wRp3+MbUY;_h;H`5+UUm
zAk!thgAS&dCEO#kifF5^ub-V%B7SE#Y4gUp6DLmGppr9b$xg=~1Btw_Qb9!-lnVfc
zr$MhcLA;nJ>s|VlskbzK@LOTOcEQ7S3Rfx6YM1pGG^7g
z?s!YWrXerP03tq>y%dO$-UtimWs1RyQIr+`4
z^YdHZZ2D@@5$K)`X`{5=z@S@k&O!@i;D2P}!5M11GcpV)+wSYU0&%y`aV@>&sjInr
zIfP7hcJ{Y{v!hLIDJb)ci?iu`m!|0o>J+NL-ngZil2TP%FQn!0u}qoiN@~&}o;&IegElV5iav
zAF-$M<;r3w{P>y-deDx9JBp&-l<}jSVXo;{iDN0~L0TgV%9}prWYS`o!Zz;ebF_Qj
z6$NO!PmI>EU0ZWf%H>qz_sj2#BwI+V5<979qtORB?T%OP(mDR^q}g$1CXTWaD5XVE
z1bs-DtH*D13E;UW$t%=FPjQ(Q^sr*|xN$vDw>!#&0Ph9W$2|n7<(HJ?kWGtTA5tE-
zr#AfYhx_|fBWBeicS^eTr_rdWw9d1Z#e>vIgNF^1#mu(}(d9)BQR#~pcVTt5EmRvi
zG%G7h&R$B9f{+SGpZ0G-9ArV^VrZQ@th
z5zRqYW2lW}h7KLdJ8CB*lX^wQ+$Em=YY63#9Z57WG&JS#sc@I+F8iVrCqLh6)X}_A
zmBL))Wx_Jc)JJlU17Nc^sGK#4ZAJd8kvGGl#^2v+YAanE`F{Q6xLT7ue##Q~31KT`
z-irwPBe3pX%k&-K({3umABbqZ^l*dQw8Y?@6~JMnL36WFuqQv$L->ZC&4yx|5HSYG@w%
z6QRrLY6R}v=d){ih<(wd(?jp-*6eP-7qBNVi`+>k}y%KH7_4a362eP}42
z;yQ^El+W~{8WU;~%1W6mN
z50WRT+Ndv^;5UUj-yBL=cJoZ}beqvW$N;ml
zv;DVuX3Q;rvbc5FR=OT$+7JM#iza3hvznRRG%y=BPz16hYqrxI<44r!SVX@qQ<5z
zSGQK%h;T{Q)v-i7Um`#3+Pa!U19f!|6V**fI)Dv>1p7YzxSfW
ziwk)cGnX$v85oEUw-_i8RF|ORP_PG5#>3^$b|4qL+_!Yh(5X|ilzbZ{W{f!;Za!kA
zS#f&1X5JvUF6fi0hQ|KDK)@zTWrDlN$%&@5*uW}SBix7R`NkmOEntp}b+-{SEu{zU
zF*YKkorOU!X%620qSh^Dv5SlJF7>K`jd{7bvGh>5ybA}9v}k{__})F=*Kgi@AqvNm
zd!G?rDAoe0nv6w+$0o|(qw$AOG>8R?^70owKECpy(3H2Bt=&_8uzN{yF-o(MqHh>~
z?OG&MJFMIR$|Ep*)TjSOj@(Bx97V9tiOF8GxF0Y#({KUQqS#~gm*66qO%hJj%h
zbIsMKq313`Lw0RN<13fyTJE;;%&av}uXdcA;XOnmpF=yGMi%r=Uf}nB{rb%u)~k^8
z7#R4xuFdg{Tna1j`rrFvK6uUpEET+wyHxJHb8Z|`>V{GAR
zY1$(_VU*Qv(rtflKi*5XZRwFYCdhRK;Z7)u<2WMb>5cBlkGF(qZuO{O^AT~pts-|z
z3yaejqOoDuWKp{?)n+0PLheAB{!UYkF3i#ldP#^k7{dVno2Dzgt6__|e
z5qo&dV(*1h(4ohl9M-O#sq6Aq4eq%33MJt~h?gI4Z_PGVXN`QCHVyFtx=kluUgoAM=+-dTM;m6*5}N5rW-m9uQMiUwmkK}wAAq;DA2Y-K;Ayif@eG6o;!;t^Q*f@FF`?hIQ+*4iR17F4OxET=8
zL3C3@V}y_twIzNxvCX5VOp=Z3`y(PO&VBb!8Clf2^woq+B@xUik@Nrjm$QY8*xyW-GtKXeP@-j|KD;5;@46rZy
zP4p4p&ai%1TzrTwP9>-zXy6VO3;kr8M|dZqG76$kH=h^lP@m{{y{7Hcv~}i9+Bn%e^0~JvMA0sfauhFVit2pWR
zbu`o88zq<@IDdYOJ>Z~1yUhiO
zdd0X@$jQUu#-^m?=`?@<&T=kUY9l+mS0{LDaWfI9Fl}aR6dgAFFP^mriHjoa-8u@>
zPvZqc(lC0j@)j=nNa2Lf3i?whzL?b8jY7qcsV>n@
z;~Ck{GE7nGo|KqqtypYnAh*n^W#OHXm3#tAU1M!sciy@7d5E(EAaIJYqNcgMw;xeZ
zRNNmI_n)iE^y>8buA0ddcZCS4>0BIxa-D8`uTL01OGtT`-EG~vb$pl2<=Jv0#*7(q
z`moobcMsCtYj?jnx_|!^*4^miT98jPUkk+fHW5W|VEjw>S^}&YWqikWQdq`D)0!1t
zrt>)gF>t*lrLO~x2T2)PSXj`GiL>0&qTAUob8+whZymi5YQFvj9D^_9BTnpnop9pt
z&$7GHsJCKy#^F?q;;adD!K}uR(^YjJ^+I61jNoSC*!1WNX*U&0@eHx3kScl&GPiGU
znSR($;^Nwh&`C^NK$>Rj%QHUDqT4hP=3yhqfHM&&XEdpl(aJdDLr?hy&;jCN05^<`
z)#aS&$_vGhnDANLe4~ta3{@IU6~55bRYNr2X#YGYDLE`GJ-4J7MaM^nB_y72ykcZ!
z#r}x3MwHEG=rAD(Q9+}-Pkh)x`vZrchRrg=ayTlrcfss5tsRqfw6s9rLplC?qV5*t
z=ZCQ@i%CTv64a3evj*)C0|oH;ML$K}Lizl;nOpC|PE-PClU
zrCw%NS(zh{5!i0|>J{U1D<20uj
zNRpU10-dZ{NO@_KH5mpLBZjn72(>KU&*neBobg2&%Rp!Pl0q~=l7VVw^^UEizuVDQmdaR=ytQDjUzc^$vjk-)P*zEbmO89$;MUR!_}WLb-?B>
zHAcHHxd!BjGf6E6`kDtz6+@`wE%#@G{J2jA&7YOtHmz}Xo=fd=kkyV?8kq~U4X8-0
z4}u`%R$lm3@#Dul#3K&&-;RFM`1bvK0{LOi_t5!YtE=au{}6&D#B1#qEm_jD;Onac
zFlB$b^l!O^yhf}xW-`k0cwT;)!Cr&X7^vk|tr}Ic#OPk>6RXH;+}>U2zXlk(UF$nw
zg+%)1bJ{vO{!7OM@W3Y7U;)m6}YZ;=hR#m60a#U)!k;PD~t~80|%atzC{Q
zJCRf#4>0ZbSUqAEOrAn^#%a@GVqboq79aKj_fxM{IL1$1siUxVF
z6qJ4P?!9{XQjn@@Y4uXcdC%OCt=%>>
zC%a=}1`Fr$U$4o)%%#OppO3niLVpZGR48$HV2dK-iKA!*?-lk(jRKnp;E=Gn@{ke(
zN_aaBDOg6T$^CLx}TukVHY2mWP6Tk=AKU6jn~bYl3e4BYvd4*R#uWXDlH
zXsp?Au!5qzLEiZIPB8j&PE0z|P(Z@ppkg&Rw~g=6A;3T#LU#sZ`Ton7j^IxESM_Ootup@pQl`W5Br{}PXP1Y$x%a@a7aSh;=%O%I;>3v)
zw99DluM7K7>fJHr*YT3S=gdb4LO?-5p$r@P(#vam^2AT2q=XVkOrCZ#4+sVj^g;7<
zk5Ewi@nO$NJ6aUzC&=)zP_p~fWtW_T*!%Y*^j)3m@+xS~8>LT8qlcZ(1c=OHwF8#ZeE_%@Q2O
zA4F==XU_((j=qeNXvUm5_h>&+Ju4=>r~0E@A8hb(=r}(kNhmup8RU2`FGV_I_`WWs
zZ&&}H7GUq*#OR+J(FcjYO(Q$EpY;uw}Y&bmy&4*%C(|yqZWARt6xmh1|n;^P>
z&@X~K47wSVLDZBdS>@2Us#>-^-FaWG|N03#9kcFI9ETl09t;aoeB%qvliZp+;j8QQ
zm`{JX>ayx@${&dw*PvH2wDNp>eBOWm{-kLgZ1HpBj!j!O!B?VRyYuvESJ5nh!&A^`
z1UnYJ^{jZ>k4aC}L4%~Y8B>|iTCAA9KDyCm$eMZc=TC>JgjL_Xd2`wK@4+0arPnq{
zGC3_cTsOD-@ZzGiec(Wk?W8l&F!gWYxEW#`ju}1c0(L}U{6;lRQv*7o^rSCby5w`^iVh#8
z2B@2EsrKH@{(M!nQhI+nioS4;B(4qC$Y*vyvgS)JXOvZGXWl_BW~H-N6O9tcy4AB{
zTN)6+j9PlFJMfieFSLk1Ii8|V2v-S?UBR4x=UZ&?(%|a4UCMfi;i%&=w(n6-eI;!8hw_LFIT;F@cl``eU?myy5ykb(*cAa&_T_E|V
zQj`(a{W*}udTMPLi9!(4l!jOy62-8n4(ntHukZ-X8`aE8*9
z+EnE_tpmRw1SZMXdy8STVvHSGyf11!TL~5h{vhNq!fzstW
z$$^h$$18W-r%7XrYePTKfB(xJER~~M<&+iOJlCMDMH6DDJ?u1@Rs1}=PUOy)
zUwt8cHa%UXW5zA6U^xBLgKvt^vMr?
zrktdc1Mealy{qn#@g`9&Iw~lFYo#t)=k~fx%^3M%ptrh8H+^IrA=GOHm_zRn{V1jt=d#$O?&fx(G;xt`x_22??R=VcvV})ZV6E
zW7$^Flk|Q;`Xo;mB2b3$C8?UiH9|E)SO@b+yU+aChN?{TpMwV4&`{tDkJZsxCF4{i
zJ<5XS_8@X3X^y0y99=47K5_$8Y%ipzh8U~xf2Io-)Sh(i+u-H7ZQFQeAYa(+=93do
zpv^fjbQsTm?zk0gG}D8Ibg&RcI5`P6l%$xSXfaZIN&t-|(RLTn2b2K}%IP(Nj{gg<
z6lsH}^#QhtHa66+LIKOec5qM=OnAqhLqt3i^F;NRU!|_>448=3Nl7?8IqRBC#(;)?
zeQHZ!_b$RkiXbQy*(g9H%}2IZQcwV5{QO$dO+;2BBdK+sqnBJUrd)Y$yi4K~QL(16
zak_`c1VLn9Um60Rb7^axeG$!Ufj?nuF18dmj5bW0mCD6gc>7bu=+>~D(ozLPJw{wi
zJ13_gG3_*Z#pzS0B!IjYJ>@^tTP&aW{PF_1*7g4`lEfev5aLfT%-ZI
z%7Eo*6bly-z#40
zcl7#PQBlq`!!^_v$NiVRb^q=1E74;iIm4c!C+zVj$CcqnkBTsX6jwt1v3Y`d=G(XZ
zX*2CIiZ(=*1GNlOw*SC^-JC?Wc|KR#eMk91lj~#vJrM`=wJSPWRnt(aNTz#HZCLdm
zsLg9g$!?W5C1n_RHTR<6U9D>O6B&i=!P1K^qZ97yMuN~nJ|7(TosgzdRY)vvGnz?79yf%qc$
z5EWKszA9bmUI?5;9PrdNuoT;==I%*9e|=A0H6i!3a=4o5b=F|?R#V{z*vcpT-uuv+Ym^|Ehpt*9K;@}s*>grAtMoc$u9LGX!
zAw2z3S;;J>;-`uVM#--
zdEo1>&3#VnEI@`!F*DfJ>c8QPvuk)!6*U|h+~%AZiB=byaxX4j@VlmTSRcH2afB76
zYv}$l_;Y85-kaC20|OP-PMUvWS>G4+tSJ~qe}RWFE$^hkS^TnKBKodfx9(EQcBp01
zkP+-56u)3a8S{pb{P+Dy#X>bs9Y0)MJv2(kd6uy;nMf^SRsv~%Ga5ov9f}Vf#*q(C
zgR3kpC*|hm&KMHT{=`o5MdvH)Mo>`h39MvzFq-_o5Dix)gZ_eDKv5nP`vUE^XhV=X
z106?r)jIomtGE5IdY6)TqR!>s*MoUB7Pma1aRs~1wB`(^#{{5S06Wej6kHi5EBo=8
zSPLse89rFBeQOABLemUkvO2bk){k(mD=a98rXo$fcrjW~F@!!Oe6t1L$)h|CC_c&N
z)H&z}pEFS;7%~_<==n9K69*<*4%+PM8qFihCq@p}(mI%&oGkb;weW{)5F&khE4~^!
zfXJ6`lJX8eba;*~>sRB~x;uZTRe86m5qZU{2j~U$pX6>Rs890|50Q!kyDGURPLn?O
zz6P7m!sFx6;tw-3cSD(iy7nMiRnQpK&F0JVr%yvD+2&CV#zAtM!f*<9?Zl*QMu;ln
z=-fPGf@ByUEijPaZOjx>^1N;1TDZ+6&HdtiJ~knajYArQSeeCV!p;uwVIwZ1;H^;i
zIK3`9wVo^##)TXFrsDCkA>l$LjtB||R}Q)%4gXk50yB4aJ*Z1D>_GX7EyN{-=rpQ&
z4u24cXHR9^hk+S~;^k5j+g_BGngR;MufVU%w4$jF9MmQmS5w`tb-Axkpkpr0hepBZ
z^Y)p3dPtLoS?GCWq!_A)Fyz`K-<~XnK;}e^>D=CPRRP+C2zMt()B#Ld
zhc6v-mcuztTl+t7e~(UnPAwS>Z?KyAC_SZ_qxuNGl6I9)>D&Xy1zE(q9!tG8;r
zW~Aw#U;>aQJB0!{j)7r%Zzkyx}61=R?i=`{I-ffEvT#3tQj_Oycf`tIiVDjz^6V2l6oizAPW^WCJq?0
zfu;+cZnmBb5c6iVQcRhzqMw%5b82fW>D}pV`Vswdcmh(YKtXs%HfO(Uoe=NgnBH-G
zi>PGj=G!8gm@#jj3FQLJkL$NmjUbirJ>aFkU6(jTna>dabN9DN)#m@CjrU>HyU~%n
zcJrptX#kgm&I?I@=`9MybFMcO1`Oy%*VyURmEdK{leg!_U$UMCFLq$6kok>g%UcCS3&5wSD{Ysk*k4n3T}Ky19?i
z4Wv%sZ`vNPeS;96V@@TcjSzeP6jTe_ncuwk*kN3s^$Sc*caqlbK7PEf!T$CMmeI??
z+7NSm;^yOgNq2&SC!inX$E6K<{u=`sAh6|s&+V*%Km{ScNVaq*lz(=y(DMEBJ)@IN
z;O@pl?{lcC1~mQteKE{zM;B4j6WkvK9u)J1%a$$s2@`}YD2rUVfomeFYY>{qJDxu%
zL4a{UZnCmF
zL74Ry^x=JokhXACpVO`}jo9bq*{B_8`NnE!*hLFVhsgh_vBXfOg!-#|SO{==ZgH1)
z+w0}PdlV`~b(9UWDOSI|y>;{MyAI}?!s%Y$uxZWl?`~ah|B*JKEOJFk6k`*U6&PUZ
zZ77qV*SZhI_tlV)vOLj6J9kL@uzWwMWXAXDpL8uD*e~
zdN&}#Zcr$eYcEc@e5&6}(J8b4kFLY_oJKKCX-6B0$;i7rZC9{9X)T5oOy#a|cMW8O
zoYGs58ne5y@;-s9z+P)!r2YpN!GFXEf1eMB4;+vZk~&5Sm{A**TnWeLj{<<9s!kH6
z>Dx4UXkh#RM8&;86WQt+E#M6)9p;{fYHqYD`}AQb;zQsWQjkRLj81;LhezWIkoo3K
zKW-S)Sa+Bv=(zQs`#4hVsS!U?rj$;0hpYilD*4c*UQvW>`A)6
zm@HTr0!a3FS@ZD1sL04WgbTPXevmMhjR?=t$xu1*!oxUsuhjLd8G?qUa2rjFz`&;QCRCqjgr$U9W2c0=WtlSP(V
z_6ag=GNQ;H8{ebxulljc9A`ZD#v{!XLSk556@8ChV71*8UgYC@KbB?e&_@YTt~zYw
z$fIbt^ncFn6R=b~~)cRMltJ-B8%
zr5N%f*M=&KWF~ru4dS`nY=rg^b2tELTYGyS!k=`!&W-qaquR7G=LR42`fl1Vxmo?g
zyK7%er%`l7?*7kUUQ0^8LSm~s+~FOr4|m7(=52U**!yhdOy$8%7wu3MNZ5qPQA;#2
z&rpMls4c)r~C}id2
z{2(w$IWKmJrUxqGoS-M$msecZ`>lamt1prpe;*&|ormiULEEBP)1}=%u2nRQP-J})
z7UK}EYY+(EJYza6vhEA7^+f|tlv4)n7jzxHD6(J{;Ix4LYO?jk)0T0WCFiQOHsuWP
zX|vdWoo13yv2ok>VN5t^%$Tn5)V|iEOqc|UyeniB%sg2vtddSF8H#BoHwZa_5ml9#
zu_8^Otc8&k>Q7F+Oq`u
zVB~Ijp6JEj_3kYqryI@OPKbZpW3;Gz@b8e(3t1Sx
zul-KSB%!k}zP$0%EEr(shB~9_S=lb1A{R{|bVj1a0=57C6Vn-@QNai)r|>vYlM1OZi5v1h)3ij?PJD?2~1xk_7eu{$db_d>6Nl##K=zV$2aW$Q=eTAVnoO=lPW0Zv9M{FCVP0|JQrMjAvz`?FYD)m6!X#
zf?U{=N;`mNl4jZ$f-E2_Xn;X~$Uk2q9%vE@9FT@VR{0r@bP_Mw;~qQ;0$O4`S-(`dNmui!>>Cz^a+
zT(sDIk=tY^-_Q;~m^*C6y#QAQ%8|h;hvB00CGI*n6QKXqn0Fi&*Kkyy7_ekuNJusw
zbpZ%;CF5=G9h>0R3DW^Xy62)l1$}sFp?pzGecAjyHg6PGJ2==97R0fJo?dvGSmZ;^
zDbub0(!mF-^L$Mn*$iIUHllUU(GVW!|5_bldV#$8Wu0!nJC7%PdwpF~G#w8{ntOXM
z(?1*$QS{|j%-sQ@VB<`}ILF#7p%;1!_ofcepTgB~v3v5^Z!cjH+sMwx&orzuR8ktiLeqal@|icSr0L`%F<#=&;MK
zgX9$XO?}NC=AN@(btGcr(v5M28xy{+c07}l8ou(#(6r>spVoLD*}HbX!>8R+W7OiW
z`J@I8e;`rc(pr|D;xo|W@|@7TiW|)_t_ml%RjmB6`d0PX6J~v9*kEHcVR*NLe+(0T
zp7}Uv;fc0ym-0F>s_fQSLkGneGcCecTI9Hud)MIdPS>Ib^CU?N|6b9Mi|amY*s$&d
zXS0#P$nHAap5g#hrb=#3YT7sQ&&PyZL6ba8w!t|zmntQ7r(5MbkdXF@lkgS
zC5Zlc@b(2bCe)VN
zhwhK>~X
zH6pf9*TBH;A}@MEWAw9EOnBF+CA?Pk4G=R
zeGIFND1z}t=T|!Yx7SQ@baWK3OjKf}7p1MNN=9B;5>p@sJ5E`)H+$KGn@3M{vBel-
z4o{V{noIM|b>l|IpB~31dnqx&N%i~i!Gki~XoZoryN8F=SnMglI@YNU9Z{i>i{g84
zf}i?AkxB@^wc<~2Ig8`cO@x+6bSsbqgJHhNyTTWg2wPiIbLZj1FaDNiHf`8&iUfpM
zsuoW%S~YR4twc+Sv~eLD2Y?#z?3jw;!!oIN_(NZ=5-58mImO-6vz(|%W?X#k%3a4H
zLNWy-#qHdSa>@*>W|Oj-!cWWPtqQU^BFxPB^D+1Ih31M+smE=${KJRc4;{>w&yOjH
z@7+1#iqRX--*95zP&opA>2A#1vPFkq`x)R07oLigo{;JC$59{VDDufF34E{?h;9bf
z3Yub+_QG|1R|lLv#gF|G+qO1ovLOs>@B~f2_qC?*Q^HGqWB*{*AY)HYo-BbDJr9
zMHjlZt}bz*^Yq_AojY|Bp_9aRRDpLuEbp+9!T_>YDvqM!(m}}P$1_5iE0}g
zhf?-ldXa2-^yWclZOtXAsRiGs?09-r=J-4@aB3t=wPAI3x0vi^${z`FIQUX3q3cQs
z38nEfji;DH*dUd*u=l^eLPYpWFXlkyb0UQa3qx3zNyw6u=8fuzqyr)qZNBy)W^2p8
zew~fr48g-$5(ylDrsMNr7^_^zq3;MyA~6zj^!|UnkNI_XYwkJgPsF1=MB
za44jz$`LN137@Vn_?*BdiIxT}fF4Rpk0`h1fgqvJ6@s&q9M2XSbd;4ftxk)IQi4ET
zOOskSJ>ZZ5A76keiEz_`bPTw9_3F#>{@g*Z#XuRjIQMAb>u|t?n$AZ6^
z-}0lSB~VUOunR)yFOXpr5S5^fAL7QHO|D3((uaq@L&^y2Po;F>nK66zU5=MtGjE{Nz1z$Ed$n?Xb
zjidIiX`i?9>^XDHhtBRz5J@Up?2^A>@X+7?&AhRNwvw!>=+ZE-;y9_cq2WGflpFKo
zT6tHL3#DuxP|^fE4I4GeIH?E)^&O!Vs;d)o+&pDAsdii%^k+yoPN|(Jg=XN^s??2k
z%@dxf0M9#LwvS@2De?OzS64~Lq4SigCa%$nGRbgZNP+X&m0*sV%2rFsb<399Yn!)v
zA3~}on4T^&(n#^DD!TXYKhM;(I~B&A`}d7ME!Mhx>Nc*p5O9xp#spCjI)jw7J253A
zL90o!iNMBy?rLg$VhC?X1Sfu}124gqJX^W~n7#B{pU*PxbnzMMCWxX52Q
z>D_vSYE=8i>{)hW6~r_Vm4p!GAR6`Uz9wxkPl#X@$CxS_S#cq$Bk0vgGx<0c016um
zoDkI(W5p6>h&gf`#x1b4^nc-WhO|Q*7XA_4jpRHY?X>7P@bH$UPF8QuN6b5$qgdFSs*7-_WAW;p`w#sfC5q#Cb~Wa_6nk9brj>
zA7@u{M~gerWg58)gJ(rX`$nMh*Isq$2$bi3Vz*d(gSEMqlJLAryL54$sr{5&q&_q@
zA>5Q#XMDEluRk+)EF#D$3(d{%Q8A9+(V{oucnIVa4_!l{3peo+bgQrgPJCCw#cTQVu1#cY
z3FtVfw7<`ofS=%O)@QKupG_qbhWD43kN#nqaU8_rgHUN4#*i?q(ZA&84(T~0d}eS1
zbv3GpjhsR<(ARGVJJ29o%}+zX3WIEHUGhkOiy(5S8Q^U@6KUrR>4{>Z40vR=b;%po
zoPJnU*MVuw(6~cID82d8KJDbCah6QpTMRuQfu-JWpdpw4-n(}vhn{fX4d<$fO5nuy
zx|u@H3*kz+p@!oZ^0Na64;s@BVv0x&o{-5r2K2uS^;>xc5#1P-LmR}-zs3KmiZGS0Mz^H;Pjn5IB<
z!5X3KnC9RR%jGy`eZh8@Fw58TZcTT`zLI6w^Nw$ykF2N{gq4u6R#nS&>Cy}SqC4#r
zx0eSZBZuLpocwv@4Kteqgn7o7o(LSxMl|of3jX;a{$9rFrd|r{5SqzBe7-5xf}HE;2sCI0tXL
zo!3~3aG#UlXA&dNkk$U~MuC)U`#@1{F=S(X+E2dNs3FC!uY9+Tv+*
z=LVyL2_#_kG?LYDDjka@pxWid=cony@XC|x7vV=V1!67`)ppvugpZ+|?24l8R|Je-
zb!pKPi^QOrKoeuU^A|TXIc~HQPOnJX=R7$X_i^?gx}&}}DJct=ZAblbnhTVSoK9o%<1A_w%O%p%BEP5`X+nUn7KvbD5a}
zrOFH(KVFfjChU}`De_PsKDQWq=|vE8OH@58c%JD$3ujNl;+&6ts^lwf^UyS)`J@;)pzSW
zUq3(Y+k7lqo89Rwi<$t91BJCe$M6DTT4;-^WT(Kk|Imx>
z+srFds1SSr@|(I3_r6N5U>}?Lt@-^uDpirJC@==ak$uljS9_FqbB^i+^GoU27nLlz
zU@J*jmKt+@2G#U9WQ7fZJ4b^LD*j~tzoO1Pp6dIL;|G=YD=m7gbyGB=Rg_Xg7bSEk
zt@@E7tg@u3UqH2T!&8;y-}5_j0F(1XDP0Y|KO
z+W3+bia4Z`u+CC06t%S$H3mZqi{pLW#eM4t1cKC0oumF+aY*0Jiil9litMk}n0%b_
zPtPSwu6cK_ht^a*(`)&ukCM2M<>HTrtAe??HF8+qi7;`;eW2rx+ZIlwa)64`{Q`Na
zfGg;b#EyPtMf1rL6jZKYMc#wDXx04_JgRbCu+bhXIErNt=q+8@GnUzeHo#NMqn~?B
z;(XvN0_*ydiLkvZX9w4<7bd)eaK*xlfZ+(Z|o|MC*N*6yE;?L>09FpHNWf=0f(!7
z3`jokvdJZKqkDkBaq0MI;xOl`yiHV9g!3Gdxu4#QB)buEf6-$@I-tCyrnSWVQ+u-(
z1Ld{WFUJHBhNj~u2#{;Jf7U>HYYHlSj@hBe)|BIQtA6LGVw}<*fSGQliz96};xy(#
zw~%@!6W9jot8}ea3^y<}j2z=R=X5s5(VCQyGq>AJ8jQpe3x3!6fb@DcBVfTUIrP%O
zbc(cwz0uG2<9O;V7Pzx;{)jzF$ut`0!o!Gu|B~Lq?%3Jd_D8%W;kUoYTTN<CZB&>X?)Qo+YV8SXi_M4*-^}?4d=O^u^xAJ6xk(<3
z-3+j!KV(#@?xI7O7d|iUOQd%%PsbI^H~e7#)cB!qSu5V`SqfuvaUTf&F-ZQE2cRsO
zVh!Q3gO5Y@WgO)7O`GbTCFEq*f6{1qWPSz0fzi4FK|w*OVM7{D
zwH_NCU@TwZwzB)R?~GB594QYhnl6ntXtS&KnL#%mxib0{unQKLzT=-T8uuVAC9#?RzAx?{=^yR5Zm-`z240lB
zs>pSnj85+bkmDRg>f#A8tA|d+fRPDlYWn@iH+fKOZV`ca-2=i(WF=ln1Vt)nGH$o2
zxpn=_c+k`jSgBrrZhm|*TQMWJil;=-AYf>yOcHSbkPOw)QLk|sU*j`l3N)fBd)nGPy*le`M87O;hT
z3)dVPzYv+OqdS~$_ebl1&P7u5?2XO>{1{JOusz=NJ?E<+FY_B+R#p2v4ytRp9(lF$
z@Vu3%l?idDG3S9qYHD`ra5TT5bXRl?
zCONzv6VGg)6dlDaBk~&r{fn>NXm4$;ShKy+mhzNfShsH-q>m?!;eaqTTI{>bQASeU
z+h=+4bf@F4&d2ll%%~?R9-9*&t-h}7UUq1@L0ibNKiiA!X1Pg1>z|&7okGMJ*nitHB?FB2AiSuY*&%2pj~Uf_v-t`(5m0
zA?2bi0PhN;2%JgU%2%itJe_vg(Xq!NU(@1olz}ul>)7JwFKU6=^lI$kOU?iS#&2c{g
zV@uPbH$uIcA-$SyC=(hSSO(oJja6
z)3d&~t9>P2O~hZ7_WTIDpG)@+YA^K6bjcX9=joFtscC8Y2nxxF1l?(8H$Y5a+kQCD
zui+?8slv@@q|K^Ytx410yz{k>sK`0M=Bucd_xQ(o8flDQ9g(*o7&5
z%P6Z7#6nTGH^E1{3<|Ap#7NyJ{i}(Sw!nLVT7`Qz{K-a2+K@Q3x(?ITWl+`#O5-C2
z@0-{0iCC2UoNCzTl(M2?92ZsYo0o26LMqIz`&|ezq17mQykzXyRA!M08%Jt`B3QlBboPk+Bs=SxEXqkELu>?o5@19@LZo2PSz4cqv<(a}!Mv
zoUJ{jMHI+^{!JcnjvcqcKizBgOeCoU57lQhRB1yjfmVa)tAe~rpSA6s!nb8bcBbUqXZY6C`xU3jUY*NFYZegx3}+2BMoEMYXz;RH=Iuz7mcBbz`D;;a$xN9@Ju+Pm
z78VwcvZjjYVJfTP-yprJYAb?G{rPa19h%jb(wPAhIs3(B4HBk1n`~@215aE0^~CsV
z_kX9)m`bQ<*ujNp9S0smRHx&GgLGL~%l|9q`=#W}2ocM#Uw67zx2x@$aZKex-f&Ij
zq=p$rTF%opKlVu?%ZSk1V3`%BV+~RHGwFgb66A}?6_TnYW+A3G64Z2$Yk);JdW0hY}sxw@&Xt&)~l_z>awN?4A?w_1|AV{_NeITK<&Ab(%9=!&;z
z?aU3aeje`Z&iHWg4$NeW-YYf+Prc;j`z#7Ze&YZCVqYG+ixd-ZGXUR@bPp$YnTS4AOJJvzG5T6_
zmXgo9h@BfVSnvH^7&KBR&?b6g%Ok7bU7#g@CJODsD~y*!K|#$dB+EdWKQkigoN+C5
z=n+ytZ5^FbL}&tJja9>w%Gli8oE>%Vjotrt$h?zSj{r6)pNR1dy{bn%x5la9hd{ih
z#h|R;>XaT;S6i}|SKa#iw+z-yqNq3*Tfbt(NG@>J-9C+xkH`BT`NmaG46v8lIxWmv
H;I-#J8-Gys

diff --git a/images/arc_distance_zoom_5x_best.png b/images/arc_distance_zoom_5x_best.png
index 1be8eb3537ca1c1fde3867782552466739fbaab8..a096eae7eb5be6c85bae3ea1d402e02b45d59b6f 100644
GIT binary patch
literal 63796
zcmeFabySt@zBW3+1_LBT0mY<25l~8y5=#SUk-`IcUWW#@!UXVMau@XP7E6@1g->YnubuUmT>x{_%s9wlCKS!Z#
zrW}%&)o^||(0)-zL+Q8J$glw4kyxKKF}r+pxFU^ZW8|r|teUQJ-FqQ?I#aUF{0ZZc
z;3ieRLyST^I-DmsgLRJIVwF{hPEjoCppt#+^KI@;=TOxv)jfUZyME^gBwoM2@50cY
zZ+urI_FRy^x_RYhuD^cN)QvS)9FYI(M}uQWvd>>X$_c_(6#o8$h5stPe|wANVMF@A
zeu7S#Q2YM8E>zf4_k%qiiYj-|u+2_kTX(f9pW?8SsgVvl^$cu3ELq
z{tNy)G&IC>tG_cTJDZjNWcq=m(|H=~DhXPjex3TDqpMrg(sHuFs6sc_SvWmC-FC2L
zuco)0y!=v6GT~3yRJX0q`(U?W!v;FvQmo(?Uw!7KJ|&*={n41Tb=x-ihNu^9DJJEc
znSHBfAMCXZjXgMP*s)i5;Op1rDcJ)CuNAoJBs@-ch6xtTu6O+LskHk39!+){tOd#e
z^#&?BdioRNuU)5ikByCWeAoHTS>HdgV%%FzN5^OS*S9wf4NULfzmHw3WSyOpQ}piL
zk*Hj~tn-}GtW1|1YZNY(vrAnbJN4$0jf113@VWYJ)sG}t&c1(m_ixaVH6%ue^qoKB(*tOA$YFS^dskytm-;=l~
z@F_vhJHlgLx1pPk{se#d_UrQU8gbYRh9g}?=AYs>;C>CyoVk9!{gqKwD8EXpY8W*W
z3(Hm!5k@B`r`o!@AieV!zrANa{8(~BW@cvXhY#0YzU1ET*nb_5RdC_q^J5V=va-Zh
zuU?I-EIoGY*h9%nsnrveq5Hpl{c7Bid&&I6vo(Hxeun1eD>rW3xSCUX6CR9e#H=RD
z?A-$@3fI=HUqWvwC@NArr^$TmZ-}dVebGkegW~X`sO;4AIy*TVlMJ-Y
zdD}Vrr$&2yZrzgeUdw*``B8R}^KGmKZsSb1Zr!3#yw`Ewh>PQ0y=IM(vGLUt(Td&8
zX=gRr?#4FdxrpJDUpaigs-1NDZNsT-TdK>KFAIr@mEYZYjHmti=9NBve%GU;w_>Vl
zBW0KPu}d(oMN!o+gNLZ0^5w*mqt|j(Vx=ZHdIOZ|cn)I`tP66%~7G
zqYn0UAnb=TLgHx&KZy5HX2>ErKT`r<^i?UzcX>o;!j
zNS((+DXXd;9PY>yHm}|MG0A|FayvA1xuBrn8B^0DY@LHQR?E7(OADON^|^hU&ULc=
zqGrHo$xVj7=Cqxs^DcYIURz#NR<`_X&10|d@Qsp^l9iH)V|TX8(vevV4rX*1Y+>r?
z=&1epv1G6{%Wj}ac&x8($?
z9({fNt}kDf?b)-Z?e)cVzb6LCO^#Lx78njRrO>1>vas~tJtkd*^;Gx#7^k^~MNh%P
zoM8U+*Nu#fjJv9broV(4jFhq%9N-Fy^jMfr&d4ZzWn*z;qxL7K-ZFny
zvGbd-@#_jaJVdNp7_kaUlM3cK|w+1l>;{oE$s;`Io;`*@gJl3#KOWtN`8L+3xfjbp59)1X675X+?IX&
zHeha3CtkjMNyhHy&!1hrz1Or7PIlMFs5a$Z+GA{NY&$h#N|JurkGYSOS;W4rlh1W1t^^(y99fA
zbawiJh*c9EikqjuzrWmTOjI{UujH7_+;y9RIc6gxBZ}wjtm|s_{fwohrA@CKdGR*w
z?-vC1GFKNY%uC!@#~IL(=dx8;n7+HaTij`Yb$+UMT~7Y)J$t&bqN=M8lbOtOnN&P|
znqy+PbDfQiO}s$?M}*tN{rI_i!X|X=?Eab7t;N`-uU@^%c9|5w-O{tLc%w3~1_T7G
zq@j^hR$dt&A1`E9&DuO#8LFvr|K7dLyLPQaX|JfR4t8w0l&W0m~`g5W!v>Ge;*+u*mzd6T%oeG
zblLNxkBV>DNDXYFUu-wsgzJ
zqs}v9FZE9u8ATbInr`8cJN^Tbd)uXdJkDUIy5^{b3i
zbj00fv-KY-Z(HBi-fr3%A>(nH?xuWkr0lie$2)m>RVRkg2(RML)YR0$nf!cw8khO^
z?b|1Zt$H1Gk4DfSAB!wKol%}Es1|EGDl+nb)_h;x)}p2+9U)Os=3BnLre9bDPcw?_
z-MdU(UA-GiR!v;{`!9nWdj&kj)r5ou4471olTyGYdJz$k>sU%Wd7)YC5>AK7t)N!&
zHk_tgTGZKTK>j`U{e!6~xv9|5Q1p^*`nXQw9CkSw2EUDBN3|wq#x0{vt3t`+W}a{7
zX>@PRv?kARGSiAX*M07!76&8aHXnH|a*x@r)2Z>f$;rpf+h1j%sV`$-VA!%{i|ml(
z+?>76`D^XbzkdsD1yay#4BAG$wTTT!9heQAS)Q#`r;
zy?d-)tUM9|F$zjb+SB=1k9q6#<&?2z9;D`-#ie%~edt4aMkrmLHCpWpy{tt2=6tu`
zx9{J-IY0N?WNM_FrW{=;yK?lAxE(cKsu0K_RhwiWlk@7(-5pVvetp$!iBnNhQaYD|
zojcIU+kZ?|RrPxYD;pcv=FJpcU0vlPM>Jos+?3bJvEQDakzs0TW@gscSs-I?Z*M!^
zucB>J5FAPO@1%z@Udb%LjJcTK*c
zbd~vUq+0xVI}OSe
zxX&>@-oVe#Z`GQ)#@
z+fdcV5*OD3r?N^q3*A`D&ePaYQL(b9sA$)&U4@CKUZ3fuqO`QMsGL2JH@89Ci+-!(
zuC{~U=dISRT}x9_g^!@h-9Y;?HbC`Uea+ReG+BB1r#ye=x+Os`iw^aBt5QJM#9*uQ
z^v@XmIaEBx0Q#HqDxF7nw%?7#%r-DbIN0!D;d$*((OJ#H!ZJHI*~v8V;gzGMxVZRc
z9v+(e_wSR2oprt)y?ur9wmUrKj-x#ad?(Xa;=Y|nx~>$@i&vJt!y3#i&^lKiHC4n>+z}7iqwl(k}sNDJey$QeEG^d2iTbR#;uV
z8fe<>dDaxS%lw)(Yr4C-Jg;A0s-N$=fzxd)Xh65({d=ufZR(dj1W&!%_T%7#E(crN
z!mgrgWO0Z~NEH0ilZ?}IZ0jWB57bHNa1B6Z*SJYgcWeeW5Y^eUXV08H8?6+`F)}f6
zBPfVeG}~Wak6=|iL6P~MvW89M_^zt=@0U{m3bpn8>ir*tJX%L#6SdNL=}wR(ht#dw
z+T#OlIShNwzF$gVWo0cyQ=(<&yWLvwQW8M^y0`a=(*^GSq%$p9zS=V?Y75@?{;`xV
z3PDV-*5y#`a}OTaxU+L}a|eZ(o;`bT+j>n4z6fbI8j4Q3`HB11@?0lk%nT3Ry9Lye3<^RU80hI=t|ydQ!;=5hE5@3~
zQfPqJt(yHcG&F(-5?n&IAF0)FGE+5GUO2%2!`gBkhvW+fgR-(Rf^9+tPTc|+*jOIO
zS&prna(UbWb7At~*^!X`v-7jl*kZS>=TEm>T}DgCz@Yy9UZpRS^PbR{uySq_kdh$f
z>kl7p>ih9yA^Mk!*b>2Eez!0|gR;UaO9)~rDJv@mj5v3gV!JT!7Nfd3#zrwX^X`0F
z{O@Te7soB^f~Ggu$KT5Nm6c!E=k|X+Ri>aaqkDYfA;!c_xortF2a5!7
zP|T(gI2ny29y7__
zjB8|yIMh8+@bUG%hGL2ZO>6~4GV|z41=K5nl$ZQCEeQ}ujxO?DDA0O#$L`!+`DK#_m#^#kY
zhpuI3i_gydNYWg_`f*QAO)Ultq-SSOIKCjTC+(HfAPq|Wwr$%gw%?~1j`ueJYAMEq
zPMkS&W>@?5X%M4be04%Vo`#-c9HI4
zhY~>WCWHyoiQaGDR^V-#aa!C1Cq&P_--HEI*+TL3^`#vc7`PoA{4_ae;{78D498O3
zy~B@B32Kce9@W>^2ZxfThZ=be9J{!z3)P?`tJ9qp95?>dYi8?~^rBSLD%;7SQ&Ycx
zYwx?!>Hd4o_wV2BP0?VS=V$kkhPbgD-67g#a)=Ph;x}(XCdL6pD<@np|NMNj_`+(+
zrAwD8s;aKZb6o+#if{Y)kul4rGtqt)1rKYay5{3=tp+>p!H+N1DZ#@B6$yv4TeSro
z?j+%G&d%blZf?SWNg@^>SCZDLufGY6?iPvww^U-hF5~)}OC_8J3U@}hl0{)WH#6S%
z@g)Nd4UO&h`t6&*0Uk}Twt0*Mu!FRGX=&+XbdwLyj|Dw=
zK(lr0R@^Bg#qjJ|Z{Tt+At5@nU!rhWSzDjb*Y`uM+X6CzYF`K~LbLl45Mf<{p4cWC
z_f0hsGTu>9QSs-$RE9vAkg1K=-LtqLS4#j)VbGJ)(@W3{N5KjSGe79PRw3{5xb5te
z9aNL`6B83FX=(3Di0udT&F$qA7={B7lM;?fv
z-cYHjtCPFO;v4_b2$e(bleC1y#;uBep3k1`coH3L>JsPADZ>FIUWE0R;_zMVaD;ST
zz3^Cn1Fe970PB8-U1(H3fKlL>Z(3T|Xjue;EnhqS&~kQmCR~@mzlV<=8ChBRNn9Kv
zFe=-5l}-;!zV`|L<~55ytDlsKeaeYn-1RSd3aOgno_UP&n$
zEZEk;;W`#!T%4s>6_?Azz)h4&V`u<<4RI`>!RT1qUABJqJ|1Gn4N9^BIzy_iK9~~E
zR)}m3#ygKbqywT{3Oru~Spp)(YgGNMoBq%WkU1ZH7cnt0Sw7~l)^C`+>mXbNX%k*?
zJn6Jl)P-;Fi_t1N_PxiX({^-pT)lGTilL$5X6MV7X|VGcuU@;hEJcS8Q>veshk;&X
zP@Op!lzMl+
zlLXDrom=(w>sLAGoYzmicH&N-`&A?3C2Uf*63=oKrNYp{f+yX&RSPWqDjg@M!O&D_
zCMJzgz>T6-$9>fQa6vE_8iUHj?#WIM7U}8F3`Hd+^5p)proHa(IZFfLr&8kvJ;n%H
zqFl71KdK)Wc!Lh>UW;JB{01I>J>5xJx}{sBrB8oPI~AIoEL8O2gF2*%myr;)&@X62
zMMdQd4I^#mXD@k8TwA_oJ%%9Jb=uzR6`F69Zkidn-`fu!ob1j~H84T*@9OH>Ox}nU
z%L1U{wPGE|E-3*qG3}{tZ_eweWwbLhGgnc<$u=TVLot+Bu3YC)Il85?0CddY4a?T8
zTUXT9rcWM*P3$}$WD454x;mOU>C0ovto!Vr61_|ooe`8PgsmLy(`aI#SuV}&9iH&X
z$h5}9v~#12Gm1DFGAb&nVMzfsvGZ+oV7)?seKbiyK0bYJ46Cl*V(vx1rhggrFIPhw)cK#aOTbyMd&d@RBtb;O^}
zV*}eb^YfOE&qwOBi!aRk0?`9Jb+46`)d&=%V-RcIY<*b-%g_XTu@?(JebOQVF8!j9
zF&4#dkiV(9xtS^R!o`cu}EHo
zHbX9wo*Prw^p^eeiui;Cs@&-!BO9BAqW2Px{Th4*`Lov^1$GE_)I9K>OgHPEi`R9Q
zv1IP3nfwM(SBE}_x-6iqR_xP);Ww%DuXK_-FS{rI`eOQR%Wo^uXH&;y-`rRu({xEj
z1n>U>fePjR?wpj$-gV@D92^`d6qHO`d;1x~Z+k^W=Oe#GPx?-#eeIS?`0HaHcuoGA
z%W?d{-2W+wR^3vawP6ol+fdgid$4s~m~+LYJ4;4S2}567LQCtr&Z%Ra|74okoq2pj
zpw6PC|7T1>y#E`=$ifd??#2G4v5L77d)E!0dsqBhH*LiI6CeJ0jCWEicI}l|`r(~*
zuZ^gEEmqH`YLP!m=04v`JAC%<*GeWxos9c)3Hjk0|M9~f#IE(U$g*rq+=7kKV03&L
zbfOW+Ae!Ez9XCsjQ6OIKU#+$Tr3KoerX%a3XEo*l!zv`lX^`z?x_K0tvEWyi$9eAl
zakMP1uHsYM@VzaGP7A3k5QX#qo9V6rQ$jHr_-s;?dN-Ni_QE+vYgtYeedOzX+W~mmxZU0AZ!uH9I
z12Cqdpac>nOvt2cH5#IJlM*U$*XPe;`3FN_$y|%r>Y?Z)JF!B_Mw9gitI5NKY>$T}
z>wS42ufFt0Tkhq2q{NQaABnm*GC8S)E_#1Zo~v$!U#u&}cjfBU1W(P*%`x>Wa0Lzg
zWjn@lGU#L!Vtk@rzPxGITlTgRii@z*fKK&esf~DiubiAqIc_VjdZOa>egBTS*6ZfI
znzBnk0Cywmpw}l?b71(|!!(|s7k&k~?S0*1=7TC{e|D4Z$&*@Dmo$z%_{`1Q{Nbhg
zPQr{))_>nN(p1qEKK4Ll6|lkq5Gonl#T5jJX$iR(;AjATT5zYTkc$IN^px9=AD=d&
zt^$n*nyjs_zY3=%luws>rsZ6$fk*&YkhP*r3$%DHsC|h*H*1MJ
z44g$wBUn&aSxXih9&o@vx3#J=7<@}%4QRKNLqSF#H?><1eFJkz@kB?@38O}VgkPnh
z#>Y&Y!>9smP$LM@@NB#@GexW4z3Uzx4g{y;O<%Ki?F}8iveDl1lndXE5>N}mMsC)J
zeru)Mkm`jC7Y+h?P&RMgd_dr9edBg!U#2qs{i4w6&`vi4m8}Hc&Cbr=4AfZ|?lRG!
zZBPUoYybZJq+t+DYbJT(#0lK4cS?#du@Ru35FWpahbQ*q_@B|8+i163i+=68emz%~fflrMIXOAt5*da&tNzXc+;X3riNgQH
zFAi;D7Ch~T>jLJ$qB!tL8uC+XJl~(~IZa_XjkJQg~riWHLHS~J;voVj&@bh{{
z5Uh%~Z;Ng*@d7t^!pN%V-^9*dHMj?0OUh+J9y%VtGSQCoUpcG_7qd}3e0cR*PHDfj
z?E7~;^mzARFIci5UeYx*6aZh%7-Wmw4%kLiOpIoS?N&ha9XodT+`L(Y%M)-C7gybJ
z7G2iX&h84d7{!21H__#}_U~uI4J#i#T88H*4#(8gROE{nD=`TKvLAgYeg#wfcANHu5k@OS!B=p=Sk3Q=!LP-Lw@&%6f
z`g!##wXT~c7C@x>^P}RfQ?@ySp@IhUMPlv?Vhl^EFia|8FTeNq8{^Wc!vIl!#G1ey
zmOk8fVdTv^na!XR1#=U`783#|)oq=ca=w23dL&)~C(ery76H5jyNt*dXtPulcuFJV
z;|fkrqLA5db-(ehDphN~uNsr2S_wB!OG_(tsg`NjVVbL+DBW8H1=nG`LshSy@62b1
zy;Tl#Z=}({gL_*(Km(k-8}Oj3DhXB~Pr74=qJV6iUqOKkJjd0luxxcXMGFVX>#hnfXh8y(X8(^1!HUszR?EvM0{Cb%c8G7JDl&&xX_aN2N
zR5o|^47Oz4l`w{k^qH^gcw7!5XAs{fZGYt;XM4kfor?DkoY&LaD8-J#hZK04&NaVzlv~pM*r_T=@1m
zKsUvB8BnX}`L-8A(LY}g=fjzQS)BK$L&tK9FNtFY)hdBY0TGWk>+k@CMG7Tn`-u?8
z-m*3K?%&tc^BXgJs}DgorWFjt1X}`{`Vyj}r|9^>g^Gq>XFsT>rnWgqIoa*EQ_S0F
zz+XxCSym{+Lc+pDxOFNDO6$y777c%R!%HY5BO}L84r7mjOFn)6oahnuj+LQIqUY+D
zQlypFXQBnXP=6kve_w}B5j26+Bt$p3H<{oe!}P0aYRd6&u$*^=>N|?@>Wxdvr=~D6GjmBwZUT)A&AT!JWC?a~!{2|6$lgv#wm?o9
zEoF_;va%ioHty{tusscuVkY93i`h^_8xoBZkJ
z0331v-iS9)C}4YDckeQ^WZA5PB!Qj0e52U;>t0^V%xWGd#Hv17NVDyhBQ+G#H?){S
z@L9$oUy(yUVHm57b03+~_`-iT<}QDXW~1V*dP^ei*I)i_-&AQ8J8!csPhjWHolj$8
zUW&6VqOK?F0$mIn*5d|>q5h1v+7uX726GdoAKaCw8@d~Vl%EP+BZg8oU?nr3jwhzR
z7ksiDMG(?M<@W15PCX^7NN@!kq{NGsg$NgbUcgUP89!j!JeG2~Q7}Ifr#9#Gy?zvpVV2i|&!-qQWXooZ(s}G|pDKF0S7Gc{#eZ-kvG3?)2gTY37q50u>IZ2kS}FVkUk
zR!kgR;)y0!R9Q)bRjuIQkS_N->#P|pqE)a~#2xx>>rX=%vHS6f->dh?;lmUPejSp3
z8eU9ObMqE%?p3gt?!>j`T-bT%&K(TT&am4FM~U4K%Y4BxT-t3vz&#x+>n=St-IH2c
z%uxR0u2%fP-W@UmTehh&T;05R+qS3GSz~K9iPNFxETJHV(F3lmlVQOmJ=3?9QmDk~
zc73~Qs3G)d);(scVd&!_rd+#=y+~99jDIm;qpQ0GWgGVgRrP&@s`jkFZFwoNG}
zD~Lkiw`t#c;1?wr*2j+@_eACDhDQaY8Cp6Xu`s*B&dv^AQc<$e8$+a700A~{-MZxb
z`SWn-@3lDsFGd4h!AZCdp%|ZuCPT%^$qA_Ot$Php%?lvPrL_AF9o2n{Wq#{bw
z&ejk^2GR;q?JPgVUlJVsgMNtf@N@#8Sd;y#S_6BS@;06e(T=bMkU)yUP9uYdaUvQb
zBnGv_c9_m~pDXAGn$uQ*P2aXomjMw#3pRwXr>vqP2Wa8v?~e>n0C1fNinRS45#yl9
z>SWt)S-VNx6C+YsTT2H~1gr0{z8-W6ay5(tLNYh<^Q9qzqA;(;e$oD3)H8*cSNxvuKAx)4B0vtuy?h)=Y-01Zr|Kuecmw4nIk`*bIjRNTD
zh(c1sVf93YfMk@+&8Loj<4JPUol8LfLYXc`-y!i1xF>HQ|1vW(1K%#6ot=$!wf=+q
z7nXBH#ee6JAMQi7H1EupIvOE;YUr^%Q$`igS51)2*4L4jMX5bF{T%&--+So$w@W^J
zAsRbSBLt(&jg+(dzGlVg;oN@x4Q-tZ_K!bzovT;B?#8|&D^K~z8$yjQW1grpVw=7k6^FE3IDZMm1y)CTwL-c1B6==579C1<6Slomu0T!f4T@~Z8)E5sfQ
z5p<9QOrYGxuJvAgv{+;m)%0+2amNY9pT0je*;Ve3rH^$D^yyn4imwV2?0p{LE(h)k
zjO7nV_%Tj<9nveTBIb0MzQ~xE@xb?6*58z_5N3L5v3oGW_-D_YGiOcN?+F{f`{WZ|
zWFp=AQR~p5Rk->V;gAD*N^@rWn3x&47S6e6yrZK9H3oKvXO8Sn9mHDrlQ2kEpgt6y
zjc_A*C9b`DGfuvLzE&eh+3@Gp#oO-dgfyb&(z3s$wypt#qQVrNeR5_R0v;W#aavkh
zNXJVMfY2~!K;#CkU$bi3Vvj7H20Qg)0jJlbhoqpE;^(&-4)Q@&Ra(RlRPJh1Ad-54
zC3yWrb0DUx(C*z=VF!~E$ETl72Y?z907--e3a--K9Y=tcX+iqMzNLJfq
z%%NUB_RiLCfG*rH*H)c6b&9Y6a<3?nA!X>kDC1Pi==+=-;?6dfW@8^An?c7SsDHp69Rj2kfv
zZ=~*IVN1e8La0Fge&Ytr1iZ9pIGKodUI9)rtG;&y3W`@I{63OJJDFjz-K7j@&=-a^
z?t*7<0UUr;!ikSf#GE1}B_+OpKTpZw#fq^Y05S2YF+wcP)~U0*-$`Dn%(TX%*
zF`ttJBX|S7$Os`-wB0S>dvG91K%k6}XavB3%D9OlWZfdtJc=+ysz(Ic92}wA7*!TH
z@mn$0#P$g0Rwv@KnVd0@4H}a?uzFpVje)tjc_e%oO2@Xwwzf8;6n9wKn3`&S|G{fH
z-3>4lbnl*z(VH7c6tRL^5%-4t2FOcgFbHnx8Z>u8IFWuN!4Kk8VU;b00zn;w&$o$F
z3Sl&pn}6|Q7l~RRD`f9hT2itZH-=p9zLK7Wg#~U1;MfpX&;yVPWPzTceCSXSV4p48
z(5C$k%27#3ml5YeNJxkTS|Li*LE6@J15Q9lF)|^+KkA@2QQBIwY?L4zK=}o;;%_wg
zH$wj3kns6(P7lK2Nz?)k#=2$8mXS7RYbzAME^z~tuIf}TI5YV(iW~!&ff5`xlI}Wu
zPlyU$6;sEG#d58740-yOI%;a`DP1tY66@`dRUkbPJCKNMB->dS{>29ZcnP2-iPcm;
z*c;d84h`vQdb-GJ4oNJtf!iS-zut+V{kVk~pM=}~K;+z2sNe^bl-!%YVH;5qGYxE2
z4k8*J^y~Xaap_4Y7dm=+RUxacdU|?NtXk4np)g!UBCFUAW2XR{k&mDMOQpY`-DwGZ59UGUQ@kEfq$Ago|;d
zC=59kMmIdxGSo?u|IEopnwg3+KR=(E`j7M!QKy+d^z=+l{`~B(MS=@VAFRrF2*hPA
z*}b2V3vgatk-#PDakXCDhbJ){IdNtE_B{*Nq<8
zL@9&?C+sors%xxa0i7)S(ytu^P5=j1RKm=@E^zAAt}!Go@UyTMv7)EOlf#`WC?e&Qb$ehAcswm<*L$i!rX
zGyqw`;47c|;dX$opTV!+zT1Cy$MdIed0t|ZZH8n=>_p`D;$2H`F%ejrZ5Lhampq*R
zdoA!XA^dVyfc-kT&MEaSG!&B3f^hN0?0Iu*Yc%RU!hgGe{#sbjlh;nvUqzXM;rjWG
zcKr_oQys`Fqf%$y^v}K|EdI+ccbaff#07z$*qtV8u3;tQo9w=^Of{tIS
zH=w^acN~prZfPlQYug0uQt|Fxh~6E|lc25h^S^E23GF(#JIb{xHgL`$sPy_P!
zi?>E(8nVg?IJ7yDndg8&$n3(!rslnR_4@%|+vX3riV
zLW!{m88XpAj+{_hUS3*=V-!#DAVW;a)Ud~bZ=7}#m!ROWp{DwpqAyipqhRt#shs$}
zXSlyV_V&nDGK5b&Rv_1*5sw@onG=Y%>M^}fH=Y)=`1qpQeYh>>8j=ya8FcEURff-L
zoP^;M$M^wJ2LhoW`kR2Zkn#aiMraG4Zt7CF7D*a1kmdTCQnu~}*n*smHMblwcQ2UT
zsi~>S#-+D*i;W~&R5wKBj=pyLEsC&W)e;75=6wTGb2lK3&KLXuxba48iB
zMo0ik_cd4|r4YdydN#I`W}7M}ree({L$L71cXV7j_>-5w2o2a^=Nzgdj>=_qyQY7`>fJzA2bVw2clNmMFI=7@@Qj$2N^g%O*)V|84$Q2XS2*e~tHCu)E
z5e1Wg(^@K>jLvg2jwCVw1Lw>8Sz#d|WW(2BWn4o!-1Sj=od0?Zh^Z0u0m8>&zK^1^
z^g{7Ty^L&M%qoU+vlJl&NW5NQnhMk<>$84@I3E3eCj;Ub_s5u+n2^@2RJ&KmUIQ$z
z;pL69AEu(DTQ#po034FQE1hBIj?
z8d2cB&JzP0<`G6x$q18P0ntkBh5E#%rqzpQg`Flwtrh0U|(V(j1fexai
z)G{(Mk{p6F^h0GWm*Rcb+_XLXLwVW6YEO?~26>kwZjF
z0Rz`!{UIX^EJi6rUrcoP+67C^_UGqA&6B25D`2b_;-Q!V8b5vv_U~;C&wd^g!`=S$
z@gkR)XU|^29K=Rc3X&d%6pLy?4|=YE>K2uh6o_2_ONR;xH>L6bcGGeP$Vhw4stW-h
zeMGHW3@dJLLH&Azn7J)ttq#K->`3T1dVQPkk4s8ETf;HXl0l2UGWGfHvD?VGftEyq
zS-=*siAmgovqk9s-dKqbA3iiZckU)g7J%1EBn58-2ChSuIx|SJDgY?}>qOQ>=HSM)
zYfEM(27RG|6Wl;fjNq_^k%`GQ^q_8!h2NaZp~v_2_3;GS;phYr4Ep-aktjj8IDohx
z1nuPHWFid`?*#+`{?HqEYdGCQ;88b75IRy=^F`EtVtWuE3RMB(i@3+U*jf(VWe~LzwC4Jb|Z7
zfU(Uxa`%z6ZTdNNNtcP$Vm2M}#>QO0r72KJD%V*sT|yG*Ur~|z8k0ED*^?16nw|a@
zK~OzpI}&SH2L(fOX45QO332<+D`8^(T0XL
z*ydA$MFV>yz%YSmdo4e0mX_u~ok8mJ05lCUE^y|GYHE%R-6M1ZnJx@O8Su|>ef`xi
z{D>Jgg*9+y<2hCC)*2i&qQz3e=@}tNz&8MUixGIjswch=&)kXvs58J`h|>h(=uk;X
z2@!J8b;?ok&g?0Bn*V!9g2YdOPKgPGO+?H-?1(35a$puEVx6wnpnjK>mKMQ5$4V##
zc#0RX13#~9PdWr-_4gqm!j5xtawwi0QkM&1>J^4dh2_uBSmHxTrqR6a$uegClQ>mZ
zW6z*N&fW~Qzb2=Th}ed|zX3l%o1)?8Pf+oXxOsCG5N)zy5%oYv-bTFo8VK|Li$i`m
zn85~%OylxHP+@4$DMoLW1I~DTxfb)^=|VS(e~ljtc9a1-qyo!{*UwoGrvU!g75I!G
zn!@h0&N=VCjgO7lj`f{z1z;z~bJjC3)a72fKy+Z($?7wkfDyTn;zDgGBPSE!1_5vx
zqus#AIP>SgZJ&Y4wp}h^`|4zDfwYK{1}$EzDeXDWAdWTJ^$&1=X8BT3W4k~v#V;i;
zvHu{XuZF1GG^FkS5zTM#tx{ZY51HG5)M7>rmYdLpy2JOJ_IRDh`)N@B(
zEZ*2l&K=3hrif-!D4^9m0oQ$$gT~G>{`ngRHqCCRQfOv8_7^VTfNDr|WF+P6!hYKJ
znO7)TT8`qwM~sZNoR+@4s$44o3cv|R@u$ZBEI`u3>C-QWx|ow>A7zucj=lXscoVm?
zuBT+LB=YzNVA3r{lJLPNxZ6q|{XJ0sTTcZ4`H=tl2zmK`JjUKY4fXKez6(2$gIf)a
zhD2mh<`V5?7F7mgVI=1#Ii74=BsN@JY5}X_PZ}Z%p_6H~0TPiH>L3Dji%02z)M9><
z6Pa+R5VOKjqz;qxKdW9|{^z~I*lrlyB>ZoLet^j88zK+_g%sD}OQ)LO@zOQ@Y<`eex
zkB8ri46{YOjPz1*?tUWVS>b0NZX^)V$vJQKqvVMH{XE0R$2g_$O~==qO_+SJ*JU`v
z;Fqpt=X$}sF*W^5UqXV^EGq1&@FfSCn+sdsy^D~ML4RUEaY<~HK2veq$H#eo`dgNS
zJ8GF-w--xUR{l7DS`uFGd6mv^@T-cdDltLy(i<}pbW)68_rhEF*>s^ssyFx7d&}E1
zcp=5<>5JNBwaGv))isGc(>&7Qns{CvxU=ek{Qqp+lC&
z>!$T*gh0J`!N%rGE(N1C;q(q1wq~QJhuPiSpRL4kX&Z-g*OlxaiLZ^{-q}7q(cj+>
z@@>L*>Xiu0NKUAT&0jO09|>p1#Lj$kA`c;LXvwe@MhpvRi@ymM&YuU|7;Q2M
zEJf4o_c{Vb>>w|X6JCaKy(s@U7;G?8AC{?;398oQu`p+X44&Qlecwb5G>|I}GhqB6
zyE14SxH%%JEcISyVHO&8d^}3NSqWSxBJR@D1EE)=$P=Gwz>LPLYmV5*p<2jWd)
zR${Q)L%XsK5VC8sr+R#&5g+x>m%*hEeAtS~T*JO!&@Vr<^AV%RY%eDsqeg1d&tPGu
z(eC33rNK72#cm?&nGxO!nuWxwP2Fjvn+)=|b}r0M_FknG@WGgu9`l&_ApRv-z2~vZ
z&`ppE>x*qU-yUy7Sx;yb#rIkeiCn3P+<(U7d_z=#5K6H$H@O-;Wr4>B<^O@EQ7FYs8HZA3KJ7g?Xu=Ccv(P$yf4
zvLOkU;;^{1aVb6~*;+50RTxK<;BnYq;dvswGI@6ol!L%do#A@Ff#XCd>83IQsmhxUf}_?Sat41Wrk-J;FTrm;_3R=1=AgD_puX&AcZb
zA4PEzrP8{Rhnj8oc6(TfjmPg+b4XvV^S>ej8IDN`uNCj|B)@nX`~*rJ!i1YJ#QORk
zbK`cUOxh)@c0Q!j*0)pGrmzIAc`x{#ub^u;EeO5u;6zev>@9CjcX9Wb4-sW}r!f{o>mVUT
z*)#odCO`ysKmo{`nVOmcO>IT0A#`DBG0>DEB1Gs*5k60zOuF-HC7ou65EGk~k1t)w
z{`FoW8pqmF8c(~pwY8J)SDLC_s`k3|;^_e|Kh#0RZ3H9UoKbaXbhhAw4)m@!G_8Jgv10=wVQ)P=%GocLYz>rL
zuYJl<6Om~N3w$3(y{aI;p%-3E@vqu`eM6e-^v^yBJ@da`553}*9)EeP6p5*=J$Y3#
z?mzEFFvd#am7a=cmur>5mQcW?%I97jjw368%*X6cAm36wn>@`IKgl)O9#MEr)=E!x
zWq%3PGe#iC?!ytWQtUf&v(sNd!hPYOF(=EBtCoFPU+kANRJj4
zWb2O)1(DXB{F(s|M4lC=`A561ty4r|s0VsgfW83I^0=GPoEkTQ0EwY&YHg%zDYec^
zbv8JR6s;&PTEUsC;DVPM14=D>u@Zlbv~61wSBQ9^&g~TZlk%DdI}1C3KYwn}M(NzS
z@7^50u!73Ahv~1!kk}Mfl2@e`ZNI*3;%>z3Hi5jc`s~@CRRqC|4lm3P<5*rKL2J!F8qT$E275l>$)jqiVm9l^`OHPkiK1e`xfJpvS(UyvYva
zO%(MV8#Ghk@Fq;OWB>O+4GNSP&fT-vcGApt)RH3kT82t%xd`;-0GatIaeU_o2_B*x
z=D-aw%AK2NMXnAzLVTofi3twP;u{Fmx-7^W*}^a*Q0a{kRTFld8j%YlmHzgsL|Jk}
z|2l%&ZT`JJX4GI|+yKsA1gSWHi_o`8Bbb_LEZ~4UBWU|)VLb@jvJpA`FM}7DT8rGIY@3e6hM3
z^l)~mZ)!Zr<5Xlnc_CYb>dHM|vGslS)JR_N?TS5$-rW06tkddqEcrW)5-x;Oh$-J5
zyPUr;jm7r_k{UfPdG1|&R9a=LH;D_mFZ}MbanyBmbZm2KwHC%VA1Nl15)f&N1@tSy
z#*KHVU}1iW%(70hA%X&sdv1~93
zcMBVKH-4`@%{#!8@eG?z>B~5J+efZN*-hpR%VL2E
z5sq6hA^(1@z?SNJzJmGU9Uup!Px^7nNQ3<_Lptny(ixUN7DKJE0vD*A!jO|XbZ^hu
zqq!r+w4&(A7BK?iQ~
z+xuOZ37qG6j@a(OKciK#n!Nv^xUl=EuR#eupXL;q=L0*kuM3%wVvOhvth8ZqtY)HO
z>&-EeZ=_+4+>cjzmhCL8yhkgLy?J3g5D3P4;t#_(;)P9h8a-AnjC|~EZjAYNG=?Zu
z^3Mt!3nCA;`9n3@D86+<2CZUtZrCFb;^pUpW8BttS&33%RXHE&@GA4&Xmn0k9Et*A
zzWM@T3+_t&Gh`-3mQlx3zyAI#ya#3saoiOVJ|x|W$KeqEOu65~p|ioZ$;i9(;5sRd
zzb50*e?@sJeGu+ez!XV;T)+$nI^>XR_?JDWGb=%XeFBAnGuB2R%(BaZ{2>*yN^daN
zuieXQFs<^}P;LsNTPz;`$ggr%Xf6MU6Nj(Jgn3r)Uh;pAjm6z0q?lGPR|wx9wjNpL
zTkr_T0HwdNTPHJX`_O&nJ1Jm9cZi1RJDQQ?#;=8MiTMNNS0+F3`*2i(KQV8jg;mDg
zRsUkUBjnp(;xm2GCdkaTvR@?127nj6!Tis#UL~2C6J-C4{xDeBzkKZ`R#@B?Px}dm
zdKOQlj1j!5pky$slVg#(V;!O{1afjh`S*vdZ7o)UGqWe*k3Kow8l=Rr!JFf<`QPA8
z#C(uUg_+@As*7!QO6b3(8_qrqvf&jF2p|NYE$4#C^v^G?n|=p&Ys!~=lb*~W5fS9U
zl4biz`<&WLrNtoRF+bY}Pa_>+#M8eKmEq#*feo>s{6nw6-3cC4YYPv5hlN?$|oSX{PyS9xI{@-$IyBrhoxX=H_AM?ef#$5FPxvq
zICjoYWc8AkUgI(Ut91}9?VBQ^RzEUeNQssOI8ra8B&YcePP!j(?48|cQY^*LGo(Hg
zV78A%kMjEY|5e9{TV>vyY6?bozV7si6F~;^Mi>yGqvGAyr^cSkuor;LIW>8p!jkSC
zs6~_ltMX4f6sxf*;7;jB-ZEc3&-Y;|^uqsy(4Dda#5$a}u9cY`A>FU-Vy7GFFhgVe
zNt?}71P3II1zVgE260^D{J(+gOo@3cfB+mlk&KOv?ICp)B{8eWVsVa?pnMSB@r1fM
z1E#4aOA}-iV9>ZJ*{BY?9)p@=Z%UpaHZJbhoG89N3^>vuI5e~jS7AZRuo#wV|0{U-v~#yt#TR?K
zUVpJNf3Xf78(kdLUk0J36<<`+KfB_a$PH#D{+`-I?=on2Y~$)HVfa2FKsZy1@_+*$
z14Hhg0Aqr!4u&nKBehI-a^Kj?c1okgwh393TJblS$T7H8;K$44r7+df95I
zE^===?|GK6Bd-qoEIV+G9?H;xB`;pQ@JX#qHE+%`O}A)`Ez10`Wq(N|>qo;Mok9Lz
zHbz^?>PEj8SrYmE&&w?uGBpRLNu;pP|?no`3)RpVz?uKWa=&Os}vq*c#&t
z-rdrrHB*o;iL*5DuY6D`?i_LLKW%@C9vvn?MA+na9_R77a+`&%p}~STUCKJtyJE3<
z-fdrO>SrEoz%tp8ie-YCGEX1Oh_z-K^ld38>%=;oo*reR4&7a`eFr7^$9i1xObOiF
z-qe?23c9Ac*Uq2)&Y@~@ZnXZgwRf(o^862u5UD5SUpdyCJoviD$*%cn)pZ?8p*I)w
zzY2UUqSytn`G9*SWjkqayCX<6%)
zcCb$hIBZyBp>DSBP;#V=Y>j^t7Qe2SqZoRd%~@+zpA_Qd;$qIr+tm`9?tj!J
z-{aR{id%VEle-D6CX}An`=CW8A6y&`$AV0khYll$?52&vSh9Jr)oA{UKKl=A?5p}p
zDnpj6e;X~w)-*jvP3F>nGFp`8&4tvSr<(rhXw6Q_=>1HaYG#nB^5~3CRT^t*iBmGN83oX~dU%F&^DgI;u&x}JKLrw*@
zDScjm&sJ$W`7NqIY>@|+>J+ZE)+yK$+o+{Lm6h3_@2K{K>Ycv{QD?E;
zLiaSC{avu|+o?PO3<{DPGx0toe-EU=cE8~~R;Sbpu5A6ZGRyi?Cp?*DX4
zg}dLcnjT)Kyh1+dV_Z?Dfu<&ti&e|kwHut3@dauq_qf$UrJaQqTt_7a(~0OrtS4WD
zzsu2Zdk|y~AQBC}V>ADq9rCq)q}D(R?fDQf?*Ip143>p=%U7JvF#*Jouw=;;avkoT
zZmDtU$#uRk7j8E<^5e(&xr#w0d3-mIJm5N;!$vPH+{Q)=QTZPo3DJ(NpK#At78X3b
zQuAHi;v)*A0SRcd2p8AGjZy#iaFHBg&D=M!Ct~_Az6MDYUoNweAVb{R!33UGz=7gu0fI~=^h#DMcqL(#4wdcHw^ojNC((T$WT}
zja;s`5MagE$!bbliGb7-!@YRC1L~Xcd+0nB4co0%
zjE4hUhR4Ru-ac#6=p#JTFssq3{8Upz2vkx;?6S<0EcH^16->ei&lriqn)?StiC
      J2j(k8M-vo)3@s|JS^@Y)iQX$Rl
zht;|0^<~J+jeVe}7d9;PlnW++ZzPH!VSHzeJbYdv6m)9o>cZ@*Cb9Z2GFR|5z#%EN
z-Ng_~1TzW`lO*Bl`2aU;DRkl2cQ63qVT3ccZGJ^7FuiU|uIRR_o2Chwnuoe%L@-jdUHfF(&MEi?Yi|civc^s+Yi(M-`)ObK=ilvy@+$>~S7~71SPR@(Lf_-Aj)E
z!4NKm)ay)PPS4Y@dcAtFH(9BOK6
z+WBuO&*^-d($oExSL@igH~n#{KlA*_Be!Rd4_>!iA&X6@FVe?J?{^OVAoB5#is-1?
z+k;CYrZ`M~zjH|DzLL}bzW@Jv^g2h&tDe<`BpVUKe~L6aI6Ts*6(q*LAwQ`%8z%bH;o5L!8|KFG-Hv1>r>fz
zPa_@_2p!^K7)XzEcjzRFW{13_Nz-;CXegYyPDwg}xZt)I#Iq-P~<;Aytj|ZC@bnNWI>VGPd$&7T9gx!|?
zAC9gc6vh$XhFfhb;S-eb$oAk?f=$}AY6eAW6=C5ENQVIdGRE9
z+Fj#gPp1CY3nW4Svbt45t&yeoaBt-Qmz1Oq*h_EhsqkHAR_p1J#ft@1DbU(mkXdiR
z&;{|Z{?$3v7;)SN9TDB7h_J4!B`YtHj*<%%caA~Menh-Wc%cEZ)k9|QG!)zcaJ1mn
zl$5mk4OJ4D3*Y-7nG9SkVaxp89V#dBr%YC?`0+GaGA}pxOQDL!#{5l(7J8=L;!g=A
z`y9-CZ9{z945fnU`znLPj~5W&a+mT@S=kE>(%0|bw-~ToqB^E-(MQ0@+6VD1W0VU1
z9=qt^Rx(&HHI|T9{aU`ik_Gn}GEUncX#ILvSglruP6TruZCYPsjGicOc$F~E-}L?0
z0~`4Mml&xFVz~c*m@#xeQ`S2_iFw?+d2@@H)|7_>5MaF1*E1W6MF;_oo4hq}laaov
z=bm4QCw_>K!W^OklAEIfZ)TxGGrY?YPGtW`EA7J(vCj60yM!o6up_>{BANsR4RUy)
zvxkBo?mE8DlH7-03{wr91K~#ycG1=Mz8?j$QU|f9RSN%#VUdeL9<@j2HAcsS)
zD?3%=I2nSgO)DUybnm4ninrwxcDC4@_RlE2?_AvUe6Yh)h+lb8Tk#zN~$6|(?!^idDyv_0;vN6%9d*IpD`tPnV`3eK8u}_ePJXa@>wELEs-*3mu
z>$KMT37N+c!2D+bigJO0fkz$;Tf69!g6sW$&2L)bB38v~^Tc~I4C5|Dd-7$uiyK^`
zVs#?lghAa4J&O>JX;wxiuVFyIu{3bWTqdE0nPj>4{?YH4;Y(659^^-lQ2ep!=xCQ
zl{+mo?$&x&$ln!jkMRp_(R={VAM|W_<9X!r(P?V89(@gJ9$dqX)gju;^^Ty@0HF
zkRd}o#*_u6#cgw)^y}7SRdEuV!J&_Ay!A*Kio#z<`yWBbJFfpzg}dQv&>JUSN^xXz
zkBkTLf@%EyZbQnb+cCX@o4<^-Vd8oMvtkeVp(V=-|K#_JZ#Sv?2bXhiX0#O$M*cln
z>T}t)pX1tk(bI{S^AG+<@pn8t^jO9EPpu_QZ#u0SSFtjMVZecTd3jL?OXoawon^;S
zE-7%WJ|eh70d5O{2Qro^LZXNj{Q(l0Mpcj6sHrylR=j1Nw}=ex{8q$zSGhgsVDT
zkn619S&9hAvoh$8VyL*?v)SJ=k+I#DsQjqQ8f(M@7AzKc@;~mTM4?TS;An&NzgGNb
z5%wGX+8X_kq852|xOd`>d-y8WUwa
zdh*pw&^$5J;Kp`}TV4%L4fP^i*CR^HXT@aI`
z5xp_o(l*XQm7V$;BdX)yjqcpPW$r1hmAI|Mop`2%{9K?zZF~c
zoq&`g=np>9A))wz7?TyhM|`Az7v@de?`V;p=!T!};xzu_Y$(h`xPc%lwaDy{_ON~B
zR!DJEebtuuwuUxSs;g|M!(*oUME?6Lg9*+MUFNr26y69QmR|(kP;m*%PsKN{b0I48
zH`y~WH8dbw#0T%6l^&&8a|%j5*1z%bbjg9N84NK-&_kY4Wg1yFWp++NvCm^
z$6yXl_sE7Lm#fN7@K^bvrT4%9#++PYZvNvxu|z3YNJO^tK(F;)q&bvyJ*I8qBGphd
zE1@<=rz*3T>KYF!l;P9A<Vze-}o(uQ`D=j-1s&XiB
zo48D>gdEb}8AK)7T=ihw=z|InE8gR3!pn%?N9}3HDN_w?@O;x~izw~fZw~#h9}b?b
zhe|9LFTVT9W*OX^zzMdaQoAC)%n*<)JE7b=nkPO9RNOfc%O^2pc8}xtiy|qMI8z#|
zaBB2Ye{^Oij?Vb~wt43}Q$!pU#O*&7OX7oc#)|4#T$4Ziwq>`gsZY=RX{ZiHLvbG1
zBoHr$K$qW@XTogDj!A-CurIcSeu}B|n
z#IDE12S@Ql&(rmZCpx3C$eVAtGKTrVI*pHNeyb#B}l4Qwv3aZGHFY(($|&523RYYR*r5O4ZOYh5d7LbFUy&kGQbV
zvu4*#0(dNaPdPGz%r=kQ*dA@-EKm#%*_t{u4B1_||H82gbeccQ&{s_jD9i6w2;o_TJMNEtTnnT1hMg4L{u6IaUp16-b`|@?tB4<<&`%%5
z)I<#8Z%1l+jUKP^@TV=}8mfi{h^O3xKK>p_Eg<{8(H|Wre~W96A5UB1(Ntq%5>4i;;#LYtyV;@_asa0oSPmlVC7Vo5~emM)G48$km
zPlO>WwIlZYJMm1(y?T>zk|e`dKFiC;j9|nLd>&>{*{X*AnUzAbn-kpDT!w4Hy??Kc
z^V&R3-lOqzE`v&wKnk`ecIbZvNy$}ITH`3I$Id`Zz?b2ypEx?L;`$_b=*{`2%a)xL
zN_&#QN$R(pnXWOe;jX>SR<69zW9pY9phfHIQad$
zCyz4d#y))=d@P_qXC)FmBkULr7#Lin8r$%P%>4IC_^rokg&UB6iFX>tP;ohlR-c$t
zm_rL2gtqeEZ53*?08{<`%m16DHg@bH(Ut0}mbMw+9o6>wit+vWAd5HJNRgULY{ZKa
z9CpxnYu#2E)m;V78{R{w=a5ww>sQD26AZHWJxwVeMJCFnzMBMo`Rh})hsKeC6P1UM
zD8s~7fm0cw1k5hCrEgZr32C(fs!n~x!ojBc)jA$Jl_eXgX#PcOk@Ocs+vk+gA^fTf
zZqth8t~O~m6u3Hw!^udb(WwisLDSh7@ltsx#1`
z+7V=?yS}lL*bzU9v5G~A#}~X=zRgfy)&0x1Ji4`ip$$GM6bL*QUVeM((EV2kG;J9T
zs$<3&LV*}nfFb{RwJUD1gD|I`PtWjbf4L|m)Nn#XguGCw$sT_V+L+CoI7?J-$gEO7
zLjU>X;^W>23sFjjk;a?ibv!GQ*<6G8Hamz!06{OknbxEfm*8CMeL_CzlJsk*e>-B^{(T+mD9BHDF
z_?nz8ksOfM-1zLF*!^NvhZ@4OA=lneNX7NbTijPc5(F_#Qo)FI1q=&QSj%0$9G_QF
ze`bd3&epY+l#UA=V(Tp)x3&IVj4(8Z)LG}=hT`sDM82%hq7wS6)$!)7TZ@8QDmQ$O
zow|~pE-34tWbcZrJ3q;zx$$3E6vCkzE>Q%WsRWwxmQwEw=#yeitge_5Bhp{k#C
zJ+lRi_xBj`GtppiaCc0Mt*V>iswPaaPTKn`%*b6$jAT)ZP?+bS^T}Qk_p>c(*Lf3Q
z3fICjc=~${{LgmwIHeUPvu>_VT562)+ii&qUI)|joOQRp|lqnq%3qqUro|IBp1HBjnok>n~lr
zxI5xF_AC3BkKM3&v4zDxju8vP`lCqeAR#7#UKo*JMT;Ab#A?J;AOtsK@S(!kG_%k3$&H$c4QEjWCMG9)544?}sS4Ba(4%D<
zLDY}3QyBI2y+EHhh%I!~<^6@T5^oS|?Dl62_JO(F*$OWrnc}!<$k)Pn9Gw4?Lpt3k
zIn%jt2pc%~EizdCoj!efcZnvw&I#us`9&r3j!1=foZOgdJmk%$)&^{R#6&oaC1$AB
z54V;|W7lnsUnf>iZ{NPfm`0d_R1Rb$evh%r+FQ|D=+xTrDxkEYX8T}g&o^h^OP8XT
zNi|g6x{5t*oi|CA4qh2o$*_cCA8E&$qFE7-+sunT1%}_~G%f?!L3emByUiyNG>biD
z^FvKBfu$9S+Z`G@Vz2Jd6LVOxq5ZdVBD2i)s^cWY7<`fDQRgCIqpcg#lZ*7`&Q7VB
z0FlBR0WMU!Fj3e=vyiPS-oDm6%&fZm@zUdG&mKb2xrS^e+ztg%h<75_AWEH40qhjL
zSS$6v#=pfxJj)8JrjL1r8IxG7$%3T-{SkHQqt(=sPxWqiw~HFlVtsL-=)&>JVM8A24uW)G^~CLreeY=*f(^i-~JF&HrYO
zGK)}uL~X{=vjHJ87$_$%|Ef|?
zTH>k+gElWON#MAnJWpmb4yUyP+;fGX2dYubBz&{}4MEZWgvcROVg3l$M5Ex$T&H5m|Y8KBi&9T5PF`mW1#UWdlX$9zCApGxDxc9AM3(HYJl8
ziN@T8UU9~qyLTmHOt#-%dbguo%7odvSaS&L3OvHaj#74V$>LG{xw7(RUyJ45e!X!G
z5}w@{oVPDB^d#ja(mD+d)DJOJ6V?!v>S8(O+I58X)ea7RyLU@OIP>bJW0*9Pt#ohS
zBYE#MVDR9(^JP629Xfb$566=-?ds%077ZyWD|ckdXPrq;+ydX+u<5S7GI#ul{EHnu
zdr25?-#%%Gmea8{HZ})*Zy1!N7hW?ByXWg&IL9T;yY18S=lcu{4a@O_&@)?fI?Oce
zIzPzF*m&l$`%wI7`@l@Y&!?Lxg
zJN^N2#mU2D>sIwqyRbGpc=YI1n6n&`VcMrp=P}_(WkbrLhcnQoGyG%7o}smyHW`53
zT&C1BApo-xiE(zebkI|uVMX9vMjeLn@D6e-#058ki=6~4Z{)1gk*0A?7Y3T*_o%27356?HIK|JmWNT0$VG4Y6ohLL
zVQI_F!!s2xvg+$ShOhPCUVCHGnwFHbhbC8L=uoehm`
z&8bH5?84ZX7@Kd
zm~}(4u}gb5HMIoq-Sx7oR#=p=%5bllGt~kQGOvDmG{O5@j*(6%tEr9c>{K1)t_5Z(
zatwu=t&+C}iFW&$G|w1aK@k?V&hODycb)J7e(t`QF>N$Gv;|
zHj5&7zS8kyM78p7-y$CuJl=5#f4}Bc^TRq;OX)lh4?5B4SW#T8%cjmBqnf@izG@J{
zT`*xV%NEC)KD~PB@|;5n^uSWJq~Ap9Rba-^Kf
z$I5k1n3+BGPCd)Z}h2}sqS=lb%(jI)Lp
zoAr*gtz8#ZIkKIj|Nqtk97}LKmme}_^5npya#NE6=2W{rz=%aPP+#BBFqDI;q_*T1
z#x#ei=Z(a@#?=hdt}EbO#|VSs3iXv&Ge9CBg3tG94uF9T5hZujyl9PK*|MGY&X$vUaMl1oGJ%Ts0jpTXo>?Bu0iF;=nV0uDcwv4HnxpnREQokKh>
zXI!;1);>B&RjO$NvBgxS&o3-`iZze&DAV4(JA>ErLUu#x=~YUcx^Q6;7Hw=sZw
z-t%a2sbJr#JLNr+_GuNLo@jueye7=F$=aok8a&eBfeA)$xaVdu$reUN>@#4%d~EU!
z$`eXJmag(*vY4Iy2LEu6O49z_oe}JgTuj`WzUjQSdl0V6VdP~-eiUlm543sGn^2^0
z#XaP*_^VuTAuz|weI9mcR_nTV>z105vY$-~D(s6sOHl6C%`*BCTPC1OQi8&zO
z^pu++Aw!$~{K*Dioy*%2po%fanLps?o8EUKrp%a{&i&g^eT{#VLtXOrNt=C4b;8h|
zor&lZI?P?LAgz;5AyHg}E}q9_hHzhF2mTE#(Co?1&0;`lRN2?B_!iI4C@SVZuu!D(
zKdRJ)yt06E=U!CYGz}woh)Bemp7hjIMYL8w>*_AE6xSGA4WP`$EFQ;}J{vWYi1rH2
zLp&!JY#C;FIsZd^S!t<>o?iP{wLM3W}FxmgLviELZGl
z<~&ZqfBtZBT3NHV$?(XbLzhJw1X&ZTLM|4o;w~|Qox{IWwY1LprZ?PHI_~>J*4gG7
zn-QBD8;u#-Ubbt7me#-2Q}4DE`;zq+OTHVK#TC9tO}*II=!Dl*PafpfUAsnJ(z$=T
z`9TPm84_S2l^BcZ^_ZX-rnLE;WLEmqn_X6#ybA71ZT8N|vwve*O}hTdrk0AlQPZ}4
z?Iu#4h#+k65MSjFrfwoz)8818q5{sGS-|D8+NM~jz;d2)^6iW3pG!(+lU%n0tw`77
ziemHKllyjlhU-aEvVh!qdGlb4LSkaH)@R*L+xtf&q3x{0lJ533<7Szd$TI#S6J~ah
zS=wQgXdK$SxcG|~C8)u1Uezvt5X>FRxqDsrMd+
zarZ&5CFJDv#u`u9S>mmC`m7TLr|Va=oWigSXE6zf&Kll(_8jx~-@}Jtv#A(rKbE%k
z@b!95F6L<7q+}{=oWXr5I9jc<4GTVL;C;Vu-#)Q@FQfAJP*#kL7jCV8e%T2pCXB1G
zak=ep;D2gAZf8^vmZvT8{>Zv+GVHnEQ=KyC3fA7FFqkGG!NJ)_vg+FROR~SbmXica
zF6pGCR5IUBVtvQlFCJ{%!Jqw(@$3svMp8zLod%en^^xvC{V9wSg*BL`-P;%3TCt??
z`L&;Mkv$ES-aeQ;wJ>fR{?n#a_c%t$A3hAm`>2tT6V{-1K3XC+l=piqEzy1Ol)X=$
zxcVGBMO};&*zx*m=(<@U#{U*h8{26v!grH?5>{j$ZCYfcoc7>Bg!~eE5c;;
z5ZJ?NdPy7bvndHAfJrpA
z0f9_VP&O(~ZC;wy?f9)lA4VuEi>0(;G0^49!_W^r{Ti+_s34G~w0wu5ii#3!iT|#_
zuNIy7OP^g;AH6I`uRpha!h{KY=m9fa?)AGCtRE`&@=!r1J#XY*f3B+PakPXb1-{zu
zf5iS2mg88TS*BxQyKh?Dm<=x{aD@(lkgOQBZH#f;RY$q~VBX0uUv{UdOr-s0@kYjP
z8Mjr{EbhicH(EEAOWgI0fknioo6QbldF`1q1A*;c-KyJI$g&>}cG~YDydQRs$M>tB
z$<3oWUcF^Y4*(a@{3;z6JEeI=w-am{98##ZtnKX&fHWkLQF3>oseVoUT(H
zbZytJ-O03jM7{bzHfmD#7E|1d1wOhV0RQbIcE6r0v3hTt)~aGqRgfQyCf^mrJbZY%
z{w@u-N=ix&b@4Z+)W|4guxy5=9Kk5|NZ)q^4pR
zX!gBDq#qV>0LZgcZP0N&rJ+%lFLdplG9J%VRK&XcF$fPa7jR@S2wye@mo50ii@dYG
zZ28(q*^zQ{SwTU8o>|q-%CfR~uoa=GrLxI|c4%|fu3I-puk^w)wC9(wFuxNWEgFDh
zmZS6ipD6%KNS2nBEr#q(%g?``R80Z%3t%Y+q-=rmiPtpxVI1KX(w%o>Bx{R21gpzo
z?^&PA%Qv%Im*{zO9+#MI!H5K~*4|#9avj2c9@(CRmzJKfRvo#{3#HsU>lXe&NmNdG
zoy(ZFGP!o8F%{O-Y14X{I6Lhl$T7_`a^zwlB1(+c1WHjY-NXNS{lFpEx&lmlec3v7
z;NZb+L!DdS;j$NkM*0{FUwDdLg!cyz=mafYDGU{&8>WOD0?XyQTp+YppsS+PUg-V-(B(1P87z^#NJo~SS
zvT||;6po@YrOCX+gUsSc3S2h%TUUUDMy_%?$8Mr7q7|Y6ypJM
z3?D_=K-Xxny)#7Tt^--Ka8;0DATeRUT6C={v|ALn`t<4y)I?btATAsVuBpy`-t9;K
z+zlBhef7YDwy|Tzgu@Dmf!I7_~c-Tlr{=E6r7
zk6Lwc`a-W=I{_4!wpN`_8N$;!PMyS;DPC-9`i=Cr*2ZRbw0)iuyW<|S#|l7&y675(
zVm2x$Lsksrveq5|;3Axnm@S0F^WkvS$xmY^Jo0>_?I56Z`j>!iO~vIXENt`ht#9iN
z%wcsQKj_C(N4da&0Au_=*#k>=trTr#2-A3l)guR}=E4AA1UO*=z<0nml{8EBZwopu
z%4%u@B`}vk+HRWgqyBJvvoXhC>)>F-$fH>EmBVYbBfkz0)Gvo9`BGW=Ld!k;?vzn|
zq`#Wi|DFL*0<84*A(wS1Yl_|jmC~=ASUz?n9WorzWtg_T{QcP^Js#|A`p>q9k(q7%
zXs-m`!BNk@wPGPH)XfOrd$YBj$1U;joMjfbq$I_NdWr97!e<;XIq^wCW+0KJ&%l8T
zh}qVEXM!8%w~uQJI(v38@CQBP9-5%EjEqB?M=w*VWP#R+698fZH*Gq1ZpXg;`uS57
z$;#F_72H|ZwM%;`(Oro?L-Z$vpH1Cdot%sTEWeSMhW9#<3Q)`Vacaz;w#~-jdCc5S
zRZ=UovFI<*Geq3?m*lv~7hV9<7hwidMuS#9uejVyI$Qx>^EV9}PWFM^>P?4ZkufZb
zQlAb^l{yrOL{ai?udguYNWGqRZTN^0$2s;~
z@t!7+P6g|RT+Gci6a5M0k_m9d=682|@D4R#3x?vQpU$JH+kuzos|EVAxrg6OZySDp
z^u`+5BF|gu;j_AHui@SADbd8u|GRe;9NiE!8HWJIOJMibUQm$`cCfiO%)3haNU?T?
zx`>^Edr!`ZhGH$!Ty$t{tXj>AS}J%(!mT0c
zDr4ESodS-6)3-GFmjJaf)`%S!tk-G8=0WT!U>lBDnH}gdHD*O7PnM6zW}So16Wlu!
zzr^~4cu!BJjExUHtR>CY{Q9-mG)#{c{&P{0#L*IAqk3{o6&Z*PbUp^kHtqfLBpu3^
zMy{4LFfcehhk+FzVKz*4BN-DlS9$pG1Z?5yZaWw+n(_%tayA0C`9WgW
zYKGKK7|6~(x?`2fv1lw9&aw?2#MUZ`y9NCB8k&M&QydmYxFk5azX5%|GL0
zvlzPrrkh&MKih+ZvuI5$mPd_pkn5QE>{$m&N_d4#*I-v(GgOJ#jVF=*K`fNuHLhMa
zDQDUtJta4kITB)_6G;DE*HN+xDhKI08>OzG^X1$=rWUxS5*p4kkS|q8x>y@FD_*+`HEY$EQ84
zGhmX+X6U5-(%ayQ>{WX4Is*hjX1DcA)almEG^8lYDa`ZGN{tNV@DjE`Z4h^oTk=v
zXzB02F}AIvYp#5%o=xG-;QC(9sWtJ>SfvluGqXBkzqiFZs9sL8uumrI-y9Qh^CoLS
zp2u_x_og^WVs8>6H--$`!}1;Fx$C0|xtR|{+JhvBo>?8MHdK@U24Ty4rjsF&_}w(~6-mW3frqgl
zqNt?|m;>yv@UU=(=E|T(mrzlVfjb@y2w)n~?Wuz6lh$#GnL~((VvHnoop`S7e|gKs
z13C=RuJT|`cN6=Kt{M*JXYBm(p0$P?5M2+i>06Aa$Hn3uaX+@EwT
zExM}}m-+WVr^2r|?(C<#?A5E6v6a<9R+uZl;TVU2c+slCk?e-M!8j@;uZK{wwuC({
zD0cHSV80nG|GRU&`}gmJjWHP7pqb8pf7WZUK@2)a{*_zD9Kh>4;(US21hriG9=HO&c-hVjl?CRDAjHX##E?g=l
z(ly44F4o(7w$Ge+${tSt>vT1CA}r*Q6XHWqfCvVc5{|Ww85L3zRM@bC$MUa!Sy6wZ
z@*>dEeyAg?C$FVv%`ij>HE#51K2hSUS3Tf{=g*&yQ$|yhXo^9C=NlQ#Ba?OPHh`#i
zday8)FT&0myg%~g_8n7xxSb)+avho*OZ+6#R|IyDk`#+PBYwJBrVx|fMFTO5Ub5GL
z_HczP`Pnb}@1Cc?Ttx_^LNL$&Zu8+=|Gs?_v4^FKSbO#W_1E$kr{keXU)MEZWCR&3
ztnw*{@gUI>rrazz#!6E}G=o<&o#P31Gs)SOoex_@%td<2FBYo>>5T70rEGZYjC-eu
zVKg^{dBHu_KS74!U831f`oyVIV%w2$>c=&2CYx#ePn-}N4u=jO-X0EF%2@smfNAG2
zGwBfH&h#T!13sc0$)8(M-8pU*X|RJ_iut$8K|{5hKlbX=r#*WzaW9b)&K?9cVJlCI
zGK__D08wIF%vmD>%hNtDf-=+6(~}Tij$i*`fCzY|VSUy_omTZ9yDF|5!M2}nY9XwX
zFI9d*YO1eKir9!m6ym__=S$+y41nd>^mE;q5sO&uz@AS$)hVC_?gEQ3jP+sA?dw}Y
zAJ_HOX{aq^E%oIQZ*C;)?_eIc1|ezVRbHV@bc{kg~6
zTee@n=XWL{8M;Jpc*uf|C&Hiv(BXxxKhFFl%mg6j2%ngbM&~poA1#0NRpa7v)o*2G
z`)TaOB1HgEgLl7%{)BYf_vFcRo(^y)O#Q^?VwnxOAuNB}jkDbw3p>B84Kr2|%gA`<
z_iq<{pc-F;3csOU1u*UTzFV+0-ry%K0uqS8?S!N1z%%bfOq#1py
z%7HAdn9_U8&2Z^M?OF5lXA+e|6bd(Ju>q8w>-x1%{~L}1L97afJX;>?61}ImVzb$<
zqs`a$v{ex>LkQ@H<4W91uTJT+O4&D1rpgN6&zsvHwDBU}C=z
zhuIBbY~@t9RC&*xO~RIe86K%%I!5ba68{|P{hoxWmetGHOwZ2kzrDLVlC6SA0Q!q5eKw>|Htc|WXhK|DtLv}oLIuLW
zvkNm^?**7Oe~#ccMBcq?v*W8xe&MZA<8mI{26j(MNRU7uXZ?omui#PVpA9Ma>wUH62#L6
z1iYtCr^IKtiP1gXl`h_FYEEZh)INg~G-8zZAL~*qJYQD3u?>XFSc9}_d};Z9xnr&N
zVuuvS#4}(KDngmg?WOo%g6wA^?9JuW3T!d4UcEZuOPAfMJqEGUd!}nQA@z~++O6tD
z8#jTRpwdTL6s=H8nzU(bQj-KVCJfIIF_dOrBwV9`?IL;dWDRk5z}@QX>8?-vyACEF}7##-rj^N
z)Ep9YP?+y{pH%ve{Gfe`BPH)Mj-6#;JftiA{XM7n-CLin=Ygv%ly0-(=4+{}BrTqw3NJk6$ezwkLCe?VKmeYyKy}
zX-I~62*0PcQT~G3iIJW^zydm^IEw8~CzrPkzMf}~FhznTiR`UdE9cFFvC*15v*~T*
zg9n{b9A8ZDs8Xh|mF*JPlv@6UtGo=ZW{~zGvmU>zeQYqI`YTxG+4=`OOzisw>4_?1
z>FrSPf~A$t%MtG_3=1_4iv)oea}4?=sVP08t&TuOi4{i%@184Ew6wHP#U}RnCJH6K
z84H*WizawR39=>$K7``4!ZsdS0t-zdf`tLQrlS(*`RQ!mRSQdsixK!F^*PAG>ntjF#R=Q2K`byckgfY&Jz1qw{O_8&
zM1bld^27T}H}0>9bDIk2*WrNP9+Geg$J=05D=B;?DywK22~lklCN{PGuK7IsKe?2E
zAcgmHDJk|ndNg&Jr=Q$ZDWCxXH`g}*D2!JiCz9{x(QiJ{7&WRZ>slrYArM)Z;ggw%
zMp{m^(p5e&p*jN4MQ2jSjWxBG=X#lYdrm6ozo!28m$T>2b(3KBum@%DyDuxvzsVST
z6rGqq{P3}!5)|h>pxh>H%P!-6FM%xuJ>zFRCx6>US?aF{3?EhoASNbt#NLnT#;v!fI0mJk)H%qUixh3MC^-;;iEa{Jif&RK
zh~vfC67CSGXwT)#mrttK5`aV$guIfpUDiOU%;g)riu!Z)N-f6TZuHMRrAoU#MO?c4_qAGigxZYRX()DYt!omPj-n-
zuLk8Qg>7)WY~Cnh#zWG$KpAzGm$AxI_-l!nf$?JRFJ#@xPW}8qL!%KW>-5Isy)?Sz|3)?oN6nsLs_O9eQ;upC$AYw((R_DUE
zpZ~t(Hdt@k^g?N1YeY+V;qF1b8U{6wIgX?P1+$Q;QPuL&)J90=4L^LV@&WyN&;pqo%z)c4xtv`&OpL$Gi<
zS7E?d`QwLxySZ=IA3n4^bhyqv!85ft$bpzB+uqjd4lywT5LIXi1hWoYl7@g63xR}G
zpOTUiRaVV&ZW1e=T?;DHJQ|u_8gGIIhaz1d?d;S!)9h3;{1};6{4gPLgDF_dOA)^n
zkkXDH{EMQDg6I-cxmi4VA<{TLb;$@DfNAsx0`tDXYmyD@?b}Osm~!cYD?-UpQ1DOo
z6B&67fcVkFhgsBnsv|~}de1*;uGSayH#;ZiGVGcVE2#F7?se$dJr>Uog0T>&^Uj^?
zH@8fg)FsimDXu#>IOi0a-0)<2YoBM(gPY!vF-yz9>NX-
z#nlC|qgv*!-03#`XWOLjf0syAF9;B|K7G@0w!w|bwlJ(|V4hHbokON>-TQdw4}Iob
zhCW)p2<+zyW;R(&{w?G*hawo_`Q!BdBjLd{&gpq5Zo1X
z8C;dpwBme;|EV*|L#Gv9b#o8*Z{WuWVTEWszp4Y7_mcJzqrpl_5e@NUTqVqwFEtE_6ehs#S`A+X^+;X4M?*_K)L*^tqtKd3P};`D<{4~s397H@UkcVD{3+W)7FxO
zM+-iJ6vj1_W#e)dZ{_;EdjXK&&#I7F-Xms7XVRPvr)2+C=x4oLHn1Uu_G&SKHH@OM
zkG%XM0EX?KlR7*`kWQ&(LgT5bqT)-hF;CEQTeiH4y9RtM4(OD44l9blOLQat=dGC|+(v1Y4
zd`6#8$zzq;>9^K`mffakz!bFd&%?eb9=_GP3y(5%yf!CKTvsFS|Z@x
zQTOHT(tX;3jq)!!$CZ?tBe+U``7)G(*KWn_M4g^(6U~<*t{J)eO#;6A2_HTz8`b_m
z+xc;qEy5j%j-s#PjlNKOHapbR8nL~Qfz!f?MqR8cCUgK6u5O>1H;4GjCfzIRLN;b!
z=|YP(YOk#po3yEd$kW#AcwSiuMf%M(8M1JQ!-_^W9!zlky{X^CmF7+88Iy>;&Npn+
zD_5Khgg+E{FVeQAq2QroJ1S@ag)JYuUpHhX6D&RZ_U&--T=+(IPmfnu&%R^1q`%gK
z4CcJvM#HDrEmJlmf2c1x@L=+71Odt1E$1C(>jGb7W^UMgk9I1ekb<4clfj?VTZm_|
znvk?Q=gNDhY5ex#!MI^%`P=JAbW7I|%-e$+&{TDyJ{4=rN-~RM%bb{$StD>)UJTHX
zHz)ivHKCRD5r^3)?taVs-Scyo^^=rbhF=8`{$_K}YE-y;4ff?glF+J==Z-UY;6
z(@fDnLCMvy^5di4aw(rtUMdVf#G!{nGcS+*Jz@BTMq?qs2LuFZ2V!N(s2tUCPpTWD
zF)sFU5mkaVEO=)S;>EdK^*0t5jkjOfz1
zYv10zGsDd6eKKeldzpp>_*|-6d3)wmhb^F419xrW|3+(G)!w`CH#{$q@TJIoPOF>r{y#gT57Y9m
z2D2SMVS*PfdxV!8D^9U_Q$P~@{!b~(z{I{EuS76ZG
zXIb;yK@xF)Dn?;-JYdkEBo+g6(i@ots6mZ*XSlTaXB$)F+Ur}~C&?Hk48EWNORa3Q
zvQ^CY96j0t>TvlFml`?KpgOfSEz&P)+I>TIGsBZbTXEH`tgw*h&TPw))Q$sy*{Ld~
zEDzXYj>wcrr?A2Do)S$}sf
zp20aySt<^(#zp|ZM@wpOp}6~~kqVIJJ&EidePJ0)5()0%qeoFabprK$=zhf(JBWwT
zFLKh;rBRw&H*g#K$)#8W*Gd%p3ZqFEE#}IY(}ATEi+UjQqBKkd=UUBOp>$Ycd^1L-
z+VrcZt?i2xX?`X%#ocs6jtxn05}y&Ggf#ski|v|ry08+UYHLbtps1|UjaDwADFgx=
zz5K#Boo!zYNQQ?7?p_(=u@7c5GUY|-n
znV^4J@v@swA~x|M>cx(2EHEjL=7zaO+zPE3Gep!GQ)-POj$OCONxvJXPgmU1TneD9Ru*TFmbiazMx1r6^e9<=unI@uP!{({gf71iCM~0J`?ywr$?V
zD!k;|k^R8@#L{1AM5viH+Y)(IArOP~=@z3t2VAv&1FD|k%f51D$S|DA7Ja`!UjuSF
zW^633P027R1Lw7V`?&I*OKsG^?i*_y{{cqveVx`Na)p57q*!!JAm*3(JRQFbBB=S;uAp
z@$$q4pR6=&7+*$gN*%M+_CmKNj@M1?>Jy0{;^Rl1-M4m3FFldcm5cJLqkOL@pkDm62O{$(aU^^t@b$O
zrgPHUa@|1rLa`+H|DwMS*FB{O8P#>L@r9`e|9`}{ahRD{drd#~kNuXov3MMp5-$gz
z%_p0V?69;PKp|N7jrGan00YikI#3v3=U>9wU^!ZKJt(WS>H~SiDNbJ+@6f1$>UJdu
zEGbp4viY!SNkdKhfKl?Oc)W>2n^oqU3>|6tb(Zf8?K?(g+@nisYNO(Ya;^E6WC
zSWbUjT-=Mrx8TC9y2v-~)PcJKT?6#?<7f)(^YGiV4ZVtLixS%zT+kW_)%X->zlNQ{
zV+O`-O#ZvXUyr}j2T62?6h~2>Ara%)|HnG=n^w`%aw&-@Nx2d8kVHsJOV{KrS(PXb
z)MP%lfB|k=MoCf2B>{TArb;D*&pnzsN^=nu6>uohu_AVqi?x~jeP-FZ@VFveXrV`2
zM$SCcyPE_bmc=XMuPVMuO-%q&6mUI9@!R+BVi8C67iqUQ&DWd$>hz@&+c#5j=B7wmJ)NTEe@`eElv2fk}?@o!;9S3{d
z`Z^=C?&r@e=mPVj_}|S<&CFEDkyY18mfl8Cyat;CDpDqC_mUZqeP9x~kjMvPTbaFNacylY{10z-RRq%X%&%D-a;j{b_>|1
z#Uwqdh9_29R&J}rE@-NWleOhAu0G@eTKj7|GI>|bTAa4N^YEca`}+)(bBg=ikoF8U
zsS4f;{e@b*^O~pu2nlyH$^o_aw}r|Beo$~nzpD%VM7hYnR6qFDemuZbpL4aO!=H_a
z!#lM`g?Pl^bvMdt-0H^AmiqAKCKS)2
zqP&?IL?y0=<`PBAZlE@M=XQ4a!Wsq*=GeNP*Iy+?(t!*ZFkt++P9AG?n1mx3fVzl%
ztzco|)+cMNs^XF}_`4;v)4N@<@rV+TI^B+(X}11ZmfIo&gTog3E^rjI8*{&=j(RPs
zDqRCiR=ns3mdASx0hmUvzhQ740YWg`6ai1^=WEE*q5yfZ^$BDiyA+frPV9|Doqk}o
z^nRIlD%938peRm_H6i)+A_h&-K0O64QSsR8!HnZ@ws*iXk=y{Y-)YSBo~?0p@qtaPlf6
z?H7keF1xj;1$P?3Va`vtTs?ZC$TK?Qqp09vPsPQJC
zua7XaXUvHEp9NJl_tg`$m()X1-Y33loJX7`DJh9ajn>g?`PdXTqTKj2SK(0cLv?g{
z!?d*I5Yq|OIDs@HiDTA<5d=hM5w47vh9FrEILv@QBo&!NJVHobY7*fqSi(6Lny|AE
zgcyXDSo+{Wj@N9oSOzQUk4Bd$t~wbUPFNtBgapt*s(rzMks>T
z+Ne*RIuJ6pbLY-k`d1K~`zUxe%hGo2X37ADVCl{U1>P<0^(AHV3K}n$m)3*I38MkI
z6ll9XT()OOtV3?!_5&BTb528E(v=eJwUx{ylR(`+g@L8x8*!eDm2V`|d
zQ2N+%cKB4`OUA*~bmZ~gtQK(wsaDvrflm;s37(AyE32R&>K73eufBl|4QsP?yXz@#Dqf=z*&bCcR7bw6~K;hwBR@>U9PT8V$
zpXAP`0WA8=DHpQ332Re(qHRNylN-K7hL!B1-4rzexR=Cx$Cen4JOa0*nS*tsXy9O-
zr(6yyWZGpfS`(oy!?wCZRYC0E#Qo|k&)i|AP_XV~MIUbZx%1}>?Z#xHA3?=BYSU>@
zN~Y6aM=aCWNejLip_P~qdJ@n7V@qG|Q}*+nW8)Dw60rGQRtN=;6IEX`G&atn;b_Pd~<-2sX5PZ|j?z
z-F8Nn#&&hCihkhy9^pZEf_2i78;jeJVj#i7yt3EKro>Sw*#J{$H`b~fELyY=xKmC}
zPQpz7x&MU=t&8F&zl<*|b#7czoT;rfXWqQzq$DY**=jAV+D-xBT_ShV_oN>fWgnCb;7z-~!Oo?FCQ-?&(QPU=AES
z-OPS(QD4jEpi?JL?i0$p=g&JnfBxLSt8>68q~OafZ71verc~uY|4@5#?}4W$H6C*t
z8A<8X^(bP9qZFe{PnYQoWY^+8%h9)r9?5Ydc!~M>7%10Eo{!W{+RQXWlfw!lw`@RkP5p_RzrT#*bP&1Qz
zCb_1ezL!D|T{Dju5$#hnYwvu$;V1Qc^@bl;{64&}P@(CQ&0Hnj{`bmSTxQ(XR^C;0
z&h=Gnq3f%rvBA!Dsf@U{pLG%K*tD%*I(JvlK1WwD7i4i=brb_lkmBWOSU
zsb6pyea$h%mMy5?^vov4<4ZG^uxEmeq8(V?J&Fvvss79`=H95a>|b2Bi<#nH?Y-if
ze=af?7_-y|ZIbdMfaX|J;BfZo3UZ1)gq
ziNUdKfRu043|Gk=jYgVT1T3aPrgR
zt)-Z)lgzzdA#f%Dretn{;)%4?91|bi#N3f&+ekb}u3WvE#G3+_qV&`y3ln7+HeJ$F
zmZKM95svhDKW_sqXiriFxQ@`bpyA!afiAzk2+`T)m>4-hYQOoVsTbH4$_7*dVp%fF
z+-R$#VJvF!f`RYA|U|_a1cr^f%UwQ1OiTFmQ~`>@*Y0A2z;cOK^ZdQxzKBp%Akym)dCr(
z*&P?>;hn21+*BeX$6x*LYReEr5s=Y3wQ_z(OL@8Q(YxX5z+MMYi3=eP^KQ~Kko5br
zLQV6+*LIWuA+kw#l_)~VEn(ml&f*Om7No59~%&{G5hwxk=;ckXncQ;~qf
zvy8UyD>r1w@t`2FC&C)liKuo-4NRj+ao-6u7l}s__5p)Rw@!t(^dj^XQ;Pzpi5eI_
z(*XEL~LNA&N4D7WV7R>|J(7cLG>XhcbRR93%LOweL6(_V?
zlo@)+Cxu27dm2_)c5*^P&khNDIyOs7%LJU2V6sF(N-{QHx>Pi3Vpt{uuy`n^n>|S4Gyv)pZymN$Q1p&~`knTI66e(bOV_S)0SG3*RawVE*@lWHdFYt{B_)Hd;L%0p}j;<28$pjyag7@NH1?inCvik#018>CkxD^
zwxO*c5)leSlZZ|SHQr2w-jo7m&6gq|7w6FRi^&1eI(~yf;R+#e>P~;&fjm81S67M`
zD=EQuqSM`AvxY0Eq)XWP9@8V+RMmYuPD}A^AyhqdRY0I#r%v^!i9`A;@P7lQwY
zG0mco;)|LiZyc(am)ph(GFiFuC_jO*)i-}PReyTYVD!x=UO`EhoiP%*cOLlN?T=q}
z51<1EXu6R7<)&@#ECLCF5}MnZ&-)d0d$z}GvNI|{Ap^0vX_**s4KJKX>KGi8JBq>|
z8WycKZl?C{{tBK3tdeF#7b?E?Z*_bLyA6^sL>LdiCXNFFIHpWA$p_+VL|d(>o_wf;
zro5{JQt7Owk7Q5~ji+?|LRfI2?s1mwr09ZR*b1gE=O8HNe>mm)C^Wc4U{Qj2A+|}h
zE}#6R>_B6sZ(G}fZTpFno0$7$=wtWX%d;5MA5R^Jwy*P^-H@~F`qiE}e|~52wds4z
zEG%Fw2SHV#-?G_RM?e$v*)W4*bQ@%t&nGl3!srVN92uSzr&D!xzx+ry<~XnOD+H+t%pvvmyW8BkR1xLf_A^Ocgixij`ymsQFw@3
zCEhwDhVjakJ?Kt}Dws^kP%L}J#?Fwq)h)H@gwvwI8_s!-A9Q5jt6&`?riQ0YzM?0S
z0OpdKnCOKddlod}RGP`7G`e%<&Qu(&BFJmHvhm%^;tc|d|9O&zeSAu1KkT-(Q9$PQ$mKUsL_+VxS$q(jCua@sEM*w1eZGDL5Eba~5ejU5Zi%2S
zY3ioQf5O=J2=|k5Mq@xOi01MuS3lzYLfD?UNAVbQXoTX5?9i^$t0^!o^~AQe)P#hK
zuactmu52qn#1=@20UVTtOZse*^sT!O8}HUU{FOFRIFC&OwnCA57L`eG`t0HP@`Gl$
z{QCz-CdeMAjAdH#&a0i;E=S>J5jpjF_x`;<=(nI;sn5F)nHE61pLleJN3+wIao@$j
z9}+5q6^DIoSw8TkqQWXX>pPv`g0ZLWetU%7qaU!-8R=u+%;OMqGB|oi>O%MO69~GF
zD|W_Z(g5D|k{E9!o=~7|9v9KSVd+~Fs#
zn5iuYH8tTc>@cfjUV9Pp=g=b`V_i=PtptSJ3+00)_rwck+!6*e*jj@P7SM09Ef)fLbrR)s3Hi*aLpct-8
zXyyagsxOT&?KH;fo+2_76dblS^|E=n^BDU7*898il(kitBiz(FONpV&|EH%jkIOlY
z+W3QzC8UUi6tWXaNZJ&sL?LTrkO-MFmP|>jkaY+ZH4<4$GKP}0StgYV#h@&u7;6cs
z_j~4@_npuDGlM+O?|0v4xvuM6hmBtL;z+@>E&_jvPfUCtI5o2=0pwv;q-z&s<1th#
z0IqSg(bHun8BZMAxy&aecvbf~F=Nijxe4q4L=9`lkJpX~uGtUFE`=$A196NJ-x473
z0jQ-2KlwJ}Fsv=4>Eoct2^sH83E=(a;U0vUVkxY0Wmb|M)sM=cyH9tI4X;d*3*%mGK(TJd&cL3@fIW~#vPyjbA8%z>hA&UB}kV6|{rB%M&=
z9d}K&q}%f8X@gmhfN1g-=0@_lpcaM&1_TuFhbMPZ66@=z_$!XHJIsO+n8gfQpZQ)WVYK^J$|Gw>uJP&D`8|7@*oU8tiSZ}v+aW%Sp$nQpTJ};e=JwjlZ+++Zp;Sf!
z?aOA^*t9i3XGp`~l`~-M*a*ZTr--5Bp7KofD2cIs9j;oEIuUYk8sm$$56zDTOVR+e
z&pV{QEyVry6lH%?k^GR7#jz-j(n(!Y)5c%BfEiHDhJQAf>6A`0H@<}4kJ~bUk<8$O5svn*c0z&p)1pPDw9Y{WwXG(cB(n~Y`?u3x-;YiDVY^8=GjZJHJdEzs-Sa2fqx
zhG(6=B;Luz+d~Z6;~g-W%?-!7vg0U9t=D+X1)`uVaDLXGAA>lPUtPrhOG2=<)
zEtcTF&q@$?1(>$qKdpn9KTf~);BZ!n#)%Ix9&=ax{Oo!&unw`s6R8~o3`OLj6~qJn
zpr8xIj9E(P88C9>UMdPyhlw@Q?CsC>i?($t$^{MAMcUal`*@+7sJdjr9teQSg?;r=
zU{~=_4{xr<=tK@!rd?NqDBxjopOMs@z!MCYnBo7SLNXEKE+*Y$?BD%lQMha2rtTZN
zYfLKx*!XRr!*;_j;UCvLiQl9p(e~ZDX~@Cvef6Ql7F&+$=#U3>8_WoOtM<+I$;r~(Uy*zePdpGt9qKNfO>Pr;FH>99!ib}3YG5OUU
z3HeG#ynT-R5=tu4&z_!SsHa-UhV9-wVyYq=5NwggU0GY+-20!$5%dkym)qs#=IQ^L
zceXryP@9evo_XH$F1ndf?Eg+@DTs}vFpqAb9b7z4n8Y0ZvW`I>KpctD65<%Fy!G(m
zAtD+!AIz=w3=9gYE>7*7Y}+d`)5_X;kX;=#cUmov{k;!ivWO;Tn!k3{
zoi*(2wMlwMR$3P%X(Yl^-OJb%UwylWBy|VjPx(|E@x`_!WU6>rp?lpAa
zxGF5)cZ)!9sm(~QDhKqjy0m}d>hkB+tNZA$rVdpZcOI$m+3({cZ)RHayZR_J@Zq@R8l_4>Q3?K6KyLh-%~w0Pq3Y%
z8kS>HR!2=majA{J4gMJ-znwAY07~t<--Zz`i1A`hFQPJekqEf;?2l^496mT79jV}I
zXwk)3(TmwEo5_=pQRGX?!VRy=a?{_JJ-5lQYBj8(G!|&TCV`jNu3l7J@{W2phU%dZ
z(TnVo&^=%?2{x?W;>bYXE{rs*&7jxAz<&d-%qSItHL`1o85HDbPiiSZhOT~Cq
zFT1Ji(W4?FN$Eq3YvkSCDk(WY5|N+Hx$ix=gTvDoRnfZ#)m<1KmDMOL;#eaid}6ZI
zx+wP^6F1z^thO?nx^D$?`XO&ep(~f>jL&|rbVyf^1@OqVpi>!zJ5!rnIz;u`66rX`
zHDEg^G7Z{2PQ)p^Tu>g110>y#s_GU@ym9JSIWTGIvSoaiGtYjVG^wSS$;%ARc{B#>MSrEE5M+sg`m6UOxJlf98)gG>oH#h}_$qtxDn_0$iV5
zMcuH>wQX5(Wv8LTho2;zYOK5a>4J{c?ckuGdoX6DMgYtEoCYl&bPLx5>D~^H4wb)^
z=B*!{DdCLq9r1$A+iB@t172E0&+mpUo}3m+vsDY&yA!>ej~)aD5;6@(-MhRL;Pqj~P?2l=U_t8Zvea4JA*rB(HExmC+wcQ)`^t_>EZ}F^$bCbhp
z%{(2JX@6%8$9`G!|B>s6
z?nydXR4)4eI@M71dVX5P5hqC9uD-qsFG`4vQ&j%aoM|#O_sEZTatuLM0lS4P&_u@K
zd09Y&imrsxUw*NJ|k2T%;hW5eA#Zf#b_9*fOhfXET%Rq{5Q}Yj`nTz5n~@@
z&LGHrczAP@m#NT1bdt3FcRF3#9~Um{<&KKO%bR3r66rZvL11+PkLqQM@)AkH`(C6Lf#9F@4sEUZ{Gk!Szhbj5{#yzun`j}v
zRV77551(H8W&Ue|QZJ9bXws#!w9swzXXI}CxQPs%PpVwQDp_gtq%uBwlu%SW$JcSt
zfqSeQxueyN992A}RwLKJX}elYNN8?8CAH8t#U304yqpBp=bAe*pCyq4QG%DvgktLj
zr#|rj#r-GleRs$OO1&4)o|*D7Ro-5xwCB%CZ@(%wu1|i5RqUym8neb59E{H~bHKJ%
znnv)B8T?2VyR1ADw8$blyNNBHXBtl%0$lS3hN6iJaetLc8N!v6jTOQ$hzAW|N&&D;
z6<9*;xt-!f<*%K1K`R||u?XCDKu{$)m^9WeF+4}#Ea86r0=lC(!E#VUc>lBSN_F&#
z*5WW)M#>**-~r@F4`*AuJ9A^{#y?;D+E`A>-A+uE$aTu>4$(V3DRjH$=O!DY
zvRwCsl~k&jfCmgTEoe%JfW%uubm|8BBGbs=HOBzRUAEMA;r@Fv6$ZO&ob-Gw)F9Ha5Vj9oprk*0e!!0eNqy&qhuCOGh
zXBTFnk>#|C7d)^_5_l&puowaYA7%j%il?Dc%a%#+AVSJ%K8?utq6~pOiZidkw+|f!
zSE%aq7)4(_Jzaf$RX9Kk`p(iys%tY4Sf+;#x$Y!zQ;zR}0-?8Ib%5aif-|xKZ#>Ml
zCf-#5pV<(5dziljJD1^SKG?YQgulaM*3I9t<+L3?47(QbDrn!susy#hZZ)K8+CH?4
zF3$b57_>xIsbgr^Rn8D|_<8@dr1VfM`Z3g`2#GSYiPoqqSWF@A=zyMdL1O$bST&Uy
zZ=!GKDUlDN_?W)FzJMt`2G2TUirp&Z80=a(E1K&dJ4r;5b!C#(m}
zPs}K1i7rY7e@uHQDEsW0ycWW{XOB0WGi2d?`}ZH&V-=hOxts8+Yhuz1SYj*Tnar)i
znfY8@(vAq{M~}L4RLOCjvp;%uc{F^G9`dKwbhne1F6~E642qwcnu>OQmpJb{c%VUf
z*SL9nWA{$q^?9vA6<{A321%Qk-}|kG$HliUoV*Za&}~3^h>u*-Budn&A_ayRwWP0P
ziu*l`X&<~;G2IG2d)8xH*}!WDQ6fJ~V<~(~vLa5OoV0eB*auS8gD+rz>Cf%VL_Cv{
zFpQJ!Fmq-gXdXneLQLDCe}$m)
zv)&*eFqg>ynIy(x3MnEiQ%kB#!|407ZogW)&^_wW{qDhiHgyzFg5NsYeNKGnVv&{z
zbLBK=&J@xDGwZ{csP7HHL-(ZGvQ?`YPEPxGJun^eU
z@?qzgCk0a`cK-KQ1+1E&-}ZU_j!qj&9rLBcCnf(KU9ka2n0tQBT6ncx*SVxvPtc7+
zdzS$8<5+gVX}AYaYtFreUufyM033EVc%ac6-Y1BZ4RMr^VBz%q>v)=>v?ybb
z>ag3YVd*`(ci#hc91^0uiM5+CA@rZQKZ%!NaM{BA_if6jd^0R}b+2@MwbroFiVzk@R
zf>Cha-~M7#@her;w@=cJkWys@)3|7)9rsY0%8Vdomh;6}qc}-hJ@KYL@oO&^^{n`X
z9fCi3h5YQQ-`vLMWR#JoKXF%F&O<^7La))amV}PX!*U)pSByHtlm(HZn<@f+4yjuF
zdkKvIP_8EP>#7sf7mK7=x|;n*j?7y#J~}066_HuC0x+@sX~sYwWK1)bE$e?ry;J3A
zkS1OF^!wrA+wF==tSR)0(|vs*<&Qsmw&*ak`UzjAIH?_{TEN({fOjRUA}|MiO|K)+
z7KpI>+OHisjL_P+j%fFP(f3jkAwiCwO#Z2=vZCz(!vN0v58mVvzh;W$I9m3|5celV
zAfcldU01MZt+klc1qZhd(^U6J?{;cfJqlX^9X58JVdiB0kX;Vi(D|L>3-G0kniM5U~ZotgAU`a{e`+?o@3k6zLpVC>G)K
z3sEca*ye;ee5q>Z&dre+=(sLyO<#R~V$4DNM+vcSKWv)CiE*D~Wc>C^cE~Pp-x|yO
z(1nLMtrSK|WE^p!KxG^*7Cg*RiAF$-ruOb_4v3~O_;QDUDm*hZ=XzgpIzy&Xg(dy}
zsu>-{tq!fBIE5tw$nVfJXsZ~(ORTT27e}AkE~?@jl5%cqujh6R$s0=3$`B4J{CL`^
zGA?`&OC7uo_C!Z_1RUwwvWNmg*Jx@_g`%7P6iYKFG0h;12S7pMsvXX>(PF%OHqfHV
zf*=YV5jTSL1z_JD-UeS79kl<~Je
zuE+-mfh&LYs&0m5&X4KL#G6{m;owX>994rpUou<2e#ar9FmDus^wY#wxCi;V63TI&a%w?1IEF8Q?Fzq}n(8P-9PlyB-bL
zb?46NM@C00x1yAxHbVExqS7AAMtQ7SB_dqr2p7=+%4{FAyCL$vDNrwCh>Eq}HniU6
z41ZBdaPGF^Za{&W$YND79Qx}nz|=Fkj%|>TitD%+o91bimXypqX=fR5`t+d4u}ilU
zeyL@YEHCDwOMg-HQ?t7QU&_fmQiSG$f9rN3dmAuhNEW0K`qCJ+autOPv^V4cXqxx
z(n_I?L{wl+%2)iXcF;D;mN`@5{qK%{Cz2KU#&|&ZF-9V16C_+dB~MG7w$KoXD3j`a
z5-CHG_}y~Q0g-2z{{5v>LE@@FJ^uFk;A{EisiPZyY+iO0p?Y;$%HXg~suL7EJDFT<
ztE{{zw<~t}G+(cY(c>zO@T(;Q3M$V_lgV7T=pA@_y++pi8MDe6?(V1U(@vr>2;hDK8bB9ZiW5>*M(kfg5CtC81t%S!nt#C
zM3n+$uYwp6M{Z(kPiV3xOf)&KNvX0^pD@OS8uGcj+r|(Q$`F
z{myBZv3S;D@QY0kdNINI55Xh_=Pe1=J$*`bIdm+U0>sMbP)haAvu&FS3T4+1Y_o_*i!IctxKX
zPcMI_YdLx@6be>C90Q)8AQ(8p2)S`C$ye}{J44*vJrM5fFIs7(Kp$?pu|04yzmX$Tg&5E{bZA^IqIeTQmrH=zOQIqB=(ZX1nR{yt0X4`3`f
z59ghBo(o2KR#*xz?w+m^YIGPMFG{qTE(PMMqy=F|ekJw6+@M+{ZyuUj|LFL>c&KyIOWOQv-GUX1nyz}PikSGAl<)Rg*1zzQ}@
zYvRI^!EH~%)?;qe+``pvqcvwuJ2@<>WPHP#Tugf4=O(yRjEebJJ(ZEO5ebU;?f`r4
zB9SgeGj$nGLfrE}p7?+lJ`o_=qYP{HzF^c!hE}NvlLt)pxagszpnDVLBQtr^E(VJj
zUVOZ|cmLXYvwvp!+QwhGCw!?OxOzp$r;$9N_n$vo!mW?iRN?!|#2Hw;l6YBBap^X!-gKGn${Mdmv7cW
zk3^zaqngwccn<;eFv81|XDboH>qCM+++=Ayo9qaxB5KO@t7s#Ve4Bn1aVd4BoI+`P
zxwJQOa;z#-E9RfMmU27&rAfuw#t!wZ?nmEzy0{_xvpJ+cEp;bVklMI?+Xw8KEPbt5
zC^6VTf)OJiULa+|RsheW^)yly;8bt2wKX4dWwpnQ(csm)7o^m@ew~3w61vm)6bD&g
zz#Z5H7Fy+FJ!J2xlP7~&K|D^Q!gbuS^-XDK9zJ@MdFxi2^oEb^kbt&DdrBoXpOJEn
zVe|c%+XbQup+{fB0G9Yf{Wjc1&cpGTnC6JAGQdWT6}l-Dbj@aP3T$-lc&yGUP`HMd
z>S0T^Hx&h~ar!Zq;y_2{A{anr8+Z_8r|!Ukp;C2eUZq(2n{c*p{Tz&ejn>XFwr));yo0@twFE^`(50XXj+yQ!2
zqcvQ)IU<*B#3AXvmz(^k^5kSUg`~6%{xtIX%0&}el!b|oahYw+Jj-F+LO`Hga+uc+
zUnZ2~L(lp$;ukF
zW;93(eSdgg(r)2LCp5(6TIz3OVtC{6=oC+!n<)=6leb<#u8+(gI%J6S=$q2NuQ_B4
zh$Tl=uC0U#)J->l0=WzpsBAWS-aTy4j)7U4$z00XT`(-Ete6Gwngkja_E>@q<=gkH
zr&})e?^bzU?8~T%u2XP~pv&b0Gw7|2r>5`*ryRA~p;qCB#oqmSh4qt$F10yE)2!wj
zd;EPR?k3g#Jy*48VG*MI11e=lW4{M+P|lx*4Y+4}qrV$eb#B{M&YR1guCpo`F9+ij_M&Q*<oO!t64Rd{;pD
zl+tXd;$>}Z>F43JBEgt$K1umZP^vZd9wS&wGI!4{%K%bd`uz{C3!J|-9lqAk$QNl(
z1R3={b!QV{t6A{|zF~Q50OZ#fV+nR*a!kvZNJLc_3}4T6dCcylv=M%XH6{VLJc{qE
zl1%fdc!tW}yX)q2?PzBZXqJ5aBPi;5^bU#~>K|?8=Fpq^P=)9=B(9^k>%|`U_6kYD
z08skAjSYHT3pDiHo9eD@nXcTfT_()I9-1)_G%_kMTuH>MHhvrZqrEM*eR`0gF-?ok
z-)AGsCwte#tMzObUgrFEr269zv3RbuWTsUXmPivtQVJc!Y?v#Yt+viz(G#QdEU212
z+4L=W62KnLcIKlUKM1?s
zZCF=e;NKmbLWY}pp^1#}$n+A$WHyIh5K*y~1H*D%I#C`kjWhJ)w#eZ?uoOE`uC2uN
z>xnnG#W?rs3NgvfpyNQ=(#qla`+qP27kfP|{CeSv6;LaTs>q64AlK5d@M*hY8)$n0
z5zJx>MafJulL?){XOHJSzdtDaQGCT0wct-5um93Tb21iQT+0tQnYz*xi?1H{DT&W4
zqH!LoO#VOFR5MgQGtC*=kq^IkdHoco3RptIz7BM5~s#Q$@$$w!Z}@
z#6HS66gP2gwn)*9WN=^#&{;5x8u`)}cZCX8rkjIdk9y^5cbZ9bC7#CVrNt@zZZOIy
zG|L-o2I-qu?F)p7PKyOr;myU8iBk;EUsTn|s(ARm<%c`a6En|_zHU9{ywUL1;R(}D
zM4H?!Uu$$UJ;>K0G&EfkHzw>3bomhJa7v>6m$^c*hhVHpP+2M~*NUuAS*1!o{l0qR
z#1l+g)Bufn2g<+Cp
zMUPOP_T|YodZRn`8vz@ggW4)y9d&_J1+s4*Xg)n5C!uaG0>$RMSjyq&?^buH?5%K_
zZqUi&`BNw$ahqXH1UP^0yftZo06j9-Ew$CJ*lSr%nxy|OJGomEaB>WzzyPr0a$JTu
zWA)jVF3V`#xC)ZCRKbHE4pnY0kO*2x!C>S-Vm*R|Q%6`ItWI~HP;Tq*$MU)2D+@y{
zW7G_Qx&xV8(={;YLO%!hah`05vLV>1t7mBj=BWYJg%VvXrd
zt#3@&*rZi|Bb1nLG<+2KXV8JRiUOL}uKk`cP>bkCNmR6yM*)bCJJPi0Kz*-;_7;ax
zLEb4P2(jt>Cg@1tCCh>d7kjKuS@5pb1HKN9meNtRy
z8A_3|>HM{CZDn~CRD|S5mibm$8u(5BaY4_TnK950td-
zr49Vtq5MC`9zCdKGHQ*scXwY_H!W*OPEJn3WCBp?U$bZ?q2!Y*+;)Fx-79Fy${xPY
z7Ds9o)`t!9$193x84?z@WMHtr_OUBhG+8ewcK$N2#7KZteByCR9Sgvpy?`Q^b60EkfR&*6YmufY4EoKXX%45Z>`JR4v5LNV1p6Ldr9O!2
zJ@NG60XpNhs&(${e72N2_BpdC)~HKh_x&J##Vn<&G`Z5HI8&=b<+}juMFzXC>_|U!
zVfMifE{qom#)wir#Vp4KS}nE^QmMLI6X9&!&L$aTQf#O>`-j7f8O@<%6j!oaF=ymx
zqGqu&+i+#?FTcNEh2a7!$v!+2!Y^LrezyIePw$`a#|#Z3w48glHh8t>DapgCJl_|8
zdIgnE)~hJjq1GsjgeH~~gU1Gkas(N;0a%{R)P975pMAnsMsRKyvA(dLE#L*KR%
z9N8JLQe1{GOp^Ch_Z1j}|9#U$
zIo~!gqBPz{xU8VZ^s4rnJ7-QgjUoR};Rh>Uf%;WIPXfA(2g{D==2fP7-^4?eK&a0<
zJvQUiF{eSQnwr}=j>!i5E>B;|&S~(^agX|6dLAC{POz54p8t6PHN?7%F^N(B8YT5B
zM<34J)c^8>t^fNlgEPN=ab+ZldPWutu$65h+CHKGu$vb4k>)jkcu2=7Bhlzcv$C?D
z5jSiDY&LJhu1}dnBQ9TLun2c;MMLGprc=o(Wj$t=y{8P%+^D&s@t)%`j|My(|Ld8S
zHT2Zda_`+
zI53zl3=2vnXpG0aYz<;pi@CoPF
z=b^N_BK6#Cc^A!BH;nzipLO?6fVMJ>xsVuOlM
zS{2%zp3dAj2v$S}y=hRTc94@XwS<_Lk?&7y17Wb-_(f

literal 58362
zcmeFaXHZq!+9ry5n~s37?&|a1)AvW$t?rMiQyW=p%{AwkW4!N^#yoD)SH-q&qS-`2L9tc*
zl86ii#o8naiq%Sgt;b((_A=7oKWlHD7nl1BKlXp=KE}T{T3k}TMM1G$i~Mg@v~ZLm
z1;u^}aglR!cY=o6@2bhyFD;KvpZ;8NM4Ro&o9`xFPj|CvzmhfjV#s%vH*i6vfw#(R
zQ*`^Os=6zGtR;RMZ8PLeGrmT{#^>8B?RO!PPwv&4H<9;?mlnH5gE-4?Ngsb9TkzU@
z!*;#+^v0#3{Kf;bX$>tb#mBd-!pY$0>L<09fBZ_(cwzPCfBe;R?cTqC3!>S0?C;{Te6PE7{qIi~y?a))dgX7f(PL5F_!g$8cu1#O2FA
z%_a>wR)Z#=s`OK}b#x?HV}uLcsW@XUdeRKky^}R`y{UNA$bPy0;iE^a0s?ty#YtRx
zpY~+u<_?xKIvpF9rl5E#f^l{(JofzKZP{`?1A|Hvo})rSOMAs8`nc?-Oom%Cr9OWA
z7(sveoocGS=V$#}&osltyg7z&Yd?V|pz+T|ghfGfO-|gM^f?ZW1
z?4l>z%Hf%_{jAB|ZfMQ7%goEqHy=={c$gWA^&x+A2qm1e-R0O~<>bU2QxX8X7b_CNImp=wstmGh?)hT_Wgr
zQGDkRTe*feG~7mQ6Ui=GO$&E3m2+;tyBfsz_THKee%42>Mo0$o(C}NE7`l%6|1hcC
zz~0^6ead=BDgVzG{<%KkW#yJG3W|}N#}2HeXsefzk*SMSoB{-Jr0e$Xv?0mcluSY#wRAyl+A2@RP5Z!D5Uo6*|YJfDFtcir>}TSV{m0{
zw}U$E|9GCU9y+3_sX048AL}qb)ski?`)rt=-RjJ(UXL1)frWjj_%MM*2sOglyRFz+5H=2J~QBe`^XpLOB
zDDmsFeriL4y78^g1NE`>$vR@>Zohv0Iz~A)@}f6G{I@76et~Ik;ic$v57x6XGm9`V
zFl^emvG)7>2kGXWLb(}!i*NDy*hibGVlawqvXLHa@-g958h6g&YJ9>m=&YC!7>!L^
zw$v5fTVsWZysQ1W&rE-qw=Pd$ecs($>N&SRMw<0~2`0mR>C$7|=W9bkTZ^TQjACd`
z-Pmt#Zr*;YTF`bVx%~D}6PN3-RPdRI+Ay(L>){sik+Wx=ThfiAI16SzB$%E%cTfNG
z%eO9DX=6;9Q^@&zC@!A-UA*0Ra-iNPVJRr-*s45hIyLivcY3Esu-J5|U8*b}35R%1
z6{Q57$tOktsDH}@+_K2bw39jl7+s6w6F?!##}e_q~7
z$0uz!HB_5r*+a+Bm}($p+MFU9%x|Mm{aR4I!2YiISF9FtKY#xCK^9ZK-E>3tt-guH
z>CU64Pb(+pjbC=tX-m?2KrR|*^vVWtD&ZA2?+^j>}Qf1;*`T0;#Fg@-kx}R%4=x6j+6>Xh>kuYxbVBUL5K{w_?f%o
z;jisRPK%0(#a?jTwrSh82F}8TP+Ugzt-dd|)9p5sO*-Dqr8mdAMFnTRKbXVBtdEeO
z%Ff9d5MG}3*0B9`NIlEqy_t1&?r1@5)N9+zW@css4e^0Y2M^+0xX4AP8dNKU2sy-=
zb~-IPY^6UVhk`)f5+nC66jwc@kesY)9t?mowgl#7xiOsFjmN6F4}%}{8L3mO}O~;H0{z&
z@tTDiOG`@)Q-QqZ3c1$9x2J}btwuZ4F*j=y)N@ZcE!jszL>Sh`$Q!j~CAZIZ+77Zi
z;ARfghPk3Fzj*yRfw$9Mw%nUhG1IJl4;59ED}(JNDWTc$hD6Q8b({D0|M>V^CHv;j
zt)pUE!b>w@`d@kfj`y4jij1<3Fbd~@}w;8Lj5al=8P_`606&5T`sRjy3*lHdN4GWvZ+%Yb8+1j{xcMV06sR0Fr1yw8Fq^^v`JXW-3
zJ2j?GS+(%8i7eIb-8wI?u=EtnkDR>vTEI}&KP1E)=dw>fwOJ|4;;njN-m_V`k=#tLdLVf9N$Nut2V1!iAxpl+FI>GaW#=HX@(G;wwYpi~Cu)I2E{a
z$Byf3*RG|e;?zjpnL7B|*C>awQjab;HLhISZT8RP$}q
zySlrzC;DrPyVBK+t6p)teAGSh`cAi-b~^8tVrqdqN#tDmLYz8O{DOl`vvPB3F>%XY
z3)-2q2ro{2BX4)vMsLKPd-La$Yq1LK#U?zojP}3pNzRwLQ_-?K{}?SF>u34%6Q%K8
zZS7EUFlT29o#~PGhVg|3`!KWi9G7Mj9^73|tHFlmpeVE-a?A|#PK~(1%8H8P7`EcX
zj(odTkKhknr%ak^jt5qi8H70KQ@dzw*>|Gkc)*p5Xt2p&RA*=e1q6n=>AAEYlJ6;J
zu=^Y-z`{~yVQI;=ms7(;_H|&Ov52VXKCJSxWS#OjJ)BSJD{f6+a`%E58fX9DYV?;uU3
zKW8Eun;|OF8M~=C0=}e#7v;9noT^FDtE@{mR?Ow<85v2yJd3>&Z~|T9Y2=lF(7HOg
z(vp(4Iw6%c8@AOsOt%}z`uX}Y3kwUgt7X;XsNF30qF2c@3kFPzC~%l>Nt*^9lacX3
z^L(RM>8CvE%6#|E9loGdR>KB)rzS=_J4g1ZOc}U8d6GiQ`C$E4pWBlfO1={Xd-P|I
zDGAY1Q26fk+p(Hr#K?6U{Z~@oZ6}TBh3u8kDKg(J|Mb@!^5P1(vaR!~LG$w%*{G|T
z$Al_71${FLfVpMZyQjYZ5Kwixk?nIz8t37|I8s$&;^WlIiGln9WtaS&tw8MS$@WclU1<&kj=3(Zy{Sn)x2t(cO1rVSaX&
zm5uE(y2dwrwbf|;v`YDTGqZ%^pRfJ;a*Z1~j2Zpb8pz4{k{hNFuksFaf_HImwd$~f
zK&MZK|A+hc?=!0}(ygM9enlAIh|2u*sN!=LN#DT0Sb{Qi%Dn)&{oUQ&x6$#v!Swjq
z*T*j~1#ppk6l42>`O(9NZ7J03wA}n>LYU>FrQa$oqHsIR{`9BeH4F0NP>;D5c2V5N
z-ob(U&hP8_Q!U0k^StWSk&=OR8K$c0**8VE3;cFwaGcRX_y1_ZW89iydRao^)}78x
z)#GfR>n8_<#W*wzOxVe{ebi-Z$QJ;(VKyB9@liAbbEEXtJw5S+wi|m}0H|I(eflOT
z>A1uA$HUeqTaQ%_x9ro}>vyyAC9C25hfSkldRp00jj^epmvWQ~3JPeBUw77Un3UJk
z*KawL#7w~Z_~c}Lz)6F;D5(&p#L6<8%^9ozV-`-=(dwo1-u(R|b4{@Sq8k)!+fpT#_{2Vb20CM9e*+>-w4q=6TK
zAZ=}GRe`*TN{d%s9zRFLp_XK}q|rpWbXr=PcKPjmrHI(+l;7igVhf9ldM5&W{rwL!
zGKL7>)~M9~-e@P$i3w64Cbse~nSX&b&?6goP|)LT6c?
zi=#}Z#H!|6o4U;#cjRR=|H5@I7AGq!`TZ5IoLZJJ0+6z8T7=CD9Ead}U={g*6MAX(
zvp0={F)`Df#HNN@qu#vPpZnv*?OW4T&rm=sk9%mhOGvb;KD!aEk)IPD`ur&YeCQ{)
zN7_!at7cpQpS#)gB}J~b_7Ai~zi+KC|
zu#|$WZ4P+q1d7t9sw&Af>$hZ?-Ap>-HKGHA(e99Dzuw&X7)DANuSny)F^Y)^adF22
zBjQ<}zpJP&om3K%J=B~yqA+)G`X?}f-;bGnYrr;$+|rf~nxjYUqW*QiprHElTw~$o
zHqFKab;`YaBhh_~(IKrTc~726a@rVE$VLE&Ga*W$KE5x_3IypXznJA+y`^%4NLF)6Hi
z;^N|G9OlyIrbo^5y-{6dfIKE@#TX4o+OoIJ&yD1c#@Pu4^I3i{qm%gBoN8bNu7LCW
z*xuf*!mwvgc(Lntf4(J5oqaCXei#f`AN}RPIy9JA==b9e;|XXG%q!hV1rsu@_e<~!
z8L=7dh*3%owH|4EH!*R0a=29y8jtlIwQH$IFme-U@&oTTFxEM*T64c|bY@*FME(Mt7=wBp0}M!5c~80b
zQFeAoe@@Me5w}C)LPA17$pI%$o}>hYsi?S=os|`BH$4)gSy({0Uqn0uQo^Q{96
z?+`O{Gyvy7Q*sy~fuK0_XKr5#2nfjOdu=ySyj{5McOK*gqvn(dA}Ij0S5{Y7tMKZS
zZE={aR|M*Qm6DoDZ{|V|=!I*F0c?RZ^NNU6+$K%ZsJ`+bU1`?CDyA)I;z0Th00bsp
zl9H10xYr;(!i42<8#mNpU?#@O8FBo?CJ6!abRab>VM%iT0lBQYKCA<-QwBZs3k(c|
zNE235BW*m7`Z+n;sRx^16;u-9QxT;=qU4T}04GIPtdMGf10;q64R!aEy@7L*1
z-xS$O%Oi(R0}?pMzmpL~S82d#hoY(eYBmT-Z>GhxuqJ0i*3g
z{OsyEa$p^DQCEY1{QMb##x_WMVDzC+oBszeRZb`zgU2{1C@y=hq9{@~0R_8=-sy>D
zU)yVuB@#5JwAQ{qJhW5hiiLU
z%?s0wJ0Tm9G58iKnHq~XoWyd_zjNmfHKuGqSN3L2oy(V>?4+dByL0#MKGc8SUAuO9
z0JokI82KD@xHPXAk151USh#u+e>t;NSZFxz$7vMg7o
z#M7rcit!UI_s)mhv12M}6$zc4j`LO2KtPt&g45I-92{Vh91RY6_OmHtJ`T85NK15SJfr
z+O%m84NVO27*+ORN()|UVaL2(yLV4k@pclN96`SgDsedjF(Dp-6C0yjsN`D5TP-tw
zH@k)ITorU$R?v20|J`*I7Mng3HzKPnLc(7z(@b4dM5MoPdC}a^bxoTkKv!+&@{-MP
zTed82FgY#-F*LF;u7Qy_dD;wjPtTuKn)o8;JDU$sP}sCh{Q3sD<^3Rmjwb@E{`Nn(
zAo#8PT=m+gl=YL4C6x9@j~;!jtc*=7UNJ@%N`r-+G@6^62Ws9v`1InaVoTR|p8fY8
zsdAuWTUuI1&=a!=7j_c*li*x`82(_kW)}{J)_zER@%=SORWj~9*?q6Sr5S#^JiK5b
zH`QZ>VO`|^HKs$x()|-<<
z-wjZd9?7_erJb&Pd1QEOKNrg}h%^yszk{P;GlK_kLSF#KeB^+qP*s!ax?x!zssB?v
zdz^gB+Jw@VMd{SLzjW2Sy}+hg5O@E>gCCk-3gvXhCdT9*ReY7$^&`0A`K&=I>AE#F
zHUHgLCFspM>~Rw8{fdEJ`N?AVpIb>?oP@we(60{KqO-bD`^tBfe_U$4TfA(`fg-o#
z49@(nYxgdt%xpOPk5kIp`;WI;wKlL1@Axi4y}c;-Ka8xZ^t3fa?Za?N>VSGK^KYR@
zLe+?^sHph5Z4FMQXc@jkL@!>KLmwcoTih7!$Y)L_CwllCUMoBC#|WSlZO@ujYz>7X
zikJj$+~;k?(T=O^oSafnl8y}@fAXWZ
zm&M6x`RleGPCeir(mSvgpvEb+bnTGz+`zDZ7TFnt!}|Iq=X&S-F%b!*7u-u#GVHZ4MW+`GsmT04xG|C8E~1brDaL;`_*1
zoO*R@qpHv5gep9^GLrtnJAtz64DekQ{Mmc>4N6h9#xb{)DUO+E64eebw
z{{HxTmXV^6&#;O1?AY-Juc0ASM2<{%I+45e6G)ZlTy+H6;IbgE1_=lX63_zP!N$p1
z-F25V;;v%XqbE+tz%4>0l0h-x*7~qE&>Dh4a&q#vd1}a_@J+bCgoiT|SINis)ho8t
zW|PIsl9DfOTfGZ!Hc>#gRCglUFPd^V$|ppPBd|}Px;8-e7;0fTbck?OoRkWztyiZE
zLr>^^I&$R5rN#N_Mj*NFqtr;I
zJ%!UnRLCV=Vv}^(jlPo#5hAn}2<#{o6_xl`aH)7;h$E*@H|rP1{rI7K=mu2kPBN(UMd%Os+u{i`VlOnv34cp+-g!-_V!S#{gY=OK}oQ66UsC+)H+>
z&bNdEr0Q3t_`w#`0PB}AF^SXG*7kkzLQgWB92ou?f#ZZ*DSLx;T?0a~of>)vyQBip
zLd8H_8m>Sqjgb8vw{9{qorTxq>Q
za^=X`A2$A&nx3@0Uq*}}16rE`^2W@M06x+)6I0L(92+MNaLDQB{akV&t5FmaPLj`uA4*~JO|6}8d!~~kD^aqrnzRi
zNwW<3lY)X@dooC1rnrXq*B))`0T(;DL>k>u{2iOR_lvu_<
zihJnk9g4x}7!!fP15>(>g`6LQv!PyKpWQSJEuJg|ZnHKeLQxSc5My)*w;RbWk8CIF
z6!Q2X2|vCo43vBJ^g|r~^zq}h>(}1^-!qG2K7C`%eWQ808q`Z3jPeo#5?
z=>*qHhZqbuz!(a;?QnYIP|FM=12B7Q#b0B#wet
zsKto>L;?;_x9alkY`~gEGfJLxx56zZDGS)zM9(LL91vnyzmD6yLk;8lb-VC_betoK
zE{FKs#5XDTdZFXTrCql(W*jX9oX1@^<2_n2?w9Aota>bUnXr@w)lcS)$KD6J%_`s|
zNTDD%nLlM{C%L6TTQ|n#7UBE{EPlO+7_v2gaTK;JDlt&UF$b7|G^cNdDf?`2o<
zz2UOWEFM-0;nr9Tgw5W6@E{$t7jCjqk@G4Zaj%^RFJ8*YvCP(sl+nWV<`y93FgQ(m
z5N4Slr)C0lt>*N?scc@zC9py3s5I@hWQEYS2>=+G`KOfS?vM}7pA0}sN=lkZ^NGM5
z5CgWOM#|aw;PDBUAIo0P5EMDc_C4afSe$StWVccJw*Cm%|F`vAl
zLH+x}>>q1$_UFuKxyBCHNH>7rtW-D(d+E&W{x{Is24T_Gquja+OaZ#5wmL;SEiYM{
zKP#4Z(Lz_vuE?C2?6185OFe{{baf1SgQ|Ic1d);}`yUj2NOTkZa&0$il-^
zQ&S^z42`j{V*WY05d_d!%|b`wouEv=18C?+LG%j=34xqy^KE+RB5v&gq&d(-B@auz
zPBZfrwx6-c<>l{SYxH`6X6EpxiWjD~A5lJunE})PjMacIF%CX|zJl8Ts;``RhylZ2
zqE=
z^FygV;RGt4Iiqq?|FbkoB3wuUH39Ji$4Yh+=p-qOYWNkS!EM|&7L{5$SzFY#axHu1#}(&P2*@uE8pcvrQ$jh^r&X_4eQFPk{ljMKr(_7y
z@iZ{7m2spG^Rd)yUU>PB@Lb69YzWg}qPn)hPI~(I{{DXLkSN?~+xg*4_xcQo^TdEv
zpGEiyY(y=09GJ=&NORk~5pL$QX&@+?($|J0jsX9})e6YwP)?r@Nz4Ggy%p)p={SuU
zBdx1`&CWqw27-MZmiV9u31?C`2{I>*tR^NV=GpDu&--TQ=2R-#=NUvrMPFo91AHIl
zq3wgBDC;_#kc
z@!KTesF9co;$M+ZdI1Lv)?0Rt20abBbf$z{yjr#l?ACM+soda8+g4No3R2BkBws}n
z+%0IE<~Tphi+GDV)GgGHr&Z$#{u;L803NakCLqj(*jQc;7$$DWGuSlgxH
z#wR;%g-hV~1hDdzKmI3SNAmjrTVS+T1!>gA=Li+TM)kL*7QJa{`OMW-%+U3k32r$S
z?-`5lXOmkD3=BwLqX8y`z-|{9Rvh99{&nSw2inwSeqU{61RaUNj>!VB?DscCzU;hq
zZ;*ncV?ja3RQeanprgamPks!K#ItOD)t18CfC?}<)oOn9;K2)|9D_m;2aEeg%~>L+
zs;LFFwYM+VoW8>HjsA4+#mld*%!gglXk*CKF=;b%Dtn1L>zqr!@fcq`&V5kr{psv=
z*&mC)&FY{2saesO{k+etc}p_la;%8iz=22aGHOf+hQnz!(SMCpaHsj!&Qr*1LWQ37
z3##7ddy(nhkCiCx!t7H}??1mMo<{i_7`k@Vh^pruS_FSsmWC8S(tgB0fWMq+{2VzY
zfTB*HKkZdpijNHMSh+2SN?1nDvQ~ciqJa0~GSY!YTt6NaC#sY}f|{XXf$qm$>1ORJ
z2$~>W*8rh27Rfb27@N3)PT#tSAWj~L^D$0NP6QfM%?oBD6ELs42gRYYqnz!bqa&|9
za&d`4HB$k%2#=MR1z$!*4@XN0sL~%)w71Vo4?(O@3Hk~AT^Dp_rZ@z0q5sk23<1=f_-p4
z!OGc*OhC%Y(rljY|NxuBY!41y|XW3V>;Kl!o8deQS6p}zAB1BWmJx{{=gmN3>b
zVtyo6IrO>@FM8FsPJwW^zd7*kejt<*DfZ+Dq*iyN48_oxo`JN
z%f~5QBT-7l#MdAzPx8Ky4m;AO42R))R8$lM-BUMzT!LrVoDP0h13is^*+FVF)B+4d
z6aqS~i;VaJZ^5aTBiVfnckS$A!QHI6$Xc7ZrL}&q^e18}kq{s-1>y}~tXeg4mq{gv
z!#!i;<0In>d{&F{JBfBrcpX{mkTw%q4KV!~?tEWGqIjU+G<+6sZr;3k%5mWiT+>LA
zMs2q!EG%2ph##Y)iJFeHqNMu(BG-fekmMZ~*ELk+=gjC-A8hTB5ttl>#_R`2^%bvq
z0?Ht+%@D(DJJoEEj{FMK?p@VF^KsDUCu=Tj|Mk|D!3Xb!%YW>b(am_E0u*@9bO$9R
zrR2oK=%238m4onRLcNiY=ufQ{BEl!!#CLIVaoWSrV9vz$_un8g9C1`EGunTcwrC0PQPa&G_9{-%iVFtZ_q`i2yEK>$M0a7tI$
zzf6^n9Kjmgz@C8xND}hnHeDJmTrQ9dtPl&0doUUFX$h%8+=F*UGnAe_phka?;youh1*52oO#}u
zOS(Ps4o1i*s0))~yhNvT{x9DYO{Yb9A30c;yXdD;xg~rw?*61S9>44Zh&@q8YhGc(
zGl(o~9gePMVeIp7>Z*Rizbr@W_#95r@;4RX~4@uaIS4+;h>3
z&d@(Er~S3VlroN(L(_+7svb{ZeDyC|XqzPJ3IsF&(=PR$J3_?2yNczdrLUhH{Ol8y
z!W?_di$O33WsBIWsI=*RKq>zeEQa+T=8u0milcnJzi#u8HsQm*tg>`Mvf?Cz8+kR@
z=p=tUZXB7?)}tNqxB8Yw*+T)FpEBn|n&J6)v~scyu-lr8k7mQydS!E;VZJPA%6pF~
z?MGe=IjQC}bHE%1hly*h4g@V(I1;HcJj1M=4c1Y6>$@bl*2oVXfq-rBB`8_hN4^Q#
zK2W#0+9TA}+{SRzHZh?zpLJ$z7lVzX+$vc
zSV|}Ud4!iYvtq4Zg!czK8cGGYMY~ETkU)+>GayTyB#-zO2%Rc6
z1d3`qg0INz5Z1*Fwn{b=z%7TiR14e8y{#xWoU3zFW3CfGm4b#wht+N+URysuW2iLg
ztc*Z#OH0#*B&%YJ{M8}#;AcM(FkH1}y;3W(@RxkN7=;snnke_Vh6xs!-4>=l)W-Y~
z`7S4om3$XJVqN$J8ugFCG7F5ty7lV^5DFoV36FV49AqS7DnW!IuKt!{qNrB!W!3lW
zBct-?`o;s&pKy(b#I4O=>MjnJx~cmh{i&;HW7^%X
z!kgp7`|6(lJI(<|s>x#;w$UAdkq|5oj>tn?NwO~hUobpp-jwu~z^osNUAoUpt2(4e
zNDGP9X4Z8GLJygR#nimG9X^d}e*gBjzteIo=kBi)YZ=G)n5ENu$
za^l@Xs!p+_?hFt
zpCg5gU?WTxq?4@M4fczpoB05dK}XgK7L`-Fc+n+1wmL5fpd}Vuc@BO>n$4(&Yhb1X
z;mU~a#$sGl40K+&Kv^Jtc@CiWNqxtOZBUdA75i?`)d86z!_-pXkb5;m$W(Dztn4JY
z%U?xTZ$6?2cqk9_i_!&ZNJUhKZLKQ-e?(Iz=h3^xzk+1n?k?GAJPUhavJe6Zwo?Fy
zHEpei5R!=Uf1@t?8jsy(dOnMyoL|NJ6U9xz|T#03f7Hmd6$jAjTc}1=svFQDd)|UYArCi8qL^sq~s7Wje{*LJcpSHz&?yqg*{mBg3P3dwpW~`N&;_e40z%!GOP?c1G)d$bV^SJns*@N6H0lAQg2;}B
zbV&Ew>c!XwQx_wD6dpcFKBFMTkk~Lb{+!RX8C5|1NIq3x(s&*{#}H>tf<|OLZ{NNh
z?4H0)qJo^dJFY7@-F6H6L8L`Q9y%_Ji7g^42F{(2tr4NSI(zULveStuGpG}wRLDY}
zx>2*AFdC$($PNw?0|se70$&Y);TwtMfZg2q=yOPPsy#(d0^j!zQW(4oSp@mWZU-X7
zqqZJXu-|?7s+_)lBnf0<$;M*j&scUpB%l#Pq7I|r_KbBYgP?5%tSQWlZwOcus4{4h
z`T+te$v_YljD)_3zz7YdAM*`d*cnin#8<(0DVHPtq%qBi07V!NvJJ#D`0(Ka+3G?}
z4veWRgdegWNnD2H1ffk~){=mqEPyUv=Mku1g-dg>
z8ePRj
zMgw-ysaw5QFdD@3mcv~kq1yc4A2v65rm@ov8~i{UAUnxeS;bLy8a(!$M1e}+(kbi5
zy62eUTtJi!5Yq>YKMkTgMADBKJRtW*R6?C#F8wiLtnl(G9#x2|K^w5bhKQ{U0xOGz
zO(8BC;$r^9R|%3V#O(qXkB6E%cy9xP#mg*&dm7sl;nfcQb6*qLXGg+`%lEG(auZN5w4S6squ0@gScVNujaUpq+3skPmdZ@Bt@$Sb+Q
zT}uZ#MmmhXzHvji>oWfy-}?tHxZD6e09?pmdH=glu`NW4!kNDhG?<3_uJ3)7^&bn{
zCN;gr75#0PqzMcAajvrLEJAzFiio*%#n5#%1rOdyxo@9xixxSHnPt31Zfr9X`3FVTP9Dn@{gL9oHdU_-2*uU^
zT^rMF?m>tli6B67pUlimBJrXay~qkdR7eeA5H3{y)@v(;!GaOegK{tI4=@eNlL7MBqxyz!%2lsD8ioYa{MCzxjT@
z?rKNzKeGTksC?Ov^Z9VSv~(-6I(z7ol-QQtV{R-QM|Ra^*&jZjFVgeUUi{*o&--^u
zo+@*2cX6h@v6lJ9T9vmupIvOuiO8)U-Cn4ktXF@j@r7gl>+uJ|e{-2x~~^N5!+*3@CEcT-qX^gHE5s4vw5ED;VO3daFYi8`W*p!+ouFv&nS_
z?zleu1KQkfP!(@@77fOujft8fB6$nrm8$fG$QEY}rBrr5IhtTGMTz%I?^qodtOgwp
z`+zNYBWKy0{%8yNPI#CG|waK(x3J38+pJ!e?Keu`;?6d?sC^6)b48+}5q4&gstwo05Cu#1SkI^+3
zbog;>3dYpz-3K9L(W95JON*XbOU@Jd@i9=`a!ka5N0Jc9)I>xOYBf&nL6K)->h_hr
z+N=v4RjG|!gC{nwm#m{wOIi~{s@x1ej$l^t^nhjYR^Af0h&|ozoL-L~$Hc_EJY^`e
zh5GpZskU3yj~^>xCvu!d{+TI&k|P`(UWrbNgJZd!iwPY$GMCX;Dw+^8*9O7BwD4Zv
zNr>f}v7NY`NR%)F?0cd+mw*F@!q2fRr?(MNR#rx=m9=veGNd=!V>y@^*+E$gP}kp<
z{fA{R7Y#oQAGQ3j@$ji1X5{)kUsA;Gd?|4ErUxxA2Mm{8*rQbo4d@QGs%j%lJ1dl}
z#&I*dji)hP(1CnFNNRQ5#W%=hVJki(T>MV$5J0wi{)5I6ka#EV`jJ6Ml9b$}PToyn
z;z>aQZO&JAuROfssp0CCM_incbS9nPY~;q3r(0Bm*py7*Ta4Y=BLa%1OV1|5D~8j
zJjBR3h7>6wrXr)YUl4H5g7T_^t(lg9PGXSa>1^68v3@+_z3dhz8^e&z{Q}IDHQAu5
zgT2DZ&^)m<*kS=PgV~z_9Lc#XA**Ixk`CE`z=c|p)#XCl9qP^j@(z{_)k2W$F;?B0
z3|NOGg-3KF4?t=Y_8VwJ7`80iXE0Q=^6VF;wMqflKhdI;bp2eMTK0*X*=lLn1Bj;`
zFd$SgS2y@d$iWsH-pi3#`C|%&4n*>C77DaBHs&N_8;9BS9JGH1Nb>IL*3Ca<8%bOI
zt^8NgiEa=V5B`y?gTTQBFZpfE>KYmvR67s}!?rcCAnbXzY*02Rh5wnUJ{Ww`;Ogzs
z4nc&aloRv8q;~EknR4@!MI_wT4OZv@p}7pYoem5dF2{u#sbm{`6GcccMQjm70V+j}
zyLt;#nT4M4=Vw|P3-*$lgnSt%wgw)I*n>Kf47PU%$hX^1)yxgxo9C*~?2jyLFYI~q
zU|Y+;9Afok2SZ?5V>&pGNg(%YY;Yd~lD{ZYl8`$>Q#e~?-c8#%Q)bYlif?w7l5&>6
zj;&}4B;GSaYG9sutTtW)R89Y;nSNi)%76DdKjJjmIl9
zf0hd`S*ihwBT}}vaHf>A8#Ug0ezZ{7>&!s3sTV0oGh!Q)HVwT{)M)NimSfDUsqjyP=7tEymXJbq@V
z9}4L`w$KBoSZ}W~Q8hI+6+mQS3|>$vdYMpt6V%Ic_-(xVz|X5iOT_$-JE~au)AJZ=
z&*3l>{IAzC>A+^71!4TO{95Kon77awGCE{6V1gf9!VNc_o`cl7i<_I9%d)$~UR7RR
zp7fpdTd1Edum1qNUk`oB!9i*ZotClL!@==076vVzNHE`*
z(@8E@m8s~{OGFng;vo~`g`L0+mbeLJF!Y(2w4pwY{RvrKkd42EjjUW|ZCNi*=v|hR
zlM{i7)C21J7#Zl^`5!m4D}LUbEQ0~TG?Fuz@bb9UdD7Nlh|@wg@<5fz$|TUL=K5Nt
zeX^kB%MC?2cA9tqjzD1^P{$aSt7D86_HdUVC8)D7Gp0Ip((r4zt%0tn{T@Hy;sIGx
z(nG)h>19ybcMH3l%HaZNBl&HKrCbgPO9w8@>`#Cy@^FpS3M5rflN5CC1(%|_mAw6*
zz|POEa;}Vyck%;smb>(m7>@QNezNyz-D(
z>?dP2JrUJSE|Mo@<`ms3h4u9Izu#NpB+S2RsHo5YO&vK)ZYRZ~9tNd#894NPkCl}a
zy5l;f60&eTuEGmiu!GH~Ut;L_6W}{
zxbc9M2vViv~sE
zScWjyRn-chHXUJQH7t69*C;kgIKSXRQprnrp=*1fx`Mhoy-mB7A~5fpd$D8!9l-=D
zQ?o3k9K%?Z+Z6l>CVfgo(rmdiFi0f)NbUl4VFesdg0z4hgEUkQ98Mm!?J
z77tkvwgy!=zmgr2mR=p_aTlh4H_*Nrc8b5Pi6F<;J^%bX)maC^RIrJYGKU`ZDR^vo!6Oo3*$<3z65t3j^li0URoss_
z$b#O#yRAe}2QfNEI0o#uiKRmkZ~&io=g2wYh(bYH%qI0s`14totcS;S$f6^}1{YHb
z&52Nvz{R~E@b+kmdNLa31}TL0>%
zF$COaU-Fo$v{@8ywX7AT5)~QPjn*8wF|)hG2HJm5ROc~spnntA|;B2bM-eM=^R6=
zaIGUZ{kP>8kdA+$x%>mcWA6_wLceYx0uBjypxK_5I>o56x@_4nmim&)N=>gtl~JmQ
zDv3Xpu9MVzi?{7lDB85@jpeTE+^doJsl~H>BwGespyy1zYv9%T@USV%QYXl|#V|wy
z99@}f=&ASW7;brE?M%kuy}S&!bb@Suzk9^7nSw@emBK*;on26~o5SXlFfvP|aD&+8t|^JkS0QxYsan
z@D2h6-CzS=q#FWo=s;3hY#Url5si%`PZnHFA0=7$v_MF~HVL3W$~dpb-d|p!KRcW=
zrf@#L8-qo95eo1bI3&A4uRdi81NWktgCoRyk*6%I93SzWGFd6X6}j#0&&d
z17nI}qVl2-%*s3CHC~l}GIA?TV
zFNNnT$SK&pc8N?p0*|v`FrX{P#IV85+JlWy6;5l&BfWG0ij$EW5VIT;lhr}EpGvg2F|d#HrC*0hKhf+BdCcw5DNFx_x{98dOa5ev(bOPLOsh
zMao&{`oBn%!L|t+6mB;p4Md=n_jvJ-JVp$k2u}r_c(wrp;#pp>yTp*$g^uNM^2=j9
zNbmr9RnSXbbB)h|yqukdD20~YZijhhmQXz}xHqtCPh00w<#^n0-O;-Ih@T=U74vWx
zIT9R}Qb1AEJ0|d;eRxXD*)4Q@$2$-ESBi4@$MTMVNV%zTP-V7TtF~FUnojx+BVx9q
z09|**{n3g;=h3E2a8BG|36q6+OhLb
zXE5VvoI_NN9*E+;(nlP?64H?cXSgH31k>!?>Af)gtSNEQu{Pc`b75Rd(4{o#g3Ahy
zUt)xOR&!%3|BumC@~*UJN&;M8@6%bFvn+%&VHd{cjK#g8?ApaGTfu@A
zl4zKi(6#qs9dh2-iqb(wd6OAvo8{z8Y*=Va=()_?@LxVkGAYc<^Wip!OT&dFKP?y7
z)ORFLyV~*Ikc>DKVL90!`v`g+2Vc7EacMhlX3BXze-4k-MP#V
zLvT%5x%o|N-e}c)_Y&_YWadN0ej?vkB*S_V=>JqoHH|*xvnKdwA|t(^Q7u;=trJuFTN))go&s
zoH=Q5*Vlc+AUEZ=k38ZCd&5)WvVxHU`dCKD`2DZzr!t9LE^#5W)RcG+?Je`bf6f13evR-&MChvFmtIq3Az1$nG
zS~4J3`KX=!
zxeU!HG|pN?Fzz>yQP#W-MVwT4LT!mgKv#;mN%FjhgDNM`VcLKTl7;G14Uaev^r|!CP|8w*KW;-A5M0hoQr;`x)YuJZ`5B<
zgXUcHPv45xEb9PAPJig*$JE$GN(3Q7DM2lox|2
z0s@$rSfpOl;o+%QL_`+8ZxFswB)B3X90Yvix;y@Zn%7K?_>Ew~p-BCbM~Id{jQHaK
zIU93JvW&1yuq~#DJ+P0!(KGCwRvezBu$`zR@g&?4xexan+x%4AkB
z+Y8a<39vQ?q6o?Lmg(u~Tz7tdC$_bk#rt&x;FA7nKWwb&j!%W%i&-A(6+E3-bLc5o
z@7fUEtG~tn+kY4hgw7TdllPwlcA;NP_zC0kOt~e>d>OI0p;Fs;AiWl=1NonU)Jx*|
zzyhH{tndk8J9q*^H`G+4H-a-my~5mu|LGUu$~CI
zJm$fxr+@m|p
zN=d0UaiK6itcYTWIAdFQega}odi=Vi-WByltoUq5035h{`7)28Im#lU0stS5k;&*v
zJ9j28O#TeX>8SqJQg7VjNwvu)b@mhYi)-1TC$Lk87P--5O7zM}h%+jsYs<$iSI*tZ
ztj}E+TO3re?N;}}-jdFM-Hcp^g?wJj?$Elb`{?wTO>c=<%8A391R0q=yPZkQpHdMq
zSrp{ZG|BdrVY|I^hz}1sdW_(48TO(pBsxHzB#u0GkWMd`Wfm?DS9zI2iw{ChcdSx#
zDMe$RSW}$~y}Uio#2DNlt{XkKEL@sQ?14+PuwYFFAfq_gremK$kmbdhE?lSyq6jo?3!O_qJkZ+dgbH
zu%UBW7)yq4cB;(_7fRvjX9pf06>P1t;uT___w=v{hzgq)=AM3Mr$ah)N2frP6Jb3Za3v5QWUrFhfOD
zG=9&Q-{bpx{Qmgf_f361@AvC<&ULQqI_Gp9yia%@Qk*MS-49Ym;*}N}QkS8w!{nFG
z)+Z_L3h8E`ujW{!i1YPs3TDJgEcZuA+4_uUv_s;#HZ-*9J$EzQ&px_qM>16^8C$q6_NnHJI^^?exY&Rew6YRY9(nj^}$D+b-^;K0+YvjeYdSQRs4$iiIv`iHyyfo<<=O5ds}|>xODycLYbCM
zzi3d&70hvb`k!_BZuP6DQKH)lEGN*F*`JcM>kAhx+Wo+BGl9l(-n`0R`}bdri_32t
zU*FEAvV2*OS}7ytjdc>YfP$7bHiAf#mKM*0snt4q!6gpSK|dybm7ke6j;JN{6;$
      IRIKAf#FE3c_}K1}=Uz{L~-8*;Fmv@~Ht{5~`14p>!xtsNR_bzeSNgPv(V
z^}L1`E$=6K_#8LaQWn@jT7J5esEJSs>-a)Ws#m^WyOxsj!p{7F7$1T>{QlUta0^1!
z504&OZl1BY7Et?N7q>BC%~={D1$_KJbSeJRgLXB1AA%7|cy_Y*cYmbPZ0&^V*4$(F
zTb(t=%3!o1!c%qV5PnB}q~6Fy@ymsgW&(mp4{OzFFGiPbnoVQ>>e|#@Tg+`^I0PEFT99lVe`m5kY9=q3LzDsC}{nY57w)Vj^
zea|G^OACGD0VVXonjT>f`3-{AY|2ggUa&Ran+i?bWfFO@^(AlKXQhVMQ@ipknjQUq^y2xzX!VSG9j0!35gO^qyx%_PKE?n@o
zy7c)BCbq)A2$`rtIE-jpoK26G_%nwYL)7`dU|mT5JEJ(RKb?-w7-}9J6q%CJ8s=BB
zeE0ZL*Gj*Ca>&-lI!*3`)jE&X!Zx3>mhU^9A56*>T&XzYPguRt<&`vr@F3=5{he?3
zW%=WI#;>(suY%+KcP(INS8+y!9+(>)vRqaE&3D>`YG1c6
z%bhrQEDA-{Yy0YRx#CqYzjCU`A2q2z&6|;{wzyReE~CFAzU_WS(`9ZB0cIkIUPkSXi(t2WB+RZZ7d?S%mbi+$K|V{q-j2*Bfs<
ztG>-+n@zWOr4W;N*6&|4fJGknzk6!ypXxe}{#0b@vjWEc0~uqlq^vr=v*YXaCLT^-
zme2W~(bk%R=T5wQUy)Qvp)#acKl-5OFgQUrWl4J8mq$ZetDL{)u4wpjbS>R3LqYUc
z#qZ6UqqCkH+)R;o%w)n%#qDpmm3$(oix`9JODNtvq8AC%^bh>l)M>kdxXm;KOh-}g
ziv_P>?efCl{Q*1&nhrOMhOmE3FV@4pn8S~J`SRt{i>r1*h;c?;H9*Va+^T;^|I@_o
z@=utBywo=`%3piMaji?1^c;PjgdIO!jLk6%F7cW#{Yy$|W|KGil)B(Az*o|B4F?`j
zGi8ggNB7%dYMShj^!k6ADpJ!3bH?j8exB)zYncQzx(=P+c(4(Id}&WmQ{
zk;z|L(nLBW`)Pcqol$VQLUI?;m0;;IXtn{TZ47OUr72Z`CXu|?U%|pzUPpUpwh)@Z
zIY*d|k+ppHxBeIs9?l#MJ3Cn5HCnI7iuy?NQ}}^MnAf`EuvWEAG>VF`(G|@<3kwg%
zsBPM|Hc5X&Ylov+q}t_b8(*oN18w|sE1?fN7a5Jt77B~_ExcrrH_o7c2syCX2H>`l
zUZ>}i^hYETOenpYOlv017`o)y+37YV%Nu?Qt{V~Yh+eO$ir5=h;V!LXOj)*0mm&Sc
z`F5lE`Y4x6T9rJVR>sOLLdhdhE!g$`#3KIr
z878D^5vk}K$l3KR%qEu#xd_R;h;GuK^dD+H|xdo%JAb14@qcPA-C;s+e0V!$$Q?9U1205
ztg-UO-*qp}fH-1=(dR6}wj&*^MkEwN#y%O*4&abph&SS-@P9q!W7TtFVj0|Y9@&2)
z<9O4T4*{B)i56(yHQ%qLF4lJZl4K>u2CKEy9-R5cekh55!?sOe)EJ1NXyJ6)gP?8-
zwpn$WDj+TQ4~mwl_(EOeHqR1UK#G{XQEW0XEr_vSCq2w3a)TKSGkpl)sp;E~ri)ju
zn2Ug?RedSx$FXV-UI=Hkh$H@b*B(Cq%crEOr(8a^1e82QZ%d|M?mWNz{aJ>Vm^AmY*5T0f@#Q5-q$;bObAj*LNb`ZRClNkk}wA
zvD`$wcgFOT&AheL?e5cuVm(4MM=Z9CRvC2NW1rV^#uK%uH(#z
zg4~fIHhnPO+L(r_k8g7)!$i{iL2+88keXI32eo4SZ6e$CJeL5HH;Gvs#hn_$7_Rvnjlx+F%Acgx;
zLAT8jVX|o2rj4RiceciDG+fLorn3mIVHW4OBDvW7u&4$V6j()YK-^wAvb{*}`lvsV
zbVWVE%htS$ww^xR4UbENFcigLr>OF$(=|*?OrjuhS*NhSx%on9k8NRA>Bv=rs=-J&
z`p2HonmDBF&+{7L
zji<(ii5QrI1FmBIioZ*~a{KgiX76)V1kiT
zDmBX_()^)A;x~>^r~sTC7KMf2kvSMIo!h$F8@yd#EV7%@`0;)M0w}1rgx&7DkaiXu1#OkKu10%R?9_zNsWUrXUms+HBSlh2uYy
zzOdzq5<(2;r*;`AtP_F&nE-+o_S#DD-~F~U`_T*cK9+1e^K4JxZ=7GlzrkoW&8?c*
zs+`AM%0Qv8Z{;_i7r3qk=f$NPM|srI9!()0Mr2WA5Q!;Y#)vDi;}!l{E2_SE+*jkz
zQFCj>-LCT2Q-9eiA{YNeyYwdhOOnYI+U3;T8f&*QtciJRTG8D0N7_Fh)Dzdgrg-=t
z0c0%^M_Pl8bNQVHwXEy3>9P9e1SvrCNB)igslDeakNwNnY&UgJ?fo1Z+Ji
zkYzG{r26Aw&5B})3hj`p(e+P$?m}5LX{(>x7DNmGlX}GR82ky(|0R5=*nps&f5y>@cNwZAf>Iss)*5qb?%TAMMKdIY$(mAwuomBU;CC{_v`siAXGGY
zzdlpGRfRu`D^k3RVyr^*jE5!-aa`Ya9ge;rw1|EU4(i#}dNMSvp@b^2_Rjtp2<#bPpD0
ztA8g!pyeUkU)YL_$ak;$E0}ijj%Xk@%aJGDI+AbZGPY?G2n0?#7PEm{8&_@`a||?)
zOZ37D+>e`W`?-m+ke`V)=4;PxTWB2Dy88&kNId{8Hmv3A+RwsUOl#tYQPnrO3-ch-
zh=b`T1n%EjF#g7QjG1C3L@Zs5lgeuLcIaiugZ9w2y3xWX5vhr%5p4Cx;rlW8H}R|4
zUN)K8aHIIJY6O{P>%(8qbX@H3{CdkSSInyLNpTFias;g@M`vWDh(4e_99naz6C>Qa
z#`JHSi=0k9SP(DnrZGf7Q}LE+vD_&R!@J**Y3gmAFLL`oCuH_Ap=J=^CVMroUaX+`
z3`_Lizq|SVFXWfHICkg_vCF@$&?Tf9|LPmr^+LZB3Pm@o8@kjSu^HUxp1<42c2C%fdpFlUIyD*8_TXGv
z$@a~g!$U#_(up-OryldNgM)*TgRs+%vJDX4Fj2RGG)P-6Dp?pgNy0@Phu6GXnrzc
zfnc_pic0TtdzY|$Te;OrL#iy^GIP;y(yu=<{<+3=)k0D`aG(Q)v1wwJN)uBij>=5h
zpOcdViTZwU##Ak>L`0s7SA>=e7D}F}U*Fyi(bCdlRMn_3?Vb1N?fvln{RzL4W0Hw-
z2D4{dMq4>^h-6EW5)(Byyif@qyXYvxKa+3VSPP=*G*ZH7)acR0ckb+E$XKdJTl(V>
zut|}MM$B(sI0{Bo6KtY7|3Lt4AgRY-EeCWqA
z3)%9As~a`zxGg-ZL?+iMuE=NI%h21~stxSy>|VWoUHt0RY09KZuHNwP>}HLihZPtT
z7x9;I4>X_aZU6Gr=)pb!Ms!@9at#Ifj}yzO4I?jK9-m8#b;M7)o?R<*dgkQjZsCgs
zDf+-N6ja3YeW2SiXr89VAA^c%CT8j~I66@7v7Pc^T8Rv}g=(
zFC{;tqlNw}YYU6LoakYAF=&<+trX5=)Q(-c*x_qc==1}cJbdBBC-nJB%%1R-*#cdA
z_Vl`OLxb5IM;QnpF$+k@k_S(wtvOGWkQp>cXX(TKJ#+=w+Ra{y+)WE<%!RAYi
zU&OUP+%mH@qEV@kp(@8P<8HwzJZ
zFqlI2`wOrr2HgqtG_PE@&KIY7B|T+^Mn=+`-oh5r!8Vndb_c`U|8!%n#w>e#MV{z>
zrX38OW%=Ud?c39Ua{7yn*R1(4Epz343sw8TmK$E5?`Oou#6(i8Y~H@z0NWSsW^?6c
zy33K|Wh>WU9%HIx4!W-BUmm8W#!yFTH05h4b0RE;jU3sDSEnQPmz_DY($4Mxe0f$@
z7Atv%NU*?V8f8@%cDdZ4fEN=OWMpJkg6cF~s@Q+<_U#ZwXRxP)>)J8Dj!Cb(Cda)N*t&J=yUNM~
z{0$z(K!rD#!oz3TE1yW}wq)tj%$F~%gK*7FU~sOWdTJ9(p#u9SAE(+-D9E?c%tbK0~K?4tDi
z+J3gndFagDyLV^h<{nnrP3?1G{+LMpB7kn({Ckfd_vT_oUZKf93tM=b
z{N?%HGy5i9Q8v19|IfYR;=abwR+m0kRl_{oqe(+NG0X~hi=;8pjnvxl{RkOa;tr%#
z!13b;Xu!C~44O{?5RiB7-fahj(%rR7E68{x6O#N-o$}$=NIbTgx6aYATN4*{zn51h
zn(6(RUnfUrAa`eSZ+ZD+%*BzY8M=0L;}(B^|JsGG{2L+?5-b#Z{PAy9)zCN?6*U4i
z%aa!1;m0UWb7-1TVYb`X*EghSXwktZN5hrc*H_or_)3YaICA80ZEZQ@=svtaa7}GP
z!<@y7WmpI?eCs0O)$GJm6=ka(9JlWGkYhh!Zb`^!`@!T*qX8(SIO4;<>Gr@`3&Pp^iGRrm@}LL(2;D^L1$Af4B4&zaJ^?D4$~$dc@*n2WcY1L9W~g
zW{sqNjQ76r>tS_|0}M5;fStuNp(q|TqhjcB?;f@92$aQ2NLm^74KmCS^I-%Zqc}Pn
znwaR(a`NJWoVIIk0t5R+`s`ig2E5C(}#SL
zDc&Np5io+ZT<&p!2}3LSR!E{_m=kmavO*GMH<+oq(gO#MF1^a^88%<`W_gu_Z`It(
z3lEpA)@$ISsW2+fe$ARlkj{$?kC{Z#&EH;4IUf_#UP;!DuhUghQurLH!Yr^YNO2re
z+*`EvDrEX{s#p$ll{xt&!J+*9{xz+)EBEx+c1qqteFnRF_SF7NOH0F|sZY1E26dtY
zGaL>;ZiEZzkRj$Ng@i$(oa{kK=G++0ojdTb%jnUg$x(fvjw2rtJP5hW5IK16+)&mX
zb!MU#;~Z?UerRs{($8hfmVk5Tj!xV0eI@87g+7Tc9=W-DOa9($w0&Hiv3AWG@g5D$
z&2s?Z?>>L-wq?r}3RZ(!ssHAW!OJPn+_OfMu6C)X3rL%X$=LJbtfHU(a@oG!TQ{P&
zLA!U)WX94raZY=uf@{M3G5yb+Jxh7nli^Hv_|)Xodw|ZzOcIov;U*)3qWDK*E!1{5
z`f~o(8jQ`{9e~jXCOL|;asdLMm;4OLcbR@u60cY)^&1&HvRkxOH_}U1cDB#8*}Q&O
z>7!6MwoI#oGZv2+MqnIBpfl*9qeb#|(Aa?L$xY!;2sX_4JLK!zr&@}^H3aEHQ%%wr
ztym%7-K#x2S|VF#Jy}x26p$2JAE|2FO`krU+|!|P{gux%)cF!CDee<+Uy(+rBs$GX
z`qtz$BlSl9sSTGxN}8AiqWdwm$B!-ccCj1wdi<$Z7FUr;VsH|jScWaW3@tV7x%fc-
z-o#qh*5;`kxGD7sST$qULa?@F}BtZOB?p_*S$f}CZbtbMz&qCmpuH3if$N#(l
z{rh`C8puuCE{WG^)|xdjnnxy9c4#)N`>5r5B0{oFo6ox$@s5
zMyDYvSOF}Z3v9?Gi-`T+w;OH`yZz#*>=a)%`Y5!z!81QCDyksi>Hb)tX>4mdoL)#H
zHb>3yXg$N!ofxaQepkLQPO9P*Z7ETJ5(eoQ2fj($tufMQm7!tRzJ29X+xzZ06iRr=F{!oO_L(f8h>v-z2u9cqZq)%){2DlW6EoQpsh!}QCqfr!SYB)M*vVpe7)TyTcC=p3Xlb6}pphe6XHEL9P(%V*ZLsQd!!+S>ejJLe_
z>_K5++q>F}EbIdcodf!TC}ZQ}C;IvM#aYFI>>|{XB7jC_IDi_BB#7wV!#n42<
zMeOI?M>lLgtq=5R*8lz;qi7`AtJfO7(qcxg?%K8M2hXR?@@<>B($EP_yH@m<&*kBN
z#51SAaM>UZ!Ffd^AlUi#I*%MVa{k)2DdWeDbJ)1iEZWM5
z@A~NUl@b+P$>*33Ux#V^{(+84wBwD0Ug~V+(i~=?!NS
zo89T>k?h*_9Ym*LAj6Zy4d7rHr7tO-?pnK-T@=#gm&l*7R&iCRtAESzFu2^G%xHoNvF@LiYuK`0!!>!7sE=
ztARsb&fntV;(3XNOkZlFRM$F%nm0G~AWFA?F7i_B)Y94LJA(%gG*E9H=Cd)~cYg)weWNY0F_BA?zP*CF1$
zpu3BMKKjkWeUV>x5I!nAAC{HL&kCq^v9Rb(KV4s&+uM7RaWg@WE7z{=5}voE8kkIW
zJb3(gUnV_uC5-!BZ;aYZ2xO#0FWyIOU7hr|{8h2qs#TiGNlu%L{u*`LccwG*m$gQSHy4deli*-CK5PyEXPkSnEG}L34xhX;@;wx&Mh1
zo!HOJFP+7+V{o^E@{^&Vm88B;rD@Z|SHjPFH#4&XMfU79Yeu#2(4k$wvyoq_tE1pyE?7l(
z7gZJIzrQD?|0+AXfRK^-uiS^)(5l`*?lg<@WA`YutBJ%08qo8i)ju+Mazm{O!bT~_AyvnO=l
zF^0jOJb7|fwAJv56QyX*@`{Zey*IM&SBCy6jvk%)>C!Ja+8ZaZ9gD5`4Jd
zT_hzX1yo`Rodja?{(}d*P~)hu0D_Tq?HP%d15LAX!-gXS33ln|dF~EgW1f_p+;91U
z_>gX0yUx({r(ZLOcX
zcgf`(ag7`ueQ4(8l$+OUgbz|5v%C6!wOqKvS;b?OupZPq5wO&(on)fG>a#U9HOHXr
z$~oh!dd65NWxW}7tR2N5!%YWKlM>%Lvj}0BQ6Em=F&rn9TD<|WJfvJ|ME|pAdon~@
zqW8Hn!2e#|h*?mDn_K>DJ0d@GC?ivKLmC?!!-Yt(^XDk|0hU2}lDxVd`=jb6^K{*{
zykT#tDy%}Lag@PQ*{5$b{v0$f%yV2^RKI@vR$f)*$@w0x
zqLMIwsMn)MkHpQIKffQ`Akkyq+!&dFwA&Klj06;DSDJc}$9J!=P)ZaC7+KVQ%dm3A
zLaE;cS}OJ`Ow=LZDvlbZprq6l>@kZL^o5re?-M}*PDsLc>u2t
zEF8Arh@W3HRRt4wts}dbfkiwT%e$|7tEZ`WqP$I|?jnAGrBh#;+ezcYH_vvnpDx*zL-T@tNq0&y}G4Fnz79RdC
zYIui*7oVL$NMz#DsWWG66ymn&=(LlczAFo+gA5kL_`oxh*Y^7P^XJY#^^Ui0-!3jL
zK2C$bEvQ)8sL!-*Ulh$d!xxtBa=FQLeDZeJn@#uuF7QpwFTO9%WvsnBbLQ*o>#N{E
zPlbf!!cHXG+;piKnUe;b1PY@G>|{OBP+Sm@-)mU0;$6z@yAMo^k&%;ofM%6MFn@Dx
zeMp|Yb?V#YP9Yhx_V>Ou44*V90AZ*S>`L{xi??nSs0f_d3=JgPFkyKr2-ul~YHDKA
zH<6?_huQn(?-$Eb`komuU;x#XCe+>o7Et`eNbp#5(x}6!^28sn9m`=$2CHw#qa^U1
zag!^xG}%E1T8S+^PA0ZS&&X$zJtdO(mHe7YlpWKdQPJsm_>jjsvbXX_B<(UDbWRFjE;p2yJ4DV5$=yo8;@)
z2b4}^d%Z2}zG3jWahj7SABSU!2@W2x=!#7~fyAduk`E7N&iSYb!cg65wostl=9M7Gtl@fAZ)9P%fIK{+Pw3L6coQ5(OSu<4_NjAg;GpR
zOt8|#9~3X8W<)`80IJ3wtA;OI|0d-4@k}OWJ%0K$NZ?jprgi-C>91bC^x3e2m1qnY
z%4dkArZ89&ilx9JP!VDJ6uB`94tv_xPj}c?X*n=Z3|7$7)m0l{Q1jm+NA>%R}^llly)`9!2OosgY<;#8UEce6r_ieW()saSh
zY!!KqWaH@siJJ_=B(AD59$?NG5JViB`}ci02LtR@
zg1P|Yoc3p~=Ihpt@o0KKu$QdbA>j%lR{yH6_ZeGAh#-n+ZU-j
zx9~4HiQSi3usdm&t83TH+ctAwo}5@P*XY+VAD;-wtGr>O8@>UM%QQP$gE`?jJ#B$l
z2Vs5@iTrZbC{TO>Sk^)qXl{C=ITQ)n&!Vbi_`%i9{r!%`>-9Q2_VQI<#e8J|Is?)WmPQ40*5c`IeFuTe?OnrZubkN>%FnUxF?9LG%pW#ja)v$t12@3FB2G8DE<>
z&Tv3}>e;hHkje_FnrnrfA#?LDE#r$93u?FLeS1zzJ#cn~g;T22xPb!({GiIDVhtxP
z^K8jk{OEi@IT=>8qi=O~F6UM>a(5F*^c)!mvGgwt(EDArC--2zEx2CLI&g%6vm^EZ
zWusA8@)VTpnBl=6W@TE%bX;ZOibm*t=kkKTaeq+sPE?I;87wWW!@&4HdK=$=Og}gK
zx}?0ueaXeEmGma{`)ClzQjY1*|66dFFi~-CM>#R}%=F#rLd_);z^-`nqfO1t#nF9z
zZT%cFJv!R_C{yBzqmxr1&e#A&4Q97HuWK8Acpg_8O8NQ4MRVN>Fa{#`3A%!Hl>P#a
ziC1B3Gj`KT#>u}&>%T+Eo!|Ma(VN&&1Lv9)&aOP2>>2m
zlb8@^p~MdaO=Mw(^Z5(cXbO!WD=X^)2Uc+_wJv_)Wm%(#+gBv5>Dj-#m&zD{co+ql
zoSbY=g!uR{G#7e2aYcqZJlh(OZjbKWHQBE~4dlFPqS)IVO=6?;R~q$|5U}v#Lcc)8
zCnY5z(Q)XSB>uWs0E{Ilne_8+KYpB5Ka@)iYuC!7l?
ziiF+|`0Lapt(l@t}6O>H<|pwyeNXJL)@}?h~caQCzD1TjsPrLMI?_mp?0EM*6}yD=+3Vm%OunOZ7W^_P71hvSX1u#L;%+t{vg4fE2HT8i<#|X8*TFAkbmHLS-GKx1*iih$99+QU?tgVg~DN8x&N>J_$>1
zui$gu$^5afN!xXT`&CZl@OqQB-n2FT(}VyXi^gA>mW$YfwwsRzw9QXU`OT7Z_{71|nNzU6T@HjBjuKtYDu6Gw`&e
zU)9a&($QopayE{5djaH}o~=zGF=HgSuSO2KN~JfUC#F%p4ff~0bM+j4-&
z54myG=i$$vP#4y(HcAwXxX`?fqXSth_vVIEm`afcE)#yRY>P>tz+W85#a;Nop@E9s
zqCOq`UB}sT+_-W4^Wn5vMZ(we1;(ayzOmt@E*iGFW05DhC2|9~D`cGYJ&(`+a
z{7>FBp4e6nT7&@gY!C|{Jk-1kYMmn=>|NmP(a*lav)AT>moIvUV4;`~negP*t0ktr
zM|#-?%nn@(q&Mto^n>c8{^w6If&zSTVYSmi`eqz@%iNF9kvBe~TymN7z<)1R*-X>f
zXhc<|s`DJh$QovF~xB>Y)Ss3tk_!c6jHt&=0j_kB4DcYy`YpumxR
zw%&KCzbf;ev98hRAp0jWE<1Ltg*fL~-^bX#nHzd(UTm+CMn%J{+HkOVuC;g0^Y$*$
zYemGFiUcJ)Xiy#T0(q;7aTlICnk4UkznQ{_BIT)y
zQbAdwQ`roZ4P>Bmmn@??qlad4Zh|#Sef#RQX$;#Po4;oZiYAF3XGNgfwMMrUWvdB!
z+!&;WaZH`cggo-ye!QSl$Bqf0G8+P;)DW#KECNNCLjWbxm4@mSJdYlMt9I&@u%K_(
z?%jubLcaMSb()p8DBQ57*8cYO>kAf1`c=nArQA5>Ry3V;zgL#0orcJ%CotfF-(^j
zz-0|g>D;lSgUmLzYnh`B*lGq9l%?$sVLeGRlD5%+U)3U`L`P@yr2^fe^$@Ofk+^$G
zjT?jmuzy6H3&ZBa6^AUmZnS$ETIq$Ts7%PUV8cZgeT*kBy5G&xeoUvS8;*_Zz5qf@
zRaiJIagrPq#uqT0D;ppJFd`ANUMjlR1zDeSt}M`$&ga;Eq*2Fp>+Vwuthbq{Hz-fFPlKwPB0dWpULGW^
zEs8VR=Z(Nq14h@lzjlI5JV|9jn@bM~!67bBck|(+;SA^zS+GNA)CAZpPw<7|AN};(ZDk_G9){&nC7em>^F`v>^r>skB=-wxgt>CvD-YCpX$7@Uc
zu+evhL%hcsUAcO-7eTRmwv)62lY~J95`E*`H&{TUv~Jg8zz4xfiL+e;|rhOXP3YuV_Z9-v{VE0gGvX9D?DcSs#NwoGcN>xzBeBrxz
zn>XXD5xQg0GsOr*ZD48?z{9D<;O4igbmdYf`40Ogmg#+OtIF@I?a?YHN;~`L?BOBT
z5)$^pJJ2oRh4Ki+-cx1r!M^N;Q1**eK8VWla3DXRjIg3o*@oE}6DWQ3D
z!}nzpk1w=U@0rtw2Pp$N!T0C{*=ZQ)DO7$YMr4xZI8ss)jri2xm6x~UVN1*+tC^ab
zs!%7K(camIs>@T+X!DjWdf;fbY_v-aJPb!yPDh9V-$Gkk8`^j;%Fu`j6MFG~k>9w2
zwH4VtEDLu;R|JP$w2D(?3Ds^25Q^W@^
z^=~_7Yf}KNuTN$B_`Ffy`Ii<;^YuJYJmK2*m3g!cfvjcNR!^!vw5B!ZqoePV(2|WP
zd+V?#_ZYGfC(5*G(}YODx!1ieCnxvr`*$J2OSn$iK15DVoM7HIxu(XO?8k85eFS{I
zo(_sOC@IooMGcy1doWoK4rw;rTW1M}XaDtQ4rmWAUCULfgP`nFZr_dqaSH~X$QEN6
z!XJ&`{mZTY>&~M0`k+X$K5omb86rZQ@;Sd^g4F#9Gq`ENxTMx
zU;@DYw6vC`?+w0Rtf*|-SRKSxvq88ZvM8j8`R!nf9oDZGe>D2P!|>`%cM*nwh+IS6
zxpSpJC6Ecv7tcKI85%nH!NZ5n=&@ExFw`%p;Ep@Uv-Mn15`MilrMW7FE$iw6Jm
z0{HlJXd!G$%;?+5WP3Ir=d0?`m8;t{seu
z&YvC+=YZ%&Tit#5uqTy9US8f_5$@_2;UOc^5fBYhmj){04H$@P8P{J8pKCt
zzKOFVZZ=Q7|KJa-tUvriJQ_?PwY1WO^ZbMd>|SQ3^q@gLJgLK`v*HK$ro_@8oPOEE
z`1Xs&i?beuvvXeQPiNOH2SU!CZOQqCw@Y|la3MQ2FO+i$#fWg1FdnEF!LPZOunG$i
zR&Vjp0q&h8uI_!1mp2Q;(_?vJ2E=^Iu3ux=s?#o2HtC1K2U0{uDLg6-S3`s|h8hIj
zxJ%tx3e=7k_Nk((pvyv6sb6;ySeVeu@DvS9h6%LhXsByY2@DgGl2{d$e75-^RIbw$
z_vV-WirpYN#jyNZM%Hki4?o0AHx|A480kpZrY=x<-e=qo-4C*WO$pyuuyNw0LZ9Sf
z9NoutsC;+#z)5&^p+(`gIYu`8An+4hTI2v|5GXWA(iWzxTcjGUR7S$RdpexCM-Y15X-9TOcG8sx(d6ajOjx3TCl^@(&Oc@-hKMCC)nWHIeehc%^Kgroj%`iI
zr>@ACxz&I^>&?;GBvNbBh6)HHinR43f{oCE-jBEKhGzy4flk+;I0$>b~H
z6`J*=-PmyDFqcsLzLkt*PTBMK`r~P;fV6|8=@Bz#@JZ`uLG81E(HE{TU}y6An+EDL
z5G{r&D|h4g$nHLd4)5%`-0ht6)~)*3(*0+m;cL6r&ieF1>ZM)Ety>DX`t1K6FX+te
zq0ko(fa3sb*+rrzcqB#B)k6Q_WlMQ3-Lgg<+f!)iy6A3pOm70Rs$-
z0vj0%e>fqPP*VK%?OCwJ6W2|s>mw8tKD~cGQn#5cd2HoeMJZ)Py7lxy47o~&TjW=S
zHi*WO%S&;jo2I+g?MH~hfL^hDYPHy8dlNr6;Se+x)Q@QCR
z!o4v3S(%s|<`VQH9upkkWzhneiSq!^`r
zIlyg743VJ_*P@SqHZd{*Z-(Hu@g9AyshJD4c-`Si#o0melpgs=xrY-fZ+P9HLiB{r
zFGr1hLEPqf5k+_HWYuQni<#ZxkDcAoa(Us!sXM;goIZK77G@oUJ7v1Iw!?-E4_Icb
z^Jwk>FTY+gDtm$4mE?_6{{DBkxI#7wRICHzNB*Syh_@W2u1+crmUVMSP>sbw@@~uDxgRgwc(_}>Z^ODlt*4bHuRH;G
znVP;Ei@TbJ2G*wYSFTKeQly;7+C#>T4G56__~29~@T(S1NBEeqjCYJH2QO2g51Sb@
zIuXX1GcNeDXT#jx2UeNAWN=YgUcC!G9?Y5N2yo(#;62&N1Oq|I6&KGtaAE1F;2CT*
zy-@h~)w^G1Z4Zvfc|4o{+sn(VzP5HHU0m4;mdh)fD*RM^l~TjF`};CjW8{_j7K
zXfYo|L(&2L9xz3}>nb5;FRV-x6W{s5FY$FeqBR6QRd!?T6|d5=Q{ht)Lxm=$XhgTm
zO3G}g(MB3ux4`^C36_?Yiqke(RrMqTO~_`xT$_9T9-tyw85x$DzI=1lt_v25N1{Ky
zv~;M6@2`P(>Wbsu2!G0&5slK;*oy%fhfi4q`3b>;6=LtMBo~
z3aVo}9zM2(6xu`xKGaU96sLS)jKJiD|IIgYT^h8;#rnpkAwB8f$vvb!6>7>4R+#T`
zX~D$-prOy@<-;Y%{@6pRs6dS@UDwZbMNA}-cm126bB$Ne9kBW%0HWW}$v>uvZb=<2
z53V^N$hY68?4(e9doFZUUZPkOp2CWXdkE_eXHwIp+BUZT*4DW-BlIXv2*hk2e(mMZ
zqqx0%emjw=`PD)vw{&L|4=#l0CGYYJAv!g|2%5Cb_+?vTL+1W0W*e8zy1z^>0DZ04
zpy}&TOlB3-B8uER-ZNi?sU{Om-sZ|Dbur(xX#z${LogvspbE?D?VYtDY6x*0XSMrO
zpa)5;_YCogni&V`gK}WcREG`Q3%dSDLp*rje0i#?rOZ`obkiO^4r?5dgkp$=K+Ow3
zas2oQ)n4}-?sxX@-ha&F+}t@MUI#C^`~k@8`uF!nzx0VlAF;xzYH6Jo%4$~a>cNj1
z?1*haibk%z^6V;!rzAiuBO{Fx!R8>AYbx^tW_KCEuUHEemA$W!4}d2y57=_tZFRCH
zV`up65CKN%3O_t>`O+6SylVySMfMY{5ZZ!F!eRN9{pWDacxiJnY}~qiJ0sw#-?;mC
zM4H3%93u2L6BAm}N@p&dVEjkig;LP4+^7rB)(LRMfxy}T=#f3Q8B<0CO*G=p0|+7p
z!-9S)FTaZecAer@N{09BbKv3xnAlr6;*sDVKJ
zh#HKVF+#*c3`uI*LM+Y&0y#cdpKTdvn=08h)mUp>VElCQHup}zt!#u~k$e;nt9Bwu
z!@*xi)1z|?c51NKSJqD+z@7Zmu)BUB*xeqrx3aQwCsjYV(FMnT#o5Fwvd|lxu$^r8
zwJdAc)5AJwr58pZn&`8TiBsdYE-le-PpgN30S`wb&MEsGwMKQE}?H
z<4;tZ<1N?R8I$SJNj`BOTF}eE-p7R{89p7Ost|k#5yCnm3_7qM5AySEDV~KGHXvLT
zGlUTsa;WC!y^P`f0Mro36nG6F5k?6tW#lXw(t0Dr(ed-%?dJTBVNIlDev#P(F&+Ws
zX7T)iZ822m!V7>pBF@iFDrTwDccVs*tfO7bCSheep&?L66zAm~;*=_^f7_;YA}uLt
zOPtlqzfDbP8Yj}^zRx@TXD-Ga-ZBta@v!=M=w{*Uj*pLDtU_yr=wzg9Q7jwUo~?dA
za(>+y)UVCd=|)@s)=y@+U{C}zy&*%+?%1SN<<$ZYE6nQHpSoA-5q`K@_c?qai+9{C
zB|WYp2MT&ynAyvSE5uuj5
z_|iuX3o@C`3fBjo%bjmYXK(IfyGCDsVnjDV4MPp56~J9MpnPfn!h))aa~;9BsGz{aRilheDOAhw
z&cmD5wYoC71Hmk^{AKe5j38b_8rjcp%Dm>zX!0b!l=xp$O?av`5l23w%hyms;^s4^
zxZsOoaQ$bry1he)q>W5FJJbZjX(Kl*J2!W-ii$r_VO48D?r+hnyK?0ne1bmq0e9qp$
z_!TpykG6&l!+ys5`v_>(q;*=V`?PU-`L3ah-a}V_(T$NGiM?RyEexzAK~Dw3=o^YQ
z3ZwKdZE*GUuUK75BCKaa+Hb+4oP70a1jtfKPV)}@;uC5P*xY_K!P}mZy{4!JWH@aK
zto{oVf>@M&
z4b`Qp&3i0@y%Honx>s#5-aBgF=i3S35;t~I3+pIV1`BhRG7Mg*3=+PH9dJDKh!_vc!285&CLxutrx*nQ%g%>
z^yn^JG)?Dqd<#
zN#V&PypdbCZJWI(z4g!f7q4I2fhGje&&gu0b4S78K~PVZ8#2V!-o7JcoKO@PztB-a
z*t6s2M-p~5cYK#SH)But6ULnYOZ)+wG593+<^rJX1X+*a
zKayTR(SD5@G-mz<3D(R;>>y0Nc=hUDPL6^9_kwR%tm05m_EBPYkYEAfUJzph@!-&*
zL$h35REef4ltyeeFzUVJ^{ZE_FuEXDb*ddx8J-&KI(T_uD}dt=kiaIxeF!s=T;tte
zGUh=3ad(fowPi+{5~-7%QcY@l4$(R8yb{m(jS6cS-A)lnstWOjt!L6z0_
z`-$s{1LGjbo-XIjfV4B3&g~(06ka~OJ*;3qhCB)JW@SqRKLrmfDXZ2MkBn|vYEL8(
zr%NMpd5Dx@qViq43<9C08=39%q5^41)7O!{k7%z$a)PR^ReU2B?(u2Qs
z!GYe(yxrO-;2D6u>#=J4RGXDJL~tb8L2U}OUYg+%#!Ch0JkgvKH1~_5Q3b#-YjUrl
z+J@W-NHPWq+>~$rR-@}Y*H3Er!7>WkwGU3-#n4fU_$iV#2>qDc)O#q@DpRLgYlkQ@
zLlk5buW_#7&$MUjrX(dL(Qe_i#M)Z;rr`Zx(QE<0FfqfvPiHRA;Ml_)?`Vv3_%4QB
zVM@tyBD_=YGlE4T_Imo$_3aJ)_pb$RQEVKLBoeeW?A$oBX-puYiWJ>@IIz~>#Di0r
zyy;c)XZhW`n!;Q=^&F(?$*fE1hzMLxSmCHtSJT^#1~e6$*Q*yV9_Q!#2(N(lZ2JI{
zRI*6<0AkyQSINp9+PBZr4F0>5M<$3Hn*Q{g$c?H>N{0voYY{PNOq!jt)^TbUO$9U)
zdz5=E#+M?Tg=J-7!WjQ-vTu~y8>hDUc|J<^PJ^u5=(qKvw(L7RIr!q_tAy>_%7(tAp>{KIPYm
ztV+LMqJP3n30hM`e;+_Pe^KSsY12Z5KM0-kdvhlr{zi
zz^AsZ*u8e>zy&wk>IzTovpuPEeV_9S?;-YGES+@>XTSM&+Iq>TH$l~#ZW{bfQY%&+
zpEkjIU8LjthhIx4yw^1jxNx&aO8BA33wt-{-dDZj=Haoqu=2>Tz+lH2H6<5k$`;C<
z+wy4g$J^S44L_+LH(gZwt!eh8`d2*-8pSlXow|OeaVh&S!fBSjo~b@%$_WNUXN@&>FUM$uMRi!OfovW|8(Sw}V5`+0f8B42O$L^iRf70}I_7jxWZLM#+|
zRGp}V=tu)5Tz*zE=jjDAHlmj9{xb8r!JQ>;bIcj|*-5f6p|ZdfG@3?b^xDDrLoK-}CxU~E_>8C24D|FmFbeP-9|7s+>d%l9CoD1P
z%fB4REX`MpfGY;JSUk&HJvBt7DjpGIjoZM}hv&tWXe?D@-1L$Z=Sx{ehNTbG&&NEFo54{zBWBcGy5ztu
z#J1-^=GE6vhWQOFc;62L9mKa7SNNDf`-u|mYcy@(53`o}Y??Ncz*zP9vk`~s;n5or
z5&O33j-4NEBL~bcP$`F
zG1buuvf60Oi6TP7iwyd!&+w+JT@>6Ku)QgEZEv#Or~Mxy>=fC*d;_E2o@>tf-e%IU
z9-8E8E$#7ji=O`XXT0`0o!qlN&r#@3SGi1mcy4+qKc%l@>v+Mcu(?{7P&VJj=1s*<
z^`}i0&FWyid?vqqUgGm8?PTwnkfPFW&&e}kNRghHn5l+Om5ebdc~?-;
z=7B%Izpbxtp;L&{7fTxMV;LncToQrC(U)`%ep=hVUq64-QBjPWP*@k_(!1k6(!9=~
zL4&r|zSE(hv!B<&gU5$;6+_OFUv+7`tWeURt9|{_r6atJ3%72a9-Y0^2GdZ}Pq3{7oNk5n6j?Gc0!}TfM+v0pNJG_X$`}etxWfZ>4#$G&Ys=L%iBAU4IKF1Z}M
zP0ZssPd`eO`VEE1qxZnS${HFWxLH0U>oF)!K48h^7!Z7t9i6=npo}WKv!pXMz>vZ^
z(_1pK!E?+uAHR|4G&J+=oVg0e>>k@1+7%Wq{GS(q769umCUw*6!fW-P)d>1XiE5FC
zciZ|V(Y8G1gzDSglLie>A1scC!mXA~EJTc4DHOmetsjbEivP(jdwt$4a9R{qJB7Io8{qo
zZe3U!T@08rqcL88>+4>a;tw!7`(dAs6(5<`MboAZ-*l~=*rpmc-xxx}E^LaLTEe4P
zn4&ddVlkRxNI^bS1ot40+bAX=e_=1w_!a4?FU`Gn{H#g&*0{&@@zDo(2S%SVHQ;zh
zgE)(+Qys8SLLeAm&tB6livNE6?Af!Hu`?nK+W4H_mo8t9OH2%8K
      x4~^orx!lAJ
za^?c3t>4h0o6heXx$w}NLGpx{fMHz$irUOp6B~8-Ke43r3Ht&y*i=2}wa+%j>JZsS
z;CT!*R0L+}6XlY(RWCHg<9>Li!uV|2=IMDmt;)NNGe3;8x0rbGCp3ND(xoQ+FRgC-
zS3aE(d`N`mVbox>2~cDz1{gXpljSM;;V21+D>IBQYT%Gj-W5bhb{WkuHZvOu`0p+$
zX+N>KvC-8^sow+TE0-?Wubw$#&QV34C+Cn^tc!ls)()fiTew7N`9#a8%=)F07tLd%
z5Ogf42GW=er-r|3VXp?2?JMgR{?4hjiqD<-sdv~4G5}+?0{#3RPM_AhbfdYp(f%(U
z10Ykw(Z3d|pAHDn0nsuCZg`aawZ`S+IYs2Qm}j@gHvQb~;$YU)|6}>^?(8n{n1&)%tjL
z92F8q47+Y!>*P@1M$p+9{1^+*C?ruH^i!OUVllV_2=n~>G0N)d&ke8W#uh)xX#F*D
zSEZkZ1N`8nxC6t-k2m0&TDiNob{K!&*?mQp?*WE#2xcvGG|D)iVDXL5JTrgZGq=px
z&@i0z7)bfnZT~Fjj|efG(@tGY&4MwQ-$X|2>u(eq{ls&BSyyVkqVs)jqPi@EN
zeRcQjX_ohAv<#xid1a-`DANy{^|q(*$Q*
zhRZ5t*bI#$ealh%)>JN=GSihXKuvsSc}}OSj9iZ|tnWv-Iy;xajab4-$@5?wA`KQw
znC&eI*FaK}XVqbfJqeG0GFB(C>d?lI>qZ1sDaJ!a*fB;i_|k_z)3I1rBy&^9_|D8W
zE_@jqo$kC=yO{C%R3s_)0{(txW3ze9ku#Z@lF(SNCn;g(k7G@KyM8F=%;f}EyZT|A
z>yqDoIZVwHuMg+K4}2S=B-{7Ouav8
z|9wVA8VK4>!VbROes~n|iRQ^!t)0LfW)m%=UpYK~ZM$?wObJo{;B%q=}qjsDtK_dxzupBw_XNaQ?uw3NTA9&c@Gt0>mUNRuVgPFh1_g4i<*F9zn`@FZR3vvb$YVNzo*H%S8b_FymD9AsA`mCwR=X_?7_onHB*xgI
zUq5{j1&}9D`R>gdE#eH$KZ#lefm!HpjFV}?i@SgWWR^o0A1CA*CUK{In`60UoEjn$O32f+y?il!
zg=GSt(h82GJLGiiZueos%$Qp|S@>PZ>GN~@ajwBHYsS;zy#mz{i$9*8?nKD|OYfmK
zxm?uLV@`ZS@UOD6viv_Dh*kobx>M?H(PrX%HoboBOlixW2^HBN+&v$Lv8UwT(hXN}
z_Z4~TOd;=NB8c;6c8@W&m#wYtK-yg&Vz2PE0
znvuD=E{GB|AoO!EEu>p0qQ)x7Qq#&$oQv&wDuYES~H^{v-
z6d|eOs*K2zwxIq&JrPUG>TgLiWVh2#T>%dSCqWtQMu@TTKPq86l9J+hWUF8N+L5aH
zJv*?3*d7uZI_`9NYHqFtkc4P4(7iXL9@3yMS48*O$iiYPmY9m@1z%Ixj-++B%gU6C
z-rHC#UR0l}_yp@HL2mj4~>Z}x)HS*pX+r4k&Q+lcpceGk=sB}yMX(|unbkVonV8c$;r6RdJ-D3e#EGYcmz$>z
zqyg2}v(J(8XDQ{+4r=Nf4lcb_9n_FaqHJVL$HIVWe$h12OrOBOZ4~&cpFc2`)&YI)
zv*v^L>rs+#pI`$b>Kq(wCs$KdrBE8e>Qyd${cebbK041?C?xF_Kdi;Y?Mr
z)&bUX#KlcJ;ikTLa-x0RNS*Mqn!k!M3$RyJa&os(qesIZrq^I;-qsL**5qpiA
zlomeo#DZH_01ZL8A;qf&h1t!>>wL4{@irckcy*BpA-6^R+YFjA3Ypr<`{rgfMM$S4
zQZOajTf}K|L*kx9jg4OV`Ro0G$$6UH5&A@QpD6;r4HtOyya
z>FD!?;f1io+jsI9_!0+%6Ytxv-@|c(q6(L6?v-h&w!u(i=Dc}vLM6w!LVGP{L}9w8
zXAFs-Dq2Pi$eJu!!L6cuMn`uOi~`60d!3MYG)m2q0SQtKN5{Qx$dk{NH3uE_gUjnVPplqim
zMssH=fLGG}0xyfCHMscvTnZ)YK7HCtmGWhxPPhuYv8`QRs=KuGcsp%vVIjZ|-{{xn
zM!V`6x+8K|KUG%-4jt-B#*5@}FP2Y?!`<(GIWl4!GZ8nE$96*lyDQFx`cc2?ZOitb
zp2)}m9E{`(hihlJ>RA`HHLOih6;_Y35NzBwp*vK2u%hRW8Fe(|fQ5Ptd^HID`%R#n
zwInz7m6yk|mQ7lH;$=~$gF?oSjo@XIEBx(@#=KWuI?X6V6T7ZDFzBc#glZ-3eitdB&fJ9kXDQT`8+v3m6NJ&*{ZpwPD2dg6$O
z_o{fRWj`js&Yf2h5M!h07#fz4QEg*?H8xVkw(2XibpHhoQ*&?5SL11rPoFt69QfRd
zheJW=$gC8@WLr>0NF2M-5+Os(YCIQfOn*{YeyDW8AdXUF@dg9+cbA6+P6!HW(paBd
z*!<-y*YeL+HcTOwy@4F7YZhza$iYd$NRjVXvS;`1+h8lALEuscrOU?AXz}}|YC3SP
z7|CJMpgVM^uz0W6aK&daWVPeByIe;p$Tb#S@bMH#fPm)|_i@E0pn_7~hmL=Dr{@U@
zX=YPr@O(Vi4$jJMh09|DO5*Nyy8PKw@V8I8b(=>1vcT8Z5#&J1Q+`O8-w!2^4fA%7
zF4;~)D1nC1-7FKn$g8?i;6EC#EL9)~^(55W)_>*gJ$c2YH=TO#o&>bw@0S8ssu$&2
zdmSC{-mj06f!vQDKARv}8%Jd~x-OJIao@=wQ7Mal7
z%<)V8J1e~;|KQn{F=l_d#r%2ZuA=dSiAMZ3|NO>+&v37%_hVBr*o5v_AMYo`TfOLf>X`8m16S0=3qh}#5=
z{GP@s9AX2pCkOv;lA~#u8Ztf!Yd}{)K36Q!+1a^@vSK_aftS|ZrRRfIt}KA7vxP5^
zhd_D=%SiA$5{My(6rg&v@?sa_O$l5rrmBUDo;YUxf!28hMENyLQ`lRqAjd*TEQ*3a
z$yqzULZ76a(SP~#Cr_RzfsKhxZ{NBw1j;DQ!#WV&VgRk}D4KGXR?KsNrn|Vg?Yezk
zyLH9+!lsYGfvN84BA`rdsD9y6=))7UdhOb?XHZg)m!2Xad-$;GrkZsDAoE&U{r)u5
zkd4YGuLyeI%#^XTwAwAUxA@M{=3`(+Mn?6MCq;jh
z0;?0IRg|T^09@>S`6vT+DEJr?5*t~Pz7Q}@gz+>x)&~u9Y~9%
z@*$wTYtcuo#T1%i&(B?-$jd7%xqe+nc<5uO2R(`+0P+2cxfz&m@kHL`zvY>;H7Fml
zZ#-lsl7iZ{kBx0X$Qg+Su7kgB6^`cMu1_@v_PIRh_rSS{iQl0bSaGk{U^_eCA0n=<
zY@@am9X`6&`$nxBl%Rb)BSV}A>!-F6Ich;P9jR%VD!6`bIX+Wl!TB|*yy_c`G7v1u
z9c;H6S}=+VzH|$^bba?2m553gw^9YeCgaCq8FM^xB)rI^<|2Lh8D3toknJ=5L4CsE
z82jS}87#emLzhl1B0(BdBQA9v*Z;bwMsJMa@Wip559NQ*SZAi~+;_lo>MBwhM`v{T
zR5N-Xakh3`vu21KFN_T?hovDM;GITJJyu8|_}~J+Fc^`bMc!BUuEyicaC6%n9v<#K
z?+3R&TVV6ztM1q=8RV0%Jg>amjacJSX*^`r(V4wphps<6(KxG1*?-;<{uET`n<^UA
zuHe@!rJy-@;deOtmv10lss*929ID
zt0T4x18Ty5Piop(d%wqr>m)=jANRZUxs*OFd-ck$iFn1AsVHTrRbA3=;v=o?#S|GC&44Mjsq~qywC&pY!0Z22@
zYip+f_o)E^E;i{LeRF|x#=ZMh{$phrSCLTMpN8}vI?`}Jve8eZyEw0pW$gk)ItP%o&G7C*@;mwRlGN7=e
zF4xi3^?lsE=;D%qfGCjRAz}RslLkl53mX=1=vS6S($p!!fZVv#YO}3}D*M$NCCzf0
z`&ZcP^m`%CGIA`Nt`F;C5cMk4NK=izH7-(Wwnyi!b=2kHp*5Oy9q`36<2Ox5XD%_F
zml~#0rNFu^00E#o}idpkk8Q;Rv7cT6nD%R{2
z^h59MzB$XG4`gek5Bazm-Vr78!RKYR)_H6aoU*O+59jW-y$)$^sSUFHDn$L++NxV$
zSP}BH$}WUw0d%{$xtYbKk{XF12?ZU3+Ioj?UzAK8FS7r(nnhgP{L=w3eO^9kc=AL`
zAwzdQTkz;6zWGLOe8t3Nx2`n5XmWqs#n^H+j?bX(oe$vQzA@`V&$ik2-(IogbG@Ec
z@6{hP#)4sRgkuP%NT+tTh>INJe4SjLMQIw=1+W02;S$x1$+BCkVL@m24~6%`cx;`No{*gC))MFHGY;*xZ<9P8zPj6u9eK;I#O$qsFaw0IVQJv8hV^^@~TH
zMK&99uA(yEPR>MmrZXXJ<{}5s4W@Zz7?|>y?W3)WG**HLy@e@mM6@T3fWCyB6Ua#cj9H^Z5rPs~j@nabcaV6O@O=_p~3ry}@r@8j6JX(#4OKugJ
zA5^bOn19kC;ENoiaJUeSiR2-QgeBBFrUkta2$-}12!Y|9;MB3
zcdsGclT02M|KXqQ>#BQLd{a0mf23FI%0qe~Wmj07Yc)Kt40W5)b=JOw825LT8A
z-Z;O{Zf0IJaP5;5*E888uo2zwf&46iXi-j)YJ$a$L#X52J^xL+GwV+irEm3lilDxp
zXEedmr|g^^87x7NOnthy_l@;t26ehyT+hCXNl|->K7)Ktaw`!vr^IEOxWR{ajqw1P
zwPV|w4Ow`6!}+Ji5|vmP0fDM+=pd^j^(iFv)NcS7K|qZ%SPsFY?~WnR4SA+jq|^nZ
zPlxXrsbWF#R%Ig%<|utOd_Gb>wPSU;na%@mv=
zZLmP^k2dd5_1UIlI82^n;kp*o-5yz7GJ>05ccy4Eg+B0xl-E7>ld~g
z=?NvvX5uFmw5m9X_GBj-Iad%Vp@*Y|9>#((71;dUr>Kv{QOogx@E7(a2ME`ZGTefy$GD=c>J-9Qb$_EPqT522|?*`H+$#u-OpQp+e1j9?p(
zuy$!PW9UCrZRtF}%8tmV37qz>G->FW
z@POKkx(ng}A&{MUJcZwbzacHT3QRp6
z=x@t7l-onEQB1B|2P`5Z@C2CU<-72uI6JuT5kTD*#7!AQ1&C*?UIW>K9{Lp{&)YXn
zc8iG)E+KO*LsqI&JD4{j>WWm;zCjDy;|C93?T^%kLU%&QW!%f{1T@r;_FSPMXB!x0*%l8KJlGe{Za^8(0TVL!b_D
zCYR7-P*N$6HhcGPr$}xhtvW$$aKd>kbfqddIjdWl*+?;EN|>&T#(-~VOql5G=vMZ0
zH3>x7VtYXqga(z@!}fa!2u7x+cb`AF8f;&#m3bcKs2{!ZcW>sAs+30omZ@Ctslc!+
z*Q|*+?JbA-_nF4`g7pRZSG=+9udjs9NNo;Si3)HL%q6*4ypcfP>=iFfgo@#G}zJN4J;93}U?5Kr#@ly=Qtfmx~d3$;Owq)Bsch8S|CicM<
z$tEENA0Mzq5b}-4VC~wqOZM+5fkR*Eaw@c(eEs|i?86!>x~AP;Ecd=AZ_uvcOHRcG
zuS(k_>D$1n{oC3(*jovin!HHpocMfn9L|l`I1}=+rjvd&=uq2$JuNZCwLjNhd|CD1
zGdrY5C#mZBb3I2R!S>;`SJOEp^D1ITXe2w-)s%fdXL$FIA`x-6-gN9(-Mm}Nj(aXV
z9{UrIINoH`rZ-BEM#0|?TJFHI6HPT>6=ba4czAl5Kq|MHflJmFFH7qstd
z_|Z_3A9MBSOZVTVT%NT2OF8TRyzzIjK!#)3Fg-TROs>AHdE>P=k)1D_`@d57XX5y&
K&Zoxtg#Qm8*jgq4

diff --git a/images/gemm_logscale.png b/images/gemm_logscale.png
new file mode 100644
index 0000000000000000000000000000000000000000..edeb732ece22dd1d3932aad1e5c490587d52b402
GIT binary patch
literal 66787
zcmeFa1z48rx-I+}7+?!x0R{*Hf`uXyiXsAn(hZ{0(kX3VfPx~3v~-u!txiQj>5vi>
zkp`9SGahiRHP_l}@3Z&W|GBRJ{Qu!%PDMW6?|q-R?{SYY?uUC9q(oO!Z>6SCD67TJ
zo|d6dmZnfBiyWH;5uHMC>@zVOhS2~fG
z%(Nn@OTX<>IPryRhwW-MHEP276qKy6)
zWgi@@br=_YK4$TDzhpHn?gSrgp_~I;3xB2XGA-s@_^a*V|NFQ9-DBXg!F+O9zcx-@
z!lu1
z{9gxTk|frzUvE$w=OZ}PcSu`XJ3DtfUhB64OTCEYkfdyTv8Q6b-3aZvb+z?$sj)YP3|JqQIgeRBJMSD
z@*Gslm&ZFy{Bm=5mpyalHnaZg+pBZ%leAm6#Y){Sc^?hRirz+T+9wkn8@kV
zU9(ez^In2qxa!$QozSS>|^CzIS0^;j34#Y6=|f9jE#;>8&&(+;dHsyF>3V
z%HS!!mj&5Z7B8kyg5NZ?U;t)XiM81E_%7OX4xoowUr>E!lj{(t4&ePJmWr2^9
zlaou2U>N=Rtm5M2V#9(3>`M&N4Muuuw;s53i#)7|`=R>(Kux^_0-e
zuxx6bZb?Z=6;_8;>Ap-hX6A@bokKHYt@Rtv^M_)hM*13L>Dc8i7#PH9IL}yp3=z`g
zP)w5ZJE*1;#CnzNPS09m$
zI(K08>-|`e#yYyX$46N9?D4;?^%T3u#^C6x*La=7*L$pijY8OE)%#byIOlipyW?1k
z?)Puscqgl>s?NRM|G~H=htAG{iHXT#;#Y^q==8M13#?F&nVC+ZIkU!rN>L^ryoIcc
zjGLA56E1awt+%z-Y&{%PF?;LQQe4xb;kmX)hI+2GUqL~E4uZiv8`SO+JVv2pDg0Qm6MryclRsw8pZ--U_2RyRgM*tI
zul@A+&tE@(R=F_ZiZ1x_`VI#t=ea{VA50qtZf`TL$TDjWY_uC2*vHMy9mH!U
zOorCKzxKJdgvgmQ21DOJy4J1Vwk;k@`d9%*JXJv+@q%vKw%)@9Cancta^GfWjf*`P
zydtnr=?(LkB|`+&qtA!bRi76^Fg7?g@?guMGbc};^f=&^W>CvMgP>y2l#$41-Pd*4
zsjcXGoP7L~bJd)qKUvR{etLSEh7qgGmWy%cQVPZQO8eUf
z2UorR`Lr(E|AeqgQca+fifh2;uTVt<46X^Rk@~$SyHVc^n_O
zU~8N8)`KB_^|m8j1G$3=rBC+Nrf8i~<}525RC}TG09lUDsz)xt5i6s7>rvxCk$@1H~_2k~)#BISKFcM&5Dn`ADpPQ5R$FE;9
zN=i>I8wa`;fiQG
zr1oJ|%#9)CPYF>LP5sun)#G8pe(oy`Z`{0@uJds#GOga{ylX01rlHKSYT4#?*c?0#
z;rBLS+o@`s!dd_kDM#IzC@~>x@<1=)E(*;P3e9SOk}+%lOwa(
zWQVWjFd}Mi>)dSS8ISF;2o0jPSJG8{f`gO#`uc>Kj`7!bRfhWn1tmsG_{QOlq#Tp;
zNBwcLTuSvFpO0eUKi1mpVTi<&B$;r1{#NDWyb(;XXw@d`5|qR9^7x}Oo;}-9o2;pc
z$pjhS&70ICIOvD|gK;Ea>Rz
zJ8hQ^sC9RDd!z>?X-fti@kvfLN!`T8T@ihrX<~f5tHq|3WUntZM=$-c0`cP2fiqr6
z0CM?uR*_LrIk&`^9DZESFlp83EB@{@(cvqsdzFFT_JUWSPSwm%$ecH`z*w_|Ym%mw
zu`0rs<#3nu%%Jm}#a03~dUFR0I24SkB3q9N%}u{Jc<4|qvgjoyKr!1rj5|-K<^jM>
z{&>AMUAuG>33K9S&zjnZQ7A_ZTXNEut=S%fIA
z=QN#Ft-95H!Yd+7nAfC^S%Ef#Dtfs7TQr&Llex%wY9N!lwLb=K=^
zdwaU+7vc1)4Ki3RGH1`;txHsm_Tf;BL!S0Oq$`zL)*1QvC@_L$%_^){qoqo0PcQ&`
z_wE&&n<#fyT1rQ0`|;U+FcvV+Zf<651W+sYH`^a
zt0E`+UX(M(Dt!S|2uiaV)Yzw4poZjB{j~&3pGV^J=g$UJ5%-Y$TTI?PB_`&ZGka%sr{TNN~5|n-otE$xt{r}+UzQ-C|A$hdrk5!zMqH9L2
z1?uUB^$J(7Cg^;4`enepc^AMSka(PGW|EAoZ1UvK%a<;tS@)}GU%A4zV@F#YQ)|m;
zUqd(wgl@pTy78awE$VBK!p|)Pkp=`S?~stenkRmKvE$>mVltV=EzQzTM1PEo)ZSgc
zJMC)2!I|-PPZsn02??B-0N>GA*=T}Zdn!U-TW!%0tJ-Fg7m6T>jPju+5`dV)g%VGT
zB;vhc!v+iptIs}Fg@w9+!}6+>l!u1x7b>7UvFq2b8`LHEZQ|B&@ZnfSQH%e4t&;(;
zPjY5ztlpiwAZB)ED&D%kaS|)K1~_k|tMYXVOHS>xlQ-pF=t#1#u=u>21yD{z1dKyr
zuoa)5PwI(3=G7
zV&B=2tqm9?7q77IO>yyY9WC{8Bsiepj15h5n7jx<$4NcxZgK&P0J}m$OjZ^z2`q8A
z+j|U6k6rKF;o#sXZP6wJc$X(dJhZu44a1FnaI&{PSrNE`2YI=;w~S^Q(?JG~Eb7%;
z4xX-R*rJ@-Y)(p>Hd~AGYy$t~6O^Qr^L~}cPy8kg_=T0ICnhKPK2KT}IGC3O9{V*q
zT8D(iVC3ZFM9_1(-H5@=L}!S{DDsH5u5K?DB%kAC+VdAL)a&>$T=-yH$uDfn(1aw4
zG6^y(Hp0dLsi%;CSPPjT?QQK2=JX;ldRh
zCx^3l@gV(CC>PWK?(1K#73v!}cwzC1l%&hJ;IE+}3;nUNF`Hpcw;NQK0SuFJta>%<
zuG8-o6x4YC{=H(qEt|4hdDR_5l^jz63Hl`6?pGt6j#*KWH1#j8Ty4pbCvRb_dC^>8
zM^TOk)zYPGtgOY60suah&U>jBr{Hqz?Cd>NGh9{&^|&tl-GC
z^=X!0?4BgtaP|xv)>=Q-tMtZ=E{Jg>rzuc^m`tR&Pm(p#2>IY5HxATRWl}g3wUJed
zH+>EX$14J>Fem)?tg$Xts!wGUuw&!qK2OqJ_&!!vQB*1<`fNAZ0mO+9Q`Wj7_Q*X_
zfo!=g1GcA40goDA=z22i|7d$jy>g}W<2{l!FLcjif1bOumPr9ym&d5_aDT%KawRj}
z318+TN9tNw+Ni(UJrPu^u5#^F{&Rp{^X$V@6-6F6SADoeeQ8o2=3Rempv8;%^?qit
zDE*TCtNNR>Wf6b8%F41xJsX8_A0D=Bv2HR#nd04;Y2y68_;ZTZ&9LxrKnxD$M1?nR
z-~Kv9xHpRFn}(}L$Y;Mbm<4^LOinLN@%0zKxN)pV8Gkvy=(4ts+vs%{@4jUk-`|v(
z%eiYUWndF(MSmW{oLpoV3T2LI(WYh{MOGs4Bj5{A9_+brMj{Ga|(@Ch@_`~O~Msd4hX0x!|DMb_em(Z~6!TJHf
zPEAd9d+@-@24xT~Eb~_9#d~}jXXfV8dhcJ%>HQSxnsN2~lz2bAv2x?KBUdk2TBhZe
zo?Q8Ly)gM9fQ!FScZ@r4iI%>5SJ7P^-J*Wx5eXkr=eF4RO2=`k=g6UYmK7Ghfe_lP
zE|to>XOF?RcaKQ;2smQYOaeGqCcdRgKa^0rO3;DS7y>v6AON(+Iz2T4Zh{;
z^m_kxO>%V?4o?aVWAAWx^>f`Ox(gg9uD`rKz*Q{r{oc6-=NFo(TQ1$!3bc7EedWqG
zx?>)>bhr3LTm=B*YQap!VOOhveC`$*;~(NQsgDUK_(w5&7rAhj;JS-1+o_fJ)+($r8lpDDvwdBW(MsA8U
zOJ4#8u>z#Q6lCXm%V>9&1wB_uBt;46mB2|tQDM85pu{Wn<+kZjMY+IdGmwD$LhYx?
zV^C88P~-FHk#v{YXn#}m%bUyNk^ZSyt&&5@g32wfGF~T6B85TnrbR=%$*$Vk4HEJZr%$@2&=k!
zuyAhR;E@9dr13ITT-AZcENUXeHny0)UX6Q}MK&KDY}M5J=xkHWU<2qP<#qUC5hdEc
zd`1n0en%jEV8H7;YdP=@lD%%+xIqg}1vpYnH@U&0Tp;@H-4zp4Q}IqSlLUS}8u@hf
z2%%uGY8Ne91PB^TP*rnt^Cd?{4B@lGsSQ_i1`DQWnV1F#WG=jVdfj!y4#!
zzaFG9Ng(f3yV1Vb&-wO-NL-*DyqEK8g?$Q#Bk%@u(HYzF#KPR?NC9UEH6%Fl%4PUzu8vK{7
z+WZV`Qa(bUR|Fsg;qI(+)d}n#t~j;!SglO6pG2oq(qh10X#`}3MG9t2eupJxK~&X(
z#N=_Dw8Vbpo75=}PQ1ftch-~t*IkrX^uBF|UtYPYU^;v1lLz(eLAq(bXz=#(B7|n}
z*e5LW$NK&rlz4D8Z{o6xFcTvHDuyU?JTkDy$iEXhrZG)FoQ^|*_ePp1O
zg-P56XEY6?EHeE1$345A*l4*>VXBW$54_fI20mvNV{#e~m9=FFTCHoG
z+kYh5=zDoca!amFZ^6`n#mZ#nSY&74kuB~jqCF0TR>cyEy*Bh+3dJrKvjj>naN?wfVpOEBb4I)RcIm=AS2WBWwz+Pypd
z+K^7P(OXX@Zj_6TU@gdnS2GE!k%GFOY)gtbjn2hIjIZ{u>ged8v(F0&2_fsZ$)r#n
z1@@CSmn!Ks9YTS&EA^XuYU4ZF+rt}P=+bXx?D+n@2keUY`SXf;dNH5^c8ldq4dikU
zE>S;;EcB2W6+=?REbiU_Xap1R7<5@jjpC=vt|;1`Fh@p5Ykm<|$7+xuY@ciZ-s-{8
z&oKb}kU46#0}#xjP4^u-B#Rxc0BV!rP{(XpeZ8V;rg45)`uwCs?*+Zqe)gmcPD6^u
zrGF9J
zH=cF2y}ao<%EW70q_3tg`y)FnER4&Rfq;N#hj-z*q(MqnaU|!3p{mhC{Ek!4%|K>O
zGw%?OHY4?4>gD3$Qtm=p!$N%J%j`Jx@#veaOo%gB4LNC@9UVv)l3XutP=EHaIiMx+
zvWZhxR+grpTaP<7Q$s`iqoT}(3lFiclCjFve2N*#TNhPB?x}xQd}&0NViN5
zgO4%hyk>77kIF}CXYq@2L5}XeR~=M`e9EkPYWB_mLwXG6T6Tv44T1W*=6}p0s&u@t
z{DVPbTC6pyC8!O@(mhe)+mH5{H3%L)Ea#PGKQ?g5`7^YK+9Y*V%tu9Ywnfk+*g3LQ
zV^D(;Y9e*)+5tp+W_7iXij5C+c=Loi<+93ix_O?;SJP@$0`jZjYUU>C*3#2#5%e;LAfA~b8o
zDZhv!X&aBy0}7xq-#(Mjk=UL3FKl)2tptd^?_f+B_w3k)B^WN`pfMa
zA;ai$eEr4HKmI5#E;UGJKXOC?0Ms`x|G2~7WZP0}1{+HUi*
zq?)krz%8h@<$*4uq=MogW4+(MYNWqO5d-aOnK1N#+rSwGQwyo&Xqz$3$NI<_^Vj)er_EQnbF$z~DDlA$&BIvsi8_6)52Ly#L
zuNHhL&}8AfPI)GA>nD?ovFiNWvl!{dbT{KF{L7v1aAc{6?f=sYF!S^}m8U%5`s%);
z72Re$=iA%cPub2_w04_c
z57>C=^5uCt2a(DfpbppsBQd~5#d4p5!sXa8Woc>Y0WLBUlndf?=bmCykxC3dBfbt<
zbpD2l!VfH=VI-C1wQJV~xWdnBXlRgX+Gfieg>(b?Ew@91j@xW9oF>}^fsGJb{s*51tbM{p?!)A1>I5yEQdiOZjeV
zZC2C{pvnHUzu$blhWCB1tfS(M=}L$22B!HK@M3IMSsmjjhgS~YItQ=42sD3g;eGA!
zklV*~+m4w>0I^>2k5Wm~3(XzKk$Cy?C7G
z{IDbmpt`bknsxfM_J@tl7FWK+YQ-x;$pw>fpe5+muMY*Mr1oIjQR^))z=h&318&;~
z?R5O3awXS+f3s7E3=!X)ldF5{{)vXhv^6Hc?OM-ek1d4al$sF;E8feqo;geyk`>Uku}C=F>0Q8f~h
zk4BB|-k46p-Je=35CLz49<(-I6f6m<9pc`U!wH2~m@!VRl
zI@qs7=&4BfoB%8loE+*Mi6nEqfSA4jzRbKu>wRA^ruK!tGMxBc049qUI9<1xc(2bqdtT
zFrd(Q5b|Un9mcrMQ^wb=Nz_cPi6QW)ZfN=KhKCdW6+=jeS>C#aoLMeeW6>f
zfXs;(pz`ibD~yOB3wAHWXZ0LQX(Dt0d*_4vP)WIXT_IT`5uS$P@uQz@PocP%MaCut
zEGSPypkr*-nyN?%qBcaAkJoEDlbzO>Z4r&}k0crmrp0dhXK`(T;}neslwXAQlBG#0
zNG1VZAMk(8x-29tzgDiPI<=ou)D|rvz5D})Zw5I&nD{yx1_MDpFH_95?k6(6Cq#g-
z49HVHuqI$>>NE0LzN>Wl{$a}tP&ZLpo4>~=7xbh_UbzyXoT$PRoq_%E6hc0#Xj6k$
z+>|o*6)_GJxh#4UM+`GM*hn9M+kFcPLA~Bc4>W{u$Ylg7LZ{GahP)@LpqH`9&+6ZeG5p`w_~LCP)3fnz#K_g0Y0|CYp|WiK<-h<
zPqih>*Br)Af+{eJMunFd0Kk1y+1m%86tmb0
z$*45|<8a`>0UazV*;W*e#32F5Q5Tz^GF5a~(&CT1>&XBnD8C47WWuT=!}RXqPN{xS
z2ZtOT9Lnt1(y|SdBc)Sp*UYX_ocy_BXPeIQHQOIDBLhu@WlVj0e4behw2LBE(Dr_;
zVuDn!q$+_dXHqv6LM(WMLhrL}`|9XX0=7Z7(#u1ng$u&Wf4%GuPR_otQQ{L59@D%~
zO+sszHPNlWn29j-nhOklI20!n>DF%ldjDbLW?qEEVk^E7)a=CAfJJZDpI#q0X;2dr
z3VMp;=+S!pI%P~Eb5M}HHId{EP>&OB5S2GWKg<-qFdhj`eB0=|MT^`uh%6!z$poN|
zgjDcRI60P?5KeZ8{6RX=kgOF6c|hp841Yh
z;zJ-Y6{(Y#YNyw5XNdEr9Ce^cu1O`|_>>_zYz|DCGR!-5D7w`b2UsAFNJ14r-4dCg
z5HI13dpHac4y?!f%DTL37Npo6>MZwdF}AsS6pz%=*+~izk5ov6jd|Bzl=yNdXSO=!
zR%~@}bWFGERq!Qq90!q7q)r3s6F_fvnj%sj=o$~Gf&FD8-9*P}tDbu4&91RrNVg6Bqq~+Q+;9xcjjGHxhD*;qt{Whs^5fCg1PE4o
zfbUz6TPHw>A}*=?kvdh_v+PnwFK0H@W|>_k2!T{f2x#&MBPc03@F2KFZu3Qh?uirP
zysZ;WfMmohxb32Pm&zuGJrEdbK4W1J<%$%RjM(~Oy1G}OEXAQ7^)SQJdPN|e>Vd5m
zsgwS+Rg<1C#Ffg}>s!C$sHZQaCDA6ZYd*fd(Gd|5Lv^MLbU+ViW`Z1Hv58-{dMg{M
zosLppvY^jZ%b^UYb~KF~)Fq=5d{cDAqN8vt_%LVZ=?@4~>+sO=-x#-{>hBDgk*lyl
zaU(pnmXY69ng<(->@mW3z@ZkAZP5vl)EFu@3Bq!HM|V46CwpWbO47(zA>{CW63!-;phJ>P)<)}b?M&XR`R
zLK-C;8Asn4Q4x{7LPCY_k}Y0GE%vn&q(P+E0ugld1`jR2haVU-@G%Am*<_vVIUk%L
z9e$?UM^VF!Q*Ul;MnZAGi6D-)V=GcF`~%HR>v;rV4%P_0f#z&i!B(x*_d5}S_NB=_jPTb%?k0!l_HztD-r2AOR46dE2X
z7dk$fpO;6y`W$tSZv-3!xx-)~`n-Df+U9CV7jxQPF+%X?azxxbK3G6={QPn2z6wb8S4Ql+g5#n*ba~MIXwi2r69vt3Tzf
z`5mx?y`NGq6Mu{wPeGfYZQJ$bYLnEtYa!Oe15{$aiWPe@*>o2MP7!V)7=(W}A?y+!
zxmCIUu5qBw6AC?7;-}uDM~{%f+gZeLE;$m2C4!i75m>0!g;q{-Q)9
z#+Ms21&139JN?fkU)rfry_CETu#>}SuAxTd{*F+%6|)cr#PPzJ?49)(u=1%-L6+9n
zhb?X>1k@58PmLkYx}D{*q=<<*=;OI871f_#(4
z9z+mM*tAcDjgL)TR8ArtVzP_tS
zS7%8qBq9LN?eVv*Pz4AhjoFO=DfGU)oT!{Nz`5~&X9nP7Q7J3Jwn~yHHb*b0W(CNX
zU@bnl3l^gyk%k=(CfmJWl3)pbw?H!xKQ&w$GtaZO?f@QgUA-})L}xHsGU
z_Ra~6x7~!!TKUSAW&~cuZUpyws7vnhtytMUPo6{}=NTZ{=Cpep9|oc%l^X8Y8;Y$`
zR})<>Hsr&H>sVM>iP*N4-!|oPMng8?@qs1@eNIfZL_&cdu?tsh1nvVOr=_Ql#+}j4
zMQB8zcqL@b)+1M+61M^j&+!myNroYWA9)6hB>}(8vA~t{h8U+QBVvb=g~c)*%V+*Kl3GMo0uz)K3ROeHFhhbNUgWRmSKi=fD^o!T?z@kNz
z2Bc&e3^!qIFkc{-rO14wXuYn1sSE5kSX$IO`rzjYVP-`v_6Sm!-`=l;iq)xfHur>9
z?-nEz15i2yi37bI)_S!RcQ3j7%>4?$KFvPoAIqtzy0L@F#1b?QEr-xkD9HTzuRXu~
zR_Qu6W+`lLv(pn~=Yq>1s%MM+U_L1mNqzIxotseM#6?H~4RPzEG}8@z>8iE4Q#~2V
zUKd1%WDSR(B7|V%gNv3q7M3WtyLTU2T7QfL0MUS($)DFO3>J%w-@<$sDCvg|UWyc5E_V2#{=CK;PBpLKX
zd__OPDN*blQD?wR+VS(Hg=8SFG$2wYNf$77;pvFC77KMNpJhzxjMXu>97cjI&z-x!
z=iJk0U~So0SVX|1efjc*ILE8M4w20WpVbI?b`Uj$ZUo>W8LtZgW8bjg3aF>BdyT*z
zrB8;ANIfX+iL?FSL9coGD(lP^9j(EG%ek;@{^Zbd6B;ZIw40lo54XQ%^6?8$_Uh1h
za-#JFkABT*cuPP=8CSqg;|SL|F@5Y_`Z_&1OX&4{iW@(!)?K`c)0PvCVZ1)#ok*s@
zbzfilFLd}eg+f>?#s{V==D+x{Ntlv#nqI|bo<}p)20LEF0wT%{+N9DPY4V|nZ(g)%
z{{+?1+McibXHwVI
z;|mjMJ)$&!`SInoxWjJg?ql67c7Y?;d((?e&Oe%2e{8*5*?q3ct->?HKD>uh
zh;gSM`bfR!+|_v@l4aY{SNWt_1RwQ@Ck&sJcyqK592A#(^1NAnv1!Bqw>ywbZ0KF8
zIR5hn4-pZO>;>1!iM{gswJu>FxOsS3+ZaCgM@uV+~C>^ku%
z993AD$t3!vN|6;XK7!YNhT9=j3+&`Dil~HMwm|5EZXW~vm~e)$W)V+9^a0lM!E*4%
z%BtdjQo;PnmqHe7Mb9XU6!sG1Jj`F>gn_~$ViCKoMa!3g3e>JM$YvOrPw&;Om56LI
zC@a#TGZsGua%K>6YSzz%O9G8mzRh>$Z=Nzfw*qcK_-nc$H4$(CAx`mI7FZeL5~~7Y
zAXedCrn&Ju1#`3Zq}KvPl7|^e>>9-ObmuuI(WbfCF(D+$!qY8Cj(Z+Qb)r;3`=Y2++Hqz+Rf~MYG%r@^B1~Aa9
znS~ysE}R6n1+-HQ;dETY#h$dY-7{fk7hugl?fF8`G=FrwfA4dlU97^Dew8dLr(!f?
zHr&~>;nK_93$C>2BPe&H3{2C>JE1}cc^56)~GS
zi{-@ix}puorIuTe?ZPAlzS*i2S@XxejoO(_44x~>0*;=y9}RST{2mL7Zo`H!NRu%TEeOn9!z7ph
zg5D6tHSrqaVqeRCEnHtOJ`iaYg~_id992IK`pT>4JPM
z3qF?^GD!Ct=$a1g`gKf9-0`(4UE6le-+z|cKV>@~8PsN+b-Y-G`EXm?wLdtTWV`zJ
zlzg4SmMxk~ohjebv?+kO`$z2S$(c`s2GWtP;XRIk*lULeV?JPfsPyPz!);^##u!(ZP?nm^zV-Z^5)ay=$hoL+OQvj**Gy
zTT%*p8G7Zi42qXf)STz@s>=pbyp*NjQOt1Q@CJc0Gl4o^BA8Xy=?ZfX~C9%V1CrhTTPbCPhOf{eDRq@EEg%IV*B^r
zr811&6yx^nZVubUk?0Ji!zyp6ckS{NxR`&gmOX663VzkZ6|P?&U7}mhzwY#!l9M~6
zcWi%gVuShY>}*?u5AB7k4MAE%P9r_8ettm{17!n!eYyiv#DjA>_TtTZsLngSeali`
z^Xe|wt%c|R@pt3q-;w3tB;DY@W&HEI=NA&zNA!FrFn+qI`fD>6r4j_LB1Fz#6At(^
z_MMkx?;dn2)WqlY6Gi
      Qeo=n+N*2yS3Unsi3Hv2MsX*Z)2hMxnue=c>%
zs|)+BE0ACt8XKp>14O|vL4p1J{H71@*fjXul*yAbDH2|NbwfwNM?7`vu-Xxh|`{A==^Y<{=hb)N008isd~Yh82A%@EX1Mwz=2g%;8jxysc7G3#Vn3aPPX`I
z?W5m;ToP-hO7iQ0vKlFmtkkijLkrhDa53Ibh|&MjO+pN^3jqUlq#%J{)xWb2PwH1h
zL#=ZAt|eBCg!jv}+%ooL`y>(>{Qtk@2AXYY`X5SPw$nlUV1#fr^SJ*b`34O_<>*i$
zXjvGnr#lCc51>N*`2(RZqV=hoLZTu1$dH2^{-7|4qDVAcxNyKG*3b4}n(XX9^IK|0
zs5cY|b-W_!PZq?-P#xEiLNdVVuK;KhbQ$vD9-s!!Y5LJKMLV%+)9Ou|j=)=D(3_gH
zf=C=df3B>fqd-A8&%#1pY{vanCM|WWbEtLAS!UVfpC1_uDx@eKzaY`(na1lq*LQufKZXc!sEk^X!hFIALz0
zdm?Yvk|q7AN!mlSMjnlk=qoSp3uuIy!^~E5uEFtA&}Ap=K_8
za>4|=7)MFWt@f&*dXh+4-xZt%4U0pgAe6)_<^-NYD;+vvjTEY(!|08MG9{Kj4!LPI
zFSihe=GeTbd_8oqrg?VFDY@;-R71Eg0!Pd|6_qmK2Y<7Wlp@4i-@kuy7lPsKZ)tOr-P%DRm-O#^YR4l3`GUgdx+j)aG7Z0miQ?D
zCrkWCh<=!vX>j<+mecFa(fi_%jZc=P0fBXm3U^5%_2mIE6coW7XocM
zldzc+*T}B0^jmgqA32xLP(|i6$=fHidq--wxc#3N=WAJN52K(chJas3*8GLqO-B*q
z{Q32`IdkW>MN0)PZK{rH{;je!Hr-2(AcNw_fFmokB81!3)b$d%_H`s6KgOIoj&|K{
zX=POn2+5IDH?*yKmD33&ivdw!@!2fnTW#gPcJuqkx@;>#l@F^Fln
z#GipLX}Xt|mhKbkM4NT%4sxx;OVyY-aW==+8GwTBqXXcthK9!fp89|RT_|fL)JGce
z^FmLZ>S*G&L!3YP@b))zcOX~R2y6@Sv!!wpf;$m4sIzdQ7cI*}u1R2U@IHz#eRPA@
zu3ZaM>5dDR#H#t1I5I+b2>HC@f?Da=yo8f(-b^tmV=H?ehTO^3HG_bHFNvh~v}qY!
zSpW_CIO&n|L-%l=X2vXD4SbXA-Z+v6anZbh31|+=Od^kvszRPQuUz;i$+SgvpHWu1
zb9$V5!p=KazLuv6>iHpZN9b^e+8u}w1oKYoBo5a6`91k&
z!@o+FZPo~unfsT+dn_z$OixQ5Hz=ASnva9muTP|2eN^=XB7%<=y1u4HJ4)4ON1PX5
z2|e!eUH=8CoWI&(=(K5yFbcLSg468y_UM1rc*I@6FgRCLq+{f25BR63L;qxXK3+5I
zX!oQm(@oa)4VLj=dq<5<(}t+c-KlJH-oE_+u^ilbxre7BUmz+jt~-1Rwse(9J2Xhk
z!1f}-hHE=_1ce{))H7tC(e9J{{!_shbTQHRUX#;bTmTMc(TxrLY0L$v#N>Z(4E(?Z
z6jejkMLF8-QK19$VXppISJYvsNV{d92;ai2k_5k9S$uxL+0immD^hpL(wu*LIb~1M
z6R{b$0vw5hxlhFitMAF!N%R~v=**OWV+|fPDLMXs8c==jMF;^h-MFwID6NNm_U#K7
zMj}`cB$#Gh&L$ojJKTm%ojQ;>Aw;AmU@(bAx|9k`i1s9Cvmm=ONK(-q*HHn3ryoLe
zJycs;p3r7EfBt^DMRo=M$W7tHC2H?NDuC5MSx!LW&6_@`_cxcN#ML>4MD|xy?7?}{
z*4DN`$S*Wrz?z+X^!IWeP^a2ae`uf>+H`^PH2y|Q&APnN<=14SGKW-k3Q_6K?U%?^
z>ddc9_V_cNZRk`mQm9>!lH1i6C5lhR%dxSw?MPb)Ox%kScxZRJv-xMH%5tN`J*6ai
zcHXEzlx0^ijeQ7)_@D?NhN)R5b>bvHd;VM;L8NDM6u3>2qZNBFS!5EoB`{k!o6kZE
z0^@AJblDs$YTJW+IUxr{RNhshF9Cq_B{b-O%y9DEdi63OlfTR|A{pIWu-DB;KU!#V
zo-s4m)YKFkGR>r}2wJUQTB>7d$QHTU_r06jDOB_+8xY+bx5&r(;1
zW@jY{R>=fLL<9grJ$Uu%rhZ#qeD|`oa{m*&7_V3++h!V=ak2f3MgeHpi}ZAF(RO$5
zUdbJO3f26A28}eTAN>Vw1%JL8#6CxEbu6kR^6*eWYeMdP`urKX3flfsKQBG6ws6ED
z0)iJZ779uJ)2!UKk&jnDm@woqKgQ^Og*rx~ojyYs&5}w9Pix*z~u&9H}r
z?DJ?k`@k_K9X=U_xuF2da^z|$Iv&%VI@kNFe0z6q9th%YbYc#}vZ%D9;bC~(m(1G)
zW)AoTuJPZo`#`1iaB}B!;o*Srz?(1695DXP57DS^+47W7!V-q1I~ber;y{dFe!~|u
zU&j8t*DpIY^~ST0*EqodOr1JaN_u6GY`_(!aSw4Ofd``yT>+TKTYNcqmt?}ydRpdslFF-gJR>rFsH}VljUlCM-Mk}*@l{}tPBWfC
z;UiTVd)%e`<`zi%LlZn?YxEkH4N-6JDI}DH37HL%^COBbG7ckmeRC
zJz?pgkRaxBVtf;Ir%XA?Adq01a^%A8pSO>-7s4AMD_V4BYE0I>U(hZlOO^x!V7b3<
zMKK-9R8%XkWT)yQ1vU|cC+2Abxo_OQt-EQ^%LRY`3&vu6%z02
zswzRz3+}&l6(|pExCsy?-9!yz#4+A(=
zl9iL;zyw?U>+>7L1aO`wDmwfF1!0Wg(%Mq90rU*~dDZ$|?iN;7La*eo>ks_{b-kwC
zxaE&{t>(tg4J(JfspcY$9r1FBk80pj)WxwXWdd+m^10$o$y$(X|J@0H%
zxhVS(sq`G6Ao?Qd{0RV!S)g}`dyY3MH%32J(!@^Y#`WuVY~We$;Z7oC!w|C8xVeXR
z0ksM}--A6JY#YuHeZfs3pcf9Fy49EOUk4>t_W0gJeDSAFn|8ThO7I$8U3#8cd{P9n
z1vpM;0W&KUZbG&&yjT0QD$sSx)ANK73f!>+3??up@Lz~=CZM7?IjuD5@=8kc>1``x
zNz{Vt8k%w9SY+fPf-M_oR;XPmpENjU8xW2XluP$f9W6)JeyOTTr+Y7hF$T-=B%}>j
zR#w%v$CP5BQBX3t_U-#i+EP6ShFR6c`@V7R5^{3llu489!B4c2oBnNS@!yGqjv%^>
zIgAGm9(1Mh5ZnwI*<|hUGrI7o9XBgX$hoVVb-$O3!acN6$X6Uv<_p}C%7nY&@uQ4R
z>_vHbBv6K&e-i!L-{xl8)C6yd$Dc*{ByeW5Lu-(dAx3zl>-3|_0DLR!Vle6nTF=Wz
z7T8-(v%I@?Os}3ji|~VDmx4v#7ifIudzO=x7J)Z`9?$vGCa_s+>$Js+niCjSfV_E1
zTXuQeKw7(3N?YtL+gpH^87vr@Re>8ZAEW!MpxlD4UO&$^#vjg={`0=3<~wLuI3Zbx
z+UCxi_kw#V_(Q|s)2H(|Krfy>3#1gN;;QW69ArIul(Id4C&MJf@?4rIYMVp5gD}cK
zdX+#?B-kBBWhPIaEU2U=>vZfK>qFOQ%{$d(qft
z94aWPZQC{wS74SB1>Ae$*pH;#s?XnBn_a&m$UrK6cHcfpYHZ3}P#B+;qlW9~gbA(<
zMVkmOKb9-H0dx#pQ*p1hqO10V=n4uk>hR7R|d34b7@Nfth4^vP_Z}|
zoy_IXX{>}XBGYgf(q6bd-n9rx0mX#(QPW#tdN5s^ixQ$2pY7un(kofDb-HQogG>6I
zANya+oqCn!rN9V?P?!iGa;zE
zT5aaJ@U+~z*;CX78
zSFaYsekb;y!Q?13Z;v(7#m9ux8KFh_$KweTUI^pOeOlxp1R`Y5`^yI}S-iOD+RACv
z-ph4eVHIA!cu|dVvOKgMRUPTsg#ZAMDAVa{ZQdVR=$CKa2vGz#H<_u8!P-uHrfhy|
zBeYSqN7@aKyCvNhpQ?r+tmE<9u>e2lzz4kj6Oc8)>|EArMn<^ndVu8aNN
z!?E7!TR~(v^fz#dYE5h&zZf#Oa^|tmOi6`M&ccbi#AwZ_(JJL3p|y3rI0XW}?pl=U|EQA&$2ILOb=Sx#Prl8p%EtWL}K&prml(Iy+cOOs*
z^2QHB-l%5VlqXM~tl7GC5=7h`3>bv?%%FurqX^ZOAU|O^Au($qF2}yoqMvF)80gB<
z^!O2Hy#fzk$X#dZMhJX(M6>Pn7Tyh=oLs;CNz2y)n7T8)U3SmyD40b4)2Hz!
z;|aDGQO=O)%i@mYJyoE*7Mih}Z9gyEw~*~;jNs=TGMy4NibeFBs&yoQNpa-MsztbL8oXRaTtk#-iFsSIGZ
zCx5g{avXKXbN^F5y}0{u>xo|NZH|R!J8yDyECNY3&gqb*dbi5U4@OK-vud8X|IHzr
zq5uxJ&+L}GthSNzL1@GId7{im6teP3KX$7wFbWbRG{SZbBa!Vq81TCjdnM
zMR9Q$%|_pa^K_09fk4Y;O#4zT3t@T5S6L$hbQoG1EVrtJ<=%$1YcJe#wV-_g7Y;=y
zv-5KBI0zrGbS3scJbrQce%$%wFwls=swwT_rG$Nmk1td}npQG`Hr|%GyzA^VL5zS
z=w(3L>%wV7nm>^AEA$S$`Ua3^agGS@A8TqJkrpqUKi}P|Y+Q>{{-t{SX!1k>am=|tSWz*Ln(ui*K>(@n=lAaw
zgoE-A_3kgey5Qjz>)O0y9_JC+l|BU>AWxu*n7^Q!BLI`FP7)^HvkCZ-?cD8kB7QG0
zHQxP=t~hRSoc4z2DnT{;PUgH9ASH;qSqqefNIQi3K4kIc#TULb+%UTdJh0bd6g
zLcxHw!U8Z~irlbvbE}0IEr4(7@Hck@E{Bvqs+5+bnWFC?q+5Bd5X%
z$YK(YCOgf#b}Q1NTI6-vv`_vUg>C?8Y~i`C!Uh6W=*{7o?NT*9ztZ-h@5X%O{PRmY
z8@`2@ZuWfTEE=a%ZEbA`^lXrbe*F4X1XbAUSREOd7JU%3$t{ycjXKEt-svNLMp%_}~)alh#tCQUI_~Tk$gRog=
zaK~$P#bfs&0J>cN{rx|2YkoF1BI{7ZFf5ydn*>5fX^hAyReSfG6N41D@tRvZgv@I8
zyAvDB0Cj-lt4pt}zEQ~z`1bbBl8=8{6-*+o$4)57;voq25*3#o0?tQN>z8gGq-aH;
zu}8$i6-uzTHDt?2jUsnZK`Y1FOKt`;rQEs*l%lZ%7$(!UwY})x*Vx!=@g8OQ8W}w`
zWIm=2A7rNH+j&m?&@TNo2ip0swA+$+GEjckLjz=3XQ*FTY
zgruyW_by#hg+UuSbZA9LWm3HU$~jr2xWcPeQ^e@5^09rN1y{Otdb?o5Vjgp|Rluw0rZ`ujw3A2f=
z@;UGLN=`}#DcQzsnxB!8QHjFW_Z+3yOjH>CtUVRJm8U)3I&AMJcg*KI0oxf5Ua@rP
zQi}we4h)=y^j032PWpT3tR(bB%e~kQKL?CI$jy9Z?49DcOPA6CGZImk2$&vp61L!b?e>DBfznqVM8W%fqp1TkHoCDY
zvxi{F38fEU`A|dcr#RGCkzUQPQT-jNsdS_XtJkdQJa+6@rijxD+>`Va>my4n_}|uJ
z?3?3@c0-2>LJvC;6bpN>v#g+LFn%h`N;L5rV7O!W^yz~DJmhEW);+&?%y2`vy~?j&
z1K^LNF-YNoIqq)75H1QVDE%GB|H_nnE>ESGOcdZDxXVW_}6R*$r=sT*39WX;yAnRR-t*loAIJEKuOuI_y2
zlyE>x9RNCi#GMO)4m7t`&!Fqk;qK)vc822Ul8xPUdwmJGk5^W^uPp
z9l2*!MN30p{eLY0&%*duIi84U7KV~{clB5_=YK;`Y7F<VV3|$wkfR4|8=EIg
z+4#CA>P@o}iIhBa6mh|3_o2!0d+CL+O^l#^pzGBRm`%$j|52N=fuV=%+n05+jzp`0
z?lcQ~7>N{>1d6Dxab|}gY;D1)eEs}pVbp;q1HL?u{+i=p1hH}X{It$yTRdTvI{3};
zrrw|O$*TEx8i>Z&)WtHhM=74V*wkDNWIKmmSQGThvHboZihVwp`$paG03{F852d7}
zL|wkzgM0EBh&jfPk?m|w9d9QyIB{7CCJw?j^z6xzuwg2E3j
ztvLL2+VDS_$O4P%{t-MacOq#$`vbwQON+k?57VIwcgKXpVqAv
zfy7X0KY90@gXdLuPJ%0Z2npmqM)K9J&_4etlE&_Fcz%wF3}FKUVTg9j#?kRGXaAMM
z=ezpeiq9MWUd$<=9P!Px^#ot;bzqSB(xsK4XRIU0ramaVzssYkxw(?_gVty!XJ<7(
zfFNpz#UvlzhnC>Kzmic4kA`vRg=Y`y-z)Qp{PWd@?9frKFHajnP7=O85*1K(eY^WI&19ge&!FF{OSgWv^&<@x~+7p-8&Q6lRj!@_N?2m^INumA@D1Luv
z$Ey`9&CP#DCb})%aXVT$p-kg@aBnZ=N7*s$gHE3%`7_*m+DFGQW-;LVS)RAC{(GUZ
zN=jP%{AkBZoi|c89Z$M(=ia@sn_QZFhQs+z2s^w+X2bkuw20{oFYo>Iq@K4k>AXvtTK&WRSnwfQXK3tm_z%6JL0$j3%1(n6es(yJ)NeImZ+eXwxA
z97SURZKDcfw26T-nG?icp+BtOza1&4_}A3D9a2^}39uMhxJJfp%}w|0vU_t-Csv2G
zuUgfz2IAu8{a?&W&740!f9#PrSqC1z?o?j4?aqd@vB2ST(5wi?9jr3x2cBAn_)SR0
zUQ1&pidmC%(g>BE-RW~QQV73JpDAi68#u(PRnyka&KWs%-L412Cr<2-1TX*du_4z<
zBnh`~uZvi^ZC2sAXLuo?*cTi(?SI#;-^vCd1|*+!>)m_v*3g$T3`YLzUsaFNH5u2#
z$k+WUZ%)9qN0Sf17mot?2MP&)uEexZN4VIgmX>NxEKW1o&>w}&y^#kdbUY9KEgabx
zU^HF4*c;gG`VqPEYakrcYg}|1qpGIli3%*++2Z!*L3{r8_dpO?!DM9DY-f1@38A8a
z4^qZP2kKpt9U|1ak(Z9%H92Y8{-JRAm6i7f@ZAqkmk2(Z=KEG5)7>h>>K`Z?I0H6t
zq>PNNtyw|{Cs>=lpBwx}p~|TD?&{#s&~DWBf>@uqO+KaSqn>rznl)=ayo~G5bgE@D
z@^Xo26N~@0HlyfZQOTKS?JIx%x;yG8`ZTuebigXZbj6C+f{5?sm}E%%bs{hKD(K8W
zVitLRKko?h&3?2jLIA_(4m@!pD`gvYZ3!4`ATgjG7OJ0k&#%nA_lAcU5Of;$8fif^
z6>a^%`;M5=c^j(O+D#ZXtb?@Q{&!Y#NHv}T%yMyTk(DwYKVbmtmW%_gNU{i?*J
zmibOj8i+TGDi7Hj;#w=t*Pc&z(uiNYhPjAvn1c?W*T2ha4nTQ;Yz9?rfcD9_>Q8@iD_yldFjKWCjM*9Qb7|4
zc71p#`?JQ<6lV->ORW@-+cMwNZsCgN{tKvIgy$F>vxxZ=ZREg=YnNkVABc<&
z%sHtkKkNQ!YbAtc-3f|6zrIuCk!SLIj;D-mJEYk*HDa(X6~SHssD0_L*Atky6McD>
zaK|!J_XbsGs?YTK#9|O9VEWL)od|M?(Id00%+0gz|Km~~ynA;lI=r4yQ|BD5*1j+=
zQ*k??Z5s7ssA;i$(4MD{f8i+p@~^OI59^(M`McZtm918|xh&sz{*rQ=!|PnC^C*rS
z8k#wjjUrt#P&SYoeqiR%nfyudO(;5VGu1VN19S;COec2$ZIF0XHWW5~pP>pLb1EgR
z4f1Ke_w^SU4Gk_^zm&+L+ql_tw%)71gl-da^8<)k!4!s#9N7gpsRo;HDi{R>gm#{d8!N_Mw!qE$-
zGwl7bbH`U@fp}`%)bB!B+za;dM8qzzFm#Wdvz>7|!xys;dvB%-VZoEm=;RPMtuBsh
z+NO-a8a{kI)V;^>&=@%-OR!Y)a&JQJ>L7^y}OALCQUc
zv-d$5D(i?VJ%{Ki5xYNdV9+vj0C6}GB5ay>a3v&C!ru#XdalaQF=M(D*`A>5?t{um
z>vrQCHr(#3*4`eNaq?ztY&T+)JZSOQiPqVN%31i;3p}x>qSoP8?%?m*0U6YSA@@g+
zK|oAxAC=57wN_1;L-|W(qyZoH`XuPYJ`r>u)_x9IG@!qX%zm;}CBSti7gkW9LfK@S
zXffvSM7%V~L+i^@bQv-`;lkdmljy}~pS0n5C*@<^l(M5q#}b$N{GoZ2Bu&@#
zy0kvn8KZayaQ3{O17&4>1pH;+i=pMikMAQOL>?TC4^y;BHz45^cei$DJ|F|>Tzk^I
zoyNveI2{j@_8TfArBL~>)CS$#+EruQRk&jN!2heDphQb)KS2Rd?>oDuuyQ-Lk{-x;
z(xws_!Z}C{a*)Bfxw)7H385lU;M{9@D>m{iRy=v)gfi$D3cBwKgvu|Ns=;>
zq*5f?A^9{UBt;pKlw`y?LPkqeMzkn1R4OBTHANCaDj`ZIt1=o!k^0?V=X?FG+jaeM
z9Y^E+dB2{o=ku|i9g%8VJICVGg8m)ID_t6Q%5!U{jFGq6fKnBZS+GWEU>(lH5f@Xy
z?qA4yomA<#C~wQh(Tk4K{N6^6&D=EmrXeD6rcVQd9+D!zx1oBiX+q?~MQt*!Xzldk
zksCU-Z*RJ2(J{9ek|Io@-Gug%MQN(^sGC=O(&}lS)Ll=ec98|IBoO=_6jD_*wAN19
zQY|I&9Ou;@J=jCFU!O_P=Q@{bzkKN?UKMs>4Jm$uw(v^(2iI1{a@EqM+B{%#TO|?*n_!x>9>?D8`2=fXO8Fc9XV36`KC!oGS2
zr9W3*g|yjt&duGk{e)V5n+yj?^lu}cs$`6(-414`s6y&0BxUrWPmr3p+tz>oLq3{l
zgWT>_`5~Mg_v-a)Ay58c2*vR}@tjp+{jcF*(w%HScgS6FjP(bKppS!iqb2zqxm3#akq~SOB&_u
zlB1Ngw=8{F%HlPW!22c%}`CB1!nO{G=e=juMsh__bMTyJvbR}zQ<>Baf(5X1{T!UwNU%yR8@gvh-m_F{`q%0
z-R%T1kr^B$UI>_sVE!*aZ0uka+rK_kAb+K8%Y$qk1{r)kEp1AF#s0kdrr!4=Fslso
zQF)N-b&*N-{F+KL0saXotC+dDudn96$*KfoZ{o&XgED2%)>8*7=Jld;VyfC>vBI#y
zF=Nw6Dh(Z0eO=|0gelZRIT6aG7%KfFNg&6Lxa=kIhPHp{2xWAr)NWafLRMJg=Onev
zS6rpfvJMQL-;pQAdn0(6=T}zr5+gZ}cD-kJ`_xDzY&OfzO-#SPIVC>+twi<60Ug1i_yR0lCnx22YiDeMG3rw*~VMB@1ERa1;%;*WkB-GDUc#p
zPXvRijc}I-6$3ttJz5AHOe$D6+QC6Gy6B5VY}cyfkNF}bX^lqS1VceRMmQlq<9YW=
zI&)^}(>_~XFI&1)Tsiz;WLu8wJIQx96E|6Cld+O;eTr6h^JBVfkV=Ky%#^AR_DhqOQ!L&*~uhED4XjW8T^;qkbZOCE72K
z_fv_RK*S2(y49|$s=?wN#*;1xFo2Rx+h~FKp2)=W00Q@x8WTP@t$JSErW3pN?12o_
zS5#D_r%#F+;EF^ZMC{7NvGvu9eJ<+LVY5CZa%ta|hC`lpgD*@cwD*GY;8uMM4T
zf#6kqQ3AGv%ouz0k|9a(yxqg9>R4bgYe?-_ny&5&}H5~j?BuTE;gB7t(q@YzRJyV=!e>E2XxqR
zsDj;ZXMIZZ?!DQsrM?p{)^iLs=Q9y*-mL
zI6gQ#`KK8X9&f%D5MB+7#zlf*{ZXqk3B5q#B5@Nyfjr3G6j+(Cs<_0&j?`3M8-a>|
zM%{ti>+?+oW65OlcwVF->y_un7hZia8Z%0iX$uuK2m)WILvcw-C5f{TX>Ty}dCPr$
zCM~cn;IIlAJQH>{P;?deHe{P3Rw
zfHp2vYqxSP<}qQemCv#t6a--l$AEjU^LXD!pDVH^QE6_4ER8#Ohb-TvM}s*SZZ4%0
z)Ek15ZWxjaR7sf?BL({pL?;_o_2$#31zsK>{Mz|N*GW=78{#_Cxtv8T9s3YvXeUwX
zyQ#;4h?7AZj0Pv7y^t93!xcdw7K6^y@P-u0
zy8s1iIP5~=O=}@k^{J_;%Jp_Ua~erkJQ!+Y|JDZ5Jt4I(`A{;ipHkb^!0wx21}qRy
zuGmG-V>W&I9!(iArvU`wQ{*Jh=icGS@TkcA3n{wiUuiUscF8LACQ_OOi1sdFRh~Zk
z>t9APt}e-q7VO%0LDCM1pt$8Ic$bzQd@Hu&;C6xRY|=63AYJ@lw<*+H@-9
zo@Xh^U3Z@9?xjzS5VHv#kOg}Ke-5-6_)H>7iN{o8F;^!ipef!Y!k{F5p%o#Ez-kSU&ev1T!OBk0iMf6U-=ap#@
zrV&aHG-9ZUc}wXO2T$J(^qe>~Izq+{+7|uOUB>z9T>cRvN_i&2#Jnor!Emeix8_A^
zEyRw)SBd=UsNML>wU`#(pz@i*Co1d$LT%542|-~F^K#^_N?W<`2db)S>FakTzz4--
zCyq^TpSq@cR}t>b`1o-9k(t+=7ipFR&s~@ooPhQ>8yb&NnS+u_xI2ZBh8y=!(Vx%s
zZ_pO2zje$yUbi^6z6qFoG0-i_zF`CXk5T%-IY*>k6UZqPImwnD_92gGt%kF>58Mt$
zXkoHEB`bio237(H}Od3F?5l8(rR0Q&SH)Q~Bu<(`w22bj@s;}po0m3pQfx`{bdSY$dp7!;
z@YVt02HNOsL$iswN96npiy7ZxrM>&(gC1u>{I+hKed%HSn+{oN>#9$D+wA5xh=j}g
zCUXNky@m#uW=}A0-XP!GxIHJ&`o}2St=UQE&OK7z$6<`P@|l}%EukLdga_tJ>s*db
zpyL-4qQLFRav{O+T*T-N3qR+iTKa7;x#j01SH%Il((MpipSOcbmsXEl&|_z(HF`;L
zIg7UK%>H!%LA0>o(m+GR0Eykg+=mV%kKdki$u*@&6F_k%F;j-`5V*i_S&wgs+xkaa
zUm&vV)9bWebdF}g34+_A^uhAKV%WkFz)%@DPu?5>{
zcVj^qvkbAu;&P=MrC*vmZWWVcE~x{<$pJ!fIDm1U!6pwaQ1;pdLo46U6?BEL9s%FJ
zNQ^a#g!*7{kVvUTxG9EI_=z)n>u7DW84F)jzXRTJ!Ox1%VgMi#UOSMZ&Nxl-bNC=4c$sYdR{WTh*}`3l6=12e!p>FAH@{YX%>Z@-gz1oMFUOq@Ivxk+
z3DPX*@2PMSOv=pgfWFd;JzFhlVS>yCZ0@_4cqLH#XOG1qfX>^^gy{6qG8Rd^;n8kH
zsEjCiyUXnzF0^?uBUh-3xv9F^X~jRJEc&DW`IpPsdcd*oSDKF{Pbn|^^7Ua8*?~dg
zvEIKk|I#N8p5TH7whsoGn04=QB(bnNxU|6W*0R4xW0LP-O~tyGUg@Lz`#q-BK95b+
zVo7Q6q~CkQfJAq>hGj1_*O`qj+B=;G?Py!G&$mpUYfnR@
zFS{4v5m4^Mv2N^cpbb2eT3-r~sBCt8pQfbl>-#R7Cf=F~@Cw3)cWVa|pNL7OBDxOn
zPw&>Gb
z;r9m_A0tV0PIk}K4}Wa{-*EIhf8jy^YA^wdA>BU#!7E6+leO=s_kR5Krb@@Q7PyQm
z`l>xCKeO}=W_JKEQ0N)(-H2=e6)LyuT`ykv#`U3l_X6FcjF@#Zcv3-SRdsXB-@r2r
z!N8Z|%R(;?VR#OPz8!AoipI!;q^zNjbpbf7w3St7E+T!-xLZSM!{8|KVtIQz?950-
z>cA(sFCwDhzHQvi%t>HLILr*zy<2#&PG3(?RGR&<7D}jptj+$A#OQCUE5#n
z0D1+!5wT%od|So{5+2J0j8C}Fei&aR(e7Z565CSZb?7Df
zTo4An_A&u>IbGupE+~Y};u?31r40dc+m7<23Lu930nu^_zu;vQ*Ge16{SKf>7U>1-
zE#YvbkMg!!J?;N%0d6EZ&h=7fTZV+Y?COu=Xt};g=jP+rK?!*aG5#uP&)?sH4&hzp
zlkM+!Gw`qZKGxW{Av#zxvi_Xr+m<69E8o9>o`yXr)mj%&^Dq)(We0{hv2%o}Vt98m
z=LI*1L$U_|6;l#&KMl-W$!BRR_nEkK3GH&rv9I$n^ZDE8+=lLtdbaN9bGr%I-1SQ9
zyuH~=)P*XFx?Su~Vau)4$;g*2MJ}wu$n{#de{AMqz*}J1vpsA2;YQ(JwE9SDTo+z5
zO&Q&q3BHI7XgYz6@33GlPz-~(rMWe%8`S7Wgwu;5N;tzs22|>&(w$0O+Md0tTXY~N
zDRry8G+Iut<*VRKCCq3pfPWNb+j%Q7y2*!CiPa)>qmQ9b;XD>|i!s8BwK%jmO4J7k
zbP*5%Ig?amTiL~6;vJD40mzTQvIBrl^tai-G;CSO{-)Suu0@^(t=#Hi?&F1XM`MIFUVh(0|w7`!)efm@f
zcq1`Vn9TSD6F9;(WOREJTV1%ji7rW~Xr67|8nnMHgVBL+dCvT5aYBBvt?mK(Fe~kp
z5%z-y45;)fy#H&_i2*aWqoa+FkJmkNusdc_IIZe>UH3UQ*4AcR=+vzX@CgBT!PP)DTy)M40f(Xv9BxjD0L@v72I~*X5BV
z_bjU?;2s2&1H7>qo2AJZJv}`^@F9hGCO6_a-caZUAXSC9aT*JzPgkHkd3?LO%cu4md8uaFDYps2U5AP;&3lUs4rm*c2d?Lae{&2oP4#_F@uvhz8rl!>b%>oaG
zMboL@_^{5sA1vWwEh+?dbnm~aP5lVzmt~|Gp4DVwP~wQ`RIlX866O`t%ffv
zRJe2b8i4Q8A@cn;4*8)$Lq$6bXG+9NCq~ijmoEKtGP0fhoH;qP6O<{Ns@<575W~`F
zTWk_~mL(Ui@BiuS<1?0Mh=*2>S@R|*pdRk4VRY(3L*hjfXGtxFi?sE+xb5J(--C1R
zId8u<{DH<^sHofJZ^E0)
zTFzH)yvwb?nxTA4DDFfbHE`g`$$O%%^-QmA5mrdws@ltZ1J<1OEUOa;=058L!35r1
zR~?9|-#xzJCpx{b&>JKe%Fq|w;kfml<$x8fK&pnpNn++W<@IP*Gc-(dsE9F^t0*+%ah->ag6Cci61^Ny4pV4@zvn~3mv
zLgpp^kkt#%_H#uF%|wvlq8SsrY8Yjf$20^71!W@~a@%SDEo6WG(lPMY{+@mAp-e*<
z+CI)^lQ_@l4b3>YFuo#Ohi5u^+-&WyM;g5mWK=70g6=Guv@g!qNsrAGHHrQ(Lg6FJzazL=_3*QI0h;|dui71T*JgQAyOe%3Xw^tx`^y?#HC;}
ziuuwZwQ|_{PmU9|G%0dTCqas%ri;2*ZSsCT5UxU4mDpAR#Lcl4~l%Vxr#4uu+gLXmG*3COKw{<>SOX+`3N~QI`9Q$qkHtWc|nQh*$xU%r7
z(C~KQvJh}5u#AqHeEOLx(Cq#uCYPNrzFDPd@oA{!K5a{dI)5(*l{dNcT%gO6t#FQHMW4S2`QLB#00NfPM9k
zVD5(K>FornnT`=}sf)|4^6v;8OPxAOK8@X()ckdWl15&*mHp-vS<_v;jC7Litw9!a
zVr?wY4{59Jss{Tx#l2hv^)=P-KqOC?^)XNA2BC&`LQ98=4R;~n!uf7;Z{kM!Kj!RD^8H~+u!mm72#2V&xV8~VYSy*?y`sV9We2ZK7N0`&(#|`
zGyw!ZEX>)eNFnQl$4#(d#kRGzPVSDbZN`Ze^m3<+RvM3
z4Nth#)6*Kv`J0G@=jN{lk70|NIXBBmBCBi}EJH%97A`zOX%~NHZ)azQ!2SdyPN7Kn
z)7B39Ydp^uGQJv^0Rfj3j5?0m^#q0?G~^@W-rEl!EPyOTBH*>iz_7g;>8HwsOZ*-NKrS{
z?#r69Hmuo5$T;~XmRWy(^q~*hM-e@=!Do$zC1ngv-cYg+PyaKqGIeug-h+xgV7Y_R
z#IO%c6Xhzv)3Y*v<*!F&yrqI)qd
zM%`cH;bDbVAnM>jYiY?pE>m0skIl!jKNaDnilU+^I-cV&fG=6N*ryC|pFU07ZtmQ{
zS}AUG+x2G(`{CUBdSu1pwF{1ndQs7#_4StC&FeRpjK@$jm0LWHHP*H$LLr@JLx_2Q
zd=fw>HJ#mXS|@5Q=tSmI{Wo96kHdw`Ke@4j^-t@_7vq4Qc=*sp&(Kik#)27ADLt~b
ziriFP6+2p^<+v=P!ow${aV%zqB^QBY|F?tCsEQm}P`(pfRE3<7dn9g_SOR+S;*hJSi7&_wlYRbDV{xi4INE@_
z#-BSk1N7-F?`GyE(9(g!s`m+aSz+RFzeuZiiaV&Y?-pW51nuE*zWcJ_z-1u
zWqHw#J>voEVRqud1_~jM@^f<&_G=~tGNNs^RdV#|EU%!DPc=iR6dGcs6|SfxUQtmv
z@aQMg3$ARSr4^_0CcJ8gPMvy4)F*5l2JyH{XxjC3b^9Y*@x(0IyHB6eP5rzyczT&n
z`~MoOkkBT_yoMht6up%Vg6}w{>zj^Fax2_bwa_a8q#CF%-&fECgRWFMyJ^zN+H(44p>hNHBcDN;K!|M^zf
zlFM|qn_8NNlTa4P@#Aq`WUUOn^Tk^7hMp%*Rf6FfbYsDzyO*rAwfNb^zs$3bfDKsD
zgZG6}MQXp5REnNW6c=`F#ffxvxKyGs_5;%=WAkDI$Yf~G@2gMrgdVjdwZ#00UsaxO
zL1u$apE5~IK(du;vB@0QB};Tkl@@`wgs>!_>wiMwsNQ9i8Hd8Oi2qfyr+Oej0-xsz
zTJVF|+b8py4#csmr6oQ%MqfK-kD(l2-1O(9zZiicLBLl%KOX>vW6ilDBTfnmuFaR>
zQ)6Bp%*zN4h@2ys=HmJLc}hE_ro`<$??{|f48g@o%!hBQtDEoNq&R(#h>(8oQC@AsC5?M*b>k6&
zYiU`OE0&xyl89%{QPwHlUu#)<3~^hY(S7B1|}`#@KEtEus>(KO}1`}-jI
zj@+8F5O;)Djk$<@j*i-nPFpEs!B427<@|wg({dvCp{HW`I0aZ4$?aISV4AkFo`J#A
zcPnjvH*~TBsun*MxU+Eh9YjC+orv9qc-j-CfyF`pUO%(z`maUDGdGa1Kby`1Bi(NL
zM|?;-CHweAXcolxm{yqsdLbwu!&b?EuU$
zrCU1*79D=&%1Fq^l=9~AYsVIuyJt;L($NsW#*p@`=nk(u&9}M
zD0UssO^_oReW)#DdGDW|)75!}yjMr@rDE%f0SaEqDJdz#P+S9iiyf>SD?#bn>z$2W
z9qV-p@8cA$@N{E^Z+^q=6E3_lx8$zgNjbRn`n4wK8JT4ejr24%vE)+3+C1qn@zu8O
z+bds}2o!^X5DS9L#_BH!UG_4+l`3npo5h0BQybK%b%vT!+Zmu!M2
zl>4=9Wfm8%44$0a%iOUwn*!V*_p!db^8w12yyB%8vHLN`_0zc1P-T1ckV+w5WMa<)-jpHFNu
zk}k1s6CPj!IvQRJU48x24i%Jem~UZE71SC|>MEKT20WqNX9exOb3^s@UGqmFKL8X3
zp)VX)8+UHhTsP^jf0B$^zM^sLjO!PrGS_)gRdedL$3GI(#wnyf{PZ1A3o_+6c}yaV
z4lS4WsHxt7heR7cED83Te>!DAOX;PDB^`YK
z`jz@PS#OAZPkY47`5H*Hhw(L~&Fo7D!&%W_0&*zyEFS3@{bD=NIE@
zh?(R!5nUxopYht~v4iYDK(quzTx^hj&^{$(htv}Dyl3?HRYK8oflw{s&(v0)yl|l=
z8-pCv)}MW<?be+FBto9bBqsP*p!-~)&TgR8+1c4yCSH1;hM7Zc-C{R~Ui+N=!A~qU
z#axhGT6&;*qfANQC*kwz+EunL;>_;7do8(Mve#-%>*jFD`O?LUtj2s2r#iTM&sn0a
zsS{m|ns^nEKUabRDyTn9S$EE>JDDzWVO4AR{pLDvXlvanWYfsuhx7=OOAQu+J&L`M
z6V&JRi*6mo^WkF=;NL?BsG-x}+{W-9-)c&x}D*Z4^f1)Ijd52`E#T0V$<-=w#M3H@HFfh#jAuJ9jo+yf`l6)LeIW
z9ib&9AM&IixL8~dr10y0!Rm$oY!L?#IW5&d!1clj!?0UEHpg!J=pIP^>R3?}yPb_6
z9nl%GMd7GV6wxsK_4MQ@ZyRZT0S4OBa4DAvf1sOu8KK`OT!QFG1%HDdkQTAv3IpSI
z=nT+rvBe#25NmU(KK?$R>)tUsi&e&ljy1O(iir{agq0Jh+e=805M`4W&|c3RM@7c^
zxm$xewS`^taXowA_|$#lQbl6joh%+hJN?VME(mjcldxqm8%{3KiXua3GD@K?pGLQD
zEx)$#n=_PP(+5Fa$kZ7=)JxA`7eN4o!T5IPjJk@zTWEXUbEh4HqKAL~FbqQ^ml~3g
z*~_=p<1M(P7=#Q(=uQ|i9;&^+r1qk$Y#`0LTMF|)KZe9<-5>4Er(#j{2JnEgA1IEP
z_-^#ED<42UFgj&9
zY$QHS)yP>s+$xBnY5mzH*QYUTA&eQIB3BQZb!mlIbPR|)MK3ysSX%P9QJ+jfl%U8q
zoAN(%@78nk*W+8i1qMntDmdT*z~S8hq)RBSDc)w=+qyttTtKjKJuU5aQIW`^efWD2
zg<2yI`dwOmlpfKH!iMRsokYle0jZFaAl?Kj6BUZXwiA(WB}Cxvw{NC+u28hCvn(y{TZqh>5#*wub-KGQqvchsc(#oQ(o&Qdux||W80rYfk%nF;<#udZX>ktI0*5xL($72A5Cy%GElf@
zCAZgZ(?FcvMS>wC1n*Dm^-~1IiLQOJ-i_*{j!x!daOaaH2Cv{To2vhJDPrEj6ojnnjNZSN91FB{z%xOOC2}6&;$@W
zi?fr{RKSQhYUESI+t8d-2brAC$?C|=3qd3Py75j3EgV5&0O%YThr!e-(=qMtWzM5oT3*KQE-(NpA*)bymv+CmBScCbd?kUvnF<}EK!!o8Ef>TT;vk_nUY}%yfHtl`tAgyt}E!XXG4&ID=S(X$R
zDCgG^e}Y1go_=wf2+Q<*adFUy#G3h+n|E92wRm&m?Q=9B@Y{Pl|fn&NnakC`>jvsuv{qkx2#*N&D~M9@Vf@T-5LIuv%IUArAxd65G5F$q-v0s;6XRAaIdZ6l0
z&^SX#y`zNKNToz9#4$W7D}^(N
z{a$BRUTt4%%Blb`Y9F4950q=`NCS0`P#x(|5}!PfCWr~x
zk3cw>dUZK~;>b}T2pyXN-wl5fb@cJF=u2P(m}8!BPbASo7DJwFBECSJ5MV+N26BO7
z(soIum!Il=)RRa$ou4Y5Y>!HdyJ@#6FV{fHN}JO5S%$^lA$6FQBJm%Pco)fsICk7P
zI|g0Gh;ZgU0ZfF47gji(ZBuX6cY0sGUG|t?SLQ^ibRF4>HP9>>rEW`?+A^Fm6c@6j
z!tsYKt@GsVSzYyHrgiAq+KE`ylfZJVWw}i=Z{g)4X`}b>TYa8^#VsY~3Cu+*RUzn%
zJ2e6EUkFktaUysU%K@=Wi2u5upYQT`KASn%N8O`v+BPTBJb;iD!
z;t{lr+x)|T!DKhT?-ZmHafC?;qDE{UT?gBC@$%((1dX-=5flziS-^WadHFLAGki4~
z-kq-X^1cPP0BmG|R^sb~N^(6+Q4Jy(7{tF8PZhfAE|wx;^-!yxv^ZNL5LdctTdv)$
z*rbS6zm*;u8iJ(5n&D2=YO3f!26n1fBDZM~Ut7)PZVv}INbjqfg{P`j9ybL{VK@m
z^f;(PD(A(p47FEmlS@Wc=k*~4VxK)mFrqaO?1@7A(yvrfCh#Z!%
zitB4-u{z}b`ZbPG@=g85x`ubt00y3I$_V-Nz;aez;H|}uW&KXO`Ywu>lcc@wCP4vX
z%91rKSN^GE9euOymi&DC$wqp?ijX~_>%r==$oaD*l$J=pJe*E&~ZbO4HZVbtm
z->)}K=nJQHoFq@r=7~)ko>Z^Rh8$lM_SW>p@4bN~)k3MOEPp#2wVH_jU^e-9Gwj6+
zCpP-Fqp;tFei4FqOt*{Iu2rIlz>E18xC<}3;83=5QBEg8Y&d3RaGN
zK2K%SBcGEyKd$K(EZcW)C!TELa(GVJgNXwWE8JSFIPq9_-lk{ec4yO43g&*kga9Cp
zduipLZKaF8tAELFJI1H$qV~i@VSSpWFvPdCOrY%&rj#pz$)jpOs>d9e@$qK20}sBx
z_MTGqvE;^E*<)3qv(%(2LrrGwy&f7eL&+gJ_f%#fs#zBNbxT}+;_B7)i#qr(Kghs%
zn?|Gl-Gg4_qq(kGqe!Sd`=)YXS@sd&Sx_Jn_xpX{Yqri4m21cE-@h|zJTEWbajte_
zTkBuK9aCQJ>*4&$#Z2GOXW>M3;=U}WP3uaK=)f7VvxR^M-CmJN@8aoFsh>hWSEa(x
z9~tXA%&{{+aO|uE`q`2N$y^wUVBl+~J50|T+$#06fPp}JU)k8aFFZVeG742R@Aimp
z@W!%=zJK0vM;eIM&K~n3{B$n*55NRY!L_|L<$e?;IMUtH(rNMKJ>c33Y5|DlIg37{9|^
zv#|c+&6_)UtFJFG@+kqiaz%>yquMk3THKU8hc}b{ppWi3MKq!s`(7*IkUxq{|_*RA2R>|

literal 0
HcmV?d00001

diff --git a/images/growcut_logscale.png b/images/growcut_logscale.png
index 9266c71e5eeca29058033c98d54b59eb4b582307..2af0d6641ea9d6529b363ca04bd21e790556139a 100644
GIT binary patch
literal 36386
zcmeFacUab0mM#36a|Tfa44{$(C5U9jfQTR&M1r7XNg^N_%Tmh(iXxJgoP&Vmpr|Mk
zBuhrgS;?8Z&WqJO-P1kOGk4~X`+OfyRW}OnFPyOVT5GR;>aLuupSPk=Ht3Ll7e$DN8&N2`
zC{ibmDP8yLYqZnw)SH|CIqpQ+BysYXv^))M&6)R3bQ)GXyeV%j-t4pX`S4|*S2;}z
zkLfY1Wb=nFLvQNbuY2(Mx$ZrW^wP92wioGPN6k3j&Q9m=G!S7tD)*D&=cuEIBTbEU
z3iKW
zckwyH3bRBt8U}{G7g2sSzb#vHIZ-Xy;@jJLp;Bq??2y&8?5unDwy#&lvbwir(N+p2
z@4%U}XYpD2>(?g^FuIKPC}+=2_4bqn-%(FC)TuGw_M!ionr`Djwq1Wp%{Ba3#$RZ3
zz4Fq(e!g&>ycz#lZvpcF*#MEq#7hNDpI*tWRE|Xj=Kw!5^>orqSAR|%K(SBldRJkL2l%^|6-
z?(@NYXMBcrZy`QL%dRBn&Lo;_)+pp_#VB;`^w#?)b#!zN_ZPS^K6$VE7z5zwm?hKv
zHSv-jMocGvx$oGP{j!E_A0Mw?yY^{#c(|jZW92J7X&K+c#rhh@re)V{=Q)9keERgs
zBjnSQ{n2uQ&F~qO?5d=4gsygxWOGJ`#&gaD6S5!(bQdA(p%~>mn1gT#XLDV
zX*BWU+f^&83Ow6LtGjqlU5W`iCN!YHX|ml*J=;FTeylH&PTNslN=nKjq_R>e#k5{!
z#d-$0`&$oGrkZQ}3){*jCMNb&$NF{@`-bb}-J51`w`s=H*9c)8GLLx2|xb@V;2gYfn2RTiTvGMRIY}t1m2v_wJRGUzwbqmi7>vY}<0+!t1lR
zkwU6jMW@p^%r+(>cBF&;EM}Xgr6(5x?*piG1?mv!os_Me}P%U%;YfMw#c^0t{_Zw
zocFcGHwlvqxa9e0l>-&|`S}fLmchjnPxhbladvjr$Ez3PH8N|w#hfxQDBBqs{l{-D
zp-{r}HcMb|!yEK0;&bOR3ZES?F}20|uQ$)tY)Q;^7+1lJUa8~ZcrVra($9x<%YhdlRPq1!1x(5Cj^{FI%&=xxjq~#nFgFtw
z8`r?1Tc#DwyzRDp$aam?tMj-=TWjm3q`S^>Sxq&+J)q}5larIUiH^kyp5}(LdBe>x?bL4^1uwAtx!@@dWsxkX74uK
zSt{-Ej7!sJa9jStYm-BInPYx_3?||fiiOrvHGsl%>7SRM3luXQPkz(acLlpjD%Vbn;i0G@8r5vjjFbt236=jdn^MtY6toXUW9?JGU&Z*P|&PJX?mW>DhC
zX8ei%h{cQL>lq@Flle?*U!81r9DXP^JECYk*rd5)1Jl#^c=N{tlUS5kXgs(q@_g*8
z$TB{e?BNpOTTvY2KB_TlFA=V@PS;$+rKJ?!-=n>Mje$Z*%T$wC37kMfL&H+RN4s;U
zdCfT17^|>w=IKtrf&iqKWP?(s-YY>n+Qm!{va)^*%SK4^2;n!WHpKQi?4UuWa(=SZ
zCHeBF&Al}O#*G;%EJjsP%D18t9Vdr`oM+NB9c*k~+YC0D(iOFH1#|XfKML{TH^D*(
z|FXL}wjuY$i(PsK1}4KD#Wt1-XaoFk2n>Rdb
zk7FMyBVEdzrro?*mshd#!)!cDB;sw9eDH0R7&V=B>1HF-=OvK6loS*^s^c_GD#T3d
z`1bDKU(cwW<7g+PprBA*%+)N5M043E>@|{o#7`{etIheVw(Mi&;P_k@@a$Pwq+|vohuaQG>~xt)oSB&!sZ>1oskm6C*?Bs)(2F}BaWmptcX{=BK9A&!
zZx*j(6jDNdPq@8bfaGB;ck3T5$4H1n_AW;Xi2C|fO*6;wyj4e0*&myj``k>*L+&DC
zFk^pVs{jj0m5;8=%g)ZW1|-HG*-G23g>CxeNapwO2*M_g();}E%(-(lH?$G#nDihY^4zeO%zI;i*
zC&H2a_&}^AlU+!j!;YOhzydLMxCa--jz%Aj^>fM|;SsPVGp
z%cC&Ag@uLXHQFw*z+fiWk%+}*w#`ne7h}su+n?(dK9$GNDP`MRdxu2=)*4NZ^%H=z
zdGqEN-g5F-k&64V2BM8B!Y~=ZXDced<=;uM=~pNCd2Vj5@Y5%Gz~>aZVf_@dMs?Hr
z*HzxU2FbX8RkZ3kvKAW}8m1s#
z-4)@nfsEZ#JSTw?MStWi5ptaPAu|XbV6kgU+TG7y+`fuoXAimW6gTq;GvYe`>fOlb
zC_lGmMq5iEh4TIYLh?+@%?(8eQQiXs17QHtljYLf-bO}7VP0NdwINble1Brn4`RU5
z!H677y?uO)F;UfP*RJIwh-j$&vo8WTZ%v%0@8F^Mtf70r2$MhZH`I?JN;M{{adsq?
ziun%y1QP7H&z)nqeCg8XNZ&k8PEN&G#NODOuN%M8a;QAV4(COPF$L`Q!7S=uz4}V<
z^2d!8x{1$`{SUXgGYIOA^;CTx`T6tEfvulq;^$8R@9~ppWe}*dP2a*ILDNBgP#b7x
z^1}}E=Zh9C3PaG}zH#G4+2;q}%m8~4+=hHW6IJalHubTuBHaCalD(XHprV
zgFI3fqnY`7a;i7pS2a%K5cx~I=~uth7o}folMIS2TR(Vj5T8jvz%sJ8v-7s@sXR12
zK4{LRmGw2trr)P{A}#F*@ZE51Y7={>a6AU@U{o0)fA9YN%wFlQ2u0B(t%C5_4;Kpz_LvCY?+kR&nx7~T
zM`l-R3+Gu(am~Chnjm-i&W4@Ux7N@pW!jiZdM&1~>LcyQ%gVaR)FXq_Y}&M2st04l
zT*!Xt_J*BtKssBej2u$;jCcPoAmlQa1s<_K|KLFV_zy2_=d$nb?~i`J&%Ie|5yfJ|
zt~~Y|T-rG?Qcw0pO1d*eVR$*W-rvfl@x1dZ;N(L_VHHGx$KZ(SDaOhzV%xCwl-1Op
zYdQ4u11pB5aV?^>u!v2xELpa6sUdO!y?~kD?X}y3@b1X!%00D7;Zvi%on4y;jX(jb
zK^~JqZ6wS)w3LERJyf{4eBH>*aH$Ev?CLdZ6cM75O=`H-?G)3%GUIqwV{Jng9@F)f
zMVae%03Rf%C~OCChUL;@wyLL{N*!;|JrnMl2vO*nrw#jK+v%e|(0v(seBcL5ZG8Zjb&bnvM+YBQC
zzZ#HQe)A>~(4BLUk�`e#qtDUN=e}87#?-3o-nK+{%PAFN%uJhK7YjAv@J2Ub+L2
z6ky;w3Vw;nP_Z9xwB@%SF_fw?xJ>wNlv1R}Ve_UdjJ_aJxLFs_CgDSu6A#+qg7|7+
z4B5C>E>a;h#{Ca2*1#DMVS=4OHqY0S7>oOJ00Qop^-FlY0fQBOE>Pvl70z$8)K8~H
zYcOh37!0u4qZGs4va+(S)cFdSb4k@D8MsHO#72Q*6bFiHGchp@jgF?cT>$HCjSON;IA
z5jWowp`AMyOV@Q`&z?Orw6yJAJgyF_n+5V>zd5W(<98gSoK*G5F<;MceU&ei~avdO|`w7zO}{d+w^kk6;f{x
zGQQ|K^L<=qfPDVz!)Y;<^s9QkJa2Yj*`4uFLb%J+q&_vpm2q**v>G<^NX0qvZtR%D
z{ou8pEc|8-UpMI?ZsY6guDlHQ(cYSKwY9ZV6RqyCrrWn~zvt$rg3Qy_*=c*B)BTS>
zz5oNgeE$4-{egw45k7S25Ftp|wBNcE+afP(TVNK%El(;ae3QqmQQ>#0Ow$=
zpPHMs%SX4X0#Z~4oxD%7J+_k(_5_l9?}1#KfelD1Hcy{JUBOpN)`Vzs+ok0ytE~IJ
zCQ3ZCvbC*wu$`Ch(uW7Sae%GlSE@H&eDe~)@Ji}k5y}yDZyr6GZQHuKc*qZDT$ZY_
z9^SNR)6m%1>o}>oY;gE!Q0ny&Ybj;};epP3-T@$5T*a8(yL(sO*f=U!`q&}nJc-2g
z+I<7*yzyHPsD~iBG{?T8yf{iU8a1_TNyjlg1B7`YqeXbz_v
z7xg;|g>@y7>&TZM{a?RxxcKsGLm%7k)E_jg50JQyYmmDsuB6U+8l%XqA9IlI!k+;X
z#>8++dOhYA5D-8VE-BM{%DUt56}i)=|3Cr?K|mGE@RRTsv3nJE);kDU17lQH)=n;c
z^zLz7!V{Npr*n>}yw>Tzx<|9_LjLj%nf)6->!wfITq9QkA~ox^_B*Dl8wBhU`R3*d
z4k00-X3N_;4ez5?zy5{w%F4>%jvkdEw*9Exb&UCI;S
z##K<_d0+MElwuE~?{58Vr*81N0Yy1WY88}SJsvRgHsINT3q37wZXzCJ`|8o2apun*
zDVJWoZk=+9an-=pljOn{E*Q{?Va`@IZgXzDd3bb&y=3V)a(F}8upn~o7TChCeN~;ASr$GfT1`JSYd62Vqbi^qC)k-q#Ww
z8I-^-;1aUXD>cq)q5bCqVvr`zcp#mz-hZzbUKbf1%_PSyDj{`i(p*atv$
z+rR)9a`-wX5j9CShQuAhc0-rXb8dB-pB}#9(iO;@ld5NCLM#
zXqcGH6o((yKwj+|up7u0bQp`dy`GV19jCRlv_Sh~sr+clVXTlN{v&o7a-j-IBmg@d
z7tWnM`{1{mH{1LB4{X@5f#2}UQS+S1Feox>tO>%PSa9nu-)iB$3b_uVP*tvr%erj`
zk2br^XG2$Dk>bvo2m)*l`S|g)@9e8R%*?dgx3lfsxf42?G&p>DfT+XBK<1z^B%(8?
zPs?Eo#xYq$%4W`q<6oLKZEqWJ|Vx_Ug?X%u!6zFYeQF
z8E8mXPt?6dV17%>#aUp^DZmfHT1nbP&}Hwk;Sdqgz^7^eQ%BpLoQnbstIm1b=kyF*
z2$U@9O6@E9gBM*(0>$I^N#EDLOCn$gEJ%j%EPeejU0vM~kPkzw2;<0(7R?oDF9Ze#`OWC_>(bju1CrxPy)^9CMIj
zRB?)^vS1~#P9$7kzn(@S!g#Zbw#QR%@5s5?X%2pVWdii5I$5Q{S8r(nE!8-}tPpRj
zDbWei`(!F05Zwf(-FrYi`D4d0&5j+>5aU#qtXN-(EA;;sPbfa&HD426ru3(G1}I_~
zJ>%An!%yiZ>Ta&s@XW}knqu4i|K4C;>cV@jtbrGOP}HaQhC
zGya(UBZAhot}nYW;vcxyI!$$l^Ba^fye}x=5EIkFT2AfWDR?zR=K5YK?yMibVRswcB3&_+g=$bzL5-^_BNBz;a>bcr8tbvA#q>{py(Wq*j1b
zWV}U7s{Hp=TljE?16o-N8F1XQVbzv@lU+A0+S+{TAx<~X0S_v;-}|()VA`2PE#6+0c}2uy!S&)?_v
zb9lG{J19n5JN@cOyp%korPyPwgBZp$$e3xtDbR>1u1UM{77ys$xN*b2?Xl!j>=Gyt
z5hypAw%{AnCg*9>%tHuRinmtNqTKLgFc9J%ptMZ+{Ng}tK$;A<9r@38G)7u?r5`H=
zzaH)rx9)jboaV7_Jma_DelwdA19YGql{(?NtReXImD(VIrt8NM5i1a@l))BdeE6h*
ziC=H8$*?xjOtUx!md9Ob2b6a}icp=GACQ)`3fy<5nv|B5R3ldQ>o02;+Z)fSBR!yH
zY-wp}H`e)@t|q`FRbkk_t-U=IG{ktYDce@BmKk@Z9NDp$vxSL3s4rjSAY~bS^4J@t
zmKc;X@qJBtMuu^o>!QQE3nJu$Su~r|L~O	}*rGdm&Xlcc3cT3o61(ux&$p%BIyt
zoHv?CE@#e^BO995h0FMc0Vig*LOI};!e6tGj1uJvJX;y1zMQEZ4&NN^+!=+RKYyYi
z6Ne9}c3Ew`(|FPGo1SI(ngN5!O=e53%wH>sp~i3i6cq?huXl11BPr3_G3C
z4is|&Yh{)yM^%W38cq}6?%0o%N$!;bIge;^7!=J0RG{a%{0D*$SNGJ1P6#0cveItb
z7J;ZkLR!YPZV!AVTehA`F>lsFcznu2#st+6Qb;4aaDF;>UJ;?&Gaw)iG0qT(02d~6qIb}jBFt$WnT2HfR+n-*5f2%Vg7ei-y(;)=9QyHbqVOp0gg(~RZicBoc(*y(%
z4YpKd_yNgDAgVohGa^HyHWFQm0?xC+*jJc^aAH78Btf}O#qfBPMr8yUtd3^R&l|)
z{kx~IT9v<5crVXd=H`dh>+^%*IHr?F6NhYjxRn&;uq;R!tpXYXDT+#a
ze0Z=u7&C4R-R_>dJIR{_JrD!~Hn?Q@+62LKc#IT>aWk1fF-?Sua>Pm{P>QNJ%?pa*
zvMJklY~CD%HDy%zluiBB<-26muu2YSW+<6w{X7-0WG6kp@l%y}t=Q+!w@IO#
z?Q&z03d*1eqlY1M$uv8S`{&G#T~LlulP?t=_d^zp0QJsvun9lRKRz~At*Y%5ii~&w
zi3Gdpna(zXwlK;L((%e)CT2wNyN0;>
zV|8xc@%&nxe`8u+$K^Hve4gD8+cXdN?P?b42rU%}Z}P7^ix%7g0RNVQ%oF9__C;I$
z=)Y~G{-Na;51?2WlR^Xe`q#gU1Jl^6x&SF?>FJ{o10=o3t58^VkceouYzanbS<>q_
z-BYf&bhpsbhC*bQ^rEs1)|XfJpY3Z%SHu`wUlU|K#km`n1bn$FQWf*R`|i>P&Lb(%
zY9P@IXFPCBPfPoVOkJi&qmBdsdIwYiNgMiW)cK^a|9(W
zWuY{M2wyZ<62NvSHcL@G4V0ssz}}4XE?@2{&=l`E(?Kig<-uL55MW#u@}6-`;(8{L
zh}_wJbBHVzKU)j1bGfv&wNb1-aZYsf>D#w&m5}A@?bktjDm)~hSb4DDW|J0;`}c_}
zG^q}W`go5PXGy|@{QYA&yj9yeTKA2Ymk4}jV-`KGTB4nPiT54hPFO)uaRHzskbT${
z!ycfbM=Di4?k+RIqy~?y-uSr2YPs9W%`3UdK(#axg4L;2rx_}G27@A^$JXoS*9pz8
z99l*D;9xxPcNBaGHkXj$gQ4s;J+8?N^aeFv;QuGz?Hh2tiCVAmP}?Wi1D>kHX?Pm|
zNHk{J))abj^w(XwbcvuPFh5y@2@((ak;3%!^|xl+hTvyB(p46Pq8b1sz_pVTvOXkb
zwxLl@jWjugCX$BRzkS>7;^H#eRdyUez$1>kJxPu8jI68*2p>ea(Q^QfqaxV$iV)nu
z!I`Gh#D3tv_hag4`TIM;L&vydI4onuiWBcj(Hi+o!fo~B1&Dd(USnXj_sh^6k7DquRH_!K@f>Clt-@+x}G!E
z41v9|vutc^gbNb|6T%t?Gc#HEBv)d&18`op%E4X-H7|rTkZnH-Zs19HV)pbvrh59-
zP*iV}!p?5*o!HK+PdqBd6=4sd0f&x^TqDRB3mo%tGiQ20*wS$O7+1=A5PUJ~>=P|y%RIpyrBORNlp57J(W~!vJ{))tYqJY)WQ5&FwHQ=wOv}ZyX7J*I36s@sJ5OiAVkn31l8LJETC!|*oCsk
zn;ftRr>2|dohybzVa}6MnlR~OTj~)%^
zERF4Mo}aS~D0sM?_Y@|RyWFHPj_gs)R+6*nw%hus|0Bpb1+Ml0vp;!%Ya}cw_S5~T
zrc=aEL8K~P-U|KdT4-x~H3OAxf&q?Afc2nKD?k8>?FT(1E(_up$lR`jy453~^sU@l
zS5$q$AW@xY6lqqJA{M!kx#_|BBH3u|+#KxnU=aMCLeF{8lf>@f5dvxE1n^vnU@2}z
zkYpzP&=kYz8iQ=9*MT>oRf4su;TNiq0Zl&$05}1%X#{i?3(>3GDK7v+ZB%}sQy4Nk;?J@G1JGaeF0}%4wjCv|Z{4~wRjW4jC*`Y*}GQZ|U
ztKdJ~H#Kqof4Xn@pzlE|s;{dCS3~7il9axQVqQSrNl;LbkPquV+?7NNf=00ooCElu
zE^yog6Ee%NzYWKV;=Lfq+4N)no*4OnJ(JQF3ma-FW@cvh9zHC#+L?q>4zaBvSdnTG
zOE(&9r
z$wtG6Cv^SC3rLvqA+1*hvf%%_n$sx?A0ysncwNHPQp?tWQv&v|!Q4}-0E>Tt+p-G@
zsS`d0pD7VY!KZq#nia9oS6c@FLZUdOfoMPkFH&~<MRt
z23slZwu_B@*+to5_@wU`6y;uo$r_Kn(nJ~}k*y?0MRPVQ0gXA650ur)ONNJ4yh{La>?w1)FC
z*x(A-H~mvqUi-H4O|zvALcp;b13S(5GJ3iuP<<
zAa#?I*4*59?uEdT2}ssoM<6#C0{u-g`8J>Gy%nkH5vQ4{Ut^mzzbybz0#b-gfBN{K
zKJS;S)5Dp~li6NGd3$$vO9}`iNh8Q8YjP3MNytIKhxH8JhuW~0s>dsE%C
zU1n3{T9G;85b)T5$>3&6?S@75spdwTaPd+S!kp8$?8C;3M6MRfV4z_h%UjIAiC@Kf
zoa%{=AJTYh9gG#(o4aD!vQK=)B7rp5VXpB%Vkv>j*|L%u0H6mX)Ib#JLYTCfJ?XUi
z+e3Dhm;~1P(!~#n8Ms>So
z`t+stp`jrX+)``@wR*2`N*cm)M948pS#-vZ1D!3A;Q_CDKlfV60U85j8bZ^W>Q8O%
zn=~|B^Fe>w#X1`v08h6
zN);pl1@yVF_?=8laWILYcwMb;PU>3c1sb^?;4-F7StwYdGD3>IsF%R#)a#oODC(es
zdcRFU+dzTmj)pdpDI&XPq-gSgD5-&9iqkue$F&x?)1~#vX5<{3diX{a
zC3r2TQDxlt$B!Sr)g2ujVJJ_|j@6s{AdAT~1CPc)*Nj$*R3H|y#>8|7O;UITnmFwgXG
zJv9D=xK=$qF)h=8+!)ZgkE%8dtOH;4%fr+`=HLgKA_0m(C7;8l?4S_-Slv4W%qo$a
zDzogYdJjQds0Q6e*={YVP7`Y~{41#Yuw%)b!@o7r@j3PtHO}pxs>yJ$IgM7SlJrIV
zK+xw2l|s;l#((l<+&9F2iaDyyPu1iS^YwxAuR=bKrvYODGglyPwRLpt
z1BXKS5|n_HFA2Iu;f$&@p?V5ZB4pL^U=D_?D9AJ%|u%N}0@74XdvL8}f!Qs$_PeBwMistUN=Ly`fnfo#AzRbopaiV>`hdU|?B
z@XJ=$>IsA
z>Uk(W7LAAl@6=P>OP5CPh|j$I5@>*ELn*n1+8{Tx=wNXMW4~+-zvcH6ql3-b#6^dI
zOJF^~^dt=R(B|pIowGpVuecFQF+8|I7>+KugcM{CmK7vG{l1ft4|bo
z_!$paJ9lA)NY#vM*kj?QI8I(I_U4rYhaw)cDnRzdOJd-SJxYQ#F}j2G7uM9Mf>HVK
z=$&~vHUnm^a~98wLPRY5bLu-Cf84+Z!Eo)vv;CYPAq!-4r5mcg#n=^92)*E)V9o$
zCbNJ}s^hieF&jn*sD$DXuPo8B;hrfRwrXi@4Mt6>H>F0aBDL8$n#??Q2NBeW`;8c#
zDJ@KT&+SA%Go-Cc_wDRQy(dqm!Tc~6*q8Xgl)NfWJdHtm>ieXp;p%)wyKQZ4VKG{<
z4Ty@+bPR_2@q-Q1tEYKM(k{7~oA2pZgfj3|TU*up`wk2>UaQ}pmX@{=ZX$fi6|GEY
zsa$!7d{3dA+r8BF!nGu)RO+8>m!r_$5Ck3$r7CHj>W84=r9L5keuV$O{++5M9fjeD
zMIOu#uC(G$$Xz;*6FCizD3qLTQQZ%fak+rx9w7+{37N1`HYg30vXcA71ADxG_l_0*
z{Ibv&&$ove`M7Z{-ut=4U$`pSNDhjY7(V<
zbtG%UbfbQD{;rUobDg
z4+QVTYEria@KXYc(A#!9_%n6-DdU?kC$0|1q1Eq|A}YU;&-yrORe_+f9o-eM$G=@F&n%}HFvbkh-8Z@m!$dyf6iN1;wcF08`%|SUO-0dLa-<1FPpxv
zFCkoZ3J&1$E75H9l6Y4E1fH?1V>lv5q%b1zV`F#PG5DrYbz|4eyWtz39mTj4S%f7r
zZ(U99%#buGC4EiMsXmO2D+*&939P96=$fKxr2>m3KrJz5|E(?;kX`RIJV;ry21u1YBY0x-%ixPV;O5x*DIiKmdF(P{X#?%CtV
zFA=JcyU&0Kr&`bb@yANhpYOK7h?L%_Kz*r%B)rrC|1>3EvHCWund@Elf8Wft{IDh3
z2q_er@P>7bwePaqnDf|QlIq&ty?doR*5-dfx(z1j=eCX^1Wfh|uVYxck&P=rNk++P
zhm`~JVmVQ6kkm>Zw^Nr5MQzhXPdS*7IVz7}i4;FSbR5D5YsbBXu`yfcaB*Sl=0zS_
zvgZB1J$odYnwp652R@fy+xqFj>FU9XxwP4gr}m#nuq5TIguBAz5-*M<-kqMkxp%=c
z^s9F4`_GD6^tbtx@*mw6de#4jZb1Q+>pt7K
z5RUR9H~nQ5{@;G*I$zM_e@9Z8sc&cQeg}!o`&{jI?{YZ0ZQ~yj@<+84<$qUckdstN
zx%d8n!h5;{>!ec-#GgJ>mhtqIoR%?7D&?%dhW(`PicO4X7?WXQXc5jUfz?
z>jf1U3$+8|W2DaO7aXHluG&pLN}+H*TuilLQYg<(-B`BpcmK(A(EKW7Ch)B$$Piy@
z^vix3A^&GCr~bTl(Z(zk3@)eEw_g*&KgDj;H(AM(UYlO{`O}l=N7ERMW{}qVTNNa^q1A()>ie{>f|U_nv6OAX3i-Sop<@M*sV-
z_&+sbeox?cB{p)f(keYK%`jM8l9;K{*me1yqCQI65s{HE$BF9$Ts>L${pv=`0!HEp
zLLsEcjS8zMzcDZ;{0P?I@*=4M{p-p|qEqeME|GAo^g=1*6{dPGDTWkQ{2mdS(Efvz
zGMP%c(@@^p7q+l)*DYJ7B5IYcLF|sBWs*CMz(q(o1%h7Bh#>J@f*BHjB%CwyQ22mf
zY(F?PnxzKV_psrDY$yQ|mmKKoxz7x!I+qcsZ%IB#jg|NT({P
zi;-d}kxn3dLhm77Y!70SgGf`8(F}>2hK|nmnBYQwE5Z9w+B-UWY;&jmp|8jM{`=C|
zahLg2;v$3=LHzW$bs|DSPAprtjJ!A+6@yV6?0t5@jF5D~6o>7bK+I`rY1s}Pk|!2j
z;M~%*X0Yy&>I>%G$ig+Sh_OhK&Ia;AVAsUV>haXikJIaODDjP@eb`B?TZ+3YEH)*VCu25MK?{XAc&t>xWnW
z0c52poWG!iuGLrd{fkN$w(L<{v(sVK3l?i=umQxvm!)2>5z5K4wU0I7Y{#g*C;BC#qS&EW
zU!--_9>16M)CqLWgkP{IbcI&S&
zJWYzEnhyObbGbWizeKT33*`%<%2dT(5C9~OZWS66youl@nq>J@O%bU6SEnBu&qh4qK*$M@x&#gbZs#LW{&8;#U(YQ^BS=B4O&ui>w
z(3RSFtwKgU&EngwQ`9`s!iQLF?=V!a&hO$$^3K`sTJ8+%?=)R+UDpT=XR1?tK9X6|
z%@Dz9u713)HW-!Xs!vu#I6)O*PI{>q=lLM4$kQH7P9ySAE~3#}Loen?HM&9!jKsf0
zoIzy@;&suQl023HGAph}hh(}+SO(s>V@$wFdg*c}ZsmqRa@3BMY80Pnxv6e-S@RDV
zGNKX^)(%Dr!IS1sV)|(epx|7B;)Z
zOEO#V&yHY7jNr8(w8-DKiOsiopA@Q1Wv+{sAlxJf*~P&uXjR9JGZ+Aizo2`er_FBR
z8a?zRARb}3dW0d|^c;-SIOJm0UFzDR#5|O0SQ3$y)$nwBVUm|_Ssg>kfDew}xyg^6gl{dI-%_R^-bEp(5-Szy^02Pa41fBR
z260Aq)v8tKZADaNXJ!3@4u_Ph?Pr{RzNbULtHxftY%{aw13MLRyB^i0eS7=nVh-1V
zwAS^FHua|V@T_~H7)i{+%F4ZE^Xk6G5hsT(?N3G+
ztuGsKso457*>>fkOyiS>HXZ7zh~BVwE5+|O%=5{UCnHh!Cc1L1JVxM)EAHy4>dBF1
zl(r|BRVwD4X19u+rC@L?rDX*bGr2Bj=V4cnFVk3dk-sYHu<&Av+IoT)4jhoN$<&k$
zSCkE}=sQA2({BFKclHHdCXP*;_i!Tx2OiLji+NIzFH(yGLql>r)Vk4;MT2M
zL@*>LlOQEHjnx`>gkbG=J(grDL+6}~>_R}hcz|pYR5mJesd_W2E3D$;+Wh?d9wFEr
zMzCB!U9UmkzlWD(Q$Vj6$YWV%#U4%tqc_;R&ckkY*r*1&c!1?oUl8hx#1MjoR
z^pg$8Ked+BPaWGQAgpR9Xm`~!qsZ+yN^oA3WT4ZSHz|bRSPLAy(w1D02p$X5yU!!e
zgXofn$5aQCHB+65j5MkpLhRr
z8Ix^@2bYGV`DVL$bYx^1Y&si85v>9g7j}Ufi9PnHs1r=k{bt3^N>t_cN?}fksUN0|
zkgP0`+0ywL_fKpKpNP4ITb4Z(Xo|q1(FrxdeuAO;DV`WAJ|9vM4ps4HT3hS#%a`!XB3!YkOqD~xQ=PESVYQ*nv1mTZ7VC|6SOt~`VZ
z9Q1NG;QIGf#HC2xF9rHZpIU!bTD{8q`0?XPA08@FzbFc53M}3pU#eOi!kN^%%aw!}
zAgpK<8oS~$2NZ}=HqG+VF9=6bW5Rn8_Y9L=+a`GEo-;0B^p>Dax;C!2Nrw=&^I_oy
zbd-1U7Ulx3Hd(X`;Pv^17Zy?8$(zzEd&_uBMS=lqda>)iz%zWUJJbuET_ee}X4#`E
zTgrdU)fU{5)H{i(4N-+SQ4JdQKUewXAB)rR3fKCD(|WT5%;g}*WasfpC}fW
zFNf3~!h^dmr>0yu2KrV~IE(siOd3B}v&XXw2(K>LwQtWUC;QQtq_d22_UH{|_qx}n
zCN@hcTRVPUSJG0B`w{l--h&{P#Lc#$7uw&qKcKRgvl1X!Teobdjg07GMZjDUrEH4N
zK>m0Wl(+hYO@G}d{Up+4j`Gj=eB;3f6=S2OskK)$j2D83#cD)VQUbhk*cboI4~lw>;3_!s{BkDk@);X<;nj;DEMBwd38X;e<)j5%`P)`S}2I2-pBD`!#Tsb*Dl7EiAXe
zTgGC9<|m%D`E7hysn{gDb(a2BWZ+l{iKVZx`vrCtfV#
z*gS)7F`}~0?ybgo8F0${ktDYB$uCuY>fOqiT^l!TdWp+OO}TH0$wmJZLR`g?4I(Yg
zTeokI1b96MTS7WGrfv1Ky$F-Cib_;i*r}?js;HP4g!J(obOJ|nP%=@)ppcdW0_;c|F)E!)eCVieboBe?x69kn!DU<)^xml6seWv*
z*`<0~)|=-f{5z9Ur3LPFj2xmquH9FTq5{)ylX-_od+y%^)XUv*F{|K-5Sp^>ejx%{B8^{ejDA0KA3Hm$L!rd2m
z9
z11#j=5B&QD;skM#!O2~1w{PEqCco6fT*7vr(^WO@1_wX8-)K18{_#gO+@)TLF}{xoCp=?i7QQH)vT<=qNGDh28a+
zBEQmN&%(%LykYnUanNhyo{RsQsCHX{iXnE(G{O_wL}@^eD}HYac3|F#NsNl1okRWM~6d
zYV9G{`?vpHMxd&zFK!6h^gVwzYvLUh6ir%$ZTyCZ()+DwzpiGHVzQ$N+E{yexVfps
zFg*G}bkRNArl{y>TKP>cqwO_AQJhX{rMT+JQN`qSXRWPMWUtGz9u`zd98*hb_4C?s
z?Pl$!#c!2+JWPV65lRT?l72}Qq3I(&o_c)GsEBnZM`T>wGwC8!g2b^J7Dn*DA^qO+
zW~98~_}9qSf51odyct(4diQ6U=D+bA|43Q?M~nF{+4cXES^odo+4>&=FQoo}h0gU3
z#!--LBbx`qV@(6&$(P4BOO=E=3CbsqSJrJ+as2Xlok&iDkFTdWsf8&
zq;RQ&dzL@luBh~#>yU7v9mfM!C7sJUv8HyCLo+U7j~yiDiC3~sZg5KP2sgFhNmM?#dycg!J+(}Oa5A_;rp+birlQUe4-*1p6c2>
zaAoB_p!%uWyfTr@c{>_omVde}<_aJKuf1
zRGD`E6486um2?Pw*|?Mx1&oc2E7A2#lxhgO=o_DRD$e0&pUV39z>qE`BSU=??WT;V8s&R;
z(~n3_lF&oPOWqHGO(sC3c79xVFiQ~#i?})~VXWWsWYL>Yd~CnSei~nfXf=lzaucoj
zd6zdI|0c*$DD*72&}FCul{iweD)Eve*y=I1SMnjc^t^=yXAni(Jw8+AfulERb!{jb
zY4FCfii&E&F|UF%U5E|?OQgT0c4~cWcz``Jj}$py1Oftdwn8iCxO?|jKV%S8zzMg>
zFd_Ez>|F?*ezeO}HXiv^mmp3n)FnJve2Z;9IHABE{p)-uA5n+b(9`&FCKiVDLvAU0
z98ib|#}Ob8cZxUVX5%eU_)&$S*;rFyfgf%>ts$}P{{oPzkB{1C699}GmkMPplm&Nf
z+y<1319fm-5~~!?+SZt9(%k3{O#E-^)&03Yqu8)`-MNV
zJfP?PYTDe^#;UNk(MWe8qtmZn9kaac?~v<y2yR{Z#Wac!zZ<`8R2RsBZq?=%>H
zvdlB{Lu`aWFyClyxN%!MbFmv$Sy`v`S2X)d_gX@5p7Bw3c6JC}c6DQLY0mdsvn^B{
zt*4%ocXPd6{J7^4bCtZwg#!l5cxGaJKA<6~k*nyLB^1B2J^LKC+@9#@wv*)7$v8w22^>17ZX_OU+XebK15)vF`pr
z$DmiQctA)dQ{y!=RXi$_3`&KZat`Iv2mkSLWlDGDDN~^oTx)&u+dm{|Pi;Npu~}lv
z$Q@6YFAr#WXHruwQ{{c5?)UOfvYgmwSon_ZDHSPl+2>3qJYT{wArDLq6JTb5%bXo?
zCQcQbJ2Ok+MSj%-O4Am9yOlN-5N+Mv?p57=soE>dIErRj^NePDXghnY`uE%`G-O=3
z^#5|fWp`m?#JQH0E_YjCx1I6I5{0)AEyt=*yZ9U@EJz&Q7-K-cIjw+>)q
z=Q{Jymp^W};Qg&gxklM)s)Tp+h5W^3cd7FJkG8$$hka$>(X7TQ5Y={TPtWa!HJd0mTozGeph(pHY$Q(n1a{l7};_gPBj{f)H$
zB2VIP|Dxr;3|^tjE!MA^QLan79Gsz5uMFw&pQ*zVd26?c9%Xc}<@;X&&wpoOAoZfd
zT(uE#H8!5iRXYDnQ{8xQ$*B!;1x<{_ZqzNXQsLi;r)j@aMf(3K@4|timDTUE|MUV7
zZ6~@TzWl@99aW=sao`d~|I~!=_mf{p4GAxQv0EF4r5pcM4)qt<2_SQ11uAU%k`yi>
z27$cEZ(kRcY$#a&qr$SGMHf<{-_0yPktAjc9i!WhmKlpaO6Q$RD<-;+m{}ZJfbfV-
z|4>V!`bZ+78nDpzbMgpEHClRRfF?EfZKI2M6{FyJhdl+>HWUfo^&OeG5frqCQS_Qp
zyYFY~BLfM9vm`JGY%Xx~Tvl(%Y}xn1*`iO4uHa$Hviig=oCOa@W+x3!p1k!*Y9s66
zd^G7D-<3v=fI%(f*V=kTV~94}rR
z6=<-yi8dsC3?k*PgCo^IT@#dl!K$&557>z`!P3&v`BLTcql`g$i_f+|s#R2Ej;}GX
zq1hGT2-7+7s*|&Ce0=D^n{d*=?Rjzcg8b4i1fxktudzP}WPTRnpQT?~#qxoDAe^Yy8Iv
z$f?N?i(-arC`*}}6T5^H6Kb!dyf(*SI;hK&@D2ci-c)j=PB#RNFumoAi(7yCC4LcA
zMtOrA;ef?3J3Hv23b(mlYCV}mCmirFSFq?eQfVOo1qw|>M#hw+cs+*O1ijw&IE%s)
z9UiC}k+U2hXq}KlWz&_2Y_Nu&@+j%!mj1+85ggF2shj~rLiLD3F
zV^2)_aK%8GaoZ^#NB&CT+Ogo0AwPJ`=9TLyXeMXBiznCQorN3Gwu!_+N>$c_T=}C9&_HKfk^CDYM}OmzStA
znmH?D&hwJSU~zhR57P4j?0I@>?uZCF|A-M8b`A|u!&I*XE&L4nMxNMUA-Chf}S2@$W2w1l^;=NfJcFpvq=RU=b?0=-IFw^5KD{p
z%y&BUJ8V=9Z29fymfx2bw_o+Qy!-(QVmuBxVidV9S3aIw>9o_v`6G%Vb2F2qaT5KE
zLF6!a(t|PY3@-_3;e@A|U$2k`o(yv06?*%s&`(6F%Gd*x>@zQ%Cr??5;6SvD(drAH
zfq~qSHk%y7o>(_q48vz%;l`hTkf3aG1P#t{Q3SFc{c?OmH_m}9Llr&}*Cd%9!g3YP
zN8F8rhX=FAdq{CnSydA!hJ2*t8n-me{AkmG<09pCV1L_g7M2r03)pPr)OAED>|)qq
zLeYF=3=4#DQ&u{l*-O&V2p5i5LF><*(r_brvK-LP(I973kYi=$XPf77lH2{Kfr0U8
zYh5uFy2N_m&fxxVxANI;A{^Jv*R
zJU@60%Yt-!kf^i6JWHM&F$FGTQ(gMIt0yE)V>o)|JgRL)aHz5rri@&3ufKDgRamJJ
zX=l1tz-SwRxS26j$T5n>WG%EOjh?Ih5-Lq6RSx3@1fw|epP_J>pKc}xWMDUu(_S8o
zyk8caCvj65K?19q9khnYos`w)w0q#Ci;9a=Id<$u$dhGC*!QGmRar@?(w-r{CYqRt
zh_jq*D3o7GgU#{VYs>rut*~uqa7GE7R;=hY1sfuJ0|(+nN^_;3K>Hji9w+0}C;NE;
z%HlV+45VX-SdC#ZGBF+Z|2;4Rv8D@6V&&+lv4;Jim)m9XK8~bg>7IT}I`7M2Cg8*)
z;4n5rR0fC{2`cw!-jWTcJ;*r$f%7w+i1ZaefW4#EOALlC?cb2|IA^}Q?PXAq1X|y4
zl4<4$)<*;yl}LLT*;ufc7~y0Kz*`dh=Wv=D^j0Zsw@OmGn7@QmYE;l0Pt0{_jfw*C
zlqx3{3+%!k9NQ+|Kf5l$XQx)qwVvs_@d>f0edCB6a>6sB-?V!qe6E5F>j}@9stBA5
zA=BW4KB$50aV>J12mK-4|5M$$zvY;IZ9IvL$)r#TMIn<-(gu-2BKuO=r%+KgMNv^9
zDk@Zxk!{(e(2ztVi6V+rC=o&_loV~$^L{Sh_j?@gzwkak%rP_d+}-zeU)S24>s;sB
zDOvgYty@*CzvPCRPt^dS5JCM`Olt9XzI5{^a+=EV`;_djcI#tUg@{p#Xo|8Z_kZw$
zt~<%ilTRO1#KB&HM)m}9#q2(R3w3KUL^~{W;qcV5SS;P@mWEH_h_wZDfca9)7X@eE
zpKi6NBS+4&VH>}`S}gc4py!@+p!sZV>@vOclWiC?h*G&D<+9?>pVtRC4y8e{@CUtW
zBe96k*ypIAB$CZ(b3`Llm2@YYO1A5@B_kxaXk-?@1l4e}3T!7gev*Z@6=!Tar5{_bGpzOmo((Sz-9(
z@Te$97!WE*kDp6v!%tk_C>8BXm*C8BLs?%o
z^$B!PA+61Z3$)e)wd;&pHd+{T!9IfHb|HrslI)ON5_;on+QTZiS-SM&31OIQl=Q;b
zP%2P^M)HoFD2+7LZhW~mwKqMQ28@EJ@qf+#S4}P35MqfIy3{5r3|5&DDd8=H>G7t_*8>%7K8
z4E)vmYRQ^xY8k&$xA0ynzNye*lB&P}0hK@pSWel&gljbJ$^~UPY(-rpWx`8XAJ6IZ
z*ma3*7zgoNTopxStJ4HoD&xmNRm9)=^Xn3(=-#Hdt=Nl$91Xm^6gCj^0k7Ji3G3|3-Oe
zZ~u`hOmDZ*Whb!Ms~D{yv|1XWkh&o1D+Iel^K3PvIiBL?PQnDR&?*mrG?7T%R@l71
zf+iC%QKS<=l9>4;B+S|i21271Ln4IYCC}n2bjHwFqv(1dCg!2D;i24Aubh95q&@ZK
zP6X`~Eilpi1fWnLgnh)-tDa0;m%5m4$2f2RA$(RNMgt%<)d)Q5O2`{=icmuQi)e@D
zU{oGI=zvd1qxc4I?KBNdGa@)_Cvn*l_xBIo(bP%2a>W|NCj4%zT)uiIr4cUK3vDIi
zQu-U&I69v8BT@MMH-s_}o!bvb$}#679<)#pY>Uv@x6m?q;!kuh1VsT!GX(SJ>CmK`
zu^0~_&fFleGNI}Nt4lKZVD02XS#JfkS4G`AgAJ-fqTQbty)UNIWYf9(>xP-A=Wk5U^bVB`6kk}FOacD@+6!mQA$-nkB6Sl@9peTgmg{T&+Eg>Qc0QGGD
zfXPU$oe{inEiJK_?1xB?AI&w}zI$HOl2_Z8W1@Wj`myl`4j!zAd-`)({`;64IV0tS
z^etgPy?@isydWVdpCG(5kr+#2B#t#viBJ-4yFMc0*M?q7N-cAS%|5D*6PkwDqWp^t
z1!&ZsEEEE#}*KpCt*cCJ23Z?;<6zm5HoRV>-6zE`j}Y2@>_
zd_S&v1guc8=j!V>2;naAEMkKQawkJt3f0@|WX067r$2kV#^TH;MQmSRD!6(e;4PKI
znf?+*EnN~2T6<~`_k{6j@Yhtp9zPs$W2O*S;Z9uBI|pT*Btey&`ey2D^fJ|+Q=T$-
z@1`5C+Iy4&h`IQq3(%4J%`jNQQ^<>5l4^c!EZD7dAmzlh)P@lCKZMgot<;!
zw#{1dVZp(3(Tfn$h6HLeBCyU2(t1~(zBpTrwo3Qx$ROm_3umjfH=H#&2M9qEdBp5n
zNeEodCbDg}F`komnQej!=@i%oMPQGKBAFFJy-2Nz+m-l|5WAhjmVnDZokRy1;f?Py`SUD<5P;8539mgc%Qb?MpXAp#
z^h0H(X!#I4F?B7WC_)g;yE2rlxJs)bIe_uno$I&}n|bppB*S1voZ&@VZ7y>U0^X;I
zc_b@8i?$624UWgA6on)YcT2`$3!?G&eXHujLZeTS+SCwL2wg}ZTVaufNDPFV7V`fj
zVwxF7%~RrXDt^ysOLm@PGk-o-5*;lfhFw_WANdp$Z{ZL?|44h<*gZ?dXQK
z_#x%f9Yw7rG*n0%7g4zp9*dWOY`A6{XMdSlJr4ds5
z!U+A1A7@^$OJ5|8?#IW+lbnxvo1^RY9ASZ9IXgV+J3i#9Li<8UVF;TdgpFF)>u76R
z;jJ4P|&KI{U-nYM3#Hl{(
zu1$n+EHVipwjfGIoY?KnvQy@cD~}8U71(IxUFVbTZ0ud<+dACWzxkg0)aru=4y=M$
zDduJgAu(Zig@&N;^6SedNVY_I)cfYuG`3{){+XVH&b;MsrPV!lMPtjOHwp1iB6=o-2qmPg7OfQk12_E0tb~3+WJBA1ukx;kiSlfSa}g>XCze!5CSj~j)tdYi
zlX#++YT&
zQ3=E&qlLjhpO1wjR>=Bw?K*796$)Ly6~k#=hCf;?k}mABkf??=Wy!*U6X{q)_^(P^
zU$UZnS~pHQ_H^jz(a$Ac(rT4AK<;T@wq>(w&*G>b9e(+*KIpWsf6NQ*ux(xAhU|&c
z9nnQ4`r4GE5tb_gA04`TCGM{0Ou4@&jjFJ_Xmhuq%6j^sUb06+En~BXXRkFYTi(-s
zvYG5|*8szY?|yH-WSzw@c~m^R29Q;1k~AxT;^Lc9NkwdIzAV0E&BAn&+PsXUwVdNJ$~{(G>?AjBM1v
zL4zFNwBOIooy1>bho8--bznEW0io(9YP4AQK+Wpyr%&h1Zyh~ybi98DlOGe^IRU4mT7b5`Pa6r6XEw5=dV@>I+*GpUT0ktey|*LVC2r>><%f2nQDeXjG!DLHN5+8j4ePn)F6
z$j{^E-W^OESDYKi26Svfhf(2x$9
z_)nlmJQ&ep2jr%vO`krAWa8${o85c$+Qpy%BfU!GCf$+yD>la>%g`$CDJlJ-ry5rG
z{d;18)3)6A=k1c_cicI9_G|{Qb)#XR4q?c1YdQ5IWk#?gK+V`kN($Av-DLOR8Ger)-uH(ncBikwpB1h5p4bEf}V>rtF#me8p^LnC?Gv
zB$V_?7MGDl%U|(krXEoklh!8yTASQ$+mUgb|1!0aD0J_>jZATXj*h%(@rl6bXk`*6
z>+?PO_6;SLK}Bad)=k^)(xM9sQe1kW4=9FMNX38t6ZOLVbX_UtUft681D#dSRbDmJ#HY?O`hEIocnoHbZlM+f;vM|l#+!!OHTw+hNQvA7sDpNjRx)=x=xZb!E9Hyha2W~G^#2nKe~
zJ{u_jH9)!_w<})V^qwblX1u{E?!J1pRE+PNK;)Qw?fP{KQ`2o@#*KRjvU>X3wFPDg
z32%l0NFO=C5U<@L4;%UhFPGck$RaLby_rTc4i{ckJ8peFM
zv+K|EX452>K(S_!+rAg=ho?@Twtz-)_ujqTNWI)7dcBM+jl#L}2@FRWLW*ito|l&w
zg(hb%xq8u6;y$JYg5nR?u<126X<5by`X~UeH8gB|XOfQ2L{g5sE7nDqQs=L~{)zzX
zY%zNInB&U##F*WM^dZayv;=J%L~~K>>cf5EJAPR|>YssnddcR+i(h*0R!hYcOveP=
zefV(3;F*W|LvM(}$u;8v@0FA+6k3NG8o+MM0#dP=^~83-MgYloi25Wv`&d~ygUmrJ
zfrdtc;u|!xPt$=wTb8ndf~WtoG!F{`qf^MzYgm!(*po^AB)zg3qjeio+_wbr7`Q=L)B|C&j*f
zhmj78VUM~ha!)Z}jjyN}hXe!!a9S+aK79DF$E?ElB3n4Ru?-zKWFeJ3*S~CuqJ4u)
zMgU@KXfQ|VAV@i@8;)e;9N4CgplUEcv`Lf>vKGZ(>021Vq`v)N1`{r2D74ismky~u
zP5f%X2|7)5<~bqRIJo@!#;N4UL*eOGCxiUX038au{4b}JyI9FVa)}v!Z56o^c+}E%
z;IhCwH*azU?KA!`T|;>9F)gf
z>3ynDb4zJvfL)TmeVrRqjug(#yss+P*_$>Y>)4V_bC#w1*ofVTlMpA{JkF9hbub}t
zL{!wE(d){ZO3JUt#_sU#ZoEl|jI*~w3RWFJLoEIa5QNx)7SpD6R|psN8VuVIzNujq
zb%+wwmazA=SpGr4EQtC{IhD}uP@Yq7=8VY5$OH!$O{>q&$(cc1Q>;ros(JX#1A@f&
zSYnYxPN&o}(7+(Ye0g-$!oPKNqJ?U({;Wvii{hp=90iWpFMtyzg>Yc{J=h+xm8Ur_
zso)v7Po?l&L${w_mwv0SkDzlRzVh$IFD>TGQJz&ekX1BGD1A+j&L9+cdCJrI>0}7r
z1aJfU_c!%0I?DasM+|PkS&5HI$i4b$tqR6ndMvQk0Wb?eG&EGrxaHRIm+iVvPELCm
zo^XE2bt^M79?=nJV<25ZuA03po>JYEdqWLXAcEeey!k>$0!IO
zDRU6l11kCvt#G-B_qwus;$Nv(g&B}GC+@Vls
zRlcU3uBvVaEX*cai}@9Mm-;>#tfN!w9BBjUC_n3mqVa6{Sj8O^$0~&m}g~WMk2pZ{i^c?lB$q1t2eYX
ztX4SpIRmh60KZCsY!{
zi9H#3+A}<16BU8QpOD=?+-ZG?CnHIQBJ}6tbZKoXk=>L+ecgX%8eGLQF5a+VL(v+G
zn9?u7yS06+`uevInyk?pSNQ1-;SOH73?~=md0{OHCq=c}oCWvV*T%?oogkNXb938v
zZ~6Af$R3c!fSChs~Asy2H{s=?#jIfthIPdSrsH>fp#fm|v=k
z(<*9NCpFjBHjpIy4cRv;TOC06tYbzILNzwpxT;uZL<5NimX$35{O^soa@peNH-Ti@
z4aw@17Z(dw-K8(Yt^Jqx&Rx6Sa)~UOGjtv9$WWP3nsIR0L=O*!_Pp3mGV=y_ZKR4E
z&)*UE<8mamMWfU<(dL5xyEkv#%CDL?lt208;bOdxxIn=+vDe`<6V0CBTfDrz9SB55
z#^g=2u*gLDHvHhhKxRpI#kiV^++>jzzs*8*>DKKYpw!$&i@GvJz{V!;s`+DrTLs8)
zUq9i#-|@a)0OTcM!m$(=q-ZHIao^%G+nZ-SjwHxKLIUkX^|ZE|x!cjMS)
z09I1k&uddsf^czT#*8_E6}z^zc@#)}0hs5^!}@3Wv{QhL&tWuZt)CdL
zdeYyc=2X%L9|Ljh=M;00_$OJJ
zL}fKW%JI*OOsze+TD8H)Sn9-;D?NqB{jy#$8@fx>fPep?t-8B
z*q*@XHYG4!W@ddZ&rt6i&;e;rY~I|pBe+#e-6S6$BW!@UdqRMogvtw0-%RMfc7`>o
zLYfmM+{#{FXLxm@qSWUVRp(Z?9H_oPqqRK*hZon}H3?_Vj%ssC?oF_tFwASxBxypW
z-H4B6F-&PtT!P7c#*TNTsy1Z!@F~zrrb`QNU^DD|o?%z3*5ig9SNqtiIX=6Oxppv&
z(WUEWrL(i<@ZsICMP{7qONeZ<
zYNXR66)ztj4L!XcJj9S8Lv9lk)S*ZqB}Ig27dO1*;-}FW&9jb{;{zWhq?O036%@`j
z_WC#PW4zkyD%(9jI74Xh0&!?*Mo)5$~YTr%wonyaUnk
z6mRdbyt*KEPX{R&BHO4*_a8jCvuW|neY{HSsBz4)h$>yiT2De2?UF-QXSsexJ!e_QP)H%<(%e)0TC@?9CF;>9oyGFhno5fMAcY(2h~_2zQ-A3eGYXnBblL<=t1
z;-2goICN;-<`HHxJo>yO>lalXMvX@HYvrd~yARy=xghJzk)Xi9cN|gJ*ds+6ceD9p
zj2ApG^53O5IxA#~9>KoriO5}ScVFnIBG;L@8{K((_Xv#NayY>fDqx~y0(QJbLUV8U
z{{3?+3?`q@-tD-hF|H+k{7a>hj$68^H7)8~JQ|Z+S6@GA-MSIPPxCYtK7+Ur%~7WA
zM2&&Xe~+fG@W{vjSPILzbuV!44yJkI564PsCpYL5duwWFNW*k6(WQBkC@<^P
ztA2oglil5Q!RBR7XsaRQoe5Mol4*OwNSVHx*vJ+zsOh(DPf&tZ^+K_Mw@BnNw#ENd}WU+00Bv1oTpKlhm7ATQ$dwQRy7;c6;3O;^%Vbj+SX8=!oF$
zpmo~D%DzKq0{W@_ae9U^RJvfB&ZDW(PvvLxyV)S4V=C>}Oc4Q@?5tqnogh
zz3AOL{^5gSNvD@->4(o`VqbA4Lxv5z%NpuJG6GTR5U<+3sHU-toSb#XgYs6sc?s37
znu^8Bp?%}+^i<@8=V5%_KFWAh`V+&~_nB4bR`YB)W49cb_9*Y$xFb`#c(ci9*Hges
z)22aH^}FP$EO`&uP4`+-;$~x?2(xCecp{#
z9h}4F`ewh`UiFQ~#XFp@mR)0#o}PZmK68h&_iD3EGXT`qzwWECgS?s^R%yx*lVS38
z@7dGZd6^U}0=-44>)M`p1-5l7-W)n4{&f!p$Uo<@4Hx%cO2C62rai5Q*I0j2!^IUF
zV=MEroWe+A;}=@v7lLA9`oKB}pd8Veoxp0UqP}QJ7l?G|i4!MOlX_3+vaBtxvRi;`
zY)%%~7G0&y$+zTUeR8h)m65`!x0HV79EoEIhLpK-ROaKywX2tE6wJ%v>}|PPP+OfO
zDUsgEIpBv5WH#c+s5dQ=E%^S<(m6~3O^6AbFIuF^22uB!`EpXxn$Zmzftei@6pV*n
zZLAO;8r|K@<(F<36kN*h{{T#CKd}*xB(d^lX-%7=v5vm?T;C0`K97FPX(bmMSN;~ijVs6^86f(cz6%llvV`ldl>_=Gy$S^sdeIlX%aM6@?5yUQJ66GX
z$(MU))f-g5v}vzbR8VMBTw<~}enkFl4Go|C@zv)Q2q85zVq13T{Tm#7OmCl&>&{^D
ziNEzmZrJai@sG={eGh8=_djlA%P8TEet${~2J^N5eC}V=-9813>-T3<*dPDr+cWL|
z`-SkOE2KmI`;E`4;<^6wS^4}BxAecC|6hNiRMJ6XvF*C(%R?Uts=mdP*=83f+3)xt
DoYG&V

literal 36376
zcmeFa1z45qx-~p)#SRP+~?Nonkc<&;oT=?>{;iHd@VlF}&M
zNH^bjChmRqK4yxtQXKo!8&GL7tClTg@9kmMBK6$VNm&q(*R4C^FRLSYi|t
zIXO8hKD%e{Uem5|4&~U6hHzwioH@Xs;PWgvSlHbX7EAja!k^Z)A+lpWEh=yJ8Gq)6=P@0y`e_!vEhk^-J7$)sM;$Aa_%sNFSeQSzVwR7e2-%t)~~7th9FRT3kh9<333l
zJw3gIv1-)>ox6fIebMZSkstH(PtVTIc9lmwZ~NkB#6LPcF=W@9Ts7Qudu>S&PPq2t3z%*+Eg&1SZ(*$KL9BwKaUydQC6fdBYg_yK<9_7d
zFDfpU;!ukIx>jWR6~;DF@+J2K)7bkhT31K9D!Qr@!~C6RZCUp3m!OuGmX^nA2=zAR
zY8_BZQE1F@v>NTXc;MojGxZr(Wmp!x*S;STlgqXnX~Ct($8Y#pv@hYkr+pQ_Hf+qv
zmI??93#&;nHZrcwam>uH>5nZhSGarUPPkUCQ-;IDo6+9du#S$aPj`wmv`ybVuq-Qw
z>&Ov>&dyG60gF&F9tAs{>uRbn_$u{bXlYvA75OODP{dULnhlOU5G3vsnfSDxVK(WT@0~
z^Y9dV^BQ??e*FH)W%z@DKy{6$yZaT~{Kp^bc!Y#%Yy3Su_3%KsU%O|ro0=|_
z<>%)gvmcGtXiT?gzm{WC7W&j+>pcPEnk0t;y(?E#axYxCz-M7$(fgs;hri^=s(gp3
z-c;k7q2rfVZsv?n(bd=YNj9qD6BZUOe!88%=84GlpLaU@`%RT1pzjN&5H)6FZb`T6;?M=I6sGSz0VL_93Sr4=026qUUpNWl)wQIV$
z?9q`~y*{l5`=eG}3h5cMrav7g23vWx-`>%w>iPLo$HM;@B3jbylq;jq@XT0a6dq~9
zsYd?jZmqdVFV`Icfw|MITwPyZ-8`T;~i|2_<=%k8QPP#5F=8PY~-~n|D(-AHLT&5pFicA60lN}
zjD&6syoyy%4=L!A
zoqNR^o#(QdTQe;`fBWJu?9=ba`mwk!S0mH<)BE@D^~7}jt$SGvZJFTi+zGh?+Q
z>1k;y&c8~eof01neo+n)_c-O2?$q38SP>a8g+m=is|OM>FMbP
z*zjEq*_qhnVF=7oXCH5_Y##c8NUGJ5EO<+M>wE7%t$4<`@EtihIeb1H?VtJ`4}1=n
z4QfGL7O-f$S{Z%u(Zh$&w71f&Sn=)2HlFh6i#$G6TwTJ>T@hhPc>Ic34K>Hf;ctu9
z9@}MOWAidJ;>C-tx_WvI13PdZ&zTQsWF+MszNg($8X{rci+iecLcYx+`SwK4pyz6T
zL94<(gWCcE0+<%xtgNg-VZPi$uN)=@D~DR!TRuJKYaYCF_iks9+wsyA<62st4BMG<
zty<2gDz@U&^Zix>O(zlgi`tTh^w=3ioTl$p`LuUcL`|e@8GCqx|0f<~BkZoOnq(|DRbBZY18+O*?Z*nr4ZLwG38&nSPhL%kC6}fKBT~_Klg+E2aAzHv
zz@tZ1LJin=@BTBkf2u!M89^f9i*l}$qph8tVTr$RW%Ze=BKw+4W@hnH_Fe}yn8l1L
zqrZhp`CJ=K>#9pnoE-|7yZY8;bJW*&M{h%R
z?ZFpCYUeK2+3yxhHmr~{F)?{|I@%}Q`OiQ9Ed2E8TU)VD?}zrWoXv{Zts@`zx^n^d;&c|}&8)x}E<
zk{OKwQ=eb*Ok%jzTWaja`eG1dx=o#@)NX3)>gWVo<3y{#aO8iY!J}W=Kd#gm(TtJ8ajA3@am1ucZ`L?Y-xod==g4$n5OwEd1-;M(oit
z{ziu&I(qgFz@Wi_f%q?h&w?k0+KoECzV;Sz&fz_lu4!l(iLVb^v}{c{A~8W;PBSCQ
z1iN5~l=f67^6I=>p4sfpXB;VPKl<^|D!*g4avmJYo|eXo%y#bFsgZ7e7JvL=V_T2W
zDUVU(4+#xrXJ$SVqna#t?%ci6{>C_DgxbYI-BoeQRk0eaeSNWE{&wQ@>z?K{)CTFsXBl+sLQ$?N!*P=QC}H22=@01Q&FiOj3%|jF}wi?rslo_Vn@b
zDc-nn<>Zr@vD`UDECWCzwq)a4C1hn!0BQ_aC>B#E0z5E+`$*zm4Ykk?K*XuOOzHb;
z7&Cqd1DLM4vXI}bvy{bRu;o)*!sP7n@0wsptzkk28y({TXd*5d}Z`-!54G7R=>C&a%eSLj;
zmoB{$aGJg`g!Fb8_ck@$DIcsVGCgoQQ99tb9u}M=7Z+Ee&ihAth;ag!KRj`myI|H=
zCt%U@JwXo(LK55~5&K!MEL5uaS95`n7nfFws}Mlm#Pm>!58&bv;bX@>V=i9AWsiE>
zP7LZMf?<*GEw)`b^~6uW;)6r0hw|rTI~~3b4-Rr?XJ;2@Sao~POpWnxIiPw)Guy60
z&%wbV3vg`$NM~~=6DF`gd+BDAN4dGVvlAuGk-#ag2bWNqD41YE2{th?#Ufn_WcX%Q
zA}sJ4mb1PuC}{k}at(QhEE-;ux}({@K5VxcPWF4BSaLkddAfNg_6qx`{I&&@Jiqr$
zDy%7|@2??QArhdBFh}?JvM^~5e*UV^UZmqkj~-E(M>@+2*6VsO3ba>%9`J>92DX-g)wL12rCL80XsB)Y7~S2$%kF2K!SLb_0ssCVF#B{
znob~URSETH1=VNTbYp-KRORuQyqEGQXV0F!$lrT!NHxPU0&JBaF}4E-q`*N9%fp}f
zJC0sl%_vy@tra|e(~1R3Z0<-}Nl8Z(W7RK$w#s0T2Uo`vy&~D9UbR1K$n~5X(}B*K
zC(&44G6<=a$fYrtk>JRekua;}Jd@11d0#&+2!JYddsE;hcKOgJBkRB2ZGEog@arx>
zAYqzDKG@FW`&stw>q6wO9K~P}gsb}I%8DQKz+1bW5YDrgj
zi`69RyCLz1A`yaINaJZh2@_q_vh9-VxlfBtj#OzS>lHIpL|>H0?^x{DldHMdH{gaz
zC`Y8Ioo;wkdYjVCWIfm-rU=RrD;(GR?%_siFkUDF&2^XuindYsJ>gwxzYp@%mXZZIXIwVt?ymQBDh9hYc3;oV3D7fqB=$dl5@2XMLV+
zaRHP#0kFca^=cz#o{hI^VI7-8Bkc-JZ3EehHfb45=X{zXpU=GBm>;PSp`)?yM)vdl
z(&E%er5L*~3Gf2E;!opFjcSr2oF+T>YowX|8S03fMGf93<$W~pxAeDtvC3Gy)668>
z{{2YI!_Sfr@bJikbYZ6?PtVMlc23L6%G&iL6l~hE#U?6*cHv9=4<5YWCOrBgFfee3
z2A%j;`%4~jiTWiv>wVB0u!vd2vjY21WdED#w85l6Td;h)>
zAhcm+^vj^4lPkE9U>G$Po8%(C)8vg+`F}9K3}wqdWI5a+yJYd=^BH{2hHvkzAk!u%
zFJF;%{j$_c?z2dM*_~Birv5}yah2P6iMC9Ax8&aUbo!jf9^%R*tQveBVch$;V@9ZS
zfaY6z+B+z9I~H;tCAqbS@7XenCV94ujKudYt!*{
zcSVd^)dG(Nc~56RqwlETZ5Iw=%&uR*E-oQqVadj-y;z0yFn`TEVbivXw|7@oygGSX
zNO3b|li}R#%%cYnE?KjJ_Gq|B)%7zjRxwLkx|$*W6A9E53hN*5zX5O3UUzpB28fr7
z{NBI*ba^eO`-|JY+wACelfR;*-U?gSAhbNbsl2qT%)`&Gw}YFm
zrL8R#VOS{RiJUHQ4&BO?W!MkA*MFW7^^#|PzE7$Y^n-rq&N%1+qF#V}6iUdN1)F`9
zpx_->9e7sC?Q6px?snhp-fAZ6qTQbF&6|5W_^y3_1pv`d+I{qPa4<8`)S$>HUAuPe
zW-~(hZAE$$qhoqAdqG
zdc%@x`A&a6^yHNO4n)u9lq}bv*1N}++$FKP^yZ>vAZ#}Ki`c2R44ojXk?aKy)cE5O
zxo%Sf1k12?#Y%~W;|;C{_i8Cywx;;^BWC2rv|F4DHK>^$8apN|te9$2FLY7v8NEVc
zTwEM<#eOqh@_DoVv|kx4lnbpuM1#M6J;N`d&0d>?{t}E?`dCq+xSii5sZ%Xc?r?Ts7Z0BQ_8dQULmLyms`T(k6r#Ci4V)tvUN+*ckz?@j*l7u7Nt`tV1c1eG~X
zmG~2-$stt8n%};Cvu=k9^as9}Kx(K8MU9PG7~@KW)7}pkypM?CZHc$Z8`02L&SFvLKkJeLKNeVP4G1ons##g4Gov!bH4Jzn&Tj4@CXCnhH&mE$xc
z)zjaM_EZPiG}wwls!;#|fnZ|9nCm!YZPnkP0j(U2T$ZSGfJ5M?(ij*95vMFEsk^;1
zmX2CiuZCmbc`e!`c@0X>xQWcBCC35d-1WDpO)(}S&_T_ta7Y$Wxa*o+=iJQ))x%qh
zyt->ma}@!%do`Ug7DNLkOb9BYBap%*;8-#wNbpTHa5=UfYYuL1Ig*&MjYgm|Mq%bE
za{_xDJv}``0SAa;#c=473pA)OVB#qIvA&ut+r)cocgBJ+N@d%RDJdy=VibqV<)sZk
z2B2kl6sO-?!x#xZ6a|UAt1&kh$j$x5i|`d2_Yq}QHPbp~B#|sjO2~=@o5dxOckqsA
zH{P>9B+C>mEiH43%CVRU0_v_p_OA$-9o}E;C!`E*`>T&>P6Sp}2cQcf9{VI;Tw>gg
zEsl{V41f%Ex_N7~BNRIsh*Sh!5v7z$Py*(U14v?Syg+0aA+EMuuKcA$m6ozU;sX+I
z8N(%dt53lO-V8^s{y|3f?#eAS4*s5;7X!lroK!*O$}tUBw>ZRHOgu+eP0+cg(Z(gm
zhMr&mk{l+?NBSFczg96FyAdy0mb6p_8YsJ5u`O8z>-V0!is`6KiPgw7{QBx7-RjkZ
z<80WlA^Kzu76@xOR6?XAA1eZ_zAqD#%qhrY_F+v*~e#l
zA1m&}*qQM^e*9QoUEQ~|)OYNMR+{kgcp0Q`olQG-^mK6du}>WEdCrW5?L(2EHrV$I
z8&|(MYnnTgf?OL(FdsoefoC6I`#^|2b@*4o&e}W5rO9UdpgjXay;-W#=rHt@`uuqX
zNMh!|e3CA!+E1V5rl1Y{8HgPl37luG-SJ%dcmy;vj@`RYu2`{xCIHUiK8@dUh}rd}
zw<8IM;f?i&@-h_3Rwn$ijE^9_bLYB{M~K>9%oz_gKI+_41_G3d5A*1MaR<#qkz=C|
zzWamQ&NzI7(YL^}i%DWi3u}>j@jcxl42ZU^!(8STXSmW8$g#3q*WLl$cnT45Bb0*c`>Cuss==QB~J^yHNp
zPa&tXi6NyFrHY^^faj{owolb?@o0SW7K>briVSUP5i;6U850FsSrS@|ubG|dufn(z
z{Uh@-fCyG3Uw0MQP^G`Hy+VW>i_zC{dm^G>C7K%bk}c50xf~Hj1$>;zu46ZlC5b{r
zr>cJeu@?X*EU#LlGZYmL#a0O2AqN2a@S(AFm?c+^2W!?z*(c2#-<^
zA3g*gqmK5~N2NB{6`4pvWKx9U3--Htd_O=IXr$M0ZeBZ3@7dVq$@o^gR3k<^&94>^
zHXNp;{f`;p^pjBRRa+MeS^t}er{{?Y=Q2#C5JNK?u)lOxGC{hGLrG(vbeqN(wR
zWP`GE?Ii(K*itz=V=_C6De4)%K!OuLJ(?;=?d+|HLt(*%*rl@8RtDlDM2zM(mJI7nj~pI
zK}FDR>jGsg7%Ki+y`|e2EC;zd3=)dtM5`B{BjF6#+JuNDn>OZrZ0B5~rKKhIK5D{x
zyRco-n>TNcSa!&CQwzJH>3}0?tO=*hh&Yq|r3Dw>9+5&q*)r~)bKG$<93?qwFv)1B
zA5NlNH;h7>1eM8YTss@fj@00eT=}@}fL4xrY4Xz&B)d?2f(=3qp?}!gR=<9p1==J+
zIoX&>vFdDMWK5vu0`Kv!-g@Z7+?exR7-Uhly?akjjrCVSW&yx5j_Hnbo{55f9E7p$
zjtKLYgJikV_2Hercma}hi#D^cutb1af(YI&wz^?&ABBQOO_IU$J$v?m3NmlmvSp;N
zUTv-Lu*}UdeE?{(viecAH2DRkm%LQvl?HBW*1RAfHZD-{t;;e~sYXwACGP3w>*qJUG3Krdy
zck1Co@N`r-M-oE$y9e(Ur6xqywp&-}ZasH%d(8HGuc1#yV9?0u(xNzS%^9Mt@dx3#
z=^|LM317@bICgfmB%raGHGMmyRt)4Uz<*yPD23BM$tV=Xw%L
zjzF)7(acr_`lbfExVW5J6ph<3MDF(%w2Fk@rsg0(8qvC%p@iRqMvTJ!JI{f4Q&MpEOz=8+qr|=v6W;NCj3_JYK@H2S%`^UO%b_h;d
z)jo5wrTIsY_U-!~HO2Wi?PX=1?_nbHYzJ)8O5L`pn5kmGs^b65zvdYwupOnaw;W{4
zQpC3cIWzpA!GB5<8`c;IOj{2ggIn*8~*WNS;y(Tpbx
zQQrB8RQ*kN(?xt9`Z$f6{X(S(#NTu2TBhjl-@k8&U1PHy&Iv#c$WcNW?t7}Sciz5z
zdjzya%J=BEZ>{9XS(k#m#o*dA@!iWbzGU=t$kDYZevmlelagh;yAph1I5l^MXe@%(
zJue{flX?%9f7iqP{xT5m0q!g$;<$dZxx&!-@XNjj{Lc7X9so>5uQ;Nq2IPG0<}poIZMl=Vk48f
zG+F8qgHmRnxHvE6_K}g9S>8r~v5Gh?E!;$;W_AX-U(^;ibvJ~Bg&EbQT?c#cCtMEs
zcckOnX^0<*+forHaEniwgasRiuITASLT!zN52oIJE5H@d{lxhANAkoF^-#@u*5CeK
zCxI2XB}_V?a_8K*=)}}i5m+8#Y(#My!m0tP_mOfTkB%KXMob`vptMUg+kvLa6ZNGh
zCMG^XF$Br__TunmcYl8qe!k!Ve4C$N5wD$ps$kY>E(%2^MKWusfo@vAez&QqDX~(-
z0y}oVX4cwV+?`(b76uv^FR(kXUkr
zN6O{FtiJ&V;QN9As@Qh#etq6Pm{gRY;1GtUnsO~7$8o9)#UJ3$hY+|!;X^RQOi+VK
zsz=H6(c{NuDAIym>R7}gQj+3viSU>&r{~;^^CQ3jGErpJOpf()0o(&G(i9^ksmfRl
zBb!*z29ko=A@(4R??<4)2577a@b-=bodc85fN>}omWyO8eCVhOpxWRmZv?ckUIT-I
zTD!ZWpteV#&`N-KgKaw_nHc~?a!IS{;m$I`cnQ^l#!d=R06JuW8-I^K2}&4K%sV^T
z9Y}1M!|3}I6)XCh#3a#r(wX6?DM8z$tJ$qgv2aLx_QIiKuj%r_wIeHApiameK9`kqa3TA
z&^-mDYN}E+0xN?~6{<`|YnYCGhYh3-Ra7Z0O?#}h&ya*NFE=+gOW~V3IyxM*On<(6
zNPI9hjgIJTye)?ojX!fn9t8x
zw>}W>_^Nmv#?9b!LG^MvtUetoi~$}HvTs$*=Iz^!@H6;P)#r~NZ2?RiI}ETBD-TSbY@q-?g%qJ&skFk&eNa9(A0wzVmB=MwPgb=WP?CI4d8@F%g03?(OI9?x`4U`12^-6*v
z_o~yNWPCh2gX5Evo4eI9Z4>??aiJs(Ofd25eclSeEJ!8JDoWGg*IC6l&HBk??XBL2
zFW-aMG~&oE2^vS#50aort*kTZUo12}7xghVD5@$|k3h}}K`n|E^?WdfHz_5)0x(mV
zOtw6i?$Nsg7nmkI6sk#ApJ^ClM(o=CYz7^rSvuj5E3@y<*5?t5IeB|2S=sOvyejgV
z8{72lVxpcH_4w@gWu&GrZO8CcN&wouh9CPac4_#G?5lQK^CmG7h0;9);X;vov#k*Z
z4B?^AJQMzKhrkbWdBtusuNqLIWHLgN%v4Y10l-t(UR*VV&29g=dBH`JR>2~q&`8d@Q)!AZ95-HHossULyzO{Yt
z7Fo7z&5o}a&~n^_gUHbC-Mg)C5=q1*bJ4%(Nq@zD%}GGXflzNqwf?=}LDT$hnDRE=
zXn>*#IVdKN!qLB@s^7pedl}P>S1P>ObF)(fun~FJxaJ7q$FNQjV`78jmg**^wK@~Qq-L$!Gl*34u>0IE-C~s$H_j*C)(}tofBS`6q
z20I}UY1;Sl9?;BEfxF-jOXG7&7_uYKM7q;3G-9O?J9upeTNZYIGU6U>${uLug(
zv{{&Cij-iK%$&d}kZ2O8GP%WfE`;t5!_Sgs%Y-skg;l*iy$rC_2vZG(`|2~dBA*IN
zl$)S}7sZO08t7;z1`JNZc;ja}2j2Hc-OaK$!iwZhvNegu0HH)R>qdg-L5)ZReiAvX
zw|{GI$NtY8>3kBGJDVY;1uYc5+lx&JON^5=-D_An5rM58`6u0ebe4tDZ`yRF%HL+r
z5#He9Zb+ETSQ<-R@>`KvBZDxVsjp6tFs_N9Q*RSt1
z*foww{`iO!Fd_j2AdS4H4aa;;m#ofH}
zrfkRaMn|$|iG=}sXY(Y}c{yk&t(~0_AoMEw>ovH5#Hc+Be*ojMfk;BOsDR<`iUyNc
zs)!O3kQ6H2=b_UkfB9g3hj=|vU7duw_xQ;1ev5&38>PRGw2lc}{rc)AKxQ(Wb&wrR
zt!GjPZ3$*;Qdz9xa+{QQ5v=5}A7=;di(JJTo^Vx5HuSI??$DkQG)<`l5ir(Ef_$@8JW!rC*(VJK^y#pZ%Y6EQQgy9y|QPQ!Y?M(wVd
z$tINGl`%(epch}c(z4nJ`R*@vB`lObL;K0FgJBQ`0dv^bzVBJtu|&d8OFK#k0Q_Fz
z^=Y_24p=WyNGRrKmH@EC-ZoL`j@b&Z$lQrMn)ro1vmr#nix?r*au0S`n6-Rd4ur#ps9+$vnvTy0v&t~3W0qS1B*%*
z3|fZY0`HEz!1P@G{NgaF+%drr0zZ#5>iy6oJcuMGt#Mwwwh(|;}(ktwE;iqAXN?
zA`v0#J>4NtDp=cN_w3oT8X!vIN<-a;)G7#4{t_S(2M|LLJt^AZxAMb2s*>8;+C-lr
zMt)@6k)CRKK!bABI6NTrVUi-TDpb?WLzp8-F$aS|G<2HZ2pa>H;y^Mmgdz;h?8t&A
zh3G_3-;+?@fiQJpzqEfjl|^FszR2|Jj{*8*b$q!?S$TnrXYX8b24k;v6)d-lQ83T~
zjFW}41q~H(m@iN-!jwtb84}tx*O$0Q;t@kW=myPEL~RiyJcz&H#%W^JvfA5wY@%16
zEOSTr8Hpp61Re~l1QNXWA?;gC&eOm4%)RaJ?TtxobW+32ic3nC19ieLAwayJq*bDR
zR+AX+paJDfv~4$T$hruhCj*icljE=~q|>wDN~IieS%Hu^N%4aaYuN8AkcJ#?ugpJ0
zS0DEYAdk4p$-A&)h^|i!MigTQ=Pykb_R@5k&?PD*skjrP$K?;JtRSO(rF3I&Re=wN
z5E&R+32YJaP;d50`>O{F=LQ=|Y=uSxzqDy55%Ixh;6>sh)(*1&iGim7I+!#mGhq?!
z&p*`TxmNSvSGT@9=9rv4*(?~D-lf@LZakeck`TeokoWVDAX
z0Tz%SYZRAK&dR4;ySQY@5`heoyf?{ScUt?t{vi}aR;QEj*yF|jc3&UuhyN|z@V_${
z|MQ<^rDAWfgQ=ieBnxUDR5U-WW9t@jZX$4uRGWb-3J{IzS*
z&@8X<^TAs~7X9(59v-L}omk!^{a1uYY+0tThFt$kHw<>(M;xhgJo1bhg;Lc&l25bs
zu`L;0c4cXJb*r9Dd|+++^vfaFg9})m!1hKw{7}LJ!O_DJ>}W2sDJ9bO1eaV0woV8_
z^7{`TBK1rBAGx_HXIl66nbBm?rYuOE?%priOO^?@wl=qRm_Lf~$q>l6v%z9Q#EVg5
zA#`LVHicwEML$6+aZrRxgdiGCC?JnT>fa+@g!-?7rc;9
zd7LqBuAN*SV;ub*+-81>x+Q`ci`@_TpHiXoV3R+GYkCHs;#Z%8O4QQTMXGfdYhkJy
zfo9K+;v$IF<78o!%wUWnC;;@&4-({|?K%Vu(0>=4e(5N@*&!5Vc5~
z7=1S}Jwby?Fjz_3d^dhQrde)Il;(^~4PTyi<1^k;c2F>!p^lB%r%)*;YISTqnqq34
zIp!8^N{^y)H&2kRnEDo*K$g
z1~|f^!8Z7c77zJC4k%3y+cxjjyBvu8UK3Ybvsu8Z*`ovaiWKgaGdgU&l4HN&0z
zh?xIjUtdT$lr;~u{Alb+gIgAQ?s+Qdqyf-~fR;;A1WETOEr&w|A&reN!ED;T-M)x7
z{-F@L>MQ0}
zZVtn`v;>+F6|~2dlh9F=Jswe_+y(81uRi+#n~Txpa3`Ri-3sOTcx7fm>kuJtyzrDl
z)BxH~EO%HB&(EYRA}C~2Mh)67d*xo8>J;GgWKNb$W5y=;L*Q;(Nu0-vRqWW^frdXf
zoFacf)7^j28_RcH^x=>BDvJyC-CxXBs0Wh|%TRC7{m8z}@?S2(;PZd+l>LtXzr&V0
z_f%znncFXsE}fdQ|E%=FaFF3
zE2-Bdc4({-UnjAAJ_t9J)4EOZw*THw#40Kt7aq?R)vSYTMN`TvQZ
zW_Q}#Ff}T?48J}tHs+ZU?83i`cO
z=eQIg20Y83U1>A7T*mdv{T-jywCc9AU6#97eZ5Ikk~HYy=5i|!3sDv-i;F+%vCj0p
z5QcxMuhZ^h!M^=GqUjgY&FM2gyDk(7%DdHwQUja`pLz&Zq_|L8&s%?d)+3{7?a#eW
z_XXoJr+1rv2Z#TuN9a9c0eCTgF2MgQqw}|e{o~1wqh=>imLq5hHJV`Lki@;TS$DD9
z^R9<-RHP0CD)IB@zru4cQmr4*nNn*~hLR7e+xpf=XrsEWY3t3qTCL{kq%3X-q6Js$
zS4c^5=&S9_Un_D%h@6%{p@c7EjUR}@XG38-V_{|a~nE2iR=?zB&h`0ll4=n0DglIWrpR
zp=``h3po-uX2{D=yMw%l_@zpW@Pyna7J0N%%YdR$tGZ*Z+v9Q>*1eIWSOk~@y}DOG
zxDiq4->q5tZC)Dheq(a|EU?|_Kfb>%rES}Gp^~$o2{bc5zz^eWZ5aFVcY5f
zx7|$Yl(Ldi7kb*i8pUOYl7@@Gz@O3n{E*P_^;9?{E@U>6VlfKy^^p5>j1i49V6hp2
zWOfxE9irGk(&2@_1g@Pf^zoFUn*k+vJ_EFU>3giD4NOz&tGvM=(8jq?Sq1dl5Gx@O
zR=~3Vbo=BA;l>ZL%PR=C47E|B*J8ACH4msJ{lT0)SjfSEkp}UPUdfdu1N8W&w%4g-
z9x|T5GwBO0k)fj5P5rUh1!KrLu$5Pf)kdX~aY&5;03?0l&SlME!NI-?<^p~f1pK}v
zo~K197x(8cgX*H|7;4qut6$;#DtqbW=k5`9NMH2y^j%ePT7CzgXeud%4h#%DPZ2$H
zX52(%i-Caw7OP-b!Te*Lp#@G?hT6e5L+*#!@`KNWuRN)@EL_^(VNgut`g{5u5jbhU
zglRTOjD2~skuuR_zYLx^cdoG4Iv^=KE33|i2D2zG)vWPdUjc26)YlJy|0{zJ`#Vh<
zkoGtxH&LJ|E6*?xLEg|6O6Zb~W1fgTIzJMZ_R&QPl73)RJ|}0VNeKkiY@&M*e+9JJ
zZoTx{!*
zrw`*2rw@DjtUmrQ>+rK__=bNYNMDg4`kL>p+V(TkktohEH^dyP0$Np6SMTxJ0|j5F
z7p@a3TJhGh@$o6aS6hi%IjO6X!w-nv2y#oZMf(MK1OhCUZoW>-cjNLSxB57LGL2(2
zWzcXKo7pF*B~}5Ejp1LzjPJud~5uXLBG31DZWa>P;Z&H`NRPmaO4K(XAvgo0r)}uA_P4zWuaA4pbB4a@=
zi}7g3ZWjrf0cIuoPVtMwK}!BxXrulr1=l!yKY#cA{OhHo_&k{8%RlDlG_OYGUA-G9
zr&Kx@?ae24y~ZXY+kn)cz-LRwkAnl2l4BN7!YXz9)U{N3K5vh2RNfse^5Rs7C@~Mf
zlSxW8L`PNDu<}6SFGt5MV$-KXtFYAJYuBo-uBN%54J+758xO>t!$PwH&Fu4F*ZC*=
zosnfrJa^Vx*BWQEda8kr>}10NAU*Z$?CclPO<_8Y&6zYjpq?hfUuTB0*471ws_exj$_B_kccm_ZBlXCjCNIcGGwuyf(na@lF{i%6gIS}QJK+$rUIr~
z3TIg~I@6z*A$`0$ZkAcEnrQM=oI}N?;!)t+!17FeQ*lnp(FI5<$Vf6Ms$i0}5`*x)
zub75z9Al4RRlM3Pb5~S`s`4XrwD*;DOoMGu$il4A~V8tQS+_
zcMxRspF^8V}}A5X_!yZ|$njOaCv+d5_zO)`LN}j69
zqNp_*_PxoZUws7eq4Oz!!yn8~w;n!41$T`i{RNAbt~$i?JG!;XT&hTb>$xk`$Ap%k
zprU{39*Kkph2$d8{Likm;6b@0ut{a#16S8dDgOE^)jXp4FRpm36w8bsiC-QPN#`2z{*lkP>vfs%4w>H>p^Khligh)fJ*=
zqd!uw%dZ<U
z)&b@LCo+CFB%LsRl^1y$u8&k01cXr3co?;AewKZAlN@E$+ti_9M$*`|F6)?ZuPbS+Q~W!*$>=Bkl_XAg#Jg+>3^K?+L##}dL
z{jknV)~jdmP;&QXToSg9esf5Ju)VwvR2z16!hJGRxfg)iK-t#^#C$GRrXbPjWK
zIMO4)I`;%yJY|{>i8_QngwA+J9KK>wTH3VYt5D@r;=Ep40_WoanFRyef;0_E2&x-ZRP*g&LPS;eT_SXHq
zYT5OAiH9qGn?x5Qwvvi@^)){H(-`0^HIhT-80v@X!Xmc@rzvAcNH&6KipE|a0TTE5
zy_lM^@)=Z|tl!fscc2}YUx*YwiAVMEzf0&69@sN(g>MH&rt9aXYOe9w9%B;OAG!TM
z7j{^@c3GGoGWt2414X%e3!a=>CreeJcQAU)Iot-*2M$dZ~~jMab(P
zQqF{>o&mPmnu&Yo-{V`g_5Tzv{afbsZ!^Mfy=5nw&?@;Khl>FpcyZw&e@R=;ly$E_
z&IPE9g+*WFKLoEzY|e9g@fQi`f0|nV`;YK{kofyPBko63x=6nwg!E!pvXv>6uJv@B
zzRyr$!$Dw*sdeU$ukrc(X8R|EH|SVXe0QR+id~Et#aHDY5}23v!=?XrlIbYKZUQJs
zI0uAuk|lwUgQq_oG0&cxc^ziiE
zS5Ohn{@(z^ULm7^a9pHYv!=4?&)dleZjHxL%2$RYg_Lr{X?k4HcK(JaVc1*?cA*yt
zZWO5Zg#DrIBTl|A75&ZGpmwAu=m@HxVx?#jssK+Qwr6FX)jN-?qlsRmcPQb(JWU9f
zc#=m)L8TU#@d|d%%$xj&1Pz`f5~stm;|iK(ZEe#dBO?_qUW^zVG`G!esG0AihHwb{
z;1&(1C!?UH44TZI_Ezjo$${6WticAtEOJ$;uYd*V3*!L!?$4Qu)f$?QP3Ms_lu2(4
z9BY0_*><&P=DA?s$R;03POQuAoB+wVl3HtY&4LC!ay#cGnsCp5VO)cASU(@GvrWJ3xj%$rDs6^Y-B&&h@T_f=-i#P@j<7(+Bv$p=aK@!n;N_xEs$VL=SfG}*xvc-p>
zq`?FrX*>V9l}Hi!p=;&mWM_&YKwVy}-}I021;
z@7fDes=%2JQ2-;}LN>AF#4^}#d79@pfbZrdxColTa4sIR7@v<699E@h+TZ0<9Exro
zLX4=SG$Q4H>>}yw$CQ=NI}6SLMe^|AkOI8&3}i1Yc`!Xa%~Qh#O%)dNuW-~(`_6NX
zSJv@M|Ek}uR~gtIJ0D*L_Q#%5ahAFCr|DmlB)QlL7jtHzmh;xE^Yii9b&-h9@BB~s
z5A;7Q;^}+8bJ{epLFLX(|N83=&Fk&|B%1#tJyQMdIwzd3wkNaxU|1PjSeb$Kj``dC
z^sj(G6aPGc=ble)yG|gg;!)ha{KB4yZPP2bx%2RU`OD{H;up1h+8-5v$c2QJ5)39n
z2Z@rrrj?2YJq@Zybq5(VW5x~c3i9=ZH}a1A^^Y3WXapJ6XkFGhMLA&{NR-NdBi$}&
z@g6N$8A&I7_n>_@_v(H=_1hbl`7o|L!C3U~KG=mHFS=huu2E*&!~M30wLQ2{Eo8xg
zrK}$w$o~4Fli2K=IQYgqUBd(kw0-rzMVv&meC00yyOrmxMFjgE4nPegtBL+Pbm{
z9#;J}dKF*o;XgMg{pvb>W{YaOoG#1b(nWa>X~MFL9edWvv_J;#!UAzzuXTgb1SOAa
z$xBAsFj6SvHvd`uIcnWo)A`ubYAJ|+erJ;9hXh^<6c!hHM7@ZzSt|H{oeKW{MR@Rk
zwUGbsiT9fUJOJn?ul@O9iE6yTO=g3tZyMC#%?Sq_QiU=FTYK7$ux!U06lwe5#mDO2
z_FG-|mhhjaZWh|&vkmMm&-_1&;W&SSRemu-527;Cc=ch!vllPEWG3Ba`}Ri&!$blc
zKttg!*`FY_vqV$qK+A@4)jYZNve
z+S`I>vn3lc&z7r@Dde6MgE!-%Fqu$pg0fvGd3*ZC6+x64gsh{g;Pzvx;(7fmt4d2*zq6plP{R1Qx2IAYURC*Rj?ok^Pe
zNq;sZzTfWDAs(mLH*dI!kRW~R*BxL4!)})O5JVC&<)~Sc3sLGx_ab^Lsmy<^7i`hI
zagxwx_$$$D9*uH}5p?++M?(2wC4T?z-PP&wUpc)V9v&p=6TKS(}=WE}=K9DgvCG{y*z9UwSyXS~|wbdC1tC+c563>SrPOw5<8f`S
zbp{K9C9Z19Cx8pbomppQf8e7f?FpZq^DIuRke1v`o*F|x5i^ic25WwXIRU>9ND|(&
z=dF#sF>&G`#>X7rN51NnlLZZrlz;b}&*b}9PH9}C(-z*aZ5vx^tz+pZP;X-|?XD6Lxu{4!`g>)
zYE7@&-@cc^XsGixam)JkKh%bIR$6?vl2p7OwQ2n}ZEN>N&Y>_#-5GZlF~Oh51BDAl
z!{ycYgMy2d(r?jx-Lmp|@sk^sg++y})_&8pE#Q(tu=g-Lmc-wKvcjf~Ll)Z-?M4j6
zI5MH>I~BrRQiDG>5%S;Phlqs;CajWq%
z?Gf*aHdMSey|3zc&DkjWgScE%OrxTzdSsx~*&KtQc+bK@amJw?@|HSDfxX{yot8cB
zoS2(iyhk}fBG&4lqLLES7EI3maLuoNXX_S0G5mYf+~boo_MfQ%RM~|txV$XfF>W+@
zHti_CZe;!YN!h8l+wX8h?hbN@4u11S?%=Q2fV_Ezky|YF*N^3i-lX3}4!gc}3)&=@
z<>mvb!E29?p8(9pF&1(#doddT=M!a=G<_kYMZiEy`qbde(bsdJEh(3>z&yHj@Tlr1
zX~CO(|4|(sAIkml_mchQe+9Px>vetQ-FF%}15(wy
zH^<3)ab%!)e(0a6oC7|yL6cD!eZ2zOlP_ldH{de#w;1@}aud){L)D;dQL@P|L96t@
z$B;(=I>~FH8Ik@$VjllM5K(%4_uPCzKFUhgurreL+1^-*h=#QcOs)7Crqj|R*`
zcx;w`bh-Sttc2^6t|Mq8s3#39qT?*jK-q!V2@G-88M;;eg89uL
z4Uk$pZU{*a&g=KX$Jyeu5N2>e47sp=N>!bWuHXbIFUm=3n8F
zk>Z+hRXwaHPE5em0M+LP(1E0)q9V#IocV`VHRdw8;pxkT4thxt<3Eo4XyB>Iom7d4
zjHDJc|FRI=6@MdJ)0J_2$&$@7qO0-;W}MNh0Kt0GrgyuS`#$a3_;{lmhnOLbe_>cy3C0CveVg
z2vwux+ZHcba=j;y>!|(G3)&C~?E16E6ciMg#rFF#&r!9v0+vmt21OzsBG2MELQuLm
z51)KyY}!vc(t3tbO`c_NIicXlsT82{{aOk`Ex$=!ID8RA9D&sjT19Ev^=8Yayai?4
zi)Pz?-MDbE!=F?^aE6GCw)X1=yY2(Tu5O*F0d=bi-Kov?J9f#CCV|6;597G_IFLZ+
zk;Hl!Hj+>X79Pl3B!1ySC24fRnL_8d_U!6`yn}}0QrJ9piRlkpI7V(`t|*Wladv|%
zgY-7wGzoHU9jVgf>}m7&Zfl`@~-5B2p9s$2|%Tva($gq31(wve#al#
z`5
zB4+z=a7RTRkKjJAWh)8+)v;;f1cbSYWkOt4OJ&LmDT
zLt+0df9vwC6=k~8<-uYbNfQf>FdKe)&OI2j(g|k_)#>;eoIf8%9trlAZ$N)xfTyIL
zxk}SM24Y^T{hB5R`5B&^dABHOQni2DJJ;7f`EDCC${PT%C~;$rP*I71iGUux_M}vf
zF4uB+uW`2CGMG2cS83Sz;W*xso{hddPPb&@($!<-T|cMcEGK#f2GRv5HaX#CH*()k
z%RI9lhZ6Y{s{&5c>PAyT1x}Xg%G81#0gb0v0c#8(DWZN!#DyJ5V))Aed^|)LVI(
zPkDsUrXThccL1B5_WJNUmYi=jp)~?H_ON@}>mzwd{s`41j=>
zMX=0)o?a4ZRaW*j3<6itwobMw5N{~_6Qo<}Id(Xs1gsLzm`PY5XQ+^N$hq16xk`9F
zJiNTZaGKS`RLG*_KCk}$`&~hE8FA-!!Sp4MBNePZv3PahOq)`)d^t$)S@zXkq!PQ(|EliH|FO>7HZG-Q
zD5*&(lqIH!CPYY0S469Z(xy@gZFEzX$fSjkqNYWQq~fBqDHR$mDuzZ#QXw^CnNnFt
z#q<6&&;5Em|H9*^X1Mq+pL09T<2+6=vd7F7ZzlT;3^K841Iu$uGAdG)Q*Jo_Z%ayFOuNA8MPKy>vd-Uw>fqsIR
zt6{v!5Q+)CJi*9fa7pme=+c#TTRgY>#%pIw?(u65JA%mn+
zmBf7*d>zB1hrC7TX91~e2!%UgZ%HTZT%q196@&wNpQ0>dB4;#uNZfb{2s{oJGSh{u
zPYwqU9H?U&&9C$3FF*g25x2Wxe@^%NH>c9lz6sPYgx1RBU@B8xV(eMWq=DWFjS3F3
z(5e%%57coUjKB+7+TfUC^opro#!Q^J2uF8?YF5WyFfjzJi4mDUliDZz<`rTQTz{`U
zuHnu#;t57uiuR^2lO9#$hA1nK+I{yFg3Bo3G%jmpws3~%NMOz4LPYVG6Bocwpi(uX
zy=vQS#7~kbxy7*7&Dy<|S4F&WwUallr0LN5z^2O)?WWk4=0j1?v|7&(LtcIoZ%Bwu
zL&5kbY5zPS^u$H{q8GuEiU}$sK%DttnRpJ+{RO=rmyIJhBs?um
zjYfJQejN=;`xFv1J_csn(tJgP%+b|#0}!VQ^e?@4u+H3{tuw2IM`FszT=Wd1?9#pi
z2AC1LqcK0Vv4;w-H&Jl*k1uq80qKO%Ny{i6xGK>o&w0Vp)v!s1(LOPw<-;`OYB)jn
z{Gs+l@7eR+-NsgQ0aQewMohvziowJ~{mrYKx~+!oS^<|rm2W~Mvt^uW92KcrrQ&e&
z<&0`P=s=<&xU!_AB$_fn1rsraDiehzp2l0{@j$nJwn7Bdmde0u_%?nEzTFr&A&R9G
zg!z>;wQZ@mJ~B@6`NUx30$yMgFu*XOy2b;bxs0+v)SWv&)m|tUUB}S(6*4&~Gr^5W%c=#?W@Ls$&6*1Pf;z~snVM~?HDF4S6%a6k0
zsWI9;o}4M$$hxCC%oe)CB|2)|-Et!m#>vX}sP~Pmpev0BbBKk3wfcG`y&PYH(+>%m+sd>@tV^YVj=a1j5nalm6
z-ZHknQ$>eh&Y{?n3JpPg`oF0>?l7)t5LN37$}?v
zSxks-ws344PXxU$9{<=%`>wGtW2__vghTWhF{0oHr70nrGF_Wq>+gqSCiXx)N3}1h
zwrUgXMES9qlc5~6&C=Awy$W@}s_w3K0a2lc5^QswpykA>CMJwb7}tra#A_@Z;zV$W-crze?h_nimEz>)>_4Tk>u_sTa3q2&>B^AOMF=8bgKd>Lv
z_XKBM(q>$7mYc&DQ@?8INEQCts`(usG4-_*Nad0vE8Ad+u8qQpZd;}U9N
zR~Zkpe}aDy{}4iG{Owl50%Mfa1w|?U;X^_C(6L9eZvlPBCUa?#Pw}*&DeOJ5-17dw
zz0V3o8gj}-Yx6uWbZv2);+sgR@%3ZOwoXVSQWx`1NtvE9Ne;Iw29HVPmeppiCERf^lD~Y}s=8|=
z=`3odA`cS+nj$N;e_(X<4=8vdyx;729VwPYAZIs&4E>@YFpIQBqggOp>0yd33qr`5
znOZS}MB;e{XE}z#28A|}==@7m)v9l4EbpUDgP
zQ}*VV6)I|w-N*~7KYv)3t?`t%pT_eR()TwTq^SoOugAuO&}+_;p-X+mezC23%6b=K
zoLyX!VZ?U4Ym!gS*1=1!Hf`WC(e`Z&sa9ZV<(S0ENjE1$pZ1
z?Bh}~&nwJMuoTyv2(YEl$`(tymTvucUx-zwAEN?J5zh;1cGb}RWbaTE8Acx|D&tra
zD4BwF_f52f%+(8Yxbth%wsg1-Z~yvB9IlYBpJkIumQ|nae64=&(;ayu4sT~4e2MoAy$@?lFJYKy4)~N7E_>8fc)v|(hJNw)>NVTbp<_K;28@zGhLWRhHm~3Q6
zj1=l=@%1WF7^bz?2#*-pRu9x=N^NwZ0syzHGe6xrP6yM=?ss4vJNI0xpEh
z`H!+9N!Rxo6^i=6f~1SwS#9XB7~>XV1j?H#I^Gf=rmgNw>b^
zvjZ~;Xe3tOlKvI3P*j&tCWL8z)3GGF2oklpYF3ZcRi^U|!4w6b4vrb4-hC&pv9;4S
z!m;CyrZjzdTS4ugJWDabFO&#Y-g>#AoF0o9%EqkO$$xl8Ssab2ph|Ez;AAr!t3avGuf#>ZSg2_qxRb^2aG1T7Md^q`aj*)`VjW>hr
zKShtdFzFSW4U!4I%Zl&gLzRUO6&g5V*j{k%p%Bm8wCS=Cn-rAOZ(|FvVy1TnI61W*
z%on5|SuifqcRI3{NpCKj7z1mzK%cZOes8eg#H37z_*YcDuLfERf^
zZoCn;=O2WyFU>>ugl@j3r%3ud@pN3D^zxwR6hIqqpE-GM*_Ta88z93g8@MDeGTKNb
zS|(;1*wQE@HmFtGvKQDts4AztYKs5Z(4K*P&4}e5xAdy7@3-Wvybvha=$GR3HRLJO
zDDjAGop}jD2}8uErhihMjm9ads~gsL1Qk(zw}{FFA~nJCgqR)@z!E^o@g{TGFJ}@H
ze}aV-$ndS$^hCtYyRPz?R8q)w*Ke-^VnSUd@d)fw`x{Gy^?b*hpBxt4vtU%t+q81g$QDDYgzS=nK`
zMncsFDFb(?N%H*rH%4=IHqR$75Hll!#6wnjv;J(nXd?2*y+A%hUFsU}c8L9_{$q~)
z?}zVQJ$=t_rosODN6;8>sjI~2&j*3%j?HNiKKRk03
zVqtO^W?oi6bA!&_h>#+qej1dmnil>S3%|dbqHZN~FlO1|LU%v)%C;It;Wbuo*|ceU
zT-@LdRXNd!7cyAh6J3FM?+TY2PnLL-4)~2NtNe`oa^~26*7Ml_vpXh6k#yU5Ti4bl
zS^i3pxbJYH_Z>K}BP+|wKOkV_=+WO1&;8ts>}+jcQ@Ki`nOo^A^gcQ>vLAbx+(BE+
zHonK`xGRC#uKfp2w6HjZ+kIG2a950}Tmw(QI&wn!Gbk7JkWsPNq(g?g8=0xo@ZpS)
z%=9QuloP5tzAOi1@zb2Pg45j#F*i!|JTRc0c#{=0^Dnv>Jj?XahLj$SeBcNR3snec
z12Cjrq`Ik(U2kk6guWyDxK0F*%FG+6c;^n
za~1SP9u^kf=U_W!xn(T6#54*XZXkW-9&;;(_U_ed1haLz2iEtihsKwP)AoCsrQI20
zRjm6u;zR=a_u*$fKLIJ&12DrOlzOQGR9^^gn=w2q!$>S)tzdo&1zaY8WyvkVXa9Vrx(S#d&Fg2}_NIM^pS!9kv6
zS^|Q8*F+638qK6cbN-w$GO!n?Cid4~M^V?luB+4M6(IccL*!7S`Od2(lCG9>HW9PW
z#W7*!NS506+t-&_0Y3}n;sAWrJ)|gm4;Y^8TFE|v%o{iC(GoJZv@9UjoS|HhNTt;V
zV5`TDAAc*-+$$R+?`vT-PEA#8jznl$+>OqtQ4XXfI_R8&G$G?RDaG+p{yMV)CK_EL
z_I0g9dHq+4n@3F{?UqQk#es1~L`Du4>n$kZR}pcv<}Gyofju}3fSj3x;QSbXi34B{
z$?F#`T$t#2G>u$HA|1WS^>)ZoSmc0R5{b0)Fm=ljbDu;mI5qef;?u*257(hQX!W~x
z8*}AzS*T!M2EIQ+v5Tm=10h&aVq(GCi@@8DR>iU{RLyzg`Ukp!FVL9O=e;X&Jj4$l
zLqm;0qc;qQ3|X^g%@MG@@Nfl$Iw5E{nNC@}^LM0xBGHS(g-Eo0}Q7|geN<|l2o!l79o0K*N@v@X1+ar@ev1>}ITz
zgad210(oa>pFVvmP=R`mB(C1kvyT|tIyCWt$oP#AL2Gz^t#!m44zf8isIZW-Z0aHeAAcx8(myZ!YXCbc(!d2sE4A8<>T$WkBO{*1c+GsLaKS)EVV3ua=b<)!9O48_Lkf_mPh-D
zQhAh6*eb6A7%o1}6O8Y04|Hb1!gTTq_
zH*a*X9N>ttNH)2ds5wWxg`W|@JYp1O7;P{kz8z(IdMkCE*1Uk1Rhd3h6?%ttpy*3$
z9&L9!5*VF=Lq>;yJowllO6}xY&?Q(NPHrTJq`$Ejd%D#wB?7|PoF+eX+N2sgt}0lPioCOc=$QqB>GJg
zlQg=3B(gnwPD_&ZCxWQ5Vx(8EUg6=T(?8`scrb$uqij<9-xb=N9-3=!n8=J}($)cZ
zK*!WH!`AIk-NGM?j1JMqnT5YXyrs;4J-`Tt_XUt&S!qAO-X6|2-Z^sm>Ls<@1J|j%
zKi|x|{r%F9pFYK+a-RJ8hsBllbLI@?B=Qs`(&w*W=Ie4sxyv(qvsvE2@bCg16s&wF
z9_RWV3UK9Icc4n-{ZG@Iv;zl@x|r-b+Q>+p7gZi^@UrV)jnPEj6Bic;{y0w};TBiZ
zhB1|`0CMy3^E-IEt2Ny#e*K$`v`?M@_Oo{{Gd%ped=`w4-n)12=*gGVjj#$5!;#2;
zc2qR$1-{TQTYC=;3nUdsYaJZlq(UqWnmTo=E?_pccYLBQAVgwG{VIfo8?3>J
zP~_A`?{W}paS*i^Rta)&K;9f^
zX`K?EweoHd`Wp_NI+j23gmSsXA4Hf`cmd&?HOUx`9>6=3w7p#sXI5Dp&8~r^ogVUjHf>vfte*+sN$pob`13@rc(tw)b2^^f0+1)-0n^X|Quk
zl6lvcskj62q>D;i`~~dfHSraht|^SF*Hl-_MBbNWrN)k3
zyR-}p6!62Lw{P1J=4$Hd!ZF|-yLZ=;vP=#MnI!mx%KmIW(4nd@_t5?5Ay;mwdx<2{@$*nd$r==x??|Zzji{O*a
z86~TJ%w1=8ni^ilYyNh+FH=1{^h5LIHoxsI_r3ZxBRgjO&J&{$B;K)OM>W^0Z)CKf
zaYsXIpm+(idGrkoBy=2PoZ1W--D*%PEG*nP``lfMNUpNx&p&se72t7nm*%!Fj)re8
zl+=r=fbgI-VZu;GQ!g$$|3|$qNWJ0*_QIroz7iTLv$dmU_v1h1M+Qo6cb28gI9;e(
zyH=49=k4u189>Mf4M*fCPBYDa*u--XyuW><{6qs1VTb#+*K!1A<8swQNjz~PTrJ5g
zdcczbOW9?!ivwJPTE&6~8_8-Bo&uAQmpM4(#4q_lg}k5ENsGH(Zb=i)pC4?!AuH@u
zpjanu9@wIP!8Q9k8B^t6r6#kSFaJ}k+1;1^0|FKP>;N0KZSk7rCTip0da%Pnj{fCc
zk&kUyN5|;m@?2SV7%NS7-YFJctblj=p{?!0e_ZFMI{PUr465@KB9T+t5s3VQT_dcZ
zkO5UZjI1eMXy1_|{bVwI>jx3odmv?w`dA;1*pB%4VPFzx9fk)525RZ+_a&Z4We*r;
z;+A)v_57o;RVI`!te90YOjw+q=#EwSfaqpSPfkr8Bc2O=xs{-YeH9dX%?c9C}iXlnqJ&!UK6&PO7U*78^fL!
z@2{PHL#)<8waNRqKKCvgJIb*CRTM}5fq}2ukDXbx+Og82vTKmF{Ixq41jgU6_tK1H
zPc`b8-l=7K(0%BE8||y8_<(n{|K!OS4#;crn}-h{PM$VRj;2NGpQ5emgDqX;mh=lUSk6>)_lM6fUl$Q^kczpKDFu+<_)Q#`a
zO}VtKJ48jHcjm2I$kP9maf3^3X(*GYAHXU3jjQ(|4oId=TR~YO{pqTq2+dO81<&f$?uhwrI)LzT+9PL=^)Rj!1j)V
zQPL3Y@xY;2dIAQ?tk&p$jOosBzI4&7Qh)k8&Go&Xw4_<(r|k!My}QnACDI2Ei;8R)
zEmA|`JOaBG61*x_{>HP9ng0U9C3Dbu0_}d`p|U>Qk@uRvg6}I08L|^AUV%jDhn5zJ
zyZb17I<2KpVowe8&@wU#nv=3@7hgVJvN5DNeqwi6co?uk#+D{Gpoy-32sBO-Ene@=JOHh-AAxOJgH
z#-;Q7tS`6fJ&4h?!`7T_22n+`(g)%}FD(7A@d{a*E!(M^w9L$u*__*xNxeN334d2!
zSENFbm7%}gW0={x$unmvgi4QS@SO0YL1x`L#Vg6wc91i!#I#f<`szp7YEw;k|M|Nr
z7{qXb`*z|3x&frfzu;N5EG>tj*s)-I_4+WC$*cWZMLlX`quD#G2dTaKTJnl^>)j1u
zT4k5gPpygQXCS=}^tqh}HBwhsj>@*~#f|a&y8TCvL{O=@p=^SqB0S}yv2KjKNO)gv
z{j5gH#o~J32A|)aYaB>^Jzb;X^zK;}iv9cFM_kDpHr7@+CjKm-`AAz%`q=f>=KfmS
zzjf-XNEA!c1}(NUR#9-t^d5;kO(f;mowBka0!v`!YZze1UGkZC+H6S3Te)kp^PqyZ
zI=fcKfNO@A`?RT9eYm6`-3TYF`t94DbQN(7=WMl}aojN-TL*{l&@3ltMdF6F_4NAC
z-nq}Ef1t4-8+tTAg{R48Q0pt*yX!phMz#`3FG2ipL(OOU?Ag0+-LeF4+YOSdpk~r{
zva=QWP8iAHa@sa^PtOkvy&2ZP5%79yDKkXTS<^giZ^Y=!c3JX?fdw8WZt&az4Y1wc
zkRG3l%cVrff|`U3gAG!3cHZ8`3cc_4v`bG-SDj~hW17=4t94Jq4O4voDpJq9c{7m^
zJo)WJ7jm25$lZI$*zFze_*q_2(ay(b9J^Q=dMR)_(|mnRI0Dr*HK(pEQ2c#8Z)>fN
zG&FyhcJJC%=_*zOtu=5dADWx*QdS$&Tq)B-OMN5>UE##idS8D4ypQaWn^aJuds+UP
zUy$jnFaQvO$y^tgaGs$XKpTjX>|E0k$>ohoY!B{jpqbQp)VZwOR!3^2Vlg+{-B?9L
z9vbHw^ic3#3$&}uj-IU{(HGzfSg1y4om`llv?*l6)9JuU`}ge&MN~+YST)VjQ3>yNLTk(Wm&1g9yF&{YqZ|qRPhg8ZN@vy0U-s9z&Bd}sYNtA*a(fonit`OvR;Ku@
zD=;W%C9Q$SpGw33{uMy&RhEUM7j?C{&+A@b%eyIZN9gM(7X|fLPS9khVC&Rc)wT&v
zRpSy90_RBnz;mfpuKUGz;X>65OKxn3v|mlI^q^LZE{`}dK{4Kxhmq*+h#-+VDFh6k
z{zCT_IKd5wRd^Ur&y?>3;lazwy<^1ImY5S06g0v$6v^AR(j
zXt~K%lxqv=#k9N?1ehr!&T)k3V
z@;K7&xapwb!=o6?RbgDu+s`k!Zqj;r$15-Y=vM2kD3P?JJ$o8sNrdLG^dWDwvwJWx
zOouQw75^zZ3GbV|(%WaWWc~4GO6#MDhH;fKZTtoA*Z2BCRY+-ACwY8}yI+peC70P+
zm!>qV(yf6c+v}zItCoR1*bt!&g(jT7%yRBrQ9)x;M|IC3R-gcV#X<*5_CPIrL-qR8
zx^)J?>2M^@_L($g6FbF74HE!>=XC2tATV|@Jp9CXz~i4zP6|f2ruTd=txh>ks#5V4
z)_)pwND=_nUeS5)8Sc3B
z*e}y0Eyn^%7itq&_-d6~vs_8ZdX0wP)4t@oN=lBwxvDPzeorDxD=fD54Il7+#
z4f}6jm)FkZWB-2bU%FB@GW>tP{#G0Oe?EQqxBq@X>sDSb<^O)7!c^SXzh4h8jN_92
h_v`=HpUCL$8LqyrKxKl1nV@6aPn#{d@YC|`{{zjaSg!y8

diff --git a/images/growcut_zoom_5x_best.png b/images/growcut_zoom_5x_best.png
index 8dbdf51053f9a19c41372259018e76888fa80512..aa3b8c0885f14f787b4c570d57384b62bea36668 100644
GIT binary patch
literal 40199
zcmeFZ2{e~o+&21GisnHjGL(cULNb#gsU&5}EQ+X1ndc@H38^R)mCR(ytcW6HmJA_7
z<}owp+Vwo&cg}mx_nmjG@0@kkS?jgd^HliX!@l?a{jO=>-e*qBuUpNynnIzhQ#dYr
zmO`OUqEMD;(5}RHth!kl@dvf_5d{@md^yt^dEwuyERLVIrcgE*kpHOONJm|!P4OCOh%)1}GvsO-tM
zYnetSJo=1x%C-(h{JgRHgg3{-?AKmSylc6$EnMBEpJw_9?&Lanb86f**S@7JC3M)K
z`}x?QL)dPw2(BAm|9pKqtT4e$+4Rqsvg(rpwtv5F7E^Eg_Xi9IIg}UuHO9FZ7Hjwtn8?f5qnem)iuGV?i}-FH26{A(U@ZFSFB-N@ytV(O~%CJ
z&9Rw}_vq`iN~^1@5B9xQ3SaLndjn^={7^5`Y6TtV>07a}JQ%)RkISlZo$S7ZOY24I
zsP^piWftFt@fH;orLe?rHm!@<>b?|a_-Zz$g5hX%bhL=uqQsqbJ6@|!y^O!^SEA7(
zs=AktuOvjs?8mQPt4^LgsiC1!P*%3atUj(Pc>ave_;CJG@jJ`TuP+to$d5`&XmAvY
z`~1A~si%k5-M@eTfS}+}&-Khnmup^gRutB7@85qrDvFbR^Qv_7wggpa#|aZmnSB~b
z&yRKLX4|fdJmz~NH&+r@UKOt;TvSq`-XtX|${-^nla!WrJ2;p@TU#5mz#}I|B0k-1
zew60Okt08T{-hQZ6m0zdJ<_Zp;fcV-)htrZv=j>~s}DI2;}pu`;v!?XlWOsO=6mk$
z6pH(i7hij$n(k_RW6+2R?;@8PEU;p~W~zH;rfAmnUpL~lGL}(r2(Ov(p2E7itpdSo
zd3kxK$IAH3F6vVBi@Y{*@$t!DxpF0FN&$~L+;RoVoig)GL;m7zA+!2|_wT7XOZ+@l
zxId;}{Z1B>g!A-94h{~nxvNd7tHkYwWY3)0$Z_h4`^m?=RFsD&_BcB`TlCfLwRdo6
zpKQ=8!TBFNc;HU8e5L+mUmfj+4K$S0tKYY+U%&pif?2
z%E}7wZsqy<>Lh*6Y+r1jn4R4ech6Re?O@Xi3gc)jR&aFSrmf5(78IwcA-S6?*VSGW
z3O*O49C>V)loSh|s{Pzx#xB}r=~uqpSVhONbN~KzSOGOz>3w4Bb{s1D_Te%*C_xOKsM`~}-xw#}P2TeN>z
z@#M)9vRcsgzB<;wJi8a){xLLkKPl;e(WOf<>O)0EMfxpSHoXmrtWvYRk*0ccLoL}O
zqoW?azUx|@#}$8eceCxBEt^M_%BeyKD27JeRqtZ*J}v7q@TU
z`M1;x3JS-SlssR(+T$+&ITpt${Pc-7F=uS`v(Qk>;a16K;&$s})f0y=tl-K@C7r41?S9goH+DWxP2I9EHzj}V
z8t=*tEIu6_7ciR*@mLy@4QcY`$4)XyI&Q(dJ|H9{cjU-2QWqM(eY?EJz)XOTyS24-
zBQ;h2{MfzvO7=~gs;rN)v#~{J+Wjb?Qr<{iRbH<6rL64Sl+?H#|I?i}r^7!tA7JT4ibJ
z=KcHk%Q-nYjefYjrf)2y;+LQFBG>90J2CB4zf@MLKkn)2xrb*r*m
zDj0{~xViSa%r!9QP?$Ptz^<@;=ta$3w
z!ETq~)?AEPgrA>Zaiu5M-3wQ)#Nj4HE|zYw`Boc!PEKZH(bezimvywFRql3mb@dJR
zdR;vZ)x~*38UI?@O01F;=4YRgK@$qV@Lj>T@@JS|!iw
z^3w9!eH0esa2K_UZ9jhKuibv&aAe%em(-Y;H($MarRGLYPk-u}$R;c^jcnWatQ_;U
zJj(Ort=Dj0z27tV&?Y_GT<6x^zI~hG{_x=zw7j9^l74!M(Y=*i%iPz{^AJ)kBTu%bnOA
zQy!IzKs~9Y70*O(0trp@)vc+ouh*QUqM~{t?ItB4C@56wF25>ns?CkH#E+Gf{I412
zdgRb2AMJbZv7Bb(_U&Y8n@&)<>$xp#rHpjk<5L??SQ5>+)>19H!Ov;r2bHet%th^d
zSLV^t(cY>^&#a-#-4i&Xr@y~{@ixJr)?BBfZ2l&x>gc_`#r1MOs=jIX?hrm^VDO?M
z{uY2#XVTi
zI6^PqwJtB=Ze-+c&GakLszW_JG`Eku;OG1G>sQ}ZpRCQnn0D`M`nOqGTN@Y}-rThN
zn0{Ajko{zxI=|7UjT3|4>7}HkOt8j%JLCS0h;b8@UqH@dUY#SraA|!^OiX7qHSg{a
zzV;j!O)-_?+xof7ic-+#wiGY84TC)U2Wv)%Jr}!@Y1vthMNjnwVlJnt~M51=xj;jnRYuf_n>y>SZ>EiWs(sm<$|ocvq*g^#bVftlGoEE}^r
z%->%*caoDWgKT07KZk$RGS9vJIgoQV56_yJnHf#*gXhkjqh7J1y;6GV7EXU_6OK;
zU#c>XjD)My8Pgu_{}OZ82J5}=ZAisQIZ}rlF*-e)GB$1oMy9I!9gZ0b9k8EjE^6rD{)?0m`XM*S%1sZb2l5?k=Vt{-L)7_
zyWv*3^XG%r<~%pBcKjavuBnwjQC?fC5_Ccqs)H6+_|cpL%)qvc4zeQ<-^WWW=58?(vf+YhvaAs%$t8$8>ae
zuLPh*^Y;zf#~qWg&e7i9fQ(P{1vB{b$xGr-1(aY1&3wj
z<@>LUAGGdkZ})inR$!nlUoSS-^wsyyaF4uD4DN|nn;$)T1W;S|CL41AFjn8x^e%?H
z!&kVqfG>YO!sd~x&Cj1d-?TkBUxn+UnB?hHgUDcnKVo{BIWtGAtTs0{=i0J*GFaK$
z+q-Wz$|WJJ%OP%mr2wCLqV8=VahZfC01h$h{_vYRkE%%dIE1BS(GDFsi>
z^Uin9IjDX6_N{NL$X1k(H3kL-6nB&tlX5u?jqL>Kp~b$yQq{F$7p7Xu@ZcI8^FM1riNOCbXS6ePDr#f5P`zxIi3oDdP#$x
zo9}vNu^(v-x;L@bu>eRJ#I#in(TF~!qO#@expT>;b=*cqMg^e58Rl)rfc?hC$H_P2
zkEV86iHh0u-NF<_Bk_MZ_WSppQyhh;e(Qjnaz;L^VRU(QcJHBU&0d5ZU>QvJ#U_3Q
z!NY~O1D!Nx+a(syNU}PQPz3}AZen8cX)p9FEG}LN3UDd0W{0T
zCZ?na7W*)at5`E`-h88|NS2+Q{W(UScK!N0J82uUYw`^Ofv-K!M$2LdaU4&%d)qEE?PJ-v(f!RE
zE`Wy*;BElega_WF*E~-4l$H1Fn4212s2fM%LKaxC##^H7#wc(?sts*WcfaHLqq|{mx}BG)vF&duKZY?Oyah2T>i(4Ku9mAO1mxQh?socsm%NM-e&Kg-cx$Y-_x&te6(N7
zG-%C@ohR5g167CW5mr5DCKiR>bK&~+)J9B?s^(_xD_@^`kiYYbiD?=;=`^TVf;oVk
z*wmvLdPD!Y%P^fNy)=K0oRid6avC77hh<$C08u}x#;SRvuQ3k#F^RH;goNCMN^(J0
zH>}>CM?GN+*Z|E27VY@{*r8D%*$WUtOw7&sN{s}PF)SBAq+cyy+7=lU-tjIE5uziw
z8Y`!&rA6o2p{pVG6TQkd*?O)sa%#CP8xVD4OLKFPLLi4XMo+UdK`Z0*
zK=rG8T!Ei!E05Y>v3h}$ZjFzNtF7z=GL%!^^6|-&?V*)DHLiDp7EaX~>8fBw>}K4t
z;~vmvbiE5{!tyt`>VHVDAs}85q@M|T&OMBGoL;_eTYIe*Kybmsz2_bT1l#~$?-gfa
z%LQRS9LS;gV|X~xa@%$S{_hwQVYJR4O)p08YU0^5XWUWyms7wfqr=Mg9qQBMj44gjhWxC{wrCB&+U-m2x`b_r^Fug-dpj97qj
zzW?xH8E~nH?Z6YYY$fT1Es~BC?$BT$ENEt2^BwIh>6g$~-y%1eNtBRKal3kl2Yj10
zUDis!!T_SokDBr23IB4#lKXO)Cj=7!?HFJU&#q6_1+F*%D9m-Me>hzOQExp#J^)w*{6b`26WG32*bfnU%O;
zz-#sV+cfqQk6ztgL(e85!34-hs?_3m_|i_u8HJu35^FMdvc(Ml9%{L_=j5ZESRAP5
zw^g|1o*ue-!0P95AY=vr&Dr&2C40Tm)n8WT&Lri$9V1l`u;=6fn?4napPErF3N%0_
zksNsjpF+YR__yY@qWxf61BF70J&s3!yws>q(0;9SBGOC`We?XTe$NB#!C;P7hz}FQ
z+?Vb$JMkV0pMPkmPN%R5?)lGG-IkOMD~)i-1BVXP+iy*cj^0Z|4|KZDzPeb|-&d<&
zdW$)%prog#Z$ETp`(`>iAzkZ)dwpBm3AuUnAD>tFLac!L5mlz^f>_9*t1+qx+}XB+nn5lL^YbwSTKpb1oyF@8
zn$@3L$o2H3L3^daoc84h*46H`CmoNGQS)-#-$TpV7yv2QclruXFt4nm;z(M1+`wSh
zDMiJ!((*4~YA1vCa&yNh>t$-+2VjYO^M*EmX;EBiY2KPl-=)Qcq|{XB*YDb5HeD>bj&{uQ+?^+^HJ7
z?P(G3-fh3_M*krq
z>lDXPOUq<6G#&q}y!6=2Afzkqz{9l
z9aM|iT(@E|^yt#9XU~`pzBQ-LOkq+>SDRfQrS|0flNa7*3rf>JTPkk;jG^Ys8Ck}}
z%sk1wUb5R^?pt)Cw6LP~(*om{-Ij-X1S@v$67X0`9u+M<+Pv;KrnAkpvTQtZipiCk
z*z!CIY5A`epLRebWHfArz8qZw82jgoU|EKZ&`O?3I&GU8ZfoFL8q8>;P;|1cN2i+O
zDo5sq^N((ki_b$@KaBMjX1{=me4KsBg}u3@MHvhY%Sust5vGbtCw4XjeNy-uJiSH8WK)3KfVef3K7yG@WrZ>Vsu
z7%{nbRz}97K26xXb?vLOs{nIs&I36;9Iq+{C
zyu)?(4A+*vJjfJs`K}8G0KJG_44Gg4KGS=&$ttwjobd|rzI2fOClU?<+xT>Sz`w5d
z*RRvcxF)Bm$><8bjrPV!rQ-dt+qZ7@ic?28a*os;cJVx{!Z$k16cJU^nxC6@bZ3m+
zwDr-+RdgCFFAX-OJrOe7<~rR@1JN}C)qHxUC%g&*ip>t0ji~|hxBw`u(-3Hqt-4NZ
z*|zNiaSj?1ZpX&PX6fA9w*LS$fq|B6dP_@7`{|Kgr2f69Vb$;c60Av+A}=TR9>7)4
zWpe8UL&K`qiaXFbS#}@udGp=-z=8RTH{Nu^5Ofrq7x(P_b)B~N`S3=sKIX;dGcI_b
z9{fT=A0y=MC7D!3ocNA$G>Q9kHaR`LSh&skCK|)*>O8AVCTLvIwh}jX>Z5r-;Ws>%
zHV13rZ=L1fNIISf<{V{XB3ZQ*6A{7oOxlS>;MLmKuV2ru?{N!pSZ*zn-Vs{{ZO+SU
z?Fu@Lm%=?2p|SPfH+g$a7@X|e#*s{Z;o}=2|
zGR#?*En9ZLxPl3_LB6eBrK~yAnt+FwFJC@~_4TJW<2rgX3#qp;#KCcKW}XsyD0jle
z^Xy(TL9<(atK7QTAIXmW{P+O){wUB}_%E?LJH^F!#A~K~z<_R~qdRw5TxR3q`!_M$
zfQ=y7>_T5B#$gOG`2I12)BINL6VL$YJF{)?F0w8=IOI0}WJ9UgXaQmZn{`N(R$vvHhRXTNFOvA-A%!
zxteKP{kGZlN288xsqeE-F|JIg8(r(qb(e8zP6UDg8rFQ^E>*3I{AFEMpSs4}L>T`R
zhlnL+iK5UqVVU-$Y;p1Nu+sbk10$6mhll$?vVPy#xE;3T*Ec6mpFRdd=gQTq2A3|a
zg#3!R~@sh|_ArlFznVGvx|QyJc1DsIQ{
zAh`42EWnU9{4}TytSEgq9zUjMJZM5eiv#e~&bC!F{^B=2K3<55N}+&4GxDqF@ZoGi
zJu#UxsGI!PnnloesJCs~21`W-5|q1q__x%{H9vZLX#wS~_kN|qabpgKO;6iT&&?G!
zH8BEW4Svrkfk$%Y?Af#NbMRB~7324A*}XSmmbSLVc5N=6VCF=$A=ZhHj}L`H$8o9v
zdLm@6gB4|GxwfEwVR*J5G}$;XIOrb~beq7iy?a+dS410D$&miPGq;LV>b@y$?Vn#*
z@W*5)mMgdn(H-k-(7aXe2mAYbxGv1L1Db)S9>aXKgyR;cm9ZYmNn@^)aF$K~Ynz4M
zUK0oz>)yYAKQc8{l9<1EH{5l06%@WtU%uS(_Eu1>@r4uB*x0y}pMO(g-Yhr#!ia>}
zif_iybBMGFYZyYeH}JlG;hl9rHAOfhzw5kxbGF?E9F}YEUKwX+i8~uuiLm+tk_)3D
zG}-kaekfHd?yP5CZDwW$JZA_c2A=N*%(Pdo+x|}IFiz+=47AEyUYy~&e(hY~XCol{
ztl2rJ4$Q-ObG&May1wUAF16PvNy}+#Gm**+D4>rc^`(RAVvu{krEtQ2|C(fQ)J6xt
z^5Me=QUIJ6XL=~^0RfxWGK+1&od9N|&~AUR>7o3d8>&UNs_Jb`2xb5h;{c`kkHiG)6Ybd
zcLR+BZXI%$kIm}S1YSt8AHCrF)_=GB2bhfjFePwe52|^<>0JX#AgiYK=vX-B?_uts
z4y?$AYztR0^PLh0BTb~X?czFBvt!aiZS{-QHt!ph=1|3D-500}p
zzP-2xHdtI0ucRdN+2}2xR$_tj|3_*5znKbB-`CYeKw)C0Y}~l?t
z$3hdX-Y$PCOhZA7ueW;H)RcM|_rPfKP=S3j34y>yg1%DS*ZJeebAN3f5Li6Sfq{Wq
zo-P*S3m0w>tYtdz7w+7-v1(t0;}=vzW^r3tM@O-y40AuwX|uG?u2T?0}9>@eAO(bHwJWGl7Wpv8AfX>PAgT6M
z+K*07#mIh#m2v?7-ibujy7NYVPdv#0S-j3rSy`Fby`iDZ_gSUyS4z#DiuDZ&+RFGJ
zL}$v9;xvfSt0qg8Q|T%%d0tE$RPhc2#psO#y2?71-Q(MrCm|sbHZ2O8k1t6-0Fjs|
z%=KH~M1|$$>%ckX!G-y;w3sC9&qRi1WC#zn=H3hBR8lk3hGslZ9D3K{HxK+0|8wh-Z^i1i3=@
zLP7zbIb@RN=6q3&G*zf%15IfsBb^uLXQ0tl^_d$QE~mV^{_AYoa0B8U@IDD%JY?P)
zr<`%QhU4X{S1<6rUbuN_C2^}Vwbwtt#NUt}eJ&~ju4HGi?>Y16I4)sf`jY$1HAnw>
zAU1x`HU24N+%6~Ee!Ra~m1%8EDL`Ygm>Ik1Jo=HI=zNstm_Hg2)mxp0C4CTGL9xcI
zIJ0csdi&F-<3uOm;-ZD&XAd`wS10Qh{GNh_2716w3go%FsH_(X+^H}Q?0K_&JO~>w
z%gM=!*z|27R3DJYM*Dvzl_r_DN%_ttB_$p9W08CSE$ZvnGdL$%xG3elP_JH%(*deu
z4jaOyB#i}6-Lm@&!=Q3#wQ7%?d`gM?14V~XKbhj~%j
zHERk{@is9t`_{*6?LKf|BeEz3;G~wL9deLpFEqcigxZl1X#ckhOn3t>*{_&dGr@f0
zbQ<&HowPwLsl2qyG}BCP1F?33?H#^wf$hf4o1=+t3nwF6pav!xSF(_6BBIkvg+K}k
z?xDlKFAd`HfAr`MbV3a+t-`;-l@i1^go=MPrSZU~+=P+FYW?x`#Zl7RpsbI4<_tGU
zT}Mk>fU6~Nk;FX6yeF$Gk++hNZ9?r|P5~K=J*5x-U>7W>@t(>O
zD7MKibG8tm+KJ;4cRuAuUtf%nahlDW%(OHiOt7`Lk9fe+{n^uVbR)G7izFjP)H%jX
zwJz`Ns9L<{ZF)WDO@Q$4aikY2+<<58y}cMB+FN(-)K9nm9jw0PGI3WjX{ycn*n8A`PxRj;eCAM4$AX4
zNwgahq}WyCa2c_DJS?}
z+mYk{{6zNu)10JWy&XkXbuTaPF?f1;g>N4E`)`7PGRb@_4MM5RMr!RG`(({Q#7U}R
zRCx#@<>%+OVPdWm2KOWF`^1U6c}JrkK|S5Ib0-C6(|Z_;6U={aw2nfjVUz@*YdPI$
zu;t;FUh#(~f}cJqENh9a573BG3NL=F=jx4&f_9!W1J*4`fMsWk>pBez;Sql*D*73m
zu#5JCbajt{X~-!jwNtvazFGE%`ZQg9g2~hGbz>$c0IxrD<}4*zd-XZNLaimx8anS!V~A8KmO#VP^>foW^=G|cI7+>HQx
z{!1$uJ9Z7pIz9>w^+n&qZ4j0$7N|}kuJp^7?D1m=t`NARrly9XArG#&5vvfe&9uZ~
zY0>3WsMuDtWKZZmpo>Yc6dpc)+%WBm@aESPVnFFo4AJFxx;HDHNnzIzvEzD3mXu;_97qcU3Iae1=EO2)rU1EG~`^dXq
zehgHOicNG05C&K*A27(ts7k)JI}TlOmt}ho_sZt}Ic@E=X#GUt>lgI#^YhHlmnPIJ
z@blL^7bnC75BH3-`5%Wu?gvS{BR-=QWo|j#_++SrzP5Hl%`*1(B2W%jgRKz1%*)p|
zenKh`%HWnQ)LL3vPlAKrfBd)tYYZW{8q=px-=Tu1nz!jL_}C3JZi1Lj)U=9GKnQP$
z1$20rcaRH&bd+|1gFL^8+1orxUK9I3WT6Sk9zRYC7^8Rbdr4(}h^RFOiNT-)qf;Oc
zNhpkoYN%)w;U6_6w5@mi_hnVF2o*%@XVN
zLt!Bm1#a6N0IQD9&SZey?FF|
zudb=#hig0VErka2x|*>cbsYqOX5aq(Bs>CI3&5$N6aMt+8eGDYkdOZ6p&Ra!^T0HO9}(t;ilg$l5-K0m
zpLpd{MDPj`Hop&Rr|`=u>+d~qTqqP!gCblp6qV(;Pts$Vcrdw0gc#}~+rE8kA*_9L
z8qTHR!?d^I
zsc-2F(E5?nVZ$w=>DPLR;s#0g=m~dA;PtzIzus{@MIRAvgsJkx_+tdD
zyHBANZ94b*)cfjJC+oU~bEjBxa&yy)|ELiWvmOZ1O$;k&f{OrSt$So`su8@Lt&Ey*Ya=-fs?U;SMga-g&q<8)l6=vZ&J7ZDL5x*pNn8v|6U
z;Jc4v>Y~Xg8%GeWQ0VS20^)$kJg{yIu`qjUqBb~A^iuKg#4`FWm(Wa3Ln&b2v!@*_
zoY8wD1@XC<3fC;Pi*-Ue<39%meDGX4@etnG4Tq_HcpZVV`5e|zuH)p5w6ruem&1oC
zP|p0md^u$k3^ql0C}gLj(JC=>@z90gLT`tmoOKocB3Lm>a8zOreD<`)Lp);^I+SRMctgOQP
zG4+j9;cox+%Nsi^2#FzHD;ft0CBt%$(@2h}UY=vdXnpmK=_0RQo(~)aZaNL6*?q|I
zt8fdImiRE-^pl#UMXN0!F^nHoclVKS50mKG76dlwDHf>WU!DplR*PH@9i4nRQyXNl
zoMPB1@0R;8C@8uNdn#@s#Kg7bF1I0}S_njtX@ndQn$vS!4WXal)xfl}%D13b+OIdA
zbNJIP*$Ut9za{I~-QT~4qG=xDw7D*Zqi$PKNpxwf=EBREY=`mJ6|*RTwOkx1Y_Q<5
z(}NB+N)hpb5w0e39Dq#R@28vc7k+C^erKqusUc|@Tf)+liC}*A=S;<`T6fK<3E5-
zfa%Wz2Q-zcAq>dRZzcksVyax6*A&i5zza&IAB-ghMfVSu$vB4-vB{wU6b
z_F>W1bzQu8ar(#24Lk3$!M!f$)Rjhg#|kEDX7RTp^nAK1tXVqD5UddTd#>hi`SM<<
zC#2#U@1pWsZ?gnpOj$+cWu3eY%VTcKNGk+yJeu(&U)?lKl0?B(*>(_->vbZ{4L&G?s-)^~tFq
zNg9N^3nqTmq|Ks~#P*Di9&JXhC1U&m(wg{+VYOem&7TUhtOzLtsJhr?{JKKT4vvWsUl;YDns9+ZW
zW)Xt~GF$#!g*zD`JHjfUP{h_tZrQSh2qoCpg5Nld=8o~a1pv~Hi~UE(s2iL^R(!Yo
zeSHuj5|cvMfNYNeDPzFXEk=%$-(k!MZczcc8qBXkx5aVRoWei?J&h2;;5XtQ
z%dsxN|FL1@m>IR^Pv99?kujzWz?^_~2&FhK|}>{b~&n${|p(
zVGj`5?L#OEM!@tVJs1&CX`E)-YQ#iF;AvoD`6F_HFdx2oqUZZo1ciL?(F-$UU0nP3
zf5dXCi!J9y_5V+)EsHPf&!Fc3&TnL3ScMjdnn5;gZD5foz#Ox{W5IwEfI>L{oQVv|
z4@B2W!rd0VfysAra?&i#RJx4-AoM%0ms*%OM{sS~W4;n7zdt%VZ$h`;4b>c3`m<@_
z|J0Fvgjn+MR=a3qx94@8{lysvcmUi;yjxwD$vV@e59S62
z9wZyHXU_`2*W<`c!Mi};F@q>`Ece2xu1-JcJ7=Sd(Aq6We#n4s8Y1yS_(WCe<#R-$
zf`N*t?NRU?C|;h>0wa;P7NeuTu~WrCHxTSDe`&#-q=ZoEi+~=eC`h{A0Z4Y2H|BMj
zZui7Vi(*t`zryC-r<=1Kzmh26kp^xHyM0BQ^Y}Vs3Q6J`=_fc=PdanDI$Ws*mP3eAR{P0$>Z($nvNXJQvqqUCfB=pc~~83ZrsgUB6M
zRFs1c!teC^3igr7^;m;>kWu>bOq3+d{ygvQ?mIZ$b6g-g1^KEwcjHaJPPc634**el
z5DSuHiWhV;txiB@#M6)Yn2dsq&YihaUlhNzcMYvT{tuBZ#{CiuTq+qeAvea;CJ&P+(kaS#1k7@4pAfWbV~Qn_2P>8
zIg&m-=NJ7~mvUaSYg5%Z$LdV2zu!?2C);x!Pe1_T;^FC>+4A?>MA`aN>hQn+)!nOP
z<0qtuy$B`9zATmwBpQ#`+6~AeyvCrRn-y=6o~Iz!b~;qd0P;2Vh_%tpaR(8D{YTr<
zqA=Eedso+OEZ+|Z1h%{ezJ&21iIkKjKmjqdP!Ewjm4}AF9BT%$n|XUnZHC{TZVLX{2$!Kom}P7{5fe6e3sa=7r$b$Nimt2NmH!NM;oK@ex8$t;nI
zf?`U%a(!%S(a3j|q>wEdBChiySn^RrbHBfvcY<@so;tOb#PlH!oB0fa)1cnf{~las
z|FDQHLLQNBi=}oK4H1okQ2ChYjZs!io)e
zYTq&d4Eug=rNHkete=!9fC9>4-p6L(I4EPPlmhUdv_4s7S+w61Cr*UT{-XeUd4+Am
z6#0n0
zRphM^+3R{Ai@%-hmL;_ZJ=3&}{-2dqmGXl@W97@Fq%%G5%dzjPZ?+U^Zb_RqBpNo5
zpvc*?0mWLhTB#-;kOE9onSo}BbB58s%sg=VpKDT~N7!?xK=92PC;or40Be!`)a-(C
z+Be%YlnwsnjBT4_{}GaG(?#2_Ub(Vy+qOFhOCuVv4gsau)Io%b4B)USZ$q>jn@~A*
zkG~`ESKWA#Ki^%h8k3?}S>W`rAy28ng#{$SQvAzoHg{5e8kQGe6qf0J(I`*
zC8-%BMn=Z;;O|gu(f)*^`81Mt(ra7DR7i|}X}(^gSl&1OkzVgq0MqraGUXvOI9HN5
zwZ;mo`t!zk@cT2n9%(U}fyhS3#GJqbah&W6`q`qimKg8n)YTh|hIW|e_+xK+c5*sa
zPqRZ$sOVs7O*OcA@$AtJk`FPcMzEMNp`Y0`RwB%s9v!cpDIh)leuDtCHzuo3yY^@4
z;4?`L&%La~eC
zXWraUS&~5^W68sZ53w*_e$K&pjGz;c!(wN97$n$B(5hgxpN7WvU1aFhW8G3UY13xef+!RUHgBPSa+J3Fh>cM-4!t^NzI?+Ws1t(@g+
z@TdC`I(;hqdB$YfKKwyht>{jEeE7vGyvKt=;W|jQjr@6=qX1$#<@r}?4f4+|A(a36
z@c&;2Ebc~he0=#-0u{5pJcJG?Xz<|{S^U^4c@ohXe}Ifb3@J#w
zk?J5iT0~ca1?W6-ll2SCZb4|7wG9pCDVL5OJ<83)V_mdK{w1g+!vX!nuJfI&!~SM}
zCfn9!aW_PVbH=S8v>U?)4wiCp#J*PRvCo`6*bUtBD+g2bnN{iDU~#)^ytxzAnA4Y#
zBw>(pwuf%tDneGD4*3Dr)=wV2nG*@wLs?9gMVm6GJMN8VxXopJk8|n@Qon>eGlQs=
z(Y2h>Vp0&Wzt|Q6Oh!o}Gp4P+Q&YO_@_9dKkrLpPW!T;Hw2UubLP6kK^E>PolE$Wm
zrpsPJZj1BSA;b=vU&&zn%%7b>((yWi`+_!owarK!Cxv)a+K$yX)N{+s(PF=4Y(SF8XpHq@dtH}gfYJE+<0VjMHg3ljLS1v%U;dBt5nC%qGzWyt~&vhcQ
ze28=feWgwMTR(y6oK;gxS9CFhSg!k>#~R|`!yVV&?P8tzB+pnF9dE{hf}WkmLGCoH
z1MTT8W)fT~*Qbui95MP0gLRZ&tIYiwaB{5Ky7D5brDE&lx&T*vfbx3_m72$OXd>u0
z-)qfGP4WA`GTUYzSr$@TpQzJzqGd!E*M9u``ERxvT}XIxD^z1jONvd^Ynhh=H&~Nl
z!v^x^p%4h*t?{k_Kkw|g);Q#pN$%Tjaz_;(y06(;t;M3TX8x}GYJFZ)H|#JP(6Yxc
z7mQ#^DfanE{?-UEg5n_lOdKRzV&-SyWfPOeOV=PUoYU29eVGS#t8MXqh3NPfLF*bt
z;lZSESOh;ad&10YrOE9(-KE4Ht`O^w19jY!(QI|nFg`u~kgBRG*6VS+G9w^o&f5c<
zah>tNL%z6Re}EO(p>RE7a)A&>1*1Z3HL;)@G~9Y$cnV-g1I#c9>=m3_KPS2{QB#AS
zjFu3YT#xpMp46RGxW0_PgegTnVF$TU<14%NJwV>^67Y1ez{L{?<%J?XX9Tyx0W0mS
zs%o9cH7qyM&Y&y%W0y8&NY2`rLupoLdR1qLII48$RTj$53G-Jn)dbKfd~whoco
z7KAy;A&IU3J6V^eO9I&;l9yh5tn+BtxkvmPUO{soTh-=&a!P;R?I#hyy3i{R8^U3O
zD>p8$U@nvrOA^+BWXWZ;*lNYZ#tH&KG$W?TaOjFg=M!|*s~;l&7kcoX&q58_f$)yH
zu<5=69&HHr^pXNV+NkdAD)NvH?kV7Yf@U5CSs9y@#hFkA>VA61#b?5&OZEKt@S?#CsNbnTMF{7;WZo%fSXX2LI~25
z_hZ4UeJZJFn7%f}lNvWbPpy&N4ix(ZQdJ6887b8#TwGiNJ249tKrgLle?|46+?2~p
zjrptfZNZ21+c*nM?;u3kkcl_RjJqvXE-By*1p;_**gDKj>RC0U$b$zDzRb!JBWjl`
z5Ld(S$^>SY4W{RX$g-s&$@<&9_&2$f(0gUrSU-cFyfYmQxCV<
zD7VrmsmbW#;T?>ORvq4)-M8pYf7%=MEC4=m59zNww&d57hUxUv3UusRf_5FfbI=vL
zDCZ?c3YO1w3+D%e4e?>S+-GDQw33hFm)%{$_utwNxw#bYM93JO1M(M_XSPv!eJVJB
z{ZDTmURoTEuVcaQ7P!8r)7bwNNxjIF|6mog^>R;k}t8!b9ndv3?k7?7Uy
z&nH{lW^2L^ImrLPujP2U9(1Qgb`b_Nl)tn{0JYxq2YM(P0qoHU2^E~uGoPP9R*Y}n
zL#{PX(Y@{nF5o2MH0jZH_-)~4i=#Z(3Gz;I8(klFiHO6oUkJRhm!{JfD)f|^c!Axl
z`=PTmb%`QVZJL0r9zci_pDlSCUeeOr+er+I3vEl1z+B}GdB4-v?l`nBd~qU55MC4k
zGru45
z!2ZtTPus|oPZ$5aoOSx}X^GLIW}60`nE_*IND>kQe=Y)Ku3QCSzU>rDZF_m
zWPa>%{ujW9aO6Y;6{?|VI!{EhmUBvtdLtr$aVXydH_QJ&=x6I<$`-1&5*viCIHMwPc
zse?ZM6ChYkzT48nM~}L_cHeItazse*IPN@s&ZdOf?qGiwxlCL2@AcR8^&qppC8NJ?
z-8u%b>n6aMVOd#O>;z(secJ731et7RaVkH*%q+~V)giM#A$!bkY1;1>giwsM6~V1!
zoh6sBWEVP2PEL{~K89yu1RL}hIw88PKZL2C$NBRY?@Nq*Do#cOyBu%v8uM0iW<#HY
zkM;Sqli1uq3IV~w(W)vc17kv@e5Kx^#IE2_40(wD+?~JJpI?n<%H%xqUh#f75OTTW
z*<
zrp6HRNkccxMQj5hlk8@75C&xBL$AO9f80aPHL!PC+_pD~iAn%ScJ|JYaW1#zE$}90
z0H#8!h$5)9@93Si3IP&W=Hj8^STtA3H$FqpBe-k8iq*{&hZFtbzPuU+DbWs~N-teY
zB=h&HHV%)C8E0Hk7OqWcU^hBpD8l_Z%2=@{fCdju#skDUT}}Mb;*Z$-Gy4wj%->CB
z*2rLV0|r-OW9oQtr85W8`&WKDl1t7m6i?Fp0jT(e3}F6Tc77Rl3k9%azl9?yGS2;4
zZKZE7mW`P&{Wj0eX@%XEF;}Gazem0;{u^9+kIq1psDFvn={slik23YVv7oEE1M6{$
zBw<>dLNI*h)HR4e+K#_o5eX)Mz2}+r>42X%S?BeyWe=tkVv(Jr3kU6-mR7c6E@a2i
z>DDLTnE*x02pTg>$mB@O{jG^@dzppFk9BO%1D`a#JY+l2h&ZyX-vrow!CYk`>$J@y
z$;OGoPyZb$r+tOzIR+0%3WMq9I`_TpbzUBT;KXMI&d`U;*NZ$qZwBOZ)h@OTbRfVe
z%0T&K_n`&@Pv%GL4oDx`W(}rowh~nAi|0O)ZE(L=
z9T#`%;>E7@B`T__LJn+Zv8b4r01|@XQJt=|1Yqh0$XiIsg$Brh-Z?X_xE%L7AlK?q
zx6Eyn-YvPjhCDLLzFURM47rH7zR;^EUpoJ1&a
z?mfzS;_~HRhdL`nI(^i7$uiYn+KKT4UGIjRQ4TvIG%DQHG21X?eD5uChASt5XOM)e
z3{;W|#)BV7R@z0N#PhvWYHK9$LXO~rm(KzbB&Pk_RrxHtpLM>A()|d3_ZB>E2cGMMuqU}~1gyj3
z*|9YH`suZ%c9B2IUcnGSd(iS5oA#4~4NOsM>>p|0;Px&}i~PHB*uh(z{N;A{s<=xc
z9bUT$VrrZ376y{l>6}6X{qEDE$+vfJa@|J!+Vd3v7#7WzC9jYG2HEj#TN2eOA=+V*
z6Zr`WLif^Q+tO14>S$Pfjpq&UX4SX7Ai
zyabiZo>0})Y-$=LXBnt*Ufq68r2Q5hnRhyj@G{;$&i?Z>^H(L=7J^^OBy#x!3Yp0;Zp|OZ!&i!fU
zkO`z0NB!*PX2~-NIq9x?099ExA%Ag};2)GxC2aUQjRZ1TP~xHLdV1lY3wsFig3=y>
z{5;;VD@J5=>|c560~6|6cSYz^beUI3X+T@})}Dnbe32AjxP64&ox(b@#v5mh;nh3+
zbR_d=kqN4l1gdGUu(@tRW_O4)T4KctdhG`^EcQEL*xLiVrPgE;^$^0F0A5S>$0@!7rW#x@q~7Mq5yfRntRv6)#Anqf1turts=
zg0TS?rODM#TNoEnP(hot+6dn8WyD}$s(#fl13`eVAC6q55nj9@9_j?ur`t!c!X$38
zw`wg@*Zy%7ojZ>9;=^~kxJRPe_7lz
zg2y3#*5HY8Oo9@!D}*`rMTb@}!)HE3zCpmU0}NN&*l;||pOLH!CMk1&R@^x_6mRiv
zUS#jCo@>)|0$%-H+8i41fNnWZ^#|>S#9lQME?8=OXK4s8FkdkjUBkD;4q1##89hV3
z(B9sb@t#Dfd0LBil|BWmJCse2OFJH*Cq2@?&&lF^VAE_`zgF~)RvujJFSw(oW@Z`D
z4YjogS=x43+oeMs%ueb413|9(;*&|)fFF-tch3q%?{~Z4F!aPqp2w!h>HW43%i#HZ
zA4<=G@3}{TASLzgp)2Kxu(|jptfCAwn)U0Jne|_(qM=Nm3oGD$favPQ(TO7yjp|rzQeNrxe)jVaE1XO)YjDr10l@uEoWlPvHQ4F+MFmn3{^k_iceN
zTvE8fPpUM`OiVsumRUC%cy>K8y#FnE_$ZEvIrnH7?R&}@!WrV5b;ga&DPUYGma=bZJN^E~&x&N_cQYdvSJZEYHU
zzwht+{d}&^b-l0m^?pkc23+~RbI$ki{!T%shLPs~6PTdMk=m
z5&(LPupz5rruI*^+Y02?p0O|)W@aMd{ZXhuCP^%D-MNe1HoP@6c7XF8&M}vN#MREy
zbH7&R!gVHW=s%Eo(-*vgT_d%Y6)3A~(F7j!D$>2m{5u{~H>}=Z8-3x$qS~8xU1DnP
z8vEbxekef8BdYqm%I+?UT%B9ytamU3TJ3b4c=xBDly&_C?|Rkj>l^JVt#GL*Xr|&>V8{2DZ6G(_ik0Y?xl2_aCwCf(QMQt&xSYEb-t$5H966t
z)^X{%MVmJCnRen{<4FdO?gT0|8hdKZ-?;!F4#O7wBH`sfAP#gigAKFi*G(&T61vouc=fGL
zyuGUMN^d#{wjUi2est;{ch{%8_TZD|&K28yJ!ht1
zUdauuoArAASswTz{K@7cUwixW4J)^dXvfa-y?6iIo&JBYO&ig+tVNkixv$mC>ycM~
zX42eepj$<|w3k--D?XinfBZ(sD1(}h(*}KbG+MuStCya7mlqzZlH50~`WpoKxl6si
zS$>gSJcb0HI(yp0YmH;dJC6-64=V4jGmDip)p_xS|2%K|@9bU++^ncNPy8Q=mi8pu
z=rql!1vUX%$gaE}<m#^gx8v3*P@==?zQ_E`!1+w&BfNuSc`7k6+YLG$M02p
zT%#S!B8WZadev%eBmU<4a(h(g88xR1)6>&0{j3in?lzcLtf$uU!=C!Cs#(uhm-HOG
z!qPUH%TU~Z^Iu#zeg1s@{P{xr#P$V{uvpXkC_2#=v_9~jvT86w7b&9~tL-EFEkjtD
zq@chtxi;UU)(Z6H4-uFF*{LgORkw!&Cp`5}%1lYkU({TE>o?qN(^|zj>#DTB)%M>Kq3Ul&dEAHfBl
zJbn7EbmEsmq53$GhULc_gKYmJnC5Zud<$NFi4%wEvZtqJOU88kMiemF`6%a4;6De`
z>$0R@ou>-SCv<^z0#Y*eeqSCDgxY+ttb2|*`vsGW7~ZtOQyN~5~
zyAKbPT6g%@qQ>rl%UkuQNlVcEZ9}~4IQrfIT~k)C{y4Y{%sc6AzrfhChibkb(@#E`
z>RJr!AgrN<>+b8haK+LQR`aXL`_CK(
z?F&D$(Iz}UtMFfmS{}8bytcw@A}?+gxM2?Hw*LaVm}8N17A%n6HH#SoDjZ{fiDmz|
zV|+kMfS+##(>#W;pj%yZuc<3mz5&zeE2@6WXa}3TuRAGNM`MHUqXi8b+fskoL-P?_
z!p)ZQME_e^Tlx=uu`U3X7M|I?MX4ip;ih0`F&_zI+WWQ}!BHaR?0hml_kKj#0a
zHkN~(#Zu
z&UIROx~p8v5siP`IrbG7kvXkwtiE@;WJyF)+ys-r8~!Q0qX81n<5m3C3F1eKV*VM1ek8XeYqG
z9^bt@QecN%ynki;_U+KDq*peP#({7rs$oIerRn`VK)l!~Z1-ym5z+31ETs?_r7I!_
zHGW7=!_LzM2tVvFNgxykrF4O6=3n2qLBLzc!$Ue%rO%x94ubeJ6B84`XoTw`y^Dc1
z=_giaT>pCKw?R}VjP4B_lI?7{vEox8xZH3O>la~}=Ii6!b2HDrs#m=3<&X&1m&4`H
zqfMVWmv^Vgcd7o8EYuMR)|KVaae>YHU(skaqQtPJL3IfS_{#8g2#WngLLjUBtoLXR
zSW&7=uZs@YpoZY^um}PSCUk+$LEr;AWMd_>(9M93JCE1Zmb|Qcp6Oj
zHco{a1_18l|{3A05qBdBm(~Q!#b#$2AouZ?a!sf1TaCe}zdT|9nvEkfT-itt$V4
z`O@B~!FenQLF(-es$5{)$mUsPgPIc0<>s1r_d07@qBf}uiU7=r3GIv
z+f@~jQ2XTDy{e6lstvcS`>x8^;QVXO_7|&!s_6bbzRUY~3ec%z1=-7L%gy-8NcwUP
zx3jOBy6zy8L#b*XBDz+z^Q60}QuM#G%c@J_VV9vYY#i{PCJu*bdinl6dFVqgWaZR^e|0cAZwn{aVzTiT~XUicS-Uy&T&u5!FnCAX9fTn)8
z%Cz0?>3PQ5T%YIlW3=Q#LZS}kdO&Y^f9mwPJFPsv$I}S35`OuQ%(x@)PeSbPNjsK{
z%mb3PX&&Lf47fo!p}b_!GKl6vM>u!A{5ey!&WFAUk{$DA=Wkz03*Sq(SBemi$^#z8
z#PdVD1i_1rtNHkn>C^d9HnWAKiYI`ybU)WfV?$Bv{Vz=IZ!P;O$~&|1T)5BQ=m7rY
zZ`@SZy18Xe1igPkz_FhVkIglAU}1RVBk%m+A(N0jx~y0F>_nf(cQMqTFAuw9J7t_-
z93+rEZ~3&pZ_dW^{IX03xW)|6ii77C>y-6dgLx(Dm2ZL8j~$cj_4y_HX170O{qRW)
z`n1J>$oH-E$+UbjJCo;^-73~i%0@$>u3lo*B9`#mx#0NJ9sy7?dIU{uUUgBB^`3$2
zX9!coTqUk-k-Q`jc7=mega_1qUstc|x7R$3P!r-5)zSedky_8*AILL!3b~P&2^=+h
zHhn8fo}=f^^=BYu&5e?6+IcgBe#{akF@<&U7hBJovFKMxe_uLH`@&)dA!o~x
z3%1zb*s-84^TmtN7s^IG|B)|HmB^1&-e2P$Kw7$7mKXe&KkF)Jto09S>^R=Dp~teK
zKf>0y6)k`UyUHD6kk+&EH4i*afmXuVSiR{~;k4wZ85t{(w9qGZtb?lj&USH?nT#)+W&(c-A#BjY5drj0--jF2
ztd!M3v-{^Ya<6_CeR7~Jt}9z?MFJZ`3sVx}k!~)JH1F5E3n7tUd7V6eK4--$p1fsn
z6@_$2YKN0&E4cZyYuS*)gffLP!=KulUN@_Zg=!%uw*apcZuxQhF6LxiH80;SoeqY{
zQphB#>Y|+T?Pt#}s=H}WrP}gautrMXty4m`Z24x`d&$mst5Ws4-|xGB%;Pg>5>)$`
z^bL2I_}I1P)cStk4(=SHvwupuk&>y>=yuA@TaW(hK}mIOZuGAjHrWoI8?)<5Hm-i~
z%r)rS^P)3lBW&A*DJumt&q}wk(e%YFeRl3FdF|E30%oenv)#LQuLNe5B}MnVNQ-S(
z8d>)9t=`qMdw0=BU>wvW>}`eXxy}zX(rluppMJVWtBHzlBY&-~j0tmxlE_4Mb6aIz
zmbqz>SeGHtg>mkIRzVR4zCjx0(YPR-jrF_tON$oUCLJ4tgtzC9E*oMZ*M%QEsDdz5
zCkQeq&$l9O_yQj9s9-QwG?i%0GShd9k~)IUeR1~n&fwl-QPKo3P)`eAR{X_(g8enJ
zB+;B>W>radYJ;49^A30&Dk><@>uqb)0A&-VZ^TBa1xB5fM057=Le}>
z#6LAOMYl&ZMuF%X)~~;HLiNc`t^=GJwSu8-y}o+Ut*v<4X&Iwn#eXMGo!T-!Z1n2Y
z{Tx4M`@%!GnUT@K(b3VFHbDs{8e>jB-FYD$c_@V;aycTWC;ACwMv0v3=tB8^hO%Mm
zu|7%t>hPj~?P2RbtA^OFSg{?7t|-f=+_`fbHoy`Ki+ZhEwGugeBo2SQwSoHvLe!cG
zWgPJ2wjnjyafI^#1Ul_WNnI~D>0~>VLe3stg1txg-`$G$<3e+D6kZz!uROCZ+VMFg
zN^uZiYFPv2JE#!M@7|PmVCaOq8^LUZHLr8$-re;`^avCzcc$hsZSTAZjWY$}0CU#}kTAT(I
zH~&SbYuvboe7G(}`74U;+_jzeO!$$l?aWif7^of^MBdonDIvLpw$@l~`nkn%ej>4W
z{CFeQU%ZIKAT@NYEMo!fQtbqNbo!PoS)yQUm_nfqVj>Dp{MF{opZ}Vod*zHcos5?+
z_1#V`b<^y*N>8N)1ba9LPI&#Uada@R&66(`P_V8Yk
zjdXxaa#P_mP}>ke6=zHV$OLZEh*Eb}>z8!ol8mcDol;?aH445Fkd~1#=S=6O>HBx{
zi@5+QiLCQOyY|s-xeWDmzjtqnzt#>~q>~w!UXQB#V{6@Zs;X1?IW&28c#FtmIz#CP
z2U)cw@cT~<@1_~beWDfJ7AHaDmz^atjcBX9QWw$aox6AUWC9W?m)T)&kt^xUeEr<@
zIDp!Z=-=ND353-9_kB6yCNbujj-c5j6O;Dm=U=i`o^NJ0xQ~aC5udI5wlSlTF3{2p
zEiGNor)bx?^Ka);vjY70?K2`Mg>><##)X1p7bA*@h&>d5CX}>o&SS244AkWjaZe?X
zN@2g2apeXRWp1?!JKwdp-##9>TfcX(TK^ddTA)O6dH
zO>S-lK!3i^9g#oMLP3SK6k1qlqp4|z5}C2T5qqX91ku*YreII0&z}9o{E@e}(RB=_
zj1gy9U;X{dgt~?iak}c86KnlHMg4h}aC&lO;~zb0
zjXm2?`!@|}8@q^MtLO(a`#277#E}F>MIzf>b!QthHXR>JYL17gNfiB
zD?9N5C>f4pGlwOHV^AYf1IWxQx)&JLaaiCvQ+?Z^v&Vjl`iA1hn2?*4FG}eqn@^oR
zn<&=BjEjHCCV7zkh=8{^sfzpuY7}J5qV#&=?AdKdHHh8<$}6q89yw1%8$#?$spT~^
zt6^n6veu2bcyTMHspz?k`|Ik9&&0J!@ur$`d_u&vFDsm_*l_)&Q3K?t3C`XHZy8r!
zyLPQep$=GaucKCv9y{|ho;~Y?>55zh45`Rvscn!iy7k~eOE8i@N4gG1++&HgwKrN9
zZy9jsJ<*XBQM!Z;OkiWh@Mu~7ElOui)Y40Lt#etrJK$RF(yD(et5z~2&
zuzV+wN=7(+UZitS3&|rfh($3m7v(8bmqeU{4{7n3wMTW{
zME~Cj*&?)&d4BPlS)X3Me7OX{5QL{%D{C3wM)wEJdM~)UD%|A8)1z08;YQ0%(bUio
zL4^+)XFH1oIQl}Wk~QR4Q$dRgj3`+l7l9z2A=3g8oa?k(8f@IS5lh@{US5q^nMgJ(
zXc6yXtL=4|
zUx*MIfoac?BP|u*;Vjv69FT-}l*h@zCvF}hQpl2o*1x;7%A)y|ibg}ezE^X)NMIE4
zDZYg`9BD3D*cig5&g$p7RP#*@UtMU%=f1M3a-c|~5rK2L>q#U7q6)?at*5{a%5?VZ
zhM45sH%~jEP^h{X8;zc&@H9KSeQNkttkbyhlKr7hrBGlaW;$n1k3V+rDH8sfp4pLY
zkp??uImWK5Fo?0ggqjlz*vDwE>Zbhn?=4vKWKjtsFO0STa+kTV1mlVSC3M6@Wz(=`
zOEjVRcVs9&tZark0~R&&q7%q?sHa1_c5B=ZRZ(I}>yd2;7$xQ9Nwfo}&zY0)VUUO!
zvAHbLoRieUUCXxg-hXF&vk9=1ycHE3T_UlF6fDx9Y3COkKx1o(a#nzI9PkGY340J5
z@e;}9n2=#L~)
zFbm(D0;;`_S7A|67=IJfI^>@e!Iv-p5pB1^BPG76I;-@v%7~7gI}d51E-Ic#%DrL4
zmpIfO)gT_NkNL>X*>_nQBHrlX;UOXn;+1sS?v?mBaFshUE32x)&@e$w{mnH)b1&bi
z;cdebhQ7Y5-q5A-#o>4Fi(J>z`0YzcZGHWsIhu(2W4TaWl@{b{qMa?i+31;oBi<&|
zexc-f!(teZ=N}sX!8~dGCQX};K^ueqtoDNfWNPsO?9pvKHgv&h)-v_oYjgcycr_FRKm^v1QV+Eg&@3k3`?q(CzEwTBY)eipI)2g0E8lkYcy-?H1E@
z8CrVS3EQs*<#PU;DqLEJd_^vLfqaC^Gp&kEHA7ve*4e`E9xI8wcupc6%bEU~O0}^<
z77HLuN7Ol>vg{%adxO*=(kiEVH6uhHyLL@g?0Bf6(AoE7+H!7n91n~DDGFIsBwIz5
z@zg2tn@xlcg}t&j`ecd?sd<#7^UTa{WB!S56M@K!Wj?FVe(MoRH<_K4)!wjKhb5FA
zSW@Xz(GbD!)IP4YF2RxGtKqG!Q^RAeN;E3m>z6&z{-k=+m6Axrz|j}}4uHQ6M+;bP
zEvb}6l<~xA&#N0v!k_FoVjr^zcH~HfM)&U9+FmaX2^juSG)rN4Y4V^*2SSTGcI=qT
z$=eFQwcd9;Uph)AiO_I@KD$t%fMGC}2Q==lfC;5{jJwB-D$0uNmTnW(arW|6tC}N&
zkI#iq(cQf6JrI>vN`I=)@sLcW??*bcD(8k8kmP1|IkBkw9c9bilc;Wy@WCiUQy31Y
zlC<`TTzqA%5+_&!f;md*yLTOMdQ{9cAmhiA6MZ+NR6;nb4c%fNlB^J$O*+hpMo1cU
zJQ&%E^u*p&$#PC8yiLmt&D9#DKeaM6|7*Wi6Pm~teFi9paCC}CI~jMt%Hmx$+Cw)d
znlV|>RODh2bQwi*$H2c5x7g}ns!Tu1z^6uBUC
ziL__L+=`Wp&P6kPN<>KK2Fi-|{gAnB_v^3SKv;&@y);C}2NcHWVKmz(DoT&yCDNnL
zog~;2ja+nll?l&YwA7n&{}i4iWVexzhp#MZ#uR2^w1svY7Me3ke<&GZc7$Zv7kDS+
zMD@@?TjM`;MR7&-U%Bl53IvB-js_P$$W=OV$lY}Q{N6__D^*dSvgi}byH7fHn?y!T
zViEm)0~!%}jbd%H_gb`|?6q6mtwKG-*}P5pbT>SSv5QGy_muEiU-MbTjt_c&Yjt%$
zv@`mqV#T;vmY;B9iFK={W@&l%2cD5X|e^NsO
z1A}E&R-${`AsGcDkye$&3(!b!;`pTiqD@m_wZY8r&G
zdeawshan0v1V4tXw4OtXf(P#G2N^BGh~C`eAAkg5W$LIoZk3+&t^@
z>IKwv-oIZsyhnZLS`AM6LuXu)v+DBp_E&zG)$J0w7iBQ~&51a{NnPl8mu$V1&qm&&
z?#78_G%LE==xWkq5Q6MK+#3eYzoCIt`X0
zTFu?q9ACeD34#9NW4_GWI~&Ww8GZJrlTuHbHZ3l{65PIkv$hmGYwwO7OUGr2MoL4@5LIE%6|to%7%nY-6b~_7cO5u
zjv+xBJ7UKPySd%b86W15=k5HNG367mxk}~Cv}CVo8T(t4z!}Yo>t;27ey4_w8wZ>|
z{hRXBOdS>9?aXD5L(b!kDuL(d^j_EjjSD>&P?waDK#`1Sn6|wBO48nR#5$WcY0}l$
zACHWgZ^~G5?YeZyvCdpjd3D#wReUNf%wGo%84}L>&tN-(O_?FsRZvtUrN6hgH7l)M
z>(&~MZTC5)RMSvMC0{HyI}{Kw78E!*I2di~$hJ!sEmFs`RchxQ-U;8_s0aZ$Lt$?#
zo0>oS!GUZ{o$ufv57#Wxq9M{d{=`Bz`Xs)e;;vmgOu9UQd;}j5ty5>tZ2CQ?gXIQ!
zV!)9-jQvl*&*7~NOj#!waL;6FJmuD{%>?+~g9Zg0K79BC*<{<#BM}$_Vt9VhYWGki
z^G$$rP+@(XXGR9zl{)>)s=H-(m^34Kzmu8@ECHYHYiX(0O#&
zvS0UIGCSMLiFQ#Kwx&-waJxKnN~padA^oVJI;1BXAcv*a!T`EJH2=Tr5#X|B5vS7wOD!TIn9KJ0#`ze?#-fR%tgPoUYTA(z#>nJq?VmJ`R9dj53sF(shYT4K
znfR5YI_2?Wf2JI!iQHW$6%~I@KhdrRXL*@(%|-5ZN>b8x(dK5rHiS&~=USsfB3Kv@
zeTU5Z4{O`}KK70&hWaVL
zgkY!UDQ#DpsXbVv&tukwUvUJ#9tmYIonS0cjQ<@p@Nf_KQRJR(Q&#`FU!?2n1|4ko
zlGCHuIo-%8!MskpZa`9Ua=@fxp@b1-<-O$B_XCGVn`*>z7R#EZKQKu(z_nHoOcrc7
zM}HeK+iDs|J-}F$gHtl^rlxW_w@iaw;!#oC$u;ZK5Ss+ngE%{Ap6c90#0W*BA;I;j
zjb4k613bY=yZfP8a&T6k_CokDN_XBj9_v(!lmJq1H;4pGaQtbr?uoV_>!ybJFp^MQGmIx{ARKS_gd%&yhzq~AqN&4e9dk?!>}V(T5zhSPn1B!J=qNEz8g
z9Yl3(68fvNIJb<--ihg4DM8K0w8Y^Iqn3_5qBh-p-o52G>1OQTYv8~OX0tv8KkU88JLlusTc#%~H+a}qT+!9?v
zn<$k&`$hLvMA=G8OB2NB5(iQG{-gVr)Y20OMO5a)tJoo)KVtF#
z*#RcoX9BIh8R?X5VA<*rrzc>Y06EB}E`={4uoQ49;Rn21zW7NOOLUN7WVE
z9k5ri3e~~w;qNM`L~xM-W}UtUzYudUV$vgg!~t{kuG+0g;JiAckm)a@&VUAC
z4i9wA*|#qNqeQ0ApJ0K@nF&ti+;TWr#9wB0pN8*
zW}Kc7KFS?pPo>(HipMLK=5PM8LnKl#BOujCTPvJ3(B~2@T!pXGmVtu@Z)dH0UTsKg
z`FugIy8Vljmv0+6wNax++|WciGSt!u!$Jhj;2{vGB@G7Qtasw{f-z&qCJx$&ITY89
zM@Pto3(}YogjmZM*7cToDdsGIJ9nBAQRF7#Y!dRM0Oe*eS-J)_I@B$Ln1M7wUFxQ;
zyG9067b%@s5I47fD*#Sb1?x7Mm^K{`70!PM9-Y(D(y~wwg?#=yH)dzn#B)A0u6(Fy
zq?DHB05Zjs+5*rOa`mbTQn$_p#||WvUB7-^vVCV)*ZL=3yzX?u*7iqLl}~1B+1tR_
zrgxSHMtb=!7;q->YkB#2%)sbIwN&_aXh5b{yzCoeRKa{UkUh$#_ANYO21?V4dIVy;
z2-r&P7P_=8898M4U}R_%g-$0JIjS#JRI_G2Jt~epDKJ`oYji!=!z6O!9*xA%7T`C8
zEKv+Jp=a;pO!(<4B}F*`B#%st{Ohky7}4zs3etA;^xs-U5;)Pn
z0U4#jkQjnBU)K(gR$mD_jtDU&bE0Ml^~Su5D_Q`{?BsBl#*?9W7^YWCML3yRK?PAM
z()Io;-Ir>9cU1_Z&DFJx+dTA$r)pWCr~zV%>pViTDR~uCBRx6V$VR3#Xw|r-s`Yv|
zeP=NhN{B?lxEo=Cio@x;l}*IO6Pq4>U7U2Jfy>*&;%P&D^Je}&ttRC8)O-RIp|&r&
z;5=Tzj#(X`%YqO9hYCy|xhED)TJMR)y8R3)peT)|W5^UzQbLCunxEzxpi*GZH2?3~~3yda&X|>+}!a#x9;XmZKGJ29FgodGwe*F3gu?Dd(~<|N&$wirj*W|
zGbc1S*l<-dbyk}oOK`hUdySkpUT;;(ls^YZZ&P~MUS3`k>)~1Lt=8
      hW=m0|Zc
z>$=WRUzVQ2bEY)h0V&K9Eh5?4V#v+Pea)?xc00i~7n^}#yUhFG+Y+Bx=oYh=e
zva}aDrMIyzaHf&3@FSLFw<2V%q#!A@o%Kha>qaz^4sB|rX`_3p(C+%iT_anzpgPr^
z5TE;+Jj{2CmsIB5Eh=+ppSAXxx#A8Wg)i{L;lMyqsrK|#;9Fp#b&oajDSd6byMb5E
zM7*DPZWFfSbp5$(MO*Zj?OI29V2%a$+K8@8D8wc~8f1ND3M{3%n;0+|=%
z(4CI0bbBCjYXD9l%KJu@1?hXdQ@t|dzAl9m;upE}UvNg>`rNJh)9x9bV3F7(5}}l=pP#g|wf$}U_4=*9Opo`A
z-#*kd@nAQ*hLIiaB8E>pa}4JRtH_ImDe;y?k50Ra!nZ3SjBRHL0FkymKw>CHa;@X3?5=={QAT-jy-VvJol
z#UO-8>`m_6=>0(7@lSf0HcZ#sHMFDEeMIqhjZ~EmBwpBLg(Xmxy@yf$slvgtNDrZN
zi2KC=sKz~AVt45^`+D`dzt%0HDBfd2!%a%1JF@`-39(ec9@rWfXdaMRPq;8-
zlACgzw-N_-`mgmv9FN{vfvP^E$H{(s}^_&*rb*W0Xsp2FV
zqsYqzf4Y``sbx}aANBR=-U!o68wv>cW=hJ38~OWw4SnwrUu(xZ?$Rkgno^VuJh&9t
znuzu2$rIbh#ut{xH$n|lF>PeoKI{BfG1=Od9_`z_vh{FCG8<4iA(qF4sRI4swy_s=
z%I8KS!!Owc&`^b%o@T(WGw1edXYp#NUFm>E3xQvGoHr3Hk+t-4kh6I0{-Q4aj5Jr)
z>RWIP;S`MZ32a{EP7sQm9(K|qc5I$=dYg~W-M4YZN$P{9F40NKT72(@Th&if_~%hR
zPBs?B({gh+^YwtxIj4b}l_+S?Jt{EHX=!=C-n6dEc16bh*;vitLC4s*;lBpm$kcrv
z`|(<8N6TF`ovyj7TAFS%dp{@Vr}{`E)y=U4yjHhrv9a!wjjZ))he
R0m7~|9yitK+?XX>{ue@+1JM8g

literal 40283
zcmeFZ2RPU5|2O;<(lk;jv!PTfl~H6=s8ka9+B22xl|38MLR3UX(XdBWwo-(U%#e|g
zmA%9BI(1#g^MCH=xc~oW-p_G7$L+X&zarnyI6vq4e!tfFxpVI9iPbCES5PRF)p93g
zlqeLsBnoAT+OnniiFFqbJN}@vIVPvP3|}tGF5brX%Pmi;+fXP>`s9B!QBtpsD3nbU
zIhmu%4k7*D9krCl=cR_~H*U~-P)nnAj*ecYd^P=185*|x2i`PqTATcSB*5gk+Fk>V
zw~vFL*X}70S{0ahC6Jd*`CRF?=gq>h&8kN(u~iH*xeEqbEv56kJd_va%i!xgZQAWB
zX>-nTa@xgb)7^+=TmJo$*j8mrk@@#aSbxdA+y8uxv9qfE`|}s|PYVA1#FpG5y7eso
zeDw%#Px|)*ClmKyll}J-PTtFR|NDurCTH~i{eYj2!T&tP|EmKPRdwp*Ne`JV@7~>D
zu;nUU5V|9?#NFLp+pFr?kB*MbekUJ1c<`+6obuhfcfZ7`3*Pkd>JwYLWlO};;>E|>
zBXjmFBk!8!cz9tk?p9X&C1-wZUBxZFAuKFxoKw4_qr02oj*QZPs=B)R4IN$Pn@hR!
z)4M7{SKg7i?m9bB8{HZv;k?Q3U@#?bWMSx9{G4-RN^%}V^tF`e9y8S->4FK(EhhpeCN`oOBYNxc`Msic6@m*
z-99kj-Btc{p^&Av|GRzb#~jDeea;i6rr)!u_3g|oEW#TW=i*5|8AavU)~pHbTqj{p
zPR=ihy7@DV@l|W+Xi^L->ufhTwHt-S2G6LgsTI6`|3m$lF*7c3gV@y_bqU({$^r!<
zsj(_qjCXF|jyh_&ax)8yA}xz73x0m0*oSNL!;&vCRQ{ZW`Pm&ic6dZaZVd?uscBS|
zFfg2*7#JEIz47wpHeUaQd0Xvs=RAJ>x{_+q%6%YcmHbnYk8SU6B%9RlO-nu-F1Z?`
zm6WtEZDb|e-l+6Pmo8q6s+A9yX-_VfZ{Q2`^{oh#c+__Vmt{^Wjd+r>wsi~>ng$qjz4Gm>v
zWuHHLb|i8j+@SC=^Vunwgy$TU6|q288JroZd;==r&
zX-g}sYiG9KNJ$aQo9T^p3Sy&d5H?=Bi=Ur`hex-=bq(guWi3*>YL3j0C%Ws8_tqw5
zWE4*gcWi!qD%rMAg;U&tnTbd8rk|f*og2qN^A8gPO)P8I-dxVQz3s=xdlZj9e_W=f
zrrLg%JRBMu`_Pw|@1vPvzIo@)BRaNx7*-`8({rp^8hp&_h
zNB*k;4{G0^xj98lu+Fl;NSw%FyjGQJ`#sw}(MpF#57U(LY<<3xjLgkl8x?EwTxXM<
zC(VV7zRFNl0!69p5>7&ESXtZK+B`B^-8imq(i`n6f3i=1$$yjl)gu;ZQmG9!mR|i|T&;&k}mMX&tUyI-2Fnmy;D79v&X^dw4&$dlCK7BaV)u
zOBp$D=j4d5;u2f?^5x5uXU=@UV;L$F$Zv~H%zN**^#t?UwR8ps2E5z0wa-nqdd0`b
zA77KccQoSXz`*LG%tM$B#(&OWl1UttK~;^hN2Oq;Kg#^Qx%tEO>r1GP>gqua85X*V
z%yd;HC35i!T3R7HmR-MsQAc4izQ1wf#+@s!Z^|33IBeW$SQ)l%&z?Q9INyFgz7tf*
z%bz#kgTt7sF>e$jkKaj8Proqv`@5{Jt}b;NqbhqxW((tneMhJ&8XCLA#Ki8dxg&$+
zTywj-^fAA2>&ok!W@cwiLVbsZEXi>&n`7RDgmB{T`?qX4W)dDeH9dXj`lj3U3EHvL
z+5Udhs^(^`)RYv~%5bT~U5R}m^HUwZ5u27>@a2~H@c#WVs-wRC^M({d1#+}v9(QGq
z)68__?iY5S-4(+h?yyEgM@Kj0INA)8f6q%F(b#&zN0~q0vi*8Ps?qtX
zPoGYjwb&1~?7^7LOie}2x!jJ}QB+)f4>y5_ulQI#RE)Zo?r3wCZER86=;-Lj($Z74
zlQvzSS#TZ;^7ZRiV7eG4ifL2&YBm9#5B!Na*D)82K74y~sf>NF
zL+-UTV(R*V9o^QAez;-x&9GRe$c8Y;|X%+`em
z*?LYx<1UZe6b)*BTAm1H13P<6*O8K{Di&70voctKZd2_H)akqH_$icDx7qljOeJ)m
zUyW(8b%oRNXU+(f?%uP#-F7EVDy!4b22K}xN8t^jQ{jr^HeSutkXbljodwZLt7@+RMVFI!mnN_#O%40Au;
zt`HVyRgNn6>{3~P!@}Go3kDv?@ODEhEWAd`kaV?2iBj-6NDyV$Lqk`!o+z>4urfK_(s^
zo>Y_igbFJWI(~kBZ@~eN6LKy0*aRX@_;Rz`PE1Vf5D+LH@2jthkX=c!4G)a@X)Q`=
z1JKYg*o(;H?AZpEvWyQ?OdZWG2E4EguJY@aawMX^_7JfN58h-B9ty@XS$?pc5GK70EhthNk
zzkEq566#SqOmK4Y{_EGT57q0slhePyxm>}P%dFC=b|i-3
zK`R<1PIqp{+FBpJWlOll9VqBz4h{~RBqX?iiwaPxsIi%i85X{xHeFY=H%}?V^a#>D
zv${;J%^Df8rmAaqzl=d0qDru^RE^&LI}<&uXDcy=!o9n8?Xv8y2sNHHo~2iwUil_{
zn9_#!X*}=<9ri(ZIGFUwwBL`
zd6jkZbS>{WSKPVdk0*oq3zBZrooq74k8jzv>r~{tQCH2^uWL|0Wo2bOkIw=@{Q%fu
z*UZ0K-q4`-_{h%PyKAB0RIA5*L
z%EB_Y^`9B?`}c2VSr)WFcH8{9iKlgRC*_-)n>Rfyc@P>JpYAU!H=Tae-rhdVx>F^o
zrbhY2>({ZNR%Dv|neGl(%XiD|osG%K&84B_{~0+Qe<2mq`Q_gy_&qsq
z9vRoCMLE)xZl(y33=U!(ubXvsC%`dTJs*mSjLk-cYFAEEm8HIk=$%%j?7R4hVDJlo&@sHK
zRNutUy|uAydv$Vda~-yedW>$*lbM;xKKEGjS?V^4uoswB%(9Ao8x@}(v^cJ;yf*7<
z&-K+DB1g7V%~yuL4m#i2`vUZ*mS&1V5bQ?5%M?nB%V@b+Yh_AlNr_^7L3D3jye6n1
zg>s)=_>{q3KqJe}(seGwAK8A@M6&|2(Ss&@4i;V+6cl88w;c=kiKJ^*V_gOMlHSL=
z>tZrhf)89;L1`PvXjO^78XJ?8bk24u2ZbQgZQHi74?K#^jxoQdY+f1PXEUBU*L&Wq
zs}oJGeuu!09R)qrud8BJ1=0d(KpiC%9F{`UP^A6Ulp(NX>(=4&gRRfbzdq|QkXFA5
z6u_)WL`_pO5{0#PyGjfz%E{Q+)i|xpHC~Kd*Tchk%v7%~XXv_yE*=)fOYh6GqsvyW{)n>Tt&{8Y{KX48
zK83IkzrSbKRt!$J-C%kU9DKK}O^>wCy1KeUmTeSkYwNb|?$;W3A}?OPyc8=7lYZ;&
z-K+NQ-Meq!z9W{F`^3PWJG54D9%2r68Ceco&&={ZhrXRe)w_PBM{+4+4&|$HymR*0>gP;-sA1yIkkVw)XaGviH_UkE^GfZgiWUHeAIavI>NW!tJ_UYHo}b
ztB_^Qn(J|KaT;6!Ocd>`tM5>Je7Gf?^x6upeX6WH0mP5{_96%2+Re?(?D6Eu2ALBl
z3O|0NKYH}2<<+YnZZI%e4*!ttZ^~fG%ge)wX(+ojQkNMS84Zn(dxDLB{`}eU&y!AQI{!Nc?AOl!?Noh
z`wfZ;-o1OSV)IO1yCq${-ceC$I|lCI}s#e77VaI^?s$ml^Xh`O9?#Z6gE~)n**Ww2!46{?Afys7{)6G23wsR
z9q#}$1|4sT*UY#p;XJVx@JEJ&gJVB0ugvH2@^v^Q|0&)z1jQQzyfe&aoQ^-mrfC_Qr4D?i>g@(_aeiGFIl>7aS@x!gvb
z=%}b=5BU_9Qa~z|+4Ln27Wwk{qT)%^Uh9ylyoW|hN=ZwOV-}+)(V?v97pqgyeuJfi
zx(^Qe;_w|a<9!WjCTs~>nb)5^+w|wpXk`{-a+PMv<<&UXP?JUeyTU?gNMm!6MC*e}
zL}a|-;o&SsFLKaDwYKI6Cam|i(*c|K`B$O`dn)hpjE&_#CM~_+apdBL4I6%m5z@LP
z;`lYqW#eazjCQ_K2=@Vjeh-46qodQ1X=4~a)79O*^}vBO;GU3{q>mh-U|Gjh{jOG!
z@(c`Q>+kPJ!~T+>efU0)lujRig{-1-uIS0_51#`4dnuW&@(sp0lR3!AbFnIUIqK6-Q$Buu}f$eXkg3MIp$^%jO!2OW+tuhST+3qjL)v%e4H
zuoMa&;}Wc|9MF8Vlj8!TIo>kTxf0knH5?~0#j1TCPUq=}T2lsHTcZQg$7$+Nl%@ON2|
zzXO7TX$dP%L(WrEQyVZ3UVJ*YqrwPt1?0JvQ21oNB)G&X
zsi>%=Esu*l;rsskckRe#3~#H;=<13P(Hmz&#iDD!=ecq~Vf*kc#Smq9)mw0#Z3UP`
zD+C1v-)3e~IegRU0?@HMPPkiM{q?0?F5~--GhyNzQ5>pmH;jewgKSo@p4go7@Eul9
zeY<$dOPhcT!54xP3ZvK{+w90wzyF&nyYRyYnfmrGHa_m%U!>ZxfYid0I90yK>s`Jy
z@srWJz^8$0!y)}=355=qnMQavEnJb@?x}DLkII&dQKHLn_M4-Qn>nTJ>+tD@WNWY9
zNkymmeb-)|AW(b#9*rxH_{$P>ay1NerKIxNXI13&wDaA#_GqRnyAA?BqF@&QqndpN
z{;d_|?i8@+61(~(SlQ%0nqt^f=go6e6pmS@!NSiitG2%>3g_LQvCm7>FoW-)Dcz~N
zr-ur9X|inlUQKlKDoVGtijFCKDleBkpZ)5=;Szl#gXliXUe7y0%Y(Cp=5H#z8(4BO
z;Up%c0D9U{+_OPgMtEpYq+7_z$%W38
zc3Ss0XR-oALE4cT0+8OiW5+V*$={xtnbU&B(*LXiW!)zQU$;Ws#_+Ot;TG`$-F`G3}6;wg_SP9&O$7ewx1##}JIgc7=J`SR#wp1;~N43$>8>hH59!u`5TJ9a-Hqhu3Og*E@#rn<6!eW0ipBLR+zFXpeX~RBcW#zV~7I}(~9|r_%*}In!r84Fq
zvks=i>$9Qn(GzQDTHadG0uib_CUc)d#I)eSW@&&;8gVh+tf;7y9gUz-$K2c`U0hwM
zmw?J1oO*fN+nf3rGApEf;!^yA8Z`GkC#*w&RmK+fO;vS!tEh}Z_i*h7nX!wDmxH2x
z8&W?JT>!_Ma~xT*&H?zAz&v1KV|#6U5UVXtJ!Pq=sA$Z=hXk|XQn9ED?y&NqCbDpF
ztW;e4{M-&@*GjBa8rr3LHBpL0$%X;J$Rl~*wy*BFO?L%>h010F0|TUO?AFQI(AnAf
z>stz6y6Ly;Xykt|lbGq+!=G}JW`eJoa6I5JsC=sl86@ft#0F?O`~*3U^;DmzJ6b^z~q2leQl}B8=<7Ey)#U+YcVcEpbb_EJFo#8G6U?
zMAYV0(YyZr`}Y$8gMjO)DF+l4;x9q_SI%u7M5Pfhl(tU&6ejW1M3coZVINJZdjk#N
z8l?H0V5a;0WIwIo<E$B=)>Zze`P(R=U1^qRVN-LlT-jJ
zAsHFp5OK#f`uh4icGZXrJXkEMS8pue{WX)3ORNADvtA!Gg?#yi{a9277JudcisjmR
z?4(otvu6}Mpe)8n4akrI0RdTz9hq+oE4k^QY@sGU5j6BkD2#rbY12(m$jQ^ErO}Ph
zTNW>&%Ek*OpFo4~UNhJycs$@{mpX_qP-V*nzIE`hMMj
zoSbUbv>u|}?R)oP(?d5cThLP$zUS*({MM?2nT^d0+OxOQQD$Y`e_GlC$bT+XN5|)n
zzso1BOZ$Wm*4iFozx$hQ^THXo+<0bIy5~jfPM}Fe2lo96K2UOA`^{_kPKRuJ*P;c^
zmn0d#%zD!5JSYMD{R|Uy!SbJywZK7+Y-nu0LXclj+v_=X|J^>@9L$9JK8Kl;Yh}|G
zTti?K#m4qYZB&Ybo3rb5@SZ8vA{utYOdV0b@
zpk1|kb+SdPWLg$#JRLp#yP~3{+qZ9rensf=iw-%0b?Z`ZGOl6MU?1nWx{`UDLH4#k6$yfKM4Z_-hG(@z2F
z?^wISd$=M@;vOL{EiK%bsj#k2I5-@t2tE9|3cx%QpJ>Ro7Z5RTUZ$X+03V1B7mn)t
z)@eMZ?g>wKcej^SM-dGLH&}Ba!ATdyz@Xx>jm>D6Jd_$e_PYHA2<%%E3bq(u
zgj+fUAfZ1s)J|A0Bw2kuJqm@`PsA04+HR*4aO}AU{?po9jDo0VXy^sgfyk*lckcZ3
z`SVQ-dCVNd0G16Kh%GbLSI-1oC#|T+;=?1w=y~j#uhhKSo>##YZZR6&K+3RKpj2~W
z;TOWMiHYgMNxcoY#jY-+UAn3Oj1uJdz7N;oAE@wZ*>-#UA3jXB={^hR@_fe(2wp>$
zEk9Ik0=l6-uO?LXO-c%!Z2GNRBZFUYU`e3H9JjVUpyN7Dz1mkNPgQ-IQaLg@N(`-)
zD_7pUb?XNn2E-_dCA753?h9^!!QAi(q(RjolRbFy4x??;c;0?I}8u357NHRc)w
z$~GwY3>4x$;5mVr7h_0o1ItE#RBC#BnmTwoS~uSfd|Y{3l5zGWrM0p|kYeH%FMucs
zjvouIFja>;jWOZ!o@MEYLXnK**RASy7Y;mB4DSYzm*`lHLLX#Xj%vN~z
z+medzZ#*CS4I(k@j;P1s?no*O{?*keWc?pI6!c_;AO#grDLtJCFh6
zzP9#Du#nO9kN4POAA8=q^}e8hLU<2qM6JrT@t$f16u6^ycIg`7uz96-J^leXPZbwZ
z0CQkfrdGo6HwdNpk`Q>i!%n3x5>+|GRa_8ICMR<;bv#(q3*ZxQ?7%}1d=
z*GX4BraMZOD7iv-NHBPJ%p7z4;&N~Op42-2vd77)xQmyHm#<9y^3BWQT@|ik+kJ5(
zJA0klK2wwm=AoV0Zeh*gvtxCz+Gm+j%
zZv_80;x%PKeo8CPC9}>-Sw3C)<(}tbLXYl*!4@}(&xdrOk=^Y*lGptGd-#+nR3h>`
ze9>f#UodhW@<3-PEH7V;8+wQ&UxlLnNu>~BbR
zzu2^O@yvdC$ZtilAf6!&ru;%_Cy}=_H8uaB0PGVIlDTpvO2glv^wCZVHXM!6en)$rRWJSR5HLgFJ8R(41NC>jEDH*xRse&jL*#X*Jr>7jEIX{h01o`
zEIMu%;tep0YLEW&Kvw%2>ap}JU&NU)uBTh!1Xrb*s8R}m4=h38UEq-Y`ucJu<=N@L
zy=oBWThQBydk=z&TXErrAPaQ+_U+qEAS#%E4nu7;M7qY6ysNKgL+7AS{wuvzQAa1?
zZr=?i$s@+byHM~+xB;SX2g)+&^);xxki#PFct}EKWaJnUGVkBN2Mk3`r=??Hh{PnW
ztxy0AC3ykV^DT!CZNTUhWA!IrDqD{ds|P1nL1I$jYqq@wQau;o&c3zj_UV202UW^A
z=UZ}~_&g`3XdBcmAbr_vy8&i2ImqN45Ubu=wl6`rhXi$CN{E~k|2vtpKG3c2$&Hwm
z&0;(nJL7Yj`KB?G1{)m>k~y-dYr~y^x?4m=H-bM*)#uN@tTTsmMN}gK%u!bizP^y7
zctl0*KzxOW>YqM+f+KtYgcKqHNqlS-5>hq`fl5mRA}pCH9MH0@fCl$d@a@}12+Vgh
znmjxxrr+MsgC`e)Q-ky0g5P)nZTX3Wb9&v4kM3}A&jcNyZ_2PZapA%i3Xxfh=mJ1Y
z0B>(jk9Hft-fBoU<1jTd8!qCo&_mZkXs7B)%8Xb|Ga4YM(Dh@_kDx2ASh*4+E;%G@mD)Ixd92O889pD=zJB=F?<_c5hL0PAzrR5PIFFd7Q7mI&Z{#B%gqR&
z0X9qAk~%!o*Zkb(}GqQO?blStu7y?FVuN9>UXiXs!_zI~{MFr!Z_X7}K|aG@PI#X`nq@a2|K
zRQF4ejt+?S+bN#yT&KCFuO|BZRBvqJgMffrr~$+#5fKsj)slNy$9X{brl;q-PoI7T
zC2U^yUg~SNTyO9hXO%NLLicYuh_GuI+z%q-_{*J(RqaIvEXi}qDs<6WD-2lYG&_|w
zlfOqJN&qy+^-Nh+(HA*MpHPcnUlX@f9
z7oSelFlz2tSn{3yXD)8fVw8@xepFv}DBNvkCkaKuSTJo!qT%M|W;athe?Hk^_=i(w
z%fbQ0wYFSK7Hc+3Een$s-`8Z2q|c#;*$^Rttx*-6v%~}L
z&FJWz#AkyqLa?>iEs}5Ot%<%;8?z4JPweV14}rX?C66CJw#^F%M?j>E1DfoEl8aai
z1<)(~9zCLKt5T6fw?>L*QCakh%EQ!B?jY+I{L|9b))QzSKFSvuMWpa*JUnMm?Bj_*
zspm?zA*}ugJb-<|!k+p0QuriL0)>KcGp=vWu;8KSfp8eNs=mCRV(j9pI|_8=_4FwR
zE{>pCbb%kxMs0($0m|X*M4~?9;;uBN?gV_i4|oO41(*yn^y+MAjBN;n`hR>k_Hca^
z4$va~OPAaGyGTI?cx&
z<~9kYU8#%Ph;>gyA@3(hi$F)WYG1K?3)ej)+5m8g!-Y$$YnT`wO}tzYatDtJruG)t
zbLbnyDZ`Za!})dH=hi7jrxxu;4XA=A!71soflw3_CBMKxF9peI5(JH|&fU>rgvA6O
zjvl|MmFu()mLuU@`!9T0hJ>3w*t!}FH;NwGddxfyaei(Ay%5TMK~ob4Nn*h4gg&{?
z=qoRozKu6OypVecD(4fZ>$VZF;{f73
z^B$oBV18tX_TzjtMKHRLA3aLb;x=n`l6PTlaP5CZdam5Jo&2rs;OO|SxtWs)`A~-7
zax0HRH$r0d8sZtp?{Bz<8G{_2KBfbJ?*_rk_ZuBncrL+z;JgImK>i24NWNII25V~*
z@G#O=F%!U(?};Id#=L6d0Xk@z=z|4_KPE#HK}R`1z>O8?O%g=!Jy*hOltsYEl7y(B
z)^C6*%PPgNSfIZuAnM+u21G=8hM1OZZ(vXmnFHXx*Dqzufz|{j1Q^g+o(*bM%7DE
z`$@niZ@POXx0dv4>y`5>SJ0O%L!jn>LH0qMEGipX5by}
zLw3;xK_%lmTV8_W=Zx2BPT}X&<#|Y(Jtt7_t>tr#CH!#K@BmSjk3$OFjr_?4ALx@I
zqBcaDjx9yrLO6_;ftmAnhN#O0zbIVyI@X7m%No9)JPX#eLu#KomvZJ0&5=mf@ioN
z$feR}&aAp{;esA|8d}zF?X0!X?_+BZ0pj9RM-b6)8t?Ule;Hv^{fclr9UX2s(mDe)
zEwUxLkK=On10Avh>k*~i`st+15nV|$PPIf
zo16+z>c7AehVWWYSGOMXHev^&g;5d=<8$JRa)sag;^G?}AE&2yA1s%+V@-W%z4AxL
zqfX&?H>JAoZ>^+F=5SqoYaaq~kXH5hF$s(5VJiaJq(K-eLX-6~<+m5+C-bQmhQKNx
zkm4lU1U`pJXb$9THH$fXC08Vwwg4SjxR+ajQ{uPW=;VuaS4wAkyRx$?t&xU8*^Hse
zVzPh4;32_%^OgKlTTHISY=8PF%uX^bIW<)VXAa+R!}{=L5F^4@Zr@&pv@6m3
zr+z+EAbU`1uT7u}*0heES$yO(Q0@T
z(<7JAziZ!)6r&mdguKO;4
z{fPTK6dm_DTkkBa4@s(cX+|H_UcNIR4XDmL3wK?AC_UX#%za*buXYyQi4(=_QnVCH
zL|!1yLQyhar$|L+2FaW*Y8n}#-{^hNnq?^;OpBl)bev&S=t;p6!IJS
z$IKxe0M
zxEkeJ%Uh3DYus$dATG8k*Z4>5n>TA9i$3p-zoW1P*5&&3x8QRU(bU)$7U4maI5iq%
zPwsO|XhbHC#KjKg%`yVUB&DT�G%4Ds!Ok9sK--xSQ1NC0II^m|A>AGrO^YWyzw@
zmzKbZmi56Rf9};xURHP8pXpI@SI6C@rKM}dCEae%LgP*2R#Nzt6-ky{23_&)LOM(K<9qRL%yx(*O<>_-^KiB
z_(B^|qf!3*#ETJ`BKvCa4ffSw0}ACRGr<4=M+Mc@tRMp)k@Rir=~?dX?oI%`)WRP@
z$SYti$^#8hQjel6?IW^`n%X8rl-%d1`J5*D@1PWEd}RACLU|gk2?&dvBQgvSEQu!r
zhfrh7W9|Y=kWCyM9QUBFZ{D|$8IoZUoK-7?FA%LWz?DFaiJyB>r-)<=iZK%HtI;@!
z$Ad5i(Y?{ki1mX3--4d@H%oc=a0eh>F@U}&`p4#j2iX>;E8T}i$^=YY871e&&i6N_
ztt8QGJbz-7qc4*ULqJhV@!^Jl(WC&J!WRBLRc>k-3AOfGz`O5(65+|-15^1>Tpali
z53Y;nh=`2D?0r?ow|)CkTzoMqVlp7$qrkvI$TTE_49KR;V8m~980p-VsMhrqGxX4u@2y4bDtmKjBY2(zern8PH%6Nhv|+J!Sc$ORmSHJxtO
zbPINRBvujJJrZOmWQzz4;IIZO+x1N~4mzZ=FU++r=;OBRAuXbBBm{z=
z-0<^LjPI&MBLb+M>QAXmavZ%(vZREmB7;O6pbA~Y|H;tVyOi<~nFjiu!tkgC4*`+$eGn?r=s|oNGkVTCK6>&l{E*!*$Jj3qtQ7R-0-+
zHa~leY1r_Dd+6b-jB-_S3V$RXu?xVo%e`c3x~lSbSS@!}JQJYtlbpr5i8PxYW~YvU
z^&+Om|4ji@N4y?;VUzLqCsA%tbY#XJ{rK_YoTB2p(Vc&P%)a5DJH}1_-`!VyD~r+N
z7Z6<*9qeZ9hEQlTI2U4oO3SpdsdS^Y+PyMy%(xz5XVq7I+{72_h_e$fj!*
zW?o|7x!YsM&#zzjN+J3R!u=se!77&*c>qP3HkNNi4ak!1Y
zrE-`AodutKI`gkD?$^?``M1+6NLWz6Phe?dFX9S-UJ%F>6<6#uLXLeopePXMX6#`E
z_Mn=a*V4M5m^ZTm`vi}XPw4B@AkI#vBHEv^nT@qI_R^-hfsxiWN&NMDSXgRrA`JH#
z05{pFdOOioaW@1jVuR&>48xHfK2xYcEbG?M!)rz^3VXTQLFG~8mr@8~e*!al>8cGL
zz>e?Uzh44*witUFNpx_tq@<2PKlT8k%0)j$!>#Re{rB`#*#8pNLv2TiuRyloL9AIp
z*?@h8qzPeTr#_NDwG)7HTj5e9!xbRT9K{1Evx3^%b=Yb34lyPQ1rWFZ;0t7!f!a#;
zB3k54Z^vxeXHvHtyGzcRnPMp5p4Lqc{B>4v=PNRpd;PpQ4!*}$K4=Ru2f+RocMJjq
zftyKTgd2<#dKq)>4EM;(@t
zQMgC$3}hKmk@wgQ6Hjt#6d+KlfiAAa+Zw=`gn>Z4g>`1p$0*#}a=Blh+X1bRG3d-v
zXdq~r9d{;=ElwI4nZFq+=_HyRN<^E+bhFq~0W==iu()(J`%R=U
z^k#wEPy49_#FHY>QVH#>tE3jF4M{|1kbQ5N#E2oPSO0rg@~BMvvP7J
z=OTZ@~rd3`yk)1e)~QOr6{XeZo8!DWRhTFcf?Y<
z&Mn?Mi{0XqV&n0BTi3dJvA_1Gw#=)kxbhj_mD(b!DzltR>E^}_m-F1GE*byuD)1Ox
zD-g(d!ZnB6x4Uot$5_nU38%cvpBXD@D3pQ;ahp~_b-RT(mreTW5=>qiO+8ztM*kHP
zq^7pkEKNsKvuSK9OwzfQs@hpBHE)$SnLF6|fmOk!bt9O3Fd__{rTmGXO%ihh;8vL0
z58BpiXOuUw`_3z)e
zexTwTQd^?P=2k#k2rt{4ZTh-f{O1E{e_p7Ib!WqIG)jZ^5|wL6*Y87+|5%G-cj)Cl
zU-6NX{uc{8XqqGrV|SG}Hboklnl|^E!q+&js90s{3b9gjvf0LFrss9{Ee`XBm!i68
zPrM~G44g@)yKz*CotFo7lVOO}ad_GxPtCKUjp7p$_SV+cM#sgSLGu1#&Lk^sxbyGK
zn)>>Khi74v{Dezxs)4|-yg4?YI?!Gc|gTHLybkZaI^OQ&G`g+l5wgx}@Z`B+s+Tl;&e
z1%yCsGC2!C><2Kt%~3#)s-kik*a&fdbu8xqZ1H#j5l&UhO1AnNv_(gV&_fR_K+VW@Z9yu)K*Y4+0ngm86Fdcj%W!2L
z9#juCBr*VB4_>xhiVd9d5(smGRzE(R373>WnC=s9
z=m64wkg#4GwVoEpeS`vY7-e+2=wMz|KRf=0=)K1I0`~nEWFXWAahSi|EG#VCg9yW|
z)f@p9?z2sYb3$2g6?zJ5l2*I|I*pErIYp(`+D$5}svew`sauad3?%?f2TbbX2Ew>R
zOx4)g+3k!2$j}3@A5LQ;IHKbeY
zrP+xduAX|O>TD>i4Ku{3AJ8%$+Jxf2QPRaBV6S$gX(i^Gb>ZrRKX0<0J&7IEBg4M#
z;=lr>=rGmTj94oShEi`3A{=B#*c|->f7=3-gbvzDEuOT$=ASrjZ
zvxf&#c}oxyQc_g(1ODi&)3lKH2VLpzc^zKicY^!d)d{HUW!SNMURyg9*3m0$PmuFR
zlkW;PNhpDv^8{;~PYzor!VP>SL=dL<3~W>V%6ln!Ay2<{uk^Lg;Zjo2(aHg8g6qIw
z!(nKX3sA?tI>t(FBt_+icgbbh4~8M#bO|N;8+MTUzrZUM%74_Z*PSj^_2)&o(W-8|
zPQOw~S2uj+-nY-bwE$B|0ZAAKAeQDVuoh?2V?(ccgDqdk{k}j?{Wb%&{~@n}`0xkD
zN=9~}E3xActqie2#IfCz&2Fk0J7=8yCnM^0byDKuc8AZ@ytZ@XCQnpC7R4BR>19ri
zOYHa_JlBav9noyGH!b_`wxWNA3ZMR{2{7Tl`sHZ0t^DFAKHBT8`-F+~73?{_?l9u<
zV^b3~b#=cdzO59<*@t9{DY8xt{fFZ<4lv;p1z}tC)}2Hs<-DqDMy->XnOSv*^GrWg
zRr@i|!c_5e%Vb_4tAe;ytckg3e(Wf32`Y66gd`zN4#CT3Kyp$F@dhJGl0;?m|ogi^X>k9CBExT`*nsU0ZLCM}E
zj5qUlR$uybt`<33_6+0T)4al25lzkchLL8G&UBUF+f3Icry
zIe&0Dy=+5q>qCzi9qIF(1g&NExW&lTnELv~i;J-iHE8Y72=*nQM8P+oyoAcZZWxsnRpSDHwYfDT_q!j$nMpvS09#801zNG3If#N
z*hYNbL!!i9j|}&@D@)ds1A1=%pWl+vFw=DQV9Ew5=*;X6D+4mbv-c+oZbZZuJTF}n
z-=!F>Bn9RqyF$FK;0f{?hA54WK(1&>U;2kh*b4zr(eaw|Hds{MLxoHhFR>MqLXrGK
z7pFb+S+Mda=40i;wA2D0I$t@O%>nD5pE&U%2ZFEI(bCSJe;BCav@?Hhz`_QmXLok%
zoO#|%ZDJSsi{xC7LdL{t^3bNfuq4^NLmI<+q=e6~{k^B?@3$Ra;b(LGZbhx0AC+1V
zgs$=#zwrh&lIaRw!bb6M_3}tt8RjxlqCK;giq&ZS;|^aJxWea@O37?CJ~F==?5B6$
z%zm~lgTn3j)6dy*4f&ieV|YPhAyAw(Y)L~{(#TXqg&!wa^vf~HYqd)j{!}i6RAN(@
z{6cd>!xPrChc=`BxSW-o{)r&60BNQgR>#Ppn51Z8>2a+-kh|aZgu~|wpZ%RJ&zhAEgd_IGvG*)Tf;%Mk2KJp3New&>2J9@UCu$x*nO~lEO
zU9T(XrIG#WDBpoUa|iQgDsfpM4nOY5`|>!nU7POUS!mGcAkU+pl`d{Qgf$EE%+3Jf
zuadO}6)`vjV!-ChKvU1LKCHlEtSiigc7IebUU>f<_fSQBT%9r11>8wiUe;O}g8
z0Keto8mPI<{$2jUY`!7N-E@V09-#wWD|M%ifkrBz>>$&?Wyf;0Y_g?AbZ)HLX7aoJ>#Qs>@{m$6o6LUCH55w*kf&_l
zY;_{$SJ3mtL=g4;l*k5dB14a69Wxr0wFwH17;iXCuN5a%}Vn9F;=`x
z@IU)j;}_C66-f1s6V!ozB055!g>@}z)-y;4YeE{2J=Jsl*fOKMM8liXlVQbz?c+=1>8lzKi0s^G03uqVs
zadyLHYQ219w%o$)AyCz86oj1^4Sg@J^zy!V@Hud@Z(WH^=GkU}I)n%n{5EcCq;+{B
zA1t(!5GVJANq6`XBBDbDv`;16u)GJYe*wzcSQm5I|9sl|=Q7s9Lp0@(t6$|Z@xnEX
zRy<#l-Vmwk`z;uPGA3C)dFb0$^re97PCSdIb}a(*gABtm
zs}sqL(o?WrslO6?k6*yvX>xTzTGXgDZ|RV{JO*zdzGybDVICv@iEy0Wq|FoCRU8)1M1?71jMXvltM6?qcCe`y7n3Zn!u
zJoT-uukY@bTA1GZ-8kd_FobpT$+!EsPW2*$htq(Pf`Bv4h*@O2?!g&6w7205mjbl|
zbmw|ir*#+l+&cm5&-#;u5Gflr*l=eE9|o{+1UFb4L)|GL&}!^jhO|g-x@v{F0<4F#
zhuUv0G6@t;8<>ulp_otqV9S4kAlmPdahwO5$zXx;H37Hbd!(`vg46lxsrf1Y5ZgL+
zIe%aGKOHE1n%4cv#lOeKp)MqqYcl?C0P?`}2R=zZa+T$EMLt|l72Id4r|UBE(rVeV
z$wTR1y+mcDH`iei@+&q_*19J17hKUH5aJyqHTN5wJ-Z$a!p)$QsPtiXzr63DcS?2y
z*2~6&=2{6kBc(+D?5T<@wwolof3Yr4r=(%S&P8k$bG}HxiKJ6l=3vn7?EGn_t(qBj
z+Whi`46+4{w19jgwTW(NAM45Zbj7Z1#wNW18pLQzF=zEQbbj
zM$e`wSV)X~+A8OdZGNVc{phJ9m|U-*>Od|jufS#^Q5dy{XRTZ62{7OlZS$a=Xb>jr
zD7`rFZN?FKd3i#|<|dj1ym;IkBmpeDq9T2aCrru|n435LBW^X1xoXHM{kMoaVhWgj
z@A&w5c|{&Fz?n!^J*~rPdb(*+zO>s|Bv0BeY@)!k+Kuw#HrJ=y
z&9gAfWAoj%ejwST;y=gUFTR;wm;3skqwfJ!Sfjmo=gljVZ6)XuVTj~~xK4bNr!m1R
z6@o-^4AsgOTK`cqt%#L~}ChcAed#Y1MvWyt1>D-r%h{6wf-qfz`mF8pdi-cei&;rw`UT*X5L
z$soRP7wf0aKpSryN4uCD{sICov^TsYu@cr<7+wz0?-zcIz^Z~ez#oUHb}vE54=&w@
zTa5-3$puWP=Y7bfXA~bQz;>cb;Qu|8Ay*Rh{Q2{=6Xc*%Cx@5sCVyEWUqBYcvoCc2
z1HbjS?(nnr#K@;u-_(f>V2Rb~X$%C4KAp|Z44NHl<}Hcj=aKhc)g$_%XL$b{ind`<
zYN;uOBD)!nI5lE___WQlnUQ7zKDpoQHmW8*bd+<4%r}!E{~voJ|0f18?s{}=Y}v~|
zonTlcFTnF*F?s0&YTJS!H-#V-U~$kk_L9(&{?d`9+$k9KkX>2Ri^O^*0ygE?0&TfwAlQ
z%DtbUOc4Q<=oC$}H+cSRB8`zKg?|QG=LhT(p&XWK*^~=s;?)X*5IYDKvu|~^mz>P3
zyoCLBMpv#hY)$0AMd+QNi(5jZPEt7VCLf{rG-O0bnZheW-rz7?VG;;E*)$rx7LLcu
z2_zzqdzV6IB>K#&akwHF=Db010J@WS`{mxZZPzdNb%(pVVVh|!;O0eD9U>SOn6o6U
zxClrQjdunhte8TCMn1VPKohPoE}<)5RQizCseo5Gig!Wu*NH=Zp00TKP44gGl`i)C_^w|x@#>jdyjT@+t3@G!aNL>>^s?vwx*A*uhXJZo+
z``P}MCwy{y^QL}amc0Dd_+-Dq0kA9WFj71He+JElmAsh^6xRG-LCvlQ2*|%eBZ(bv
zY;1g0JXwUZ*_2Ix&+PiI9Xp!XBWR`>j+!lasjfe-gwt39zoGrras+S&t4x*@gry@6
zX*SQZm*;r#RjKWAAh?OCBfQRMk(###J4(kAFYpS1(S|_DXFO}5j6s57O*Gtp`knCS
z#h&1X-`{|Le!gSiIRgrbdK~<(v}k7%wlL+p@Cgm?=~iEH>%cA=52p7}??wfv3;w}b
z!FAl1GIIYU2aa0L20o3K&v$pKZspOizry(4;TMBM9d~t_YyF?H7w#;{6p!_IZa?n}
zR(z^e)eVK+x09&v{=9Gy&}Gl!DIwYv#OnxggrEyfs}C%M15|&5hTe^f{tP@F#)~HW
zAHBctdn;{vqhEIs_VmBBcjj?D?`ymN88ep5GFOPT%*l`jq=b~r(V#?%EFvY9xk5$8
zWk`f1O^b>Kp@CM*5UC6eXi}-9c|7lrwbyz6diHb9d7bmudG;TBuf34p@B94>_kCU0
zeOiS*G>Vq|E`_HH>bdyvC4SY3c#k*{$8`j
z#n&fItYYUDY|?02b60;)J58IC^c%}+D;~Pqct3{l3uzlM2%G595F$v!r|c?8|F|P{
zJeH%nprAh?7l!opMCA~9RCovc8^Z8i4kE!qAgpcCD}C0XS>(1&dAI3GcHc0cd{)$A
zSXMhw;ljd;+mt4rD1+a40h-x&e_$z}cD#Nz*JUbSqyO-5*nLa4gWk>n#kE5j_Qdt1M?^K&n3
zwY4o&SDOw8;aDA^^CrfoVrNBq+<(*xpAQ+#jyGv7ZElo_rvv_8KG?DKdC}DBKJ(t(
z%#Uje-Jn$=I|!$D-DFHcRf0-qiAKO|V-3zVF=?
zT8G@~-|Dh{g6Uqz+g_o6K3%Ah@#iTju;KRY`#U{ntipGdiQ|okr&cGUpYPK3p#c0b
zugxfu#XnC}ycxp|eskEJ9TVspq&{?(z16p+M%NcbZ%DkVP-Xx8!{!f#32mm+A_iM8
ziwX%5mGM6BJ2Guo#wpzy{=9W*YvH5#&EF>5r=|{fnmIAbb*AoX1vSH6+g98z54PUZ
z{3?2$U2*cfwKlQ+zrKHH(`xxT-hFka>Hv+FvE5zoP8zIgyBILm$mx=Ct(%WVev;3C
zi_AiQj=dSL5&ONe+P17^j(3F47RJGbf2a&^cJ0s>4~rTY@w6QuV@SJWaW@lWhra%{
zEheINV9brR(Uu0C`6s83f1g)++(&Dj`bMrtbl|xAN6gsLWoQ4GU>U6TV#471wzkZN
zR@v`&t%=%c%#o5VI*~^@KKqhP-mH(8eiz@=8m!jY)pDN7z1l9Z-nExM1iWcgFIc81
zI_Bs*Hs2;oBzX!!dNzVTlSowM|M#ebeqaN}6JSJ;1t>7pv5@1PBK+R6O`Ig6Hpt)C
zL0a72%;5NP_So80xVB`vTJqAqQvPt|{m^f#)^`M-y!dTRxcPi=&%4h}qq6PS9y7%j
zS@P(G72w*dkAezTEx)gj+gvzZROl!bimsnp@+VraE5NxMWB#eQiUI?C|D*_djo1|w
zLV>$IRcIc>J)`Gzh3a7lkSCz+wh#zNQ152_5X|$Nk=(yTX%Q7&OPT*WG;`oPBTLHy
zU#GO6&t(KmBv;G@db0wgq%UZYd=v+%+Hax$ILAOt0c~7Pxwymr9S^+qz0*6(b2p%2
z*Tgz(2Ltg@ywaRM#*VJ6fYI;g4DaTaz5fS23oxA^p1_jr-Pivg62AF(_`IO}-I1|o
z)3l@@#fJBp56?1xzcojWA;I&Mchi|b_}FJ+AO0e0`03Eg5}oCPlx*K030tWkEwVe
z3Tz7JqGP7bpHrPl2d55`1rVoXiWyNsB71T^4-~&}jQwJv3*xn^1U3KK%I0`Q?Up
zEvXlRgV)A{oVoewpdg}uDzN%|-0>mT%RKFcZ}yJTyt6g&IWhi4S)WhLlh*YS#D(g|
zwg;ik6Lfm0e|8R~Ka;2ifpD#Lo@Cx&k!tthbg-+^peE_u{eKsB(B3EDPy*gHQl_y0
zdFD`s11F7Oe98g(DQeaSMle9l6?MhJM3h?yMPL)T4a&z6uE@TA$XX$})Ad2Hk=J4>
z@OjPd5RyBR2W=A6&4aHufmi{j5l3BSfr{otw+d}U5$OLS%JsW
z!Sc(o0hfFz0d
zks5lh$V6~IkL>Rs4%38Z^+B<|k%`YWaeH<#>~$HAu82NIm+JA&Ls3dFnk3E%s^K&F
zar;&fF#w-o3F0b92~iq?{|S=ixo?q}aTDycfE8xa?NqUG3+Z)orpzSZWgvx4^VXE4-u
zC})HyjBO=2#wzfCr+~kKk}R0719U6S;8t{%5!q@8>7J{fjF`_nln`uTEL`e*rRcnc
zSIRsYwR;I_P|q)*@^f9S_$vG2p8Yp@%yanvfjeLM7=dX4G@%{>tk>WGs6fQx5Q{pDJ~&nXWCX&_Y}gCRsl58d
zxkJoTCn(a
z+fl&Kf-YbbL-k72$D%37H=)1E&g8nu8zBS+BURrSyUnc5q2f{b_niI4Ma~Is9`x=I
zZTj@W0;jqe!93Ka=KAjf$6;RNLBd_B;d_4*>av>=h#EFQ?XC$knD`i#_-j`QbuF|6f<1Xl!g;_uJ!6&wWb)VP8T4Uf}!QtDh#CvDo2U
z%*ggG;Ip)G{a9T*3ohlyt!=a4X^)Hd+F&MuW?&fcQrtd@4cQeg=lE$tY4f}m{AvQw
zf>rJ1HOw{ZQRxX{_*<1Y)Fno8fdPFXU7O
z0+9)J6n~=jbY!ra#5MBYUhWpVivoj#_2Ar^GNV*0+@2%S`UCkhrto>zxq*7$O5V?g
z^cE0;jdy~nKpK8zltlf}8d%ft#l>~Yx9vt-OdWF-b5!R?hQ@8{T`^RBV2)~1f%CF0
zP4AsHiC;npQRLP7@h|x06(jy91-ABp0gT|c~H-f64JiQntRFR>yW&J_(p*Xu$(Q^+lvFYPY?
zxw5Wo8b@Xk#l@B}>~Ngc-`cW`OuU2l@BRZ5tZBg-|1|@q>*LbWcmrXfBgCR836#Hm
zfFKZ<8!$lhyV-C#Z6~2bRCExREP45cDa~f)omxU-ck(%`PEsOAN9dSMtQuARZ%c|4
zr#fSyy9x{q-DY3wIX&kY)4K2OMWW#NNb!gaZJE%*D5kVFRa}`!Nzw3C-}M60o@w9W
z;61A-4L3qp=-CAL?y;s;JBLVHIT%8CW8q)F&qUVV>?Rg=<^Ia9ciIn{vSER?*O1>K
zP&RPnd}X3Z0Hbu1qqsXM0#H{WN!!4*82ra7pSt!d**c>9!xvu^>)2CkQ(W0W3oASM
zR=Bn`&BSZnj%QRTl$>HSxi&?)rV{zG<4M;s%HK*UTLg5tZr9rtLV4*mtK?QQ1n)C$
z4jp-X|!;MXR
zlOGAgTPF!!x~Rt4^g@n<>h7IWd{;h|#C6WU=!(5k{UuGuK{IDJ5;dH$9_9lzEMJ
z4XZDW$&*p9&-?i~S{sVqM1FJ92oMx;m4;vaGfa{kZV0v#Vdt`*}Qxidb}lZ|IT5hH^%M`+Dcl
ztW`DT*{VXjCSDYplDLYtNGINdU8eEw0$}gIpfT)d?g{{PtG~{#?aFEUCrYay@KvKz
zmb5hOS-bnh7RTXR8%o8(iiN;-gOPaJq0GOo|4h_sW}sD@io1~P5l)uH4mesqZePAF&SZvm5_l6`Y}bwf|zaJgz1);
zLkJ&W+V7s1M)M~b(f$d=k$B@@3Ry27_J*R|W`svkXjIWt2`|>dbMeiV)bHnDbH!(D
zi?1!89dg^cWqAFjD+#m5b(xYn!jF)eADUOqqzksBOdIul(iy|om?0SaqWA0k)RWaF
z@#BnBV{d-eyY#H1Uf*8*WVK}XOJq-f?eVfg#>J`KwZidI_ljC%LNg05#nsIWjeBAA
z^6qH1PCHOeW@dGea))8E#dMQM8Io!GGP(9#bLiuPD}y@8&Ix*};uy@xf7fh2v&see
zQRi+jb0!Qrxv+IGGB9yzutaC`)53=7TPBwus}+>}K2rbO)>~X~!o~>xH_=KJc&n1w)Lp?M`_+KJN>V$TIapQ>tm92U)i!w6gan>7cmt-P2CfgM*-pkta^vbPx
zU_0ZWmVcV&4Z}G;inrccFYr0Ulf1X(U2np-WHCN>vngucR`&}JN5Js5&n8jrx
zZQyj-^&=Dt?L4&=
z{xqcYl}N}2s7K5>8D|aQG@)u=rpf0-wdtnQk~YYxxcrX3oY(6(yF(!uQNd~*Lp<;a
z5(UzyGqd2IFi)WORG2w)O~*{0n@AVa(&~r{e>jhgab*k2B>ZlY#c}p-^oBb#VLFl_
z_qBXhPLRPP3(L31l#cC`J$IF7EcrlE5R#nkq`=fSHHjQAVgdUsQW5zJk}!;Uic3n&
zQ4Yb)E8tx!QpEcGva)i4Y3;e~?T@u=Wj^Vr1)YYgy0TnP4xuFPJv4uQhJhy-9rl~h
zZWpFbmsEF4uUN6d^M(IgYmxe5#sk7VL`zdsf?wBUhf1@=#6(S&QsDAy94t6&9Ku3~
z30Um$WQe|EJn;!OEIc{y7FDydr6*FCqJB2RZ$CCRR{Lqeh}ch)J+%)~1g)p}K2Kf^
zMXCo%TS<*VC`#r-%p%VVdMiRM#ON>vHs1KL#v*``NTj5sIDLjAxltNF-ucdzi{UX1
z{&{nTeRYb@yUJVTFU2jgH{(@f9QN#a!e}KAU1{97xvN(XWUY$yguUo9k=(M~TRiBmL?-g}O>$?m!#c@=FiX!_-gqiDcOz!y@reOIO!J
zY1y7Vdqm&?0?O|VMOVHse=1^K0TC-voPXlrcI#3Y7aJSKz$a5!Ly4gh(MWD?QX-9U
z9Y@Fh%rx^dUC!y;N|=++u*s4V)j?agY)Op1s%hLH+zmuZ8VQmQQx*g!CTcCdsM3?3
zLxjZPw0M9iY$WrBJvxg3Q%}#H;`uR$(T$KO#=M2yp%|oRr{ij`k*tr9KQSxUePz&%
z_wS7eUJMDj$q1Vd)Z?j4-uX#IU1hvG{(Sb#53f`o!$3u(g|s=nv&m+QRhc^Vl%no6
zSZhOjdlf9&FQ!{h>p5`JzS9f2>qZgNh3YYoQ%jk!o!h~|qk>m1($eBr(!(uu_$fa3
zrziWWRN)A6ePxh`yV8USUKpS%jUIh7?K|+#WyENjI$lF$pTaSc#I_$N)j(Q<4c68R
zDJ*Z`A^rUVNjN7DAD-`DrK5F^6jDQ_zB`$^m6uYTW9T}x7wxUOy
zO@z^FE9Jhud(XuhLrY7Uyu>NW%8G~Q&M`4D*-5C7_SP60gcCTtjv77MaM!MBva*=h
z9_6*-uXYH9CiZRmSJd&r)52>=QNDMLp@YMW2Qe|rcI>F~Z)=}5)leruQyj9GH&5yl`r7zA#nz0LOS@Ya+pk!=_82vvgu&p?ad?xQX9a^09>Aua>j0X2h$i1$
z1nRO2l+G*^o>tmWq9W}~982iw#Ib~VM-TZY=&?FS7zw{5%#IYMPF;37Fs5bLq}p4`
zLq@&+!*UV%X9L(~9Sky4^|XZB_uad9&#MoUlk4W>XVd|uH5J1R3^aY
zH-dj`?}m?Am=pWOR<3+!$jYFrK|#l`cEd8C9O?G>U+|N~2hr2(DW_`*vNM^Np87u-PD>ER64PL{e$I7;GD
zA-p=$aQ~F-x;R>tHX`<=xw$#7tn4_g>t`+l;hm1_deTgM09_MErQ`sfw_$@KX5X)f
zk`loW!f?jROPb)?Jc3*aa*1!Hz8nM-+AEVgn|ew(!i6+*-5~V6Z!Jm&sgV!tE9kO}J5twIYmvG&D4X
zX9-@M^4PL`!eAe4#6ABGe>b)ilt~k2$rt>Qj<3(@)2Bs5q@XWMTtY$IL&fxJcpJZK0>iTQ#@))~1jR)KBSv-|aOiJ?5Iyq!7
zYeg6x3kx>>t}vXU&tJUw1+Cc=TD(eBD^DmvG+PctQRD98yei(@ovau_gI7l-^6t65
zu8mZX8qblASI_{p-h{wgWrhr$VEXVll$`dJ$Em5^A>(=-OP*RgBRgoo;=tu9Ml+&s
z-qh}RU(^a5E}seuJ5!rgfBP^1LMMSyi^Qg$J$eX7V=PeMM1@5W8&+5b!njT_*^SAx
zC@Xp7Nx(KoKmzzf(jsuZUc(@2;|UI9-sDMEI%mB&1gY2NtzLb8_3Y*P`ZBy-Es6x%
zKZ%4oJ9gL9re(ucRuW6?n3;z&?JeEPpD8+H#z^6o*3n>9C|1=(ST89nc~@ydlewSJ
zV&T?=Qu!%;UKp2s)`t&#O1;<@_*dgAhl^*gqE02Vw%juc9yltwt7)y$Gu89iYixym
z_sWHOF
zMEVx4qul(*>}JiFF=FDx(3CF59O?8H51IB+YXX|=mrl5UA882M?_CllzBj=bs@8*r!{eGz0p1z!_hgd222+n_(mYMlfq^A*VV|cpVgKz2BykMJm
z%#M}aLDE?J?HC8$u_y
zh=(~+L7{`NsiBr-mmi^k@z{}=
zf!L`BT26|fnKi(vi1taOvb!HYjumxaaYM%2w};Q1>4#TVm}{GhFy2M>Cfw-wO>T^H
zNFy2e+y0km8m7qRa^qlGa}x78=vH~67ONZEiNsRO!i6EOsNC3=+k9qhEc0$YlgC+K
zy8ob*<8{BX7kL!BE)=a}eJvV>z>=Adi(yi2=dNAbOEboA`FLNJu$}uD!6eJC%j6r1eXo9iZB9`9z-K_K;-E~M|0a`;4LKE)pF*@Y^CMacRxm~`37mNn_YGi?U+_D{T99vAR
zmHQMK1TI&`i}Q76W&l{^=*(AXX;*=Tju~6$4^@Lcor_H78p~2%-iRm%T^}uA`K!1S
zvcQHkG&L>bYW+%G^?5JF*=X#ujJQGk8w>|JNoWgjUz*Rmx$f^jkHR3GKvSa#>oZyN
zkGK~T-7w;Yp)Op@&FboEC*RQ6*h|vGW-q|sapa)EgWrGwC$-^7obv3MJ8tB99Q?|d
z367gEVf3{|-`uxPLPMf}m2e~0
zSA)N;Mp&V{DrDWK%U#~JmC;FX!0BMcdkv(bsR6?S
zKmSQeJ!-UL6pah~(}?IU6<-}N9p5TCIDB+9!Y}&8&MV|tn8Us>&wP(Ta|w3)WJdRr
z^|&k{Up3|FQ#S+M+XN{SdQ)6t*W~EdRudmhG%*3r(G4--&)UnwNYk1
zjihnB%VoSf7I1i62f`6BPU4TK9R&-;>Wa$Qa|}D&g`5{RS!t}(0JgHn56rkPvnuEz
zWM!v0s_XmC)kuw9!bH&#r^yDS9WQ3Xk;O#JbJW`>*y(CuOb3UHZ
zVpoTRgq%KcLK6YgRi5^1I@GqxsW!@TAqTVO?Zz4#)VmL#oe|1&iQkc4lu%4k-Gawq
zmAjBr?HW?|UQ3>HD7eq5u4u};Vd0HWy&8*&Ci98nIF9J4UC2EPfW_uzip`c-t#fB`k=PBx*_VJmkRb#o005I05K0Ci}
z=8^>q{Mc$I#j&*ThL89kdNnIU*KF^FH}?2tPPU(T>5;kqs0brHD7U_Ha(gn{QZw$S*Izjncaoo?5$l>fEV9W{E<7yE52*Npdx>`YR<;u(a^t_7oLM-ZSDsEz!1glm
z1o793fP2|#!)`1EYlKWp$MUj~TaW=Cz2jxCIrMou-;JhEpU%lSTK*bMdsR)%C~*k5
zG~95|V==LPPF}q_l0>(Y5fRhYtX^%vNBg$I>618IvZ?k78wPf
ztu4=9)a~#A&VP?v5BJgyALdR|h`47o-kG*VQP+@59|&y&KS100+16l2;5~T5G}FD8
z8n@K2Io{B|d_`@tE;MZ8R~US-Or@DKe^-{%^UrnSJd{)4d;gX`+h;R~6z1@7SjUMP
zRsvdeFG-z)6Wmu|^8x;O1*}twEL$%^&YOV#7A){Y?S{OY+bHVdQLVnwBI!I
zvsOQ+bw?e>iPV&uYy)hl+@Uz7_VCg(k>qo
z`qnzhsa&iH6?#7C1$h;f{=%V``Xvp#L?oc`!vtQzC7;-6D={!O_CzZB3F|lTR}q^r
z|MwlFiBLnXPVoD5_Y%!BTXTfE`Y^z`&ki)qpl{SJzxMxtY;itORNSqCLt=e&!mlQo
zN&GP9CVOFq$@-eHw|-t8z|Apkl#&7AP_ua-08N=
zsDD;JH2y4>R?At4T!BxS`+Srww+MVjPKJ{x)R#Cu9}VuTTMxbETJK{+`&@+v;1*BEXc
zfqO9HblNz485kOhSaA{b07t)I!GcGO=8q1^Wt$5#TM)1g22lx94Kg$Miv2=Ql|EJ7
z-S2ejEDM>zQD#}of*E^0ldBm75Fx6o#Oz3N79~
z_`Dj?c6>S@$;gfq>y#$w$sm!4#O@4zW<8w84(wSoA$~
zeay_vBoc72C*qQAAKi0z`c4w0tgUaaR!qljl*f`x$2yrzLqy?{TQ+^c0(+nZP5|b5
zMIjpQ^gLVn<4~_uIj5}h9>X|ZUb-gGwXBu2fb6*roK5^n7x7aNw~9xPqR=Dn6Klyc
zWTKP|yE0^k3gNkj+}sk<)2l=37WcI8f2LwhYiic15!)__IL>v<1kXO^qxcvEjn&GD
za*%VA=3HzON>BfrH#^gpi4;p-JLu}@{yU<=!Xy-IHw%hf02182y|JBDlcYzzqY`hA
z&vyCj4f_2!Dj+cO@V4skYR1o`A@`a|&!YYQR9xJJvjD7hX(3vm<9rQs
z(Bm%Mx;+u};=Oyy4o*%M+%)EHRx_7clAgpeRW|BjGJ3az~wrluVv?BZG1wH3L-tyvJK40$~ky)s2Uv2>5X4K=ev
zF5(jfk1YIH6K_4i%JMND>NM$^kftR25LqRXLg=p6BOVrcEbS!JG&al6<~!}7ZM?X*
zv%IzP?GoF#J;&9gd(xXK>m=lTVqth5aHGgIqavmOLQd4WJu^>`2T|Vu^J~n_XIhghy4Bh?`OdGR_u}K
zsXAZobMz54T~Uw(V|6L=v2b?QB+Unayc0|gyKfyqMJ%+#D}xR{e5eisxQ|StUb2)_
zNvFI0&fLZ@WNu3c`vd*e#DyHospF<80VdzwQC%+9z(z9;6dL@mL$Kd
z;=O=g=F2_SNmKoYQvgG$Sx~kB1rlqhgra>v4Ha2$b1xBAek)CRo}aqMDE$_ztY2PQ
z9-Aihe40bv=0RnfzYy4mxj90%&TtC0r@KV*sHxoe&m=Y<`6Qp=@3bgR1TVy7ju{1~
zWQ6uG)LrIWnfhfvCe_XW(N3Tn!(XnCh$0j)BX!wo=t|HHk<28i`R-0)AfHDh$v_cF
ztlkIOT39G($93rS-5|j$;mC}oNf#7sJB0_F4GQ{2C`PzX1h_}W-mQ?3BXm>X<((zw
zjiNRp){5=t@G__Lh|Q6Yzkf6@+q^w~slpCJQILpd0L8a2dRG_%*aO2|n`H&fH10(a
z7tQC-=BS92yAI_0NST_N5*5q)cK_0|gWc~&!M3MwwJ(v=9&-F{;n9Oq$-|^s5nvpj
zC<-00z?y%V`t=C6)8rBswK-Z^!n4y)#TqAH=;WAf!kM{#{eJp>ag}lQusG*~d+uwL
zo&(FrDd{eq>a_X(#uW(>vV)wAe#?L4YYjLfh&h**npFVt38WZQ?@fhY`8)BF#Mt7d
zC2@IX`_;a+TBScjg6zg66w9zR!V!@eMcRvq&@C=46>5^KnBAcZs%s&*xJi@ne3dBc
z6|1acLRPQ4LwXmd3)?FnWhD?Db^s54k3E{LHXKW+L}sU~wYc-nN3knhdnehEQ>OF=
zcDxlFe3%#yG6*lm_Lop8Qs@LUB~M+K8x}BBr*B!HjuwKOP5u@;M$k)nvetfG8`&dj
zTdp=I@!*y#;hUbfXnO*CA6>efdjU&&S(>dQBBlhmHW_eV2KACal_d!o8Iftq2~M8^
zUCY)aJnmp2;|7>TCS%q0Z3n{xykcEG0-02(ZmngySZquZEsnB4csFVxYd4gI3ofuE
zB`&vTKwCdl4jbl0mzak@^g+=*>15x2GPA4`1?)Cpq6nY{jIMB6;yBWJ!t}C=
zBfRT@7WzkHUDg3iB4qD&W??6xLb|L-m7v3K_jM|tnf4;aF3yyn)H~b8bw{$Vd6l<4
zuL(HZ%*N&y`%M;QYofNin?Zg09t6xq$cPbpPbz415N4&;w#xZJ
zos!EwM9HvYlR3*A0!AmdwwE3@(Bin-*l}mNVI%>@^qB49Tm5ZP#;=uq=ZZfuyZD4%
za#lYn`t>)i}d);WubXBUk2J7)iIl#oHey@j*jOf{w<#*>&=1x?BD(Tb^a@S
zqi0OPAn}`j{+rcze}1%o{(r_DR7d~%C4POH4F}{uzjdI+bGb2L|NNZE$^ZRF|9KYE
cY}#Z_znNw?rPs4Ep{doKzeFo!uGxYA0dkAPp#T5?

diff --git a/images/julia_logscale.png b/images/julia_logscale.png
index 6ff8cf14f71099151aa53970d6dcc7f28387568b..b69f0ba037c6d9f2f1c62a5736c025905476c874 100644
GIT binary patch
literal 48458
zcmeFa2Ut~Ewk>?jidg{_1xiH(L{Je?qGBXUPLdSKB9aA3WuinB1p$$aqNAcvDCt-6f0jfDh3iu&
zzfnZaoRYig+t+NZDsM4Y^kX8|k$rb?L}_I=#1G>B3KrL7O#~Ec{eZ@&8}$KN!2Fqut%zM|{eh|M(*#
z&ZMV0@@1AqFK^00m6QuQ$;uD6apuJ(KHR%!kFb2SLQSSwXP?o|W7nS4UsJet?OG(`
zyaJc$_Y2--I@(vSs*Y@5v0_Em%s_TcsF>GIr5zMXhWsYXfTPdHt4ErL4vRCp&qf~&
z4GrziooJ~NnxDEjH94u8%AsnSTlenj5msJa6`x~9mHPv1P47fu3e%~q6t`jit}}8Q
zR9E;5+>#3tzPD4*a(-@>hK?>OdmyX#zN=m4nyt+5i;B*d^N)x}GK9ylvancO=53ZOUQlP@b_$!D)gIAtSNd7CSidP69~qH-dG68o&Q7a0MQI=2
zzpu~@unTiyu!*RsS7fm}?X;n0qSYb(;H9*TENTkn##XYb9DTwPxDy6)C)B;m?#;W0
zF!id?)bJcWER8G4B_a&zslfA$b}46O`djlg
zzI^#YwQk+B@bK`Z%a(CpdAoXcwCdu$aUq-02s^)njEsz_1~sB$p6skYcrRI7TfY#v
zm3I5~ZMjI9ea$9C^ih}6;}~qZcE@Vuw?xike5iNqh~%~Cd0$c@h9?W>wHk=wX|=5i
zYVE0s=Dzm%5QgzWUS8ht*qD58Z7jF$N8c^wDGgZ`(JMFXiokG+`TP4v$wzzo+YXD+
z3)rMo%%vITYreX@g?<%<($sMC?k4=p{9devyxZKqZa$-iqy5d^y_L*mox;}O|^Srb@fyPolfi(5fS+`JJA~7*LQ8Kx9(!u3+}3c
z=Im7SZkcyQMTX5;76#2(sk!q%z7>)Ab#Yl|(Or2Km#_Qu^86S^Ci>RIz&(F0>2r^F
zMQWFLMq+U34qv&Olbbu%8=r45(orUQ;X;MoM6>STOucS^ensG^;*t{Cc=g<)=3P?C
zu?qc7nX*;k7wgv=gJv1al?}OXEcTvW#
zZm*!@Hh4z9pe}z-p4+gtI?rxq^dsM(9&UcR!^c=ISx3Uj4pST~>cOUuM|j7Jn9H)0
z#G8}e$BbL}!+B^$E8jlY%B@{Y9jlrtb7$4Yyq@FuVo?zh={qaeJLle4L=1fW=8cD+
zUo3VG8#{Yxp3ysJ8k^Bi=ecbsZ_G}9a~+p5_&NEb7>hH*URxV`$xk>Q57{_xJN#W_{f;ANwsES**Z=x+?i?vokosi~^daELXiiK>;YY5RTEQH+co
z?nrVbO~2~gnl)=gFJ4siNef`
zoaU@r?b0zQ5ACj9(roYUR_=0%#Sque=iK~p#qWgKxr+j0&t!3#nrKC<$-D$ZgCpKY
zZASG(-erf4be7jKI{XY$PS!bbSJACH_7cxnf1{#dZOo_oWL>}URJ)a{HZtV&m|%|T
z3)UerN`?6e+)}{4tt?`6h_Ra)XXWE-yzCdI;V_%3^v(CUiLjg2kQsMmWTYF%iX->B
z8&ad)+}u*kIwdW7szt~{NlHEz78W)yqPIFeHdqmKr^UL{?+Sfmd3ia*($s79GRs!3
zlM0vgqu#RRYYJr++j6f6cBNusp`b<2v#^T+ajAxNJq5on!>09pGyYYz>ihSrB9-^o
z?@Y1iRS54da%EJsx6d0NXpRmH{LRT|$&w}Gf)q;I_(_uXieuJpe+4<3eQT^oVeWsNF7ca8EXq4?M&7CwCA8&mK?HLLx#yq
zrVp*H8gAy3LzlUYTYfrg<&AvgBMVnt+=W@vw=3b`i4(Z(GByPx8aBBnAFj$MD0tf1
z*@>B}rIKd8yE#u`|Pf{=Ivu$ifa|R
zByv(SZrT*MQE>9)vQ-=8@X&|@oLINQWyamg}gJBgh<*JD?>nZi-LOS=ujmUPj@|{hc&1?qV(y$xzxW8^kFr)qCDYK5!PjPD5M@_z-
z0kpfdFU|sy0hp(1xV_|I?!^li{*aN8IePW|rhWVO_omjVS0Vnr3_9(^hMjNJkYduM
zk!m1sg!BMFH2uYik$T&<@RXFJWdTAOfL|V?^M=}LB1o<@J9kE71seijyf|SNrVy_l
zi>WHPlBm~F>b+qWaX1#6K)lUY}MNRh^M7u6{Bq+CQ5Ip?bQn&
zWB)3_G)ML$M~0*708O9KhuwC|5nYv@8}4r-YSnD9jSDfZ?kZ-&pf<+a|K`^+mFiNVa=%pmuz@oOuVFOLxO
z;s~|8w)YY?wEf(au7p2-eN89=ua65QdL8er@tEM3FKd!@FUm*Bi7Y~VjuhkT*W)nV
z;Ydj(nA`q_)GCw#*G=D19FqnRu&M~^K+Gs9E9>`E&nK{!YU9Q_mmOT@15KGSC(Z#+
z0`+ebKwz<%o9Y~^IK2@-{KAP7Cth&rKDPTY)+mC9W4`Dg^U;ql+PF0@j)P#ztIL(N
zD;{j!f7E*TD#4OKG0)^CRd!c~rt<52^o{)T#>sHJuO3TD7JD((dZfcg`3NP@r4iHH
z@zF1ufYu*Bevq+_7R%yTOUqu7s8#g++c#OZZ$eYw-FeMAT(JGaGBS>nRB~=NsqG
zDv+TujL!}0^uHxp8M;H+VX8z!4hu{8bPQPn__Zp4J>%lcg~F3^2v;QOAW9*Yt-I2E
zCO8HVaA077z{=dRsw!Dmf$`^V?(PJ@HZ+cmj1U+tG&gyA8;7bCFa?Ktj*`v(#VU44
zXdsS*5|^x1wBZ+$-_V~{XFUi|i=^Wg^1*$-VP%NOxFBc#Pt%~}ET-=7AKZb6rGV1D
z_xGzg>n_}rqxsxV>(KD<=<}`&QL33q(Iux?e=Ep(gv=|4+cz^vPgR>+8S?!3c3^pG
z!=}4;m#^P>tnYsHYVzwRO-OdduC%b&!LnkxQhFk`Pf1l(Rb+EXNlD(U3ec8fWhmn=
z37=!R<4eUv~*e!WnW9~C2Z&9c|qqS
zCraU
z5OCc>P^XjtpX}bf8?pLHp(|tjw<6bQ``KxgoSTV9jvPt3@#S@I+-^2D(Yd)fsQ%`yk37P~Wl=6Lp*Q^fLr+WY3^yYmH@Ez&SFalK?D*F1
zSs+P7>GPdD?Me&SUgGzaV(d`?V!U63N%$xf(=0AK)tyV(GpZ53{Ai!9q9`8F$jhNS
zcCD-D2pNi>8<)_k>L95A;y;Zpp*RX78@p~Iq|Bk!_&pb+j+)9)F~nWjZHmh%UcaVW
z%aR43(EM$=5)1b`yS10A!X%Wh0%-w>U&*;QG=9qQp3K&5+s+?a;B;8H)7ETFOWzdS
z_pdWV4>R6WBqb%8e|fz^(My_XFZFkL~KxQ}mK$KYaKw
zDblxW-AZDZqSrEVBib95(27c6_5Pfl?Ki&15{V)!H+Ax$vYE>aubcy?!y~%GJz1yO
zlc##zck^8P9EiZCQD@@vn}C2C7G2dJoA;9G-ZSGZ9_FJ|<3Sjer%#`%WZVck=d%4v
zO7qnt_4(wBn)qoSp2b@s+Qh;5?W13h9!{2g%lzwmYm+*Z+MC~B5^T4-uBpvan90?7
zwOKd!GS^#i<|-Q9T{UrPGxv8D)m+iQrR>}NFIqEBP0wUyxd{8!P3`1uAt9{m<~c05
zwxL#`k@0Z_@EX^3MBXXLm7(;YTD>~sLk+q4g8n;an|{Ak`s&WA_QAn;M@I^npySv0
zkY=!s*sQFqjG8h&UA`nNeA@=u8Oa+_LTo+V(TdNBS{@!A@?9oC$}!kD(U;%cAO7(}
z`s7K+hBTvSR@t!Qqg-GP8d42|v|M(bkkLu5SJwq@M~>PrLN-*XPV%hbkFW3CI0V@A
zkNE%`^d4=&I;CM?h$|>KX>DV}cIc4Q-g7P$7lmfOSMxA4pF_SQC7nW?Y9vrFAyM!s
zQc6nCAL9%3${Z{Qb0^q{uOAojVgrqYc?s@mI98=xa+*zsX;_7PEBe(&}_$
z4f$9Vc_49{{?xh@%YGFgs%YD(;qf`lysRsOz%vwL9BNs5Z3VxRQqq3%%PIi8o=`7!
z(}-?SLm{=iSi`zF!gjk5eQnOpliszmF~%*
z7Bx9}6R}bf|5)50yp>ezV@^&{@8A=4}zb8Hn_5(}IzAEP9V
z>}=B&5~oSXrBlsn?!hoe^M|DOn1H9kVKi#!=MiA(w62#*u>XcrPZ(bl9?R*Xf+5$a-FX`G+1004Law)^^
zR0qNs6oi{h#n+2dVin_-DIB$BUbv_Q2S`V&c)x`t6DN@;JoZr7m
zUBv6P_pO1aXD8S#1)$vT-Sn4teB2~Hz`9ymK5c!=$-r~jO<(!rd7cX8UOO-HXDBiHU
z$3C5B>;|D{-sR=%%Z@Y=tCSdAF~q{jd2zp_uau5X7@I;&gmK=~Ik)O)#rR&npq(tp
zqJ&gR7f!drCMQ)SmOY`@5@HjIs0^zkc8e63mgcS9sEY(0ZTu?A5ixTeogq+kD-SGqzw<#USq~$ex-U
zYcs&R-Z1|01&Dj@wBw4V+W=2Aw6x4v5rkSrvGfVWZ2Q1K-0su&kKf%@E;thtBDU76
zQHM=!pszle(CD)>0G3gbe!SD)-7ltGt3MJx=iu*MlV)^@p4a>WO3l#IGtXFMpFMs0
zCB*?;(moM@IJWUA%dU!3gmRIQaZ`v@X-_Z$nSugU=3C*T8k93vT$Q&V>AHz3j651|
zGAn1r+C(lIKhMVLg=i02AtP`BjIr493$NaO26zyO~p5&=^7%$@O?QW<+Rxg=s^_W@68ZUIEhZ7IqQ~->
z-=heVgw_)jR41T+-MZ?n7x{z8B68WfYgddPpOpbrH^TL$YM0RBks?psS^0wBI_Y%l
z_2w*nKuLm4F>1^hC=&8PxCDW_RO)*D6=}=g-)>yl?#H`rs1w{mu-DZN7f`KPBP}ZG
z9477^Y|&e*52+$bCe-=<2Kp#yWf8zxl68IO4jK#quz??8MbIZn0@S$n5pQY+1`Z*i
zd_&$^kLhjPElrtbgq_Nr>hK{P5E33>2!T6~==l_|N)G(UTnJUM1#(i=<{R7S>S@ax
zu?uMGn6gyz{{b=|TeAq6qe?j#HZ(nUp5Y?#rSMh$mtsL3%~uI*auI>jd(WNVkJC8{
zj_|G`nF-3XBS5EgUlz-*wu5&U{*ZF$sE%e(^_jD03Auau@?}&~W`rvN$#JCcO5%IG
z4Y&syK4csw0Tk7z68~atVQ_6L^RD?U}CW&
zeHZv;0Ir%EZOZ*qivlwX4dLQTQ?_e&=wxM4i&R<$^cN46vY6hAZBn5U)OE3V#%7}+
zSNeIoFngQBFWotG&;I@Ay)(Us=N_ip{7#NvtC=D*SDj-CkxKCr
z^>EF1Ws{3*>p60rwbP=dW*_DL>pcUDxBHJ8xa+3Z6+nv~0Re+ON1Tx#nUUO3>s*5*
z@$|#hN)W4oW31?$;i*3Oqt6n68lzimj?b#1x%Z9Q1-9xn}hX;2oRJ7N&V
zy20bsVnfTtsb==_-v4kli*-g-LgYY*p$UO#kBw0C^(X^J%Cxpx0^h=@Bih(JKARO424FueK2UYzl*_A?UT
zL#w~J3dK#0bV5{UzrU+|wd!W3P3mOuw4Ikd<
zev4&nSwA?sUa#NL**ZU$e&xy)vd~GOGpGuCBpU#r2IhJ8{;okw1yYD_A(w6X?cXLX
z_OBZgtJx
z$H7+l-x@ek6Cr)NrKQE7AtjQKU=ZOwCv9mt)nmW`MnjY!H3a~BHAp<572(Rz^HZpW
zz%L-MawOMZn}?X6;F^pG3F1Z^O1E2ld^|~XSr&$fUEvj*h;jp2miOjRAehsIyATu<
zBuH}4o;_qah{&MgcypNNdJ~I?^MeN_lXIqNyqxiaIl%D>FMdvpF*HX8_Z6RZI~tD3(F2zGOoe|i&j4I%31k%_2zD_6eV`@
zwJ5UN!TjKY-R)i)9HaJ!7fQeA$Mk$*kmOWBaG6?J)w%5x+cgdRBuZp-QXFxO7)6C3S&qf32
zNRw&vV3R)zVSQ?P+5m~s24UC(_b`v7Fg!Gr@%1^rA!{&iCdH`n7!d*AIBiq}q9imZ
zX69L!>a{U|%8Rao(-9>8ArZ5H5kH_9SKapNjyxoEvMV__B;7{)lFJ(=AfSfMmLorV
z`S|zkgWWP2q_*v8xiy$N
z5szC>ERT;U+W0a!c!3cge!q8kVxkU@6-21gh7^EWk#{P4%M4PZ!1a+T5bEYp%>oL6
zhzAs6Dwb{J55zVDz?F6jLD3y8e2)q#h~V|6rlwtm&aSSC(9#H+|8Q+?e*WTSm=l0q
zBQeFKbi#yt`1-~mA?aa-Ort#ZDbh1pf>;sUtCsJ
zgDMJU2UaYpp`ja2KLB@#GywL2=)A~j@+vAX)Nl23WBVz5`0#-ZoK@~T5pEzhlb`{#
zKonbOxYS#>zQkPUftugYc@v5``D>`da=_KqiCX9BPnezozZa5aHE3T`P9n79VHiL-
zJfA&d5+QRdnxbK9nnb`bl5aQ4AwnJRQ?uEX=rBJw4bFV5!7yGQ;=ST7-9ncg;5K}S
zIc1~J&x)40*K0YS-J}|Dm>Xdvn;tmY&CBbXRsg=-jS0-oB~+Y*F~asr-Q{ts
z^bH7H;3$IjiFtN;>-tMWVyUv{v+S!tMIoPUY2-9cMZ<=&G5E1{Ea+tq)QvB=4Mnp?
zcdVm3dV$ey^eNGty&$zmX}Rp=k<7LltR=VvQ_7bDc1-2vc~=F{339j=#=Yn1d4^Ay
zjB`UFqzFT~3VfqPq7o7OUbmzX$rbDt9x0*4VcyP3s*IK`_ebGQI%v6Xlv*9;b0OrX
zYQ9?P6!@MQguAQIT*e%r;pb&}hqVg3ATZPdGWKlJL>6HK8X=Ystb_K>&Q2+_GiUBX
zuo#=}jc;u1Ec59!XT0#Io#NIZgORTfIeV~Kh^EM`Rk-ff46F<PAcm!LzjNO23KNph)cd;=zRNsgF6qLbK`gvx?*W2)eBug{FR0*ol-n6!EO3
z8FcO+fOlPm?>u&NblmbtUP33I#lC`I9-A?0VL|88rogQ9Zorii$X(j7lv-yy$1uq3r3;{s<`+*+aoSd9+
zmu*M)_Wdel$)JWe@Cyi#r9?CBEm}!$)f5DWM)PG$70^&Md3LvmzSsG2cK*^C-E#kf
zA~rMq>GZD;G)|#j5Rl}iwq(5ErIRc2c;Xd+`6$#P!c&9y+%S9R&K+*^t_tBI!Ut>G
zmKH3%E{!7Wh`0E7svk!k;P{G_E7<@eU>7pE$<%9#e}5_$nvcP9r=g=Z$0MHMCcFhi
zKxy3m(VIh>3%;F(R9PfB(W8&e^$Tk;EU93t=#Sqh*uDB`2qEDrW~qEU__9
zk)?1KyJvB0lE0U=6Qcu!g=m0i1SYG77Q)VWA2|zIEF~S%YZQ!DfZC4$NbT|g0W@H8
zsfM?u->&@cCG};?DpXPnB{g3vrt>`HZH}aIAfDp7y1K|*gd#Q;7E4i
z@+Am03U$_FWw=%(eUAr~mWmS=%gubePZ>B`jMSRQ!r>6Uo$NUCH$t3xN$wLx#J!dg
zwJdWJs-KGs56Ev@v_k9)@(IL!FFm2g+jR&H2TYsrpCtyVv^zBG3o~pbUY0al)T!-@
z(nl606$VK-(3(kAfRv{Q-HR;jns|+TrEf~H3Ph2Dxxt_@EtdG800%z6&gSjyjs30g
zbnQ*Al#ZQWMC%3#8dFfHrCAmeZReS0Ha!yk`+1k`K}2?h;NeX?ULsyPS1}}#r|+*z
zoG2+Rea7@B0g&|gb?szU!x%gJ4RJUUV+9?a`&sWW2>yi(_6CxEV>Jg`Mr{AO$6eyfw#4$za*O4+F
zZm=8@zQ;f11b%eG#c
zbtB0*+z1v!M*GkDmo877Li8cH4T!b}yU?n^USNWYtpB<_1xr<9Ec+V(9*F}C9*a{(
zU{ovY103cuZN~fb=LHGReiY6UKYr`V7XN^Nc%;DqY{&{NR{_hKZ|BdP>H7NaAs8Ru
zHx0r_$tj#!YP-O^63>S04C0vi^r$`*uo;yLm7!;wT^WVqAR30-UF$WezrE83yvXr`
zrs}F`XTNVmcr8~Z@<8$tjo
z5YewX@YFJp=#iL4)We?;Q6dFyjT746peZ9Ucb<4TvDhM!aS*KBk)Uco^AqF=TACn1
zaF@@XKaarj*27|+#$b?D3qCF8ZCwT!J;H`0X_tJ*m?N8ffE>@yuL@W%12{w6t0*Pd
zn3&F}Wm^&+Y!pu$1<_gs#lurAtG>_DxKcF)f<55q_c1Yb5oZ-Kwp#XmzEZVGx(ekM4}0(U=}d`Ab*I51|-^k
zfg5_)QCYAOdAid-MX0#f*!UE|)o
z76hP%!oqC;&MfQ3m)n5hftXWevLyP}>NirS`AcV-wx?Wg<|QuPso{3A?t5xuqk+<)
z;V`g`bN+;Xn1}-&m{tT|xc3N<054bPW1OcSa9C%gQjGJ1L8<|gCE2I&FGOtKdoJQ)
zfFLXokOUh-wyEDdh3bMB6A(SP9p-Eyf!W<#xsBPq+qst;W^%iqKZf&yyC
zqCpE2s|DP%P+$Zr@p)44VRd(7pVVPBYjoM8?k43)i`|48LQ8njDo!4&0adVYV$cA>
z5F+SvKqeQ%F0{zXk2^0NPy{uTlqhBX0+;Y?D1N-awZqgs_IB&VKS8-%180_PVxAKGZO*;xA2
zItnZ=+C71%J^l4*zRlb3v3p$-0;50nW~Dc+%IeU&C{1DWSD#!vcxrd?iuo
zD&DCoYHC!XJBX65s=7;-M>H&Kpt8!dmXp7g
zD*i>B{a5-w%&aVy6u?rYrnZ#w`3Kh;T<;JAya?i0(fdR|TAG>cqqLQdbCG@-$KK7F
zue4!kh(Jx)jU@r61!dPWP7QTbh2|CnxKQStC~G<1agweX&;kZZZ{cPoum9aWCmjPl
zOQkH&{!?Bv6;n!B(PuAEs3SOMW)ajuIk`jI=g`v^FQVGoG!?z>$h_Tqm;5oF{QqlR
zGt?!Ji%7Tx##hAV|D>p4*WTl{Fc<|!ubXRDwABv5olabrb+Am0fo~$TLPNeoKBT^`
zp2~%fp4?Hij$KtAM%}O9zJXkTc+W}51r)kc5KE%P7Ib_{I@nRw8h}%hmElZiY(xMK
z0!9Dop8Ud2aBN($L}3RhAHd~ABU2K?G|G9CvF#^kx
zvTDN&n6OBA1wySBm`e&}{`Lp9bL<;Gy3g1>g2nb#S3WggAG`cHL!(9m6N|b5^*Z;Zo3@KWXCze7
z_%U$Qgl&U_Sqn6^PwmC;sBDA?&jp5@IP~Eotwya=DX@9*nKx@T*CL?@!6^L!Ra;Ol
zVy9aOMAKW1@FAFgf4>=~$1W1UktU&(I>`1e#3xGne$qZvcLL2cxR;LV>xS7spT5Ga
z5d-akPm|Kp(vrIs;r&4HiVIR%_%^18@Af==_q75p1vR<#*J+o=G=2spg8qZ<>Vful
z?N)mM^jge+Qu+ql86b4h!5p?Rs!$B-8hOVz0Liv8`EBm(+aonFKD1F>(h9)4AZ_&a;3oO
zc32DI5ib*2YSVBNlPvoStU-Bp3jqnG2NMQyQ4sqHi~#2Y?5879y4`H%9->{4T2AUG
zNj!&wqs@rzV1fO1Wo%@06!z_^qd;jgaSPu{X=_LzZdda9%ho=v_3Y2+T7(yGQQ}Xh
z*qckgl$!_Xn_2`H+LXu@{^jtTb8pk1`onnoqA+x0uQEF=dB-X!dfk>ex9CTMDeE^y
zuZ3x2c?m5^Mpl+)*RH-EQz_^F{I~u^U*n7H=(Q*7X=rHn!P;`~-aS^d0ue<9uj1_s
zOLI?jO;3*uNskM{7FOc-MI#AT+5QU}3A1BFSx6QILY$hJIRM%M
z1pk65`3(^5-=wE)r^HQuNl&G!%N!e@{0AbEDM1QNri(&SJCW|TnZJT`M^P;}c6raD
z?GjfH{o`!Y;;#R{zpwTGnR7c|)Z*uKUb@|gG5^5Y`qRR{2|r=l{(4|9)9ux~xAzvW
z{)2_%;6oRe;Ju<}&QwcpTB-Z?;O$~A-kjADj~+Yk*~8+qcF&RJ+fON96;WEhW6N(d
zmMuazv-WLS?jb4fHds_5mYtO~Q&$$$Q>_->Lw3ifKY?c3-x`f?{0%Z4|68N+uD>-J
zKmJ>z@%g_s8o&Hoqw%MueH;{u{X;jmE%I`5pViLAeuK)6u#rs`CB>0T*l|T*EqZJ|
z)%E5pT-Fb24z1=5S}$CaYNkjQC54i@bcw=xvIL1y!rgsuNm6x&iB>8odGttGdabPH
zMSNgmKPaau9(eoqnkygWL`)t~&0l)|o_pcfSK`+{!;hp>?jK8tQTQrkkoY}1XMg@A
zg2wvohfb!q*hItg#P7o()-ia>$u>t2f&H9+6B*G6!>FY;wWPabGvv;8up-iqh
zr&$w7{43}m7#2KM*o6vG4!mp)3VI9B5YSx`5*PCZrE_;d)TzOok;ky)eYN|E#x+Ay
zNFUL5CcLh*GZpa|7E&z+0beJv)rJ+YOFZ-S?X&v{AtVZ12k}cXi4Zc35Wm^Q09Gdj
z+yJ<~e!Y@i@`Ncjf5h(K=ggCCDF*Xw`_3?TH4T~NmTQ=`aMRsrp=1|F?>T;42@Xa}
zWU8?ZSPsPFDkAbA!0B92?rww*jzVb3o#H>-Ziaz_`ZmZ&JQ1YTyl$k@_0AZBdXNwUGG@V
zv5F>UyHv529*`RdQ!R2qw4J_7iC&5EIt7Jri3xXg3*_Uj%m!tf{92_NB(sZ+ld8<#t-LbGif={{;m(tbDx7pJHj{0Y@C
zriCs-*A9a}7bHd;#&FUb((~!1Q*-Fz^HkHRhA(7w3gs`O-v1(qBA}I)5_yI=5P|NgxTc85=JhZ)8F>a0*k{0tPF!nU#au+QuL_LnFJdf*6Fw6@M8oiR#QGoQsho=rw+}(c=p#y$Evz=^wxtIx}tP=$ey1;d-
z1+x$(kb!Jg(ie!M1USI5D$Ia1&4KoG>5aUfHwtVr%UN*2YAbs-w=aH~&0XwSDQ)dg
zlns(owos9Qc?=SQxp+WriV&;qRhPs}x`hu*1&})q(iG*7S+_61G?!ej_1D{3M#r#RTwNz9`FTY++7*^uyKy`>H
zuhyRhf0@nDt5ulfa4_{KAtkV$W+hsGRS#aP6AUUC=Z01-lyjhzEYOuN=0>{rqT{ke
z(JWdApO;0ww%6>}2?3b>NR)=Z6}o|>n|bk!+nv
zN+Dbke;IC8lvnQLWLmC@8sG)Z_od*+*xlacXxhGYutwyGPe
z2Ix@B?}hiiaeN9yZ}j+)SLl$uz$@sp``2eSA!9z>d%n2eGCC=#(z6^*YRS+y!iXtS
zIZvmIPDBO*L*K9ZwoTV$&E@qr-=Cg0N7EK!k^wyAuz%izOXQ-;Ai6F_K6Gw`aRH4S
zDeCr9+RYC0vu+^(SwxdXT;pqB_lxhc+=DF*vu71*{uGmM=g@wV*kEDb&wiJ1uK+MP
zUaL8j5>6^BE4zgd6Dpjv#DH`?*$E`GTbJut1ySev6m22EAgs`kVZ%b
zyHRN(SdvWCc6%)vgoM>hKkU@uq%a$${*p9N_
zw!Eg3Q&AxtHtEK_zwEq0R@#bwjgV!W-~3^w4(|l&Xf|4`$$0;$u3Da3l~saW(Qqn^Yv`8g=o#X*y!J-Lr#Vbe>U&s62W8*NPR`PU4Xww-nQ;0Aok^3atai^!zrKwU
zsPJ{mFXVWfZf`;x7qn%xdk;$*QjyCQ)PG;t=SUp7R;)vZm;TSUYrRtZ>fi4bW2d03
ztZzj~Z@g0JCjRo~7ytHOE_rA*t(HXm`$~aa!;!bJ-?F6N66|RCfJ~d#a-|{fe+ug}
z$Qd%^^}i^i{uhAa7f1A$RoU8vY)ZA-;yAjMwBwzWy+~QmfBVl3rs^Wm^k2g~|Lhk3
zs&M>^Cr+VcuRYmJyjx%?7MEpq$>KUbjCG7R)No6$rHp$EZkLCIhr{#wZs5qm@LD|6
zE%+7L`#Dw#zTJ0s;g2c*t=jf4Zt=fUD*vZ1_y4M8_%F`!|D^*68nX(OLyb{-a~Ryr
z00>gBd?w~i_Z-MBSqySx%a_nfM(5jY)NEcQVNenHJF>ivnfAh`0tJ67c+Hsx*hfyZfa4%3d$CX_zh1Kh>J@3i
zBUL&f_n{*v>z2n^HY2T*BN|X5%A&)E=<7HY$^VBgcn{JuXahqw&F0M}X?crxT)?^+
z7b9Xj+TBxeG6y-5$L*@JLTWGZ`uvNywLUv1CPtj6>Bb%4&{!PNRh_P}5P~Uf^UFW0
zQS7t-6{N~U&YtM`ocI#Df9Lwdl^YpiV8d6mHbT7s@XY4mFfaRfVDY|(R)AJmf|5iE
zR%@mY+s%r{TK)pD60-&X=-{(>qVW)w2JDTPz5UUhi!)(%VNcJ~zd)olc^o)N1}$^d
zkdoN(FM#pM|jX&53VZ*pV>BtNwq
zuT~IOFGvBmWc97di%h-k2QJOq%Bysw9Mr3xZLGjn!lE?rPngXe?V-1o3muFa&d#!PY-CR^iw7GnAbRQcypX$8}vd{*ZCmMmnZ`!FgtVzqJR;%vXL;ew|
z^fm5`FuSJf*E;!=t@k_q$K;nOY|amz<=r%{SfQjNwCSG^^6$`RQUV&Xys9cF-Tj#v
z-S4Oltd+%rZVr_@@F!6yZMX|Q_lJV&A(c;LASgDdJ+@ThOQ~w;w#)h2NF(nrRPGzj
zKExR
zmR>JE&QG{jwRg53aInim^E$9QMd}UzGG@~B^5TVo)rq0q#3Lj5G9yC?UqsctJ-C8p
z=DgKg@QS8$Yi_^J5pKU;jAMzo!`D)+mC-vr)2Lzue{7g-dm|yB7k~Yul%8A!-LdO>
zg#3Q$yhwgqID#==So9Q%5S$=m#k$@B`sGgr2){~R_DeW+pYiLQD?B*CoX({GY5c4~
zRmLN?Uhe{3C~k!tL*Ax=aN@Jeb1Py&6R7MH#pb6HQBl*kvtaV_>v{Gw#*sw30LO!7Y-buez`sL{Z#U9+722v
zE7>^UlzuEn@;bj8Kz#Z6<c!ZaQOJl!h
zW4{8d$IYPyMP%B&He}1iW~C%$FB+!k+ZPBmG-C(hFqG_)-#7ll{`*sx{y$fx{yjPT
zZyI>v++^!1ooum_0;evWmI#Us3ahATyTqqq>8DeI|e`~C?_FB7+~TJP9Ca@4|l47pOv
z>O|^mKwgXEGYM4lvJs~@JN0pNGNq(u-ANnot*Es>(a;co`qE6ho?-q5qkgZKv9r7>
zsT$;rF?S{a{Cd?jw(pJ8KPohhbhL4OPQd3$?v{kEO{?tc1Et5NCve=rKo)5G
zLWhkygyfV+gSOGt363gZS)0DTE%M)Bg;NvAxKdNgwOf$0Wy$FXC`(y!Kq#S;VJ@r2
z$u4K%I%wK5#_;{jop#cO6=iIPYenst%Wd8lD`1?b$
z`eSsJq1}=aog7>OyiF%)n*kehZf`Ecb~>~O5Pv$3tG<8%B`2Ul1ya;%UBz8qb)Ucg
zyWC6c@-vW8i}h#WgXj{ix8_1w?w^OS^@=8@^r++jN@nF=)DUUTcTz9_+ITs03J?SLGoGh38B7RO@q!Nt+
zqzEhX2}h66`NHi)yMj0|x^kEta)863!*SG}Iyv(KXGy`;76N<0g(!Qz2U)MSzeGc%
z2u$>F9Sp|XxK{b?dJiK8cwRCFIA14s^6Nu3PEJL*Le*`5oP`rn0ypQ*L_`w^a+SDy
zVpA7!g8)4n-E%uxPC+3mDQP%le7LGD8Ker>?<%-NX|`+$#wich=jF)3AQ$<6+{Nk~
zL#NKI);FL*Ajm0B3^eDu{vKdpF9-R
zBgtuz5bKCx)N-IH5@M+a1S4|T1$cN2P%z3`v;tIi7*qM)U(zPa({l4=cYSg=!Apk=
zp94*^m7`Vn1+)=&PsQ{BFac$l0_!-Y5J`EUf$)=irz}!`!O9^a}GMw&W=yJFNr)D0)fh8ReIrEP9wrvRhg
z#f96o)a}OPAu#Sh4=$PQZX8z94MqIN!~_pI6m*a+@FDafXhOa&g$?s#q2e+F>Ls*o
zd;RYuqXWttM4pWmT}^+2{YO|XG_U8+T5hGMH$r!WCXSZXVt}HZjCSfl-s|a&N}k#X
zNo5F<;s{n)RqZ8SJ`i}gaPGR6%VE+2oXB2+UeR~re!MmOGkwV&I5TjDQy0{rrq@
zNN*|nccOFhFw>$tZz0yZXe+nWEy-6vd!ji0DJ75LGWDY^Cph?Ph^2qL#l&D5gqIVgzFot%k9aQ=J8Uq^sY}g4mjLVed?*M#?9d2VN)*sN+z%)`e<^x
z27*%unMWLpv=r?)`YtEzH7C(Fvb`j!G&a3OrF{%d-`qF=p#!c6p2F?P)+0JqaI9c*
z(S30Qx5o|5`v|1bQIXvT`^LoXkOR}67K`$0$e?&&YC^F-;ktRfK
za#SR~C4RHXZCML0z{J&aY6z_zg4}%NP
zFra@Dr%SIYOky|Q@6DAvnM$@z6}sdGS#I|9F}ZukCCf_T
zm61S0IEi3bdwAl;H;U@k@37CNCk8dz$55*?Gcy;WC9MdM-Oz>WGMj;
zl6ctNnx9{f^9DBN3HTOlU5&Wljpy<~W6O3ed;ZB*EJ|xY2XTZl3HV-i;2d%urm>i0
zsM1(mnf+;vrSR&N!NO4rbBY95TM-F~vACJSoyKHw;>#Z$78_X5t&1;*OJG80T9RVW~{W|;oIfa*NHQGB#=g}(ZVQ!HBknYyc8&-3}~qA
zV0zOPoVReDBfIa&x6V#oo3S4GeQ)UwX*wc^K<84lE=LRBP8?IjHZzXXL7ITK-sd2>
zAfov@%vqB#g+mJsTww1h;de+wQ|~dH*QA3c#lr2fMgh0rsv*0z=J8ka>}KX;$7)q^
zB7hD&HXR!sChy=&RIS@RS~e?@NSegHm5$B;nru|g1mX)Gr2{FJr*Kz3+g_|0%m{h|
zb&zfc1gy_IS+O4w$@XpX8#F22!}c7uyvh&Oh0pSN>+FCPGYiZ6Gw09yAR|}dR3&4l
zrtMk;*1FwPubOb=Fg{(?>
zUIrMt$<_pFevZRAyb(;iAvXBnXzWioY}W_j0$FSd<(W9p5}D2u=*Lcfj1cDT>w9eu
zor5nR*CgZQs{c{bnFnIIc5PpCp_$U8)Gd+{O%x48(S#&aLW)LdM52KTrQDGQvlK;!
z<|3s~8dTC8kwha=B<1^^`+2|jpJ%^&OZR~r0^^w)KOUzts6*2CIOfQ2lVgS|)CIg6}?K&txdl&upgS*|b&7lq~A7_LgV=Qc)D
zMbxTHIu)e@D7n^2PHr?o@`ruK{#Q3g2Y%mpbJwZaFi-%ScUh|oxnAYsv*1}d+PiVx
zXyCi}I!JfjxG*mJ^sWz39=G}k*;%jp-8X?iI3pM!6eunIFJvQAdBAPRdOdsYHi+ok
zD9QSC`uba089bR({WNLbg&iYT+FMwJ{3b4beR~$!z;RGc{yyw8_VpcGu<`4w;zc;t
ziClkvWpTk9dTGmV@9n-E;p0it{_AitiP>OaFvO(gXR5E~_Bi>DJuY#;
zp+8FsTUz=TcGlz5odGa>#SZ#O?eX5d6&0(6%ho>;bs=pyDi
zX&&IAE^2t+$8MJ4q2b}t^;wk6{LVoP79+hl6BG09M8A}Atk0otcuEuy=J3N%^$Xh+
zQM~##zaL0rmGukQo=os=OcR~Fzhzy0&GGFQW4HOrTSY-EJfkTcMZKp!ZrnvPgQ(-V
z;sY(bxcV`Li}1aNx)7#sV!UgMLE+V?!tpS~{=#7WI@==7>pr|_}jG}O=Os^7UnXk6Vf&>swg2ILm9cRS;
z=#Hl>kY&=T6&^#yT+Jk&)r<+}w(WHZ+)~~6@5jfrU%r>U{CD!ii9~_W7B(|$UQa4<
zMb0YhTf*oc35Rvjc;*q$=eHq0BZr#u`YEUVd`YSGOHSb#F3XMU3imJL%bLH1dR&tOKgU
zFgICzbz|+rf_|(W!WBX6(0G;RxJwkRLP9SFq$Q?qSw9c2z4mpSXfKO#d!~fNz#i7H
zTVJmMhh~m{aM&lp4>rn#4_*7~nq(MGvIyRai6LWIjUWu}QK(|;Ro&<3urhr}7K+Kq
zU!$X478W5XM!h9^h))ijYdZ(gvq+$#Hx7E4Esh;D17Tr2iG7>2;_K)A$_93neb(sQ
zCDl7RD4PR2>2&J5O|qcNQe2O-Jmb%lx)$IX^yPz+zCC;gW9D8E>^5b}
z4b#$zw3o4Y7IT?mszLb1vcO_f*yILIa5WX%b11x@m$Luw$w
zL7+TK6a90`-|UuCVqhK2ef3MmJ)*%W>{^HbQ}8q>2~JhJQ(uMG!RGHJDfG3VgQ`v*
zU;9Kzx1lFyNI6kq3?vD^U`~}(Y~;c>WE&{Q+xQHdJ7w!h
z-_nIljWS>L^+mc7&`x?nYzGlBPq-P8^{eLkHXRb24aH$KtF4MTd8(#}_L($qXfG4>
z)q?6FG&Hp0?^cTbc>YR`;N3r2`W-r8@$+VAYEOse*KTsrrGN%
z_h}<}e-3m`6iK1rSHb8Z))d6UjGpvtb4D0@z`Yc~o2Z$d(jQcx{QaouD#(eFO)d|P
zC7?{Ky7+qSyp0>rlLHA%2}Cgsybpv=PQ!-b!-r>e*b>#S8sic8o;cieY!4?07h8%g
zfslAVs;2n89^UA^{L1Cax`H(Yjd>Fm!=hJ7-S`rR~@2Bahl5Y`#(a}r74n<7PSBj@7h-5laxJdjr
zPbpkA1jk7k@L4=%1{I(}hE_+nG@lYDOwdu%^Q_7-wFLR7-t8A5tdG!k3u}cfkrZ0U
zO;-ZnOE#%`9%!fU>%v>WOYkgIJyF?}_k`Z?l9h!;EKl0>^tJppiEm#x#o4PP0-C9n
zbwcPA0K!G$m;ouxCR}%)R6DCCpy)|dW0N?<#3SK1I+6#-S@)QJJt9y|6Q<%RH;O6F
zsisdDsD;idk6izHgZXntd3om6tP~58QtW+Mv2_m
zxoD>kO2oYps%2qS-f!*YsQ|)9cm+Pi-a`z5lsp%XR3gi>@-GPvK{PlycF$0K2!rn|
zSWoE*!t^T2J0Z`k56^Bk2L1@=5YG4s9>ps3=R(W@2`y$^sFsOqW=-j{H6{`Yb`A<=g_lj$yp`tQXfU?co!!>Q=NYp>89vewBhjbw~
zS&PJHw2P}xoc5Sr>6I3zw6pO
z{}Y1h6&QlwH4RbM6DZ%V!W5T~KKWYYk1q?}zke?-<@e1$1T14tD)Z*4k1->d%>adp
z*$#>6$7tW{Fl3qWm-HQzT_%6gb7ZPJ6=lgbJk7i+kGj-zJ*Erfg_kn>sRkxN4hch=
z@#YN2>>oPoNQ`&|Tv>rCHqo;9Td<_hJRrqlvOx)Po;LJn8ZpV3d@#IU7Hp%?h
zaC~e2GsOG8S&bh=pJaikI_&RS)Y{@4FrGjJ-EtLt?p-^tY|Qn>a=HC|Mw>jT^?B;w
z+aB~X?#xwQedl+0?w#hwO%*IR6j?IwlPL7XWpYuSPt=-FwM8r#NDyfR$2>dGM9DT`
zty7E(kyy?*0j^PO5Q4>Uli3;vjVmyD$)S#*@E;)2HbG&dgVvQ|Gf4~_qM
z0H}!DB$|?sxbnn`PbMy)NV=0->L%lpT)N_xOyQhV@R+#a!V(RbB@XO#chkvTCb|ic
z{w25n%!HW16ETCH8BBTtN-(d|OGr+bu@gf#&@hq#UB^qR#d0quB!!=l$gW*FO$f&@DZ+)XbnTKYow@OF*IyV_|GjbEG->K
z5;b&Rxpr+Zkt-h1K=Y@KPjl_`%U7?)VRTZ3p|T?|_uLdFM_?nQj9I9ssJ|Dk|zZC0569oX*?p+xo$y_?yJvgaz-etQ-uX
zp&)T|a@xs_7^1J=|Jk!=US|6KYImx82YQ)jb%f9!##h-*$nCJ@dr5AD-iCF5n>J}K
zzN)~Jc)_+F*q3)7KD0BHuKWFCnao`IDGwh$T(@prw-U=Kv9sC@>h;e!%mJ}oj!j#c
z_U+r({Q70GeECrB%Db|%R&sK3m#AhNZ`lw6wG-e84YXzdE|Qc9a@EmXVg7CeyxdCaP3@_qNW=S_6%)afR1auoeax-D(`?ytOZXq0EURf3r!56RlEfn7R%
zuvaYqj^VWXNS-EVWJ-di%BWG@C))lH^j*RZOpsvaBSFiuxdSMMnE?(5gi7wq;^i^=A;F|P_)
zU~ayh|HtrD(bV|IH}2n;Cr}vkR%ia45E8Z_aAM;bIn%0*6OJ4?5<}z3&~tGpeN_jl
z34E*N?>~6(n0*u*KR@ftUnnDM5QX8iHWo7VUtacv3EUcMyv5wS8-(6=U@KvWPbq{D
zIp@s2Eg3g%T-y2b3M!pZBk$U=qZRL59LAvQUZ0Vr%w6G@=CV)~{a>2y-c|y0rB4n>5cJ
z0aEq7>N{ewc#~=+jUh1+b0{FUA3fR!JI1bf)X)kjr<>bTCpj4vyc`hw79*M5L4U%S
z6AxwY{{6i_>V~r_ai6v?$V_THhGiQmR{da=vQLlTUGIy-rEh^
z9p1C2gO!G&XmdbhzsF{WrCl0u34;`p2p_3cgD+KGP?YsN?3k2%-t}>7-Un}Wy!epa
zP3$<6^8IzY(ZVpMvZf$yHFM_7va-SVoF`742)RB8OT~zy*RL09Da>CReeK#r;&6Ao
zi$cH3yeltn4FQJALcBclBr6umOmT7=Of~FBdu{+O$(J`)_h|a{HHceR_14J8XA&Ru
z&D*zSU%qHI9UL6qqFk{hA|#|0JDs`*s0=affh})3*1v357{mpqt8kmn#Ulm-m6VjG
zNF^ZtcX$s@fy2~xdDy>g+qRsk4zf4o=U>g?IGk6gz%8JLfer3clHYWB|E
zyE}M5G(l=$@LiU4UuA&=^nW5OOp!htI`54e$6T-*
zagA|FHowoB1OK4cgALm;62quT=D>Ok*FFgM=Ur_`{T(4`e{oiZ;}
z5`YS(j7rT^ibtz+(MOmPNX(?u_L~@Sj@i#0LERy_OU+sI@L@1zdpXzq
zNNDJ7zK*3-;zP+Hxy#<4j5(1LlJSC6dS0NjR&j)>7M~U8E2+QYg83SXxDqE{YN5ws
z95(VOl}QGhJH}{h$8y#Q(%qiZ6bd8)ScVV}SF^
z5@XXauMZywwH%j9bBK}lSJwMudEfv^MYoIPZYjwbW@ihU>;KF)GmGP0(h_)qSKw&z
z4Y@pCYx-zAwOzA%HLFVoNS(=mk&%%vp-fLEBvcy&;Rn8s_O^F(WBLo9>L;ok3*k^+
zzV)ciGFeXSWqLT@O0tgk96HN^a=heslxWePz{NJvJh7%>P{Rd^7&}{A?J;9Q5neRo
zS~){XOL_IH^TP)8@83uv=FV1ujhi>0gjQC%G~);HGoFvBz0~Ar>WGG$;<@0=|K&-7
zoaql}oBAI=oM<@&4G=9CGpXcsClh01aj?NQ5o1^NdY-Z{AB2yb*wV@_Y*|cds@Czb
ztMX9u@^b-tH_myyeb!bsb$np!nPp36Bj0MAd#WhwQQRWs?c9@>fQ7#O`pr92oWZxm
z$aVzL?Mi0Q*U+0U<8UbT?wt?%<#3Ed_48)D?d6!ye5J*U7FB)uavyD)uzAfrJCDWi#MaP;
z@1<(C>IX{{9HEEusLRZxw?UAi{GBytP9>1+CjEiOFJB&|fweCnAok3e;gt9zf?2XG
z;b{4?$4KgLR!EHjvg>ti&ieH_ojZ5dgHP7BNXy8GBck-|(c`uc@Q+v_Qj@=q_QZ+D
zsrcfFMFh0!PoH3VXVNY_O6XX&a;3&yL;sg_;}lh&t}-(Xy8h%~b}2{k$=kQM&Og3=
z+m8j7{lODj_L+BBc7oub^8AGhANba{<5qEjalYSYz{g$v{Oka}_mRVgf91Tt#T6fB
z+GD}lMPlh$Wo6})l9DJ4a(l>Kq})8a@Y2~MPo|tIaz`mqUtfO$1Yf*zEWqF%vDxVR
zB&{XaXK^FD^wBwS|Es0?0NdS@{+=y*^2C++3<0`#4b6u_tF{ICOENt|sIMIX6LjG3
zK+Xm=v>@lPOtHp+{HRyHI7P2tAE${m$X53->`VZb-p-bmPvlAwO138WW1ME%>u}&e
zcCeaD*S<*GLHvkMNg09eN~_ln9ePw)-VMA0x2=pd!Q3+Qjp;nY0{Y;x%Z%*pOIE4Q
z`{3>hRpb@4-gfG|XIsPaFT~{+m@9k{f*cTi;)HL=E^W<$+O`puO0=(#8e5-!pj^XbCeft)G
z^r|k@Qa+Fg$718H^6&~Q%CRFyY9O=JFZ|^r&zdpg9Zni6+}yO}kEG69(sT{&TFcD#
zK^$cfK6$fz0C?9A1bwCM-KRuaeEDBLF64Ti(mpva}v2%4*
z?*}%y-t)>5LRuIzQ}+uB$~g$GOPAgP`F`F%n>5lb!#=@MJad3n@9cY}CI}_O10&1K
z`~J$zcb>-pa|IjO)czA9g8{M2N+u5<9>jSS30Kv$hqY{m`IY(Cy*(WtAM!V)a5**W
zs3FfTYT}k)$rVb%)5R;xJk7109lI+i+=jyq0yj$T5_Hq3d`U0>q~&~4YKumCPqj1_
z$~|mHEnmKT(sRQS(4IA$j&00KB~ufMs$UQgv)b*y&#U^Wd7hndF?K1H{0UPj@bQF6
zydzBn-IM4VpRT-M*hf8k4=mehD-D{n;Z6%_A(Ny?LM1bQ?^*&V0!OuBOnd#@{DT
zm~c#OZj|Q9^9LIO4jgddS%}X_f1;Oyf_lN5>^tY0A~XL|4R2hxE(V4nD>IYt!4Zua
z-|Mhn^CWgl%m6`}n3x2X3a`bFD^wdEV?2R!AQ}Wipjy6m?MSuR$EH#Klpt8rdK)c}
z5DNy=U)+EAu#yU=`ojm~6l;;+cJJ9!N1`tDZl4em74;C#T*TO}%KGYc?k&rq_B=rK
zu?G)@$?%xzRH|*QubL{&&Genw)V|@%%Ue`qA{3GL-V26LVJf^EZ@HwTqPy1^xML+
z4?Z3)vW?GjdUk#FPtmQ*QB+f4h-`
z3T>QhY9etUotC&$Gwq1;=Ev^VS-tEywb#RT|C;OOB6|EBx#XA0(7Oa&i!;URiRI;!
z6cp@xhwj@U+oHrJ_bP5NE9bQ8dey5V`AEY^!z$6d)#1a3VRRcqrRG9X4a#V-v`}w?7zdjqYZB9y#kg54c#yz<-yz`A9HGIYi|<4jpr!o
zO%^6L4y#wob0jov(qx1|j%!!*Bjb0rm@1rk>}r;La4dvS8PXckJkBpY;2^mg;}ByZh(J@#BIX!sFY-%L^M#uOU79
z=jY`)AwwE`^n0C$^@ZZN?0fS!Yc0CG9sN%idR#c6ZI_tNm^t$nH_5%_-!`hncnE!)
zs~d;G)mk`3U5~r-J)Tw9;>E7-vEAe2`uUS>&mKE=ERK&oW7e!`*4Dk`<>lY;qR6)&
zt?Re-)r$^GPuC6}IC5^O18-dv_+_LECYsI}#(0w=7VzGV0j-RO&YtxfH~PiL58(-Sh#A%41vT(G{P>YK_5RZy7CVp@
zreFj;;Jv9-chJj=AveaIPV)C}*MGnO>e3*{$y@pP9RLeFuEXl<2Y>&Q>2953jR?9c
z6R#%bPwQR{B`5(|aH$>YUN^#Ot3cD*T}L
z9gslm4Gzu&?sijB+DjoA)SR@wwv9CH;zbimTgNqPM&yn19C&5mbFMB}zkEPuCmpM@
z&gE{_M}}pVXSxRa;eqLBptYuyMoG!FEpwYkEYxM$=v-5&IG&@`)%SuuKG5NCb#$D%
zWJzi7AB!mYV8NNf>wHM;}XLonwv5Dy$N9HII{(MBdK`h6^dl;
z`%YTYkMB)K1#=VHR}^(XGXUUww2si6ccCS;;gW4`Str{}ZPTU=t)WX)%;Bv5+>ldRPv8+C5hhGY1!Z9(Ir~oUC!T0Fx>bxuWm!pWY9*1z8eRE{`2#5
zgW<=?KFzuS&IKuUs;@RfOCCFV)E#%6ocG56)*!Yczp$%xs40G52dvH%=NMHQ=f^Sp
z@Z{F5_#@Ae)|nj58fNyn0R%()b(yPcm7Kp)*6BNigt~nojlmW1t|Mc64^XRE$_~w3
zzP|aH;wP_O9V6<Q1JxXs=3k|;7nPTnH&|hxW__0pn>Hz`JO^OEgHCG%
zDo-B&W^SdY%Cq&yDV2rdw|CuM&mxZr{Woz{BrRLY5)l=)%q&Zk*s{BURiZXpOIFi7
z;VlPwb}7yFji%=7kHXGoxK)y+Kj9*0X0~R-&;z?TAMx}Po@0r><$#uswZV5UVv7?z
zGYcGSPu2}n&oop2WaF=+vT!T|PJu`mI#NCrzkcXq^Uz8oEUjarm4@@OWm8WTsX$Wk
z)JG!*>o|S-bX`5YSWukkbwE4&`;XSuRg$TpkZ__xIWl3B2E+P6bmCeGnjCh%;EfO1
zMt9=GA&3QRR_(}He@+BMdR6toSKQyX=a(2?(A=!yqi2WL;c7W_t%O=mVRf)UV%r1j{mmGSg&4|AE63w`e`z^bvVb
zzK>2@;GG|pA*8$i*pjDD6-3Jb9N~{D&jBTa4ZE0N_5*2>S9{LJ6}sPq$Sy4JqY@rM
zJ1N#O$?SrF(TT+?b2WZ-m4<|`2r|y514?an$(n)A8Oo
z7{tfw*s|@v4qp7v_KwP6g2;{Zg%*$&JsM%$fuoHNTiWj6F4DaU%S>8z3{ot`<
zfryL-4ISEEX5GJLPr=Hf3xG1d?qLF{K8@Nkov2ADXfq`i6^PeWrBxp`w{72kFl#OS
z^`~;pg2~HedPAbcLP&Vi?j=K~IDRNX!75ri5Lr1W*A57>nr>?&u6I8lE;KhcFZcMF
zS&;R^4W{xY98C1*D~(q};LZWHLwHZyukR77n`+Fq+U-7EpUm42BHYG;C=zYY4F$yQ
zK%}E>eWxUs>RPC^Q`EJ$#qcI&wJ!@FKU}JjKr%!II3zmy0InjnCG^M+hKH;5a-g$C?8p%~
zV*hwBxlOuLJM3oyDLmtmr09~kb8g*AXLiTi_4ijoq9(&e)1R}IzEBsIpB>QaQ-o72|bqO+|6-*1>;mM
zb_9PqXPI|Cd^&|?K-moA=vqpZ70Z|B0e5CJA3k*GR;xDcA3>D+ZC9SKaW8lf%T@hN
zpA>-aHw9CYo9j=ny1R}JbpX-r9r@C;@_wJQHt9S0M;B;X_#jxjd#E2l0Y%W!{LMYK
z{V^`#ZN9bT;8@hoUJmV{N&EuCx~^DZN^u0TvDcDlO`g2OuOc*zi182kus)|=Za~A;
z4K%b-U)cKnD%cjxSV52e{qF;^e-LHmJ9ToTduse+o97o=6j~!jj9`9YLDtvsk&B&x
zN05r@XFt5-+O%nZ@M-G(#-h2C0sTJIl9FgiCTvNe@wGcS-RPvNg*0bs5>qyyv)dOK
z_~f;{o$q|ZpG!ujdT}9UbH1XOlximH-gcwR5EvZNlO-Cth|Lc(n<9F0|50Jt6W6_y
z={I(zRkBt=;gpbAS=p9}3hfT>e78(4fvW22<;&&?mhPleub}Iv{AbcUJuqNm9wh%G
zD08N9yJw@nj-X4{>yVD;`bo^qPMA0`Xp!==?ly3hC*Xrn@LzVhl0sGJ0{u``QSsm5
z2D|5;t_k(WD%<|rW|4|N;$-%cAu(}WELJynX2fe9nawK6ikZ4W^pjRBTL#&7X2DSV
zl5h!awOK=k#9P*>g&OPONj-(dl@_73){P%M>`Qta1ru5%Sf+z7;$*AXjWa{~>({T<
zZ!T+-lwP766A#s!ftg%CyNAa`$DSKR(hTu_vOx6bAYysTQ4&uSDec>~O{4trTFPFW
zalE5DRD-?d?VB6~aO(MADp2d*LMo-~Osqpg-(OR?dAZCH98bVE33
za*;LZCT>wCml23dXv!yK)ZNp{R=A?c+Lagho$dDbH@MW~VCszukb+7nGq7aq>eZUS
z`3J~OtLC5DdQ95n0vKTl@@00D0(V0}n&&TFI>m3LaW!s@-O;e?sdDgC`wkrV2tF50
zCE*TT@#znH{J1huq9?X6ZrA$E{4+z>e+{Wni}p5LwQ7}nvSvPPks+j(=rLCGY-bGx
z{QCR~BR4lUssH>?Qg;F5P4(C5Qi9e9Snz_jk#nZg45iEP>BFWWrc?!V0j`IdWd_E5
z`k?Z$%3E2misW3R=?`cjiRzNgohqhtj*SVRP+VPnT9MM{fjHKs-gTYn%-A3ph^?8l
ztKDeov`39HuLvHXVNCB^@yMN~X})92^UoqG>roSRYqb9?h^8jc(>
zRgLZi4ace1S(8+hpTEa0NvoNWtx;*MrhSz#I1DI)eL@=zY+5kY!tu
z;LE^|LJGw_ZAY9rsGvgY(bgu*Yb=YC_Hi%MlMsrLDygn;ki)16PjwI@xk%k
zn)y*DU9%5KD#At|CoT(&q#=cl_#N=?4x|;BuU-g*EKqhKeCh+I*V^2s
z-912~Q1cK=#8ZdebcD`xEjqbhcMBI46-YYn_z@GgbOCS(Fl(&-j8xmbM~~JVl0{iw
zidgfRP|`U#IkiUOXQ4W~%K_Tc(?}qK`^B&UJ=I_~rrvjqA^lASa#?`+Wtw7(SZT+L
z_5P+8PPl6sJ;YP<1nCDYj5=kbrY
z=(S>S#iTWkj;*-t$Y^BL&tTdUtDqcJMC{#``putiGwLa=;B8)Cw34(iSno*DnE$FGHBSa
zPV}(TE?h8Xx^SA;;pb!T+oIarA9urR_HQ+RG0Rc*`Li7L5-)+4{cK6!krNtQC|<>l
z!*73-&=Iw3S4P<=^i+hCL9ga>pSCg%K%Fa28p$Nz^PaxaX{Da-;~PPY3@Kk9fTiRkP4cTAi`(3_o$_;X@Ph({{D@
z2jR@cvmHv?ATQA-eK5k5@#qjcwmU2_<(y9EKzu9B?%KO|xX#mOX`n5OC0X>(;F#yqk#Fs0(|wQ{Jw2#Xqo8KTOej{lH{Quc_SyMH5Kw@pT84i{x)wyYHGqBi-W1i
z_}j|FCQARL(CvbtsVXe&r#2%8DJTjFqbXCiE0r!o7L2M`<=@DlCsq%)Twz)4{o~`i
zVt$p#Vng$*TRlB*mXs);JbBV>U-@EgcV6kI?+G;r>b6wOsKPVmatXIWh&l*xdq0Qx
zf2#rs$MM&}oaXA`Bb4;m6;<{&_u&6E-YHSyUi_UQy$w~8c|PNuZx}GSvZ6x$+l`ji
zC=f;G0NyTC^7BV$#bxwSVDcI6$@HilY?>SSXa0L;s}{jhAssS7iq3@BLBTjAT%aF6
z_lM~baiA$??!xbdXv({trWh|3;d+jzelsJnU_6#1E|kvAyF!s>w{YPG=q|}!iY9vZ
zBkePfR2(vo00)TfJ-Szk+@EIz<|JC8oji`xKjxNqz4t=aM%$cZ=Cr;B
zdOF!WwzX&uK)lp(Dl)e=jPxa@puh3s-a3iRl-&FXnom7rPeCVY)b&O#ccwNNKOMXB6dZ+|XhpUPa{4FX?Ml+nm41S05+8g&q$
zdpz;;>D6ObtW5f^Mvs;AxeDlVMo}*{mrs@e{^^6%e`1>AFNs-H@
z`=!&IT*~um1iZ^A*bRHSax6+}Gzwi%a0&^#va+%(oVfUxhYq!Q7cdsk(wWx)qIq)d
zEQJOuuDi3#;UX5PI
z7sCAKw?TY)MqU2SDm>}3--V2)YVFYGpPk}3(jDyTEhb~gOm0sb%F
zm{FJlks!JlIC;s_bk33G2#gl`Yu+^YEsu`!pqw@oF8e7abD+>r2noG9I+PtW+nI$h
zSv2#PgAmDcH`3rNC2DGN-yML!D2xX|&T>d{hCd{tYJ|y7h@5lB0f0i;uS|z%2YeV#
zBEb|Lv1o90y&FfNa31cQ1Xqul&wgSI%^|A3R(#{O+nsdgeOs8J-%d9F<@n->pT19_
z$IA)8#M);qe7${zuV44$`NZvvXbxVpW{sEz;LWyCk66X4FK_wxy(JC$@ePoPFLQ)tVKr|w
znnoBb9&2IpuaaJeBhZ@`42#ctfGu;l%#RrC)3nWK3$ri{V9_#tZsP;-J>YTiPVbt=
z^-ErOsSD9%@7}#rC^v;xL{O4~{1lo3dK~V_{ev|YtZ83=%VLLGUE)Xoc(groHx8|P
zicYYM8=EsRU|GlM?V{>mgEM28cqx>hzRhlT!TaYy*7nTjyR)6gUJ
zrmul%^a^u!9=-ul228LS5KuZdc{2@H(b*-W>*gb~NwiGT6;$Xmsh~Ba63BsYs=-PM
zE1M)s)p4ty?SmbVHR2V}PgJ_J`emHU(P3vUj7Oz|PN0$~;(?kXYn*zfPeo;A2Ir1?
z_W9(u3jQrBv@b;6ueV|7_qW#=*nV2QanW^eJ$kc{jV2k7b}d8T3IUd>JDtk`#W#cS
zg=dGtwcYR(ER#{oo8);viI|O~D3?`U(z#NXY-Z-(Fnz^G$pMj2wcAPj)#MK42|Xt6
zikp%etdBKVZQlHAiP`y-n$>1Mrs;0_6zb7oiO+A(VzFI86@g|;K`E*5B4Ju9loKqm48bxH;N`d)0PWXA1ZaE=Ce69XF%EF
zY)bx>7wm+bP>?#j>S-ziejlOw3y4$T5WGjY^}FivkSJaEol;3U$VU?Gk%nu;I%s0A
zu(>l0M>^NU(TsG*3Tofpy$%$oDD|VNr>4|AH=Q|iDe5;>Q$eo_(KTdd9a?_}LASvx
zVLy;}`?ko5oTXm*QTm=zjj%v^Sx&Fv?F0vU|LD9gVtO$qB*a4dKqehxPMLkSPo#6~
zrNjdVxhw{Tg2}1RO
zG{0LmZ}b4`O}%z8mr5(5^}xrY4+zoMBNsA1+D+vDEz=iy*D
z7{_F)4I*jM^NUZ07I3X{6=X$YFLn&Q3gjcnR!L8moIZFuX6_1;f&KdR8@c3qgmY}U
zJN&p;*ha<&kn!iCJxKowMiJCIeVDnHrFRDJDFKYv0{cIZx;(y@7$8GB#8W^g;Zz#u
zIG*+j%DXt!nXIT#`GuE~6K9A9wh$V2=+NQSix+9MqTZZyIdJ)x?>SvI%vE5+kPEYc
z>L`TQN@(4U
zeqAJZwLM)_la?(0#%IPRO%){+XM;|eCs=2>v$GgDh%;Me+c;e1o@|S}neOQx!KY(t
zPRFaK*$??Q+prpJuJHVJD`7
zr(wOIq>WOn@9}N})?};~Ycsk3z4V?qYaL~d7wvjS|7`Cpf%KU8Ec|J%o}%wbw}cMF
zZ1kMS0%AvDvoK7^Iepj;M{Du2&f%=KW}};)o?U#LLNwRxlnc!h291SjOV#JkGZ!vg
zsFIB|pNX)p0UM}XM}z;{!$jH7RL3ClT;|7$vqm*P+3DKH@<5FP~@D+UJMOg*IPn@zwe_KWf)UrDk}HI+c*%&bbzY0+jfP9(m2TAYUFqK=P`VQlP)^Vd_V4
z>pp6QVU(8zj1`FP07S1OXzSVh{CqL_SvcUFvx0H)=bI1}#%qVYTsr4lKT0>@j&h`7
ztCv>>)#Uwq_uiA|I8wP_q7d)F_voPt1u6JT>OI(q^D&DjOI=j8COoSd*7f8igCRq9
z@s2V#d)ekccN;*kq
z-VYhHpnntW_r1^|H$ggJ2F@r)Kw_ffi23TLR{W
zzh1O4+hx94h((f>2bK=&IEWq|9yiD)N&im8)EtYmJ_DD~9*rfsT??N-E0DSD#pJRt
zsdzez=kBD&Std<0mcTzFQ2B2h?$V__u*rzkU{>CJ{v1R|6b*GsIVbr~FVCro(Pnaf
zt4FEp?ar@%TokrH@M4Rtpektg2}TA+OQO;H=#e9#N1{#3QfY<_c3w`cFzxzjYQTQW@+r0s=4=I&GjR
zXrV0$cQS*950}GERt@VQ8JTdcB_<@ARtlAVI4ch1IBHcBvH-7KVU4ilgmW5KXk
zVb0$^Y0b#f$r?%C>urgs!!~sCYS+$x!Eq=bG5&Dbw`CH$V-<&XKYak&YMx690z({G}wTAIQ0b43=q%V!9-^eZ@EyY+iX`P%}9o
zb4SjkzZqe(&76MucFkyQFO?uzZ~(Mj-tt{pNEOhk#q-f+qUw7y4g@=Fm|%JH-o4L9
zKaQBNTybn)jm+zfjg2>$BShOZ6$hE0vSUScMB!rivLt?bSFzAniPj0S;YWF>=9~z#MfFe{
z9z5Ti8AXveM*mAOOsXpXu|i?h-km#hf_k7C;zX)IF>_jbzrP0|?@pfN`nFL|mhTO{
zj)*~2OmN$+V!pQ{%WIKSRk$gPlo%#iSOwIK$#8sET|3jZG0QG=d427VAI#1U7JMwY
zQA`>uF$1GJ4q{ef95&*&H-v3B6O}7M7Ew<3A<+;PK1}JJ&?)|8ZXHve7y2ULtR}xv!hV;5QDUt
z%oJR{eU=x=^+m=qIT3#_*b+1?&{+`6IAF*~6U}1{)4L64fG?+2bfs;ehVhCTFY{xM
zr(0{_y2B$GJaJ+_nS=imPw@o?$ZV%n4yyaz)KpHFb8lc^4(KLjOA1*-c)&4p3nkF=
zbx^_lK9O@yol0yiyX^GfnWd|p=Vrqc_5QrX80}9N@kRMG4iJ%P=g$4Pb}X?*HpVZW
z?~qxbK05ZfysBab*5><|%GDQ?2W{6M*>)1*mc(%mR&8;gsJl^G`qJHOH
zyIemNwoo=zt8jFaAah|TjD*b0;bv_F5Wq(7E4qS*KT3V^MGbceOiDC6e^j^E$H737tm331F8gZ7-
z?9(ywdSLD+<)4r5L`Ws9B*fIQ_{2YdDn^~qkxEny3%7dm*A_SBgg)Eo
zSNY?p7|>JrCs2|&QUwT(23M7?P=-|R0Y1n|PV`>hs2TcbvVXRikN@)Ji%5|B22Q?y
zBs^*sxJ4LdFex#0^}M|C?fR(ppFeeK*?bcVhpgr5hNk@U?41%M+h;D#{TS0rpGdQ6
z=O3qDmPr0j)d+0;dF-_AX8g08Y{vK%k837-T5LhiE{`Y)+@FsgJF3snl$y#PgG~lr
zu?dKnwK%~tVAOooFIHvWZ$N3#N@zZHJhrCq{~dwT>gO7tAB;2XBqIhFEMLVn`%c{A
z8b3wBuT^8VpR;1$sXK2vn%;<4Z)2pUYj@*OyFkm11I%U0=d8&HpV@Kko~-X@9G-4<
zYk7IJs5YiQl?
zH|%6KfA+ri&dLh~-jfPHtWO`(Stdq(Vp{t3}(bNT~1KmzZh48uQf&e-G9DyG}x85@U3Ie#tVz)f1USvCGLrQ
zUAVebdEvW*+>7@we7B8$(bk3U);yumEPQwGtmCqU?@sOc|KDz5CI0o=nKWI#eEH)w
zUJh>V(a?ejr8xiIx;W#i6qBzfy-IcR3kq7R>sdC^(?`o!R-%)5_{b6C8*7~NU#(!gal9qNBGbuz5yeq(8F?sa0}^|y4lupHd{`y7
zNY=(CLwKTN^GrL_+_TKgDT}^$w0yQ25_@0l-o4w+*EgCgcY0*20-oF8mNFMkTy(RL
zeqC&gknOK<)6SyQoBfNHEN4AX*@=iM?hGc|Ai$UiJ}-da0B*~sSc
zttBfWFTTI$ef0XP*%8m&=G&1JN}k{C?FgGMDc3D66<_R?G#|DRe
zvB7`PT+z|#jf%^uY=0`E+0oD8mW_Am2@9~VEO_!4g9i3j+7l9md4_V;^vdgnMxT{@
ze>F#y^|pw4)aT>o7E%!`8g<5bYovPmo9335nm1R(CH;@7OiWC?j&%6?&gqTvew*Hi
zFtOye*_kQYO`CQzF)^iQWE2$^itZ70sm5hL>UZd`Kh!6nHaIw_-;$BM^?<5;uSLr0
z)vLJ;YWGh}O-1R~L}qmP+sfzK+X>D7ZdXmzd7?3gy>cN9bdohTEBjMvSE{AqHa0om_(GM53kk?TTkL&O|;4O3VM^Cp+loRRmoOEnil=_GBcB7
za+;d{va+&Uwr`I>eCXji@|RzA_%)E)R&%By;E;T^
z;$)`PQ0=#TXZL5%0&Aj_q70i-YG?PI_m#eIArJvo6QjmQ-oDUT|FYBR0GV4XAU?I`
zu3bf?r8QU!+8sNtwQOZ#iVO3%5!-Y2@#k2L%;=zMT&=*pVUAX^
zzIzK#vhx1bYuDDiI^#V0&6!IxwbpLxS5JDEzucYWYe%uQB6Lc
zd!4y*;+s-6GA+d?|y2D&5s)zkU1G(b@UB
zPRpSsbZ*J|V}Z|}J=?^Tc`)A8!s38wfnrUhLX3mUlP5I|iMnIcKg*k(lw9Sb6c6|e
zIcJ3KeL>YOc>G-cje&r1>#><1g-qW3W}%WdSg0pXoIpYgP>fZNFzYI77*P97zeB*h
zJEIUqrE|#mV?dwrM~=fa}(tbNycr$o!`GVMpupY#pQZj^?k8VO6<*A`&iw+
z+8Ec^rH9Y-v}R`_)RXL{EU~I*Y{v%`5d4c5FE&SD)sGETN4yZ8><-?<&{S1bMZY*%
zzea4yigogyoElp;Y`Bn0nHg_$;G*`nWLiBe5Vo64dKDau*RV4jyCL0G9+29g>1yEZ
z?afYAO*Qi4HEg_`I`iS-<_z;5*I$Dz91ac+K8CHWt+m3)WP`^^eJhG_rsHB~Wj&{-
zr>EcW=JoA6cNDU1EYj1`K3+;-MVkIVlTKH5iM@1pCql*bGT-}f>5I0OmMM~R-~20;
z8^icGH8SLlv&TGyr}~eaIeq$^E4yNJ_=!8qd$4^K5v12#hT7ZBS`H;9Cf3Ai2wu5-
zIULb~g5ZX*XV=x$y>jJ>-uDtOmWXO7-PcRdTN8)4zZ0o}#PM^nFCj!M=O<$&DK~3Yd00sEyN#bE2Ws|M4xq
z=;O!FlVg1>R837y*AS%EkLBe<-rDw~6{7f+^ySMTdnLUuCm!J8Q8=PowqM2&8`|U3
zW!dxRU5*_)CT5}O6n6qSOgxzh8Q&~nIjWdRIJ-h5SY0Z(BHVw($=u<XU;kq
zTxogGm~3Fs{W*y2sQ35Qy1Tl*ijLk-l|}wz?m_tF3?6l=Gyjrz%d$z#OmfMRC07!Z
zqj#z5ZE1Z~A9&)9>=1y?pacO!c|nb-#$43N;rHte8|$J~g45E{eCRVx5`KuRIJaUw
zWA*PJ?czL&xHbe~Ag%KHggr7*Tf
zg!#)NP(si9=~sye328WQJ-~iF8-G?QB{Fll&fmu;3ipCY3qR?!+BM|)9?>E^pr7AM
z8uYUz$zGFGFc6=B?#gG@<{D6mBwki|yL=uRkP
z|A!Q%QUe=grXiWX#Qz-o1bC4q$Qi
z3BBIj?93$43Af3YyiHoTA|L(P>50`eG%o@I0&K>5Ujw7`p@bBbl*nWK2eZdD2O5)$
zb#eg?x=Xx{&>y^jg0Tb{V};Izpwn2H*Wux;Yj+%dwoGmjB~=~)KSnY?E=V=kKD*Un
z&dyKBRxwH`PO&Y=&UxB4EGlISH@BWEVBHJZIsyG^R^%DI
zp32uOt^0QFJdU(PUMwpoH}?h73
z$~Y{SE6T(@VMZ)SsHI%1z_pD6{q+JIR_O-Vh2B}QUjO5>UEYFLu`R+*i&T`A>n-9?
zJXl2}JSvZgt+2}O3UJT_8f7BIgzs{>zmR^#D<^-uUn;nu@`}#pXF#l1vAB~+r_o1V
z8hJX*{tU4BS<2`B@?|(cO>?dGU$^ov$q-D65^@zF!-aDNfbZE7f+JE(5#r1mD$>*E
zd8|h+YowW+0KC)mVrcKK2(~m7nHhb7TFqi?Y>X`wQ{rNH840$oTx2eqO)m6k#ulV5
zpN$vXPj!{~$(=rZmjp_rLKI*b2QP2R#~ff&dJ+39L<5VJm6b*J=M#9~Ii<8qC`Fk_
z$};VRPwRlbcJA93CTKH5P!~Hh^XZ|ipDtwqB3gS3uQsK`WLWft(rMl}5tlXch|yvC
zI$$aX7nc+uW(sGHJs(;;@55IfWmpbG+Rse#XAnF&e@XkK{HxvABnV($Sv^VQ^@G3
zIijho;x&4V6&KbH)H28z%IOzh5sBe(L@@o2h}+v5{gf
z@r=WJ`evtwlu#WXtx52An6<8nR*}OK%s9}s(75KU!8;-?lD7-ts2Xri1pMO{6eN(c
zmRCthNeJmlOj5E2;8ou+7xjH)WMs6E$)THU;o{<|&SKBvLFR?7ZT4wmFpXpTwWbtF
zNpJ4w_wV1AwEfzim1^9^i4KBViACf_Y#0RawcZH+sG{L&-doMavUhK!X0{FRE64jI
z^Y3#!!{qDj!-o%7C+bQmL@Ab5bOx^3aG@pNg+VaXo5!FrnJz_RW@*UBkLS*uJ?n9`
z`NN0PYngm+~Lg4)DFg({+uV
z{&KZ7YvKvr)tz6zetq=t;dS%vc??eFYfZF&_fz=pm9LYw>FhB}v>i9XdpA!`u@*5c
zj?R4P+Do8DqEJO@w<8c9p>NawGyKU
zpHuGBSJM|aj%O;Ddh-|>ZQgH=?ujZJqnd1FMO|1s%a!qim++)(v5m}s^{e>&LUyOR
zswV4qK6tb6l51oUNIn+#*$0s>y^AbG%`9WfBd-P^7V|-t2XcL24d5%j}N+}t?drfzKmvTv-w)A
z2A;62iAg*Vnz79>(Tu9T6+3SI&kOU_Y%?8QSX$cAE4sRZ8C%>Ay~w|ma5Q6Ov&~pv
zUESCB_gSdGx~^bNE+6(X@BX}NVscU}<8ZtFw+|0hvu-53dGluU%boT5MQ&`UXN7B-
zY>^Z6t3sb3qGboSE?r7)W!w7P`yLJ@dF)~97zE^B*~iAldJEfSgh~Zy7SJw`EzR2&
z?>|~i%JkOfD=4B-@)54|d`A7Sa{aH4MBK?OL1DZ+JZ7$Ch`QD;8}nl8}&C
z^A;%!T~x`I^DkL%uHIF|h1e%Q!B?!)Kjn539tf^EfL4xoT21?hG1d
z)881i2rOH+jBNoex^RY_-o0lJNvA9s{M)L_5m62ibemAe-VH0a>Yn6c2GODO#
zlRJMcxze?L{Cc=1Z8o<}N4L+qgp%)lQuovW(2>(@C!$3PFp
zH|7YS7vxeil5FnK{4}#w(bB+I#8$Im>Wy*3nnN!>nU`)CMXt|gDZHNa?pat`d>G((
zW1{X;i%rAQfM
z-2ZJ|^F_oDGZz<^wXH1&V6je9x>;8>wk=6>AO(1vHf`Qq6DGxkTq6naD<6FJ3Aa)6
z(aw&JE!MtRtE<>K`pszxph`Li24a2ECT2w&`E4Qw1g(@
zeRZ6c7HM}#vIshLzZaMG0$P8HgzkPW;EKf7|m=|Aoyg#S+E&n
zot|2e4s)};Xn}L)W^E6kaqQ{oY0R<9WS0*&i7Afx{8?HdLiWt6RjX{Ke-x5W>PvBr
zw(|h{a^6qi6S@Ob(VCvBu;k01HjVW+$o<88?Q>$ea8#SaoW{)5xYCIex4;C9cD#_%
z2W6n&mXlqoeDUH%)ijeJghnt(o#NtR@rZ~B!tK?f(J{`Qsh!j$%j-CDmqK%JB}mBd
z@bKNna%LcI(DuZ%t>1A}8h9uRO2Y`FB
zAu#JBXJ@&SCvPJnZkB34-N7%r)j6O3g45l*ZsFfgVufu6)4RB>2GtGJo-zt;*|g~u
zX&jKYfMpYw>wzYcu8Y+et5q}ZAuP>cBGS$Q^)zXzV?XW+&y31}VpL6~UG4_l=nuFo
z7dc7R>&yAP19u&7oj!9$Z=~asr52$8G}^4%?3C6E{|;=m={r#Bbwt!*s;LbdcdgxI
zPZ;kEL7EF)<~xoav7NuI%U3WbaZs30U~XCvs^>K8fjolTgJ_o6E`{l=QZyxA4U%%
z&N4XE+Z*{>+%pnkOn*e@G4^)O?{73M=mB_V(3Nz4`}XSh@87%M2j9NE*zcINtcr?C
zr0nZQB*3Y%L#^4ygLjRBuvNrdZ{NQCs2MxdinPpt>AjV&ol8?*8F55wWTr5)ad7l)
zRnm_G-$w}AYmN9M(u5Jj4)~wgREV#=>VgilS(Q~)grn(`NEeBc4!UhQ)M_Vg0LV|F
z1n9uP8dQW_fC4{Dpq3lKz(2X5`Ks8Ak&%b}tSJ+M!d=k5<%;-tLf%Nora=~vB
z6T!d9Jbq;oGyycXH9b2%JN{P`N?AiPzo6Dcg_3vP@LAf_^B#$bKY3CKOIABXb0-B1
zmp%d@pRrHX;5jM(oigg`zSxD2rZp&?G=Hy5q>zG<;(i?(8i_WdF+ux&>&>5%*}obM
zc9z44v;sl8m!-wk;g2
z%~gav3q2pC0M}6@I?r$iWW-T`vifAL40CEzs&T3ht^9AdtjZF5_BAJ8xVk=S)~wf5
zyw&rh`X&d`IXEFHLCgNM1F1r!Bs*4Yzy}8+lP+7aqBuYQjJU^s89cXS^B!4J(7@C1
z?kW`L%4Y5)YRVOJXLk(&9q;-3rl3V{2)QvZplI1r8-URcBeKHvszR|#%pMl*UyH7e`Z{Vt
z(H8HlAT1pjAAhj#fV)z0QBh@zVbc!j?IdR0gp77AUGr{%?W+$PUAyhzak7P(*&qo(
zPI1;L_m3gMjO%FLlJ(twR;?9C6X7z!XW4e`I#KEFR30Yj6AIiKe!ab*w<_!@GFcdi
z9kQqU>f)3TYDr)ysjkk>&hwN9=uOhn&&~`vL;-q`ZUqS`*>XTtBkM+mYMsdJkM*Sc
zK&h}9`Ls{rwHU2obD9jQxJ`G^{Ul&9pP$3S!_xQHF%ZcIur>;xY-(yM3yK5mN%5sP
zscYAwZAQC;_66LOC3OLG2gxHu%kcO2M{TWGt2NcvQ=bqF@IbqHb8uCdlp0+T6E=9u
z3kG9%k=*qt=E+xzx0d<|DxtZTM`NxKcAmkH-|Q?tR~8J(yLa!9RGSY+%Q#CqDqEw(p_8B`&`AFuHmX|b@AS1ZVzDqn|
z5L9#}_y)WWHBqNjR!r>CrcIl`YO|n86PoHzB#Tyh6d_Xqr~{gf+iqs8t}*R;@G*!`
z;WB$9y$eFr6~nsYN9*dhsK0z}_=
zq!0)YXkoH~v^Am}uD6rCPjnM-HE~ciI0OaNkX=W{#%j{8w{ze8JuDmW7YV%PRT3WG
zLTxF0;U+(_4ydK5n@PUv8!HCPSdqZQDp;N-^e*x!g
zM~^DMef#zgY?m(kJDS!I-2OK-y~eqVq%&5f^S(!eva*hedfu9=ijdn!o)0#@G(sS_
z_{8?zgk?d)v6Q^*W6$%VqHY}BGk@W#FMOtGtJ*_*2mLG?9k=&}*}
zE3{?*JLfktTZf*!vD{a?2A|eEurgj+2h?UKB%d!|E+FH2+RTye`{rBg^c$HUlVAPN
z;qUC~?3?cSnR@MBeaEL4fW<7pcHk;{pNlfeycTmG1sc{vpJDUeOP3qE52C-twSD`o
zJ-3&>BOPPlbbY#Im?g`AtdV7Gu=t7Xdr(^+K79B*H+N3*X}fBL0&NR>>+MHI+0Gd^
z#0w_sa%W$I`#?+G`?Fj`3BpzXB=g?A>;eLl9y^ANbP|+zXv|j%wGUh$rR-1G3p}$t
z{$uku22!=0)0V9Bc>X*HZ=et^eIg3V$YCH8EEcFW1b_`g(&K-nT!kGnqBmij{m&9eNLo1i_
z4cYguU%yV;h^(xvj_=;cI0bnYqO4Qv-y>AY!jxe(dMtn>TNE^!G=jDQOrL
zgj#m?DPs(-A`*;K#@y^wvdPzXm&%U-PJ<A63Hj(lC@&d~=ZS4>=-G^pH{KW?Z&g9uFv
z+}U&H?9oc`+8MQE{VOv+|A}O+cx~q)X!b1o_C-PE=xs`k^Y!(uPBB!YD!og-&uDXw
zcomWzkS4@#+UK{}Z)0SPC44w2d+gszQb}IE+=f5rU}1TE+8_k<6H)C+BM4;^ioa$m@!D8#C(;8{L$aq$3LFI7hCNBT^H=)Fqk=H}$?g8u-I8Yvg%
zg8pVd=mOx!dA!V3M@vg24A2izkbMZ#3SdoC1_J~kxK#iT_vjgDlCh{}kq{S&6pZ_IgZ6{q
z2Btp`vO9&p5VsnEUqcvv2Bq~?nV%qeB&6%A4i-U=okMg<1(ZSUr+7
z52T2bd;zIS8eA~5MmodwJjX?oLk@FMscrUZoA*kjeLqUrauNyfcaY4Invx402dtcA
zg#P4s?pzF!0U@G9Dp&kUDF=`dcO{L^g9j^-zmH>wgI8uZjYeM@0V;sk5QYKlR$!p#
zL{nR~bZPxSs$mnaVOx#{NPuL$IJi%E^4JGo@{z6q?IT(H5RSOF=w8S2>9km3f&lA0
zX;HWh%s-ls7ziDNtxME1My5cA7>u+Pi9m(+Uh_gqI09($c-zgNPZ(|c5BVgZcV?l2
zzDY_UO(sa->djKef*=W2@0I6RW`-)xJw#9x9Lmx*bReYHwryAW$m4PpT#~wB@j5gQ;DaGpi6^(g%)&y&
zjc4#=xiatDw=er=nc!icQlQzVv4UmT?!*uRZlWovE=sAKvm}l2#V2MuI?vsA))^ZQ
z$v#n#zk2boS2Pc@^)f+Iw}21_uV1xD
zQ2I(fQBhH?_EQ79wdAOzwIoZ@SaRN=H7lJE7DV5ho|v24QUS$;>MA@ve9C7ya`-0W
z&EXT7^p9+q&ME0+Q&WcSfLH9Tk`i$b3kw7NX*ijxS9KPAK8NYNiLL;M?8~}ji#|m!
ziM@S|=amdV%_0A~p{k)+G&Z|hB;((`(7Qb1;*6i4IFV}9BBoFU#f;nb*EM43IdyN1
z41QQ0bZQ0iLb`lAKKUB#0AxQ3+!zj&+_0O9z%zJ0Ma#nx6-{g5haDM*@b4S``hF75
zh=IjEQ3EZRN_3p+(s<;62Uk*sz|mlX)&Mid7(#hPU-*!q+y4G*ef9{k2;yI9v0lz^t96Gz(e!}#Y
zNHb0HMDuo7#8yP9B!>R#ZwSUdansLzw=52wf=YjysLKu+OH0dyMT%dyDaGlTCr=G#
z#>w-PzC3h_6a)kzH&O~XTFJ7qGSZ6?DU;_~ef;V6%gD*F-w*=>xCc_n6=GBs@G??a
z!0S0{|+7
zzMUb&I_ykn0OX-=L@LE`f|>z`OrS*8dZV!^(xp0HH=)_}<$^|r`E%yXeWh@AM2Egp
z+b|a$Kcku$usRh5KkMTF@p?q)V^h)#T1KZBx5Yw!G=Mn)+O=cO^oTh6@u&|{XQ#1c
zqos5uAfG{xA<`FQu}?bL!LPQYezu|NdxnV2{(f)N6mTb4B(rravvp0LYS
z8~2=r-BC@K7Ics#=>h_T?c|g76*7O!%*_Ie5Vk6P`JX_u_o;o-~kZs;k^6+Wau60MV?7^j_*>ON!DN}$#
zc6t6Kwh`*B73+3<#-o6LZ^oc(I)W%GJo?0=(v9?N*(5%-vbILAX09L{CPgPL^_j0QCOse=RNVJ3lGRVF0;}uZD9_T3=G}MeY;Zq=X-8?;Y
zQ>DJzs5`xt3?jCZ1E!j?PR<{hgm0#O9Dw`J)BK9eRMe?hNdKMQsV!8ct>6z_xdx%|Xw4^Vr6hcMU#-m%O`9H;d3LjIx9&QBwA!G#v&W{swXXQ%$r<=%1%r)d
zp$ONv9P6Lochk*t5hl79*6z=v?3H*Kh&VnaBO?O~tRG4Bpx+3lhtypMf0MwjXdp26c5vM+04{Kf%JBm#Z$hf;(h!VrOI4sj==k<+H>4C49e}!zumUYww1~7y#Lopz
zgES}Peu=A)C0bb
zE1@Jr5m+7-^c$!U59=RR_vl2p}n&u(0M+pnV`L3d+EI}Ru&k0*sv7fPCrcXwCOBlJs!v9;x(1M}#X
z?La4U4)Q3G;zkSpGVTVH$+XxtaPmxyu6)qRWkl}5o>k2-CkD{hh%o~w%S6i&pQg!0
zS|G9j!D;}OK>9@X27nkt%&F-VjdLbK3Hwi8
z4~I3;_sP~58u_^A%wQK9QRK`%*neOKe3NN6tdB^MfdoKq&;YfksH_YkXzEQnJ09?S
znd5b(tb=3Q_>6qX(?UeEfyyPz0tN8t)2GA(Z=SpVK5Q(T)bi%Oq%GeL!eI^th^_vHBZ1f
zW=bLS3PhiJTIm`q#99ul82j?;50^2)r_K+aZJP%m=VH|rTQa*-HXh~Y->69%V~TXa
z|H9j}ecpEW6#1Rww|@0ZxlC6}Ha@|+ir0aUH$vzC@ZrNji_M*lW3?@WIgw78zCGPR
z*P)y3w4u|pp<)^Ae)woC6<20rH+kz$am;=fAcNmfc08rftgA}9u8sXCg>7zO&PKTqj2@Io(!s^#CBqK*
zYw79R^Zpk~?EN#%^ULtxKY>C<9Xge6+(-i-vIV+5I5AOASoOeO>RQIOL}*Ym-F*D|
zx@8xh08&=R(9qC=9fQ*8ru8fU3v0e}!13F@4}uvx+;%|`Ab(ByPpsnq+4D0&r_cKz
zizsBYl_10ye}
z7#XW>Da?n8W9G6&iu~qKir}mcSBle&R85XVnnMrm-0uS}7nXh$2vt)nD<#MhNj78p
zKEe?6kXe)Tej>dBUwQe>M*`*euEo)&-N+MH$u7YO*
zJLW;iANVeiRo*rh0x#sw&1RO`gD=J%$~O2dght-nt~~bp#0E+_QKE^Mo0})hARn(F
z!aj;d6?*g6y8hN@f&3KE;E<$ekPD!}!N;d0`jjy_g;;FC%WzcvoL>&gvz75huR;HY
z13S1fJLk(@%e_+U@u{If1w2Yh3WVrhjMFIU>qolm;NRU-v?dyI3I~)usFbSdrmu)D0e%mGoXBK#G(1WNb{cGdDrSL3;&^lU1^wHM%E>r#Ga#a4x&@m_l=9@7}#<(HXjM&et62^9YPjP`g%Cu4A=7nML%{
zZ)6gXeEsLIK5tHYsH{CWeErDjG?pAY4$e#h#j&AlVvw-Jhu1|t62K}hfCjWG&;q6tGUkJ-eI^{jG1+(
z&vw_ks{89p`}+rN$De;H$?7_C#4$$ZZz-de6()W1b-`fEpBdtKp4Id8Cxuc^zl?ZT
z@pbLV;y;$tl(V-M3JOIn_;0}U-}`pnPiq$SdIO)6!3H?XO^@y%qbX!k4}~Wxcp)z8
zH!V|KTaVeet^1V&VfrRYfN8qA0^>N`!bpQeWNEP*Zz0p5XQ*5;01Oz`l?QW-v7sb^
zd1)fhgDOc?Xl&%}?E0?8u#EBStCd%Byo^
zY|kt`o5m#7|1A7N)X@j4t1ZixhWV~Kf8|<{^oZN#sP?=&tntT)XEI~ryALWE`^;or
zt|Hh1d-K^hZw}j`shrH6n-U=s52RZjH{$zE%VO5F$OvR-<9a@KWY#9IX-P&Oos|j$
z4du(OEy|3Ty8A^#e+K-R5b3BPQ&vH{YJYo~JT(f%bN%4S?h_(iTk`7b>&0I#;G8cb
z`78H3r>k?uXk;qlgL)eh_gU>(_}%YCtE1^h>$RWuK$ocl5zRs^*w%8R{Ry0P&zT9O
z4VfElX3F8cc>7*QC{kD*HHLOwjtJK0%y=wT0w!M^^Yu8_Vl)pBZ+i4GMf$$PiLc5n958=THl1cR`p0pVs9<4{2UjgBjJ7G;WCPDU|!^j`|Ft$B_tkC
zby>Aqi^3X9@F8;#A%b8dig^Tm-%;RITADIH3x8x=P|o6$OQK!OWZu!n-pI$TxN?*n
zkS}xbRXv1Y;$*>sbhNhzySi4L^3~uxI@{dyH!pyv@a%7G(nZbOz#xeWlZcVRF|11U
zp+!N9^goB+syQ^gibymBgPn-{v!^Bu6crA5jk)nZzFV9+%Zz>*N(Q$HZgN`aM1W@jYNmg0Co2Fv=FQQ8SIr$dIr
zz|ZJ|8pOVG4e|Befd*Y1oKE~vmW9`6<1rizt6~eQvaTJ)YeA8Gx_x^7ca&cRJP6MC
z_|L9?<~6GKBD|_!ouMI`r~s@-)*@YC9my8LRCCYYBkcUH(LnGm`jewQWR{!EQfN5L
zj6Hh#R0)8bOeJmCc7r62NF|&qQJ2UBO8$orgw{wFz~m;r91loeu>QcU@51tCt5*U6L{ZtkMRyvd&8SiHO|;t!nq&*Vmh
z_W+JOIwjl4NI9TnHS{WWDrk~gj8TL`U{&>9aPQ=4-i%%+?HTg=bp%@N!v*26qYx#-
z+B%&%0^-eNe`2}3vT`_BAr;?+Ys(Yfc1z(781@iw!GQb*80^#)vd7>QF_&*;p3;Ld
zqj2+P7U-BU7=~3D=6zh0Y9tDtZs=S!OtZr)uqWlGZeZe*%sRY}D3gLSYu;Ww{N*hI
zN0AHy)VS3N=98keF;cWCSi3_Daa1Q
z6mxN>DH{Z3JQ6t*li@SjI#^&bg@c8^3QZYIu0iroI}BjjAdW|&WEg;#96SaK%4ev#
z%`9X(AG3b(W;slB*B723&%?#Vi!r$kGr(sSTOp8t<9=%$`WN@XOPK;ilG|qV>NvNE
zhzJ-}F|x{FTWc^fs2`vvBNK$$;_m4g6&)>s@j#f?+&$^;{GNX-j=C}zRN(NGAPEz*
zfyqvC2p`c_D>5VlRqv
z5uDK2xUYXZO|;(mZQE{gR9;5r>+^9D48OzQV^cd?qzB25zspRw#boI|uPnbkB
zK{6|Zf(2zibm+%z&H1}_6pLVs5L5F}yrODvlygQ;T8=ed|MQUjxF9h-BD05)F*}$M
ztGlOQeE5Wk=I9>m=)poRm`0hOKG{2u*s3Mx%WxTc)nVQ%tkz<0&ODUfOx_8+02vJ;
zNzipX4kMLtgOzz}s;l?gV;~P-c}8iAt=3|mR1US|$`GN@^`$l+!<~dwSshuZm+^n0
zJaA*bgT+71=~?VLJ_K7fd`quET(MU{cNC|}Vn8_h!NMvH2Oo8cUrxp@!H~KUQGu8}
z;pTz1Eo_j}WRzLDXGjE|7ooZ7pJY^Xbol*xaaUX#VW-0}w9u8cirrkyGp!*;a(kQyUn2({TZGMW-2zG0v!2d
z0pS_bkPDTNQB?FGllK?iE@n7ta@;uUM?tHki*@cj-=sikS!BKTD4~v4HL6uv8kFmv;8`}U>
z$srCk8};R7WnICz#JJ3Va`@
z_S%z;D72Ui;oq?iSv?AZ$zZ^fL%OAE{4HNis?+7xF5Hd%nq?jBor|=trdo1Mcz-1}G(w!hM
z?=cPBDke#-$qk(m@1u)N6w<7s1WDJ(Hc`??&p-?uJn-Tn9P^%ib`lM4^<
z3tSwva1yIUX)pX#-Q(!rysjw)EBD_h!So6(^k$4<;<@}OZ_>pfp&{&shTbD)KVw`L
zuMf_F6Qrg&0@!m4a+?41ONWZ!>COoCmN8i
z|5BsF6tyJq7a1Og)0!x7xX!5d`M1^gs&Hoq$J&0|@~5r*?{35X
z-qn>B_EN&L|9zpp_1Io0Y7iS03+HdCTK0cwZ~p$Y{tHdw->>dJ-g62ot~frxV?TWZ
zzE4yV8T5pI@J#jLg<=vq-F!1DIPX1c{Fg&iDit6#RbYXO@<3#FN|>-~%iVJgV^(8W
z!T4c;HKS1e_jSbom7D#i{rdmcp6oxp+5cpqD5$GPzk7EwO8d)-tn6$|IP1=L_7qCl
zU(2>0(=ljN>~!x^VOS!v;mcovMt+$xm*x{O=U>>p+X9vguhwV0Y_Y~SC?xH)QyXpM
zt5@%OS?9NgFW>6@Hzb5|ZARjTz!pp&_bQ5Zng31Rvaf#%>U>a5hg4R|&J0@R$`yMY
zs0lo=WCn+GRYOmRaal;2y(?GmpAH!rF(ukQ84ZM4m&7+YlLK12qUd~LrdUvxZMB!h
zyfvn0LOJ5HWL>$%KoPTC{8{XFWi<#kUWulJ%+z{#@nbXa`uj9Uhi=(yRlghm{
z`3JC2HNtVwi9mbNP1`31_{S^{S{o_RCm0_$xvt;#ZQOixI5NMUuY9WRdK2jrTVJ1$
zL{EF_(W6H=PRpv+9Q@08yJuy6VPRx@4Fgw?!TiVd^6K7}D_g4TuD9Liu-h?~hF7P<
zR{K?M3F~}qt!F*q_+0tU*SV}IlYLEngvcISwdedva&XmO@yzlmv#6c(oxBuIQYj1_4?}h>-(QD
zPytHdg*^z1$nfxZf#s232L`|ch%5j!i%p=1>rYdu4|5tP-B*j##JJqnU;2A_xLTKy
z8(9v=Wnh={_Tur&E31avd>!lPlA>PP$CA&&J{|k4f?TWP8S)aH>FJpct+uw_ZNG0F
zc2{8_VG*84YV@DjueQ3NHO5e1_m6Nm(sh5kcFm7omw${-vZ5D)8s{}^`!6uuplxt<
z!)BLZhfPbX@7+dcIMLdvnqcL`+;hBj5molGNyyX>HMO?LMKLRsT?b@`$H$eBRYK5
zdvtgwSss%Hnw4v%@0?v5?Q%a$}rF)pTWV^?LKt-GtS
zhpK985~KOi?u1;XgnL|SoUMQJ=5)pUDV0agj}%!`)qO{fB
z8Z-8ko&VkWmg}?BqP48s2139qO?;~@!MZpqkiDEUW{0=mZuxFL>wE6uidra}6pF~b
z|FFC?5A~DnzuFjTBq&_B`_>_0@=qGVQThsT!;F-Ke;6(QCu9A;!{6`P7L;mDH1Kt`
zv}&|<`_7|9`^P0gB5q@Lb*RB#f7)$*k_7Mve`vCr>t9az{!R7%k86GZ+d7-S-|hch
zlj->LnYXLH#nLZt-kUB_-{HaVZ7N=;zr5JRE}^+z%}~u!
zzu0t-UGAKUy!_?sn{GUMzfC)O-L1we;Q2H9Vl$)vkW1P`C<9$q(z|V#vUMc1E4u|0WjdDoGB@!ne*lz{6TcbhO1pbR+dwru7$#nl(<4s#5FE8IskREf{p;>-!4-)-HJP9p%VZ)@-N%=dljdrIObU&^Dd8kYqK;h
ziM@^=|EVbY*7{Z6;%nbZD)BmT@I^DqXp~sy&oW^C%h9=OVU!#&U0x-2(aoWfu>iPH
zv$E<>pJ|a#Kc&G?yC?6pLVDTPHJ-)y(Kt9}+po*~3xk3;v?Zp+)P%Q$11uC7a4rVAKTNm>lpbuqA4^wp$$y~FQ2@V@D@
zb6()rer$Wcxv43$u`~ax2`i=@ao$25Is_1duL#oy&pMCq*6{7Pt-}Q$0hq-uPHA@z
z5JMT*-yUL^huci@!%|N1F4Y|7^zmSHWU$Ti8aBK+gA+KA?LDEe1!LG%#f`q}&SIM3
zXXp#Z?`6FI`umfP1Dsq$nj0k(muNkR(U0-Qmqo~ypWS+FEOR3YEoB~WNWEdwT(j4ZGR5LAO$QgBCzI^eX+Ue*7=zQ~LS!>5J
zvkBs+nw{BFhI#2rc|#i2X&;0O&}zx%2|BNuc!ZQ9kFoFKZB10V?GMk|-G-fasV
zodNh?;^+q5+)}m3cR;;ZsnawOhad<|55I>x;tA_G8H*&rORWAl;cjhMz7v9%Q?~Qo
z$MnXTBYd^FQ-c_P?Fl2tJb`#^3Fcy-dteU%IUhmrh$Hqw*b>j|pW78!sNg(7%@Vgb8R{$E7L36beH%FBAoQvi{HM*Y23>b|_t$lrwxu)lIJ=-R!y+m+`6^SI`C1dOjCcn
zSmP*O)@ka6p)PO82Hs$oKdhnW{&@HPeIMv9FUdbRmbpmC7?aHD7|3Y|aXc|SPLlZ9pc|kuQod?h
z9VZuYW9%}Cjg>WxIZjDYQL(cN%EytbpLgOIIbGsxuYxRM2HL?3^5?eu?=QlS-{WtE
zQMA3>+@rpI$McNTIX!W5%@JUynpmkw%=*j8>|Y*ql^343_Txj)%y3_XxyN4H4jX+>OJ-_%r-xbzPISEn!bB1yl?|9KI#loy
z&u}|hu_Kte6aP^m{XTr~7E^eZcD+=~lW(vyk`9?90BEWzI9Vxn0sBQ-ui6<8R
zS{A$9XnCteJxrXUl|6kt;ANbNkPjO;IpqPqmfD#cFxFrcQP2+hxDC`+9*bUiGCqt+
zrX0d}larBg9+GPaCNX;8AttXO$-w|I3?Y8FT69I3nnmtZ<#<^B?C`5za9QL~SLAzh
z3?lSlD-ITt6IF12l^xD>ncv&EVKOknbaVI?W)KOcxsaTBMXWoJ6^T2UDhutBjIQC}ExX@e?~?bRNsCif3tqzf^%p*4E2sL^$Nbq@
zWa_x!tI11Pu$8RsRaA)6l@Cev2*_8GtVlM*7AnViSuZhw;+>Xuvi2id&GDhc@L_1~AY$n|D(83D?qkw%T2!e;orW$1V+qV&N)$O6LTuV6iZq3-Qi5FC<<=O_A!&!D#C=#F(&I3~La3?2^SFu+=Mx8A!0
z6*cHQD;F0Z5~qUVFA?=0T^$`S$zo%E&<9h!(bO?7C%PS)7sld4&OeGI&27`W%MV+wR2z^(|
zopk^4^XCyjX>LsA@9bk>Yx_X>Ighlv{BecU!1*%W27rKmm4ByEUtT{%9H{;xT
zQa4(UN8X%+MX3NQGJbGO3#2+}zhy?jwDgSFOj6(WwGf9%-+8Y@q0gp)uGAu44
zS~a=o_r!!(?sO;DAj9n&
zF(`NYmN!8DWs-|C9IPO*ld4?`O}_-EpIkr^)KO+gaXloY_
zhrqZ2W=a}x*FXP9Z)f7wbKAB3A|y$fN`)j-hD1?GL{x?-m5@pqOO%RaN``(^5+W2T
zX)qO{LCH{Np(tY$8e~kaM0!8xb>Gjk-uEAP*Lv1^*6rfgukZIf_dfQqkA3X(TUze7
z^dX;{`+a`>;x&?%fvEgd+#WFF_JC-*8sAD`v-1G?ktgGApPh08@0-3i5kum5n}%kh
zX$#XWTYa2%>}bMg5e}+VRaI{I96Z?DZ}I~g8n4e=J2)%{C@mrrEXL5{&Bq9YBjPD>
zTdSR{7Vw`4Q`IH|a@K74EX)kQeg8fRrQN84=(np-`HmK+p;OOcBkA}Jq%VvE$6=NZ
zT${GGv{RyD-18wiIukrflf@t#Xcz|`vN4%E+V9(a(6B&j0tE_B5H9z{14tyX~=DAaEk+KpRJB;?*36
z4gT#ba7o8IzrPx({O4-r?xEsikc$O050x2_jAWLmX=(INt;z&j!{|Q`=B(H<U4s3OA*k<-0@t3vekcw8U88B}@p#>XK#@Mt;Q6tXZ*Qg6_SSfyhggOc`bWU^g+F
z((n=ku(ZF1qLhORe~h3Oz0lkNt3k}1d;BmKE(zdWoy-1g)L2_&4k|NR|NSJtw6|$l
z$FFV_MkxzhV?v5*ZHXSg4-BvrDO;E=2%%0F=3cXu!_MCR`Mh=8cZY@9iT;3Z89PdZhXR5>
zG4JWL;gf#Lx9}~+%FY{O>+3;7J!1DHUoF3AShcfl^^w(#D{9lyXdTAew-j@(}bIWumJn}^U5{Leas^^W|y^~3-c2#wVm?4;z~;$$m=h29198xvUK!@
zZ`yM6IKu^E)Hvt!-jnD$W=0!W3lmP9x&f9#pvQ#H_M#4pGVe`4_ow)a>-!;FdA35d
zfxbtq5FCUfcS(7F8}$hqVFDr9y1`xGMP^nDxpu6Ui{Eo4}~4_rr{Vn&n@mBog`
z!buNR3uS=a0CTb{19FZ_eh_Y6u{BUz~6O+2a5@}0w(eWR+K-mdj06g#Y0WxAT
zbKfQY0ymf(m@E>VQF>?Od2#h%!iUE^`mu1}I-Sy>_xK|0-O-PQ5a7<0)ivIJ1`qBecsUQo4>ngj8p0vCO46&X+
zKV`u5gGqGLxYN(*Gi%ibO}7@`bX(iap}Jz+BJ2CTq5OT_f6^nCBW>)S7m?g@lMDfsR<`1vEoP^Eo7in;hHE=4P&f?8jtSezTDQyrFiwh#AT0W
zCPl1z5+~Z1vc&_p($66`8Qq_5)MB13^y2tB{kBgF>90mTz#g{87EOBoR3
z)Lw+`&}j!!dd?$E2!}+m7KEEtd&J|MHNGVqwpV7_9<<=q3mYh?tbzZo;1LEjZHO#UM?IYV
zI3l;NU8CE$p6Dv~=}yJGB7y131b+1K5=jE2g!t(&d+Sy|KF^y0^NHF}E7QCW!s9o>
zM2KlY4NDREKr|qkA+^6_YWa79%kk2gEG%`1u)<#DpLTCs{`|4Ew?BnZjxby$Zwq4!
zu|zEi&O}s%BG>|NXNlH~a6@%=F6-3nByHJT*7`RQnBh!qUD7|?I8LOksZ;9!uEOr}
zbm;5OojRQ!rD|=|vZ0TPio=q38$h1}EQzK2d;`Ym6EiS}!5rr@64W;h?c29cLHsXV
zgR=AfE6x?uv6gFES9NILzD~IBv$`(Q(->AjRQ<4k&Eyqd@W6)3)029CC)o%Kgnd?D
zwm70c-e=X?`}``~XI;AVIY!21=Jl*dU5o&0LxbTS@hv=e+53;e$B+lT=FoJ~L=jOA
zQS?|g6cy(@sx7;A4XWecUy|P*xq1}lXs?%iKP*%i7)<`-vX!U_4b}=*hp@f#W6zQPIdRIO|EsZ-tptd+ND~(uL*lt7qTxc+@)7BE_C(}d{k
zOP6dpj>7F=^S2P^nt!DWA`9&M!A}uyD8e`3W>s*)k((8>!Dj;BA(_RW{!z}wKFZ32
z4&8tMwqF+v(-}<_=6*SpDR`bA7BnmK3&LddbBQ{ZJ*>FdV0q20+-4}z27k?SnIBYz
z%>7JE;XT;!yZgoa1QXTewoUZS^34^r2@ypk-)l|zI==UZU-`3m#e&R;_r6AAUz*?(
zxRD&HoI*^XpED`rIOfE9ET
zgm(@){u4qj%0`hR)W?Ezwaog)=b-`;F$WVZTVY*=-44oi#~=TMyo~3uiCryzuRO2R
zQqRuig>P_MU=!)L8&a;jdg)Nf^;Gkw(mlCAQ}kFdhHXOD7m^0
zTC7<3v5_B>xg3HW68=yE4%z}3P8QuS7Pc8UwhUqOPRYV`F;EG@l4Ri#9koL-_vYLw
zR5$hOCyXhC`B@zYT6|qmR|#S7U#eB0%baFmbwwNpb>8PU-XxSP``5}CIKR>Z~
zTKj3N<>#39qo=2W)&JRQS^Fc#;MJuS!a`fTOW|$;u;GX#gS%>&Td;F=jU&NcqM8zj
z0dwSxP0sO50aOb>)lSLgAbFN+$evB-I{CA-SN_XsjhSvHX
zHm0N?i`-R-$5BSWdZ2mH>h=+)gJ^(;SIAVR^c6E4J(43Qj#+oiB4WMZBOL4eO{
zE#E|@5J`ffzK4=hEaMIK0%GcyIL3oYUbVc0Aow?yqJ#S=_EJX9b*k-iaG~M7xbI!u
zP?Gsk`M85b_q{V2l><4ZJvo1<=bNl&o775#RS=nXZP#wf
z83#pM*OlP~J$1FGw!EB~I;fzhjox#W{zFvUW*&%I9x55wwbR-u5i&~B*V`v)Xlz<%
zcx^({8}CB{o3&;=e(<~T-q5?Bhx;5lJdQPm4TcZ;$x8vY^YGaWWg@2M-|+-CR!epm
zby)t?sZ%x2&#D1f!kM?y95t%zsKfQiom9MMzy&NKIuFY^50Qeu&yrT>g$o~^!}w)8
z0!It2u1(F&aomy8oDF0Derf&Ng|YWxs`a!vqQ=i!HCCknQ{uc^6HP(oR=6$*wbJ#D5|1UWw*
zE~kF{^$NX9yI$A|hQI!8j@sDOZ*KvxDr##x?lNmb;FxjDxEJ$4vYk8c2np#F8WuLs
zRgpQ%??!Dp)h8017!Gd^O1Y7r-wrV*Ja6B<2M*kN
zzOqXnD3w@I3JHJkoVq!Sst^103$3G!f4E@sH(O}+V!BByQm*`%uuKO
zYrn!3YcZm|@#v8P2WN_}uO9uo_B$qRr53)5a}T2)oe)_D!o+A88L9GY>m7AZKI5-X
zoT+88d9z8k-`)I7q%^d&WbEwh9=Iqu?X!5Aaco<{f^@M;i`GOldhDveQF+Ty$WjC8ELuj`z$dT!Nw
zeb2CN3e{U?u2?aI&0AggYA}egG*kCZOEB=QQIv9_@{by|MDD@EhiQzf44ZdB2IAEp
zJmgIsC#4_a#Eazr&G+>DG;p}TdV}>G=YT)hhBk?<5t21ugI2ARu$#dr_51o7N7LbwZr|lW%Ykjh^
zvix2SJQb9jIBU({9EtUSE`3e5$Hw-{{q;fZ$Ct9cl&i~Hs8Qpi^j36*fY1fP7#JD3
z;u9;|rOR#V1!<}0&!4BJrUs^^>7JT#Se(JAs3^VldzKfS>P$yuUX~{)O`JulXsIK~
zTltPbXU`6oNOn!{Yve1-#T2(6wQMMGJMYb#-uy{@AI>(XUPW)YqIeOs3KuV3syT3A
zd%o~WV~LVuU4ygRjaSiIjxkQkOxo5dBlM?CPRzaJ(CF)VVqhFYv??^?R7NkAN9P&>
z*HFo}u9>-Aq)xe2Ra9&RpI!KCO#5wcce#VA%RN0idw6)f&e@<0cQNdq^@v09yf5|+
zEK_QrS(loYX3CiiscYvRz3}qo%NEn8yFJmW{6@KBu;J%0k1OHfU9^V|O#}4~n}11G
ztS9yQT5ie%J~l;Xx1<50sOP&ih9M&=)@oF*X9tYg(xn3@O`7E5?oR)~o-I9Zb3(YW
zl?-Lx0D<6pm8v>bEEWMvfX4kP^*
z=8PG4m_vzQyw1|HBkl~3Ib_L~E*+2vRqo(n!$L2mr}N9~BA(nK{=z^Be>OUtnwlv?
zl#fM5PSK96Tm3u7Ao|+wx;pot;Wo(|Pi-E0P}OSY%mga69jF#8=FUAd&??%3RGoma
zmQAuPV&VyFe0@(syk78O)5M)ej|Af)Nji1u8+%5~d81&pBn7Y)8yE
z<_Y)RUF^$C4ft9vjj3HQov0~68jpE)FMPTwiKpVUrN!^Ul`Dg|Y(SkvZd!5XEUHkk
zr_s0d?tDRz(ra46zV32U_TLUEov^v3aW3PDnx={tvu1@ub58}2#7}7b
zvmamus5~%i*s#I87yg$-A_nNRWZQgv1<4^04?i!F1t7~lZy`_d9{_@L{QUHZY!Q)>
zJ2S`8+~X|Oy@U8X1pA}OxPExj#;VFOGRaGdb&QK
zML#nJ9d-ZV!-sDT7yIaqi&%n1Nozp
zy~@jLB#=04Rax#slc7U~#3JAk4Bb?HrC13>KemQhj*k$Jg8`Rk&
z@KlaDbLNaVIFe(YChx9pOtRIs8QlGh&e%xaWD#uyehR*zaloy|+*^%+_42aGxJr*3ZBoioU_4f~y7vv~(?EXEPRU
zNV6y6@ZnyJ_FTy14MD@NTy?-g3tvYoDx&%g-q9=y+Q&Jrfl_&#F}CkGoerg
zIC2`*je5tRiK2pS`b_JVR|q#9Byo4TY?FL|euqSY3G|W0qk2(cr23#Ym@Fb-#E{(O
zI?lN>y6)O8b^-sK#{(Dl^G)_xR6@J(tP+Qg59@8TZ*K_;Sv90A%}i~5EvhzZ#?g~}
zO!ls&^N~ObeS&jm>nZ0QH-9agtsPlde4fTc^2w9iAwFmFXdns-bEk8spbH-Ze0J5`
z4NBmiVop1W(jRKk%*+gAsF7?t4aeY*qtoZ=S+N~0nV>`AZDD4{^232Z0UjegVoPAa
zVi%W*%sHMQKczL~e_J?z{=Jtaid5DE#es!~DabL@nb7*MY`!rw*MZPm)97>b@6@T2
z(WYj-(YfarW>4jth4vb)_h`7bb{u6>1V>NlnaW4B`u#E;AN5o&#Hh*;81Zt5it^OVoO6vihkf>)whG36w6A+Ytl>H52(%-JF<}5XFm^FSnqa
zcJ)m8a@bb82i~F4GNu{;E5ftKQy(9L#@N||f$9syl9K)B&W&IOcJHRSwzg*6EzPlG
zuNYNJema25l$3Co->)HiiPCpj*0m-RtP|BK^94(?E2-eFnxf)F-T>lhn*v*H5Nav
z;pfp-l_rD=uoxW^vuNeYP#Tz3Oy1WUg~gsd+j-NbP4X%ur6$g_$dYik1&-OhT_x*m
zVq!4mHg44Yh7Ro{<&d98Y8gMr;7U{+x~Z)X9?UrPqJLef(0_r^F_SOM|sT)ZxQvne$szz?vCZSpq`&|7p^dF)gnw(orFE+<=4dCSOX;`XH^Q
zriPbG>VY`~erC~SF)uZ9cXyAu<}+zh8~lTJ6Y;O2De&_4HYKCbPP(VPOtn|9>jeev
zDQIA(+OpEyW%+UmY+q`SQDxdJwfi>7-3iAe#${E`S{fQs+zfvbu$0Egk&1iv?D0p~
z@eNf;72g9dn6X~i!&2O&$wg0`d0l$+=+R--7!NyKT-uqC_;L8tSX=EETe34VuXFor
zrMQmIPJbI5VKI^>6BMO}uC5Z^bzvqtiR&Lb&hbdF8A8+^iGO!ZZEaey_lcz=GS+?R
zQxx1a;_l*_rwN@-+6)1n@tQhPRDs4c$BjE`=eJ6((#Jm_fDPfHcBj+R)AJeJNo9*3
zZ`+mJ$uQRxYSW_LJv$jHDp7tup#vFpY}q08+7dNN48!1_Ud{A?@Adc+hE#PtgBFEg<}1D`chLJ98{20
z?SXA^1u#U7UZwzw)@44=_X{>|e>h3Oh;Rv@?O}CpU?Ks_5Xeo@Pa3OX)c#1y-Mk9D
z$YuIL#W6YQ;XO_-mJ135c;U4ZXDuog3WBzf%=v61*eQMnOH2*O-)OU}ZET({?&oKH
zQ+xF2{R_*UKJEJQY=
zMNgh6nQg}>Jk0y_`SamKu2aVcZyxk>o^^-m#Zf}A5?}aCQ9(f=BcM^csDaN0bll{T
zN9^Cfjl17ZTYI;izm0i)L!H&>mu|qX4lthEu3ejOe2}w7v2qc=s;K#1?Nv-S;$l?P
z*N4IqNKK@|q$T{A#)-Vz7l!AJiQjv0Y8a)16^=i{?&
z+qSkSFQfwvcd%qW0tO;FeP-=PDB}#jk3BE;$~R%N=Q3`e#4r`Jl{EV2RNt;tdk_ry
zbZ@`mYU0A{Bc3cOk?+#Q9P*$j-X<|NOw;@3)HBDHu3EK+ZjjNQ^p_c#nQ6Zc6kS!i
zJ)H|IrVjClUB2i4O~_>gsmWpVJ^(qAZu}+Vw=mC;hnTRp(D~36-lKGtbC2A!2<
z{joDXucT$PA^+Y?U@%}RDJA6w>vw{H1viOuRE{;TuIK=)NJI&X9=FZoKYXLJwTL6_
zknY|CtI!a&v8&1<*;cOkoqp+(%d%y`6fX8p%W#E09q7c
z?FX0I@6i3j)=uLlC5-|13LXqF)PZCwPNT@y#)oILhXq4|E$$oc#N98idb69BRy(FH
zZ&E(*jfr`)IQSG5Qb>VfOnT3rJyS1Uob2kVxuATvLMF`W2T9MuE0-@9;4v*_oZZ%g
zE1R+Ay;qc
z6|voX_H0FDae~NzFeDAdUAWLy+(K}JVvim>c)(p*U?7o5CUTgi$`Pbfp9=~HR_tEN
zO!{cOAYi5dYkclqUQyJZbwW$4=B*4qe_n?M*6|@PQ{l4)Yiqkc8CaQ)Byskm$TmGV@1V79Ed%A`u^@>PT{|aXVq%C
z%2G8W-@)|g75ns2&~z;v{PJ97bWv%8vFB!eUES+Y3=U(YNGs0qI}{fJGzG3JjP2zp+p>;py}a^pE>~1m4yKHbOHEY-
zmUwYfDLfba*xl_G&&gC@)mti~`dGt1-{-2BavKabHi7X*30lN|{rcQPKD_+Vl^V~SGR9uYQ;bjX
zpHg@zn0d05Z?Eu?l>1)!M1EZr-{j0~E_x
z`$^U3`H{niV=)*u@c*hYz3kc3r<0Z}89*mbn)_xy({e@?BBpnvTb5RSar5*%tCa3|
zv>;9q>a(-qr~J+t%??*q^=|&>OE}No6`c%Um*c)IIe7?@w4G$mHc4scsgAjyVd!t&
zkm^Jkcxy61yo-OKX=2hx%B%WOZ&2XH+*7j$N3}eQH}Aq<+UB|P((1B4XdlmfKi+ig
zXG6obNwF@;A7);^d9y7s!ot#WQQ@%7f1z-n&nqVwsJaz|n!+%awoh#Oo!o!K<>NiR
z&Aat0vZ3<3=Bekq%jk4!Oqg)|VaUX=ce^!YMT`j?)MI2-W#w!en;__uG&d4x7!388
zsYkQCHK*xGl6N=0aH))LxFp%~=vve@TkDXUze3>t6HyWF)sPkXFiw3u+R3M|WK)3_
zmsp^z8KBv9fs>OJ>dg^%->;!Y^vx+bGdycS_PrxbWjlB7EQYoo*mSqz&l@c*t=Y($
zYS6^>j~k?UkrF^O_N}KN*9j!iPDCS7luL|~3Dg}Bx7{VG(SBR<)
z962JS=k?J%Zw%zS2tw#h$%_|<5oO(wIh=o4rd>O0KC6~4vsrP5Bz^F~OiaE;jU0JG
z>`#twK^#S0$Wmho1_LuVQP7)HnIEsufXixTT4e>ZD5^b{-}+K~y8W8JF%r85iM#gB
z9E2TOhwgt=XN>|Sl&=tVYhDG*t5J}
zUS59is8Rb!Qqyr^YHz94wHb)=!W;80y(Ra$3zfHO%h{%=iee$17Q${u%?8G)jJ#OM1?iTSyYdY
z9n%DG89n9ROC(X_$C8r-m(@^R*v-1iPCEZv4iqa*
zf_ReBzD;wf_2KgRn<^$jh6w+1vHof@9HUSIg!x(1aDo$k)@yF%>bz?8M`az$tg7^;
z6RsAmUfso1(PinOcs@4p3m*_!WAhV_ssU
zfxb&d>ME*Ns>-bp8lXEglWi9+Tv-3=N*5`YB}>|Y(^$ylaZ_6#Sd
zK7{M7v@{8Zo0qQ{XQ(p}nv+FK`TTDQ3S&)UWl@Hu~0s$vGJte~k(}BJ0dA;F#ehJ@KKs
zrqkrm3q3xK1*gddBklQN)KP`)KNX&Dd_Qu%|j0DXj<1W
zD)ISlw@3WO^XJd6f5}58DvDnZ>^UAvei05WP_xrNfngF$&2Y7ILlD1rMlG&S4s
z_dX}vY6H>*Il#2#!Qp>sm~ht%QvTr_w@vbH1J9$1xXBFg)w|k5yaifs
z-Me?!=-+>`o9W}+O&jW8rgs{<>UAI_B0Prb)jc-J#s23NmCzr0H~(0{3`aj04_FW`
zLGb0vV|aXNtm!mLwvIlujiwIsCnwNCa<#5g@e-55L8{^wbNBLZ?ds;;SZBwzuR`k}
zHq1#$2}tKtt$>u}&bjL9>R?VYZWOUJfa+riIcFp4M(pX$v-J1(*BCRV=fs(5TdBfb
z5Ss)4m$i9lww*po-s{)VjjNMw
      E{0|&B6O6tRh4=acLtb5j}xw*OV=Yqy|Y0c67
z+{ZsZrtH7_=`}UK!_t1^;?p*#F{=58rIKPyVye3*b%TIJu*1@iXPhNP58814V{Pps
z*b07JFiP^A9_#z_wdOA!opTiFIR-@Q|_MDd|aZkK7C8;W*RB-
z>IRCy+oW^nc5=As`hH_B*cGOO2_|hQa*oX;Mvi2~lI@yS1nQH-k6rg!9+rZOF%epX
z+jyOF*BhFK^V}0kB`GP%B{K5X=2fUcc$g#IocU|0kT_X`W;;0CQFjQ^$h&>J11VCZ
zr}|Hyj{d0U_l_F7x=&HyoZESMfwc>z^}ncjFI&*Nu}ndVo1;tZpl-5Jg@);J@CA9O
z4Rc``+1WR5+-O4p@q1KtRh`grle7o%X-ePZ8zk!W!on`xlsp)*RB+3Wk0o6M4@D$T
z#SZ&JUJ5N+Q&VYh){S$6>=*QiH@@}H8A67mqoWtqA7EPa*3D!%wGi6&Dr_ff2TCn~
zuF?gxisA;2#=xsw3LWzfutZxh_Ix~(4h+4>zzBYz%i*4-&U=DmePZB{9D#CQyg9>Av*X|X13wT~GyltYrVAth##5p}dJ+s_w>eM*YGQ-kS
ze~yq2ZdmtymYOM#ul?+cos_$En=@$BXMkC0x`#4J^RR!G;|LM0fRy*;2c0NzNjZ0J
z=^pJT6P2bbIis`NlUAf?w*B$r$5X?TKV4cb|1ARn<%MPCRe#=B&?JC1y3Tv``uKdf
z!-54>@L{*md|z#8kBXQwK~V
zMk6_(uI$Y1@pyU>GI|kEzw_qvxwBWh`^Ivpgud4z!A1x+7A!a#erSslMdXs=vqmzNC?o?yn!~&37hw@qbwE;HQzHv^PjLYoEzifS
z9O1Qg?Nmx#azMqGFI|uXLG+lLn~$+y=;&Auoh0ZK0@!UpOBm8S5J?*vhPUXL&Ks~$
zikC2VTcQ29QDZ?eut_51jc~duVf$TM5(x?NwjhOpsc-)=R25Kw@J-!WK>fYQ&21Y)
zz9&cr!_p5*6npi$`!>_nT?8zbRjU+ye0-RjbcH5*sGV+~lNGQ@vQHaj>&B(#{_P^AeP6bLH94wsW-eic_{
zbZ56oL{i4yi+lFyVX7!&KmIvT7lhXYy)`dgKP_Am5fb-vr+;T4cUa6v2D77%9(9Ac
zSACz;NlwlSU%VfmUMX|YgEU4a{^0%UA46r@o@}}DvF@wK{wplPJ50<`nmdao(+R=d
zT)w=M3Zbt~>nOgCkBc9&xSS9+g>jF%aPKQ1Da5ldGm~Kh5pSX+z@OKghv1^|2{D65
z0{`2OD$?#t_ug4((8vpm>`HEJUb$$|Rsfdz_<-&cA8zcWt{%#f>o;PA0<9T=fY}r1
z@a|y1gtH6vt<7FPV3uz2k!1L{e6%gQne{&b^C7S%E@^>Cfm>!?8(BR?YwTEM$`p}J
zgxm*r2`&jDv`S)gKDlWm^F8SG+EO7~SXj7J?@msyQ|nomoSxS$`{Rn_^tj8(QS*-;
zIIz8`$^Y`Nrw5AXm)}*Xe|B1#J67W2?)k~k{8FLn)8+vCTh(JmjS8YMcbx5sLyg;n
z6s<)0_1Hm1@6yNDQ3GX(K2IEfOo8&dbxx@COcnRSx%F)08nF$iKFm2+UG%9D0qo)J
z-pbF108nV6vfI0FUl7ew8cXt{mp+(CUeVW+kQvoN6|KkGz*-1STfk5hjR$DP#2t{`k#d3iGwchJoh@7`@k3Mftu
zjnewRBF)n|Du4gJ-HD|Q(n*%9ZA$_?+~=?Kg#H(83$|f&<2#uYucLF+UgD@$~uD9`(h4-ku*lAv*rSDGVj)dfl_M1T_(JGm0HtXJ&)krA#Ou|-I>zS5IXbv#Wr#Uox
z*ugou01;H@kZZl~E*{0!ZLz76G153rxMoM%)pb2V?^%HIo1YH%V+H
zqibgd2;-;v)jZycnC^Jhq4$4Y0lo*(qGwsv`G%O%Eo_)z<M}Y?UC;&jMHNqgex*YyQH145f`BlDY{rt`8
zmy?%2NzVqtg(fi5AiELV+~M#peGp}8re9^QK6&mr$5@iGfBEHVVgN4-cBUa>d4V{7v|outVI~eYV;O+qcVTYBF0k@bHYO
z6l`X;MZu?2QtsTjBVh!22AXcOAB*1#*8rG0_N!=Vy84J-%OpVx^3d0Q;l&6!8p0z;
zuK^SjOj54zoqb-nyWEZfZqr#53PL&J+L#tMmt^XAB6%UErgG|TxG
zzg%s|>+E%17(y9NcUnY9-7nR?eim5vaPb4~Yz(
zG4;S?-5IaxZ1vsvRa(#mTwT#)rmO}EHX+=~2C7(=zj9wyz$3|wlO0TXTt(^Y;&v1~D&?qBR8;vRiz`;@mD7CHp
zK{qB!1JR%Hib0JdA!Ml`grHh)h^eB3ttI1tskD(v)BVSdQzLPp{p;|fu~8S9-N8qv
z6`t)MG1Tdhxuy5tlCQ<{kIlco{u`UZ82N2bFJ30IYsiMiUZ%9Y%#aa?rD+3uq0S7L
zac2G-S#gU>WSOoRDdhrFM2-`Mx75QaM3Fw!?b62Rt3B-}oa<*DptQ>@2!LKiJtx>B
z81(ahZ?9iP!sJVzu+_H4rm$j$-7;)po9a%V7riDD-_jEV!h=q9-W0foNKd7Sp^u+F
z4Vp1M`ms)-3aDmxaGxXDs_r7a4^7(he;D!q~dOL{67Ogk7zpPkO{CN4%XEAn-
zwf*&a&~2doGofKU6po0th%H5#6&f1K?|wK!V4T@GWF#RKB?Y&K1xBUN#{a_dwJ111
z4x-;1s-oM5G*tt=i=I`nXV3OrG?pm#%Io$?k;=g1TZPLfmht*1Me)qeOhM`Gpl
zzr4x{txal$vS^MZmugc
zco?y{rFjveXGvICKEg+b*5N~k-sGQym=&Z1y
z+ontl*s!7GXr+v?w{c0Iz8kF{t&c!WK#J4Q#126oEY0_v#LaN=@K{joASD`R^siK7
zhBjrCU%iu*_?!VCbwDGs=wa!XDe?SlJP;Pz3`)0G?*NR3=ZEFd+dVx@MK|v4nAyW)
z{ghT=7cnb%Tq=$T)rKq1O?_N+`OLRu~V8Q}X@rpqEgmQ&~(!Re(UNEJ;ag|6Nu6
zAf|;5H%wbNXu96^;)+Qb(TAidrCFle1Iv*-{LOYyREXooIUV-Uvb!&KkU^wj`WC2q
zK7MMA8@$>xb^+hoi^7g2$`xLJjd-f5WEA$-x96yT{qbXQ#BR+X
zjdJV=5GLK`S*p&Ae7{Fqp@TpxKuf`u3a=v5L7(9=gzQFiG7FnjDzAnT&lIZjcmDU4
zR7_P2ZYY^#_HWEy=Gu4-j07FLh{Q|>X9qR}1^=ikB#uC6S%dPx=jRwb`{Fsz4WkeB
zCMs53&G72blPCK}*{i?g=C6;6@jafMUb4H>XJYw-Xv1y@-SYX`sxxllt}qL-p_KWY
z32)>T66eJpn?H_uK43P&8l$5jAZtlzs2TbseH)MUzM8=eh1buT;PmoKr@UEH{gHD>
z&84o&vXusDv^W`46$`d-`;g<9v@RY^!VGQ*iaR#HlirzdL`h~stxv1b#Kc6(-+g#+
z!>s;_&ZbzGJo0IvttuiS>ODzFh{wp7S`N?bWLs5!3O|nL9^E>eN(Y#@_wHia?;j_;
z5uYyqwfm(1{W|~oi#iI%=?8DF_pVS9K~DVB|M`TaolEj6|M!3X`=@#y|GC%y^LO~e
zqB9i=!~UOtsBU%fKdbt*mCQQg{D%o4Dl^E3z3Z&A&sytR`>eh9bx%WjFl3^7?5N3kro^hx|wNM(ni#g|dSp
zC4OAqCb+l3R{fmqg4kendhPcpzV$^H_TRq4vFVG+I}Z)<2aNo!)`CwG+d>Yt?#chT
z=kCB8j@vQ3x_5QLSotOL-8l3ZlN5KwcF)cazK=6YkGtUBbM5z-!%@5X8=)gYp(COl
z!c18Xr5!Y3`|j^x{rkFbalHb=G4a1I`AsX7|M~wftF~yb`}^`%)pe2h=MUFBs5bxe
zhe(0{^MU^ljnddLYwJU7>sQXs&T1NN+q!k@+pFa#;y8tcnbx~6T2ik!YF#S^->X94exI_w-!2o
z54~YE*59yoy;RA<873yCRXEa}JIf;Knm&nWTzq!q#wYuMtb5O&@7TC$Q)I?AR@N{(
ziHnuX*RESv9xY&8yD@-E<5ps#*)uN@hso=f1C84~whG3LBx-HkxN(`IqvP42Lwz31
zuSF9R6K}@H$DgqO{z|6FiTA+ho?EXZ9&Fyp!?RW<@L(i9P#7#^@h$m^Y>dYH&HPtN
z<*kIUn#Wcw3MhG{Vjqf!TG6C%n=t;
z6~FtjEAbdquqmsk9G8@&R#a3R92&~2j8^hvJ|ZT@a`WcRgtWAKAtB66hm72AE~Wm}
zSsuR1QA?fW048iH^_n~G?kmsA$ncuCovzQYqNQB#s}*>-{m5p#FiH3B-J>pjc0?)M
z@WKWa6%`&{-kVRKKFtq2CmSm2di(a$g8~BVj=^z!MMXuOb!psZ&z{x3eEAMJ%xKs5
zGc%(0<8M+kdc3dQk?qn3l}c<
zbx2`Oom=P@=Ty9AT0x*o%QsuvpChlmIG{XSlAdn6@WziHKb}5w=ET*j`>^ou?vnJB
zx9qv<&e=9
zOe99&CZ}5J4lb@WlAha+ca%QUn;RJ(Ztm{B|L`H*yLa!j+dg~S3^r3;($y``adsx_
z?&7Pna&PwU-o5+*1NW(c#w=dFFB^l8+*o5j(f@I3q$BahfaYj#%?9JTRM+@;?xf`8
z#4BaYqdnEKFB+AKN=iO{^4RL_>$_A}SJ$$?o>AkywL)igm;|lEOkdg-5xaw*yjZ+i
z3%yRBJh_y@W7RFMp6$S>qodPVlYAw`%dz{%eh&3_Yv-oN3f>xgzux|3Q*TW&^~#ki
z4?9fq)YsQvb}at#g~zh<{5DaCEylHPZ>FUQVh)FjxpSJu7N+Q(=EjtaYTrs#IpZrP
zCtJOA3=G_L3hw6B*KeB`Xp*$E6AlXxA1c}#n)~C&#+^HNx_Nrygay|!F&)5e|Mcoh
z?Uk=jZaU74w@ePT4vvk*zIE1{a7MYxuei0w
zsi~q`yRq)wXV}(9%!P-Ai63A4;mMON>Eozu4>(odzENz#;eYwO
zdt^g6@Ij`nTOZIea6PUYZx7JAe`|*uyHZ@txX>A|k>LPeUtgQ~S=)%2v(JPT@TGKg
zbQ>k)Hin0XOW?|Jlg49KcUc2sNh{?IXh__JXcX4Rl3CzHS
zC=}i^b+2VZ*HEyuuBUuTx9C`NMp`;Li)RX(aHw38<%L4DqT7Q9w^LIOQJUL|eBU`t
z@nzf?Si{ZDo$mPQA>&d(K|!oum2qW71B3mkMm0;Ys5w;Mo{n?wsft~Qnn><@uTe05x`3vgPE!tC2?pNlH2y!Y`e|^etHryt4)M0Whw(V&tsk}FG;g3Q>
z*2v1r;;oW8p{NSsC-1FM&a~mJicz`kyfD*r^~alasU{7oeXVC|YHKfb|A;gMUb>QHOp$%_{+_K(E&Sy8#1@?biS?o%DF6<_=v
z!#Azgy6XyWM{3_Yyu{|;R2`;gK1w;C)%@$%#|K-4
z%-K+euMajKfAaKcQR*`xixrgSuC7Q+EqZ!-w%xm1u+6XExKW6Um6MlWhLL^p<_vF(@aNJvFyZ+6+_SY<
zrZ}(R?rK>$3_9GNh)aCRx4Kd=(x20JXAaqOq}YvNyS`xwF&Fto752D`g?qt*l&K
zT_rqv95y_5yjxLLU0Qmsh4(y;fblAF%uY$?;=cAX;YDxR3T*u>Cep@PFPv9YT!G1b
z`SRs+6vx5g;aje*%iq3zyW>7HOZl1y&SW*F#-KVNt1met!E!6lEM{hYEjY*{2z;
z_)%7$0Q9s
zy`;H09|s4=^_KkQu7$gzd(gYj)J0VHwD%mo^npfRUVh))0dDTX6vOJaPfrh
z4t19AnjI{le{$58Z~gl9JleSwY`6qPfoR`a6p8wJ^^~XHr+^t*cycjCQLh0@cHUzy8*Sz2|;R9>x|vbLHdqBi3}3Z>ai|W2ooamoD9EYrA~Zemv$=A@89>pPnDT
zo!~TQH#t513+Hh9^yx>&0ogJ`3jCv*dm7?1Gc!L4R4%8czNe}cfI|2pGgH0m%2{mN
zFT8&)GsC)X73F7w&TaJ>?3zTh^lB!x440W=o$|4sYThfQ!Au?zv9YTe7#L7i6uQ19
zJmtS~X<>d2jqxKXL}v=kum`fTM0|XF66_~T(v9C+_no+KVLh%zFF6f$zNN3vLu_Go
z!|~(C&FA7Z-rq%0J+7v<6;~NkKJ~*D_>z6K2!P(bh53n`wacim&CKi2Gh5o*mveG*
z8Z~8a2O#{Js7npR$Llm})Asv!)tkF$Ks)&OF2tdutN}boKu3x7j);tOUzqI>duKnv
zwPeYX^Xlp`JXOH>?NxSB9G4%LPTQGz?C0m_cMEev1NrgBscZVGKtp`o)vH&3OlF*(
z8?Q5^gv1MCC5TrR2qd_R!6^EnZ8E;NXJ0t8ZgyxwNt$0*~Z<{(QQ{<5o*c%jvUc
zKLiRGKJxLog|*+>QgF}B!{Z|<#QG&n2TdC@e=~FnV1dy!IWLHyz?Hu>xY*g**<2AJ
zJ=yg-6m>>)cJSoGt%B!FSe%`m3HFXwia#|o-bY30t4k|P(ktdMu04oV#mdDMS1Ulb
z?eN-A$8kod*&)fdrcKOB@tPk)MC_lxeti$f>C4#aRjYhN&e%2QQrXzp%QX&rj0QHaz>z0F8
z*8)Im>*|KDZO;1o{rd)>UeJld&htmHGpQ(A4nqCyyTOI3+3hV7e*0{p0`SRZuIfc0GPVL4C+dAr`s
z%%f(d!9roNv9WK$!*>N@9Oh;w7@X&)uDB8!23WMJaO1}>VoM_f)qOGf?z>JsT&tF5
z!pX$Q=#Ij3$#;*;2j{sStzRHK8>iz{Q_cWZIV{Xg_<0JV3d*s1yRj?A*t92V9W6x3
zNW>6_fec)|e3@;{7M^1m#aPRxk|4nc;6dxQ9x~c@&Cu`x>d>Z!hK7#-1MX?2P5xsz
z;xmGd67`Dx!?LrpQ7TTB*VL#ybaPuvyJ}V2Ck}3IhK`b;y#PPtGNa0^>XY;ybhfpz
zb$4|Y^)u|(($XU5B4|?oC?%`(%A4M@b29M{_T9fEA>sNHtf0KHFsUF*SK2nf>wEsNrMt$3H7#S=7W$KJh?{p@z*|2vtk{99?xS4p6cO3(>FF886=_vu
z*9Q-151G`{;2ISIPNI9nUti%LxPSltJi_8%N^R)u=?TXW9tOcp880a=E_l5EqPC6>
z)zYO)ZS3q=IXPusG+|%x+74gNoaul6?c29USq9yDP!sY2hg#a&mVxLWG^kj1@-AH-
zdb3u~Hg~r-(-jpJ31p|6)Ne5}GaD1mT;hU#_zSgwF20i`(xRjE&6_vcHbeuV4Zazn
zk3K+Z^VcW5OMz+J?%zLg=FF;Jt*tHH-Kt$qXx{{Q0sivXj~fA4DdDj&yrjv7li$-}9sj!@m!PacE`tE;O&3JADonmx6mrly8enQwsB
zg669+or^Ec4-{#SS=3iT$N|^xqmeAJ5#80(aHB~g{FKM#cy+}+fbsY~->kb#6lPHe
znj=S!&@mmP!3g?|0l;%H30zyYdi82LM!sbX+?w)C+5|;{1A5OW4Fg3K0pBeV)@>n?j3S26^Ltj12Ig?_SwYnYJT?g)Gh}SWy*@Xa^j$@swQ9
zMBPsh^ZYs02uwr&p@7ZnrF5HFTPt2Q{F$&59Q69^83)uqt$
zk06<%ATNIhG>UEu4+Q`Ri=~mWLirjSC+BLM9S;xBBg27;2wF-rrr2+VvVnoYnWe9}
zG%~aS%szkpDqfdr-1D*&*hg7eSw3U#+l!Nf4@DM!A0dx=o*MRSITS
z_v8IdQCzpXkC~bAR&c#K9`DU;X=y31;dx7MXYruQ&nr<}CyxVo-tT945w0rW^Mey^gX9cruDutk~in3C+AlMe4e
zKJg%HV|k6cw|<3P+W2H+Zc&lD>8+Wd=CYI=`g!%}?f5Sp3^7b6{4S57&I(-%U4?+~
zW7WqPJd7&`0>)?WO+A|3nTMKBYiMYw5O9%uP&0aaqhU&+^XJK#OD++o(3H+!xDfVD
zQ(c{-Zhp^rtS46arO%Ic+Dwn`$6}C=&DnM?RCN2EJ$uZJfzJW%?P68`?10WtLrm?@
zRO29ZHBHTs`%y2_T&et-65qa+pMKH|kU~WP6tLYjlYItk^3=mEH$k|YG5yyqEn}*j
zP|cekQvNRLi(mGfLXBC0EqOssV)W2yc@4^3gl?fH7SIQ*?Y3HH=pYmqU*C%nGr~Y5
zV3}(rZX#cuLCBv@4$gu
zq+=M@E>lxeOV7s6r&+Vc-(xu?FE01lxtbe7Q_w;(_)XgU{7;O8MWuo!>e8r*c+8
zLqA~A{>4v~n@d)F^p&2zKHrDM)pub7UBYR-m;CWW@Svuq-lTL=d{q6^sTG-7Swcr1
zlf{1812oFd;`()$=f3wB&h2mIzRy}Z(6gI
zCcHtz=vn{oui+=
z3$P%0yv6rKo8Irr8am$NYomhAexUOR3wcIKoecSs9}=hW{uhurkD#D)ke-6Ho`7u7
zq1C7zSF2)b)Z+fB9XIjCB912=w>;VMCW9{G{(1S=tzdT5T{hjPH%g>0I6j5W-rL*T
zs4rEis8XV@uMe%szPJ*k9j`fy>+5cW+3f*-L1`i?6rf*ws)*zCMu78gKYoaxIB}~!
z6%1TwusIK>axX59OEt~J1ABazn3z_VnMqT&hl>jZ8pH`LEf#z|G;nt8rXAI?tlmT%
z@7e-<_~Dbo0_p}{Pf{y0`FJR@rvm1*#(S!wfnr;0yF{f>ykz}(l9lS~bU$e2bZ2?g@W9Xy;(G`PFPZ=B;
z@r|DPIO21fZB@0popFCt4n4>W0Y$+1P-Y}9U1D|V2(7si>bL^s933nS{Pt&xp;E+{
zQC;e4&@JLAVAu%K%vqSDkBEq<6lPgmtzd(Dt$Yh$wm?g{wq9bexKjm`^>HL36b6ovGG
z+NMF0Zrxf!xAhPmpy}t&pL5Y5*D^5N12le)y11&)>*2!>sCc|aKY75$NFgEA8UB|U
zG_qCxTwHuRI+`6a9S<(`sNEe_p!hKCA6|FN31!{g&cLq0{-IBjt$Y-dG(-S6xaN5{QKkJfT%WpAULS5>_a
zA!8ReH+_@i#C8b#dzGZEu5e}9XkNgm-}3PA;K+^Y-{l*&?-IHn)Jigb&F$^G>o!9<
zgsi6nQuoegDD1?bRp+;zFJHYPizX>`<%T`lxMZlo1y~BvM^nAL=*8t8FINT+i&8AP
z0C9_$4eJ;g_ZtEnvyk--VUrLP@cyJ7#`sz|9D6r&Yd(bf_<7vj)AN+2v$ImbVPHAV%W?!qptkVS2&8cOP>Y3KplwhLS4;uk{rXJ?ugP60tD
zSoJ8TJ4GwTE}DKt|Ry6(syR9E9S@Io%i2SqJWzCRtpz?sq&8c
zQsleWY-(5!o}~sp;liu?DHmR00Jqku3m1Iyv#F@4%v&~593W>3zZ0_v`yiF~W5$j4-~=d)ADQrFhk
ze>GSGHJ+3vjq58mdk3QbwYRrd_Q!{Z--hT#)-nddMVvJcwRo`f$iU|@>2v4q`ulH&
zQ{{J85_^@{R?vxbu3fu-@%1?>3b4(n-Cp^7Al6GM=mzo`4Fv^DiR@xO&H)*uJ$1i*
zOoGApR}>e3c;PsC?`O}p<9c>f@9{oO4)OfW8yfh1t7c$m7P%Ti+9iq)ei*%~FNTx_
zBqR4a<eoj)!$vGf`Uo2a%G$)iXt{Yshct#
z6d3rcDpqY(9}bNHkI9eO(WN$gZG9?i*QGYuJF@sHtPOH96oUeLd~V*Ps!cT}hEk?q
zA+!79mHk+~lq1Y;AIc+oA6YNseRWv(H?bIq?+wQ=fL2H!(sc7wetX5!Gu(E7+{Epx
znLyie_3&6dKG5U^`HFqi*;Ze%I!*(-dG+kh(S7Baf-B;`S@+I5Px;mKUv9-EYcb-0FbP23fuhuUOc87`sEe|S$FFh9h%U@pY!kMmfoxcSnosrxr~vDcBU?e9KPBoG
zwv`s-=2D0Pht>$RrekPGOZYUJ2}G9Y(diE#K0L=7CWRePas`Hmn6nV(ZhL#L18$Y?
zFvU{GK)Dq
zgeJ$fXHR}p6ARAS^d<8jBBOB0MdDigpwx>f>GM%>J?odfsBo=Xe*74)c=?Ny)Wp7m
z!a=<3`MCk-;;|rMs{@|QBKM()>7cAkj((S=qF}e&Mc={!$poUS<$d_Dj0ilP;a;SZ
zrJD&`b>G3eSdSjvhQ+!IO=~5DmA57hOc=ZfbuG9ty>)5ykfIC8s?*kXahjXf0e1jC
zSIkJ5L=!?`q?^Uzz~8n~a%*cdzEFxkeq0W*M>#>8%5$60Ed&~J^YfP=h;i)v`L*y|
zHpQuEa9%TkW)E_=3m5^go$$nE$8%ADwJ%?mkJeSF%t;y|t{yC79n1`*BAVghVH8M$
zS-ysdY=s;yAS(D5lpI^j9@KwaUK+yuakyRAr$@UERI}MBe%U1Oz-p?eu
z*dx4qFRl4n|5e+lG^bErX}-YW=oz~^ACos1)Yht2w*R2btiE<{LbYUQ;JUMO@J)$p
z#i%+L9bSDFiF;)N4{M9&;;w+%r301_%ZsSYpI5f)qdx`A&F#k@A8hg8FBk$1{C(l=
zx&OSKHRTiK!9RcapZEcTs0>P2)Z@pGpTi3w90F}iSXelUE4&taZwJkiq@<*%N-^vi
z=;wFPd430siNw_89!9qthy?8JD|N2#*K~-Yl03Yn`Q6Mb&z&lkYYfC(dyZ9Ye%M^
zqh`b_o!XvDHbeTE?)I%R(Ov?JO=s>q1}H@Vq&&ak#MP$;$0e2K^o9I320R~>(|K01
zHV8o#AZ+OScB7p)vmIwZ=++7e3Bec2rDkz(fg{Gcdw0Y+&(~|@*Rk|R2%(B@(8#cq>$CtM0xbDaG&El%E+=ob@()Il
zKdJuV+3AnSfshXv8yjysYIEMeW;tc)3c6gF_?v2BP7+&n%hs(Y!5vVdC2edD6RTaL
z00oN2;`iBu$WTFUhd!07q~+*(|NecZP+8CiTn7~`EiLGIUTrNCc9^)45r<2M*D$PX
zA_qWgB$R_23T4e
zS-W}jo*Q40_@W$x6;nUK?Nc>%$&s7IVrsbk>i1WxNt!1{h5u`?&<22<$nuopvNB0+
z?HzErUcd!GvAoord-Jf}=o|GMT;EAnZ*73uGleJ*HzOnW2OcyC8)P*3w@8O<*Bq<&
z>E@P}n^2rvNO;K4Zxf8JM1${p(w)4RMe>Pe4AUEt2%-@qt`awTlzzMLV(bKJWkyEE
z)rJfK{jv}b6oEze;BSaaZ^8yFipP200qcF=_5~<|#Q$ux?buF)X{bf3{;VsxIU;}`
z*bIdSrgmO&F)g@-!nmXDTr@!3PE<|c3}|+D(YJ}7fq!fP(Sb3*gDoGmEg32TY=q<2
zt{n&t4(5UD0gLVz5;-5xbgo%)RoH<kakNKIp18r7z8354
z9}qyTq@;BD^5t9rrT^
z7rof*+Vw?R3+IR?@E=hi#VtKBX^B=vw|X`2wIBOXQ!+;c1e8-fO<`c^R9H=OPf~KAzZUC&uS-nYWu}c|%SNy?d&bC@{xjUhuEPxz$fY&?x<|XC3M+c6D`EhS~1j|Gxo0k%BmgF)3e^>(b
zDA8uuc8}=_QS05MH1@tZMz!Xy$SyY24*|`y1X0XtX-xebB~@y
zF{25_#HRdc!9HAspQ}>ti102})*arbFNa=KK-Gp9xOoc`(02x66i2EuqV$gNz?{m8v;_~Wr6_&C((fu
zQd1R~HloQ#pAwLH!b62laTne!*^!!Ab}z61Pyph}59f|BssZE>WFDuL!^LoilFQ;e
z`@&L8FFC34pk8$(O4`-hxBE@%-`zy;;o{B&+w%W=s>$eIrJ7XKNR7L4b4sLGQ
z)FzN9sN7UA6;+z@^G`rZf}woE#QOV#KNR%EHxpgmr4|+=XAIL)Qe06fPuM5xm!Ru|
z43oYFeOmy=6>7)Z#N=`bquU!(K$zW_9Hkt32`Fk6!!f2F_R{S0ix%>0Q)6<
z-mVOBDCwPpm~@1Wry)Fg-&avpB^u>B#~EvnabGSQV*>+~u6MAAPl2pOQ2ARvWT-x9
zCx@+IDF2;waMS|U0|!7Ur53iW*Cw1P4D9Fsvd>pZEc4
z1E-&U*{m9Wu8%Ujo8?_|2edU;aCEdZU@h@>V^g`P|xNq2r4Vio&OqArH=$MZZ
z?k~TksiuYzhOVDe)|Nw3mE(2?bd8K20-j_it>|if0xpGs;Z0Oll7}~G5O$bq4!?#@lRW+!(3-urE)=
z?%usiAPA9&i7{*x-=#*Qbs5|p-ZoIi_QAoyTwu?^nSq?*R6~fNtIxh1TbldXd)KDa
z?P5-uiesmn;*@H5BfMf7GHoyFs9n2u%}Qas^>;ghJR(+se-%PNFdO>y@!D8G
zBQ+5B`JbgsMRf_WC;P
z)yIwlM1>~g4_5U)Lu5h=A#<*g+Xy$mO^LY)i8oBd6aFin^|dFEUr&-qiw?(T+L_-(7K{QW7Np9^RE-G5bU6>Vi5&aJxO07t2sIPBsYr6wXod5YV4ffBLinv16hRBNy4+-|q?VyM%Ig&G!4~
zL%N_pBy$xU9DIG`w+u;80&cri%xFWM2iw_4L?A%EcNrPKFq0&O1_Y(lH-j`NUO#AI
zw%PCg_=TZIF(o689cC%qfK!MdA$+n9*b08+lc1o2qN0`PVjvj)b$dZJp!kt^84rDI$oEiFxWMSp!d
z?!L%>aq?a>&hV%wcW|Me9J#?|-Cyqx_&}jx>Q{m*Q_8Bq=d6Un<$
zN$WV+GBlxr7?tF2X{K5cGjJJnMmx(V5u-ur$Zx&Pt(vUA8oKu#3{nf~>1S9tkS$|k
zV|kI~ah>V0k{`DvDiUrPA;W}}Cd?x04I4H<;%)&b_EB@t#8Gl)hiQM8K6`*_y%TFN
zRyF0s_3J!PTVITd5?c$>FOO;C(QSvXQz9cH2_wepxQ8vq|3|Tjdc91p=KWW9%>u-F
zzC~W#OKPP~Nl4%*JJL|5201Sh-VVz6&!~>3jI~shFJF{gT;+4Cs~He$Jz;H~%CRhb
zIzB_Jz^(BP&<@+HJ^8s`C>eGch<-Kh<2rCEk7fDwfnKhOcftz&IPQ}Tywv(8`aFl?
zr}cJ?1|Yd%^LUiz!4=Nm&NI>O6RLekZV1h9?;r5uPdIJd1)DJvIdI-;||J?j_I_oB4*&nNzin$@ew
z?j>$~e0=g6OV)YQIqz8%&mvh?D8J-GQ>9Q$O-(l`oe+O{dYb?K;vwaU!Tb;ymV{8-
ziZ&<&oEVe;?;oSHCnFP6epQuXrQYHtlrI!gq)VU*fOTyl
z`2{2+h&;WVcJp)8$M||d05lZvPrxlCjgL462jZmIn2&pIOb+UhG}vOh<>S*fHuiwF
z8=-qY3@1oK?jM5Ul#rZ!67mRIm(t#jVy(4ZRvR~O{#BH`mnVVGC64*_lkNkU)01kYRH^uv?o0b0be8_
z*4O7avk-wBn52E0Xe{vQZlgJ&Q175Q5z$&2BuGyZBQP?_o>W#-(?xy@oLKT%F!x`z
zvOJmxNhHElNZo^>2nKvPxx)WOzHz?AqT9uEMXx96a
z7ujJV0>%wMG9y!h`Vj_w+Rt+e;W9$so*Xh}BHIO4TPxZQ3EN>up9jd_+adFJC6XIj
zuU&>|0Wbao6ran+*dj!&LH$BAbe2yy1-Rx#vQs4}Jza>95+v(U9*b%L^0
zYP*znv;K(ts$dTd3W_mkDGx6`;`}$lV+n>{9joOdVc=cU|1gh*Jn!^4N`DUAAJyFQA^Q
zl~J2ufs^J8j$brg0?Fl1K|O>XKy{Qpf!wtQbyPjmW*tHszzBbwci$tW03Qj?3r>_=
zY#eViLu`JEjcD{WU?Bdufy^?QjJ3%#dVY0r(u>Vd#k;pUJ5^$wvW
z9C-WyWtEJ}a{M^#blsD?1V5gCTc%8Y-55xr#SfPg8?>qL^ZeES
z^Wpz%z!dX-R95Qc-&xs(P>is3?-L;YE1+9J0ylu{8IM>SjsMj3l2=sx{dt$y*V(BN
zLFE~kruwK$UFdF6(a{$D=^grTT6-!v)!*@GO;-dYq5Hl@(X4S^m>Z#A7^JrarBt(g
zMkXUDIx}VK^K|HjA~zbWluALq0CD#sol#;|xIN$=v)w)<*=ss80d63wvgRO>!tXRY
zDX*ZQ_vP_^prkiws}h)621Z7=IN0eCNTY<`koWsFU5E5$D1ENeza9c
zbC(#WH7G`9b%s5-prGIf7W@)PKdA}`g~5*FHMY$+srdlz*@|SHhJ6u7Ix05TB|DCTlWxyoTx)2S7M!xd%!zam{
zpY90?t^>HaVB^OI@KJ))nE61~gg&Ufl+TSu+r7XgrID{gR9D6Ow7va)P8vag{&%gO
z70M8wec8}Q46WnP0{2QGp8D-pG}%x;k1mN>@>I;(2`WqAa%m~P>&>}r1DtbpKk7kM
zV+2L*Y{K)-#L+GS
zL7pV5Mu@DI^C%+dyVXDBkA$n1CP+FUWbKU${KnV
z;ec^(?5xMlFeQO?qh`7(17d~H4lQuwV+U?hE}h7p$inTKqEqeM&QA^FvkoaJC`|R=
z$a%k9i5lNG*g})A>LsEhkw;U%2}9L@b};A
zggmn>8lgpvUO;=X*1Y+e!_6)p6vuyE!y)2ce}wKb);?&a*=Xz_dP>t2J(v;9j0*YNlBN2(s_1L`Yr)3CFMC
ztkSwLia+Boep<7?7)qv%?BtW37v|N5y2-R3`no=U3FE=5=TCWVdkPw=k0##*JN|vu>KMBWl=5MTKye6
z4X2m$*~@7(e4E8rUdF@Mo5!c}af%ccgC#Myo*pt*<$?nP*d&7ZN^u@FOECOeZmclQ
zN&t0KqL`XYI9itx_egKPMQh%dQmsGMT}dtu5~e@Awu8}lGKDj&+-JxeUPex-3wI=y
z3irgQ+qV0abfX@Rpis93HO=aqylc5j{NSm{La`89u6Np5=NG3}X*%M^&vh$Ws~f)|Q|hU$9(jHJu6Ta=!YlLajEkJL=kccW{X
zhG3<^sy=w65%Z1bbO`PZzJ6kU+;rg(TBsJg6?r^ULhA-?T&hNLw)9TA&tp-;B#sv!4>Sk6M9lR<4$
zOFW4;yKE2LeTVZpW@E8!?SIL{clmU(OoQ|E_s~OiyA}~D=ic0FHz7moHD=lptdLY^
z^1eNOVLJYzqM|>WN~)2H=*ZKuwmTcnU2W%Dyegw5F`EH?ZkvBQP8}
zi6c_1xyEyAmq75n=9f->XVF^{!k|0!CYNUc
zyYHwq<4(x3hycyN0f&wwjKY>zNt=Zuz60ZC`rofEM6&e(8EtzL3oBp*oPEj{ky1xS
z^5@Q#SR+6r!ymbwc*UlQWcjSRf2f;%+=TmGN>&((jVF4wlL;oXSmr!GV(|S_fyv^j
z-o=VcF|IqLHJQ&a?8@!1GbJU(wmb6mFw&YG1VQ+)k!IbtSL`V|9UF8E({__T6OAFc
z+LY}Gt=0$k@VvD~Y=lBN!r4ak=aY9DZA?8Bmg{(SBL
zJG(C%;{IQ7@5eK0W}6)l0i=gD_Z@9`1SrVqfqUiJzVerSMKd13)-g3Fxo7DXh2ciNPk2IEJIuincx}FH
z1DPY|NcX-dE0VHNb9a%!>u3I7zI@S_eTa%DR&44t5~Oa|6%qO7&F3hE=p>9oNj9l9
zF0rK6z!@%+Ma5Xn91X-xa0X;gn`A9h7{gHA4K{P^E`omOo0%4DdeMTKZc9SrBz{l6
zRvCr6?0KYyagHyM%mvN5nhamPHUe4RlJT$CYVCV;S!R^ih>U&%*LwvzhLDgYEc(=%
zYEtdLt;eo<2U;`S1WS7Aea_7Lqcgq9Qa*xB4#{un2GTo1id`8r-_^vY*$n-XS5k@>
zY&?)dowq@0d;m^$ndY_!q!X+sy2@j+rw2+uJn!^0D@aWp&`X*HJ+9--jaHTmgB
zRh3Cq{VT7n(T)p3FrK{G{y|P`LPH-me21@gHux|vz38O2r*QY1|1oIJc@S$O*yfiz
zsm#NGlP_Pq*a_lQnpnsjq+wm7_dqlH-{T4;n*2p}H^1+H9qdB@D!ij0x`ep&-+`;S
z4AB%_=nYTOpZXdk$bD~{`Du2m592#>Ygb{7TKsa~n>uL)R44fEY=S|J7SevIN7D?t
zw7*YkRb?-1lUc~=2(dpDU8n0M;`2e2=pDJ%I`lEI+Tee-uMQzXrXq~t5d5P)Y`m8QqD~B8$x4!h0^nulb_W7_upq4?FBE(_1NZ$&UV-bQ!
zfzQGX!Y7bk5r{Tk^(F8YQDIz+rLZyyo_%^HkSzbkm}k
zGp!Bny99$FZN;EzqeI{~P?HeE*|Wo%E&|Ap1e<+gw1xOVnEw8YuU;l5@&;&Ft0a$*
z1}D^;P+*R#-vNHP*ks{WT!A+$1VD4f3ccb=_Ed@KZy#x{BC>wS>C1}ES(;=|{SG$&
zvcHO9DbBmj6^*4oXJLM^;RsZ#Cs%4(;O2mI1lRZxr-b9efzfGj{Ti(6I2Qmq{gD$81E*X3M`^C~%h4JHBILfJNl?|sL&LPVw_S@w68CK2!Tm@f
z)?Ov!6(r(a`4V)Oun6<-GJ=lHwxkt83rj3#FLOxgT0=OE_)d=
zivfI+K1KX9#acB4NQe|eTlfa%pLgCP^`59V-x04I>pmyk^-{5Ok&Sfhz&ionM7)j;
zpAK=F?m9X*`h9E6es=a^2-~TMeByP49?d1#_V?4Lf~J~#&IP|yaH8Ew{?J1(CP-H;5G&4aH~ZT(uH0YU+N4B
zp!%MaS(j%am~qs!%34nHvEEUmU*sx}y|7(kNZX5PCf7CKH1Qr=B5u@HSGUzJMWz*!
zjz1GQ@3$_1P1}%2z}uveDCruZuaGALoqKN=px|OXeV{eVif7AMV|4sk<_GV^HmoOa
zI9JB3tk#(vI%kCT)KF`Tf1@~Drup}TRhE2cN(gM$8dZg2N>Z)glMfs@nBzKl5;tQg
zVw^^eR|N~f$zkDk$keM3M60)&2AmzBZ$n
z)9jv;F@ScYNk0XrB&CL}2pr}D5VkaT*1@y}YqiMnum@acP#XX?eF5Ltq;Lnh`FPEh
zj+@lXpFvlv?B|@PUpt>6Y9K`8-(UwdfdQl!B}j!pr2NldM;{^>0K|R)Xbu9y-XjGe
z@fo5TM_z~6UE7~|#^?LFBb<1cTY9VKkt+K>w5grd>J~D19%C>@(!@i0k*9+q{+G1e
zrWF%kg#la5$#uXBX!vDFcIDOmREjs@fgeVH={r!g|G!M`UblLrl61i=g7nyaka2AQ?Jk
zPglnO_6?nF+pNBllED9NVPc|Vo?$@NC-d!WL~oT&nq_3?1!2+5i9tNX%7##PhdckV
zUW*t`Fk$KF(lwjaKZfG@ezqVP(#eSsWv@VPW$7NHxbzuL&SMX+S!ihyn#%PZiI8=S
z#3pVIH$jVf%By=SIT2aivX;u`Ha$=bL5nz@W^>jYmL2=fn7o1^g$jdnxVCZ#CXqnS^vH@T`096Q(nAu-TW>5>oM~D5lEDkT$`B~2*ooNuE3)s%vbnEe{gcCFuRhbZ9DaN+6#-N
z6t%+8`O(*3r)y$jx)NTEj#?VpCH8)tebGxV<>S?^J2f=R(os0#tS+3b)#}vM@bi62
zExQVYJ<-%@-6_ijS-~0CgOuFTlP(H81VW?ELK=Qs9*8Fx9I|JPmcqlP2#{-k6=X7<
zJA!8`u|X9c+&qz%h=X&cfkwutr}6nY9=KQ&k(5#=wXm?D1@SYRmHl`8XRuzi_nRo%
zTi3yT-FQ~w^?l3wN?-9HLl6`d?@cV~G?d;1sHq8zq`1SXsWQR{Ll&H9l!dn~3VQ4py;)3l7H-t>(YR@yJWvfGVvj1-~e|&n{Ia
ztxIE7vkw%9XefT(TMYz|2ppu%Z`E7D``)@CC8h4?itLL!-pR8kp|OtG7U
zM#_*hBcu#zkP=D}8A>vh64G=YZ`XC5d)@cF);VXbbIv+{-1l#--@2~v^{w6B`}2Ok
zhUe?~dOouq>~&?jkOpOs&8u2{6fy6iG<
z&EC1?$dw*fY}2xyrYsNs(eL?H`wQ@mc{|IjIyxII)%ZE5e&BT(h>)+GzNZM;n0UOU@3L7ZI4
zsi^rIRQXT-8$ZQ={GVVb7{7YnDW=9r#Bk#06?=t0-z9?r_fL^hM#4{E)BmY{CGBUs
zrA@9$HoN8j^2V1}&o`F(dL_%2sF+J-+w{vDUcVVo+O|t`$TsKT>$~D|PwrY8nY`9M
zvT#&M|K^Q@1dwynOLAyqL}SyJMYSmxm)0d`RMpUz(AA(OGd;{^3ki|1?o<
zT3uJhK1?VH-(~;h`UduoW|;=&|Eu_yJ37Bu6mI{+xb1(4A&bXu-@ZLytc4bH)Z;AU
zu0^#bfbMxzisuN&+~|l#m733i>OLLb?w76~$CviX6iM(D^$VQ<+S`rNB*mU_%W!vr6|Fg2a
z5&EY>R}S1}D2A2dRi{>^wo-j(&HIyF>AZ7gkGZH&#ItiGhR+Z01MGfNl5%w>t6c?d
z6bMWo1%+p)UQk}Zno*J>Sab?OgXt8V4?i+s^oC}5X~$6rK&S1Wum3~S32v?nuFJO4
zs0oc0Iqmh`fBt*SgUZI9sp8t!*493Jf2+2@EQvQWZ?&LdQ1%CinLP!_JlSW)qEor|
zcAuiIu0`-L{5i~1p+_SM&iJ5P(2vTGPWzfc{V2vz7N?ep2%Z{YqGd90Z<|h8uoEVr
z@;cHqPDx$&`0GjcX;D2X8z_-gpp{Qkh!x(0c0e*`@OA7sdDGhKSt;U
z$Pg%727LT5$1bhMlG2#FogaX02SH1j2GKtY6f%${sdC0-!}FKhJ)D#T<)?<>k{ZH2
z8DOE$KW`U3>ci(91ke*Q1QN*vW~aFb_hV;#ih%2A&X->NH#8LQ$PZ{4Dk>c7cx=ofPGuZwRk?&87U7a=JRK7YWo4}&P
zapzx5o`#x+Uvpzh^N!(~0=g_T=6x($xbQd(155T_6r%n>v&wNNnV$_&eYtJXrt1|E
zU8d(A8#Jq$rIF2XYgdru5l-tkgD=!X-We^m*VVFj(5
z{?sy`Vwd_aX0_L^o-1i+P^GjP(Dm!2EAl`4yg0P;$d|O_`#;{A@9js^s2RkBN&Ik~
zziXX;!>5#{4T9a%fMPk@O`pBNsW;nxMXOV=|B7uNj1sc|_zUH0(6n05UV|8Su1%C*
zzHOnPG%*xKCVaBsdt7GB*6`D{c}IWdn}#n16{5MuwP`^U8{itM#am|Oz~pOSpq@#b
z4Oq72c5CqX!l5fXHhxL+2-@(a=dS}>qGOYDEONAPu*fb1=Y7V|b-CdNE;x7@S_Zl&uUoVboW_
zSy;INdQ=88%SABpUO7A|RM>nI9v%I6?69ngGPQqVl%2N>ZQc>
z%6|*gaxQcMrSw+Xe5>lcPW{IDBmAN>DuWvu+sbdUN~|o1u$OKW*%a@Mgv1v`gKpNn
zKjpYH^Mz^cr^R*eM!VX4u`hUM{=)IvGmXAKpZnQG@0#*8aa6f^{g&blW;w|}-duZj
zrC1OGl}q%lm);17GJPwcT~ooBe{C#*8lp*r}>Nd7o@QDUnUo}`L9$($N!6}
z_@MdZzo?4mFJI;~+FiL8EHW1(z4^eSlY3t$zNZ!#n3p58BoAesfcV>5S%Y1DcPQH2t_b^|f28$v1-GroNvCKiO}Y8c!`D!@{Fq!Shiu
zor>-yYwBy%m0mKtI$B)h^_Pf7f{;wE7KFS3=;^x`{~stRpctA@1>UWGS?QuG8en+5C+U2Y!FaYb)y!y)FY-1Q$NYt^
zDJngyH>lnY2J$UqKT=F$PqMLJCW5S>mO)+ewHBzGs3FEAe>WVSsw)F5Ef-@*Sis(l
zA*}%OlHe(hUzzGwn&ElO;`n8vMSn0odR%s9@p1LQyYiOH(~o
zbs6av_-OQv&$0#1Z@UX_y0^AN>zIDf?(XI8Z?W>lKPzv~F@T`<@zbY8D^^q<`JrFh
zSTY5Qhd>?$E=5gMkQI3Q$`jPs#cQ)%m1y>6u(cR)r|f)@uzq#YQT`EOG9J9N?MICU}?>b
zlE%>haDTW}>_wktl*1-c4uEn1vzI$MUq6qffS*_LeUf`CSAyqA=(-s&i2{*PolMhR
zN3IG+4`XBbrlQ`-t|h5rN;rOCGV|c-&5V`nIB5ccAHpMfC<8w>z($HRxXbjLlAWlevB33rC}?=%$#Pit0I@Rsf!wh9g>AHIHU>u|#Y^urjZd
zxW~+-VF=$`h2gI~){;1Ck~J{xb0Ab6Uvu|o
zXSsz;T(cfLb3IhuwDXssTc$KTNcofG82<$DnWl*cc&j#QbJDY-vk?P2PkgDY@O$T#
zKLLknnu*{qf~sqv34wHB#iENh;5^vAahG4q#uYv_tDx+h24SNrsF?5nsyubD?YS7X>@ePRJ*L~
zfL&|f2b@c|&rs9gj83Ova_xnx8ku@@`}XaHVh_U0LKg-PG1l{&PHnh2C)X~72;F3K
zeMe;u3k2gPP4ZQ`kZ-*`XG7vr>xn1Zr;iu`VzPXwl2S}Uf{#*K2|GuN!VP0Nf5={y
z5#6RDJkh6DFX4p1|2RbI!n%*q1tSE9KMXKmpx(SAVd*HU$p=iDzg4}ti^#(Ss`2%f
zmb2MPWUk{8X2ZU+*%ccps<|2tRUwb-*H7$&xyo^5KU^30_}*{`Xt3ps-ya6QFE4K%
z^phR*yt*BTA+S)9otmmS+U&|<)H!XQUGBGc&z@n@ZgA-aX0a#iWu5r@!mbs$Dcv2j
zy_G!4=TVR3kpwU`G}JnxQOH=lLsR0
zJCHsKZ|&MSPT9ZA)G=Y{M&EkWZFV2qj+dlTCae%YnbKC~;WkKe@@{iET1RxlWh_Qw
zgEL5Ker?Nc9UYxzP)Y|ZoWvtG{N8>f|DjZxW(vUbp|WyJn_w1QJLSAcF0G3umP@Fh+>`JOR=!Bb!LzJYKR-|ZP
z8Iw+c!n)$+s<^1~pNsO{7vbs!2h{9npGgM^y!~D4zo>52kIc7a;loGC6M?I>9-aH)
zu(*)z*%MHL&#?!+`Q`Q5GQ9;0&S{0d2F2KRdCaI$`4y{SoJ}1f?e?r9uV!bv4jopT
znDlz``0-o~^V9x*e#Reu`p!>9R6J?r?UvZLoDg*j_umo!qOBS;W(1>27@;KX`1c=o
z0LSL0T@12Mfe?#7f|Sl&86r35l%zrpqj&f2cQLZ6V)fV6IKQ@G*0J<_p^BiWxQ8e(
zsBYWr4AOt+TeyB3B=G{+1LP
zV7iuWlZ&01KoG*-y`u2k$rE9X=;Fc;ED~
z@K6uy>+8d=RnCl)>ejiJP*o;b+-<`>iobJtql=3MvM>6Opb>5jpfrN1qRy8>tDqFL
z9fF&#>>i=g$iYjTXzRqK9d#*nEkOV)-oDl1&CyRhzH?^}s=CgXt7qpn9|0(gMR0Z7
z)~!OCJvliUD~1d4t?Y3pylABI``51z%XXrw#DBlMH1Xh?qOeTb6Mkve`+HVge;*~O
zo~(9SvXjdgyi!B2UcDNlc>dCum*ino^LiYWmy@evx{MjwaC`?dXp^4g=lgQ`cuPtT
zO5cDX&X&pw5x5QfG*4F-`Hu(Gfa5uO?A42K*QsO2^M)5tz04$9*?)Mn8`)7;tuM6=
z-H-Lq;v!Fmz2nFmlzGWFbI#r%m6MD5iIamv43&?TRK>pz7(@iNPJQliT5DJpKYa9P
z1gh*Ppp3{85tkDOZD4SngWj`ssBgs#YSpsky`5?4>2~~xI0KA}9?@h%lSjNczLBk->&1*|HEA;C(A9+p@l9fgT
z+MPRlcI?oh5r!jjSm}Or`}S@)7VRN?Wb;k(y~a|7-)R|n?b-=~&(o(q2->Lq?6111
z?-1!*;>KJ*M@!bt4P;7c)28tx7Tff%=wa&Al=-2DiPQH6X-2C8a?}Om$TV%8{xQhl
z6yleL&sH7*j>Lz~yj*u%*>p6qc|DrG?e?~~4K0w$t|6i(D~0MR?hqBuffn;zn&3L?
zNoD(5pU`u57CN2xKq~O)`;CNXDaBIL*#d{DdFv*QBqs%!XiUvS46hX6!LdB2pSVQW
zrsCRrG9VxpCA~YAX1Nb`+ob)R
zp0>C69L1ETukMiI9~t9Ki@{))nwV@sIvUB(iI~A&Fj7gP5|LTjUSq<5^iNdGHL<14
z@y4n{M>gH1VG6(PKgw)qX+(ny)m+%#y?c)iNm$k;03L-qF0;NW+iDwXG2^bHPVa6z
zWXu@MtdF8oI~HlGhY&Ji*pr+%Zkz@ER1pTus5G7^&keS6ak+J3UX*FPPVu5Ey^to0
zcW7feIR(w^G61$5)&pdv6s(1qUF>&vk3E0>z<^!fyK*~IOrM;?YmD!vD?-1v+NXzuB$gTD%A%Ii07Oi)tVhdSG;Wgsg^K)3
z931n*yZitw?+Ee_(RZ$2W+aA{P+|P2eBS_OnQ}g!7Z(0qbg|_7)0zd^1I8KTy2^Na
zd}7J44lX7=5|&2&8qwSwf2@`5@A`V70xle4v-ZdnszL~sI36g{_wGkwwVhDG28a}j
zy_7pGBrN~5lFEbt(Rm}4Z^e}BcXM(&Q~qcZ?2)-fM(Zdvmcgp3OUieVS_VqHArhvy
zxWwW=T!71V#R&bNB_SlL0E>k9BDYH3+S|2zpCb`k$vi$Il^$~KTXTG?YidUPwKOp{
z_BOTOxJ|`Vmff)L#03|29$=2!g=F2Z(WBc)gxTG{4KS)G%ckxi89YbU;mFltB~$sOl*Q7FDmNe@UW)K>O?UnapN7_MdTJ@
z-yY06D0nT_uHDa4Ru@EZgaV)>6%9S>#6BoF_1I(6_OHK$CNbFu@!JU#aFYoEnmR%8
ziWO$F1-c@_F_I;asyP#n2bEU|7gM-dLZ4lzHDNL)S*$RtRIXC9$f531YSZ|*hNwm7
zgp2X^-$EYb8zLM+A@M%aG(w70SOdR$^$HL7zSQu4QARF9FxK4M{H>|&s@)LAgmOCj
zMy;eMdfh?Zj3X&xkXzj0eUg>y*8LrBIQ)Kgb>$K?>cu0UFrhnv8}&1nO=ce)HEgS_
z{pPj#mSC&8`IWYXMd&Y8iO|tOTvguG5&GJjvNCs){cGOM3H6(~L-rB7vQ4Y0cPe*wPJ&6UVl8|Q;()>O?a_94{
zQE^+mUjIUQu!nJ^yUrQMuRpylkKDL1jRT5D_g}BK`lSjrRZ1-(3|J7o!i%6b7>P={
z?NlD9L^HdVvAYNAwy9hXiBK^{WMviMF>C;LMrg_L(9|l0D<6{7fwgYbpAgjc3aNOi
zYLjbQ2BFB0nMT=+^S<9d)V<3a5%ayl3eC*PjON-S_Wd++Nf-Ii%g!ehKNfK0R`%QQOXag>eqf#YZW!!^oyW{+_vr7lJ=F#n-w@js*m?g~H@&A2Cp(+f|
z$(yawFMoQ;w0mlb>fR;m*H$Aqva?s$xt+*n{p2>G#
zVS0Rcchqmu0Q#4_X-n}GnA!*@X^EzV#USLZgg_h(Rx8QKQKQfi-3_GNZ1LrMdF2pZ
zNvON=X!5RXG#k{)T+Vc+S$@e49yi(a*s)`7NGMBEfrP85R4s1rX)U~2#?f{P1%DyH
z+;jA@11KL#Bxp(U+JodIanswkYq#6W%j;Jl9!Gch^e~}&*2?7D!ec>#sOur^y5uq!
z*Z0}Ig$f$Rewa8kF5eh-?&Gn0#9-kf#0WLI~#O)M}^&IIc03@HSfyxgr$GE
zRLqnqq1hHnMJAMI=>%F!(4%c*;AfhHY&B^i&XOAvRwZyLh*eKzJTu^ZX%}kRWUKiT5q0`%QxLiM6&CS<5Z1@)cg6ScQbJ
zSR~XvvmZXpLo@4Xl$ksMLoI7g+qP|=US6)iffjnwl7YBb(0`)=nD5w@b4T?s9l2>l
zhu%7Xv^~OiNm%p<*)Z#8mq&e!D32C*iq1kf8;c8%2CBs2da+}l_U>9%-ZiGj_JQ-@
z)N%~xB%)0#34zcp`quCE!u*DB^%0p`7}E%0J7f;OQ9rhle0`PNK@t-e*HRKXWdgy3
z;&f|SR*!`dd}B!Z;SRQESO?8ZtxHP|^QG&YnaN=jugg)id7jXYsE_T8q^fdxmk*9f
zdGqwto7-`##cQvoE*2t@!a@$CDT(Esqz3&hbqNV&(Nq)I<#a>*^$5KV68u^wx2AV8
zHGNCKBRrjrh-fKcOd|sBaa%L;T1a~J?mdVrLsW3XC7k-XjpX0jXTl|zaeHe%q0syzeYZj0s^rPd<|#o}wy10l
z_^w3DrbQXQ6|_O3sioBte#u^X%LtNHh6G&H+`rrcqKlLyB^#dIXttkCfn6;#WcROKWDVVf%1
zmu3N7CDcg8{c$Q+n)q`^YtB~>=nOGeugZ_l$GI8da6yE`17>fei8Y`>Sh+mJLIMF%OK7Y~nH33dID1qE73pp<6Ao7O?
z%rGB$*)9FhjdR1LJ3be-u(GoHT#_;X^~?Lr+1L`)*F2LqeUX0VyNezkZBfH?KYbIU
zLk5~d<$|ljqJX}H7Xr0b3tsEFi`9rvjxu6{1+f9A)O*NZQlhk>*%B_#
zDBGzSS0bISR^X^<>N;-1geS2&mlvLC1A{oHvu088ZN4!|t2COPeP#U&hMp3(izoqy
zre5Tyh!I5XP776hHe&_N|81
z&o3%0TnTxw*Mzklg?y_h?KsH}VsI8RyY@rfhK1@W2l}gznLz_gU)a6RWSavdswF1H
z8M;R(z>06}QXu%EW7eabl=kTI@@c};gSztk;>ezGo12$ex=sI(Po|{}x(jYa71WwK
z>e4m0^tI(U!XlQdO~eKC)S5LbG;iG&GzD4PGcCS~tpd*GkE|27Y~9+zAfi~}1~S_@
zHa7M{VeH_}12hhkd@UfqV-Wh6M7Y^tprA?eCwt|E%xs0eHD~9|j;ob3Iu+@DmHx*#
zhjGKIRnl&{;oW#gdv(rq-DM$kUg>XdHT~WI{H~zl+n&&%1Jp4N)lbTxJ9vWeT9W>*
zchPJWF$pc#MC<%Jf4uC0nwZLD^CSZ$OOLUmZGj+-Drw
zXkq1WTkTbmOJ+%1|;w@9Y0=c?b@MFttUxRDTeVsGf8n#
z2k3Ukk(UDW4TFa}G~&X)fdk!Yn71QfKsu!whYpR-zgbCY$7jnL@TAZw$dkZK5XnR2
z7c)MiDXut_3h_(^RQpNz(4!t*+q(MAZ>?@!258(Po^?esnfrD7{{4uoch>j_2^D!p
zAEGAV8Gr*3qftPP9~NyKX|ZwRsN!FAhQg#()Utpb`)S1`uNesuGjw=D5})CNOXo*m
z;UMg5c(6RwS;7{C&i>dw5Go<1%zzs)
z0QGCqS|7(PgLLSybLU+g(ZRE)?D*OjB8a+pYgAMwh}jB#X|Y79)@T};e+Ln5Q5izf
zxfc=YVpkD8D>DBrevGqmCWczsl8$ZMe%aH28Q?TwF)@FtjpXCP_s0K41I9#ri1W?FHBn=FK-DQPh3&HZH_V?@zs)kmovij=C8JG&oHN_C>k&p
zqedFYStfgtergZ@>Yv=|Z{J!-gs7PCJtR5{ix95bD&B9{X;ihDU;k*E_<4pG-x8)7
zD|uw1q(`Gwq&>pPpwXi{3y5Q`uw-5pb`0G{kO*X$#pj}n6u2QdL!b({iBM-OTR7ROnh#lCY4G3>;~MpWlchp0+d%yiiNY#U;_5$#A5!PzOoY
z$ZFyu#T{`m#PGsOo)mg8VPI6b32MiE?VRkY{N-hj)=dZ#@aE#o0>eQ*6h=*L+f2bMmA;)%{7KK-{V5y3@beny_vFjcU6n+f+sVVlKdokLb
zmVI(k2c`}lw3bmFf#9w&BpuX#Blf@SpqEM9Wr!E%amOQChjGKgnH)EQS{e5(Y
z&_TJ+HfC{3c(}8|IRM0K-Q%;umh&5TPLxYjj;#zLQmb+Hp~hph>%r3$aEoXOMnvCK
zl)IoAFh06L@oGbSt5k(QD^DW
zK8$4!P$Uhc)1zz@V(ocRW~zZ|_>5?U8l>{xDMrJ(RHT=sw5d}lFDv8YEOJb`SPW(jKjMYL!p)M
z4yhB{V7ne;ov-qyfQ)mPy|xb~TR-L17*>_v+y9K|$E<%3O6cvDnwsVn6$LOJARQ}Z
z0+2k)&OR*C!BCIv3k1Zri#k?PZ@!=1Mqv;s1>7DJoJC1Xg*$I)F1
z!)pw1*AX3otzXFh>sGEz9pLh7H&wRq``Df{V|aAd&-$##vQLg`ByO9h=ewdzH7!u@
zYVK;X@b{`JrlAbJLCe>0a{`VX)0Ejf3TeR?oPEUU8S&
zJ)Rv0#k)%vr>jgIQR7|m6AX>-l?v^`l!A+kM@+VUdVrXxR>^L*1Bi4LsHsvW?J!)$
zIBk1#EwnWfQOn)0HX3wF{cz8boEjZTt2z
z#yQ!9!#K*+gt)kF0mfzHV#GzD)1%yXAZv|l>(Hn9%B0;vuBuM0{eoO4E{!s7IG4B1
zeBHv)9bOZTuB?BupR37y;SB}fH8jZoO^y(s!^6WPr{(aWL-!NV7@G|=o%~@JBofBA
z44ls9G)B_FjAjZll?=RfBRBGb;RULiP2zOWWPn#|Z~|a<%}&mYYrUMVuHyZB9sJBX
z_ZsUaz{aZ6blZ3~`7tI}Hk~}MaY>sql(J0v4P{D@w|qDet8i~;Y@0?EBqo*cgbsUo
zodZr=0pPy%3riCh42FrnDznthjfoix$zh3uKEK2kKYgarxP=Ch`MhOH!X9O8dz?3p
zEMkrms)x-;DR_Yt-UCYBj~PMJdjHu0&kfF{dy-kUk0;Y7cl)?P*YeOUt3k~!gdtFn
z1&oy$`0n@cu%m{!3Di44-RT|?@JUY2QDV)iyhQA4cvx!|(ChI;^{6l2mzLg)alYnQ
zBPJ-+N}vFy%a-W@RJHl*uLG^k7$kG=%x10+$y@geea09HF0AKJ+Wo;aW-5a?un
z!~O{ImLO#0TQV;<{&@N$<&^C-qz|*Rr{E2;^)qLF!Q#KNp5bfdE{x3>=~q-%<^oS1
zs!RcUQ1R7u!7N+tnK(s)TRcuTxsVwYT*$PeEp-BCLCB}dhr)4)=P#-
zQQ*rJ;hvLc^Z2Z%$zNHdJ6nxccO+xtVc1qWF
z#`bO7*1+z#*9%Iq0UX%z%nX&>6*nM=%b0u4!rr}mXQGE6`c(13{mP7txy8rX1*$?Yd~i@5o`JMl~*1=*fuk
zbAF`!5NQ~#7zNNnc%0)@R1PX7ZF!@`6rTov*x=|AJwpeU}UpgKlv
z$)UrCOGQoMqHLQ|eA96PgL4xDgH#v@1R6S(0=2mHWRF#smJE}_H&zWGe0a`-lq2-|
zg8BfOTi|%*R!T*kYRHn66^<1YjldOAwskl(zb`8jyoxhQ(pCO@MlRZvbnV)Ke(H{6
zGjnsxnJ2B^v?+(bBP->8FpYFCo4NRS+e760TPzr4XJsi$1w({Zkyr@$wVJ^6@ZrO$
z4prE=u08mvZ1=bsGn$j8l@erDX==I^&TJgh$*9kf{etmf`Y5BXhO>#4hdq`mMk>Cr
zpoU3pLEcFWAX!1zA_%#Jj;>jnbNn@
zNGWWVux=*oDw(DC3l670z;2J8-xr65gt$>hoSwK|W{`c^JozNUOu%6A&oQ>^o?Q+!
z_~;ky%8(5f!t$Bx2l*%MsO-<(X90B{0JLFb{zu=W6z_Aj)9QZFczpQqVJ_Dez6BZA
z{!_vHIX#W{H>gKIlp+lTP1~V=`bF$&kE7wf#d84trU2lJ(q-`Ay)OuI)HFqifJ+C89tJO|QzuJj
zXJ_A!QRQA|&Ys;z6}K#QRqOeBdLTG!wvL`Q?G)0*YP+1BRhA9TZDsV=eX=oXo5-a_qimj!Ub>
z)qpyJ%>Hb323uD{yn3B4-;9}+k#hYCOWKyV1SDaq1YxZe*y52gQ)BQ
z1_27|BB8%NI>l=B>b+PS9hBUO8*mK-;$uP7Ar78rYIND&B#lpj!P-aN-+cOXhywfI
ziLtiMXDOdk!J;{NV#o%Wzxy{0P1EAPo0>IanOQyVID9;l3$W=Px4t(I@zD+cTdDZ0
zw0qZ(<&pVejNQSd?}6EgQ9Hr;SMxFqh_kDUProN;V{BeSAk(`U}&h=a+QDO
zp|aS71mV@hgi2VgVaAclguBm?_d7D%(J~2)gKiwEi^PqVSok1eRVJRmUOI>ncp6wh
z2F&fhP~)-(Ms6RUMR%c}4Rn}k+nXz56lvUvic$fXY>@P^t77U_rUOWajoDMD;dRc^
zY?P~cPTWp*`5*?hpp_E7LP}C$W?gbY<*R%;lSv15T@rNp_E69n$jCM(;Cbv^sbYv|{HqiBKyGt#ZBJl_Jlsy`?1TXse(I4K*4Fs!
z($3&ewvyJI_eU|?ny+q*>~w}@u(B0xiNL$@l^=ABLs7%$ux_{((I~`71uoho4yA*W6Zlw5Xlq(I
zi(4o4C+Vg#rO^JdoT^+5#E5xw2t^c%`>^O>uxNO1fv@*~WBU>lCjmkU)2l&uOUK*J
zxXgl0`wkt_RDX>*9O~3Gt0ArZ1obgf$MhK-N}%{0G$Yc6F(HM+h^A4MTM+kmqvI`%
zu^^t6(ct}p}_RD2Fux^!ur;0%@Nxa2Z-Fbp^RhF02O>8tD8
z=b7}+h%w=AdT8mxd7x;~!2xhb^B0m6a9Lp1e
z;RT;l(_QN}G{odbjhM9wN*C4Qp&f?~9XbQ%gUZ~fk>;g#bj6TO8KsVuidv8o;f~h(
z*_I1=x*xuLS$^Ak=$J9lSp{;rAAeF(a3P`Hm3Bz#m3%2jZi9A6HoC8
zukk=HFG8KtgSQK*Q4g9pFRs%e{DzT|V*F&5FR6moaY~on&KUn`?2a8f-q^k*qKgj;
zmH3t2%f>Z9<*P=e*a3wW(tfn>Ij(t9(6%{&9Gc7-x&0`9E~h-`=d0A%*jNO37w8ZR
zD*%Su<&{%U2LH&A1LzYg83*InpVSh*EO{}7T2~F9vcW;Xi
zU*BqMR!+VMiY)vev7~N%`O_ib8*z|HJS@--k~{4?NT8}PQJsCgln^KQO1%JV1j5Vr
z&e+fMr2|wZs?W9p(iYa5U?ZylC_hm7!`Hd6dQv{aDLyfMLkD=j_>TfVI=tTmz{~jf
zY30GjBiuvJe)ZL2rbVK_ld_dt`<_}042_KT@vOr5cA3&^3ZhWIexoigx?m)5MmjKr
z-a3k50>rr6C~oe9)%ceFb0)6gzN4m{4h&2?nqt#qm6ern{H8qCH&MHNy+KG*2%5
z!SvK4ARr*7o1d3|$zp#mUq8RM3{1p$7V6JIZqs0Ob%u`*BC&@Q1EQr-Jxg}|?8oBL
zSl%&ZeShA3TLV973|p``DD?<1TJaa(Cjj=qL4#%EXSB`xm)^9?@SUiTJxr5
z)+Lv|efw&!xTF#{$(F95Yo9(Bp9HUYppq2T6kSwl?l;muZt+e_czbzmU^amNq#~S$
zb5jdy0d}Ci7alipRm~V|8H*Pl!$zi8_e7-G|3NdGbW~w^3$VaC&~hL=rqiU~dZqDc<&{kGj)3hRHmmjMfHz8ZQe9
zdSZF^&!&;NS}xJByJ>nC>3wezLMjxTGG?b;LTt7Gaowd87nkqpMPyeQk#y!9_nm5c
zHmg;EcZa*@=F1>f@?99I*(RmMQfSszUtM3pK_B~F;$`ph*mB;G7
zGZBD+W%Vj}x?*n1AD8sM(Z1hQ+fw)EdYcB&+TstVk$8G!?)S##3ZDTAYXSzy$?c=8
z9d|3s@(8`@d1x&W~f03mcHnvwGtnh;v@`f
zG1vxok(7*~$fpEp1HRVM;C;?z!wWFe48mKlbcE2Bc6uOu*}emy9Wam?$E*(jHsRtb
zI5DDpMBF}=vACw`3VU1IJD~hQbvCA#{Whx>CEto0w^(-8^^3{xgid1|7o8o?`rJNN
zA36~awI~Z{A@*=zh0!4gjmmZe1KHfCPvxlcM42QezP$WO)+@vqr*q#a5(&1@Fwb`%
zYlVN^Dm@Cn;lkT|a_dj|ksi#$LbH8R=HUv;ONYI4`8}P|6ko`F40R5wiA}y=@7f=#
z<&0wDAWwJOIzXm8oUdGwhx;_Zf3$+C}HlFvR|}2h$CDs%goTgjb|w-ys(U
zSJe0h5N#JuW*!3u-J|jPMTMCS&4XsHS(27j>N9=6#+RR$=H$8trQFMzmpd<=GNA~j
zMH6ILr2%cTz#RpTeS2KICD;bJ=O(L^IqC$ixj^<1nZf_I@LeoRSl3lRS40xAS^$&c
z4xGylF}-{B8n)~;=jB6LSsF3+kXuUi4Q56$+|HYfgfp#9J;{2XM6L^`G80f-O%uGS
za3v{_?Q4u@dUfqOlaR``h_25Q>qLQw!G|{+q;6YhzndRb00EtEqvD5ha|#UzRLt31Ox2sGmtJyQ6JYj;
z`S<)*t@gGr<5j_Il=V)e@*v_UmMIPe%FMWI`?C4(U=^LJ0PhG04qk9X=Posp;RU0E
z9e2XxKN}d>uY|#SPkH%6F11x}W{I^mxQK6G2F)QEaFHKC+8C;=eCQpYWA%|fllF~x
zgQ$20Dc^v)W#XGPrenW!9jqe)R<6y6WWD-#-1MlY{Vq5w2w;@(;mq!JS`vXD=9>?&
z@154)nfOv#lj_PDc{&h8@as6aY11aU%+Ox+K(mUN@#H~l$o9&rE+yNSB_sl#g_qe5}4qec%*SA}-ckE5+C(x1GKP`(eB649qC%9{B
zVpfqw4|EGH)VHQ$e?V>9FzL(e!=TShv5I3XT4koUh-S4-`PHG3c3W-j?R(zN{e$0^
zxHj(s4K^?T75_W()#7HaGRqxvd|kT}S&w-WYS`Q7
zm~(Kgx4qv%3R}sMbiXz1>TZ{g`De;=XGNzz9{lS}TbzYPUQbF|7-}HsuKA|l)u&#g
z%N7==z`%nAG>duT*2`d|jF)zw@X7S9f$%9dVeVC*&l2{=qdA%UYfrTYmDi!*l3Riy
zHHpJbu2xy|=0bZcg>Ev|WGgI(uPv6+wC}`q$IN5D$%o`yi|3&t*B(mJX^fm11aJ!T
zq}|8(56MJF;c-UBhk$S0FNXE)r{O#W;-1Q5hfj6&4(7$(0yqbTp$1~xL$SjLnhU86
zy1rOYWQAku%2dfFHVRpV?B3mas!(X1@b9IM>a8m%Zo7c8*0GO^^2V#1nS>u2`9*V#
zd-UvCeMI%uN*Z02VfTag8%LJ0A<34NnMJiT{9UoL#K;uvl81PjsB_Z3_%do0*oqfxVZ+zzFKrN&d#REn6s(IU?khwZ6W$ntKwn9AI~f
zfrAaM%nUHctg1y=a|!nh|JvO-lgN}E+qLT&`(ti34b@qkR<0TMPsfY(!@GBP8K`(W
zUrOaOt|Y^mqGTqsH1(madB}QVpsi9J$B;Qis2*s!(J(nSauW2Hsmi|B))Ht-2gp2^
zM4$it?%3*W8eRkfv8CFn&qU$txqjnD0q!4Hn(^y(D|V^Ap>*|UX-2G}G63#@8M+C~
zfzYa>o}Qry67(AJAmuL5r?_EVr`f|?Nw{*Qr^3$wicGb6Uw@J!X?1&3Wq>}p~zVlwlT@^fQQBC-vEjY)XR{?k;am&
z>}>vpm!NFiy*o=;qX4${79Jk3S$#mQ-$P%^niW&^_bju5KY_B(T=PeZqpxrz6F7bVZa=)Bq~N~
z<@Pc`HHT4p7)}wCv^JWiZGu_L5N{3?b1%72a3(351WX7kTa#a<{>Kw~RM3SyV3L(?
z#1BQ>k*^sujQjQL*MZNw2+fkLWg{R+kdnIs;VsELP^0%v1aP`SZR=V@rC*en|_uk+wz0DtvEQ{-i~D$4E|~%zWk0iI?4Oe4ny^`cZXh
zor|)xo2UXwa8$MfVFL20ThqY1!`BhyAi5Oc&WsbR#K-bBXy`21p|l&cBb`Kl1Z_%_
zi;6Gc7D;0}%=xR?y*z2+&e4$0@8Ms^zg~2(ho_qwRs0d5S=*KZ
z4BH`vwvd3nh)R!=^j@QA%g7wqRV$7hsh5xfmZE>+@1zB0OPAhZT?^D#l2xqF1koKq
z4w#*-)ts22(G296sEU57K^Wk@)Zd0gF`@nRuQWCF!bM
zn|bTPj;l^vvpf=q&4}J*Y{tm*Z)`y)u-|g|-O)Z>yY8k(hs@tovhC$UL5~=xA8_&{
zeqdecuO*2_CR|1l0%{dvm1u!rTG-l%zf6
zDwUY3b>>eBR=;SR;4#ANqDik}(|Z*YMhDi!N!a5U6$v6B2*vKB&em-I($&E|ZNpxX
zpecgIQ|;dY;Or_d??EoOcH_nw!h={c>i=L6O(*y1Kql{QTtj2yH@YlEJSm37K>Nk^
zUC@4mf;y|JURB9ghh9fnBRB4M)@qmxZGGy>y)pV&bFpQ`%#a}K3u
z*IvC2e9UiNv2#a%`TXraS~TpiD%`*L*!-e3UH@9BEjM^{i@(x_oTnbOo+RrgZ!@v>
z$o&()y6QHi!I7jgcN+
zxUal^z>e3irez20{EGfq?z+ZfO=uFI8Q!zWE$6BB
zUyD6yO5ahG38(Ml-rjqOpetlcI@nrVx+n4bB`ZB#)P0fiOz`7(o2>nBK3lw_w+E%oCAZd|>
zxk2C>2;ZgB1UzE(Uo4Cf8}36{6)TpYu>%39C_xn67B63Z1eG=%XN*4Q5(gyOEw|V8
zPXjoFp(5fg&PAby7c{jEm@?Sebx+fU_bYa_h>e2zDngIwFqulcVUxn-hW#i37{cF-
zj`kwCFMQo%UB;-VQ_3&&jgh^W`|b*Fc&{LpD=6H(fB(Hzj~f=9mOg0Q4uTE`bs(%}
zD$%#oF0p&c8P;N_v$(jgz(J{jM5imb6Qy2%ecbyDbs~_KyNJhXn~CE@y)H5g7N=re
zi^a1!knSWe8@7vq$@cAuA6CF@`%9u|FyyKk2$Dd_f(Ft+1ph^>MOXsS&G+Y}N6&Mg8)$a75BS%?E4U=G3uCI7;#jA;M
zPo2;qx~Eb0=?#)S9+i)B;?ntSj4%IKk4oIU
zK1Xzv{TIxmJ*xor_%7zA8*NXacs$nB%3pO*?jf5)CpC7lFcKVlj!0;9bQkE5=y44u)}Y!rY~)C}{6xmE
zn%Yb=Pfw9|-2W7w+BeMACMp~`(^I8qX1f0zS$}0V1(|MFalTWzNUV4O9JhJo)cf=K
z^TVif2eBcIMvcTl?Pq)`bUm@|2m7KEBypbatP4iaI^=0t+^I#t(ppT+o_L+N#B+&X
z&I4{kRU}Y+qwlg8Zqwrv&Yz!aC9j(T1ssn&xq+R{}`&rmxaj~(Xf{cgO%YpN^mU^H&
zGxxi$QLwfU8sS8bx)Ofw+$SU1@i_sN#YwZ6h?c@()$Vl0erc2+>UJf^X#fh-d4F>m
zopO<%*(9uiZ^lWd6!qd|b!fteP^z}?(gh?%+dY&AcaZ)%Az@Ufh+0MUnZB(KM1SSm4Ei>wN9n
z2_{q#Is|07dSHPBSnlH|PE<-<`toxxh*A?lLAHMJj-D#W-ISw-T&u2=lyVU}nvMvn
z71gOIffcDCkIMy}*H|y?9oI9w+IZ{gm9-0y%~m%I+gNbjZ>^%J=$+e8`isE4G;U41
z#@cAt@P5Cf}P$ssc}?A~{Tws9P#z21HL$RLLoy?Eix
z3dZ@Hz5t;BkrOu*jC>AyM6-FE|NX>EgC$Gm5JiVDc8yC+45uPBgzza+pZHFR(v-vz
z6P`pOe1fIg33;+eF~P_MJNACs{P24ZxSXF#o{$H*a3vy}Oro
zT~rO)Ph%1+#KoXIS~%PDyvBjDiV7)p-dTfT=OKwC0ICMsZTO^)$sW+
zA$Tzg5|^{>FX$~X+pEEeOW;8(UhFcxKTOYavdcPWLJ0>>m?7P}g4&8VN44?2YRVwR
zmos}hRvhv7m*2%+n9r$G^S}$?1ht)q#am)AIc2>XQ!I%`e^!}`Y
z*TS-7GcxT~StDa!H?$glJX*QiXqu|Y
z;q5I6ih6o_>zHDVx;5H0R|veVSP^_>bBVsTHsy+lOM$6c3=H^ce)EjeCQqFLXKiA2
zRndJwu&P6&!9Va=2k{fRqIP{upi?-NQkd>|mx
z4>rN7oBMM>ey>stgW1A2(0$i?p&&&uz>jpI>-v6!%f)HeXPZ4?SH1mpC`Pj$q(5-H
z^?btKIxbuS(rBW>-3T^rb$_}gST_3`^O@fXPr2AeE^g`T*8`siI!AA#i=vR7MlwiY
ztJ3p)U3M+KmKuh7v!YGMcQ)GInbA?tr0~+-cD65KVq!v=czM>lP&2Vi+!0wtYS*F6
zmNB?c4BLMz8v;AM#(8+B2m1Ve#8mvaZg?0-RN$BDktuMb1HXtj@9jNHXmFLkNO-6|
za>*N@dW6i}*mGI>c@~>KMPHYh9*#YFZi8>PkEKhqj-wcK;Cx!&cD8AuuplokpW5y4
zkt3n`)@)UUcn<~*N#S2Y_i6b@PKHYyHhtH-;*soBgx#CmxOvxg=bR(1(TTdl$HS&!
zvN3qtGzIP?w9nFyuK%U9bN`C6&g1w5)QBx&E-J`Pz!gIcM}!C^7%>PJ5N`;aM2Cq3
znkxa~WmQ0|6_L>t16czR&pOCW0i9?M3BoWnR7x_SSQ$4_i1LEUWjEc|S5Nf^>@S=F
z9yrfD^E{vL=kvaOvyxZfbfzDrQ6aFaU{>7^2E30rBBtPGvZ7UXtjk<{a^mE}ixw^F
zBxeMTRs($~$WTjbs~;=PB5!Z@<6hSZEzQ*T%C$n?j}u%b7hJNX^b?PYcMRvNmiG+B
zs{kMg1gZqEM^<>C`7O?HZeMKlq02M@5A(_#DtP3@r{Z33nNLYgR`@g
z+=|qv)__^Yp(p;_$6Z(R_eU;tW{?ISA)vq%Wyc&wkLfKjtT}z$Gr^Hv*NTTO76<;~
z(9t;d?P=mu&b_NY640#H+4(S7fgE)4FBb|Og$NSB5iJ5caNh#7{;9BQY|`_f9-%qX
z{P1vyiCDBXBN3YyKJZ@K`s3}bEpG^5%y)Ox+oNt3<>kOpX)MV^YAj!|!iX9qGC^4U
z{V3)<49I?GkG(URr(iQ(k=6kO%2hxBl?mh9NW)2c@a5NEYk}RG?&C??3-GvH)`qpu
z_gDAe%RZ*(>(V!`1RWF^Cc`KB>}~1?-t~%9n@A|M@k5_jOG_hNPJAB)^Yim-@++1*
zH54K#3x;rw;0NHYYYHyMu;%;dyC0uS!R95@DlO2G=mm`8w$DpSPHtk9x=&22f*jZ4
zl9C1zGbVxoLS;1&l0fFJP1--M-eqKQyq~&K6<=fTe#YI|C1w5%w>v}dDXelv6!8Em
z6B<v@D<-BzEA(!Yi9Vg{|nnq-P%FheKu*iGfY{H5C&U;
ziiZO92)2V99FvxoC{(xW37Y}y+_r5vZ1}s8f3|HW06U6qNO;PHkPGKe{$ewfkpVk)
zd^S#V1%oPBb0g?2hMId1zH$}!2Lw~m=fZD_!15CFSLn)>#(d7eT~5=dOK9UQuFOm<
zYz9xF!JS)he3zY%+WbOQRRdSmzCYedX=^V%=aqNx#;firHJdU6{4A9|Z8$2=MK_HX
z85(Tj{K~c5%*^o!X)ZBb`0kFWp&RHTMf~Y{yp|{%BrW+by5nyb;k9_Scn4GDDxLg;
z)4hB4oWACoa&M>Ry!)LVa?6;ZI!UGzE@yVDcCQuGZakf-d`VGrPHmlN|7Xqk)SQJ;
zXkk$Vi3kX^G$MTqjJF39tGU#VSZw&i;IV=9^M?p
z{bd53u-420L8o;UQu<=w>z?(!*xISUf)Uc|16P@uq(RVL*gipJyjpeN?FHqag2h+A
z#Sqf3Xx(k498?Pd3vnkIP?GZUFefAz$kAv~g)5xuxtt*mDqbk~c*D~j(bJW7Oqxw(
zMUJsYTVx?x*nB_wn#9n4a-skLcm|9lt5&b>Vu^7TX>pPfNZF<*)J-1pbfEd5WAo&<
z!-1@|fOCbRvxF>J^ZGAqVzA0NhrVbSKJ$I<*1tUns^eZ<@ZLJrWD5&n{Y4HQKok}<
zT7lu!s#u9@KunhRS0f?C*)@EcG|ET>J2W@LnVNQ+wo
z9~>Y;a}L>?7w-7ahT5RI4F?z4Jye+Y3=D`kuin1CXfP^fpt*gI(ALONpwc@wU2SMj
zJXKk-FZa}ZT|vyQeFpveYOUo@EiA1}=&C0<9k*vhxJnopLT^AXd(;Tj>
zwfR`~xU5?e=B&-1q%14_C^p+8>WQQ)eH}
zJ~P{5d}Ywbx%pMj@^$O%i6$CtebcPn^j_jB-Sz6syWI;<>hdQ^fMX6H)l@Rh*NzR8
zqWo;>KWeEQjBu2e_gZfp_3G>F6nqX3f|G-T$X8f4v>-xC`ErJQ04o0`eT_=5H{9}_
z<@2RXSKzM7J!KS^^u|WuV4CGlLM+nG?#QZCA21HjpSW#lR%J!d#eDKP
zW+jIsm+*%WAy^=RY}w0)b^KJ;E>D_f@Ex-rCVKp}*8DtGb_4!6Y|#1>UvD(MqGV2?Y`;bRU-dyOOpikO
zjY9qXoUBd2V5_aFSNGEL*vuCH-xB^*{PVD1hy0WIoU?v9cGpVy_QWTQTbvl`sw!GH
z;nhR)yOo(1Li0;f^kKYqg-xNj#hlCfqwLzE7~A{(w|NF21#bc0nu%qMSeQy8K
zCyyVehuEIKa6vBQ>K^};pFeG0mFkrG3yk>ma6Wtaa=$m1hWe{luTmFPO$}Q!EXga}
z+&KEAjU(@^Szm0(KQP*ve^l*BZK#C57Qa8A^>7P~a~;J+Xxpm26pHn)o<*{Q<}a_Y
z43rOf`S^sc+r0Nj`|?t1R#ukrK>F}nokYR*Ae~ab*6E4%;rh(DrW7Og#PlD|M-PfQ
zWqs92tc%qc8T}bF7RVX#Xe&eiTUW-am!~u>`l>=`oa^x}PYkI0ux5;-ZhwB#lx*PZ
z;OO|&aoD&uBU~v_Cu4p%6JHs)(eYeTS68>2ZoFeMU^~qG_U&8x)246K>_0!*v%GNo
zYQ@k7KXv;dJ~u`YrE{!
zREW9i#Dw?Wo{1m@4@RTd3LepKOpg+>!!J|j|gAMUV)d~)lp4{R(WZmvK
zW3*k{Tj}T*$VcNfDB-cyIB1TE8jNI`)?>``>hQ+_bf^
zIez-IVr6AzQ>sZ&zIl+4wdDKD?($RpwcUMv;R)I$5t@b1l{2lP)!GeaT$_^gJkMAS
z9v2f6o1LE@@VLxa>2c&TGc|Wt{a*y5y&$1wHAfzzgEot&ID
zZP*akT;2EW^V0~W#86c=wF$=nPO(^fhi-^>IxN#&}B{fEI_$l+$V55xv%&^?mt5@&UZ=_I`
zwzH#brrkf?lpAq;@oCk}RJ}(1aBF65maVyEU)4n=C8euWYUR(d@5#okXQJ_mEA00<
zPLv8@H|STsd)OL(_j^I(>*kYNI27Z~&d-b}V1Y&tF$fsTW?BtdbbeZAIn*SF39Tx7
zEtG89dHyI1i+-sepMFE!+hpfUmmVo6>Arm}WF3La*mZeaw&<^6J<81dnrCvW#=r-
z86+DvRyECxcbD{6g*+wSz*t{coSTvfmkycCU0#%0o~zHD%-=4iyR8{f4k@h5&P*6(jiv`95qfTrx=FUYdE(Ki>{%#tlm$d
zgsxT
zwBwwCy|gs#7Wbk+Dq&?7O`c$dA4T2qsq4>k5`niS5|2
zqo7=DdC>GLW|#cz8KX$k$u0SRy1NVDZSO8G&g`4Zs#pK6Vv?s)ks@3+Df=okSM>V-Sl9%4~L5W%y4U6VS<^NSrWFOH>=F0
z*z9RPiDmuT2)!Q_Z;OkH?xvj&m5Y?O>izTib06k)YuD=5e7M11h}!yFU%vpy-a7QU
zk6H)_&t&vCpeDe1%9-QC?+D$p*AYSm`*eXGBm
zgifLohSs}CDgabW=@~_{VD1?Rr>eeAGE&L^D)T~vYY&|HMa6Lwk3bA
zfNsUvjT<-iSH5@k;nIi+mkHCKo9yFv6c!dvvgniMGi%eHOL$p|tqG8)h9|IlbCk69wam(EqsrjimhmADGH
z;u*R$r6Jv6HsRg7cS(1@Uus1w@2?JXU%h5ccTW#X{>j}83@Sg|S~$+#^C*8*w--fL
z0R!pv`gJt6n=0;zzp(tZ(6PSdKOPMzHSutBZ>nt{-)iZzR6jm7m28k0#lrTZp}WNQ
zU|{5NQWZHga#}K0_uJu>8K{(Aetx8~g`+?VSOzYf=PGfGZ^`AkQ+6dI!`8{^oLiAr
z)#s=CqI0)1@Lxk|lu=a;z`_rqC_gj5uYi#2K3i)JE?#K3aa?BirYbTTp3hU{&De$&d$zskKO`~
zH6LtF(yQhu%{FNlr7A4nb;?FnO1WabZvFa_)>e`B!h!Me@tRZ<4WqU!rClu7;+pM?
z-=U<@f`PwW3ps{-oN6N#e8a-Rs;a7@A|G$+A32e;ykt+6u8oizdT!JZcMeEO&W)Zg
z$#LFFE>>Obdx2XuR)<2@1oN?DLaKXGffcCI*>+RRR6hNh7ePTm(lRoZn4`l%h4u9c
z+eLrAX>*)W+j`*i^*iN(wR2Mg(S;oCp*HXL*wrUKD=97IFq8QF7L$oCB^hw~ZA*))
zYwRiPVzMY*gk(KgB$%lq*)xF>^MJm|He=sZ{F)Q)%}?E`Tw0vxGwb?txD*93235)c
zRc4#QqpeJ$szFY3;RGWrFZ7DdmQ}yIxS8BLI;C=sLwaevc8L$`(W4jf(NkmE%&e^y
z$QD9_(f#`J6#t_0;**HaDRKQvqwzW>4k-f@@*H~aaro}Y`L=*_p6#%4KaUB
z%naElEiElcT17k8{ql=GFp(LcGj7E@Fi<_1etNhyGA-@2f68Bf{T{86t4?;WNCJx3
zRIKx&II2)}#oG(s-rm{*_3@g8hSPS%Tv|y{a~W3d;Vv!|%rc6@o^Yp
zUu1TxWmwz*I^%VmvslE(dGhC<6`lF6Q=j)~d@%1VQ%=yLdi2r6x)#Q5Mxk?!)zS1g0=B(9!8Fx-MnePSoT$+5>fqt7Tfr;qPPss%X`8Y48QB
z_T#7Zs+f-+J7$1AMD`iVSY&mW6#Jn==k{@_*9xkBe9_7s@
zA9Z~D_U%JW$>JK0Q{G$hD?Ft{!`rg$o1f9~>b`h>K=7SFyMv5ne~kxoZMe+k>QISl
zg4V#(*iM~_uiY`DRdHTp-+!nip31)$_=RMsvK1K`7o&=F9pD0i9@c+!(+&ty$a
z;|MMzU@!mCRy&NBT%wKyRT}GBHuM@DpHY*nH@kw*t^Md^&!Rt{Jv(8sc=`E(
zQ&@9u*fPyYu_~!$1WDm?07b3t`1`h|rcuFQTXyr0_T1bZyLW4)rKi(@C7zs{88N|3
z6?Uehs6PX3qQ?Rz0IhRm#6);BZ%qMaL$h9hm9+?$wCd%3wxF@*>AMzB3>tlFrnNwX
zT%^v=pFj6wGhKSPY0op~h3`xScY+*s>YeMNlnB&hbozPAbppfKdeXnN;29l{vCXhS
z>?uCJT3yhr&hOtf$?JiUPXbAJjWmE=?*~@Ty^&(5l;7Ig`av=NU1fwE`}gE}b)M&p
zBKku!K+X)H@jMao(fT&FwshFqvDW3b9C0D=b}Ovv$>$@pn_ilFnQKr8@aEa
zeibE8jwS#2w@28D9a5NUjOI;yq}3c{A@JTvab#zuNUvtTya55IA7agmj0P#48o)9~!s7DAQp-McqF
zJuMIHkz(AcUq6BlQup0mECv&1KVVO{MLVbn5%-;}Q!(+jU_JZzm9TBXANTK1edQ_lvS39`xv?QG
z;A`H!HB$u)CLf%am;Cq)d{BUD0AU!MGOw$v2Qu3IIK-izrHC3;i`$9uJSG(ZP*i6^
zOHjcNAxQ^T#z85<**3C0D9u^auk9@zD;
zK|8u#xWnwY+1G^b^
zY87SnrGQBwZuuR?h>&+6KN+g;T8K6aeTw(Ge+P18QBY98G&VH#bauW)RaJ$KFgKLi
zzUhEHKAcKEJC$%mg5uFB)N&jen;3WRX5P2Ym!VE3*U8a;^eU~`ha(bKIGS7x07c1q)hwUb$vYYCxGCrX_Rl6PtlHMr#y^C%O=HGFMehGpue}bWwqw!0WgSupnB}oh#f~Rbv2uyjbN*`a|CTC7j${2h<(XuKNwHr
zT$8$LmCvrR$w^r&s}wcDKc{{U?N`~4ZX%1xvK;$%FyKrUSRVpXl!Y5lq=
zTk&4Yy{N-kI$vMjsM4lb?-muvEA33YFP1;{y^znm?b>YZglB5djNAH_RXLC6FAcdS
zarJQrF9fj{(q#1Ug?gofU(Zndk{uC258%G0ZRwU$bw$Ywuu=n&R=
z%!I=H;DVf}KvnIi!d$Mi`?pwEiI&$_0L7Bf`Cp4Uw}mdcGC93qzWDp^T|)ea51&^_
zG4!~#-%1mc5j{FO>L0<%#U-`omo3-9vk5;3I_MAWS(!*mn$lWD$u6Qe85_qC1ZSXv
zQST{x9f|GA2KB9~Ryz_cunL9VupsdC-Sh17QE@3`Loqoo#AjIa9TpHs^^fS&Sf2CU
zxpU|4efz?2H$Pco(ev=9qi1Zx+g*AsY4IRSZ!6zlCMzMMH_)Efq)qsssDmOfN%AxU
zpT1X5c~C609%bJ>Vsk&<6MYR>CkZJxWQ@*B~(s&4Oo@
zf2`Z=1wkppa-e^rTucGPFxnBl691K+PHc<zp67AT4
zL=~+|XV$}C+^?=ZdHy`*7ezfiJ^XuaX@11p&rhGnwMa`ErEQtNynCjvIxJY6GJN_U
z>mW@q`S9kpustp!q5^52FP{wvNUS!l#J;b2b8Zc4`6~%sOi=&SGP
zKc!r+D)wU4ocYOzF>s+>aCx{h5ySG()z#O6j?z&PC}O`Mo{Z12bNG>_k}Vm!T72*a
zk*i!Ht%h5|K_}wR?8a}H9$u?>{4Oe^mZu1L1?2@7|K0T~|8kMhT({TQKPu{kwvNtT
zn*%G~?6|Zc&a~OEHD0bawky~5YmUhL(qH;3KgxUkgt9r+EiyJT>wflx$ndMq*<xg(AYj|KUZF;Kb$`4zp%dUk@$;0fE`MIUfr;XI2ch3|c2z
zPZ;z^ZwtYP+)fKN5-(4lqf)8*K#^46mFqhTu2nQuMmed@oM@A~B!7wOOXJFwcA`HZ
z^3&(SiNx6gjSU&#JkUtze9FFW*~TdR0ZoYQ%o$~@v(nU{BCWYyk!*?%4q3l!r4LRw
z@5PUrhSMN$EUkRBCrqpM2GoHIdwX~vDmRs~^&VsEGaJ+jESD_^e0E#qkPi2&O{#Zg
zfsJnqN>LLZ2+uwgk?`ZKj8V&!jZsY(ON=^S6x#y`CGR*lc_ZYi_fppra^;SZdz8(R
z<&n>PvlhqOx8yLZRfXJsZGuJk`AiTG_m=z~vDjXqVC;Oc#NhKKu{|Id*h33NwdCb_
z?S*bZDyutW0Y`s>RF0qgfD*)C$f=(70d1|gwpI>8b*f;B-IPAyHkC}TiSd<1h~
z$jog50ebZzGi}4qvzGZNf?j5GxqH>n1UCmEh-1LKF8ur
z?y{Vuq~zO}mDN4`dsN=);gfO^vX$$Z9NsXB*nKc*&mr<{_qT6{sr1}he-fC}(4gqQ
zm;j``hk+pyLr*k!ECU5)Wxr6#*H}aHtbBZO+QnY+)9u8uu=w$2a?%3r{gS)r+z0gS
zDUb-1I(e?#g#-zSbwi65L-FtkAgN12Dv^c!M4)IsmU3$ptwu|?6PxmmNnIZN0ZBYczB=|xk*b)N1aoK
zu1VZEi9lf`(p#TDc6V1mSwYu|x%hN1fm3#0cV5q#s#BpqW1;KOPwE#WBKKccOEP1b
z5V>cbfO@rde9}np5I=mOQyv)YyfhKSrje5cl~AkN1T>5m40K%1l0}Po!~?{gOgGVZ
zC#Vm?#2f_NTl>_h(x4K?ee@H}mm_{-;5V!wwo#N44*{kBPIrcV6we@J@#8xAexSoR
zm8zg%*=h{DR|iIF*o0+5yca+db*z>orFGa~;&L&nN@$M!nmT0xtSH!yKRaFdJH45+
z7sgA70cSr%07*yeAA1yCJi#%GAsJaXqaJXmWyo%2;IF}LYV-Ri-~PO*)v{iVe-Zi<
zM9WZ2j%())Ny+Duug`>FBN6KlLOv{r};kM@?=Uw{1(=SdVS$4KWb{;K0@N
zf%MEw1JuRO%0i^Vp5DCrM8~$hd-sOIvXuh-$Da3rgK1LV3jq+H%QB5M;~}KZhnx3x
zjf}*C_fZut?7nlWQCIZ%@h_cs#WO>u4Q6L&83RFT5J+@LP4Q^wYyrn
z+2^^;qq;(t{a!5BUcMMf-_-PU1#1m!37_B4@)6rExTZ#yh*YSdc0WN(I%bml>?7$Rx3=tRg!#Q-Bp47os$Q|oLV}^z>XRx=Og1)6`)d@
z{5(VQ4S5TsAp%8Jq97EEL0;=rxZ%6(ojSE`|A_@26fkH
zlij`=dm~_hw+c?l&tQzJ13`OiWPF
zRGL#wmSq_23Adu$x!|&{tpw#IljOdi63N?WV;TJBUJBBSt>N7~=gQ*kB3&mH3Eg(S&Ox>DRJRX)sPi
zmwsxBK&K%jtIf9eAfH~$fw?
zHm4X7JJ^2!Vw5~;n|DA!6c8UPEFOpsPll4zf2K&wxO*Uzh2
zumwhCLB@?G?B1cA#`rYVWzjz$KdywnwFgYWemMOyKFxKY8?taDuTfO;@h`x
z#^NjR@;YrpT*oAL`5hmNjobEEs}bwXtxkf)lW<9b+=7w@4U=w9o>YPA^43m!g%=Lf$m>_?f{+E@QB??
zHq7u^mLs{{jCm4G3EEFFoNu=86uaK~$Z}#Rb)Z+Rzdk;Q-=uBObmSedY+tMG2-}fJ
z8~)X~2N$l+>X}Y<w-wZs{kQK$ve_z
zy5mnh_w3v$O-QqYRX}}?+q~DwGxu`y7azv2-Yi)HXW;((_07UDJ%-TEH^h>AqokE$
zLTfg-u6#jhKfmGcfBY}b2(7$HSdVhmI?B4DvNCyNV`D-c(5DbH@v@+MxR;)u&9f*N
zg5d6m<&XE*BjO-;@$zK@IOVD7XIk{25)wTRjtY%4sE>gE;0R)z`3tPI5uZ4qQIRg7C6~)VXROeqLNw=K|bJ-pUrY|dGb$Q
z%~&bVXLrOu7P|h4P$Wn#Fr?H_nauVBPQWfF6)JNYT^i*@8LmI1HR;!9EO}AcfERaX
zJOZOOfOr=Hd6(dBsPfrk1q^6a?Bi2k{RN~D-%_}Fb47RGx$_+W7#p00s@lu5n2>Eu
zqEXNckla#nhFTCc5d~L*gf*bqWo2h~4-G|=q!lWJ#s2f8u0pS0zwJPUze!Fw)b}qX
zCE|c$NR8b9XJlq2`a%Fn=`g!7iM9327%25;rQ{5hLj`)MSq!%bX6AtKl57p$K-8R-O(rJvsku<7dV4nZ$ytR)zt
zqwLeB6K@`rz7|qYh*7-(Z&DUhxq4nbcexfaIw~Uz>&cVXF~Xjysi}~jKc}L$+eH?b?C$dKKQj9b7ZsJ7ovROwekgRfy=Ik3vsO
zX$azTi*N06Sz}
z2KvH+cQOVyu5gk-WP8{)&n#1??i_$_T}R0>;L{I{Fv(A
zAm^0;#N?04b!9wo{fwHDsP4k!f0AZtF#qAkd&0{P*G`rRjeHkkhjv+6&MQb9xwLT#bZ
z6DX%Sd`}pbV*jw&Pm<6n0itDyC8&kO>>=C=(Ntzn>;tUgMV2
z5<#M^O^o~Y-I)=65e(Z{|Jz@W>u%P3!>+4>5z1@Wa1z_Bv}tKDu^f7{j@1O2sWhI^
z4Tr9OLZyUA4Nl`xK<j;=ra;R_17d72_piCteM#Vb*H4#C$^{XBnS$P(8$d}!qUhn2p|pc
zV6xMdsVRDc{cN}Io?m}`0}S3+OH35FJ7*juj)sGR`H4Dal=de9`b0oPA{kk3p5+mh
z-|v+A9i`eKK4AEXy<`eovp(jR%Oh+0`XdC2rX5XZ$F;GQt^i1pg)gxT#qI}ayZLDn
zx25zJZUSFR)-Kr#z%|e&Sr1i91~x0{XIN*=!Zgch{5^mYCwJw_pZRazV9+l{^bz7u
z8VO0XAoD;7Js>=rhDQ70(j#hW@qF;7v!=TORs%>a4nqt0OR$bD!`(2c|i8pxk$^)IW@IN&MiA;oqE_1dFAi9c)GrcK4xZRn6}pxf<~67IredwR72Pzg?H36rd`
zM+C#8V(M1~Q~h}LXz;G#7k(2{?pK67JJ2(D``i?i3kI(d6?i61dx)a
z#igWtnMr8}YWkA8?XtZ?>kp?hn_8HQYNz^_v$_xtYzAI>kEjaLqk9$e|H0P*(%E7C
zBM@8TIMW&?>NtlC)^*@X3@tV?|H%DsPGSVDnKFWqd&OZ_Q)#UNrLBKz%XxP1_zTIY
z&B}{ff>!9lt^j9Z>cM`fbA+aV8%rFM45&acuSI`ZQS1;sdYel(hMt=0B&4aYA3>y@
zjk{QMq4@I89~7juUmAEAu114qeA{|(uH%QDK!&q`@;x2F!1l$mk>o*G{kXiPTqP=g
zGU7c%)P+-??2k0e+=?X7+Z0#yO=l$R2=E!=VuM=^;)I{Sf}jO>%Z6$T-Np_Q>=bAa
zdDptFL$N^`Y&kPLWafL%xvcYwL%5z0bHvWJF?D9tC9fhNL3{tBe3MNr2yer$k3e(Z
zoi-i@a~`wqN4^7a(0q`qKlN92c$C*k=fKk1Lq`{mXrx^3!uZpvG!(1+yuYM#nMKCG
z9I-0QS)6Y6k0=};vYUNfJ^rN$<_O|T@QU)%54MKkdIQM1L(JnC<$Dnfjp9pnwG8gQ
zPVV=5aqs2u!MTFv{AEry(|X
ziF6WB5jBivDuY4eKtD3Z6;L?$?BD+Zk?-ay1{nIdG4SQzTn{Pzt$5hwE1P@<`DLa`
ziOvS+d*3J7AM_WKMUmW@kAFwFu4InI#KhFi+bpsSqjH#~Q3=6!5n5w^bCu*xH0TVo
z?k7aZMYzj**!?86ie)UW;WQiKG~2xo
zg#9X4&d+aK%NG%s)P)K_(qQ40o@J~DeZX-5#IGKs)$QK7^DwyPsx`kH2YkXVlZS7W?6hb{EXIFu0MX?I
zb7HRpc+Qr!LP3SU`#~XA9hyWXB=#wsH3&z9oc`49-{1CQvS|RdB&2K9l6C`iq!y^o
z`^Aelq>v+-wJldIUM1C-yclTL0v&Pd!80`(O@qp(PMvDXvQ32GVo@$KLmCp{IAr;w
z+8!4aRD!o64S3sWqQB$f#fy3<)$}5ENuNG_LiphrG|_$t<>b=YahXW^kwjHoNA8mdJ_7T#xEn+pSrE%OkCdFu`SX8Z@4P*qyRxrN
z?*lW<9z0R#Z|R%#ErvuAh>L)G1y&D6r2ZcynuOebRKCYa3^D&xh!T>ZA}_|G6h5yn
zmxes%cM>Oc6i8sq@`%yq%ky-kOF|4HfWU`SjjVZsFNvQ3cct_E^8I#LMhLpdV@e5<
zeEIS?pjj)J1}TNn>;)&(oo2O(pMY2ziAshc1rNP|*wC9cZIXu5gdjc!xAbIP;Q()IbgX&DwhAe5)9AJrXxXP>Mw2Ch_}(>7uLFl53*S
z2_7I0A?%7D*xN5qQ|ui^l@srj*OB7{Bq57L(hVHtfU$?A`VNVWhU{G9i%zkH|4K${
zG!z{Hn_Na&BOi(o43IK1Wb{H-Q9#!{qmI7<*^$&CSN0@Lbbb)zAc+J@E1FGmqk-Rd
z;ZPF5#BtBgADLh8sl)-4!9hC9#O(AYW9vXqvq^n=`;S<74x;*fKskdc05i`f3slot@|%z~QjEU$)#v$#Wj_5_yR>a)U%{pmr#Zj~_+si$
zw@akHzW4O$=FUC1R|+MS4yq4*=dUYYbf|1t)xpxL+s;A0JUjMV-f9}=l>ORRE-ixq7Iy^C{aIoaNvhxDvAsTi;$2Cbo*KoX#j(Tx}giU
z0DRrLwNOV(iwJ}S%>6UR0Et%yo5XO=5wKr5!y+7uemy*O8Kh3gsgr!ct@(s25oUzr
zYpPg*WY^ox3_F(8_scbj(~ykKRSDcod7|=)Tl*hM&@$61A5S_QMCL8l;-s6HzX44(!#nP={W}
zz7StRm*WfD`0d2QO8c5x&a1IiDNQ`
zO+mIjbO%N3WZ_6%Ocy3^L2>av@6!D{42y`-QB#1R<|G0Ank%#<^pDkrsORl5**L>f
z{Pk-M@*&0%jKrG(d;c=E@@mR%l;>k+|1nF}%$@Q^a0JTI?bo|je(TMLhBYORRY7bR
z85ymHd`eTe)H0CojEai#XS5gU_Xt+nb*HGlygoEKKmTA&XXmzyF@GPOrOtIb=jvXj
z4XKyyol
zDo6nyR-%3wH92E*kb@t;=V%@|d^ibJ2@bD73N{m#LT@-
zqb4ICfDk&#E=(+dD9z#jqg1FrGUx(019KcyIs)KNoJK4Y#L9^ZOx7AXfQJUehL}B*
z(|bTF7A{q7K1DQ=Uf{I&+k0q(BS=k)lbS
zAOskAsBU3)V$a^aI@Q(yMx=XKa#G1(NM^lz|2}$^4>L?WDwwKW?`!MbOiZy@zl7og
zc;%?2{=GW$e!=^XjgD53$STOYNV_QJC|SuvyR)}948Tze8(sY#IUgl&VPWyMAEF28
zTWH&IAN~&UP(Hhf;4mfm1IOb3{_8&NnQ
zZwifx;e^I64)eJRw)Yl#-s6a6v_z#t$S4PDPJ{~(8WF(;zq17HF2CYD2$jy47l-;F
zJw!xCn!`^HNlCHF&VT^Y!>%!Vb-Km8+yW#MmCYn)D%zwQexz}wB^ge`nDIJemmW!^
zH1SI!g3AjN)$j*E`j1{dXempu^%h29oA(p+^z>$vm6v;QM79X;Q;o32wLoD((2r7_
z1bGEzB{ke?X<=3nvTJpw^~kk=)2DF6Q8^~P$1iL2)8<#FG%v}tf~CEJ^&ax>-QnH<
zb4hYz$aae1c%2$~E8*ELPgZvJ`761MWXe}Zt$rnBZ9JScQKo8M%7?7zHJTPqMS?0x
zL1y;9%xJ6i-aJeyC=h8QEkxG^$Nt*o$$aGU^J@|k5}cWX2`yI5MiR;U)GTg5bEknc
zgka#PRZzGB9H$#?VGx)>YduDF8hfgt1ufMWhwmq*7
z*mT@eSsWlYHR|N^>)tP@{4z+|Bak8BCMPf7gLFO)yqb^C4aAz58ADU^{}jpGsO_u9
zjiXR4pc_h=Rz|e0*Vb)C(9F%DVe>y!pqe%5g^@e5ZnadXRzz%<#+*5nqLOHiBino{
zf!V#P1eoUa?6|q-3nm*-qWXm5RT`Kmv#m*AduY$}NV{|P7{1m5aaKw*y+!LnNJzrb
z(Q(_EA8&LlA)WLgn~^Azm@^r|)y)$$dkrdnmN4**Qj+csq^~_joR{YXJ0I-A#V6jz
z5|Dh;d}G`uEugyam>6}FthiLpfDl6x63k!{hB&~SYWmRvE61d+rNEsb(s5Z(-@w2e
z)_RY(f_jm=)8zX>u%Ou?6K8*T6(FA3-FEG;bu+;9jwqi@Qm%xEDkzG>URGrW#Y
zz|Xyqf=ia?otI7GD%Z@|y<)<(-_*jes
zL(!J_J5-iU8`>n31(gg82MfjpVxBgncUz<#{oSBWeW%h8j4`$_hHf%}kVA+pTeLtb
zD1rn-46?|_pdQw=H<74hlz6KBu#1$&O;phj4_9c!mn8FPoIO<+r8t(#_X#va+{no2(zE@Qymh(G%UMXd&6b)tRY#Qr;ffU5
z-($c{F>`@D8~H;Xi)^wOoq+d3>JfcP`R9fnl}jVY1ad0SIR&}PbeoHuUEG>
zg1;MhQH|}8h0tVS)o9*SX4`-_l5e4
zjtav&FGHq8EG{NAlm$g)W_=yu9uBgD_Xq_4NBjIgvFnjx_}|j$yQ5q4Qj8(T*y3a(
zIVRwRL!Q2BR#bEhtCqWkb;cx-b2Ia|yt!YOCd0(KeN>E#(A|8YN6qNz>grD0kpoU>
zItQ#6>gOW0P3oqR_SUUiZP63Kg8jD8asQRMgTREO
z7suk1JA~S2C38j}a`8Hw`yA_EN#SJAsh+C(Q)4h|BN&6;nltut{wllIU
zLCk_c31+C+sq*&tRZ84B5tJcu;-V)|s2I4NT8am2fE8S*{)K&1m1qZ~`thdn0kFrMd7bj$Ui4;1@5
zphsoouB5}g;1_ix6IZrNO4#ES&z&B0B60LWZrky$I%6hW>ZU()UejtIrLVrg1qtjI<
z+|V=~mhi9@7AnD7Fn+j#76QpwVaYfXqD
zTkc;|f`4Be^xul%wD)XNeU6WxpC8#^D}aGn3H>Vv-AD%q7gQ{=GBPrrF$i#?4~i44
zf-D9>Xo)?X8acuMfMwWrei0E7TM(Rn-|LM1#iRA*1&%47s;#XR9LbuHR#D0P*o43g
zYgmBURV!3mf}#2N_|kuVdz$(q1NTf3jRJhWsgiQ@;~&^8%puaO5aGWAymJT8Y_>?sDWS1Y7zZga%QIczl%S!>!CfSN99qQg;Gv
zSxEQy~Z$
z2YXOQ*l;x7Zs1UVS;Y{-75Y
zB3XLaM`maZDUJ1{pI7We(fNUxs1pjC@n|yE6gt#F9JsI0VKVub@VpS<3O5w;=lTPt
zXA%4eBwK-a^v^}68%nbY>2}#0zg~W`szv2RQuW5UmdCkf$9;1Hm~HWJsR=yEs%yS|
z*=g?y#TQJ=KMVaGvw-A{MjuCG2lHj;oB~U1i%NH65|E!?GRN8F!&CzJuDw3PM>YGj
z@mMgJA)T0$1Ea&}#{+PP7>4w!W>`WdBwzcxZ54B}dBh~<@ZKD^aZ@JH{zv)=8=G^9
z@q0=XlB5M3R5942?#n;jXZxg_{jgmG1lnvgXoJQ%zv3h-_Ra6zzg#-!1U8bLK4Zo3V!?c5FYjN6$e~i0Z!h1`dm&;
zE&HSPA8sW}h&9)JOLr4r&rrCWGricWy8u+*o~_hMY7F!AM^fiR_pXkLegm?1EWq^q
zQ}=4f@n8M;*kP_1Cyow`6*5WDCWo4>-
zAbh@mV*<*XUNNsfXmQ;*XSQdmjT(RIxWSf{t|fYv|8D!HI@|vc6H=B0)kAO=bO`qQkoNhH@4OhFouHdZ<$2^Hbi|gaX1J-gPz?(kQm~B
zelTx&Yt?KzAHF(csgIssK=^0gw)Im={
z?}%lFXy6GE6c!Ml3$H%%=W;^RsV0a!jEIuH5wk9Kx#GN
z0o-tDqj2V~uXT+*?2)Jxja(;ErVy9&#n~(JG&#Y6s6;bRr`Y;(9B~bRkRT|wH0Ev&
z6dMMLu}{O{E@$>+)m{yD++JSKuPE*0_8cbs+rMsi{+SRMInpfRk{j1Vt`nUKmx`XT
zSTPDze1WiXrjuj4p>j(hhxTvn9B^)B9EsR*M{K_F89g5x=|cbwnd+^0Dqh2;R#H?A
znaDl|n(4)87r`HY9Twzdcb`vXobv&GOo@_msa=gWs1u0H-!mpLr^xKhhsX~~fvh^n
zYtX#RKkrdUvLYXv(#+wXmYQdrIRt|^Bgu*|QA#u4D*4UutXc3p40D{9ZmlyWmGx$(
zHV_|<%d(J1UxCCCcn%I~GOD(r@EKk8zq>(@zJ0ul^UHG@%LeZ)SL8~U?c~k?D1($U
z$<miayUj5QJ1rid80gK{M~j`JaalK!C$g
z)a%sxczZkk)k=P1*uGYg>66&gCNtV0+Lh(s3D=n6_2*08&
zbcpIv6CG1hoEtM~fkVhiI{}9E!L^3=x(ummXBH4?TRC0VU_
zH*u{0BLVr}qeW7C|35DplezlO>2u^wG9AV(X%+)@9O#W-P$;?0d%l+XW#XY4co^Rq
zFi-h+L
ztNLLl-hmCiQtZCF36KuJAhLu|1h>^-0|7_~kf?Mklj^~L+15ZHuN`Sv0X)(44$+y(
zKBscy4oIg&*KF1LlMe@vA-EocVqA{O^OBiP&`e8TU*8PmuREpL*dQYN$GfL!7QUnz
z%gM=6X^2^Lfzp?)*)IG7&y94*{_Z?t-!2YMoD9zbSYErIFJUZk)IjKX5Ti+y1dPI%
zJ`ybt0y#=|PZzSc?OiQID}~UTP{Nt1)%C?A9qm2=0E)Q?e9)6HGwesBO|i7Dq-sfV
zy!|ko*s13v2-O9)ehXIKOYBo)H*r#D8VrddE?}aL58$^>oJ#05^9aXcb4?5QU#x&A
zz9zVJ^FGdNG~xNdMD*}-pv#)57zpkNQMPsjDlJc&Ec?Lg@BVVcz2%z$*&e#A&`eLL
zXPpM~8E_MLP7ZW%1ZLu)UOL}L>LD~tm5r5XEOBoa9z7d_M_H9-k%vCJM3+G2OVF>4
zkd>E@5op6l4Xqc@LI3jSOC9@Opx^HN92OyAI_34bOH+d+sA76_xoUg%b9h1_@F1fC?(L%2Pd
zZq7P|F@e7|+aGz``AAThKX@jttxqJ%Ix&7cen5jYg@hDP23s
zB20NHf?GtlCdxZ$FFIhwOExru@EKl1cW)QQfi)nxfl>qwkOtMKF=ItiAz>h2{#eHn
z!JQ&_r~YN}IPY0gSEqxg)Ih&?^jk`Y|3UK3
zzXwmT6T#(8h$V28igxJ-@FRrZHDqIBqcP)5Mi~(m@HkFBUsW?|wGgAEKR-uuaxxv#
zYcwr@+j8h$&Y{QzD7lNxRl0NEDGMOfgrQ{vBc*{mRm|SrczJP%N=uI|m!NHF(Y#qb
zaBN0U@Yr&GQFIjpoRN)hmi
zhgM0AtGggw^d{hL0i9CZ&2vO%z(Z-nAe5)NLb>>t>hR$rdwXpHO9!TGAe89fnAj}Q
z{&zSXrQDpr0l{Fs@Iyme!HX+nl}bZfEebnn5X05OFn
z9FV+T_kwx0hwsJ^n^sV0F*AuPr?R(H^IS%7K|0h7-)A{Cx^i^;8
zqSUj`l=St?KAvb#8L=&nr=?Iou^qxrY8u=eJRg{{n9|u5uixknJC{KPUa4oUr+Vv^u9p}@UHb|U!#TisIe9+p&&e5j4lP+gu6oTgyqtAYO
zlrqfpGOULK`L&l~pjPT46K9w=>e#;dLtT`L=l$jKkF&*M4o5Ffory?p{^PvC7AMcH
z=%&>1!rY}(7p4zX?Y_CuX%)mkahG*@@|F7+Sc;zQ)9I>G^40m&xhvs9^FifwD3&)>
z?x?Lii{rmD?-A436l`_TsJ}f%Dsy^BIn#Tul2Rr&HDO_>yZJMtVx&T}Wb2cRI%63Y
zdYgY{0f6{K;|ca0BX#=K*Z`eUwUY!&mU8B6j%n#e@mZP1AR6;P0%xX9y~B`LZr$XZ
zXozD~VohRllYs{snU1TRP?!0ls4u+0Br72h(Z@&fz8#qucFy(hHsLZE;#bxx&ETW9
z+52g!6JIx%gMTm;&j&F#^4RyJq^EY{f2bzWqSSA!G@}dJg~b*>26Lr6qJR(B6W%2^
zlSw?WYA@5PgBc?)B-dN%5Aln74NXyZN_k*o#BuDrIp)#$c5z$aVb=Zs_?CWk6M-R=
z|JL4{hxOdHYu~>}h*XA9Ns=j1M3W|jWJ;2VW`sz_C{03!3L#TbgpkTSL=h!J36ZHm
zl*`Z@A@zJt_gdStwr6{Wwchvn>)qaKTf=={hJL^A_dJhb-}hrbGEV$U>hixX0RM-(
z1=)1w%tI7$Pnq!(peB;x2UJN0ODdUU(4&$0N*R)P`t$=7;={d*(&S#?Lv^g@a1SdC
z+xJsU9;W0fpsk6V4Ay1#x2ksIXwO{Vb>
z9eOz+`J<69=SI<5YfeNyv={oqgD-KYW9o_j3u1z)Mj!Xg^|{wgICVUGE4uJkOyJeM
zs|qlH2Ki*)A~s`4noOs`>HlX?%>Sy608Qi}YR+0AU=aL3@8;?)O3pgsq<{*IreQM^OO*`z;!my;exHhdS&
zzJX7_s-N$k7tb#W92pq@B}hkgXHn+*z!E{B6z=>lNCDD|>rPLH$c_N|r0Oc4mHw+>
z{FkDtx|18ses?PT(fSL2qsvObLBE@A`#Sl*zxQ@z^SSUxE`I8i{9FLJp`}aaet*gR
zQOa97*SOHI`Nt&{<7_6~RzT91W8tuY_wM`=Dz9+I8Br=08h@o&V`AYU`ujSRp!zC-
z%xOnyin{#MTPVEp#FMesiFR|mmkDM4j2TgyLg+%lR>vs#h%=6iT4TDFUSuS+I1s}h
z!P9c{0={4H$3~&$$x9Jwt6eFqKKvWHw}LmJA5KvZ$uJ1i*aqw_QnTu2hZ5-jBcRC(
zRu+Ta32)LV!hP;Bpk<8U&Jm4F+>Ly&A|>A2cO3G{r((MQ}h5tfa(6W+3)}pynRRSkZ!tYoAY_S%Dd31t3Wd<#7xw#>dx7
zk{>gpuo50}M8TixE#{ACxsK#*s9d=SP*`Xd7Gw)Skiin2zi{_H&i*5W!z*+8MSJj7
zW@A*^39r<*Tuu?%W=#1v_~o%M3;KUpxE(4mCDaMHM;vzgz!82)*sHaa1vW*Vkce>rkoeln))8oqGxYdha$huZ$Rm2^yo?J|
zGD$mn$uVeY#BUih)gPVw4J&&UuBcSG+)qF>W*gQMwnZUzB9#X0FbYDjo~c6QFeMjX
zktI`2YVMv$oww#yKS99@c?rd7|A{C!V?;;DR*A*HaR(Pq`xig?5guu=GClflTW9AZ
ze6y3UuH9;GNERf9_=~qE_v9s(Y!uH5@*B2jk&<@598CI9Nz{AKSjkLtdQl_){XB?*
z_S~zw6KjFE5RaJ&-sr-0R3ea1S6;==7MvzH6i8kAkV=tJT$Tv!A@hVYpu5-(QK;gb
zmjC`5b85@C!VcP<9
zLtl1FL&vP%=5zoNM7o9}C?ymWp{sl8HcZqVST_eTFeDgq5;#_&bG
z0e#RPexpLW;I5xrygPvDu#cKK-Yt3F2Cu6we>zvQcEj>~{r4}|{<(h1v80Qe-*xZK
zKRWg9EnfATXE)1km6n}1eP=MSmLXdY1Pw{=WO_^SgY0I_@?JjMsqB0@rSK)+Wo5PL
zSvBd&C><$}^niPYR4&A0aB
zWH@R7!BH)HkvA=%Hma#qKJY#=xAa$kzJg5td@$?Q`F_!Yu^1waAW=({(kfDCKDOrN?
zhEdrLz4Hh�V9Gfm0Lh9sm>;eKip}q)s#jsw?jIF#;vMzt>l!QkPMzEU_}v4gpfttla8u}x-aLhoPw`=deJ&OOm+#r
z9=~!s(Ny7lQ4T0Jm9p?q!CvbG^vO*Vnt!x37mKnRP!Z46#>4)#IlbR?4{i|hD)F3F
zuWnfX(2~;A#cx1HNQh8(3M~W?a|m;lW5kR7O946ZMXFO%+bVT^3#h+8&%a!69V3%b
zmcC%l83Q6D9b`|zeTU0Wu(!8A0Z1nbC#c&O4`QSoPxC8C8vvRkx5TCCnL8IwHVAiB}vWF%HwP{n+{NywQ)Z_2hsNZhx))WNmnR*$2Uolw-EK1z`
z=G<1LrnxE*4uRhpVEHjBv8MZHxta~qm(OKY8QEX;8kN?ekAFwX!)L|)y}!!e&+7ex
zvC&vTh=R4gV%f%dG%X1b7x)D{5F#kCKj?n1Ir+a^zTb$8bG@1I^N)~mif$0z;Qa_@0yP|NB=-eLS&R@+^v^;S1?5-fUa4fJhE!xy
zqMbF&+QBxL56OC?AIhB!W-7o@p?r-zHl?ut(yz_dPwV~cXgnz7j}Yaxcu_eR9{lt#
z?ci+1xbEQ9kLl5FPdLtK|37UT_)PMXzb^zt#Li~~R%BkJ1<|!PeMxU#BG}jYXy+dz
z(mKFb>AzLd!K}Z^^_N90>&iCFgN$cF9dKU%(2tG1o79=9*&rC)1g4VLiByMrZ(&A|
zln5^7w>kvd^IP}T);0uw@NfCE8rQ~;0%jraR{ceM$p|Ftbpu38UbW7vyK>9$3pKy9
zvI2(s)3mSP$W#at13}C)=RE>LWSl$@yUCn-F3loUhvKZt-?M0)3t@G|B$I-xN=U1rq-rZB&6yFRwcN
zip0~JLc%?Re+eVjS4eC)mtvkmh)1RbS3ydxfTXXOVpsP$TP$|
z$b1I6uAz1ia}m!A3KEbTyrL&`{AvBuqMyqd6lnve#28;%MY|dufS_Q{RKwCxTZC!W
zFa<+#ak{n&7Jfv*IXuBu6}oQOE5ve7A=M0g)95mvw&_0C=JcskjaP?CU7kq6qs=V)
z#d^$S_gN?WsJ!<>{D6X&FOv;!#l1%9a}3d=&R*ivEUmrPQ+kVcXiH@HhjG}U7z-rV
zllQKyqP*M-^k*#uPK!`{BoK&yy~+!)*J4WpL)d<2oCjQdekJ|Sx2HdD{kUnnbm=#H
zqatdrLmSvPQ2Vs~fWtP%B|)vNMbwzY>2?0+)UgPy26}GpfxR(p+@Zw-Chxc5jK%2x
zGF8}i0)rNetX@CmFEMER<1v;XXfHfo7ZC;$P^Ijl;G53C`-DZvx(4Fp>6F08$;g6;
zo_Z%($@2TDP~DHPcXV{*7HeU0?Rp`v{kUPg#;3!wRiD-C*_P$mRlR)jB;{30u@k^Z
zB2mDOhd>oTTuXS$3u{STTU0vTuDB&IukysVW$Opr?A}f@&bmX~k8>6Z?OHv(Z8dCL
zP?)XsKOxo%?T^|X?-JrEX>TRhek5b+(zfb1y+@^+e>aHMmTnjDvG3=!*z5`K2ptPo
zx37heJU|Wg_D{ZByEnC|5>(@_Fak`tEM$aBSoS_z^
z+x`BdN754HcYTHq?L=R&B_W|-Q1*?EtLqjpO*uNjHuVd3Mry}w6D1O^2(z|h0|Lw>
zCNq<^7E1-%cZv-OX(fuIl$4a9GiL^)_6#-Qlg*ietNuTS6X!RHpAWB{
zh2Pz-efu_Z2U|(7J7{xhPIy>YJJf5f=vr90*O6-7>Ejs%1y2PwyBMzc(2gS}G1<5G
zS7$5pK@)=Xoy%Zxo3lQwPiimBGS+1Y(Zj_j7<{wm&hUC7UigI7n^DJY8J
z?p5Djcl-YRJ4@kA?a$5K3a7pAg4V!+?Ig=FEx?iXJqh3*B=7Rdw?=Q%1A8Mlk(Tfn
zZf9gjMy;)+
z!?|KD6X?Qn8Md7`{dtPanL&Ms;hMp>S}?ZLm(*tvzIj7*DsGJ$vHfO9v6)Sz>0axy$PQ
zy?dK*_D+OX#u)CGY^;-oMRasNfc)uGM~?>ab|!)&9wX4;ax2T0s_706J+RH&H)hNj
zE6vW+38&qA=2-QM0JD&z%)$6z1%&nFhy-ZioGkUnXj;3Ky*ATv|yRTg{`hyC~
z(k{L2_MnU}GUikHsyVM-9l(^OgGT)N)khB>R>h8Iy|sB?4e@w$va&Yw+=VSRW7j%7
zK+5i1la#KqZG2QG(2>yUtbWZcmkE8UyiR
zB_ku_v25AY{{8!RRaUlUdjD)V!WGWaMVH&HVwRsGl<+JfdYezRw2V|U)u156hhg&Q
z_f;*J&G7pkO^F#Wa^zkHgv3tT=a|H>(Izf5G;~(IzO=N{BZ^^5e#k29BV&sB;fs)r
zc(}QZVF4!RLD(o8Zx06(=C2ZmnJ8&DW5!s}T1LVxPMkQg=g=XJE)FpsE-n^~i!SWY
zDj;qczINir5dS(WPG7gq=-suITNoRhMnQWNCC<*t{f`lp&+l}R3U28KS}fdV^w;2-
zb^pbSeMk_+GOuGqQL%algRd~G4u#pHaJ;*|zCnxe$MZj3sFTk=ChYS7u&>Fi9DO|I
zSV&07slb+IyXn(MTUs&+kwEmYrQSPr`SLztCbDAra+lhE>ebVNoX6tXu$xdtQVb4L
z`?63ud^08Tv^8tii2J~KgAB5!;&59^zStEN)djz7TMqxB31XcjKlHNKt2-Z_=j3c<
z4X=ZhadI9jCbw8>D6;S`ChX#RN4_^!+?(il#*(jOI
zB?l#T#i(xE@9nhGRM={1lW2G9>{)-Up9z~bwLys!2GsKY`?oiqMQKJj2;`>+1|qC5
zc$8F+|32>aitO&#?sRkg?Sg`CSdTiSxJXT&JUImmuTyqfg|A=V$;ujk(%ipscY3-x
z=0DS&oFX8fZs+C6)7Q7fp{a0P(>4D))0Qk*a`pQ4_rN2`zq-k`Yf3;hc=Y;p<%|oN
z!(v0%4oFt9{%zvB?t4SSrr21u4wv}Ar_P1r5A-9|JeB6Y{!W`{S~
z;AquRHQSXN!B_iwix;|a@7`{ZprPBg$vVuLb0;UKy?k#o%XRCnO$}V?<(1*1iVyy(
zfFHHBW2~&&VPriF2PbY?{Har)5{kA4Wz>;f8*&5l;#u2aGq9_+M|%mmQy1q|RpV9d
z_yL)Oos#nM%^3f=G8fE~l$OvJw;_}7H(ssv_3PK8$;tBUJAAnP(*Uq4WiQBFCZxYsBI*qM+`_p_@1ZzHPo3K7(W6H$
z3l|Oum6vV$Ry}Bz(+H)XJ1qtb7{F827(BQ`MwwPHdaS!ZrB5y_oCa3ey32s6mXsP8
z>})2)wU#*c#TlK{L{2?TdN9=v?nU3OC|5~lH=lnWO&VpbOs&_DX2
zqN?f+zPCGqb{2JaBkCgUtLc8TU+}D8myFJh6XNa997)_^av)M7!7Wgiduljp6g$~^
z0U!<)-eJAQ6?5v)?1(Rb{AU}?jI6=3w-!V#U3{1hoBAn9mJ@{x4Gl{;hmFux;;+FR
zSQf*XfrAE(=D0)K^@)CXVE7%Ko$GjfyAB-KN=4Q~Ma7-yU>MkJLXROWIhB|=nktZj
zC3V4LWl7N1t?duT#Q2bG)4!U^woB8(;&vDw-SrH@Z=WTgDEqO_daS@^n^l8Udctx^lhHc}g*ET`GI{llD@)29cs2>R`f
zweon-g@uRT<2RMQe;+~&Y^|Vm_Rq^fT3UC+p}M@(k*2n8T7^}a!D40O*u#ept4HPR
zjE(J-VB20|=-;S|eSQddUgsl$%|_^(BI$Zu(5#8~1qLlG;e-cWxS)roQpzNEboU-T
z+F@3t?>vXA`05pdq;FmF?&+){i^bV#y=oO(WnkXIJZyWi#?FTyt7~h2&8V_0Ne{Qu
zeELd3ItcIfllp2(L+6H}qAx|5FHwtJNE=l6>Q(AtQ`PJ^>L{#aGf^1{Z#*7##~!*8
zyivDso*zAa{OS*P{t4xdX8->2$B#=(N~)^lO-)VNCHkd)w8k!rY18B}KF4|L>kpEb
zD`o?{;?@Bzf7Xsz@?wYSp`eT-qvLE!xRE09l~h!00lbmQn4~gpoW`z*l^J#F8aWSljBQ|xrcJB@$wfIvg
ziu1#paCLKQmFgfCo0PFFlf_sv)s16&^ym==-jQk+(PLOEN(5YA+pvZ`nEbg<)vRB?
zHbLKyy`#zCkVWm?)=j~;*Yts1#bY7+Yys$bPw5|;oU9{B>UgSPaj#@ciFGLuMJw{E>BI=U~N8a>9R=ZRe;F6a!Z
z>*_KA6o#=c92v1POTj72x5UJ}JF@O(s}_wt*8OPXw?GeM=H_;ysdSU+RgyZZpiW7N
zh_9}}az`mTrm>(Z${$kE<;vpkj$^y-re+LxboKPc;)x&$TBpW}a~ZeP9+1HuBpF-~
zYTkiEhP0{n9k!G|M8fPpmY+?x%o@p7ld6}wxJVLgw^E#CW@X9X!cF$Mi?k&l+hhd8
z-DzF!Qd!!}nX?VW@mOc)mV}}+K@!Q_^nhM~taJhW39hXVOqN-=aN&+#qm=OGHjcf)
zju7Lbu%I=E*_+raZ!PXhk|5HkBq>%aD(4A*x5@hYc917u=kg~>7?hNHt@mBIVn7fg
z{z(OeFD2iR4fqPPCuHmC>RNbsX!489{D)H;-P$&*Uv+N{Gcz>|s>~$cejS77mRu~Z
z`IUA$_N|Hb;K8B+rckJ6K=3w?AzdhDs&cMWR8~fuKRPLTm4E_Z9OFj#v~@Tf3rM`w82u6%_HWlvp^vZ7TtAw3#_m
zlu50g1oYO{))rx(wc@?#&$Fo#b+JZ6vr^Ho=u}3Fa?bW?iVBUtOK$4KYVxVY>mk_X
z_4m^VanR195vQWsAG`#o5|IwX{-GVJMx8rvl_nhCrCzCKlqI9MxOYTE1PeMO)rB#R
zaW)zBleh(qriSogdxj*4xGiy^_U$ohjkYA|ea-Rd;bn$o>9|v;+7V93mkYPA#zW6@
zgz{x|1AYB0;0XaSh+Ip8-9oj9lsyC#{k%RBFQ9LHzTV_#F?93ABi{mS}weEnV_j7W@C(4I->8`wVUB5HbJ%#Ck=47wZ&!1&e
z9Ui4!4ay$AZ2tTOqTl4=t|44eNx?#G5CcBUtUOC`nROmawR8
zE1r8I8Z#xGMK@C;UhRt)N)i#MVd@lE96y$kuzcEQw5Brp`uc&t{>V1@QFJ+6_Ub7k
zueO6hL+l+x2ECE2D(@OTJ~M4%SUc71Qh1XdCce7Dm{PM}zfxWYx1JKu$kD|-lC?7;
zZgG(Wd;$^3yWYQpXIWDdOs&-+VR3$Z8@5jDAR|h*Z96u}eyp}qCa>n+y?b2D){-7Q
zdy3MPHZmiA+;$s#dvW4bjaEqWVKXVuC=H}M=VQ3J(vU-W+;$MnsV+S?d~s>=x>v1Q
z3>y_{udCVVWKtTX091-(@T00Yn|n$h7A#52&hT9Cvqh47UXLo?_MsS-LQ&GXZ{K4w;S+fd1G~x+#)R=SuZdRT
z(eiuFI?)gFsYX%!De*P8(Ckn;?vK{2`qs&F^+XcZ+O=yX7R#6GO1{a&TWQ|m2=Cgv
z_b+rs1S86}l_U*YM+tv*^%teEcDR$W-BgXzyyg6lA=Qf&Iy$sU9zwkci%@ueeg`Va
z*5D%yW3&fg98IqzS}p}es^3RuzLY=%b#x}!*eG~;d9fZmk~ADomC!?PLB}OG_}u&T
z7ItFum=AkR42_M4U-2q>7}BDP0d*!xoOszNDM)Jo?npQ>MuA0YoRD;U?oM
zLF3g{)T4l1<;|w}ivjA(5iiQi%LOhaphP+VceG{nF*L&*^TV8|MQ8nmRxSO*#7(wM>@jLl=k1lMB9@L>j
z2bkOQ3gHlEqbamNo_gqe^*D5aSX|iD(NoSLH#c|kty|5%mXMA6n42G2s!=1rI+0I{
z+e-y6Tb^wGIzRp
z^Jbr2Rt{=fG*_TpCyo>}JXpJGl_f`rGP;yjlcl#`-`(g=vi5rXy}EQPZ@4WchF(sq
zR;&o2Rpu4!jEdR_!e0iu>iP6|`}p{H7cZ}l7GDlrTJvpAujGZnfifZgIF(%LtD_^&
zci3;TZaBY3yhiE?J~JK_9q{G7hj><(MG2PU#`Q5Xi=FrI#zkX8L&=l%AzhV}&U*y<
z$I44Sy}hPKZ#KiBF|rieV)d`S(GREF+h@6@nVOg=sHsKZ7theAtT>C5;!%Kn2K52HiDddQJjQ{XeALg$(+^$_yG849UsjX-cd`dE;
z7+7w{1*CpyEonlQyMM%@&NL9ItH0P|ry~J}yA6u!(^%~)c|9%}2v+hf{zXQ{(b3y`
zI1R-)_9(e}j6i9r)X(p9ZT92I?BE=yyc50c#^6kM^<648}{K{R~)8`A;|S){1FfqrNgDf_E$D8=-T<$|
z&FD>_Lt344PLH6<5Iqn%fSxFuxeqDH<;#~-&YurSOdLeo5{HoDW~6TfzTZ88x@TWq
z$^~a7Oz83Bnv&~r!KBQMH*cDTh4qUzTl2LCxiN*?FTe+Z69Qi;Dk)`EmVWxwZkJUk
zX|XST2RUIZ$N|_DQM_+|`LwpP-u}0XzD=6s%E?r&!(mVq_J;4;rPXF`g&vZw}?c{nl
zqSN0-Ma^^@16I0K(GY}mTEh^)w2WF*@83zwpSLPWxil6W_M
zH0*>Uf%p=%@va^op#a{ahejWpcErr#yhnTXDo5}r`WhH?hk4vcY?-Rnp2sYDbP=Cc
zR&-*a(*BK7^64^NR$UD2k$mcU9PJ~sL_5f30v_i~5!xtYw|zn?`xhl$zWgYBg!Pmu
z{kZ&}i_^_-d`FR_*?H?H@}lMOA?w~!#5{yZp(
z4$5%eH2#=t%PG6l(aKl+6H6)DAo|+&R94=-YnLMHhhhb?NZ34Xe84IjG~Dl8%>`%vzy{yz|=6p
z-F=jfPNbkD$N})7-=CK0^zFM5Dubx?)N{mfn}GtAWj`pb)sC<*u%JQ4#s~LmCI5a)
zW*CNDcNCmSs>5W~M#!*^VswQOlBFpWVtnyr+XjLGh8uToO5U?Xt3@pg}bao7L>J3MPer`TTh?0)V3gug=*%j0&5ly0bWt
zTDC8Sv^^9}ol-bsPw~RG8X7IWFAt_Lb>m&PVKIh2?-PDK96W#$_&M7owFV99qY)2}
z$uZ~~QFaQcg5Y9STszF?nm}*zb-mNA!Gj0SZi&6eh%NncfY61+_;qOd{WHBO>F1K|
zgcU0PV+?=nUp7U5adVL#RtDI39ya$KagNpIuruE-va~
zhiwrLb!)8=J
zVsgIc{-Vn(K3a<(gZ1%u)mANPp$cPyUv^4$=m=6HdF?;LKV(h#_>JHlcjy41z$XyY
zG&D4*KSL;$018Xdr7ZXH$@gjbN&u&FoIS|C=<#aGCUp&8U*D8sVw%IbNUUC5m`}aR
z!A7x^xx2Ywb<|Q?VnNN*Asi)5Y8wPYmu{Yu6cD#$6;Ly4Aa_MaZvlD}WCPej52F>D
z0&ahiTc@k58#KB9SR#v*=e(!uXtqV>AEW8}aw*^@oyW1$rv>&Y$n}MXw8`efdMrPv;x$E%Z
z9sJ15$B*UEBZ~v=@NsgNE?vOA`E#^PQo!3^{UW!;l)LK6)
zSbQp|yc(JXiEyzf{rYtW)(7pjbn117Mze;pR1|f~Au78WN-e!DMY9%D5oM*>h-6K%
zOP3kmyE^T)zSsOFGqW{cOk19$6mZi>ZJdT8TFb30J<`1PH}Ez?C9m|Hvgu^hUZg_Fy`}8=9~hr@z^Z13iOD0U0b&7d1JT#YC@I;@!j3
zbE=F~@aEd{);9CptD-7uXAU=t7`tdu;?x99r^LeRs|Ulehan4eL);)bU~2tP;=7R9
zaR23|9?z{vd2s)}%Qpm60*Qi=@JfC3BPuU0W7eAUmoD+&+pq$7RqfWacFj(>l5ak6
zpr_*q1w{~szr-XYD0nhVQ5Tn`OaDAtNTU^LsgXGACmo@@U{CmoCaYsIisf6bI8)1F
z3KPsi5Xm$h+1SuBLz>R-YXfW3Uca70%xuf+X@u6Vfw+iINl^fL5SR(`>c4FNtXi{1
zMzNG$&UnS(s2m$RySudmYO@=MJ*>F>e&u8m!MAI94ceq^!PxH0+frs&U-?c20nvnI
z%ZBnkw}_W1J8gAow*S0i1ySeSJUzqU6{Op=X_)p|u42x32I-#$`TKdtCiH2(waF{bT#}%@yheuM9*`DQt52{^v(^
zbr2XS$w(5^a}&2fkO<F1_#I{rch{K27$j@d1x613r>p9|f`OEeL_bo*bVl=kp88ySHe4ehb8~X+f<=qAGBlGGD(|rfCheO$;U6AR9samE}=C
zzq}W11gyIHs8K3G-yO?<&lx*YA2g^vBVdIW7Dh%qGX2@H=}+ugn+NF|*&2Rv*}H>F
zH_OVL{kO|=m;R3MC*Yr;><%j>DHkt>I%qGL?_3=4dnsaW1LF}{CN!t`88Nl6eot;-o7GA=s&zXHzt}IwQ5~Qh`;ekGyn$pB
zAs31E8npk|)vG-asoY`WWFw6rTO`yG%t^#e1=iOf8VL-rpg)V>!jPG|adsaKd;@t(
z9@AS_{#(RiTHNSb{f?bFv5Rd`oqp+?#oQ!njaM>?N0ZL=?9yc;^+PFWXW@;tI)eG*
zLb*aY8Gn0mWx909rkU|S-J$1iV{h>#X~B@{yrZDb+%)&Bmg{Qc*#h<`vogo%8P7IpekIYOPAJLEkgv34q`QK?p#$m>J&gmnQk{r@>sNB
z!A`S??)DZI5>nvoK3V~}IY=yL&+fTn#}0>G2ZMqn;EkydzR3kg-=q&y=azA?)iu8F
zNUMC1XO!m`+x>Ae%`Cj9xxCu#h|iR~RHzj)Vv&59Lw5UmIjlLAQ4(7c5Z0uxBGV|{HG%Qb8C
ztq%3=6y$QPyYHo?vfsZ+Bx<=6El1lmb+fhszZJwS8CTGstd3m1cI^b%GRhWRb{8|`
z>xP3YI@f>R~wXv(5|0%Z(#y!j{((aczmzY0tJ~(}nMTt)Q
z_3HpFhPhE%^?43miM7){oidk|3JB=
z7)D&63j3;OSd`4{(!2LGMw(Bs6LD{t+JFO(A3i(=HuTvpUt3Enp2_BX=Fe8YzPjd{
zG8hLa=>UWZYzvcR@7O_BEm#oZ>fuFgsO0JXFD!w(9K$!=6BU(NNh58|ptM{213zye
z8?>R2_ylZWS>L4j!vFjuv{t+34n4`V)93m?>Ks}%fTt(eC$RQ6l%`{#me#hIllh($
z^cybn!eV4cG^Jjj*}6^hq3W4+VHdk)l8sHDK6~c(IgRfNa)8=t3II$zx_r@(bEESK
zTeIC3Ys5p+@Ee42WE}ERk&mRNm<9
zF}`FXMa@_U{*#hakHw^&O!nx0H-
zB8(~aes_HwGGZ}(@`I3B#;LO{*@eAy4tx{tyK$>kTK?GwpKw*EmZ%G^t#2
z?Vsz$!ke80G2MC2>E`LW-*q0P^UqYvHmyD7=<^-11Ams#9^R{ByB&6~A8rd4h2O$3Fgnd`CfPjLr>7AwDa4??{xC`++C*ki$h@%XP6%kV
z{)`p((p$UcD*Eni_hwP6+Z@8Ru%#CvxprPzJ7i}udm&`{WR7rO}*o|K6jbpyPbDAOqa)=
zv`utbwk)FCV0#xtB2=(r?CiQqzAbA3abNYi#|Tdan(^Ouw$rH=%^^NPUy0=EIMxQC
z!gOUNwXy5=RxMt!duMDeGrT<33snfBT8bPY=>Yf<3YnpEuV(E2&brQ?s1!CLHNa>t
zShO%am29;B4r)93ovkEHMYM-_fX*1Lt>g|QpgVl{9ZX8`8PnHCoi~;NpsDxK(r!#n
zPL41r*eDX5#wZT4ti_koC9n^K
zCaEX6ef(9@qK71>^9O><4DIi3%p13G!2+3Ub0dIn%tuZz?ZAJ;txKH^uoY_~%3=?s
z+gWv}DK0Noo%8VFT)uIAL&NMhi!UjQS%j<0`aBXy5S-5%RtPu3UA$)_r
z+S{u76MO{3q-afKEL7q}U0~whr~p-KoOKGiPY@sg$bOY8>#Vy~Ez7OwQF`Rn^XEcI
zHijPU;rt)kK%+B^#*wuICx=d=EeH72sZ-!Y8<7T5kP6L*YfX)O=x4hwr&VI>&gzEH
z#EXJdS66{+3BJ)gHVV#%$|KaC+D97-?-c{RkDhGjEs8H362HI<)57g4{p12XAG)0
zq3wa#o3?3u`=(K1pa+^JA6YC?4FM^L#sFokp!qSIcEvtKq)9-AC&wnpGt8zY5mE(;
z3$!AUmtInQv8GVer6?R+i#@;vVrVhfsNxXA%@*g>IVL9Wnpk}4PW`|jiJbhsW?#x+|JHES@dL%*+pUD
z>~PUjkpfb52b4h~qP3iSGRH{<1p?xk&BXW5CKo36&xBjw#%a34lVWe8+shXtjaxT7
zoQWh2wd-=E7HBjzkO+cy@a}|+d(M?*Ni%dUElTp#d!$G^IX2#_0(&`fC{%~`R%o&a
z!GiRD={R#T1xoE&t_YmbAa6=!YmWVa8
zIMK7y5&1&t9z5B(Nan91NblZ1>ty1u?`=o$;;f!opQkrs#PeZuo<}!bt_(TseAGG3
zR}m1Yot&HyY?prd(gA%RhcpAG-eFJE*wQmCHPx}RAag=#1ekYs@$iriAKx0jkQP7)
zv~Tm*>as=>Z5NbtJktaMd0U+o$l0fz+>XSUBQ7*KwBw&%B&mod0L(^OMn-7baqB;O
zzO#8QvqeuJ8%}&xL4}H}I=!WN6d>n*sqHAqe*cElY6qsx@$-6ep>3Nst~@dAwsYqp
z&3m}Ejc2++Q|_91pKpzlpnSf~O%-~{5#B|rP`n}y5o&=Z+Cw|QmYM?~r3>jGcqdDq
zyWzK*0pGA4^hJZW{9?K`D3t3&;PO2F+J^Q830H;7*;%a5!;OBp7X3@iqEx8Qz
z-vQecLT&mR%6|(>0z93~!c9KBI9;FjmZ~Pc3W6gL-7`PpJruv8-*;`ZKlL*T3k#VK
z8-t`oC`HCe2W9{C{an8EgPeVu_Vc~%k-D(%kiG{5r9+Wgt7$c7O%}iiH8Lfy8_?uy
zIBL{|F}5fQgoX|Tg;GWg3<#c^{}rMA;gxoh%F0S1XoHF8biBISNme!lP4U!Nldbfw
znPBk1$M^5wmq=o~{W$aV*bmE(aRDR}J-eFWpUTSq((Q+IUT5^xK$nbtX=lWLt}C@7
z#~;g2^naz$TK7or;l{?wK*OO7PJqq}6&Wur6U>#|izs>WK1Q;%Ltbc9zkXj{E&~88
zgq-*)(O{f4_-6%WgV6k=Tuyy*XTaL_jN0@IywZ6Dk5BS?-c_J}lWu0S=FZ*0j&UhE
zK<#zcK{23)m$x);IAJI?XVb)E`MP7fB_FL$2;*-*V!I}`jba?*1bL<9LVYFQDpdF*0B%WQ=6`K>ex|QQNYnX1f>-oqqEmqR2FGw9p&Uo
z33muUKa`h$wu@i2a^*(b#JkkLObWa`x)6LX0}%Vjy0pqMH{*&nQ3W?r_^K2C5YHm)
z9qrUSmUCb~dj+-$?b^4OI+}Dj4W0$7{q~}y6g50q$Aw!V&K6prEsR%=*6chibC9CY
zp_1x(#}>4%Nc9eNpbw3+8Mu?mYZkQ61I#J)zY7;=EOm2**q16@gM6wBIu(iTl+cwQ>
zo8J8#N1iM6rl$~fD!|HA6;#$}lsAFJQ)(PNd2$O)sR#%lABeHFDuz*#k-VKDswuRytv`ibI{f}dpMD5;<
ziZ5H=S-CU6u#WnE7y+Yee)`8f-ykAh`1Kx_;vZn%}+*KW;K6
z|K9f)4zE`FuPKJj9BUC4gqj|@CKDhR5occQ0wIMNq6_1~2uaKHRvFB{_Dl_~*kV-h
z;zc~jDo1L}r!yJOovPMx08dBx&OtEvFY?J3MFg6nVf3?USm_GoFTkXb0Pc(4(mRuQ
zmd(smici^i79J~6|9mRCIf_XIn;A1Ug1gHBPJV4BC5r^cJa%h~8$TtUnJQn(*DvvO
z_!4p%hnz1>K8lMp4>`TLo?h2C7Cv*B-v@dbK-IBU3E+{A{BXBptR8~%|9|{9X
zH?eXAggYL%+lDtGW_oGK2QtYC1SlpPzrLn?+f9Q{$@%>a{UTbBIk*hW_;CYi*8P`e7*a@)TvWPkZJAL9MCyA*T%+zSoEQ!!~!)2)&HQOLnFYE
zKOy6W^Z#{cq5YYH<91qGtsJ)zKMo+-w-8DjAvxe7+-Err3JoNLPpQ>f?jGvam`r-G
zLO0R1YuEbc!vdP@XU?1s`Z&_N=y0zk%t~S0F#F`>AN&zMt}y`r?{FQJ%76a(JN?fs
z>a4hHOdK=9D8+;r9O>1CCH7|>Mi&(oX-4G`)ORt0(#y=>;iPxoVEJ>f^JlBcK(-*w
z8`xqckQM=ZgL0w5V5<6eQ?#af^?<9)j0zZueS2Y6gQqoJg()5-rk81Xw}zccOFInj
zHkzm_W^E~#`f4OKRS(~@f4>!pT9b6e1LO;TLd_y3OM$@R!M8_V^;Qlqzc!qop!Gl3
zy+lRRQ|xlkKGE3dtDylFuEDf9oTugSUYW9+LTDPq26i!wZ5dgS1Oj!K=Sg>Qi$FM^rw0bYI0}6eSB1H?_>=XwDiC6>&VBgs;j;rPVQ}teWCQ`Zc~VTX
zTZfvX3t9ydM6mhj4L`>*bu~L+7nN@bkynVp5h)0~_V4JO@*ZbtU)9ai4bt0H8y=6$
z)7ia$e>;mq(b-R*cBVqp{;+dxmn-BXjKVjQpnGu_fF&mojSuQC-6qvqCM9M~^R0$!
zaoa65cu%5u9yd;?^|>O2SG;>uNeTff6WGwx>Zp0TxhW|4s!U@p{#7Pv)|e-oeO?%_GvokGkJRc
zh{IX_qnAGKYHgX)b(_MQJ)?tj?^w%*D=pZyY4%d-C5pDArGtBvYJ|PE+>^M|MP`|7
ztAE;9A5b{1F>rlqPR~OvpH(OHN;(@D(R}O3JpBi=4{y1aw;}dRK+(j5bDf#aTVMNO
zt5JvCsvlnnqVS5g3m2YzyX;CV$+1jVu`Fp#O1sU&-aIa=`Gg1<>A)eym0ClF%)}Ch
z72bDj9GjdOi5SEdY?MDQs;g7Z+Ml_TnTf~Uapo{ksLVY7=3DJge>QGUpEoata9&?i
zHbJldd@|jXG^AQ^P9$I
z-CNNo0%QGDTQ8#(mNdP4
z9)8@NU6v0HJCiSs2}{!4YqsD)J4YCeqCUtok$7CsXdC8i`p4V2Xq9_hk10;u@5K`Y
zI2oR+R@oJ&2fl<`eH?YDbwxj8)lRdM?CU;UaB1~&T*-EMmtptW80z71T+KY-EaLq^
zTOKotItFZUI{#905&Yfy>XKki>xYK*$a#j2n=oOCo7)UUUwwv`@ch-QL;&CeKdK4~_m7`2;o~afeiLDw^T|`s3k!L*1CyN7ot{3Q
zXT!k%gPa^O*F^m=zj6pU=%j0Z|FNDn?Z~j+n%dfrcC?;q;CO6XgIRiuJzMemSe!Q}B
z8PZ#u@bK`JN~84;EzQ+9b^Q2UFQ+!SIm2b+EIQt~XG?dM7!lEFZ*=sTq@*eEdt7>D
zRn-yhQ?o4A-gtM8?ktIohh|4~KK=3T_%X)plRh%zhLDy$oWgrqS&Nr1x7p46-`FW=
znYZ^#s?(Vc4xZ<(xg2S&bi*b8HC4_RN~}QDq?l&gnuU7fq?*i}p0&;}8RjhA=tlzt
z2suO!)pA+Qz)_>#yiN2>anSzN^z#CccLGVx=-BxYrzJVdt_&VFY&xBTG2-8|Q{F-V
z@;6TdVJy#c80)Yt>_w~XD&nFI*rr}m#WUoH#n$ST)tg6VALA^DxvgKn8qR>(pJ*}<
zI)K*(dI=AGzlDy2gLkcVN$fkPgSOL%6iJD^jkHu?WUAw^>Wh=hg5P{wBOWp`_m_YK
z3&TrW?MJA5j&^ZK{d`HEe!6oUot%ayzZ`t%v3}V{H$T4{#KMd4R)g~AtQpX%!HhsEbcFI>+g^#J-69^?-+vUIa^nB~r~mjD
b{_dSN<4N=6!ieAEmnM#zYI$yqOUQo%e6sPW

diff --git a/images/pairwise_logscale.png b/images/pairwise_logscale.png
index e97121568a5c6b21993862c23c43bcaa1e152f2b..68eb65e2d5df20a5c2a05b69d9d6d08915418cef 100644
GIT binary patch
literal 82174
zcmeFZ2UJzrx+Q$fidiushyfK5P(gAsD@e{D$pA=3$r-E63MdK)h$uM+0m(s8QIMQL
zKqZ4jIpolD9je~F)qU@M_x0=UG5#_BGph6m`|Pv#THpGyFI3cdM952V^SMK89E6mTSSx_izFOvTkM2LkO
zP$)Yo;-`))+CKl;WT&B2Jv%ovCh+C%-5~ED!fSo$N;Vq!p7ixS`Tb@^aaNPFbSit%
zg5{+OM4JN8_7hpglv;}F$R*zu`R
zeD;`ryv2@v12yW6SGL~Xg$uzePu!PDbN(&GoO`kA{9ALw|Nq_p?J>x^_(dbc+u4d$y4L$Euga2bp5)%`-{EP43y=$(cTVjysx&Z$YbQ~XS$+>-T
ztNr-*JDV68pL=*Mpt%0_O~b`v5rs0w^yG8fBL~4BIqBk(l2!VFPGKrqcBh-0o2?51
zB9-;8hqqqh@;z$$mEWW}OD$SCwlF-3LOFKa+{$tRh4O7S#jGWVagqOTZ*<-+)XZ_5
zh-=~FyZrIto3+G9LJ2&kfO^$R22RcuRUr05zvOIwJ
z-$EiTPx|`x*BF+iYZxP(rbfHF!vmG?ZP?q^+8SIFd%C
zdVAsL{QQ#`E#=xcP3p{8OQ&t%^U*xIwQGIqjcY!-ZKrL6%quPrXFEFa=Y38qr6YG=oi;Q`VnzQU`-h3U+^AmH)QBS`5NBy?1@25KS3YmZ%sK0^qq^u&ZVa1J)Thcyg}vv!6>$M6xMqz4p8dZ%il1PH
z`qMj2d$SfTTNB|jH%qsC`J+2`?krrmke-1ds>OMVqhPkcgE_T7slBf+_V()ShHrmc
zlA2wrtfvHs3eb?J%%ujJ0
zY>E*t-~PU=cYLT-U^MmNOn9KP{e>|Efz8_U%NJ0N#d&&qRt242DKb5nKiMfZ7kRnB
z-C*d)hn}j)CpqIkR#JPaiyFp!w4KYl%7YPyF`Swi5w=4=1TDKBDaWdZn&nKKiB^eM
zzO#nuXaD0y(K8BRlI4@sUTT$sOn3QNW+ioXzx(tDg2JTyd+snhm)%;q1+%lT7NwD@iI)Vee?Hr=
zVMDTUJ(s_JQ@Ta?4wva`p&=m=xZd$%wUteD`kYo{5RVns0XJ2@-U#8~U+uviI&bl$|-Lhp1k6E+E
zf&~jC&YxGXv`oIehA9fy$f26BQ-tj$Y=mi<
zoShm_%5k*ww=k@Z3f-_*;%ffw)pi-nC=_!FQpC5V;^N}BKVRXJ-1p?j^|o{Vmm5>f
z_`ZJq`tZkx2isj{C&E)iI5>*=9Y$lCQrvfl7(V5=P!pk<`KIZ}lh0R@O&V*$OunXF
zBWG}QbbQ#9Y10_MZT(X<{|eVOqnen+H`%k3y|<&IqldbJJs8@Hd{W=&>*{XXEAjMj
zlv1>wh1<7pI{C)Djme1acdXhuS=T0pbu%4a2v~fa98ihVI1;5CYiMg{x6Pl|(%_)wIdl;z22=!RzK^?5Bo}}u
zoOp8`h0<17S}KD;O)*$WNB6oUWC9Ty)0dNz!zLGWvxx`Uq6(?DuQ62y8K?MH_OjIs
zAqd^ZlnZ*}8o3%Af`aO93_KOwrNY6%XFYoIZY=T)!IT`_yZ3|XsFF0U5i@&TL%nNY
zz-(rW$Ecm(thdZpRNfsx#7aYzI^%8*s#pFw$E8@YcGOMO?SYJ7vNN3C$v_<>uO!8h#BFNUS_&m?O7+BYfU8Ygw?^zf
zeZMYc*|KFuv(pm|*$$~v6s+jYZS;@-;U*BOxQB@?@XX^=bACZ;T@mRs1qzqf~0j?PIGMj>?YpH&tg?8SxlYyf;)L;~%a>CSgqf`*H7P55BM9SB
zIS`bOhLP#)qP9>dUo}Z--Km0Fam>AMt?2m6ke`E}eniLT$b0M%X+!lH?Q4uivS5=B
zxr^d^>C&a-YprK=uUu)vWIBBPR9q~D45o-YRPtOP7;jk*9z5?MIvGI{43};pE28jF
z&UjEza4>S}FM1uR06`_CD8=%x=@vZKew>ne&My}i7uWMOJt<7mHwbA!qHv8mi$Qlq
zXu4L>6|Q#vqW$5{o~A}mt`|LP;m`l{uHuECpJAm~YAILh=vQ{FEY*SRu@_`byKU!_
z_H66!jwGcFRRhZ32ABN$}lM&ojeLDp!i}5aq;qGgUaEN
zrbI_xB-)Y`8PmYx6r&UvcllI(Wq5UoTETPk4Cv8?%-;KOUoo
zkvU`l49dsGjIrY1Zk}a!QrymKEQ=9&V_d&mMnf{~6uCiAoAbSsI-
zjkD-1X`f&$n&Ak1>&9-@kTmj(O7(g=rSE&e!Bkj8ga-(Y3
z{tPhiB;;p%xcq1%16Hs@rI9mYrDmH6AE%m|hes_L2Sosd4_CN+pL%=iHGLC{XAe9c
zDIaRuD~u9hldxCliZn6e=LT}TeLKh0yCHuoYS3|
zW1cBm;w;=4U3!56GjsTo_;~uFP@{Vz}=Fj>HaT)^D{-z7KABE~D
zrA=G5gg<>sFYe+-#@nK(cY3tZ%rm6FDYKC&GvHg2-LDR=Rjp=Dyxx27BMQ^|EP!X;
z?xD@Hgp^b@Adg7{nb}gYISprL=boBa|CDS%Nm4~)xm`nkhF<&r{d+^Ejad$7v0+`p
ztNWV{hIt)SF)V!{!n?~$H~riDdmBxhUAR%k30~2h!Y?iRzY6$D?(5wlgV9mKWm3Q2
zVeVikd0$Y_JKSEBniZd!ndx`bAPCT}IHRp!Sse)gvBk#8DGi*QDu77hLSl{7EB3>>
z@}ll26&ZUjub@D!xnNd5A_F-8+me;TmfGTi799_rC%gA&j;`Fo+4b($%Ig*uNlWh$
zyg{W_Ba^1s{nE>{h+EsozCEpFYas&j{6Nl>>5E>6iFTj%j*hVJ`FAdi?aq9mtE?pr
z=%o1S#1f?#)gz^2zy}2XT|19EV-U7Yz>4{;{V$K?dfV+h^3o
zYsUj-MdcdmHz+
zwYOUp>Dyr`kmx}Q>$igz|f9PPJJgL@u{B7ft<<^
z@h3n%yabQ|uh&+Do~ORwD0B70{Y?TnPD5v~1eJ7jUiMT+huc$oXkhGDsTdWZ)Z6y?
z34@?zgjKMui;IiX(1$Gqj*^8S9UvHqk}^pS#4z>%LJQgszGR66PaxC=Y#qJ*FT4)tVKnO6BEJt=|!=~k{(0H&-?ynL2aEg+|IOe>jsk-@x0lkGm*#w9>@
zfmq1;8$Th#b-r80{d9Rk1K&a6#+n^uurL%H9kU3-0et=p^kdQSC9yFf8{;8?7$@a8
zIr(U@KOgx;d7Ne@Jw1I0*nxVBq0PZXOIJO5@ZbT@)-MnCN%^tv+I2kJVN4n4Yj&A)
za+;eN>!}R)Ktxv&BsWWlH0o}3u8T`webQOrNAe9=Al2bA%;GM6URK;#xXPza-IVZV
zk3^y)b?cyVj4Vkqn>K}lDKv}>plXq1A?h@F6%@~pOZUF_A#F}T^z5OJ+iRQwSIRqz
z{Ygx)Vkt8_kH2zf6bJ&B>=aydFm*s2STgx?!5V6JH{vX`1J1GJ5vFOMtMghKlWvfE*%#`cAT8-jW-z;T|lAVf!rP?A9{c3s;w_&#Ad3>
z+v)8w{gnt6%OCGo^sWlaY%k_(sY1j?qx3{#iP%t^OY#n{s*aF52^Lw7{K%xa2DyC+
zcY=B28b4dRWjIc}#`Wbd%q&Q}T=27jWErVIQO()e*>uhn
z_Mf=%IFiIS?vpepr2X5z;$5IX(YjM%ubLQcrry_fLU)|XuPaureerK>3
zQsgi?H9+KE;e4CG#_?)fCV%(Dr=})NgtPaRsr!T5$+|@1BOEZL81e_|Sk{l$R;!UN
zIisluhjJpokgo!J+*F~R;9K0K72lnV5xh}y!M8!$j2k%Oo24Zs6`|5tc9rdN8veW=
zR8<}yiJi%r8NHCHd)w2pDsM#>laqbRu>oD%yMKQ)I1jH_YS7@$
zybKSL{|Rh2N=;U4R#r^BbQ(2~qqJ5t)ieNtgumEn=7iW(;@A&Nt#wDjnd_S*S@6@RPq|Lc7vJ(T+i2u4S}IyuCA^^8O~R(gn;Fqwp~I#&$@2cu3cEf)grlfwwStY
zQ@vI7#g`jJ+fZ|Nnqf5?lc=Mr=g}*l)=f-KMu7qK)F*|XabpNo2$zmTVI>;Z8fMX$
zbc;^G*N)=5$0x-ep5*=b{m{eHfBkdU_SV5IA9w%xr>nya(Bk~^(>v#s;xyEt@_4cU
z{fK*B+zPPQ9Kfg6G^6_XkwwvuaDqYwv9)X0O8FhdMN6@LyH5_FP-b^5WT$_YW&FeWTi${I
zF_&3Rm8BFu6$~|2byK-64*9mZ?)}W{+YKk$GP9(cgw4OXLIu0F<=`UMtSMCG6^S^e
ze?9vy_UUIgmfT7Fl0{@5!`isMZ-$hejm_B()v0FMdUr^~O5dccT%(d{ZL$H`1+Pa3
zlY(iphWDnox2duowyS^7M1JF%`#|dJ0P|w}2xW$SHEprbZ!NmHqG(?~YZi^LlH=rg!JmRsrg9X3}o7cXBKV8bmcCL^|*j>)oMmv_Bm@8?HQkdYvZ
znVJf=v0%+YG^AU-x*8?iqEDa8xBrq7ANa8Fty{MY`oE^*S1CfKT)r{6u!B$gjm9i@kc->eT(&s0>BJN9cD3r;sE8i
zM*CN1sn64F#R_BIgHWOR?Sa^20VFrATelMdykzlW)}u!i33t+L85}gnIUt|O6?tP#VyCC4$?!qY?CMKxfwrvo;sumI
ztbo&B@)q_VLG7#AALtka8X9FY(A1Av?I?N#a>Z(9Dnn=i#EVFogNi_KIHXs^sH%wlNEwby)-T<0`qZhbBVFaZJWa*}
z;k_OZER=yg{di6MP{Lk9d2X;Ld6O?&@5G7Ub~yYzqM2rXoUkZV+hm&oEkbP%s>D^H
zAXG)j?a7=f_2W4YDM}tC4YPBB06)SpH*DOP;xJ|keZR#xjmP}kF;cO~2MKyux|%`N
zqg{6(34$vjtkBqcnle*MUWgDKHxlKHP&qBfq0=*HF!VH}L_>xqC=g8)Wsq1UgpoofoTlc9WajSb2
zgQuX809@NT0tNq^CoYa)^3brb9#s4?i&7DNh4WhaoSJhQo8P{D8>JZO$&**u>nWap
zn4k|bqA0$}^$I4a@}x6S6|XHegLP^BwiW_qveT4xb?k-Oh8jR)R3rm%Gu&XO)BqC$
z16%&#m<7s+>0gRTr!n(O*X{tz*Hde3NHvRx<`)f}i*C&tWk_8-=P(F?q$5GVzP9s3
zDD^qU%K$wU`wn0I5e#h+G*|mC8)QKn?l5p&`D9W}3&^pB-s=`hv+Uk|qP4&yb&A^T
zFi=mO`S$x-#aw5nY@E$cz#?px8t)Pbd0}$;SE3RI*>?UWk;3aU-9H~NK8zO@YvYkU>S6FV9h0)J;LBry3(&%NibukyhBS^>zCJ_fofMAP3Zj^&V%w5;%~kWK$n7RXne1+9No
z7#kUj4Ad?H)v<^lIB;M>BQhI#GveIi-Ml9FCekb7)Xs@P6{ru`xNe=!#yHIkOL5!-
zc;8d2u&-`ko0?LP1sr2(HSPJ51)J%ZWNQW{
z>6fw{Jb17`s+F_P?wrB0{`}X10DK|x9GF2w*pD^Y5LQt)l6aFvzvTJnN*<0IrRBkAe`yp@
zFBVaUd&PEp>+?gAbO)0cGp&qINEB89c?ZAiNA<_6^P=zJM2k-8B}Stu7ZU#N$4PR)L$Q7pSAwe3s5T7;-%|B
zF6x`{@&s20SqX{zCr+GbgMLF2mSUtl$$1)@n$-}h{2yH&AN=n5nvXN}i(*DIsvnVs
zk#8)!gD~F)V6q(x3>yR)Ic(NkfZ$F9)fZ{nNPK^PX#%1fOFWw((Frxzw``rYAGr~qw~-Z`dC8IjI2lb#_cWJI6g*85V1z5%;9X=d~27Sd+}
zDKH$?aYfhdzyXKWU(jFx-sDJS7PRRnk=qTui}V;lz(R
zO?QeJHY7(@R8}IKwVV(Z8Q0tIr^Jz7I1v$1H>f|8N~5r{8ZxY+J)bxowS9Ok)gUHm+BvK^EFwIPj83DQx^$il;
z>}Xw!1adbK)<1nZ7a-zLlOZ>YC>knP(BW_vr8uF6|+6ECxe*xczMFN5zc_zwyq7=pSD;5acS_W^Z7~=7y_{?ejB$Q
zkc
zh(UwuZ8XbOQdE4(5_#el9pCB%B6^~EnGGScA>rchBta8l80{584x&`zP5JaDQX
z0|SY`0LVeqpDl;9o`PMY>a_RvPNnu+CC#R5nst1kHBRwYFvLYx9v&rV6H&6SemmpN
z7>U++^Jo$c7iQ;OY2$5LH15yt-wBG*8s@N}DM}kX=UJh-TnQ{hd=+tFRzy*e5kJ
z)$gdWr`fI=%-0A+a<+Z@&YX2;l!LfSbU2{A9$){Gj-hL6)BgNIdeh-P
z>GfLl4}TjsrB8N9)Wa9Iec`%z2|5lP9o=~N4oBCSS_K~rSkOe^zT8MHyKM~@yI8namHzI?;-
zL$nELCN!(_d-pDxLo#Q59tR)H@H|v&*BM|#zhg%n-6poH5O5%XC29sjcrzGo`#f&YdFYI8d&Ok7Rj_!I~hpx6e%`BBmFv&XmC7_RgWSjpzlqfJ}3xLypb079y)Z0Z~!JD>nZ>U
z7TrVb+%&UL0+Jh=adql4GOJU33PG;KXSQA<{Ct{V}8T>%I`1l>sD
z$5|^f@(7}=Pp?HBB&+}-8)cy0cC-y4d5}y9TSZdu_Kh2ZkN>_j5>TdQz!vRolG#Yt
z({_e@1)yr}qP4<1iFRpRR~AR&jWV`bPiMgzUYmXm&1`!mEUPGm@Di!1=Crx$?Pgi8
z5KBPb^2E4;IzrGp5sA^n2$&tqo%>u|+!t2+<l@H^~m6X@C1+)`{Coq
z=9(nc9yH_bzi{XmK>n7*a4CQlfz*Ye{zRfnMONPKJ$v?w=igbI`l99K@kPD49t=DZ
zoSdA7fFBqY^!38Jx~{Hf5>!M7Bz@@y;NfbbQMWyj=|PY2DI|0NLzV+V8V+rb&yrq@
z>XZsVRB5SC<8VH5h5=kI_M`Rs?VX+BX1O!U&@>vd?2^#C98Nx~ZfF=qnpcqCX^K*F
zb|&%Izys9<3ra245YN@Jo#OJTrcETI37f#8xPI+gVtP%X*Fhp!Y|*kkuJ=oOE^s$W
z9llFpVz`~qnTd&s186`X9_7$mMXSfmCYGqwU>k&E+K+S*d3o6m+dO;Wy?ajsfe|kg
zkWm+-b@TPd2}
zn>o~3u`nQrDuZ}h!j(e$TbRP!_D&KPdE(oSi8dx)zO(BykYWK7HPdz|XsGX_nOj=R
zkB5CO#x@z+*K$8>YcZX!NdxR)a)YeYw+fCLM~JVfR?WaNtMM-kSUJDla7fAw8cJt;
zI5o*3S-(nzcst3jkOp2$HKM+n!1MyyVh3*@ToGqrkt4?eSR9t&`HQdSGGK7JE=R2p
zx(%9*;0zDT%4CTJrtytQl7ODUA(go2kDos`wlS5Ie0Y(|_u<{UcNqux&|W47ZRayh
z7V-uvY2{b#S3`ib!o|mH1wTU*lJdu!D>hzt`q&F~^Aq_eoFyg=YZ>`<=npD?8HB8B
z7q>;*k(gdS)@r+$*u(-SZ{PRi^Eg&ktO=%-=D9&*YmbOXQ<#gbZ5p`%c=hU&{U!I2
z??(|j15-nj6MKQS?e`_~9v&d=59U@@Jfsy}Ifs4+H?i)#);+%mwxy0b$nCVTU>5xv
zCK5hy!Pum-|DpNZk(V#y7J@wT)VO7!%3Ac6N=*
zIJ`OL3E-jUJrS@r7dlD9%`*f{A{ykg#u{8u%9rajI2EiVLmctk$Oq|ZX;&*k#CiK5
zm{$PpnMUJQ2{QHHc4RX^N~%>X&edt_bY6;hUakw9ArC<}`(e`5D@~Rvu}aN0U*RH)
zg$PTf-FhH_Ddyi#Y~oN?L<2XjIFY0;C{=}Dz9jovZ3Z(x;GkSjm443u3Z;iMN%2?8
z8=1cm(muVLu;-}b`w3<4GyDbqIW>?Q*s9MaPU!72W=9=vp;$-{q>x}d!q5B6+CS(T
z>8{)>&g?Yu7`;%FxQ%cu64z1nqsp;kg)gZ4>YdldX`}~{20C;UxGht=nbD?0kF3p>
zgRF-VkG(hZL<~`y0W4~=1L9P&?X8FwCLo~JSsIwC=4q7;-J=)15EUrJ*H_V@+hZ0T
zM!Ia!MUYk9$*P7|jP#8Ft}|nM&(%+{{hbrWx?0o^79kzD;bW)9gei
zEP#IKv+49Xz-+U3-#(JkC!s`Kk9mvoO}f}d@z7TQR(y^6&`|a9@bJ)dKnl~{dK;-6
zz@J0>zK4g8zrVjXyP9XKs2)l=@qXZ!idnYT#4Ethz`~9?QL9ym>3}#b{4L_=cKn3V
zi?qjDKe|~=m%!K5xWt(ZXaDNOs;<9#9Z)y}@w^goXx1xSbi0-iYib7RKpPqw#x3w}
zXQ&-8u*}A!4!$w;6SRuLl?Q=W82)&F&ktOgki~QheGy9ul
z(!oO$9=Zde4(X=foHBVj@A$j5Jl=B_b;Y`p(yJU8+U|=_nlzj|d6L@UZ-&r0P22(@
zKewsD2SQ}E6m76omTrU*gP5~poK;(LL2c|u?(jS*PYunaxnG`MUb-fvXup2_8q(sm
zN`^m_gI+8Wi17i$mH?^Y*3Fv{7=7p>Fw{a6OPJWvHa14crRy)96}!IaAR~LTWbzd^
z-PcuqqPyaU8+#w0|I8HuYpfzhk3f+9H--defCCX577Du|CW=@-h)WfAw~mS8yI94E
z)V_xhV2H@{(Stc2IUK}9i%*0v)ve~2d?pLZeRY4G+uL$CQy%A3zZ-f2FB)w-N7Y7q
zYi0D3>II`ob9fS&jSMhJ!TpmEDG*8Oak+78{n=;xZ977slEc^cp2H}Cy#RnN6gPPk
zG9^OH5Y8&U!xw-1=+0!+R5tsu_x!||6S~2aZ^A@Bs)MnQ+MhW
zU%qJ3BBBKWJVXHq^3FI<_3<%@*egQX&FTIUh~{M!`a`7MjDF@-n}9~AmEWm2GL*1!
zNE^gXLM&epYJqcP~$FY!d+U&RMhPt3r*k7
z&W@~I0nWy(Cj;Dw1a2X#o~I!DOzOYGvsK)jb<7!VAI6wVAMPVH)k2Pm-2cM%#Cac1
zC0W@=nz_WAj6kTdX>r;w4zazGDB!8h_UC0ps86i|gJNRXvxf^0a;+kr)oG3aG0ai+
zM2Ek9UrKEa8o^p}42OpqxGUZYA)YZv55pu4{=u`tV5qJM8(#`KBt%^bM
z?-HNSef}jNlx5SEaA#&NEhXZS-0|Z+KV9~v`~KMRVUsA=^K~ni+@`EFUkDCDj47Me
zuYUzjN%VLSI!|O(=@-J07@qFb7H0+I#Mn+a-82wrRX}YcWhd80BKHlCj@A(0oruF|
z1j-*7C^NeO7Zh3Ik;6&I*`ZXk%gEN>^bM
z?ExqTX0&X)tO3;!h3_hIB(j(SiXEJHF>gutrwUhM(vU2UCZ`!!!ZGs_aClp9Z#1+hv>H#JyuB*%wps0Ve)E^sKkHrrSrbx3zOxX!HGs;X9Etur0NFc$+2XP2kR%Q!xTfTwZ;ik}*xND(jJC(*!ShjW
zm=bFtLl72#N^Jz2eiVQ=>DOQ}2$qTsPK}Rup(jBm9r|<1^>zu;UMKx@Zhdz+d5kCF
ztW`%#pWq4@`+~sv51(waj;m$DY>swYRm{l
zi)>dIfdj}00t5JT77JMmHNFa@r3LqH6f(RalrZAz*eCNM2I#HjXdWs1In%@ENpc`o
zSP);N^}}w=V$B(Czm)H9ITSZOZks*TpGk~!L`;C@5RG9Y3x`^F*`wX|1=>|)EOE7`
z0AfuizESl`o)eyIfHFliJXC+uCMDtrP^@)JywKyuPO_VTOlM`d47o9);ldq`*zdv~
zoaB1P=ElYg#9XcAGGm2mWr#UKWr{+{i$+c992bG6TnnN*0tx>rbXTO5Oblr#_O?VI
zl@k;5%d+9oU&@J|sdJ+P)7RB}n5@mdGE1J39^hKmp9gxe2_O^_NL^pOh0qKa7uQIB
z9JA$tU-HMj9nNMoWmkt>+=%7NpFz)$-BgQ`vC9e2=fcUuU#EsA^&!r=a`QWmCusRk
z`%Pb%5Ms}h5PA}pbWNYy96ccLbKt`t;^3c6k#P9p0Z_hHeVZ-;-|R-KDp_>yQ#Z$Gu56S@
z7qU~v{X0qmqEU%PbIA`~p{f089Qd!l>*(oP=nA?nn6a3W@S~IkC(N5zr}OsW{mmR~
z;$&s~esBTB!CNetTsQxY1)CYe0KaL_6vn5sJ_{+lI5Y~JR44=MlR}xh182mCwPZIV
zFp4r1F4{YaG*;!merLz!Flr3DU?HG1^dxsqTKA9g_3ZM5NBiNYQGy*W!)AaJ8`)^u
zA}-bGeRcVgZ_Q;XMk?aOjEFk;JFWc>J!T{H7}^)+MXuM`bb_Qk^hm4ViX`T5Ff_1?
z(nK?8kfZ_Y#c@Hoxw)AbS$U1?%zX|Lhy_a=(*ouH@QqE44XD63#&V$6DVn(L-~x=&
z&UGf`6_RNc;2qi{?WW$eaeyUcG>`2jJZ{lQEfHXc4G;l{L~}V8R>0#Zpf%uIM8Z4g
z2?`Z{XNUbc6tFKm?=Nk%p?$eI9~>|1kaCEZeQ$Tz_P9g;*xyAhV0KY$OnUwL>5CU}
z*cj0Rz=8b)wLpJ#{kv%AqRbN8(_gJ#+;0GUO-%fOF5zyVLjNIF0B>yRgD=NcrFTB8
z#`b%!Yc6nS7K?*~R+n<2fox$hS-EztimmOqiKa_k!o}fVzmg1A&bycTw#>ViLgquf
zJ{gT@!3c)09E)LJf}NQ(dE=TYD=Y1%rJ;PY9X>qh9!Hy~JnD77t$()IB6fdW&Auzk
z1CZ{(o;~?-B2WVC8ELnYSH3)j2zvy?4#MV#YDfj$XWI04JFu$dPQr3&#u+g)$N93B0hx!{zQ~J
z)c9h0>>oH=>+$em6-xN>c-r?b*$q<$F&V&a6@32qg3C*lcagGz8&&sN9;conac3>F
zHw)?Ff&v>>gxn)36LM-d_Fa&?)=?T54~fnQ&Kh@i=J|WNPl&CgBDEzBh4&%&x)cl<*=^rJRkFYQu&bo!|N@!j@
zvR(Oo=6CdAZ>O%KjWFE?vt3y(31l}DdHrV@KtZw`%|FmdC;!i`N8k_Mv$V=!spftU7=A!~Vsb
zu+I+!#Z`f}VFBm(KmX1GyM0-+0C4u9KBIuKvar0Lx0F%neCHSR0Un;}^3a#Ae^f23
z-!huHjzXb3P;~Pi5Fi^X>!~HrG$s9SH&-1wu=UI->zM(}ctmHV^E)UeJkF^Z0nf%39r!)%8Rsc31v
z5Z>W||EjOi4j2E}`RjA%uLE0GsWUCv7o7K-L6%lLIu5b!wAFh~K5@ZD=Ui>m)W#nE
z!|Ug-;AK%{Y^)M1{p+JA_4LBPNjZwM9KMeK=>?!zZlMSK!KHA9zImgZ)LEjulaW7m
zrr9bxnoYl2yjFW%&awWF?jAor+jJO>j?_O@J+@GG{-QIU%Cd$W<9``*L+yHdx?omI
zO2(T?uA@u0Z>nQRaHQW_rupZAEGjR~i`Y{WevV5SzW!Nv%;w1@E7~2Q#4G;o#^M_(r;S)re82o9orc78sZPWe?YDC5EYUlBGoHhE3W
z04=-rO-{f3TdGjCo(2Y*SskTa*Q2(rH*S?GX=}%mh68B|5nD}@RjonU%j3l76XQM)
z05TTPu{*{AIkE}~T|n9x(j{9Rh&XzYjdmt7NPA!1zP%LO?mTHvU@MT9r)Lo8L29N6
zKVuC{2H`({?H
zY@l5lW$wfcubcPp-&a&n2u5SD8+&jj#8Vs5rX%E+uvf9E`qGi60cRD^5GC|sU;^0D
z5(iKd6(3)VF6@sYV&+@D^>AKQ=X{0PDW|iS^i<$?lki-X&);oL_C=tZ*PqtvKF$?h
z8F@e!D=zYRdwGSL^Exeba?1uOk?1WGU43#FfuOA+j7M8HtjbQ<<<@FOpUR_&mR2Us_oPI_O`b7
zKDlr_c!pqhpI5gQbmU!XrqKe|ZI^ysJhDuA`0`?9KI>n_dgI0+Z|=<7=bu-=`~_|JVU!7=(Kp)jrmJ;gcf^4~i30;9H%;&i8aqpS~3p6~!VB
zSGN*^4XHg0{&cccA_{3mT>ReVLs~IWQEYHhmK7qakk>UtVGkO1D!RI%ET6xd6Ay_!
z)bDn4e!vM9>=TplgbWen%dKw+WJ{@_b(*`8}KG20HupT^kT(P0(S$T~$=bM_;BLwm@2857I#~G40zIS=TKm;x%#4@wm)77W;Ca
z&f6_m$S4pJ{|M2}-Lh=u~UY!_T#M~?uNCPbU_$6P&XXmA_W5k$~==(!X|
zkA+32^et9=)AiA;xhD>%yUMyXcTx;~?c?F)Q}@gF`d*RnDxVcbepeG&9krO06eZ&7
z!Y)X-fPA0Y>;aZ!+URzsy6$Vl$ZwVc+_48d-n~j-5Hm?ey#t{fVoli4bz|9%G9nE_
zGZaUPD}$sN4Jsw!NgknrH&G!W?+c&d=u0J%;ao{v974{g))%?2rclaW&_^$_-0w13
z8E6TOx4EN#CgERiLm
zv$DRDnAnrBfjnyhHURDERTuB9b`u#c`Z>sp=nXfGdwk8-|nS?+8cktH2w6NJ10HqmoGjF!LZ3ZfA!{Y8oH+>
zY@v%;yd7O8@M`mS!_(7_xUZEP=9hfkb_*Tfh{VKlPpA1Gc&P80h*BU{R$^f&%BSxYgaAur?sQ^;`jbq24
zyjP%i9!nm0fYvsQ#WN$YM5r_U!Ok|bCPj1AjDO@y#^xDfJQthkmZ^r|-v0(0
zaWXKn)NrvG04|qodHJo3^Wp`nr7tIHHJ(lqY??K6=GKW_G=Z%^Z1xp4>nVCF%F4bx
ze<)kgH1z^nft$noG}_zS;fQ%s(E7NbHBpcT40e7VcNCp)6kYQB@#x^ZEA*->o}#^g
z-DdLeErwRhZFtv9jY>|g>OlyTK-#qZ@b|H)cI(Vo_eC481&}9A;q`av>LcMZ=Wpg;
zJRK}|o;xHgtgzcs-H!}zUMIn}EE)hVVa5JcbziR3)yK%;Md&jz+4=nO$5Sy1`ItsmR+*Zmlxt|zB~X5bA9p(!3p0F@#kQ^
zfGsMq&pyQ4d$YKFyjJ!|?%Y(ap|Nq*fb*EpgD3c$>ip*v$md`iK6vPm44G9VMBwMf
z7-pm?;-Yy_v4En()NvY1Cod8xu8bIUP}HIl5@fBctoFy`e*0}D>3*&B#DQz)PdXZ+
z%Jfpmz{I3lp!2y!1r-NsyvE((HMk8ka}*b!jfKz`XJlYd&OAG~46sl5ZRGqRKiw7{
zywRUK=R5;HX0@hGQz+V$5}s(%juak@@A5N>E61ji5jf83emtH3$mlyp)fFRwc=QPI
z>4r%M5MR?dPt$Cwvba1-IYz#pni@d{o(K4e&Sc%0qgQP9IrzRH!Q_16S)5dEs91V_l}sO<#iB?-U!h-4?#
z9;?RCil%KH^Sr88hIy$UVukkb9KNGw{dLCfwXk*YUr}|Q(gMv=9OxC0xg(gkyD$nmZH-G~(nMQjr%6llXr#Y=@w4|LHxPH|FzUz1~vSQn%Oa~)2=ccMY(S8==l^Ua{PM5o8VV5A_8q+X&
ztWa{YA~K$R*Q+}*?zFN)$ym>3vr*Hs{PcBxMk3Cm<=V=;9g*-Rv3<>*d~Y9y&6_rL
zV@qoV+HVd5jBBD>$#+p)O>d&0t7uwzf#hTjruRfei`p<}dY|O`YW_P5$eos9s_Xn$
z9A1f>Ps&p6OrIGkQ5aHKvvx=CnI95MfiE|7U!xB7VplK^b?fTYtKlv5Ca?lqnAqS6
zgW_sx(+E_7>L~*%cRgK$LDVs=dxCZ;l#-=OlsE8WQy_siu>TOe;wkNX;0HE((DwBc
zs|26f3v@VmtbeK^Iz)4dVSj)6^Rz5nQKJ&0`U<-Po30fw4e3gUE0E`B0oNmBo1gS=cRRC*?p9SrMbJ5xAkh1o
znwpY7>EQmi%VQR&fqGc=#->_dy>KW06#$lmJ9dmFbTkq!Rt>`d!T$=c7k*}AT;o5=<19$pJ(hwr{i5WUiAn5c_`h2-B;#?S_zcNmc3K6M6&mO
zusLhYN15#=M>ZfOK7a8SB_&zr2AyJ5iGz0YR%1mSqi+vU81*mecY;oxTMWX;
zf{nc2&Bt%HCo&7entacFvE}(c0A=wyx%U;Vizu#1t%VkmXXAHxGv$g0Ocj_>#)Tz+
zG`o#p%YIYQVszQ}GG+VEXCT+6!(g-9U}qt1G_r{T++nEQESu`hLabo{_E~j|s$U#v
znEmicV^Q{wJPGHAd0c8J4jdi1o*}@zYAEb0H?!Y8wDL|q+5LKZEwgil(7G1~{u9Fa
z<-bKZ_ampWkcYD=DeuVUiOc_921-JO8KDT|6V^HGfQ9;v-Zi&=NfjFPn*bnf2X$h#
zvenTs5w6akPZ6rOK{cvI7ErqA=8FK!-qM$smv}kcxS%qUenQ6Gq2h-k`j^LP>Sf-jp^*_XM2YPjsth=1
zbW~JN%yq0#pq{~)9g8UDlk=ykQ^$JND-DP}#&51ZrKG1ARiSo3{Jvn2edy$->^JQx
z*+XAPTON-A|bwe+rW!Mw=$uVsV|gc!g(
zz}0?_f;}F0?wz0&r+}jWvhJ&MIVB~9?$!zYI
z&CJLTr)jfVr}!UpRrcM9jhjuWJLaLw^b)7zPi7Avn7wu_P4z?Zhj6bwExz&fmHG;o
z7EstR_!#jzMOJ$Gos6+9LOs
zkbQ*jy0ZM^5uXo%zc7x!Y3Hq+HxEnA=k~TCTm1J2h&adfS4CvAWb41coN0e{mHus2
z{vU}w|MEirwaEV;r%O2+y=bT1zk{d$2;P4p4Lk@c!R0z|j}
z;u@l@vn*+u5}kN6$s#_WoEzP7HR;TAvE4b%v{*J}Uj$*~6q#SwkZ;>8V_s(He&7(S
zvy|QRg6@IB0*Y(NG4jhtEGIa2#ZFvxi{qc83-EDzQGKmM;*TOeAa+>)B?H%XMI|e1
zpY@PN|4a{*=OScjxpJBopEXMEXyq|9HL3Y1vYqGK*9B~!*zU$3I(R^#ey{H4eZnFL
zVLuU@Hw(Y#8T6_6%0)`(>-y`SZ_!|woBIc;gR+@6;+pa?$&W*1ehZ9v^GZ2?a@B+Q
z0mIPZde+RgE(;OdL#?PoY}l%RAeTe4Hqn;@68}|Gry7BrRBbi
z5LJUc;xaiiA+wW1+SIwi*}xBxWxg7AoYb!B{EAg*ZH$Z~2eFd-%Xrp0kUaYK#@dlv
z7CA4q;o$ok_a{kSh1dQd8f))dgv2u+jiwO}w-b;QTB1=k$Be|mJP^3V#
z8a#na4V{+@3L3iWw$0V;x|5UiLukn35HF|lJ-LeSs~(>_wM}Xp!x77y8gcI0Z)$u?
z+Jw)Ul%CG0pce5t*Xzx6KVK>I96ZLgGzc`_QsBFH0>d7+!lExv^1mktmZ%9d3dL@_
z{p#3Gb7dR#qa-h_lWkK;CZJ6EvkR-rhBIZ`;N%e`aWM4
zX;FHMsRUIvPoFfr*so>yh{rZ%EB9K*KVflVm{e4{6MeMp>#m`NMwTt*lM*fQmgD2r
zX_8Ug{mI^5o}n#qbFnWbTJ(SP%8W@HS!Wda{bCH)5Q*7F-FWYmV!Zu%_Zcp0-D$%)96!OzNoTvXaQ3m2%X=;Q9XN`BY
zje0Am5mrWm5a!QSH%*cb|2TFQbe%F<`}J!K^c_t+MU6aZ>&(NguOMxyGp)oSn3aw6
zs^c0Q92^;4K@XChXY7f04Khqde@1UrS((lsJ)^SKvO3=_(8nRBI_PmZEZyE0Oyyu8
znVl$gQGX5`NKUqlUX|a3?BXQPWc<9>N0o_&xG0v3AgjN8_3Aim1r^wMK%Oi_%+%Q3
z)MvVV%^fQ^pdvvTIDO8;98e1zSHt(q;1At!q*vpChVjpzKQFN-H-#5LOpA$r0t?ht
zcoMN){w|T~lQaANeY!H#j(Eae1{G|jBnAeHKziEA^KwJfm?--3|NH#KWYh!#3E8R!
zdRuF!w;XBre69$2d3NYF4TYbkcD6XaX`R+^AeQcg=Gt2
z@fZMF+sE@=(Y#*3vPS9@-)mSKi8@|iUvJ`FaK@NC1)#5AMNKWTWv1W89%=$iqw(YI
zw+gha39dj^-ORb`=b5PJXzYm|*yvs04TcxrG;{yK1Bm7J4F$j;XxD1_>(UgF&Sd8K
z&=3bt_$yV&cpMhCPavRVqqja-O|8v7TGOIJ+DVdp&9SkX=Dg+e+PvIumW4j+toH!h
z)7{D6&%XB7i6JUEh(fVGd87KDfOyhk;vyOn9+pd#0rc~J6p_8y;$-iLAk{WeAmP~<
zEev#S*Ey2)*ZOIUO!2#P{$}qJvvkeLS>2CL%&sNy&@F0DEYFx~t(@Aba16pB*`gWX^Wr
zKsh#pD=8_3lIO1d(dqdX!kXau9{VlgpzVo!{uj}EGM6ZANb#s{2OB}j
z>*}u74=K?2GKY|81407R<*oOPhgSAAH{x?ic8z*W1_GDrhcvfwuHG*A@ZGzmQ0{q6
znnOP7_0mb*tEH*smP+VuNvV4r)gAl1`k-0EpI(4BZFS#eRow!4)kS|SJNx%^)u?cf
z)gwsLTTkEJ?aj2k&q7boPKq`O(iiSm&!Z5SOD-^XwP~CsW!B7#i#NZnUIkD9B+1x765vkbY{xvp2m>*tP7zV_tu
z(tO8C6Y)MjKwaDr@hayy$Fd7geZA_xJH>U`-6H?9bWg=QY5R<3DT*;p=JPf#UTf|6
z$uiR)K;7)--&;}>Hmx|D#!d^F@`vD8Piz%-FA7K4sWbYUi*HwmeQ=W
zFI*JyJ%`UyRuligpA!@Q<}LiwqB5lk8OuE@f4_hAWslZ3!}Bv|^*QywQ{o@iUH?|+
zeRmL6uFf9$$$Gr&{hf||i
zJ>ued`)QwdU;hKk8U@33I;v;QS0HSm71_M5eJJu|1(wVf4=Xl`@ift*T&(e%&m;r@Ml6DuM|wCnt@-!)ip1}1e>BR5FSdS&~#M&5@1
zx0)aoT0C+|@t69cp`XUaKh#z8O0}GAQR-p7{_pzkZZD3?{=%C{Ew8G5)ZRA#D-Rer
zxzX=t?1@5?Gp!bOvh_*XkTNACvg6o!|Hpyw$o%^izGuX5?$O*ooKu`wTWc+v|CV
zH$QP|ep=t0f5lx#cHQU{Z`%Ajy=9T8mcq*yLMdOUqdlg7XsIhX6MynMXiK+K+xTMH
z{!72~#*CRyfY$BU-$#?YY1=0`-=5B@D~pHi7p?!rO&`a=8{hvd;_r`+8v{Bl+p}lS
zQO?hYg!UL|PTP(s*+EdD#0moj7D5b9`hMfJQ3N(=)N$1e@@O4NgnTu&{`DqNIz;8`
zd!FaN3!dL7YD){5+{5~tgp8G7cz`n
zoL_b?H+R;I8DZa1e%JkNsM?W2oonNd{pm@RD>GApio~C);ly6D|E5>nx-~%*cCRB-
z^Xko7w4fH=^t=W~!d5g(MjjP%H6-WKhA{ia2&zvp1Csd!{lp8k>lkfC0J
z&};3Eh=}9sgkoa-G%veFT;ExDjsjt(wS>N`)!+p3|h2On_l^1dZR;gE3PHjH>u*e
zG~6j;e(S?^4u3bh_vF7=&bf!@?X*|U>Zv8)YTlS91qE6sp1R-q!4!dp#=KEZPX^d*
z{MGkJW0d$!zTY4IC2Cz<@bPcudgzoLW+hOk{uf9dXF1?zFY!r9#@YeN*CU{OUD+RK3Wd{!$G-vMIzLQ0(4Lx1|Zm(H_YKA4|kP7TYx9X*s%vGhg{O4u=tKO(LP(Dek
zx}hxm^!f8v;&@)9X=rRqQw_B=1aczzp1zY20(nf+)+LwER@7L9!ho26K&#i8kbhCo
z)?1NXE`_Y4_A>9YiwK>CG-z({-xZS>{EbSrzW@EVkvhR!>p?`Gh8!F%afB9kU&RaAp{*uA|kN@!h4)@tDQcwDm@ukh>40pYqHS61#zZ;O3
zrE_>!f}TRo`e9-3j8yNq>jiAu(51XoIq%M_!*VXIh^8MF?{Bj4Is7YUWb^W?Yu;R*
zF{5DghF;>+S=avi*G%FsN*Dk8Yv#;1R^Y4))(60^sGA=ncg}S#I6CY4`yW%2{=@A3
z?{2ow|6&XOZx=L7!|VjGdF0W9YNJ=w>eXg?c>S!KwBnyq3yZjyyDzVObL#r_>lf~A
zI1XLFCAluPXUn-+avM7yt}Z+L(0zAg`Qr8ed9dTBebV>3O}|}rQ14#H^6^umH)a0k
zrK8R^|FL>ETCoN(nJJM64;~z%Z~UMf#nxm4*~t6UGhHYS{+mve|Ii3AD`Bpl>DWoj
z4{_o58=P5i!5lLfM}PKz(t(X|JFy5>3l2@s9in`HV5sNM
z=Uuvdd7;{!ZVMMJx-<7NKVc(N`ATxQvm2?VCWNyzM4#?;44o^Cs;@LiKd00_X7rdb
zl$5mYoJ=aZ_UZ0s8X6n#+cw8TH?nbkHdl1=YYiNjmsPG$8CdkjxVG0CXs#=r@dEX-
z;QjM4x^v+aQ>(V}_8Hwi!SvB->X$;bQ8c^vd$_gm!sC}OPf=8LZU2{NcnGe;nz!#q
z>FQ<|-tkVZL~kEYvL9S&n8@#WJ&&@`F{3kKi%X%!PmY#+?5^JuR4aqwWzKVRmj
zKM_=}*RL0cD(g)6%XG5K^gB8vMYUs2dGl*g8b6y>x6td)SKC5Hdv&F^Pw&OoepJ?R
zpKWJ6)gMrtr)n~0#>~Q&4&5y@g^(OgGcF7(I0<8*Z{NPxKOaBz^H6bj55#?e`
z0GdFxXc^nmf&EN0dcNB={0l9Yg_N3wM$WF7$>pe~1m2|Pe>ygHTz4Cn2;|+5(%(46
zV4mHb=HE0et)xp=07rrZ`Q?k#WSjDb`9h71AYsj$>vOGsZ<=tizWa1Q1;MzY1!+Dq
zH82$VzF7Bu!Pa%Fm-Z=-j9dL}ib3Q4>L{_9f~ZH@9h^ABwnG2*+o~Fa^TVl?!$SnC
z>ic&gpFVkV{aH}t?9iw%nKG`pzNFhgb9XXj=mfsoD
zapckAKELjZo;BRoyWjPn9-9)?JO%!#%`>bNs;!rO`sBZL5BddBZWJR@D5eXNHd8C+
zaWv_S?en=vp`~b(r_jTqU<-X^Y|Vp_r;?H?tkwlU9JqwG*0Dxo2*$f!@pJ;-8-Y48B
z9@2!?Ag3#eTWeH*FZ(hlArZ#&oH=ujUc7j*p}d-HY0OmcjuneXv^cq_aL(%6VJ<(N
z6Vev+2zqf(vuJJZo0UquE<+YjR#OI1H(SlWg8N*o$;$3+cJe
zQ9mEt@%|MO8mT{5s=K_ufQ>~x8p6;l=%#D0edzXP^Q$#rXw&Ds-?0)7L5*C{?9i((
z2wQ~ewdl}=egp?aEIJ2Z%Rs825h;dq`Dt&i*w=8MrUVhTVf?_Nb3bepiq9fw)tU_Z
zMzpLy@~#^Rj4dQ7#ULBH%fx7#KaGXy&$%?NZ{5omG==0H&MLKZa7g%`S~KI%hv7aE
z_di%c?)drA`P^qn56&a|uc|1&>kvNnxaf=*ExbYv12+Cw#D%_ERlYGk&7p5j)2s(XOpAUPrX-QL;^Lj-XTyzge{NMDN5k)pai_zxDsUBpvxAF>~U2
zX@H6gr~E+l{7;V-XQ1=r}$tMosI5J!0VU|H9#Yg5wSF&fcEPN7!;=J~_MYg&_qF=K4V
z;4E#?c!6NZm#xLWqe&E$B3l~996Zt3YBP{MoEFj6%}MW8ETDF9>3OsuPWaL9bXoBb
zwU$dho++IcEup(1J3HG=s#mCaZB0zeVsvrR1;<)sNSJZXfjBY3I>3Fp;@QRxBHoQ?{EOga2_a-&553#d
zXV1p8p)S`<@E8Xt$d6USBs|abB}#bo(rA;V4xEPdo)i^yVwhYuD=XUrFs&=&5#epmm=4
zpys1`emi>mtD8s2X=bCaD6&!F9bnK_v
zD+k!iN=ua?Rxz4Z;ZOvHdhi?+-1-}NPo26e1xffU?HMhuk1;Rb9eSm|Wv(99=tlK+
z^`?xgL`xy?eGBwZ5%4@juS!cavIt@JE6G&eQPTJ_;e7=dKy%26Ko
z3V&9|6k}M*2oOdILR1-zMY>QarTY*cp&UE{;esAMXDIdEMZZnw?Da3Fbi?P)pDz}w
z43$a!ujdlD5Pg(_l_M=l#oqVatN9sJ$Ron
z#(#c3ZP<)JEVgJwNTpZh)@({(4xU(vY&`1d<%>3fA#x~y)P!(^f56hZh)D;RN4Gh;nNj9%}ij)y!!LW
z)X=n+n6%1{yM8#mj9IZ|RlBP{FV9(UDqgd9?8&0R@$myThstm6yl82MI_m_b;5XJw
z^R1T-AD$AMGRd;bc&U97Y56Cw&evCl|A|JUP&+-fa=+)fde;v-D~x|1-t_VC$dN0S
z=S^GwG5z#!pB`@~1;P^>H*;qAXZuR&bHkHtZgfMAYMMEoz#b3cx1#wRn$(Diu
ztHj%o>r&RfF+hh&sF?U#X!(IK(IHxBj-y5eOPaUH0md}V0Ral@7uR8|JgG%KINXOH;f*OB%HE}%7sf!Tb`$(x7aeu
zCn@~(-Q3(vS`^oReLhsxz@<&Ue*H@HIwI$C3)!0k4*=i;uUr`e{WJ_m(;Hwd*3jqH
ztLj|e+O{!O-Tk_6t~7|Pe(>bY8#Uf5%E)~L0_@?)LTZd1Yg5&}r4mKJTX*iXqQv~h
z@Re+V+;o(cF0Osk6Z(APu1R$p8ZNkedU2sYIh~NcvCvXd)mtw?>m^`XKbf2j$tfwB
zWQMyB9cm|;=7yxB8VbP`mZCCP^zx;qv2k>5d8O=6Xm1+J#IT
z8sQgKbRW74y*g*fi52-4aNPs3=Qfqc^Fjs7yOBq7`SnVx)wj
zs$xWDv!Z;HPtVlHlf?YI{OtX4T2usUsi|G|m(j<67GGmW?BiZ+$4>D_>vL;ad(r0=$En}lU6S?c#TkEe)Ip#6g*7Ma0K=X=Xqe{BI
zcU-tI61|glXo`9wuSrhRm9M}$L@A1BJUKbp?d!Js7CBE7v6SuFwYz=iPTR)$H`1pZ
z`>{Q+1MkMFzXMJUY5DQv1FlgzX9L5-jV}-;yp=i4-PhN7>qjnJA$ulfa@#!uzaZQ!S)Nhw=)z{!g0{O)hnWZE%
zqmA6pr6SeQ{by}$3K@XJwXpBZdQNr5lP5~#yWU?nwWu^$8yI;tc9Cd9wAM2;ETf2R
zF@5?(7nf1Q&Ud3f6nBs?fZ@}tE5ngjmPqh*{&NN`n{mJ8VQsasT)TBwuX_E~1-vy}
z{qkaPsJdlM2)g3yRRb}S@oX#FZ?be{wUd*R+8SU$hK}BkG;+>DA=)YUso`hdyXw)Md3TFMrI=a5dmxh
z5rNMlo3P4qZggxyLRQF`bx(r!tE@|Sb7*6qfdkue{>(OS*7YrHswQaXT%*E>EM^7@
z;==IA%F6nd=@DDC_kDS7@c#RVp;Q+tG_+_N_eeG_P45MZ1*K3;h!Qm00K(@JvThlq
zR2%GDGRw+JQ`=nfW#yo-vRJb6Ns}fq&7d7Yi}{Qh9k=%5mlL-KoIN{CFU*w4O=O0f
zd%G`sl{%tF=gu-EWnJUaWz^;+S#QJ7ioLZ;?804V;_V%X*}_rFwraJlOmEr|gMDe`
z>?pJAGw2z7v4X^B8yz_`w#|Nul3Ii0^XDfZLM2Q_>{;H~`
zW_wJGdfD7decHaQsDJe_IW|@z_JBka99tU<=kg>eSFMK_nzmtOB_BTqaECO84_6?w
zYXE@PPzsI;^v3e>AT<7(O_(5kc1hY!G|jxCGFk#NA8iW{S3uDsYJ$zy=r0$pV7Ij$
zvZdEvTJj$*Kzls{gIh&K%Cv%HL#&q#xX)&7FVkbfyE4G|ct_9~+%5u`O
zs@4r+Aqa9-$Fy{HcyoSPyZ0OQcP(uw+P-etvcB|&cf|4G9HI^$jOSVWOt+Yux5gYK
zCJrQNeE43>G{&f_s;U-Uph0kZM1&$XZ5J(7@2~-rnBZ<#{Kqgeyag_ne_GlfLxq)<
z(&@&S1V1FC#!s3gM}v^|s8KtR?(O|nh;YEI_MmpvKDusnvD!f}YGBwx576C0+v
zw)o~)e)EYF{gDI;6TgAS_6e3E?&wJb>kxJ$e4o1d&gExLo)qUZ?%1(bF#11z`lRiB
z?~2074;3Wf$w=DK%qNd5)rv~D`8SBc0@+%C0+UmZ)@8MHQ$vbON`jViRdx0FY17(I
zn?Bus_3HL~k;O5q;}@#GR&m>T-rM|siG=<=?GYoE&e++qw_}yYSpA_xJJ86G$$8jN
z`F5-%gFvB_=5NQfD4|s~{n{k?qR;q*c3ecVm{yh7F`@K*#$<{a6qB?8Ttd`MdZFj#g&SbXmEFS
zyep^s;{!=S-V&HAQBhHL^oRQC;#p%)oX9zBDs0K+%en#Wd-&z<>F>avU&SGxut=&e
z*(3F}bMxtHT3l~EeAodqvhkWK*^9E?`re0+964~Mdd>XjZ~foBTUt?^t}edk+BJQI
zebGq_!3&J|NDEk>_A0vVX=N_D?mBqRpsusmx(BpWyckI{XKT=d49xZdKl`ClV55g3bIuh?47(EABmHNPDuAt6S@bNlL&T
z*{=ysPJ_0F)q930>qv7Dx|_BCvmo``?&g$|RrOV+rq+uVWxaUOgTNyT%2P6$yFquB
z4(KAkIL)K0M8pH@RddcdR9!?i(F|obJ0~akab9f>joqpX`V_UH^kLQ@pJdOcyBjpb
zdtzFIDaA#mAj}z}svkM=3Nl5#fZ1``;}kXOfszD9=S{Ktb-s1yrp9{ry`le-zz8g2uD&p+hQ5Zh8hYrZOut
zbKAtHsb^YXut|rH3jgtABNJ`JUNT2W*yP2-u#83ca!KvM5BpkTV`B||j?mRL=K{`J
zxNs+^GBU4n6eo9EXmM}1-?(Au=jRtC)sWu7$R}#lDkWsIiY|qZaUVZxmLfMgl;BBc
z!7U%#IdgWvik;AJk3I9gq71hTqq7|HtCn?tP-PL>K;Da0xOVLtUUMAsk5VVy>o^F#
z_f65*H^tt;L1xpYO?dMrpC0EMylroK_F#3R#;oflDU~`KA1}@Gna-Kh1qbRYa2xkW
zl-5v`-i9)Q(6P2Y@7OjZB*bpbnuli>%Y6Czy>;u>50oEWN%#DmI_Sl!2{
zJAV55)q!h&byImqXq>+EZ(*&Ya-RZwtXGv&PzX2pRuhrM1RhC2p(EgjAL|j1f&w0s
z_g9AQnc+TP9iJtK$=;EWz%-ec{`52wIIMni{ZgK_^Q7(RmE#^xD)~ccv51~L-@w;5
zy;RT%^v6xZB~50SjTpaXF?FiLBdV76!05OeG7oNr-=004sfM@Y>AK7G_Ni@gsNNEr
z#o0veeH&sX?Ul79nh|YSRpG57{`n_>Tmi-Q_DaEKc1_=cspHy>?Aw%$WUej2lMg6^=<5vhHnaF!Cs3
zWa%`yR~J?&P(k&h<9__2MJhxdL%6gIq#!2Sju36z23s5}4hujrxBXF+H3Ep~7^o+8
zvhc$8?J{Vs3{b8qZrk*d8Ovr!k!n*?kleb-m<-|N5k8Z-`Rk)f_A6%xgf8-*Jh?@@
zzMi1iY~n;Nt|G_A@9RHIF)Gmud(*S@RWU<%dzX|DE@mL%)f&7PP`nHFh-C*?^Equy
zHrL)drpi`6`tcPU69VKSR5jd7yLl%Tds^b@#6-n5O-zfGA?Ce<R=WK4Y4l7IMZW~mJyQ~-HaIXcG
zit%RCX1RC9{9r_`t}m7LZFJ9p?JA-nk~t@t0#P^`ypsB0d
z?ahrXfpKvfI6hhV=iDruUDOIi%X5Rn%A&3uiits8O>7O5>g*o<^Ups^fuFh2;vrET
z*hNFIw56>I8?IC_d0d(;HY5Zs(Q)(VcPIO{zV4D}m$o?7Ey8BOgS*p=#vTDdVfxKar7sXKijwm_55Q?y({^cW_~bb6E@b#QHYviUYZGZ4&3)3wea}
z>uO^ujYqqJf-q4JG~(tAnq_I}3tl869Riw8_lKRn^
zgl7Ws6LBX_$T7uBxo6K?FJB(4)*QEH^+>!X3JJ3A2N)2FS>6E&Jy~@g?@j<{KjQM`
zq^HlHpY3xW!yAkSGV%gTkv8qL>kd_kNootdDxyq&E^7YG+!H;0{S?zt#l^(N0-oTA
zi}W8@DfZYge@^#>Ey89kO^LGEP`ZIJ>cpOy>cCu2o~YsX?~yreX12umH22UXSh*-E
za1Qp_47AH{T7Bes;4q3VZOE)Kj%10Qx_1v`JX*%vx4k$EGL|NCy^80}o!b?G>L4~0
zUz3@i--*k(e)Hz#v%ElKullqYgZeyX2F#Y5BL@#g;IOU5j2Y&O7pvlM<$}$uCgs&^
zDlIP$#Cng&`j~S!SX?D1CjoPCQIPx0+(MeVGCx)d4f_RV!I(p|PlM68F>`<2haf
zoG9Q}>>lArr!kRjCi|bCIJ^JV8#l680#E>9)D?U7+{tZuN7_(yWu3Z+A>3ECpjtro
z_pyEXk+0-s;(7Rs_2qeL=0Zi7sQ7i-*6tkR05eT{&+nBXNY=+wrXeAcsq(N9UWQ?0
z`Gtjq4uJ%G)22<+1`ey6#wDrv_N}zCa(K{`85S14B&f_1eDHiNa^4zya;uO`{i|4NX%0qd>bxbfEBfwN^}D&O4bj=`?b
zw)vf0$Xl*-a+)w`->rgzE@X0c_IG>@VlrWGgre`9U4)8K(KD4^1Qwhj0i*dg4qS@}
zaUidwk!sX%dX#6I5$a!Ts4fmyxLX|25n~B|3H1CBEeU
z;^-5-3(rEP(me0n)-_cD0ScuAbWtN$beyVWV>lCR-_*|DUZbJO#&XcUCcC5F=K*KdMmgx#OUTFb;aSGQF5B2i8z6k#>TC(b#){W*p6j18)@`;kMn!a9RP
zbO4tZa17H89{lhFFW{``*f$t|_(wf!czTmG<`|84gW{TWpI<-vayWTd%Srm4O$`87
z4uJ_^Nqz(pjDoMaNv3<=w8q57qOjig8c>pmWk7MHs$R+%!PFxS*EV%nyLK2OSTdCo
zYeZ}f=!CHyShW{&KpeAb{o073^@L7crh0z|Jx1eV5s{Nc)i1hF9w*zIGB!mKXQw=7
zt*WH9SBc(?PW^1Ht%H~XEaD{6Adx72twf&XPKYx4AKSyiW*iBc5$#hQ;4d!q>({DW
zYKPyENq{FsxY{@}~+W+ajsJ~htnwrBObR$Om;
z{3JO`DXMGABbT=)8^g3oPL}&%^FeLT>~Z`<$8mmseg<*^v2zAhe|a`oJQT%P*Z4@T
zPHW8xo}NvHd)|bpjOn=X+Tn>Cf6R~h>TuM(GeLnV&{3;VjKEy}>*V*hz`fmvgLY2s
zG}M(rF=XDj{R`DK&S!aosvkd=c09rm7FINQd;j!)!f!e_I4mFKc4&ycPqPt#nGTI1
zMxG5-M@G4K_H4dk;!wqeMFBMcZ`?Abau<-6HWu@_zOG`y`}gmAW3(7uqnN*p)gcI(
zs8sdqyd;*qLgav+r^yjk7A0%!xnQJj=+!uiL)Xf=YWnKeR}~qz(&L)3i+=~VBbzqx
z4iA(g4;%>g^_5@@18VnAqG(BFBMb$z-lIl!0aEL_xO~X4Vdf`h9MMJ-pJ^2e$QI?`
zTA7jFj>IwfQiqdAg1U9oSqZzTQwX&V%eWzeEO$*!I`}fN&TC`}#jvdJ&RD$@Q+(uJk;BArXg$*m{K5M-mfBLF*}8@a1=t
z5)!at+%>>+whm)hJIb!ta
zzCZ{bKi;>cRkm{F
zSOxaXAhPz5DhIs*%Tk{tw{OZs)tp(tdWwoTf|z|{`fJ{M^ymbbCA^+Kn(^R7k2!mv
zFzm+&g7bNrfts3r++cG|mqy~8DTDUyBs+N#^{9?{A&VuX*v}#ZhpRd%JI3y}BD#1=8!$U`psn&k%YBJA;Gm
zDal?w&W7K-;A7NKd$*;S9K1HBa%h+MKYg+QWeTjce3AOubx(0tIl2fRwtZW}vcJli5gJhncsnT`n*3BHePfCWA!7
zoL;v#B0{6V3rtw{_l!aNB11zv;6@`TODHDRXMjh2CLUuR#DludiV?i#z%KIF36Op#
zk#3opx%_E#)$~X+pFVBcfIfY;lRXE0a{aXq_?bByC$PEsP?cXSxtNloVPj(hX<^x#
zUWS`PP?erR?01|AVfkF-&meVT`YB&*Prjud>Krk!K
z1QAVQD@DbW(aTn^o(4%dDaL3h{M(bP!P>W}lSOnTUSQ9jr#Um<+J=xXJtjQLWj(o&
zX1Te!W@ggfb;ea?op;@FopK?)LsKeuJCfvhtox50UR#hi7m%D7AuZ@l$gruSQ+a^&
zP^_X0V`(ETwAhKs1WX|xJ#8uXO~Jk~^?4@Qt=690yLowG44xM2M!aCgCii754m1!=
z;(vIOU7gb}UffHOZX$t<3!~Hxw$=@K@#@tcw$kCfUf7@gF)_m%{=CYlf6O;=h(3`y
z_STHYIX^){MzrV&*8Y#Gs#sKI@?q9bB3JqOW=pZ6;;hM&+ip;uL@`X-qqE|#h6YO_
zN~E7UDbAvJHK2e0K;WSMvAa0Mr1R##pP}5^Oh}Gy?_<2>L7`^*(Aj
z;1ksXzZJW7?i3;-f`CRH^#p+)T>l|>+|b+}@HQ5vdyoD0Hti51JQhqZjipd-Nw|!@
z=@UYwTOVIOfBp|#m>0(0-MMOTQX&BwDOAp4RZ!kjQWOoL3_cdrxK%Jb3Yc4l<_}Yy
zhY;}f8tdH@^{~{$zhjdz#i)S{!1JY!kciloc1NyJ%X-0-GfCKk;
zQqpkJ^8T9fBt%aDIdfS$0NrU6K9_lYc-3{+odTw@p)+)xP0-zZZSf3B9DOuvd%k<5
z;o;!{TPn*@Q8GeDCk_qSd_Z-fJgT+-{$!q4yS~ztEJ3&#QjWXeq68o_%qA?!xYBaD
zKKRa3pr?>Yl#zE5U>3jX*V1e2)~z(G+Hd{N1#}^KWSYV7iRR{!fq`-iws;DHll$h)
z5kSCkM9b(CKKdBoqn=*KTr+WHr`2(({@zY}*r})Cz^#|NO~r&#q!V|Xkx*jH3I3o5
zWp7IYpQ6Q{x12rWv->xd%~~Xtq>$BR*B!Afly;8YzHPQMG*qlJ4Z2d;hX{N_kDfh8
zWSW|}e0w=sSQ_y9olGV?iJ=hp2FiaNBh#NUY3M<;7v=&1oE_wg2M!*zBC_~I0wESm
zR#g!j*Lkd0IeypN!e~d~AC(J4uiD`-_iaH1a`9R^g(5GPmFf*3kmmmKG&+O--C#0`)#WgY*CJb$2Q|1_EOR30G=nmY0_ovIMs%
zCKZ2qa;zO)L_2OaylV%tsKf{p5hoGRr0)-CX?4A{d<0-~%3G
zwB1usr-52pI{+YyE>Q6myVqr6^kt$PEv2@zr(j%jIo6Wh*b|6IPXQTLQBiSpa+<;#
zsD%X;$f@v%_wL@ct2u5tfRN%T`Q?D2LqmDPlSxS-&yyCIf_eO;w&YR$&fjhbT-A8!
z(w%UUA{YZ_!hugC9mHWX4QPb6w%t8%Fc3vWGzt&jUaE6s?ACvR3Vu_%*sG@0P}>_P
zR#33Fx(7acqpRyNaU8(|f-TN8aU-7s58Qq5AOsr>|8lQ@LUB?;75E96_W6
zOi?!ibIVqT@RC6mYgRJ)`9XeO`U;4FoW@T?3}#286~fAjwgnWoqn&|}VJg-+sW>`1
z+U3`eW!F7_jZiak+YPjAPPTc1_1H}=e(lDM&N&+{u6{AXi3|u%(l(UhOc{ZsL1}p*
z1%LxlQG}-Pn66o?R}bM1hvFb7fR4Msg{lwRQ+|bgx97+SvFJKfC5TS-xIJna_oJd}umYrnraM4VAP
zwY#?}yu_oBRzC(!o-v~zmxp?)*-wvi!jzHge#Yh@I697laP-)*iTv8Wno3EtvBShq
z731t9x62OSeSu2IuW^A{u9PaqBh0Wd6a$_7IE+jCwvz1HDvZZlpYr>T&NWBawSvT
zr-%l#1JlgOPmWUav;sL|s$=-^X$O9UC&-wrojG$RQ*ibFFc59^!)o)BAZygB`gQKy
z8Ma+KR_G~M@>IwHB0@!KQ}IPn5lR&rBbCx;PAXMYQ=3k7Me#uw=~6Wj226+(Iu$~d
zAxiQ7-Mc~9W{lc}>K|XPgL(XHsCK})_t#wNxoymoA0p4rbsT}04J+BSV#Nv`)-i7$
z6+33Y9R&%cORzJ6Hi^pqRYYIHy#nCTXEq*3v-il6>F_G2`AnTL<2Xeio#>3Gp<{Ly
zG%t>`)GpIe6r-AhEQYRg4o?9kT-__E!1>MThtdDx0?g4;5-vi@E?_J)mGf7woB-eU
zXsFUK+#Y16xqOF?ws!CM!mmCANsI%Vx?#hH_n$v6$jSU^eAvV%T38i^=eocYfitW1
zduaOEhB|k-Eo(&a=pyL9NCTJ^LEEC@w-*-zt1n-PyDYV3X&F#e5V)2
z>7Sf9C-Tghp{|v0kBAtZ_}mdiXp)%EPcGGZ;~la2c3}of0!fA9Dk@e#$&AgTnQM0+DjiWvc4;%T;px{EQR2?;{u6iMD0UIM@Nq!-n*%KlB}GZDIf)z
ztl!{PCVzf*#y6%gR_gZc+Xa*3|ICb+v0Zp|^MIi-U7kIC+L=b&TR^q;OPBgVcW?7O
zx+Z<={5I8iXr80}Md!kfln*<<_mnDdHxk7iJ3C)GOG+KMU~#EY*+K4uz@Qf%3jPLm{RozPxKfZ<>Jc6(inj|3MNgy*rcrDVs$fF
z&ZNLdwUjb%-`?>UL6A0r1WCrnTvtEhm~KxN-}uILF`YfT=E$F|ok1b|!9B67a{}L9
z+Cb}7)S*KcoTm!>XPbbD?;3LixRYbLJ(^
zNwRtjGtbh>N}7~vhrho)*kJE?gUM0paKC`pNTkmv=)+*d@*PG=vGJ;*n%@=uuD&?pzHIVdLMDp240O`Eo}
zduSd>!N3G4Cd
zI4O<~40-b^Rf(WrKm)k4uGk!Jf%$H=tipZTVLe64QLEF9-G9iM$wJA34=D<9f+_&7
z1^}y-{zZsFp`t>|r6ntCi=mxW{-^1x`dE)0_%nOPn8F1+T+-7EY=Ytx;9PqG`61TH
zl9ZGbH<4}@x_y%m1-cUSEXm1pt*0Eb+U$Qr*G9~?gPEi`dURJ&fuQVzrM4-5LrM}z
zHTU;7{LYJgeW`(niVDNNM8y^WSJvw~Y&uF=A;+ffzm=IOmEO{P!?&CIEwIks-FCsl
z88T!@r!HM~K=w2}W~KASZ+|ew56-|uqW&*QaUf$5BDNvfkeE20)RB*i3yN5+9VTbJ
zi;Ec+y+>s@7ZQff)a%V3_qlr?CJAr@4ZGR+WpL&a$&&dOwKO{^f-(_K=@26~A(>y{
z^pVi~QlVn8H>FvK-Qs4DAVPDIfh4nBe}wbXkViMVsHp5>V_GwuyOWl_k4i&I)x=5d
zJ9N;2k@io*ut9_5m!??nt{FC9KpQD3sUgLhk2VpGDgehF-(HjZ>euVtmo~Kl`#A4>
z%~L)|)IL`ib@FQbY5$1&-=PmO&bUpEgB&p*>-!F|Dau%^?hhUXYEyB5#FeaHI_q~mut`v8=&~A_
z)SElYzklzDD;HH;Qf5&u;OmB#kwi~Vh
zf>SIy)#nPVkaj8756^nh(;
zR}K1xFbWMipmnc(RaNULu%0h(Fn(50Af(Pk?V4J+U|b6d=l3@%8O|SC2p3(y$Fy)V
zpoA$KxoPwJt?#4@^6aBW3e+CvYH!@IArqMMZSLOUqoySBX?rHMtb3}#BC<#1WNuX@
zQpDc3J1&5G3@ya4>CYcg;sp#3Q5p07%-mL3HGb_bVDmWkQCWAja%5yAMTsEr$2bt2
zm9H)jHPf7>rtz8)72_|N^fGCxlA$9ZHqsKR0LY(pUJBp})zsYs`+A=L{qolww<_lr
z;($-Z=_dTWHnee3-ey?N`1R|xx#V{ETlU7`&2?9(5XQ#Fq702yv0t%54j_Z2?>%;`
zn(xaty_JGxT|U%XejA-pe(;@7{mtz%EjGCM*mLI|g=k^NK`?{^o;~2*yLb5~XZ3-p
zAkHUYIR!l`yWP4-H5isWTq?V6!Z9nsF}VurwItPT8v`5v+1=GGJuVIWt9D
zi}6#Zwxa-$#SeU4Hm*!zk*!y4S3cB9MWx-iZ=MvH9ez!9b3e3ye;~(5Tjm|sb-Wp@
zB&7$xfvqr>_s6z5*&)bm2SKU0#~eGdGUc%zqsnxA8)H9y{@gajx_#mtdCv8ag%>SK
zEJ`}0<9<&T>TN4@9%^jdOYn5&Tacymc&`>UZCj8yXDL)EQG&w?%(Af&{v)MneQLD^
z%?2QSpI%=ZnXtm$T|cM|L^^O2!H$Kw3itH)+jj$TD-#9Pxh%Uw6NPQR*Q-VU0a>M>
zbK2WWk?@(BnI#)-kO*S#_+FXearf~An2cS5*pOcP^QZEWhP2sp=lT;p$rC@gQ97hl
zEZBh0huJRJd(Lr@VR=UhY!_kh2~Rt*t&ah+E8eE5VCUEE+fLVr6wL(CoWVUKcJJ=3
z9h=_Pd!{Iti{Nm`(4jhxcRP_Uru-7MzN1zHrylpAu8x?}az`3kmj*uMQn5R`a@W5d
zFL=_ob8_gdQ3tzH2F?_mTThZY=FqEwvV?e(k#*4x@QF95val@?g)
zmEqEvzub!LdeKDPJhbagks(k-lOm4hkw*NQWoXhTcF7)&FEaWR9q8fd
zL#RRK49>QqW+MQ;AQNMuaHX(?qG)Ke3x}>E2YG`oirQgqZq<+FCq#hNv1994T}uOf
z{W!`nl7g?>E6X8V9_XxS*?sA|P0N6P5+JaSS@(9wkt1q7M>}cdPsOUYwzajzdBowe
z_yx+wo((a1UF+I9d5*C2x@8+i3j=)~hX*=UTGau1YjdEAUcHiOXpmV;lqMp@1Jhcw
zoo?>#@B!K?^-OQ)xrh)(v^N<_e)xI802IVU`$mFQksth1v2R5(2T7221(6OOpH{zq
zx1i9JmX^XB%%Ul1Jr>B5i9x+J$x^~(q2dZMB9=Ovz=%;d_u>uR&W)-vsO}q6vS;R6Y>zydKTQz3`gWPl
zMm?KK9-4v-%iRw@!p|NTZG9YQzaR+BawHM3d%I<>XQ(KtZ!h+eT)@wLCX5u;sAkw(
zSSN(I)|3pU1}s)-Do%~hp0q1%W^PG3om|^VvVqR3cuEa|E;33xIsNDv__I&X&!~X+
zq%c(iVpvMp`P$_%ZhdNPd*~2^)y(TzwdQ#*TUv^bXtj_aFzpz^NhUN>L6k_cPVpN!
zOkLV`!d9%H-|d1&F(!d5FAXgByKE9i84olgz7RY(i`-!1qb5doC11KktC1`TxIJc!
zoGO7*wpiGJci;zcY=NvJ0xPw
zw^PnQq65#T&T4#kyJ^ZXB|+ALgr8ujK9O2U03+?&!UOQfYCtZPZ5=K=A#p0MMsQZZ
zQu{PCulah&c4|wQ#amHH=SrEhG;K+a9Ea`=d$hdv`{dWKH4fT03ChAJTJO1QsP>oMWkdmMoYq#u)
zV6YNdOp7)m-zeO*
z$#TypE?CfGYEuPXmcP2|ID({D=Vsp1=OlIpYZ
zhjf)|=mcCxGtmle@{CS#RnXt{3=JJ%CrOs5jCOx({pvv0d^4L%PF*E-6lS1tb=SKj
zalPe1s@HAX!nt$r$g4j%IJzA>@A$Z9{~3qJkr&hQAUkHvm>mHDOIc6XL7%ICz!NVy
z<6=#MY_hW>)QQ`Et=ehZ-;#a4jxB@3YzMPeq@dSbzlvvAd}DJ5g6%BsLkfDa?>~Id
z=-amy06Ol6z^(xpDg`}Qt-gJq-Ov0dI=UlPk`}7un^Iqb5=0b|n;SfKYgNg37GHak
zY`Qnigj>d^9OQUEIIQ29x{+n6f~892#Y>l74D|<~?4zkEE$+dbLH^Vp;i&E2yH}*M
zo??Vw-NH45>Jxx=P(2a%8aQV6;lm+hGQ!HQ9!3LsM?Ufy@YG(|vWY2`l`dZ?_k
zvva>O4emXRJ@x2-Xw`(?lM(<=AXek_-YwPdCR#68pkZXBy5;+8Mk4(Y$rG>s?Tj;_
zq^5?3l$k7q^X2(1ma_r?;uGki=0f}3ylK3tse0BLXvWD`uH?|(yW!pKw*C4Cc2LQF
zy9w(i^{7et7sln5=2iEF_+(+gTS<6+JwtWc
z%G;zWq^A6=d{_0yuEYUs|1olVZ=%+HPNZLTr>`N(UOpBstN@K{7khx2nM!LfR|(bNtKNSMSlntR{L!WGv*N`bwJyJZewN{0Y<4|U
z_YxHIHn^Z*nhzd)+Q3}MFwFY{x)XQmlsw5eK$gQO0_8h!!oDo-J`bj(=nTBvDuQH+Io6j~FG#CHSee@`YV0pY*5jg&y9t3Fq6q#rXjyrcw0nnYU$rNWrBkU_3LOX#B@dC0ezi46g
z{`H}Iw>V-wqm|CiBfTGnp8-5R~R5vK0a0ayJN1B+t#gF#OTxoCO}s{q~e`-CMgM)yY+{wJi``q1F&`n
zYv%?3-TU`V
zL2F*vkAmO`TH+7ZCrKW3(|2KXwNVmpfGhPSf=X|$9iHk@D-SUuld?S|S4mizXwZ0`
zx2ONi{2N==5yWRf1;#a+;;ZPN*o&4K2Av{e
zrR(^DqF%ZqN0QN~y>&{GDF`S4?Vd1mrUE&rXqm06%Z6hkbu!_$xZ*(I3O&acn^91L
zXu<&>JpK>|Q?!Ru#d_rcS!P=6ACKnDpI=6Ect6#HA
znN)OhXGi<|A*zrLl#0EX-H*nyAMYpY&KRe*frh!P_zZUsVIE0%9%RD%Y|CLG$gEAf
zIDgQ-0mFu6SEjdwK@P#6#$v8q<5PZoMoj7Zv)WM;JRg^*MAUWBg74~ZRhc_nOF12zVH%`JQrBavcVRe!Bcwo6_
z&z|ifzJ?wT3hnpR>C#wh-$vipCuXXD`ts%cX_4Gq-S|NsaC@lT!pej!takIv{PDK7
zM0m0gG;=5j*Ud9vQgdPO^8=VIY){mf?em9-q6mJ!ZO81?^6Q(sScvmMYZ-O^ZRH7c
z4a2$dqivw`LXit{QtqFd4H!kcKcpei9*JG_y9o_xX;n!ki?$+LTk>F+x{{I~3$_%l
z{ez%xYHAO&lU={g8$}~Ro~u-IzCIu-L{$wFlbE!Y>5WvX#BvN@k~)qyyhVL3^_lzj
zHuW^wW6!=iXGj;^o3ecQ$3^uQryRQl778LxF>!X~h-zPtC364jf;;{xEpbQc*C`)g
zy>%rGCPlR;CwDc95vdAx6(}!-La*p27uYNPYY@E?a_|W>Ivam^*%5Zl;g+1YTUyU?
zUACrj(>4E%!_(^fNlRPFc1`h()!f-iWv8@!_SvG)l)|E=J)DDv)^(el-P3Tupl)qW
z2E`5-6x3l`#<4f$zcX)KsrPM@H|?X>3gf~UWxc}}9vR$7N~^mNEk~pX4S)IMN!JH5
zB5E)j{G#77j4I7Rj@m!LokfWOA{BYjvfwfjlg?cD?PPtTU_rVM=Ua4ThTJa)=Bm|;
z_kDTW4k%C@!Uk)K%+e7Sa}?f84*l`aYv;^U*dTzZC}S^!sl)!_wetP~OQyu9*uA?P
zxfaE(BO0CeRqlaSO_fUbYAMC)Kyn^p8$zMYMFc9uPri0Fy4(Kw0#%j_qLqqJ*$>hKRTFPj@~fEIG`0zNWPM476xX^c-xQWe8+my@9Dk(^BeIn%I~=({
zSEWX$Hu#sw;T|(zUZ%<&M>j^QQX07x4KMt`@0j-66G!FDjV#}AT->JHC!Q~Ja+&ds
z8de((V*b&-j~>PRw0U$`Uj`XK5Wt{6-zj>Fikj-|QNc-;1FBH8RioB+UIYMK-6^+j
z77Qoq5+C{TQ$nLeX1*i7b9b(z=%82>bJOwW9}=Y$=CYnVefmO&O$!(H6gHP?AAZ*!
z-Cf>f>3|3d%H)n2PoG|xHRH<67t{l3sdbZ^jsI2#Fe-TVOsb$UCcbd*n2K@VuEyUz
zPoVJ*SVnuym_QogtgV&7iA2yxFv}t(S5Bw9Jm|{hf`Wpoduu+oh6z#Ia#5XZTQ00D
z|J2;UBGLo!frLS%G>)GqqY0p7vJ`txJR%BMZayt_-xdiN5O%9$+xG|-BEFNq
z)vH%a2uK7{S=Yz(Hd^GpC6mp@eaH03)p((inHi!I&O=|7G4oP6!kqeUSXQAuC&
zW`Grjg583_r?&UW=KCKuf|0Uxow?HI>Sv7Frb92J=!1ZVV=---Qkf8l7beVKEOP-@a)1%qLbOk`wS!#
zx@5GE-oQwrj8HT_a--3cF2ioY`7s4G)o5xy;`ylMVclH+s?&e&Kcv|f%N>bx)jpQ+
z`t{<-y?bx(JzHgRssm+NvmxDTw9IL93j#`bL4@)m#X(NMvcciu{V4+V6{)&UC1h+t
zU=}8PBXr=6)Gj@yEbP#u-sFq&oXrg+HL{Y~_3-bt1P4gt0TmHX*u-YgF-TS-h>doi
zJUQSzSd?J&@Jb7AfV5lCT|9Z(G%b3?wIGmjqdJq&zJt2Sam=pS4j~VtU)w~a`lm(S
zgr0{zBq1Ar*R6R1TBNxrw`lB%>4(fg--4ji1&4+8V?*rMY;Ud1dKm>
zHgC3H+@Mw9**kVGbnQaj|J{cV6W^w~XE{D;n>bg0)B5$ju?_D*`1wHB9&{AWso|2e
z&DmgvX!zoE?<444M3M(Y6ct%7MNbsno?J4)AnPIh6nYuijktpRvKAbkRJUqB;M)*7
zOCoUayQv)PCPauNKTwj04@4a}5COw9l3%r_G%K((6uu|)3R*#%#_dibWDS}#s4srB
zKf#XCG5rZnA0A+gCgUw5avdEre5KyQmUBd2gD3rPhLYPJGRZxVKa?i4c?>UzO?{8`
zPOU8NG8^q?kZzom|G<8OnkT)CD$`rKX3cc+%G|qmOLA|ISw10dH*co2ZCu9tQ~F_L
z18v*NN^5qJH%TmTB|UgTO0yAm_y{6)(gSnu`y>wgo`V-@Lge^6jo*cG_g8
zZiv`LI24JluJ^wPdi_do)a+yY#9gh^$U~%cf3)2VcF>r$q(}d>may==r}4_!AGsfQ
zNIEJC8(FPtMq?X0vXX@&y@l*+7#DuKD;wU8IHX9nMDkzcv-4
zhDO!(I*fq9zgHHGaTZ2NlMqv{0M+FiEzaI&F|+eo2UJ0@&3=f_4&oB=v#xgA?@`|4
zjgbLb7lcPeM3|tg$RaQ19V`0qVLVv4A@V_0oxeZkA(~>WC$IF-tA?0&wX|Kj)D#o#
zEc#h*Lv3w&c+_=~Y}b{eM{M;+CDB5T9FU$Z@;fxI)5X50GHqcG3o({l9^X%;5sM8d(7w|=Y&
zyk7~A^#O%kH_}EAuwVI*+@XU^?##5YnTG9zDJSp_Ni~amnnmj~nLze}c36%Ld;vG}
z*8mW#pICTAO?jEu@!TpP-^hdnzua785AjJ!Jy2CdGQNSk=m9DUd2a+o`B7N}hAjEf
z+~LVc9tY{`cg1zH2jq)9z$K)P?$ANBjD9e8el#TqckXPUPup=~A(J`Kcxv9ecWcYX
zru&hPE$<+ykpj2sRsGy?Ogiq0wz(dR9wy;3%!>zo)t>Qa#ThrypdU;?C)%=o`zh$g
zOnIx5(MFb=00L;ij=#9+I&N=s%o3(UY8cUf@8*%v+3FxqNJn4})$K_(*1%=V76V>^
zuN39W^7-x0x^2pA^X&mz;jXZhJ-8n+ZMQ)Jwm|a;O)+N~X+1#7?<%T~e7+H)2{79mDI_k-)^k>fk=>LCKe71Z(hoU(P
zAt&ia&iiLx6pIlkJL*a=v{(6VbmK-pB7DajsE!aK@ew`?w+BPo@T!S
zV-}#48n3H~rgTcwooSQKw~S;;*s{2XhX&pBPf)Fk_qVTE9pivZb3D4P?dB>vB!q4-
zuR74Yklxf_&9-e5H$|L@|1rlQz3%1Tyg4=X
z&j^$clN{y<3nGw?q4uI4BQ&d36}TNx-nJ@TgY9D-0GD8Fiq2F)qKBftw3so&4Spv2
z{CNO}vfK8(2-);JKCj%z-sGhVdDZ-68K3v=i7_2kzr0{%VWELt)q>_f&%fSY;zdZS
z%l+f_{M3Wsq35!;ht@AdC%*M2vs^;tuF8v3q}jw!MQYk!K?F=b$t@0=>8KqM7M
z1Ae&h$@HfvFPj*vjB@PEA@37%vhlenm)wXQeV%5IM(-U8j6kjvi
zciOYs#>8}bI9yS~i4!xOPHi)f&)9uAcHzx^++b~eeZPbKEHOfFvuzo)mvob8fqmAl
z29x^glAN3@gr`E%r0@>I)-0m4V?tuoe%D^w+6o>T8QsF?H_1Cf?zN+B8aQ~c-N{Ze
zz|Ke^DgzarfLc(6<0QYYtQ&r89tfuV}Ci>qGDe6WzmP)vVia$WCcpKq}!x7-jO5+e>$)Mh6J#E#+mGd(N@81!o(
z!U7v0h_Sx1!9K#J5W)>JmUK>pD3^EyorC56i*=C6(Z_W-Mks)EN*wd0S$P$~RR|g1
zcgT{8?TlfVQt-rsIO4<-udlN*yFA!9EQPV=c!odl*}Q18VhKt<>4`9kpeYqe1ZND_
zED!6xYYrT_sq^o~jUF_z!bGtjSBoKfjqD=SaP7t!KKOSpFIIEr-wbqjzHc#_4;a!V6Ohm47UC`dq4
zv~k{GMnL_dd6b6G#VOa-4LUX>w6|j7~4)k7@myfvy*S{%q8@
zO}BvqHNX|Crv5do3aE>%F+u^wM-cc4;IkovWuDcRQ5K>~AQ(`M3#*9WC~-s;rD`z{
z1TW|ZJRC#^FF;uU-_sQ&aRHuzrZ8Gf1w|_3`X=Z#5Oeo)nI9{9V*q0WKEg4I@0=#?gV!|%_QUggwoN9T|zf6_>H3(
z7>(A5`W=c5<(Yq)^U_O@SFp3``{umttYTe>N@FbUm?_bY8d064d)pwxz?Yad0Y%kNH6x5=v#DTPvIPjc1
z*R)^1^F2$)99m&f^79Ugj`kFMr-G*zFqGAad5iHv9e=2{fT238`_(7o
zEi9u^cB6?Oy|HXgP0=@p24BuSON_deIc^!3%-zjRk(ez(P2L>O5U0PP9E9~ab#WgZ
zvQ@S0Z--EC>EHr`V1>RMV-ybKhZa_W0RcMQx;3Os%;ba17`tic>m!f6_hi3$?9ozP
zDPw<^{oKWb$v>vnLLk)j`75L)WNhNSKjYpj+eegiBDRUZ?w?7U@g#(*=1Mg@y&y&W
zBq18|UC7x2s9Oa#cp8|&vd=}2!Y3r(?gQWqOvvf^m{fz=05?;n+TFvS_#UN&1G5R^
zI~%LO63Ym?ic$l#=KcZ4sU>M`o5CRc64qQx=XzER$~6^L7B4O=LRwpf!H}yP%Dp!e0}F%KG4X@*QJB~x#;Ne
z2uIwX4r`;yNE2$8q|}598DF{G$$kk)z|-#EZzeP^SUkAutv?|`*ta~+xw6a3Q3UM*dU)&oxq-E^9U9}GD$$!trv^LBX5krt0Pn
zMe0Yf5TBqxe(KB6-6@*@SY?3bjU`W20qVDwe^SSWMG@i(4B@B2F7rWdhC8^dKb=KS
zMtx@E-P)j+Y4|Q4*nP4P!*=QtEd24S240BL*v&_BAWL1PX_G01bE}9s~qe
zVeemohYzQ51pwbgH*vHaGbR-@IH)sYChP6rn9o497u*t_%gujZLkUMLD&)8j1l~d6
zP&+R|(f#!$1Xv0@%lcbGpStQ^3fXYXIM#*O1e>ja(PyaDBC$RF`VvV`dPasZ)U~KqWDs%mtLe|)FL9Ci$E5eTSybv2$UnOjDUa-rC5oEyon^IRks;_O1(ZBz$bU!s
z80MvYA{;~!k0P94Ew<5dNtKpAWb~A|!$!RFHW7dcV#NmjD7MZbBs4P=tTEJ-_p?L=5}A65S6_=fxbc4
z>FP)^?>OZ0!5AR)5e}FWiQWN|6rT!bRPg-fkN38jCxO%nM4BA{qSX#cIk`^yE79iz
zu9(sexO?kmPoJE-xcdC*1MYkGHoa!$*l&)mrg-`g%|l_~NNJqGAAY|fu5bl2J9zAO
zELWV3gF58h^Q%J!S07(?|CqQ|b)Np7hACzJ{4w@bd}gLH%4VIw&aw#&ahq=S5#@zN
zr~B0HNqfIS2MZ(RI7jN
zj$Wu&AD0aCF8PQP4Edc_xODlQ<}`@IH8?VswMB@Zr@>
z4nWH~`uZ*9{4fAT+B8&2r9W;OYGr}Ji~>WB?sPivbW${fGDN_Q`gAdSA;>iTJ4nG4
zlJwSTW+g(+NX~~d1pZXk@mL>@ISkIHgMuornm&s?eUq@ntn>X2iL~HvFVCADfAz-N
zRd=6%yTr_h=$Dz$a;Jhwd-kj~mzGn);cWD9>wCYms^8e$w)b+0;Io_LKP-BpzMiiP=z_XI5hqP}tTtS&
z6j}!%Bm&1rrk~!}Fm!ZhGPD<|v;0no+shy9qnO7_7F(YJ=W=!CcX>Djsh|QOy8-FD
zX>0GOtQ2oHRJ}CzN1fM|f$;G9BfwXa$Ny$QHcXS_l56O-IFw>yQrKhIu(nieW*fuK
zC>GRj*2vXp8<^1XD&>{9vcZ4fdiCmPqkMv;_2qRs=*s!bZYb6V4bhz)YpJWbd;fj}
zD?ZjI+V_}ys@%@b^kxM3E@l7Ssb9ssN19YOnpEVksjps%U*IasIkRRdp&!iHG%>c(
z%3-UK10sPI|La$)o;c|4>5I;f(kla$@)71zpiO}u+X%D3M_+XIaA=MlKQ8LlK(*S}
zmrfO~rXdH-e*fzx*)jF`^ERO1#*95u7l^MAh{N-#25V^XP^ReUggsjJxS&tO+2!HZ
z#OIQd5()#KMM3lMK0qH#%jip$u7jnssE7#0qmskCHKu5rl`gQfYzV|lHTEN8f!+2X
zx*VRyI>yz1UlZ50;loohGnGj!hOn!k^WxEi=GG_k)udKBn!O`^0xhgItX46q;guX4
z?bs3&FpY0`5G^G!{cgy(kOi=idnks)f=+zyIW?l3z};ln@LupK?-<73K~YcXHMdJZ
z&PTI=98{wWh-fs~MP0gdbO;R^2X4K;zuTse4w{-u^zbOV28~05@E!(ywZ))|IO5S@
z)W!a4m_*?(Hc;x-i)juquW_d}n3uG2SLZQKWqvmdU3T4iki-*HWPsO=k_kMCevD~>
zBetEBaNB+hCL$4!7B$l^)o`^MZGbyQ4{;wRnv}TE&C6dNJ$m}qS>%hH8xP>AR?JG=i)6Np8`svt)X(H
zc#5U(_O(4bz4a`rD6HdW^=7>^ltSU6@$qCk@=-@8c{u{
z<-dNauD0v;%nF~M9*^O-X?G1A#RLV3pm{#(L^nqBNrk&O_CI&;9I?;NXx#C2^hg$%
zwk9W!W>7BZl>W>uelveJtUdlS{iJiPYj79DuQO)NN_Qp8EXa#
z#}-|>?59Y0zOC__yU)H&hlLf9mFj>{gWfL=dEDipOYV_*h3$24o|LtrkgdrM4~~x#
zrT*_@V$usd1LqhW^04v^MKtuJwZ83-_qQ$P%*lij(LS6rh=Hcv7RNVNW
zya&M^s2>f@&3z}{Z}znDJoG+b{9AE_>(fV^6!~Y{ev>E>HSMSTA8fm!q#Ft`=1u=5
zZg`b#1@OhezxCop(82r$N#4_ym6ffguxelipVv@Zqil+wD2i}L#6#{<>axGxK1S9@
z_wMGdgsA>sS8LzMWI|%m1
z%JU(c&rZ`)cW=2EMXk`&IQH^@px{L~%~V}fzM>}r3|>3l`a7|5;NK34jM>m&D9ImD
z!Pn5pc)#hPo1dJDin3b!Wa^{qJbIb@p`&8{%KH6|?O%99P`%q1O=`PxQ_Xvrmv!he
zCB885lt%L(q?de%K7G;v>>a&_*!Rd~
zV2RcNFxl~*IiDEjr$
zGsDQ-TwUU&jZJ=NXfunW8dzTpXIS(<%L*3yQVN1f_gz}Wk%?oxKG4VENt8P0?~7`*
zMYcN;j$%@}46?G_gUAAe7M}$?s^}O}u3WnSUo1w^v~D+ci3R2`qR)Vl!!KIp>gI1`
z@0$y@vU&8sT7U(VohRn}6u0f64$sSMbza6~*dD3>W^yI=_x@M8O3z&n_HJJMfbCp8
zpf%bZ_DVqLAI`uyCCn{IyMcfaG{B6=?AAsd(EVhL#V;=%!ld(MRS?eRE(oiF?eL<5fm4w$!U`
z7dLu=rRdzd@t*+jr7=hRV(BZSrc5yYGWcgxjmm_uU+9_{2`0K{aY*ooj9wSL?+7jX4MUG
zlx{;dN-(-ghItWnhTFLn=LBj0VGOO-hA?u^Ko#8^CReR!ab@_$P}>ml1-L?7&=E-v
zoLj=F`~3|a6oRKRCdCsfbDuvK>wF%p98LcEP+*{_%Bf%$cbEbMp=07{*!5sac6Jl`
zO;LK2@NtjL^4ltU(|h-75BI;2o#jvOO~cgcPIk6!$&?T$D?8PPbbhz)+)*J8nFT~a
zb0+_c_KZeDj28g|T8k9FNC=OK*++rV@Q-eX<4k+f>F9eG@%EfnnhnV#%^8Tt!3l_|
zod8Czcx=w^*_$u?pwF{N=h^URkX*O;?}J|d1t@*7C2|UrJd;OzJQT${oKn=PuY`NS5QdsDEgoWvVY>EgPrHU-|VIED8FHp+5zva^n`hy;-
zQ&et_1yhBSP$4eC!k__btRO=QeAnnhY5z_`hK;l(8#Q|7`u!T^RIb`p8ShOKXl2CG1GLG9wBv#1qS~
z9Q*f>i=LtlBe>8cVk$v#M5~A<={BZsnFgDY`7*5V@l17tB(HJcI3i=m7)+Ls$yx)N
z4BH-Q*cSASpE!F`fWNY)`GlN+qX|aWaIOKFmSqwO&O=xh*PpL-yV*$G$maHbb?WdADjyf0}S5LBVHFpB<|+PQ#cvn|<(Dw#bn}77QCV`}wtH
z4?2?$(kQJ!Wu;oAw&r`>n(D)F2#&GGwhWw*^X=$Rhm7|#&hDGDrSq(dbQ>ZvrMwdz
z@;^5PWp`G8djA!;5KH2WkelFeBvFEzff27gZ%R4ujH-yyM&S={zq9(^ngWO}nq=p+
zZa6?M|Lh%!>uWXTh%AmmwU#^ujn=?TB~P77?a-++`E8*5rKCjmsf0w^@>||LY6n&>
zw!!s}lMZ$^HrQK>phQM4QxzP_uNixaM`V(M?6-|+X@jn_AN#?_^nU%7Zirw_LlGvfcB
zv^ATy06Fx(pYFa}aBY2|Y2()Y^z@7&gD6E55u{-L{j5(&)%Iu=)gW+t
z@lN>FW_x>QdV%^mRbt`+7n%t|5XY7-dHuA%)Pdrbi}KWZlsrzZ@p~fLuj;9!P;^*t
zOG@_eYXqobOo|O}Nm{4--TN>+CjY(cAHzd9aLB4`(<}7g($S`>{>q{-#lhuPXp!sR
zAIfMl7PHF$b{l!yVuq;TX?GGp`qV0}%<0Fu^8|N~xO%lcVHpVfM8)7;83PvHkR>VB
z_+Qe$uEV|xZEz|=exQlm{p@yWf{vq21;_CnO`=#WbEvV@N@`<(tYYA8;?;A>#!Z{F65fes^S{m(j;k3O6{C9OUvqaLHXET~
z9LMI@d>4q>rhH%-N?pC?%o5Uu0U=dI$AVF67*AyCCL5&a^w5yxUullspK&n{Vko8K
zBGTGut)=b%j>Y_IeSu<RJ>btzuLM%)=`W*SR3JE1;?tS))_Y#+74+jsXIg+js72`L
zvGRK%L1kf%c3Y8Up|=n0U_yQ48TJ2Fs_W<+hWHL#*|&iE>a?fCrnH>RydV0^sobP51yYvkm7
z9VHv@*>ns46w-YhiBq3&p8>W-|8>a#?NV6z2msFr<8WgNwTBck()qy%GKTlIs+u0#
zx9h<2pFdH3bhD;Y$rM8y>Q6wG{9zF%3$n9Tf&J5qA3mQ}@umUB68Ks?zlZl`ob?al
z3vN3jupxCPzyFw2T9EA6kcJ-6;<-uxXGvE}jop+l42d0tZnLxKlF<#IG!(y|(Srg6
z-X!^8c7ZrpNJL7CgJQ9HOgd=35-tsjWrK8_z$6(Dlhql}zqkM8QW;W}6Vi6j=*Xd_
zUKkIXnP=4J*NE1W!c{Isbv{NZlbVqc)j2!vOl4?~{OrvPPfDDo1SGWB*IdW%RIqs-
zWqtUOFXw6t5&*qi-5;e^f@m7#9UXc4OUnR*B@}6P>)u}daFvn|*j!+50AU6=_c0VA
z8JRz%jI?i9031xOziLLrxA{QJu}jYN{wA(WPyu-v`);IBhADIYkBxO{4~fEIlUcQr
zMf}kpVk-9x1WFxx1Bgk62CR`}#ZJ5V-J?Kr+{WUEid-f^^l+`P)UMf54KmE83T);Ua-R
zK3kZrFt+jV>~EbgjstwqV3-bMl_)9m3!G!u5%Yug#pC!e>EvUlqrL4tEG&KNR+F$~
zew(Lnn3~?VS?b&s-IwHrsm`8i+WxrE$Q5tOx`iZf&XrmvtpMT%F=u(vqgdx}#fI&3sbqVlj>3EWrhu2SFZ`;0r3X7z^;Ov336cm`eA`FzZ
z9P@N}K?wR!TKl=G4Qtonwz$Z7lFUx?8H4l}()E}$N1fV~CYV6}=}kR}M$)WE?7y@x
z|4f)Y5E8O5Hu)WF%W?n($iIP1f`GWXF^u{7iC2$I`Ia1=-+ez;GFMHNTABQ*NpxbR{(AE$a
znz!r$;u%Y)ixABB=g=GY8ZIdBJx=xsA3nmoa7SLlek$?63q0_l5J^GdZ!oB(NtCS5
zZZk%RX~fd#Cm9j=^*7W)_W(E?U9JoRqHf;7O~>58hyFn9_V`DVgakFI-UjBKU;gDK
z;Y}Q|E*t#IzNL5XQg?q^v9Q4o@{LvFEg1L(Y91f5Vy3%ZG6B+rE|hmr1}7sEDT2qq
zb>?-9xmz?|#SI|>-bPX?!^AiTdWNrAc!n`vDjM1RN4dbPXERU{;G1QG`b_Y7bkT;b
z$|zRmv}8T-KYWkG^yc5(skmeb;@lUm7=4)T@2tMB5JSU;C@J#t@&p1A9FD%G{2fI|
zN$)-lLKbc#^E$c&1^;x4TqSB2j*8e6X=!CO8;As`T}yGxfai>vb0zGnKaTjRGIiQ;
zWE(P(JVjDj$1zS9Qa44Qt)UW!8BA_>>^B}D=Nnfo=&jXXt(VU#}~ZiRmJ0tyNT^J6rGa3{ty)CeL|9siOyK&fd;xTAlq
zTfJRjW!t?RF`<2K-`@4+Xf?Yxy^d#Zzuz1#43<%V6y{pR@efo&grMN_?DP@8E|ADU
zz(HWN4Y?KkW3-)U=c4bPhH6dr7uOJ(C`7<`+zh>R8z|}MjXV2S3n7j?tLdNM_x^-h
zNi~gpH>QR;8xxy8EeN5jBhD96EQU;Q)$Mg=xkglUdsCNh^jd_hM1`gFH86i^$XG>_
zD~>K+e!W2tVDbyq^RSfeIsJqhA_eG(jxgn4J0XsgGK#|}MoIK!6C=ik?e=xuY!g~K
zjIY2Y95nOM^f!m^n*#{S%3xyFE;Nepcy5jSD@qwz4my%T+b9MPH*3GG1!tA8_+ktb
z+6&eWem$$EaQ`^Qs#$Kf=J)G&XLDlow{^s-nw;w(}#=9&Aw0lUf=rptn|GJ_{qH`=80(uW;zVg)b+NX
z9NZChA?5Up2-&s9D3V<4JkslM^K%;SJdyhq7N02O?s
z>Dd(pc}%6CPt)4Dr*YAcw^1{{sE4)sxM754SjR!ON>mS?Vhlx!W^luGfWq_2R-DED}ivYd{tGMB=hWhYx_=PVaa9RiSiccM_BOz^Qwy
z-f?k%J)L-F-FWP>g|y-O*fLDEmHC7|iIH`{V7(}p4OQHDNYj^uMMtY4KuE#T@DXnU
zofPQB^8(OnUna}N0E~Kz>dgdo#1xpOg9jCjRoGGLOW2Z~tQ=IpG;s(Mv=?2ENH?j6
zmTVKzrF>-CR-dMKsZB}0vh8zk?()z1haX#@GFVJWCW>#cT*yymd`*t*Yd^FJ9iia%
zr1GPcpRWU;;scyDrONH4wH2Nuo%EipPe!W)Di!!gX=Tw<)OKc2Mii978%{mp>MaZi
zYN%V{r;D%%Ni>^>S_$FE!Ts?etCg(Ht{Q|RN2g|w9mmk{lbkPOP(Jm!&E<7&0SOI~
zl#Pg&RB-=k8V?-U!7s_5|BDe(Dir-k&7JBctHVLv?u#C30HqRsfgO+wLpR^16ciIV
z{-sR(f_jF0Tt55a&5}iPv_4lqtE&-3)&TwXWslr~jvv2QxHf#OA&0MnjbYN)X0Tq4T;N(#_=K;2M}z}SaAop#BB5c#b`kvX
zd;Z_F3a&}?-24Wpdp8`Lk)b9|D31NzaLhqwc6#vh+D*Jo+?_k_bWBVJ@Lh+Bh8BJH
zQcZ8kIAt<*kq8xNzXu0IkpJYVP`^o+Bn>OIwK$>mZ6l#b7O_(A30xI;AYxJv1{=*Ks!jM15hDLSVK*Y2fYZ`lM
z^>-$3P=(Abn*)0KUwcn}y;qB9y+)5q1OKkQAa68#%?XgsB+Xp=aQ1fj%qd!SXK1bV*XPLJjwW`aHZx!Q9-!#uKW%`D1emK*>f>N$D3BiPIB6Q
zzfQ|Oi%E`w#`$Op!XXmHEr6nOyOKN|uFu(h8*Csu+bj)lKI>KtE!T5a{etv$*ySK)Exq
zghM2%U;uAgeK#E?iYDR5;q;$(SUc;=8pP9*$H~q(A+87Vm0pDL%4l;!i7~DoV0UPV
zurN#WYvNj8Q}Crn&De?i&izfK>>U`U_FqrHcR*WWhr>T^_p;sTH|dlNgI73FKB8<9
zix$3;guERuw=SZP0`&Lf88D+n^Namz)|3mNb1V%}J~3V!KcPsT!|Q5bu&FuM7Af22mQjy;;$7dimxTEf^$LL3Hx3GM?+*6LkA$=;Sq&_Fcc4jWD9n<$zqaTAR5m{!lyvDp0beqH`?!{$>=y
zw(`HBj78aqbCA1bW2`h`J-+Z`8-Ov>X
z3Bk4qsTMViWm;*pYh6cV8brrM#alo|(CasXeSx+v3fl#et_lzeyoh~o)Qt9fkd~EA
zSvGEhNtn-F@4b7|h7~xwgE7;GHWjx8xsQzaUOaWhvAm~j*4+Mgt3nsMa*$*laRK5x(dCS|qFBQw|Ach2aVRuLWqL_bunbluwop>(Q++D-@(3!8-;M9Ee>rp|%m9
z9TRW4QvzPFXF?l_j_?Hl*>~|FKfeapsGgYF<=1p*81m|j`SaB{e54UW0tsiHnJafF
zK*qGT9-AYCrJ?re+@$lV>{%NP}
z0$#u{k_Y{47hau(c>MXQu+^*WkncBUgXm*mf>nky3g|;=$>S|_|(oq2w-2xDm@ugJ2BdE
zC(%&<{kD-~VLoIQhS`nxTvRdYhC>iXV>Hn$@gQ2h}6f%RaK)a3csi&=LAMfoI4c%eq$>u3pFz=)uI?K8Zri^I_-iR8VMs{!j0B
z$|ILOsdBH*rw9j>R;#?$n!^6DW
z)lc>5`S8ow@-8z1BP)fTffxXa8H8EzYy3c|Q)LGO9mx@;OU7Y_2p!&isi}Wi^Zl}J
z%=g++*K%%kHFqkVFmku`!%$t@wnN)bP2bn!qV5gT`0jhY%}&(~J`$2{W9QR;)QlMq
zkDOMuHPRlWr@P2P=}@zpzjb+~*T2UNap@6%x4i0u{}Kwf5&stDZ#(ht{eK(eTujC$(jrM3Iv
z7$WGTAux8LsNSC*_23tuDk<>7!@`w0+g(^?i5f2sknm!&8P_QN>|i4}n7JD|S?n(9
zvusWbR%q0|=rO>vKn?XNw3_U)X3!1BN+dDpfK`0_n_eaHXl_&3+05m=f!o2J38L&_d|9-f)E#(229-|{mqcJ<
zT%3G-gJ3%tjiLv_GbWUDA_lHZFFP(6LaJN`8UB3LNrO?~dA=(iK8(HwA~M)7KC095
z$x8u`kp-!;Q%0=&u)bJU`E&X!H;o2NFG1Ga@arUkX37Ea$whJ{U?4XGQsV9R@AvgJ
z*1oygi297CD$!*jKTJ{<|9YtxeAQA}Y{GoWMjudu+xiW$L}A&+P9UD1+l*pskfTVM
z1lZLy22G0CwE<2QQ~Kh+a767k7g@GUP!DPtW6{2!q5k~Wg8Sk3AzABd?LXA}-Hhwz
zXf^qmqwhsVJ9Do_x0G)MWcRAJw;PigCQR
z!#LYkwnmWhf%ay%|0vZCj6II{?59{-luw8Oi)*^^Vc&1mAJDAFXjL2>7~nimG+3rD
z(d%FpK1wXkIR@nOgsKCZ$DArOb}a3Jee1zVV!SEB2q{Q7sGJ4sfd_4tag5;QO6CtM
zX>f1SD{Nw#CO5TrX<*a1f!i~s&{i|ei(aEzAVIPTG6OxLSOOt>SPY7A*D>6`oZ5nt
zLT1gRdBymbSL4Yv15@yhnGN=2v0$wQzD?42b5LV*GEhE-0-!%u^}cxM_6woT@B!vYym+r-JCBqp_LT9-P3Idj
z(wLFm-61?otzC5i1yeE2j{Aa(B@M=`H3^Sywh(*PWH!kF`VMo`50`$sEQIb8yX%G-t07UW4qloYvF;%ADNXd)Yxq}{9&YDoryLYFsq)Nth
zAQ>*@>kqUyj$jIk>6^_OJ4@UEa9EZ_H
z)h}iJ#*nr7#{$Ce3)$6Z)9=!P{YXdS)XqbeE(YNhKTEF1!-$E^#kczNx2MiaH5rpO
zLQ?~pD&}X%bOqi4?6YPSB8n{W;~U&!{m6WWn7uGaGB8A?!O0A&RhW=sc;)qxz^xZ4
zit4K#xQdUR#C2-pRQizi^Z)T|-bIFy+eH82ea+Q!VFv{b+TG__XbI>=-ZQsk
z@3E}n1y5|f)}l_yZ<2$;QX2%Y%Om5TzF!?i^EsxOGP#f&>p)=
zd1MrfAf)51?}aoc;NW(VYiQ*ekX^iFiPGEKV`Dh=Jk!247Ftw8US>Vhs9=xyG|pTv
zB}=Tg(zD!AP8GT}-^o9s-{+0;$+0nGO0*dV2|?jR1}7yH_=n|P-P8xoj}jVhAd>i`
z0g%8n)q=(BU%pb0XkEp4V7wzrS&c3(6)iX}TOWuqo=VfEX(-+AOuAle*f3+L_u1fW
z`AlYVUb~JN(@Ex(5dC0fF)O{kLzB0)I73jV!drZDsiSwac{UB6kzh>&(SnlnpJAk(
zT~t<1-kZ<1Fs&Wb{zEfW)l|+)JpHL@V`#Sb6z^YeuxNE3NmFOUh%5PRh%SJ$&>Cc4b{e(!i30G$;plQM|3pZkA2lcB5N`
z4)Wy}3xf@YE_3|?PS@6nUu@C&ha?}1CU&YijO5t#qmXP5gl&AJah+wZ5s
zkuu#LzfLcZBSSC$uN8_F(FENYUh;4{N@xCOW@4sQZ&f7=h*vy@Viw4bUxS77R;?Zt
z)`mvw=uvWCMP0g~uG;Au{~(1ny`=TYRmJnOCE4(P6?GF7D3O|xNO|DQv4(+ZO`0_6
z?eSP-B!t@uFnrW)`#|90^;KmH2y)Lt6baUV+>#@}Gy!X@wks)cEGthAp1iWZLP^sO0d?SrW@I+s?e~d1Vvy_Detwe6CD
zlls7gVLmU5ODK-G(xI;PbaBCPkwscrDo6*2yhA?duMt+`^*%J`JX
z&XH{YdEi>t5Z0QJ6pZ!4Au4El)tBA?yMD)IltD;dCPOB-E@YyTBXJ-g203zLV$W2U
z)xCwFnj&2w144%?0$+j@-O96xjU8+oC5Q;341JCG%i4_~exJ#s{bUPvNC@;(k@d4yyohLYAJ>=wT?`;JeBo<@Z%dTF!_
zybS4)QB)3fy1%-w(Xj&u6bOurmj`^a<5e<|lC2WY6XT0T@P-sL=jMR_3-P$4ZMhNs
z33*(JS~-6$X*5uMa>ETnj>au*+b_84WVFd;&}bw&hJf~vNRY=F+~9%i*anig_B6MFvm=Wr(=YLU}nxl87jL3BVi6XvPt4;?>k
z$P(o#(3=SzbZV`SoP*3)k8m-<6$
zw_!qNH@FU#G65rY>)yl5jGG2jx5$2@*};GA7Gf%Yb`Z2Mir7~Cq`Q}trp43yI6A36C#22et9RS7&|{F8fjwpLOL&7Gb8
zgdRP{uSX;kKhvK;hGlLS8LH$v$jt;=W!g{l33LYbMZ)CJ22PJ~UwQ6XRFBs54ivnf
z)E<7R#vY!J`07F(axkR*;@U4V51bB~@q_OE&VD(AY;&7r_NDc*=-9t!$mRqzyMnbP
zSGVY0KFULepn1!nhu%lmY%%-cBXsCDwkqNDxmo8v)rXAQ(hS*bI!{IFJb-l)O+y8W
zC}l(xe~ZS|rvjmfLn^Fc3Ilp`@seaaMd;*o_v%te?6r6PJK*$c69)h$r4R?>7bn10gawk?fjTd0
z(8SCNqJ{LA$R`V_!$kbk?cX!|H172cE4YG}6PT%2>-Pg*oj+Vq@Qg_?Aiel@)o+|+9m1E}2o7eutIM;nJSVF{!hy<-Ny@l8q
zF|J?}wH$7I@q)~rKjZtmfGshUJo8PLtKux4j4S~B)gPSh}F
z{hxvi%uSfw=?I@rYy;aGT5MNlj$WpH_#;7`WK;7(4kIu-`sHN08=DMGWKZD{Qk1hkfwDnKMKf9nq5E~pJV4>!4Lzk2S&xu
zc*lrbP(*4$6B+}m8U?CRk$P?V5Se-qys~wJOP^dV{VF*cGzpUJc}!w4(^Kc6#floj
z2jr%kT*kf=oN6_JEWOCbiRJWD&^WVR{-lw-
zZoMeYM1CupN&rsGysqu(R9p$dB`z_T)M%iyS?V#v<%3e|Rj#c!7&GZcVLj_}ELH<;IB2Cu)(j1WTtP!-Q>40|n!u+ydLx`thQjR+B69W4f9c
z#bT8BYvJLr(4r978}SOcGGFJ~21eU|kN*6JNwxMop&wl0!Mz*VKQ-8YJ2O*Ou`o;~
zJIDBHce?Fi987CQt^Ur6Bw1X*2zk4a8+Bhzf9Rmrq=`&NS{p_KOW|lRYwlq=zCyGQ
z?fVksSwMSGMUk>XBf&tV14}5B4gP!RWZRXAUK_N(&aMQX?QL8+PBFGq1GitnGdNA;
zlfhmn3J%+!dw9t4rIweJ+R#1GfyXa8wcUGLOiHM_#buwYETp3BDs9($5DOo0@Ho9h
zX~d{eGShCq8jWQ9v~3mEBPUV_=p{-Nrt-^YPekYf-H+}*a;
zi(1C2&Nyo?J=D&^Srcy1c|6#=lNGmy$Q16`v3h_?CTBOmBXh-~jzlt@vU}K7!-wk4
z-W+*2;S0?Yq)SnN-|;cq+6cVDeE{p=K^)m_XZQW^iG@{{iLy3T{&eOZSS#{FF20+yowJs&M*A4(*rr`O6~jTww=*(sXok&QIKFOnnZcI8
z(HlOfkXT~hj0)9O2T0$?a>jUvW-2POJ3wYL;7PS<(TLX*s5yS5Dt8(9eht}CNGwt=
zG~XkD103^qY^kFhL-8qY&iI8O7rRXjFLeu>5peHY>J_ZzvE$YcNcjad0Dn^7)IXW?lC=)q_R9z0=Scf+wmf+0u)i!8kVglY1X`s^4LP43
z$vsRaJN6~0NvZ#z0*^su*gC1p@d`Escobh13L(#ngRg#Zc9IFO@!bXwYN+=W4@P7i0$X!FC?cP&mjD
zr&}T(yydM62`my{O0A3aAPZ^ySwUkC*ieHL2*RhZ-S+|lA|M0{Z2W+z+sw#D%O-A6;HQLD`9y%L$+)&?g?y;>gZ>dMF>6hk{BX{b;(U}Db)qkR7-&i&-cJ>?f!
z*nRPI?$Z&EpFNWrIxpiHHYOq{qLYyE4+^Nj)+VbhZHOmzr96WX`dZwSnljrI!)I<^k$U$iAzksY0CZ&v4j(g
zA^B(1;U~GdvM&Nzk2q=kr6L2wNTH}Llaw1)N;>?x`z@L%@)jw^4s6(GRTf%60NMd(
z`yI~tflsY?tb;>|*%b;x%5EM~RQP~7ZBeYXpy;JA+q`CE6b(;PdNrHg_sL$+I5IuS
zSb|K<%V-yaRNb1g3m1`6hmRhQzFcE_5wN7dL#UmnkF8RoCKe1)fIY}WL@_^hUqSh$
zL7eiLq&HxI7qcV}enfp4&-0X~wN3GgJN@Bci=Uio4hfQTY~;$r2oYr)j{UyJEpueG
z5^^=FJQ-W3)L)MwhE3IUlbfvb-ixpC``m@Dw|NABg-Qsd8KvrzrfgH3CiFc2lZQ_#
z5_iTqb8=1nH=z_F0m%4RP~y~Yzds&cC=U6zYyq1IWqMj+pc2%5i^f-%Jafp|X!-wI
zfOEo>0o{m9E_vE1AeKo}rm#n7{&C;NhrY#;rY}8iMr4A0o&fy~LL?qCQQf8#?3K%f
zE`V`75MNvO59!o0EJD56vsW(}^9Jqt{oQgD=r}pKA?Eu^p?R*sK|x~B`L*uzHYv26
ze`fV!SBB>-y+%4pR8L37x;RDH>*BFeFhXk&r_E;Rk%X^`wKm9|T16_0@1Ai_e_T1Z
z6`dG$eRuqlff0Itc;P>;Z6agUMY>E`(d}&U81bfs=Ls}~}IOi>tH2l}hmjSnr^KtJQG}svb=dFA5hnPK?P9veD-n(ah
zGF`zUa;s&pui!WG$p!wXDvgO
zCQ!EEzH|V00+K*#v-)Mq_75*?3I5(RdAAeZUSbV&*Sn5%3bY^-l_KXy2&dP(ln8CV
z_Y3(;1azZast>i8&8t@~vn`xuVX-4*d-WNk<0t0a>+VQ<+s8HhbJnI76U`-DGBvBO
zzUQhzD~6PkT6P$)_houjESA9E$Nbk26Pud$4DYz3s)?ZC6`Q$$=`)P1ru=-~y%|<~
zvYAN?Q@AB~Vadt}W@uk+qy}wHh7>yoaj1oS5J}pkVZH_cr7{UNuI^7aEM|Vxl-{%h
zhZ9Z!|@)U3rgQyQ)Wa>q&vNK
zE}(2yY}i=bnn!z`g#AJIdPLv8iR|Z~W3mJMGh4+s=s@Qo;yjTNqW%&L;=i6acV{4_
zHU_Og-Ig}xK=J5g;xy<%&vx^H?FZcW(*UQ{<*dhCdjA;92Y+ibFiLf)*Td}Bn{vLc
z%t0QTUEL}8w(0TNduRvVadt#TfY-&mQ?0B(mw|Cbu*fC;HF7c6n}&fF_!dy))=1NP
zRr@baY|h|0bRo&@MFAkS7z15w^Jx8G7--Q3tDU&|X_nI%nS_KBU&KC*Zf6z5=@tq-
zpz%!nCf6Np*@H16ZA?3m?>)@tQtngPsGpt+GbQra)x>x
zvgz{et?A&K?FTo<{Nh%2_MS~$PL>x4wCJBD>!eJdvIcK4L%a%qJOqh~Cuf+BeU+ED
zh#F>-!E{!pO@tNV)6cNBzLOKR)$(iTF|C+0XR@xIduH#2ThD0fcxt6x^rb2~psGtY
zFIO8O7Ss84UkbE)Ek6^wVQD3)UZZ12QOG~P{*CV=$~OFZ5>3omP|*qP(*!o$wo7${
zlxwZEhf=aD9p3Q+VHRy7l}iG{F0U_aOfF{L%op9Ga9ao62K1RU4wYB_uOR{2V{Y>^
zxpS#{jf!iRE?H8R?b#a;9A{+@9A;1Ee|OF9@!0tDi5*+iVSUGkHq(9f@64XMpfhs=
zn;x%#5~nz9nvvp)`bSI%C}d?gNibo~mUX;sBmAkX$2e0@@Fb*4hlq~=3mOi{0(ON4
z|BX{tTl?g%A54eks|zSKi&{c0$Sh+@qky)R*Z@(a#od7zd?3gV3(X?1k(9%%P#3
      b3vVAVZv%JYG@N_YS&D$8!fwNSxz{$qU^Qxn!*1k}Q+Awu;Ye=9*(p=^o*
z1}989H$?=;NVQ)lG=pj&Qd|{rp+m(@)DR5s!Ii3o854jM#R-;JoI+o~@-X|NO*n@N
zVa9c^8M$i=CM&!R#{8u9fp(JVr73ZTVz1E>u|v%D_)Viu;Zg1DOQ$ZIJnyAhC!)QD
zxLfM0ecZ5X>~mycvdUhNpTq}a?Yc|n$WfQE7GvWwGNc#~NK_-(jQ#Vrq0Qj}&>oZN
z)Az4f*;-RGl$$EU{W>~WhZOLe#GLW?x+iHAR?q`31acX3Wh
zSf)5(^I2bC-zMv=ab91dr0ZCM12}ri_`V%SP6YTfv9$EJFEd!`YB;sBmwB)ff<5x9
z>2!*#N$CV!cd^I_9Jc4!aE3UT=YCNk_6*CHpWfpm?9I}i2mB$VD?7Ogbr}mg&xpw@s}PozB*8}LO9}#
zK7J4qL+q0{c+t;dF$)An%W)`(aX#T$Hhs%Bjjy45=zQSLMKn2LPD)er_Il1!hEdtf
z-vN!l_i5^IZ^9s;Qb5U74~@dN=I%c0+ToXXIfFOtnZNAo?;Z|gA+8%#^zYESQ|x?7
zVHc;Y-t%o_52O`5;eLS8sEkMV^g@@1ef#$9Ubg)i6$2KW=Eih-b!05EP{yxrq1O-&
zDKaX`zW|za)XaoLYEXWUNQP-%%{>XpFf}3_+mwqA-`?%
zz3%&QZ3T04s{HN?D<>v!GQaZgpH($0ZiM=@3lfs`j*F+!M?5@nk@V|sWk&t0TkQA8vd>4{Uao2%?^6jjQ
zpJ425RZ+&&tiqTD=blA9QnDYcc=RF7$lo$r
zh12Z$oi#(;{qjfM`!4e49KV&Pm98UR$lTvWoZyAL1(r-KGP_yy?VGR6oS-BB^Z8VW
zsClUDV9(v>w0}vtM(3TlLH}yK)Cr>C@iZs2is5w|iwK8OG@-)SQiJ~(8{3@vRZ&NY
z%ZM~hb}LvnZjrPW;{)+Q?a<+$WlgIPnlAN{Sy8g2UeJuSS37Yqq*fg%u*b=hx3`_@
zgFYBoGg
zmmArt=k59$*ZSswvlIFkj}OMRpqp-SdcfhsUfizs|KSAL;p5cp?T`f(<|`-bkiBnU)Oted{T2T>PQb{c5
zpD}Xdw(0Av=huG1@d5?SRtn?!Hf7(}ko`P1@iN)m%s$i4Z{DmOhxhH}oUt(YYN}6g
z?&J*yvo~9=E{ePuesU6p?XKY9dDj~h*XNWrJ>H`=z+nnc%NIim0ZwEUeeAZy*lLKH
zDoV$a$kq|`ey~-rKlY?lClC$gQ@XFoPgaG4mJzU&rkS6`juhBn?B6mIg(jKeE`%=*
z(pcrP_d%==GSmyuf4_g^5gKL|3^mza`)iIEC!v-DcEGBjD&+QRf1ZeIowMn~-j~+7
zE|``_$@!x6QGcJOS*I#bfR8W$D;fg9|2m@O5>HR+zfluWG=SahZx_Lj;)Q>*Uxp$;
zggvaG9@g!WA|_vpU^?}RPQPem-G9!;mJzA_XuTQgGG@}6s=nyp6S|eeDXQ%Edc`5V
z@1UWN-xOMtguCrW+Msy~qiD+b1SQxQ5%%*<2VQ<8#|t00WSL31C+1sZITal_oVZ!K
z!O4bE7csf{>!ndu$Fokv@~GXR<=o|c=YRV>y_V_Zk)#rSB`CZ
zEK85LtweO?AhW2)dO`UGqJoQwv02-+D5|e(%ZCHocWBMjvo3X%Sl(lbFVmic&z%rP
zEfyLc)UiYSn!TfVXPE$V=ekl?82?{iXC7B$zQ^$s#VH{jLd(o)Z`3%3WXV)g
z6d|OA5m{!eH(GSEmQE(5sYbR*ku7Uv8cPdh2{%cU$RtHWm`=8ghVJ{9*S+_j`?`O5
z(JSXX&+~hJzwh_6eX-p7A0?Uy6b!&5nm|z?){}H-kjjE5$A)58y!OvZ7Uc*V5Zll&BJ#M0O?wuKo5u<
zu)
z;UR+1QNyqM-ikf?GT*x(Jz`g?cV)*_z4B}a_I&H9xMS_ny>^#uU+=hn=y|$Pd#l75
zLIA}cmI@yTl=BGI9;iC#*aM@EhAAtIOvbsK7_~&0^(gu972?H>p|m_v5_g}>JOvB?
z{N!ytG}?3uG&t~wh+qRR-yV~MPEBZS
z+{^?x!1{S#w@Fb(ESrdpNJWpV^P>86cRKEiY##pCjty)KDan*Mz%mg<+%_|`h~~$!
zm?IQlr$`y;)%ovDiUOh&h4M*c&ohux5C!1o_-ON*zd?$)ie&x~Kb-Gx{hYNornQWr_qZ3aV6>Qg6X_rf$BL*<638-i1Q)@cg~vjeFh2Vw*BollAN;bG
zWIjGVhyWtARLbBN-bTaF6Idk5vNW1D>bkEk@8Xl_L@~}W*`$)M9)HKuL*Wt?wO;H?
z@!%bgj${=SfhZYPJ4PP-3R`}+G=W!k87y?j2(^oEZ+oY9cuhiZ(|
z7T~@Q6PB`0J?4(FlW!owx3b5v-?H7&#b8)@SISMr=Ww8ltI2Wd>Sk5!vu55m(GVxl
z?K;@rggkS=Rzl+~2$Wuv9-Q-@?m2OMP!RkQkhZIoAGS@kj^Ap-c0#MJ164jJR5Rxx
z2kVXD+G8#B!8$|o@kTC5;pUj=8HAaV
z?9N$^BJ5OzU_!8~7%<72mqA?Hc?P_<*ybel0$4b@Wjb?axgAoH>ZlC@8XmUJ>g*!7
z-kF@L^qXsAXr8Zj&?&$D`mSB%(TRzHQ4$SB=V;7AyYv29ncnPFZTj`sT`76(UIlDR
zd`r_nBL*Jm|AT3CymHW_nLc+)O5zuUdG~lr>CguXd<=k-kQq{93PV!9j7gMYE0NV4
z>vG-DYu(Vc=P_jg*=z2AbxSE8nXn{myv(^?N}|T-2SSf1gqgIh7)&l1yB|JMhp&?M
zv{K_GoGiz&S6Es>Z`c_D>c|WZSO(KJ)edt7W*0aC!9KB&B1e8T$~yA%lo@>sD1o8&
zW8BPwOzdM~Vg#Klq^9a0bs*h@X$
z0bDWmm{vM%koi@li3pgE&OL{0A^iT{;_~K(x;o)PNO{%xnL^$?rrhC8niwVX9~N1c
zn7l_+?zCK63quhCv|Q;17zYI+ySl;3%(}+1@5UC-#K6ek-xKP0l9LYkZ*$K4dD?pF
zf|2qQpEPVvPh6XBTJ=Z^`y|6+;*gALWaiqLGlbK7apOhxE0kFvpWm*~r*t^0urUKV9hk-g(fHgJ01S^3=z)s0U^AbgAhtBEp>x($B)+^AEI#mFW*I7
zFbh0R1US&R?RXk~V^PMXt`(hEp>;w=*qK-qo^ST|U882_QHGvuiA~u1Z^|noqv0XJ
zxN!u%jP|AZbHSCu>q!C{21v0~YgRh`t-jbjxMXE>|700E=H*-~kC`$A+=oJc*OR+k
zI6{-5DSh8t%(z4H8U*v&_HMsaIbOLVb3U?~P46o^kF0wAP`nC3Ho=VyPA6%$H0)^R
zZOELpMc1xv81|<~N@6M5?tqZF$iE6Ls2F$_UfN143+C9JMI%udZ=ouw&21`JwB^Lo
zIk_u7W+|tq4wz>j+cBpdmH&}mQ=+(Xnm0-)z8gk7nGhl
zX%>T~;-qG3cbJ`XH#1%esYNQ}0j5~vt>pPmi
zu%RK@O{N!|3T_mQ^jNhvqd!Eo&jCXwziZ-qsh**s6DJR5G40>jew=39YRf|R%IWPB%igVBVH
zZ6r@CNiSo?L{b^V0Mw7plA>kC%-G8LqRp!08&sWQnyXMD=w&G1sr1TW60!-Ed_{OM
z->3L^1%xwXOd_tja)_D^QLN>iLP;jLRxt#ZsEZ`}%I3u*IjglL48$EjG+|0#>z?7O
zYkYvzqSS%*Caez+k)D$}^KPnt^@nCFSfpJ%R{ezfI0TV9nB8@)wA2c|@iE}6If{C7
zl}(ztBxBDWF-v!YhlLq4S;Eu&`frmZ)K@vH@*XX$|rs#&cT57UjW
zC-9@xq081Gvg2vF0?D{=o$e4q?$Sx&HsN7mQd32o(UY#HUk&{*WW(We@XgD@!!5BU
zSU5YU;{-f;6GCeYO3Y%%K>Cu)&kmGkz8coH;9%=i`OqL8ItLkmcnAvZ5d4?3=go5;
znqW@A8Z%6P=6*AF_WGYB*v1H9>Y3bJnQLJDG62Pac#usWU69s>i<5nXtVBCB|H0_uHrSV#?o#PMw}5r2a}*
z@s$wOX>%K=b6p`EZqsh=Pkrf8e4~1xlcuAMJg;{L!;WJg09;SC92C%(>d(T-DGkj+
z5*m|i`39Cijk8p9D}QR{S>@TXP3hP>#87;;PaQ`v(PM{~Z_}^^S8nAtsw$>lf9;?j
zqUcztJw=WOPz0}Wcl0?p#r$&`c~4AS$BOYG$XtDji>p7a`Mk|&+N-XNRnPz=5#3h~
zqWIgp%B`DiXdfaN70|u_J80fnx9yr7cAYoydL6hAi>9B^i-=uUBdbmR^oy-k<-34>
z?pWU=_PhS%<$brm4P35X(Et1qjqwK(QzR0Jji=j4pQy5c
z$u4u$$HTN%&QSUd+8Aiilxw1DaRqGO*IWEz_WQQ-bb0s0Vi8dO?Py20)OX#tgPB&9Jy>6R9iE+wV!
zm<#uN&wlSd=iKwVzkC0>>w|8Ean*;Usw2+4$|iG3Y0#N{3`w1QDnQw-QL`RsoAEw;&&s>
zHd^U#&L8kwj4Q$GFk48-%K2|8=C>$+zCH8c|Nrj)?J+ofzrslA)TzQnd4t~{iE@Wj
zWXx_pc0Rc~+Zg83YRWLc8H^*gRVG;1XR4IlxqxCZ0
zargFZIeqkfsZCrf$8q#Z>!CyE3Lbi;
zr>ASXj4Dg`4Eg9E@Ee$75Oy4q^I}&%XxpbIJY38>AxBRxqBtK%S)-WaXye79I&h^m
z-FadtT03WQQC@;DuDilV$2H0@*rj%--uBR3m#LltCbw#DE{$zk2%o|w3pP?HiI=;|
zcW!xba`m>ua#LgdRmo){G3!`P7ZwyqTx>|Gm>liBSekLE?JBEmP^@i#LzHHQ<EhF09UTbDNp$O|YE`K79FYQkgeKmx13b^2W+dEu$hD_4W1s
z`_J9HdiAQ(%j3)G*%XdrpexBh{QhkpFpE%2FCKZDJh9`l2M5T$HwN-@anis_L(AuGxHh
zzdUQEjvM5S@MTz2K4QCl8jMri^5fnGwa&
zf#$}_@y=kkTHpQWHf-A#8?TiWZU5_=p!4rUEUUPL+{x3XwXyOA4;e2GJZTg;sTgsl
z2D3L>%v%=eGBx(Ouu$&Ft`pUm7?-)3@l5M(4`*j*X32m<7Am&3Y0PXQBHA;Pqsf|k
z@XgX|NBbMo^ZH#R9&L~7>M~M}*F4LU{qyQwdX8{%U5#lM)pMOQYLW+9)~`_@W7-dS~+M^sxs|j+Y@+Z3`$Q@&Jdfwkz@7V68
zTK(eKvaIh<0v0S9=v8|rv@9c9g=I~Gz|GlbzCRH97lV?`ufal
z2Aa-d9F!d$Gi?W3;y!uqG5z`VjdyOy$p;?y?%h*QF?!+dPPuUY{9X*ev0H0uaFHpO
z+TIG)9I|K;TFr3ql(x3EV~3xiQm(VZ%uo@}xG6v_jb3PenyVDaKW-F|GxVm<}yjyx8~iQ?_%TKYvcj
zD2+S7%PWH=9L~UJ@yPM4pjG}^qG>*hSUMPc!_=FquKWMCP&2R>g(*{Le9kh
z9raQ=Z*DfLrfeDQ_LOd`?;lqy&dtuqU>H(tdR1c1b&S2cMXS*;HrQ%mX=TN$9HUZV
zJ^lM~%(A+Pg5pgDv4BbB?e<&!iXPpb8}mtjgwPT8nZJ+JbBe`t}Pp#n{Ay_
z4B)>QJL$!ycrqbxHuFr7kg=UWbKFBF(fGc;zO062W<}my4S8;PWIdLb%f*~SV5s!g
z#-+N=xw5dZNPa#$gqzzVDk}P53-8BhH`I&`8#j7)It3USJJ{QQ34CQU+{v_cYs|e(
zJUvWvzi*WsmQ<)ux)A3YuN39cJhghuf#V({d2=&^4@XP;j!WfY2#J?Bm!n2Z%GRwy8mm^ECxc8wnA!EI|S
z*?}}tJJMa{_3T+Jrcup%)Q<$B!x~e6{);B*IVbLI92y!*T6`QUy&=`q=j6j}QK%-8
z9=Q`8TQPMqt+l3-IRO8hcku_Tf?N<*QCSU%3@?vvlO~>!_?pOd~CHrh$f{rSRk#e$u3|T)|=Z+KY
zKJ-jXJRudn5fsyg6ys>kjHHgT-~{CC6A}_dH8sjwnbs9Z&B|e?=_Lh@-ecy{NaL(C
zMefK-cJ3SXv{nsx8c;A@yXB-o$Joe-bchQa)*!Zen8jj0t{0LGi3I{$1rSj+xZP`Ym0x`8fd(IIpp>vA>9mV^Hpq
zjxqxbWyaX2{^X3y-*2{)C=^+&1_Z8(;7n?C9r__DndBcxppAp0qX}*?T0Z2a@?5Li
zoK~yrRKHg9l*Q1*XFtB|{@4DP~t&;>VB1ckL2iyLPRhZJ#feOX!l78;ww}1g*Os
z<40yT!-=S;!)YG{ZF-u<{Fz*TzqoL+F-}Uw)6%=M^*o%T||(oa4AY2A(M*SpeNU8{nGotWD>
z^`4$zZZaStCgzUM4VqZ&8?H>hetmIPK}mmyD+2y0P?hWNwq;qt?K95&05*y!zbWR;
zg33_}CnO~$PfJO8j&vR-!)=#cisZ#E*;5g6tK?PIauJObqn)0gtYw2AINZ_4M+YZ0
zDHOS%^AS*4RmJBzZ6A|{blU4FEAk{bI5^X8(A+oy3CVS$eN)k@9c+fin&;1ljtw*i
zBuFI_Y^ML=t})O;L$cu`~5xi>R1UK}0nKW}JArk}sRE?%o@Vz~3dzRjFYLN>j%
zGRo0P6;6XWKBk8~k%Ta{Ex&RH1_n$TQliKx7I|bH!2!KYsv}>7hBC*gy?Wd81v$>^
z>C;e@wMZPo+bR3!+m)wfW$OYga*b<5Sy)c2+{9g6<-*e4SD!rjtAOcZ1CLf_sFV*k
zDc|duky~_7GyHiCAFf-!9ynPbh1cS%tLff!(>m^);nE`x@q;z0I$i+*0XJ!x%ApQoN>1jp|EY`h%^@tTm1V7(y5w<{GJrdR
z4nv^;@B_a&2{`od@JMkOHW0@99UN!Bd{MLMDnD8#I+q=mHZwJDiuE!yI-0sX>}5#E
zXvv{gqsmZ8f}KePT)*dx5sH^%PgF#TW&7zY3!UtmSLX^gY}gQ*Y112xOCorNTl4jE
zp4{K!NGFvDd9JM=rlzKP5!uQ}we;)Oy(|qp5`*_XAxZ8Zp>OmhQLhK}FNi;431vE!!0Jz*KCx?O
zzix4xbK%m-)g-6_ZvfTgiOIdTbamzQ#ISO>^cF77*K(IHU&flbnmae^v}DPWc88_j
zZ*&V4b*zk(kz4r8o4yRZI{APh3TeqM`_`jJk66z3qO4Lux?ey
ziK=j!)QgS$quo^!xMcqW7w+ax4ICNmZ&U>tQ1oP#iJkNTjn+srlUGyoC27{zcQZLd
z=`(?z#`J_x(ecljfv9(E?Chsmq`a$v4N;U2#%X3KAavz5HJ^pc1Q^uhA-Wm>kSE9b
zV=&0Z$m!~@^lxZtY94ePF_OvyPT9MEzr3vQ=u@n#krt=H?yiaugy5NY-bBl(pb=cr
z5!*gF@aoZbw4z-(<1GZ3Mk6?)?FL)?g`Lt$1UlR~g@mRbo`VXr?VWCBKwS%EZqJS#
zVmi*hZq&5wp}4>Oj&($eDXD0feSyqp;t5XU0}Y9K*9d0wdo%KUx>Izn;>cij2vSEB
zstxT(OKJZ315w}`q^5&p^mkbT0&x3Yxshf2HGe^%sGByhj*T@Ng|cAV9C`StAtJ&(3#;1Ro8
zKvfH@yfm@F{@7JZuPG=fY}10&SGZ^_pZz+LrWYUxc%&&3l1XLgosFDo&l3~(#kc}J
ztnr5@nx
z75(LH$ILKFpz@jE*s%>I2`y(NCFL_L+pT~9)N>iBkN_A~0K(#$$(@}v4Y+XA!x|V5
zsr?K+hsskQAJsP^RI%{u3%k)CWkx~kQ%G4UlTI8fXcxxb`f_Le9wp?209&hoiHj%b
z*_FzXHin#=$wJi0bDdCRre29dic!TbL}*>bh36DHUE%jceW9hL4X}ldQS{46K1zW_
zQXubgb+mGCQ14bGL4AGwfr;t2S1%X7IXr#m)xZ7yLwDQkd$m7*?_Kph(QZ(Cw70Ho
zXk2~+03Gdq(C-TuF4U(O8W^ZQY+Y$ZQHfFELaJ)Ea&dKa9k+4Sdvo}22l?xOmiyMY
z>2v=1dqeo;eRD1wZqR037JW}h=vh|#WE6r^9-qCrrk+bd@xm+d&8pa2YAAQ9K;v53
z_VS<@sVNrCnaUp3&yQZ4%A8Hqd-ntR4kYTv&6_QCsnn0XRz{-v_U+r#prC;+1-X3R
zE2DJ1^~n+OI(hN5BER!1y}i7`fGc7U^bn9JDCV(0pQ$$>4wuwotfjc!5)V&#++4L~myV7O(wh?KS!JYri1p-%F~L!>*#VS_MPd~bLJ)VO&77FGo
z<$+*e{&fBTIP_jVK4p}24@(2h2aHEl?rr2!P*?YdFqJ?e6RBz3c@UulRDH7H)j5e5
z^)z&3FurF0b~0)!SQRVI&d0|mJ0m0{bkMkxS;qfhlsm`#D8D|mSZ(hrwXaTC>DSJAvd{F
zyk0XJ=)TDRabdk3^~VAFfY+izG>LM$ShH#j5YQlp?(0~-zC)%--u~5f>J3sT|4~t9
zxqit6^b`CR7hXs}88TEy*MSvYh@NQF8Y0pjKYl%==#wYZ%m+-O+5pYhQN_EieW86C)SVshYr%&d(n>PS3Fjw;J5uvg&4I>0yE$bDIh(ig(JI>&Ye?l%!a+ig?eA#IU65w0wXas~pQRkwMct~+RPSShB0;3SU?TeotAR2WS_bKqbzj0%O6
zucY*}WOU88!zAHDu_{DzUa(+6Pir1l)TnAe?vp1^AUaN>f~Go8Sdwr&ad*R$yu3W|
zW5;Zu6=m_Y_5jtZLfvIH{+fS9g|Bs5^JGYcL2=1BD@5##Teo^EB$&K_rGT8n-oHOC
zDG*$rH#^F+Wa-k+RaJ@rgcaZrR&jf{xzFs}xpQcE*we?yhlm&HEsjzUmK_|olVSVK
zp}%zF&rOQRxFr2UfAg6f=?<~Tn^EEB=Jp6x)pj^BH9n|{JF0O#i~hsiyLUZsp+t;9
zapM3LQ4E)^05T*B3*edhB!m(zR0SnO`qgXK2shWtusq>3)+djH07RTquIe9i&74p>
zb?Wwk0|ySeOj`39m5Y(u-cItSg;NQtYWJNzLFFiQ)e!SRG&K;9H8^~VNe%nOFNsGH
z8EF}FU_Ysjqb7u9;U*^svIbK?FA2B<)3mg+%WJ-5is2(TRwYh73=Ibr=%tC>mc+JojS%86JYx0
z>JozSfvQ*_dO-s+?fdfT?xRO_(BrsTL7Wlz(qNi<^bYuKpr^lJ=jV?pfWTxtkpcOd
zs-;7aH^QeJ(VZZY6+pQfpl%h!RxX$I>(=38VK}D=en*(dwtEjA)F9u{uU-4XuGK}=
z<7r@E9AtSm@Umdn$tZ36wk0v@LxNV_9i0bOu34k<;VwPb0u^l^X@6-}04rbtDUg>Z
zH9;l-vo&Z+Jl~|_EH64Yoh`N}=?BrBS6hkwl
zoG6pvUdN%OdY|iXA0jaL@y=rd(IWH9QFr;yug71$e0dPeJU|E4HKltB^Gc8+k$ntG
z{KMR4hlAO*GE+n*eyopi1%r6ZJcHI&>WYNWXP3h9MwQOkv&koK(K6NYmI<9(uT9k%
z2Ya_zHA?i@rkT~hM1qS!S?1?i+|`_wuAXilhu?6pv3=@j+Ij4z+6`5Y5gbrUp)@xB
zs!HgowK73M_0e&%!6KHIFIRwlK{>IGIjaj?q;g{gJ@CH1O({gi_KuEll;^Yf{6T}_
z%@b2ojm~4_w&c|IEn0bL9n@DyWo1@wz&c!Kla6B%*W%tGfsfW326sP^*#4@==h-vP
zLx&D=X=PTM+mrc)YPpw-O9p4H!<_GtMBid~Mp#ayA;T(yISSRm_R+2D*Y~oqNoLs%
zst^(PVZDZmTD+!!B#N!Nh^k4I>ubi5i%m-^Ske>N3#>Wff
zjW)~Z+9y~x?tvgUnpOZIfVQZt<9UCvA1{Nbt8@H#X0tY!0Yyx2!=_CUuU{X|a@!=<
zCXOpwzkYoPlmH1I`AF!A9AJ_lvz4-b>OQBx#dp1pnb2PdGVQ47gn@C
zr@UH*44HbNXd~w93<^RuISr(ly%64@Wu*1gy*#m!a3}C{8;e&Q$YU8aHxTu^R{lriT0-yJB2_Z+35`vXwsG(gF>m3n*$~6OyZ{99
zxF_$-UpRXe{j3cP4D4iuXlJXDdxoy~qo*fY#AQg+5$H$ypo}8UYQ1#{=_YQ&C5LQ&6s`>zMhfJXMCa~OP;ff<
z5s^EINCLVSbFRpTM^!<=gUAl(VRcUU+r4XT)v0W*dDg1!)X#Up(2zq&s3|FQ$N&;6
z3WCofcC?z%QZ860o-YZWcH+c|_DS#Df#$3j1gS?T&<3NhqY@T4L8Hu)0JBw4ghzo9
zO!D0qkmM8k>_J&bNC;+PFQIEtA?1|&}qz!z;9A7Cx+T>
zW~Uv(!o%62Beb=(K@zaNQccE?^69Z&d5V@&Iuz%y4K`&Kpd1vQrm3Yl4DF3Dq!aYLKut!&tiR=OzX}ND*XG`_f-2|`lPQ66i@VP
zs3wMX=YEk2hDBHhwjPIgl~mBx{d#dxEEE*7n4aNq%mfQy#Hh^9ROqHBnJEBdu
zhRO*n*UzV@u!tjrpBaD9F67+c3#BRCoJv?$+;@0;-C_C86+Hi+cx*~)DwaI|N#w)n
z>1ia4=<@P%r_7ToD&F9eL1kX;Ob}ktl{=hyUnoZH)k~sZC@KzD&;3!C(6dee+1zx=
z=6B3~h6mspD&pdhdOmp~KK@2YaPMLwx9{Ck1bqeDWYk)*V)KHHE2O2R??b5pX^)NN
zbjj;=()yI^@kqIy$HLBn@8Xw(t>Urhd3U4wE8@Tpw+lz37Y3f7uzD+hHNgnT5TBZx
zXL1Mh_HEu?C}3xquGcWLD|_$eCBK^Y8o7P&$BA`=9p1i&gjy3RzgxoR+CmZ}r0s=s
z?KMAfVt6t
zyvWhMkgLIPgh@?1a^y%EpC$x^gq$&dFt$BlKgdK<5In0e3j>o5`sdEoAj!ZKavBx@
z_&Agx0;gDaD@Y1RO@O03+$Qi6;rYqvpt>t;H073oFsUG2xc(7<(6$dj+?sY2``I3g
zB$}$xK`?IRKN%SmC=Qf|7;peUJ(-ce&o*1(^d6z$J~6=-2Jyokljb>{S%bMTP#ZoM
z6-j~E)tM&bgrktO)O;bza&@FUDI-wbiHQXjP7?h=m6?q^+MJ+Nb=poP12#!XNyKvi
ziLkbV_dXUAr~wx4kM{O36p~(WmZT{cvJRIouZU8Npw1Ntm8FeM&D$F*<0c7uhbFDy
zci_U0?(V39?M~9bnuVhRb(j&Lk;wC(JkXd^!tn9wzo)@veHoECb*dbCj8c~E#Ui_G
zi10uh*|?BC?Ku=7$L=tnk;2`N3L6_Wuq0EWV6A$-Przj|1%vvnTqi;{*mh*!^T&`5
zzUo3ntYdPUCT($0m8mori{?2K$ePHaDp3ky)d@PH$dpDHM7X6=$SOgX+YRP`tbRVI
zqt&@CP6T;_nv@gVoRV^oNSa#@nPVqZ3m4UfxM&FmU_D}@tHh@E?o^E0`|Fg_wHjDat1+bg2=s1ckH+Bl4D_I?dgsP
zCS67@qymWaY6@pwkNy7ss29XDeI!Bcm3~k#PkQ?;Ffv6n6G*K?wdn3m$WuXVqpgGn
z)zb*!N(4QIl>?AbRVIL6`O$V^Yjie&UzJFU1xqUg*CgqI##%fQDjWDHWJzz7)0$Mm
z$?o4@HG{$MsrcPF7ePZyTL;CT7+C-Yq<|AopE*+tHiTYs0xEH%W-rCSU-NP*!fgFhn--oAYs8@~xu3dRs%@)*P)p$`yj
z4_^4ZAx9TA
zNu(o1xC1dB!Lb8G@QzUwpxHgozbZnO!%`u%GO2RNxpd7Squ{s8%yr+doV{XV-99kp
z$vz;j`DFJlWtg4NX)WYf$eI5JCt{XFqb4tA7$Pn`BV$~Cz8G;tdC$pZLu~J9$;rz7
z{cR;_bi*2y*>4kmCNLTwhyj@-6*z3>!J(Gdy)twVm|YO)X8ST!8A-fsn8;KC3n<0J)Wfb6savCs
zPL7njSEKNtvZZAbhK|e;M2DkL@kc;jsNE`1F~)@b(E7<@AeaKPf3BwG_2qNK+(9r7
z*br7#*RAS#BkvJ
z?V42A>0c70N6?b(pmOxdS@4$GvGlxdSRm3DJ0saC14rG@mIyS`a*7oj}DVh-8V`MO3^h(S?
zTOnUZ3+n+>`eW4BCwnG)*t*oy@qmu$YY*2G#-d?Bn!Gv*E1T}KTz9_~c=)oohf=&|
zMwTG#bPgV&`_Fw;o6%W=P?HH1RE7%xo%lA!1YWmU=Zx2{NoP@|9};`Ya^8XWy88;z
z#WgQ)8ys{~txMXZzIoMBDVe#c*15i*Lr7l%Kck=ezJ#YjKP?CVaoob>K3o1bytTQq)$Z+!W
zzJ)ro8={xX(5F58selJYP`PbI6(vdAsKsSmE2iEU(wG9AK&g=Rv@(V|HI5q=`|gyS
z9CVvArPuZgCUu*i@5|KoQv%5?%)Nte&{Y}vv?rLLNT^;aGh6vgh~cv#2Nq8;y|4Y9
zar!Lx1b(P$U*rAi3YPr)9wD~CBNr?p0sstUkmre)fm=J*h&T%bSb^j!(c7YP=k7QpgmwlE-oxMm=kE5qD`zNDd5Hc|l{H{BPTGS=K`01SP-yxG&Uych_xmst4HGG)4sjEYCh!Tgtda!BI|koi
zB(2ei;WMs$KVT<(Pj2S|uOStQ2W6{}Z+P=)>I=l}u>MaGXAJnHHeOd$GUT3GDX
z)P~D!l}vJ|Y6|o<;~eq)I89@%*eQELC;<{q#e@e6+MLGh$r0-c
zks5od*~%IA8YXjLc>r6zg1oh%!Tgn3e>DuD;|tomxdcB$Ag&f1)8A4sNdmN7A<3k>Ix$mp=1Zmn+_M<981^M`J6Y%OYmmrQB3_8sDwm~LQ46f
z_0}diV9|3#Jl0#5#fs_CIvvs@M02}4jn|D-Qgl6fP-O+}e?BkymF2Rstps9F7>GJC
z`V!DZA`b2(wTD@+Uw>IGT|6qKfI@Hfkl3onl^#v>J7zRjWuNaaT-%ub%B(eaCao^*
z&>2`6s-b=;!z9<}y3|7n{xAmz2R0U#4+rjb8K8&ZVJR{kK%$R`o=8ih=*xU*&ekFh
zU|?Cs8927R>(w5X|3`skG9YgmDGnw3om#I!B!EFw3ep!fdLOoyjRUDs+|RAmU9d)l
zl)RHC*^eC2AZ>ZuzAt*|t%TOXynWVn4K1w?bIwFZfFS&)VekR>QVsH0H9p#o-4Dl^
zP!P?VUcY#!vg3;hT-d4mA18sp+F~`1F
z1=W!JA$;`4B;-~Cqk&y*&6%C-waXqS9SY*BAOQu*Ey#ID5{bbSMjGN=Cz}u=3|}LK
z!Y~*@3?h5?ox(kq8`wO@z&@mlb+Jzz>oW!C`0-qPx0C7%OJQ%9T}!
zVm@e=EX>T25cvf!eRa>B9+DdEsyGH>lH0pK9wuOTX-OhN^<&$&PY&8F(XhdxKyYBO
z*1#qMNdjm=MX+4Lh>Zt{v>FN8D#sS3p@y7pZh9EPJS^qCBk*((k3Cd~<3T<5fcycP
ziCRs18GzJvKpUx`W+as(cP35Qen5N`p)Bs-zn|nV^k((_F4`s|zD>Xki5~<;yq6G(
zqOo^E&}}vw4BgAuH;qs(oT=
z71l<62I0aNE;O{pHdYK}#l!N1Ee6`;V&PLt0d%`yU=R(qMJyL&1z|Ox4O|Z}3)diw
zm}k{rUwVPiApY+j(7H;pB8pBn7>teaqF+;ocM-G=8;%jM2=3qG<3q+6^lkXd+}g%}
z{i=Y?-s|z>=Rba&M>qB~JZ{7;Mz%co?Kj|u=1!Iq6e41@C$S4vt`|vG1(onAhVD>{
z{V_NO0ontxEW*%zAv+LkudTfH=2GK~Ke&PjBwS($Cx9A|W3MDxmJz+geE+bEXe@cel1pJp;SIKy<>yI&q`bEas0vKV`H^M{UrAeN~wfpN!AsXs`2liZMJ#KW@l%~aGk`C
z3W(cA#N~?Uz?jCYpl7GkB`Lv8eyL}Uo!_EyJt&zFfS({hcSEa#e*xXxgLSSz7>V_b
z5+2~sBQx=XHY`)0ukD=*vd?mgF@6`0eL0t`*)F+5VK9O?O5hyJ;&(c&fvy%1$1bsw
zg;@A$cYAAt&WF=2v+YNhuzWYWS;`Vv^}cS8$WPHt1s^^T;t0HTT3Y%?*`*tsdFLDK
z1HFfk#%YP7R40=jc;()`mGd&);oH#LCfvkd{@j&+RdM&WdDlSp4LZs|Mc`O7^+%%7
zQC>?B_6}}YKSw(K6rx^{|57N=82-oK`Nv=b9lWBwUF#_MS6e;FVLFewFS*4AcF9aE
zFl*u$Q_TF_;4OmGXunwPk}nowH+D;qwi3iMiW+${$F97-cS>RWQp(8t{u;T;r$R2|Gz+xbT+fEr=xL^#s
z9y^W>`KkuaP;_Y97O0YhL7_Z8vM^S>3mqL|79*zjrK=fEDa22ykX>v<%OaA;7G4AR
z`AFufKuj>5|1^Kr41L;I@kq1!B;wmV?ZX|13>=A)V>?BNv3k<^J3zEAp&`k5jC{Mt
z(*qk-)$O&rEmyz#@}7};2%%HOaAUz(46bb~nc07{7i|n5cmZ$~=Z%Md{w$Z`$q7X|
zA-e*+$IuSpK*xaWJs?>Mnk33|$k*-j%jfGHF)N|EhM`YhR8UY5-7Iv@6v)s!4Sp6P
z6_MC&aqQ(n`7?!^gf>N+dKEt}5$jbSk{7#T_=Y^U&{dT+uqEYM^qXtq?xS>Bj-%12c4iI2!opkygA#v))?Tu`ltO7L
zZh3$EkELc!G!5-SDHZzNl{pGh&bW=s@OHI6r}+jqO~*{)mqjtK(9|A_H7pAv
zT|klFUl&PfKx-z3e@rLGjvZffxT$R&KPF8m0y52+6@
zIj3{3)y#2Bh0eB1l5l>~p-(YJTc}0~x<@6t8D!4@cI5RGKG{v!%I>21drI7q&mKxd
zk-uC>B$>O6)f)n%0Tg&*X9cq{@(+PlBD25GfqTJ$JvoV$Q;khw65jB<@e({|!SLJ`OQ6H99XJ}K_vpM~`F
z|D?*0qN5AGab2JP^goAf-<2B+-_1w1`_=cX1GJ=hu$lid^|m%J^IvwePy8q2&_8X=
zh093Se&tSby5~E7ZG3xc8Pxby7G#GE%$>|so6K_RKmSiMoW;)LSGLS|6F4nykV8>+
zh{6@|Co4bXUP5h)u%g$6{U#5&shLIYl;0ldK5WDTK0zYdD@NU?gO9o^?#`c&sQ>%l
zS=m@G*qe=2Ndl$FRE9eKg|aXykRU;Pgh(A-up2g_J9qBL16xupV7OxiSg(%Q4Jcvh
zY|~n^f=-Ht`bo;yYO)D{y#Dupr^%>AS&@LvcBB%&c<}<9)Mh>ryNk1;j^U!Q&h4z(
z_UiukYe)ZoK3o6ey7gaII#Sid+6bN|?LxS>a7z!l$>J2-X$dzHAfI5$QrWV(vX-2W
z63Q*6OnI!!{g|0|?({uP_wr<*dSZaDB^yjc-4;Te2NGRM$tXqsRR|
ze?Hy5=||D`@f6cMJI@wnzns{b(M8jXeni@&OxSmiS+|!J?RkGdKJnf0%a>nmdzd!Y
z{Gt~R*8n2Es~xTYlwV3scwlPmTX(
z&D-^t7l4v@5U7RvQv27m{VyHb$P=E>E?`c
z$-!(8(;+d}5EC|JzA3T^5TbtxH`RAXIWFL++s2`+s%i?v>-h7{GJ?;yT4c);0E~Do
z{_{TTMT^ybpC(>1oDMJXBK%`Gv9`XCoMI*kPD
zdN2o+)P73?`=WOGNn0H929)O-BKw1b)$up$Uf)oABp&B?T?sF$_Z8*7-
zy!;Cfk9ES6T_JJi>E{a85O(!QXy~@KM`ipG;h9K!1&^VZI%}HNM#W;LAEP<
zoEgg}n;W3;G6$DMkbVUAkl;6`?REZKBTZsvDnun?w6)MSF;8;_D5LKFyai)Knlw@E
z;Bp+u=-e(m-ed*I?w(N&b>yEr-Q~@q_(o)BYhtK`&pBMG?>@G43O+#GMSAaVh&G1T
zHP1vSo{30aR6~u39U0B$8O;L*McLX3k~KRNaPC)`nS%BGW4zvbn3=EF2Cwuf3TtX=
zvJ#|r<0%oQQRk?EwdR&2{mylp#lJj259;&ac<`&H&fy!i^V8-Fn7OsLG2J3r@9NR^
z_I8gmA|>;V*?hBAJNrJKyubMc*=Q6UeVUDp?L|A@>BEdIM$^w8GCf;#&mn<&KW%i+
zXzvLmzGM={Rbk82Ss57_YzucV@@pMb)zf=Hs16E$VAU@zZXcjzn)#3EwOI=)D=9Ji
z6kV`oqv3VbJrRY@?C0Lmn>T4T($h!9#!7n}G%Vc)Yyb`ncJod`Nxrd9K(gyQ~RCBMHVJlUPczo0A3#>K@oqBMUU
zf}a0n;-|>7f6;sS`nB4cTkrZT=}sfWSn?=f9_gbJ)`1NuJwT59Q3~^)L9JL3f^;TEEA-Qy$W;)_
zXBzWn0tg}n$58`&J+SK7_D2$!Oh;_ZCu$HeaUE*5_9R&f8?ggs*3BPGTEd`u0$FUb~2vd;=z
zGI}6QtvYvM{>WMq_v@D&Pqx~!(7yhHkBvUdpI>hhPL$qAvzTZcF}baCq(QVj%AUwYqs$r
z!ea90`6x_eMj*?9MNPZrg?d`)LwH^OK&hPLsIHtnl$p6p6wuMO9T*
z4kpxKp@^;YUBq$U#MD%#eiQZdJN)T%Z^+}R1EXKB(MH2sQ8ML>5q11}Wf__>?)$LE
zfxOCXaFzGTV4#P2idJ~!F+{Zx)A)>&NDrA^FYjTq3HQ5wKYrOODJZ-o#z{P^Bf7
      LT%cpv%Xbk;ZHVNbzQ}b`uqDAb05P&k{bI-!ZSMY2fwYkRo}kjK1Ose+Q88KQ{!_d
zO_H%!P3<~;Zs_n5MwRd5Q>o|b*3{Gn%*h3W{$_r_u>Y>xZVJU01}_T5Q>|S}P^Vmv
z549sYE7bMw(r58!x_jXa_p>VV%x}2t=luPfRZms
z(3@{@A5XXQQB-{Q8k-r3=6Q^_Bl@4w-dYuP^=RzeQzT{t4j6Hqb1F)L*7j#{?IrZIrkegIh#=2-K~TIbG%%wkKTDGV`d)fmz)NBoG4|u|i;@bt^Vg+`^#Q^;E_~cE8eNwg!%FY&o1N*FbdSl;w
zvXw9Fw`7~6mV{439cluxCmP%d{QMs|
z0Y(0Ew>7?^|5hFN(GhR9u96{7b0J=kB?}jj@(v^WX-UcbSwiyxQM5Dvz)=8M^UQA6
zWU|``uda18iPA9IJ;#>L&)=z_w#%E+S|9x<3A5q=
zq`gQwnD9Xp(TvOdo#G!d?!P<#?(;^AJT2f9C^{mte}I9}ZhWjE?P373YQ(MWj)i~b
zpOU$X_41?Vkmq3K@+HXtFEJldr$}FvY4+zbWo2bQ@-QjtKfFQ7iB3pRMHN^I2M8==
z#9+)Na^n)76U3@S@c52~iLEoy7bBI`#r-i4_3ad~fVCKGK;`w5!w~2zdTi(EnBcuB
zm-Hs5CXdjvGtS}T>@8KRubDrV*|UhVQ!e7!yJrU8G!z{Gh^qh)y0*(1$9{Oq_P}+V
zL-rp3c{+oE57A?uuYUIK%n~JzR*k5$TMdk7xO(X~y{kJ)(ONdBw${4s#wLF)@mtuq
z*!^Z1Q+4p{$ev6F>TtT>-jy#NAPplBRrdV6Z3(sOj0c4h_<+K3A0e?PpkyP1|^oq~u@V5>AQ7LS8dhQ9Hl;E1yFj!SD1&rKu|eZT8jyxRNQ9EIa*e+I2j+QEeTPTa75XKAF*3tI
zU6mZFjCM_H)eX`cZP4xRC0Pqltp<+%jpG+hOcahCyT-6}YfX9i4)8KOnCrv)
z$5%+*exh{tEL(6{-K#*;Fb>`X{N(pdUvSoDAGRuuFfOL-x&p3)UB^CbE_l(J|^M6TS2af^R{3vu%KRR(~4*MbqSZJfCNSw_s0C&-wJmGBrG$iB7%M
zPm|ln(h9vx0(tT!C5E672xy#GTOVWebA*-vENW+#q28}#J;q2L{XV12gt~eqc@pdqI9&@>?
ztku17b_d<-0uVD7Yxj2AQMgyMN1)g(55*;{|0
zS2aRkg@M;V`gjjj_N5r{ER5YNub@yF-rr}N1)&;IPS!=|-D`K(Y>@O25gL2pIMx-l
zfNha@?;ahYvx?k7mGS3TnVI+U@+NCdQ7EO1^JkZe`B#i(jd4(8Ov$6#$h7)0V_nNT
zr(?aQB9RpVqZVnszJF;OcJ)0?Co7U>?
zG@HlB8y(rnJYC{OtX0Rz@+g`{Dh5V%E-QcbkJL7O*!4RK@Fjj8muU~}$sa6|3MXW4
zEWF~Lq>zNW`XOC@U5eFLc{^pts;i8wNMP-k4i|GT(>qR7NB78mZ61mXYNqQtdSB1I
zo*leCXKJa8TEzR_SBng*`_IGbPD*7iKcAiXE$d54Xy^6qq}M36;d0)fx6>mH59`?wsaUF4EW3iz1r9?hvGt_0#I5KxpS}+p6*?Rf@AVs`Y4)=E
z66J29QP2N?ZCl75R^b;#rCG&4J_9!$CW>Y`OQ1+=MUtI&_h9gJ;KW0m@#O}qe-K4i
z{YwLoA(GUd^*4}ht&h*o^{p{sJa>?}TW(_KXl!qN8v}R)1mgO(nFTvEo6OVk1;wg9
zY)A3G2_@whlvPyN^LFTL&x}oEa>bX0r|(HtT{N{&ynos9=ZQ2?jr!60
z{^;G!LGjZL6W7%!oO}LFULZqwV!~O(VR}2u8W|-8b%lVjPjWXcYaH^9$Bx#1PA;fw
z)7HfmFQw|Z`QQFbdR3`TgdhQ7?g&8~1g}Kuz>x3$7o^^A#oUw%?3k9tZY)c|Kztd@
zH+*j&Fi+ROmv%y3p8}o1Vl|qrRH;t$4~{(^rF-knw{Q9a+twr(9o@YDug=py#`-_=
z7;?$D{Qo^l^<{%i?p*?Hu2d-pGZoggR5A*Dd6{{s0Nt+&sSi
z0`>eamHx&B|7+pOm)hy}R#emq`FQTZ=~L2O<+G!sqb6oXPsh~?_Q2#b@grf(&fX0x
z)q$$e>$2g2gmw3L@**eSJHlENQZnVDKXrVW*)nEHk%{w#<+OD(`%-50zw5Ve7PyE<
zHy*q8t@oQv&FvV}p6W3IngprI#{GtpipuBC;Z)P$)yw!JyTqO_EL`0n|LT~}Xs&e5
zddFL}vbpw2;hI8WB?VHaPQeakkY&;(y?XWPXya)4q5ShK5iIErd28pUbPS`$RAL-e
zQyCZ-1p9pv)es1=9$B6hJ>H*JmLR71yoh$wKV`P3CQ`~1o$b+bCyZQ5mhm|z&zA5r
z@yxIC@SAEL=Ld~d6?ldnMfeULj8v})4`f37P@E(b>AEL7&qdH~GF1v$xWam(P5(dS
zzS=PclKR?hPp?jGQFj=#Z)jc#-n`=(^{ToB51i-pzjco#j3r7nSUWs0?~F}&;8t8U
z3qjiX2a2~H_;_hQ#;N!2{w(U0qFZOyg@=;4-zmND%~G;KGwH03>|7?dWLD_0DGj}E
zmU!3K7-Cw{^>`?)$t`J7-=c6Q?zqSK!pAac2E9B7xGR-EDqj@zre~#guyR+BbkEvd
z_`coa;L-JhaZ5R5G}quLDd_W3bnimkop8?Ox5#VDUrNuo*MpfcUO4tqHj}Y*>;9zr
zGh-tD&cDvfWZ0k1GCB2UYQ~l?n?H8xLmYzcG7A4^od6cVoBiRRzMgf?6g_d12y?P7SIbnZjk-&+j
zXRot?di4A`{dMDeAL9utckix1JF^EQxd!e6jV5#OAo8$9*YT`YV~|CU&_BB=u{~6K
z?|VE%(jR(#ty!zsj_3Fn4u1Z$nigsurBK?$fC1^Sa|JwA(nD`E8b;V-4}9DG@W=oS
zS8`*2CiZoV)@oREZOVOczoP?cb08`B{nNPefF%$
z%ptL$7SEHb`{oKAXYxDKTqIHMu;+F8Y91k%FY|a;?Df9uiCfutcvRu+EK}RAiT!6U
zHjWqJd4xOYjK(MCfk&;GUsdUB?$5qse-LO|ug-v%KC@&bj4|
z^OF}tC$)%b1So1q~~$vwdae{?K9bahVtXI-6a#j;KR+|_yVpLca^dL}?J{;RIe
zo&QH&os_#2j?+S8U(T^}ad|PlNQ>V2oKJX70wi_Kp8zI}K$8|STedbR>IyZ`6s{L4J^
zA7ITrbU}|NKy5@|eWFT({^WULC|I9glXj=MLymT`)KOo8+^Iy?s$|~jLKpTop#7eX
zN>Kij$@m{O|0#(nhm#>lKMSPFP6=#B0Lkb79|4e{#yMJ5EuE9NPiO5-X%VPq>)aP{
zww)wzu`mB8zo2$wJbCKGBm`~+u87=L#5j2}&%&sFv`CsN$nFdNN1pMQcjDjKUom+q
zD0%%i9l&|HjNrf^ahiOOropWCmhaxoHT=~*?w#&S4OTrBuH}}rTx0WDpxD^p4x_@n
zUeY#mYlPut!UtCw5aLcH3G5GsN?q2ynVgc24M*ktB+#cMmKtXk@NvV#iVlrKy-CB|
zyctOk|F6jA;K;D4qfAk&+V)9-#^AWV$v#^~-hY92958b+VEEe0+`^C6Fo|$V3M#pt
z67F@heZ4ffHL0FaF^kk5533CHafz0?dy2U4b1-0kVZ^mCisx##lN
z4lKPm@f1@{I
zz5uI#c#_tX7nLV9nAIyY>CjJF{U6l5d05YT_y1cdg_JTi5t-*ghNM!-l&Nh$dHOAH0wNGd*9#RbiV(b>s;rLb6@v$U$?!{=ktEQ
zUTZzqb3NB{{ii(Av;P;&boe)`SSw5R=rZtsfrUar^G``^lYPr-bBz9O{jaaO{tG6?
zP*B(%J9_M#jhhR6IU1VDhT-hgcSov?R`2VW6N!xZxYWC3Bp~qu$*X+dl
zkpHAgiLyy<+rNeGpMfbhe?F}a`djUM>;R7u|8>Cvx(j+wLShVB_|Y)9?H7dThBUpc
zO1{wCmfd>4regdl>wh)G+N%FO(Qz{iN-=`rEir8^8eC_czo_2$kAd6=>Fu@=v)wVd
z5%QFoj43nXE^HFqDwY<#KtE7WZUFrca#~-1Z=KpY$NKKOu3k)8IThcBh)
z-@Obm92M4um_z9>5)iv_XTJ5WwJ^K%ufdKB@!x%Z-|fMG4u9X(k9wAwE$+qcYpZ7-
z{+Hi){Izb!-!JV2vpxSwYpEPPHiVTG?e8d
zQ(CsQmM>0up_{*~F68SHH27jlUrb^cwv;Hs=#FGWG$rqQR|{o$lGyDo8^1>Wr)J=X
zIrgS0ASJ})n9qm-Md3Yrm~N}p`<-yfF08;1#y!G$hlU~c?uWsMJ>J4Y>jDsk1r9yT
zYxd3WHjMk=R2tOuWqitIX217TO%+!cE%qon$zJ#w(5Hef`b*4Gm>tk~^KmEg_Z+0t
zzY>aC=g@!%=|4Nnz#7pHTIf3CzQQkeEMMZr*&7iNQvlqR?|c4xf^ww9-`LR5kYoDU
z*Y4(h_~r`XbTjG4-F`QpZn{%}LsBUM>Gq+cOCS
zDO${v>i7Qh86|Fd{!dofG2>-BpUJl|@=WScf8))DrgY6e;i3Q#=DCQc@x;8uFZ)#L
z{@bPbZy_V_JQwQxty{9kwWf+X^n9-(VKGHT~)uw%vT<*GQ0}>j?tPEjR%^O*b*+kcy@DTVEn23PDB5{
zBXy?+{J+)&iDKv|mQQP6?nEYrAP4{{w|(lrC*TYvpI!RD9Fpf23Y#C|AB@?VVQD?O
zR{6h39^@JP_wxVbdH(;8AphJe4|}`t<}9B~#n*>6ch*VJ5D&!Y=+=Y}+Y&y|%@WEH
zB*F!OXLJ@F4@`XcpZ4bey$vkich73KxXEj|BwIu-+w7-Eh*V!
z`1-1f-Oom*DLeQbaq#=gVgLW}zyJF$WgTVyCqVk|B%K$#M7{)p%&>U$XWw?cIk)au
zX{OX|&0Ke>Hf!-W;hpZtq1}EZDvH*ZV|49_b#2RI4xH2YR=xH4`CjMB)^_@@kA3vo
zANL_!XG?FL9lC1o&O?zGNBoaZcfYCm{6k%(pCx{pGY@lR%_kZ@$hKGUwcDxWKa#C2
zxf}0%u>TL@-t>hzf0XzypN?#2M`oF`3t#P|pD$+J$DD$}G>89E`+Tiy6sP4`i85M+r%|?IhB3hnA?x98-M?2a
z6unDkyPk@}@}b-0@DwY&Z3ZWbW;V7pL+PM~e79FIJ8iSr+4w0til6N?atq>
zgg)Zct5rKy|IxSgSb5{ksSlrCy?*WcTE?&dp|CK2650o58bgo-qM41TDb1`fY^yUI
zpxf4Y`Qq*yI?cEe9sPK7jJ*HeEtlyaQPT8$dMN8Fwn_j>m4D<^+{F2a%8^hiZ>f>$0qg`&!pm7
z!knVkAG?0h-uC@npB*KX&D=UF*TA|>ePoxZLQIQhsC
zLyjDYI=$)s46*A2Z}!}IC+ctr5cVid-{yK;K?*6R?8Ho(`_Cv%fjiz_U%fvo_T2VL
zCiC&Hyo!qxJ?@^O113!1&;2F2sJcx!Ac~A8bOiW3%;R;OyS9Cd*c3p+&PpguUe$(n
z8PRI?lFW)CPo!+&y4ZWN%k=9u**A`D+TcC;Yh>RILFbBfyCmkGZ++U8e~ls+&L($v
z@$e1fmR^d9{N^%w>8O%o?cc@6=O4_B!lKahdgAsMuX~T3BF2Bj(uI^F&5SG2gPbPk
z=jE+s4uo;JBaDSz#Sm&lGNqYPK?z<-@Y1+--22Rz*QzkQ*&a|u1
z-B}fJuZ^!<(?~w~{YkyDwAY$UX&uiF{C?mNERu$m(E16FLoxj(({ouk>TU}(H?PGh
z6bhuO#JYcFH2=ULVUIXy(4d7u&a8O>H3rp
z3fDFRZM7(V*=Hx$Hn*PAcfLN7RSI&8)!n?8kM*9c^}NUJ
z23G^5-%R>$e8E62dbU`>aS970)DY)pj$2smvhiC{%QqnhMUcHz_?G;K>OnO+HSWdp
z+=7CF;f{t&M;#F}pkP~ZCWXx|>l{8fe?23nWAW|NTJn2wNB1lR-;rx7W>a-t07-JN
z_7+y*Ll}XF(o#k*g(dvk^9H-Kr$YXob#GeR`gxQ`F0*Ket;Pe;
zB%Yv9IEa5JHfbU05^yABCA?d453$dMCOyCMDgfZ$j}Qyi$dDeN$phMqIwb>Jdp7Z(jfl
zZ%+DkOf1y`g>d{UeAPGQ{HHK7iz~kdZ1LBQ&A$qKT`a-xqNx8j>e6{Mt%CA<;JOC8EW8X
zU#@pdzHOV06TCVu--;DKM*RODDQ$m7
zx|M3qNGp_BzUk`A&7*xP1c$+g6NK}{-YW4d0Taqkc;&NEUH$L`5bPS~F$@WE|8is#M91ym@m0JRHM%8wS5uu+hZb=>-$S
zKMPhK95QIow7k5$f0l3H_iMfVneP1(U-kYoQW~FaJ{laXq-S4USfyUn;A`XFxSDFs
z(jawROfT=Ywm32c~rmsXNZ%F_(|=9Yuz)k211;sj+w)T4jt=|6Q0vNqyL%SIUbG2
zmDBQ<5>bTAsi%!o#I^h7SL~as-rSg$tzQ@D-cqVL?Y`s7(B1}Tubr=dMel(;UGCj!
zX3K5zjST+
zQkn_6BNHk|mvU=2Z%yF3@K0C5Blv=zg#R_zZmh2E4vR-6xkPO#$*9}6Ur(PiXIyWW
zvWT2*v{GqK?s?n4!6RKeu)fHnXacIwAdcPCv6`
zn76E|pXD?p+%*)nIpChPi>od^T*Y}3aeng4d{HZ`Rru7;0pMp4`Du_s{
z8(kwdj@w+g;o+l4s(0RR+aHg&>q-=f88}v~t9*B7l=7%YjuhEuCMG6+zdK7yjj(CH
z*mg!ptTQm;3nEXd(L1{teD>_7hZz}aMGYC_1BHw&;(H<9TT#q;XOO)Di3zIE5jt~1
zC*(%lkG^pEa+ZUG!-R@vQy7u?ix$~y7`PTVvGyy7SwU6i48|NAX}!+1=26dx@2q9A
zdzhK2ZrGSLH;{o|H4J6qYbfPadmp^`vf>Y;2Z5xcNk5%c6g-$c3Isc-3m=gh&9)j%
zGmIRRx^`XplPw5a?k$V>j-$zdeiJ9Yxyuk$(A&3f?c03&^>vB~``-HHXG#$+AS*H9
z$Uqwv#4P$7;c+hh_^Q>bRZ$knyA1?Izki&SrGscNztR#}ye>Jgh82#E0om_<3)hdp
zVb|_HXvk0bvm@ia_`Lj{jkhZqJs1n54wCKdl&T&0rAlY{pB5p$+ls%Q8vZcyiyO~;
z+3>xZKbOZbRQTX`YoJp~H9mCea2^WQyP3%HefNFS?VvYOUa5-<+d{9!$LCtY7u76p
z`?Wj+1}BjG_s)#OM`Kj6^zUJ@V@WAp-u}iQUDu`l$3}X910Ao4uZX2r23(_mcHDQ$fdU~N2z(>VWnNKq#a
zlwQk{++(`~xRB~3`wZB*ATD=W*~^Ou?QXmYB=@SIo$vG^ldGhH?*Dx7>C@{gKP2Q|
zijLl}vnucy9Os$A4R-l&d*&6N{!H&L2tlDb=94bwYNO}aIx%iDvFwH
zk3TOhK{E3fE?gamyU_^}_*Tryb8h3IGEThyD9zT#1;F$gj1pDglrjb!U#8qKUN~Z<
zmuyktdu*z46&HYzz8UtB*yA`sLR&t4@TgJap_+{i4e=KFCo*k%?;w80mI)eW2so6~
zo7>(r|A-qL`?<||*YWGK-kd*v{>Fl-rbedo=f~UioEpFK(Y5(H@$Gj<$M-jl%D6N?
zKJ!5PS#ihZ_N8?kXEeZj?AioZcaO@d$+i1*$JZBra&Of?c<}!2-)`Apo#&w^CyrTx
zbCL=kMpEHtw(s7(JFwTJ9;22guL_eiV(MKh`zuzqNgQ)XDMN
z3z@>gLd$#G2C#Ncsdw)Kln_3p6XaF2J#Sgx-O{&P$EiW>Ubc;H_%(^*&T{Ee?wqR8
zY?ElSC@-rR_t+In7B1Y2EdC>ae?v^o^;MYS7Ee&1^zpfPaS$qJKZ>|;d=a|@m=;`L
z-ASUD)5UL~gWgmj+cGK=9?U-=!1=3Q?3F7nQOjIku7UljEYjads4DsK<3NOopH`nf
z63h=6Gx40dRf9nMDA1BGz30}gU+Rj99^D%Za2HK~{8$cYyl%z=_0NU32i0WbG5!e0
zS0zo&gIF4O_|#Kk`0`{8jm)&7B29c43+`;zB=UQaLbTgWmI$4+OF<*kj=WOYtL?eT
z#LfLZx;E4=TDY+9)FE@m6=HSq@F_zhQ1u!uNZcQZ}0}k2G|8D^{5DC?;(EC@oP8*sppYONl4f
zuV24tnz^2^OK|jZ@WU}RHN{!E_vDTz%`-xewasq#IzeN0V#!BBe8ZR1o8z$i8s~15
zaL{z>RIkzrFu2_)6drL^<2Sq+Jz>(M^t3d|o+Fn@NUU15s*kqzA=RrAF}W4mW=&B@E#d-dutC+P`Z`ZEf77ag$
z>J@nHnNM+hnc)0LuWw(;)XZVV9N$B?Saz;XzaZH^>4
zB=cw3h3T&ZoD{oY#wDopzahc%WGNGa(rEAsx=*tT3Ci;$LT{L?2iinD8w`R?n
zpXGU-of_|;iAWfn?Tw1USiFP4K--NQgOFWo`&1|zwn*$XmZYu>RMYK8rZ)@h
zq=KjK0k!M+EaXpM7!>sW{W6Kz!1n0c_ntZPL0$2zhb&l60@GI8^*8U!w(gMmI@>Kf
zJ3AAfznnNblS>PR{$y)l&A{*=d$GkeZL0=@T5)V*!JFgSNL4Nq
zh;#bv*^j7@w{Q?V@^jjH6t8W;*wWicO}C?G*GUc2^N%7l-G
zvS)i^n+;x-{Oi)yx(dJO80MDEPmS$>p`Z4cF(x4HxE&RXyd-zQvk-*1tr<{Jtnr}4
zQ66q}Q;tu~P=mzH`KpPM20A)QJo?oYEwR1pnG)RwcU16%Nk6aKu2c2F&Gb=EY7x106pWDLT}@A%xnpKm$KxCFUw0pRKuF|NMkbyA|;&>`!RCWRTLKZG;|(Qc?no
zoGvOV{&Z0-EiF@@K9xUq>=;YH&DWGRen-BISICqVE3_o~3>((z!i5V@m(+#5kSxr+
z2$m+9j!AC)y>wZMdoPJNIvIEG-HX2^%t`c}Yo$GRDu@+(+&+SOhqF6AZ<%F|V)77d2jpB#5MV4tFzN3e~sTMG@ZHQXp+>xN?63~Xq7<+jnH(m^=O2n3Z
zz&&$tw~jnNkzBxF8JK$I;Hb@?6p=aUA~3ePrp7LDsfC3%&(Qv8%OsVR%Vp<=AY6zpu3Q=V^z3AH@olH~7YAs|7VYg@B(2uO?%gZ%^w~2VM$ghFu{YY*!QpYJ
zi2z%KJ}O2ZgfZgT-bG`7aeDNw;v~stsFLDu*E$
z3It$`7^jU(+@MZxYo^bg>v!+oMBKb3T@$tcB;-Wgy{qE+T76K+%)Y_Xwehq4{T_yb
zPmsn)13#dhM5uwA8t?AzuBzVaGj|)XjL(ziTt_Y6Kf?=GMK@Sh-%N0>8_3ZvCMQFl
zmGYxR`r$Ax7}}kjE-TT%Tq!Xj;nahd*TTak1O(tQNqkRp#dJ02<;#_3$MO}gwxreW
zF!|Ul&I0GWFKwP#$A+hIgq3>rdKUSP%0iO6E-NdWrXgWO3XNDWbSw7D5~&pOCFSLR
z%a2UFSPrM;ZK{>V*Ozf@O0ebc-?DS3{rvu$%a`LBo7(kB)XkgSx(+n=G#_Y!xt}&p
zAA>_?a?Ysxq;j5jkNt^yY)W-AVn{wj1W|_Glb2c46b$FWiOvD0Qrudn-Mgcxk)KvK
zrnI*yJi`-GP*6Bw;HD=LaouLoB43!smGHVE^|<5Sq?R2J6twri0R?dsX^PsSt|L|v
zTze(hbaIFtH>_Jnd#BGuDO8nPG%{bWnK`o~cvX^h_Uwi01a-|JCkU)Id)wCEsZpCH
zj80BYaqBf>pLjE)vFzS985(+PR+grW8a~{VJJI*}6XASqetKMIBAM^>{tqa1vd+e1
z^2t|)V(ZvcUHN7Vu_+vjCyAS*cQawgz2(1gckcLwgmlLTu5GkQ4?|x{6XVMZu3x%a
z-V%K3)ILftv0OsMz;(iYqmRs4cmsA)L0EK9(x9`sPzrbN-X#})e+Bw@fu&jSn!0Ml`2$)lK8@N
z)#EN5V}W2eTWkvM?-&N#xQCSdfPAMd%j$^Y2?wUmuTffz4WKVE-u4fPO=11|^&$~V
zbm`i)9bR*3zj8f#vUzVGTN>})zrTXOIKip9&x8Z%fLckpuSqUr8xj;=xi0uZ`!~+L
z)x~Q#_O>0dV~V(VQI-uP8w%niS$Q&s+Q{-Wm0J5^NWtqTnaDv{KUSqc94HUaX+%$&|ggGfK}S;#iw8{k+B4b+4w!4dRO$pSOr0LOwNeVS`G++qWxN
z4MBe4?gz5gu0ux4E~)Hh=x#P|^q>q=G%Co43&Yo6iA5R@p;R9IZZ5aHy+QTo&!0K$
zpM-xyjdCwm;yai%CPDUl>gQ|tLm_8D(pojYgqg9`Ocyg%aMI+c}3Px#G}
zdyQ*y?Gil3>n*6?GwZws%?-J6`NY~#eP@gCb8PGDF#4oCuZaiWZke^UI5h`K`-IFC
zaVgMR(_8VG;=Eo07J|!8NPcyjnTaDzALW2Jh|#pKXn4Je4$UnLNr`keZsV1jKs<`c
z^*g&D$sOVEKV)d^N;q@=ElV7vtL+NoxhfByJn4j2SUPvK@Y138_jh!nd~tYxR|nJ|
zzUb;nJK?VBeGiU)G60ngL7j^8yiTWV!WQOK{qJunUSP^8EQU+n?|E!4fTlC7l!}T<
z>brO9?04>(^9}f1*^v{Zz+VXEEKfjs{CQiC0oyTtEc^DY1QKb*-(%-yg4EM;bAzW&
z5}2Ekpy0+DMH~b6zz?LRrb?joSb4U%Z9sL!kV%u&vD-9Wu%MggV*M6TXa0Dv3WpVU
z>(<_YfDRlbl_E*2^nJW)PWZsb({8TG?#=x%Kcg4&Ij;8iZ(lz@*&`S8KA%cXcJF+z
zwWV?UxeFIQg4I+e?Ho?d5xa$_6t#7|QQI|EnOpJ$v^~8F)mebo;t>LrW|2GgXNj2TD(v7{@Ha{85wR^MDr?
zM==C`U_s-jq?V@JR}aMAk-T{w2lJp_8qO}FP-NBDmMvS1c)+%sH!EUW$3&^$KW!jW87d4A^@^AU=8#Xy*KF<6x
zkyl|tz&dHLrTO>9vhwl=`T0G0&*C0Izjx`~TY&@2ZS1J90^sOts%57n=ee`3gt+*q
zy7ntlWbTeQc+x8&g5{6S9DtE}07)PcDo*Nt+oVIm!CnLi0wZuv3Kr_F%derKp`qG#
z52PhDzoeErUxS@GGV_7D?L#5XT=!--`<*+-VQjIr
z;`NCBg9b%$$J3U!4`t!G4%&3@wrI#=YMHhR{iF7{ab`Sd
zOVa?tfH*z8mlg;qQ7VBXK5d&ge8dPH*M{nY<9yv8>$!Ze4LfDQ9%b$m98U$36c#>SK@vp-Fq}*oPQV6xck^ZUl4Lty}wGhl$sxN+l7=sR!g{PhKprn)S*-_z6M70C&>0eTy_d-n*Fw+yTH
z=mCc%@)q@^OjsM<%3Q$Je&5PxE~9!8W&26<_MJL)qGj!~w|l#{uI=$+AAmOXq%8|4
zRxUo|q`&*OJOu&fDU#K8excxFBdy@LE;hYeLbME|Pb&TzIed6apQ*J~)BT8(Y#Zh?
zbU53|q4OGU`*2qeu<({`+q`ew7{ksAZ8$!ldpdZ4jJ`SW;U$H_F^vYIHehyib=LK(
zU(G4Z6{BNfWWrK9ue+tjh4A4rQzoADj?8s9bnICB08?+EZupfe9RWjr3x+;oy~e!x
z^CfRtJyR$`swR`U)%@fH*9Pr#7DFH*{90OE#g!$F+B>J=Sj)+NW8X0H^D)hI7Ng4_
zD2)T7s}HOZsJEkBdd-@zYJZo|V+G4j8q6AjuCO~S-|DGfMI(N--_Y=y;3TAMo2Qb87>fc0oxJ>^arEu9j-!jwk9%04N=K
zy5=Xey=wZUd=Zw8k3ZM$a#>AS2J9~Rnd#AS$&w{cSjPwN|cWSu9
za~iIh2in_$ZF@s=bEnAjIFKsxEx^+fT|TvE_k&JLYwO7xgVCdvU%!4`c_=MA9U9Ee
z-abRYfAe8=63ZUr2wT6<{G^YX?f%@+Pf1p!m=B%UZm)4)?K!jsHRa^wJc-gMFlc4(
zv<0bg<%sU>!p~>n&S7h7JFj0>6V!aiUcGt^x4z$vH#N#8QG9P+0?%(n>2g1cQWPZ|3KJ)?5vJg7gGo8Y-{F9Z@aBpJ
zYqRNgoTCmiPVDS
zO;L#%)E->}m1H^bmdOtk6>sM7z>`D3b
zB(N`U3?gR=IbOQ8-A%LeoQ)_DuYX|RLw=4-e!u>j)Pa`AJ+lM0C%EE4ju9BwAI
z_>S?+UyKN&UC7M6ES%AIs+ORBAhz1)SCjg925=K}*(Yfjx`%#`@Q{Hwk(o7X7OOUM
zu8o0DLpFN*3nTgRMAn_%4`fnBbKb{{tXT=p>h|>M(-W1CpFj6aNSK7b?g@>UYj;?H
z++*YO?5|KS^I0*}(A1;_MHrJ;o}aS(Vm*HP?Fm&o7j~DJHMRK57hjkRdBxuPMi2uD
z&zDVZHKW|+bSOYg_n7VU^?9#?H*X?{s@}UKtQGroLX4en`%x<0v3MGmW9VW@+r@YzkLfpPbuY8XK;wvinM2^LDQ;KW#ga8L-&SN
zcW7Im<1p6Lbk+Lxvk3o~3C%&}5kZ8tu(uz`%C^I%S`k#}U6q0Xa;(z$3-w4DBqg)-
z+ukPZ8ihVLbmx!vGcaB1tF>{+LhvfG;DI!kgUtsil{>Zy1V8*I-9_BpT6kWO*UuSX@{|Jr1wg0*asL?8czxk
z-vT*Rfd9<__d9j$Sol^9#WbNiy9_!Kp7Qt#fO2=E8D+he?dE)r)-Mb@R_+TdN
zI#~0A$MX&6L$QnZ6ooCTK2D&XG2+QZQRj`;Gu-_u>yIxVd$OYe-lcmMti
zIy3(MkExOQSCo7~LHjSBKY3CWrOfD4b*&?Z4U6KFu`x-RUSz0z=gwKro_(L2`)TDo
zOUvo3U>XGALuDX#yXHHjKe<-E{2J`V=K+8@gf-#q9f9Wvz2e?1dOq6Qz;!xl
zX#n)Bcw;=1S=EX4URC|FW2@Q~jiT_NT^fZ==8Y=IohfjO5zw{=U|>ze^TR6$ayi|B
zFiMdy@$mHikb0O%n*|oSE_ZWt%OWbWfacQOyC;A@6ZQ1i0jt(ZmNGRB%nX~n+iXSr
z2||?6X*gCDP9BPhBHk2KGLi6`^N2qDk;4|3qjkQNudf5a38k3}JjkR>1y3NtkdT@D
zsslP7Wu;tb4RMITZ(;@Bs~BbFA>IZA8m&9uI|aNhf0UNFz{cVGr&YHuZ#w86L4(Ztr8!|KH>@CR^=Q>M9Lk7@zW2c7J8$2<
z{psu1X`;v1s--1#I3Y8q;(TKp1_(Xq?>}bcp92#YZ~AAZkX`5CfyKIp!3G9r8I34IAY#8hmAlW}Vu7B!I`{EXVqz$yX;x8D
zSdF1lFu0C!*qqRb+a0hj>ejpW92$SfbY=_HI{8*P_ucA;MZpS*(G)fV07t~f^PuCj
z36$Q5b)jG)~1j5MQ|3o1;-i#y^GvMq_lvMpgW_~00uiCJ|oMRO2
zLHI{;IEatcLn-M6omCkYQst19ESEETJIBL$G)(8i@GV*1SikSligg8X
zeX;Cf5@w)!g2m-?kYLKe$NU0Gd%4UgKm_-Y>S&N||t0-qqH1CRt
zjt*p*>I_J1w(8Er4}OqV$)6SjYvcaPI?k=s=6`2pIe(qh_?5C_{?@HJOSgNp)W`z-
z0>$Hk?O?l;SoZ!CgSEqV?um+FLLGy8>~*n5Z|uOZ8Y|YfA;_ue#t$o3G}6z87I1
zMfW-Uc(qq^q~;TGdAbP+V_eXtpM)g1Opp8(3+ctybO+*DH)UmG$lD7v%f|n{ObCPm
zo`UP%K-gS-#k*^i>#B7okEZFl^rAMG_7pFa_J1Vg#m)xzo(<_uV4q7EY5M!Kv~fnn
zJnaE@A|t*1{UIagk_~8p&os6AGknMpyT5hj%HCTxhu6QsO0|}h0y!?C+QCJkdl_iQp)yHk#`kxFkwHwyhyB&P?Q3vy-u?ANqx=24cbOuW+-?Br
zNzd!bhafiHJlgeuQ+}y<0c!%rw6VCm`ms0I8hUX+X}4
z^b{;EFMzW$oR2{Dgwm5&uZ}_xa?1B3=_{pLzW_?GK-{3D^lq4wkFFxSD8)(TX{LQ;
zTMSqBNob6oo}Rees01RxMO}jzU89kAN<>*0?{3|?VY9Saq$X;#qsNbD{=7qs6+rMr
z^4~9m#_wCuw(Puxj)|Vqd`!vwr(fN*KyxLH*f;uJ);cffuZ$2*UDDQfGC-Bv8%b^W
z5_QlURa25{zd+-NK9P%C3~A&MMIzbBLf*Vu;;_4?2tYKM#r{@NHu5-c6xF&ev_9@+
zy{H8?<|ZnI`&&!fbLtMkk#8(aJek!vKH|RQ{?Z8$1;k6WcCNmCs>`VEG6^RVxw!G@-Js&*6fIv_TU3&Er%2V3Z
z?NAL#W^RrCG(3Fv&Gl>729USS<78(3mlmKy*`bps0~lTHgDwXh<|Fbw*>O-=MMXc>
zPi#qAf$U7KbLU48@xg}<&FdHN+b}@Eb!|y`#7$R=1uWPQtvm)>_Rtomx83LN?&obk
zHuilueskeNMhbGGmyD5Tw)Rk+OwO0FHPzLg#u2G>Cbm#d(fm;cYtu1ZQ~C@_9Od6K>pHg9N-`;!Cl&GJ}@0~b8*fnIj3Z8>y2E{8@YFnOk{k-sFD_?hj&>Kc&BNgh$&SZw=wm{Q#R+VQnbLGHca)yX!|n7D7XLQB|o`
z#OqOouXD}*DjP}!V+VW}{tdms`W|-0nMLs{r%6jo$Mt_o{@F`7dlHp#XE(((%lL9w
zgDsH?N`-0PFO-6#Mkx~IGiVkEA34%ae9Wl}47|2-+q5^n9VM-wHR!f$2K<0&d1l%sfLDOf>e1Jf;FsmqU*g^!+LOdiL
zo}@PTNLInE&*d#OjbFpkkyvqn(qT2|S?&W?<~!}A5~aud(7hR9;m+BaoF|$rf&=E<
z47;1Qe750^@@~*Ken*dX%NXyfJN`gvaaGkpFiOj?}N
z2D<}Ac)foU-jvais>}BV%X(Nh{(AVU$hD3W)HT{;^XARd`zu2O+L4A&@MuXaYU4IM
zzBZ-qlFigb$Pp?kt4<^JXzD;^)Ij-B`1S{-sGSrIzzGL@Zr#%51bMmf&pXvgG^NN`xOB0D!~4
zHB~JB(pb~IXU|gD9>LrrPOO)o!Toi83GK-(%rYRaN+%de8XcM&l->8q;`b!IiLBdTe1TpSw6}f!3`jw{
zwQD=TV~bM*{Qj<&$S5O6Dlppgr`UbLf(5p`5Z!JQBvi(2P~k*Ra^*M3!<8HwFX?%B2NLvhvVEUKC7QKk@}_H1T9a
z$H8)8HBgUr?W*whfxJjDmVwl38W5Rdu$SW}=np=C?zj@ly^dE}YZ@TR;Ao{o_CRXc
zu3Pu_wgV%UCu{JP%!ia5`LH-UKHcYQD`j~&F-8b0SvIG=>TwtHv@~JK+c?4#B{Fcu
ziytktx$WCWlF7tzLjlc~q|Fdaf7WQdyb_|R`?c#Y=_yvmhYzLEjJT{kO_}0Y
z@wzj-@uj~mDkL|R4@>hB!@|`hX>bhg*ECAxfp{Kqxoeopi;Ii1o%jaEqXYh@YO71b
z3_T8@@k19Q=@ioc*y2j3W%nJ?Q^xxY37_l$xk7hU9jmIi+qdl}?z=MVOy2g0)~htU
z=z=%*k(HWzm4<=%&f=}Z8cE;V!LYCtki!4bipQ%)3!xFLfK-%@hf@_RDr}ckNzE-H
z5>A*j=|*A~BJ{>r4
z0G(YrlRDKTQN_sahQ4fhmEs?h9Hhc`7^pzAw+v`;KYjZ2esJ~}lX5O&F~S~dYx~Ei
z^>z$}>ySB6YWZV|(WHD3LUF2>T&GSx90QU8uUp(>fT36g=dJI{3Jp&H)$rlNkso(P
z!~XE$L%G-MkWtIrt22<+_YlV!r9>(UlQ(UQajT|OR|u5>yAWg$EmxDG!lR?*$v`Wr
z+*%rRAQ_kZdR^{pF9FFAj*8;Mm^BL6rFS}S(E*6fXp)pug2{m*^@h-;6l&dEQ($v>
z54Xbzv_`0k|6CKA$q1;Cz)`TqCzN8En&+O?7k~Iz_TjJbqJh19xhD0r?Z!zodl7vJ
z*)I{>7eyvAfiZKEIzXQ535&jd!zb>
z4I6SGHt1)JaW_QJPfa!~ZVTlHolg5ztopF^d&adfnLGF3_maetSjztCGiHc5N*y4S
zdmNE5g-;(p_9RFeo0v#CIOBsYkJwyD3bAwXhS}5*$^_1$h`WU6h;!#mjr_nGB@nJm
z5j<>@@6~Y6qp^0tnD-MWO^RX_Z(Mx*6z)!;<;jIHi%Rj86M7hekL{W@$d%%3)4Ub`
zehGM6g0usn{WM!?I#NbSF28b;cJKQAhV&Co8~TTyP5at=r>QAB8=W2%$9WZUF}DR*
z^BzBWVgkl2DK73)X5#ET5%@Uo&L-U4Sx}+(dInTnFM-{B8O^o+R}rBQjD>$J&IRJ^MW4+xPE5+}>lS4{xpj
zbMS6EbX=3@R3k-r6iuXpmT3B5-A&-M`|?&~NeyI_xYj5acQd0WN66V6eui^AVhz&j
zX`m^P+l0myhJdh@_2n}KgAhRXSMDG$FVFYZS@&vin%YTj0va@+p}}3x&PDYEM=>@+
zM3f5Gop=A=Xy>%Oy!XIh%Ko|Sqvtj};qiDeBcmOa`R-^dtPogK7CbCr@W=CXNXTApw#mrj
z=@}XALHUFd@AOyiQd25O2sydAcKdpz!~<_pyB$X6$7Nw0V~LclP3p0bkO-c)h?%e{
z!3ZZHdc@=aqU;lf9tLzs_lOp)=^m1KyaBUJ;rwlFlV2YA{dcWpTNstb8*cOdM)|InpB$4|I^hB(3GPeCj45M`~W)LhUL-
zuXsd-k7!(pOOJEEZHMbuecB9TFV*C(sInN{Pz9hV`SPVb5-uS?s4XF)&+U_F-ihY~DYBI&
zb_)s&5D2=DuS?fv4Lb5UGkw}9JyPMGTGzu3#H}>O2h!5gESW94TKKuDDm$V-|~
z9YFQa#fJXlT$f91T)hC|$Uc-IiBXiB?RAr5X_}ErY=cF|%hc6X-(QZuX5Qd#mlntN
z7Lgc%zgI-Ss2Ad@>AN;`VUQ^mMOB~R=>?hxN&#GoMoae|9sk(o?iNW1S}`+#G8iQB
zW_t>&)TiX`QJhi!+(T$dh47m%E^)K{=hRdqqI9RwRcb-)k-p8lydY4F)tSOzPB9f{
zlr9T*PDm||9X?==
z02z2_3B<=9#2sMhcEuqPr*}mz-1Vh8#17~sFJXDpL5b`vJ!gc`>BQym>!sF+H-@=t
zJJ+sydP;Zy)b)sPyP$t3)YhK$;&qdL~!QE&@9os}WA5VJB2$B7%m
zky<_f2H)DF-)58*zzJ{v;?mOe$l}6_`Sc|uIbb51p`#j8RyThmlr7@92VBOjIHBC0
z%QEMKll=}xf2}`wFxQ9n=aT-D=I*E8V6uF9O2+-q*>Z`|3$Nx0bu!5dDU!BRwXGN}
z06afk`!IVqB&hUM!@|A!I|Al9P5P%c8YSy7{o0Sb(vZ9P%&f?7(HPW4kE71<5O<96
z1TU();Y+UXQQhVgQNT)Vl)=$fw>olz?$SRdeik_|jB@dih`ICT`Ev!@o)R`4LXnS8
zp?=@Dky%+U5}Z+PyPHxuPoC_b8a&zKPw2v-0sHnzWo{KBX38v}&lFRs)xTM&B2WP*
zq-d5OMfM6L4uV(CSC5K{5;=pV$z7EG^1S*|DDNxP&Y4A}@v2T>4*iZcGW9wi=Zy-d
zq|b3NH|ULVFH&VYpfa^a_XRUMMtOZc{{C{z{e@%S;XosY
zzq8Xf3U)tuTi#rzyaNO+ssbNEcw|)6d>fksTxiIMl@IoGh^|VEe7f1+^Y_q$5P+Rd
z{yFrwz2~A1P=4BIr2kcx?_+2${#hbCA)?V}<&uJD$1!BZB2l`B5rBBJTs}j9K#tI1>>YoBeuVxUTjNrj1d%J)MxQS(wuNBf(Jj0H=$Z
z@_KbMqE4gXJ;X!dzGp&{#bI;A7zE@uHYn
zn6T@I2B5m{kt}W4O2xxhDNuZ7p684q1vcf}SARaf{CWj--V~vSMIR&Geh@Oa6%Xai
z=p_zjw(*N~+o2ul*~^iaK+v2>8#-u^EScR0PLKEDNjm~3(vphUlpfW(MPXvxYPudH
zm2q*}Fyi-oHE7N~#L*fpsuuzjQB}}1C(0nx9lfb2IS6sLz<`7OOe9XzU-#G34iaf>x9MpKi&Rb^z|=sA~R|sw@tZxFa-*9%>ac
zU?GY(q(3)?g~C^&|6>ZsSfpZ<+30B8;>-o;0NP3i4@^7@%G<+w@{A&yHr{vc?CNY{
z54>Rs-
z6v-xAT%e)W$Gb0@N0OkOUoI1yVxR?du|XqmRzaOUFJzyldxIn_26?)ZO`?+*Vj>jD
zssJNO4N+U{&gQV?(m7O6_jWPPkYW$~?
zLKIB|0e70_m5YrkchFn#k=C%?3sDqm?s77@nk|wGRG|7mP4+TAlqL|
zN>n6Tl)bqz2$ou=imFHe8kCnO6SGj3WLPBQ^*i8*7kG44g->j)69`PG+_4{+Oz$G&
zr`4YxQYpt-LEVLbWO-*(FWg!J8G{z{p;}trHB)~*?q4`qlk?7)3zv5a0G4uFB0Ol_
z&)V7*i*uQTrG4A!_Q=M`-vKdFgOtOQG6n`u-@?$wxH(4ZTN(C~$yjT1ai^o>DurXT
zK}l!fe2=PgNmemtZ256-{yrXN-5ACann5@6MUgM6)CWvE5mCtQLPS00a7JdPNq^<|
zSDo~E;_WUk`1{I)+K?FMGrw29987K(+I915RgCypTPUW=E$$^@Wio}U(&qT)OS$@bh*YAMWTNtf
z#LUCvUkO367|le|3@<31pLb<?3m+S(FIVm^&=2vO!EX6oO?swy%a@ZUD5
z%y!i(Y4qkK`4YOto6nh0mjyYTp;%2rc;h_A>5(8p(A0NVk#id5{>$Nnx3?4$hjwHQ
zsceC%1wJ4d++J%Q>AC`c5R7*{sNzPw1wm#2||1jmc=F{58zznwOj
zjMB@j{$lvbQ^p}Agd%MGwQtBm#3UGUer{)Xm1x675l*f5JjZPt2nEjl5hJ5O%qM}-
zto790W-9r%@oSy8q}6#lf-(^6vQl0{UoJeN3>m=P$@x3z#WME+Mlog>14|4=y1aY*
z{BHOsmY1f04w%nqSTxm;Kq@XIo$E>R9?^&E;!`lfRRv+52(EWqe4DjaxNzt&k`%Xo
zi05m6)E2Xd#}cte?SstHw}n<$)WOJ8RGdIiFs(+m=ne=j?b);0hn5dR63l?!hY!7&
z2^7bTQ@3Qvk8;PxL(7)B7WVjK)gd;#wxZhladtL4)q2oS>2z<|$a(9I{4)rk!{|#|
zGwR8cY5NYI4MJTV5RfJNxra+Hn!<56Zlr@*->iWh-D5f2myRI6%)PN@E&yLpuik?d
z;DkkZBLIuO0FT*H)8?Wzji)X>dStBfVW5;AD|wWq7th|}Mg`sCH`N7vIHq5-S36k{
zOTyo5P40-MQ+IH(8(B`^L4`fBFMST0Rf3jXU0n;_w=?4Lj?oi!#lRzCSXIysM+W4@
zI?2k&q%l&+Nq$7-CMHIAez*;-2u0^hr3k-5W2i2-f+T!#UaR5n7=SjW5O!3&8tIq|6a1@_^o{R*L4N|3<_3m@&04R1*H9DIl2_h
zEbAj}KM%zbAdT?K=zs(=pPi}fjtd~O8xIY+t|ECUtQp{r
z@*sfI6nJN&*1M6@lYJeoQ-ph!mfzDgF*ZJQ{J1QKm4>ajYl7U`vEva)I^x0wUpjR)
zKSqrhv2o9rzlMjMQ-1}w=&|0Aa3nz`543flvjn*ao!${oCH{gwW5;$Qd!>OR!EEt%
z>Fop|6f-By=&^Mj(0Y^@utg*5m8^HrhPxGU$+j(vW(NO?c#s%
z*^Z;ho*5I_`_AN|k5M0oqb+*Qwf!l9XY>j0y|t1Ajy|D;=fdU?Ioe;MAm>PqtM6^-
zuCb>JBOxYBm#VjK-=3j-L6L|FE2<$-JDwh?XlZ*LeX;Y&s?lQh``NS3l(HLs&Kc{)
zz||HQ96OX8)6LCSRXm~9LG*ig*cYnFu!L2U
zQ%ddvjk16Fxp?QMl^u>lxx}gLq7o5v-`&;1PIn#R{qn&B@4gc*R{;uS*g-2%+;_o^
z8#k6LnWXDw%m(-_Z)wdLFSiVp$PE(=GkSdY4d(zTQ=EvdXnBgEb`W(>~L=WJ>suP
zTIX!OqhUBeyW|K=CBI=`AT7Hq!gq5|>4ZpD+W=K(3zaT%=Q(`zsp4Dm{+-+YOjg?e
zNEi&5f4Pm|vA>Q^aH7kvebH!u#e+O|@!}Ck#Y3uN><{78pe!MN15#9PW>Y-Lo_^>n
zLaC3BP!I=`_4to5ENsAnp#vD|=+9laoH=j%jvWJ_0nQ=rm5N-a|A(CSL5=$
z0v^RQp#~IEF}cf&&(SXEhg$fno5woHzE7~vpMW5hlPvzSu%Iv)$U2gMAp>9M#=>If(afuIp=n9o}KwYY!t7KZJ_q5M0mMrr?j;PvN@!_HBQrTO7Z?4M9h7
zm_I(ydT!WDI>v=b_^~}iUk4@*Mq8<+9B^Wv`uFVRD`*ZqgoXib9KEbV<1ny)|Ne(4
zV-HiK9;OUCEWQqn=nF1pMUoQnckT@02=M0og4`ahf0dUP0QcR9JIV|=^}15>%5*4?
zAw!2YT}t`X`BhuDwhK`f)v2KZDsBUG~eFMA5`7;^-G&N-@7yP()
z>*@RV^;m;B08t*_@%lv5K3xvM|0$tMN7e9{zaHDA4u8GdP!Mal`e)L{jT^Ish<8Dp
zT;Elcb)S&_h~r6n>o8@(VeX}l?!X^a>t^1%b*pmMrETXUKWb!dH63^)mC)3!6C8pSiQg=G
z@wIBgpIVyXh}Gp*Fz{N~V4frWit|Mj4QAN?
z`ie&#BhR0oTA1Q7ci`N!<~MKM3SgjYNs@~$GUY)8=}&MAv#&f7qGM(p(ryYvNwfx%81Np(4bUCLOn*QtVl_OGAc4NDr6*eUibh1Kj%8d0lq{90`a`EEcQJqRN10`A?DGpmQHs%rPagZF7pO{{waUbYYY
zT!DR9`K-=E_|#M9%*hSQ8rQYCELKDy$0H-X5L@h>f8BpCx6&R?{Jqd|d*D{~0%q(%
zPqK$(B}W&R@jzP>mM`x&f)tzfgkJILd$8#i5ZJtcD@A@0nHRgpD0|Kbx#C*Y6)>qQ
zpBZe=kN?|)hjnXmBZVR$==9T_Q&yHt7D*wfkll08m&qc`<&oV%I=MYIwx@lPV;UC`@67bTVr=(5rn#1464<78}BIb2YK#~!E=FGy?$u>G~PPgQv
z^nx_)hAUQ17J*D{X3S`b%vDZFQp~q;XwgAv^Srv#sw{v%drjNj9sMzif~|Nk4}kaw
z^EzeeL!i4oiYb$^3_l=^W5P0mATQg_Q
z+=m)@P3^DMYpBQNW5NcHV+z@1oR+uoduDq)!EK~za=1aiBZqu_d~Qd0)=i)R4vA3I
zjIzG{RuO40-;8IWEnf%3esm9$n-wVXjHp9RA)+Rr8eP41Z8wvsJtt<@^=a8;tK4l=
zwnHAxQW)EH?;dW3uC1C(SigSQv<1D6&sCku`Pk=s3zKa$9ene}gID|w4+#rv$%d^N
zrtK%U5B}jJ6k(e5S?36<ugqRcUEPO}OJ0i}4SWl+tdor`hOxS!q>ub&u*M{CV>3
z_SL8LL2qHRVHam#*`SUv+1sd#gZ1Vnf0fFu%AvH|`D|NQ)Nv-_3TjybBr@xQ!@~nv
zN~UyhEJq1bA~&n;p%UOxrA}FcR%q1JGO0e2`f>CHGfZtrE=mbcqfUjSJk$L3tfapM
z8tKfp@Z8ne#k~eRE9|p!O$o(b;LpBz@&%d<3KC;GbR->Y(S(KUYd*?AqW2U$4-UJ^
zeS4&4+OdJtu9Uz)dgai1%P
zb_`Ice$x$f1g=t``P8(usQ7qQd=t})pLOzRv!mH;j-WsPvRcf-tqRcEWPVI!scSab
zT8Q+--0ij3re^x^O8$Ey%Pw(Sif#tC2^$TuZ4v?qu`>ruR48}9Lb4DqMPM0@Y3Uk;
z)TX83`Rn~Y1D$FLw0Ue0)V&uw{pd^=-g4>t_qVg3xr`$9CNd`G=C}R-HS4!aFzJ8D
zbNa4;)A^>;0#kz|h1_o4IIE^rJnR+MakGu~4wzJHqB
zSNg%HZAj3f_A=?BS$W?yHyOkjrlBFd@muYv_qAuXxsFD(fe|EW@I%wgQ^&i_%Y5tn`K^YK;b3!59~H~k#6&Ygpdz!1CHliu0fd|;tq`GR1J!_&bFIp4;
z>emMD2b9P=Hg@6ppa1L_+FRXiK^8P5$J@~*{oQ+^mXn-`>gz}*D)nPShiLSzNvDc9
z6uu`09i+Z>=z$RKDlB{OMff8$G3Zx2$$rpJm!b5Yn(BbRi0n
z9*P@RuQsNbb4#BF+yJ0+ZfcK6kB4V4`JhUzY?H{ejG%bZV#by*ip6$uF9XCp6P?m%^Wzo5X6&i8eNP126WK11~p-1u@fN@gRkKMJ%b
z@T|ntQ%(JjTXUCfhndhmddE`^e)K^%x*fxJo&^{|XrBsa|GM}06op%-c_*aax
zA)tB0fuFH!-x+2vkGwtT*u@aGh{VKod(|kTZ@pr9>z>%z@Fpp-A(6UP+Smh-ltM3H
z9)OPAwyT0lUT$EJ^<}~5v_Bt%P(kyT!8ucu-Vcn1uVq;GtJ~(zkp|Yp
zY(ah7ZlM;m+Ho{^0l!4_C`ge+t;Z!~Kd*1^-d-swdho58&(tJ7vw^n)0LbFU!=slU
z^SiNQZ5}POwx$X)hP+Yj(7U!P>mJ>Pd@-((lrO#a-Rm1%dXK9gqpAMpAG%1gkaQ~n
zc)*|m7M*XnH#K$ihVjHq-mWpTw{Oq+D3X6p8Q!@zu|5=;QqWlUmOLJKjF+G}5W;7>
zH){PmvPaRprvd23pY@*7sG#pA>aTCj?5^H0_*a!VVeNox3ZELMZ(OmWKYus!%$a7~
zl!(%!(C;l%A8%oC9T`UD_Yc$b>iK(;%P?lscZJHfC7pk6GXm<^DsX#+RJr)Z%K%pp)LaZ{M{VE+F%czoSx8+Mtgl
zAKjKD+79ZO(A#R!bvvIO
zGkNGqOItg2;ND|9T!)WGb9ZYq3*k|9vy7kn^6beYjlafDAGfV%*
zCW$1>z3d*Vk#M%9$8{sZ!kVI*Ji6&4w=KOwrsHeRo^?})-b|}Z@0wKosBXlc(2Sb;
z0t5fb#o3{zGoRh>y>~T&IoDo(ux(zT59AlCM|$LU=DS_EaKY}1S53wlAXu)iEX3z>
zamd%sLr{-NVKw~2aOZVX(`o4736rqX{P^i#(eKb*xB5xFQu3BhuOCobSyR1~
zt*T1>CSkKdVK1FL;!dBIoM(AnwMK2*UXBMZ97pAa|9A(?E^Dtb#JMO-zKvV^iJlnB
zykTRt(!WQ#w(PyVhl0cnKYMm1zfbcw9im+Z(O4W`-1=`gU!U#cx@i-ke(f+s$RZ+?
zK}t6h6$w&MsP<_9qf^KOqvJ1q^~#4Dxhupe7=>f4!;ZJ_-XXyeI!>W_L0P96iDyy>
z-HWL7tE&?n)!pmk2mQfJ@5tJd
z?6W0HmsYV(g^EV6W!di`%aY26?*xiV{k(vbn14d_`>3r9}Nxv
zes5`GYumhCyW3X`3G!wjOzy;UQ)!H}NR}3EV{U_um~?cj%qDRzAaVq0JQYE{?=|Aj
zwySUH6H;4$FeWxuWN()*Ulz~UGrK9z$VNtnPoudCNk6_GiSmOP(tY{0_V-#2(r*o>
zL>5~iS747ewNUUVcV9ej7CLv@#tDP?U`!`0sbKYqkpzIoKpSX7}=P+Eg@ww=RC^
zP_z9^8E2DFDLggpHapwL4@?Hyg*Kq0YnEPLHwtvwn;24Vr0rUE_j3(<=(WbsqH
zcI(atQ&Ut3B$*H2=DIXwcX|TTB2JyV{j2Ue)gu`F=oSW{k3$+RVaZqst=QLG?7AL-1l=-uX`{MylQM#HV
zsi%FE6d)
zHYclM+M9Ev{ZXj;nP{`P+ULFF42DxE_;kbN`n$&LI*588f*cJ#xafsD^f9ihf2F)c
zWKQ>q%DP``It+pJ`vK^6W2z$pShMvmM
z5AjNG(XC}q%hDdb-~iOQ#{KWbI@%yV;7+E8L-d%*y(78uB_4lvX?H-Z*Ua0fa$H%v
zUw!MW$%Rc!9MDbW#J9Vg;#E9;&kX|_Mixy7M#qW^fn2~yI3$E2nkq`4O6YIZIj|UO
zp^+8TIZIOJy?^m(?WbCTk7i|!%ksy1N3Gwk$(0eErpVR7${%1q?pYC#Y4;vIzMzac_UAFB-iWy=b+ATi7a`3{1H&oAhMtIM~=Mq^l1kw
zP^U`tuP&|HSmY1c(Q+cN4Xd;0HQFZ~((QUy;M5nP5Z;;_RF`gkcW_QbMoiWxPQ!>p
z7R^l(+Lfc(Kh>7WDLm53M)+p7w*&ohD2qhGPP1ByN`UUFTks`)`5=sL0>9=ehS?&6+P$
z5G5)d0W?M#bpyR%CTo?<~p2jfpo*+*8!
zY_7^ojO)o!R1}7_l?^Fkj8rl?QfUCl11El5%3rz&A(uIfEJN-RaVg0d2`5k5Un)Ti
zCT=WPk8W5}SuS4eN8dt%fYexxv{eg_-6%NGYIEPxCeKTT*GnLBW5sO`9MTg~;<3X}<*6>}ovNiun%+X2C8OpQ5WdMHRW4YgxtndsW$
zJ=!169?z)@XXYDh`Q@ce4k!5B-n0hQs)j7?=@XecV%U}A5L|LbFmY1;ctxUFauMI3
z9qRszU9VbURYWbZy5{?0#Hea0OdR%nqdqg@owKoknQl;Ku-gT1NE{f?EL(f(F87!qe0GRr{9-J0h^uO
z1d0qM{5n|vSx6o}?b%DGUe?T=F+(0UVyQto+qi8dr5(2tKCHsD&BGrj&dal?eK>;R
zDxTUoKFeU!cM;=p;7T4JMV;7yj
z10N)3hUEQnR_}a4*nk&b=lp_j7BpQzN7Y>GatWq{zWSf8%OUT0i7Ss&68zrh=WV~H
zP<>4Zn?Oh3t52l5rJJA+5yu1y3DG;_Q*iy}#1SmtcBks%D+X=v{+-u(vPZJ#bMTY8
zou@7-YV=c&p8d~`>C88no3_b#+O(G7NEtv5q6$y4dp
z&C%F#^^aBMb@19sqJ^Fl$jd1qu%~4I;rIo!$mF#GBJ9$erT#}{TohoK1_3Q1z#tge
zt=A?7Vk=|UPENk*rPxq>{{YsIc5S=veZSM8Bzd2searvX0wgEn>Ndf)W$`#)ud$L6
znZ{w-novIXrVWc~)4X}+sMU&Iq>39+LjkFB9$izc$@rwC?-G&eUx2ThG?xhtd%XJHvQVG%_
zuX=Su71H?{_YGwF3Wcmi^O~x|Xxql*o?w=qVPHC!3)!q6uykWvxP>01DOj5lyT~rU1|zCevpi
zsazgUcyG9b+!SvRO}aMu&FB?HiA^}*HPFpL9<{DVl~THPK0rENSTCFmKJ@v6?9x~a
zuvP8K_Xk_)M4Lk)Hyt)Cd7*J-ydf$Nalk{74!Mz7RGenvF$m)UKe=Q#%H@8Y*L{$xs}LV}{!`W6wWa1a>qn!mB(MeZ)T$^%rSZN&k}gRT;9u3$xtbk64@@
z`W$cBPbWMx&bLv&R24dSlSowECLa8r#upGjBCE`F&KxbSdLG6u{Z?V;nCOKZ;25?a
zSMIPg^U`+%ZSxdNSY+@ARQkwB8zEPF`T2A1@lt@XP@Clqz3AS6I;S_OBd-+ddc%N&
zJIURZb0G+FM9+}Fcd2>As}rYQ#wKY0tL8rUy21U*P*Ne85II1`86Yx~Fb&f0qw@8S
z^>|Jvi7vFUG|=pwf&F`jc9A9$iGux|h1Y!t)TC2p`%~GA`4+Qe*C9hB)AWsY@6d?_
zGi+?cxG9a^pJ$|zfN3D;mtifu|8LoD^-~P#oxapR*WlCvu-($lHZAD4x26xDRl@xF
zw{Lz&MGdnpcgOS~O&K*lu&pT-AOM&Im(F!Wo1sZbk$Qc=OtWXOJ#B)fu21#<78xx#
zH_~A+26K+?Sy}9oye;YlLCnQml14L7CKWtbc=@)^Va$fI@M@@yQYXqVBE-jL6`&TreCFUlszYOXldw~cR739$
z_QG6yeriR1pJU1+Bd)~0tS{k85^13BOE3Z+g51A+cUem4x&lUhe`erO+fKxxRlmTH
zBnCpBFK~|l%|u+o`DEh%LyGK}7yJ3RvfTl*VFb5?sdy@xUU3xDeFStUf7F-Ei%66|x)vqj8;YJj?K*mNc=MD8-EY#w0zkJ<{Z097
z%@*r^jaJfU$QIlYw8Rs_|MqY-ApuCY-fRz_2AC^irUvKLn
z0z1l1e`nyqq^zowE=)e
z70y3!Sl+nYV#tWyOE0)$Tx^E)Uw3g~xSuhRS#s#FGI1Y_<3+fc_rJNG#Ro|3ifE^l
zFVqeThWMJX%un?6s#(M8njxYGy#8h!;
z`2jrWxkW#}-zwiW*WUGHLW0C+FDtpKg$mY>=STtu=O24(5ZNJ^ZyUtDJM&V%8Hiw6
zat|UK$SZQ(evA!V`8r_n{X=Lo^h>;Iu08?e5h+PPDOpMXb9%Ynd63t>$7KUpk7J&F
zDd{6xArGlFSs5URh$UF;kg-V_8&99^d-Xq0s#o(>&`9#BdJ*FH{5H
zu5{OFx{YB){KBBf!DbG(N}%=rh<8ss&w=$FB-tiO^dahzh&Bm
zPLsLosTySsfrC(X>=y5)aM(y>IRWyX8eKZ{-YzCj=3gQqD4I0AOi8iz_f|LKjV$qJTcW-H0{a
zCF=!}BAU7n2155`;e9GCB`owD4+peghi=+9?#mUj5x7MJ)ZG<^3Tw#gcmyqCRgz@|
zZ#!v4c1Hu;!^bcdva!K0=;@G=!6S9IRS&EH6FHo_7
zzBs(eKDex3^z(V#mQu9!0Cv
zhNh-OMn>LIf5ySU;nzT{I}8@=(VYw4&1Ilu*Nhyg_tX!es3O#3;J=FyHDbV9v~=Y(
zry2@0gaYQUycQD`s#P0hm!aDBrMxbsPLvyxdzTdF9hAqW;CNqMBI~?XzPhm;Hb_zl
z*coAg-CSxPS2~=FjeT44SOW|(aB}HdkKQ^u*Pvf{Wr|Ik?lcQH%M&Koym8-T28ZZ#
ztYn$yfnm23evWwGJx7l0!Vl+wVoO@DxNI~koHb7Li{c}^`(~NPA6%~h(7rt9m(;To
znSeQgw5`M&35ak`S3?t67Mkt7vKns{Z-PIqP@ZpufmIOH%Nr|pv*V3efm|`7`p*&cYs7{
z;8G*^{a(xa7eQr#PGqcL_ntj@m<=iKUFmVc)=GjsccTCX8S|2E5FsHI6Ya@{i;xK0
z*-YIyf52@;b&m&JT!j3`^JA}ey*9o1%g4_fj)g2lwK2@3z248^E|;!EBZ^rmu_>UV
zB=+SvZU?9DhPa>ewKlr&+sVJ1i=HSwuJ_5$0+Q(E=p*+v$1^_F=dyk
zm5QrzfpE&2Dz3BJXUtRF?YNl*A_@tSy2BO1u(D1;Zyu(row0nkoxdx|54w@lN82B}
zGdjf5Uy3ZA7agz(^s-dXS2ICF?b937)!Y*dll!aeHcFd*9DhaIduf$07+V%T?_aUt
zm^pfRbrh+w`sSbE|A|NJL9kYFxxK6ugp(?SEOCb5cA-M%#jP8PomhuVPO=DU8RBPzI_k>RE7_+D~K
zLROpRh73{W31#w`3Ks@l&7#j}M)xR6}4P>Qlrvc`~@hh2A>h3%j*z0rnt
z)D8LLlXuPiNQDcSTUGN-=vo+QsX)cXUUqnC!t6b3-dZ=)s(JQZyl_JMBByQ7J~HR7
zomJ099$@cIRD#U?(K%?sNl6h%09~uZR!g}k#Ii@rYIkk}YFB9(C$5m@vSQqD*LB5q
zsjh>B*;ahYP0poVl&LUjs!q=VL=-Sf!=Lwdeglg)>D)8qxNnt#TZtWOA)AQ8ogF!7
z@q^=eUx!f+o?9CF^*X|B*Sh+R)ut%7DC>C@)Ur*{#0a%4a^KE;T0V?aLjY9QvBE$T
zQZyPv$RJx{gpD81L9)J<&4yvz@w3*ST|ET3>5wy%bVeF&f9suo%a$vrukR>E>FDof
z{>WisOa@%Fxd1c`%Xtj)RZMPD?Q@G7O`EpA&p$d}M>IDfZcI@)d-7vwCL@kVxfIR-
z<|d@hR|o}@C{21#D*G&I3j3Ui&7Cfsmfx7^7@NnrY@puSD?E9=n
z!T#R_0<>F=0O~pGlY9*m)^OD9qJ_@DYc4pE2L@19brMo(#Gix+&&P
zYd{(?m#rxC6-A1WMsaIQ^Lv3`_&{ZUR9>fhJSIkPqzxN3NW_(42MejeaD{{Swe@{i
z$366WipP_nWVGjta$DS9JXtqt{8~*0`7q0Xy`aQSGG{*L$-rMr>Wh91^R6DCH}d}b
z#cEp@)>*0j19Ad7e71`Xog$q#V!zkTw;Vcn5O1kZR+v)3{t+Oq^C?zz&&ED@r0#rX
z0C!Aw%g|?a9Q%X12h5&3z&i~J)@;F~hEJeSqUmY@?dDei`UJ2m=A$wp+G6GYroPdg
zDN7rBde)nHNZupAb2bNdT@K6&0qywu_Fit%`gz|PTBqC5=K=CJ2Nn7BZ+vIu
zzD4n$PSoxp;3dgUPzx|oV-`AxmpP3I`){^LHf7FL*-BE)$@eI*3t~YM~R65kQw>nbqiL1Go=2f2-pv
zVufXXA@@l;YA?hsX*
za9q}-M~vC=Gd53;9$ippRrpR{BlH}YGUk>h^v9fuHJ|>nT(am*_Y%m{yqnqC5sNrm
z1AE1x4xy8$d-Gw)Bm3&Qo*g1fU#f5nl8Uukb#`(wQ4n%5T{7Eu7iLoi-IzvB^*nUo
z0Lh&x6ZR@DxzL#y+6)#mQMH0~gXG;OXh9;_I%P2|HoUFA%>3)oV{4Xa^!xL9?cb
      lYoC2RF1bO}K?epH5u1)rRLlAG6@df=uc
zhrM}&#!Ki6K!_?hqL2{5V_~2H>AB(sX$tmMn8BLIKLc$>&4pl2(M@?j|B$KOpcQ
z#T4IQz2n%sZWX}q8g%kf#J+p5nI1?3pfaU-e_dU9Zul6a-30*>p%x3Qi(eOJ=}Kx3
zjR}Nop5BoQ0|3n>+NF8nzU00(o5~kGXIys)1(QHz@`W
zem=ui&vvSMR$|+b3%5wS`R8}vhr?LW_&wS-lKMiRLF5A)W#W@j!nkvpD@P*c0u=8usV^Omy1}N!k-sM71R2nX=~t
zl#23T;#!wkilr+(|8(RO?5H78Eyw|X>ao_`Fx_StAPsW6#KC%jA@;7_VPjl{v2k9p}
zgLJ|fdGUjetlS(8(A=fR4JK~whPraA=++IWndT5qk0hsbGsQaqB3&DR3&MV
znN)|eJm4zfk#E(BI~k}=?nvx7$OXo75mHm_IeN62i3-Qmo_+foAh2Tzn}U+3*VXi`
ztNmsL4lbjaq|@9Sh)6gCO%oq3uxSqLHA|PmZ+=yWelPw^?XZK@Bq$wjvilDnG|*N;
z+(PBZ>%YZTS&d5^Xa{lGIk$+q>A;)R((PjutvlZ>C%MYhdE|^Qct@#hbgNVg@_GQo
z$nA-wMRF*hAAat%XvDHuO}v|o2}M%$>1-^>oFq>Oj!5%A(9mq`*t5qCkL0mT<-%s2
zC%KigR!$vgt>E#udWOr=r7~CbA~Rq3pFQE>IkPG-yGT~DpTqkKxnY=&adX9__H&K_
zx=H*klrb6?2eyYmQeb8r%)8ju?)#3}=GWOOU)eGKN#c)^Me|zP)ptFX*<9-|%K+3}3q7#p(zRuOg8&iZrCIU|Kl>}w%#5i;W>i^N^$Jamdi0riwC#^ADpv3+`
z#mYVGVa;AczPqIWJjUbiCITUMRW-?PaTtwjSEeHMF%aJ`GAQKEHvrkhP%8pNOlz!w
zc7q(1h!hB-N;U?K>+!nPo&7TyJIihg#|w}#Z(qrQpdF2Wa8LUO2e;|AcE!D0!E1Jt
za+8psPFiMomDQGPgA<*;l7Ke7jY;B(|ATnyKmR$YLWtMyY#Kb?iSs&jrg8E(F1&6&b&j{}jGi0>dkKmSE;mpl%DF+~F
zwnB+0R4ZE2Fw)WH)^twOW2hzol|j_)7xUS)BF_BDJXv2F+m-)_eiTlMV=yG0S_Jt*
zCCZa;#cv3GBCK=4_GJGbNi90vtoX{iuUhPp|)R
zGlq`Bp34;CXK0Y0Vlnm)X{Xy3{`ql$2)hS1%y-OsE}@rw~uIX
z7cm@U(s&%GU~~tAqz`O2MX@1?Ku|i@XySx-*Gw_`d&}0sV&|PC+|&r<9QmA5yu&7W
z)eJ(@HeEC}-0H|l>B2ar7dhWy$?>4e?i`y&;CXw*F>nBQB}I*ZXuyF&uZ!Q=>jx2h
z2&E;0dc>RXY?vAY`H$l26JIw*Q3SlAv<0x%I{_FevSogDMfWHVq@6tA;PFf@31CT}
zmQQ!}t$Lf=k?UW80NrMhTULHI@&kzo86set^KTeeF$|$H>TrS+(@?t8op<40jYm*AWY3T}+qEAM{I(996C;90U;tw(Yz3
zUQW(}kHg0;pIY#k6($lfpah62?uC6@MY@D|mOkO8wepT6wXD_4!s)*U+TP>H?Fx~m
z+T%N+^gZ@gytop8XGM@0)Zcs#iE$LZolX9dWjESTp*kiL-^C}RJ@>}htTM~j090A@
zNYPL8mIhX&0SsJJr0a!Gt^4;U=aW;XWq^Dc0D+L}*>4rb#k}N_7GWb&FYZ=z{*1^q
zJU~mGJ*4gTS8IRmV=qxY!Cr9R-)C-^kbb0zW}qF3V%M^`=xUsBDhg=9+z8PJQXIWx
zfYwba4m3tw!d0}yEGbUT-BBeC2?{5miIV2pEoVY|}IUEl?XLkk9n{P?zpkfpF%YIbv3hhZY
z`M(KdmK5#W>9=CsL+&-5bh9O_ikS1W1JR-L(=snrSWF4q1>j*DG3n5RFG?lLkYsA^
zoEB!>iu{|hKGjp|MUe!=!-`g$pU5e||AX7R0RlOJG=skF=<41vCFIs`%swU#-JL!!TFKI;7_dD3W^G5q9hbZK
z4KyhdOcF^fMNjSz;Sed1t8RJ#0L$P59)A*Zb=n-RTlq)vS6?HUxh5C~45s`eg3uPP
zc`(`1@&*S;yOG-xcC%}xEtGkZ(CQKhPopg1r4HLtzAo5wTqxZ#`
zC6QuBon2gRmtNg5!8ZGa$!`-DDb>384>tcq=9$SUseGb7oRkqKinm?cE*d6pb5}J{
zjk7u~$hEDthJXLd@gz-WQkBmg*V+6Z!cTlF2I#jP%~()zH*b8*i;eE4!3Mkm5oYs3c^kzlFfO2JZ?aoU;K77dSh7Ss
zz>}6k3OUMdNvz4rQl`ySQ*Bg`_XG{zIIx;vU3(vGRC`!(tL`g$_Rx1}F(YY?&1!6#
ztvQTt@w^7Del-@^XeP-5%TwNuqF!iB!+wo3p<@qcXrQOJDDZsB^uL!s+Bsu-hqi6A
zOq;m>e6f)&B?3rrwV*?H0sN2&k+%m6&G5Veho}Wg8itWqxhg|ZtpN^w%BDfW}?qOv3>qoC+z|aF!Z0oF9T^h
zf!Cj{qpa437>3;@d1`>PPVh7mb;9>G=M__FCoO*1vo`(5y-~V5K7K6QxM6wAWIOm~fbF$)bX|eYKv{+ngK3Kj(y=E^t;(Fn-u>)P3B&IhMM_w-YZVQG;KK)9&7T
zQ+q*WW4>@qF+m{%*=)ZvVm9J2vrxz3
zoJXZ~XF+dCx#K%9TEknDzPaHkCdK`{>i+TczYesw-`^>m?edvv&2>p?Tg$I(zxRaZ
zN>HX-ar|PeRuRsFTDc`>A0F5Fu2p}kM;`C(CYq9}>l%ha
z(sMApTdcAIi!vclPoA{pd|LFUm_8ojcUEn5Q8~?n%s^P#AN*&R#CzmfPo3%`Zy$t6
zWLUtJG-@|$yFaZCFK(N#wjNZ9Lx@A$iLuABfq)J;LJGSoj=4v=7O>-(wQZ+|?)@Qo
zf?GF6ow6#m*KA-nKyhT3N9*n#2@e-mpRhFnqG4hEfi2qT+GT`~AE}Q{{2#zXWE*C%
zRg`^6Yu-$hc^T-P|Ltcz#tx{UD^(_FBY9JA*B9B5UqLu&-+s|0G5wqupZ&-tS{9wq
zWKL4t=`)x6vye&uDNI;ux`FD%WB-Ng5HVt_ncIFctC~Mh_2EQBG~ZTQGLO37i^v+>
z^83vp&ORFIm!H}F$`swH!FhDne$e_$pIPR;dJkrp^y1jN?KFj3NFYvFDlbiHn_-Zg+fT-_UkFNy*vM2l8x1T-$|`gH&-Jh=V7g
zM;YhWhp1_ie{x4YJMrX@s?un8=>-9-N-vE}d?blwgabBYQcQAseo6m6ePrg0V8A5=
zD>ISFytvBqTkddfs*PvXJ$M5zzzIGu;AnAMRLWx!wAy<$j%(&f2>SWJqi6=sPG}Zm
z@b185HQPHNf*iICMB9$oWT0{(c=e$s^BA(QvDi%+Gn#|((a@(|6NL9+$%z0%@}>A$
z2TG`%4ZGGybJ(cwo>sA7?D+~8vm!M88eol#@i~|AfIMAI+#I~tuQ#%mI&or2Q5|!L
zQfHxJEmHrN=kpAl+RqdS5f&7=K{Ik|;d5G3pUNQC2byf{NgBsvA~yeRA5
z;I?GU+N-7qIN9dpiNW|9Q9KcArl!E?*NgKh}9jgbNr%QW6bqU?k#f|`Kbkz7eeU5NZf
zOrn4_Fw{z5b3>OtRzuSHseM%5m4q=MA{g;}X!GYos0fh*-lw81h!=3F+sK6pF>5cJ
z5*Xmu`(r_888#>_H_q^Dlr|22Rt+g1CD}K*0rZf
z7e7XyF>9E24Y^8ws@vMfH(pWi%e{H}bU%JDWWz#AhS5aq4JhqZgR)6_9-
zLfc!MZ$4o5#f)`2w(F0PrO|A6nVsqyDqW7^`N)|t#fS@tkD)AB2x00BJevEEA+(Ot
z?#b3Ac+r=$z%FQ8fS+2Xi?_~qe!aor%RuWB342qK@6PzrcYQH#IC)jA?g&7
z7Zj(C@H$ZeDmz$WRxK@U$q7?~-hjUv(w@=kG7WI<70>aEc$_-Lc{+
zVTh?ei#PKNUeAeuSkgunAogJ6w3^7Kw}v&e9ri9215oeYy@i1tNRv;Y!w*fJRGS{P
z`W-beGr=S?y5bu+?bn12#QV~UaA&CVjEZM>C6W~MxO(>-n{I(MPV4rLB8LqQ^g3d0
z`+;YXs}pbF`0f$il|*#Vyj0&yToPtM(fSezi4?IMVL>b!K^=A5@W0@o-V;8msElrE
zqVTbYxY=lY$x4#}OW+`qGJT(%XUcR3;xbt88O$z5zAiNoG1hZ8FIQGpPFXTuyi&Ba
z7?-mrKBM;$^Rx(n$)=~lgoOkTFefJO&zJc6imT_b&?s0bA4M!Q_mZYUYJJ@w&S(xq
zFojXfjG2mKxQo92#r)4-KAyXdhvPm9km1?Q5*R%p@<7k13s9^&hdN
zu%Pd%G)(B#1h;?c?(M(~ubn5vH(7l0@x_xH0z&ncci4QVp~JOfL*vXpw}4nddT`Vi
zI2uaIvrXVJ?_B^*4sgSx_c}guA7<0|$6#xngSwO8nDdFy@FnXP;_`0qDKFZ@HCr_?
z=E0_C-yaXxj{5n9(s~d?cH65D<`MSC(O)&w>dA&>tb?so>@6LKGi`B+W_5BY{$1BKFDvMt7q*b
zISdeDOm3T3c~1su^YpG$Xv-LkUMc*xGRj@For#YcCm0v-l6dUha8I)O#SF$lx0;YR
z9*&Ok?VPnk*|#6Ie=B2FYxx
z%v2W4ict$4wrtqBbEow22%ukbU8FimAOqhK(G3-PlP%x#%>}HTJ-d_0pAfWCJeA1}
zV;uCf_A~A5&Mp(v0VT{!5dYMJmE1k&Htyl1;#k@Z
zawAEwl$J{}kCV|AyK=l%Iv>D^gIBCOWaUGIyJj7MWI%U5@hK-Uo3XNJQN*KXMNI1w
z>+Ang!Qsf0fD(e8EwWw+DvzWAzEY5@kdXGAmpp6^x&YSdD<;FFF3l%A3Oqz?|H54%
z@vs}w`X($VH`p%@f7t@5-zd&c`fK{Yfn*5
zuSyNpskn*}iILn8026ON&mhfw+4v4aPo&$P-x-{qo*sI&5L6M7Py>draf5M!aD8Y=
z_6u^ZxhrSnUjAeqpS5Phud@&<(j%wtVA<^+))$f{{{1#2U^#
z)Wv-cd>hA_1EopMKi@BMt2KvZM{&S^2a0G1ggalW(Z~JwMb$|gEpR8IJz!z<{Db%Y
z!F}&QM+pLqmxI!W!
z2@wl28<3-Y{(u8;=JYpRxTOf;xQM8ge=UV)u(N591<5f~$u_f&45g5wr|9eK_N!7`
z^eSMm=w%4@lC+_BT@t3w@-jKwu=B_}eROrl@`3sq)=-Cw7*x^*z%%%p(j1ezfn{+k
ztXN7A;07tnRU?b1EKh!V;W*H5Dp}+!*o4fi}O}L+!W#EI|>z$vZCE6u5fI@~i;3?nWV0)BZZ}S1>hiBTMpTX~W
zuz%OaMl6k9l1E5YYW3q;k}Qiz^>9juv|!J=-@T}5VDYxXy>tP2Y&0l7wngr_sFDej
zCf%e6E^$~`^sRAE4Xu$9EB^RzQ0%iO)8|^&Yqf0Ikj6m<;ZOz3BnyaDA-QI)?++uT
z+}Lt{v)`FR~gJ%{$CLh%tD82yoW
zxd$9BZg*f}5A0T$pmJ`w^kL_3rDA!q2)2dRoQGg~dbc?x9aXgiHOmzUqDa9fq-rTQ
z2e-?xcY|?$@=AwMU`sJ3gL`P<=(S;7##ib|n^16_?bH
zQ(OUU2zWfL{uco*?M~5OBhRpMvj>fP$vdIA;8^h$E}s)0px?QNmrc`c3(L5}=3_|`
z0ukLuLaf!aLs~dRcYqwHPTkPO??0mDK(0Zd%b6<-yt|FVG_J_oqn={h?%V=Z)>#0j
zdy>}__e@ot!n)C!s<4f`>A3Z2$1Ai#?~L_*IW)uQ-x6#}Hyo3mMt6L1bYT}j)giM&
z37P+|Qd_>eAhHc2cI}OdEIXQ@)@aO8z^T9Q2De&QPacG@TTwRC@1Bv=$vIY=JpU2`
zkE%Hf$Ad=9)c7`gPJjMObWQ-I`Zd-Fhnak-0oJn#9NWElgK^DMdHtwM=twi(+J0|G
z?B0Eb&7=%$2bl(loqQ>qb89u8_Qz+55?C+6Si%bks(I;BCYLDhLOCO^^4Paimp@fm
z4KwvFzqv8$PejH}GZlw42W+Zmk@&oA_xAPcv&&k~G%&iNGzHc|ksypEMT_rlMpgu0
zLuD?OWO;J5Tie9>-l#{<$>HK8OAhQp3=J-t+Uh6s6cUbozVPs$7s1W;!8Zu%^sG&s
zhp`wwkqWI3jwo1P2dSt}a18iQvFoTCH*Y3=ZCmcrO!O`%`hR7|FD}+0g;(%w8uBa=X6X
z+btjJZ2!G`=g!N6-b7;==^VsV7MZzX;(#4IH%1yJ?@I|qi0FWE0*O{8C29RZr_FPj
z>#o5rPu@MN)yVwOge@a&l+Kf-es24ja`#jaLowyHhy+(sc$8NR4sf*3o*5+**O`_~
z%iUu=uG)^7Ng|R=4)moqz@ue(WMpgHNixDz6t2_&#Pj_6<(g9R)bIBBbLS!x6N5l=
z^=6uX1eKQQLg*OpdPL>T!QzMoVfCN-asC@WKfUSGlR8)O-4Ivpkfj5F?3^(N-6{KC
zs66I(%J?;usC!3*UU2HvFYDNkGs|ZuU~m&1CDSWLPs_T9!Qkrs-K%9t%lPiEk~b?S
z_@1EkJWeHm)q
ziv+)m7>gyr&x&W}c1{io%tj(hC00UaYzoeR_vx~|LM6l)Q1~y#Y0$XXHHrKyfUs!6anHKLoX@RlMGVerY@!bkgX))
zUf|DyoAU#bY=~Y+Cf!MD-oZs$`l}SU?Nc{)ZQUSt<`f07WPs~j1Au3K)~OqQ22DNd
z{|;y3vjz;ZfEN<8p{sjp*x6bj6q&vZ_Ig8X`dFT21F&*$P^GxGAI7YXPid!-JP?U-
z)L@@Za=&KrdJ!&x(`=9pfEPXP(0wz4?_&3#bNG{v2#Ev_zgxUBC}`!Xk^|fq^>;v@uEP5RGxdS_z<(g<4o!PO
zky>o5md)L(b8SbBCS-Q;{QOhp7{0t4^`Zi1)#Ziu$Kc(S`;0Sd`gzkinW{?y4mA%)
zt#@MP_CG9bT-t?Q^ZzaJXiC$B0LFV!0C1>q=M)%JOnlfy51L=FIh<_`-QNOYf8oyK
z6qIkrbR6c~n>)|o_v@B(?Mps(HJ$P;ydEJ&1
zXNRT(kbrs3L8p7eQkLi=SysyD
zxq`Zk7;!1{^0!dWdamhJUGibxRbYoa1v3-F&*+9gMv6V)M8s-`R|u5CAmLbu7RP^(9211$6h|n#MFkE5m(!R_LuSOR{1gsA%C%VR@n?A(&A44`LHT$z
z1jf=dtG2cN+^SEjCR~7LSJ-{8{cvS5DoJvbWM&F_h-7528NolvtawvX*MBn6)Um7Q}_
z32VyWdkZAM$OimBfk!q&U=SuwjMc4?9o6HWN=RB_jF!+4%q>UrD#Hp8KU$g}XxxiJ
z*mqaQjptMj{l6Aq_$#0v4&r44^#w~w6*ue{eUTplF8wfw++c?ald_pcP$6B*`O9=;QcNxj{kt9k6q4pTxbfrn8=24nk;#yy8@Ut++Oy;mvK*x^77*IJC)XTwZ*z
zg1YrGiYpFVF6gmtZkHSa>i_lC8T$E1?4Jf!Gt%f91ej@KDZ|hK(j{tE=3OHVS<DtNm66B5IS3B((!ZPLr`?B@Fgawr#lyYzX_Ab7#SB)xXVh?V@+9#>B;`
z(1RlP41d~vPV(~!!<^?;%Sd2x=W~~8|4F0u1}YviElYo7v-?xCfLhOf@f6vjwpQ8u
zk_r+e3BV8oHuI@YHSIel
zkur#FDg~;p%VJ;`Iz5F_WnGbJvqq9i&$DSL%IBOYb)PgUZsD|4oekExYBPGbI(22{
zoDGqA)u5lHSj0_KWN?vIhnC@Fb-#PDwtn0ypWr453pbRcdv=C#;gc_nDMh~MjarBG
z6r#0c4V^ZXcyk0N4vP2u{FH{Z-+{onsi>-3K$rM@H+nI+6{2aB<;I9RB(@b%dKNO=sDCUz{b=2808HgGv>$)J(fq1veE{J~Dd?2b2AN>=QI+}*d!Uvf(b
zpD893jDe^r(0Y#pxC5Md;qo_Nk=Ann2+fWipE&??`HqBD0r5CxV_p5`A9xU0gOsnp
z9)7T==rtwQK%i)aItxicGe<>qSo0We_O8qob2QiDeS_^>N5QleN6xUHX#H^7t(ePmXD^@vhZp
zM2-0Cp#<0-TTo94r7L_JO4`1i8z#)?TmAj}VUMY>aP%?&TsOzMe)zVIFacDif@CTj
zU9yHqN}0OOz$>A<-`+cNH!M)^?QA4D#5xv^J-83iCY$7BqiylU`x4TYp5M$;Ju~}K
zbg=sLnKKg}4_blO_moqots4SQs^;E0*7qxVAfUYU?Y8XIDs%C-qv|9AO>TaeLYL*n=y5OyA=trTCzxoWulLPtLt$5SN
zem{!DWyn@Xm^|_GMVCu^$c7S{4-HipV0{eqedM>lZLcsl-Wu@&;%C5`DtMFg%VmTz
z*ASRC0F*G#KqDB`UNthdDba?2Bkk?fT^lFA`t+LezT9%xIY^k4<6PzM=jT8)qPU0p
z?nlJtGrNBPWnQt{JFVa`O>Gt(DJm?CYqX!5G$c?#z58Zzt+Au%HVxQ)5V(p#th&Dc
z4tjE=aS?zZ1LC)Xah6hMC~GT8Xyy08-MTfDlj(X)%BNfOX32TB=ZF6M{Osq)?ep50^=G|=Uf
z_=Yi|isPJn17Wy6OT9O^6^iFmMGar1Xt!^oGrpd{&cR8W@IJ79B@D{au<~T$)u}Bh
z7f^Skw($9GQ*tJy%PV4%T-(1(F4}i>W!Qt~bBrRjLA5Pji7*!eZ`0&;$&0`p5nnBA
zxuC|8cnM*f-9~ofknkaYg=5(6BoRawAca0pZp~e9s9v>l<7UlIkreOEknAx6+%)ZbC)gc4_V*M^*@>{WFK@tz+UFB^2Ah3I%XF9UYP|k^N3$d%@+q
zsmtiyBz>J8TCY!Ro(zn{mT+%yF?u*W$QE?2U$d8^kI0?)$0pqq^>Mon9UO6*DJ1l&
zBa=abgzz;gRE`?fo*7rUK@#{oIK*=Kb612xOekK`Z*Rg*3U){Ko$eKz>gOL#l9hh*
zkWY3047MhW%BRnt=ecHGB*Q8b>Bfif{1!WzohR~B!P?BV%4~+*TGF>lEStilwA``$
zc9l$0fc`ms#sBf`qtU4owyiY@JDu^6soh+w#Zdk1`uM1(DP
zHbtvLhfXm+^RcZc?k+oQFv*D;iMykhtMiQNVO1^OB-IVfn+Y;-04h8fgSUJpDBN+e(w^
z2Q$I~H8VC%AeHetp|I+Q4-ll+!7=IZ>Dl+azYEo<&`9ednmeI-OFirVbSCLyYDE+M
zTz}VtGxs&wV0{9)e@q3ZL|e=SM%=A3z!ADr>7MP70soaRO-kunsQLZMuGSY@yZ((^
zzQ#0hJ<=wWwvt6FrrKV$f1@QA5hIGg`7#?Axo7I+^&k}EK+;3zsvLREUTcf+`jnbj
z%t88Oj`jepIxgc=Wg+E1h3%p95RoJMC9lCWDKeXj39jvP@Zna^i*L5RR_?5+Q>
z0noIS)zyu%R{tXPHNyV(g_K8mq0Smc>lc@R+U%q&olmA2_m8uG{DwdYtZvmX
z(`*WnA`h!0BdZhF2a?YzlXmS#98It@Tt6C4dKI7f-GOH6lnOt1QhMW95JiOt%@RD#7EH(o~1N8Hl
zUhEdlvrX%Z>Py<;CAmsKed>G1-?)%Zm%IuqdWyy)hfeBCrbMmSGyoK^BUjS0f!{=*
zjP6jZhW{|yra`EJ#L{BTEU3}4J&;{K*^#6>FJfhAYeAP3x!a(~wzWMD9uz)P^#Mz9
z{)!d%mTC@0G*$TY>A9Q^BmLoa8aLVMvug%gSuZ3nA4iU_*bBKVlI2Dj9WVa?#^6nm
z?TC5g8U@q+%j=i^S1ED6m#c)^n_tD`&(S4M9
zEzCLW&8am={mEtPet%B|#r8BcuFi3pupaJ7w7#|EpvfyNazB1KG1TX~!eJ%Fex4q4
zlsY{;SLb7}lg4gi*hzuCH=&U&r%#9#U!#<_u5w!>Bx^_s7bzaD2t8jE=QxrWas;X03
z?ghgb$88~_y*5~ape%HJd;p!Xs6yWzZkQob4-!RTPbJumCk1`2`|MbXZ55`RHnnl>
z&jn-HbQm-_o_F+p?7>E@D&BB_uW
zA{3DcwV&6s`#ih*?9N~Qm^i)XeSeql_xt<)EWg9}L5LeazPbHRapTmV##Xf&Zh9B0&Wq*DsDZE$&&tkzP`k5f3RTYziwW(W3T$k6_D6G)(~n2g+|}J#
z;x$k7pv*Lgri?os1BuJCma`D|sw~Mo?m812@eWRPE7+}w#+v_8_;CpJ85dfR{vg_;
zB>kNCgfU0vdhD~+em8>st|g6L*Xrw~;kXhqRF%wU!vjO7q68ezxH@
z76M$p2b7BpJ8W?|>D88-a@!a#jE-6qZ$LpX&?Q|g2J%HoYCJ}fZ=W-=IZv$gIXvV@
z1=pNk{m^4W2{NV68MxVZZF>t%^9N&}P_mXgzCUFZ6;4A8pR954vo4j|El_v3kx~6P
zF%xA~U-La;CL1Z`EpH;O!XesC>fA>}n#Tk!=`TtfQn
z5XMc6U<=a%F&;--B)J0}hZ^RJWd8G`#s0cA*bF9ZsG1D40et6Hqn8TTf-})n-LoGbY?ZV<~%^x1c%|ksc?3ZYJ
zm*Ey9yx7oqO^Ir%^NGHp|8QEU7aUJVCWGdR*djLsONw0
z^VMh73DJ~ku^S~K76{GZ#2)TRo%KU#{V~@NY7@#O;FAJckX3#WPFe{XReL+0Q#P>!
zT{d7q2=2Q@moN7cX^hAsRQME#TG12
zppA47Xi)F-lZZ7K9>XL?xoMBr+SPTrk%{V#&u^uVN$OD`h)e<=VU%*_Ghu!O!%i5f
zE=gIL^KV+UoL(asURB;NR!vGRbG-GnlcHBM)|JfvHW;ZiuX5TmEH5~C<|Wa(UKO+9
zOwBg|;;EU(<-{kN4N#fZI`xySg@?mz*sy=mb@SJFsi<_RqOcp!=pg3Nmwn(#~#PJ-<(8~;LZ
z7qjtCN3USFRZK#YKL#XlO+x`9=vjpJgER)H^Cy=mErnLGFT|2q`PS=;=1uL)nAX@j
zA~qqK3inYvyT0(PM{5d?Px7u&$qN*A3k=gBN8Cn-E~ZS4*2jTOC2C?Vvy($#wXo5yXQK6fG2vN7Rt)@egtk6I`x$2QnREmO!O5Tq
z#@c0IGSmJvK@kAVjB2>E8eO1h=Pbnnfi;@y|4Tp9bcwiyZdsUY05IPJ4&h~sD0St`
zfzlMxGwjYQv%27?5^K`-4+DqJ*cc{uH$kC+v?AcaWISWdMW?@I$+Ipk;HF$rbub&C
zy`yB8bAHs;_O;y;?T0?oN**MW1x=z&+8q4U>YV~u-jYYo#)#UAl}qbY*=0m~E~pZ7
z)jsKFJ-a8ur6BGoLSY&-Jfd+^hu+A`K@9AmNXceh)*t;H)zkomY1Fd*{xy&tb(UAp
zrnRnjaBW0{L{tw
zF1V#N9k}aqjj0>RJa?CMX}_;W0)iRWqHTp~+Z*gfpLr<>VFW`7H*gRU7SYsp)&OqQ
zwa-rZZK~CxuAF-%bjQ(rbfk;Vt^JaBCngNxV1)=u&jW$l#Wma?fT!IGLexYQ=Kog_Fg5zruQ^^e(I8(GcOyeK
zV$$~P)a=tK9s*Ec$wBI(N$YtI$T!-0Zc(d+j_&v0S^&%<6;g)_$@i@m#2yHWQ)%{@
zUCn*ohz?MQlW17q%TJw9QE4zU3oEccg2xqUtxF@^%F0OdHNR;_eAB?@{U|&BVBL)$1UBJQ=$x)XP>$L`XrlS
zVOb2xO!~+n#iC$Of;2L}P_dzyIo2&yWN|$IhaguMSvjW_K>Z_fegGbeY~h@Za4nqM
zCw9zIlNiBc%H%<%Yk^P2hF0`SwnBUSf$|`k0~C5OkuE*Xqj@{a{FZ+}fC1`TeE=*&
zP-SEBNvKf_0kFi88gZLl^ESkT_i7+t#k`^D{nF}et5j#r6sPj2V;8esMh(;gmf$SV
z;R&u7<2V!U
z!1lhdw%=%rAC@DjD^N9=&OZy)4|Nld7h>&c^z>kK;Z<>5Z!5k
z5kk@~pcQ5wA~wFQT`3MyZ1R%H%gEH>@&lhXp^9x&NQsAo6^#F_rp6fJ(aQ4BhEATL
z4W|Eh@4uY1wz6A`s-=(EGdgd-F@wkuW|NihHXVlWQ&?KJgs{w~BP6jM2%qi7~
zVPz|m_*l^HIP99D5iDu3yqCX*%bs(w19^r$-Ay_5Xc=vzIHZ_z&qw^R_};x=0qqZ_
zr`y9PSkkA3!9CYiPHx<2DefCc==w>%P!I1nS3lko8y|1YA(sOzlu=BSle@|w!OB4-
z!l4sf7*TKQ=-Ax!Two2${rnVC{YThDdcBlN#EN8y#7`SnIq+zzk2s+zxiubObE{aC
zO65?+l=Lg45;CxnNl_Z|JBw$+PGqe6yUqSQZbl42C3}^Rudf}NG+TPQGGLZ)(ob7^
zyYqRs?*36tVF(C&%oGBG00NK`J6z!b!^m5AbCoi#lReU$XNg~R4SMa50TKtwQ*G&h
zfaI|nFez>{ZQ3s%fcwPGZ=s*|M7sZoF>KL<7lRYSB$
zxwEWew%mI~Rr*1z>rlbZ!39GUTvcJ4jKN;_?NEbZtyh_wq}n&t8+opikflK5nQeNO
ze^2;!$CnCc0l+lxnhb5>hgy1uexV5R1JQ{}>)Ku)A6yC*MpB2YJcra3re>Q}NBNKS
z4N2U6oUD;u>2}#+aoUBxwds|y7Le>Erj}2e7HUY`_)c+41jt1df10}?di(3vIX7LY
zy%!G*L2XES@vVM*j-r0#ph&De==#uwj>G&@7{f6;E;Qlf(4ViXJC1&_8IeQ79mmE^
zj^70846xX9<@XD7caU+#)H&Z1Xvma!9s?E#XyDf9=3El=}H8YiNeGN3PEgU
zz|TBvMA_evYeJ2VUz%Fdx_Z~NPv^1q>*}^3y^5;+IpMw4u6Nz6s@$Viz5Y;-Rn_i-
z9T{1ApvQKxDT?uRdQFMrXs5;umkFf4VF+Sis;se+K=$=H-{rvj=}dMYzK1t($7zz;
z5#iTNp+o-@cu22urCKMzI^(9fh3+Blp}ua_<9h~u+@__l-hMDuT1Ef<;k>lRC}_zkK#L~b0pr5CqrMET6+#T2!iv2
zhBT`5_02mi;kP5n)idYK+gbnm)Stqlbs3fo{CLkGoioB>kuKh!EmXNXX-f(@Gu8?)
zG^V76z->|V_aYttxbwvk{jTSS$8FV1(<7W;S)vRmw;dhn5K`Bw`}
z;(g66x>FqXF&ZfX7C&hSZ$|boJ*Jj+(%IE@F5u95N(cSqCA~))8g7GT3?t-XWm4Nk
zkSHg7Drm-kuF)7y0D@A`ikV}Dc=pa?3NPPM49(WvjeaGOsHodo&2m;P^;di9e__tk
zn*p6PE4Ex0a>UYkd^A&V5luFBqxG97ou8je#GO8R=!bk`g`duJ<%NqIfPyNf
zJLW)>m!X0Al%9!jKKT8=yqH8z>ly4*U!BtS=ESM|r}8YziA96kUZLVLzzS!X$B#>2
zmfvmoOQt3oN1zf-0wUnl&v@mRS5z2)af?dA6XHxMD{8+gB6f&tvlQEatFiz=v~rc_aEF!$ZGsr*f3Rr)UluG@JUb89O=A
zvk~o$00xbQ4GR`^3t3k~eoN18;jASl{pQZksm|9vnxFQ+Wq+SInuEWRcDE=p}9
zv4S1g){q-teDh`;RBarmzvOggTAG3K=uYj-_pkNu9MD-7A@dF^+3k#JTZ{;h!U8An
zhgDZ>`pabAo&O3%j~}l4{22DkH3)D
zuVL*psfThV0~gNGjB9EllsSR6th@6&f{)v0%6^|BX^$=D-f4PGZYqitt=$Db9ZB`-
sZ!vQ9IX&fgd6IrYfNc)n`IQIV5`$m|_r^o@W)l9hwRW&NE_dJh5AU#@SpWb4

diff --git a/images/pairwise_zoom_5x_best.png b/images/pairwise_zoom_5x_best.png
index d82abc818279fae0c1ee35be476619d08efcee27..396cc3cbaa9c676b2544230683cdd16df86a0f10 100644
GIT binary patch
literal 89928
zcmeFZ2Q-)e|3CaLij+{IjFco1Qj`dl6e5wmN6N@ZMm9-SC8VUXC3|FNH8iMsjpy^RUYFmci|47Sn5al3619x<
zStSyQJcC49uTHrUKe6d!W5WND-#jCuOo=ZS$}7J3_a0Pm2W*CZgWsq{xnZ9Hmczi#LXS!%N6tUp}tg{dd5a(RpmW?2OCZ5J}}T7=6riw
zN6=~C&lp3g?e`SDsQfo>+gqbgtsbMkE`Hzh4z@-6_k|ZOe@<&3{q1196^c`5|M^nh#hKyz&zE$nfTz^Izc9PM>Ck_?#9U6F?w_w9
zO{4Vz|GuJ*X}kKrFNkXhEBp5a>^UFF8UB4mqR{{U5&ugEs$YmBNV>DDYdk%0=+B?6
zerJo9|8|a!25zKg+QZMUP#?WmCE_^2!Le=AnKNgUS!G{LOip^8Wq+Hhm8Z<=FQ=rm
z4Zp(FDYH`1(J8)AN_Y3%hHr8<-Hr+tP!X_{Qc_aNuxL5vGCz<|-PovRC(L~yNSb?b
zu)Wy%MPNE#)yGOsO)oF6y+P8}^HZkr(}OdMWFD_yAH@aSDJwhm>-X(-x^Z2>Ia|v!r$}{4H;EDI+(Oo%HrqGpJi253eiO}A)G62hq;v*
z{a&V*E;HTy{avc(<9+kuQ8fYQnd?)7^_zzp(?8wYbyS&kD{c}WYgPA(j!DRDivRrOoCq=J
zcOO4)>~NW+CRX*-$8Lr*xME_3rNO+9fW#Bz?AeKYhAu3pI7u;GnE|!CnhGQuB8?0zOwA=@2_Oy{QEnr+|wf)a&vR5>+7YK=BK+xM()SO#ZmoM
zdHVUYv~P^BfYC>;I+fhei%lBxjcGdXKlp7oFgD)6%F3#)pch_&CLAi_MPjT8EGMTFdw(n
zpX#s4$jI<0DG@(;^5odUXlbL#MKg9@UTRKG&cnx#s|o)&c>Fk{MRT_2%a>QZTL!p;
zA3pRDcbzZ$@PYi?xpTzZx-Cts#al#5xIY*hv$h>-pvKP+A3p3660#j@Btg*6w!eDs
z)Souy$B!T5HoZebceJ*(Wx6dnkyaL$L|x|v&niAz_?j$o^gE_-Gb0~4>DH}VpLKZR
zhqt6mxc|0l&G!u2cm7>#D+}?7jp=NBxS+BDQ5dY;L}997YXi|FrEqtWPRg
z_#=9cNl3O~rb=Sv!{Xn`uD-szdnNCd)z#4-w`%_oE$L(Z>oXmTxXVsmU0o_8n{2oJJyjf8|(D+
z^fV+6Tzu}ahqAxzjYE9T_h-jxqNAfTa&pSU1dQ~rU%!WIViypgbDsSZ`lhkNZGjrA
zLh|ZW&iUEVK#W3n*Lxq~TVs2iW`_O9D7NaCd914s@4-?&%^p-%UM>~Q$HgVR_o5U$8^7Qo1V_sttoPKAhj9qucv6kA!!
z*xVOAaXC?H>AEH@xx9;uiw`3r9xN@)##(ihP>rkZKYDcgv*T8nzm50q-|re8zL%!+
zhCAE5z34>A(u~&J+?;-E{taQfL3%+!K@y40b&4)cyWsZ2hqNda$<0QQq7Ga2T&H);
z&x`~dy!^7WImi5Gsk_9*Nb&oTZu2sHo|@X)_b^?Z36XARh8j}4hK4rl=;$miPFBs$
z^#tBnUUa$tG6@SZ(;
zNT#Ny!q%N6tZh0rwm=LA@m`pj@}5tDndXgrTXr5MVSGZhn$&+d1`Rg7KJfUEM$F+V
zG-0bPK`5a>P5b)wtK9YG?8LCh$n?W~vF8J?
zth~w3SHE5pql^@&W#e_?_Eyy_$`kp3As5evofgpJdh%
zYx|tBl!cYGTw-}nazF^HCx{qB6huXODS;zLl<n}7c@2%frIR~c?|%IFu^aV-ODzwZPLY=U#{ATPtkJ7KMbd4h?t1ueTL*{q
zao6p1bj4d&fmV`Kt=?66dHM3^&sn^kBqSt=7gavytsfli36vnN4BLiRO;=;R`Nw;^
zWEVv21|OYq{r&w#xn*0SAMRi~{v=(unA<;wYk7VsJ!TJOH)=P3qfgcckAi{%6LWJd
z&Vog!kf{oDM6&FZ)`o`!^knCRzfuZe|)&d9=kc6O&1)|>YNd$3yD*eDf_RDSzLO|)tongAS?St4I@x7LomPE-84hgAAR^!($cG~gu=~LW#$P3YFc9h?^moFl-&by}hOG_oQsD5SJYI-2%|(9Z9jxkDQuG@Zo}s-c{WSRHl%n
zHV_}DABPEIqfEg)->Wyj@%8ZVb&Vzz*TXiyqyapM{$f%Svti4YEqj8bX_=V=ut}o<
zX_}4HrXCAo^7HfaJAs;RP4&}#e}2L%ICvX@MF1`D#>ekRQ}&$gaAzZW@>%vo)%E7(
z{yWf(@rmSTBqiyXn5eK#x3CD)8W#@A*XX5ObbU{`q7N<>znTQf=f+V@{=X
zo-$9ocW(>vr{3P)bIS{(2G_0~P~%@>iSxV5C{y`5D=Vp9S7f$!rnfk(nv5hb|BZXd
zKOi9Vfy#C^m$7v~WIp-%!tvAg_Vy+nC1O|_ofxtb*M*Wg;d<9U@m23~%p1Ao>WbzL
z$wi8@P7gJnzjaGkHC^|9D3971T5^vrP%`002fb
zzTu|V6i@hc-o;;d5|x_D`{p-rxWQQGTcN@PMwuR`iC;3_784T_hp&95Z7p$SZppJ!
zbIQmO3NPbpLH^z)I56(jMO48-M|Q31$H-o;!RZqM-T?F}Yvg+c@>c6N3q->{(z`%P%~0Y1Kq14;RekqfAY
z?}67hZQ67TKPr#O4A@~
z)G*^{XQw_2fNEh((o6I&aw8)n6#Aap_zN~N+ynM+tE(>+jPhJoR*n;_Q3QHBpb&A2
zmK-h&Pip_dw&a4OTO=eNk(qh&rw0(=k7HZk}Ou%U4R#p*m
z^iP-NzrT0P^mKQx#|V7*^vS5B#MQc_lh;ecrrU|Gp0632Q@Zn2oOZS{uJNEC2PcEs56fm~5+^R@_0|UoY&M(H6`m(W}ftvb0Q&m76f9c}-sNo_3@R#Fs
zd9+~l^`5%LPFCBP`1I`P&&i=B^?I-gmUcw%p)j7$yu7zdP!LKWO8?jnqf
zCN?eR!SM6Ly}~YY)~V(3(b4N192_tiWFFesdtYw>;t3yPKDncis5u%a@#J2Q>Wr{9Bj=DaD+oPJs(W
zr>6&E`|blt02==M`Ljnvgl_0;Ef@qQr3cG$r=ZEhl*K1{Zf}9>qmz>ZfMR*X4!6I5
zFKO>iv|mh|fYX$TMv+>Y_S?5!6b4tW+(EIf&|zj`@<**n(Rst*=jUhb;P46Xly=7s
zZ}ddshu^}5l8-DmW9QvPpWdC8mi7;!$DTJ{1PP#(q8lxq-3>ss&q4mwDUxMJ$$cU7
zhA31ck_Xn&9`L!#FXcQVBO`}35+5utEg1EEeJX78i&Dh4-vi~%Xk~c`E&qMrw`aZ0
zpnB~4_itc6cD)RgtgEYQ9U$?^TVo`Gr8m94HeRo$7cKwn7|Fxn{oQCxTz^9e5A{`Yu7;$5fOjfLJWEpu`0&9%L5FptuwfSq(5Nke92+_hf^fK
z8VP7f(bxxA7akVo8y_EUV~61_0Z9A_>J#5s_~s1(?q^(Y+{nzo@@3l%Fw&TuoSaw5
z$vnqQs!styyqWuUyu-J=yqwAv19a;7(Q6NWrs;?(f(?W1(QD3c=Rwrf=pyv8;@Y
z#OEG}%4!IPb`~hD2D;7E#Kg9c;9%||`<7e_f^kU!&M2Z@U$2exLj&c8WYX9T4tHhb
z*!7=#wlW`+Lv`9QJv~kQVa=B>GTMcvw$oL6cwV$kMXi%-Itxc*qiDjz;
znTmdTYU)Z=z$2_yV$wjaD=Kt*k7j3P(&77M*-3W)7=mCOvufAQ&dW=05JLqien766
z($z%*Hq&+J`M?&P|na@bPU0z@yx}`8|q?%9>2q
zxr@+@reT&~?NY$0YG@y!*9Ppb^uk3PnudM)%n}-rjo&
zJ+q5;X$bv=cKdcO{*t-%g@uJlTYaD^ejlTCAUbgBjbzRx{+ssp=S)o#limXWCfz(q
z_Mb%S)k?T3PX}rCFq}!ULm_-u6MNpk$cPN`nu?DkE)ZW<`B3HJ5)$55R&GYSfbgkI
z5mpwX=`hu=I5$6^B(en`hp&0I*RBip!05X52A5bNLz?NJ8m}X5e$0Q0$48aFO+o$A
z&Z~F7x+I!!-n=TUdCAyw
z_jL;+)fAa0Nkz@tuil>|xp2nK$vsl^aU``rFX%kE=yg-^?&Mftbio<8IRQElx9|-5$q{_`owayxw^Au$AT3p81db
z^*(9Qd`wNnixLmB*o-A7^2kS;bG&kLrZ3D+auY96d$!pwjKZVp4t=EGk-@_>WzUW>
zKKF6A=Bu#Yy*ysHQbax{SJZE(S9WSg&)z?4Q*`$1|E=#JZQ)2gtz<`OW-$CSGimE-
z-Z95Hir+E!ynMWpBrh>P4>hHJw_SB`2(+_Iy<{vN)E8~9uyNeBf
zYa!N>Bto9^pZ+X*%i3@LeV2Z_vj1#+$irz_X|Y_g+w552nA2`$V6bhP-x`e
z8fQn#=1@Z+5&PNHl*qxiy8e_tkTWEHO)a%F$RDy+@i~1qi9UXiF|8AKLe`iDJwX4(ouX7|+
zF4+qFw)*v7v5Gp*NSpCO;6xEm+8TRCQ&aQsv16)sJFOl;6?_M-3C)a>ib}~&xPBW8
z%RTSSjO@pbF`#^`?rwZ+|9z~{#8j}i>#bRI8XGi{w#J{~EaVJ3X*$7kAd@3FiBU4*
zq~o??r)j778+E6hoJ6i$SO}Qba$v0}|GY?h$6X+)Lh9T(b|`Jw{$WsI&J^#V%;H}i
zMfN0DV#>Ms_|B=GW|-0(I9(c1lJs8j;p`zA4Yk*17T#fdC_~eP&CttI@5P$cawtfB
zi2!cvp6IQ7rB}LKx=S@jnSS!o!OMs3ht&lwny2(0tPNMcI~j&_W@>2Qef5V+^#)v_
zfs2|WRsh{O&5
z*nR~CC$PEpt37%4EZ~?$^Qp_1w*!+tP8M~V;@Y^C#TRr#QcaB!*y}@z#%oZRRNLpG
z4uA9q>k>h&y`a>8{r0UU$6W1@X0~+Ni?i&WK0ZFR;*eZHfUn%xNI~(wp@D&vVO+@|
z&9SYi@iDI!G=@;LPs&Z36#GY^GlU7>U{6U&iHeOS189*87u?jCuBT?g%)+t-1P=Y*
z06nX}Hhwc$wZ5h0gG{4O-GAEN$Qro?LHAw1em#k_yu559@T8RA?`+KB-?asfW1Z{p
z^XgZM`*t!hy(=%@aO1`eQib^Ir$?{71Hwd|Cv@SNKW$nDCvi7-e0&Jn5S5TXfiIW8
zy-&Efxsw`}XjdzH@q_&J0sTThiX3mcER5uhjgP+t*0vt3J7{8JLL!OJ_wUm#u-UM8
z?_QhV#t>-saBz@g(03lWLdhg(;_>Ja{UNQ~Edl}p;EJcPqOOdf8+Z2hdPChLX!5Vm
zL7yut--D0RZrgSnh^n$&xv5E^cL*K`!5J}?Z&5P=3`6VfFz&VD+qZA8Nl;)TME#Z)
z=B-<|N<+K@Wv63hy$^Z!eN&T$!6GOCi-;{HFxS}FSXsf%-x^RT$)78dq#aZv(gQjlernG>Pc^G
z5*J-%phmv^`0?E1vZOzcWfbWNEPzoYj53g_loUR0ZYraX_uc}?js1>v=jJGRuv^R@
z=op%Us_HSf#aqLz1=}IYVi6?T4#QSFO)mvmwEKf!y}t%G5I7;8ynFxN*cjSXIaoOX
z#i6l*Z&YqGg%EHGI%&qOal_$`QayWlU^^)N0)V_|Dr7*0St6#lZQ2U$K+(+Zckf%>
zu}-W|27{P@>fXNd-n^rPfnPVJ+8)wD|If^Q_{TjcG2Id?e`(lSjjjL90uU>YRn-1-
zj#jag5J~^XOL?0wJW+>E{KzyqUtkV!c@Ma(dnB(zRa$r5Dfke21G{-d&Lk&8(y}@dvv3BRtbzEBYDvj8c8MXsT1z9(GKAx78
zB!lMnK1n6{m#XLVaMO11AW2zS|5l-7)zsUMA2R>|9(q!=o*)kIL6y2*A6UD`%hnqh
zg2F*^_wV0dZji}z3wamzzc(Ca@SmCt1IYq=3`2Eo?HOg|N438c6&2}ri@W$@
zBZY;Buj&vG5;hh!Q`g53W)-P(U?4FYY>sSvd|dkC#k`qowwh!M7){O1_X!E*s2Z(Z
zwGtx)h~kgK!^71juFf1B9A$6cuEWHum`u)%8xcB%7`=`xEjh7K;l5x&k}86^2G2NE
z7lFDEYKq{@1PTv*g`iNS+f+S=!CV%%$bk!&FTbuW{9P4US@MLlnYcl8FjZky<7+{y
z1&OZsd%pL>ejx^MQ0T$X06IaK=AgXqXx_=p{Qm3LEqMDKZlRAJMM3`}Ez8V7qDg4J
z@kk-}QNp3;=RWZ(IJS$4DaN8D7f7VLG;4%#oP2$y+aRw_F;#s1
z`T^7^IzHZ8=Z*c_ckkB2hrA1p4|;y!$*(YRR}qgaugZ9y&)-6ii43FmyqBqH25=9=@Jr*A&c3Mk0^7A8O@B_)Lz&O?jDL;Nrh8Tqs?oxZY$9qj_I
z>C+`{0-4^nO{q(39_#4t16I-XBy=I`g&7O9&W*5nNhFxh>!96+9Wkati=<^`rH&fz
zoP_xF^@S)Sgqoeg)_bmBzy2^J#EaOUpgPuec2aV3TS%uaT-fY9Gkm(#ZRxOOtFX)D
zx8sDl3#?Cgq>=8+yMTtW^2L{?F0+U^(WC4Wm03<+{>IF(2Ejbq+E^iKJ$geUDJe-v
z{%DC~)6?EBUa*4pcEagL15p!}_)n?_atH6*+jsw;rH_)SR<-!^fx8jk_yo>7j)mTI
z`Y(2=%B|N%7LMa5#%5G
z+=vR9@sDam07fU}_G}}Me&^M&;j{;|SrPkTUuYtG;0xn^=BnJ6_ci{B4HSPzsJ~;K
zr&Ba@s8HF+NMFN+HpAdkN3FwLq771`MPdVYEzNd(LbLug?+79K;q&MBFw`t3Y{*gN
zyn}-1;5hh!_?<~hg|-3KO>8tnNG3$A0@6?BwW{5R)H6;EyzNE@B8cZWL^(rrJrc>>
zd`Nb?I^@68hKB46yqb5=czeLjA@-MnxYF(1NhvBS>U|oLmOh*BxMkBS*HO
z2cgbwKXCC*P*BZ<`zjg>{_|RI?0GkC+37*ee5{k8y%iO=fy`1;Qw3nX0#rB5wXfm7
zH8N3KTYK9tZBtg-)xB(gleV5exLs$viK%I^jRZD+z2yQS^x;a=GM3AE?UgVxFgX%u
zgdqTx7upRa)!RdU13vLR;|ON~1(?1Aw;WYbcF^e+TLL9NHM6`2o-p
z+ChEcF&>`HC{uSK&=V<}fdM}_V_X*4MjD99Y=`2Mk)8b^+w{l7XV0`uS0MSob~z1*
z_NZY6D`%&W89g?T0df!sTp)&$s+kGfV)d(jBWK3)1~)f1^-RMJoN{3v^~q}3SY(JD
zd;rSiE>6qNruW)N{qFk%s=WL$wM*r96=O7mENIR
zU9tH6?HL6M-g7XYyLa!BNX*R4MYHYB!uG>E5p_teUWt(k(7$qpTtPvB<>akP(MajA
z0IQ$J4rq58;w3?BBO^Wz@=8}Ff2qq~zctPQ*@QE#EXfE8xHqaeq8f*Ie$>>w6&)?|
zLIYdGScmGi0Ih3GP>}{3(*to~d$H+J(MTSkBi)!y)T+?^=_GwXEn;_~|DWj~#7)$o
zOv7?2KyhVZH`p3izVMJT^777uGlb5_td-}p%8X(7cvS3DfFZxOT_9B#+`L9I)>`3y
z(*S)dx(JCd0)t}`*OA;8$0;Ht+_zr4cCEl3+|t_CR@v!l!+}Vb^|@n{BSb#s2;Kx4NcAk*l%3KD1sfE-ETYvr%>><(0)>0e^r0
z!>;qTE^}Qza9Zr*Z>Tj~Q^_PN8c@{sB9F{YAn12eOpK16{!UcX
zo_~}qep3{`p8ylu8mg*~{bQotH*Z(BlSASO(k)dl>P6PPTCwWY3{a
zGYZrv^xw;@`+K>jrobrPg8Q<%y00GJ;_afCq9=c1(+13kVlO1{h}A_Mn({rbiun>$1gUN3#lZU9vM*)a8x`#*xmHXJl*IkG3!%-
z;E9HS)i#8U_N?{qH=-^jKhS^**=Ba2ZKe@@L9Il!FkV4(*-*>$4a5L&Sjv^ZRqhW%
zL-$u+!ZtibFV$M)xZTOg$)q}J9pWe;sh15RRmydlVdg(ndqlx|lefP=se?P=-R(2K
z#J(rz>@Y-)IV&wqc~}1|A8*yH3-CUn;61C1^-kfhl8}u*=atK{yKZ3W*;Bv}T*tQ;~=rXJTeX
znIGgK2agAFM&%4*ozQEC!kKA1P^-CX
z)cq-!f6`XZwOVfG>yzJ@2`4rtE{+`K>`~|r1_s>SdaP0}2(qL-`}UE+wD~ysyQ(*>
z*nLGDrVT%jGt6-K0bYA0?-D47LLXYgGGakFZMhcAHaBl}_4JUDOnzqU-O3{D
zf$&p>tK+R(ryx#H(Cq#IfZO{~K~C-ipa(b48=GD#Ln9+&*V^O@3JT|~tq()drrW+f
zR?u++35dkk&rgvn(BJs?Efz04p5yanq3&CNK2Ca^h+1?K^1$~n!^GFYw
zyQ~7F|51Pverl)!dr&9Vt+avyMmNay@4`am{0ZdaTwGm^t;T_~?jXyG(jF_gsrUD9
z3NQ{}qJO~QKdDE=ZD~+uNT;NweOtp&{5Fy>_?51D5rW?*#*2mfP&H}_?aYbm0=P#`
zZzC3qYHUH}_wOGu3I6?j$B2WIAq{
zGPdgv*zE4zy9psEB4Rg^cw@a!^tfGhVe>$Iu!h-MwD9LmMpo8sldg+1Hfv1^X7Z!(PAG$y#je2o0vEQ
zEKPd!LZf$NB$c)Y409Y!s}r2~G0#eWY+#1z4^F~OM5ON^+|x{#zczwqb(BZ1eNP!l
zoR8c=N9PHSW`q(0L;h9vNWgDBkd4&HNSPSaV)5qPzNQV&~v?UGe+wPtU**
z<1pGTEh~FFHg+EY9Y9}Q#>*M8@2}kdBgGU5@-1$1Iq(ZQsr#CoT8v7yF^=^+yOz|}CC`1NJgV0`=Y=S~ds2e|9lQhOWK
zY;6UzUcVlPW^kJQ@9&ia(5O?;KEjV#P_ePGg@uLf*}He0r>7^DD>;zJ%j!lfm})qB
zMCn9PyMtQw{w}rgG~90@uk+x+R$@HR-Ofr$5rhJ19RTV_L;TR*0FoehetNi9k_b;j
z@zO_z2s<8H)a_QYdep&AfCkJ6#oaBtKxx-QoY^NVyc6u`16FtMpK+8o;@3dgok(V5
zdl7mg5!9@P704|?vARZ;6y)@mHe*xxBe8P5C6^l4Mkq2RE6dJA5WC?VExEVegZA|m>#SrLQw!I8FoXeP~E@eKu+2IfKB27*d}zRU5AexdG}_tBmhOMuww4f
zeQFYL7|{=2BJT+T8x2s2{Yn%g$gX-e$NHt9Y>+&FE*kp_0j2KTy-Nt3rHd1rp#YJh
zu8VeO7`z_?R58LJ*dz}=+O&DIBy##lad|@5`CNg0bh$^8w)Afwv!H1$Ihg*V;#8%<
z)m+ilZ{dLdlmNUBr8(3y^gU}!a4*&9Aq7Vi>AP?+06WkSVSA{v0q^Vxe1*mXTbWbM
z5;ENdeHFpJN?E9$NVF1j9W{KEP*1Vb&^?sCMoN@ch+nOWxDVr?2st11QnzC50#wMC
z7hh08a1=Ce*aA(ASdYgnTYZu0r30c49x_KZk>mmK?MnsJGrC>7{D2A&ZDqBQ5i(UW
zU6ap}wDkxehwz*)c4g&$|2UjI7=s?zjdViL63bKU5W-0>4`8g^pMhop>V6xR$R1A4
zjfffA2rT@EqWB~fnl{f#3Q`8-5JKmEyfZZXxYcf~4+4h)?S839kb8O?i-c!t&G1X7
zu-v=I*x%o;|0Q^TzVj>}?8zH{T2FX~5_SRC!Gl4mCBa7o1l}V2IyTlN35BQ=V#;0E
zB(*n?dnTfEMMWpCT)Co;RZ}mLz>O{ndtOEJnz6C>t5;lCjE%bnekAxlcyKp0)k0|W
zd6J|Pmm9#GnQa@xjM>=WSSQ{W^J958=#qwXtO#uE7WYLH-I#&6I;_dZqJahf&?
zXcnoLA8`p;ao#X7!rbNu4#YP?y1TH~QKb==$az6`o$(C>vFQnO{e;TPSFb1u>jzYc
zKKMIf4nP)ER95E58cjU+sYj~T&Cr(5|~^7AoQUt7L)%WKNi%>_pZs0D$%Vt
znSgqme%Kxo0~`+SN5`SKLrsS)1#6X5p_&AHXD>Im?7)euP_1qu{dVN&QHcFiBxD53
zA~&Kx3QptO(xl4w567U)F0oo_MCtW$2Owve);kx
zpTM}tQW9~7>S#$EP;t-cxHs3avaB{^{}Bb7$O?fle7L<~^RMrsN-tx)8j`n*k_wJ{
z$`*$SJ1MG6s?}2onz~9&>eO62fj|l2q9w)PC4}Zn$c11f^z#ljHfJ#9-g>yX{cW0R-NWcweqW_>?@b3tm8gbfj|6p5|Jusa&
z4j9DAE~p+;a9^5cM6QIInfaNl1Ry`sg#QE%wWO4F(O5`a&)pk=&2Kq5b>nbMzSDG4
z?fVwbEXE^5_LFE~sUMZRQI2~+uIDDJB$DfO=UKKOQ4@W!>1Opyd1j#Jy(dm+3>3Jf
zPy92xX3!zy3<j`|V9d&TmXjvguNsDanCp4-XOY?TNe_A!{
z<)McVq9!4TA+_=TbI?9QvjfQM1YCsLU4AXnRkimgVD<-GFrmv6O+>HM4Wj5f6wqpf
zyJ2j;(wu$xINX42Ea5^B-3vtHALTYD
zM+mw5+e88qsxVcW2m-XmW6JzJoxIaldJ5CCY7S9)bqJ*pYzcagfI-5Xuf*
zOhXJe7eW)jcjI7fh6p@nd1c2xdT}idOB#infa!$3iA7!m6iU8vqhWt_bp5h-2UZ$V
zU*|B9h^iC53c_!M{eVQ|!_=K2;S%oR=pNQ{V+Mqc4ZwrQ#x{ZwA*%;f#Q=NMH!$!M
zkbe!z10m5sB~=a2rzMZBoeT#bCPW9ETGEF!aBF6G7l}AJkdd3a@sfRCEmrJZxadSJ
z#|e>lSjRQkv#M|k7qIxnxk@@7mgD2`A
z{rYv4xFj-sk8~3dN&rV9k_WWprwtbL9kDXYiM+JI`;9CTZY*#Wv0r_#A_3Rq$6Sj2
z{lx<{USEBS*h8{f`Z+|7V`5`*3}Zd$Apx^(e5!_qhI#-uKVmGb5qQS{M1x%b;jaVH
zNSiuA@F%F)hY|H-!5Kp&tBE3vbf5=5J2K6=~;LWf#}9N*mQq^4UAVid1N3Rm%
zM(6{*9U#q3EzIVIu!Vl&+-^?uRxo(5h9uRNB=LocL7s(^fY+Vf-AbuD!v#%mT2gYpI)x
z)2r&fixhwRe^qZnL?)+QqFxUE1mB|LIw$HWNT0F6JL|fhUP1)0&WH~PKf|n&JIwZo
zXS83mtl{S`6{j1#56L|fL}FYhI2mhiH=J?hZH%k8eh{lgxuUtD@Zvo0XZ}+UWVYgn
z94f!w0i#RPy}i9%O_SFSXCJwf7U3U!-fT>ch#U?IFy>jd-PRyG8io~q!_^4+wIwd*
z;L`mjjcKeYsY89&{u$P-ySp#0P96T|fBw9I1&NtILa!=@+I!|`$n&(JzT6m@k`6b~k#$qcgn&zW29gA1fb2j0L4#bzf
z3Ay^(cZUVnA6olvC(}BHwePmvCv9H)?(R8{4Qt;??khvK311%3bo%R7zbmVz{O@_Y
z=^$*}{hXW?EiGDD*i_h$&_(l{kdVkhZkigwVw|*cS{(nRqOIL(FoMDe!D}y0f*`4B
ziepJhsi`@y3T}Gp$o)BV<#g!;-;lxx~eF
zg9RZ$ZrHeyd+*-UI07<|eOy#j3mo*ay?rk93tky~isGqL9w?Ae5LLoZp>=q0(gv3Q
zXO?64k&HlZY5jb$kS{z5QKZ=aDO^8Fek#_^T;s4&V@LW?Y`oMth!8a
znr?9t6a-Kk4HqS|_990cdwW$?)du<56NVossdpZZdat0Clbbt;UW$DAP=h(~%n=f)
z{~)=#D+smvx^?Rq-Uf5rN6D?tJHJvmNWE!OCKC?)7Qw(w17(&CCZcab$B&yMC&plh
z&;;Pu;Mn(+`FST5W#xV}c%=KDw7X2omm~hv&@eBt8E6%=^95@Kh(yKF@$WZ1;nj~l
zMYE@Dkj&WF7=fECCM&i#h=s7uB8#SR&pk3B;hK+m(M+>Bl;SXG={evosp^?$(3cp5
z{`~m^;PTY|PirF1uRQVV7Cn-D@}dHs%kPp{E4F(pMV{yHEl
zBcq71PH^rhaeSlQrp^12{hAcFjp~&IvDHtr#R2onkOLWv>g(&5vYDrLtWOcg`MD_U
zx#V#S&*Y@&h{Z~qMk;D*eLmJF1Xd22D)EJsKLx*c7f)31IN`|8w;oo%`}gZF@E6Cy
zAI_^Jng6YNZ2mQ0;DtB^@j0EUpK}Vw;UbqZrw>=
z`Wcy*H_JMk%f@=0tu!+?S*Uqw?vsS-g$n_o0G67N!)KGSvL;^ItzI_C!Jm{&1Gixa
zXXI2J&aq0kX$J$b)tOpdy7UmQNGVwwg%yh+Ig
zXPZl0{aLgBPe)@z!%IxEDFE8>7u#1qpz|V~{EXPGA|+R;Fr0-N$AOYGF7SFfr8)UBpd*X}gmxYe_s;*6x^4p!Dw
zL`+^46=}oFC)O+6FrpgWY{SL~jfhCYJv<$a!rd#WtA`O!{P>ZeP>BOV2M->^z5&j7
zcBnx{R-UE)yJHDYWjo4PiJ5fEPgKn|7Y#hp`t>z_t&p}
zJWQkxFBimVwVNa098;|~tB5fLT&abknd303y8)9?&Zsxs>#%k8!aYdIRX~#F$VXOu
z{(MPAB^0_Vn4KxIt%w9Y{n9N`Y(p3jsn0CDVmLy_7L9lEfsD*}x#$(a~nsMNXxQ!Dh
zP9&wLH-fo^hK0Sd8)|r3x`}S}@}iDog6TrO#Nin5{sRXbG(#RgzB=xgVvo)sD=)8N
zW;Q6_xQT|Q5x4gy<>?V)|Ce%4Z6@U}Fnrp*R(|Kn9R9mo-G6iE{NL*Brak}H!-Q|J
zYKozViI%8&b4THnO-t4
zi>zA>VjVFEqTXx+p|;o>k3x)7?{N<8j^|PK8=)VChKHM_r6wlU#L0x%jx-Cw^0
za|}fL>{fDfD=8Pb@Px1ahk`^ZUU3ir2|YMC4uNx5JYNZAxf&tL{W1zC$L}D6J)Nw#
zgvKQ!HpRELgl!+}yHk7!NCtPKnRUg_@#~c%rg)+PQg>m{vEB^hOqZaKTCgBaLYIH|
zV1o08D7V2JI*^S~KX6+7DDhixL|i1e<gsYyy#>8Z{HJxL?lVW!@
zklGue1FJRSlma@vF>nbLC1nQXV-8b1Pbs)WY`#&&3YK^M92$%r#G)54wS%W>&a)*J
z6lfq~^ZM26ygao_moE7@T&-_xOpb{;gAVcoV>Q+H%!(T*EjPDg`9Mu`a}qKX8sC~q
zmO;y}+Lf*W>{C|6r~bdg7w@{I^^J|=QB|#+N7wp>n73$#lZKAY3pvh^`Z*{cU#mnf
z>*;l*w$F6DsJG817&UPAuRkVI{K|yQAtVr;^IZ;7Iz2LA?OT3
ze|mcMK@*Uvg-Vd@{HNf2deMY`g!{7N-?_O~+ttr`ymGzZ<2~jd#?-6tpN9i5s+pOY
z3`Vd67-o<6=+T^~bbk8eiJH&(k>XNG1v79}z-@8vhKv$sC!rW;Z@9U+m9(^;siecs
zLIRdU2I?gI-^-9YrF3wZ6xo?V?O2_K8)Y*WTJhYf>1s(DV#Z2veDL}6=awS;s~=PL
zf*l`&khhtsX$>^YZ$@yhu`&@G3cE|g#wP;_E|?Hk`}(d1v}3!PBeU6;>F-Zf3eQ4i)X(oO
z#{qvI!9&OfPJMxg)WEVOAR~qZ4%U^-i%LqtyB&Yg$%h?2O%MZwPP1VM<2aESPPz9L
z!ao{<{~RvvS_r>VTt!ut`@n(okm928@;F!tPtD;WC&4u(DjrT|XMtxE?*OrHF#d_|
z;J;|0QwvyrkC>Paydt%8=k6vYB?;m*MDfy0i@&e$;YK_k?K7VI5mSZY30RIKd}uDT
z=E6b|Bnr6kI-ILv$iX~UR90Tbb3Bl(?d|SH2#{d_=ZSM(Jv(vprTEI?&EoNo%!M|+
z{s@rJv#{VS&mpWbjXDug(IJ=~ngurTi2bMFLy)_dL6SDa$LBmv>4nuvCb8}V@aGJX
zfmloo^Q%w3WbJ*#DdIKbad#!7;~EVasV4T9jf@n1x+n2A*5qp
zh}g;EG|9x+*d>r}*a5GQCxLWTp{)gf5S`x~PiG_AJQ0AiXv&g`beZsjH2=-6bfIl@
z>Lari!eX)#O9KijIy$Kx%QJbnupf~ti`V2MPBxjb5h0G}FJ63ervcgaY2UTBOw$Mo
z1R=u&0oCR#;{fcb{W1g@#^EMN*S0tfcF`FlV+S9@_}Vpd0D|B+prZ}s#(ba|keeGK@f6>_O-7aINEpQ(FJqgi3
zS@30t<*RGs)yn>WcE%HE1W3dbNrgTEG%J*&K>!DCUfz+c#vea^u;|LvB1}V%_#9lY
z?JPvI7x5SDDp4)Z_+75wzS|+h1c=qfmV^6ZFOk%z!a0cvyzBGCa0u)HC$XkP}U9)OyHZHYb;$>!67iuhIBnE
z0gQDTo@h1zSLrd-1ij@6#-+aFr8U5%Q~23ng!7*P8{M^qA!^r1p}sQfzLJ0?^m~4E
zW!Z{A#DwMrW((Cr=+>A%9%Yc2lq5?$Zw!lVdPr|YvvjVUf9mVes(!}OId8YQ_iXL9
z_ff&0%5f%-Bbom+(%~fzW@{CXl!_*gnBAY4upt%*euQ97#;shW+5$==9s72n*2s{8r#)(;_U*1GCyeIZ>vJu5f2gw=~G9{-+f
zj~gSlHa5K-$os{i5`F*{{^F@%Bxc+A$WnSGw9*86KDOG5uZ~tB&ws)*OrrMJB}OP+
zyV7VfE@JDYDk$avEH;Ah3%SluUF1Jm8blzSPvkBCfplu#5=ci>Gd43*5n5KmCpPyK
zWcOQZ7p&Jrk*t>KwUv@Llves-N%hP#W-&y-+LAVJ-P(Y-Rx00Z3Ae@kI4g+_4Nnn}
z-mznchU-EH5g_~ZE6&4%B%_2KO$gwZF6k?x)xH8#NERY$4-hkG%MgwGoY!vGsT#{-
z1{p$0z!6Q6;xX3MPmMazHoZ>OAshM}p7dG2vOK!d-jGLkPD&~lHC$&fv?tcv3kBAhB*e$~|1tKg9$H893i
zE?+iE`vwI86%_6e?+i@TBS6OliFkeW+o0_z=zk_tOQw+zz?>jPQOjiw3z00_blmTZ
zor6{P1M43}m4Bc`ff+i7JO(a;V*t;t`~hLku
z%Yo(<1`+J~6*y2e*HH05Dq#l7BEq5uz5uBSViF%R7y-@rV4`>m2q+@FXLI8Qo-PzH
zHJF^PS@!}D7eQQh9#KPE)c=5M_=nSQ=BKag@I=YyIE$JDi4*L{99;tXO&t#NeC@bH
zxw>SkpHXI5UeeSwquT;gOMymwE{b?mii{>6-eEud^G4-lxEv=$8J-g-3Vwt`;R;Z=
zl7rJ8mti4654S43c-$j-wEAttqgx3@3VewWd;x$>piK4sMkt^W&13$C&)RNsV0=K^PGnGs-F_mD3R)0&
z_1CJEsRRjv2`=TVNvIxgwytZSMi4M5CWf78ZE&F*KzGbb)QeF71I6cGxlP5gO;7Tz
zYn9*X;&h5aTy&2NccF5e^Tzgl?z8T#^^60IiJujN{&~lKJ92eaIPuvCCs+uHqm~v!
zP+rQ|M{;=mS#gE(Rrj*!MNdhx91%l1iBaN-+@$&MI_?w=nCgXi#(e-UTh-gs^CLhMmK(l2KG2;R`I#vR@41>My(k6_CNQfM`d1
z#`KfYMX6wAMa5`z$3$caA|2KivGr`m&?xoJZ%B;5Zi+^(i)c$wI8-1BbC}}T8nJr`
z0|F7M*`=b(tC#KZh75}Z=;>Eq-%Da7fiwuKpnMX}Fc%_fk@l;-i)209McGBY3~|3-
zV!1~m<#w_?3J>JkGi+;9PU`$4i6e~?r8gsH><=BtTI}hLwp6K@I=IQK6`mmV&!$D!=}#2
zn&TZVv8@g^_5Iac&dv*#v#wVspNi-G)ecrp5MfOhN!t*~dst%DVlq_knO@#+gmr4m
z3O${K=L}AWh}f^JT8gJ6_LddC-L7yl8gF))(6_*<_sbyj9n66v|HfCYnBd`KO9fJ-
zl{h$N$}LJf*W9n2cyq$x4gcI5cd_`Fh3ACIg`ffrW}YB6KcV;9=>u9h!5y*1iA-1E
zY%>cBbcIMFNdRr)|6uP;pt)|}weO!wDwQ;7o}{9P=203b(LfAq~bR%|)R!XdqLf42AH1uDb94-v4Jm`+4_%-@TvpuJt~xz4rRw3E$uMx~}s&
z&f`4J;|xiTmw6v}^8S6L>Ddi+dGqGYJGjc|xh=kG5=lw~2|g_mF{h}mG`#!6prtJI
zk%V`^=MVr&d_7F7&&5+7J9k#zx+GqlMDleauP!t!ECaRvMapfV@EW%S^$lN9`R&PH
z|7bSFPoh#F{8VsLm{y0el&Mz*`$+h?s?XQN*TfOBBH5J7pOXt$KhIhXYy+oq)
zs`^LseRt8ub0F&z{}3pWtsat+=Jbl5K}ea&Gv!+RiGJ>5rr0b)a(o>T+THy
zVA0~w&u{I{?-jmtu$q>R`G^1Un78|XH9@y9Ku*r*?^h@J{X<|J>%TfAKL^>?IuGWj
zYa3dC_y5cY;6K|OVSb}ZHd>TQ!odJXZ)_D1ag`p@rxzOyx8Jjv_i5U%Gnj
z+DsaGXf09cucUPEPub@97`ro|XPWVpH?GCeihjh4K$+Dr6I4MWW3iJE`}o1*$0M_U
zzsc^l38yK5)N@A}+uO&vlGR|hJ=3kBB2d8HjcaGk@*Xhj_*n{$LVXU^^&EVv%X2&sb?oWmz;rkeWTl
z7{gB_Utr3$FQX>YgEf@;@(mMMB?RmTM2Z=?jH=VPE#*O6n1g2UV)wIEI&tuiJ1^Su
zL0SOU9P(uy_rs9lbF}J>NT@;07nO?k3_N83PIZMHrl57f<6Zwh5BkJzXOutrCtXFe
zS<<0CdnD3HaIxU*Vf)iww!Dh@jp<+YM=ka*}_>4F7Eay=}5k^do+)0bm4zn)W`bN
z)z)ryZut0d3E8k|Gkw1iIC9L$?NwhAHd;yP_NuJ_i0e4e<3}=hMlCHoFNn_AQkcCU
zBN?o$9Qu5GOi~&0ER_GDHDyG3IDiMMo>W(9p{NY6i~IfAB~G_Mxa*08m!qS7y}i9_
z%1*3|EZu+k@-S#`Gw*nxg$Y~8{#d}xukgvSfra{0r4AABDZf`^ZFX|;4!McXMD^I3
zuX1506urX*@5aeLH}w12!22v35iVf&x`=-vZYyxp<6Z&D|6Yw6R+b{=#?Oy@BO@cZ
z>r|`XX8tQi_L{izQ8fAC@)?0pt@7s^R2QpkY@)jH??-DTKmScpzuQt^e1p^X_~h7m
zPUMD+UfSz7h{W}6ZJ4S!fvgOOo_fbdu@qFF0
z`7NTHely4aI-mN(9RHhqs?bC0*XcVOF?c*S^Ze|B-@oRsBKE?p-*0>UV0te)b??4<
zsELu$(r?mBe`asYUi9(ZYpz+5<--R&Uc$P5@)JFQr-;TEOEXW|-5;Y1NLD!G!
z23s|RRvxeGbTx43Od~`g0G+ammewLSlHy8sgL%YSaJfe>r+Z?_>wo`LKA6@CPh-W+u9ju+vt*y)1PfobgTQm5wr|E4s3=M=qb=b=W=ojr?G)okI{#Gs%_
zfU?igcxaX(e2G8)r{EP7zkX-=cuo)%mJ*W)HXu^;>&D&xbE(vU|CUrrBoibHf<8<9
z_5GoUbo4vsW3%FK>2$#&@=rBG)cIXjAXcSNS0+BeW3|Tt|6bN)`pEH90)UNhi|Igk
zEdF<>CR9d@Fv7>m#JNq|wkDRAr)XyD)VsGjC`BkdDBgwXyyX&IMm0eIKEhIr(?TE3
z>Z4;PVb_-hGZu?xb}cR+LP^B2ARvpY(!xpZ&mmveSt`qcnn{gijlz@}!;Z~_d^X{R
z3K_|wD+JzKRRETRVn28O{JTv7m|65B%YJzLNmkLL|0MA|K1vClP4$nzlwQwTPTcml
z!0S^7Q}@)Ru7@r>@)_QLM(0bG2KuYLrd{>c(DG@s&-lyK=)cpU+8$C0RvOWA_5FgJ
zM%9@aXBij!M7w<{Sor6Nx{aCg2R}>xJ2hi}0Lg!u1nqyvk854F;qkI_htFQPo^(Aq
z{x|X~lz}6bk`&(CHb<^7Wrd8=jNB1hgAe-8DgL?Z(}q}wLrOZehz{>swYp$`HZJ|8YQpP$
z*De)x^+=0EwzsIa?rz(25SOE7!_QAR#eI#crshLg2Je@H_-u$an#`;$^GpnpieMzN
z}qU%_N;-u%3c+8Ud5A%AaJ#1>c)6{R(>Q%-I&0H+BM$TWYG-H19HK*4bjpmz#
zU%6Y`_(xdy=~LT_6Nmk`7SX*Naf3jOu8s>@A<&xpvuH!(zvjW;kIHTN#yg2-!~CR!
z;nO^(392x>VEBormDe5@d`>RQOw9TDWLiaT(%Pi&t1C*Xdy$8Xh*}ratF5akI>onN
ze}m~tEd*8TF%>I)dt*LTd_#mRN-O`LW2mufx>1)G##+z}s|Z}5bD-q!GaX=&TYVf0
z<@7uobKm|B4nJNy)nk%(aFxZX{4ZsyD@GTb7_Hl?;p?I~7cN{foMq?D^E$1WEn>{1
zTp?+LSr<{#ufP5yYpPsyTf9JJWQ^ni4U9uhNm0>CisT}*MMNm5Ick(j*hc?dW%u!k
z|9SRBf@6h&J>9B}d
z*dwSGBT4Lp0IVp$>}~$P;nIU^{)E!&UdYA{{S!m(@W#T#Wcknr7hvMTOX-~e0B9*^
zLR=aF)-fA6i@d&=>V76!%DUCR-6oT13^lBU|d$t=q-B$lM=4EsOpA
z-I_HKt4S1{iq830QdQmD)oN{S!oo}IE-6_1#wd0gJNR;1_3!v_^~V25a8Gg1l;K2<
zn{YGR^~=-Ouj}?ZzxHW+#V6PFb!NBtPjodKvoQW6AG%#xV13uSDBb?gOOHp2g+kAK
zAKdUt+QjQ)`&CMRWl#K7InN9*#LC`Z2{3M-)4gNIvrt{(wz3nTm8pVvY}c;O3~~Yn
zIs_oBR4pdOHJ&>+BfncbYPVTJ{6L=N{AaI8+@G}jZZ#q$w?!0JgboRU9zjv(rX6oWf|7~^g
zoTnmT1li{%dCdzdO;>|9rBBl>d?{
z_?KGerYXsnDHg#t=Wb5+T5wh>1D~}ro8Cg5Nbkv4o3_7yW38-|!ZUpY0&znfgTuOo
zt-Db6aND9{{pbD))^cvYqH5fHY`UD5_wKiD<&)I&sX0fZeB1rLkjm%mk;oSI$0jCh
zRjA+8pdCHl_PFu3ps(C6<+Ewkc8Rsu!zNz39z19J@5A&gutk)+<>$iB%GrG{)nE4*
zmswR(`}+ajv>amh2g3jJ?fd(S{~uG`|L=f2zd!dswHTQ6{x6_w!o~b2&HBpcwW)Hh
zeQ*z_Mf<|@D%z(y!A+oTe@JzS(oqHnEj_XGpUv^CDd9MUYJ41{h#m)w7kUPYk*$G;bJejh%0@*;a~*2yu3xNcm~`J0_VGA%^@jF8EIu|%^=$2-Zj
zv8ib&L%C-7VNd2!lKtWZ9{V$DDT;<6O2r&y7Pu-43oIiuGshEUf6-%--lJGl=<;|*pVPIBW(scNG5+z|J?cuA@KL=b2{9p4fMb)`oey^MR
zx{n=5L;veUc@LLZ3Z)owtk<)C^!jH-Uc}#YiyEo##s8V)f34PM2kWx`n|gcZ;eRGl
zV%nBv|G5|nSBf8e@#0J*9VVYjt?A57`1B4Q#p_#HMP=oe4c+9mC&9D2q>PcDlpTk`_V2EAWvi}*)fo;UQtfU*qE9yoDy!vO6ex6#{pKvjQ
zP4{m!cQ8EmTV7oH7v+4>>Oac)ai9K01$RS9t?|_c@2;aiAIbi`tAd6DE%thQ$8|wr
zartMHVZTZ~v{5PDNOW@jLpW;&c4O
z2{k8m#$@75dMu4{ZY8a`MHfO&`6VVMD&7Bgi^7N=c^HV!5kB?xWp49bT^rUueRa5L
zU@wDT+qS6HCjHru
zKMMr-!zUunwcd&P2xSL7j9St~vmj-?jVzQmMPJogq)3NPoCwF}VkNd!Vd3HPY-~dL
zK6;yM4Y9JmNG}dIz0j#*$4J+%ucb?sad>?K(m5yC&BrB>xw@FXku#-R`)Dq28wIgz
zj{-Pi!L_-whdiBWt7&wFKejUdAzt=X2KK*klf!?UJmxYq
zIFO?6f$fJnUls$J#2=^YKii8@5x@UjwrMRUd;b38t79$s$Djz+ZcYC&-FRtwmz2N1
zLDB23(%~
zS&42TcMLGB`Rh<3!?x!XQH05o7+{7dLYPZYpbnzZUd;7@#g0oLH@JghXBV?v7Q;he
zZ81o&B`29UN)Q-zq73qJD1{~D7EPf`Z=nDY-qXr^wEKs1`wFN)08+GYNC
zd$QA*=2541BsbK`QuIxu_`8FdbxkCq?H<%+4f(+QQnzi-FJY*QpvW|CRVNIN+Db&%
zH&>Phl`_?Z*Nq;I$Eh3_1!0kE9(DieQ#oM-jnXI`qbx>3zZqqKQPQfBz38S<~TuA5YVBDNmIVZawtS$HszKZrO|w
zLuQvhEPi`qH084081qiZ*Elv)7_WIwaQ(;H)i-Tzr745n0UOj|vZ_*(;#Or!@+Q>&
z2wI7X|Kz|#WYNOGiK3FML^vSqo7OMPBx2Q(rw<;q>NMD7g!2j$j2KY18K6g>KIG}@
z$i(JUCOWFjZAN+NCePA4_QBtuc21k7rcZ_61UFE{+3=N&1!&xo15prD`G%H{M@NKF
z!je0CHRn3gnT6ljB1By>qK}_W=qSW`FD@E
z54MO@eUNDObz8+>KX1@IOlYG}mBqvY`jdk)o>knGWNpNe{aBgx_F`){Fk#~s^Qv!J
zBkLOyuK5dhUTQs>hK@$?TUROFG_82i5HzYuxb(zLmVdoIpD_Ljz25<5IUH*5LB?ST
zLG9BkQXE*p!-I@(qW7vu7+%bVlen`H6vnKjQ~4X4q@boM8EQ`)a>~sTcXs_PD~=l?S?aiA<;Z6~J
z4oqOh@C}Aph*`#xK8z`%O0+HAX2gk6IEhoqPtSk?j)uGw9v$4ezvo_xQNNT`CnG#Q
z;y~uW00$k8Kx{06omBSK@a2!5WoS1epW2Rp26I9#oExa5lxG%*D}yllM5bIjFjE+}
zia(XQKU;j*Xprb+FAPEP0w0S)WZ0(~WyzhtwE&n_gN{EDki8#V#A=+J#_7;4a0e2F+T{hZ$6XJ{{1
zEZF$xV`yvhc1M%s-6S=PM$-J|y1gu1*~_bT{ZMbjP1t+psI-q{QpoegNREYv3*D2u
z+4x40mOc5lDJYm9e>Y(jlN%ex!`kj8%AL{mRTRU{h{OIN69D0immV%m=g?XxVs6J9
z(4p}E_&b7YdCEZp#SBXtIT%H_nAEKc+QI7ZU4K8|)Ak%+nsVC+_ZSMm3P)G4`pf%W
zhSr>YbiBh5jBx6n578vMkGf~G-3?ppaebkq2H5;_5b^rQ7m5Sv({|_Sg{}--#
zI+=On?8;UYNHBlw%YkE`*7cj^%!B}OpVK5OZZKp4d+1ZxT0skVpzu#)LIJl$Iydy$
z^XEU`AE+oM=7`}fjDN*z|c=E?AJT%J-*|hUmQ@I~eLpDV9;{U!bUYKX4
z`R3O3d#O%A{!*O5mlS4pQ4O$08gNu&aTD=4v{VLZ?`e;f(Y>Z23&Ajyz{}ANiU~V~
z*g!!@OD9?ibMa&ORCCAReH4xQU%YxT^o0liMqam=gKM5dqu0z+6S~s!(UOq73jnbM
z(Q4?z8>5725cyVq07hEEIhpQ*C8&zUtVC+eySd8w#+o7%qlvT2Ce%Oj|2E7@^B)g?
z)x+L*N7Z_{5=EJkzA_~rdS&VS{h4K)x@x#r?L#x%s`(BnMp!<}AhUeNXeBYNZrr%q
zZO@&yY!TjT=H@7dg$J;(DH20P+@a=#vy`wO1&72Yh$%Guk0@%0YHPtu8r{5k0Y0xT
zJN@|TjY_Gns_LUPHFzpc=hlpkoqJC2Lqz<$VJ8Oub)R6d-Y@MIi;W#qjgxHLyJf(Mxn<9G36$@VLb|6fCw}
ztsL1~c=w!Iacb2&Dqwkau4;cJG-pD*r7o^e#UdE+?U<1niy5rj1cv-vG;>-9@LT?n
zxwbkuy!RUS6ab7xV8xz?e_Op&#&)sXBxPw%J`u;&nE|=1}?KH@1WyBWeZvXz-
z@^0{vg2feE4PMd6A|Omvix>M&A=*2!Z`a>r@t2O=|k6~W>@EgUY(N{wbMyr8F2mYt$DRz
znbx8vZw3mno21uP?^)_&Pp=4LIMiI6h9?x!o6LZ&rSvpO&n|iYz7MSb!-GkbJeUhF
zHR75eSb55w_Q(OQ(G
z-6llT>INQnb$j>bAx4O|+3mf?%|UAcqU<>4sm$R-nhs4bFKvk@r4_^6-`D=NPc+*Q
z4e$V)!r54~$*{2NVo6EYaH9+DIcmG`0O*JfqrMgf*peVHt@LaQwuT4$&3BD1t;OgT(t`{64;lZ09xwgMT8o(PkFZqcw<(KRsQKwdn?emvHvzvM
z3R!^dxAvq-5=xX6Y7XK=P;1#f_|M=u&q9@OvzX6bLz-w#-MXi4cot*ju|^gyALizS
zVUd}^95dmh={?7FHDGLx$nxiRnbk`H%iJ6*NMUpazPJe*le{l16qC@b0T{Y7W~6^-
zxN#RT$TTzT@Da2;!x=TQ7(i`)+*1s0z~gr4`1h2h_mGEv0Lz%0V|I)|$;wf4{@(U0
zX2{DsrtjL48MpFzb57(Pd|>weh1kYy{i%T{K#r`G9L?eDJ{m4RK;|(5L0WQj<^cZw
zBMsF801?6%W8Qkfjm>R5+V&IxC~g@RTEWCDWs57Sm_qO8hcCu0BXnL!Tl&$Ln4ID@
zEdi?uhhy@Xy-?)>PW|Mvc|2`3>ZBmT0mG8+q6@du=%PW#rDqFT4_eKipIu3Q}
zA!A3N+m8E7r(i^@fwzwEh?x_;yKu&y7B8lnhJ13@J9xhtTdmi%{^G?y+|(F8*VD7t
zPASzh^PeS054XZgr;p|G)E<_(r3nRdsf3K>wV~ii&o#M8JxM3-3a@72RF9`2PWwC0D9Z&jEDOrI6P)+FXw%Ef%Vgp3
z3`1u3WPo`qiRB)rEk|i)T)@NXblzcUIN)H*glrw{%BO{!#;I+gs^N_{tn%LPdZ!j`
z)aqN_2Ts{EeqB!t&7aOcUsgMZrDqQ(7cOb{n*mYXcSd=6z)8aJs@w~0obe50V!$rT
zM5o21=LQ|6#k3%Pm2f_kMBeSUYt=$Y3dyKlZRJWa)IjoR+_d7JH)vS?NKJ)=>->>2
zVq;3~Jceg#|?>%`k4aXp_AsN<=hpf~RO~(a1IpfnW?$*=#dmHv(q#Lt%M7KpX
zrDrdNq}y!m-?YP=n@fkK+Kfo@>-<@|^y!a~v^#f12%5y5W^h(l{za%^Q(@vxkG$pm
zK3TyDPiTpdvQ4fZ1=+Bl%x2Z|`tBWLb9o(wRkZ~Rj)&|>jUSk{`O~+AU-PeOM;<^v
z@Y}wWe$;OY&a3=Q~V)js>r<+a!@Zom~>QXkc8d*X>{9Mit+?Hox!7+F_0_#(xT9<1WFv
zfEk=ycAs|#rF(Xk4v?WscPNvk
z79?!>X4biMPp6J&osR9WRnMs}ZQgX7+}+N%+a*f)26h$|7xUxym)>OQb_*+B682E@
zxIqvWQA|t{qjd;IH(6$h1aF<&yl-JQI;)H*N=CLSd4m~%(5tLP-h8<*@-JZqoFmuu
z5LqG`Nuj+
zwEA}-5N@ffOb!v_2#LI>^$rhuYTuJ>8aFOExx>LlD`pvX6hs<_AdLoBabFY|zi?|4
zS8>sDrl!pZVgAH;Bk3KfL2J{1RF$Q#JHv(GUz@RU{P`F1<0n0d_RSsENr$w(73%EW
znABrH-n1;KZU{HyDaRURkLv;7$A8|4dzGRvjHDlTvSG)qP*adgPW$`2Y$(1HGEVRF
zWT~s9n9Km|&6JGWY)mG%?}5O3PxqR(ucFSW`M!a&!Ra=en|_?!Zymj}dyz_5(e;as
z{Wg3&ovOd=;h?A9zhC62P
zwzY{irxJd&`@q?;&BKhxnxV7kqVC%cM=+BIJ9;yq1FXouthP>d)kP{TVM
z_&*8vmPLhf%k$eNymecrUbukbq>p^RX+bn8F(#~NxO#B^hmmE*2N25g^B03%#Rm2z
zC}GJW11fe82`Sj9TJ>-TF}&alSq3bY@~Ri1+X!O)Fp$Qhl^sfraHM|H~{
zyIOS;>>_6|8go10r74D&@*=@iv9dC8b}ve*#5)_(h4i?`%z9L|?Y+ANhqQpA=L0riMH}miSO_;pnO%u3Y?#
zn%l!xOnvgCtwfA|6wbGb+woEwvF=S52viUH;y0?eeck_g#}F%QOVgR>vakE-wj@(8
z&SL<66P%9wc7DO!ck_+EKAHQ~TFb#|@+=>omG6#|Y=MiSG9*UhSaZT{UWCd6w=11A
zA-3e1NYAZs?C~eFc^&)b_FjB1F?m+t#GddV)0qMQN48s_Y8921qQOGnMXGX`ip_Yb
zA6GJg2g0V8J4c*L8u^)@F?CP-{tSb!IH|ut!+z(z`np+PW#y`F&~T!>w+Rw2$q!fU
zrIa1T;4JJL3@$AgOU5du*fB)HS*59Iab4L4ttWDMFEZ<2Yhn;ici?m&+=C-(;rR?|
z5vNjcM>t}&gF2l8q09(0wRJ`-CJ$MZv=7cG7+`7MXI{iXAdw)hIDymn0pyq(JghL?
z7KfX;QaIX<->eEeigOHeNyg8rDM(=|O_XP=|q*|o_yzJPu{)+C#&+Mf7rjy>R*SKt^n#jhYUrd&(hw(a|@l
zX>Y!lIMXe|{dtq&rITjo>PKc8Eczs3DoPy{r_rk+uD409wO*2KlHf;U-N%HbTyLmf)wjI%p8t63b
zUT(?2Z8(b`KNJ;l>pPs}Qm04BU>T^-4+%*AHOxem_bLj%v@0IwZP{AvDlhiZM3ZX`
z-h5VYkk-KMUWnyn>Ed
zkzHXt+4yq|if=#0JaI$Hot%#$i_*Y>4*?SAU>5|x#j@0bi((hup|
z0WidU;=&N(LSyK@Lotn**=v?hAOZ{$hG`syuA|qTGzvACJjf`t4
zDTAr1V`*SKspVz~q#nfbJFUv6apo|2^T6XKny0?&&j)+V5)&B4(*Gx>;({S{BC{W&
zDeKEz53eI-xJ!LRQcQd}gu~nnUEKpXrw<&It!2*;gRyjUWR2dU0M=Io{rQ3K9^i4M
z$ZtRMyy!M|pGo!A7HYYGj612RlZ6PGct3Ld{zYO)&k^_}(BI5cWwf%Wa_X0_B>DRI
z<%=q#<<5B?Et~Tr-VIyJ1Dp!|O`9rX1~ts92yz0Z2C$cG>Z7)Y*6+G7FGP=t4soL%
z@C)dASbn5HXZW$1a;1%V%SUt*txDf%YQK*$az3m>`+(U4p~dIMtui)a0LT#sauYm7
z6#)jBN9b2l1bq3yEv&3?&e=EZ)6}PBii*gL{Xus3x%Bcu3Fc0i+q``JTAw%{+py#M
z95=@4d@L>wD}8w6%@3Ga*N+vSf@8bWZhaX`9BtWJeq8g^zz7dvErxmIQf}BK8eNtWT86E7
z(!*}kCido8TrY=#!LHH7
zO&GL#jt!ncB6>~0c!x(vhn`X1yA>htW!QzTh<&f#xS>y*m%?pfO=xssu8y!(*y`^O
zi$E%Nki=8ocVN=X4)So@pdiev0?>)n_2G
zKg;+~+(RSeefgyNHa3O&>D%1iy$G7)`r=8%{iS~BB)HwZzr0Jd(C={nRT|+)w4dr7
zQtnF*bp%3d2IRfAVaKjCL2aH~LuG028Rg5|18Zy9q>{OZ_*ngPTeTZiWp2uD1&*@7tG_rC_Eao+4{3D-~r?MWHHm?_N`m}a%JDS
zO;Iag+!p^e75jkICP{DdM|Sg;OMFRDaRXyX=-6b>Gs;B16!S&CC1Ye7&@EhWQL7qroBs#VyDeT89J>x4^gF<*+IU--ni)@>A0uG
z6PO~9hmd|4NAlQc+f%QuEzr&*>FmH(0aDDpFt>jV8nb2m>ymM-7rsf#%l>&98m
zIAtI<8}WmH<%Q$8
zaGuNEs($lR)-CcW9qqG}rQ3JxsKo5HBk*_k;7jtuBaRXq#V_j6}HZQ#W?*W+l2%n9tMM?!H1;T-^qM+1I7@iEo7R!&Iu{Sw6
znE?I(o`6ThXJu}L`A9X>{(jGW)aRYwM{P^b;@!cyJ{4&f9&+qvi(z_W5lg>_u$T{T
zAVS>7{QUk}4L^gkswwL~oeLi*UYpt2T<0>)3zmu3?^Nf%*f4~VuGBf>tV-(b&tBq-(DLAStDiX&JQy{yMvj2AQK6e9{m7~)Av^Pwfr?OW(YJ2qE
zB6z?Sn_&VJCmh1RL)-5`mBj*5Sw19GjGdKg)GSJ8f`1lh_e$=!v}KhBL(8#?JH$EN
zOJ$a+viHQ@APiIqOf$GgbvR2j|Bng;iL`9f<}ks-W+h1$ZFb#XVd-I#wW4ToKfMj}
zy5GiYOdnKt8%t6u3g?iBeJm?e2N7+c_l_ej2L+iY>_;Abj;1p!Ixg-onA=PDNx&(S
z2=f`(z;^MzJ7L)jef@*XW)Rqb+Pcd{%S3Z=u-IG*_#or5l-}f$tb%Gg>f$uE`3je2
z(WE)r_T3@6xV&bE9Awc~ONB$@>j69Z(-y4#bzvV06N}JMeouT^8}DekVmRPIOraAh
z(hSlSxS*w@dZUnIUxBdtLkXKZv9GkbIVlzNR~%b~`f(6FzXyl~dpz$U
z22+7@{*LVf9X(WW5mO~003)g4@4mvcJ~qqFydS2OweCKv#;#{PMvw-!>PQ0iTE6Q
zOqa<+B6<=XkD!$Q_TxwPce=6-N#Mmvr+(7z7~vn1;CN4mr+(KP7^WTpcI~ufn@KzS
zMlsMuaD1GhbBrPr=%CXeBaQBMo0%oR`)9@SC>fbM0jmxToYwBC?UVv-#jh$115_S#y#wHYZQhMmE@2{6l$P
z&ZDlNS4YLeGVo>xDvo_EoDbN4Mwb@6T4PC%zC13N0;pd3!j>~;A24gqQ}@Z^Cd7T3
z-M5|@x8=Q?w{-;s9v5(CY(z?dDuyuwh|b3((cg$M5|QPGkIH;eTz
zE*AU#*}CPPd2hbhZ`^ngznKT5TDdz~@A_K{@c4*4#{*&~=kaM_d(*1ZASLQ)hXl;Q
zJTVWH)niYUq_tIgat=HD?95}s2=fDRWb-?AOoih9VJbzX>#SXUE_PC)bAj#DSNH*S
z9BeX^dSt$ssz@HYdSIkztYU6cAF!Gqrdx)f`K)WkbAAf=%*x&q!IK#Fe0N{`(_g3t
zGWl$ZKxz~>6@1gQx?1RI0(W_>Z^xiQ=ktAM+V$#+Su{Xd|F6%9nBeVaeLoAD2N8}JS^#2nw1XhB6AWRU{
zIPax)t>eD3*!?(1@(9S}?_X=toqka2BQ~kK>eNj#Wgpfx-6I!6!A+cH;h!v~9J2%c
zn3`r2{2KOO1sBYZB_*q`w9(cUWXd<3@i0_lqmq5~@6%_J?1)f@Fg)Q0k#GE_>gPmW
zp5DfZqJ%yK^D^+ru(dfO0I_19m9DE|O$31UBkJGh0zOBH<>S|{>lBoz=|(H>J>&gy
z-t+~+xQ_HOKe@3!@`wX+n2#Smh`XY*ye|yW47N-j?9VU?xFQTpd!9GHfqwp&@fl$V
zD{2_baT`%Gp1cFVU>$93Z8^XKHYkp*yO>jBOImcQ7K6>h#M~LkY{|@r9>+5w6MtGmXe2?
zD)n9Mdot~9z{!)bRteXCL9}|EQO+4#2Ro9%oR|v+r?-m;C(s9ov9X~(E~P%^>=9uL
zPKp-c-TdJ~bs*hAiZr@#Gv`RPazcdhJl^;4LZYpw$DDBRQRGM9#h{3d@MY}0
zU&XFG$PWMtS)a0htl90?$s1z&8zZ`f
zxdhcQWo}GAaU4^vG-O?8WBZAL-Q(IYs=-G{tMqYirps<(rt2iv)Veo~^KH)qkM8kS
z&q3_8@7h&GG>s~}asA{ydMUFDJ{A-V1U(+14ZAe1=c?Q{ONZU(isq6mN)PrJb;g??y7;v?u{Z8a-vIiQfU)u_BDNcd!$@*8=N=~fF>kwmqMX5N+
zjeAc8t)Q65t+>Q8Yu~=sHROVMoCJSi313kCMi_Ho=9NL+;WuLEK?DHg243!C!I?Kl
zCv~cup?|Va%t^_>;2fk13&uBA!mgc*nJBap0FhL$vP9z5aPCD17p_1NhDC~3dgcpo
zygkzuBIfxA1gy<^zX%dR)RZA?vc|;}-?s(O3etf3%K>i3hvLpef7PBF&`kKV%8k@G
zy?^tAr}b^tf#C00Y2>xM3$-CKGp?ngXpd5JbIrV@y49;!4~EoP?j25M2f{sOpCMdY
zAe)CF783`ZsthH2Z+0Ios(i*E=^MT71Sj?G6EDyya}i@DPi~FtNgC0SYY|OqxLGZN
zy*nUKeJ#ifzL8z{WVjC%jw!sAag74dOP-Az^n>#8F22mTjP}0MZ;V&K5MbGZL%t$k
zClpka9ssfE@u|+T^ZdAGrv)3z&O|?-vBu(Ypw=SdLmuUdj=s*F-xT*7fR%=$%`r;_
zAE(sy$#C#`@au7(e!(dSItzwRq*urA+hzz#?+ln^yUm*wxMgG7W)Tl>TWQ!hDClgc
z9;{;+d*f|!^;o=+IZ^uJ6DCj`&OmZ0LOd^NhB*3^WEK4?Ub^#cUJX_8+nBJq@Y!S$
zI56!NL9#1;EUy|a<5FDedj}PXNUKQlMTi+QZrrNiU3loClNdD&^>68!DQdQe14V$%
zDU71hKGv-vLBuYB5=lWi(?PuQ)#Y=Wr~k@T`e8j06m=Q?QU034NnxzrZR9E?QV@|J
zl}?#gy1?s=Y=aMT`MTTDUN{IsQ=lZZpIbQsYn}HV4Xl7eCMC8Rt+a1iu;BJE8Bt>e
z4~eXeesvMd96y$x9ik3GXE_G)Dm(Z(7sP?o9||)-fQ2|c>>N^^-~cb}4cpgpIcHFo
zkNGhS`*IUdj+hMS>|qRbbPkHby!(k85rbjUPF?xM4Yh%1xdwSrNlH-Zl&ESN)o0E^
z&9CFM)|gk-L4&E7T|T>6KH|t|jCnXV{V}){bfk)9g1DuHP(o{MFM-h#Eh9BQp2-1R
zb!pwaEAqaq&(4mHGf-5BScX%|15yI9+#d@ImBl9}fWk23geKwUGuFQNkWqxW
zF{N_ZlPmBzqDnH8BGNMKV8z=2&p75d+FOXM4k7V*=~2By0-|D_sKp+^^iCI0$@O{6
z#h>l1v$vx!zh-4WJw5*+YV12daG_ug={25;n*2_Bx}m_6Tsq6kGMqd5WW0OVJBqRA
z?K#DzoqCE*N|l})9Z~QQE#I*NpYJ}5fM9P~_$x`Yu=9}7r+ANabA
zHw)mWGa&uqzC)CtYO@&(;zx789(Vua44C;rl)Q58Z2Ibz*t|_QPb_vQq3xk{m)7QK
z-Az>eDkkm_qMi1gI-Lu6DH@BW+ZsVoDB8a@y9>o8{H`t{Ftm-%qDar@ooRuZoPROt`4-HX{4
zHKsASH@;rGux+=;SXv%`pRpO6zW&&W!K9&3oM*@`fs{>gml9ErQ7Yy#{b@f$5TybP
zMF2AZ*8=Qr`x4EEx&GP$^UyIkJ#?Xs3$kF|MbhpK9
zS4d*uHD7eQC1bxX(_V~sCVJ<>+MFuOEV6xbwJ%zm4sLFZ69R5g3=zocPCC!cRd;N>
z!=+chMAO#75y@Y?D}ybq$U02W2@K&KxA%2+aA(N|iOztaZvYBGww3A>hlwUTGO%-;
zk>w70{S*}ifLz}1sMyrRub%q$uj$CwqquaIO3Lyg3Q+#SIaItgah1?44!1EhNO|uo
zjT+p$ES_*guX$vZBP1+q&-Ntd+r#0u>Yr-r#rW!alzmkGQa`)RJ`4^bc?
z?diS6!Ab010R?|WDf!&64KE3?JgQmzi?NvM;_{#T2+fBe9>C^3nI?6%E_2aw9**)q7}Cj|S6p`cQINZ-}Um&N0*pa583
zs}xdOSP|T8^#n-IbncxAlwC$v!Hen?lRg)kml3Z^Ne^;r!|N6hzPUyR
z<+KT4LA@yNZvJrL>p?7<+mS@8*&JA8ad~6GY?TF9qi|N6fv9SpRlu7$E{$&wHcR;W
zE^#pDP!v(r)JW{vmjabvrUQ77kB>je#mbjar_B;YX@gTft$k?O!}juy?56&BI*hkX
ztoeN6d(P^}m8BP*dQqv(y^S%zn%)Vyls+=#+{!VfVxd$p
z;0&Mh${UZhx6tT_Ya@2uTk{)1#wF8xUJGe>|0MYGZ6|{tHG*2OjPw_#L$bfZ>VGFb
zWQ*c%fTL3tFxG3rY6JzP`i5e(rZz-f#S;fMh8JZK~lq;mQFZ+BX>CrtM{n+@hcGJiXGm*
zM-NrN;q#ozH$HB;iwL0g@r1S2K4E)3t6R9jTP#B#vVjrKg6^npVf!`P7W}QprE`w8
z$+5XfcFgMdK@pcYIC=32Ov1`mIs0u6
zrb;t6VT)bNkGA2X7cr+qML1d@zF1j*3}=tMy0hIgcmc9YdE(V+RU$PMH3R+uxiyX8
zk9r+8_P1v+x?sx1Uef-q^+SwCLGT<`66~L7`zyAnSM}gs+L6b(JtgjRbx{w4D&58t
zFJ|q8`jGal*3FwjD9TErE?>S0Qy}y`J(yfcu<6Mb_TXGw^MVTBC60GL88}yM-uc#K
ztkUp>gy#>yi9PN%Uex0|>P$xaCMALA$#8ww
zLn2fG7^_h=lSsrIHR$=~?2#1E6Vo)dz$?o_Io&2ru7#r
zg3~?um`l(u3-zFMb?4Poo1OV)4Nv=gx&
zC9?NK#8PXv`b}0RdQ;I{$ylv)7y9Hpjy&~K*}I(&OSN|iwJ9;_5msDNsIn;5ng`sz
zd-o$j_%=K7@%c#8=rgbENMbxF7YMmAr$n-0|2FuyPE;>F_w9SJf1pI!Qw_CXgk>X7oHxsJr9iTkUX
zFOy$XJuj(pbUm)ARlFHZ%?Kpo>(Q*0{?_pkOOB3Qt-yWg0h7FhxLo)u=66F24xOM~
zSk7QB4D*2SW!S3i_VAFQ2)&mig9PIYsl*ucZG;-%Lx*-sHEo{q>Qz_jK^}Cwpx%s7
z(;7Ll6Ju@f^5UaWY_55Ir414o)VPSj_m>LOY3Gx-6Wy~8Sr!L=wAnvjNQlVACsJh=~YiTOpc1|4-Csw;w+pFAIRAs>jiTr0JK
zd|VNit!-6`iga}DqFD>jdEmeSiR5LH%XmD{hmyaFtxc*Vo{Sm~y=r^Vt~HU+^c(cN
zC^kRzb+db8Eh86PJM%b(jEK;4lj}e#ud;*tN$X*R4KR|#T?8gp^JRkLaM!xh(KC_T
z03UTYM6neQ>+6Hwyr@N!#>r}me{)!s)X9@4+jZ&U$*Vq*KTA(<3T)uFS1ST(-)Mz+
zR>*WIzckEQy#htQ1_Yog;$zWGB{Z~%{;lalySlNUEdvK4*RF;FK*_K=&2BO=2Z@G3
ztc@Yblyv7I3nr~vHAs?@lhX~1a7W}r%;W9~5q}qnK)VhdcJP+pL)+(!+G~Ei}ZWT*F|}GJAphOPPar-&TSN-)?U6N5rku&Mi?8qGD8VL`7JVzHLtaF
zot(yrD+UgpFldG7MDpmVbn*9!6M>eI9u$k77;>1A2N1u;B|=zSrNtTD#>tQ#
zkigz^0)lj_I>b4jVdQi0{=6L
z$S08|3B4cqZx>=1T8Nu)Gw_15y7iKbS^r)_on^aiQcZJKdJ0u0(IhBZ1jiurrzChT
zUo={a07>CYXiTBZQz3X6VHz=Vy~N=1(isbqwwjeFg|+E=VB?twZ%@m(14-FaQf!0l
z@4&+DLKenyi*6)h*(U@6caat#HjaDp>7kKaamz%gBm&P}lx0jW56)i{y+oS*PK=kz
z+jO1+Q!{RMg4#_h4bhpxM-gf*8h6ooqqK>gbXad~IjOvti1whP!p!i_P@tZ;8@IPj
ztWtp9Xd?-=h#$f*Gj|@VAE<5hOuk>p&Qq~hL2!Bt
z793M}DekuIG;WC+^)I+X(LDiU>IKgvCQaYr2HOXVB${R?O;oUiVi4sn-jn|@;gFeTsbJe9ba&d#V3BD0yh(N|8U?OiyM}&k
zRp;rGp6v2YPSz4rU)IJ`Vl1q3g0Ycc0Hcj|mK4E@QqOztY=nVRF_M0DU5IVrWXDNt
z>I?|thG(=}a_K3K9otnB#b_%yhLr*J047Na>Y5g`aS;Ng?v0&|p?I8EGkZ6IEl9IB
zpNgidgcMMS`@X!n)?w1@0xcplxr_Ua8{^p;J0VF#SAlVuQ7TRNLLM)`7J86WNaV$9
z*Vf;AU268z?TgC_Q{(I_)uuP1iW2>2Med!e-7LD#AQOY=)4D^e+mEd7rGF;6yTynr
zFK2w&qt-GyXv*y-@;cG(-I^H|WxOi;VVyhjt*lY`yNyZCPp<7R82fb3#klO_8!wJc
z>#_0C(06!cA7@_hBrsnPMk#o`_G1{s=6aXOvc`@-%lp!XG>`bQa=`^Jp5M)39MfO+qjOtJ2R%GkuY905Wzxgov@9jEoHCfD@Qm?1vsu
zclvY>G5u)Rs8IuUO_|KaA*M0w&7OUpN9HfjL(02G1tuigZ`g2#pcFNBV@Z}8)-{Vy
zjC39TmZpE^L7zr=Gk4v(A>tQd+iT%tlx>9$fMH}yT=GXplD#gkWzL+Kt2z$~qN?b*
zhv%VfMdbU!XH0p*gp-VHn1wWQ1jx2F-+xgk>BIJkqs+Fm_`2$3_jW_#h@*`sOjME0lth>r528g-NXNgtmKorc&4^YUSG2mc2
zpixI#sY?jOE2DYyZjH+Ol|X-HnaaR{9{8K73?F`wvGc@rC!A`gX+P-m0N#gEo860$
zIlURyHjXhv8soE!E`)~%^Ddr2QC$EFykLW6;OPiRb*ir&dD!27`0HWJlO9J%#uCfl
z_1CxQ%+XT?%^l)W6Xx%WKM^>+mD;yV-12QZgsB*eA*`hsS&FOUM$tKhlM+xz~rX9wVZ#FUp{ID6kCM--UawG*@%diCm2={;I`
z!R2sy3YVjzf_Ue`>6*Djdx0`Gfai{#I^EfBx_kF-43@QFI#$%@r`dziijXK985m5`
zzWt?1@3Z;n54VYJ%iXy>`Nq|&2aX@_Hh#@vy>ody7vB~FG;Z&^ftb7X7!i3EMTWex
zvN>q884Rb#z&d_b%CC4N0nfR)@2+VQIeMb8O$ef5~aRwVK0B7S5G2iwfJ4R^3O@*He0NWmVOl!qT6C^uE^A)iLr;k->)~>1OJ~uJzkhf`_oS)XI(Y3+d!WepNGTmrrA&d;T4!U;hMxCeb=vrt0
z(B@HN_FI1fr35h8`rgBbUSswLhlLGdCHr4nFdIF45b*oKg9kJ=4risTlVZbi%ZiKj
z_>fZ^<%?SFQz3hvutL=Y#%lP=C#+O{rfC=m?lEEGqCV$rn0CKrQ%KqJG_
z8V`P-^RTp5De$a38{!s(KJd8p`$qNmi*$6PkyUWDw1_s{$L#^**Hu+#^ptzUCjYGk
z7%`$FdECWcYf1Q;{8E`1p*3)zjDmtfm$4g^!rd0pS+j57zIL=p!nS>aM-rfbPkAWD
zy}b=4Y#kX<(nOQu(PH=|x&zV(>wB54)Mvtk9>vAQrg$F(ofXy#qFq(ox<7yZY~ClQ
zakkU@3%iWxt#mXng1Tb%Kr1e#9nsN4d0y$bf?s9t{HJU!d#5P?HDCvQ_eDvCw86(M
zqMu>WqTV8VhW8@Dkv26qzj^oW?y4V%^EF0})R{T6we=k4UAbd5q_5s!a9mvrNuE|)
zM%oA(YJEMAxc$!e!7I&`pEz1sTY?LBQOBL)#OcM)|4ThvxO)%r#^
za%x6Kdx{fn*1ra-?PK%x<9*}(Fhxh_j!a><852TbaD8n^hu%s5BS9Jfl$6J4*^kwtva{s1jCdwW6T_|LJ^E5NFu7m{23ek&iHE(Cw
zwB2W*`L<7E0Pj)N*Kgbyex--v6v}9Q4(pu`4i;uGtt5MlU-gZ+c+vD&*p$;Lh%KKH
zy{l&lV|;+r<;zk@z2$mMp!;GVf>eowB4N`syNe4vnYisb5wXANN;^l#vA0~Q7)uMJ
zNzfMwD0h+6?IsU~og)L?;^ZV6uIS`U1yePuC`s^xYj-F;VUE$m6^|c37OW0Op?QU&
zF@~qz78HDw3Ym4Hxtp6CAj=Bvr?;O*d99qR>{MP?mlhk@`g9}QD!=u!&N2aMQiS^F)GwPLcmD(~L8y+kNTPoGA2dRn7`%+3sFEs$G
zXTVyhtC|a)$5FQ~|DY)Vr3ym*P6x!P0(07uMlWI_GKnoksd;pxp6M
z{QK4W(t#l=xv5l2s)n97qA%S96>j3~G6{N;5W+PAk_
zwd%p7>=OS+74@ov2Tvu16J?^KvMCnR^c9=PPgZI#dXFGZ?!qvcuKb*Qu$NJqd}D)f
z^#}@*V3sEMDvl>2_6HinjP37!8p4#1_mHWn-0aQz6qL13QlC)dxow-2f~skXMlts{
zVNW$Bp#)PPWItWrDcWxAtZFLh(4hn7MDI%{j5<4LchHFw-Ki+|?Sl~F1F0Ud{Bj*1
z>tT5c(l(9FUrYtgy?tBQH;i|W-?9S}pBAlKYt!qattiipW@Te@FDs8R6#z@G5Bo3V
zc%rGF#C^W$R?MplmsFTiqM@OYLOWKo5>pcsg_$#FYM}7_yyM%?FaqUml5$4rx>Fh8
z<@KZfKk0gkTOEvu=N-ZLO)Yonc91#=o+vw9I#?RHHGX+DTuDhOs;p^(+MSB>a(99z
zoz#0+rcY3=Y5crq)mM|spC+yU&?Ile*os?E1GVI6HKLFuFKM=A)r8%uPp`hdFmE7L
zh|#9;s1IbLO&>j&p|7XMBDDfzn_5^{lfxe6W*jkML_2CcT?zn^wa%8T=ULBPxX_yi+y3cl
z^Nx3^w(UN6u){6Gt|Yy!Tep7cvh@Ua1($?O?CR{c#ED6S8L@f5S`yoUM!@3eP%SN5
z#(Cw!R0C=2-JcFWzAhvcX%2$hmwFGL4KU>xX?Q8p1H?C?>x5c23prBbc6+qD02)Oa
z!k&$uWnyPH6oJ+r!ab4u*1dZz2n8+!!>x#D%=wL8l{rYH2=JJ|BW$#XqO{pgR)b7h
zO3^noRj~)}!>aC6KB>+}K<;saR!#spt5KP97;NX5-2#X<;ImReM
zrCKtq>czl*q3W%6H4#iKRC9T8=3rv2#w3&Xx3*O?MRIrV;Z(j-<2Zye<|av)GU)-+ca(3bj_Qq@=#9h{D@l@<|%iC51ho6
z!Dj+OmecwD9=@lAoSZP@0o}J*xNu=Rd1Pwe(9Q=%MU@9wFQx%m^w;;fdKLX9t`Hh)
zt|KSD$>Oj*t;b0Yy|jVsC7#QaE2#QAtak)t{d$sSz%>)DGV7a%ZaxMUUxRgh3%8GN=h>9v{*2*s)_x+O6Y1?kycg
zZMqYVptD*9eLE4s6W?MP5Hm{-dB{4?Pacc_vF|2
zNQ;t@S|;)J)Zh(@AgI)S@~l~HXo9pF)!bm+3)H$?1E()sXvu5>Ri2sz4jh5IP~Jh+hp>u
zoE?`Np1N<+X`_sU2jqqou3Dl9;nvvjl6#J;{oS>;mNc;SNc+I8HkG$Qe?v2=%G#Sx
z_XyZUNq0NR3yEj>ubPe3F4(Kc(HzzMyc=01+b+6~zPl={4-wzK9RMq(ll&
z-msV1FJxs)5bSejt;iLy6b~IS7vxw2*|H(Q2EsB3hFCDOYkEt?XYWaJ
zXhTwA-t15nC|m_K*TrWwwH-|2XZHRHv?GWU2f0b?z1;gZ%`7auKvZHqsn5|l+C0t9
zG-<2j!S&;4z;4Cq0_(Ke-Up1i8~-j?q?Cp$bRO{;h9-=9*Zlj-S>QtHpxd%vvLk!5
z%x2xG{uvVU*-H2FH%#tMb_|)*47m|N`uE!+85y(x7D<^fRio)oLEIEv;;$SYJ$<^O
zq*6p;+uVts+KOmerw%&21l`=1cMyK5Z{D0-jN|TSGiOGhn`&uJn81&|-D22JXHbc_
zjiv0S85+t9@Jke`c41m%s;4?+T6)ZiIgp4`hWN)+P3;sYZ?J!cuWmDrhLN%H$m0i6
z;#X3D(-=1FCgIy)-n<=DZK@YuT5xSUpmmC(?<9SFSt2n7s_j<$9|er>+#~HY8*tWu
zW*=TR6sGs1vWRT4hx@QeMPI(`L&4tEV82{a06Ssuc}4+W%6>M;e!xK*1#H%ha@J^M2*j(iBDgttEf!I8-Zj`
zvh`Q<(WEjEm)lRB>ZPix`o5$@7NUt7ENdtOUgxogzJWg0XYA;5q{^%T1|Qoqs-024Nw34Nz;xztR{!{ML#04G;eWmATC7Uf9jX6Amwau8Ec#
z+x1r*umu<~b-=+7%K&zfUeforVeiON0U~OjaoTm-r
zSCE4GkhpX=9PRdT+we|av1UdI$C}=n=I*X_VR9@bb?++Ri9;#ir(vZx;Ja&uBGjBn{*O!~dvvidMmAX&!GjD=St$HrIZq?lwUBgVC3Ug0ItKxD!a)
zFl9UI3)ce{FP>h$`|{--idH`C?fo{qvmtD$TEuuFi*(
zZ6WWwlg{dpmrb42Hr{{mz;#m=AK4rmAGrf`lhmBjPrxN6A3wexhU8@ChEQV@Oo8e%HOJZ-c>j)+?bQPrDb)}khaeZpB0utDR
zwsqmcg^x0gk{-N4vq3}_)SoBl_0flCxZ)0si%P$0?}rWe&L?Kx{^*6&jmCVw`TXC5
zl`7)dv9udTnPW!s&tKKNqg32zXHMC5tiJ>ZIn8=uRr{CW`x?5bUv0SYwQI=t5%n*#
z=5Jh<@xP
zu@-c~+3w8XkguoN;-pW_rC9l}RG2sET+%+n(-agIdMfHoCHa+p`EuvvH45w7TSijB
zQ$uq*)d4xtI5oHLwBXj-HET|g`Lzu#PmCSBu;N8q;E|eh_mro-&~4M^zduOuw9o0c
z^YC)Z#h-M$ho^!GlCmFNZ+HA0RexByC7r63osw7QLDUWEf+YwIJN4_{vs
z&PQ|bMu1b%syusU2%+vf_ibC>ARCns<`%MV-HO@g*gx{Iw$tC4RM;V$Gul+K?c(^I
z%DudIuL{vQW_4A1$M0=(_ct;+G5heKz+cT+Y#s_G$RVN#6B&o1UlA-&d!5w<`0G)6
zt-N1d@$7;!O93-A`^<0PuDR&BkS3#=8Z}{^oSNbqG8)xZpEuixx^Qe+SmWV=~9mBAM99$MT=Zf?pw!GlTq+Vyo;)vP{rwiBj+de!>J$yKe_`+w`
z7&Ypqn$0oj?7vVz*@hBbsK&CMKi~PjlIQt|>MT6qB{xF^M`%Y1?%$7aF@u-04*&X+
z83aU`vN>_|!#`GTOW&mP2Z=hi}Wd{`}u$F>pcxN6T#H81OkE4B$DJM9NP*YPg^T6_6izyid)}>UUnB&{p*!*Xv
z)IoGTkGB<~ffp<`J6oBJ4BWb5D9&76ReG^5*1UIb8+2uWs@hu}qnI;$iLZf~-F!M4
z!Oebbt8hmN!9%;Hv^cQzCsWUUr`K0(1klR3dw2aNA8~OZ6H4wPHdO+Fh=j&4-;*97
z%&q+H_1*Ewx%qc%PBI}&
zLjU%$c)f37tiHt>)nezmcuuW2-lFBeOjd>ZBbv(a;f$%hDBvToH}U(I6Asjrwyb(O
zP68>MZP9e?8nSW?%XbAer-T$q3KcS_UuC9QzX>n5_IVv}!8rUS2%)&!K8+a?TyKaf
zD}***!Myb}>kGT8`lV87(cFgFcgSSeDVFt8%x8ILhN;pcsptEP+-JoYU^fwVfd)}V
z8(UiHvh;z_zGBAXr&30P;Dxr^HE0=%|fE4m#$j(`K9+FlYAc
zHSpp~)IKWs8ZV+qE_nD*03GJT!og)ddF=`bu3qRu(VflhtKl|{fYF;J?3|89FQlCU
z0kwvcxt&J9IIH&cr!=>qp=QZ8fb?fkX4C!
zDJxsM=5>x6z5tJ{hhwa_`X5M1$vl~{Y$dc@O9UpLLQLo!X!dy8Pt_Mu`K>J~8Yez#
z@)n)Dp_H==pY!SGb;>n4(zLB2uR;FgX;TFF1YXnon&Q+U4YmKWjK{q7uw9S0{hVd>
z!yGoLic-sa-)~+v@k31{2UPE6zzx6nWP;BVVzg@S6JO@MxU45HnSd*+pFL*2`dm)y
zopSv6-6l57UT>e=zIw!qUP($WNw180BCZis=4#;Y75#%Q$34FAZx?8q*rv&SjTvEB
zuxQaxA~Mcg3UR|D5JHskOcWAAMX>YN@}KKlJ&3fxADKU?@IrqF;RFgk&H6T4g#s`*
zU0q#chP0iI?Oz_IYTExAWoaZNVfWnOs1OmTpFsN^T3EB89k!qKMk(rT+qMN5gXt+n
zFH~{gjv3_eIXelCHtz1*cTTU2&EPy|S!Y4RSa#HnxdYl%mIhU!)gIoR#t0aA`J|
zu$S7DiInJL$L56xC3fr!D
zX8Cw!myjY^$F=P34rrDwR>4Dnm|z_WeYP#N{yhcQMrF*HF>l^ISYrEP(#GG%W=sL+
zphe9AJl5Y4_~!L%=~?;KE~ln97IzncUI|vjEJq_Mg{a}3Y7U-kJCz@)NNUf?%}q=0
znBG;pabsCN@N_Q~f%?UZ7tIp@+-Ef+3Y)Vyum9t&<2r@AV0ei-XD#5Cnk@)wHFLcnUnzZYt-8aM1y%Epa4
zsKiuZ$HJ~YeDI+6GlLfhj%NV5Ne-wv81!}Sc0#Iza+Bro9b{*i6m((XoD^|Q?H}=Qr+viGhAb^ye-m#k6fUq)i-+Jd3Gmn((HhdgrRgwQ8iwT8K9E
zk2fxYWKoNE*Zkvh1%+zXy?gP6_mmm-YJ9UZ)9mtl;Cb#oJg`3P-24}pGs*DDhYnru
zcMEm#%#y2v9Y>EYWEMv>lDM#Yx^`%4G{l~7OUruCbpO*!J}~iI=CJTXQ~`2!s4f%|
zYTlkIcJBWvBw%XQR$myYr8VEWQb(j5J-QCp6)6RoMiG4@ZSA9Wzpd`Lgt4hB|(I)r8o@mfbTo=AEMii+@-R}oWX5t5?IC7z20OEo>1x{iJ?k~@A<
z;VWZ5j}2c{9s9L03q0&4$!#gxm3Bh{uk|tTn?2hcl#r68&(c*tA1k!G8j=*x%@ruo
zzQfq?(qgWBrvDD(N(j1GkqHtSu3f*LNgQ&$z7mb!sVm6$JFe0|VGsd_!!sg6Xp*VK
zSd6eM$I`D#aLnL-wObx)j(p;AigB5J@&gX4ASa
z!z!H#C+Hrl?+p36bc(_P#POlGOXp@1ciV3o>8ddGOpovT07XEUXPkY%QgJidnZJzs
z6KVhkQf>F7S+KP9?3pvZTVGuM0)npzkfhMe=cLv0ZyJXAnuq&BOz^LNj~${ET*2$6
zrZvqdM)TF0YV+noHk*t2?ZDyVz7N|LHgqYXf_LxVr)j4*BrUz$aQ*A*$jbQI>|C%r
zVnEl99m9LKWykeB^1a@@R`qMoWCC%JBUM`N!GiZyX{j~Bj@`h&V-XF_ExEcA7)}^o
zuk64e}7MdyKeE}W0j`X8<#MW)wDwnA2
z`~O;iBCLAs#vMxFC^!&V_c55r4(P6|ohn3a?0N}GMiw3=Y}qoL_Uk@J7{X)^_ZtRx
zH*u}ew`3<%6k>-%+d;SdF-nQ11ZLUw0b-*Q3bOa`6*FWCn-e;`=jQQ~CmTM$ye$6A
zbp$Yc@%OxquzojR2cV#7X`WeWHj9UEzt?A2VNp>Bw65IUR(nQt8Fz9A;u~2e@Q#L=
z|2?ko;lt^v%eW*t{)Sw!u>k>nuD=erh(ueYO>kfo3u9q&U@peu2fXLPq9scXfLz_U
zemw2hy?S*4
zJ!2kzADnBWEpJvOEPO*2W&`9H>fgQq0HU43^(A&y!Yy~Q+Ct>_;I3_(H-G=(18eLW
zbNNS9)@|?LmA1vKM~@L^t^dli&kY`H@UI~Q2aESQnewToShpzILaf|)^EI8j?i7oB
zf2B9wUg
zoIGcM#J?sUM&I-|n^_R++(QWS4!}d6^^+5x%HD&@laxciC)ifAo&&YDvGW!9mS|$e
zI{+1DH@7FRs(7r(ntoj=S=;c>y0nG~6DJnYHj3)%8$#@{Ffk}p>0+1XY-yX4HOP4y
z59eA@(MAe}LsSZ^h<|Lc)zN_-Va}W?FAooEoE{S5fRAr70c;e2i9Q;A6VGw=cIQlr}&-ORwPhn{7
z#nJuy^B!FVP2-0YFrqY?S4clH3?>b@q+{Nk@4c6&oj$#nh*a?W(vq#W=K=4?wca}-
zekLhsA!`!Y2P;>$_sFFaR@{90hZ4Mo^Ta@zr-VS%j?hl>9eD!pc!kLL>;RJUaH^j;F2SN*7@-G@5=XVe{r;z{`==
z$BCu%al_~a#sa*y9lSh&ciGj%B=Y@B5?#x-ZAbI$eCjhH*G6%JcB2*4S)0olA1OKF_3NRG
zuk0bw#?vGY`1|iZQMLpPfP-%}-~ICRU4rLTmH#IBw$#@jX~lG|atVg2@huyvB0c*n
z-Hk#$%|xep50?`m9NDgBW-%a)Gbz@br%V|QXe4U9Pm=*UX3_s8Y}{xIdc2#5Q;7Qe
zAaCF_R0`_)mMBdD59E>YtND+-Is2TunGgabu!14|sTD
zo+HNW8szD1VrjWWRFiAguRnkyxCV{pEWE_-Gm~AzNqzh;4A-hvy2?G~uf;vxk#eg&
zCH4Lp3Z3GH>#p5zn_`TX739|0#br1pRtxjyhl6Cs1my3O$m9a5;m@~-`}*C!0jz(@Ovy*)kRw_jD>XYT~foO`SnClS{1
z@%hdj&|&Bi)K_CaeyyY=30PzpFR2rARQ=v8ol+^Q0{u$eD}SCpf8J@t2u=6?+ddcs
zZ*+K-WMK5CQ^O<^S}+Q`^B4*fuGHg(=Zp;ab$^V4Nd1A_UDcW!`5x~DN3GGMN$V58
zxyWLr3ocUd;6Wq?w_LX&7eDzBlu=@NuBfc2fN-P;>3nS*B}Z@8)vU$gG8q|!3+scz
z6XrkoQN7#}2kGFLcE4)Ak$(HTHmyxZ%cJ{c5~)NQdKrYGIiMVUSF}%S;B`lUByf!B
zcXnu&&UN+v=bt7VVlpX~CAG4A3^9
z_83H_y+hs$Z`gCQH$Pk#5i%;nWMI_}UR~~Tg;E0(D~=;$D;#
z>t!d44~$9r>1BUq{--Nre#IZ;+-BaseKhm^)bV?J8-KxJ0shVip^x^Qt(!p{PYwA~
zQ&R?P2@~VJ)DL;NM;-nrx%?YN)4x{Z**->EHUyr{N-G#_)U?l8VDCIi(IB1}Azc_i
zZ|Z5G!bIdqcd$wWZ~-pQhC*LYYXV}4-iSmJr`M-ACQ(PBzMvLuJ16FOdaw}@lX-#>
z;i)>iddveaV|!FCs5vmZ>(-z7`=1YUaA4Eb)C~_5O-HTXzWm}N-Am6XX!JMq=-XMm
z!~xn|yV`sE-lvR9tvFm-FJqFY&zyNl9ZqoSXl$$iU=8Ht^ZLr@%o#6FmC*&{9pge?
zRJ_x?7qJ1<&^t$+VFj2$!GiSPvF5umZIju@31^PiE(J^PMe@LweHCT%sjqV$tQfQN
zZ&hz^Zy*2G59Htzndc!k;g&#FHLG1Wncmnl3J
zrpF37Om`*PFFK{MU`T>B@Ef4gmd$@kq(wQY8aKStwRW=)KjTHy@ndA4X58WfgPmOJ
zu$X-IB5Tsr@iRi=;+pgP3NHLR1E9KY{I`tq?sZ2#+H{U@kD`K2j3
zmljGHAR8%H$4;Fh9z(47062+02szj=uorMt4^Pj`lSR_H;W7x-E80dmGQhj8trUB~
zysc0+JFsNLlqqeACTTAU5lA-Q&?55}fK?n6L8<ZB8vwhG2P1VqBt;T1w4BwMJr*Lp9$%y;Nm)UYAmVS
z5N?+bo`n`yHzdG2%b?q?FNsY}t70>_zlE3sOmAs5(Wp^mnU!r*sl)iZkEYkA?@^!d
z^6@|hQRQ^D7LOjG^?}1xlP71mGt|R7(%Lm1K@6$>)XA3CuKHbCuN7bP%(6|1iE4oH
z+&;}GEBT~sS`|sHS*x8T=V_l1LZCTRwvV9RmPw%waT+qc;oAl2RRJJ}V`uNuib11V
zRA_v?lZir4b`+u6&?bI4P#5TVeB{6Bwl2K1@Dh9#9Zc(kWv}@-oNOiY8j3lg?(k*^
zo7{640Z>-Jy>YSlG1qzD#f$o|Yu;VIuN$CB1}5OGobT%9J%VZkUCYfmy+C(7V=wmsz6uXC;we)SHlVAciR?PwH^lA=%`;prxZ(=c*LorbV5<
zZIcTw0Wq7lD6CVrC68BO%b(0CzyduSB7W7X!N<>@O?)|rZvbc84z!^^U9XU{3k-`p
z)hwJ)>V}}|);5c^b4TK`-x$*b#+x<|SR8mMon@X-1W~W?xz?uU$#eUi_L}s)%xLd`
zx5XQRr$0`b9pZAv&>D?GNWe-EvK;chtE&vY%OsBCiU-8jlw-$Y0qe@>>6g+0OSTa{
z4e`*4u5;G#^JDZaMkZ^aiNuIpbEKo9NoS4qmy}FzexT=&K`kDEX1_;REJl*Jm1n4B
zghc*+dz8CQS;X5w(<7l&#qkOc8^Kr@1tYTP>^b$I&7>K=YDDL>L0=bl@6$(z%I6nK
z!$)W6Hf=d-2&oh+7i%BbyVshe#n8kjG0iaKCu_I(va&on|Ht_6d;5HYrgu_j
zM+38KLP^pgY6i71GP+y2b?NFgYh-5KJ-p#SHCvb4p~n1V9&)Y)?YQhzBjdvO6=Elc
zOd|HEq6{{(xjvMB@>CkRSxw&Am*?BRFGEJ9y+Qu}FUI&}2GmBOV!c&;h<%4y3*Oyt
zxs2y8qjJn*q%BsM|G4q8LB{n@0jE4EEoB1}>a-hIZ=zuSPZjLc&gcWR`nxA*KBn(%
z_iLFyuxGPE_3xt9EMsB_OFZGJ9p47z4l^A&Vn90wV6_Lt2!h&1*%tP_2KWvm@%
zMEBiq#?CbD?Ce6H`yHmw2`{&tIPO?C(4cqs55;?29<;KiCGjs4a8I@v{8T%4MS>MQUJqHOmBINI;#mlS=M|H{DYjFog+AR9U1tBDY8eb_SCR%
zt1(@feKb6eLMkd8dtTZCLZ#5(a7iA&JPwO19ZDT?x3bg8jH<1J
z=$Ug#GR;vSQnEE`o^AgT7KNIxZ^ie>8R=!;P2#VgzyT(62la$%eplDr4?!B*+Aa=?Ll1)(TPIdkS#g$m&I=Q1$p(kxEh
z;dOt7!_{dF2>^z*3b9hY@%z-g=YJzuO$Nl2!D`~5wY{u}xc8La04RPnDlW~SB*-Pc
z62r7-uB)qy$f>&8Zt2qV#v2ARE=fAn%vcNrD1{(3U%zQg{({hF4{x*WLuK9kf&LZQ
zS>yKEq2(INaEdu2d${KI&cAf{a3grLDCRNv$fDm&Y<%NXao3iOWRa9%es7OuQ>3Ku6X>iv6040#faZCcq}$OH)G0VYhIy$?Hv
z*;_69x;+t$hrsSPBmSQ{*0Cg2$?+?9TZE?+hbuKV5w4Hz}*^}Lzz
z?%uB%*$HDJh#CN?wCVD$Nu1b1a`s0({J(*8Ik5oN1?-6v<4vZkJ
zCN{k+8bb(;FDt&Yb}0~QSEh7uX0$~ItYR}QxxL-X=qC$+NM*rUzy-r`hgy22=>h`v
zep7|9b2xqGOA22h{I%4SM;h&=_IgM2q!n~|{S}GdGF*3R^q}m+JRaFRLq#d27k7cd
zHs39d8Ba50A&+Y2YRX=_@#EutO{#sI`)t*wIHT%jE+q#Gd+vprj4=LI5=Mn$r{k1a
zhbv3mDdVY{wWBwjGr;5A1m$nxyQyl{@!@93;Ah_3-x#g}3uRT%M3U~}I(`#kxqO^$
zDw)a`XMs=Ffs}S;rqki#Gs?@}I`E(1ym$J{+aA{Z3^9VDu~FEBz<~_3V=R($a^L~S
ztwqKe;+Y9?Hhhcz_F>=W?(Nn-x6ALJaa7R_%DYE)FKMZ~ndx?VeZWugMPW|d`~B_F
z&oe4#r3LP3!+6+bTZHPzxDoY<9|S139=#(
zA$bkW=rgWl_@NJ>>HBA&cdlqya?g&5NdEUNbl{|^=9cFwHr6aJ4edXnAu%BVormn4
zP>N6XGntLREn#}7=8z4!y}Sa|
z3=~w<)jNXYkjvn`d(s8KYc@un_{Ny9EC+_$IFy7-1utL*Gz5DdT0&kR&WkFwm&7Le
zDVhye1I9>&Tc<_}TP6EFVZhPVl5|m>G=&Y7fFnYVqO2HSm>;pztiG
zt!?}wbN-tT>kn`XX3mpp*q9VPa$%V;x
zUW^|*HWbt*6GVSqi>v7}V@c!aV(x_o8R?Q3`iymTT}`Kno~qwWS@&sePcceKWD8To
z=j4y8lzs{+DlD^XBIFc3owbbhJ7KRaO`@mDx$
zWE09)R1-pFwdKT-OPSK((=ukJIdbF3kt0R($V05SQt_)IA-;ahP>WOh(|)2RZpp~U
zEww?*zpa|vkB?A*@h?s~r#!@fO>g+psZ-k-Y_4suob-DD?kt>XrIxiWWv5sPvGv|w
zyS6VDM@2?jBp2Mdb}a-{ldpj-NF;xC4;=-xYHQ0kK+Yol7F~tpNni>eUk%D#YF0G_
zn;5Ld@NneKF>7H@)S~IdcH^Czx-Q>RgMmnrAs$c)NN@YFJK`WXm58;}P1bD+RJt)b
zDJse#d~~m*=YDhNu4DXvH>pyFl0ud1-Pz8m!143l+Vk>#qqW?jEG&E@$ceit0z`D-
zt!e-n5BDmpvdB@XCS~kZA%g>2aci+Z`HEymhKj|@Swm^oVaHCgG8uWfCq9KrC}TuCVs6e5S!?-}TQ}COWS|{H^T)uOUnex|uPGs=EUm8{AVUx+
z7+2dX0hi*UA|sMSy;eTGD_6#@UmrX_SmAZ36qbx3Xthoi$de1XapOjnx}FRa!rPD<
z()`OE$bk-hB$o?B||5-?0|PaB1k
z)jwP(L+D-^V?)_&KXGDfz6<&T(YetTo}5v6^%H%X;^o1g
zfM508lS0pFuVa}cP-Ql06Py1S8MDodW%PXbzM>_G%Y%nIH+>==iMlr{wyVR-h?I|c
zFEHp#`{*3`8XPg2G91(#n$+ri>Ld)|j~TTDa)$XmF(MpbmUI
z@b~;dEGTtxaWP*S+w^^Sdg7KX8q5=_rDgv7h=Ftcvn)RNs7JKjMB5~$Hpd9u1dJdMC4;49S*IoFJxRYEn4E^ip!
znAXFpx!O&dh{MWFYk^l)QafK}E>Gj1$qF9OY|@@%qe9GTW@vb;-)Ktz^T7>61O}kq
zOk4g3R)ixg%gI1Z1YO39R0Wk6Bu6qhC_^NY+xP4{cI1e6$sJ_4lqJ|9d)A>!h`xGt
z2rLr>RVe53Wn5*a|E~oAGyn=UqJs7{-~f%3l7>Qq0*Uo$q3C?b`>~=6F`mkp7Nv1R
ziq_HDm7VCmMbVC6-FwpV;!FBkAu!dTL+Vjy4H1u8g7HWGGsh+5a~uI(O+p
zEz?3-O0hxuLYD8|LQHW@lO=zNb0xc
zEXe;D2!6z4_R?O2c6e_xZG;R7069`Bw(e1bJIoSm=i(n0ZK6EYbeC7OeLvcItWC34
zCpMcNR58F|x7E5e`j_lKxp-IfID7D*ip`1KHLFy|&M_UT>bZBbYl%_dTc4hGfAzZh
z^J~zTV6P}D$mc(w{rkgp#pg3^>PM9ypml-gWV?ncH~QiJn9AZ4gf?pN3=m7hChBB*
z4og18D#ip07__63$e>i>_`z5nsPLr*z{lhL1<3O%(Z)hXXlHxCktl>f>V)T)7mm~M
zcQ}Sdle1ypf7x7LlhvF1Z@6nTByiRLW>M`RazLxa$IR~(8B<*}{|66>2N#$&HV(}N
z8mlTFh8!vG?9g7_yJwTLB$!H2q@-H-c_{-<*hSeMA4(_`M-NAjaU;7mS&W664g!(6
z-EJBOq4<%5Mr~_awG;ePTd$8mKQdMz;;M;nv-hWVRjB2ZAQTT{5Q+*6Mobazf|;_-
z^FG0>B_BL^?ZXGHzMX;rG6Yfq5ced)iWFTW9HXM9U0FUfbZ}9mv*94)Io-w`dzRSv
z37<9@=^yU(iXNw2`4f>mnS1ubIH)~*{XR@)Db9^bP!~a+#W#R44jIXy0vDiyE{w;p
zFlZa-BL;DmK#f!rV|$qPDM9ntPAN1bv1`A70^=HvF|fgbgP_Z!C5zj+a~)EtG~Je?
z)AaZS1xRL~zr%yhg20+JnOP`M?kaXq-IIOd)~6He;u14DkUhEo9S{
z4zGXk@%y$jd0wS|H@xfz6tLyMf!WWWw}mfF`B)6%bm(|!)Ur!ZR7qCBc_hF%bbkO8
zA$Q+;Q{#RMlqnPly%bbsCHb4Zrfjq%xw1>n0WL
zY#bro%7SiT_n@O=`_@BpC`8TmZc)_Jr+l7eDaT;~_z{y3`^qm&!bym}-cYm{HcrJ=-zaRW$%z
zVM*uW5gS|CJM8K4F;D)rpWj;6mMDDsUB#ObZV828Ayd?tO}<>K^CkyTHJ?ZO|K!`S
zG@+#I9>on~mJFz$K5br!LTd2&)y4h#&pw#5{%H>+wM5NK)N#dO&x8LcazA?b8159lmjTCH`|;U+T>#Gz6sO&
zXm?CoDud{7*kMs~ADgPHsAMpSpw=a)3vCaj*S`DJ1mg@eDAaY9D{K17+FB|B(ci)M
zpZ=yk)ASsqP7d0RvGf(>T667=g*989%E6d~45P-iLyJY+12BuCT(UH5;%68c6%}^(
z?Y-n)BmwaOAnP*;ge~NlHW?sdA)dO-t$4$tGGiVBEIDeLV_@24=<%TX-!oX8(}btz
z*Jn@dz8}mKGv{*lLhYo>oz5P5JM7pwYAsAnGI-4Xc+f6Ciq;}w?Eci$7{;YN`H|-r
ze|Fp6ccF&y9=x=+HU^fEhmR;B?_w0Pei`qi3fiMMm0hZ&3GwlKxQua}jJMS|2af80
zZm;iIA{I=WF|K><)~ge=&R@DTzVk4+T#Wc41vTCUo2bEb;Q}UuXqu#fdSV`5`jeK=
z`A?IXOV$5C{1bm$hmY!{;|b;=qd}p0NA;T5)?=(_Qvc(3^^9kimavQX@gsfpe594<
zrG*nCSYe*I8VL{fQc%TpowxSPgh^FYkiv_?2uI0EhFh~G~u#q6Y2mA=p
zwO#z{=4Hz#ml;&NxnUsUVFr4Ln;BF?RLH)!&ruVEanSkla#EObDd$g_nwi-HO5jCk
zj)H4}rQyukvy0MFc~Kma1s5h$dKTSIru9^H5_3tu6-rJu@W9i9+yV!gO+Mdja?j0)
zj%R(Rwpnd2CK@6n8ROqL@$3$7`e!)p2y0`RXT$MR%m(N~Hhd840Gp{(cg^kuK0fY8
zBL&gf^CerJ@BHyQ1FV@Z7Z`W!s4P<5S+i33dIB6GC0$Q{z31xHc5tnyBTlA?BPKOj
z-$S-R)s&rV!Ppnms%iz0Fjel}j9r%T`+9FbleV7B=LB(8^_y9NNY+=CZ!w*=UM!e01pIc4ab8WsAohkWQybD!LLe#87-~D2B
zw-P{Op3nuNfzGH$F~uc1+BJOT*U1gH)K+=M=!)keGz!x
z^ty|1*${@n7QHRdns^ss^+(Pa-`SHWNasq;>gbx`6SN&2Fma5r5sYjG3BXGlmB4W%
z=kV35yN>zuTu!Go_Pq13xY(Pf%|ll#CzT2^)I>W-ViR_jVwyMCjzlWG>dj&<*wH@b
zNPIKRwOhFyhdu)kFlOADU-9s-j{8c=JkD}+$>YO|Jp<+g?!S9>;jbzE`G)^^=aMc;
zNjD-YMirBzbEV-|RY#y=Qm{$pCxqw_Amycl+C8s0
z!)c)hPlgM3df~pKLCm!^1;TZ39ZvV^xoE_Z`l=Zf{JscK~OKiD`)xZ$>
zFhaQ}ZML@B$d=8uNE=uGp0f3_H;0aJ
zoAAhS^JMJ!=(
zf&Y8RwKKBqTFRbMPFffd5dm)q$)=VK%a$z*O59F(D6UKovC990_=i*J@ZDd=T6v@>_q^C&@b2D$rZT?HFOljTl1)Ls
zU!fq$eBfD|ExgEP%A0TQD|L1MMCg%fkM7TX@Yx=#o0N_j+?(?u^ZUR65s)P?PP}p5*na#QttvLTLP=&!Daw;^XZos&VsNO_Vxu
zBkbBDXLQOxlV+Cj651o;p~#YB^)6s|-+!-Fy}Fu{*^n4W|36Sp6FKSer4cn0D3#a?aa)zztsiEgS6yB0$q}L$D)hGtOk=MY3|OJc6X<+x
zYE?!5tejTrWR(Brb$M9@eqGv5)QhqKxA;y&-3p`|R#}OdD28|#;~o8AL2+2*z3po@
zCSEQX&XgQ-Y-ujW7c9r1zqD%U={?Vbvzh`3a%}+n1cjk0PeHrH&(XA^LXu|+Sb|D%
z5E`>WZo1?>+mvQt1RU>7_zp28zF5DDFZlh>I?O?5Fk-jIZ96{|;3YoG>KLw^$`A$Bkjsdjp*%g%z}tT9!%X>KqH@pnoY^dM;ptAEMV}&I)s*b
zEjl|=X^TxENVfcRDjm_Y5w`9}V+|7q}z%?PCVtzkh$kD4=eXXKty_
zAk*&M`yZ)z^2`FvHg)tm&nF#v8BZ;0r=t_bD4EczoFF?-&y<{tRk!Q6{%D+0bHib3
z-;L|q-@lb!{<`^Udl@N5ZA2HSF(j!e`IkwoNR!GQEgQ+~ZqaBZ{e@FOk9*I)Z+iHr
z%@d3M^FHqY1EiKlW0QKjI2{cFeJ^e%%t*?~1dZNj`>>OHHPC`gbup*(?JAi?iXzDq
zDF0>$csBc)O=v5?y++f@kWCNB)a^j8nZ0z3Jgusvh+MBXP~fXKZ|a}cD)cpLO=TL5
z*o6S|{=#Y_30xD;npn|Oh24BDRS$UyRfW*r(u?rr0VdjmQq#}na{me`HY%46q6C%1
z&i=YYJx)_vpJBv#$dU*y@oh&I-Dv_^pI#VdR>Q7#EzpQr8O5!Wh#*DkUd3CK=d=;xwEykX;})n0ywiLr
zbId`Y4;u&tB=KMB9x5;TRL2SdJT`3FlnZGlRTn|*^oJH%kA6*hs~QkY4H!-4Yt?G*
zhs!?mfZDP-=xG73M+%up6WMo5r;-&w?sGd!yGUSCW+hAr-7e4Z{eWJR&l{)d%{wv}
zvVg-ZZccU2xjDi&#;ynmMi48*`O-bm?`AQ9#h)U}XHfTsX;Ctd?
z|L_bLs12YL=@|gUhNuqa`SO1T5{*9n{`D&ZPMtVx%SS-_V;4TVPd|a9OuKd+tJX^M
z&WMcBZb$p)|HHKY?kT4EF?!*A!g6x73>6+Z()~!M3D2bI;V{1>M+gu#B^sp4^vDT9
zF|i8FR(6%pG`EL(70gMs@dkS$Md(3ayPj9m(Oi0o;NIWAtOqF|8{O}
z`us7oiS|(0awR!R35kj0Cf-E3h0^+;n{i@%PMZqcWX6^Ork-R0iPN}owkzW|ZBo_J
z(vsQsMaQXAQDzJyUTwb;G;aBim)YuAX4sKC5F%}1CH1_v$sKPPhSH
zkve5y4h?b@Mf~cj_Ftj_@Y8BxIlKvyh>DsDLqwFJZ5ZX6*6=w9)-8hhS{$*&_UuD6
zDCO!ed-nR#?Y?N?lnWW$VWWbJWEC#eZLNA1M3)hRB
zR6evcuRzmV+aukk%-UO}-}U*Qae8ZT8o0G%KnvPLC-8g{82@LQ-4{BW#F9e>q_ur_
zdCVPdiz+H6w;N6S=A6{m*YA7C@kKe(TwCL2PNgkoZW%wH^3N#f*MBt}!;Gd&>rEz7
z9?<}MV=gGh1}HFPY#Jb~Bg~3mgEWTU%Tce+4A^k%tvFbkPe)Yyya=I_Oy
zhR@pM<8=wv1#iBYSC+eYZ%Ko)}%ha7StX5U$2&ybCv
zaNBp~f`ZnAO-)yQc)vks3l!6TwX&qYxnIFq5}
z0)@aKNlF0`hg1}JiR$a~_sqSz1oe58=gjvij|&>G9^lBNWL=r7=((z2Atj$#m2B`F
zTemtf^~|02Ocb3Cj4>Q@>;lGONJMvMmQd%4i3|EEzU{cs3I0y+32!o-j{g)GSTevG
zW63qU;v&DITpgX*Gw5i{`d@~&$6iugZ`i!~fbXbR)!+vn^b-j?nI4Nqy-d7Upq!@7
zjs&@(8dU8m&azYu{FafY9fn}J1t1uQaw|FXHDOe6#9;qYa-dk8*8VDA|E;d`w!tdz
zIwd9H5+OJ&C=g8@D-=9^d{n@0r2!_L3AiV0$k6K0sGsnkg3KuBD_vkNpD2v&z}#;>`r~%V&-thK)6v2Ct?RssNs=UisGTCjoWKwr#@pf2*ZU
z=P#c}3XO@+Sfa_$fMGGZihOxen$6Imktg@iTfX~aC#E4JUCG{j4i+^D>F*73?@*3QmX80p?yg$Dy7lA7!-eU1>`IK9Wtdr
z#Q`A=Ag7pZ-uF-?MJ~oo%^)@t78$p@2@rTGgJ@iMYzG-A3%&fzJrM+s@y&iyPB6G6
zmjFtF@8yrMO_Ch4PV^t|(_cmNWePtiFqLz-X))nM+)QZ-7c5xt>-bMQ3YiD9W#JUt
z10@^gUs-zKC19ZpjniCa!=Z~Z0O~l=2*vdwBk`q%lYeL_Tsz}Alw_r>&ta9d2O%Fi
zD~h~E0V>Xq{N~V`uPJ6*F)lEaXo?6!YE)_~Vbhm#>P6h->pS#u1rLDhu1-@2!j$Qy
z#q@^((5HxGiOBAoQkMSw()P&0vt9KX`A@&YS(kliwb;Lj37XUi&zF?Q^!t}tBHZPY
zIHDfSNJ?Ag>Ditm>~h;<)tB~)hp*Kx=Dh)Fp1q*eP4DL3k^2vwc?1VSc02vo9$qYe
zRu)acXc;5Uf-GX0jV%_W&Dc1_-L~bXQzIV;DWpb)aLoL0e^_mKMMYB*6t#;4SPE{=
zp~Cw7a5_e4N$SVEqRVTjG==A|h_?&|trsMWP{PQh|K}(F=|!Z$`LmxZ#9`7VdnI&b
zamiX><(Go-d~H5=O8={m`}?h3seGb-dW+TeQlL_4yhslo({;T<#>)kwR9aop*W@sB
zwX4Ypr?~H}Us%E~|;t7n(V1mV<0MYCw0uEXuq63677*Y!YNmtOU6c21&2!
zqAYXN$DUwzb+
zm;yv6oEW}5Bf|d#pEE*hyBEo^anGJjaCH#80in$OS9@0?oF~1lKN)^4>M&@&sOfmt
za{Q%vhsSo{yw5bZKUV#-BsdzcHnExSn{YgF^Jb<{TOa{+*8RhsLou~~;WU4zO*79m
zo07t5rFVqyJMpCsX$v%zZ{d6QQ&5TC44LUD-S5%EYuZKEUPR-4`%E~3rpijc;z!&6
zZMX4fHNqjeiP`3-z1_#BOSIHnr&d)Cs|_?tDEP72#r&vV;iFlBQ>#jlTQ#S$JY;!l
zcqd!r4YZ8R<2q)BlRd*db!84jW(fEve_4SNIOauD5JF*yDoWDxrP;zs>Hn0QAlaCZ
zNPMJXL~G8pl1=8ZvoC_d7-iyh;9kYXbGmTO-16*|cK@H0n+(Dfr`)7gDeC%pH^>+i
zZ!@8EPJEuB@%3!zAQBA
zLdKmtv5Qyw-Eq_J&-ReHI(ZE`9Tk?Bm(+IOX>xr)JF6gVhTv#;S!Sw@#i;|zb(#sx
zhQ_!rSZm)Q@aOX-lK8#5V^PIOn&2dkrpcaHgK#0i(qSFVpX@e}R~Ox6rpGB*mP}k|
zHkm-poGwp>PG_V&Lhc`=gxDG}&h>mw+zKI)v7%qYvm6z2t}GvmzHy$D$th1XEjS7Y
zRYE}`KW|t@r|K3vh|2({hMVxZ59FxpV
zuvA6*FQF1>mhK;F0l^bZ1)o7a6NP!R?SqQRS)E6@UGpEEHjSQ#(jtrlTC`}@FBwF_
zWkN06JT>v7b@;)nmX`uh7J}kAP|6pA%qBW)1K9HYx{5CT>L$Zv=TT>`e+|
z4amLo)}}3s0(LR|Vh!a`Ed_@RHxpwOMQWKxu;;JGyN
z_dbppIdb>)zE$?aU{t_fnA^PbwPS&T4ms}L=yOh{IYdnXl1Us=p3_NMBVAQdQbagF
z{c{2>JWl2Xx4Wl7`r7gV_zru#-#`k8pLVu69a%J;7J&mz*^Ljow-TS=`U<9ZAN@N8
zg_m=9)QK;2Ri@V-J!-nQ(_eTJVa_T8oqXMB>~GJZ8}Q%bXG+lOC1i-;W%Pygm+el{mNVcp1DXY`GNr5iUZc>AX`
zQyHG-?2}pJp4snycDe#t2*HgD~UzVC?9s(NI_1*0$$
zbr>q)njfFFu&|J3#HYiBe^Q)Q(Q-^LUiT)(yy)zl$F?mhN^aC#eZ2V*3{ZF7tsC^`
z-=QRz9h7h!%&BOR&!UNj82=3KKgK5@HYO$l(>38Usa6mZ%cfKkMLwQtF8NB0<9)#m
zCLW*Km;nS%&54V1q>SN_>+IYxe3YxwVhV_L^JeC*^D*0Y_{h9F%wnrWd72K~V_{YM
z?cSJ%`2U(8(v*v@C0YVootLPZTm=;w2*@b^y-*zQf6B~}au4Yp}
zGBy6we(`^n5mV5N9Mb6FdVckW)3gC0QO5XjX+r&`mcw22*6hZ~Htx}59n0V~KkIyT
zY-pnRHGS;_^qeF9+9DIqC}cx`G(1>^OTn|}uG{3FKH$7yX8U|Mt~+X>rv3XIgfysz
z`{$DncEnYm-S0ZI&zUk`l~+@V($b;TJcc46?7AohQqFESJJ3EvTXEr($&=~mdAqn%
zn(h$=BWrIC*f^0UP#-n2vP$oz=E|oNBV+gmr;tj13Imf;b19w}wE(oFw5+UX&ene@
z6yzV?ym4s2GEDZ~1$2
z^^Lg={F=dB6G|T$tPxB8C{O8b5dJeF-<|_V^?(b3*IJWT)^^jasF=w9aBzYv(C8p}
zibc=-l9;>j)Iw&tkn4(64Mql;k!YV}S097^w9%lU=X3j*`&-+Ywxk(R7LCEA}t2P_N>oCbQh7~l*WaB&>2suFESy@>VixUaq;;q)XJMYQn
z=DW98*3z37EjkG=z^|090Ht#jfwqjZo;t2FFQ~oa+B~x`Zln0*QUss&Vg6;!op`Wc
z8KZ?EdT{3!q#l?up}=L|AHZ_qEpD~1@@pUCl;t4umIsGg7O&d|)kZs76Aeo!%pS<8
z_#eP#moZg>VZAVdlszsra~MgKB7hIwj6FL%rxOa>-aKkiX1w%&^MA8i$c|cBxr=u9
zcm6LKk)=Y*f=#JEX>@JNS%gSriYx2!im;hDF){2So+zR{!ap^{s{A~T7(CGNKT^)q
zzJ#I?1I=`Hpfti~dD{c~uy-GK4qlNMv;=TXItF@W-6%y$XN>I7DL^|$kuJTNGBwj%
zL%HNlTO&j6V762KKryk+E{d7Iw2=MBP3+na36@m1?9A!YEyY%t1NiYb52ZDAy0`|a
zes}A$(R`k^vqkJO9<7s`+ZrB;7hWX@&TVJTJQ(pS*iZAaj2cl^0m`M`MYZEHVIZgm
zeH)Mu>DcS20p536&?;^!PgXnVK3*T!X$k*E`WkqMgs@PKzvvaN9A|L|WQI0>yT>tu
zvVZq1EvmqEKwxstw-8hp=Mgy>5!o^FW8kUzKTL#2X~cAq36ug*luXGYhRp+qMIE6H
zYAE17HAfy#zhKX>rWCn2`KLYcqf?Nvr_^dn1~H>Y9+t9iE*yl|3nMDXd>!D4hzoWI
za$2kfzFndpq~PSgs#da?z+;TCI5P7p$>bFNx@23YMFxTFax
zkUFc^>i#gT(VR#bTHxbl{cj>tWZRsqqa{g*(ixa{@p=SS0vzG7$Z-%JFKbPPwidd0
z;<`)cH_QPDobpQ1>E&3Z56#oXWthb^XI#kzk*EMv%dbTZ0gxnX9zgy5BdJ@k&T9LF
z&V%Xt$Z-P0fK=t0wkH)S9N4jA^4ht}-5U+R_NXmWEKEDPwcI!7^W?ILkg-7jiZeYF
z9Wa5rbxWH=Bf$v)5KWEC+iE}`1aVXjJT_%hQ`3SznqCA{BsatGOyd#6!b!3=OpRZc
zXr!2dgb7k>mCVFK#Vy764ohTY0N0fUheoCOd3o9PZ^Cz&8+3;zNI1_?;YSWtU_S_s
zVH5ViCg#_Fuol_nrCmO_+
ztibl3sRj4X^~K|oAM7k{LV}~16Wkc
z02(NA^rFUmBpmB$|hsX<5|*D_
zUT@cM8bMsA)tS;~U?mw8?L3sm_P5W@D&_D61(Amvon`3FxHX|`ytUcj!EHg`L^)ZI
z;r0d74=f@SYX=zJ$77tPAHK({4x`WAbB1r+&~Z*y-jvfC)uSdySK_269?_eR8HZ5K3J)0ZP2>!!+d>E0nobc4^{OyCP3A>oL|uX
zbIzz*aXV$sNrTSiz_=DZpS$#F$uxh;ws9O04z>8vb~Ts|>|v(Y=Sal$MkSMxxQJ&{zt8+o6Op4Qa|PEWJUnP
zY{JzfJ~=NrHNd9kjTx_i^9?iOV=+rXzibo8lTaf3YmvoiY3*sN>fY@m`%t2tOzrVg
z6NZ~8$D47A`@`{IfJX;7lDzC4>YMZA?@4DDKI5&>$;)i}moG0~U91{?;KTO1R)5qy
z>TW0ET+L{yxwbN-HHQY}MHwNxuPHE2E;AX%EoJ$3C@rkrh!Ly*`MNiE7Jal3oXEw+
zt$Gytj+q89$jlde(@@=xAj7vGdffEt>n}w5E1;LGpKy)Dx#q3*aqo
zPxMf1@JgteI(c9>WaF5n&m6lWZQs`e96<=wQ`JAa5QCWfMZ#HdcaSkL1
z_T|d$viNDUZ*Q7yQQtsY<&Dl<012QP>R<7HQV?Y%(mZo!e%N(j1k53G6EucLE{iJ-
zL*B#jgk}4>^gY{G^IH~veArm~UcvK1LN+Msx69nE`;){mg{(g6ne(%py96`WZDR+K
zsC)x!yFYZcK63QvXw@Wx?dPrP>gt5ul;sD=8lAmkW8Nc=$zb;wX0VocvB^r+%*neu
z+HWy=HBj<7g{7PCqq+$pKd4ACy|S1)bj--L^&@tg4DHaIb(<(AJ66>mXDo;6?M5S6
zg-lt00(`ymT`HSMpebAqWN(msR~f97rW5dhUud@f9iY;z_d*0SC5pUHfiv2=`!Qex
z;0J3)`-$yUKR&yQYE@u!-Ke-`Pv-{)3w8u2BHIC=!3@xKNla7ywJK?Z<`-VVp?
zubttmH6v}w&ar)3ib{vR4nHMp`fR!jYTkWjBTt61z#^Zw?4qeswImrZpB%+VNIsCJ
zITb%jobbDEv-!Ndo7B-Np2oO@l%ovc&kO@2_8pIV=#|^vU&wjfz#LAX>+@So4AXt}
z25RBE?*YG~RF$(|I(g;F!F1aTu!azLZ{9JHzHy{Q?7~DW*;d43pRbMB*pY{)qcE>L
zxWxup!b4~lIR^EuIm(c3?F-yy{h>ya(vaIVHnGEnATJR(qVWA*&89p~d5^;X3I+1|
zef3x8R?q7+Ye4{zDgdhoDP5X-8dXTzS(?U$N*(6x;QWYQ1jIzP%WqdrVOQ7nuh~Rf
zf2!Pxb;k1|T75rLi!?hDqwui{kOO+k4`SX_evpzq5P~5&?o^*!<
zT5cNG?A-o0X$%Jo@Fog*nq=`5R$4=b>grTy683GhE81z8eHpDN*9=%EP&?-IqgT=G
zz@u4vO(Cacqf~M*Xg!w|ZH%SJ=Mn#R)+;fj=K+eP@JQRr|9#~C+V;CN{v4@tba2Q!
z_a(UG)BJPu6&{w%;W){v_vg)8wQT8hwo%Hh_&b(4qDVqA=J$BSktJkOfs5(QnNf7X
z{to?eB&EYRC$IkvMQ-*`p|BCs{$xK2k(mbu2bgW`boA&^meUPeud3gAmH6Iw?|#H}
zl)NXetl@1PyY7eIoTjm~dF$3{QE@GQ|1)|tLJmPE__g}7WT!2KRG-}(
zSad_l5Yi|g$Cs`%Yt|{FeW<4EY0(X!Mwr;u6&0>PDRj8JFl*cm*I1r?9d!M7u8?;g
zo2&*{T3W*a@MDfH9$$0m6CxlFU5DKXN7BS*9F;{h1@7D{^^=Ys{TxL5umFF`M32FG
z-T>c1%mJXGua#k+!jo$`?&TQyd|Rd*+$eC(xy$RQC46_s)$V26O6F!i1g;W74
zB>!M8I|PXEWS@gMC|uR38}WL1Njic}Q6^ACBTR(fS-q+2aXgwTI!0%QBJUaX)Bf2u
zrIk;MI_u4RH~j6ZSDgw|oNE6LQOjIHwI=%ofqd0!%POix>AC0swRPq3ROjFOT83*DYC_sA{5z@WwIqQQB?AK&V0YG
z-#&lNl)3Kb{WrgqdRNeEbD}<{7
z!?q}j#l+>(l9I)Ob5IJ`fHp;wJD@;)tZ&Glxoz(_D;`Xd{qGRw%{Zx#Ia5if((qu
ze|mQEJXQ&;ifgFEJ?ImOCMgn
z({*xjD2(7QHOgN6^=l@O^l~VoL=uwUc9DT%0n{Cf&cY#`kcb3h5OD#|G&~IL{0K?y
z9yw3wHEbm!cDKw?_xO(Ak&LHWE}Jl<$2nW@#Sn)MG&}&9WB?9~4E_`c^Xm}g>Gt_^
zkKQo%_^H~UJ0#G%DJFJc_flC|Q}0T=t#}m+hBo1fjJt9r7SjsP26b)|!41a+yeTrL
zfR*rafHp`;N!OppgUc0G)nh8SfA5P?wASc^z;dX@t9HwmQ{kMPnh0s43ARq4e1q)b
z^!xnb2C|i*zwuc*o|qK@Z}Q_Jq0BP4TJqgg1m1@^kQ{mM15zMoOVMEQA|Q3-setVP
zB0k*igif4ctGmuQWW9?0VZvm{-arhMn0FOyk3jB6CmVb%@)^S@hrToh>LMs28>UtQ
zLn7DH-boMyt3Xb>y!T_|YPkcS>z=d)thT;{MmXjtpuQ3jXm!|NYBW_hkBdtfcb*MHb7(yayUh1VIF5wG7Bs8K@=x^#y+!77s>$
z$f|!m;?5w7AMgO$5=|#U8Fg~1=buIif~X(X1$pgusKS_HoQ~}A7;Z<8F)zY(ut2Z2
z`U#gdwd3SilaeC+X@!%$eHgyEyyI$c+Ciu6&IGXF&F}`F8NAgtj7e!i`7hd-#DQfC_40r!A`M!a$NJH^gXCc
z@ixn{XC#%UtgL$}B-8|&^nD$4{m!oPlyGmn5_g@XY&02{P?ZEv%4tE8@reO<)j8F#
zerz96GQ2yB+J-j5p6$*?j@CYC;;~zJt@Z}1LNt6tOe}bO1q6S3
zbUir{gEPA`-3$CTF~KYG@oWHA@C(~wJtE?PMqs
z8>`F6P5>W~=w|QU2$hj{DKQK*w{BI!K*xjY1pA9hblg}yg4OPLezxH2V>Ai>O~gov
z2mDo($+A0Q-p^a}@^R4c=*W>3C7(b_Twd+`EzNJ=Qfe)R=B(s>y+y!ALs1#Z$r}|=
zns96bwsE9AWgj9sA)2rBjEqoJL-QN2@!@G;!d2?^pfUL2BD}ai&P{|tlZ+ot2L!Dh
zc7qASkqO^=(O9=4$$*I2*shybMB!(kaL(Qdn~%{HP-ohh&Uh8LX*gWoFqdHnj3bn5
z1&m8rV^>R-!k(FYPl@n@p$jtxm@!O6#oKjiB6!7S537mbd?`6yd^o~3ZG)y(G?P0R
zMFi6|5l8Cl|1qsiDN@i4_}d2Y1B3g;GQDbPaRddiWegzGctmQT04g)YH=h5xYAJRmVg8Q;-fU7Z4;bt?y3o+a^}u};bAK7|Zw
za6II;@&|K8uWdWEuf$&n;17``$PSxt3~-<>c2SRf({y8)a&lSvLOO@sZ;8Z4rp{Mp
zV>cyZDT}*%b#c?7?mwCCnf;;LIps7r~DiSW1){BOLtdUt*inJ@IP!n
zmD>5c_e5b1X!K|Vc7G
z9(_dQAt5@bIHYz4m#}&w08^@Ywq*zejMOWD+q@BNbKAJCa#
z`!S>6?t?Co_%jBOW8z5Cvaq<|bf(Nf>7;R5bnC2@v*F+0
z@cH0ay8vWIC7}@Fu*G)C+L_=+rH
zagJ3OMunlx3RtYd78oqS3^@abg~%S!!NydS|1NZGxJ%P=a?YT+J^*4V1yADfabuW^
z626`^dJKmPh2}=`?!Tog?Up3(wj&WY`bUgDyYWzOwHaGtpO49%dSqnviLE^V1eg$a
zbe7ng>`B|)H+`;P%NXneK?j19ufc2!UP(w{8VVz0lZhd-fB#iA|I5icpHCkDIVFU(
zj0()K*>*F?0{}!OBaSF|)b)awr95mJ1;PNpJiK@hy?a7g3giEu0CKNG7Yj8ELX4-7?>flRQ
zA}@cvt)B<|1YTb~{7_)Gdpx3N#WqB)szNDsJzCiR(-hDsDlv(KLA#8@njeNclX}+W
zQBWnB|D3$aSZZ)9O(XwtZZ7e)A)3s1*MY}G(XeP{O*g1N0Or<>`{tjmoCbKUat_O=
zI|uSKyZxDIBwrIp-3!zIEi%Zm?Y_X-QVQrMBYM!C7|6Vido}3f8<$
z5loG7bbDyxWniKSc%We66Ig#BdzNezaLOSXi3OE`#9c+F%5lm4O3`S^1{mHK=NVZh%`D0Sa=iZ@g9h
zgYQFE?a>br*d^
zKTKxIaQY*Uv>k$W*y>{eL;j4Qz2PIqpsAsW0ri|58}Gar16+h#antHTvUGvzBJAoF
zUvBGf#pFV~7PnfVlq6IRyoa=vLsLTD0`6f=Nrw)Nw5sA&Tf6cpo_ntUc&~XP80qV#
zUL>njZiI63G~%Z**u*-FyHj_C)G#99O@^T{1(EFL8i9uL+gKdNH~giEbWjNHmH7_d
z`s2K>Ets4T6DY~6H>k8&FZYzOjqta4hKa_^SmVEBK6%a|TzoWfY%nVe&B{6br%1H>%qS;
z^%@*sVG}U9eVn7AJgFFGix`|vb~v9r6op8}@>$m{sp
z3wQCb>C8*mDSshP4iFSZg>h_yCE_8zH!#xKSdZP6=
zA7-|tg4(bNGDWU%hXb969Kly>skH=m*eU4$h-PL
z7+8VsN(wpTGOV>Izj|4nHT4H4AN^qbJv=i$_db19c)OB+!I3c5NRYtI@7t}7dVfN6
zj6$2aZLS?gmxsPX!k|%cq9kGY(;!e{x(unbbEWxuVPD5uHPE|Rt0vx7)Ws#8vOZoo
zM$K6R+7mz_fo(8_BqLB{&vOD{tpNUDt(-NJ@G=zyB3LhC6B$drr;JRGm*c=b&{Hr=
zDt*2?K6VF=AHHqVk}WNP(`5~N^3c6vDNINJwk=C3oC*Do?=@DxJC^2neRhgD-~|WK
z2Mq9+iWP8WQ&IjjfA$ybuko6lB}?;-RgYI=Y{olDN_)oRzzb;6n?u^LvG!k=`qZik
zATPG}Yxmf6TtN=f62vfpl6LTmhGn5!^ZPuW4iHFYJYY)#xcP=$dG9MXT%|x^%8?IG
z-5{WC-hUZOY(~qz{;bR2f~Ij(W55M%C9WG*oTyBb{btfCje>Yx=~m0uhX11!n9xid
zLq{M3;sa3tU}|@EYRVrS9yDTcyCuPUvcSY`WwN>V+`p6pJ0j|4-N!n^GVXS5_;ux-
z;>GD4qvmn~cDW|-u3$%=RLs(yjrSGv3}$?DHpP@w&x)xpfK;-%?j
zVco|U^^=$hXXi`!XPpw<=LqMHuSe(pfGnFM{6mS;&nm}nBLiPXG_SrII9C6q2*(@E$;ogTJj9>!ND17a^Rar
zcRoj(9Iciwf1$YQc4#g*pgMKf+BqS;!9^Vvx&kACDpal|)BVX{0g-Yp
zhI5Fmz+E?>yu_>&{x{V>JzpLan3d1JEt|4nLAl!!s)u4?@+&T0De4N~b1SqO+54Gq
z2#Y0AHr|sxkANT81kD^N0XrBn^P)Ow@6;9Tsa6SFwJmpATQ6_=wiNRddch0`!p`Y@
zU*@ZoBB)XHvIH&S>9DY{Rw0kMzuIclAIs)!H+nifJ-YhsSmVdZh9O@l`b4C)l_&3x
zmVUG8Jo^5Gd1wPo%eQuI`a%#tglxGIRZaK*(p6qj{$fBM$|o2Gyz$s#az_J*oV;YoK3Est@_UG1fm5=zNx!9CrZjW^*V>svw
zYLZK#mC#h*+L4HC4tvfNL1mo&*ne$MCpOVUY^}INx9Sd1y8cNYr>RH
zS9rYk^v_OI5>?1&VOm+`q8_b^#xxkct>f8%?ugKdP*a(+=uH?(uR;b*fA2`Q^
z3Kf8|O;v>oN=6%S%czM6WQnKx_wtZPZ2yT#QQ*qT{qY|x1%4Z1n{y~|MPh>)=a6T`
zsv9bp=v_FvFLlEAEjUFD^b4=BnwVr4?I2(4P$Q|SHL~SPWA1SxsL4kj076hZ4C-M0y
zObjp%+U}rzh&$xM<#B;CK!qqV0>`oPSMc;nVR3P1Iio5y*=BGP?MwL{`@+>%eLbDZCVH*rQgisH(sExIya-a9zIy-2|-Zb|N
zIa{jK5XZ&q$ut)(C+4aQRVa>P0Go6St1*jLwYG~&LlHSzHhYqWZTv`HU5oPU$r_3I
zSq~Vwpt%Afez&!CzRJB@SS(>hRRtw9zCsp`7mVAQT<%KBsh@eRB44=v9bpM1dim
z7CS0dBJJS(T#F_YBIDg@2H$ZD+H!;rhGLxNSeC1%t(D3F7`06%~1_z?lT$tBmto!~gBQM3CSk-=R?4vf+mhs7sDF
zZdr5yRSWZj0w*FkoW*LOyAl9$6ZfBA4UpKSDxMRA}4_
zDlnYVcYY3atOP$7=*;_kS?<{$W_OyI%F4#sm&iI!Ro++kVO1gC-SAwMprC*NE$AKO
zfA2wXj#=ts@19K{!|C07+XvF*1L11V=$fqolDvGUBO*doxtN>${ipUFsq~Ms19CwD
zCs(d0-4*IQDZXN_U<&7INdb(ZpHYIzmKqTT4~F~SN~{axRGIw>{v>`eZlNeH0mbvY
zEFzAm)HEQRoOlDk{iqGXCjU2RCepRB;a+;>DMePGVU*DHkp)$uLIMvY_abc$@%~fh
zIL0mSUq6qL3<$JBW*?V|^E(%HN$PuUJ2b-N3b&$&dk@yg`?^z`
zxy8+bhHu@V0|xs@bn|RTLk)?EiLsmy90at%Yl2;#yhZ}@3ia;;p4BHjaBba_5V?^B
zo*Bu2fbhqqq$sl=#pkOjoBc(snQY7Zn>3>LT4aH62Res{bOY>O(#`LL53buUjy8!(
zq~*m6C8gho@9=K92_h_A)i~v!(KcHZN_pK*+_`hX6S`q10@kZbo*7JAASD$89z}Nu
z_d-*be(%wO`A%()D?kebl*UYcnU@LcPc8sF2iI6Ocdmbg;oPfaoGWq;R~VaC%3NS%
zgwkq{m4KAHDg7!;W^Yc7-~jgw4lc_xAxAceFsqyhtYm?ej6a>fog{2HBQ>OJ{oTN(
zzFlR>O#tR-{W2WBqhe>gUKq6Usuwoc00j#b@97{i5G6`fx4plGG*+a-2CvE%TP5ml
z@Keb_F23S02m~hfl<*Ga!i#Q})Ne~i3?njD@ibX?t%YRgG<2d;KzrRpbCjYo^JO?J
zk1}3-9ZFf?dO85Rd2*Q`m#>Yl9T$LIYG<*p>51#mU0le{@nEb$0|Wex!qM*4Iz
zww*9P33v(2C(`Y0JaK(DROEPW&Nou9s6e7nu`##6!x^7c95XUR!`U~NR_}KY8q#`^7umOb^d~&Rn^^%
ziU^v8aTECm2xWs67KVMBggrJN72J!C2V*^9;&mF?Q`zsb`2zV(T4VUbOTic?8kKR^
zT3O-epO$b~3P0ah?xJpoO*Go#_IElWhRY8vf1Cl;in#WZ2XU3DN9VQe$vdXBXc*cb
z^arQTiXPQMdRaKGg`S7l6)nPX%WxRRs?~qITAY^OxL7QF>$O3AMF|p=l;ln8(k(`S
zfzGd~J~1A?qJlebgR-t^97rk%=O{cm6M$QL#}4+ilPBS2We-E&-pkHyt}9@SsnG>f
z3&3~#uW6lxo?IwdlO!QP3L9aHgv=X05H)Kc%l!Hferc6onD&f%i-
z)wTMsCId>DmhrF`LBES4Q{ke%Rr_a|v{vn-!N>}p!1(lBaovC@mXC8hn-Wl2SGj{n
zEdJ1L%`t0|b3K8hlyn#;ne5omt}=#SeFCK)9wP;UKIA3=z_=SJaiHsy;tiapa%@~g
zn03I|S_|DT48Ca<9yO2f3OrId>KmoAQv5@O;R{=R*b+VS?_rC;z|REfjEGN+!>eK_
z&;-5Y`;$MEQ5+)BIS>?!6`9?VZnVE}ASAsyDMiR?m;ws0qxOccx|nuq(IZV$WLRPC
zv|1`V&QImF&D-A^#>3{*<+w6*0#Ug2Og!r-R@2r3UyEH$s<^JKO>l95d8Y~<6k~G0
z99=7Mw=mpty2F}06rBg9N0Uz#W!f<6hD#5%@35Tmi!-@+DU5qwWnG=|%VRcOmyq2A
zX&j8eIX9l@c0zF@WDnVGay8UyP>ddylNqRv)WHFP!%PI{j_fHN9h1YIL)TTB<~sfL
z$VGcZKcdox?(OF(`g-`NOjl88(w|pXho3}%b--Zy=|OxAnT;-ys(wZDjD0B0DIT5l
z%+D{cC^l3+F^VB5WCnmJDiT#T0>zZHIFXU~zf&45qK!~ODcJR?KRi{_0n(UZVZDB$
zK`(kt5}2$$ixsyu3z6+h#~qv^mU+hOqrwoK$Jjx=B&)fXA?TaQQIS5p7y!Iik7cA%Mo
z3DarxR@-o>C?z`J!+8sUpGN9nc{7=Z7UI}bWGEIhX#m6L$4_b=3kXQKapT6+28La1
z{BsAliJ4D5l6^frx)7)P0`+97&34H*tNt&h#mqo}0+yQbz_@xUz;-P7(u0NLsZfyPxOAt+yS#uH379_7zBj$fu4I
za;VO0_;PFO%(e9>0u%@;VgCjr=~iRoEVL^WC9P~#5GlVsbsMYyy$}O|s`$K1@fGp%
z^LzO0O?=LZRUJQfbLQQD79Ki`sNbf*v4^nVDFEVeXK`4jJwbr@ttP6)_cx%GQdqn=
z7+oxksxL!UV}cGFcgYqEO#fupLL7-wXokh!kgt{`h`b-LNCt*#c&)Jk0E;Vj)#{jt
znR$N8pi7FpspD-wUGAxQZqzC5wgP^IBCq{_fBkwLl^8aPkNwwcYF%{V9Hryts!>T^ffHpB^uyYxMZgaz&|b#x8a$ZR*I!?_A-RPD+9)=hsHdWq|BJ{tsB&Wj?OU^!bU?x6y*xm2+3Xe(`
zzuA|9T>&yU6bJ>Oc=O)Xnj2&j>UlU`87JZAMzJz%f%B?^3Hlw86&_B423l(=08e1y
zx{JiU#D6rGbh-j23JSzdjRRljyiy-Akn{4?buJ3qE1uAgAS|x+UtX?4S))AWqd&ay
zX}LE#*&_BAF9>H|erBdztC2-+OQp@K=!56$4{{f;kgb!+636|W^LLO-(yDCP&_&G*
P{9~wZ!n(W3HuOILvF44J

literal 91028
zcmeFZX*8Do+ctbwqLirt$xuQHNs%&!A|f)+lw_ttGLukAqNGxWBJ-GerlLq>EVBkP
zkul@59bDJD?ho(%tY=*B`{6#<`mcXiah%8S`|bNS?Z+LJb8=LaOq3)NiAw&=DOD1Q
zES*GJuf2&Je{-#mjS2rpW-l$Tz6l?M8%`HechXijZPUO
zTsT`JeDdI#Yfs4*ZqW+Ym7b?}uKFpRm;F6EDJE8VqF=m!Hp2N=_3sFK
z!{9xe*5Cg3qy8u_VZ$Ewe?Ey++qF;q^NDGAQugoPvxioa(bN6&Nf6{p|M%C=#0q$y
z{`WTy25#p4_cv566pjD=ghC0)KeZ~LP8#T3UTfqA(_V%v5KMD#8qfpyiOtvK=QUrxY*!K0(2(1R3X4H+T2F^Z{3YRfoQ&KFzgn--e4B
zjKRUdN-UIgbYJXabywDNva`Q**?#Ag(viz*_w*hnC-YjjWo?f1m_Oj);P6c3IoE#r
z0IS8J*0gSWHY1IQz&NEWzgxFX;ww&^(6J~^6kj3r^z@LFm6gdhZj8>$%S(8>mz~|k
zwkceMgau=n_r|R5n0&?MAC-Xzr_WwfQK7|g54+D#;e<@Jb#*IRTeYH#l){hkOFZG4
z65FQK?KVl(_vxumONySbOLyJHnUQadhmA@2Pk)^^mxUaUV@cL+TwQ4V(f3(IkA2Lu
zY0t3$nK^KMNMQ|VbV#2$b*kz1wQJY*&lT@>
z6|02XZO*fg%Q`z*Y}&HCU%%$k%`#ud&(FWOyzpD0>il)`#|{gPy>I;|egsLrRF0IW
zZ)}uVm>E5X$LSbjcY1eOOTNR&X$#Y!GW;l2+P!(jkL_
zTN6L3-ZnMu5D^iN1g2F_Fp0$P5e*uYQfkVqQZ|5SygzsZ(V0GoxGF-Q5Rxxp3{@~@~%P=lqPx1;65AVoU
zt^Qn=xa_pt5PO#K=;f`7ii%NbX+e8s{Cb)a)JR^1PQSl*I(7R#eYy*`^-Gc#KL;nL
zP<0WhEbr=%E4>vPV_v^*af!s@;^#>vilYm4=9@QPN*I*V(c6%S#IxcHI&;ZrtF$
zcfOH6VSM}w2M0$_t#J3dGVcw+k&!e81_o1ujTBY)S!AT7)?t;ANOJd?rF3+5k$UQ*
zWyWV_9#7j3)bG80ihV2d@${Cf{hwb1q^BRo^S@AWYxCj5hsy$Y3qOd6xc~L5cE0P<
zWSykIr4O_}`}!{8@ewy+tgARc+;yhxt(l|Ien*JIb9Ap$Ur=_H%?D_S}7f-$C)6=70i=2;s|Ni~Tc#qWaU+)$g!o11s4#hrVP
z_2S!E==9^~$A@2wU4_ZFGJ2&N6rut!oH%jfYqk{wISp$vt)0O&d;5$FZ^=6f9Ji2@
zlV7=V5V#_?XwT&@a2QFIgN%*Teg+-a7&8s=NFS1h6~E
zX4Xlr=&NXHF<>KdXW6uCY8swDzZZpKOG``3HFuQxO&2q?Q$JzhnYZVpsOak_AMPu5
zoxQYTU}$*AVW3{BzNLjexuqp#PEL+v
zPH0>D1)n|J?vTmJ$$euC4Goo!JNJStLz{PT?nltI(OkRkLs>N2cvXxN7RmUMXep{M5~
z@wn-|frD6~3d3=VPuXz^y?=hyWM&R|_FK(wrNVj9NX(r~wZ-aMeSquNKdMyeb`CCZ
zU&tZ8NK31gyjvJey2gtDUN2=imP}hdd^p3+&8-qYJ3YMo-{shA*&YNSa%i)H|^*W{GD`niMuZv2PJ#(nd6?zMSC{gys|iVmH3U{r7I=+
zY}MN~aB*?n3=P$IaVHMNf?H`sK1Dl28uvij&CM-kY17R;SQ3&{3YpAeH&h;+;kcQd
zovp9RCnTitxJkA0+czEjXyz?F3yXxPSFiS=%x}rh&!-&qxp|We>xox8{iG(B(%4qU
z!zZKNuU*R|E{}(YC;yV~o=p|MYQl&`H@C3RI?TFJidN$9&+U8p_>}TIS4vd0wYe`{
zy0pop>OOI~#@HwNr5*;o&q6}Bm4E(x4pppTs5xmP>S(lS&Etv`z1$)3)G1cc>m%`5
zUCqrJhXgp39^}||>c+>%tC&ZIhx4H4Ug*fXnt8<4)m2JMOKY%5GU32B?P`g)JX)zA
zLaLRQ#qhJV9NX^njEx=AYN>ZlIL98miJqQ*y2J>NA#8Il?KV0(af+Fl8HHT;{Jgw9
zXxC4lK7AtQoSD4%A$Xs5{x!~qhK4J%V+P-HBoc;O(^?n!u3>9v>UO0WNt#<()qJ+7
zM*qFDeg9$C8SA{l!VM&kg;C+JU%&R`c6)3f={VbTc`Vo@8x}Je6gZTlJ@tJ5ezU}V
zp`xtpWU2ugs#ju)W^?X!d7{IUt^h2FE-Ly1#fK`yOGmHIo=+L3#ZgYo^96gF!O+tlZ
z#bQa%$OwKRI?Vx81XvhG_qzW%!_P{5?}
zq?{au4+V{^KQ&8KQqq$G;;5*oprxlLcXV{z$|k|w
z+uMsyyn)mMFhKHR5xw5@HS7$BG(g=86NT*?rKu=%&jS5zdFxLjXJK)`V}5WymcfVS
zvyv1RFMH)1{-Eo)WQTn&&T@BD=9(g%G%zUsT=3`5wOA9OcUcyV>Gu8SVq#*rQ*tvh
zq|i-*A3yd(!!{o8DOVOc=N{=g_y*9%mub6@vc#5k>(-ff6`cUINw;i1n5><#9xEG<
zLp$@*W<$@V>A1W38G=)jp)Fb~ZjqM_6O)pYtyMk|fN1+FDU9%G&$Z*>D|H;EC;c@t
z$M%kjjrF~EZ|m2#w(9Isk0lXmHi?d?3@edKOeFM;+qlcbO+0?>=O%R5Oa4*B0$W*L
z;^yIzQBa^PxITKfuQt5(M1(ePB_M`?eV-x$A`%i3zUJ8MzCQBRyD?7r2Ov^?ef@*Z
zNv!aR%H4K?0}&A%fy3oK6hb)%4j!zyO}FpL^pFMtr3cGf8lJ>N);zTBDmu`b8a=Av
z>ri5;;C9Q`7d3_I_3PKi9fx+5{O#NQ>4j)+`H!aA{IKN{mQCF6Dl1zGJ=xgU=H}-1
zNJ_HF1+l&#>ntQd2=H6a$hSAsE`}Q48b1f9+uEjD|6;}3N|K!r|BAaa^=Wx=QhCRY
z9o&!hb8@aDxy+0l;3>Q@!H!1%@yQ9$lt-XB%Y1{Vgp)F@?Vn?lQY@$S6qL&hwBpHyXq@?7=c#n67J*Rv4MFXCx2#(@Z@Q-oG$G*1x>d4PCuL|DQ9&Pt1!Mg!bEBW1ALEH@G08>l3o}GtvYw_^nGSF|b7s@$
z=O@&L?UeS5PXUrNis;E#1s!hk7tZ3UK6@9=N{f63g-
zN)KihmJ3!^0ZmQnBOUo_sfUgoqsJ0V&(01_>1wF2_d+cqSYK4sp8T1xLk1Oz8c9*n
z(d*dQB1L{jXS@(|R<&sO0hCd}VC1$ACu3)4mtWA)p-+H0v^sE8AK;T5yKZV!1;uBA
zn^Ewn?qXYRfo}4ECmaLNCgsx1Q6)#p8RRlu@|gmm?Bd;+QJ>ob!+aHjL}@?u|8=odI_CTQL=JJ|Nw^XKWFzj$%M#)b;LHOs1%
z8cM{OGiS=ay)o%^P1+fh%8~8PQq%Q^QY7w(fWFEGtO$9;d+4Qpr@q;=9dBTCY$ZNM5Ys
zE_=kpn6Whd)6&vLbP|HFyT3nFmMBND|ME(XM!)C=9azWBoSb9FtiSGQJ;u$w3DjY3
zrrnMphI#q<1h;h>>nQi#!f<73;Jn+?bn8Gz{!xVZa!}i#UA8TD$SU5lPS(}8#^icCE
z{-&bxMa9W4K)W;|042a^sNwL?&_VR=Z?nIC{i=W-;d|k&-)2Cpn~xtqu77!YOSDm`
zM}15f6BENhAY5=1d@H39{vYZ~Xki}^&&{BqAmhuIxj+x19fwXin51ZbFyKFkkFaAd`>+0a)+uQFhqVeB1-@JJO*MF!y?_Pei+w?<
zsi}GM{{8y^eY{`W+qay3%u5H-{&PMV2)6I@3m)hMo44JGk($hNp1e!|W^l5{;{2*8
z-@q;Ohm1;id0ZdYfw-uecb6<3tqs_-i6B|^CGM_h3ORzjIM0hJlVHV^`_
zq3#xX-ji3a3bdpev^Pc53Oyx+0c-$BD^hCy()gy1!>f8Te+pW!$)BGeH__0@oj-qG
z&0l7!0-Dqw2?pf$0sJmuW~kOk0D0NKa>xg*lCW&eL9t-
znG#VDY4(M2k|fryA73Fxa^s4bQ&d0i>r66yk>4Y>7+`;-z3@0cMM|=TAG47*G-P#|8t_JaxmX`1_2W-dJvFYdCSGA(o<8{LeJGEX
zaYqFs*QkcgUP)$m!hNfmkW8-$*|M&NH9ZkP6agoq*AS)7>K))Syh=BKKSi}Lk+-D64l!IoP
zlCg60=6W)6a%o5*AkY@Y;o-YgRaM8|GZ^g=6x^}@+;cCicc74Qhlf&YYvWYYNqz6>
z=K%X#ftRZwM+$(Ele~h0Xi&lY%F4=gA8Kc0WSjv!!Oleq*+^m(wq+K%K61OK#~9e?
zbj$Uzj{L&{0#d4~+oq-x9|!6}t1h1Hl985PPfnw$PhD`OR~kI~EmUZfq4V)Uw{Mrd
z4`2v}+}3L3$wDH4n!|7l75K;8P*Pfi$HjjwnxQ*9=@DeWzh4hYiib!peelr=gy_}pWVl-HFzxkT
zhQ%)H;@jr6+Ow-a=MOd~G2Fd-mng@ivX2k>r1V8j?&@UzvyRF;zpL0uHD&;*+qj8*O<-5N6;P;l;1R0fG
z&jSuV_xHSd2uqS!mGAT8EB;wg-iG9g#^Pqec3rnX=cV(rMk)h$*SU=XiT$chvT9BY
ztzeW~Sv{k@t$?n)zuLqGnHjV4N3pc0UMf&tY49UZOz?cJU2e`}x*5g+kv6yS>x_^z2cJ3A}wpep7jE~Txljhl~8
zgPZ@rf#7Dz;p_%UE6XGZGz%VhPQdT$pqCEcE6kA?zRN<=OxBKe*mB8{;gEhA@QtO7
z%&D{p?3dp17ZmZIQcqpA9sM}oAG;@w;)eW0L>ogE^&;ge51l8~EHC{_Jm8Xa^xDq=vaV&t;#YA~7Am
zf~Y9c8mL8+k`18eLs!GysbyM7=9!t#yVAQJD`rm7o%YMwa~r!TCagZCDb&iG?)`#t;$`GCuHSpP*HXqULfHnf5TU>Aqq
zT`a(ql%vaYKWHF#t^-`6dQRos5UK@yEsH7`nZVEfvhrHrr(I|q_Kw`dg9@g+fV12U
zVgB(UgS*&mKL8iksbur%z*rp9zK>8kwC_Sk@)ATF~z22c+t4b
zOf1cIzeW8fTuDH@4C`-4VB{%0zPIn6uI|$Hq|9aAG20G;r4eQZDAtY9?AGx{Wy$i7
zALUzQIkp{0z6bO4c2H22S){ukiX6;JMi7EZ?DL(UO$V`ds9D8sgRYpgBlLY;Q5{swro`mtn03nmc@x9&yA
z-Fx>Q=>>C|nw#H-*2-!dDWC9f7NFa6#r?$($V}`)LfPdL&4R~BVE6mDWH+AE;aWS?
z%N4!vuc;vrtbO8-{YTdwkVe(w@87@N{QP!9hb=jR&lnpU*Td>m#RhL#;u7w^1x
zaORde@wPP~TID)l8C`RwM)myx7Z0hCac2U1oH0d0eBdy4>t-0WPJP2Xnk#lMf
zxtuK(W(YUTtS;g-u$9pz?P*oDPheM7D0N@3av7Lc&ztVc3I$jCnO}o~jouN_hHC!N
z>H>FnXP5q+>=(B5OgsZ~P%<(G$_K3Bk`E7tQeHn%QdBg)c=6B8S1_jWnO`ZF>9}Kf
zXV}jH0p{`C#
z<{@-@;t6U;`Kd+Rr?WmThcmx{-AI{(V1f-pB5z
z<>WTRw;en{A3(>%lvv*lXm;57&m}_HQB&LA*Vp&th$-bE!=m{5V;mf0aO=UXWC0Ug
zX2+;dw4OY9LWn)kg#8+xME)EaqJ))1@`{X%)c@4{`z$X#&!>C`TcC#x_bl%wC6*V&#{#CWgF4QJ=*1ad}7)7u1LRTj=SyUxv
z5r<81UNgdO86zVjO$HVgDoII6Yf(h%g5|pYAQ}{Ew+9A=2vVI{<=x`Sfy5LR-+>ucU(SqKCs~
zuHv=^srfh9?&VP3i#w&AZtPvr`to$Zj%yrN@LHkf(aMy#$>JVPQX*p^ytCeP|{$_ZrRJ)IT;7lVKcNICKU7VjAxwEC?^dUGhat+bP?#EH;p^>1=+U+37g)l@9pgnkh;Q
z?${|1bCBVksRF{nVP{jJ-R|Y#*#f~lGxVA=M9{LQN6naouCLZlc8zi})PqlzmE+~JYv0jh;!Q=6%`f2ApiO6*SdIxm+_Q?Qj?c2Usf27{nhX_
z>8PNfI=7lu+WeQ+2e*0~69=F3Iyz444nxi1T`+uRUg$b|h@Mwl<%f3mi_?gT;4^gu
zUGHTWC?X^72kgMR(5QRE?Mlv@n;09DOiWC0Yg*H^n1aQXA`0X;?4m*!j2C;9rx$DD+P0*h-xM2yOynOj}MdF@8y+2GL
z))~3E6e^B;ijOp0vnZ^b5fl*S5*HVD7;W1Lm)m7;JL}p)P$#l^{L%j%(OCY_M@TB9
zsG*)~g9@=jlv}nSg5vq1giYWg8Igl=`fX_4o}(1K^pNMx{M4XNO&I^ay?don-GH)z
z)b3VHuWEt#>(&Ji$mRdhib(O)|=p?lc)mnGisj+Z80@99iN>Ivq?xkgcS$I
zYku>?8X}31j3AaTnbb+R8G&|#yH8x>AS7Lq*MCY5&SQI
zq_v=4UHSXR6lTZUZ{K!JOiYkS*gRm;#!!O^zoTSfOq2i#VCsZEP1vT;2y4F2PckM~Dz
zK=oyo^dKM#VfcxOiPh)W=s^}B0cD(lDn{TWcJ_#~Vrvym=?=h`^XZ_w&qT;#nM4l-
zpHcrIH4HxveU|{P=`Pcj@7}*JNAFtsTj%++&7H`&I1JFDNBBTTxd_vj={5r+cn=FpInFzy*O@RE8OO9B6G>(+|o457W`%
z1_lQ&z&ZSyVM2iokTzvJ0qt?`o;{?}#XnnMqf?TA@8gBMn+u)nV&dWm0(bnz_#TLz
z6e!$8>TVMy<;}prz>4QWEzx}tM8D?S??6;kR8?+
z<1uT-lBF3vWD97~uTUNdgn~c|goe%@*ENLivJ2AS!L#haWhyna&i#`r_kfJ$4#@Dy
zoZ$#D8;i@#%WiFEi)8-$bJa*EK^&cCjYBKeF1&72+;*Q)VEsPXdn(*P
z_wJp#bSXyK84hkbc22B&enCOYaW<^9*qL9OqMOb_se<)D$IN^WY0%fyYuCwy?24)m
zeD&kkzcb#g#$tcOG-y5$kKc%-~ia~`o%6gv8M@p`X3jnyuE!lFj}3U
z-x&^Ep25I+=LbP7HY|Z=g;rKVPGIo79jGgdvTP{u)2P3T;&*F
zY6x!R{7m;*eM5`o(BVf1<(ywlO=2_c11N`6L2MD1>7m&AKBR=;pUc0xH@l)pd+Rmz
z8oIm9bQ{vNP{#A;%(oDhm66$iVy5s=i`3KG>peGj!}kw#GX!EtVDR-{zDNbJiX%1P
zhh^+iMIeb!sJleG6xI>+RN%H1olY2;9SPy?BnnTgsGE6)ww2qA-rp~0+yBTRu@ZV#{;
zDp?+pNx{DTRjGLH961S>@WI{ah2ZC*3GowsnWi=M32OTZvVfiSM97LBqHt4Ge$9WD
zDb+8;&%q`lXtlxumYOe8rMkJcDdW4)jduc@6EqB$O27z61PX(b?8xBu_4xq|{U9=%
zkVOdEfAxoK{&gZAhqip-@?~;(frQ8ji$JKWA29W>+uRjGwS-!V5+@5a8#iHR8~E8p
zD4hchu>m8y5LOfgtRO`4*d@48yMGr=QtReeZ$@RG8u_NSca6WgesLQ>wf
zYZq9B570C+jT67ZjMxtxNRXOk53GWXLf~v~@6}xC)RY6**hNH>;KYdE^zq5K_@0t<
z^5jXc5f@QW(Qlr0PmfZdV-2*Xv3;toMS3(y#-I8Ex&VyRG=aTDb^_{QPoQvD*>1a{
zb=buaPD$|!siRDCr@FeldY$obmg+JJF=1@CC)6
z&(ze^_&_Fv4etXT*97s`JYcbl7cU-0xHMTWml~*RBk3NzAFST51&%zAd3Dy~3-e3R
z*dO4`2#|bnqI5;l7hMmz0HPHVbOa575WT@_hy)E0r!FB95J)z?gpNq$RZ&y$EDj{q
zff?cyV8s$C+eeQdBmYdkyu1ubO$4p|oebXk1Yp;$0BbK<^0W8Qyj8&!4w;3)>pEWmzza-MI21
za>HshNZ>;J<(W3pXC&jEGHfuny}unzsupFM#XZLj!t4zle}Q{?md2-$mbK+Dd}0#
zQ1bo9k1sHm@{dT-_8^oFTl*r=9gLgY3P(UOU`;M?js04-SnOwwn+5wC6>x_&HR;=O
zY_>!V9VIv@k-$P^ogg2MGXjX5;q1tvM@fMB@7EgZ>G9fi^l}+od4Odf1llWu*n$Xc
z5)i>VE-p^r2x1?}3)%4x)p(e+=;cTWT!3(QO3Ig^
zHtw8yDfk7#MMG4{BTha94tZb00@E0DgziK6F{$4MyA8&O%Fg}}&a;>jFpX5Rfl8ka
za}}z_R?IB~>c7a&76Nzk1_964Fl+evNKl6pCNm%N@hc=m1_zKhNOr?C22zxWk^5BK
z#c%hOLnDQeeg3u*2q2b^#{ARuUNGAbo8!tANr9(EEaA@);sGyTdUmrHz}+I10psz9
z6@_%wS)~=fruE6}C&lYdlYfw;fT{j9({u}bWx8$K*jtIDUKN7PDOvohP(;-ooO3E<
z9*+9nZFer2iE5acm~61Ow?}}s2ao8QUS^`})Bqh~WMo^mY>Bcqb>PDgb>p(Lwu+qLKLftc9Z9zt6q
zsi&yJLb`qD&Uu&nkSKN$xpv
ztvdgyFfWgrV{sL`4g4x2LubHn!dpniSF!rZ4fczVw|)AQT$;=BoZSn
z)D2+fGVN%@bzd+w^+lk7NTTubZbfQ_QNrywVZOq~a+!VzUlvZ--u?S2Fd5^Wmc|eF
zKN@)%oFr6*%*qW#yP51w;%%0R2ntjy-R;_r?vEQ>A+SE=iG*ZWGWUH82p|=7q75q9
z>}LTv2nLW{Q(L={M5OBAzQ+qto0_>b3q@9Mvn55P8cs{{gXm{wF3kRZ_44I<)YRgi>6=5zyXB$AnD{rMu8D
zmeNK>?^#$_Xur8kMKoy?fSMOhF^WnQDXsgjlWr`|Wk`2Eyz^>*vyi7_%E^Zt8-#)H^Prq41
znS{6iJsYF51!2
zab>W9^SOk(u4Wn(7QqYbfovq?byHNFU|7f9m7Bj_{H*ektxh3$yR-p#dx|@3a!5NA
z&=`DUV@*>c*O45Cnl=Li;@m@0*b@&y+&|fDW@rG{pHTlLm*+NMHEX%t5G8@uMI*b5
z=;I@6Ax$*`LJ(~idB8%$(b&53`17xJ3_TL3K#tcBC=3sX&^LYO&731v)roiu=ps$;
z2u%xlpGTpg<*;I^g4nd$Y>~5L6mf_jafRwhD#Hf8`nyY9$NBW>jS@>!YFI2zUCwcz
zCzci$v4QVkztp_odxX4^s6(Ly9?X@WALxAlAkIn9?sk#xLMRR8&=8UJ0BM
zJ7n=)b_fOlrT_ERuqoQV&@XsWenV~dN|YH*+Mkc@pgWu+8a3oKHFPHpri|OnH?z!K
zu9nk4^PmtgtxrKS)$fcw8%Cr8AXJo9Rmt`04(ezTqa*~YCAcesrIe$WYoGa|a3hP(
zqZIP1uMa}|cE`$j-u3I(lSl}HMKpx^`1<-1ikoS7>l8DQihm;Rno}{2{haCS_J?*B
z;l^11CWKO8u+(@XgOcC{iK7Q&Q-CX{(+rCV9#XVCKa3*v7Q;lr;34oAU*f@LTFp-n
z6X^`Xb3`ckExIc5^gh5RLg&}QBY7okjV>GjnKm}d67AT^pUizEV&;w3ndgnkiH6d
zq;^FU*`dl!|SPK&=hKYyLb1rqu^k7n{o#6Zz<_v+bb
zzKD!uBOE{1?Z+Do5-(0Ooxt$mc9Wq9Yj_e;WG?Z
zl!0sEp=`w+K|9+(0&rYsWo5++u^IU0){7S`FpF-Y%k9FQ@@wetA;yeQ!_$G+F{@Ap
z)d4W%6r%BB;^Mle_u``
zx#)$Knr}r2MX1(rwu~WxYZto+k$Pa;N=r-M9NA-Yz_fptg}HeTP8;*iWl(=Ju&0P@
zBBG7hnrTjpAk*4e=5$yygzo{D^#by*Xz}le0twT%k%xK%kt6z^)CXUc@2hu;9i=bGxfGy;j)?vc-G{OQeX!+*fvG7cmg5B2>E6SKX+ekqWxSG-c(7ThvAT8sO+dkK
zcn`306?uAIgMu9hgFHwvCna`~T}R}L$b>=rfa6?+wDVn%27+|K$S#&6VW)|6O)y$w0`W)vPfAzgG9t#}4KGcrmOhy{lv3OU+vvxtWQ0_2zM?5qj@-Egp5&lI--&qF6I$I*Qz
zySa77nYcmo_Gtycr-TVc#Z(Hzh449<9H>@raKbSnR0jp+0#ei31r7-#4Eo5J63PRJ
zfkGWs$lbue({Mp9nwXeU>_H+Jo#@#&AnzDXb)
zMBI!BjiB?Qc#FBs(Gn?6)RCW>3QACDv5J6|gE`YJ8&VBKk)%6da9$k^9F{M^)U$0H
zEv*&TVg&g9Iz%rJ8}!Dmtmb@7`au2jGr;h)E=rT{AE4Uk`1no0A`~Pdk&L-tKOY|-
zebGCo)}sT&nq3Zk^r#0Y@WaQCQVtG+V3>yym%IJ`ZjdhoM+g+rX=yaL-(Y}oW4rge
zyl-|K`{#89Le#{QLEfeUshwzj-Rme>W+j^Q3NEHLFaTp6?je-67*y;Ulvwb2R&u#*
zlZ`FqO{Sh(_sL&uQ;zx=bW?RQ#P`_clNT&?EX{OHxHw~$8MA|R15Ae|J{fOlK9~NM
zuKdmOA9=51d_u$S<;AlcElhAez0HI2T5!#88h`h;3fUbOJoiTgW$SK@{Jk*wx9FR_
zj+No?!e47DOuL~oe}RXPjTzO4Vw6Deyy#z|pT95X?tlX{4})0dRA8xfZTq$Hbf*w~~@JDc_AEM{p9kBxO%
ziXA>&Ki~IZyRuj`p51VEt6?Mhd*|40P7r#RzrVt!zsRv=?>0^`D9ow-5w!XZ9q~Da
z_b_kP0vDa7iLPLS+@?bKBA(%LbGrAJHjOIg$YGtMDP6h^}
zH#1tL^P!(3B|U3JRuAR%nZ0a?92$%W;+;vNuK>OG%TrQOWs3@fO(NQA2~|<36`5+Z
zmyj61))S(lN$KhJuTx7(3?WF5j(vIg>&XSZu)Gz0d;2%{S;Z3}!5G;q{fEN?saRTD
ztGl=qI3}m2p2M@jVrM#jC5mGZ{aD0pE*YkX2k4m8ltd$}EV%;#2i9&tU#%
z+oHd;y)g^oQhFBCZd<5CFbJ$vf?E<3p&Q7zrngWt37%1w_!|RAfcQxwItBz6C6MSw
zpyBTKk<4pnzD_guBjyM(?un23`SZ~TQ|SQ;sHv+z%C5Y0!q
z9h&?(Xfl*EG+OXaZ{ECVZHZZ*N0E_fShSoR9PxOS!n31h_q%TVpb9TQHgp)~ek%@|
zgbVqI$PE?)hNREq`jtkJ@y&wr4J9NYCr1-G1Wi@d5Jc`Qm$=@2o=3dJwpxUA<>+{+
zJWkeYg4Wn^`<|JwIl5DH}LTQ&!dwQ`M>Y%5aMyqcz*sBI_aKu{dWX
z%=eAiwdfmSIedc(XUIvijeknd6PL~$MA|~VeaDWbzF#vWkH1h+UwL+pr~RRxd>oe>
zC*u;In5=3lA4@M*d=ixMSRIbgImD+${OWxfuZ{lSSN5zIZvkpmnY?_7TGA%5EAyWXaC#2-k;=49Hde;^$eT+h4qCq|}q^lN|G8c5o*
z_9s7CuZ?SelG#@VN`sGAG@bFhpcusQowko|-}5
zi9_`4AUF3J)U_b7Keyq%@7T4=!U-Xihc92fa)g`C$;DNTx3fTyVLE#G9)j5p79Ya^TZ!QNC@&}aIzjJdAwG_n5mC*Z+l4%=^ps2KhEg;Hv5LMtz
z$mP$^6Hv}^YL?hI*ZYx}vjpF)uB~l`^2;HQWD+Gcbqh?YDKu6+t1w<2c3|UCO!i^u
zEF=ao6)VK!+A>W1iLowuCJDDZT)Op)bFVMM)WEACOGIfKFH1-cvSo5zZ;DIcM`@4hsxsg`_esS=o(YVdw@1
zVdw}Wiw&R<9P+?;>M}AuWBL88;Uds)ef|7$oXs@R+MyykBESaGT#Ar65E%XW)8Uuo
zHl))Cff*Ft_;T3|lrkg+>T01qvX~lp
zqXyQtroFhB*bZi9UU|yRn}ab1hNWmTgnOu=tJ^ll%BOpOLyrFUv7bL<@XDcF-8ZHy
z&?2hezWwoRc&)%Y(67^E2!QZyV)Ck?u`$I2GpL!`ymxQku7`EaDUTPpe8I0a*Vh{#
zodsBJ%QOveOfD+Y2dr*+bU^Lr_wVfTkmwrF__ATZYG`QaSiM0@H!w&+G(G&UjdTAC
zCx;roTyA#uipwjAc|cRvsUmWVJ9q5(n!I`Sa_d9$HY5f3`up=7JElnl>M_9!;VBVC
zWPpgFYxA}gXc@U{VDtj{tN3Z#L>T12M&=N@Fx2}1@39I6fbHwM3?Nc*ITA4*Fn)I?
zahEJuuSuBqFo%onG7#-A2(Q+vvpSR~8wfz@nV@`b=k;(v$25dG-6!5N=w@8>#fxW*
zQ{1uP9|Z?TgK8E3spcWJF6K~Cmg8W23rP?l
zKD4&Za(ODO-dvK+KA>Tg9E>e1C@E#@nPg~NcYUx#f+humBu3}-?IU46z^h2=dkjY#0tjo{^Zx=G>S6ovz968$;cv*RcH&FCY=4am
zpx2GoNIXdy;eW#^AIZFMsw=f?zF%+U+q{?rhvCHAA1uwQMa|&^klo?Dx!#rCDuIe@
z2`fj(SGf5^YRe4>_;zx(chlb06DR%e!M$W#RV}SJKyJ{n4~UV1@!(x0zw0|7tz!~O
z8Dex8JYiPMY=XCE=@ept#6dVVr;B^hvRY1GcM5kWuQ=?Nld-q_eU?~2ZA+pvFaZ`4by
zPqrndW~{(=bh9l((Ih$KkD7f}$4j4ZI@zwXwuNv}?X!_5gLhzw5J5-`g5?`2D6Ejl
zc0p`BC7VbLV^|#HeHK*V#LKQA&{$%Y`PtzMH#sce>=Vrg0MYgZrg7?qK8yZt0!(P%
znvOI6`Qu09Uz)YE=@GelD}6U!^i_?w?|^f@x&O5GviNL=J>H#`b}mBf+n7FLJXSY2
zTCFw2j;#cxM$+Zdv2eY>!h!-)PVAxjz%tnoX)PU
z?f2eSRq;qjbd9ZX-!@Ftr@(Ls&%makaP%2Nr>BDJr;c|zSr+Bww9FU1vDfoxODdlK
zoJ0>$@(hs{Y@6wF3bwB)3;D>0731v#^8ll5RO!UHbl(KDLVRr1_4s9hAFW^|QV(tF
zB<>L0s$Az=X}`W2AuSZwpTo>zy{oh!Cq*0}LCB^}&>dpTe2))}L#u(4V^3QC_kX06
z?p~L*`@H)-i+1N8US356SS%dPn&3-t$ioZ1-jBRaVqRWebM6ZK8)djDK$(v@e31sj
zs)I*!%yD{p`XC>lO|~2w6GYco49hMpl&%zx!Ca(X5wESSCAxX%79`YH&z}pMhzPMm
z*NKgb)2o77c_~AC2OV8B;#&#@fB3v0F=_&&)^@-tu|&qCB?BU*4c_gd_F6HRz~mom
zYR)2()e0vBSj04?wz^u?(J>q1tBuPuWM=RNM?&g?4cs=m1ko_161s324gxGNC?dHA
zN4$ospsOJik_rsNha3n(&P*^e@t%e#9J~ha3m7(ZpVlzFe0d1bIB=Oq4xD8KXaYoX
z#4Gv!&d=k*m2iOso~V^To~i(qMG)`7t9>D=1tYp1U}CynhQ--X^Oy8#UoD@k4>VRXJN>N4>23qOlpAE5RXFfdN)jJ
zNyEQOR+e1}vV`HEW`M;6DD&a{h_V2qf3fqJ+%3K|)krWOACWaUHK60-<~1$3GATK~
z^xHFSWwCBW9cUj(A;$NWm6oW1n3zm^79Nh#g=jX9IVp6s`5$a6@sf+ZG%h0R%r;y%P5PL%^3alpooYrLKdxPU4ZHhwo3%(hW0v$cbBS~o5!OH6yo)l
z#K$Wlp^8EqVUN<(+;}LIf)))N1VA>zLT9+Xw#-O(?Dmc{(UrkGnB=n#YxUjI+%2M}A3eY?vqDs&(kp6qRL3HgJ2Xu~0-v}jM(Z|jG
zVSWKAAO}zl%ZcyrLt+>VZ%830BFcj6XUG{nfa^h30)
zN0((@gHfcDK{8&Bp?KlQ0Un;S&^KFMe;3E0I$$nOFOm&!62UIDH}?PMs9WSVrDbB;
z6e#^0lj><%**5*5<<`>W=Dz#?tXl`Z^~p(?7?y(QOo$4YF-Y1UaYGvWCxnnap;8)^
z{;joR?%-TK=E*uKuVz1dzXkGNDV2aFNvI7XQTtZ^)hi;Ys@vNU@euz{YfI;3)f8sI
za@uVh@!}8%AOz~V6IZ|A@>p5u20=~VBDw|$yx!4Crx=wQqGC1@fiQINKsHH3q}}V&
zJeRDdN87bfs}kem>tXdqfux}h48N(9P(wHZc}eC@iPi5f<2MYVNr!|qg(3Ul(&gb&
zl;=kwAur+5AG5N9Uaj=}_<3kcF38#c`q}iu$awAh2d;@rl!e5=?IBdBXBb$APk|y8
zgUOCzn4=*asF*{M%Y%`E5K>U*MDq0hxnf_^@IiPCfOzUqSzqa`wF
zpI0rDk1>m0S48}#2vOQ*$YJh(KJE{R!E+`60>BIP*gp%h|H^fT4YI^rRatLcB*FZ#|BL>IH&QoSNl@MTm=RB$S;ubDk0iappI
z=%g4n7?Hpvbl5lRl2jqQEeEfGib3=-zp#)8(MXI$vOLq%(Mf=lm*Baw{AX&a$%jV5
ze3m+uczq*Y)q__3XLhy~;djt<8#Q~pg%pC>L0BW;p63xNM#3W*^z~Tlf1(%;|E91#
zHB)Xa{%k3pwbny@R&Ok4i2hXKpqv?t*{8=t7
z_4QFJb3rRAr%t_dO!@oiXdV1wWnf5ktTbNw09NOpbinr9M~*a%6`^io-wi{EP*7BS
z1YnG%D2Sp61z`}+Ah!jX3`@veOvkLBAUysG?`1uYL|ub$x7#Z~61`z!9K28L17%D5+!=)A9F7a21^cpUUm}6d-EBkLJcpaqN>9gYH4VM!Zq(o
zkU%VDw8VmVH9Sd{s3}Oym?Ho)ALjX&K^zY~BnIrj9N^vsuXQ3Y!%}&dSPT)6rRls+w;%t6HX4iS3yj9$~PcHFx_UA_7T#S$SmQZW8Eg8C$y7kL&qgnwuZKL
zJoG??5LS=53jlKiphxQH>Hd-wB&~|1UkNoD=e4dHOy2Ljrdai9uUyzy==rW
zJUICPC?(U?tj31xP22M0qE^NWeswtk|ISXLCj`TMe2e`^8aYihX_J;$%r
zT=y>3dR-&odJZK*#mlZT0d}8WeyS=fEqU6@#;Ew|FY(}CZEA0xhoB*ZPVeQ+@_$z@
zeJaF6E^6XNQjMBxeN@`_bYh1!2(#kb_YcATWg-F4p>z6(^)Gon-s-cKmR3c0TYj)a
z^3qQY>&
zf(x+1wg4I~bkv7iaqykDl;Zwv$9c=G>fgWM%Abz&^`aSOCMF*O?4K@aaV2~%Idh?z
ziw=5?J7AZB%OG32upggpf-j&*vK{l%v35T%g;IxR^pEP+1#aOKalnKHlmQywUo|;-
z(>BZ{>}7wUOz$aM|ND2n-~Ffed_6W^K7LYDuUCf6+1RcLpQ)pK60akRe92GNb=$S8pPH+2z>T*gQj|K_m@eut*fPVc#~;
zLItpLsh^kSQM!#@|9;M}watIO=@)mCGun1L;O(7m5O;hM4)Opj#0N269H`{wR|R2P
z-*(6UECYN-%nI^)AYVl8ulQz0fI)v){v5ec7@gb&e^uV=JHJf0`Iv@I1jX^MZ!z&l
zeCL%`$5B-a5Dcuty(^P>rf3ETdV<8d?0aBZOS5*+s8REnil1+89&m23)ZD34cZiMx
zS26idbBYX_12|g!4UJa@XfqfUyXf(#fs+s
zjSQ>PbgxZ5-`(_IlEIn&f3Ae)wD#spRxk*J|I&6{FNF{hBEV+zV2Vt$5p#syvt`10
z5StPBk3d_H)L}qdd`cgiTB!Q1_G&p}p;x6{(VZn&+&n|x2BjOs6QIz%zDXZn#hKht
zg7I7gcYwVh#G~(->A4b85bqX0Q`r}nmQfWiZsor7OSXL0q}?R*wog$s{ihUh%sscs
zzmJ0EN?v&hB%DYw-#!;bK;*@ktWz)2R?+((B#ygp{_%Vi-5>zY`Wt^5Ew8Nl@rkZW
zR}ZGgK^gu1!j{&3e*Zp+8g6L;At^`iU~>O&>dk+zPbN6{pSnY?BEN@
zgPZ6ril*Q{UkJl>q`rO=!i~XnDKX5V3SV8ls70ra9TlGT{NgRN5ExO98!g%vKIi5I
z&rS|{SiEa9K9AY%Qcdige?!`Ykpz`U1O}klO#cSU7%xfd_cu`a4xPOueDBS@!08Ps
zBYTeOeXXHafF!Nn+a#x`d3M`p0rgtB+0&M;TRL?1;#s?YWAR3FepD6W--$Pyz3Li_
zvY@k5XUEnKzPDmFd%pYrcwxWMZ!XlV4XN@Obm#Jo*D(pd-yltWrz3P7e}7ZTi-IL)
zziumBcROICaDANkf>#e6_WXg1k~U#U@!M+3mo}PGJurF_O_6pvo|77L$xeQp-%N!u
ze-%c`fNjzG;6U)-np#`ykiV*h-117P98uDc2aQE}!;|=m*Up5Sf65QZ&o&#)^|~|X
ziU_pli@%D#e9iwGh}~e1Ne9eI+0)6iBpuh^`u)}<>bl;IUG8>aj*YQ_Ii5BK%JaHz
z{Hq}8($v_kmNuF#$JopM&tFOw{u`Ql#FfG+v5)ipOWu$D{qxqUc(s?7@pT=sC~v8i
zzR%uST|@3%H9OhP?z)C|yFCj*Xw#y9M>frvehEHgp||h5NJ4*8;_8Qf?0AxUDtGCd
z#y79R|NJxse%kLp{r^zfkZk~U_CHh>Toi!BmOCO?T^DEPM@2
z`(i+VCX&nzr3iQi!bjkoGly&cSI-Uzf~ER&xc6Jp*Q270z~q@=q9~NQzo;?=mo6Nc
ziHR?)Uc7y4S@+|I?fu;y1ZQcf>X%>92$SJM&!MK4>hi^_0e|YlwXTp(iMX1F6Lzhc
zfS)ma`az{Mtb_aX5#S>W56KD)WYV%>Z;qTi8A_bj^P#e(nR*$8=Lha_OwKTq$f;1h-^A*udM7_C+^%^<(lnA0TEc6V_{=22c_aTQeY%=a^?Vt0!UPfxcI1Dw8
z(3nNWv9jl=lWCjiuSYQqC47OI2#xypt$*;SX#G1nIAkEe5CSI#Ay1AwFX&UD$QUpn
zNjX6fj!Hm-jqlf>%YVk-3&?4ECv0aUCC&xrK6;#S3#s?9DYtc^mp7~CHBv0p|Lbl3
zBq{|V-V^4*8dyla>Ohed-_OnoO{9lLzVCqAI
zFy=aodX0m#isZft=aiOH!!f>@nKJKK=-Kc$H{bQVRdU?R&s)!@`^>gB3$A@~EjRm*
zWkU65d2xzf_3p?M8xIx*X)QVsvtL--y@<7VxZir?CjpfIkq~4uQDcA32|G+9KK72a8$N%Tw6xASUn39wSX}R%}{_r>@28vEzg`bD;FPbyF@nT`zi<0d0ltA^Y_YWI>{f`_L}=2fJ43{tLU7e|lLt&ON-phK3oFN0IDt2-?u(GHlRw
zm!BQPt99>@owKh4#8P*RvOUzaH?DPD-$eblWHPDgqW>V7EY|&5wlMw~+VM4IC&c$l
zBzEGL|B*@V##Cz6s5=-B>j_@)MJyEmpkc%8YwWf`Liu`ndQxQe*W>ok316^mS)joZ
zSJyat9R)9nH*plp;lZg@8Vwfxk)9;<`p>xhWxr(ZQu@9Jmg2m9#Se!{6T7^~2Wkt<
z%)+VsY#$#U$nigw&_lfsJfrsik8&oas1DXdR+fm#4^9B?{^r!5FOXt(F7phL?Y4jFKiwROIJi+0~i#UGmNEPpFDQqoa(lVaBXkxO*JM
ztYAHqs4ZehBvp|)$7d@0%~U?=0*RD=$MqJo%;%UGg;Un$O|pVP5GMw9#>U6V*z{b_
z5iV+QnxZ_+VA4C|l0Q0#g)k#mor)+lE)k3W=I#?t{IBHhZ(1$U(n=g-tAz0J4-Q$|
z^wWRK2>)EP|4(Wr|Cgu|!^-f(6~ehP`sPQF!3d@C#zsNg4;wa%8D3=3$1cn|eTlwC
zpoQD`-_I+-K$D*68JBnRf{G(pWKjxbv6D-^>QO&Rl#REl8E+5`1WLuY?{D@YYne}D
z78Dx9xJ=H4zkmd^T$msRDU(#7TPPC3atyd;hK7e2-0Gu8OUv%l()shxGpApMKs}pV
z9L=N__h=Qq25N2%Kih8Y{^ujiP0Gt?`}3J=LtUw8z%eaxo~x$!434IA$Bt(iKie?n
zGV{2UUkjn=1RbC>khcg0B)S$aF?6)8U^4tI!UQhjWBTeoqn*E)i+&)colohAT#o*$
zjuneOYCabgeQNlxNx8=d+(!I)bv^I*FkUi*h6&^Vlg?+HQdf^Hk1aiu3A}NFcHB@}
zUsq>xZ}4x<8kiHs6xR~S8=v)z?m_n3^5_I52F&Qsu08!
zUjHt5%}qCR4NwPTZv9!{%H(zF7eSXDC%;9G!JCsV>9-V!vz4!wR4v)`B~Yy
zxrk<>UZ{U`_`@453d@UZgmWo*{o3KhUy{Ma!^N-oPrLL!LcBp+Cp0iH(drX3z0oUD
zx|AD}rWq-^ENmj6Yke?%J1>-GpnY<~1)n8at;`!Ad$9a!P8{-ml42GdPiKzrhZ*idJ;19d=Ur6Q
z)S!zz0aGb1`AJtI)A}OUT5GQQiHRG-8Bz*leM5PmXRl|B_S)H?V_g67`AD`b>G^!c
zPtBJ32cL6@VoYk?{!2nAMPtp~E=8AtSpflVyhrZ0>YZo5S
zjvl%8KwoUl@c7W{d$^hoYueIMR?aIt;v5#r!*s9}8Y@5>r`njPp3`?jGp*R9jzq#|iEHl9%z5s|xy0
zYZY+V-9NXw(8Jzp^Q}Rij&)x9s!#kNnT>Ne0r!{Ow==+;_IG
zP%t_kZ5-{mJLtvgN-=2(u?FLicF6)(5aI0`J>i$c8+H?I*m*gz%N4yBo%Dbv-rS
zK^h%{JI)$UVmFDaY=So}#0ez7h-OSiTn4
z>?CP8BX-?NVN~K&mL(;@DOdP4ey1fm5+hoPChbzgYgPur8HiWvF>9sTgb0`$ER45o
z-P!k_6H2si(>2+`(YZ}j!SYG32SX8<$mqjDBzM80j@8u
zO%kz8iq5fcE>j+LUZdf=1{c!FOW5@8h5QEZK(IV&YW
zk=fEC(Vd5M;@qfl=Dcpx6eM(o9$v-;6{Wq
zn>btOCYNzKaQTn{0If@n`PXM$-S;y;6@t**+S+f03$yZ3@uf-=Ce(%G%x_E^X!p)_
zlKxf<`K*23v6M=i?3i)EpvTOUW7`7iQb&H?-1Vc*^WGQYj~ZWEF!1o!nDt)ef8Xf#
zu_mmQ!x?OOP1BMoh9dq}EAEd~R&1Qzd>l8vKcf;`mlhn$Epil^-<_@=YuTu`|J&n@i(~
zLeF{ACTWRSGc0U6%tsu*yqVQsm(d9<+JI%wkfnDN+IAo9jvJmN0jmxU>_eQ8#eSmm
zY=Z2AASDCeGdmORo^S!>-dLwhU(O9zF}m3P(t@x{L%k0iNOPPdOx3vrhB5Xp+~y7W
zCkVHnt@CnQO-G~f#q!*}dyHf3MBtXlcHa1g`oY3@2*HW<2evuyV4O#oIpLoweXv6U
z5KfzC!y-y~_FFHbdQ#lOgE{%J6h#1T$@9gP7CWJHBbFvn1_|#591xc3m*R{-{bGT{
zLwGQ7ov*?Qe=LY;C;S=YbTXcG892A8uqXCYU2$;uQVsF15aWnNHEa*8->(0!&rqBD
zn1DM9?{O-Qx1meU#8vX_+mtl)bnM}>E`up*^ncyV#8s_+_G
z{$Q`)xwd?O%&?85%_ZEenzfSCWae&!P1eOBb@F(h;GQ@FnX*`~17
zC&I);TsIhOgpU?v6tO(&TjTIzO|O`BWPDDT;SspgMy4?=Hq**7KSFJA^*gU7KeiMB>MjxbnUm+9TPhK>lL}2X!_sZDxTecKc>Hr%>U$(FxyT~NjP7k
zK@%pNm_0HV)nHWqGTyB>g_c+khP`qn;^n@yy9=Ud7HKlNwG0zFOyItjWw%BMW%BIM
zeIn}X;$pFMf?ZRuh!^P_PGa>bJYuiv?yg*}jMX
zQ`BaR>hjV^0Qzy#S-aRMo68@E}fH*$hp|4nx
zNj(@SYQpOiVRM9sEFAf9HK#!sy@`cy7^P$>Enzd0P4=ao>>F5)`sKH|+ugf!hmBdhZU5mt{Pi~F&nfge
z6!}Q8V25Q85RO0Q~W=Lp*FAQCDYs1hsGELB#EsKnx{a1|h
z39egX^4!SehJo76>`V}uRMHLiTRrbzCq{=8(;7xahDmGRgpLxUOGYg<9|pO_hAjdR
z4M`b1|I!Yo65h}pkhnu@3Xn*$Q2v1Zm0|ee3BDVxn1v8aRQu03{AkQ%-JlLgJRe0G
zjH$q};hJmwzv`U()yh(ryADxSmihGQlgZK06b7vuYi?pRp`0=bZfR7W*s0vA%aHH)
z?Z}H_6K>=9&;JV7>H8YyuY6^2?C{~HY?&XDQeBb~{7ZcRXLWXTc>S7L)}uZbTUS?~
zvwL^6mOLa$I8Z$<^4E{d88`ghTYCf5t{==qrDWzb2JO8I5Yy1l$9>Ch
z@7XVWAbIaLXPnh(s@S{k(KL;!L*857_WSFP>H5F$8dXWMU0u1!SKfH|@msexU-!-r
z@%{xb_Osk6ds=-~iFa_??RG>RZpV*31sFx{z+BI(Aa&?xuDGzVqF%wc@knvyKZR_%
z*wqSSg12VXrE7i7+P5^1Gsg$$dEDl4!0SVk-L~4*{ag6Bj4PwqQpa#+PW08Q!U$dx
zz#1J2m+|buhDN@0UY|v$!bz5mO};M}m8S6Os@2=jEO`Y#pu6KhEJ
zQ%0u6P}m5XdR^c@Cpp~&sI}Co%l+0$!yVib`N?~+6~;S@z1UR)2Y!9Ok}y2g-r36U)E9d34?uom8;YID)TvFOLsvu^{GD2~cX!q6lf3Zs
zo^e9`By6Zrt2U?q{+%G_KqDHJZW9Q)=8~v2MZFLy2s1Wz$2OBtf?YI=Qxn!$6chI_
zMq>(3tgCZC+AKGC!OQ|-<_5&wJNNvIKtTKrwoxQ{(C^WS*rj(pl)MqjE+wGHGO&N@sY7?d2$9i=4K$X48{bGKHj=pO){hU7#jMD=`rc$PU
zxU9^6-JmY_IdwZ{1$&qckErX!7v2wrZIC+ta_!IIUb&8aSM=H8++B6Wl--kdDe>iF
zpC%_$%8NAtqBy6S(?@KUB!w!D8Pj?1*+~w+a<`dwne96(ICB|KeC^t`nj94eD1M1^
zzsIlj7|;@CsS8iH2Ve@ta1~^lg#{QKa2aYu^Mr)@SbWTuiBIu
zLMoEY*(RHmXLq{XId5L`n{&5D%)*V34AVyDUJsWJ^|udZJuZu%yYzr=KmNw;-EyPg
z%(%*5b{iZorF##LcPN(G+EBOBD0D$vQAZpZH2>*2y-r-m@&j#_tEZJK@I)%{s0e~K
z5k^keU%F|{s?iP3OoWQ*U;3`@;H!ek11$Eetgc`Bx>co&3yVi^Z1!Z}pbhterNhIK
z4D_RB=)u*^**>A`aI^dLw=!s-i2_L6A0}bHAoN|1gaXu1I#|P}v>2_gV1SqudsSTQ
zK}Wk==)wq@FDmZm8#c3iLl}HRq}*rdfl0k4uWIDmFmf-AFj(wPmsl2TTd{FkCTxpX
zT+FWnTwVC3W^HzBdaAv7(34Y}J8cgeKJQ)aOIUHex;Sn0kc2w^tGZdS>)x}gR@5kG
z=N4ME4E4Sm+BHa2X^R&Zrlh`%uZkMA$_QQiJ<|3eAD=4ebw_G1)=U^Uuq7($ME=r&
z`ttpHwXmNInN<=oigEv$f~hVDeQMlmOj0TP}cgWA20o#QP~chc
z@hiKf4`J6HW6f(F9JID<`Prkc#j;s;Q)g9}|FwpQ@-puIPyF78L62LjDE;PxRh$uGx
zK}S9y*ExVi#V>Qc
zF}YnbxH_r%$h@{Wayp5~LktP)!oD2`au*Ymv};*@gEVzdKl(IrpHXJwS`uGg05tI`5qN|2Ub{NMJQI|
zV4&a;7xybA^;@Tqu6Z_3`^V%N!L#BX(fsSCxSW?s_&qX}t4V@khw)F-nz%+?+}W{)
z*~8Q9hp8md1>aLqe*jqpFDh|osR-LBM=)KI6|uB8VvDCA*1u=xAO0u@knx^HT!vHW
z<_FWhrVre^T{ztVVV*}>ce)%FCLA2O6R#N49O*J3#B{Pi<3#>`;8oQ0_Yk$PuHc(#
zZf}pofaskzKfZjw+O3U@SO`NI1ot#fz7%_1HJEDp#)iBj9<;cRex{qpVnb=tjSgqceA%)?6&td)J)vl-M2aO0cG10v<(zO&
z*V=lO^e-De;0|I!o~`od$hqDIr}MaK+laYLKDE!u$>DQg7crPkaSu-W0X+2gEIeo6
z$!tc$sCJ{*-Eu#$d$%StK5#B7tO!_D4qSW1Ltux|WBuecX2B{mu20rD7<&p{W-m>^
ze#3^z!baUE@Z%2Yi3MJLbg%F6Gs{-HC#4LkR-E^%fKMk-r4{2kQj_WvcZ10-sEow*
zhZQ}96Fu^SS3rYCKgohwHJzP}R`TI{2}}G{qt8x1)c1z#kFk(=bIwigU~Fo7=dHqI
zzxrXpsoqzb$R|~Qzq-rQQ&f&$YHD;s=AMsQ&+X{O9wZuZ9t=N5+2+bp(cp^fe16nn
z)ul!&!hiTRIant4f8e_~=a%77cJ`71elOm+;n1%vC#-c)MhiZTbL=W0R7KlltL8mC
z`36T5v2hbBDzI5hcKuaM1^?Q1Bz`pjMxZc!(SpES-_cG=By@;(2wM^Zr;oM5y`932
zDN)@s?aWJzWXs}tEJ*;>5zFtlFp4ni$*2`8Ad(#`!&O=di&Bt@IS+`yEod&-zk1WA
zR~&8nkpXmBNY_tMQGygfBJ9Ak!k6?A$dAkd?-<@JX-(k`DXOV3br(O?=I?vQ4-D+J
zh6@Tk))EDsQOMi}mcJ-um!a``pB0js@}z#S?}YEiO*Yt-LDHI!=r-r#oIVnHyGwq4
z@*?E{$`aYwL;&>2SalzS=s==sX6WDEhuBU56kJsV6u>maBStt
zVPnP|QJO$sfyx1_=&OXQga16QrTafVPFyv*iWnUg9bH0aCwOQ)i_2J57OiU7*q?_u
z`&nAr0iIVsy#=8Q4vewMdir?qy8PQ^e9L-A$2Z*5<32viBeziMuV1@1fY?&;@uP9*
zf}w~<{FRb7*M4%~jPtLAPpqDgj7Oi8Z*66o1O)}@X>5)o{N>q?sxH!Vq%!!4;_x|`
z+pGJSz1SF;o*)~~HIyR&&;Oy3wdKamn~~J@GiT1+a$!r{FtQH0_c$Mx?UMcb_F1s*
zf`yrBKp#~lr5(KUWz6#&wIY~gmDjA!INOXYolKNoM~St6_ikr-&#K3a0;&!jTG2bq
zc69e^VL$xheR*2d3~Q7S2eH$isWyK6)6~@c2yMoaJ~s}1!4m-xC3Bux#5Q8=*rT{?
zHL5IiF#r$oavbdjaQ|H}jb+7zZ;3
zzJ+Etc=Gy~R#Q%y;J9WFxS@)=RZp4MG
z$59o-?cCeVZ@_0#aB*UEZ&KiVk9Tq^u;yK6f&Th&u-i32377U_D=;e
zGQRc*k6#BUs4a}hUCjKj%HIA74IxJ`v1vX50B4g!7$fC;J96+~0xF%WR5JPB&W!U&
z{Br->X{9wUZazS#3&-v^$?@&(>y!HT-^s26e5o(z47=#WT9Nn*LVR_s+Hq0)-n|>W
zf9wsG*DvJrAiowf?{@#W8G*cXBW_@+92!YALCKs1V&WP#Os*cgc`qQTikJwmB#)nBs*LXaupI_<2?Fl{KlLdI4bzU=L
z{8&66q#o?7KhGFpm-|e7_8n|=F@cvnqTm-pMv;iRU>5o(yD3N%lL^7(pZPx;iS=^~
z<-!-mc;Omj37Rv$v&H3vpWjso#@ibzx+m}dd>abvBiqS)YizkVv|n=fF*cO1WiA^e
zMJxf_inmMp(1dT!bw%-R{=HqlcF;dE=mEL&%G5m_FE5Pfm2!CC6dgm%|2Ge<;5}Kd
zS>s=_{e!`UGw}>)2e48e7_6^qt2kC&{j`k7>pe~MgEAh`15#yTcVceV^|v5^;Ik@F
za2ooDRfHk5BkvR9akP_KPdAp}`Md?z!L-ohs{PsS`%+vadfsv>KU(f$&mFhxdTr6S
zSBXt3;$%F14Vg1EK*!(C2aBqi=;S`3|amJ#iu6?4#Fzkm1cXhpNn)o0&@5O`>H
zOvbbKOo?$;z~Wi1J~t0w4#agjNE4|PiiMdwLBr?D?L;9qY@gh~yOj9r
z!0M}?oomS_OR$YnEJPu#tz&qDD`)o$d8}bXuC41_v+{NRyVUHH3%6ceF%J5&Y`xm2
z{OEm3E}XK(KSIF;BT)G9DwUHj+Z{30VAL(})~$)`!SuDex$w0~%4@Q!QZk&t)1o5(
zh2e`|gAOLR*00}+K-bjNsX)o^)Tvak!8Pu#QZlZ6&k%myvaTD{#5nfFs<}m-M+uS=#Z2uGu37)<%pUf1JuuWEV`}zO$!kl|=xA#R1-3v3T@V
zc^3`)kyIz7dzEBud2(``H~M1JD>ap>bCWve9eGh~v4_zzBwC&@j7q(0IaY(iUsAw7OECwkDOJBx^g9el9Z(iQ~0pYP@ZHxV^_~L?swGHtAS@#hAa$M
z$VIE!cFwhe7_}>AklM*Bd$%ar=_r;Iv4kNOt9H{xi$=vm9<~o&`>ML3vGEjuD
z=sDNd6+djtMBi!kO<$iLMbCYbJV>n*d^ES~2fb0Ys`Dn^2R}pt+D4BX7tGQvfU5zT
z4Dmfwmi_z;+W|Gd$2a~;x9kD`9fZTQ_!8CPS+fZ$@5{^eJrWQ0A5JC7&h^2kPo0{s
zvDt+MEIx=l#Z7ooSlCTY?p(9QrD-Rp;cu;`hM9i)WgR!;G)6x#X${M?b!Pm~whn@C!dP_$Mw1049kP&qCG1OnkW+
zdY&0@am6IsiFonbY`pAW({}*Lg5XLR?pL!(eaYg**rmJrw!Tb-V`wOM^9Bh1?oQK_
zJ$m<^jcrstGZ)q=M+T!Kn6}}=vz;hUUg0|0twV=Ih%Yyn`;GfedqHO`CsvOQc(Qn@
z|GUDyUS3w@whuf(x()cF{8$`mxkpb@iz}%3?2(M{+23Py0&d5VelH&>u}{%&cYYO(0g=~q_R96~8@cWqbC>7OstEIU=GDfVCrH9guDy$G>hHgPHHo&6
z{YWu(1s8^vqiNw&CKaLTtRsh>Se;Z*a1zp4G*6svVCOe_)Tm;bD>|w{w~_rk88rXW
z7Z^CDQDq*tZrwWiZiUQpCPV~&sd)I}+PB`bPnb={T^N5Nn7l@8%D>b2y|^7umA8E;^@d46<_AV~zPcI7
z%(m%@|6weHxmW@Da{bKV`;(`Yyucnlzn~y9JNpPYrdXtC2tt9Gxd!4B{Z@^s)s@wG
zk)|)$!fr{Zi4L$dYw=KH)=+;SdFH))9y}4nx{u?WpwXu7@1}(dXj#oBwFwih^8WMN
z4pS|*ilAqB`t<1uIEVPUQmdS%m5`qnNOm3xk&2jTC?h7xEjuZH!C73j)8MZ3xErm(
zca~TS@X!nZkYbfFC+91+7@uxi)jl$v1zR7Br@~m9tlcDvbEi-Dgot%zyT@GH+sLQV
zVaAS&NGmc=P{zf!U9x2w;VDjySSB4j)9)^r*f#SZ-OE)zvpVIb2
z=Phj!JsrcSY4froH^UVI>SyEf>LcIv9mMSg#6p&FL>h<=J7=be26Takp>Jywk+zC-W^V5K1Pd`6|U@1dbDoja1i~Sz`7kB)2>k
zCktQ4$AdAmn@Oa#>!P=zZl9Oe*w{{?j4{8#9Z3(O0bi|y&|;WE3?N`}k*8a2Sy&bj
zLu^+r4?cfBBRP2wS$zfDW~kBXFz?AIEIhR-?hN;N8D+I7kcNJ#yI@#wi^r6alCqEE
z+TU8uc=oJW@1XW3(9@jdr@E5_pB#Cb#^_VNon!in53CN;UUqCA0-ikU714iGFT3k8
zF}czaWep^610Gm)HJD7)N+Kz8eXgOw5*cSx&9m)M!+rBLgqn(_JU6~QPb#+4V$CkM
z^)Z*rCh0wZY%#vRya0T81$+huZsGG5|4qrsejzaD#H&EHz`;H2v
zl)?yeiL0w?EX0NV^DEnE;Bh$mSl7p`Jk$0}L9=MJ!PPu6v9Qq~{~6O*suX49_aO@|
zcO$K(qjsv|!!bR9O?v}96rL*l13f!SR%MQNsd}qW8zM6$ds^etBu8V`sIZFdAxYu-
zs*LT#BE0xNvNcLzFDl1t08i>;zrh$QLc(MD(?X`Z5
zOXK{GQjZan1q7smezj;#-1!$@oS9aiu=0t*rp=of#PZ`K$TTYm^hzU$#jMT)sXjli
z-_`C%*+wCK;)_nE+JL;Rh(|7{4Jtl(xH(qWRLTcKHN8W)o=3rB*M`^HSFmRSDbd=U
zChn8&C_Pa{1MI-*C-nTCvHfS#qY}fPr_$#z>Ae6e%9Wj=8l-_A#TU@XxC!rWPYwG4
zLAIRqQ3p|XaCDk2hoX@kOX8Lw`pl^Rk;-@*Jq~@WAy2sdtZdHL&!9#ooS&RzZ^Gjk
zwD+v~n6sbUc+tw8WRXKY0scjjaoee3w7A4
zuE8Qa5k#V-?Af58=jp}<8KG(+B`SYIls1v<#mR1#mbo0uO?YP9f@HF)k6a$
zwQ>qgyV-Q(?dpguAY*Fx<12cA0mgLJ$r!dn>;;m3Dl^ENr4RB%Gk9PxW3
z+)?RGiU2WIxU=ASJDuUn2rsG3tw(f=N)T?I26sY%ixd(kNFIuH@3${gvzsX!+hjxqTtkq%n6X#tzK}S76gI`%mN#xe3Yu7TZ
zl2;erVCB+L1+3b~9$%2c8qQrq=APRoLY=D$-QK#8VKLh@53T{W=&saNGFU3|>wXYa@7Gvhu1^
zH+#+}ZV4VBOg*hI90q>4{w>$iCp~*j-g=6jlqKdEtE{XZ(%$rY`)kFcpU1t~JVddj
zSC!$yiUwx+(a_#-_Y
zJ_!5iFzoDa_2xjmCKBR`HkGqmjo*>Wa@VvEhDk}82j%Syi4IY%r$tZFo-)OR*9fg}
z6&8R7*$CDL*HO&a7L4EYRfR+vm851QiUJb$!9G)>wmt!z%)exmVJ~yBW-a}lEJ*FH
zWj1vo)}C$TwP9#0ZW*rGKgrgA6u>0sqT!St?I4xBcq?2Gb0msF214853fNz;gpAlG
z?|e?L{bFu;w0sLo-Nqo5y<-RK+PN{ykVF%i(^&NOIC@(>0E@`*qzx+)h{5AuIycsT
z=*T$-V5cw*yB6w$m=hEeGmhQt`aZKaHklnZ3c1MQSjYab=QCKXBUn7r9y-PRndt}t
z7_K^jO4|~fP_KghUS97YzU0C5R92BlMTv(d^)As{5Wv&dHXQo=*N`GNv%#KxC(~-d
zgj;IkadnH3KeU!p5uHVwQ8Q-1Mi4?NFAtG=U-Ldbl$K88m$SDllAi3oI
zu56?lI%G)H!u3kZ%7W13=drB%9rhI8VIBp}WiAO2w&ZBi!|d9wAzB!C&dPx71H0tZ
zJJw7TOaGV%TccWR52Hm4C>
zI?bDlh4%hn*=2mMI4Li0ICv1M0+}62-n`6fGBB(#MVI^bK
z_3Q7T_nc8d0Zqd`r=&n!-=irZO4YYPn+}~g@faJS9dI!C6bt}LO$QBbMY?5rf?G=X
zzs3tvzUBjwGK;x^>(-gNp|`-opoY_97cC5Hj_f@MVuFBhyyV?8R5LCW`D3{7K2#!z
zB9vX^S%xMb$aUiY&@=6Q1Pc%>Hr%Zs8`1sV)i
z9`$mi*c8T~&s^K*;P>ch2aVADo~7R4(&$xv80N^4n;mBsVeoo>h__tGyo1>xFX47)
zk2#pSuf%+GcN2)PL3@`+E>Z2b*2>m4)S#%h+IkhLvk%3^;sIQvEr;in8vKMY*L?NL
z<(3y-`fc$6LO8;W=ch!DiXU|zwbpvXO(thLc_b!KBV^vayB)*Sd`W-!F4B&G$jJ0i
zEs)0bOifJCk7SUA&nKEc9d^g<`|IYUqPEJA!&6ZMKJgpn314P`(!aK%AULk;YA%Ba
zfok^(Wn#)kq7^&JW5fK>q#-=qjX)&OC$8@$R
zgM6P<{92tyzd)(8&Pcyr4KQY7S3MO=NK09GH-Unhr{xcBVdKuTVK3piEO@Oe{E{!8
ziLp6|4c>n0h_}KIG<#ajsUD+OwTI<&j2k?W@>7)J*Cv}CrCJ->qH>6L#-(k0R<`|u
zJ@r2L(h(u?)5P?-;A;@IkMJ8B4bZ0=qii{JF8P)gt)IkJod>N-{DE9Nllg{Q
zkLJXCazCCWC+pqPObve_L`W4C718@nC4JsIxwX@h=sOyFZvFzhXTE&-Qfa(cyvlg)
zAz4{j!P!w;KjF$k3G-+VTk86;0Nt0=U}6^80A2eG3{7zskZ3OWTtAde;7|3GnbEK_
zM5leR-&i0j)2!J@2ICizlXU6&bRmnvwUhuf
z<$Lx_qnF@YFSeHR(Y{b$SaeLsXH8s97n&bWNFcsSpob-l!W&H-R@2u>TzIDH2i7K$
z5)W+Hupz%+Vr-nPXKD*0Hjx+?#N3Ra2TISz;8q`@<_!Dg$GG41(~xL_f`tYc?PrK8
z|B32~$H!B@FNS&&sa!L=nANmh2&>U1PGwcF(N|VwoaOwC6)1+hUg})fc+_-b*2ZBC
zRVl+wM<@*%w3qHvDd5|}XR>O)i=){E4~jm@n<}MFTwdjDNk^tUE94%a#S!2%Y5n{5
z3&Ttwz%ypzP8wQZ`Osjh@ScjFt>$lGVPSG(?J~;7#kT_H$4_<|8(i-(F=E|>ixsah
zPp~Fw3d4b0@&R58=?m(^&A^)NA$2a>Cf&?9KvSw>2oUZl?EQxmGo$I*_?Lyp2{Z+z0g868BIK}Ngz-6Qk5`i->80D^n>PkQ+9
z83i3qv>El!-ReD5Y5rtd^-#B48geJJ!he5%_CJW#vL|nEG>)rNMc#jAyn|@a=j3Pe
zVfd!Dn8P)+cHIKZ++gO0F{w!IXoF_@d}L30a!_R19Z}DB>_6iQHK@|H&&?@#XCeEm
zsGlxvd}00U`XkzXUXJDfOC)rR#1>LEw^MT@QK+_;m)}Ebrgu(mmz9_^S3zD2q*xvA
z__hV9cn3X$0RD>ct!8Q)KebUT4mRTW>;Zly(jTYiePdmzEIlPpKuR$L1(>^u1Y7Nd
z2M?NY19cfvJ?h_jZ1)4xXV1>vTGd@bq(fjY7`dbr>4$gfb<_+66Dwv#Qy!dq(8oubI!11gQ44a87HlXgj41!p
z-h1|JL&5va_am^vliY`zObWUJg=lkhDMDEk9XSlbLr5Pj8jNgQjT&nzD>JGh-p&6N
z@*bs00)r_u<96@e`>ZUqUR~Oq5}fwv-mb%CflpyxC<596(Gy9NQkFlb))FWkQ*-%S
zv57VivG&D9F~b;_KI1$jZ{(;^9%d14W&R)V#~*>faxJV(*e6;-vd}0=Y$&OOMG)d^
zv1n2#D`A^fm24r_(1f=x@=Y|CNDdEPD2td;Xk#P^NEE3##m?moi)~D}UwyC(AG~f%
z5&D1|8$b8rZSAM=c^BC*H|NK+6;(rcEl-1I_vZWsP)8WY*e^Lc+NR)0U7^^DqGc#o
zu?~v4ke{CGdTE6ra)kR2ABydc60y~HId|{A5
z@>|z}`fcMb@b7NZg4{#r%O9`rL*gHg}3K4_Nn&>ghYRq|oo3Vr?T9(@C7&
zW$3h#RKB5@^|B^is;SY-+Hyq2P@14m85j92h8y=9=NNVw
z%K&WmFuu5)TIW6Nx)_#$x8i0o1=xo^jj2nhOWPJL-06o=Xzt<#KSwYHnJwRGwI9OO~?W;Hu0$*8)?#YYOY$t*fSaL)4qRmO1pr
z-lvuDP8Ta?VKT(BOo@;)iWx*e-bJt?8j;s5&!%OO$ntZZs*Hr1(|Yo2h0+wPlU@I@t5(`R
zrd*l85ISGGHs)*Av?Hz1O?s$g2eTzs{cT}m0P9t!@)pI^Xd{;8rjsq0fraw4pi!_Y
zFS7rjh2i_XHR@Z4Q8F&pl?@f96$*@lX|qsrL$A{Ngf131L(p8D6S#drqg2A(yV8K%
zdo(h=iG@LwL~!O(kf9DhzQs4zN@+f^n`$whEcOd_!0lgDNggM=mFJHgz5Cq&t|C79|Ha*6+p?(n$4mM5d__y@g-SvfXGEUU?
zXo?+Q1mEllCR0*UT2)%eD4@V#@RUj3am10Y$Z`&KS$WANE-l
zA*J~RYvK&las(e(KnByrxI5lMs@s#kKF)_2e?flJqUI5oz|7R
z5ASlWI5d@a(dCOvM~Y~I*jacXamU39bE377XSHb8ZWfAoF+*a0nk!l;#o{K
z3zaWZIp$nhv88t{#>!|IwDmVPHn<9k^GkKL2PF{J-QH9oeGxyFzmkaIYSdGE$C@vg
zsHzwg_;|~q<`U}U?aYqA?_56bM~|4$?@qr|$OFY_C3WO3p8P%LFxwa}J?1#4$5*1)
z-OS8Rqye4v>!XftmM=rY#Kg&XcCed|&?F;b9Mjq;
zBujSq`0?F%Ko1z)d>XcBoR}mm+EU$?p%ir({^pYQ3JUuvk;FY?@9|SLN+x&65*BQ~
z-%~UDmlwXy{A{MHyeQ1suntIIASEF?yR(r0Qp=lLSa=|KXb&AFrbC6wUT8fdxp=6+vFs06Rc|9
zyMf4Y`A8l@X1`*-hbea7ef7KxcpTsA_mrIuihH=LfoKw1u)=THopnKGm#0mgs;HsS
zOCo+1^U<~*g#a6gP@76~c#wN_*3|ulIx0&h$z}riA`$bEiSfMfIWU;O-WG79(g#Pr
zH_+F=C$3~!*QBs(&M!{^5Df*WU=}dC+yV
z%>)xfp};xe$a1GilO|VjmKoZ@mML!bJHa8gR1!rTH&B{xiVmVTG@0$h7?~K+0+Hd8
z+mh$vTYrdn&OKj7pTqcyxfFOcgZIT8(x6<61=XT?ffir$R$coJ9i%{{KyPX1^=GI#
z#JGm=ArMhWj&We1#dwD|O(n;-jANDsG@Ut2JA2($Pz6z*t+diew?@(rdj6~T<|6sd
z^Phz+32tJrDj<2nw3d4n6}6ffB{UtRET@&)^4{@vvK9*0ijR-7I_)s?Ubhj`=EyZ^
zCDYVUN+(e7*OtlkVJ9@q6I?!T{Cv9hW-fCy_3QmFEt$`W%KzcA-boL|c%P}(YfvNU
zi1wG-hL6*kIniX*&m-cl9<+oWU;BuN_4}WyyEpq~RA5lMMEmeqv%ZH8
zvVXzn*s*C@+1Y#Gp!!UepT3m2bwm6Z;R}@@5xFxyU?N`*zAp&0vG}Xzj~7>#O?gvM
zVSp$#Ij479ZC747I-~Y1Njw`7F&inifw0q3rHOF%{COSmX@K$`p#*&XKx@e`u{dA~
zkns_WsbQhNi@YqUNaw!sWhU`Ai58+OT=@w(R58Z3Od{HzpF~P;}pm=y%O>&Hw
z&fXIqJ}egO`S~-LW-4oSmR#TaVEHp%S`{>r(13K(KD?oV63-H{;y%13dzm`LE}jLM
zKi$l%*T5k|EE@{=6_4OGkH^ob(e>zi$!#Ni`nL7jEgUv(9I!*>mu$8Mt(~h5ic=>{
zYbGs)MN?mivH9#JOHKmUjJ@$F-IM$6n6mwk&d?k%>?rtn*dXMgo>8w6-tttrveMgP*J^vmZ
zY66n2Bk}Bi+vPb~M_++;31ZF{sqoeMTI5)F6A~m`web)zXC}F9r`FnDJYIJ~Yn5#q
zKuQqK{m=B`x?FXsw&M5}b2*+fR|_Bw3=bFT?=O!B3-m%v6-bDxEm||GQEyW~*4;}X
zQF3yalK`_bLGXQ!%pf`&=@(scBsKBbUWq(Ugfb_9jTkr1)7yLY(8BBV
z-2(xpfRY4Y#he8TzC9>ve)!d;j(eJt8!*BB)i?9xAp54j8p(!<4hoFn?4z9N3*MoV
z{zj^Ds~(mOdl7A1y(320;2?)AIpb9Ui6JU73eYAJu6}c`;%>uadmdwxn2v%}|SQ2z_)i=dG_vxkCh>$+C1^XGRKip(`u31#SwDRpeG
zhJ-x%1))=nPVcslZoUTHJps*HhT2vFI0_HXPUSp
zLDQT!uhTgDLQQ-7VN{4Nhf9oDUD^r*Wvi}x_wD1wfInUVEX0H*ScPYgFm6&CVf?-f
z*&On%mPll0FHrS4a-7VzG?f^_{i*OYbUFLwa3q$M!9QaCQ7gq30dnXbRkq#QbStT_^zUi}6&
z8$rufgH12{0bOU8#&1>J!E}d@`bHYD5WSu7e|^vM0r2eRg)c+8Eim|+FqlNP7bWK9
z$%9Uq@azsjbP^
z7;QbbJce7b%+@yL4sx}53ocmjjUa~6Hd!q??%C17{^_%?d|Yq-@L?9!yCP#96q-X6
ziSaYGOu>asLy^iz)uVUIft;4A@*tdhwvEs+qH>iv8!<ue2nqu@yOpGX6CjTf5
zwq$Q|`&K(&jh96yB>Z=}3^!}DQ#)}>>zf0P9yyW-yyjhBUa^o0u^H{H1$RuBEI9!4
zmyneu$GxT$7g37h8)W`u#4aA0`RdiFnz^<|Q!^V}zkiWp1<7%gL*u=KAwgd0;gZAc
zrL|i$m6jrE1Bi9aN!yo=zWSeQo;^mVs0j6dT$e6q0|F%A_+7?B2s7&4bT3?bqVj1j
zo&2poE2oM0+1#;VV4!QDr8NBoVM%arsAvH0(C*W&`BkDkFxu*d@A?K51f6wtbyJ%M
zzp9X{Ht0O%DT1vdD)Uh3yem{?mG`1>VVRsoy6^R
zTRP2(uo&F*_AQ$7-8=8x(Wo|{Q1Rp_suqr%zgcwEct272FVLhRVJtEz>{`{w|VDJpVjNi?@B>rU|X
zvfaCPUp@0;*4O_0z~|p3Zb#lQmz4PQX?th@O~BO`RIy@s=eGLI3r~wQ*1c=PxRzh<
zt)xIOf+E9%5@%-{xhY3gKS2~Q%^Q+)Ck{ia7CW^U%&KqrwYgi59`~L`{My|NdPfiIDYEi*%B*
zyuG=0m>38ob-WU`vFPV>bXhtB5^c9>x}zpcAXkiR5S%7WVZnJ=MB|~H2olqrf1}pjE^`Bq%M7ppl=dyfLX{|7W@iab?zD?s%4CV8mq#Ve*WT3)-nFt1L
zIDDxC1I=qMb(?7PzK~7l(-7MRMnrg%34#bb?{g!1lUV!sCYzI?NjMf1&fGP~QfA{k
z0lCy`<||e-YumOhtGk=bk(t6fm>sdcZO9X;y<>FZYtMVg{JKo`Vfw?$v-eKzZFEuv
zo=pv$&JZ)~vAB6XdbEZh;*%w`S5KETgsaH40)I@IJ-Z#*?C0B2^c)#C>Ldo+$tPkE
z`*xFDRC6uiop(Q2{`J#~9<$F((juvx_RxT-@#F&BvxG|OP6x>*<6*q(k1nWsFQVvo
zkJnrtVlk}*JoIY3SI?PJC0g@1xzs>kYHK}1LI&Pbnd_uB|LW6*C9lWJqM*H)*-Scn
zK4N!4Fw!;E8g{JuiW7|pFL0^0ikvn%hLk8wyN0it+3qv9x1^?AU%Lj4vkVbuS8I9#
zvS6;S<+<%7&tG4>bg2~q(!+SjLt*7)VzP&MgAx0CZ+c4ObmvUvDF`&%jnY;24djzO
zK5C^bAXck|7W#%mEYB&O(C^UnZV$E?=*^m?ivlMgG_*AgSDW4%3N%jMO8FE#f3Dg0
zkU3%TQF?lWZ}_U-fDl1~p#YZ5G1HiSe(tWN+O-8ZI`u>5(rm66`Ql|VvUf%EB{jnp
zx5lk&6_Tzrmntz{r{GDX2!ilBm~44)y3&=%NNu)W3Z4=}CvQ)S@u+XQb?<)n(W4f`
zUq0lAcu>073b))zA8+4mak@7L$^+h#e#`xap+{!qZ3!&DaQ3V;?Me6R*T<5(n#3;l
z0`*1K-f^y!&dbZ&A2+}AN*M{M06Vx5^lqc@6{AHlXW_ym$SJ8U4ccCx+RCj9<%-=-
zXDCTJaL%J|zMLyIZ*EUpGruJa6bxeCZ7NI)t8uymnKy3doVs3zO;XTkAq
z9!rmgaZ+O{8PUUN-MTfFCOex2YxD;)=`aoDe60PYS6|0CIiMfta^+%pxbCJ+^<9T|
zT(wzrRk+gk;QS~>oa?IkpZrV@XBQB#pRpKN$05h~;CZlg&#~xuW%f+H`)zIa@8!7D
zQCG|{Hr~yi9WjniOLVophD%jbYJc1sqykRqJH{%oMoo03M7x6IY(YbwM7V>)34Gbh
zJFWUEJ|!YVbAD-qcSe(*KR{buZm`W@3f*;zCbC(Bo>dMtouE3%_>4_%Lrp~*qtq$i
zktx)x0!d|N`gUzf_r4{L8N%W3TMTuMc#_L<4SP(#dQw(lyhL+PSDySdNSdo-*~u1o
z
zti2oEdhs=M&APifV*f@TJb`RLwX?c$&V!Xr53if6*gipw9+s3Wtr@WDBtw=`uppDR
z{_MuC;zv)OSQR_+u{LeiOiQVwmcG6)lIey-V$A`;%_t<{PZas2>DZ_W9``N=5(tA*
zDoqY^Ug$J8la%}ns9*)3(q~6=P_oj^jMefa7-?Z+e8|h;Ex5QEp=f
z|KMt7^0E{Y2vF^jldCK2Z8w7(1z;0LM`h5fmxYy;Dy6hB`HK(SfKQvnhXijm@ow%5
zjZ^H;f>6m7%^nF5bbP{vO@s~_tu1^2<>zn7ZY9(wYDf+*UcT%`AbyN+
zU3tdzrV96NH;W!vJupFU8vCt$!M=Ie3I>l7X-i4y3p;qGt*wyfrw~q16ts^U4H)2(
z;jM^0h&NKHeAT!?1@O4s#N1oAGI_V1n>RX5SiJi&)c00l-M!DFNh+!a6U|=#ta#as
zn}-(|E|)4nSMzgn0+>>(th{%2!4#5y{L!P2YzCk0?H#K9FeAfTr903^gPm_?m?^`u%9l3Pw);_CE%;|e
zXmVOwJF#u#OgtF9U_lR}qG=;D6yC2seQLr00RCG3K9z+-=R(EtkJ~J}2(!sA%>n~m
z=wUL+cW3k$6A(|g+0*m}l8ys7w#>TZy?Bd%M{aJeqxU^ZfB*=n{L~EqggkpAwB@r;
z1CY0*>O7Y_ncW|aB)=^%y_B)H{-|T{9d^p3F$YJ
zvCV*oZt_fw+;f{3|4Zf(;)lU#@!~~P;}5zbYIlV6+LFeQ8I*z-dH(v^SxHGLW4Vq5
zDLPW=BcaV#r#a`}x#JH&Kx69gRKX*A5_kDkS=o()&tcMUxEkY5QLswUAoJeP)~V4f
zY!`1vV9lJb4GolS$nnWzMd7Q3eGtba_W1F}6sgoIz)&rDNEEa0pB#ujbo6LL;)C3H
zMm&7EIgCguu)-CRJvC*oiPtFieh$5dSD~4q!KrLCR}P72ub19iZewjNF15QJA0r6@
z94uS0!gbs_fU>O^eF{4PGm(<~1XYyRihszP_<3~L(j1qNRKts>ey`@RqH=C3A@szF
z0;QS(NdMUHuq7;LO2)JH33}kY?1!BXx?C_;K>}&K36_+0}05
z%xTlMay5O3G)qcaQMgD^O`-hwNQ(|X$;aQUO|EqtxGAura^3%uj(M|Ni5J!v1t#@?
z4pYflKH@OW_`!mGadd^>cf5exI0k5@8Uwd8!Q~5rDwIETHyVacXjSJJKD1lXEcVJ0
zmO0#@;8XnTu?)?l62T(-@fvjQ^A|1pt~1hffx@SUNja&xFRpFM-#Zr991s^E1|w$9br9d-VxOs>cRLvW$^qy8NT%x_I1D}EIZ2AlEGTHosdBs1>0uW3rgHfRm1j1mZ~U!EyQ;$jGjoIx1vr
zqFOB)zB;_zzmb9MI=P3m;UunF`uU37J0?Vl{3J6B&ql6&s%
zVHZBl+;S&?TQ;{7Y)K<@I`6J*w&~8^Z82hWnLoc#prtRmiq~j@JtA9ANf_tDs_2>f
zy!&O~$=i^7ms+Ym@(QyZKbBS>1}A{y_9*|!-3YKVxPis-?x?6hfIc_ED^U!n^?iqT
zF(zI+Sr8Hn5iPDCyeV7wdZIA
zszyY4`;KK570o~>V8SEYE_*#h12li``W?Z+Tlu4xolfPa#l49P2~h<0Xmgqu=SM<>
zh+tZ93UBT()vj=`OJ_g$A!UR|VdDl$kS`!tb542W1O*4*r+%0^b!u#Ud;_3bOBx4(
zB8Z)@U_uNG3``vyw8j2~kMQEiI2)VB5<|Ev5y#Il_pnUor%l4O=!SU{t4+FfYXH{n
zvB?3gQj`7nZ{M%0{d1-?`s2Y_vuE!lRdfY?_sFp6rb%VsQkEN%yrnusfRCR?0?f_FIEN13+1-5$m8{@y
zX=ycK9!p~ivxx5@2M*MxTQx%zvTfI{92$O;q=x2=b}0_;-aX*SYBZeGW`DynhnZ^6
z_`+yH{Nx@|n=-8>SSS6qa_nu*MVOW%mRguOeB*zhnFI~gwLkBW-{3$L2*kHvl)ZbG
z>fB>fLTYO0lMHCoGu37e9VxxGgX6f+ii!>B_eBd@D?QJL4w*y(73dcr(*n*#U_|(w
zL4Bw851Vgyjk8WM=+D)KY?I*@g}mf!1S2Vv&w?yu=H_lYVVice7GnE~Z8uYgY<w^fYUN!ZgV!}$@*>Gq0ljxeWFVzl9c86#%y1bd5
zZvOoFvEtdc?z{d$?kdyfrZZ=@Cy~DXVuClEOmj*6Mm8$~<(zxgUuppIfs-D;RXun7
zrQg*0gBzPUZ;Gs60Zrp$*(H7_lC)
zzN(RTKfBUbufAPauy5MnVhDE1ONC$grT5y~wmXKQN$ZjeOPg__K|Q|aJ)FAqw8GmH
zt6*hfj~r1kZ-fCT0OodXt26I;#Nleakthy6n3y-i7NmKgCFNx{8PMc-09LV%PlkcR
z`%mrZaY4H%MQUjN`Z`6W^*c^QH~lV{8_rks@mKckA{Ge%hlFSG12~g*yh80e_efW9
zb_VEz8{$F+X1Vv#d74UroCFoiG*U1;Bm4o`*8(o7$ssl?`B%Fz_6<{Xd|DsVW(PP!
z7NbY2fV)1acvLhIxi1gn>$`&XSG?*E7PNR6bRfF&^OOD^3pP3_&+smEfO@Vii?%mt
zCD16KGV%UqlNnw~7L&fORrGj=LP3o=SLgZjx1kYD)s@w^y@L!)ht{=ft8O=}DG|(f
zhT+LQ4`;MxgSsDJ8Y>d=eG?(Uysf*5^oD=lfn3gf&YVunM$Xkql_09A^6-rV=pAt1lsc+Ql&O3c7Zf4j(H{Bv-P
zI3nonK~twse*?*Nuc%1GCy!V5opWuA^h#Ad`}Un@_Cv5Iot%`(2}ox^*z#gOeCJAU
z0$z$$3ht^oe2{RRawR%kNp!-o&TU_o&SUUfz++WL61+bt(e_S
zPcLP~Q?jxE!Ib?FSa36S?^f4*eAsKquwmGKhB!^Q_Y&^U6kMpuT#?<7E|O>I@s9e>
zy^S-0G5F#Wl_|6eh%q4)qjo76EO|+?c~Zd^dv^4+Fx(M8_vL~?zaFJ(i{Cm)t^ePV
zC3WbMW0}AZ3KVo%dit}ApM-h@x_fxUk;S+}bv+ZF9xVe?_qXiw%4r-uh2Z+^2U7_D
zw0&;n!`u4%P?rvw5O{)dCLaptOxy`4A8&=GQc6MY-f6nv`3n}fVE=oi0@
zzc1iAKyIn0vAg?xDE$1)K9S;xhSbMX6wIUUD_BwQP*`n4%h3fttS^0e%6?#gP1*sh
zwIs$^TU-Bf@6=;zs7&SM>OJ?fqgzq#bdXonI8lME37I;*-oEvBd+wOWuiCY*N7i@GU)$z-Mdh46+&D{k222n8
zB^+kS_zEhw>|a~GQU;;DYytb(@#cJxsgw&Bx+CZ70=m?N`oNv2SH|m+Va3mX_>N`F
z*t!#=x-DKjPUy8RZFbo3^2_fZ
zZdeX56b0BAxMN3GezMz_70Z_CLPU0_iMdf!6fOt$S4~YQ!ZJ-AopHRy+y{Q*>iTk>`-O#F5WebDGL<0_kLOL@;O9fJhXN|egA4^Jo&OJ=))U0SIH(iFE)+Ztq?f{1CVy?rS6$rX!-R%$AIQ0HXh
zst%0%#wR9j|BEM9JPs$_7|hDq9A9&AV!=dGxn`R-RTxWC$d<%DC~O?7p_Q_*K`A&Bn=rBA&}{OX-m-YpNGz`;KnZnMu(mL%G_G)z!N(n;>Q!GOgya
zc-*t}$Kh;gdt71nZtS$|p*!Dfo7JZ~=e8>tw>uNZ-Fo*9rlSqx9re#Xf49IPu?Y$a
z%?=&Lx8eKF4bE#9TSFawJ
za_*eo5S>jfA^Jn%HSdejz=0=j
zp8q|NcX#8-lPIM8r;FPONX^RNxhs3q!~mcNW9YjN5GI_rzMCRD1lRxF>ER3~Af;?YsrX<8^tt4XtD2&SRhc;?{Ru)ceb2%86G)b|MNt+~$o3`S>>@pw{5}
zfk@DqfHuY)OAjb~-kPH{8Wb4*A|xQA?_qxIVDjv%(Q>{~Wow#;f1blwVmJP-+vnt%
z=$SF{7$;AflzHZjYsy~KxM4I{p)oNNsSRz$jq65Gkig;&FIfgBFDYA};MXl^w(gZ1A#2a0mtpBv0F*-V<$B5?cm
zE;Oa_z}g~JZUKxn#mN!Gd7ugIj
zZX2&~=5RElmWFLwasyW|fAntGqt9W)377_Xz}+}S{D%Gq00=cX|364BGd0__8_N%~
zV6yBMyvr@Iv_Xh98j<`&QF#2g3~#ul`E{-N$DRJ6-v0gTTUVL&U$1Hk6>>&dZL2S3
zhTH%u;#@%Eb>p@qz7g;Ben730XU!VNlivp3frfR&yUMRU6Jl6{ZGG?WgU>FzOAGt(tGiIQ;L_(q-O^+7dsrG~qK&hIbM
zWOp9X4Rk97L#Ne8?4I~Xvr1bM9vY4n*n+)ynVz5CqrTqF{pH*GLp%X!X(ejG(e%e~
z3NsQ%j<0PHK6v$irOGy|CyT~%-hjzo;hs|m@;Q+B2L5I~W=uog=dv|x>fTlEBQAl6
z`hPKd`4ZxiKk+?vpoj@Ep@;*RkwF-QLbH0koq4WyYP0{5s3#`I7`d1qs5Y&KtuI)X
z&b-Av&;XH0Lm6zb>|#a*_GJ7!47Nq9&(Bf(m6U8ecyQ$NnkjJ$ieyOk>UXdS!)mA2
zW45ODL%O(gr0w#B(k;m_1*XHi#CfJqsS#=Nv-zXOwA1KaOr4y7h9eR?;MtZpZ(7Pk
z@Lx4{YYDHPF=wweT0IIXVN>zQNWllHpm$30O^sNT{Fe)c+aXRE-gciTi0Ih9+|Jb
zvW&kWqz~|j4*U*{n0m&=lTmuD&Uk>%eZJbP;|TAmJ#R{jqZ1c1X@!znH!rYR?xOvR
zzbBr!pfx&u=FA(9H41r}C221bH}(EAPeu-{RoR?{TXaD`o%E^M9P9p4x30Aq|CYOA
zG+=-XVIWrU1`R=7XNnk-7?eEa&+$7TFicVAgVkyd)<-scPwSjt_(#>^()1M^5@>%LbLw?GDFAYGcbyi7q)bruDs
zgMS03yWHIXf)Az{2+w?ig4AV43xlMuJoFUCKF8a%DV-U>{7uR(V+<$gDlFiek@45L
z&p~*5pa0Ks(RHwYn&uJb@3Bto;-yO|m4iy|@E$Gn!@gCOp|gbHKAo(#)%@GE*P;j&
zmR4qM5F0jo{EN!)_8{!vM2v<4Z{Ecqy0fx^FQh^RyScMxUs|EU=^RabcSu-{G8ny+
zI*_sbweP*P6~bE=Lm}_+zW?)qW*$E1VI%8FN#kNh9q=)Gup&Ioy+Ps6`>BVKsbo-j
zjyY|XuS~CO477@7N)@R0)syd7j-!herLbVqo06soHEYuBYyg)n97}xWgHwYh;tRL~Pj$Mx}x)IWWAv`M4b;*~`PUJa@WO84CSirfAdw5eL=_7NR#mW1tUmn-`Rd^ZO
zguD4#^?mBE{Rh)IRt{A?w=_i17z96LMo~)h3Nee)lxfFj&vY;oQH(Won$k4aPI;QW
zy+52_9F+xM+K*QPE)U>vswfUR7q$B1bBo#nI&ML2+|Rk_RO5kDTlET14L{aZMhJ0G
zG&=n2M2($6tNIq}wFWKL0uR_5R=c(;wrBWNq1<5!7k7Pv(L1MP8LX2+Uehb|tfCaF
zSWCi^F)jPV1_sT(n8!88@aXlD+48_WJm`}w=qaC=#dLhfux1_Ib6Q}}318*Mc(-?|X+xZjS9J-!g4tTIW
zyYTl+)7^tOduYKQXq~+KviF{;
ztCQRIc5DEF1j|+(rZo>41K--sLy-e23b=Y5B4^(EL@h&<%*d$FuUuF7!hL{hZ;4x+eGSO3g8J-yXJyGu>XMZctjx4l&+qOnRt>on)b(TS@&*o)NB%ebC
z*eM8xn$N;d&k7uw7*wD!bGPcV{mO4GbU
z@8=Vi*Jf7st~_Tk0}(04Sx;V=ZB
z`uepmb(G?-CKbE>wAKAiRhNR17o)vCZErJyZi1X*q0_L3qk*0LNHm8z{Ue53KWVza
zG~`Dws75l&P2$t;h=}ZWABf+J%Hz;Df*+8d>T}9{{*@7CmCj{5)-$Qz4RyyB!k}>T
zK&)3nU&@@o{ehID_|dczx`!Gir?}|oI|mXKeTHb!Hx{9Gm3jnx{@$ZU0lYsMCP%M!
zzWya&2#xe!^tglPsNz(Zg~}Mi1xx5lH}ixW{Sx)AQIdel%Iq!Ldmka5csO(!Pzx?T
zwP1uYbb^Ub2BJRMWGT`-pjLo9z~XrqLtv8vIB84!CMShQL?G+2pM0{XRAe~#6-4s&
zT*x013z#FXe`4DDW_fbCt=;4%xKjK`PMmm{the(01oU=NsR9Plp^O;hM7cm#H?mqW
zES(pik}@MmlKj;#w&pqO@M{2(d+Rb!tPFH=9=b-{g(3lp-*t60CPw5qmr<4JZ@i9g
z|LE|mevI>{%YQdij`XhfnmQ`-)%PC9o6KJ_KF%~7{YvTc<}cD#H{r>#`AAveZ348i
zSFU@%;y$M3k7Y;@84qP?4o$GOQ_tXBuL(R_BgA+I@7IUh9o~$y4Hc@hAaWH0|D3Qh
z@T^bp|FS6HVSVF~n3!k^ED6dbg;>_yU;8_PM__$q%%$o-@?OE#jtk-VC(W7_L@)$n
z(GdMN^XlyXxV>sp+e<831;M35Sm$*#s&T6unhGrD#JI!T@q%TmMcd}?xb=30)%c{u
z_cWa#hnZ|BM!9SWQ6l6o1RK7iZMQU+rGeg|b{Sk05!Z669O<-2semN%=
zqBlaw#L-Z&^9^3PKh)_9jV?AGnn+B9!ZvS|Wr@m2d&tf|-3AU*$lhjEtrub~f%`>t
z?;brAb9y-3T==ohcF_+)feeR;RvRJ^miP_V83%rKw|s18{fHb0EwN4z4AD_B45&*Q
zA+DkodB_MUp6aZt*zgSU(&#v%5kMb_;oCJYni;_Ehdpw~9zpm-Ux>)@oys!tQ&w6!
zwQR*u_J%2oDd)r$D^`?#`BIRpdad=iIy*Eu
zU=tJ?=+@hoHXB-M-A;qpqA)~HBrgYrueP;ERxXia#gQxjOOXXVD8ZJZHVE36Q9(5X
zE~xDcr?mKQd}ZgGWz2D(x)!$iWVGJsFKsf8T0FXc-;AD3IvOz5)VhesNH@eoM*aGk
z^S(Jh#BIo*4IV$BinA+awD%J*adt^YRjl9~X^A#h^@Gu6liT+ess*-uHg@
zXhu6xfpFg3c=@oi4bcx{*S!k>?aaJU8-ICICz;aw(nMqvyq3$vKgI}W6t@yrpIzJ3
zo~8ocVcyEAeIonY_W@Rfy*2Ho$#&q#R~u<<+7iZAYXlWv(t6P8SgHIk0#%Mud{N0Z-76l>fjZR%ym-96<2s<+&2YxRRyO(`(2G7O8>J7vn
z|JAhx9hAL(cY>prc^ZXRMb~I*I>2K7`sko)dce;R$-E^%cxN=A^t(vo$>=|137~G+
zElDmi*iTk)Zu=U3!qv+u&zH$S
z50j6ES1+B^Xg7Yxkth8VRgZ8f5W3#>6b~pUC+!M~A5&C9FibM`-pnZK&5(ChQ~ahN
z5kbx|!mCb)81^b9sA$0C#P!FbHckHi+bg;wLRLGP-&LlKWb|b3%0HI|Jt|UGc`>#2
zDR>6*JAhh$PBN5;CfH5#?F9WVm62uCic*(y@Sbcqron^)tM=~xvxPFCA##>ArLjJS
zX@U3E2PyE%Mk9z4831}>dO>th9bv_9n-Ktf$LVMBT(EjkL0ZRUq3&tTgY`x)@8)n=
zHv}}92Wm==acE!p{kynYkU#vIBcyC&8fO>FIF(M0_zU38?TcAGsFha#NP3Cc>6?QI
zQ1<^`z=9QKg04b)2phEg)wN|VVDjfqBiA>Gv)cw1TckE_Q(#Jf($dM@gFiY_StFQ4
z2qDBDstlxQghh5nA`d_cZ_GM5`{=~DxJ>2ts^J={Im<=HC=ilR_mnq4quzD~?uy>D
zloTAh6(1zMXuv$pAxM=u@lp1B7@3w~J@7g8&#moL|L#9D?$dZ*T^UaH(a2HTcMW_T9-m6(3gCq)D73a9H$-
z6@(c24ZewG_{~iG>WL4nrwfhQuY^Z)>eOis}sr^1!W-N
zmg$>o5$vdPs@GV@uP?~UyUv)k=Xt+7Pe2P#4T}Rmwm>RyMv?D4H-HwYsaTC5=`_q(
z!=+W#VOhuB8neFI^WVJ(!r>7%DZaPnp863K%EjfA19q-P7S&tr3+*;O3Fz!aK#V<7
z2MkhRn%C`IM}LJihd*yemx7FJE`zt?+(mWR-#$asHmLfE&cvoHeku!0GEJ94dYMGM
zav^W<=nm0Kf|I;gX*KPMEej&D#JpSK!7||INnV;%7Vut+Pcls>Q@Ao$MW;i6Z%mzrfr&CGr;O?;yshJeEd$?3
zt=)2M5uZ#HGJ_ToyE&b%M~Y%vI=((}@?_lw(~If$(Y0$+H5aKpUj!aY57(l3b8jw>
zs6Zlbn&y}c9r}Amg@K{r4RY=z+N(Cnf?mLUNZVO@YN)72;I;9fYRV`S7^I7PdoXo#
z#N<50keHZe3_GT7yQWWudwgxva4~HA&<
zKh^yBvIE}ZQK2Z!QE2&-f@I)K>T?m!P>JT|S`XSq=xU5QwxjOwrVEokdJ@6`_WZbi
zVxNW`bqCsHznwcZ&Ug&``I91t7Ap=(fVvtwtab!e<(%bOga6S1M%cwP?pLMyqJ*97
z+eDrG<1xLXYz^i~Q=Bu8;cp&i%2py8TbAKn-|SbDiu$9$*GC>N1-5>h5gwNURRp+|
zLxcJi*-h@-O2#xgc2j~Zw}hN=+)`|_heG8P)|-Dm@Fqr!t{XZ5xv&Cf0g
zSM=`~f#dG2%L~RcXpXXSSDKdHT!&+GKcM>T+Oww`V2l(!UAlCUNj=``_l3tzxTmi!e^2>B}_t7@et_8~x_jsYj4S8kabM~k5i;Lcdjb-0jq
zgV$5X@-mmLT4hP8{tc5zlt&$TA6sV_)+L;+pa@2i2qzGs@@am1Dj3drM!)9xa_74Z
zjMK#Q`0{c^QI2HMXYmuVxUnKj*C?dRk~D^UzY>xj`=#~#Z0h{Zd_YmG!@?q@QbUbE
z$U98jWv;}Olcn98$1||~aHNGYKeT^HNc9~3Ff;wI&Rx4I!$LExl`XwAc^q4lHD5!y
z4hRAuFHyA0#G(Mco}SLHu5UHmHXX)LK2lV6tSX@4gygt$aO4j1pG@2zHD~Wil{L
zsR#y+;)mUN4gb?)2a3s73{{uLEu;*W#dOK(y^
z?vi`4im)q>JD)lkwUEZtu;tFWk-RuiFh3?_c}s$C(TC4o7CaUvR0OlkM36*eMezKR
zvprC-ZY9G;l#6hYde@b1WO2;1(=N)?^~-2kMOuS~V06r=O%hM`KBi@w;m!Aal6>H7
zhXMN%^#{E;x@GfwI*$-ovNPVX?#75iL5ib;
z{D!_anrqq0D5yp2NjKDc9#VGob6@Y}^))HA@Awrje!aNzb6xTJPX*WieY*PY)oH62
z#%%hLayo;a<{NS@I*W+&zNZi-pIOvifneQGJ?q}&uW(ns`ELs=Lf3qg5m*>(n%VN2
zD?B{ykvIL5f5au8Kd=7#YDtCZm%EU8vhq-}n4D9D*-QtHoqI4u^Iz&_(Wvt?GI@!|
z+O$$^Bn}xc{*I{*!@rHL^MVnlJ-mtWv+Svd>KBQkq3UQS(@n@4h-JITS@+UqU8Z`L
zF76S4PoiT>+W+%ZjSJRz^~+7TtNTZ8uun*uy=n9AurLcMMoA@@cSUqsIMe9}w%`^1
zbfqv_($J#AS~f&y95(tYL3Fmfply5pcJVk1Qa7NZ-t%t@Px%%8K%D@vl7*C?>Csi4
zOxTZIJU0Q_M0#XBK_C7E+3@wb$2}$bi?~u`}D_jvd=J?I00lobA>6
zK3y9h$R0K2PdWvD`IyEBZ`$N#%~-XEk(h!>}nenU_t*eKUT
zs<5w~BVfcjLSbMFp+aeB?X@o`tlQ~rK~_^-0|8V;{!GABc-&79q9+U4JW|LYuu(S<
z{FmWI-R*}*2*?8hxZqOVoZiF#y3`N-qv%{4xo_2ym79J*xdLgwg5sAT1`UvDq&{Ha
zKx52si|0K$F>}oEL;PlGU$BXDadsBpzU_sBJ!Uaw&jf0`?}-NS!bV)2)#u1yRNLBM
zJyR`zK>+~83SrBl=z)@vpm6^;?pKgd_Wr#n+hk^Z%VawPa!?l7wlXG!zX`-Gbe__>a
z)A0-RvyA%fld<%Tn>O{B|F~5~1}Hrh_<$juM@69(#S|0+=7aoIru^f{J8c
z_!~mU{PJdYQ~p_iOP0tR$v3pm&iFS}_m9h_cRoy9qdVG-7ZN}#aDvz{_KD12zYG5=
zI?nm`BKPds$_$<^!kdL@yPKYd_;c1$<;#ozsI>QFxrl3ftLDl&2~j$2W8M$9x=*(a
z9t~QsX4;fNFKFD^zvV`j`-K98Spr3W7s(9pKdhfu0a#U7cy^JNe1pK(DaC
zq$TJ4%)#H0B#Y0w_+5Z}Hw1#tdxwf@o`?03bCJAQhKxleC#z#DQapUdpV%>fr$wH0U6N5vLkiNX`EXyCx64qH3bDk{
z7GR1oX$pagIz?(0wVOnj9MiLrxwG`rpDM=TF0ba?AVOG*Y5XD&gNYBzQ2
z4OYi&=b3NBEJW}f@TV49S|GzsmR*{~aHJVc4#`?P&PZjDz++bLAEKi{6)Nxv$e#>K
z%eePgTiXy;Z!6}M3}RjbLopXFOL*t$kFMG-dg;Wo<+gobg8aZ>24fO#Pob^F%SfW|
zMZ5wJ1XPx!3zBhsN_Qi5WsLx3h#?-g1p_C*;|TecDYDF?0%f?Jmt6jnohl9dT~6Z*
zSG@ZB_wSHH%@KzE>~g5q1KBD5cS7%imTqAfLCm=nLrFz$Oq$|YV~z&hBiUMc+Un;G
z*Y#a=*QX?A6F!ay8lJ~$BJ=+J7RbV_`1n0^wRLoEyUJ2xnyv}&n!jN26zIT|=Lh-h
zW=IPEy}G)f97a=ywE?h>#x}51HfY`6pE~P!fokF3&5u6PBK4ZyU7x&PnfNgu@A_R|Zl|{l@zkG@{14
zKlv%;=o@0E;g7#Gokoiv8zI~hqz_A^n2gHuJ
z`xwr7|Ni}y6UGbDZSRUw)=1q#rTBjYJE^0Tzn(nLYHYgAEqw)MOfkFIm)*7Og=iuW
zk-Z5(UR5~b8{-O|-`_RmKJNfvJY!i=k8zQ#iO$Nh@V_+m>B5&yI(OV%cqQAAIt!A&
zzfAd&cU&PZl2zMLk_u`q9-R#E^RV&X?7&M~RUimGX;CJGHwNp8&&sJ&&42=;XCaao
zjX(7UkVXKXoJbGi-ckOgO63vl^M&dc67)G!9q{+k&+51M<3Q_6m(OC{)EHpe7b)|v
zjiZ9~&~$EPdWY4-UQ<5*&Z=|xp`1}OSSxBHrQ4yftH;CA&d*=8$==S+v^?Y7Xnz`j
zM*c3M*+56dUlM0-vav#z5qjv@mM^IT$X2VSbbTY+)RNqjdc0|dZU)@_gJR^fEDUpr
z)63Xi0wl}#yw0YLHMN+RSz)5WUB^UBgZ>4LoEw{Wh0;lykp9E>Wh)bW)yx1|*$Y0O
zUBzDvt12p$e+T0@!>hbsxF?~;g#;+9fJbL`h5FU_=p^3qQ9jnAnP#H~rOSrMQxTas
zEoxV~d4!|hJaC=>kMx6;mBJN92<~Tz{-5)_U_twD1rU*RD%Ino#G1wwjkRi@Zo0z&
zxA;r8y}GlNYd3NjIeC@ofgA!dh;C75&Gdl*@jI&K5HY8H&eXepWH*i2W;e;vQH@bbCV>v9)V1hZ
z@sePI#=t_`xU3G9p!K;pqUlzCyQ~JUIz8s!H!z+?#>QqmwHc4nu_NLIGqqQ~a$(-(
zJuxwY^}B(^88+=v`5awm20b)Ddj<<>u=&u?2=J4_J2i`l&5IQXql&dg&s~^`0|%E?
zM~K@AbBk2NOxHEQ
zki;>1PGra*u~K~Y{5i3ac9ps1rWjo0t=dfFNthU;0Wb#!d+C<$l>uQpU9=dN)Ip^2
ztE#-ExQighN%Id$ks5|JYk)S%uE&FO!5fRIY7v&XUA@cr=5^Y1sy;CUN;IB6{gUqe
z+nw7DD=R5`QCV5Jn^z^S{X|VENB_ithxt4dcOcRtr;yK7`svdSf>7$%6odx5WXPPN
zrB$*M?pi$6FJ%$?_SshK(D|C1mI7i-9KY9~gaoeEC(^d1a)bDA)xIJy;03urf2`7h
zhC2JX`0m|ZH6q-g?~rPhdy5$dCx44obvujhXO;BI_
zlw=Z3+k}Ag3>zrU*ARLXkx(G(BF*9amqnclcq}Rx|7M*gynjfo>ySR@DR7M%VJ`8U
zO|(YyxOJtUt_)+mxwju)DY{zz(wU4{*RR*L@bl2)G8c|@pkR3aJiF*KXY+3r^SIq>
zMuZoy1PkyZQNrs=-OT@}dKfHB@5NhX*hB@-y|t7oqPasA4S5h}+{+~>Bqbp}-gMHW
zkZGDF)G4%BQ%VD__({$U4sP08uTRgO*C{}0Y2?S2mp7*6iT>5qX#%5$n6@{Ky0hIh
z%h;MRzypf{t2TFALTl-R!jIy;dAoMoc`JVTZ!u*K({D3)@nZ#^P*h&i1u^dK?pTid
zUTf&yhekpSc7R>k*kFA%#S+Aaoo8zPE;EdWtn0MJ+~sP`$?D*8uE+R=yB~zlFn4?>
zeW%PzA?1=(2o>R|{Vl8R@|T9*)dzyd4G0bHTy#6#t&(@a#NRg6IN|_OAsHmKEuG1W
zxN&34k$nw{whg6D5Wk24r}a-HExK@N0?FlV`NPlE-G-J(htD~V_D_r0y}{;6yyymlWk6v#%KR|-VRX=AdGa@J$v(MdQB5_DKR9q{010JB*rRP)#kU
zgKS3dB=?}0HG8xlKq9f_R41pVDKli!kUENPtbLXDYHT(E1(=yu_?6eQJ$xqebKzT}
zBJ!8MxZ;D%+ap%ft8J@RI5wu<(O15ayWuOphPZ47XD25UuhPG@wcM{0=VWJ4Kt6LUkyv#|>E7;MG0
zFo-7k5Iqwx$be(|b^kSw2?&*s&ivuU}VuPq*rYKZ_L4knBuQ%jbHjKGD
zhEKs7o-U%7rV_FMdAV8vW(H*0g>_r2y&(B8K@#_vTBphbNNkaAM0VUl0F^G98XEDp
zv=;~;vsrNtBNPB#BRw+Blm!}sk*h-2zM>yETb@gNT#g+kiYpN~BE+ludH2BZ?#l6l
z9(KgQgDWB6e%-&Eskjp-#{V3%!i&J>W8Llgk@`>V_R^h(S(c6L{z#0`;db3usq8y+
zcRF4g5|8PNVOIqPA(P01f~!_!$|&4;?&8JjXnGhn#*tN-B_&)sMQ-XhK&TO$YQp<1
zL9iq=C&(4owZt%f)F13f?_n3{sPPBZUnb5X-tA6N%Ajn|c)Ox}BfVQs+Sl^6pZY<&
z5Ef<9myx*Z^wq{|KF<)p2Jj7Z1lM^tu^>)F3r0=aGrpMtddZpUd}i*(zrR`tc81|3
zMM!=#z*k?0ctm^B4~lY1O-+rS*lkar+9|bmR4A0?5)Y&msK$CQb==QMg+p916_BY{
zp){x?4#&oNM>uGD{rGU-Z{ak@88c3|TPn5yOmQOnl?NyD)c!6Xp4BsWKxGMkx)n_=
ze?}T9gFbz->AyPjBB7Hc_W>ZwF}5?1f|gOh##z`2oH=%RWju}5w4|&V(f^9P>F)h^~+l1
zzerh*1Uu(e-*hz=vvIczX+fVS5&Q+dAa(Q61E>dGvF{Yo3p3V9NsIj2ohbZqRr7M;
zxJR9Sq|Y-^NUm`2Hl$0-@7w^xT7C1jOXk1E%3A7S9^ZA^AQ4BTH43TVq6wSHwaj5p
zMsxUP3Nv1I@U#sw4#6WR3{q_T5tS6Q&lqLI7$$-)7xuh$T^5DG3fx;?onYrg#%|2d
zk}i^1#QzBUN1q4Qb*vNZu#6z%WDsYw84%O!@MbZAfWg8QLIcA=VZV8!;-v&HxSaai
zKB8vBA0PK_2lnq5vv|a*phKn9^;IL~vQfr=tX5VKhkXLhN3{^my=dVv;wjuYk)!6z
zW8r5(XUMKpA->5$R9afbt_>vDi~E3Xb34-sjw9AF?n_C|l9d78r+TLcc5L1Fvuwy_
zyljf``vjfEf$wrD`g(p}Dysx*S~hiXJ7B>Np6}4;_XzEkl%b`sUYYr&GtW;n2yFKd`ZtG;9cUeLzGY`YVecH+AuQzh-(dEdYHdMPfEGU
za4xa}L*Jllho`dU1F;1;vkTr5jD>PoZ-SzfUxg*trkxC6tPE(224T|FsayEcZ|F3V
zhf?uwg-CLxvRU1+tbIv3^{JW4I@}J#HC0__NOOWKap9<=mub_k4*(z%{{G=u(14!3
z`iD4(Tv>xCbNLZYE6jmC_;!SOe%#g9TuwP5@dcfsLX22W2KwVn4~ju{g8IzZccqCZPfmE6
z0-pPduKF=Db51e(DCO9>cTUYo7j28w_@EekV`KCGB}Gquc9=>4I-A#&*&j2-=D@0p4-Ka51(z
zhIBT{tL}CsP;I;Y)PpU3-FtUwIxoKVG#tBQ2dacI)vshj74uk9@=@T{dz$dBCN;&L
zYJjNjNGPkC?*4bcMtXKhg{WJE0+Wn*@ZgZNk#RytC
z@W}VNi3yLWn!kC<@Ct~DAA}3FtQ0%~nt0zQ36arnek>aE_YEd@d}A29ywlU|?Nwv$
zig5saFT`A4;gv4qUY5A&FRz16l!+Q1VcFZauPCC0xv{4+x;tLfb+}HD61gF${dqcm
zXfa*^L-g}_Ref{i`0DCre_RR$@7p)NOGqgaF|DC1x}j>!_&DO`+ZD!?UQrcAdWlZh
z9aHu6oNRmJkf>pMW?fqIC0af2D#BJS%<0tC+y*i4^?0ybWjJILZ=7)-6@}aThqi>R
zn_3pGqb37dq}-AdM^gMcxj1n@Cz(AV(Z?Y>g05Ja+6k(kU%74R4?oK;nMjL7XUP*O
z%&2<#rD5qJ?*X{c3Z?<0B!B~`&Gh$&4qzn1)tS7edHFE8sr*|RgOVL=@B>XmG(f34
zK}E6ZLfA&UerRV)fWwfT3Y3gamFDP~Oc)O~34|Fr-nwU%DC6vl;{j+jk5^xVA4
z9Ca@|9awF4+E1J~xw0{%k1oByy;VRDSgSe5Re9iC%K^m2n*wL=Fy;zw1!eNi
ze>>S;Y!4I0MVV)6uDHA9$n@!1%Bl7t>n#2~1Q*qA
z`Dq-K1zgGC*EYM9~>h#m=8YMEu=!H4HhELV+?B_RF!$MTxGM@QQ0Do(_!F?*zV=Idrw`;lqX%rlwOi
zV8)Qa7zV@8MW@Ce@B&zsv8*pA8yB6nLaMf)vEjEI9$qO1d6cM1#~gC32d7lH;H)PO
zgy2<7MfT0RvIwMIrJYZ^hz2$ZHr~^m~?o^+uzP0Lwo$jG{xwg<^@I}i)M7Um176K}(zov$?iSw>^d1GK%y^#LI2)phEV<M8OOx51`r*u|h8s8SvazFaQ~~to`{Zxy6*{k^m11S~=b1i<
zHOXhshR-$fVyBYml<>F_eVZsj-jusrIM28tmJwpZxxu
zzajJoM;LfJnYVh8A^
zY{hI9tGLkAkm;1X4-2>+O;>CixN3-=Pu$tJ@7`hU(-`@xC32sU3QtQ)QjdLw!nUH8
z1;=ToR#{ZsCgeO(Lq==iOsV0l_@kha6E{67vZ$h2$}~zn5Y*_;PNO`sgBn;7D4d!h
zVTG|cMG6h~z+I0#XwdzvyB#_b3G#Yap$@^%X-4Jq#EdhGbPn3qh{94(4@A2b;Oz&l
zA1g~gQa@&tC;%B_bCLR=1sJ<>{6LO-XHq~WuWj1xkrzsBG_y_mMDCzTdf?T!cki2E
z-_9&mrA4Hy)F!%e3%JMZpYJ0L1&B2#{1sw=;C`RcoxG~3nCNwxewd_nkwQQ^R>Cv|
zr5p>6tf=Vd~(LtW@b{p^gVNLYY8`Jd7aT&
zWJlg$V@ki$+7#<$IK@1CG{1D_Vi|`kE>0M4$a|DA1!f2s+4EjF59_+?nVE_VWG5Ha
zii{f{gMI<=Ip%v)wgh{ku}PfL<3#&`h`ETZw!2Yf#9{f%5DyFN)Fe;C+wdMm=1j?c
zI(qg->N1ctD=JrV2v+MFZA_|InPtstLNAolDsW
ztI%h%i3uGAu;=K^3=Wuh;8k4%|Bw!ilQd9k&coKWVva|FCHObYTr-5bVsD3Tlyoc+
zuW*>j=YUN+Y86gj^K-i5*@DLak|IWWC`$dfI5IrIAIxB{sSszpf;gtPcwppQ*K?1~
z^D`VQTq!CAz@%?lumEr5)?6I{2r1>@x1>7-+z?%E?Y{uQ*Um7NsW7MQL2j}ArRECg
ztsALl$%fL$XXZ5%pd8?UVYWe+o^RSDJ9`K4T;L-nM>j5
zp+l~IOV+nnv(CNDKJNKoW_4ep>Im;N_GcU?J{ou)o`p>{K58kS%FEep5c;+PjFNFD
zdxuVq4gN6B0}GM3(kwNR7^DOWbf~)Q=jnh!WWZuyE8P-pSf;BW$hbB#)Fk(wVgN>Vh;t+-gZVh^hDbI~4!XX;lv_IBk
z4d8ule!d&LZ}Ntoefs!==rSzGCIR!|DWk2dm=Nm(J-NEZw4G(|o;}U6H3OfMLLSsm
ztlq(8Wm;Ygeuc>jwYwbeJuAuh{*>}Q^U<1R5RGI7HrekLXOq@bnFf~d$R(8>rrc{+
z2IM`_EFE4cHpC(-LmK@RjJ{Y4pi8mit^lM%hYd@BOM46h*D;@syg=R
zCqr(y4-vJ+yIf+23}PVZObP>5>FhBaQ(AEx7l$j4>sWr<{M6+e;PIf0ne$c#Jy;{)
zkr5B9mblbfV>3n>*LQceFk&FgNZk+f=i-YdRH^V8j)f6yWam?nYX?4lVo$#e;&#!i
zeiRYRAIAX92X~|{zLhqUPe{m+VRMWh1a60;AO?%F1v%X;{Oqa?f#}eJNZT$s7cBSe
z{_T6=t7RJ-D3UV(s&Jwn4+X}82DP@aG2`gPVuM6gR7&mPSz9v@U?vE)Vw7ePTh-a9
z6|SVt$ies*&Ex?BBt@uBw|J>nQFFn__0t3EMY)Z#7-9}=-IbtV#@$2(q-2-n_%9g*
z6{^D(mI$w?RA6=sEH$cO;NfP!gMN&KtHZl#uP
zn{`WNuEAp?N~|%f=lHZc-zFd{(9DMH-D_PdyE`DO
zWe{}gLf_j9x>ziS98BzS^Zj>n{VrD8OdfO_VBeu%tFlXwQ7s9eQ~Q4=7n2&p&(&3g
z#vzOd8+S;8KVQUh`SO&YHa&-qv0gi6vD%FBV*`$)+aCPHM-_i*$o;5~yNbJ8&xv7G
zumR1shx2(cXfZ$7v^
zG8$kLA@@}xS}gkL_~hPu*>guDgyfS!L~$zOZ|8s(NRG(UtaCB>JX1LI!82)F5H(Qv
zA_{{wY|J+5XIIvRspb-u9s}xeA>_l*`r_ad+@~`BW;v!L%b5rl;fMIib1$^~ePDQ>
z+cDzMgi@0fCHuOmy7|CRa&d<3`}LvNLK1b$y?b?awfN>Z=HXbj3+bLrBJcpnrW_#G
z4$Y68=;Qqw|1m3H9XfhGkK^W5Y@w8!&hrbI1C{5bjk`x5;x
z6R8r|mY|BT6zxx3$-*)R*?>fQ$Q}V%2q<3XYOb2&^{%IOeu+h*I7_$ph^U?BT*;xp
z;xz7geWT~sPFA{B)}u+5F--!3j84js2-geDH#vDF-MsiuA(oC$NO%n
zRb6fT!gwVRDjme8iW+`*Xs9pz=zUGoLn@Y!haf&cy?h;nd>J;7+MA+l{tBvua{g_n
zw}O9wbA+ChicPe|u%Hl6_;q!E)3CA@eStGHh$vG;lB;;wKcjJ%$92;)M79ELo4@L6
zw?7&#{aP69S5PnePITUi@MBzI@Wz8iyHVyG>&x{gl`3KxCtsbW`Dn(xDeeZjY2ABU
zm}P&5D67Ayu5xKJ*cc>kTYum$
zW?FtUdsKuZ#`PJ9*yz?}u0ml@)~*{4)xY1&d8kg}s4z*ZuRWdqbhE+?uQN0RZZvyU
z&c9HFJ@OhToJ9y^>uxs$Hp+I=Uf@uZ*K2SDW98H7HRd
z!u-a{^;>HSpev6p?)(A!K3_5#yRqfwHTB7q!vNcUhxcA9KXCNuE-I1OcZ+W{J=aD*fo`gpV?_)@Z=O|TTpk|aP&g$8`{%bP(DD${(r?3ob+
zazAeA^jcaxVNS8JQFlm>+|-wsl;d{0WzwG4oahCGgTb4bm*`E58cOC(LZlF_S0xts
zN_Fg`vJppG}|t?S##sx6$mkV&^^*V!V0SOA;DnfYW8cqT1g=9D|5SFb_>gp2LI%s$R)IJ?dNq5_oYjrx_c*cut&@x}mz_g{o
zI3pAy^x^*0oa}7a`NF|P+?|>4*NdcuZ(>a(^8gb$q6@J`Z@8-ItnH!l+35W*vjZ@C
zuqs(5Zfi;p#F5S-6wgWL>eHw0h;KSFG@y|)>m;?9Rno!uHDTbYo#eW9T?;5OTr$!f
ze2{V4kEk5bbCuo+7rQw>)tXUxNHHVop8Tph0jA+d?sSewqaM77w9h4Gm152(oC^Hp
z<^`}9JN8U2y6p>WmP*$YsJggz@A_Z#im|JOT*Zbaq8~q=NdE8t5;B*rkzPd3&sx(R
z#-45pP(Wym9QPBw-T>7Mz+E~ld3FaAi-CJ^Zlf9!4I47nMB_Jv{=)z*%bC~b3Rofr
ztMf%Szn8bSkyR*Wnhr|P9pdWd^4HV5OXc78EAzpO4-MmRx7|FmZ;JMfljx3^8(peg
z*=bDZoEYw?Zel6xFXK5X5u{TJ_zCRnqjgobmgAj2@2Kn>YBk528j!&{dLv
zo1Q@`<@@Vj+~|n-XvD$g9?H)uuvayjFQFJ?B;j@Y0bBy?l_vhRPV#rX{;V
zJTQ(Yx3$rb9I%{^46pan>&eOSnS1`zfHFPLm^0_x!KGGZ|F-q6Ed41T!cBo8b6?aZ
zHOQLYsb8p%NweQ`{o#0(rBg;J84)0~ewR{GRymB)>M1*M>z^QSNKF_gUT2_t^udDY
zNYdIg#gcRoo;N1#BDZ}L2C#7z1GMGyY*A=GeCUksA1RLDf#EhqLW9G=8ES=z+hX&+
z3*Z0?5vmFYsU>3H58$8GbEqb`+L69j`gQk*2$1QEhRx37YgNs
zAzqf^DApIiO)*nf#MbgHA5C@6ReZZ)bN!0D13~CV9x&8U0)Kjq!QT$O-{x|37^mz*@Ejm90
z1un9E=Wh^#Pq7i}^Ny)sV(ZL#ES+}eWKktoU9eudbf(c>E>0S4;R~Q25^p<(ip>`NCPY
z{
z+cRP4cRO~~wI{1@wH^nWi=WTpc-V^)4q4{M?@N#WfL0eyat@H4pe()~Ii0$+`fnI{anCVBQIU$m3{lIJ?YzRdk(u~xv>OtN|oLruD6#|)ST
zp4o$wg3QK-WbTyn&6sZSh0dxi_E#yo!^zdxzB|;t+k*Pg>Ip?X)g{?HD)DTAnz)r(
z8nW7do0iLbK3cfd|Kie-j1`1SEgS`S*$o)L0Ot$w24TqDlpi(Ir&NE4Hn`p>_y4p2
zo?uTZfK&1a{B#XVER}
zPe3RyiJ{c7ZSlrL0x=5$+vPwei>2~!c(rJ8cOb>}yZG}kcpeaGv~KGGr-q9i7VnZe
zdQar|2m$D&OOcKT9>(!Tbwaw4Xx&{l3Dw`LvD*0<8+j!O51D2
zCh35$C!Rb*v42M3<$OTG3?J=JDs>{tnBNyj@{jSM$a;nQJtrJe03@8u*g#1h(ko&1
zL8F-qn-XJ9K`nTMqW~EH_;75IhP)f^6|Pw;8Rpf}@VevYw!VG(G+p-$*KBVS>rRY}
zG;wF^{}i%PF4Q=9#>-qIVnB6r}UWiEB|5qV7QrTtFbd`mI|9{AX6M84^!5luO)v1_GRkg8xD5pBQrzjZ;@q|$
zWh?QWhH&xO(^3-N;1MaMZoKi^ib`@DMTzC0z?MNi-{%J&mUNDG8S4zLxyWH>e91Bc
zxS&^KfFz@N7ub8@{egtOHBPuml|;HUaPq?|8mcd3lFkpST}u88o1LcJy0o`Bn(D}1
zNoO$KG#5I8wsL@^|0Uu2VddYjU#n3%vFvhlr+T+$(`fUr^S%a-9kT*nb>otxf*z~>
z$ssS4;YpCz#l`Wy&Rq?_*B)&C*w(8`dRXuMjvGI|e@|LjU+&Kor53b!BH$Ls^N%U+
zJ|u^THe9^9eryS!Ic>)qC?sz%x%MFW?J4TU^V8+0Zr*H&y$ru&H^Qd?i@SFAO;T^=
zRmf8*_(@^8Mju7#S~kq&%Xot37mu4GHh1qHwY;;}lpE$jM-HB3ulqxK0&c8^I9V8&H=uDZSVzj|?t^>NU!(Z9u;0yT<&
z44us=AZJOPc`IKzP5z0=;X{TDnZaIgIu+J7XSg=MIHdn%Uc0U(T`(-I9ebqPYvNkY
zi}8y$QY7dB6LAia2A;ZmHlr-#0)PXtK}*sa*REIi^;dzlp^59KpF@dg0M9J$C|+}V
zIL@57B+mVlrowz7qMG3XlD5d7erU;tq=l^ssJdCmC^GcI8utG7BwU0cP-wR$cU;$p
zt4$in2rQ^H!Tr&lS&k~-?=yi~h&<4L_+>2Q8pDUr>a0Fw^X%fb3%T{sy&UI*wt;XE
zk37RGZhHOox!?3~&+sJopk34TzQJ3=HE!(JVq|n*amO_F=sE-`Eo2Oq=06;F>9YCC{W?-}?wyQHr
zk9!?V6MjaD(qP-K+~Mr7yX`_34U9nr$#}h1d*^j{GLlPjpf{WkgIKcwK}rlq$ZQ`S
z>*Q+X#0k-}`3A^!I$R>PS9QRE!Ze?MAKe|~=D^9M`_>M;KCIxVU!B;63}#24Dq0I5
z9`NGA;#_R*!o0m>wsjpO-lRt@*3pTZ5R9~Uog~p;eHioxmv?s>@szl1F5mt?I=XBu
ze5N9%(bW~#KC5+_D;fm(toh?wk;yA4DY3)>OCtHWA)CF9Cn(Q1+o3_S^^e2tj>=&`
zZ{>CVTds{(?y51Pow;wg>kP#cg%qQXj2SmG^@NYLSY?Plg|B3
z)^`Rse{Q#^Ys>PrvKRWoxf>Zuh5Xxi=-$t=a&jWIs$1m4`>ANDgo4m>nsAoU1`9`^
zWjZoyAuCVXmDcE`a%J1U*Mrr3Bd>~_UI1YTy2gxdTb?8gx_fG{RqFcpT|s4dEnZr=
zd4%Da7H<3#=Z4$0yO}&`zsS_DFZOhGKT$lS&rV2~5hd0id}2@-#!uaOiJ)B-rF}PQ
znEYuFA9)j6GMTQ2M5d+hufZ&zO59ppISEUji0Pm-Nc8>N8NiR9Iu*=+?P&9_YcZ~~
zXf+sX6q*N@ju$>yEv-bu*$JQMWslkN((Sh%zP0|xVNcohe4V;8eZYpuijdy0;d^?T
z{R&=1k+R{HKO=N1hJ8BY09vWG*{W|7lH|
z@NaTeX0(q32xPlw@%nK!`s?9PsNs{zl@kfDA~h5NgK)OOP_zyxiW^j=y=k}bH14oH
zJ<)uj4w-KZ&-PK)`la`T$;BD1s)JNd#EJjSx0s0puz`%V!*c2*f(_4t$ZH@tk1p-G
zMhoR{+i&yfPJY}xqSPFCvJLu;gUi_CTyag;IHM17H`vUCiCak5v8G>cnR95tJ7abE
z0D)(lnNP8~&VWsekHT=f@QmTZL?Dz2W?&UO6V#b9CVb#RvB7%F<3y!_i(Y=T9s9Nn
zPvTL4=GW=eV_Gfkto!_CaN$H*{p6nn+4P`UPpNfVIM#0N|MO9_r#I#QtsQ2x^X)|^
zo6bAN1StK~R}Vg-kvh7MzszZ8n_V|myv!GcFMq%1_=PT^Uo)mIDLp^=&C?-kbpF-f
zIV2|ATYc~}#gyb(2?_x-QvSXqSrBqOAbeD1YvAYDF?nm17byG2o?Y}P?$)X1vUK0?
zJ{K#S@7T&zD_eT=8#6L@1J1=E%|I1q*6@l>e@-$EX#}Z!ImEvw`Iq+w>V)<
zPpueVWjF3#Zt33ry8}mnRq1Tq#*1J8=g#fc@N~I{De0&F8y@HFWKjV~#+C5_#)H08
zEcaiYpE0HK&9vKP{3aj_LjYGX80x;RciPU=0upCcLO47uAw-Ll7QUqW7t)@SeKkgi
z(=OMgOBc%>3mC5PfnXJJOUy!4e>uV_x|#fi0wEFQZIyWH=+QKHJF_T^1uhn~hHkE|
z1b$gXPWK!l@~9y+TYjduXJh3Nd5oqCmteUj${qgX)BOBKom90pJ&lK&Ff3iK^z9#@
zekpI%3M>4)z)W>NZSX
z>7SH8nfK~3I`=(Dtca3hjAq4g+@j%2omQHsC7}Ur`7l1c$Yn@mR8*%>v%4up(J?XW
z2wK=E|Jde8ztW!DZ)V>(f)#{M^YhTAvRAJn_&)7OLl@Jgl(|H}Ht3~(d^r)i>}Ao+
z)om@mVVb6J41}``ez}ylV{z)HaaWvh&`BE%Z=zpMuyBdJZ@T5-c!eCPYMITl
z0e&15kz_po>)oWhU1dwV|-(;$d*
zu`UAd7jK3q1GEAD91Q`+wLcN4{g`tGAQ#ALm8&gy8@dJh`6A>XL}lEp#3{uKyb
zsDvfU5?s4}z4PPg@;T3vhjyOTB(K)Ry3|#_HsK1!8J?sOC)7>6bVxztzC@yn}wZ1u=Se?yJe?E#LA-Y*&~0RefT2%8_iR8gCp_SM0Ymf4;6D
zZCWqqM=#+P^@<(vYA!A=VibspiFx{qFYMB9Adq@-}mtr62b
zt_*$U+w2aXC$_y}N}Prj7byqF+saX$-U%uqe8k&9i7JF<7K@@r;zJ0OA1(M_t
z`vXBmmP-0nYb(-vCe7{g&(;vBihR@MMVYlnrm7om5Rwn{LTD!h8;&E+zti>X4X9^E
zli7_r1h_90rH2qKlWfgMu&g5N=LZ-<#_%q$yx(>sc~~qGXcZZFtZWLMy|X#2JnGE~
zMppTfT_vlyqZOp%%4!uQzv`|OsLOQl8Rw%C%!R4^&Oj`~1&`LE^Y&UD^y|n@d#!RA
z#VI}JhAd5*ck7=qO3Gc=>5lez^*5+g)3V5cewnhx-%WZ4myD;*s);Q+2#FD)u%ebB
zG=jo0h^=*3Q|i0DS$@WU+1tDv(}UbJ4`g(Bpz;vezW@Qufw&6RO#P@mYB
z-su-xz&5{JdTAuhiZH;F+e)IU*!8N?zdynmnM8|FAYDmD-<4aW4$rx-XEN4kINuz%
zi$rzj9dyWSyK!-7mE6=welwa7r_S8K*AAUKeOj1?kw1a<2Xpr9i9Eu4g(djN)5#Wz
z7OxS8{A$SRahaN6IWBSLzdIYAKDEThaCrkctkXygL(e|Z+3>!L;Xpf=n29;|m>pU_
zc@u)aF`O%lVDzea+y3l}D7gWOEfe4eEA$3yg~<3q#>VD&Ia7s{`>W_J4ZItU9|){i
zo)drhvLfRe52Hv?xlhdqAB-c4-ano!5pGe`PHwW3I;uuTQmprGkqGw~7~EM+iM(e^
z6K~92*k(|s{~1q(h%{~20z*y5pvDhBn|Q{8z9#$l5}hQvGU1g+ZrXYOEG@uSk(Mir
zYN#pg{U@7WUdL0#ui>o9LiZfuYvM*Hu3knUIqpRCIn-iStP_;R09%S9Gb(F
zU$+0sne^<3M0IZ32f48lQO~7KGhlcxF${~750?r5UUYf(R@GoIa=Sl`HG!@J8aoZe
z;Jj(=8)X}9J*AgXi*^PyUcGvi+j^{w>7RU0tr-Qc*KXd?<6wJ%MS~Ow%B1)A
z$K$=E=ii#V^7k}%cU>X*Uh~pWWLY9S4^Rj7J>W3Ut8Db#D|2cczVy3J3Yahf(lS5D
z%QK_ATu;<=v0Fa37}T^e;z-6j4)z5U{i@IgQU`ip6%ab+ik!?MUVuZhw#4nR;vPeW#e+HiK%*r
z<@pg14X-~~+k0zf*NNTdRb_^@$<6H-CO_3<*4Zxc>S^9B`C7YQ$`)@hIC3Ymqt!^s
z(HNbhvHHr=*Kk
z!-Sv$VBMdyKkAf8X(5(X0V39Jj5>OhR_l@U{i(M^D?&eDwkq3V2eEHD
z0NnR2{szPIiMKwLmnJMEA
z@owvwX#b)FIr4oyeV$y3;eA*b{}7?sV^NhocMP?~d84JAtgJs-$+>4sbP9agREJ<`d02SjA1s*CdP;SK>>Sd(|1SM
zQUS@c%08HH(I|)Mn2~yytmnVmPg+)7S@Wi-ygY2=onIZ0H-YVn1E0HMn2t`6x(w7(
zY57ME5a-PH`6{qf9xlZhohJV$$9)XDTXrzpw}5!%`77lvHFA>XvC6NfUz<$6afnxW
zuj{?tBf%S~q!$*B!(goiuHf9MgO5s*sI``sZ=hVb&vK5du{8Z}{$oRx*`!WGnB*Bt6
zP|hSKZWoG``a8`dVwzEDH3G1f@F7D(X2i|MT$1$cH^LajqFym2&+}yhOf1f%n+Z`8379m?N!|m$DW)ztbA#+Zc5E(xni8>iO+NUwjvD(MAQy59{;GIT
z9`v;u9Jz0ejf3&fyE;3oYZM!@@KaADePP57qkhNIyG4~(RMe2Y0y}mu|1+B
zrlyl%Z_A*3vr%L9~MT-*u8-T`eW}-zA2D$3%>8-ko
zibTd9VpebgpRD_H&ux*m5)1EUnyG%5lgI{Sw2fR-R&o{7T{IoX`;Q;@Q4-U>J^E{v
zon7(gEyed9Jqn|8RrAfHa9u{z?eeu0t!(?&m#24}jgN|oMZh;RXsj4=t1CRx6X}DO
zkyXI*oB4y@
z9Dn!uvpI(beSs+-oF_DM#K97RbG3DKcX89t;>{r-7%ng^-Dmuo7sojVG-xM~=?dXR
zuU@^NzBG}okxNaI?o_m7rG+%F|RG~&zt@!8cnO>&%uD>)@4LCyD<
zKhJm=JS)PW<|osT{Op~T7!UUW`gWX!F^B1L536cwILetpLN;D_e9x(#`M!~2o9yGl
z8dW%}6TINXz$Fg}XrNQ}{8Dyts)95E3JpmLtrL6hhepksN*MXOs;c8xbQKq%gaiTg
zy5+k?vGyy5E)5OW)vH%kR`SO41|sD-4Wxn>W;R(4jX9Ir_R!!=qnvu85AP}?qt2_K
zu{qgMEERNcbS#D;au$Nyl`H4bS>k#pquAKaO;!;xB`zQPf>U#bXvRnAn*lgg%srBB
z{doI-F-1&zk+HFA!=h$!@oKW{l`(gVZo%som4D_}g=Z<3o?bLuc!e=$Z7Mo-_jTi8
zR%twVzy74X)}7YdAbiMYmmXe0Kgbdv(05
ztn6)7W?)*+J)hmXoO)$e
z63i;+smlP!l4E%uhy=w3M(dr9r*2^WKQL7hWB{jm+MgA?efIC;0UFU6Zs*+-R#FP8
z2zske`#F$oibMH53I~1J24kyRQTX!j>JdifO2*^$^`AUSc$VffUNBDxC8B0!=e%xz
zYvcU#o8dxkaiTtP(|6$qNTrcJ_`I<|Wy+qoQA(zpy9a;Y@>)u#dvMn4#?bQeW$@;g
zuQkL6t|NMB&Y@BMvNvKeoDp)1JUf#!BTNARCcWWMmId6V_ZIss4qaH};XUwu_Z{V<
zzbtJ?HXPV7PABc6`QP`d>MrWG)_Is69Y5OUyz)8G2E8}1^Amg0M8E_zq?Bh!Y0Tln
z!V$&R0b`1o5VXPMc0%Z&lkt;G1B#4jrZ`68tgyy00M3Pgqw{4EPAda_fo`YMXzdnF
ziR$fh<2v;Fl_~rG`*dt66o@AQ#u@wO1n_T=_DZ;m@?MW1@Qg4fk+{rT@P@n(k;(=5-iPX(B{lJdS6h
zC$_h25JM?tkKRSZ^&qSkAg{Ptx5j!OIp+P!-1e7&XNJ33dr@Jb1p10`rMpR)sn{K#
z9G-Siaf)KX$F&9peJ}WDzg}x_WFm+RCAb(P?4f_Q|JsD0?f0KQ#dJG0QA_@b!$U9f
zBb5QbTBV#_&V|IDdE%;i^jP0B`#w_8DAJ8kUKWIi^Xn(C4*H~HyyaIUKu--*w^?ai
zpch@cAw-R$A{L!Jsvg|9B7O@4hvTy88t6fkdiI>miw%kR{3Fe>;m5>zF;f+S2L3QO
zruEWg!pk(DgDj?;V|MS0la*CJp|t{D=TXA(s)gYDB&3-`b
ztJvsG3Lo3u25)Zpb=lN89tdL(a0BO5aY3-Lx`wD0gV=`kdS#wyGlt>?!S!8*Vc6^$EH!S9kYB=&~Z*u%RJ`e4`22d(LKUGmSxs
z7SG?W)7MWL`=i^00TH$t9j)*wXVvryP!~mr5oiGbL^oB#{acTr@+FI9Sp|1}t$|hb
z;6oL$8YS~~BFdUzWK?3I+ucnf>5x3r%yiNC$}LmSWNE@1a{qWDkNd+SR3g>FU|Gd&
zoq|>E?D_MFTs3@h%^NG`61jgI9Rht0!-%E|?*-fON*FIgXOzX2Dkb#Z?mu;G&ZkYC
z&)y6$8VF$=<1If{K-oM+C^9nub1mi?J~raB8Rsn*q9xZFG9KX`bP0U
zloe1%-_HHwWM^slukz%MnYQEaMXW36`o;Ti6@;&_pzQ!{CQ`xDRQexc(jhqydxuSR<}8vzz1Wk55wj?{f!~^h(n`1Iag@
zpc)Gj1DiiTIk@Y=>$UP~12f*>-Opb*y6|YyvFh2K{kgC->=O6#(hTkyn%|*fet?hJ
zi?3DHA9*R9RHkXrUX;3CoqITDka3Truis|4OP_Muyxig_CkL`m3-5oEa;(~b{3W948SiP738P+{(j$=*F-(hVkYcpS<&a7;;Ar(=;j34KMOg$
zqvM%(=O^{6`|pn*iZ*_ZXnPT%7V#lgHr7yDq$CCZ{pj6K$;qQ)y^=BC(01K1;~mip
uN|$tQHdxy~vqpBxh%+D78nkA$OQesD2|92>`@4jHW=@@Jc44wj!2bc)vBJp!

diff --git a/images/rosen_der_logscale.png b/images/rosen_der_logscale.png
index 256e2d9f0c9829665c8a72f02dfed37825a1e6cb..42255525f5cf8886503de74613618fdc45ba45f3 100644
GIT binary patch
literal 48223
zcmeFa1z48rx;6UQfh{PafQ1qQ21tX2`hj$}qO_Ehf`mF1JCINT5v038S^*Idk(LIF
z29c6JX@JMQCXe?i`qFPB#%%DpA+`Bazdp7hnXVy`@Uh&*140`wO9hdNNP0eR}
zHr(;>@Q77Zp-|c`tUZlM)c)fP;|HF@>vzjmcU6V)I}RIXn#alqL}gSuRV5loH`|np
zF^SkmU$C)>n|sw7@~ZUsYfDylkJRba9bGLJteIk3Z!REHwM?a1Q1@c{B4$CWLzY>C
zHq`F|qDqDLFf#CbhBAh#S9<$6I@&4=Y@>X`f8S%I8
zZ;F_io{YkE@xE0JDQ0Zc>({S44wVViM5=I&kB=AE)v3j3rPcac=5$$AmrsoJ)Fc_n
z;g{07y1J1HFK^&AVawL<`ZOZuJdqrF>S@sTGT&0X$i>CQv^6Jt1Gnb6I)}1n{E6y&
zq)wjvm}=f=TP`-nzIE#%1};_Qx>y~rXU`lZ$37R_TFCpOKXkgREd1o*r*j47|68uv|H-=di_3|sbAJI
z0pdE%8ForBnkiqqx*~Aj5o&R|6Qhlm(sp_u{6)fE*>psjH>Um^8&fO1&A`CI5?iO|
zn*FKb{Pe^~Rjf{C@|pY_ivDz17-Ib&c(Aht%Lj62V=+J&*5gcqRxdCmcwRPYW!{wq
zUVeVj!gk%A2}LZA&oEAWeJnSOHE5E5W2I*N=_@0GdY1>U^Q&hJJP_ZtPqxiYG
zWvW7DlqN^}_-#Ao`|6WUNPF+8Aj5!1iNGC)g9hsm)nTC~Une@yO}Nx&ld=FO$l%5sU>=zVA3hD-bKbk`?^ajL~e
zi#d%N*C!fizPb?N&8rui*`LwlF+%nheo^hC=MsUt;Sv_s#9o;A?rS+bTqW0&IgnH3
zG>~nSrdM>IncuvDk335Er-ZY&29{ty-#$g5SmhVLd$)IGKKXBUdcd{Oe75b{>Qni9
z-{VGxsw0$YN0q{4pK@!Z^5HKeezh$yn_RG3^fc3rGc!N(SKAi}I}V4Jb-cc|#P`OT
zCsko`X(kdj-|t=;Yj*J6aHp^dvz#Kv##X4=Gc`VBK6~kCgcel=H2~_uFr9JHJmdrMEt*s3Fy)
zYFE|X6-gG&8Q%ksx<~hQeDFWuG}>!|`;vVwTHoM;eQ{vx*1X}LKNFo?cyoRQnK0fk
zNl-ukLBX#+$%x!+l2LhTqy5CN$pHa@x`|hv^(iJ*Z$(|E(q&q&UY$SG_WD|FxsZ^M
zed~@YzOw1bF<(qHpD&+@ep=by6}Z>RQ1hu@gSh+e@n`bizj<@ScS!8#yB*{Ql_Ao7
z_w71AZX@?-Ru{YRl_P~B@BQS+QcB*+-cVnQ%3p(D`Wjjh9;uZWL+qRAA;Q1#yvs@9ml6N*Z
z_9hfbskHVtXR;Nyf9@;faI`=B_O1ffdvu?Lg~hXdXKx^HlqG3p*hXBqaA6p8-BYV&
znIcsCWZ&879Y3XlI%8b#=PYSyX*t*zmp%GyMgB)E%WO6Y2?^gEWGI1V+s7kGxw*Mz
zW8o*Qtm0WN|2RDTvy`_X*L7CXjBC%HYO}cPP$qs;bdHHYMcqmoI(yokx2$sFjGSy{ReZ>nmf+nwxcM
zqSVw>Rcj^VsveQeJJ#x|hHyd8#AKS5jSXmTuBPbPQyU|#^QArCovrxHMJ2!CVcShN
z+O5i>Ou^P?w+l5G*Q0|L`ksxa$91_9HO
zy({qiC9z`IK4)AV92^+v>9xOdGM5$?Kia7hr`z0ae`4&rR5x$GuHLB%_H9W|3JaMz
zGGZ~Af=#+FkFV@&Op~jxum3qTl=;<}J+}D~$rh6XxoVd$XXX6*Oy~Twc(+F|vULwu
za}^>Zch{7#e&zUDWwybtuz*Op0P&xLg9>B)%__Mr&SWI9pg1@T7ysBYffO
z&8g{W^9HBk&OjD1M|J@LwN{tO81dODo9w~2n={5*oKld(k?sqGnavAst|jZS}*
zc)0gb_fosNPJc(3^lJdw;8)FCye+yg$2;gYnxSBM?dpfG^yX&z^!=r@Rd}{)>tgHo|HP>ssrVsFK;t&aUMKa%XEBZu!xmS_&dV#
zw{PDCM)x#@l2`MZNgbbL
zFJ4T?lWtkO0IO8#%$dM9`T5NKJ$-#K@7|p(d$RB7%M%Y&U0iZhW3@TDruc+`4efer
zy-cRr+B-VJ5I2lxXQo%x9lS8S;mtww2JNbep1L?*s*iSS*OB)2_Wd$dXQp$fM}0>J
zTH`)`lsB_d8QxMCr)OC=`?dHn(s-l6bxVYd<*QfMy?e9+=wMIRl%rPVc*L!=rVDpw
zriSEvBf<;Ek-4jrO_VZ!L?Yd9K6sv8K}_ZupTeO-Ze*?ZH@#BSDMct(mX~kayJjJU
zQn#2)X#9GFG%A*sCm={nUzl7#?H%46cBc
z0`u;YdG^&xvzDNk_wV0F*>i7PzkdBo#OUlFZ|DwI4e#H-pU-LZeCEvI!-wmVXJq|_
zsUA7AGn4BEl!klp;&TVel3u(x1bFCosw(-CeYWEW)|6MWRr`@?gu;VG&-hF{>~5c-
z28V@-^y&?ZrT@52k-YO&0=re1q>x#X57t@%sx`c_30uV?YHWT$Mrm+xup!~>iCgmz
zB7%uw+Y19V+*r9e6ae$nh!DQX=a0YLpZn6T0u!6^n*NBkB4+OS#m~!}r$_2aK73FG
zCgQjGek#Shv9>;B9;M`@va+W)k4|LaosB)n`>Jue*$ATIlf4HF3=O*j-B}dz2Pv~i
zQMPS)^N^DcWAat5FK0+LDBTbe9Lx?pzFKVfVakA?kWI2#9nZbZ0~eNXLP!n(VaFe=N|KsQY(zCPA35sfQnKUQCbfmjR
z>061{2;z*{_|I>M6N=i}eklV4^^Nq@^#JIpsjENf&m0g3;_AXvNl~d4J06GzA>>j$
zZmedF-TnOH5pK=okH9xuSFc`e-juE&V&5xY{#-2O^7zkn&E*Mai%fw>2`9l%E=V3f
z&M7FU?m9ihf^cr~^J}qbW$>*sm(2neo;&Rja*uU@IvM0G&`dsug$e9GvK)x;m
zly4Z(0n6CLz+iCW`t_$dIXR(7vjkW@Lk8dXV2hA`9R{)0?|{+$dce~pEZoqrurQ4@
z3!S0+BK>=f%AOe@09H2$0G9z+ojQ5aO5Nz>$(x&)m>f4bv}b)Odf>a`_}#tNu3eMi
z<>gJHKHl{`DlW&gza=~KlanofPp)V2A6m)G^cJmdgBSfdPznPnp1%-o-&Kr
z^G#1pox+QUFwgsT%RN8;{o6Mo(ee^6uCmd-MqhDpaYM{j8D^_>3Y4WSt-f?+$
zdaSI`GPgNeG32&J;E_d109uA&vi|QmltQ0Ojt!)BX{oCl-?(w(**zxyjISdLC~k>o
zpBQrJnk|@$Yim30JTu;5S`l=eP}&#TBDS3m?dY`>6)XA094a#808zLGul9T^BZM_X
zdLxO*`R=P7?1d^UeDPbcJwy4;x&Ubfx4eN6X_RlX}O
zt^iXvZ#Y#|9ZY?kY}qP40_b+?gOk`rKzau7tla^ZE9*l5=#TEm<8((r3mN=U)Pv=&
z>cy#YE_0W^U%+q!*A$#!vUp8ifv3aPr(M&f8g)y8-?M!$0DW)wrpUx46tkd
z?95p1x1OFT41;I!ppuf33X(hak{sws*7M6hso45l+qNCH>#kM+Z++@lR}&HvVuDco
zOwc+gD=W)SXBAR1U+5a|qfehcjZ}+!-d!6Lg&Y#2k#roWtm?(#YrPZ4B_&OYJ=mDU
zFQ)_DczSvU12}Q9u}Lxu+s1bR)N9~bwY<30YOz{eV|bQO+}3G$Ru7jzUl%;S@NN1VVf&
zIpa2hAQ1(2Nisj5e!)^|$BA>z7fQJ!Rb!rw+!LuBuhUq~xc3k+^#o#;^zbfREjHzk
zKNhm>+^L(BD=>*%uXrY*~q&qYd$4C8gmyFAOFKc;tw^@@w$x;MjI&|^%-_i
z!0_yPdV0R2Sff-Af+>I~O%S3SJNzBKBIg5_Xihp07H+h!TEW(ZgiH|Ukt0X&JDt>x
zh(#EH_HW<6a{{wEG~4-s-RE~E#p>?KeSq6Dn6<7(59_<8CP(%lB%kz*z8Vj5sZzGT@$95+Tm)=
zXHxm~C*7Wq^mIYCUAuIXh62wIik7lIHyM93v`6pa^KW$JNmK1ly?I5;6A@cifqQGs
zvPg~}b+cPAG&-uPtNUDM^63Gi=tkZX3Y6Ml>Uyj=J(nvX^lR2w$&|Y%77p!ky%hj_;d@QTEP7GiLpjN?%uHt;c?^mh^Ze+|
z1e_(?bjbP(TE7XM248->lOKU&lL2j@D4)pVjdWF=K+15O>`RL=zjW!6l$4YrHV!u3
zWyzukckWacWFn)+sAnosRb#+a#Xx2nVs0mkiISf@M0txS#glo=de{)oDa4=Wwwtf2spMB`NfBSZZ
zVaJjBFPFR}M5}&Y@6aHRx$(Ktc>V!y45gYH(tJ=*kmvK~v0&~-KG*i2dlG6QoVirn
znSc<)=AFfRS5Q4np6y?8bkn9ykxF6rgNJs+zP-;JwTNy5I~SKUqHPtluNvH5sklQ0
z?|rcTctKDv3gyN7K?mdUqNULnICt!Ld2Cu#OpNFWNO>`Lx#k4mbkT+CR*^cH_VwJ`
zS5rQG2et$|GV&oK+2*?Tbm04f!a@#k3gO-310-K!0E7egQ__?DMI6@Yp2E%YIji(pVRpdvUr%`}#Xf5|v{ctO^DKHDE3xmG0r#PFU-BUkEg
z8o&MF%W}jo@GG&EETZaEDz$L*z=|(Ss&>|hluF2a5OMh~{y3f4cjJt@EA5fgSm$lf
zu7#Z8<-AL)Wo7oaFCAZcFZB9}TWi*fB*ir>-Iu?YNBDC%R1&psq90W0f6{LpO$I;C
zo%(qPLCul7l=IPN(;4KNknnK!npmAlCN)5B1ntH1_oR!mO0bSE{w18b!u^7mlga}D
zi>CA_M^UwN&qB*wXZ+LB(h!XjJBL#9JqSt_KY2%rfP1)-OoPlaMBCFVFRj~Gd~58)zT-#scRF1Eh-930;4Q~Vi(
zpvMm$Jea>=K~1R4W-x~0(11dHg>&bE^Uto>wEq~=xuy|_C7|kVD%m-ZEk=xHrp7%!
z$az6kfYKW;(gKl_&-mk3aP`uvDy7%2Uo(kbjE8b4keLHa4ndfJO7WRrXUTRXYVhgP
zFR+^kWOnDD)q$44KzPXQTelJ-#^3bd1@>cEoh<~q+`f0OMn<4{C!#Vz*WgY*wlhz~
zfRM=+Ll(3JTaEMKMD5_?Qy$0~x<4`67d3CeV&lGs6!4(OJH4$2n8?(l>?}^@Jl45fPx`NuzSo(p5SR%^}gzd+fR@C7maR38okUp5j0f
z2X;(|=+ZZn&`Iaszh4ncmdFs#1T13-M$3o+uG=W~9mvWKYC$KM9|qj#*+KJ2AQ$7;
zR~KnQC<6J2@#fZQ@OK4t)l5DA6xbpJ7|R)m=~ae-Q#t)ppX#YocZsqY
zBJI-+HC7GFJf=}9aa03L0_0;Wg5yeL+Y=91YJw#1*w*Pdm_QtHL>9G!xCgv1jT|l|
zE2|3n3ejg5{=NOKo{*4$n|^Lu7aNn~JV}Nc&rhluIWrSx&LcHywF6{_TkSZBS6;Y~
zn3$yF(05Lod7(P{fm^q3fyFx5Z>mGJ3q#vx_3Rl|IVo@SbSz=LEKel)mWy9j-eVR~
zeY{()7MkV=Zk_1ab(E{&N#8zTjZ@QeR`Ku*2#6zh
zCL*H6dilo{7RSzQzM4|P7rNf`a6&iS2!^G;AlgIrDW8newZ$td0ku<3zn<@V$ae5^
zp<`#DJ0E23>8YV|``2|y_MYC}p{R(|H;iI{xrBr?z>rj+C-XY?LzFG$lQDDSH~#oy
zU5)lRLR~)J+Rf+CuWhCUbp=1)iscxIS2V<*xyFBTGe{SyUO-OP2)O+7mR-Q5q3?z~1UXmtWWSw5Pp>6w$e0gXFwc`VgYdYMiWjQAQgm9m`Jgh8wRr>L8<2Et
zQQ@@wU&*OyoOAph)2g(MDI(9t
zSk|mLUH84;WkyZUWPX0BN|Ufge}DhRW|Z!PdOCt$^!;ehf429`k%W$nPnzfO#uO_t
zNVitZzQT5q5P6^@1`}0FDfCoAj}ppBC@D#z##cB)Pfs6?$@G}v{ZXIm>Uygueed~K
zA8RyECa`yo50y(WTS!0~k;(lT+L-}$i+6krZAL`5!}^oQCT8sIwf>R6FEzT0VnCuHl^dv(D8I%RomHe?>4xuneu%ER7Sm49$c
z@-8?@rCO(Fhi6CYGFb`n>&bv)XN-UM9YGM+eQff8JXxFR(s;KXdB|}{6JOig0}&rN
z*x66Ay8H@kYHsE~ok#I~c=p$ic8?Fd+PZv-T}MDDD;-*$ji$kqjV0VhX
za((~$jT^(<+$cR}GS=3iCY;;01%65!CY%d^@bS*Vw{KBBb$0Aask3b~PosKRWcD2-
zBzAV9E|(8wXKtMg<;wBv<#<3+F67v==M>55U_+?HM3A}_ijzd(QH@sLMkV{}1gmqf
z$Uv6Tg2gLH(I5n>W9R#)2Z+p+GyZ)us#>+0btpoIfq9TpW_N3DF3A*tn;f7mz?d~i
zPUmCuQK-X)sR6TQU}la1+ywm~FCgpuPPPOIy@+!)SW+ZifZfo-M!ERpDTHQ6$VWVr
zEqYRjizvXnEGRg}3|S;Yeg2UBK2}}P<7)0OwvLFl7;U}Aw&hMO}W*}A9wLUEF2)|luO>F7jyZRe7
z1y&p-iWP#;aD!Q#NmpeE$)_`jfeph>-4S8KNbWsJ<>H8iNyG0Cl%MnQhaaJM*kN^M5Va3IXcKiC^)3ejt56jYig=h#6Hw$UUWzf9}Mjp;oQ>l?h};v(bDw!m-pgH~g&<+fu_
zZ{4}0gy%*Spl4wC)_Z~W!f&VMmVuYQe;=WMOXKAY*R5ZV%6oq=ZR1hCDgTF@Nqc2p
z2+g5^umAB^2{%QwQR96M!5=&%p{c0}CI7D8{Zf0N|V7vJff<=I+{aKG+1|+&Qfi*|Hr0_VyfwKO@>+)^cm=rL5@z
zD5&U(%Z>H)q$dR)qYr)xfbD>0bYhU#Zr{JJ3Q;+>bIXl0+K-)iLXyukcx}&O-)u10
z%x+e9wv0T{z55_kQ3$wULvp1%J|2Cp8!J%4F>va+EUTDv&GDNuPxc;Owrtsc86~_!
z9kWBzHVB#1s99;IS@^R!4=a#DO+(hDAr+wjF011Y4_zdCj#9@;$ch}V+@(uSLLe(2
zx_ecGJ^-RJu(HOH+7mQjMM$l^6Vc!ss8Q!~c4R(!8rs!6rv!u)Z0~n_47r?BTwE8}
z^dm|$TW+X%&>$yru6-YL8CB?b!~!w?>sM!LqeT_eT(5utz0XXteu9B(cN`CgAoCNN
z1z0K{^m&F28@wkRzn2HZLGI*2VgTSLe4syP(t=wzOC9Br%a{`+VHHEeP{LVu@7nd&
z(T~KYii!%;Pw|15ot=sL20-17nvo6Tk(D&MBMI{UXD}unlShvpftDzwSv2pYV(<=j
zXk)N;a)^t!d>^`gyE`jBCpTcIMomuz;Q1Q_BGlc?P~8%?{(LN=Uq@El5;9~MCk`^GBfNMxvYrKQrOG6XK6)@uj->K{|U
zgdSfHk04ZpB2g}=9rzWK))EPK4?8b!dHdjMX5ruyESHW!DD?q5)J!%$qjmsG!L5gG
zM?7V>w3JjO)IaRV5I`N>5WAr7tY)=n&IN$3ofS8&
zW+#~miEH_)RjL?sLPo@f-XFkXwn?~BK;V3gjr$=8P0l
zc_#oAYq-|mp(R3~<>FDykk?L{s>-RNh)@+O7eH$2zGq1;Cu#-U0p}8?T4&|fZr&V)
zXNUkg>uyYon?HX(B+E#Mb=`;swIDPG4#eUUfwTjXsRSPfmW*cQz3IbkdN6`pUbnOfZUR4C_
zV;@C9h!KXnHNL1t~wYbz*Z(-{RhlmD4k36zYH84G~qsfU5{*mD@;8NT{
zqC}qL(>#?_XuV1vuaH8xx=H1I=uV2>lg%!Tr$eV7eZL?xQcjFL@y`hf#QA|j_Q5`E
zS3@in;(B@VVCP7U1y4i5Fad9f3PppzHdL5O5{05N5=;3I^bCg{K^IO3;Uw(ikI%>o$*7>Mrcjs
zhQWD1iekWJW-;94njlCAp+6Ce4vO9f>6S0={h*XQ4J+6IIy$PC`9uGNR-vfW-&-pg3~Ps<7>lNU9Q7S7VsUzp(cA*_os1Kz
zxLxh-))fPX9(l~H0w!?lX=}Cm#;UYb!SM6v&$cKMaR>?3*N3Dh<5r|RV0%-EoFjdz7NV@89AUY76-!#_Z7k`&6z1X|CV2S8vE6%`#uk*49^(#;19
z@8a!KK(jL&ps$XUaK#B;4)st@(3i{xeLncI3PtB2Yy(;2-nE)Fmc
zYt6aVl{IKefBCkOQ~LTrpjiG8IlbVtft$fhM28)i9->*v`}fs|gy%!g>2yLUoD4R;KR{%x=u342ykvpS3}J}othM&IBTqfhk7`PQ;|69P`fg}x`sM|
zwYH_7NP&t0JyJp$a!{%vX?PPRgf-r{=-@`0$c5q*SPitCJPRkx1j-6K5pT*GYGZXo
zK)&TmeR$O%8rkJur`t%}1xIhJNEjt1P*NX(r;iNZDzk9;z^nGXpU%{=tXmg^x7ncO
zgn}@#Y+nO{EH@M%FE2LKTB(YrrjeKz60Y2Po?sSxKx|7&N)!omq$0pn5>O7OiYYLG
z@TH%@WjPyNR=bRU+lWdCF08sLcL-oBfo=*TY~_6C_H9yw{~Iv76e%hShE?*CK5!f5
zNe1qVIxmmk(|?fZI_m;Vym9ks2Iens`0w%9R>=r>MTVjZLM$ezJrKVbzg@TTtIW(O
zXk)~wh4`u$^yM6km3VVZk}@bUVP=G1gQ4Tr$sOO;$;(XU*IT(U(-n+INmllQLW9d|;6-`B!xn}lK(xS5!dqen?II?-
z*sUJ#bQl|&9a5B+KW$D@JYcEk!-rNCOoaNO*xLhX2Q@!m?EGjjJrxB71^kJJySw|T
zDrLm}vavQ(*8qaz(pNz?lC6zU+D%P#s%i?Mzh}z%?CLKE$-a%7r!ehs+k$4Oxi`qnkQd{_%e14VPBu>T{OQTaVGBt2D@SSGZQZJekX?m*LoIga@U>qO4$*_~Z#A(TGs^Toq=e)A@$NE-I>xg3V>6Hp|@UP^jNr
ze0;+}J6xxxrm9~YUVwF?m+3H&+Nj%*wnmp7h>|?BJF81LkQi~ZPGCVsH#RplZCSia
zazwiF+G=s*G;;{XJ}Pn*jU%^3j4C`+@R|m5X=&-q&IIP>FycD~wO_t$*{jY24}(Dh
zOM&Nz6n1}mhCDLP&U%^R7;H%F&`|h!Wnn@~UaTS6bCzLnWTXZ`EE;-Fg)md;CZNi&
z-&S89h1sBi*Tf{6R#q|g0(w7iaV?oF$hMh%YCoMxji60?p}N~+BE3O?FDWmt6B}zH
zOk1!w4W5u@)YNLrq2+pjbM7K#%-T`tRQMYku!9GpKi{#Hv;K{v$BfS4+&T4)%{;dt
zx1s)95j%~QM?7FF^5bK#@ATKJo(71h#5U?3<urh~5FF^CHy}ir^?ph?*yu7l
z?NIhyOp9;_0LH#iZq1%}}%PjtRIk$B04_5`hAM{4NL=l;e9(Ho9k8TJ!2(xj+NSfi0V2BKtG7AnD
z2uB;4PND!It#D8}Uv
zyau%$fj-2wZ=ZsRiAndzz-us=g%bxDoaY>aW1Fx*+|0J+T`esY`EoJA!YH%Bj+87&
zof%=z3%m+f?ZS+qRuoBUJVdt>7H%*MfUP(ZQYNWagN%p~gE?#|AHnZ}jRKr&GalNn
zJ<+p?=*vLfs;Ik(1G$m4Pnr@?0_o44omn^gdH}?gR1x6XltK_jU4!5c3`!4zM)G||
zuKn<7AkPu2Rzte=OH}#zQQIU7gLHBbT@4zP0ueirP~mx5PxEL_k2W$d-Ux-kHhUK^
zot(t9GO>0O-x-ngJ*r>X7}Z25ov0k=_aSyNLT7BgzgIwS0>ATwE&N#1LGxmkn*l^nj8&c|}%75ICi4@WA0%R@3Ty4jlb_4TCB1B;gL!q=0T19e{P{g>`;
z5mJP&BY|Nv!%iRunf!sns7xNT
zXbP`*d4dccX?*~(C)p+vW!{A_gi`YCO7=2mmu^X)FB!+%oM>>T`I%Tq7wqI=18FXC
zRpVi$iA`Lem0q8S(MtA)Gb~B^%6d{tC3ZTDN6a?HSXZ`bW)h|AUgx%#NE|=?+5n}W
zNV_|=g*+L3%YmSm#^JXRkk6vNZSu!a+Ba?}p63~4RA*?BZ{4Dh=O{c%K-@_A>a#S-
zt%UKvs;&Lo-#yDrqB}IsFsD&VN=kBYa+cJ8qrG9t)Bk7~*tu&Lr>N+Z$26dx^~%V3
zZXWFpka_Y(UK-~eb9Br=&k1VtC2Qtw@OxWcF6V(j-uG3ClBZiSz)mju;e^|wuw`^~
zRS2tgp9_{5`OK#rL=L9ku;Kfhb~nX4e~%!8>sFdkz)iZH`w!a9P^?U7qmOU?-|!Xt
zBO(OA--|U*ipReV3zYOLYfc9qL#-|XIYsPO+qL~G@_!Gv+vb~?i@cFQgm;f%aP)V4
zGP~7?T8oPR&bxop{`cQCpqXj!qh00D;L`Y#Kq$~=Ku!eulWaldv~P}t$B=Xi5L>8W
z`EzcF6(gM$N8z%}@@AX61NuAscrEGz-LR)A|E;ep7j{-%QkWqX@q3K>j(Cs~Dlv8;
zA)ZUvw&6}X?GkQgw;Nv#VaVReI65P5Pmoy9<
zpL2_ACD++lCN%bZtx+iGy173lFww}M@WI{P1#j%`QF<2J|7bf5S5ba!c6c8^No^|F
zUtv*^PxmhfNXwTljW?MiCdyrR(5r{-N=h&#C8Zu?+$}$s{oqI%YKjmk?ft}NEj*c=
z=<=RZZATd@8}N6ZuY$zX7i?-3v*vVj9{dR3y1Gp2`oDcMXm(+nlet|ai^%i4C4ODs
z_EJiPODOa1ey=F5$;J;gf=rB$XeOmZ=HkU2`tx3Heu5f1lWQrX>%mUm%ohLPd$eA=MS=-y;~qrdKg|r#4T&nTy=RAq{rT
z)nsiTj5X&?40pW*kjzFVsZB-u7#kZK(XMI**67Bf00aPfcdj@fzYCIn^7;DxNc+N>
z^q%{UpY~EBxr7kS+if5l$qobKYH6!BA0)*jqO=i{1`=r(fTkk220t8^=*LupmFL4A
zR&pzpyxWv0Kf>6+aCcB)!~*n+5Fh`#e$$OWOm%Txn
z4RW5p25nVQ+!*Gm3VA(xq!8o+bqywrXFzqTZy9K6I7OSK_TRQ5iXSB_EVt1{&6BO=
z$VFJCjy$EFI;D)JfuvH}O?fK)eW`_XDbYTBXkDD-%YXRQ+wJ}A2ePiOA%7t6{o5~P
zaO1aws$`wzwk+$tbH7H<@I530+Q+~8Ds4^BpH8s})ww%~4gJsJd{eyv?V=?SLG#w5
z5OVwGO)GmL_M@lf9+~n#=}NY7u%E}C3yBFX!_&?&Fy!JxP3eDEMdzQ_d;a?EE0Ii!
zr{3J&m7g>F{f^l${HT9=S(5y9mXjR&myAR6W4-X>WZFBo>uA=%0{SDgr}{fj++Xgv
z|LIq=0ofv}A4H0Nl5h!Fn7HZ4e8yCLw>9)@t^{vgUTvx(zh+H{aN@X`of2&LStXg?aCJ`zXW%2?C~okdf`Lu<)5oQivNNzMc=2cM+Ny_l;r{btFos3
z&Azv(=Jl!E0p%UG^v4(%ZP>m`LP8J9yeutRQ3}Ev=BO~p`9B!8>yIzMxkr4IFn=;+ODSkZ5F7q@v^5=tj-Fxo%z9S4{<=2vt4N}oG~z(iBUuTq
zH1{-g1S)7~JcU1>}(RGVdPr-aCZ)h00vzT${UL&D2L=~_Azxk1f
zWZQi4%RQ3iQk=#ts71$50}q`-k>zpgKpommA|ctK40`5~^Y6P1$}{~)Dn9_`T>Shg
zAAYuEJ4t(h`@Q^;Sj6h8O=_v&`gTA8J=Ztt%A>}iJTwQ=Z$x0qnVuyk?ni5^2AuAm
z1{$Pe17^40cb653910TtKub5XwqCuzIf?Ht)q
zu}SYchJ-v9R~)&*un4MHHE{w$ur~%5i^Q5s66fKO1z}EwOD+@*MiJ1)6pB?eG$INL
z3ch&nW@EcvH_J$R5X#D?6~<@_Gq29y`1CP!3IYplk@~~Sv1NyaH5*c0A*SA@Itfw)Af=JVKhn(ZhwMhB0uE&lIvPk`tZzxh=8B1&uyz8NZzKgX1bG
z+$$(N+Sx@q)KF0(@bA%%6WzdADpcw%Sn>%m}O7qrW7qC&GtyYok;O{^Ea*QACgb;_NJoc1UVz$uN&Rd+g
zho~-)Xgr8`q6*(z#nnZ0WX{lkMWkOCn`R$;AkPH|#VUAx?`?EHhhts4=enS-OY4ps
zP0Ou;;fsFxbyTgA9qTc#naWB^FP}YQ!k}G068NLFT=2`?ANFvs63Z^>94IM~BE?Z3
z?F-cGb90vuUwt?4b`WNjefRF&QzJys;nB(H#6WoMB)$t$EL9qu`&;c>^SN#lFWI53
zTf06rsafWXhoWnEy>7tMrx7^ILy#e^&EC4m+jH~M*cp?nTdcB-zAp8m@
z7%t*klCNWwH&}twyg<e*NO#t$-s1UpqQrWT@+6B)@lKR1rBH
z1h$N~l`T5F(0ci{xvOgbEqY=wfSD}go3|Db^2qd}H0iaIWN3#bYj*_yHml#j)#1#l
zXm%WI@EA4--m`bfzJ~Z6m64(8Q4LEHX)M65c0^HxS(c_eQQBCrnfWgLJcng#1}_J4
zosyxUq5lYqrnPjuS#9#db9dzMnf?ts>5#WWPbG_*c8&0ty9bhyUD(5D*@R*xusoU_
zQNF??%zyM=51PKi5!Kmu{r;^4eoM@JaOgR{v8$=6nP{Dz)`M6mP!h4d=wGZMo70jN
zq@RfB9XMSgW3&P1;6RGSW0CKFyCv=U
zrI&M;&Ow%x#1Bc+G!$wfL!CnkMv6|!53cvgK8#nf)
z3+HR5o$=?4!G(&r*1dv?`~Ti{<-w_;(e7X+$KN$yTFHb2|d&h6kw!75O@iv
z2fSD_>3zrVGPWPenD7Y*C}#juKXlFKiD!85*PUT!k15L^4%1NV5Qs>XbA^;C$jnP&_QY2Nq&L#$B(5Bn{NJG
ztilA{{S-iLl7zrZM77`epW>&8F))VO<_OcN?Qo|;*zY;>+fULFLQQqJ!Va7%K^k+&
zMv%S8@CGuK@Iwp?KJxs@7{bA@YL>V_Cg1k`3D;?p4rpX6Jhw0MINULVD69?GE~LHG
zO=;EdbPI082si;<{GowH0|aXnO}ET6FxoVwrj&A*epWs@_ky@UghZ^_L*53(iP1mm
zT0`s`)!RlKiBaJ}(T)d2UuvD?yh(ibHqVT_D~`qnk_?DQ9e
zj~75nL;a=VcXXRQbY)SS)}s0IVjAOR8B`c#PuxoP{DXd^tHymD4K`}um`|6Nw*2~$
z$nZ${FW>KZJ)zGml+9z6FZ5wpsUJ)#HWWWojGdonLGUp)w%tO^JA$q*7iOjiMhvCe
zZ#CrC6~RCCn14uB_bpNVqo%rAaPCbhZJuwJ{&(4~HN%l(cmKc6y#HL{|C-3}{&s8k
zb9p$ups*7HDacGiu@t_o^y-2fz;hL-lfQ_H&5-go00F1X8{gJ@eyiM+^5H_?NhJXN
z?!HxFv}Hh9xeV?`+6Q^-eJ`@Iw23_qZPeB1nIT0iG`{U_I=E&j?F=f|Ks-_FL${GB
zY^(~hbD`GiC%7mS;U&bUYF?ix2~g-6Z0Q%){m1jcfKmV@-miwDL?(tmwg
z9yo`epMT^}PMb4tk?Mj(l-S6D6kud_-gWmsktVd)4-EPuRi;v4(%cB>6
z1${iuH@|fL6*p2^!1Iwq;YKnf;_9McvtIE}ci>Xt^DK$Gmk8s+?NmA+nXF}cF%iDVw)e#K}{01fTq{$p_KuYDL
zrvOI-ifoz_(c3mFoG!cx*6UyWC+C4i&d~lF*^gWk`nNrDH}6Qn#eYgvjuh;@B|>g-
ztH+aq?Dn>Q6Gs2Jymxk;!?6{=!|JhhYTM2Wvd6F4_jmC9zj~>^WXr!|r{k|knygN#
z-rbmL(3pBzJfKQp%^7<2n@`|x0ih6PrtQ8pFaI7g$o?sNNBy@|#~3IiYchXhdLMoo
z`v2#cK98etrocP9LUk+s$Iu17)e#!I`KiY1bO(eQcgQ)2Z(Y3e`rqRjS}w6#D>rs_
zQO$=+{}LBIts(dFI!R`p3&I;Hg17&gx4-1pxhHaatgNWGJ-3zB%ehY^L(XKG$;8h*
zAI{snw@bv$P{Ki1(1FOwg>IHd=hWccfx*GYs*GgROkVH>O>&%KS3aX3xRXOA;%828
zOp-X)!;t96=$nS`PQL#*TwKMGKuKRbr{?-C%x#UUJQU$kE~_f#C{-|8rCsL5)e-w$
zr#(u(>uqKDJ-!8Qj}OniOY2c7$J@_Rjk|5{-i%ZZsai{UvFguI<`%UNV(XWGjZLoK
zEG{osvxv3n=%-DozSjS9itOL6fp3EszYbpXyHC5RoBM#KQq2+A!d`BDLzenKMNWQy
zR*?QilmBlo$iL-ndyTZ>uW=@!1a_umi@~+M--3|^!2K~u-6u$Gcc(U^D^et|u
zm)z6_jSQtL@`rRZZI{K3`Sm>t%PfkxxNisJibzrA*lIuJkkGK>=Owad1|BGtTsGir
zln*_(dJyv@V7inQRU77W(h_K`4ReRpG|H_nJ{JUczpHsixTDU
zwks%y?w&O~LB<~DR%DYLB^4Dfi}d!zs3(vUu!Lb9O2*+2VP|P;%5Cx0`E;!jz%s-h
z1pY>j|AWY;V_nF=$;;~?%tX7AG3Chux>h`yB-F%ZuFhrrb%eb&;Aj}fkqZ`YX~TV4N&X
zj9zcygrm~Ta6r^VO`J=JpWhbJj0iK@s}{!|Zdmo?JcgTW%1xlIcm$I=3EC%pY^1_);eF@i;Za4^gIKp9Lt&4}i#bt}|2b#J5uRy{?*8Kb(?e8EZ};uUq||CH#v2Vqpe?ZTH=uA2qKYU8m%9fa>aM;Zm~`=bh0-uzOEDta~Fk
z4T&5*064dl7ssL1<%coPr|37*_W!k6arNnjk*Z$-_ZLF5a~Jij^UXYu`V_9
zfk|TQk2F|f6=h_~##;UkU9Yxjp{;utMgoNF{S6S41Nm-(*)9&o`hn@6mBE6z{LgdbHtlu!!
zcMm{54w$1}9EXa`Mg?=Tu^qSFQf9)5}NQuahE^MzZET7DJ(9(
z&Jgi$cDi+zo4S1Ad~!kt+$v6QxYo=traVqRU@g)nj%e9l<-WswpyKQfi7_1Z81ySB
zyf;Y|qA*0Gml<-nnPYN&fApXF%rXfISpd`Q*P-z@VM}??&?qTcG!u9chfr~%a}MTW
z(#~rKM`0w87@UygWEO-WKFgLY$MS-m{ca+l3;#aUcqZK4|9L;(V9l-D2dvviG_LG1
zP%)6?J9=FIMyT9#*;{}CG{n32|2~sAL_a?5;#}{KV&x8p5)B)EwOBu{1g^^r
zoXzS?DUS@vy4w!T>UeKMN>6aAG@9(tMZpKje(CPpu_}^L%Bm`%hy52rW0LszXI`uf
zEIB&y`Q1k0ux~<%=cpcw4Ods^$u97}%V_f-BL?LKi~Q+!PXk)4k@h%9Zz(Sse*~L_
zZZ0p0*jU!M|4h7~!WyZnctNpX)Y>A+#t#43sBx|{87#W9@u5?;w?9Y6$qEfI-)_3p
zHzSoh-{5JS@WwyA09S4{OOOX?bAJggbj)#`gWOo$^2mfcZ@X<;J2ZPWvGF@@8#U^FSeA<(~8ma2Hqv|5qd?#r9a`8^`f?w1^_U)$)4C3eK%>W3b?
z=ZcE@V^S8l{GmN(Xf+(VwfQ^y6Sn=!REn3hu6~>@umzb}R_Z_IPW(P^S%LG|E_{Ix
zH=DmC7r!GnZ*m~QqLoB>v?fhM&rT>tx_VTN3$=MjdkW3FX)js167~+mCYdju51+h<
z{-9CP?WZy@ruRfX{7u0d;nMF}V!Nltq7Qi|Ms~aA>iIl+64>=POo>LC-4>)TKa+p>
z%JrK@vfB|1;Z)Vcw^C-PM_o
ztM<{JbzjMs!FOKHG$8w@gNB`^!xD?#|0YYx|Jir<7jgXuKA|~!H8awin|x+)v0Zk2READ<*?(r#
zIdHm{V%ObV{Ac}aj*#JaT&RAcVPCdh{pVV)!s%^>mot7Uh3$C3Vl8@hbrD~xmFQWz
zq66g9+;>-4AxiH%Tczdeci+viVDPTkma0#02JdojDJP%izFX+R_zxcCFAh=ru8VS0
z4C0%Ia#oCBG7<;@)>d-B5ITfKmUp#ze*Uaa>^T!?Of$HvU}tA{ZF-t%`E^^AXMWT{
zFw6M<%#1W%0zPPXGyGpwoe5Nq-P`tWvnO++Od&;*A!CRP6%iGoNaK?sQzEIT%u1oj
zT&Yl`luV_hNl&4K42cFQ2~nD)`hMH{z292jv)*_8N%wVM*R}UPhvPiX<8*CBbZ;X9
zS)z!XYTm(p%}=RLd%9WcH6|M!w@Dhl;Rx$}_F)v^|f$@mGl+h^e
zLBbM!Hk43RbScKY7R~>mp$g*3eIKY?6L|}7QJ9!|xgQ@{qzDqH5QG0JmFH*)_FwTj
zbGMIuhYlUDdo4QpR8jRRxKGPt?W7`x3?H_)E)FfzFp_V`!+Jv3M97`Mi9;rQIS(o}
zke6DI(jE=H>guZXzcuu0oGKdAiMZd;&6{I5$p18X6`Wdei
zCtkxMf=vQHG2E@KxoF_Tf4gSZ$gF6#488PGO7HQ_os_LacaE63Ar=Bbr3i>*qDY*N
zwDzd5HVgAMld)sRt^i*Z?C9V>Wur>Ah#oJ3SfNfRWMRhL|2mP4@|T@a>N)1uqe0s~
zhaMaEJlCythj=o;-aLobYs29{EcO*mKqx&L!L7~w);GN8(g2StJ$aZNFFD-d1GBFN>7sgIin6j}}QAAOh90*P~6~)WRvc49P+$ZP0%Z
z#zCcDXOw8PO1b6p6Uv%MlveQqFICIe8MtI;-u1r5{sVJnAzukv*rw=s9a*#8A)*Z+
zxyZcwM7!{4==jDWl|%(cGzW`bq2DYP6W_fSnUL9??t
zz4i)iI}w1%&hTx9xGJ7}@Oy1@>9O%&Xs8jBX0Ec;gj6aS>!H77re^kyAn!wUqfhIA
z5bqL07?x@+n00l?3L)b;qs`#1>SD5dai)xnjU$q2M-|OG+;J3ImqGT`FF4nXZwcjZ
zY^MR%labMBDI29}NTo;=`GE5e->s&v3lY7m^cH*(iX-$EEf5VELeNzZm*^+^3&oGr
z54sNbNvNHbR6K#Z6^i;VxreUw4vCH^WBft@cRHi!u_k8OU-9iWOT6qrlF
zwR@54T0e=5cZt|DQ(l{f3C&@I-d~}|C5p*9`!1yZaZMJaCRY37r8}Bu_g{WRDMPTX
zgoYFhupVxq@o2vazLGe6sAt1@NfzR1LZ|4`o82FcXWo5X?b9f=WOC4#-9xOC>R!+nS3
z7QATq`0*pHCMseIjgaXOqza)+;?`1Sjv%Qb7DjcC=IzWFLNgd7u+~7
z_3zPw`TpYM@cFmg+FW&uTK`a`YRc&)bJ;pPTR;|~nIE#3!+VFU0M%R6;GDu1V#!B
zhIZa)QMJMMEcQhXUr=GuUfqN;htO0c#>Z<;Mz}SLIEr(m@rRF)(6^PAGRPMy#<`^35RH_>f?#%
z);S%NS1SCkqV_Bl&9mT1=fSC7np8A2S0x6$7P6(Ws*e+Evd0uT7a<2QB|O+Q;pc9R
zx^n}HzE)+{3LpInKYpH`*vIIGw_f`GxVqu|U$0Yi!?kXVAMN^ux&M4w^{wg;C)gS!
zZyg78y_cGUS!VJ#$0|XW{4@J1XUK+r-L0aTxN|T0&07;HN4~hdY1NK`jp1k8nu6QZ
z9u1yZzM~>%3Ybhepi@-!k(JwoUK&QY;SA{QAZsrt_*lIAat!R$(`L?BDSb?H`~4zV
z4|OIz_S+K-_!B6zsdtkrf?V{V@0;BG*F&xRP3^iL#VO?%cI2obYdGQ2;AYnW)=%i)
z)c5o8v2^9I9od#FMgkFYO+xsf7AJBZ!g6ZSdukeF%6x*g?
z|EECnQG+);30P<<(rKERGHOQ_^^Y!VXkKAtbg8DsUe|o@j6Alu=*Ipt+V)$x?Cszy
zt}T9H+zfU_kB50iZ>)px>o9~Fj+4yd?|eM=t};AW{Ppj&p{*C;g>PW6fDmO!ZOB7g
zl%jzO@;E}-Pc-RQ@;X;yjfE8Hk@31-%k`0_bFGgHu7q@XEg~W!Zk%8s=|{0?!-cJ1B!D{i=*Yh!pL1dOh*is@i}os!
z?^^s-Lh=4?BG9bDPK&nd)Y`ZI+Ss7vVj|cOgp2uiwyX(s{au;B6bJ`4*G6J`!#4S0
zH*H5=mQPUWgzLQn`pU;-3o4jvz^hafmNmdM~-)Tkzg`
z6G0`s`@wlrnY?L-oi{Ugz;P48>Axy8+f1NO@Un#X*US5k+XPbx4q))OgwG0VIl9iA
z=Cl!-m#s6O0dNbwdc@Nd1+QDG^8w^`U5tiqo4>rdImSHMmGVvjQ$G~*&-Sg+T=3?5
z!R^J<3hn+nbB>l!HU9nByjA+a(c_9qXbTB-)v`M0Izsv?g0MIdbBRDqP&+8h`=2=@
z6r6doTd9)A1`dL-4?AnYPUH8u%R
z|Cx@_LYaj-)|cL~_|*}xbTJc3XfZ18b@;u5L;R9aeel#4_#O{@U6I2t&>JOs+FA586J)NI<
z9Sn;XZt1+|2+MjFodGf6Ayuw6KU{{jE2mXq8j2RZwz+WHYE!xlJ%gCq^_;yzcmL5%
z)g6!u&p~-UgNWD}e02I(W+hU=J5L0Cmb*HSW%#irI^m0oFl%vm>mRP{v2D?bHH&It
z&c4dBPw6CkhE_by#Ic2AWu%5QRIVJ>djbbPc_Tzc`jW53eWz!28m$#lLyKS}PeMA)
zFCf5X+`Z!VJF=8cpFv^cyfERYdmP#J8pBX)-d1Ox`K^r#g=kEWD|GmeOBaj?Mh*f}Q{n
zh_HYZt>hhTGS4qClEh)6k&)3E@dnvIwHV5?Kmx*xz+|<88SY%z_4MzRct+u}ncC*E
zqw@0Ua|9&?C=IG4J|Ji+57%tD3SK$&(Vn{2?L5R4BBqkOjc~IjqQ){6sniLa1*sxe
z7Iq}c_uU7p$K-swyXDleA?}y
zd%JR~Fw%e%D%HLNWs{8}fGMg`AAX8|%URWrK-Wf}Tp0U)RHNT8Cu8
z(-}9ea>*&A9#c8U6Ny@Q&DJMotz!>~bw9C8NEJ7QW89A*vbj*
zyG8%3b2>yE`3noSoS_{)JHIZMvi4f4*|Jllgz&n3FVVnkChm^0Uy+0rw&*OB=)cQR
z|JWVvZXKa@!T|~AJZ4qZiNKP#`dma3V!j9Qugd7rc`#kW$^6C071-a)cPA6|zT!xo
zxbN>w@T4dTgb+2iDWYOxt086&#E2tgIJm`s^lhC{w5{YT
z^1TL35>>%U8i$@i1{Y>(484Ky%7k>VFncJg+g815%l+Wg<<*{+wzj4R@dKv0RIKYY
zVB*4g2BAtiRwqua40vUBc@e_amv3Fu8Et!eO5~J9`6{;6(ncP`Rx0X9dmO#q{HMjI
zsQJI!dmmhTjC*9{7`*)vd|fvt
z|DDlvn@#=i7^!3_i_m}63)%)cN`BF}Mep*n%AMl!sPc9UTzUj#rh~+E?b?vnRoiK4
z?~~S3a{c=C-UA1E;_I?3zPI(EvilH(t}|L$_u}I%S;d8Vdg;&=5B7u6SA472xtTlc
z?PG|?_7Lx(bFAcyf{Lo$KIu*S@UHt6o$J4Pu+Oa6on5s!=L!cf&&xW+E@rfirz
zkfd6+Xiu$oOo3t5#p7xCz|e?@uJkw^xP1B3;_1nn3xm*0NvQgr8L*xK9`Y)=>?%vn
z4_8Yg7%Tqt=@39t39?;{d7<7Lwl+m?gUTeL}xE9+w{z9UvDtWcTjf%wX=&
zq2$XKPeQ(7L{=JUkCoqLYA!!&A6{(XUt~7__AP-L=
zc?fDFrk6Yknl%XfJzDg3Twi;?KlhYDVr^IXT#08IJY#3qkt0Vo;^ci!o|N$J-V_v+
zavk^6r)77}7(zQjNm*G(WJNBZWMceNv$A2+>eT~L%*jh~L3%2!S80owPj?F~-ozUa
z+&#!{6vm8s9I*u@nv+oHtZpRSyZ10HtpnTL&d#oPU0qGh{^aE3u5Y6AZ8IvyjT?uq
zb)VoaojbRej9hv_x!|3}1PfYp5O>qUltv^MRL~gMGiqhGE?v49`A86dXc~eW`HhN7~w=}nl
zll>CYk?)-4JHDQ6zj58VM|4`%lEjA{IM9LJve#E>)T;9G^6RT^$TO2O6?un!&^j;i
zGHK?_Meq2e>h!&6$#m|gU4pGyI54<>QKFL{tO-jyy9xcYLzaez9XZnF_Ub70x)E7C
zf#HqUJ8)8p+cNt#0`qOKvP$K9TB2_%>32Dh@?+ulXWZaDX2pnkeU5?uF$}{8HpK;^
zBK293CUGOfLPOJaKQmI{>gy^o?e4>hUGwI(@6f*e8GrwDJU-({-91AMBJ-c;=LZnM
z*wE46gdC0?jh2Z!E2Xof7c1!N>svc6!F47uf+oFw6iOw4ORDp{Ccuf>$)%b17u|v
z+)OXMN!0Fj{P@(H#S`VaBevKP(J-&l`3r;Ou?m->qQ*jZ%>icoiEN<8&d9s(k-1!&7N2MTO8OOMz_Az^=
z!Xcd1upH!^W^;i<%G(YWgJXhT(D{3J4`
zj5Es~3rjg`)~t+krTCnX6DNB0)3#&>AtADf0_}yBD_80*TxbEa#4z4AS)V^{-mH4V
zG`?or=uptjIiq&q
z`0?Z2yLFr7x#v0H
zTPlr=8`$C!vA1$*H)?!gimAGHMIvN`~0Yzl~gRW6n
zSX^4VpJWod-F?Um8DfPLPzkN_P}Hpk&C$JbkyCDszfrd@>q<&-5U3&j(IbpmmtDJd
z;eO{(&55PuoZ3)YUS1zON9m>28LwZHhU|NH
zY8C4|1}~6DH|^)0Gk6BRodmfvA;Cjt3?VzyiywBEn;@aAl)_KEAHAgmYd(+6^99lz-nnRM3k|H9#y?Y4Hfju4q>N$s*8X2xzT*D*HqDuFGnRh8J$1|$pEz7R{EyDW
zN13z&9|AMBV$&_u*FSRXST_(7HM)**fnC_CM_3EVQPrST(WWWjJ4n{|SA`peSc_zl
zYR!|UPh%0AL!q`GCLGUskPS!xV#w?#pCOYK6+2QeO{b=0z{o~ct6QZ1bM}H!wCMnR
zJ`xu143b^nk
z85kQYt0v~hGo-2u)>wTfnO#u{26~DMAQ(a+mf>Ev@kW0slKAkywo7
zpM1r9-FKVVUNkkKSv?EczK%pbYKQgo^kV4X<(pGqz3M+^Rdl*I%sibH8Q{_5$NTSC
zIcJW9)6i$Y01rk}4R2#QVPjL1C1Ap5DxsUVY_YVq9&!EpqU2oEYJGx(PjCh$O8xgr
z4mx_Oq_KdUp$nRBX8yx{61yhuiJX|Vd~R6YoXGrnk@*9coFTK%q;2-l^vH8F21uAS
zbDVtGBTIAY)c(#%^0X1BQOPkt$6BJ~mz-iT;oP5gN3+bAbn9L?H8{z&CBd+T!x76s
zRQ2i8ErF6Zyoni(>|&q6gT3fE9~i#?OY+cS!qHAge_I(my-km3qh5mBtZI!XExjac
zmY*OBBK{TbO<}|cL)41V{OKSMi;A5mfWpF73c-bDKu$cr`x-%DN_Z{LYo$z#bs
z4ex9=0jlXni13I`%{&lP=uzDy2k++-r&(^=)D0zNLcK6dk=Q3t^H5>6!~>RHR*_mf
z=GH#xj0w7GuR_DZd`_P}f`n#=dt1J2#UZfxp4E3^VtQ{4zSexmlbd6Q{=}pH*|bF|
zevt3H4>>tGcJ}t|B_%ySe*5OlM+bHKZhmL;0P2i;nZI|D75q_Gmq8+*M^!HN4KvBo
z`Mei(2IgqVu&&sN-8A*ueSM=A@@GYJIz^&GkDmp0b8twDt{=hH-*9_%iG4^y`qJRp
zLrALT6A&7jntJhF))-XMsMcBU%gwZc?r5yJZR>DagE=|gW&im9r_8>Q9IW#9Bzod`
z54BGOCzqRUugGyYLSwQu7c)+Bp2ANLLEoTV_^4y!EXGru}qMGgB3Z{H5N*+4L!|DS!NKiZPg#4@+
zBBjDar@mMKE%elUn$P@h#&X$FoAe*Es^`PUSFb1gK__
zJ{rg@d49>Fg2(CU9Vt39CUvf{vD}3V7eoL-p_b{)BQ!OKKK$nBOE_g}YWiL3di3k6
zKD~PnEBjhq-HYMoeIk;7r4Uq&boYJGPJ%e6flMcYi+;7!bl-5=3JM02#yl9)-BYW^
zwAScblH&MI5KTqAzQB861^~nJy
z;=LQLMO!f?-onCS7*#{v4^snHtUZQ()f#|LyBMl$8e`Ee>s@&qZ`aG)dx})obAEnl
zc>Nb2J_Ip=NTF*fo}PG4gsuCPuU)Alr>FqE`PZ|cZQt{e1-%p|P4Xj*5^$G7`>05J
zjqRl!dGnRuzC9)Xa-~ZBhs5TLuWu^4d3F$R6P@d>89FUKr5eJv#VDv`S3kepZLF&5
zXMkbi!DE~9A2_uBaU!prFne|o&;5k5h}1B%bKtCG9aA?vbEn!PLQU2(o0OZT0bgW5
zr1w@~9LTe$kXl5%t}+3fDCzm*)_*xU>&QhaKY#v@-MSsn%Iny%k9Uh)A5*=*iECCc
zxNiGkHc4c`yLXe+)O`NUl5=8w-T)R%?|c3xKR>^#%2Jqw9lm#M96vtlk#PTh9LHX9
z@uRzOag&6y{mW?dHYQJ*Vgo{OPy-IOzP6#z0|{F{-K|xFVZy2Cq_(YjsubS^r6$tzv}8PhboKohG<6jRN@XX<$kq^iHG7py>`6cFkAhnPni=o%lB?Y
z5bc%69CubaE^u|79TgSz76ZKfTT=VoZZL6-WV97?cl#Iw-@kXSF=Uf3QI{QcbcBRw
zLUYNX98gQ~Q*qmg`{ZeX&PhQ%d-fa*$wWU$V|29P>v@-_JJl$Xu%=&F>dVa}*}diN
zKJgLV52v1jtGuDFkTT&beV(@Ay)Eyi`rdu#Mp+wSqcS|5t}n-AGwu35$EX(!#GaZkA0aQZ;p^M^
zSQ3%umVNtKgR1W`Lzz1pUmPy`c1M#%J3ZcfT>ErcSy?emV5hzPM5*(JMn*edCkC88
zoyn5KGO@dR_wIjQn~n`0#jDoBEis2+A4Q-6;!D_&?CNJ9KA2sf##Yo$G8Nr@`&MNBi}F&{%d7M84!(DrmlzuMX|AhUK*npRgT_7k0iUfrd(60T
z>!__%LeIKow$ssZJp((9Yp=D0b0ELIzEQMx+$HI(S}!9D-5|N#(lR%YHQUJp1*1gO
z^JOq0V|b|Y=As9)DxRE8qsMfDs;U$e@B_R{vYDc(8D_Yg4nUS>HA
z&jxBLqb9j=>sHs?`aIj)ggjw#X|^-b6W&MOEF1fXm}P;sAwl4Lk;-G5ESa5XxLNh)
zrKGg9G%*&VWu|wHbf}7do2<>ArAvDKR9k_K{jebntGh+j&GqNm2Gw(CtXlb@chxE!;I_M1JPX_t0k|o`-ge%y825_zBM3I
zANmF`niL3c)>}jrjt`vTNh8d?#X;mR_ro=^d>hAmhQ3FM03dSNXqDps;nuaZ|l~$hWUw?=j%Zw=7`HDs?O?_E3#!rs+C_3F`>%Sx(&#D;3S|@A77u
z`*=ooiDica3Ki}sEYt<}Ai}bdarC{ucU)BlhqqaTk-4RF1_8Du79M+pox?OZlsvd5DpQ@o0sppHlJRiKYz@pwz
zZ2q!yhHG8^D%El0`ZxRHi_TMsb}IE;?NMf;r4pm4?-f3)i2?A1jy1yYWchYFb@%Qx
z04Bxu3nRNlf;NgdFTZ~My0kLVhUc2LrGW5GE7~}AKVuo(K2Orj)(yXO@OgG5am>h3
zqjtb#*z?hQnmQoLh>QhnVMfg7GP617+>~RiS~+ksC6FZv2?31~cOM@G)mjfdf6$O)fg#-o;Vb#}e4|MiTKtdca>lC;o2=tvs`J3tIa#?+Z^uZ~|
zIevYU0`Rz<DrW>?iKZ{UoNlnKwCKi~YY-s$DAFZ!N%R<#*3&auH8
zuJ1jEnAi1`0SEG$uBL^e
zb~;gA{S5Hc%MFve|MO1?rpN0`{lz7o&ZVmHgTPk*8i7#k4*x}<0@}ewMlT=xCO<6%=P)3v9-3hY
z^%^FC3U9vj%!GXe-k|^=#+qyKv(eGfoAa;r+x9*ogIaIbPu7)l+Ne`p3RS+oGHM`U
zMHY2#FA7$S0O~DhEkC~-CAWbO72dSzhWxhtn{jQ6CwyO^#9<+h#O993dM6c5zIBrm
zu5hxM*J(mJLB~@pD^7Ybea)>6DO~i)=aW;XO*;)RRb_3`rN6A~pjkqF44*ej@651X
zCPV$;b|G`?iwlUM3&{hOI;;1ev3k9!3az330*i#zs3ZfY3w+smGYc+rO-;BaFDh&fL3q
z?^`%YVXbwEXtrt*X5QKK`g>5@s$d&RAcU#?25BXkg?vIOeSv4}3J+%Ypk!tg6Zr$m^K`Y{0BNiQ}?D2yMcUELR#BOh(qJ$JX
zy__8w7`SBp`t>DWLO(c?qVdq2R9{6JyY!(y!&kf;+Ux3T;gmc>yKXvwi^na#{_KKa
zkv4JFqx5t+69eX}oe;*vJb5_Mv9SGgF)PgI;Vx`CB2Rd$jQEXr^M}P
z?XXtS7k+0R6y>Wxav@|u5@hr}&1lsSCx;DmAGjuX-f
ze~vZN_SQ*5$*a&|8;B@lQ6IDSYoG>&tc?6LXj|fN)h`fj7DufdQ+mPYZnHl7YydN4
zpTy=TL~I{w)af(ngLs$th(Q@!k>(<2v84KX@Q^VPGA1^M#EP8l=RVJ;&j*#Pubcex
z=~HifX?(c!-CuGM%fow`qraYWVY(ky=mLwA_3o7s(T5daIeh;t;h89fDQr!H6U$P@
zTv}G$gqjw+W}>CTcFmytJ1+fqzw}-*cWyh8ZbHU=UzaTWFMbERY|XXafauPcG2=Pj
z!1%3(3V6>RT>GI=5WERkGRhu<)$N8cwruyO?0yOH@v&UQYI$V62Q=yDsj2e@Z@snY
z^>H#IL`urB?817}q8mt}^sBaZ(#@Qiu7A|Qavl>J#&N@@NzQdUUONWe(tyg>I4`SK
zd--b34S_!A&Z(IG{{DK@%jWT>_a4H1K0u^L*)4T!GZC%`^vSaCVKTStvlx!w3$vK+
z{sR<0BrI$M#YyNAJ`-bp&4`-J8x9RsE-lv4?vZj)Wy8W6S|LKI>K=Wpbt>HjvHJD|
zT3)5i6q#o4jJi@|e&a>=&KY<*Wok70_?X-{%Ggun1`HTo(30crS#S!%i`a!gNLkEy>Z6>r^FCtu
zN7x550+-&C_EQS4gOBjkI%D0*Znv6imACkvI`s%>W(Ohjg=yR5Nt1AjB=%Z=rUhVB
zq>h~fUhChlAKCY@Uq60WY}gRt6Pep$&^(toRZd1G9kN|mE_g*cci8Rj1BwpMxPQXG
z{x%WgqKHXKpIL$V5pF4L*}R!gXknAln)l*Zic)So+2I1)xaX(Bay?fBc=}g-d>prP
zR`3+3YZ3NIlaAI0IwYMQV?cP9l$dBtUBS24-Ko4g8_xaJyba&&FYD>*hLByVtD9Iw
z$;-+8$4kdG9j89tXZzg6kB4D8$mKB|`weF?Z$uy@^;NG=0ALjZ4Ll_bn5dwz-!s$>
z5GPbXtS@qMmZm!|dpB>^!Gu-kBNp9Rzv7OH`QEyII3@X}_bY$Lzf4xj?MXCyX=!-h
z4+@v9_26p80fD62YmOQPfwyJq+O=ydi;IW#%*mhbq3ZG4gd0D1{ya$2@87@edGbUm
z3vO^q7I<#DQloKWl9KNz@4pr?_eEg`rqZy7%G
zbI7$sxB!mgqRPrgDNd`25D9B4xFwVA9iBdZ{1KB753g#0^Qq_GHF9T?estpOP{#3^
zo%{6Zlw~77BseVYXwpkcO1ef_;0Pid*Q8h)?bp=&GxXNSz=&M`vu8(Ne)7Noxw@7$&8C^<~q_(!6{+qszD?Go&Q8-N#vFMkl#4=z)bA<&YeAXYuU~sD%@BW
z)O_)Gr1e&6>;NRvo?Gf_A&83jM8n~WOqTD%r`TZ_1!efJc*?*6&7)HJ2S%KC_H4)R
zgEPGbqyg&J5}>(6JZ=cPQ}l7zrzWecTHTt6mWvFl{I6j0h!F?i+Kt@1XHWVJ-GCBI
z=0;oFY{qQOwx9K~xSoWpU+~pWK$^nylDt_^RuWs1@$0Qrs#8lha_)>|GL)x7Kb{3t
zc&PcRN*gFj$b{O42H631VAc;wR%6}TT0^}kS9DR?Y?j^>yk~pSmhlsb!n#XIS&@#U
z7wVi+_7|BpWJce+nJL6*m1SjGfPbQ*?YL&KS;9^a%;N5{0}fXsd>6_e|GRPQYuX$e
z&HLFo2GzemMl{<;%LV8{u=kkcDMGgqtM+44e@$BD2)os&?_RQzFj9At2X8JV}6E7BdM3(Q8hmhAYfBg7yf9ff+
zYzm-b1$6+FO9UP4?ywY#VoJ91SA+k^#!d+uDSV@;>EI=Ldg^d-qgUVd#MxB{jt5bg
zU*fEhFJ8Q0*k;bdhjV;S4E?uJd(i2I`FnHB-C6=Tmt0ga*lWxsE()CU$!n-7X)`VsAmu^#%QC
znqPGzM-7KGagpuCQ
zJL&qt?+uP*y3;nld5G3d4z_jQzI_0umV`gM!v}QljEx4Pumj`Qv4J;`qdcf4?4=O#
z09yj@jcW{6xxpjoELbp!GzMTKEGemFt;d3wZ$dA}wK7*SkT6Zbbbh6iX^&q;02arQ
zYTy(&UHoJAvZ+nmd_9+uqWIsyt8ExZ^{Ata?GHgtvSR4#wwXl<}MGyd+0K9sUzjg`HL21ug$$?
z)}gRDzMuBKl`bx4ppXxNNTBn24}{f5YBGN-eKgtq`1x}mp(`CsCj&4df;_i6s(<+poQZDk??8QqqyPD|%=5ljRPls14IqV(`4PB0M`Ocuu=r
zT)M@-|7USeor`S1;KaDK=2~dBT2R()?b)kW7m0Ye5(86H)!%Pg%CA!1C2ShPwK536
zdk-CY0`l`i;=Ef`yzJu2N)PC14`00Kn|WerCP8!F4Rg&WXVf|X?8V%$h(uT!9x-nBed@VjL-V%-y>SAg@U%;ubn;LFgzqvT1r&e(-qXdUx%p01iiJD>7pfdOzUAHC
zMSsu2M~ew^bEM$`IzC+wXMJ8diUs(YeZT^ViHYegMEqLp3BmQ)TyX0j&fXD9Gopwn
zin(M+5zH+W-Cz8BB+c5c=
z?QN^5OD`%Z%6pOKux!@f3*#dQF9r`D`~%|BM{2$9W;Zeg&*d$YQDqgCdBpYZ(oKK{73QS{pL&>L4owN;$KYu<-6sP1815_g@6RNF5rPcD+Okc)i8GwXiX^}2=RcmrTW
zp`FOJ$$g}z4bKm(6bv$NZ*RFxC+t^WIDdXIxgYV#puIuV6bT&%*!bM{Td(9E>tC_O
ztfSLxDI8L-J)@{7*8&_V)RQn-kUw)_U2Q{S*jqu6QcXq6=$ATYpFl(J9mr}gtU1?&VkVah=ksg+VqCfG7KeJAh7_0w;CIq#oUa=>Br1=g-kT
z3tP7>>~yNkW5lSoQ6eS7mA&!uH&cY|S4+}Th<3
zeF3{tll~>d1FTs`OzmyuQ&wJnQ@r20x_*PM5X`*5?}O?I$bgL$78a)c#A|`cL$e2a
z@K(R*xBo_PUF`mq?4B8pO-0)R{pkB)O+xrHLSooFhn3UtFqQf2tm_y>Zxk}C5Z+i
zvdMYVZ$f5L8}DDvp%;~BHr$BY`wEVL06FH$ZR~Zw+GL)vSK--VSI%k@EgtDH=n)wW
zeG$H-!uVwBqL|7t?{04r7Q-I&E45BEzsP3k<^*fzViljgdbLtH$>{Pk4zYIoK>_-+
zn+`&MGmW+Cq&soy)KfqsBbt6Vt=t~}yA{rQIOoD*olaNZ
z@u8YQ_JQPukMoeIOs2>nw9K+;ZLwC?jRic
z*m|ab&!%XjK=phc!5MD<1@HvUTlVL|h4xfRDA8MxoSpIW8)0>TSpx1@dxh2vpt;J5
zicw47EMBAbG*~m33J4vb-Kc8);!RTpkw^XL41D8%p+pTCG9;t?n;{No9XYGuc^t-&^H3#b=B8juHW
z!*rOGOV3UAAb%!D7YK~Ezvy`i2h%>fjb`l(GN%a)Y)$X5qMtEAa0sMs%IeDBHQ^4z
z1$iQ}9A>28XTL%j%sR4un9*ouWeb++YQF7s%(wt$puWM7(vTgy`qx66lP99f{1%#N
zu}PNBoHJX(4SUO$E%Bndresn`
z^8l%9Cf+ZOLMwHjsoW$qiTU&9r5|?Ulu+woP{o#bitks#!zWQ=Az_kkSD){^@%Cyl
z5y)#(9a+pw+Mu712KXw~>S4$~S5$~9H}E;byZ=0xxT;@iLtLRtP=)z!u=hv->e-p_HXUYff$9b!EM!VH4jM2@XdKZ%jzqKwJ#+b2(+
z$SjI$9{#>fQQDfYP7eG6CXR2zs+Yk$M6Bv^CFv}``JK0)*4R!bO9^CNx@|3rAMR`D
zVfPNb2^yizI*#pRRyZuUO%@K5V4$)>l81B(OrVat^Xr>F+=G(jA}#}7vTngaPd&kc)cv?(GgK;v+Fd%TGOxuBbljM@hDh*~BZ^In6ek{;II*P+qdr{Hvq0Zz@DJ9
z=ptDJr2w8RgSgixAfOYWkNS)mr8Ht{k&uz!Py*C8_~znW`P@xbMy42ghlp(nz4?a>
zV>fx9nmw+cOpJ|>;z~rf3~zNmyM*o_Z|vH9Lz(MlNdtKcuvo_up=azxLg37lP5q-y
zv9B7p*L>cf(7i@eVie3lxWvj-0z)G%_oymi0IifaeOZ^(`_okNVusvm16K4sXNDh(5ES
zS21M(L|`!Mt#dYc(GJ)u@L7xD`JB;knn+2;!qRddlr5;Y9r#pCTwEG>3o${vL4yVv
z=CJUVw2bMGZSq?W6G$Y}yfwksHoj*!yzu>d!A_@jQx-EJa-=@8vPVFAM~oTMjj*CLUNHEP
ztGIOKN_*w$Z+`yxAr5mfXkyt{+QD#s#Wa^ohP|3@W@cvR;E(}El`axFi947J?WFyA
zy|k~3FN1h$2(iM@t?vDFyy~ruFFHfBnYXmT<;JO%D%X--oSo<0c>NLFOk$V&BthDv
ztd*qLigt!JhbfBESshLie*Dkg&^8pv0gj}UW*UV<_nn<1^ES+pCLPCCE~ITvB(nnt
zO3`?SF&qw!l>e;M&inawfR95fm7wL~L`g?8Ny4GyAE({Al$h$wr1d?8ut)61NW3nS
zcz$AsQc_dfZ%h2ynd5YX5Zv(f^J8D0AKR*J2*a`SMXh}{6Xfg|YCL&sq1@`I`m;sD
zbQOE0W@k&;Wc#N8Z*2elYh%Ywov4;PeEW6)h|0ZP-v+YW7hhD8hw17Y9JHZlVF*``VVeziJCGtFlxl2jw7~H$T)g;z*^MLA=;89j
zlG(kCT-6IW5IW-{cCeu78(lXxd}+Sd5x*TmIL%KFH!iJvZ@l`{Ww-W9D|e6*3yVrg
zm>ByAFmcQICF6V+vRT|jO;0hm-L>|W9EiUJXM#2<4wGb2;YeJa#rpN5R3jlw_u;uH
z%!H64@iJgu{v){BloUg#<3qOYC~5rtJ2fSx9a#wZ{syW{kks>-CQnasZvZ8UyZxtZ
zO9%kHu2%&f`$B#zN;`my5`f`@*pXs_xqZ9_LJIfhHI>{}Uoc{cJL!hhp(8qBb4k>o
zMtc+8q&$ASSXm?c)YxMXm`W&fi1rB}Tv(<*~H368DN05s2e!fy(<%`^kD#sgb?~lQa5seqjN$1=iq6M^D
z)E?IXW$`eZ8=IRo8)^t}4#Mx1T;x{%B5%VuM|k{nVg*A319!GSSWJw8^0k-sH6Uov
zErnadE3@&0JE7X9PLhK!*J=g?4a2RHHY~uH(t&WO-v{s)p9>edCz?7};
zHGD{#?!n?^IYw$J_$)Ltrhum4)KkEG02wrWd65a;yMN!BkZQxTi|qhX4%#dyl3=e|
zZr$2b(ulOvGb;X*H$0QD5e`9uMf>L;JkriDFLhOq(m9tt`VTGt0`^o;R$iza{k>2Q
zymf@5|MTdcqC7)i*ilZ)FeRl1Bbwg44j=&d#Z#yfYV-
zufzCQ-V9_<51?G^fkze8fLMajk~=Q}N0dGHBgchK?hdG}gh8+?=@PA#GXI5kyxBS;@bOxzD5beW?~M6NDv0eYuTu)vK{0
zXke|TqXBPeWz{~(>_l;~h1kf{f9KID1&H>H=L;V%@em6cB)x2(l8;6gb#--dd8#1V
zFgU?yJLu6^Ai6As7WH4^`^xJNseB#ADul7CB<=#|qiT3&@H7)Yot6u^5ik2vtO$U!083EVPcsH@uf4c|!%J!#O
zORUtKoNEf?`q^h7g9(ewM?9Bo;{HVw8zrR>aQtB&xbiS8R3pT#lYxQWbj(3$lgpU8
zOl{Jn4!ZQT%{TOKK0bDOdF!-G8o}dXR(A2dx2I_$X84fwV_xu#z@9+wb4h_khcMj-
z96bz~h;qDj4&1sm84KA-baOa59^t=*7egQPs&k%&qlwx6QHKir(*KgF=%U3l;M&S4
zDG3egqCvRzPp!W2h;+axY9}p9o)0(iCn7T?6sQhhoSBN*wfIhc07jNrSB?312M-?(
z<*nu>99
zANBQzLzPpVKjOeQpcEoE2H($=%jvk!c7-3V&zL#0=!Ivg>)Vh29?o&=GCH^7*u{&(
z&YV3vTurSHURhRZ6mF0+SW0UPDQyRI^d^u4i(rVkn-BRFwJimcp{w@+S;kq-->^ZM
zCJ3<`02VA!I-j=^m@AEGq6aailDqxRySlpSm;_82*dsMH)vmUD2@Mv*6%9jqkfkWi=63piGE&i_Y&xA(3V`~s^>pZgRZvj)A)XfgZ6lso
z^n{?OB?CWi&YU^!c}a>TpFejcppht@TBewxu=@6enqR*JRCV&qnWHq1)y4KRRsm>h
zYv=;#H=lwFYtsdsq9+6rg0yzzJtUj^VQ;BT&5x}B#TM~j&|>?vT0Yt!KeCu2TyuL*z|)rWg^lOo0Sf<2^J3}qP>%{e`q4uW7k#A
zD`KJMAH`OFi0gTIt?WME&5!Zi>dwEE!8z;ZOv@!)o4s%4NgTIFS%!{frN1SAIQt2Z
z^AXh}coQS3Yjlv%F)!bAtJPI%^pv1%zF91naKimmjCO}QoL*=)68XRVoH&t+5t+!Q
zT&~upG%Bg=U#~jiQ_~(hjLyp&=A!939n3HN{x>Xy0M*5n;Cjpp%PR&clhfEep|!Pn
z8_9rhx}pmW0OUBq{_J1(7iGHd=?yXG5drKos@Pf!7HIlZ`2W3k8y%1k-wOZdQdcRq
zo=jZ7S;a%ErYLOW?33Ru$9G;9lq;_&l&erK8;V;AcxRqdCkfE!Fb`3SRd36g^u9}{7pKK7Yt{Vn
z>2EByp!g=)bKJINfRYHIJj$8`QTPA;)A)`j1_mz@zXaj_h={HJ??3#{{{(F;`|1Dp
z8vpOdWoO09_`;WPkg{AoWy?-wycK#I~Db@e^`v3jitVx1?@c(}_XrplA|KCSz
z^hWgi-#Zr{ZE{2DNGLZy9OhQF@vE|z{8X5OB79YIcDRtwn>7JML_lm#iYA@A_o@cTD{{W)?*)0G7

literal 48171
zcmeFa1yq*Xx;Fe87@$}PDuPP|MG!DR2>}ZfknUDdkp?MgEKm#-34;)6kWji&L=+^X
zB?Jj+P$ZNuxOpmFqb*DF>q)8pxa;F`Zsx(#isH&X
zijh%6tB>lq-?4_h%%!=0;a^X&%g%60D_OkXx-@_Jku!6%-%BPOgqG6Kl&{e%FS=Hg
zV=$01KHHyDevNA=tG2=2@JR#?hI}17Z)vk&{$YO2>eKTN^W)b1|BwFP9s_{~-rn18
z7e0UVXoH&n^Xh74nx#wodLn~UjkoY!yuX|AHvMLS*5}1d{)J~1vTO&;x;IElO1@Ix
z{Y1>wWvdDeg%Z!SfRRGUSJ~kHwRbI_W!v#UF<0Ht6JECU-{?m(VwrOeu4Fz?y=c{;
zXD{`OIJa*Py&toXLaDn(p~I{0vIt%}Zk{_4!D`>JMkPl1!yDjFjna`g$nam4aDH=&!=n=}4JX=1puCf9jtp-$ba^Ci`p
zHpaf3DpD>kE}30Hj(j$~%ID9Y7aYhls^Ltz_~|J5Fbj*sOuM1@7MH2G{63R`#x%KO
z9`q`AH}Q9Lbw#$eo^G}(7jfu~jHdx)Iaj57X9K48`qRd}1J@!rqTI=#lL;qf|I
zoP2!Bk+Ol633;mp`3A}qI)bc8c7$fB#7h-;P-ria_JUpCfyr(ucJP~j(H`xsDH*r-+AR27;_jv%%pHf;D@&_m)p&K%Esji$4OF!i-X8t9
zznsh$Zyq`4JGX9qdM{UamOxmq%HIZL=>pGx6#w;|U|B2V0_S2O4_o5`vwa
zoJN}MT6!KE1btd1HvLTeHltuaW~DT)zYIAQ%~X@eLsO{Pv=5e3C}zSRK75EcvjN}V
z^5$mDJqEToeZOM3!F}WU_2+|x?aFFh2Ac$v&J?(lXDr>~blTYU*H;gjf;}IDT_!(#
zRo^KWlst9FqV;gqo)uP@hqePuJlcDNZFJy7DaOMjF5nRjpBGHA{WW&f1D(yNttnjDYd
z`C^91Ml0jbd9HbJra!-x;&?99#Hf_&7v1~Zz^jva&bFtrkZ(mnz#;oraWf-5RTt#t
z@AtH~w|}43b?9No;Z>b|Ss%EaH|av@J{*HV>66aHf$52#7bGOy2doB@j4Q)#*-wrb
zX61hV{Q291?I%ovtE#G4a!*7UKJlPu*~g{&;$m&IQqh^G_+%8<{)Ts6Tg-8^^vnl7
ze*Ey^rEtsrt;bGbWI9Xyg*W%rztktkh_aG!X%tI~WABaC6t~8D7Q3d9AMHiL$$6N&
z-eJ*7k(gBFwS!prYP$B~-Xkq@vvp_0wrttrk=nH8pttpKha|UdwmOPK<=q42EMGZ#Kb+Q
z>>oqs?pC)vJF-Y*_E$Sij5(@^cZcfu^qO
z>_nH!wcO?`J1%~Hl{IVD$kv^I$g|YEEGW==Vq=HsDhkEoCxKoT%vqOwN_;D;s@8Ab
zyjxDL$d&W5gF}qT=T}0OZP(-CQ1T|R-bNdY6ME3Il5$>hb8mLs>GTH4I&*W5&YPEJmVYL3m8pNB}SoeI4oADP@3Mw2T0h2D~3z;R7WcnmzDWpsx+rc
z`}2^}PrG78vhh$;Mv{=-;EOwVRyfbijFTZj6+a~MtMwYWc)iup`cLm2IQw>4&SY<_
zxRt_$k5&n=P=J{j`a#f?w%m+;b6@N(t<)E6g3gY5x|fU(UFx_QqZ0cqapwJl?fX^~
z)bfrCezVy!Y*a1{u#sZjqj=uHz__a{P&3CNqFX+w
z4c>wY8>0~FPR}CLVQsqIzxMG>cvwUns?9i!
zba4W!YT~r&wq_T9`0(l7UFM%Ea)ClN3=9lmZ{Hr*$+V6>Tz9FzelLbfc;(^+l>E{o
z1VV0J!FovDo6o44+qO!DCl!9c$hyCL21urP*(6m6MPr|w{EMgUYBWU8cPWout(ByFDbxPHB
zKJn7D@j&E^Ro+sy+|_^BJ(%7ZbopqcTySb%@WY4t2N&`jI;5RtH&jcSiD`r(Cl8M-
zYEQ9RJ{d2AAbW`u_cnh@JX2u(^$m@OD1NZaT%tNSW0%SU9+)op=;%%3;^N}UhjOCP
z{KmB$+}tuak{XoEkO-NlnVEc)!)tEcyH`8hS(0M%d0(@AS72{#+|v~W6+YHf(j&pMPNCX;RH#w!_$FFDF4#eEQ
zznYxY^5x4n?K^i9Q*o!{CQ+yKAg5tT{)-id$$HDq&L;2<%U2px^ONU#u3;N7fSK4p
zVY}YAv@ezTO?AAE@C|qOUZC4bR3mbPGC_wlY*j>Mqlh&oWB8~mOk7m*D$$*jqMS@*N-1RWcyao(d{oN
zC`f4M(Y6H!vU+=S&4r5>qky0E3FdK{8LcaIo*L`4_o7XjHGT|?1x%K4p>&gn>9r**
z_i;1c&TyS`@i0ZD<=09zFBhxcyt<^
zxRtQLPEmEHEYh$vmUCS?)29S
z7)(0%VQmto(S>Nm@KZoaNtizu@?2&e)J5UApuU
zlQ~H>PO~oCg+h_HUQx9>-`Lb`ZavyRZ{D=x%1wM0HoH)jjWJDq5Sl)`v%
z@A%b|fM63py9OFgRaK+7kq&D!^d;wHnIqTbPG2>GK_Y`3ifh6F2DG;4bGl>lL;_^S
z0w;1RMcjchz{sQBoos&LLWHi<4{?I$HzMh(f)stLM*T`%|V+gF{SCw7-rL=#Ox
z+y>O3m3D4+Jg;+TC}EdU1jC0P>(;GP2{}qLI@qkmoBjQ2kVEe-tbI;VQC(1Q1#NBZ
z2LW}>?Ck7@oyER{gMo=?>(EmuY5WnZ8ISGSwTmoK{1=0PjMK?drDNP(;kIDW=1GYY
zC;Cw0K0!cOzh+Gc&eIq(TPM=LwmXpl+;I%we7e$RTsrWUI}1&l#-sz1po
z=hiZc+f!}~0TxkRKNBNk1peH7-4hgAe#6PFo*`@5r3k3@=1I_d;O`|is}5AVNys`X
zt`s2tnEMKavuB?-3o*+b`f>dpt4ItA*&5vil%`rhP2YzPtxC7N;i6F7v~EYn(z*4S
zwB+ib5BTKe<>@$vO5A0W1bS3PV@k%_%b6O?8Xg^0K}|88$(@}v_Aqq!wr+d7oIuVq
zXU^bn+zq#>s$J9AzJ2?AyuF_TbTrH~d$wJp^c}G6c)vy^O8#|-NZJ6dgm)Mq4d>3C
zJ6no$QjC1jY1IV80XHa=`*OFLcxyojdVBZDFJ6{trVnvocx=q}V!3mPtc1in8(hW+Uyy{4pp_?=+emke&{w+kin0F{oJ~jgT(dg
z;&ljt9T-wz5L>LCwigKI{Dlib$$IG)uTy6nI+mQq+bNto*D=bZe)!0dBL_#FI5ZEH
zw|N+7{`ppKe(rX;98pMDo^-KuR>ZT-qbA*4A1otLW?gnAnlPK>dM?%M&+PMxrNAHg
znRiLWCoTH%euMr7P}`-FiZhd=Itoz9@a4v`@I|9Ka1IbwoZT1uqFTSlkE1a|V-2e!
zXjiVx3285S_b$e`E*_%DK}}BTi|Ajd#*#i$U$3s_e|6itP3nc!0fJUOets98Zu?cp
zq}QE)Ws!FnIQ6bQd*mU#UtBX5{ds8UdKQ*A@Sa_qoW(Vr&z5ZjbB*U&c!L+0V`_ZJpKYW2
zR>^%bO73Sk1O+v)Y9CnJzpVjJO}YHzEPJns?!DhQ}BY8XB6<-`M5|epgPqAj71*gi@F4IBs@yH=cFSAVu?hil(oh-?v^x
z`M1jw<7{yc4J(
zvyhkYNl8hC6r&nG$SI}4Vq)bk?q{0b#>AVwzDl#{(B;H$<-rM87A+MrIk=)=jC!IR
zPK(tow1^DUaD#86cEnfDEjYHs(qi_befWSZSMr*(?q{@Z-YP&Sq3b*p@5emcv3`ut
zu=04`%-GXnKW@kUCB^>PMzeK!v*F#{7f~!HcBoOuByB0qT_lepHnDUfD|1EUJ|Bgs
zBIbi;+99mvERQ1$$AewF`ubuaxqkWRJaX#-6eRxwJE_YR4Oq`1sDWSIh$D1sTOq?%|<{Q4CI1#Oeyr7&>Vz@RR4
z-c7)*;Ml)KQGOiw!yPiO`V3yG6Z92Xv|(QLjw?$~7a&N}JK5svQLx3v@;5i=*mZ(9
z4PUA=Y}qnok&PC6G2d+g)~qk4?$Kk%_%X;c!2I;i?QL!6UaBXXH48aU|0ptQN`Fa2
zQi!nPXiO-Dvc|JnVEjfcZyk|X0$mY3S*k(~~HB_qSIuri-+S0yz!h`owmo<|w
zh5&A!%$)uh7?k<5On4NZ)urK8V+5IR0JMiHEyro80X)3I*RYKUnJ*Sx
zXBRVio&t2ediAP_`HjP0m#tb=2jwLeYcm>pjb@rzAVeKDNus&B%+1&p78Nzd`LExy
zCE?ev%di7t0l~nn18fJIqKTx!r53M@CWF;zGV{>eyZWX639{4yo_aqgMV5h3>A6gZ
zqknDMf8mafjGER|Pq8V0uabj9=7q9=XjJ~b5D(T@rp6V|UaNRzoG)R7zUVCEIQ9aw
zHUj?{p>k_xUw-Mws~2Ars}_sGM&A`IY!{#VtBsCOC%hXGqZ5Fv<E2Bg@nRKcDg))j}2+&2@naWn3@A{p!DfMA|bEeu;F53DyAgP^WyZc9}cMS
z?2;N98of2K{s12%ua|D=ChRMgJ#V{ze0IDxk$lzFA93dw5BW$|@$sL|rv!>Ps-okj
z(jAAA6>);q{y5x}I
zU>!i=C`5Fl!KRGVRFD(0AaL;l8wxO1f_+{iFI+)2Gj$KL_OVT&=Wh!NIkdk;IId
z&K@r2qIbqRvBBh!OUNGf1O*9oo&6b1rYV@s**bHuaqqCX=`JzbufEoT0nw29nnfYF
zR^WhYQjFC+zC$oleR26%-J?1oMYSZt27v{QYF|7qxS0DT$1xVjX%ZYS#j;((!`Wjc
z^93ed$;x&wF`k~`sQBlq&^Htcguw%h`aXFQQyDJZH#L;!&oo#pNVu~j|9zlbkJEmbxExsHIM^R@us~bo;&ewrUo0bT^*bJ>t>eMM^Frb={V@o|m
zq2DXp+NM^Cf3kv^12P(e^_ZH`9ug8Fu4;FrlZQ_apdZS6V_>P{Dq7l07k`dqPsb+w
zapmi1v2h@D#`0LREbAWc0V}f#+v#7HGLQCbEw|D!<)-%ibYH06={IBog;byd&@Ny8
zsa$OC1qg+}$S(Lv#Xh@20|EjLxxPwDQpvbC0G3AL8{O
zIS>zR2D;;fkQshrlhgya&z%G<(}eM2eX+c(tQHk%vjk0NE_=csXQT&9C~McQ4KOP=
z<&E)QqAgc?;{!}Ypub2LXt7WC4Xh!vp=l*Pn@&nbM#b7Xndk-3`CuS*gS`4gMn+DK
z4Hz?BTCqhGK=?+9)d^0W9`wG+uO3@Wf-zjrp~pL;s%S#^IyRT*_0b6K!`M(u0z~rK
zcxT89j&|dcHF4Lb`057px3<8=U
zH_?Jxigw>b2a}|U%}69f1~rEu2vey}UreVI=P6r)yznLN#SfHqR$qTT1H(DTxLxsO
zd@^V$T@!w}gUwl_>v)He{)VFZM8q+5Fr$lAvQlKcDYQ=4QD$zkE|2eG#UI>yx#Tp<
zVfKN;O6=OU?I?s2RTQ!^NQ5X?#=z9joqSc}wRcIvfvY^R#W@TsK@W7PrqMhvZimd1
zZnSJ%LjT;UL16;8RO{e&B;bUiwbIObt0KLKyo18Z#m+7ckXwW24#XGW%Al3i5N-|r
zDt`R<`+|aF#Qj8*3hbKENVf<9oP9=|WxNeIjUQ>6&bW|hF4Yi_;-|joNu#89!hb>e
z@9y~UF!jbTD#*9*7mD5tj}IMzbV$Uq46Cjf2&29AFGGoT4Q9OyD4O|zNd?A+-)^vJ
zTl7*4sKp5=psKMc6@I)|rncoDeeig%zC_5W9wFCnPFt0ge$i&}6zmz+zSz8H1wkxO
zxU2dIIu&$NL9HpPt{iQ2Hbs)!GQo
z41rcqX@V}dEgv0dtQ!6KnJcV1h3I
z3mF_Vj+3Z7R+)*va7_}v7I^gaCFJ?l82PdRz;wneP{m(U(D>0`C1JzVLj5B4B`%^e
z>^BwYY6T)(FT_i)UA;Q;VP`PufP~#+#9)&wS+U_+etv$RP+iSrmrb^y)wk{~bH6;k
zIP`JH>E>v{52mH3SA}6tq`}d?x`g~XGBcZsFD*Rgqg
z#)Zr=aFMclF!(AgmDQRn>2P1}zB~P9O%tY7OU+J9%&?F*8GoJk)l*CY5S$qD
z$ClEkJdOWmhSj<(0e^*Sa2EL4`1&#G4{mAjnaJ0FKg#lh@#vqdW|xqV=BH1eaH!-h
zLleH=mD-owrQ?1(34?D0
zjh_HnP3AsI-)@`=6tmB*khn=^Ca@?-DuGaFR*`OQ6nF^Am=|?K
z%OyDis6#g{iQ2V#{&D3y^@^E^;4(UX5&bg!W7N`SqpVJK;ZeadtmO6JWXLUaL#Izh#tG1jg5
z3t&;ahc)eT_Uu`cqKWCB<$%FrH7_)jW@l%SMNk8};CCD|iQHQK?8r4R6`z2B7oU?1
z`am!q;9zhiBf&}lB6PjMbdIKsfyL
zb)#mSDlwNJ!Vtv?)s`6f!ZW$*yBW#vp@3GAYgJJpZ|~rMnk8;K0}(hHL5`TCH)x^F
ze}XO?PD97oVITNU86XQ0s4v2GiqT4o9}spKZ?-djbA34+Kx>C-lpVwO_qTFFC!L<2
z#=tD{AoGjTq`Bb=O?o|SeIovWz{Q$1XQ~ZMjgKY}1rTOC30$BXJw)xprH%d+dcqhh
zWfJqcqqEbdM*qTv3%!Ufslf1n9F+h7N_^LKJ7q~kgU*^eV^kSs+w0KqO@OoT0*_Th
ztek{ySd(REe#67V7&!mQUVV2q!(ZROrp{pAnokX3?s>zBBmpH13K{d#C;Sd$pAAq|
z{SGa~(P>aTxE`cv-An3jh=
zX0#M~unN3?hq3-$s51lvr$&Nhg2O=>RE1RS3*8LoY6uby$9~hE({9Z_+S=O*Zv{@l
z#S+Jwt0D}gH#Wftj|ob}JI2kyh#A3g$71F8R)*i^(N2Gc_D8%l$Zj=YQUmcnVD6HH
z7iu4_B^LmYqQ|N&wZu0A&C&izm0~QEcF4a+BR7)TmuA-NaBK!2X5f-DXl&KKg}F3L
z>|xWO0eO^A=WL4P%b@$98qzy5a3w%@(+*F8V17ov1QjI49!90s6tLMx9-U0$p}XM!k^S*95SXj}V~6csm*$(%g72fs(2B{0YwQ;fuMz`Zx8
zLXH#8S(VYXV)^pDtDv!{8F;aZ5HAHC|C{|?HKI1-vnN3O8d8QnCl&1m?(P{FFtyVm
zsx$c$EES>6u~uDW
z%vL~da18En6G_0N%waM{0R3vDndxNBwm6Rml6L`c-7g~2Y}R;{hK{@o07heq@D%H#
z2txqxS`6wm9GZa!WCScpj0onF?Eq+Pguj2CO5UQ3;VI!2SlffwTnpB_p4xi+!L7S@
zRUkS*D%8>O)DnjO&W4FBMbiKm=gUJXZNm&oN^!h=xjUs!mvA%Jxv3UoRs%??g#KYp
z^*0o}dBX=&ZD9?%CLlq-#M=%a5uS>dZwd+mS;f*K;6uLaaoK+29wCTy*73~5XNbAf
zS)5vqpbElHn8~SK*8FG#ME`)q!UxAF%aq@!x&p4QkFW3fgS{rL`B%Joyg0KeQEDLW
zaT3E6re$(UIgp*MuC4$J^a7vDqZ&CdyqIpfuP8KpZ3*E|
znCzcvwtA0%tO+$IkZg@;-Q7#J!5DXRNOsU2J(%dW%S__Q!spt){TLzX&~XaJ#s(UR
z_dcKaK?o2*zzEeB>LJO=e2p#;C=_I6?=4xm>0F=V?6f`9My0J=w-VJQuvY&0@#PSr
zN)2!2DjpoJg-^-)Y2e@=KCL6Y|{)L9rTFVGc9?~ip%b!U0CWX%8
zCGC37?z9${D)dC!WWB+wb+9Sk|4jFwXHnGD)C^jnI=DApyQ*8tuF3Mm6(fiCy9bry
zH2I+l>w$RGz%150a{^kIH0fkgbY3BVX&=ADGoM#v;aA#C6I;`dcmN+c91Xmufo
z?lM#Iw>K6kQ+6bw6B((;pPyNq^f4y_ugn_5i%M31Ccu;Z}YJeCo5_74kD1rc`T7YkAabLk{ICV0Ud33X*
z$TdTc%!ENj3<|h#7~T(5n%U^Qigs#>Ebe^gJvUZcyaaid^e%Y%EuP&@S!s~rZC;6K
zUPE_elPNHTRptzWnlv#V&c5vaY!F<7+F^}C>^%HoXYZGsEUMZFs^4NRF+JouXY42p
zEB!gqnjk}6ME10|Icr>Hywo^kbh?^H68!&C{n&VG_fWjeTs;3mZaYWaap4351Pon?
zf*kc6UNTirAo?_Lkw^Op*qw01%7eKIBDCuq#R7jz7*?g5E=B6|fCR((RsdZj+H2Yu
z2Wf&D(kT*crKld6x4-cKAA{!+G%uO
z>+XuJ026vP9dc-bguo#=XNXHd-$*yf_=bx_RY{-=b+ZOaI9ZA$Mq!!-lu?z>mgXYa
z`zh3;AQhZaM@=Ndyso4#AVaB^#KRN0ckSwlDYCT<#)XNzwsaK|+5Iu)hrJ;Mas#Ad
z)l?nu?3O}4!n8tnsL(7^xH%7VhHWl3sP_
zyBoT5Z*mJ%>u|i+XVF#E?2ln3TcCjDo7x~)aHtr%5r#%Ueszaj|0dEC#|=K?LOO2}iSGJ0FvD~#vOPD&%2YEi$_P9(mmbw?depM_DdJfTUvV|=J(
z$l4L!0-KI*^=$EdB6p|-+V0fR{bQ!Mm22nD6U6d{Bz)@BM}FgfCN3x{;)N{Xx69SbzpKC;_DYe1E-^W%6%Sn5z4`QEM90%=0e99Xtz|=p9Bn
zXwUoC=)pZGd1=mNeU6FdEuuNU+HTWNIXXBr47Rs0S;|RCUCKO3i~={UMaB>#PXoGV
zLVN>~szFGe#F0UlNq`w@bTS+k;&5R0JTMK0Y(NwQ5~?0VE^D;^vl6NuGHwYYfGbhZ
zA{@TnV2ZaN{IA13;<@o(fv}07LuMv|Un+5$Dj3@eRJ2$q>@uJPN|519W`?qcM3D&q
z?v^D_&(6tFK`?`a?Fa;nkPD87Cx~nxaef+-47_H$TxU;^uqdQbIwvn6yf`!-BL1UO
zlGHiEO$ZIZ^j^(RWiUedwr9;kp^wqa%SEpa&Cfqf
z!i_OJ>8G&CtLHH@vK%XL*kihOIESIfCTbwE`m`WNRlMXkus1%
zgtHeJM6h*hG!N43z!B6ygOV?GN=YiBE-8mftjw96?3;9*8=8xDnVBS7Aa!I&lA&to
zHJEJ*vNxrV_8tRFB3S<(;^#Qmo-0dP-;d8PFvqR=R~t*RTb*8-sd4pZzC(Hm*uW6t
zKcW>CfMO(d=F6?63c6Sqr4UN=vn*#K9ieqxL=+ZY)&o+%H}M;F10vR9OM-#cNn!t_
z(K}K;93ePqE`V^dH-Sh}NOfQ_sIC$jkpO2~eWgc;!rM5_V-L7y7M_KnXH
zcRGpN1P3JfY#}X#TC&q)lYqrDR;TYr5JEUYxR5k&P8iX-fW3%ih%i{B<4{hWp~aaE
z?^NnYJekCOM=GUxdqD3i(UjRFF&~JMgjH`x!l8)S5>%Q7JdgC#MFg;{{T$*M>p}g=G
zUoyX`w_J?htU{eC9?|gZAu_IJGC>cit5>AuPS4WAVRoBpZLuiavOTdi6-&1!{Yd*E
zre@ovpr_Z>P=yc+fU=d&|7I)ohkUJN3tEMAjGMX1kB7hhk-yNbkI!}135H41?0WJ`
z@_h0y+93b`{E?g*lUo}X(j?%$$Tg~3TU!Usfacn)i(Tjz+itg(Xm0{?0%YlFT;4`t{+MA)H9Rl)E^N^(%mco1Z;Tx$lYuh$>Xf*b*GrVNtXL`KC+=
z3I4Zk-mD-f4`^4-e<8&d5Px1dJb2WN#=mXVaq6j9aPMwI(20DdQ8zyQf8@~(r^nc^
zh5WDzurWmctjx{SldxdkntwD`85uEPIf5fr6j;p187Qp>+Io5yS{Qf3du1a@FXUqj
zYpAbsYh1qlZ;}?CA!ufXV5;cC55al2Ll=NzC^YaCN&u6dlL98M&+k=*h1AmFNx%_>
zGA!YyvVuj-MVo*pc&qWK@6w7veX2;?Lxyny)B)=6}07+-QLS%j)onkm`X{R1lT{S!qn^x>rxw4|hIE>g+i6=ycyt
zh;KxrK}XFm<=Q}og7yQ3+ULn*&Xz2vPNojEb6pvF<4m7l{%m(@un(UNaL~HLckG9R
zn+-D|&m_5D5!7h=>-!lkEs#V=hqTtyzr#8y5Yf1Vgfd$TiPU;{&3C$CrRZ1T+By;s
ziscbkCicXYM6mw+{A8*p2ScC^2#P~jpq+{7;8u2^gO}C?g0ua3}Js|%5Hg9ePXcC(w
zAcGQ&l}!iDUXY#&6b9iVPdUfIh9m-((r>N+J~B^V!e~i#0~o@aXqq+N=KMl5GeXyK
zfS+`IZ^#Zv5$<=M?1|jB;@F}kE9CK(Y=)3aHwoLm_~JU}{5z9H_9)a~laHDonLZTC
z>0@sHGKR(fmu0x&%8hO7n3-cC+cgH9qrRB-A$%RMe&n@drH`!H4u|T@8awi*!wP5D
zj5jWYc~5;}>)*ts{u-S6>mw`~arfVriRW7Lt=Z12Plvq!&UkeGz1m2AitOAWU;mFB
zmCs*jsYi1748nEzmXemXve`u}8;*U56Uv`E7e+1E=qgGXi*{f_ML^t8^S`$3Ed%u+
z{_mSiYTXm+3CKVCGb>W5twZa%fkefS%OhJY=JRcoLghiXTYrawehN16_6NUdf%S9IKO_5Bt1&+mBHF){P{=_dyH
z7lKyw4~L3k)j9+A|7?1=ZpV+Hu0zy?rG0nd@4=0ixB@|oe5o0?T2qe4WB&$-$A|VG
z@7sR}uuz}9`b@TN0=}I@gR2xy@2A~ezXQw;6+yO$`pV-`PnNHPHi5*(B_Vo~x9r!c
zzec5@{S&loqWSI3{liZV&7Ys{Zm|k~?uD=6_;WEDF<^rd`T94#-O2!ZxA!EM8WzT8
ze~9&B`u8J$W&!YHWIOePwL-1Mhxl#+X4D3;e%ptchqg3%#$EmmxShRkH3J_%2c<<$K2?4_f9u}oQ0GX|2WA<17s
zAw_J8&-_ca5-anv#nuqbcR?M1`a<$~kV`fC9(jAO1=~%pO(k|tSlHXtI_jrU6Cx5P{oaeG0l5D6(pw
zC9EM8D3<+>)JO}3GUtIeBwZ&lQ62#K({`^zmm1n@6Z8^5t2JCfZbl=;W+d~bJ9&we
z4TfVl-0>l#9f(?4QSmv%506yR&j`VdOQ5z?%Hikvo+tP2-HV{w1GbI&vW`vQp2V?h
z22lzzMW@Z|^wYw|tu2P|iM(Y$=96tXfOR|aS`q-qbb_779=osDcy@?xzA@de&hMd&
z%1BDyBC!lOa3!yH6XgQ~VbO6Z8?tjW#4-@L7b(~cH0T`$E4dGsz@JTIv|5SuR^r29
z7g3+Dnyvy|-}?R3BXyg^*{>k?As{C6kG4X>FO_w4bc|i$(evc~I!kt|lfVO#Rd2le
zFsYz2bV@cFr#er0zXm}yhUg&HJ&}}@B*&R?h}G*5Yq{(F`GWDGZ?w2?w6@{f&xy@a
z*DONvUwwj@6;JdBG<@v+sV#S%wOWb15XoL*Yx0*jVjJCZXq*68rqMtD$2_BPk0gGxN^8PY``T?EO`s{4f72d
z)DIwQ^>ft|@fvKN#g^m404){3@@Mp45zR!SZ{O=p06+Jw+sxeOXQ*r_PSh)7aUzDz
z=1~W3jnEfClrc!j2`M+H@grN{qa$Pb)i16TX3kSe;p!J2*cJ1Dw-{Gh$Hpe*i_4TL
zxnBWH%**OUxnJFxl~q*2p{%&4(kxui`R!YbL3t2lf*LP}S&RX<#;fbYj76#L=2_|mKeE8WD~Ear>9R)P&{T!^s{G&Gcq#7gnmzXooD&9
zp@85dGaMqutDblmWv6n;Wn7pzosfoOF~1`)azF4{@b(ctlJ?$RQb{(nL6IwdwVT*M
zP(S?Ga=yQzd$RAmCkcPIwVfreM|4L8OU2cCzBsvM9=@_(0t%CogoH$QIf6eiLbm-;
z#Ow9ugQ!8$L^k`#R4VIE2dW3_m4^Hf^U!jBJ@sxfK7B(0K$>CMVm9Zbu^I?$N2lOA
z5)nGGZT?B=YcYCJpmYR1n`QRwAlsNo#au$ac|(Jqy!e2g>5+&@-sj@u1
zo%Y3^Or%GB{rw|})PcCwc8NRp&m${}ks$szcFPDThm9*_Z*8Y7)W$1C2|3vSw)6YPmU76UpCuUJ^y(1r+)-gYV)s}BASUU
zwG5eDi>c4FnXhEUT|Wg`Xbyzp3D{Tb^Z0SkJh?l3J?8PA2e@F^aU9v6FF|eSZZZq6
zxW&Z81l&851uv}d-8&(cMU>UAITGLO78BFMjVFdiVTqC*#>7Z<8A}T8LGT_o=kVY&
zYZ8EoQQGqepZ@Cs-lx`FGvSrzzR1veo~=8Mh-8jFd%KWQ@4k@h4pDF+#g}XdWfgI_
zh^Y|s;)M?zX$=UiscL9ECXsxPhrnp9MK~Ho4e`gD4j4z(r@!a6T{!DjoXZo-w7-->
zDGR~s{qS%n7qm5$OcX>PbP1z@EvTKk_MPiJDzPT=>0esD^t|n5CFCA=l~#yl0cG{q
z=K=Kc!P#@OQ<(#)jk28aM%osyX&R6Vd8G7v6*1GOZctHE>kF_d6C9XD?@BV8AOHM3
z@}UT;5Z^JfNlil|dTyp=P6d093Id8n!Cy&!6X3N!T$gOJAYj6_;DG5<-cCD
zGuCjQ`>+MQjs$hEprpJZ(6dXD%@L#!;Z7(*8|N`Yz74LT3Dl2F*a}3>9jJeKtfr=h
z+%*D)1k`wYWc%;4r>F5-ge<;IvrU~KCII=8J$g8nWX3@K
zTmC`3brgOHV+L|)P8bTV605$3A1>aTfO#z;KL^ht?jAAD$ytwfe>#SoqUCRl=hmli
z`o<^dz&4=&aPQCvsP9cNxXTf_sCp*}u3$S~)!zBvmT@v*AY=7rq;wP1a2B#Bmfr@G
zSP3UeH=%C+wQkEgMjgodBzx7d2HMxY*+V=Y8?t@<{CPu+g;8^63P_rqkQqYq^kK1%
zD058;)B!uq>{YZKeJMNp5V}^|6cW!!=^YO>k{rX
z4xn^29WlH4JxdgUWB5ZdTmZ7^76n+iA(0L1%Q&DT}@@&?w&4%vVx
zk~Bi|wfpO{rI!^%J%4@_@|rvb!hO}2csic+Rv){q0T7rL^~{e;(=EInw;=jbktc>I
zNuzsZJO|dEU0WThwMuF?CEu%U)S(mKKPLk2EqtnQ
z`g1p#-0%}35$_;_h1g4W)q^*fA%7CW))xwZ8K^Y;CbjY}Egxw0FP>iD>#U>7djV0i
z{=X+q9Em1C$zsH>%j}7GiVr~T{R85?o3BOa5nE*%dH%N_2kfHnYdH=l8II3jZVSroO1;
z0(EB3UlW1Yy^H=chyF(|{A+_~y0JR-Ls^+BGICUu>s4h*eX}+1s3`Zp+Z+D%asKt=
z{_Ui2{>=YPJe+V$vKb2r$@S~jg?g|$yzdd9e!?@>ko-3rC1qr42*`jysOv`-JoRtY
z+X;V9D!?s+*d&RpeP=Iy8LQXd
zB;t@vg5zY9+Y{sXPvAsHi?U%m5xW?cUl>vo*E{*=hbn;H__Vki?l-rdk&zRt1wlh)
zxT13QO;G1a__Gi6tp?61yCk{O4feRcK>zfRdI6W!2(EJ^i|MmQ@a@~T
zWYKx&T3s1M3^eM
zb?2c-zM=f-n(f%^tq6|q^XQSfv193-IP9|imFxvUI0C~m(qvWMW0yA-NFI}$e>`EL
zp3&j9wQn3c|AxUqk)6Ygx^6^a$|$Ryg8Tk>(_%x=^(A91om{v%Bt_sy4&gG;}Tq_
z%xPl^8yStiP3`BOiuvsMD!qQ;;f~nHdtPrFeBiZ^>*z<^8){-=!kew+Rr1A8+sKW0
zUhS5~ji(db&4Ig#3z`dj{X3sirb1Au+i^mmOuy_3;0LF})R*t-=_0o@!f{5f7d
zr+bd5sH(-NgsO(j%v4Rqx=zi?7UBp5mJ^lmut-(j%t4x(YP-nZ{2z-Zt>(mp1JI*e
zNB-_D>)o^FMe_c)I?MW2L6rRaU-10y_y2uO(QfPY|4Y#RKQGLK^DT#`ZKj%Q$UxVZ
zrex&E>!rOx4LUOIPu<5HdB)yb-70#0owC|xzM8jg3zC*)P|mt-$2D`yy0rV?G5@rj
zrXF=lD+keKkt0L0VfgZ);mg0SQ}=qwr~Qw_+vD?cut8K*)JbR73jN$lP`KW=@}Y@WL-|>4(tCsf6hAICVtR
zCmtu9DhyulVH&ZK60m$;NdC28t@qmMF#C0p`t>o|oj^)%n&1xewU*+<^e^RRFxf;I
z?4ZD14*}cp9dM62>u>G>WW_fs6A?RT7)@{&nb41?y3FRN{r#p1|GFL6dxcnPr}gIg
zo6>*!JpXQC`X97w%|(%m{1w1vsdpY3Bb
zMib_x6#2Y)%i_SYCD%CPI91L{JYV~8ttoS40ardAY)Oh3*5X
zgR;v#X>I^nxSd?xY5jWvwL%J-M?v}jh5bS$Qx*>@y%kkhqgOQQ9KCks8C0T9;WoOG
z%ibNl<6QDgUB4J$Y!4oUdiWSxSXpL!R|blXyLwcMl^UpwN9q|)B)3b!C*->n*$
zo3)g>m2jN>sT9MCB`hU4lQJIaLgHEHDEngVljDOQ!@!c)`U()@93W0ELH_u#ORw+v
z{sgw3f&@|JlDB?FPn!-Tw^+SA5hQ(x+KLWery}{55~~krMKoSI&-#RPBR9@m5Fo9H
zGAiyqA
zDk?ol^>T7>ENgt^P4-{;`1mB=Bm1)Kp5?z;m8xGvPi{Mm7Zc7}?Fjt)MASIbb5UXH
zy@y*KCQR2mNh(&*_I9pB2x5{ZWXA9cU${!x=Ogk0r?ldZnyj1_c`4tP+EQJadGm%M4sI5dT)bzkNrr*p}~%3;?ThLc|z_B
zL-cRI^MS+lPt9{RutBUk!F9$Mi3yH_2i5Adt?quY?_xnxPTHHA0YieuJB+wE(UC#k
zY&6%75cL^WN0g1^R!YA8a>?aJmD#td_L``~U!rpG{H;J~f51Y*?r?NCa<9D__#jHG
zX~=`-Ob?ehz-!^ht)C@#(#9asppM*jEzm!kB&cvT;xNV{shOFYxU|SuB}3IU7^0g8
zPQMrjk8W6i+~d){D;xf$kpre4>D-^-GRg(Q&`WFIHwY5n}?C$95fUAr9ygFNEoat*pkrnoI|q?0zr
zH6}LJ_4{S0Wbo)>Qc9_=?{sSy^>v56|C^xQdhnhKr77f9rsC3jTPiZT0%FsbSjrY*
zf#hopDzDrAyLrlQyS|7`w+Q%
z)WI(f$JYN?Pj-%(w)elXHB3lR^R7Ns+9BNkP_E_FfNqlcU0N~DWYcL>l1IZEbZQ6o
zA$wbYfQme(6hNlP&S`SD5!}-z7Qv~IzjBS}i*swr*;^Qt^%?Je^3UZ>d7Je1tFqe^
zX5?Qg*;uJ&|CsBXK=@m==iV~xv`entJ5NqY9ztI417@@IBjg?x-^v1G9S1W`c*Ae-
zdHOUK#srd!sy0HprP~H~H_@jn^$Wg~y0|uD|HG@VpGhgVQI+NTsDBR!X%|cBtYFN^
znKEtu)K0JA2P{Mmkq3ItRq>|nTfiJ}KjPHkpFi0p{mzp#4%vwV-Ra$(jiFde(%!n4
zztYG&-Y5REt6UArKl0blu@x)^cPf;9=TQRYbAxdzt)#8_cFMW&ThfQe{rl_u+PF2R
zC(ddJDV$zuc2NCT!^)TZ$B?vwtZXtbgnlnjI4yn?cc}^ZWC=Ej_2`FMb>3>*anI+^
zx5)(a>l9u&t5x*D>w}t0|E;yD4Kb>oiX(+(yho>`#dvEx)^BO}YsK5(bART~EC6*0
z_=n^#{2n;%l83VCnJ1vTTyiYVA2Y*eR~L^U_fOyGUrA>h4X8UPDK2Q?_3ju7>7$BQ
zpYWMu__cgvn|i1y+=W6o5l7-_=HJn#`di{neO{1K$sppZ<;GtU8SmJyC(1yA#xC_Y
z`&3bU7hXAB|1Ne76H^gOAN9#pl=|~mc2Nyqc(iGG@b7Z&Emq8{zfouGkT
z>_t0_Cp&tmKmk1R=0dvE&)J4aZOlbn?U5UMD`Jn~9vJ)il_CPP*m6IrMYNTBc8*U`
zTPYgdM!T&q$Zs@x4!lP_j!{PP*Z)eI`_GVq=wK7AH&!JZe%N8t
zTPGRFJJdfvoep3B;gBBEdB}w1
z7#{RpV-l^1V1HU2t+&%AH#_N{igJ^8dP2vV8-?d*-s+Hf4ex)08c;JUqp#_8(z9D5Ur0^FL(*&hJJPrUnNB?@>qoraYB6ocLc2=*$xr=kITpHYA^WC^Xs^R_1SK
zD?}}rf4sSzqidg|JK-c68Jd5AK|N6>c&~GHuA^h5KJ`j&^C@b7P}HuVs~d!EDWGZ0
zmdm%!U*mrgA3FN>ms3rb?1{rHZB7!bWrpXzI!Q2=8IXVGe_A-Vk#_g-JKRGimO=}A
zS9k3nwvgRU*R}tZg(&%F{-<@n%Ks$*PFW(m^l-amL1ESi2VW?^dS0d2^Iym(cT9a>dqBpF$GvmP{nC>f-zTapa%hKb64D-YUt-
z%WEgFy#MS*{X11#S8I?PucLt%{|*~De1kAZ5C*O&v;66hGIAT%5`SJbNOLvW8(2(d?zSrBDUk}0oT!^+^L~%sb!`awqAE9b-2FWtN{F81mVSABNhT;OP
zV_Z~0qEFMOmHj8#^>|nO)_%>?IptRhmMmEU8G0GvYbgXG0)v&Kk;@S60~Cp&2;BD2
zdhp0AOyNV^%;#xJE8HvnL|^)}rk@LiMh>P+@V!Kt5-qzsIqzG}Ir#+j>DzYtEab;Xx#B?T
zKY|!bX?6dYP0%kueSxkP|M8h=;kxI>=7-6=bSjoC+apRDXL=6T6T>n@!*AnOpUCU&
zk6jgV(4xbM0U1T8)c&L?^)H2h_V
z<{93o;IVhRF0EgFMNP0~1XD)Pe;}I~(3v8-)!aykmff2@d$t33xKL~t`Z8<{2RPY=
zI`_J-Hakq=(7{{3C*2+a0a9>04AEr~95ZapS<#FNg553Qu21qB)5Wk}?3?^A*_d%c
ziXu0^I@#Fh)ztLW=Lu8zptq`Z#LuWq@h^dLk<4=lQfwK|)ZH%~k;
zt$f`Fm7~(Y6+FUGzFU92X;agO1wO^7L7ftfQefe5wiXK}kzmYmZVFK+=;ztJ5pIbP
zVxbFij`jT6mj|jlPZym)qMLP&Mr=we!;NpJKm3|Kxy6Tb$SIn~eUy+fmoocCkc5N=
zQ@;Daigl##>ABs#f1EYDUA@R5>QQ5wgV|w`7LY^i{9W2;bf0XuVC(ORY~J~(Ll^Dt
zIb5uO=wK40xcx)4^G_YuFiKa=VbQk0Ar(E##W~t>EibRPOlbIej~c>DN~UD`C4!-X
z=!7@s1H7b!hO~_hUoO7*n_Qts04&;-(Zeb(tXJT7A%<73BYrAWHA(^MGtk2mokpTi
zG_gQ47G{tBKlT-e@WYiK`3HYKY%rp5AXG2DJWHP~eMG_U_Q`zPhi_l8jzU9U7&f6&
zLID0x6XrVmm^~i?slUJH@o?8Ls0>gM$AC;gq3U+E@An~Y+Q-YkKH;uK|5;?wciY-l
zy8FNs94Ms;S`X<~pYR!J4o}7jX<~XPMHQ@>S1Wqw!;$Tl&rgXQ>|W7IbfF-AbLi*G
zul^XZ@`mj(Zm&(U%F4{U4pcW1;x6;mUdni`+z&xC{)j~~I|PM>F{JjKvtp;MKL+sI
zCoemv-=wcd=x&H571Tb&+Y?3KB7^}?<`Tg7R2R4hjH^+r$C&sF%w#o5S%6>Y9Kl`HQc{N3%Mw4=UTh~
zSF|?mBNx;vzcq#>TXvP8#z4+EO65%@JIqqqZm&uLzH{$!cqMrNUcEZD&BJo6U!Pgo
z-W8DJC^!D&U{vEBO=Rj5($XflHInx1wJ{q>w}p~#{`a>fK8Z)io=@s4e@Dd
z#qeHaAEf2!_Fb`>F$|9Iy&PbaVtnEq&kE#8y&;1Ut$*s>1(dUELKJ69>b??a!c&Sh&S)A2Gqf3*O~FO2bI}NILzf
zeyAXCHFDatSLUt{C!dHKf+Wc#a2!>E{rE2N{krhS#vveUYjG%MOny+wepH{;xZ+*C
z(DU7@ox~otqLjIwE>0^rdUjju9;^(ft@*hxJ-He$`%&9}m^$6DQO?blTd>vyn4553Q0s
z$bos#i`T-L%j31~Q>i|r-RApk2uTrGV|a+xd+Vwl#C(Pbdi{<9OAuamYTG(v@aE*}
zeTg5{;8Cd|dXqqndkrvNwTREYFs~zt^*WEZVwwA!eQR(R)x4WEKz|9CnrfJ!RmbFB
z8|B;zWtm7)!RHh|L@XF3_Ba8>u4%o`*8PmBUiiq#X9MlWXBg|l7pxG?!Q-xcn<*NO
zu>^~Zjf1!TN?AD?2oZUrdU2j8lnYi4tN^$7Q-r#vXmX|vma`2idO&`K%iZ2WyOMzk
zv4vyzxU6CMMWvdxTq}ragmmv45h9}Gy=zS>3VYLW5A~F<4eK?CKt74#PGXD@X9nH3
zB~f0rdjz=~mhh4CXs*<$co0FGS`i~d%-#rRH)m{leb;9?=wNGbWoCr
z6$C9_=&}+4|HMdtAWVHEn((=6*a1&G^MD`!O|atRe|&NA>*#waQ<_D4EkZ6EiSwTQ
zdHwOkM6D>%<1Z*Rf*y{j0CC(=A@_ly`$W($@Y8>B3r_s8!`Z8S!s|vys{2oiS^%H5
zl!YHLM^K-M$nfU3>ph2y0bTz?1;ojuWQ^C)sE;#iE!wM)-xvdlip!|F`R;To2p3{X
zzaq*T^`NsC<7GsnpCI!HLA_ru%9~AbL{QR}KyhLa#=!8dca(ZHJUSLd`_@T9BOJeP>1s}%y)CCF^P+9^1
zku->+WT-gv1SxQ;gcbhv*Lh;L9pI6GU1yblot*Bi&72GrP3AH1BiQY=^bJnsS}c{|
z?bR^H0e0L9F(d^lBf`)Q6#6Is{L6i!FsCsoMUnPbx{yy`xn`>MJP8vD{Rgwd@x;S^
zX(EZ>7SD>;PU#=r2JcIs(;mp5GqqdsG}9$^{pByJ!od}*9ZA1P7czdhkYH~_Yq~PaiLRI$
z4mvzHz0kwVIR1vXNae82QKp;}ksuY#3sb(S314LmST8~)kMhDNKUnwjQYq%af3Pd@
zM}#nH7{*=MjtmFMf`ynTx(3F~<>4PL@To5;Jg0v3ocMYW
z()Gl3Pn8cMWH01R@m&Tbq+cahw`_KWidy&v%V{Ze3f{$icf!e+5ZC@7Odham?@^77
z$#amf5_3uvhHO2CTVH5qwsyx&%hP9VA6`d}{Dp9Jng~Hkd9;Zr)fKKn>}x$qM)9(K7}C6zE%i%?7d)^C^JyQ*
zDJW1QNS{Fbt+jU7+!ZNFNy-@5>h3;&eX~9$r{r~2E3+ga8uYvz4%LsA=JJ+_Y|!j5
zr>#E6Al?f?uHB~R!dnp%%txOgk5fJ~sD;>L9wONv%CGyJzW4R%x!dO*UpzJ^XUE-r
zy;z|2=NQ9zR9pVu)84C6?sZj&b5T3VL)37yNwaXA2r4|mxza9VoVYTgzWRkvcPPvo
ziWm1MvP?)$&Mk8*nV-OJB)Ed%=YUn8PnwC4Y`O>0wnNiiRCW@%zj%bMGr)8BoS0%G
zf+a*p?H;?(CGfCaU-KRs{*$$z)G$x)U~q8H`e|+C+D%NY=wEK}P7Y2z0a605cGQPE
zi89%;kwEie%FaIkT&>(oj8=(X4AMASDQ!R1D?OSQ5
z3SVA>114rTQ3P)KRb-4+D)_D%|lhJS8Dm1!>!OZbe0Ue7|Vs`AFw01|*ZkdzCN<(*>wEfUp+Ot>d
z-91{j-G0C*?CU$MO(V&v7V;J9_=(97@g@{ev=lb@%x`6e3BHp+iy-ytRW
zMl5st-n|a%*RNliVc#3LL>XBK7yFfcCWn2vn!RlO`f+T89TZDCl7ro)ATvfub$fBi
zTh#7+Z;Y)cf^BYWjwTdUQ|p95A4>
ztE;PII&C9`nJ%l8P~q8o8nvIQ>T0PJrHsLZmbws;I#!Ig8RKE^-qv7Z&ct~xF5lbK
zSr3`AVJ87B`g9{#0s?EOtAAr`mYkXA2AlQk^NAMD;eLc>+7vpiJUu+l(Z8kXQ7fNQ
zT$0G*8X3#b!f`0>`-c`_u_-)5`wkrz8q0ii)9`e6H%ciDSg0KWR5J9Jrxtc~dhI6j
z?WhL^j~qGDoGGeVX;GWHv~Lp_5Re;r<<&m22y(p$V8GXS=J{YpJ(qu``Q{yz+OT8C
z=7p>)%T(#DYZW!kd$0BLD=6=D>Dslo%TNI51sytcsCky|U*(w9h`c<$UX^Y;{lm-N
zBQhBR9--IAyuI&su#AL=hzMiNRyjWRuz1s#FJJ!qLy12-x0*IEca#>#7l9-_n$w{n>cYI?E*8*|B%8Poqe*zUGDV$H?-049w&?%Kz`K?B&z&MeX^E7lD6r
zvD)w7y}L)BnhVQ%Y|>h3Cf@0e88e1^QVh5StWch`*S71%S4&!a)QD`efI*sBo3~1q
zG$V-n8V44)_aO1k1fcV!$C+lc%k%1Sx(*bUY??WMV|^zHgE2=r>Ccs!)e=%dz*XJTr{0KfBsvn@?UV7bJ!1a+6c2Y
zb?w$oy2dTj!^x1SkFNiV
z_L(lT$atfu9x>DN$iT_=GE80!J8<9z%NV<%ROJ}|OIBr(wc%~KUGgXlzx26m@4~uf
zB)C@7<>HRejGm4T+n<$7$6XFoT_<~S-Lsh?$FO{Z1`X=hr_UOhC+nz6pFel5=Z{wa
zCP^h9)PeCr;=Of3n@FSB62q*c$1Y7}A$I@Tb7}CabldJTND_}@L&E>hZKTmi+
zlA4rLGUwSTADhz_HE)+|1D=c17zTpIEQ=t*Sou+-Vu`HZzqmLa9o+8GKdW+zi=}}H
z)Cm1|g1<<%#mA4J9c~{vf}Fa#Z2x`j+0Try>FLtuZ_C79t!^N5tjt&=TF$!D!`qLL
z*@eNPS7_x_CpS-8vS^Xa$OXrh(yk_r8UW_)d(*Oqsda&g>hQ@8Q33WIzj!Ip7+5TT
zzhNSOyA6Yk@UaTG?7U;@J?WY8yJ>j?sWx6mXa1x}e;jQbnlxer5i<{d{P=O^#!r2e
zl$228oJEGwieU#jd?{j|Mn*>4FnN-TZ>=31I-}*%bIXlew^~!u(8IlP2CS&B93Q5s
zIS?Cp|Ni}LNRj$H+gYI5-nSKg*Z1mGEsR(@l5t7=o2PksU5F{<_8;|ZBE422Q5vYd
zbzpveJ{@gsFlTMAT6C9WI#;$nW1h8xv@VvT=5|Ibo%*{3UIU{3;IK`KqKYbbvX1Db6rm;Bfod6WKER}COdL%<9qU^*qT@cSy
zaeHqhaUVIcS#y1DTZw~%1H;YwHAt*R{tp)b_(Ip%xaT&LxnnTwZ98;`Ma=Z+MW-S7
z^Folu6T}4yEUcPw4;c{}VB^A}x?QwAOBSy@KEwV&-=jr9mBLlJNuqAZ<(F
zcd?+5^=VvGrl^A78v<&uBO_z7WcR64sDa*O=cb~UAs(H9Z4!gAN)I1C6w|P-(2XnH
zqp4{hoNG^6+1+e|J?qZ$f@rqr0WEz8*<}ocuch&abYqL6A#p5CU(@x1Q~7?#Bf}?7
z>_xngdhVQu!WY}MYdc{tB-8KhAEfJb2fIK5(T6lemlMp)+#Q@kE0?7Gqxn!+c=&59
zAC=1;Cr^$>^4e(8qMb;Z4aXjzifU|XVrq=SVUe&N^_#+&i>u+g5B0w0?F61W4Bg
z?ccvEDryLA`T^uSHy%IkqpGTUD>wOby*wui-7`uO?TqY;I!t#@Oqzg#@pi+++tB)T
z`$^}N+(^Hed$>^qw00TG_&2tb7$+_Zk!sgN>-vF@kL->hScL$WGm)
zgp6g^Xt!E5*)DnqwIwQbDQmZHe^H%|g;z^n$-4C!Z_$N7S;T(=xjcJz{0?7Vm+!B2
zhi^WDBCKqe_U9zVE4w6T{bqL^pR#!;6O=5$ZwR+$6LT6fl#-R`Kx6m}bfi9=lPCLeLYFEf4TwyWGKyXltZ#B3prJoCVs)3-ZMVHh
zC^~%jaHi+4yoi
zIUPe0Q^C0fYx5n)ISf}sP`iU?p$01~OyFHJOUt2*Ss&G<|D=u#b1D4vi%C-V0L*s5
z?FxLD@_ZE5eT4bE8uOy$?`qBPmZh1_
zR(|VU7YuL7&}48X1G-V7)2nT3U<2aSS#qmX?=B0RkdQF5l?78skjH5+vIw%y;`2L>W8q`YqnmPn$ut+R?d(g
z8_yDqLEpgO76xDUn;YAjU0H$7lGuqtNJ)Gn)T!6eIot^8D5z?2>@f&yMR|MK4gqKBy+zk
zsXm5HaUDsn;V*2*SH86J-8+9UMKu
zk9CpE^gx|{2Qg>=5fvW987E5Zi%_kVmzR$QCVYzi=`08B$uqjld34IG#IBKMtD)N3
zL#QZ_SomY*Sa_Q_oel<}OYvIP-XFhw>AFvEVgAF(Lx)Njqydn}Y!(xly5p
z#azRVtY)7MF*x5l;O{B~{F3-DHW(9}i?H@eN?k+__2_PX!~*emcoe8(00-1og~w7Kr*^F3DWK~gvo#Y^2N&0
zaUb^RP-kDcV9lb&#NQSnw&b6!EiSq3ff!*!xH@&?$2*AMACxB=o~vuD4%H=g3-{Zv
zckjDk-~k1k_E`k}E@wYpa%T2e`}XZ8Oq+JR%5kAt>0%`X1^q+kkeDUTBZmpT;y5iL
zDyjhM9lI?WuQgC@{Xn9v51&4b*)i1O@}_+OF{$WN$nB1?U#5-7A|Za|Q3K*Ks>(;BY1H!r57g!yImxd8Bi*Ulj$!YyN6
z2WUOuzjf3bTqtg~n7YnUj808Gz)jjfJ6=oRQ#M#{|G+sRUhFL~kD~LRAQBl?CImx5
z#psyxTv2M}`{`cPe|3B~G)8rbgsN+ccjA~A$@pRB#e2vpo+5;@W5Itq)_Q4|)T1Ln
zxz3qv|MhbgsW2x8h-^RRbQD7vbcv?I!^2ICWwuhRDA<`2qF8`2(30^;J`?uwFM=VvI+bPKq-y*Fj79G)inE7sa%3Y%
z6|VDU&ZnkE2L*K}fEs&d@mp`i#V=)MDzhnYVyNJ&8r(2GOx=LMUAzR2nx<=Ym!LsY
zvr#ZSj-7!5p5%UHn{L0dbD
z+Jz1Fq@S$p-?LfErp+gGn*`GsITh*>`8_9^g)1L@H>uv+p50Dwh?8Ta~yF?1^Mep)0
zOmGQ>HM`~wn>X7saxu)ew7CQd7oSf(*7>APt^DxbOGEs#->BCy&TxPKeY?Qgdj-n<
zDyIf%Y%H_sL$Mzm1Y0T-IB9(0lC9OMWjzV%;$svB5}lM3
z7l%bfjemYVGc$~`f1GK`Tb%fu!{ZK7%Ael7dv{~5+>`NBdiaHNe-#5wQ)~z`cIK5{
zIAeOcKk%HAbv!kZ?U)rZeRDuFpsHMI;IU7a%6kAb?DF^jL5ZMwbN{#fbYAvo8K3(C
zb^?{t&}F9&S65fh)7P)y#OWT(!Zm?2boNWUv~5Yc*~ump9QVNsTg?nPg$B41q)fxK
zw6vblbxdx282B!Z_g|DPw3RvJl(;7(N8GfmAdLw-d^j5w`Qy{P!x32SMHY@7u{rd`
z4GVKVBO`v_zOL{Ko}FAciiuzmwCmPCNnfe8Zg7I;fXVhhjo$VfGK3^-fvUsfy%=c$
z2;}Ctq8i*g_n^|gzA*|?)E4hkGjj%lXEb;3-nuHevZj492B9JB4kKvPgiZIgJ!Vrt
z3}kc0ke+SS806^a*pES*s+IEM9G#eMw95bFA;&0oL=A)86$bGUQHl$R4+x}E%GzBc
zy63_0>SvyspL|PI=NRUx_q8FE4D*D3xMn$XCqE#!M3}6ntE&Rq!9L}U_W0T=ql|wx
z7+e_z_G$2Je#&zTU{zZPMzTG6+@OxWpH~}4@IGLY-3^{`&!@zBM`!B(i^xrv{wB%I
zBERS+tGrF*u#u6G96te_eP2$RmB<5OF7DxFmMvfIN~R_6bn&vrkSo+pVm`y|Z`;7cS@sAbxaW;wYRFG=g~qu@|U7
zmR&~X+Pk
zj3Rf~2t`r<@cK*{-Ab^mx7AN1~Q@i~9ig3YH9+^#;_;*FxBe{zFZI^94
z%2cz1432Y~Tjgu>^73SCt`i1}bDW+&@yqAW?>Rz;UN^3dJynZR+ySCUfm5x7|6@qC
zR$qm#jt7(mROIA#fGWHta?FDC#V<$BoH_GadDQsvLDairiICN!5wKRNKTWyO`0SH~
z;D+VpQE;rHBO?b<)tK)RX`hvbE;^Y^;-rZaR{`?f{dyq&F*`MX@4kI+k&??~awh{%
z!^M7$kGIK^eC2)`Axi)?IB`GQQERiduz02Q;@ymc2Q(F%a~e-5c4hd=Z7N#n#KPy(
z(yWOhLHO3h-3L(XgJH`BaZnjC!jI@dnAjEO=HhDH&CN54W1L=IvYBLhz5e4E#0W%K
z#Hzo6@c5KUyufOHl|Z}wfGfu6e&?xigT6*1kIXOo2E+!6{Wy7XAPmAv0*^fYdLjo9
zHstXG@%0U(43AX+?U3$!7Hq0pxx+uV2Cm=)W>mUvbqllvKUX_Od@;Ufe_D
zxP%2H_p_!v_AFukfUOkd_59DnG;Kt)y*W6;7M;8zS9pvO0Wr?haf3FNZyh*#+_*Ii
zYt(57wE@1wJ8+?+0hI2xXK%Pd
zp3&=^%(I&$mh_AKmJ(47M8>{k5r$w!B1x+`ZabIi&MvduqM$t&FX;K9|8<4?*i
z?$;1)upcdeTJU>Y)|r6mDcs2u6&{6tCZwO3T0e)Kp5;h?f%EoNS~@*M)44*z_lj7k
z$p4W8umfqroeyqchv3+DKc_+$NdQ3Ngzr@n`uGAYR$X5fMx^&T&WBW2AobgRK@BT38Imsm(^J
zDL0bnV#NwYL>gv-1fpsfi3{!VYz6k*j1q})GcMh3?b^{wE`))ze0+TB|NeD`b`W!g
ztmYg;dmerI<+f>40>;JL+xr>$W$d52lKiG_miJ8@hGJImf9E*eqIPm`Z@=5PCQ(a(
zA5*rlXxT`jI+3nmXym5>@e=^-b1y$~`X0CH*KP~NI0P?qFe4CD!vkVu_dNhn7VdZE
z9#!DeWy_XLm^A4Suer~UYHBtQiLHtsKHNv1xUMj|71Mz%@*k$hxHu=u{kl$a8wJQ`
z!)u@O%3>wM!hcZAJCTu*A$t*jXi3I*^~x2pYVTmJGwY_l4D8^2jnos4e6D^!B@bs<
zSi`w>d|;=y(a&oDT8J=0p9Yb0Di0gB9e9!5-&dGSBAk$m4Kv-`CQ-84xjgDpwwSMR
zvgE@~+kpD4kJ2xZ0E#UTi3AaC=z}otcV$C+FAlM7CwBj$=1(~*U-o!8rS8aNUE;}c
z96-+nb34^uuul1WJ)|}>E9)FT)?2YD_ktN=!(TElSHJ=e|68Um&3SbpLBqR#5-16D
zdwpT?*o!^33K20v?OP!RSKkpiR1r=3mEL`MU{uiNcQg9lg2|w{>9cHinnr6b!<9?N
zu$@m&UxhDxMu`$iQ8Dg$=`&4*%F0T?!10T@X{oG?g(mVDIAJvv=FT2(b9-On?#Ouaq%-%7!Wd{n8mKg14n8q_^
z>D7BaP3^w?IQDW&a#fv@;^_z3r%Yu0Ku`Au2CgzOksfcJd4t08!q}ozT*BL$v5JbX
z(Si93b*7dv4AF$kuny#u!hrJ@oHiZv+92d&`4fudHfU!%`xt+U$$n!)Fjh%v@1e^!PuAL)
zU2&(L*fT(<_vE&|$Ct*~u1QP?k9t;iLSe_A{8%s-em-d@J
zJ>ExLrq`iwa*W!@k$U&H#~F8&`gJKF*Q?LFQ}^1HYMejSIpO&q+;YAc((;i7H_UiYPhCT
zn-nailr!t?^{~eDw6vP3b>#)piAuF2z7-@bOzbv%_;3%<;*hrsTuXJI6Zx2B*e|Aj
zH$hX=ysg3b%jyx@KGR5LH)=#WYmJz@U^7lJ#i#1Q_?7S3ea}Z~X+@GUy&>+b!}^kJ
z`31y~^v}6-*7zt=JE=*iNUfnzJ>KGqKDp1XUAy{c?JDb@i0Evgnh$0YS*Pt#cDm4L2s_=DWZ-C6*x%`n
zrjKjix|~Zk39fB?SF5zVVD{Jrzb<}tb4*S$WX+NIA0aGe$gZ+4&jXBlNtLa=TYS-J
zB_KkzONjY7>vovTlcn|_D4|mNDkMN5lC=bY$uXHbL`_X?xSH|Cd?xFS^7it|-2Bxd
zB>v1I4stw5+wI%8b%*`|JW1mjx=2aA#z)>wFT3J#P*jEqioa&_9yIo%1O1K6u#liIS}PVGP-R$jGBA8v`w2f{rdOM
z#aX(-8qQFn}euf;jPlkRMgG=j^ng{0z#eed
zqz}gdcX<(f6Y3ZUxXk&?wN>|v-Ms;yVzRQP^wvEAAbrvCMK)QhKv}$^GuJ3C$h|Tu
zxUsK(yTer{YBLR+i<`byekbfFpEf)?;qLn%2;;>*ECc}2Iq(bJ`pPpVhegI#mUR%8
z*z&A{WtYEaj<;)B^2iplm-J)D?)ArPdXN1hH*w-YwgSY>RZ}`&BEjN+MjkX>Asau13ZS*gA`xDXzlay6KlQy8Xbk5M^#T)GRq{)-tQrRDzIoLjJ
z2i}mJrj}AEan~%tD~OBR2{%PBI$9tDS$!8;kBR}-hd##v9}z6vid-7Hkzms(j8a12
zUQeKFYeH{zFi&GWL&JQn-l{<<<}GJ6^SwA3VudZ9o@tb0e{a*YLhtEs#3Y94#%(QGnIY`_x*t1X+%`#FJ4Rp$`M{_zIP8rgHg>+L*Le|e(=Lb
z>sw~Yr5HIvUtQ?{EP5@>YD+si1=4<}s!Q~_jD|fU0uk(cC3RJjXRnn{LZ(KYAn0-1
zyt(h0*pKfZx5uWWr0mY9r6sM1gK_^?pi)LMnsjfVrOr-U^r0B+1!(BV!aTO^27H8I
zKmg~MF{*Ri%4^49v4GHfMb|YN-S2VxUnU-X03OWHv6Qu;C?|tUw=)U?pqS`
zEaui)z|lrlUAQLx0iw3md1g-ImLR@x7?Xa#j&I6TSp*dp1`lTSXKc=G9Px%>$Q
zsV?nj`8^pEPMqC
zbtqD{l7LI6oJ51iSJFL^wMHTD`aE9rlG1rDAh)gA?PAyHfwBtB8u=FvjspuwGAJ
zyeQ9bWK%%9lF{wy{h_>OA=dAL<{UBK?k@&1I6Qn=WqL?kqwibvjAde{)UcjZ_$OYf
zX2;wC;NHWO`!2kaUEu7;jvZ5GTp9rIKPDpe8{t1H;3&#!xGB(99N$uR6f$ip&;ZPs
zKIC22gH_ekI!IQpS<_kqdBGTh2WPRhgwE?!EESfuHEW}e!H`T(EV)Vfk21nN5Fbki
zhcVA@L8O4-m&B-Pg_R@J)icefCa*f7wE5G@mdQ{)L&fLMd$HuuHCE9bnMABJaNxji
zB@47G0r~ta&fa5F=sY8ahPt6gjc}VuUD7Wo1~)~qS4i`iM=E-jYoB&VzZYL%(EK$l
zBH}g_&w!X4MMXV{&!;b2)}Qv5Zz$eCe*G;mXqYf(>C&as&pw$2fr0Ulo5wEk-W(b^
zd-e5T{pRkPQm2nreYguWfa1j?yGbHBVwA3(lhcAo!+SvShb|wMC$}+hb^WoS-+^4Y
zHv_bevyy?lou1!SY9JQ*Q`5Q?zsMxOv-TA&*A~~j%v8{OU|D^
zFSA~UX4qlG=6=ifd~B{IjV!`?0hpam&F_sQ&b1=+$
zyT~Bk7jEa1q%F7&;VbU`f|qc@;%wh%s-@~n1bK^~v5x4YquN7WgaH2_?a9=5@f{OD
zGjyyYw$Ld+^}rfmN)6LNX8C%MCCFx0Ea{zJ_SyP8yMTh#)x)T2ycMw5DYJ>gk7PIO
z%kc>xu~5$ASRLV`PT38%zbl#EpMm~3b{m4iX5&25Jvy~MvlLV1yAPUDr#)cN`KL?z
zrb2~)Ok=}HP1acPb>;nbHICP)XAyxcMeSd*K}rKlt#1vbovW_21>wV}=7w?J;tB#a44bKv@V)36mlJ25s&yEtTsRq17PwF1A
zWieAx6$aWq4A&)g1{*E{-=J8ByX>P9FnIN}t6p^z2%)K*V5kaU8EoKX3c4sedf%&u
z*lGbXK~Bko2kHu|Nq+7d3$3xPe|!^;YGdYDc~J`6-*4hB>W1tIj3kxN)fBx&MF+!e
zl=({NLCGy`rXFm@c;V;IpG(CbNtWpk$wuEYwib&ZP#3;Keol6Fb{dZ%|8>0WFAoBS
zJhmty_TwaDUp&zp$QL5B0M+klzVa%dyOyX_0%zW*rdqCcJ65MwDV6U1Sf!_%-(Vc8
zL7dk*I6R;euW5G1L4El+g1Y8*RaGsYqnC{=%gSuR!9Hb5NY4dtz(|9Vb_IZMAYq{4Zh(*i>IB05WO4K6o
zQB16*$x8_cVN|(d&
z_D#Q{a}`5`RjOlIrQ%<+0PJ#6jiM4@cwF=7!i0I4ibUKm%rM>IHoruA=;Sp1^>Q)4
z5jbY=-n}y4r!Q{z7$Wd{Zk>>OcLQ-cKy~qU=D0ye!k(AAz#--PC*F+EG{!sy{C`K{sDWc
zuFv=%V{!RV*P2UgtPc4~e^0qkfyV-~0ilGOrkL(y?aClBvf=b~jb*9EA}g$nr@_cp
z5jxBRumpeFwR&wIHM|ts#?E&GdW&i`TS!zM`BDZ`pSwxV^C0S=&u9anh7;MZUq1%h
zTLG}^Z1c{rpn?i;-*dpCUn>RQ;(d`XK)ZYnsFw?4-hcl15lgoN2rO&tz2s=hfcnd3
zHCj2VR_2z3jWRoq-&$p7mz1h^+2u|9hMym1fvs&tIKB}sdL8Ykh0mXd^OpJ?U2?sl
zW@@bDx&2g#YShaPGKW!qZm;E6NX*G1CtupH)b-RE1*vxrBQ`&&ZvrUfcmtMR`GyQ@>$
z$z&j@vEVa-g;T$Da%&-U{7_YOhn}YprHq+_d1U}T6yB*u=tOFIgn$#iH4hXUblK9S
z&g9Sd-YTNxhM*`HI8xjh#@U*Q9!B9WyMAaM6)b!3=+PV+8b->?AGmTktr=_3Jo|9A
z^q#89VZNDj2W#N-on2gR0^%#LzJK6yd!?FJSEnMgCAZ^n>jh2+3T*w-ZmxiKkTu&p
z;$B}^BZA|`f%JzTj4gx?RasTF6NFL{KjSQkqf(6rA%S2cVUuKGQf*I383SL$4=W<#
zW?GOscI~Q5PDBSxdrTMsy+nf5=@4n?&(P`t?fPAZyvrsI0s*F3;|6URkR8;w{8mCW
z$#T^yUl5A0qepK-Ji{E#BnVR)JGS!u``v&p12NmaF$x{KbdhOw)NIC$$~2$8efo&w
zr$2wb-}UR-t=qKGb^bi6=jejO*~dwV_@oX{sH6gw2hs4tY1<{PBPqme>*(qV`>-@^
zbtk0y_XCy?&ISHC`g|J6Ii$;5v_Z6z@cL#w+NP_IvQT+2d-}2`IX&~_X`T5zj%B0#n
z==1d1v&xs7%XPum$d9NV_)>uf{&Tbn)UJAG5K0
zbWC=Qa`lt*I2C;Gy3PhCFwsJ2-m;%W~wUOjI&YL&iBbXpL
zi+=LS3Q{LD#7de|w^R7Zd-%|b*znNkWF_3`EFGP;c*MO_kmMlRkzb1^)BHyT?M8%;
z%ugFQpoHW--y%=Y9bcf=Zw4VmznVvvT4%4CHg;@R+&Mt4wsXaeRs*#>Ww`2X!N~pa
zVUM_~vhue*rWSKOrfJoJ(&&=mi97+d%;Ef~{C9etTW5~FPCcwQ)c}!ms8B0^`usUW
zWC=)l2j{7CL!r>)u&~L*0j+>7PgI4ox!`!pZ{5NLjbzXiC6m}CIE|1RNI=-1cM0MI
zV~-P2w!|Y|F%?~m?cx*6G@VWzgv(jk+t=U8O_GB^XUqUh(N{zqn@y!!B!;57i$+}0
z&4p>*hhbMTOKS@|6Z&>9#~x6{=^&KjDW;!{DY|{T4UH9kzP`Q(E+0A4S9B_YT(;h}
z^d0S1B4xw;_m1k&u3ak$jRSje<)rI3ER`!Lp-qQ2gI3Sbk7si?fFTHmCh64O%*zqS
z9w_c9Z2@3{B>aXPL1JW;Fnf>AhRyh^b9O~BvsZNGcisQ-2LA00ACLkgLJENtP)(eH
zPa~~878xnHh1mLGEHXUFILAM=wSrJ5UMP>c)8GFM{THNdaxX6#5Xnkz6cltP_PtAq
zw1^;ilEdRJ6qH3H0Fy)a;ssgp=INyQ5=-z0esE@`wY|Mm$mWdpMrwuuF^3kKf-866
zNbVr+F*i5wF>v5sR%|HLdh)$*KYsW|M7+4Y?(ythhu)P8Bj^#32RZa>*gGO$mvnUK
zw@oQfA~wkUN#r|=FKxYA?V(iHf6UJt+v=KbWns%OFM(pLpw`JRgm7}
zo<-LP?((l%gt=U>zI@2+9fYa!(mBI#J$cesBAE0iz6r)Xj|6ll=;-X!PJV(Yeh#q8
z{EB-|VtT=w6-|Sp(}2S>&V0p+;G;+Pkbw!@$sIu_WzU~>qECi`>Rkf6bDqEKVK)op
z%Kbz95!_&pzxDM23!BqSTPc3jn{#@lZuw#z%nnY>Rz;B9+YfqMGrf7Elm!QCC
zjW;XGFvvjN34F74?5g14D&b
z<)sXV!#;hjwu`g#w%FL==a-Ge3GaYrg4R}BMsID0q#=n0A{PYduVzoChRTW*Q!FOw
z%4;S#xz}X96S%@H7E2?t+l`l}W1?0Ihwuia{`XJM4JSZoBiX%gpDr{66%ZepK7C@~
z*3jo59iW&o*2~Mw(%wFR>U|7!c(~DQd*cd7n|LJ_#O$a#@PCe}pw~{xI
zuhNCI-Qui2o0vl*j8~By@@eJx~7dNbiO_GC?G~aN|{7s7;9h_rD~~PTcRI5
z|4agW3pXpQvFIYBT}c7g^$nPR6>;8zj8h||No3bS4-~)d7Kk4&bhj@6QR~yDfixVS
zT9zS2@c6B^R{F_oJw0pS&RY-TF&;)T?S^=LYehpyH$rz|VsQC(P}=Cb>K^?lGMcLv*yHqPB^L5;x=(LrUxVJ<5qAmFMa5O(zH)&vmrPWA31>HIz
zOwq*Y;z&ClKXRl4EH!+48;O`Dj2u%tK_aIFBmgC-Rib$a8gyT&ju6GH?$RzFbpoK3
z?h)yLl&QS~+xyM#*?#$>pbTmm
z@Pbr;zNG2KG714Z$hIlQ4<9|cla-ZK>V*s0y#1XqFot^IJ25gdsG(7x=*DgKT<{Ug
ztS5Df&5UiLU#L^N!;t0Zq;=s?(dsE7GTuf0;N|TdeEj%+`bjLY@p^B#!RY!H?z@r;
zSif3i<4uk<@92bfsG@Wd(V4Y1T`)oLuf+Kx#+yZ;3xHNgyxd|TVf_dgW>b#hS4}xi
zX64(rBU-m452)l(tO4AFxdtU3r#c1DR`d%Xl(nC%ZJWF}4eXyc@Vh8*bh~xy7XECN
z%nSXyG=#}BS+cdRaZUdLy4myU$`90fX~1LKMn#NfV1E$g6Reczz7-wpS5Q32^!PCn
z4(lGO7rlXgX2%ZTu
z;M2%}yJ-evdS{%%2MbV>%z?g-*-$!Dzon(7x+kn&N%`Wy9mH&U4jia-XelH(TBpPg
z7p|SdTnVB+)0jz;yRh+e-^3**zQKXPD&KYa@>C9r&UBx}(>$*Z=4PH=@tCMVfSv6M
z^p#5LAo`;u62fMBPG3U;p3QsV5KlLGlyYhwW>s{)zX6H!BLXKPY+rGqG!)l1bJi>s
zIt6Kfhyib0kkLDi)zFvUERZ7df}R-j0P>JGz{EFMmI^u+AmprVflX3`M9aCNJ$N_H
zeb2#zyH)(I&VKeR>(;_Qmu-T!m`vQORU=>?pNA^&uVGELE?AQf9iS0Y-(*;>Wm}&Yf?wE5sSVrC(MIhj!phqsmS{
zzY~x#X~$RCJfGUz;7tc{R9L4w!fXOV)QLp_1Xj;(+X@m&8*+wkE%d-RZ0
zTxhosKprlnsg;>H{5xiCj0$etEZ!dH9P48VoA-WB&I}w6{jGhO(=vdkyDN+;tKi1m
z^!tna#
zN-mB~AY7xNPC;q7sNV@c?{uwhB$aJn;`7^g?z9z+HfYuz2o4^W8-d)L^Or@v?_vP$
z@Ev{|6+T_+cxcV?aS94Ih$xLPb6YNb!MZdLJHO-KW?G;o^&laYT_v64lTU6*bA4h?M2kF?{a(Nyy&Z)S^7>op9|k{y3Pf~~9hvd4E(27%kSLEL8YzTO
zHOcY041mRSf`zXQ%WYPLybR<~S8=+DO54#cJ0#cD;NKc5{nyjT#X8oI>nq=UwITRx6?r&$DFvO<3fb4fik5b=vh61|0F|qWFEQNVi+IWKixnv
zOt>#O56uH(#*1IOz`-2-PIYAHpatW^)7zxCgf3pk)+9GGcw4$^7ujpquA=-z!N@O9
zMt276p>wFRoVe0jvT)(T13E}b>hE-ZceLhe$Z%dT7p?mm+($Uae^FDSkiW4C9U)%+
zo~j(3f2aCCi_)%p|0o0TA?cih{{LdD|NP8rzeKVLxD|L^Pn?`Lb5{^w=?uRjgB*B=Jge;(}LGw?N<
zkN@K{{@0)W&#hIpWURW^S_u96Hl9vA7pu(wTh6x>D#ocJ|Bd!q+DnYPkeuqoL?Mud
Z)<+HYwOX!Te_H%*j;^83nVFV5{tt{&a?$_*

diff --git a/images/rosen_der_zoom_5x_best.png b/images/rosen_der_zoom_5x_best.png
index b1acc59a25c973559c759a540535e761b027e3dc..c7572bd6e3f0ac51864ce11077421edf22cb1aee 100644
GIT binary patch
literal 49727
zcmeFZ2T)a6+a`L<0nxS%C@QoHqDWApAi>ZEKtRbERC3Np#)RD}2BKtC@*(F8W^xpe
zjFK}FCC{_y@4xfSovE6cJ9p~Vts1KACY-a+-fOS*zE4{F@9R=mXt&aDrBEoeVpso^
zp-|Q*Q7CJbHgCjlEPEO0@xS#}7sTW?>-nF+2if$
zDbpN5p_tcg#&j!Uzs=<@p1VH(*N-Qq#l_WMV`L?Ay=CYQ9b!*yQtNCSN-T7dcs{nd
z>i$&U+J??ft%naD>~8*YqmsJ{FSY3@-9z3Pp^jP1Uy+?ggGrDjFBL2p(NpGUR2_Cc
zRwhE+z_06+!}MT8b@lbY8QqG2w%RUwcMFLxoUwUs1G@Jk-_M-2?tdX9BxGvXsv2S0
zQ|j>JZgH6m2~ln0A4RYKR+R1;rcv#EBvN(l(WLZ!eX%I?W0(^
zm?QlB{PMAKV)#Sta8s(uysoyk{%C9VR$5x0sHmvCyu7bDHb(K9h3%1J3F^7pxJUc<
z$1E+(4!yj>@G>zmvDBBH`s~nI*29OtORGPbnzHsdz%PX(zRbe>PU%LlpiPQlVGY%K=5t5V&HK%nW}J+SjP`f#
z^e-=rDay%tr=+HiFf6o~70P!MILp7jumJ}=apsItmGEqkRH%qa9lx1#ba%HlyK2U@
z>7hoyM~@!eyMKRrqKs3uzB*2s+up$;_SUDz^9vm-3FYPG2Q(f9P7hKOOO5%cnuRWW
zEg5DV92hrV<8Mhyyxra1`ZaGZ#mYuKYi(tsxI!&h=wDdeLoe4!)cdlJ=S#jq`{9Rt71~yD}aswa#{r8Q!NJ;q&V`cdS
zHRY}^&ohNCwq%+qKH7e$dt`)NR8$l*Mv0D7W3jIBlBb~UaJ1uS_7$pPBFFf_H57C0
z@}jkr&SQrJEdRu?e9fP2r@p(tX{gla4e`9UK5jmA*7h2s)A(J6
zJDqDrIto`Jbv?9obO!EjVz_?m)|(3#FY?|Q*NO-a@Bc)n`4zKmm`oZLCMGf=4I2}J
zLmUQA1dFSy-b0-TcAl+t2K@z`g$uOxaTv;-sI*815@0uQIQ9R})wlqI2n{HU|{pwY;
z&q+mAK0bw?KYwoBzCA-=nT9hjOg-0jpymprydQ`9?gIy?26d4qxVdFrTwDV9OadHc
zN8_;w20K=kGkrNV6M}*c#w#VisW$p~WnpHd?$Z-GAAkRtqM~y)gI~q&-o4AW^!eE#
zYVcV*!^z$XGNd8SGs*(D`>*>33T
zN7ql*MBjM3c4+&SEj8u--0Aq-vhZ96pVwH)_;Hg}TJH=R2NcW4lI1l$ux&
zYt>h|I!YMt9J{duy%77$n$FWc4e_c`G;|#LmvneGN#R_wC*Y!82Q*ZJGdZ28n
zHrtK18pL2M(iIl+mgk4adoMpbsGLVL?yBK1z)TK|K}Ap&$ST}>?4}4OX=j#hV`-g^(ups(=>B!
zEBaAu$uIphU7Bh`LPAWvPbyZL+uHK|=<14pcG|36hceFjadB*KHS!(YsZ^@P%y83@;I05(Beq8F6~ENf)Su96Hb-pM2&pIuhBO?nA_R$+m5xH@HUtgF6pk{xRKt6Rh}y)C1u-(Q%}bV
z7AkScmqSIIhZ#hfnLkZ*l$4a%hE~0aR)`PS`TOrOowm3E4<0^LPOk_OsKaaB(JLy1
z<1`Bka3^R{y{MDr6&1XKcB94^VQT2#KQ#On-@JLV4eyInPL0fpqNSXR>DqIFLNTos
zo^5^W&#l*-)|dZg*PcB(>90~z<9jOtS;QQM;xmnBQu&`msAXIFt`wMmzt`?OtBy)~
zjWcijp1i1{qT;1Xmr71;LkV=`>q;|eY0#~B`~AbCvXT-p$C=?1!#p%;x)t;S0s;oh
zi*pJi@7}$m7j{UKToILZMYW%rs*|Rp7QDUkTwLZQof+flTMr6;{h;w+5LR(rS?FLN
zv7fbSPBVzT{`y`-8xDzi?%iaZkrSGnoGdOTR^zs2-PcIT1Jv738AUbfW994mLR}Mf
zu}FRUddhj;8lAFaA|D-t!FlS2dbZ^y($hxsXEn+)xO7VOi`>?fR#rB=zWC^|^)pPi
z#uS}0>tEwHb+onn0au#QE=i}GA4)X(HU6D%0TW9KWj)7XI(Fl>ePO6l15Y>$NcnT$
zen=&}tCwH5e4l*0O8rEBiFWP14K!%z@fv0ejfKk*xWd6P*OlDnbR#|9%Ms!}JU8F3
z4;FD&Icqzd)T~f#d`eSOv&{8CMB1xG%;=H!iyux+^}l_t5*$^cErX9>8bISnP3su8
zdAYn&bwNf(=I;XYs)S7*j#HNxt{#dZanpjG%oLv>??
zD;#EKW@YontINtS)OA_8cDk?U`y)mL9D5HveeA1O`$#(#cASwz@vToYs5?+#>X7UG
zafyA@rlhK)L(|h5A++usq5OI%<1u
zL#~~f^F#@YN|yO+g+z_`Mom}s+G$PwzRFSq#QE
zf^
zhA{K1foU;|j-h{ud3N{oL|`Qu0!^^0W(-T#tI3G}Sl&CE)9pw12VL4_%++U46*sS;
zWQlE9`n|ua>+KUd&SqM7AdyI*n6j3Zme_pNOw;D%+mB>qWz%ne+3s=Ztb*v`_hReozT9rK!5zP7|aNnym^yMkw~fF*x_Mg=lOvs&xFFudVGQD03xa?t~c)3
z+sA+s3EEGD>%_+_4m)qXiE}VDTH-bQ`a*7e$mY=wMoh5$?$OZ%*QFuN4VBvrTeFh4
zeMoYYDqNg+A{8POgOwn0+~3ZOwCcJQ)T75wo}ewTj_*ItzOppt%3LxURYy>Hhx2SO
zITe8ZlShw!NLf~}Xv%$dCB^<`zZF-WI
z@L8iDAO99K?{oti
zRUM}HWmA3wo}qfk_5Fh_T-z@0+_}?tCPdgV_Ob`PN`X^0^T(yP4<4*9t5QORY&$jm
z2#wvxubH(mUm;3X(dd
z-ZhyWE(A2Qg8E^-WJQdj8%|+n8-0Gd-=QzqZuPYwl!Z$(f!i5`qH!z0Ts6?pGZ%#b
zcM`#b`tR=$xsEA5U43!K30_|L1N^3Pz`yajdES?o&^HK6`~COdwfDK#8~w$tTV7rB
z_6h;V1aot6RO+rI-~Lki<;xX9m_Po#i`RA8iC4e+9ICPxAc@G*lae?`g)1%_
zHg04E3@5nR<=6L3KJ2Orz|CG@;}NbHAwq)Cb)*RT?V+#q=f09_H`V~8I$gAGM>Npz
zrG(ceEg2y2^=PA@it+e~bY@vhDPD^oe@ch~`kS=pDXZsL*BpH=^akjhdh>((#Q1nM
zmQ9*o6$5zH07|x{on7Pd(n5WdG$XHByBf&Ljh<2;o6%N*PoF=tqQIpb^JOCBTBpnx
zOH>vZ0JxVK4U^o|*)}`P*VCfEI`3mj$~7ja*C(i-&CbbT<>8UT%Hf>g{l)#*QGH^c
z`)kaq`sf>78H;li%DKO}@t&3H$aNX_n#l{
zIcYp^3a+&8jCt4%ssj6my1KgYnHj#(+%b{cKxLojCi_h0alHr7j=5DbO-+9N`n3C-e-J#+IUz*x&&ir;fOTvyum@tX$i+_z6Z
zD?58X+7a(wb`|Y|0EtCLa-P#2#V9HS#ok8mRv7u1N$u{VrN9JB1wHn_aabS~WA_
z=WO9h+f{M#ltD+ROm8ne+3Vh9%qOxqelai^oK^SN+}wWL)l^lx^L?+py|vlYvZ|vY
zevo6x#mIcxch)xUB{+*+VX9sgJ*pocJ&(TDojZ5-fyrD3kMh72Ie;0;jXtTn&;4eQ
zkbUhdL7UhbtlX{;$I;Vj>gpcoarA9DHryf$!`y)uu5&$ffSU~Ng@uJZ%EwD>@<8i;
zg5A;s51$SS4yH|QGM)|!1odKLD>n=c%zyMyc;!+)hwH(i9zV^3?*h;^{<`LFasPSm
z8VGb3g9WTUb3HME*cG9^{kkDhBM96Vmy+Tz&*!I54(>Nv72610L?b#5AhJ8_)mih*
zh3Q7kbkjCLkAni9<69}_Uv7~al|_w+jEqGaBdQt*y+(5nB~xAFFGpw&bMy1QwgMDN
z>u%C6{}99I`vJ(=e1I0c0A{5O}U=}RgqMlue~
zCO!zQ$)%Z{9DTo($NTH-)Tq_`lmWYP?wme=+QA@)%Fr`=qt$tH()Aw`%im=(P1Si#TYqI7YHVzr&0rWy
z1S-Bb&{*5EzyAdPY|HF(8BR0K`s~C?oK&yRHT8-7aEPst1Y0w@mVL	qhilw5w-@
zW^QzS)b30Wpyi&@648&EB0bKgEf#G;ZPwE9Ep$TR!O~uHim8~fVfbpXZEf*bu(!);
zxj$9NWn}=sxB9i)okDb8d~Nsm_wVdHfU|sUw;VsO?qG9b%}p!{F`>cwSc5-44)
zBV6Qk7a7;Gc?S@7kZ#n-f!`G+e0a2D*Db6G%JzE{nuud&z4a*lRG*RC!FdtU3mEt-R3wSqpdZz()xL&tuhZnBn%nmYE#;
z{?e5zgbAyp>Ux0j8m6{sb14_BUJmnf3eEN*2|9mFfJaHl9-un>L`F^NLteORjBW%>GTVw5^jnJdn#45x)1fE=r
zBfAxDT+4PwXb0yG`*{an+x@ocH9o%|G6N)G77RHGcWKadr5MN=cc>tkd5`jW-i3vQ
zvW|`wKE-w9#9R-t{n*}m)6>(lduZsStE(%Fj#k4K*bVYnB?4#98iD&L0JF73nzrS{
zIL%E!+?2&NlU@$m)g)Y5;>E)2Fr^Q1L4tvSVPbZcz5nn
zDMeI5C5?f1;TewefdH;r(2$^ha$uh7iC2P4@O3SrR?u^4{{_((GcXpSCG8HYin&x3Q58Vztl-Fm^w`jkV-FnX+;lba2h`kU?oO~InJ7>75NLJ
zxdiY+Js>1Fuq#n1`2wT!)Jun%;h3bPQ%ilKD>Vyag^BAnZP&+zu*ybWyXmJ2_&qT>
zDQj#T_b;!hEaOd_voCaaK9lC+mKN3f8)<7F($J*=SJ({HULt^Tc_y=PV79|mu_{E^
zCpb7BDgn`si7Kg*rhk*S0Z!4LLx0>wwM4hp&w8>Q)smkn)4qn
zT6^%p&3zcTw1t2Gm^t9k+H(bF9R&_EO?v5;J>rs~BI+QCDVRW1yLS64pq8}&jqJ{#
zZD@H{(Nr5U$C^;+c#@GwM|f4!9)ht$o-eC${(W{+?x#^$2
zd{MoZh9XIYC>p?T7Q$!NZrsEoD5z3XQ!`i>^&D841&U%>MxL7`csztc>*PT)A>Gcd
zfy}j?iHl1HI4NU}yjijXXe$QLn*89)t{T}F;wVLUBFb^xJiB_1oaa<;pqa`;#oB4}
zNW4yA!D;d57ci+;L=Frb7x!dUOjwMnOb)XN-#Q7XG6cH@>gv<5<%j`7R8rIw
z3{f0_xXQG|)vGU_Jb41YR*PSV$d=H^Va^_b*h{APOD5sP@ei(}55%kC8Ze6y+b>rb
zYaBjHbD?V?rifm8MZ3{M;vO1{6`ibJlxwnA_Jr<9*j>V9g-pO4HXmAZUCoO
zh`>=%_^xvKvitUfXTsdvC}r2OMX`vUf&(hONngD?Z~rJ-JF11wS?fI87Df05RZ$up
zC}Y41;J>H4`)xpcNXYm?vmz-I3|p$;mnpKI3L9OUpFZ6_-He^Y)>hia|*c7G0k`6F9G$
zNozQ26nffn^ZGGKOH0=$YHH%_mrU$Oc9IW2NV{gQ`6i-q7u{Xg^W(=GBE#Scp8xl3m>QH`1;!&$K;)y@ei&Hb3#aKS|Jf(8lOqdMf^#DM&aR4a9Epo+kIJ`>a
zIxh@C%fZ@G#Ar@q5XpF<6@Im<64t9X1D_@0X@+sr8)gY#{qk3*J;O2Du~73>a;#%u
zhwV9V;3O6qG>}0v*M-21wDj7%QeMX-$^3+5J^-`29z(+pb-X@KS(dZl*Bki`;zNVq
z2M9Z6U@~!Hq@YnKL)rQIbU*hn2itPx*)e_0L*k$A-nHwf7;JA=o+88cylhD1Zy~Sg
zLjsyd6Wa6JZ(*c=)I~{?AvR7>7GpOY9U7t%?F{hf@v~?yaD3FP&f7A%d-rZR
z!YBxPS#i%@IK7T$dl{+_Fm{rIdPPlER@QGCgga2opX}6n_j>2{)gLH;_vDxVcY5@{
z>36HCo2_0xJ`q7dLA4xj&!KTy+Sq_tJZ3}5!2H73rNPjkpg5p;Bj9tO{R;Mk?RNC3
zO>q#}h-nd_F8*@3IbDK)67UXQtKRZ|IQ6;HziGX@se{--pmWFZqi5fyNt}3bW&aLd
zv#)s{FT{b67@)5=XIn)PbE3Tb8fdqM2R*M0yw2UQsNl*i#@v2&EwUx0%40YGwT0Bp
zoTeVCKaE=r?QTIurxa-(TC?|{f|S%Vt`zR>A7e)p`M(7Ac>DNAJf+#s%y-ckQx2%g
z`{q94#1ps(`-7-$&H0X*MBIy4%a$R&6z^nrRc6Vjwm*=h#ps7of*}g&#Nf>sRrI4;KL<3t`842M4Qn)58t}T|YzY
zDVP+oP?a>Cr{$6N*t_6F;2%&CDg5{wR+bE;zVw?PHi|WB_HYMQkO}!ux{F+M7_M;o&&Q(k-zaK;k^exB$F}p`#Nq7cL`>P!-xz3}7%QWL|4)s~l26
zBn4(*V8FKuly@Gz91StwS8ow@ybgAikB^Uz-6HsMe+f&d9P}zO0_Z+XU$?E!gZJCm
z!o1^^Q!itf>(F>{cKH_;mMxa3PzqUDS;e9EqeJ*XFGdfF#V-v(9_OI~veVJ|UHDR7
zT3Wkqhfo;A@rUm2hU1;@NC$^k7LAC@o*}h~!5B#31Yct&^yAv<&}3jQ9uuDVc6;l8
z4ugo*q9?O2JaTteStbSvXcs}IyZ7yjh8u_Ry?Fcc(;B>Y>oz7}ledVm*o?KSL;3ad
z^72AzhIPOps{t-AT3k)7=$SKF#eIs^LyxLNSMq-R_`#!9M1j<{8YqI%u!oK=3exS7
z_?Q18K>cW-q=3)Qj8K8$4bX2K`d>dv12OT~clv_oS7@oYfaAxGU8dQ~_5vSSuS6Vq
z35hxqcuJjHSy|bQex`^#2grOZM9ebyWe8scz+to<{`MLt(yAK=3y{d$6B83Mg)U35
z%jJ`AT`HSF+y=hlWhlu6hI^w}(H`K_hw^~%5#bZ{cSyIuGDjD1nCgGMbq{MlZk9uj
zk7629NWg+na>{C5kvJf2nuP48`)e*jnfcrJ8@gK&TUlU2~Sj+X&~0?h*vL#F7mOT9JM}C<{vnNLI2M;dZ@E8FSOES>7R)Y=uxKWxkFga1RDb^253oT9G0_JCm%w_X
z5WJzn=~fsK5fSmFP{VGw#{q&LI%9qg{nE#JiD3#{Fp%G@0f_`2ljgJo&rTcEG941S
zbKP~JrGwm4>I_(kAqWm(=wPqMK*9*KHOu?yPBdlViQ=OQx8nhVJbA49uS=-nwqpGe
z>jEcN$tqVy<3o~JP+(O(rh!4FFS>85LH~%q_eO|_0Wg#!04&;mANSbLeVJ50#7p${
zXpOXH%i>m&T1_Awa0fL2c_1FE-fKuI6xS92ECu$R^Ta^BCO+N08X?pvc^Mf`67fP&
zP-(sb=m^-|^pp^S&dQ>b56+!9YcuH06eI4#`l;CraYD~Gl{6aY~t^PhXrWuz!{BSR93z^kKTkZmiOU<#ooO&#|
z+glRDhio{MlFsR-Hd%&l^@1QkNHoNbfU|Z9^%-adWJp2PG6HOT>7;rd%G)DPNerVH
zP=Hv3bt0S*s3R~ILuI1-06Vp
zpRTN&c!LJx!<0YQ8>sMIzI~3z_*-@4M#rkV*3J!q+Dix3km(@y7E}W0?K<^^07WD&
zJN#?|Myu#2FiO_Nk+xh!^h#1PWL-evWVE!x&{2F~N=%C@xFDJ-XxaT2df@QJ4Tl7+
zk1I$*34fsBIKoRv-gDuZSAy34Vc_5J?V^;rt~Tl!vtv+Dl(Lb^Y8qxBB78MbdfiZ`#qEwrSHQDzv-}4H~em;Gs3A
z0dUH@-z4E@h{zUN
z2Q}0h31)%=M!7qnX9N}z4qp^}mqK$~2LY~H@(QeQ)Q8MY8xY&A2WPuWyZ~3(PZgCO
zIJy#Wd9Dpu{Zs5fy`rW(W@b8~Q2^d2&{!%fD`6)D?&VO6M&5F_K@dnX$yotZK-77N
zQ;kH{xumH{8DvW(MO*AH%^kYTUeD{_rq5dZcz{N{l{U%Lnsc%e#%q17GmzW-7t!U{
zpp8SQW-qOsFDv+S>A)BJL!uA`R;(5R0uP|j+M%S(&y5}lQTauZo3AI;X5pi(IBBm|}uP{%R~0`d1E8YCPth=QgZgU;OFQB@8VWSM8v{@qs>Knz(g!
z?zs@=4HZ<%(^$k{^zwu*Z%_WcUsvo$9#*)Nw%GQT@6T<4ovI!efI3Gy7)dQHtPiO7p68($Z{X{!=RPP_E%2%Kmgo=*Fh
zV32#0);{s}=g*%FagmSz`l}imP8uu$l3NcrecN5<{DSB+PM_9Ef)|P`e$!eL!FJ@x
z1%zhFnGYAd_t9LYL}PtJn;vD^u#A{ANo!oVaA9lkTo*DjC<}v_6eOEjG4sP^>rEFD
zA!y6ZYC?&8$s_7fBwq%{9Fba%DTb>gi9#|UQ1p~^clKmj^+|~}j@i2aKi!Cu3Z6ogRuNH=
zjNCi9s}?h)y?GFF_S9tYi+~x{|H>nS2h1J>c>barnBNzMvHO>2JqJ8@VmyH?;G~Jzh((_
znsEQ}{I9>R!-gg*XnMwVly{w)kvGLS6awx#buOUs>Uno=kRr9$)7tsQEJQ$7L{D`?
z^QN;V?ga|r_NFR#=S5HKeJP5<(l&zb@d7VgSUgMwhpo;dQaJ_Z9F{vz^7AY1I(99|
z$?%5<2-$HVA+^Gl-3;lRv>deN0RY518$TLQSs9KgIeqob!s
zY!KUvDOg7%EtzBP>C5|}PW&Sd+UjlBC~#6!6!D2q#+(96P0{qp7LM^3Y1w
zUyjIQw_O?}^sjZl(mEP*3N+~&EEXb#qfW=b1Shd?==e5RC?mk*#38`U(QS%CPY*a_
z@us&bG!gtg8WDREEg)%O#F5Vf!_+<4vdi?&Fmg#o;LWS+2?-0~sp^X;MD-9%>cKFJk3dx-$RXwoHM)$P|kqn(;=m2W6TjD1kD6OxN-gZ3y8M~
z05QadA%GJ~u{AE4gyjepf!cY!^BX#*JTlYBT>b%sfS)8uGzlO#7WZ~I<^6V
zN6qjE&{?9<(2amub6|X^Z3r4HmEp
ze*jkjOIZO3p$5^5IAtk74V`+Tat&)r2KyxEdwymFq1J|20;rNiBTB=9h8cGfA$bTUia0(wEAT$5GiW7Tw4-FV
z2G(E(DcR(%MEGgc{`%R)PGiuQoEdThogmG5!4@YeK?Fr#4)s`=J>(N$tFTURE`mG~
zU7g%ifJr1$O5usX+^+^aWaIukaSd1n?U=|q(`aTVu&%)F$(#U>WhS=+jgX*i5N0`8
zZG?C45E^%D>x9_7Cr87p$++PWqf0d0H6u(tXy<-RBnW!`{CUrW#B7p|#fKW=p2n)@
zX6$8C3WNGfN3WGXKS*uPvrlbznv_HqhIDxcM16Q2XN-ML$VOgmtOCs>JOdbvXy;^y
z3_3mz6oCv!7zw3}x`0X#b`%yaV~HZ@*OVvnssqyZ6dFFzhJ15@b1o8yJ!50UHzSa*
zcW$10YYroF#d6R@)2s(%zy(f1e1n08OzYQ<u?P_`wEP+3}8Mya~e7W4mERq0ajU5L8l{qy?d<%(4wJ0fiNwgY^t_Zz*N{qVj~r%OxR+bE_?
zz(*E;TTE=5@(#>ZHSn`4)7B{Y8llMj5hV;o?ACfEbNvSw
zSATGmK5Tsou6h8E0r6Lil~;68oi8=>BMx@-@>2rUh(8%4%MvKPhXgPPad^bwaFv98
zfm5L^5S|7-Nv
z0Y|_WmI3U|THTi>Vgbn69Fq=-<517h$3!ICdC2Y?qFn#VUT248)o`4Jr7uB4V)e=o
z!lM#=VOB7AnJg&{`<^`{Md`_dZ8s#uhS|f$^AY~57ZPxU@=p)cUGbdycKbPrDicQm
zwSz^Bgw}}7faE}9${5&mJX)lTQ9~Sw`O0HHiPa_+F2{oVkevjiUoj03Ed#zDSv17=
z)8*cOeD#d7(yuZeEC#phhL8d+M5!4!a2gDixU$G%8ogd<2Ojl>Emi8rnfQgl@fuh>
z$+w3OF`f<;%`2^=DsqYuT+3!c{$e{4fbARx^|MWSq4ik0J}+LFTd|NmsSvEUtykKv
z4X8pEEN*dpb0DwLF)^4=uCEuG7ow}t*-l_S0(WpseT$L~^|cnBDiw`{lro4FG3>B<
z6pHxPHNNWvPz+h+W3}r-8X@5pws|^Z`vut~13jkgcc~r^WhB-D>36NZB`iE?qwhLM
zPmghRCe3ZFt!yncp8o#!bqmkvdBu^C`HGQ^Z%CWxp1xX(=EeyPoSFe(XV_VE_u=Sj
z80g&jTeogOzP?=#2}DJ_zSH(_k>wvK6eNUcP*q-@X3RO@Oouv@+3p|#!SeqyskO@VG4A5tBh~3Bc|x4$XS%
z6te2l+pbAU%A<8ao-=N;gT6=#GNhuDVuHxn@|m_q!+-)S_+%Lb%rt~jr-;}B9P6C5
zLjz5zQG~mr(AeK8J>mat%p@JRgtphO9(GgZ;yE+?6%getOFwU0b-^*>|
ztr^|>ufPs{y^*$ZAFZo8_%;ftf`K2og3guSv;yTp1!v1)b7IYbH`D
zuH*Iqzx{-E{?bef@@on}AmKx66abWnfzIf)2;0{
zI+Ru{jndk3C29|Pjxj?ZEdB7|ZCcr?572$ltw*cfWx<3rVX_^9Bqi`c1PVc8jE{hS
znzH3N*b)&Qx9mEmKTsP%a?=Ds5s{RYNnBjKmTYdoenWWSm4?{u6OK%P%33zD$B!Qq
z0;l1+WCPqlC3_>FGC+s?scKE60DQ&m)DqYS;in>0R1^4#GpPy%E>2gw=jZfvJyfn3
z{tl33;!I#o9VwF`}*gV|78^H|NQRXgK_`!qw&iX
zyZK+q*9Y?r_nj(^zSrq?=4hVOp*8Cy-?$u>iteYr4nB3{^ghAUUdij;{GBRx@a<2o
zKa-EHJ;w7m_4ExMZ)a5Sf1V5QG}(l2_fk!lGyw`v2_w|37d3Umh@pcXIObJ@08a%M)@(1BgBbWyKzKqtR#>awj)}
z%fne+&kUfiJv;N`FG6I}T}YnQecOJ|``ZPNgML)N`Op8ng#CovK%L569oX-z=k<(q
zSS@E>qyDwgLlTl{V
z;dKBGPY()kp$S#M19^pXNM^MJUs9;}oo1T<1jxtV{pHG?#L>IsBm>gSK9y0&{lRESLK^_p}P#oD|E`X2b
z|FDxxRpT=fn`yMMZG$KoWKUm91B|b2`?;9N;Q<^Q1#JD)ZDVK?JxLltU?i<>0_lT@
zoSd8tB3k0$0}hSy9Db?VC7x`W1y1Xp6HK60wi?k4{S(1#eHgo2S~
z{S0nfec88ka#_y=dSA7gf1tI;LjWx6B>8o)HBVqPt7`%f(`0;^yq(Y85km^DQ;X}W
zZ^pI|bI){`gs9fq5S;gQW%n7PPCnIKLf(CM~r!fa*6jN0~Xi80u9dCma$Jea^H
zUBIRTY9z|W#F&4&3HNg-ja@A(>2B;ziJe+|u0lbQk(WPStzN4>r`oUgPDM4&>I8
z@{HqVYxYh)V3^rvE8&T~$6Bc)t8>$2z0!tSh+o%2MTC*djICQn!jeS{TgD0+l7T*|
zyidr=aQG=6XhCzf9%?X2trviG##Hj`>}Xcg%ocoh65ramwE{ifvMG3s!BcwP*o^qt
zSXLYpYP~a2NtsG8O((GpG%7MOvho{rL{a>6HECI#o3ui}uJ_|E>1)_)&Yu+mf|1z3
z2UWGzzAsn+yE9TJE6p8X_=L?K6U3?_RiL
z_-jWnw<@58rUH;N%^fd7G)}rwpf8Bb*#YG30Kxq&vx811WWA{r!j4NBY(oFeRDvGu
z4_eTRhc8G?)cB~e1ess()c%%q)Bp7C%g=-+imkEx4c2El9HbDqZaplbb0xla#3@QU
zyBCU3Jda|udA0Nw|I
zt#P9gHujX6WVZQ+E>A__@K=dUn`zeJgss1teU_Ig89}kJv3aMaAF`1sMDF6&*I^#3*|phZkLCU7S+#5eYv|$;s^%b#HXKXl-LzsVP&gelAB6c-B$0Y|x+d
z*Q=x%zx0h);j`X99V=K*OZO=oM)O?pqEN#t4YE20N5SLgRGtnGtR1B
zUa^Np^VfxhoWaY+6a8~c%H#1^kmEC)8oW7zP&^({jMgmW
zrC?Loa$qu{T5i(Y6}3!sPbwyqkGag|qJ9fun!mC;x*mW0_Gdy-^ZJg3_Sp%jMg=n#
z*=m)izZ~>>`&>j2qFmMaO^3X}45@2QuD*JHOA_BZv^zhf59&oi&RE<+_#|erbCYN>
z-Vp%y(~ah2RJ8Sd$16r)`SaSQhIo2o%UdyzYu
za}vm28o^zoOrZOdh$S2U`ze%hIB9eZ_ytZT(+)tK?}q6SH~^uMyNGTA`k_POl$
z_q5}wp-XIN!^#PH6Qu`jzugoVjDA}SOJEqglE_Jw_E;jSF#+YE@44&ZZR}SnLHl>T
zN-&FMcd6yVagUS>oaX2kOj9fP&{1z<v6?
z0p$)nCaE?|0**W(g8qtb_9z^+
zmR5}&Z!Bt%c1z!)l40x*xWog|OaG!D8QN-nh*p2rMxB
zUVlALCfwdC{=&HmV7&CZ|4hXkg5EN86AR`Ix1SwO@-FKkwHY#%uA!l!CllsCIi4#M
zh(6Sdb!)#)k;pko)4yw(+{2dMD3sE<4~)w%h&O}LicQT2wax~=q>mQF3*A1y`~AJ-
zIG&8rZKS!-Z1}F8)p0oa3b}XeYI`V@P`Ub(v8i|Fe&BQ6IW|!EPGXJSgVu+3%xBal
zg6fl|UvrB_VLhdYrJ~DBB;-qngOC`P-Otu*nx}*xjal3gKfx?EZ!_TMvM^&*{QDX$
zFU-U9&l!X#sG3WxSRU<$Ex3{i#+9FpfKSrv5JD|txm4)9viG|1)aQ%YgZ@;@uG9RH
zVkNg|DD*oz>iOP5r48y>?B$;uR4fco)Uap92adL03*b3{=4OrfRsGX_r{CPAuCC>r
z?6p`&cC8lKLkYPP@n+8C*;wM9K{gG_VxA)zEgaCV%lbrSv)$Q9a#xGWQq=q>whxrj
z6^uV5$8?=5(@cSRYduiQOv(^}cJ3U+J6?V5HbBBaPN(lQwCbyq;4LQRwpc2a8!$pn
zPA={z`xAWEM3G;u%G=k*NnXEk<0UCkbDua}UcvxKOqPz3D}^tRVXlLtt`@*uPWaSH
zq$Y#V@Qxx7S&8+~QO&%15J4Pd9MXMXV8^1aX~A4CxizSYHHNj-8;mQkrXE>CGI?D_
zj;8;0y;5MO=E}4tx69%$(g9vekfZ3Qu^n#xrzFC!?0s=@dkN&x6zs={!rGutA2_9T
zZk-%a*Q(EKM(F^4o@}+M>XCMxmqou9jZc1VcX)M#d2l+Xw2NO{^XFowQ@4Kk&#$9d
z$XVhYIxyR^AxRy`*$uL(U-E-FM)|rIy0YoZIbU{VUnb=&t(yVf8Ra9UC;j9j4K3>T
z`qQ{cbF67N_6<~k$d~RM>nLt(i5WKWZP#-hduopX&~bjnq{2Xa`SFUYo^nxwEjqc|
zvdylJ%s7`WgiB;g=NJxT|(fLNt4
zT@IM#y@XQMD8k`aMx9o#*I@Nw<6XTS>q!sKu5#vxkU0?{6EpMki*h~L&FAKE6eSaA
zOL2KpbcGwquVSgQBi?8$)YlTEj_FUKF!p1|kkcr*L=Z|6Egtn&bb0^E#IL8WI!>P5
zZ96(DCiax2N-sDYX6_Ku*V?#TSLDvRgQ7+J4>##ocUPt|-3Es@RaTZiatB_{or{}5A;ROPf-yFyVd6#Cjs49MQVc_N
z0<5ABdSw}dv_su`7NxA497Pmf}rk<
zcRD!Iz2|fukjO@8Vj_6Vi3LTKJhzB2-afm+1@-N)XVaglW?SkIoCD}|0^vEbRfh}x
zYHFl~pLCZQw8!QGJVT%gC$!pF@UcVNnmF*p95o=D{esr|*v#YukLwhk4W%m{Aw$}8
zg~KozI-^@#Zr;rse^29o>gI)n?A`$K76EJ*oBS#(tpg%m4#Ez83-;?TWN(Rtg_i_J
z_A2}cahV@LaEyoa+~8Fzor;IJEjGF?DPkn0<84CGd@DWp+h3VEbsfk?N#w#}2H`j=
zfITVjXOd7fEK?8i<1~tLHiHZQcPVxWlJqY76iM}G-i8A77-4e
z7r0fT)IwvyOnM%w4o-W*{U8JRkjtQ<#V{4>5KqH1i87=dk>m7af>f>A_YJAZgobuJ
z%Z*JvhX)O#BieyfU?{?7_lL+N`li;p&S+hIUrIJIXW`)W)bvC{u-4fI0X)pEVCbM@
z=iN=F=E7$o(_XG8xwE9~thLm0P{@6e(~4_o2g7b2F_KkQ&aSyV^p>2GTg9h6V5-FH
zlb4Tg(147cn=kS?!6=ma*{oay2Kpit{sgHOL8z^rVKeZ#E;72s*a+JHr>PFv{a3%k{s_ssCrV^4mdW
zAT)xSX%k2t*RmqxdLk;w6985l_EWkEmezi3)0&?e@Pa|hB8JU3fk^rZ^YZfAe1?y;
zkd1#vEr=_GVg&gS|G!1x`@3m^6iE#xj|Xc};PA6*G0D^cyD!rdU1;(UxJJf|mdsg#
zR^Vh9a^&>CDG%i5Bzde?r*Ct?5_`%ZoRiV<*UqC{h?JH?x+2iS^ZD915$E~tAgjs}
zxUB)m%4uV3#0f0dACFHCmQP}L-sb%l7A7$~G%E-u
zktnXh8Ix`jJVFow2rWECu4!??ukc!oT=VbJq@Ip%VJTvLg-2HOdP;DVWLb2{pfBSI
z7-#TUKYfC=nnfaH4ARG=k-D=-iRZ#fXtgY3|BotzcSho#+stE&1ux-CBL$w_I6FyH
zX9RGK*2OVlof_2^I4`tgRZa`O!kJRG?}gE4y}#5XMlZw5dU%r7d9Fp
z%ABC0c6=>@QLPqV4iPTgAn*mp&i$uveRP;6H}+d=>pF5p|BK?R
zQA0Im?KnTQ5D6Wfp1pzOfq^lxv89OIW_$}0tHrt)POFnrwU(l24KYI=KK>V;&CxS4
z#36l2{!)JBWF_BNcktdZCNV>CUd*$q)*1ii5l4j)e__8d3QMY9R}B-pG+lRvt{d&ZN3Z_
zw2h{>Ec^>>M^B)ocSF4|`ZAa~*0DBrxo|l2=&T5r=F*fR>B|(66Ktyp?*9vozaj25
zrYv8D=O+o7)Uadhs_CsqCJ!|XBw3r*2++{6;U{LXo|IBK_JrnJlWQo~*?=&PSky>-8exP0g2?5=E8UbquFAu=E{Dq}VYKTI!Br=^=)
zSi}qBE#?vG2`@}lvqDaJA2kx)rT7g?k#cSc&*pWykZ#&2*kadO@VYEo
zu`DI-wFE|jZymn{sYm~<`Sg(6bzt#YFgI_HW%eoo38S=P*Uf`39Zo{e3#adRYLEWN
z_Ak(K*xu1K?kywkIW<(viGY0L3ub_^>T~OrjMG0C3W;=S?hj?McU~S+R!C(NwjH>U
z>)d&M9rt+XMm{-vV{EivW)E}d_jqJk&#l<=`L^jbFHf3FD6}F2yEvoH0kW@sympV0Y!
z@1g4Ou~DBgR@w9{!zbmaoJH;!nV~6&tlh~h3}q7vWp$8<9RmB}YgPSk1l(A-lR4~r
zc$PNCIZxU?)cS;7Oy(S(RGC_lVlv^+5GsbK_mBxe8+<_&8l|Yg!9h0VWG0i`49ON-
zlOdB3hLthti^_TC7JH@DgYeglRGgz5FYew@#HGN!2Kmli`CKtzF;7ynR=J-REruA!
z`?tOjcaIeGhjbdR)a}}M(T<2pK7mY0LgP1J6kX(wo6vIVko!7l@o}d=a&7br%geKc
zRW~0U^2Hug0;uL7S_Na1;@1Igm>E03o7b=BQvY
zcq|-!lHiPI*pj|DYFAkH`Vm7;g9Ws@Yf!UDOD81pKg4k~%wACZa*zGkH
z0ByaIfu^OJEAx%SCjmcR_9T2f-8mFgMF5Wz9!f(fM{n{F_C`~R1c6k$aiIkNTYjMB
z@4iRFan*AhJ0+azvDZ(M3+
zEX=BIq)epX{xxRtB&l)ep(zuItM|-5AnQmG>kBw7kq9)}+>2lufEDHW+;=(N=)bb2
zSj03CoBI0oYj<7fvURWvo@y+O#9!l`syLVtN1()-Aid!OxmFMQ-~lINTnFWV#D8sB
znM`~GwEk+a;+Q*}A`vVA(;?vYGl66Lt>zaQ;9s>`*Gc-LauJh;xBVo6CSf93n-uP{
zsb;Vt+p83x4^b_>r7pC5Z^BR7i$KWGEq_l1kI_di(vpd+oKKXRW>ec-Go~?EP6ji=_L$
z?&~_==Wrayd7ig!-t*Q;gPjZ(u#W5Be@{tn
zTViUO<4A*Pg!a{_4IG?Y^OdjjW6W)X{qj
z3*lG?TW;3sXT|GWyPmUY#UofMQPE8>obAxz#}1Pr6rYdLdx<(rvz#mNlwLr=x^7@0K#o93
zN}N67uG7n-i=9aoggqkGIHA*2aoF{*D!}!>N=Gh&9^hfRF=T(+8m5bjc97>91D!KQ
z3bqFT!=%s@7@0l|!59lNHmuv_um8~k;85Qr2#R1a|Ji*<^BuzfNjKNiR+Yf~Cl?w?
zE|R_hg2fkU&mHJ$EUJDc=H0salVmss4m1$Z+cmX06l}YcHsL3NJ_4}ws2WHdmE5;5
zn_)IYKvRMo@ELtuNhFT+8jPdghhbbQ)GAlYC)+&Qe`w&8NrJf&)pv2IB!a7j4|A!6
z>bl6;kY$)XpzqaN9}j9){R7!W5#jm6B_wmny-I&k9M)AF_6|hmUUG7!-{tbjWa8r9
z2sS|oZ&As7ru@qyKdn3#(qNmZHBwyPh+s*?a@0y^L?sN$r!P=$dgHbJehJn1el2-z
zJ=izDG(QQoqo5}c9cQY>zmZ~{VRVDZ0tMebygucSYYKyh%fRo&hb-jXptK+$?l#uJM*O>~%Gsiw$RdWPa
z>-hqIb&;7Ef(vtg>zW%Cmj%X9W_2`9k0y7)g%xw2YV$k<+MrecJ+|z-ORB70F@QyF
z?fKk~BUWyc4%}R@A~elA@IP^XVWFL4{rvKzn#h9jTSphgzWZz-{i9k?TKOSBaBz~d
zgF0NhG+DJ~{i&`Y-wZd@|2)$5>#4n41Cql!1zh~-e~_GDl9>pMzjTM(KmYE=o13dJ
z4ljtt=o72VX9n;ciEr?K;eG$BpwGAex8>!$*8g*WU7VKx|DFFod&4?jL;}D(&=s3G
zNH-kcYI^!t~o^V(3D?0@Obo@1M<@+>LAcXSb((hLVFDvW6MxP8@K%@Fs>R-pUwY;p3d~AP(^zlCZz**S;?9*Ypw>f*xrook5#W*qn~IdRrOZbltY9Gev?_jB8|i*+2ZXs5W)7vjBx2
z9~t^j(!xZ0I}`@yprm)Tx(z6MU39nLx#BfhjS%0%E(N#LLwtRz^2Kle_0=^e?&|-2
z0%glckht}N1rw?vI5{OsH(e>ivd0)`*V#VPEQ=Hf;?18(p2^(`Kl5QPuiyHALLi@6
zL44&_l6ESw!
zUo{&AW6fmX+yuKE0b%l<-$9%QSp91@{4BDy{|hWR$>TenRo`wj-(9*nKkS(tDRsKI
z^NXs*l{k!k+W)qsX*IzDlqh9wIjtd)Z|_Z_6~1iZ=GSR))s6KUlWqnhbVlfs^knI}
zyVWZy9;SFy9p13bGwtaG=S8cOOHDreFIkq3;3YmU(XxO{A$Iw@oujN$+51;N&XLMQ2mu@mr(7V(fW4*>royAd0p+FG_*Pq7*bJOf|;$276f|N1IYM3lxEc;V&pczRW6n^Cn3bea>iWm{8K$UjB_NpaG~$477eRFjsIoXTu7HMsEl{A}
z4vB7Z7yi$^iHcW;9Bsowt%^s$99p_D+}P4fp?(?S6Em?W_s>9N0k|hA&Dn7`%P$;T
zsE0!l1bM+t{FRVZkg=ZW`w#f_+1SSPe?JntYjDGmkjC$JRf231)sQ$upXpk4Vs=CT
z1;NFe)^y>!(BM;w{K^3AM7!~;K`CkEKhD~^sWQOz>TkidTv7{jPOx(PB42w3$&i(E
zx?%!Z-{SuUWS1;;H4&sxfi_v=LXpvNqV7z(uO}5HD^A4&R4DepWlN$6VR&3Zfshwk
zjfOK388@D2DQwq`hA(q<^x&Jm{Z;`{7G4l@VHt&n5cdg;y0e`6wWi?K68mY*x8y>i
z3K<@JOku%kGk3|lar`^9YeQISaW+@yzw(`Fp+mNt-x2vD=fO2N6lbU+^fE$FA}Uqf
zUD&n0N~59|N-Xm@)W>M`yZuLd^R~m1>IjNChFlG_H~_=
z>#Encjh8GbB}6$h&O9~6&G9N7Ac;)gz;tmwb&s}rFQqDAc5QM&TAx0B
zH1ON8fcNm0ny`S+{0|^Z*(SsiVSmO>Tja54r>jyxW}NpDbX3c9MkNLD`maPojy4TU${1t?h5!NVr6$ez1c*h!4FZ~s8
z!0FSc|0xhRcXqffL<$!#4p(9B{uiUO%MuPuiA*kPe*cp9R?uCrU;(h2aL#*`eWLDP
zQE4qr^7;YKHBQ8B!2ctH1rZ&8FRANAtpQb;4wbU%YjRp`eW~5+s*Yuqe9F&tr6F1L
zW|UG#1ai$^sh-R4RNbpc9Z(0*aR!*?pUL59gf+8aOIxtdG~FMWzN>9r!KnRQvyitu
zX70!lhr!WxxNiXmbWJ;r
z(GN3f%4)9D5u?CFjjsh5LXV)HPyz%xrOM{RKMaWZ?fa)DBm&z&+~_7yhwsS6;=F{k
zNnE-Hd{`xHVhLj7Osbgx+Mr9&Mm}M3`_W;3>hi*_=~W7}+;DfI$UZnd(F*BwNY*
zS=||2I~Tf|n;+FH20%%HF8(ZNoDg&-tH~hN(AXyk)Hkd&>0-9Nu@(g5IJ)8s=g-Th
zr&(8DTbrJC`|1_UQ&3()Px5%!;bP)M7NVHCH}0Q&Nvz&{PrIK}CdAF=c0vAVE3}Fl
zf4Eig5sL$o8df#cg*0mvH8<5Prl?lPUwvl1Gdr~_m1^j~xs=D{3SH?l@d#*#6D-wJNFAvH
zJhf2XRdG9S{8{&zzSd`e0B4{=hadQLB^VX!i1;_o`hr7LFprK%%iR=KcO@ju)T=>g
zF@$ae-uN-P5obJbDLB07$H*TTmF@v(httpm#1kY}wle6Xtj
z0KxSlQE1gweTX>0<+)BYJXK{OJEXJAPUyUOD0b9Ckc+eUGO4a>sfO5*~TDm9l?^$TAYFMl<+3A`_A#5y@9|K^6+{OiGFp?4y#&2u9i{%`*t(
zE(rwu5(BSqi%W3o_pAWf3Y)>eRRZ+FDk(C|@1YjSU|-nCXe3u!L`~<*#>$6f$FCkg
zc%F*_zN|L)yiF^Zk|8(PoE*k)rO91j-YcF#Rq(`E8**kn!h9JFz{>0(;M)9r}Jz!U|5f-)+IziHSr<{BX2zOQnR>mDG}K61jAi!nXg-2-qhqdn!jU|
z&gs*Y@kx#4mBOPetG~j81NK(iU)6@1MjYD*B(mzSB4@H6Yc@X1t4
zG^0P2{e359Yvj~zi^;%iWeTJ8K-My{=4VloNH9)x(V&QsAn2r!I_fWq@
zQ<~_rS0xR&)+<)s(V$>-0glQ#_sDpRN?x86WtHoy{sH(ce!HG
zojDo%jN+D*pMKplZ0+Ld4r`C^AF_Ymk)cOt<ku)}EZsP5>%N7G5uc)pnO||swM>TXlr6OKgML+4@1apRZ??aiTJhUg(kXKp-jWx$
zt}hCQy-3QFv$DF;2|7<#_W^kFa|TnfkLVmqRdyvP2L=X?VgAS{t6PT0KYaMmV&=@5
zCr_U~PnYlBGIe!zY@F!q
z>FG%eLaXaj8n6D?^0~NpIpugioo!lxy+=Yq)Kb?mF38Z(aL6dL<9dqB)^j2(7=4-(
zn!TLE*>B8p3A1<%nZOsQ<2{JB@>F=iSy}_Qy_bxY)ipF$K)bQ?Zf{V~K=9^{y?XUx
zK4Y10{0={F8I3XJvEvS!o0*-(I`$tvoJNE2MkZ%J3DFshDtqs_b3=ds{(a-BNA0hn
z*m>(X3tv8qR@Ju3I@q>hgS6bY1DrRybgOAmd8IOuqe~m{eq6J>hK4Mob@Ny^!jQLv
z45mYn)1R?MGXb8iF&lM7U5DP8V}=cDMRqrU2H{SUUzL?JrcZCdEYhMcRomqY$n&j7qz$ER;Ne-v4`1xw{G8-XH1FJ;GR8OPMtb+g~=*=`}R6II&bc{
z87KrD$yLMFjwp1%YxH%ks;Nn1%ETV*?jsW|?vuV5GKWxdJ5L(Di!39Q5iRPQzxUfd
z;z!onxc>YiDz!5Fevc6wetdt}q)9hlovuQC_oXOF$7bb9212N~Z`tyZexB(NQ+u?Y
zK7D%5G{UL8VB(YDsRNkuHfH?zndGzVOxcedP#EckUte9nxVLIhSv!89=CX$zvwViW
z;41=(k1ajOsN0+?CO!%3=vi^L2H5x{Qp>xKX1HZP~I#
zYg>c5ZYAZ;jkvfHBxEN!g^@+53e8!8%WlS{uNI^w&Ba!k;rj^H=on^?9|~O(cf!kr
zxnu?iLzH`W)RWF?)vDF)J9nx`bS+BpwFeM>+svESeyNq!vb8}+rP3Mg+O-1|+RN~t
z=(uM;<(qG6!Co!!oimfmB$d7fVLknd_6rI
zF6T>m`O~p0Q#ZmHAKJhFtb%SJZ0oI?Xiy`WMQJ(^&vMJX!iIOI2f!#a`xhzBgz@7)
z!Qttd-%503V6w;0cT*Rh8n*}U=}>r6wcB9rQQM*yg|=nQ+(V2@YLIi7Dfkly4jj10
zwSZSKWAR?wwr$6;wZh7qVNxeXF5b&{Qj1*cyIYtn7wquzVwd!f6$va$`}Xx~1tWuo
z*Il?vYn(o}(+}yraih-PFT)D*^A|}KXrZZ&yZLnAoOGv+_*$c7{rmgwg^6S4@Gy>s
zu9W=doL<=Z8RwScG!y7EiPDIJ+}yNjQ!xjjuC`*Ov>4=aq;Ah)!-nngUyHK+>*vqI
zZI!ZiF(B&#`ys#BX>LkX`!ed7lX57N^+;JIdDhhwO>DL(r7`T1cr4{;7{c(VOuWj|2c
z?>}&0`id1pnE}FwQFLMyg*Drl{Pn_?F*oN;qQ~Oz4u*XPmqg9<+tF5Q$`qd+J6aGs
zj+{Dm0Keqa!2G6Kvipst&j$8*^&4Hmv`w2Pu!rF~EThAlTRp@jI5>d?^8aE%#un|{2J1t+;rTcq0N
zi@8yj?Iiss*mq|N$T_3SXL)(>4IRVF#`_N*Y$?erES$-vTC7Zd??B1PlPB*N6%FRL
zy=ddo9N_-@OAiv%0qlZevseo>2`NOHF$|(uv1d_F4fS%L&(FyDxb1_5#gPE*0|x2P
z$?9yL#aR;WAqQHtYCA+zvwwZf&$-M5c{EkB96v8o1qTO*vxZ8vwzhf_G-Zid`D523
zX&*3hLo>7ec&Gwv0c*6dg%|A0@!Tr_zOCfu%VN`7Y>F|FLihe33)`@xqfmF;H7^tMe!56
zK_2luvlCqGz$DwiFz=ah?mjDOIuNBishrs8wf)SQ0W5#5pcH?YlF~-mzawYm+V$%@
za0_BJcx0`0P5nedHxmcHQn#0rr?c0tb^rVK@5#v<22nq@
zTDNW;P-^#%ds@;KJbl@+LCo>k%?k8U7B|{6plitDI)rfFM~lg>_fSMIcyOo5vk0YJZWlb+Q10;c``q(Wc&Az!9X0|C2BB6G6mhz^OTf5qK6NNkbj`f
zG^2e|g$i^a3UO{e4E$FIap$8DnywftYiejLx@>%Ksg6``l0(1OYbUZgdv>L+)eh!f
z9v~7mG}aX9`$v6xdN$jB*~qS}T4=k{#^x3e*Jw%%nv_tk3XpZ^<}3z8W-^lMdao^w
ze_gMbWt>SaLQ*Cf7^EL)|qcyGoe2n
z`bWEV?P^gmbW@@RIQd)`7neU}xrdn#XJ=z0Pf>0F^0uPSFD-(R-avhQ{guoE{_^!}
zI-`BZOqg)|=FOWE#*BGSw*Sb3%IBO#)V7Ozc4(AZ3|+0B^BL?6DJ(9&$mfCB%4e(>@kJDYRl$xfKRYWQRQkrUYh4JJm*wl
z{DyG7u#c#n=E>CbF#p5c!*e9)`*+-A(663U;hkOOUjaeixN)Nxz*G0zXU%~>yJdJ=
z?zs4=@q%qmlGL=PT4hv-hRg6jKi>L)S%{q$OcWHJ6Q{9@;S-@0D@5(!L%zOFWT32W
zkl|@aBr8|0q?4vEh{E>hXtmxQ+Yp_43?8iZvF)#ByPd7JljOo}ceu19dXQKk*}7dj
z5u$3rgTw~IMPe2l8XSGwtw-G^F`KHj@0?+gk2ab6Hfa>!`+cL0e_-6gChtXydaz^l
z0DTVyZR|wn!(l31iR5>6^&$p7^BSGFXA%i{VP1az2hOIUQg2ou$}x(~k8KY7
zpUkF>wD0zh^QVJeJ|wvVHEHwa?$*BajNsv>o0`gy{Vlh(-Hki5p+ZnnR^AyGH}TM+
zLys259lCR8ikzGr*`B#1WlikF{#}ffU+d&avo6|BX=yMjdRt@l5(=(!bf00}&+RAh
z?gYWMA~^t1I!n#WUy6bj9@>w;vG
z5H+=KoJ2|R;{rZB;YI$$?xRP0uqVgo%NKiFTig4jFj_N7(pY)u$LvggCNX_@!+Y}C
zyc=tJk#LMeXLfhIbQ#i0Mvj$HCq;Cv?ZXd)oMg?y|B6C?;3JwMz7|rVMVm;fz*``>$U0rrt~e
z74##&lBAq4-Me=$=)`P1MvB!23Q+3*^OSt-*V?^nS1U%6efaWaKOdIu?1OL!6745$
zlbgLaul5MkTDRWxg?uSvM=|+!?04Re;-EDTG?}=6L@I4LWy%!W)vIl|Vg1J0wnwWW
z0VI@kH`fBKI*h%3082AV+BP*XD5ynm%VOfxN7{!jna2)i_TZ7=;I1Th?pwEp61?Q6
zTnY&p%s4C`VA@a~9TU=fnT}Lkq|}?O^8H0sjF9de4D&pF{awDkU7kF7vP{2TcEEt-
zr%$^`o|AF(Fi=xaXw5xJMr{CSaTwps-oI&P?wKwJNIEcZ2%j$O!I)-kJ(zr%b9tZ0
z-@SKlg?I5}{g1P<`u@y-a8c^rk#X~Y=&gVw_E|*j4GUBJ{{1_dk}sA7iPjT`HQUUr
zA5_AWD2?t)KWe}kL~2OhfdxcNyr^Rvyy|+l-f0&K?rxn7Tiapsj7DsHeVmaogJU*k>mP?%bLXz4
z8f)LV^X|KMr*c1?YJM!`=8y_9#I+@-V#ag@wK2G&U%=BJ@aFxr+{ds_`XF#cv&xSR
zM3pp9obH1L`H|k9r^FB_2_sOqBe-}^(3T8&6ZI@aryIEf2-kz>&%3i|YddF}+Uaa`
zbT>-Hp=#!f%#6-;>8-L?_uzFIIk`i?6^~L=Te{nPb98Vx1WvGj>i}8V4)F&0jWbeT
zzU;-w{#)oUbaG5J^=2A9F3ic1nKWqgs)e9P+b=HYio^jAois^?q}zYMhh{^oabUg<*82a?>bof5XfgJ$M*5lr?dT)O&(2Yn0etseNk0!
z84#8k{QnE!#D?ZK6b`%WYY6>AhYXS6I#bAzdJG)sORdB*lQ!yXsa6UF9mFXlv%>5e
zYYRl~&BV>#Np`DNJxES&#Z1*-AYEwT1+p19b*l^*T?&zX5tk*IhB{W*34XZ6cEe>*
z#2?6pEjqZ3#XoE99YjpWh?U7sns%P^SEJ#7;Bk8U3d8(Gy
zFQO8Q4hAz`a?ZkqT}kOWQd+CljIC?N3LY_-XA!`TWbnn9rZpfMM*{;7@i2sI{KEe3
zylIRg?TCtCH`%>J$x)4Z>cWK!LsV2cQ9TNOD6$1i6-N%T+`_$bA&Vk+vA^Z={coIX
z@W2_*aB&+qZR)+_ufAhv(5_ZWKL$t)fz9SgcM}v2)}2ux!mU`l_8_%mK*wF@XQoYg
zIv}p*MaA?ZWR5JFc18dPM6;Y?7-zSLX239gl0=BU2-gM9&f|9N+?jWGtDDoPapR=a
zCm${HO}-;9`Tgh5YIk?_^bx4x*Bu4UP+Ey&AS<*Emwm+|QCI?(65UKEsuuF}DmDZeZl*bv#4jlLtWOR0Gi+~b$
z#@}mBney`WYkyu3(VAKv#lYC1Lw8UZf8=)7;cBBQDZA!zXvvLrj~6k^y}zt%Hkl@&
zK&CXqs|+`DBQ|y=S6o$DdGhGdbA6^ID)1QvQupT8*sP!_Y19Q(%+zFk!9-5E2J1Jo
z<0-b28JYaz!Gj%Z<4$8qy?#hG9At;kpKq^ya&mHzbPpxTPG^-ZbQXOO|K{4WR{X_FDAi9XRTN_YcrpMwHCwbe}A1Bc}Ze&
z>pEd4SRtSFBW&!Ld8>+CZy)RQe%I8L(mJun@+T-hbrmZtW>=;M4jw!>3qKo65CtR!
zmlYr!P_3>^l8f-k)Fb;9I;gq$6Ewpq1^}~C5=7OCbw))+<#VS6%KPWfpI5oL{5U<=
zCG9>eRLYDs3e$_89UP-_QES_$PoFgCoLwRb1Tztt$TZW
zB86>KWF$V^3|DRvI4pXPo-+q|i-*SnjUWZ~JB+lNR9;>#+o#X$$^#Dg_(yo3=h@j6
zVJmBhn%`M|uu-?@+KN_ee^X!mq@QVosV|ALMd@J8P5XfW#Z1)%E^1Ltu5e$Ri*5ro
zXI1Lf1JE7^B(@^J>5fxU+K;~Rm2y~2w6EX3Wq{;JJ;yCW+tLlR
zlQif>NU#!^%{N|ChaTbq*6foqumX?-a*bC(fV^;Z`=oG0n
zeEhg^{bXe3utiO3@OJ?~;Jz*c=3wKCQZXWIp{BfWgdgsc9N;gn`O-p7Q&V#sp*Yf`
zq>0&B)?nR{$2(o_I`HQ>%{C|ea#IV{>xwA)I_}v?$}8g|UsuG3FqA56F3a)7OiPap
zohh*UN%qgTOBD``G6g&Z^(^KV#>JfRYCm{f^qHiWtJ%qf|5s$s@MWXR_KuDVvBv94
z3h6lc18t(@>StXnmcMoF+7bTU$57ocqY60d;pT})f-wR`U4gvwK-zWbudwWovj$&<
z#>K^%jXF_G?@BSlE>fxxB!+C>ycx88m7!txyNQWkii;oZ-`~E+C*9GLRa7F5_x!ma
zb>zwMc3l;9KawP|E&Y+;9-1FMoH5$!))BohDNdBP{6!;`61x#*$r8&2)zGC&mympI
zz7N#VeWjUWIJ0E0lgP^F5<6z&xyqJRJX`}6kv$3(`#kPi>&qBPr@$F)^J(ObxtG9+LDpn9R8z8*D{`_e`
z!5#HIZonjmv*eynpFHU&C-;O@Vj~_)i>WUxV;#B5Sxk7x|Hh*73Y@T}
zCvbd;ik6
zBn@NXK?qxL0GeQ4b8v8b_w3^>dWs-
zAdsFvd*+A1ievO5tkdDaI!$v*NaD@8?+4XQod^5i;SL|}28L@8qkb=R&z?3Al{D;o
zH*2RI9xQI!-}-u=ym>4)70?%{x~}#j1=M=t8PCYBmKPyt*sxGLzcb+n2&e#AH$G;0
zJ*Ju(H(`SD?+*~0yMTfO3Bx8Ic@#e6F}Unv&IPiRmFV*)AiR0qT#8TDCml_U#y?SMu9$Bwk}^;h=q;WoK|T
z*dUJ630Z)a+Yh;Thx~`+HTQm>vR)Owc_4iM~
zla3!UWIH)t36mOcfz1QA1rQTvB%BNi5DkMDb=@wg_GfdaQwp
zDaE65;Wz9@-SwMs|9<_h;fp?M+g_g-5*4Kix_b+-W{`&SZn_^n;ab-?I9Ms)-|Fe9
zl|;Ela1DUfw3|P_GdQDlo_2KqS&gnoG5+`Omjeju#A@3*4FLRz1tj?xPYQS)_h~V>
zQ;h2>rnIXMKiq{q4P5k+@6$3nT_xhjaGn8k`s5;>_9Z)>Fm~*@8RyPY&c?IV(TutPr)}$>8A8k$u;%UoXolcNSzwi;-Hdaddo!OQ`@tC1+Z-cCB*y
zN8<{B=@q0gnf@ws2Micsdf8|X2}q9`MITkI;I3z_r11;BR%}Rj;XXAV)Oz{i#jJd&
z>x&$8UVY7q71OEjqmEbqY~>xElzwIcO<)jVP3e&D&mTS7P2Ty5{NP4!a|#C=Bx%SY
zOvzWqPn{Y>ViyJq4>+vy?3ij^$ASmS)ExHpEumsN
zb>zsehnwrHcRD30!vY8v7bi1Mdy)E7_g~vt;n;J>8-qY~!Bo6RP2CH7v4Vq@2bsH#
zUPp^FH-KImpfH+GxGv{-30D4#`+b6Qs-185FhCKyFANkMS5}^1rex-5d~LQ4`0N<1=dWUg6(3n70!W
zL;yLTNW6-fv8SVP#A_mE7%1A?w{JDT+oPJQuR>VO!v%u1SD#AC%!*+-B~-dkw^?x(
z;(*(ydy}LZUpBUoaju-}f{~EBs9Mdk?YsZzu(`;wPGl5&Kp-IOFuZl>-lZnZVBbh9
zZxh8dfb-gr=7xQkUT8o--#e~l!+UE*7le-=KYq=+bt+a%i_384dO+BC0BJGK?NW4f
z7CW%_Yb%6Ifqy1pjO@a$Fv0Fe)wB8LI3Zue+!Jj~2mx!BFTW2lJC-r>W{$A(K~$tA
zfa0m(6ICekdu6<`n`)UJ8R$HqsW7oqC1RH*{SsL@xdxp~7Y3GCoSF;8kwPu!LXGa7
z+2-5&Bc(+jR(0GOlh^<8n>T>~z35(4225Q0h*g$*ckd<-5__txsv_g&J35XgVb5a6
z=>C;dvt-x3e(sZ2-`ez5dTse(AD@+!jh#Am(qN~op7erZ8c-Aj%3`H#)9}QMY|cP~4OVwMP#T&uE=**w#m8zE@x~y*
z`UJ>>uA(!gUymNsANz*NdlE(7x8PgNq
zqNRYZ)vuWPv7{u0lu4#{?`tqzqmUIHlS=1lf9(XcMHxK0U9$D$6
z(K-c;EzVD8%kTXJ8CCxkbzc*vhhKV8aqjHmREmnq63Ed2(f@>(Nizk2?yV%)N{SUE6BD#o@0XCeWp
zLTV6s8D=OII2;<}hzLu3IqS_{6zU`^D|8jDt5D-RVKWcEee_6-T3<8i*OkGOh@pw@
z6@q=rGD^~3IFO*l6^NVO0IcD)7r>a3|Ja+CvfaiR(H5w%
zHn`7ykennJuTs~{SafJV{k4iFhgJLJ$if&u4EyQfHRGN(nI`&@a}>#}gWH(74K$Pk
zI*0639AvA-hKBb~p6ur*ry*rc&si=|QTIHM%!zT=iZ!DYsHiCkZ9dJJ)Ahj+75jOW
zG&92chwsmvC6l(5r6WDDvKt@kA=HvKMGddo5dCsO|1Lz4>8RyYXU8XAH-)?y+D>XQ
zRH?Ws*yMA4PFj(o?Yai(=#$PxC{)M&tF#(GeJCJmQQnUyfu>czd({Qcr&u9*IG38>
z_H$ViiP3z0{a!`Nm7ljabUDUDhxRybWIXk0(%Tw*bNoNwZ2Im|aY%4*(~I=xRVM~0
zX5VcceB;5(i+{4#o*|8P%#RW0rTg^nA#OinkF=84xf>x?jo^{Fkb|UPizu_hjV@o<
zx33*3vT&|2-Tq{Z3O;VZ9Nimltcv%Dq7p4gDk1UMs7d9Nk`s`$G9AIA$Kysax=4#S
zWiL<9lgEw?3ufKWK5klhc`d~On`QgKc?P4ojqDyI4YMw7Ye@2<I{go_MG*fe`{;Uus6KSooXZ>(b$I^
zwk=uWW-7Vg=R4v9Jb3_i)F>K|;XV4^xX^jV%$c&?y9*L1YRmV+_`}18
z4;PF$#`6%hlaI(5rcIMjG6_^#7R`J(pL~C{Lj0b@4%Ly9j`}-nh;UdXI016wyOnpM
zie1vZ%iOoBZ~ZgMMA`qB%t+al%34~1Br`ov)WeoFU}4u0
zFP=X?B2~zK`!78L8Qk=6K9ZXQ9GXQq|S5xKgBhvf+Gp!%YsQu9uc@UP!fH
z0Cw^nrp=hqQYZ{y7Jarpu55z(U$b)MOp5Jos5gYRin`zl`PRCG+n+ywcE%09AvI8$
zs;}!7>=wjC*%Ks9BoY>BVk6G+1Jq73({p&PyS4O;%*-Bx_HV?d!!~~oNvnV1XE01>
z@s=&OuQ_ggT{`Nry+;pRY|=`;m@CEkCoOdX62?w`~lr;sk-hZ;!N16
zVAed_1Sw?x!gm5^m4ZqyOBm$5u^ujU|4L^M7A}eqOj2!TY&?r-DuOM_fF3diJcZ*5
zx+)rTsGdaOUVnL1Go;hGF;%~R_m-_@rFJGW;Wjca=KLYpp1#Ts@6zf*JiUw7{~S+h
z`@5oIMU+L{qc?M8R9Mg*l+T%x8l*lDsTz+;SE|m!YiU@NBDXn{+nrdMdVArbu$gI@
z|K+we9c$J}Zoaa8>z4SR=DlTP4h|`RyR^k-sQ0q~!tE1!0&MzY4`99TVXQrXRZ~+^
z?!J0e_tnn+^_4zCM_1*
z%gqv}L}a6UNLxL;O*nycBOv_%Q!B2TOqEpSpxbFaIQ1`p8X!fa3D5k_jhLZHdUu8RL{}=V->1md
zgB3jE)YVV&)Dt&-?Fsm$uQ=%FN}m%?{>HPrPb6#`yC{}AX*_S<-lCPd*WXRcZf*Rq
zr*f-xX>*O2@2{ap&zw=2)CNmWL-kup=%>(}2p%>2QpW_fQqC{rG1i-_x4cTec%5tG
zoPB=H0~I%YarZSdGrNyworE+EZ%0V!h7fK!)er;vT2K_XkvxC-vX#X6s+BB$@d3Am
z#hn8g#B}bt^5Q5{1av-0x-+B-_7hIq1+$_{=a1)x{?dM65kj1{d-ramEai|^TJ;Hv
zx;u^PY)`U)vpdzjMJZDNS_-v?K$P(}T{vfm!yZ8CcJI||7qfqo)6&{;kfxIjGZ5Ps
zeMznNwu_K7%PFjcQUI=Rk(pWhFryBn29jwO7X2mnU%&1Hete54B^fex>OiatsozeB
zL2i6o2||Nw@$qR?NE@4*yr5=%Za&Y=MP1SwMUzTK0Qwo#*M9wd=lou9$}X<1emBJj
z!Fmr*@SmibGFZ?%wRLqu(l0q!xLx6UdHIL$-#cUKL*v6&RHU|7(0%dkm_dA5{XFy$
z9P39#z>e)CTJFCXA@HemOvuI_J)AsBK?*@4^o6;SPLs!t(?5ot*I|1>qx^_fw
zC`22YmS7|Mp^Fgj0($olE)VyqgjiQ1qz+)tLJ=Wk8^n?OFJAN%q?EpXGRZ{TH=7L`
zy1}cWOlu*T(Eq7R+AhyT3OdA0k66hY=T{E_j-MAj4nj?$D>Z~i6M8?+IV{rdu&@%B
zLetP}*xqRbtAM7j+F}1(WfBsF7P@Go{7+|r;_QC%^5x5;M~+Cy9ne$kF9Si|$ITOW
zDi0_S?M7?J7+}8sxS(Xt-lFJbQ-#8i8!9>Ywbr&I5z@G@RjX
zKvy}@m(Ki){>bo1=p+4&mHRlXUyt2)f?cCGvnB3jufKmEz(PBcrH*i6q|ZH8)$^>-
z^U2D}N)DE&M^d
z1@r`}DDnuX5BoK1bdgxYrub_HC{Wp8t;t5RrFxY^(~?hVdubvtxls^qyRku<7Cc-<
z#Rs^6e$zf{)~|m`>4&Iuu}at<&c&B6U*_Rg#9x?=Ww=rx(GeA?LOL+IVU%esxX>Hq
zw1{?=q&|AoezJeS&|EjzVk$Ujix+>F`mGy&r}`~*0%aQD)e1suJ~y3%8YE64ku+bh
zdgZh^z)(Hwd+}gyO0c^IP&-&|(tfwf37}a5#Torj^Wag{kx))40+%;)R-hwn_UUS=
z*186=1py=q_=hA4d}11i?&fc=boGbxLSZ&nc{&FHTrJW&gEKBf^boA$9bDYY?Je*5
zf|Bgk2ZYx<0W=>jn77&PwrAZq;OIwYTm9dDL^uyhChFBPcTSgEc|n-}>>q31osgtz
zdT4*}I#L>e9;Er9+YDryRLZlz&-R^@OvRR+mv@o`gFn#>cTl|<6*h>5{FG3+Qck|5
zATBY=Jp(p_7Or=2P-m6nhiAF)WngKu6>fU;aK5W%eea3j)8H#rWb*L{_9*;7$oE&3
zbiT{glDV9R=i&J#3%rY5#$vRu+OZEsPxT^arWHP+<9)=(8>C@}*<9xSK^^s92au`1
z@iv~{o}c^Fym#S_uupNJXBw>4P*{LGeO!5=SbnUU+F=I0yr+V^A#?iCA)&&qWdb@UAT(SFjogW8!R%+S=L0@@&Az`VO8CaCe@wv0(mufkVxmI~V-Z
z=cH_O%=WuLz0_x<&;0?|L2rc7aU4?obKy?4U&|?pJv3p6EVtuu~EZHPMa2%LF#mI8_^)H`3C9^8`
z;FA+E&SKsPTEJoqyIXMC9rGcK!nL9U@npixM+(`3bRzDF7s7j9^uQ|g-pGQ=0xFuch94Gid
z>q+BS9(oo*6QL~%P=}jbUHhcZFJ1?R
zoXUd~Gp!jBU93O;+qdTxL$878MMb7(eZmk$YJ<{+pFKI*cnTQl5y7o_OWqbYZ#m%W
z8^&{jPafsRS=onb^x}a79f409OG|
zgdbXka5!i^0%}b{4(`XPavi*Ou2t)(pm6gBkG2No5GY=)TUfZ&%OukmJlWBN<
z%d3786%-jS;IoR!6>-(U>P|byuYN+y&!{C=<RQWB9}x5x4)*AtAE*eoM?<%
zS7(iT6G{vK0R^AZQ|M~4laqIWpHUz6Cc>`0;*GsdDkuvDNV*PK0obp0lxvn%MC4)NVobAzcR+
zKw<(=oi5E6YUiCVuXX8vmgeq}TJK3bZ#F74gBLEzZx?!SfrJXXJv#DiDOVzAS!
z=SJ@vyHwVBKR^~rnZletImvqgKc#ycNo?65>M(Lw^(J>&p!xVW@*7`+=f
zzg=`X&_W?e)XEzrF}`BlA*s1(3JKw?<;{I7HjUXbaKm2dgDrqzO=`KH%TxFayl5Kv
z6HPF`XzibQ+4v!Cuhfl_gS(ay(@m@xlCpJvu$HWMQ{4#mFn6Yf0RPkvSHBx$*3!~?
z|MTZz3i42-B^zB`_dvl(mJ_(h?@#J@-!nZ@A>_FCyaoVUZgh6u2}Omfj@Y}-9@^k@r`1v5)aAuYt-+bQVoWCL{jD~*w3msb7+Tt&^^O9;$;AGz^f*MS>a
zQ79v`J#FTqt(JE?BBJa}3mFFD9+$+WFq4fOOxADig6Vzio27>brWq(rT$+34D6#~J+j+bk!&>g_Q*^m6PU
zKg5YWhqA>i-f^JZz=1;a2!gbnKrDb35XtK+lG_St`hy44wU&@}jDg0YA+LqfyF4dn
zXWpVOqH@LJ?;k(zggJVThmj1)(ExrD6)l9>BPY@=$$cuf=Kw`iC=?=*mhoLVuQx<36vP|OV(Qp(qF3?n#G19bVdopXxne3B(atRiK4rcHg+kU`WYa{9#`p-_uwUPQ
z6ixY;;mx@|3cA0ls*)j(kDNTIWOOU@PCWIP!Z~B*9^Jcdr(_s9abh197jq7g_bJSn
zF@x>^1({eN&}%nuicTpEhIdbGB%lOf(N;JUF%0W6O)Y?<}&BTPb
zxvi+SfH&L1pU>is%v!2H`ilPO+aL*aB5k*6b7D^D1IoVVk>=x-{4?U4TIq7ND{O53
z-5^oZZfn$}XOVU$wA!5@J}+FnD9>5>uU0g0ja>l9bRYU6rc~F|JdYk160RpLVHBKk
z83yy_NhDOHXHnCLK1E?q@bdED3e?7;uZv3LFcaT~Xlcnw#(>Hw`RkqAn4O#3F1^&k
z?eV82(hEjsx`~qnj>ny7O=(>F_pkh@QJsk|+{s;d0`AB%yV$06UyAD-(^2cSCXqHv
za8~@58-19HNM2pN9|eE_*mk#!pe__WFHW?<0zz~sS%`#byG_Jo$+c_Ogd&+ByaQ}u
zg{<9*6)h;O5Jz{aTQ{LU>FxvM^Auq77B1Y&@c;wtk>>$7=lM*}$!g@~9B0af_ezrAD9U7?V$74J4d
zE%o>Lxk=1-Y^wUa0P(m)!av$ek}XMb>_rsjLc5LnnO(kq{c4Xelatg2Bauwo)3MJOh>yNG)n8{<
zGebo5rvz$y^%r5|%93b5HqGD1C-b=PS4I6MYYN!t=GIOE=xL&)g$CWz%gYJ=8LOb~
zpRJ@N8bnAfKEStte9R*Hi{?cerZ$NtQjngbCr<2z+hWJ(Kx@y6Hq1@hPYt{R`T0po
zBQk=vsQ-neT_j54GMS68B5u)(jG1!=g*rC|R~N<#*F&QCzNDlLQH{p-q}+_sZqtKF
zYj%f+mrhYLAQT~jZy{l*-XSCy5(&rXIUT;juMi|Ju`RM=$Bw(t>p80NZePmEkQxo3
z#bG<`B7{bUH*Dwd4rOe>jc9btq?^deeUJwr_U@pPNUb(RTYC`r2%RUm#+i)Q>W*NY
zgY@y+>j->BGNtMgy~_|~G{OBMsT8XBoE+2Ns&#H>^9sHLaSEn`VtNmB37E3gG%9_>
zjLmUw8-}urrC(aK)1;9Lerqnc=sRUXtkdG-!&@Ivx^d=t$Aj|}UL5>3OCZjC-TtS2lIO`GUKzm;B7loxHNSC|mAU
z>M0L*vvo_$w*4r*$jweo=pz}kmPz$1hKwD{033bPEXt!s8CzKeI=;CzG$bn=svtJz
za&)wTW4tBmilYh)cr+;~DXFaUEI^6=#xb5@JGSwKtc2IB+R4Yv_w4BX{(g%nv+Fa+
z@mFuGF7eHN{P?k5=AxYensS<(<^j#F-LN5-q5wE`MEJ`!e>`>d^^ZMWz1YAYYeRkG
z_M!)$D(o4Kx_YoeQjyx3rxyVOzH!GGpJwFgnOIjt9&G64bvMD`^7->KWPE0Wyyg;M
znTYcHZ}mEjpoOYSZyTfFlxmMQ5ED3g)=v@!cYiZ;Uml3-e~e~%&xr;_v>Ki
z{m{Lw@|}l4q@KI(5sZBg9eQkYonK0mCodsju3f+0WX_zufeXWfwLEOvnvm={tIO%l
zpZ|(vx0;1E32z-^LyRpg3+-B%>ggS1bi%8Gg0*eUHs4t~=ujGl+Pd|Q!YTcht@LH?
zC64XbHL7LHpRTn3=a+95TjjY9Jp+TuDv9*qeofo4NM-o&IqaP>^c!m{)J#MxnPjJ@iD{CtBH$7Zeswq;)0i;>9arVJV%j
z$aUSvQnubbdYpUqY#~^k9`@?wcFz?}}|#-@AMve;4z+nfWx54~S3j|9$zJGF8&D=p{fy
z{<&o)n19}qr!6GEHvD@OycFM~>-vbo`ge)uAQ57=AQoKgoWLHli6zCw_V65^ohF@G
zz_~YGwk#Og!3OO`UE3#a)(q0q)g7yLW0#wJ!=fEEytFj=!;!a+&3&u~wjV&~;eKWV
zy&GFwM?=t>kCKVq0%19m$x>rW^-N7qkR@KEF4PTiG=1w>vm`?4Uffo>DVv%$j0ygL
zAb3I7eKSF&PET>WDyzOAP<;^wN;bV@_Ut|A>`W{zBR+p#UFWHNcUz+cG4~~+S=%^^
z*ZKJ)qjMvWB0qMFkGOt)5qD)$n(~w>mXtb+c-IRC4^}%nSK8fCh6hlhDI251${84*
zGkI4!9t6PD8u(aQO)VD@d~?NQMMcG=zav^nhJ4@X-+Ffo&iL=&n}W2xEbiXD%kWyU
zN!fVm(kO;xe4!P=BF6RrTR@LXrIq>D_pW$c;+$UMtozq&;u$`5uon0K;ehw}y&%sWU
z{w~|$p`89E&QIB=$fu&S8m4p5*VjZ}-{*ospT*$80T<_=vN3%@7NQ4SWN~*(9I}9`
zKYloxN0}m#SqxIXXvva*x^2h?#|FG;w{vztW*B|tp4H=9t1UgQ{o`iChvarsJ!=hV
z2QFIr*@LbJ>t8Ao$(Y;bhu*6uOLj-%5g9C|hXB=(wtIy&?(VhwLUO!Sj&%IJc#XZi
z;rjJaU~*x=ON}qGx;E&FZJ~aCU1?*sXJ^-Hm#@(k^^H<98JP@D%@}p{ON=AAoRnnE
z*pabW>v!$iRd9XfzP0Pty?*&J6zNgijT`pwCIV6uwpPD=VXi+y6iH_LfhI5#}SYqqSsVyY6$3*Nw_SN6q}>DW&UZO
zvhn**T`r{9WK#fcqGfG-qEz9|+tJBmCTM9nOnTN_dFn^a>91^yEIQngO-qtPYqup8
zMP{^=NIo3+w{9`?;o(2w;>&&izT}?_^-WvMZ~WJO4cn6bU;dMKtD|PWAIs0K727=|
Oy0aI~x;kU|&i?_oenEu*

literal 49597
zcmeFZ2UL|=w653W6w6QABbE$%rCK
zR3w8WMRJg+#5cE9)qU@Hn3k2BD2p`}nL
z4Du&r&QU1KQz(>WYBVeHj?EADE%;-(?J@cDGEJ==)&BfV$`t4;WclaT9pmdK&%(h_ZHKpc)6(+~nx$o{T
z+hIPpd#C?fLye5oa~E50480ALJ6!qXhOCRe<|-!73@*4x
zcC4}xpLQwYm)a=1PUfGN>B*>pWw-x%?Jc4B{`3EJTc~+C|9+h_qfhzg{S%1-#s9p|
znfd64$O@
zSJCn*mz9;3;`9%k%QUKZB<$j5@5JWSNT)VDJlxgUc}9=j{;*PPXQ%EF*J*nE?yUVD
z9H;(e>|YVq9@v^~W$^9&z0Kk-2NMz#RkZwCHXm`?9~K_IsYT4LZ%pn!k5Bhj)}pi*
zRLb_(U;0evUFljjIXM|8G!j~yq9=WqMR4W1b?azoX^&lB$#7n4{knB$gZ>0#lw(6f
zqQ+TG&AX`vWpTM1GY>e8>E7Kce7fG~)!l<9TsK?|dH7KI-u;Uk=I7^A><2HHf6Wa_
zUw7wrU*bDenme~|$GsXFJRZ!ibuBr0-#~r*Dh39IZDJ1elr!q;K2@Q@&!umz*}s3k
zS7D(09Bqst_m$GLAZY`y6+H6V5T_^RpY
z>0jR;DqZQVX7w(toqCp*mbR9S&F>MP#xW%&MtrK4W&T8yfmPIw+%?W}UrBOdk}@fudE6Yx}KE8Z*FeB-}c9;
z?>#+xhCL^KD4q%z-E?n@&^3%#WmQ$zw{O=cC+)loot>T4(hOItXPU0y;^Nx8WlNO&
z!=0NC+i;%_7hOS7%ecI5i;(GZN>i3aXq$LPmW4)+y+UN^U}JKH$I25$<%K@4%o!47
zeVGuNolU6*x9{A!8XwPtVfDog>o+7^OuN+g!Jn(Iy+Dkffk97S{~E%i`}6bT$?jT|
z;xAt|Fl;$ki~y<-KaR|1|DHvS#I0RV`6j!8y48xIhe~nOpF_=pn^{<>DDVAPeIGyG
z+|<(2eVtLli-V@A$W!v=sVCR!>dp@}rAi;F?s|L6=uPcYsq4B%M&8HovvnmGEtb4g
z3{APxb?jnCSlBivS6AF9^>Ax;*}FR%&LYU(-eNSE?E5U@I1*NCZ&~~0OR7!J$=7*#
z2IJp9zIGViGCkaSi%r~xgNy6Adb%7f9UZQo@kLC`+va8#gEBu^2ZuwCcrRWKUIYQ;4*jI*<|x9{ISe&x#k_3PJTWQBt=lMQ`nL
zDqQoe@Niagu_j-3zAG)=E+n)GkwaUyG?ZTRATaQT)b*9mlp-Z=`})3}|2=W`%o)mt
z4I3&WCE2BK(qD~<+2t|YzstPs^|~E9cA&hx8dJ|7n(Y7LG}*U~mX;QSw*rx^cJbn#
z$xs1L~rf*=-lT;snDpG=V&z?PFQ&Zkp
zR%_TL?%EGFY~QhCMQm*Br-p_{Q{wgm8(n5b?hOr@PY$;-;|9vG2CX}bsqFe|S9G|~
zu(rF7ic|I(D^KBLEV?U>j>kI+-JiwA-q|W_$+2h8>aV%>*L{8I^7Hc_gogTJ8Yin$rSyL4wykN1rm%M-Nn
zm}W*h$`B!)y}h@ns8@DAzb{ep^IO?ER@QsB7}+@`B(yEV;xvQPL>))&juy_XQBBqk
z@^&I=nZX}J6~`?osJwBx6#kj7@mzeK;@(>w9>qbUKQ}#G8lx0h-V!O{zBe~F*XJ6?
zZ867@z)VI~(evcn6E%{X-n;x7d)7Adt?WMY3aPcKiRwEVwa=X4K#Zvdp5WG(le?K9
zE+BCB!XVc4_vz*|Bj4RL*F=oU1LL&3mPT;|@-ti}e`CaxCwoFdLdaPb7Z-&tEUD_a
zt3=O6MMcR-t$o*15v&^LX>Fa_gkU|pcDeQ2n+$2wI-UzExRQ+Y^bMo!1w3Y+i}N`m
zS2~Z9FW_8h)A{*FK4UG_)zxi8UFz{m)i0&RhpCRE?KZ=;gWa8-9PPRG3JnntA996Y
z5?owdqH=O_oVrR@G-s8R97{zih|0>!a>C(Hh8q|fz8G?Ov`~w~NzV3hr9ORnR4)=&
z?{nzTp{S&!B&Q#hEU7PE$T)=KviI7zrS)Fc)7!3HT2^5n}u2Ta$
zXs>b1I7Y=aMkioRVh98d97v0cQIwH+VdLig04pYB%fZWD4<4-bcIf93)zj0n@jX1)
z->+Bdvx(wmRrp&@Ptqt|?UbUTk*CM6vF#2+O;^{jigu>gNIV>jNld(lqu!3X9WLg$
z_wJWy1!ixd`^%OsBguTjuG8o3LVA4e-bJZec_B%2Pot%k)&1h)quz_j%AR=+!((q&
zv7e7Ej8{!wb~KvVD)NZ)0gvB3%*$7<>_(ml%2XKbB}+b8Tl``kIYhEH!yOq;N6By9
z-4DXU8FX}XoSd9Kuo@scr=+L9t&vV@SJh;~#fj
zZpnx>*9aH2?;ITTMM2YiedXD?-lkV)xo+IL^{qBq;X_SL84~Kcty}3_U0pGpE2yZb
zXy+b>gmCWMxw5ph6ltLpm-Mq@UlGY|i2md{>xz&=7F$rJ3_Iwqd8x!-KneL!&_4a`
zzGOFWz^}8_oXpWTK#J7`u^X6BRY(7!9
zk?%f+$8gXfEm2eEfA>bFO%G@@cP=gR8yXuo^f?2))UPZ&c0xwxyrM;Gmdfmw)>!2j
z3^*0)zqbX+Ei#-^Wc^j)3Q0Z^br_-{W98yf^7gItcBjME-8alF_827>ZDMAorc_5t
zCZ|-@*Q-2JR94=AY;@eg!NI#X_LR0ZTasqZG7Sw45fPEy=2!`N$65#LMt}Uc(6eQ<
zqlodS#B$!6-bhcsSFd){Z#j5k+UIc{u7!i!`U6($kR4bYo5+a$WtdGaiE+urEK?N9^9@Xhp&7})DUi-5fv5P
zEa4_1YCmuTnS@M(?T<<+fRgXi6JujXFJIpMqbBk`f>7k}VZDhTRY9UZDgwo~u357N
zpz3|5S>xERp9X*flzxmi%P7S=fEH#A<C|u3PLWE>oreiJLUC%&Eq@nOl&`o?ohoplDa>F4JBv
z)l(I+emNCNo66;VVsqbnTuz=mxmQG?$Hvx{ih^lS&DCnobPk`b$ZOc-pCmmQ*L+Ao
zKtL@;mkL+7Zo`J>DOxT`MwjG*j7&`aRF+-4R$-Kb26P
zM)`T`MMZ5W81SN~vpVeXhUn<%lSLSnz(UdUUtVOk6}YPQI~YY~%!p2@_A*=A+S*cf
z&nUNfF-I=;jgB%RH@Yn?%zUb^=gS@ePvBwwhNxP*T&h87R>`RG>5xeIGCGw2?d17+
zH*X8T(9J@o$g*B{?yNp0Ep6Rj8*R!O6Lm?h+5QNizjsZ=wH0)R2Aj8TH2@TS?Xe)r
zuTyvz8Id4UX(y-G=2WxUTJ}l4fs>=xyuD=;8%|+OZuk=)_4}EbnF9j@36!L5#h?S9
z(c-P>xq*R!l8OpC&!<#xUcE{ca?s>jsIXOe
zL&#o*=9sm}x~Ufit=e7-c#Z2M=h^kIU&+Wu4{$&K>)ZXFYI+-M>#MtcPS*5~7A?I8
z*#MQ|pxY5WgNQl%Y-ysm#y=onnbg{H_m$^+W;#4qQKBPH3jj#9eoq)gZwl|4~s;90D_U?b^k&
z;H@Tl{rGH)a)Ha#e&fo`z@rA3iL}P6<+(OJw4fBGLz;WLM@R41)}8~YIX)s(P+57(
zyeUQMS<#20%dtY+#Ow%+V>f~S}qf*3?H(0Nqqhx(;%KY1Fq7{P63uZ5#J9n){
zVvas)clp;EfY%BpiQt>Z&H-mhgYddc4_)jp?J+y&;*xtz!^C6{xR+mt#~cF_6H{Mn
zc5>Ua``k3iFC;@CT0Y0C?pwZMMHjBbU#rySZk$3OkM}a_({rq{Ag9gxtf|1&9
z^Zmr#EkY+7B=_%Miwt`0)~!`TLqlg`PP2v`abADt&K*o?8CZ;w``fo~t$&Xj@oK(a
zi@W4Ia^%RFA`kbrTzk6Sn#kiWE}{;@Eh}7I=Y%~X(v7Q1u2Qc`vFea`{rdG&AgB)?
zKfb|qk_4T@vM=sc$D21)pk&9?)wjr;4RmF&?ke$q?J~7jQ&aOnK)|)Yz>VGumnt7q
zfv?z&w6RD@NvY-7>;P5s2FsBKRV2_h$F}zq%4B7PxJH%^A}kdY`|f6eWnc3g%WkjZ
z(ls!+{&1I4H_FXTz*pMhMZq@^9RwB+|=m-Mskt$t?tHTSlk-_63p
z!URuD?oP#!S^VjlG>?`v-s~J2qDPfPso>ncoyv3Z
z_b!rVH*Vw}i~({7#D9)d-Pchh+4lA8XYj|q{{Akk2@&h=t-*o&1_lTt2haBo
z4c!_dWOftOv3qf04%|grUjB}`A}{4rW8?9d)8QDFWs;JTBBG**C2AC&%eZ6jshOeX
z4gLN72)KQ@4#Tt-78W96Vg|)tR6&I+lb^>m%AVXP3yS~D`rG@=@rkQgUGMJz&!6A%
z~pz0etv#Y7@f-~pIMe)
z)x#t`3x8qtcrQYn(MM|Q8yVr>!oqT=rKKe*JUqN9{gRS3Do8ijj*&ayr7Vy+vUs$8
zOKYnyYHj^%+I>en=GDRu+rGSPWVBGN@r(E@W6)SwFY5sD}v{+85EWH-15erQ6XgUQLqJ4CZE|dE?bd^rIZVyWe8D92i#!(IVTgI|&LK(r
zQm{e{
z)_LM>pn02sSyygpFMja|sGo_#-yuSRlt$R+P7FdcSMvWej6
zwOjM@UgXV{3|s12tj)HL_U83~a)1szT#z_9%0{mE#Zp&ozOyaTF}`x|-aWG^r%B_V
z9)+$>N*#RpkydgL562^Vr8-Wsi{@r-SiV{O;I*4cD?>6ZFYuI6dtJM35`Im_vO>d|&R*H*{{V|yHsV`+hO|Ggy6sR@BU+Dzb{>an?$I1|2n^;fye5qe5_iuY
z^C;9fCH6QDUyz3mOsUU!)Xt}(wXB|_T`6in?~nfc=SoZ!mFri0DryD%_Qx6>IB@&+
zcR<+U&!5lM8~yh%JpW_7r{ao@4diSYnUh+%c6YY_2|fQ1T`$?aT;a}{24!oYrD~Se
zuU%JgWpUp5*YDrf4!cQg`ftJc_BQ@CC9iVn|3n%Vm9pl$@PB$9{{y`cN$&@B>L_bI
zzP>72aybwPbRk3x9BAJoFE2kfJuP?Q1kJHy$Ife=j^;3G+^`B
zY1`TP6#OmA5Jj43`&?fm(T;Ph)z41i
zp4nxkOC0}kDGzN48~&cUCVBy>wR^*?(H2nUDmyD=@
zefo6f#dFa?s_7tUm6esIIa~f-0o`x=wkp(8(g{`@*%0>|#%G?0N#-nT`Dh7M7J0t9Jjzo4KrfN!c@|G6BG^>>y-
zc{y43c)#8Wk0N+Gjqy44@%83klJt$~XMrNiS
z1YL~dH$e3ZeR-EZb3z3tjRKSof*XjE4^{~rM+*pdPJN={h`9K=wQDJqv6-3R_?#hU
zdG7VzX8Z+*P{*W?9;HCOp}4!dLki)5Oj+#fddRGS7Yp+k6nZ|5tam_^6^Xk*oN?9r
z4;{J*OQrM+feO;MA`ouvg~!2bk`LaAsLQ!EG;r~$=xmP`~2K`s7U}QfkGkT
zGy;tC;KB2j1qrDA5Oqo_E9p_BWB}c-Kmc?5S;|bLUcf+ldV0f!FJHcVMl#0iKgYch
z7C$~QVLj4z7(dltod0bjq>?eM+-!mC`cPF>il!1F;{=*#0SP3P2q=Y#Tm{bT{`hbg
zaITau6CYW2sLs^Z*4836-)Vr*Huy<~G8cpr|!xl_$7Adiao-~z;{f-EMEefdzQ;6n
zs4_aOcSn7Jt7B7ZYsIpJ^1=gqd^iDCZ|zcw&_y7F_y(G5n49y;`E9#H`WU#ab2Nnz
z=pRHxkp4}1%lo@5*P)9*k=MihZDMl;<6kR#mPz;CR^g;`LJHv+Uv~G&bqF3q3j{#P
zYwK@BnjZO@$0a1B!t~-Es~8i|)mxuUJSmXeny5KXxKpexD3Uy+zoaDbdpQ6YB8IJp
zD3rp*S+krmTBmi@8R#HcMq+8PK}>%O?QdfV59M-GN|#x0tFkY4E|)rr%pE;v
zW@cu9)qBO>URGC^1I^ay(T@8#XvLI*g2Hti2F-||o5!&{UwbY|kRB}hO@xh7#?V|S
zXkT6b6md;O$uB4fvYZ(oKW1vW_rQSzgg@nMO}Fg-#|vOluFV6$xRQc3*mxz{CoC-N
zOtz&~&Y?Rp*KoRTpsHYms!e5(pZPT_K+c~CUebkf9lB>G4e+`Xw;`l1_6L6X=b{cy
zGTGYM$$(P$KYDZ%ji0CJDbTvJNx0oc(=OUKN@4XiFT_~!yLZbEA3jXczOj4YSnj8M
z5VqRkS_hM1BbKdOc`{5)3x9o94JuB_E!Wtkpsbu;Vo?(*8SK7~p=G3_=su<=*fqhY
zffKkCFPG4tn~p_gqn)(5wzd{mcQyS|jsEZP9$NRickk+&n)={v8=@0|BT{!REsKP3
zav|3*O;6!s`LgJN2P?&axX$J-Kn${3XcwxTfLh|*Z?!l(Ax8?}})_pmLYl$vqxR3y#e*NV_)*
z3dGm29l4Dk?V0p+Hoky`Z9Uu~G!G5NW>_JZzZ6h@)3oqE`a*5*U{}{wv=BMbVndJT
zVQZG-sP>DOFUie9)=-EpOQ1#Np{T^?ysU!!hVX;oKc&+?zSaAem
z#EYFWXJt?uaw2Pm4L_{K%44FeMOK6a-wAzO1{y7e0<8ZABDjG4!1+^;_fsKnV_@9a
z&`@@s`0)nS6|C|)ZY1J}^EKrB?S~Ju;C^J?+>TI=Dk#ta(@Q~j7I2xoOw@QFcNr-u
zDk#?Xbv%BrfFPfiD={}D$j!}NjPwsii!A?!&1%~
zM6(C={q*UR*Zup9>R1XRQ_WcxThY&60q##yJ;vg-(@)Md+e9eR($eM~g#|5*iz?v!
z&thV3p;glb$s)~roSK??lSFgs%l!FmPux#_HkF_
zhpABTEZth|nyc@>B~nw(u|tiD6l?s;$0Q7Dd#
zKsxu(Bf60Fyq`VWPE^Gm3XeWaO-)a~Cz=kCbz3s&z*76_pwJIuw
zSK`XAF}-*1-ccy#78X48DKIWv>3+AGS1WhpaldVEKvEgeu_B%dIwoGP=g*&)2*tQ#K$DDw7=6uoEx&W`Mc;p_t#ui;hSBu0NR7z(;q&Zkdc$yn;~r3wi!h7yy&Bt
zm`gd0Z$EyFtrbiJm|nYneUx2jL4kWv(qRg?;41go$=KS|y`pl)#>P3V%Wl=odOOgV=v+it&mC)4)Yni^94eqrI`=m_pdUd8l3gJ~n#o?dFLsZpeAtm)(F
z+|AngELPpkPG8#Jhx{45#o^7m{w;g=?2+;~E0Ix|@ig(dM|v179j*V;{-XEBxB0a5
zHv>him0bt))YqK83y_o;Rk(NUGN^qaPf*wCFp;xdWy-7KXx4Am{%djy+{sbDGA=+b=!^7ydUpL-Bx%8`XU56-%~?14FEUQE!tE^(Mw;;&Yt{B2>Gn6CDROz1NEK>lBAG>(4D1%=#LADvg#A*#neI5IvTFyemDI6*C7hLA!q91
zVw}*nLd%A9;S)5n*HHEwyr*wo#1YaYYeIz?fjaxzas(mP5x)oshCXHu!m~`y)pr>t
zUx>yI|A#JgVp7@QEAV3O3V}5S#L;L0#yTE%kDdY#5%*a;QUeN`ky;7`UBFV%&V>C9xQ9!iYR@`sHH
zov$chrPua@OcHQ*Ob*l!2F*ZO$E$7w)XPl@ii#^Jpoh;-&H=`5=jEk`Ed*UR$usaJ
zpmBG68-~Q=SJx^+e;*55X?uT5&@R{l8GrL3^UWx!TxOACj{GgzRyxrkS?0~l0RF?o
zU718h$CKS95Y!aiOP6k8=24f9ar*0`cXG1K2XycH_3N6UyM4g=%dh|lf_j~kvuDV0
zcGASq(6G3=`gGD)lrtvXAjir9)WNp|yAuRlD!y4je>tHPm?Aw8?c{9+Xs3#JE*_DX
zACpGsLq6$ief=g-oxU$IjOY+y#EF~2ZK__C#0BcxKH&y{5efwkhu};A!R;vI01~o<
zbG_Qh5Ja*!1p1uR#hIcdJtXm_T>E&*G}`
zTF^J~K{t};uJj*fZM6zL<`??eRvjxT$eF4pMTr{O%P6n|?4wJj97SIReaxH4KEfSt
z6Xn)u&EV`;;a)4xY;A4jxxtdmNwW-^THs1nly;RZ3KuVLr@5B!5{p^B-vdo5+OB$B
ze9OU$PAl?X+1AIYAWqZf&ilhTLNo}(8d~5vZCOM&Lc$Xqre~(N!DUuJHC`iSZ7mS>{JGxc%eRrOK2D)F
zh=adBxBJUhe9jZ(bMg`R9J<{P5{J(}dj6b?BokDr{QM(1s%horAhj470I>LjyWw$k
z4Km##XiQ%?KdylExeR<-0KO{xtCQbwV)I1xOxmA6f1=SBr@3|+Wodrme(geF
zRk_QTK&@S?R;|LEd_w_qn*Wu0Ojo%9E0WkB3E4*ap=~WFC?I+oLis}r9BTAv29xeR
zdW-(U%&@Sb-3!Jb)gUY>$$qIi>?*QB+tACjfx6i1=x6g}U=H85wdJ?9pa+8jm;A{R
zv43`>Ka4@BXSl#PpvLWo4qfOMHU4)*dKtwDG^!z4=RPsTq4QUQvhsbJZ*CirB~joJ
z=d6Je6KFiD(#-$K1bxHB6yFo2XyBr?xuPxKIsN3EJac|lMh35A8`vi2u3a&06a`Va
zW}$oKrk|cl1(~YnIq(rkj}?llLDB|1ZbWQ^i|HPcnW`zs_%^$~PgEB#UhHd1<=T1b
zF$GP^%ciEBVq#lS(Dyk~jm9--ZrGda0knG5($dnKsv&+PdNK@+m+viQ_u20+&G$;e
z6Ul(r&Ic9cB+>@`MaZUqA_d+FLJN0lc^i?jjw3@sSh
zC1m8~iS>aep$ifl5y%io&=jnJ@iR~_pUd5Yv0(+)2!{_RzSk3RJ;Wp85BxgeKDOx?
z=cd7yOdiT^x7xP&6PJYKb)?*$WE4a-E7e+{W~k&YV702m$s?(uUV$JNV@L@xpl3O-
z9N=39Fo9>`<83U@dqZDXzSPzdbq8@`fE-{m$ht?l{n%hoEGq@2I4Nbgr?bx}IoBgO
zl)Jq@;4Hz?9cs;1
z>gUlk3S#g=Tbsits#b}1er~kL8bUGbQRhV_%HYvf3_17)zzzLD74Kn{g^eX?Xj|?F
zJ05B;*a~&>H7pGnlwGY!$VCVD`!_IBu(Fk#h`+FbVBBwyyU{Rigtir?Se|Vf
z&GxxyrCYYWrb0WOc9e>8(5!(TIE%H^8qwg!r?!WG|wDh$3z%u?RN$rDF5kP+}Vg*I|d
z0KOX1Uce$E?eEhOM`ANNo=M;Ogo@TY1A`pJ3l58J=(cIoP=Va0n=b)%1KGIs{9IUA
zAkO5&wm&{3@&%&5s$rLRfS6w9e_4A^qi=A;Ws>F^$A^Yv%d~k1JVx8aH*Vaxdx%Tx
zzQUHa6X6o>>U#bYnx3$Hj++)%5eTy3+tHv)ycFssxWLA*F^Bm
z)xA^wTw8lBGLoH5(&H}CP%ZK>}0=c!>lN34;AHC=XJ)w>TPaBe3=`DC#^?(6?CssNX#3j8|&)e
zmH)Lj-oXwu^x?F5j!MyoC5$3Oq;~=$QOeaaO*g$%iu40JJ7`k7Jb0hZ
zdvu;}>%G0H2T@g}@I7(nqnAM}B3K!u)v$IsoR@0=i~t>_0kt25h0zNO3xid3K@cWp
zIMS8{n0zGW@Sk`s&d1Jz4G}y$Hg+XU#ClmoLMRIA9Wz7>55UvMcdw5d4W`NWAI*xtLl|w5W0BOdn*pb^nS0MRsOf
zu6?l@@Z|c^!l>sJ2Z#5N)P4f{=_6`RMqbC_>H;!U%eEvA_Abb4@F8#=I>ZFKNb=+a
z{9t$uctag1C|TCyYag$!*q9099r3l`N>7|RC4=4?@u^!{lARuv0Q(>pHghN$&!B_R
zFftPCM>eGZWOTw?RR(}yNN1w3N2BHysxfJTfTZ0(Vl_Y_xpL)7F-&XwF=i*1N>CK<
zZ{oSY0o;XB2ouV6NI+YJE$?EzR~X-wuY!plD($buxlwDZ$G}IA^da(Z-mgnRp@U)U
z8Z0?PD+I&3+@60JQ0NA@&29$%q_bl+;Ni9jRHdtKr
zpzo5eH6&@#p`4RF6p&@*P@RKDV&da{(evmmT3Xn*TjYw7rh?5~r|z6KN!7
zS#|h9v%E+nXH`_bNYCZ60lhN+fQV)8Jnnsc19jyB%scts4d=K1a_MZ$v^hfA?R3Fw
z*U}Lw)y5>7=x01}qvays_YND$tITFb)fa_U8EaMQ8fyQ%
zm62a%!~VTnZ$LWXaY1+ZqSdzc8b`XNts`H{SRmMtM9@&3*e07@e-(~v;`jJNi-qqZ
zhJ|ka1-xZs-YIS8=8Su(nwa-bANV?a8fS%IFNu2b;(NHZg4ZA1bb@t%@n1*4fB&<6
zes!lHL;a|Havi=LvUdm`?Go$>+M8*G{6>f;WJaZq4FDs#4+VJ^5!n!Y{=_pHf$OWA%m<>_NH<5P_iZ
z!tJ8!-U8uKeXWCfLPS242sEekd&+}eJC3q}PX7cit(euyu~`A~gzYQD8;7ta+#Orw
zI5;?t>a{^9s0NVI+UEDpz3%$4~
zkTz^ji`)OMCC_mmS{o@)>FHTTH&Vv1P$5*VhUFjbHjo~5b<$73+RQQUV3hbpOqDWF
zE=V^KIgpyN_`8>#a8dM%h~bIy=L_gN5f?g1LF-owp80!vT+%n|#`-vi~{Fv{?g(c{8g*qO?Va^y#jp$VxJn4gmV@|
zwi{?Fjl#pvzXpw+G8nYJ&w8NONp|hwjyk)#ezx?wgPAt6UBCV6<=7?Il>j$p^}M3x
z&}U!(7r<;+WICd1QXcsGpSAR|2knL5Wp@U7Pse>~6TepO4REVRu0!a^P@LAe1hFdX
z=&)l|@?=Leu1ZH-^Pq?fo?
z(4_#Hq*#6xg-UaR>9l-V0!+%81F`hj)ufqgw;FrQl7-f+JF6&&eSA>6|MnC`E#0Sj
zw8a_rBP^dyE%tVHhOHIKD7(Y%gtCIIaFM+@it&xHt0*X}YoJT#WI5e=tige&F=jj;q_DF?`S9@V0_RWlB0ZH9U9~MUU!@H;Tp%u-IJcE-o25n
zn>KkP%Xg!s!H%3#D-dmFppwb*4o(0ZV5
z&+VvJDOPClc76ZO-N?qwd<$lBJsh?Pme-uA@4dY|Zk(z{f44m#3GczG`!Lq^_AH#Z
z$%V5g8!kXC13yA?m!DpJgV>_beHfenZJXmx6gm{qiWasbPF~`!)1($d@ed%LVT11<
z{KqCIWgr9QOrd8(8buhsv_oe%rea$qc<0-%Ukl`_L;vI;m?SwhsTJ-)JRzNIg2}Mt
zZef8KfJPIO6O;j?g&)=7zDU_bMMYYsXfIbo4!TxUB)K>{xDTO?=FPIG-NgQoH41ma
z{>z^@$nM3hhv?C*dldf+{b_hOg($`4<+P-rVVcfpYSKe?-6nE{2vAKqw!2U`z2lGl
zJx5CpBnzRurveeU%?)RNsIHd7CH+Jb=P4wqG>K~*yKfwai3BYBvAF9Yf?~0M;7wH(
z17Jq*+>0Vu5#hSre2t^?p^}9ER_V3NA;EuG#!I20qq`1UJLINoFezYb#CB29Ezlj^
zq*edQ%xFEZQS%Btht!5lNitl|^qsqR14I3H7(uXu(y#^XPWzlWh}2OafVERJ*SruZ
z`Xg;QLG8Ex8QGoI41Z}1h?xJg!TW!9GpBC}``7f;gQnVxix{bG)&{LR!V$49Yn21%
z%Fx>OQxmrfL!3*vZ4HJF@T4EjIO2#Mms)=Rcme7T?z45>y)NT~Y=!hA{T~iyFNTZj
zjy&LuqDlKGb+~H(+k_cLotHb;`0TILpLcuxT6e_0V{kFCH^SNY$6P`t+ioE$COmk6
z61}r{8UA=$w_J_fLWqYNmN|DXSOSR)TN
zc{!emPc!hQ@YdQ`+nA{X9Racm0o)TEVUZ3&Qxod;!vQUId!&%@o=jU9Rv%`$+`1$ti=Z@(U~;Wn(Xg#hArn96#rk{s5q_kyAKS
zetdfNL@tCh{Rzt08!{bUOlNd-B4sO>qRk?c`dbpse5=wMmzKV$Gga$6_Eu(oiOzVv
zDdp)fnWUq11Fx;i?3xpXBc7bc&%7@-wHQ%8z0bKLMyBe2$^2gUSXW=)laO9reyG*_
zAxgU;_8U9HgVXV)>GwqMB_!@WZoeZq9-8pv*!5hccZ>B=
z$HItX^QB1l3x|_n7lgn3qq35C5Gr&ujB7bRLd?=&zUfi&oK<#cHVS@OxMAn14~g0B
zA=pDE2Jh3!=yMk>6n8~9>8}wRN-?&88%;Zpn#8};{pD&q#@}sF`i`ltG78puBv^Aq
zQ2qe6uVAOjJ_u~(2KU9Y%2NT|Dq$iJg!Hz}ee$z>z&AfJe$f0Xw8bJL7bjyB-HYbF
zj{YcBSXmS!hwOr2lYdSH$Zzey|8qbgOc1q{!?%9rhT7g$$db1xyo_
zsJepA=hQ0tjWI1^G4Cw1*;S3p)l$YdCIMw7(v#s}Zj|FOti|<{nAe?!d-6yG>p|lE{
z8u6L$K0HYuz{YI*p56LUI5(p4ZGj}1eD;y6Dx47P_giTNI&!2fYDxhTRStJyfn
zJvo28JV?8N1_v5#EI)l0Ci#=oFg9F>yFK-0$BiAeAgw{#1H!mn?u!;`8HWrS>#|xc
zL%E$Ns)QSxCCD9Jko8jGbREuA#mGH^WOdNY6HxgfH{g#>PZN9wm&yb8?D5g}PTgvi
zZ#_FboL4;%CgJW9VCc)2rFLnK%#Ye8stb3v*;Wc%%rd{2RJ1tzG7HQH)aDRk@pQ6w
zK>#;QhaVvzL}GuRu|bE^w|i~Qz2S-$=rmNoG8w_;C&GybHK=`a0jJGA)(V}$=G#4C
zW6VV51r3YL_kW#7nT$T3oKc=y#ukb_z+#wRMSwLy2$Yp!hXt{sECz%TS?~}`2pU&@
zfSob&dpN}m>-lg`pz=6&^}qakQJvc;%b!11VmxtVs!lm)ZY1v^_rAhk`e@)pT6xa3
z%C{eWI0zG_Qo!A9hYtW#)ljY4_5f0YF_w7FNbX>o;m3gav0IXw?2M~F9mB@DG
z_@9>|86-|J@S`d*_)_8x-`{7Cw5<^rMjy!5)YLSsH^TJ?=BNrm)mj&GF80N_*n?Z4
zY~{5%cDS<~wlPe~9f;$-n8r=+6HZW^I?|Xx`H+cfv1Ah+d7F0U-sp3&-|_4VOWKq*
z62Ce%F@L{5-}eZF$bVi{^-|HobVYXIRARk$HBF!fTJ{l-XJwf7X|=UPXT0X$YX9+R
z!OGRCSgzE&iuXQ&jt!wvfCb~VcMg-5)y#6Sf@}*HZo49F`MT?7eYG{VFZben9*yd!
zMY?W;T`5^Ts(mm;ip)2T8@A@F*b9T0tgSy03cCe}lY>Mhh${Q(1hJA<*lW}V+b`qh(-}8a%ekH6_Vd0MLIYE0#
z4r&@(ozhUOvp60c=GgB1yL6w2Kf-4yyTjw~bdy0kra2}zS5)>aI^#R>=mi_(U&)?<
z_~dF3^)My(0p*-u-M;CF*zD=;I2^_N%5pWcr=ClTEC&ovAnO!vyHZTm|LNIV)49gR
z#@_6r1&gGD>6XdS4oLueEu|oWpfXsOB?yi6N-jCytBx9gEq2Y}?+>=weAw6-u82^Zv6`8iSB`qjf>vQAO{WUWG?8oBJ^n@V1pOe3$q`O$9^
zN$LLvN5qe3x7f-Z3n#+cU^6ALRSoWcA>mJDdE2|bBy+!6Ljo#iO#e5r(R@LqTa9WM
z@VGyk#DqUuny*MOy(YGSUy===vcD&
z=c`l=>P@JEHb{xRV78Tt!e0a74m83xYQW}%+U8H$K5Isyf(=jX-x7KyN8qV
ziA?P1JeU_dm+UbWZ#?sX46AMx=C-UF{(s(jJ*m}!(lFhw+$oX2BW{TCR(L}Qh!fK^Z*bOmf
zDPJ90drIi`RYH8}n0VZ%?aJ31?x>vwjKGut(E&KiW_8z=Uo{wzFzlYn>5KABgH-zC
zVdT8wO8U(Y!W~-n)YsR;lZ~BR&T!>SpsWi(!O>krI(q@_nqUs~JU1N6iy?qw#<0z?
z&H6WjFx+({=MQQjbA+k4i*^@ox%~W3-9#ye`(kuSG0)+&12ul?B#Eee6&JVnIII16
zKhc3#bqx(a2#ATmMa^SE6arx563-jSH6t|(G(0va{=Y4cV@P;u7+%9j_i2-1Jd_Nh
z!P}Tga>l<7^3D2#RJA{P&X;+?%2Ow{}<78Bjgm{Yd9
zqI;B%v3j}N2Tv5(P3i&MF9F=xs`&xWHwi&^uy>c_Z+RY7^0>5=uJs5rg3~mzEq}jd
zUwitqKpbFa0XhNS7g3$Phs>{&)WB&~F%na;4g4e;o+@IjsHdi;o(P#;Kp8x@v6QxT
z75(Na7WS&u0erV{!wdKoW<((0=8ScIMy_5Vd*-i7f=;q5G<$izAW|v3$R5xeC5?hOz
zNB>olWO3V`Ak{2~J(Qzc|0NzoImC+#O!@sI6qQ{fQEMgGk6qhqgIx0lhniDyU|A)+
z=EDatG7=NXF`tc86{6UYD_~o=1K}6on+9%M^43Xdm
zUM;L>`OPM1Z=@vX0o4j$#$@o~ncSk{wVC~S!lN}@O
zp;?T>!Uv_7>@S-ItwK1ETWPQV^6%2w
zlth?atvun6uCp2{D)lWr~31$2M1
zm`nHiW8{6vA1Vjz?d=Z_CZwlT9cq1nvd?nF=?WY6mCPJ;fbz{Epf8ivr0XK1r@{NXA5V)72f{mWi6C-3uW4e&ozw@4
z*-4x#a;~k{rgW34A>`Mbfw*|`+s@cpoTAj3~G5zO(BGmaf*WGBR^x
zmZZGk!9%4Zo>Tu&+#SK10cftz9R{SI_$19}bc@yD19mrD5OY8?;mHwa8wjt#1dYdp
zJE*h4H;47ogB=T24KsNi3zq0zJV4%9s=g&L`AlWR7QNS;`SA+d+5VW`7PI6k5Lx_q
z=DPv=oEl>G34orxO&b}9c&_5T{(vwq!J5h7DrEO%LraPiM?~mu4pVOtEfyRO|{uKYMETV`~iTbAz{H+XI@_$i66&sR$Rk~
z({vJk_<^uaz)(zH=EXU9Z69)DQ_^?SvNhr-<0}|b{JB$X-nbW
z%*@PDS968BhuoLKtmSgS5E3jvWLZS*`nEKZK>gU!@py>+KP9rc?)>aa9@Eaqm`Rgq
za`=%`(FF(ncj(cip@W)zPBwv&e><-~cosg-#}1)g@}Rn*Oe}f1?$xjuhL3E(k8~AR
zr<^oQE|@Nd0W}Rd$9NdcET@1M0KxIwT8liFPCYrWL-uUKeh09~({TE9sEPweRb%$D
z-%sHPlmwn-3F{C4cx*suo2KW&l%fUVk44PE9DDS_;O*QYkDk~=0{-!wk*fEFsLVNl
z=AkWMsKJO`@#EX9WpM8)@23c!1KyTS0&sen1<*U3*=XEqkzI9Ma`y9#?PGF2vv=aS
zWE3KT@oj-KE*<`FRwE_*>69Rt3D8&tyCHvwQJ_EGGT3M+zJJ^=U8b62qXLv*lq
z2)0?c{d&t@z0dP^#gW;*=f9h4JRY5lPLp6G%4#R|X{==QA8T@YBSJ~>2RdxVc-f8?
z%oyWAP8I{ovF9()+=r)j$aRl~WloPv
z_y&rX&01Zm;+5u@+Z^3WJhd<0GOb6-$??av@?dG~0E?1i6Mr`+`Qzf7|ZIDA;6
z;CT7-mN>Bsz1Pk%(*Wd4ctO}sp^8sTR8-Vb6rC9iYHVi&7hW>pE`ge;LzGIlq7Mkh6!e=V~D8pej5Y>8NYXZjpYX;%}YchLFwgVL<
zLvg0a$#cZBf3c1)zG7k`qNciD?9#(~hfG>Lu8dx{9phh>O^99b&0}6Gj{1r?1v@T_
zYi#%6JO0(>yd3>z|EmQnvm7qs3oAeD_yd;$Lj+SWMgK-zE#G`Q}irQTPUP$cZjhnMlT+z@6e^uPK3=44BTDu7h<%zp?#Ic0NWT$9|smuJk~
z+TiKP?{IoF%F(w9=IF?KkIVz_4^8<)c#kgq0Z^kJLGfj1xDm6})`VwEvol@;=|#WHjVmMl^KP|&EmwJS^ZB>;tY3`M
zvs{hOpzM`P0urb#yVoGX{%3Vrj`km!DXQr?t~9?}_G||5HNyQUS&SU=JCBHO
z-w^TS0r!*N4aj=;BzqTwN32>TGCDrdFEl<&R3XJK@r2ikz>+`c%l=#4R>Ap^uHQYY
zi%#YFY>>s}OZ3ef6Xo>(cKJWp)Qa;$fKc#Ul*U%KuUm3^1eeC2Kwq>iXs3>couL_6
z5TD@3`NGS1bu-bu4W)ap`5+`Wgekl?=$`gR9#$QbhO8Rpxq}Oyw{lt2-qy0JXWSg{
ztIyG`TX76MDzAWbx>WHh8XBSak=;n+VXa(ylT>F+|4PH7zQapjc_WHMglg&%8U?Fx
z9w)2iYQ?U#(Hg<#4F>5@8D;rC1~l;FHoStaY;eRk{;PXl{{uadlXHvkQx$yS@_Fp~e9H`pD0B8*-)^
zG;DFKo=U-*QvqnN^P;;`0RTA;@{(vXgh$4d@uH%(0h&!3d`p;;lal5!HBPi(
zPGMWDp#HntFSCdwi=8P1uwu(oW=pDuRe`;-Q_vqF!n%w#7^(>mc&U5EFD)N{9gU(uKEI&}wI%3)R@DMl1+@zf676YcsCfWk11S7Y;L_Z}4to#C
z)DD1PV73_e1b8y`S-C<|XmlBZP!*cF^c?s%w|N`X@xy&juiKDOj&L3MxJgyhAD#Ul
zKD!Dp{RML@?o^--_uH|Ie+K
zcveyf;}7VS+<>S5*~M1iB#qcD4a}HzSYHnV_wi&jHZ&Zv&}mJrSo*)(d-JHC+xG7_
z^K==nWQs^pNaisjLKz}TbEK465k-S}D2lHJ6saU>q*75bB^4z@iWCh(DrKmYdS0jB
z@7`-aYwf+(^T)H-{^z;Yb>BB`eZQaKJdg7@-pBiRzfJXu={!Z;d;}=#Z9r@N~}5fgKhH*y0A&x%KG7_(+>?5}h=S2Zp1
zsP#OmiYd(a^dKeu{o#ru!WjW`@>;ZAHn2Y_sVl$A&+rccqZA-fxSKj!WH{q;el)JHX;8DWx9(PW>7F
zC}*2&xn^CI?D&}pe{_xqM|R6u|YQv?8L2P8xOV@YklhO;M?q$N`ns>`_yft$(ojPWi{mPq~J)31R<@QcNL!>`DTToM2b>*u?&op5YBkErgl8s1O8n^z?Ui{A)AO
zr{0lgXf0ya69L@OJf2+KR8)Wd=S;ZcJE%oIa;GZ<=w@nq;m@zPs>Q$a5{h1g9J#RT
zvsbm;mpd|^kG|OJ)c>=n@|}W9ZF5?f7n>K7DDgEt!DP1p2`Rw&{&*oou(zkW?
zu>>C!3vu>Xf_?SB&=NRfuSZ*2CA(Qh}$E`{A9Av>r*
zAlgZ19g>s*5WYpfdl7xwSg5C>b1=H9sj0YiHl^^kDMb#Yg#C%;f4;1awaE?Y`@65^
z>GA6xS%NZY)69<*Jzo)Ij0O*9CEq>Irg~BVAH>8qt*=0CMax$pQ85pCWC=#bUs*NL
z&0{Rie
z`fsO9^xn~PP^p`iY@X9nU640+zy0I?T;vw_pPP;UbNyXvJf*__7pNzK-?DUzXz2XE
z=1~Gy3#+kKZz>S*sAzqzd~3SxO
zA@O#Mfwlw`ZiHjS^VC--2aj8Gw`&!-))U4ICL&3qkbz>v1wKu{F*4|x6#3pGp)!jr(!#OfN`{JzIhE3{k_EbjtJ%v#Hb#weH
z{hILq!uUeyW!)`SfkFWJ#w0L>ie>5B)gd=;{+e~tw58_S@0L>8nuLp}Ybs>;r)C>k
zrKqg^(0tgj)>HM)-gNuRyXJ1$SdsVfob|;F8c}&~lPlkHQrCSfoEqB@meyFjv}Je7
z(@nFCJtl7vkKbaJSU$fDUWnzR!a-&tdDU9){*_93tk4Ok9-1TcqP0@zId*9#el-J}hC!H5tb^XeJ-ZNh`
zWYZhgsn0|ZX}T4nd7?6huc6d1`E2EwrP}nC>?Ci`*Sf4$pM=&O#jgHB^V$)<((A;F
z;$%-Kv|B7P@>fT;^44O;itWQCWV6*_M?BN`?|iIWELUb(X!QF{ipR60R7(OECfaUu
zYs;VS#WavO2^@wRv3tmv0?NSF
zvbNr?`gO5VBuKNrpUa8J2;?lhYt;B@q57LQiq8%dK1`YK0Wdkn_~sb#vR4WM2Zyd7
z5h;|xFRh{^{U-L74sF2L>)VoR7gQ&I&%Sb#o^?5xdQR_!vZs;ASI~mX7VE^9K2b?1
z1fS?PFg}svT%r_CHUp3O;Jf#!XlO21dF5q*4nJ;JQ=CV!xR5Mz$mUoX+AW^ZxUqe0s!
zgH}j4QsM?wM%^AOP;^oH2`CpBT%~@f)aErUjdfe5Y$jr9Np@BFU+od+%wNj}O+7~|
zoG3=o>a~mM&@+QeMzSszqysG{1dv
zJLSaiQ`A<&5~kv=PJMhy)+f56&isjf{o*Q)yT7c&`obML7r}{lSLsYw
zF^?5Y1JPR*SF5P?;&t5QEqfsjMw;x*)uiIo6X9%D{|n8F!%*OvV&X1^Re}-!qFm%MsJM`ie%t5wZs>7%Vx0
zV~2yuWWmb>jekK2@fDCF&%Rx3bJ|0N(e0mmYb&wUm7h4ajDmEI@Eo#7}n_
z>3@oTVZ`LcuEj02JK`W9!7naxon!nl
z*1u;2Ysrem81CHnCg18g`?rl~zlh>dbbUp!k>m7nqCiAmxEM@rA#_v#qb}ti$!^!f
zPK}Cf!)JzH(+#tv^(8uJv+4`aFjq4BZ|j!yBJ}3XT^Hoq4T=&ilaUv8>cYeEEFVbSkU`
z)e|(xxN*^BfFT|
zq?y8fvg{k{d{h0|Q;H%g+Pz${u$&l|!)u?K81O|XnpdtFWqQwM&vOjiD-v09X5slTmQ~f|IJ_<^}jgqOKU4P}MKWW*K
zDtM^`e~8la1ocdWlg78jEj|MFVjfC7ftLpsY7S6=*jE2;w|O;1`IV+%!E?))nWKtS
zP$nvuq9^uIP`OoIYTX4)$SJl3lChUU0jIm&kKBdU^i#Fjn}KXIQ3hlptmgkvQM>X%
zX5Nm*@*-ZbBY#bFmaX}o908z=j!KlDTI8_qPVLEUVmoeolT$a@A5O0s??#-6VyF3C
zbZ^#3_yroaBYp7hGLAS0oj=7{-K4V+qE|rzE=#kYsh6lkmRg?@Y`g!9m~>|8lnl{%
zgCICl?B70>ZzO^LJ
zY!WM0km%zH7zuDrbl)J9RaW0My369*aj!$aGDy9D>57pz-;5GGJr6`8h{(em>s?#x
zlgUGpm~8sntn^f?TO?R~s5Fh#5(ov{<`LwL*~5;?3XCxn^ES>AQ;{r{L8RQ=wG{OR
ze}QrcO6?FLkU|DbZL#kt!dB+zw)IiJA_7SEw9*p-x_bI%b-klGe2O0vt6>wJuQtzn
z_UsgdJh9if@aZhr?@zb6Occo!`MaMuEv8e&aHN=6Tjlr
zf_spX8$DJ28~>x)Syk3V9!>fqD@aEQX`H5wPnTUO@^Vc|K=+=`pXQ~}hBe~go%GWc
zx}O`w{jXGfX@hqct`H!(4U(uVqE$3BEf|EaY*?h;A4bA*<~b8SmzGyH0Qn{6+XSC<
z6DK2gMM{4YWjhmFNa`|zNN3BE>X+K`Gum&qImekBSmlkYt45_!PZ*hCZj?rDpf5gd
z8Yi+l-w&o0eAq)W;k>%5iy-;-qf8kiI7REn@
zZ2^|5+(Yf#-76KJ%K1@!o4pBtRHgzlSD>yhp`04MHgGmzcxhdUU^^U<;)~=BE
zdVMeV+g2a-YF?nzbrw@U9ktr|yq?&atZ?H>BF*iBoK9Kn;Wz?#H#brAA|18JmikqO
zkJx)1G_{||IuXOK*wg^HtBOsLfmooGzn|ru`+FmX))(}WX$X*HrU|?=NH{v#)B(
z58V~gHEL#js(4ZEoHauJcWEhojsgqt^fXEjGx1(fN7AW1tm+h~w!T#Vm%S}gHvK>XHecuANkipV6`lB!SF6pp
zylLTr#S+d36?Oxw3q;e=sFup%??cQbXqG@MyD~ZCY3~eOZAc&IrtetKl)qOQ^IsR+
z=*d>SP5rf9>1fgPAM%>g9lp9959<6YYW#wA(YXdg)_ETO6r9_CuluaLvq}rreI2;s
zdfHa$-hBrh(C*#-@`cJjcW)107*p2hm!DnZe#3hAu3gpV3JUgC*X`VWA7wBE7c5qr
z6s4Tny~4dlw!Ext4X2_o4`e{S2aXjeItYzUoaYuoDHC#JBwXuw<|wD%hn#aAd%_h*
zjvnnKOcIf1W#HmLetv%`geW@>8Z=0D)*fjj2U?vDCND&jb{+Xfe{~l%bOMoPA6aG`
zrmM)@Xt!=MA-cyA4a2J`Y5vSjlLiX?5fZ972!!!nLI5Zjx;L|&7mrz&R#*4%*6zSy
zsF;#QGz~AXd0e&7%%zn7Q@Q0*X@F)AOCzI>qZlLiQZbehvPImJP){YH6D~pHCQUlT
zz2{990x1~BT+$C0dIY*PBLiAVVoHES5br5guiq{=GIW?z-2RSVP6c=R{Q0ir>|UzoLzsm|@%c#J
z&(U>EdV{h
z-pw7~n0uI`AU)I_8CaFF4G3_=8=a)WSo`a1fpFD9QU02Kq#Gh4qFSulB1-etTj^+xq&
zDtYX#*hLe@j`ffzTn8UXX3`lgPlM&l@8Xt*HwohAr3x7=n_O%yk$YcbW_B?@MMq0(
z?cuI{^AQhUF?H}Z59DNKyELCgJVtmA^j{sl(X{c}*W%OwTn|?%NqZ?AM+a@^?%fp(
z1;l5+MJKRR_kjK7)&V?D8Cl`=-!uM_3v4@eYj=_i)FfsTG1Mx~KGv)vy7ACz-avAMMUL-uTVWyydA^XJ=`x}rYC*!B(5Q3dypZ>j56
z=;(Md$T2Y^w2I04Sp)m`-_B^D;+IzXMY-A8tdLrsM|Av_*^}Hn57Mvp{`UNt%_Ov|
zEa^P4Hf5ygt2&4Ev>|2qrk7W-0bYpw_gR+vFsHki{Y(;i5mI-B4eRI6T{wqO
ztD!V*-LD;@fwqs-U8Hn3#t-DKq{rt-31M`+2oh;;j6K^lsDwUZ!$-eu?>~O*h+>{F
z3nWv0z{X6Aa<(m7b47LFCaj(QqnCpcLl63}ePsORWFy<{0wm=AoZW0oZZfy3(F@vmH*WMVsE%FKJF4
zorB)vomCg18Qj0)+_XH(WV(njs-LCeKHf-$AA(dnjxO^x-Erf4{u0N!B
zy7b69L8V+nE+X>KTEJ)v-ohsoSB2>XNYUKD|nkWC<`(a<y_
z{=)^3oz|=C;kFp_&c$g)C>9E_R?;o;gcmI6c;ue}@|H-oIN}5m$nl6O{(cZMsY|rK
zZC+mO&5Kfcq>qaMCTNHCd`vtsX^@{a%e4Ks*BSchdmjv1e*SaAK4m2(2SxL*TQ{4|sB+icmQV&U!#8i4Dr5)QMABv{%7DQJCt9UY**#1H3k
zFLthckB7|BVR4qm!Fk$glrIO*b)r1iuV`o)_?k?LoxI6#`-Vva(U(5W*=JPSerNMu
z^jSQxyy4U2$is5btihEwRur238XZZ6eW&@HKc5M;B=^OOGkr&`T7%Rr!^a!ethq}P
zd;B}HI7{P=Ouu-N|{~7|Wv#>w}si=?4IB^tWQMo$8VAvzAcem^ZV3IdR2lK;a@kUQ6Pra08
zas;Awc*5Pi6y-TB@?CAod)tuUhb_QV2gI|voI8c9S>C0A0)fE-#+?9JO!eNf6
z`??TP$Vw2<9H}M#zC8&;}cnnA1#&G4Gt%x5Y
z<7UcQ8Ly`1PZH2cZq^=Q#uiH>Lbz;d$vhRQ&iw#x<^&n8wjDFMfwfEbfKYMl@4~X|*RGztR8oxx*
z2}$C6>ba|G6cGEdIN5aVI~cBO4lngPJ&AuhcfO>cg$#=&w>=G)Ol&d&6p~QyH!?Pk
zHA%8FvVDqD+G13g#@B2qzH?!ex7*4qONJS~TxeOKb8f<6cCviOH*6;*Er~(Er
z?L$t70(WHNhdZ}-Cc7#X$F*IW-lSC<;hGj{W>#jbjuyE{xS712M;358Aixu)XSn5^
zIF1*Rakr7KQp3-qlp0Tj>;nf5NJ#;Nqe`SI>=SrjO44103j^v$54*o_%~{f33PIib
zOxp|XWFdJY)TN&KO|7MyR*Ga)kQsVyBDy{PC1107)wNY!2A*7CaNK!O!HKf3t`lyQ
zzY^XK9MeJrbCh@2fhRi>yHH2HOKwHG{~us}IsT9pJ)g@Kf1;8EsMwC}HlOV*%tC}c
z3F7PIY+siZi3S~Id6j@kkluCVDHI{vf)}PGvPAFY32X>mjaG?-*z&<*BtO|EbCEH>lxuSd)jxLpe5BZ%8ta7OmXy<}0j@<;9NX>-
z3scVYQE?YP(Ad~0SU+on5n7a)_59yhTYy4kjf{7xvvy+05g@zznag3OisJyMEZvp^(Vl
zzn4Ns)PLsg9=tJv)dNzW>()6#PAgaQPTMZ`I=6*LoS(2wZmdb-J`UYs2-LGLFwsB^
zv4eOM*DW+fhQtQJ+W82HLd-uB+ueVQSUPL%q;T&(x*(Xu>vt#Px~jvi>N8{2YP@ew
z8NK!N4gv#cYCGf*AJPy$!060cA`ynWM>uua`!P<9c0!g`yg{Cl)Uk*NUd&yR%kCJFhY~?9-%$=(%g2)qIV7V
zDq$O}3fC8+P3eF;!eNcU^81e-bwpG!I^@rZlP5or07{W@#2)kP->1(34wSXr5>`X=
zsKtac@0cFt
z$jqyazO-EF(yCE`t476-ctTWO$5XiPuea>NKSFALk(O5PGp;C!zuY)kTm?d8fjmPg
zw-K%<7X(jkY}e~ds=rKshmEtF@ZF94&F)#tr3i&kU<6@enRxs51K=+XxL0<&yL9fn
zZ$WVHZoL}QhWc#^V21bLj)g*pR3IWqO$rE!B0(Sy$mDkfJZy)weFv!zTkT1dFrO4E
zee^7Co?U9g(!e1=7_=dFe=O}lbKpvoHeIEa`)GA7Xy2*RaE!Y^0HiLSUqJd;3d~ee
zM6kZUMRUq)-&#b@c+A*NH+#l=dq_@6*WHYdKYa3Jcd5?xUBFKeRNdI2x){|QB2GUqmlNX_yXiUd6Gk
z=7g?Yy0nq{uyOc0pcHO5P%2t4Tn2453gC@^CH+BP9)YxhZ+0pxE4!o(T{qiR&hcE6
zoD?G9LLyq!Ih5@Jb9s49ubZ%#VI1oE=7I_AAd!>us{2p3Q=lht6l$p3`_Dc;KEkX3
z*2mw4$cb|7#EJQf79GpCnSi4RKE}ubpTyHgL=z#{$;QNe>?BPzc_iEM5bgZWKMx7G
zr0}AC10Tc^V|wF9qD0oCR?}<)F<@!{~4mzaL`^(wYsHV?XV{Qhj3OFxq-MS
z)Y*nU%H>EA9!Pw?1wjs(#z#=iV-R>__0REI!C^v7uwbxHoCqCz$R48>b1UZD7UHp_
zJ(vltp{@_5EQz-|2*&kQg=A4(OC|EwGrsK%k;f__Tb65qWu@uJGp*7J{>Pz
z-6l0B$*z2;R-dg!$;w6P3L?&-0q&2b@%;YMgJ%?NXwloNI#{kf=X)|Lo+Fo@e@F$l
z>+|!&Y+6Mvj%6?48cqkJ*SK_m8yo`}?U&BV-GGyEl(%WWD3c@&U?PB-Gfo>vjlS*H
z*wAon0yrTR2{^KmMCYmX4m&#{cTnG6n!O$(B@3n{Qq-YtH#YnM
zBq#BW>N!et3+2^bl13^r7SAb?7E6-;eq#*oQhNy^gnZ1^&DF^w%QG^n27Q)9mLq%S4xX?zTK@)7_F!KHL^r|zmL
zTFNDJ)I
zE%iwpXVOJZ5YBVy3be5=^4f8zTTfwP7_P5^owOhv@jgf>P#^ewuQe+%6qt4bf
zob>dpApV$XT?GD;Z`@h!2rc65i}IFX=Ib_Y%%stKY{%km4asabZHdAG*VJ(7-Nzk;
z`0)u3kBuzK&H(&P#%&$$7Df6A
zR=Q~R;7y)#>K_R{pFVwRc%IY%+3jmyq+jRp;>22@scB1tD?&eVV7s<$vh(SYo++c`w=;VdX)-US9JF{ummV
zJ~70O0A1$Mz(?A3pB;ohijr0z21n-CZFoz!;UJ+~evT7a!N?_N=Wx_T#tZ;mRV1~=&;(^bpIo81|j+HbSb8+E%;R{H?R{UZu=99zDm^m|+e9E7=
zjRDj=WOE~XhEwmb(5nk#7lv;IC+C=;FtOyPK@%TQ@}C1LnKXWUZsx9AEVuK1elNhf
z@7=p6P-H5ZCot)nOADgSrbe&4NC0w*tRq7Vjg6g1eVEC&kR0yB2n02_0MRJ!XEe^Br}pZbHL29n&e;}Z~hId#RN><5Z&CuLVw~-
z$#8##n&MPd>CSdv$DJ#wLYnt3%Fcm1SB0%=2JzF9Q65X*doHDM?E0m|YCzNDo}-ie
znf$`t{npER0qZ+9)>+j$amKM`27}Cidd#Ohn=yU*czJn^YKt@r?u<%P
zH!A-HwX@fQ`}aSUm#2ZQ#~Q_NeEIsdwShr@RkLKJ>;M#96}5y_tl376+5$B)b#_lC
z5Zp5wGC=a|A({Faj&%yGdP554BZm&*hULX2jBJd1SKcVB3xdAl;8K*d<0zs0BU}4n
zZDFAaDg^tm2aJo24b}*}ga_E|ouBV>KD374P{S{Y5=K*Yv|~2bWT6-W&~MYZp=1_H
zl?9BtOd`yY*v&fNDZiVV-18T4&T!-i$4#x-dJ6QUwv*auwOMuKMu-*6u+Rm#8VG0qSWZa6f_rmW~w76STUM5`R&1(nOLUF}88%
zL?K6^VjFE;dOqWie$luj`c)b7Au-X>s+iJEha7;!+-X+971}UN+^17{)|%Eqpt}LR
zI@)wa_`LMD$Cm96DUGk)rqeWac^0YA88d=u=cw1jHAWf8ERc83Epsz1knI(C^Yv4bSrP4Gan&lU_j*kWdOM8veLPV0j&B
zJo1a8??n2jqolj`zLd)U#i>+6k$Tq0XGDZ5TH^zT49WiSgSp7Cm7z9Uw`MaVP|FQ3
zp{s`#Wk%4;5|G}tBw1PBqZbl}^}}=zlV|s?S9BlK_G0%$WB-Jz2MtRzcF-EzHvb}T
zFX$^>mKW?KQi`~km`gl2eYfxRCrdKJS$dDs(|2%^i2fb}QBfiNGoL&uBgGletJhtU
z;5xK1Ok&q}$E#s6;NSIgXS}`BfMu5Bma%y`UA&F&HUT{n&548LgO=qlo)5T$z3x1N@||S-FW^DJWUO+m`VU;mN*S+4*;4Mx|S+NamR4Y_`pd!
zKu#_PkVjyUq@R3R^faBDYka-EX>;Wc45$AS!a0ivXhHD8o`m)@R6_W-h8U=`evVO9
ze0>(!ER(7=yyVIxPz@UvQLrX~E#%RL3uuEL!BS
z_I9)Cy+m_weA#c^z8y=Fst_>BpC;R5^04D`s(~>@uVTZxbq`4P#OL4&t&-aKaZu#a
zH#C)@bw#^oy@`#9SzeihbEq~+8pPX#Tia4k;;s@y;TQDBZ3nOhp^jxD8PhdC3glqQ
z9N3Ta8kENbaeyK5PTwz^Z#dR6I?J-IEW=AdtG%snQ}(vhKMTM)w-(&cEZj>weRE#K
zfWfk|v}YG~>eLC)`})KB9QTHizf*e*-qzoW&S
zOFv}p&*ohP^akSUI<|M*n5zS)Y+l4Fn6mNZF)}=hP*!sY~%^+lJ}tU5Fmueka6
z=Q{-U>28R3yX(`l{h}>Er$tfA0M={oi%06WBE-(Sr{EVbfCo;wVC!0t9d}5J{l}Bg#T@qZrF4V?+rfo
zB4MU?Iz2m^_3K9z)u&b3etxdF_8uzn=~Rv)_W^HYMQt(>AI3qear`FKAq2KwfY!6-
z`+on}Q@!~v5B=G_d;6&puz)CKY}
zmXyLZZMB>~zdb%s2B|L2r)Nbu%uG49+WAgdnI&RJa~BVYD1Ft)MxoV#%lt5}gLb!#
z4Gd!Fm6z;&n3d%YTu+2m^aLGz&wtF0_6y|MTQ
zVJ_Z79i9Z>pYrMPO$AAFL$5xs4ZO5+&1Z+m=C@~3o9F)cT4r7-?TmVaKj}|56~)J)
zZjmLeUzCnh43H_Wy7oNU!4GuvI{Vz@hGiEXeiF|_q7xZLBzgpTKVjUsQv~KxetRgO
z74oODmL%q~B)XBgvqYrt*V@;r?VRbEQ=!-IJ_H>~M|q$CxNN@jyV+yHNjyKy53Owz~RjMXJ_8A5F=vsGYuO*3EbHcL?3`{PrsS;qHy
ztBm@28giulX>JB@$t0lG0_qgva!QhowUbH78;B(l(S~Z=!eIx_W
z4O``wC@FhUZx7`Csj5n)(7f!{W7}P2-9tG#Nm^nli;S-KG>)?&sms5)#dz&7AF2YR
z@VDm2?58%{`(c5ut!CZr2_EKg+1T(%k9E%3JEZY9eS#QrTT*pSgI-&IQA4eVDQ{zG
z`4D21+a}P~0ssE{0PyJsFNp_rML~-r__=PijCp8ZYtAUvv{E0dvR?n(IB-Nky|L_H
z>JYcYC6+6aL#bqQNm@qV(J?Z5v-tJK3ETEuxRPs=&lv&%bK@41$8JTV^saTDe(Gh{
zxx)fh8=aFY@&9>qsPR#m-S@njTqubRQ})>BRzSvC1b0T{*{svexj}~=YBF9U;(6*X
z`$D7)<*d(#v;k@(<+uHMTs#gt%0eK3E}E}mlRw{yo|o>oAoT9@TBF9PBUQLXr`{wjdLdi^uxn+!wyv{
z8^+z{!4;;KXGQM~Wcp!)A7>XnVdqFAD@c7eSX+Y>*sNPOyyW#`(H<~(iTPA4F`v3R
zg#47q6mK%`;?csM=cjI427T>OTH1!e(MIv3jN>;d7XIc6u!&zeL||ycZpV?dXeuRP
zz+sqVXLbJEx!m;hqny+5wA6^9PdG#-&Y1Dr`%Oe*dDdGCJ;mTN6~(^RwR`StaLlZC
z$%_w*o1r*jgk6@8ivPH^2Nn&iOWv_~-ZG_c5q%ePp0TISrfW?YHOh@5Mx-U*zO5lc
z;0b16>M#NP!t!*8C+?g+epl5hsHz0dMdY{{@~f{=X1^duXG`_lUkIp?#g9Da@<{MY
z3}N??)$ReO_;FaS)-}EFuch*yFRTyRs2kTmH`xzP|Cy#YRjR}(>F0JLdehI!g#wnF
zJZ0Fh{St-a@84UVj=u%Pf(KR*ziBlcNS%irRAyhnoKIw2yak(A>*yv?dwrl9aG<*-
z$W33d`J~XNA}7~V&J>6)S=RiBkx43+DRr%v|HB0cvDvUiesn?64+G}`kj@9EBqy6W
zM(Q>vm8IGz&te4e2-u*5yR_%{zT}w{G+h=$Vp>9zJv1&MA=KO3JAayQ@pu;d9q!^e
z9B;a>@7`S?jFeG-G%~P|qH8ko+-|EPD0Ibh{w_gBh`9!Z{s=qWDeQC4WDgotC{5v{n83L
z49m*&{()+mg6w4WGZ0BX;Mz=nc^xpAKZH~!BR7QHDI_5w;n+fj*ArnaWu<)5{OOxs
z#u-m`HGKAy@=_w7H7ytiS}YRH{Vs&$4O_N6#X@;I73$`~#PNhfO#QSYZ{UQI261gW
z=xsCHd$TX{&DW~xcR$Pc{zp=wzI20J97%96*w~iMoBQ*wXgu8DTB0pY6?`iyD&SEq
zT&p*H+b>*=R}kMG$_PY-zfP)^1Y$AXoCeA%43XtOYXenLr9T3IbKm=TLJOT@E_WW=
z#)XL&kqi<+pOCe0IxK^o<_97xpKxdO9-orxm~F$OjiQOIDwQ7y58|X|^;%p|NJs|`
z5z|r(#UKWiaL5_ZBQ81bn%?5%
z@W=9p*&GuEAFuB7G~q$ZQ)0P>E;*-h<8pi%IJg6@FRP0TUMpYQ`N?7W3|M5Z-L@il
zn*@=UXA}lIkYdM{k2vAxRsy0oN;fEL!jfgnuF${4Y*ee|&!spyH`(%vW_HAX6Y=VP
zCTeV)G_VB$LdxP0fN_#2CYl-{#vSj!&N6r5k-uo>bGKn+|C;1VyDIaRChpa{x_m#i
zLT}r^vf5-aQ}UMY*pbyNu2gk>Mz_#xv{I~zkH6tp+T|tFu_U|C%YwEcp`fEuyg&J;
zo|4Li2KD{RF4o*sYkl3_(>ijrcJQT3a})waX8@IDEmv399s?%KM+lq{%F${;J_GMM
zht}P=v16-4q7-vx&!ese;8QYLSYFEey2O1Ri=V*I1RMjKB$v~g`g(8{AQ#I4a?o}D
ze4n`OyZp(=@^V{_K`Pd<%(fard;mQ^$ML^9%EU3Gv3cpk348RkWBcqWDu#c?$fQ^(Ct&s2~
z@kZU_jZ|7jbkUN~Ro9+nj<(^~#+_2|T7*HO=-tSJlcmQTBsDbQ)c1n^iS}+D5
z&^rO-fP=VC*U&C=?P>YJ09F~xs)yH1ajl
zWZUp7HM1)wd2zt?nt_xZP%;j2s+S`fMXFI*7)I4bEiD1I6wJB&9mHHB~Al@&^F
zIf&+g)IN|PAP4}%fx@|t0<4ptQpyaeRFVVZU>K;HZ2vqm>9Xq-?=3@jYbqZR#6ifw87;I3(
zyGhZOp9lGp__Su*HcxWZHd3ob^%cBCst`4YZ&CpJK`Iz=l0NNcveB*1%E{Szaa^#P
zjNA9*mY>^#b8Y7IA#+nK(jlN({1b}v_po7YNHVtD+V*~3^ERO;_`C+$!gbeH7s2%B
z69rL{sD6YqBN*Aot86Z#IGg=|n1NvS-@bj5l9HWn*Iq_O#$w51d!_D;Q$fUpi5t(#
z2Ja~8t{uFzLkvb!&f=+wr*J2_Yl3JxYIT%wDr_c7iKR!Ao1$)b=CAMH1)CG+$u`m%
z3!{$GaY29UU*_;eDt=k@rm4l*)GtNFSwFpXFaa_#F>#JW0duT%%u18;&gWq*IMIJU
zN>^=_zGNw^wX|%{nm??ue}Yw}T7pUAJ3Xf%xqo+4&*UzV=RE5BL0cx1*9}}AL;N4J
zI!YE`k_>Pfz+9gSNg4S8n6-g?J6+qIwI_>~fyE~Bbb8B`8j5Ng+L?*Az4Wk}+oO#tOp?j5`iqBmneSWe#
ztdYy{@skf8H~^5cWbNk#GAT8TO^DAXm~pvD5~FdTiURs5N|}kh?PFs7cc!;PAq9MDXL)+>
z7fx?Y*HI^TtK{jJnH6=bgkF$EmD9W1lHlAJp3S5wQz$|N%{|&ANj_U0m-km2;~(Et
zPETTG%WxvV!CCs@3U$jo06)QxPy9}ZKF?O_eSC}AA(I*y-LbHTVe!9qQ`yZ8kW*g=
zCMt27zE0dYX`ry6_5b=Js+jn*=42>{J0@OeL#Dolc
zHixkl-2^Cx_Xs@CNT5+?lRlSZS^k)o7OU(r7sDy&K{i-Qm&}HO^T3#XyN`}iQd&a-
z2n%v=UifNHwy;sPJm^;-&+~CtMRVfM3VMTHoCmUjbZ}mTdg{Mh9ciQq00b#$^~QEd
zJ<06CU-sXidb@gy#>kxdc^65mFDqzioLlXboeAc``Q-35e|)6po}?BW?t|HPev>xb
z2THrawhuD3s((U3{2UM;JSESqoU}NNHTdG)J5wduekw-u*~^^IqOkVx@c5@k51H|9
zW>&LPTw7=VSKpMZ=RR-N7S>(F^1!yh-|t~&_9#k
zfAR@%)Tj6F?*h7>QlK>|8YvQ0-`Hj~HmfxUF9{j1HIq|kJ6%FSN(>JV?;NFSzJtd>
z9Pt6;6C45a^B-0m_2{`D9Nfn0p34v_=n`bo1fIyxHZP9H?5a~3&`3k4XG>e;dfc$O
zAM5^>RXB0Xm?aNiH~=;dy7u917QseT-aJ%WlD{9{zn8KZ3iw$c<&{Uk6|8tu1(C*6
zY0R_zeo+`WS(+p}oCbUPKxZL7^C=Jx3E}6O8r70=u+QxXZ!Y|R3nO~6&)64y^Hszco*m=(glBvNFN+CKvXU%Pf~w13A7PPOR;w}0eD
zoU!g*b4v~B0uc+C!Ej$k>0w3PC-8oP?u=>E1VAf)v7gpOHAe~QJAIGo9PyfC9swdy
zAuWG6Xa+qQ27V45HnJUkh1aw^aQQc^Xkl-faZG;z-A6ZLhs^Hvu0fYfL*_4&81_VMvacaoO~`z)??sgZ4*}xQ2lWI
zlT=bxlp)SePEhvDC8{}dl+J(`L2o0X+tDhDFugs6uA{&WU9>Ov0>%OY
z>t9=SoD7ti|Mu4Z)wg3>ApUVrDD`chumC!GpNI@^w4DtW-
z*RM;oB%dlOM$Z0wbG*M@)rIFoYH4RTflAPTZd>m)=25;(`7`y@Fvq)9xO(EFbe1YW
zLN`TJ*PlLomM~E>PylDU-eG`)=BkaJ)JM8#XI_zpOZ*5NaEL?{DrH!Xz8;x
zo0(H-pwO)ikG>N`xj}BCG9emu8&9J)apk)_+}(qzgC0D1pe3VtvjG=@Pu0~?_CpM%
z4NN5pV~uZqP5RjcV}YGWHv9Xz^=a=FAkTt>BzoZ@iKo%78s|1PN@`C4IUPKUGICqZ
zRNubGAPrd0nX@lOmI)bkcAE}tCw{`v>pIJewZRVFXqvj^?G%<02JN*9?h&VWCfcyN
z0q9OUT|0IQFLk2P;zXHNbPh!CNtDWnqp%eJR9S;-_MoN7_nf02<+VO%UPVjjyrWa-
zA_3R0r+&$(7+p!B{4-(9N&8RFYJWfLVEelE&Gm$Yqcl~;I3^|Btf^~k0V#9Y*uCSV
z9b6AOxhSy|j4)c8YT}pBk3JHvZ?f>4_iF^+#X`MDh;A27wzBf_HcDOhyaN}pT?!CC
zo~ndJF2hnjLPo*SUAjV+=sR)C5Dk89twPF^y3C##_g;*
zhFI=H<`apZy?q)Vb;{dYnB5Xg?%usC^2lSykI#i?28na+mMwy676^KMN}&s7p8U{>
zi@QuSX|ADBMw9#%d7WR}u@l-h^e^cqIkd8VD{>2;J6
z=HsxcpM|X)iD6tDl1NQJA$Chz(~_-n%!k1G{J`6l64YAgQ6H$Z9Z0a@WokBM?!Qr0
zRnJa=i!jGf8-*{hSb70L3=52?o2(*2pOV5xYR{kAVuZUkA!_MJQD
zb5E3Fq}V*>+_()Zo9k0s53@M=?OFn&xAL`VV2tzU%#nhF?|
z!f}<-iG|%Tiez!Ps%lTB9&N9|ubehIwmt=G93|K8w;>R6pYK$Tr`9`g9DA
zsQ)zEwqk0FWT6+L1hlk=LZ63C9@JfM!fC1vU_eBq_JPdSHuE}Mi}%FVW3ZF;}e
zeX?4aY(HWY`G{e#HkV#5@q~=wFq<(bCKamuqK+_*Yqsw{X{kMc5^qRp<&}S^l8-Su
z@_;!tYFb*}<0enmq;rlVGZfMJZ+5ZkXlD!(Pn6ZdK_^N|C2#H1TTMq$AxhzGy&nmQ
zHS9B+H*w16r)+Vflg#$+#Qed18X~qBSsyxjwB27PXu7S^W4WrKjV7C<8Xss$F89g&
z!kY|aR(0Hj2?tns6sCfuy>FisuS5(;@*JaM4U7BFaJ(Z|=cUkvc_zWW1{^ua5#DxR
zjL!-s>7lTAkMlEva1T3&aCcNY>Fn(zFXy6U2IQdnz-*&1bffrzgY{;KVOr
zsK*u}(HQePvYU#=uE7`?w(%09z?w23^7^Fl@
zpE4H0>bOrtZOs_*np}oeQq&o!k^kM9Jgo5DyEal3Z+*M=Jgm_M#K|PpWiSs{KmuJo
z#RvrqE~XjBQXA%`y1I&CcSJ8b)5C1fp#?4@M(IJB()*b^?Z>Jlh|Cs$9%b5}hne^l
zw?kd>kkPmkoP+nM7rxf@OXzy)w7OT>Z|`5m8``&TzlNgV8=bG3yOHub!3k0HdMQyDHgo16dU{9bIYE|5Ga1&(XsDm*9j5_eYJ;_Y9PdnVKXVB1
zWMw^(7W$gv6E7CPr-qnZ)k1gr>Y&&hp)@OWj`9`@`sWV`RtyM
z%AvX+_FGJSI!vpN&@N!C@KbC2?%l(dwm8eCtM7f18)TC8GUUkmn@MhQhwgShcu~f1
zZtvss࿾}1P~``gd$)%U|`P0Nvk`_EeQY=^Y{*}hX&_jx(DljeFK%d3mezjpqH
z)`6@2Yv-d&_ojO6dOtRyGV4)P&d)#2u5}J-U%r0zdRvtT+^e@@#jwu-yZp3xT(wK+x268@5B$3As&#VgrfFH(**@u|D>iKk&&a%0SSe2RR9>UU-K0f~khVMUr{NO_TCcdD-YL)O7
zNubF#6*W3B1)JAzH`dh+qF^%|Bg4N>{im;lpV9T`gRbq{+TDJ)=l74W0jqx2*Jpj+
zIcnxiV-m*~G`qQ&r;fU$s^;wt;OE*UneY?q_myv-R`$K|$FC~mcd4%C5OyHjc@f%Q
z78OM?hPH{fW$rZlU*C?8_%e7gBp52>N*HrKX%h&?1ix;B^rJGRM
zesjahoz%(u{P}B?MBQD`%kHm$fylR`mqS7}&
z9CY}ca_gWk)76M2qehNg`1I*haRC~Er(m00BWgQHP$5p
zAvj*B3Tzl)P_UJ8Gm~|7bz82zLBT=q$l9yH!SevWr_37@kTcRZD`b&E5MYzCs;Umi
z;QHm|J7@g-{d1FHq<(xtLM0EFm6Q4S@$&WSuS|cYZWaJq0X6+I$ru_O7aARV9M+iO
z+LFx3hKd%ijI;ARHC$wM^;Rou>#TAAe79H3`$3K*{LIAdaj-_xYk6J~6%JXi@sCT@
zyW6W>Qq7@0Jh;`ZkJP@JVRzf^Q-?pfG%YRd*7gqvAp2h?7iJ-S-|C9>15omMvrp|0
z&W$vX?D)mgiTDbjZ#+58JqKjDDn*F-*E@-UAmkz_a{3rHD9k_WBjOI
zov$V&tfn03+VNm<_wy@tb;Vb7Xxj!6H06mCzni}jJ#F6i#QQ4_
z%VT@`p4{rS)Kqi*aJ|!u=5uHRU)fP3!)FFrW<
zZtLo~bNAB`d-d*JjVYhC*iP+%3wm*-Lev_My0YVF5Y(Bst}a<}
zLyq~5<<8D2nORwrk>4$@!#=vf4;Pa;ecXC(UGJFxZO*KtHy_R!CF7nk?!>n2EB6D|
z^*_RB$t6x}(I5S4GU=arvd>|OS5P-nzA5&{LU3QfvUFksSnpYSRb3QHQ`?~#R2YV@~OqD0Xd-n
zU*{&r8jQIX7M4r9_Q^MGiENLf|2%j`()i?LuRC`_n}VO>rg`^$a693=@W5z{%*5N+
zP27Dpe;;bH`__K2u2|VdYG0smRQmgm*2%Xk|La$aHWE|+{`3FeuUgwU-1GC7j$M9B
PT!@zDviVUOYYzMmWpXcl

diff --git a/index.html b/index.html
index e0a9cac..fb738cf 100644
--- a/index.html
+++ b/index.html
@@ -49,9 +49,6 @@
   
      • 
     
     
-    
      • 
-        arc_distance
        • 
-    
   
     
   
@@ -126,85 +123,98 @@ 
        arc_distance
     N/A
     
   
-  0.107 
-      (0.000)
-  59.9
+  0.105 
+      (0.002)
+  56.5
 
 
 
   
   #2
+  arc_distance_parakeet_for_loops
+  
+    0.514
+    
+  
+  0.107 
+      (0.002)
+  55.3
+
+
+
+  
+  #3
   arc_distance_theano_broadcast
   
     N/A
     
   
-  0.118 
-      (0.001)
-  54.2
+  0.119 
+      (0.009)
+  50.0
 
 
 
   
-  #3
+  #4
   arc_distance_numpy_broadcast
   
     N/A
     
   
-  0.132 
-      (0.001)
-  48.6
+  0.133 
+      (0.008)
+  44.8
 
 
 
   
-  #4
+  #5
   arc_distance_theano_alloc
   
     N/A
     
   
-  0.154 
-      (0.003)
-  41.6
+  0.147 
+      (0.004)
+  40.5
 
 
 
   
-  #5
+  #6
   arc_distance_numpy_tile
   
     N/A
     
   
-  0.197 
-      (0.006)
-  32.5
+  0.193 
+      (0.009)
+  30.8
 
 
 
   
-  #6
+  #7
   arc_distance_numba_for_loops
   
     N/A
     
   
-  1.822 
+  1.959 
       (0.000)
-  3.5
+  3.0
 
 
 
   
-  #7
+  #8
   arc_distance_python_nested_for_loops
   
     N/A
     
   
-  6.402 
+  5.943 
       (0.000)
   1.0
 
@@ -213,23 +223,13 @@ 
        arc_distance
 
 
 
-
        
-There were
-
-
-
 
-
-
-
-1 execution error(s)
-
-
-
-while running this benchmark.
+
        
+  All methods were benchmarked without any error.
 
        
 
 
+
 
 
 
@@ -282,8 +282,8 @@ 
        growcut
     
   
   0.006 
-      (0.000)
-  1844.6
+      (0.001)
+  1881.4
 
 
 
@@ -291,12 +291,12 @@ 
        growcut
   #2
   growcut_parakeet
   
-    0.386
+    0.368
     
   
-  0.006 
+  0.009 
       (0.000)
-  1837.3
+  1287.1
 
 
 
@@ -308,8 +308,8 @@ 
        growcut
     
   
   0.010 
-      (0.002)
-  1132.0
+      (0.000)
+  1174.9
 
 
 
@@ -321,8 +321,8 @@ 
        growcut
     
   
   0.045 
-      (0.003)
-  249.1
+      (0.000)
+  252.1
 
 
 
@@ -333,7 +333,7 @@ 
        growcut
     N/A
     
   
-  11.160 
+  11.313 
       (0.000)
   1.0
 
@@ -395,27 +395,27 @@ 
        julia
 
   
   #1
-  julia_pyopencl
+  julia_pythran_for_loops
   
-    0.012
+    N/A
     
   
   0.002 
-      (0.000)
-  1999.5
+      (0.001)
+  1876.1
 
 
 
   
   #2
-  julia_pythran_for_loops
+  julia_pyopencl
   
-    0.005
+    0.207
     
   
-  0.002 
+  0.003 
       (0.000)
-  1964.2
+  1541.8
 
 
 
@@ -427,32 +427,45 @@ 
        julia
     
   
   0.004 
-      (0.000)
-  1247.6
+      (0.001)
+  1204.0
 
 
 
   
   #4
+  julia_parakeet_for_loops
+  
+    0.410
+    
+  
+  0.004 
+      (0.000)
+  1168.9
+
+
+
+  
+  #5
   julia_python_numpy
   
     N/A
     
   
-  0.174 
-      (0.021)
-  27.7
+  0.168 
+      (0.003)
+  27.0
 
 
 
   
-  #5
+  #6
   julia_python_for_loops
   
     N/A
     
   
-  4.801 
+  4.527 
       (0.000)
   1.0
 
@@ -470,7 +483,7 @@ 
        julia
 
 
 
-3 execution error(s)
+2 execution error(s)
 
 
 
@@ -526,12 +539,12 @@ 
        pairwise
   #1
   pairwise_theano_blas_float32
   
-    N/A
+    0.005
     
   
   0.001 
       (0.000)
-  31745.1
+  25005.9
 
 
 
@@ -542,9 +555,9 @@ 
        pairwise
     N/A
     
   
-  0.002 
-      (0.000)
-  17048.2
+  0.001 
+      (0.001)
+  16312.6
 
 
 
@@ -552,12 +565,12 @@ 
        pairwise
   #3
   pairwise_python_numpy_dot
   
-    N/A
+    0.005
     
   
   0.002 
       (0.000)
-  13667.4
+  14292.9
 
 
 
@@ -565,38 +578,38 @@ 
        pairwise
   #4
   pairwise_pyopencl_cpu
   
-    N/A
+    0.101
     
   
   0.002 
-      (0.001)
-  12707.7
+      (0.000)
+  10019.1
 
 
 
   
   #5
-  pairwise_cython_for_loops
+  pairwise_parakeet_inner_numpy
   
-    N/A
+    0.265
     
   
   0.013 
       (0.000)
-  2049.2
+  1693.1
 
 
 
   
   #6
-  pairwise_numba_nested_for_loops
+  pairwise_cython_for_loops
   
-    0.276
+    N/A
     
   
-  0.014 
-      (0.000)
-  1897.7
+  0.013 
+      (0.001)
+  1664.6
 
 
 
@@ -604,38 +617,38 @@ 
        pairwise
   #7
   pairwise_parakeet_nested_for_loops
   
-    0.179
+    0.240
     
   
-  0.015 
-      (0.028)
-  1668.8
+  0.014 
+      (0.001)
+  1568.5
 
 
 
   
   #8
-  pairwise_pythran_nested_for_loops
+  pairwise_numba_nested_for_loops
   
-    N/A
+    0.437
     
   
-  0.016 
-      (0.000)
-  1619.0
+  0.014 
+      (0.002)
+  1564.2
 
 
 
   
   #9
-  pairwise_parakeet_inner_numpy
+  pairwise_pythran_nested_for_loops
   
-    0.282
+    N/A
     
   
-  0.017 
-      (0.031)
-  1547.9
+  0.016 
+      (0.001)
+  1398.7
 
 
 
@@ -646,9 +659,9 @@ 
        pairwise
     N/A
     
   
-  0.038 
-      (0.007)
-  684.0
+  0.036 
+      (0.008)
+  610.9
 
 
 
@@ -660,8 +673,8 @@ 
        pairwise
     
   
   0.052 
-      (0.001)
-  497.7
+      (0.004)
+  426.5
 
 
 
@@ -672,9 +685,9 @@ 
        pairwise
     N/A
     
   
-  0.103 
-      (0.027)
-  250.4
+  0.100 
+      (0.031)
+  221.1
 
 
 
@@ -685,9 +698,9 @@ 
        pairwise
     N/A
     
   
-  1.939 
+  1.854 
       (0.000)
-  13.3
+  12.0
 
 
 
@@ -698,7 +711,7 @@ 
        pairwise
     N/A
     
   
-  25.847 
+  22.184 
       (0.000)
   1.0
 
@@ -766,60 +779,60 @@ 
        rosen_der
     
   
   0.005 
-      (0.002)
-  2212.5
+      (0.001)
+  2151.7
 
 
 
   
   #2
-  rosen_der_cython
+  rosen_der_loops_parakeet
   
-    N/A
+    0.276
     
   
   0.006 
       (0.000)
-  1749.5
+  1811.8
 
 
 
   
   #3
-  rosen_der_theano_float32
+  rosen_der_cython
   
-    0.015
+    N/A
     
   
-  0.007 
-      (0.000)
-  1488.7
+  0.006 
+      (0.002)
+  1607.6
 
 
 
   
   #4
-  rosen_der_theano_float64
+  rosen_der_theano_float32
   
-    N/A
+    0.015
     
   
-  0.009 
-      (0.002)
-  1161.9
+  0.007 
+      (0.001)
+  1430.7
 
 
 
   
   #5
-  rosen_der_loops_parakeet
+  rosen_der_theano_float64
   
-    0.296
+    N/A
     
   
-  0.012 
-      (0.061)
-  909.2
+  0.009 
+      (0.001)
+  1105.9
 
 
 
@@ -827,12 +840,12 @@ 
        rosen_der
   #6
   rosen_der_numpy_parakeet
   
-    0.555
+    0.404
     
   
-  0.016 
-      (0.072)
-  648.0
+  0.011 
+      (0.001)
+  916.0
 
 
 
@@ -843,9 +856,9 @@ 
        rosen_der
     N/A
     
   
-  0.044 
-      (0.006)
-  239.7
+  0.042 
+      (0.005)
+  242.0
 
 
 
@@ -856,7 +869,7 @@ 
        rosen_der
     N/A
     
   
-  10.516 
+  10.108 
       (0.000)
   1.0
 
@@ -883,90 +896,6 @@ 
        Error Summary
 
 
 
-
        
-
        arc_distance
-    
        
-
-
-
-
-
        
-
        Benchmark execution errors
-    
        
-  
-    
        
-    
        arc_distance_parakeet_for_loops
-    
        
-    
        AssertionError: Invalid shape for IndexMap: shape.2 : array1(int64)
-
-Traceback (most recent call last):
-  File "run_benchmarks.py", line 184, in run_benchmarks
-    record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 130, in run_benchmark
-    first_timing = time_once()
-  File "run_benchmarks.py", line 126, in time_once
-    func(*args, **kwargs)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/decorators.py", line 19, in __call__
-    return run_python_fn(self.f, args, kwargs, backend = backend_name)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py", line 145, in run_python_fn
-    return run_untyped_fn(untyped, args, kwargs, backend)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py", line 133, in run_untyped_fn
-    typed_fn, linear_args = specialize(fn, args, kwargs)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py", line 54, in specialize
-    typed_fn = type_inference.specialize(untyped, arg_types)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py", line 532, in specialize
-    typed =  _specialize(fundef, full_arg_types, return_type)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py", line 502, in _specialize
-    typed_fundef = infer_types(fn, arg_types)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py", line 431, in infer_types
-    body = annotator.transform_block(untyped_fn.body)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py", line 422, in transform_block
-    new_stmt = self.transform_stmt(old_stmt)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py", line 399, in transform_stmt
-    return self.transform_Assign(stmt)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py", line 283, in transform_Assign
-    rhs = self.transform_expr(stmt.rhs)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py", line 39, in transform_expr
-    result = Transform.transform_expr(self, expr)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py", line 271, in transform_expr
-    result = self.transform_Call(expr)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py", line 88, in transform_Call
-    typed_fn = specialize(untyped_fn, arg_types)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py", line 532, in specialize
-    typed =  _specialize(fundef, full_arg_types, return_type)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py", line 502, in _specialize
-    typed_fundef = infer_types(fn, arg_types)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py", line 431, in infer_types
-    body = annotator.transform_block(untyped_fn.body)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py", line 422, in transform_block
-    new_stmt = self.transform_stmt(old_stmt)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py", line 407, in transform_stmt
-    return self.transform_Return(stmt)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py", line 318, in transform_Return
-    ret_val = self.transform_expr(stmt.value)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/local_inference.py", line 39, in transform_expr
-    result = Transform.transform_expr(self, expr)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/transforms/transform.py", line 281, in transform_expr
-    result = method(expr)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/type_inference/type_inference.py", line 149, in transform_IndexMap
-    assert isinstance(shape.type, ScalarT), "Invalid shape for IndexMap: %s : %s" % (shape, shape.type)
-AssertionError: Invalid shape for IndexMap: shape.2 : array1(int64)
-
        
-    
        
-  
-
        
-
-
-
        
-
-
 
 
 
@@ -1007,25 +936,25 @@ 
        
     
      • vWbXtq52!U+1b53W%~poNC)SgdGkTk^9Zpov|c6X88E)
z#eYLLN}K*t;&{c!|8MT~Up#smZzj!&VKgzzqd0UB48dnp$NZ>--ESTAZ5>qHvCcG?
z_STj~n_lgKsT%3Zm~?+pD0gLEF53v5q~!g3v)t{s)~l~r2xosC*PL}{l*GjD6^yUE
zWA*e;FThtCVx{(Ij{&P@&{~j>VEoN`0e?_}PrJ}9BDTo;TMiA670#)X<{cv=qo4^$
z7d_3{FGwp9iG%1lv5v(71>|FJXAyNcsI#7z%b99m#32+y$n-Z>(%(=fICT|r-un-7
zYHA6f>GV*=60gT$v#+PsuXXs4iWFQy*Qo5mwM^mf+l<0h(pTNukGP`L9e%z6DKb~r
z5g!*fT<$z8`IS7MSbW45ldKDm~Ay8G@QP*b#?PL=o-=1b|n>i!we57)2Bm6rKcVFTQI|M@KiQ
z*CEOt&uNkCogyK2R@!sOZrvqv)6u+(6IQ_d>XDT7)vclxy$^0^EJ+|9LwI;1$rLb~GV{J`MOv3YXKPB6Jp3>&OloGk-S~B{i*8PbNu5}`9cahsO;{U^sh8Ajq
z5FsQL>_vsl`XILLzWeDmv#&iN@c5~BOvE?l%+eL{?DE;_B!##eELZ{muVM64`!onUpL2ON6wEp3uUAjV3eqcRDz(jHE+b4w1B0HRB;mtxCvDH)za1I2K4sz?GzUI@)+i>ni{zY2SI#hl6Dyc
z$1R1e+=Z>lCw8=1?_F_dal(Ff4h~tEy#8S7rGsKuQdVY-;^?j&9z8BL)-3maiu;2H
z@=*AiwDIF>R~~u#uDo0k;G?Ny$Nd#4ueuUmlvOd591eTYTgp+#Hdi;J@f5>bkj+`I1bSm)B#g_=GsQ4(pW|0MnI=6rKW*8dN+xNk|!Z
zR?^|XB770?zA(q)!jmu8Iz5A12JFq)+J%MUGPiV*!cr*Ou}~%ex_p}=$!t(4fd{*y
z7j`3MA@9T#AL(z3NYAayA^D>yGmK^@R*bahG
z^F*UA!iwpPnLve61)jBE7^|*`1LSBV3aPtB$!TeFSV-)gocBK+VL|=Z9pg@(zW5X_
zlAfN9X?bbZIf!76Ib5HBYToueYM9}Qh&ys>(%b9$X_;wbcBG#0lG`G?_i^`)_w={E
z>ndDfNBd|3PXtR;cWC9>^$12T8-;N}#IoQ`Txv0oc8fCdBMs}hs-?2%}Vf<)`-xnf77|QFsQ*84=vQB)zGA3p@FKBs?EqKk%*Ka^5D&S
z*Z*tbrTlj&rBsCC#Y?*vB054b9AETu^78tqZ6QuP@nhf-I^L9jQhq*&Q1Wi$k>CWi
zDi;{j0~H>Zkih@_Ao6Ea)Sg#93$L-I$BJ*Utd=CTWK!+`A5jw|{ZEgzxGuc0)G~y7
zJGjwsH*9bhXRC{!{st|Cheuv8lP%POK>W1~u@#KLXyYF8}Abb!T%
z^#R>sqGXhmb%P>5efkvsB)2CnUM*(6HHT6ZfVirM0Z_@Yj3sVzP}mF>TLyk}L>K0t
z528G2Q3tDC{wLayT89TmpSB!)O?9Nh&3f;`14pk~X6E?}OPur^^dDUKN2$HYo|fo8
z>_y{VJzN4UTvYSlY4biw|7rzB7BC@@v<%=th#1^LaURVVn7;aj|GIy`ew%>q{^eV^
z-R9VDaPMNW?xIKqit`q(g-37mCc6Z?*gE$&29;fNGix5j0^#air#l0w?om6hN}*Fe
zdUH-W2Q)~RE{i_yaZ2&j{4KfcUU$*866=h)*z6mxRM+6(2DRU0?Va`b4zv&A3kHI6
z#9pt!mn~c*Xkr0-zuv5*RR;wD0?@m^J-hP%1n+VzHqQF83|$?86?2ziljNeGzgm%O
z7LC@@={{W{S$G1Z^puOuUa767>}d3U;vHwFnU0vf>v?{*!f|mBBzRv=JP2&8bIvsV~Ok-`I7=+sMhQM!s6&YVbKF
zTjp!QO2)~+T2Uc^-e|2RCrABMS$X-$Dt{TCtMwOF%Wk`EbbO|U`)aS?dY0=Od=faN
z<>h_i$+Q+RU|=qkpN@M|=3C}F**Kx%jh_54=&5Ox&Of3`O&7_
zWmdT;avjY*@K&C!%3PB&3+;v=O^_{ydMbcf#sw2PC<@LY?i?SuY-nI0hb+_6V<0at
zADfq_h8)K_C^kRBl7iVBj)nq!@^5#GXgGf3RQ=
z130JDEe!6CO4k&PhSbY<;G}S>8E#91u*x)+x>jKLA){Sa=wNz2oG)+z)cJiMn)o&}
zQBZF;|CTF$P0irbDvE0HBHy@^5$i72?uMmP=F+9F($#RE2@jo*TBv?QYOLm?a!=-E
zp8LNMqXgZ~4PC-Yp3phs!@|DCbR+18PAoi&#wizhPaG&T{j_DNP2Z=T-9K7ZElehI
zO+4eV!Mvd~t=G$NIz&p@@LHki3tlyesz;BO%)bd`Tw$rw$UAiJC;IzuMQbF>;l!{o
zVPf|O7$>LG(8n)?Io=}(!5hvCjCe1;ej>)bjo8fJ4wphf4j)mADaZ1%$ukFQ^sPIO5;*(3vwv%okXz5Rw^T)rs
z6VDSl{^{%2OQi8^ZoF8i28`Nc4Oy5Q(CP1a?aqSUFsu4cB!cuM2-B=-YFH3p?7*w;
zan0VfccIwTYMswd&zz|L0gG>5^7oCikU@SUN(}J7CL5Yv*J&-(2sIVzJLl(t*KgXX
z5TA>$yEH}a_^={n-I2c+1$e~??|*#Lu0I8ne@UABi{k!YaWMPJ`WLUu$B807{{HMC
z<*Xs)oeM$4g{^&Ts$*=5ZpG4OE-I}vF0Ls!WJ?ykA@juug%T$B4>|wzzeKtJ)nPF+
zrg!P``A^hNoVO&w#=`F2vf$2N7kOj#9@K0;j~};NA6v0I=TCEf^?!08{i-s!@9*RKFYfg}pAr}1R?%N({r~W3
z`tLmYe`6%yWUEuc6c<8e$9x_FuqU&>PW!(RrP_|UPSK=aoLTJW_qzz^cL7Dr|FW==
zdv0rC#OpbIB4pIIH+%yn3ouPb^{#+xAp##JTdaBgx+#!I)G;|=bD?D
z9^1TeVT7UZcgAYdPb*sdBj|5MD|aaWNyoCja5UcC%_t&0*JsY0`6FZgQFsqvfC^B}
z{F@r}Sy`Hf<|y@yjgCmvL5@SORZgi~@@L#Svu@`+r%PboonjriWEMMeYDADpMN*g=aqlG-F(xDpIS2pLjns{}V>Cmxl8XH-
zXUrj^$~ckGxw3?Jayr^NpE9_`^zZ50=?$N{wZNg@T2J`lSR*h0;HJY@drjh^N))U=
z)y=7wEY@b%kWKjY%e>xT{+6Bz?kE!e#LOcu^KZsx-N@!Y2+qgHzk`4O?PmXPtoXm{
z4J%T91c8~es+K&u7frj8{)a26=+&OV2bQb8P;$kvlGlKOsfE{?l$$tCk!%*?I;*OZ
z$&^@_j1kJBO$8wM+z7pLsGMKc%MzY+BJ-lH*fe{g3cbLz?&24FawrTTG0_v5qdvc;
zDKU`M!%pby$D-*u8E5$rdoh?CbauZz;F}l|Q$bFwB920ET>|!_HE8;fvQ;HrKC6#5
zKf|kVn#>v2-roiAc9hKj2A89j^vLcby~;30s*!4(99aq3R~=nBD82Rd{77>Ot^)_)
zBOJW8#a{ze6sd;6S^;9I*@i5fwOcfI&mxyHJw|%O!oqfu_9am3=x~`j;5*e7?l}yo
z-+kVB^6@~yl(AS9v9!TdjZQ{B+DqziAmpIkqL)7-BSQgq0XJ%&ndhs@xSAcuM(sLxrG|KpwUorQ(>MVS7T-4*yg
z(I7M-U463}2c|iFDAtC(G9zQu-o)g+yF{A#YzbdA-)MJ?lu-Y0e*HWEbYY&DahjN!
z<*Npqlc?Pxvm&ME5h~uj2M+v<>Bc4tonWnYea$V`G+=bThi`r*j|7x=J}&Q!KeP`n
z+GEF#amn90`;10Qzzau9fUydXLc7GB?+edkyBhUJ6^^UCY`w7=#YDtwn?t{;?yZXx
z?7rmc!1R!VbCPyLSOr_dz(Y53ZCBp5Kn2XjKoEUHl
zE(CZx`~x}`ZkDV)Z(H=D$X&RwL(F`;C>qOZ(VD|vY(|a`BP5#Fyr&S3Q^Mwh-KtGD
zRGevNn!5le@Oe8)2@SO{pCQG#%OM^;!_`u(jx%I_TqZyM6FnskV@b!YCuC6oxF5zL
zar+gS)p@6d)B8Uk>1&!F<{I!@a<>TSL2^1^4}M7
zY3^voWV9d{&NK8o#21tlw3+_EmSin!V4}S5E#|_-g6wq5p76%vVy5&?H#I+=DeDSXTSS
z)Mh7oH|#sq*R*e?w_bH|z^j6wXTNTCu(!%5A<*cdK3?Bs906)WzctB`eJbHx?zVo9
zPu2|~UtSA7`2FVOkKbSYc)QJ{3&HvVG*o6BpLU8%@s_FChY!tMiz~Ik1m}FYy{-9o
zvvTUwm@RAa7c}2xsVmCV>
zXR%#$!^usQ>7y%BT-Yw^#3d#Qgm%CbO%56%;u^iW&;7q5Y|HGh29_Tn#r9Mm;+b#YNqZ~G6r*xjMf++FO^&bH_KkK$`+6(*ir
zVyKE8@F{4kErcgolpJ&nK~%Vus`F(N@E@Wb?E{A63OqbKadC0xxy-g|l9CUQ%H`G7
zKl;qs6@3t%3S@fEx@Y{9cRfw3Z#!@6wOJhSU`!h571gbL&=Kla(QazM``K*go;_!9
zs=)fBWum)ICxnnEOfhReLu~w{GYIk-32)>eysD#%6n?aV{x!hC3*;Ora-0b{KY9bJ
z?4wcAH3Rz#IdLcAvdv!JI-eG_3HP_;Dstx!dqMD}gQMr(CQIG|;>ddQ2FLSxaLkRk
zwDX2KGUlaRzf8lZc~j{0wfrCIHwOLU;@GiGdPxr}&XGF|mpC
zJEB8`cJMFq{VL^K4Y>$%0_%eVN%M4xtEJ~Skt9a&bFGrmob
zI>QUyk@*CJ;>hsxV0OJC(5j7o2<3x^5Td#XSBpcg!+SY)-Ny7nR
zi4V@s1n}retCo_*=~g%(V7FRouE&@i!M;rgfFMYp^CBmB5cCxr5WS5K`)<-3d9I4PF$Jwp20b#;==rjGNkw0CZ5nHgm|VN&W(w!%yQ{wJ
zS<-e5-Z5*)k+psbs;Y+g%>#AlNGIn)ovL1P-33AU4Tk1aDOI9Ieq$ML`zlp5p!oTr
z=b)4;?}zXd;-{y|rZ4ge3OWcj>8-P)nF=_qLU$65)qVT+eZ(?I0C!1rA4tn%A3h{x
zWqpEUQCnYM-x`E@fS0x7}wZh0)2lsFcRaGr`0?OdM9ND=)w8I_kD>@$=Akv4QFrhTOoH~Pri>u@qY$KJiEc=JYR
z6najDg=GiF2Vurhv9cOjSr~;~d;~`?OyO|kt7rpC$Avy2k#PzNes&sv&D2Pqui`n5
z6OO@wP)%rYI@N>|#!^u%DM7M0)%!XXS<$(3EYPn3l*3hYACJPe)Clc)gTIEfwASja
zhf}!Jb8eOS-YlM5&S+Z%2u+U9i$BCr`JikTO$m2jTK8{m-?Maimoa|N1^ImyE!R4O
za=>k@n60Z=(c0~#GC`6ABX=GAXY_#)3+LERwmtLxYDUoLGt?#S_Yk>ah#J3f$@Z`
zCuXat0OKnBHV7PL5=SBwTFEoei_6?SE*Zc6*vs<4x#{vbHc|8M?C=Z;Ak3lIB3L>#jCJGt=_Zvk}{N>
zyi1LP)p?yilY^(4b%S=!H!lg&
zGXBx;kSOu>lEY!4gF}E~x7_Uk1&9r$cHzWF6C89Nj*^B52pCG%p}lj8HwJ4VEk_q=Om-UoE%uL}|ryoGC<(;~()YoEE_;
z7nRwa!SPr?SsK=v37$7PHANZSZ>mdeJFNE%`|8fy75muOi1NYQonEg&j##jSnV+2T
zPa-B!)`%Ozs*V8%X`pZ;?Pd&omKSi+68XI&Sh5Cqq(}B)(tYnNIxqGHwM{&n(X>e;
zZIkfqkke=M{s&Fx9oO^ww*Lx+vR4$5O=zhQ6(Ku2vl1CagEUo&G7A|EQbtx%GAn6N
zq7>2)4H*$iOVRi}ug~{)-+$bX#}}V^zhAHGI>&Jw=W!~{_5D*1{}%zh}VRN`{LO;e8n_e`A{7WF4{^4kUy{c-*72J!(<;(XJ1s++X`+J|z
z;_=}tgRP>DXMcSI`mpP1pOwN+M97?I;6q)1O%l_-)S1_78wswQhp~0q;|5fAa-({?$$k5bv|k=}>CzM4`^wGlsC~2S6z3TkMe}yz
zKOP!uO|o0DYSmVce?=uK!-qe`dT}d5W{G^WH1JA{SdtXeV{mZHaUmN-5_zAbKHH>|Vf0vnw5zJP2tQbDpji@Ng$Ikk;dU~YVJlwK#PQ9ygU4HMvg%sZB
zpm~cH-6v#C`FZCJqP6j{)T<-!WYU&z@+&XcdgYuY(h|A54Z>^(1D8BLLa){L;8RbB
zhVBqHGr%YBm}s-c;P^gAt>sMi19#b9`P}j~^cLHJEi42{G^W(q*vDf}`NlkYD2Pus?)K+T@@!}dk@bh{ti@Y|T7
zzacDarfiyAxTxjvYXmu!Fu=IjzRCQaxW27*)ug=2m21~pi%mT(6|?njgJ`{jh*kRA
zsy^lY>Yw)?x7?iMXTfoe#*Xh51D4wn2%ZuKm3@2l>b0#!9SCNpV)`KWMswlp!EMac
z+VNgK>WW{$rR&$9Gc>ycy>Dh>oAZnN<4nmkFqyneBYOTjR3P&fF4Ri5v!=MPwA6B{
zHmhWk_z~#S?sr?Stb&ys$MzB!+38=`CjY5H4JJ~haDvv*Ak>D4$W4dUsPuOI`8_Ku
z&(V1lF+}+Tpy(cFJ0z$OA(1u1sIhR8!R0#Gk?AovrXHJGby1up4jJnRCReV;?;Yi5
z(FFJ3hjZ?I%|36#v*ZV5W?JJHz!$Z^OKkq5V*e5czoqNf?-0pr%C85hKx|t@tPR>z
zTdV|84iCHEfWiK1f_h09MM7$o4g7LDUZbZ^p4^CSliSsAw}T4N9B!h5>D#a0W<*Y|TOOgXgRy3i`h&zIcWM%c#>Zkoo3usxk!iL|+
z0JY$8YyAXK3^7%mhqtK}rG|z^ENw?N&lsLtBR0p?jAuzWKT{~~ily%iKR{0to=t`C
z;P-uW?SwV{O;kG^A03SwuJ(8s?jZf#zY^;5Jk+gb4mat;;>!M0UG9iig?+(xi~$;$
z9Wr60;v8+>J+e!VJzw&4aPT$?G>3a_zIx5cis_vmU75z>A5m-Eq!h@*rQPcNgBZRa
zSNO`$;zv_-C(N4Kz1iAtz{KY-Cw)C@?C9&!Es7juhJqnlg!qQVwyjk73=x{=VPzXn
z@&0qK%%Er#3~QJ|or>FNxI+Rp=NBEnbq;TrJ8Uap`qSat>!_5ai22*
zUq0uMw`w;7qHB2nQ+sU`QBMSm@4*g{RT(@{7PTZVe$#E>&X4l89$x4@*sJ~jG{Hf@3;PH?BkV@
zCgw2xcWHLXkLU1h`M^-Sm52wFl1ZYsJACk94EnFab&el4Aq2mN1hoKBI>o}K=&0cp@O+CfZbomv(&BO%x7yi88vqS3G7qClB#UJjSd<4%D7`@D2a)W87}Jt2}ZM
zfJ3kDx<-G92vmG#1QEG&o`Ainc{qiOOq%th+MxMauPa=>cVcat__G;$THZ2+Ktmry
zI1rDdQ?C&Pv_)IKp55t3yB@y
zoi8Va+bQ|!M&NX{->(m4$FI9Yio!Fd?pwtbMx4Y2dhlEM&l5bh`jzh+zirvdm1_`IKf-EO3uUP*)$X{76W_XHspq?T(1UNZSvT0CmDiN0
zKBalxZg7Y-RCPBEyro5}@{b~Xx2sKB(frk}ND!bRX@mLYvy*((2aHmvSWX*X}$TwCbuuBRfRIM?HP~
zxH*2=nz5<>+^AnppE$8WSXK+qrH>y!PXDTYRj(pi_N+v@-5m^-g#Qrv>Fwn+>#uX1
zXP-EE>eOWbHG%TIE_1I3pb+bt#K<61f@|mvUJH?yY4gW^0F4W-`nvlTd=>GOdP1ATi$=K&0DE?@ST@KajKas`isHcuWGzJ2pWi;2Lk-=aWB>}6bvt?
z$@%3U7;$|7lxuSFG7)x(vVB#I&x~J}@^`Y!-hp;j4&NI0)aJ8kiRM;c7%SIhIcaig
zg^dIr#^HR-DZ5rCm-EP9i2+A44bghSuGweF9RlRDj35|2&%{u?9mR&A`@&<^d9{rg
zIda|!h`I4|gk2S0m37E@eeXF$+MTj(oG9S5VFP!nT(IEhb~?Ilm$HASL>aM+hr=X%
zJHq2Djb5{=<-Y+VVKD{78IFz0H-R>Rc=a4Gp%N+aGVW^B!!HB4l0IoClvF-w+WI%gEbHC1CSyfL#k;W_K(4*zyUVJJ$!|j=j;I$riAEo*S
z7|CoQNDDows1$_Uk_Qx?ZG}Kp_Q~n>d;SF)alUit8lvdtmcQ0cf5#6OGEz>6Wd!0-0gPg7GPyD`
zwk}<-bumWj`4jV-JsP5>Tt8G<8S3o+XNx}=JIGAu6CFD?tT$MkY!V~0=Es1Tr^OS4
z3og7evDh$V$SV`CfgLU%@EqkeYPm~MiBeU_*r5j+t+xKSyY@lx`=EzAUr=
zs{)oSTV_~XTx>Y3N=f+w!TAlNYk}i$-n_XWEiH{fpR}5q-!-NySDqn2qt5p|@X5-M
z>pN=Hr~@={vzU+`7ZezH?9{0~Jz5;>&EBr7EPlECsp;4Jz&MNZ2P$YgH*VZ$NTF`=
znG;yS@xQ~yIeR<1a5Bs*-tW9Yg9ZsDsk)X{1YPLyy?Z6;%so*}=u`e&CT%F6_;cgn
z!A|fOy?PusR34(-6#De-+f$snKo!uu!giAFk;CJ778XRlwM;F*om);<%p_F+oj_R|i=hlUP93@waD&Dy2fDKg^U
z^SJJi?H?8xu3tY0EcV3w5kr+PAeaz7t`)??aP~y_t%zDXhsYwlOBvUmT%+|zI0F?uv{k_+&U0XrnE28v?~mPO=>wnj0-Hx+8vg&%sK78fA+9=NRIInFOqhyalmMWFgn;WKhr?PP+B`YKQG_ulMOcV89Y<
zYZZq40(^X=SDBa?ySeEu{nWIt72p@-VT^nTagO~aMpzu~`uT1mK$0@BxVoB}x!CWq
zg(Bk9&z}ouX!;EEZ|h$D^KGsgK3ua1%HoaQOT-J$2e(HVY-z_~Bk`J+>6@>Tdl+rt
zYffWexH6Y6Gb<}d?vr*f&v1l-fz0YHfc_rn30!vdeAht
zQKMccOdqPOJZjvyqqsQvJ_~zKb
zTh`{he}8uUWB06$o%DPtZfAb~{(aes6|;!FhIN*|-W3!un>9#0#`z;GYCTw$C6<4<
zG*%CxkPE!DWHbQAVOCQZ&6)Gfr`-U5`gYrZN07wMUON-p)Fc
zCqoVnpVG+8$8Z@LnK;)!F9Lq`lh9&<=}y5@7@K&UeEjT
z<%`fW4VdPp(<7tktkE=&CmYnT`&hbSMPCiGpy1#WM74R**#QNx*Tjg6;OZl8Ngj)e
z8c*Ij#eyz%e5Q{Ma?d
z#`^s4jaF9kTwGjo5%6$B#pl`Uc=X)4fm5Ap_MN*>EBl2h*Ni7m_A&RFlAv+m0INLb
zG5{g|Gei4LoYJEzJP-HyPa
z&&pN-w}WF2KB}Y_%HmhCPT&%e_Z8O72M#>T&p!j6HVb+OjCWYXu$3!UisU5F{i=a_
z2`N_O6>j0lz`$pr$!%}*^RHlPxYXT!+Gr>^EKdV{yB>GbaA~U9L?7Ip=N@q7%E%rW
zL8CWk1<&L^)CAq9PLKzttS#C8`f&$|9HyDK(zYQH8aCPflW<=PIAB!zC`F^yPH|+#
zJc(T&pLD{SNFe#_gqHpG{d;1*{xiK)t`Ph~;0eb+zt%wjZaAd)_#2hzI1>6n-p(un
z?nZ0t`RYMOvi`-bH$>3}x19WC>aDP<5Al3gE&$cSD`a(W6v0&IJkHcBw{A_qgH3f&
z4mBxN`%q^mr{=@sn!irx6mKt12!c|bL1Pyl9j*E$$gu8Lz?V4gPk2hobnzKIJtc16
zxnq4|fqqOrte|AbSZtR8am|>VtqkIPR=oG+B(ddQhejO+5}*3WhwpqTc%eQO>5f6Uxa*$
zd7@BGfgbqhIfbDSr)T?g=koV}By&{yE?u@PVQhE9|I-5W?vatNTC6j>F3pxzga({d
z>nED#-fAh!cm%
zRcuEiYnJ?*n&qSys_Q%*uGBi9c}VebA_^X<(;u3cT
zc$bU(bq=Iq1wos{=?r$#pBHkFjGq1}>f*(rqeqR(A*EIDU4)qcMgq#veM`BlyzU;y
z*M5--BeQjXrO@>2%a>Wde*N0@_2t0b6;CUdl2tBUyf}kvbBR)nk(V$EcQL>xCe$}>
z+B6d@A~jNbOsenWLob)FSp(v@?gHl*r^y-_1zBp+g@~GkYrQx+%a<)XcJt=AJ)l=?
zHA*>R^6uR`acc>4k=ag@3Yf^j&B;9TMsqNR^z)MABX8cEGh>GLui{5z8$T2mhjKzI
zmr^I~*sR+~I&5Mnf4j-1~IUhZ6z}d9r`1~BD*WLK4
zyDIa>(K=kv^1~e^~eGwQECoI2`RuD39YU+eQjbh
zX~~;b<@DDup5_*Q#tRE|$X#mP=t~v4R_iP+M;tkFMAb4=zOVP=UEh{eR8(L{EyqsN
z>D#uAp@(SiS02q1U*U@f)C^NoC62kw;3JDoV=cSr_<3^_5l(pb*Ra%Ixw0RLOiF8P
zYvSY8FGITBwArvh8KkQd_B--
zmUDBX8dO*(zjDmCM)KPvckkY9yK7fu{vS^L0e}D5oX-~})s8c`?=M5Aj(s-cRd2Zg
znjKG{J{?)&l>74*8UN$Qr-%8cn;-w)Ze?vP=j!UpeU}EPNuw*kYpCQ>YbyhRX4ck6
zI1ZA>MwUSsrg00~f0i%|y+7qlwk?&wFu)VcwTx1_$ERD38hn_3DyC)@rT@kZAKt;o$A_&j
z5~%JJ&dE}y)<@M&lHQydxR-j*9Py02p1a%BSq1l#|5zXfc?CIox?>#Wg{p>zh4bk~
z`w8n4^nnpxL1RgXm0Lqj%?&#H^&eoSEDH^!w3bYhjJa`REUT{kv06RdwvC!O@;$Yg
zD#EVDfB!77A~3nXV<3jfgO7z%m>bh$+1jcijZ)ZjDKf-3sLhr4WUJ_ldfWp4^y=Tg
z4Yq6<#Q>VZ_6dWa2@Ux5L1$YqOEzSA_ziG#Dr+Ac`)u?6_9odU8)614Z6w*3mY1j2y!*X#4+@H$H*YNdNlbHg
z1?`jQxU>7@$&)W|p}qbo>AB0HW~r;p_doTu&}g8dV(G76ejr>)uU_>amq_`%i7To7
zl+lZ5^P}kgt&Ht|&!@z9^eIk{>XeWXuLGgziQtgDv80vAw3Va&t6ILz@pA<`<|A+6RE>gDJha&LQkKTo;r0ZgRLPy7d0y068A;i
z0wmnLxYV4S?wET@-M$d#a@tTinXJ;Gq~QOmzBd3u4%7ac;cK@bYBuEo1sW2_@7p8Nk1EKlS+nL|k3rfy6!{z`lM)wl%kjJ&I_+=8
z&;+O7QoM-hm>2^BvSdPG(%Gr5eW?THT1xPBI~pqYV9>yy6{jC*!z>gok-gmzW3q?d
zYyJptKfkU}C^;KfB;P-EQm?bp5?|n1wvU*>N>pGpf-Y_^QJOXH=HN}$4GpuPpLsst
z$9YoR_l<7(U2xwKAX^fpoPp((Pqwyp*vl$AS&ziX*ZSMK4~6KWlt
z-n1g;jJ|z4g>{}1&jM_%wrnxu2uLIaUO~?ngCQ-)<^5w1C5j%CXfr}rDn!arP*?1P
z%dtht$;~z7&2;E=m?tlyis7tT>=kJ@V#EmfDZ5pQ_XNI*t4gU6Ciu`B4zds3B{`<#aGPksKpGnKcLcR95}vYjHry(jKdJX&@6)QB^>
zckeC|4$c1tWcOaKCHd>A?@553v_>4N*JeQ#6l;v}`--@n`0vu7m|=6nRja7?b<
zQJg?R>fXP9hC5<|!2}@qZ65-5GM7Rz-5iF(EAeJjRNp(M8m$wnL%wtPUF`qT#qy?z
zFq8$!9H{{lch{6xknI{#Ux=fDF`lkR>)EV_;?Yu?ABp@3B&AAwo)&>5`Cd>l)e%p!
za6l`fCGT<_xq*{=^S;^NK7&>Q$)zk5iB=vhW!aA(a;B!H680@eN^H-ZKK&7Bx?Q>*
zC&TOfc_j*i9NN^!pH0iSFd(t5n1$|JMF8>
zLh8Xq>wXmW8Zcmhs=E4gepMK`sGuNG)?txI7#xcZrCHZrB0DnMu)zzbB}oZTVre=M
z#i=g6lR}=}Pe@S2P@NMx6ALc9GvEO;MwydKfRT;jn|tl23vG*qNw=oND-tHa3o
z%;0JsfGE%h7R+(`5O90a&M#=O)9RkN4%T&VmZxy8_z?*Q
za>N0pOk;Gr-8f}NmzV7NQP6{*UtL?9iqTDyoua^p44NVuicDW!jJj6Zr{~C#BgGvA
zw5)n`g|A9I;7#jKWzK_=B;L{HNF*VDHZwExt!qA4
zAC>F}DtZtfe-ZhU#HaEXZ{GCk+qZ9h?-ux{>B`4dM_fl&ac6rGNg*6OR-QCMpe*J5
z>dHGge=IALT(oG>r7Kq+-(Q%Z-n?1czWCuz84e?X-fD?+tLEAf0m;N1_$tYCyCcIJ
z03dQ+y%K)Z*o&y*zx0g
zX|go8IYISYbG(|`wqVYjy#QzLKYRdUauoTLwol^IpuTx|dA7E;Nf0X?io+6Kl~JjX
zw%YA-a0q(!ZHDcy_md77D&JEp>t-$FD=t5+cI@bib*k1MrwP|_sdi%t3?>)a@Z4sw
zh#=Ryt0+vtYHcy5ee(1vwTY}(rA_wdIA60Yh43~xw7kd9pZ5p$-dnD-W!p9$IA%rH;v5;o%B#?Pd2m^l7$(51-
zAmL}Ir^OO1aOIFDY;qq>;&zRO`A{h^YGZY*yxNBLXn~G!Hae%7SU82;{OhsTXXEr4
zY(t+-%Zx1M05TtQ@HnTYn&F5L%07SYK$zIN^&qW;96JVvgDwqNr%-vj<2|eVu6VOZ
z6h~TMb1Oy*`QGWz2kE&h_B^<6;Ku68FQ}_I!2Hx_?&l|3^~I$2`?o~$t1+bX@t)1v
zj+J>`{{Hy(YPShC?i?G>UBqfa+tH__`Fl-xj)-K
zJnY{lr>PJf{M*-CZ*kcv5B>4R3aicfjbGc*ue`k!aG*2=N5)OoWYn)4(?nEhwFHb$xw@bUUv<{d)H<#amX#xn>wILd9wK
zhlY=fY+B_)mb;f{=U3Vt3_D$=uSU1_?&jl1jnW4TK6~z5kff~BoAaE2^#vA_
zDf*HtC2Cr`b?xc{$}(m7j=2go<*L)B4FW#SG~?5EaCCGG3<@d(7r1)$syuAUiiVSHxN6Pi5YeZ=~0K7W8syOa4W?!UUx{p+KkCZmq6f0)qO`;v7_GN7Y!aFsXnLE@y&9lm9?Y*}y6uy9Ze
zxeH3K^A-dxqI`CO<`5kkx`q71jg7oULL$f~1?3SYTuSK~tLle+&VK`Rl0xsYC{)+H
zq_YI~XKz42uQjgtLd(%Lj__!zFBOP~VrQwOzx9>jVPT%E#kyV9{!_6(XGdkj-nK+a
zx#W}-uYsCOBc~)MOM=U7uTzkCsB-x5;Z(vxctk`)v2mMa^VC=xs0=i(*<+r<+Y@gErNs01FC-uK+iYew*n0bR$%MtX;Q~!|baS7N26)D>
zo)Nu^(XHce
zrxX_U$8CMH`UN$Nhlgrt^x}W{k_T$POMVI;LYWJmAW_y2+i#?>ecj-Sc!p&0tH+)Ke{yYj|
zeXptQSnHR^BLP}?{PL6Rhf&3d$9*pdh5XesLpvXPkq6h3oRlQt`Cg}cj~4jrhNW_Ld7HH$H!$;hRMaeJ
z<;2F1vb!IsyEa%Ge44R+`#3N^8IWA`R1|HX%^eW*WlF4GzI?wZfhbp0W;c@!EG~w4&XBwx;nPL^sN*-|{IorRKc>0VjgpO*DLw+$V|x2{
z!|p+kW1|m$#MflTBaxbS4S(WN*CX|RqY;|_9wN;$;p|l$?tM^qNe7?4L1&2IxQ#z~XF{tOkOQC0$&G22CVBn{B(mCHv0Q*xSi+P-SUu^I9
zpRO6(U8}sCFFn{+D=UUJq%5phPJRVhn(B(7&3Z3
z`TEr>bIoWTwGbzqFdCLiRVTIMF9KY<^Dkoh
zNCJXnh}iG{CP{P}mz99@##Z
zpDL(f$Z$&gRUcqY7$@@GsNNre*bEC1Y&+aw^_n)>?T0DdeR?<6SAnKL^mC>*_e%4nD}3>_fOrKqTdB3I-K
zr(Kc(zXoJ6cBKU3PaTQeE>K=n)HpSv$S29U&H`WqL{Qftt?OH<0Oyqub{@4kmxPaU+3h630V&SZv}-iQEzB4G3cgAjF+aSWdY#=}UHHD;*DzT%agPc{>wy~|QfS}JxO3rh*XA#-3RGmq$
z@^-(?;W!u)whAj@RvyktIAN%4u5z?F_|Fh(P-T!DZsvv~HqbV^Sh0mU+C_1oQK8HN
z#f?A}8^AKCQU!@)G~zI|$6#GAuD!Kp77v25>Kk#X?r*(S^83G6JoB&QzI`jCI%;pW8FT8Op)%j=0zmN_+BUJnSd5;depNU(
zZBMY5w>Odl#0b2^QA3A%s~Nd>>=jN|gYc+xS}=Mk&Jg1Fi&QN=4?peQx9=c{;mH*OskGC=y
zDv(1_FYn*98%fCE4juNlJ(n-vG`a^^cE3Kod*@J@6x>Cknf87K?_b=1+*e=omp4*yB6{!V72>b0H^h$HWXl_>y*e6la@f
z!{hI7WwvzV@LTOxtzO+zV(!9)BQ9u{C!tN)s2*hYXe~G_pTd~9D^^e9W2hSp8N!N}
zr4*HG)({Eib2KmKgCJBuUdSFt7$u9G)z$Spdp)Fz2Y*TQ1V=WFnq=M
z`fOSUp`>INt+~rkz465pBN%YTD*;c~OME-TWZi{iVBuMvWcig%uE-G;|D&K=O-n3ayWvl-AX2}>4y-GFp!#Nyl&5hgoLx-=0mtqFU-c=
z`7(VTYpT`v;8f0Ta)YR-D6s%Ac5{u&1KnN|N@Un|g4z5WSfcK^RJD7*r8VC#`k(4X
zh&OcnhQ^qv1TJ#(AeD>#Fr$&UgF&|$OFy%0wlj9}IBuy~{#X{V6puQbqarTQ|0&@N
z?Sq@dH3VilXtd*px~AqO?2C<|tR%zua=B~t3Be16P=hh0AmyP$=O9M1%nn^Z=_Sq^
zr&qApORk+{2l`eLi$c=AOW;ZWOF)3Ifo&iMv^SN1(b
z`h0`zP8n%?-%2;rz)`8fD~Fzx}cDdrJOaGMWJ$t_pfN_tRWF`NsoVy+hLIM4Y+g>ibWKIp%aS8
ztPoU13QGxf@C6V{vxRa?Jt#7C$Za*0jf=rpjYb5-Og{K@L+6ei!#q7bM@;p;S{9RX
zAEn35EpUCgH&#wi{#!C2nzc)FgxG+GdV*Ld!pz^0a-CV*7Z{2k%HxYqwxT;&pv!O2eGU7%%sLq(x!0*!IBC?9FG9!<^ujpIyaF%#fM}oYA!a~_X>|3
zJQz-8eH_Jr&?(Y{2#JZf@!}|pj7@1QlzPA~V*6y5yqUv##$CcqNiM2+CkVKBvQ#`m^1|xRIfUGyd?n7%r^?ECte+hWdah-OgrzX7I9)Gf_6NJ+
zJrA~aA37@C?h*oJL;D#9fHNYPxVgDqg%AeIyBZyRjD6S!B0^E!qZ<^7Qpl~4-t>|X
zl3sKQ0Y{H^5%PUfg2=ogn=pH*%53j{~7twS#q0KJmhf_p1F(
z!Kn$FVipN_7d(Ox_9+||%9x0VS&v&96qo|=I&i?t%S&7oI(>ciGCY2)*P(rTV}|+K
z+b@|hV}|Xh>hSId4Mo8s%E*Tg9&~(n&S*!$@7h|6{NlWy-~A59S;@4u0TCM00WhfG
z3&=Qwm&5S-T&mSebkeVQ33G<^T#OcaEIu-W(`|#b~xi5|7~e
zu@{_fFfh30oMFwLK0VZC^l6Kajn$x)P)jAS_Z1hO&^DS%mf~g3m{YGQsIFbVeuy!%
zDffO^p;yMr#4Ky1OY9e|I}v%O$_)*X^a@$l+yx7UD=37x)ZdC9>2!X5&JhoZ*0JvE
zvKnXabv)nd_+Dq^g5dU?U$~m2?Cfs9GEXRXfN(o;EYflSg*8MY1k|6Tpq-17=j;^6
zt^#i0^HC5%3xcq8IH-q^wTF_DKlj!GLRVgWV@JA%IfV-Cs-!c&wwpwe;Hlkom_1cq
zR5$q-rEJEuMh)4>RogTtpjXeHf%B>%Lc3gBc8GV}?%3Dif-pouD4DPoykc(q4jp2m
zCrCVd_RP~nB@Mi1yscWIW7Qx?m>Bfn2LDVGoOYC;d2LaG?P9I=XYx*dBp
zZ=6v%TU8FIlA4>_n}F0aH)e?7v&E4>etDSCetY93k9yV9_iHayZwH`~WC6%&!+!dY
zj-5iDn4Fd-4PuBofX~%ObuTDYIHD4`aB%-_Ch-&2#r5XzS--mNMA5X8KR_V@3+6pBxxE6Mh4Wo@$X+{8b2!D6uug?RVPl9fsWbI
z!95SEveU&tkBFL_p6>hkPWdfdKn9@2ZZ;<<3aro2@QF;!YcL5R8veYnELDl-ix==b
zMU4kJpo<#A`stuDCibO3yyXB-k#4Y+FTy{UmU^P|_(%eybw~!@NU~cSaH6TU^jhZE
z%%Id1Z(=EGBv1F2zcGf1ZcZ5xzkDJS_b|dB0F6e(`)=nH*!&ZjH9$&lcI)?=nru&s
z7X3AALV5&M+fST2bs!}4UZMmTPYxxW8#7lbnq$Y0?|R<-?`Wa_Q<*S+ybl=#(MgBW
z1q;=Gwe?pANA^cRR0h%Om9XY*1o7X$^!?EnAsU9nL
z@7CfP`h)uo(b8JceN3xX>s7@7r4yzqz%Bw+cW0+JD3$)wrM;+DCb5ot@qa+om{S|L
z@r_7leiLWQY3b{GI^h33xv_b}dYH(EsaSiOyhxadeZ0sU_=YH6l8~p}r`@oAN
zp=RL0JcYYkrJ{HKWYapq+d4Tlx(1xB@tQPdOlNLc{l}k`?thB5*Oz1-uWoMIY0aF)
z=RMn=*D5SITl}&IZGVujflOPjTB}PK?qtw~j-H4m~nxYVf#3h=YBM
zY9Lw`0m%Y{sS(amAuC>kaU~GuPCXOa)#&O%Fg;-cxU9Uq-JU&rVEmwDIpG(HYhIVi
zJZ6KmcSCZ;TQHz%Du_6c4o!#NqWgdWhj=b!SXAsqx=R=f3RfOCt_x{PrN5RxeS*%E
zDHq{MtSvqS>VEtOzxFvNC&z47d;Nupy1?o8#}0g(RoR1Mu>^y~fX{gR
z=Uj7r+@{9&>K-!_#%?xVH+d%+w63Z|38BC~UtgKZ`+`pz5dyt_E^6B?TCR-s_RaMoKZd6xS*Cg>Z
z|6LNo6YQFr%m!XXS4VG8@bCWVplidA{`612xNx}T)V9tQiXR$d5z6_67X1#m%2-I~}2X<9upEv7L^i56As~u~X
z1idmKbDY!n+|iIts#0S^bLR5IAmyna5MiYe+hRCZ%>Z=PKXpJQDYTh3s5U4`&YmiA
zP-A1X+mVEqV&y7D$(1>mx_O*x_u&7N2D7GCheSmTxJk7qU}H2PXa|P^qz&(Decd*m
zsS_@1v9?2>vjhu+5dmtKS?9f+IMk__9?Sqe23|J?%!m#it%4~>d5UZW2bZv3%DmB$
zl(U;BZ|&U2_QMt4fEOya`N@j`C?@H;3xjNr61`4rg4fzjf`J0r^FcNkoRzNso5?
zBjWX=U8}CEdm^N`7*>?xnrlcyM<*6C-==x?g{b3q|NB%zCcJUuFrm0Qk<{@0tt=_|
zn9(qB{1g$50hL%2b`doP_$e}rwNo30_3PKK?$-weLCOA4NKh~<;a5hZV5+UGUdX*(
zFvs2P+ALkN1oy!-m-2Jxzj|!?d^1WW>0crd
zu^p^{b*m^^M;G!rgnkqzA^FH4J3HcpJKwUhTWgrtpSZL1a6BvN-ieE1V`IZFU*3<(
zN$Z>bKBZWaoDXfb=M%6YNdzlI@FXgt7{Dn6-(A#$<|j!LRu6Jb&A(&@br}%T)Eaf|
zntAO*z9jvJx1sX2m5FGSV>V57YZM{9`{Ae153@{60+Tw1o;@pvk_ERG>ii3rF13fF
z?AWm*wW6hTB1MM)z^P=fMn-OIfe)AESsfWL@p{H>5J)M(uTad+OOt!n>(9HQq8TFs
zgoj%?qBpXx)N!MIY<`WlC%YpC*8TgZs_ms?^T00|=lgfLi|g8OoWbeVC4@8?4(#pQ
zJ|NM8H6H8O+-OHUrn1re>qpd!To>OLFebA!JSwUyl`a*=z$69dHK>dr_@AVuiM2q`NWI=++_}Qu9qd>eS6RHbVXI56Z4Q%{6
zX!5R(X!WYAtCN^iuxtOcg>H2}i~7NyH3C745V!?vyfLTpEWEbL
zq4D&D4Md%qv~P;3cBp|*$pi5ysFqcukT5dN(&?(dWYZk`b=}UB*~0<+kYNk`Vh+|h
z^8NdpbLSUaXt(28{6~+2^hmmNzT4ftFEOOH8cKztzo**+pYQ$q^x01Z2SEoaS6^h5AVhTX8fJ1w{;
zC#kfqvjnrRXak~g=WGyOB;n9EI+G%=Ur#|peF!k}QT{V596BNj;aTl}doA3C&4A_>
zIayg^VQ-hy{6E5MVTsG$HV&29wr!n}!eCk0lio?lfw=J1Kqw;HjtXdMNU$xFqTwr4
zWbIxOinC~hR9A1@NPYIKBTC53@)O
z?dn9sWEo0_{Ih3t>cl=GUh$G`ab%o-ZgL-`J#{_kb~^l6=rNO_zzvubA+;A2upshj
z1>VOw$P!3ICIaUw`}XZ1Hd&UtBt03p7i{)a(8A6Du_>Z;2^=rs)=;=v2#BnW93HL0
z4{E<;JLz1DOpe2B1njcPVXgT380obZjGvFKVN8RB&a!}X_1;Wy7dtnUT1GH%&7p143aAK?1&YK!7
zPy~}k+W>>0#xT7&4$}{{^{G~<^pN499XNDooBEAG9*;(69__M!sFJQzcMxhync0-R
zu-`I7(E|rM?lnj*DN%xim1?UPkgz;)u7Ku(S_tq
zsc82pPP)yNQ8=J5v_ij?PF-$WFjR~Noi~h?tW@%ecyg4AhL*f1(K#K|0o6HVa2Tf@
z2da+GxqheiyHKr!agV9c(2w{81T1}Id@$|%CZwPg1fpq^D3+fjBtB3~Uq-n9{y392
zRED>ogoIFvGe&}3>nR;~_kR6+DKt_UKwuraQH$NP)u~X^osn9JGD=_PJy~bZb)opFq=#pDRQ_2&75Qkv}D!
zw+v6WtCurCi)o;*ukW4vrD{5mJ`_uGZ^gu444HW{psg_-?nOzw#=Cc)@*`*y`^YJ1
z$)O4bV%StR+f&y%_vK5!&)v3k{yshv(L05)K0sTst0|&OP{)wwP`!5Fzo=|G6!V+b
zC~(rw5fnHSyOYI$g4b_bQJ6BurK1!0`Qw8<|FqDGB!_xb0onmwl~q-hY$!VJ8Uk+2IEvCB5NPils{Y=vt7d_pt=dl;{
z)AsyL%F0?$n#_Elm=B?)F}Cggdzu?Y9GnUg?hVJEM3)CUzxpLjxiKW+QQ3}s?M&B(l6NMQ
zKC8RmZmz0uM}0}~mxhv-oHAt!WnpLLpZn_WB&7o!&OoJwH1Y^ZM${T)!%Tg+I|(XC
zFv)O=Q$Ze0qr+6^FkzJhSH*HTvY8kle;B0_+4ys@sdo6?XEio|74
z-I^!G#e+~iJj=@3Q>C5oVM24)pD@xR!hwK4F6Y
z!(orl8BLrvEp*%#Iu4VE_QU;@^!x~ud?!{*tC{~q+%0B@qHF5O@z(}_x-q)G>dlpI
znVFe^J+mK+7)fiS@?#iyC6$Xjxcb;XNC>8*Weg4uX2@bM3QxKvPi~j2eFwLzQXpIV
z;0iY|Y$RG&CY}EobaHQ7m%Hw)fNBt)DX%D95E@LMJAK`{fu6d#bLki9T$yTT#PLp8
z3y?!M`j@p2?f37IwK>2C8(m}~fbRG26)6#YL!*REZJ
zX7ya*$t*_6pG^Uq>A(x3NP`0uBNd3po^Sz66n>?b?}=%06LT45m6c-)B%05mI65qS
z^f?i3IyD3`Y=4%E4+eum5f2cVS;1W91|}tLyJJx^_14;lQt%C8tTIWVT^_e9JTg)a
zjl7slXiG14_MPeAwx{|1hfQbJnT>w!TDAPi^k~lm1D}{(m}Oxd6S5`Oo(*MP{otuAUVk7bL
zkGL}6tk6h8(pR+tt1gESunlD?^8%`9AP5+TT_+HHi6D@Aadvhr`Y+MRfeQ
zt)<%|m--Y@{xi8P7y-DLth9Dj%nqnT!a4P$2ND$wPtl|auv73ks}J`rEmYq4@yS8*
z;4BDJ&&?J>@Jq~s>J?RmXpkVnHy@suI2C+#>6IQ$z|M?B?StHMEeWpal98Pa!Z-io
ztbT7*o8m%ma{ok*M{u(b0`mgsuShU-&R7mT?OR2mJ`=#FuC7jmKmonnxpVTU&3U()
zgYN>f^0P@b=0LB2r|qsbj9)gYxAn;Lw@MgtNWeHxNO_I7k7{J(J^a=!fy3Ojw<)^U
zWy!U=hjM=zJWE0z`n_(<%^NR+UrVEZM3CDLsYwn)qHIr@BDe^_YzleSgb7ub3(CIM
zZ*yuH5a#~jL7ef#=8+>t2nZ-AFV812aT>);%$|R{Ct6g}7XQY;wv-I-_ZV>Z`$-U;pE=$j)C1;
ze&*d&@Z5HBHU|^s~hbS+x{-rziW2$+_`hBPiv9$@6PPnR>pv|@APo9
z{xgG@v{F1qf7ll0qUKtb(t&xK)HiRIj$1QFL=-c#q|h6;Z}((HXp&b4SxUl{U&Epf
zT@PR65T=KWA0>sTUQ_t!)cgcPK&>rrBDw(BysFrdUi-SY_O39OA>&WYeMObMt0G5I
zpcM@2czz!^i7Su5ZK$rUqJaHjZ3GQyV`CFB+JUN6US2->Sns#$yQ+!@3P{~|H)DTd
zS{HsnLib;(JMRZ5e?za5h&w-lJ%KqhMr1eF*1Vg*&}CG8q+nFUJjmGut%-8?M!1FK
ze~xImEk4Iw`ugfm?pH5EagNtgv5qZ8CHDlgQUNL=$
zu5Lnx`I5GiYTwRx-wd0ShU}*Gj$g-Hr-Znae<(_3v<#`}@ZY9AfIv#g%#?%J6Rjs=
zCp!cd3~-Byg8urnUI;6#&Q5md3??dOyVf}U{`r?x&j#0)sdpRW9+R;9=W4(poKB^#
z>cz|^+zOLh{shRmoG2)Uff#NUY!`pX*=f1<_v+!e5%nI;zhz*L_u}lHM8ipyr4M4b
zrb2O=n>^852*$~*(O|ToTppnY3gE
za>I~^kdRvnZx45=t4Q`MdvTBX3s9-NkpTe#{DOjq4vS%Ugd}{;8U>+iMLH)4O~B)e
z(5}X#djBW@9xKCRI)xxCCSL&lw5~6`x-IO+)@m_4$Ds)swyuH}Cwty$12%Y~{DS)V4Y7kZ*#GDzev|pv;Uh;fiKvJ`W7$0Yn!0aG6(`xZrz@R>
z=uu3qGkFSA68868r*7SR(cBlUUEJm17oD!4$Wq2r8!+PQ0DvV1OZbnDp*p8NWdzte
ztEwAVF#Y1FQ*(J!DKN^M-Bj9Y5qh-p|Hkgo0&5jmCzTK}kZv3OA=7hSFyjM>XVa03
z#s;L6`rA1=3YM?XWivezu<(z6=}L~!ay*_JS+Qb_o2ufTLAG8AgV?gveU|&Aucx=s
zo0K!Snm(l}!J8aW4qTKya7dB%z1{{a(^9)&L(^Y%`4`}V@_`h
z?U2lk@7i!p6Gzu(@>W#I)khR3_2h|Icn|XkMGnJ@-24As76ip|a_(@Nm_CGbWJ
zcBoqEJyz|H>>6w*Xzx|>hp^1}x20OC0H%$4?CjG_?M>;YN?z^Sz1xSMhXJX`RQ#s`
zjQQ~Z)L%^P2-m`k`PSbbHTjnlq(#?D<059f3KE=SgB_om1|8A!zap~;8c>|AJBu1s
z&jLK4P?u#wTGF_sM{a(;Z+v`waA*co!?fzDBZU9v{o-ir5
z4nW&wS@V-$JW6lcn~-H%PmPi`e-d^zRxR5Z)0^*maY$>|n}^#DfzC2Ye!cl^=T;Q;pVE94{(itR#Ke=t;uQ*BS;o6tFiq5!+qr~sR1(JAMJXn~uP~wYm
z^-Y^P@P`EHy*~$?2Jh#wMc==FYogkxr8mLN2JvxmKud$CI)3b!CkX8JsI?mxlj{UC%ubB
zh%ai$%;<(ixo46zU}MF|Gt7LnV-w;FBUHVzYZKQuZB#?rTY*b=u}9k;QMIC=OXE8I
zzrM~qoa%iI`>RrEl;$)jyEKqODpCo}kwi%)4GPTzu`5(GY?@0U2@PnVL8CHMG>{4@
zZ6T#ep@|Uh=h^3a|9h|ZTxXwi?VY`>^;_TXGu+R8-w)+ePRekeEC;h0YR{4ev-#Yh
zRwCUcbr3ik^W8%72NqM0NEyEK^r^`+Np0O;5lachRR$%}M)se=4Y884j5d&c*R%<;pVqP0JWNyDk@X
zDFX`T+IP~@n$q#70j4}j^!DbP4hP2L7}{N1)$4?HbY4{}+;yiL82C`U2)8NSV
zP3EO-{4i|ZF&G2Mq+d!_s}VZ*n1Ie`YqwKmdB1ICTf4TN=_JF-6>Clv2WK0&Z};^D
zzS!$@6~;E9U{Tf
z(CKTF-YhI0&ydU4{Z>K(ipR|W_tAc8oZpB*$KRan`E2XF@@g36FVZo+mEFAJcJ12b
zXBsZaSy2cz+ZP3RyRdhCU(P%~XEQ9-OFxD=ZAqURhjY(Ph6;>Pj#K^9*JrK0u38_I
zeLki|3tQbc-eTb*rXLp1Y;KJZUJ(bwS23bRlpc#Fv;$#VD~gSY5gGK8;((}iDS5O
zDRCUeBT=UjAzx9PJ;hO=BzlH}!*1FrsZpSWrr?EnoE8d&wO;03JoZg=4(m5+RQ>w3UP%vNWr-{s<7Y>1P(g(kJt0_*REN!>c@v^T(rQS2RgZ2O#NJx
ztu5qiF-yTW`qyj}^II3HdhbFlBLxDgLWyBI^KJ(~rH}*;A}O4-5w`(3Wf07js=%Gy
zkure4^(Cx*_iY%HR*S9me3GiPAxNL)se-OCnj^T(x_ITv;&DB4)>Qaw(>H9yF24#V
zOv&D&6$M>gwl8_~9r9!Om#YPDxS+1pmIh(*Iz*fQ_%lm&zDXQl*o6tu{f7^&UqP0P
zN)p~1-P=$rZ1lvCYH@bsn3}undSFuhspX}j#Nv%3Vzv#UmkqsDz$g|p4kh4S>5Ld7
ziMtxr-IANXOn$C^Mlt#^J!ibxYcU1$o@G4yxKa9TJ`?4L2{;ONDi8<+6^-9}f$udr
zKfgN>!4B0(%}C_(gebBzYC%R+W^pW*%U9#W9cV-1
z*!Zfi5DhC2;_N`%k=J1~fO#HCa{_*xym((=;5LB<;Py^jS?(4Fvk&45x33U}l?QJT
zVH#7UX2@b0^1K0(FC9h5OriT`VB;$`P#_j!=Mye_!%aJP9}pLZz-6gw(gdeWB>06LqnOCVg(2rMK;wHzJ2Sa*wdM!mS*^Z(P$F<}{iMwnC}chT-)EyR(747J^AqGRI#utoZ2Yxo{@h
z0E(Is4~%P9m}R8rM}$3Jdc^*Sl^bQ{oN)wDbE%%{*t1(z6^Z
z>FCe{p`k)QGFV?A-WarxrE_k#mWST7Y16=p?e)&zA`;;|DPsDXBlu@bVLPI=$FCmW
z)PGRKahn3vN8b({tXaRJu6thlLH^+}qXb}uyeqa6>Gvb6zdkp3Swo?E0oV!2tb&CS
zVy!i+yMbHVivR#d`UL_x;Yu-e7aa+;ZX+2P$KeNuWY*)vi4##f-E;3@!9&o=G!4f4
z{7A({suwxu-=Cn_NhW}+_UO?XrL}ak5*=x;vK{kQ+m@-;4S$_MtC*Mu5W^8rg8xHa
z<&6VbkIJq3K6U!Mn-z()HFxgbRici;1_DQQnSecck`xxgv<{~)k}+WG-aohC7ztaJ
zhO~K$78TgI%6z0-+8Ew6#C8cqFf>$o=Zr;%e(LW`y#c@-w?X;{o^2I3>c0-Tckj5d
zDfGxsF8|HS
z<1E}kzjvdYaoRL7C7$#!4^z&2s(ts3`aL(nyMEN}ZiZVpi3_3Hkc;8nVwZGg*yZoG
zg|TYJKA$`fGcanGSC4IyYP)ug0E>@=gy^>tp`0)p5y!cSVFE?F
zee!v{|3ClqJp4$P7zn5{pIcWr{Cwb&F0mu8)3pA2g(wkFMgh#svuZ{XsG>1=3d;gA
zi0;Bp^Io62Jl;&r$2;)wtmbC6#na*5U(bS^0l>J@ghP;Y=|=3?v;ReN%F!V%)8CZ^
z_V$=neZt4YOi(2s608|tHY}366u_7PZGmBa957kzM?lOZN&$gu;OxM9Q}U>-|MvB(
zRyn@eZcGa2SZ)D4ZBc=>d=e}_>e(j$GaFKB+En^naeI2tiNoZkh(k|JZGtnDO^cn1
z82uQK2nquJ+o}rlc>p$5HMP7&=YnroRvvfmCsSjmCG-sj
z3Y#s`$zsj9WuRXs0}eq_G96fBjarVzVy;%rJd3KvtLH9j
zxWCT1>eo?tMYK7S9g_>nI2jZl&ek4NH(_zMkRhnmfJ4AdlxU>xalm{3^-%Wl&4DyM
zK6Wz7j4b-OB)~J_a5$Y=-kkUNO9_1zOy9>f_8obKVzQ&+_+sBOJe5FsmL3YJy#IDs
z&#DbM>3Ur{cec~|c#lF8+@ztOX#<3SaE={87d==6D8WY4>DSqb)5q3+E*?vfai@jX
zdY1Ejse~=W1bCOr`Gz^K?Wue`|M^xaC!0Pzr{tB%&nA&@m?xX8!F=uc6(-?kR2MR2
zSfo)kc1kixn->q`Z
z-5Ob%m=wnL>Ks?MkXd!%=g%#67ZYlvRN`_9JY$#OA?AwMppwIc^h_lqlo%f2GM`b%
zncl83gj*vd^o49H5D!HzFBKO?>Mzn{yA^rAv$4luMyGqhd7#lqgFUGG?Kv0^$^fD3
zi{JGjK|%AWgSF3MRNslaxEWCmtO;J5ru=ixK<5duC9#(K9fm+lX+r~UdYyZ`4MN*d
zW6!qGN@U~$2@ocRqmz>#_9pIM(Nj=pX6yZ^$a8jcnTS5LEr!MewSWK3Fs={P$ARY@
z=Q|i!Kr`mLPiBWzEGk2Qt-A>Hs}@1VRZI)lP*)Xk--
zhSdjx(dX|dpM4Ze0vHPn<#0@ZKvNCNCdjth4sFtDQ*FVoNgW#F1SF5m=6FYF(klt;8x)9dcpVD
zR=K$F?5xq=w(rkezT6((UhV8l^%d__nl;-D@Bh22)$&L0Z>e~Hg&pyfy%$^;8J7?w
zQT!zVIV)_IcE-WG!=#he8GG}yH&6u=sxE!5029YW;zDI9l!Gm3Mu6i#B|L|)Q-SFu
z1T!Vdie$Eqv}xCFD>AhdLKNjze8=sC573NOq~nN=-)7AVsSh%Gd+STx`!7)e#(Ru!BwTcfMS9`E49UPIz{d&JV`
z^qbM-7$^nAgG;(j0HP?YO6L~u=}v;Cd3dELEX(Nn;kQy>-ae+BGItm9J)6C#&_ewb
z-;9iFe{=6-z^_Zs2Ly6@npxF%-};d%8GRnjfryKU9p+<3b-#H->uMftP*kL@8&%WI
zyOyd6YD7*-lI@=NBi9q*U(^UCiF`%#-Gn_GCR`LB{~<0PT!?#FhYuc%3)otFp|
zq`~YYKH2K{jbo$Xp0Mged)+%HwQ>efgBRUz6Bsn^kZei`uj6~5Jne>$mWkVyt~8Ry
z5u`P7<~V7+6WeaxMjG{FO8QQ$J>e7f7L9CExV9GUim5u40kDxm@bnp}4(2umZibn^_Xz%ZeRc|yGV1IQM{D^_c%!y9P@Fq1^f
z3TdO&?&4L@bKLW97~5jiCVfB6_OMywKQmJyMVfec4A<{nQT7lXD`Rv2+4Y0kBrrwh
zW{6=b=TWF=)NFg8geSjz8RQv=T&f8z$#@uCf-|$it@Dz{M_p`AM_(^B`nCx~#ZX)t
zi#*)AsM^Hu$A{P-!-BSW{g{A7&mLa!KL6V4MnC|Pp=mTK$oUI^w#3A@$jrnoFe>
zfK%drtIoSZdl=*Q3+{vPR?EHX^7$2=+Ba{E^+n__i}$T&$8@zrPQH~7h5!PLU$tY$
zZB&(ovZ!;7b%?i7X)LkrrBhJxBNx2Q(AwFDi=8RYBwhIr(b7a?Uz~-)HZ%<=yelXM
z#gJIxl=GKBwCn_M{ni;08&JHyxUYe72^S=}(%wL$C{eAegIoWA>b&uTZJH_9*8Er7
zf(Q%YhT6$h{T1^hxKRP!M|4cOlza&mC%~xWF8l~E3TR4Q0~*?kyCCdN`hw3#qsp6T
zkGlI8a3HsJ3+iR?r<@;BN(3*e`}iULt;K71XY
zJ-hfk<+GER-<58CIA}`Mji)&|W0@wuxSIn@hVk-P_C1j3u>)v|g1dpoP*u7nGn7{$
zEi2k351f4kFzYWJ9m_B4y$g(6X=Q9%5Lm2hrZhueLM#aZaR~54z
z)C5TEx`G{$wCye|X#8Ex(H%`L
zbBFQtK3s)HbXup9(e!L)OpS^pamJBkEE!1mg3&2*iVDS}Xy;CsZz=wR>d8!$mPsi#
z9`qQ#)MYV!R9QSQ2CR=kA7MDnRPm>_R;u=rbK-AE$~EX8aMN&`vN!7$39ft++nPTN
zVO{MVDRieS%Ezyyi|5N5I9bMXL
zaCblZ&ZEkwlp5;j3_qqa`u}nPTEkEf430|N5rakq+nRkFArtVWUuQHJl-i|!)1Oag
zVxeOndAg9<9A#^KLL~)w1%YpHgT|7E4)L>vyVa$Q
z_2!*tnGH$PUTaL!_u-{$biO&ESkk8V+zWrbhnb$n0JqQuNn8*j01_$z~o#wObt@dwybt+o!U!J#cU08fOZKd40}qV5D&1
zMhMA{2W;w&VwXKwHy5B$`esUCRehVBe~Z#HGt-FA&!SE}49owSnUS&lO85Yad_z|L
zr6Gt3064y~;r`Mvu{;c2|9bw*J04T7fjVBCXagA+)p;{O=m3Y>no-mNqzz3?dogMS
zjHbZx_!6Hx7!*~eh2&+yAUe2Oi{G+{CZ52-9NO!BX3@w^Rm}{iQuA?se3?jP8%7uZ
zK2zjf-{)tu7csl%p+V<KA|W_Tx&uNj#2Q@_=f^DAU2A2Z3J@)8}O&&mJpQVcrONd;u_t>vC&enopLJlVf|1
z?WLRkp`!x)?+VL&!jvh?o;<0Yr@gJ-1-gL@fCvlN%sG;$sz6b69g`Gr5F2>>8VJ34
zGrjWnh91W%zSs`7smQFv{>EVI`ssyt?x<~${q}nygVTfB&krN5aIN5PZNd13nBYqv
z(2T$3omXMn3AMqCQ|azKy?TgXO?=;(%wQ
zM6N8j-HI{{Ps0oEV;`_qX*aCes9RZXhr)G2V>`9tz`r|`(x#2`c}W*aqqLgEE=CsnMMaT&*|O~D--N*
z{cXUNrSGLBFK3~mC||%y{MeAfv?o^6$Y^=q5TGpG{BSM;074_mdUU-_%hP@0z3aW`
z=LhGvaJVxcA|68ovBHP{F&IO#_+>^Go`GCJ><<@rEA|B3hJf)TYTAK$9z(9K_pNN=
zI^`0oZWSn3G4FC_;1G()9Z+fepDVCafD_`a{-wdzGuu8O;cDx|c3)s&(UKmTMEOj$
z@(x<)~@BOu^xuHBP4HIL@`dB4Ub0W#@XRO(4#xn(h)U-%#bfeus|h*lsT0P{ac{Y`6=!jclt!`V(}H?T1NT)}6(%k`aJ?;f-^(C`>C?=Au?
zSCM~vYG_0RDw*?uVI$bYdRb>|Ffb_nId<&c6c57_gO!vVG<)|hH-)`62K;#)T&+(}
zBb(xJf*n*Z$O}?{;a9bn05Re%Dw3%QXZF8A3g!&EndV1FL~Nn(b0P4HbrOkBoM_C=sTPeYD=NbAJd-V8
zyup1`Qa5FZ<+LST6mg%UtiKlw`U{^7bL$OJjZA>U`d*)731y^@pDC83PAtXwZ|@qS
z;3r~w5pA=dz;gZO%`AFe=r_AT5pbPiE(wJWw$K<%L>@in>W@Sww9PVXlm)O!Z`Ovv
z3tq=un$xTiv1F5ch#fn6jM_NC+?=8k=QL+dJQMoVhc)b)w4xIeecKo>j4gf4c9IXeGgiD;oItNm8OY*DL!e3eL8Y)bvO3XTLbdpiIXLUa_E7>sj#v*
zdK1Qv-%e(k2v7ACrF&b|eZW1~MLpxsqE4Lf70VTRoa1OotvJy)-Jw}g5@unI@Dapa
zY`(+^Pb{)_?0}d!Q9fsB=@eOB1YR|bnc~E7tGy5%Fu%iEOI9eEo8xkX5XhN;elR3t
zGP)SqgNDW4Yu&@%UOZjqd*VEgXOvA%4ZY^)b7pmRIl3jbDGwk1!^++F}S1X!CvHI-AKki7vtiNQw<(~J3sf<--m$w#)1xobGrlaWq=eC
zf=HGWw+AnQojXuIAEe!gU;ZjkTz}+5L;RK304c)!W}22iAPT&%X_PCfwtM_`{cPs7
z3^C_mb|6|arH64901oDiaQy7bkl^5FfZMVkY)91dgyxDakfv+CRi5|sW>>}01Ape0
zSC%}we|5H5qmL2)}_Gl0*5ofa)I=0;*3lMy=NFmDQ?s=utNBR!pf2s~r7dCnJW
z2ZzV0Z%(mw#mwBCnTcr|QItsh^8c<85Z^OICC>DxVnvomyD8RfG>CSaIMcF)%W(K`S%ZiR
z$N|&v;~=#AC!KtYSt3OGbr3aC6E7@_z{LT^)>D`R{ZRvedh|m>BQ|Lq$-V-w8(3#t
zAHzWjEp9V9Fbt0x;#FF8DB!N)h!N8{ur3Tf-+uk-u(U^?o;}M804g2Y5J+$h+7D%E
z#|})OR8^iOmBHds^LQI4jOOH=uv`ZQtHbp=PwMAG=pWq;nb2uU}7QZfLwa
z;M@27hWcnjPSUbfraz`y9(0iQ?ZLf!eiA3??@sg9Wy>CG&V303_XB!uoLf^{2uMFAzY0FgKTg1B!l}i9!~zIp4>;j1PxHLoFa3Uxp(ohGIPT{UA-0
z^!|7=-A6GAR=i_J6xsGN{Bym*gB|^s+S;@dH(;k0KA^b|@83U8p|o$$o~c{i{(_TW
zFsW_M=*^u{t3Fkp=BHc}E6QfUXC>7=AryY3RYN{<`d8&lRmH)*drh!^J3*_s7vOYb}|cceubrR&Y|z<=t@8lB5707zI3EIvo2igTE$N*wi@9-FC*?zxwMYwA}yf
z*>jp1-Cim++6h$!VO(ssrprReLz5)i-(s8hkMbh3YIt}^752n$Clm6sJUbPMa{MIG
zfvLax%e=g2)T1r{p?n~6rq~_soRB}blrW7Iiw#>3&CPMA(9l@0ZGe~Y+SRLjk##Ak
zoHBDn#x;a0Q4L0mybv?U&)wC3|6XgBT6(w{oD~g?zggUM<`IXz?M`zE4cL*LW;4%z
z-n;CJ#N>YpGP&a@WMtE!{s;qEi(MCk*TgVwo>&VYk4w<*3
zYnvo+FZF%fs_LK5SrQea!kCE~PZeI?e!5#s8i`BTK7M-^f6^yua&qFQvOZRWs5pdz
z(_+L8P!4g{5wA6VQvSC$GEAj9yrh^r*9fAgK53=wCr_zEA-2Bt{{DJNLfdHSDzy
z6#>Bko28w&Ujm3nz{iBuIV<$<)vb2!9(uaGvF)aF+g_JJTw(%dZ=oHguHL9&Lq})l
z9RME@7+Q#MDl7ga7GUE0Xxd3p$eSEIWQa{WlX*Np;$KloNfSPZ=HnUUfT7sS3lwJBFR>8W3<`wF(Yz(y
zvvW#J$DJ5Gep8V*lr&i)hJqjb@<@-&Gp)nEOg31j<`MW3Jz)zbDl+V6vI;6ZM>8s8
zdt;U${(ng)e@4)7(Y4YKU|o{R%f2W$%$gNH(`4V!-)lWvS&mZbXJ{DYk{f-I%}cAg
z<-YaoVAWmk8hYdSmTP}j%v)+}kb35r(|Mh$vZrT8ooa5~8S>Dewn9PHz%zp4NKS!i
zxDR6$!ck)=D1ldQ_Al4C7rSNEvb9Cjgi2|vuR%n>13iG}rr)6MhV%uz%rUK>HvbLP|26v>Q?*&;ief`{e3>5Wq}tVXv^%+d8~mLDa_TokD}A#}+SdvV>^#
zWu}3&^$3DI$cW-d#j~W}OkmS`X{aTOIWXm71I8KmeCjX&Td~k~@y6HHk%IgYSh6zoQ2^G@J=oqtPb@;Xsb5x7t03JmA^Sg?6OVz4eJ)2v=3p-t4aZk3qu3`b00%!Si**M_
zW5E){gC
z1-0Sg1JB{&;tsWt>P%Fjx9jURFw~X#07S6`xkU#SNRw`|JozoYL$dP#JQmY)nUPZ4
zab$zGXF!`0;TuC%VLOV#jzsl+Koq_a6c0i?hxJsN7vBO;wKOIRao_{|5?;+FBTGwP
zznvhD^a@X50c+2@-3>&+b=8I0xt-yqZ0ZJ^gis*ZJ%+U?#NrM=cI;oifR)}21m%}@Fs<(1BlTP*GM
z=;&Uj^SUrFXN}8b?o@>JpuDnhCfRE62;ficZ3qDXLU5g?AfemxPEj$sHv
zf8umt{wV)_WKOb^-KiKFAuO9N{V3cR_AjFpIv1w@3gZ^K#nZjM&)RUz*mH~6g#IkD1XQwvt~K0Q~Rb6Ri=Qo$Bjy5
z)04cyd$a}OQbGynlsFf!DGrQ??HWXt)qZ2tq@yDnD!Hn@oZ0lS(duvq&|8(-<*Yi)
z;v#W(fn0-;{(>}-!6QNjuz{WAL+XJSEcOu?v0U0vf5@wr*|n@bf)(h;VFaXD`kfb+
zg;>Pn?d73us%FY0gORQ55~6s+yFkC}FozPg0R>=G=voZ(B`&e>Md3r_8jG61E{0Wm^Mae$gE0cpNs2Ua8?GLfGvb?XC+j&d-Z9YCp{=Plm)HO`;*ZN-n=kS(e
z4ZT%TQ&XipWdq6(hVp-3(i4|av>ua4(WS%2n0(9R!;DpYU~t)!x1#yg1>|MT^`m@p
zb4D?53kyxSXQ!DN9H46hAb_IC*Jw^)`$1~QL%BBqkKV9hr;$0deX6gEal-TgSd&CV
zZrp(V*;d)$i|d%VO{mL9p*6fif}jymeJ{J~qoGdt&$sBPEl#rd3OhfKh=lR`_RSlB
z!`0chH*KhfW_$nDs}L#51>peFwB|Zz`=+z<tXB==
zUGqlwi%$m22rMLGiT6ET=4%~}e00L%X=#gH?}K5fDLG&N;)!YZ7-EqvR4Za4p`sQtOLa%?w{I#C1<%-?1ul?FL
zzv9E@?nN($QT$pk;-F9MEA3MT5;yq;>Rwg7mKWR(rG^)y`E~2oeSmCxaNoW$00Xk7
zdhz1L0=Li&un8`$qmBSYlv_qM^vRrqaPY-;s!zF)AL4Tzh=|a6#3Yyr{#G!M2|9{$fU39PWKHk=Rk*FN?>{~&y^a73xkgXT^&DNHn(JlVfnw{9PR
z6V}0SVQdaTVt`yK9xVGMPx6cRKYAyY=sX>o#Qr$r^HVT~0w83_GJ)RvCV;?C{ZhSg
zh9SMqC#p)85pBhMbgUdLEJ&uY@7WEa3ezyz-x>DJ
zXg$4(Cf6<)+KolPJkn_O8>O-1$7fwzUF=L8VE>0H)A&<(vHT+|NN6C3
zpmF>U0OVYIDgcjw9^xN9s5HC1(e2MU9V87OsS(IdmCw2w%Y6i?l>5hzfzsW(9Rw4D
z-CG)qf2d>k#7d86{4T*3U;q7iAXK>pukV_hL+CgS4=xL7E<@)4s-*|`7Gu6D&`-K!
zYS$QA!q3Y_L~Pp?U~!KH01P62oPOLPDiu>5&?m^dJLM2k^Sk}p4y2t$R}lqzHDpzx
ziAIdKKGGbM!l@Ny@ndAc
zHz^yZ6biPVJv*_XSwy6FDBlz_8ul3uDjnvaev$wuGERyMrbG5x$;m9)gnXEl+rS3`
z1SGc|eJrhVu1!RI0%lGqkQLw1xMfq`@UhYY=Hhr>9vODt~J
zGoZ6>LvpJ8h|dxu8)d_l=@6GA7i7OaF8NF
zy!VM=oBd476E}Ez?qhj39?AOwuYQ9)^2TM=eW;3wg}Pt;IfC4b7h#3nzvsH#Zk`Gv#9Jhb042j3;`I<01WmU>Ncg$n^D9IC@Jx#v~oMP#$FD0;#HhOB8X
zRY#tg&2Lb{yO6taX>VC@0WyQ>@$Pr)Hxy-`G#JgV5H&1CfhqHB(T*&C)
zF9wN_A{H9KL4OJ<(e6lRmDocOH-?+Gx>}j)o71??n7F^l#bqMCZxIyO`zQ}~nrp~v
zAY3NcR@_d;U9xC}&fy@CC7D^qRFLEl5?j_(mYo)ydqQs@5OYa8tVY&|xfNxbvn;xc
z{fWGiE#Z?)j;|1S8WftNGLdes4>bjIHuyl|m5v&03RB9nD=WfpZagxmAQOK<7Yfh#
z^Yhl$zROgtep|3-isoPB8~z>YR%aNsScZ%x<^L$!u71&K@TdTLZaJ7UEyljBTg`6e
z+O~>(|H}GBxy!Nt`&hbF4O~G@w|S=WYpuyIes0pmJusXP{FLLzW}ZnIjU3^=T;>?7
zLBF5_-xH`k%M@F~Q}oM7L?W5+?}f=B;Qpmc-@X6zYuGThCCJVXv}V@8tWq>g=q*di
zr}3RZ8n|V73qO&c*V?DPtKUXRkVQ)FucdV+8NP{RC$x=Qfz-8>-C7U>lxvqNzp@i(
z#o(u(mhv&1K^-lADxmO6;rER2L53aXVevY|@wC~Yu?E7&WGywKP9(>bT|q0MIzX2mk;8

literal 0
HcmV?d00001

diff --git a/images/gemm_zoom_5x_best.png b/images/gemm_zoom_5x_best.png
new file mode 100644
index 0000000000000000000000000000000000000000..74c6e85e464762b0421fb8dc930dd466ca71b7d0
GIT binary patch
literal 67694
zcmeFa2UL}5mnD3)%&|&EL2nY%yA_7$^Dj*^mlwblRqa?|cWhfKsm7tOgAQ?n*
zrbI=Fl57g`+Av}7=rpQit2
z1xp1PG8h{eG6#QCx#ZJXXM0ISul`-H!y@iJ*POX?SIs@hy~@My8Lj6cnp4Tx+|XIo)P!``=v+u`leN{-c|+HDxN-lnpZv2CnophPP5uQcJ}t|nZN&3
zATXD~2-=)Eo52t;935yI9cl6RxOcCyQ_07yBFk`&WCO7G9YFgT04qw#y
z@83R+4%L{maBy^YG8qhuwX^xLx-NPOXoo5X9Sd<7?k*5`8+h>0AtSu9K%go8i&50_
z69*3;Hpb77cb>f_IsWZ{f!9wA*OG6GHZmB;&aAn%MgDO>ds$d+P0h(bIj?f5sSyQV
z35VSkgO^tGYdi@K=9xQhUJia)7N%Yy-jn(~Je)rz+Os0!n9rW4m6aME{F+MX>FGEB
z{PVby5|gX#^V?hYU2zqw)~*fRe|1sFp*w3&BwK~l#p~xk=8mZfuZl4+u1mHyDh{|Y
zK0dx`{rYfx2Ck>Z9Oz1D2$lEV&8rmfCw^5LsV&aF*NR8CXdtQ-+SLKLms7lejjR&l{YsIdQNm?|z+7Gloy?5_t
zJ3G5=TwDhw9EM5@rKU_o%U?;Be$DreJN4J>vWS!FR~NIE|FnGHlL{S&e0%xwDBURB
z>xYI0UFn;v6ox4}ISiSUMQWeKKl3U+yJA1w9nqA1SA4z8*F3hRY(fXiLRBB!y?b}|Pd}AClU^Kg
zGNHiCL`}_ei-KSHw{I3K+fS(AX4H}{HV>34D;VPOn3GeJ4?27PsMQgcmy?T${G_+$
zT7IgxuC&#FLHDuR{t+=j&*b)ss3^Rzy{|b}jAJW40TWYyG0PV^j=j<&BO{oMW4t=4iM!2egNvRYHpZaK%E&1G`m3w;_)u33
zjl6cE#cy5Jams`3WpTDWI{Cih>iFc+(ZLSY1T*cF357>O(*7=!N!1DFQP=?y+9_%)
zw;cWW;lb9yFAo%W_wGHRu&?)u&ZSRt0|Nri*QeU;bsCK=57)HJ?Y|K7)BI)U+e<_C
z+IIWMdh&<7koOKf^Y*4q(_X9ACtkYFnw*Z`ey?}zm%qayaf0do=ut?4uXqP`;A1J5
z^qVYvo-Ixa4|n`FHP$dSkSAOiY~4{VD=VvX=FGF*rquya>7zONC$BGKS2}ktU>W<~
z0Qz{mB-!HAWwj`sh-?mrqrwISrIv*f2J8)C>Vn&~5|4`*m#Y-|Ni=tLMKm~%$#2`X
z?L>-A1c%drA}!Vn7cR&iIdWV>UH|&KEDYDN$FmrW?&R$!|A3sn!_To#rYXmRuRJ{t0uuV(PjDav;-z0r;pKgjxS58TDSW{r0KxlIXLCH%my=
znH6~Oso%y{&obG)PS>&b>ghGtiZDs^JiWcWcGW%k*{#jZdg?u4QRzmw|L3+n^}DrCFk#wPw#cemNYeEp`zzy7ePS-g0$
zaE_Otd5QkWj)v!lm#6eve$CrSBOb0PoRXgJExHcVxMt^>E86~>{T=&m(BLODIEyPZ
ztz5BU{X8>d!(DiJ?^kd0>UoVbAxB|9g-Wi5aAaOc_EoX+3>O1#wj
zjE1NQi)+X0tgNLEKAhWSR$F=cyJchMtgOPqLLP*Toi?2s^a1zp-(Qyf_07fGg%ZO)
z+6_otcU)Z=S=rgyYcF?K$K}!rX({k!H#2{GlZ7siov2@Tt$9t~YqnWxzachD2#Utk
zdb_nFMfY4*Uw|RM>?>}Yb52NXd?<0=(zTUo^B!XR*QMCr
z?G_F$Hho`YWR!}YNt=t=AT-^)dsjWpesGt|q@#DbdB%hqbA9?nmNjdFF}-}-w#ne*
zl(E1p*#%{QWMq#WE05GpDGiWW>76d_bSzXoDiX2jq|0z`uOcEoR{3TGR5^+vaYi1r
zE4}Sl_|!^ovk9+aXOH;pk9phhF#Ros84>2a#^vFUw7oMjGO&pPu{+Nds)6aR-P{gqKAoiNq-Mb3u9jPl9eIETf
zoLbAz!*hgb_4&;WN3~^)%!xl3iy4fqFZn06o*i76A}J~=+A&}4*1&+3jHu)nw>3LA
zWq0jew8c!PsZGDTyE|!U!mhWcHom31+c`HqOg(C^z^DR$_Ng_8BAWmx2#H+1desm~
zfmbE?o_t30`jeNhNyX5Pt1bWTUDsyGTqz|bg=j0^liKgbWHLKv^UD}jy$Zx?wVE8a
zvu-clmfe)Xa(FnDi*Ql#lz&D^kb)c&VbZJV^_MLVWLO1tVkgtj7j2^Gk5N+B((>U7
zIsSBidu8D7vK;?VP>|mLw&Aqr+f2(bPo(9c5d6ohmG}~w>3L)0sg#|bmP6T`
zE_-UP1=a}_^eG&!cvEyq{j`{_+vVk1J4&%}eWhG^L#9
z@0i~{v5K()K(TnU=eXUQw{De8PK;T9|8|ssYo!b*`2Z>r=mh##HjS6pM*oW!r8hgjQECaEfpQOP6+ZG
zkFc;Z!n!gR1iRbf<;%UeOsiu*L<(-+d;pP^nUIixb)qlq-1P3wvIGOegxi)ZHSwko
zxI6@P>m$uOE2AmFJ$wFqu-QvDCoAg!AZM<~`n(&@`!69UrSw<6Jbgf>*mL{IzO>~s
zyxPgJ$<`e&0E!5+VhhA4wa9NNF`XOdS#i;P@LYp$pL#(q_Rf|My(05yH&3s-)}rUv
zx!Qbf>x+^sTf)0EH8t1nwF=G>0{~D#(mQkZY($iC9lwNxwzzF~s_@(f>7{FT-3tl|
z$`VOL;tSvE@2E6?IY%i5n*{;8$p$yv{OQxvZOSiN0TiO!*6lWVSl};Z&c0a&p)XV^
z@Fw%YgE*5aA@5!}F9Fqy7hi>{gnYKBdnIm)MX{^~;V29_;zMq(90E;z8-~Q2kOqLU
z4Ax=AAIl|!7p~mWipZ-BJkYP573A+6s-0p}75g?jy8{#0UL6-UxUW1!`7okv5dfvf
z!-uUFCmUR*(ya4?0Ib@^dNLB$S$=vwmoO9u2S?w)Ky3W{xpUjz-`_kEDTV!c?R4wM
zrw2y-PX65Ipkp>PSfML-F?AUmgW&jiG)hbS-14Y+4orBkk7zH1=zO3)t
zw~v@nm4G9^NPNruNyyuDN?iHq(c9@GU)P}~kO#a!j_9NE;wYQ1nB^ginhL57jIapS
z#q5wGO@+`)c6K2bn%-5X+Qk4+893D`CHIb&sp~og;xYKPZ_od9rgG=boxCUG!*e{h
zhuv7YwH=E??b4-0AhmEHG{gR{`PCRP+{X*x#+p2oCGjWXO+pZSgE2@n{zE+tQHXZ$
zQ5_(`B$Zt6IgXL1N!x4P9&FWCoa{LAD&D*y66hos>kd#%<^1_zYsW)}t|i-a@!Hzj
z0+4-7{?i4KFz$5LyzSb_Dv10QC_DSLvar1(|NL`-b$6{Mx16U6CKzy8B~nZ5&RUTi
z{m$``exNPO!S1?~54I|(O^gmw9DjcJZhJ~kddYIB@h7G=@f3a!-{nxngBg{FhddTB
z4n6uvh|nnELtHD&WomM_?*5O!!2}K!Bu4@O-nRou0Vn2}ot}^~E_!yAYD(bC*4}JR
zFKoBhuU{j)`?gqqQ*UlT9OmYhc6N3y4@zV(zKd^~E;n8%_(x*wj8HB;1{w#HeF3=L
zf&HO)^hanC=1st(Rb{rPorpehf_)ifg-+bY&c^o!aRNC
z5H6((T7ca-%kO#9nmrazsA|CSGMbv4=t~a*x3*M7Zd$*ABa!-qLTW!@rDUUvN~$
z*kc7Kq#B|mjRjB0-bdR_8MW57UAt5;cDWbic^i8g
zQK_pTZ_(yV*|CD*nz6EcdIh*~N<|`J)x_%Q>lTMNePD81cUJB+t$g`g#>9~K
zi3GCF^1}|D#TH4$IC*vx&0Z%|*u5xFWf>fce#9g)qtgd5)
zC@5oXx=sKae5k3ZscN47Ww#|(q|%8Kj{$=M5k16G*4NIOqrqbVZa~$_DmEr}`eoz!
zc}S0il4Id9xtZ+0x?Y{Fj_oWXI{7(REuvbxrpI;GPrELBev=X}Rja90DBe;TefIG#
z2j*td~qMwD_>;xiVrvARbKADD0$Qpf1@R6FM{z3Ju_@67Rb;yPpT+(;yAW&n`Ywtf4?BfCU*?D!Vhz1((nMSp>q=#Hc9<%*8YyuLo15G$rqTp3K_RJ^iE%3&S}Y|Gn=L&8@ns%c{7aFfK^+NR>Sg6;GM7YQsOj
z^Q{&R3tn0@Z1|Q)SCJBVTw!6ekmpxiZE;0EU2V!j9v4?=9Qyeb>P&oP1}2H8Fvio^
z_gMVeQs{4M!gyXeZK+GzUd4i9DL&#~_rIH~=kuPBh84iFWBwraWT31^
z_i;V?l)hVx#m5N$t43;7Rp~KYbZ_};XV&#*yq!vkutR0EawGAzjhhy{Y~1C!HR>yJ
zEJjl-X)Po1^vqa)Z97i4bM@y_f3;EaKz(Q6HFJ+zt8OL!M3=$c{_>Ce{+GY&-G0Tw
z(4f$-4C~!j`;Z%Wn^iym+}J79&4)Tx344fzl{F|aagTx5gRQ6<*P^T5%M;l*zpDBN@=WNNk%NE`aMt27f6y}
zxTx&Wqj?v6KAcOwrP^!;+<5cO9aT^d)1{TU(4%lE`h3^Rhh67-Sr4|W>S-0+v(+;n
z`988IWxe>L7GaNGkz6uohLPx($`K`j`tU$
z@KpsxmZGWT*Q{cB{P?}gmoIl;6rs0&8~$rkcc#Qw6s3!nEK$MlmT^j&l-TxumIkpT
zj~bx*mEJA+29!Q!$=1fmQL0|u=8lQXKQP-G3t4SlG2@EL1&oquwF
z^Wo~-!ru7^O&1gI=%m@Bv_9E!8@1I)Uo*E%j6tC%NP@{cKZ%pYchtG_^I{<^4&Ie6Nl+cnQW|HhJ~27gv&?uh=KcF4
zZ{NL>Wu7^6#>6OnBoS|@6HD;%Ub*!c52!nU1ox<@s7;$Txx2e_wY?K@_;09JL$^VG
zjhDZow8MzF6L3aFXIpP~7;x2YF9(fUA}hkL#ocY-)+8stpG6fT1H4=UinRIb*DW&B
znbBp+nVXBNGTaM9_>(JFpn}W|0oWj(&8DY50^!#XMWn2}yobNPzxB8qyLf4+Dqmnw
zP?%Ir6bR-gt5
z5aG8nLwhzvxQ68qk_tRhaMR(QwJ
zp7gOu{X)M81*r)Y@Ff*5PiKXn6~(s3V53kvf>QcE3h6lWq0XwCH*P2*|GvA+DJX+`
zQvzOb2bdb^Z|Qhs;1?aj9i<>p=cu(BGolPyPb4#^gYUt$)4_m+#1m2o!`Pe{TP>&)
zZs2Ek2nvRuK8
zaMa4iU^sR+fk5Y%8Et)j*W@){+o3)EV0~)xG{H|07DAa-ERf0!n9p&kQIP%Yv5q6n
z`W@vF)!_QT<)2@vBcp`EsVwor*{+5RUEH^g<=9|{0sg(XzfelB?VYl=?TJsXuZn;e
z@{R{`_>iA3kAzbZAoIY)Z?qN4pG}#It|c>R)+9ojFi`(tH~a&-?Cb
zN&=Y^m$$xTu!8$?_x1H{>DAHEIT3sQetUUD7#OP9{~etx?w
zixd~%eRfK1ZEd8DfG5G89PiDZs-DI2WSY<^MNx2l;-9fMl82*M0OCP0`}yf)dQ^vL
zCA}i5yhMMuw<_oo?PMz%$X_;=`}glRc^wBt)`jW(>#x7cw>D4am6RxB?zVrdrbV2o
zikv(A5;!#kOCFnC6&y*~D?PcCok0rzYJjj=(nZ^W$py3$pAdD7eN}wt=eMdFs~-!h
zhPr1t%cTSkc|%>Oj!Q~u_#P%G_4}u;97A7zTiao+F|0-XiMkcB^pKkm-F|;THz`7z
zgk8q4kj}
zOJa@ZTe6E@-!5voil=Uw+(%2G$m8h%#
zLN@WLQ~u4<{6nrn#K`dAcj%(URS4$@Da06Ovho1O#|
zZ9@%Hf_HVjn;Q8L4mOdBZlGje`7zuVRVpbX5U}oZk%(59z3!J^p7N@O@`#CPf>()Y
zJBhjqWP)m-EDOQo!kWChsKsPP!jhgWUBBlzk^?e-T)L874A``;+N6?&9@8tqH+$_r
z!kL(}oG#eILF_g;s>Q9py#GZW%E@wxfqPtSPp@+ngDi+r*RhiZ|5yy}p1V%tyCWFH
zwL<6q#LWbN7USdRKguegg?qmqtCzc)SU-w%T(tTDa!0eJCZ7^mM^T9?@pqz4(j11{
zvHMGr5hAQ7I&`OsDV;+uB;5&*T!fGH0HQ(eB+}^X9*qCs`^|TGKz0@t6=8m5?(hR`
z%yDv>KhO5@C3o|Tv
zQFq^-Rzl_@0Lwn1LW8|2bFME+7I^T%y=i|3m_o$M3M9;MutDch5K?|4LC^bwVA=q4
zw@Kv_pqKNIOxhbVGPn#;K|_N5_~pX`4O
zoEo>JL^e4&8LAQetloLd)H|Az4oWHtxs(N==@PT)$*=hgn?qbnW4uH`sthYI6e`~S
z#jE-6aiMbmy7p9Al&&svbp=*k9O`FePgw*Jd!%F$lgb^So<4N@u#`Ug`up#{gG_lu
zQ62i9cIqWXJfwvE00wr-w2LpHSIpEL_?#k}$k}&GB6Kr!*x1;p@CAW_^&QaK+Um%;
zj>fEZF~;l_;bIM*<7`rTK#4%U*MV@s^)(5aw}4%+;}|P+nN*${Z;`U>oa*PZS&dAO
zA$s5Moa4Uj`Etqc8x+ohAPYl0t&ZEeWee}lokfvp;QvOUSgtqY6A}{2?pFlR+$UxD
z18`q=Lcko^+rlJl0}X~(cPz)06J%6gv|vzNI#&p)bt6y#0v=RLW>Wnnz_($;uTJ(u
z(RSMTWtT2ps!eEcoKMf-8U~~*w|V_c)#8S)+-@JJvuEpL>eg~k65-`=i+OmEo
z)v+>IH$-B8{`}cTdl^37)sY}P3A5?-BXL48LU^H@<31;q44aABi=)8^1Yz)hT_sCp$$
z3<)t+pdMJ?Pip-xe0k1mhzLNz!zh}X?O6JhHumf<5XgEOmV9DEjoomaEej`S)W?s<
zw`;ySh`blGE(T=49d_~fUx$Wm_19dBk)yXWzN|#4cgz!k2Nn}JNsKT~%d+@nkXAfU
zNS&=nztnpMbfwCyS+h`B6dhPD5rEs<#>dB3DB=U&ooM5>;y_Yq@gBq1R~9B?Kc(L_
z0OAARaUbcAeuq1e7^*ybBK1;qz`CeDm|55*9W^jj@THXdKYX~R!$vJ!<7sQ_c~rET
z*v5T>gQ`dFHijrz`knD8Xj|VbJZvvZ4y6pJ{grw7Guu6y$DKs38-+sd&^JO<_f$b-T2s{jF
zDHPNwV&KNA@6;t;cn%ZKb5gN-dO?R8K`x}_nbpN9<*bElqIP2i_m`%o=SU+pWwgK=
z>tCS|=E?<6E
zE5QzrDgi)R9ewsXCNr?RE`<*|0MJ@ISUvZsv(cr>>5g_1{dvNR7A*MKlQBgL(iqbZ
zFGUPeCDr$oUzh{P`X^c{z`c!TTwlVr2^tsTDuwpF4nyIT2Oz^3BMpnqTQM;&AyT3{b?Qm__s@&zaxyY9
zkUt7a)*2%AQbIw=r3#CZ1ge$2c6|Xr{(eIy{vb_mq4HG4YWuu5%1yddjfJ;>m6poKbPo42F*|16Uz28iP
zDHwIV8H{S|VsD>}>h?=>b0E1SFfg?4fi>`gGU!#_U8qWFuj9+8CO+aOt6(I6I57Ez
z6EXUCl$4d5TUrd*rNEm~9>>fnA?8~n=x}e{$|otQ14gA7*}~MV7c497GNMOei3&zV
zJ32AkF!*}0V6a}UXF@8)Hip*9S*sh*p+;Z^9OiV|rQ44ypgQA0Dr|=zLJfeOyY3Qu
zG=#SkY4&j>=xsc3?Mt%naD$633agJuq7kUtHEJ3zH7zZJG_5V}Pc^}VT!RrJL
zn?52xK7DG^f!GgH{N<0Ii*^_`lNheGBy~Wfu>-h;!@hMR3cBhonbp{(fCeNlM`*?z
z0y5bxlKtilnNT2EB*ZIt@6PX*ycYm0V*KU({qj?#X8?E!Q4vZ`o0=ReA0niQMHO2!
zorWBKiu!r>G15DaFlD_2e535>Hn`d%66#-FQ)hnp`t=1(3KH7X02ayL2
z^B(Tp-9?4b>30!Gg#e;^mh1&B(-*h>@YAaw&b=xh0P9@%DHT$8)m3%d6QKDcK6zL@
zF97$5Sa&i?*$hUgT_7r8MruQ~64MrjfP_^Rgi6jksDS^IJ9qf2JvN;WK~aQ(Ei8j|
zq*~Ijm{4!)0|m)whfSThO(k$oAYlyDy}i7=u#{T9J(g9XLezQul6O!EQH`+I8A3_Q
z$s3a^6mxCQ-mU-
z!{X%h%H~u+jTcPyBs7@h_>z1==!m|7fq`uho_0r_t0Mtw6rvf-eeFAV&Li@r8%+Z}
zq!tR`5FN=)Hb7u|!-fsIHTTW-MN`>KQ<^b38YchqCK+P$v+Ugba*|8d`v$@05CYi@
z-l%(|+ObyFnqWMWt=gDtMa{x9Gk;B)#1PPwQg)F$Dz}vT%bl`cuwqaxu
z+`X(#^z~m583n1^JILGYD?|rG_v*OoSFeU>M4u5W*9lSL9vL02j`KpXcPX&Pol+h-cWSBqKPlf6
zBD)|MO<4s6Vj?bTWr}BruwJPxXdqYx%%JsC_(^TK+?{&o&Q-<^cUCDwta`CpKr5J4
z=hAP*cecLTCm}(8zK%pPOccZ1CUWM@pX)m;V&7Fn6a+oblxNn~nU6Qfp}vpn8fYuY
zDJW0_Sr93r1?iUxEmUBnN18UIYm>zc)dgx;eh7)sqd;4Ek3D(PV?c{5@((9#32ed{Cc!&v%dHv-f44bv<^;pLn-Kn2
z-`=lCJ8@29HgDg&IS)T5`Dm$RTFNO|oBU+LKS7YCc7k9-rZs4iW2;xL+>9XrfXe&C
zrzM&q##jXZ!s#{3GPZp~Ml1)L1z?t>AFm)9(G%=sG*?|S@A0~R4sxRAPbqGW^`3iKGXspki{9Az#BAyPJ?CYw6@m^
z)C`a_ZqZati2b8@aO%OSW3`_O!p7q1cqfD|Rv9nD1Ua)53y+@{Gwr
zK`a_%qK1o8Q0akuljkkxFo}u(_}3rvBW{_sNW)P9F}$-H05%ji^!}WXX2pJ{8GpO;
z=Qj(r(;chK-1H;_45nY6pEuuKP~E=Ipz#qAok4L
zMWi}^`t)gK+zen-g0LP5ToA&y
zb_6LOdp3I+VSKW2LqmoYcsl{kb{Jybxv_@Yi*UNB1@IdBVhw8)Jyo#ZO~j$-{+3W32mcX_%brH
zvrZ6G6scvCs*w=GVx^5`3L@MWZkk>2nJOX!6@xQ^6JjR@OYXq6C5n)t^Lr(qt`;w}|z-4_6X7-vJCrJt21qn2%i`a3lsxmF*@o
zdpbJ8$V`oC1^-)yh)CnNh=uq3yW4E#Ti@~5+jne7ra6ym!);vzvqf2qfdZ`x;0XA{
znFA2_iGCz~93#66x(8KA%l=pl%B#a(o`Bd$p$ol?n7_R)lc`)G;K>#(UFuiW+nkPsM?@LOA6+}}j^
z?9h`IgaI-}VNLb-=DYi7b7=)oCHHwj3~zsSLpC)V?HGp{P^E@tJn-z=-w|G
zT(j%^J(MRDCs0oqgQg=L2r3`MBjcFwsqp%zkN3%?^}bsNI`9ETfz}lghZcO?p;==a
zV3&fEl5AsyXfXA`s1_-~Kv9r$MH>pE_BnA~ASu5zwLQ-(d6XO)Rv?hQkyC;5xx1E%
z{+c{>a^ZpnFP$CEIy(*&9VYFiZ&&;e{>$%OeS39Fxqr>zpJ)q#SKQBt2Oc}8>
zuz1IsT3WWspy0Q;$jvxa*k`+nF3_?$^Kyv_ymip>9>Ay9)2ZZ|;c+(G&9JyrW>Gjh
zPs6Xe240rgTJIB|-1cQ_Z-~i2L%^e`BsizQLKm}#(lh?*3^ps|yX%5lr|Zi()rvk#
zv#1Chne}$Ik9GmOe42T-JqKN_
z?~Vc(#gSbWoC}O@$wgaraz96faa3B)k&5?sL%Ozb#=Xm&`Tl1MBMf0
zs0Fx8p`W+G)JjW5evHX22Mcs4()PCjn6B`Z*s?{lhlPH_*8ZR?nY~Q>&OQx*RY-48fVLJy0B3W#@yaaXQho;Js
z5KvKw`9R^_!pZ6HSh45A=Y!Xyc&AxwieYkH||3pnmr=mOiHunw@Wm6qwQ9EX*W
zO9o6|rmmm3<97=f*Ms2%K>6~33t{dknYb6Cv?RWQ`sLbwScfhiz(B&1N;Fvj{BgN(
z3lIreE_jU+~>FP>RjeSd7lR3hf8Q+7W0{%7Ak
z7xu%z`Vq7V>2jbIPh?X{cr0w-hUSy-hE3pO4io!DtPX_uU`TNYrSd3IH*WlEujr;t
zugx+%gCel}f}m#iE#u^#c_NIrDVR}O_>$=1fS%Zaa9vJ#337JF8lLmuFdKzj~g
zCmHvB`9N6$yD&=3@@p_WE(x`Q#yZnC?wWFg(ZTT*R2$aidC(wYZZb!Y#@cPl-2^R(
z(`n$oB*MI7moWA%RL_yfnU&jU6FqNcN&WkX7ysEc`=8^C)&D~%`{vSF=ipOdJvr6e
z((;(ia>uf>5A{rzEiKtA{pQ%C^bjsNp6p5%Y2K8*JlBt?nVLqMrt@lsp8n?Rai6DJ
zcGHbj2j1-zYd)$kq@Oo3IF@A|*>&^&xv!&3?v8cY)EU+L50CZRIYkyWCreiJTf*$@
z8ukzKUfBY)pwm~Q(LaojBL9FK|8<$(AtNe%MIM?)bofqvy15wN{Cj^~xDfx=t%qT<
zIF8zYJl${-f{ym7s00TDU(*r5cV#%o&C*Bo;ehZd>Pc$xQ--`pN)1|iArjTOOifh7
zUiDUoogRwe8nbA?c2=SV#D@ydaRWetRK`*D3PF#YFx0~M)(uKO)u)5#2cT}`o40S5
zLai=)A-|4HM<{3ehqPf|AX_(SJP=~Z%8$hJ0vZx^rJ^A#FgkSlnvFt-TvZPds|Xi<
zk_GYI!8HgLEIK-Rt+-7%yjEQ$
z!$FY(rAtiy_5!4I@3ro!*G6SpN<8)b3c_dLby&TA_EZGv4{%=!(2;5i^=IvlQ?7*B
z@!0;BCb<2yPaa&V5hqls%@}4ecP}s70zFV-Cz-2Ots3B~m=Ss#TYfp^p@ozG1bobywgv^@L}!#UG)&E9TKq&
zVy|Dhaw&*)tGM_W>zzB86v8IHz7d$SHvg&dAnIC0N)5w&Wav+uEEx>v)w9&tSg;&?
ze0+qfV`5^`N(9R*k+kX@`}3L9mfGrh(o7L1t3lYWsY-q;&;n$shyux}nqU@)9#-+`
z=Ww-@L3b-uD}|GwT>V3TGu)WT`y5Klh4S1v%Q^P(5bPGXA6?w0yD=QR6i8>w0%yR-
zeI04>(+`w*+(3Ni8PqJK^!oGeH*Dn4&?^M!aT!$--#~v@3NQB*sY*npN9qb
z$M(_FCv;}p3Di;sUr?QOg?4g#XxNwDO9Q}6h5*Gx(E!~4uB2-|Jz5qc7~d>_9ua6_
zBs~G)5#>_v&?A8+AcwI%Zkw|&IKH#n$3dJ4wSt3PhH$iv=nyc}p}HCA2@NdjT2CQr
zl440W4cU%5rzIx8H-W(}6*FJ8eCBG=KcDhAP1^F?zg1OTa_{NgAPLhjz)CuOJ2D5x;j%~D%f1zV}$-dkAN
zN3c265o6*|Nv#N<33N|PKB+H|dmoiF=Ox4~*60<}mven}NBHG<@XMFSNkD_B3_nC+
z)Gssf%xA8_DGw%?p^g{cW_^>U`s7nGOB+-}^M)dI1)|riBYV-zwAS8Wgt_N=iz;}!U#inZe`{??~<(ghrNMe%UCjjBXWFq=8gF%X#t_p-docU*2zDRYUX4
z%1)ezMbd`uc~mT!GGGpef)Q+|W!oZRFl
zZk5e$%Ofs+k`^(zV`4nzm|$TCQyM0YfowYtddxp;X7nt!&JI_C?E4Ha48s6U(#b3M
zdUEvBi66Np@!tZZWQ(ZVV`^fU4}>kocyypdfm;UXqXg%JfQ7C
zV!$3fBH5b=SScx8rb?WVDmlx^{f$)msYUk3D!z(UyaXH`7y&A^ntLz7KhrFnhM~9b
zh)5V$`2ma^E-XB~Z3LGdZ2V)n-!ED$A?R&Jq*l*S{jnH1u^6`j7s2;?%hwqWC5S&>
zXQZdcfT8yjew+05v2iSfsF-7@gexFCo4IEVwa61gz@pT6~G-BQb}90n!zjKcG%F_Vmr%ju!22NCzDS;ynYl==h{BJuInh
zFqcugFl?DygvHO=BY{mEpD7<*9RP@!2z-<~9;4$D0j97z`@(vbRjb@D{#f4KfP1pt
zX~R0?Oth`D_M&+LQ8JRkHGK_Nq2F<3M;H&tS_&4uwdY6J%~^FfV{xJuNC|0Fc0VSzbgldzAa<84-NKM`!+ke>YcCLcO*EDmLWLm7R#
zclwfyVFYyUvEd#^}R?H@5!c7rL&v)o`>h5K6^P
z?fS2`YW7)2marQeTU(FN%vEyMWB7$&IwI;8((yOjZ8N{nTSVcpwpI(SYQo!uB*2hZ
zm+Nj^4?3AM^hc@^r1yiz@0rRNZ4Y}p^mpa)O&UWA(@0y-Oq6HjaN(6`C17{)nz_R9
zEf-eW&U~A=7E%5lVnWV^_2~MLN3N;Q$nU(JF5TtUWD&A)`c;_<$o2OKbh*D^<11;<675sH}aoOsJAC!$3@49J$u_HqnR7Y;Xvkw&>=P0R+8QD
zV|BS}YVDtPW&aNfv&8vo3winZ2W)3TI75%a;O|zhf2{^oWAl9Q;5qpbab^rmCDb+#
zfL&m00bIdWB(uSf
z2bKfdkcLN1D1_aJ$AYuoTqf#APUYH$*x2|w{9mZDqzwKfyYc_H#M&-HS~5&hAZvf>
zsf5g>@YB2{$I;wMB=EzB4_9c-xF;C}nY=MDq*FsPu!mg@G**#QnGCWMW0RpcLZo$o
zoiY^X%8(&-?&8%vf`ST6+AJ$|Sdx%=xMXnZP?|>A%*sE`KRaBA7k$bAZ&2We4b5R^
z<}yUnbj$i06sp42C(+vtM-J=@6F#|;2$}&UPg$qO_*a?DC_=~z1~ltaq*H1G1LF!d
zZ*TAEzHykY2Cn^BJlwQ&$%O*in~~fHKIb;KKCfR&52Ni7!c0^msUj&I?3_xeeV*6;?bp>M*EpV|D1fvT!AF
zcpc_0W8P>no{AAcjOq>d`a#A%EwDNB23wR)RFYD?Qk=MQsrFntvdA(;&1V!{hNusUB0Y4o=Qw-C>-FQA&Heo|syjM+
ziX>x_7x!NL@+Um^yWkne$teU_>YeFuHON9_212Hg*~@+kS+mX0p}PnrHqKcKA%!9j
zXTR*}sYJaVj6ScvOZ(7>;|+;Fqc6aUO&_&1@qnYaE2V%7dHKkVGm6b9p7K)@X^De^cZ;r*T`
z+YcwSdh(g~9_y(~Ot2Si>x!CzXw>nP$zm@$V*cx(evbFrmlm$|NgeEV>yNFPi(z-o
zWp7wAv(NrF4gc&39CiVMBjAZo9O7EQ
zRZ&AYj*?+nz4`@QC_8?HXkxZX~P4@
zog_Q`WDEmf<3nT+hwcTlWnVnXGGiPUL7#;aU|b5K;e1pFx0_}P=%WgWna+}IZf>@#
z0onP~)zy`$IfE5l`+vnpfk~%sZ5Xd4yFh)obD_Cu(&wzVsJZhY;(tBB6@re@tvxfd
z_nhYfy0oKB7~tt0TbH!y{AKHT?nlquT;Lsm12l8F10fZjU%qf*?=it+Ha0_Z@6HSj
zkLmcL)BlW}l{?cZ*oz{RoIjGLWYdLvN+4(4g&&eMRt)j^(*DCqS7!F3ir4hrd&S_W
zJ)p>uSn!u)A#2@N7ZT;sdUK3R1Y*;B$ntmQGGXyF%-<
zk^m~}B<^uWzy@TXb7H{lThVoYekQBRr|oW+RJQFx#*XQkl3fdyoP29!fhXFE6lw@4
zL>l7qssO2FAn})
z9vSK?DK04)Ovsp!FK!b~GJ~gD>BQOTt6C)et5~JU^3fBnf05r+XrMzk;ryz%lOe(q
zY*s0XrXS+g@y|ebFX6JjgR^kJp$Wz-;8_aUG^Oci6yV;@SV@H2)u3c>K??n_2k(77h4+R;6+(V&D;=fqEJ!=!;?ax
zM}Z859i;HVWkiN6>KI3*rwT1Y_F|d9`xk-Uh?r7%6
ztrn-LTK)3n9B4E;hO9mwac$|E9ls(R7lW}Z6pII&Pc486)Rox|YMhS5NKM@*Qw;ZT
z?70ssCfXESlpy6M^willM8NEohTbafm-;gko=%^SXo_Q8M(4;eOQG({1PM-vSNu0>
zFEapPo)^qBX#5C;49Ka|ilu}83@Fe#3f`v_gP;n3mvHs1YFMkkg=KT>yYw+=A{z~g
z&INiim(=3_eNuqI`W4zG4m*>4F2Tk1Mm%i~c!U;__|}ZKgWJv6@B=g8K*RdI6}(zj
zTT2v-vc1He)0?E3zV{Bg78SXyX;NSpGT~n5FNv?x3yO;t9hNgqGAU$c?M{n*
zDIvJsq)={gO@Hyy*Jno~)vgxby>DMFCi>DL
zQc?0QtRKVS0r`0*-L*+y_qY+;ZZOaVCR6(GVSnpMC|E)=`z`^tLFUGT(l>`gByk3X
zb-Het;ya6ZYHTzbF*>i+t*UgbtOlYuPFl5{QXEqlTb*#b#w1_vZ;Ti@bcz>qNma8(xZc!+K%
zqR(8-JL=Z-{ci!8TLu%SMqQNf`ocg^S0gAYst!rNLK_T5`G`6cL~5FJDI1-h%5QR7
zE)#>30<*aP1R1Z0+^_!IZ@4q6US4#Bk%b7G8+
zvr!29Bp&q$fwr`o7_6Z4^pbIiO{{r?W8|E@Hh^6&{^I^Z;zMz;6Fy(+ebLU+Y
z-v`vm94c}6IGa(xNv~lDE1y37$!@U!(ms1=M$pQh5{nJ7mKo5$cDd~y`+?x}v2Jk}
z9O{*+m!DVAkr#>u*-j^aB6ta8U#M(Jo`b80K6#P}QrU}rHh<%a#yxJs;h_kdB-c~t
z23Lb}`7O8aPJJJ?j>4s9HU9mAxs=;H&!w0&a+w>^uG8mUbXBWHr42o{U7vI9b3N-mj=QLE
zWRup8ui5yy`34RenFCvfXnRS}UC3}m_0~BJ*U>5nn3|^{Jyn3g^v~UE+5<{g>TES=#xg8f)F(Kq
zMfkVB5f0S5>_Ndv*~v
z6-h|&G4sNnMfDlkbCOQDv$!?!pdk_aD5KtG$_eMb&NYOs?{IT<*GY+~@qRit
z68;QcOsp+E71BXLx|csVR)+?;TLl4QZA0&&AL4i_G6sS8{oeUJA7_;zM5tkTT9Z@Z
zEQ`Q4sbxRAjIycM8q}koj20xFse*gq?Opq685+BCX{4!tzB{>tVg(KegO}j_*v2t3
z`k>2c6q}m7r=YpJ!~3^YE0XbpT3->ZK=sH%fjF+O|5Y<^r|61O-M?_#UZzXDE_1um
zt}e7l{7J;mm^L>%@+XzI`ZhzqiQIj05}I-Rp0G#Q|?@Dwkpl`Hbix@
zN}N9Z6uyNBu(7lhX&IromPXR{W9q1N3Y>2!UJ}Vf5Ms6!0ileJ1W@c%*gFQ~C`W$Hf<$Nz_eNkeZ{V|+FF)e!K7K*L9v^@8t;c*`LLEVF
zcpPWmP;ZvfwOdYB_7x7GGWW;fO`1Rf7^qwvyk&&54PL@qSqa~`>{->uGguJMaQ;Ur
ztVQJ1Bm-<3OXXkXN
z^CgqRE>jh1ky?fcwHI$8r!8Kz=#_C)S~+lOW0yEuiNnyQhs|A+5{^Eu69DDZtx-Sn
zsS`NDWyrE1uM<-hkEV*Tii}A;dgKHNOdK8Hk5iv}y9HU(rldx`JXnoCNCWL{*f2Zr
z&aH`AQm;7cOezX4He7kO&Z+``IEDBKI+CsKV(xZy+dUwoBD70cU`slyiL9Fll4Nw6
z>X({&PHo3HookRI?Op(zuzoO{ayXmbi;K=g!GX;!xuQGLk#iN)TC&z$jH9;YFbhmXb6x01D%_
zEn5!3^En{E2WL@8NJxF|og|m~w!(0n>?7Q*ZXM|$bnNjiI?bdAOg42M(jnQ@1Bs*k
z2C4H9Srh?@?1s~)bAdXRY*JQMW?8wiX~J80t>DVZ5BaXI$Sz7vAFxQhdh`g0C=){b
zf1&BTpI7A9OrQ^t3T#*cA{#*``8C0>M!tfdYc%H(#&>7
z#^J)ew;dV#7CFmm^X6-~;lDv`t2Tao!T(|vS}(ORV{%A;_5syJ3>{XTdCF9>nx0-6
zGfDNEL?i)TE`1*JU+T@O_y67&whtLQRrNLx<}!H*pG`|1+ErepIhC9L(WAGiN=}Cr
z^ZeDOPAzHsesD%pezh=tz!>N=2Q(}UKcFI<7+0gvA#yz3?z;Ev7hR@AvEsb&$MB2#
zbk)=LD}t5P=g|61m(e@1-4sCzY+<~ro^&K9WP
zd}e%X!Nrq^sii0r97);R2>{l2vQFMU`vr^D|NQ;^uTvtQD)uU${q)cDcFcmXs?qTG
z^Gn2*4QbdJaAiwzpPvFRt_i5N;M9GgpiU&X<`J^7sSmBz{>=iM(Bh91XVX41zWGM4
zsY23&$yG`TfW@3VqV-4$?DqefB#{nL9_aK?b;db10TjPo7vP^
zq(Skl*&ZYgAJt+BE%6!@8NVqd!otq{dY)Q^vqh2Bmee(FZ=DbRtDBORNYP-4%+L{Q
z&ocEGBFPcaundrvw#B#n?w^-yCSE7vJ!5iwoQB4;Hl%MJ?>$JILRBG7^!>KK8z)X|
zA!uLWNBw3>YiEmah~b(2`c_^(nBmh>F~Hz{c6^6*E&9LylTGbHQg%rD_hrjCEv?t0
z86w?;3Dctief!#ovrqjM7FNu<1P2}_RmPM2l=!`3sSLtVG4nj}`io)N;;w6J7quAl
zZCiSyS}fbL;0^QJK7)QO>V=&|B1S0UqCTnr+0y3QZ@8M8T0XI^{?OQK3FWPIELL0d
z-soQb~d(>;PEa*Bb6^amsZUNz%lXt^5hoNskY
zYdM41_O-CHz(VNcwkBt-bv@d>THOjq*wfwLz)Z@Lk%9jON;0oUpVn495pJWi%ph*s
zwf}vS#zuuq9!EioYv-9o&|aHLmc=wxjE6L14-~
z_@1OE(OSK2{OHjMB(LWHJ9Z*2(TANX{wUd5bXh#?eEeI4`TZ>@&u_`%Byx+ytcPBU
zwy0Oh-o@OPue~m}gW*^(BqYXt)~-Eq>XZY2>tD@&-dB9%+sPQgd*HYQZLG0fM5_9Jhjq
zou9_sV`xFN1x!$UJ~PiW!F22EWv0`)q_>Eu{=UB7n`hDtBBnagTwjC7lQ?#cn0$#t
zAd(8Iz&|Fz}P!89z>QphoN_+TDD4dieA)0QO7Ew$EEiP
z==?*(;O<$vVwn;DkD`UpS`sXFaoOIloMODNQ25tLzQ&tMgqW~@Q!JncZ%_N0oIwRY
zjw~$VxVW%?$}bjwoOzb0^E%bTEz;vxe&mdDnp@#<<;$wH4qNK%hRoIy}wU+83?dvJ6Z%`dtk$Jx`6V}+Q
zpXAx>@~zPcXAH57NVFOxgDaqsW!EbhN^oTA<2UYUe8#%Ex>I46P|jBXd~R)cfd+V2
z-wo8kT3#%rVrZOXu*)1jyw9|^VQ4yC{@EAd2sP5m6%3|Cu3m#~p5Cf>rt
zaU?$xH>ny$*)eh2AoB&G8V`X^H&K}1Vz8WW9U&Y{c?0$MtNgrk^j&S0=kI&F2R40U
z1sE0UIw98NsK=+!lW<=lEJ8#yqQ10aHccGN%Vu#w;^(f55Wqeji*FT;L3)-$86eNg
zZCPddGoq0Sq;1CUYtt@Ws{Z`7rNVSbs@z9IQ!^8j<8w@|BrY?PnQT7kM3KjQwZx6}
zbM5|{G;s1jJGEnT?EF^B$UN#epwp}kXSe?T)3tn%yX`~k|Lo#x)3=qs^?1Kd#LOuI1$;_gnP`*f(Q6jhC)mRy+w<+%ZDQgb;`}aWCzK6sSWu3O$_s9|1bw39U8l(yStF|J!
zFVIaUn6fjzi@2=Xu>Gv+UqnPiRak9hMTLaAx;jft;(ml126e(;;=||9Jwm4OuPv4@
zw?*ssI4^HD5jBA~4mvkfMWqvM@4=%-pL*R?YVT>Ivte7suXT-fc6OTEKAEA)li2Za
zUT|dOQHJs>@E~_`cJ6n{JASs2QFmlF(Q$EpB%y8w;m@Bl3^Her3N7PI>A!#fJ}WGo
z#Y&%w?Z?_befrc<0z|)?M8fs!`vL-bgZMwXw<`0pnNQLL9&A5}lpy~POL1uI_tqff
z&b-Z%T3T8OH*P#4rtiPoTY{f!0}9V(yDoIy`^ie_xw%q&9vM$dEDsFUt{q7R?y_mq
zriUX65e83kc-f6xNIBEc?L!?i5YUz4!0y@c|#XN$lYbfi-oOlas?N
zwO^MmUA#7az329&hs&V6@cmo%tth9$BMLu)u;_3+ZuxZghEAYfk3g^zk-s>;yNe^)
zjR!O`{S*|sM_sWVqPwH-&Ye5unYJ`hc=h5%2HI0oGqe5Fy64WH?-URaU=nBcxS(Jz
z;IPS<&Jr6pZj|Wjxg$vBVNsDh&Lw(;RSn#Hz>_4|+&ExU?F_#u&f52-D0pT9Or84c
zuyA2-G3n4s+?3bz)TZ8)TDNW;`y@K^TKg;QB>?W>=@NLm@YC0C*f7i5dI+mLXYvoh
z*Ce8@^ckqAIDFi=s~u-V>00Mji^s8I-F~$tJ93aqi=InO
zHx}IlVE?e1U(!uV$~z`zME#d9&XjLbf6)5aaC|?!yEg?Zi~w@gP!Q#xZ-_?J;9Yw6
z?rm{>Z7=cCs5&zEqA&z=R;?N=Bh?x6)XKWL1KhV^Q>Ms0=uuiwSlCa>rz3wco4!8N
z_2$i+g)A<^?X(v{;bgaOgE>OJ*!1`0$5MQD!2|UOgS=1?>E-1^!0-NL$L;I5rEU)6
zi+e&sWC1EAD>5xUfB4{g_N?;x3m3dqe*XMvf;su<5MxBOy@-4J($Z#db`CJ2IegTp
zu6%(`Cgw9F;6^3irg|(ZdVb-;g@l_o4bazC)COmJu|kLC6GO+1>ov1jiF?;$zmLyq
zD&i(&=BwAO>&p9(@EX+nN`vdWycJ6uzBMQYR+v2Hd|+{ls=v0F1CDM_DRo>gn>(8xw5ShFlE#!N*#w1ta&iZQf}~BKE^T^W5not($;4+y--ZX9Hg4?EzkmNn
znVFTSfbSEkbJU$2_nN#B5q7Bg;_E_aBZ600EOfbBXj&p-lI(6+TIePf{acRD=7o6Q;W~#Ch
zQ8ar+*Vpyg-CQf@NgLY4auZGbBH)6$q6W9^u(a6cail{0@Sx+P*1DTAhJBbu*AC7+
zbjp^&o6GNyd#<;;Rh|fM>Z;Ol&D>m`Y3Bask>`Bc7uB3PeY(fEapQE|8|Iu}Hd@BX
z$w?dlX01$2OeC-Z5^ozATW)T!T4Q)nP{$DC5j{2Wt=qA4r!B=s6Kkpx@VsM|Ce+#h$w=%WiyH>1^!(TmVCv=Nr808lAs@Gy
zGbIL3-?<;T)Q@p4_g!6F=1lWwYt`A^@@0xR{y-bBa-(?^lEgTK+{x)4ZI{H2pj+L#n-Q2`vwHe-Mo4H;lqb3xIh4Zs~_j>Z$nxB
zjAe!!Pt)Yg-o9N6+RT|vB1$?goj4bS_x>Bu7>eA2omO82ZDzxdddWSmU0SSV20KA6
zswSn{?k-L9nz6g}$2_&=H@d-IWbNr7`5hCLvl!!8;Cbt0c0MMCl4{oBy$$-;=`@_S
zZOepGmylSyb}esrCPh!v_&bN6a&v1xnR{NU
zU9YAMBByJJu@B(1lvNgC2*aFYO!t;AFYY&$$za}svZiJ~P#%2%%D^*cdP(pDnyUQO
z6X>J3;=_gxm0(it5dh1vGiSsaT)*8PDk}D1UVA8U&gR+pvK@$y7F%xuBP07%7?f|@
zwhfk`3*%kUT&;GRPi6G^N1(~8X*~CyI57Y?)gQxAM1`&DhknlRrX~YlGx+(?%}3XZ
z)o*=aGW2Q4o-l<4c4Aokh{j`+xoUAuNsB~(z)CcD1xEz#|uEzfG}wr#6zZIuy9^R2xL%Jn?|
zzZQTDa&1+r6v2WsoASKh&vgdPcNX6A$@6zG4B8J!_8=#xI~2#5J#uze6B9LYrhlpR
z;`F2q9VMs@9-?%p;K>kV#5!Mz++3y6pJxmlIB2KdEkslrbw22g3R9sB{vTj}F{$U1jty5U>(Z-N
zuk#l#o})jaGBPkTli?$1FcCp;d&m#xLD@D)?%|V)dc`8yY1o0D3f?e@t3@zj+dFp6
z{=_xE8(d-W|Km4ivwHPjjM^o*YLp?S{@0w{+_Fjind9&3uHOFfd1pQ`uBtx11rmGc
zj?dn>A;TGx$UUsdN7UBQA&FbaF918)M@t+U)n@E(8HAnhwZ0vOj`c`QX&G-M&7f;v
zC8fg<&einmSS!)Hi+6k6F{|t1Sej8vV#op%powaZo}^+C(H8?4R}RmCA;nS
zy~)bz!VM(K$UO~gU%q^K6_*Jk!~M5zX>p#$DsSDBl=%U!E`h~B;sU}}ORxZd(08<|
z%J%2C@*zk((*Xn8-zopI+M^=QB%SVREGpm+yF%PbN;njbO{$7iF>=^uBn?wBi|32$
z&OWNV2XEiDUhS>ltiV@ivuKz`0~Sn&!^4$UKhE)wpqq{cV$k08cM|W}hI~Vm{kyAq
zv~cmJ8}Z$(uK0n%v!eu+$uM>GKJ?H184(lJhs2tIr!)`y4<7V4dV_-0B(j*xIP{^T26DCjg!8{bM
zeAM>Kf4-IX89sb?WzC7m7ZAAe3JR6D+;x)Rf6NL}A)@`d8WThB*Ol|+@7ePAZxzHx
zy3x6F=l1cu5{G~N@}-xA$UiGqtmvzt;0F@dmnZ1WUB^4-;z*Knbo+JZ+)qcDY$^ZWQ
zuZd4gMJhfa^F00>B0Jh&`3d&jmX%V{a-Yom^->!klF(14ueDOotQ)iG@wi)%{AZ2r>GLt`l{MdcL
zf(5!ee|Cf9en8bIei+Tna4oF?V8;@6_C
z_l1QiEHNYERpx6S{gcHL}$ADeUXtv4j(xpPID`zjq;hd2WpQfG`Ao{
ztf0qRcCHpps$t=pS9cKvmJ}5^QRY?k
zYyjykL;`$Gpnt
zZ{LRV3zjUo9`vo{vU6F=#@*G`)jG_ck*S>E?;TPms?d%9NAX23;tIgRTDkZ9%k>*K
z=FyP(?eu8+K8#vUp@XJus_+UQbTQc{vcSi53%d;Gm^pR<6)HMO*EE&lZn
z2&eG%>k}-s@0>G1dh^PaD+`3t!yu#at5QO#y;64kP!0|brf)Iw@@kiQO6Q`zjXKe)
zAUF4{iqVavq_Y<a(v2xltkq+`HRd
z)T&n)g{iO%dcg`BU$T@P&&Mzb=;9(PJmlZkPW{iwC>m41Qv>7X&s;%cLCF;&!bR&c
z{;}*wR$V=yMY>KKSYL8;EZ(yD&{}avqRDnIU%y@p?H(E)-a6MHw_$&7L%DcYK`PD!
zDN4*~`@Fr2pjFD)8-1j9#5qnC_K6Yl>i~CW-@SXcfvf6JyRETq!QZAPQsM=b98!{L
zkjku}ac}IFFCRF4`t)LonxGmS@^sb}D4DJzIo1GSV_jlz9Hi3CD`&#O(|p~+?CgU)
zhxho7ySFy|NPDZ)yw1ScSu>5*t#^}?ztgOL+xiU{AvQXCmQm39O`D!j5xUUEsf`;a
zs}-a>3O~5Q7cYV#qAqL9z3uSoP(eY#;eddVmam1DZ~0##G%KIJ%nN3Tyn$DI3|c$n5yaV`jpe}pPU}Ge@NTmKm*5B
z<~k>u57~cx!rh%5)c9t)zuJ;cH*Vd!;OEz!x^jGz;<76iv#50@>pkXUPQbC>W7CYSOzgdeG
z!M`$DqCKvCIweKS;v{J)kTEAwE0pV2h
z073aWMT)oNwN@n!9=fWG)Xn$w)fx
zJAcLH6i}q`G5uBdwjbfZR?*!8*p(Q+KbMdYhzntqijnMq7l1?;m{qpuhG;gF+E4jR
z_(dKmw%?(MEe8*ozVi`pf`gWXoJz%7&1U!CkE1v?Dq%)0#BHLi68VzRjRN}c1!{rx
zeoc({YHDZ%s)ih*-=Hg8AG5TxwbtUc(JB88j+o(9zz^g~1Y&8kI#O>}Xkg$2svz)&
zV1lGQfJmIlXw~_9;BJ;IX$ekbxP>QHxnpP!DB*J?hK8fmt!^FWvvRpd=S*32s^Jgt
zL=snucT~Z34n1?`36l2S@)~;xMK=-?D~XVgcA*7Wk!0T;;PPW_Z6<>4WkaX$mTkM%
zKUu{HAi*gn{B>4qbDl2u8=$DDD9#G?iWZ-9!@70ZP&a-)53T#LH|wH`Q7e{cM&`Tc
zKYRUpz=S{QoYX;{yr=c{_H*XVBjo4=G1OdDjPZ5UxpTt-fplolKw-=;71Z7howPw3
zBvV0F)*#7Ia(2w(A4pP1q7;FmSVwWV|6DEQ$=2=LX%Z7oWjLekJ+9)%3husdxCC?f
z!c>8zi|0VY1b3cULP_eDvGIVHYuBtPeDr8P$7;u#Q`~5Zejjc>;hJ+py&vp`zB+{$W6kP5%l;Ob^b{#Uv2Qtbn447R~Z
z`#ApvB;kATzp30RVY$ja)E_Su8wr}>ubyXR9U#JZHhqu&;3{fFUi5y8Oz;t&{;2Q;
zd^lUpRL9~84jVW6>$F0Pb8#r{Mp5R9d&x4y-UBE3@@3CnEx+S>5HK8wZKUPe$ebQu
zsRmt1wETAdd(ZCOqmLZvMbvA%z0_^o`0-*{KwM0W0neqRw3IKf8y0Dc%JY*gjl^e5
z$}3`ew`>_p^8zG7q>jtUf`ch3F76()%Dv}1P=FCeRoK@U1|1zTV=W_QAL{F`{Jus}
zk7UampwHnAiZ6L!e>5e&ZkUUDOZj+12-Se<7sF9)=WKd^Sm<6~diy9{X8N%|k+&k(
zv_wtNS_Ebnx^dOXKFvExA|s4!;V-pOJm|SM?C0RlH#CgmO!H(7N>FL={CiZ&-|4v~
z5AD%1_=+e1!_sSkRLdH`JYCn0_;VW0vx^(IUQuO<5yd%51eM@Pw0*82h??A!w
zv7*AHvb1Kxot?i_*?4LF(dJru`H-c(uc)?GipE>G|5moTzmo_L4$eTGG*w6EnCG9&
zoh~jDU~Xp9rci_>(9%r8a@4Bme(zd0_2b4P(4Ng}$h=m-_Cs-*xUfMg>zBdFE<4VU|yEgva+qc9F
zHxZbqpzCNN9xe22K9fWUSRAAh{d4rZp>OZ+I*on5BeEBhUu^WTU%!4d#O?zy;eu0>
z{b{7XT`^&T@jnj_4~GpK5}}K!-fRpFySddDk(M#DnsF&6-ZAx`?C?*jJ&K3^XlSs7
zP74hSYkuv4s?Qz3Y3Gg|CiCVUoI7_e-wh4bD5HpJZUKlhan0*;dsAr^{k_;rq}*{{
z7H4#fQIPMcogp{=d=3l?Ga@D4+W02G-m-=98lsF{=h8P)~JI6==A-`^^YHEt&wZ(Cq
z;Cui!@i?UKu>|N;SeVEq6fbg8wp2E3;CkiaOxltxirAsDb7sIrd9|zoig|kq4kT1ri#4=FA|)$qwi1Ch-dgaFdu4
z-SMq#Itla3k${sh9a5*KHk4CV7CwBqmm3IeF_{aK2h0+v=AQsw6MgVt*K8Iy4d|sh
zZ4k1$EP9kej*a%2vd(<_^ZLcT!Cl^o1ap79JeE%8@@fHZ)q
zir!&vVeuI41rL2;sK#D_PR)QRx#{zhKPP+ktc%p)w+@GvFi7AIf`=lTvGp8X__xI0_OGGMQ
zEsgRQ@P;@u)y%mEbhoU!yVZ~C7YL*3FC-yJ+w$RW%qGvn0cnpJ=H&{;NY^>WFI*g2q1WUuz!l|v)7
zHVvd>e5qUls0=nYPf#2ev-sH*5O1znHmdKM$4&nD?VEbQGEZi+2!Trvf(R4
zV@+fPI9%*6b;qk+kNEb4>r|MLv5y}2J;h1pHy001rJ4TM;@k4ZLGq3i&4)&UiJX}rbOzp5CF@xc=6Z#t$*`frrVy>1vTzOrbXm5f{GDk=7rn0r%Z7ydO#Of;`^5ApR9e-M*WXj$T)WV_#CJ;QN6~mJf9bw
zje^X;DCkk4WKzC6mI#IvxLO;Y?j;r8gApjSaQb*C$17y7nxEE61T_tb37fMP)2sZ}@hv!e99;M%}gWdwE
ze4X~z_QnK5Bcr&!Cv*{DTryL2?l~{Q%R
z2UP`b8Z+`PcV`LD-YNR{(XVLu`%s#`YA`o3d4M+UIeAk%qf9nLr=)Sw!_P`D<1;X5
zThBC`Qt*~(BUkXZ$RT0KHd*Utdw6Gr|57bq%XO-5_O47goV
z)Y(Gbym;^4y@6@w7$5+=A-GuxuQ^a&K7o=kJy6Yhd`M+Ukj}E2Y8kJSiRq=Krzv3v
z*gZN;C6)v7hy(Cx$~fgq2i2wxw6(W?gm+1xr|D+CO#12(^C|$5f<;&Vw`%1lT`FC2
zg}47cwNlg9FJGSLsge#Jp#P%wPeL~CaIB-tndv*e&m33vX{n%`D3dd*+E;$EYKwqj
zn`>a8sjTcxu+`o5_l8A2XMSmguX0}2Yi`B!+}uOZKhQ-Dkx92|1VoBoD=4cnx#i4`sxP9q<0fc}t|mQF{^SNHyXT4QLV
zTRM`8ryw-GhR08uMtu9QK#)wX;g4$-sF9HWM*_o%XN?B10L0p_+Yw5GAD}x?k&)$T
zH;Q0^$I%ME(z<}%T{BRyDOw|Y%knlf?4yl>N^HZ_K9|-GQlhKBar^c~;}~18z+&7u
zkPIGV=0$d?s_aR&I&AkcH-D`-B}`SZ_~*Bo*G@w~@~#gV#y7m3vt{6Q*ckDFD6o8=
zgdj?fJ>xlg+_+j)@4VS%*H+|keNa9718_CX0fd@pf0_e2y<;`_YQ=zcPzb8L)7!kMJxU|Ki090}qd|?D*Dp
zkWC`$Lh^+k>n`>05}|(pVa%tG@buIL-_8L>GW+}C$G!X!qy}&AN6()J-MV#a(v&Hp
ze)EwWqo)@Eh9s-CvAm0W>T~-2<(8IyN#ngqlwQ2k>(AZ>2le?8`KR
zkPWDeFp{3Pvv#WX)(?F{jMw;#j$5{AVNP!y_a$}P{(XcLvc0|&`o2B%$vf59bH+Xi
zQeN6uu3i-c2JK?>YvB9+kOopqhqtBW&ZX0gLMC&3jKomr5I&8?9hVURQoi5{SFF
      
   
-    
      
-    
      julia_parakeet_for_loops
-    
      
-    
      AssertionError: Unsupported primitive: <type 'numpy.uint32'>
-
-Traceback (most recent call last):
-  File "run_benchmarks.py", line 184, in run_benchmarks
-    record = run_benchmark(name, func, args, kwargs, memory=memory)
-  File "run_benchmarks.py", line 130, in run_benchmark
-    first_timing = time_once()
-  File "run_benchmarks.py", line 126, in time_once
-    func(*args, **kwargs)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/decorators.py", line 19, in __call__
-    return run_python_fn(self.f, args, kwargs, backend = backend_name)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/run_function.py", line 144, in run_python_fn
-    untyped = ast_conversion.translate_function_value(fn)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py", line 879, in translate_function_value
-    filename = filename)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py", line 825, in translate_function_source
-    filename = filename)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py", line 769, in translate_function_ast
-    _, body = translator.visit_block(body)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py", line 731, in visit_block
-    parakeet_stmt = self.visit(stmt)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py", line 470, in visit
-    res = ast.NodeVisitor.visit(self, node)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
-    return visitor(node)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py", line 662, in visit_Assign
-    ssa_rhs = self.visit(stmt.value)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py", line 470, in visit
-    res = ast.NodeVisitor.visit(self, node)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
-    return visitor(node)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py", line 501, in visit_Call
-    keywords_dict[kwd.arg] = self.visit(kwd.value)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py", line 470, in visit
-    res = ast.NodeVisitor.visit(self, node)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py", line 241, in visit
-    return visitor(node)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py", line 616, in visit_Attribute
-    return value_to_syntax(value)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py", line 111, in value_to_syntax
-    return translate_function_value(v)
-  File "/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/parakeet/frontend/ast_conversion.py", line 841, in translate_function_value
-    "Unsupported primitive: %s" % (fn,)
-AssertionError: Unsupported primitive: <type 'numpy.uint32'>
-
      
-    
      
-  
     
      
     
      julia_parakeet_numpy
     
      
     
      AssertionError: Unsupported primitive: <built-in function geterrobj>
+>AssertionError: Unsupported function: <built-in function geterrobj>
 
 Traceback (most recent call last):
   File "run_benchmarks.py", line 184, in run_benchmarks
@@ -1104,61 +980,57 @@ 
      \n    from numba import autojit\n  File \"/usr/local/lib/python2.7/site-packages/numba/__init__.py\", line 18, in \n    from numba import utils, typesystem\n  File \"/usr/local/lib/python2.7/site-packages/numba/utils.py\", line 102, in \n    context = get_minivect_context()\n  File \"/usr/local/lib/python2.7/site-packages/numba/utils.py\", line 100, in get_minivect_context\n    return NumbaContext()\n  File \"/usr/local/lib/python2.7/site-packages/numba/minivect/miniast.py\", line 140, in __init__\n    self.llvm_module = llvm.core.Module.new('default_module')\nAttributeError: 'NoneType' object has no attribute 'core'\n"
+        }
+      ]
     }, 
     {
       "group_name": "growcut", 
       "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut", 
       "records": [
         {
-          "name": "growcut_cython", 
-          "cold_time": null, 
-          "warm_time": 0.006012916564941406, 
+          "name": "growcut_parakeet", 
+          "cold_time": 0.42096495628356934, 
+          "warm_time": 0.0046639442443847656, 
           "all_warm_times": [
-            0.008693933486938477, 
-            0.006012916564941406, 
-            0.006022930145263672, 
-            0.006597042083740234, 
-            0.006233930587768555
+            0.00531005859375, 
+            0.004951000213623047, 
+            0.004663944244384766, 
+            0.004747152328491211
           ], 
-          "std_warm_times": 0.0010132483242115569, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx", 
+          "std_warm_times": 0.00024926502102072084, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_parakeet.py", 
           "rank": 1, 
-          "speedup": 1881.414591593973
+          "speedup": 2147.5241795317452
         }, 
         {
-          "name": "growcut_parakeet", 
-          "cold_time": 0.36848020553588867, 
-          "warm_time": 0.0087890625, 
+          "name": "growcut_cython", 
+          "cold_time": 0.009152889251708984, 
+          "warm_time": 0.0062019824981689453, 
           "all_warm_times": [
-            0.009679079055786133, 
-            0.008841991424560547, 
-            0.008814811706542969, 
-            0.0087890625, 
-            0.008779048919677734
+            0.007035017013549805, 
+            0.006947040557861328, 
+            0.006201982498168945, 
+            0.007946968078613281
           ], 
-          "std_warm_times": 0.00034982290983843724, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_parakeet.py", 
+          "std_warm_times": 0.00061913661359338341, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_cython.pyx", 
           "rank": 2, 
-          "speedup": 1287.1439887152778
+          "speedup": 1614.9566755083997
         }, 
         {
           "name": "growcut_pythran", 
-          "cold_time": null, 
-          "warm_time": 0.009629011154174805, 
+          "cold_time": 0.011638879776000977, 
+          "warm_time": 0.0097451210021972656, 
           "all_warm_times": [
-            0.00990605354309082, 
-            0.009748220443725586, 
-            0.009629011154174805, 
-            0.010061025619506836, 
-            0.010226011276245117
+            0.01582193374633789, 
+            0.009745121002197266, 
+            0.0120391845703125, 
+            0.011751174926757812
           ], 
-          "std_warm_times": 0.00021341611853591141, 
+          "std_warm_times": 0.0021962731413242773, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_pythran.py", 
           "rank": 3, 
-          "speedup": 1174.8650803476366
-        }, 
-        {
-          "name": "growcut_numba", 
-          "cold_time": 0.7452571392059326, 
-          "warm_time": 0.04487490653991699, 
-          "all_warm_times": [
-            0.04487490653991699, 
-            0.04530215263366699, 
-            0.04511690139770508, 
-            0.04619789123535156, 
-            0.04583477973937988
-          ], 
-          "std_warm_times": 0.00048368756018663976, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_numba.py", 
-          "rank": 4, 
-          "speedup": 252.0961008187271
+          "speedup": 1027.789499437295
         }, 
         {
           "name": "growcut_python", 
           "cold_time": null, 
-          "warm_time": 11.312788963317871, 
+          "warm_time": 10.0159330368042, 
           "all_warm_times": [
-            11.312788963317871
+            10.0159330368042
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/growcut/growcut_python.py", 
-          "rank": 5, 
+          "rank": 4, 
           "speedup": 1.0
         }
       ], 
       "runtime_errors": [], 
-      "import_errors": []
+      "import_errors": [
+        {
+          "name": "growcut_numba", 
+          "error_type": "AttributeError", 
+          "error_message": "'NoneType' object has no attribute 'core'", 
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 98, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/growcut/growcut_numba.py\", line 2, in \n    from numba import autojit\n  File \"/usr/local/lib/python2.7/site-packages/numba/__init__.py\", line 18, in \n    from numba import utils, typesystem\n  File \"/usr/local/lib/python2.7/site-packages/numba/utils.py\", line 102, in \n    context = get_minivect_context()\n  File \"/usr/local/lib/python2.7/site-packages/numba/utils.py\", line 100, in get_minivect_context\n    return NumbaContext()\n  File \"/usr/local/lib/python2.7/site-packages/numba/minivect/miniast.py\", line 140, in __init__\n    self.llvm_module = llvm.core.Module.new('default_module')\nAttributeError: 'NoneType' object has no attribute 'core'\n"
+        }
+      ]
     }, 
     {
       "group_name": "julia", 
@@ -218,90 +204,79 @@
       "records": [
         {
           "name": "julia_pythran_for_loops", 
-          "cold_time": null, 
-          "warm_time": 0.002413034439086914, 
+          "cold_time": 0.0029201507568359375, 
+          "warm_time": 0.0024111270904541016, 
           "all_warm_times": [
-            0.004823207855224609, 
-            0.002413034439086914, 
-            0.0027740001678466797, 
-            0.0027871131896972656, 
-            0.0024590492248535156
+            0.0024111270904541016, 
+            0.0027158260345458984, 
+            0.002460002899169922, 
+            0.0024220943450927734
           ], 
-          "std_warm_times": 0.00089938770507012021, 
+          "std_warm_times": 0.00012462729745560191, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pythran.py", 
           "rank": 1, 
-          "speedup": 1876.062345618022
+          "speedup": 1865.0206664689015
         }, 
         {
-          "name": "julia_pyopencl", 
-          "cold_time": 0.20744800567626953, 
-          "warm_time": 0.002936124801635742, 
+          "name": "julia_parakeet_for_loops", 
+          "cold_time": 0.43265795707702637, 
+          "warm_time": 0.003353118896484375, 
           "all_warm_times": [
-            0.0030829906463623047, 
-            0.002936124801635742, 
-            0.003047943115234375, 
-            0.002941131591796875, 
-            0.0031228065490722656
+            0.003386974334716797, 
+            0.003654003143310547, 
+            0.003353118896484375, 
+            0.0035381317138671875
           ], 
-          "std_warm_times": 7.5340482252766387e-05, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pyopencl.py", 
+          "std_warm_times": 0.00012080107339492268, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
           "rank": 2, 
-          "speedup": 1541.829232643118
+          "speedup": 1341.0803469852106
         }, 
         {
           "name": "julia_cython_for_loops", 
-          "cold_time": null, 
-          "warm_time": 0.0037598609924316406, 
+          "cold_time": 0.004063129425048828, 
+          "warm_time": 0.0037648677825927734, 
           "all_warm_times": [
-            0.006514072418212891, 
-            0.0041370391845703125, 
-            0.0038940906524658203, 
-            0.0038399696350097656, 
-            0.0037598609924316406
+            0.0037648677825927734, 
+            0.004252195358276367, 
+            0.004394054412841797, 
+            0.004058837890625
           ], 
-          "std_warm_times": 0.0010501047470735292, 
+          "std_warm_times": 0.00023580495443110928, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_cython.pyx", 
           "rank": 3, 
-          "speedup": 1204.0346861128726
+          "speedup": 1194.4116268760686
         }, 
         {
-          "name": "julia_parakeet_for_loops", 
-          "cold_time": 0.4095571041107178, 
-          "warm_time": 0.0038728713989257812, 
+          "name": "julia_pyopencl", 
+          "cold_time": null, 
+          "warm_time": 0.010384082794189453, 
           "all_warm_times": [
-            0.004113912582397461, 
-            0.0038759708404541016, 
-            0.0038728713989257812, 
-            0.0040209293365478516, 
-            0.0037140846252441406
+            0.010384082794189453
           ], 
-          "std_warm_times": 0.00013736712737264799, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
+          "std_warm_times": 0.0, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_pyopencl.py", 
           "rank": 4, 
-          "speedup": 1168.900948042354
+          "speedup": 433.0475731276117
         }, 
         {
           "name": "julia_python_numpy", 
           "cold_time": null, 
-          "warm_time": 0.16756701469421387, 
+          "warm_time": 0.18692898750305176, 
           "all_warm_times": [
-            0.17749810218811035, 
-            0.16756701469421387, 
-            0.1714169979095459, 
-            0.1698451042175293, 
-            0.16957497596740723
+            0.18692898750305176
           ], 
-          "std_warm_times": 0.0033878103258604742, 
+          "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", 
           "rank": 5, 
-          "speedup": 27.016075079642643
+          "speedup": 24.056203980169304
         }, 
         {
           "name": "julia_python_for_loops", 
           "cold_time": null, 
-          "warm_time": 4.527003049850464, 
+          "warm_time": 4.496801853179932, 
           "all_warm_times": [
-            4.527003049850464
+            4.496801853179932
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_python.py", 
@@ -309,23 +284,15 @@
           "speedup": 1.0
         }
       ], 
-      "runtime_errors": [
-        {
-          "name": "julia_numba_for_loops", 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_numba.py", 
-          "error_type": "NumbaError", 
-          "error_message": "(see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 23:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 184, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 130, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 126, in time_once\n    func(*args, **kwargs)\n  File \"numbawrapper.pyx\", line 189, in numba.numbawrapper._NumbaSpecializingWrapper.__call__ (numba/numbawrapper.c:3726)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 68, in compile_from_args\n    return self.compile(signature)\n  File \"/usr/local/lib/python2.7/site-packages/numba/wrapping/compiler.py\", line 83, in compile\n    compiled_function = dec(self.py_func)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 222, in _jit_decorator\n    env, func, argtys, restype=return_type, nopython=nopython, **kwargs)\n  File \"/usr/local/lib/python2.7/site-packages/numba/decorators.py\", line 133, in compile_function\n    func_env = pipeline.compile2(env, func, restype, argtypes, **kwds)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 134, in compile2\n    post_ast = pipeline(func_ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 181, in __call__\n    ast = self.transform(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 602, in transform\n    ast = stage(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 587, in _stage\n    return _check_stage_object(stage_obj)(ast, env)\n  File \"/usr/local/lib/python2.7/site-packages/numba/pipeline.py\", line 192, in __call__\n    reporting.report(env, exc=e)\n  File \"/usr/local/lib/python2.7/site-packages/numba/reporting.py\", line 181, in report\n    raise exc\nNumbaError: (see below)\n--------------------- Numba Encountered Errors or Warnings ---------------------\n    for i, x in enumerate(grid_x):\n--------^\nError 23:8: Only a single target iteration variable is supported at the moment\n--------------------------------------------------------------------------------\n"
-        }, 
+      "runtime_errors": [], 
+      "import_errors": [
         {
-          "name": "julia_parakeet_numpy", 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/julia/julia_parakeet.py", 
-          "error_type": "AssertionError", 
-          "error_message": "Unsupported function: ", 
-          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 184, in run_benchmarks\n    record = run_benchmark(name, func, args, kwargs, memory=memory)\n  File \"run_benchmarks.py\", line 130, in run_benchmark\n    first_timing = time_once()\n  File \"run_benchmarks.py\", line 126, in time_once\n    func(*args, **kwargs)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/decorators.py\", line 20, in __call__\n    return run_python_fn(self.f, args, kwargs, backend = backend_name)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/run_function.py\", line 144, in run_python_fn\n    untyped = ast_conversion.translate_function_value(fn)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 1064, in translate_function_value\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 977, in translate_function_source\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 921, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 873, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 455, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 682, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 455, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 561, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 507, in translate_value_call\n    fn = translate_function_value(value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 1064, in translate_function_value\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 977, in translate_function_source\n    filename = filename)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 921, in translate_function_ast\n    _, body = translator.visit_block(body)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 873, in visit_block\n    parakeet_stmt = self.visit(stmt)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 455, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 682, in visit_Assign\n    ssa_rhs = self.visit(stmt.value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 455, in visit\n    res = ast.NodeVisitor.visit(self, node)\n  File \"/usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7/lib/python2.7/ast.py\", line 241, in visit\n    return visitor(node)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 561, in visit_Call\n    positional, keywords_dict, starargs_expr)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 507, in translate_value_call\n    fn = translate_function_value(value)\n  File \"/Users/ogrisel/code/parakeet/parakeet/frontend/ast_conversion.py\", line 1040, in translate_function_value\n    \"Unsupported function: %s\" % (fn,)\nAssertionError: Unsupported function: \n"
+          "name": "julia_numba", 
+          "error_type": "AttributeError", 
+          "error_message": "'NoneType' object has no attribute 'core'", 
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 98, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/julia/julia_numba.py\", line 2, in \n    from numba import autojit\n  File \"/usr/local/lib/python2.7/site-packages/numba/__init__.py\", line 18, in \n    from numba import utils, typesystem\n  File \"/usr/local/lib/python2.7/site-packages/numba/utils.py\", line 102, in \n    context = get_minivect_context()\n  File \"/usr/local/lib/python2.7/site-packages/numba/utils.py\", line 100, in get_minivect_context\n    return NumbaContext()\n  File \"/usr/local/lib/python2.7/site-packages/numba/minivect/miniast.py\", line 140, in __init__\n    self.llvm_module = llvm.core.Module.new('default_module')\nAttributeError: 'NoneType' object has no attribute 'core'\n"
         }
-      ], 
-      "import_errors": []
+      ]
     }, 
     {
       "group_name": "pairwise", 
@@ -333,214 +300,193 @@
       "records": [
         {
           "name": "pairwise_theano_blas_float32", 
-          "cold_time": 0.005012035369873047, 
-          "warm_time": 0.0008871555328369141, 
+          "cold_time": 0.0011949539184570312, 
+          "warm_time": 0.00081992149353027344, 
           "all_warm_times": [
-            0.001127004623413086, 
-            0.0008871555328369141, 
-            0.0009310245513916016, 
-            0.0009641647338867188, 
-            0.0009980201721191406
+            0.0009999275207519531, 
+            0.0008628368377685547, 
+            0.0008511543273925781, 
+            0.0008199214935302734
           ], 
-          "std_warm_times": 8.1478425327240775e-05, 
+          "std_warm_times": 6.9048527315114595e-05, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", 
           "rank": 1, 
-          "speedup": 25005.932007524858
+          "speedup": 25834.77958708927
         }, 
         {
           "name": "pairwise_theano_blas_float64", 
-          "cold_time": null, 
-          "warm_time": 0.0013599395751953125, 
+          "cold_time": 0.001216888427734375, 
+          "warm_time": 0.0010321140289306641, 
           "all_warm_times": [
-            0.002713918685913086, 
-            0.0018589496612548828, 
-            0.0013899803161621094, 
-            0.0013821125030517578, 
-            0.0013599395751953125
+            0.0014979839324951172, 
+            0.0010459423065185547, 
+            0.001032114028930664, 
+            0.0010790824890136719
           ], 
-          "std_warm_times": 0.00052109595877885997, 
+          "std_warm_times": 0.00019370569609799686, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", 
           "rank": 2, 
-          "speedup": 16312.600455820477
+          "speedup": 20523.401940401942
         }, 
         {
           "name": "pairwise_python_numpy_dot", 
-          "cold_time": 0.005014181137084961, 
-          "warm_time": 0.0015521049499511719, 
+          "cold_time": null, 
+          "warm_time": 0.0021979808807373047, 
           "all_warm_times": [
-            0.0016438961029052734, 
-            0.0015521049499511719, 
-            0.0015969276428222656, 
-            0.0016779899597167969, 
-            0.0016880035400390625
+            0.0021979808807373047
           ], 
-          "std_warm_times": 5.1002053064094206e-05, 
+          "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", 
           "rank": 3, 
-          "speedup": 14292.945161290323
+          "speedup": 9637.249918646274
         }, 
         {
           "name": "pairwise_pyopencl_cpu", 
-          "cold_time": 0.10082077980041504, 
-          "warm_time": 0.002214193344116211, 
+          "cold_time": null, 
+          "warm_time": 0.0037348270416259766, 
           "all_warm_times": [
-            0.002214193344116211, 
-            0.002218008041381836, 
-            0.002488851547241211, 
-            0.0026738643646240234, 
-            0.002583026885986328
+            0.0037348270416259766
           ], 
-          "std_warm_times": 0.00018852452813717901, 
+          "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pyopencl.py", 
           "rank": 4, 
-          "speedup": 10019.06675998708
+          "speedup": 5671.612320459623
         }, 
         {
-          "name": "pairwise_parakeet_inner_numpy", 
-          "cold_time": 0.2653200626373291, 
-          "warm_time": 0.013103008270263672, 
+          "name": "pairwise_cython_for_loops", 
+          "cold_time": 0.012512922286987305, 
+          "warm_time": 0.012480020523071289, 
           "all_warm_times": [
-            0.013900041580200195, 
-            0.013103008270263672, 
-            0.01338505744934082, 
-            0.013541936874389648, 
-            0.013995885848999023
+            0.01287698745727539, 
+            0.013123035430908203, 
+            0.012962102890014648, 
+            0.012480020523071289
           ], 
-          "std_warm_times": 0.00032931009369884347, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", 
+          "std_warm_times": 0.00023679340309741665, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", 
           "rank": 5, 
-          "speedup": 1693.057844171913
+          "speedup": 1697.3121979176617
         }, 
         {
-          "name": "pairwise_cython_for_loops", 
-          "cold_time": null, 
-          "warm_time": 0.013326883316040039, 
+          "name": "pairwise_parakeet_inner_numpy", 
+          "cold_time": 0.24580979347229004, 
+          "warm_time": 0.013036012649536133, 
           "all_warm_times": [
-            0.015118122100830078, 
-            0.016410112380981445, 
-            0.01414799690246582, 
-            0.013326883316040039, 
-            0.014674901962280273
+            0.01345515251159668, 
+            0.017564058303833008, 
+            0.01588582992553711, 
+            0.013036012649536133
           ], 
-          "std_warm_times": 0.0010279843597360821, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_cython.pyx", 
+          "std_warm_times": 0.0018440458943548158, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", 
           "rank": 6, 
-          "speedup": 1664.61658049627
+          "speedup": 1624.9210271229219
         }, 
         {
           "name": "pairwise_parakeet_nested_for_loops", 
-          "cold_time": 0.2398979663848877, 
-          "warm_time": 0.014143943786621094, 
+          "cold_time": 0.18332195281982422, 
+          "warm_time": 0.01314997673034668, 
           "all_warm_times": [
-            0.01673412322998047, 
-            0.014143943786621094, 
-            0.015963077545166016, 
-            0.014600992202758789, 
-            0.01706385612487793
+            0.013323068618774414, 
+            0.01314997673034668, 
+            0.014306068420410156, 
+            0.013651132583618164
           ], 
-          "std_warm_times": 0.0011513336678452737, 
+          "std_warm_times": 0.00044162494779938205, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", 
           "rank": 7, 
-          "speedup": 1568.4558188928595
+          "speedup": 1610.8386728311123
         }, 
         {
-          "name": "pairwise_numba_nested_for_loops", 
-          "cold_time": 0.43728184700012207, 
-          "warm_time": 0.014182806015014648, 
+          "name": "pairwise_parakeet_comprehensions", 
+          "cold_time": 0.2990529537200928, 
+          "warm_time": 0.013530969619750977, 
           "all_warm_times": [
-            0.016607999801635742, 
-            0.018886089324951172, 
-            0.014672994613647461, 
-            0.014182806015014648, 
-            0.016889095306396484
+            0.014219999313354492, 
+            0.01638197898864746, 
+            0.013530969619750977, 
+            0.013609886169433594
           ], 
-          "std_warm_times": 0.0016879446846459112, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_numba.py", 
+          "std_warm_times": 0.0011548846513050209, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_parakeet.py", 
           "rank": 8, 
-          "speedup": 1564.1581017701346
+          "speedup": 1565.4821242929888
         }, 
         {
           "name": "pairwise_pythran_nested_for_loops", 
-          "cold_time": null, 
-          "warm_time": 0.015861034393310547, 
+          "cold_time": 0.01808619499206543, 
+          "warm_time": 0.01565098762512207, 
           "all_warm_times": [
-            0.015861034393310547, 
-            0.019369125366210938, 
-            0.017110109329223633, 
-            0.017008066177368164, 
-            0.016272783279418945
+            0.016075849533081055, 
+            0.020102977752685547, 
+            0.01565098762512207, 
+            0.0169069766998291
           ], 
-          "std_warm_times": 0.0012144030048395671, 
+          "std_warm_times": 0.0017446559311014883, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_pythran.py", 
           "rank": 9, 
-          "speedup": 1398.6572618224454
+          "speedup": 1353.428395155762
         }, 
         {
           "name": "pairwise_theano_broadcast_float32", 
-          "cold_time": null, 
-          "warm_time": 0.03631186485290527, 
+          "cold_time": 0.05335593223571777, 
+          "warm_time": 0.03354191780090332, 
           "all_warm_times": [
-            0.05725908279418945, 
-            0.03732419013977051, 
-            0.03769803047180176, 
-            0.03631186485290527, 
-            0.03710293769836426
+            0.03354191780090332, 
+            0.03809690475463867, 
+            0.0337679386138916, 
+            0.0360410213470459
           ], 
-          "std_warm_times": 0.0080726841538807902, 
+          "std_warm_times": 0.0018570477180874286, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", 
           "rank": 10, 
-          "speedup": 610.9339474599975
+          "speedup": 631.52295553897
         }, 
         {
           "name": "pairwise_theano_broadcast_float64", 
-          "cold_time": null, 
-          "warm_time": 0.052015066146850586, 
+          "cold_time": 0.04522085189819336, 
+          "warm_time": 0.042270183563232422, 
           "all_warm_times": [
-            0.05339694023132324, 
-            0.052015066146850586, 
-            0.05818796157836914, 
-            0.05913114547729492, 
-            0.06252789497375488
+            0.044497013092041016, 
+            0.04326295852661133, 
+            0.044862985610961914, 
+            0.04227018356323242
           ], 
-          "std_warm_times": 0.00385561524905771, 
+          "std_warm_times": 0.0010272508080647448, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_theano.py", 
           "rank": 11, 
-          "speedup": 426.4947173495533
+          "speedup": 501.12134082371654
         }, 
         {
           "name": "pairwise_python_broadcast_numpy", 
           "cold_time": null, 
-          "warm_time": 0.10034799575805664, 
+          "warm_time": 0.15924406051635742, 
           "all_warm_times": [
-            0.18344998359680176, 
-            0.1101369857788086, 
-            0.1103360652923584, 
-            0.10187005996704102, 
-            0.10034799575805664
+            0.15924406051635742
           ], 
-          "std_warm_times": 0.031381282638146844, 
+          "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", 
           "rank": 12, 
-          "speedup": 221.07218750742473
+          "speedup": 133.01903377360694
         }, 
         {
           "name": "pairwise_python_inner_numpy", 
           "cold_time": null, 
-          "warm_time": 1.8539888858795166, 
+          "warm_time": 1.8430240154266357, 
           "all_warm_times": [
-            1.8539888858795166
+            1.8430240154266357
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", 
           "rank": 13, 
-          "speedup": 11.965633183229892
+          "speedup": 11.493334263020001
         }, 
         {
           "name": "pairwise_python_nested_for_loops", 
           "cold_time": null, 
-          "warm_time": 22.18415093421936, 
+          "warm_time": 21.182491064071655, 
           "all_warm_times": [
-            22.18415093421936
+            21.182491064071655
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/pairwise/pairwise_python.py", 
@@ -549,130 +495,127 @@
         }
       ], 
       "runtime_errors": [], 
-      "import_errors": []
+      "import_errors": [
+        {
+          "name": "pairwise_numba", 
+          "error_type": "AttributeError", 
+          "error_message": "'NoneType' object has no attribute 'core'", 
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 98, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/pairwise/pairwise_numba.py\", line 5, in \n    from numba import autojit\n  File \"/usr/local/lib/python2.7/site-packages/numba/__init__.py\", line 18, in \n    from numba import utils, typesystem\n  File \"/usr/local/lib/python2.7/site-packages/numba/utils.py\", line 102, in \n    context = get_minivect_context()\n  File \"/usr/local/lib/python2.7/site-packages/numba/utils.py\", line 100, in get_minivect_context\n    return NumbaContext()\n  File \"/usr/local/lib/python2.7/site-packages/numba/minivect/miniast.py\", line 140, in __init__\n    self.llvm_module = llvm.core.Module.new('default_module')\nAttributeError: 'NoneType' object has no attribute 'core'\n"
+        }
+      ]
     }, 
     {
       "group_name": "rosen_der", 
       "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der", 
       "records": [
         {
-          "name": "rosen_der_pythran", 
-          "cold_time": null, 
-          "warm_time": 0.0046977996826171875, 
+          "name": "rosen_der_loops_parakeet", 
+          "cold_time": 0.2613508701324463, 
+          "warm_time": 0.0041399002075195312, 
           "all_warm_times": [
-            0.004842996597290039, 
-            0.0046977996826171875, 
-            0.004755973815917969, 
-            0.004799842834472656, 
-            0.00768589973449707
+            0.004981040954589844, 
+            0.004180908203125, 
+            0.004189968109130859, 
+            0.004139900207519531
           ], 
-          "std_warm_times": 0.0011656906856845801, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_pythran.py", 
+          "std_warm_times": 0.00035158542307875315, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_parakeet.py", 
           "rank": 1, 
-          "speedup": 2151.670066991474
+          "speedup": 2459.2993549873299
         }, 
         {
-          "name": "rosen_der_loops_parakeet", 
-          "cold_time": 0.2757730484008789, 
-          "warm_time": 0.0055789947509765625, 
+          "name": "rosen_der_pythran", 
+          "cold_time": 0.0047760009765625, 
+          "warm_time": 0.0051150321960449219, 
           "all_warm_times": [
-            0.006498098373413086, 
-            0.0057220458984375, 
-            0.0055789947509765625, 
-            0.005592823028564453, 
-            0.005597114562988281
+            0.005486011505126953, 
+            0.005609989166259766, 
+            0.005115032196044922, 
+            0.008510828018188477
           ], 
-          "std_warm_times": 0.00035392723404176874, 
-          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_parakeet.py", 
+          "std_warm_times": 0.0013577046061005772, 
+          "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_pythran.py", 
           "rank": 2, 
-          "speedup": 1811.8165384615384
+          "speedup": 1990.4574438333177
         }, 
         {
           "name": "rosen_der_cython", 
-          "cold_time": null, 
-          "warm_time": 0.006287813186645508, 
+          "cold_time": 0.008260965347290039, 
+          "warm_time": 0.0053920745849609375, 
           "all_warm_times": [
-            0.01182699203491211, 
-            0.006434917449951172, 
-            0.006287813186645508, 
-            0.0072479248046875, 
-            0.010015010833740234
+            0.005686044692993164, 
+            0.005606889724731445, 
+            0.005408048629760742, 
+            0.0053920745849609375
           ], 
-          "std_warm_times": 0.0021906928053632506, 
+          "std_warm_times": 0.0001264674464093316, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_cython.pyx", 
           "rank": 3, 
-          "speedup": 1607.5724035945855
+          "speedup": 1888.1886275203397
         }, 
         {
           "name": "rosen_der_theano_float32", 
-          "cold_time": 0.014747858047485352, 
-          "warm_time": 0.0070650577545166016, 
+          "cold_time": 0.012048006057739258, 
+          "warm_time": 0.0064139366149902344, 
           "all_warm_times": [
-            0.009510993957519531, 
-            0.007377147674560547, 
-            0.007175922393798828, 
-            0.0070650577545166016, 
-            0.0074880123138427734
+            0.008077859878540039, 
+            0.006413936614990234, 
+            0.007899045944213867, 
+            0.00681614875793457
           ], 
-          "std_warm_times": 0.00090597311555152204, 
+          "std_warm_times": 0.00070411827156742219, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", 
           "rank": 4, 
-          "speedup": 1430.7193669220126
+          "speedup": 1587.3642851832578
         }, 
         {
           "name": "rosen_der_theano_float64", 
-          "cold_time": null, 
-          "warm_time": 0.0091400146484375, 
+          "cold_time": 0.015202999114990234, 
+          "warm_time": 0.0079228878021240234, 
           "all_warm_times": [
-            0.01277613639831543, 
-            0.0091400146484375, 
-            0.00925302505493164, 
-            0.009331941604614258, 
-            0.010946989059448242
+            0.010712146759033203, 
+            0.007922887802124023, 
+            0.010877847671508789, 
+            0.0081939697265625
           ], 
-          "std_warm_times": 0.0014091250713029891, 
+          "std_warm_times": 0.0013728872848571068, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_theano.py", 
           "rank": 5, 
-          "speedup": 1105.918901293823
+          "speedup": 1285.0433029400258
         }, 
         {
           "name": "rosen_der_numpy_parakeet", 
-          "cold_time": 0.4040699005126953, 
-          "warm_time": 0.011034965515136719, 
+          "cold_time": 0.3740379810333252, 
+          "warm_time": 0.0090508460998535156, 
           "all_warm_times": [
-            0.011754989624023438, 
-            0.011034965515136719, 
-            0.011857986450195312, 
-            0.01317286491394043, 
-            0.01301717758178711
+            0.009679079055786133, 
+            0.009091854095458984, 
+            0.00919485092163086, 
+            0.009050846099853516
           ], 
-          "std_warm_times": 0.0008100997918172706, 
+          "std_warm_times": 0.00025087522763551386, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_parakeet.py", 
           "rank": 6, 
-          "speedup": 916.0078428830698
+          "speedup": 1124.8952636847373
         }, 
         {
           "name": "rosen_der_numpy", 
           "cold_time": null, 
-          "warm_time": 0.041760921478271484, 
+          "warm_time": 0.04478788375854492, 
           "all_warm_times": [
-            0.05414891242980957, 
-            0.042304039001464844, 
-            0.04210686683654785, 
-            0.04415702819824219, 
-            0.041760921478271484
+            0.04478788375854492
           ], 
-          "std_warm_times": 0.0047008235389110822, 
+          "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", 
           "rank": 7, 
-          "speedup": 242.04722022402632
+          "speedup": 227.3216114642222
         }, 
         {
           "name": "rosen_der_python", 
           "cold_time": null, 
-          "warm_time": 10.108114957809448, 
+          "warm_time": 10.181253910064697, 
           "all_warm_times": [
-            10.108114957809448
+            10.181253910064697
           ], 
           "std_warm_times": 0.0, 
           "source_url": "https://github.com/numfocus/python-benchmarks/tree/master/rosen_der/rosen_der_python.py", 
@@ -681,7 +624,14 @@
         }
       ], 
       "runtime_errors": [], 
-      "import_errors": []
+      "import_errors": [
+        {
+          "name": "rosen_der_numba", 
+          "error_type": "AttributeError", 
+          "error_message": "'NoneType' object has no attribute 'core'", 
+          "traceback": "Traceback (most recent call last):\n  File \"run_benchmarks.py\", line 98, in find_benchmarks\n    module = __import__(abs_module_name, fromlist=\"dummy\")\n  File \"/Users/ogrisel/code/python-benchmarks/rosen_der/rosen_der_numba.py\", line 5, in \n    from numba import autojit\n  File \"/usr/local/lib/python2.7/site-packages/numba/__init__.py\", line 18, in \n    from numba import utils, typesystem\n  File \"/usr/local/lib/python2.7/site-packages/numba/utils.py\", line 102, in \n    context = get_minivect_context()\n  File \"/usr/local/lib/python2.7/site-packages/numba/utils.py\", line 100, in get_minivect_context\n    return NumbaContext()\n  File \"/usr/local/lib/python2.7/site-packages/numba/minivect/miniast.py\", line 140, in __init__\n    self.llvm_module = llvm.core.Module.new('default_module')\nAttributeError: 'NoneType' object has no attribute 'core'\n"
+        }
+      ]
     }
   ], 
   "benchmark_environment": {}
diff --git a/css/custom.css b/css/custom.css
index 03fb2d7..e8a7b66 100644
--- a/css/custom.css
+++ b/css/custom.css
@@ -57,4 +57,6 @@ p.errors-summary {
 
 p.errors-summary a {
     font-weight: bold;
-}
\ No newline at end of file
+}
+
+.body-container { padding-bottom: 2em; } 
diff --git a/images/arc_distance_logscale.png b/images/arc_distance_logscale.png
index be996a4405d4c62ee93a2655b766f8680e206683..1c7096b7c33ed73219bebfa02424c7ac033cf880 100644
GIT binary patch
literal 61352
zcmeFa1yq*px-IF*H;Ko+DD1S-;zCki@Zc!!?_aw3ty9eI{KapbM4A5QyZ_T;aM|nmbC#5b
zSXVmUMtWZVQkRDh&7@>`b8p{XS`()%ubOS0#;4Xia)0ZlO)vla^G~6gLU*A#784T_
zF~6fxkE1bDo0n{(P)x7vd)AW`f86}*gHPHi9i5#e86k9qGm|4@vlDG>2M!c9gf&aV
zPaN0Tv~y?l{-Eopxpc~^i=OQ-iDacvPCBiiP*f`CW~awm?S@qA(!4izl;7XP8~x_Z
z39&$a*@32X`4sKa0M#-vozd=!EXy7bwVOZA>G&+AoV<5x;l)xdSyr;I&b#(y)gD^!
z@7QW67pw46-C^?FvX$#itq<^q4G){988ykx&rRf6^;GWF@mYq~k`Ki9GdihPtX#?Z#~&xHdaEm5xeG=I9=8$6N-mVfH82Z5+IG;R!SMB*QmXFLP`2qa
zrGdxgaevaKe%xIH194BDY{biigKz$PSYXRO&7}I~y5y@1?sC_!XS~VDp`oD(^HH;n
zsxSZ1<)hyF^ujJlUEN6h!K%q9JxbJvLn-%WrfL&s?yuAKQ=^h;`ZZs>y2$Vdj8#jA
zskyw?c)K(+J3B@^STHQh7$586>M9#1;`J4uY&+Jg*PLNCHCCt2@Vf1_kw3r9pdoK~
zSc^{IXiwEtq0rn*Jf*0-T>S0Zw^_5}O*D**2?fp@n$qS+tHf(^>}+J?lw@05Ti0&b
zAYUFNkY?P%Z{XjzqccWWSXlDXrN_5#-~QU!`D!KA&hC4(Y7!0(xdr3yf>V*^=H{v9
zUByyu>nN0Z3ma>MjW6Xp_$?#JP+E0=K2;MVU&om@6T)p!tDEn%gx~aw(?0Q_{^2aO
z99zBV@qymjIDcGPShQ@6h{tP_ws;QJEEYC4QL?mx1???=beyvvDdiOr5vlz3qf=D1
z)BB*ZWt;s(&qSM}e1cjI=8<8bF-??#-%_H`jp0#FeD~&)1&6lM(ZziFbP0nfl9ZHW
zZevsTqq8v0Vb(Uypzd--MFn<~M#tuOZ|p;>!Dhw%;z8BeNt`w|HnS6X^EDRb
z0ujy4Dq;c0D!%!pw>c<_3(cmUIB{b1%bg9ZtgIpt;=#4!15MnHb2rBZn(7+ITWs2D
zp6otDMt2qCO^GX4uJB(Ue$jg4I|KPl<#c0N1%-O<;IS}KpVS*8+AU^<3~N`f&d|1d
z#M^dLn!NkW>}*ZCi8`6Vo}L~*LHjJZ1hqJ{s(-*=%yNSBd&P6y5ZsB
zLk=@PF8Etu5%6Bx_sndf#fA=3l*Z@d6dY!&tPUAuOjmyz-OQ6(k^5i3|1&&x8s;TmP)++Q=JsdcLdIZEbhnx^?U0
zt!1kW8#gfUSCi*qnZy>ZUANAa->R1k!LP5+#0?wsete|+;1!M73#$o^h=?dC-@I|-i(kL4YiVieHN7^n{w}ufnVS8W
z?2Q{Y6y0T`q|R*+{PhB{$8z|~slFe$(U`l44zD~P&uinhBA8XgFG0RY?GvtZEYUOvB$>31Wy;(XTkBvzgP~ks
zZQK|xQ6(i9OFdfh)p-$N;R=j@&8rI=NVdd=^Ky2+5Y;#J&EMpx=EwC$%^8x&eNx88
z@ufE|lpjQl$jXzG^bWIER8*|h47=g&>+9IfUoaFU7MwD+)!pZoGR#
zzUt+fRrl`S*KbVKYs|EW$g&=Y<}qrF#PuHWH=0++T_|hu_|wqQDTm}H=sbRub^S-k
zcz?qyR@rFX+E_*ECTs}(wp@Ga@_Tphb|YMnt1!+PtKD3)o+a9Hk!LP7
zG&Jbf#Rp#1)TG(IorRZ|mqGBR0&=&Mnp#kS0mJM){^Q4$Jq9j$3$g9rA5lLoEJgA}
zwR?kM?e}2Ec%UDH4=yx2k6Xtw7qzvi-&sjjiJ^#8HqHz?Yj4z&C5y#Wji_Talrs^H
zxP*B81h0)(&Gz*3>mAOd3G9;f%%1iVlA_tRP03wLN2lc45wC8=AOSl$56r>it4+@@
zg>Np+PwuCa^V=ceec1eHOjNg7$wa4;rjlRcM|>z^MGYcCs(uY?SXh{_2djL1EcTl|
z)=}+u|G>bwFJCmWeI?wm)@ZfXFqa4LN%yOndkm-G
zr`nwvQ?C@P%$fY=?|0lLJ~<_Y070+F;3(+`R$kt^tVugb0G1FbX=zcFsv3Q-_!A{q
z+^T6t8X7MUjIc!wy+5hC7kjaZdXxbzbr`T~TK@bh>|DZd(BxEVYKkGXdh_#bHgAr-
zeEHJ$d!P-oaGS$)oZ$S7Mb6w*pWlfa$=D@^RPI=2o?c#I&CShMeLR#rKWtYPG_kZy
z1!7Q(E@xKVu?(S;VGHo?Z2huz6eqfR?0!zHzt$YProg7eD`%pn4H}Zen0q<_ldIAc
zkLp#Pt@P?LbCgj~h{PsQmCwVvl{uVeJY~8NOXo=o7{k}q
z)m2njSZK?B?3jXw&9C#QJ?4UF_I7k3<
zfq;jLV9Aw&`$Yu>XOK#(5$<&Ac!Y%7t|)xHIP$HutEWdXgsS-9)Wi_yh7B8X#v2W+
zr=N;FKXmGQd2sscr=bLASr0UlyIA+E)wb`TJ(B%iHJ*uq^fvy0BrRXx?|pp+0^{>@
zZS&8V1*ZE`s3#IwZDV6UUayXnEG{pX$CO$1T$3cxOW>^w33CKAI@{$fp*U3{u!>xp
zo0+slQcklOQkxwKp0CEf3Q*llIa!G~l4ja|ngA98xyO2I$aApYda&?or-$-}hO;`x
zFZ>)H{)`E#$+XZxSQIzOoecNmHHinz13(cEcAU!`6SE9U0zN13pHwWrk=8(KjxzZ(
zB9Z9PSK7!wy)`jDe%uD(z>%uyE!O^J0er8jt7S->n0W6I|0zJPBIMqYBS)(9939V{
zJ6BX%Dkfk%`Z>_1HEI*nd6t6*#f%zLD-iHwot!8}ZMmxcye4wM$*EUAxJWsE6pB{Q
z%l%gB9}y8`D}u_A06Kz@0}*+UN2ReV$<`7k3u1IIdx&-S?o(8BJTiucu^}NLG7=Im
zkb({{F`Y?owT;O|onX*fS5hKMJ`*c;v@an~$!A(s4D}AT-MHcG?2w~8HsLOZUsq(~
zRTSxX3_oK&W%C^D#exM}8e6X&>A{st;@x-M96mKR*rJR;TL}~vhP@VTP!~T1Bq@4y
zq#N+4rn}-*O|&c!U)znV7bAre;{5(r~jz(4FD9_Id!d2ag{gJs}|AijYTlP$~5g3gQoa
z@fN5}&SM?BwZQP>Iyl>x5Ai4U)D|f`~@Q&}_zgKV+#J&Fj#H0h%
z;K4O%U%zo<2MUAp>BcRO#RVtd4?46t&gWF1Y-3_(eh-{`zrm1a+d-vk0`q`eJIKe9
zt3`@xv*#VI(DGM<%k=vDSGFV96Y%GXPuUq16m%XHX+@fW
zyk=Lim$gye+?0Xl@RzseG2c|2oSfvtGLYb1vAT*cii_vV!XignvO
zqicazs=HBbY@(+(Bv&mdDfzKJNz*kTfZlmxvf~lwqq)e0t`Qu$@XF4q5
zWV`cPd>;MvuVkXjQaa+)ggga;8^+_Jbqja
zh&tG64b(e7FvHRGmWLXLWgIE_nd-lxB*Eb4@ug$aF
zi#cbsQuOE8SWSjmXMie*L7J6IK0(EH
zfBlZD0^dNipsH6X7n*-VDo-F)5f9{BSp-DvG*whn#igZQ5fM5M)!eBlk=Lmi1^fFq
zWA;tA?9R`6NC*gUNnS|YrDi3M9j?m+b4IFekROqtQ_472bvaS`_E`fdf!k^s%;>5om4JZv^XHKW
z5u3;Sy}iRh%lQbqk~g4uR(E`OG*++ajsf*twlvni9_b(Sk(Nz!Q&W@eoUHmC!#n#K~cVJO}tn;DZxg0ybyt}^eW$~xU`gD_E%%fvf?%A)}C!MUe
zjQsc^2?X8p1BtJ1vhT{8e7s#kcXxLmXQC(Y*<9uH%bSOTXf|jnB^?T)S=XsZzAXOK
zRq}H}QszW|zWtUMtcKDfryf1qFD{bxljqFB4N!ELFpk{D%?hhF?5alfX5{Ah;{&Zn
zD8d5YEB3|b&@ETsO%k-9ibOeLk~8K#rhv=Y#-S34(5KLLa`nQqzFg|RC3}i6bJ&8l
zdv62ARVHZ`G7E$5l0SLUiDchg`)PebmrZ^TmIZLb_PU7pT=nkWx~6>kMR=*b$&vG{(O8}ReEb-#wiX>!pgGdqV~(lBx*vPR-6eIf(FbEw(&
z>?HxCOJ&o-edUks&Oe>GA=
zB_-t<7&y=`B~hku`oR(T$|!%ZW`Wqo)3kCcDSK^DIiJS3I?*i`UCkz_t?^cmohxA*
zr&=s>+wshul#Hv0oxN>&LMdkuHYv2HomND|sOJf;;aj*I7Vm}zki!cP`7?y-B@dtT
z|Ma_$%B$NeQ4;`YeCa>p(uMjMq^^#S!E0&?*(E2f`=Hi$ZJ#q%T1}{9kvmAW^XNt31@_m0Mc1a*#bjlD{d#RLGqWxN-Oi)BPg-su
z70;4;`jYU>!z0AgbE}q4_Fx;GB+u$Z31jW@pg6MZb8}z3IN6Zd@H489N!_vSNNlX3
z$_YowhE*vghWDQrUCZiy{0hs>yU0GEbo0-xwBtujT2-behUAf5=Zlj?LNolFQ3v2Q
zfKX;X(2#NF*
z&y2X=ym=F}MN3|C=w`O~Z{VO&r_6k)A)}RFdPl7J7Tu@z0%uay;cpn@Pv4sFt)rCz
zhyt5z0Cte)du3&1b(}IU!EoS!qopIbdAS9E)V;Xxu;l47&1m^D0B8)?)2bsD*9s*sP%sS{3!*n0YW)+
zC~v+s-stMp5C{~c_@ZHxi$npM)#a_cb@S#B3=cB3IJLptD=;=JK&&2H85vEaEh@@E
z84Ltvb~VfZEQwsaD1p@W_51e-U{E$-*h;U%b|4;UcJ1PTEW&MAFM*iP@;V5!iR)%z
zVYw(MC`gJiwd?IGy1sw+=_ZUMQrm+a3i(v~u({W5W0$}#s7X*4GOABJWo&Hh5lToe
zl+hrhlN&f8pnxD32D2jxaF5g~JJ67F0ep8ds^?cApeLuNm7Bn$s)9d~l#}yrOgBkD
z1nWk)CY6e(r)MaL>85JSw47jM9?~zlE;+{~!E0!;hRL^rDJh(T9YBVyEE)bP1Fvl3+e>CD9DY_70cHQ{8
z$*3Xu9Ej%h9yUx1h*RWDX$%-yY`A$+=7HI%(h0WLp5-88d-5E@NXF`dL%8v;roMje
z?(QGm7z}1JZH8KHr+Oj?ElyrFKUJ5Ps#~#VcDij|4xyREQiG<^QOmu1_eNojDWzz;
zE?v4b_B&QsC;&eJP{4>D%$UX)40mx^S*_#T2&2GM_bZ+>Ps?voSS%F?Bj?VZRah45
z!Qp#!{TcAH)h2nf;o!iV-fY!qNY=6)t+>Fgkx#KF6z*GjB_%(iNTBjjau*n{*95gD
zsjnYBH9lZhW48ez?^!_{qC~6%?Hzln
z(P_!DYOtRujZ_(L4&NH{BSB~Xeh{W=O3BwAzIpQ|_B;EME{t+KHmpyyAQ`cYO^J6m
zn(oFTBf+pG0R>M}S|EbTVD7Xrc`J+WWigheCT+=?<2fgl&lI2w0fV#w2nOZ^;|
z-l|{4!NnyFA|0fQZ^1B&kdQh+E7?r9@7zhl3Ky2Di&vd*Ud4LmxXqv^vlZ&K_Q~hZ
zx1(wm&bApMg|AT=pOT!ytMgRCQgU)~JLL5fAfS-|W9Wt`)?(WiN3_d5d-n9luc4w!
zTT{oO_9hZD8Y$w%TI*}>__e1e3dM+*-T;}CFRZH*o#+(6>kqyexvZtF9ewJ~N^ob-
zRQ*$Q%A*q#KevZ>Z`=1wIB#~`9~bEr7L>|HTV1zK5hjC%PS?t8dZO
zr|MOCqQ)RZDGE7TfTn@Q!qccx_NaF`4FiLHso8S!?k-3?8K=np#*3;!#>9iy0Fbx!JF4fwW729^
z6|Ys|4Vf{3&;*;un!s%dR}v5%G7gQA(AzCP-n}~w3Z%(c?n&3d8)0jdLteewtJ?6S
zbrbGCJK0)*+h?zkkPwN?b`yiMqTT|;U$EdaFg^*`R>DEy&amj8$;GSaSr~);B|m_yi2zIOnNeQ3dd-@rGFg5lgtGPw4o7Fe(7upa!b?$
zwUFh^FEc`hW%b2pGYi|aSovs|1w?^J(?c>95fk&W)ao43s|qKou8WI{6cRiU`bqdF
zyZECkUCnDFd~?8
ziZkvfem)?ZN2_ET1E2X>sDGa^sz!p&C}5y%zkK|7{n${OI*NCwcGBRGEWylfo4!e+
zEtX6V(XI)z1lb)m-$_P?UoR1jM~O#ZA|=lo^dqTSu@`C^Qgq_zx;7w!43@fSb-B0Q
z`4{OKFHr%EC`|=QvRKp`z=(s8%1MUBw;TlBdU!}_H~HjSZPIwz{3%Ev`;xb%>IuiB
z_0b3Hv{ZeHuCZFbvH}6Dl&0SUrmNNdHZnUg2;ty=o@2OjmA3^r%>Hm1e2UhkxeQ_Yq`B}5Bk-Bjz1u?ie)?sc^
zXK$`&WbB)tEg@H&ho~7wlGS}RHU-hf@1yniG@yE`_Ev=cnZoWf?0-fHXJ*Qev?L4A;@m|Xb`ivc3qZ5#MO*K*Q
zJpWj>oh|tI&98J{`})m`OF#5K%1WK^2zL*PhtmPD-}o1o%7?=B>>07B45)S-eXpJA
z7xQCy_>VUvHW+K|P_pEiev9
zaJQ2$J+Ft@g^1bFZ!Y1c@Yk#Ri2F;0hX!$(Kl|}jY}KNYl9C23PX&Jz)}oC4kSuMt7Im_`T&4n8|64Z_j7b~
zMtTAwuwxN-omAtYf$}|XSQxv0w6K`)UIklva_-k(uxjpr>nz{x94
zTdu~Qvg0ZWdpRj74+K8c-o&dxL^Mc_m55qn>3OqaBj3yGz@!#`b%@X3acXJ%Lh;yq
zeRblOpKsped>!Z<=s!ZwDsjqpbOdyTC<;MPb9LB2R^)$h&CPRZ@Ieb_WOb>yG1;Zj9NbJOXQqQ0c_y7_u0_zIapx*fG!Ag=lgM-yO
zc9sPTC4fDP0^9HtEC*P?v0}D_ZhU0e+zFx_;!b43L}(^|{bD(BLIqqM0VAPoqLZju
z+!&6B<8%KsU0|KA;v>Y59;A@aZuo!DJNZ?!la^;3y?5KxO=l7-6
zsa2`kwCq(^S0@FDpdcxMJ(+=V8=5Upn0bW0e}C3L_)&7TVrs5Xs|9Kb;@#7%
zlt3|`6wC!#g4m!?))E^Oz_0G7=ZA}nijoZcgM#9BpSd3ifK)s5i^v!N8*K1dT$v|M
z7>IH4$|gCoxw*L@WRg_L`l1-Kf68APV2E0L3Mrq4mNo)aqDtBT<3yhA+~jv|qsF7e
z0ss$*5Aqc$w4mCm>FGf_uM!8RU{)hI^7E%9#94h1%lg%kPgkzr{vtM(UCj5$IYMyO
z=pb`_Ua+++d>AQ*|8%E)wdontVbva1EmBLyvJBup)1{fh{;52
zKmm)}tH2PCe&QHK2}@baXH0uJm!cBz2a=JoXHOQP88x~KN{8^VR9ggcN%WmBDPV-m<`
zalXX+p!D~$KvE}B?KpDQ15T0+2M!&QKrr$1
z*yHr+)78ICWS|u*K!e9(&#?fv!);eP&Y3gnK}~<`1%N>mkRG_y8k9tyATv=w7=S(H
z3I5@u?jT9x#joKj#1BX$Co(TY$U^$e`gV*g4O6k@3Qo@mu=gPI>)o40%1nPAG1yV2
zewJ_&d>}0E%_N9%!Q{G+;&%psQ1Syhs81Sm?Xzts2IGL1l--5EFzX|1M(NwayaS6O
z)j&(Od~56L5F#w>(<>$7MxoMjl=Ouc6t7AZB$LIv(tG35%Y?%gmLkE*swI0UmrZ!5ki#49Hy+H`N+=Me5uJwK
zjFfRtD`uF!#QFv0$=N{f{@_94IIw)#*tv22dN&MtY5tpd9A>VANYgFy*lV3eCIOyJ>to>_
zmL&(%i6ez4rHZiMSkZdK_HzBleCwX6zpK29f8HP!diG9w`wgLNDXq*+L%2!C
z+&1RerH?5f{>Z{3MXZU0UhgCK1Al@6s+QWE9rB?#7~J$GQ-rqfDlG
z*Hr^|7Z(qN?3N!$U)Vwj$;iYaSx2NxVIRO-TV%K^!dgm1ar|w?s#T&M94Z+v2s+Q3
zpG~0Nbs`cKQ0ceEkhVJr|9zEVqFLXA?C2f7H>I1H(EcLhm~nWc#*)i&$Wa4rdFuNw
z2e8ywc~d12mc=j+KT23zTPH2?4s#E&+erh`Bu%Pj6uCYUGpU3Xh`1Dvx~r(AMV0tH
zKlyS&AsE;^_6(LAyTQy01e9SXa9}sxeMyVVf&_>l`M7o%OQlUs6W6X?Tb-nN0l7=eru9ZdM@I)4do1EV
z53MIC;^v0psc9%|lzc0~A|(TKiFma5e~bTcB&H~N`44yY!UUe_BJ)9*gsIDe`K_X5
zxWR`AjC|rE(@j8t7n^+VOXppc5QyQaRqo(r%7p@4o6e=Jt*wtTgRoNjE(hqQv^{0|
zV3exn(YTjbbJLGc6n^P;j~|PwUX^n+R8D~8THEgz@UC!}pPeAS0)+4c
z{*gkUQV22?54Y?mdn0=!%zoV!NqlI_Fh6``m68c{Rq0=v}uz(!!qH&fHn|H3Obu;
zyn=!_dWxUZlAJ@}yZX%^_pr3PO-HPS305q)Pep7feTM8hy09!kJ&piP`TFd@!L~a9
z=?#GvqXM94b3y!*gfk0+j`jEXPm5z_H05zmP@YmG5G+&o(8MK^>Md7cW{jz$)YfFSm<)RLYK
z*-cE?30eJ@vyxBQR($CLyxu8bn>rTvu&x6n2I|s2q^=s6h7HSRfuU_-REB{lYRR&d
z^{NI9efn>2uOKCt7pp7*S@mgjkc4qzUQeEUImBFoeTW+@$D|oSqNL&`A%MgTlw3qrQNB}+xBQ-YUJ7Jqn?#QzX=B@6JuCh`T)%?ZfL)96QqUgL%{;#&c-WhqNFdt
zvrZ5R26_x4KFK+R<44-pF>*wSMXdCs9{}3~C@l$fs!l>W8H_G=e^Yiv_PaaKH>
zD3K5($Q?k*^nybkY!(sPfQTwlv{j={^fw?wgzDG;0o4|`mKd>6MUhsE&ne}C1}ztx
z-c>l9Csi$!p3PgfjNu~sYUI^ruU!iz-V=mH?_ZoVC^m`xpL`G~VX$39%)x%N?R4dh
z<@(4D$eDn;f@E*_#%jqf2e}|HoWG1%G)V2zY*CIe6eG9@MKCEdT42eizO(LGk!8)S
zAFACsuvfjA--D`1Jw7*cLs$yygDje!;viAd?E-~_cnlHS^)dfI4ppFs;&XF~R?NUQ$^5!KtGgkO|ckkX!*n;PWHT!eb9nYI}9)?wfR8k4KQ^a!|
zN`_^{iUUWF$^cJ?mVO&S@i_$~J4WsuH(mVapAslZ2wCS!&sW(#@dvty$Z)|3oq%>0
zvK~l8A449B)GqZ~zUTtddiNfY8lK%PIzD&IuN|S!DWU(hg+0%#zdosxK!HYV%$^ce
z_1>#;hZ`4_#a;(HTG%6X_fyMmyM>
zy84fhXUxol7Lu7+v1o!&S?8az-~*uKhau6CC*ZrJyBoW--#^#{I3xvz4lroJ;6x}m
zz$HmA9e`kgs%wjP5c2@aZ0H=Im=<157}cahg{As_eh>yeo$uXhg#KONr{-2
zSehHDx>4uOR?9UtW+)r2>o`)GwTE?e$b;1!%TJxShwL;j0wDCK_Rjr0cl{~)aEo2*fH~iP|bbTjj^B|8C
ze+}0`f7LL=|Jthk-~V>)4-8RxqM1MzVm#s5p>VB2_vN$>_5#MR142!KBlD6uI%OGLjVo&#(IJ?W}N?3NGzwM=__4yG31X?mTb$d
zA<`EbK_ErGzYou)81dIXl3f@mr>WZ%wk5JMGP=mQJC9s@0B;LSvdpC3Ud6z>eSL4O
zvI&6{L@*~FKyZR-9}jSH%3r>GIqnJ{A0I0xr+d?hh0CIx-K4Si1)+t}azk2k;jrB;
zY)=3EMJFz*W~!-eE*v1V@9io^8FTaGGQRKhKqI_7moXOb+Nk!~0~bkwY?#qr5GW{L
z<~QOEaoxmE!+PLAMKJh)Gj0=bZ0o@$I#m@s7fQM*g{B+Ij~djn6BabR*<94{4RA%w
zn>Q+SyvC2I&;TLhyL9p|UVw7w7mRiIkvyKPPTVX7(+Xjog^#4*z2B|lBno5RuMeD8
z3vLPq$LEYI0WXV#1@}o!SW$c9dte0Wq3Gynk%XLaKf>mqy64R0TD;^xmd4r|frsaB
zzq$H=s
zJ7Hx7gNK~jQNSeC<++E1>_LHWGogIpV>BFB8EltSQHcdd;=_7c^~Jg?0^X<#G!9+Q
zAI5Ff_boh)V$75uT?i1a7UQo`4YbWXVCT1c;ZIIYs}p;Z0HF1W>Yt(`9@kFPTjnTm
zV#c0}zD9|4OXLKsVXa`Jr|x^WKj;C~x|MhQ4qdqoD^LvFGg%4@3-6UL*!*7Ll)%hz
z0V^BZBdbjTXpuo%7&uSZHX)S|7GKr8XfLUH;r@>Xwbn~KLy)D2!-=d4sGPXkgLb(SlbRim$wDEB6Be%yB$eZ>fcek`%G
zuDZG#9+d?>X_tU)WL8#|8>{Q@wUR*`;Mg#y&e2_haTdzu=K=GL7w~4Vn1u{gyRbs#
zKXZS51+=Zv547s6izmoWCdZ
z8L5wiDkD6*Wzw
zeBUm`!mNL360LMW7qfD3)I!C@>WC=e$iC#(dC>z^Cvo3FCA`5Qe`9nj4NcUG7x@E=
zv$2M?Q3GC31z2T`eeN8?MQh@s;jR$UxQ-PElZ;B_;yC3uWvr5;M^4K6skSgd$kWfL?
z09ko?M$2XpB!M@+`4X$v*t6i7v%hO<7r4J#bzm4uHek
zElf00l4lX@!XhHFRSquR-o!?YnwJpt18sYw_>t>cI2Oa!m*=O1xEG#6`G+9kqd?+D
zUeud1=mnl}$iu&;u7#&>zVydN3H(!3^lb|Jqii*vhBgrNNSl&=4cItuyYM_`;oy+F
za^+=H*B@@(e{nVdZA5Dt)W%kDI!=l%1T6Rvkks}I6Yb47qkSdmIPdz)>c7Wv*Gjji
zGK`G#r%N!H)e@R{?LB5;thox<;1Y_9MM%q@Wv0~PeGL79#fq%>2t*iRCx{;u6Pl*R
zh%+bVKx}2pEQVqy-imvP)I_1n8qDgWUL7AoJdKbW>&#>q->UVzldSWerw?HGHvO|M
z9dS0eT;6%XgiWDbXIvu3KDJF-
zEJj@qT9HR6(yIY@kDVv3ClcdY+w7nXhdjDA@%VDE`F##`AWlOd+%@ru5lf}VQK)9Z
zQbe&uybeT@rLp(#4bQh+!O9R+Sk{-@>qzf*oJywD(~D<82~=Y%6Mw(;jfHon1f6l}
zx(&@l)%5KOW1q#~VtVP1eDhOcVy?tgU0EsR+pr{ocI(y*iJA&t5Tr=f#X}P%LlfDg
z8wm07?ee8dRxDitbd{;Pw&O7(6Ou$Gl_T!2RYnQ&zY%8^MUq4H`#Jag
z7RxHJ1+yLK{tVLQg-8D3J6P&SOG=2ysWBdF%@&{yz7LLWq{qp<_t{K4LJBXHrMhY=5_jMwCkgw57p9Aaw3eU^WZ|8K=C+h9I{LN+ocYE|<
zYYoNOCg~*s;v}mJJB!p0C7oT!zPUn6+}b^)jQCf
zDUAqRgCAQs)=-{kylYQnjbZa@JSLkv`ku=Aw(Kd{!N^$JgTxqO3OIU<4n1Z;H@@vq
zb(rij23vGdBiAyxlB*II8LuzXxiA=}!pPeTV?v=g|Ft*eKU6|Bx8SwJT=YDc6Tf`f
zIvdwa9^&o$2CX!ZoiIlun_T;jT@Hv@9PeYV5oB-0#AmrgY+MA#Gd_PG_7;El_ca@m
zP{6r8o6us
z0j8FLBOTFzI9(FM=Wc9Y!un{Kws`iX%YCYG(fl7yL94DqkD0D4mZ49hb-XE>_*BznNjWZe8t!}c#@YTEGcNw)$zL!)n
zq&J^>up*ypkqr5=T1Hkj>Zn5W<7Zr+zWzJXdjg`kI>#F>ge1pGg^7yvofGAv6jCpe
zNWZ9$Sa8)O3ZF?Yc@UG+*oQD7v5wblF+KeKru`ey(!6Y)8P~s(CfAus|21Tidu5K)
zz4Nf6<0{OZS*p|>4>;~FjKIGIWAmRU=%4aQ2R{rfOwU=Ge~<{CQaKV0Nh*B-7UQafM&&S#8;6X8
zhiJ$#GYk_gFDo_lR3cLTu((w_RlDow7|&ZC)>!t(22?k4PqdhoFxR9QAZ(k^ZGVn*{e9L7M^k6v>&F>j5e1$3T8FLN}S3APx^BV+?tvUF2MEsf;At9%6
zUJCI<<188`)S^9L)A+kHfau5pDx{SL{#0_j3{D4&?ZoK~4w%73->D
zcf0d9Y8k~-h`(``um|x#2HyNxL|Wgj?yjYgS9!@6pV9H8s&n7q!nM8Ns94IjBs46H
zRMj4q^>nd$!|&F?bW_3U@Z(Yaq2TfeG}6d{!LC9{M?KkUdMp+T{NCx^HPzLTpplY_$0`-PI`~=;&AexFZ9uA%0|Ie+hTA!L!tX|`AIy4?Y~ehYgnP%TXs?eh
ziq*y}s~F;aAx>!=sYC2j&Fl*XT*?=s2)u`vMSihU?3kOH!=x5DRluD70xTI};G~&h
z@D;0sU1AjO`52H}=%FL0?2rbAzYx;Ln3u*bmz0t+KifHZQ;?W3vT*c3$6rn+sCX;z
z*KLuCi1x|%=!JC=>@sz?RK0{){!1?Rf&cG$_$zo`B%%J#;patQA0TXzYFd2SilJV1
z^3G4xuw>;w(O6hFPH=NJbF45s?{qI?hiMnZs<)=-F9hTwTN3j(4l-oj?uAYB-!8ln
z-1Q{m+a6
zbfZ!jgeYAYh^%;8vR=b+I?$XY?e&N)?Vz1%ugZ9M{GZ(Lf6(0X53_E5_~5%Ky)tQ4
z0`D1
zj(KM?Z+@7_kgWmhH95IYaJrvMSPCqiD{pJ0w77sQ8V^or%yjcHPBYMph7=Y{u)KHQ
zTF6osu;k``ZRq*O3MCgolihQZz{uS~m*cbgyZD>1_rD9DL$nOZM20LdHI1
zh#DNc*q0$fUp9B;-5hN`T2u(3py<17R={A!yE
z>YN&@8-<>b*i4V9^d0wu-cLGW!Qgv@!g6`9;0i~XJJg8=$Jy4|^Z{JiyIKCNs)LVc
zIcssI59wJEZcLx0-L{QLXt?85Z#Zqs(&rsk4QF*H9f2b5);WCU!{G-xR89p`+Rr@RXDEc0uI5m{C)er=rcB6|1D2Z3}{;C1S__Lgc7z+7x
zV@g2F6TOWHKIBYPoJ!CGw>^LNx&7n9XvRT)?mxcs;aL=vOkC3E&fSA-6@gBL13(d5gdBB)z8^k~8QsV{$8{Yhxw~3k
z+n``0v^EB-4qZo`f}CTLL?}StxIx|?VKTQcW5l6rPq@+MWg8AYB=>}dh*dYsKthlG
z$>iSc!WK`C%pDzXGGW`kzP9BtWy*HmJcF_R6^drk3*H06GwD8pw8`0GRi}#SlV*^8
z^lCR@6*4$&Im1luOKXRFdNyW1B&VLE^GFJ2-x^GH{dJVOq_u;zW^~7VKend@_cp=AJ7%{^nSVEy>D?yHPbDh9hbGpIiZs99jhKonx9KRhjt8X$n?Vk1xcKnA9j=8EUbl>&}8T>1594?H?+-7uPrn~B#OsD
zHsmOC^d6BOIc#JP4-awAf!8D?ab7LBlG@Y#no1=iJKbq_l(4LRisi=*f
zel+OJ#>zU{6A`Qr4+c4K8)slnJ1(p`bTSljyenu=L>ntVY4?Xw#Y)rq#Qv-taxlM-
ziuuD`*S{=jF)g4Xj``m$gD}~!9Y3C3J56oX-!wn=^QU>s&5=^l!htEn$gIN#ha`Ru
zLhPf7*cvv{!B1K=p~R`f#Pc977-s^_F1QbjF#`gfL|*E34-4A6R6K2@Ydyb~vJ-
zpEqyP6-z`B!%h0oAPQgYBu7!A!KNSHpESsc!16B2Vpe-MKdeW)l%aIQW!I*o*ua{2
zeNfBwPSwq?lFV?TOt3NkWH*>Z4t0g5X|Q9*j&H}@
z(7jTG-)7cd$MJVb7@{WZ5-bFx*WkX^ITu{8SL=NTiOA^li&Je`L_$(&AzPl^05k6
zP++DVAIvEDG#=-E@(&FhBJ|p{{oS&UZKy(W&;VymTC}ld9P;OQx2{ESRE2d!mVz71GF{dc!qPNXx=
z*gdXVk0XqTHcDD){o!#3om>X2Ziq%>Zye-K4z2NRIGoM+t|AR3*!&bfCYavxc;o!`
zESz%T4*}jDM;MKxxlj@H&L=balJfF&g!iMbTf99z>o+(IFJoh2NhAY|Jh0&g$7&N~
zako}6Wv`(c`YH}Eka-4U7!wu6*Zo0ilxuvj#Q+`c>4m%OKFv**JAULy
z4O!(+`UvO?lSu0pRAh7>f576IuLo7|$tGvpV+f)VJI_tqi
z$gsse$W@b;9*G;l`F6&{m!%33+WPGZS_K>e5%;J83923rd;`JYa=7fZp>ZeJPj>mh
z+L@CJ^Lf6Ofi6IzwKA{7|CR
zcq#FxarOX@0oobSBJ+I5{>g_dS*kdkR=|4qc81sUQ>__hugES8zvO!roA*#k!bDER
zFzLvvML+B`*bFV4-JS^app0^#tPx(W6dYZt1YZJaKd|C){DBC16)oO8#?2Yaa{b#)
zez1LoQ?X`C?P9a_%FVyNvz5mQ(A1(Xo^>`?T
zYKdHOC=rCr@inH?a_F4SoMHSX4e{Nxpz⩔0WOo%S3zMDWy9r1DB{ynKEVK{8zxf
zYQp9%EJn@@EDdf_y{9)nNIjLAjB0EGG;eme(XB^AM0soRw&A_w$d+lC&~4(4YTUfx
z7bqNwi5Cnn+yp@sA@$iTqg(5Nhf67Ekm)YJ)pu$-pWsG`Px3N6VD)qwhtG
zQ&x@#_zwP=;y60rGfiwrU=raD^E${l&LBctiuFu2IKl7eefy`qx5{TSo8&<7_w8QF
zh#&*C%LzEoa<0Y4zu-&RAFHrreER$Ot+{cSXg?OP2Ymf6Kj`~p*_OwviA3Ac85NW2
za;l$?I+SW%>tVwI5=Khc7ziESGDbYcju`P6y`_y989DR4ThEC8(MwjiSj05AGe~vn
z?Ai73MtRS2su{_++uZERr$P@BgNc|B=@kpqyR57HjM07Ld3l5q*bQM!HIa_9=2bT{
ztEEfViJ#1rf%r%3Z@1rt6ex!KJ#kx=sTe8~J$$q%Dk2J^M#{|j<0XrW*&T>P`S?>a
zhuezt3hX>LWyj|8p9Z*$=_@7TWV`+w{?(|2k6jp1`Vw0hagkK@^hEZ#27kq2FJ0EZ
zO}Jc%9ECJ){p|otv^|v{KNbq3E3W9IEq4H2XYxMZ3~By2Y9e&qeXjR^VG~f6x#^+b
z<*IlU6_uOfoRrr1eK$`|%p1#J3rAyyRqg&&@|E9WC$J7}Nx0awARJB+O_47|&pfUH
zYpX&|qh4c~=fP{2l9Ed1Px(G!3PQ4De>M*3qvZd@W_j3*Hw7@6>v5TjC(xcPdRTu5
z)74xwOg{>>IT&#qv!$e`?`*V*hr%qTsIp^XSj4;KvDW)I^Mkaq#F;;%nVF;dC%rhX
zd05c$9xlgv4_;|yCI4^pN4~Sp=ks>t{7uydn)Rs@E1
zi^y0M4cGw0A^*9tSmh&sr-(HwYk-7tq|Ym_Cm@a7!taQy{f)}!E>bE~c0uCW{zz`y
z`wwIGwTE1e(5oaL^zme5>>ZM?=Rfgnlym>rOMiggnM!;>UMw{1M
z*me2#+Wa)`Flq&n5I@{C_@KC3LY{$pfp6ea%{Bk+em`krp*5pdcX;hZplmy&E;rF)
z7Ytg%_?39^Tc2s&aju-rO+Ck#e@0Xhi&`fBU|Y=^vJL~U_N!Oj$OOLNgC6BF^tSC|
zsXbpVo&FDWpmHu2X@XnE^9O12;f)0GY?}>PMBRV=B%f-T_Yl3CZ{Xk$=eLA`MQcIP|RPnbh$uWe^
zsV!d?=nb|VTy48Yj2Apu}J6rLy(I8rCn};k<*vy3F
z>$)lT@{*7Uen(;I>oO3V@+%lWWveAO|Fpb%mpd%pzBmZ4*R%o_;yKCaz|V8RhUmS;
zwr3+W-|EH5ryI)UHz#f^Nf^IfZF_>+5<=U5Z~#LvaaX7=)=|O5ZM^`%S+;WJ%8l=6
zdY!|{jYz~isTtzLZxGo$-Fh#2I#_jc55CV*&UI#nYgjzjAF$YE(&6@W~4b=w{n
z`OWg0H;FpS!OP$KCpUVXadWc{V!|?b=Z8bDFVB+`A|Zi-2tcCnjLWkmCP6P`o_#$-
zWMRNWHGb2FgAd%{dQnsNzrSX|uM|2R<1G1SG5waW{x|=4c*Xne#hXsyoKC*Ajd}a7
z_onO3n_P@eJ1F*y#lW)g#>v&Id4Ag;%Pz6R21>MV{+ugq&Om3r84MBUz*2&Bf@Vh}
zpRjnR&Fbv{s57Xf`e}>w!v`wn!S!8!C%*~i8(*7ORPOF6u14JlsHc$r%x?5}n7?@3
z!LLekw;A*%+nmID3DvJb4S3u$f1EI}eKI_*e;$
z_9hnGOvHSe1sD$30&OfT0$ZxrOub3sWUs_Yo^B3b`Wo3Y?qnN&YbD2~w(k7*u4ZrM
zjaNhZ9x{69a{p~9L&BSuSUGtK8yoS@r&Ju#wEcHDK3?NK?SvQxW8>;XeSoGau4Vfx
zhU^H=q|!wj--^{a+_Xo3hUR~NT+^_eDOFYLqkOKLCrs(DuA~11K(L=Wn7E4w*V7}_(a_|9>UKInAeshgI)8IFX
zsTT)y+pd6{Pxg~1J}$G0lkabGTjwRask^+C*ZNJ_r6qsDi>q4Gm&7b{V17IvPo$ut
zyLU5WBt5rdKeK%M_CM|JnxLe34bgBP^`vdO7=y)L$2aENr1v}1;UKHK)`|MHuO^67G_hTM(&Iu9)|0e|4F5ll;
z2r_~YKVlZ=DW5aJHndNL2`9u>7=j|CP26HP^aMhrJ)GpYkbE8;74`SEgOfI)@2t+&
z%R+HWwwUy1=guilh9xGiYcttlq7dA=DOr;PKd{@kUexhvzX9GUo)YUf2HrjQeV_(1k&w1w4=?4i1-wKfX{B
zgk3vkeaIc_J(?&OuTpRbAvwk}aSkgLhX2QW8gqBVd{ME`>~2n~n-REXhhTxg6b)T7Di**TC|dyR@UdZ^u7F!_bU
z+O~#8Pg@$gn;olobVp?tUsZ63VjTL>klTaZ@~}~NY5Dy|M4Nk6;fE*KKI#(eoHZso
zGV=Iv;q@s#Evi{Nt-XMCw2k)&AS1p{ng5C*4lbWLe627n%DDUz!(JY-${oL>Kc-LK
zRuxL&8_7V|;_qT-3FB2_QVd6oF`An79xYo}9MT`SzRlt9vo~`XBml{a2`Z6>t|xvP
z^z4G(a*o06uY0jy67WWhA&J-Nk}+^i6=b0xjuqraG5x}GdWj&_rQEB(@PM4$+E`(+
zVnqxry~g&O1U~F-d{qUT@ZZQ5we?cy81bWsq^h$7h3T-miJv(9d-20#A9wz^!+ACx
z-M4uD!*6>=tYhX(%;pFlk(yu~{Dtz^vHvk=T%z&YH&!$Ch92e@wAZW?+9
z{~n>LI26z^V$memLTGheAU-Zqrtpr`PF&owVm0-(*d4(Q!bm&1u$Irwtb({pK>fpd
zdbh!p=tqybDL_`eB2bA@GOnEP(B_lc-Bz=VHK43-9WtkDov36Bb)NhGc#~G{SUoGJ
zw9@Jl32Qx03Zmz6_UzfhRy(@c!cTU_G5IL5%@8uqf@LgTkYq_u`?W13()Lc3#|mhRULeNKKR|k-~EJ>8Q4;drAi{E{J>ZVB*2u
zWhr3|x$V9b8u+&FS3Saau$`Z6wQbGFL4CRv&RbMHV$iVd#>SOz=T!R^K9-!>%WQH@
zL+8>XYr08&{M7p4S*6>MkOOYp@t1_=ws?Qr*T-kv@M@hbZ%w@Wb~pVRlYHgIjd3D1
zaUEtGIru8~GTXaX9}wt&>Quj)gBU11$IwIUO}mBv5Pl<y`bjVE#6+`@SsGiI#es>Lp5{C9HvMiTddrQ$z9OX~}WFnsIn+qa(<7oWp*HflkL
zJ_~5)fa#2k>}_qQk-@_;SbK>?cpVCi3BbGApIy6WRq%sY5IKWkvZ3KJ-q*4eyX=1w
z6r(zc`?8jcKY@vrdrlRS7|Ms>#27^+6ka4~<|?=DB3zQojL8~T;J(DRQ!)GFI&7Aa
z{e}&5jEp92c|TmK_fxCNKRpAVzQ+n|tMOYt`^x0K&n7ip3szH8TV!RGleuX2Y$*{L
zFmIZNrIct)JSRLqef|0rI}Nk+YD&dzxiq7<#J09px3{r29T@Eq+X|ISFY5Sx}GJQYKdaFW8dZQCNL&VSJ!5RYukv3P0-FpO$weC2J{We?cw3fJ9x3ehBxP5zgDUU&bY;zTRrZ
zidp>Y9}Tv;xKv6mG3@yyBg0!97xBS2@o+{)Et<_Yy%-i|NVvw(dltSQEM(BdXr(W_
z&U3hzDkw-XjYG^>cDuBqCL^D2az+wm9AG=>mMjQXK*$CbDl6RaqbcNdKlQA)4
zIp&Ay1wDQBDgYK@0j;_)V3}BE!(h~$TWj)$;4`PdzN?d%l&)%-e>K%zn)+*kThlg;
z@#BY@n3&-EGeW8EUW)vbkQWhW{4IKRWK8r^MTNO_L)^`qeFo0K&VL@`wqcB$zJMco
z`tqf)wl?8Y2tP}_=esg*YqomzNa$OiPttPrAoTFt`5b~5-n@B*Z{JRvGpF0+$&=SYP%lu3RI^N|ffovki14JZSDUrD
zzz~8eCnu+;f`T7NF75H-PCSpm6SLx5WAENI*|}4DK_8Ob5az~GUhXJ#!=X;X+}xa5
zMoEe1#KQrD2K`)Qcq+~LbM9b%TQ~<$A}hLC+^s%|tL|^_j&t^hDDNYmD`E7Y{|25v
zf8KiIM(OF(r*jDkw{M4WyiyuIyyJewP|%*Pi>w5vMP|~ZyUt^J<2UH&=vY>9pQ$zVi4!xpC+$Mh
zejUXVUwkQ``3xJIp$jUk3vL!p!ueP4M`^Mjlb;pbf`skg2a(Yvxl;4*btf(D_Yx9nqh}iY{T0k8qQUg(9Uzz6o6b0)>OXVm
z#s%TiH%R
zW{9qbm0Bh-%J|KVr8gzNe*GGx?WDxDuWS0fAt50lR78^(arup?y1F(~ncI{f9y<44}452&zzJ;vU;_o;f
zOC`1#s+|`0U9wIS`Z3si_#w*N|7iizdBNbm3XOkUU(A5`y;#^A5|(=P>?z?jEmfs%
zZevk|tTb4_}6Y=_C>SOV&JLgCyCx&!&>RtokNNlY-SPnz`E
zVq-gNe9ew$S6W10&)$3AvAq4n2QU?;PY9_&cDEl*sH0fhcPcVFfr-OLCOTB)Hc@HwHAL?4%B?~_^}Ou
zD`8jtNCb{g%zr2=TmP!lqkxs^(4j-_bQetY*KXKQpLKfUJISn%x95&b2M0Jc{8%wS
zPEIU&mPlDQOhPDLl=eO#+HvmKN$2z~DKu09yyKEU>y=jLL_N!OhGCjqb=+35EUgM@tRe+!R;NTgUdOdkZ%@7c+
z2YQMRoSbHD^8p+uaSXXD$bE!E`c62#H6eKcVy$*+TH1b>i@*ql8$EYlzncxu@
zH-3ojP7lIkdVaqDmgWE)o$U&Xi|aRp=hM&r@J(RM)=*
zSjCYetRC#PxER|yu=31``m)px`R#v=Co*^g*oB|4kB?6ZHiz2zs-}0I)3Qx{`*sj2
zi42UN90{_s>r0BJ6=5{j*w|QG(gXrXdG@S3fT&k6^J+(E_=JJXB|P{^hAUPK#^1Z&
zyGcWbw%f00O^;9_t6vd6$az@UxpQ(vrO?Zly}>~hr1Ye51pT_I{9zCGwf0VtJ`XIb
z$mBL%%^7x_gp#?;)>es4d))^Q9$fY9TLhBhMw)-drCUL&pm9miY*yDP{Z%a`xXvrj
zeB$kLmZ#Go(z((_&JUQff8V}#rPnyTeh4}qW0NQ;aXvfZ;>82*#n4CMdvdBie}9sl
zJ$=!lz8wwAN`_%!F%8@vW;)uG-CsfH&ZXz%Nb@&T)~L6f|FFa}x|}4%2k0<&-aHk(
z)6c>vky5x$yLayv2jtkX9@xc>{&3t*stMC|qlT)NS7dnGPVDiMa2Sy`Z|+>{)vLYn
zlpCs~)Sitjsc;7gag~HW{_{+hz(@pGw7Y6?wI4l%rSsMPd@bm9=gu9gcFE3_QXHI8
z`}py{epb#2I(t@0RaM%cXtFSQyk;5Ko`N@x-dv+zY0@rF!hj)g=9NsrzMod}=gu|a
zJ+c|mi_H^{GBSLnGsmrZXk=}zh`;b*y3-XvA?+PMcgPr=ab2XgI;H6w
zd7-wU!Gy4Dx@ge>njalIcV^Y&fh8wwB?o83J$~qQ@80Bb3GD)OI=Ao8A?(HtpeI4-
ziMGYq;o+Lt
z+YgtPmJYps{g^O}yQ)XwIY4u@G*LvcOM6r~)*Ci-GwgZ%{P~=`4eyh5Fa+C`e;UM_
zo{=F*ujF&-C0=gNj_tU_kNI*=HShJLhv*LAJaW$@^pAWa7ucbh=^`zCAUSy|y_948
zXG_*5G*2-bSZZ!)*pB)*A(zD*`+a=6th_XiZ`*%^MArFjL@A7N~87cX`M?pEX;inayKK7a9|x6bmymH}|F
zj@5(5q4ddw8RP@R4YK>@K6JgbrB>v=-q`ghcA2K*Io$zyP$!H>(R_4jM){@N
zyORVe#BOYpC+3Qqq;W=?L)vdw8MISZ!=6UNzXk5=`j6CISXfv)an#6>&f~h(4*hy1
zHnt}pooxr{;6Q)SBC)FO^TVBW?H63oO{HJLQJ|nS$^%&Rb7vW`JHfq8zvSIJf{{APGuD{MNqMygb`ryd
z&wl;9DMe13zm}2LmeAAF+xGQUS8i7(khu;QPjQw=^UY$15b0I_N1?aI#EJblUY4w?
z_lQpz~j)opYY`?P{j)5>IN4Q1pMr%%k+>+z=vZ(nQQ~>soiu7xXYeiAq4NC{ef@_EcV$THA^7zqEU~#xc|-=~T?Q|_W5JR$
zNzbyg(_y1Jcum{K^iJP?{gjlIrC6dHezYJ{;Np&kDWQg*j+I%m=e3>Mi*J7}R!d{t
zI2oR|A)E@8eXoH74?$K2s6@0T&ODpk{>ZI=TfqRbh&GP$LG7T#LFC?wU4TT77`8C}
zthW4)G*1A`_JrcCG(Rn^{q^hDU8R?FB1C$Jg$<>xag;yh6!vH5levz`3tmrIRn?PW
z-`CI4L
zd4wT;qWKsT-P-(a5H)ZHt(&m$@ck5v&bwHCxSwEWuw=>UymhO!MNYnT>sGAWzwNC_
z6oTomUiHN%S0XFi_sn}Ui%hf4o7D)mJq{V|hq5f=izSV2zjYbr#sdtBtY*%fX+V~`
zy2z|)PTTdi@6TVpoNj4p8A$b`n{!^L58-tusF&AP3uMsGfWbJ54K!0l)0QunJ9X;R
z0F*UPET6u9gonc-on=-?a~nc(Sfk#wF2$4_Gs
z!(rI+wAZiuaWa%TuysxbDkK&r4CZD4Ke+1M{ku;rtvuZ&|BH92ZJo{M6BhGXQK5XP
z-NRk=k{JCSL~hhJs!MwrW1jQaae2GhG7jvL1z-?x2WYMDo18}xNZ9fl66O2i(O!4X
zI6(I~&14A&*{Py1+p}kn*()j2ktMQHomP#0pX}}jEa2X-7fy~Fb@0N4A++*x_4aHu
zFR!jXLZ%*4_cL+3#l@geqei8dmMZXqu1|1TFpy%e(&iV$Z|v>c#+H@?{M2iI|MnvB
z@T`4E;r90Sp#b1;A5j*j=H(im?T2ucAHXuCv>IwD;&
zz3FMYcTe_^aZ7|;rwm75aBF>m6g8dE#*L~7nbk4XiM)EXey?O!#?kxtr$8cP>OH4_
zI&)COi$!*xRaOxfrkD>cS
zjMa5(>WibbNDIKjb^(_X4jedOF!H3Kl0PW+sN4t^?w-!ut+c^ZC;DvsWvejh(O11Q
zKJDQonz1kiThi$k7P8#CKE}e+xDyYm(!K&d%-Y)8gXO=2C3Y4y(%x*>^U4n@*1EWe
zlGoznQ9}^5Ja69A>?_sDBfd_w6`xc(@7+u>g><;1VNcZ2({F7m?niH(+N)gFq-an4
z*E6!eQ!_Jz443O<^_O5ze0Rg1Sx*N$H1BvY{uRhK7Zub{8J<`v9m5hT6YDx@E)C
zisuCdk3r(?0*qt2?oWw$O(s7c9DI~{L?3A#0NcJr%3il`Yr)axqg}IKvu4f0c!ygZC0|qT%q7Bb6{%?>j;wATYFl$9A+M_j!7D00JDQpa>^b
z0?QyhnwM68DZ9GbR;bVEOm&-T5E5nBz~I0f2X4O^?E&qM>9&3Of_L{)r9`*{Z%*
z;Z%I)AGLykYoMuc!ynAX_;vv?S9pfrmoKl@nSC7JXdflL!-o$G+{e$Oo~TpK`}60I
zuGGT~*4D0dsn}}0!C~Ix)VBZX)Y_@t9rTC%S9&NahL(&BS4wjG*AGeMbathO
zUb^JPw;ZOUGZ45f3L-X)P*ob4nUFG!0kHxqp)HY+AbpJdxpA>cSJ-@G5*o+(QK(?3RM;qgg962&OaXmsZFCJ|;^-Lr+5hmMDC(S=7qu_0%G^T&zc9N{N
zj!qbj6^X2gUFiH8!o5d73+WWFE47oM!M1G^YEGgea(sV@qh|wtP}k6y#?4I}EyM+2
zwQlTuP2qd*`WIMQ&r6EEb0>o~NMhZs$x^>dk5VoP(hY*ih!ZJZI8Bqrrlt>Nsh-VA
zp9o!d-!O5V)wiy4v*0{K5Vj0c2b{-HXpI
zek8qGYj#VrAAj{hJn7OA@a8H%3DH7z1<`O}KkWUG(ooWr2E|@pZ>&lf;7%oYN+Aa+ShZBYX
zr;e3D#&?vnLlD5Lu1p%h1zY>#VpriFf8kV)X;H?-__)Ux+*#HG_*CS4gBPbcI;!&_
z1Q|%l>npv~{PNs=id`I?oKksW3A#e)+X+zD>$KdrHzanrm^wQe1XTrB`~Uj=+l=oo
zJ!nD~QPuMWCpE8ea7bkh$F{-Ksm^s8WcFlY%n0dFJ2M*!B#e{8e$u0(7rOA~8qtmS
zVk!2ziyra*QQ^0xCB(kl**pHJOw=XCK*4lomkK0ry3R1PeLm!nx_Xk5^_n%E4SVj~
zCT*HA)qcwsKPrHqTRu}q!(eQ^vd?*P&?4o>AflTsbfe!1JWw#Z
zH^H>uyK5U?VP}^?+enO<%nn|$YBDUxc-p}^=O+2d6$cG1CItgNbf=AgH{nmfJ{2<@
zB^qgo4DHf>hkE=ssJU*Wzw0t0a8p>TYid@^7&dY%&Pz7d)+yb6rP(GbM|WyGotBxG
z7Me-9yEwKqG01UOhJ5td?vuH5W%8_1e@E?mI%eWtQQ3hRE@Z7dGgq{^tnKYPLYu?s
zilbc;dXFs4!3?O_FR$;a4X8_Kr5#Mx+BwMDB{LPFOg9QIwW|%)MIC?v+kTXssZT@G
zJ(&6qLZolLy+}bw?Yi{n;SKQvkRS1(>*Cx~(1NaY`|H<7d2?)sbg%7(-%6h#OCgpO6+q99P`#(;)ct)mg%~rC-lfvCop<7_edRP~phdN&jV`#&F{8zyy?*^i
z$R|x3`}AvVv}VR*QZIf4Bq5dATGlIjg=JZMS##=}g1mgrB*nHRzTxq4m3g+1Mxgo`
zrlvhPYjMnAs9GiT!~qs>^|JSEG~;*f-kp}3YIy66d)X=w%eQ$8m`Evl`03JaXvHyoX
z(nBb(n3-!XW}9R?3Q+QPc+D9ik%xx_WKf6Eawc?6iB|g+K~`MK!IYwDw34`TnUgM(
z!^CNI-JZo}q=AC1dGwC+7mGWr2#B<_QW;DMi-|ePR$jG};ybKZv0}(9i{Qk?14FDF
zW~ha3JnFPmzfhzj*|1zbK0`C?|zlNwC
z3W)-i`PkzmQy+DaiU4dLjH6CgE~5XgEJEZZrY_yQ}Jdyqm(B+xV>E-z<*K{+B$BZVmM=
z4Y#SGkR<}~Cb#|`*LolNO@Qg{VbyZ9S!F+c`c&fK`0vjq0m0tCf3IZs6&9|%tSsf|
z-s&b%4?u=wpQf|I&c{K$4|QZFL!#E^$3xe@y*c3FT~tLg=jW{#U!M*c`iZS=
zlOlVp8Ety!(|~~k>z-sr*Ct+=>>>qi8Ll-J;spZ#0HuqEjF$^>FY)~)d8a5!NXY!f
zS7WM6NW1C8`v6IOOm4{+g0^CIX`hvv39tCHOIFK5+4*G&3EEX(zSPb29%r2Us_cfz
z(RNoQ+X83KnKRwhRoCxC)6HqDcaS3$c*49lGJ%xW9?E5^ygq0Cd~b$!K1=Ve|J0p^4~mneF%yRWd5_?H|K-ag8v;ge
zS;l^%DKSf2uLUwM^
zBu!1v8#lJ-+#nrkY-Uxw+K4Z9>ccXxWSH~9(Naqw@-W->bd}dv$A!%Uo$C-k8PLht
zv*)l<&ULFqc42t4+d|5q=u;#(2}Yq~t&MblS=ph~4Y|3wm2aPgHw+jjx94?c;CWW8
z071!(&-}#RAab)P0BA!)cE>R&b!5Q!_F(#`g$0-W%mSaBZX2=a$~gV`&*lRY;6b61
z#$$R)pCFWy==`d2+S&uiW`Y&*o1o+Tu?ysFLVhJLeC_klb~I8XTno!cr*)CKp{fq|
zP_YwaGm$qqLfML##MSPIn7W8ORwwnSye
z)K~=GF3?gwed^Q)1Q`Rg9TmBOMzS~X9?OS9a(=Vu*8@r_b!=+|vzngXfh8?4$kP$B
zyjkiI-#5$e%}FZzbOs|H{UuLNC79PmM{Tr1KiF|$RDhfnntIXBdYBQn_ukgeJvf|x
zWl>q5>XATJy^fLNiBj9`L+T>P23D-~HGZ{MYSr$Gxd1r=$v#mgaSTbIMi2pT=+<_2
z>A#OqK&0g6_CV_)q5o^l)(de}@8JdbiWjmKUuROuidbF!{kw4{%QDM8e?AD$Q#&zO
zcUNyB0!47M<*Zp<`_X!V!!>HYwxv(+-ZY@vxw*B>exq@@gKPAMlGDu(TIJYm=z}IN
zZ}rwi6Z)%6rVn`#E{Zy@H!Cg;=FXL-m7bt_U3tU|q*;wYcHdEyXp+TMwr!RhG$NaG`npL?JM>Pu%N~4DYPLI=Veo?o>nEzavTI3vjM9wq;
zr#d{rUcy*+irwA=g{Fp96=m&i$Il0xzrwYa+<(uwq2;n=9|*)I>(?vetDpJzrlryF
z>2Nlf_4<;eaNd`uQ?rvNu|{ROTW(cDjYls@m3rBB9@D}M04OVycJ31eD{l?PAV_EH
zNWWYgxADkL1>29(e&+o78C=actj>YyD+?CtNJS?k3}B0~WrE{SNN?#wMoP-z@r=jt
z&vP5nuEP{xi+r8}VAVPFKqIK$TcYTZ*#(nC%4Ci9iQofZqAb!z*{}w~dypVxt_?h;N>h1%(<BIjOv+Zx80AYkPa(jBF6j=*1LhuKeSYTyt3#;ZpU)!b?eQWbF)uO-C65#
z(7A&`nr(M!X(6sbW(IUQG|grem(9)14PI{X#f#k20bH3Nb(?8{2Q)V8susu*R1`L})jpoF@j0rB)`7u+;TV#Pww)+GFzdNegP5h()cD0U6^y~8i->Jz1j!vz<-0jfj*gvMNwNjNUl#&J(BKj
zdU_9>3nVD9%b6p2lT0X2C0+AOYU}GgBO-=9Z27aC##u^s_F#V)h&u5&x_I(b
zRcY~n&Ec*;kGX*ERV3i#KfnqKE0PirT=xNd-F`*K_Y=#e8&^OO*+Aa0ky;`2>ea)P
z?x!@bx%LQg&RsOA;L99i(weB22ni3vR&$2iqbEUVnox11Zk+OTK$Bg@k@Br}Ocg3s
zjQVy3#T>A4zI#e;$b@yhVc!y_*8qbend%@Ej0c)S$QV-Oa`js5Wm!S_ekeEo%D=_-
zGhP4w9KjZ81YPa7)x00f02!YdsN}Bv_MW8e=o*WFN_~~ckLBg5c`XSu(`mStef=tR
z$f!MV!8tzS)~&v%&AcBz)K^>eFefvYj2iYomB^B)vVeHIB?}fT_-NG1@(8018tJ@$
zN_^E1E6-`J=>gDB9N&_cwcq#SoTD#eB?}Dys|zfwGxpO76IdTP7*z|OhyOJvK^6!t
zQMZ1oDUeW(Utf*+_3e#J??VR;CTngPF-&dIp995(g`wzKLVinVsz27Ew?~3@jp!J#
zYi4k8a5;o9Dz&8Dzol?`*iWB=nH3-Tv%NlF(A{<7?&qy;wRJTivlp1_FW6;1DsXmU
z!|}m<`b>sb6Yj9>z5C_m#^fNxS-B
zy+L9q5BXWBk=wKK)?qql24pdyU175OR79V7!zL4bGxMmU2hv3H<5prJAM&+yoUv2e
z!Z|n4N8+#3Rmi>0SzngVeDuhG5ib*ojqmQs@?=V$KMK%raBhY{76hq~s~|IB7AAGq
z$HGLuWE#bz6GZ#$z=Y)epTC9pd_D3FvBlvRi&p0ZwM(?>Vb~L;VYWkm)77ryCruKB
zJ(liAL6d|%(FYN=9Od8X8#$(Unve8vf1moM>g(6ECr`Ry8;$HT=|zkzLx4DqF4X+8Ddmyjdsq^JcVnT&ZJ&
z%hH=<2MzKC<~nw;=58AsPqB2*$jnSHDUpYy5lT#!o#s4!z;_?F`v=*pr>v|Ox|v~<
zCl6vYC*-@rM3c7bziu*ZlvP%YV+pJqUB8ySBt{Xl@SJ7FO~D7
z$%Y18DlT$5iYx(AE;Ob4)ScN^0S^cLCD_l_-#6TcYH7*BC$D9M6G5oa_l4-0XvrD5
zT1$}Aj*+mPJ>BVyqlpltCAl7WS&rXL)9{9h&o8nHYuXmUhsl!9Ad0T9UD1LKKtdP-
z-~Lc`f+LCde%6U+B}#xBJ80V;pE+DN&Hq^pPv1~E(0S$5Pabv~#$^wG^6Z&0&j+EP
z2MkMqruO0qJJ{YXab|7?Vz~+gjzLp)hzcA!8x2nnIXSrr^kC@pJz~1n5uLmHuZEWU
z{={`00feHH)`2H&DK=U+)`(x6U0FpDz-pUgqQOQxwX$hI#oL!}-t^Bu8T)$-xdB?-
zBHYmW4O*sYjI`Nbv;EF5e9Ssdmi-)|jU2bn3B6%JrerpJA84@F`45t7&qIg0LZQb(&%=L;Ec@}1C*{~4l|YCR
z51QW}pw$bR#vMIqX5u^%z33V@j9lVi!&H9$d59r%tj&0cI}j>@B!<$gfG|0PTMb6J9PcR2^X92_vL
z`-a+ei&j@dGi1=Bg@ku6V?162K;RRNQ6l|8zOiWUSVG8s$_tUPv$G>49@1^f8Bpu=
zOG5Kv?5isrPonlgIfDT6$G?C77K|%ycjZsMX0S|N-B9N%i!LJ211A!hfoYQ%D9
z(KV*UOqk|hMint5@bkOVAEX-xKwt}Uh;|;`z@v2F>t31nGlLx3ldnZW^#V^!QrGCw
zkJJc-4Tlp!CnAVE#|L#pUG%UATP);JLR3o2@=(!vmRb4GY)|^2IOX)wEqwQc`}Ys;
z?8EtSLSIh%$Kpw!`osp77|ehs8|B?LN>1By+sMN+Z0vs0w;;e+-dx??Lqq2^<^yKF
z?EM&7g&5=6B0qG@zQ
zVd@Z4O?!#l8!BDeGfcmqZW*#@ue>&5gix+jD%(w3_o5?188c_iO6Br_0gg}-)vt+n
zVt!g1q2}p1TUuV-mv9KQM`XG4mgY&BoS@Bg>4CiAg85QcPr-4+$iEeKgOnN;X(_c~
zi9=Brt%~cC?j!!=3j9JRORY!CllZI&q8AV+BLtuX9&Yjs)|kaI=iaw(U!f)weLRBJ
zs;YrPvc;(tfdV?kGSPVilNx?hW4SkfqCgNTAd+|^7{8r?{RHd$MYQ4Dncns)_nX@4
zap%s&B`X6;ztDpeT5^#&`K;xHhl0grXU02FF^bZH=puS&A3y$@Rf7@8NQP%pC#}wU
zufv<>#O+f!eDtUn3Y1YJI%Oru?%%&Z>)q+PEcM4XxLIHy@;u=j7Jj;cfdq~p`zb*j
zJKZ2Tvk#Y?QWx@JmGu~P)!XwDWfagEGsRN<{=xl{)n)@_$A*)45>THatoEaSq6Dr*
zZ@|yv2Xg=-1GF0}{Z0AjPB+}5e@&jVAZqqMSa%c*JqHf#8amf38I=f~
z^D?%1F&Cj*5vVhu
z`k(3?234rI5Oq-&il(r@KzXa;Y&#)ak(3ENvITG(eC3$(m8BE{)^uGU0_Q>_K+lCn
zb{G0y@V`;u>jCipb;t(meco`(QqfiSe`YP$%$)8o#%WH+-MHTSS;k@qxnxFvxk-l_
zitUZzJuNxu0P_AQx;a7JBt`74VVRuUt;a@DQ6&a9tgvH<FR8+o!$*~MU~aE{O~j>zgDWdaL#Db5Ic)tc4H+33
zkkf?=SFKblLwr@1TqjvaSPgID_6b4N-67C#{HUD)E0FdG3XKCmIpaJ~jE*5dNTCyy
z(s|cufB$_zvcpP0rh4(m>E`Br7&nUgRRU}k@h#kGp=X=Cvabh5Q(91tLr-UymzTFA
zj)*Z3BK4D}Ps_hV%)PO?zLq_a^w2&vmGcy1Hx*B8X10uDEwp~1vm<0yp^v|@D&?S)
z*gj~cRUh5={BBfBLTQCKQo{D#H}GsDws2(?6`ssX+AzUX;QUoxXd#Ge>D;{W&`|WX
z4l8eeU9~~0Q6+S?R%Gfb4>05
z3~(taiJ3J%;R_I2BpsEDQBku90mDycca`Y6-+-peEzAmWyHw&4Gfz8=7Al;{6n?R(F?1RP^4U9xxQ4oK7K^bic9y
z#kZG_5AblNa^OM+JbU%3kx^1wzI^#v%{B8cwLE!0?{5wF?j`BJic0h%{^aObFPe^y
zq`01dKCl@DyO
zvD*Tpk7Z>BJ$m#Ad|y$qAZrs>7#Z?Mv
z%Ls65+x8thMk$4Z8~gM!gV$!U)d?e|zaMw*{`Y4ry-Z&;ka)j(!iz+bi}+BvnHjKz
z3&2-mVmAKPEwM;cycRJn$>_ygz>%0JMUlhOh*=CwD=CHZrcTVh^eWV_!(>wHgS{%B=zn51h0((B)kkJz-o+9zg+pmbBLMY6oKL}&(LvV$EVxrE7;loX7gUwX(H-)#Y
zqE-6~VntuU$A@0TKsmXW1Qj2jncy>uT3Qmz**Us^4~5^xY>pR5)R^lm>>~$F-Zq-t
zOUN1|1|y+v#MGcld82N?p_&FbHEvRq;Yubew6H&w;eqpJl
z<#Q5y6e$)Hd)}3?{iaRxn2ZkP@8rV>pnN?>hk6}A8WcGhz9gKGV-6e459Vp?3j8#(
zmw#B;(8Pp<=gb2e0^}pmGKv!bTXND$?Fv2fz1PXtiTCaa`&7rF<`1H9u(x+y;dxXRn2)1F82jioCQTYeC=ih*
zDmwavm0JIIAu++=Y%yeyiYS5yW{Q3sH_^j@of!x)E`q9Gh|dR4U}PlbSSc7QOQ&NU
zAz_LD%B!ZGhmVin28Z*wq0;r6Nka^s($k`%GmJ#eroQ_4;lnh3h5h>VO-r_a>)#b#
z5=*TJvOv%LgZd}4@k9CezoFxBs`i((qrR}_@iL4SXLlI)m$4-w$~NQKC9gt>#dLSC
zUUg1++e&;*mn~C%aXKa@h6Rouo8KqRBGt84C+UM^Rz2_5HpSZQS!;5<)=wTiS}-x)
zHGtJ?=1{_7(3QJ8vuDT2@TC|Cd7+b-$MIAGfl=Gi4I1{MpkM^Lyw62E1F@Hpy3z>k
zKPgg$hj59$Og;^s(UT^fre=JK4HWzqMWqL!K|BWjP{sIrz{!)->Djx^joq=Uu{Nx#
z#y4f}&DdB)Vvp#)qj}>w=`~u7og=_H90U^@%0AP5cS+D@Zb$SL(ol90r$GY<
zy)|d-N7x{BYYEYlJ5VK^v)i3{d>C^_+wJ{Mx$)=p7edLVqGl1SJMamZy6R)6T=eSy
z6CQInGiy-i$#Ar)s;aCRfhpMAu)wgWPfOy7&pGDVKj>Vj!KHMjy)k{^!rp{;N9LOG
zjp~J%bvifzdlA
zUr)0HA5BH4GNjJ%h1}GBnZ_150Wa-;u*d>Q`(NI4^hYZW>q48H8(E*zE0A3uTPlA=0
zutCry#6ioJEkn4Q1{0`#Xpe*G{4M`9%?xRRra-P`X&JH}F2>?7L$V^J6iVHPS^CTNb4t&c5A7j(5ktze?Z0Bn
zY<6|=SgWL+y$qK2O`u45dv}W;#HU~+X;le^hqOB$xz^rN-nEc&^I^sJBcB|n8AX|B
zk!Uc}W!Rwi58VzEFeaGM07p{S*G`)$*>
zmSGf!{3xvHFPy1fEi%n$GCYC6(<;X0UZ8_B_r|Gw5$vZ`yQ}frnvwdV>KFqakA(
zj)@X2ICwDplIXgiU#&poF>~(RM?xvMX3d(tn-Qxl2xbb?ixJ;ZuiFO5Ru;G)8e^w*
z=}opU1Hgx3(bL9-=@u5_ku;Xq)cAo=m)v&`=pIJV!)VSUIw+n{Otv`7vRf8xB%BZY
zpa*=U!_X=VQ7EoC**ZGZx9!PRy*gVVu^}PA*eN=zldeK}D%{o2rEN4ddEsO^r4uc5
z1$}*01=x^U8S>#=_OoY?i9C)lvU!*5Tc-?fA&CcRZRjUR_R3Kw+t8ulHBh$Bjj;m9
z9XlAxxG?%1#yFekc3p9e{XeB
zF9n`?*Kc!om1nmmw0wGUCt_~?g!Z?rB7?f!9UkOsE2Xh2d1_;Dc3$V6abFTH_+_>v
z)MN4gdGcqgiU%w2OF#Tf5YS}6AYhK^4R@k5N8?3$dc~dZ77Zo@mm@gWz}%Y9yztX+
z@>!twyKhBB#kw_XGP#0-=07X0+c7Y@a?iNGSNtWf9US0RkrFaqiU}?aC8cSv^h9>O
zyRj$@hBBD`n=8w!A0={aE(25|`#9Hs67B1=g!XWtGr@G`;_g3aBv~VYr)B)5qGI~d
z8Plm+ZK{Rf$EB%vj~VFmi!^+SF{W&>4nY1@Olwhv5h59z8zcP`0M$y4tT-Z@j=tjz~Vy
z=UQYgi93OE_#qC7w_;=1~OwiQi8z>du-e7|CiSy&kOuyvGwBEz6sijwlzqps%?wSCY!-cS2|SYW?lGGiUac99BS^=atFgqvZ_NKoVAR
z7Dz4gXcZji81o_{Xj87RvKk;O>tI?x`Vnja0(4eE#OR7s8JKTi8LL8tsFOSPr&3PuX;J{1div`;c%;uvvia
z9yn-_vgEgR9VDN_cB$$^8jL)m$S;f_A939Zp>LZ0{>67@`Ne+G4RaRnO0QYH5Cugg
z#C;+y#rfy8{Q(;N$5^@yTn2d&boz8A5{6i`LUU)&{=mq}+jV>)`RW9+g@y#iKF`e-;$rRi$IiqgnTe&rV`
zGkBw>fB($Q`f{ePt_<%CrEIfvXTr>9FHKrf3v4Ulic6K&o4^;u-v!~fQSdMKWBFdMnEzQC6#Pc-c}`^t{=5GO^t
zEpZ5<S`2lWc@``atSG&FROUpvjmeLP=N8VuXF(K6MpLs9|7;|>0NN)NLK=l{$s2#VWtN;D;oNB9h
zy5xSO|4&FLU0S>Y&XFx=6YRoHB+-me_Dv%nZ^gS-B#H+Q^kj|0Xhjj{9=)AuaTlOE
zg`vk>K?UUH`5ilU%yyLqw^P|yY4*-4zhvfj!)8P<(K4F3R~mJbyuG}}V-3KRT7P%X
zYi~>OU4E2evrvJXmm=hW=%o7Y@6ZrG-BKw^=7q;^kMP;9Z?yjQ>)ThIAWQsc#*nq@
z`}cXAo$cRV&x@=n$c!{!y7a#=Xx3L;;Eyq>W`P$LPybe6^#cI16(;~I=nPK5t`Cp8
zu0$AcEJK)m=VxY`T)d9X{J^r9Q!rK^==^5U`s&hQF3bY9=qA|Fc+;LZPcz9K+R}4v
z$J;H+(Fdr1g
zS_KA2zxX*1}L
z_~r$_@GRJ39MdOZeSz{`BAjiBimK{IOv$Gko2^9-i-EGY$mFEh?lM>Po0PYb0mCOQ
z+!VE)196$#Pa}C`1AkjI`g<3)3%S_SwhNaBUww7JeGtZ66sc%kxGl2%GOx2t0+{q&_)_5OtjI4
zgzS}6$kpFf{b-S>5!%W?d+qrT)IXm1(9!jP5cOWSHb
z1JLC%!?iKeQBLO`5NQ&P%UtMj7KP|`dAlXzekS=q3UL+?fw%W<(Wchrf
zb}cufI(JA*w%q{z<)LRBzlgU5-a;c(iOFs%XEEREGZ~z3V3q6tP9U+-kll8F)0$T|
zk8&oXR<7daeZa?(>tR6$!J#|4A%)fQ_vE$eD7oB<))pmfl?^HVMJP`Br%toyy`(IH
zg_-oXl~R8D{r2GsU;2hpi37?G5=P)YeKO-NgeE6ucc%Uw>vt~mx=6Xg2EM0Dx6Z7}
zr)VKX0)k*3u-F=tEP-@wC-X!4!dYa4u3>}pzPovJpk`5`O|xqH7-F=>!>r6*E+~FI
zy=)TQ#qju935CTkh5~w1s&wZv66s?i)eKf(FDH-Wb-wmV6O54}#ur;{4u%m{mn7L{
zD@{xg7Ry&@?YilsqGWFIbm@ZSh4K^)PY(97CrlGXV=wgE22tlMq{^Hh-MV)dOokxI
z#INM9YT!)a&bYXA4qOdf`mN|Jnb*KgLRTbk
z9V(`cKdIoTorU<+Ka3a-aklMXX-4xE@7=q13tU1Nx3}XV^CD;+rZ0d+B?7I0|Mwt>
z1ff+_QE_eD()`29_CQL?{AP~(nG_vBxO-@8`P@S6$5kTq5ou{ngTt*lgxx?OHDI(t
z!m)QdnCyA;u5PE?E;NVO{2(YCNV_+DNnt>^V;8*T83Gl+y<{CXgzo_
z=;(nW)(sT_=LLZIWr5fM4hpR0-3EuK;UNwjZh1M?`Q
z`=WD7&FWBxG7&v8OhtXMg{OSWw{QKHd4cMH$07>ewaB-%J6Zd}F@re->DM04Jal*F
zmr^Ekx`;yr^EA6mvS@o#cW@GaT~7)=;nsvYT1-uXn>vpXV~WbkU6CVu)IU>zYC0Pc
z7+o6CR+H@Gh1Xelkts_Wo0>$B2vHCRP#L71cxHe9h*`txjuAOWO@1lfX6c+}o}O7!
zvfAFpCYM)*aT6zK^M~S;2+Or#2X7I6DBP5FYg!J9$jpz3n`Djx311^mKsRucefOom
zaGfD6pi?Q2E+-cGYfDQFwi_>Q-Xjqa`q0{(da=Hye0?yXN0iI%^ii6*5Nt6;wH|E$
z5$%vD)SwjIpV>KD>!tf3)t)u(ec$5XQ`FgD;_W>()#=*jeZ^bpAC4YAY$CNHfXZq2
z$t0`ZZjQzzg`C`4H>%FVz%AX8N;gPlQu|hWq~L1`V*MMRrnFoppVe)my5cOBO)iIO
z;Oh4Yn#l!2+>!&gu1CdE{m1$YPt$|#i)yVhD;7M4=#@&Xa(^Vv5a9Q>+QPfh!?Yc2
z{~0-XvYpP>Kw6Dp{&c~WaJ#&}_Ikr!4hj*>K
zyFa2%O!uh^d~F$&RqtWIzo*PUAw;!wc1KT~ctp!v?BMjn*Z5x8
z5l}@LdZd~MM|0p!+!1*jTg`9J0JSYFFOLG1{z-d(mDnKBK5^7>9bUUy4Gy57XX!Vz~-{FUIgdcgBZFK^7F9P3@%R%sn~=
zNSyUCGI>bFrB%w{8dFJte|fp)?3QtHvymFV;_eB*PEUB^bV-VLKsm)wS%K
zy@SsrtAc*yf#Mau_ClMy;z8sr*17mSJ?)yOiJ;JHv?xEe250oQjQh`suzlg2*5c>y
z47#|!Vg{{58cC&Es{@sbCfmoKK79ef)Yos{mSd$_#D?Box}RFgM#Z0d_yZzV5XC!)
zZIMAmP1Ms9mWX=81hzRc!U+D3s6_G{?X43kd&X~P
z*3w1>Csp#oyvZQ+CBdK4Ii50-C*=(cbp6JSi+r~242t^xXxb+Nq7LxEX^WIggyoxI
zTzA;m8-I5$6UYctL6#Q!Xj8cUN)_FNTf1NFc(-jp=C@guhpu1db%-(!;R8j^bo@NG
z`n!1Tqz7Unp0X^&?lVk0p&6Y&zicP7Kl0Ea4YzM)V-0Iu#_lrU07^5r{&l|FP$8R7
zyF279WZZKKR)Z;1HZb7o!TtM7sZ%Jefwyv)8u7bRD#>Md5fpU~)|q&J``|zyRFIv$
z6RoMPKw2O`McvCm6}x}DL%J8>sa=T8g;LAe;eYCye55-6alCGBglqVMY>JThklK=)
z4vgR$uY^O(of_tAV`DUx288BZ_NpvKX6T5@zbOKrQYH+OMrs+gRw=Xj4{h22P;o3W
za{P!9@6PqBaSgXVW|5%ZH`(&j{ImJc%=hUPt*un%n3}p{e+E4}otm2J2b2MBhNBq%kgx4d?Q!xw#8Y6e(KE*_huY6OQyzJ%nJ5@yTG}S5R{AH
zw`&-rHsuP$DfMY3pz&%aZMsP+Uj9QbP_%!5aoN2@z&}|0!PDJ6E>`EZM!b@$Y92(5
z-ic>513#iEp``MkZMpUb1>F1U>XFZu@wj8DW-@Nx6fFcM(nf4$%OL@2?DxdB5Y{^d
z6BA%Y8bI{lK-XJ7Jhw{FpRYUqH!Z&*t8TUR|2|r_6RR(Odj^wy1XjuXpt~SPpJ_0~
z9kb%$u{`9JYHJLJ`2F0tch8=lv#n8E@CTlww2PUMaQPHhp6FB-YE`USsslPj!T$o~
z!0x=M4yt*`%t!ZY=RPVUuc3#$+Du9wShc4#>)<{s934x$PCK7+T)WtP_Nxh-5FH<;
zHzk^LBtqAz2my9iIJ3?Y$HYyb{WL&iYJ9M5U^(?FMO_ppyMSeX8<&yG$+-#CJAKY~
z8`G%8?_x7L#F`Cyne@DNpoF}j{`}ER)Do2|P$mpQhefQ6$>83_i$x-80|9VI87rv)
zYf-wT-tvP3
ze{DDyo8K`OC@8VmZMB+~U|WHl<*b6y)IGg(XO7wzCVk!OWTJxrjM231SDNAba|$pQ
zF@(#)uH5+o*8b(<;~C2CF3tj^21wM8?7z;GCR4yyYKg{kwUqKJLVRsP9WO30`fax7
zy&0`le_gtKd89eup;bbmRa^lk|2x9nq)?rPMED7AcT^5bGvenYiFtUp2fSh&4>xCk
z&SK9+`V15zDb-RZ=h@v+EsSC;$jg(eCELs{r2n18U+;QX-~g>mmwkdxL4eegCyV2s
z%f@+q@m!y(t&Wp|b@YK$w7
z=7nB2Z`0REZ;=D7pyY|QbVYm>IUTxzgt5oGD3rgSxkt4eCRq(N+1cp7eY%Upgs^pX5*EsDubtBX!kx@}&rr&H^<$!H^`-il~c^V7`Pc@M#xzYY==;4;pMn)$ADFnEe|A%Y>+dB>JCpPp4OZWw~wzvpT
zwSOpx>p{SD9)n8g=$R0*$2I(WE=mb$(FUKyArIqD6Z15!CG+H4mPLDz`Vv2Figkf6
z@{ILHj@*ly#JKny;|i5;&*gEvMTREKOAt7_*$KB5uW*N!zI^G9T6UJyUL_*DgiT8on$nyvsi
zdjd5b-sNp^cURtfkl9&B0%IGQmRCt_FP5&j>@lwBQ+(x}t{2c74ba(`7j21iZoM>5
z{;fkj{%c#7sn3sUjtb_mLf
zfsyj(2KMcH3!G>JSqK8w1G>s5ii%RY>k27&2ELGdAh<95;_2?yTtU4ZoSdANZ6AcD
zN`ScKHxOpsa8!#358nvaDioI9q$3*KwJSDn9Ck3vHGCEsjz{=U!@cYO_|Mp})fjll
zj2bn07?#`R91rg~_t>akh$Yg&A-ETQmH%}aj{
zPzb21FjYU_A?d7soyEDlaShThk1bnj_yLm}Hqhf1SZF(1vO3>U#6N`h*2kL6cKN_4
z)hX-q0##WT{es**XPv~{5%;Dr|S;C45TIe@bpwrVvmccQAwZRus;E(
zfY^3KezIl*lfyL2%gbv&e0Tub+N<_e-CrqHuZ-uWcIua{Q*>yrF#6fp66`NU&0bz8QNBy<>yDg1Xvo52q8EiKu_m#6hsI=4O>7l
zQ^;)zK&(_!&a^+BA|skEDyR*ZB-39-ba-a9Ru5G4yv8)ZN0EB7O>&=IIaufZVM*+T
z3t<@aW9?EVdHI35w6bwO8+EoG+!>K^-KuG`Ph0fB4)*=-`AC7``?MxZDDv#-Fv6ga
z+uP;3M*#2Ml@jAQ=gAT;`@4d3DC8EJ;#&Nc6|)otm&ur1)C{nd8)$~L6!c{fSghz<
zdn_typ44j37w7VN5!*&LG{|tPN5&_?Cf1O;BLB_4Dk^WSt4+Acru9}gMkdBvtkVuZ
z0jR?vEMk8VQ8Mekn>nI~Hz?HRaM$8$5SanfnM`pN;fZ*=8W41V84?L_n2nvCCV&hQ
z4dc2={Qrd82sH=Sr>vxB@7_6#P&>fwyL&Sqs5={;M9;25wG}s8ve>BYLP22c
z{uv?xhd;jrl?H}&iEX=^tLq+?%3Ba=z!76!VJ7RU12!Z)y^M_t9IC=x%JE)3dh{UV
zh8%*Ma~2(%_XYo|CxPqe4SH5aiD&0xGL2+S9JA%kLw~5|)8FjsE&GE>{9r0=_
zLV|3b1##qW8n*zs1Gt`m^dRPd^zu0I#Akt~=|-A>j5$8$plkKaqY|;=1u#-V
zvrfwX{|cNyZ6#&LwungzDB7ro2L5#Bp2d3=kRFP_lL&l~;v^ZbW>4`Zkx+t5c5u?_
z1d52Zz}8?bF%f~(Jn%v>fdaAcmYaUyDnu!qy|YnjweH4=Bkl<%n?7kMEZmZxW%&J5
z`3?I)3`*`LVo4(+R%}p+ve?H;BNRkDZHWl<`j7K<6@C*gJk{glXgor5(P!g&?{d~|
z_4!s30rj5`l1X2G#Ae-!#IS*%lQZRd_LP{5oPPG1F~>Bk?@e{}@(t$zNhSLq{^d6D
zY^HbEz=UlFH-G%PrteLOq|Y~VlUX*UF%;vncWsshr=`6K9euLm8%bkd
zvblp5djp0wVbFxvR-3v>3;JQStUIL!r{GfL+3DZ>J4}QU5&_j~kgffJfxEcr6ov;?
z^{bObHeUYz>8XDPKaMz_@I%>iXM9KM*k!@-Bh#nK5uy};oQUnfVW!0XF{L|g0;d8^
zmKT|sK>Ko#vx?@*(2kmp;G_Quo~_Hm$VODLi@t2-M0JsgcK^N{#BYDuc4U4WJoH2|
zLitjhS2Bp1KmjjJ9X6sHd*qT|68&y
zBnrk0gR_(y6j65!(wC8e;2_|m8$l&Wom@&4E*7FNiPfCg)`zN@NH;@d*-iLaZohcp
z;2I;+{WE$=-u&%{wnTc|X1DFy15tqZF!-W~_^^OW+UJ2$c#2n+Na>&P`QC7PP$7Nf
zMkl1^7NZ=GfoXw`7&r9?juNZr+P#;c=N4cN_ytK5eNMpT8qrsggHZ9%MGym-;OR3_k1)^dU
zLrbB<%{Soy6eVWhRc?Bi`BON7_9+a!!)^(^IVlSnXE?Wh+rql-UmyNj0XeL$^Br+^
zI2~3T
zd|d#(5AHpQ1Zza!QO3Nj92l>@xbz`z-hiBmNIE^tB%mv?$gKr4GErTDmQ=>ZyB9yX
z_|HH6Q4Gc=Cia9|(rnIwD?&#pI6M9kN30B_3xN_q8Y)8d&2>r;lsM_wmrj}62XMv3
zHUvNzo&NpkF2E-t_@(2obU`64-|%sB?L4<4Gh{c6f(xd}>c`#@lpdv+9${M|xSMW_
zTA~N0l#WNHjWdO<6?;3B;u6tdy8STI`bFQGJ**bYHma=t|2fh(4Gn#wlPA9slT)A`aRXg|Dc`ZK*~6%PW%M*@EmK9Kd3XrujltmfkMK|u#6`l7N_%=h
zn}wsPcMGib!xCnsjCuORT$3?6JfiOa#E>F;z*dG#-$4c0X2u+yG^KbzLi{Lx9ji|6;F$iDS0QxQ#
z2WX!d6+_X$5E(f{X=zt8=mb=x%%&e8iKae*zgCehhY1U2vvf^NE)n^6g3F}$ds6Em
zCJ2Ci>;qW0Ejo`eWF|LZ0g|WPKaw;1+FyHFWDR)Dmv`(J9!>^JzH>pmxw2&Dk|i;b
zTZ*px!BP;ioI}GZ1o@&o_wVm=iz856+fdeWrdO{=ur3uuVZ`AY4f1<+d+P+8Xu>*<
zgrian`Gv6IpiWBPA*
z514$G45#AE<~?*3vkL0gT+B>MzI?N>%{tk=;_mAXRyV;>my?i4#nxyr=O=W{n}7I5SjUtl@kTI
z4n^Dl5}BuvAMCV!r%sI^okeuFB>vgP7uFAqq@+*7hA7ers2zacVD)ztQb25O8RowE1y3Yd0ieu^m+FryCCAI#HDFRn;Dr=-hoQ_9a^`zdftH4-aQ
z8E)^A&AK9EVkhu_CA6ei20Q);+{MW+Lg^WFG3IG&im53kx!c9Xwm<)P*mgDQY05+!
zbFHwfF4sP1_O5z8j$iCIZp$VWY8p*yJ}d$zBtDVc#w>t9zW>T}M=@^%w?x$b-`BEN
z#QY4?p*|`SHxtv^gv}|n{<=@ChVg5{ddSe6BAV0*?1B~KCS=VNESPk7jc6d>qQ&X9
zVf6LqSZ)O3*VelEeaV@psb|H5^6S4z>f8Tb_9D$gW*shdn-I;Y?AJ*~(0!X^7?|ce
zyzE1fk^hE3QK^FX+CPCtR4zC)E078m=7D&*yC3JXz!~pc`OfPsxT0NS@V@rto@IE#m6FB=dcK{$aM|
zt8=W;_pUQhkn4;;^O(Lsk8yVFu>tZO;$})3=wm7dC1TxMnB#TopyTh(A?L$_*6^PW
znaOY5ym>EIJ6V~M=)L0u?sE%n1OOC?L|he;s++8-hQVOAV-M}l5`QqGsN~=Gs1y+I
zOF~~PHxNn-nGHXbMzY}1L$vnzV>)Y|thDEs7F}G^S8?
zQzTEHRJt7WyU|gTS~)v6IL`m&{eBa=tIuCXue;kWs2hFpNxPixx$h-K(@*OvQ+g;S
z;ZJTF)ahSPIoSSvU9YJ;9Xq?fjoNxY8~*SU5l3!Mjo%Xa8c@!^f4{BQh?6j*@ZI!k
z?J1ivfeqyjritc9*1p?_TftXL*cUIZg>NaDbc;C`zUAZoKi~alk3oyv;Nakqz!LR5
zw_Iv=t(mftlJB*ctckXcj#!JvtnRw>SgN!2_)Y~?)yDl+XGC
zEp-`%!a^pg<^9>c<#x{;I=?eLDKY%;@uR=B7_awhn~v_t5H|%;(W{}-ucI~l9TMcM
ztdfE+|6En_`0%Mh?_CE&V=&i?woxcnQqJRjmA7`eUDoQ@c5@>yop?jsB^w)VgQBhJ
zmd)BFPq}Su`Q49)N_ba&xVL?@h$E3NYb%AqzIOidzTH*vv2@%fn$@pw>Z;BR_Z!xx
z7)!ikrZQS_pLtWx>zdiIv3voCzM#Fb!Ewj?
zGEdFU&JGO^D?Ssj8|e)7Hklgh^-1_Ws1&PwK(g%WvNifVfd}%oajNd_Dw>r`HTtHU
zVbQ3RYAECA05UfF;Hq52G9|<@c+rE81za+xT})^5o2TbMIJliorcRk=fD6@J6Ga
zU!NaMc8JW8mwYZPl(=%`O4iI+Jz4N=g87qym;}iwzlx)>*zYe1GE*iwSyaHy@e;EQc_dXT_%PUbkq{p+*XH?C9alWqfVSI`~N
zznznlGtzQx13L@L>8bJl>Z$&`L|oGZt9SLPRj=D~-&`Ji$z#zFMV6?Wn_Km7oz7I5i)@hR{HY+Y?MgEBMuuwU8mYuBkU>WLE`M~)mh<~Dsf
zUM*D|p($KbQ#0BOL-0Y0BiwK2s;_zBT7{%jOEgmu&SX9;+Upfm5i;oBM
zrZ3pV;gfED)<4qsX3C=V%afzZg$O*JNlAy^nepuW{P{Ca>#Sp(Po~R6ihQEB5cwg8
za$J%Ck7*U>JN+ZHhN-ox85Ykf4?p^>e_BjT&24t9-f|uOG16UG+-G;>=+OgnZU~Iz
zwaLlJ_EYWc?R7JpwY9Y$85|mPm12}WXJXVVlb>>%((QfpITQ2j85Be>Jr%7OdEdi>
z!n}KT{-GSb}VX2x&E#>Q^ix>bLA;N1qEYIdg?+&nEFMf~*X>w`UsdFrDYsfM0E
ze*U~5IP(3Jy-0CLyjFJAp(kfQK9UtS9{=d66$@mV(C)V*%|fL*V)8s@OUXd
zb|-8azh}?lXQswA>acEOuU=j3xl2TQw5K|QHnww={75>0%NYARMmsl)nuiDxgJVqn
z^`-EyAtLUT-&iHF?SVdFv_}nV8uoP+?WC;H>ZhNpMPMOA
zv_be!zDX0SF+vy4qLiu31f1juTR20
z%}&Oa@MBi{>bq8thvCpSeNw5C$xFqlWbTCno$Otax#?l*@KP8*Eqb*U?H9f+zeB
zXhh%?*Y^2^pm*}x@-9CW?a~7o4GJ%laSF#_HFXcQ6=#h%Iaj6{$pVCYHsdiZ^kR^b
zluUMRzMC+_UQ{_+v@05O&S|curgr4XS=Ouo94!x7WI}{->
z{)s?8xiQUt`t8&mXM%-YvubjGvGnBD-DTHwq&8SnC~}t;hQ;t}P&9xFI~$wik`?RI
z1pI@7%p7~PC25u)!!2{9(yig06?Pm7Yi!+jE@=Ot>Y_!9p7Ps7khg`n&#LuQ#g}7R
zLu*rwI54ui-2Uj^`S|3B!QD%jE^!9t%_F}3tgPYhxwYbzyNYt-R1%x0Q{P$B
zkK3OgE67AR^~7f!GcIGnKB?WzxNPat{YQ@~^7He55SCJp;%v_x7#0^7H^J?NPoBkA
zMTGR{$8M_j79!yB&df-;EXKXNF*~Cq87RZgDF@RkE6=j)u`NE3aS=zLzupbY>l|5oVxmIaCM8dvJjwI+rmgFENiaUD
z=+OPmjl~6Tda4uie)IraXee}vekv&3+*=~Atn6>!*T8o0;6dq3YK@4HP-DbgTX8@-
zws)DodFk_$OV;h=IZKX37PVzE2Q*$);J2d)Haa#zDUbDb?b^j{RwI|~(ErLwFpY&v
z=S>_=;r%Qu@7v|iU}l}BtG7}-0#z?x&RqLW4u?L~*~BEqKup@$w!cYBS65d(`NEBD
z2er*?rk#`x(@iR+5Od10_2WhNN9OgL)vwKKc_O{z%S&2^7}
zam2moqj$Mamqu6;e3xUn(!^iJRH-OYJ<4Gj$=fWCFVC3pY~o*j4iS|;J6
zo?#J>xW;kdK*`>-PUDRZqpjW|{(q8RW2L?AyBlBN=LjV4|7va`WbPr0(0GH5{dgjK
zowBlxph?C4wzf7lF0QXbo%-@mo;>jvdV6;gi^vYJCfhj=p`omGlc?_}9EGC*D#qh|
zjg!@Rv*CBP>=Vdhp?HLmEj2qmL6FYmNLMJpswrM0B_mV$Zi7f10Pd$g#}B>UB$S6s
z2gKNPeC@7I3~6%gVBofF(!^q{OEvO-Guh2i9M~zP*OcSfT@n4rX}m99JJ%^1%c<_Q
zO(glXn1n>YMX?e9#!7%NZqur>z{J@W*}Xi^gk9Cy*w~OeB>ld_s-?zX{!(mBcw}U(
z``j!th6nfV-E$i0d_e*$v-o{EOmkhDaVXL;Rh*FoNfJ7
zO2`V0`qJ@Q#4!pvMV)&lAYjveA4lmPcXxNPw|v5o4s>1HAS|b;8AQip7S-8#5$JTk
zh=`7a7ri{9xkc`%@(iF%bxs0KU2;wAp|0^}_YA>42W~up(uE5zgB{yx#l*$Cf85%o
zjDsJikpOZkH5|j$X~yN8GctQ0HM!5Z;^}+duGpp2-;|3`d%$(7H$y$wDLu=+H|Cr0
zRNQF}Z>+2}o{U23@#^Ucz)La8@iBUZUTmzaVq9EYbV5#P;g*r-o*lDj;FEcBL=2y=
zf+U3+D!%TSprZnygj})z0dDtM7fJS1elJhYN@SGBjK0znw5ye6D}Uz9?XST?B;jEf
z64J7^wtjll$g9$EC$B|X1psJ~$0FbSeIYIv;#89hE{~K-cwWE0R3cyrW&Z`h7I8#L
zPwa|!)z#G(>tDq`^zpe6w*cLE@+^^vzC9FJqQWrz=^^vS?=Mby4h&emYiw+c(tMqQ
zRCP@&&W_i80vYD@hNmSYcD{M@<|Z=GQly`H0Qcf9E;+h9fu0y#wNc(DXT_0gwRPax
zX%D{n^Rg6KNGKA)o0x)4n>Syu?WrpHGd=vxJYgKbpSCgEf%odws{{+;@Y2H(=iiDr
z6-_Qn?snzcwa2n-yDo%9M(&i9l;m+;_wG53IQwX*HG{SWF`l#gTQA6>qI(X1j)t$bi$;1Di$A1kr^a(8s({j{{S*rw)}
zv%?{C1b9B?wbYI_nL#>vAIp3v^33_W-n2LlHF$AFH>;y7_5pAoo&LUTVmJNu*eu0*my0xjRL1(<5)T$abN&(n)hFZ%R}
zq*inOKm1s7C%a>Z#>T2@lJyw0Knv0=U!=Uuc6QoPCWueIw6ruvDca|Yp-pn4{I`;l
z%HeM!iS-uQG6;Vrr7v$NCu+}ZS0T%_4jDuA?b|Dn6#EwcxwT;zfs`b7^Q7aJdUtDs
z3YZR>?b{=>
zKup_}1Xzt1|_>^<^>6_gIwG>UI2>
z;g=o7^)|C{VTm7>Q9s(&{t4WjALG%`*ht04
zOMb}Pt3^QGUflCK+9U7F+JF3bQMk)plWaONRLfSZkoEyE@I{u7M1l=*5yAeFgTukn
zp5#Rons0BftzghvjM<+RUzs%f(f)VM3&4h=!otFsT&oXN*Z~I?RUvEU27r+cAt?pE
z==iLjmt^M6j0GwvD$;D*HkQ$tLqjOlf$G;tG;tb-A<>As)K=uhwW7^~(qs7>^a2??
z8E4&k&=4lZ_q@GTkapbpC?g|7MHXEgCQd$pB4zTU;D*!hhjZ+To|?$yCf6UTSwPwpHZ8d9*ZNRV+pch0Nr&*=WO`S`fRPoF;Z984k%(QH}I
z3zx$oG#hNxlMjW^tQl4#e=Yp0Eq0(kH0pBAl_|?OoIT3ktF{TaO=pI2SRP$E{{&XY
z7RTi!fArjGifa-=jyeS@?0}?6Mbty)A~MtzN|LC@C~sAy>@J$ETRR&an$y$T+S|zi
zPWDIJI%KEh%j-R(Dow@j+EhP3KLf|pR={xrmww%5G5#~~gHU@|DisJUo(#v85sMU%
zE2N))yO@Fh(rGMn2mOg^*1dZ_ma;xy`yV_?{^((3(tKGfeRB~>Nw(#qf8+^^j^rlGuyL);?<7a1VKO|fP6s9
z9CNTWe!ql-+PRr)g=%oQXusJQA4Fq@{_ko
zo;{n>omzN^_S+@$>V?K#i?_IDW@3!)8-j5tI@noA9~7MGOBfbQ_(3Kdn$wvQLE
z{~d)$VDj_*9WSoP(?45V$uuaU&2n^yPTOlVz8_7)COgOk~nRx}C-CKN+eEx~re;&}#$B!Q?gy1VNE{M~ya?~dy(Scv-vL07Z_Vc(IHG@~8
zU-XY?*?o{l_Fnu;z)N|@(AMo^IEysFJ5T|R=896J!ZM%UTDLRe@#7sgu3w-2KtpEE
z-SY1V@gL@LIZ?ZNVM3Jj^?$ANZtd+k5JCw#5*77ZtK!2E2Frr$s|*B!k3ym84smY>
zBa5gr>&NP+YR$c3*)q2M`#TRNAly+-{J44t(KuG}(OwcuZp$=W3H*YfMYD0^bCN>y
zUwYqNGcnvj1zZHFY%()Bs$7VuR2i?qOHI&J0~H*j80q!#K5Zz*IJ=tP{`cdX8+IjN
z!8tlRbAai_X;SUWrWiK~8bVA=td>DZ=Z{ykkD>I1@l)v8rItutUy
zNi0OlhYog4(5*d3=IuQjX078&|>(0HD}A-El7eKhufnq
zo8J)VkJE48_U+px%YgJCe+c6UR_zV&d+^{nAS1ZBXv}sDuoSR=c(t~(3~-BrxcE&M
zSJwkGI6z|%-$@#asZj|LcC|&G;tK9i>dcw%nbxgwCRue&vSQvCPGruY3riG2#XT!P
zF%*-)sAKm9nPTUgslIY-?H2^ugPR~32-&v2zFU!XsLKTMq`#gG;%xi8>h=>dXY>?E8pI^;eaOgH6gOTfLcoNhR7RG|r9fbi~y>g`-
z9-d$$Bn+L!2lLWgwv(}azK1D)anN<$9eD7hsmD(P0s?~FXB~^bV2%vAH7GGI72(njg#w6tRw_9(0|Otc?vl(P_m%=4NWRRW`svHG&$-pGs<
z6&01a&kpY*Or&zUuWg$`={IT=g2?JMYf_i0vbyS*9a_5%xv=~6;4KW|#q`KJA6Dsk
z;RiTl5_yf;)x?SlCG*BCDl+!8G@-E?JrX^or0!0R^*UFYZotZgvb8ww%90iSQSGAH
z_Pu3_vO?kfHtni)0(RYD_&GZ}yA)=;`sTWwoG0r%7A*lCdmIxbgK11|3&MaArAsAI
zTRrXKLqS17&cfA8iZYs`fEd=nhLPf{oF@@k{bt)9FrlE6Q~)XS_|tBeSV9&4kVpc#!%CFxk&szjD9
zfUfKp-&7lf6;x7<%lG0gWwFN69GUV-0!-w#<~Oc&NxIicUgK>UtMQgQ`+^_X8cN{numTbRZkIn+2nDXwgN0e6RT}Y=2KxG+a8OA5
zb0+U(#0+tDV-2{80O0Zq
zYHZ_1eSLk{Zn96R){{B;dX=&!^9~Vpz8>#a!a}DzcJVoK?b;Dc{(Ydw-xhbZ2_*0q
znU%v$wvDE~efzde*}<5`;+RgZlU;Vc0ba-m5hWlDEnUM`txZ(1p3+B1)*h_^
z<-jSjeYrUyJHsS}!^8Rh_5wV*n_E>mwr2_M!XuE@d*fo>WFQN6P`5;|0>Msn*qV{S
z@o^O>gtikyZ5P~unZO{OE}L5>On5(Q2C;YkFMltSst!HW$#4DhdSfee-;8dR(yeX@
zz;vcxnaM*conES%FJprFczQ_pszu(6eQ#5)2BDJ(J&BMI>qh7+aC@UzF}@cY{z0;B
z9^J5ZZ3XmC^SU*l*f0fw)RQ+XKXb^`Y^J4U>ngfAGPd>A_Aw6AYDF7060kudr6Ydk
z{YsV~m$u>|mnPv7u^-A$`Ogpcs9=O$k)dC*v%}Ff6DR703`Hs{#oF(?(dmyLfvwV?|L(4PgTQ&(qcsMBx>uU)m4gQQPi
zRu31E-0|q;K#qPsK6|=~K6WTZo~uNXNV93v3yA$}oSbJ#gu-3M0eQs&HT~*>-4B4j@yW=@*t}(nUHcc>V(|$QG#pd))Fy_;u`n->fTC6n~|Cb;mO~Bnv{!aY{=4vmVDH=QZsi0#DwVBZU$hb?xBp;<+9=tH|
z=T8*oM?K3ndhglC=NG&^&3C~U2uKOVF0VIl-t6n^8wMx}=G?d?{|a)I>;zM-
zcz5eo65T<|RMuPO#bbpMA|4A7kf!qSVZDkx_c;Z39x`Z|w2$xq^mnFI8$%&7DGR$(
z_sTpLO67<5@AvQB8&Tti2}sR$kOv#nq&1L`a;eCWd0=Q`3+;2JYd4i@O5R<`3pJf-
zA{kl7!=Ruzs7VF}25dq?&qUr)&&U0hE4*mtgR;V{|9xX@VP%kKVBpRl^Jy&K8KBOB
zxm9=W-lMEJ=V`T)+!AGAo9O)Cl>bc2jEclOu%LJ_2MO3oAy-E((Ev|Ij7epT7uS+Z
zrlqR;c?p3EVfw;_3&@acwDdsh#sCf9=ioRFnh|abD_dIDZQHhi%?blo=pQwQB}JSc
z1fF7E4t8`~r5+9}F=>92TUJ&^uO)Q{M4&Rmar+7cLvHJzrwK1aq5oYGt$5d+Tl>lD
zCv8s8%$w?M-?yGgE<9y(s`8iUqf7Bj-L(_`_rIQ
zwZ|vGn@k!O@@747c(FE?U8AY5$)qY%?a2*Qgvd$_%iM6_AO;~PB|K~lxJE+u64n{K
zF?fo+7p9NTM&$hpGG#M=Y#+MvV3CBQ3vW?
z$EBUwEL{3pa_xOzR%e&RS-pL~kfly6zhcEnaxJKUTA#9aXYA&6ye!bn9@!A2sl{jW
z;*0WanWx7j0ql>gJ%#;W<~rWE50->yeAc3nMyf?-2RD>FJFbGA!1kzze~HA>RoBT}
z?Jqi>uQBU4!=NSpIxFg)7uTXp-KDBlPK?2fLnA}BwzT$b9C>FyIsyXH?An$1{kt6e
zF-n9Lk_iDKBRbmIgmDMM9XCUz=hv6-W=p1}^uGbj?|OR&fRlsy!+*CsanspMnfRXh3cE89QiCuPZ`~z^q~&
z`2hy(L9TG)=1q2(O7Lk9ZQJC9Q)}axCA>OuU6TFiz)9e5P2%Ecf3prEkDs@dhgE
zz!hg3q4(pK6~JkWd(wqNlJM(pLMm+v_e+dQVla#(O3@0e;M`3S43%df199ROLG9Ht
z?1RWd3_vg(nYAARc*jKn(jNeS6YK(->T}=t2QwZH0M>o7!4+igK!p`oR#KtHyrAX*
zTwnb3fQe92Q0?ss865Vru|?N>d-C*Y3=XPjP*+1EBT6_a2tS9rsvnV&mM({Lp#qv$
zvBNY@lM2L9-@rgqhv`TAWV;6ocU1#;v13BGEgEVf49Q&bZdX3PXgv=IeX#eEIQ>n&
zKYvS|nsuCu-LB&zkLXMFW2YkSxg!{pxpf-+u-y;$0RB!Co(mO*qj*xtvx%>eb77bW
zYY50kd@Sim%@kby3!E^c;S#%Cl|Vd@#4_EWcpEwIH;7Cp!B9tbGk72=ABbAU{COBY
zfA?L-?c-o$A)+=$g##&?X;oZl>Nnw7ym9N!GlDpAq-15QmuwJxzJl@c2?Q0By0qvp
zjvwl`)-w=`lJs0sQqpGkH$NFg=)u*Lm6wka9~e#~NUg7NY$9PzK%(J$(K{_Jj+4my
zgoPuF6+9Y5D+(b_zBxS8OmIy=Ows$_Lcb9zdFa5XOuJg9uZ3Nf6)*xwt>{
z2Sy0Lgl+rm!wQk~5%6;Ul_l{XrO%v^gN+bhf4j&?24tF;8-e_c4S*DahyQHio5>i2
zlSphyk|7s;{#*)Jz7_i#=)(kPQaNN0ikKqOW!r(4lfdfA=5=ZF&a22^Cn>C_tad@N
zGOW%mRrR=LUXygv#}>Jbe|OIP`)i4<0Nni~v_($Ktt4WM62yf>vXb0LvRTg4QBZw5aZBDn%nPT7>#_wz=jk030%<|7!&5t`8e`G
zf`Sb(C5P6+NZAd{Qvo>u+Q`wsVL|`{L&U&;pxlcU2Zeys`FoY4*^Gj558pFf!K19)72;Yl)L
z$uiJYoaP{vrKF@3h?nkS>7H1*_(MwbvN=+x*klj|$4PR#%VppSRZi(5To;ptBC{_X
znj8x^4-j~i)sv8Y49R0G1@fy5q7I32m?KsZ5s}!ZdU|?f7Z3wRnK0C}!2T;NGLH|P
zRE#*AyfpNNw#%RxgWzR31iy;=v`0C6fngOv+L(VN7}&~&B&=_}c8PFF5?vws>lEy5
zERwLLr8+SrK-M(;@|X$h43gs9)7CE`B0AVEg!7EAdsk3kR&d|+@RPGZ{i!=`L9FZv7y~_mAF%7iq#N=c*
zw6|mdu)GZG0Pr0h9hGChu6`F?kQDPB{Gu-c#-~qbptOH469!%VsXPwQB35
zqd>GF#`NG+AzXMRvzi!|*Ex87QUNY|moG!6evm5TEj0GH$z@oE&{rgI0h1?gJD~ol
zId8<$j%1+`vLOjrw_Vt)$|rBL%nTJDwEvcx!5*7an=K0|22*pBq!pNi#=S{wKsK&f
zkRpiQ3)mRgO0W&VugKn{H88o<3=1s+WWf^o593N<#Q_IRLHzl@`8SrG*h(2O__$1=
z(em`djR1IZDLGx@^yyE~MeH
za8vsw1>9$Iu%*I@wUXG!X8*Kqh_$)rwt<+9kgInGJNG3|JpF)o}77L0~1rRT*h#FH-`)BBp!m7miv9_(}5&Ks~~`Pv7yX0PJd>yq_u+4nca
z6U3kpF2&O-0S^HZ?hmuGMN=lZ3RoDv4GIF3Un8)Xp
zHQj=x#W%;?8FkpR`vGc^v797RZ)O$;vMJ4F;!?J^6%F+mn<1-KXMW!^7L9BLBYj8s+C8fwQ0AHteo
zVH+a=`%_PgLCBEII?^FVuqN4G#PJQCrM@vo%ZDJvB;8ZsSn5;giZ`jhG9%utZumX+
z%g+_`pG2fL^QxU<1UIV#oJyw2ZEnUPu$6bnmGJ&8s^omEj8juY`9M)|aXHA^MDPW*
zz2mh;A@D+j8zI!Wagi?@vEg&}VpS1;INQ5J#MrDeJP81s1xqa%Jj^^&O?Y*6B4%`;nrYa=h;R%3B-JB?f{*4UEx0jm~cPz{@60+M45hAEh#MiEj!
zH8yHt;Uw{ASS1n$hfvNWiw4FzUv3G{03K2iPt^E;6Wa*a&NPhYz3}VPL!YpH!IumA
ziryk|GlkQ_KjhvNBRwYOo5);F$pkFn{!@QCWE#NAn>ajjA`6Ij#TdBAd@K>1zpUVx
zI}u*wfk^;aw*YAp^ERo+aGUJf*J$%i$lr#{4;Y5dN)??-c!poVi1P_pKE!qG3306x
z9D~A$H|^;m&VBr@U>r!IzlWK*^0f_2hz7>kD=@)6Q;t)WfBDUdn6dE=SlZ?F^}|f6
z;-cX;Citu_+aZy-fFPWzO*T6;yAtCM>=5v|XyAB?!ujgda%IIatCkbUi?m3d3sV?k
zSt!u}=ce-JVw-ZEO~HhPzbPcnBPcKFpfYgcv7tC&?<3+2RD!1huqOie*cfsUF8>7j
zi0#lXN!Q7)NH~4(`E#l%{H_5o!}UB#0Rzm>vLKcw;j6Ahe&b1dG~)CqL1Unih|LU+
zBcf_|k^%tm>cr^)CZoQuo@SR*Clg2(w!??z@fV%2OQu1(nmm>s2#Y|Ru%Vz`iG>&D
z_fl|+b^wJiMR7o?vuXdrHX(B$oJ2l6Ass?I*s2Od>l-(25UTY%YyjzQGfreEF?T*J
zcJRcJG64X)QHaLTxO<`p&yKs#sSw*pWB*%76LG*>`*Ay@1_3zHZu*Zk&ZN`W{O))1
zzLDh-v<8fnwuRSBNftwVTn`;QCeQ$4am?-qdLmYj&!6R?^kH8!6LA^qIYYn*_XyW!
zvf;Pjc%0C3cv>Q?X*+eX5>?9IGi^<6{Wr48;ayRN8))9`F!*sNahm|5!(jSt^W2SQ
zlx_eUDq>pUtM>&>2#7}PO_q5xuM9q@zOZinNQ|!>DhU;kitHwa32`K=+oHffG87Ij%I1+PSVtQ1`af@=E
zN|=<0p3y(qO|=g;20ctg*?&+p#7D-F+I1mjd3nQ@Fs%JuV^6MiG(hX^h{j0N=fHhi!BMt^mRT
zB?np@Ujh}ffP*Ycs|R4|Ks)LTm;A__*mV9y1IymMO;$rPe1yiM>_10HIT{G}m)9^+
zG$T!Wvr!y|pYMb{*y>sPw~$06Z>w_y$PX!eOa5m{`v?mM-$h|5E5&13-ae8Cd?luZ
z)}9^?Nx~~%<5)z|xREC@pCJf>RXPi|-&lWhB4`XSV3eev|K8Ma_0-_@)AP4xb-?WB
zyzWAwM2dUNKg0jfckSJsi{-36cN`YQTEV!=pFMj&w3yrxMd{GrTKqqmBcR2Hg%;1>
zgp%BiHG2Wm6ZXnH<;$Y?WoBfWA7zS%B6I$NN#%d
zv0;C_un@sc7ng=V5Bh5Dil~BRTSx%_%-8f<>x(u)xtjk)e)OjE^D{vC
zKi|P@^FK8juLZK^$23#zUsB-|&Xq}W7XNAjd4K))@z$%7TSj~yJtEvSI4X&NtCz$*
zZd`iw_;D1n=>AMnAY`b3`px(dz>cf(|ol-O#
zJXVXzpI%C{c>i+`k5wI3XFN7us`=e9z9LWSj>q$q>{FNXa&owi3^zXe_WO5G-^^E-
zDj^2Z&7WWRPV*mbtb~6=PL+SetJr_+y-HGdOTJo6NbLyuvie7@_y6xc?%Zbx>6PGJ
zi8}+HA@!v5C&Q!{0+!L8$7i;C9DN67+ZT1FLe66sVMEMI6@o>#>kVP=>1}Uhuw=iqEDGOI#DPqcjvE8MSe@@ZydyxIgZ05e+IcXkakWF
z#3Ms)B|zJ6X(zJ_4HAIM5M?zK*#Mh#0Gk^M|c2|PdGNt&P;)P
ziZ55^oqvM-L8~p}hicM{A0e;e&jrXOWdPG|?tX(1BA`iok|GRJZMSqXx!T0n96_q^#iJb<}5vK^7#1
zb#oKn+>s}2E}NVmd$a?Hdq7+R_|LAW7bch&L@k8rXcFL8RJC>!a%VZ@ecrT;J6^#e
z)sh5jVRs2{^R#xqh*?dNo+y`hA+vYk@RFE$>~&(uDHngJH&Guc7Dab`%_8NMt|0^6
z^;|gv1?8%r2Z=Ejr51&2A%Jc0nmY_zg0G+7XlT>?diMxrNYpzGH!-L(W~EI9S123>
z({6c$KgDy#qAWnyHAM%?0z6z^wA$+GboBGK0Ln(=hWA4ENvRQb=ZZO=qgqZ~;oY^V
zk)-T~7?!{=>&8aHl0@a&vKG1gEtX{=d<&z!QF5uO?lEMLE$hm{nPnGgCY`@R+-XSR
zqEb>6kgBiO5Q4k#JE@YyJhHzNnf;?DDPbY{_qFlJ+X^6l?!
z0XhkgOsH$NbFI}7!Z<1#7=%ZheX^MzPTL5WbCC6&gN${u#$*BL@NMe5LL&}n|JM23
z#EcuE_~D5>Z{>pG8<1nJ>JemZVsMuo+!O={72E)m=C9S6)&FmLpd;u^c&y3w?Xg@+ly>3yRV
zDWcs68kMD|h|N*yb@UW08ftBfY9b$D4wQ}70!;(1@HuMZgZ#S|;%JZsMwB=l|1xru
z(ktk)`wFdDB$3af+%^y~VapG8*$~v|k%AybZwW^4ePs)fGln*?nj^6~7DUCFfU6ss
z5yudxV!^`|u9byD{@l59OW9XHBVfe9K#bHHz@5WQ(|PD2Qn%l~f1e4sw(%$1btWYR
zh0PDE7j8*u-%?d3(iMQ@@Yoc5ZPj4=sO~d8I+ZYKZd4{b8xF?ymdynl=UXd))#`!R
zq6mJ^?lWt^e&peB_fb)+_2n!cV%~l^GoncRIm9&rm){F;Q+vwV79xMbu%!#FI`CC_zq-e-x`&Do9wvSA_NMbp`U_i~rt8SU3zVL}
z`+KKrtrxv5y>emE5Rjqk9}o~JGW}zN02UWfa8WUR!iU(G8c{cnGDflM91Ee_YC9Lx
z+EB3ZF^COEj%wMKieb1Ce+^HtNMgQ8hmt6SJ0aA4Zc0D{5`5(gtxPKDgja~zH6i-N
z;DiK=q(a+_LwyFM=N&n_`4>|9-m_lUB?iS#e+>)%y_u`gY$6#EoUWa;LBUspCq@nN
z39Oi7!64COp|tMcSXePuB8%e=b$@?x4N^==tJm;^3qn!=c4FiqmHAjnX(7ve1Xole
z=j*PyKN7^N>qBIf5-4AQ4;3K1?4W3hXG$$x(c#D5K3&^dgMcm&x0TR=NXHe)GPp-s
zB$1^$;b^mi>MfCSdg1leOj!INvb#~>m`<{K5F(%Y$79t}4GBPiz(LbBwD3|*EP=&7
zK0YHoI&%VL2G<+@yQWp_gqYY3V3LS}0?{Y6hg(xqQufGIb_G0oq-fqg|ClYpSJrO<
zr--5{FI)bVOc)i!iwg9qh~BP!`6Mixh32h%UhEtk?=)%WZ^grz#0?qV#xUGw7jNE#
zCkbufwT_puE-aEvM#L~e3uQFg2V!0AA$3#u%BN*!FIyHQLx2x-sM8C3o8obFHC{jS
zV}ttxtjgwoZ(Fwcms5<^lH~)lU^nmrY5hT912#E)61&R#Vqz2Sp7?t$oc5p*Cq^~c
z4N*GF4o^#WrupU7O!FUff{K|uc6s1D30UuMZxXz*asKBmTgj8)Ep{NZNHn(c
zUsOU@D6fR)SjnsPB4iMv?haTUJsx3xKC_k2s4@KJ!aJI8P&lr0z4>#2-;24>`l@@#
z+2;pZ_970)#KqmWrDfXAz!0CAnR#ZueueU9+v2#5PEd16#SF0_W5CEinYA_#gu3e;jn^3%@y8*b!U0n(uyTWjqv$nCuJXAhq
zJy^+G!^Uwy@pF?;>dVOa@eeXaq7&qk`G@brzV{MY_aDT_iG?k=i0D_y{>|w8Q(jbX
z9u|_jckc>>&xMADGHWe##qx-?+7NfB6X*j$-CD|=p>UNo_g@2s2RgLl*u{;1f8L)f
znb#NA3gtftuyGrQr)C~O3!sPczf7k0;dB;7Nr%`75U&Lpy#*O%!~P=X
zj%p{W;149Zhg{2;z&AWV3`Ci|a@b$IoZ>%+9CHzj1Q=zsU$be_ErHrL%L)
z;=vO!(oF1JEV6Afc`dhw-TM3-(p7wX^F(xF!RY&S=+M&l8@E1;jNhlwwuoY-zHy#O
zG&&?(Z@DcnLTpft@#)dJw1K
z$jC^N%m#|p7;02-Nl`dNPw4HvFR!bndnWSH_Q1%T%$$~H+9J6CcZXH8&(!>*zYKkO
zQ1yT=Am*@xHxr8NuCHCV#9}DD?3^4*qJc|UBUo;l2^dQ$`lpDF&F)iFP{Kn)!CVncq9<_?jhGAid>1c(YzJ@{|jW!g*{qi3JQv+UaK@!YD<>g
zbls`c&Y>7M!t-`8n1|7^&S?)771sHO=UF7pFpL`pfa#fdK%ExpZzfq5BK+skt8JE*
zzqlU7rhUeU8?S>*4a?kyF0dshMo(g2)1omDa@${nmwycoa3IX?Q
zWd;E5A0gLKb=6*Mu4CDMnDwxJxuoLLl&!B_Z6)RJtXA26GY5yn^T{=~k71>t+S}WQ
z6`x#5C^CrL1A
zw9IfN-|J+qDCd(_g1j?G8&2$>|C~odX)}ADn@pe4)2eP4Xsn)jvy$LMk5nALV%ZI|k;r9Rn9;sW&N;66#{g0j;62D<^
zgX!5hZL{E^pF>yO-Cqw%3(d~9zRf#Ye8f*Jn6`{gp;dvqz3=dKLhczc5vk|v`Twp(
zN}-JJ#&)=Vx+U6N%4p14ld
zwdkIKiY%EMffZ&7NAaY>qZjL#%M1v%<6APgRg^sHKQC@%2Q8dRa&jAA1?q06XO~N@
zE3rM_zo<>3rL!uc=PMn6;H`sgFVsho;W+MY1QGjVfK_4*i3
z-6kM4=*PnQkSrCXh_a?h%3YAU@G0U^#4!Ul4*h=jBdlVq?3!9TUIiPHI}?R`Mfs|5
zhwV;`Rt8qW%IJ3j^j(|DuY#60y#FiF{x|1&>t<2PKD($t4_u~P?#kZYP?a6qW6Ctb0>RR{$dyRn1!MQ`0W;xdZPYoTy)RepfFb
zXMdtP{WVuvxYBXb6i#E#Rl03e8v$IOB2r6hqvF3ROZw=zec;fpw>MkkrITZxY|m9o
zo6@DCq_ls`Do((mGw%KS?~OI{P;g*|vN`Mn9bbqf8iMcYK%OFI~;&qf58oab_C1lvBeQE6Z4OkJB3PHTT4%s#hYzdRtU
zB2&rpwe#8Z4aqEQ35G$NO;wtMB|&zuD_j3{qSGTzi|&2nm{aEFvn^#@7JJl}CS_dY
ziOQKlJ#jxCCI^uv%-c<)0tT7S7FEx)xg*c9utavvk40
z?ejz|lWzW3Ry;3O%p>!8-658a4|PW3-i-4taZpnO{8|R@j6=gKqyofKNBDCTJ;0$M
z*`G6f?lH##zrts?RJAf693O1qe54*2NkKr^mZr#VxPmH39TJjVl(@@%r^}wvtM&bp6kp;k)X+o){k&hs7H0A{>HEq@=FSp4aR?
zX}G`~v@Bhj^mPxq7Ji4_DKRW8jQ!mbp;suXmrh_>^t
zYVL8JAB&X(|DL$5Qu{UV;~iYx#|y1c4}c3GMMrO?!iNOk`#uZ3?g>z
z96V>Nl9*cW(`pN^X}&}0;VeU87FAi<1TM9=x>zT~lSztc!Ec{VTF8JsT3h$_RlWx~
zPg2{Q(^hEq2M`y)vJTxxksM@ozPx8!!d-n4NjkbK$-zTE(qQwAwDJHG>#0AnaJhY_
zJ*YB*|Dyybx6fZ3UeLxx%G}BDrzx7im=Otz^CC+1nGzOKu$GaQ`BpKwq!qUlg77vO
zjWC*2LeHTWCXrCW^<&HS+xF;QYGBCcJCQw({^|&g*A0c4kF87Pdd+
zn$NK1WablYMld_<$B!Q`YukPOzn!uFr|G8u?+yJ86TOnF+{is5Hx;K&>ON6E$oZ}N
zMw?o0l3?sEf8)`Dp`~s+7IP}?G;P+{*|ph&TrrU)xE`OlSX3m?dzB|SBZW&eDt2}rYLRg%RiQ_+i__3Uz_Ob
z5l}@cbF(wdTFXT}C~G1c(bpE8It0;WP`_a_Z_C)*CXM?)zQ$99`<
ziA{d1=^2{76vvJ!bl
z0ESb(;^VE$)(^;z&`L;16kF31?=xvaMjF3C0_6Kb{h9q(ZGh6%d94>+<_K>{np@(s
zzs9FV!EGC3KsLo~i~Mv&EQzb>s82GX+P*OwBDSTZn(J#1U#h-nX_d{HU
zBxio@6Dj5I2nsFc%07$Q?Pus0u_HmjdNqCFD#qQ**1sw_3mp9Pu-;9UX!Kl0k%tOu
za7QP55{o;A#ZvTx-e<@LV;La+=o`-0UOV)~f#_pLSv1DW_Jvt~
zG@w35(VI~SB~fqn>Q;!hggOVgIp?(UU80vD`2g7F(K2Z-;SR~ay#NP^qnIfqAXOe*
zJ&-=F=C&)rc_=|DNBi6;6mFjpxOAZg&PzaTW7G{4=6pk4J28HfeuH#}&U-Yuj%#57
z+^`gH5xBC;*=zgsiZ_;!wbgSjCzCc|XiOb4N>5!nw!L|Di8GM|g#WZGX|yh6=x)l*
zCY^im3LVI1D;3lE7)T)V__U@$x~u+&?-RDY5#5GRo8No~m<-2ijD|bltvwP@;$9xX
zQ1t}lO@|Xt0iYAQyNtyNpIG->Zb?Z0pqtRzwMgL0QCvXkpC(*{8!xwdqVJPfQX`}>
zBAvv*FH96s(sG{EYN2zS*{~u5nwGH(3(q>|ws*E&PHAE!tB*Jw;C}{Y(jxv*Er&+d
zqvgbhk4iA&rk*ShnGHi_N4i<<(BsjyFC0b;jIIQGO00=Xg`Kmk$d7|`W+kOvbHgHY
z^GgB^I@bn!s3@XlJK8M0O1`
zNpCZ8lC%d>(D&@tI)V6Koy!DniE-$3IoX@m3wDakDzn>V0G!#y?i$p
z)F2K`xR{{pa2WGRWAxf3eqGX~5^f45Ec~|dDN>&Tv#&aeTsHKt{js9;HZ9*ZLhX~=
zLsbkqdktP|?l`@#6+%K^!)sEbZ;Ps2WB9+HqQNW>GpVwI$RSNU>rkX$irpg(M@Zo#
zw0hE)9+i!5Rx%dn4V`}8*+*>pqkWB2D{>1zpL-8H%Y8ndLV`M6H09`<#TD``5=@B@
zs)$J4ibdv+<&tGs3UJ6UkijH{3M?3(;T4s3ud>kWl=Ssc(RLI=SSq|PGWqe3#K8>9
zgA$n0vN8oy9Xi>5-WeZG`jd>JE{(L75$FiA89_c`0=NBSiKW|ouTJ3*Sz@n%N(+sX
z?k9i38)A(oCK_z>xv!%~H!8R~A9r}Ud#F=;FKQs(^kufLkJri5Mj?|T9+NcrL4YJ;lC~?j4r!fyb>I3cqok;jcu@e2Ljj+o
zu*a!Y)kQ^8Gkp$u<;3((+R3BojxvHedZ>J9+s%}Ou12I!At@;$dN+G3E*wFGWtF^1
zKQbZYlOV>!yJKhNx*uj6(l`a)p-%L4B-Ik6VxCwEoPIr&AjK@0E|wjae}19qT*u5X
zck7A=E=Zytc}`NJO8ShEXij86qzyPjTp@0fruf*6Tc?B3V*}-ho~|9VVVRl4QXm){?IY%qwnu4~q`LvNKDP>>2xJ}hJlNO|As0%YRY#*PBO^c3-NN>LqqcaLg4q(gLqbjGT%V>HFBqiimT9~(uTeeansDu
z5S6=!3$1^nr_lOy?>dHWobP+bJTSrMrAIPrm`*w$4dsYZ1Rv?NeNMk}bm<}{x
zVi-8ebM*M-f#+J*A859rc+;UCv)kRrbuf^oh^RcNmTye|xM2;Mfkfaz
zIjo+)o`FG|16Mt^iUwQ{=o0=lA@k?z9xw)uxlQcFqz8%rvuEa5IcYH9)Ig;+N240j
zOsHjybj*K+2AIvT$`!TPT62bcGeU!3o{Qg~w_KXQd36A#Oxo~Fu$yl`pstTdoQgI|
zD93(+ZK)1>u^A4+w>*})qyCtdxj%&>1p>P&KS!HQEv_#?G^vM>Z;W;L3I)PdD8VrY
z0y}y%74|xHxKyCYH-GW^T~129&`Et|UkGUiKn|58nS3nK-m7c4lHg1Wr0wzEDLC|r
znFoQUxVZReYOA~KwA&n8|MB9YqN{W3Ih#o_6C8hNuT_M@@gky0IK;|E`oiRp*^$Us
zdWGwc9!1z4|6)x~IySleHe>p-xY--t0d?foq*~^Sm(anexVU2>-y9nBx}=d+oi~ivR!n-uD^q=f3Ypl({SJZM3azmM!dwq2#--nn$<(c>fk@
zg0mp1e1AP#Ii4tRrcAQ|+3lI&WxIDjL?oKh%999b?LW(c-o-I2WxqDcEn?xOM*|=G
zNp9<6?b#Af0L;OQM3_mOI&;QJ95svqMip)&7V&F@Toz5m)zVrxeioD}V+GQ2Fs%OU6V_V9;pSAf3e8e3?*#MZj@!>qGFh(ma+;kf@NS8-kzUsMhG&VD&Y^<`*CCp3fPyJmzzDzRJ0VW#
zXSvY}GRsROU8{*2eE5}~E%m7dyP0{58_p5t7f^UL;II4sKTe(2S;uZ*M~`~T#BDgW
z6h}7kz?Ybq*f`8?&>`y_J)*3mT{wK)xL4vB2tzj_OCEeENBW(+$Xr%n3NXg{;rq-?
zVLL>f5eHi`IJl!{SVXt($b!zuzkS6rt&TI
zc4qanhqXd=i>pG%g8QiRGl&K25DbfhhB~h08dTX+K|yPdmWdbH>86U>#%`{d_*np#
z?P~mZz@Z`Q@6PBd*iH8ZS!Ww0mKA%Yx>xs0ZuAjC_-$C<*qlXYbhb=0A63}^Ag%B3
z@8{sz_8lGeL}F;f+4U19#?cjWzJ(oVGe*@e!v6T|*_{s@2M(5Lyg^Nv&YN6^h~L4X
zq}d{`=FdB_nHpB?lv8TBjiakxhhN01m@H7V>T{c4#?nF+p(`|5t$@xn9yHD-s2EWa
zo~w7;b&x8AgX6-FBXdt67MJ>;U%gMZo!myLE{Z0JID6!y@h!cXJzLrG+Vc1e9=GGt
zm0JTpYM5gtu*q>lv{YazZs5M%HX4_d%hw`W44_yi?2X={Jg1Z7wmnpMaomnVO4F?B
zv+gBml#sYQ;=R}rdGCnN&-S9|+rbkZ7u4FU;~&4X^Ur#bJA{QHQ?8ir6z06NLOXvg
zo|xKfBCbyJ+gH)&6mME57hCPBH{VH>zK*xkKy{o;1VeMS3>aQsJ9y$dq*&KLcN>7%
zf`iQ~=GMKiZhb=%UM&m>p=Gj(<-y2`1=;J#VfS$RR$&jq(x+_8o#@-9x+s*g|OQ%!`9xpz-f
zL=Q@pBA2@#92^`(l7j71#0_@A8vPEHFXimnmNMnGnDX-S(j6X1xy2s|ZK-x_ph_rc
z#bi*p{~hgoRs0IRSgOs}bv51Z!wpt_*PJqq%V3iLzU+dbtb+q0AnmHc*o*&N+mH>I
zB9PtJfzX;4*HH+?V)8ivZ6ev2*MM7)_lP*hX2;zsCH42$l|0nCSEFs^*2nET8D|}N
zH6KB!Gh{u!*egP*ck?rX!*VAlr;TrE)_IFLYM5OLgDKJlAtK9FQQTjex8+EJt8XOy
zxaAnSD_{FxtwA#y|7H7St=y7r;zhRsM)@q&m@Wjk>II2gUU3wf$2)_9QddOXyo+N
zz#DJ9e)8Mnph^`&R$k{&QZ3K#TqWYGFqC<)y=J`#g&dFslFd*ERbPqTqON0^bX1#eF^($9K$UoA?c%YXnoRM&TfA|T_kQ+o6Ju3fv1
zVNC<7BiU|ytx5kjGGHXTSh{mzrQ1iJ1_avfM8Rk^cD(vhxrX$szAKJi~>
zK;XE76Z0Jo<$d=gtE(VkyYofWeIBKQ*!VPY`mG*(r)Q#S;PPw44SAP_l)^^6uclrx
zl7p2SQ#*=WL%~2RxE`D@)#y$8P+H&JlRN!Zs&DczfB34TwYB5JE3x!pPp{Hz?xIeq3Y6bX8iP93rX-@##W&mctJ;N>q!%_4pV_8mX_;a
zJUV`O@X5ieCY!iCX4tT&N^YfIs*jC03=2K~2H-JKfDP+)Bo7S)6?@J
zBp0$~&4~>@U2Y^}Ho@)muBswdi2Nn$4;-2%#BK2YF?{vGQP%_q1Y&l$Z~zkCyxMT_TR!zm&IY0J_E)yLvo09zNbT@a
zx@-P@+H#X0;)csUUHjqcrh7uzG!Zt0<88M)fn@Wc-1RlwCG$!n5W-@cI3Bxj&zU*%
z>0F&dHIPoiNyf9u)OqBC?cYn1bsC$_XTJ7dg^lRnmjez-NvF
zF9>g=U!R{p__%)n&UP0W@7p9Wi>knyDu?SCMFTfeShM-`vx+1ao85QaX={67_=0nh
zWC5|KM39$--9H;8oGA@XTq1k@=k-gcC9Fi(u-ZhJHZfZLUE|rd;)EGKFhVyY^yZ-F
z_6~?{v@h3e+S>Qt+}$?rN*g@*1+-7s0ntQ;d{7Z_R+#btPMf`z654Pv0u&aG0*4l_
zj<)Iwps>_CR<(&mErR^HHP3u$6jjDF04sAVs~c1@Qg_E8QMfMDNYt4XXnW2ItVEbK
zh^Ik~GjuL-A|SYea^~2j-rBv2kAS**XqWVS@YCH!sf67vT-|vzlfpWHD)usbW`QVC
zWl=ing4dPK#D#_Ygw%pdK!r0BHH{-idQl^bmz%m7Aqm&
z_=QULli~IAv_J!^`2V`}_|x1X4B;q^Z(~jN{X@diH^;vq!S7``0uvh{P!RqEOo&mc
zM-X{ruc7+?B1#4S#*-UWyte+ce|ITmM-gZ*J+YMk=nju-DEq~;7f+DJC7O#X_7mpQ
z`E#6x&J~^wu#~rcJHI^|l5lGMA7OyOfq+09@7cDSpA!v2AOu!Ck74FoH;#}=cW(z~
zXI2t{>O;)H^F!PIIchbQ?iE-f$koV-+@l?S9sy{T^7mS>)f%k6zsIwzKTU~MkhggQ
zYkBBEot<`v?(Z>B{9=}w+3sLVj0Q3j$}^oDf*GexZSETZ9FyNFAZ#yU0S#}Kms1}Q
z`p=LaH3}$tZ|Sx&vPn;E`!D59|2>&DorW6|)uNr9Z%*{_y3oB;!l33^cAvg|WZL!J
z*6{L6FPtAra#8417ZD*(ovZiU~tF?Lkoyjw9b!vFVpRMaTaRY6li<Css+J!)VP@kcn)8ZZ0(aJ%!`wa4$@
zpGrS#vSY_IS##B;R*7zU3`#E2H=l@&9Y3m17Z7>zm!f;FLu6&&&1w7-srr%wYY13*
z%@{j9yn@20S5#C^&Ak*E>C1ba3jsa;F(7I=vZyU=fkVzFEL#tv?=!}wp;}A1i$otK
zr3C;Z5eQHgv&Lz8^UwBYqE$@#Mt8Z25Aho!z#5#n4S)a0I-49?Lb&PuHVMy+VfQT;
z80_yhxI>2yy}I}e4R|hmstM<_*f3L_#ECbSeRg`(=@)ayp3cG2!naKGO+mp3X=!OT
z6LsVE%E-ocu;jaPtB&hm2*YJ&d7MLcrgnRTkqVoT!VuDt&p?oiBlJxR!R;dW@1{I^hUSZr`b=Mk#pVf)EQu9fgQjA8
zGtKprBtTOrQpMRI8lzU;-{iv|U>THOQW-ButRTI0_wI=BjGv25O;dM&J0it^<1(?{
z#L7yEQpb0}IZZvR<=FY9MM_c$&zO4k;zeO!`J1uYYr0)wjYtO7|5H;kB7EM{!nDoOw4cy$Shs>+Vh0W;ix?c?hU8S2&>r{m)_I!m^X
zuo$#s`a^VI6m}o&D(SsEw4*NHv`?3gU`erB8j~lV
zBHGQNPq>6g(*!7Fm6V
z*T2=|<>uN;O?%jC82HP9X9xcCnyPP(%JE~1qK1a+3}4!M^8%L{w8{WsnEi$g3n{e*
ztJL4=5O&IMS>MF)b2_8#9UbGETF2IYsm+*Y)dUviOnV?q{sX85XXD8tyh#57xXp<&
zd&7%{7<&lAH3~vYm+qg__afI!+TC)dzXqqBJp^ahzrSaCT?ycPUE8Zyuda|MO}1>A
zgm5MYkY+7oj+3WPr+52XA8gVl)#zFGJ$klQ>ueJ9=oK
zfve*VLkm2RPU}EiT-=$f^$95n>9~#cpFDZ8+BOdktxOl6M&5V3#O|ph$BmoK80+KL
zulvc4fa>Fp&AXgAKaq13IF(`0$Ua@(C++N)vf@z|{xCyFj2JR*Tu*;xommvmgV={^
zTE)8!i;C*Z0idbZn>||^(Mt21SUy$@lMnft1#W
zZma(E{;V0h{`O&1VC$h;)3vMVFz@RM8O!SLbF~!i=Wv#YZ#~_1?kvO0Y^IIPAkCu&
z43(CZt4d&b-EH3GTg#svN>0{+qE*@SI
zT3GZ5?S7=DjsyPW>C?fYKv336quy6Xfaq(eVtjsDVBpzPr}iTT?ZTIdiH+6cL?1hG
z;@8V<%^OsP4fFAF$kljqg*&}q+0?7yVPO&z9WwXq-P<8ED~q=!wQ}W3%hS*(~Hv!$QgySp=L-eaZA3rJ0S2DQu9
z-u{VilUGL5N(&2LOpMrnV8i2dS{6uc6@yC9V%ai1HMzZIn!g#_?JfHF%G=3z%gVoF
z2M=yXO}=kY)IQWOIPqlWU)514hTiW_Q+WZ{^VpoBPRUcJPrrx)dfk}B&EI+q?bW&L
z(oRAI>wuZPUQDZCm@DPz=(y#3QDD|jmc{8tnR%CKN=iwEV>nn_U+;qu=*9cLvHBXh
zu};&kzP!Kzeg9yq(U{F+OzvNCRXl(-Sjy9<9RZM@f=3c1pMI9!Ex_f0U3~P%5S4;FNS{KzE{6tRTH95t#5n^G(^U=B
zk1|`uoFmVzy0svd`b=JGU~K*Wa{)M31XrXpq{Rqo&eMon`rFIxBR
zPWL_2Z2wS^@qK*At?eafd%7MiQ@2a&7C-Hp<^5iY>EnYNc#Y~B8c#7u$cD_vk;T>1
z+jW2b#r2xos^zzA*-{I5@QFM($Jp3DIcePDss3C)J3J%rdA4cqXsCX!|HJ8%-qq!4
zBuLveYo579^0+#TOA^%b5)oHi7
zuk$x5N^@U^pM{eb=X!?@SYpFt%Mb70+c-OS1sE%Q`}QMrg|-yA>*>~=Ut3?-y*gV<
zdpMrwum3gGMe*Kpaae0_GUCNcs#oLyM?k?ZZ#(a)J$CF-wsIPevwnC9Cm<8LxZu%O
zEz}|egs}zdd$z4!puIHJ)s
zE3iLA9WT}$UNRY3&eIix?yr^e4Y$-+n!h0{-q6q>JlbAUq?Hr6`pC-a
zfp;33Rovf-R~ud0V0aQtiU-df+AID}p;`ZskENx$hN3zZMqgALziU4lR2Ie#
z!4=ha*(_<8olGi+Qa@4{wi$eHaxA0A5Km!(hQ=@!wN1WrVbz$j)B}k!NdwP<&f44C
z8|q&;HrDc&Sv8(!dmn7$`TS3ZmSBE6dG`|EH~==r^Dmp&06h#0B7n7s
z`b2`u0FV%lMxc*AF=wb5W!4N$eSLkAx9MtUiCoD58<)iq{FuXMCc9*)?QXoQv1n*7
zWkD
z*!HKjNe2GGeu3+<^0{2vC-7&;CBs0g{vOHJ_cnTgF)t{%X+46Y$~e3egTwPa312^d
z&c>}glHpGu1%-K(M=+@Muvx{}z!-e#*=t!Dsd7+&>>3l|2inH&ZP<-L!<
zN-YxBq&3-t82yJv#>5CWjhQgE17fAxk_FTP}6jjo)?0xp36w68}j
z)Q0cexf3jC3eAi70&_1f62kX#fSn6qdB^z&7A{=KcW=8F^Qx^6A5w&bP4~|+$e&MS
zxOUSw*Ff8S+)}HDgQ8F7H8x=bV@x$Cs=!(EYsc0)Up{a^8t&R_`m!L!kuseMLsI;$
zd93&rju*u^qSEIdKAhJ)dJ)hjhcQ=VV&XYN6tkeP>)ZfZdsBXk
zuT0gK1BgFTUHw>=E!P)oVJ!eS@~#TaDYEU}b(L+_1~X@N#7^{-uj=Z|2cO{mnORxA
zwAaY{)!1shU_k^so!;ctgoup_r`L`;)FxKkq{e1qp+j(-&CA1&aeTp0?1OpirW^j_im_{t}a6Pq2cq!
z>2NV=zCM5dKA&neg0*Ml;@(&!_=xt-FtDnSkWfxcx^(rb5hnAWzkHcFA^6%$mu3F`
z5^Y-pmuXf0l)V@eBcqsZOMR~V+Y+piW@U(F!nW@ChzzMSY`15a(J7vv)Ug*|NRB?h
z2Exe1!Bk+4nnxE8S$4B~;_5PTPt2`btF~%;w$6yVC9xrCHwBwIk+8h7@)K+-_>hnI
zXWs6#e(2%n_$tJf0avMJ4@Sm|c7|H0&9bnN7Z#;#i|vjrdSTMe?MJM7m{%>cvN{UZ
z#TMF$<05+M5x^*Uq`JxP>DW~+Qg(_JACs@8K4r>mIBp_ClGCx^KQ-nD)QpYWw(U0_
zZYSx#wcUn_U>#3ws<_~p8yUK0=jJ|P7SS#-epXs~`r{{0B&n}En9QC0foaN`HERZ`
zsI(V3nm(rV^JmEc0|sbxE#!X;>eIy)3DZ!x~r|-+}$sb&#RU4ZogDH-bvsC5~UC*Ighv)A3J;Y5N}tX<^WS{
zO^-%(a!7abD0Pd0YT&J%3q!S!5VBU$*%t!15aw&GjNF$kdpp};jisrn7Z=>Xz@P(%
zGycS?(}95>q2)efC<3bav9c2PTXN8IEEkv-eN0f5rDVOLN?i
zINaOSJeeKGhZyvxym(>c(sQJm+7l?ivhwo23@vQI3pF==o)draT}@qhQ(Q{Gw&b3i
zc8hx(2j8$tI!IQ~AA6cQnr_4v1mEe;jTLu$@S~}0p1pkOuxqV@gA`TN*VPvNjDytM
zv3fm7-M0M#9t$JbRWxW$r#6JW>H4_1IK;hxIx`I1w4Cv@a}H4QmWnqW^)JY9(e@oW
z)Rp?W?pCw>*XIc)D;9NDqVo*`ZGgl(UYxeoS&tug`1UF^oo|@UmgMTbemzPN4ynOufr6Xza&Xu1-3n_DbPMwm&NAgwil&zI!6vyg46nB;=U4Oo47r`}X>gM6U>+6pP2m8?_NJ>hkWM&>-y|;sEx-$r`Os`&#Zh#pYsL5T#
z-h{=?_P16*56w-?+H=<~K`F2_ZpOn`&3@7)-)KJf9zQNiPi4A%`9YFX{ta=gLPM2_
z$hYI;ZP%|qD%N0JS9W-L?s?kcl}S&Ve#+DMko;pbMogY8cl7AdH8~O8_hhtwsbc8a
z`Dj_tfr+81TX^j#V`qZEh?bFd`QC#E(e9NHXF6$XYg>R7VjC=eJOS(@IecsM2CY`@
z$fY)U7nRzik_WQ^eu$ddwFS0&$cRA`9eePBn*GZ(zaE5GvE)=pJsr>nQNlNd2#1bYIaIuEOfUOHd;I+=r&2<;QL*WA$9vaoORzh7Ou
z9+L4hjJb1X)|@$=czo?7ii?X0#G1SRY2xNZ&*??w!yEmY*82H*@5aW)lvl6(JLhbb
zEo#~c)Yk53SuK;p_K{o6y{72)sIFdc5_O%NSj(&;)2ELl&EVuejmA?TY0Tn+*g88OBFF>D
z#JO&7ZgAPCn67V2mdu7GBR&gII}Mj1AgDO?M9WWrLK3P5r!bViaP?}}3nrZ|FM59R
zgy87*zSMfOG#zubvnj5Y@#CWvK0UrUhP_jSs1(4mk2N*^)cdO#*34PBa5iYf;Uh;}
ze}0;ICq&Ki-my_Z<}aRSWITcbd=M+ON65V&Ja|C7H9k%}7{;V4Mn=E&J|9+q0Xuf=
zP@C};RD^3usS2^YBeO56sv{IjQKMYBgM$L+*{)sN`M%{*KJpOySU!pf#skJ}U3s%H
z-oGsbpQm`{`W_Z0E*UquX6JM~l?47gaK?|4%sGA+>`D~$MX}Z-8f&tX+Xqim^
z{?985IZv9Jn(9L&trr%@r2g@AsmHeL02urW{q#Rs9E|Ax`zXhIEMB}g!g3S|7!=Y5
zho@~LF_TH7Tphoq+(dj4K=K=MT`c>0xIJ&Xs~_6){MD+BP%t5^nXC
zeJ5#XyylxZy#j0=$ZIqX-t@cN)c5JCdkG14%-iVsq*-!G6TZwrFKkodnc!fNa@_tk
zj=#aWi21JOeYdV0(iT;koIu+JF5UNHja$hK)p6s}=@LIyRCM+;Y!70zQSktL^{~W5
zMLOj*G_mW}t&3s&^$&4?JS~vs(Z}#y(lS08G&IJ&IPhDKX!T&*_b%*GkO-Vr0%uWg
z@!~jzVb2(YrMN26dA!|8&(faPEF+V0YsR~xqEFC2JJfFb-nDyopY!KeUcYe5Tw=wnKGTqBdJEXf>#5?tM4gkrVP%P$awoDSC+O}ho9PJ*A
zAzvBfx5n1y8dtE5C7yXT9zQ>IggXMC!dm@H#R0`*txk>2%@_Hjn%jRUg5GrY(v{%f
zl=_M~yU%^t&U%ZHf%DclJI6Ihru32K$aDzPmL`QtdFiI~Nu*E6z|2wcRi56Q98n+>>9SwHwpH85?jfu^ucZ~)~3S*eip8$rj6I$zU
zdh+BQj(rMk1I@Dmt!;QE0y-69L_~z~+9x%axyS00CfRqHsU&(J;s~H7O*7|${utNKESL3Lr3%kTZ
zGz!z0mOrG<>^E=p;qA#oIBIDo?H(fMfy|!Of?ncN^RT%GQ(13Lq%bLS^ESUYOw`Q9
zpb)Hlv9+ckKJdA|~vEfOhsivkTllKWGn@3|+VL#UbR>V5kpYJYt(
zB0^t;Dj}iT(X@DeD=mT3=e-`9FAkho^lK}<#a=e$6
zZr3jrh=W%$PA$CSg2Z
zjR&d)m(Q0Zy6x;jTjqTynG2Fneek0^ffi!d3)hAB0D^}z|
zdnY7JXYP@E(hpSDkQ$NUO$Xf%5Be!9lllw)J=onct?tv@`SVxXo$OcLBvVX>A9Uu-
zqqH=FLUzB
zsDD;mtihaxww1;G5xCOS;9Q-7$J>W$GZ3TWGU61GTd8Nutw`BWDTldSwu?dSPQxe
zX^+n`^G%fx_AH%K=Q5yQKk1`oF}My$Z15@n6TfTy`myku_rs>JZLIyMxv^BDd420t
zkfJTsg|bwEkC7O}u>Y;RqJn0;$2!G2sqQ4;S*J3U)wl&+sRDa^f{r?yHY7;8ds`Mw
zj(FB{hZpC`c_cwW33|F4(orGfQDQc2vlo3P(V)SYNd@%hrH&`+{j3UHXJqZSPE6?mn=A5GVpho&ELiZ=n~#aY`*JI&*!n?w5Q05y=u!+a=DwCg%K~
z$C~$C?xnkj`HQE?%BG#P*FAt1;;zQ_dAwjw`{;S{D|0r`qVcHJiXQHo
zE-Q}XaO
zySq;X(L4r^0z;z3uCB2P{l7Ku@eCM2^(T@ED`)qUbRxsUy&twTtoU!R4xmhz5XE;n
zY^li<1&*B9e2`Hmbp(zkv4_G@Sjb6G+*Vf^^Pu&SA{N%dDyxOIOtL>X)AXPtXyh%h2-NKrax3}YBQ^9UfRB9?#Ws(6_#TT1*Fw@v&6jil|uji_~Q;3
zICaxLA$zBX9?n>X{om~|f;ojgeIfmYAlqzmbsem-swL&m6%Ywo^N4H1cTAt6F=^7X
z_wUca#}N|<$@c9yIi_6MwJc@21_ODNnT5q1F*pOZI0kMkSTPKd%aJ2qV#;!iFNo4r
z$k*AncSJl8yY&*+$?I45OfnfhjrP{HJE*dpEQqB)Xfrf8_09}m{j}umNNky!6=>wXK2Wp
z?*V`T7uhD5L*W+*OZkbbA_5)LRjX9EAJO$!Z{8f&LdlK~u6~amJveQ184U}1DfBNJ
zml4P3loO(_h1AU3mU?84R)%~N)=JBqgmn?x5
z*V*ThQ`sN8prwX^WwG#C#L7@H$wPG{Ms4SHJVR)>XAx@!BL?T^aGEJreNGOhu&7xJ
zIv~#I^$ncY%*;$N9pvVwq;b7FzJ2#DhZN^m{yi}^CT0-N;!fK^LzP*FmEn7VF|4~;
z%wrUYKD-HwmZo@HF2p2cZ6}`FU$ZWWU$5(PF1RfzLgQGvjz)bVMFM;9&heL#6VL~nzI2h5<=l&z>CEpQ%3q(J
zcKyYk`kmZ46LO81Er=-^$6_#8F=IJqh`$%~zdyXz?sZ;XARwm^r)MaQID3w-paXt`
z>Z6?FLjPn;@|^_FfWI?BWtCm~wgnNX0X_!9q7GHwrOwHr-Krq{0^Qg9D;PlB{QbLP
z@tfDL2XEe7r@$UT=e+x7Ijy{1og5M|KXbMiv4KJj?d4a_nb;bAXwJ}ZI9$ibSI(Uz
z#HTxdem-od`9C`75(MnmteJyCRRoQ{fB)LMxXkC)U8Y;$yZ#OPY)rc^Zl}NyC4aIE
zFak|}HlZ?-iMCiw@ATn;#yfwrcRp>W7v_iWcv$xC1@V>+sDeV*si5j-&nKSq&6mI^
z>|Cl*%Wd9&;J|_9oqDxR_gn~M0(CzI?i$d-#H;52+T*`GNMf#`o>?D%#$!+rq*ukt
z(;PmgG7$J1gaZRuZL%{8`hv|GnwT6rOcx5Y%=Fat+GxQO&?`27io=uuNwC&3vT&by5
z8l?PrOS!VKDt}CTLsZf1wy2JOUwtxJ^rc_a3r%>ADUc07Kx`cy4-g{D=(i*)e{@XS
zIg@o!x2Dzd9;Nw67A1$_?6>#Y^E0*f59F_2Opo2AYHPmc47o|?pnG{rsPS-vHETvv
z#qK2!UZgBilibK&Wv5pnK
znp)7(*)B_-GjPwJEjHaWk71Mnj*c5p^%)DbG*QuO{(-$>V`H<2l5YH__2yGNfnbMi
zL+ZltC4Hez%RUxdvoq7@r{mA!%`@O;#cun)oN>VgXpDuoR(IuUUX;tX=o@`*rstgl
zoffKJ%~&caL9xg_t4H*_LhHj`*FO9|K~pv;)xG@qu1wU=hAMi7hLV6H0!A0z67;pp
zK}+ksMF$9_E_TzGd6Lr71|$1K5BmTy5^m|cSz`2_%6XbL+k0=oDkblW7>LCFUo-!bru
z$6Vs^tUm@z7&3I|rJ{4C1^eJbqypAH9~PaQ?3_da5uLZV>)i^-xz-qaETKF-=J
zX3;)Vf9_)X=gpH8Vwd3fm|&sPWB4D%bVZ~yV$3!ETeO6y#=zrRO`
zUEp%FUj4D1?{ebg$$bo2C%hVxx2uw`!IaNCAfWfd*1yjCe0)-~vt&$OSR$lXp-}5Wge-!eck*>zOI-M5R>~*Z&?CSUT>&}0#
z4Gjl9BZx0Dx@7L}IsCs?aZRdnzS$I`-Ghzi%-N%VA%&Jq!fe0%&l^oCEACoQUcy7O
zSiU?QWZ&sV3^|$+hAynd+#Xi4va&LrB!ecqEI%*j_;5Yg>>i+zA!Z#_{g(RZ58mBU
zzck*_Eu?G6kd6`z6D2_6>8I&6}|T&Y$)Q=|Ea)0z@wfS`vjDxbYdrt^boCH}5)>DY1O
z91o7MIwrM;9U)*pQh+jEAt6doMrx@d$`GwP%%CC)0wzkxC(Z?#|di%)h49
z)Zock0LFkKYVmDHt>U8SDpl(cGBaJ#iykRlRe_2weppvi^X76_KI_%h9lCYt!pNn=
ziqW3U-=_$CDiqg;(Ag1VEi1;O6G0Yh=_F7bADa{Og2VLS*c*k~4i|
zX~!PH>pCjtu7ayqTPu<7y3y4&YH@yCa#yEMHPyKwMq`N|1K1POxRUM
zj+`?;)e10{^lt~(9SE&G8*`3xdGRUOQ>JOj4$uW#%bHnQ+MRvQP8pA3{inWpbHeBQ
z&t01;b4P)QfVi}aG#hzf-@ZYbnvHwcbZ*>9WV|}e&*W*So>uL`J(bI523nt582S0@
z*R&tki$X+PWH`!{l7=Mudq;R2f~v{?*a(sBj$HMJgnndiR-s2Pel*Jb@eSbVGqUbv
zbKU_ol)Xh0(Sk6~a3yXQ4G
z&R^Ho+9FuI3Ype4Y3Y5hO5}-_^~H((c}S4r1%22R>Kqi5S@Vx|P}NGIpxgi7r?1()
zw0XChbnKZ4GnUMpH?IpuPQJ8CtDwXmu6x1`voT!YyG%9TwJvSWr+EHRDfDI!J0h|M4-P`tE0bx3m&M-4oQABV!
z1+llpqpmwttRT}e>L0MnM+`#*1SfD_h>`oj7KWsM>#HaRRc5MBsc~FCKI(WWB7%hi
z{Zdm?H*VZ$a`iN|9jui+%~T293nn&zQpS4c7`oEuq=LZ#+zM0_Ag}m&-^LsDruBb3
zRjDyMf`#yNuU;3sc!n%)`1<9GAeA!)w_^pXvZA75HoIT%Xe()Z$cut*>aRLyDA61*
zflNuL@9mzvq%PzesvB(jM=+!M$#-z-l78mvE2ffRSFgUfwdYp>Kxi!385ODC$Ufp$
zh`Ag?asZwKOjJGr1bDt{{gQOTtJ2PF>%wQ5nfCkMM3>%gMMT#LUc}*n)8!z>+beCP
zCU^L_=WTI}H2$ZlAurXQ&q7`b?87&N1k
z&z&*1>d}a(<>T_!W!FchdwTyj3acvZJ2QUZP@3Q)m=D;H1J}UfVvL{etJM6vq61wd
zfToyl3(TDv>nmUB%Zo#@zo;`*J9f#54iU
zD$a0|fonrG?R)sJnNi+%fTVp+4?{eH`YpU;dHU~mI9p`m%(DHS>97OxdP#`*%KxKw
zB*AG7gmgJreMh*{y40hf-_S}N&Ocsirqx|X?%$OISE!sJ@euSP(jMo~GFdc38ij4%
z9we>0iAQ8GJRol_^w6n{>BueWuAdAw2FFt|a{a|1ddN3XNnD7EdfsC}bcqm&2^s|x
zUztNs1+N9dM%DY-%7;GP8&2{TbnT7Xw;zByj(p8RE)8}K$&dMSlvZ8iPdmY38fJ&u
zmVuhd$bFy&kU$wEE2}NP-3jh^8YRTr2ldQL9zA;&c_#eP^XHv=`R!Z%ixJeS{?bi5
zo8pV!zU|NJa9Spu^J?J?&)D&M&h;9nvvr7L#2D7ze&~?>Z6lODC<6idgZ{MF8OurO
z7G-vjpWY$zcNZ|Egyp_ggnA@QrDbK0yDg=y@S$Yvn*OD)^1p}E!8s&082AH5im)cv
zit_C!Y3osT_OVg^&Rr%-srEG!>IV7*%BicXcXdz=2p81@xURvvb!w28gmmg|bxu(w
zSL`qYg(#n^J>}IU7De?@Ouqoa>14G|GzI`=q0j+3VTkaBKr`O33*79+pXthi
z!%p#LFnjia)u%se6_za3*}d!Y5uIo&D}gaH^Q16^3=zY{I6PoV4@joMPUFn!_uQy#
z*y`~ux_#qEU1~dRdiMCf_g;pL>K)X3I-lS1ke!
z
zWK*U;6TE@6qXVygtq6s^5jc8j^swZQRp#$Bqm}LI8z-9HOo>i!>#F@Zo1|s>J;ut!
zMD)RW7fi$;4&9YLoOzzl0jxnFv)Y0hiqWU{0Ds=5!PwJfK=0g5Szt(i1{W&o>JTo)
z`fF${PdMO%r%W?ei!%V=ucMy|)L49JdALoqZN&poAU2p5e7fw$0
zjNjB$t(iEekV6^0=|l
zZQa{j9qDv7YjoVB>QrP%N8}1~M@XcwO6d5nrNwsLx^572AWd$
z{FYm9cKYu)%X@;dN^qA@?PS}L33Ek!PVCSE)#`EX%z)RfSKJ^?)zv#{JCOADg*-r$2K;NI}8kSeRENJFoiOT)j
z_3OdX!%X^zM38tVW@CT7BvDO2bI;DK3KSj4Em
z@|*xSr@NowqO8qR$Bym6pS^aIdZZ^m?d$5(jOw@?x+_);pmEAHn$AA~3b=9W){Zbt
zvYtIlVZNI;<93M;t*8Nz<(SL=60ql+4z4xZ<=npyrUmgT+S*F2B-8^(VQp7WQaC4w
zvRIIpVCIM>0C?kRLo5W<2~)oS(?B^8<^77gO;g3XIO?~L?0}Lq8D-5@_kP2N53jAO
zdyEcM#0WtG=A-3lDmk~;X#+EmWJkmf0*3{*M>wO_Lakb9)jr97dQ_F>i-wc4ho@N@i*e_E!YJ~2w3T^hUT
z8=8%ozI48*{95pY5+fraABAkAFwvnK!zvlm)l0;1?~Ty+&>0GKFT`@j>o2rnA}($cxGgA8+P<-RO`o}U})exPOYzRZrq4vD^}#7!gg|*ZT7sp-5w$4q}#p-
zd#zU|N&8i+^!aJRy#g~+Nuj7P9)6LZc!K#6R!6>K{vzm%+_1yUlAhBEP$mn12Nb|+
zQ{?32(85h5S%xD!#^XRu3|MFj(uz^JEF{fu`Pb-*?zYFuA
za>R~bpF4}`$nv}E=K~P(Y}T$>gCxxC#gpC+RIzlbb4jVSmte?*9W!t^@8QyF%7(Of`+5&Q*I9idfyv9W`pAp|Si
z;6J{;JXk+p3#l7iY77A)$LE}K>d!3|k5-KGKol$C6!URtbqMm@)hhr-Vzw!s41`yj
ziTUBmyBob2z|JLyGFcxrabf^mCm8&}3KXYeYys_M9(>8+!N#*d*iHrqKTjLelVX-x
zN1p)$j0`m#)1rjXQbpx2VicHuv-&718uP|4Lrl(L618jqql`CPu{nzu2lz%iDwKU2
z(`MEB!Mx<=8K18=QxYazF&{WuK>ui(vO%;*0dR9{U0qTj+v%3_=cyY65
z3EI*8Q0?=izS(eR#K;x#hL{|YVuk>rv#e+se0Cf-mHDHGnN;gh0OnFX@a^QeDo4l^
zQMAw}&zzaZDL_Y7nd{HD?sWeA`3iolQ0sK*+?iR&=Ks{c|0|^~OhQqwLJM_Dffwd?OmnCqf9RhYC!mo$U!D79g@cJCm1b}i4=
za|~4HUNAYvO!EJP9>K;DOSF^oiwX-(sQ$}oTykMx3dImJRMSnHCg2t5#rh>9%)!EW
zxhg8l@2u<3csYLrmr~+bXsGp(l6HY=m(82M(&nQoGvc{35oJ*82lK{2$S|s_jd>1g
zL#lQ9qnIQiRq%ogf8WXC;L@gN6M6l7Bf0D1-2a8BA#_LR%jb;jBQ~3^VQ$J3%g9&(
z1&@7M1R?@cr|>#Z7X-xhcK_9g0&2PhIzw@?iIs_N$7$Gb{yl(nhGr&bPrDA!82iKAwfI`Wbr))_4~gyp
zj8+UOvF)9l<}v8b%WoDFCSniu*bxCA^Y{Bu{rDqGHJ}U~M2^A!}8
z{8Ka;xKP|t(5(ls_Jw%{L6~{EP$!|nT!gG;&IJ=0(_IcJJO0gWJk-arzEPSDdfiau
z(nefTIM8Q9JHc|ab#T~EsuYc_{M1cDd5IvrK~G(=C5efTHy>j7E!DXO6|Ep<%*uS3
z@K#x8x9HM${r#<{uirjId)GnUF4b$)vMRUH{XtCcxC|IgKiG?VNj00wVb*DUSJKhE
z#(Vp+L2mxNTCFA6lOn@=-$%Xp3FHw$!6WeLSZKV6+6B=aoDY{dTbBa#xW=gEc_#vh
zv01;q2T@z&&<}7I+YKB1sqN4g3>q{@cg&aK+DJ}5w37}6Ri4z;hmW8YS(P^F9q1)q_n!PD8-42bs<=b_AkncTbr?1P89Xt~;
zCClfxlib%65noSCF&KY+QdUOhkv=m`ZyxOG?OWs)_?NczHWS3m)R8Zt!ZrNICP+=w5Fh^;zq1mx#vmbFGl^(a&u31cFT7(76WGQ
zLD}@skb`E5Jj{0K5t!vhrOtA-9y(F(iOUx>7MthW~WU
zGVY;*jZ^#?;m3YzX5qtKJB18ZM@NUSw>atLh55T~zf(|MwYbOlvRNLjd%e9QX=c=h
zn0ZKnFhaKr94-(Am57Sr+IC=v!@2UOg3lZ~
zrVGS1jMQ{~T`Hk2?v3{Mni_Z#Gz`lsmJn;_hs+2D8{$^WyuR2Z7>IPtvD?4E<~Blx
zcPdv8aR_ggamtFM8vn>y%Jt-%SGn`Ay(*fWP!~0*li+q7Jbd_)h{Qst%rJ8cEV|P-
zy0yImsJ#2qp)Zt_OTxit-sNzjh#)MH5f*b|-zLCf$P+2GIzM_$!G%RpkpvCH-)llo
zkZu1@4akV(B5b1v9!(P{9v7`$J1SsHWOQ`6ApZ>NB+kdSRwy8q%y*b9;_Gde^us(c
z0*cfQzq$g)tRdPRMEwZ?KATxR6sh@JpiQGs_WV&l>A+&^dmRqd9dHNJ75N|Ci7}v#
zC`>?1peNOrzc#q?WE|Db`}gm~^@IXXrls;|0$?072RaBuSD*kK`!sl<_1`Ed)z;7X>cZz?I
zujR0M^>L~Vc1oN?Wgz|*?amlNoD8OHA&8$D-N&B^e1uXcfcbOpe9v&y%l+=qI9EP)(;mx;D&jnCxNb?sq
ztC?nLDo)$ti`S$+jVDQJwg}E`4;gU6B)YcZaN`Hq4!rlwx5Fk+WT<=iWxOZm2@
zpFb2g;wLSVaF)qww?kpv#U*)lwYOYCl(wJ5o8DizCz0x@bAnBN*9k($87PG~@|)=C
zr7r$vwBlQp`4DV^1l!<7;JvxB1K&^(aTs?mys@U$wP^
z$gjBWgwx{X7j-JQ+xz|1Y092*d3kx05Cu+{G%43r&TQ#Yu>xT}IwqS38x7;1CWc4>4n=r(ek##s
z2%})Q*Joe;VO6xS5MVs4Yp7B4N~n5sa_o+bd9rm5%_D+lc6bdBSD4yaPeynri4uVp
z`wCb4ETg_TGLmPeZ(pBOvg_686D?{_?2u8hSLifmN!I-xe}mJlL4PQG64)Bhg%B`7
zT|EpPWXzyw&2hq$%12+19!Je4h$uq?Dx~=;D)>YyFI&ER5fNaNwswe++B0m)jeW%g
zio=`sx!04r(uks~9EFJJV`
zx7<8Et?BB=9@m!2yL?MgcI^UCx)@L^M@vK>qVa1c5YMrVLTQtB^vIDT!+1Lp?F6=o
zmM8+lm4i?upJOoP>vXsowcK36g(9DB+PZZZTtiBusnZG5BZm$(yfX8;Z=|g{%WFi`
z5iU)TR}6&Qkxt_^QLZqSF!>ur{0XM^_?_f1750mCxOlT=QRC<*V>fTwBv_g_8_a`x
zz`;WWe?T-UfT@n@qM&1P5J?@1l~==)IvT!gv{2>vBThl>z8E;NFd1vQ)0BNM%mU0*
zFZ1Bl$Imr=yzWazAU$u@VR;J039faOl}^*p)e3(v`dMaX!uui0O!ZfN{bewXs>Jt#
zJjQGxUe0yli#Kj>&n+pcE=dlhiWdYzPyzRyJ9Fri)-c7sv?xj#9_Er3cVJd06!(N6
zs;0Q+g+@kK^R$B_9S)bcm399GiGP`*!jb*rJN<7L&T%uP8xdVyE?Y?(R>lrFUzn+@
zSODP|eB7QQZ)m6Xxb}Lp#e2Fan)@3kK$G7x;ePOWnS%B0L;j>>kFbrV}-WleNbBOb9(F?*F
z*ZsWT=)4SWG%i^>1^Z2RhFJA=OjRDn@fKcgkPj|lR$~f7T6{-_2zWN#($(c@P|!{o
zakKHTpTfycaZ70vIatHEaVk6Pb?`Ns%~agBht$tHT4^T=K+*QDTnveE#dbe4bMx4v
z7sDrykbR8<<6L?^`fkxu(S6Mo9R>LPYk<3|++2@03IXrlE3~c|@sWv3T>N^H>~)J+
zZ$LgnfvoTVzpD4@@UZCoUtg!<7vNR)wzhisVF`DSzZhN%n<{avVAz73b4TXPuA6sl
zg1bj|80)jCvp}wl=>{=7m<3v}qn(NZ!%%e0t{OPu9c$3xF?UHmF3
zh}yi><0$arUEZC-O5iyz6M=FE{}`FYS-6Ls4qtvf0z=GfKAiZi!ryF(cm1T_F_;qe41^l{aVMcC;EL6c-6O}bdk{tb4_
z2z|;(bR=pvNxebHPo0Vrr?S1#4~=Z9+#O=o1%M~voB`*M>Ov5kmuwPd8*m_jz2sg)
z>oE=(u`mK1Q~(xAoxOEY;;JPWRm;`!i(Ug2v!yRoL^xVa!U}G45Jh(n4WOl-}7bJP5vy3Pcu=d}I*-(;O3rED!EO9q21sVt$aLx_@4$-d2GX=tHDn>JZSOeHmG
zLyMYeBBfIHt(390jEO?BtJLpxndkYP^FROp|2fY&bB@vU{eC|8ecjjf-fo?7+xOw*
zKp^G6U{F`@J$qEuZsYrzW0{a{txv}IY0mpuPWGp)i@9rraJckR6Fu&mldJ?~vvEZX
zXqVXt#`{N(7;%Y24OSyJcN`M9^C*64si@nxX9lnEVIc{KC4iPNH|tMCT`z7G4HSvU
zJm~P|>&0``Mn0wKe+EamA+oBnayk<6p={yHlrC9LJfN>96~TO7x&qblSyM7X?>%Zj
z44F=plWnSF8%gF13hMOWu-J85Pjcwe>waAc3=vbhKrQS%^y0lGSdr~6tNPv(-9(oG
zyvD6w4)6Q$j^K8uw{Ur=jk5n?W8G^NCGB42Huy&0UK9Cem>`hQk@Gp>*|EV(mMoE|
zL;}+Dv+C{^CCp#CbhbUA@(~f11=f|0343g=0urp3ut6@qiIlAf=t*)>(`u8OKAn48
zKmyKcw@PLjG`7sBaU>y13__UlRGv3f&@=pLakTBWlv5o{hf_wSC)=9`z8-h}2!PRX
z4w?D9^3RQpXI}jPNG@jxU2?{iqI9(}1rh{^{RF3UG+R)RN;)U5xEZZ>cTIa{qYxUJ
zzqavbpxFlzW&O1psG&bVjOKXP^c&mN?{3}S0apTkCZYG)M3(fF!10Gsayh>{D67TS
zSAE{>Zj)%4sUpuy?jJMW;zN7GrKEoRYdJm-9qP(09!D^zJ7=xW9@x3pxG3ocR=y!#
zhsY>$q7s1ArLHtUnc7{M6^V$cf$2Pfn3KQj>gGV0oZMs4^d(^BX+36{en(~%&J3p4
znxWcSP!`53Fy1&Sc`@#zXS5cQAd`AA!)E8_PkE&v$*j~xZtq}b(}H(braJnBQ0(N&
zwzxyC3~ypzkhdS%xcd5firUImtHfZiWx<$tvmai~bjd;~MGk70*1PcJ&Lq9VrSc#D
zXScN_K@A+g$Ykc)mc|4BJZFawE9w8vYJh=3C^H=c^1dZQ^+}w`a(zFjP3zXTPz2TP
z=wp-=K$&jwP;aAXVxs9xwjZLbf
zw?#sZk*{N%(Y$H1#_gn?mI)*6M;ac8FUjR%-W0_2GLK(^iu=BQJ*s9<#LcT$VC^at?RA`J1ux@uHE#pgj5=zYm2yA!PxH}AUV;%ak#_1mA)NoD
z+=uI^>Ggg`H!dh?8S%wxBkUosK=Pl|?w)i3g+6lhsHON-pisW%6NQAt(Ipf!mK@6(
zL$FZS4qmw{jCW$u7mS;3Nua_VBoA${BlmwT6X}cd;>|z?69aAatjVJ0j%o4fD7B&r
z8oYEQueOiUVR`wksi%FlEzIJUWi)>FJwVP0n=zVIguT&a)gJ>>W7>Z4(AR#sJmc(o
z`c%-cKxfaWmbz8M_4|G||Ag+KLEms#6|m9fT3LBx=Eoh<(+EHk17M`fBQM>QS3fz9
z(W$pRmz|9TeUbi1fOF*D4zy`ZJsk-Qi!|xQXg1u?a4Ks?B0~Vhg=Inh+Dbw2hKBgB
zXqmu|D=I7VvhMQZQ9u<~H1kI$+y8djVzt7FT!A4rDGF$g$&l^_sMitt_n;^cslO*Q
z^!EI*N0GDV!y%);m-t46H_G58a10{879F%0!5L0IM6kXqse=fZ+oKrsXC^Q8E_n1v
zhnz#Qb?)^1NddHFhF$<{IshOr
zh5GK*t5?dIGrPY!Fq?mP&|%u3L(!beLTe)lm)x8Wi=pM)DhwZ2j(mw@zFoU^WS~W5
zWoe@CpcxZI5F4i*PPzZ6`}9IfTaBM<579{Odh5$ZNe&!2QXO&ARN4_vbaiyZ6{s^U0&Lcv6VLdO9!K7*vn01yy{%U
zf?PS6$pC{w{N7KZ%U+iu%ZwZpbDmRUka(blUPh1#*8r&l0HaE>4f{oSW7)}HSe#^?#7@AFu!)=tHdQ|IHiYI-Wtii`gFF3kFoJU;FZ7{Pr)7)dd330;+N;)E;xaT|5(dNCZxz
z@+AqmHSk%>`gYB2RErG0`>q3`%n3B3yOBnmx!JpS_l@Zzq5
zY)sUAPy&-lTchcEjR~eN)HG<`ZekL$PtSKBb~ZCJ<;hHb8pz54q?wW>>xr3~NRWw4
z(n89i7f7p3450aA&XB1=;;KSSo7;0gXz8IW_O-XBNRGn6TNg2|I4#
zHgk1W(fP}1p&Ee
zxrCZFn_nV8qh-PZnS>-sn;;TB*MmAItdrJHF-tExIpI-Dr1#XA<9yTeP9OURO*Ny_
zqHp_tY1V@3CwM8Gugsz>%|O~qcik6sW`&yRB-O3&PD9OoXJiz%($4SW@2pk&v>}6k
zqhd?vedGAjy`Q*a>e<2G{$KxX0~+sRN4)EEuBonh7E5Zzhn^fNJC9YmBTTtNJ>S~e
z*nizSe{NA5U3%F7Ln3Q9Z)SG-pB%!2-B@J9ILop49hba5G$h~k>-RNUQJnn?ed7nb
z*~VQ!aZ}%4{ZLCJVu}iv`JqZF+d)f_kkp0ES84&Tp{wD7~@+&jm|rN6)7ie
zzrICy6s!=)b}S1d?9the>EVs5PDYM
z_^m&R3uHf@Dy^cTUuTz$o=OJRD1=|~usuB$N67^&ZtRzMc`lt4TM_5*BuMHRjMXB@
z6L^a(veL!PW-+%(F4N-nf<2=*cS%mAnUl3APIomm@L-ATw)y4obdYHI?(gs@sL#9Z
zb{`3Y7+Ga;vX}NTQeM^6*q9TRFtqtmR-xJ13&jDitSC?0KbqbctaLNCK}(dxqJtq7
zic|JXM}k|1VMriq^xNE+j_q$3pNikno*TDnhQH0?
z#gc&5edv;0h6+i+)$^kG0Te^xIAP8vgT;{}zXyT`+H->q_lA?*R)ubt19Z=VK~tz>
zN(#vYo_u^FwBW&+{n0lBp~u4dqN)~P!avk1&10ihLGMHn**J-V8@`ff(pd=h?P7DeA1iX4b9)++vUHmN7tq~2lcY16oa
zD$@->L6k2vqRQxiMDoR-WD?5(K);(NQ|W7jG&%}`r&3b&^g3#eiZ301OFi1ZWw55}
zf(QH-#lAy_+Mo*sKGf&=gN^zh7B
z8YQe;64L{F;IMqTGF^*Edl;b!tvJuiU|Wce8P?J;5-uuN{BNKk3I&~Gd3CifY8}ZC
zptOuX;HCTQ+De*8ghsEqIOGB@L7*f!ga3O2Y)Ehlmz3#HOLt+)Ea%N~C(dY~
zFv*$2F?yk>s2vTWh+yGKB$99B*fL_Hnh+Wh2Hi$M)72_|QQxy!Sv5=4)s817&RjkF
zbNY+MxQdrAucxJJbpdtEW9}M`^>Hg>-l?_BKK$RU2uM;g%$aw6=o>A3#whyr?_cp~
z+Y|34L#N5QLP*JQO1C2Vr#;N<*n3f8ij-R$m-foVTr1Lro<*|Epv{%t+#2Inxhjo*
z+wavFaZnGMs?Z%c@N4QJ<9r1jsRR{^wodXNK`?rQ=t%l^ibu=Negg)G-3jA@8Ji|_
z|9&rtOc{DudJeHtGP5c?zgU2|Am&vn`J&aTX5p#VLnwRAw>}z&x6QY&8(GB{5W3T*
zG@yslC1xsY*Os7|_fqNgw;~2(RP?%G%tICoQ0SeaB40YPY5b~KxO0i>-|^wE)ksW^
z$9xnY@;VOx;)$q&bn&T+2&Q&|zTFRu0tpn=S$(S)sR`axL$DD_jWfYZqCa}Dv&3B!
z?Z6RE>V*ODyO`X?Y!6T>(kL=;o0rGjbsRM>@S*DXy*CiShKsI5?BcKnOjaeIUop8d
zyq!2=ZaxazA<)3e$szaW#l!STpQ~GZ~#T*mwB%I9f1R>
zM_q2mtj;0n0CP#+i>hLAkb)KJXuattV>WD2y+BcreVXOX`nR$zp8vkdZ
z*CiQUa);NdMH+4LqR!0XlS-D2yaH*gM1{gD|dV
zzjZ&aTe#LQB8eh7lhfGTTmVq21qs;kkeul(xro$`Dk=jg4V)N`wfzm=e&P&Yb~F><
z1*zEOQHB?HTt{ss6>WqV3X5@O>gwp3;BC3VqA_5S{_Kxqt~^
zjx~?G7icw)t#oSM_By59e$UjHWq%C@I+c@1c6e0b$T{XnJG@~NAx+vUQ0MQVHpme%
z=J9rAK;a>+ViydOtWhW~T_R1TpOQQ7{|$_hOfZHsB2x4D%o1y~W|St=VqZ|@FH1Qr
z$%X%xvBae80q3CPyJ4%zjoGkEpGl#DDu-^X0!@yh*OW%ejcj<7F&|uj+d0&BGoU>@
zyR9>rvqqwx1dqAmga1tmI{82s4Dq)@#U@eMu
zY462EjMi0=3te_knjzQtl){*;pPAQb7ITMsWAzoa~w-G
zZx+Oximr9@=E;O@cut%55I*HNOX_()e~GN0&pu154)uFY0}3RpEQS;y$P|Fa@Nq6(
zIA${RGNKihXD)6D%)`C_I03@I=}-uxf8080(}x#}eqPFPBcdQT1HZP0L;yhE!110c%dUO?
z`~nj+&CkhO3?n$Om7^Ir4J`Jodbeh
zg9uKNCjHI5(BtztmEo&$iFdelX7wD^d8g7wZyNv3DA_V0IrH((aoZE(;yxB+6wsp*
zy*+11wrf||>PahC_Ghz_bm=capq#mibzVa@|EUd*lMh)I2*NEEX0~bpO9iu&LLqG=
zY&f#DwhB-IbD&yiTS8^MNS=6@xk*_eCKDD>a_QsA8=^U{me#p_eD@BgW}C$!{vUZ|
z{C%Yu
zZOj42sl7hJ`ft3XK)4j+`5c@|oqU&rUHiHC*GD}v`?M#Epk*iV}gfYv9uawj;ZZDp&
z{hud0mZ%55twvK9Oi$*{WrIPcxEj0gaR&$})|Utasw)a<9g
zw;Kws7xT#*ORgWlSM*?PRsg+
zH%~hIzTKRwV>2xG$;PH4rkbb$4JlYg!Mkdg6oDSpL&xM}K;fZ$?|HQQ+2hCiaMWJ3
z>oM_qKy+5tQR77O{1+7!N(v)93=xhuof&0X>+8pvw46F${Yig0y9-%kdoKl~i^v_3
zmLUnxrDThXUm>U&Xs0ikdaJ*A7VvGx!W|pzyZygVJm+6rS~-N4cXwXn)I9FfKmPd@
zPR(|5Rh)j?nu6TCDnskVK3?s1Zk?BOSD-4|y-lB9FXLXJ(gojfmcb6TQR9LfpHpTW
zL7VW*i&cs)NTP&UNOB|rG$}#~7bPr^G&#sx6OV=XnPB)%c|)xqr&FipRb(lBVhmG|
z;@V0fQ;KS9oa7P4`~BK86c0Brm_$_qPhz-zbFFcVfx!iag>^fIw$D>9D<0>0sp6cw
zQ@heFZ?o#Oadiu#61!`h;$~ynalit*5
zlcJfimWq%&kEX;uuhMcn-*e~ZXH?5m^wR6!)}J2f-fZ{de;;l7+1~5(pB#IyPw+N&
z1LVkBDAJ@CFfuk?Mj1oRI9BjKrrruTaWU=ir$=5)!=of0nepn(Th0^lW)VI-_H3I8Hh;$Vno+=TXmXpu(>i#rksL545&oUFkVlZ>R-`7n?j0wDb011gcaoNRtTyTHxzy+F;v47!g_5HC7KuyjPt{qOU*Cf12G
z0U7(?Pp)0gOVFBEH;|BQzNv`3zpp-ISm|REu64f8k39fe?+#LSf9P^?ZI5v?j?Fyl
z9?n8H@=!_kDkwM>M5-194Sqgf!lrfbA6x)&^W#}{;$aFP%i0zIS(qDSuP@F@Nfl5-ocH~%iIrY`OA$kC+0Ba^*J39JX4(usV
zt#G(rNSGzX&noWRhx_YKPHv<4_6EqmCU$xsZ|^DJ2Q7S=z1Q|sAzaGbxpQ-$Jkq{l
zsyH8$sDHmO2P{cgA?8YO4{t$=7$C(UKAg`f7lD!RtrlQ+&ad7Spi$00G~COZrd*iJ
zkVnk3q$Q%Ly+{KW=J1DZ`yOL{)P}rI1u2$nMbbWb#{x5Pj4twz(rs^Z-reO?H}enM70U0ua1VTKY>)k4P^NILhfhCc)Lh4v1v{t;UEel!c|Hrz!-|+nlQI`2YU@V6c4;!_%i`X*(
zGook+B}113hqA3yvceD)mV-*7f(askA6ng2XfIkInB$2Ynw*VM$;q8#EjwU&rCJGp
z!W{XDOF~l6oVp{Yk@EpIL{Rr##Hg^@?gmydJKjR~3>Q*{u5=`>eY6G=Tn#rs=q
zEQ$?vWIK?kZMcy0O4&ng3uWKrYqc|$7Cs^6qGt;O`bqnoUb1rd;6J~5=+6gNOw0~6
zeLZlt?SoIsAzL?_R}K4F?cn7VQYA6E4mQ?kt;8J8kadwg4@1`n4N4^{BQdz~j&E@*
zQ0Zs0rnAnmPxdbA%U`7~c!Tfh_3bNZvll3FI7Vep3Wdm1N`0Ys;{a}>-N^ev&6Qpc
zQBm=gHLrc+m@f^=gM5Iy;FW%?27-cGGkSjF?ph%x1Q-MS_w)DPH8th}O|8(5X}=~W
zB`tGsP|(xSn?o8YD<04(Y$p%257(XPbS@cnnls{Fj)$qI=8Rt$H0AQBA|z@1{vFpO
zkGV}G%Tz=qCsMPsQ>jt4s_4uY7XdA$EPdCo!$NQIjQ)*
zU44h~LLrFgVz<4v!K@pJY^B#H0m6X06y)R;#}^J~i70LLq|)vLN;4ajLXuY|$R_6<
zgO)GhCAi7_P>f@A*#G4VXpZnlFeQp!YqK@Aw9W+AD(*Gc)R(_Hv!VybqL4-Zf^~x9
zA*@|!>}1q3k%`23`(J^kia>4SHwk4YU!LsJ=~F+gynQnXJn$u{kQCzlV^c&!*Qu4wS;P^FH
z`Aj}#4QEN{kRW6P1gvr!aC_cL8bCNLljPawf=%yONtuS=bv<6UneE(Wo5T2a!;oXnyFS9fjKs=`kF0>7v#bjI!>Z~c2V{pyT6^yV=l?^DLT7BanmB{>3^S`QStz$
zVzGJyv`cLO2I5%jz~r3I3Xpr-6d^}%ajn9#YhebGE*f1IvU(cwGhX{I#>wfimNhkx
z7cX3^%L5oU?BUybZNEZ~|EmL^aQD+N+w^A%h4utHwRHQT**w4HQ~kr&z)k<|*YF0t
zZ^FO*|22B3(s+{$pcrfh9jfuKzFT^dOM&*3>j7uIe8m9M+>J|C8h&*Lv`V?|Lib+
z&G!=BMBBopOA1d&f7`4q1-Cs1z<=^=Q)~8T1y}KHa+LWt7XRnB`PYA~M~2+QpjAID
z?W)HhkcX#!9~l=w35s&fbJ{A^PbcZVvT_+JPy;Z;q*zO_^v82ZoN4`b~nMsQ@9hdV)PQ$pA(+E?|IO>{d?tsZZ=!?x9nPcv2Y+q3gME3Qs(J-0Sj^$0=6
z?|<^(v+fOh`zVg+zWBFqSIIvYI6g7dT*FdA^X`53jFX;;$yz2RCL511?QgG6Ret;S
zu_i{PhJ_ZBMOmEJ7Iik?9xrd%bLTu%xlbQEc5KrbMW1`Zn{#g%5f~
z-p9E&2TUKf>XNhZm@Ln_rdwZK&8Tb9n``^vQW5WqXw3{d@@`%I{&xM?pFcXr#%lxx1&v#>)bt%1
z6kfi1#r8FjpJse~yt2CbqN=Ig%(#i%bAi>iwzidZbsm9%+Zxl%eC$WNvMqul&jw4T
znKo-*y}C+IPj7N^vhCA7#)wpvl_(c?=HFT5WD$Or{FH$`VQX7(b3U-r0ux>?=Rz%
z#igYM0b0(hxwyD`dV4>Xm#=GeS#XM~``sPtqT5p$mhk?)TS&-`zM2>sEiJ8q`ot4a
zgRCyIw~pUg8Fn`KXk|@}yTAXYLLXM24|c;(#nR&&5_FcmPf6jsTDjAmN_|>&@3Zcw
zq9QJ4tBx=0t@~@&9=={nE;uka$cObH>NKs`nGvs5o-a8!|I9$y?^;O2l3M
z@aDU6s)VAWqiCvW^ZitlAFob(ZGWp0zawYzC*8))o0n47v5K#ur>Eb#ZQIB1-#22?
zK0V%dj`Q$d|3rrgQ!H`of%^5lnpx-Hinz>+l3BTS?H*QzQu?{$3>c-=`}Xa_(h9d7
zY~0Fkux6+=H$G_&S2&0}6S!WxW_o)1ARpgxtYwRy%3Tqu?(XiYiMlI-f`cz48_0iu
zdtup;BS(7b;#s|!g_pL~RIF~;kXILaC+TTm$sXF1x3ja`x_x_oe*V&1w{CqYFJDOs5_j4z<}mIS6~(b;?b>f?W?EOST$$~*@crER
z^XKiiZ})d}cL&@IM&%q{YKTJljm9M3ZS~b}uU3ePiCsuDy-ZdtA0OXVVM}%%t(=F#
zR$XsJP4irrNXg5e^4TGFP&<$EJz9y5^62?
zGi~mqrXDeE&UD8%55w9tx3#?+5U?dFIXTgB%2Md)(N|iz&Q$TBpdbpxhgG8R3CG2@
zzCLmrs;a7O<-sELX=bc9$9iu4>95oK`ixH|apR^j}XHdgJ<$2&BoKjvpgE4B)n
zGQU>fm>%oJgKlpt@#mWCjSNjNYZVU?vRJxyyTE?C*iZ==1YKBo9+jL7#o|PyXcZU%o*>56fN%{`&o^$n)Mk4m(kq
z%$t8W$!c_ZQ&Y`$E8feQ8*>-tMeeR;x{H#qlaFtGdwaW(?ZDRg$zSyDIfo7%YU}O2_weBw
z>!GG?VmHT*nVRy954ZYYeswU_lO2!Gbqrzyd0|n$H*VN4KR^FSCSr1;)rH(`eZ8u6
zZ`F#kXV0!$x9;@StNUZ$z2mz%c6I7^^i!phXV0Ir2?=dQ>-h5J%lRA5_~E9;r>URJ
zhg-7ib6q5EP7HZfh|jDkE-nUO$dg!@y)!l19e%wo4$JRTeWISlP?PY$k2Lzac&(xg
ztL}}{u>&-u0Q)cvQOvg7aHn4(5#o0;*Vfau`n
zXl+UZc(Mp31Q?_Az}`+Q&Uq^Dh>UPReSgD
zy?yWAz4MBS?7X?=?YCdPdw1YjVBl((g}Jn<44IGxYG>)~lWgk;1_sIk3XKc7tt1~5Q2m?gkSbT1*nl@$2^5Y{D6Xc!`nluX7tKGbr`7%6w_f{q*x&U4+
z<*O1p`OA;9Z&>}S(CcwPw&Rq-)yDTxnriZb+#psiEw5J2lK>hT8aj*`
zYT^;MjHt
zU6)+{4h=o+?VYQ_&-iS{%`t4)pb$3tH0$)`%apDrL6^Jj<>e)*
zcH>4m?qK=7lL~!e0!NN0-_$I8xNSGCzw7AHOB{Fad&^2+xNyNg#|*2*Y*_%q29#C#
znihV%hHtXB*Tf1y%Qsc4fg)6=&m8&;f7HYj^C&1pZ6Z?&N?tL8Wg
z_tn0OsVx8TgDKl#q7b!aWS}AWP&^$aPAhjE8uUxs3dL%Dq#&L?OPg*5vl*(0!D_zG|1KW0RKb#KXb;1c6Mdh}?0stFT{>Mb;U9e_&DhY#I6Jc^hG!w*|_NWC|0
zz7)pI&b}N&Ri9}S(
z@_T=%h0RuR$Mh<(CxaDTJw0#7vL0?fOq&;z_$X>1{R#UF_ZM*{Om<)X9ygSU;~(rt
z_o54%1D7;q+R!a-&0MQ)?cP>v~AnAo*!wvO-)UesV3@D?0zyuHtqQg(z*1#Ds8yZ2{RgzVLZB>lj_C3$Eh($dmWva%PY3@GO_
zV$VPQa=rSEmqIZ26p-d1m1jMrt*woMjXX60R5SAD&naxTww@kOv_Dc*ou3*s#GIfc(8tjm$jv6@C3EjUkQ?
zx#)9GCU(i1V|sOgfz9pgJRUqKWy<}W9If^|_0c6WL3Gd{hQl)TDH26Uxo5-vIU^YZ$_7C)C~WoQ4UcFL00G&lX{
zj<4@}ybhb=PEXHO|6j_MPgSHF8{?f>ICyxT2I%YSqcAF6}BQ_C0#j540_lNk!%vzw_psqad1
zZp)LfuwADgZoNhJ8j8EjYHrHN@87rZT}w;LgEvOn6yoDWJH-}~em@qY^H|5iX`@H2
z3v~xf*u~AgMm^Q|xVia3R~7zEG;6oJ0rVG7q+JY%PR}(v#B+!g<~qjp>!TP6jT!rR
zDe21U5K;Tvo}R0wl9&SDsi&2+W~y9BS}uReFjdiQfc|?`OR6ntXA@XLxA(|C#S`tB
z1k7h(W%aS?uhprER{By>l3(b>#Pz)*%YO7xXee*%Z1!t(;oV1%X6EzxZ{iv;;+Ey{
zx%j!hek+^rDzvtP2M-INUsadN&jppD6SQ8GI4#;u~aJl3erERGB182aol9q@2
zukV{NyEZZUXZ*S35zXigthaY+14Mr*F20qKA&mCxf%3vxwll_)8nRGVWbyg_re{JH
zy6)4p)zv3361VT%u>frXZv`=2`r?R*5F;@{Xmw(#|J+N>znjV(UBVdAeP
zhSh^6aL~N%SVSgxl*~k3qTU%w9%{+FmGPmZJ(5MczBdE_9>haFm2ijOzw#(
z_S$|p!ERX7J{UbH%S8!XWF3vCH>~wy5?p!y<_2ne
zfk#h6@;)k+nsB|2N5G^}QD3A%;gr(E0WL1OYuB!!eNj7}#yX)lmds!2>^yMGvF?hj
zn9_l@m($I6>FVjVcXxZBGfJ}gYJc)vufLZ@Hr$9AjnlvI!uU4FYQr$+x#_KZy36sa
z=rMZid-iZ}n{2vwGQydsgl$Gn$sji~dQ7XZ6AW&}%jq3h9NDr&Soua%T3EOe1b5F`
zy!3bVISHlAT-4)&#>VXq6GNvI6`v@~z4-bSn~D*<4Au7Kqbo~Ym130J(L6R?YJ40L
z5@*TS1$_Gw)LS7+QPaT42&D@+t|7q7Yb{vA!`%64*)Yd~yK5)sCR$6qBG?FC26opQ
zYRcf8=;RQ7%DC^W+ex;M*tr&e`ji&gl$4xYY^D8=G&6b@78d^(mEGOl;pald(Lh&X
zIneO(#w*PH9v!`dm!T{AkMDmW=5Pdir^AGjS5vbIY?`#FMkxnufBfxscD5MGFsC((
z635}gO8QekFa$xM!*ZIeasK&fHG#(o$;kx(W0kK?(QyM1FU-&I&d$wou@vy;&fb3i
zUcfyG`Ur^WM%3W|A3dzIwxJIE^~hZ94jJ$f;q&BD31X4(d>Y{dU|@k
zl$L${YTjS_PNv8V_3k)>%$!`di9bt#9|*}gO7z68-E3?(1Jd0dd3uVg0%jb$aYJY&
z{f>u(O#@>Kfu&-G_|Sokf27KHT11q+dL+dTXh$PH-Lw1QR=%aU_z4tr-_TGWK$M?7
z-@?t_4_5-vxBdEchxAC$zN<~?d{tFd=3_k<2;&C4SERSV>Pq4|0?qFK+B&VAEZ-PR~L1j-HK)7hRTjgO-lig
zC<0u6n3s1
zz|!pRB32@?R8?0incih#U~t8=zXIx0O*P&ozA$SgBqE{*oN!Q3@C<~5vq3_)49cFP
zoXWM=;~FRe+E6t}zs5?p0PX>DqQL`g()_7bgU112ynV!^@g=s}mx_v_;>Y_es2$Rn
z-dOdtb;`=h)NwU6HNXrZXdLS|ZQ9eSK8XGF*?0Gu1V~5RYDvqh-^j<9ufcNhh>794
zyJp+%qc(jzIXG5>*CZq+e!RVcZeycqL(+TZ2wJDi)!|S3HX|G?uKE<@F)xG4QtTgWCpn$-Wil5Nh6qs&#
zdiE@{ot?D!_~VEA!NZ3)L5ElYp@Lv#(8Fg0*h3?59}fu$Avim^;)S3YEfz3?v9a-T
z?A?#p0~psk2VLf81-(bH$BBZq{KSb9AMrXgz4e%hT|hIdbQ4ukU{$UH{4VF^<(-#mB+BOJ%~&dF$w@APtdhCfHNou#6&t@Utj7pxBwlN
zECadOix)3`tgBN&K_TkllSZ%%Rdsbb5PHt|ckiz=EI%$KExmr_I_CXQLS&(2uID~*
zz#XlL?t|^1g3$~VhSh|XY(HYWALWA9z`#JV^yvY2@Jc!h3k!X3GimhW^&l+?It42u
zgibBe!4{uR?&x5Z3d>AnHhfIQTP1o5`34fft{qoJ{Np$R!+uuTR
z!T!1m4JXP$VZGC;uJYgqZEe~?M{Q`KDDw5$04+M
zM~fDR0JEX?1%HRJp7ki=I*`tz6r+dC7k}j0BQ`NRW%W8TvY@VROIKGHo~LE$-h{U$
zp9>4~D=N-4>o6=jAm3;VP(UUpfBDp~tjt~^hYKbrCN3H2qd5Z}*wSDhDHnKKzw~K#
z^60l8pJ%4#+r^wjsH3A6UBmp3YW*ZtR3?Ih?JP!g9oJ8P77@{cf)yfhW8FTQeUNwY
zBIo^+Q;xYK&N(hO&b4}@`|H?uSUwX9%**@K792cL*>_?jux+%wJm7`@gIIpGX9E)3
zZ2G?28+JR@@n~kP0^6Hv4Ii6_4HO+TK>q->^~R_r-l1qjC87MYIu@px&@!Oi2&8+
zC4Y?^hR@&qzvC&jFcErdw@T6dulE|>((0Vkx9(OngGA`?mcMR$=JUtWlvWAV#KTabfpMB9U^S!IR^uhPjM@EgX1h5eT
zpNH>ayV?2k^MjGm(O(1S7gyuj{Nekq{r)G}Zb6vLEVvQREMmI`t%@jm=H>~R1yPTHj);|ksyH$-a(;35
zkp01eC)3l1eo^#=)z?2XV(7e#{wu@V7W2R6tv1MV^SB)9NYpE;gjBF#y+i&{NQgJ;
z&&SqQR!EQ$sf_nd4j+t8f{C*8;6Vm_3;LBx^p<-ksef%kw&mXy3LdD+;Q8#4D2D=RBvw18<>N1i)lYnxg!+LYtO^mwoQZ6G1yQ5YE9#eM6w
zWZBaWf~lesDUK5v6|K)cXxFY?1pZKV!rehDorn6cx~)b*I#Kl@8g0ZpSz7xe&WE2~3yD!@a-=;Sx<|<~t!{|F=ol3Ec&?IP_r%L`Z|3sKFgD&H
zdczgpM^~qTWMpn*a|$TYRb^t}0dI~g?4Pl*F;Zj)nlh5V-+)&`i^dK>bBxoUh~TZx
zGY4qt=(w!K{u=L^^)NA%_|ckSTrDH;cm3|uJH^F!pr24&S2ONyL#17{cCAu9FPDJ8
z#;~xkgZ%s_z+5lHC?5zCbJz?uRZ>oFje>##EVBJ(q5pkXLw47jq;Y3XweHSN_kjUp
zZmk?2oDd>ieqyKg`@y%vk4%R
zkT=4Wpq@`oPqV={2z8$32oZO>4-M}X8lZZb>F3I@6Ba;X@6B2@!{RaO7_^rFep^Lv
z9F&s_?dlf(Ckr6=$j|RK)UjV*e0K|3_dJ?a+qqZ)ZiXJbb?Wu5<;Rb~fGyECQi$5f
zZ}9bziv(z}<9LIiYO=vvgNhKZ;hdRuXlRq20a|T?gI>5&>5szCpLb!*gOA#f5q|ja
zVTTQVg@~5m-%q*KmQwa}bAM|4c*ob@pNPfUm_ph_Me8nw;(ov1BO|UUDJi12l)mkG
z{5Q8REBg!*cF=Ls+`bvBnh)CPLuTO(MAlaL$#vw&=BTKst1Vd>Sp&a(BnmOY_4+ltJ)23#7hhtD
zK+{Wr`!~gh-HGZ5KC~(7nVRfEdg3T7K==k?)TmtR)+9TqC1@fQiFRbUD`owTaDlG+sU@2&nMvmh)2zD|>XP*m5@3LP(fqS-M#7MdB
zhcb30q{H)J#?SyNtEwc=o?Z8pS1axy-Pf|RwQHGYWi3<2MHe#+3jV-p4L
z9UUO6%tXjyL+Ek(xJ~usc1iXPVd?4V`GYn#Hi_WD?@fMeCWS_oyAa6t!UtOucUuk)
z4ni?=oIaFvT+q?kMU1GgU*)ile?rTqxZ)QV(&(ZkLBdv201IPcC#Y0O1%(Y@nBc{6
z=Oc~ObgP{WYPdzr|Bu~pi_+DJ9N)_U$;nn36TW}X$EW3+
zFC4bPzFxj!McB3KH-zegfv#s}eh3BD-IhhfmU!1Au+miCwtBOOz}#jQIv+Ov=FOXQ
zoBpQ?_7)a|)ITv;QQYFE5_shSc%iEbQ&kKbS3pXPk=X_-r9%e~9z!m|Vt#hYE@|Me
zcb2LqBf3`Kz(5yu9y1LXf7{)C1>E$NCMG736eM>Q^V#$%QsR&B1e7Uq_F{PfeM)q+
zA_&4%TU%TI!H)OUt5;7NbH({%P#~fD?$DtY3Btdp$P!u;GfY)Hy6Xs^U<_UBT01$~O*3O`f_3kW(P
z+iCcckaY1N;#vvXOOR+ml!)0u~aDTbLVm@$~XKg&odk-E*Go3z)M~2)sl_?!)Wfn6scK
zg8MGpz{m&%j|T5~_1d*Cv(_9U&PV-XM2BW&WnIH^bR%gmkf?}955GU}%a>J5f~JnY
z5_!)-jDHy)?}J6(4#r9KqVAJ_{(8)yD4IHL#Q>4xV&qw!KYcYs*>QAo`u6hpGEsZ#
zazGBE*DPJOEb-=_zO)VWi-5%UC}LLId3pDpYu@!%vBmA89Wj*#J0WBM^P`aCd~Q
zZBLGF{0>`fIe5Dy+CN$z+%J9@d&KQQlQpxBOKJ?LZH-onsmyk;i@p3|Gil<=%9{br
zwDtAf$&*!7#8=h*wbm3_Jl(3^I51>~0g#2G?F(Ty1UhW+uLHqmk~lr@89N)@uxi%i
z;5Yt{LJJndgI(<>Szq0sUsJsiv{On>-tAVzlCjq}`_^^8D|QL-X>ze@Z>eR0&9X>Z
zTb2o$wS0Q$&ad5Nuu^YyVq#)y;7r4fps}qwT6aH|l*lx%pPIM379&D=m9%l=M%b0A%{otH
zWM%141^U*7=ffn~wc#G@9533GbLY;TfiKWDJnRG3kjBiSB#8b1+t%~JgNt_iH(3tU
z^P#)!Mnd4@$B&Bxhv($HwK~=)7Me4X7zC$00_q?;9@w}C3PfPh9(Hz;OalZf0Ib)!
za>Z@)flF;J3p1?Hyy7Zh95BLzlW_vv`U%-z>84mb*Z%!^p@#D(HFa9l#VTCF;=}2;
z>%e)cbBiMsPTD~xfvc|YUAUgWWgdQ~aZwt*?+e%0JD=p1UKT5R
z(W&@I%QdUWUg^jQV{|frW%r${dLZ9t+78k}bZh!xM~~+wd5r{vvh742k|~c|{oPke
zn+k^rUvH;%mc~4v9<7idz<~SG`&GDyWfX$V4qSSl2ZtAl4voG+V
z6>YtpnYntC25IPrwJBGNlCKP(A0=~DPsaX
zB+COD+2t$s
zqz`}=Jp{2zN5iB2)
zD_V_e`&Qz*ArJ9AUW*l=xa|4i0+2&^gQYTB=a9~VP`ezSr&NRj6oxQhaiAg*R~6YQ
zurSk>tb1c)*5F`MDqu%hp`?H#tb@cP)U+jQ)~q4sZ>&a!g8l|0Og920#KlmK)3}EP
zdmMM7si_GZ?V6S*NZBbMpx7Riv?mEqK-(I?{vi2^V|=I;{5Yb`=npwNct-78YzI2kXDIp?QRR*7jH!E_|s2IORH^UbRTViqqzW>G#`#IG9?fY
z&CSj8AbrJ9?bko}JVK?C2*vN>eW7_s+ch>eA|enj`Ju>%Rj(=C;;nib47b?yIcqU`=>*vpdrcFZl`V#sZ;xs{2`w@6)Sitr948Cst
z9(S1uHPGDBQsI8!;+l)zQl1z62EVs^p&*A{jk^25fwd4B^~ZmY^(rYAsh!qUpVQy{x3EasyFz_B!iJ!1p{4+PJ
ziGpwBL*zxk@*$EoZ5_pr31KF{9Z}fjG&Fi>>l9b?t`Z+RYwITq4iHQUP)Bbg`9g3^
zW?{?a0CRwZGjOLUsCbsYP42E5KoRHr%D
z#RY3$4@ME(>s|2EH%{O8_C9TEd!*2tg)VV&VczBbztYNorIHF-AjQYwNP}Q|f_y@9
zCm~7dG?)PrS5O(ZoVdG&#N$%UTD@^K>^}4H0X0%y
zFcSpNgUx5bAawCTrYan$2D-i=dJ6w|8~j#aw95
zPX30Mz%e1dDEavs=&pSAJkw!d@`n5J(nuMgJe1z)mT}m-pawCNq
zZvQ+6mtje{A3_)v7!N+OE;yIDg~f%VLm;DQYA4{QZYn|IrE_&`
zRr%B#NFHQ7VUJMqVjPel&>m>XW}@4|^9h;jl0g*fZRt0Dvmpd_5#Kl+mIaC8nZUIT
z1T!Y+oB#(VnchjjDGN9&V*?Er!{XtJQCxF#bF&b~Ukao_y4?}8me@y%kN5bKNFid%
z(qZxNcj?f;^WombKHBdm>@dzPKGnepTkLE|+Y3?qLl`LcgoK0c%at`Wm;u|rMP1zY
z>C-2mT&Z1MP)5kkL4~7I(bBlYXecB|4VYKV7=DQCThpfWTi8>&0P|ET;@Ypkh-Ky$
z=lQ~)yghC;-$5jm%KIMeSsNnZqG`&iqoV`WgW-sAJ&CofVLGw~>s8_EDC{^LU_}zk
z6`!BfBmN#P^%-pekL~iLVF6|)iCVeG6YBnxQ(_G$+X@PrLasv59H>6U6|!CNV-*VG
zb?zuJC%8BNiVSt;ObbOP2ejuX%Sld6RhBV$a)x~a?2fl`){xPZqIs31>0od8NI!LS
zYDNR~_fs+Zf$Gs&%+;n8gh_H!<$l^4nS^Sli)IV^P4T7r=8xd-lg8jK$D#gRdbnO3n
z_IhpXHgqyK*#Mqhyu%AEY?-i4DS5=n_ftvgzlP|e!kXxiWymXUIrdwa1Vp>aUJ&Sn
z4d_0OC48Z=)rS=9=tztZ=iEDvnYl+TT0yszF#NXL2bC=)&NtgsP?R11iy)^78V|!sBLL7!~+I)a+mxXwHWYx|+-{HZ{;9;aLy8ytr!UM~n(<^WEvzGcw*G
zQBQVB%9G5B7tv~JW-p>Gk`fb-V+TUIx&_^WbC0o1rsLEhtebVvUZ70wuK^<^3M=;5
z;{Y2(-_XZD;&uTr_ehw6L?Z*b2ZZu~*$WsMNZ~@cGxS0jFgna=!&vl
z&9M5eaqy4y4MyDFxs#ut5j~HhS*G~-Z&AhRE40twBkdKY++3Slcmgv5s8A_WM}
zsk@%6I86Z0<$NshZ*iAJ{426NJUkTg|C)tR1WWWl-f8vmEOBGB8=^Izp^uW9XBqg?
z_{ceUc$_t%C)tieBTdx)xYS+Zu99!r#+xv%Bg&6Q*Su5TLM}e|BaO=@$hhFTlB~3T
zCu~=6BIT&n+-j_QCImR6kSO-Qe+?y&&_v|J$(6WO6DYt41Oja4)qIF(kjmRo1h(E^
zuUm(t>($mAF~Yi$rXUCo0uaK9_EAhXRE~5-pRb*Sy-x?QpuabvHx^^%ejh5g_^
zMS`u4cc6hjWR=*F7qd+bV@hkb4$+C_6j8@X2CJ^G9EaB_IXLi=;?R>cGJ2s0qz%Yoe`%ljR_ALf_!sHZwRJqZ
zV&A|YH}5Rj6p4E?|N26Z9_g=~oE)=XRpLTR
zmMkF(BJ`e;JsNxbdw)&T&2?DYD{+7bQ%%mQM9t@l
zRxEOt*P3$LN*58QA;LVgCUSJC4GjhdB?Lhhq7t@E;KafTlrHzqyGVna$#tF^X|`)^
zM=Oy$f1ZIr5hQc8vEit;kbiEYppbJdBtrvyclW~w5rVBOeidea=1d#4IL=lrw{`&%zSY
zDgiS(UYM$!gw~50^)GpF|NclvF(U+&DNU)o82M&a(HlEk)84T+IBO(*@&XVsd~!rM
zet*MWDw3|8{rWQ*?j9ao>>1GEl)92c+Gw;Hb?vbO!IwvX>S5BW
zhYgW=g=`K2eFqDilZER?zY&lP(S1nnIYxyy!WJFz1a1jhmeSthzvRF`OT9VXH)n%s
zDM0?QC4qM;Lc|IH4LVu_#+fy8ompUOoIk1wRwC{lZ}v0f`SWPY$2S)>k?0-iG|Gol
zEqCA3~nGk
z5{_8+ng9`
zym^I5u
zQ>feY4k1h+33(I<*#llgmg5vT*F)$kAjSh6U~v3Xqk?p$Bphs1!@J~Y0>C9FFr%ewAk0ujPSJ>;M@TZJmtB3
zA4O3QAdN`ri2uGpt_4BvV`t7pO8zp0lmQ>+Yp4V(M!XOzO&HX1oSthd<;^8$tdw@_
z^OxZR|AF1Vgly$0ZRr^0camseiME56n8h7cL-JBV;Rp^7iC=j2eg-Sh8r)SEsbcal
z*46@Ya&p>O=;tKn6m>@Jot&JQ#cpoYa{99gvi@B>H^~Eo<32lT6J64s2h5Go98nVz
zafXcSE+{mrA8Zd`4}SS840Pe}o(+oGr9nLskFs;dApglYj4Qsm44OPII=YWaJKAE9
zzHl$cTU;YZgPd9zIxn@B;3t%1HZifwAO`f>ewhdGh!HZv^V
zoId;rWk6KR|6CmLT|Vvbt*1{nKUP_6U^w=&jZqZ`x0x50G5(X|{>Zaut$*6^->0{g
z){-;6E$2a5(MVhSvzIT*IGzGa{$u9l|JlLs#=do~J)qJE;&@7VOFUkD2LXEA*pa(;
z?@}lT934I*dGfW~IRE{{pMCdP&8@%$lLd`@g|M)2-#YgaB-MTRT|#fYf4Xr|dhUM5
z0g-o$pWzbf9BBrJgdXR4t*t?
z?$xsnVF@>$xGrIJ_uYG3wOZzh2g4;Pf#V;GUNcs|Jif=Iv|xv!P0W?0MrqGavP7!I
zeX(TzaEC{hj^9%^=*mNu-KX^)ylHX&t%+UwzcPrWOIE%-A
z=om_#Xvi%)^>*5F9I=V>SC?|*(-kPR@~$iJ$FZ>0_#_4jWxv3Z&E!w_y?IOV$IHs)
zs^ot+KBvSytf{Lr#0k<~XclOEL11Era916eC%#`i*LiMX>|8bK6Ar?1oY`T21#*+W
z%WRQL)3pV|5c|D2jx2|!tZ?~qa4F9RZl)u~LY1XUaOHZACCb}A^t^gtS$ZJt3e2~R
zKeg)BV4p!YwQ6b!+8<4e=DGxPrB9tYHDBs7#hWoV{(~R99MJG6&b`_?PZqEq>Hh!@
zfp*RbZ$G2+srsR7Rj-i(;6j(UUK~N*Mj+~H|I&Ji3b6?dIC3vunB@pVQIq$Rdv_n^
zLd_KR5gS)MD={~=S(OFvljmZ-LOBozqBN1tI;3Cno;odDHhC~DpOQa>O}usn50`Ap=B!C{!uvb5&x0{ymW`2h5G~5+4tWu}FxxHdhZ8IvxQ&WH!;l7J
zZ~D;D0`H@JZ$)vaaz;snJZlaEZVV(NA}PtzV;qg*2uthZ+?fx#rD?fygUID_FO1MH
zJTi0q#WYoX&bi83D`v2}zDCsH`7dfI?>Y3R7b#w>65@!3wCb7QiV6JSyTx!xpQpUL
z{2|pVIxJ;XLWv?6fr6G+?g@Av
zeYP}vqU8lxoZz2eF$Y^{evd$mQod8k+dK!<4@47I1*8dxiOb{!5Rd^9w!+H4LM-^G
zsB3+8o&G9sa8lhYXUYI4jf2^RN5Ar0edQ~VI?pz|@ub@ZZU02*BN|p^hXZk6$Syx-JSWOW
zFEMM5z<0ykxwT
z@K(gg4h6p9$8K)2u9kn7becRO>P1X!?AM3e_z!{7T^=WoWP3{4Pvd59M8;T^?8MCw
zWav7eIN)JVSH~7nT~;%
zuinvVFI=|%cFKO_BaPMPO)9Se-7(9>YKFo7`$BH8?LPgmzB3)s1w(-LZGxs6&~pRo
zG#w74HQTE1fK1P=nI%M;Q1W~cvz44_X73vV69|JwzK6*>I6lEv6q{(W3KX$3HO-mo
zk_$e1So)Aoz8ek&?F8d11<|k-wuP0oP1y2Eaw>nh(C)|}OBvG-gQ*%g@>J%H5^w-<
zk@;I%%W=Ux%>?%ZIn-d@O`A3a9@3Y&sE(ZD-m^i^AmA8GQ9C~{&wLxu!oh@4
zyln(58xdypOzUfz*1dj+YQD+LJc?&GLDV#J;qx*wg3Hubm3{~FLATAu0jX3to(`eq
zf~c)H!ny~ILNj?>&qwSCER2$Flo#-ZUG$%Nn-=^dFvL`^pPh=>4w~B_v
zDe;A=ieZP}U}{8Csb3oTBmE%EQ?s|
zI^a&Unz-7agGC~iU)G4vR0%~EXt+icmm0b7pLPiwn?GmMR>!F(vPoAVRv;Gg%Px23
zGAKoG!8#FcA5p3lMl4Ci%4NDb^sFE7!_BlgXjOp-SPs_+V_|5U4GiRaZqah&gP(UT
z{QlLorav{`;PlB8$bbeAJIWf7Q)pl>MtH(bWFCW51~E7pdWqJ-H*oWgAvhwos7jwDdvkoDOYLDZ71fj9BHhIoXb%$1b-l7!*S?(~*I-`pV
zC+NilwC4I$9<%dijYyIKhXEmhTvQpRpIUi>z7sg07_*yH6q7}sY~6BFiQl~|J6xyn
z7zEo80xW6Gqay|MhA8OrPBIY+_$S$dH+ziyWhk>huF0nEa+&uZ>|Kt$K4gq?CO`9b
zg?a2K!6;N?H8a~aSxkMTcYXxBIBj+**{*DPoY(#R{R8>*PD8azEG45?7WYNQPq5{N
zUVM2gaM;&ikqNz;Rruu*iwv5717QExF5B<#r}DHtCdEK4>54QqR`3&<2$+)mNDx$D
zfEsHTaqPyYlob&U1DA6QflYx-b>mO#m#D
z68W^X^KwgLH&X#&yBe>@mtm@(kUc@lFTn{F&g03#0|^CH_4UsnXmof9wtS)E&3g31
z^uqzHXQy)E?jTb4goo09HQro}>rvcy<{2&G$p*vFV3b;R)DjtZjY8P!R3GAkdVtq9rT@OIfd(DmfzDPT5tTI*5WmIsgDj?_kSPo8C
z;_O;E+J8uLg}4X-_t)dIYwvDayo1M-7=O{pwmSqvSI@w5?c9<(dCD~FccJL)NWrzM
zSHEC^*8TI#2i)FWLHX{*r>s=Zu+H_InffI$|BGxiX+K%sYyp>r371yoPO?fjKIKZd
zL|95+fB$1g^WhlC-=c;=7N@I!@AejAa{*0hj3(8~HGhM4iXTFy;&9T+5#Y8$xh3Ge
z7(>}??Ff)YVy8^XWI3OgOJzv)>yP`uvoIyG(Ea9-5rRf#rhW6(q4Vz>#FFqUlu1`S
zQ;_p?uRT<-(Rw|f&V+(>rC2}#3QJy>j2w=*$8V8cg@6*Ae+
zPj&MH=*^BwELf2S{=+Oc`&}swuC{;85@kAJH0V)7mvO_X+=Yn+B!Bmk{f@js$LKa`{m%y3O46g9Pq$M@5E|gw8dDcDl@0
zECdo>m4Or6{8uYq&dyKdn$_Atg5P%7ND+)~kxt{&N(k4$9nHizlpvVhLF0I9N
z^Wrc|->}GXyZvN&qydwx>UBIiF)T8ES)=75Q!%;IF$maPjju?-M}h%!=Bgz;VL#!q
zPM-R)HrFW;Cz%n_;DKvoY~=7C`SG;vU;MZ!@+O(@@c`_p+3C96a?laWg}I4t{?IA8
z7Kh<%e8|aR=_+hp!h^}cj88iv7c2$zv2O6kj}|EAPSIw7j@ZYtKt)*wR*sWFthV1T
zoEaQt#-%AU1!4)8iXk{uL33YR{eZv$C=#z4exqVJgr;^t-{3&Y6M1ik51H$oY`NJN
z6-jL#b|xfW^Q_pP?*>-v4V|Jhhsc`Gngxa82mGk%xLtC9O^4w?CHn0ZVi-lQ!YkMtOtw7_+B9F<^F
zI&mF!!4D-F*ofzY=sX^EU`!_Ra#UPgOYi2K!5{O;ccm0r%?{b+mI5X%PL%JN9SvbQ
zgX%PCp`+oW1J}ICQUix~h$X9LytbU@;SFpc{wrS|9f|g=ZQG&x?n>p$<5RuoTr#Wm
zVBnNFO*98Ucmf{&Pnh`NBxt1|ss6~|QDGQ$ecA2P6jp&#FAB)71F+|)&A{hOhFT<6
zPUhKs=PJxajfz%q=-hzeRB7&PX%@AFOWF@%yRN_2bcoi%bX^9%J2CBudLfTUDN0z)
zcV#UtoVI$thE-hj46BoMH8c48wM-pHKLV!>gKd-KNB9TXcLipkRE^fT%+<+rHf^$m27tado$5#mA
zEpT#}N9D4O5)zgEkjuJ49EOTv6TzFQ{ytp76)y)Zs0APKFgDaIB5nC`#g>kLkNIA-
zwBGpTB|O#f*s6ph@(MEV_WkeDsPIiCK(UK4eG;|tq;=%AFleW|Lb+Ik?cfkkTW7lj
z8<6%S#g6bKj~zFA#6#nuE|AqoZkZs8PmJfj7SKxsp(h;q0|<+M$_lfA1n`#(v^UGT
z%XWuFY60a8mel@x1z<*lu#&ua+(c4zbTnDRG#wiM7956lZR68D8G_b07Y%io()J5G
zB?%cE($q;~L_4w*8j5nl&nRUmEyb{OsIBwBF!X5HIO1dV7CodS
zAqfatR4+5f-KgQRh@duRvf~=ANq|Lre8i`(&iBR7bMhOO8}}=aiu6gVOjqI%~-jE4zw$#Wq;_%NI!k~`bUn~ZYAZ1HJ5*;zmS
zo~(`?st0;xwWbvyRkZ#+C5Qh-|881_YiaXBk|W}>$>q}z`jL$#RW_Ap*~@zXw3lzR
zyJw8#(@jL1MJdXlI?$;=6d3Sq4>A1V_V0J2%y1Iw(W+1hS$*4Jx%NM19XE>~SUrZuRxPy4TgNXM3Bntsa!|9}QO@
zXmZf|)##-*TJrqdCx3%uQ+Un?;+A0++17!kpH1Y6^G$d3mymj3nq{~7Aozc(4uEIUgy>^uDl%6~$*Dx{xMUYDuT
z;BoZBi-bF}Xu@gex}~{}O#WG=_clugav$(y?k6H@T>8)ZWBql!;EuxmvB^{vq$_~Z
zADGk73n66gCNv8Lv+ZxlHPlNR`jm><6|&5Tl0hd{ip{wOX=u{{Gak3yRP!YPR0
zmKE6=?12Y$B#H713sfK5>I1VwmGnM+oKWh;r%j;U1mK!OwsAzgC855Te@L?%I6$a7
zK3R%%CXS151X7fgl?@PiRl~<@VMphbCMqc@;R-XF6*b^xkPl+Da_9AG2=7mjSgxvX
zgtH#Kt+_5JgwIpxS&j-wC!wz`J5mRPS&go2J=k~{DtE?s<8@*KEVFgSD_xrtAyvJD
zz(54>_hx1eGlOaLUqp*`I2aSlrow5+3ZGhgV#kfPTSRV9gU~dDJ+$mEs4)aN{$J!E
z)>U>b_J+w5TQtm%^PreDSroBk{JhUaovLt|cl}D9HGyks?4cUObiUWs4OeQasMJ|!
zML71Wx0bNjHTi-lIi@YC#fg@jg6!14m7X+J;s-D{{U@lyKML?R*pyKtQTLSJYn6D-
z14kwzCFXkBi$SLBeh}=nP4tHOgBmR7ynPk_iYWkqjesf0gF#uTi=6}QlJ{G~ER^uM
z%NZc|F}nw=^Nj~(WHS&t@$W=?X1FhlIKcox-kCq&^DxGP3Gz53z$e&begZWM0p!u&
zn-{OM#dsI@MYM`iWVkJBlvMN)`sl@>$ss^-;*(%m%Fo3CdVH^~?ZU@#$bnhCXf%T!
z$6g#0pYxnO3OdWhb7KDNQ$KR&ey|r4dJaLX8w=_jB-LcBJ<+ks6MznemJn&)_b6%N
z{wY5o->Cu!#AS3nNBBnsdD!B6`$C@K5rtsM8TVb}^jF~Yx83S6m{NyzAA!3^83lz?
zxwtU6L>Zs(Nd3&~%ttRab{^r=K;+&#(|>uF(mRjbfftZrvzed*$DibFAbCQc@r61y
zkaP~hQ!-alDk2y^c2xZTM56h(*69C8y;S~I3%@n*V>DzySV5$rT*m}*a&i60Ttiu>
zOQiLyOaA=%V{iJ+sv+H8Pd%XO=TX)w;ewTG8FiOb>Jme?aw#B5lErADb)${T`jT;vICuYvz5CyN
z22x9j6wsL9d?Gcj<+*q8(bRh8+{tEM>ZjolDZecB2~+2^Av@v3?t4IV(tf-wqY;i%
z&v?`R3wv)K)^oeIegC3}Oc^R;MP?chA{Ci3B~zIyDpQw`p%Bfwka;XoNy(4~Whzam
z2&E7iDouuHqFKG4(^_l0r{}((_u1a<`R`qS-1oY!Mg4x??|B}>e(cA-ziHZj?(2et
z`1nW9J4^OU_$|vGQURZtvA22VSchCcXe`lhbi+@Xr!Nn_?fbEIPR0m}$ha@R-HPR+
z>f6eWh$0Wt#3?%iwbrK=W;uii6_d86yz+;Zer
z)W!$ht^UOY*!#WVx<#}eaz*QJ_L7XR69<)1#f|$lxqt3M&W&dx>i4$0qk8%Lj$FIc
zFa~kdZBOaM&NA4KjQ^qk%fX#oh1RoimXl8Qp$wKb!Tjqsuql*M=pQA!ZsBZ)H2)
zvu7^`S_1qX?6-N!@i89;6a>LE_CvxVm^$Fk-<<1vlET%7^`y2=lf;{xSlIshs9*25
zX4pV-y<1;$ZZr}#YLB5>2`q39f^D}|UmFcRFP7&7mhQu7S^-t9^mw4(?TBz3W41SH
z@nYo_4Ils0M7wpYCcnVt$p2=d?VxjuCY@$8udolBN_#1${0UDHLuv3g?X5m{k}`k4(o2%9@Nr8s7Y421~K^
zUo%%9WxZ0bzT01#w6zv_-(}L4&euo95DphDS@I+EBPuH)g>6?KR*UspYrJ&@ONA5v
zTHHr}uM>HuCDNAclz(D9TUa!r^KRbajovcRj#gmUD?~K`dK}h;U%O^IVXsQb%&2sx
z%O8Ii22iYvp@DOms0l1%&#zRfgsZp)p|y>RD}$$Q~}>yo>mrY
z-Mj5VYpp-+`UR0g>2ac1u>p*@v9wW~H8r5p{L~9pz%UfmY19dM*Y{9iFO74ol=2Z-
z)Y4cyIRF8HQnJzFo6F}z>gxpka4F3$GmU>6BG>Lb{GX@AF>nqhLcB;L2kA9W;U`LJ
z5-0Il{txE|AvNN*7zs3akkJNP+iE621C5$%HnrTkk_U8r_JpyXju@B03ikuY8lKnE
zTnjt(taraj_q0z7INB-s|4Ux#+|~@z=o84w0)`XAI~b?WE*YJ$&z?Ij=6@U-k!@#@GCXrlx1;
z7P8hGT;BHMG{ovax&6(DCiPUA7Z;e0?*l
z`cT8q&?b}1`cHCS*)F$y>(@5Xp>yB9d_9nFHdXwD
zGDrmJ1N5EM&Q07n4=jG!Ul(#_g%|(I`Zl+`WoXOEr9Q8IHs3ttKQ}KWe&pB|02TYR
z5W}j$?#*fh;rFMEfV@vggFK52;g
zc60BG1_F2RGe{@_-(@2tdaF3c)$cEsiiCDcJ^0afy-Qp7b?mhx)62|g!Q0?b=VSZE
znGV`Wu>W>5J}jNTcIeMv`=4?kkG}j`{Hrd4qI-v?CiK%o79YYWuILz>)B!Fkjl~ZCsOp+N7he@A-Z(x
zCw}DF*Sj`+IP1MWa%*`<ul4DncmfP)Ku>4y1wTu*paUrY*
zhRxO)qTBFpM)hagBZG{ZBPu)Z-1_~T&XpXaxwUh9WjoAC>GST^@+^MHy56luESux?
zq*GXp$4!}Z1?%6ZfA!41y}k9}k@eQ^mtWStU{+giyhqQ!iu+!&V51&ID~XZVgz-miD9{$LxN
zQ?={MuQeOHDf_+oS)DO<@7O)P8~@{9K5Nx7AmCojW80gnKOAs!ep>tP&Q*6~+ewjj
znJq0Zmgq+EBm?e9n?;}9ULI!qVx)!gt>C@08DHmas2=DaH*)Qt4`Q%f-txujz0C*x
zOHC8%7au(DymtBX=G7l9#{7PNdNf~p{CL@jby{9O_0(1xm*uW5yd2F#OBi;~B_jP^H*Rd{x2Gz7?cLXDxO9lC}7V&bI_2kG3ea+-X2n+yz7iG{H44h!Q`X;ZBHjMs@T9MyLB7e?)Wi_&IV_K+x>S9E2mAio
z^w(c=fM+05IOi*hj~UUHzVx4i0)4veXSoDIUp0|(?NU1-^yO7U6|x2vq39NG*3eXk
zQ0ECOR*Z0Hnbv@bwYBWQ&ywt3Be%+D89gcglf$~ak2N*#HkI!v;|<(<7b$w&<3-Ho
zo`sqORo%_lqb?G0>(07=Do=i<0Ja?@Oa6SS-QrXI#|kEPfvM^39IJAW{WW{k@8r9!
zpv${kczB{c^q8V*_{?&faH^Km+3`6tR##M3jT=}v?n&iz^VYwo
zNc?bJ93sB)y}6qqlN%j}RuPlN&-!^;|Ge5#NH^v=;xa@eh~njc*>`U~V}&&SS@AcvX*d-Rw=m)@A6Mhey<2r{6^cfJ_QJ3o
zLRrYbGXgk0`jE1SC8PgCT7|S3iw7ANO^+;!auS;V)Yi;2C-J4~8G^hUQv;HphBC}n
zCZCs)#CaRNej#Xipe}b)pujtJpAw-e(G|vn6@(3XcH2?N#!%}Gg7&mpFq_b%h`M47
z&Uj_fhOuB?J9ZWwn;}5fiDF{N{O%;H)xn_e5D5Sdspy?54_Z7G6Mse;A^Zg~#IJH!
zZc-!5jmIC1`eapJ^;j^5oG)FQTwvNF5u!1eD4hg=XR0#-(z=_`*|C>3p{U3}!
zR_%W~XZ}~zhlN`uCQyQRBW6q@>ci^Ybne&6IL9plD`dUkJ!58{G3yrynzSIH7G>3>
zUrTU|37efSsoL4k$tk3*qJL@9qtcz5EC2P6gUgivU3O?X(o(5k<=|ZFAb!qX4r|eo
z=Fdk)F#`Q?`20Vb)w6=mB*sbVjEr=dQmqFuxe@#0-kLpdm%gGfGQe1`-kL%4@o(V?
zdV&QAqs70N0iNySfj@3q=vRKbrS94~t#oHarBA;VP8a_5ss8zo5zZnyG42tq7wcfY
zx!^IQ;iQu9`9*=(OYXn=6k9@|W75DGdTOrO9#{b9fmG
z^Zs4io7ZZ%2wm$04Gg`6lPrjhlRJIfS}^HViX<6IWW40_$`=2bIjh3!hkpBq1aSnfSZO~!vB@6B4d@`L%I
z56yWie|>n>hmi&tX2R0Du><>T{+4qiW0QZ&_X`vIscirDb;0ec>VjM(xJXOR-Hs8+
z$Ticj=P4E&pDK6yZFue3x9Y!i^s?O#W>n{Ys@A#|rp=9G
zQG#nS?!u1T^%J8L8opjT#FSE`
zCp5MkK2K!AltOO#{74bVCo8*Na3Mzqi9oase39AfftG%
zlUCLTT(=nd+r|z5M)@v&bQy+4DLwPWrx>ff2~+P3OcxYI!9V>6Glbv+U&YuOLJB@=`AE9Iy@+$1Xqsp;S|
z;_Dt=K-RNbu9(!ULtgyD?K?31#!N1ipote*G#6V`K@AclKBMCTwEFk#!N)+lqwI^)
z#GJeyvix~LsG-)$0MRTzAeheGLhKN`J5#zji(CHT=;%4c+
zxr&Nllh{7ttv-WJ<-@Y14OjY~tZ~zSa=mXPwi>b!5a6J*`w)$m=JJ*c4DZJvJvXN+
zX{~Jc2YkCI>c}{zCPtq!O!X=Szg`r6e>yU$nf()6bqXLx+E72lXRe~5uoe)J(?#wXUG#4Jlj+M}neyU@*j*Gr-PRA=a|Z5DNY72nAXsbzxQ0slHd_eMU~kBaNJ)gF^Zql$tA-P_KS?_9Ge6cvns
zR6C()CfF5!PJOyXb5zVM8x5!NbKdkTL4bD+#jy{J@Z;8kbi?>-$&~-*N5J?5dyU(lj{644E;?b
zt3zJxA9HEFjFmUN=@4!0Q;_@9K7PD_QQcxwQzTF>qO{pSqpvLGf
zFFzShr1i#)za6%fy1PewWRfx!rcp3ueiobjGbc}WMGI_*s;Vm=XC?)G$$f|Od$JM~
zd-Qk#R=N%}c+t|OMy&Z?!d!}N-bv)B@jS#P
zCR#siQp*k@Q3f`QN<_hO=kTjn@g8)Y+W$)RL|z0|WhE{6v$T;glW9$2@FaPmXqAcd
z7&<4b$XgN@#PXQN_rNd&?TKRLm&0}R76~~SZ!M&J%}VY@n17vucBxPgCBX{~*ZGSV
z%UE^5(?`gyY1A?rNklJ)2R0oSO6nj_BCUR$hO-P$3}cJLUF+?rrFQ>{l2oYA
z5&Fc*=*e*U!WZk|vkL$-T6{V-#zGW+pPH%mIWIwzWQuwryVDUPg$1WuC;uX;X5&}PCu<0ePq_PDloP3a4ShsGS
zCE-j`aU|H#z9|xw?WPa4Cz<-+zA@m-=rJgfGS*5a=SE;Vrlh3gqSeOK)D&^k)8X%s
z5eZ;dQrKiNOFDYuMD;xL`G-6AwwF5H$G)kxYL{vuT(x0?5FB?IF`2hH#l~hJ<$m6-
zrCsAqmMuGgpaWwWVf{NPVO=|~XKW@UDH$?~d4a1BQdFy%%?o`CB`ZIZyW75WRk9MA
z2;o6`s)=45RyiqI;XZT3J7P-ReH7|G>M7vh3I$qe(ylSWw`l5&8R;w5AjWvQ$2qEQl_DGw
zB-$X=2>r6P#C}jqp6sfXlboCVETlcxW>x=Y^MEl~ALtB_N@QGeqD{N(Md4LQQ43i@
zkOpDiD-?iv_YxPtgefy-wB?&Lr#IBDEnq%2f5C!e3Od{G&p4|SYHbO*C=P34A}NfR
zgm4S^g>_9H=kf)V{_)UJk$V>+cS7UO*Y`>4qyYn3AL>1BI*Xz^@7t&01(t|-1j{)E
zTkUZxLWQJ>A@2LsxI_ji*Y^{LF
zIN#KC2AA?hxP|^d9l0bfObMs(@dnTHlgxh*B(5qtmVS9m;s1Jr{9fBIq&lR^sHf+`&XSFIfPEa7%`_eOQGA(_`K
z)D$35?5BEj*V+dus8y)R(X;2ySy5*@J9!n?%~n;ke5{(P-=$UHk;8}g9Xj-EV&{Dh
zlgD?*ix!1AX~Ke#TB|`R?bS`x3UCM&*T)HHUP2yB^CnzMXuN$DZB}1waPkv#@oFv57sXe4v
z_x01;)63vc#6@5yuC&wI$3-;(6i#s<^todk$s#8BC*2-wq5!9(t1zJW5dd_
z$(US)DbuFOOdhPB_Af2~X#soj8GI)j^%nG`MCRzFy+O@t=$6vweG#)$#YaLSL}qv}
zTuq3?{e&oqQ2Sybb)^|6#L-010Z<~*JFZUJ|e${A(5`XfI|^jks5+P*BX{nlcf
z@Av>kMMaX(g2DJXX*oALnU^r-MUO}5#0kqQ_PB)h3OY36#~(X;R#tKrz08xRPF0dC
zBofoO-zQF4IxBvB6eODgjA|M`j%=10JX;ZQK=0ux)bMTT0fl9!LB~x(mYdHVpC<$a
z$r|Ecv#&mN=1f`Yoq&*#HYrL%_e#ZAG&}7$5xXL=$9-bchF;f%ckQ!BguzdF0G
za2ZIxH<0yC;_I%mvwI$MI_s%9=4veMAB0VZWt^ME8=3Bkio!oS^X1EjFuuK@Q(F;~
zg;pD$Awoq*qWx6Psspzq=Bqy+P031x6_;M$>j_puDFyw-2Ydr>Esjb5i4z+$dLPx7
zN|qYGx5<$UIbi6}c8TBO^|8GZN=&!}2mxQzJTY%iKdFPzqLP);gl$8Rpcj^Rl%|sx
zFYY0B@NJlPv`bL}FO$jtr8`TlD>~n4D=tCGM#*QdNckd#Gn+|NdcX!oOAotq&STNO
zX^k+)58t61x4%Goi|iz{!Kj@l6J_rFnuAac%cOrJ`nh@f<UCt_z3Y^osQsLgvmhB|qC&}qKkR%N#WOCLNG?QZ
z;U#^2SxkHK4oXUoU~)*kl)X#!I{tf)uNuRLyB|5ydBTpev~P2bjfK~^aAbLqn%Wkr
zI!kX=UEL;kh1K`JM@{0nIyyS4XlNLh?4+7ed`VrH^!RZ*AQ!3mh4Y}2cR&b1p5SYU
z0IP8NVC}Qb3|KlK1_i5{{O3ziQ~lT($NQe$$<{Qew=XKR=Q0CMDqwx-+7N+Gi?h`CfTL
zZu_BhD%|lJOU|S(Mnf6df;Jeii}Zuu`;ehS3v@F$sz}nLm$H4*o1}XUQ
zqZ4OEGbQu(CJO`tD~x-}=`=g0$(Y%vRk}`|uw=$cn?Ek2Lg^TFwf6bHlBmN5ig5Jg
zNqf}KBBG-`_yT;B)C3VXaPOLHE8~X^JjX`V1Z$_DKA8XQTe?+^Y}*ISf@Bf$w2G8@
zsX24XTP6g&F)N^=Q5#!gRn892$?3Fegv0k-ni-iJ=cQfZ;&f@pWm$~CdHn%+P$w!&
zGPRzqL>EN05A&F
zFYAo^#=E^rk6mFcLxUj-86ju2qwI|^JHbGx^36ztLn==Qw{$8(g-GZD@!kr=;`3!0
z0~!IuVv&`VU^rxFW42_;KEjJo^ryhq96NR&GRR0L>Qp;pR)iv^CFCFbk-yshP06_{
z=hPUolc&%LgouUhw~zuJe;-3cp<;)Z{PXn7At6&}x3V`%v7AlWP6{j7K2b*}DK*tA
zyUVKk!fTTJxFT_wP_^pZPuGC9oEt5hqQvP-Y5Zk6B_d#Fj@c}I;g<#*$zACCf}^3N
z{K+mp(Kbhof|1Ixki>}cS-AJ3+;=q#5Jn>2Yth}R=jYKTnBJfqqx)@zT-vD0(;(x+
zLm5*(%E;Se_xqGky%VN)b&ZXNWOu&Wx_7rmg2xOTkhb!!{Xhhugso-3zCk2-AusyA
z?+)NIM8yl-hEAUE*wVa*Lu8-ygB^(gC|xVFE`8Y8GJJ`dn|1_FfJ@Ui-I%oM&@6q#
z?S=59&<_vTYui*+WshcVJI+H)@_>_P&OAVAoBUCnA>RA3nGZ`F5EVn)>>-T0qliz_
zZ7*81sOfUe{yrTaP)<@3wiSAoiMA6~Qp>UoVX$yvH`~wlasC|<(X4e7B33rJLsGpC
zI$Sn6ZrDlZqnu>Oz=56wxfzJz4(xw*-1%!2bn#cl&Am6qBab*`#O4pyFaRS<&ro}G
zRMK>z^I69gjmB(8sH@gDHZEMWsJrp(J&>@kf)oS<;74?PrkdKZnW23BqEDZua8`oR
zdF|gHCH9L{EcB|MZ1(?6+!eh$?b4uZvFe=l>eayh{W-WmYyte4U8xtJObO6MGHTqo!4zUbS^Ct;lU?L1
zpC01Nswo`&Lb!~{HC?uB76PQa*%@?|PET9p5MdXH0@385((Z2)1g6Aj$b=;sfjLAY
z!_Yt&5Z{sN_@QXn{kWa$IPL<}Kt!^rtZWX+@7QC%Q~XqcLeOd8S`)&Q$%MpGTvD1nd4rW>KgRDl$5RtV^HUdXod@l30nq7V@GCCzgKv>BF~M-uxAYpG
zd6c1vwav@iIMyYs7j~KgS>;
zI02DqUO-y(#6g4hQBZtg?-WtC@n2B^_Vn-&HcO5@!3cR7(O5ivMN1sT(qp)=Enc(;
z^N-p(AJOxO_eghth*{KB3Y-2Ml3wHN`aDWa?IwQ=(>198XzATdo;7Sp+u7_81f0ML
zw-{XBs4oA4BR6!|umj>lQL}XK(PJ7N;TYW5*i=>4@BQKZdtSCT%?ifmV9_g9uKYrr
zU1Vl9Q!?JTzxAFTQSCshPay8;e4EJ5qna+%DCO^$Z1JdW$n$V`F@%Uv>pfGgKSr5+
zp-)y=C(fWj#N>Uj06kNb{73U0L7HBoTHXKRu2f`Y_w#`O^ZrIZxxN~7l+z^c%Py{W
z#)S=#K1i-k`i{GH9jADv71|GFU?!LoUts6*Zr!?lVJ6q|V94XjwV(Kger-1lS$Xa1
z)lWWW^Sn%7WM>bcG8V8S`x*8PT06?ja*^spw&(&TzGCIQKZZ8G`p$YNG<20W!G#;&
zzlD^eMsw#LqFcFg@uHjW*p0J*VX$`BiGR-Hp40!>-*`z4&emY=Bu+Lb>2bvYf}{ux
zplmPEtQ@7K6$pqs=8lDZ)BU4z5k*G}om~uMv$L{>XlfosE>gUUZu4E|ws4lJrvSx<4j+CHn~43P)9+NFLF$WVG?^NVPTt4YHw)Ixs_JqYb8&z_wLSP6XIsx6fCQhjyo
zJ;-0vX$3>@#zC6*Sz2D6e@=D0#Nfq?7l?@KPXMa}zJKiPpBOz`u2rz=$cTH+Eqd&q
zxIuz8m|CtE=UJ5;c=p(_q;$L7=>2p%>%r(QUAs0LtQ$kDb
zH}~;%*D=@_!^ZOgZ|_UMHf!z+2a29%zY)ZZhM99t6?H~aS{U_$E
zdtWH#egV@3PY=HWI+x9H{laP4R{3dKE+$wbSKd3xwR@bJdU?s77C8>!*B-|u0iY1#
zcFet?>jPX^@j5*Tz7uwDR%4KT&IPd$!w68I(5qJui0J=KSS>-Aya43?cj&%BvaMzY
z>T&ml2>x7uz4JiV>)=&y0~u@IsZ$8l$@kCNf`Fg+bZ&&D`hhA3B|!$}v{
z6_1AyyzN|RucyO#FW%mAKJ;6wpCHd$Ws*|j2a_^!p;QG6A>51?ZloT
z&W{#@{E{{#)9?KGyNRc?gh03$xu5~}Y2)dcYKUG==SDCunWJGIr-GJxRZUF@9Ze?9
zz?HZ-KTz6f6cE8$Rw?uC?W=az7M7=++o~3J$*H=QDrW+kuf;`0nPlF_NlD;0KjCoe
zU4%kJAU=G!6YigxoCYC6KJ}+>>YUlL2k>BMGB<6G<;jDjZwc)F;#&+a(dx<5r$uht
z`u6P`b?a6Le*(3ho;`c_&W6Gy!hvv~7r#z?Kip@;4HL5)3YDtH&c1z|dr?-bgCJ&Y
zZ9Nr#R)O{RKR!uO`qA^)x^>tfD+M8|8?X0KreGp-vQf!dfG63U(onvhI9NROAo58j
zyf~5f#HAxK{H!XT&AB-Kc673DZDr*#o!%cld>E>)?+@&^9rNKrD)40pU?+
z(VV-S=@zd;IV}psfdgeE!f{(OMc7dghXZK5`M%SL_-HpjXuaD!c1K4}5@_2#fI!N&
z%$sYCf9O@jcX_&pFBA|M=*l){3*0p^LCSo3dFi&z2MVJz>(6oS7d-~_th(oNfM-XZStk{%XrdRaVOrSI9=xu(y@
z<)u?l+LlGLjoXWi>`6$1de_<6*;zA1lUD439dL50q+dvE~}>|
zM5nwL2TE!DW)%UI>)3(uo;`z`JJT;22K-XD~I(rH-SnG+}6shU@zsSvXwK+1sn
zJNEh>lmc*1PeteoG=(^W@@eOQLDzzDQ_eUb{c=a14y7+0l7QnR+LMnzTCJ7wX4%rE
zkH7qc>n8-bK^3J!_iG1*gzOUrpozA-E*w27!483?f*z914L{cl7?4j2Zs>L3Kzm{9
z!L(B<^zG~^uW#?WS1)_xWclpn)Wezx>b`mRPMBm-y1Ish3?g|s;&FM$p}ZgeRg);?
z18t*uHweQjq_M?B3Q)1&^XI=A%r5)!Ch^pH%ys!%M52abl!I+sd4=
z1l9<;jujGgc8)(jNiDJu?Ge$^6Cy3W19`;d+MS%GFRlF8d(NI;B9yyw&G;Qta)gXWU{m$~Uc6a>t&{gW$tdZ)CS1699MKE7d^$
zm_{x)$3V)e1A5597KLXa1l=#}uQl|HzE*gyaKwFQ^LVHIgzm+Ix@m!?0ANEsJyJadD~lizOl%tHgQ)qnv5<{5hY?j%7>!4+4_
z(gCw)&Fa#t*RXE0E&^InR*1e2JO|^8KyXP#MMWo;He*)5d0bihiB=LGLL&KQ3zkrX
zvx>a0PZp_DLAMrjG-0d4BiMQ-_Vz%{UDdtW3Uj@1q2Ce1?YwDPsz5EE_@HUp;#$?*nK#(kMrQ7RwHzZjwaL3XmJ=GK6)gzPU(RuFOn=(6`hpT<)bmq
zZ43t@*S+Wu9^gOQ(DJ{~snA%WFiP2Q&F>){aY~$nsCQStk+Jcb;zc1%o
zsd}H2;D;D?w5<&*M>QK{Z!=NL$6icO?Cqz}O0kuCdy~N4;aaIyf2gZ-2LCE8wP
zbaHo(W^(&QFd|7};dX#&t)2pbMMSv-183PT(tf14k_>9=-hF1MOq_TwJcf%Lh(snY
z--S)N3EMuq&@`k!Ed_rP9xkEj!qlnNtf2s|}pZf|t(1NaRX
zaCp*cF|k`X+j5y=;oun$n18v6la5}&$Ef6fxg0^9Zk&z&co3uFDdwGbB8sW?+)+K>*IBt!z#zG^Cr)&O
zXR+d-I$2B!YfnEZK&c4?oVtMv%?#mNa9!{!*L3mS`k9B3LhE0FDNq5|py?bP))dMa
zm9G1(QwsK|+&`0XexeslG2zL&4xO8^cJGG_82|j~QxAWCWijgI>1G
zz$Gs;XMC}4lkCVuuLFD(VJ*cp<`}>@;1ZtZ{%enSm7Xxgd*mvCTR0|n44AHyk2ffw
zg1IqifeD)y5H4ap%IKkEPo9bxmF+Jf)Z%RPSJJ*gV(y>F9MHO9hzhf4IOT2>{p@A#
zW3mbSHyM171nm@F!_34I%_GfGqkv9nu*D?Issl$aZUxd#jBL_R#N%Aiol*{hKv6Y}
zJrZ36H(2~z;A$ludo?91Va4r|^KAm-N4~KaU!I65IzOgS4PkES3Eh4@+C5A|Bb5+5
zK7&!cmPpUSs;eeOx@isScCM2|_+|4TRs%5LA6B37
za71IQ`1RzZEyYs}#FWzga@7BHN*Zhr7Gs$h}7MU(30^
zm&0Gr+FF`ejgz3tuwm^%_+5#7Y?CHsbP6b$C+s&^M(m32&~drtEv|pMSHt$09$R|9
z>N@_V7lAD4!GqQmI!W|oX(LS}!nsmYQ`3dI1tc=y%9Z_S#XMP;kNl!^%Go(be>JFd
zY2=z?5_;fvJ+qS)>8;{!HPH7bBBdn$JVj~H_3ItbhAjA{$64&GtoM*z0BQrStj$;O
zxT$7lN@92hw$>ki0IVxQ&qQ`ts?N$g3UjIp
z*3L8xuUEf5(nm*NvRDzcWjSFwqb&hS3xA9;V@{s&r%F(=a{ACt@d@W#VA)K-TFt*%
zOGSg?y)2q*aJO~x-8}}1QE+OKFxV|w{Y#`&KB<_cF}o}z-Z2a<-rC>q7*|Aixr0IoY7E-^Dr3jqTGH#+y%Fo1
zWo0MFeiP;tK)J#)(2B1|eIjkufslfg_3@#x_?r^Xn2%#iR=sn~=+Ry{@fxEngSJr6;E$b=U($Zs157(=AR(_Kmm3Zy^*gdj>;ILE*K^xI`ZHDxMr8%KR23tM}cvGo#d<1XbNsSU*BWanss|##TkSaI*K-
zvYV9ECB&%iH|K{6Jc(jf>ZNrP?xonDgn7SeKi}|u-#&fnCYw-jaK4xgLR7*+YVz{s
zy&-<(`%WrY@B)-TT3UMZ!87-Ae~nGi)zW9izat4xwMRCMAu~?Mg2MtuGZJuu5M}w~AmIJX$nl?Ff52l6dS;Bt}s4S8K7fD
zJ9Ew)>G}A&mX~*?8(@G*!MHiF2)cpk1lh3=06E*ZH0|1z)FF41X)dzzrHZ%`qI`0ueWEUr0fgt`{kCNb8{bt#Ew-(
z?ZBQo&{9dXzkNdzz@0u!qY)5A&=0+}$Z~B&X-$<$bl90<66imr=IQN2N#`=8U2jF7
z(vS%I7w^br+h#1Q9^q|7b%vjmrhU;&!6~DMOXOZcSCFH*7ZX;%ye9819$Va|U8y+F
z)E1if4#+4s
zKO8SZuUttY(@?u$_&yMCE?gC>YpHic!arqMUtce(T)gpg?srZ3
zO~}lA^{RMG+fe!TyLRsm;`wlhUFfqE$KKCy#6vZa@{0)%c8^5V6?g9urqu=y9`|`-
z$7erAq_(tKWj7I%O3LNRioV+q?It>^Tf}!@>P1s-$hgy6t3%%j-6`$fZ%u^X2fyGU
zgB4*crI}KJeQ`y(torWc55;?4FNKpu872iBDbX$!ds2ZHFD@9amWG^#&4@_@yS8Jc
zuTzRr?yZgKH+A3T=GqS*vnpJesgdQI-iOL1FCCgOzAnQ9CQhnzudGT(X>t6JKfAhp
zzhiGGn}|nt6~0|GM}lO#VZ$)ymxP4_;=Cs%O-}h5iZ2_8mj^~h|6ol}2-%D|SN=eH
zk*Vo}ygX%IM)4k0rdq=w1%Eh*X4ldQ&c0a*oQLhsQiL<
z-h0KkedESw??%*JPk6gz)to#h^ZD~7L~`ND)by6-?dze%TR{f@%8hOZ4CYRAL|2=x
zF^>%7Wj5l5&D|Y%8v@e=5ws-C5|}yihq8C4X0+N6o$sxM_KMq)#~>$;?}K5ISb@EY
zn$+LlV&w3f6u5$JNJHOup10b(uo>AoN0-5tzeZ9I`6pLCP^`E5H&ES;SpGs3KAna
zO&;J$%u`j4&5W=wo<(B45v&jaMTW41M#|CAdJO%@2Q)nbd;%DU1eyQk%g_fMChcuf
zVm0Y%PT0&YXCM1CwDjelk|BmXDYb!!;z$k&Z_6t&qs4Fd<8=
zPftrTprQnUIq>Pz>L%6=aex{oteat>2rw^-VirneDsYt~Zq4hPH*X4mVwOo-IZg~y
z=lBwbD4><dgP@`!*9S22cTWP=sG5tgiGA$7NnRXkFQ~vE46a2&dG#f?p~a9NdS=
zD_8afr#EA%*jwcrbSH`(*iUcbc83
z{TX_Vq9JhQ8Y?!H78fUxu1h9Kfh`t9I(z6**ujvrTdxCkY0RdNLZkCU)p~e5-89&y<^`gZz(|HG=+CdWD{Juexsvk>Tk&R)Y}6id@Yk9#KP
z;4WGzJ-m|};X!)Cz{TwWDZ^R8^E*;WSRG;?(6yf#08K-RzgH$lF*tl=o6W%
z>^8a2RJ+9cL*~snE`)JXYX|9chK;UE}`*GW+3tRNdJuNE#S!8AFqan9^GPmvM{gpUCHdj&e~t?BX^ysYp>Nu
zl<<&Zw|+AB|JHf_RvpozNVRkI9p4Z3pKi(`V#&B`dfPr9ol`M6>DT1V!Rv;2+@hsT
zdiHE?$%5Z#;8Q0kldm#gzuw0+6MWP;hkM&g+O-v(1Q_E!g2m&PEAwu9lq#yPZ~>Sn
zuUfJ(kfOvb-Eg-q?%EOLZMe08a||2{R;y~-xoJY7kN~%NQT8}Yu4lI`FgW;EY@v^A
z(mu~hh_DZMpyFo`(`gC=Q2^Maz1S{oyj*-U{aB&m(S!pgClzirnLDv8PLV&A=PObv
z5M(=nNx*jj#Jf||f+QBSP(xs0YxQdQ6^2Y<^9u`G8!U+({Lr9VO%7G%-A6MZ+*t%!
zI919}Z+eb{g*0f;poqxGB=ik7*Zx?^J8RABh3qpKsHrZ#?FMyu2xwDqI}@uGNT$B*
z{dv&@g(H5EXFMYuzHQwa25}ye0ye^jp}s<5^@;rqi6DsTUO=NbsEKh1wP^gF-FgmU
zqCq|^`~Kagq#BwATTMO0iw;=Rcc-Hx{QVRq4uUWh1Yxm+Tp&7vgrjihlO8_wNWFPt
zIxeArFn1q)5CAC_sUk8$PRD<81biQ{`msKX0*CtK(a0+w*M`4RG`^vysyKgZ3hj-m
zii*VFsj3}NnK!p6fFNz@{aAW|zEhp%?LMdXsa$u=E)I{2>%%O{i-JdV)P#E!!p;px
z=5A+ln42K{U0pnU-V9HBp3oGwFqnG%A^MIVpEhKLN4)UM6IqY1DeO#f`sOyh+&%eN
zr}-Aeb^Lt<`m;A^j1kVf$>0B;_#a1w!I?#HzSlgRoAL;YbD(yc{o
zcr{EQ$<#?sedXE@qZUreg8dEkhiV`n_tJud
z#=1JOOR=KMu&1kFGci-YD=Fali`FAHHr8A77sE@zx>amwSAID-IO+B4)7fWO{SuYv
z>PRIzNSTUV<-inEAQ7arnr$HXtjoVNdd%oDU-|n{i>8)damG*Q2b4V3($vg9eWc_5
zQiwV`>8sNH)}tq=q_tW)IwnRcZr=5UD_1_NS6_c{_OY2Bu+HO5mwQHWYdk>%ynEMC
z-B7W1;9^1ZV4%=e=!iwn+qI%s*KTz*OkD1g3muf(pFdW3#7mSm`dzWh!vwN$$%2G4
zGof6I83lAZH#`Ax>o^Ds3dGQv6DIkprzGv>OW{n$qs8@TS+Z(-LQu2^
z-JtFoj9bG63dP}0IMe%hW;uie!)enzZD(E57|G>*K*+O}9tXzAZ#^Nu=6?F>sg|p$
zHKqH1`f+U2Y5Cj}$B(-aGC#rV(QT8$j{~BA?w+*I%S(7uLUy0x-q?tUvVmIH$Lq#*
z>)Msz>RJ@MQf$_>g*P)&TMR%`lrqv@&X;`}PoDs%(RTeQ_?KJw0L#>kHcjbbA7?v>
zNx3D884xRvMyl5bRp@CA-D|wLl1JvI)rRBOQ|>19uBbbe_xzN1@l7`YJOw@Iod2uW
zjqBGv5)$<3R90O3;P&f6mosxizdf5Xj{=eEL#zoo-(vX(rr?yhb2|b^gFmMbqqJZu
zF+d2Ly!711sfHsgnrA!uM>=L}1FQ7r_*T@^2qrSw(v?44UAK#G?0)UqaBz~l!H>BI
z0q9?PssqnVqr`tfhad^pr~@o{Kdf`;79YFpkdBC;7}167eKWcbY^moh?cw`-A64B0mfrg&hu%Jn^p
zE068aR`hTNasIT2QLhMxVt{Zuo*8Ae_qwc&&I^wY=&0I!+;S3q-@~w>GVFcWyGBKn
z;}I#(#zu+~LF)y9P)xz7w*aK4)0c!*-w%wg+2i>H>iqaU4P&NzE4e}i^zk;O%2UF<
zE6m~JSPOv#={b#uS1(V0
zNjn+pk=%;@^ed$LjPa}dgz+??!!9ZNXnHAJu!_o5WkcWrs;!FJ+8G3n8|L?iS(!Ad
zJAFPqL5vMXkA47qAcA6_Uo84>o)^W+C#Mwd8mcLRqAGEm6yjDjC*lXt#x!z|PRFh(
zlMnx@?CyfeOeKS4>9qhEiPIKDG?dUuoH8UR2g&=o4CE`9rUgu6BGVDDaCgJ88d
zJ!|*<%e&he488NNzJJZ02kroOwNElDft{8SX5Tw%%_aAn*REW7wcw>iyi-pKZG)*(
zrNL~U*57m3)3|ZU=D;%Ufb|OHV%vs1xj%JAcj?vJ*y><|bWw_oQQgW3HL3iO2)I44
zajWO_XhoTZhfq7lQ=(O&^Lqr^DZp{sl79Jj1G|hGVboT;wz}H=;KA7=Pc-w?aCL19
z+*)J+_qqv8kY
z9P&VG>W0ranX+FYpj?HvfU-$qVhqDAsNk<59%d?#Seljs7IH8(0r@_v7lh}}(9qn@
zq@+lFOnK{7&*%A#cNNpxHBKM>f?5_^)z5e|zhUBnaJeNWq>H$Yt;D{X_!xKh|NXbi
zOtnvyh8|I(8!;PE;%gmfr#h($!FkC`vuc<^Dgf%VLn)XDWKz%lXf?$8mi)&A*oIs}T0k?UYAE
z)#=!M#9oi0cCCm91u*34#3kChw=vfRrVf3zCTY8|<(t%H
z0x+=4Zsp#>M*S1DEx7BZX6UzgQ_#J7lDRnNY`Zfl<7D1#iXR}IcX}_Gq!TEv-CGm?
zt}IBLEuW}r73SjY-GT8W1$6TqZXb~1X?X=`Ka*L);y@NXX}3P7V~SGF4Mv_~_)lOE
zwH6d7$EFcU{TB%AS4@cO>g!d943VXCXNz>zd7r?qT^oLDbZOOQcIxm}5|K@$rSsu)
zy@_7m4JwEf|3*|F%S&agDp}Y!WG=xAojG^zv^8r6iOU0H<-)54x$S4M2EsJNEZ#|{
zRqNKO3I}bDhdzAx(0~Y#x?BF^eN4jUTy*8URjAZtbvZfCZNZH|!CmJ%-#=}u%uZeH
zG(35Ml=!>y!1Q9Blh=Zpg03)(M%rJZ-E%g~)6GDZaFaBG7S
zrCdnKVt!C=RnVI|>PhQ=drAWIwjRab~l`kJ}>)9Mge}PeiKPocV@rVFTF@>#-0c8
zwiMHW@;+WIJ-ACiL+*3>kJM>CFGf{$ma3XHS;u#{cF}`z!J4)1$a;e2ouT6@az`xT
zchWA1H43m^@1cKj$LKa++~4icbI>Gu+y2L7Dd{$L*`kp9nwvl>d?MZ9u(vnYCI!^S
z=A-IykleWOxS1!5rZ42#v{@
zRs{3Q;*5bByh(7@=PP*dq8`Aci1m;PcMqJsJZ(&OzTBT0=1}j!1Jr(2RJfc!f8P6=
z;{0wW9=~{TEOxcnQfARdcVb~;QmlT+
zzPY)!vsf;kdrkleqPMslcsnA(07USvijA0-+l`sh+wa+rO<_xXdaXM+P3QeSLeHgaam>r8DVuZDK3HT?U-S{s{3-xNwd
zK?D|aTkzrDKR4!Y?=bYs%>{KAC=pobt{eD<>6&QHlBWhXbEe3ju}j7#y0}O{l&Y)C
ziQi%xCy)mMG=&X%r@cTCMcsXSbA9HDlQi=(uwjw(XvGQfgndKDvX23%60EzkQ`L4cyahhgU#gBvCH*i2x_muTW-CKHBR6+1KZB~_1k%`>%*Bux)yP!CsY@o;Tl9EJxhHbvPt0HrUo
z74tVS=HvhMKDl|;vPewnMg~o7Mz`MjxwRB}0yNMk_us!|nbeA2YRjsI@?e=wK^peK
zfqlyVfhTmAUNsph08o0d?8w}d#+7c*Tpg+%Yop?W0^sapl3)eo0f_s)X=Ub;_O5cl
z+69CpHolF|_p+2~RS3<}8fskC!LIXzR5uc-sKMoxm5)HT5{I8HAm&O(+jSZ#{T!@j
z#3tjFRuv`X<@UxW)Ccdm!pkhoH7wXk7>kE0c4OnonQ9^<05}L#T=X_nNaIfbo_yVFt`
zj62??6i7@@mxF(D<>n8EL*-t{cbr47IYCHD`rO|_JLAq2yJ$`q>SIf*k(nh
znx;)wQYGQ@AXm0Oj|hUj5=#U}1`IyQ3b`&@q%Ne9m+23G%WsKqKIG`X{Wsk6p5so5
z*&pSPx0d7X-CJ{IUdmcfwy%QcqH4Gg3aug|SQ0;*z8)|QF|;qqLD>
zp96)TcIZ7mr1RWDtN8x@Zbiyfr|+^$6Fm%al5@LV|8;4764!H;jg1Vb7{4e8q9^sN
zSf3Ma_3_hLnm+F!c1ose_)dA;9Oy~6wE9K#j&whf)6tGmwH`XQ?<`#-Dc1kXLLX5zAZ
zP3iOV8xDRdRc#U5RYQ!9hejIe^-bWv3&KwO)|UM5ucl5cs_{N}Fo?swa>a@}9A*^1
z7k00`pk=i$x7-{l7iu$WPBBJ|kElc^-QH8=@UwiDe(d&dr$dj0&{qjW%-f+V2n%+o3S{-W`pqO%|V;{!bm%$Wi
z>z`2wjT$h(ok|Or938&Y%jfW}4^mFXESscxoTlA|`r9)}fAr`Re5^|c56W%dwk?#;
zKoFdCv!<{*>q${Y%N01i7r0;ud|b@E(*VFLYq*Ki5BsSOSEl{()AuUs>gv8>2~6uF
z*9lnw-~P!advAk6%wW^lB*%D1;$y3DKO-hv>4f&tBSv_SvwI)9dh_)kAMhpW%}?@Z
z6&g1Q-Z4|wAkaH1rz=50hHR8j169Gf{)E<4B4AxhP?c37GS5g
z)hVY7(3*7Nxx-|vLu}zN?s5l$gtqsFV_w=SIf
z$scUS+@TLx_VSnwkC45Zk@gl|#`%~HuP*YTN}u{XpgS6+qqDSoKYTS5KR!7?rxpoN
z^fW!akP-RIi>|{iWaD)H7)+;N?v2NZVxrIsGT@Or?;|(8iExEB07bwGRty*AOF@B2
zaLQ}O9zG{eF8Y44bZLUciWN_Zy^DIPTnG+T+r)qM^L5%uDN304$ZRdzY{9y`9d
zscs8o=tH0cL7-n?2O5LyLHNsx?%0HDQSY#383@o?zN#++P}|T
z$}x(f`Gua){YB5JO@MVv=SuS7fr@_i3;tF}BU3!~KqS9BThHn_`Xilp!5ddMtdz8tr&UVcA{KK_R9YW`@tH!YU0jr!$
z!Hxo7_W!l$@Q||1K=)h+);DLKnl-S4w|z$iexdK#v*OQCWS7#0(w|QUHeKLt$hErc
z={c>3q34-1iuA-hCe7JrdjG~{_)eEnkVKJD7M6Ck!BS$-#M1ya$0
zMJwLs56lQ+N;R!&{jj$XC+pY;+`sJx(`vq-E8C;Vn^&wnptaO4px5X%9a^_)_4&sS
z^Nk;#GRfHjGvhshLu2K=hm?_#p`o9Z_ZYX#GPj<8=JtpCyU!2_ipUl9_{M0VuB0|?
z&q|}?b?7>6r5;;xbIl>gmfmC5CDO&3nxxo4O@i2wN<6OQm2+l30j&<*yKwIfnAy{o
zFMl`eOIXG|g{T!qx2UZ8=Pv!BY;ARq{)x@+$E3Zi_wW5!EM0i;r!%|3SPxtobh^KP
z&cP`8lcny8FJ^bOTI4*4u?ztEPw3V
zu>*JGBAw6KxJ7Xx-1V(=>E8SIulnn+5g?f6yIN`VUMS{z{Cce+L;i+!NEhN5;-JkU
z8YuAURZCt>T)Syg2Bq(TjlAbzx{)EXW}VJiBHOuhxc!Q|H@tN#r1@o6d
z8~^%CNkJh68z&cnX18u}FoK2BExRx+hQAbxx-03#gstvve%IcUpI6LRxH>{%_<|2A
zzN9u70L^(Vzm-8Bo={r9zPk7zIpn0;e()d1RR#G^Qd?q!b7+!m)$Xh3nD0LQ^Pb;@
z1t+TgX-x(ieS-UKblUhOMfF@n0vZ|{4~|8&dJxdf)K%}kdT+OXIIs9ycvEe4`@)vx
zSJZ#sn?Qwh*3a)L0d0}bQF_M($JK73xj+tRVhnT_ZZ{l(?6kDMIhG}GLmxHg?WyfM
z(5P#h&QWn6_c7g^**EO$8difIGMqU+V%#VuBydNXH(C?2hfPKo0mhw%
zQZCGfusVNuu>=U2w`9pd^Gx~*0396>A%du6KqZ?dDdJg<~{X+(k9P*?Z2-e>;EHny5*SRP;g
zy%NktNMR{#X&E6_B~Q(I1kdgM<~;6a6xGm%jQz>ZN51yY-wSb^t|W_=oGpnCvaXsVb0pSsRGtmiy@_h0*Nq#`@XR!G*+ppCL*X;Y&jd)bmL
zB7-bNDk=<8mNq0rDIy|Sl1f>ol#-oFTC|+kGrx1L>s;5l&iu#B)c5=Oyx-4q-}iGr
z07yrANyP>t{!XmcV2wY0_^^hDoCs*boK#Ac@r11xaSMt#x5QrgP6VY_W=>8J#C4yD
z36%BY-~&&T&-Q4<>w{?ugn}n-j~4>EMmMjOJ#gO^|54!zkvbk8*?q=QlNQ6s
ziOZJ%xwQwOXD3$~#D1Ui=1x?B3Nac&z=zY0LSeK;v7M$5*?C#=hQrYp3iAbB5HOKh
zc~D8Qg5vcH8iY~fUJz5L^+HO(OINNKA}eLMVHdpRTXG(Ha094)8M_#{{CQIa-v`Oy
zb^^J`0)w<2?gMp;Qfl3YXZp4EJU>y;t;oOCgLr!f{Luwpz9St+RABM=
z_Wk=`$qOxR1p(sfV;CgEZF6mHlM$dojfk2A5-P4>4khCzEMYy-__NP6in!{
z#bC$~W6Clp)Zl78k$j-g7Y3Ez4KsRxRAfjOr`L@WvE$~=KhYoj!H^UD==PJLI;w;=QVYK2DLLO>Fkkm$y{9Z^3#DtFaGc_%(WBP^ZkUsOBoV*CSjTA5m
z_L~mk^@tPxuP^%0wa3P+_F)R+9i@5|D|;tq>?Y(?;VT<5CqfaPq@}pGMXTXr?dt#!
z2mdpg`Ig}}34%Hha0KJzf}&vgPr!lop0tCYk#9lsz~3Fw3Z
z@Vm13+9M!1KJ9x0zc_}XTM!?ep*p5-=GlMGCWOAt?r
zj&&#V_z32nu}PRQhY;qU$PSxW*o#qzH%+j}%DASYZ@z?!5(o1%webJeo64ITw3{s8gc0^S@hZQfgV?${xM0S-j$24A`(WBR0&{Pb}xO#QR&
zzp(B>OpHrNc*lPmx4A--xpQK6bDBL4i~5KW=8s1eElmL#qZ=}qJh?f)wg4>-NQt1U)cA(22u@uz-i!K{*M(Re(Hm_3G6GEy6)f^okeO9T~34&CP}WP`aHt
zdIV!R%pyS>G*XBJlABNpEELL-mBBnNjG*i9kg`vjJbAZn9xsTgo5qU5_@I)wY`*BZ
z(GDBdtpl^~!_NTQDlfT}gCMP{jcq~x&Nna0k{m`(Mg!3kO+YeZ1;QwT%bo&;6ydan
zsmwPMf%d$8J6|L;U`33)?uMn2`8E2sGufKnbPJDOAaEeRHRi0yUEw`$ipY7
zv_pp_bPv3__4fukYDt!f*c<^;rxC?TO5tvQmzS51g`k@1e-CKNdm)2y8O%d-Kf(Rq
zPjmQvCH%v_Z6}N3zeEHate}o}LHf&7sTMP~u-Jy**pvu=v;=lHM!n>+Qqjc_aT-+xaqio1XB-uXsGyKFV@(zUz{HEuK2--t*~?Hz+Y
zq%e+hSUIl&xMVg!?<<2ajcgx~6e~U_46+Lp$Z_`P#-^k+v`n8G?5@ODD<(3#Axfp=
zOFF#AKpVg!7BRrR`Z-b$}DQ81R`2<`Htq7zb!@DbIn~!h4Lz6%G0Etn#OM
z@veIy(Ph8V-v0jP>xx3Ju08gNkjZOF!}-O(xb80H-SVYNt^3(x2zQw1D0_UDuUt6;
zd4u3S48<{fsbu`d!6@bDwTT^7e==`fh8|h@Oc+ZR_a
z{sp^6f*GuCc=ztz>Oij7CO-%_nenOgrcbK6*4ldqYQLaP0nW8Bs!H4H1jJ;+
zHgZUl;;;i6zwX0r@Md6<3-*s7@{2UhdruIlx^!(NJ^sGUM*jVDOInR{#7HicJ#-ofP5L8HHf<}jD5#my{gu;=g^u8MvZ+4
z@Y#`DtOn;`==Bt#qo4Z?Gt;S4L(x3kOiYYhaJTvW2M@}z9!1czXw|BVYFb2G+(zec
z{GbWF-$7aE;Qs+cVyPY!?CEYsJz|+=W>K`*Nh$67V~V?6Wauto!g3bD`{`ZFQ#*LLu=J}~*
zPi?F=i|a>SU7Z|R!IkkJU$AD)rCBMP#q>P<`5e1GuS#ZT-suBe$a}D!Hr}s=H@AhE
zk;~jRc4H4Aq78IXSHo>VY7yYZr&ZwwBqhJR`A(N2{~#D^9HR
z9OkaW7-Rf_d;e*wnz#nO_bCn2pOux?T9={ISB>)Xq|yj^TXBA~D}7Zhs}+wPKVJK0
zUEW0VGfC&q?-%b3kVoT&L6r^Enqf&vNhY6PQxw(J)-H2&3=Lcriyg{Te~md4ioUOY
zdD#!qW}1&^(&EZW5{Tc73<&m#O0j@KqMN$d9TspWIlarHp7ksb(XgB6zN7Va3`m!
zEn2i7A77u^?!ht5J9XW@r+6Hq2;;AUICxGz(fpwv!LhWTMl*E%Eo)9J%{HF%Ei>vN
zHy|Djpn#47E`v$4p`iN3U#nXUhsNo9ym;+-alT}Cc&@WR<{-};7LENqz}ZPxvkrv^
z_&JwiI_Qa@vVgEo)0+yPcNypi%<7-qG1!g+&7Xr>WO970d(|5M;x=_&I}K)dsnpxh
zaNXtnJ?HFmu`D7iewLON003mEw*${Kq+lNHlw~sHawy?*tn~0mDyC5WZTOUB>VD0&
z#EeCKnXg_Q6F;TT7p~t+w!FAtG?QMmt}VM%d*MFeow9^Jgke1sPGF>kCaK~I2-3QZ
z8##s(L5?Cv$3gIvf;U)pnyKx7*28l4nVhIF$1~nL#;KkjB7!eNexuS^eJh6nmxh=9
zma$u69+|bA^2EKiDrVT!L&cuE!4iz>2D!P|gHeN`;ELprbypu#d7N^5Mp@C3AYyPQ
zr|omBTU6~j7K;XIkk+TSz-D!@Zb^4eE*dMwG{DXI`3@JX{-rQgQ&G{_-z4C5`YJ#&rbBeGF>x$LC}!D`l}x<
zFDp9|6!ZX<4D|9|azqieVoL4_5HO~&xGA#@4R;cj<*-)qMP13AmWS5{U$>uq(#F%H
zu~(yM`UjYz>>9Qx6%uYOVB%p7(;1%v20Kir4c*r`kxn8^vJxULay#MmHJQNM
zwmExfB6K6W&+n1Ko}+I7bqT%lEi>#77AU6_^&K!^ikiN_z#MH*Hz9|3EbBIG=oH~u
zR^eZq_amr_ino^+&f1o%h=ic(#ZVGPtzVS49fC+a5&6=98OQFCO^4&UMrP{VB#kEE
z19RF0KvxPfwvdZf*9=H1WR=N;87{uw`>iHa(w)(x`-8)xPCiQuB9+qn_x)deLtHR&
z%$TK=z;VoJaz`jQ_oawCHnS6eTdB03GE>VGbdk(&lk?H29VbXR`Pm~Mt%WnlMN}>M
zjc2oT&Yb72?bNbke^bTALvNyjIKpyn^2A>whT?Km$3N*mn{)S!o$QT^DhKQ6`0=E>4_~zR)rQM@B^(5kW)N)eNug(ju7;
zNa6VaNyl)=MGnOR28^AvBaOi|l#DBA#4=M-jEx?qPHt^;Sl|B0n)3odJqg(tJqqM=tJ;C=>iOov(&0*xX+OkWoin-Qe+oMe9F9c(@j)
z1sor%9(;D|HspaG|54yvOEEo8m4LgcpfYl73(`BJMd^
z-TRMX?t3S{qy!nxuD7?NzI3pf72e9L(dS-XgG=iY?~DOWr(7apKTr+ltAeEuP*{GkQ+-LSulC>{Wb@df)9s!
zdwZMM*<4=K3Z~{IZa+RQC_K^75{^TcHQ`
zw;)~t6uX$pt2q5h14r1Ga~^r-prw($-c6zywkGP-x6JRjV#JdHw;|y7!?LahcnDcd
zyFO^>&?TIGsg+{BG9xYsHB$GiSN{yQ{zk$KWh@oE?kTD>X?4J}LZJ_A|LlisIVKme
zTSx3oh?Eh5&cUQcU*8Udf2qMyBFnAgX{dGX9Cq&h&na#UTvFr=RE0S#&*o@5+@~*Y*63U)8IPPo)m(My%fNrQOGlU5z*&_?Jt*
zSH$r}@%m#ia^Zc5I**kOsnl)W$6QC<+?do*pAcR**ALGY>Husi{00Y?^VOa~p#TSU
z$BL)~FJqeGljAq~K%KgO(~X7jqQFgC3jyX$izLqo$XXs{!R?1npT4L5ySE-D-3zN;
z4njiE5;#-b?A82s1Sr?yYGV+agP?cwiw)u(YT@>^19s$}jsE=`r!Yshnr5%**C;EF|Flr?NzY1XkIbausIiF2pW2{$h?_dO~Jb7#N0C
zGXQwu_wQ=Gk2npejeq{x7kLWbF3~L3z
zVFjq>1-||IwH@R^R-|PcP9TFEn?r`D<$E$ahWh&;$FmljUx*2n^c{o{#ok|m`O9%C
zW+q&{-%kIv_5Vi;(61R|Ck#gYO=%=ZB|8>x<9)#e1?~lunjD+6jhzdaD2vO0*xoba
z44}=|ZHwejG}+7+0KWr~?;vOEK1FFYfBt-#3v|(gB6AFJzqq~T%6h^jEk!Hp%4AA%
zU*`UyBSZoPye>Z$)r
zkg5w{l<#c-N+DJ~yd^PPCpxk{M<>stVJq-((hv9IU)Qc*p8}##l`yV&I<_X5^%oMa
zHvRnIH_J2=_bkq)en*-hM+Z<_psIGfEk_6N8^t68gU0OG8hpPMm@BigjRBuk(l^ha
z-t`id0lpWg3h1Mh1UdO&DOa
z?H?4
zXu2=THsl#o7)1sWrcd3k*?NP&Mjz})_~_6S@^K4_CrIe6cQ+Dn%ORg|8y
zK#(x@u^l*4Q|})W_lBqlnd6qihI_LE!w7y7+JC*
zHm2JJURtrV-}gcS<9maySZnRZQ-P~pc&u-!s@JlCR
zP-KQ%+SWLVzYll8Ggx}ip4#mA_>JuuGZ%9~>VDCM68UgpnR?uMJ$}InAN
z`3VBlHkO}2;TE!^SB%0i@jFP$7CuEuNl84QKr?X^N$48UGHs=ei$i?7UN8^TqT+4E
zgzb-t3UM~X_Fe0JrfR@tRTX>Z`u=y18Z=wSfa
z#187+n~}&EC;KMxoA?eR#()i=E4%~{0m>PwVXAG}`xkVBBn1?**-sPrH{ZT}`@*aS
z9D6c8V00DFUcde;>pOvKG2$=Iw2*Gz9dbDNvoLz$n4N)8q=;{AK~X8CJ8JvM3@tGb-@&8ERLEM!0>A}nl*cv&YT
zc&o&ERa``jE~Q4n*`Vl^)HxJp9h909R74=BJ2}O|XzVLPGfTh!{$(u+4~Gvi4O)Mu
zMQ{1^QdnD4|9jejr8+xDQyq~YJ9rnTYM6={I5TA4q5w^7_Ui9$*;f<6r6~DY}?O_DY#Vh
za>I=>k315e66-La=vPglxAwA?D~C8uvdr;F{c6br5TO-~JVL8pq{IO#6-D3eZn+;N
zqG07wjK^adXvrGbVv*-D`<|k+@k?$Jav-`r7wtrjslQHRf!40b7
zWlQIVJ8Jlgd=WoTj-oeO_?A2K#9N)4m^Wi;7*e?Xb*72qk523N9>MsVwe
zsVCjs+QNh^CY5wS2SS{**jE&(=i^r#o6K-j730WJE7JjK1?|P|nRB9aM>8o*#)~n5
zsDI!$~UV&YmshPZV%Vxo;wxbfE)W
zfgB$73a#or9cI5~1WYvsyNj7|@(sYxT1s5Uj5_hBnnECl&`D75F?m8h;Ky*$QpuvcG#?1Qc41G9bt(g>zSEiB;K@f&Rw
z^Zp50cb6Y)hIUaZi71g?4C4knI<<_ucV$XI^*36Apx*
z7_NXmC{9kH1+onuas_NbkN{wlh6lI88k~!^gj@~TVKA1`WJTt=18dyVT#uoh<1)w4
zwmIe_QV|*jv^jk3aW4IHnkK<*m`u)P(FvtDy?sQ*O$c@X8r@xs7(~EEW>8J$vBc8|
z0UVbt3t!VRtz-g~9GAnZIu|L%a$qBx`~N=3wUzHE!PS(N4Jj)^KAiCPPbR!GO7~vS
zeV~CWIvA-E4GGYdfR!SrfsrfaXS>tCB~`!gcJ9oX
z@FC;!Hh&&M;n&)54pc4jX!*<`69xoNqeaX`IM~*y0B@3^4k9{;AD;^BhKDj8pU3FF}D-7%e?k7)%GHl7Ki~991
zhR=In4IeI@D5{=;Kj*rHbnDeCoxxsdP)P5EIMZ(8P@mLw34PTvI4!lw`Qgi>$9ny&
z`J8ga;)`Zi1+I&Nu1K6OyaL4nMH@`h66)i*;*xmd;^g;~z*I^NxNglF*$a|#vvvFS
zOGG9G+lbK8pT5?S1F6=b!z5FGVHz>(Sh9F=2DB%NzmE4WcE0Idwv~6&k{j}o!Eqj<
zh!>$jMWu_DsQ2-X#5&}Q?MP=fVP-ufEYR<4JP;fd`COgW~ZF@}wqV$_N`%cB5ph&=mNU!9naOEpJ4(4(=
z(1l8Y_b{w^7%0^xV1Q8H-?Y{ke5{l_z~tr^RwyQ{`zYNH5=lzaz(w&@_h`(GvewK9
z@BXB3*n0}N&#}GUF~Mr@P}K5wXWY?@pfz4ZSs$dTMY^sWd5s!HIe99;R|%56YBJI@
zUJ`4Ll9e`+K>2v0Pqlm+!bdo79_F*xzUS~oEm3CgiaVTWRt>I>&p^MdHO|jHF8+1h
zM>8PO>s=+jA0&OT#eG#z>wxWYZ;;f=lE{WS)w5IiI8Hv~*_%)G;H!BMlXN9
z%U>hnY|m7RbJ64dEGwh-<&<4z{|HT3xUoUtmivIfM(g$_#?|Bg7|vtu~+jZW_VOZh7>-tv3vpF
zmFbO2_Bn4z`m<46Oc|Z-60h*h2Q)}>G_lSK28XZ!8D*h$=$i7=w_RsXO~
z+h&z7{uG1INF$3+ID#O8a*{T5*5FBuq}(AoJm-a?Zg@+TV_N1}cVYUBfG6x2(M2GTm8k{;n~K^v=)yAgf3qa4S2bt9?|K
z^TJfo0FL%xp_qNrwiC?3Ny&+dEoB=jBEd6{9Dk%-gQc@(vm^)EVj2f8(KY8u&2{#p
zrt>1aHV;FC#9?Uh5`iV0)>^)c#v|`I52XH536hU2SLupgjco!85q1tV?KlM$`enV?5i~5kn?cqWY*Ub6y?XsR^U{R-U;5^RMeI^}g}ejI)Yy
ziWg&jC8fVIM@K%q=AjJAA^`#jGW%rk|3&m>C4LDw;Fa!_>2afAroMhba5~>|EW%Ac
zzdq@PscSQiVhH<#ze_}mMzFUbpe)!F^gE5>Is>h@?xNzaH1A8H$c%>ElR5^zk}o|V
z;$$ls+mAKL0Xqg8JpR4RwuGZbD^!fQ!`b}+Y4*L0n!KEyhbvux)2GK%$ri&p4{@7!rH|DXY}gV*3FDJ*F}qoF5gd)#+LULSK%$50Pl(L
zmAXQNuan#on29OGtt|!o5PYO5z?X;?>1Gt$sjmvSD^mc4uwrPWV4}j9Tv3XY*pW-9
zNc)|NZvP#DdKXqJ3<|WN-XNq-Iy*=FDiO$uV=8SfUdYYp)x#|`xxQcc6!L$uS(nyHtaQbGUGPl>wh#vhJqx%H;^NGM?4YKGIQX{aO5-^fRu(lpTIdUk
zr~2`$M_+#p7PPhCatc;Q@s^v%#+sj>b7rpeK$PLDQg{B`xh1NmRbJ_#M403#F#zCE
zh$jYPSsmz*)J87rz=zq6!d{k~X^7F5&IXo-zoiQb|LZ#Aql0BRE6OXe@`O=Tob(xQ
zW`?iTRU@XxUVR5Ozl{^sV^6Rzc2(@8XKu3HHtASE0P80C;UVj-?viW@u@jJnWenHHETRu;$p6
zmvtsjn|AY&<+uDRZh@y23RHXEl+N=(UE(&Cs?%y>XXYhHCWN-C@=Lh(>A@3vP*;e^
z8Y%fb9e`Zz`nsypg~#>WBnRrFSiw+l(1b%h+EVF={9KH2(TyR>-KhbnEgtu%VN@wo
zaaT7VpF^)Mpc}P-CwP+V;swT0=G@{fJc-7E*bET9r!sHL%%4dVm-4&uziNf1GLO)#0&e!U{*|!-?JQJZ+uNjKiI=#FulJ6epj$pd1xzJ4_TC4cxeCim`D4TEP_1Xc@g$6uahO0CNZDWW-N}VhK;$R^iyn
zIpq7Z^Y}ELP7G_wVy6J-Z7*z#ZFXxeo^bBekD60zmz+|go>wE?wCgT+-Cv`Cx*++I
zen(WNpgvWfqN0CLG|5g3lc`ga(U*xeAY6rv5y**$lMr7@h=;lB-cw5AV0jlJFKVT?
zR}+0arT}?dAY4)LfvZP)`56}sDr;N=8p}4quWc%=JI#z9P}bD6{=3_KHP1+kl7X@S
zg{3R-Rhn1V?b2WC%X3Y=0NSC4M!
z&>IeIsTij|<=3D#YR#H?dNe@+BpyhpIG#b?o@tD9kAKV@5aXeY_lg_Jr<$m-8)8ER@x=JRVQ(
z%iJ(I==W=**Qz>fM24J;JQ;`p^qkr1U~Z!xi@yje008Nr3Hk|#UM8u0rimu&R1
zXOmWp=U|{Z8;jP@|I_-$y!I|CDn{UGShpVM7bTK+(T*5F27uA++saT+mmWQ4T%LDf
zAZ0c;g9vafcK|XAq{`IO3~`O8LtV~7QASsWG5uKkE7&bxFmk4JMlkF|!V&2JoEGvL
zq!20K7~I1Hq4`$KFwB~T55$7$)A!HPyI_JzHk@zkmoRX6Z}g{lG4YpZg9de%`YN<0
zh+cq7A2W_q##PY>_K60iW8^M$LZDtxuccJ1cMZii3lm?qO(FP;$$n?GgU}Fr>bR4mF`q<1!MR4YIPr)m#q!e@W6FlqHHZXJy9gWP(ZN
zTp-`Xi%}jI{;kRA_QX}6Pw^%1W;eD#5#)>@{}}ej-gbTM4TqFvr#c&d3=i=Vz$%#b1laWBFnt
zFj4dXuSQY36P-?Y0IM`o@K%lCri2d<@7#@P_&p$a+sppmuKK*K*0;(~&qMGKdBDby
z%Chzs*f(@iO!6Z*_`SfI`x;rBYMIa4lvduo8C;h5mH<#4L{|6?HEPwDE9pNdUqh*j
zp+#kwjJS*{x!J^t6M;Z+J?w-o3j$RM>LI1*7u|`kMk~&s0)78M5arp6gaH$y#O-C9
zd!Td?6OMu}U)mzMAB+VpLz#Dg0*u>@hks`Vtr4oHSqT@@lwFPn%@{Ij`0!*plz`C7
z0+6-VHm0{xC_sE1-}rs5M=kJ{;3Ug&xC1|^g$u#zWzyRPaVb1?n<;ULfvw0{yuuhv
z1eqd1WvxsyU$bGuWCYDf`FG;Fxi=qpd30f6p-|~>mtU~vv(T~ZtJBQcbU5P6qG&L#
zHo!B@xfpQ?30giqIQGL(B=y^rJG@I`M{o
z!$MB|m^w#!${k`qAnYDS>s3Gmqy>>lt))ws%Aygb;AN4v@y)R;GZZ^bo~l#x^SFxh
zHBO^@kcJ7u=Mw8n_#4?oLmS*7_No|O^QkD6729>gcr%vq&HbHbTYALCnCfhnonr$N
z2Qw>3+D8JS0ZHsRb%oT$62KNa?DN0g%njL=-K)ntse>Hv?Vb43
zj{Kg3vqMG4#K;pKrlt=^{Hg4fgGFA!`a(CK#t4_NG$wd)Fb9?68K(s=w{0*8K
zPROIG^X#ktO&Qcnhvg!`8_LL|c2dNn`P?bxGX51EXJ42Ue{4a@NW-@gO4C?vk)eOe
zC`|LeuRWE*T(*KBQJhRx#hbY~mCU^OwasAD456ka-$Pd4hWbPRuTP(kuuJ3lN3E_$
z@Dqz!@pAaQo10Zh-Ue%$D)R92c1r&{p!J1E1D#d*VnO;k^KUkdb}DHIy=04G)HBDk
zWNhn2r=OEeq>?5GDvH-%5;tc`jz$V>v9)~gVfF+SWJD{*t86K;hVBZVjYiZ9F*h9@
z2AkW}9Z1s*`R}y1j#lT%N@*kni#ytT4w^Pnm|;xD0L&@442^$S%*NiKDeur|#ftML
zCDGk`EMB;<3G7(u_2U(#gU?#0%sPAO)DP=Zj}sjlpDo9yc~;f;GW99?FrG?CS}5>j
zAp`z!dl2Sv2iPRw4RW#YcZ2iydb{WQ-s$=zebY@f=(g)~3)O+6M}6r1rl>>vj#&=R
zisql5=4~{scid0yxU1E@&a~Qb^;)X~LwB6^SuiGdUFFSNp$@B`-O4T3@peB~`R`4S
zttW%)o@UJ(8U{cPpFZ{Z^o{sC((Udv
z{3r_C4>dKm&x5}enrMWQi;{l3oqYQ=^6e@+#az|ARKwm?O>R34(Nx(#xo?v9r}}z(
zT5_k6U7fDK)>LT?-EBU&Qzr8f!E46p>D7*2qWi~b55@Kwi`90U&73*vgjvOpAEzoS
zH*VdwP4m#hs?L5*J+w?OSWWx5Zu5fDogYPw^h;{1!to;zp}vz?0
zy;{3==IYAcF`X1Y{&EZYhwSoXe^!fj&6}X{`%qC~S-jTf+REt9dlf%sYFsi<=RBuS&%Yqv_g^p_3PJ%*H*4iuroatf8?IIWUc1{*fd-*_oPm7RBx4>^_GJ>Ew%|HoNTMn
yRa|np|1PHcgV~w^bFRER9^a#bf*@QbV8q_pCX3R7b#SUk-`IcUWW#@!UXVMau@XP7E6@1g->YnubuUmT>x{_%s9wlCKS!Z#
zrW}%&)o^||(0)-zL+Q8J$glw4kyxKKF}r+pxFU^ZW8|r|teUQJ-FqQ?I#aUF{0ZZc
z;3ieRLyST^I-DmsgLRJIVwF{hPEjoCppt#+^KI@;=TOxv)jfUZyME^gBwoM2@50cY
zZ+urI_FRy^x_RYhuD^cN)QvS)9FYI(M}uQWvd>>X$_c_(6#o8$h5stPe|wANVMF@A
zeu7S#Q2YM8E>zf4_k%qiiYj-|u+2_kTX(f9pW?8SsgVvl^$cu3ELq
z{tNy)G&IC>tG_cTJDZjNWcq=m(|H=~DhXPjex3TDqpMrg(sHuFs6sc_SvWmC-FC2L
zuco)0y!=v6GT~3yRJX0q`(U?W!v;FvQmo(?Uw!7KJ|&*={n41Tb=x-ihNu^9DJJEc
znSHBfAMCXZjXgMP*s)i5;Op1rDcJ)CuNAoJBs@-ch6xtTu6O+LskHk39!+){tOd#e
z^#&?BdioRNuU)5ikByCWeAoHTS>HdgV%%FzN5^OS*S9wf4NULfzmHw3WSyOpQ}piL
zk*Hj~tn-}GtW1|1YZNY(vrAnbJN4$0jf113@VWYJ)sG}t&c1(m_ixaVH6%ue^qoKB(*tOA$YFS^dskytm-;=l~
z@F_vhJHlgLx1pPk{se#d_UrQU8gbYRh9g}?=AYs>;C>CyoVk9!{gqKwD8EXpY8W*W
z3(Hm!5k@B`r`o!@AieV!zrANa{8(~BW@cvXhY#0YzU1ET*nb_5RdC_q^J5V=va-Zh
zuU?I-EIoGY*h9%nsnrveq5Hpl{c7Bid&&I6vo(Hxeun1eD>rW3xSCUX6CR9e#H=RD
z?A-$@3fI=HUqWvwC@NArr^$TmZ-}dVebGkegW~X`sO;4AIy*TVlMJ-Y
zdD}Vrr$&2yZrzgeUdw*``B8R}^KGmKZsSb1Zr!3#yw`Ewh>PQ0y=IM(vGLUt(Td&8
zX=gRr?#4FdxrpJDUpaigs-1NDZNsT-TdK>KFAIr@mEYZYjHmti=9NBve%GU;w_>Vl
zBW0KPu}d(oMN!o+gNLZ0^5w*mqt|j(Vx=ZHdIOZ|cn)I`tP66%~7G
zqYn0UAnb=TLgHx&KZy5HX2>ErKT`r<^i?UzcX>o;!j
zNS((+DXXd;9PY>yHm}|MG0A|FayvA1xuBrn8B^0DY@LHQR?E7(OADON^|^hU&ULc=
zqGrHo$xVj7=Cqxs^DcYIURz#NR<`_X&10|d@Qsp^l9iH)V|TX8(vevV4rX*1Y+>r?
z=&1epv1G6{%Wj}ac&x8($?
z9({fNt}kDf?b)-Z?e)cVzb6LCO^#Lx78njRrO>1>vas~tJtkd*^;Gx#7^k^~MNh%P
zoM8U+*Nu#fjJv9broV(4jFhq%9N-Fy^jMfr&d4ZzWn*z;qxL7K-ZFny
zvGbd-@#_jaJVdNp7_kaUlM3cK|w+1l>;{oE$s;`Io;`*@gJl3#KOWtN`8L+3xfjbp59)1X675X+?IX&
zHeha3CtkjMNyhHy&!1hrz1Or7PIlMFs5a$Z+GA{NY&$h#N|JurkGYSOS;W4rlh1W1t^^(y99fA
zbawiJh*c9EikqjuzrWmTOjI{UujH7_+;y9RIc6gxBZ}wjtm|s_{fwohrA@CKdGR*w
z?-vC1GFKNY%uC!@#~IL(=dx8;n7+HaTij`Yb$+UMT~7Y)J$t&bqN=M8lbOtOnN&P|
znqy+PbDfQiO}s$?M}*tN{rI_i!X|X=?Eab7t;N`-uU@^%c9|5w-O{tLc%w3~1_T7G
zq@j^hR$dt&A1`E9&DuO#8LFvr|K7dLyLPQaX|JfR4t8w0l&W0m~`g5W!v>Ge;*+u*mzd6T%oeG
zblLNxkBV>DNDXYFUu-wsgzJ
zqs}v9FZE9u8ATbInr`8cJN^Tbd)uXdJkDUIy5^{b3i
zbj00fv-KY-Z(HBi-fr3%A>(nH?xuWkr0lie$2)m>RVRkg2(RML)YR0$nf!cw8khO^
z?b|1Zt$H1Gk4DfSAB!wKol%}Es1|EGDl+nb)_h;x)}p2+9U)Os=3BnLre9bDPcw?_
z-MdU(UA-GiR!v;{`!9nWdj&kj)r5ou4471olTyGYdJz$k>sU%Wd7)YC5>AK7t)N!&
zHk_tgTGZKTK>j`U{e!6~xv9|5Q1p^*`nXQw9CkSw2EUDBN3|wq#x0{vt3t`+W}a{7
zX>@PRv?kARGSiAX*M07!76&8aHXnH|a*x@r)2Z>f$;rpf+h1j%sV`$-VA!%{i|ml(
z+?>76`D^XbzkdsD1yay#4BAG$wTTT!9heQAS)Q#`r;
zy?d-)tUM9|F$zjb+SB=1k9q6#<&?2z9;D`-#ie%~edt4aMkrmLHCpWpy{tt2=6tu`
zx9{J-IY0N?WNM_FrW{=;yK?lAxE(cKsu0K_RhwiWlk@7(-5pVvetp$!iBnNhQaYD|
zojcIU+kZ?|RrPxYD;pcv=FJpcU0vlPM>Jos+?3bJvEQDakzs0TW@gscSs-I?Z*M!^
zucB>J5FAPO@1%z@Udb%LjJcTK*c
zbd~vUq+0xVI}OSe
zxX&>@-oVe#Z`GQ)#@
z+fdcV5*OD3r?N^q3*A`D&ePaYQL(b9sA$)&U4@CKUZ3fuqO`QMsGL2JH@89Ci+-!(
zuC{~U=dISRT}x9_g^!@h-9Y;?HbC`Uea+ReG+BB1r#ye=x+Os`iw^aBt5QJM#9*uQ
z^v@XmIaEBx0Q#HqDxF7nw%?7#%r-DbIN0!D;d$*((OJ#H!ZJHI*~v8V;gzGMxVZRc
z9v+(e_wSR2oprt)y?ur9wmUrKj-x#ad?(Xa;=Y|nx~>$@i&vJt!y3#i&^lKiHC4n>+z}7iqwl(k}sNDJey$QeEG^d2iTbR#;uV
z8fe<>dDaxS%lw)(Yr4C-Jg;A0s-N$=fzxd)Xh65({d=ufZR(dj1W&!%_T%7#E(crN
z!mgrgWO0Z~NEH0ilZ?}IZ0jWB57bHNa1B6Z*SJYgcWeeW5Y^eUXV08H8?6+`F)}f6
zBPfVeG}~Wak6=|iL6P~MvW89M_^zt=@0U{m3bpn8>ir*tJX%L#6SdNL=}wR(ht#dw
z+T#OlIShNwzF$gVWo0cyQ=(<&yWLvwQW8M^y0`a=(*^GSq%$p9zS=V?Y75@?{;`xV
z3PDV-*5y#`a}OTaxU+L}a|eZ(o;`bT+j>n4z6fbI8j4Q3`HB11@?0lk%nT3Ry9Lye3<^RU80hI=t|ydQ!;=5hE5@3~
zQfPqJt(yHcG&F(-5?n&IAF0)FGE+5GUO2%2!`gBkhvW+fgR-(Rf^9+tPTc|+*jOIO
zS&prna(UbWb7At~*^!X`v-7jl*kZS>=TEm>T}DgCz@Yy9UZpRS^PbR{uySq_kdh$f
z>kl7p>ih9yA^Mk!*b>2Eez!0|gR;UaO9)~rDJv@mj5v3gV!JT!7Nfd3#zrwX^X`0F
z{O@Te7soB^f~Ggu$KT5Nm6c!E=k|X+Ri>aaqkDYfA;!c_xortF2a5!7
zP|T(gI2ny29y7__
zjB8|yIMh8+@bUG%hGL2ZO>6~4GV|z41=K5nl$ZQCEeQ}ujxO?DDA0O#$L`!+`DK#_m#^#kY
zhpuI3i_gydNYWg_`f*QAO)Ultq-SSOIKCjTC+(HfAPq|Wwr$%gw%?~1j`ueJYAMEq
zPMkS&W>@?5X%M4be04%Vo`#-c9HI4
zhY~>WCWHyoiQaGDR^V-#aa!C1Cq&P_--HEI*+TL3^`#vc7`PoA{4_ae;{78D498O3
zy~B@B32Kce9@W>^2ZxfThZ=be9J{!z3)P?`tJ9qp95?>dYi8?~^rBSLD%;7SQ&Ycx
zYwx?!>Hd4o_wV2BP0?VS=V$kkhPbgD-67g#a)=Ph;x}(XCdL6pD<@np|NMNj_`+(+
zrAwD8s;aKZb6o+#if{Y)kul4rGtqt)1rKYay5{3=tp+>p!H+N1DZ#@B6$yv4TeSro
z?j+%G&d%blZf?SWNg@^>SCZDLufGY6?iPvww^U-hF5~)}OC_8J3U@}hl0{)WH#6S%
z@g)Nd4UO&h`t6&*0Uk}Twt0*Mu!FRGX=&+XbdwLyj|Dw=
zK(lr0R@^Bg#qjJ|Z{Tt+At5@nU!rhWSzDjb*Y`uM+X6CzYF`K~LbLl45Mf<{p4cWC
z_f0hsGTu>9QSs-$RE9vAkg1K=-LtqLS4#j)VbGJ)(@W3{N5KjSGe79PRw3{5xb5te
z9aNL`6B83FX=(3Di0udT&F$qA7={B7lM;?fv
z-cYHjtCPFO;v4_b2$e(bleC1y#;uBep3k1`coH3L>JsPADZ>FIUWE0R;_zMVaD;ST
zz3^Cn1Fe970PB8-U1(H3fKlL>Z(3T|Xjue;EnhqS&~kQmCR~@mzlV<=8ChBRNn9Kv
zFe=-5l}-;!zV`|L<~55ytDlsKeaeYn-1RSd3aOgno_UP&n$
zEZEk;;W`#!T%4s>6_?Azz)h4&V`u<<4RI`>!RT1qUABJqJ|1Gn4N9^BIzy_iK9~~E
zR)}m3#ygKbqywT{3Oru~Spp)(YgGNMoBq%WkU1ZH7cnt0Sw7~l)^C`+>mXbNX%k*?
zJn6Jl)P-;Fi_t1N_PxiX({^-pT)lGTilL$5X6MV7X|VGcuU@;hEJcS8Q>veshk;&X
zP@Op!lzMl+
zlLXDrom=(w>sLAGoYzmicH&N-`&A?3C2Uf*63=oKrNYp{f+yX&RSPWqDjg@M!O&D_
zCMJzgz>T6-$9>fQa6vE_8iUHj?#WIM7U}8F3`Hd+^5p)proHa(IZFfLr&8kvJ;n%H
zqFl71KdK)Wc!Lh>UW;JB{01I>J>5xJx}{sBrB8oPI~AIoEL8O2gF2*%myr;)&@X62
zMMdQd4I^#mXD@k8TwA_oJ%%9Jb=uzR6`F69Zkidn-`fu!ob1j~H84T*@9OH>Ox}nU
z%L1U{wPGE|E-3*qG3}{tZ_eweWwbLhGgnc<$u=TVLot+Bu3YC)Il85?0CddY4a?T8
zTUXT9rcWM*P3$}$WD454x;mOU>C0ovto!Vr61_|ooe`8PgsmLy(`aI#SuV}&9iH&X
z$h5}9v~#12Gm1DFGAb&nVMzfsvGZ+oV7)?seKbiyK0bYJ46Cl*V(vx1rhggrFIPhw)cK#aOTbyMd&d@RBtb;O^}
zV*}eb^YfOE&qwOBi!aRk0?`9Jb+46`)d&=%V-RcIY<*b-%g_XTu@?(JebOQVF8!j9
zF&4#dkiV(9xtS^R!o`cu}EHo
zHbX9wo*Prw^p^eeiui;Cs@&-!BO9BAqW2Px{Th4*`Lov^1$GE_)I9K>OgHPEi`R9Q
zv1IP3nfwM(SBE}_x-6iqR_xP);Ww%DuXK_-FS{rI`eOQR%Wo^uXH&;y-`rRu({xEj
z1n>U>fePjR?wpj$-gV@D92^`d6qHO`d;1x~Z+k^W=Oe#GPx?-#eeIS?`0HaHcuoGA
z%W?d{-2W+wR^3vawP6ol+fdgid$4s~m~+LYJ4;4S2}567LQCtr&Z%Ra|74okoq2pj
zpw6PC|7T1>y#E`=$ifd??#2G4v5L77d)E!0dsqBhH*LiI6CeJ0jCWEicI}l|`r(~*
zuZ^gEEmqH`YLP!m=04v`JAC%<*GeWxos9c)3Hjk0|M9~f#IE(U$g*rq+=7kKV03&L
zbfOW+Ae!Ez9XCsjQ6OIKU#+$Tr3KoerX%a3XEo*l!zv`lX^`z?x_K0tvEWyi$9eAl
zakMP1uHsYM@VzaGP7A3k5QX#qo9V6rQ$jHr_-s;?dN-Ni_QE+vYgtYeedOzX+W~mmxZU0AZ!uH9I
z12Cqdpac>nOvt2cH5#IJlM*U$*XPe;`3FN_$y|%r>Y?Z)JF!B_Mw9gitI5NKY>$T}
z>wS42ufFt0Tkhq2q{NQaABnm*GC8S)E_#1Zo~v$!U#u&}cjfBU1W(P*%`x>Wa0Lzg
zWjn@lGU#L!Vtk@rzPxGITlTgRii@z*fKK&esf~DiubiAqIc_VjdZOa>egBTS*6ZfI
znzBnk0Cywmpw}l?b71(|!!(|s7k&k~?S0*1=7TC{e|D4Z$&*@Dmo$z%_{`1Q{Nbhg
zPQr{))_>nN(p1qEKK4Ll6|lkq5Gonl#T5jJX$iR(;AjATT5zYTkc$IN^px9=AD=d&
zt^$n*nyjs_zY3=%luws>rsZ6$fk*&YkhP*r3$%DHsC|h*H*1MJ
z44g$wBUn&aSxXih9&o@vx3#J=7<@}%4QRKNLqSF#H?><1eFJkz@kB?@38O}VgkPnh
z#>Y&Y!>9smP$LM@@NB#@GexW4z3Uzx4g{y;O<%Ki?F}8iveDl1lndXE5>N}mMsC)J
zeru)Mkm`jC7Y+h?P&RMgd_dr9edBg!U#2qs{i4w6&`vi4m8}Hc&Cbr=4AfZ|?lRG!
zZBPUoYybZJq+t+DYbJT(#0lK4cS?#du@Ru35FWpahbQ*q_@B|8+i163i+=68emz%~fflrMIXOAt5*da&tNzXc+;X3riNgQH
zFAi;D7Ch~T>jLJ$qB!tL8uC+XJl~(~IZa_XjkJQg~riWHLHS~J;voVj&@bh{{
z5Uh%~Z;Ng*@d7t^!pN%V-^9*dHMj?0OUh+J9y%VtGSQCoUpcG_7qd}3e0cR*PHDfj
z?E7~;^mzARFIci5UeYx*6aZh%7-Wmw4%kLiOpIoS?N&ha9XodT+`L(Y%M)-C7gybJ
z7G2iX&h84d7{!21H__#}_U~uI4J#i#T88H*4#(8gROE{nD=`TKvLAgYeg#wfcANHu5k@OS!B=p=Sk3Q=!LP-Lw@&%6f
z`g!##wXT~c7C@x>^P}RfQ?@ySp@IhUMPlv?Vhl^EFia|8FTeNq8{^Wc!vIl!#G1ey
zmOk8fVdTv^na!XR1#=U`783#|)oq=ca=w23dL&)~C(ery76H5jyNt*dXtPulcuFJV
z;|fkrqLA5db-(ehDphN~uNsr2S_wB!OG_(tsg`NjVVbL+DBW8H1=nG`LshSy@62b1
zy;Tl#Z=}({gL_*(Km(k-8}Oj3DhXB~Pr74=qJV6iUqOKkJjd0luxxcXMGFVX>#hnfXh8y(X8(^1!HUszR?EvM0{Cb%c8G7JDl&&xX_aN2N
zR5o|^47Oz4l`w{k^qH^gcw7!5XAs{fZGYt;XM4kfor?DkoY&LaD8-J#hZK04&NaVzlv~pM*r_T=@1m
zKsUvB8BnX}`L-8A(LY}g=fjzQS)BK$L&tK9FNtFY)hdBY0TGWk>+k@CMG7Tn`-u?8
z-m*3K?%&tc^BXgJs}DgorWFjt1X}`{`Vyj}r|9^>g^Gq>XFsT>rnWgqIoa*EQ_S0F
zz+XxCSym{+Lc+pDxOFNDO6$y777c%R!%HY5BO}L84r7mjOFn)6oahnuj+LQIqUY+D
zQlypFXQBnXP=6kve_w}B5j26+Bt$p3H<{oe!}P0aYRd6&u$*^=>N|?@>Wxdvr=~D6GjmBwZUT)A&AT!JWC?a~!{2|6$lgv#wm?o9
zEoF_;va%ioHty{tusscuVkY93i`h^_8xoBZkJ
z0331v-iS9)C}4YDckeQ^WZA5PB!Qj0e52U;>t0^V%xWGd#Hv17NVDyhBQ+G#H?){S
z@L9$oUy(yUVHm57b03+~_`-iT<}QDXW~1V*dP^ei*I)i_-&AQ8J8!csPhjWHolj$8
zUW&6VqOK?F0$mIn*5d|>q5h1v+7uX726GdoAKaCw8@d~Vl%EP+BZg8oU?nr3jwhzR
z7ksiDMG(?M<@W15PCX^7NN@!kq{NGsg$NgbUcgUP89!j!JeG2~Q7}Ifr#9#Gy?zvpVV2i|&!-qQWXooZ(s}G|pDKF0S7Gc{#eZ-kvG3?)2gTY37q50u>IZ2kS}FVkUk
zR!kgR;)y0!R9Q)bRjuIQkS_N->#P|pqE)a~#2xx>>rX=%vHS6f->dh?;lmUPejSp3
z8eU9ObMqE%?p3gt?!>j`T-bT%&K(TT&am4FM~U4K%Y4BxT-t3vz&#x+>n=St-IH2c
z%uxR0u2%fP-W@UmTehh&T;05R+qS3GSz~K9iPNFxETJHV(F3lmlVQOmJ=3?9QmDk~
zc73~Qs3G)d);(scVd&!_rd+#=y+~99jDIm;qpQ0GWgGVgRrP&@s`jkFZFwoNG}
zD~Lkiw`t#c;1?wr*2j+@_eACDhDQaY8Cp6Xu`s*B&dv^AQc<$e8$+a700A~{-MZxb
z`SWn-@3lDsFGd4h!AZCdp%|ZuCPT%^$qA_Ot$Php%?lvPrL_AF9o2n{Wq#{bw
z&ejk^2GR;q?JPgVUlJVsgMNtf@N@#8Sd;y#S_6BS@;06e(T=bMkU)yUP9uYdaUvQb
zBnGv_c9_m~pDXAGn$uQ*P2aXomjMw#3pRwXr>vqP2Wa8v?~e>n0C1fNinRS45#yl9
z>SWt)S-VNx6C+YsTT2H~1gr0{z8-W6ay5(tLNYh<^Q9qzqA;(;e$oD3)H8*cSNxvuKAx)4B0vtuy?h)=Y-01Zr|Kuecmw4nIk`*bIjRNTD
zh(c1sVf93YfMk@+&8Loj<4JPUol8LfLYXc`-y!i1xF>HQ|1vW(1K%#6ot=$!wf=+q
z7nXBH#ee6JAMQi7H1EupIvOE;YUr^%Q$`igS51)2*4L4jMX5bF{T%&--+So$w@W^J
zAsRbSBLt(&jg+(dzGlVg;oN@x4Q-tZ_K!bzovT;B?#8|&D^K~z8$yjQW1grpVw=7k6^FE3IDZMm1y)CTwL-c1B6==579C1<6Slomu0T!f4T@~Z8)E5sfQ
z5p<9QOrYGxuJvAgv{+;m)%0+2amNY9pT0je*;Ve3rH^$D^yyn4imwV2?0p{LE(h)k
zjO7nV_%Tj<9nveTBIb0MzQ~xE@xb?6*58z_5N3L5v3oGW_-D_YGiOcN?+F{f`{WZ|
zWFp=AQR~p5Rk->V;gAD*N^@rWn3x&47S6e6yrZK9H3oKvXO8Sn9mHDrlQ2kEpgt6y
zjc_A*C9b`DGfuvLzE&eh+3@Gp#oO-dgfyb&(z3s$wypt#qQVrNeR5_R0v;W#aavkh
zNXJVMfY2~!K;#CkU$bi3Vvj7H20Qg)0jJlbhoqpE;^(&-4)Q@&Ra(RlRPJh1Ad-54
zC3yWrb0DUx(C*z=VF!~E$ETl72Y?z907--e3a--K9Y=tcX+iqMzNLJfq
z%%NUB_RiLCfG*rH*H)c6b&9Y6a<3?nA!X>kDC1Pi==+=-;?6dfW@8^An?c7SsDHp69Rj2kfv
zZ=~*IVN1e8La0Fge&Ytr1iZ9pIGKodUI9)rtG;&y3W`@I{63OJJDFjz-K7j@&=-a^
z?t*7<0UUr;!ikSf#GE1}B_+OpKTpZw#fq^Y05S2YF+wcP)~U0*-$`Dn%(TX%*
zF`ttJBX|S7$Os`-wB0S>dvG91K%k6}XavB3%D9OlWZfdtJc=+ysz(Ic92}wA7*!TH
z@mn$0#P$g0Rwv@KnVd0@4H}a?uzFpVje)tjc_e%oO2@Xwwzf8;6n9wKn3`&S|G{fH
z-3>4lbnl*z(VH7c6tRL^5%-4t2FOcgFbHnx8Z>u8IFWuN!4Kk8VU;b00zn;w&$o$F
z3Sl&pn}6|Q7l~RRD`f9hT2itZH-=p9zLK7Wg#~U1;MfpX&;yVPWPzTceCSXSV4p48
z(5C$k%27#3ml5YeNJxkTS|Li*LE6@J15Q9lF)|^+KkA@2QQBIwY?L4zK=}o;;%_wg
zH$wj3kns6(P7lK2Nz?)k#=2$8mXS7RYbzAME^z~tuIf}TI5YV(iW~!&ff5`xlI}Wu
zPlyU$6;sEG#d58740-yOI%;a`DP1tY66@`dRUkbPJCKNMB->dS{>29ZcnP2-iPcm;
z*c;d84h`vQdb-GJ4oNJtf!iS-zut+V{kVk~pM=}~K;+z2sNe^bl-!%YVH;5qGYxE2
z4k8*J^y~Xaap_4Y7dm=+RUxacdU|?NtXk4np)g!UBCFUAW2XR{k&mDMOQpY`-DwGZ59UGUQ@kEfq$Ago|;d
zC=59kMmIdxGSo?u|IEopnwg3+KR=(E`j7M!QKy+d^z=+l{`~B(MS=@VAFRrF2*hPA
z*}b2V3vgatk-#PDakXCDhbJ){IdNtE_B{*Nq<8
zL@9&?C+sors%xxa0i7)S(ytu^P5=j1RKm=@E^zAAt}!Go@UyTMv7)EOlf#`WC?e&Qb$ehAcswm<*L$i!rX
zGyqw`;47c|;dX$opTV!+zT1Cy$MdIed0t|ZZH8n=>_p`D;$2H`F%ejrZ5Lhampq*R
zdoA!XA^dVyfc-kT&MEaSG!&B3f^hN0?0Iu*Yc%RU!hgGe{#sbjlh;nvUqzXM;rjWG
zcKr_oQys`Fqf%$y^v}K|EdI+ccbaff#07z$*qtV8u3;tQo9w=^Of{tIS
zH=w^acN~prZfPlQYug0uQt|Fxh~6E|lc25h^S^E23GF(#JIb{xHgL`$sPy_P!
zi?>E(8nVg?IJ7yDndg8&$n3(!rslnR_4@%|+vX3riV
zLW!{m88XpAj+{_hUS3*=V-!#DAVW;a)Ud~bZ=7}#m!ROWp{DwpqAyipqhRt#shs$}
zXSlyV_V&nDGK5b&Rv_1*5sw@onG=Y%>M^}fH=Y)=`1qpQeYh>>8j=ya8FcEURff-L
zoP^;M$M^wJ2LhoW`kR2Zkn#aiMraG4Zt7CF7D*a1kmdTCQnu~}*n*smHMblwcQ2UT
zsi~>S#-+D*i;W~&R5wKBj=pyLEsC&W)e;75=6wTGb2lK3&KLXuxba48iB
zMo0ik_cd4|r4YdydN#I`W}7M}ree({L$L71cXV7j_>-5w2o2a^=Nzgdj>=_qyQY7`>fJzA2bVw2clNmMFI=7@@Qj$2N^g%O*)V|84$Q2XS2*e~tHCu)E
z5e1Wg(^@K>jLvg2jwCVw1Lw>8Sz#d|WW(2BWn4o!-1Sj=od0?Zh^Z0u0m8>&zK^1^
z^g{7Ty^L&M%qoU+vlJl&NW5NQnhMk<>$84@I3E3eCj;Ub_s5u+n2^@2RJ&KmUIQ$z
z;pL69AEu(DTQ#po034FQE1hBIj?
z8d2cB&JzP0<`G6x$q18P0ntkBh5E#%rqzpQg`Flwtrh0U|(V(j1fexai
z)G{(Mk{p6F^h0GWm*Rcb+_XLXLwVW6YEO?~26>kwZjF
z0Rz`!{UIX^EJi6rUrcoP+67C^_UGqA&6B25D`2b_;-Q!V8b5vv_U~;C&wd^g!`=S$
z@gkR)XU|^29K=Rc3X&d%6pLy?4|=YE>K2uh6o_2_ONR;xH>L6bcGGeP$Vhw4stW-h
zeMGHW3@dJLLH&Azn7J)ttq#K->`3T1dVQPkk4s8ETf;HXl0l2UGWGfHvD?VGftEyq
zS-=*siAmgovqk9s-dKqbA3iiZckU)g7J%1EBn58-2ChSuIx|SJDgY?}>qOQ>=HSM)
zYfEM(27RG|6Wl;fjNq_^k%`GQ^q_8!h2NaZp~v_2_3;GS;phYr4Ep-aktjj8IDohx
z1nuPHWFid`?*#+`{?HqEYdGCQ;88b75IRy=^F`EtVtWuE3RMB(i@3+U*jf(VWe~LzwC4Jb|Z7
zfU(Uxa`%z6ZTdNNNtcP$Vm2M}#>QO0r72KJD%V*sT|yG*Ur~|z8k0ED*^?16nw|a@
zK~OzpI}&SH2L(fOX45QO332<+D`8^(T0XL
z*ydA$MFV>yz%YSmdo4e0mX_u~ok8mJ05lCUE^y|GYHE%R-6M1ZnJx@O8Su|>ef`xi
z{D>Jgg*9+y<2hCC)*2i&qQz3e=@}tNz&8MUixGIjswch=&)kXvs58J`h|>h(=uk;X
z2@!J8b;?ok&g?0Bn*V!9g2YdOPKgPGO+?H-?1(35a$puEVx6wnpnjK>mKMQ5$4V##
zc#0RX13#~9PdWr-_4gqm!j5xtawwi0QkM&1>J^4dh2_uBSmHxTrqR6a$uegClQ>mZ
zW6z*N&fW~Qzb2=Th}ed|zX3l%o1)?8Pf+oXxOsCG5N)zy5%oYv-bTFo8VK|Li$i`m
zn85~%OylxHP+@4$DMoLW1I~DTxfb)^=|VS(e~ljtc9a1-qyo!{*UwoGrvU!g75I!G
zn!@h0&N=VCjgO7lj`f{z1z;z~bJjC3)a72fKy+Z($?7wkfDyTn;zDgGBPSE!1_5vx
zqus#AIP>SgZJ&Y4wp}h^`|4zDfwYK{1}$EzDeXDWAdWTJ^$&1=X8BT3W4k~v#V;i;
zvHu{XuZF1GG^FkS5zTM#tx{ZY51HG5)M7>rmYdLpy2JOJ_IRDh`)N@B(
zEZ*2l&K=3hrif-!D4^9m0oQ$$gT~G>{`ngRHqCCRQfOv8_7^VTfNDr|WF+P6!hYKJ
znO7)TT8`qwM~sZNoR+@4s$44o3cv|R@u$ZBEI`u3>C-QWx|ow>A7zucj=lXscoVm?
zuBT+LB=YzNVA3r{lJLPNxZ6q|{XJ0sTTcZ4`H=tl2zmK`JjUKY4fXKez6(2$gIf)a
zhD2mh<`V5?7F7mgVI=1#Ii74=BsN@JY5}X_PZ}Z%p_6H~0TPiH>L3Dji%02z)M9><
z6Pa+R5VOKjqz;qxKdW9|{^z~I*lrlyB>ZoLet^j88zK+_g%sD}OQ)LO@zOQ@Y<`eex
zkB8ri46{YOjPz1*?tUWVS>b0NZX^)V$vJQKqvVMH{XE0R$2g_$O~==qO_+SJ*JU`v
z;Fqpt=X$}sF*W^5UqXV^EGq1&@FfSCn+sdsy^D~ML4RUEaY<~HK2veq$H#eo`dgNS
zJ8GF-w--xUR{l7DS`uFGd6mv^@T-cdDltLy(i<}pbW)68_rhEF*>s^ssyFx7d&}E1
zcp=5<>5JNBwaGv))isGc(>&7Qns{CvxU=ek{Qqp+lC&
z>!$T*gh0J`!N%rGE(N1C;q(q1wq~QJhuPiSpRL4kX&Z-g*OlxaiLZ^{-q}7q(cj+>
z@@>L*>Xiu0NKUAT&0jO09|>p1#Lj$kA`c;LXvwe@MhpvRi@ymM&YuU|7;Q2M
zEJf4o_c{Vb>>w|X6JCaKy(s@U7;G?8AC{?;398oQu`p+X44&Qlecwb5G>|I}GhqB6
zyE14SxH%%JEcISyVHO&8d^}3NSqWSxBJR@D1EE)=$P=Gwz>LPLYmV5*p<2jWd)
zR${Q)L%XsK5VC8sr+R#&5g+x>m%*hEeAtS~T*JO!&@Vr<^AV%RY%eDsqeg1d&tPGu
z(eC33rNK72#cm?&nGxO!nuWxwP2Fjvn+)=|b}r0M_FknG@WGgu9`l&_ApRv-z2~vZ
z&`ppE>x*qU-yUy7Sx;yb#rIkeiCn3P+<(U7d_z=#5K6H$H@O-;Wr4>B<^O@EQ7FYs8HZA3KJ7g?Xu=Ccv(P$yf4
zvLOkU;;^{1aVb6~*;+50RTxK<;BnYq;dvswGI@6ol!L%do#A@Ff#XCd>83IQsmhxUf}_?Sat41Wrk-J;FTrm;_3R=1=AgD_puX&AcZb
zA4PEzrP8{Rhnj8oc6(TfjmPg+b4XvV^S>ej8IDN`uNCj|B)@nX`~*rJ!i1YJ#QORk
zbK`cUOxh)@c0Q!j*0)pGrmzIAc`x{#ub^u;EeO5u;6zev>@9CjcX9Wb4-sW}r!f{o>mVUT
z*)#odCO`ysKmo{`nVOmcO>IT0A#`DBG0>DEB1Gs*5k60zOuF-HC7ou65EGk~k1t)w
z{`FoW8pqmF8c(~pwY8J)SDLC_s`k3|;^_e|Kh#0RZ3H9UoKbaXbhhAw4)m@!G_8Jgv10=wVQ)P=%GocLYz>rL
zuYJl<6Om~N3w$3(y{aI;p%-3E@vqu`eM6e-^v^yBJ@da`553}*9)EeP6p5*=J$Y3#
z?mzEFFvd#am7a=cmur>5mQcW?%I97jjw368%*X6cAm36wn>@`IKgl)O9#MEr)=E!x
zWq%3PGe#iC?!ytWQtUf&v(sNd!hPYOF(=EBtCoFPU+kANRJj4
zWb2O)1(DXB{F(s|M4lC=`A561ty4r|s0VsgfW83I^0=GPoEkTQ0EwY&YHg%zDYec^
zbv8JR6s;&PTEUsC;DVPM14=D>u@Zlbv~61wSBQ9^&g~TZlk%DdI}1C3KYwn}M(NzS
z@7^50u!73Ahv~1!kk}Mfl2@e`ZNI*3;%>z3Hi5jc`s~@CRRqC|4lm3P<5*rKL2J!F8qT$E275l>$)jqiVm9l^`OHPkiK1e`xfJpvS(UyvYva
zO%(MV8#Ghk@Fq;OWB>O+4GNSP&fT-vcGApt)RH3kT82t%xd`;-0GatIaeU_o2_B*x
z=D-aw%AK2NMXnAzLVTofi3twP;u{Fmx-7^W*}^a*Q0a{kRTFld8j%YlmHzgsL|Jk}
z|2l%&ZT`JJX4GI|+yKsA1gSWHi_o`8Bbb_LEZ~4UBWU|)VLb@jvJpA`FM}7DT8rGIY@3e6hM3
z^l)~mZ)!Zr<5Xlnc_CYb>dHM|vGslS)JR_N?TS5$-rW06tkddqEcrW)5-x;Oh$-J5
zyPUr;jm7r_k{UfPdG1|&R9a=LH;D_mFZ}MbanyBmbZm2KwHC%VA1Nl15)f&N1@tSy
z#*KHVU}1iW%(70hA%X&sdv1~93
zcMBVKH-4`@%{#!8@eG?z>B~5J+efZN*-hpR%VL2E
z5sq6hA^(1@z?SNJzJmGU9Uup!Px^7nNQ3<_Lptny(ixUN7DKJE0vD*A!jO|XbZ^hu
zqq!r+w4&(A7BK?iQ~
z+xuOZ37qG6j@a(OKciK#n!Nv^xUl=EuR#eupXL;q=L0*kuM3%wVvOhvth8ZqtY)HO
z>&-EeZ=_+4+>cjzmhCL8yhkgLy?J3g5D3P4;t#_(;)P9h8a-AnjC|~EZjAYNG=?Zu
z^3Mt!3nCA;`9n3@D86+<2CZUtZrCFb;^pUpW8BttS&33%RXHE&@GA4&Xmn0k9Et*A
zzWM@T3+_t&Gh`-3mQlx3zyAI#ya#3saoiOVJ|x|W$KeqEOu65~p|ioZ$;i9(;5sRd
zzb50*e?@sJeGu+ez!XV;T)+$nI^>XR_?JDWGb=%XeFBAnGuB2R%(BaZ{2>*yN^daN
zuieXQFs<^}P;LsNTPz;`$ggr%Xf6MU6Nj(Jgn3r)Uh;pAjm6z0q?lGPR|wx9wjNpL
zTkr_T0HwdNTPHJX`_O&nJ1Jm9cZi1RJDQQ?#;=8MiTMNNS0+F3`*2i(KQV8jg;mDg
zRsUkUBjnp(;xm2GCdkaTvR@?127nj6!Tis#UL~2C6J-C4{xDeBzkKZ`R#@B?Px}dm
zdKOQlj1j!5pky$slVg#(V;!O{1afjh`S*vdZ7o)UGqWe*k3Kow8l=Rr!JFf<`QPA8
z#C(uUg_+@As*7!QO6b3(8_qrqvf&jF2p|NYE$4#C^v^G?n|=p&Ys!~=lb*~W5fS9U
zl4biz`<&WLrNtoRF+bY}Pa_>+#M8eKmEq#*feo>s{6nw6-3cC4YYPv5hlN?$|oSX{PyS9xI{@-$IyBrhoxX=H_AM?ef#$5FPxvq
zICjoYWc8AkUgI(Ut91}9?VBQ^RzEUeNQssOI8ra8B&YcePP!j(?48|cQY^*LGo(Hg
zV78A%kMjEY|5e9{TV>vyY6?bozV7si6F~;^Mi>yGqvGAyr^cSkuor;LIW>8p!jkSC
zs6~_ltMX4f6sxf*;7;jB-ZEc3&-Y;|^uqsy(4Dda#5$a}u9cY`A>FU-Vy7GFFhgVe
zNt?}71P3II1zVgE260^D{J(+gOo@3cfB+mlk&KOv?ICp)B{8eWVsVa?pnMSB@r1fM
z1E#4aOA}-iV9>ZJ*{BY?9)p@=Z%UpaHZJbhoG89N3^>vuI5e~jS7AZRuo#wV|0{U-v~#yt#TR?K
zUVpJNf3Xf78(kdLUk0J36<<`+KfB_a$PH#D{+`-I?=on2Y~$)HVfa2FKsZy1@_+*$
z14Hhg0Aqr!4u&nKBehI-a^Kj?c1okgwh393TJblS$T7H8;K$44r7+df95I
zE^===?|GK6Bd-qoEIV+G9?H;xB`;pQ@JX#qHE+%`O}A)`Ez10`Wq(N|>qo;Mok9Lz
zHbz^?>PEj8SrYmE&&w?uGBpRLNu;pP|?no`3)RpVz?uKWa=&Os}vq*c#&t
z-rdrrHB*o;iL*5DuY6D`?i_LLKW%@C9vvn?MA+na9_R77a+`&%p}~STUCKJtyJE3<
z-fdrO>SrEoz%tp8ie-YCGEX1Oh_z-K^ld38>%=;oo*reR4&7a`eFr7^$9i1xObOiF
z-qe?23c9Ac*Uq2)&Y@~@ZnXZgwRf(o^862u5UD5SUpdyCJoviD$*%cn)pZ?8p*I)w
zzY2UUqSytn`G9*SWjkqayCX<6%)
zcCb$hIBZyBp>DSBP;#V=Y>j^t7Qe2SqZoRd%~@+zpA_Qd;$qIr+tm`9?tj!J
z-{aR{id%VEle-D6CX}An`=CW8A6y&`$AV0khYll$?52&vSh9Jr)oA{UKKl=A?5p}p
zDnpj6e;X~w)-*jvP3F>nGFp`8&4tvSr<(rhXw6Q_=>1HaYG#nB^5~3CRT^t*iBmGN83oX~dU%F&^DgI;u&x}JKLrw*@
zDScjm&sJ$W`7NqIY>@|+>J+ZE)+yK$+o+{Lm6h3_@2K{K>Ycv{QD?E;
zLiaSC{avu|+o?PO3<{DPGx0toe-EU=cE8~~R;Sbpu5A6ZGRyi?Cp?*DX4
zg}dLcnjT)Kyh1+dV_Z?Dfu<&ti&e|kwHut3@dauq_qf$UrJaQqTt_7a(~0OrtS4WD
zzsu2Zdk|y~AQBC}V>ADq9rCq)q}D(R?fDQf?*Ip143>p=%U7JvF#*Jouw=;;avkoT
zZmDtU$#uRk7j8E<^5e(&xr#w0d3-mIJm5N;!$vPH+{Q)=QTZPo3DJ(NpK#At78X3b
zQuAHi;v)*A0SRcd2p8AGjZy#iaFHBg&D=M!Ct~_Az6MDYUoNweAVb{R!33UGz=7gu0fI~=^h#DMcqL(#4wdcHw^ojNC((T$WT}
zja;s`5MagE$!bbliGb7-!@YRC1L~Xcd+0nB4co0%
zjE4hUhR4Ru-ac#6=p#JTFssq3{8Upz2vkx;?6S<0EcH^16->ei&lriqn)?StiC
      J2j(k8M-vo)3@s|JS^@Y)iQX$Rl
zht;|0^<~J+jeVe}7d9;PlnW++ZzPH!VSHzeJbYdv6m)9o>cZ@*Cb9Z2GFR|5z#%EN
z-Ng_~1TzW`lO*Bl`2aU;DRkl2cQ63qVT3ccZGJ^7FuiU|uIRR_o2Chwnuoe%L@-jdUHfF(&MEi?Yi|civc^s+Yi(M-`)ObK=ilvy@+$>~S7~71SPR@(Lf_-Aj)E
z!4NKm)ay)PPS4Y@dcAtFH(9BOK6
z+WBuO&*^-d($oExSL@igH~n#{KlA*_Be!Rd4_>!iA&X6@FVe?J?{^OVAoB5#is-1?
z+k;CYrZ`M~zjH|DzLL}bzW@Jv^g2h&tDe<`BpVUKe~L6aI6Ts*6(q*LAwQ`%8z%bH;o5L!8|KFG-Hv1>r>fz
zPa_@_2p!^K7)XzEcjzRFW{13_Nz-;CXegYyPDwg}xZt)I#Iq-P~<;Aytj|ZC@bnNWI>VGPd$&7T9gx!|?
zAC9gc6vh$XhFfhb;S-eb$oAk?f=$}AY6eAW6=C5ENQVIdGRE9
z+Fj#gPp1CY3nW4Svbt45t&yeoaBt-Qmz1Oq*h_EhsqkHAR_p1J#ft@1DbU(mkXdiR
z&;{|Z{?$3v7;)SN9TDB7h_J4!B`YtHj*<%%caA~Menh-Wc%cEZ)k9|QG!)zcaJ1mn
zl$5mk4OJ4D3*Y-7nG9SkVaxp89V#dBr%YC?`0+GaGA}pxOQDL!#{5l(7J8=L;!g=A
z`y9-CZ9{z945fnU`znLPj~5W&a+mT@S=kE>(%0|bw-~ToqB^E-(MQ0@+6VD1W0VU1
z9=qt^Rx(&HHI|T9{aU`ik_Gn}GEUncX#ILvSglruP6TruZCYPsjGicOc$F~E-}L?0
z0~`4Mml&xFVz~c*m@#xeQ`S2_iFw?+d2@@H)|7_>5MaF1*E1W6MF;_oo4hq}laaov
z=bm4QCw_>K!W^OklAEIfZ)TxGGrY?YPGtW`EA7J(vCj60yM!o6up_>{BANsR4RUy)
zvxkBo?mE8DlH7-03{wr91K~#ycG1=Mz8?j$QU|f9RSN%#VUdeL9<@j2HAcsS)
zD?3%=I2nSgO)DUybnm4ninrwxcDC4@_RlE2?_AvUe6Yh)h+lb8Tk#zN~$6|(?!^idDyv_0;vN6%9d*IpD`tPnV`3eK8u}_ePJXa@>wELEs-*3mu
z>$KMT37N+c!2D+bigJO0fkz$;Tf69!g6sW$&2L)bB38v~^Tc~I4C5|Dd-7$uiyK^`
zVs#?lghAa4J&O>JX;wxiuVFyIu{3bWTqdE0nPj>4{?YH4;Y(659^^-lQ2ep!=xCQ
zl{+mo?$&x&$ln!jkMRp_(R={VAM|W_<9X!r(P?V89(@gJ9$dqX)gju;^^Ty@0HF
zkRd}o#*_u6#cgw)^y}7SRdEuV!J&_Ay!A*Kio#z<`yWBbJFfpzg}dQv&>JUSN^xXz
zkBkTLf@%EyZbQnb+cCX@o4<^-Vd8oMvtkeVp(V=-|K#_JZ#Sv?2bXhiX0#O$M*cln
z>T}t)pX1tk(bI{S^AG+<@pn8t^jO9EPpu_QZ#u0SSFtjMVZecTd3jL?OXoawon^;S
zE-7%WJ|eh70d5O{2Qro^LZXNj{Q(l0Mpcj6sHrylR=j1Nw}=ex{8q$zSGhgsVDT
zkn619S&9hAvoh$8VyL*?v)SJ=k+I#DsQjqQ8f(M@7AzKc@;~mTM4?TS;An&NzgGNb
z5%wGX+8X_kq852|xOd`>d-y8WUwa
zdh*pw&^$5J;Kp`}TV4%L4fP^i*CR^HXT@aI`
z5xp_o(l*XQm7V$;BdX)yjqcpPW$r1hmAI|Mop`2%{9K?zZF~c
zoq&`g=np>9A))wz7?TyhM|`Az7v@de?`V;p=!T!};xzu_Y$(h`xPc%lwaDy{_ON~B
zR!DJEebtuuwuUxSs;g|M!(*oUME?6Lg9*+MUFNr26y69QmR|(kP;m*%PsKN{b0I48
zH`y~WH8dbw#0T%6l^&&8a|%j5*1z%bbjg9N84NK-&_kY4Wg1yFWp++NvCm^
z$6yXl_sE7Lm#fN7@K^bvrT4%9#++PYZvNvxu|z3YNJO^tK(F;)q&bvyJ*I8qBGphd
zE1@<=rz*3T>KYF!l;P9A<Vze-}o(uQ`D=j-1s&XiB
zo48D>gdEb}8AK)7T=ihw=z|InE8gR3!pn%?N9}3HDN_w?@O;x~izw~fZw~#h9}b?b
zhe|9LFTVT9W*OX^zzMdaQoAC)%n*<)JE7b=nkPO9RNOfc%O^2pc8}xtiy|qMI8z#|
zaBB2Ye{^Oij?Vb~wt43}Q$!pU#O*&7OX7oc#)|4#T$4Ziwq>`gsZY=RX{ZiHLvbG1
zBoHr$K$qW@XTogDj!A-CurIcSeu}B|n
z#IDE12S@Ql&(rmZCpx3C$eVAtGKTrVI*pHNeyb#B}l4Qwv3aZGHFY(($|&523RYYR*r5O4ZOYh5d7LbFUy&kGQbV
zvu4*#0(dNaPdPGz%r=kQ*dA@-EKm#%*_t{u4B1_||H82gbeccQ&{s_jD9i6w2;o_TJMNEtTnnT1hMg4L{u6IaUp16-b`|@?tB4<<&`%%5
z)I<#8Z%1l+jUKP^@TV=}8mfi{h^O3xKK>p_Eg<{8(H|Wre~W96A5UB1(Ntq%5>4i;;#LYtyV;@_asa0oSPmlVC7Vo5~emM)G48$km
zPlO>WwIlZYJMm1(y?T>zk|e`dKFiC;j9|nLd>&>{*{X*AnUzAbn-kpDT!w4Hy??Kc
z^V&R3-lOqzE`v&wKnk`ecIbZvNy$}ITH`3I$Id`Zz?b2ypEx?L;`$_b=*{`2%a)xL
zN_&#QN$R(pnXWOe;jX>SR<69zW9pY9phfHIQad$
zCyz4d#y))=d@P_qXC)FmBkULr7#Lin8r$%P%>4IC_^rokg&UB6iFX>tP;ohlR-c$t
zm_rL2gtqeEZ53*?08{<`%m16DHg@bH(Ut0}mbMw+9o6>wit+vWAd5HJNRgULY{ZKa
z9CpxnYu#2E)m;V78{R{w=a5ww>sQD26AZHWJxwVeMJCFnzMBMo`Rh})hsKeC6P1UM
zD8s~7fm0cw1k5hCrEgZr32C(fs!n~x!ojBc)jA$Jl_eXgX#PcOk@Ocs+vk+gA^fTf
zZqth8t~O~m6u3Hw!^udb(WwisLDSh7@ltsx#1`
z+7V=?yS}lL*bzU9v5G~A#}~X=zRgfy)&0x1Ji4`ip$$GM6bL*QUVeM((EV2kG;J9T
zs$<3&LV*}nfFb{RwJUD1gD|I`PtWjbf4L|m)Nn#XguGCw$sT_V+L+CoI7?J-$gEO7
zLjU>X;^W>23sFjjk;a?ibv!GQ*<6G8Hamz!06{OknbxEfm*8CMeL_CzlJsk*e>-B^{(T+mD9BHDF
z_?nz8ksOfM-1zLF*!^NvhZ@4OA=lneNX7NbTijPc5(F_#Qo)FI1q=&QSj%0$9G_QF
ze`bd3&epY+l#UA=V(Tp)x3&IVj4(8Z)LG}=hT`sDM82%hq7wS6)$!)7TZ@8QDmQ$O
zow|~pE-34tWbcZrJ3q;zx$$3E6vCkzE>Q%WsRWwxmQwEw=#yeitge_5Bhp{k#C
zJ+lRi_xBj`GtppiaCc0Mt*V>iswPaaPTKn`%*b6$jAT)ZP?+bS^T}Qk_p>c(*Lf3Q
z3fICjc=~${{LgmwIHeUPvu>_VT562)+ii&qUI)|joOQRp|lqnq%3qqUro|IBp1HBjnok>n~lr
zxI5xF_AC3BkKM3&v4zDxju8vP`lCqeAR#7#UKo*JMT;Ab#A?J;AOtsK@S(!kG_%k3$&H$c4QEjWCMG9)544?}sS4Ba(4%D<
zLDY}3QyBI2y+EHhh%I!~<^6@T5^oS|?Dl62_JO(F*$OWrnc}!<$k)Pn9Gw4?Lpt3k
zIn%jt2pc%~EizdCoj!efcZnvw&I#us`9&r3j!1=foZOgdJmk%$)&^{R#6&oaC1$AB
z54V;|W7lnsUnf>iZ{NPfm`0d_R1Rb$evh%r+FQ|D=+xTrDxkEYX8T}g&o^h^OP8XT
zNi|g6x{5t*oi|CA4qh2o$*_cCA8E&$qFE7-+sunT1%}_~G%f?!L3emByUiyNG>biD
z^FvKBfu$9S+Z`G@Vz2Jd6LVOxq5ZdVBD2i)s^cWY7<`fDQRgCIqpcg#lZ*7`&Q7VB
z0FlBR0WMU!Fj3e=vyiPS-oDm6%&fZm@zUdG&mKb2xrS^e+ztg%h<75_AWEH40qhjL
zSS$6v#=pfxJj)8JrjL1r8IxG7$%3T-{SkHQqt(=sPxWqiw~HFlVtsL-=)&>JVM8A24uW)G^~CLreeY=*f(^i-~JF&HrYO
zGK)}uL~X{=vjHJ87$_$%|Ef|?
zTH>k+gElWON#MAnJWpmb4yUyP+;fGX2dYubBz&{}4MEZWgvcROVg3l$M5Ex$T&H5m|Y8KBi&9T5PF`mW1#UWdlX$9zCApGxDxc9AM3(HYJl8
ziN@T8UU9~qyLTmHOt#-%dbguo%7odvSaS&L3OvHaj#74V$>LG{xw7(RUyJ45e!X!G
z5}w@{oVPDB^d#ja(mD+d)DJOJ6V?!v>S8(O+I58X)ea7RyLU@OIP>bJW0*9Pt#ohS
zBYE#MVDR9(^JP629Xfb$566=-?ds%077ZyWD|ckdXPrq;+ydX+u<5S7GI#ul{EHnu
zdr25?-#%%Gmea8{HZ})*Zy1!N7hW?ByXWg&IL9T;yY18S=lcu{4a@O_&@)?fI?Oce
zIzPzF*m&l$`%wI7`@l@Y&!?Lxg
zJN^N2#mU2D>sIwqyRbGpc=YI1n6n&`VcMrp=P}_(WkbrLhcnQoGyG%7o}smyHW`53
zT&C1BApo-xiE(zebkI|uVMX9vMjeLn@D6e-#058ki=6~4Z{)1gk*0A?7Y3T*_o%27356?HIK|JmWNT0$VG4Y6ohLL
zVQI_F!!s2xvg+$ShOhPCUVCHGnwFHbhbC8L=uoehm`
z&8bH5?84ZX7@Kd
zm~}(4u}gb5HMIoq-Sx7oR#=p=%5bllGt~kQGOvDmG{O5@j*(6%tEr9c>{K1)t_5Z(
zatwu=t&+C}iFW&$G|w1aK@k?V&hODycb)J7e(t`QF>N$Gv;|
zHj5&7zS8kyM78p7-y$CuJl=5#f4}Bc^TRq;OX)lh4?5B4SW#T8%cjmBqnf@izG@J{
zT`*xV%NEC)KD~PB@|;5n^uSWJq~Ap9Rba-^Kf
z$I5k1n3+BGPCd)Z}h2}sqS=lb%(jI)Lp
zoAr*gtz8#ZIkKIj|Nqtk97}LKmme}_^5npya#NE6=2W{rz=%aPP+#BBFqDI;q_*T1
z#x#ei=Z(a@#?=hdt}EbO#|VSs3iXv&Ge9CBg3tG94uF9T5hZujyl9PK*|MGY&X$vUaMl1oGJ%Ts0jpTXo>?Bu0iF;=nV0uDcwv4HnxpnREQokKh>
zXI!;1);>B&RjO$NvBgxS&o3-`iZze&DAV4(JA>ErLUu#x=~YUcx^Q6;7Hw=sZw
z-t%a2sbJr#JLNr+_GuNLo@jueye7=F$=aok8a&eBfeA)$xaVdu$reUN>@#4%d~EU!
z$`eXJmag(*vY4Iy2LEu6O49z_oe}JgTuj`WzUjQSdl0V6VdP~-eiUlm543sGn^2^0
z#XaP*_^VuTAuz|weI9mcR_nTV>z105vY$-~D(s6sOHl6C%`*BCTPC1OQi8&zO
z^pu++Aw!$~{K*Dioy*%2po%fanLps?o8EUKrp%a{&i&g^eT{#VLtXOrNt=C4b;8h|
zor&lZI?P?LAgz;5AyHg}E}q9_hHzhF2mTE#(Co?1&0;`lRN2?B_!iI4C@SVZuu!D(
zKdRJ)yt06E=U!CYGz}woh)Bemp7hjIMYL8w>*_AE6xSGA4WP`$EFQ;}J{vWYi1rH2
zLp&!JY#C;FIsZd^S!t<>o?iP{wLM3W}FxmgLviELZGl
z<~&ZqfBtZBT3NHV$?(XbLzhJw1X&ZTLM|4o;w~|Qox{IWwY1LprZ?PHI_~>J*4gG7
zn-QBD8;u#-Ubbt7me#-2Q}4DE`;zq+OTHVK#TC9tO}*II=!Dl*PafpfUAsnJ(z$=T
z`9TPm84_S2l^BcZ^_ZX-rnLE;WLEmqn_X6#ybA71ZT8N|vwve*O}hTdrk0AlQPZ}4
z?Iu#4h#+k65MSjFrfwoz)8818q5{sGS-|D8+NM~jz;d2)^6iW3pG!(+lU%n0tw`77
ziemHKllyjlhU-aEvVh!qdGlb4LSkaH)@R*L+xtf&q3x{0lJ533<7Szd$TI#S6J~ah
zS=wQgXdK$SxcG|~C8)u1Uezvt5X>FRxqDsrMd+
zarZ&5CFJDv#u`u9S>mmC`m7TLr|Va=oWigSXE6zf&Kll(_8jx~-@}Jtv#A(rKbE%k
z@b!95F6L<7q+}{=oWXr5I9jc<4GTVL;C;Vu-#)Q@FQfAJP*#kL7jCV8e%T2pCXB1G
zak=ep;D2gAZf8^vmZvT8{>Zv+GVHnEQ=KyC3fA7FFqkGG!NJ)_vg+FROR~SbmXica
zF6pGCR5IUBVtvQlFCJ{%!Jqw(@$3svMp8zLod%en^^xvC{V9wSg*BL`-P;%3TCt??
z`L&;Mkv$ES-aeQ;wJ>fR{?n#a_c%t$A3hAm`>2tT6V{-1K3XC+l=piqEzy1Ol)X=$
zxcVGBMO};&*zx*m=(<@U#{U*h8{26v!grH?5>{j$ZCYfcoc7>Bg!~eE5c;;
z5ZJ?NdPy7bvndHAfJrpA
z0f9_VP&O(~ZC;wy?f9)lA4VuEi>0(;G0^49!_W^r{Ti+_s34G~w0wu5ii#3!iT|#_
zuNIy7OP^g;AH6I`uRpha!h{KY=m9fa?)AGCtRE`&@=!r1J#XY*f3B+PakPXb1-{zu
zf5iS2mg88TS*BxQyKh?Dm<=x{aD@(lkgOQBZH#f;RY$q~VBX0uUv{UdOr-s0@kYjP
z8Mjr{EbhicH(EEAOWgI0fknioo6QbldF`1q1A*;c-KyJI$g&>}cG~YDydQRs$M>tB
z$<3oWUcF^Y4*(a@{3;z6JEeI=w-am{98##ZtnKX&fHWkLQF3>oseVoUT(H
zbZytJ-O03jM7{bzHfmD#7E|1d1wOhV0RQbIcE6r0v3hTt)~aGqRgfQyCf^mrJbZY%
z{w@u-N=ix&b@4Z+)W|4guxy5=9Kk5|NZ)q^4pR
zX!gBDq#qV>0LZgcZP0N&rJ+%lFLdplG9J%VRK&XcF$fPa7jR@S2wye@mo50ii@dYG
zZ28(q*^zQ{SwTU8o>|q-%CfR~uoa=GrLxI|c4%|fu3I-puk^w)wC9(wFuxNWEgFDh
zmZS6ipD6%KNS2nBEr#q(%g?``R80Z%3t%Y+q-=rmiPtpxVI1KX(w%o>Bx{R21gpzo
z?^&PA%Qv%Im*{zO9+#MI!H5K~*4|#9avj2c9@(CRmzJKfRvo#{3#HsU>lXe&NmNdG
zoy(ZFGP!o8F%{O-Y14X{I6Lhl$T7_`a^zwlB1(+c1WHjY-NXNS{lFpEx&lmlec3v7
z;NZb+L!DdS;j$NkM*0{FUwDdLg!cyz=mafYDGU{&8>WOD0?XyQTp+YppsS+PUg-V-(B(1P87z^#NJo~SS
zvT||;6po@YrOCX+gUsSc3S2h%TUUUDMy_%?$8Mr7q7|Y6ypJM
z3?D_=K-Xxny)#7Tt^--Ka8;0DATeRUT6C={v|ALn`t<4y)I?btATAsVuBpy`-t9;K
z+zlBhef7YDwy|Tzgu@Dmf!I7_~c-Tlr{=E6r7
zk6Lwc`a-W=I{_4!wpN`_8N$;!PMyS;DPC-9`i=Cr*2ZRbw0)iuyW<|S#|l7&y675(
zVm2x$Lsksrveq5|;3Axnm@S0F^WkvS$xmY^Jo0>_?I56Z`j>!iO~vIXENt`ht#9iN
z%wcsQKj_C(N4da&0Au_=*#k>=trTr#2-A3l)guR}=E4AA1UO*=z<0nml{8EBZwopu
z%4%u@B`}vk+HRWgqyBJvvoXhC>)>F-$fH>EmBVYbBfkz0)Gvo9`BGW=Ld!k;?vzn|
zq`#Wi|DFL*0<84*A(wS1Yl_|jmC~=ASUz?n9WorzWtg_T{QcP^Js#|A`p>q9k(q7%
zXs-m`!BNk@wPGPH)XfOrd$YBj$1U;joMjfbq$I_NdWr97!e<;XIq^wCW+0KJ&%l8T
zh}qVEXM!8%w~uQJI(v38@CQBP9-5%EjEqB?M=w*VWP#R+698fZH*Gq1ZpXg;`uS57
z$;#F_72H|ZwM%;`(Oro?L-Z$vpH1Cdot%sTEWeSMhW9#<3Q)`Vacaz;w#~-jdCc5S
zRZ=UovFI<*Geq3?m*lv~7hV9<7hwidMuS#9uejVyI$Qx>^EV9}PWFM^>P?4ZkufZb
zQlAb^l{yrOL{ai?udguYNWGqRZTN^0$2s;~
z@t!7+P6g|RT+Gci6a5M0k_m9d=682|@D4R#3x?vQpU$JH+kuzos|EVAxrg6OZySDp
z^u`+5BF|gu;j_AHui@SADbd8u|GRe;9NiE!8HWJIOJMibUQm$`cCfiO%)3haNU?T?
zx`>^Edr!`ZhGH$!Ty$t{tXj>AS}J%(!mT0c
zDr4ESodS-6)3-GFmjJaf)`%S!tk-G8=0WT!U>lBDnH}gdHD*O7PnM6zW}So16Wlu!
zzr^~4cu!BJjExUHtR>CY{Q9-mG)#{c{&P{0#L*IAqk3{o6&Z*PbUp^kHtqfLBpu3^
zMy{4LFfcehhk+FzVKz*4BN-DlS9$pG1Z?5yZaWw+n(_%tayA0C`9WgW
zYKGKK7|6~(x?`2fv1lw9&aw?2#MUZ`y9NCB8k&M&QydmYxFk5azX5%|GL0
zvlzPrrkh&MKih+ZvuI5$mPd_pkn5QE>{$m&N_d4#*I-v(GgOJ#jVF=*K`fNuHLhMa
zDQDUtJta4kITB)_6G;DE*HN+xDhKI08>OzG^X1$=rWUxS5*p4kkS|q8x>y@FD_*+`HEY$EQ84
zGhmX+X6U5-(%ayQ>{WX4Is*hjX1DcA)almEG^8lYDa`ZGN{tNV@DjE`Z4h^oTk=v
zXzB02F}AIvYp#5%o=xG-;QC(9sWtJ>SfvluGqXBkzqiFZs9sL8uumrI-y9Qh^CoLS
zp2u_x_og^WVs8>6H--$`!}1;Fx$C0|xtR|{+JhvBo>?8MHdK@U24Ty4rjsF&_}w(~6-mW3frqgl
zqNt?|m;>yv@UU=(=E|T(mrzlVfjb@y2w)n~?Wuz6lh$#GnL~((VvHnoop`S7e|gKs
z13C=RuJT|`cN6=Kt{M*JXYBm(p0$P?5M2+i>06Aa$Hn3uaX+@EwT
zExM}}m-+WVr^2r|?(C<#?A5E6v6a<9R+uZl;TVU2c+slCk?e-M!8j@;uZK{wwuC({
zD0cHSV80nG|GRU&`}gmJjWHP7pqb8pf7WZUK@2)a{*_zD9Kh>4;(US21hriG9=HO&c-hVjl?CRDAjHX##E?g=l
z(ly44F4o(7w$Ge+${tSt>vT1CA}r*Q6XHWqfCvVc5{|Ww85L3zRM@bC$MUa!Sy6wZ
z@*>dEeyAg?C$FVv%`ij>HE#51K2hSUS3Tf{=g*&yQ$|yhXo^9C=NlQ#Ba?OPHh`#i
zday8)FT&0myg%~g_8n7xxSb)+avho*OZ+6#R|IyDk`#+PBYwJBrVx|fMFTO5Ub5GL
z_HczP`Pnb}@1Cc?Ttx_^LNL$&Zu8+=|Gs?_v4^FKSbO#W_1E$kr{keXU)MEZWCR&3
ztnw*{@gUI>rrazz#!6E}G=o<&o#P31Gs)SOoex_@%td<2FBYo>>5T70rEGZYjC-eu
zVKg^{dBHu_KS74!U831f`oyVIV%w2$>c=&2CYx#ePn-}N4u=jO-X0EF%2@smfNAG2
zGwBfH&h#T!13sc0$)8(M-8pU*X|RJ_iut$8K|{5hKlbX=r#*WzaW9b)&K?9cVJlCI
zGK__D08wIF%vmD>%hNtDf-=+6(~}Tij$i*`fCzY|VSUy_omTZ9yDF|5!M2}nY9XwX
zFI9d*YO1eKir9!m6ym__=S$+y41nd>^mE;q5sO&uz@AS$)hVC_?gEQ3jP+sA?dw}Y
zAJ_HOX{aq^E%oIQZ*C;)?_eIc1|ezVRbHV@bc{kg~6
zTee@n=XWL{8M;Jpc*uf|C&Hiv(BXxxKhFFl%mg6j2%ngbM&~poA1#0NRpa7v)o*2G
z`)TaOB1HgEgLl7%{)BYf_vFcRo(^y)O#Q^?VwnxOAuNB}jkDbw3p>B84Kr2|%gA`<
z_iq<{pc-F;3csOU1u*UTzFV+0-ry%K0uqS8?S!N1z%%bfOq#1py
z%7HAdn9_U8&2Z^M?OF5lXA+e|6bd(Ju>q8w>-x1%{~L}1L97afJX;>?61}ImVzb$<
zqs`a$v{ex>LkQ@H<4W91uTJT+O4&D1rpgN6&zsvHwDBU}C=z
zhuIBbY~@t9RC&*xO~RIe86K%%I!5ba68{|P{hoxWmetGHOwZ2kzrDLVlC6SA0Q!q5eKw>|Htc|WXhK|DtLv}oLIuLW
zvkNm^?**7Oe~#ccMBcq?v*W8xe&MZA<8mI{26j(MNRU7uXZ?omui#PVpA9Ma>wUH62#L6
z1iYtCr^IKtiP1gXl`h_FYEEZh)INg~G-8zZAL~*qJYQD3u?>XFSc9}_d};Z9xnr&N
zVuuvS#4}(KDngmg?WOo%g6wA^?9JuW3T!d4UcEZuOPAfMJqEGUd!}nQA@z~++O6tD
z8#jTRpwdTL6s=H8nzU(bQj-KVCJfIIF_dOrBwV9`?IL;dWDRk5z}@QX>8?-vyACEF}7##-rj^N
z)Ep9YP?+y{pH%ve{Gfe`BPH)Mj-6#;JftiA{XM7n-CLin=Ygv%ly0-(=4+{}BrTqw3NJk6$ezwkLCe?VKmeYyKy}
zX-I~62*0PcQT~G3iIJW^zydm^IEw8~CzrPkzMf}~FhznTiR`UdE9cFFvC*15v*~T*
zg9n{b9A8ZDs8Xh|mF*JPlv@6UtGo=ZW{~zGvmU>zeQYqI`YTxG+4=`OOzisw>4_?1
z>FrSPf~A$t%MtG_3=1_4iv)oea}4?=sVP08t&TuOi4{i%@184Ew6wHP#U}RnCJH6K
z84H*WizawR39=>$K7``4!ZsdS0t-zdf`tLQrlS(*`RQ!mRSQdsixK!F^*PAG>ntjF#R=Q2K`byckgfY&Jz1qw{O_8&
zM1bld^27T}H}0>9bDIk2*WrNP9+Geg$J=05D=B;?DywK22~lklCN{PGuK7IsKe?2E
zAcgmHDJk|ndNg&Jr=Q$ZDWCxXH`g}*D2!JiCz9{x(QiJ{7&WRZ>slrYArM)Z;ggw%
zMp{m^(p5e&p*jN4MQ2jSjWxBG=X#lYdrm6ozo!28m$T>2b(3KBum@%DyDuxvzsVST
z6rGqq{P3}!5)|h>pxh>H%P!-6FM%xuJ>zFRCx6>US?aF{3?EhoASNbt#NLnT#;v!fI0mJk)H%qUixh3MC^-;;iEa{Jif&RK
zh~vfC67CSGXwT)#mrttK5`aV$guIfpUDiOU%;g)riu!Z)N-f6TZuHMRrAoU#MO?c4_qAGigxZYRX()DYt!omPj-n-
zuLk8Qg>7)WY~Cnh#zWG$KpAzGm$AxI_-l!nf$?JRFJ#@xPW}8qL!%KW>-5Isy)?Sz|3)?oN6nsLs_O9eQ;upC$AYw((R_DUE
zpZ~t(Hdt@k^g?N1YeY+V;qF1b8U{6wIgX?P1+$Q;QPuL&)J90=4L^LV@&WyN&;pqo%z)c4xtv`&OpL$Gi<
zS7E?d`QwLxySZ=IA3n4^bhyqv!85ft$bpzB+uqjd4lywT5LIXi1hWoYl7@g63xR}G
zpOTUiRaVV&ZW1e=T?;DHJQ|u_8gGIIhaz1d?d;S!)9h3;{1};6{4gPLgDF_dOA)^n
zkkXDH{EMQDg6I-cxmi4VA<{TLb;$@DfNAsx0`tDXYmyD@?b}Osm~!cYD?-UpQ1DOo
z6B&67fcVkFhgsBnsv|~}de1*;uGSayH#;ZiGVGcVE2#F7?se$dJr>Uog0T>&^Uj^?
zH@8fg)FsimDXu#>IOi0a-0)<2YoBM(gPY!vF-yz9>NX-
z#nlC|qgv*!-03#`XWOLjf0syAF9;B|K7G@0w!w|bwlJ(|V4hHbokON>-TQdw4}Iob
zhCW)p2<+zyW;R(&{w?G*hawo_`Q!BdBjLd{&gpq5Zo1X
z8C;dpwBme;|EV*|L#Gv9b#o8*Z{WuWVTEWszp4Y7_mcJzqrpl_5e@NUTqVqwFEtE_6ehs#S`A+X^+;X4M?*_K)L*^tqtKd3P};`D<{4~s397H@UkcVD{3+W)7FxO
zM+-iJ6vj1_W#e)dZ{_;EdjXK&&#I7F-Xms7XVRPvr)2+C=x4oLHn1Uu_G&SKHH@OM
zkG%XM0EX?KlR7*`kWQ&(LgT5bqT)-hF;CEQTeiH4y9RtM4(OD44l9blOLQat=dGC|+(v1Y4
zd`6#8$zzq;>9^K`mffakz!bFd&%?eb9=_GP3y(5%yf!CKTvsFS|Z@x
zQTOHT(tX;3jq)!!$CZ?tBe+U``7)G(*KWn_M4g^(6U~<*t{J)eO#;6A2_HTz8`b_m
z+xc;qEy5j%j-s#PjlNKOHapbR8nL~Qfz!f?MqR8cCUgK6u5O>1H;4GjCfzIRLN;b!
z=|YP(YOk#po3yEd$kW#AcwSiuMf%M(8M1JQ!-_^W9!zlky{X^CmF7+88Iy>;&Npn+
zD_5Khgg+E{FVeQAq2QroJ1S@ag)JYuUpHhX6D&RZ_U&--T=+(IPmfnu&%R^1q`%gK
z4CcJvM#HDrEmJlmf2c1x@L=+71Odt1E$1C(>jGb7W^UMgk9I1ekb<4clfj?VTZm_|
znvk?Q=gNDhY5ex#!MI^%`P=JAbW7I|%-e$+&{TDyJ{4=rN-~RM%bb{$StD>)UJTHX
zHz)ivHKCRD5r^3)?taVs-Scyo^^=rbhF=8`{$_K}YE-y;4ff?glF+J==Z-UY;6
z(@fDnLCMvy^5di4aw(rtUMdVf#G!{nGcS+*Jz@BTMq?qs2LuFZ2V!N(s2tUCPpTWD
zF)sFU5mkaVEO=)S;>EdK^*0t5jkjOfz1
zYv10zGsDd6eKKeldzpp>_*|-6d3)wmhb^F419xrW|3+(G)!w`CH#{$q@TJIoPOF>r{y#gT57Y9m
z2D2SMVS*PfdxV!8D^9U_Q$P~@{!b~(z{I{EuS76ZG
zXIb;yK@xF)Dn?;-JYdkEBo+g6(i@ots6mZ*XSlTaXB$)F+Ur}~C&?Hk48EWNORa3Q
zvQ^CY96j0t>TvlFml`?KpgOfSEz&P)+I>TIGsBZbTXEH`tgw*h&TPw))Q$sy*{Ld~
zEDzXYj>wcrr?A2Do)S$}sf
zp20aySt<^(#zp|ZM@wpOp}6~~kqVIJJ&EidePJ0)5()0%qeoFabprK$=zhf(JBWwT
zFLKh;rBRw&H*g#K$)#8W*Gd%p3ZqFEE#}IY(}ATEi+UjQqBKkd=UUBOp>$Ycd^1L-
z+VrcZt?i2xX?`X%#ocs6jtxn05}y&Ggf#ski|v|ry08+UYHLbtps1|UjaDwADFgx=
zz5K#Boo!zYNQQ?7?p_(=u@7c5GUY|-n
znV^4J@v@swA~x|M>cx(2EHEjL=7zaO+zPE3Gep!GQ)-POj$OCONxvJXPgmU1TneD9Ru*TFmbiazMx1r6^e9<=unI@uP!{({gf71iCM~0J`?ywr$?V
zD!k;|k^R8@#L{1AM5viH+Y)(IArOP~=@z3t2VAv&1FD|k%f51D$S|DA7Ja`!UjuSF
zW^633P027R1Lw7V`?&I*OKsG^?i*_y{{cqveVx`Na)p57q*!!JAm*3(JRQFbBB=S;uAp
z@$$q4pR6=&7+*$gN*%M+_CmKNj@M1?>Jy0{;^Rl1-M4m3FFldcm5cJLqkOL@pkDm62O{$(aU^^t@b$O
zrgPHUa@|1rLa`+H|DwMS*FB{O8P#>L@r9`e|9`}{ahRD{drd#~kNuXov3MMp5-$gz
z%_p0V?69;PKp|N7jrGan00YikI#3v3=U>9wU^!ZKJt(WS>H~SiDNbJ+@6f1$>UJdu
zEGbp4viY!SNkdKhfKl?Oc)W>2n^oqU3>|6tb(Zf8?K?(g+@nisYNO(Ya;^E6WC
zSWbUjT-=Mrx8TC9y2v-~)PcJKT?6#?<7f)(^YGiV4ZVtLixS%zT+kW_)%X->zlNQ{
zV+O`-O#ZvXUyr}j2T62?6h~2>Ara%)|HnG=n^w`%aw&-@Nx2d8kVHsJOV{KrS(PXb
z)MP%lfB|k=MoCf2B>{TArb;D*&pnzsN^=nu6>uohu_AVqi?x~jeP-FZ@VFveXrV`2
zM$SCcyPE_bmc=XMuPVMuO-%q&6mUI9@!R+BVi8C67iqUQ&DWd$>hz@&+c#5j=B7wmJ)NTEe@`eElv2fk}?@o!;9S3{d
z`Z^=C?&r@e=mPVj_}|S<&CFEDkyY18mfl8Cyat;CDpDqC_mUZqeP9x~kjMvPTbaFNacylY{10z-RRq%X%&%D-a;j{b_>|1
z#Uwqdh9_29R&J}rE@-NWleOhAu0G@eTKj7|GI>|bTAa4N^YEca`}+)(bBg=ikoF8U
zsS4f;{e@b*^O~pu2nlyH$^o_aw}r|Beo$~nzpD%VM7hYnR6qFDemuZbpL4aO!=H_a
z!#lM`g?Pl^bvMdt-0H^AmiqAKCKS)2
zqP&?IL?y0=<`PBAZlE@M=XQ4a!Wsq*=GeNP*Iy+?(t!*ZFkt++P9AG?n1mx3fVzl%
ztzco|)+cMNs^XF}_`4;v)4N@<@rV+TI^B+(X}11ZmfIo&gTog3E^rjI8*{&=j(RPs
zDqRCiR=ns3mdASx0hmUvzhQ740YWg`6ai1^=WEE*q5yfZ^$BDiyA+frPV9|Doqk}o
z^nRIlD%938peRm_H6i)+A_h&-K0O64QSsR8!HnZ@ws*iXk=y{Y-)YSBo~?0p@qtaPlf6
z?H7keF1xj;1$P?3Va`vtTs?ZC$TK?Qqp09vPsPQJC
zua7XaXUvHEp9NJl_tg`$m()X1-Y33loJX7`DJh9ajn>g?`PdXTqTKj2SK(0cLv?g{
z!?d*I5Yq|OIDs@HiDTA<5d=hM5w47vh9FrEILv@QBo&!NJVHobY7*fqSi(6Lny|AE
zgcyXDSo+{Wj@N9oSOzQUk4Bd$t~wbUPFNtBgapt*s(rzMks>T
z+Ne*RIuJ6pbLY-k`d1K~`zUxe%hGo2X37ADVCl{U1>P<0^(AHV3K}n$m)3*I38MkI
z6ll9XT()OOtV3?!_5&BTb528E(v=eJwUx{ylR(`+g@L8x8*!eDm2V`|d
zQ2N+%cKB4`OUA*~bmZ~gtQK(wsaDvrflm;s37(AyE32R&>K73eufBl|4QsP?yXz@#Dqf=z*&bCcR7bw6~K;hwBR@>U9PT8V$
zpXAP`0WA8=DHpQ332Re(qHRNylN-K7hL!B1-4rzexR=Cx$Cen4JOa0*nS*tsXy9O-
zr(6yyWZGpfS`(oy!?wCZRYC0E#Qo|k&)i|AP_XV~MIUbZx%1}>?Z#xHA3?=BYSU>@
zN~Y6aM=aCWNejLip_P~qdJ@n7V@qG|Q}*+nW8)Dw60rGQRtN=;6IEX`G&atn;b_Pd~<-2sX5PZ|j?z
z-F8Nn#&&hCihkhy9^pZEf_2i78;jeJVj#i7yt3EKro>Sw*#J{$H`b~fELyY=xKmC}
zPQpz7x&MU=t&8F&zl<*|b#7czoT;rfXWqQzq$DY**=jAV+D-xBT_ShV_oN>fWgnCb;7z-~!Oo?FCQ-?&(QPU=AES
z-OPS(QD4jEpi?JL?i0$p=g&JnfBxLSt8>68q~OafZ71verc~uY|4@5#?}4W$H6C*t
z8A<8X^(bP9qZFe{PnYQoWY^+8%h9)r9?5Ydc!~M>7%10Eo{!W{+RQXWlfw!lw`@RkP5p_RzrT#*bP&1Qz
zCb_1ezL!D|T{Dju5$#hnYwvu$;V1Qc^@bl;{64&}P@(CQ&0Hnj{`bmSTxQ(XR^C;0
z&h=Gnq3f%rvBA!Dsf@U{pLG%K*tD%*I(JvlK1WwD7i4i=brb_lkmBWOSU
zsb6pyea$h%mMy5?^vov4<4ZG^uxEmeq8(V?J&Fvvss79`=H95a>|b2Bi<#nH?Y-if
ze=af?7_-y|ZIbdMfaX|J;BfZo3UZ1)gq
ziNUdKfRu043|Gk=jYgVT1T3aPrgR
zt)-Z)lgzzdA#f%Dretn{;)%4?91|bi#N3f&+ekb}u3WvE#G3+_qV&`y3ln7+HeJ$F
zmZKM95svhDKW_sqXiriFxQ@`bpyA!afiAzk2+`T)m>4-hYQOoVsTbH4$_7*dVp%fF
z+-R$#VJvF!f`RYA|U|_a1cr^f%UwQ1OiTFmQ~`>@*Y0A2z;cOK^ZdQxzKBp%Akym)dCr(
z*&P?>;hn21+*BeX$6x*LYReEr5s=Y3wQ_z(OL@8Q(YxX5z+MMYi3=eP^KQ~Kko5br
zLQV6+*LIWuA+kw#l_)~VEn(ml&f*Om7No59~%&{G5hwxk=;ckXncQ;~qf
zvy8UyD>r1w@t`2FC&C)liKuo-4NRj+ao-6u7l}s__5p)Rw@!t(^dj^XQ;Pzpi5eI_
z(*XEL~LNA&N4D7WV7R>|J(7cLG>XhcbRR93%LOweL6(_V?
zlo@)+Cxu27dm2_)c5*^P&khNDIyOs7%LJU2V6sF(N-{QHx>Pi3Vpt{uuy`n^n>|S4Gyv)pZymN$Q1p&~`knTI66e(bOV_S)0SG3*RawVE*@lWHdFYt{B_)Hd;L%0p}j;<28$pjyag7@NH1?inCvik#018>CkxD^
zwxO*c5)leSlZZ|SHQr2w-jo7m&6gq|7w6FRi^&1eI(~yf;R+#e>P~;&fjm81S67M`
zD=EQuqSM`AvxY0Eq)XWP9@8V+RMmYuPD}A^AyhqdRY0I#r%v^!i9`A;@P7lQwY
zG0mco;)|LiZyc(am)ph(GFiFuC_jO*)i-}PReyTYVD!x=UO`EhoiP%*cOLlN?T=q}
z51<1EXu6R7<)&@#ECLCF5}MnZ&-)d0d$z}GvNI|{Ap^0vX_**s4KJKX>KGi8JBq>|
z8WycKZl?C{{tBK3tdeF#7b?E?Z*_bLyA6^sL>LdiCXNFFIHpWA$p_+VL|d(>o_wf;
zro5{JQt7Owk7Q5~ji+?|LRfI2?s1mwr09ZR*b1gE=O8HNe>mm)C^Wc4U{Qj2A+|}h
zE}#6R>_B6sZ(G}fZTpFno0$7$=wtWX%d;5MA5R^Jwy*P^-H@~F`qiE}e|~52wds4z
zEG%Fw2SHV#-?G_RM?e$v*)W4*bQ@%t&nGl3!srVN92uSzr&D!xzx+ry<~XnOD+H+t%pvvmyW8BkR1xLf_A^Ocgixij`ymsQFw@3
zCEhwDhVjakJ?Kt}Dws^kP%L}J#?Fwq)h)H@gwvwI8_s!-A9Q5jt6&`?riQ0YzM?0S
z0OpdKnCOKddlod}RGP`7G`e%<&Qu(&BFJmHvhm%^;tc|d|9O&zeSAu1KkT-(Q9$PQ$mKUsL_+VxS$q(jCua@sEM*w1eZGDL5Eba~5ejU5Zi%2S
zY3ioQf5O=J2=|k5Mq@xOi01MuS3lzYLfD?UNAVbQXoTX5?9i^$t0^!o^~AQe)P#hK
zuactmu52qn#1=@20UVTtOZse*^sT!O8}HUU{FOFRIFC&OwnCA57L`eG`t0HP@`Gl$
z{QCz-CdeMAjAdH#&a0i;E=S>J5jpjF_x`;<=(nI;sn5F)nHE61pLleJN3+wIao@$j
z9}+5q6^DIoSw8TkqQWXX>pPv`g0ZLWetU%7qaU!-8R=u+%;OMqGB|oi>O%MO69~GF
zD|W_Z(g5D|k{E9!o=~7|9v9KSVd+~Fs#
zn5iuYH8tTc>@cfjUV9Pp=g=b`V_i=PtptSJ3+00)_rwck+!6*e*jj@P7SM09Ef)fLbrR)s3Hi*aLpct-8
zXyyagsxOT&?KH;fo+2_76dblS^|E=n^BDU7*898il(kitBiz(FONpV&|EH%jkIOlY
z+W3QzC8UUi6tWXaNZJ&sL?LTrkO-MFmP|>jkaY+ZH4<4$GKP}0StgYV#h@&u7;6cs
z_j~4@_npuDGlM+O?|0v4xvuM6hmBtL;z+@>E&_jvPfUCtI5o2=0pwv;q-z&s<1th#
z0IqSg(bHun8BZMAxy&aecvbf~F=Nijxe4q4L=9`lkJpX~uGtUFE`=$A196NJ-x473
z0jQ-2KlwJ}Fsv=4>Eoct2^sH83E=(a;U0vUVkxY0Wmb|M)sM=cyH9tI4X;d*3*%mGK(TJd&cL3@fIW~#vPyjbA8%z>hA&UB}kV6|{rB%M&=
z9d}K&q}%f8X@gmhfN1g-=0@_lpcaM&1_TuFhbMPZ66@=z_$!XHJIsO+n8gfQpZQ)WVYK^J$|Gw>uJP&D`8|7@*oU8tiSZ}v+aW%Sp$nQpTJ};e=JwjlZ+++Zp;Sf!
z?aOA^*t9i3XGp`~l`~-M*a*ZTr--5Bp7KofD2cIs9j;oEIuUYk8sm$$56zDTOVR+e
z&pV{QEyVry6lH%?k^GR7#jz-j(n(!Y)5c%BfEiHDhJQAf>6A`0H@<}4kJ~bUk<8$O5svn*c0z&p)1pPDw9Y{WwXG(cB(n~Y`?u3x-;YiDVY^8=GjZJHJdEzs-Sa2fqx
zhG(6=B;Luz+d~Z6;~g-W%?-!7vg0U9t=D+X1)`uVaDLXGAA>lPUtPrhOG2=<)
zEtcTF&q@$?1(>$qKdpn9KTf~);BZ!n#)%Ix9&=ax{Oo!&unw`s6R8~o3`OLj6~qJn
zpr8xIj9E(P88C9>UMdPyhlw@Q?CsC>i?($t$^{MAMcUal`*@+7sJdjr9teQSg?;r=
zU{~=_4{xr<=tK@!rd?NqDBxjopOMs@z!MCYnBo7SLNXEKE+*Y$?BD%lQMha2rtTZN
zYfLKx*!XRr!*;_j;UCvLiQl9p(e~ZDX~@Cvef6Ql7F&+$=#U3>8_WoOtM<+I$;r~(Uy*zePdpGt9qKNfO>Pr;FH>99!ib}3YG5OUU
z3HeG#ynT-R5=tu4&z_!SsHa-UhV9-wVyYq=5NwggU0GY+-20!$5%dkym)qs#=IQ^L
zceXryP@9evo_XH$F1ndf?Eg+@DTs}vFpqAb9b7z4n8Y0ZvW`I>KpctD65<%Fy!G(m
zAtD+!AIz=w3=9gYE>7*7Y}+d`)5_X;kX;=#cUmov{k;!ivWO;Tn!k3{
zoi*(2wMlwMR$3P%X(Yl^-OJb%UwylWBy|VjPx(|E@x`_!WU6>rp?lpAa
zxGF5)cZ)!9sm(~QDhKqjy0m}d>hkB+tNZA$rVdpZcOI$m+3({cZ)RHayZR_J@Zq@R8l_4>Q3?K6KyLh-%~w0Pq3Y%
z8kS>HR!2=majA{J4gMJ-znwAY07~t<--Zz`i1A`hFQPJekqEf;?2l^496mT79jV}I
zXwk)3(TmwEo5_=pQRGX?!VRy=a?{_JJ-5lQYBj8(G!|&TCV`jNu3l7J@{W2phU%dZ
z(TnVo&^=%?2{x?W;>bYXE{rs*&7jxAz<&d-%qSItHL`1o85HDbPiiSZhOT~Cq
zFT1Ji(W4?FN$Eq3YvkSCDk(WY5|N+Hx$ix=gTvDoRnfZ#)m<1KmDMOL;#eaid}6ZI
zx+wP^6F1z^thO?nx^D$?`XO&ep(~f>jL&|rbVyf^1@OqVpi>!zJ5!rnIz;u`66rX`
zHDEg^G7Z{2PQ)p^Tu>g110>y#s_GU@ym9JSIWTGIvSoaiGtYjVG^wSS$;%ARc{B#>MSrEE5M+sg`m6UOxJlf98)gG>oH#h}_$qtxDn_0$iV5
zMcuH>wQX5(Wv8LTho2;zYOK5a>4J{c?ckuGdoX6DMgYtEoCYl&bPLx5>D~^H4wb)^
z=B*!{DdCLq9r1$A+iB@t172E0&+mpUo}3m+vsDY&yA!>ej~)aD5;6@(-MhRL;Pqj~P?2l=U_t8Zvea4JA*rB(HExmC+wcQ)`^t_>EZ}F^$bCbhp
z%{(2JX@6%8$9`G!|B>s6
z?nydXR4)4eI@M71dVX5P5hqC9uD-qsFG`4vQ&j%aoM|#O_sEZTatuLM0lS4P&_u@K
zd09Y&imrsxUw*NJ|k2T%;hW5eA#Zf#b_9*fOhfXET%Rq{5Q}Yj`nTz5n~@@
z&LGHrczAP@m#NT1bdt3FcRF3#9~Um{<&KKO%bR3r66rZvL11+PkLqQM@)AkH`(C6Lf#9F@4sEUZ{Gk!Szhbj5{#yzun`j}v
zRV77551(H8W&Ue|QZJ9bXws#!w9swzXXI}CxQPs%PpVwQDp_gtq%uBwlu%SW$JcSt
zfqSeQxueyN992A}RwLKJX}elYNN8?8CAH8t#U304yqpBp=bAe*pCyq4QG%DvgktLj
zr#|rj#r-GleRs$OO1&4)o|*D7Ro-5xwCB%CZ@(%wu1|i5RqUym8neb59E{H~bHKJ%
znnv)B8T?2VyR1ADw8$blyNNBHXBtl%0$lS3hN6iJaetLc8N!v6jTOQ$hzAW|N&&D;
z6<9*;xt-!f<*%K1K`R||u?XCDKu{$)m^9WeF+4}#Ea86r0=lC(!E#VUc>lBSN_F&#
z*5WW)M#>**-~r@F4`*AuJ9A^{#y?;D+E`A>-A+uE$aTu>4$(V3DRjH$=O!DY
zvRwCsl~k&jfCmgTEoe%JfW%uubm|8BBGbs=HOBzRUAEMA;r@Fv6$ZO&ob-Gw)F9Ha5Vj9oprk*0e!!0eNqy&qhuCOGh
zXBTFnk>#|C7d)^_5_l&puowaYA7%j%il?Dc%a%#+AVSJ%K8?utq6~pOiZidkw+|f!
zSE%aq7)4(_Jzaf$RX9Kk`p(iys%tY4Sf+;#x$Y!zQ;zR}0-?8Ib%5aif-|xKZ#>Ml
zCf-#5pV<(5dziljJD1^SKG?YQgulaM*3I9t<+L3?47(QbDrn!susy#hZZ)K8+CH?4
zF3$b57_>xIsbgr^Rn8D|_<8@dr1VfM`Z3g`2#GSYiPoqqSWF@A=zyMdL1O$bST&Uy
zZ=!GKDUlDN_?W)FzJMt`2G2TUirp&Z80=a(E1K&dJ4r;5b!C#(m}
zPs}K1i7rY7e@uHQDEsW0ycWW{XOB0WGi2d?`}ZH&V-=hOxts8+Yhuz1SYj*Tnar)i
znfY8@(vAq{M~}L4RLOCjvp;%uc{F^G9`dKwbhne1F6~E642qwcnu>OQmpJb{c%VUf
z*SL9nWA{$q^?9vA6<{A321%Qk-}|kG$HliUoV*Za&}~3^h>u*-Budn&A_ayRwWP0P
ziu*l`X&<~;G2IG2d)8xH*}!WDQ6fJ~V<~(~vLa5OoV0eB*auS8gD+rz>Cf%VL_Cv{
zFpQJ!Fmq-gXdXneLQLDCe}$m)
zv)&*eFqg>ynIy(x3MnEiQ%kB#!|407ZogW)&^_wW{qDhiHgyzFg5NsYeNKGnVv&{z
zbLBK=&J@xDGwZ{csP7HHL-(ZGvQ?`YPEPxGJun^eU
z@?qzgCk0a`cK-KQ1+1E&-}ZU_j!qj&9rLBcCnf(KU9ka2n0tQBT6ncx*SVxvPtc7+
zdzS$8<5+gVX}AYaYtFreUufyM033EVc%ac6-Y1BZ4RMr^VBz%q>v)=>v?ybb
z>ag3YVd*`(ci#hc91^0uiM5+CA@rZQKZ%!NaM{BA_if6jd^0R}b+2@MwbroFiVzk@R
zf>Cha-~M7#@her;w@=cJkWys@)3|7)9rsY0%8Vdomh;6}qc}-hJ@KYL@oO&^^{n`X
z9fCi3h5YQQ-`vLMWR#JoKXF%F&O<^7La))amV}PX!*U)pSByHtlm(HZn<@f+4yjuF
zdkKvIP_8EP>#7sf7mK7=x|;n*j?7y#J~}066_HuC0x+@sX~sYwWK1)bE$e?ry;J3A
zkS1OF^!wrA+wF==tSR)0(|vs*<&Qsmw&*ak`UzjAIH?_{TEN({fOjRUA}|MiO|K)+
z7KpI>+OHisjL_P+j%fFP(f3jkAwiCwO#Z2=vZCz(!vN0v58mVvzh;W$I9m3|5celV
zAfcldU01MZt+klc1qZhd(^U6J?{;cfJqlX^9X58JVdiB0kX;Vi(D|L>3-G0kniM5U~ZotgAU`a{e`+?o@3k6zLpVC>G)K
z3sEca*ye;ee5q>Z&dre+=(sLyO<#R~V$4DNM+vcSKWv)CiE*D~Wc>C^cE~Pp-x|yO
z(1nLMtrSK|WE^p!KxG^*7Cg*RiAF$-ruOb_4v3~O_;QDUDm*hZ=XzgpIzy&Xg(dy}
zsu>-{tq!fBIE5tw$nVfJXsZ~(ORTT27e}AkE~?@jl5%cqujh6R$s0=3$`B4J{CL`^
zGA?`&OC7uo_C!Z_1RUwwvWNmg*Jx@_g`%7P6iYKFG0h;12S7pMsvXX>(PF%OHqfHV
zf*=YV5jTSL1z_JD-UeS79kl<~Je
zuE+-mfh&LYs&0m5&X4KL#G6{m;owX>994rpUou<2e#ar9FmDus^wY#wxCi;V63TI&a%w?1IEF8Q?Fzq}n(8P-9PlyB-bL
zb?46NM@C00x1yAxHbVExqS7AAMtQ7SB_dqr2p7=+%4{FAyCL$vDNrwCh>Eq}HniU6
z41ZBdaPGF^Za{&W$YND79Qx}nz|=Fkj%|>TitD%+o91bimXypqX=fR5`t+d4u}ilU
zeyL@YEHCDwOMg-HQ?t7QU&_fmQiSG$f9rN3dmAuhNEW0K`qCJ+autOPv^V4cXqxx
z(n_I?L{wl+%2)iXcF;D;mN`@5{qK%{Cz2KU#&|&ZF-9V16C_+dB~MG7w$KoXD3j`a
z5-CHG_}y~Q0g-2z{{5v>LE@@FJ^uFk;A{EisiPZyY+iO0p?Y;$%HXg~suL7EJDFT<
ztE{{zw<~t}G+(cY(c>zO@T(;Q3M$V_lgV7T=pA@_y++pi8MDe6?(V1U(@vr>2;hDK8bB9ZiW5>*M(kfg5CtC81t%S!nt#C
zM3n+$uYwp6M{Z(kPiV3xOf)&KNvX0^pD@OS8uGcj+r|(Q$`F
z{myBZv3S;D@QY0kdNINI55Xh_=Pe1=J$*`bIdm+U0>sMbP)haAvu&FS3T4+1Y_o_*i!IctxKX
zPcMI_YdLx@6be>C90Q)8AQ(8p2)S`C$ye}{J44*vJrM5fFIs7(Kp$?pu|04yzmX$Tg&5E{bZA^IqIeTQmrH=zOQIqB=(ZX1nR{yt0X4`3`f
z59ghBo(o2KR#*xz?w+m^YIGPMFG{qTE(PMMqy=F|ekJw6+@M+{ZyuUj|LFL>c&KyIOWOQv-GUX1nyz}PikSGAl<)Rg*1zzQ}@
zYvRI^!EH~%)?;qe+``pvqcvwuJ2@<>WPHP#Tugf4=O(yRjEebJJ(ZEO5ebU;?f`r4
zB9SgeGj$nGLfrE}p7?+lJ`o_=qYP{HzF^c!hE}NvlLt)pxagszpnDVLBQtr^E(VJj
zUVOZ|cmLXYvwvp!+QwhGCw!?OxOzp$r;$9N_n$vo!mW?iRN?!|#2Hw;l6YBBap^X!-gKGn${Mdmv7cW
zk3^zaqngwccn<;eFv81|XDboH>qCM+++=Ayo9qaxB5KO@t7s#Ve4Bn1aVd4BoI+`P
zxwJQOa;z#-E9RfMmU27&rAfuw#t!wZ?nmEzy0{_xvpJ+cEp;bVklMI?+Xw8KEPbt5
zC^6VTf)OJiULa+|RsheW^)yly;8bt2wKX4dWwpnQ(csm)7o^m@ew~3w61vm)6bD&g
zz#Z5H7Fy+FJ!J2xlP7~&K|D^Q!gbuS^-XDK9zJ@MdFxi2^oEb^kbt&DdrBoXpOJEn
zVe|c%+XbQup+{fB0G9Yf{Wjc1&cpGTnC6JAGQdWT6}l-Dbj@aP3T$-lc&yGUP`HMd
z>S0T^Hx&h~ar!Zq;y_2{A{anr8+Z_8r|!Ukp;C2eUZq(2n{c*p{Tz&ejn>XFwr));yo0@twFE^`(50XXj+yQ!2
zqcvQ)IU<*B#3AXvmz(^k^5kSUg`~6%{xtIX%0&}el!b|oahYw+Jj-F+LO`Hga+uc+
zUnZ2~L(lp$;ukF
zW;93(eSdgg(r)2LCp5(6TIz3OVtC{6=oC+!n<)=6leb<#u8+(gI%J6S=$q2NuQ_B4
zh$Tl=uC0U#)J->l0=WzpsBAWS-aTy4j)7U4$z00XT`(-Ete6Gwngkja_E>@q<=gkH
zr&})e?^bzU?8~T%u2XP~pv&b0Gw7|2r>5`*ryRA~p;qCB#oqmSh4qt$F10yE)2!wj
zd;EPR?k3g#Jy*48VG*MI11e=lW4{M+P|lx*4Y+4}qrV$eb#B{M&YR1guCpo`F9+ij_M&Q*<oO!t64Rd{;pD
zl+tXd;$>}Z>F43JBEgt$K1umZP^vZd9wS&wGI!4{%K%bd`uz{C3!J|-9lqAk$QNl(
z1R3={b!QV{t6A{|zF~Q50OZ#fV+nR*a!kvZNJLc_3}4T6dCcylv=M%XH6{VLJc{qE
zl1%fdc!tW}yX)q2?PzBZXqJ5aBPi;5^bU#~>K|?8=Fpq^P=)9=B(9^k>%|`U_6kYD
z08skAjSYHT3pDiHo9eD@nXcTfT_()I9-1)_G%_kMTuH>MHhvrZqrEM*eR`0gF-?ok
z-)AGsCwte#tMzObUgrFEr269zv3RbuWTsUXmPivtQVJc!Y?v#Yt+viz(G#QdEU212
z+4L=W62KnLcIKlUKM1?s
zZCF=e;NKmbLWY}pp^1#}$n+A$WHyIh5K*y~1H*D%I#C`kjWhJ)w#eZ?uoOE`uC2uN
z>xnnG#W?rs3NgvfpyNQ=(#qla`+qP27kfP|{CeSv6;LaTs>q64AlK5d@M*hY8)$n0
z5zJx>MafJulL?){XOHJSzdtDaQGCT0wct-5um93Tb21iQT+0tQnYz*xi?1H{DT&W4
zqH!LoO#VOFR5MgQGtC*=kq^IkdHoco3RptIz7BM5~s#Q$@$$w!Z}@
z#6HS66gP2gwn)*9WN=^#&{;5x8u`)}cZCX8rkjIdk9y^5cbZ9bC7#CVrNt@zZZOIy
zG|L-o2I-qu?F)p7PKyOr;myU8iBk;EUsTn|s(ARm<%c`a6En|_zHU9{ywUL1;R(}D
zM4H?!Uu$$UJ;>K0G&EfkHzw>3bomhJa7v>6m$^c*hhVHpP+2M~*NUuAS*1!o{l0qR
z#1l+g)Bufn2g<+Cp
zMUPOP_T|YodZRn`8vz@ggW4)y9d&_J1+s4*Xg)n5C!uaG0>$RMSjyq&?^buH?5%K_
zZqUi&`BNw$ahqXH1UP^0yftZo06j9-Ew$CJ*lSr%nxy|OJGomEaB>WzzyPr0a$JTu
zWA)jVF3V`#xC)ZCRKbHE4pnY0kO*2x!C>S-Vm*R|Q%6`ItWI~HP;Tq*$MU)2D+@y{
zW7G_Qx&xV8(={;YLO%!hah`05vLV>1t7mBj=BWYJg%VvXrd
zt#3@&*rZi|Bb1nLG<+2KXV8JRiUOL}uKk`cP>bkCNmR6yM*)bCJJPi0Kz*-;_7;ax
zLEb4P2(jt>Cg@1tCCh>d7kjKuS@5pb1HKN9meNtRy
z8A_3|>HM{CZDn~CRD|S5mibm$8u(5BaY4_TnK950td-
zr49Vtq5MC`9zCdKGHQ*scXwY_H!W*OPEJn3WCBp?U$bZ?q2!Y*+;)Fx-79Fy${xPY
z7Ds9o)`t!9$193x84?z@WMHtr_OUBhG+8ewcK$N2#7KZteByCR9Sgvpy?`Q^b60EkfR&*6YmufY4EoKXX%45Z>`JR4v5LNV1p6Ldr9O!2
zJ@NG60XpNhs&(${e72N2_BpdC)~HKh_x&J##Vn<&G`Z5HI8&=b<+}juMFzXC>_|U!
zVfMifE{qom#)wir#Vp4KS}nE^QmMLI6X9&!&L$aTQf#O>`-j7f8O@<%6j!oaF=ymx
zqGqu&+i+#?FTcNEh2a7!$v!+2!Y^LrezyIePw$`a#|#Z3w48glHh8t>DapgCJl_|8
zdIgnE)~hJjq1GsjgeH~~gU1Gkas(N;0a%{R)P975pMAnsMsRKyvA(dLE#L*KR%
z9N8JLQe1{GOp^Ch_Z1j}|9#U$
zIo~!gqBPz{xU8VZ^s4rnJ7-QgjUoR};Rh>Uf%;WIPXfA(2g{D==2fP7-^4?eK&a0<
zJvQUiF{eSQnwr}=j>!i5E>B;|&S~(^agX|6dLAC{POz54p8t6PHN?7%F^N(B8YT5B
zM<34J)c^8>t^fNlgEPN=ab+ZldPWutu$65h+CHKGu$vb4k>)jkcu2=7Bhlzcv$C?D
z5jSiDY&LJhu1}dnBQ9TLun2c;MMLGprc=o(Wj$t=y{8P%+^D&s@t)%`j|My(|Ld8S
zHT2Zda_`+
zI53zl3=2vnXpG0aYz<;pi@CoPF
z=b^N_BK6#Cc^A!BH;nzipLO?6fVMJ>xsVuOlM
zS{2%zp3dAj2v$S}y=hRTc94@XwS<_Lk?&7y17Wb-_(f

diff --git a/images/growcut_logscale.png b/images/growcut_logscale.png
index 2af0d6641ea9d6529b363ca04bd21e790556139a..f7986351be6f8b6e679c59f76b7f417b1682a693 100644
GIT binary patch
literal 34352
zcmeFa2VBno-!^<28HKDuB%?@CXhzk*G-HEZU^B
zi}t>c&l%VMe?8CdKd$Gx@8^E**Xuc7Kg7Ad-_LlzkK=eB@6YeH?5X2R=~?J06v|S`
z6Jqid%KStMWv=R?1^AasZEP&~W4`54NySBYI4(MS3x8j1aYD_KLSfV+zve`WMi@~j
zn<$cEM-(pybvM{)`Wj5n{2Xzjs2!y{A}u$csYa^MNqo0|Q0d9I-I{?_QExwO`%tku
zEjd=qvPwthw(qs_@ahZ?hBk?|L!nVd^yf3f4x8Z<%Tje;&Q;sV
zJk|f2QLu;EUHt3Uugju~?FtJE-|Huxe|eRz#ya>%u)`@|E+u(&_1dM;ODGf{j=4KA
zYbHKHK|9?GpKU(ordj#ZpGT{LJ0a&;Z$oyBL5ZKul$)NW`R(+$uH1dR`IE^!T3OF`
zD1_HPxkI5GR@+iAmqN*q7~5Q&=C;G~$46>H{&aNGnWDyb$+B~)(MpvMP9KWeZ`s!V
z=JqO2o`n?3>T47R3Z3Tt*h=_=2m4x{G>7j(;ckg6nW$#_RcFpvyPOfPA9VYIoD244x
zv8r;+B{S3S@87@w^kU1~DD7PPUxR~+VN$+Txem5*YAJ8qG#4)0aIa8bPEpZEX5#+V
z<7bmp@n7o27Ky+-TzxS{tRc%TM7Q=`KcuiD1R%^g!UabcHMmg3_Bw#pc;)~{cmy1G)VJF6rym}%=BhP%~r
ze-(3QjWjw~*J#DlKpCw*L6B{q*V6)Hn?l
zmx;P2pWtBaXa~#g&wE5h>Mg5HhDJtI60~zuP3vCFEwaTI;9nW%FjFY$6qVy^uv3F-
zQpyg+*bTJp*tF^J>zj=Jfq{X3JX+Cg&Z9^Cd3BUCFSXJi>~-hO`$Psh^f;r)Kq;S;
zq~v|}u!x8lt!$gxbn_7P7Z;)qIgPguc2r88I3ZgTuO(pHtBHv_>8+TcEkZYcKIfi2
zEChm!80*ofDbsFv7KM
zn?y^ISNeVzxso{vy$pEmt>4`oHu*mxVu8Y
z#CEO4nzKYxf+*v?^hAzW4PdC`6nx
z8tHAgCUx=isnLqsf!?KvkNFN?2G}l*33b
zxy4f^PbzaBn_^a_Sv^<182->XLcA
zyA*!}u3NXRdKkBpa;C^LTyL$Rg+=0rJp(_=_APzATT4^3)R$YO_Oa#XL_Iv&c5B7f
z3$=_J51vfX
zTEC#63oLGW%hv6EUU2441@*<`%GV`E`d&F;dsm*3zH~46pmwQDB9S(I5a(a#>C;r$HyG+4ejb{(@dzDmghwJ3+B}(
z8@MB2vP(*xJn3T;P<@8IBhWlg4%ffYc~np2=bKeF*2-A0@47fW?Up*|v>w28Yiem(
zmx+w{oS#gq&z~Hz=&XvmWIfgNW&-=p_|^5rVewzEg4+&`aVbTgo$9MgH?J9Ka!Cl6
z31rUL?}RY-y|>qFN@Vx$!~!+lV{S|2#(uR9^|{Psf6hYGbm{2-`kJ;Amaz(d9#o1`
zSK`eZeRe8HNUnKrNhdW%I%}^9a)S^r$qlkk5Sfa1d(8FENHeBN@$m56*jSfrAf5dJ
zOQ*deOxn0UBgxUxv3q>$mM!d(*)~1NCMAp;hr7RoRz{qTK@huh>z3@PQ=ZicI=mfH
ziPl4Vya%U7nxy5gNEdDBL71Rxy!lGAWU4OHGD1^R^MapZn+e7`s`KuhI~CX!)I_~w
zcQ=ZtyRYG`CTrqtYtsO>vTu71ra3^w;ROOnf|M`Udn#24Sq~Q|Y}*^;Jl5*3Uv}Te
z2P1##RP}So2i?xjqhA+FR^&NNbbAgB3_M`RMvWF5Li#GwWu)DyhsP4h3hY(297RK+DFDGSs{)J8u2-qsc_U{W2ak#0sp
z8kcfxB=atHRj)EpmBWV*->>Oh&9#`O+%(lb;1XVeG(*m|`^>9rbX?-R4vn8cqOF{snrQ9o(}{M-Gp!ROQB*6-
zsvKd{)EL;(Ja5eKc4u*ZTbQ(e=hK@Txu^opu%k7hi6%jZ&D=OT6hDVWx0
zl*ji?^yRCVnVCg>RLOUCva`20MvSZeBBoN}QmcFZe5B08JjR2YB-Jx7g$Z8xteaA#
zgxxz7GBbJHoq1RCv~!xEY3&JbKVBW}XDm)mPS%6%a@oW6^_qw)B|HyHbR^Vj9X3m1
zVC1#6wQnDbHOX{&`t)h>hYwV2!|u0h2J`$B3-2(ISl)@{Ueo;Ynl*B{>F2~F6*IkK
z2(#{w^=#TdZI-M+47;!<(ez8Q_@hUUIHI@D2n_f?@ROKcDIR=y5yjPVD}h*aEJ7Af
z*gMi{v@84aXUt5?K7On&;mz0V9LUVf+`+{ql|M6`-LT-B=*%S6O+eVC)?%Xq*Exbt
zfPs6L9J6dIl|#OiIl;7Ig&v>6kItzC_Na4Z!SwX>71+dan`@}kLei1Qf=KA)(MmBF
zY9mfPj;^Xw%x=N$b4c#kv7=Bc?=g}W8R3SkG_jV1*6G&#n@Gwk*xqR(m{o=FlRK1h
z$L4%tYc2a;9CCLJ3rjRIx-s@M-Nz@wmTex^YP!=WvqXa@0MzVT}`ck3A_Rm25WZk~TS&^y<|ssY!ca#WuduE<49%y^Fql`NFbC|9W+-S|~Dxz=hAU
ze1@g6UDa`{S}c?&9wd)raPsEPojceb>V?UWL1MV;i0K0gvb%g)^<4Q0c}>kAw`Hu+
z85u$*moKHIrt+tm)SQ|a=~F=%Ch&1;xXv8V<Mp!d~FF%s35GK7Q
zGdsHr8`?i1Awkf*G4}iSv*bQ-4+@tqCC{BVFRlm(OIxbXUMT0u&H9;&3S@oSU04xlNn&~eb)Y|w8s36BKGI8=;#+OmcusneefVO
zA#Yr2mwM_agb&R8Q)-OL8nqZJgZ+j`3DhiW6KbrQLb#FfYqzDfFH8di_L;{&f6m_J
zk&4SA7?ePs>exq^iL(LW%QhY)3xoh4g4ngSgYoaFMwQ#rj4CB?kCoWvY5Ilq)C3(J
zvJC6%>n{W^SN(jhJAY;>AMn=YzQ;&t)K>qZ#b1s)J
zp{L)AZ#Vs@QFX2xTcb^yH}`C#Ltk#VzrTM+PmgJJoJLJ|O+rYf#n+<)h}MEFt5&U&
z!95_f=Zev0Zy8^rg$&t{J?Tx+KyZZBHB%NcZd3%QTD@*v6t>EmZT&QqbB+O-cAOs1WXGme)97@55!i}n&Y1bAq
zc6NVBiB^d443(Zk@kx5H{WKRZZ&`Q`R{b4MPd|2K&AJr^4T5frZ1EUt|4}1{nk_RO
z*HsQ6Bx&1saIAB?Sd@1&fAW_*GmmEExnMiDetL?l24zmQX*2_VNsS$9>7_g=f$QNbZDF5c1VucM3|R?@i=xLyCP$2$6D%c`*m
zhAO0ajryBkg24tOx5Q(^Mw&O}dGh@9YXkF(Qiw2aE%xPTEX_@oxXTjewsd`GR75b|
zl>0m~l9MpI1Gc?Yz;DzXyMeuSTIWXIt~YOw&+bjGTh4~PvfXcaqnr1G2iT^&$ku-O
z@}+vZnby<54y?pZtemPyxzN=sS3VmX_+f&W15}FG+jHS<+xPF0wtbDihK8uyLmV%q
zfT=eh#(tpIndirW+I3)nFIieDAXiiKU0lSEAJ^E|<2FDb2jO=;4cRIk9UX*a1JMjt
zDV#QH|Mb+8hmk^gBDN^e>=+`q)albCaHb+mrkyW;RzT^x$>vM~-w*<>$zXfAcYNtP
z!gH0vq?kbE-U|!z@}8cW7^y+p9~`RDDbd&awUMSMW$Zt(+3XlbD&^3YtVqXS;H39r
zVq!2{hNhObwl!p>AdVqWmew9}9JP2Xbn)oo#fz`2(B9n~e#zQujzti_TQv6eui@br
zM&{+uZm<*97pV!-lkdd5uir^jR1qmYzsPCwx)M&@T?VzNGS
z2W$?bbN$fNpn}NQ_XnOl^9)=mUCV5+gpecZ(j1VlCKAL!>Yj7!Y*@;|pD{ewd|r8Z
zIasH))jCSh+NM>MJFiFPyMF5z*$f@vw49t=b^h^-6PpXNuHgc?pf<#dfG^d$?D{n?
zaluj+PJaHuT85mZqobqsKSwBs%SVGLvK#WYQ&!*XyFK%M#$k0jn@vmJH7sgs*2#Wj
zrUold6PztG;kQeJT@sSSMKLwna8LvnCHCqf?J1d=
z#Sba0ILy83&!0bQG`MK*via81G6dy{TUfZZJnV@_
z(!y#}V~_|enslBOnpsv+G?9hStsC@ARUjZkT{Wj6dQ@W15csf5HSsVaZGfoDv~|t$
z_3Isq5?*_Hcvx92rUY&HkAbRx-?R#<&>attDni3!)%cG4U)y{3VYrcS)}s2$*e*0Z
zW1ZV($-OcPZhGy|evs>YtPI{#uPBE)R
z6x{6WZ^{kGv!kN(RXO=E&%b{DOp2GB4n=$;>vUP<63U&C%G07N^ygr!XO50uE-WhI
z77=M61GYl6Sxu4%meLUhychlt4
zlR1Ii_!x+PN7XiHkst7oT}>z-c?b#o?Wf^_qmOpneiZKr}Fk>(NXS3cr5^4@kjIQGpOu^TsT?9bXjK02dk
zx$a9NgR^Jbr|9~)MJnwgu8vvtB%G#>e@!;jMLUa^F2d0|ZPO@6}vPoxB&3m>7YzUz_ieKRGpJZm7l~
zulfPBJZQ_-txAY;fwPlYziv@t^I%S~!~43Tx^jcn?cO{Mp9XTrJ7e|@I(~e|FB3R3
zxph{S8!_}#)W1RPhE69cnjfgSlw4T-{yRG9^9!Oj?7t*-=+L2G0|N@i#?dlO$ct4^
zj?Bx<$}%Pzh7-3+yrS1e5eQVg$kSA44`<$b0MkocNgx{E-3|NYH*enj>(?*ukdP4d
zG~+OAj9QNr)t&T=jJ*9Du!#H$^^>ai8&$A_&q{m$mW#W}Aepdhsc}K)S-oo28QVO(
z(zvQNtTtJ#-+}@{s5J&js@=VI)4BVtJADZ9cIeGK-q_d(R`3|qYg0$D!|*ExUe4XS
zWuf~RS4G~>8~x^fwClE)m&)bK8PFEKLmeck5adU}#>VD$JSZPXpLi)&;ceu1FE6j5
zsO1@ZAOsH~Zb$3nJ9jqa=L0bx$jrz%;Y}1fRw0YSd-m)RoG>VS^M(^*qO-Ge=a-a-
zXvL^!4cWF`fG5?-1|>c|KF_fmHHysZUdSNXDX6Ol0OeMto9k%hT$TgWQaX9knF`!E)Jc^FSsS08=o|WSE`%f_PzHbG3ze##>U*1y
zeeddu;gI$tVy7I`=2$0=FB3aOM6>|C6-ZD-UVgmaQUc(ZKqmssm$DtwB)rgmsFSGb
z2p5EU)ZlBe1h@k&m$C{gUc7iQS}xQLdg69AHZ~3p4kIW`M8&}FGMJ);1KX>AVoihH
z$f>t?kGS60yK4RVm`|T%kNaON*)5}hk)`8N7#JL^0wjvdAL*z(?lM-Q!w+a6^KkbO
z)C97acd9-)eP~Q<#flXHyY;SGU(nZormwGG^}^yMy4^N8Tf-xdd|O9@+cbaoZ5VP+0TCN^@uB0@@e2<
z{>__@oId#TI*}aMTqetTMhVj=>N0SZT3xW?FG-As$$M{(&YA?B`w1dg0!cDCnoMD@&e2ArE7N|CPWNsUKB`HvHeN#%5UGk
z5#nk5_0^3_wzlcRtqXlzW+s{hE`5I|PbG`CzWCSnlii<_j(rFau(aCGd2HwA`9UYJ
zq7V%)j105|n%CZS8fmblW?VdzJJuFR^sQj0VKt>Fd2xm{JgMvUnN;tTtXRnAsJlvA
zQsvd7w|CdqZ5a5luZfd`L!41`GEwU?ha@I9JKkjH1-7VX7aDWah-w1~wcBt&Wcc$L
zDwQpK>Z9KM?y88$C3k8A`E
zNk+)(Lt3Afrk*KUCMho_CU#{Co1`}5VyI0|Z5U0#WJ--q#0vL*o|>AvUNb5eIINRE
zVj~2tzU+Z)vNE{@@rloPLB&r0_&0)4+
zU|77k9P_OA4rYG&j#>drbJQvQN@1xcb=9^#ch=FJ5
zE;Hvn-;j-%q!k#`<(rUKG2g8wI?*W^s;+x?w&Pgx(8%NyB76oMw7c{)L8(gnEcs#!
z?lX%wTQFdv0=&J6v}MrqCFQtz&QG_7htPea<-??)IdTtf-?vW%MCsmOe!&lHHjem~
z&cs&Zea2f0C!hSl#-ST#6LqdPtnb-2lXdjiF?T06lIELj#9Zm>pAp3YW3L48R1+-X
zKq@ja(0%cx$?HhLfyip2(6VoTti#_VD-a5$`5S9$RE~RXOfxBix)raL-EBzMD$0?-
zuO~hInzC}$D%vf_++3h3{b8SXdU`sGfbnw?hv9l3121x8%@-CWx@yQGkRown0K>)I
znWG?2jd!P%eedjyhV)l=eFG6ftqfXzO+J!R$+q}<^~HrR`ct`oQ>Z{0wq*Zw33@~#
z7r^~_{3+OjQjHR_Wy4Rb7w_i?-Ya#?!Dq;QVVlb7IFE(NG_BEbe2Uc$WN(kf?{vFN
zjRnEqTS{f%uAu$kd4qH3Oh8tuIeb;5rKKxBK0d%IyN+DAj|f3Ne-cbmIA?%Sz@6K-
zcMR@u0{K=3_~ej0c5@lEJoNYwSaAo|t3P{#%gmJhkH@xy^_FFX>5)+XoO^x9=|Djl
zyhGu{iCgxA?N1T7NM3-drk?MdD{R&N1SKj-vK0nV&5Hr^A{lJDX=cI&EW&p$A0Npb
zU}DOoUXnFEoStul1x(27MwiKpSc%4v0>F%wA={+_C;2BX(f{KG2<++~9##enOG8N#
z^mGS1yBKtG@@7QYyrX>t0|3mf5t$xsA^(bB5s>%K|NK@ME&KE;sv9jPc_W2JbuZ$e
z+pI?Dhk&fQub6HBrRNO~Sj~MzotGioKLZRlffOCBmHmRqJy;0s;ElqUzTZNke*#co
zjAsqxNsMUr0ODt2V{>`^g7?b67BbLx@8)in&f*EqzC15F^QW1WmYd${tnw_qwa{ez
zSoWF4f*YQe_S-23#c&Xdr`E#(LQJaR2Noh2ZdTowf3MxKNh_qkqvqSIOHZ^zyFpqBO&xlvMHS6BD`9AzSvTX!kTJQh|$si1ma
zlVd2-ch~#vAyr@x;NAMRWoA|3ZNPcsze;$SR;>z!45^i2al}pUJn|O?`;|bhvRn(p
zfhG(b5sy)Ev{TQuPphb`M141+py2S`b$k+FdSQ8jWEhqGMD_F`@er9VwB*RTy``_h
z9Vj)NGwx>)uf-Rr7TyIa|1`nSsA3;Ju&v|J#zQQE=Rccf+X-20=jyOsiw_A}IOCQ*
zwPzl~sTlpjJ9zrxhf4zITH4wqE~5mGD*rlQXN9dBKq2rrcw;&3Ps*vgq_RLB|LUiR
z<hdxCI3gox&Q#JrAstDi&)Ft=~t_T&i@180r6b!!m`k`OO{
zU$)d03d1RGe70!!^Xy|xj6B995
zYxZz8fcq0|UaQ7rt=mNf&mE_XUZ-}6UzQUr{+1$FZB`h7yK_CjI)^z(8T^^YP{$`Q
zB(Pp2$lOms+0c(CIP)^73R#$dT%f2>Q>iFqJVBuDLhvWSWP0+4s7Y^qW-YehQah1z
z&9^pP>8DMdnaF%q3;W)Uy}$YgEv(kj70Z2Gy1%R|AwM4Og&n}(AuiLI>Z#}T_8B6!
z1OTcowaY#5$SA;*hc@Q2QWw506Hq1T$6&XR=dN72
z(%G1sy>jJBFq7hQNvb{p0nw18VQ=Xw0}_t?p_X$w>DjYqiV(L@RWGTl)A$g$uLjbj
zitZu-NXK|3D+mv`ji@ZM^!`>(|!5zDrJxmANP%KI{r`
zFa&5`=Rp)naGh|(yyDldk0InG09DfGegqAOMi%}xGU5+$871M+J!jscl=j+;AZhXz
z{8ATf0eTD}+!~L$WiI#%k)bLD0)xne5FMPlgzTB>S4(ylyd<(r32Z5Q_sYYfvGY
zOp$rCR~(s!o0|5$1~rgfq{JPqn)D2XK@}qQ>p1?rvC*M>58c9rCg0xNhL+{aewRg{
z*xr#)ni;41jEk2pUL=TwL~JlC*mWcjd2?QvHK?E8^b>-k37C|9`_r3)pN=uUFDw+t
z%==q$Xm(XaJwOCM%gVNTwc@uf?h9jjR#vGb@xX1MiIA(Fq<;g!g(N|MgCsGB=l`B>
zr7GLjoOp^bo7fXsq)7cS?d8#&7|Yn`DCdqHlB>3z
z`~*cI74_3>O9HOqG}4JMOa-6B5^Vs+te*Z|g6i$eMkHUXp4plU7PEW-sn7GN|=+Rq$HP4UXJyohIwunUQa44gxM0z06!C0sU#+(
z65Gx+{%3lVvjQf}`un>T*6p8;AYs=K!`6ze5|PsWJcW5Q_#Wi5xLy~of_)s1@Oysz
z#Wg&dyHy<1U)5heADY?YZ+dDZ<>w~}%R*c3Qm_)unkm%yNxejLvj4R_Yr5TlA^aYs
z4B3W~P+Sj6#DXv~8Nu<9H$C1ZSOnp%a>=q~FN_>|(rSpc14a4TRG^7BvDjEfYu)yr
zeRppqRWVAQBL#eo)P1|hohN$I^-VHsk;Qvzp>vcTxwhaD3Lz+!C3TdT0~BOEg73tZ
zYzKVAx>c(bn!6CV%lVhQo&?V69`}Ss((Lrk*0>dB0L?m*FfrN&1I|%
zH}Z)feu+k+m;0ZnCFzS-qB_);h01{$E}vY3&5zFV(3|*%%yVTMP3k7c21vyN!SW%>
zw}LI(WdhFPl>j=G;V{QwAS^#UIbw)l-q7`ZL=?iQAu4BSQ&^PzT3T8kuxo2Qbh2&Y
z@QGjIwGQxMONaCF@O;E|Z2-iOaX1n(uaf@*>|&(s6XG=dNM-^mpeeot>7_Q@3G*2q
z7^rbSdx^Z(P_DEJA?*a@{f=$1$&MhIl{94(%C3u6hKi_7v$6b1s8*FrzR9r
zx?s`#a6)tGHtsVlU5m0qieiFwZm`R=9YW~q@oc@dWZNL-4LNa15wi>!x-SargxkpI
zz=gpN777$zS1P<7a^7?9l;U`sZ*LaIX=ci!rcM;0G$%MDP=BaA&gOJ>-_{G0qdy^(
zRiZT0V@w2pR4KHY9k?WI8?5~sokp|*zZfCE$YNwjHrC1+&5yYCF+f1td+_B#w#cJ5
z=mmeQ!&d=RUQjuP@$D!caX&k;|K0od<@ih`co(p3-Wxh%4G(^QaGLot4`OD0)^Cwo
zW5(%L-5Tjda(}}rW*WdK_w?3Q=RS^SMt#NAmBO)odsls?rJ!_jybVb76e1U-I&Ry+DL
zAh-LCr^Txr8QCEuq>6N;0xyyC%#>|*L7Op{{wM5}syrtL1fb7D$Hm0XBU2C=DJ>4J
zu4s+)_`I>U^@w{KUK$w|PqB^okuAGE!(Bt_+tHet$r!(exh9+{@j=jz&(&-MTyk-l
zIcmbVc=3H8VJ!!QI8=ixDk{FWwsJ^HNlAG_>_x7ouP@qp;DAQN=@4a*JyhK}BoQ1w
zp|CduX|O9I#JK`xCsWVdamz$9D_K^OC{1(r^RY2A8?G4z#AvQ&Mn&-5yAwTsCy~ro
zbtMG}C6wrE;5m`9)|_^$fiSykFbB9-!QS5f=^W+h{qc>J?Z&XioQ^UM*mK5>I4nt#
z3sPJFC^hmc6^=!+#KBH%Zhw3b92^gi4(I;;Y5;&0sLerR;egso^nGxNomTVuDyki~
zuC|^bAkM?XW6QkQZ;d6BCZr@`#D>+QZP&_#8#sY*anH&?g7_ne2G^B=fG$~q>b!v6
zukS~@IL~_}eCs`TT@_18b5jNs>5`
znV|vzzrN>}foS>JahciR55i1c2Xq&2Zq|h+dyhSP`v<1&F3JkiE8mC~oAVkED>yeH
z=rVMRUi>B&WsLo7KRxyX76+ck2kqnuA+{gsjl&{|hL*|Uy!V^v^iRgF%5@LCy@}g_
zAWLwZXr$<*End4WgbsOE@kkt5
z{++2vO-w}^?mqTxj!d#20Wcw6JPUCif6sEZwa?494CoYlrUJP;HYI7pQ*1sooYY-Yp3@%B&~CpxEPC}wN|@PwW#O;lU0nIXqu0=$Ko=P)0QEa@A24x1k>l_{
z3Fy6=AD9P@0cQR|9=nBKw}6s;W?&?19F;$40SSaG!{3#>e&64889KMKaMaYoPnnda
z?Ijl~AxYHAj=ATSX@fU6xy#_QbA@9i6xlq-8zf+2*-Je!Vb(4E5Bh
zz~`l&=a@O%+YkfUvAuAO&d%X9oy%Y8i26V_7SuK>G4?{Nh7h5G;FM<7QL$3%HE}UM
zJ+_e4Y>?0Jo#6zV0TcE#ooSakAPUC~+&&1uOoV>bf5)zPgNI*h{CPhoVwZt<9OA!_2Qq;}l
z@DdeB6hy~{MWPc)QwfCvqP@0f0_Y`>uLB8DK`|lqQmfR|578Mps7eBcr4Lt9_kj`+
z_ZpT-HCQoj=Ktc9>Yf`C|CvDLNZBJvNl7TRm7{tZm+~QA@a((grcHTT#Ds>$4I9Hg
zLare0QLzw-PoAJ%JiB8|W>*-Y+y9nWWgt+!p(W6TV7pWCcirR+FO_IoR3TPrHmO+!ie(K_-X+Y+GB|@MWO&f!e$ACa8aa
z0)`MzCJK~r+V0@vBSrwia-g@9a%$iiFsX3-A~ovq(H1WfyUDc>e;&M9x(z1|=p30?
z2hw(mC_&h_gQTVdlMiu%kW%uytzJH(jLzof=0xZxMhr;demm8k(KB&HLY#sZE7Y>%5l+PZS7(H+7-C2G)$Sm`A>&oxg}mkh9x{p
zUUOc`--f;pKzw!H+(GX{Gn1BZJ)H8cN;-3#nAWqBe^j877m2dcdE5!X2jQnf;^A0c
zy-xST!#&4zoQ8afu^nKhq^U^@V@%Ry+@Kxrugr3qO#z0bSYa%%sXu=Tcgz*>afK@^S|qVJROB2qtwWebW^
zXdXB}+W%EBu*|{Ej=1XVJHq^l*h$tUQe1URLLO>a5=^7}`+*KIJ%qJ(p+r-Ty-q?l
zsN!j?2X^A9q?pOMseMW*z0!4WX0!rKsIKRWLcm2eHMMcQABujHEF+uE3kQ;yU@U%f-*1`uQSM!tBLV%Hj9@
zk8ybxUGGA617$74D3zACK3TFt_oZI3KQFK3ojZ3fS#VHvd1nrgdva|d&%mDuBZz1R
za4s=+UGM>{M->`g7QCcjhPWJlF5E)92+n1vH_zU`s{+l@NU)y6Fkc8W|`S3opW8lp!#PimrF+g)e&_g?BU?
z)819^`1-oP>xxT%3jTZ^ItY=w;O1w?W~F0bUM(aDbrD@1O2`sG*RRL;?*cUw-W5V~7HU?Wl16R^hf@+P60w>My7^
zC3Q3Mc6O%Buj44OY*tZGK{P6@ZA0RU2)2ijMsgfJI2slyE-kHUE%7H&5~u=7lyAeV
zd5SX0W~kfn5(Fs|uiIi1qK@e_b`v$GK#cStOvv#A;BpQt#S`N;22zg1;k9QmRDC(rU-Dqz030`341s9>!97#T54sX8Pj$REkgUkQ&=j
z7{2QOcij&ZL1K7U?9^}2yVz^LaBu45q
zBA~-$s{#Qj?)0V{W#o1BEUO(~naGtrImv(L{Bvi8@u=4Y%YMH-Jqp%V;z`O9v*@S@
zlak5(<#Pu~J{p|c_)Bsa$pvW1>wue-REdZw03LH_?@jkx$*fW+s#x0Ljdnj+!=7u}
z#YXC_rL{!C2>X8blBFAjWMLGz$L<8|Ok4zq#=fs2ja2x^akvPnz{JP>Xc`tpSKQS)
z5T&ORx8EXocg3YQRzM(AddoCBPMYh7X-R+tAq4K?CBLJS562&W6Y5b)XcP!7pe~P(
z0PVB>{g~LYnv)bvulZi{w0j@upgzlwbQcNQ1g
z)Mm&CV6{uExNCL3Ycq$3w8d}x2JQX-{-phPQlBNsDo$Vle^E#)ZA^0*I`hp-IK;W}
zj~{S0$5+kT3Mpm^cek)a$%$=ct+hX~xMd|G(#*NO#+Fb{MgdRJzyq5Xf90AlwrTl|
z!UfAYnLn}Iut>VPCROeT*Dg*bmZ(qHTy^J|$h`?)WK3Q3?y1-uX(nmv8+zs5`_iv=
zEkBkye-ZmVj`!QXJRVrMecp=5$P0#_C-WRfPZ*xF4f#-X(k9rc$+r2}$v=xcPVUc!
zspkA$#?v)f{W~)z3ef+yA%13|qlIV+<-*;$zl)78B(D5ML>i%gw($R)k7Gy{rcA1!
zy!9+J)E7oDfZLcB+WbzQRJQj^=1Xqnx}?TRcL-MyVuvyb>F0
z-qJ^K&xcN-{>|ZkqQn30Tijo9kK>OQ;J-O~JSE^G0v64O#l^(h-PW7Q+S_MQ@6$%$
z@U9hSttpzU&Qo1F+%VX|azmJr^~}_WNnc|wTzPra^4Z-Ia%Mhro^MHOMbq@~K9Py;
z6g13KmN^geHC%4FOLPlEYkt}*Wf^33ziJS7Ic#I_UhGLHuP81qPToyRL6pc{oQad4
zAg1wKcPbJ~Fp+&xPeWp{D0gZwOLrd0ZbG?F0>TfG?U67Z7*Awq^1ue6RL9K3#Nl7k
zno>jiGK%btxh0IG&kZJ|8mKCS<4StJ{+iLA2Q{e%UNC;Ec3GHDh*xpmf+e2-d-Qr&
zp|1vSP|0orj6me;$X+v>3;JhpZL$y>AXWQ9>szCJ`K$K?;VLM#P$3Z{Kzs8VZ{>A~
zLN}8Zv}=;mGEocY`F<&r2u_xDkYHP_gq_BPXRnZ*erG_>Avj++E_@ZsPX5-r|>%_K-5I!sX4DbJ2407)L5UqxR|L)
z#AS4meYX%oZ^2fuWwqqsDr9`rcv2W%sF)sbDb^)D0jNSaM--vpp7-QCG-G(|D@IPx
zwzR8{Z*W+*N4IgErnu(W(k3}wsw-^&COEQytc7qCl;3p?DQAnIEuC2Ia7%2@@)citQjuRKifvViT2<
zQy(#g%Am4ofUYl0aVLZw1dh#4NsOHC*e3w~{7TMfG#Qaa4FfRoB{@Cpj>R8cXwz4K
zZ8J?EgVt1gVGa#&Qgj94kG3BZJxi|(PM4tT?GA6x#P^?<2hmd=SXXbB4huaMA~@vM
z$%P`$h;zMJT|B$glE2@SpheW?xoRD1_O`{@>M0g?sdCL{JPMK@)^sVMaS+xsXqyS#
zHUh6u508$Fd>6DO1A+sw)q3;WbgN=Nk#=^Ly=QL`qc^wp3wll}CC|$!seoksfILhH3`#QI$1bjm6@U}u>ko*A9B08FBSQZT9
z(Lu5o$=L&`j$@bhZ&(JlaT3y^_j6dKjp5sYrgtBKgb0an4IYN5HvW^54OY_-~*I1sMJjhNVkM
zRg3IMUq3$rtUD_s%9!5I&X)zp?zu6vlOCW*@a1bmBP1=!U?fuB#P5JAga*?rCN1#e
zOf)7(R$wxor{_@BCuk
z8Cb6#T}!9D^pfyna>E-P`;X+#Oiyrea(=?9`%uRSZzu7%KI|{nUtvow(UmvpmP5}G
zjCMF$IuG>aRPKx-+F6}h_J^D)bf3n)kocWtae0a%hn!MzSOJ09BxVx}GX`5yUQh2S
zQPB}S)Pm5~ghzokUjMMN!>6(%N7n(1bO>^b#=S+ePd3htUDjNNt-dppm-a8NqE8Ec
zJvB+lRfZBDi(>4hFC+U=WhM6Pv8WzGo210Elq%3>n&SF*Smxo;MIn-~C;?StEx_J*)|%ET;TrN@s!ZNS
z;)SL-PfTb*5ocmEA32%@E;W5?V(*~1hFl_X&w}gR8PAGs;cBc454~Ca8{PjWP!;0_
zHg1H_P0R~q3Q--A_C`SGM=jUD&`>>S7K9gQtImsAfGRDbfHtbYM5RWn2YQS+BuQ}t
zX+TL{{uwN9mEWGv-qSEya@$TmeA3>29y4=l&YU^WDJ0YCP^OGbbGbq(pLcMB+IE;oTqE+n&&?-Zhat>^<vgLLc)&o
z5}j5>1ocJ01ver@8HLc8mf3alc^RD_9Wt~PDuWuVvjf*0efWyOl{O+JT9|{HT)?7eLw1C0C^QJifn6<$g&gXa64hoord~inLk?0ScBTbX2ay^1q&9av#z1Nu|PS4UT@&4`D4xfZ?e4E+xdTka{o1hw@@SH
z5LBT!;Z!GJfqId4Nr!hGy>g=jEeD~Hsg;Q`y?n~kYyVC%_%#n*@#PR8NoNr$m?1BzC+fZwAF_lz&
zcf%=Cj>&g{*`d{>H_;utg71N+I|f04unb@noAN2*SA;vG6Ys9VAz$pI!$1k8WKuj&
zdGp8isP$`1^$o3Gg;K>XfseX(Z#gM{dQW%F?fOTQ5HT(5yOYR9FYsqYHMJ;Y4$#8)
zT|?TLzZt8=;?=5YC!kxya=LoO3OQ2;>a94qGCI9S9>c-~&*~6bl#Edsg{`#)NV26e
zXZD6xB3=<56N!TQnhOcFHmK7{H`>m+Z)$Dr^L*Crh+dR^rugs7+&1O`B3RPl4rJiDLK}Ra*sbGU*=l-;ZZZx
z7By3izoT^c{`5_4l?OLJyNr@#!6@IIV~T2=wgV5RJja|33BwQB=*{1#M0
zt4SjaOr53^$hjPnpl``rX5nywi})2K_j=nVColw(%0HNzrE8$XOq2xFXPw1Ecnu`(
zyj{u`LG4S(d*(GuXRU0GjQl-d-O}r<4?i{+7uVj1Me#7T0sq`%zsq_+8SI4=en{&C
z=t3v_3*2^6HKMJO=-jXsELJdfD^R6LPuj_E>9?xN_wp
zTAUw!6g#-n;M~~~EH+_!M~}G-hxlxMsTSJaO&6x=1qG)OQ30KOQ}!G;T2%@9#isu|
zyZ=9tAde_7be)lUbpM%s`H+v0klgKStK$9vqhoe7{8!oXuMzy8x%w~5qG_9A<`uYv
z{eNMc{%R8csq#B3)&9FHb2fln{y#vf{maA+sf{wtjY!ieUZVhn0HBa6ObZJIWoN_A
z?KrSiBYulN5o}hg_CHE`P{fsIlJgtGI2Y4`WmM4J{ZfGs4XrnfE?4;7LG!;$aA!uI
z#-lk9D#*c&UerB1@4w)a>Fae=@%GX1iOG6tO?_^*YG8PC&&~Gf;Smj{vb|^s0q0A@
z9xd2HTPul7>2+~SAFWrE*VeaQEzPgMch_{kvN!*)cPG*q%@gkLIv!m2)g#rglEuA3
zZTmrX&4vTE5pU+Ys^6iN5ng=zc^Pkg*6j9@erZgDf%sty*P~mGt}Z|Ls*}_2l7FVs
zrDxBpJ&Wg2WC@}x2tWGzD3kK`($2MhmxMOZFQJbeYFa26EqjByfqoj}q(nmon#YV(GmuUFAbci3|BJ*}A|Km-
zzki(Pb4`y;7m;+~hf`Eke9ku2ew;XgAr5(#*vD5?$cvyo!5)$utTA?BI`ppUuUdXa
zKF<+*x%3(ni-g*o_gZbr?{BY^XvK^)KZAH*K#CnO-Vtpc*2)K@i+TSBPxsyfI8=sc
zLd3)kE)jtmHt|Z}Ku#j+up6Oql1w)Zy^*7O*dI@QH+gq&Genjc!La3&yo67QpVadY
z^L>n3u5b;T!QvurZWHPhu+hH*=7*M5KJJoCGqF?&paDtp978nht>hTU@o(vm#|tG{?c$1a8uqUvddr=p0CPE5!FQFDSDl@NJ1s>o`BZnK#qQc
zLGObp@Ki|EE+Ct@9zm_)Rr>
ziLJ{gu(&(Wf?kDH0$<Xo)H+9m}^{z4h~-X{I2-yQ`!k5
z2Sjyd!?=p6#%yex{OCn{rz^VwEx2XZ3aYG7;Tp0f;MB;dL!4J;BOK$6&K$o=HswZFaRS+W
zt6^ie*=KBCuYRTe97~;aC<7VBLWi;Z8#v@*p;WQNSSp(gBH2T;Y>LTudHjz7h7(e*OkWA4H&c`3UA`l1pJ@~FbH;2w8Wa?ePy
zI6w({@OfDCh`_mq4O0`MGu6_!dDVj8(P-{eOnY*`J!1mQUUUymQ$YLRBZc`YID`mJ
zm=oTx^TxoAXx-PS_50iea?)Ml+qcFjo(NksyF&6$xV(+|A`NVh%2TiQ?)=tE>QZlD
z!-F2QT@vw(G)BQl%yaYgQ*^)(p~^cICwdV}HaScJ!Y^rjAe|G?{*>P?lx28)@v&U%
zd#M}L#VNvf4AiMc94#!z#J9W0dg^B;SM1HyTBCiQ=sfrEO%i5iy#_txC_r!n;^;ec
zYCgr^rn72C-1rYJ-gk
ztJ`8F?ZGnCvOu)jYyG6Ew^ick6Xjl=
zsGD`7v61&UEkkODMeaYR4W-#{*b*;K-uxrj`P9>|PmNnHgnsr+QZ9;GF|lDHwJ9mT
z_QhR?eE~COXHw;2rHB(G~GWRUKq?U!FVKd7U$7W2mWx&3r#;$1Sw2HtPIG^!jU9d}is+(b9k$CO(;a
z6Hl4d#`A469t+dF5ksiFFPcN7HLPO&ZDqBs&_s=?MU&n+wUaqb9
zq;*EzH3%jDSXJo|iA}GyF){gvBGvyA*d3>qA@PWtkNWk+GSH2GObWtB5*v-{;^O{i
z!8!H4CZGR!0VtHegq#0DT>E3qP`^i=)0|(uQ!}*G_fe;X#zHWse@wF~p{b|!R9DYR
z%oI`7CV)&8e=~UDWsbLgA23DvNA8dQr{HceTPcbAJy%ikmKH6hG`Y3RH=akov*0GI
z8IU>)+JsI~Mg=!)r#Px`K7hV4QU%||zEk8TmV
z*gKh$np*XZy`Sl(-dZ>6=4KscUhP
z?Ob(;v+~d${uKNyQJ}^FD@tf)#6bh7`;ZsUMxqOM|0do3(|rKTOg|q!2c6(CINn+B
zx4Im^2t!r|S%0P+npB$okg<}oGE`kxI-qeBbXte(p<5S(FL}Lt#{S?&&oz|jpZ2-Y
zv9UfyElI-ky3Y#c#>*?23oU&e`63r>?d0Qa`WoYKriEk$Iw{6l=Z$6#c+nBiPERj?
zn3CT%M>FX4*WEMFV!2Snhw5}G6V;h{y7QpDk=LM*hETn#@4}UslT=A#>iSbRU(1=I
zj9o`gEd{zt!pTb~9|~
z_=IZqAl%|HIXRQb!wD?W8ft2G<@+9^lm)$Jqt|itBvg8HNYf4*Y`ygUs|7hW-yX;L
zkSq?xO+CH-k~>aoB9_T0oR6+D-a2R0Gdg_e5E|WZixn`baA=LT{S3q{qf}5Tr_@wm
z)?;IW{>Us8_lfs-YI-EU2I>;p3!b5ev>n|MX^c8duH0X$nMGz~GWSrfs;t=#_cKp*-Miqvl4GtfUAn}sBr2Kvd3|N{(=7B}wY`hx!U@?}MCcHg$04`G&@hFT
zk7{1$pA57U*Kv+5P6i+cgpji{z4g|TO4iWlGhQ9gE|p=C@zN1+HOB&6!#edDwOvr8
zF6;yEkGUO_ZDme`SQ0}44o@aWCBgG?XsU&6W_RD3)vKR_bCLg%1?eb6L6#h$M*IUT
zBKD~OT7XkOLRA(w-yCgw-;S2~Xw&?v_vc|o!sOr>HPX)x5`w*k&Nxjr$Nnos_rroA
zxQH~I5Tr;<2SSy&C&>yFw$VU%mK-L+o6~<4ji2E`K^x*!lU~*EvKAQN{~b{YYlRg~
zC6fH%xfp&B7!%Uaoy6VoYGmb_12v=A;8ElR1`=5?L&O(OjvUmqd5+T=y`Q6nlC+SL
zHhyiDu?AA&_R^2ezO
zgZLJ;|54qU|3lrcf1LJ`?v(6NC<=vy2)B$8Nv1+1iOQ0s>=N2gOoe325-PhoS}ci9
z*|LOYl1g%Gu|y#$iSxQTkMnqZ|Ans~?v>1Z=Ka3b*Y&(mpN{cze-HWXFB&I>eu8GA
zz~^g4nLQR1WE?4zXqvgAL0xEswD88*58Zh_p{LzLsRO?615$E3JNL;4zUbuR=)n5L
zdff|It*FR>=*7au#%AE?1G_@I6QdRc67=Zvo5~k{@s2gR`Nr
zfn1E%WFXG=MB=my3N9-sH(>7i#HJ*9ikt5zM_RHQCXUEuKtW86OF|{moC?8fQMk^4
z1fEK=WOILZ*
z9@n?Hz@ret9l~#qZaQK97Whohf!)SLX@>2hOb-*Odz81kLO()BiO4jN?(C*SANGJ&
z0mMt)BY_PWTkP1FgjgvXKXX1Z5&(=2K?q);63R_WOPjS<$9(BbA&;|Hr{=nFlN#Z{
z0J?rTu|Lx_6@G?>xe4vIVTA{>>P
zCC>iA)`F!&36X5F(ruWUJHQd?uHbdW%rgoam%M!9CyD2-@z&3P>^|NbflED8JtWbb
zCTQ)ppy9>zIcRiv#Sq7Bc#sU~T7mS`oXCh}L
zatEH>4#e~R4_t7_fwaxX8%}EH+4TuV%>C7!-cvCxxE!NjI`?9-?FA+Pyla;F_V`x(
zO2*BjJ~K^YgX-Lj(JPWG(e!&M2+?W)MN<1bn#60MUJwrN<7_*NnmIS0XX9uM>5JG$
zjkIOEHm9A`9q*ADane9b3hFStKms#u_;&z09kdpNa3HXM+knC4Hf5LXw6ve
zUN$;W#mRlUUn|*+=AQttif&pkhGjHuBu&7}NEpLW$d^3vjYaZ!%t~SfOTwQSduaZw
zD#l}>-C80dl7*Ci8zwu-;5X<36N&`)H|RR;1Ok2tPaBqcC#FU)Wx5!{yfqWoM-E3Y
zrWXgs*+{f^dBm?EIXtAXxTxPE_D&E{7blPd!@dM4J}9}IaYX)jTeM30Da-+hvoSg+
zGm{bhtzzm|MRaE8#77M>Q%J}&fHL|GjFkm~o(30P%-gf@bYMfR2B!UmT9yU8e{6Dc
zqr+f`VUwO{{@#j7UoFw!Ll=YdFb}*_TNJ?j>zK#6j4B27ZE2LFzGHvs8lOX=Cs
zJ;qc$jR*h!)j4H(;J|g@Ck{cwlJra*z6Tazug8Z+)Mf-NTEgYg@j36F=9a$vch%M4
z6J|jT>rfb8&=dAQUkOAxmBlSmMxH?Anz@G_}I=?};>w19I|qa4w=`X^a#9
z(1OMw7o=}bmncl7Wdl8hTSco5Rv3dNvU<%Lb)y3oAAYo449ZMTmoBROrEmgn(rtq#;y1!YgEX@;c
zaTEi2eWX2tg(5o7?~fW4Er?Ie$lTo*a&=AoL)7vW$!YUL6-DC3;xK
zPTLj&0`EywOM-Tfj--N~g`Wt*zYurvV^S07ZL7fhwKXkqUG9hb2BYl)2~u<>L_Ji)
zfEa;$?h$^jK-3o=5%Y`1$es?0Eg7^yz
z$1HSH6Xjwo`uF|Wo`m`f7iO1iGtCp?M&K6iO(+TamLatYAO1#`PVkAmiHX3ax`8j9
zI@hM%E9Mv`=B&Brp@Okgf7Dg$QB#L2!um@_Ath`{a$D9ch`x
z)ZOBP0Ke>`wM@W%Kxnwan1JUlF4+i7WRsU3?i~%F8%fVxPR?iw3?Nx!Tw)6rE2?CM
z3HN9hsNQ+^CV1^<&Qtt5ZgR$Qta5oJo$Y@Ab>O=D80CjCQ-Hb>>NZO#t07h2Z`K`?
ziDOTQMa*C#%zX}ThQVDCqW{pEsuCEEUj&9A%ST86Z?uVX5V+DZEB`VtpA(UIWPLPC
z3a4=g!_f4N#Gizi@POGCSo9Vk?z14wCD2rK=J4>bHOKh^jXEEU@8y2D8Hex$65%5G
zobh&eZZ2egH(&rsqe;wM1T!}YElGkEysi7C*+pEYPt!ms2<;qLubFHHyOS7EJ^jaI0jI79ZQL~h
zs$!CoL67Qsq^5ot;f}1vp=@pM{u>e=z}6h?dVfqPLbdZ8haM4!9Cc2~Hz5Y6-+~$C
zjyJUa31UifWPCr1TiZ`{^p7THJo&M3{*TEu-cdK8SL!2PzLA~X_C
zURob~${PPFhX-73{L#5Nr~4JC8HMO+#~TXQ%-nTy8sA+6vvF4^eIEuxVs8Ti7Us}1
z=}@9L-GZn<&bSp-y}LdGHXR^g*?{js@>*Q-L-1}WQ^)-jA)8313gewU=j2kFw`z1`
z0?hI1fsURY1&Xa$cytZ+wP$Vc&j?s6Z=ekO@H(uZ^B?~{pwRpITmg*V=~?_U5kPSG${yV;MA#*cJIeS
zxePh8tHpUSEaX3RF)cYQf~_UJ8#^Vetzp+O5uJr%D4`tHFz!Gd09ptJ+(d(8gx7b?
z_oD%gQ9>3qL=iBF#u(zyuY5mvVOU~QQwuSVKoDXv-N53K$qpoG6np=M&_Bw{-KPe2
z!va-he0cO5$Q|Oz<|5jBI^eSfBYUkF*GHuE7rgV2WoWq0o33Vwq%HeUW4t#Y=$!|p|Gj;Ea)kOCSF|ET^`#c`7QSb
z4?#fihZ2jTVY)w8yotuk!9XE#E8gEIWMs~WrlT`ce}8rwht1AI%-M_5FDMc^*Rf@4
zuiUm24rp_YpCCY{djg*eu`L0^Q1?&FP{Jog^jdN+Q>ZZzR)O~00jWX*?m^?vQz_qx
z&V+ho2aZD<8aiZK@u9)??!wNYmUtD%hHa*@*;tG~EJvF0Bakr+aml+(p~~yX8xJ8~
zC5;1x`zW$2U><|EV9~WsH{_#J7Tr+4Emh0g1b0hV$Ikin@uC
zynsmH7a@>Lkb6W#Pa-q}Gb$RoZ_pRuv=gwBMB#*RgQgqssrZ+_b(K-fEb4be#l6Ee
zm9KJa#K4T1Z1xE*$&#H?Fx(i!>iz7M0?RidvVBwp7gOb?oW!`t&l%97M>Jy;toV1&UP3m6-2U;fLn3mp|cVY7Iu=Al@)=1S4X_f
z#`~*Rp8r?`m!Snwj3dmz#}i2WT-97TwSKgW<}gj`c6n$^>q&jm;KV
zmW*wwx}hlD5sr6I5AlSIl2RkWWeusaK7ZaoJ;0vSNuK$*%R_{URYUDlVC(3!VyC1k
zJDq$5uH^1pKEI%6&8_fEW!VdUGJ;A)4a~!8Yt?Mj#BRiATgUMCUS6r5t?78B*EFWp
z^jgC5)hD#m^r`ex2@=6kgK0(z|M`U&^T|Mdy=Z_sG>xBmVAF
zzfx_1bN>FNb1l$AmjEQs&dG_!F+2ar{u0)>Fnjs6W3j{JFP_z`JotcX&CXm62-h&)}`_wV1=qL9ESY^z5hSKg;=
zPyTFF1C%i15{uzz^j-v7Djv-cx@$5zI(iHXb^H-p?T3I}6`DO7aIm?y78Ve`{s8ix
zVa&uog)?3OtBU|10z+L^VG*n(OVALb?uydK45YylG*Gp#FlJw6ue=#Syc;IXV46RmYH@|w
zN7xH<0FYT!sxsc*he5%mmxsxVfj_E;MZb<-dYqTt0zjn%VOwJ4PW!~CSG%GlQS
z4S(u}de+vhZ2DIeI>)V1mZl91-t6#NAP^WVL1@x01~gd5oe2xu0y{r};8$AO_3_b$
zc$Hz)-s(_+}5Xclj_L;2dbi4oB
z+G*kME$T^IF?z7@Xbfx4$p7v)2YNYqdO7l@(6F_rPHgY!*9}osY6x%%N}#{W!STE2W1euJ2v_B
zH{zy=_a$A~mH%S5*2Nw(`)Lt2u~z~%Psc|E_?2|4rpZ2d}IAS~OfC05Vzk+b?EIjhvf_8IUE2q?Rk+ej>sn}CFKIh8_ST(?m0fo
z`OWtrxUZMx$2H*nJ+Nta0syP8V`E`0&J4Iw&d<)KsyN&?g?Qh;cEa0n#I^FxI1)KT&{YL5Wu{$&B9QhXE2%n!1-*#tAtzO
zs&0grgP&QZq9Rav_gE(oTcG`0mseoo)urT!yPTTzxGxTOsjexqOn8?x`FV^Pc;=@o
zD)iv;!(P3zfmgSO+pKM9c!El{$JclIXE5A!$QThRg0WdEW9A}WWbE0q^g($!UVJmg
zD{+<{*Vpp_*u`|ioJ&gZkFKzm=H?I(cyhHx!3)Z`cTWhamW3fVv?BobeY{_l*V*=#
z^<*%=?x%{Tk(WWsO4m`ji-+Css8t`|;U31!(D(Dxgky;4>vKgEAb@BSZ*~@lkt|Eg
zQ0T1h4s_*dC9{J_H>kKgj65CegE+5P=uCv#QKG8GI$%v#%qvlER>L#pEh(>
z)$OJ7d~x->x-X03&Zh3U-D2$ZiD77XEh}pd7Tt#7Q*%>KdKJGz&~U3cmH*M*
zh9QN?Ihk4HCdOu(CaLpd-R4RJgER3|a7Uy!Y!F4l^Mg7lWhT-btr;R4gk>)Y1U
z`n%WahPQc*y!=_7=ZR2i`+DmSZbonNbo3ch
z<;eE^{QbL-bp9LH9;b>k+=)cZwmiUsEdxDE1QKKi2+wZW;7U6j
zNP2Ox2pq1Ffx&bwpU>e)#iez1B@tBZ=$Cg&M`w|T@G!ka=jzQqyKQOyeP*trtA+dZ
zuy6Q9S^4=@_(%}LU2JGDoiC!ygZc*^QCkp5W@i|WngBu0AZRri**tyu4$s$Tpnd`>cDt2>_}+%X^KMc1b>A-BQY|k
z)cWEafewFYavs54-UblY6m6WXcH9>)(jnpNI0%T|Ok|&xi0^rU09!BmL2I5Xx^~J*
zjaj+524D!-aH2vKLl~2
z1H7QJ7`xe7?FS6iQItFZAL2v9>{h$m*U`}`Y^$PEjeco%k*4ipQyAu&zQUOFJRY8z
z>BbEGo!nfOjm^B%k9bZ$N_$K70*w>1+8D74FZjJG9N@{4;mNkHT#Qak7!G|m0-;K*
z2|Ojb?qF7DIc^eT1`35+3#`n|)4r!^DFmK=6oN4ZX$1v7{LZs>g+{KftEqKE2MozU
z-+ElVMALOM3Rc{P#k^y4I3|T-99vb
z<28>;15R=agJV0btQ=9d=P4-v(%s!1b>&JZEu|>hT=3-%#-A*m+LMzvgb5Xx`fwyg%Wquc1!?ot#&
zP-L32QS@&|0~TYUpx_yVv?B9E4;mR17wCJQI2IB9M(Q+6x^!uix5^SjeS7<50F#?r
zTc3lgZb)3uhnvdlk-y_LYzWZ2t~ZZ++Qu#N*i(O@N58T*!6rGlZ~0aelT9Wj^QZ^2
z|G?$u^6rOM=R`tEQH0^o7I1-Z!ox&{W==mzY=
zEf-O9UWn0?>9Cv}E;n1>dGqGYF)pEvT^zmi7siZcxc!wiSLB@c#Xen+5uDIwt;s3PkvUEGC_rO!@~ZmK#NZWDz((Gl+~
zD=*LOb{MCwB)$}(ZQGqLzSH4}-FY&Y899Y1KN)nMI;<~++Z1*N{o;ol_X&p5l`+h8
z@N|psTYn>dCW^43sQ=tk3YYvFJI{py<+WE$xD*%H_Ib_#3bro?eCWaq>dCg8AmbPd
z{;x9NjBdc8S4nP1Wg>ld6}^QpuB#y~te4hO==D4crNVk1)~q_iS>4g+vFFcsedzCx
zKmpG?x#8mtzD_p{2kC&Xetv%M023^3yQt4`^`Ly{{wo6$L?ZMxcv0q7mPIM|&u_sW
zA$=@Z;v@=H|NU}jKi-ZQ>CabfzRLgoA9EGyyXouLAya!`K>mD1?RK0N@xPyVBeoc6
z(SN_*zlg8=@3-Tx_p4_J{qHAA)~~$vzaRL2_A9;z3rTq%6^KglA_0)Gp&6rKll`gx
E0Pevvy#N3J

literal 36386
zcmeFacUab0mM#36a|Tfa44{$(C5U9jfQTR&M1r7XNg^N_%Tmh(iXxJgoP&Vmpr|Mk
zBuhrgS;?8Z&WqJO-P1kOGk4~X`+OfyRW}OnFPyOVT5GR;>aLuupSPk=Ht3Ll7e$DN8&N2`
zC{ibmDP8yLYqZnw)SH|CIqpQ+BysYXv^))M&6)R3bQ)GXyeV%j-t4pX`S4|*S2;}z
zkLfY1Wb=nFLvQNbuY2(Mx$ZrW^wP92wioGPN6k3j&Q9m=G!S7tD)*D&=cuEIBTbEU
z3iKW
zckwyH3bRBt8U}{G7g2sSzb#vHIZ-Xy;@jJLp;Bq??2y&8?5unDwy#&lvbwir(N+p2
z@4%U}XYpD2>(?g^FuIKPC}+=2_4bqn-%(FC)TuGw_M!ionr`Djwq1Wp%{Ba3#$RZ3
zz4Fq(e!g&>ycz#lZvpcF*#MEq#7hNDpI*tWRE|Xj=Kw!5^>orqSAR|%K(SBldRJkL2l%^|6-
z?(@NYXMBcrZy`QL%dRBn&Lo;_)+pp_#VB;`^w#?)b#!zN_ZPS^K6$VE7z5zwm?hKv
zHSv-jMocGvx$oGP{j!E_A0Mw?yY^{#c(|jZW92J7X&K+c#rhh@re)V{=Q)9keERgs
zBjnSQ{n2uQ&F~qO?5d=4gsygxWOGJ`#&gaD6S5!(bQdA(p%~>mn1gT#XLDV
zX*BWU+f^&83Ow6LtGjqlU5W`iCN!YHX|ml*J=;FTeylH&PTNslN=nKjq_R>e#k5{!
z#d-$0`&$oGrkZQ}3){*jCMNb&$NF{@`-bb}-J51`w`s=H*9c)8GLLx2|xb@V;2gYfn2RTiTvGMRIY}t1m2v_wJRGUzwbqmi7>vY}<0+!t1lR
zkwU6jMW@p^%r+(>cBF&;EM}Xgr6(5x?*piG1?mv!os_Me}P%U%;YfMw#c^0t{_Zw
zocFcGHwlvqxa9e0l>-&|`S}fLmchjnPxhbladvjr$Ez3PH8N|w#hfxQDBBqs{l{-D
zp-{r}HcMb|!yEK0;&bOR3ZES?F}20|uQ$)tY)Q;^7+1lJUa8~ZcrVra($9x<%YhdlRPq1!1x(5Cj^{FI%&=xxjq~#nFgFtw
z8`r?1Tc#DwyzRDp$aam?tMj-=TWjm3q`S^>Sxq&+J)q}5larIUiH^kyp5}(LdBe>x?bL4^1uwAtx!@@dWsxkX74uK
zSt{-Ej7!sJa9jStYm-BInPYx_3?||fiiOrvHGsl%>7SRM3luXQPkz(acLlpjD%Vbn;i0G@8r5vjjFbt236=jdn^MtY6toXUW9?JGU&Z*P|&PJX?mW>DhC
zX8ei%h{cQL>lq@Flle?*U!81r9DXP^JECYk*rd5)1Jl#^c=N{tlUS5kXgs(q@_g*8
z$TB{e?BNpOTTvY2KB_TlFA=V@PS;$+rKJ?!-=n>Mje$Z*%T$wC37kMfL&H+RN4s;U
zdCfT17^|>w=IKtrf&iqKWP?(s-YY>n+Qm!{va)^*%SK4^2;n!WHpKQi?4UuWa(=SZ
zCHeBF&Al}O#*G;%EJjsP%D18t9Vdr`oM+NB9c*k~+YC0D(iOFH1#|XfKML{TH^D*(
z|FXL}wjuY$i(PsK1}4KD#Wt1-XaoFk2n>Rdb
zk7FMyBVEdzrro?*mshd#!)!cDB;sw9eDH0R7&V=B>1HF-=OvK6loS*^s^c_GD#T3d
z`1bDKU(cwW<7g+PprBA*%+)N5M043E>@|{o#7`{etIheVw(Mi&;P_k@@a$Pwq+|vohuaQG>~xt)oSB&!sZ>1oskm6C*?Bs)(2F}BaWmptcX{=BK9A&!
zZx*j(6jDNdPq@8bfaGB;ck3T5$4H1n_AW;Xi2C|fO*6;wyj4e0*&myj``k>*L+&DC
zFk^pVs{jj0m5;8=%g)ZW1|-HG*-G23g>CxeNapwO2*M_g();}E%(-(lH?$G#nDihY^4zeO%zI;i*
zC&H2a_&}^AlU+!j!;YOhzydLMxCa--jz%Aj^>fM|;SsPVGp
z%cC&Ag@uLXHQFw*z+fiWk%+}*w#`ne7h}su+n?(dK9$GNDP`MRdxu2=)*4NZ^%H=z
zdGqEN-g5F-k&64V2BM8B!Y~=ZXDced<=;uM=~pNCd2Vj5@Y5%Gz~>aZVf_@dMs?Hr
z*HzxU2FbX8RkZ3kvKAW}8m1s#
z-4)@nfsEZ#JSTw?MStWi5ptaPAu|XbV6kgU+TG7y+`fuoXAimW6gTq;GvYe`>fOlb
zC_lGmMq5iEh4TIYLh?+@%?(8eQQiXs17QHtljYLf-bO}7VP0NdwINble1Brn4`RU5
z!H677y?uO)F;UfP*RJIwh-j$&vo8WTZ%v%0@8F^Mtf70r2$MhZH`I?JN;M{{adsq?
ziun%y1QP7H&z)nqeCg8XNZ&k8PEN&G#NODOuN%M8a;QAV4(COPF$L`Q!7S=uz4}V<
z^2d!8x{1$`{SUXgGYIOA^;CTx`T6tEfvulq;^$8R@9~ppWe}*dP2a*ILDNBgP#b7x
z^1}}E=Zh9C3PaG}zH#G4+2;q}%m8~4+=hHW6IJalHubTuBHaCalD(XHprV
zgFI3fqnY`7a;i7pS2a%K5cx~I=~uth7o}folMIS2TR(Vj5T8jvz%sJ8v-7s@sXR12
zK4{LRmGw2trr)P{A}#F*@ZE51Y7={>a6AU@U{o0)fA9YN%wFlQ2u0B(t%C5_4;Kpz_LvCY?+kR&nx7~T
zM`l-R3+Gu(am~Chnjm-i&W4@Ux7N@pW!jiZdM&1~>LcyQ%gVaR)FXq_Y}&M2st04l
zT*!Xt_J*BtKssBej2u$;jCcPoAmlQa1s<_K|KLFV_zy2_=d$nb?~i`J&%Ie|5yfJ|
zt~~Y|T-rG?Qcw0pO1d*eVR$*W-rvfl@x1dZ;N(L_VHHGx$KZ(SDaOhzV%xCwl-1Op
zYdQ4u11pB5aV?^>u!v2xELpa6sUdO!y?~kD?X}y3@b1X!%00D7;Zvi%on4y;jX(jb
zK^~JqZ6wS)w3LERJyf{4eBH>*aH$Ev?CLdZ6cM75O=`H-?G)3%GUIqwV{Jng9@F)f
zMVae%03Rf%C~OCChUL;@wyLL{N*!;|JrnMl2vO*nrw#jK+v%e|(0v(seBcL5ZG8Zjb&bnvM+YBQC
zzZ#HQe)A>~(4BLUk�`e#qtDUN=e}87#?-3o-nK+{%PAFN%uJhK7YjAv@J2Ub+L2
z6ky;w3Vw;nP_Z9xwB@%SF_fw?xJ>wNlv1R}Ve_UdjJ_aJxLFs_CgDSu6A#+qg7|7+
z4B5C>E>a;h#{Ca2*1#DMVS=4OHqY0S7>oOJ00Qop^-FlY0fQBOE>Pvl70z$8)K8~H
zYcOh37!0u4qZGs4va+(S)cFdSb4k@D8MsHO#72Q*6bFiHGchp@jgF?cT>$HCjSON;IA
z5jWowp`AMyOV@Q`&z?Orw6yJAJgyF_n+5V>zd5W(<98gSoK*G5F<;MceU&ei~avdO|`w7zO}{d+w^kk6;f{x
zGQQ|K^L<=qfPDVz!)Y;<^s9QkJa2Yj*`4uFLb%J+q&_vpm2q**v>G<^NX0qvZtR%D
z{ou8pEc|8-UpMI?ZsY6guDlHQ(cYSKwY9ZV6RqyCrrWn~zvt$rg3Qy_*=c*B)BTS>
zz5oNgeE$4-{egw45k7S25Ftp|wBNcE+afP(TVNK%El(;ae3QqmQQ>#0Ow$=
zpPHMs%SX4X0#Z~4oxD%7J+_k(_5_l9?}1#KfelD1Hcy{JUBOpN)`Vzs+ok0ytE~IJ
zCQ3ZCvbC*wu$`Ch(uW7Sae%GlSE@H&eDe~)@Ji}k5y}yDZyr6GZQHuKc*qZDT$ZY_
z9^SNR)6m%1>o}>oY;gE!Q0ny&Ybj;};epP3-T@$5T*a8(yL(sO*f=U!`q&}nJc-2g
z+I<7*yzyHPsD~iBG{?T8yf{iU8a1_TNyjlg1B7`YqeXbz_v
z7xg;|g>@y7>&TZM{a?RxxcKsGLm%7k)E_jg50JQyYmmDsuB6U+8l%XqA9IlI!k+;X
z#>8++dOhYA5D-8VE-BM{%DUt56}i)=|3Cr?K|mGE@RRTsv3nJE);kDU17lQH)=n;c
z^zLz7!V{Npr*n>}yw>Tzx<|9_LjLj%nf)6->!wfITq9QkA~ox^_B*Dl8wBhU`R3*d
z4k00-X3N_;4ez5?zy5{w%F4>%jvkdEw*9Exb&UCI;S
z##K<_d0+MElwuE~?{58Vr*81N0Yy1WY88}SJsvRgHsINT3q37wZXzCJ`|8o2apun*
zDVJWoZk=+9an-=pljOn{E*Q{?Va`@IZgXzDd3bb&y=3V)a(F}8upn~o7TChCeN~;ASr$GfT1`JSYd62Vqbi^qC)k-q#Ww
z8I-^-;1aUXD>cq)q5bCqVvr`zcp#mz-hZzbUKbf1%_PSyDj{`i(p*atv$
z+rR)9a`-wX5j9CShQuAhc0-rXb8dB-pB}#9(iO;@ld5NCLM#
zXqcGH6o((yKwj+|up7u0bQp`dy`GV19jCRlv_Sh~sr+clVXTlN{v&o7a-j-IBmg@d
z7tWnM`{1{mH{1LB4{X@5f#2}UQS+S1Feox>tO>%PSa9nu-)iB$3b_uVP*tvr%erj`
zk2br^XG2$Dk>bvo2m)*l`S|g)@9e8R%*?dgx3lfsxf42?G&p>DfT+XBK<1z^B%(8?
zPs?Eo#xYq$%4W`q<6oLKZEqWJ|Vx_Ug?X%u!6zFYeQF
z8E8mXPt?6dV17%>#aUp^DZmfHT1nbP&}Hwk;Sdqgz^7^eQ%BpLoQnbstIm1b=kyF*
z2$U@9O6@E9gBM*(0>$I^N#EDLOCn$gEJ%j%EPeejU0vM~kPkzw2;<0(7R?oDF9Ze#`OWC_>(bju1CrxPy)^9CMIj
zRB?)^vS1~#P9$7kzn(@S!g#Zbw#QR%@5s5?X%2pVWdii5I$5Q{S8r(nE!8-}tPpRj
zDbWei`(!F05Zwf(-FrYi`D4d0&5j+>5aU#qtXN-(EA;;sPbfa&HD426ru3(G1}I_~
zJ>%An!%yiZ>Ta&s@XW}knqu4i|K4C;>cV@jtbrGOP}HaQhC
zGya(UBZAhot}nYW;vcxyI!$$l^Ba^fye}x=5EIkFT2AfWDR?zR=K5YK?yMibVRswcB3&_+g=$bzL5-^_BNBz;a>bcr8tbvA#q>{py(Wq*j1b
zWV}U7s{Hp=TljE?16o-N8F1XQVbzv@lU+A0+S+{TAx<~X0S_v;-}|()VA`2PE#6+0c}2uy!S&)?_v
zb9lG{J19n5JN@cOyp%korPyPwgBZp$$e3xtDbR>1u1UM{77ys$xN*b2?Xl!j>=Gyt
z5hypAw%{AnCg*9>%tHuRinmtNqTKLgFc9J%ptMZ+{Ng}tK$;A<9r@38G)7u?r5`H=
zzaH)rx9)jboaV7_Jma_DelwdA19YGql{(?NtReXImD(VIrt8NM5i1a@l))BdeE6h*
ziC=H8$*?xjOtUx!md9Ob2b6a}icp=GACQ)`3fy<5nv|B5R3ldQ>o02;+Z)fSBR!yH
zY-wp}H`e)@t|q`FRbkk_t-U=IG{ktYDce@BmKk@Z9NDp$vxSL3s4rjSAY~bS^4J@t
zmKc;X@qJBtMuu^o>!QQE3nJu$Su~r|L~O	}*rGdm&Xlcc3cT3o61(ux&$p%BIyt
zoHv?CE@#e^BO995h0FMc0Vig*LOI};!e6tGj1uJvJX;y1zMQEZ4&NN^+!=+RKYyYi
z6Ne9}c3Ew`(|FPGo1SI(ngN5!O=e53%wH>sp~i3i6cq?huXl11BPr3_G3C
z4is|&Yh{)yM^%W38cq}6?%0o%N$!;bIge;^7!=J0RG{a%{0D*$SNGJ1P6#0cveItb
z7J;ZkLR!YPZV!AVTehA`F>lsFcznu2#st+6Qb;4aaDF;>UJ;?&Gaw)iG0qT(02d~6qIb}jBFt$WnT2HfR+n-*5f2%Vg7ei-y(;)=9QyHbqVOp0gg(~RZicBoc(*y(%
z4YpKd_yNgDAgVohGa^HyHWFQm0?xC+*jJc^aAH78Btf}O#qfBPMr8yUtd3^R&l|)
z{kx~IT9v<5crVXd=H`dh>+^%*IHr?F6NhYjxRn&;uq;R!tpXYXDT+#a
ze0Z=u7&C4R-R_>dJIR{_JrD!~Hn?Q@+62LKc#IT>aWk1fF-?Sua>Pm{P>QNJ%?pa*
zvMJklY~CD%HDy%zluiBB<-26muu2YSW+<6w{X7-0WG6kp@l%y}t=Q+!w@IO#
z?Q&z03d*1eqlY1M$uv8S`{&G#T~LlulP?t=_d^zp0QJsvun9lRKRz~At*Y%5ii~&w
zi3Gdpna(zXwlK;L((%e)CT2wNyN0;>
zV|8xc@%&nxe`8u+$K^Hve4gD8+cXdN?P?b42rU%}Z}P7^ix%7g0RNVQ%oF9__C;I$
z=)Y~G{-Na;51?2WlR^Xe`q#gU1Jl^6x&SF?>FJ{o10=o3t58^VkceouYzanbS<>q_
z-BYf&bhpsbhC*bQ^rEs1)|XfJpY3Z%SHu`wUlU|K#km`n1bn$FQWf*R`|i>P&Lb(%
zY9P@IXFPCBPfPoVOkJi&qmBdsdIwYiNgMiW)cK^a|9(W
zWuY{M2wyZ<62NvSHcL@G4V0ssz}}4XE?@2{&=l`E(?Kig<-uL55MW#u@}6-`;(8{L
zh}_wJbBHVzKU)j1bGfv&wNb1-aZYsf>D#w&m5}A@?bktjDm)~hSb4DDW|J0;`}c_}
zG^q}W`go5PXGy|@{QYA&yj9yeTKA2Ymk4}jV-`KGTB4nPiT54hPFO)uaRHzskbT${
z!ycfbM=Di4?k+RIqy~?y-uSr2YPs9W%`3UdK(#axg4L;2rx_}G27@A^$JXoS*9pz8
z99l*D;9xxPcNBaGHkXj$gQ4s;J+8?N^aeFv;QuGz?Hh2tiCVAmP}?Wi1D>kHX?Pm|
zNHk{J))abj^w(XwbcvuPFh5y@2@((ak;3%!^|xl+hTvyB(p46Pq8b1sz_pVTvOXkb
zwxLl@jWjugCX$BRzkS>7;^H#eRdyUez$1>kJxPu8jI68*2p>ea(Q^QfqaxV$iV)nu
z!I`Gh#D3tv_hag4`TIM;L&vydI4onuiWBcj(Hi+o!fo~B1&Dd(USnXj_sh^6k7DquRH_!K@f>Clt-@+x}G!E
z41v9|vutc^gbNb|6T%t?Gc#HEBv)d&18`op%E4X-H7|rTkZnH-Zs19HV)pbvrh59-
zP*iV}!p?5*o!HK+PdqBd6=4sd0f&x^TqDRB3mo%tGiQ20*wS$O7+1=A5PUJ~>=P|y%RIpyrBORNlp57J(W~!vJ{))tYqJY)WQ5&FwHQ=wOv}ZyX7J*I36s@sJ5OiAVkn31l8LJETC!|*oCsk
zn;ftRr>2|dohybzVa}6MnlR~OTj~)%^
zERF4Mo}aS~D0sM?_Y@|RyWFHPj_gs)R+6*nw%hus|0Bpb1+Ml0vp;!%Ya}cw_S5~T
zrc=aEL8K~P-U|KdT4-x~H3OAxf&q?Afc2nKD?k8>?FT(1E(_up$lR`jy453~^sU@l
zS5$q$AW@xY6lqqJA{M!kx#_|BBH3u|+#KxnU=aMCLeF{8lf>@f5dvxE1n^vnU@2}z
zkYpzP&=kYz8iQ=9*MT>oRf4su;TNiq0Zl&$05}1%X#{i?3(>3GDK7v+ZB%}sQy4Nk;?J@G1JGaeF0}%4wjCv|Z{4~wRjW4jC*`Y*}GQZ|U
ztKdJ~H#Kqof4Xn@pzlE|s;{dCS3~7il9axQVqQSrNl;LbkPquV+?7NNf=00ooCElu
zE^yog6Ee%NzYWKV;=Lfq+4N)no*4OnJ(JQF3ma-FW@cvh9zHC#+L?q>4zaBvSdnTG
zOE(&9r
z$wtG6Cv^SC3rLvqA+1*hvf%%_n$sx?A0ysncwNHPQp?tWQv&v|!Q4}-0E>Tt+p-G@
zsS`d0pD7VY!KZq#nia9oS6c@FLZUdOfoMPkFH&~<MRt
z23slZwu_B@*+to5_@wU`6y;uo$r_Kn(nJ~}k*y?0MRPVQ0gXA650ur)ONNJ4yh{La>?w1)FC
z*x(A-H~mvqUi-H4O|zvALcp;b13S(5GJ3iuP<<
zAa#?I*4*59?uEdT2}ssoM<6#C0{u-g`8J>Gy%nkH5vQ4{Ut^mzzbybz0#b-gfBN{K
zKJS;S)5Dp~li6NGd3$$vO9}`iNh8Q8YjP3MNytIKhxH8JhuW~0s>dsE%C
zU1n3{T9G;85b)T5$>3&6?S@75spdwTaPd+S!kp8$?8C;3M6MRfV4z_h%UjIAiC@Kf
zoa%{=AJTYh9gG#(o4aD!vQK=)B7rp5VXpB%Vkv>j*|L%u0H6mX)Ib#JLYTCfJ?XUi
z+e3Dhm;~1P(!~#n8Ms>So
z`t+stp`jrX+)``@wR*2`N*cm)M948pS#-vZ1D!3A;Q_CDKlfV60U85j8bZ^W>Q8O%
zn=~|B^Fe>w#X1`v08h6
zN);pl1@yVF_?=8laWILYcwMb;PU>3c1sb^?;4-F7StwYdGD3>IsF%R#)a#oODC(es
zdcRFU+dzTmj)pdpDI&XPq-gSgD5-&9iqkue$F&x?)1~#vX5<{3diX{a
zC3r2TQDxlt$B!Sr)g2ujVJJ_|j@6s{AdAT~1CPc)*Nj$*R3H|y#>8|7O;UITnmFwgXG
zJv9D=xK=$qF)h=8+!)ZgkE%8dtOH;4%fr+`=HLgKA_0m(C7;8l?4S_-Slv4W%qo$a
zDzogYdJjQds0Q6e*={YVP7`Y~{41#Yuw%)b!@o7r@j3PtHO}pxs>yJ$IgM7SlJrIV
zK+xw2l|s;l#((l<+&9F2iaDyyPu1iS^YwxAuR=bKrvYODGglyPwRLpt
z1BXKS5|n_HFA2Iu;f$&@p?V5ZB4pL^U=D_?D9AJ%|u%N}0@74XdvL8}f!Qs$_PeBwMistUN=Ly`fnfo#AzRbopaiV>`hdU|?B
z@XJ=$>IsA
z>Uk(W7LAAl@6=P>OP5CPh|j$I5@>*ELn*n1+8{Tx=wNXMW4~+-zvcH6ql3-b#6^dI
zOJF^~^dt=R(B|pIowGpVuecFQF+8|I7>+KugcM{CmK7vG{l1ft4|bo
z_!$paJ9lA)NY#vM*kj?QI8I(I_U4rYhaw)cDnRzdOJd-SJxYQ#F}j2G7uM9Mf>HVK
z=$&~vHUnm^a~98wLPRY5bLu-Cf84+Z!Eo)vv;CYPAq!-4r5mcg#n=^92)*E)V9o$
zCbNJ}s^hieF&jn*sD$DXuPo8B;hrfRwrXi@4Mt6>H>F0aBDL8$n#??Q2NBeW`;8c#
zDJ@KT&+SA%Go-Cc_wDRQy(dqm!Tc~6*q8Xgl)NfWJdHtm>ieXp;p%)wyKQZ4VKG{<
z4Ty@+bPR_2@q-Q1tEYKM(k{7~oA2pZgfj3|TU*up`wk2>UaQ}pmX@{=ZX$fi6|GEY
zsa$!7d{3dA+r8BF!nGu)RO+8>m!r_$5Ck3$r7CHj>W84=r9L5keuV$O{++5M9fjeD
zMIOu#uC(G$$Xz;*6FCizD3qLTQQZ%fak+rx9w7+{37N1`HYg30vXcA71ADxG_l_0*
z{Ibv&&$ove`M7Z{-ut=4U$`pSNDhjY7(V<
zbtG%UbfbQD{;rUobDg
z4+QVTYEria@KXYc(A#!9_%n6-DdU?kC$0|1q1Eq|A}YU;&-yrORe_+f9o-eM$G=@F&n%}HFvbkh-8Z@m!$dyf6iN1;wcF08`%|SUO-0dLa-<1FPpxv
zFCkoZ3J&1$E75H9l6Y4E1fH?1V>lv5q%b1zV`F#PG5DrYbz|4eyWtz39mTj4S%f7r
zZ(U99%#buGC4EiMsXmO2D+*&939P96=$fKxr2>m3KrJz5|E(?;kX`RIJV;ry21u1YBY0x-%ixPV;O5x*DIiKmdF(P{X#?%CtV
zFA=JcyU&0Kr&`bb@yANhpYOK7h?L%_Kz*r%B)rrC|1>3EvHCWund@Elf8Wft{IDh3
z2q_er@P>7bwePaqnDf|QlIq&ty?doR*5-dfx(z1j=eCX^1Wfh|uVYxck&P=rNk++P
zhm`~JVmVQ6kkm>Zw^Nr5MQzhXPdS*7IVz7}i4;FSbR5D5YsbBXu`yfcaB*Sl=0zS_
zvgZB1J$odYnwp652R@fy+xqFj>FU9XxwP4gr}m#nuq5TIguBAz5-*M<-kqMkxp%=c
z^s9F4`_GD6^tbtx@*mw6de#4jZb1Q+>pt7K
z5RUR9H~nQ5{@;G*I$zM_e@9Z8sc&cQeg}!o`&{jI?{YZ0ZQ~yj@<+84<$qUckdstN
zx%d8n!h5;{>!ec-#GgJ>mhtqIoR%?7D&?%dhW(`PicO4X7?WXQXc5jUfz?
z>jf1U3$+8|W2DaO7aXHluG&pLN}+H*TuilLQYg<(-B`BpcmK(A(EKW7Ch)B$$Piy@
z^vix3A^&GCr~bTl(Z(zk3@)eEw_g*&KgDj;H(AM(UYlO{`O}l=N7ERMW{}qVTNNa^q1A()>ie{>f|U_nv6OAX3i-Sop<@M*sV-
z_&+sbeox?cB{p)f(keYK%`jM8l9;K{*me1yqCQI65s{HE$BF9$Ts>L${pv=`0!HEp
zLLsEcjS8zMzcDZ;{0P?I@*=4M{p-p|qEqeME|GAo^g=1*6{dPGDTWkQ{2mdS(Efvz
zGMP%c(@@^p7q+l)*DYJ7B5IYcLF|sBWs*CMz(q(o1%h7Bh#>J@f*BHjB%CwyQ22mf
zY(F?PnxzKV_psrDY$yQ|mmKKoxz7x!I+qcsZ%IB#jg|NT({P
zi;-d}kxn3dLhm77Y!70SgGf`8(F}>2hK|nmnBYQwE5Z9w+B-UWY;&jmp|8jM{`=C|
zahLg2;v$3=LHzW$bs|DSPAprtjJ!A+6@yV6?0t5@jF5D~6o>7bK+I`rY1s}Pk|!2j
z;M~%*X0Yy&>I>%G$ig+Sh_OhK&Ia;AVAsUV>haXikJIaODDjP@eb`B?TZ+3YEH)*VCu25MK?{XAc&t>xWnW
z0c52poWG!iuGLrd{fkN$w(L<{v(sVK3l?i=umQxvm!)2>5z5K4wU0I7Y{#g*C;BC#qS&EW
zU!--_9>16M)CqLWgkP{IbcI&S&
zJWYzEnhyObbGbWizeKT33*`%<%2dT(5C9~OZWS66youl@nq>J@O%bU6SEnBu&qh4qK*$M@x&#gbZs#LW{&8;#U(YQ^BS=B4O&ui>w
z(3RSFtwKgU&EngwQ`9`s!iQLF?=V!a&hO$$^3K`sTJ8+%?=)R+UDpT=XR1?tK9X6|
z%@Dz9u713)HW-!Xs!vu#I6)O*PI{>q=lLM4$kQH7P9ySAE~3#}Loen?HM&9!jKsf0
zoIzy@;&suQl023HGAph}hh(}+SO(s>V@$wFdg*c}ZsmqRa@3BMY80Pnxv6e-S@RDV
zGNKX^)(%Dr!IS1sV)|(epx|7B;)Z
zOEO#V&yHY7jNr8(w8-DKiOsiopA@Q1Wv+{sAlxJf*~P&uXjR9JGZ+Aizo2`er_FBR
z8a?zRARb}3dW0d|^c;-SIOJm0UFzDR#5|O0SQ3$y)$nwBVUm|_Ssg>kfDew}xyg^6gl{dI-%_R^-bEp(5-Szy^02Pa41fBR
z260Aq)v8tKZADaNXJ!3@4u_Ph?Pr{RzNbULtHxftY%{aw13MLRyB^i0eS7=nVh-1V
zwAS^FHua|V@T_~H7)i{+%F4ZE^Xk6G5hsT(?N3G+
ztuGsKso457*>>fkOyiS>HXZ7zh~BVwE5+|O%=5{UCnHh!Cc1L1JVxM)EAHy4>dBF1
zl(r|BRVwD4X19u+rC@L?rDX*bGr2Bj=V4cnFVk3dk-sYHu<&Av+IoT)4jhoN$<&k$
zSCkE}=sQA2({BFKclHHdCXP*;_i!Tx2OiLji+NIzFH(yGLql>r)Vk4;MT2M
zL@*>LlOQEHjnx`>gkbG=J(grDL+6}~>_R}hcz|pYR5mJesd_W2E3D$;+Wh?d9wFEr
zMzCB!U9UmkzlWD(Q$Vj6$YWV%#U4%tqc_;R&ckkY*r*1&c!1?oUl8hx#1MjoR
z^pg$8Ked+BPaWGQAgpR9Xm`~!qsZ+yN^oA3WT4ZSHz|bRSPLAy(w1D02p$X5yU!!e
zgXofn$5aQCHB+65j5MkpLhRr
z8Ix^@2bYGV`DVL$bYx^1Y&si85v>9g7j}Ufi9PnHs1r=k{bt3^N>t_cN?}fksUN0|
zkgP0`+0ywL_fKpKpNP4ITb4Z(Xo|q1(FrxdeuAO;DV`WAJ|9vM4ps4HT3hS#%a`!XB3!YkOqD~xQ=PESVYQ*nv1mTZ7VC|6SOt~`VZ
z9Q1NG;QIGf#HC2xF9rHZpIU!bTD{8q`0?XPA08@FzbFc53M}3pU#eOi!kN^%%aw!}
zAgpK<8oS~$2NZ}=HqG+VF9=6bW5Rn8_Y9L=+a`GEo-;0B^p>Dax;C!2Nrw=&^I_oy
zbd-1U7Ulx3Hd(X`;Pv^17Zy?8$(zzEd&_uBMS=lqda>)iz%zWUJJbuET_ee}X4#`E
zTgrdU)fU{5)H{i(4N-+SQ4JdQKUewXAB)rR3fKCD(|WT5%;g}*WasfpC}fW
zFNf3~!h^dmr>0yu2KrV~IE(siOd3B}v&XXw2(K>LwQtWUC;QQtq_d22_UH{|_qx}n
zCN@hcTRVPUSJG0B`w{l--h&{P#Lc#$7uw&qKcKRgvl1X!Teobdjg07GMZjDUrEH4N
zK>m0Wl(+hYO@G}d{Up+4j`Gj=eB;3f6=S2OskK)$j2D83#cD)VQUbhk*cboI4~lw>;3_!s{BkDk@);X<;nj;DEMBwd38X;e<)j5%`P)`S}2I2-pBD`!#Tsb*Dl7EiAXe
zTgGC9<|m%D`E7hysn{gDb(a2BWZ+l{iKVZx`vrCtfV#
z*gS)7F`}~0?ybgo8F0${ktDYB$uCuY>fOqiT^l!TdWp+OO}TH0$wmJZLR`g?4I(Yg
zTeokI1b96MTS7WGrfv1Ky$F-Cib_;i*r}?js;HP4g!J(obOJ|nP%=@)ppcdW0_;c|F)E!)eCVieboBe?x69kn!DU<)^xml6seWv*
z*`<0~)|=-f{5z9Ur3LPFj2xmquH9FTq5{)ylX-_od+y%^)XUv*F{|K-5Sp^>ejx%{B8^{ejDA0KA3Hm$L!rd2m
z9
z11#j=5B&QD;skM#!O2~1w{PEqCco6fT*7vr(^WO@1_wX8-)K18{_#gO+@)TLF}{xoCp=?i7QQH)vT<=qNGDh28a+
zBEQmN&%(%LykYnUanNhyo{RsQsCHX{iXnE(G{O_wL}@^eD}HYac3|F#NsNl1okRWM~6d
zYV9G{`?vpHMxd&zFK!6h^gVwzYvLUh6ir%$ZTyCZ()+DwzpiGHVzQ$N+E{yexVfps
zFg*G}bkRNArl{y>TKP>cqwO_AQJhX{rMT+JQN`qSXRWPMWUtGz9u`zd98*hb_4C?s
z?Pl$!#c!2+JWPV65lRT?l72}Qq3I(&o_c)GsEBnZM`T>wGwC8!g2b^J7Dn*DA^qO+
zW~98~_}9qSf51odyct(4diQ6U=D+bA|43Q?M~nF{+4cXES^odo+4>&=FQoo}h0gU3
z#!--LBbx`qV@(6&$(P4BOO=E=3CbsqSJrJ+as2Xlok&iDkFTdWsf8&
zq;RQ&dzL@luBh~#>yU7v9mfM!C7sJUv8HyCLo+U7j~yiDiC3~sZg5KP2sgFhNmM?#dycg!J+(}Oa5A_;rp+birlQUe4-*1p6c2>
zaAoB_p!%uWyfTr@c{>_omVde}<_aJKuf1
zRGD`E6486um2?Pw*|?Mx1&oc2E7A2#lxhgO=o_DRD$e0&pUV39z>qE`BSU=??WT;V8s&R;
z(~n3_lF&oPOWqHGO(sC3c79xVFiQ~#i?})~VXWWsWYL>Yd~CnSei~nfXf=lzaucoj
zd6zdI|0c*$DD*72&}FCul{iweD)Eve*y=I1SMnjc^t^=yXAni(Jw8+AfulERb!{jb
zY4FCfii&E&F|UF%U5E|?OQgT0c4~cWcz``Jj}$py1Oftdwn8iCxO?|jKV%S8zzMg>
zFd_Ez>|F?*ezeO}HXiv^mmp3n)FnJve2Z;9IHABE{p)-uA5n+b(9`&FCKiVDLvAU0
z98ib|#}Ob8cZxUVX5%eU_)&$S*;rFyfgf%>ts$}P{{oPzkB{1C699}GmkMPplm&Nf
z+y<1319fm-5~~!?+SZt9(%k3{O#E-^)&03Yqu8)`-MNV
zJfP?PYTDe^#;UNk(MWe8qtmZn9kaac?~v<y2yR{Z#Wac!zZ<`8R2RsBZq?=%>H
zvdlB{Lu`aWFyClyxN%!MbFmv$Sy`v`S2X)d_gX@5p7Bw3c6JC}c6DQLY0mdsvn^B{
zt*4%ocXPd6{J7^4bCtZwg#!l5cxGaJKA<6~k*nyLB^1B2J^LKC+@9#@wv*)7$v8w22^>17ZX_OU+XebK15)vF`pr
z$DmiQctA)dQ{y!=RXi$_3`&KZat`Iv2mkSLWlDGDDN~^oTx)&u+dm{|Pi;Npu~}lv
z$Q@6YFAr#WXHruwQ{{c5?)UOfvYgmwSon_ZDHSPl+2>3qJYT{wArDLq6JTb5%bXo?
zCQcQbJ2Ok+MSj%-O4Am9yOlN-5N+Mv?p57=soE>dIErRj^NePDXghnY`uE%`G-O=3
z^#5|fWp`m?#JQH0E_YjCx1I6I5{0)AEyt=*yZ9U@EJz&Q7-K-cIjw+>)q
z=Q{Jymp^W};Qg&gxklM)s)Tp+h5W^3cd7FJkG8$$hka$>(X7TQ5Y={TPtWa!HJd0mTozGeph(pHY$Q(n1a{l7};_gPBj{f)H$
zB2VIP|Dxr;3|^tjE!MA^QLan79Gsz5uMFw&pQ*zVd26?c9%Xc}<@;X&&wpoOAoZfd
zT(uE#H8!5iRXYDnQ{8xQ$*B!;1x<{_ZqzNXQsLi;r)j@aMf(3K@4|timDTUE|MUV7
zZ6~@TzWl@99aW=sao`d~|I~!=_mf{p4GAxQv0EF4r5pcM4)qt<2_SQ11uAU%k`yi>
z27$cEZ(kRcY$#a&qr$SGMHf<{-_0yPktAjc9i!WhmKlpaO6Q$RD<-;+m{}ZJfbfV-
z|4>V!`bZ+78nDpzbMgpEHClRRfF?EfZKI2M6{FyJhdl+>HWUfo^&OeG5frqCQS_Qp
zyYFY~BLfM9vm`JGY%Xx~Tvl(%Y}xn1*`iO4uHa$Hviig=oCOa@W+x3!p1k!*Y9s66
zd^G7D-<3v=fI%(f*V=kTV~94}rR
z6=<-yi8dsC3?k*PgCo^IT@#dl!K$&557>z`!P3&v`BLTcql`g$i_f+|s#R2Ej;}GX
zq1hGT2-7+7s*|&Ce0=D^n{d*=?Rjzcg8b4i1fxktudzP}WPTRnpQT?~#qxoDAe^Yy8Iv
z$f?N?i(-arC`*}}6T5^H6Kb!dyf(*SI;hK&@D2ci-c)j=PB#RNFumoAi(7yCC4LcA
zMtOrA;ef?3J3Hv23b(mlYCV}mCmirFSFq?eQfVOo1qw|>M#hw+cs+*O1ijw&IE%s)
z9UiC}k+U2hXq}KlWz&_2Y_Nu&@+j%!mj1+85ggF2shj~rLiLD3F
zV^2)_aK%8GaoZ^#NB&CT+Ogo0AwPJ`=9TLyXeMXBiznCQorN3Gwu!_+N>$c_T=}C9&_HKfk^CDYM}OmzStA
znmH?D&hwJSU~zhR57P4j?0I@>?uZCF|A-M8b`A|u!&I*XE&L4nMxNMUA-Chf}S2@$W2w1l^;=NfJcFpvq=RU=b?0=-IFw^5KD{p
z%y&BUJ8V=9Z29fymfx2bw_o+Qy!-(QVmuBxVidV9S3aIw>9o_v`6G%Vb2F2qaT5KE
zLF6!a(t|PY3@-_3;e@A|U$2k`o(yv06?*%s&`(6F%Gd*x>@zQ%Cr??5;6SvD(drAH
zfq~qSHk%y7o>(_q48vz%;l`hTkf3aG1P#t{Q3SFc{c?OmH_m}9Llr&}*Cd%9!g3YP
zN8F8rhX=FAdq{CnSydA!hJ2*t8n-me{AkmG<09pCV1L_g7M2r03)pPr)OAED>|)qq
zLeYF=3=4#DQ&u{l*-O&V2p5i5LF><*(r_brvK-LP(I973kYi=$XPf77lH2{Kfr0U8
zYh5uFy2N_m&fxxVxANI;A{^Jv*R
zJU@60%Yt-!kf^i6JWHM&F$FGTQ(gMIt0yE)V>o)|JgRL)aHz5rri@&3ufKDgRamJJ
zX=l1tz-SwRxS26j$T5n>WG%EOjh?Ih5-Lq6RSx3@1fw|epP_J>pKc}xWMDUu(_S8o
zyk8caCvj65K?19q9khnYos`w)w0q#Ci;9a=Id<$u$dhGC*!QGmRar@?(w-r{CYqRt
zh_jq*D3o7GgU#{VYs>rut*~uqa7GE7R;=hY1sfuJ0|(+nN^_;3K>Hji9w+0}C;NE;
z%HlV+45VX-SdC#ZGBF+Z|2;4Rv8D@6V&&+lv4;Jim)m9XK8~bg>7IT}I`7M2Cg8*)
z;4n5rR0fC{2`cw!-jWTcJ;*r$f%7w+i1ZaefW4#EOALlC?cb2|IA^}Q?PXAq1X|y4
zl4<4$)<*;yl}LLT*;ufc7~y0Kz*`dh=Wv=D^j0Zsw@OmGn7@QmYE;l0Pt0{_jfw*C
zlqx3{3+%!k9NQ+|Kf5l$XQx)qwVvs_@d>f0edCB6a>6sB-?V!qe6E5F>j}@9stBA5
zA=BW4KB$50aV>J12mK-4|5M$$zvY;IZ9IvL$)r#TMIn<-(gu-2BKuO=r%+KgMNv^9
zDk@Zxk!{(e(2ztVi6V+rC=o&_loV~$^L{Sh_j?@gzwkak%rP_d+}-zeU)S24>s;sB
zDOvgYty@*CzvPCRPt^dS5JCM`Olt9XzI5{^a+=EV`;_djcI#tUg@{p#Xo|8Z_kZw$
zt~<%ilTRO1#KB&HM)m}9#q2(R3w3KUL^~{W;qcV5SS;P@mWEH_h_wZDfca9)7X@eE
zpKi6NBS+4&VH>}`S}gc4py!@+p!sZV>@vOclWiC?h*G&D<+9?>pVtRC4y8e{@CUtW
zBe96k*ypIAB$CZ(b3`Llm2@YYO1A5@B_kxaXk-?@1l4e}3T!7gev*Z@6=!Tar5{_bGpzOmo((Sz-9(
z@Te$97!WE*kDp6v!%tk_C>8BXm*C8BLs?%o
z^$B!PA+61Z3$)e)wd;&pHd+{T!9IfHb|HrslI)ON5_;on+QTZiS-SM&31OIQl=Q;b
zP%2P^M)HoFD2+7LZhW~mwKqMQ28@EJ@qf+#S4}P35MqfIy3{5r3|5&DDd8=H>G7t_*8>%7K8
z4E)vmYRQ^xY8k&$xA0ynzNye*lB&P}0hK@pSWel&gljbJ$^~UPY(-rpWx`8XAJ6IZ
z*ma3*7zgoNTopxStJ4HoD&xmNRm9)=^Xn3(=-#Hdt=Nl$91Xm^6gCj^0k7Ji3G3|3-Oe
zZ~u`hOmDZ*Whb!Ms~D{yv|1XWkh&o1D+Iel^K3PvIiBL?PQnDR&?*mrG?7T%R@l71
zf+iC%QKS<=l9>4;B+S|i21271Ln4IYCC}n2bjHwFqv(1dCg!2D;i24Aubh95q&@ZK
zP6X`~Eilpi1fWnLgnh)-tDa0;m%5m4$2f2RA$(RNMgt%<)d)Q5O2`{=icmuQi)e@D
zU{oGI=zvd1qxc4I?KBNdGa@)_Cvn*l_xBIo(bP%2a>W|NCj4%zT)uiIr4cUK3vDIi
zQu-U&I69v8BT@MMH-s_}o!bvb$}#679<)#pY>Uv@x6m?q;!kuh1VsT!GX(SJ>CmK`
zu^0~_&fFleGNI}Nt4lKZVD02XS#JfkS4G`AgAJ-fqTQbty)UNIWYf9(>xP-A=Wk5U^bVB`6kk}FOacD@+6!mQA$-nkB6Sl@9peTgmg{T&+Eg>Qc0QGGD
zfXPU$oe{inEiJK_?1xB?AI&w}zI$HOl2_Z8W1@Wj`myl`4j!zAd-`)({`;64IV0tS
z^etgPy?@isydWVdpCG(5kr+#2B#t#viBJ-4yFMc0*M?q7N-cAS%|5D*6PkwDqWp^t
z1!&ZsEEEE#}*KpCt*cCJ23Z?;<6zm5HoRV>-6zE`j}Y2@>_
zd_S&v1guc8=j!V>2;naAEMkKQawkJt3f0@|WX067r$2kV#^TH;MQmSRD!6(e;4PKI
znf?+*EnN~2T6<~`_k{6j@Yhtp9zPs$W2O*S;Z9uBI|pT*Btey&`ey2D^fJ|+Q=T$-
z@1`5C+Iy4&h`IQq3(%4J%`jNQQ^<>5l4^c!EZD7dAmzlh)P@lCKZMgot<;!
zw#{1dVZp(3(Tfn$h6HLeBCyU2(t1~(zBpTrwo3Qx$ROm_3umjfH=H#&2M9qEdBp5n
zNeEodCbDg}F`komnQej!=@i%oMPQGKBAFFJy-2Nz+m-l|5WAhjmVnDZokRy1;f?Py`SUD<5P;8539mgc%Qb?MpXAp#
z^h0H(X!#I4F?B7WC_)g;yE2rlxJs)bIe_uno$I&}n|bppB*S1voZ&@VZ7y>U0^X;I
zc_b@8i?$624UWgA6on)YcT2`$3!?G&eXHujLZeTS+SCwL2wg}ZTVaufNDPFV7V`fj
zVwxF7%~RrXDt^ysOLm@PGk-o-5*;lfhFw_WANdp$Z{ZL?|44h<*gZ?dXQK
z_#x%f9Yw7rG*n0%7g4zp9*dWOY`A6{XMdSlJr4ds5
z!U+A1A7@^$OJ5|8?#IW+lbnxvo1^RY9ASZ9IXgV+J3i#9Li<8UVF;TdgpFF)>u76R
z;jJ4P|&KI{U-nYM3#Hl{(
zu1$n+EHVipwjfGIoY?KnvQy@cD~}8U71(IxUFVbTZ0ud<+dACWzxkg0)aru=4y=M$
zDduJgAu(Zig@&N;^6SedNVY_I)cfYuG`3{){+XVH&b;MsrPV!lMPtjOHwp1iB6=o-2qmPg7OfQk12_E0tb~3+WJBA1ukx;kiSlfSa}g>XCze!5CSj~j)tdYi
zlX#++YT&
zQ3=E&qlLjhpO1wjR>=Bw?K*796$)Ly6~k#=hCf;?k}mABkf??=Wy!*U6X{q)_^(P^
zU$UZnS~pHQ_H^jz(a$Ac(rT4AK<;T@wq>(w&*G>b9e(+*KIpWsf6NQ*ux(xAhU|&c
z9nnQ4`r4GE5tb_gA04`TCGM{0Ou4@&jjFJ_Xmhuq%6j^sUb06+En~BXXRkFYTi(-s
zvYG5|*8szY?|yH-WSzw@c~m^R29Q;1k~AxT;^Lc9NkwdIzAV0E&BAn&+PsXUwVdNJ$~{(G>?AjBM1v
zL4zFNwBOIooy1>bho8--bznEW0io(9YP4AQK+Wpyr%&h1Zyh~ybi98DlOGe^IRU4mT7b5`Pa6r6XEw5=dV@>I+*GpUT0ktey|*LVC2r>><%f2nQDeXjG!DLHN5+8j4ePn)F6
z$j{^E-W^OESDYKi26Svfhf(2x$9
z_)nlmJQ&ep2jr%vO`krAWa8${o85c$+Qpy%BfU!GCf$+yD>la>%g`$CDJlJ-ry5rG
z{d;18)3)6A=k1c_cicI9_G|{Qb)#XR4q?c1YdQ5IWk#?gK+V`kN($Av-DLOR8Ger)-uH(ncBikwpB1h5p4bEf}V>rtF#me8p^LnC?Gv
zB$V_?7MGDl%U|(krXEoklh!8yTASQ$+mUgb|1!0aD0J_>jZATXj*h%(@rl6bXk`*6
z>+?PO_6;SLK}Bad)=k^)(xM9sQe1kW4=9FMNX38t6ZOLVbX_UtUft681D#dSRbDmJ#HY?O`hEIocnoHbZlM+f;vM|l#+!!OHTw+hNQvA7sDpNjRx)=x=xZb!E9Hyha2W~G^#2nKe~
zJ{u_jH9)!_w<})V^qwblX1u{E?!J1pRE+PNK;)Qw?fP{KQ`2o@#*KRjvU>X3wFPDg
z32%l0NFO=C5U<@L4;%UhFPGck$RaLby_rTc4i{ckJ8peFM
zv+K|EX452>K(S_!+rAg=ho?@Twtz-)_ujqTNWI)7dcBM+jl#L}2@FRWLW*ito|l&w
zg(hb%xq8u6;y$JYg5nR?u<126X<5by`X~UeH8gB|XOfQ2L{g5sE7nDqQs=L~{)zzX
zY%zNInB&U##F*WM^dZayv;=J%L~~K>>cf5EJAPR|>YssnddcR+i(h*0R!hYcOveP=
zefV(3;F*W|LvM(}$u;8v@0FA+6k3NG8o+MM0#dP=^~83-MgYloi25Wv`&d~ygUmrJ
zfrdtc;u|!xPt$=wTb8ndf~WtoG!F{`qf^MzYgm!(*po^AB)zg3qjeio+_wbr7`Q=L)B|C&j*f
zhmj78VUM~ha!)Z}jjyN}hXe!!a9S+aK79DF$E?ElB3n4Ru?-zKWFeJ3*S~CuqJ4u)
zMgU@KXfQ|VAV@i@8;)e;9N4CgplUEcv`Lf>vKGZ(>021Vq`v)N1`{r2D74ismky~u
zP5f%X2|7)5<~bqRIJo@!#;N4UL*eOGCxiUX038au{4b}JyI9FVa)}v!Z56o^c+}E%
z;IhCwH*azU?KA!`T|;>9F)gf
z>3ynDb4zJvfL)TmeVrRqjug(#yss+P*_$>Y>)4V_bC#w1*ofVTlMpA{JkF9hbub}t
zL{!wE(d){ZO3JUt#_sU#ZoEl|jI*~w3RWFJLoEIa5QNx)7SpD6R|psN8VuVIzNujq
zb%+wwmazA=SpGr4EQtC{IhD}uP@Yq7=8VY5$OH!$O{>q&$(cc1Q>;ros(JX#1A@f&
zSYnYxPN&o}(7+(Ye0g-$!oPKNqJ?U({;Wvii{hp=90iWpFMtyzg>Yc{J=h+xm8Ur_
zso)v7Po?l&L${w_mwv0SkDzlRzVh$IFD>TGQJz&ekX1BGD1A+j&L9+cdCJrI>0}7r
z1aJfU_c!%0I?DasM+|PkS&5HI$i4b$tqR6ndMvQk0Wb?eG&EGrxaHRIm+iVvPELCm
zo^XE2bt^M79?=nJV<25ZuA03po>JYEdqWLXAcEeey!k>$0!IO
zDRU6l11kCvt#G-B_qwus;$Nv(g&B}GC+@Vls
zRlcU3uBvVaEX*cai}@9Mm-;>#tfN!w9BBjUC_n3mqVa6{Sj8O^$0~&m}g~WMk2pZ{i^c?lB$q1t2eYX
ztX4SpIRmh60KZCsY!{
zi9H#3+A}<16BU8QpOD=?+-ZG?CnHIQBJ}6tbZKoXk=>L+ecgX%8eGLQF5a+VL(v+G
zn9?u7yS06+`uevInyk?pSNQ1-;SOH73?~=md0{OHCq=c}oCWvV*T%?oogkNXb938v
zZ~6Af$R3c!fSChs~Asy2H{s=?#jIfthIPdSrsH>fp#fm|v=k
z(<*9NCpFjBHjpIy4cRv;TOC06tYbzILNzwpxT;uZL<5NimX$35{O^soa@peNH-Ti@
z4aw@17Z(dw-K8(Yt^Jqx&Rx6Sa)~UOGjtv9$WWP3nsIR0L=O*!_Pp3mGV=y_ZKR4E
z&)*UE<8mamMWfU<(dL5xyEkv#%CDL?lt208;bOdxxIn=+vDe`<6V0CBTfDrz9SB55
z#^g=2u*gLDHvHhhKxRpI#kiV^++>jzzs*8*>DKKYpw!$&i@GvJz{V!;s`+DrTLs8)
zUq9i#-|@a)0OTcM!m$(=q-ZHIao^%G+nZ-SjwHxKLIUkX^|ZE|x!cjMS)
z09I1k&uddsf^czT#*8_E6}z^zc@#)}0hs5^!}@3Wv{QhL&tWuZt)CdL
zdeYyc=2X%L9|Ljh=M;00_$OJJ
zL}fKW%JI*OOsze+TD8H)Sn9-;D?NqB{jy#$8@fx>fPep?t-8B
z*q*@XHYG4!W@ddZ&rt6i&;e;rY~I|pBe+#e-6S6$BW!@UdqRMogvtw0-%RMfc7`>o
zLYfmM+{#{FXLxm@qSWUVRp(Z?9H_oPqqRK*hZon}H3?_Vj%ssC?oF_tFwASxBxypW
z-H4B6F-&PtT!P7c#*TNTsy1Z!@F~zrrb`QNU^DD|o?%z3*5ig9SNqtiIX=6Oxppv&
z(WUEWrL(i<@ZsICMP{7qONeZ<
zYNXR66)ztj4L!XcJj9S8Lv9lk)S*ZqB}Ig27dO1*;-}FW&9jb{;{zWhq?O036%@`j
z_WC#PW4zkyD%(9jI74Xh0&!?*Mo)5$~YTr%wonyaUnk
z6mRdbyt*KEPX{R&BHO4*_a8jCvuW|neY{HSsBz4)h$>yiT2De2?UF-QXSsexJ!e_QP)H%<(%e)0TC@?9CF;>9oyGFhno5fMAcY(2h~_2zQ-A3eGYXnBblL<=t1
z;-2goICN;-<`HHxJo>yO>lalXMvX@HYvrd~yARy=xghJzk)Xi9cN|gJ*ds+6ceD9p
zj2ApG^53O5IxA#~9>KoriO5}ScVFnIBG;L@8{K((_Xv#NayY>fDqx~y0(QJbLUV8U
z{{3?+3?`q@-tD-hF|H+k{7a>hj$68^H7)8~JQ|Z+S6@GA-MSIPPxCYtK7+Ur%~7WA
zM2&&Xe~+fG@W{vjSPILzbuV!44yJkI564PsCpYL5duwWFNW*k6(WQBkC@<^P
ztA2oglil5Q!RBR7XsaRQoe5Mol4*OwNSVHx*vJ+zsOh(DPf&tZ^+K_Mw@BnNw#ENd}WU+00Bv1oTpKlhm7ATQ$dwQRy7;c6;3O;^%Vbj+SX8=!oF$
zpmo~D%DzKq0{W@_ae9U^RJvfB&ZDW(PvvLxyV)S4V=C>}Oc4Q@?5tqnogh
zz3AOL{^5gSNvD@->4(o`VqbA4Lxv5z%NpuJG6GTR5U<+3sHU-toSb#XgYs6sc?s37
znu^8Bp?%}+^i<@8=V5%_KFWAh`V+&~_nB4bR`YB)W49cb_9*Y$xFb`#c(ci9*Hges
z)22aH^}FP$EO`&uP4`+-;$~x?2(xCecp{#
z9h}4F`ewh`UiFQ~#XFp@mR)0#o}PZmK68h&_iD3EGXT`qzwWECgS?s^R%yx*lVS38
z@7dGZd6^U}0=-44>)M`p1-5l7-W)n4{&f!p$Uo<@4Hx%cO2C62rai5Q*I0j2!^IUF
zV=MEroWe+A;}=@v7lLA9`oKB}pd8Veoxp0UqP}QJ7l?G|i4!MOlX_3+vaBtxvRi;`
zY)%%~7G0&y$+zTUeR8h)m65`!x0HV79EoEIhLpK-ROaKywX2tE6wJ%v>}|PPP+OfO
zDUsgEIpBv5WH#c+s5dQ=E%^S<(m6~3O^6AbFIuF^22uB!`EpXxn$Zmzftei@6pV*n
zZLAO;8r|K@<(F<36kN*h{{T#CKd}*xB(d^lX-%7=v5vm?T;C0`K97FPX(bmMSN;~ijVs6^86f(cz6%llvV`ldl>_=Gy$S^sdeIlX%aM6@?5yUQJ66GX
z$(MU))f-g5v}vzbR8VMBTw<~}enkFl4Go|C@zv)Q2q85zVq13T{Tm#7OmCl&>&{^D
ziNEzmZrJai@sG={eGh8=_djlA%P8TEet${~2J^N5eC}V=-9813>-T3<*dPDr+cWL|
z`-SkOE2KmI`;E`4;<^6wS^4}BxAecC|6hNiRMJ6XvF*C(%R?Uts=mdP*=83f+3)xt
DoYG&V

diff --git a/images/growcut_zoom_5x_best.png b/images/growcut_zoom_5x_best.png
index aa3b8c0885f14f787b4c570d57384b62bea36668..08f9711bb5371dedaf494a2e528f33daeb40c77b 100644
GIT binary patch
literal 36126
zcmeFZ2UL_DgN-8oa
z0zwg#oSA3S|M|~ZckawRbM857-I=+r?j-_MwZHxC{k~7y-=C7#udH9Qdkuv`Sx>$C
zhctzTlx4b}=U5!7EtF<2E-@ln%RkEZ|Hfoapmqdt!>r*KE
zDbzpC%ia#?Z*@?Wlbc`oH6h%xX~hS_WA~o;dE5SSUc$4tti06l_Pf$j)*3%lT_QyYGqA-IuCsuPxy`w!gofdA@R&M9-ZYP5iv^J)Q5~
zDjLS8iZ}$bmt^PCd9T%QufSmNCxg{3dhOp|Qc5q}`NwzDFaPha{;TJ}L{ZF#!|UVC
zFFQ0GzxGMbhbx`fe(B1U?5wAZ-l?gnD5d1E%g^@q_F;`>46ep1
zyCbHhtzB|6@tCmid{j}eh>Loa@J!6~Xz$yIhzLW~R`>8L9!yD!CqkXKZQrg=pWE}u
zT&;&QzPBd4>}H}~bDHtC-Rag0d3@$!7M3#ueCrCwyEta&=6KA%{lTu0rxT%xdN^$F#at0HrwFXUqs&DqPczKRD6x9VrRx)u+qd|Drs!Z0tm
zv!t&f@vT8!)R>@xY}yqjyFa*e%0Jge%A}gK3Mlw2qZC+QB&$pHJ-2wai@a6;w~uZZ
zW7uG8wg#ixMDdZPUSDlw97iF$YK662ea3OQs0dN7jQ8#B8p~F$`#juLWfA<1dGYhqp2@#XWw!I(vXq
z<5o}MMiE&LCZVl6cOG-=%3sK=EGw(|Uh<+Y!~7OzIuZl#s|okuHElEEqtDOHXeTOe
z-LXTL?)Q!`z|E
zPoHD(cpr_|b}rMsN7pk8tMVAsKF`n3Z%Q+c_F_};&YCN7-&2=vsv#FGFP@i|XV8%F
z`pETwh@70WuEq;kSL**|Vy+J
zn46sjwRiCtc;38ulZE=*Z@<}e#&{g`PFv|cRyCYy*~6{*etBK2iUKCipfM@5K2D8|
zO5Q`KG9dEPr>o?4Xcj)QA4sLgmDv3ia^T{l2uu!@O4VjMN}=$b9xPZ&=@6J230{c#
z=(dB6n_G6H(CG7=oSYOaHK$)6caS&B$;}OXrjo4VE|V?o4V_>7(D=yLk<9TX0levW>O(??Z>K<
ztAtesoq`3dMFRzG<;~0z2J;u3yS{%v#?P-b(P|s~Y%l+t{Mjx}o93e|EXNKUIDg>4
zfj)YCFj+I@<<}~FxvuQtHIlr1`O$HOxD&n7x9jqp9PDo2{!uA7B>Tr753UCb#}4H$
zsJm@vuf~Gql#q}Re|hq}Aw8}Ri~Wt%+sjyOIjX4}cb+_ly3t!5+V|zHtNrK?O~%aF
z-u%3x^@WmBQh(V`48{fo>|KxFTCrkP-A8$SO&R<(f`RS^;lyb+=1O+rqbEggpK{@t>ii4)+
z>&93WzM7NkxDFnCZ&FS>EOxE%C@2d-RG&Fs93I^Yv0(k
zX3d)NpFhoNZYI8DQ;4&Q==t>5A)EF+k2Eh|xgsdUeCWzEZoJdReF9pBWu>L3@pWfs
zXW%ndF_b)vsQm2}4{yU6%zd&&SE-KsZl3aGt2Q(=vDsf=n5uH|d!+f&xGCjSRiL1*
zp@{8ZKx3M*3N8veY&N`A6+gv)9%qLitIaf<<{R&Rq`7kCNnHDAlN9_tl&#DJdayMvqgg`1bAQ2;P8aZf>qZIn}_o*n^pK
z0?T*z+1m+fGw<%Nsz817Yinz>>2WIaW+yM}sSF&LcYGP9f8_9CUyNeQk!uO5Lccz2
z!4JE$tQmX91O5FCy*)h}@`8Dd{q%P}nkqRO?3wLc!(CBZD@*RofdlXK^T(=sszb#F
znizG_x)^_(T~DA6?p|!`^e%EOQc_Yj#dg>SHO>EL3|M+~M6+_&8TI=z}K)zNh8Q)^_!`*UmQY_R}8}>dA57*7yUOV3#9&9x;kRF|p
zp~%Y0ns$XRzB?dqtX_o{qLi#t(%#-)KR7fL51=7M8})FREqwh59aVq4ztP4RLwn)s
z>RK7V|8{Dmr@8fTU8vX&3`oM)*H_`Ja5P#VV{W3I{@0-^R$t$*7-&wHKyi^bF^OBb
zktxP~51+u(U1!W*G1>n(5E>qid7|#-)_aa+Iy&BL8hzP)cUN0Fi=DlFQ{`Q`+qW~&
zSHj=CIhZ>)-kdhRV(s>;wE6joe8Ctt9*gf+Q}w>Q@BKE5hO@!=?%lf_E?loPclz;}
z24Q}Uj8Sr>@D608xRNh}XAT`a2v~8{X{3VB#$`j?c+OSnKmlu6Ny%5(2C8Kj0X2;O
zMh5Q`G@K3>o(vHFrsK3ViW@h1gYnG75FJ-cE*C|Cf3*0+2fglc-=ngnXQ8Rzd6i
zH2CFGZ*`L*k70c+h7>5=w|)2SD3l)6Upr%qJeY?Ps(ON5)N%V?Fgf&}5)V47gduF`
z?5^++#|<$YY{{gB=myzcMom6G;T-$^{d?JXbs^VrCLw!N-FJgIT3T8SOt-AIYi-}Y
zz3;=HTS`kxq)@IOt=shmH{nNI_F#4HL|Zi0Wt3%4rNQS{=N~e1nC{)Xx3@m!1;@i2
z*A4rm{dtY|PG7iqkpK$x&`5v^+Hq%fjvbpfAEZuC^#ljjFQpW?KclRr++h@CHCR;m
z@$8#Ed-kkRzL7v@f80TaW4(rz*q#^Ir-soo;m>yS8bx3_BSS(y*c_F|K9GBRdA*&T
zo&HF71?gP4ylp#oM&NTAi&T2hgV{$E)!vEy?S&P
zo*r&aP6@P_;ZdtuHqY?za8!{n4dxIv)G>s6@~S>zHJXbFumR1^p#x&zOV^(gWqLU3+R_
zX_+Edn0-puHiE6n^c+Hy>djg4u1I_f4EFRj0wqcQQ;6;uw<
zcIO%6hZCJ$U7^qR2_DCuOw*AS6@3!BU=SbOZXu-3mfw}Lm*3(KfDjYAVirux(#6Sn
z_juDG7HXBqLJqKyu_5P)6SZ7bXJx)lp(KKrgx7>i7?ygn+BlK+opR&dQs6hk$)8_s
z2-G~i?&6<+{t3XDyfzXLT+1(vJto6(j*Ut%*!#jl!pKxUS!Zgr`x4-_Pr&Lb)>V>W
zFu!G3QgZUXA{FMl7TfJrsp%%IcySHS8v;4S1I|cQ`18>LQnVA#EHEnT0%RDiRCI+j
z_B)(Zpmuvq?_ughyNk<1kDm0>($b{XyOxU<&>#cQ{fM}q)`VUUHhLrYT9araGHv-Hbfp0e+B=c|oT;%ar8Xa!*;t#{kry)phKS&_9jLb)+OX=P=<
z?HsBRsLBzb*3(@+8Uz|+4EkT+KiuG^=lbA5gxyGYX?ZySqs;-i;%EE1dV0cxUFMZg
z;y<&ex7_5bFDny^R*0`RPHznZv*{h9Ybby&T9d}wnymmhkf@U1!|5{R#%t0Nf!1pX
zn7(GihWhb=W-l+VP}K8=!4HXRRepVtrp{K
zboWKKZgW|1A{>a6oDi|#62YOIw^;QC;Ed?5wwc?@d_qv$89?+3SZ}r2wx-x!$1w=J
zRlOKzu2y=&Z4^Eb*ih^=Hc)GnW`Z6ngM^|nCVjx~zNXY@UZaNnRQujgA5TBOs5rIk
z_BS2<>dG7i3Y0b-YpHT#J8793E_11<+PFfXw#L&8Q(!u@Gg3a#bXZTE
zxCRRG;qfLQH#R!IS=d3-=9nLLiAj&#a~&q~`UD^}I2?ig!XYXuTCSjO_tA)e!p_cH
zj~+ep^AMhn@b&T0UAcVuOCa~8W?@#=k`%=g-2j_nfn0oi^Z;&s+OA!@^rt5$U!p#B
zV-4t-G^Iq=o{|ur3ISfVD`QVTGy1Wp$Zxyb$GxYuu10nyCnr}V-YWLnv}sdVdV0E2
ztTInBuD^RNXHG}L08no^SfU^Bk`At-9HiC{<)=GB>g_eRk2jeFtUj5{Kw)^-kL|u|
z^X8k%C%oC17P@xxnHbeaD^$I1J-Ln$iAS1e=AJxzme!p2rY8l>_}aB=+?Zj*>6saS
zuj6v3$=64Y91&=3YZQ(}*{Fb)67D2qKYEgVyVx$>j{Lm&X+ujW9o<-e29F**c&VblDVB69n0}*E>6xW%{(9v!Y82U9HY<27T+HIA;rbPQ5hrk
z_EB$7k8YZNO_3@TkjPH7h6>0ez61dE4h$IAM@SVCY(Dknjte(Fn`#nd|eJ_9Y=;$anR36p1&gGPj%UUmWR?MgWjuKLl2OdW{
zKJG}}lWlCOYL)8^=Vzx#k&>2?sl!r-+?DZ%vvVF6V(5<_dfBN3c-`B-OV5kWVvlBZ
zV^go-;CS>^G1|&?J3F2v&7UMt8sb$?)b_or=8vH<5rk6l@>F46C_ZD7FlJ^bf2eP>>1|xF4Dm33W|{OH+PN74nI
zrbnfurD@S+ODG*#2N#tTa1%FFh_|iTwhSO^6hi5@m)*II8cw=1i>Na}MdR3n;+b*a
z_Zv&_H-%CVo469AA%9x@!lTy~FjoOeya6j9ThZCsIgVo$`Qgu1w)3-g+S=Nzyu9*2
z4wlyZ85>q7m{pK&ZfG2=x>zo@y)}PvX&me^D2V=D#)*;>BGmm
z4Ee6(UJE@{cUjcVxSZF$Um2xc<~=+yVQbBQN9DIQYoyWP)znr}_=>82E0D6WNsFqF
zh*4
zZ>p&+rSS2gG%NT}3MzhCE-molb~owk+kA%saGmiC`mgG5`7f7dY<9j*$)M?+s!&y1
zYSy~xpEt!WD+_{cneg-2S<5NREnVsS`MZ@1j_O`QY$M7lEx$u;iGjeT;6rX>$HJk4
zdu3Y8pXyuHAo}j2bky3mJ6(B9ynu|~mY&FXI#wCoRp!G$S+z0ep_rAl4ZLE-nWipr*F?VY6RH9aU!j1F>lYTK+T=`
zx8$_NL`AEAe0iG+v5VAz*X<|QHSZvo($R$3YCeAaxb)yd)hV9g7cSZ^3O=3t7p~=5
z?1SgJcgfSlpAV*t_X9+(w`A3JML3$;0(Y>ASC3^3EQ~U
zi**l6RuZ%=&UFHEO29t_RwS_gG$mBrrEZpPijWoqgM$9Ad#1+x`6c
z?++h5n60cMFE3cwfaPU!a@9sAP~hhmE?n>o3^b@lM
zg|b1EVj@jI^T&kow^n^EbR{|kK@^bM!K4Uaf*Pxz9{BO5l$BLV4L=zDVKkR$OLz@r
z;#l;dx`D~2#fOUdh-QsOgy1(XT)0>0*zU5Bd->_k*PlNVpnMGKEI>!?Mv+;xuF>8a
z25$O@&3`nE#g@kZqLc+1jA7I?Bm9;*n!9&`g1ap-9kzgM+bl
zq6n9M`0!zu027(Fj7_MhX7~Sm{P?rKX
      rWvifeYfhuJeE<6O0Cl&ZP0aXEdpv~P
z?6IWHn>TwtfBp&+KgOU-0M|+C=!B7yxqc7tu|tP0q9Ugm=Uet%M;kwW^yn2-QaT~l
zsJTv%DMYVc{S28|S3yR}P(-b5$G&~BkPj<@MKst|(rVRgTeTU6SR=lcgAIuniNM;J
ztXr4w;=*IxBR{!y%A)LmL_toq*o$
zf4p|JnjY038*10UR1wLP$URuY(P%F=mhMbK%FyAVV#I-aN4$EqUt3E{4@9IX$1WLe
zfL8WmTj=n3Kv`?HB}|_%p59vq=m=nTw1F9i!OSZ}N8HY?9KtFS_QTX=#^0MmEh@d;
zS>@EJQ+}tlpBOhowgcmifW+REpm{$^Hu5GzCCe)ETW2TcgFAP2xQrI^{{4mZd(TJ`
z(%B=j5DAN*p-#F@(1$~WBN~np+u5@%+i!SH{6($d=DGP{b)b-ge3=g?{qyUK#!e6<
ziLUl&BXgW-{#^Zm$)*hRw>E<MYc(k=6d~6h
zQ>c)KKxPj;*X!j=JwpZ{H(Bdw^43FbYEb0U_8WtSff@U&JN~+aHQS)am6{2HOl58;-$n@+)RwX4JKMEu?F^Z2EC*b8&xOxuLe)eQEsIHc#B#0y&zj9qNmama`nnuWb(`ob#A)Qv69!Y{seYf1ZKP`S=U4T
z_SY4z#!HtilS?&_^YZlcoF>8;c!B7&X@@1&p9S6AuEBy|_ilAv!b%}fQp+Y6!0haS
zdA*q8I{YG=^E2}HKd=0OOMI1P+8!4v6COo
zR5U}^pjNM9c9e`8xPSltSf_`GK+29CJBT8;!FGjGJ5AxQgiwenG!FKwLr+s%vszPa
zcz86#z|RcoV|*bkjbxu4Uu=AXkAP~Hz&6qYLnQ1Q%9U)cy>;$Lr66fr37Uod7oPpL
z<;c~n6tm2+>!D>R`PV_LGY4jz=cb9_2-s1BSM5z(7z)LwSbube)Rb5UGSf?n$E^?5%#^17V>W=JU2)yCTt(324@>3L@@gig7cq^+1yx
z?6K!8L=(lzB*p>(G)1CJ!tjrruyUfRQFA`2eRbNlBFY!^eQ
z3(#Mr;r>9`lF#l$66OC|I_R5HLVYD}86=lzSQ*%uiKI|q6-PmMR8BK$lnb6=>#dD^
zL9zm-ZD#||+Eu4X&S#i+?rrP89XmTM@Yurx7EiY4%a;)=*Y7?Cz>ie`J`-*Q2OV;$
zKHO{3Yu9o(#>fobVcP`I(-mA|YyI1GHAdFD!eiF2tqV`e<~uvV4!97XHys6;u@+5m
z4hmOVvq^tLB55*2rGQq>fXwH^LL@1yiTZmh)_Mj7#d&&eg{05=4?h@ws1Bb5goYF-
zfj}E#%#J_rl9f)91yEt885#=)>BbNo$a|vb>Y)V_i3K}6)qc!CJW!yn_x(4th_oZu
zUcLf=k%aZ;$%4Mk2-_HiEdI*YWCr6hln*6E;2`jCRvZw6VuY73Ve4A$^^7C
zSyfflhaT(6q?s&#q|`LPR3JA!T*g@!CcY=vcQ{Nr#aOD(W+tyKJVV&LDb>)YCe;m_
zX|$-C&(q;+(~0HILd&OC>X&~y<DC;3-eA}!08n$R~q1jHXhNLd!UZLXCtGa#BqTf@Vq~;_>Te=NZRC2
zM?J}>{8xW3#3sQV(p`7W1fyxZ;YX{<)740KcGJR%Q`_bbv*dTD2}8wcEoU?U}PMbv0N3mdh=?|#rZBmuqM5y
zlW|BxL_@*ntL$G-;!4iC%rv)iJ55_*xsoDcK#vP7IFFChv+koKnryt)GZ`f0uE@8+HM8#z9ujm
zD4a-yfMMPs2}Il!cAD0M4`tH~njwlX7P+<>JFtkYf9t{}U%4Pog}!?`me_@Bi1wP{AVlty2d8fZ%GVlbjrOfoN_8iX?S{NLnl
zWMpJ`bjo+){cCO9+wB>#ey46d!axElU1lfETU{3BNIVSn7^{%Y)sO7L7R8KZYt0ft
zXnz1*>=v+!0Pj)mPRmzc==0SL`Vym*Od9ORj~@wvLXY_jQ{gSHzVEGvFwMtD!Pj#8
z)~ylfMNOHO;VAo&V1{hqGcI!sja1b0HT&FBgCLR{etLcYtD#mxWG)2CI3aVy{yli`
zAU7a7TmlIi3HdZn6528EH2l2;=ur~&avKazOgf3ufX!ss^fyQu?Ef{{>A}X%E^gam
z?mC#!xdEG++;D5TbiBKdI}k$3GVYfQm>}fB
zvee7U{~$Q%km!!02;q1T7zs?-YSV12oTB#^HrXNS?vpp}06?W$bcq7tszBtju_Tf>
zoWza7ldn#AFU-3HhZyTz_vl>}V|U9XMT5CJy02wvgGrTYxx
z_A7h}2@s^sK@<;xln>YRI`M8u=N}!lLikP%+p!M4!pQb%{_Lg(|>al7H~RH`)i
zD_I2WN=biU|6t_S0(2CVt(!J!(slg8uv=4&8cz!$TLb=Yv2&tMK|>$tF-jpmNX_BK
zjaTdi$Bly(*f2iK2w|FF`0p_NW0+r(U9iVc;?5L@P+z3j4yg-`e!fU_If
zM{FnApTUUFug7f~tyeK^TybfU@^#!@H9F0RZ(f>*X;&pim>XxF-i{lgVPT}XV;-t;
zm1yhRvi*>~`4_61HvZwmAFhmZGzdCT0Hsa$q@sys54ooH!Eal*Z3k6VX0ZFBK*|Kl
zi5%KdRB-6Q9k+c#_OditIHzme9Y8-|1`16Cu;>f-*f`nTUAKdV+=SX+3~h{p-y)AeG2rY{F_vf7wjX3bS@
zA6AR9#H5lETorkOaDGI}h)%de{r0=Kc;FJiC~j-CxAMu
zcBcvcKoViTGt;@@M90c8ICG^?>zc0nxIKL;tEU%{l$3-rzbpGn5{E7Ro`X;zh2>uJ
z>J>Bw+t&!dTV9Sh`$Qb>bfCo!&OQt0W#maHx^7g^3$T92Ab?U}2wec9Rx!Av9oRX{im6+3WPqQ5#(THV-q9v3=~KflofrE
zT*OFE6{q!*p(pi@?4H*11XN+o0$Z!~CZ{mTppL7}Am%oPtPPA5IU>3oR?9k6*4(TD
z^)lJm=f#UdR1)3PDSs(tu&=UyGOK#ZYI_Ei7Ty!OKx}d>hJQ_PC>3H3h`Wm%5>b@V
zjk2(0i5iP&f*QQ5)8aBDtV(~EnioXcX~ssT1ItxoP*iE(e}-kUCAQURIW7N1j~UQz
zozof+be_$qnFl?Vi#X!;@eL^pxYzYCb;f}B4UmY&76}BTk{RSXG~da*kdPaA3T18W
z4vyNVySTWm`((4no&~TPzaAT|<)9*vVfACi+HBNNLBK^JYgt8;M$;6>K=NK;#|(hi
zfw(syMWXPoq}ubG2=RBFLKBFk(P+~792@;(;>H~XwjehHKCGU&lF|7R^{pxKmMaP_
zSzSoVGU8q4qEUwoR6ftsN5trZ_5_r62$MVS=HcOkKW$DEYT+JcYJ#x+4yumcYH>K{D%E}tN-zX#n5aOKjs&lk|
z69*YQn57Ejjb1R-h1&5Jn~Ox}rZLk29Bmxbf7KUmW$!851_Ou)h`mS~veU=w86EgN
zn;(`o`&v+YhDSzfpch#~=yaV&3WHQ#Gxnt?3O-^BhQnTnPDqf1B#AxJ)Mb?oJa7)K
zS)!AO{iq(by4;s*tc)|ifrLyJsdt!u-#m=BZ}TYo$i}>ZiqaU%PH1oQo8~T*oCv_A
z+Sj=e5m!kNMssIc>hlmWx2%QPk*X}SulEXfGVE3BJBom6^DGp<=j6n=ePV`*tM399
ze^^bqc7FIdQ58;%BntLcFYWbNMWQVBeUaftrs6r9QF;OBdLgY7`BbeP8X+^gV!}DF
zk=aWFn%-jJMv}QxGcybXc|MZ>
zHKYVwU{Kb#ykN&+YOGqeJnX?Z(sPR}sL}fwhh6KO!(^RsH0zPA{Yi(8~L8
zPw5MD?F+p@4ud3kf86nzKezrH;CjLhP%qFGUuf>!ed^`|B=69qLP@FwFogIT;3dzP
zMdApSLS_#EV-D*<4z;WZn299q3RU|J!QJf(^XVjg58=-{Iu8|;6*!m_2*82bw^ugK
zf$5WUGBl(Vv#%GzO%?V6xRO_c|3qR%5xmlBY?BH4gn1Q1?gzc>?#)}btJ5sfg8qVHOY|24iHCAVo^3y&_zFP-g3)bTtrap|zHVH-`ZJJP
z1c*Nr)MJMaUxFMgg~Jyqw}0Ji-gir$;3|@}bDpy&76=aEd_mW-F5YKLB8Y@)5YHXR
znV8mCn#shxKw?s0JqJ`P%Un|X2|ps~C!!k#f)Ued5rF`hqGqLZSIbBUg+iJl`aOXF
z;NNxV6Q`HOAWU)z+IJ9%!m^=5qRG`@{qfu?T8B874`UWe9>Kw!IX~}_1Xk{FDI4Lu
z$N-Jj%1A^i#H(K~2C3EWD7b46n+Z~MVds4xl?=1j^P}M+`oF$?oCdW*>y9RtA%uW$
zAO74xr<+PO^_+tFhk$|7+U+MKA^wA|Zw0-<+9rV7#;s~*X2uY=d-0;6AVR>4L=?kM
zz&Z+ISjVUUfaMo*#DHK~20flmb`>Z#yLyfy)P}!pZWGBzz5Qz4X1>sCpr*+YDGf7S
zmt$uMV3b^|q0Z@pv0?4^X)H|pR0fO0<3I)hx47>~#+Jwq5Ku`hEX=nR(zRrNgGYaP
zdFqzYS|t_Vut+RhLmb&4hCfjaP=E+G4XytLI2Z+*V$anjo~qaUrgmW5DObYW=^Kgt
zyQVtD^n7!R&y#f4oZsfrDmR-ux2^8DDC$8R#|n;<2DQgv%w2;tk@ovKK4C^xLbWq5
z5COfcva&v;@x|8a!++eZD|Ob~FwZxe(7Ecc#P#kWGnX4Jce`|8l!k&;C?KdVsihU-
zeM0FCk$92rhEmC4txBc-X_7x@GdI(|P>)3JHkhAa2*mV6#gxWwL&cZSg)@R$?GuFB
zCl@Jw32C0!MbGv{F%Jkv(raYXWJkrI!G;y_$LQhHc=v3vXkZR41n
zMx~l>wxI&%6X7j9$X*mJ#46(!L;29&zf%x74?nx35?u}o3L>GgSdzvizYibC>ieg^
zP8Zil$(0RSkC2T4I0^Oq4Zs`Kr`|R5Y)(=ZBQBeT)c536F!x2p1Ey_j8Zj7=iH&*s
z^l7x9WXHyDq70KojWTZi(i42c;G2;+K?0>W!7x3~&IH_3`wq8F8Oiv|<}Hki%3Yuxfbr`FnbXV9zU)2@bOB
z-W6`COfQPkTXgxbw$@-6`iN(NR|%pB7RAjW>F2|O;+<5RNQ`bD4QJLG?tMk_QL}(>H5nDJucU(Dg?0Zj-A@uicaf{bV=}RuS#TLN@CX|bMa?0blclY?y&vh`VIHaOk}yDi4N37g8JGJ
zGlr2yOep(>xe0Q(p_v!?z6Vzz6A+z`^dOS>hf@o5Qk|q-wiTJg=0Qj#0#4H@5YBPb
zM>m@vU%)>zTH?(@924XR?B~YlAgUoKYlMTtIR9iSEWaQ+PYcP&$Y?*igQ9AP^n;Bx
z853n*q;PiZ4Yj~@^k2(w1zX<3lQZYihO4?3u6w=KDj
ztX)__x#LjsZwu^F{IKQD82bZK85a{q8{(D?7TgniShvyA`nSn_s{d_5i;UsUo^@^+
zi@7r7)c!Rb^}oORfAefiy5N+2fSh$M-_I)5=gqgz*Jecgxmx?@-rpa(KB&%lebd8d
zdBv7UU(ec8q07`o`L*oIPe_D3R(=!V`@~y6C?`ZXbkp%SiV@52F>N}$b?Z)@m%F;B
z3SGZ!I`F$0=dZbLo_KTTnF*Dd?C~$Rxe-z46*C%Z8K;^f1#y?L#5g!;_Nt%aa{A~Wq0ULydu+%+&?Q2zU4U3wiN<&
zsOpTE-UnN*e?qLhEhZM$_@4B)6b0HJKe>d0Pf$<&i05%z)^m7=G)_P
z=%s&IQcUy4aQ2hr_A*dPga@JF7vb2
z&jyfjkh$%}BG{jB@zI8Teu9G;hperw#RuTeT)TAXqdmQ@q2VR+oVs15UVAdGkgM1u
zfvbR5CV>&j$jQ~k>ZX~^K%}fXI@=NPHXh2sATVHk$&@Ja(~8ygmWMslR-Yy5M1_C>vwH8E^k<$
zit9W|Rd<;i6HgPzVD6-D!o{gO40vG{wGo@FXu?kLW9fxEqg;%f+DhE977UQbZeaS(u@=`IT6I
z*mQ-33V7j#e5UX!rrS3Nm%~=?g1lUgB{5tRJU@E>HWg!|ELXh5rC%Kq02q~tG)(gC
zU*AUi>evX?M;@`EHXH|7uxTrbynK9mAo*27a6WC)k`berco1Sn8Ae=<#jE3l6DL7H
zr}_FSR0}8yM-T{O~f_*-E}?qfxN2
zZ9`gZmn0>6=)xJuQ&8=~Yr7J5DK7g@Zzlf>^Z+^UtUDXCA?kEB>IPT5x#T8|V8%Y1
zh6C^&s^G1u^;MI*nznjr%*0n5*s8*V5qwDDB6>@BIN3f?H$7dZAwMve|boI5tf#4>3575N7TN<9<72*7-Sfq
z%Zn0I3UcAkATQJ}#i3K2xuepR
zNSBjB=AU>PzjcS*M{G4;!8QfezsOJ>+Go^JUtZqdAaD%$gzCegR*k+vsv9&mUqM?F
zoX<{d!P1*5)0n401|}y`LOGbp2VSJ&14&2bbo{!O^gu52Zy#nmR*8JVZEsH=l23wbFEY-j^Rr*D3E%)=BNA72&kJQfW&o4?#^3B@s^
zuD(7DnnbO(rz$S0kI@I@q}C@b8u#YSd)Gn=vnB>>h9c07rT>YZKR>qDW%d`91{wG;
zS>_x-f@D%eW*VzRRS)AniWwUlGX>7;MJcQ?j#7~A302T24Q5)9i48>f}vylF7@dc5c1r6_aU+}t7d
z+SbY`rhj?I3O8w9vU3|Yl1r6~5>W8U@}xz@Mv9La*6DODaeRQCSPfax0>ObE6x1@<
z6%#SasmD=h7pok=U{-Axu3azHsP1&Ea{6)WU5DjRiXR(fCgEHXxoMN~o
zA}XpBF<7-evcV{6SC__!zlw|FKsBm@WmMD9kWti$&Bc0NZgIv}qOK|C+%}(w10%%O
zcKa6mtEnI-q*_&@H{v%EHj%4l)0h%|elD#cGSmN!~5^+}n7?X)I&MA%}LhfB9Uu4ATdJHchNB&N=_h72jD5?hFjO>_wETerY&m)vVN#v#Pf%OUQ@MD-j_$-AV&nf(hN`D
z>0X#`U+~8x7lZ@{Qe@(=t)zWO=fg+gBc{>yeBiz1*J_hjIcoi#EB)`#@S#GVywOlk
zAD?)-0vOIpr!{Ffm>
zw+hzq02`5Vfld`8!ZFRdVis2dj
zOeH=KJ!wzMz>DhwtfYQdo*gN-V$`!Ew_A=H7KEVuNfcp4Mh05FHV$?Bp1O6JutS6_
zbkQOf(F$N7o;kuK?qr(P8%F%;MzG%+IDXdkw@I~d6`9o}EEzUJH(&mg`1LbiA9#9s
zb>VWFUpbLxeH&WfP$4Ycms_r%(R^V_j>T3~@U;hsab&U}?sSc|ZV&GXJk6vWXWK?T
z9rB2=?nkPZ(v|)=ElNi*U3bAR){dhdUb<7dQ
z-&R`>au;Ax%IbSsTeQ0>IKMIxj~>ul6Hn7}-DmR&{M8bsTS#17Tx2d%6%1?rP6z{k
zO;1k)n!Hh((GL&whFuIgeXa3%>*955ELU7X6a#Q3AqWT+P2e5=EOx^sN9p`&62ZcT
zDH8+De06nozIevUOjLMO)bZfi???GE$PutR;+H^w0RgTe3PRV@XdMUtGxbhnG<6pX
zk0**}Et0qO+UsN1qnSokqz&NoP6(QUVM;pw-TNywGBVPx{TAO9A?oSDna-pEn`U0a
zJyx}^)(IGVUP&jri8`FVYTny-BdoXL}W|#KK^2Z>mK6dS`XKTG5|r6;RDGdu~JjxrY80i%RyxQI9v?6I;EOJc?z=
zPN@yicNz<1>!uUrJgj+UqpP
zIXW;Bd)xC}NS>Vqv{NBTtAs`tab!%4(QZKm0b87B2BzNc$a~JBl%gkP0w2#2HA@1p
zkT)afkjL561R&!XH^ISk{kl|IQBe^A*GP|8j^mt^cp~fxL&ZEJyFQJ0iRk)RQ8iI2
z5BgSG7_XSRhBTULl+Gn_1E1JT)s+#RN^%sDX;`RuGL>b~F5T}}M5d+s`udXK&3z}^lgWAV>+G;kKJ3HBRlkye
zx=)$r{JK1tH!&DvlsoL?w0c65FWl&Q5T}DMRXVV5_E&|7PG3x#w4ZED(
zVJQU#pICV#FNvYCUI_AGwOtg+rAuS(kqdxzm!k@GK?&WFRHy90EH(fsqdpmV`LxTo
zW!2S#koXcrUb+t8d@{eXiIAqaoZ(VcU^-F{Omcn|5uD=BI1C*2ja+Gtrd?E)T&O{Il(f&t-DbwZLZ@+=
z_ldHk-ZE(g1qD2<^4O*&^6ygMi{Ob(<{Su^rj8S-B6*imG*mj9%;~;pOQgEvNBFOw
z{q=!-JVQ#7t8yZ)O>64WF
zPZ|DyodEs6fM)RjSad)3*RJ@=Pq~(Z>;xo9-u4Owofj4z^mURL^tF_rX;psXSIW6*
z?kqAhA?~rUPvF@7@tv|!!xYM^=a|W#OLnIeH!rCRb;-oh#$b`2qxYSqzeVAv4XTU4
z?LQ{v|8pjxfnYd(-kd5y({#q)3qtyIDi2wDpJ;R+PeATyC8-xp+Nq&<9KxM@n{O=n
zdDj6Crm>jFwbj*Tc#%g^MwU&Tt6=qi(Nh*AL8}erSg-%7ZTNBek*a3mi>@eGDL_h5Vdyc-SuV)#*4WS_iO)IgM|TIDK(_=N?JZf|xa
zZ|xeNP_*3IP|V#qco?E#+Rfhj$+3;RIok|4%95nM|V8>
zhJm4>WxbMaC^{Hwp*Rs50T5ksi#U{$SP)*QLZSW|60WTIla+@FsVG1H+bYdm+wXf%&>=@<`i-E)>l1FfV@vIo)v?7Dq>
zAr(XEe2MJ%Sp)!YK&MEkHwP^sss&R9G?b}Rk2{)-WKcN5f28k2>CIc;
z#z!t>LhQeT=|&sieRCVSgyV^P+z!u(q+;>uK<0Ovm_<*ZZ8x4^RDqP4WrL<`ZjZ7O
z-iG3Tp9k;>hPQrWQrGSQQ9gPhP4C)R0`-Th|GnG9Jpn$`;rFlxh{|;NC(j4!a
z!0Y1BVd^{8QLaN8CYuzGqa+Y)HFAsqRdHX`Wn^kbCySn`%{du6HK*t&SMF|x_C-YX
z9corm>UfZ#RbQ=stkb{1L~9dMF?kt{7xXBNvf?OV?^26=12Xyxz>FcqON9JVE1ZpN
zO!##xcmf+O&O~!ON3JlhNBdqh=ZuPiVoKgE1r33WthrVv`qaRvs_v9T3^eKq+m3&hEzB03lU9V)cAlao_&B9hbwNMVhKrGdnDL5Z$F
zUU`Z)$kr3GVMt^1w0l9R}PKmR&faQr2*$z8b1WkeBzk{XT(VJ3{7(`Fq7VZ!9@aBR6ogN8=*Z^Gwr
zKFx=)9*ulw0zI)%>tlw9m4*5%LZ~(#pyF$s)_8cM{Q|a-jGC*eJJSorwKpbh+LD0)<)}&Sa}PjnyrT+Mzx_$8*YV2Rc0ynV%d}
z-ePDx=+x0xJ~{JrLTJ8F?|NgvS&ebWnyPFqpMbe`UB0;-ht9#?riRq5pC%)F
z<%DzT;S0Ti9MCa3T9+#t@v01D$))wCibs}Bo*NijSoqSCbhs?ZXgaC3uFh-m892fZ
z7Jo0b?YMCoPxGU6og3_BNiJ>Vc}Z>evwtVu8p@m2$!o)A4K4TniQAYMIpI9g-Q;O#is3O6nS+jNtVMyQXv
zAKIlh0I71OT4jO|E}*+(Lhlt5|N=nGD|{(
zNTFjYGBzn93Ymw}a4Q)rAt?$;nMx%@GF38_p+qu7xMcRR&6ZEbA{;P#%w4=u_J_nTdZ`Ac#d
z*|;kli}5-`aS?(6adgEe2q_~#Ez0TDGXqM!_a$bm*;G9DTg<6jjK4g^b5-Ucdkw(l
zyB#K0A9gM?yGAtMSl9knk;I}A&Lsm_);SOZyr<)}B0`A-N6BCg)0YsqtFM779nJw-
z8M&a*PQp|@hW?T&(%H*QgXuD8sLc^N3Ay1YRj`yGP&%TTCafT$4%XLE6akTaOl2^l
z{0IiYjG=n4a$A`xEF*Bs7_MLE9RIyYy4r7XTT$2iKf$yTsbaqBkC~uQ2+kv_1`T<*
zFd^5DV6i)h5nMh;SkiFUer4kX*yp8G8kF~XU7bDg+DafzTIk;rVWzf&#
zcY6+m#WZ|#r;n9i`oD-qDi1FcH>yaUjK*kPMUNr~y5JzMp2NKl|Ap-Cr+=K?m-)W{
zamFcW4_~D`>Q#zqnXJL=bQo}{-jw90jX{@>?zwSv+v?~8rYHq01
zV9Hmm9%SY<*3>oPGV0ag=+sjug(DAuG0H%$(BM$OUJqEMh9?V&D=+>Z+&s`@E6g;J)QPM9#bZ1e6qfIJ=W)zJr44g{&j))shRHNJ(B
z)7#4W0QQUdJ;d>!t^O<2@$E40dJp%FrsUfe6W^DiRXUcA#sAnvnUqI=hb^X@cbuVS
zQT{C$Ba<$!x&ZO-=Bw!Ed3kwHe=^)J_Y_3g|3na5A9d$YjgM8Mu;LHKpxWUfZf|4q
ze*lM}!WjLr)82l*2tg@-tDwRKr0=Yj1PH*7iLHY|}xwDs7_G
zCcq|>I*$q&Vn;qGcH9y-eJ)8v7KsjkQ%M1|x9xHnsXulMV@@zMH75#1*nYMVCa}wK
z*S7$G$N#r(49`ji!|PV%gMI=NtI$^2+}VA~P<0qe6qj4pO0D
zpt|2w9qFi;Nd7&dPTq{iB65>bC#uLnIgXhL+LP+U91k4G`
zeD3)8c+tJe!v?4UpX!Cv_oLwTl_@!ej|}5nt=@`ZDeKG%)xOHgii%)h_n-@t04~gi
z`mAo~Q$@u$*BP=T?ZC@UAhPuS*2OcpJ$F6wE*Sgu&{qlbv>?saVJOFR-TJ1iy#;u~
zzk(LpHaEJ7B;$x`&^|libBrFbsYl{dp2mJy=8$Fqs_iblJN_=2
zeS#U|!p_4hK74ZVGyO`l>%;*NJp;x*1ck2W&l48!NX!uWX@Tr0k#>{`KuCrixw>ln
zEA0sji&r0v4e^TskL#d)_=N(R4_*Z%&j_a!0UDsb^$%mo{vA6CJiJSWbztQ30l>j6
zVs>jy9kq!~n`Wp%Le^?UNZ+?s+A2koF-&j01K=Je+%0!yAjj%>ii%G1-@nkgw}QQS
zkCYaUTzMZw`WOJ^TbKd#%!y%@Up9l=Rvi=ir6|(Fu_YhxpZcWl+}+*XG^pKyK{Zm@
zKqW>1HiY~7-lH#@jzTC7Lhc>LHX>--lBlZ@nbC73Bc==xhRo^K5=_RN)bHg_J-g4M
z#-sVdvi2($6Nm6RUkIPbb@O}%oEY??d|8sa%PWAR0laeS=;j@9Z*3%ypcP@TfB!M~
z{EQVTx^c?Z@*
zS9doe*bSHt#baYDVjyfFy4O>Tx;?-Rw<+i=erK*u$0S|G%e8B#M)R#w#}~iDcyq_i
z!-1uc-iOJmYI>z8#6L{v+DA8=eBcpw2=F4eiT+|4L}wDOHvKMAI1SpMgRT^lyy<1~
zUyeZLHa6-rH40HkJF(I5Z(JX
z$Knx)O91q5sT{%py$nT5@2Njc3Rhvt{2qY+Ep*r$ruqe@LN-Da@#0rjH>rD$!nT-j
zb@+i@D0>o~SL8Zc+DVxp*~?BW4p&VaEVcw$frAF1tPJtzbi;>U7Wq{Wa?ST7S0bVi
z&r!QL0)r7^nxs_n#Ik|??BVIKMdYSc`R!HtK;S*Ft`DJ`)Fc6D0t$o|umx}|ldEk#%gSFu
z0wU0g5fPf2b5kv4j3zG~#dsTyRhk1#v-hyn9h#~1`|mx1XH`y12J=1bCoKLP046E}9STu4@a57cQhEL3=dso+
z0AQM6%|#F%>iAxY0MpP`02;eVlZm2EE>I(n)gExAA{Bb@4ihQ;B5=(G^`iC9FT(Xe
zPSPQmBT+OMtsY*P`$TAwI1K-58;C(AD)E<@I&2GsqB(xym&|&rC|XJskWfZc6aP&$
z#yF^0Pw$@+Y>;ud4Re29zp_N?(TEGA`a?5g;^>ib5CB76)j>ID4#Y_f#=
z2yh9};E%v4eFs?W5|`Y;=mpCqS7DCYsam!PK}?aJ5lNC@osnhDU9;DFAZ*J>-C;Kv
zScYaVJp>I3{7V&8M9wb!hqO3dU7^`>+CG?49fO_NZ6JWQPe1J=WIgnmYBL71yfM%e
z(SxNzFNahf(`9S-
zG9OBUyocflV8*nS`(I4kDiKBh`1$wC?_*R|rzKMN$m0>ox|-GeVGt+8ZzTvso{Q#)
z4191-%EYk)69`5w)xEz+UItE+#1B*?Mp_xgI8|wqKLn|+h}~VdrEhD-U>Hh>`&h;#
z0hGw0Vr#Z;gBzF1&2-u@klwBJ=PwjS@k5a9j0YJAX=L52EBx8YVC|h
z3_tXeAz$Q%;PDTIANRj1?Sa@HcLq)HEn$1@Q41h^AF#Fq_!QHvdniYyc($!4StE5K
z4G0xu1pOllfe~oh5pj#53ztvZYZZ*pOg~GnH~9w0)fZ)(chUjhlS=UV_Z6Eog{g)(kiRksy-v?HrrF`Pzb&rWXWo_c{q}aBQ3r
zn1tt^-xtS}5d4SaD|f*F@&V0Ii@yWmnxXby-6j;~h`+}gn&!hXm=q;3SPykV6%737
zag?3xs{qK^gS`!CaFMvTx>roav9xG0doz>8L}uTnj*VEe7EC5D{wX
z*#jyKH%SXL1b>9@kv5fJ-R@H-NpnHJx_5iO7e-Cv0ln3G?xEpum
z#XlRjn%~btyrWtq?6NVV=EdTHx!@{Mzb79VvC|@#1Ar&f;yxLyApuFCt$^
zNJ{#Euy?2Dxu+81dFHBGQ_~H8?tPq*+|BxeJ1yDv;-xYMvR1%4Q`*&?Ir!WqN3tS
z=KJy60Yq|91gZ}BMZ*^~szU7tRLXFR%=~fW^su`T$<--MP*_mxyyG`ecR1)May?05
zqPoVzea6CRWonBh^_mKFqst+ri~&&rQwmEZeSmgjA>qS@ya336yY*>hsST5IdYnxBrZ+$Chjxy$H)*lo#kVa|lVq~Ib-MUxGS7p5TOse1oS^Gu?(_6=t6ui?
ze^ko7RKw~QMC)7vt%Q?g1mKLp@C9mtLVJbH+$DQVNx&A?wvg$~CT_`jcZ`2lv`+1j
zkdFv_pKdC7jEG~<|r`|EAQNRj+3?Kd3bmjb{;alBQSHm(U1XGh*iRr
zTqexRlFeRn1H&vrA9T>(J_t!|FT)q@i6taKu4s%?;S(z?Cf0&$*rlcQ2596bx$Qf4
zoI;_~+S+Ofw4k%*(F#;Fk5o3UU+)Kf9JH$b5RO}dKumn_AiuAN3m5WhYnMq#NMM1brlsjxY+*>k!4+O2f^u?85hDsQf8YSImDnJw
zh|PTn_D$|3B+!SzOOfgCpAU*V6~-09!orr&GBJJyUQX|s1J@soy83!Sd3kOuEcl3?
zzj~G3*3QoG+;SeCx!+FqzpL6BaQX5%X5wpSCns63ng*t6Z`QK1vSQXQ(W86VeHJTg
z3!>z6xZ{O26*M&o%<-Fn4DNQwXMJo!VT))SL_!|-j(oJ0SBMHYpsvqwNf>NUN*_Q;
zVf5_eN<@e&1bi-+w_T39_dMpHO>;es3%TzIazvC_$yL4Px`ac<7!3Hh^h^kit76$}
z7#s6cRaN!DoInWH<&S*G!5(89%TVbt99+(5xVb5!q+P_%ABc^HBVh$#Ck?wk4KuTq
zzAs-~NlDpAhgvqh?t+&e>~6Q7JSpLO@r-Xmf*8yI7BFnA*eVvu_+I?Y!f0-8u8?KN
zy0o!g!nqB|_qW#8^S}fe6n@_9{PTJy_tOJq!@)Dzw>3%6hKm@NMj&54JZBA8J(Jyp
z!J$ByOdLi)grNB~qKOm?q!@W{>N}72V6}+IY`{;&&};=qMEJjbyW18XG+);X3C#pl
zd~=JN^ka)xfp7!aq@?t)k{fW(@upm5oK+ff{rUws_#J`)#I8Mi3J`ZBE%O+z?(Q=g
z&`xq-i2dIE`^~^50D^3_wqA=fM}skz?XJaGh1CF0h`JY!Vz7Ej!?f3*&;vp?=7xq#
z;k4Ng{Cr13^+9yy6+fJ?A$RQFJ&%6h?b{p-n?FC`WVjt3>AdMsjNqx|p?5YAPk$4E
zXf)H;edC5&7=4^IPuZ_YQ}&gab|w>;;__oA4gzLLga6(F9_d+F9Fg&~kgYOal(Nmg
zbI>ap;~Sr(h*n)~`-9@9v*la2B{9o$o@`{S)
zAe|SXa->&*p7NnQ{Dc>(%|c!@EU$XbE{kIVA3N?CS`P6sg4czniFO5}7pFx~>#_Ld
z`+{*u(l&-mzod1QFr5Fn(Cg@{nwXmhhK6#v;%L*uH_ka9JSgb3TW6C{gLo+@UCir}+-hB1-^-0Q>@=gRryc#EBD?-NRKlpO?%}L7qGqL}1vkIa&w)${R4A
zV>{vw8D1#D=sWbsVu68y(y$vDt_R%vCO>~$!`H8cH8uM{^&bU4vWSy2qh4Gzj4(c-
z%*@PmbjE)k+et2mJI3m+33#KQa&}&-q@?7Jqn^;Y?}2}!8cuNl6S_t{PIuDQ+4-p{
zuA@{+$XzzZd;G!iNKrJP*Q=`Z09w&!3kl)hVVG33rluwx&e@!t_(lj;!ETh(pX3(I
z@k8Xh5*-~4#qn2{g}6OUm^<|*mLB2a3?VHo#sn8Z^|^#I1Y6`vytOo(s*PWsd4!_}
zcVVow4gGQm)QO4RG>3`|a|9}!z3oBUhpuIvZo3R5TbHIhcEQ{0{Q2_;uK`F2=BVgb
zqkYG(K%(vM>kG!64rjnwH5|oADHJSs0&&>E<#_9K!0?=$OIa}ECkVim%g4uu^TmqA
z0qSu`&)SH2pXii{H`s@WEe5vf6H##Bj*Kq_040cD5DGEzE*J;DDJsH;k(GzDH|&V$
z+P%DTvNGFp)rMR#&Lct=Ja~4PAq>OZVw0Y+@md%wT|@J(gA>{AB`0gay=Ei)V=x=S
zHk@&ZV_+@Xsu7!V2=2X%rwO3!O3Bwv!MATqM8<2vxP!@r5y&>!
zfxam#(}pfxxwNDtm<%akVd)V009
zvqZ4m5BC>wAR1XPjWe1(gn$H}Q6}(8C3;X8KfMYMC?@1!7>L|%b_~HL);cm9iVY#5
z(WU2bY_AYr6>NW3U=4G@-xi^iYtf=rAUcGEU=_ONBVWT{!v&(ZUo*Nwz^!JT>ehAE6b%qZU+pT=p$cCA`;CB=1O1sxT^LwE>*0
z=HvwKdbiVQb3K?srtFgy$&VhPNMA2hwTJ}}#hb#yojCW&P{-1(sk*94ty;FUtZXT#
z?%223bI}aOf?!RxZ3cNLy#>#lITH#`zh78M8!*EZ`uyd~D>?~_U0htoAX4_R$aY)q
zm*2OmgHw5~xTWsHfmD7ylpCN-BABuPdPo%s4Y^(>lgas(!7$Rp$a(^XZtJArR2D))
z4xy?i8tGWmaN7}vs|g({2fwr1y!A)z>^8uAuB!nhGD6N`&Jc|6>_H`ldm6)VRpJL+
z@pZf@|D2qhS###>#zvq8jp4a97&*D0rSM9Ud3#G-62E&+k5yz&jb2XPKG$bk|V
z9_>_ngCp&bwxZr#Mjx2=>=`u}8@r59%`utKW$#1T&&=DX6~Dt(&i1{
z_jEkx7eJJJyu5|Ro5mzcJE4ugeO#K3D1GSR0=qY;)y0wZyFOpN(gWM9si#Iqr6c%1
z&rnwj>VS*UGVSVC3?Uqnj)=^Tfh2M|F8^hnHLC7-6NbrrVB1JL9;~lC
zKHNSV2S*Xi{w@F*JP3*x!%Qr2PUc*?^a2J%ETL-Ob684Vvht;vg3DrN4r)R}gCVtQN1MV~j8M_$69sgKZEJQLw!Yz3Fb{@(C)HiGk
z7N|KmNUBT@=>sL4fh3linW?U&wE(fM58x;ZULD)Qh5LK^(CuGD-EaqV2Loz(bQpaw
zI~!GqDqHB;8}()GRVIIsPJ(`S0cIFhSY_};#&1)rfO#@}Xn+v2BtCvzgq4v7w%}fT
zJj%%2JOKNZ#o#NDm!CgFJ&qGs!!~c;IrEfa9Hh1g4t}{E
z5ZqlFA9wG8ncmMMx2|0~-_>OUEJTJ8`AfY0+c#gVd
zvKYsW1gZxDBeX<~jEx1?tYO>#*mT>@owMO_Bjq*jgwB5{{EShItHBk_#>4242Kc#D
zI2oa!kHalLKl76p?HXM#w17fNN=Q-t7qfhfjFy9WS;Wmf=gz_K({}_dkk9lwjKA0C
zyqtHSra{<7^S6)4({*UllFlOJ9tS}oz^H(AAfQ44%pPr3SDyp4;{sk0kQ|=6C)SJK
zTgjjTZ0_j^0H}25`Say4_H;ON<|0aEoKxe_QpAq(Rb3szki>J6~ya^j&0^Ad!Iihs5Gd42B50zf3NN90+geeQj+o*vBl2k
zM%eAdBplL-Bw{-vUJEuhE8}URjjQV>^xFczO|Pzq^qlg~Rc+Fc=EXr}p_S+p1<_1=
zZ3+zlA(nI)_O1)P+KUR;?NR!^?dM#?iTNBH7xDVZG;;y3ESpt^an2M_l|o2+4f&;z
z>w3PvTn6Jh`2}-WXzH$@vXT?^SWX5$3eH_KQC85Zx3I9loXs5I`~~QN3>q76cU$!lB|
zr4mE7hwTh(L~+22>{?6M>dg-c30bb}E{h~VZx1%%DE4CS-JA90nSC)(@wtrU3Mcu<
zgYk@L#+GU#MgDlRa#~9#b!}4?QX6VzU%7b+px8I)?fQX~C4M(_c9w(1;V1b)#Qsgd
zKZq!RWQy+Q1AKdueJ9ii;r26{%bw_auR}V|f-BWjyq>AQ@ryarrjJ`A+jKdpa5zJ7b
z769An$3Y&vqGZ*#PdV|1Z*NPBAL^jP_)CnFN}-&>5wtU+G2#v(e&Ccu4c2wZB_T^XAQ5({h
zQB+ivj4Dgb$S8oyG!29zlMP+PuN86+s(*ZR%JY!hpLmFGm5uQM8|k;!Dry_T9zI-;
zN7)Yx-uZX~YTLKZ1a^ULO$a@=CAu@lFYhLo?izMDlHFAG$&K83+CJerT<;@a%xGA7
zwEp?vODXQ8#HY;){7*M8>=t~wC(j>Pezi#S!n!-ndoHl=jlF>r0T?JN)%Enapx6$C
zyV;%0Ol~mruHaf3va(Bd&Z2i09=;5@A#x>qr7L@+#}yN`j{{OXBC)-%(v!xPYH7zS
ze*a#pr|Fddf&>~?-PLQwWwm#p1BNebKVGAX)4GLWdt(JQipHr8nH`V3h-#6^2GdIi
zcmM-YkHf<08yd>)HDy3r&PoTxUdmjyT%gmsC?Ilr$zd5M=^EhZFb4;RJZy3DmlQ(h
z4G;Zu85uH!p>TEm_)&i(@}T3U;h;okE>0}>j8dsRX<2xV;9`wZEob1B`E_=7ipDI~
z?an`PjhVatU1S#Eg%|ds8i!FNl)QbrT}Oulp3W6033|IZ{k;v0@?!UO=z8qR$bVwJ-*1q0)yV}RilG85-XbI{C
z3cP@#4oWV!w6pWF(Dgv=xl3ES(02xl!Q-k1iB`3}GTP!-SU8^wVJb2Yd?{Y!cm==S
z{C9_l4!6->;eBwCuA{hAY*NxZAR)*Y37?IFnFmPXLIxhiCmvfzKod7LjowJ-hd$umu%Ohj;6BsBTl#ck;(J?xyDqI=FHs9#uI=iOamB6qI
z(US6i-mzOvO>HRgW&l^E3$A*RfB-e1$>urZm%RC61(bCJ@9q1cd#RfX2}~J|;$ryx
z9go858=RV1f2wP#?G->P19WfXlJ|nxeSWJ`6Aj%z^6MeA(wEKHrkUuTG=2(-{QDQN
zH-c8D0<4(+O5E9!y5!%#$3Lw!%KOisW4W)+M%(=F*Z-e*qBuUpNynnIzhQ#dYr
zmO`OUqEMD;(5}RHth!kl@dvf_5d{@md^yt^dEwuyERLVIrcgE*kpHOONJm|!P4OCOh%)1}GvsO-tM
zYnetSJo=1x%C-(h{JgRHgg3{-?AKmSylc6$EnMBEpJw_9?&Lanb86f**S@7JC3M)K
z`}x?QL)dPw2(BAm|9pKqtT4e$+4Rqsvg(rpwtv5F7E^Eg_Xi9IIg}UuHO9FZ7Hjwtn8?f5qnem)iuGV?i}-FH26{A(U@ZFSFB-N@ytV(O~%CJ
z&9Rw}_vq`iN~^1@5B9xQ3SaLndjn^={7^5`Y6TtV>07a}JQ%)RkISlZo$S7ZOY24I
zsP^piWftFt@fH;orLe?rHm!@<>b?|a_-Zz$g5hX%bhL=uqQsqbJ6@|!y^O!^SEA7(
zs=AktuOvjs?8mQPt4^LgsiC1!P*%3atUj(Pc>ave_;CJG@jJ`TuP+to$d5`&XmAvY
z`~1A~si%k5-M@eTfS}+}&-Khnmup^gRutB7@85qrDvFbR^Qv_7wggpa#|aZmnSB~b
z&yRKLX4|fdJmz~NH&+r@UKOt;TvSq`-XtX|${-^nla!WrJ2;p@TU#5mz#}I|B0k-1
zew60Okt08T{-hQZ6m0zdJ<_Zp;fcV-)htrZv=j>~s}DI2;}pu`;v!?XlWOsO=6mk$
z6pH(i7hij$n(k_RW6+2R?;@8PEU;p~W~zH;rfAmnUpL~lGL}(r2(Ov(p2E7itpdSo
zd3kxK$IAH3F6vVBi@Y{*@$t!DxpF0FN&$~L+;RoVoig)GL;m7zA+!2|_wT7XOZ+@l
zxId;}{Z1B>g!A-94h{~nxvNd7tHkYwWY3)0$Z_h4`^m?=RFsD&_BcB`TlCfLwRdo6
zpKQ=8!TBFNc;HU8e5L+mUmfj+4K$S0tKYY+U%&pif?2
z%E}7wZsqy<>Lh*6Y+r1jn4R4ech6Re?O@Xi3gc)jR&aFSrmf5(78IwcA-S6?*VSGW
z3O*O49C>V)loSh|s{Pzx#xB}r=~uqpSVhONbN~KzSOGOz>3w4Bb{s1D_Te%*C_xOKsM`~}-xw#}P2TeN>z
z@#M)9vRcsgzB<;wJi8a){xLLkKPl;e(WOf<>O)0EMfxpSHoXmrtWvYRk*0ccLoL}O
zqoW?azUx|@#}$8eceCxBEt^M_%BeyKD27JeRqtZ*J}v7q@TU
z`M1;x3JS-SlssR(+T$+&ITpt${Pc-7F=uS`v(Qk>;a16K;&$s})f0y=tl-K@C7r41?S9goH+DWxP2I9EHzj}V
z8t=*tEIu6_7ciR*@mLy@4QcY`$4)XyI&Q(dJ|H9{cjU-2QWqM(eY?EJz)XOTyS24-
zBQ;h2{MfzvO7=~gs;rN)v#~{J+Wjb?Qr<{iRbH<6rL64Sl+?H#|I?i}r^7!tA7JT4ibJ
z=KcHk%Q-nYjefYjrf)2y;+LQFBG>90J2CB4zf@MLKkn)2xrb*r*m
zDj0{~xViSa%r!9QP?$Ptz^<@;=ta$3w
z!ETq~)?AEPgrA>Zaiu5M-3wQ)#Nj4HE|zYw`Boc!PEKZH(bezimvywFRql3mb@dJR
zdR;vZ)x~*38UI?@O01F;=4YRgK@$qV@Lj>T@@JS|!iw
z^3w9!eH0esa2K_UZ9jhKuibv&aAe%em(-Y;H($MarRGLYPk-u}$R;c^jcnWatQ_;U
zJj(Ort=Dj0z27tV&?Y_GT<6x^zI~hG{_x=zw7j9^l74!M(Y=*i%iPz{^AJ)kBTu%bnOA
zQy!IzKs~9Y70*O(0trp@)vc+ouh*QUqM~{t?ItB4C@56wF25>ns?CkH#E+Gf{I412
zdgRb2AMJbZv7Bb(_U&Y8n@&)<>$xp#rHpjk<5L??SQ5>+)>19H!Ov;r2bHet%th^d
zSLV^t(cY>^&#a-#-4i&Xr@y~{@ixJr)?BBfZ2l&x>gc_`#r1MOs=jIX?hrm^VDO?M
z{uY2#XVTi
zI6^PqwJtB=Ze-+c&GakLszW_JG`Eku;OG1G>sQ}ZpRCQnn0D`M`nOqGTN@Y}-rThN
zn0{Ajko{zxI=|7UjT3|4>7}HkOt8j%JLCS0h;b8@UqH@dUY#SraA|!^OiX7qHSg{a
zzV;j!O)-_?+xof7ic-+#wiGY84TC)U2Wv)%Jr}!@Y1vthMNjnwVlJnt~M51=xj;jnRYuf_n>y>SZ>EiWs(sm<$|ocvq*g^#bVftlGoEE}^r
z%->%*caoDWgKT07KZk$RGS9vJIgoQV56_yJnHf#*gXhkjqh7J1y;6GV7EXU_6OK;
zU#c>XjD)My8Pgu_{}OZ82J5}=ZAisQIZ}rlF*-e)GB$1oMy9I!9gZ0b9k8EjE^6rD{)?0m`XM*S%1sZb2l5?k=Vt{-L)7_
zyWv*3^XG%r<~%pBcKjavuBnwjQC?fC5_Ccqs)H6+_|cpL%)qvc4zeQ<-^WWW=58?(vf+YhvaAs%$t8$8>ae
zuLPh*^Y;zf#~qWg&e7i9fQ(P{1vB{b$xGr-1(aY1&3wj
z<@>LUAGGdkZ})inR$!nlUoSS-^wsyyaF4uD4DN|nn;$)T1W;S|CL41AFjn8x^e%?H
z!&kVqfG>YO!sd~x&Cj1d-?TkBUxn+UnB?hHgUDcnKVo{BIWtGAtTs0{=i0J*GFaK$
z+q-Wz$|WJJ%OP%mr2wCLqV8=VahZfC01h$h{_vYRkE%%dIE1BS(GDFsi>
z^Uin9IjDX6_N{NL$X1k(H3kL-6nB&tlX5u?jqL>Kp~b$yQq{F$7p7Xu@ZcI8^FM1riNOCbXS6ePDr#f5P`zxIi3oDdP#$x
zo9}vNu^(v-x;L@bu>eRJ#I#in(TF~!qO#@expT>;b=*cqMg^e58Rl)rfc?hC$H_P2
zkEV86iHh0u-NF<_Bk_MZ_WSppQyhh;e(Qjnaz;L^VRU(QcJHBU&0d5ZU>QvJ#U_3Q
z!NY~O1D!Nx+a(syNU}PQPz3}AZen8cX)p9FEG}LN3UDd0W{0T
zCZ?na7W*)at5`E`-h88|NS2+Q{W(UScK!N0J82uUYw`^Ofv-K!M$2LdaU4&%d)qEE?PJ-v(f!RE
zE`Wy*;BElega_WF*E~-4l$H1Fn4212s2fM%LKaxC##^H7#wc(?sts*WcfaHLqq|{mx}BG)vF&duKZY?Oyah2T>i(4Ku9mAO1mxQh?socsm%NM-e&Kg-cx$Y-_x&te6(N7
zG-%C@ohR5g167CW5mr5DCKiR>bK&~+)J9B?s^(_xD_@^`kiYYbiD?=;=`^TVf;oVk
z*wmvLdPD!Y%P^fNy)=K0oRid6avC77hh<$C08u}x#;SRvuQ3k#F^RH;goNCMN^(J0
zH>}>CM?GN+*Z|E27VY@{*r8D%*$WUtOw7&sN{s}PF)SBAq+cyy+7=lU-tjIE5uziw
z8Y`!&rA6o2p{pVG6TQkd*?O)sa%#CP8xVD4OLKFPLLi4XMo+UdK`Z0*
zK=rG8T!Ei!E05Y>v3h}$ZjFzNtF7z=GL%!^^6|-&?V*)DHLiDp7EaX~>8fBw>}K4t
z;~vmvbiE5{!tyt`>VHVDAs}85q@M|T&OMBGoL;_eTYIe*Kybmsz2_bT1l#~$?-gfa
z%LQRS9LS;gV|X~xa@%$S{_hwQVYJR4O)p08YU0^5XWUWyms7wfqr=Mg9qQBMj44gjhWxC{wrCB&+U-m2x`b_r^Fug-dpj97qj
zzW?xH8E~nH?Z6YYY$fT1Es~BC?$BT$ENEt2^BwIh>6g$~-y%1eNtBRKal3kl2Yj10
zUDis!!T_SokDBr23IB4#lKXO)Cj=7!?HFJU&#q6_1+F*%D9m-Me>hzOQExp#J^)w*{6b`26WG32*bfnU%O;
zz-#sV+cfqQk6ztgL(e85!34-hs?_3m_|i_u8HJu35^FMdvc(Ml9%{L_=j5ZESRAP5
zw^g|1o*ue-!0P95AY=vr&Dr&2C40Tm)n8WT&Lri$9V1l`u;=6fn?4napPErF3N%0_
zksNsjpF+YR__yY@qWxf61BF70J&s3!yws>q(0;9SBGOC`We?XTe$NB#!C;P7hz}FQ
z+?Vb$JMkV0pMPkmPN%R5?)lGG-IkOMD~)i-1BVXP+iy*cj^0Z|4|KZDzPeb|-&d<&
zdW$)%prog#Z$ETp`(`>iAzkZ)dwpBm3AuUnAD>tFLac!L5mlz^f>_9*t1+qx+}XB+nn5lL^YbwSTKpb1oyF@8
zn$@3L$o2H3L3^daoc84h*46H`CmoNGQS)-#-$TpV7yv2QclruXFt4nm;z(M1+`wSh
zDMiJ!((*4~YA1vCa&yNh>t$-+2VjYO^M*EmX;EBiY2KPl-=)Qcq|{XB*YDb5HeD>bj&{uQ+?^+^HJ7
z?P(G3-fh3_M*krq
z>lDXPOUq<6G#&q}y!6=2Afzkqz{9l
z9aM|iT(@E|^yt#9XU~`pzBQ-LOkq+>SDRfQrS|0flNa7*3rf>JTPkk;jG^Ys8Ck}}
z%sk1wUb5R^?pt)Cw6LP~(*om{-Ij-X1S@v$67X0`9u+M<+Pv;KrnAkpvTQtZipiCk
z*z!CIY5A`epLRebWHfArz8qZw82jgoU|EKZ&`O?3I&GU8ZfoFL8q8>;P;|1cN2i+O
zDo5sq^N((ki_b$@KaBMjX1{=me4KsBg}u3@MHvhY%Sust5vGbtCw4XjeNy-uJiSH8WK)3KfVef3K7yG@WrZ>Vsu
z7%{nbRz}97K26xXb?vLOs{nIs&I36;9Iq+{C
zyu)?(4A+*vJjfJs`K}8G0KJG_44Gg4KGS=&$ttwjobd|rzI2fOClU?<+xT>Sz`w5d
z*RRvcxF)Bm$><8bjrPV!rQ-dt+qZ7@ic?28a*os;cJVx{!Z$k16cJU^nxC6@bZ3m+
zwDr-+RdgCFFAX-OJrOe7<~rR@1JN}C)qHxUC%g&*ip>t0ji~|hxBw`u(-3Hqt-4NZ
z*|zNiaSj?1ZpX&PX6fA9w*LS$fq|B6dP_@7`{|Kgr2f69Vb$;c60Av+A}=TR9>7)4
zWpe8UL&K`qiaXFbS#}@udGp=-z=8RTH{Nu^5Ofrq7x(P_b)B~N`S3=sKIX;dGcI_b
z9{fT=A0y=MC7D!3ocNA$G>Q9kHaR`LSh&skCK|)*>O8AVCTLvIwh}jX>Z5r-;Ws>%
zHV13rZ=L1fNIISf<{V{XB3ZQ*6A{7oOxlS>;MLmKuV2ru?{N!pSZ*zn-Vs{{ZO+SU
z?Fu@Lm%=?2p|SPfH+g$a7@X|e#*s{Z;o}=2|
zGR#?*En9ZLxPl3_LB6eBrK~yAnt+FwFJC@~_4TJW<2rgX3#qp;#KCcKW}XsyD0jle
z^Xy(TL9<(atK7QTAIXmW{P+O){wUB}_%E?LJH^F!#A~K~z<_R~qdRw5TxR3q`!_M$
zfQ=y7>_T5B#$gOG`2I12)BINL6VL$YJF{)?F0w8=IOI0}WJ9UgXaQmZn{`N(R$vvHhRXTNFOvA-A%!
zxteKP{kGZlN288xsqeE-F|JIg8(r(qb(e8zP6UDg8rFQ^E>*3I{AFEMpSs4}L>T`R
zhlnL+iK5UqVVU-$Y;p1Nu+sbk10$6mhll$?vVPy#xE;3T*Ec6mpFRdd=gQTq2A3|a
zg#3!R~@sh|_ArlFznVGvx|QyJc1DsIQ{
zAh`42EWnU9{4}TytSEgq9zUjMJZM5eiv#e~&bC!F{^B=2K3<55N}+&4GxDqF@ZoGi
zJu#UxsGI!PnnloesJCs~21`W-5|q1q__x%{H9vZLX#wS~_kN|qabpgKO;6iT&&?G!
zH8BEW4Svrkfk$%Y?Af#NbMRB~7324A*}XSmmbSLVc5N=6VCF=$A=ZhHj}L`H$8o9v
zdLm@6gB4|GxwfEwVR*J5G}$;XIOrb~beq7iy?a+dS410D$&miPGq;LV>b@y$?Vn#*
z@W*5)mMgdn(H-k-(7aXe2mAYbxGv1L1Db)S9>aXKgyR;cm9ZYmNn@^)aF$K~Ynz4M
zUK0oz>)yYAKQc8{l9<1EH{5l06%@WtU%uS(_Eu1>@r4uB*x0y}pMO(g-Yhr#!ia>}
zif_iybBMGFYZyYeH}JlG;hl9rHAOfhzw5kxbGF?E9F}YEUKwX+i8~uuiLm+tk_)3D
zG}-kaekfHd?yP5CZDwW$JZA_c2A=N*%(Pdo+x|}IFiz+=47AEyUYy~&e(hY~XCol{
ztl2rJ4$Q-ObG&May1wUAF16PvNy}+#Gm**+D4>rc^`(RAVvu{krEtQ2|C(fQ)J6xt
z^5Me=QUIJ6XL=~^0RfxWGK+1&od9N|&~AUR>7o3d8>&UNs_Jb`2xb5h;{c`kkHiG)6Ybd
zcLR+BZXI%$kIm}S1YSt8AHCrF)_=GB2bhfjFePwe52|^<>0JX#AgiYK=vX-B?_uts
z4y?$AYztR0^PLh0BTb~X?czFBvt!aiZS{-QHt!ph=1|3D-500}p
zzP-2xHdtI0ucRdN+2}2xR$_tj|3_*5znKbB-`CYeKw)C0Y}~l?t
z$3hdX-Y$PCOhZA7ueW;H)RcM|_rPfKP=S3j34y>yg1%DS*ZJeebAN3f5Li6Sfq{Wq
zo-P*S3m0w>tYtdz7w+7-v1(t0;}=vzW^r3tM@O-y40AuwX|uG?u2T?0}9>@eAO(bHwJWGl7Wpv8AfX>PAgT6M
z+K*07#mIh#m2v?7-ibujy7NYVPdv#0S-j3rSy`Fby`iDZ_gSUyS4z#DiuDZ&+RFGJ
zL}$v9;xvfSt0qg8Q|T%%d0tE$RPhc2#psO#y2?71-Q(MrCm|sbHZ2O8k1t6-0Fjs|
z%=KH~M1|$$>%ckX!G-y;w3sC9&qRi1WC#zn=H3hBR8lk3hGslZ9D3K{HxK+0|8wh-Z^i1i3=@
zLP7zbIb@RN=6q3&G*zf%15IfsBb^uLXQ0tl^_d$QE~mV^{_AYoa0B8U@IDD%JY?P)
zr<`%QhU4X{S1<6rUbuN_C2^}Vwbwtt#NUt}eJ&~ju4HGi?>Y16I4)sf`jY$1HAnw>
zAU1x`HU24N+%6~Ee!Ra~m1%8EDL`Ygm>Ik1Jo=HI=zNstm_Hg2)mxp0C4CTGL9xcI
zIJ0csdi&F-<3uOm;-ZD&XAd`wS10Qh{GNh_2716w3go%FsH_(X+^H}Q?0K_&JO~>w
z%gM=!*z|27R3DJYM*Dvzl_r_DN%_ttB_$p9W08CSE$ZvnGdL$%xG3elP_JH%(*deu
z4jaOyB#i}6-Lm@&!=Q3#wQ7%?d`gM?14V~XKbhj~%j
zHERk{@is9t`_{*6?LKf|BeEz3;G~wL9deLpFEqcigxZl1X#ckhOn3t>*{_&dGr@f0
zbQ<&HowPwLsl2qyG}BCP1F?33?H#^wf$hf4o1=+t3nwF6pav!xSF(_6BBIkvg+K}k
z?xDlKFAd`HfAr`MbV3a+t-`;-l@i1^go=MPrSZU~+=P+FYW?x`#Zl7RpsbI4<_tGU
zT}Mk>fU6~Nk;FX6yeF$Gk++hNZ9?r|P5~K=J*5x-U>7W>@t(>O
zD7MKibG8tm+KJ;4cRuAuUtf%nahlDW%(OHiOt7`Lk9fe+{n^uVbR)G7izFjP)H%jX
zwJz`Ns9L<{ZF)WDO@Q$4aikY2+<<58y}cMB+FN(-)K9nm9jw0PGI3WjX{ycn*n8A`PxRj;eCAM4$AX4
zNwgahq}WyCa2c_DJS?}
z+mYk{{6zNu)10JWy&XkXbuTaPF?f1;g>N4E`)`7PGRb@_4MM5RMr!RG`(({Q#7U}R
zRCx#@<>%+OVPdWm2KOWF`^1U6c}JrkK|S5Ib0-C6(|Z_;6U={aw2nfjVUz@*YdPI$
zu;t;FUh#(~f}cJqENh9a573BG3NL=F=jx4&f_9!W1J*4`fMsWk>pBez;Sql*D*73m
zu#5JCbajt{X~-!jwNtvazFGE%`ZQg9g2~hGbz>$c0IxrD<}4*zd-XZNLaimx8anS!V~A8KmO#VP^>foW^=G|cI7+>HQx
z{!1$uJ9Z7pIz9>w^+n&qZ4j0$7N|}kuJp^7?D1m=t`NARrly9XArG#&5vvfe&9uZ~
zY0>3WsMuDtWKZZmpo>Yc6dpc)+%WBm@aESPVnFFo4AJFxx;HDHNnzIzvEzD3mXu;_97qcU3Iae1=EO2)rU1EG~`^dXq
zehgHOicNG05C&K*A27(ts7k)JI}TlOmt}ho_sZt}Ic@E=X#GUt>lgI#^YhHlmnPIJ
z@blL^7bnC75BH3-`5%Wu?gvS{BR-=QWo|j#_++SrzP5Hl%`*1(B2W%jgRKz1%*)p|
zenKh`%HWnQ)LL3vPlAKrfBd)tYYZW{8q=px-=Tu1nz!jL_}C3JZi1Lj)U=9GKnQP$
z1$20rcaRH&bd+|1gFL^8+1orxUK9I3WT6Sk9zRYC7^8Rbdr4(}h^RFOiNT-)qf;Oc
zNhpkoYN%)w;U6_6w5@mi_hnVF2o*%@XVN
zLt!Bm1#a6N0IQD9&SZey?FF|
zudb=#hig0VErka2x|*>cbsYqOX5aq(Bs>CI3&5$N6aMt+8eGDYkdOZ6p&Ra!^T0HO9}(t;ilg$l5-K0m
zpLpd{MDPj`Hop&Rr|`=u>+d~qTqqP!gCblp6qV(;Pts$Vcrdw0gc#}~+rE8kA*_9L
z8qTHR!?d^I
zsc-2F(E5?nVZ$w=>DPLR;s#0g=m~dA;PtzIzus{@MIRAvgsJkx_+tdD
zyHBANZ94b*)cfjJC+oU~bEjBxa&yy)|ELiWvmOZ1O$;k&f{OrSt$So`su8@Lt&Ey*Ya=-fs?U;SMga-g&q<8)l6=vZ&J7ZDL5x*pNn8v|6U
z;Jc4v>Y~Xg8%GeWQ0VS20^)$kJg{yIu`qjUqBb~A^iuKg#4`FWm(Wa3Ln&b2v!@*_
zoY8wD1@XC<3fC;Pi*-Ue<39%meDGX4@etnG4Tq_HcpZVV`5e|zuH)p5w6ruem&1oC
zP|p0md^u$k3^ql0C}gLj(JC=>@z90gLT`tmoOKocB3Lm>a8zOreD<`)Lp);^I+SRMctgOQP
zG4+j9;cox+%Nsi^2#FzHD;ft0CBt%$(@2h}UY=vdXnpmK=_0RQo(~)aZaNL6*?q|I
zt8fdImiRE-^pl#UMXN0!F^nHoclVKS50mKG76dlwDHf>WU!DplR*PH@9i4nRQyXNl
zoMPB1@0R;8C@8uNdn#@s#Kg7bF1I0}S_njtX@ndQn$vS!4WXal)xfl}%D13b+OIdA
zbNJIP*$Ut9za{I~-QT~4qG=xDw7D*Zqi$PKNpxwf=EBREY=`mJ6|*RTwOkx1Y_Q<5
z(}NB+N)hpb5w0e39Dq#R@28vc7k+C^erKqusUc|@Tf)+liC}*A=S;<`T6fK<3E5-
zfa%Wz2Q-zcAq>dRZzcksVyax6*A&i5zza&IAB-ghMfVSu$vB4-vB{wU6b
z_F>W1bzQu8ar(#24Lk3$!M!f$)Rjhg#|kEDX7RTp^nAK1tXVqD5UddTd#>hi`SM<<
zC#2#U@1pWsZ?gnpOj$+cWu3eY%VTcKNGk+yJeu(&U)?lKl0?B(*>(_->vbZ{4L&G?s-)^~tFq
zNg9N^3nqTmq|Ks~#P*Di9&JXhC1U&m(wg{+VYOem&7TUhtOzLtsJhr?{JKKT4vvWsUl;YDns9+ZW
zW)Xt~GF$#!g*zD`JHjfUP{h_tZrQSh2qoCpg5Nld=8o~a1pv~Hi~UE(s2iL^R(!Yo
zeSHuj5|cvMfNYNeDPzFXEk=%$-(k!MZczcc8qBXkx5aVRoWei?J&h2;;5XtQ
z%dsxN|FL1@m>IR^Pv99?kujzWz?^_~2&FhK|}>{b~&n${|p(
zVGj`5?L#OEM!@tVJs1&CX`E)-YQ#iF;AvoD`6F_HFdx2oqUZZo1ciL?(F-$UU0nP3
zf5dXCi!J9y_5V+)EsHPf&!Fc3&TnL3ScMjdnn5;gZD5foz#Ox{W5IwEfI>L{oQVv|
z4@B2W!rd0VfysAra?&i#RJx4-AoM%0ms*%OM{sS~W4;n7zdt%VZ$h`;4b>c3`m<@_
z|J0Fvgjn+MR=a3qx94@8{lysvcmUi;yjxwD$vV@e59S62
z9wZyHXU_`2*W<`c!Mi};F@q>`Ece2xu1-JcJ7=Sd(Aq6We#n4s8Y1yS_(WCe<#R-$
zf`N*t?NRU?C|;h>0wa;P7NeuTu~WrCHxTSDe`&#-q=ZoEi+~=eC`h{A0Z4Y2H|BMj
zZui7Vi(*t`zryC-r<=1Kzmh26kp^xHyM0BQ^Y}Vs3Q6J`=_fc=PdanDI$Ws*mP3eAR{P0$>Z($nvNXJQvqqUCfB=pc~~83ZrsgUB6M
zRFs1c!teC^3igr7^;m;>kWu>bOq3+d{ygvQ?mIZ$b6g-g1^KEwcjHaJPPc634**el
z5DSuHiWhV;txiB@#M6)Yn2dsq&YihaUlhNzcMYvT{tuBZ#{CiuTq+qeAvea;CJ&P+(kaS#1k7@4pAfWbV~Qn_2P>8
zIg&m-=NJ7~mvUaSYg5%Z$LdV2zu!?2C);x!Pe1_T;^FC>+4A?>MA`aN>hQn+)!nOP
z<0qtuy$B`9zATmwBpQ#`+6~AeyvCrRn-y=6o~Iz!b~;qd0P;2Vh_%tpaR(8D{YTr<
zqA=Eedso+OEZ+|Z1h%{ezJ&21iIkKjKmjqdP!Ewjm4}AF9BT%$n|XUnZHC{TZVLX{2$!Kom}P7{5fe6e3sa=7r$b$Nimt2NmH!NM;oK@ex8$t;nI
zf?`U%a(!%S(a3j|q>wEdBChiySn^RrbHBfvcY<@so;tOb#PlH!oB0fa)1cnf{~las
z|FDQHLLQNBi=}oK4H1okQ2ChYjZs!io)e
zYTq&d4Eug=rNHkete=!9fC9>4-p6L(I4EPPlmhUdv_4s7S+w61Cr*UT{-XeUd4+Am
z6#0n0
zRphM^+3R{Ai@%-hmL;_ZJ=3&}{-2dqmGXl@W97@Fq%%G5%dzjPZ?+U^Zb_RqBpNo5
zpvc*?0mWLhTB#-;kOE9onSo}BbB58s%sg=VpKDT~N7!?xK=92PC;or40Be!`)a-(C
z+Be%YlnwsnjBT4_{}GaG(?#2_Ub(Vy+qOFhOCuVv4gsau)Io%b4B)USZ$q>jn@~A*
zkG~`ESKWA#Ki^%h8k3?}S>W`rAy28ng#{$SQvAzoHg{5e8kQGe6qf0J(I`*
zC8-%BMn=Z;;O|gu(f)*^`81Mt(ra7DR7i|}X}(^gSl&1OkzVgq0MqraGUXvOI9HN5
zwZ;mo`t!zk@cT2n9%(U}fyhS3#GJqbah&W6`q`qimKg8n)YTh|hIW|e_+xK+c5*sa
zPqRZ$sOVs7O*OcA@$AtJk`FPcMzEMNp`Y0`RwB%s9v!cpDIh)leuDtCHzuo3yY^@4
z;4?`L&%La~eC
zXWraUS&~5^W68sZ53w*_e$K&pjGz;c!(wN97$n$B(5hgxpN7WvU1aFhW8G3UY13xef+!RUHgBPSa+J3Fh>cM-4!t^NzI?+Ws1t(@g+
z@TdC`I(;hqdB$YfKKwyht>{jEeE7vGyvKt=;W|jQjr@6=qX1$#<@r}?4f4+|A(a36
z@c&;2Ebc~he0=#-0u{5pJcJG?Xz<|{S^U^4c@ohXe}Ifb3@J#w
zk?J5iT0~ca1?W6-ll2SCZb4|7wG9pCDVL5OJ<83)V_mdK{w1g+!vX!nuJfI&!~SM}
zCfn9!aW_PVbH=S8v>U?)4wiCp#J*PRvCo`6*bUtBD+g2bnN{iDU~#)^ytxzAnA4Y#
zBw>(pwuf%tDneGD4*3Dr)=wV2nG*@wLs?9gMVm6GJMN8VxXopJk8|n@Qon>eGlQs=
z(Y2h>Vp0&Wzt|Q6Oh!o}Gp4P+Q&YO_@_9dKkrLpPW!T;Hw2UubLP6kK^E>PolE$Wm
zrpsPJZj1BSA;b=vU&&zn%%7b>((yWi`+_!owarK!Cxv)a+K$yX)N{+s(PF=4Y(SF8XpHq@dtH}gfYJE+<0VjMHg3ljLS1v%U;dBt5nC%qGzWyt~&vhcQ
ze28=feWgwMTR(y6oK;gxS9CFhSg!k>#~R|`!yVV&?P8tzB+pnF9dE{hf}WkmLGCoH
z1MTT8W)fT~*Qbui95MP0gLRZ&tIYiwaB{5Ky7D5brDE&lx&T*vfbx3_m72$OXd>u0
z-)qfGP4WA`GTUYzSr$@TpQzJzqGd!E*M9u``ERxvT}XIxD^z1jONvd^Ynhh=H&~Nl
z!v^x^p%4h*t?{k_Kkw|g);Q#pN$%Tjaz_;(y06(;t;M3TX8x}GYJFZ)H|#JP(6Yxc
z7mQ#^DfanE{?-UEg5n_lOdKRzV&-SyWfPOeOV=PUoYU29eVGS#t8MXqh3NPfLF*bt
z;lZSESOh;ad&10YrOE9(-KE4Ht`O^w19jY!(QI|nFg`u~kgBRG*6VS+G9w^o&f5c<
zah>tNL%z6Re}EO(p>RE7a)A&>1*1Z3HL;)@G~9Y$cnV-g1I#c9>=m3_KPS2{QB#AS
zjFu3YT#xpMp46RGxW0_PgegTnVF$TU<14%NJwV>^67Y1ez{L{?<%J?XX9Tyx0W0mS
zs%o9cH7qyM&Y&y%W0y8&NY2`rLupoLdR1qLII48$RTj$53G-Jn)dbKfd~whoco
z7KAy;A&IU3J6V^eO9I&;l9yh5tn+BtxkvmPUO{soTh-=&a!P;R?I#hyy3i{R8^U3O
zD>p8$U@nvrOA^+BWXWZ;*lNYZ#tH&KG$W?TaOjFg=M!|*s~;l&7kcoX&q58_f$)yH
zu<5=69&HHr^pXNV+NkdAD)NvH?kV7Yf@U5CSs9y@#hFkA>VA61#b?5&OZEKt@S?#CsNbnTMF{7;WZo%fSXX2LI~25
z_hZ4UeJZJFn7%f}lNvWbPpy&N4ix(ZQdJ6887b8#TwGiNJ249tKrgLle?|46+?2~p
zjrptfZNZ21+c*nM?;u3kkcl_RjJqvXE-By*1p;_**gDKj>RC0U$b$zDzRb!JBWjl`
z5Ld(S$^>SY4W{RX$g-s&$@<&9_&2$f(0gUrSU-cFyfYmQxCV<
zD7VrmsmbW#;T?>ORvq4)-M8pYf7%=MEC4=m59zNww&d57hUxUv3UusRf_5FfbI=vL
zDCZ?c3YO1w3+D%e4e?>S+-GDQw33hFm)%{$_utwNxw#bYM93JO1M(M_XSPv!eJVJB
z{ZDTmURoTEuVcaQ7P!8r)7bwNNxjIF|6mog^>R;k}t8!b9ndv3?k7?7Uy
z&nH{lW^2L^ImrLPujP2U9(1Qgb`b_Nl)tn{0JYxq2YM(P0qoHU2^E~uGoPP9R*Y}n
zL#{PX(Y@{nF5o2MH0jZH_-)~4i=#Z(3Gz;I8(klFiHO6oUkJRhm!{JfD)f|^c!Axl
z`=PTmb%`QVZJL0r9zci_pDlSCUeeOr+er+I3vEl1z+B}GdB4-v?l`nBd~qU55MC4k
zGru45
z!2ZtTPus|oPZ$5aoOSx}X^GLIW}60`nE_*IND>kQe=Y)Ku3QCSzU>rDZF_m
zWPa>%{ujW9aO6Y;6{?|VI!{EhmUBvtdLtr$aVXydH_QJ&=x6I<$`-1&5*viCIHMwPc
zse?ZM6ChYkzT48nM~}L_cHeItazse*IPN@s&ZdOf?qGiwxlCL2@AcR8^&qppC8NJ?
z-8u%b>n6aMVOd#O>;z(secJ731et7RaVkH*%q+~V)giM#A$!bkY1;1>giwsM6~V1!
zoh6sBWEVP2PEL{~K89yu1RL}hIw88PKZL2C$NBRY?@Nq*Do#cOyBu%v8uM0iW<#HY
zkM;Sqli1uq3IV~w(W)vc17kv@e5Kx^#IE2_40(wD+?~JJpI?n<%H%xqUh#f75OTTW
z*<
zrp6HRNkccxMQj5hlk8@75C&xBL$AO9f80aPHL!PC+_pD~iAn%ScJ|JYaW1#zE$}90
z0H#8!h$5)9@93Si3IP&W=Hj8^STtA3H$FqpBe-k8iq*{&hZFtbzPuU+DbWs~N-teY
zB=h&HHV%)C8E0Hk7OqWcU^hBpD8l_Z%2=@{fCdju#skDUT}}Mb;*Z$-Gy4wj%->CB
z*2rLV0|r-OW9oQtr85W8`&WKDl1t7m6i?Fp0jT(e3}F6Tc77Rl3k9%azl9?yGS2;4
zZKZE7mW`P&{Wj0eX@%XEF;}Gazem0;{u^9+kIq1psDFvn={slik23YVv7oEE1M6{$
zBw<>dLNI*h)HR4e+K#_o5eX)Mz2}+r>42X%S?BeyWe=tkVv(Jr3kU6-mR7c6E@a2i
z>DDLTnE*x02pTg>$mB@O{jG^@dzppFk9BO%1D`a#JY+l2h&ZyX-vrow!CYk`>$J@y
z$;OGoPyZb$r+tOzIR+0%3WMq9I`_TpbzUBT;KXMI&d`U;*NZ$qZwBOZ)h@OTbRfVe
z%0T&K_n`&@Pv%GL4oDx`W(}rowh~nAi|0O)ZE(L=
z9T#`%;>E7@B`T__LJn+Zv8b4r01|@XQJt=|1Yqh0$XiIsg$Brh-Z?X_xE%L7AlK?q
zx6Eyn-YvPjhCDLLzFURM47rH7zR;^EUpoJ1&a
z?mfzS;_~HRhdL`nI(^i7$uiYn+KKT4UGIjRQ4TvIG%DQHG21X?eD5uChASt5XOM)e
z3{;W|#)BV7R@z0N#PhvWYHK9$LXO~rm(KzbB&Pk_RrxHtpLM>A()|d3_ZB>E2cGMMuqU}~1gyj3
z*|9YH`suZ%c9B2IUcnGSd(iS5oA#4~4NOsM>>p|0;Px&}i~PHB*uh(z{N;A{s<=xc
z9bUT$VrrZ376y{l>6}6X{qEDE$+vfJa@|J!+Vd3v7#7WzC9jYG2HEj#TN2eOA=+V*
z6Zr`WLif^Q+tO14>S$Pfjpq&UX4SX7Ai
zyabiZo>0})Y-$=LXBnt*Ufq68r2Q5hnRhyj@G{;$&i?Z>^H(L=7J^^OBy#x!3Yp0;Zp|OZ!&i!fU
zkO`z0NB!*PX2~-NIq9x?099ExA%Ag};2)GxC2aUQjRZ1TP~xHLdV1lY3wsFig3=y>
z{5;;VD@J5=>|c560~6|6cSYz^beUI3X+T@})}Dnbe32AjxP64&ox(b@#v5mh;nh3+
zbR_d=kqN4l1gdGUu(@tRW_O4)T4KctdhG`^EcQEL*xLiVrPgE;^$^0F0A5S>$0@!7rW#x@q~7Mq5yfRntRv6)#Anqf1turts=
zg0TS?rODM#TNoEnP(hot+6dn8WyD}$s(#fl13`eVAC6q55nj9@9_j?ur`t!c!X$38
zw`wg@*Zy%7ojZ>9;=^~kxJRPe_7lz
zg2y3#*5HY8Oo9@!D}*`rMTb@}!)HE3zCpmU0}NN&*l;||pOLH!CMk1&R@^x_6mRiv
zUS#jCo@>)|0$%-H+8i41fNnWZ^#|>S#9lQME?8=OXK4s8FkdkjUBkD;4q1##89hV3
z(B9sb@t#Dfd0LBil|BWmJCse2OFJH*Cq2@?&&lF^VAE_`zgF~)RvujJFSw(oW@Z`D
z4YjogS=x43+oeMs%ueb413|9(;*&|)fFF-tch3q%?{~Z4F!aPqp2w!h>HW43%i#HZ
zA4<=G@3}{TASLzgp)2Kxu(|jptfCAwn)U0Jne|_(qM=Nm3oGD$favPQ(TO7yjp|rzQeNrxe)jVaE1XO)YjDr10l@uEoWlPvHQ4F+MFmn3{^k_iceN
zTvE8fPpUM`OiVsumRUC%cy>K8y#FnE_$ZEvIrnH7?R&}@!WrV5b;ga&DPUYGma=bZJN^E~&x&N_cQYdvSJZEYHU
zzwht+{d}&^b-l0m^?pkc23+~RbI$ki{!T%shLPs~6PTdMk=m
z5&(LPupz5rruI*^+Y02?p0O|)W@aMd{ZXhuCP^%D-MNe1HoP@6c7XF8&M}vN#MREy
zbH7&R!gVHW=s%Eo(-*vgT_d%Y6)3A~(F7j!D$>2m{5u{~H>}=Z8-3x$qS~8xU1DnP
z8vEbxekef8BdYqm%I+?UT%B9ytamU3TJ3b4c=xBDly&_C?|Rkj>l^JVt#GL*Xr|&>V8{2DZ6G(_ik0Y?xl2_aCwCf(QMQt&xSYEb-t$5H966t
z)^X{%MVmJCnRen{<4FdO?gT0|8hdKZ-?;!F4#O7wBH`sfAP#gigAKFi*G(&T61vouc=fGL
zyuGUMN^d#{wjUi2est;{ch{%8_TZD|&K28yJ!ht1
zUdauuoArAASswTz{K@7cUwixW4J)^dXvfa-y?6iIo&JBYO&ig+tVNkixv$mC>ycM~
zX42eepj$<|w3k--D?XinfBZ(sD1(}h(*}KbG+MuStCya7mlqzZlH50~`WpoKxl6si
zS$>gSJcb0HI(yp0YmH;dJC6-64=V4jGmDip)p_xS|2%K|@9bU++^ncNPy8Q=mi8pu
z=rql!1vUX%$gaE}<m#^gx8v3*P@==?zQ_E`!1+w&BfNuSc`7k6+YLG$M02p
zT%#S!B8WZadev%eBmU<4a(h(g88xR1)6>&0{j3in?lzcLtf$uU!=C!Cs#(uhm-HOG
z!qPUH%TU~Z^Iu#zeg1s@{P{xr#P$V{uvpXkC_2#=v_9~jvT86w7b&9~tL-EFEkjtD
zq@chtxi;UU)(Z6H4-uFF*{LgORkw!&Cp`5}%1lYkU({TE>o?qN(^|zj>#DTB)%M>Kq3Ul&dEAHfBl
zJbn7EbmEsmq53$GhULc_gKYmJnC5Zud<$NFi4%wEvZtqJOU88kMiemF`6%a4;6De`
z>$0R@ou>-SCv<^z0#Y*eeqSCDgxY+ttb2|*`vsGW7~ZtOQyN~5~
zyAKbPT6g%@qQ>rl%UkuQNlVcEZ9}~4IQrfIT~k)C{y4Y{%sc6AzrfhChibkb(@#E`
z>RJr!AgrN<>+b8haK+LQR`aXL`_CK(
z?F&D$(Iz}UtMFfmS{}8bytcw@A}?+gxM2?Hw*LaVm}8N17A%n6HH#SoDjZ{fiDmz|
zV|+kMfS+##(>#W;pj%yZuc<3mz5&zeE2@6WXa}3TuRAGNM`MHUqXi8b+fskoL-P?_
z!p)ZQME_e^Tlx=uu`U3X7M|I?MX4ip;ih0`F&_zI+WWQ}!BHaR?0hml_kKj#0a
zHkN~(#Zu
z&UIROx~p8v5siP`IrbG7kvXkwtiE@;WJyF)+ys-r8~!Q0qX81n<5m3C3F1eKV*VM1ek8XeYqG
z9^bt@QecN%ynki;_U+KDq*peP#({7rs$oIerRn`VK)l!~Z1-ym5z+31ETs?_r7I!_
zHGW7=!_LzM2tVvFNgxykrF4O6=3n2qLBLzc!$Ue%rO%x94ubeJ6B84`XoTw`y^Dc1
z=_giaT>pCKw?R}VjP4B_lI?7{vEox8xZH3O>la~}=Ii6!b2HDrs#m=3<&X&1m&4`H
zqfMVWmv^Vgcd7o8EYuMR)|KVaae>YHU(skaqQtPJL3IfS_{#8g2#WngLLjUBtoLXR
zSW&7=uZs@YpoZY^um}PSCUk+$LEr;AWMd_>(9M93JCE1Zmb|Qcp6Oj
zHco{a1_18l|{3A05qBdBm(~Q!#b#$2AouZ?a!sf1TaCe}zdT|9nvEkfT-itt$V4
z`O@B~!FenQLF(-es$5{)$mUsPgPIc0<>s1r_d07@qBf}uiU7=r3GIv
z+f@~jQ2XTDy{e6lstvcS`>x8^;QVXO_7|&!s_6bbzRUY~3ec%z1=-7L%gy-8NcwUP
zx3jOBy6zy8L#b*XBDz+z^Q60}QuM#G%c@J_VV9vYY#i{PCJu*bdinl6dFVqgWaZR^e|0cAZwn{aVzTiT~XUicS-Uy&T&u5!FnCAX9fTn)8
z%Cz0?>3PQ5T%YIlW3=Q#LZS}kdO&Y^f9mwPJFPsv$I}S35`OuQ%(x@)PeSbPNjsK{
z%mb3PX&&Lf47fo!p}b_!GKl6vM>u!A{5ey!&WFAUk{$DA=Wkz03*Sq(SBemi$^#z8
z#PdVD1i_1rtNHkn>C^d9HnWAKiYI`ybU)WfV?$Bv{Vz=IZ!P;O$~&|1T)5BQ=m7rY
zZ`@SZy18Xe1igPkz_FhVkIglAU}1RVBk%m+A(N0jx~y0F>_nf(cQMqTFAuw9J7t_-
z93+rEZ~3&pZ_dW^{IX03xW)|6ii77C>y-6dgLx(Dm2ZL8j~$cj_4y_HX170O{qRW)
z`n1J>$oH-E$+UbjJCo;^-73~i%0@$>u3lo*B9`#mx#0NJ9sy7?dIU{uUUgBB^`3$2
zX9!coTqUk-k-Q`jc7=mega_1qUstc|x7R$3P!r-5)zSedky_8*AILL!3b~P&2^=+h
zHhn8fo}=f^^=BYu&5e?6+IcgBe#{akF@<&U7hBJovFKMxe_uLH`@&)dA!o~x
z3%1zb*s-84^TmtN7s^IG|B)|HmB^1&-e2P$Kw7$7mKXe&KkF)Jto09S>^R=Dp~teK
zKf>0y6)k`UyUHD6kk+&EH4i*afmXuVSiR{~;k4wZ85t{(w9qGZtb?lj&USH?nT#)+W&(c-A#BjY5drj0--jF2
ztd!M3v-{^Ya<6_CeR7~Jt}9z?MFJZ`3sVx}k!~)JH1F5E3n7tUd7V6eK4--$p1fsn
z6@_$2YKN0&E4cZyYuS*)gffLP!=KulUN@_Zg=!%uw*apcZuxQhF6LxiH80;SoeqY{
zQphB#>Y|+T?Pt#}s=H}WrP}gautrMXty4m`Z24x`d&$mst5Ws4-|xGB%;Pg>5>)$`
z^bL2I_}I1P)cStk4(=SHvwupuk&>y>=yuA@TaW(hK}mIOZuGAjHrWoI8?)<5Hm-i~
z%r)rS^P)3lBW&A*DJumt&q}wk(e%YFeRl3FdF|E30%oenv)#LQuLNe5B}MnVNQ-S(
z8d>)9t=`qMdw0=BU>wvW>}`eXxy}zX(rluppMJVWtBHzlBY&-~j0tmxlE_4Mb6aIz
zmbqz>SeGHtg>mkIRzVR4zCjx0(YPR-jrF_tON$oUCLJ4tgtzC9E*oMZ*M%QEsDdz5
zCkQeq&$l9O_yQj9s9-QwG?i%0GShd9k~)IUeR1~n&fwl-QPKo3P)`eAR{X_(g8enJ
zB+;B>W>radYJ;49^A30&Dk><@>uqb)0A&-VZ^TBa1xB5fM057=Le}>
z#6LAOMYl&ZMuF%X)~~;HLiNc`t^=GJwSu8-y}o+Ut*v<4X&Iwn#eXMGo!T-!Z1n2Y
z{Tx4M`@%!GnUT@K(b3VFHbDs{8e>jB-FYD$c_@V;aycTWC;ACwMv0v3=tB8^hO%Mm
zu|7%t>hPj~?P2RbtA^OFSg{?7t|-f=+_`fbHoy`Ki+ZhEwGugeBo2SQwSoHvLe!cG
zWgPJ2wjnjyafI^#1Ul_WNnI~D>0~>VLe3stg1txg-`$G$<3e+D6kZz!uROCZ+VMFg
zN^uZiYFPv2JE#!M@7|PmVCaOq8^LUZHLr8$-re;`^avCzcc$hsZSTAZjWY$}0CU#}kTAT(I
zH~&SbYuvboe7G(}`74U;+_jzeO!$$l?aWif7^of^MBdonDIvLpw$@l~`nkn%ej>4W
z{CFeQU%ZIKAT@NYEMo!fQtbqNbo!PoS)yQUm_nfqVj>Dp{MF{opZ}Vod*zHcos5?+
z_1#V`b<^y*N>8N)1ba9LPI&#Uada@R&66(`P_V8Yk
zjdXxaa#P_mP}>ke6=zHV$OLZEh*Eb}>z8!ol8mcDol;?aH445Fkd~1#=S=6O>HBx{
zi@5+QiLCQOyY|s-xeWDmzjtqnzt#>~q>~w!UXQB#V{6@Zs;X1?IW&28c#FtmIz#CP
z2U)cw@cT~<@1_~beWDfJ7AHaDmz^atjcBX9QWw$aox6AUWC9W?m)T)&kt^xUeEr<@
zIDp!Z=-=ND353-9_kB6yCNbujj-c5j6O;Dm=U=i`o^NJ0xQ~aC5udI5wlSlTF3{2p
zEiGNor)bx?^Ka);vjY70?K2`Mg>><##)X1p7bA*@h&>d5CX}>o&SS244AkWjaZe?X
zN@2g2apeXRWp1?!JKwdp-##9>TfcX(TK^ddTA)O6dH
zO>S-lK!3i^9g#oMLP3SK6k1qlqp4|z5}C2T5qqX91ku*YreII0&z}9o{E@e}(RB=_
zj1gy9U;X{dgt~?iak}c86KnlHMg4h}aC&lO;~zb0
zjXm2?`!@|}8@q^MtLO(a`#277#E}F>MIzf>b!QthHXR>JYL17gNfiB
zD?9N5C>f4pGlwOHV^AYf1IWxQx)&JLaaiCvQ+?Z^v&Vjl`iA1hn2?*4FG}eqn@^oR
zn<&=BjEjHCCV7zkh=8{^sfzpuY7}J5qV#&=?AdKdHHh8<$}6q89yw1%8$#?$spT~^
zt6^n6veu2bcyTMHspz?k`|Ik9&&0J!@ur$`d_u&vFDsm_*l_)&Q3K?t3C`XHZy8r!
zyLPQep$=GaucKCv9y{|ho;~Y?>55zh45`Rvscn!iy7k~eOE8i@N4gG1++&HgwKrN9
zZy9jsJ<*XBQM!Z;OkiWh@Mu~7ElOui)Y40Lt#etrJK$RF(yD(et5z~2&
zuzV+wN=7(+UZitS3&|rfh($3m7v(8bmqeU{4{7n3wMTW{
zME~Cj*&?)&d4BPlS)X3Me7OX{5QL{%D{C3wM)wEJdM~)UD%|A8)1z08;YQ0%(bUio
zL4^+)XFH1oIQl}Wk~QR4Q$dRgj3`+l7l9z2A=3g8oa?k(8f@IS5lh@{US5q^nMgJ(
zXc6yXtL=4|
zUx*MIfoac?BP|u*;Vjv69FT-}l*h@zCvF}hQpl2o*1x;7%A)y|ibg}ezE^X)NMIE4
zDZYg`9BD3D*cig5&g$p7RP#*@UtMU%=f1M3a-c|~5rK2L>q#U7q6)?at*5{a%5?VZ
zhM45sH%~jEP^h{X8;zc&@H9KSeQNkttkbyhlKr7hrBGlaW;$n1k3V+rDH8sfp4pLY
zkp??uImWK5Fo?0ggqjlz*vDwE>Zbhn?=4vKWKjtsFO0STa+kTV1mlVSC3M6@Wz(=`
zOEjVRcVs9&tZark0~R&&q7%q?sHa1_c5B=ZRZ(I}>yd2;7$xQ9Nwfo}&zY0)VUUO!
zvAHbLoRieUUCXxg-hXF&vk9=1ycHE3T_UlF6fDx9Y3COkKx1o(a#nzI9PkGY340J5
z@e;}9n2=#L~)
zFbm(D0;;`_S7A|67=IJfI^>@e!Iv-p5pB1^BPG76I;-@v%7~7gI}d51E-Ic#%DrL4
zmpIfO)gT_NkNL>X*>_nQBHrlX;UOXn;+1sS?v?mBaFshUE32x)&@e$w{mnH)b1&bi
z;cdebhQ7Y5-q5A-#o>4Fi(J>z`0YzcZGHWsIhu(2W4TaWl@{b{qMa?i+31;oBi<&|
zexc-f!(teZ=N}sX!8~dGCQX};K^ueqtoDNfWNPsO?9pvKHgv&h)-v_oYjgcycr_FRKm^v1QV+Eg&@3k3`?q(CzEwTBY)eipI)2g0E8lkYcy-?H1E@
z8CrVS3EQs*<#PU;DqLEJd_^vLfqaC^Gp&kEHA7ve*4e`E9xI8wcupc6%bEU~O0}^<
z77HLuN7Ol>vg{%adxO*=(kiEVH6uhHyLL@g?0Bf6(AoE7+H!7n91n~DDGFIsBwIz5
z@zg2tn@xlcg}t&j`ecd?sd<#7^UTa{WB!S56M@K!Wj?FVe(MoRH<_K4)!wjKhb5FA
zSW@Xz(GbD!)IP4YF2RxGtKqG!Q^RAeN;E3m>z6&z{-k=+m6Axrz|j}}4uHQ6M+;bP
zEvb}6l<~xA&#N0v!k_FoVjr^zcH~HfM)&U9+FmaX2^juSG)rN4Y4V^*2SSTGcI=qT
z$=eFQwcd9;Uph)AiO_I@KD$t%fMGC}2Q==lfC;5{jJwB-D$0uNmTnW(arW|6tC}N&
zkI#iq(cQf6JrI>vN`I=)@sLcW??*bcD(8k8kmP1|IkBkw9c9bilc;Wy@WCiUQy31Y
zlC<`TTzqA%5+_&!f;md*yLTOMdQ{9cAmhiA6MZ+NR6;nb4c%fNlB^J$O*+hpMo1cU
zJQ&%E^u*p&$#PC8yiLmt&D9#DKeaM6|7*Wi6Pm~teFi9paCC}CI~jMt%Hmx$+Cw)d
znlV|>RODh2bQwi*$H2c5x7g}ns!Tu1z^6uBUC
ziL__L+=`Wp&P6kPN<>KK2Fi-|{gAnB_v^3SKv;&@y);C}2NcHWVKmz(DoT&yCDNnL
zog~;2ja+nll?l&YwA7n&{}i4iWVexzhp#MZ#uR2^w1svY7Me3ke<&GZc7$Zv7kDS+
zMD@@?TjM`;MR7&-U%Bl53IvB-js_P$$W=OV$lY}Q{N6__D^*dSvgi}byH7fHn?y!T
zViEm)0~!%}jbd%H_gb`|?6q6mtwKG-*}P5pbT>SSv5QGy_muEiU-MbTjt_c&Yjt%$
zv@`mqV#T;vmY;B9iFK={W@&l%2cD5X|e^NsO
z1A}E&R-${`AsGcDkye$&3(!b!;`pTiqD@m_wZY8r&G
zdeawshan0v1V4tXw4OtXf(P#G2N^BGh~C`eAAkg5W$LIoZk3+&t^@
z>IKwv-oIZsyhnZLS`AM6LuXu)v+DBp_E&zG)$J0w7iBQ~&51a{NnPl8mu$V1&qm&&
z?#78_G%LE==xWkq5Q6MK+#3eYzoCIt`X0
zTFu?q9ACeD34#9NW4_GWI~&Ww8GZJrlTuHbHZ3l{65PIkv$hmGYwwO7OUGr2MoL4@5LIE%6|to%7%nY-6b~_7cO5u
zjv+xBJ7UKPySd%b86W15=k5HNG367mxk}~Cv}CVo8T(t4z!}Yo>t;27ey4_w8wZ>|
z{hRXBOdS>9?aXD5L(b!kDuL(d^j_EjjSD>&P?waDK#`1Sn6|wBO48nR#5$WcY0}l$
zACHWgZ^~G5?YeZyvCdpjd3D#wReUNf%wGo%84}L>&tN-(O_?FsRZvtUrN6hgH7l)M
z>(&~MZTC5)RMSvMC0{HyI}{Kw78E!*I2di~$hJ!sEmFs`RchxQ-U;8_s0aZ$Lt$?#
zo0>oS!GUZ{o$ufv57#Wxq9M{d{=`Bz`Xs)e;;vmgOu9UQd;}j5ty5>tZ2CQ?gXIQ!
zV!)9-jQvl*&*7~NOj#!waL;6FJmuD{%>?+~g9Zg0K79BC*<{<#BM}$_Vt9VhYWGki
z^G$$rP+@(XXGR9zl{)>)s=H-(m^34Kzmu8@ECHYHYiX(0O#&
zvS0UIGCSMLiFQ#Kwx&-waJxKnN~padA^oVJI;1BXAcv*a!T`EJH2=Tr5#X|B5vS7wOD!TIn9KJ0#`ze?#-fR%tgPoUYTA(z#>nJq?VmJ`R9dj53sF(shYT4K
znfR5YI_2?Wf2JI!iQHW$6%~I@KhdrRXL*@(%|-5ZN>b8x(dK5rHiS&~=USsfB3Kv@
zeTU5Z4{O`}KK70&hWaVL
zgkY!UDQ#DpsXbVv&tukwUvUJ#9tmYIonS0cjQ<@p@Nf_KQRJR(Q&#`FU!?2n1|4ko
zlGCHuIo-%8!MskpZa`9Ua=@fxp@b1-<-O$B_XCGVn`*>z7R#EZKQKu(z_nHoOcrc7
zM}HeK+iDs|J-}F$gHtl^rlxW_w@iaw;!#oC$u;ZK5Ss+ngE%{Ap6c90#0W*BA;I;j
zjb4k613bY=yZfP8a&T6k_CokDN_XBj9_v(!lmJq1H;4pGaQtbr?uoV_>!ybJFp^MQGmIx{ARKS_gd%&yhzq~AqN&4e9dk?!>}V(T5zhSPn1B!J=qNEz8g
z9Yl3(68fvNIJb<--ihg4DM8K0w8Y^Iqn3_5qBh-p-o52G>1OQTYv8~OX0tv8KkU88JLlusTc#%~H+a}qT+!9?v
zn<$k&`$hLvMA=G8OB2NB5(iQG{-gVr)Y20OMO5a)tJoo)KVtF#
z*#RcoX9BIh8R?X5VA<*rrzc>Y06EB}E`={4uoQ49;Rn21zW7NOOLUN7WVE
z9k5ri3e~~w;qNM`L~xM-W}UtUzYudUV$vgg!~t{kuG+0g;JiAckm)a@&VUAC
z4i9wA*|#qNqeQ0ApJ0K@nF&ti+;TWr#9wB0pN8*
zW}Kc7KFS?pPo>(HipMLK=5PM8LnKl#BOujCTPvJ3(B~2@T!pXGmVtu@Z)dH0UTsKg
z`FugIy8Vljmv0+6wNax++|WciGSt!u!$Jhj;2{vGB@G7Qtasw{f-z&qCJx$&ITY89
zM@Pto3(}YogjmZM*7cToDdsGIJ9nBAQRF7#Y!dRM0Oe*eS-J)_I@B$Ln1M7wUFxQ;
zyG9067b%@s5I47fD*#Sb1?x7Mm^K{`70!PM9-Y(D(y~wwg?#=yH)dzn#B)A0u6(Fy
zq?DHB05Zjs+5*rOa`mbTQn$_p#||WvUB7-^vVCV)*ZL=3yzX?u*7iqLl}~1B+1tR_
zrgxSHMtb=!7;q->YkB#2%)sbIwN&_aXh5b{yzCoeRKa{UkUh$#_ANYO21?V4dIVy;
z2-r&P7P_=8898M4U}R_%g-$0JIjS#JRI_G2Jt~epDKJ`oYji!=!z6O!9*xA%7T`C8
zEKv+Jp=a;pO!(<4B}F*`B#%st{Ohky7}4zs3etA;^xs-U5;)Pn
z0U4#jkQjnBU)K(gR$mD_jtDU&bE0Ml^~Su5D_Q`{?BsBl#*?9W7^YWCML3yRK?PAM
z()Io;-Ir>9cU1_Z&DFJx+dTA$r)pWCr~zV%>pViTDR~uCBRx6V$VR3#Xw|r-s`Yv|
zeP=NhN{B?lxEo=Cio@x;l}*IO6Pq4>U7U2Jfy>*&;%P&D^Je}&ttRC8)O-RIp|&r&
z;5=Tzj#(X`%YqO9hYCy|xhED)TJMR)y8R3)peT)|W5^UzQbLCunxEzxpi*GZH2?3~~3yda&X|>+}!a#x9;XmZKGJ29FgodGwe*F3gu?Dd(~<|N&$wirj*W|
zGbc1S*l<-dbyk}oOK`hUdySkpUT;;(ls^YZZ&P~MUS3`k>)~1Lt=8
      hW=m0|Zc
z>$=WRUzVQ2bEY)h0V&K9Eh5?4V#v+Pea)?xc00i~7n^}#yUhFG+Y+Bx=oYh=e
zva}aDrMIyzaHf&3@FSLFw<2V%q#!A@o%Kha>qaz^4sB|rX`_3p(C+%iT_anzpgPr^
z5TE;+Jj{2CmsIB5Eh=+ppSAXxx#A8Wg)i{L;lMyqsrK|#;9Fp#b&oajDSd6byMb5E
zM7*DPZWFfSbp5$(MO*Zj?OI29V2%a$+K8@8D8wc~8f1ND3M{3%n;0+|=%
z(4CI0bbBCjYXD9l%KJu@1?hXdQ@t|dzAl9m;upE}UvNg>`rNJh)9x9bV3F7(5}}l=pP#g|wf$}U_4=*9Opo`A
z-#*kd@nAQ*hLIiaB8E>pa}4JRtH_ImDe;y?k50Ra!nZ3SjBRHL0FkymKw>CHa;@X3?5=={QAT-jy-VvJol
z#UO-8>`m_6=>0(7@lSf0HcZ#sHMFDEeMIqhjZ~EmBwpBLg(Xmxy@yf$slvgtNDrZN
zi2KC=sKz~AVt45^`+D`dzt%0HDBfd2!%a%1JF@`-39(ec9@rWfXdaMRPq;8-
zlACgzw-N_-`mgmv9FN{vfvP^E$H{(s}^_&*rb*W0Xsp2FV
zqsYqzf4Y``sbx}aANBR=-U!o68wv>cW=hJ38~OWw4SnwrUu(xZ?$Rkgno^VuJh&9t
znuzu2$rIbh#ut{xH$n|lF>PeoKI{BfG1=Od9_`z_vh{FCG8<4iA(qF4sRI4swy_s=
z%I8KS!!Owc&`^b%o@T(WGw1edXYp#NUFm>E3xQvGoHr3Hk+t-4kh6I0{-Q4aj5Jr)
z>RWIP;S`MZ32a{EP7sQm9(K|qc5I$=dYg~W-M4YZN$P{9F40NKT72(@Th&if_~%hR
zPBs?B({gh+^YwtxIj4b}l_+S?Jt{EHX=!=C-n6dEc16bh*;vitLC4s*;lBpm$kcrv
z`|(<8N6TF`ovyj7TAFS%dp{@Vr}{`E)y=U4yjHhrv9a!wjjZ))he
R0m7~|9yitK+?XX>{ue@+1JM8g

diff --git a/images/julia_logscale.png b/images/julia_logscale.png
index b69f0ba037c6d9f2f1c62a5736c025905476c874..07ce311627d27b7c0956c1ac06c7bae77f7e198c 100644
GIT binary patch
literal 48325
zcmeFa2UJzrwk^61m@q45rBpyNA|iqW6DkrVXH*2qs3gf4Frp|?l7Qr#vjh_;h#*li
ziXa&zN`8HAth(o(d+vSb{(IVg|F!mMT16>)@3rQdbBsQE?_<<`8L88&R%}~Ap-@(d
zojEB>p)5|MP!=jLTY^8i)e&vjc8HKXu0{OilQY1p3
zLivLtcJi3~b^qQbYjsbZ*}0$N{7&q+W!@Wgi}1w2BN&HeG5
zxavlJgR02jT-)*JvP-wELkBb6*(E1
zD{r({ZrOiyw5PWA_VNuQwfVE7O!Cw>{7AhVmz?{&#{>l(brqSt
zet+!9l~$+MZ{E;t*}^O>ElsmziNV`@>n6J*0$21o_I}}>5>OKs7B;Ak_VnV^Q2l0+
zJ~T9R@bae}G&D3(vSDYld*XBCGfXsuhTiY3PrPtTZVv0idfTp<+1t1G^u*M}sTuY+W-&h3Pcv>fv}(s;87!x(ppcM4
zj3S57%t)nxWv_DZjB%~Q*VoRB0;?&M%-o;LcH>{|E7bC%8D_*QtR_dg>N89O@jD^U
zeu{P9zSCl2Vh`@$|6KTJdz!<{PNuG|uDdoN
z(3jURT*!7zuP#~Vfvaon?H!?+
zYop&;9-OQiSD$9+t^4s=a73U(eY4f{ubd}ikW;sg5yk#K}~Gb%+z>KfK~HnywzwaUrQvO_39}+;**}N3Kh78
zhZZX-6q!RLd^sI3o}HeMGG+G&y}x0fL9qvmYMO!Pk~O>RO0VLBJ+T@~R&Cp8yD9-O
z(E09Nwj)Q>O1wDal$D>^Hxzrajs9wLHT*UBb@FEseP3|Zub*w6*qm3}3cIS6w9>|1
zA3TsfbLLFaV>U4r6&2MyyDZfVlQ`psbbe>e%b)y{<|c5Ow;i~2k5eN%^zGY|*cl&!
z2R?_K-kGPBVG>Zu%fZYngM*Fz75xLJ$2YCNC0|QgWG1z{Iwm3^e^#|RS|P=BsyilO
zr2NDheXPu6XNar+m~mzJqxI|8dpv(0FJRHFK6;o!2{LM3cO3T}PPa)@%zM#pvB{RX
zS*6&kk9P@0zkDfJ9eFO~OHp&SMa)=VLqvJG%-zAWZdi!e$2*T0wB*^JJ$u&8eB!Cd
z!*_ce9UXJ0he}q@AdYBaQ8rI~NiQg_tV}82s)i*_p0obo#wcJr7W>?~V`~K7CR!<>
zf6)FyZPld%`Xim6-5yv;Ze~{w5}EyVBIR-7HhKz)oc#RmdAD{U945wDE
z-YH;S+D4%`CEwVJtP&(~#H!z4x9oWw4yW?e_<)k7W%?Td$^6+#!=yrf>!DDFqSha(
zvT|~a8mlj@s7y0dVq|30uZ`E}u8MLeH|6iY!}<2@&iI`EYuzouCzj?8e>(C`AU!ZJ
zP-wA1U2@oxm0NJIMK1>a(*4OvX=-tb
zcV|U&!;(TxP1TbwI)_X8g|89*b@cP+&u$D{TwEk7B;=0yBJy`%nJy?OFnp|^rdk~?
zxjif*A_g068~?RXR)uH=D=RAWx7$o`)CESp0)OY`T?pEz&lun(K<$2IO67d_s|Hr6oB5OuA+*lkDc
zzu)U|aKK=B@p6VE-Z}tl)1%3C)9>|o(Mqv~)&7Vm>F?DCv_Df01CVEB<
z7uy_HKUuv?FcNXYQ!f^)iY<6jWM)Jz>GBdJZH14j
zleAAyaqn`RzN!+ZDCu+HU9h97sxQe!y*APT0%1sr%~3*#SP14rgM%_z*V-Ax_MUQi
zf*rpJ=MT$$q|Z!8PpOKxDa$P4joOBU_N*Vz-LWN~JI-3~Jba}<-xkXeoOVX`?AZrM
zbYTdoo2Ra0i;NZSz0K@JL%XT7FQcWVzbR*Qz;Ui2?=j#kAM2hy$9Z%=md7OIMW?17
z6Fp7Qs
z`qh_P`_79OFFc+-i$t>M#49FyQ_2pWFL1i3Rf$Avi2VG(#YKL&qqI8ZvNW&J7a0-@
zPMx|#uoMuE8X{rH8wcC*{%Rkd%T@V~a~F5wGDJf~&{__;t@P!nU
zXdLIxo`ihthFo%*awj_cNU*I*&`QACZJZpJI%n)?GXC@DXC*EBu-zx_bYk_&8?(&P
zY{yL`{STibVf(%z4qRwsV`J*YcMmQOY*@ekg@?z+Ra+07L{PKoORF70=F~$zQ-8&Wz4oTWg?B(UbCm3hu(vsuDO`5VFJbI+iUhJ86
zwe3`?FR!>^P3*au$x)po<%5Pb?007YfogCpdCfaz`Wmz3crJgcLMj9H3isBu`Outz
z^jrVZI%Su`uM3FYU61&h%enHWUtptcsIShLqOBw)pEzgG{bHkY33;t3;_bYi)`Z5lWaAhi6<{1Ei~$Z
z!_eA&Ena+Xb_SrxW@fCxbZo0cMsfb!jA<@5)Y&s_SNfSVKXu>QjV&OH(9mlH)dY78LPXDwX{@A&?37Vx!JJeqmO{&
ztX8e=+!%_iSQ>DoHt*MDKqzj`eV?@Ak52*B8KzoF
z-UzHF+zVq5bbkNf?ki}WOtL5-+*ww;xV2qFs=HEjODhJyzTpMv&C1G(vKnZvPu3}k
zW8X@VDI|{BtcLOE?c(Zu^L}=Cz5VBPyNKswgKi#A$
znjpb9cUIX<|11)3e|G9J;=PwwI3i$n_C~~=g|RmjmbACGe=takMnI}h(!N`tsviQ_
z&L$|>7~GQ4;t+$S=}N2Btfb|7`A64~OKkphJ6AL|R`Bi`vIX!m{cmsYXM9(mFSnlI
z9X;8UqyVcu&8@TT&nd>KG9q8%F&8&?bah4Tdw%^mPQ~PCtyW*(#Kc7LhYz3W9jAjI
zZssD08p)G2*M0uIeu+qWAH8tjE-y!LDD0gJP<^m(je%*?u1s8~;;T5$^nxGpIxlit01_qKz2PYPY>6Hv=UBAcitU%G$bz=2e~
z&o8#e?`CB^J3BkOf|eFg|H~>@tCTHKn>>vF<4svkr6{u}XG_3h=jDW3y8JQgkX%)PK{{r4%JLt-P1p4jFZJqrRt5rpaG^#9vlLp4+SBy@29epYJHLn~*Z+
z*DhARvbEtO$-hzhmEoN6ODLQTDVJRVP6~Tv@Dl|`mnF&=Jeb<_8qhQO{Vwu`L2s|q
zehs)qp$%i=5NQFgt>_4M0!MM-?5P0!#6ULd17j+p=HH6
zSrl0|h9A_DJGP8lM9yl?ZsWaJwd$_2?r_?^6DEzB=MY-+g4?zn1M(yV)VjT=@U%rm
z$9Q}sG7_U>2&1xR?_Pj{J&(3gY2AIH=kfBxe2^K|0|
zgMsE;oa>=D_88>{(Gvh&q@qOaYW80y}}z5tO7|#LC7N
zQ{J`%;2cRz5mA8T9w#RXC<#TmaEYs(m%$vQ8P*;z+5$WQIx6=Qq7q=Qv|H+>59@tO
zb*F0G7{wVh9ONsE4zV3NRHOfL(bCn-f`aM@h(jYI@&MzfT($%w6?}*?m5^}3d*q>{
zLku{JLrO>#+)7Yl;{KgNHmT*lbG@@u14@@Jg)*@0+4DNMgRQK@=+F@jvxYSOtKV+p
z=~qZob=*bTifXSy{?h?q%q@nDpMbkTd`S&hKDPk>^@x$cdc^Xa#9$3xZA
z-3A1J*-wqJ96VUn^~mei(lv^x^~o*=7U%CfVl$#gSfSamjC|yLjc;O7Te6JPSBYD*z%Pt&6m}F3KU5|5vvd-`%YM{zl`t(AVeFh
z>Z#9!nPf-Qe%}WMOdaD`O!AO8qeUNXB1axavntotDnb}^iz2pY@WU4k;Ma97Uyeb|
z1;F6Od6)Ur1vR}qoNOxpV36;YpPw)1mowE)Z_l`VWrEVVo=aIdIa(GCz?&E5nm45e
z2wKa!GfA=zDJ!Wx1dT~yCV7c{lX!4GZIIFKg5y#5A3g-X{sd{XGF&Pk`uq1wxOUMT
ztAQF)kCQ4Z*p-8U-=bSSsW6pB7=i<
zv;weSLwyxK?EH>@pO<29&@_gVO@m|w228jg2X3~X`dg^v3>9Fk4MdW`1X!6k-3+l
zCA8iRx~v*qD1YnIjs0e(2=f4vZ}PjlbgJFNwTM~A=RVcx#%eo-?Uc0~Cc;ikd9cWN
zJbn5#)$!c}Iz};IIL@&N%m0#vDZ1#YvL1QW?X2Q(>DX&pF0wbDK7BfNnl-`0$0rJ~
zBRhzS#hC2{k1yMD5^xaV>!F>v7D`Tn|HRyoxkixz^uYLMk2l*gis2s#x}W@`!23#p
zsgk#|BX<)BVn?B^$W;lcxH`wmv>Iv<=p6yOUy0z-LUCs#_H=g-!S?OMR;U1O>9d#_4xE!ee*7kA@dy&f>DUyjAUt@2IG!5F*V@i!
zVt#mymX;QRhLj(lX-(pVH&uxjPLOI(E8oEY=;>+gWzf9?zMB`97AF?UVxU=r
z-r-j;la#-5=j(6aTAmX!&Hm@R%_tMx2>#dLEm*O9`8iN(;SxSCuwsTd0nxHy4+yof
zd;?SDg*SJkYI}7#4EhHK5`d)un-o!O)?}Ie0ROph*Dg*Gk^CNkn(E2Tya@WkV5zwX
z4MfsE${jEa@{oug?L0yN8{5yU`SejBFH>c{rd6PBQ&|I!w?ZvLwqky4EPHO+cMcUZ
zm#IU`9l0DIZR3vq$hm8EZGVBL7W#ZTtFdZX2DPX&gnqm#iaN6Wx(5C
z{~?o~1W**8%7WBfFkePI%na%MM#Kv8^$+#q!fjNY*-6&y+uP;s-@j*OyEHroY9%~4
zs-8DgO%oUQfCyE(HZBLucr-K~FzDYcTdi|lcVkwrq6r60AYb9}RyrXzR$Zf&yEhFw
z{#LQW_MoWu$?_SReVAc4ZLhBJcvr=Vc+OzuPikdsW>!o*wN7lmrSG$zuKBL4^6{-V
z9PUD5t;T_tk5|vyE^r3|FyoZExY(Q2?V{Ju37lD+yH@hN^)8$iWn)>*8~%zO3fRV1M7uU7?g1>4*E
zEHfvnLMzGFa2k<{Vq$=fzE{QIQE{%v)p
zGAcmw>Ued2poI8xpcTL~X;q+mfmUQI+D}iQt^vIOMUFG2
z&S>tzy?cqSKnUBw+emeg`C5Z{(O$s3^GV02fEaQW5SvNGvS-g8
zKpQ?WStFy^H{5(gL4l%s_1Em#bb*A}fwCeyueC-S5PzF*tFhQnrc5~nPyZc`{wQ%B_K*Lvaw{9I@OIv5nZJrIcAdhha#Aj
zkx?{8F|MNZ)hz|6`{Yz|a!R?4AU!mUn?gpMDMNnt_Ve>Qe&PhI1CdyC<1dNFv{NSouwk3)2z5Qxa86kl~>jZi3#nI2ZvEfjQG
z4EzpAK?JXZ_uo+nL0<_E{=NB8qq&bW>DN7OieWnaqkT
z29QK#USd=MsLma$H^i+6xVgJ4q72rc=NnRe&fv
zKm7z>O8%O_0)U+;q;LV7k;vyDl9735d;>vQQz+W-f2gywut4`KShU7NFCQpa62J-j
zv4SwfsF2QPPanPr^fd}QM>k=MK}shGeER6alZLIZ3f>fw#dBx0<|dWyN3;S&%qifU
zrb0upw&oWevqo7gCX2*Pw{vG45dR0GLxy0Logb%}GzlPF*9OOdO-F^Tnr$8h>7F0b
z^WnY>5W{$lIM&coF9B>9O3?0SwPc<3_4T7wQo=(^0$;%tF@o5vU+A*c1{HGxe_`g;
zHd5vbjaJF2CZ4}>!WL3AFUqme&d(?CUS1Iq5d?h^I&|{eL#`1}3P)VhK){GqAg}Zq
z6ZC*8a}+8lwKQB-Z4_Lw-SlNJ=+GlBM1li-u1>Ab9vBho0`RyS@<)PD>vkSpmwqTl
z2;HT-3(iVN$Rq9$#|MHX3^`@N9rx}n!zt)NDVmW{2Kl8+_{pDcim~%m9bw*@B-4=t
zLez+{F@k6z%}GJq2el?NxNLXpMSwqd2I4_DImMx#DdRQ*Q%b`dHZeq^N<0%%27Wp+
zpl;?*mb$c5vNA&2N)M;xvD~w(98B(F03^;!c4B)mZi`7Qe|_mdogvlV(CL63VzDCO
zYy*+?zIvKxecH;S``+kKgGfZohmw*?=oRwVdqn10-9Sh$tOy$ySJ{Oc9}fRyXN5x$
zw*6qGAW{kFq=tseWzRWC$)TQEu7BzaAbTw6u-v)XDXBDT8ym8f*hY9fLv#AG#bMCM
ze$$(ZN}W{IBoTiKoSQRU7XTTEp$oz(tPe&%%z*#-t7X2}|Do}Gl!?E2Da64lfNw5n
znxOX&kE~g}x&|5>?M{eH6sMmMn=&QC!o!PkleL!FvIyTK%#4hfLrSUn`ZSh}NGe2E
z0?(zOCsU5}w7&Wv6gPs3akwjSM61KZH<7`HXiu!E5WJ4=K&?x`<=I$si?Fh{wC8E4?s%HklA5z@X(xPt*Z^J>I;*F%5
zYu*GI9CV~U{sV>X*i5tIoINNnF%&YX<3f(JFR{nu!_Ly(t&>y&8u3SZYOB(WklLvL
zEb_j7`ynG{VCjf4_>Ukg9QE<>LFw?++&bJB;juC=wb09+ra0!gkCs{lGa
zXgg+P52gnMcYbn8%FeOeA>l7rc5F;
zrineO07mTMBkli<{X&$pRinb!^iGUMKFUo|FxE<|65~fz>OXarB`n#+eew1za+4wW
zLK`^E7&V?h#ggztn0?#K1>VrjeCWFvGGo+xffZ_PJ*u@Si3O5wjZIv0qi%s9oQ~K}
zrh>QwA8A{?4NE|lM&sr6bI5&iC^&HC!JtwJBY+bF+De9i2>UB3161Lu@YUYiP7i@j
z#oYXx4_a}gt4OAwUOV@(#v!dvI^7uRIG6bp>&>A8_T8daD1?S5S$#BuBkz%T;{uiZ^K1gv~N=m25^z*zo!t>*>z(oxN_*Yc4v
z$B^Q)byuYqaksU#5yuwdQCL`57X<7o=$5=!znz@AIp(-aE8BXUhlHFq^5EHFQos`6
z!YzVbuV{1?Q<#~V&wvYb&SM#b`K$tF6=K(k`83T!$Qr_F
zRtwI7Fsw5OZoIW$q)q+gxaLb#Pg1z(9wPOI@!
z!|mT_kp|)IC3FBABstH(koK}Mx_5cPRx>izpOVin*+%)6^tY;7GJ@@6N>9La%{
z7X0~^*Oh+Vx?n(GqCBrQqy^#rKCjdADiEJO>^)L_B#yz)fReS>aJQKEW(yH8^w+Lk
z^B+r!E7GAgF@glqmHOWLYTc%%B6#M(4Y)tHuAvuWN_W)r;V@I6&vEDEdg7on2=bJX
zh}L5nOqvf70su(DaW@(OCs)3V4VQ@+f@UItrz$Iw|Fs^*knV?tYYWKSMZ*7`I+V=IcineUqK`U
z2K=P&2r+odVtRN_e?x{Tm-$mF1(C57hNG3|VNjd|M@*_61ei#Kd1y9X0P_SEW9fk|
z9Ar`S^iJKrbH||fOA?XpW{14<^;!#VAf|o(5$G5Xq;U+CW5q+Ryz8afb8Yl<4`T02lxRTiXhX;_J%CeNi3PzwP41E)@!vfN%}JH-!B7o
z-WzL8HT6VmC)leHFLS&4TBcN-1zMh^}U(Z@~jClO5TDm3o`08O{;2scTJoh3D-Z{
zief;mkZ1xvC#1L6h>(7GIIrrD)LlqY!m%^DH)-l?rPT24u8&%YYHX0}2rwxQa@lI+rQ
zV7i0wVW0{(`1$P}EClDUM&$iTL54Rp`*Il2Q^#pV=VRtYFf>~SFL^sw)vQNc1vJPSI#%R2N+{@@f!9VmJPsa?C444r~3A70Ue
zfS6jgCB+($QYTF{&9YAwB&{gy3j`xpVNbvTAxTKS{Mk`10=#$cK87t^4JC%a=#AUd
zpFz%yue}5?27Ltj!K63wRuQ=2R+VLTne2;-c3y8yyPu-(ii!-uO%XpcvGc+qro~%;
zUF{`2*||3t7Mru6LU1p1baY_|dQs|G*WP72;Eu>eYub-0*aHHSpSQEKtBTh+Lba?w
z$f0e5zg-R6z5--DoBN0FBfnayONP8m4f(iJ+#MY>L!@?noH(iR+DFXY!&{D6#-f@I
z;y3GHMr8nY5cQN2)W_#G-7I(C{jj&Q8-Z!Ji`*5_pRp^+*77}k^#usLiQ@yefb+`n-)K=0aQZTwKvGo9mlB(aP5GC)0l+}b$LK?`s3kGtR4#yGMOnzMUJ3up
zcQjSN_R-KlP%v`tD`y45jKd&7vp{jHIs6bPV`EU?MaxII0pEhplhtd1xdM2lRQ8)u(R#fVey02qa!W5V7FxAHggmngG
z8gnw$=0>7FQU<(NzR&H3#Oz0_m0&bUFMPbyaG(|%4TQ!XD5zuU@T_VgnsHSR&tKvb
zTw*8~IFfDLLg9qnGez7MFoK}t#v`}1vQiHC?lxE%i|_B(iFsc>PgETkaftB^3qX9N
z_>%;4X>xAiH-p726;M6;T*#@R(NPOMQ;@L?aEF#QA41B5Z$lo1xeXMMv}^5WK`XUX
z*iaX~Am9U@b%6y+$Z%W>e_BI*yxpZlTpBUZo;~OQW18H1Xnf&`iHSXt^KE1wsPe(#
zR0#W<6>h0H!;oePw;Up=K$@+!bzMfwz4>F;RKA6JdFoM#_t*V4)0`8{q`Q85@ZVe5
zEU7<6QQ8ZK9a3QFSMFne0K#I~(}zy{&0m2$I!k=a5VLpIXBamyiIJuOwqj~Dq+B`b
zWU+Mn;VVI?zQDqm)-~V(6DJX=vcZjV#-c$7U#$l=UF8Zvj^7tkZQyuvkeD&ZohO+?A;4%
z7*PtrU5dNGW+puQOPgd*>^c}5ys<$UhzLiV6EIN-p%0)tZ>qnNU^T3K^OaREovHGT
zj4wP~*J&@*opw?}N1`&Cu)G)tG}Wbg3U^WXo}f6%%3|G5OvsG&hAj-NNd
zv7xC1EckDGoJ^rI`z96qic?hbzA1ak$ys*8=FJg7L4ObzAikJG@W9b9L$_l`Z}&Bs
z2iI@Uuk1gcHL-IFj5**;hAJA**_Ph+r^ZEn|98ioXj;<=8*FOj5HoE3Lqnt3xG2Kk
z^|-3@+Kc2zGC826Wf}va_SiLBTQ9!;zVhK8;hERWu35~ESnI}9f5w>nOrN!lb#X~U
zNwrR+B4_uD7;$m~P8YS;S&?suOvv+>6(a!@hqJRY)trqzw^chy8LbwV(o{7xR-E0s
zVAEMih|q|8aJ-V22Dv0lKKqT=h|~7JmLC6KZC(98`f&eKd^b4vC1?0oWc1Wr+kl_*
zZ6k?gij$8dD4Z+fcV(?`aeeI`DBzcP?Dz&{ShY3pBI
z#aI49nuq`DD&Fx|SMlS&9?j{$x{5>oLQ0?iY*PM*Z>RdCiAJ7}pP#=T9dMu&byU1a
zjfgl6=RrmPJm8@0xKD{$*bDw1JV7<-kR?SzY;0`fq|>}5k`O{rRLzm=8sxj2!A9-z
zE@8}Q;K*n&wwl+!Sqs~KzHj@XPlra0SuT{e|)MQ>MnGL=J
z;sS@ZOLB5D(H-Kn@-@Lj`V-dxTylEoR)nUN)C4@cctU>KL34Sr5wY4>{F)uTdG-6dkOO+-}$!rxQ*JH=4m&TJ(PTJpPMxH4U|w@WLiVtmWVnNg?=%j+)jehu3(oRV0K-
zBpBhmBCs0qC^o}LE(C|VkLMBFx6OEepBg<#
zBXEje6sWFhiqqb8=M@M|t%tgqh*}U!LOyMT%MmdHwokt#?Rm0qVIaq{w3-+3^9KmLzw&riT8`<$a}9tT98
zU6wcv>E@ITKnMEOg3TO0p;9BBQf6V{W>-&YGN8!sQa|2#nsodC*zj5pT_TL8l7k_LZQ{~o*LEqbroO*Z_w9Ac
zbdm5EPr}ChDKj270b`dE7(cd5R_c#XF7GXfK1xV4_lco+s`VpxL(a1wmsG_5cRs(2{QZ-f$AzrZU?bb6{#
zh5n`D;$qS|2wMbRGqgEZ7vN+yy)dRXD3gc}dQq^=(y%tZ8XF)g;qmjxL^65t?b}79fJn%AE0&#KOHaLnL9T`D+c$3B+yn6+
z*Davk>fzz>-Fv(V^9|sRj=y*B-nEk4z3Cv(uGdfuk)eoBZh)xvq)BYmPJt?}wD~7+
zokTlgNP$g_2&G`6KV?4BQDNoa7%iEiN2!Y&J8Ya~RR@ivY_btln?72nevCSRE54Sc
z-tLvvWRlg?KWsBk^}H0^yiT
zj~{Fd4Bu1RAwuVkZk9DLh;BLMP7PAg5j?A0&WMZ4frON#3*NI9*GRZn2>9plV;loo
z@U^2LeV+ajeHR(?fxAFIbCDGdslCBh>NZUA>6N#-crV|DTd4R@w{kxE`QHI_cm$Pk
zm+NVS-1L`@a2^uZNdR_l;}F{8&bT2-o1RvoE;L2tzW6dW^z;jb!c9W_0oZ5=v5z)x
z*>b(!lCSZ~Ev;rpXb3jlQ4u2*;#^&z54;(0X~cgGW`0=Z@*nd>R^o;QiZp~efo~=Z
zd@iiwl9wAhygwcPh4CCLz#&%mTQNofo=;9O;yoplEcB?Za6gj@w7^CJ3lQ2G&Qx%=
zwde+OoLG8s&qOC%PwtQvq^WuEX=p|8ElyiFGw8F>cnJP;9lOtQO}z+MMl-SnDUyYP$5{PuFV;*7I@KXTzyBE%r5SwGqG!K$3Xi0
z8yvn5L`HA|XP8%_*6O2Uj-s-%wa!GuBJ2asid;xPvS*?g-^uu`>?EN;u#g
zf4!ma<($tzL9*Z0|IU1ex9v@A<(oh6dHRyn)yRB8J?O3=-TF9b9Dw=r|99xO456wQ
zOf&fkl5N}do45WSRTDRRIVlQCkkr*Vy&Fw3@T;kv`T@~fT#NR)77=+VNBl~cwDj~+7QKwwfM;SJvbt0DMiv1`J0>llWzFelr;bLXgJ>YFO;ze3k`kWe(gh_
zWl5hU$^vpNK@Waj7aY1SSp4Zzdd|jQD2=C?&^iHUndLk~5c%TeA|`-F4}X6nEB?W~
zoPQEG|4$GPv9I9ke_Eymb)zT!X-T^qbyue6P>I*0bZtMcV<%&5gRvFMAkRYfUy=ye
z064$5m5eB&NN89X3qOBd|FzcB>c^?Ei$eMD*NXqPu>X?M^MCSo$1FEHMYF+?$muO^
zlA&gj(a?X5y2uJHMQu-u+RlL-Zwf0YgMh*Z3Kagsm*p~x#Dg%`2T5d9D^_>kff%F$}K|Eh5IRtJ{WFh7&Z^vLhzJsQeUI#DO*;dJey
z)r4C|N>3xPJlX?(YaKe>DBT9%6=u$L8jo$Fyqg&P-CyKK2z_#Hu4VaozVx+fsy
zNWU2BD%BjzI0RB&_@+n$d8#ojEiI|rNC}FdP-E&ayq#E2v%8~XK6T}Spe8dGB%kd+
z25h@|G6Z`@>_Yth>S(zV+_a}%djk;%2ltwM)1)CyqkoH<-E>qgH(H|kjkHekqA3Ne
zvIdy(Y`8$dt+TcqA}|oTJ>Ax=QJ^Hs^4c+EA{#KI3Q+u-_s03h@oU50#AqkLdLrIq
zFa~LQK(pEP!agF(qAW!7#;6Atc&`|ltc0$g7yyQeRG+
zKR3*Y;!E12klPP4tgC(xSrV6QCVKLuhg$#6B+SAnd1DJvrV;
z=Ecg@XW-I-5m-uX*S2llYL2^M6htcTx|zpBUJ_(;q_W`NZ)!+>9qU5y7<+*|l4@E_#P3g}<*
ztUoZ15=8|u9gVp97(OJkb0{YsB?Jw7Nd*=d*p^Yu22vT3ABjN$&_FiFvJb5ngiPwY
zS^Jj#HhDjadx2}_pG^P%
zUCFo+vc8jSUDw;=9mfxs^KCPSw(&)4DYY4*lMad7vhE<4E1t~x}^?Hd8$s#
zoE59+(DqZ{N`2mar)o5AKruRA8sEmYHVtb&&#{&QTMNm^EPCEccttOIuiPZ61-74ji~^WR~t
zY1ScD;x+xtv&yydpm<(;AUc>6W&KrSHxj
zyl?5DD0TH}lEL@da?>NziqL|nyiW8Ve@6&YZ&F=7wy{E8^x#98+ib7^spZhuUV8wk|`7<6(VXX^SEMId@nd8*@fEbVj?aW2g
zLP3TGI!$C1v>SzMsV9SZPxNt$mW*@MKCowF5HnnpP%Zj&GYhBSr;NPQA-l4ZKYLnw
z{&-`5pPV)ML&(ys9Q&HR_43oS+%|@6p`&N3nbn@M?@`*R9QGz=O@qSoHRFsV0?E{o
zk4eqs`pot3UMWdH4033I`bIglmR`Q7Nw)M0b
z>(RI3f2^b|6Zw*UNM2Rdz>3Q9$go`h507%_%!7K3`cEW9UZkU@NZj)_DqvHC?;qX5
zfU&>U@m-}(9-t6DF<7-yvJ*5dhU(P2lt&$=o0sf88B7iKdL
z?P-~e*^p3EEt!!1n{yuIA%Jh+;{chlb5o|FRw{iZ=J?GZmT)`o#pBT<(Hc!d;~m$I
z2mH+z#9i)yiN<00^N{Pv=;MSw&J#!C0_t`8hJ-ZJj1{s*H~T&G)LYM%9a{+kDCU&I
zs+sgRrXU=2=Y55?+&t^359A6fLFSKq
zc{eIPe0uUnG!zK_Vicy-HQsSog>d=!`iC0LKMRy;>NF_P@nu>w>f1M&$n@-rtL`X1
z^qb#|y!aog$1Jyoto&#K1pM%w?G6gB8qa#u4xe5W53x03qsT22#wVIVAF#QtTO<6nG}|NPqp*ViT6
zJ#1nO@(qd$eoL+yH@mYF18Qe_2^WeDJ3DMxce(q@d
zvA-h8KhhVei~vSI-eBk&eEjB+(luTFI{rzMCM!$ttG+ik(6GK|CId-4eS8o%JYT~G
zWO1-9awzXp<x9}7N20Sa
zu!xAXbewJF^5QQ1qOmyI3sY4!FsLE@cUi|fOoomC=AwWX`J>=9jW+}ZFqo|Hasub2
z{#h+6LHoccy&g=ZhJU%73VtSTR9Fme`Qo-fHXz+|{Its;$@2
zph4s%hw+>iF*iUeBZ80Q8Q^Pk;=q4yIkuqHU-Z-|G8%y>TMR7w_m_7-PdX}!POa$R
z4KBl*x2Os^;tr$Mn}rs>WA4FWF*GYh(iWE
zq_kvOVB}Tn;%03<5Z6s%lpnV#w2^o4V&aMh)4g!9x=izx5u*#o;q(Lqgs+A)Xc3Pw
zEDLn%jL|pcZk21D)UIgqF-!
z{Tw9i5U8U@Tpg!RVBjU)Ii~2RDQRM2c{93b9VU)fL_A`4CSsuLE}@M(b{NT37nEVE
zv-h3(T+BS`tfF?p~
zR5y|y$P;kI#v6$Odo8a5qAC#=u=`_(cG^cIS7Lz%^;=EIW|T&HSb1m=nD%$8_*F7H
z4NX9^D8I!V87AF@DU&(GS`Q_+3+6Tfhw04O$=dw&28SiY#O`z56Krt!E>F7M_PPqb
zm_yed8f|4Ds6fRCLq|t68up1L84rxD>toT$f|i#>r%cs^)%=>1bsi!$kQRI#(kX{a
z?99yNFGL@vVjv(k+@#l{&Bb-~p&4;x>tOy(KC#u~Dp;U6VYr4OW+*@a(R@|C@COi6
zBqcxmR^O^MFPFaH$^ArzA)tGYSfVkj(ig%T0;`C|C6~_-KnaNqG5E*k+`_T|qmJ+2_27vl!{cD!Co=|cgfRE?
z1etq*;b8ITxjXAdCI>?o>%l~wb68eJF?8oli&_K^@q3?Ba5G2uJg8?fEC>UWpK_mq
z##Rgezuk>#xX;O8iY|;-tb#k4*v+9;5|!8O)62lybN<`R1G{Qx<=(s}-3x*CV?I#R
zp-3{cbZQNV!Ps6xI?goAKZ}z4MTdW?tOTmu
zh@DI4#+L@TxveL|j4*eX+J}0j^=QkzXwrED*;)xkIZc}`#umfHix(3YKAC4Yz&$7@
z)l~M}X60!5=>g#pw5O3KH!|!2%!uUFSf3mwWs)L3(t5aK#j<7P@ftbi=(J@M5z!*b
zBc2?_6A;k@{SIHI#cl*%p!}-FaWTra8ZdzpXXL^iPBnQTOkw=ewfZ3*V_P(bkSTw1
zz|8ZbbG{X@+WkE{~I
z88NZ*B4^h3^}}yBNI!%5(icM_p9Ovtb@|f^fSvAxUGIZN+-=$}#04P%useaW_YrsD
z4)p5mIAZy6iuVM`{GY@Z)PAx2RqTWC%*-zUn1RDd%xr8W<^#=5jZiCf
zp=vSh-u;S!f#De_nrBe9rykoDZh;+k3x;4xreHEhOESE=8`iD60M|m{&jjCRnEuy=
zZsP>${=SHS=-Aj^|ArHY)(LBr-i
zDCn*FpIK;tbXG?flp$-A41G;PBvy`Qx&49*ruS-DFtMvqy30MkNT~Cbh5%Fvcn8Z;zvdYbdXsOrW$blOcaUCUcgGCm6RLP
z&v>-#emYN#R7y*tZ$}a>L3Nlv#9jCdf+aHU`BSdDH2NoC-D!Uu!1Z$QW)geJxL~Wg
zzo|?rcFQnYTAo1}dxlQk5)ii@YV?~oUxxg60g8?fh`KsB!Bn!Yg~9W{gU;^*U0q#;
z&)h|X3kwTYVlU@jx;v;A)n7N6Xx-RaSemedC-!
z<(lSQu0_+xMtq=*`5^pskUYi@Ud_}GL27GBvIL?~7Uq$cLhP1A_D61fw0zYnUSKr7
zLVv;LQ=+0iC7d}Q?O?I#fCJ+I0;I6E*4iuEsQYngIB>-?w7&R(LEEM+WhpBq^s@nN
zP|$aDF@8AW(J6FI^Agj{a#~s*NXmQ|K5>BP;#d`OWb?+6lX$#zd=MRa*nRlkG;^l(@
z1>7A)=~}X~7ddl!4^&1guxV+a^^T9wc-Gj_
zO~p1o4N?O$sI=iJF-BOH1cckV|Gd-k)vFIdA`S?f-R+=9b8(84sJ8}Q=Z{iRiZ8K
z+HOUdbnq5X@X{I$(JEMrEa@@DH;ATxUtj>gT20&1E!rPNW`C~Puydy|{vRG2v{x=r
zROpy#;8aO|`?jda51@Ce_Q$PLjWD|N!2l-E)@hF5g<(~t=)o|-xKz{ltd4D1xvuIM
zZ_~w!=gvLF2DuC*C5R*Bu#W>;e>nyqLVebU5sgW
zm+_>~cgkD11<6PM_3PKvgtU}>U<%W*s+GOkw=d`*QyfyzZjgc@UnHtlW?t2H_wwq9
zFkQ6yfmLcrnMHYS-^aF}BptWt*cSTlSk8l?7aO*2)rYmm1esF@O_Aq8FqUGNBKF9U
zQ4;cz&>}2ul35G5O%?pVA`oscpt@r5k|n-4g1_nmGKAsv#DbMP+A`v>IsqH2G1atX
z*5%bwe{KA~CYbPl7qCNvZM)Y%T}ly&o!BQnXsRT+b{O5e-aY<~==>(}(P8?!S!elf
zjB`6r@BpK?`bD%!v`^7k!^TP82wk`v@>Zv2{IAa5JS^w7d;8898B38whBGCSOeG
zT^Dtp-|um(wXc2cYhTW#9Bc6nFCry%ewh1U&aGdc#)`P~717f{R6nnG?AmpR8JOmw
z#dm9f7*lZ8xwd)xzl{xtqoZADH@MQ(SoA6F>og%O`ihNUX&TD9s_)|%4gN3jYHA+9
zG3*cl=@62n{Q#O`@uewIdO3&w#4;NLm(ZScT!as2QaH&8J=%z`MC^R!?%fYE^?6Vn
z10)qq;TuXPyQh`(a(+m}n#!Gf#0Ytw{e=2kG?*T-bw;DiAMI)m&MSGL7_o-p#LNhC
z?tJde2}A@ZIHvFR&ReOEnf)-NTEh^5-MlF}1Dld+dh0i{2;{+!K6ek-mZ3(xJ)e4P
zAU}pPmK?!lvth$Yop2ekO6wX?k&*gO(UY2mmRWYZ%Y@%H
z=xs1AMS$9n{u%r(1cO2o#lOckNJxsjNzy`vG(Vko8ucr|S^G*F&*6GS@L(aGMQA04
zT+x?|OZwdU{ZQQPV*DC{ge!>f4S}}J_(sFuNoi`9jfnM
zbRiC9wAh1#_qWt&%z!vy7Gg&C@aE;U?wcs(jWG2`C#{T-vbwrD=Fd>ia*V@a&?^uB
zOTXgwlmu!~^-|RT!XVa_oG6B!P-Y0Hq;YId5wDw3g~3wMq(km0jBUgKC{s;4vG8o%
zck8!>7;&Z*)mJJ8bAbsMI!!xd9LvyL&+k7fnf=lXl13*^Y3p^lPB;e8Q7&_q^15bW(6Z^`oSgvyVk%ht
zdchbBnt7r+{YU9j2G_Nvz8}wB@h(|$<&+qL@6h2XFo1#J!MdcD7dz*rx>wzByZr6#
zk~TtR3p!3J)0EWEZ*zh3aedI5Meat-l9n(0dTqwe5UH&Y-6?3HvZ+ie{D6TY7
zW&VdXJ+aym*j7l;g^Q3HvvtT!&(2$U%>o``x1?;m7YEC|H0>H!MpN3wxPFURy+ft@
z>*Zo-npt*s$3sIySFe4>N)LM3RgdNI)k4g8oU+-Szv}z$z%o1j5boKZZ
zQOj-@Ud;{us5eeh?)dR9d-cgfYfWkAo9lNb@E+F~eL2I-7T#hweSP|9Bb+J8qXld7
z#w8Ml7YN_q-s@k*3CAqq=0I-I6uW_-De8~3_AN^SU5KY69tkLIvQcp)mii&=L(%-B
zI+_}b`KC$q^<>j_uIHZGFh4Bj;3@v9g{!LA3c~Ui>BBc`<9a&pp@l@8b`VZRda-*d
z4~;p&eK@-~^VHVoz`Sn^*@;Q8sN)yc9ZoCRxa=@Z)reIk{P!77#r3+&CE_|kj$NBS
zR2*hHuwuQC-)B1L?>@HPu<#;(OiZ5xvj#s%5ngPjl7O*8KTHq{1mz%-4xcSO<;Pp8oqSaRODBg&H$>V(}0OXPOKn&p4J3EWA+j
zT0=}YKzxaaay&}QA7mv+wE2#83J#e0K0szkq4;H~50hImo*U#uF
z3ZTXvf2V9NgDArv+?1anW;E79Ex2;!$d%%D2}1|5foj#}Uxx%MBdofpi&L4){P=65
z@YWE~Y_vyF?7v^P{t4SZ#IagJ-6vv*`1Z&%urMiW|L4@N2{lW474cFCG|H$V#PMFZ
zsWF<$bx=*ttv$eThwtMui-{}u0}jZ%5nDX62cCZd
zRz2268#jOO5Fhl9YW>VmeT7b)o?G--@Sn;XzDahR$p^7zN?3S`l@+g7KhPCgVqu3M
z!lEeXBsH9+|1347GCf12D>I2wVxYEcGzEna00@VXlG(D)^D};}8i?M5nXKh
zIL7gtOnE3w7bK76-%P31x7AfvQK<>&;rK*&esdRV5U|cBUT7Y9H73R=v+9|f+w@I;
zdG43kA0mvUuh*tL;MLUp3TX03(^3&m(UknKMnj}?DISF@1w?{%v)3hSVJ-oYqKkoz
zj60#_97>3tb$+08DAJ?(EA1wWPtT7{hewbJR}GS~saTDH+c{L!P^lOY5|57%^#uu`bh<2
zDWY31ueY6a)9Rl0I@`8wTOzfz%68e2mUjk>5oQG
zsSal-&-iQT%B$r&7dGk6(WB-3-(CZzn}CI9I7v56teU;-o=;z!6`?U?H?RC0%@rzm>&QI368c8K6eqS2DFdxt5|MUSD!&bv7|gW)9%8lIG_T+Rj~
z*zxA?UU<@pNe}S@8Ka(LbWINvze0{@0_3Dvxg=}>D}uDpJ)Y$hh~eDpROieF>5uzW
zdl5`ncye+A1$c}5+ZL;_+8#bSaqKk`e2?hqveGh
zzmY3n8G>l|jy7;Owxoeo6DnW75HSvzaZ~N}$}3_*L8KX+5KoCc7sO9DW+sFU^6{v;
z6HF9*zzJp52Oql?!Va;K5g2!7D});&7PIFGn}6`l7b8IT!+eu?u-78v3vxHv`1tr-
zv)xEu+$Rz4!v(pUoq3!hUU02enJ0U%E)&aVkhkUaScI~BzA(XKxrXHD_p$szv4x3w
z{RgReoN&SX^RJsJAJ#sfHRtEsGnsjWRK1bVdQz<)2I8|HkIG3H5q7${Ortx;;Jlb-
z7h~91$}4MVB*DS_sodzh5c9=`os)$R3n6qZTqPZmpW$)fcQIuzzT5{y6hfp=z3A7X
z_LLBY0g9UZ)vNKb3Ds}La6q>vM?)FIsWU9Z6MpS{x0%du7ZRj}16Va;ujgXnAP-*<
z@y0i8W1ZUk`9092O7zo2IN7&g-2oo<=9jr)SH6lRkvxX!3^Le|VpjbjcZrX7n)oWB
zg#Xt=Wny2zgc7&!eZCaI@1U2(}l07EgL{
z%HiU`o9xiT2gl-g>gnh1sy%y_Lk3<*NogtPnmX6+v|W4Z#vE3D?cTe$E#816N4=u!
zYX{S^QefmtE?`9|N8jsBMvMLX_xF`ZS~CY|Mw28a?~Z@&?qi!Z-b34?WHVsTVc+rl
zrKaa*zlF!$HZ8H+XBP+s!*#W)gwy~yQIli&u~d7EX|%f8RMCN*K6kRS+fZ%E^=X_+
zXdE_txT%SW96lM_@EPo8Qogb67RJ{)@}yhY6qSzqWEUlAk1d<&>ea&`4c~nJtfy{|
zw>B1QUAvjSd-u-%lB*(xcOZ1=f1lyZnZZ!lTlm$1&f%*1Eh+4M&ga>eXZPE;P+M(c
z;}AbIqvFeocHyg=n|k5lZRz1L1aE|GpfQh<%bf-e99ZAbuuUSp>hq=l7OU_X%a$!O
zG&Br!9TfZIyIf$GfAP~UKn$0&WwuqTRz4dy4j3__8}oGAcI}cMGGxe`PoKiEI}`kB
zb>X>Q4K-#>!#hUtN&Uq5IJJ+56BlU{V*6Y!VDyN!L!^{d{u0JIRr|P0jt-wv1zKq=1=eL66{FiZ44Km
zn{nz1Sr)5^Sg6U!}P4KFB{
zw&N@BK60ef#*G_Q)zr2fSKZwzgRJ|7;lQ`FX#1op6xkOt<%|a=M>e|LpjjS
z4A1NzzsYE%+M}8BiyJadVRdXzJfHOW%=~M^8Jo^7gNv=O@7}%pB&l?(bpl=YzRXc?
zhvY8DWONtCXn}2iVY#MHfcJt((33NvJlY){9f0w9Uju_4y!i}5d)B&X)28i*MqT5Z
zvZ^z-z`;CXIYaqmj3bmwo-8cZZ=0Y7d^lAz8&Or}hgSjLE*Q9EihOrT*JDb0??%Y;Iih<@^I{9<(R?$EzFbyWsH5Jnuk2Spad%?ySA-
z!;V};W1o5x^Ch@nwj<}|93HcV+377rvNw>qO_W38slb*n4mEqn3L;iVO{
zLZ;9g&WAtD55M&opYr}=#`GkWW&vm3R96QQhK>;@D}F|1G3uBtPs6!C6{(`Ka%;{H
zKcT;ljsnxk6X_acCBu=0;4kk4)-d${ZOHd9caKu98oXKCVct9uM<~$cPm^SF~=^riENudV1XKGm7A1_0uMck9%>o=o-g9t%=QdU9@!RP7rP!k0!zLY3}1O
znvbfg-b*_dr4(@7JzidF&)gNEu9vy5A7N)0M6UXHKULn>E^)hcbuD&;c-&aGZk>2s
zplQPsI3hX*r~7Tf^k&$|k>+G)&&#d0goJbm4GZ)7+2F$J7&)D21sozLO_`F#o2LD|
zxi61}^&lqD@#5B{Z@ib6x63+V+l?Dz4<9*VQFgNE^Mvic!$%As&Y2iGTz`o~YU=Gh
zl6Vma!OL@v2ZN~^diJHTTC`}9oK)78d&R|71R-QFSf|*vtK5hY7iZMnaCMLmvmEfj
z=Gyh^rpNLFKW~k9=sR@iP=bo(v}v7_{-w{K
zs{qK`DJW!80}sPkaelh53JJ)b1wh&_7I}DtiY0s&UW2vMl+yOUtXELb>q2Rdf#n3Z
zWy`E4Po8WvW=u`)s(k#m=kH>ZC!i6_vMyU)mS_^EDQgb^cM-CrW
zRZ_~t-8t|N2g=RGB^!RYp4&wH9n$!6iRS4P?U#d;PYWtILJZ~3+~EgfR2zHfP%lks
zyydYto;?MRSUM$JLc-$<
z1GWMuBvOxp^k13WUNNVt|*jyUFZK6NigC4YwEcU`n7gLtcyy&UGj|b@u*m
zpIg9UbABH5TlWm6
zLBK}4oPKgKsw*qAn450*E5>-kaGu3gSm{qMQ$t|9+uwl)4*y}uY|7^9^74Ml3Mzkl
zE}6F+;CSxrS@NhgS~Y(d9!W0jNHWB%x2NYDj63gf@AHd`50Dp~j4fr%kB-rlRuD@c
z_^m8%O9k+Vr*V;rOp?o$$$#)51hhT$avpVuwp3=*Ei^bd{@gj;BS((lUN{Bn4#n4H
zhS?HqcJD25$2@HG^1@JZA%9NEd5cz@UpMVEYwgZM0`{pnjGwpniT~c)XI{ziA}`V<
z7&&_MiP>kWkojB%;oQy28a81<43XjlM)alf1vs`=*VaCyIFkh&DWzB!w-P(7n%=jD
z98XMq%3UD8cK-#nazHI?C+oKde|~)A5**gKf#D1nwTY?HZ=`~
z=`~L81EK!T_a$*p|<{wpB3g8X|GPCR|KK%=`l^%~f=
zir!anU9^c*gFU(v?jW6d^7{1=nIu0eYX`y}1T;hNJI~{iq`ce;bmF9pseDx
zxo+eW6yX(EML+H2>@y++aiU^;f6(-^xPIdX9lQNG_G32U_>J^oXUUrT6;vi98=&U0t*hE{_k4*agUybm+a5
zhGKBH51MBF8iIiOrM<8BNS75FmFvz`-%NSx#^_Wn)x@Du%i%%C7Cd|y+PQP*1f!uE
zNKD3x-;cxnj<2&W&ytsyhfSVW^pf^L&D*zkSS2M>4nK=_k8hgZem^`(TY32oiQOGs
z-@`AT#R9%`ROz)fyP!eJAr7qVy#hTu7Bf)S$S~0`hNyozU0R43KaZr_MfY7bKG;
z6IwfV>XdNcK+iJth2uf8wR-DAVTh)O{jMpyHDNFdhL_qzho7!Bu5rkHfbF>{FMtF4
zgc!u%=iY}#MCdhMZTN*3XiLH&W$BvH9a)RC9FIG=e8OtXnr)Ys!8T0Ka?cTs1Yd6p~~b3ZiZ?6WuuMBZdqK#f~Bk
z_Vd7xjWe4T9t}ua#ZUZESCWHmk;pt?Kb6sIxC7iE5Oq!6p@RqS(?EQ3`}Wo)abYaV
zI|%B@R*!b+H+XOeSWlgGf}V@c&c7xjOyP6?h9hRa#|(HH@by^rAEMz`+RoXBlN(0E
z4k-RcNdeqQs8x`z3
z3bYO6rez-zRsN2l5#j?N*U#@ewgnrqref(T(wrp3A~*V5uU8cAW7mE#$BP=1kuX66
zu4&D1AGgAHCv(4!?{~1A@aQae;NqeVZ5Ad%`I3#zl$QP>)ZQ4z;=lTULAc9b!JJq{Trr2
zIb12FU#eVZ$qqxlq|Vi4tDoj4vx((vC!SJ0S)bHz^5(DlYa`+*)#QlAmZqjHA+^I4
zRCF>53X~9%WB{`Jh0jzYfDIcpDw`bAN$%>VUzhEdIXiDhv}$W&|G1TbzWziw@%s95
zGutQET_Zmfod4-nsWyQEJTNRwWz^zIqyDVO*pZy9Ut3!{3~NgvIR}
zjWcZ{3a`O~J8B5)z
zwd0T%+0b7sDk`deJ~8TwzJb9ma^$q5#z8P_lVsoSb~nTb(zGcK6@0wOMyf~p`>p8-
zk)=C!(HNgaZYZZxN5^TF__Q2cbVUm
z`3|cM>uIe9_s_5>n~X|9AMzJbN=vA#7iTsl);EZ{-H%R?;Lo;LIcpPG42_H`P{zwC
zEbm3km19k%xwp4>a@iX|<`<-KeT|IN5VH-XjvI!(CW^6%Cl3-fGxGBlfpLNz!}fa7
z%9Y`?d)n*EZ74}hz385*29tEvxAC;=As0mKTbY3tw1u3_E&okduU#w0;^Q{r?@-jz
zvAEb8ZfKBDmIfH<*l4%?a#cIn^4M)uC|
g5IhdzI8OpwViDhllyp0cK`*l$INv
zw$lM5wc_^&hKBBlh?sur$1k038X6H`#vs$?gi{sw_Z*KMT(aZ$DtC7sOd&j}lfQj<
z-T@}s436E4o7%0xb)SW`1O%!|yE;7%5xOhyA>H
zA;|~Q!aQ;a941T<`^c|y*En5&u%XM?hsus#M^i0L(fjTnr?;YH&mLt^g4J)`ysW%K
z1`#sJ7x<`UHa1Vb1!NQnkQ%0N908j*;hk)rIF&+O!)p_i}5c6P?k`%
zifRiky}NtS(*52qkpW;#2$cz`siVlNkekaRPjC2Gs0%*YOQGPqcIo~5pfwAr>?&>U
zfGm>dgrUm9MxgQZ*Op(fbP{GS8@t!d!Cink$G*uTSv)4Fd<6w(c
zOOe!$IT$~3?9&?W`6)}tyrI@iiH~Rr4%>|Ac
zT<$r?BS)ZWMfL-O0P5%8Sf^_hre*;(@%?jI3`*RJ-Xen$P+md1v-e{Ie>m}Sm(?$u
z52@+@NSQIxW6+7pbdYF8VsCYQ{fzKQ-f&J?Dpg4%3s)ot$@NC`1G&
zZ*l&2J%^MXJSp_+DsL}h)Q!Jb&|Fsp8j=nlFaK<63Y_cbl6(MIm4Ey8MDxkHD_+wB
zF`<}`RIu!BxeK}`c+W>-N<9JQH{{^agP*j%UQ%BE^B{uV$M8r!LIO8D^)c?fmO~?1
zIN!(}8>qjtjdY}B!AQCjg=c#7QdfVNk&)pPc?Sw1;o`*+q_m+oRbbmQAzngU3sYVl
zdUaV;ful!{hTBOk9XI}gYOULQh7wu;Zyq4l+Ee4Bppc{#Ja%^6lzSJ|_z8EZLj!rn
z)w=JyEq!dK6TM&2=9JyN`}b)8n5|qnRIFn~WY<1CJlu2jYEwGL`k+wiqmTnl6f`a6
zgah@I!-k3|Zg0ba*5k!iLD?z}?t!GTCr`RkbOZ(kDcWkA#J#G;w%ZdNn!bt8xf3~C
z+?FLPS9S&p12C#iDR#4nTvoxBHIb+kHZ;WN51Jm*RcA0QhW*1`6bM`YzUwU|y$5-DR!f#h2oAfTI-F=*T!nbpVih@uxP|*tZ**=58QPLwouN$w
zgM%~KydbBn(|)vDL2C|<>4A?9o@>_zT)Q>~kCT;aIM=~O8=W&A$T2`}j^FC~z73BN;*&9lvtk6xiw7xpiQXn0-G)Zn3
zmqSH$TX3&D7}2%iZDjEfviymEl*5y(tutAv@&p2hOV^e?CmnWn?70p8=q;exCET77
z38fK#S6@0r#m|FK1aQZ9tJL0#AYzhC@^YM(mKGnn-8|pI(aUacYh%d9pTLeX{ZXR=
z=AIim%G&P4$gyy5s>7GGL#AXM>hJRuc(4`FLZ`2dTz`cQa=bNpF6@#w@JvC_-HR!F
z{-bIaELcovkJq9S|AGbJV)B9E+7HUi1q8yL#Z%)mDu3GXnH`Cd0PaZ?B-QmFHms{o
z^yz0mPR~9=K#MN^ySc@f)9I3tYGFQFbV39dP0PBgl2S`Z`i>go)nQhT9zA+5H+Le(
z^~;;vt%l6I+>ux}3O$}aRQ>#$em&(pzt=j5|A)T11tghy$pmQKOCH5a;K^%#)Jo{!i8YM>Wjb}=P5C@Nao&L)zo!QXS29;y~m#ww!#&_z{B?o2S1v;g;uyheb
zKRTFzf4|>P@XgVsF_nKl=7i^=r?}6qn^TG9vek730-H4)h1UkD>*gxxqIAm_w36rk```0@g>$HiD65V`SaCT
zhu1+?(Wgp(|Epbl*G-t-OV8fHp`3u;wOEUb-tB%nvpDmkR*7hr0+y~jq0hfzeg%D{2{UN1(o;-JahszT9G_?7KboI6Y5MdY>$F#``S*7dzB>xUL8U=k
zIS*#&;*wd0VQy(z0i*%Xb@IfUpXM0B$eEi+r0&NnieMf}v?WxHytS##BA`v$<@)sK
z(ZhA5TEBCDhS=NN2bN8v%WXd%4qUuPqyyuTa(YoAVLH~40fgJIU~fKrP>A&$RzahK
zA%lIsD~tQh`gSeX?WAV$QHgZb@kitQn!1W^2)A~3OiTogx-So@5qIy~r!_u<{uo{@
zTLkH~e3b}3=*`6s2XdNEn$+&`(QzRJZD#_N>9*IeU-zbBCr+x4a#!YVFJ8867v*h6
zR+hP5LX{h@G>#>WbhP3
zpSrsGqQ#59WYtxEpW@|Yta148;Wrf(+u#{{BIzZ}a|KPNOz8-*5kcSQPHAZ$qa&S{
zE?p{~9c)M>ZXyFm1RMQWuwa2cqc>O_cc7zU2H{F_ZaZhr9L8zeX6uvTG
zbA;AZpWMfHWcC*pwGi?GQgkOkpP8d$A2M^t<;$0M>^ZzOpHR-mwHHU~s{bD&%Hf@S
z-9<14`^Rk@EiwbwLoNgIkq)5d%dOOqi^qZsGKn@>#}|RN|NCTam48ogxb9(bI{D0I
zHR>@!hwzHY8u#D<4G@P~=W)dFbl*l(F&Grmzs1^_i!1nc0@t83RS)OYP}4E<={_1`T?;NjEu1x=Gb
znZOxy8tp
zyHmqGi|0xze+_uSlRK8^HTywUPUqKCTkUdMz%PU}#1m$6q|RDI1JD)x!Y|;Kv~_iA
zf-U4K6(aB{ngL3t=W-9uwgIgoF?o!9N7W2Avf0Qaf&rxBn=)mp(%ZRv)c8
z@}oL`J1?>O{Yk@N1Qx?#xh-BikzaQ3;K2rvL*e9HQu&LhuR}XfCj17AZvZkcd--{-
z#q37|Iy`L_i-n*uluL%f=0F(Gc~0{zZ~5{08LQN}Q-O>018WkNEV$|CaNHTEEt=0!
zaHljr61ZXt8`07oBY{p}+YsD^!VM|iAezxUKE3mGZk3gl7v>~6e*5v`J(w%2f!dS{g{5)Dy>VygJRY-bVJ_AK5
z7Zw_7e(=Wc^RPHg$nY5{-vVQ$`(=N`trs~@|5pBkT_1tuP5IGmpAAfYb=8`BP*NbR
zy18e_kb4VRB+Cd#441WI=gvzR845TV_zFmSaTgukTJ~3!HgGbz#k*vr-sK3)lvZtUtJ@JBJHY4F
zB!D`>0s!wV9@Ah{
zf9bmBaM+gw>jWp-AOQ;1u&R?}-@ktcTj+xuiGp
zzWGDmNX4Z^?JmisfzY;f>kD*>d_RvHJN6K#!HKXJJmzkUIh2QZ`+G@MMQ?s`kNvPt
zhQhZ9vowR$Wn8yzvzob%~=u`
zyqb6CaBl9X^twq62yvkrGY_ByI632#A-kN@eWN9!HSpxgllSrVrwmUY)mW{2Bhd?x
zAedzUt;e&IijY!VGaFeYpTcd)k}TM%WTL}wF0*iVFUZagU^$>-w+$o^!e?0Z;1EYM
z?3-0pRkhu7=vD72EG*2_*Ne!%_48dXn$}+^p!zyA|JaiDiO$_6BstbQ8van`iWvOu
z%NJ40Q&muCKH{+Mtt*c<0n>F+H_Tw_U=2{(<)9BTL7(9VH;-*Or98%>^Jm>bLuNg`
zz4uDgatS=O61@;J)Q8DFU!2m_+Ed)xU-sz99N;h}fF
zDxXE}?g|D520p&N@jUTWOI`;2zNwLT@{d%ugT2iXO-&)TLGyMOz`=>{EHp|);**Z)
zMzHof=r76zxa$)-1Tuh(@S@QoY6IM@CvwrVleuj|58&xAFkly;mOMdD2zw^p2=Oqoqb`(!-pM_
z(2AauV1LsP6Q7)YPHo1F8H-k|(0zRBX$^vqEfi+Q2!H)kGwfZNxeN0@5HR@6d@JtYu00ZZp(S|=0$Fst7LR!TGDH+
zAR1`uMOm%z&Q~8SHJ@lV&R3Zej|xTtP74JR(b2hm?_N6u2zq<{kJURxO4^r}mi7%I
zfK|YuVEJLebu6!}wDXu3dtv1g1UC2WZY4^V+_1mt_jAqFRssK_ai&1h(F%Hj!do5y
zA`f^FH8>M>f+R@ze%S8$#DyIVE#%CPJj?ktU-R{c;z4r@6e3iFfF?wxbNWL+DaeRSgvNA5ETr
zGmTDr81T}7RCgFNYy4EqyF-0Dh_YTDif)hILdV))P5UoP=Fx&NGdFL|z5-9yhzn^J
z`g*ea77zh
zZyX;yS?7(zx9!va${8ctLU|?bUYyykc-|RI`7Qt^f39r*R+WFZ9?RyZE%aX(vA&tC
zkp+5xf^;mj_t@?Td9pwe`q+s+JY>+t*49=?NZIxtjGEk!hOFvH*RF*5fge)PwN+r?
zV(8a2jOoR#ko9jU_7vYwnlxz(njYA&tvHejLLAcD=U3eoTfEy1$Bw;&YSJWbgg1ra
zh2-Rk9H@}jb13pWhcI*5k{5ZGc$d!%lxR3`9{o;tQ;}nwPf<;+IjeEC*HYeM8yKat
zj_GQIBh#0~PoC6=dG5EC***L+O^KjtMax(mN<_DdqlB&ui={9^_*?90OvseTyTuZe
zMVLqWuA2*kDXJy7-T=C+#IeP6Utku>nG?H%>feSmMseJK?ATs7y~*`SHG|vLW}~pG
zI#J>nPqzv1E6N;od#-g^nFiNda9Zf*?t6cx(i4j-Pv*~21_aoCR`8L`wwXJxtsLqr
zRfCo4f|L_C4^4qNcdh*M=Pqz;MK51wzIv5buYEi)QH-y3&bMXP{_OL4A
zmVrF7zA(ZgXQFJgFGm}wT3=tE!J(m=YjbXP2bs;8=QNj;E&g!cgeXrmcz`UK+%h51
z6bVHX;RrAkz)h%VZ)ar40lvDo?2>WprK!d8qxU-xzIH_Cr6cPz`;)6EB*o{B$y%x0
z=gaYz3k9zUv7wJzoeoG)GBT~Z(9t_6Bq{&jFpFg=E&~+96ufnwMYLAXs-j4@;Vcom
zrxuw~+6WE@)u?#ATj*CIjP2U1R|k_@Lzh8(M@B^rXnw&JZ@I^iWN3*{
zYZPw>y=b_iii!n54f3YP4UPZ$6i?m{9Q$iM$7b=gX^(p;c4jg-j|Y%`u!m;ko;_Lc
zBJ~9clbsHD2%BA@BN9|J$MX;ntcpr1_SnKa&dMA22R0eqNiUT-aB0d9P>!b-+x280hPsfGocB$YL>5hc>^*<+fXK+J>m
zF(pz6emXr~;8%%8LIq$b1xCf&%d4M*YX_m6qf%6=A5MGjI3)(ud6X`QRRjlS1B-No;t
z()azyOg*1Uh|y#LZ|Pb8KZOGW3QDWyZXpn;k96H#y}ZibjeE66A`SghIl7L39Y-2-
zJm^n~D7oZjMlPhJh)fysV)>Aex^d(85+fJ!@7_N;lmq{zPgO|M2Z5VnW2y4r^`+mu
zpS^!Q^nT9dsZ*=yDo2mEn^@kap?P}#t*t`a+pk{>9*#K#e?FB*IIu1w-HH&wGy7
zfaw17MnQy`Vo1B76%TJa7G1ZqvIO&Q==nwtO-?vKx!-^;#xsH^Pn&j^2z>##4MiKG
zZ3Jo6T3&vDzP=)3eEog12u7ega8%LhefxS41$QBB$|OXiC@=x2=hL%RH}>fY{nKsq
zGVmLs!+uDiX&3Q|OnAaAV)w7e9TAlBx`mD8T}(GV#eQTo#MIWQbHm_z%$UI-gf!t{
zQx0Lrr)lYdU%91|U_!Ujgf5*y;GHA^n3JNPm{knT+G{P5@->`yGO$DY#p
zsQNm@G8B>P1wRfQvs)s4xFm+X%%2^>zqSBTEz8m4PK|?e(X(|>YTEcg#y2B|?ApG)
zmB{OX-)m=y_=Il8(5Jrd7TK}wEd);o>B~T9Yv6DTZ8x2yRy3gj!*W9Z9(eNvGZ9?W
zZA492f}I3oC)6yUg&cCQ=nue#UA=K5c^b-3WGrX+3sy%$l}PApMPkTqaqy=~KLd
zlEa4dr*-1k_|jeX-=-{^wZ~tnVbeT%_>Uh?t1(kic9i@(d1Fd>fRctr9wpF4TB?T`
zogfbOq#HbT>{!IoUH~*nhv!DTBa0TxQ!WIG=q!k#z06Qeoi4QupTZo)V!&oidHKYK
z{If@=rnY)15DYnsE)vZ`Q_f>%Bf;DYt#62a(d@8#YgALI#G{Ds;uVIAtU7K_z^Qi;s3DmWrJxBP6+fqF3
z$g~`$1Z|Jydjc9I9R_?wW0TD*32_E-crhCTx#5H)KY0zEgPRP&>G{!GNhn%?-Rxv=@_9H+){v(Xn|Eu}kwIK3G&+&d&yCxJN9yeI=
zG7FSl53J^)LrqG4YHu3_=?24_KXbfpdxzL62guC|;6u+oeIBFd9-*mO6%@HsVROv?
zKZz)_3dyyU82mnJwxR3JgAoeu-8*S-UJ8!jlnL#6cgx$qnwp;6y}J{9QAtr&%^IfZJYI4Cs+`OI80fVDHL>_)@+1>vVqXlaO5oqYupCd9AJ)Byv
zUNdD9A$#S3{OUD*cHGGKC#hG&qfM!AwTXA&8yrPc?AW1$Gd+sz6l~s}a$ZG0NV;j+
zarO95=<{K5!}$SkAsh@Lvygg}lBhi9jWqtlVL|H_Klj`_lJlU;xDz=M_f9@{uc@lC
zAU)Hoxd5_2qj$yd$G_o$xep&!QZ+n+_F`>vB&tBPciwB(IFp+QuZvcqaj>)6Z(1x^
zX&~tKZQFv+MU}lrWhKPU6hnb);S!c%wpDt=@!D!lO{vmp%gOzHAlc~UzvVA>GsL)i5h$Tz4eUa?uMG&OpuGq)|fc7W(OMvEp2FO>qmd7i>4
zaB$L4N;HVR{-
zKt)l57i@jcZr#4xEt_R)^*pLj4=o3>>ihSDnXwQ$;lwEiG6_~9Fpy_wwzc0JRdDzi
z@%zM?Gt2dZ%E{pZ+llI$NaePC`QXwuD9C&F?p+MmEzHvJchy(=7DClNJQQ5Q3!IO5vgvd8RL>pMn0uJ;=_f`&
zP+{984{8%&5DF-5ZfZiv-W-b7;sL?WnnB0>nETENoSusS0^YC~FvzWl{D`jAcy;By
znI%JdX4^LU4#TF%cAjU1jK)w~Ksn0n-|2D@>
zXv(N%?&RjSM?`K)_Y(p04uyvlJ^iFgz@!#(K)WU;qPwc7w2>2&hm7#a#a>vK2>=lU
zCTPd(%yU5pwS!FJQv_tC!Ot>l9s=$0;dKvP6Vqw|TxFgv}7Ao8(EtLNHXtM+m^7XRX(gs)&rH8AnT^
zv}WNE490v$T)1>;M@)={|DVP=m^k)f0Y@LQbTSOtt6Q5j_$u=CCpTej*%s)xgQpre
z{@0i9_uyv`3{|YUHhoWycf_isOB0gh#hkFhN7MVC4JS;{;4Q%>iqUJHV)?swJH`Ek
zu@Gc}V3{bMo9F*L)X&gRRggC%7+YeHppTKU10}6cjsui;2{!sGElx$zPO^T&$&^#b
zabNvM8e6MyJz^$uSR@UT{{vn#mE{YU-+fRxs6_^Y>vKMg>aliqv?ON!Y(c3EnV3}X
zu_t?sFCqYA8vCO15DWq`Or}j+GvFrpm@jk*1o>&&x%9=09-IIE)FK`xywAYHVLXJ#
z6Q(+_ZfggDBn}q;1Zbfvcpywq<>VlzI*I3Najj}O7PXU;H@^ATBdv{sd{tga@p0v)
z|CXI%N(Jn-i!Xy6K}$-Ej_$$}ocd7|lt%b47{|B$XO^QZh^_E|sU+$Q3(thH^a<3)wX%Z=1*=@|f!~inA
z&o^R1mB8A<_=7yHkMip3cG1>t^z@Rn`do26G|Ridro55qe|aFA(EqSm@3fZ5%=7cd
z;FB3B%>u+!V0M)QBOSSK-!6hv22>|mKhsgz7z`Wisg*nW=31`}O&@pFaxTjW^T+w4Jbf<73F>h!Q
z;J%ai{`AJQ4fRK{PfL8JDU~Tj{!kNAEph0n3{+9MyDlW~1fp8a;I^5>g$WHR`Vri0
zC&FIIRa;GD?Qt)7Nui#Lh=}kk?7lX9e7MK2h${>4?~2*BEi=SKCSk;UyM*@`Oy^ci
zHiOGm^6y$)X|qKLbm%<|T6;L*lEbP#Ogb}{`k!Lk;W8$qm)EFs;
z@nxaYDq;?RuECC$i*4m+Qa&VOo|<*{Zszmnvre{cX##+moVGJQ{B*o_S!)9CbTiWM
z(zLTj3Z7hmSbmbH=-otL+FI|*j)KgE@oG0{Zac#wghT^k<@
z>#hH3bf6e<+F<)DD!;}%TT-Pdo#F9mR3bNs?AQZP&5oqj_-SdNEum1pOGNd;z7Xk1
z2K@#2pu1qyiAs!OXzw*bD`sKz=B;tAZGs`ylJZ}-%69LVYUuvaAY?Vd!P?UFUPyv6
z(c__#`7wP#eCFUSvhdTfvGqE~{L0gpY9EnhhE%vc&ZlW}jKbTsI7L&)fcOmjXA!5H
z8qt)7o{)SghV@|5mZ<4TSkb>dFF-KQ&!0C2<;PkquOIj66`BYepPo=7f-)3089uESIaIT-(Sc$T|Lt%-
zSIDzWt>=DrK3{DLY{l_**`s&sMaP7hGkk3Kyi>>Lwfn`}?73wgwLNxffuQ?XqFxi7
z_r++x0XgNyXfX>WkML8n{t%NHg>W&OJW?-aks*}PEBBY#S;{0#(7ffOAkA_}XNdW_gi#CH<%^qb(WtX+#
zMq|gmWs3KXDB_>HPabz-{;H|TdI7gONSVT&zUqK_^1dTS!q6-UjvsAYI|YS;c}cP2
z%`9e6o9x}e>UY%3WLZI-igIxL@nbaG(@tx5KKr7p`09$rA#3c0e$eYNbIvKd{zoQD
z^Je%Qy_bL7;_1K22u6<#MHdh*`wo{pX8%C;)$)TycMNv=cgeoEdbQa9^COQnz1SUp
zL`jZ1F373GLOgk)RV3V0ueIjz$Ddp?a>$U5v;l^^OJnF^%7S&O+O7Ho^w?T^Nme&`
zWe#EircF9#WoIv@j^@BL8|cl1b0=;l#JU>kY?<-YmTHI6zXeRL+M`*9*HsI{GnZ!x+X6fQ8RA|{+re75AJF~({wH8_>x8z2%L8W&m{@LM
zTi7z?AN1E#)-()j_w}>yz;&LNhKrR{^_3Z7&r07%?jidg{_1xiH(L{Je?qGBXUPLdSKB9aA3WuinB1p$$aqNAcvDCt-6f0jfDh3iu&
zzfnZaoRYig+t+NZDsM4Y^kX8|k$rb?L}_I=#1G>B3KrL7O#~Ec{eZ@&8}$KN!2Fqut%zM|{eh|M(*#
z&ZMV0@@1AqFK^00m6QuQ$;uD6apuJ(KHR%!kFb2SLQSSwXP?o|W7nS4UsJet?OG(`
zyaJc$_Y2--I@(vSs*Y@5v0_Em%s_TcsF>GIr5zMXhWsYXfTPdHt4ErL4vRCp&qf~&
z4GrziooJ~NnxDEjH94u8%AsnSTlenj5msJa6`x~9mHPv1P47fu3e%~q6t`jit}}8Q
zR9E;5+>#3tzPD4*a(-@>hK?>OdmyX#zN=m4nyt+5i;B*d^N)x}GK9ylvancO=53ZOUQlP@b_$!D)gIAtSNd7CSidP69~qH-dG68o&Q7a0MQI=2
zzpu~@unTiyu!*RsS7fm}?X;n0qSYb(;H9*TENTkn##XYb9DTwPxDy6)C)B;m?#;W0
zF!id?)bJcWER8G4B_a&zslfA$b}46O`djlg
zzI^#YwQk+B@bK`Z%a(CpdAoXcwCdu$aUq-02s^)njEsz_1~sB$p6skYcrRI7TfY#v
zm3I5~ZMjI9ea$9C^ih}6;}~qZcE@Vuw?xike5iNqh~%~Cd0$c@h9?W>wHk=wX|=5i
zYVE0s=Dzm%5QgzWUS8ht*qD58Z7jF$N8c^wDGgZ`(JMFXiokG+`TP4v$wzzo+YXD+
z3)rMo%%vITYreX@g?<%<($sMC?k4=p{9devyxZKqZa$-iqy5d^y_L*mox;}O|^Srb@fyPolfi(5fS+`JJA~7*LQ8Kx9(!u3+}3c
z=Im7SZkcyQMTX5;76#2(sk!q%z7>)Ab#Yl|(Or2Km#_Qu^86S^Ci>RIz&(F0>2r^F
zMQWFLMq+U34qv&Olbbu%8=r45(orUQ;X;MoM6>STOucS^ensG^;*t{Cc=g<)=3P?C
zu?qc7nX*;k7wgv=gJv1al?}OXEcTvW#
zZm*!@Hh4z9pe}z-p4+gtI?rxq^dsM(9&UcR!^c=ISx3Uj4pST~>cOUuM|j7Jn9H)0
z#G8}e$BbL}!+B^$E8jlY%B@{Y9jlrtb7$4Yyq@FuVo?zh={qaeJLle4L=1fW=8cD+
zUo3VG8#{Yxp3ysJ8k^Bi=ecbsZ_G}9a~+p5_&NEb7>hH*URxV`$xk>Q57{_xJN#W_{f;ANwsES**Z=x+?i?vokosi~^daELXiiK>;YY5RTEQH+co
z?nrVbO~2~gnl)=gFJ4siNef`
zoaU@r?b0zQ5ACj9(roYUR_=0%#Sque=iK~p#qWgKxr+j0&t!3#nrKC<$-D$ZgCpKY
zZASG(-erf4be7jKI{XY$PS!bbSJACH_7cxnf1{#dZOo_oWL>}URJ)a{HZtV&m|%|T
z3)UerN`?6e+)}{4tt?`6h_Ra)XXWE-yzCdI;V_%3^v(CUiLjg2kQsMmWTYF%iX->B
z8&ad)+}u*kIwdW7szt~{NlHEz78W)yqPIFeHdqmKr^UL{?+Sfmd3ia*($s79GRs!3
zlM0vgqu#RRYYJr++j6f6cBNusp`b<2v#^T+ajAxNJq5on!>09pGyYYz>ihSrB9-^o
z?@Y1iRS54da%EJsx6d0NXpRmH{LRT|$&w}Gf)q;I_(_uXieuJpe+4<3eQT^oVeWsNF7ca8EXq4?M&7CwCA8&mK?HLLx#yq
zrVp*H8gAy3LzlUYTYfrg<&AvgBMVnt+=W@vw=3b`i4(Z(GByPx8aBBnAFj$MD0tf1
z*@>B}rIKd8yE#u`|Pf{=Ivu$ifa|R
zByv(SZrT*MQE>9)vQ-=8@X&|@oLINQWyamg}gJBgh<*JD?>nZi-LOS=ujmUPj@|{hc&1?qV(y$xzxW8^kFr)qCDYK5!PjPD5M@_z-
z0kpfdFU|sy0hp(1xV_|I?!^li{*aN8IePW|rhWVO_omjVS0Vnr3_9(^hMjNJkYduM
zk!m1sg!BMFH2uYik$T&<@RXFJWdTAOfL|V?^M=}LB1o<@J9kE71seijyf|SNrVy_l
zi>WHPlBm~F>b+qWaX1#6K)lUY}MNRh^M7u6{Bq+CQ5Ip?bQn&
zWB)3_G)ML$M~0*708O9KhuwC|5nYv@8}4r-YSnD9jSDfZ?kZ-&pf<+a|K`^+mFiNVa=%pmuz@oOuVFOLxO
z;s~|8w)YY?wEf(au7p2-eN89=ua65QdL8er@tEM3FKd!@FUm*Bi7Y~VjuhkT*W)nV
z;Ydj(nA`q_)GCw#*G=D19FqnRu&M~^K+Gs9E9>`E&nK{!YU9Q_mmOT@15KGSC(Z#+
z0`+ebKwz<%o9Y~^IK2@-{KAP7Cth&rKDPTY)+mC9W4`Dg^U;ql+PF0@j)P#ztIL(N
zD;{j!f7E*TD#4OKG0)^CRd!c~rt<52^o{)T#>sHJuO3TD7JD((dZfcg`3NP@r4iHH
z@zF1ufYu*Bevq+_7R%yTOUqu7s8#g++c#OZZ$eYw-FeMAT(JGaGBS>nRB~=NsqG
zDv+TujL!}0^uHxp8M;H+VX8z!4hu{8bPQPn__Zp4J>%lcg~F3^2v;QOAW9*Yt-I2E
zCO8HVaA077z{=dRsw!Dmf$`^V?(PJ@HZ+cmj1U+tG&gyA8;7bCFa?Ktj*`v(#VU44
zXdsS*5|^x1wBZ+$-_V~{XFUi|i=^Wg^1*$-VP%NOxFBc#Pt%~}ET-=7AKZb6rGV1D
z_xGzg>n_}rqxsxV>(KD<=<}`&QL33q(Iux?e=Ep(gv=|4+cz^vPgR>+8S?!3c3^pG
z!=}4;m#^P>tnYsHYVzwRO-OdduC%b&!LnkxQhFk`Pf1l(Rb+EXNlD(U3ec8fWhmn=
z37=!R<4eUv~*e!WnW9~C2Z&9c|qqS
zCraU
z5OCc>P^XjtpX}bf8?pLHp(|tjw<6bQ``KxgoSTV9jvPt3@#S@I+-^2D(Yd)fsQ%`yk37P~Wl=6Lp*Q^fLr+WY3^yYmH@Ez&SFalK?D*F1
zSs+P7>GPdD?Me&SUgGzaV(d`?V!U63N%$xf(=0AK)tyV(GpZ53{Ai!9q9`8F$jhNS
zcCD-D2pNi>8<)_k>L95A;y;Zpp*RX78@p~Iq|Bk!_&pb+j+)9)F~nWjZHmh%UcaVW
z%aR43(EM$=5)1b`yS10A!X%Wh0%-w>U&*;QG=9qQp3K&5+s+?a;B;8H)7ETFOWzdS
z_pdWV4>R6WBqb%8e|fz^(My_XFZFkL~KxQ}mK$KYaKw
zDblxW-AZDZqSrEVBib95(27c6_5Pfl?Ki&15{V)!H+Ax$vYE>aubcy?!y~%GJz1yO
zlc##zck^8P9EiZCQD@@vn}C2C7G2dJoA;9G-ZSGZ9_FJ|<3Sjer%#`%WZVck=d%4v
zO7qnt_4(wBn)qoSp2b@s+Qh;5?W13h9!{2g%lzwmYm+*Z+MC~B5^T4-uBpvan90?7
zwOKd!GS^#i<|-Q9T{UrPGxv8D)m+iQrR>}NFIqEBP0wUyxd{8!P3`1uAt9{m<~c05
zwxL#`k@0Z_@EX^3MBXXLm7(;YTD>~sLk+q4g8n;an|{Ak`s&WA_QAn;M@I^npySv0
zkY=!s*sQFqjG8h&UA`nNeA@=u8Oa+_LTo+V(TdNBS{@!A@?9oC$}!kD(U;%cAO7(}
z`s7K+hBTvSR@t!Qqg-GP8d42|v|M(bkkLu5SJwq@M~>PrLN-*XPV%hbkFW3CI0V@A
zkNE%`^d4=&I;CM?h$|>KX>DV}cIc4Q-g7P$7lmfOSMxA4pF_SQC7nW?Y9vrFAyM!s
zQc6nCAL9%3${Z{Qb0^q{uOAojVgrqYc?s@mI98=xa+*zsX;_7PEBe(&}_$
z4f$9Vc_49{{?xh@%YGFgs%YD(;qf`lysRsOz%vwL9BNs5Z3VxRQqq3%%PIi8o=`7!
z(}-?SLm{=iSi`zF!gjk5eQnOpliszmF~%*
z7Bx9}6R}bf|5)50yp>ezV@^&{@8A=4}zb8Hn_5(}IzAEP9V
z>}=B&5~oSXrBlsn?!hoe^M|DOn1H9kVKi#!=MiA(w62#*u>XcrPZ(bl9?R*Xf+5$a-FX`G+1004Law)^^
zR0qNs6oi{h#n+2dVin_-DIB$BUbv_Q2S`V&c)x`t6DN@;JoZr7m
zUBv6P_pO1aXD8S#1)$vT-Sn4teB2~Hz`9ymK5c!=$-r~jO<(!rd7cX8UOO-HXDBiHU
z$3C5B>;|D{-sR=%%Z@Y=tCSdAF~q{jd2zp_uau5X7@I;&gmK=~Ik)O)#rR&npq(tp
zqJ&gR7f!drCMQ)SmOY`@5@HjIs0^zkc8e63mgcS9sEY(0ZTu?A5ixTeogq+kD-SGqzw<#USq~$ex-U
zYcs&R-Z1|01&Dj@wBw4V+W=2Aw6x4v5rkSrvGfVWZ2Q1K-0su&kKf%@E;thtBDU76
zQHM=!pszle(CD)>0G3gbe!SD)-7ltGt3MJx=iu*MlV)^@p4a>WO3l#IGtXFMpFMs0
zCB*?;(moM@IJWUA%dU!3gmRIQaZ`v@X-_Z$nSugU=3C*T8k93vT$Q&V>AHz3j651|
zGAn1r+C(lIKhMVLg=i02AtP`BjIr493$NaO26zyO~p5&=^7%$@O?QW<+Rxg=s^_W@68ZUIEhZ7IqQ~->
z-=heVgw_)jR41T+-MZ?n7x{z8B68WfYgddPpOpbrH^TL$YM0RBks?psS^0wBI_Y%l
z_2w*nKuLm4F>1^hC=&8PxCDW_RO)*D6=}=g-)>yl?#H`rs1w{mu-DZN7f`KPBP}ZG
z9477^Y|&e*52+$bCe-=<2Kp#yWf8zxl68IO4jK#quz??8MbIZn0@S$n5pQY+1`Z*i
zd_&$^kLhjPElrtbgq_Nr>hK{P5E33>2!T6~==l_|N)G(UTnJUM1#(i=<{R7S>S@ax
zu?uMGn6gyz{{b=|TeAq6qe?j#HZ(nUp5Y?#rSMh$mtsL3%~uI*auI>jd(WNVkJC8{
zj_|G`nF-3XBS5EgUlz-*wu5&U{*ZF$sE%e(^_jD03Auau@?}&~W`rvN$#JCcO5%IG
z4Y&syK4csw0Tk7z68~atVQ_6L^RD?U}CW&
zeHZv;0Ir%EZOZ*qivlwX4dLQTQ?_e&=wxM4i&R<$^cN46vY6hAZBn5U)OE3V#%7}+
zSNeIoFngQBFWotG&;I@Ay)(Us=N_ip{7#NvtC=D*SDj-CkxKCr
z^>EF1Ws{3*>p60rwbP=dW*_DL>pcUDxBHJ8xa+3Z6+nv~0Re+ON1Tx#nUUO3>s*5*
z@$|#hN)W4oW31?$;i*3Oqt6n68lzimj?b#1x%Z9Q1-9xn}hX;2oRJ7N&V
zy20bsVnfTtsb==_-v4kli*-g-LgYY*p$UO#kBw0C^(X^J%Cxpx0^h=@Bih(JKARO424FueK2UYzl*_A?UT
zL#w~J3dK#0bV5{UzrU+|wd!W3P3mOuw4Ikd<
zev4&nSwA?sUa#NL**ZU$e&xy)vd~GOGpGuCBpU#r2IhJ8{;okw1yYD_A(w6X?cXLX
z_OBZgtJx
z$H7+l-x@ek6Cr)NrKQE7AtjQKU=ZOwCv9mt)nmW`MnjY!H3a~BHAp<572(Rz^HZpW
zz%L-MawOMZn}?X6;F^pG3F1Z^O1E2ld^|~XSr&$fUEvj*h;jp2miOjRAehsIyATu<
zBuH}4o;_qah{&MgcypNNdJ~I?^MeN_lXIqNyqxiaIl%D>FMdvpF*HX8_Z6RZI~tD3(F2zGOoe|i&j4I%31k%_2zD_6eV`@
zwJ5UN!TjKY-R)i)9HaJ!7fQeA$Mk$*kmOWBaG6?J)w%5x+cgdRBuZp-QXFxO7)6C3S&qf32
zNRw&vV3R)zVSQ?P+5m~s24UC(_b`v7Fg!Gr@%1^rA!{&iCdH`n7!d*AIBiq}q9imZ
zX69L!>a{U|%8Rao(-9>8ArZ5H5kH_9SKapNjyxoEvMV__B;7{)lFJ(=AfSfMmLorV
z`S|zkgWWP2q_*v8xiy$N
z5szC>ERT;U+W0a!c!3cge!q8kVxkU@6-21gh7^EWk#{P4%M4PZ!1a+T5bEYp%>oL6
zhzAs6Dwb{J55zVDz?F6jLD3y8e2)q#h~V|6rlwtm&aSSC(9#H+|8Q+?e*WTSm=l0q
zBQeFKbi#yt`1-~mA?aa-Ort#ZDbh1pf>;sUtCsJ
zgDMJU2UaYpp`ja2KLB@#GywL2=)A~j@+vAX)Nl23WBVz5`0#-ZoK@~T5pEzhlb`{#
zKonbOxYS#>zQkPUftugYc@v5``D>`da=_KqiCX9BPnezozZa5aHE3T`P9n79VHiL-
zJfA&d5+QRdnxbK9nnb`bl5aQ4AwnJRQ?uEX=rBJw4bFV5!7yGQ;=ST7-9ncg;5K}S
zIc1~J&x)40*K0YS-J}|Dm>Xdvn;tmY&CBbXRsg=-jS0-oB~+Y*F~asr-Q{ts
z^bH7H;3$IjiFtN;>-tMWVyUv{v+S!tMIoPUY2-9cMZ<=&G5E1{Ea+tq)QvB=4Mnp?
zcdVm3dV$ey^eNGty&$zmX}Rp=k<7LltR=VvQ_7bDc1-2vc~=F{339j=#=Yn1d4^Ay
zjB`UFqzFT~3VfqPq7o7OUbmzX$rbDt9x0*4VcyP3s*IK`_ebGQI%v6Xlv*9;b0OrX
zYQ9?P6!@MQguAQIT*e%r;pb&}hqVg3ATZPdGWKlJL>6HK8X=Ystb_K>&Q2+_GiUBX
zuo#=}jc;u1Ec59!XT0#Io#NIZgORTfIeV~Kh^EM`Rk-ff46F<PAcm!LzjNO23KNph)cd;=zRNsgF6qLbK`gvx?*W2)eBug{FR0*ol-n6!EO3
z8FcO+fOlPm?>u&NblmbtUP33I#lC`I9-A?0VL|88rogQ9Zorii$X(j7lv-yy$1uq3r3;{s<`+*+aoSd9+
zmu*M)_Wdel$)JWe@Cyi#r9?CBEm}!$)f5DWM)PG$70^&Md3LvmzSsG2cK*^C-E#kf
zA~rMq>GZD;G)|#j5Rl}iwq(5ErIRc2c;Xd+`6$#P!c&9y+%S9R&K+*^t_tBI!Ut>G
zmKH3%E{!7Wh`0E7svk!k;P{G_E7<@eU>7pE$<%9#e}5_$nvcP9r=g=Z$0MHMCcFhi
zKxy3m(VIh>3%;F(R9PfB(W8&e^$Tk;EU93t=#Sqh*uDB`2qEDrW~qEU__9
zk)?1KyJvB0lE0U=6Qcu!g=m0i1SYG77Q)VWA2|zIEF~S%YZQ!DfZC4$NbT|g0W@H8
zsfM?u->&@cCG};?DpXPnB{g3vrt>`HZH}aIAfDp7y1K|*gd#Q;7E4i
z@+Am03U$_FWw=%(eUAr~mWmS=%gubePZ>B`jMSRQ!r>6Uo$NUCH$t3xN$wLx#J!dg
zwJdWJs-KGs56Ev@v_k9)@(IL!FFm2g+jR&H2TYsrpCtyVv^zBG3o~pbUY0al)T!-@
z(nl606$VK-(3(kAfRv{Q-HR;jns|+TrEf~H3Ph2Dxxt_@EtdG800%z6&gSjyjs30g
zbnQ*Al#ZQWMC%3#8dFfHrCAmeZReS0Ha!yk`+1k`K}2?h;NeX?ULsyPS1}}#r|+*z
zoG2+Rea7@B0g&|gb?szU!x%gJ4RJUUV+9?a`&sWW2>yi(_6CxEV>Jg`Mr{AO$6eyfw#4$za*O4+F
zZm=8@zQ;f11b%eG#c
zbtB0*+z1v!M*GkDmo877Li8cH4T!b}yU?n^USNWYtpB<_1xr<9Ec+V(9*F}C9*a{(
zU{ovY103cuZN~fb=LHGReiY6UKYr`V7XN^Nc%;DqY{&{NR{_hKZ|BdP>H7NaAs8Ru
zHx0r_$tj#!YP-O^63>S04C0vi^r$`*uo;yLm7!;wT^WVqAR30-UF$WezrE83yvXr`
zrs}F`XTNVmcr8~Z@<8$tjo
z5YewX@YFJp=#iL4)We?;Q6dFyjT746peZ9Ucb<4TvDhM!aS*KBk)Uco^AqF=TACn1
zaF@@XKaarj*27|+#$b?D3qCF8ZCwT!J;H`0X_tJ*m?N8ffE>@yuL@W%12{w6t0*Pd
zn3&F}Wm^&+Y!pu$1<_gs#lurAtG>_DxKcF)f<55q_c1Yb5oZ-Kwp#XmzEZVGx(ekM4}0(U=}d`Ab*I51|-^k
zfg5_)QCYAOdAid-MX0#f*!UE|)o
z76hP%!oqC;&MfQ3m)n5hftXWevLyP}>NirS`AcV-wx?Wg<|QuPso{3A?t5xuqk+<)
z;V`g`bN+;Xn1}-&m{tT|xc3N<054bPW1OcSa9C%gQjGJ1L8<|gCE2I&FGOtKdoJQ)
zfFLXokOUh-wyEDdh3bMB6A(SP9p-Eyf!W<#xsBPq+qst;W^%iqKZf&yyC
zqCpE2s|DP%P+$Zr@p)44VRd(7pVVPBYjoM8?k43)i`|48LQ8njDo!4&0adVYV$cA>
z5F+SvKqeQ%F0{zXk2^0NPy{uTlqhBX0+;Y?D1N-awZqgs_IB&VKS8-%180_PVxAKGZO*;xA2
zItnZ=+C71%J^l4*zRlb3v3p$-0;50nW~Dc+%IeU&C{1DWSD#!vcxrd?iuo
zD&DCoYHC!XJBX65s=7;-M>H&Kpt8!dmXp7g
zD*i>B{a5-w%&aVy6u?rYrnZ#w`3Kh;T<;JAya?i0(fdR|TAG>cqqLQdbCG@-$KK7F
zue4!kh(Jx)jU@r61!dPWP7QTbh2|CnxKQStC~G<1agweX&;kZZZ{cPoum9aWCmjPl
zOQkH&{!?Bv6;n!B(PuAEs3SOMW)ajuIk`jI=g`v^FQVGoG!?z>$h_Tqm;5oF{QqlR
zGt?!Ji%7Tx##hAV|D>p4*WTl{Fc<|!ubXRDwABv5olabrb+Am0fo~$TLPNeoKBT^`
zp2~%fp4?Hij$KtAM%}O9zJXkTc+W}51r)kc5KE%P7Ib_{I@nRw8h}%hmElZiY(xMK
z0!9Dop8Ud2aBN($L}3RhAHd~ABU2K?G|G9CvF#^kx
zvTDN&n6OBA1wySBm`e&}{`Lp9bL<;Gy3g1>g2nb#S3WggAG`cHL!(9m6N|b5^*Z;Zo3@KWXCze7
z_%U$Qgl&U_Sqn6^PwmC;sBDA?&jp5@IP~Eotwya=DX@9*nKx@T*CL?@!6^L!Ra;Ol
zVy9aOMAKW1@FAFgf4>=~$1W1UktU&(I>`1e#3xGne$qZvcLL2cxR;LV>xS7spT5Ga
z5d-akPm|Kp(vrIs;r&4HiVIR%_%^18@Af==_q75p1vR<#*J+o=G=2spg8qZ<>Vful
z?N)mM^jge+Qu+ql86b4h!5p?Rs!$B-8hOVz0Liv8`EBm(+aonFKD1F>(h9)4AZ_&a;3oO
zc32DI5ib*2YSVBNlPvoStU-Bp3jqnG2NMQyQ4sqHi~#2Y?5879y4`H%9->{4T2AUG
zNj!&wqs@rzV1fO1Wo%@06!z_^qd;jgaSPu{X=_LzZdda9%ho=v_3Y2+T7(yGQQ}Xh
z*qckgl$!_Xn_2`H+LXu@{^jtTb8pk1`onnoqA+x0uQEF=dB-X!dfk>ex9CTMDeE^y
zuZ3x2c?m5^Mpl+)*RH-EQz_^F{I~u^U*n7H=(Q*7X=rHn!P;`~-aS^d0ue<9uj1_s
zOLI?jO;3*uNskM{7FOc-MI#AT+5QU}3A1BFSx6QILY$hJIRM%M
z1pk65`3(^5-=wE)r^HQuNl&G!%N!e@{0AbEDM1QNri(&SJCW|TnZJT`M^P;}c6raD
z?GjfH{o`!Y;;#R{zpwTGnR7c|)Z*uKUb@|gG5^5Y`qRR{2|r=l{(4|9)9ux~xAzvW
z{)2_%;6oRe;Ju<}&QwcpTB-Z?;O$~A-kjADj~+Yk*~8+qcF&RJ+fON96;WEhW6N(d
zmMuazv-WLS?jb4fHds_5mYtO~Q&$$$Q>_->Lw3ifKY?c3-x`f?{0%Z4|68N+uD>-J
zKmJ>z@%g_s8o&Hoqw%MueH;{u{X;jmE%I`5pViLAeuK)6u#rs`CB>0T*l|T*EqZJ|
z)%E5pT-Fb24z1=5S}$CaYNkjQC54i@bcw=xvIL1y!rgsuNm6x&iB>8odGttGdabPH
zMSNgmKPaau9(eoqnkygWL`)t~&0l)|o_pcfSK`+{!;hp>?jK8tQTQrkkoY}1XMg@A
zg2wvohfb!q*hItg#P7o()-ia>$u>t2f&H9+6B*G6!>FY;wWPabGvv;8up-iqh
zr&$w7{43}m7#2KM*o6vG4!mp)3VI9B5YSx`5*PCZrE_;d)TzOok;ky)eYN|E#x+Ay
zNFUL5CcLh*GZpa|7E&z+0beJv)rJ+YOFZ-S?X&v{AtVZ12k}cXi4Zc35Wm^Q09Gdj
z+yJ<~e!Y@i@`Ncjf5h(K=ggCCDF*Xw`_3?TH4T~NmTQ=`aMRsrp=1|F?>T;42@Xa}
zWU8?ZSPsPFDkAbA!0B92?rww*jzVb3o#H>-Ziaz_`ZmZ&JQ1YTyl$k@_0AZBdXNwUGG@V
zv5F>UyHv529*`RdQ!R2qw4J_7iC&5EIt7Jri3xXg3*_Uj%m!tf{92_NB(sZ+ld8<#t-LbGif={{;m(tbDx7pJHj{0Y@C
zriCs-*A9a}7bHd;#&FUb((~!1Q*-Fz^HkHRhA(7w3gs`O-v1(qBA}I)5_yI=5P|NgxTc85=JhZ)8F>a0*k{0tPF!nU#au+QuL_LnFJdf*6Fw6@M8oiR#QGoQsho=rw+}(c=p#y$Evz=^wxtIx}tP=$ey1;d-
z1+x$(kb!Jg(ie!M1USI5D$Ia1&4KoG>5aUfHwtVr%UN*2YAbs-w=aH~&0XwSDQ)dg
zlns(owos9Qc?=SQxp+WriV&;qRhPs}x`hu*1&})q(iG*7S+_61G?!ej_1D{3M#r#RTwNz9`FTY++7*^uyKy`>H
zuhyRhf0@nDt5ulfa4_{KAtkV$W+hsGRS#aP6AUUC=Z01-lyjhzEYOuN=0>{rqT{ke
z(JWdApO;0ww%6>}2?3b>NR)=Z6}o|>n|bk!+nv
zN+Dbke;IC8lvnQLWLmC@8sG)Z_od*+*xlacXxhGYutwyGPe
z2Ix@B?}hiiaeN9yZ}j+)SLl$uz$@sp``2eSA!9z>d%n2eGCC=#(z6^*YRS+y!iXtS
zIZvmIPDBO*L*K9ZwoTV$&E@qr-=Cg0N7EK!k^wyAuz%izOXQ-;Ai6F_K6Gw`aRH4S
zDeCr9+RYC0vu+^(SwxdXT;pqB_lxhc+=DF*vu71*{uGmM=g@wV*kEDb&wiJ1uK+MP
zUaL8j5>6^BE4zgd6Dpjv#DH`?*$E`GTbJut1ySev6m22EAgs`kVZ%b
zyHRN(SdvWCc6%)vgoM>hKkU@uq%a$${*p9N_
zw!Eg3Q&AxtHtEK_zwEq0R@#bwjgV!W-~3^w4(|l&Xf|4`$$0;$u3Da3l~saW(Qqn^Yv`8g=o#X*y!J-Lr#Vbe>U&s62W8*NPR`PU4Xww-nQ;0Aok^3atai^!zrKwU
zsPJ{mFXVWfZf`;x7qn%xdk;$*QjyCQ)PG;t=SUp7R;)vZm;TSUYrRtZ>fi4bW2d03
ztZzj~Z@g0JCjRo~7ytHOE_rA*t(HXm`$~aa!;!bJ-?F6N66|RCfJ~d#a-|{fe+ug}
z$Qd%^^}i^i{uhAa7f1A$RoU8vY)ZA-;yAjMwBwzWy+~QmfBVl3rs^Wm^k2g~|Lhk3
zs&M>^Cr+VcuRYmJyjx%?7MEpq$>KUbjCG7R)No6$rHp$EZkLCIhr{#wZs5qm@LD|6
zE%+7L`#Dw#zTJ0s;g2c*t=jf4Zt=fUD*vZ1_y4M8_%F`!|D^*68nX(OLyb{-a~Ryr
z00>gBd?w~i_Z-MBSqySx%a_nfM(5jY)NEcQVNenHJF>ivnfAh`0tJ67c+Hsx*hfyZfa4%3d$CX_zh1Kh>J@3i
zBUL&f_n{*v>z2n^HY2T*BN|X5%A&)E=<7HY$^VBgcn{JuXahqw&F0M}X?crxT)?^+
z7b9Xj+TBxeG6y-5$L*@JLTWGZ`uvNywLUv1CPtj6>Bb%4&{!PNRh_P}5P~Uf^UFW0
zQS7t-6{N~U&YtM`ocI#Df9Lwdl^YpiV8d6mHbT7s@XY4mFfaRfVDY|(R)AJmf|5iE
zR%@mY+s%r{TK)pD60-&X=-{(>qVW)w2JDTPz5UUhi!)(%VNcJ~zd)olc^o)N1}$^d
zkdoN(FM#pM|jX&53VZ*pV>BtNwq
zuT~IOFGvBmWc97di%h-k2QJOq%Bysw9Mr3xZLGjn!lE?rPngXe?V-1o3muFa&d#!PY-CR^iw7GnAbRQcypX$8}vd{*ZCmMmnZ`!FgtVzqJR;%vXL;ew|
z^fm5`FuSJf*E;!=t@k_q$K;nOY|amz<=r%{SfQjNwCSG^^6$`RQUV&Xys9cF-Tj#v
z-S4Oltd+%rZVr_@@F!6yZMX|Q_lJV&A(c;LASgDdJ+@ThOQ~w;w#)h2NF(nrRPGzj
zKExR
zmR>JE&QG{jwRg53aInim^E$9QMd}UzGG@~B^5TVo)rq0q#3Lj5G9yC?UqsctJ-C8p
z=DgKg@QS8$Yi_^J5pKU;jAMzo!`D)+mC-vr)2Lzue{7g-dm|yB7k~Yul%8A!-LdO>
zg#3Q$yhwgqID#==So9Q%5S$=m#k$@B`sGgr2){~R_DeW+pYiLQD?B*CoX({GY5c4~
zRmLN?Uhe{3C~k!tL*Ax=aN@Jeb1Py&6R7MH#pb6HQBl*kvtaV_>v{Gw#*sw30LO!7Y-buez`sL{Z#U9+722v
zE7>^UlzuEn@;bj8Kz#Z6<c!ZaQOJl!h
zW4{8d$IYPyMP%B&He}1iW~C%$FB+!k+ZPBmG-C(hFqG_)-#7ll{`*sx{y$fx{yjPT
zZyI>v++^!1ooum_0;evWmI#Us3ahATyTqqq>8DeI|e`~C?_FB7+~TJP9Ca@4|l47pOv
z>O|^mKwgXEGYM4lvJs~@JN0pNGNq(u-ANnot*Es>(a;co`qE6ho?-q5qkgZKv9r7>
zsT$;rF?S{a{Cd?jw(pJ8KPohhbhL4OPQd3$?v{kEO{?tc1Et5NCve=rKo)5G
zLWhkygyfV+gSOGt363gZS)0DTE%M)Bg;NvAxKdNgwOf$0Wy$FXC`(y!Kq#S;VJ@r2
z$u4K%I%wK5#_;{jop#cO6=iIPYenst%Wd8lD`1?b$
z`eSsJq1}=aog7>OyiF%)n*kehZf`Ecb~>~O5Pv$3tG<8%B`2Ul1ya;%UBz8qb)Ucg
zyWC6c@-vW8i}h#WgXj{ix8_1w?w^OS^@=8@^r++jN@nF=)DUUTcTz9_+ITs03J?SLGoGh38B7RO@q!Nt+
zqzEhX2}h66`NHi)yMj0|x^kEta)863!*SG}Iyv(KXGy`;76N<0g(!Qz2U)MSzeGc%
z2u$>F9Sp|XxK{b?dJiK8cwRCFIA14s^6Nu3PEJL*Le*`5oP`rn0ypQ*L_`w^a+SDy
zVpA7!g8)4n-E%uxPC+3mDQP%le7LGD8Ker>?<%-NX|`+$#wich=jF)3AQ$<6+{Nk~
zL#NKI);FL*Ajm0B3^eDu{vKdpF9-R
zBgtuz5bKCx)N-IH5@M+a1S4|T1$cN2P%z3`v;tIi7*qM)U(zPa({l4=cYSg=!Apk=
zp94*^m7`Vn1+)=&PsQ{BFac$l0_!-Y5J`EUf$)=irz}!`!O9^a}GMw&W=yJFNr)D0)fh8ReIrEP9wrvRhg
z#f96o)a}OPAu#Sh4=$PQZX8z94MqIN!~_pI6m*a+@FDafXhOa&g$?s#q2e+F>Ls*o
zd;RYuqXWttM4pWmT}^+2{YO|XG_U8+T5hGMH$r!WCXSZXVt}HZjCSfl-s|a&N}k#X
zNo5F<;s{n)RqZ8SJ`i}gaPGR6%VE+2oXB2+UeR~re!MmOGkwV&I5TjDQy0{rrq@
zNN*|nccOFhFw>$tZz0yZXe+nWEy-6vd!ji0DJ75LGWDY^Cph?Ph^2qL#l&D5gqIVgzFot%k9aQ=J8Uq^sY}g4mjLVed?*M#?9d2VN)*sN+z%)`e<^x
z27*%unMWLpv=r?)`YtEzH7C(Fvb`j!G&a3OrF{%d-`qF=p#!c6p2F?P)+0JqaI9c*
z(S30Qx5o|5`v|1bQIXvT`^LoXkOR}67K`$0$e?&&YC^F-;ktRfK
za#SR~C4RHXZCML0z{J&aY6z_zg4}%NP
zFra@Dr%SIYOky|Q@6DAvnM$@z6}sdGS#I|9F}ZukCCf_T
zm61S0IEi3bdwAl;H;U@k@37CNCk8dz$55*?Gcy;WC9MdM-Oz>WGMj;
zl6ctNnx9{f^9DBN3HTOlU5&Wljpy<~W6O3ed;ZB*EJ|xY2XTZl3HV-i;2d%urm>i0
zsM1(mnf+;vrSR&N!NO4rbBY95TM-F~vACJSoyKHw;>#Z$78_X5t&1;*OJG80T9RVW~{W|;oIfa*NHQGB#=g}(ZVQ!HBknYyc8&-3}~qA
zV0zOPoVReDBfIa&x6V#oo3S4GeQ)UwX*wc^K<84lE=LRBP8?IjHZzXXL7ITK-sd2>
zAfov@%vqB#g+mJsTww1h;de+wQ|~dH*QA3c#lr2fMgh0rsv*0z=J8ka>}KX;$7)q^
zB7hD&HXR!sChy=&RIS@RS~e?@NSegHm5$B;nru|g1mX)Gr2{FJr*Kz3+g_|0%m{h|
zb&zfc1gy_IS+O4w$@XpX8#F22!}c7uyvh&Oh0pSN>+FCPGYiZ6Gw09yAR|}dR3&4l
zrtMk;*1FwPubOb=Fg{(?>
zUIrMt$<_pFevZRAyb(;iAvXBnXzWioY}W_j0$FSd<(W9p5}D2u=*Lcfj1cDT>w9eu
zor5nR*CgZQs{c{bnFnIIc5PpCp_$U8)Gd+{O%x48(S#&aLW)LdM52KTrQDGQvlK;!
z<|3s~8dTC8kwha=B<1^^`+2|jpJ%^&OZR~r0^^w)KOUzts6*2CIOfQ2lVgS|)CIg6}?K&txdl&upgS*|b&7lq~A7_LgV=Qc)D
zMbxTHIu)e@D7n^2PHr?o@`ruK{#Q3g2Y%mpbJwZaFi-%ScUh|oxnAYsv*1}d+PiVx
zXyCi}I!JfjxG*mJ^sWz39=G}k*;%jp-8X?iI3pM!6eunIFJvQAdBAPRdOdsYHi+ok
zD9QSC`uba089bR({WNLbg&iYT+FMwJ{3b4beR~$!z;RGc{yyw8_VpcGu<`4w;zc;t
ziClkvWpTk9dTGmV@9n-E;p0it{_AitiP>OaFvO(gXR5E~_Bi>DJuY#;
zp+8FsTUz=TcGlz5odGa>#SZ#O?eX5d6&0(6%ho>;bs=pyDi
zX&&IAE^2t+$8MJ4q2b}t^;wk6{LVoP79+hl6BG09M8A}Atk0otcuEuy=J3N%^$Xh+
zQM~##zaL0rmGukQo=os=OcR~Fzhzy0&GGFQW4HOrTSY-EJfkTcMZKp!ZrnvPgQ(-V
z;sY(bxcV`Li}1aNx)7#sV!UgMLE+V?!tpS~{=#7WI@==7>pr|_}jG}O=Os^7UnXk6Vf&>swg2ILm9cRS;
z=#Hl>kY&=T6&^#yT+Jk&)r<+}w(WHZ+)~~6@5jfrU%r>U{CD!ii9~_W7B(|$UQa4<
zMb0YhTf*oc35Rvjc;*q$=eHq0BZr#u`YEUVd`YSGOHSb#F3XMU3imJL%bLH1dR&tOKgU
zFgICzbz|+rf_|(W!WBX6(0G;RxJwkRLP9SFq$Q?qSw9c2z4mpSXfKO#d!~fNz#i7H
zTVJmMhh~m{aM&lp4>rn#4_*7~nq(MGvIyRai6LWIjUWu}QK(|;Ro&<3urhr}7K+Kq
zU!$X478W5XM!h9^h))ijYdZ(gvq+$#Hx7E4Esh;D17Tr2iG7>2;_K)A$_93neb(sQ
zCDl7RD4PR2>2&J5O|qcNQe2O-Jmb%lx)$IX^yPz+zCC;gW9D8E>^5b}
z4b#$zw3o4Y7IT?mszLb1vcO_f*yILIa5WX%b11x@m$Luw$w
zL7+TK6a90`-|UuCVqhK2ef3MmJ)*%W>{^HbQ}8q>2~JhJQ(uMG!RGHJDfG3VgQ`v*
zU;9Kzx1lFyNI6kq3?vD^U`~}(Y~;c>WE&{Q+xQHdJ7w!h
z-_nIljWS>L^+mc7&`x?nYzGlBPq-P8^{eLkHXRb24aH$KtF4MTd8(#}_L($qXfG4>
z)q?6FG&Hp0?^cTbc>YR`;N3r2`W-r8@$+VAYEOse*KTsrrGN%
z_h}<}e-3m`6iK1rSHb8Z))d6UjGpvtb4D0@z`Yc~o2Z$d(jQcx{QaouD#(eFO)d|P
zC7?{Ky7+qSyp0>rlLHA%2}Cgsybpv=PQ!-b!-r>e*b>#S8sic8o;cieY!4?07h8%g
zfslAVs;2n89^UA^{L1Cax`H(Yjd>Fm!=hJ7-S`rR~@2Bahl5Y`#(a}r74n<7PSBj@7h-5laxJdjr
zPbpkA1jk7k@L4=%1{I(}hE_+nG@lYDOwdu%^Q_7-wFLR7-t8A5tdG!k3u}cfkrZ0U
zO;-ZnOE#%`9%!fU>%v>WOYkgIJyF?}_k`Z?l9h!;EKl0>^tJppiEm#x#o4PP0-C9n
zbwcPA0K!G$m;ouxCR}%)R6DCCpy)|dW0N?<#3SK1I+6#-S@)QJJt9y|6Q<%RH;O6F
zsisdDsD;idk6izHgZXntd3om6tP~58QtW+Mv2_m
zxoD>kO2oYps%2qS-f!*YsQ|)9cm+Pi-a`z5lsp%XR3gi>@-GPvK{PlycF$0K2!rn|
zSWoE*!t^T2J0Z`k56^Bk2L1@=5YG4s9>ps3=R(W@2`y$^sFsOqW=-j{H6{`Yb`A<=g_lj$yp`tQXfU?co!!>Q=NYp>89vewBhjbw~
zS&PJHw2P}xoc5Sr>6I3zw6pO
z{}Y1h6&QlwH4RbM6DZ%V!W5T~KKWYYk1q?}zke?-<@e1$1T14tD)Z*4k1->d%>adp
z*$#>6$7tW{Fl3qWm-HQzT_%6gb7ZPJ6=lgbJk7i+kGj-zJ*Erfg_kn>sRkxN4hch=
z@#YN2>>oPoNQ`&|Tv>rCHqo;9Td<_hJRrqlvOx)Po;LJn8ZpV3d@#IU7Hp%?h
zaC~e2GsOG8S&bh=pJaikI_&RS)Y{@4FrGjJ-EtLt?p-^tY|Qn>a=HC|Mw>jT^?B;w
z+aB~X?#xwQedl+0?w#hwO%*IR6j?IwlPL7XWpYuSPt=-FwM8r#NDyfR$2>dGM9DT`
zty7E(kyy?*0j^PO5Q4>Uli3;vjVmyD$)S#*@E;)2HbG&dgVvQ|Gf4~_qM
z0H}!DB$|?sxbnn`PbMy)NV=0->L%lpT)N_xOyQhV@R+#a!V(RbB@XO#chkvTCb|ic
z{w25n%!HW16ETCH8BBTtN-(d|OGr+bu@gf#&@hq#UB^qR#d0quB!!=l$gW*FO$f&@DZ+)XbnTKYow@OF*IyV_|GjbEG->K
z5;b&Rxpr+Zkt-h1K=Y@KPjl_`%U7?)VRTZ3p|T?|_uLdFM_?nQj9I9ssJ|Dk|zZC0569oX*?p+xo$y_?yJvgaz-etQ-uX
zp&)T|a@xs_7^1J=|Jk!=US|6KYImx82YQ)jb%f9!##h-*$nCJ@dr5AD-iCF5n>J}K
zzN)~Jc)_+F*q3)7KD0BHuKWFCnao`IDGwh$T(@prw-U=Kv9sC@>h;e!%mJ}oj!j#c
z_U+r({Q70GeECrB%Db|%R&sK3m#AhNZ`lw6wG-e84YXzdE|Qc9a@EmXVg7CeyxdCaP3@_qNW=S_6%)afR1auoeax-D(`?ytOZXq0EURf3r!56RlEfn7R%
zuvaYqj^VWXNS-EVWJ-di%BWG@C))lH^j*RZOpsvaBSFiuxdSMMnE?(5gi7wq;^i^=A;F|P_)
zU~ayh|HtrD(bV|IH}2n;Cr}vkR%ia45E8Z_aAM;bIn%0*6OJ4?5<}z3&~tGpeN_jl
z34E*N?>~6(n0*u*KR@ftUnnDM5QX8iHWo7VUtacv3EUcMyv5wS8-(6=U@KvWPbq{D
zIp@s2Eg3g%T-y2b3M!pZBk$U=qZRL59LAvQUZ0Vr%w6G@=CV)~{a>2y-c|y0rB4n>5cJ
z0aEq7>N{ewc#~=+jUh1+b0{FUA3fR!JI1bf)X)kjr<>bTCpj4vyc`hw79*M5L4U%S
z6AxwY{{6i_>V~r_ai6v?$V_THhGiQmR{da=vQLlTUGIy-rEh^
z9p1C2gO!G&XmdbhzsF{WrCl0u34;`p2p_3cgD+KGP?YsN?3k2%-t}>7-Un}Wy!epa
zP3$<6^8IzY(ZVpMvZf$yHFM_7va-SVoF`742)RB8OT~zy*RL09Da>CReeK#r;&6Ao
zi$cH3yeltn4FQJALcBclBr6umOmT7=Of~FBdu{+O$(J`)_h|a{HHceR_14J8XA&Ru
z&D*zSU%qHI9UL6qqFk{hA|#|0JDs`*s0=affh})3*1v357{mpqt8kmn#Ulm-m6VjG
zNF^ZtcX$s@fy2~xdDy>g+qRsk4zf4o=U>g?IGk6gz%8JLfer3clHYWB|E
zyE}M5G(l=$@LiU4UuA&=^nW5OOp!htI`54e$6T-*
zagA|FHowoB1OK4cgALm;62quT=D>Ok*FFgM=Ur_`{T(4`e{oiZ;}
z5`YS(j7rT^ibtz+(MOmPNX(?u_L~@Sj@i#0LERy_OU+sI@L@1zdpXzq
zNNDJ7zK*3-;zP+Hxy#<4j5(1LlJSC6dS0NjR&j)>7M~U8E2+QYg83SXxDqE{YN5ws
z95(VOl}QGhJH}{h$8y#Q(%qiZ6bd8)ScVV}SF^
z5@XXauMZywwH%j9bBK}lSJwMudEfv^MYoIPZYjwbW@ihU>;KF)GmGP0(h_)qSKw&z
z4Y@pCYx-zAwOzA%HLFVoNS(=mk&%%vp-fLEBvcy&;Rn8s_O^F(WBLo9>L;ok3*k^+
zzV)ciGFeXSWqLT@O0tgk96HN^a=heslxWePz{NJvJh7%>P{Rd^7&}{A?J;9Q5neRo
zS~){XOL_IH^TP)8@83uv=FV1ujhi>0gjQC%G~);HGoFvBz0~Ar>WGG$;<@0=|K&-7
zoaql}oBAI=oM<@&4G=9CGpXcsClh01aj?NQ5o1^NdY-Z{AB2yb*wV@_Y*|cds@Czb
ztMX9u@^b-tH_myyeb!bsb$np!nPp36Bj0MAd#WhwQQRWs?c9@>fQ7#O`pr92oWZxm
z$aVzL?Mi0Q*U+0U<8UbT?wt?%<#3Ed_48)D?d6!ye5J*U7FB)uavyD)uzAfrJCDWi#MaP;
z@1<(C>IX{{9HEEusLRZxw?UAi{GBytP9>1+CjEiOFJB&|fweCnAok3e;gt9zf?2XG
z;b{4?$4KgLR!EHjvg>ti&ieH_ojZ5dgHP7BNXy8GBck-|(c`uc@Q+v_Qj@=q_QZ+D
zsrcfFMFh0!PoH3VXVNY_O6XX&a;3&yL;sg_;}lh&t}-(Xy8h%~b}2{k$=kQM&Og3=
z+m8j7{lODj_L+BBc7oub^8AGhANba{<5qEjalYSYz{g$v{Oka}_mRVgf91Tt#T6fB
z+GD}lMPlh$Wo6})l9DJ4a(l>Kq})8a@Y2~MPo|tIaz`mqUtfO$1Yf*zEWqF%vDxVR
zB&{XaXK^FD^wBwS|Es0?0NdS@{+=y*^2C++3<0`#4b6u_tF{ICOENt|sIMIX6LjG3
zK+Xm=v>@lPOtHp+{HRyHI7P2tAE${m$X53->`VZb-p-bmPvlAwO138WW1ME%>u}&e
zcCeaD*S<*GLHvkMNg09eN~_ln9ePw)-VMA0x2=pd!Q3+Qjp;nY0{Y;x%Z%*pOIE4Q
z`{3>hRpb@4-gfG|XIsPaFT~{+m@9k{f*cTi;)HL=E^W<$+O`puO0=(#8e5-!pj^XbCeft)G
z^r|k@Qa+Fg$718H^6&~Q%CRFyY9O=JFZ|^r&zdpg9Zni6+}yO}kEG69(sT{&TFcD#
zK^$cfK6$fz0C?9A1bwCM-KRuaeEDBLF64Ti(mpva}v2%4*
z?*}%y-t)>5LRuIzQ}+uB$~g$GOPAgP`F`F%n>5lb!#=@MJad3n@9cY}CI}_O10&1K
z`~J$zcb>-pa|IjO)czA9g8{M2N+u5<9>jSS30Kv$hqY{m`IY(Cy*(WtAM!V)a5**W
zs3FfTYT}k)$rVb%)5R;xJk7109lI+i+=jyq0yj$T5_Hq3d`U0>q~&~4YKumCPqj1_
z$~|mHEnmKT(sRQS(4IA$j&00KB~ufMs$UQgv)b*y&#U^Wd7hndF?K1H{0UPj@bQF6
zydzBn-IM4VpRT-M*hf8k4=mehD-D{n;Z6%_A(Ny?LM1bQ?^*&V0!OuBOnd#@{DT
zm~c#OZj|Q9^9LIO4jgddS%}X_f1;Oyf_lN5>^tY0A~XL|4R2hxE(V4nD>IYt!4Zua
z-|Mhn^CWgl%m6`}n3x2X3a`bFD^wdEV?2R!AQ}Wipjy6m?MSuR$EH#Klpt8rdK)c}
z5DNy=U)+EAu#yU=`ojm~6l;;+cJJ9!N1`tDZl4em74;C#T*TO}%KGYc?k&rq_B=rK
zu?G)@$?%xzRH|*QubL{&&Genw)V|@%%Ue`qA{3GL-V26LVJf^EZ@HwTqPy1^xML+
z4?Z3)vW?GjdUk#FPtmQ*QB+f4h-`
z3T>QhY9etUotC&$Gwq1;=Ev^VS-tEywb#RT|C;OOB6|EBx#XA0(7Oa&i!;URiRI;!
z6cp@xhwj@U+oHrJ_bP5NE9bQ8dey5V`AEY^!z$6d)#1a3VRRcqrRG9X4a#V-v`}w?7zdjqYZB9y#kg54c#yz<-yz`A9HGIYi|<4jpr!o
zO%^6L4y#wob0jov(qx1|j%!!*Bjb0rm@1rk>}r;La4dvS8PXckJkBpY;2^mg;}ByZh(J@#BIX!sFY-%L^M#uOU79
z=jY`)AwwE`^n0C$^@ZZN?0fS!Yc0CG9sN%idR#c6ZI_tNm^t$nH_5%_-!`hncnE!)
zs~d;G)mk`3U5~r-J)Tw9;>E7-vEAe2`uUS>&mKE=ERK&oW7e!`*4Dk`<>lY;qR6)&
zt?Re-)r$^GPuC6}IC5^O18-dv_+_LECYsI}#(0w=7VzGV0j-RO&YtxfH~PiL58(-Sh#A%41vT(G{P>YK_5RZy7CVp@
zreFj;;Jv9-chJj=AveaIPV)C}*MGnO>e3*{$y@pP9RLeFuEXl<2Y>&Q>2953jR?9c
z6R#%bPwQR{B`5(|aH$>YUN^#Ot3cD*T}L
z9gslm4Gzu&?sijB+DjoA)SR@wwv9CH;zbimTgNqPM&yn19C&5mbFMB}zkEPuCmpM@
z&gE{_M}}pVXSxRa;eqLBptYuyMoG!FEpwYkEYxM$=v-5&IG&@`)%SuuKG5NCb#$D%
zWJzi7AB!mYV8NNf>wHM;}XLonwv5Dy$N9HII{(MBdK`h6^dl;
z`%YTYkMB)K1#=VHR}^(XGXUUww2si6ccCS;;gW4`Str{}ZPTU=t)WX)%;Bv5+>ldRPv8+C5hhGY1!Z9(Ir~oUC!T0Fx>bxuWm!pWY9*1z8eRE{`2#5
zgW<=?KFzuS&IKuUs;@RfOCCFV)E#%6ocG56)*!Yczp$%xs40G52dvH%=NMHQ=f^Sp
z@Z{F5_#@Ae)|nj58fNyn0R%()b(yPcm7Kp)*6BNigt~nojlmW1t|Mc64^XRE$_~w3
zzP|aH;wP_O9V6<Q1JxXs=3k|;7nPTnH&|hxW__0pn>Hz`JO^OEgHCG%
zDo-B&W^SdY%Cq&yDV2rdw|CuM&mxZr{Woz{BrRLY5)l=)%q&Zk*s{BURiZXpOIFi7
z;VlPwb}7yFji%=7kHXGoxK)y+Kj9*0X0~R-&;z?TAMx}Po@0r><$#uswZV5UVv7?z
zGYcGSPu2}n&oop2WaF=+vT!T|PJu`mI#NCrzkcXq^Uz8oEUjarm4@@OWm8WTsX$Wk
z)JG!*>o|S-bX`5YSWukkbwE4&`;XSuRg$TpkZ__xIWl3B2E+P6bmCeGnjCh%;EfO1
zMt9=GA&3QRR_(}He@+BMdR6toSKQyX=a(2?(A=!yqi2WL;c7W_t%O=mVRf)UV%r1j{mmGSg&4|AE63w`e`z^bvVb
zzK>2@;GG|pA*8$i*pjDD6-3Jb9N~{D&jBTa4ZE0N_5*2>S9{LJ6}sPq$Sy4JqY@rM
zJ1N#O$?SrF(TT+?b2WZ-m4<|`2r|y514?an$(n)A8Oo
z7{tfw*s|@v4qp7v_KwP6g2;{Zg%*$&JsM%$fuoHNTiWj6F4DaU%S>8z3{ot`<
zfryL-4ISEEX5GJLPr=Hf3xG1d?qLF{K8@Nkov2ADXfq`i6^PeWrBxp`w{72kFl#OS
z^`~;pg2~HedPAbcLP&Vi?j=K~IDRNX!75ri5Lr1W*A57>nr>?&u6I8lE;KhcFZcMF
zS&;R^4W{xY98C1*D~(q};LZWHLwHZyukR77n`+Fq+U-7EpUm42BHYG;C=zYY4F$yQ
zK%}E>eWxUs>RPC^Q`EJ$#qcI&wJ!@FKU}JjKr%!II3zmy0InjnCG^M+hKH;5a-g$C?8p%~
zV*hwBxlOuLJM3oyDLmtmr09~kb8g*AXLiTi_4ijoq9(&e)1R}IzEBsIpB>QaQ-o72|bqO+|6-*1>;mM
zb_9PqXPI|Cd^&|?K-moA=vqpZ70Z|B0e5CJA3k*GR;xDcA3>D+ZC9SKaW8lf%T@hN
zpA>-aHw9CYo9j=ny1R}JbpX-r9r@C;@_wJQHt9S0M;B;X_#jxjd#E2l0Y%W!{LMYK
z{V^`#ZN9bT;8@hoUJmV{N&EuCx~^DZN^u0TvDcDlO`g2OuOc*zi182kus)|=Za~A;
z4K%b-U)cKnD%cjxSV52e{qF;^e-LHmJ9ToTduse+o97o=6j~!jj9`9YLDtvsk&B&x
zN05r@XFt5-+O%nZ@M-G(#-h2C0sTJIl9FgiCTvNe@wGcS-RPvNg*0bs5>qyyv)dOK
z_~f;{o$q|ZpG!ujdT}9UbH1XOlximH-gcwR5EvZNlO-Cth|Lc(n<9F0|50Jt6W6_y
z={I(zRkBt=;gpbAS=p9}3hfT>e78(4fvW22<;&&?mhPleub}Iv{AbcUJuqNm9wh%G
zD08N9yJw@nj-X4{>yVD;`bo^qPMA0`Xp!==?ly3hC*Xrn@LzVhl0sGJ0{u``QSsm5
z2D|5;t_k(WD%<|rW|4|N;$-%cAu(}WELJynX2fe9nawK6ikZ4W^pjRBTL#&7X2DSV
zl5h!awOK=k#9P*>g&OPONj-(dl@_73){P%M>`Qta1ru5%Sf+z7;$*AXjWa{~>({T<
zZ!T+-lwP766A#s!ftg%CyNAa`$DSKR(hTu_vOx6bAYysTQ4&uSDec>~O{4trTFPFW
zalE5DRD-?d?VB6~aO(MADp2d*LMo-~Osqpg-(OR?dAZCH98bVE33
za*;LZCT>wCml23dXv!yK)ZNp{R=A?c+Lagho$dDbH@MW~VCszukb+7nGq7aq>eZUS
z`3J~OtLC5DdQ95n0vKTl@@00D0(V0}n&&TFI>m3LaW!s@-O;e?sdDgC`wkrV2tF50
zCE*TT@#znH{J1huq9?X6ZrA$E{4+z>e+{Wni}p5LwQ7}nvSvPPks+j(=rLCGY-bGx
z{QCR~BR4lUssH>?Qg;F5P4(C5Qi9e9Snz_jk#nZg45iEP>BFWWrc?!V0j`IdWd_E5
z`k?Z$%3E2misW3R=?`cjiRzNgohqhtj*SVRP+VPnT9MM{fjHKs-gTYn%-A3ph^?8l
ztKDeov`39HuLvHXVNCB^@yMN~X})92^UoqG>roSRYqb9?h^8jc(>
zRgLZi4ace1S(8+hpTEa0NvoNWtx;*MrhSz#I1DI)eL@=zY+5kY!tu
z;LE^|LJGw_ZAY9rsGvgY(bgu*Yb=YC_Hi%MlMsrLDygn;ki)16PjwI@xk%k
zn)y*DU9%5KD#At|CoT(&q#=cl_#N=?4x|;BuU-g*EKqhKeCh+I*V^2s
z-912~Q1cK=#8ZdebcD`xEjqbhcMBI46-YYn_z@GgbOCS(Fl(&-j8xmbM~~JVl0{iw
zidgfRP|`U#IkiUOXQ4W~%K_Tc(?}qK`^B&UJ=I_~rrvjqA^lASa#?`+Wtw7(SZT+L
z_5P+8PPl6sJ;YP<1nCDYj5=kbrY
z=(S>S#iTWkj;*-t$Y^BL&tTdUtDqcJMC{#``putiGwLa=;B8)Cw34(iSno*DnE$FGHBSa
zPV}(TE?h8Xx^SA;;pb!T+oIarA9urR_HQ+RG0Rc*`Li7L5-)+4{cK6!krNtQC|<>l
z!*73-&=Iw3S4P<=^i+hCL9ga>pSCg%K%Fa28p$Nz^PaxaX{Da-;~PPY3@Kk9fTiRkP4cTAi`(3_o$_;X@Ph({{D@
z2jR@cvmHv?ATQA-eK5k5@#qjcwmU2_<(y9EKzu9B?%KO|xX#mOX`n5OC0X>(;F#yqk#Fs0(|wQ{Jw2#Xqo8KTOej{lH{Quc_SyMH5Kw@pT84i{x)wyYHGqBi-W1i
z_}j|FCQARL(CvbtsVXe&r#2%8DJTjFqbXCiE0r!o7L2M`<=@DlCsq%)Twz)4{o~`i
zVt$p#Vng$*TRlB*mXs);JbBV>U-@EgcV6kI?+G;r>b6wOsKPVmatXIWh&l*xdq0Qx
zf2#rs$MM&}oaXA`Bb4;m6;<{&_u&6E-YHSyUi_UQy$w~8c|PNuZx}GSvZ6x$+l`ji
zC=f;G0NyTC^7BV$#bxwSVDcI6$@HilY?>SSXa0L;s}{jhAssS7iq3@BLBTjAT%aF6
z_lM~baiA$??!xbdXv({trWh|3;d+jzelsJnU_6#1E|kvAyF!s>w{YPG=q|}!iY9vZ
zBkePfR2(vo00)TfJ-Szk+@EIz<|JC8oji`xKjxNqz4t=aM%$cZ=Cr;B
zdOF!WwzX&uK)lp(Dl)e=jPxa@puh3s-a3iRl-&FXnom7rPeCVY)b&O#ccwNNKOMXB6dZ+|XhpUPa{4FX?Ml+nm41S05+8g&q$
zdpz;;>D6ObtW5f^Mvs;AxeDlVMo}*{mrs@e{^^6%e`1>AFNs-H@
z`=!&IT*~um1iZ^A*bRHSax6+}Gzwi%a0&^#va+%(oVfUxhYq!Q7cdsk(wWx)qIq)d
zEQJOuuDi3#;UX5PI
z7sCAKw?TY)MqU2SDm>}3--V2)YVFYGpPk}3(jDyTEhb~gOm0sb%F
zm{FJlks!JlIC;s_bk33G2#gl`Yu+^YEsu`!pqw@oF8e7abD+>r2noG9I+PtW+nI$h
zSv2#PgAmDcH`3rNC2DGN-yML!D2xX|&T>d{hCd{tYJ|y7h@5lB0f0i;uS|z%2YeV#
zBEb|Lv1o90y&FfNa31cQ1Xqul&wgSI%^|A3R(#{O+nsdgeOs8J-%d9F<@n->pT19_
z$IA)8#M);qe7${zuV44$`NZvvXbxVpW{sEz;LWyCk66X4FK_wxy(JC$@ePoPFLQ)tVKr|w
znnoBb9&2IpuaaJeBhZ@`42#ctfGu;l%#RrC)3nWK3$ri{V9_#tZsP;-J>YTiPVbt=
z^-ErOsSD9%@7}#rC^v;xL{O4~{1lo3dK~V_{ev|YtZ83=%VLLGUE)Xoc(groHx8|P
zicYYM8=EsRU|GlM?V{>mgEM28cqx>hzRhlT!TaYy*7nTjyR)6gUJ
zrmul%^a^u!9=-ul228LS5KuZdc{2@H(b*-W>*gb~NwiGT6;$Xmsh~Ba63BsYs=-PM
zE1M)s)p4ty?SmbVHR2V}PgJ_J`emHU(P3vUj7Oz|PN0$~;(?kXYn*zfPeo;A2Ir1?
z_W9(u3jQrBv@b;6ueV|7_qW#=*nV2QanW^eJ$kc{jV2k7b}d8T3IUd>JDtk`#W#cS
zg=dGtwcYR(ER#{oo8);viI|O~D3?`U(z#NXY-Z-(Fnz^G$pMj2wcAPj)#MK42|Xt6
zikp%etdBKVZQlHAiP`y-n$>1Mrs;0_6zb7oiO+A(VzFI86@g|;K`E*5B4Ju9loKqm48bxH;N`d)0PWXA1ZaE=Ce69XF%EF
zY)bx>7wm+bP>?#j>S-ziejlOw3y4$T5WGjY^}FivkSJaEol;3U$VU?Gk%nu;I%s0A
zu(>l0M>^NU(TsG*3Tofpy$%$oDD|VNr>4|AH=Q|iDe5;>Q$eo_(KTdd9a?_}LASvx
zVLy;}`?ko5oTXm*QTm=zjj%v^Sx&Fv?F0vU|LD9gVtO$qB*a4dKqehxPMLkSPo#6~
zrNjdVxhw{Tg2}1RO
zG{0LmZ}b4`O}%z8mr5(5^}xrY4+zoMBNsA1+D+vDEz=iy*D
z7{_F)4I*jM^NUZ07I3X{6=X$YFLn&Q3gjcnR!L8moIZFuX6_1;f&KdR8@c3qgmY}U
zJN&p;*ha<&kn!iCJxKowMiJCIeVDnHrFRDJDFKYv0{cIZx;(y@7$8GB#8W^g;Zz#u
zIG*+j%DXt!nXIT#`GuE~6K9A9wh$V2=+NQSix+9MqTZZyIdJ)x?>SvI%vE5+kPEYc
z>L`TQN@(4U
zeqAJZwLM)_la?(0#%IPRO%){+XM;|eCs=2>v$GgDh%;Me+c;e1o@|S}neOQx!KY(t
zPRFaK*$??Q+prpJuJHVJD`7
zr(wOIq>WOn@9}N})?};~Ycsk3z4V?qYaL~d7wvjS|7`Cpf%KU8Ec|J%o}%wbw}cMF
zZ1kMS0%AvDvoK7^Iepj;M{Du2&f%=KW}};)o?U#LLNwRxlnc!h291SjOV#JkGZ!vg
zsFIB|pNX)p0UM}XM}z;{!$jH7RL3ClT;|7$vqm*P+3DKH@<5FP~@D+UJMOg*IPn@zwe_KWf)UrDk}HI+c*%&bbzY0+jfP9(m2TAYUFqK=P`VQlP)^Vd_V4
z>pp6QVU(8zj1`FP07S1OXzSVh{CqL_SvcUFvx0H)=bI1}#%qVYTsr4lKT0>@j&h`7
ztCv>>)#Uwq_uiA|I8wP_q7d)F_voPt1u6JT>OI(q^D&DjOI=j8COoSd*7f8igCRq9
z@s2V#d)ekccN;*kq
z-VYhHpnntW_r1^|H$ggJ2F@r)Kw_ffi23TLR{W
zzh1O4+hx94h((f>2bK=&IEWq|9yiD)N&im8)EtYmJ_DD~9*rfsT??N-E0DSD#pJRt
zsdzez=kBD&Std<0mcTzFQ2B2h?$V__u*rzkU{>CJ{v1R|6b*GsIVbr~FVCro(Pnaf
zt4FEp?ar@%TokrH@M4Rtpektg2}TA+OQO;H=#e9#N1{#3QfY<_c3w`cFzxzjYQTQW@+r0s=4=I&GjR
zXrV0$cQS*950}GERt@VQ8JTdcB_<@ARtlAVI4ch1IBHcBvH-7KVU4ilgmW5KXk
zVb0$^Y0b#f$r?%C>urgs!!~sCYS+$x!Eq=bG5&Dbw`CH$V-<&XKYak&YMx690z({G}wTAIQ0b43=q%V!9-^eZ@EyY+iX`P%}9o
zb4SjkzZqe(&76MucFkyQFO?uzZ~(Mj-tt{pNEOhk#q-f+qUw7y4g@=Fm|%JH-o4L9
zKaQBNTybn)jm+zfjg2>$BShOZ6$hE0vSUScMB!rivLt?bSFzAniPj0S;YWF>=9~z#MfFe{
z9z5Ti8AXveM*mAOOsXpXu|i?h-km#hf_k7C;zX)IF>_jbzrP0|?@pfN`nFL|mhTO{
zj)*~2OmN$+V!pQ{%WIKSRk$gPlo%#iSOwIK$#8sET|3jZG0QG=d427VAI#1U7JMwY
zQA`>uF$1GJ4q{ef95&*&H-v3B6O}7M7Ew<3A<+;PK1}JJ&?)|8ZXHve7y2ULtR}xv!hV;5QDUt
z%oJR{eU=x=^+m=qIT3#_*b+1?&{+`6IAF*~6U}1{)4L64fG?+2bfs;ehVhCTFY{xM
zr(0{_y2B$GJaJ+_nS=imPw@o?$ZV%n4yyaz)KpHFb8lc^4(KLjOA1*-c)&4p3nkF=
zbx^_lK9O@yol0yiyX^GfnWd|p=Vrqc_5QrX80}9N@kRMG4iJ%P=g$4Pb}X?*HpVZW
z?~qxbK05ZfysBab*5><|%GDQ?2W{6M*>)1*mc(%mR&8;gsJl^G`qJHOH
zyIemNwoo=zt8jFaAah|TjD*b0;bv_F5Wq(7E4qS*KT3V^MGbceOiDC6e^j^E$H737tm331F8gZ7-
z?9(ywdSLD+<)4r5L`Ws9B*fIQ_{2YdDn^~qkxEny3%7dm*A_SBgg)Eo
zSNY?p7|>JrCs2|&QUwT(23M7?P=-|R0Y1n|PV`>hs2TcbvVXRikN@)Ji%5|B22Q?y
zBs^*sxJ4LdFex#0^}M|C?fR(ppFeeK*?bcVhpgr5hNk@U?41%M+h;D#{TS0rpGdQ6
z=O3qDmPr0j)d+0;dF-_AX8g08Y{vK%k837-T5LhiE{`Y)+@FsgJF3snl$y#PgG~lr
zu?dKnwK%~tVAOooFIHvWZ$N3#N@zZHJhrCq{~dwT>gO7tAB;2XBqIhFEMLVn`%c{A
z8b3wBuT^8VpR;1$sXK2vn%;<4Z)2pUYj@*OyFkm11I%U0=d8&HpV@Kko~-X@9G-4<
zYk7IJs5YiQl?
zH|%6KfA+ri&dLh~-jfPHtWO`(Stdq(Vp{to
zac&RZpL6~==X1{YoO4~j-|xD9-`91$KR(6lIUdi)<9@%b$Mep)vnS|i*k~ve3f)OL
z+4B?%buxvrTy6DA{Ko1B7aRVdww5`mv>G3m)t7GL=QWmc>edtry*~MGS+sQ2RSIPb
z<)rKpC5Mo~R!6O~j!V+R^_fjyV};kR;lFgB|CHAoc5{PGUoMuEXSA-|$DMwlYe!MT
zj%ItMM@Q-&U-j0%%f0Vd(d|9kOU{a1QSP0()o$xsW*a20rMfSvx9dw+-dsr4OvsdI
z{g=KTYpD|q#}ug<|M>(w4UEpBaR2j(_$*lPum8`TT0-%;{mT@4Kl&(+^vwlY&xRJj;v>O^*QC>QI(nL>BHOsTXya|Q5*U3)$7+X_(53sd~GBH
zBV(=TpXc7saD>6wmG%h3C0&aPPEKNJrj4F^^XJ#k&dyp)sM%hZ<&GJS(@ZzFSeUk$
z8%vDU$#puy9kZx=@~Di=mH;`+`RQws&Fvo~wY5XVY>QTLxp)*59Nx&x9GkV7n>#}6
z*oE2^IN6s05%U(7U;%B-P
zQCV48+m&QeM~EH1aACvb9%d#SXfzegHj@`tgMEM>817Nr$<6uC)TsGvs15F
z5tDUK?99evkwdr)mw^|iXEL&~ib_gW4%8nIy(
z$K9PRDJ?Y^?fztGV{+tZ?B(IoTpvDssEw88<)w+(b#bsEg{GO;`Qh0{
zjWeo=T7~cLY|u9}T*1M?p{A~0*xbynnxv!bG&n!+LQPFwP*}Lk$;l~NH(zQcEsMv?
z6aKv8u8ywJ-@Yl)vItUk?AReFBJ$xj<2K8&A7>~9sV4P;m&;ky)YJ~^>T>=1_3M!R
zFRj$XleU)(4GZ7Dr@nmoGL4Ctr1K(`gP{J$#mh>Ehh&W>Ndb7#%Hd-nwO
z3Me5`t{PX{d#l2?adR)%&bIRk2w?25jk~puL#*SOMV=xXH^(7MO0M&icVy&t8(Ujk
zzZV|9{!mjYWicztpG$h3;>I2+YkT`C`GK^Ql*0L$v1Jroj@6v}ZcVCz9_bVHiQ2^<
z1Ged3zPu8TVtk;Uev^O}g(BfFOyP1JXWYZj{~{{tR%NL8wyj%Vs3fkX+~bsF!*Crr
zfBt-A?@2sU_fFbB&s4T?R=M`4ZfM@AM|%o;%7VY-I@{B-3R53Dc1%uQUPexC_4@Ve
zExSJk@Fr=Gk5x$@d$3bMC3^Sv?JImX?LD5PlPl;rdMQNQe%;*UQ1Q%IZ;C~`)Og<)Dje3^
z-=7`}ImQ0B&iGKX>WjAePZbp(UY~hpIrU4Mg`NH7g{ZTAHIY6t`Ijr6b~an&e~4Cm
zDQMnuXtTH-EgKsf#bft{*BzrhWvl7vj`?#+#<~pR8~U9^UVY8!dtaXoz00SXsQ0@q
z_mJECp>g_c(=gA1&qUSnZ_K3f;r)Pz>w)XsJ+1}|Y_r)8!?h8!M4q7~#
zXiwIsl3EzQpr)a5v9J1t;K75X3v*KeVPSsJ(YstG8;vmcj#*j?Mnptdc9qcGym|BE
zWO_+6eeFIU8Vo0^>%
zkS|?FOS^H!5eEBTE$Wd?K6mfRV#R$aEPNrqa7=OIL9-?v8qY0R85y^+RwH)Zz3Awe
z+3?2jlp=S)?RM9xP_3mw65x6cQKL
ztmEY3+Kc1Scs{qhck;mwa-k(9CEts@*7l^iPSmPKY+3#Na}Zygi(gGw&TLP2H&2+f
zyUtIk3$ITz;-FN^m&+<{{D5J`-C%OGDNFq->z%GR*#6PX$Jdt$|72)zushKJb9mQk
z&qHQS`!grsyb*4+z2oZ}lxp8sedJqhEfbf7!*k2|6aJi^Ty+~=wOFs7DfQ#Hkk#7U
zthtf;NY1q`@Axyby>bjUX{3)D7#NJat&)1soMu?YjI&-VxyLGR65VebkY)cn3@2%b
zQ%y1sKZt@Y&BV2p2N)spsffwzcPJe{DIUeQ=vA+VG^bmx!ohvhD(pm6KftySjjc?ro?SRr2$wZ-@7zn7&Pc61a~Nz$P^b?TJM!bH8*+owG1
z*E|x?ra8i}(YU(0+T-=>@0XS^y;QU7n(E@!_jy&Fo1J+S6tq=BLd(24<677An3&yD
zGj-!xl*2bx(&48&Xd(4Kt^$-TB#bc1U>MK$H@-De%e2})In;csy!^C;>#UObnQ-aF
z>6h|dq#z!y_4Gj{xrjm|C@d_arM0=dy!=vgWr!#hWq5e_Tvk$cws>G*pylMCdPZhu
zCvJAvo;^3?;`mOVKD}|)*}*}t&~wEh=gIh@v|z5I58u3dM@=~-D!NSgttdk}
z&VJ`l1q%etd3SkwSF;$&))REm{qYji2g5oq`e*1%!o#FSR>6I(GW(
z&GUHqa$AWXhYwaeYVitYX6D+&F|%`%tn$*j&d$zWrH8k#U&FTl$`%Y=cUDfk+rsP{
zX?Cprai>4XMDEDdtGgv6B<`bJA24ew`1*ANj!|7x
zfs8DT^;3{u*yubt7*OHi6cifDf!TPYyZh21F|i1X_B;`>v&UWpk7vmxwWBRla?~X9
zBc2~;pq6l+JUzK^k9D7(xw+r%+pFU>Qfc^9;yt#kCNrz3xcEzoK`C3UmS*hSjC^|j
z{NFpw$;r_W*?>v$_0Ob;5R=dH$a9_0Vq^hMpfkVk_?L2h7UySjNoA
zsK{YxY)qrLG2p?2m&yDhA``wPc}^3&9-Hz*^7|W73~JfRK7XcZYHDJV(oxmX@w?Vl
z(mDR~>tkv6yrQNH=Q+e|D3tf5rF^XdX2FxzmX;o2VVpHzzZ$;1!#j{9a5hwI1?5Ux
zPG(UW3NiPtU8_-;-+Qgy)X~x5(b1t7a_Cw_Q|Zamrt~WWmmo1c%Pzad)|U?$s>V|MPoG^;EM7v
z$!raSt0pGJjg71X+llQn{ZanpkYxu2y>YmGX)(R%nwFLpx$sx7cmQ8f+kUlX2RwX8
zy=v8}#zB5FGcyOQn=0ugSv|eyT1zJNiTbs%%GGssB{$b>h_#hU?F7J*Kk9GYTiJ=y
zwwL;dM{sa(OBxoSgOiiYsZ(pk?FK!(yjIx#YFTsU%$a-a2iIk0X4b}bq6dNC-8Vr~
z`GA|(H!|9(x$P8C^3qI|yJc@B$LVJW=zyeX3|cXT%oC#S${hb0pA=mGSa{#Q8@ukJ
z!W~cT4^H$~X_ZjO)J
zU^Ho-Jb5zxGb&sV)6MICl$bXy>vBy^%{{t#n*ls;J$SI;U%-60qY%^OL~02tCl@Jm
z-`}rs87^G)X0qLFjxJ6m!4uVmO~m--{re1FuC1-DhWULbPMmm&HOjK@GOhPI4jPQ3
zR-Oy%+|=(|z;i|HD~gMX?mvEfTg0Sp3t(EV(?k)P2jhkfH&DLxE1rs6!CIf#Tg|SK
zX3CnkwCIeo`T`TQ`pcKX$Wy_?UlpW}Y&_;NKT^sfZWrGo1w=zu9a@ENnpyL5N>iGd
zk73y({r+z;!y_X{OifLLOjrcPhUHd`RO1yCmIJ0Nv~+Y|QcYC%n>B5W*u^a*
z#26D3)AucA1N!hb_H2c4sfJwVgWmL9e%Gm1k)t0taDZl6TO7(INErhIgU48JRq?lP
z8!3VoZ8^NUHx4Sd4sdS|6;k~=QHIH|7$8fUlC!$HI#5bPQc{xE-0%D)fpu*A<@WF2
zzmblXR@UC$egq}wqLR|XT>*0M`}(eAF5)x@VEj!kL{Q)J@slSp;|-3Ej^D9dj-jS2;(_lM5n-B}7}&WuKUPKK
z+SS!{3|-o9_gyCUmFH_Sci`b~0^$`w#kqU@`0#pJNO;qQ3m5oW>`_xL
z0%3mu4Di9hFM^sLJ9zNmwJ#CJzN5EZTBu9V+_{eZz-d#ItLUVpy>&^tx`Wj(Zm@82
z3V>`VnU@2)UHjFNd2#GV#W8;V1Y_+|eDUttvu7j1!omjK0!Bwh7`Ly#;{cSc-u%qP
z`}5+U(p1*%h+U6@gMBbvH*jp;9Bbo88l>lzyR}-D9(a&#nP};Sz}p0e)g@}j^;;QV
zYDm^UWYxX;S6eRM)N0l*(kCxoKqG@^e3Wdi24ularG@u3uk9Fu32J(I+*io!;(t6!ba8=I8lxAm0KX
zR&}gTDFT#+G$`^7;IQ*(LvynM$W%j`*|YfHfN;P({uNlz+}>9GjfX(Ae16*Pbt3UQwZ}y)JhJZSprc
z4Gp%zp&@-ey)E@^nbt;>0$^u8+T@y=nujaT;`T~#2?Tp$&DG0?f;oA4c^&g=rsoi&
z-n%zRLlnS-d=!<BYpvVg*hV
zzUeTW<{n?G9Q@*WMh1)5)Y>m?DU#4ia3{6P7qwp6drdX9m$qixrwBW3Ki%}Kpx}MS
zgm{jD^ojXOU<);sKcK5?w#b$+wU7ymZ7}kl)gYp1GpgbKY96QIN
z7ZZSW8JU0clzSl{UA$#G2szttP35WI?WJhY)j5vV({ppG4GK=>69e_dAU5XDP?aSl
zCEGI|9RwbVut{U9m0Yo6g~RCl8rpc;=W$VPNAA4{*s76sHKt#9<3=Xt&X`XZKp95P
zSh{bR&piH{=67noe@MvYZx-jcE?1Q6nVQGx+01I=fI4wj{_ED9z)rv@oS_
zW|q)z)lc1KB2w&}U$G^SvhWl*8hDW=r1GuhwEL
zZbLJAE~)p>MFcN>WVmwmYHjrErTJcIP_QGYA5wtZY++BF6erlU#;d+86)(mLTwmNe
zZSC8})MhfCcqq%dL^_u}r~Y>TIw_gx;~}A;LdM^AK{xCGIKT2GVnxKum%!gQa1rYH
zqSin3&|pwn9`W}bwCX0;#RT~TWq=!m5>o6k#f^+?Y`pd%1V{oFQ#`==x%cj+U(39Q
zGJJ7IJs!xi9JOL&2z`BZ3GCzJh3jFcJ!
z2WRKv=H|K7R3)2`CYzqmOkN`Sw_{_mwBfGE>{a-?w4*A)C69M5$gmi*jfxaAL9kF-
zz4WJ2%Gt8$1$@@Zw2Cb8Dciu9YX*!<`**s1qo&$(p7m#W92$Fsa-0fpqWA4SufOZ~
zn%yo^lLFWqyt|JJt|;lKH+Zggx+Q9~oPUzqn*WaJ8nJ<7o&
z>49(r=;`S}GqxQ%q*mLbbP{SQ>GRXm4&#H37ixR{Uc+FYNbKA4c_`
z=e-nR;`yoVLHnWifpR+1tis?}7;}f0UC}oN2Tk`|v~7l3bNk-C_~h^{tA8iQeg=yu
ztg52NzzIW7ilUS*m>4_
zR!~sroGq(7Q$(^#=~^0^*xHeA0lV&6EzR*tN=l+b=9dM=#z#D@C@s7yxz6^WLE22y4wZqvuGl8%kq+S>43(K)~`#w%#{yK6f1Z
zLGb{Xmg8C9sA^-g-(!=%JRtE+Z*Sgv_Lz^SLk=;jsHlL2Tn9hM$<4hs(XZ^4w{`1Q
zm_9^owfo&h2M_@%n;ud>M7H-RZb5bP#F`<4Pk~*;r#e>FyFEZ|V`AobQ%k-(7f{)i
zhUBfZw6sLjCbHLFskeLcrkB^%)m7Kl9)sYJ;ym?>W}q?8RlKFO6%AuKh7B^vclV_^
zE_r$RSR1K7_(ay0(MXT6RtSi+7%0U@@#S&-mW*rU%D@~b6sVg-p(iyaT}S20m0dDN
zkHP`)-g?yg`H>qdq1ct8Kr(LHbPEKXg^lg=Y}D)55$;QiA1f-3Vc3OGv>EPDN`g2UH!RqM>*X17vXv0y*yX?b{nLfB@Mypjboz
zomv^-lDEPYI`ectQQY+YDihQzSAGY2nx5$mH=J7jXDWYbUjqY6Wb0jSj98G=>(}r`
z0DQ{wxP&fJOU(`LBd){s>(>cSM9EKqgzMnoutiYtT-`w+)E6&a^tI)RfB*hn5A3Cx
znS+B)S63Iy-e6|5hvI=Ad5=wm26SrrSN3l~yFs-~jaV`3pFLxNkS2G6yO1GJ@R
zdH|aLq2yl>@32Agg+&F{(Rsbxo0@6(|F(Y
z4?dd=z_8x90@yGxF?m6CG61{4ItVa(u<~KM%NQLj6P1M7zxBRLki@%w`K4Kc<9j%1`hBze8n34}6AiP@w;LLv0n%&ASH$$ICV9%(ESv
zbe0vAa=FuXe27m>Pr&+HO-~@|)4P)bImSNN1$z3(W=JRypKiW2sw#r)ZvN~|DGjchmV#B7&?C>(*xdXQ_hV(Y{th)x!HEv7
zZ(#5;*&l3QD?{bnISq
zn_Btity!HA*nqVz29*o}J5f3?JL1o~LqlkR67nK9KAvdj%8!|NTuv2Ozu}>E^yTcFu!R&cCPrMn|FZy|g~~w3
zgBbB(t?1?Q$ICiC6!p|Rk>3jr%j&i;q1rfg)SLFYuP@!Y&4)Z-x$PQvx4obZ
z7PPkvC0s+}DGe`5Ej~_j87r9so-!O`L~&xui?o0+aiuiJ^bb`X=a*~
z!&smxrj5c#05C~ON!|AKT`_#Ib1XSokl5pumFr-uc;YU?q+IXf3OgW6Sz22kg-Jp=
z4C0w>Hzbqqwm>Y?c-?$Xz=k7=ii~Ih!)1H(pTB#jq*5QO>vjhZQy&&5(F-x}u8nq|
zykunb5^AlSoZNkJdMYX^0+#RGxidUE>Io|VYgo{x@7z0JlA?hP92~wdGcT4u7W!iv
zZ{BPP-De8uyppF)mK$P{*nQ4+jeM=0HtE(8K@KIFQ$E@T+lCABfYH=|&na7Fde=k{e3R`f&F}QAz={5l9yVV?$JBU}s;8
zb%h8*=K}?)LeR$UlAjGJ+bY8(eK6KUv^?ZE%7cJ_o{5Q1Qr@h5ViMf7$=~h%SaxuY
zI0OX+54Y#JrkKi5wXsc5kipK*j;207jalTNkWe99T?RI`yKq6_snB|E(fj`X4y2seFDbkOx?dcK
zkw>(9^HwoPL)2(rn0hx-Q$^+%7T{?s4_W`6YO!mnQzCwH%8JOPid
zW50!zgTQS413C3a;y)y(rK#A8+AjZ{`m{4w#dTi1rJc)2FQ7>nroyG)pRD}jV%Sl_
z|42yWv01PJj+)RyVf*{B_~WAfSq}eiCa|8y3V1{d!}cci*Ory32EL}BpI>ZQv@pUj
zt35s9yBF@ZO4QWMN^=nxBv-X9$i
zcNu$q8FNg+_wN_yA5F5;$kQlk%X^KdPIR`kW!A~W0|Rv;PjUoonn-045!{cTJ$vao
zH_0O9atHhQM9o=Ha0REN)0O*(7HFE55q7`o&Q+
z_N1V$g$H*cqWjnXeX`L{Gj59q+%+^Z+J-LxKi>B7xxl8g>@Y$RfVWZAoUj^*`PtCG
zf}%j|0JNra$hP#bL5J{!un|G*hOb`<(-@wp*CqX_sh3n52$bk!%aIDg{44QTM#ZpU
z169X|mo9i5qN1Xp_ujJH0j@K%v!6>E^WCNKMLi1(Qo>kRSe`@6Qp0`RM9qO^OB@eBPD$Q+3zP>il*gjhuWPQ|_3_a+Hokk@
zmu?5x``;CK!v;#RiuQI9Ld3hx8MhvnwfR}{_T$xl~>-#$jD;}M`46{45u8RGy@#C
zKwjqKSij$jqZ5CM@*9)*@ClSzcxc{cxj-A^l=S1WmfyF2rS8_j2#q
zLkqu|^a8YGz-pp`5)~8vg7>3GDv<`vn>M|K_$YVgj2E1&9j70AK$&{2-26JTqGDh(JG#YjQv`Umy14z5bCL9JBq~xrwcbe!Y;jB-y%?%Ao
zGxNMo^OkUmd*BOYmlTqK*kVg9By;|{VA>Y$B!Ze1E8g{NILDu
zlz}%#1tfua0TQfeo`cy5T3l3KP74$R?nnol!4HA}w}8O9PoF;Fcn>FZ-&|TlFgaF?
z0etaYyu32!&##w}k-2~WzQ?u`ejh`-;QEomK;m%~6?BP-i5aeQ2M8xY8fz*woazs1
zjoG;pbKw#ESV|uR+tkTZxC=EkmiUB(5k#_H;Pez73BN-~F1kSQRLip2y?ps{UJj$i
zH-?x2B%YUyuBbj2B5Do2vedZto!f%bexx2DOL`{J@|!oMJ4i?6TG^fV!RWVlS_SZRC=;Qp(q
zsFw&GQFL5Z!u2S^BxmI0^aF#)wYvw_2&zi;k0r!c-xhOWC-Hb;XPv;2ULfZoWKg09
zQ-qkaa9O!N`Z9qpQXtwqN`;0)_$o%N6h3FSjL6mKafFie0A;KULZ#g~2|olC>-OZ1
z0SRy!|8hbt-z|4f#~h|7fpZAps0kF@_4gJuNo2g`v9pyENQ0>B_v!UdMUy|jNNA$%7h;V+|LSTi){
z%$nYI_Md4a%%8#5n5UNy|nl{wM+ImA%|253xdu-@CalsbEHt$f>9fYjiLu&Z`Bzz?gFkF
zb?(NSIf{eO0Nwq3dihhQQgAQ~>Q){e*+h4gULm)6he(6J1Z=j87IdK>*c{?%TH4n#
zWS>x8y`b4iIF8Ex3WyJubR4CIzXT+eTJ!ulrdVz4RWNzdCQw3!oW`#}8{9x*p$P1z
zmMqgLZ=j*4KLNy@sGBda=_aLs%YFWZjkMw0H*E(D>thg1zS5E*gy(WydTIW`)?~*<
zh(L;JYO4`OeEj(FF4L*u;R4SUYe{}d9gJqxVY5YJw2CW
za-;ppnA?3VdzYFDHStBYxq$(dwe=W{Njh{ks30=Vhz)MJ%Z*&pi=-s_jt{3r0K?wD
zf4@t+H2&2qYEsS2%>@ATmr;n#fCoY%nU^kK{*K(I)m)wnmsXa|8aPLNEtzj?obxaS
zG}pQQ3}7uCLLW-yH8tz;Jc&gE^j37H3!>=p=4nxCJSr;4w4eN(6#R=351dOYsUJv;dQ(70*)O6y-y0bpf4XiG!Jdc6tnJ_bu7(XfiUyn%
zz8#`UROm}rzP_e|unLgA45N5E;x+*WbI;R$8~s79=edxCmiy4s(n2}hdB!?vTWBqh
zEA@zS&E)6H(kIhVFBN`H!un8&+kx;oGAx@hnjhc`lYAL1`vKZj>oykv#l+5Ee!n!A
zzw{tC6jnPc0rv#EZQRI{-WDLt#Q#nwsA*XTxCTwL4xOLQMApDm7VDLoAtvqLccseK
zY}kP``^U>nP>~USUCXln3PXQ=Qj(w>mK~;#PG^0Y{sW~mNm0VcVIoewXkv0-%8&Km
zC94`eCzJf>zqKupz^SZk|BYqL0e1nZh?fZhtvI{7zD#GG2mDNm;>Mu7-NT@(8F>6i
zM5_EO=R!SbXlnWn6EeeXA**PzKhJB}5Qu@qH%JBt`3bFTJG%U(#cb1TAkvxwSq*6l
zI<1U;GieY?{^LVVOdJEF>Dh871uWPC(lz(6tmPFZQ#@szn
z`U-ri<_&$>4|;=}5t5HN&8wZmL4mkSiVsweBL~<|F=g2fc%$=negEL2+`l)M9{x>Y
z@|i~0YSbElw@#!grV*89O3VNB&j`eRp!mprAnFuSHV+>@?6^TMRe;qJG&u+NR|ui;
z#wiHN6ps~anLD7*y&-W_7kJxX_*jijLnDBfiimj;*)oA2(`~z^O*Su}H;MCjO(Jn8
z0r%N+%f~vI9xEN?nq%D-Eg3ItoU#0nx%;-*
zbAJFjaFCSUsvNZ~3q2iiaOe<23CtB4v3>XMT}Mxk7pl$%lm)A1_-x+rUXDPN0wz1x
zpqf=zOLS_8~Hgn|It
z_PM->xekD$$CA!zMT<|LK7BJV-Ov3C`ltM+m_I^YMAmf^J;s>p9v&0~&NdSv7VDfe
zKFBmh1qBr11A_Y!A>RhcTg>ngpvJj30WZA=L?}|!FH-WoYN$mo2
z>Fns(GSCin9Q!{mVi7_(x#8!x4hlMnN)Wf9v$ONDl&jeHt}cDhev(GI#pPB&01YU=
zv2GW#^F>JUk$BmoN6Y|3P$YMp4OwksVuENqpgJcBp2L^y{PoKZCPF8oL?;Ld+OXk5
zX9Mt-rIl3?!J(Hf-2{N|L{O1LnZV%Vlyp%k5kpA1T)~E<#dC-;4%5S15wjnLCmgT-
z_V~|crdxFEWdA_CTFP?F5JXd-nx-|DxwyJsn;pN3h5HHe#pnDE>9_|_5;
zXKaiJDYbizMI1p{f##PjTLzP+7%qgKfx!(31m8=1*~z72z!^4eT18`h&TI
zR;p^fa!D~)jvLBaPDMrhT3iarkznr*AgX6(rYIf&a$1zVd-rC#f)|qLBJOu3u}*kM|j^BgwnI>a8TY
zM@TdD_@I@Wpgd*iJdousg#IOHRJnPuDRr$vn8Y#)+1~)7OwozY#HH+k*>Vx8dvba@
zAq!A^HLrS1fYuUOAG-TCbUuB=Wl>NJ7UyS>Y)q_~*oWN(R#w6!GKhBZ9nQQrOtdV!
zp}Rm7FOYMSpZfasYcY(I;i2?);5Dz(Rk~@IEwq~tF_4sOz_t_jp&%nLuBNG3+}^I+
zx#+Zk$(0lKoaMD^g|W(U_aSp5oemIEfLRPse5d967zp`vPp~ez9UdN@EkZ(!Xwn3X
zq6EAcmx9Pt45Q)?<&$t=AZAD7o9!6LTR?uofA`46zNA)c%r3vvR`5?m0kIb!x?9truzgh_EpUjAtQUN$QdB}ElX?v(&W+nX(Bq-IzH;l8V7K>dZ
zytLSc;CN*IxJbURlidr&DuBq~C*B
zBI5m5M3j|%pU$wJv9@}kuJxb4Zz=@ol@-|t){DddaxJp%`w${Ip{N)DHOLz2l`lvS
zk>5kiB90V3BG*u6)7~Um6@KwO3R8aN71X<9Dti
z2Kc>w7I#TFm@(ifp=0LP1jgIyZ{*#{i!D1MJ$}J^Xsva$CGea_uBkzQ42=R#J
zD*B%FjoFUXD&3Y*4kl?R3&u^?{yHJJgnuudA$+PNux;DX+U*RCpN5Ur69^YDOKf(7
zD_2%iK;X|`+b%16_m%X^Kf;aN1kyB5AXh=b)Cbe}SXOqF=+AnE%b^|hrjqm-$&?`@
zbW~q|E9x4Nrr%k#>m;_L>7`iro}Hf^NPP=UKja3GO0gT#XaNyGhy=Ss
z3lM#3pVq<_4iZ&@YmhUdHeRKK;{49%YPHGpRU8}~%E1?mAX2;>cH7z{o(4%HF}6(c
z6tDv76jVBl0mf%Z2#E@);tg+&=t+Y@5)#~ouxM~cgH%W5V+cu88IYAg_Tj`voE65W`%n~-2Z!7Nj$LQ9Dwd;IW;sQ=FW>rZB_7?p{U
znb{i#T-Qr~sUqwo^u&rOYH!c4afMdm3+5_&;sjBFAy*%fky#E+fnoFJJ@xiLbPl84
zYtRh9A)9GR=ezu+lmGDq$U=wbZ;1padL2oP>_X5hXl%!y(<4nti)7Fn=P7d}?uc;l
z<^Trw^wa%opc0^)OY^p-L&<>Pm=RxrC_QTUaZ}ShU{Qucj~+dOj^bb@3C|a)9nsgP
zpCBRBXcXRw)ea>ivGV61PJsWZU5&E@K6`|KCA@WnR2+kW{OL}y4bje(vuhU=Y@%C-wwe83PA)9kfODn!wM@fmNdGWwx
zg6Zj>iz2Mn(0&AkgaS;)#>a0)MH!`B)g?nWc
zwc>%pnT&kCy5_ZOLfqT7ktir^3hXCr%k?1&GB|)ivq3H0v{&cmlP9bg32;v63O#<-NWgB!
z4oQk7U>!+xV*3q6r#zNT!al)sq#S9GlVBg3yv(OhjbDzNw%IM(QJ5B?7VE*T<(A03jKDAKPpH=#+>NwKi7Q1@6t0h=QmM}b`#nV42!(vrX~3V^F-Fo_P6kK8&;
zX|nGJP*m?z;C80TJNNEAd={|X5Sk$<2FW=GaUw9qj-ZcnECdvY3acC^l0CDz6`O8E)ndlkvLYhp(w`wuZo_RXKGE?lb-%4-rI{q3%UsFk7#f1NS^-SfOk
znSd$z(jl*2Yf)2Ox{~-lC$H5L_CjU%GGK?wYRLy9Uo9Ia9tlYng^v*S&pKRgzQP
zo@)i)3Hh&3Wd{1kg
z#BjlnCh+ubSSyuKctcDQGk1Vd{I;%DR_zH=)%k>#{A{4jZElE`ZT~LpfD)Z*v3`r)
zHijrr%s;ybYQ^+7e`s0Ow;|uDC|?HecO|`#4KJElQV(Xv@M4H
zp`TzU3nNSGTNx^3a2#UpGi(sWma=T=?Cj|Tt+^SE52M6
z7K+Nxa}o-jb){%;H!@w7;H(dLq!)fFyu|=ZOn2Ov8OUE8_%Y)=m~z5x_y$)uGE-Gs
zZ*6{4D@{)>itF+k{p)}%+dvL+%F|2$6J!);HX8Z<;fbjA<;9usCDEOsHs@pG
z;-n`t$;veqSf+9vp;jKurvcxCzPS^1nh9aqmp%nDcX8p`(wR$v5I$~DkO%;JbXgn=
zSAg3v8oAeXcj;#9(>~&<3j!W*y>qr+&QiKWidCV1vy|VMM>q
zR8nDNe4j|UI=xm1Z@Xv;@L=|huGxnYcUa7B@G%_Hi4qfIc=s5P)_YVxzi>rL)V>7?PjzbsJ
z?Z9API4imxldlZ>yPlOAo0yP=OxD}nuWXCJZcy4vL{wV14~z9Yyf9iR{<|B~&5Tns
z%~bstvgaX|MQe8R@tq1BOlvk5{qfkqs@W{vu;+77MJj}zGCV3_Y#9EL0*$B_Yw{Cz
z_Kz{U9!L=RRiD(ZBH@h7@Sq!`jbF}s$Wrh4J(d7SsF(1}ej+?#jyaSwQo{a3*ihcO
z_1GruhcOqTe&DH-nG@*3poh1L>@o^-ysYE&GZMiV5h#4}a54q*=SP`KGexRONFAsTb^eu^iQ`+7$t2!Ba~2`LfN%ugGrRo6$v?Ra
zF{-(D111f{B?6D(GEA?`?!Z&R@O5AjN!;3OCCBN|aUE|lc$N7YnLC6l`G3Hg6o4IF
z?zKth@jzm>0A}zf2x0qd`@fCD13YGiAP}j~_qe2`NO=Mzx5n)|9;=-KfCJx0*0W+UFT?pB{PQi
zQ4j|e7R0A8=U-3y`}+q`d(B$Oi0uAdW&MRb`P|8pI;F`
z2W8hvIf60q1@dQWlhX8!$YI6zCdp*1(0EHdOiJ9{Q1Uw$s|+d=KGNI`{3Rb@vR{U&
zt>eppzj_|ja=n&@Ox@8Bd)-oIx?pl_MpI-Jv$+CoAD+%^cde?fS@Ajo>g-&W$E#%Y
zhB*uC6?pvcH!6P|aDvNqzp9R-Az4)Mn&|?;+IH&fcB}D^le^yDOlE4swm-6lX1dT8
z53b^{IfqQceI9}ftWl-kDU*6a5no}imnw7h>Qz*;2QI^daTr*hQVx5qu}Sb)arfzB
zuBKQ?{6mjWPf8rqI;rUnc+dR5^XAOWGkYGv58DH4*`jT+gx%s2po;0guJ;i`T9IL}
z_M^S7KTlO`t%XdfDe-Lq(8YA*-XCzA7J}n}={<$Z-9wN9xKvn@>yQa%&&fbiGIXbl
zHd%eYvoq~l@SjUPuuO%I1LCYGP((dDUh&atJ(OCXcI3pLzui<-(6k(zU(6q5lApsb
z;VCBr0QF!}Rt0W9b-=k2-ih_k$l%w|xSNv^oyAQBZ@;P8;mvOTkz6a+e8(zQ;Y)IU
zD9%XqNn?(>+u=O>4;;9R*tH|hHahsW>M|4y$Nre88hB)oC1MhqSK(L>CY($pZ!ka~|#4>n=Lfl-Wp!FLrb>=$XC12CH5^-5L43
z(V!$~`#T8i)4@)|`4NBj(}AR7hc65oS@*rT^%|UJOQA-1(;3I~2AAn?<
zIaxA#QHI*2XZ^>CLaluMT9HC`%~2Pt(7--&u)kgM
zGb+Lpd{1B%r-PpL5KM0?WF&gwrd5j6Yds(rlGz^{hYp%_2`>rYpUlRqJ2pFZ2M}H`
z>c2GY{|9DGWw#pw5o+4#kZa}&#^nD4!>m4SZ^Qz9Yufl`B5kVgi-C`482a=M`!+|T
z#H{|{$7Se$^kKZ>`4IbF^7T}fbgg2Nnxw*k4mbly>H3{%78=K
zw46siY>I;F|3uQ+4i)PG4|0Fyq_x8hI)oW?X7tFe130Y9FYE9!Qk`IfS4eHbwRt3b
zSYL##9#`ZLM>>$@ih{1WarQq1$)(gvuvPhE3!qm_T->R^9K3Gi3H;Tw;zRF#4D+5m
zi&yU`si>r77z`Ro&#Al3l$r&;}rgW%xef3GYoLKL4=5a|$
zRUGy$0f_CGO)g@)Q#e`+bK&_wyise*r&VP$2Sn1{mlg+n>G3maKqX#B6UehSXIKU>
z&bmSWR%$f%J)c6>Ra0VL+|NeM?7=su)`<@$<6>STU&kt9tn_HFZeC+ASwGcmq}Wb>
z_Ze$nT4Bv3{gZW?7O76ZP-ryn
zxvRkv)Y#kwUUqV{@cjEK*I(9T>Iq{lv{+Y3igw=IaA4{kxlxS|`;s*}la^+atjqY*
zyR+LD%&}KDghzDf-Pb@KXuOpOEL**2JYhPyh_dsxaQiK+_bY9ALLwp}&qUIHE|eHc
zyW9)nQ{8cL<+{y}f%~`2%u+^@apD;c1?4h(DMq1lHVGNH38q#8GE*xdRe%1vCoiMHDA#_e}+s9
z95O+9j{X06<}id;RL!(a?g?Lti;HBKqUcm!9vWuOH~0YhQ9B{e2!G7H5Hs4o|G*
z9`Z|p-0_+OyGjfvbu4Q!U{|1q$=>OT=zG#=XFl1q&@~2tX{a{r~7$!Xy
z(@g<+6U}ror;@)~ty1B0`R&|ZM)V7?;QeqkDxu^A0}~{v+CzUzKVna=MSK+yP!1kA
zEXuR6uOB1cY@STW6i8`vWhg<4gA$mcmUZezhM4Af4N#GaBa;mIa@|hc2sRX7g1$6U
zNbgo%mq30!_)g+|E)&s3(C<nf)ha{NuF7fUL5g1sIl{pTsb|B3me9mq$OyQ
zgEjobNnRjXWY$WCq2O%QQDgy$%4x4>b{$ks8Vqq}BFUX#^B?}mwb#d)vF+WxJLTIS
z{LDnHrr80$iZJa-WKy0=FYY??M;CFC0P?dW)wEZ7$*~P!W)N5aU{$jzYdcQh5gKL$
zz_r(H#E0}I&2)0s;X7OZov7+c8x?A&0Z5UqZUMu^V!)1k!S0HV*RTOLk6dw@`jxAm
zii>T|AgIeD^ciKqV7eJKq}FSkG1VK+q5vgkWz~5X9I%|KlLPF?J5$
zhjS{1W{rcGSOLKr!O>(Dy7>P1RK8WuXLz&%c-5*rR9O{KRdU)2#ilyCVWTREvD3eD
z#wxXJYn4gq3cQ4sMj91TF6o~bO#ZI{pti-*(zwFXLwLNs(J%czW1XanD3BSf_kdb$
zg|I=%JtPVNFoh}%dU|?92jbsa0aNxOJX{VjEBi|(;=Dv=CA6;`yvG`9RwQ!#=wOc6
zWcWw6;Sf(FN-bW#B)Lh;@(594Czi((KmkNx2F91y0xGRJ6Ti%k7U5O(baQRZ^ps-Q
zkglk;%~{|_c9zTImlFa4{Zy0s)JejCdARm0G^=@tV9OwQntSfZGOCrAFs?-RBNR1f
zxM(f-NEPYI5s8Q)ljh&C?=4X|H`{(w6#bRaMXgq_^E}?u74~H5v`Uh8YhA*iC9hq~
z#{xGhFZe3&ARHZjv`0M4l)(J~&2cXe6vWu0HXsdi|S+_6+Y$6Punk#V>Xl+b81PX2!THbf$`xOERr5j^6q)
z#EuB(TXpMaZ5Hv9#ieRMA*3U@3~08023Bt5KeWLk^n&B9QJcPo7YWT*I%7U480J^b
z8Marl=N(N?sEte{byaWY7U-1!4x3eQ=~`EaI8L?NTO;RZQK&xOh^q~U6!wmV9T*rp
zJSI{mR~4+{oUJ(O*jIZikjL6hdT02r(Vs5H^$H>uTy-XD-W-SG6Pl&dopr3T5I`+3zld-QR|gZpMIn1+by99BnA~OITv=WD}iK@LG>L
zR=bXHs@QGjqTD;(e!O>CNXly~(OyO|cN05F)Op`ZQnrc242@;thaHR@u-ub@kXT;9Y^{=-Gxfa
zzs=L!1pTuk4E|evefs0M|3fvH=M(mdKM0@i-kAx_MI*;`#7Fn^t#uq$fGvi=_s!#Y
zO)rIVUrk1B7uBkD<;eL7>lfX`TOjx26=|P|(sr=TVH*)W6SMmwe1xH_=D-g634k9+
zzdRm{s;7KkRXO1_Fvl;~ygEs+@o!cYqAjh%i?udid(Q~oX#K`vyNw
z50?br0A{{cQYjwVK~k^s=6m*96jxD`(FxC_iqpf}Y@ZU^LF8?q-C)4tp6jbPA%Y!!
zYJ#SX-BUFebs&!jqn^49ndp`QQwL)kl_3g9B?{+L?1V^<9s&`Ba1exPefb|$LR4TQ
z)IhGrc5gpa2}&|QIpO~XK;!>qVNgnXbAw9Db<%tfzsRIoOF2*+8x(hb$=p@UW)KkR
zU3EjlW0AP}OCPfNnzDi>zQxC!9QxdpW{x+lgnGbul`0Bf9FHoWZ!C`=%1E10)^4te
z+n)3zeS7|yK%0}n63N5YB{GH!e+;eK&v{?RH@7J^_p+_6ZKGj@z>G_NRTMVcBs4Fh
z=&gdO>)}tRjPig=JsD6ZjDyQ
z(QiNbW8UqoRBO-InQw{V|AoCbkLJ36+r7Wd^Q?)aq>|=QG?1bwLLx&mDUwJ<0~$1t
z24kWkDJ2<-Qc43wij-0`q6`g+WM;qK*YEy4&%XDt_OsVs>-pz-u66&`bzj#NzCNG#
z`y7trIFHlj!|W@0v0Z0uUS^&E3>N#a_o`MKhd=DzxJ7+y>e%_kso5bXV_IJ272KqR
zbeBE*?=omcth;Rf|ILLN)TsC7^C4$kf$h6uc0B#N)qyWA(6(
zv2WHrd6M}eZ0*5+zC7?&;wBMhIzRqDJzRW~|Cx-zY=gP7q#%E8ii={8JN5cLmOl%V
z%HqtAeZT$f?z4h})zSg0J9M{=`pdU)KQ`pvnv2Tc@2Pb#n*Yvm-rdHa@g?8fs;j5{
z6w4moSOoMGJ;nbeg?QFmBQdC^<&Udz@@=l$`Y^oSZH;3_S*+AHymnzk!f4xn-ls%y
zP^*3gPqPO%nVxa`QkS@CSWH0jsgD7T)3jeqU0(I+K?m`_;2Uz!oz-_t{c98T_Y{f5
zDsbxU;;N?EXFWYV6E_Jcxbs|||Fwn3mcOVwo@Mu5tG+2a<(zra8Y|
zyrpXkA1^ojZ!a;(Z4n2Hzy7xmlae521zRSjIGFt+7x__U*u8#7!nLHBdutnW$I#R?
zDEz3Z5`f9aRX@NFgRpZs4-R(e^5rKYPNTR_h;*Su5I87vb;?Ejlw(Wti5H^#?>rzZJ!b}0osxE
zXBxcicMTKFN^?z1^GB8X((oJgCE~Sx8c#A(7e5bj8CA&zmn+H1Gp$c=H5N(=0etvw
zxlJ-0v|{)_L>aQ@ue8~ViQ_)SG^?2)eUAAXE>1mYqU{KJB|Z#%y-C$Fg!tzBO|;`5
z58jC;WoR8-!>jTtk-pvx`k&Ovx$hv9W0Yr8H(yzCM->YV9iRVUfm}NI+U)Ow#D<)&
z{uljezVE-Uf{nA6$6IQ9{q7+^hY`n4D5TV;jjsgn`(nGYA%Da-@cb#+KVan
zA5Z?@%7kFmN7x2!fkY8CRytynX$~XgYSVI8S~j~SB!_?7va->l`|R>h$3ld*NoEp~
zltpJ}-${Fexo3W)Ok#f&6c__cq~!YMotK+C#oqqMy9+fkQB9fFE2f$z*et#KCt|!6
zp1UqkCezGnRu0s5e4nDvv(WfuVH<5ccSKd@P%s-2h~S&
zxG|z%IyUR?vgRtamdSz!oBg*=#NS=w9jhQNh{v3STax5*B{6Xt#a#wErg#d(5p|!I
zN>=`#7M=ZO?Jk+|F=P4m_x=o}eu0*HGEK#vpYN_4hd4vPiM@tt33%BQJekti-`xJr
zRQu%LS^|@_*q)==-wOKQ1rq2bSeAlZ+hvUVK0#{~6u4r?DCQ8Kq5pkBWd#_ToaS&f
zx$?;%d`49Y4-IofIAjS?l2l(FH5p4jL76?
zK*aj>-C7yn$8lt8poOD0BIN)E7E6xL?Vf=wi*ob8lsra+7)m*xmdwPB6--SMP2v{X
zeJiFMgrY(etN*FoL?$KzP8lL!5tSN$9aP(Ba0CBszSBP<7yg6!#?g@7E%hr~qEysH
z?tNp-8CtSp#TgOlaKDg=7A=9-jQCT6oKk-8v}Dt*vJ1y%Wh%ANwu>fOvFF?kqe#oq)W!C4~NIwm%7TlgJ<66Y^GEx^m^I!F*YN
z1ZwuNe>w6`InOU3dIVYxLL`JkucK@?ZhVSI*EM{bFQSxDDLy{e5w!h!`5Ig6gY!nNjh&~%42tW7v2B#0?>
z&+N@|$1RH;g6P1>#>U3++0?vZ*pe)SPyz(5{wwIll5<|;gzj6AzZc=yRjPBBY=Ony
z^s4H^8P~ef@ddZq%^qrDyK(&0sfqpbqzk-ky?>-7w4c$PU_P_z>ExuUtQl3~TPnxb
z<+(NGh3x+O)&=USs%){FD$Hj=@jC>8mJDenp_ki|F+8vsGVK|Ik1t_$EVjM18f$~1
zq)_m-3qhyP_WVzu_tD=%vwgA$NsRx?1Rp?cmE^MV-vAjR@QVOs
z+Lgc@RY0_R*lkT&Cv1UeGzWKrwUTsTB;v);Gf~@tdYZO`}AMoJhZyHTIGA}L$h3Hwg|Lv
zW6uN$=nV4n>orsb{c1$uicLTd3ZFTgBGAk}dBb~=vOm-GY<~Yu)>A9;&ac~`E99f-NUlT|yd9d{^tZred)aN%rpEHd)p=^yx6b(H
z5dCAOg{|B%Tf5Ap*Ru!b_1`M&efe
z*iodrN1sfAcu;Vpqm`7*zF*tW9Ppj)oj1@
zd*k`v9nZuqB9Hw`U9rzjou7beQ^q17@A~%`M8wf&3a&TCY-k*B3k@p-X;>h6H3*PI
zkavvTZ}ANipz6kMV8B8_B79~OH+k62<2wnOlJhGl7HiODyTShrRr$4lO06dN7>Z~O;-Pd`Ee(D4(^?$Ayp-nZu_{8+w%#93
zH#ypTl}u&Nn*T*Hu}Ze?f0wSjVv!V|v<-I&QG=n-%9*(hJ;((xSg{yrun1E^UbT34
z`I5WS#VIQAn8CSY{1s4qo{%VE337p9CvnNEgsSL?->7F>`!9Dg5D8lFyqK0QsGQ?I
z6;?IG%lEV9qnNNz7>7HZe*N*(M9K}|$_l$k7e@`Bu`TWl;Cw{Ws`_2MA+0~l2Gfs?yj~&~0NbJ(7
z9^p8b3B-Z{RUr{^0nD4sj6SJv-Hh!SS)U%xSx*=F^6F{14cq$3b&qbIR7!lNoHo6=
zd3Erg_U7kC4SLg4ZJ$9~-H&tM=R7(3AgbpBy-yF_?(-4f6rUa|p7-SJnZ80KhXQ##
z7s$tc_cwEu^2qQ+liS}dXEzQyMIC52X~E613&EAbWaOX5lA3oaXmPdxP7(NR+L@5q
zJ(Ra!7kKx=^Q!S|JhDWvD?Ww@Te+`af6ZLk?1&wI(&^h)3lWM<>+nvd!Q)byZ8|Bu
z5+h1g&SV{Omtau#^T?WnrUMQ-n8f;G-@8%!FWmNOsoeSL!dh!TP3pw7dQ!m0)yjxZ?T;~QY>=3P@4fV3$d4Y67)%T-)9|^ohz8wg?TN#
zzC2vnay6y7zA-bUaiM_pDHUc5)}e}j5Cr>O{qR*NbAtD!d+(O5i-peq`eNbuXF^(!
zqF%_wM8ZC6?^+cs@QQdL
zRWsH<>+weS^PHE;=eqqU!Eto=3b&?esJCG)zvWs^$ZWbfR0zPS!a^uk#=BLUxcPI6
zh2klx&~voo*C6Y!a{SSk01dPWLg7}q@1yxz}GGt2H}_8Z87XK5d_agLf#3fr+bk>&pkB_tf@*GIG6g_s#E(
zS<9Dd3z^GBQ~=xGIm}1=dWK{84=RKBHFr>Yc8JPkLB8EZtNInpWt~7cgaSec)O*m=Y9-BM&;f{|TS}J>}5=w*&Nl1Z2%YHG$QKw3F
zsgRadX16qEiyjiq)4SwjqA_FUMgeJ@wItb8$5%ljBnRc}v^QJ979-g6)`Ptu!|%Eh}Ac
z`&VQ0ryIje^e4t-D1UKnHrQsp-P$_)G-8OSDvoleaEU^VVR2_iUu-&sPy8um`=er#
zog(!$
zgB2)bz+jzG^7q8mz_p^{Qc;Y@7#SahI1sw0Po5|_%vMu7EA9Q&yC&o5(_%iT3JZC*
zl|J8tM#dUzzv*XBoVZVdczKT--l~;F?5b7_1rF@j?-9d;FVoUIM(TwO(bfx^MmNiaG0s#>#dE|1Jqn+BD6Qx2yh*b-LaV)*jzjcqd!$uMf4i@VQMDY
zyz*ow-%sH%%xYgNOtBUum_0+xaVPLrX>Ad^%!Ia
z3vkUV9-DQ1az`;wy`sTxs&qG2%Batpbw}-6U#G^0jLTYLN>)`>l{vFt#QF2$sSaWg
zQ+d<71^BSsx_w(*lTDj8t$8;r1E7zDbexIa!e!Wg>n>V!bMt47_q8?S#W?sz>elBO
zR7dJ^!@eoIZyzqr5s@-ptJ_u8|g0|Rr
z^STj&S_i!9
zhg;tuY*_ntZU@_{=kxB?*3rYY#h#ymg9m4^nBX_gV9fiA;#iuKa
zFnlDX>2L6K6Rd~9r}cdlL|wzg$Y+!eE?Bza)O89Ex?L>m)UM3%9ciQ}HE7n3>#wVs
zJvLigf-smCCv~f;lb^@-sZyHr=4}R)>e{K(=aFZ3Jzz?I{psyaPUqR!`O0Q0;9NG#
z-OfyR*o!lulY_%*{I4?3rOjuD)!(w0^9QUW(wnd-$N_1S!pG&xxxZ`X{8TG>7CfJ`
z%{kv78`yBuWR%_gofIbCu?ke2Qawe7{o+e5te)jh9_fI3#JWo$QL`o4WY2HSgD|3{I9A4JTlN>z=
z6%1()FaJ#eY#43qHD?1yWEzZ`F#wM^Ma-z#}X_%erwg$*V4k9*=ud&_CY
z{gQ+9mphI6SQpcBgBa{!f4;qTkPoqzVsTlxRyRH^(RaegktK`Q50p&__;9Xs
zFTZI6cl{~t#bnaLLHL(`1sP_2Q!1Ik0l3@A(ea#uHs;HdGvrO{{}$Mf((YYweM9)x
z-GqziD_6w&&vjN-aiO8^BIa-bmMZmq|L$FBNy%gO>rGHnD(~UEQ#J-PLFUTRC|uQL
z2M!pp01NF?K|vd$zssq)hH$5_Wj4!$miFfVC)*D*wJaWIa&-_JL+c)OdQZS*K;dNL
zx0%bFq)L_-e`Z)}7hVSpl|SW&2;m`~yOubmqb^@74m1vd99)iN&ZISz!bg1+92h4s
zt9i!~p}w6xUfZt%48XLgm_MxTL*Ed};y1UtFa3Q~+q_mASXXes!z1U_D}U0HLWbei
zpZK=o78O{28r)+Wd`~=dNC>Nx)M`Jq;mHztyYvu*gO1NUUiCU_YuoobDPedylySpM
zuaAC+4ZDv5t5o+e*uUoY0_*e_zfH9MeE?%|TGdN18!I)?<(}u!qw8pyHmq8ujs-VQ
zX(ASN1Ed#J;`GJ$LyweKsShmEl?xAxvA~B4C!F2G+>p`j$JEu~c++mUcJINfCgGJc
z6Qi1AvNIl`(0uXinYVbJ`^@G(ZqWF<%_Vs6xXibl;7f*=QWIyzr}q(48n~`m(Y>gw
zN$sdQeY*Z7BXMRGy!`43oG)=v-`{%*wio=$jPV>-;72cvFw7t#c1rU7hJJWE&&I~3
z>ywJ1FEK$8vjj#D4<1eFj`vY0_BvP+Mr@rqV#EO&%Fv*offVXx92EF~4Wmj39_JOb
z#Z%=_JjGI&?F^HK3~~SZ_3N5;DtJ{Ag2}9V^h2%ElBp$~wrnY4a&tjHyOnpgR}AJs
zXJTaJfUk#`9wD8k1=z_B&sjg^X?AvAeYd-+E_&M9pFzi&IG77R;zv3aF$Jf)$X7MV
z&cFAv)!>S8v^1qj-KYC)_>BXX-*O5wyi|;(q_z*mR2VsRXLWfRD@hD`cx%nYeCY4D
zykk@+M-Ckd-M6m|4{P+JnJx>xEzT&QZeK)D(PLgExBlDn-%2>TH$wKzOYsQ`(#D0P
z`+y1VkZ!AZN^fvmK$94+;n5j)pwZw-_qgGcP|%keV#eCL#&4F^_8GCOaH@T)~Aq=fek4
z
z$H$Z_Po6Z%8Tal@`Pap+TI&RxSHc(4N$Y)~`_UBnTZi_jHv8kMCO>0_jJmag`;CJrLWxc!$DTO{~tr7o(L#*u^Sn
zmy*4Wl>D84BDcXJ+Z*N0kjaz#7#pXIU6S~3Er79bEaHL)!^5R3Niqw3_7gU3WNRub
zHQ2$7tLbyjD9c@js;JbR&Yw5`t;_Gic4U+O!g^IWxwARPJw72Jr1L;UpD5*a_X19Q
ziD9XrqN1X@sPnc9KUtzKeAIa1LP-lghzu;8=YT=(w`s72
zZz~O#dT(A0E7{apFR>!oxmBp*u%QxMVCG&j>ikw|MT&5jWB~^%Yq7V@!z0bSK;v;k
zcxb3Z+WW%Olo}m>rJ*$c3j1j!2=5vlg&x1yJ85I1L{TM?AlPCh$~>ZpaKvQI
zQp!OJ3l~BJ97!Q(!tc6pBjh
zXTlfgH}b_HtVfdk0%aYhqB4*-@`ye666#8$Nc~p4uY-gFb{)0$)@sAGz!cEt)%@;z
zf0UHqT-wpn(()er`GouX_Md}TQ$9~6>B^Ws^!==Wd<^Q^QaU2{cmFxvS3FyjF=U0w
zPqMd~};PE-Z&h(>&J!cbop2<3bc>7@;F^8kqb+SwR@a!PT|n
zs`qQJBaz>7L@V4SdSckk`{le$VM~jEpp7JEX-ILU=lDg(>D%jWT*z8%7*^TX)Td1Sld>NRCUNbl(=};#H06F>
zO+RoXzWD=7A6Bs^gVjXEB_(Yn-3QM+BwV90(7lh!VGoN&3lT_akeI|)LSddN`GxBb
z8zDMByzowLX|!2i${=C-<9_b&S=O9jV>;@?!T@sysrZgw+UG1P$chlEpJ4Kl{|}(=
z#k#Tjc7Acif;n^U+m8GbvHK(bgXj)g;eDe?$s^t$`xf=0Dt=d2r$J!}TW5GJvEJn-
z+gQcwaUPpj1uDf+?5_Ka>jGOQ@Lw3KSUb#Cb(l_8w2X*64N
z7-4_<;{W}aN7gF2@h-0eK_{ydu${(`i-icqJ8kF7y4gu}_6V5RM}k4s!ZG>Ja4BAT
z+2}rvRIB9gw*T^9KStRq(QKLz_;~`SY8oA}?FlEQIS3Z@srzre!OT(Yj%u4mpe0RzrKPF2%WA8{
zg`)Hk_C>5LT0;hvtcY2Br@MznSi*o`BNm)vKN$wnTG)LHuUCmPW|rdIG8NRGmo8RI
zPTcu-BYNZRtdgu{a9<+%$DSH*{xuad;M
zEcyi+a-%EDda+lcm4y9NdllHB8?$tz55|@+D{XKh9>FdmmRW6*h~=Sd0oe?M#CJYN
z(=KtR4;Ow;{7s8uC+GHddmi*!R3A80waj`JRWvpIqc9s~MfGf|&I7{I3SoOMosPc@
zJMB0hClXgAif|k^
z(^8A*_u(hoqZVlk?t@%c3T&zIbaZ2dyqcOEwNSG=UC_C-z{_90lxvnSsn^YGR
z3a{J=tHioQqY=l3v%-wL&bYM#64!wT0qAVb?2{Qb%IWW;effQidafAd}a@;
zq^Vf#Q|6Wy9r5-y0LKwKbuiiNpr0G~rKF^YqCPeuK@+=oVC7gW^o(Lw$O?mSmRn6^
zc?z}4YQ{mI=jFLw+}1SXm+IW@4%z2TOo@qN%MIVDjf7=Zq8@;S87~$AJjeY??E0Xo
z7yC@owt{xdqpo4{+mnT@_sE5!Hh|d()mMylYr&5e`+eM~eqmB8oYV1EpGQeIfdjtZ
z!(+8rC<69ocxhgQjz2!1BkPAI#YCAUC~+)Dl#^4pqgU&X$Vr3SHetgH1!0CypR7Th
z<1U|c$s}el9=xLrAAhU0-oo0PL9=%a;L?b7SUi)@<>j6XHV>US(<1ZRdz{oVmq;m=
z@8iEDB>!c5TPulh$n+OrT!K^gTp>;qGaZV0I*oCp?E};86Q(HSg&@HlR3$
zK9HCXqKT($Ih3{sKe6Mf^o){Z3w=Hred~CACN3nJDWeuHT*xe~1V!9D@}^j<#xP4S
zIYc=#u19v4bsKm2M*p0!qKd_Odfi2QAiS9Ui@i-rzkbYkNXr+kR&$1G&YJoVPtBS
zsS%GpQO~g6XWvbGT6@lvFdt{xghbO9sZ64s3@1eV1dz7g)J&-e5!i&@LF|_otCRL%
zQlA^MQjUY8fek38iEi5)%AF_k+9*kdvHPd;atF;@cOJGg9`|Eg!@|2GCB&PBU9&i~Dy3OI~
zu@5TDD)ptoH0r2dSepu~$7RXR6UU4l>*3g0J@YuvLvd!m1sXmI-wST^Ab6yTv`)DM
zpxd*rl99TW)`63$cRKO%@unMsi>~lS%*#6n4_ErIxTK-B_TI~vOE%_-GbfS>UY8~t
zZI>$fi>*L9I-PTErb^hV7*4hyRvoYg2{T>zT+;>~h0}hyK
zle^Pyt*qN1$6AlV!A2Di7$+8{=OWRHt*;FKZ*FPc4Nuv=tgP(K4SPA-)K6t)owR*6
zmt@IG#&?SlUDdT~eLfhfpZMOYXP=frtyq@8tu|^WA<7LS7P=(cLz;6>_xhV1&Z1?3p|Vm$Y%}I6
zc}?^?Z>(mHTO~D_s5Pn-J{J}3PSKNEL5cJ914ENpeq-Eh7eXR0TLv4jJ1`kXNR
zjt~8J-JyiHd41(DKSh{;
z+E%!K;WTq`l{$r7%eJ5kLXNMM~KTQ8XTCKJvtFPqI!=QttZ|-0>9M1cSR2h
zDABl_yYSPBt(4qMMXAng84Cq46no2sDKzytyus&u7HLZGo6a8t%$vIt~@$)(|3Mh8TF
zV)++kd89?sB;luNSCA+?P5)U;MoC;+dWd^JY}BYuNOt;vymck_ifJF{e*q1AE-O1s
z9v61jIXO9z%i_*08wjqzNNcabrrl(w&7*^gTc0EUhV6SGy23OPwP<^`mgDRqqkf`Q
zCWik|RA+bp9Vkj8&Y;mH!*+N*^=#iEbiJdw#lSJm8)fYeC_o)>RP|$4%vzm1E(^{i
zmhQ{q?yiCCi6gmp5DQ?Y&zR9hvC`rC$Sg-ysb4P+M=y>TENE-RNvo1>-STX%zz$j%wbIz{
zKcRU61c*)XCrTf;WN-?BKn8xxi+M~>AgUfJNO?uY1=r=YNdxm2vG3A{-8Osf-BYLB
zmgiZ*?P^k(=ir3yP{Bc7baFx~vit*b8oP(bBu>j%akp|_1{U#ISy{p$ThcN6HWrzN
zYu_w~=;Jq%xKo0vUow(s&Ef!~J@Si-$USVFP!G>hk1)KSn%Y(vv{OcZDAgS)Q{q%$
z(OjRLB{4S^O$v#z6=2sr&Qa>$TC9)6wi=Php$@wPCsTNL>CxYGo888ZB7$+n5A8IL
z)SqMPb;m-D*9Xutj0$`}L92VD5elHWfMYZ}9XvEz@#UCft)`w8r6}8x9UA`H{rQ&H
z1LeT$9l{}=GfvHSKO;l?h_`B8)0X2Y4s655_dHdv>p*Rvp1peQ;TnsM9-9EMD3+MF
zpH(gF37F%fAo3!}^e}$hLF~>%K&6Ma_p2yeO~c}UXzmwYGG*-7Hfh`Ua3+MEDwyK0
zU%%AZH4JI#O_s@-uLe3qBeeJ8#ft+<=r-8~b&&T%%3p<;Mf*W!Un2
zlQ8UK2`(fwSN?S|V}ewQpDqAG4l|4XN|;{Y0|O{l8lh;kD3oUL5E431Yb*pjL29qZ
z#eD`bpfni3&zUfN`bmoR!doDxmtWZccb~zV+{)Pawam8>*5{NKYR!<O}BE*Ao-Ja$P7Bpb_?oG@;$ksvEFAdW&dd6(D8S
zy-?3A+f@OO0g)*fYrykQh=58zf1U&2Jlpw~y2VcRL6n!3{l;466E?HX#p%7Gt74uk
zrXGUB)pYy2xR9=2E%eN5MZmK+{KV*RNKxg9go0dlR!#jb9O|
z6wP)O$6*AleKvV)$t9yovZ;bsy*_|3y=TCJoN+a_5eAJ7fjt2dSZsXB(1WI`_rTXr>UFOh|}sBnEOsg+NMguEd}vHjOJ!GpDFY(IDeE_@lzb2UI67=9uH`+!H9U8?dv0Cs^lHjm!G#%fEcb|_@!lb`&Go{X#yyF8*J}Q}d9eWJW8ln?(yDC!q%N>|zHW@7;wp+;c5Yvu
zI)@EJ7isk|Goys))bDcTm+@(I~O{89=T^jzD@
zUU+a3i^Tv{-Dxl+NQ%I*=34QJ5tT5O`zNlZ!lbE~7#$sLO3n=%lfe?~%|ru>+uOz-
zlT*7Iak9V36Y9_DpblYvB_$=_EMuf}g8$sA~UWbXwflBn$2s6c{KdZo*;b
zB$}T>;E;s_=EBbcMLnT3c}cL*iSPk(`%F=N{X-SUP_S9x6`2+>Zc0?TP?uo}+6Y&N
z5{vHh09M@Gyhk{X^8Wa1VBfx){rmSP85-j|Rj8>X)fpiJboUxP`lmLnTkFgmsiG1j
zG|iK&JWF5FT5yc{Ld_&{3#{#5+m9*!x-jb?94r?8oW>F&dziE9BiH>_EsF=NJU
zW$AG%zYyD)!!AJ~@9}$Sz*6oDeW-bQK65jrU%sS)?E6R^xPm7c4>Y>nNjB#2;8zYv
zNS9aX(W#U0JV_|8MFqz17$5+ons@m3dmlM+lQ66NIt9X+og42k{6^59*80MxBfGXE
zrEtyLtEr{c9>f`4fQa5oOD}JR@ax*G+i-0-d_S0AKJ0^ZS0Z_RZSC`d0`pQWvg!-7
zn=W~?$0{i77qwhUAJcJAUTLgGgv_0cIE7x0+AJv`D}e%e;_J~;ovAMNK)ClU`SMW<
zJg}^=@Bul>W|sL#d)4Mn|CHa`0KnH-TKXmJ+O};Pd|eWojftqnqtfMz0#FDo%kk~t
z3+k+QcJ^s10?yb-ZFJxMfJn}R{rbAZcI?`8cxEVufaipB62aeFVzL_W#-majA0m5r|XZ{Oy;eH%n2POhP<`AUEM
z(RpQEgD#pR;PGU~FP_se^l}}$c(mzncFdPB|5rvl;N-E+!GY8;W%6X!K!2~;p@udC
zqRvRsih`Zv)tNSH1M)LIn-D3%6vWu=Q|52?;ru6)_{sERtG2fEYYt329;2(L_cbP^
z`3d0e^Zfi%=p6b^f^(52moVY9etB>}z$5bJ^Q^3+mM4yo+m2G@4)5x3HFU;|U_L31
zqUR>8g5VNNCY+A==U<$qr?GSOxq8F3*9a95rHYoO=EPaE
zPLspV^Zo+v|FPp#k)vX%%QTMpd>hca_X8@J3DD{ab>LMmd9329-kMLiNtF+KO1H7W
z%4+z`2kG+5!E)moG1K^9W69ExP&)Ma-qOR%jq+#oC0x=(aXu*3k9c}2z1;cD*$v`h
zGWsFZz5KRAN9vwZ$O6t_d0rwg`xpoBD=iiI30?{=;Cj44bd+~rR(<)X&!C+Ut$prW
z%?)N^dU>foC$7KN{4WUNiV`
z)1eIrwAk1PYduuEH@RMv;_M4-3mG6<0v@hd8|f!q6EWR!(S8Dx*wm(RMsnz0y`!<3
zX*0ir*Z_sBl)c(>7ccI?N;cL#INN^BG&xaZN*CT;T$eac7M1<8SqC6BaQsRwY7b$x
z9Y3k>{O+w+=s$4xB>l&Fc20AL#cC9F`T)QW%}_Vftm53fNoX@z5H}kN
zXfK5qZO(mEnkXcqS@zwzD8UPNXsq;d!jl!g|i73~mv
z{3z#QuV2sg+&3Z+lRZIOiIt&4S;6U}&}7?Y&}e_16Sblpmsj6Oh0Dgkjs#P&Vru+~
zQsRAJ9lP*t_pUM
zGj%^VSBkVQl_4pPxBq5M6S!;FF3Of!Im(%W3IHf~uKzPi63Qom(n|w%bpR@+!fY>S
zO7z6-*(GyAwy&a2``y~`r?6`vz4
z6o?8fG?3GdqK4+vE{(Ml0qRDzE=w6T`s$($1D&jbj<@J8TqxuMVmB?ogc0;4q|YOM
zqVa_i0L7a(Z-x?q*frie=>DE_aX(1-^0WPp=tO8>uM}#eQi;BqUlK*XhTG^a
zl{*24ifDr58?I7}3t*cPlO5!(30d>h)g@Shk1p)`B%{XymU^{@uiJ}^^!c;mN%4ay
zKV?Zdg))uikM(6+^qVdB1szRMsgNEP78za@YQDn#GCbFCw~-j0lPg
z?tbs{q&|3ef&~o`ztLiBVSm1f+XvdZ3e091ic~5_Ze`2qpKdG^MT5)M#1*+?Cr$F9
z4hflTee~B8pX}%rcTV{zu$snKA%k~s2z!v7vi*k_K)PO!9>;oraOXF$`g_6IH)O*U
z>8qyK4h$VSwBmYN=~>U@gs7V}F=L`Yo2|KIX*aM}8cS=E#9T_^`kcM|yO*BVe1n2A
z$cBdWxzzVmPhWuygkqVlc`_@hc0Ht2I7I>Q4&Ya)!T_vN65Nj8h;A{T^|kr3)W`T;
zKs7u(FxqhbJL&vE2LHB#TqoulpqMK>?C
zhLX65X~`jvfYYaS;}tgr2L=WnN;Byf#6+e%dg=W){NCmL_;4qf$kxaFe!6_c1ZwZN
zFSlq;lAX$WtKnsTV^fWM0o=s7(gExFVd4{qi)2#N>631cco)I{@GE<{8Or(KGy
zK3Z{Z-<=;WB*d%J@s(?8U=
zm50V2$`CH2V3Y-!z?4o~v}q7Xp;nmz%jlb^ol|vo(L6{#;VgDib*qvfb%YoTct?OI
zEKxi&DUZ@p4#54;(WCuVD5@LWdW-&R*zDOWzMTTE3FR7Es!t+>3y}rr`i&inq~@BsxMwQ)c9%7IpmCh^DVGoyF@n96!->L0VH
z&GFX$?~Ge)10qw*r`@D!id(ZXgrY^{Wu|T<`VZ!oE@jscW(Mm7AqZ(BAbNsU>Q*KH
z&UD9O8HHT6WD$&k|4p*>hH2Gn>Y6y-5h@-7&4A+hT_-#e0s>vPAu96
zG|Z_`f!@o?(o27F`>zT#<3sSM{np2iFxcX!^F`*)JgW~1);bZr5sN+qUe>90t-bM?
zO`gzypJ_5BLy}|v*`q{xdwx&F+iN44|2jscDi)d|l-t9H_$3Bc9s%A=*z|6?z^28c
z=1quo-%mqSmSoyqM#K4h{S=(8TYdlWL#(d%(D?nRf?0|%Bc-iTO)VYLSNw=TBbll^
zN>R}r{jVrLp%3lKDsH|IULA+Rq#7E+rfkXPruwbW5n&9<
zMw-N&DQ!5|b>LobkTtYb;wQVyR}=vp=Hxx8X73cGNcjwxy~bz)a8ZA-MeD8!7xP4L
z@aSY+_j6A#QmDQ`=G$Fv_7RRPS5dka&`7Lgj&5K`BtR+8K6CS^v)o51aL8ukW8dAR
z1@++NH5ZMG#IDCM@Zit>f6E7$nVFMKq!5Ab0Z78bcMnCzkfB58l&Z&Xcc9cmZ6bbM
z%BDgB7b=-Y+})42hP81nbD$3K}+aV)HwC6sw`Q_M^afx}PRT|ROe1|9W
z26ugDD`whKtoQ8GXCGwo-t*4$O*{BLey)5cyWmedgiSO^hu@C`!S#Ky&5C=yXc(HAe!(RqMQYy!f8VpOwmeBxLC3?Tvzw}vNQIGC1cO_x?J363>2ibqVzlH0I^?8Bz?{o3bj6c
z2p*r<>0vcEcE#xdclERl6{Vn&_&>J-I}8?RyM9!v1AJF$;Yp(#r_|VtjOoqM;V2_%}F<@@(^I3;NnC
zyU5sVh##r_BE|44ed8V?GFZbvA@{^kV*NF8u8>}JI!RRnL(3%ml5;5x%cL?D>&2>N
zK>W56T+8N95+po5ATsF0MQI1ax7o>Qe{}R%NGL>N6X1e!w9Pi6BqW
zm!6$HANpj>m@y)vQQCG=Kd}+@XB(ulV{b={`SS&Pi%eZCgb+_M`Wc6B!p=Ej#R1V^t09Wi6uBodYb>Cu@p-r
z!D0``izB|fA@TUP_;GE2w;XJH;)YVd1-Fc~rQck$xnbYxmNX_iHU1C{r+I=+8rCiz
z#hL0s6lSQst{V3X7hv2ir^Cp>b8bE6#RJITETlzd>@G9y2v4er=I|sVBVc=zXc=$%
z`f9eC*3{UT+V3X7?ycLmukp6!KgC!C5+`3rnH+=YR;XLI-R$kG?TlVenK2$mI33{G-RoG05N!+cJ}tsnjEKY}*rq^9mi
zdw6MjU~q6IqY63v+>QRKkaEwM(<1^##Qjf_>7;
zSEgC6CJc|ECK!EsyD6cmP@L-(cX!pDzS?k6-ul@vuf*!z6f3zeUye2y2fPC|2VtDN
zyJ6b5+)G?lfQDWYv-1o1%>7|U6pW{BV2*Ar0@vxT#2T0ouju`PjziC^?V&OB#eQE+?bfKHo*;j{
z8yD@gJAdUq$|W%gMfHm(;u=(|j4q_{-(QF}c1vK&QUE=Qwnf}H3fRQlop~FJI97
zj;<>NelK*dRTN5Qk3Z%vE=#0)sCfQ%R*_q=#KzS|JO;_F$-hvBdD5DK|c97vulA`4Ep%b$V}$cJZ@rz`OsI@-_P%hW$4kij?r95k6#!9+aleZuqjU%A
z@Z4x-k~X{?adg1My}aU!#8>)t-U*C(=EgyFBY!2{96pJ`nDZK8tKda6`#p!Q@Kpey
z76m^qHI@noL;M+p(J@jsDw_oB&zk@&oLl*&hN034R0rZU`YKd>Oj%60WAmEsx7#J)
z^x_-}-{Jv}R?Y_m5d)y3M@RL3QU!ML=7O#apgs=)px1$tq{X-Q>60hZxyz31g?%Tw
zfphzgs+}Qlh{+e;A&%~0FrBahf-oXG^|sO`v-?k(Fu{4P#mV?F^_0{5k!!3rGt1xU
z+())$G%YhjcM~ZLG67U#X{6+hKeC}=A#L{7a-(Ql06O78(aZLj0?mRhOo&5t;~gkH
z2#pMCXWv~L?&;|1t>d^X3)5)lqiO1gKJ5YOO&kAV8Ms3*r`2igUajyjxKRc@t`{!#
zIUg95lS
z)YL9iAom$l_=K(zc{LJLfiH_C<*PSt?CP^-^ju=kw2g1v0SrVAMLp(D6(QvR;LAc6
zqJAQ{jvC*68SZ%j@+hlUocSy=L_NWV4DA&z%nS9LL
z@EpHGULt7@Vre%IVJ-vIz?tIb!b|&&UpW~1vfgCV?c*smQBr|w+CImFgS`-cGu{T=
z)vFfg9|y2RjhR_ho
zP)1pJioL0{h9!>S{>gFE4l)-Z7TK~5xwr1ADb!KDa%~dQM=0Dr@eNrAf?zIGDtC?X
zh+{~}C)o#HUVeL;zzNaLOY+Sfo&=6RMo*MdJvb)Onkv6_>(*jpJ+O$gv-7>|>>kt^
z2e}S_b;uNzK72mg*30VSsJrcow{EJTIS|q!TA|J~(meIO3N#K!$;4}ZeYy{F*;e20
z{zw!>r1dnk!a`F9Tqp2L0SQAF=yNMj@X#D;%v^%ng&xvhX{iR!C+&4-=0|`dPu$6V
z^JakhiA8k{4MmjIs2oS1Xmx3dg7#j7YiLq>@r<}Bo?8HM?%{WL3?%hIe!khpIb*wd
zYlXk6@I`glR_Fpb=Ey(VA(a#@C}8m_Rw)A|`M+@uFFK~_qaZ|a3KO?{T|_LBA!|l5
zs5)rSARWJUo`qTffk}&g@6?$a;05?nKP!39(H4KSeFBZ7Y~RnP5&BFtN&8_)kQa!e
z9D}+;U^8pca5?2$!Cpz-@kvq{$O5u6XT5o
zd0{=JrO~|2*i8`;Ynjm-QoSp!Kzse%gG`C{WlrT>g@KYkD!+$3{o^4aU3slJi>GaP
z(U$fp;_s+2!&$G{Yh?ASi6%GRm%kr1`1QG)D;h2&S|F1a(_P}4+0L+G1dMob0DM65
z{KL^(b_LTW>H*HLM)fMxRv@oB?~f|kAG8Cl7wSupZJ}%v9VCrP^Ti*L@$a~f^0Q{i
zQaR=Bux4l$_aPZB^gcKUrbyBfV#=>aWUN8cFJ@`rjtV*8sM^HoWbRFzxZJDD&G%c^
zDIc(Z9#*tFbn>dExpgUn{5VqG;rme{+-n#&=>Mc4g-RsoCcdf@2?53
zjhdsIK@2Bi4S4zRz1u`TObxhZ$WGr@b6hX*nmBIyaQ}vxJTyI9LklxWc442{F0G+L
zG?85mQBY`0@S6`F_4(`9_HZVCqfLIU3}5!U<*}*HzM4$Cn(|OLM#6=r7%*H2wwXxU
z!wy7j6Wc9|x9oIv#T`$gZWx8NGnoNy>nMXwBKOIU^WxHq(+IP+mfI|}+jvflIdkIV
z$&PUCVsrxdMxfz5_vd0L0UaGF{nzi`t@JIszK88a?T2JOt#^h0i4#M+c0u!akMd?B
zX!>=#f_{jIj>jOaSj_^MH)n%$i2BL{L45I&*o+QI$%S8-V6=bs(QH$PF)dA*|XbF-E0C47PNx9A(2
zkr8pJ;<&5ug<_on;ji@7zU;f
z9>%q-ZDt*)FpC5>y&8fJD2cTomP
zhV+ii+#*GD4>j_cC>VM9@?M>Y*1hIjGI{`0uTae-=L7UcaTw_>3YyeT*oPn$5$btC
ziSQsi$TCibpGMfBWyG6XR5xRB`JAHZ6;VPMvGw|ss8w5IMpPw%+R8@QT?MoXp$JoTA1I*;_E#`YKINr^qBlw4X<5je7(~_H_IAR3BRDi>n
z*|X0O@D*t=v27Yvc`BnI*wf2v1DT;1Zv+~MF!JOQ7Z;Tc3Hc*_eBr$0;;&H7gZolk
z{G8NWM)BxGBti(<3xAZuA79xdTqjYKze~FI=G<1|_qvu2&%UUCvg>|K&%mG;%kkXK
zF-%rjQ*#k18zaUS=WY0b5J}$V%{n13r>_c!KkI4Gl=zJ4lN`+W6|zR%$Pq4H3OH@x
zraUkAdG={Fw=)1n8wl|8=J}mDqX#UD5c*K$>d{AyqaqM2`Jhbf_3DNPpn##0|GBow
zOjd6Z-+{gsV6kdKk}?)%;`5)+SY9y@!>;9DkBH(pbyjbQIMXv
zrtR`%=M#sVgLUSI=6x%}jjkO{3>EK`9SnT?Drlc0Dal_xyM2_u4qKzA^y)Qyp0`VfpkHOeH0ESoqcz4H+C78n73TlRU0;JAMTfn$Bi3z-bg7e
zz)EH1TJ!uBMM?W9x`9~pnF`QFjKX`;rj0ND^l3=tow%0wRd;2p4Qjk9>nOt(Vsbt6
zz@)zewl>cHlRY%rxQn;eKB_e2wbH1@dlf7jxAN{0UOdg2ta{Uu&Kz|xiO-}oC>SyS
zC{St=%4cfS$V-=6J^wZ3DXMBLLKH`hnz&;n1rdo5rgg=jZ@|{<(&NgmcM`K3qUM2m
zMM6CRmO)dq9Ry-0VwnKx%FVzwhscYsv+zpRup!bpV^nu)rg!){rMQd=`(=9@4JJas
z1_iy{5;y2(g6CoCegXSZ7eEvU)KrY%fbO#ky6563m`|baMw6EM__4UyYj%FZR7MQc
zf^HY``v{pc4f#P##tgIuuaA^6A>4wPtO5m6#Ck2Nl+!cOGQB4TEnS$txH1@i+k>&`
z6*2woUNOLQc2{L5F&iKywV&+|?Iy2#dXMvS0<4NS>p9ID?t=FXArN-?a%XAp_9*%!
z&(GUsEbjefTL<@rPu1k9(jQU;hzUoc7LI(KpacMi1>c4~`8ZZfp{pZu2qZ(beU_!=
zF?}HzSU7-l=K|kd_~IWy(V$iGtEy`9ju#CNx{MD6Y!>sbN1m(>3sqqs1$c$;hJW^8U=u+d8U)91?z;S`06fWyTwf%CZfYt|wfgM$LT
zbqcL}bzdS7ZssLGYlkQ*c9hsJDeLH`Gn}ehA_0l)w^n!ga#>2W_E0jr0H7kTTuFt*
z7ovSS_c<|nMK}X6o-WlipFc>97b6!GS)NZWS5BJ^0=I10vO}F69p#EjCk$^grX~y*
zT7c4ySh8^YCDmJ=3DA}u@}mVk04fG2CfxYedMKdt@M59qY18!wU7VExw;B=`_`>BoD2c|(~5mMC$Rm+=USIpTyZq&t*8t9%t!>ZME8s11^g1WSVa(L2uOfYpBu@&va^(n0jf~7p
zuS3#j^2@4s)UyCg7nr$lkif{u5oRf_yL~SXM*_qNT2Cn_zO5PcQoHu;4MBm4TS^xx
zNDP=Xz&dKcte_3wlmfV^FF3=5W`y=emQLNiU)=EX@O#9)X)RkAvf#$fXEZu2rRj(L
zb%sqn4;>mpNX);x`}Xu~t`^_bjDe(H2ELYIgpBa?^aT)$V)(MMx_WqmneK-VAI@p$
zG7AAs_M8e?m@ZnbUOk6@UpQ(N$KyTz9gM+dfLVbCE@leIskzZ5pDA`+i}Wom&*$jG
z&~eu{Rk$rCb6*5f%mFD=oH4_Erol$NEr<00Fv_^_ekV^Zpfiz&7TSSFTS3VA;8`Fp
z!3%s8NMqrQ2ZUcdz2nXq07D(v^FQD>eGHnOB*Uy40CT0OP>_r#4#J3MEKOAnGT
zQwwKmkA9hbQRGmlDW$Pvho3uePQuVx1mZeB_Ozg{akaF!AMf*^&#RH%$SXRax{7|4
z{W`z=5^m-Pm4@6qV`mmE7Dmk>IlJZuJ~-pU;4DG^=-^pOM>Ezgfne%3V1oLUs~?#s
zyJVzPk1b#+ldERSnr$5-hVFF6-)joGT7ERQR|~hZP$oI+q4^^5-YhOJ
z*OB%Yhs9`K;OV#;T==5#Se|#kt$RDS=#N@5m>CKZ0zLLHW{l2!3
z;>eK)50#tT$35UQO=>B7+QaxQ!4CWJ8|f@q5K0p~u?5OO^%<1q(~{tq`2)Cp&Ho0@6;)sisY*9-UBBem^o_}GcJ2c#FT|gwr%@6x6#_v_P#-f
z4juA&$h}^D43%T8Qe@$Iy^Gq;eu0q<4Gk~p?G_QL
zjr8@^8IG{zQ&8L#ZtoU&apj#I{xr`EKrQ8(e|7jhgVQS|EvsZ2rSP*UOs}Y7j%H+ylze1^lb`VQPO`V$XN_~LsZ6BZBolzIl
zFO7)F_-KtX&}098{q^f3oyVecMZkm=IEcHGlz1Ih7dkVGmEpYi>Q#aa)
zDQeRFVj~0j%RScci5Ye7%e(B{v12Ie`T@($ZSAfwJFDG5!8s*g2cN?6yk6>8xyu?#
zYrnt66Im0*$;Q4@k}t_kwUP2Tc+l&zFNrK1DUdH2<848~OA^%K^qaTdL82(Cs-6;e
z$48;^&!6)`zZ@AE%6auHzisz>f_cE(m-h<{TxKY(%~tKcYU_|68}#e3XGz^zQ}*&8
zK#wBIuMqRu*#OC9sM&gSH6Gahve}L%OnDX12ooo12NjLEXA^8Mb|U&4}R#qAp)nM2QJhw-C>P;?h#ZyCs#Cj)qaMrr>fgqGBt9^8BWV
z?v5PI#)^k0XcuruQAx=YH_x&8ulWQUNEZBSG{y_AXM1{f*3s3Cpj4vd?GMddw#O>q
z%gmK_re!88R_Ianofkog4_()(a_xn@Z=$s4X1@IXt+Hjt@c+`;m4{QE@8O?PuI)6o
z9ED;Iqs7UwFC$kYXQaYpD{HxukeF^4$3?iO=5{QVmKjn}VW>l%Y(u3ulxC2Gl;v2a
z+hbn1Am-p2zlk&N;vD@3Xw0_kBMG|3C($6?#riSG`NafhIW*hJ!jv
z4?1+dl(WW
z&wU)E57gEh6>&U~r`=;>cq$g6D?kek&TiX^jB0Mn6;Gec$gr>t^zd-RGm&%teAtnO
zjQ$sCvE_vK!gRTU&w8SsvEI^Sv6bS))P4=F!tJZ
z3Wps_qQMXPnnaro4f9`m&HoZp37%b41i%CRATJDz;8a6%SE4)sR2qaj3mGol$&YT>sfb(Jr8BRaL@3F+V=O*68lbUhK{-2QEgi+nyWVqdp!+>IM3z#o|ps
z0xB^3pym_C9{7wQ?IVvGtZ6XAvX`ZR^$KU!`@LNYTd)~I%SPzo;DPD@ryGUGxmGKH_rVYAW8_vI+yofqc~|5y
z3}>>S%jfO4`Z){bC-C37-MVUHHUT4pKmJ-2@(PVY%DejP>A(5=`6*%)j$#m4PC-o#
zTUS@t_fDb>QahNDG?szm2me}$A&N`o+QU42ZuqU
z6b)V7OpJf2st0}u9|>jD1%T5@U
zG+!rD+BD(jjkkb?*Td6O7IigFJg?*|$3?a{X{I!2FQSHT<$h%_8;KCcC=Y`Crb#4d
zTBk`gFf4&2BMN}a!5CMO!xp3gGUho+D-;w|1v)uO(cIM|MSAVRXQ_q1TN!cvYf?}R
zj(|wtk{f+z-LF+wugW@czU^%Nv8}cBqsCpeIv}8jpn}EBhm8NgeIkDE#=v?u_OS?k
zAId%TF#~_zv~FkobfBLfa81|KoWN5($1v<$ju?Cow7m*|7oB&p4xj+`UdXS^>;6`(
zPnp6>bFz_u4+0ZhuW)d7q7RfczL%ExwvzWcNY186p~(Su};>2G*YdLx8*$
z5*lG+NoB+<$4ixW{VUx=k*s)wQfcSoKJtD4yWufEqB~z!^qdC08+U
zW455yM|nUH9mmix^+X36A;U!>M=z__*Y((Xme5p^Zyvww4f>I9M7csV+{8XZ;wQce
zAZNGNs(ofD)rI)8(8S|Cjgyy~bkEBz<3pvHiRuZInvZ!r6|~=gD9L>SQ#0~8BhF5D
z90sY57;`N8iG=_8-eJ3l5&tdP+M)P}!NSzU#0zQ(OSr@@!v{eGL`;Zep8jWtlPpFk
zXdmyteA&?4eOYKTw@R*>9a3gbIR)?`&Myz(+N&dV``^6deDVp+R@j>pYkK$ee(?i;
z_QUW`#iEKZt--f{HTl%2qUGA{A*dir;#SpTwheeBk9o!(KFpGx8TF|_@bRAUYA-+O>&6oK;|R1;2g!mVaKoRxlziQkjhHo`qlz)
z^zs)ad+dwyqBHt61-?${IC5G#XM85Se0+$mL~az|FlAu~SlFW#GO>FfJpRhdO;k=q
zm#m36^qqZ(Fb)OY#O`L9GS&$>gIVhjIYY&HPlI+|zv*t&bd)=g->hp8Z&5Nl>+tqE
z*UCy0ury>$^a%G!EyE>j!AeX6q??l8wsqZ6dL}b@)Kk)1`OmN^o$TSuvW)G;ot%El
z9JpAZ{ZIyj&^b*t#F(d)=?o_iTiZI9$w%3F+XGna$@Js)tk{lihk{}q#$jE9+Kn=b
zo}LWgGPgITS|Or}qm75{)~9$^7mkmPf{03~k%{9X+0|L6bjwW9;i_8B*Ajd)nncMM
z4?DamT6W#hm*Do#XIB@(kdZm?ce`)*axL(}pL3+&wX^s|U3=km05dF_4d>5}m9s{{
z+XIJ-#1=p^9@nO`Lqt4WLu9X#x3qMrR9k)`COl%vZu$}Ze8NMj;rrWP(6?m)BV%fR
z_?B7u`vvgph#u>d=Ko!gCwXqc3SPYS;+Kk}8B70orT_n5-#e7+*QND&M?9h36fRqL
KI^En7ocdpETq?2v

literal 53840
zcmeFZ2{@Mhzc2b|qA1OxqNLGG5`_kmBq{SOQ8H!BOoO6A2!$w8nWqq$Rgw^e%!JJI
zJnzp>z3Z&A&sytR`>eh9bx%WjFl3^7?5N3kro^hx|wNM(ni#g|dSp
zC4OAqCb+l3R{fmqg4kendhPcpzV$^H_TRq4vFVG+I}Z)<2aNo!)`CwG+d>Yt?#chT
z=kCB8j@vQ3x_5QLSotOL-8l3ZlN5KwcF)cazK=6YkGtUBbM5z-!%@5X8=)gYp(COl
z!c18Xr5!Y3`|j^x{rkFbalHb=G4a1I`AsX7|M~wftF~yb`}^`%)pe2h=MUFBs5bxe
zhe(0{^MU^ljnddLYwJU7>sQXs&T1NN+q!k@+pFa#;y8tcnbx~6T2ik!YF#S^->X94exI_w-!2o
z54~YE*59yoy;RA<873yCRXEa}JIf;Knm&nWTzq!q#wYuMtb5O&@7TC$Q)I?AR@N{(
ziHnuX*RESv9xY&8yD@-E<5ps#*)uN@hso=f1C84~whG3LBx-HkxN(`IqvP42Lwz31
zuSF9R6K}@H$DgqO{z|6FiTA+ho?EXZ9&Fyp!?RW<@L(i9P#7#^@h$m^Y>dYH&HPtN
z<*kIUn#Wcw3MhG{Vjqf!TG6C%n=t;
z6~FtjEAbdquqmsk9G8@&R#a3R92&~2j8^hvJ|ZT@a`WcRgtWAKAtB66hm72AE~Wm}
zSsuR1QA?fW048iH^_n~G?kmsA$ncuCovzQYqNQB#s}*>-{m5p#FiH3B-J>pjc0?)M
z@WKWa6%`&{-kVRKKFtq2CmSm2di(a$g8~BVj=^z!MMXuOb!psZ&z{x3eEAMJ%xKs5
zGc%(0<8M+kdc3dQk?qn3l}c<
zbx2`Oom=P@=Ty9AT0x*o%QsuvpChlmIG{XSlAdn6@WziHKb}5w=ET*j`>^ou?vnJB
zx9qv<&e=9
zOe99&CZ}5J4lb@WlAha+ca%QUn;RJ(Ztm{B|L`H*yLa!j+dg~S3^r3;($y``adsx_
z?&7Pna&PwU-o5+*1NW(c#w=dFFB^l8+*o5j(f@I3q$BahfaYj#%?9JTRM+@;?xf`8
z#4BaYqdnEKFB+AKN=iO{^4RL_>$_A}SJ$$?o>AkywL)igm;|lEOkdg-5xaw*yjZ+i
z3%yRBJh_y@W7RFMp6$S>qodPVlYAw`%dz{%eh&3_Yv-oN3f>xgzux|3Q*TW&^~#ki
z4?9fq)YsQvb}at#g~zh<{5DaCEylHPZ>FUQVh)FjxpSJu7N+Q(=EjtaYTrs#IpZrP
zCtJOA3=G_L3hw6B*KeB`Xp*$E6AlXxA1c}#n)~C&#+^HNx_Nrygay|!F&)5e|Mcoh
z?Uk=jZaU74w@ePT4vvk*zIE1{a7MYxuei0w
zsi~q`yRq)wXV}(9%!P-Ai63A4;mMON>Eozu4>(odzENz#;eYwO
zdt^g6@Ij`nTOZIea6PUYZx7JAe`|*uyHZ@txX>A|k>LPeUtgQ~S=)%2v(JPT@TGKg
zbQ>k)Hin0XOW?|Jlg49KcUc2sNh{?IXh__JXcX4Rl3CzHS
zC=}i^b+2VZ*HEyuuBUuTx9C`NMp`;Li)RX(aHw38<%L4DqT7Q9w^LIOQJUL|eBU`t
z@nzf?Si{ZDo$mPQA>&d(K|!oum2qW71B3mkMm0;Ys5w;Mo{n?wsft~Qnn><@uTe05x`3vgPE!tC2?pNlH2y!Y`e|^etHryt4)M0Whw(V&tsk}FG;g3Q>
z*2v1r;;oW8p{NSsC-1FM&a~mJicz`kyfD*r^~alasU{7oeXVC|YHKfb|A;gMUb>QHOp$%_{+_K(E&Sy8#1@?biS?o%DF6<_=v
z!#Azgy6XyWM{3_Yyu{|;R2`;gK1w;C)%@$%#|K-4
z%-K+euMajKfAaKcQR*`xixrgSuC7Q+EqZ!-w%xm1u+6XExKW6Um6MlWhLL^p<_vF(@aNJvFyZ+6+_SY<
zrZ}(R?rK>$3_9GNh)aCRx4Kd=(x20JXAaqOq}YvNyS`xwF&Fto752D`g?qt*l&K
zT_rqv95y_5yjxLLU0Qmsh4(y;fblAF%uY$?;=cAX;YDxR3T*u>Cep@PFPv9YT!G1b
z`SRs+6vx5g;aje*%iq3zyW>7HOZl1y&SW*F#-KVNt1met!E!6lEM{hYEjY*{2z;
z_)%7$0Q9s
zy`;H09|s4=^_KkQu7$gzd(gYj)J0VHwD%mo^npfRUVh))0dDTX6vOJaPfrh
z4t19AnjI{le{$58Z~gl9JleSwY`6qPfoR`a6p8wJ^^~XHr+^t*cycjCQLh0@cHUzy8*Sz2|;R9>x|vbLHdqBi3}3Z>ai|W2ooamoD9EYrA~Zemv$=A@89>pPnDT
zo!~TQH#t513+Hh9^yx>&0ogJ`3jCv*dm7?1Gc!L4R4%8czNe}cfI|2pGgH0m%2{mN
zFT8&)GsC)X73F7w&TaJ>?3zTh^lB!x440W=o$|4sYThfQ!Au?zv9YTe7#L7i6uQ19
zJmtS~X<>d2jqxKXL}v=kum`fTM0|XF66_~T(v9C+_no+KVLh%zFF6f$zNN3vLu_Go
z!|~(C&FA7Z-rq%0J+7v<6;~NkKJ~*D_>z6K2!P(bh53n`wacim&CKi2Gh5o*mveG*
z8Z~8a2O#{Js7npR$Llm})Asv!)tkF$Ks)&OF2tdutN}boKu3x7j);tOUzqI>duKnv
zwPeYX^Xlp`JXOH>?NxSB9G4%LPTQGz?C0m_cMEev1NrgBscZVGKtp`o)vH&3OlF*(
z8?Q5^gv1MCC5TrR2qd_R!6^EnZ8E;NXJ0t8ZgyxwNt$0*~Z<{(QQ{<5o*c%jvUc
zKLiRGKJxLog|*+>QgF}B!{Z|<#QG&n2TdC@e=~FnV1dy!IWLHyz?Hu>xY*g**<2AJ
zJ=yg-6m>>)cJSoGt%B!FSe%`m3HFXwia#|o-bY30t4k|P(ktdMu04oV#mdDMS1Ulb
z?eN-A$8kod*&)fdrcKOB@tPk)MC_lxeti$f>C4#aRjYhN&e%2QQrXzp%QX&rj0QHaz>z0F8
z*8)Im>*|KDZO;1o{rd)>UeJld&htmHGpQ(A4nqCyyTOI3+3hV7e*0{p0`SRZuIfc0GPVL4C+dAr`s
z%%f(d!9roNv9WK$!*>N@9Oh;w7@X&)uDB8!23WMJaO1}>VoM_f)qOGf?z>JsT&tF5
z!pX$Q=#Ij3$#;*;2j{sStzRHK8>iz{Q_cWZIV{Xg_<0JV3d*s1yRj?A*t92V9W6x3
zNW>6_fec)|e3@;{7M^1m#aPRxk|4nc;6dxQ9x~c@&Cu`x>d>Z!hK7#-1MX?2P5xsz
z;xmGd67`Dx!?LrpQ7TTB*VL#ybaPuvyJ}V2Ck}3IhK`b;y#PPtGNa0^>XY;ybhfpz
zb$4|Y^)u|(($XU5B4|?oC?%`(%A4M@b29M{_T9fEA>sNHtf0KHFsUF*SK2nf>wEsNrMt$3H7#S=7W$KJh?{p@z*|2vtk{99?xS4p6cO3(>FF886=_vu
z*9Q-151G`{;2ISIPNI9nUti%LxPSltJi_8%N^R)u=?TXW9tOcp880a=E_l5EqPC6>
z)zYO)ZS3q=IXPusG+|%x+74gNoaul6?c29USq9yDP!sY2hg#a&mVxLWG^kj1@-AH-
zdb3u~Hg~r-(-jpJ31p|6)Ne5}GaD1mT;hU#_zSgwF20i`(xRjE&6_vcHbeuV4Zazn
zk3K+Z^VcW5OMz+J?%zLg=FF;Jt*tHH-Kt$qXx{{Q0sivXj~fA4DdDj&yrjv7li$-}9sj!@m!PacE`tE;O&3JADonmx6mrly8enQwsB
zg669+or^Ec4-{#SS=3iT$N|^xqmeAJ5#80(aHB~g{FKM#cy+}+fbsY~->kb#6lPHe
znj=S!&@mmP!3g?|0l;%H30zyYdi82LM!sbX+?w)C+5|;{1A5OW4Fg3K0pBeV)@>n?j3S26^Ltj12Ig?_SwYnYJT?g)Gh}SWy*@Xa^j$@swQ9
zMBPsh^ZYs02uwr&p@7ZnrF5HFTPt2Q{F$&59Q69^83)uqt$
zk06<%ATNIhG>UEu4+Q`Ri=~mWLirjSC+BLM9S;xBBg27;2wF-rrr2+VvVnoYnWe9}
zG%~aS%szkpDqfdr-1D*&*hg7eSw3U#+l!Nf4@DM!A0dx=o*MRSITS
z_v8IdQCzpXkC~bAR&c#K9`DU;X=y31;dx7MXYruQ&nr<}CyxVo-tT945w0rW^Mey^gX9cruDutk~in3C+AlMe4e
zKJg%HV|k6cw|<3P+W2H+Zc&lD>8+Wd=CYI=`g!%}?f5Sp3^7b6{4S57&I(-%U4?+~
zW7WqPJd7&`0>)?WO+A|3nTMKBYiMYw5O9%uP&0aaqhU&+^XJK#OD++o(3H+!xDfVD
zQ(c{-Zhp^rtS46arO%Ic+Dwn`$6}C=&DnM?RCN2EJ$uZJfzJW%?P68`?10WtLrm?@
zRO29ZHBHTs`%y2_T&et-65qa+pMKH|kU~WP6tLYjlYItk^3=mEH$k|YG5yyqEn}*j
zP|cekQvNRLi(mGfLXBC0EqOssV)W2yc@4^3gl?fH7SIQ*?Y3HH=pYmqU*C%nGr~Y5
zV3}(rZX#cuLCBv@4$gu
zq+=M@E>lxeOV7s6r&+Vc-(xu?FE01lxtbe7Q_w;(_)XgU{7;O8MWuo!>e8r*c+8
zLqA~A{>4v~n@d)F^p&2zKHrDM)pub7UBYR-m;CWW@Svuq-lTL=d{q6^sTG-7Swcr1
zlf{1812oFd;`()$=f3wB&h2mIzRy}Z(6gI
zCcHtz=vn{oui+=
z3$P%0yv6rKo8Irr8am$NYomhAexUOR3wcIKoecSs9}=hW{uhurkD#D)ke-6Ho`7u7
zq1C7zSF2)b)Z+fB9XIjCB912=w>;VMCW9{G{(1S=tzdT5T{hjPH%g>0I6j5W-rL*T
zs4rEis8XV@uMe%szPJ*k9j`fy>+5cW+3f*-L1`i?6rf*ws)*zCMu78gKYoaxIB}~!
z6%1TwusIK>axX59OEt~J1ABazn3z_VnMqT&hl>jZ8pH`LEf#z|G;nt8rXAI?tlmT%
z@7e-<_~Dbo0_p}{Pf{y0`FJR@rvm1*#(S!wfnr;0yF{f>ykz}(l9lS~bU$e2bZ2?g@W9Xy;(G`PFPZ=B;
z@r|DPIO21fZB@0popFCt4n4>W0Y$+1P-Y}9U1D|V2(7si>bL^s933nS{Pt&xp;E+{
zQC;e4&@JLAVAu%K%vqSDkBEq<6lPgmtzd(Dt$Yh$wm?g{wq9bexKjm`^>HL36b6ovGG
z+NMF0Zrxf!xAhPmpy}t&pL5Y5*D^5N12le)y11&)>*2!>sCc|aKY75$NFgEA8UB|U
zG_qCxTwHuRI+`6a9S<(`sNEe_p!hKCA6|FN31!{g&cLq0{-IBjt$Y-dG(-S6xaN5{QKkJfT%WpAULS5>_a
zA!8ReH+_@i#C8b#dzGZEu5e}9XkNgm-}3PA;K+^Y-{l*&?-IHn)Jigb&F$^G>o!9<
zgsi6nQuoegDD1?bRp+;zFJHYPizX>`<%T`lxMZlo1y~BvM^nAL=*8t8FINT+i&8AP
z0C9_$4eJ;g_ZtEnvyk--VUrLP@cyJ7#`sz|9D6r&Yd(bf_<7vj)AN+2v$ImbVPHAV%W?!qptkVS2&8cOP>Y3KplwhLS4;uk{rXJ?ugP60tD
zSoJ8TJ4GwTE}DKt|Ry6(syR9E9S@Io%i2SqJWzCRtpz?sq&8c
zQsleWY-(5!o}~sp;liu?DHmR00Jqku3m1Iyv#F@4%v&~593W>3zZ0_v`yiF~W5$j4-~=d)ADQrFhk
ze>GSGHJ+3vjq58mdk3QbwYRrd_Q!{Z--hT#)-nddMVvJcwRo`f$iU|@>2v4q`ulH&
zQ{{J85_^@{R?vxbu3fu-@%1?>3b4(n-Cp^7Al6GM=mzo`4Fv^DiR@xO&H)*uJ$1i*
zOoGApR}>e3c;PsC?`O}p<9c>f@9{oO4)OfW8yfh1t7c$m7P%Ti+9iq)ei*%~FNTx_
zBqR4a<eoj)!$vGf`Uo2a%G$)iXt{Yshct#
z6d3rcDpqY(9}bNHkI9eO(WN$gZG9?i*QGYuJF@sHtPOH96oUeLd~V*Ps!cT}hEk?q
zA+!79mHk+~lq1Y;AIc+oA6YNseRWv(H?bIq?+wQ=fL2H!(sc7wetX5!Gu(E7+{Epx
znLyie_3&6dKG5U^`HFqi*;Ze%I!*(-dG+kh(S7Baf-B;`S@+I5Px;mKUv9-EYcb-0FbP23fuhuUOc87`sEe|S$FFh9h%U@pY!kMmfoxcSnosrxr~vDcBU?e9KPBoG
zwv`s-=2D0Pht>$RrekPGOZYUJ2}G9Y(diE#K0L=7CWRePas`Hmn6nV(ZhL#L18$Y?
zFvU{GK)Dq
zgeJ$fXHR}p6ARAS^d<8jBBOB0MdDigpwx>f>GM%>J?odfsBo=Xe*74)c=?Ny)Wp7m
z!a=<3`MCk-;;|rMs{@|QBKM()>7cAkj((S=qF}e&Mc={!$poUS<$d_Dj0ilP;a;SZ
zrJD&`b>G3eSdSjvhQ+!IO=~5DmA57hOc=ZfbuG9ty>)5ykfIC8s?*kXahjXf0e1jC
zSIkJ5L=!?`q?^Uzz~8n~a%*cdzEFxkeq0W*M>#>8%5$60Ed&~J^YfP=h;i)v`L*y|
zHpQuEa9%TkW)E_=3m5^go$$nE$8%ADwJ%?mkJeSF%t;y|t{yC79n1`*BAVghVH8M$
zS-ysdY=s;yAS(D5lpI^j9@KwaUK+yuakyRAr$@UERI}MBe%U1Oz-p?eu
z*dx4qFRl4n|5e+lG^bErX}-YW=oz~^ACos1)Yht2w*R2btiE<{LbYUQ;JUMO@J)$p
z#i%+L9bSDFiF;)N4{M9&;;w+%r301_%ZsSYpI5f)qdx`A&F#k@A8hg8FBk$1{C(l=
zx&OSKHRTiK!9RcapZEcTs0>P2)Z@pGpTi3w90F}iSXelUE4&taZwJkiq@<*%N-^vi
z=;wFPd430siNw_89!9qthy?8JD|N2#*K~-Yl03Yn`Q6Mb&z&lkYYfC(dyZ9Ye%M^
zqh`b_o!XvDHbeTE?)I%R(Ov?JO=s>q1}H@Vq&&ak#MP$;$0e2K^o9I320R~>(|K01
zHV8o#AZ+OScB7p)vmIwZ=++7e3Bec2rDkz(fg{Gcdw0Y+&(~|@*Rk|R2%(B@(8#cq>$CtM0xbDaG&El%E+=ob@()Il
zKdJuV+3AnSfshXv8yjysYIEMeW;tc)3c6gF_?v2BP7+&n%hs(Y!5vVdC2edD6RTaL
z00oN2;`iBu$WTFUhd!07q~+*(|NecZP+8CiTn7~`EiLGIUTrNCc9^)45r<2M*D$PX
zA_qWgB$R_23T4e
zS-W}jo*Q40_@W$x6;nUK?Nc>%$&s7IVrsbk>i1WxNt!1{h5u`?&<22<$nuopvNB0+
z?HzErUcd!GvAoord-Jf}=o|GMT;EAnZ*73uGleJ*HzOnW2OcyC8)P*3w@8O<*Bq<&
z>E@P}n^2rvNO;K4Zxf8JM1${p(w)4RMe>Pe4AUEt2%-@qt`awTlzzMLV(bKJWkyEE
z)rJfK{jv}b6oEze;BSaaZ^8yFipP200qcF=_5~<|#Q$ux?buF)X{bf3{;VsxIU;}`
z*bIdSrgmO&F)g@-!nmXDTr@!3PE<|c3}|+D(YJ}7fq!fP(Sb3*gDoGmEg32TY=q<2
zt{n&t4(5UD0gLVz5;-5xbgo%)RoH<kakNKIp18r7z8354
z9}qyTq@;BD^5t9rrT^
z7rof*+Vw?R3+IR?@E=hi#VtKBX^B=vw|X`2wIBOXQ!+;c1e8-fO<`c^R9H=OPf~KAzZUC&uS-nYWu}c|%SNy?d&bC@{xjUhuEPxz$fY&?x<|XC3M+c6D`EhS~1j|Gxo0k%BmgF)3e^>(b
zDA8uuc8}=_QS05MH1@tZMz!Xy$SyY24*|`y1X0XtX-xebB~@y
zF{25_#HRdc!9HAspQ}>ti102})*arbFNa=KK-Gp9xOoc`(02x66i2EuqV$gNz?{m8v;_~Wr6_&C((fu
zQd1R~HloQ#pAwLH!b62laTne!*^!!Ab}z61Pyph}59f|BssZE>WFDuL!^LoilFQ;e
z`@&L8FFC34pk8$(O4`-hxBE@%-`zy;;o{B&+w%W=s>$eIrJ7XKNR7L4b4sLGQ
z)FzN9sN7UA6;+z@^G`rZf}woE#QOV#KNR%EHxpgmr4|+=XAIL)Qe06fPuM5xm!Ru|
z43oYFeOmy=6>7)Z#N=`bquU!(K$zW_9Hkt32`Fk6!!f2F_R{S0ix%>0Q)6<
z-mVOBDCwPpm~@1Wry)Fg-&avpB^u>B#~EvnabGSQV*>+~u6MAAPl2pOQ2ARvWT-x9
zCx@+IDF2;waMS|U0|!7Ur53iW*Cw1P4D9Fsvd>pZEc4
z1E-&U*{m9Wu8%Ujo8?_|2edU;aCEdZU@h@>V^g`P|xNq2r4Vio&OqArH=$MZZ
z?k~TksiuYzhOVDe)|Nw3mE(2?bd8K20-j_it>|if0xpGs;Z0Oll7}~G5O$bq4!?#@lRW+!(3-urE)=
z?%usiAPA9&i7{*x-=#*Qbs5|p-ZoIi_QAoyTwu?^nSq?*R6~fNtIxh1TbldXd)KDa
z?P5-uiesmn;*@H5BfMf7GHoyFs9n2u%}Qas^>;ghJR(+se-%PNFdO>y@!D8G
zBQ+5B`JbgsMRf_WC;P
z)yIwlM1>~g4_5U)Lu5h=A#<*g+Xy$mO^LY)i8oBd6aFin^|dFEUr&-qiw?(T+L_-(7K{QW7Np9^RE-G5bU6>Vi5&aJxO07t2sIPBsYr6wXod5YV4ffBLinv16hRBNy4+-|q?VyM%Ig&G!4~
zL%N_pBy$xU9DIG`w+u;80&cri%xFWM2iw_4L?A%EcNrPKFq0&O1_Y(lH-j`NUO#AI
zw%PCg_=TZIF(o689cC%qfK!MdA$+n9*b08+lc1o2qN0`PVjvj)b$dZJp!kt^84rDI$oEiFxWMSp!d
z?!L%>aq?a>&hV%wcW|Me9J#?|-Cyqx_&}jx>Q{m*Q_8Bq=d6Un<$
zN$WV+GBlxr7?tF2X{K5cGjJJnMmx(V5u-ur$Zx&Pt(vUA8oKu#3{nf~>1S9tkS$|k
zV|kI~ah>V0k{`DvDiUrPA;W}}Cd?x04I4H<;%)&b_EB@t#8Gl)hiQM8K6`*_y%TFN
zRyF0s_3J!PTVITd5?c$>FOO;C(QSvXQz9cH2_wepxQ8vq|3|Tjdc91p=KWW9%>u-F
zzC~W#OKPP~Nl4%*JJL|5201Sh-VVz6&!~>3jI~shFJF{gT;+4Cs~He$Jz;H~%CRhb
zIzB_Jz^(BP&<@+HJ^8s`C>eGch<-Kh<2rCEk7fDwfnKhOcftz&IPQ}Tywv(8`aFl?
zr}cJ?1|Yd%^LUiz!4=Nm&NI>O6RLekZV1h9?;r5uPdIJd1)DJvIdI-;||J?j_I_oB4*&nNzin$@ew
z?j>$~e0=g6OV)YQIqz8%&mvh?D8J-GQ>9Q$O-(l`oe+O{dYb?K;vwaU!Tb;ymV{8-
ziZ&<&oEVe;?;oSHCnFP6epQuXrQYHtlrI!gq)VU*fOTyl
z`2{2+h&;WVcJp)8$M||d05lZvPrxlCjgL462jZmIn2&pIOb+UhG}vOh<>S*fHuiwF
z8=-qY3@1oK?jM5Ul#rZ!67mRIm(t#jVy(4ZRvR~O{#BH`mnVVGC64*_lkNkU)01kYRH^uv?o0b0be8_
z*4O7avk-wBn52E0Xe{vQZlgJ&Q175Q5z$&2BuGyZBQP?_o>W#-(?xy@oLKT%F!x`z
zvOJmxNhHElNZo^>2nKvPxx)WOzHz?AqT9uEMXx96a
z7ujJV0>%wMG9y!h`Vj_w+Rt+e;W9$so*Xh}BHIO4TPxZQ3EN>up9jd_+adFJC6XIj
zuU&>|0Wbao6ran+*dj!&LH$BAbe2yy1-Rx#vQs4}Jza>95+v(U9*b%L^0
zYP*znv;K(ts$dTd3W_mkDGx6`;`}$lV+n>{9joOdVc=cU|1gh*Jn!^4N`DUAAJyFQA^Q
zl~J2ufs^J8j$brg0?Fl1K|O>XKy{Qpf!wtQbyPjmW*tHszzBbwci$tW03Qj?3r>_=
zY#eViLu`JEjcD{WU?Bdufy^?QjJ3%#dVY0r(u>Vd#k;pUJ5^$wvW
z9C-WyWtEJ}a{M^#blsD?1V5gCTc%8Y-55xr#SfPg8?>qL^ZeES
z^Wpz%z!dX-R95Qc-&xs(P>is3?-L;YE1+9J0ylu{8IM>SjsMj3l2=sx{dt$y*V(BN
zLFE~kruwK$UFdF6(a{$D=^grTT6-!v)!*@GO;-dYq5Hl@(X4S^m>Z#A7^JrarBt(g
zMkXUDIx}VK^K|HjA~zbWluALq0CD#sol#;|xIN$=v)w)<*=ss80d63wvgRO>!tXRY
zDX*ZQ_vP_^prkiws}h)621Z7=IN0eCNTY<`koWsFU5E5$D1ENeza9c
zbC(#WH7G`9b%s5-prGIf7W@)PKdA}`g~5*FHMY$+srdlz*@|SHhJ6u7Ix05TB|DCTlWxyoTx)2S7M!xd%!zam{
zpY90?t^>HaVB^OI@KJ))nE61~gg&Ufl+TSu+r7XgrID{gR9D6Ow7va)P8vag{&%gO
z70M8wec8}Q46WnP0{2QGp8D-pG}%x;k1mN>@>I;(2`WqAa%m~P>&>}r1DtbpKk7kM
zV+2L*Y{K)-#L+GS
zL7pV5Mu@DI^C%+dyVXDBkA$n1CP+FUWbKU${KnV
z;ec^(?5xMlFeQO?qh`7(17d~H4lQuwV+U?hE}h7p$inTKqEqeM&QA^FvkoaJC`|R=
z$a%k9i5lNG*g})A>LsEhkw;U%2}9L@b};A
zggmn>8lgpvUO;=X*1Y+e!_6)p6vuyE!y)2ce}wKb);?&a*=Xz_dP>t2J(v;9j0*YNlBN2(s_1L`Yr)3CFMC
ztkSwLia+Boep<7?7)qv%?BtW37v|N5y2-R3`no=U3FE=5=TCWVdkPw=k0##*JN|vu>KMBWl=5MTKye6
z4X2m$*~@7(e4E8rUdF@Mo5!c}af%ccgC#Myo*pt*<$?nP*d&7ZN^u@FOECOeZmclQ
zN&t0KqL`XYI9itx_egKPMQh%dQmsGMT}dtu5~e@Awu8}lGKDj&+-JxeUPex-3wI=y
z3irgQ+qV0abfX@Rpis93HO=aqylc5j{NSm{La`89u6Np5=NG3}X*%M^&vh$Ws~f)|Q|hU$9(jHJu6Ta=!YlLajEkJL=kccW{X
zhG3<^sy=w65%Z1bbO`PZzJ6kU+;rg(TBsJg6?r^ULhA-?T&hNLw)9TA&tp-;B#sv!4>Sk6M9lR<4$
zOFW4;yKE2LeTVZpW@E8!?SIL{clmU(OoQ|E_s~OiyA}~D=ic0FHz7moHD=lptdLY^
z^1eNOVLJYzqM|>WN~)2H=*ZKuwmTcnU2W%Dyegw5F`EH?ZkvBQP8}
zi6c_1xyEyAmq75n=9f->XVF^{!k|0!CYNUc
zyYHwq<4(x3hycyN0f&wwjKY>zNt=Zuz60ZC`rofEM6&e(8EtzL3oBp*oPEj{ky1xS
z^5@Q#SR+6r!ymbwc*UlQWcjSRf2f;%+=TmGN>&((jVF4wlL;oXSmr!GV(|S_fyv^j
z-o=VcF|IqLHJQ&a?8@!1GbJU(wmb6mFw&YG1VQ+)k!IbtSL`V|9UF8E({__T6OAFc
z+LY}Gt=0$k@VvD~Y=lBN!r4ak=aY9DZA?8Bmg{(SBL
zJG(C%;{IQ7@5eK0W}6)l0i=gD_Z@9`1SrVqfqUiJzVerSMKd13)-g3Fxo7DXh2ciNPk2IEJIuincx}FH
z1DPY|NcX-dE0VHNb9a%!>u3I7zI@S_eTa%DR&44t5~Oa|6%qO7&F3hE=p>9oNj9l9
zF0rK6z!@%+Ma5Xn91X-xa0X;gn`A9h7{gHA4K{P^E`omOo0%4DdeMTKZc9SrBz{l6
zRvCr6?0KYyagHyM%mvN5nhamPHUe4RlJT$CYVCV;S!R^ih>U&%*LwvzhLDgYEc(=%
zYEtdLt;eo<2U;`S1WS7Aea_7Lqcgq9Qa*xB4#{un2GTo1id`8r-_^vY*$n-XS5k@>
zY&?)dowq@0d;m^$ndY_!q!X+sy2@j+rw2+uJn!^0D@aWp&`X*HJ+9--jaHTmgB
zRh3Cq{VT7n(T)p3FrK{G{y|P`LPH-me21@gHux|vz38O2r*QY1|1oIJc@S$O*yfiz
zsm#NGlP_Pq*a_lQnpnsjq+wm7_dqlH-{T4;n*2p}H^1+H9qdB@D!ij0x`ep&-+`;S
z4AB%_=nYTOpZXdk$bD~{`Du2m592#>Ygb{7TKsa~n>uL)R44fEY=S|J7SevIN7D?t
zw7*YkRb?-1lUc~=2(dpDU8n0M;`2e2=pDJ%I`lEI+Tee-uMQzXrXq~t5d5P)Y`m8QqD~B8$x4!h0^nulb_W7_upq4?FBE(_1NZ$&UV-bQ!
zfzQGX!Y7bk5r{Tk^(F8YQDIz+rLZyyo_%^HkSzbkm}k
zGp!Bny99$FZN;EzqeI{~P?HeE*|Wo%E&|Ap1e<+gw1xOVnEw8YuU;l5@&;&Ft0a$*
z1}D^;P+*R#-vNHP*ks{WT!A+$1VD4f3ccb=_Ed@KZy#x{BC>wS>C1}ES(;=|{SG$&
zvcHO9DbBmj6^*4oXJLM^;RsZ#Cs%4(;O2mI1lRZxr-b9efzfGj{Ti(6I2Qmq{gD$81E*X3M`^C~%h4JHBILfJNl?|sL&LPVw_S@w68CK2!Tm@f
z)?Ov!6(r(a`4V)Oun6<-GJ=lHwxkt83rj3#FLOxgT0=OE_)d=
zivfI+K1KX9#acB4NQe|eTlfa%pLgCP^`59V-x04I>pmyk^-{5Ok&Sfhz&ionM7)j;
zpAK=F?m9X*`h9E6es=a^2-~TMeByP49?d1#_V?4Lf~J~#&IP|yaH8Ew{?J1(CP-H;5G&4aH~ZT(uH0YU+N4B
zp!%MaS(j%am~qs!%34nHvEEUmU*sx}y|7(kNZX5PCf7CKH1Qr=B5u@HSGUzJMWz*!
zjz1GQ@3$_1P1}%2z}uveDCruZuaGALoqKN=px|OXeV{eVif7AMV|4sk<_GV^HmoOa
zI9JB3tk#(vI%kCT)KF`Tf1@~Drup}TRhE2cN(gM$8dZg2N>Z)glMfs@nBzKl5;tQg
zVw^^eR|N~f$zkDk$keM3M60)&2AmzBZ$n
z)9jv;F@ScYNk0XrB&CL}2pr}D5VkaT*1@y}YqiMnum@acP#XX?eF5Ltq;Lnh`FPEh
zj+@lXpFvlv?B|@PUpt>6Y9K`8-(UwdfdQl!B}j!pr2NldM;{^>0K|R)Xbu9y-XjGe
z@fo5TM_z~6UE7~|#^?LFBb<1cTY9VKkt+K>w5grd>J~D19%C>@(!@i0k*9+q{+G1e
zrWF%kg#la5$#uXBX!vDFcIDOmREjs@fgeVH={r!g|G!M`UblLrl61i=g7nyaka2AQ?Jk
zPglnO_6?nF+pNBllED9NVPc|Vo?$@NC-d!WL~oT&nq_3?1!2+5i9tNX%7##PhdckV
zUW*t`Fk$KF(lwjaKZfG@ezqVP(#eSsWv@VPW$7NHxbzuL&SMX+S!ihyn#%PZiI8=S
z#3pVIH$jVf%By=SIT2aivX;u`Ha$=bL5nz@W^>jYmL2=fn7o1^g$jdnxVCZ#CXqnS^vH@T`096Q(nAu-TW>5>oM~D5lEDkT$`B~2*ooNuE3)s%vbnEe{gcCFuRhbZ9DaN+6#-N
z6t%+8`O(*3r)y$jx)NTEj#?VpCH8)tebGxV<>S?^J2f=R(os0#tS+3b)#}vM@bi62
zExQVYJ<-%@-6_ijS-~0CgOuFTlP(H81VW?ELK=Qs9*8Fx9I|JPmcqlP2#{-k6=X7<
zJA!8`u|X9c+&qz%h=X&cfkwutr}6nY9=KQ&k(5#=wXm?D1@SYRmHl`8XRuzi_nRo%
zTi3yT-FQ~w^?l3wN?-9HLl6`d?@cV~G?d;1sHq8zq`1SXsWQR{Ll&H9l!dn~3VQ4py;)3l7H-t>(YR@yJWvfGVvj1-~e|&n{Ia
ztxIE7vkw%9XefT(TMYz|2ppu%Z`E7D``)@CC8h4?itLL!-pR8kp|OtG7U
zM#_*hBcu#zkP=D}8A>vh64G=YZ`XC5d)@cF);VXbbIv+{-1l#--@2~v^{w6B`}2Ok
zhUe?~dOouq>~&?jkOpOs&8u2{6fy6iG<
z&EC1?$dw*fY}2xyrYsNs(eL?H`wQ@mc{|IjIyxII)%ZE5e&BT(h>)+GzNZM;n0UOU@3L7ZI4
zsi^rIRQXT-8$ZQ={GVVb7{7YnDW=9r#Bk#06?=t0-z9?r_fL^hM#4{E)BmY{CGBUs
zrA@9$HoN8j^2V1}&o`F(dL_%2sF+J-+w{vDUcVVo+O|t`$TsKT>$~D|PwrY8nY`9M
zvT#&M|K^Q@1dwynOLAyqL}SyJMYSmxm)0d`RMpUz(AA(OGd;{^3ki|1?o<
zT3uJhK1?VH-(~;h`UduoW|;=&|Eu_yJ37Bu6mI{+xb1(4A&bXu-@ZLytc4bH)Z;AU
zu0^#bfbMxzisuN&+~|l#m733i>OLLb?w76~$CviX6iM(D^$VQ<+S`rNB*mU_%W!vr6|Fg2a
z5&EY>R}S1}D2A2dRi{>^wo-j(&HIyF>AZ7gkGZH&#ItiGhR+Z01MGfNl5%w>t6c?d
z6bMWo1%+p)UQk}Zno*J>Sab?OgXt8V4?i+s^oC}5X~$6rK&S1Wum3~S32v?nuFJO4
zs0oc0Iqmh`fBt*SgUZI9sp8t!*493Jf2+2@EQvQWZ?&LdQ1%CinLP!_JlSW)qEor|
zcAuiIu0`-L{5i~1p+_SM&iJ5P(2vTGPWzfc{V2vz7N?ep2%Z{YqGd90Z<|h8uoEVr
z@;cHqPDx$&`0GjcX;D2X8z_-gpp{Qkh!x(0c0e*`@OA7sdDGhKSt;U
z$Pg%727LT5$1bhMlG2#FogaX02SH1j2GKtY6f%${sdC0-!}FKhJ)D#T<)?<>k{ZH2
z8DOE$KW`U3>ci(91ke*Q1QN*vW~aFb_hV;#ih%2A&X->NH#8LQ$PZ{4Dk>c7cx=ofPGuZwRk?&87U7a=JRK7YWo4}&P
zapzx5o`#x+Uvpzh^N!(~0=g_T=6x($xbQd(155T_6r%n>v&wNNnV$_&eYtJXrt1|E
zU8d(A8#Jq$rIF2XYgdru5l-tkgD=!X-We^m*VVFj(5
z{?sy`Vwd_aX0_L^o-1i+P^GjP(Dm!2EAl`4yg0P;$d|O_`#;{A@9js^s2RkBN&Ik~
zziXX;!>5#{4T9a%fMPk@O`pBNsW;nxMXOV=|B7uNj1sc|_zUH0(6n05UV|8Su1%C*
zzHOnPG%*xKCVaBsdt7GB*6`D{c}IWdn}#n16{5MuwP`^U8{itM#am|Oz~pOSpq@#b
z4Oq72c5CqX!l5fXHhxL+2-@(a=dS}>qGOYDEONAPu*fb1=Y7V|b-CdNE;x7@S_Zl&uUoVboW_
zSy;INdQ=88%SABpUO7A|RM>nI9v%I6?69ngGPQqVl%2N>ZQc>
z%6|*gaxQcMrSw+Xe5>lcPW{IDBmAN>DuWvu+sbdUN~|o1u$OKW*%a@Mgv1v`gKpNn
zKjpYH^Mz^cr^R*eM!VX4u`hUM{=)IvGmXAKpZnQG@0#*8aa6f^{g&blW;w|}-duZj
zrC1OGl}q%lm);17GJPwcT~ooBe{C#*8lp*r}>Nd7o@QDUnUo}`L9$($N!6}
z_@MdZzo?4mFJI;~+FiL8EHW1(z4^eSlY3t$zNZ!#n3p58BoAesfcV>5S%Y1DcPQH2t_b^|f28$v1-GroNvCKiO}Y8c!`D!@{Fq!Shiu
zor>-yYwBy%m0mKtI$B)h^_Pf7f{;wE7KFS3=;^x`{~stRpctA@1>UWGS?QuG8en+5C+U2Y!FaYb)y!y)FY-1Q$NYt^
zDJngyH>lnY2J$UqKT=F$PqMLJCW5S>mO)+ewHBzGs3FEAe>WVSsw)F5Ef-@*Sis(l
zA*}%OlHe(hUzzGwn&ElO;`n8vMSn0odR%s9@p1LQyYiOH(~o
zbs6av_-OQv&$0#1Z@UX_y0^AN>zIDf?(XI8Z?W>lKPzv~F@T`<@zbY8D^^q<`JrFh
zSTY5Qhd>?$E=5gMkQI3Q$`jPs#cQ)%m1y>6u(cR)r|f)@uzq#YQT`EOG9J9N?MICU}?>b
zlE%>haDTW}>_wktl*1-c4uEn1vzI$MUq6qffS*_LeUf`CSAyqA=(-s&i2{*PolMhR
zN3IG+4`XBbrlQ`-t|h5rN;rOCGV|c-&5V`nIB5ccAHpMfC<8w>z($HRxXbjLlAWlevB33rC}?=%$#Pit0I@Rsf!wh9g>AHIHU>u|#Y^urjZd
zxW~+-VF=$`h2gI~){;1Ck~J{xb0Ab6Uvu|o
zXSsz;T(cfLb3IhuwDXssTc$KTNcofG82<$DnWl*cc&j#QbJDY-vk?P2PkgDY@O$T#
zKLLknnu*{qf~sqv34wHB#iENh;5^vAahG4q#uYv_tDx+h24SNrsF?5nsyubD?YS7X>@ePRJ*L~
zfL&|f2b@c|&rs9gj83Ova_xnx8ku@@`}XaHVh_U0LKg-PG1l{&PHnh2C)X~72;F3K
zeMe;u3k2gPP4ZQ`kZ-*`XG7vr>xn1Zr;iu`VzPXwl2S}Uf{#*K2|GuN!VP0Nf5={y
z5#6RDJkh6DFX4p1|2RbI!n%*q1tSE9KMXKmpx(SAVd*HU$p=iDzg4}ti^#(Ss`2%f
zmb2MPWUk{8X2ZU+*%ccps<|2tRUwb-*H7$&xyo^5KU^30_}*{`Xt3ps-ya6QFE4K%
z^phR*yt*BTA+S)9otmmS+U&|<)H!XQUGBGc&z@n@ZgA-aX0a#iWu5r@!mbs$Dcv2j
zy_G!4=TVR3kpwU`G}JnxQOH=lLsR0
zJCHsKZ|&MSPT9ZA)G=Y{M&EkWZFV2qj+dlTCae%YnbKC~;WkKe@@{iET1RxlWh_Qw
zgEL5Ker?Nc9UYxzP)Y|ZoWvtG{N8>f|DjZxW(vUbp|WyJn_w1QJLSAcF0G3umP@Fh+>`JOR=!Bb!LzJYKR-|ZP
z8Iw+c!n)$+s<^1~pNsO{7vbs!2h{9npGgM^y!~D4zo>52kIc7a;loGC6M?I>9-aH)
zu(*)z*%MHL&#?!+`Q`Q5GQ9;0&S{0d2F2KRdCaI$`4y{SoJ}1f?e?r9uV!bv4jopT
znDlz``0-o~^V9x*e#Reu`p!>9R6J?r?UvZLoDg*j_umo!qOBS;W(1>27@;KX`1c=o
z0LSL0T@12Mfe?#7f|Sl&86r35l%zrpqj&f2cQLZ6V)fV6IKQ@G*0J<_p^BiWxQ8e(
zsBYWr4AOt+TeyB3B=G{+1LP
zV7iuWlZ&01KoG*-y`u2k$rE9X=;Fc;ED~
z@K6uy>+8d=RnCl)>ejiJP*o;b+-<`>iobJtql=3MvM>6Opb>5jpfrN1qRy8>tDqFL
z9fF&#>>i=g$iYjTXzRqK9d#*nEkOV)-oDl1&CyRhzH?^}s=CgXt7qpn9|0(gMR0Z7
z)~!OCJvliUD~1d4t?Y3pylABI``51z%XXrw#DBlMH1Xh?qOeTb6Mkve`+HVge;*~O
zo~(9SvXjdgyi!B2UcDNlc>dCum*ino^LiYWmy@evx{MjwaC`?dXp^4g=lgQ`cuPtT
zO5cDX&X&pw5x5QfG*4F-`Hu(Gfa5uO?A42K*QsO2^M)5tz04$9*?)Mn8`)7;tuM6=
z-H-Lq;v!Fmz2nFmlzGWFbI#r%m6MD5iIamv43&?TRK>pz7(@iNPJQliT5DJpKYa9P
z1gh*Ppp3{85tkDOZD4SngWj`ssBgs#YSpsky`5?4>2~~xI0KA}9?@h%lSjNczLBk->&1*|HEA;C(A9+p@l9fgT
z+MPRlcI?oh5r!jjSm}Or`}S@)7VRN?Wb;k(y~a|7-)R|n?b-=~&(o(q2->Lq?6111
z?-1!*;>KJ*M@!bt4P;7c)28tx7Tff%=wa&Al=-2DiPQH6X-2C8a?}Om$TV%8{xQhl
z6yleL&sH7*j>Lz~yj*u%*>p6qc|DrG?e?~~4K0w$t|6i(D~0MR?hqBuffn;zn&3L?
zNoD(5pU`u57CN2xKq~O)`;CNXDaBIL*#d{DdFv*QBqs%!XiUvS46hX6!LdB2pSVQW
zrsCRrG9VxpCA~YAX1Nb`+ob)R
zp0>C69L1ETukMiI9~t9Ki@{))nwV@sIvUB(iI~A&Fj7gP5|LTjUSq<5^iNdGHL<14
z@y4n{M>gH1VG6(PKgw)qX+(ny)m+%#y?c)iNm$k;03L-qF0;NW+iDwXG2^bHPVa6z
zWXu@MtdF8oI~HlGhY&Ji*pr+%Zkz@ER1pTus5G7^&keS6ak+J3UX*FPPVu5Ey^to0
zcW7feIR(w^G61$5)&pdv6s(1qUF>&vk3E0>z<^!fyK*~IOrM;?YmD!vD?-1v+NXzuB$gTD%A%Ii07Oi)tVhdSG;Wgsg^K)3
z931n*yZitw?+Ee_(RZ$2W+aA{P+|P2eBS_OnQ}g!7Z(0qbg|_7)0zd^1I8KTy2^Na
zd}7J44lX7=5|&2&8qwSwf2@`5@A`V70xle4v-ZdnszL~sI36g{_wGkwwVhDG28a}j
zy_7pGBrN~5lFEbt(Rm}4Z^e}BcXM(&Q~qcZ?2)-fM(Zdvmcgp3OUieVS_VqHArhvy
zxWwW=T!71V#R&bNB_SlL0E>k9BDYH3+S|2zpCb`k$vi$Il^$~KTXTG?YidUPwKOp{
z_BOTOxJ|`Vmff)L#03|29$=2!g=F2Z(WBc)gxTG{4KS)G%ckxi89YbU;mFltB~$sOl*Q7FDmNe@UW)K>O?UnapN7_MdTJ@
z-yY06D0nT_uHDa4Ru@EZgaV)>6%9S>#6BoF_1I(6_OHK$CNbFu@!JU#aFYoEnmR%8
ziWO$F1-c@_F_I;asyP#n2bEU|7gM-dLZ4lzHDNL)S*$RtRIXC9$f531YSZ|*hNwm7
zgp2X^-$EYb8zLM+A@M%aG(w70SOdR$^$HL7zSQu4QARF9FxK4M{H>|&s@)LAgmOCj
zMy;eMdfh?Zj3X&xkXzj0eUg>y*8LrBIQ)Kgb>$K?>cu0UFrhnv8}&1nO=ce)HEgS_
z{pPj#mSC&8`IWYXMd&Y8iO|tOTvguG5&GJjvNCs){cGOM3H6(~L-rB7vQ4Y0cPe*wPJ&6UVl8|Q;()>O?a_94{
zQE^+mUjIUQu!nJ^yUrQMuRpylkKDL1jRT5D_g}BK`lSjrRZ1-(3|J7o!i%6b7>P={
z?NlD9L^HdVvAYNAwy9hXiBK^{WMviMF>C;LMrg_L(9|l0D<6{7fwgYbpAgjc3aNOi
zYLjbQ2BFB0nMT=+^S<9d)V<3a5%ayl3eC*PjON-S_Wd++Nf-Ii%g!ehKNfK0R`%QQOXag>eqf#YZW!!^oyW{+_vr7lJ=F#n-w@js*m?g~H@&A2Cp(+f|
z$(yawFMoQ;w0mlb>fR;m*H$Aqva?s$xt+*n{p2>G#
zVS0Rcchqmu0Q#4_X-n}GnA!*@X^EzV#USLZgg_h(Rx8QKQKQfi-3_GNZ1LrMdF2pZ
zNvON=X!5RXG#k{)T+Vc+S$@e49yi(a*s)`7NGMBEfrP85R4s1rX)U~2#?f{P1%DyH
z+;jA@11KL#Bxp(U+JodIanswkYq#6W%j;Jl9!Gch^e~}&*2?7D!ec>#sOur^y5uq!
z*Z0}Ig$f$Rewa8kF5eh-?&Gn0#9-kf#0WLI~#O)M}^&IIc03@HSfyxgr$GE
zRLqnqq1hHnMJAMI=>%F!(4%c*;AfhHY&B^i&XOAvRwZyLh*eKzJTu^ZX%}kRWUKiT5q0`%QxLiM6&CS<5Z1@)cg6ScQbJ
zSR~XvvmZXpLo@4Xl$ksMLoI7g+qP|=US6)iffjnwl7YBb(0`)=nD5w@b4T?s9l2>l
zhu%7Xv^~OiNm%p<*)Z#8mq&e!D32C*iq1kf8;c8%2CBs2da+}l_U>9%-ZiGj_JQ-@
z)N%~xB%)0#34zcp`quCE!u*DB^%0p`7}E%0J7f;OQ9rhle0`PNK@t-e*HRKXWdgy3
z;&f|SR*!`dd}B!Z;SRQESO?8ZtxHP|^QG&YnaN=jugg)id7jXYsE_T8q^fdxmk*9f
zdGqwto7-`##cQvoE*2t@!a@$CDT(Esqz3&hbqNV&(Nq)I<#a>*^$5KV68u^wx2AV8
zHGNCKBRrjrh-fKcOd|sBaa%L;T1a~J?mdVrLsW3XC7k-XjpX0jXTl|zaeHe%q0syzeYZj0s^rPd<|#o}wy10l
z_^w3DrbQXQ6|_O3sioBte#u^X%LtNHh6G&H+`rrcqKlLyB^#dIXttkCfn6;#WcROKWDVVf%1
zmu3N7CDcg8{c$Q+n)q`^YtB~>=nOGeugZ_l$GI8da6yE`17>fei8Y`>Sh+mJLIMF%OK7Y~nH33dID1qE73pp<6Ao7O?
z%rGB$*)9FhjdR1LJ3be-u(GoHT#_;X^~?Lr+1L`)*F2LqeUX0VyNezkZBfH?KYbIU
zLk5~d<$|ljqJX}H7Xr0b3tsEFi`9rvjxu6{1+f9A)O*NZQlhk>*%B_#
zDBGzSS0bISR^X^<>N;-1geS2&mlvLC1A{oHvu088ZN4!|t2COPeP#U&hMp3(izoqy
zre5Tyh!I5XP776hHe&_N|81
z&o3%0TnTxw*Mzklg?y_h?KsH}VsI8RyY@rfhK1@W2l}gznLz_gU)a6RWSavdswF1H
z8M;R(z>06}QXu%EW7eabl=kTI@@c};gSztk;>ezGo12$ex=sI(Po|{}x(jYa71WwK
z>e4m0^tI(U!XlQdO~eKC)S5LbG;iG&GzD4PGcCS~tpd*GkE|27Y~9+zAfi~}1~S_@
zHa7M{VeH_}12hhkd@UfqV-Wh6M7Y^tprA?eCwt|E%xs0eHD~9|j;ob3Iu+@DmHx*#
zhjGKIRnl&{;oW#gdv(rq-DM$kUg>XdHT~WI{H~zl+n&&%1Jp4N)lbTxJ9vWeT9W>*
zchPJWF$pc#MC<%Jf4uC0nwZLD^CSZ$OOLUmZGj+-Drw
zXkq1WTkTbmOJ+%1|;w@9Y0=c?b@MFttUxRDTeVsGf8n#
z2k3Ukk(UDW4TFa}G~&X)fdk!Yn71QfKsu!whYpR-zgbCY$7jnL@TAZw$dkZK5XnR2
z7c)MiDXut_3h_(^RQpNz(4!t*+q(MAZ>?@!258(Po^?esnfrD7{{4uoch>j_2^D!p
zAEGAV8Gr*3qftPP9~NyKX|ZwRsN!FAhQg#()Utpb`)S1`uNesuGjw=D5})CNOXo*m
z;UMg5c(6RwS;7{C&i>dw5Go<1%zzs)
z0QGCqS|7(PgLLSybLU+g(ZRE)?D*OjB8a+pYgAMwh}jB#X|Y79)@T};e+Ln5Q5izf
zxfc=YVpkD8D>DBrevGqmCWczsl8$ZMe%aH28Q?TwF)@FtjpXCP_s0K41I9#ri1W?FHBn=FK-DQPh3&HZH_V?@zs)kmovij=C8JG&oHN_C>k&p
zqedFYStfgtergZ@>Yv=|Z{J!-gs7PCJtR5{ix95bD&B9{X;ihDU;k*E_<4pG-x8)7
zD|uw1q(`Gwq&>pPpwXi{3y5Q`uw-5pb`0G{kO*X$#pj}n6u2QdL!b({iBM-OTR7ROnh#lCY4G3>;~MpWlchp0+d%yiiNY#U;_5$#A5!PzOoY
z$ZFyu#T{`m#PGsOo)mg8VPI6b32MiE?VRkY{N-hj)=dZ#@aE#o0>eQ*6h=*L+f2bMmA;)%{7KK-{V5y3@beny_vFjcU6n+f+sVVlKdokLb
zmVI(k2c`}lw3bmFf#9w&BpuX#Blf@SpqEM9Wr!E%amOQChjGKgnH)EQS{e5(Y
z&_TJ+HfC{3c(}8|IRM0K-Q%;umh&5TPLxYjj;#zLQmb+Hp~hph>%r3$aEoXOMnvCK
zl)IoAFh06L@oGbSt5k(QD^DW
zK8$4!P$Uhc)1zz@V(ocRW~zZ|_>5?U8l>{xDMrJ(RHT=sw5d}lFDv8YEOJb`SPW(jKjMYL!p)M
z4yhB{V7ne;ov-qyfQ)mPy|xb~TR-L17*>_v+y9K|$E<%3O6cvDnwsVn6$LOJARQ}Z
z0+2k)&OR*C!BCIv3k1Zri#k?PZ@!=1Mqv;s1>7DJoJC1Xg*$I)F1
z!)pw1*AX3otzXFh>sGEz9pLh7H&wRq``Df{V|aAd&-$##vQLg`ByO9h=ewdzH7!u@
zYVK;X@b{`JrlAbJLCe>0a{`VX)0Ejf3TeR?oPEUU8S&
zJ)Rv0#k)%vr>jgIQR7|m6AX>-l?v^`l!A+kM@+VUdVrXxR>^L*1Bi4LsHsvW?J!)$
zIBk1#EwnWfQOn)0HX3wF{cz8boEjZTt2z
z#yQ!9!#K*+gt)kF0mfzHV#GzD)1%yXAZv|l>(Hn9%B0;vuBuM0{eoO4E{!s7IG4B1
zeBHv)9bOZTuB?BupR37y;SB}fH8jZoO^y(s!^6WPr{(aWL-!NV7@G|=o%~@JBofBA
z44ls9G)B_FjAjZll?=RfBRBGb;RULiP2zOWWPn#|Z~|a<%}&mYYrUMVuHyZB9sJBX
z_ZsUaz{aZ6blZ3~`7tI}Hk~}MaY>sql(J0v4P{D@w|qDet8i~;Y@0?EBqo*cgbsUo
zodZr=0pPy%3riCh42FrnDznthjfoix$zh3uKEK2kKYgarxP=Ch`MhOH!X9O8dz?3p
zEMkrms)x-;DR_Yt-UCYBj~PMJdjHu0&kfF{dy-kUk0;Y7cl)?P*YeOUt3k~!gdtFn
z1&oy$`0n@cu%m{!3Di44-RT|?@JUY2QDV)iyhQA4cvx!|(ChI;^{6l2mzLg)alYnQ
zBPJ-+N}vFy%a-W@RJHl*uLG^k7$kG=%x10+$y@geea09HF0AKJ+Wo;aW-5a?un
z!~O{ImLO#0TQV;<{&@N$<&^C-qz|*Rr{E2;^)qLF!Q#KNp5bfdE{x3>=~q-%<^oS1
zs!RcUQ1R7u!7N+tnK(s)TRcuTxsVwYT*$PeEp-BCLCB}dhr)4)=P#-
zQQ*rJ;hvLc^Z2Z%$zNHdJ6nxccO+xtVc1qWF
z#`bO7*1+z#*9%Iq0UX%z%nX&>6*nM=%b0u4!rr}mXQGE6`c(13{mP7txy8rX1*$?Yd~i@5o`JMl~*1=*fuk
zbAF`!5NQ~#7zNNnc%0)@R1PX7ZF!@`6rTov*x=|AJwpeU}UpgKlv
z$)UrCOGQoMqHLQ|eA96PgL4xDgH#v@1R6S(0=2mHWRF#smJE}_H&zWGe0a`-lq2-|
zg8BfOTi|%*R!T*kYRHn66^<1YjldOAwskl(zb`8jyoxhQ(pCO@MlRZvbnV)Ke(H{6
zGjnsxnJ2B^v?+(bBP->8FpYFCo4NRS+e760TPzr4XJsi$1w({Zkyr@$wVJ^6@ZrO$
z4prE=u08mvZ1=bsGn$j8l@erDX==I^&TJgh$*9kf{etmf`Y5BXhO>#4hdq`mMk>Cr
zpoU3pLEcFWAX!1zA_%#Jj;>jnbNn@
zNGWWVux=*oDw(DC3l670z;2J8-xr65gt$>hoSwK|W{`c^JozNUOu%6A&oQ>^o?Q+!
z_~;ky%8(5f!t$Bx2l*%MsO-<(X90B{0JLFb{zu=W6z_Aj)9QZFczpQqVJ_Dez6BZA
z{!_vHIX#W{H>gKIlp+lTP1~V=`bF$&kE7wf#d84trU2lJ(q-`Ay)OuI)HFqifJ+C89tJO|QzuJj
zXJ_A!QRQA|&Ys;z6}K#QRqOeBdLTG!wvL`Q?G)0*YP+1BRhA9TZDsV=eX=oXo5-a_qimj!Ub>
z)qpyJ%>Hb323uD{yn3B4-;9}+k#hYCOWKyV1SDaq1YxZe*y52gQ)BQ
z1_27|BB8%NI>l=B>b+PS9hBUO8*mK-;$uP7Ar78rYIND&B#lpj!P-aN-+cOXhywfI
ziLtiMXDOdk!J;{NV#o%Wzxy{0P1EAPo0>IanOQyVID9;l3$W=Px4t(I@zD+cTdDZ0
zw0qZ(<&pVejNQSd?}6EgQ9Hr;SMxFqh_kDUProN;V{BeSAk(`U}&h=a+QDO
zp|aS71mV@hgi2VgVaAclguBm?_d7D%(J~2)gKiwEi^PqVSok1eRVJRmUOI>ncp6wh
z2F&fhP~)-(Ms6RUMR%c}4Rn}k+nXz56lvUvic$fXY>@P^t77U_rUOWajoDMD;dRc^
zY?P~cPTWp*`5*?hpp_E7LP}C$W?gbY<*R%;lSv15T@rNp_E69n$jCM(;Cbv^sbYv|{HqiBKyGt#ZBJl_Jlsy`?1TXse(I4K*4Fs!
z($3&ewvyJI_eU|?ny+q*>~w}@u(B0xiNL$@l^=ABLs7%$ux_{((I~`71uoho4yA*W6Zlw5Xlq(I
zi(4o4C+Vg#rO^JdoT^+5#E5xw2t^c%`>^O>uxNO1fv@*~WBU>lCjmkU)2l&uOUK*J
zxXgl0`wkt_RDX>*9O~3Gt0ArZ1obgf$MhK-N}%{0G$Yc6F(HM+h^A4MTM+kmqvI`%
zu^^t6(ct}p}_RD2Fux^!ur;0%@Nxa2Z-Fbp^RhF02O>8tD8
z=b7}+h%w=AdT8mxd7x;~!2xhb^B0m6a9Lp1e
z;RT;l(_QN}G{odbjhM9wN*C4Qp&f?~9XbQ%gUZ~fk>;g#bj6TO8KsVuidv8o;f~h(
z*_I1=x*xuLS$^Ak=$J9lSp{;rAAeF(a3P`Hm3Bz#m3%2jZi9A6HoC8
zukk=HFG8KtgSQK*Q4g9pFRs%e{DzT|V*F&5FR6moaY~on&KUn`?2a8f-q^k*qKgj;
zmH3t2%f>Z9<*P=e*a3wW(tfn>Ij(t9(6%{&9Gc7-x&0`9E~h-`=d0A%*jNO37w8ZR
zD*%Su<&{%U2LH&A1LzYg83*InpVSh*EO{}7T2~F9vcW;Xi
zU*BqMR!+VMiY)vev7~N%`O_ib8*z|HJS@--k~{4?NT8}PQJsCgln^KQO1%JV1j5Vr
z&e+fMr2|wZs?W9p(iYa5U?ZylC_hm7!`Hd6dQv{aDLyfMLkD=j_>TfVI=tTmz{~jf
zY30GjBiuvJe)ZL2rbVK_ld_dt`<_}042_KT@vOr5cA3&^3ZhWIexoigx?m)5MmjKr
z-a3k50>rr6C~oe9)%ceFb0)6gzN4m{4h&2?nqt#qm6ern{H8qCH&MHNy+KG*2%5
z!SvK4ARr*7o1d3|$zp#mUq8RM3{1p$7V6JIZqs0Ob%u`*BC&@Q1EQr-Jxg}|?8oBL
zSl%&ZeShA3TLV973|p``DD?<1TJaa(Cjj=qL4#%EXSB`xm)^9?@SUiTJxr5
z)+Lv|efw&!xTF#{$(F95Yo9(Bp9HUYppq2T6kSwl?l;muZt+e_czbzmU^amNq#~S$
zb5jdy0d}Ci7alipRm~V|8H*Pl!$zi8_e7-G|3NdGbW~w^3$VaC&~hL=rqiU~dZqDc<&{kGj)3hRHmmjMfHz8ZQe9
zdSZF^&!&;NS}xJByJ>nC>3wezLMjxTGG?b;LTt7Gaowd87nkqpMPyeQk#y!9_nm5c
zHmg;EcZa*@=F1>f@?99I*(RmMQfSszUtM3pK_B~F;$`ph*mB;G7
zGZBD+W%Vj}x?*n1AD8sM(Z1hQ+fw)EdYcB&+TstVk$8G!?)S##3ZDTAYXSzy$?c=8
z9d|3s@(8`@d1x&W~f03mcHnvwGtnh;v@`f
zG1vxok(7*~$fpEp1HRVM;C;?z!wWFe48mKlbcE2Bc6uOu*}emy9Wam?$E*(jHsRtb
zI5DDpMBF}=vACw`3VU1IJD~hQbvCA#{Whx>CEto0w^(-8^^3{xgid1|7o8o?`rJNN
zA36~awI~Z{A@*=zh0!4gjmmZe1KHfCPvxlcM42QezP$WO)+@vqr*q#a5(&1@Fwb`%
zYlVN^Dm@Cn;lkT|a_dj|ksi#$LbH8R=HUv;ONYI4`8}P|6ko`F40R5wiA}y=@7f=#
z<&0wDAWwJOIzXm8oUdGwhx;_Zf3$+C}HlFvR|}2h$CDs%goTgjb|w-ys(U
zSJe0h5N#JuW*!3u-J|jPMTMCS&4XsHS(27j>N9=6#+RR$=H$8trQFMzmpd<=GNA~j
zMH6ILr2%cTz#RpTeS2KICD;bJ=O(L^IqC$ixj^<1nZf_I@LeoRSl3lRS40xAS^$&c
z4xGylF}-{B8n)~;=jB6LSsF3+kXuUi4Q56$+|HYfgfp#9J;{2XM6L^`G80f-O%uGS
za3v{_?Q4u@dUfqOlaR``h_25Q>qLQw!G|{+q;6YhzndRb00EtEqvD5ha|#UzRLt31Ox2sGmtJyQ6JYj;
z`S<)*t@gGr<5j_Il=V)e@*v_UmMIPe%FMWI`?C4(U=^LJ0PhG04qk9X=Posp;RU0E
z9e2XxKN}d>uY|#SPkH%6F11x}W{I^mxQK6G2F)QEaFHKC+8C;=eCQpYWA%|fllF~x
zgQ$20Dc^v)W#XGPrenW!9jqe)R<6y6WWD-#-1MlY{Vq5w2w;@(;mq!JS`vXD=9>?&
z@154)nfOv#lj_PDc{&h8@as6aY11aU%+Ox+K(mUN@#H~l$o9&rE+yNSB_sl#g_qe5}4qec%*SA}-ckE5+C(x1GKP`(eB649qC%9{B
zVpfqw4|EGH)VHQ$e?V>9FzL(e!=TShv5I3XT4koUh-S4-`PHG3c3W-j?R(zN{e$0^
zxHj(s4K^?T75_W()#7HaGRqxvd|kT}S&w-WYS`Q7
zm~(Kgx4qv%3R}sMbiXz1>TZ{g`De;=XGNzz9{lS}TbzYPUQbF|7-}HsuKA|l)u&#g
z%N7==z`%nAG>duT*2`d|jF)zw@X7S9f$%9dVeVC*&l2{=qdA%UYfrTYmDi!*l3Riy
zHHpJbu2xy|=0bZcg>Ev|WGgI(uPv6+wC}`q$IN5D$%o`yi|3&t*B(mJX^fm11aJ!T
zq}|8(56MJF;c-UBhk$S0FNXE)r{O#W;-1Q5hfj6&4(7$(0yqbTp$1~xL$SjLnhU86
zy1rOYWQAku%2dfFHVRpV?B3mas!(X1@b9IM>a8m%Zo7c8*0GO^^2V#1nS>u2`9*V#
zd-UvCeMI%uN*Z02VfTag8%LJ0A<34NnMJiT{9UoL#K;uvl81PjsB_Z3_%do0*oqfxVZ+zzFKrN&d#REn6s(IU?khwZ6W$ntKwn9AI~f
zfrAaM%nUHctg1y=a|!nh|JvO-lgN}E+qLT&`(ti34b@qkR<0TMPsfY(!@GBP8K`(W
zUrOaOt|Y^mqGTqsH1(madB}QVpsi9J$B;Qis2*s!(J(nSauW2Hsmi|B))Ht-2gp2^
zM4$it?%3*W8eRkfv8CFn&qU$txqjnD0q!4Hn(^y(D|V^Ap>*|UX-2G}G63#@8M+C~
zfzYa>o}Qry67(AJAmuL5r?_EVr`f|?Nw{*Qr^3$wicGb6Uw@J!X?1&3Wq>}p~zVlwlT@^fQQBC-vEjY)XR{?k;am&
z>}>vpm!NFiy*o=;qX4${79Jk3S$#mQ-$P%^niW&^_bju5KY_B(T=PeZqpxrz6F7bVZa=)Bq~N~
z<@Pc`HHT4p7)}wCv^JWiZGu_L5N{3?b1%72a3(351WX7kTa#a<{>Kw~RM3SyV3L(?
z#1BQ>k*^sujQjQL*MZNw2+fkLWg{R+kdnIs;VsELP^0%v1aP`SZR=V@rC*en|_uk+wz0DtvEQ{-i~D$4E|~%zWk0iI?4Oe4ny^`cZXh
zor|)xo2UXwa8$MfVFL20ThqY1!`BhyAi5Oc&WsbR#K-bBXy`21p|l&cBb`Kl1Z_%_
zi;6Gc7D;0}%=xR?y*z2+&e4$0@8Ms^zg~2(ho_qwRs0d5S=*KZ
z4BH`vwvd3nh)R!=^j@QA%g7wqRV$7hsh5xfmZE>+@1zB0OPAhZT?^D#l2xqF1koKq
z4w#*-)ts22(G296sEU57K^Wk@)Zd0gF`@nRuQWCF!bM
zn|bTPj;l^vvpf=q&4}J*Y{tm*Z)`y)u-|g|-O)Z>yY8k(hs@tovhC$UL5~=xA8_&{
zeqdecuO*2_CR|1l0%{dvm1u!rTG-l%zf6
zDwUY3b>>eBR=;SR;4#ANqDik}(|Z*YMhDi!N!a5U6$v6B2*vKB&em-I($&E|ZNpxX
zpecgIQ|;dY;Or_d??EoOcH_nw!h={c>i=L6O(*y1Kql{QTtj2yH@YlEJSm37K>Nk^
zUC@4mf;y|JURB9ghh9fnBRB4M)@qmxZGGy>y)pV&bFpQ`%#a}K3u
z*IvC2e9UiNv2#a%`TXraS~TpiD%`*L*!-e3UH@9BEjM^{i@(x_oTnbOo+RrgZ!@v>
z$o&()y6QHi!I7jgcN+
zxUal^z>e3irez20{EGfq?z+ZfO=uFI8Q!zWE$6BB
zUyD6yO5ahG38(Ml-rjqOpetlcI@nrVx+n4bB`ZB#)P0fiOz`7(o2>nBK3lw_w+E%oCAZd|>
zxk2C>2;ZgB1UzE(Uo4Cf8}36{6)TpYu>%39C_xn67B63Z1eG=%XN*4Q5(gyOEw|V8
zPXjoFp(5fg&PAby7c{jEm@?Sebx+fU_bYa_h>e2zDngIwFqulcVUxn-hW#i37{cF-
zj`kwCFMQo%UB;-VQ_3&&jgh^W`|b*Fc&{LpD=6H(fB(Hzj~f=9mOg0Q4uTE`bs(%}
zD$%#oF0p&c8P;N_v$(jgz(J{jM5imb6Qy2%ecbyDbs~_KyNJhXn~CE@y)H5g7N=re
zi^a1!knSWe8@7vq$@cAuA6CF@`%9u|FyyKk2$Dd_f(Ft+1ph^>MOXsS&G+Y}N6&Mg8)$a75BS%?E4U=G3uCI7;#jA;M
zPo2;qx~Eb0=?#)S9+i)B;?ntSj4%IKk4oIU
zK1Xzv{TIxmJ*xor_%7zA8*NXacs$nB%3pO*?jf5)CpC7lFcKVlj!0;9bQkE5=y44u)}Y!rY~)C}{6xmE
zn%Yb=Pfw9|-2W7w+BeMACMp~`(^I8qX1f0zS$}0V1(|MFalTWzNUV4O9JhJo)cf=K
z^TVif2eBcIMvcTl?Pq)`bUm@|2m7KEBypbatP4iaI^=0t+^I#t(ppT+o_L+N#B+&X
z&I4{kRU}Y+qwlg8Zqwrv&Yz!aC9j(T1ssn&xq+R{}`&rmxaj~(Xf{cgO%YpN^mU^H&
zGxxi$QLwfU8sS8bx)Ofw+$SU1@i_sN#YwZ6h?c@()$Vl0erc2+>UJf^X#fh-d4F>m
zopO<%*(9uiZ^lWd6!qd|b!fteP^z}?(gh?%+dY&AcaZ)%Az@Ufh+0MUnZB(KM1SSm4Ei>wN9n
z2_{q#Is|07dSHPBSnlH|PE<-<`toxxh*A?lLAHMJj-D#W-ISw-T&u2=lyVU}nvMvn
z71gOIffcDCkIMy}*H|y?9oI9w+IZ{gm9-0y%~m%I+gNbjZ>^%J=$+e8`isE4G;U41
z#@cAt@P5Cf}P$ssc}?A~{Tws9P#z21HL$RLLoy?Eix
z3dZ@Hz5t;BkrOu*jC>AyM6-FE|NX>EgC$Gm5JiVDc8yC+45uPBgzza+pZHFR(v-vz
z6P`pOe1fIg33;+eF~P_MJNACs{P24ZxSXF#o{$H*a3vy}Oro
zT~rO)Ph%1+#KoXIS~%PDyvBjDiV7)p-dTfT=OKwC0ICMsZTO^)$sW+
zA$Tzg5|^{>FX$~X+pEEeOW;8(UhFcxKTOYavdcPWLJ0>>m?7P}g4&8VN44?2YRVwR
zmos}hRvhv7m*2%+n9r$G^S}$?1ht)q#am)AIc2>XQ!I%`e^!}`Y
z*TS-7GcxT~StDa!H?$glJX*QiXqu|Y
z;q5I6ih6o_>zHDVx;5H0R|veVSP^_>bBVsTHsy+lOM$6c3=H^ce)EjeCQqFLXKiA2
zRndJwu&P6&!9Va=2k{fRqIP{upi?-NQkd>|mx
z4>rN7oBMM>ey>stgW1A2(0$i?p&&&uz>jpI>-v6!%f)HeXPZ4?SH1mpC`Pj$q(5-H
z^?btKIxbuS(rBW>-3T^rb$_}gST_3`^O@fXPr2AeE^g`T*8`siI!AA#i=vR7MlwiY
ztJ3p)U3M+KmKuh7v!YGMcQ)GInbA?tr0~+-cD65KVq!v=czM>lP&2Vi+!0wtYS*F6
zmNB?c4BLMz8v;AM#(8+B2m1Ve#8mvaZg?0-RN$BDktuMb1HXtj@9jNHXmFLkNO-6|
za>*N@dW6i}*mGI>c@~>KMPHYh9*#YFZi8>PkEKhqj-wcK;Cx!&cD8AuuplokpW5y4
zkt3n`)@)UUcn<~*N#S2Y_i6b@PKHYyHhtH-;*soBgx#CmxOvxg=bR(1(TTdl$HS&!
zvN3qtGzIP?w9nFyuK%U9bN`C6&g1w5)QBx&E-J`Pz!gIcM}!C^7%>PJ5N`;aM2Cq3
znkxa~WmQ0|6_L>t16czR&pOCW0i9?M3BoWnR7x_SSQ$4_i1LEUWjEc|S5Nf^>@S=F
z9yrfD^E{vL=kvaOvyxZfbfzDrQ6aFaU{>7^2E30rBBtPGvZ7UXtjk<{a^mE}ixw^F
zBxeMTRs($~$WTjbs~;=PB5!Z@<6hSZEzQ*T%C$n?j}u%b7hJNX^b?PYcMRvNmiG+B
zs{kMg1gZqEM^<>C`7O?HZeMKlq02M@5A(_#DtP3@r{Z33nNLYgR`@g
z+=|qv)__^Yp(p;_$6Z(R_eU;tW{?ISA)vq%Wyc&wkLfKjtT}z$Gr^Hv*NTTO76<;~
z(9t;d?P=mu&b_NY640#H+4(S7fgE)4FBb|Og$NSB5iJ5caNh#7{;9BQY|`_f9-%qX
z{P1vyiCDBXBN3YyKJZ@K`s3}bEpG^5%y)Ox+oNt3<>kOpX)MV^YAj!|!iX9qGC^4U
z{V3)<49I?GkG(URr(iQ(k=6kO%2hxBl?mh9NW)2c@a5NEYk}RG?&C??3-GvH)`qpu
z_gDAe%RZ*(>(V!`1RWF^Cc`KB>}~1?-t~%9n@A|M@k5_jOG_hNPJAB)^Yim-@++1*
zH54K#3x;rw;0NHYYYHyMu;%;dyC0uS!R95@DlO2G=mm`8w$DpSPHtk9x=&22f*jZ4
zl9C1zGbVxoLS;1&l0fFJP1--M-eqKQyq~&K6<=fTe#YI|C1w5%w>v}dDXelv6!8Em
z6B<v@D<-BzEA(!Yi9Vg{|nnq-P%FheKu*iGfY{H5C&U;
ziiZO92)2V99FvxoC{(xW37Y}y+_r5vZ1}s8f3|HW06U6qNO;PHkPGKe{$ewfkpVk)
zd^S#V1%oPBb0g?2hMId1zH$}!2Lw~m=fZD_!15CFSLn)>#(d7eT~5=dOK9UQuFOm<
zYz9xF!JS)he3zY%+WbOQRRdSmzCYedX=^V%=aqNx#;firHJdU6{4A9|Z8$2=MK_HX
z85(Tj{K~c5%*^o!X)ZBb`0kFWp&RHTMf~Y{yp|{%BrW+by5nyb;k9_Scn4GDDxLg;
z)4hB4oWACoa&M>Ry!)LVa?6;ZI!UGzE@yVDcCQuGZakf-d`VGrPHmlN|7Xqk)SQJ;
zXkk$Vi3kX^G$MTqjJF39tGU#VSZw&i;IV=9^M?p
z{bd53u-420L8o;UQu<=w>z?(!*xISUf)Uc|16P@uq(RVL*gipJyjpeN?FHqag2h+A
z#Sqf3Xx(k498?Pd3vnkIP?GZUFefAz$kAv~g)5xuxtt*mDqbk~c*D~j(bJW7Oqxw(
zMUJsYTVx?x*nB_wn#9n4a-skLcm|9lt5&b>Vu^7TX>pPfNZF<*)J-1pbfEd5WAo&<
z!-1@|fOCbRvxF>J^ZGAqVzA0NhrVbSKJ$I<*1tUns^eZ<@ZLJrWD5&n{Y4HQKok}<
zT7lu!s#u9@KunhRS0f?C*)@EcG|ET>J2W@LnVNQ+wo
z9~>Y;a}L>?7w-7ahT5RI4F?z4Jye+Y3=D`kuin1CXfP^fpt*gI(ALONpwc@wU2SMj
zJXKk-FZa}ZT|vyQeFpveYOUo@EiA1}=&C0<9k*vhxJnopLT^AXd(;Tj>
zwfR`~xU5?e=B&-1q%14_C^p+8>WQQ)eH}
zJ~P{5d}Ywbx%pMj@^$O%i6$CtebcPn^j_jB-Sz6syWI;<>hdQ^fMX6H)l@Rh*NzR8
zqWo;>KWeEQjBu2e_gZfp_3G>F6nqX3f|G-T$X8f4v>-xC`ErJQ04o0`eT_=5H{9}_
z<@2RXSKzM7J!KS^^u|WuV4CGlLM+nG?#QZCA21HjpSW#lR%J!d#eDKP
zW+jIsm+*%WAy^=RY}w0)b^KJ;E>Dh)9Q|G!|HhA|*rkQX&G<
zprrJ<7WmA(Gw;m2@A;i`{yThp9EAJc_ugx-_5EJ8_S`-veTI4!!zv1eLM?Xoq%4K9
zG>Jl4tW32WKe7C=jRF6&)atmHJQcp2s4m{ZzgJqERk5N_Xm!Yci=sp$4JnlE6tR=X
z>cY8fM^J@I55c4_tpHF{|Ite+^87JnA>nB<<
zM-0}gHtv(EqQi;c>)Ug#&pZp?QZm;q=34kRllTAs?*HpC_{K|r_tdjz&+KOMX@y4~
zaM9OI>XsK?U80a}ZK#oL{h>D9WyV2;i~iK<(}Kwd>UgyaDfkx~8(Z@jpJY|_by|_A
z2M-=N#jT-G=$6(^KH5s5WOiPD=S%*+h%M%_*Fw8RGBj4KnQ~6eyI??faIjrcn5$JQ?`p6V$VE
zTv~=YN@7oYGT;IQ#Kgrbm9(70cZWDtvgOe#Xh<_=`Yd2K@N}0{V3=)xL$rF9<#G^_tApZQmzG?RMSaB*L6FE1|+
z`KZwQOh=4-4YU4C`&U1>;FK)>0_#9Q*g5=T=LfpJoMfGlPN-BT@9+s$tSW
zg7agVsF`Qt>^jl0Deu?2t*ch9Jnzq=A)kBYGLxY7Sx%*d>N+jgcubM#6CN})l=q`YHOabXM!PCbL`nx$VkXvP+Za3ldb_EoI$AFH-4&e5OJy#jniz%P
zNr_57Zncs3JH5zR^faW!;x#XX9mfn_U0bG_eBowoyc!wF#>o&Nds%MP)N``3-p7w0
zuYRc~!F0q{a&P|c=M5R=A#GRMFBQ5iQq8n@)>9K3IXg2|Qe1onBkOUjNFj;!Km{u+JF3rz+ms$v*&Ddbo8Cu
zw=2q@ok-Iwp)U;)6_puv#?4~jHF)6U#sa$s2FygJe->Su80s+XfBg9IB~0Z{IGcKnovf^HQkA)EP1(eK
z_Myg@Yvw!Ew+2Vbgrv_*`En|KicyFS6cG{m;ZD7^Z<0yap?b}#RR>CZ*mWZ!Baf(e
zIv5%nM)>>tt6<_VdKJHW7wE1N@bKZo^z^tmt`x<1)rhwj_KQyS9n6`%OV53Px@ezq
zO^n_pJ-zydqM{<4_NO{c$I^s3ELTaaM-RvLU2JS`arP#aVYiz{;}d44Wr76tCa0#J
zXliQGv|S90m?+-n`enxHTj3%P5fv4cOLMa`{
zW!sN*ozI!wzkh$klP6E=YF!j)-(0i
z#QLjdn8iC!jj@Y}Xv&Ux7j$(QEL*y?%k%Kpq~5u2*J)$43S8{-Gi?0){QZ^gA56zU
zc9uSg9PTXZ9dw<`DdHECt$(T4?}FA~d4GKCfs40TyItp|TBLfP@EQ9hXy(O4%SFaW
zK0aVuj5;65qmgZZxtx9F*Yl#R+OqBY_y39*UqqqUZIhr{L^+yp?fP{E)JBi72M^Zb
zPRJaw8%SM!lq@tHhJ%IW7?%A@?%tHiHZRd3##&y}2HxT^tf}|K#l`e%!y_V$itjTy
zjMgaCBxoEFtITL|iN&JrZ8R_NWmTK<9OctGf{q-rG5hYZZHEd!6%U!eT^PO|TnnKuldF6lo`qhwS6^U~G
zf{YwDx0KYAL#4k`Olo3$$@&m#Zft33p-}29?3zhlyEbz7V1tI5|7l`ZavI#@Sq&6=yVb(E(i2J?%B2L
z^xoW`*D$xybBE}(r5+zRg}zwvRKSWCrCKUr-?4##fu5$UlwC5xaai8sA8Axs4L^9Z
zWoee|yT_+HVLyvYzeN2-v3z1S(^y}wGK@?u94D7A6Tl(qyX(2LOZDyCF&EI?zV!veoom
z-(FoO{|xKvh?E^`WWXsp78$$zZuLmtVp_LXMe6L?axxC`YRMPgUfk?1D<@~Vb-L4c
z^xz(am}>4Iw1)wjvBJd^N>&4AFpqlXxAJ@-P%+secWP79f|;==Xp3!YHT6(S$8!_!yl>cVY3g<0toHU7(po^7{wk+wy
z8n|}GZ5hazFFNhzws-YuXm|=CE|bxV7cZ`kS39ic2qZk(n^@3ri6T}n(FXLGs$UlD
zq!Cz?q;p~;r=ldMVq7^&asP3SUdvZ2H|#<;*a?u*ka_vV3DUHz$NE&Zxa%~wMH|;8
z#Hgmli2VL`UA^crDuqVA(?rDhC@^PLgw!Zbw%)I)SrVg$X)5)$xY!s)(YDx+MCJ7A^@Gogi{JU`G>rL|W7}UjJuy6NttBStJele;*}dCiZ1pCddC>Ip
zXVS9UGgIUK1qB6{N&~|)Gx11u?G=Hvq&3-Jxnj`v
z&a)v!-^;XZaQZu-jR&*CSq$j|)*MPKa3~otGCi_#ayVI8S&NO;a|WwX>Z&88w&Ipc
zy?XU3MmhO;Wo2cmZNF+i0I)`mZCWXpm7QH(XNYS84U=G3axt?UfQmwai}S?fWY5pm
zqK21xch_&&U^D&u^2G1oO(QDI&Lii^fa7Ew`jU%>My7E|a#Lgdqa#%^jYf??aDIEW
zcwAjwJ!75Iug0JU|JRxr5vEmbnDv{%a`{M7UIP$Ovk_w0{~54D+n6nGX3ie
z>D(yo4_HTg>ts-#DwA}I=&-C%T@3*=CV{D{^BnEC)id|Ww8>)55b(E(mR1Rvjv!ox
zL`@B)1oiWPq~E`Pw+0{R_SbSrK4MN_gX377#&(o{_0d-(bJ%MK>3DS9ubWo)1jr@Wuftckx^7d%k5;`u3a2U-BdJe1EE
z#rVMW>(`T3jLSK$XhjfGI18(?V`uw!p;y&N@)wHw)-J7Akbng44X5UZ!
z)Aic5Ya<>0S`Gcqiz$1AXqbhfI22+GKrbe7m>>=5XLYDts1?%1UfVKCwX@Y`M-yGU
zgY3Rm1o9aZB#`4^uB06pVN@OUY{#iP1_0`xc~IlquWeDz)B{$mt54BK-{;f!Uragr
zY#(kJN|nksr=Q2JHn)M;)0m3Rj64EAk0>lGRQFeIJRto85a?X{VavWJ!NCb2I|_Owe!hu`iGhdB6VMGh9QuLz2}yMT
zle1Fy2BI_5$a5I2PSg^W3KmiUi{yCV$ZOW5%)-Lr0J=8%ku$OD!|o7y3yUOF0AA-w
z>&73w6<(aC_GA{GG!udvF@EowW{kj<|GY
zn9L|jGkudYAiYLkbF;oW4hnm2-hW(n>|Wdo<|{{0=+Yg7t^klYj1RZLMi#iPv&$irkbepCtO@yZ2N1K%m=X+Pz$P_o$wf`IJ4~oh$=uy
zDg>V==8S$@#4Ee2BGWFFG62YlfsHMjf+j$rxH*1>#$W@H#-^+M)xco<9wDlv0UaP|
zxyJ|e7#reEYcn>Y0-Og;vdaT
z(f#rlw3x}Ue&eaBJ*&1Yj&lrvYExNN#nez$S!q&i?!iZi)yPQ)aWK!xcXM+)B3O{5
z&G-)o`Rjo7n>|GL)BpK{lDRkJ)}k4(ieYZ&HL_s}g;fib=y2^>!5%)j4J5fY+~I4|J){zfFCw
zprC3+MFnQfWn1<=+Mf!uJ&0%l&OBM>I;(3eAtO@x6
zcLn;X#Ux@CbJscREm`HGvsqkHQvT+ujjVcQnGC`Xsq|dRq3!J#L0q-kioKN3Z_TH^
zqS-3FIPIAV>FRjOy6t2r3T=Lkm%sMfqI^>xR3dm1B9-CyH@5@%FJD-sv~+&3EF7tl
z&S?+5ygdbN#Rgp{M|}&WNf}LsENXp!+zGcQ+8f3lS4dDj92^p~u|fxh8um^DBI(co
zDmL32;M?DKwO8u27O&yr_q6#@b8Xpb`5ar*-AYR+^#I;4P&yABA>z0N%Ti^FY;e&>
z53s&*XmypR8uRCY-|hTVc>L;zl3fGyKWO4Pbh*H8t@g9Rlc!E4^Ukl8bJ}qmcEvr(
zeDU+bN|uGUsWT9flYFT&NKmy_0)pFgeB7w-|B#cGmKH$sQ@tJ?M{ixC5)dCzX+4>a
z)Yf;ji=8}q1Nu|smoLg7qWn3G!q)}Z+u$@b#pzw$E_n&EQ{oH6cp*4V){Z9IxLx}-c^xspjbJAQS9@$j0W
zF#rY%<-r^o>wyvO8>B#rtKM-k`u#p5%6yUh6@8wdf-oN~xgk?`NJ597UX}-=aLV#Z
zQ8^LZ^g0;L&k*2)@SkQbP8rMCiEw{SSxozn{(D{hIdKCh1E#q*e||mYc60F~EpwI;
z?jFtpN`X_SrYLi*qNXnW#js@g8g#bg
znl0;0qj$?m&vFHDgY1kS+5O@DXC&YesN8Lo3K1j!vcc8n;~=gvKt93M<<
zahWQ8W{$haMSqvDYi^Bfd0-fYhdWNuZQdM}l(Y{*7jJQ3;&}N9T6Q5Jb#GpaZ%1r{VZh77=w?UWu22#x~>WUpSm3cPq%+@B{N_`92cE
z&eHNF(MCbh(U`?@>;@GtUJUzsrHwi#&@6SlDy{hVi4(qof%9q)8nnaEhux;d42Mjv
z6d9Y;r7%J=m(j=5UrS~
zEnw8o8)FH#61(@UA
z09Jc2)|XNigR<^0-fTBI(HYYC`7s8JXcUpb4&sD$=jP^`6vr*vudGhpW+~dnM1z(-VH9YbGH}mlciFPf{N(V1}Di@voMeEC>p-PUUQD9gV
zA?7_h)iT#`Q%TmAUk+F=#|i>MI82A`+q;7;s1jMDP3m9Tjoi!X-)Xb+zo?oXn--7s
z)JOn8*Amri+qOZAfd?!n`d)L2Im}LUvgwuea2P-ms|XW&)YkxH#trHbB3_?!sQXIP_gCj^*jsi}!1Vmr_jeaN)o3sZ@qiVhSLRxyac6Y9|~82F5$&OY2>
zYYMLscO-;ID?d)$mqXy`20FTnn-b=isBOP&v~0M^!H$GZ;7s@)?Z*A&%)fDv762VS
z!p)7+sK)YOE=DOa0bG|I@+zS4dGvCoNr02nKq~@fcg*xQyOX7h;@hYxx|NPjUfZUH
zqxbYMK+^}PJHnAloy(UlW)
zeE+hI0biv{CqAI0WBJvTnc6Pa{VNL~I_IS1CrsLFx@PwgU8nwQ@Ni&le@)#=9
zL1NRPe5M(@4woKA&uq7Ffw9RZ=0U^sadrOTI#XQu@YH{M#elg!nhKP?))KN_>`-ffJbm5zcdjk(VZv3`?IU<7)jm9vCa
zhFP;b7O9vlAP3DhkvNcy-d8KO`LGH@FAEg1f2rxv%|;EbM${pnyk8SHR&L-ms@_9-
zGx(Y!uGzZv^)hnuTMwC>!+K727&Q{}#;Wn-Qh9!6o3nhL<9IFnN^_jPB&;IRKk{eB
z)HJdz-zwIX>@A4HFQRbeq^=W62PZ@fqH*;JTH!D>?nYsckdP3Mhv1cq!{8`&i?Xp{W9tZ+DybdoRTq027{n=
z6suwT`-k`}U&7~6r{k5Ak3)Z1wQ5!6>b<$4WCCeKo_}$g^v_+A0ilTnv#J?6P^8%Is+5`rL*B|t(o#8iS?OT@D@NMfE_4(=-Ud@G7BM!ii$y~SzR69NjG*hUWd
zOdYoxI2xwt?B@9s5yVL)uCRQxY)@6B*J&^2cwmSl_f%X=jhNT24F#iO2h<=65UL*P
z2_WolSJ%15>^jfMPTRaK2QNjTDiYm@918N}vgONTh?fmG2kz%sQbuw&6xU_$j~lIN
zza3IJT-J!OrXFX_Rw<~imY>o8>gwbDBisBD)lZu8(An#&`hT<*=Iu!=@IdD-wE3x@
zNjQjw3P!XFzwYyk&0@fc`$MKzZC*sb>JyRZ)~?ldjPLH>&PWz0rG3|5H12YZ7fECSUf!pxeX6
zC8?vMlVRgIGGa|ykd@vhj&NpgEGR(iJOwt_$0D#gki8v`^r4khmFffY1
z1mFr^7*I^jMf>jMSbi>TG77Mbq}sdc^f9Nys~WVDFJS=NKMCqwzyyTA^)RL6*rFYU
z*Gh;97Jg4+h-&14e@1VqrMQelUHCzN5S1^Pm)q#JY+6bSU8kN9?HqxJ_L3R(s|T+weLc^De)qEAu){-R-WgsQDJAbKHfntE@682lyL0Q-
zIj~%!2t($1^Q;VF2dugvH|PrOq4{_}S^^OVVV8vgoM*H>&@w~j?dMg~rvVDV3J
zZ$ay>P?VMwI&K%v@udt)&s=Qiw;Ja_u^>0o1i*V)|D_clMX?D$9o8X&}4
zA9gt(UtgP&vV;FNo#Oq{e`p~n)D0CM2qRr<$qJfO4Si^vJ&hTO7%&znvJ(>%(OAlX
zBF+x?S*qO@ErEN7c@XtiO@?R(T*n63ii+%ghb?z^=gC_7G14B!uJq^BaP;eNjkrO=&|eaaI?YfdatfvE=PpN%K0;?^r$3cV!<>dTBj$YfGh$PG|sxZy6{}L!`mnx
zV@gy?3?}q?WMqUf(G?#dJlkQ^
z4d67*pyD`Kr?`}q0-Q;A8m1UBn;Fiof%S-<;sD!V6w+}C);<81pAS=l@JRUyhpuNH
zCNrEk@y^Z?(}`A6+BR*9L^Mkk{b3R;m=16Yy%5exr=eFWDsCFUf#X=;c_Jr)&%hxU
zC#2$qmk4^{CByR2W8Pu#KckhCF95pL0zgA9zhoB=CbkFaewpZ8E|;I^oaiZ{JAfCE
zlo$vo(Z-G+zeZXD<_IWeZL2DNtbl&2kZN$Ah+=;*Z2uK-Ov2%i-+*->fg+=tdnFn4
z7*Vcj2+29U|2xVm^OT=pSYjO2giCA+4-Y5dhIQ-K5e*OhMSuJraw&@VwJ#P1@O2bG
z8VN!zr)7>q({C9;iW4*Ax#ac`tl?6hi)M}K{r4v|a<5cO|Hv`_^t
zE{(RG@^Q))aZpD!8r976^zh@cu8N`r;r;t7xUj4YH@gd1d@B^Hk$--2WeUPTKhXJ^
z?gzmRiAYoLh1Eb~`rmUa{+vpmg`f%*WhEyklW@w#ix-j0IAR-z<4wSF7hsf-l>Bs=
zF>ag-)8jF86(xO`)+G7@JkU9Lua0Dp$cIBH&l!US`2=%A^o)sIj6@f!#OW)b1x^`l<5Zjo2Q9XF~o+w6|x)uRC&Jb19GRiw6!
z%$CQ#zIw)UFhe9Ed#6AYu$_S$twx3nSmKhAQA~4kmQ^PS0s#YO7?*WB!uSvXzs5_f
zpbpyhlf#fRz3_%AXAGn-keQkJ@HCBb$LRPz+`&wm*)>YP5z4W6iKLF0Hw0BXiB96Q
zd50bTdgTPs=+kntvJ8jXKM=}>HEiw>Bw+R9Jyz3(-O{PXiOA!*ui0WL!MDYo1$ZH6
z%YH=&CK=Z8I9BHsXJaWuUFIx>%z?vTW`5^x?v*B?0NkmJ8I#TKNHnq%J?W_#D|81~
zUgvP$qo0oqeqn-F9Ed|dN3ikY<2D^)miSS|J
z%*C>F_Bql}JVpCV9FJ(k0y7hki3SM0);@<#rA`n{jkvuEQRi5SL$|ZCw)+_oEEpjZ
zk^u823X`8G7-ZSUDJQFC-}lK&L^kdbLHbPm7KJ=i55q)ffA1_F4m@P)P%@q^C*Uau
zAqy!<0YVHQ^I1`uB%~pcMGP(6Y(;dFqF-2Y-KB?H2op0kB_TfO;HgG69KbDKK2N~{
z_Vx7*U$kWTmq|^cTP={{5d>yBm9IxeMnW2HE7y#cW%K1yIZ)RStCYxtGVd{l>Q%xk
zg(_YGxbN-r;K6pn&op!Si=96mIB>ukd=|fqz4Gh3cNof~5t_#2_q%&X5I5+7Dr4KJ
zIVJps+yM}COoH~`L9{DZUZ$ERg=Ly=t@a{mMKm^IdLxUM6+RrdRnwncZdY9|GmK;C
z{8`JDYhjp2R-_@>Ija_9_|b=*Fax6KBB@}2wq$8%r-V`Avmd%hnxIUb7%VDS&DQX7
z2u*^xc@Bv)!XzQoO9ct?)luh~r~R0=c=789+)Olb^Ud1LeJQCTa!}7S9HFYiY@CrG
z&KMvD#FF${%YXLsD5loq=%oy}kgdBm3WB^%7H${LA0X(qB{`?gaGtLCte-l(bPQ|YRcEb9h
zRm$qHZcxodjcZqgji)>>iK=)7@n7BncJH;VAUqJDf%HKz$DTL0H$YH(jFl2WltZj?
zdzXXX5#=#(Jfe%XbLmsSGeT@W1?&eQsiQ6{HGMIfTg@Ye>1e}m>uh12_r$ZM^irsb
zSLdOxSeyjb6Wg9dpSSn4oA^Y$H?IQ#wRQ;EiS)
zQrC6_kSqz
zqgS*M-@0X&(#u!&=!VVyf&xdKQarMqBE5dM$
zQOigm@=T)%m%c&8^P8W8g=4i`CfHi=o%a<=nyr7|<8yMH1(fY_LK-c_+$3%X*gY$LSLbuh}A!7(AsJV?(*BcWFV}Mx-yYE
zpL_`HYWNliu>XumL-ZvIRyT=y0M?k=^^xIEHLN0bF7(&hR`p&@C18MuV9PLC*+~S9
zW`-bs)cTtq9-W)L|L7@)<42{}fLePav{Kf|Z}k%z8;SXvigu0(^ILp#({vtH@EC4x
zZZ>VZGP7#{f>!C}M-CXi*WVBh6c-n_>`6p;LC|sYx%bH{=)WySE4b0`rJVNL1nGr`Zi^
z+VnRlpdzJ?y0$+&lWNneNKyq*XdXf}1=t9M!m2(qIa-Bwzzcf&_T4*#HH;bxTnq9i
zdpK>dD*+`bw_|^TLaZMG6sZ=i$H_f_K5$^o3A|AbjEw{=No;@!NN9K)5y?RZ?}9WW
z5AiD%g<3rkPJ=PYWTMlhPS4B`g`A`}i2HE*KI7xaNurSe6ceviE#0Joh)2*HjREdR
zU=_vWVO!(I9Gl)VpjY!SIjWb{!lCA_n(yPsoWcF&Br)Zw(l
zmQyqAVP_Z9avt?%Mt+g8V1;?XOgd}|g6Gi`A?qlDj|D(&jw@z%CJnpoWo&DCT>$!^XwJo?kvp?
z;x6bVHV8a}XjFHOLx&WJv#6>XNVZ1cTnwtC&J*(4EI`;T5`}!a@75sAu0`rT%GOA&
znt3;|vP^fH#y%Z8h<;LyVoe9XjaWOl%oyNbLJqKl-g|+RnB03ECd8ZfDC{<
ziN#GkZO1W_#(Vo?32sAw#Qg9jsbHkTM`2|kSD1+o`2sgDZ>+%>q9y@R!~ll2DS=q4
z#r;<|VQMxdez=g_g(OBf_Dw|~8qtLSo_81u4^f-EUyiFgboeTzUU<8T%mMJ+a?D8*
zyV<&28ELr+l1rPL9WM|B!X`t2V1OZf4P4fzs^6sFLAG}246+*mCN{M-vh&iIarA*15+cBa4wis;DrvY
zH#hYi3K_>%9+GuN2wsX9&6sb9WyS2*eP{6dXRCk?K2&Zq`hem?7W~
zVCxQ|RPC`w4#($dFjvS5r}nMi9EUfs3dfuoPIH%F_xG8$vb-P5={9{KKp?M#F>}cu
zqn||i{w_vkjX{%pQuI~C+XpG3ZMM^)5?lNSPSIRb9fuLFk
z^k~Ymd3Mrl%n|z++&IZ*qS!~83fjF#H*(sy`LEdMQ(YA;xWV=GVE)j6#+=n%7_XRYOTKfE`brA_%UNdRS1E-PaQu0(+UwByVlXfy
zg_T5J3VEQpUXPr_Z&8F6IA*U=k$+Ik+@+exF@c&YsgmZu`KRw5>?VmgWUJtsZrrk^
zyU%j|RfWPgD68#d(@j*sq+=k~p*z-h%>T;Gk;bYA8lG<0L~4tR2;_Y_4$w?gi{@j
zB7+caTQe7d3M9zgcU6JPms?E{08r`gDJ<4v7t!gT*NO3l*tiTdst2sXQ++88->$Ae
zYkRMLg6q&_gyZmKx8Y#YDx%a8o6*}Wvvm@|s}4Y8c-8d{@GeK1tjdT1Mnd87!pOoy
zyUd1rMVL`)DlgK}8=FqdABr+fQb=Eb59JXqLu;*1Q`0xW4vnhXL&&a?oGL_F+>
z^iyu-q;Cne^Qt3dK#Gec*MsaWf^~M;AS0dZgQ=xQF}!u_mRk1g9|5|Ko}NA;DJe;9
z??S9Z4C)yqmvmzZq={ttGS&Wj$SUa8ojbVQKbbU0fP&&?+`+s5FBSC>$Lr?8^{@Xa
zH??q6o_bPxnF$lg(YvMygXfXY%%MM5sjs`T^*<(`TC!KrPtC6~%BpKNqFiHz9Mb_;
zZD@P30pY;GgQF<>#kGE@1R&I8mjwu8_KV&#r%sU_iZ_(z&vWrQTq+PI2M5Q;`tVS<
z{YzpW1n$>$mz9+@kywf*5*-%CDpm;#w|#Ih5iUmzv?G{!KGMNL(dczZ-q`~MRl==&
zsv9)Sb18X{yw`Wi9l35|mZJ_)0b>?PCp
zqn$sD_6awIvuwL|{fG`h+1e%jGzuCHy~U~dUs5u#nwR~x3YXoMY8qtv;|%~I+1k!e
zTessM|53{R&V6Iy-DDa4_wV|y-dtR?kUVm`_GZ_>I1M!S&3`5^9V>|<&F|qO@8t0$
z+duyOcT!E~wXdvZAukBs{)_&#;|drYYs^^|d<)jE$FB@(|Eu`Yf3_@8Ag*pXWDPPioK$)9
z%)ix5Vkg;_fUp0P@2u=>7wyUY<6>ho6FV2zr$41^)noV;6e*P~D
z)s(V|z4yj#Bw=EKz!0BZc8l#l-kE=OxBj<3BYSXf)-9~;P$YtIssam1ucIs*{+-2g
zBxl}dJ<6gNv@h9t$`(N6eSJqLWqyAd8L|KA{{QFM@qh5!-nkUJ@n2H4{8QS4G({gGnm$;b
zqhs%K-yz8Koa)q}Y8LVERX1fDjt+W9d>Ea&&UVf)`DmiLQdQj}QJ>ziM|%w&Mw9{0_`cdZm=~D`8|7z~q#(zz>B)-3J$(O&S4o&`64AM`N9Wmrf?Qd%<
z9z=WoNB{0{sUJXptxNgp_6Q4WY|^~)47l3BMr{5)p^whK%%)hc5uNFl0ep-6_)(l}
zEzHK|;55f^Gd+EMHEbRsU$?AA3Saxj#K+eFcv~aSMs@-Nj>hw3wXer6pLac#^RGL)
z`>5N^z2wc|@jW@C$?`6dQg#Uyc%mX-!a
z>uTL7IyWH$&eBp{w{Ty!uhV`T4np10-hS45O_9N9CO90*sTerheKRY;pzQwi##H;^
zOQeZ;-ybbxIBfP5wkBIaOCmfxBWQr+Cs}(J%IeXj%0UfqF_6p^#SkBE6hR77tP*hL
zc_Z1R2BkR`$S=D$A!h_z+4pdAaz!`vty}g2MrBbcKrAeoGSdX{|(D^VTX}&
z5T+}tb$dBD1lijybDHr-|J*!wrg+!&`quTDrk8dOtH@JdxJilKU~FLUpsHKQ(9y`q
z$a=2+=M^E2J$v|Ljps+u;<=yTX&)aSgd@wJ-&wnQ4NKn}@D4hvrP2)p<5MrD7RDs*
zv|G(>oW!B6yEdQK)a2>@V&uMX2NZRwbao$tH9@FMOmy^lSgO`jM+S3uia|;!SJ4nX
zu!4Sg0hWAP`dC()k_x>Yl(CZ#O;D>MunNZu-{{4
z;{0bsSmZQw@bLH*w9p+zHEdY<3kfp6)e}V3y_18^ARiLR0YJNNC<;$OCTKX
z`SardgJi$@$B!Q&I9%W?S-_sRb`;)`BfHn}90pD?OMXVxJcqPk*I9c3MjD7TVmOX>
z7^J{%>>;RuXrQ2>5r1{b3M0rB4ErzK@a`4ZUBPTPiW=?&aUzM9bo#V=
zP58nr{IY(L;u`R{GblZztfg9YO5ZGMy)?A}+nuxvDKK2654Sj_d`710F2_RUP1?4Y
zYeU}L>=bdD36VmL>=m6G7A5;yf?Q`OK7Rh}hm=o3f}){eG|3BLlcxc)+u4}UeBhuO
zPQTtN7A&k~O36Cy#|Efb**^k}M=B-ucB{2a`az4Av3J_HxjHs6KSp%Am6jNG3|qJA
z%Cpa3s+%);7tnlU&0P)z4Y3!!0@>>kl%_!C1x9tW_@TDVqF;R`?i5Yyic|f{E9c*N
zwD=S)*WH^%Iz&VNpI(qNn@hGJEY{43c!EbjeT
zcwC*-JS+i4zk0L(xm{x&uOW^+1hlgwgK)ztVb+g6X_-C^8(nS>T_wV_TyaUx_L#$)
zHf>l~(UPsUIST6PTwcYxHthSh2;+>vrlCNYj|>tskSDuq2T^Xkts%nnU`KUEjL`g*
zQPiHVP+Wse5$tQJ&I%qHuOVXxdF14HXL~zQ-4uNn7OS?zQsw<5D?|1ODJUqYzPxxF
zE8YhE@#MI_uW$4jFJ^kh1s<*~x`yT6Gq~g3jV-gbykQI?PMHv3H#X0~3Oe*;=O2iU
z1KQLmD1pkHOw1j+^D-r66wv`K8jlm+@>uGe37N;Sc`+qZeBn$TSqkqYBefrk2a4=A
zE&KfWQq3R0Ouui1-|e2>UT%SfxY73Dwc3xnKwN7e4<;g*ekf!Z!c#8--*QM6NRnsB
z;48FEo9fwZ$c2~Z#V}~SM2qH3%$3E~6G3bv^$7~%F4{-VrLt0%Z0REspi#Uq9HY&Ghrzh&*X{z27ea&IjBff5&Z^NHm
z_gH^n5yhmecl0CvptoqOl05CE_wvn~lg^z-S}N@FhnXg3Tp+kg&0!5&|Nf~XMl25-
z$YC)_N#~FTp;v0m|2rIXquEKfDmp(|^F#Ba4#~7#LaTl+i4j#dx8Dn+xM4@7&U4%y
zU~@(PB^yv@&%u3mr`?u-Jcb&1j!n{j{TR7u!`hh(oKc~A(-sx8@UF;|0hlicKHzJ{e1^C9b{;%t;Ra5o&`}I-^(+T2BI=hEX)>${tJ7;&v
zV-$#jJqO+MaF_GEdx_o?mV&1R;o{Lrw($gcbOLs?k*NW7cF*qJk@d6230bGfGh0s8{3)7p*J_qo
z?=sK*N{;T(~IydeLn5TR%cA-Zk9bO!_IU5sd1f^SnXtHpA*~G|W6fmQo$0lTp
zW3%H`m(f@)6?MHSb`Fk8n>vl%iFL*{^VQLfzkSrfrrD-0Ix6aYkF55AU6;L{%}plG
zReG~Y@Y?jq!$UsnZCxdGSj-zLMw-)vCE`VuAJ;ef7Pp;0cI;}6-u!rc_i60+YwTAP
z6T7`?_3C(@6}!;olc5pxAT?A+P6bbX;AEshYDfzO7%;`XrsK~D(Jb;?h8=7+uv*ke
zZ%)U2pj&m5E1qTl{)fxRAer2vlq`OweU8LfY;4lj6!9C17NNNZNo`+S?$@s--=b`8
z$do|m?@q%kehZyP`yi?eS;1PfL;fV@kA9#g^bUhO+o(^WT;Tp!v%hRy2cNYSC;kj-
zl>)HMoN+PXq_SiD+oWppz>KWWTXv}rk$7Y4%94oPK
zRbBhgAEMw;5kFvIkh%(?>$HzgamTZO3`rM72Q^QtCC++Lx0!Iwexfx^y*Sm@mX$T46@^k73P2Nzd0
zye*r7tWM-?e}%Q>Pc;v!o@2rhDLKPaGch#soTf(u)m0J>1zDvfnAI`#IFH7BRWT(?
zKWH^39N7{B?}|X=R5-}=UOF3(lXq*q^X-tWW3J_1RTH|rWPm!N*^SB#yB@>Xy(7X)jDQ3WaI;!P~{>q^0lUK?Y_v3$2&JvUgXh4x(T&I?~%b?S^u)mDlBiCnXpj7*~AM#RK$
zfHaYRMl^MzhX)?izfX4CLeuTWgOkkpsB${|)QGa%y{X{$O=S3D@oC0=Uy>dA)9QGg
zep`rDVnZ=6wuFmSVh*LjSd{BoDC!1xm&UHXWry92m7ocdd1o{=gJ~G~L(w5g%ru@k
z1CfS!^(gs0rI)>L7tVX4sq<6?GQLveNXdX0xp3fvW6f9{!mDn{&~Jz8&QZeyCa^ETA9|Z>{0X#=s=u_nwlEuV7IA^l$7UyxeT+{8K8`Q
z2PyK&M>}g}i*Nlw;qvP)T%~X>Psr}!0M5veDh?Dl<^XGP@zp}H#u*n^Yti|Wb!$e$
zD@4R6Zrkin4@LiHO-)Vo9xJiKSVAy8aACTU*Vyd1zJj(E`J05mKn8I3lNklrH{uur!d^2fSn`+?>Q%pRW
ziDvHRxoq*Go5xusjL%9+`c!qNrY^^u5j;FEs}=ru8Z8|j5w2=G7kbUF8IN9s7Y;d_Lsn5y(OO|)JR2U(
zYaYI3ohd{fz#0FVmpGEL7ew2qcdP^8(Vy4Rc~;X=cyguU0$8U|o~{xGy2GGoZeN@9
z_T&(7blf{C3O(#ca(c#?e`@LG=Yjlc!r%LTuPlFcVr4RA`@01d@QW%q(X*HnmKOzm
zzDpVo+q*W-9iB0rYr%%~G(B-CNd;+DY3sT7xepm0AAVU{XS{|tCL!iCz3?k2YS?Hr
z{}BkARY>eD2z!@$8oo!yM6L{DNL15#9tT&vn0;m?E<
zS!Co@3-v>hYyyYKDEE+N1DY>-erh&jz@Aq<V9|$yUiWT2JdW
z^Hkx#N38vEP0`PM$HDNqI3ec&$=wLx0+;<=6XdQAe@b=jXH4XCCRSY}KkM_RVWz6w~~gwo=@v{*|h;`8ZV-
z@*(V;oDwKvW*Loty8PvLfB2R0R8LG-!2hI~y!l_Q>c8-a+rJc+{w@stKTxv0<9H~)
zVi(%ff*=XvMkd0ogY!*FNhG9@4>oE^M^=&7c8$zW3~kPTy(%e5*fNCUnXvsAU~TGXG4e4o(V!@DE2~&etZgiN
zQ`lVxb-HF(y%0_tg^<_=r#v^&(8;3F^sbetTl(`4u%f70MhN-_`ZfG$OU&z1)o`px
z^A6jR___RH;kucD0v9_)zNH(5Vu$f~ys5KE+4GkH=U=|-Dp8yoqvt1XmEmZi;CWr$
z7lGHLh7^J(UiQo`FIb#*^`Hoz|C9<%3NQWg5qsiCDogf8?~gx^jihiWHWcq}X#27g
z%m1vmOKQ)VikZ%>ot!Q2&Hs7zJ7Le7fh)Op*4neX3cS~Q`}h=QSikYo-WQd9E~s)U
zf>W3?ue6hTc06QEwl`Lxe@u1R^-tHAQQT^-G%TZpURRm>6zYt<$u4dpS!G
zzt7OQ85WcW1(&g3E3=REBxR+jIPWc|EBBl+lUI7tyCpHd_@g6c$o+XI>L^d97+)E)pdLIlo!ax>La*zIl2g^owRe-gXC5@XJ7%)t
zgNP}MO3oxR=OC8GksUB~h!BVkN+f6rDW)6RRxNoj60%P!8VqhUF)=aXW$}*E)a=xV
zx|vi7gs%)247jpy(k}98j6u|`*}SlqCu>@J4%Mw)b_U_X2~qyOy_x1{g<
z4Wxu~vyjg*GOD!i42lFd>V9hVnOG_|!09CHu7G@D91rc$6?FZkRyvK2jn+zb8Zi=$
z@ym~lrjyoSVYF2Fw=9pp1b`B>Ks>W-oPMr=svKfHm>OD>ESi5<-+F2(-7e05F*Btc^bYaqYhxZdInUscFQah
zQ#8es&`QUR3=GPp4mXE64rHCdV}kle*Uuk|qIwF)!XwPWkbWRf6CxTdYg%^PG62p!Bc09kXfwIRg6<68Bw6uF6~
zM-DU67~?nOUZvSBU=z13U046kN)D`fQPW2D+ar4+6)Yr>UD|Eklip}XBEZPs=PQ>*wnY9!v|(JK!eEji9sk_F0xzRx%CD_36+(>C1ZY;ELC+KMh;{nT+IIU4-xEHw)pC!^r@NIE;M2Cl|v4MGf`vQrTh=ZlWo!3*U}g9j0Cb3T>-rA-o1NW
zV<5t3yx}{A+U99pq~ZFJH-Ak5EC;sHTWP-)bpS0n++=Yb-32Knx@LL^e{hD#Ly*9<
zOzNiov%3BL4IX3DK0NXK#L~NW?3j@|akJ;DTk$+)wzR4Tj
z{y!PhFw(@>=8wMseZ)BjAr&@GmX={V?L*ko!FCQUH{)Ag2An#HPoAv-kgBti1_X&hNMO
zeP_y$h|pw8hBD7dDV2mMGGtbfA}W$54TdHaWge4+6iG6sK`M%rkPL;CB2uQ%@P018
z{~q7{ywCBx$8#Ke?_=-(R^9jadtGat>s;qL*Z+rD!P|ZCg_RQ%$9nv>*B3BA(z6B7
zRx>22#dgqZ_@`dm|8o6R
z{_9D(_{x&E!T(1^+yB(t1V#4|wcvjvG{tY%+`{oO!4}|Of|36heW`nE{@>A){KK>=;B@EF7ls_T@uPB0aij9%6@N*5im}jX|5AbeUy_IX-vZVD6kvSz
z|M4vUPjVD4X<>b%*OQ{6#V*bCcqSa1mHT=4G*WJ)S>@$Cw~CC_->Ur|P7nX_q}u#$
z+n5D5@s&-rJwl2?db~oIaM@t7c%~A^)08lWKlQd>Fw;C_)z8h**Ty)1G0WY01ZHvQ
zi>qf-YQO0xFDYNMCO#(o)b*N&^JbdQ{8kfwN~`L@d57aq$DUvR&n3)j1EI0!@z`lq
zI)y{8Z~n^@{4V_5`1m++{DbnxeJ^zu<~<(WAvFAln)=ATwQx!rY~2XH{(}+;{xRj|p*Y
zn*W%3#C(5p&c);W*2#Wye-oG%<`iiw|EVvFzW%Ged_^fiP)OWI>sb76eBGG*mL0An
zG?jf{)O^o1(W^S6eWt?rf!+Dzn-^Zqb>_e4eu{ru-y{3u>XzQ8b2koma4}gN{}+k#NAGlM
zG34^S;a;^J#GnD4zUMbK#a_7fw*8i`M@r}70=h`&eR;_6kG*d;7gTr{&MzIk@@(vl
zHE&MuSafPiLF1Xke_>k$V!CZF<`3wx)OmJd>S`Ms4V}ivgFi-pn?AcD?f$sZD4hkR
z*5x{Xzvx>iuIJTYvd46Z(3A?C)l0|yXkGo@%ksJN|I@#V?VRN+NN&asMB9fUErthA
zh)Gjdd*~?!aL*?vYhPb7Okeu+g6Es-yQO~cd_
z{R%!f(c6dc4#y^35=Xy7Njeyxa1JC_ezWwLZRnag{
zs_F30IkTlLIPelWNN{k?sV6P_>0A*sclU=IHC5=LG@aU*H(@I6rNg@3DXcVz<^Rn7
zcKDy4RnUJHxc9(;!Q;pOJoPDT9S*4uwaH*?v~{I%1KIWUXa$OJn1vP?M1CHKfg8;j^*vS!Ur|_dG*ZT0ZSu0_$|r5Q1thJ
zJFovsuG}oX@}CH90d4f|NiPz)?IHb-~4J58SIkaEvLOK`~Qb7
zKP^N4BeK5azWky5WBi`pu+OekT4L5~S~%E}SSAB|lDI>ETe688vKvv%`<8
z|4XiPfyoX19x~Veo$Jc^E3t_E4`lrP5kTGLRspgswW6@||6c|BKuKxBFD+}Syex*s+TD$7?~{@(uiiIWjaidr2
za=aw|&cl7Hv_w%X^_K$VjoOF&&rs|{%h57I=MUIHF^G;n~RPzUntV-E+nbAMfPY6#(3O~iI3m)d8eoKa73|iMWUrD1e!F7-OED8
z3$w4rpWe+^PgSJ8`FK`!UEgUauZ3&&+<^J~3tw|+}|d#Z4UZ2Wdc
zcOJ?Rif|$6_=x;BiX#+dna5D$Nv2yqgiidNkFb-qQ=@LxzuhUayfD}z2Nk?s@Mw}S
zG8fIw4<)y5f-$s(D3l@I{m$BHK@C5lzn;)(|C=^(wALVBJa+2kCkPrbeu(@xe9`f)
zC!vUabd?d)^@&7l=O4%jQG-;pV>FG&5xbSc3x@h{Z9HTaa$Og?k_(ypsuDk
zKmP;+r$VJFUL+`|^OoUb#*OuafFP-4P|Mi|479W&J$2N2a+8kQx=+HwQ8_jEHR5mh!>NXY&@9$o94W^zmfU!*r~ps<4!Mj9mBr
zuus8B-REq2_vOKwu$oSYB{*fRe3x%+XC>+I`0?YrZyZsw>)aTsBKr|LgIM7KAOHf3
zy<&t>fS4dqWmlN`4-~fX&@X;8EXI5fJf*W=2C@@S4>GVAyV8l`9!o!Ks{y>
zn{tOzXSU%Bot)>UMbxL5pb37s;?J(8(z8AIci^yJnEGrNzo_cD#
zn&HS0@U-VI-?K?2y~7&$ej=9e&tgTgM=p8+C6V=SCH+XV%MViPI~P96I7~8ysNBR*
z>YC3luOA*^sUJ5z>AbON$Es%@C!@VL^45^M3lDoH>_z`mgaRC5?p%8w+ON*Q@ST5-
z`S;VDMsxHF;S5gJyoY}KfZF3a&Kc2S653$Pm4oVaUhAsXHW^|7RDd?;JQM9gpD0?;
zI2c)3*!`JU`*BR2m+dE=*@%o7=B^Z$!&1e=4ZuuBO_N!nRb*lxnKbXx)!;;llL_C9#qr
z{1nP~#;`sJUH#aiB~d($!3+c77B^4$Rj?<^7Cp!B=S3+twS%=b@}a+f|9%60^1Fz7
z5W?_me}%F~98#_qA3YToe?aW15XvL5=|X%$;S*St@*_#M@z?XmkL4SO1bfc(tW6p-
zcB~yD+ML{6^Y!c3C%#W+>Q?AqQM2d6p*dvE*!@`B_0QYY9&01Mi{F8_pIDKw)Z$3&$zBLcL?}jUi%r>pjXMWXyNJ3#geEbSfOLxy
zS5;mulMhvAbQ@#DV8X_SItwUvgjNKjHnH3yx2*PV`G$Mt8`QBZ`Mu5H-4Sc9Jy07G
zbY1g<)MyuDq(@I1Q=9*!3aO58PY^DQfb*ft2G*SrUSqF3zdjH)EgLp$_(tH1y>Q_|
zrsMrtx8Gb;k@Zhu`2Y_)vUth-flX%evi{<35}t)qEOll0DO>?QR-K7J&#Z-6f%udW
z4euxbb9YW_95~7L_y_4{3|*k~6n2o05o<-g7sC^*%_u~{Xg!Cyah1^SJ$h><9P5D_
zuy`@ZYo9Dg{moyQSH%zf#*ySzWbcL-8G)Tb242Ysl$x>91FjeqY*cF7wmbCQu@rEA
zsPnTDnbIRv&U{Kisb^&wVfKJ0+Uy4x3W}3{cKU5!DGSL2&b-ew##aeEgojEVOw
zAN&ET`RJ_G!Gk9aBV^!{bIa!8@$5a0
z(Xe!3A%&l~mO5X6EYYz->y6Mfr978Buzeo~}f^1f{05hp&K@b96j4XSiZH9j%~^vpViN5YM(p~3UX
z)2AOgdDm|f3mt`yS5W@_r-{*gG_X-c!PdiOn=oO~8h=Mk`^QB^%Giu$q1o&F>hsrM!Hief9x-fMtKe6Qys@xe
zgq1iv%lJVB#NAGr-4+%v=jX=C6u}+W}BOL)j1s(ci&M{C5xuO$>v^RT3p)T-i?)0jg~HbW%uOC
z?Clwr{S;)B(pP-hTa!tcR{|Af2@#+*{x@0NrjE#9>*;lj6uS+>fS8`xSB)3*UYyNmVeRKKf`E{yw)m@GdCKcpk4mn5ZY(<{P{L2+OGMoEL91a
zG3@%CYwyBm1TzGofU9n3udCpqet?krd!}Ai_N*|h=hlQ!IX*ml;X-KUj9rjXxPIti1~up>v-njF}q8_%fspqU&vG*m@m1iCt(OA9O2v;OP@rrNN#f3~U6_l|}#^KbN
zGs>b5ID7f>((12qQKIe*fjm(XI`mo3ui|bJMRF^?g6TxQI1it1)=bJ6aX2+1rM}St
z+omiMr)~9%s}JMqUOb3-j$nP+2*kiq4=v9JY7f^Y=VfK~Sgz7&Kg-l~eDX4fMC-Wj
zvi_+!N*HoMvVf5xrH!9AXE6*N?6BqIVsP-*u%k!qm$+9&XECI5GJ6vGL?ggRFbT`B
z28^;cxVLVJf|#>#|8zbkrfP<6DTfRqAehyJ1+J{_38ZGnqE^D&7u%--#A|WZyYs)iG|9{
z42(hJVyWOad(omb;*&K;-1;fIvu@4r?Dr*0EzZqw=rAKbD8NU4wp_Qt#)g5<61vyZ9Gx!1@xr_^sH=Dz=#o$@oR+mL(1YyPN}W7xwZFE+=X{U97xAdfk1-#(cmMvT2mStRtdDiB
zEQ;?9(DUQzOjhgihQjn&vfF62F6}f!F@@?zhdAi=ZGFj#+c>-&`ttRwwf{+^;Q9mh
zydkK^={Bo<*&2W8QWrL(WHC~J)uS)_)K1Xo95ig0&AJ}Lmb48m8-cUkQB9{7c=l`y
z3~Z;OqH<7<;k*u5y0Q&qZS58WQwt3O_yo~
zn79_qR95SjM-7OX_v?T6ugKQ$C^sw>jte{Z8Yu;--HUsftXl*ry7|PJGey;D-mMqdS3&1
zmK#xq_?D2pGD0fnR+f_rkJobDx)3~ExWG81%DvW<#m`=GqJ=~8rPeChZ>XHAe}b*H
z8LL@&e2&O6KWv3fNkCwrTiGNBJhYu;hHe1}W;Io~Eig0deDvti5lm0HdU%LHR{1QU
zpJr$Vo&X2s)-uRHV)W>>wP}AM49&0KQ~t4h><~#B@=eEz`-&<$?t4Q5-!D$C#ezy2
zbpPziI%OoYvUs^2JaVLr%^~c_f~d+bEX?3yH5X-P{?yUZQo3>DhB0Ppipr%GGuv!x
zQY4OEbNQr1pbQWmJ6|?PEUvEa$-6&rpa%{cPB?m!z$9d7tGxD-Ywq7Q_<(@k;)zY_
zZGuj}{=Wb8*M~p9@}3x?N!!tZt~+bP+@q2)W*+FgX;T7Lk&*|;jI>{|2UvRJ#*Mgp
zUe0uBZr89-OWUhKK_b4s=7b4vaA>@nlXDxHaRR%IpYHb_CwctzsTKR9aF9S@sN>On
z(V|87?S4fp>Fuy#Os(Hedib8K!+dtxuB)={iO18}Gn3||!a3Or0xLuGY>{Zw(SF^!
zzI*ODHvZlu(Q|Pb$N4{)(B7=B-+~1TWR%7P+^UJ+TKeAGZ$FHkfrW(vmB_XeC;DKs
z*B-S5P8Df5pBgHKHySr;q8{q*Z{kp%m_NEW=JkQirT?}AH0!&HQvN$bra=3G?PdI;`9zEyIojVPU
zEt|X*YC2lf)Gpr@6x3dAzyK?3ha^7CatYJHq@X)DU7OtI&Yyoyp`T>cm~PolW(yYh
z-@2v4cAkrj5gpwckX`@#w-qXBHWGEhwl>{K1!+az@jVd{yI2fBZVB7+gALI7L%Nr-
ztj%&uW9gk2s%sB#?GeCYp6y9VW2sJ8tX;bkp?2ESr``E_ckkbCbz+G$h98xH(45iC
zvPcu6a5K+tHa@FLY^ID&YPC2l5?+Q#zLe(6Le1@2dK%WXm@I-s(ht
zLc!0^kAFB|z<_$vJd;`_@Jy7&-N7XvT@#!4-HHpsSY+44wj-lvKaQ{ppqn`QiHR9VDvIBu{9&zaH>R>%>#0W(
z|N3^{DKZSf-Wq@AdZrN=V{W>-tDA%dMF(Z&BSpRPmq{NVKp4>HzfZ)(NDcUY<=?ab
z?aa;1D?fhBc=f6$8Ew@%{!b3ukfB3szq~Q{!N|r0h?|aU*RGZ140_Ab1V8dZ@~Tx~mFrm6ennKRq8?aqUlHUD>+XN1@XW;-YxRYNUyYiN&c`;Ns#xQqf0m
zZ76U5wydmxt%LWEPS~SUwyEaWc!yrw_4~pXG|i1zeA_!n7OP>2Pe4H1`uh46Ok9o_
zH_nge!7t)wWIB)Y>Pa-|@%#60&5ac@688D^Xw#<6{e@q>qgy72>{`8gwKYehp2;Yu
zpP!dX(!dCBDl6}Z3F{^7?Z
zd-GcO>iIBj+SFeud0j-&)2GOox{7>`Jxc&S=#t@8It+DGR#m0nxzmaQE}H_?>GR78
z&ehN4TKG!DE3T;`l@nu%pPxT>PJhLUKBK2M?OFAXz=}7eFCO|5?~<4o&z=PkrEl|F
zRKwbGSigwv&B++9Zc9iQiSXwlD0SavmL=#*{E**O;#joyPUQ40$mx97(<4J2un(7gmqZ^1PeI`xnMgK4jvDHF_QSqHqH57o6
zmMd3ozkAo15TV#?UTL;)VLQF5kiy50w;QY7M)C7(BZxw-TesF+DlVh6PhDqA;sq{h
zPeXrt1}lwi&#chgK!xA2w)ZS*SEm;a>({U4{{8zMH*C0#O3ktM?G&aSBw!0!S=s6l
z^!@rfs$^fV{&Jb$Yrw&{3W@K!p&Q1vMO
zQ9EWe%ilk)qkQGcl_5c=qMHb5CYfDxqfVc06X99cjs{XbIWiH=1CnEFubwy|VKg@b
z=gNyT1S}RU(r2p0?Gq+MA#gL69A8bhIyEX)>8@S7cC(&FolAJ!dGc*YcTm<=5=;tK
z$xmINs(>jO%#uq<*zfJQY16#xy?&aueAxT6$)Oh950_76^Ol({TNX;bW}VQ1dtI9T
z;KP79q)L~-R#;|b^STPKTcg(O_8Uu!wtO?vzQz_d0c^i{b0YArrQW^7)kL77Lx?wC6B=sjdCBxZ}e1JKi3XHR1RS($KKV`U;0Y5w~-x;=DofXV0Cx&2suaM64b?
z{K>W)?0kozzb`QCeJ4&ll0*|D8&fHMo-0lsl}w#FmE{OcNj2{}`ZPRg*4^pdq9+7T
zFh<2KA+khwsc+}DefHcN!Kly5)vL=8#^J=Z)mUxLNU;&U%cw&pQx5m8G@yHu6^A2@?)Q
ze|o*?D_9$!D}lywmaqQRu!QT^8iqw<_IaEDIa5#yyTnpxEIpV7EXh`e#rTA;<|3Y8;ro3(cPv*eEG$+~
zuuArREC#Izf>-gYZo7u(Omf0(gO;-bhpd#Ulcs;
zx%5;V0XuhQ02W?XSIcbKvITJNqqA+i$(MpzL*LBvorrx%fZ<7-tb=s)4Gj(TOigP{
z{XaDoR^~tc6B`rLjvwjv<~d0K^7`B$JFIYt-1@vKP@koPL#G4_nb0zFc0169O|^TE
z_L-yb2!
zy?xi&TB=OY`vPw-ht#69SUFWw=hwn77@ihQ2LF4W9XfQV|MO>bc3a)1-rfyh8@)_hsX;|uN?mXgL1u4%
zEG5^|X7%cRKz>pv#bFvy2%1PnSy|bW-F%Xg2fo>V&Oh?o|o0r0)d_#@oOL4(p21kBjVPT`)>hzm;
z4=w2U12GTpbG5n_iGoEm9YY1fAngf~u4O5b5vtPQKmX_8*
zV8@>FhNBM;j%-N{uOYXYMGt<*kM|OlI~pu%z^zqI4m%HX<`+y;9A)=NO#oW7_pn#e
zzYxB=MaqwhX?^u8?~
zCDJ5b0jfIno+RKFpK|$&Qt$T5l3jf{gBcGWc1p|L1aG*DzOnv-1wDvVB9eLy^W|Rst-96&Df)yNTWr@zm0e$&(h+jt{^7B)hc>G7dN8Y$zIieQ
zyV`w|QvAEHG^!rPt9gWGD1oOJ6Nr6TENaGYxLaI&C?EjlXxgv?g9
z+O>Egu`WUX_tu~F3O^DF+8>Pz<;
zbtstnG3N5+xzTsVWjnol{aWw&^XGAkBDlSW4j#-WBcDBeTC9kg3K`v>FU$_C!K8p-
zVEghJEgMV~U17I&8>-Gu3{nLijKK*5jggwFRrwBTBH?sR8^zGY#U<|C>yLPrRPvG3
zx&)pDw#6NuX>HvPM~84pKF_GF#BS}{J^W$3rsfzJv{aXGKR;<2R7F4lD96aqa8Ar#
z`he>F`fZ~%T?No{X0t2KU;R~8`CvFRcYAfs$soFUsBiOU{=W$BCij~fs&>dEtKw=x
zLfE?v6XfJ54#P|aL~#_u8BB=kEf+>Wlv5uZ-&wA8t5#+d_Q*=)3Ub%zFqCC@D$eoS
zX|KkmW`pF_4&*L=xp`q+J=UmicF@1^AAqX0&IUT!oszVO$+_w?z0I7b7K>WOx8
zas?oVX$A({*g9ZnV`Fpb!i8BpUNO>wa^MV8C!NDKcoFDu;JUbQ>{PGeFe07h!Z>fm
zFJ73tx@tb42&BVfLi6_|DuhRb?Pl37jm>RL7pHW280!(#?1cp@NjCkQ+0&w;u5zq}
zR@8C*;)AhGV1Tiy=`K7(CU5@yGLp^f`Gh-+7Y~x{-oDj`
z`CJjfdY`TZxjGp&=Ag(&MMbN(kljv2M^B;2+dsj=1k0|IRCny!>2q@Yf)}1$o2s8z
z*xiXQy6W3|7by$baAGZ?(Y^L<>yC<}wqIDDItvZNDcXIT$n
zEoIH+fLP~q{0Y!!6tACrt-!m#bmhtbz%H#XruLQQtM3c2=$}Me;*wWYWu+N~gx#G0
zIU!mlyq~0K%2HmW3L)$dnigqhwsNJKocjCo6p~oWn?S=lllOk~TD*8MAIN%b
z(1HFO>AACKPbNCH@_~diAOoHP%3n%I=!;)oU2Sb&zTA%&`)%|0nvOlM*>Gj-3LLVi
zU+p`>r-bL0!`Mt=$V04SpuaeLX{y&T4Aq4p_6eR6hljcq2Z}K91`TsI^*xXqL!@TW
zj}gPl_$V41PFGxJW|meFb|x}3R5lP0Wz8CHRRELfoSY#%JLaKW%MR90=%cFT@nZ;`
z`$sefW=(XdJ^@8GYUIeiwC!$SW|vqBfG*%-+QIw^YpO?_+n6g?_7}v^=Slfhp&Wj1
zU~wqo=j*O>il|>0Wm}T#*ZIoAWEvfZj~SmPMM|;
z;VoBk&FKG(UUbc|@4c0y<{wHtdp3aPGmE?Y@jw4|X7JvWS)2Q*iueOdgBed}xmzy>
za>gI$=j&mH)yfBKCKe2xLNp4eeVHkKUQ{Fy0=prj8LCec9M0?BBcL7;xa!9QESo&o6n^B`2xh3f!Cg;N{Ds
z%o*LuiiwS#L1iXVZx}ZOKo*3~WCjbngkVX8WuEFD)J$w&Ff%l4#U8~Sz!U`?ek1G)
z@qouHr~bW~>9RR^AQX<|Ti8OkuuaI2G#>0w_w84r>+f&sI&>fk%9j#l56U)P_^lGQ
zAv7*7?%?_d@rQ6jcm$zo$8LDBFGb6%K@)T2N9;HdoqfYod)ML&F$PI7{koGPO~l8a
z5r5CvxGg>3z^b9MX3bLT+!lwz8LO5M!_>lzD~l6X#{~@x+t5U^zWeA=IDmTwQSKXI
zW^=D1@2(}v7fZ@gWwpOvy?C(?r*gWf=^1WGKA%H<;6Q&Cj~J_U8ELSCugCYyr-@L>
zxx2jnl@>cU+KO?(Z)Ll5#g>x*;~0A|#3N|3ds$h2eE&+!L&SoYQIWR?ufgAHrMcGkm9}zm?3?5%tI+1HB*L6g))LHc}
zx~qJDwTxLZ>q7aSxTp35h>CvMp9ou~xuO2B8mQolkaV`p}
zX)HV#tsoDZ%$%t{dh{M(`d!ip{G$5Ekzt&A{`IKnVZ(>-VnOS{F6GtLCKVMGW1QX^
zjv6=aG>waV(3l-;Pw>-t^YzPHr}p~Q{53~jw-Zt_#Rz=mr+_*49yv0D2xot5+}L;1
z)ViSbQG@3QpB`-=BAz_%J(cWf>7yDg6&n{lad%<-+BHO7Ci;fb$0wKF-xa3(Pcl+#p2Kmn!p4u0(^Gq}x5TdjZhrc#nIDbBxGJv2oKx}(G6%}O=8XD>y
zIKX>6IEv%|20aN-nlpE<{0@KrLU^#V#ORQ|JRh-5qgz>@u<%JUf9=}8zdNoeVZ21H
zZh{Lm1sg%85pM6Fona_49|7yW#dJgV33#Zg-tcPFB2>ge34D8ZudB<&iYj{t2U9qe
z6C^J-1-2=hRue=X$%i!(S)P}lepIUFobA^!Yu3nnb*-B6lbakM~Y|N2tp&V$c813q)?z^iKerZ1o9!eK(Q
zHYI)FoL(wrZ{G^Y=nT&*!W?Z*Gdf1JF7eKiih700atZ>IZxG_OzGv3I_ahw^l7u#uOBvX?lo>9AVl%}FE6bL6T&$2a2Mu|jw2XGJx&|k
zi0Um$d??vo+QtkUs2(ygqHsB7Ht29|)Pjzih{EjLD=1QGbd~g>yTTdV8xdj3XEHQ&
zrmDgPN36p8KnVc;+)dhGk^A2J4<1xeQukN2lD=`;*;cEGS8;K*OJ%+xn@JHFUgSB+r(Xk
znh?UYQL>O3;u3Ni9u*W=YF8rDiUM}$LqywwHUyG{LVcXHcEO|keAj-*+`fb!1ELl9
zNVOEJPvm>{oXLfc3rR_t#D~H^ch|vQcWWk4&5|8gUcPwwvYP5i(0v!Vk%wyDzn^OO
z`2LC4fItL$ER2|CIK6B;H82@`v_YHrt5lBR420|%tNjTLt}&QgARd-r2;luR6}S=>
z64DWSeV>43A3D3cyT7Zhj(aQNjtwBDY#};`+fH$Vk6+&JoYVzGKw=B1V`R(y(b4^<
zMbEJ@Chu3Puu{UH{f@2oR3#$235-EZ&8JYErm-&^mO1BTs-RrP(4GW&&9>9^!UueOmV)L!Isd96Nwn8TS(V=CgAQe
zgqeoAdgR-;R^7Zh`g|J8vVd-GkYJO!a?WrEHjQM66>AgDoeL6|TU=Bml7%E8JMj11
zg$wVgw5zdt-Q;lFV@+~)YA?@LGiMxszP}HK6krqx?kU`6XV$ZcnvIWQPQ!KKqDA4n
zp03)4ImUaTntA`-GVk0mBaNX%2!&)dDT-fy22LR?2`CxOAKOETuBfbRPPnh)z;de&
z`t(!X;Ou;gWelVHC&Xk&#=OlNeGk(k5&DRL3F8PDCxOj~<+QMNI)H*?mZ&D6j`l1W
zwqQbj!tZnped7;L&ntsEyU5L^J<6=oG3Yjr8{W;6x(?WI
z{b(;;FB5v54okfoR9OGar&--A76EPdCo8S2^!e;_=giRuYRGr*ZbZFy8rrk~*4Yk=
zF#(*O-|`qw$#(HKI^)G7FIRvy+o1macZgC2QacKs=%6U_Xb&@>J&o%*
z^hXQ{2lbID!WuPpDB^KGXTsyJvo##*UV7U!rams2f+B>K);>A5EG8
zH^by!d8ZmtmSTVeg6ywa{u_;=RnACL=|Dq$kc_>zD1+fEgFkVyyVF*!p
z7jx##>m~pO;iVF?Jet<=Y)CYacL9nczQdKbE|b()1(a
z9mJL$GcT`6udZ+Orve((x36!~_n$up?$A${xA6*@ps7i}%PQwO6L1uuT_yWQvZg!;
z^~s>|;}1+x?xL=92s8n}Gr!{1Q$+=6@`%8u4qwmXee(EmK3G6NJ9a5PvLAvWWF#1}
zi(JC3Z^KI7pnbv1wB@>2H};9g3%N05RA9it`|e$PP4YCxvrF6$WcL$`pFK-9SKIIF
zD@C>VG4DL^>NM3b@uvcfuMe9LYAvng6$fl0#GK`_eSc9{xW}vU
z`vRNoPxABoTwgMaN?v4F?)iORG?H0#Q&+iMVZeN`H9F-09@XYQ4O#sVuG94;G2x^I>Kn{v<3Qz)dbJ
z{3pR~H%$xUH*em^D=W{S2w>%rDW}vy#S~xQ_5zMg+cRJ`Efs-s1W^E9`}Q`o1E$J0
z+JXUfhFQi8Q1(-4YQ(IFNizk50N2eUUTxI9M~@x^6;V0TY>whL6;PiOS_}Ui%#>jpXsC
zsKB@PRTv(DPQ*scD;2K&7<1{SsH7Ag7AB{tppXxVYe(D?lM#=eK0QsVIUE(4xK4Db
z0xKU}Y~7lTNdNc(XtnP&DQ6w|Kolu3Y5k<7rGHZ|+al7sAFyi03OzouGp}LXGOwlV
zob}^m-#z(m$dDn%^rjW<+@2K|hZ(9`%9UxOqvEa}o3NN`bC(lKOF7J;Xq*k32c79fHSOur3@bU#knj*b*AoSN5>VOLB@(hXPtUH@o;DY
z(civTz}~eeig!mv_1pQIbbBf?axxfE1TijEwTx=#whG?w9HxBv=*_+#QEx*f4=^=-
zXcKy6JgetBi1&;(PV72l-;GV`IwiN9kNe_tN+4PT(cKs@jRo&CnF9GTcPi_}B7O6g
z-LswSZ$+OzJ%<=W{SXRfCzQZ-h`Y&aasFB{lUdZhoKQfn$$|A6sYj0;gK3yQWm0E#
zha9X_M6pZxRY*;8_VVSuGxl;vnNCX
zV)xujo%h~9Z!8fZFCZjj3SXiY7Cz>kr_^3IZ5~qOnKS+nLhR{m*<<*!?K^g~rnG6kIaXi5q_K@L_#Z(@qq9*GPYub4qB7xVpKG&3*BMBL3v&niBYefecDf?jIgM
zskhmH1>JUL(xBB}zy8AXZr2wSjB#ky+zc$)h8l>*Rd28QzHCYx$++4+!(@ls6sT<-
z92~~&M_raiA=%%#;{6Zcu;b><;?qhbEF3j6T5)uoT
z>d}LZ!082*M3<-*IY$*ynefy8@$ti%OY%k0mU{HtkEI(vesMj}et~C_MrhgV^70)_
zzeZiW*qKR<%EB|907cJwC2#pNj=JF@nFF1R#oW2AXq4?&O9nK}vwu4{w)XYl(J6<6
ze`9RkBHKyhmk|s}pDuwb?Cb&|Kds=1g|4J++ZC+`yN)>@Zf9eYwZZ
zrP2$?Bq+FqNLI1}2qRiI+J{Y@*_4oG+_mEy@h$TBxh4kdHGhP
zgjUkh)|lL*o0+<3(et%?G$>S*X&>={FD51J;H|Sk_*D3P7X%O7ivGp##T!BonXo1d
zNbCW8
zTlb)D=750%=}+$}Z&CJDZ1)iAA9Dvql!t7q!u0G-%!$=BQ
z$lUt*v<-MKuiw3E1@ONgq1zh@W~!H0lX6iXUFOXG3?&qQVZKL7!m9CBplVMP=Ng|R
zuc@zuoCvk}7i3-Z$fKyH9vlbc$WT}QcmclVTxx1*@yuHQUB3MI;b$>K2*2n4X5DE3
z=hhlv$|K6;+g%t{4IKV1JI+;V72S~R2`KgW=vAg`(
zJGak50cdZ3-`R1J+r)^j33jrRd8_k}Mqaoe+kQt2R%r-Lo^)@|wCCO|p&8QKf=ei(
zT6$(?YcNDT9XzSz`{NM<8n>_@ortW%`7EGN%zcTef+}2HZ;Zh
zZ$SPnE(Co^arGJWXaOenrIO|p&3*cdY9;|vK*(#wIh{7`-o%10sonnS)VxDa2j2Kp
zT}=dP{kp%w+ZRYhlFjwAkX|w$(vqm4(Z2A786C{++qc_Dt4Iz~e-WH4S|7t%OmF$}
zh@`SV6o~oJGkOS}0`#s>CkgRwMut@K+$PiG+U-KiEYvOa>^y<43R=#C$S4+>sWchV
z>5tM8rNFn+A2DfCQc2sXphIEadilQHme3Q0l5Mt*3DXZmX
zPVUqB>|F8swt@c#dn5z2P+yLY-frqrN_M?JC^x>5HVabdwj2{7qC|l0PwI{o>9??O
z8?X@6>I2K~Tc$}z`2_zP$-o!U1m92OLq-iG)2##a`j|xyPW3;0!Ixc+N-Eh2rMGe?
zCvzF|pFCNW!%QD7Qnr|T~yQqvYp<3
zOKI7;v$e`M{8H|Ad2{-Ub63WW8>c#9f+9A3w}BtfdFfpW>$bQSCXOfO{WIIJuLdUcdi_lQJ(MjqqXd0+t}7
zpg<0Ya0dz+X$Z~LdtC~zY^Ue8HK56PpGiv4(is9Ekuh2Y8n&RfV{&9%N8*CUv}@8nk0wHe6i_q<)SLKP&H=VF9N#1*vx=g@_(WeIV@1KqU
z3XPS<+G+;n`2Kvy)e*-gZ8<#8qob^>pP{NRfm!%{drbt>(`%yvE%X!Ev+2>!V7o$@
zjr0M^N`2L^KB}rM=zFFeo4ENR3@yrn6+rp8Mzme1gJz6)P-w%UhAmqexE&>&WA(F<
zVpJQ!`cz^W@&g$enP={9^j^>zzxnj3qn_Q6<;kui896|_Mhf5g^5qf~!M=KFT~u1;
zv}~X4#H5->;@{LuXE7LJ^$pLyo&a=cNb9}YnRoBDB{U*X+;-u@Fu0Vt^-p=a=}t$d
zhkw87TUx|h-D)x*gAe#Db(6F62(~0hhL>+Z#yY9FVIv~Gx8#Yl=g(&{nD)%$SNmAc
z{$d&Yxnz`L9f8BQIXgm=DWjspH&c8?+y>IGn(2Wb)dkB
z;Mm(QU#fs4GU$&!b5C`A(?Vd($p=|vkMPE3B}%>3{tviilZSL4t(d2rjUF6h*M(M}$d$DDqVTcYflX$w
zI{<4ZRH-)CW)G5YUZeFTYZqhPHrEo9k_1K;u$^J|{c$NQ!dos@+?}B5l+Pdv1NtuX
zl}S0zR14+`bK9?G0_r4?K&W?)M1ZLT5FtNuk@Dc57sLCN(#ZA*XB
zRR_Y0z$)3>W;z1QtlWl0SVHAOs1{(XU-rWtm|La#T?~Z@-+tq#(Co1!Ptb?9^+}kMRwZKIxR7q2V6bZNo
z>z}r9m5JsMU5IWD&ug@6*Kl*zF|F3HaHsFqZ53|)d~7jFAX$NFyb%2}z}e|_^y^s8
zKfyu7UxpZ{V7l>}MS>*oCg9EZ5X=FfKNX1oK@LbB^pNrSZ@9r!owv={1Ca<2vJ34;+
zIAdnk-I6$77T?3Ep%I|9ofGrTbU~q(XZ?uBPo7LR6mt+3L;TDJ-9a%-v
zr`9FCq-5Eu5}KP}ysYG%RO%vVBjQ0ruw1z~ZSWe;%g>JNm1(+3^G3vQs{{oMvL@3g
zVL0W@>(^<)!{J|%D^CXf3#}|4Sqjy`gT3b${JEnXQ@XPAYwte*Wx$Y_Z`<-k~8yo;`BaKtiz4jzYVP)@oElJr3IQQFlxpxqp|9?ey`7
zO#GOh7&mNE5M*w9Ku9LdR&HMh&Yg`(D-s{?hFQ%{WavyH+T0WeyJc=lDOv~G?>L#6
z^yR}wA^`O7p*atusDYZAno#d@rbmhSDyA>T?DTT)SwH73snn*?*52L_j)Lcyz~Xrq
zz1q4ueUAOX?6A@oa9t>_t!5iSSnMDhi69(20iMqho<(}2muG6@4`qO4nSoEZKV0qT
zmd`(?75<==u!AOk05ZV(vWZjL50-D={gy4C9}q~zsgX>z()pk9g=~iREWXpz9d48S
zFgMo#F-u?h_F;rwm#xj6>YF|lCra}#@4JdoUVc_)O+yOp315`91><1Ao?UZd>P`%3
z2`wF*uAas|)joYB^sK6TQbD%Lc48zrjgz-~|9(FxbtCVlp2>Z^2s;9OaG{<($KJv`
zP$d+!42v;OWs%P%jc5?p#FYen^JsU4;fbX2HdImF<(@dFfKEa=h1y$w%L9ARYPUME
zw=eBcAM|`{7ZV!k=~Ewp+*QYnktg;L(d>2V${HZYEaW@vVpE5x#^`!BX7{$Gqe%st
zm2;|;dkD3aMU#{mNfDlY{A>Av6L5ylYn{n9GwVPbw^b|1*Bip04OOpAWh83tfHtWY^jjl$nTn
z1x6(HGT-9q*)Z|bdD008S`h3Sa_wPX#CQb)YW~(M+64ClpFTd6v0#tjeI+YcmJB$Y
z=d?yj4_E*tlO6nmj+w&v^(sU{DvFCt0(L*|1cmHeQ_>SER4BpG5-~F2Z?o^4>m&;l
z2dX`3vo^+`%s3O_6-2hS#+NIubi;L(fwPXLVZzl}Q8AEo+83&a6qkWd$_Q2{$5|w_
z00uFoww)J`X7-PZkn5Y8dJmLdJZqM$=awyU3JQ0Bw;9wg)M!_)j$E6kKZt6`T{9px
z6^2Sy-RYn0B!(sbG|)KMfiOPii}aw5(@6Q%`}G$sQsSiNle!pKfSK;fGDm*9KW~`1
ziCi0x^XiCF#b^y_fzn-&0@vu}pnLOYGfu*Fi!1hu6yJ_;eEU)&wB5Q;0@X@Og!CLW
z!=ab2->)JC@ObBheMce1c)FTO&z=kC+FDtuQkIXfyxmG|;6On>26r
zOv;I|FLZh~ek#Y+A;CIR%u+gE15VRnaAf*y{IVyu&wJ}tt-EshvLS67p93=QfeGZX
zIL|6hI^QaGL+2KIWjJU1ri9(%*rKsmfbM1XVHo1Qr$p9HgW0J3gZ>rK5a@2)1uPH|E1unF5`ef5sx(zjpn4WL#XZ
zy0>;ufjlV&MWto`5^!LERDk(NA2^minwkm(7<0J_;?~841Ya7jg2GZz5Jk*Mk|n%C
z^$2>-Vzw|?VdPfDe5go}vxxglokfw9iM?WC2SVlc@4Ue|$$G7P_`&qYkN55{Nu6eFjqwLq@~xPQ%kfn7yik94-!_rkez
z?crAKU1rW7cEFnG3F)y7fdLt!p|SDE(jzmuM06C;fPTwse4DNuSJI6bZHT%P9L+(t
zWB`Pnr56*J9)64W5@X4F0EW3TJ!-a6?UO=cT_3qkSiuAe9iZ-$bZzb{@bJfuek^Vw
z73JSKzj7}s)q!+(FT8#5@WF#A^b%f|l@(S$H{@%PQ7uZ{Of__MiB?0EBpk8?v~P4H
z((m6FGnE!3$%&s1adZVhQOTY>b*eOV^feY%+Z;y_59T^8uPdGqS99z#FXk`tXj
zJ?}=h&2mh6)Xw^CGmwf2aX79iVyp=xt!?zYg=FMeiSzd>Cr`GZ<=}Jm>Ub2$Bhl~D
zP&^5>0VD|s4&ELW6&1AY9RCPn!*{O6s<7kW7orPeC=b_Wf7QZ@OEd$xSvKF;AjHaB
zsWvhSX(w%=6+4BNU34ll>eh&+LzW9IlFtZeQc)`KD1-gKdh~_31I))gq--Mo-vMfb
zFc{XCyG4%A;=jd{#%aGdR|iHro9yaHGu5SX3xlUhqDBO$?Q84Dwns5)*3(Fg5FiJF
zNAKmcA!7Vc%ZKs5NQ$h6?@2wN+uSf3iFIvdLBIQq?2-nlrBF7ls&PZ~27hE}YulFY
ziFkw%im0Q9F7wFE%gdsYomVM73*C_h>q?PKxY8|3F*aITrDu3Q>|WuUZJj3hfC1se
zfW%k3hivkBv|EdK!n|4P1_q23*QH$R4I
z6w^FJkW5sOyWzz-kxU+4+*B}TRN#0+NFIX$dl<*=A}$6=O|k;UjYPgmdo#feve9P4
z&Z3Q8zsh^q7{3$vQ4B+ByM>2zHPh3XX57ymerky!uwvK|y^~y9eJ|F*(Y@%C!1c)`fzz2}hn;
z?V24`aQ1q_ln|p#eXEQX^S7UUW+vBKuKt#;>sq&QQ);hluGx}TlY5|*?4N3#pBfuO
zCR7~6qM?Un^nsO}!7Lsutn!DVc)oy#nlZP1&KRYTy~{d}qXUB+x
zDTWQyF>RDW{FvN!Vp#fwWDr^D6zT=j(
z&TSa`N~XI!Z2i^sAry@$Es&~hzzl-2C=ZjEGm9>lRQOYXG?>R$d;R<0*VTAi(CNc)DG;
z%goNk=u35zAHicX6$Rv$P>|6NiTV5q#g3p}$s+Ciqy`1))B46&Ba#}Hn=@~#El+IU
z!;9EF5i5iCb_g&KPyn?;UzWcwOTFmLI)G^*N@HEQbYP4P!Ih(2+Ak)YQ=!bsh`cQ6
zF5hY}+J1GHS?}M!9}Rv2pk4QFPHBI!$z#(Y=jL%bI>!)8K0+l%pk@qjPoIyB+XvYi
zPEP;R*=uW1k`CM9+JBs!W(=S2Cj`d^!
za$m6atM{fRChtHxnQeY^uupO(F!0E&JAZqXSO0ydyI)~|%Bi8=DW&Q6S{A~askJ=1
zf4>nLF!kjr+CWxo_yNH_O_^QEVnvl6*ac0ADo9@NEBqp3cV)DqX}I>U*Ek+cUlh9a
zUdD4u*964;&JBdsk=R+%JSRx(m;9!FWs`*|;}g5r_K{D1LH(Qj{mYrfDT}YkUr_6M
z!-FyNFsX9~{T&if13JFX>nW;1!l=es`XYk}s^S5dt@Ub`HvQu2GbV=^v^_8Lp>*{y
zRz;UpR1Da3>_nf$^^9dRfP2gRSjd!wf71edKZ!yFGnWDgtS1NMYpP(8Rq2(|ra!Lj
zc3UX!P(5_hn7g~bJ7f{Jrc39}f~sMMT=YuapgA={n|NW#1c3Xz@>29+mo6)}KX^1f
zJ$+En){}$yfjJ3QQ^4eO8G;_q*}nBuV7|g&`;JOucHb~J8UCQxFF5V!)bDN0&rdJ>=`o^@*pqsbz8s8P
z`1cuPb?VgXiV8pa-RQ2z*ge_~Nr2;b
zAa`7NtTi_B6z8p7gQMc~jM*w?506d!+53|}N|MMy?IDPwrti}@I&rfsloBFRD2zyO
z#M}!@4ly`oZE2YfSwGLanT!Q@kt+nTJe77GJFY^bdg-@*<vjGSmPOeTG826evFmCs<-ZJLS6ofj__515|0
z1+{h|=ZuJTu0`^Wb`nlkFKPi{3Ivg_@$&!`9x8X$$p(?RMJO+b*Kcz8p>-MXzKe!Z9+~`BRw)?jLz|F}gYZj(@=}=gdVI`aS^jYcyq)S!E
z4fzh|>_2cC&n~-lWBSE$jBGN6LSx15)s3;dflS5+06uqRcGmv^d|?r#ND3&a^5+E-
z;eYCW^yi1qZA~PST*N~M>ME0xT$CUA`Mbg2O$}d7e_a)Q?TieAQNIiw;lAv|752$w
zm||YE)7FqtXbh-$=Si7RmJ5JJ51`jp0lDZ94pA={i$x6G0V7XOZGuo5#v+?HZ)TNC
zD3uE*LiC9T<@cgk>Wjn+;+C&=FDK_Dmw`CD5wQhlgYmb)#FqbutoM%V`ESF&lZ31^
z(4a&~Wo55qSW>mv2({eHd9aU92aoDRSc^nE5Wub)F%Ys-MvhfUu|@TR*B{nOLwtLe!xT`yVd
z=1x2^N)_nGOyUL<92LO;B@diQLjXt|U0r1qUKw+7?tDkmb`yA|6jp~wP
zUhXG-j{qZ#-vWbzglItDXV{nAoy75e{rbh_r5`(bbj60H6|;PX?{*qB-_N75buoAc
zdO6D!b#F=}XtM)|kiLHXO2)WQu~H^Kv|Um90@}OXWE4aT8+#rfS8)>#kqlA8EUUmw
zp^>4zOUlb@(T-Smibwm9N68*GsLLs60<3EEZ|V6h>NL65OCkg{%;T%87rH)699pEF
z_x&KsOS0B|pGI1Tqn#{bX7^wq(io+73p=wYj%@<9mSyg+iXC*$jq(~q>uSYd-`@>L
zZDan=RMXtD-bMHCSJV1LF@8@Vm>FhHd8pvoZ|Iuph`>AkT|P!Rw3V(JBlai!tmNei
zKLq0UiVtgrEy(OaN~?&P>&en(Nz0aXsyG8T1?f{mk#o)UDMZInncuqI#|2rGCMS=?
ziQg3YJhrWGTN|>60RHmJhY$5`de@bY_ZOQMLhamnS+tn40|p$V18F=zYYcrnuMbkW
ztAa!b-*m>sr*eJ!-sR?tVqwIxEX)3pdEdprY37bCH|?3IYBbfoXu4-=c{3*qZoE@ZB#sTPv0mJYUfnrx+
zkU>#CPgB+Y<&8e|Ud&g}_(T)WsrBD7;llqrXJ5f&CvluPM{q
zH*7HL&^vZ)RDVs|)wglpJQS_HF-fR$5P9-FQecfiVS9lfi_9UikO=!1tq*|y9zA^6
z5IP!Lmnc#bK;tP0;YB*<>(6qO8lfPc5PU+_X3d%0sMZj`q_W90Q6vB-h)~;RcFoo5
zQ-GNB@NVBFtWXLs7Zw-S0%1yZ>SWGe;*&j{GI`Y4v9Z7f`bw>27x8DII#wn-4-#jx
z+I}seQge>ke_N{{*5SazGgFroBnWj1x1VslpRXBuc^4p}h$0(%3k5g+E5v&tM&JaQgcd;-1Y}LGW?p)FJjCKbVWF$e+3PVTi
z9Upl_yS$HKsKo4E{U`aMMv49)uKuH{;B|
zv1q?^&aKn{%dQU
zNs^ezK~b9GF|u*Cd|^dJKW;VQun>6p{`l8B?+|-1m_GTpl{@hE-Mhip-1A2N#j}`_
zz$8Zu!!k-RcUZ*0nR`XU4wmk$)L&u6FOHYhV3jWSES`~rS}q5B9#7XYxPtTpSj(z1
zlj5Lq;zsg-xK@~E?<1JeQ!4x({$=m*F$dtqG_%K(e&Ih+Non2P_d8qW8ayvWOQq++*tAyynJ6z8UGoWTQ~#Q^Q%A-p8t==FJ=RBKfM?4Vvlp
zVM7vWRb_wmIDpL*?GlAurcF!a
ziDHy9(NvytW>1GL6Ac~rl0nx^lnRi!BD3r01Tm&l=yv|Xg(tA_g|?Mx>(8#3Bs`T?
zwr{D;gBGA&%2;tZYggMz&YF{>qxritMxV}9EXzB2QP(8Vt=E7lhdpO8M2(nL6Bq8(
ze!WyD_)v2ri`h6#3?Ts6I?(UG%-DVm#mw+!Sr2IB!`aKClRNOJ8bctrDQN_B&uEkA
z@c6fk7NWg;7tt`I{QmI~3oI=|5;nOq7}m8*m&1nFJX|QCfxqJlOd06lkB{vd@i1Mp
z>L;l-9Cj5I!I9U~cw->+mOaMhja`kO>fich)t#e~ew_W;3CIF(*cGMST>)L`c)$mQ4&P?zX-dn)rjNU^JZx0W}=JA7*b5smWs0swl&|smWmr
z-PwFD@*g#&8R;+$CN2i!PyJENh(P3JW!1|UjoOR7#6!-&Tq*yz^F|-P{rNOVFoo)hz%dGz
zI=@?53WujxRaNn>{HXlpl$7G1H<&n;!>1jiMpd%uX0|l#huq;;J!&6>5Bhm;b8{p|
zz54B2Uj~~wwikGMfWH`n+SOeNxZK^uu|K;aTb)*~j;}kZdq$W9FuHuty&~GETWEph
zYTwb?jo#cU=ZW>%l1mu}T@Dkbsa0iA@!CaABC(fsp2=J_?^76>3!5f_GPPng;l~N%
zqmW@s`k-XOs;Rp|i1tTfp)W|D69-f1KYe^8=*!F%I#H#EI?xf0xQXcw8PAE)0jOnr
znadOf8C$gbqx2ZGXss5Q#XP1)Z+n5kT$?v@2q=
zX;oFm%?CRR7{xkos>D&|`QLa-{a{HOza=;OB?h(J4=)w>i%x^ziU7
zqdPo5KVq?8?;o5&=wh>XIk!NE_(+VubmoIE&G0a{s0;2UgN|VlC^%JP)XtVBd|_uR
z+H!YIyt;aOdka|!ril4ukbY?9gQ7zc*4{{7k|wj*;1HWs2NW=QwI2?Vs}a`WK$mym
zZT_=kj_eNN+;
z?lzqM@i;K57$5!M(v7CEDO;xj?NP!rldDr3exg45!8rm6P5E)CqR}W8vD7hBFxvX#
z;iE@kn$?m%eYGatBOZs*IhoT!gIVy`1GaYBW90M8fApW|sW*d=
z=us$qz$Yj>vko0W5NE`cjD#t-c-ZON{u!qiZR?N1cML)xINA|LI~Us?OQepb6fK&@|E=pujgy2eKHu#gJvL}586>T&arq14wkL$E0wtf4`0KF}JIRIY`
zHB(b26{Qk>O*aE%yyD1zPxv|Qlcwz(D@=!xIA=cX1>)yI8!wn!;daNu9i2^HElsgy
zAC++;6H1HDJyqY3_d`7Ay9aog%PiwXE5(QrUxIfRpj95#W7lgS3M987?!2B%9z_JF_
zoB#IjA4Vap=crg~n2AjTrHe~11<{skjvQ&W%X<8Ing$oTQeru@*&*IA%7%n>>Eu29
zVNACU?pxzV#HB_P+45#u=EFSC0Xz~QON;V84v-%SUdFZ?H|hh~CVVYG+?d1oW5GS|
zhCj9*Q|iz7PfI@k@B8PDK0n*zL-QJkJ~A03ZC~Mc*qz92rSt;`fM`F5H|4u~UOU$%
z^p$tsR52#4?|fglE|RGi-P(F-&2b&smZPQ@pOzx!c^bV8k7_R>AZ2J#)6|sTisvua
z{mZtksM5@9Zoe(0InE3Z31o^d4;?pi&aQh8A3783_2c}O*#C{9L=2^DsVh73$01!S-7?Vn
zYxciCxCFTh6Z67Nd4FSMX=}W+Q~ZMyvw2S{QY5R;gd^
zuwF&W|01GO?YqUCE2cdb9oZO;*(rH&Zl_ckPda}ZysK*}EjqpVRbRe9a{X<>{px3l
zO4tN!Jk3d6NM&BR=8aeWySdAwFP6fUwc9H%H;e3wRY@*(87s^tthgt;sOJRYmk2+^
zoz*X{55o}6qI@u%0M&C%P0b)B%}}FG@&0$3m8E%@P@;++TKxNum^hD6@{B1
zQt0*u!wCbGZIAOrUu%_M2^^MT`Mx)d$C2(a^vFOb`ypwAqGkK^Ij@rm&;H-Vr}y=n
z84kJsGZH^2O7^0OT0RM^cZ}QJf;s^>!=HEnFSt_3eC;z&0^|yHKSjd3TfKKF7VABW
zBh>N6?*ImCHms$;Au~HLJc)AxFg}GHTfAOSNgzL%PquDy((h;GN;>n($*L@#d`ezwLn$7Nhm`882yQPgL_`
z&(<=!<;%0C38Po|LNV=XeMy$6+4;P#u;R
zxMg|MyF#I!iEvShEK@HcxL|yE7p{^sB%FvTju%*-;BETp*MR$1SLK?GP}}Kb3J`}U$xCWQ(|W(09EGO
zmS%{u4cO}&5M^)B8v@2r(3?<))O8YieNL0azA>kbD#Ll|&5!yP9!E-l&UE}W=WTI&
zTFXH2L!z*W8cA3fyjyKpa$51%p15P>ZIukDnJM@aTzkvQ&)g&31I98Jsj-Voty58i
zNhYZRj%8gvwVaf+Fd#BKep-LvNNhvXWXAq)!
zVdoiKOvt+trJlp{5yk*uiA_v8i`nUA*#;bFISJuF35frFwMANE^C8r*CU^}P-=bB
zz-toUMd!S=yOxP96RiJ+A9=ei^h}?gWBl2o<~27}WUm2Jw99?CX!q{yMaIf46+E_F
znW?d{Ar&W;ci|h~@pGhe|Ei91k_w78_L=cA#^L?We=W7KCUyI+;gOPV-0cg~AVlN6
zC`rkSjzoGWJ1HO_r4!v|i`j0W`h&~XIlJ%LKStM95MPCmEGcOLz_jhHt-}P^338%m
zpK)U1rVrw%Bqb%)Rrx!luj@Nn7>+0Sw17t;7<}hw{Zi}$5VLbHZ@8~;cAoP^$?nP1
zTUW1NUrE`Tqaslc(1thX6Dp`eWh#;PAYG(lA0bFaMMVv-*&HsQTr8o4dlfP0Q$)$u8XVG1(ItKP14{ic?XG8q0)>`{ND;VipW(%))%EpDW-YHL-KLsal*=S7^e?*2
z1uCK!WISXt2u{d|WoLjd%;GIHDS0gQq`y57PW*wz9XsXJQd`Gc#vhf^6-b7@{?R{1
z)i?R}6B*wi)z)B(h0wy*)usyL34k*kw3btu-zzRYt{1&+5wI-u)f;9NbdK5%{oL7+
z77LG)FWIHN@_qkEo_qFFgn2O=f)3;YafDBQY2OHJ2=}Ag0kwKh!Qq07w%9p=N3`0i#lX2wATaBa7v!w_82=1jx%V(OP0Mosn-oFWj$py)O`6nk)z9<;IrRz29(50WEBJJtGapS^3EpTQl1{e9(+puK(qSEgH%^QICJgl?0#=2o#ioiZMFR7
zx$Wv>vY7ZZF>NyJpnhZd-JSrIVl`82lHcXC`(D8-6hrE2_Uk)fz{
zLuqAdK0fL@ulfIK0X}N0MD5$6BGa#C@g?iji?2WQ`gV)HzZ$SrDXaP>(~El`+)2&I
zK?1=N9WiO8=Ct~D2lg6d>5Pt+Li5kdwqHA5smm^hCvBf;{n9sbf_&`s{I1;-K6AbJc5TC((PVsOaWSazBKu6h+TWeOY*#^L4HodRkhuL*0EPzbK%=Vhuv!y?YFW
znuMiVCfP@j+o&FlR;`LlOe4MOP>AyT0C(*JW}s*IFQz1!Js3peLj3=xOj&w8_EAyM
zv4-IY?>MDGquTP93=V!Ntn+#AjD3jB9BAC>4F>xLf@t$U{3slN*KgdqwVVeIeUHIk
zsMI$mF|bA-e(md=)du77s#W@Im1x_WVu!_)_j!x%8#hLC^k}^CZ5)sCb#SNafU`Oc
z%etKFE4`(eBS6+(;|6m&kJ+A2kE8auenw>S1S>hQ8qYN%29TCzceI|FpQW_)fQ-T5
zgzA%E3U~+u^j=NIjEgKLUg+Oe(!3G$GUdA%;N~aP*f(z$ex1SvwF-?7T_JETa-)t_
z!o8d}G9ja|CH$;6^IAVMc*2hyxCDopw)Be2*l&czY6t0U$z-n%v8QRh(d5rOZf@g$
z=rdHkK^=6W`!(;wtr=o74wS
zz)-1DM={@ve;-s_LQhYQkVxtr!aiLeCE4BD8?CT;s=(X3gnh=ofPjE0D`0l}vo%a(e+j@UWQ`&J={@h1@E4`DE1ZN(NREbF
z$d6|BQ}DS(l!+Gl)SZh}8(WcQU{boz`l6>=|}G0k}Tw6Dz3
zX|(4ItsKJfgeNnb`wIwmx$L*e{P`b{E>HsB|9UF@jjzK(#b;gh9_2Lvdosd$bIt6?
zR#PgO{on^$lV~{x@3VP%%@2R=CgFOB9R@R*C^m>#$e9UaGc5&w?XNcdSG5>flsA2chq-hVZ
z7WUiS2TVBuL!GfDTYLTkZ;(*t#=)PbGl0pPo=HW)ub?>6BFTO#-Uyb3Bg|LYqlHpB
z6!g`@zkIsgEx25iQ2Z;Pe~spE*f<(5o0*&5#*x`{-tmK5I9r!$L1AT)AXn=BvrbV=K%ykDniHul!`?;hrYXGTyn=%J
zV=Ep#I>?FdyClC6^wp{*3(}2ha)jcNgsWOd4>$ZVecNu&5(RsEdqN16zA@N>uvtKz
z&I1rz2Nd2P*pT6oCQP|YO3Wn>!G}0f;D`koP;vssWf+$BHTUk_|1MWHu6)#OsNBF9
z^OLjt@`nS})qQxIl6617k>7>AHi+kw$mt!kSoPOza-y3jU@>FjwYM6wmJ1WQ_=TNO
zb`%x0FB)~fb8B;DXNmgkmz&*A%}wP7|6xWZMmgz>ve1nW&TQeFB1XF}w;N528JH)wUUOk}
z7;J#-3}J|1xr@t?D?^!(TL}S*=0N}eY=A39l$e|wDSkI1L4nm_*n&OtpZg0oYb6=D?mu`FI*1a_ii
zshYNSnx4&NRquZ-L%3}ON<|pptGoJ?{YIbK^yjA=MAxIbZ=hFqQ^_-Ov
zD8LBVE*M;>PTQ4X**{Opkj8q5(g0p;EChs@iOxBdax5ZZ9_6qgF8{W^Hu-4s6X^r$
z;_!)^&j0X#{2ggqcL368B)vlR#;YmVuQaHa4`_#jK;RoRXqP=8d!08$Yo67D3v}$5@>;Ht=oQ*G|q-I`Gly
zCT{FpyA>|x?&{mw-ZR#m9!W0|bk4$@=0+8}{@u5)+E0Vv(l`v(1E6{W%&R^7(RZ#E~5abgP8V
z!#vwhy{aftQ66PhKjg*pOP`R(ENcJV;4|TotqU8F7C9L5Acesl(88!OE
zUs4mM5m11)gtCLzJ;kHZF!g<2D}x$C5n0M5E4KcGCLc8R^%&(IWMC?YJzOYZCjky=
zN`*}}Md==ADD4O;k_R@dWtF!LKJJ)!(Id^ats!X9UKvvZyldEeYe86Ev|Ls;nwBGH
z$xoJ&!n#t
z6kkV#gbc3SC>i1-X*m7kZ*fP^6$#sZ;rxnJnh@rKc`@oS<8Q09jT;4N$gd2~1}HFW
z+(FrIOWx+aBJx)<;q5uoe_2d(oAZBQ*<#=g$c
zV;bxPX2&GkTyRQko}9T^3DU|)Pl0G2BiBc}WWv+uh>E)G@D6ygXy<~EvNVI6|a_EyLy%2`9Dg7(MX`5mg?XUmRtV#_x)S?
zJBro?oj(2;(@_U~&iL8TwCDFh9>{Va#JM&m^#S}wM4#@3Gr-&;e(Z6WyiZ+442qHg
z2>NlhDH=Ewyn|dkJ=HUeFMdl9LFy*tB`V<(jc~a-y=oa-071UDC$aG%Egu-!OHXHg
znkjaSTP}k%88NrK1L`0PN
z6G4R1Tfb)Lhh|zIan^@Y^P6q(5E@g?a_W{V$*{|!>Mrs&S&oXrg#abDLAOxNO!n|%
zTU&*RmVH)s>e{AFXU05{Q0@ZQIdV&vX6^{34ES`Go;|@P=^(F`Z;0_yDI(9pcYmpV
z1%^bR)-f+FeJ<>e&goi_RkX=E8J)lVLGUsDNyM(GxT#nMtzk25{DDZaq|Ygdgh
z(w*TiV;N`WOS|@shyTy+{qE+5*R^nxg6R~<9$92!_T155QPil<-7zao4-&Jhjs$Iv
zAmbF1hnr@62O$+=Dy8L4e|svAF|Hek1bVjX*uXny8jB!KkkGmGj(ktrqQzmpr5N@f
zZKiqrnTt1?_Hz50FuN(iNVsy#H(rR`gA)jI%DTQJ^aw=&NwuGfN>N)h-m&}-A?;L_*@?(-Uq=i-=iQtH`^1kq}(E{X0$0dNipC~7*Cv)Xe<
zda|GG_;H&f1q#*n67jX#_jB^It`pG7PPDNdDZYjCLqe+hH&bApjr|o)P5^fK{5o3=
z)jdGnIaA+}QQ?COMx2?O7G*Rij8X+imVL}xaNpoe5g^$DW`_f%qH}=^NI2Tsp`$du
zC!Gaa1KhNL(DlCsS}d3P@tp|1u`0OZnZ|sg0YU3n*Q*+=z&bN)KM+ylqPmhkGojcv`ZFFw1#j}`;h
zv^Ybi*F)cMJ2fUhZ_92J17+ZCw~LCpQM&;1#eP`oI1R7KO;~`~XYWGD=^1BtYaCZz
zE;SZ
zqoadHY#9bo$8Rq*D7*f(xPX1+lOpif2y?q}`OGoeEQ(nHrT{b3WW3gyY3`B8+?|-e
zCbId{nbX=(xTjJRC|!{$IB}z#hut4;%WBRl#)`W1>=~AGsNbHB(%o}jzh0(qb9S1y
zP`4n)A(SBE!4%&?BtFoG7nfG{^jGJfev?q+|@rIdy}Mdg6&QL^kysOZJwnE5NIF^_-v-_X1D#gsbIjB~e18Alh-l+Ha_IB1
zeb;@-pzcA+abnc++3^kDScDxd1Zf;G*|6(CwW{jLu
z;nt{+!T@wvB*Db!uka9J@Y#?lm&PAILS{Ut_!HO_m06)f+v~TTwJY>ER{ufmz$G?4
zzb$4f6TVt#wxC+-0C9+^i#S01>5uyILqdJF?&SpT+3M1BU2&ZgYi+q|LIDaCi$#P`
zysooC5oPs3SoA^x%A!#meN0U7J$q&yHhYc%oI3qObTsMnAb<;Gr6OCKwuL%FgJ3N3vq|tV!haclwwvV)%P%(qI
zhMV@HI%)AwDbfWt39RVx@9)i>dqobRya8OK@f!fs?QvnjtoT{0%l%20jbe=mT`eNg
zcz#oEMQHkp=%sTqVxS8_+=k^|fP^p;)?*zPMRm~V=~VrAGsO?sx%0EHV$x49u5m4c
z6>45TdZYHvQE^=3<<+JUeVGMJ0YU5j6_2!=x)&0w`txVKqVqxDlTNr$KNF44lD0~b
z|Do2`+vECe8&CK6JVjPeKjN!@BeXAZy~fM3v)=?1uhS!{*D}~Sf$Hf
zSOx|Y-1a886a?-u(^H%#eONJm#Q@^H)OnLsA)linEpl9sLoKss&Z~Q7EUIn)m6k11
zQ|%oHJdn&V?R7a0=IHll(@0fQI{4o(q#5CsGxj;xRHn9m&sJN*Ng_e`{{fNtc1Qyk`wTvBx
zmq~vA_3J$FF`U!90=MYR4PMUL(A460#k2=(jlK2(OgZ2`f~t#HdX0J??4X5kXBk(?U-)R795mhl}yK_eF4rMj9;{UTtMg=9@d&Z6$>~utmr!js2
z3xap@X!^?A>@guPr2KzFUgy*ZtSc-`KaU27A%BTY|8rPXH&)
z*|{^r_0kT~7X{1RqN2H5+DIOIu;Tf1pxh?w
z1J-t}Hkw|HGQ9u4^b=$fQu*_TV#%WW=6oA;7$D5g6}N#ezk(n5m||Gvd>
zdqN?MGhY$&ruTUT48{rz?u6&9sGrev4IM455qIdo0jp0oW7fSq0f}h5IM%j;R}_Hl
zL!!-yd2jxaOp6?{En-asfQJN^Q1G!dHu%R(q6xuf1^GL+=?MWe^L2*3D>lowjfP3Q8-0;<&Q7iu5fPRXYn5n>##fngnyHhk!Os
z>;{@kKH*jZ*A4kO8z|%;B_E3?qRU!opcjsU5{#9T|s-zbP6
zw2rLJDrbLXw07#|8LAfZ&rAtqibdh~upV6ojoD5iY4vU!S~zVDou#KUFK)U=bLLzb
z@;l>(i+RsMyR!iws3L;7AEa1|R-?X_CUfREVzv%ML#W>m&?WR--%ZzqP+|?j|p+SspJQresFX{}_
zkFML$3^i4{oGq-~vS9;07nau!vQ>f%Y0ND@mrd)z^pY6j`>E&M_Oq`@x;cv-b>nAU
znvlGpd33d%FdYF^Sd^u?>mQz599qpqlX$v9A5Vo11{1&dnvTGk{`@hK;7^W=Cf3bu
z$vLARJod+{#>g3`a}$N7)T!|enH}S3mbu`$P@V554cQzb^+tD>I1@D=KWh8#1@aRU
zGY$?8M=VrJoG%Z4;@ldPy?x1l`CMW-RaL!fo&p;Lm-j%b2F;ZE;v?UQGt-SCNw6ez
z)u0Jh{lC%X8W9(QL%LHQDPp`*S>?r{!I>b2$l}TC6cKG>Vt*EkL&H_RGWonkSRS!q
z0^a(5J!9?1a4ZLG24gvTmPI0p+@#y24Sff0#6wC3QAE(vEx5AjxA6Q=t
z>Z>JZ!eM^HeK~jj{6?1R0s-wt#v3%x6N3a43&9u~2DxuSUi9>>sl+iTU4}L9Z`+E5
zNDQmVJ32j-+pz+Y2kC`YclPmdy1uhQP3VuwS_!lMP7A4Zw}=ol}cGISFIAczr*W_Km4gyy`bw3tJ^!a0N|W{x3;
zKPaRK6b`!Ep}?oT3jk=nS0^Dfmc7cs{r@yK9Kz}l0IvPpF8aYRWq%Hzvv7b44=;32
zda>Gre&nd*M7ScJ@El`fvla|%O#e6nAhK}TXzYASFEMv3*jEyih#RN_*st3e4H`L$
z&nJGU1BxX;H(~DxU-q7^kGgdLpM&Zl52-xMhor#NjGN$48%c&dV7XvKmBrzcE@N?K7JKPD$=-S(aCqxhwM
zVm5a;Lh043SA6jR$j+7ABX$%h&?L~0{{M%~I>Z2&0Ongp{PFX~=z|Q`%-X6DB#A
zteX(#9}v!esY;Ai$X97iY)q0&F{o(2%p~5wLebN+M`AXWGdR2Nxhaz1yN@A9G`ttS
zoNl^ewZHKt*tm4xm?h7Z5o<$fk3np7}WmFei$%@B2O?DM<=tT&hLHQ)irO1uymo*X-K*|O}iU4psf^fY`409A)R
z2(Z5B%t&$5n_msTI%ae|ECc|;AQawIXlYUJ=xi-9Kz2sFIQ&_Cpa(l>=F)bonEMmV
zm64h`sCS)54*t4u^G?>qb&|Pn14=185;?CHvVRD96DCido1Qd0PUq?pzccgs8x+ON
zem}i3ZF`dxWI^>`}=9uakdySQi1UHHMvFcNZ(B>vy5S$;u*>b7H|N1r=!mYB$N
z_5;JHMC^}g;F_Ug*aD~-#_rqNC|J1x@
zZQgwKfj#Qt9)!xFI>RLIOl$vpjHgs2$5fuDiemNzd5IlwJ$I6W_`Mf3S^i#Zmh+ef
z{|*B_gcyX@&LX^1ylO8zzkf|`1UtpJf9&)-Y`}8H@qoNkrgOCv6cWoB&k|BpScwuG
z(m2}ZdiKxgAkk^xMbBl?H4Z3Q06UzyZpcx6m;j|y-Tu2V%Jr`p6^3-$gfD2za1-6q
zvteNcoK4Fefnq%e;V0i!H}K|G!Zg9>~c5JwanvSlrFek3aG1wv@wC+ac?q
z$UtJhfn?ry>5kGBI7)0{A}{-G_F#>D6`IQO
zDtSSg*KM6X2PzjS=4uzX8QdzERWsJ+_s)5G2x2cjvBk>9xC+H7BXKZS~d1?R$Qo7p1h
zW`QG{bW^OcUzV1XE^KNUf)iA1`mK$sovBh(4R)UR(oWE+bUIl*<3E<)@Gjoe*50k2
z!^7`3OQZLx&3zRW9XT+7ZZoK)Q;>*Jj(4HN@W)||<%njiuZHcwf%QtEt}{r7*mch!
ztjhQ)JAca(()Dzci14ZNUdYho`?5b~Jqj~^#;P@a!ElCo8G)tr@d
z@1*FSu$w~N212y_Zc}=VVHe?Bw{z!Cd!3#{roEJjfC8NX0g)grM{9Vva0S)^E=v0V
z6#^h~VSp-cjL_BXMyo5nI(R0lf`ac*ui$f8w2z_ANk!cs+`Gq`z^?452>;UQRRa_L
zhIV%S1vTitg?uTtwTpEN2t=8*Updnq_Zoq+VbJ9#ONt#tQ#K?$ySd6!xKnTgD}Sb8
zMy2KV*G@$y-$lNE68*6u+ty!QAnvZJ31BmwKX1#T>-Rr@eq~IAmSU9i
zqj^93$G)D19GH<81xSqBd|Y!|+k5o|84#j)=JER?wA{1S6TFcp@2pufW{DSGP{Pg%
zX!X1P)6&uz#Io(1P;JQJ4I+(<3<;5*I1L~|UjwezPnbaSX82
zfltC%-!L?i!g_OD;JNX&!u}qwYfyAL32F3Ty;)k$IYowXs@XpB!^-fG5I?3Qg)OmO
zpYQ2wgy9CpX&Lj4bH1ZB`z%@l`H4m!gN*F9JpC!AWAR{3l~WGBgC|6#Mva-Z^aghiQZSU^50Ksu*LK>owU$1sB52CgGb9*%
z_I&4seB5(N*>&=yNs@6&gZau__BAydylL5P+F21lJ7HjpX5;8hjkbBGoD8e_jnJ`t
z`X4RclH9*^{-Qsnz=;7nz~pmz_O__Tc#u4`A<
zzUYI{<@0E0Bpl6XC8W8ajELt;PYl_cr!r}zs+Ar1X_uJLGuC=>YoAV@{(&7*A
z-wX3<>@738M?q|&MeT_mORUO0GiCd3qNY#H1a^kyuw#UZoMSwTA4uW6czxH2V?T`_
zJJtwLvtrw}Po+nR
zn28GOVQpsSL)XEEW+#+4!he$&Cm@x}{^$2i!gBVtS2G7yc+6I~ON{L%9prrdYTox{
z?SJ};dP#JiG(0!9)b~Mi|M=q-%_&n!YBcjyWV@MdHk%8pfc7(R-Lz+&v0i^<#x2
zaVA?CLx873yIWsXL3M%oHPZa#;>!St3<%&o-0`kE=S6sg;suDp;t1oNVnk?-_VqQD
zyMdEn;N^&VE0_C#{ISPF4It!Q*Le?}XGVFn6A|=0TQSHNhCJe;w|X%fMs?%cYuew#
zfjfFk@4Mfvo7J_u8Hi0qd%mtJBaj*fo@k(k#*D(h*(tU94=o4q&KiDFC)+=r559s6
zc~op{Co;tT0aKL$zu5kBmyfdO`Wi2@Ln9}t#RR`Z%3Z;xO~CU9c{z~y4s>RpZ*Xq*
z;y+ElZB=+{UhjO*nCj|UejVY)D@bepli1>iOF7O*rIP!73>V5uC9Zsv7bwp|;JyhZ
zwqVU+9~^L;q3Ov1{zhNoLy0M_m+Dvs^~gkC2?zGW+{
z^Q9}RPr0&)l#bBfYuq>QSMijf(r;Q0)RGi4HV*us1u=)5>8fNz-Xgnk*^q3k-gv9^
zPxXezH`6Kg-b4iL(EwEu;RMB73h9LUeh?l5yl=4*ulXpohQoMb+*;-0
z6E^Nk<_+uU8G7&i#xSj^|HssIIw*7e-+-*XalI$77*2W3lNXPD{Lb70M9n3i+E0)_
zKZ^Jl85Nc5Hr1{?s|_s_p1qE>5Dwm7$d;8+3kPIvzfKrL(Yf2SHv|laj743fBWF5MY%>BVFX9;
zrmjvV+*JCY=ekwXSTv3qz7x$Ggq}3_C4eJEYh*cRzkp7-*OgKUKn{hqt+aANQGKSf
z4eueMzhZr`+w$`lf|~t4e2lZDnBmi5%_S>X=r4Ep;wW~sl2oEnQ{{vr7)Nkagh#@|
zS*tiBBsBD?XV&9#h)QAh&jAvQ+F0j`Yi@msnUP6Jz4$YxJ{tdq(OtMRzFoC`c5{P~
z=^y&;@W%5@>Tl_zR;^4nqH4jWjT@68*u`)RJF=X|
zgCyN%=MioEhgY8bW#q++!4MhWzfLFVSD=R!%@P|FgrzJM%^n$;Xqv;^
zO>4{+FAiex4}4BoVD_K1*$`R#G5@MRQ%YS?(s$|KzrVOd2bMEJO<*dJNOr}=VsXK25&cE0Wo2wqmURB?G?@n#d~-E
z8&0DpoSeURpX|}7zCvHAXtB55I0baB){8&d!H*gIe$x?aP}9P0p^pYB+!{L0$j?Tv
z{d{|Dc0G7oBOhCg$3O7CYB2N9AFQl=xm&{I-mO%kZ2t=}XJ%oso8f;rC(LrA5@Q@@
z_E8oax^#5diZ>j`!Gn~!g2I<;Oik4n4)B1AiAr4*i?ruu+Kl^=1vtl+Bf3d8HYLq3
z>X3WE3dB@C8e&|E{{`+Y`wPi%VJ7%=}S<*ooNBM
zzlTUZ!g+)p^HRZ?(c8+!r024O=qbH{gnEb&mMIKV&0=6vpJbAfP*}8{n$TCszDpcjNNWYYeN2MOma2yeKG)J0~-22CeD{%t>$vpLj@l
ztPG`);QPK&7Y;(Xz`A-W$`7I2QTgRCl}=3mSdlV_p@Vy;EHQHvR%vf;oE&}}TN}Z)
zzE~$DDlYh9cBN1`Q+QD$=*3hB*CmTyF}4Z{Q!wjr-?v7Sb;kK0@9k!PH70uLaM73L
zIi-}kUpRM;ogpcSK2XGldVQ87^xv{hck0ys;v`Z<5uwHEE`AAhc1-ZL`JqB!lN2};
zFIrL2k{6RpPtodXU~A-3y1?coOw+Q8bJNh|bBEk4whdAyKW`#n1kSUpSIz)d4O3E?
zw&O<^QqljrlYwSr!3Nfc39s}Kb1!9NsL~J%PkP&la~K?>+7gCqLbbf5`_(H~mVc<(
z?7d1l6_`_uSFyR9JgPO@e0thYden~0Y6_`r(y8#J!vh%k7JxTjL#30;;w&cNA9TK$
zo~{h1ES4jTr0E@ZQy6K8+mg1vSLe>1wVstcI=9*VoJdMJm)h3rG*z)&RK#E)YwFZd
zfYK`mKDJ#w`KK43RJF+BTvj*5Ie&uh@?J;#`}
z#Qr>*zJ%;4R@GrD^Tf7Qdjy5q#>DnMPJDf76oxxiUtwqgOlCqeO~r;?<9{UoRMaSlGquJ$&#$WAa5UEh_TGS&9xm#G`4H52O<>u
zaM64~B8s6p`Jl5nCE4AArhA(=jw|C9hDAl1}
zaiP8aL3Y^q&g=fYsmb=b%)Iam5$@VNDL>rWuYJDyK9kA^u!WLCIMIszqe40hX(q1;
zfGS1Oi`}mdDijwVFN8-Du4P-FuRfG@ylSxB(xq>{etlHct!#=qt7(1d$#yKPtDpQ2
z0#}ulFLZtlJ5{McD)V;Fe-5l7b8z9f7K1Hy3hNaI(|oX$xyOLs~N%*57?$ZYrJJMl0^%HKV&I^tDUbt`^)
zn7Q~MUKILfA{2$eo~*20F|R`G6%jtL9o0m0?KQ^Z@__ClFI{@LI4L_`N?IC0+uZm;
z{r!865o9Da6ut$L=;zi%Ui28S{`u9e6qkBW;yB3?u9q_jgMH9(>yF)s%Qv&|H
z8_`~zW$6<4p@a9bOmJrVtEO^{WO`{gDV==L?z@Wv?d0mND
z!_$j>MRG{hsj04J*h!4#BHL9G8W{@xx9s7fR=wiZ4znN>C&D>{$1qq^Go{tgtD7-~
zHJE~$L})YtW%+~9NKBeENyuzr9`B|$6JV;&)kwLTOp5*Arog)eia%`ovH@Lp^%DH?
zCmgH^9V>|$9L1g(_iZ-4u=`;3_ABTP(T9jtGK&{4Mqkhk?ZZeWopzkcwY0Q+!)MX!
z8Pu)odRJATsqnsi9wr!U{wOOygiDA7q%%r?c3+4l5LAiY=AeaYo&1nhswZcj#yEV0
z?vZoN-x+fz%3e4ALE@aLab#rgvjtIcab1L)F$;dE0muz^5(ll?u6HeJf_t@;z@Pif
zxl8%yIlt_B6ou<=Twy(&z19c!F#1xfHufAzNqa#Y*+w*MV*i6@HyIhROkt%&k}<^(
z6dP_BfsC?@aW!7HSbqspMnA*7ONyJTnZ#3)Jt;PXfZ~*JW|EFl}i>-I~7q@4+u=_
zy9?H@f
zvN|B_;n;0kD~e`39B*@JalU8fjT54bTy-%*iXa3uc(cS9*Ja~Oz
z9-=@|&Jrzv7FkUQA65-M@IFEXe1_ImtYNG0yD%Ky04L{tREltcdqU$R#_loT=n_kl
z*G=23KRqcEWv3w@63<%m=UXX0>Te7_UUcO2>F$)ud}Fjd?7)=;k`M?s;;ik>=`_FW
z1kvfyT}5Ydd|O&tN{q&cu#dF6=k_iE^a$GE>7BCF|
zvW8w*fHcVW9z(B-wt%6=wHLDHRKWYw3rP1=6iF>h=;RvY_jd?GY&>TRDe{sW-8-GnwB8XWVW3rU
z2?@7}?re1IX=78a6}*K_FB=$Lge$CAalGKmsr6aDvosuc=OeP|LYE%*|FSN~MZQh;foSs=UvGLMXXmW=
z3F3(|lGTBb`yclyraF&i^;>RdwK2CQke_;?j!bp!pd3JU3Dhi|R
z1%M&$C+1vcGZxnNl8_iMY0j+aRGXa!N-^DcV#@Z7$JT0#U7M$S7%f_)G-7ljGk;!L
z3uo?-5O%keowPU@j)>J^Ra@)z&s`|b7jqid2YT6w-k&zuG%ot?kJs)0`dY+?3|TBp
zL?EKsMzR-70F;An59P*Bi_nhi>n7M3Mvju|a53CAYv)9Gh@oGCK0Fd7T*nT7l0Dkn
znoBTD)tZl9NaU7K8SRa5OXHL%xwOH4Anx{%V8xKB=sE-f!L}sp<2}nf%!wJ}R^7f}
zJTumz?8oUHUCn%*c(dP*BLh-)p;B+4vK1{)r3UY?r?YKn;1wGNn;yc*NuZ3a5NpzZ1PDPJKic
z&cRpaQdri#^^M#764Fm9oSx==X6*=;KY?F}&7-^ie)~_Dbbx8GR`G4<5%cAXb+(rG
zF%zqV(M&)R2u=y|04cOk$EfTCzv&C43uti{@hdw-9oMffw*LDm;T8=HG9t0^S8Sfd
z_T@GzELm06{d^<)^EPPggbGObcMFs4D=T~K;*Ch#jI5XQhOIh6XaYWWxOaGWr<7N1KDH~epdlVoRN#F~5wQFh|D9x#HAx0*qeiF7iovES7wNX^VWa=y@+8`^K?i`e$40fK*C}Ls%M{)?<*l`S;FCP_%YvfFt4{hBL6TWQTO*MdtT(p}lAtm*@AT|Lzg&~4`9p&SRsO)HmZw#GM
zM+F5Ii>05VUFK)jE{1(YuO_Reb_krYF?DEF$OP?`d+AcIe0BYqFR()NPeSrcO99!-
zBxvx=g_nbgsox8hwfjw&KDU$N=v!*|4)G3A5?uMZmfwaEuF)`Di&R}VAydXxs{`sZ
zCrOtXGj<>CkuOTsu&`$uYqS-5eDeLXR-4znjVKq*Sr_+;M&U%i-_d)2FfCC1Wx*z;
z(uI^KUE?k9>va0~Z6)2z{k=m8f+C7R`agGQo|Z4SI%@NR$k>5hY#&NRc$iNcV&r=p
zPb}w~k5AbHy$C)|;WtPviLE1Ko7e)0luR52%I;k3y`J8&v9{JQFc53ueITYG2RFc=
zC@3nvrHktkG$JVDuvPRhNOptN1vOfdbYsR4$)xIS7v{+@*6E8p?VEJ~OUx>DT1i`C
z%}mw1bY349SHLtCZhVHlFe@Tx`FMMkZtTM3y`ZtO+y6}_-!2Z{F9PK5R9qv9N4IfZ7E|8;o}QED<=rHf#)KaT?$lDWFIlkOI5hV
zJ{hX=YRvopb9Jp-^2+?kSG8f|Q&>yn{H*Z(*nhU77+v6@t*g5{eCn{mbJ@QJcaNL+
znnFDp18@PD^PPXrzb$A@3J&QZj#s79fF@`I1a>@Fx8Nf88Z%p8PTTih`Y>js!KyKa
z^Q_r78h><1F;FWDa&0HBnHifXoYZ0$sNVgiALV=UdrV4cADxwte;2;rC>CmxFT{d8
zQ>{Jc&udkAw|j+6?N+wJ`FTYJJZRW^$+CTC%4Ykl^z_)VBbryI*Dat*7x_F;`6GRg
zQ~Cyxv8~X4d%%uJVZ!i2c80^cb&pJrQSyrDr@ypL?uMGd&bS}xPM@B>kn0@z;dvH#
zfaue4edD!|5yd$>P~fZlcf8hoQBY7U?uy9^L|Y2=95%0=DLqDhO$%p76EYT_H;pgv
zY%;22&~q~YsK%=A<6fAV6;H|^wR!nCg|fr{s3#sI+QUY0+6Dh1Uy#jO98J2n|v~mC@5VXxwu|7A=;{nuaWdDFuID+Qd6J;|2L4re?|
z&1x1-vYp`dXAFJ;P?es^&vt18+G=QO#+D@Nn9P+=sIn3s9~h0Dv5hfC>i}gLnqD-f
zZ;!Dz0h?&UL$b?#3?}mzm{O{7A7thc*!!7+qhk;jT1|E_-=_ysW-A;t(L5k
zejPlVkAZAHODPw!AkvNXpM>8_*0N9zt$<)FQ-GG4ZtM$Hy_@g=`d!f)H>B6t=NF0}
zV65Fy_3qQvH@ubJ>j{S5i;lYLjbq{I1bV`ik4^_dCJ6!7)bdZY+`q?^Wa3(*
zHkk>K$vVIiW;}m&XJM%Dc@P`QCo1*#7BPydS?|tycp9;laEVz=ah2G5{PN}LEnaJb
z{(AtLGrfzrTf$h6wl2B5hVpBUD!qyNxN+C3`ZVEx>FC~%@dUzie2CJ|^LN4A`veH$
z>BS2b3f?J8{P_pSv1fz7r3<#aAzhT^xcRg_+b2&2;54HOc>sGcx-vJ9XGfvvK$!
zfhx^&2{!J|F!5
z^mXo0Ij3tMFKRqC@^lhvM(0vwq!h0~PoX18PNgIvl%`CCW>lW&KsqQUr=;v6OzK66
zG3m@mIhP5QLuE!z(@ett-1h$Oeb=^@Wm!v}=Xd|^`?{~|`~6yp!0r&wFld3bp=
z_Dt)2ZlE(MOo^5kVPe9V?0vtK_&=@ukAP%>lJ>SA&RW!4L}%FfY}4-bzNvPA{UMt%
zBiF9&y3cxzCVvDruc=T&BIckKl_em{HP
zTN5LrW%w4jPR||t8CSk<7zFC9jok%t+W%GGWv^Qop4S<+7Q*++`1z;w)*3UpV@noShOfz*@dG1OXHLsD>GcEQO&7Lg42w-nQ6{)};FQc1n!mxr(GcxFL-|@Q3N-bY?
znt!?gmrLzQ*u#FtH{|Nur&;+Yt{~lyp&3<-6@g78eb=?HP+>Ob$;kfJKgw9g0-XdE
zXReTj((tv&hW)^71a{9hV)<1FeUac2LE7Y;lrtqBI~q!}V)kU48hz&(S(uanWLZs=
zd^kGoV`=2W=MHQ5{-7B!B*8zK5AS}R_BHs&*3m
zr!6HFp*o}tzy2}m?Y&jk_C71+
z{dcKZ=`=W5>@)3#EA*(SNAUN^l@rqd{TL2o5p?QDYi*#Uq>iK
zeDuD#wrGP6xk^N+=y~xD&;bn)2CwMdtU5~FryR<#n0@0}?bW2aUI{~H*k|+~GNQ46
zVCeR@G44jX-Tsn(3nqk7dn1sNaWTT%ap_mU=so)V_g}r5Y?MpQ-krT;J1EqBC4xzo
z3ekhW#zcFRr9r2-`RNPXl5b(q?l(P
z``0v1qv9PF(m2Ot88qC&OnJxi=YG($EL${n4Mj1hrS?p-?-N7U`Sa6*+bFvb!3e{h
zMx{PH4Et4w4yTI`&{HLP5QqJ@4+lYxhH#_;*|7|DZ3ub*>4pyeQ82E?Y9#WsPMMp#k)o9YVhm!h3bcZM
zBPwtkn^|m=d#hH@>;Yhi7%${yA&Ns3=;Q83%z-)+1PVlOEQLD9BjSGCuDSoC0taOa
zt;`%)g#iP0Y&2F0k5}ivi?Mz6kHFCrHHIu!akuaNHx*hevF~lVwaRgvuI>$6@WE^1
zHWt_}cbE1-*E=iTHhD-}FF%80BxQ7~>-ubKH!&!RhieR2I{lGb&XL=Xsaz1G=#u*j
zL;?v)ROYp0vaf8;LV@QlnQ|daSU>k+lhDRB=G^Yyt9e|Wlu*Cgu>cp;E0_yO)z!Dr
z;a(1z4+0s~*zDoft7)xQ+y0B$G(=s076X+6hJnXF*_>=i*1jA?*Oves2s
zEuO-RpN5kr5(zg-L>FAreht|(xIkB4vZu5QNE24hVor$Y7^T0GSVVQZZ`L(RPU3VD
zB5R^*8}Pg!z&V&#&nvDuvkv?ON0&U$Gl96mb2)4n3*zv9IBf5i5xEwq<;@e*zrGq^
zDa5$EF>$TollbsQTZI_gh6Ak*E`>(|6P{dd4s@JzZs~>gLOuJb
zY56it=Rb(&f~j3yzL2Sr)ZP%{cNRM?%2ka>TOAmF55!_qy1V*2J^Sr`Bw0YLGHNT4
z_kfBQZLtUKB&7Z_IIhdSA+d9Qfy$sSHPcroEW*8{YO+~XWu>TA#@6NhJTV~+L!*rG
zX&(`*w*ny9aNW=kAaWMu%Qjt9`&SP@&57#KKYLM~H<%#llC{|a>pypblvM#Qvi7B=
zlL`1@6f@HKWfTIUCFJ9367RBlZYgzOsTJPGa&t+JV5Y=4Uw}4oFA-;@T3TYR-kE`h
zV^^I#sM=0S3jn&nYzc7g>1D`8Lvqt
z4Z%fpq;;kOdN&Fuo3b~de_-Om%t+sC7$PU6d%MxHO4ASB?`A@RwVu$V*6AZXwYJ^Wcex7k?^cxx*
z^|7Wgq}vYuMa{>@M}P0tct=BhguMDX)vEcP&JsO1{XN2plBPN}nWTiQMfjNL$)!9)
z7?8qi4Di)R3-r@!YhbCIfWaB7JC)8P1GzN&$Pqhi8XURaUY=KwCbjKJT4<`j63A>X97eAl)`3nPcPg@Hns=
z3mHu9_3KY7E2t>x2u}uEOy$){iJh-eM61&FpNh>I4jMAiT`AEE01K=@4=J4KWs=9X
zNea3kz3!90P;el1`~Iozsp}DCf(_;!5ZTNB=%9LYFjP}z^D}eF1tiD;(6^Rno{eLX
zGi759>UJ@6tbwrlex^i^2p>R6900u|z80Y|4TnGa=k3W%YA6e880>Mc=N!$!kP_;g
zkmy<8RsL;ec=)?%8+^zH)MRV^*wxa~^5Xlj
zlCtaX6)t9UiNRK5ywC0wZw5h$e^8L?t=qRzsr}vDv!^PnryhDp%-_2G{t^uyYNJNY
zNliw`?k3_N>;OC~y6B-m^}(3Y2A_P&w@IF5;PZv_60@whsKb0i#%ogi!v@kOU8gxAP{>}~S8=k0;Yq{Qi
zJB!GIhIH3IU&){S`i)K3^7-=E%Fc1#O?Q?QS0p8D-MjJEoS#RR<@@~NyD@(1yG=)b
zn4R#WhUl_si(NU5nlzhU93c&g%6!9H{r?fj^jY)&3j*n8q4&ewki!7itu)x}TInGP
z&3o*2(IRT$a@of@jUGX!UI}^^qoOW%&5-_tznzkj?`XGRkM3gzan^OkR%ss>Mt?o<
zgdk^xWcS&W;Hh6TQV)Th7}lb2XpoHn(omd}!B(Fwqzi$9Lx`*anfZZOtb~P92zs`q
zr$K-`>;7R-apa4~rGZmLuI(~DM@uS=xF|7_e_o=~8kF)x?%?-Fl0?H
z)xM*U08~^~#-d?K7LIH?bta_-1_maRM5H1+Od&9-$qtR$4`51uKUhqM&CUN`7f&pA
z;t@%|-`aP&eNJKD+!UL~O_mcU8bdF)6HMjFnPL92HFfI{-?)M%#q;yc3*l@`Ou}9&}T5J!y^A?%A#ck$!
zRncphMY^;2c-43Z#2^C~#9_=aZ$}*w0Knqx
zf3-PA_m1h!8#%>USy2PmV*#Q^OiUA|DY|6MVS*X+=))t#N)`;){IdARm2H7YkO_yTdSCB;Y>
zdPOy22f0fe+f3l%7(Iz?Bu{=;eiG_~@G|FMv&Xd!k@Hu+KRrlK#aePVcKW7jO))joenZtEcoe1yKLldMsM#{TnS>rR;OyU~(LfBO`LQnqr;-tCuToREd
z0A8O@TfcDKIP376x12`jZrC)><-oU+w4a_KU$Pu(kg&wUB&=jf{P|8%DQE1GpJE5F&D)W#hSX-^nHd6UX
z(++yRkI812oV^m9KAp(P{Z4ty{Nh_Xv$dZ1?B4dR
lkHl)GOQDWVq;&uQ

literal 82174
zcmeFZ2UJzrx+Q$fidiushyfK5P(gAsD@e{D$pA=3$r-E63MdK)h$uM+0m(s8QIMQL
zKqZ4jIpolD9je~F)qU@M_x0=UG5#_BGph6m`|Pv#THpGyFI3cdM952V^SMK89E6mTSSx_izFOvTkM2LkO
zP$)Yo;-`))+CKl;WT&B2Jv%ovCh+C%-5~ED!fSo$N;Vq!p7ixS`Tb@^aaNPFbSit%
zg5{+OM4JN8_7hpglv;}F$R*zu`R
zeD;`ryv2@v12yW6SGL~Xg$uzePu!PDbN(&GoO`kA{9ALw|Nq_p?J>x^_(dbc+u4d$y4L$Euga2bp5)%`-{EP43y=$(cTVjysx&Z$YbQ~XS$+>-T
ztNr-*JDV68pL=*Mpt%0_O~b`v5rs0w^yG8fBL~4BIqBk(l2!VFPGKrqcBh-0o2?51
zB9-;8hqqqh@;z$$mEWW}OD$SCwlF-3LOFKa+{$tRh4O7S#jGWVagqOTZ*<-+)XZ_5
zh-=~FyZrIto3+G9LJ2&kfO^$R22RcuRUr05zvOIwJ
z-$EiTPx|`x*BF+iYZxP(rbfHF!vmG?ZP?q^+8SIFd%C
zdVAsL{QQ#`E#=xcP3p{8OQ&t%^U*xIwQGIqjcY!-ZKrL6%quPrXFEFa=Y38qr6YG=oi;Q`VnzQU`-h3U+^AmH)QBS`5NBy?1@25KS3YmZ%sK0^qq^u&ZVa1J)Thcyg}vv!6>$M6xMqz4p8dZ%il1PH
z`qMj2d$SfTTNB|jH%qsC`J+2`?krrmke-1ds>OMVqhPkcgE_T7slBf+_V()ShHrmc
zlA2wrtfvHs3eb?J%%ujJ0
zY>E*t-~PU=cYLT-U^MmNOn9KP{e>|Efz8_U%NJ0N#d&&qRt242DKb5nKiMfZ7kRnB
z-C*d)hn}j)CpqIkR#JPaiyFp!w4KYl%7YPyF`Swi5w=4=1TDKBDaWdZn&nKKiB^eM
zzO#nuXaD0y(K8BRlI4@sUTT$sOn3QNW+ioXzx(tDg2JTyd+snhm)%;q1+%lT7NwD@iI)Vee?Hr=
zVMDTUJ(s_JQ@Ta?4wva`p&=m=xZd$%wUteD`kYo{5RVns0XJ2@-U#8~U+uviI&bl$|-Lhp1k6E+E
zf&~jC&YxGXv`oIehA9fy$f26BQ-tj$Y=mi<
zoShm_%5k*ww=k@Z3f-_*;%ffw)pi-nC=_!FQpC5V;^N}BKVRXJ-1p?j^|o{Vmm5>f
z_`ZJq`tZkx2isj{C&E)iI5>*=9Y$lCQrvfl7(V5=P!pk<`KIZ}lh0R@O&V*$OunXF
zBWG}QbbQ#9Y10_MZT(X<{|eVOqnen+H`%k3y|<&IqldbJJs8@Hd{W=&>*{XXEAjMj
zlv1>wh1<7pI{C)Djme1acdXhuS=T0pbu%4a2v~fa98ihVI1;5CYiMg{x6Pl|(%_)wIdl;z22=!RzK^?5Bo}}u
zoOp8`h0<17S}KD;O)*$WNB6oUWC9Ty)0dNz!zLGWvxx`Uq6(?DuQ62y8K?MH_OjIs
zAqd^ZlnZ*}8o3%Af`aO93_KOwrNY6%XFYoIZY=T)!IT`_yZ3|XsFF0U5i@&TL%nNY
zz-(rW$Ecm(thdZpRNfsx#7aYzI^%8*s#pFw$E8@YcGOMO?SYJ7vNN3C$v_<>uO!8h#BFNUS_&m?O7+BYfU8Ygw?^zf
zeZMYc*|KFuv(pm|*$$~v6s+jYZS;@-;U*BOxQB@?@XX^=bACZ;T@mRs1qzqf~0j?PIGMj>?YpH&tg?8SxlYyf;)L;~%a>CSgqf`*H7P55BM9SB
zIS`bOhLP#)qP9>dUo}Z--Km0Fam>AMt?2m6ke`E}eniLT$b0M%X+!lH?Q4uivS5=B
zxr^d^>C&a-YprK=uUu)vWIBBPR9q~D45o-YRPtOP7;jk*9z5?MIvGI{43};pE28jF
z&UjEza4>S}FM1uR06`_CD8=%x=@vZKew>ne&My}i7uWMOJt<7mHwbA!qHv8mi$Qlq
zXu4L>6|Q#vqW$5{o~A}mt`|LP;m`l{uHuECpJAm~YAILh=vQ{FEY*SRu@_`byKU!_
z_H66!jwGcFRRhZ32ABN$}lM&ojeLDp!i}5aq;qGgUaEN
zrbI_xB-)Y`8PmYx6r&UvcllI(Wq5UoTETPk4Cv8?%-;KOUoo
zkvU`l49dsGjIrY1Zk}a!QrymKEQ=9&V_d&mMnf{~6uCiAoAbSsI-
zjkD-1X`f&$n&Ak1>&9-@kTmj(O7(g=rSE&e!Bkj8ga-(Y3
z{tPhiB;;p%xcq1%16Hs@rI9mYrDmH6AE%m|hes_L2Sosd4_CN+pL%=iHGLC{XAe9c
zDIaRuD~u9hldxCliZn6e=LT}TeLKh0yCHuoYS3|
zW1cBm;w;=4U3!56GjsTo_;~uFP@{Vz}=Fj>HaT)^D{-z7KABE~D
zrA=G5gg<>sFYe+-#@nK(cY3tZ%rm6FDYKC&GvHg2-LDR=Rjp=Dyxx27BMQ^|EP!X;
z?xD@Hgp^b@Adg7{nb}gYISprL=boBa|CDS%Nm4~)xm`nkhF<&r{d+^Ejad$7v0+`p
ztNWV{hIt)SF)V!{!n?~$H~riDdmBxhUAR%k30~2h!Y?iRzY6$D?(5wlgV9mKWm3Q2
zVeVikd0$Y_JKSEBniZd!ndx`bAPCT}IHRp!Sse)gvBk#8DGi*QDu77hLSl{7EB3>>
z@}ll26&ZUjub@D!xnNd5A_F-8+me;TmfGTi799_rC%gA&j;`Fo+4b($%Ig*uNlWh$
zyg{W_Ba^1s{nE>{h+EsozCEpFYas&j{6Nl>>5E>6iFTj%j*hVJ`FAdi?aq9mtE?pr
z=%o1S#1f?#)gz^2zy}2XT|19EV-U7Yz>4{;{V$K?dfV+h^3o
zYsUj-MdcdmHz+
zwYOUp>Dyr`kmx}Q>$igz|f9PPJJgL@u{B7ft<<^
z@h3n%yabQ|uh&+Do~ORwD0B70{Y?TnPD5v~1eJ7jUiMT+huc$oXkhGDsTdWZ)Z6y?
z34@?zgjKMui;IiX(1$Gqj*^8S9UvHqk}^pS#4z>%LJQgszGR66PaxC=Y#qJ*FT4)tVKnO6BEJt=|!=~k{(0H&-?ynL2aEg+|IOe>jsk-@x0lkGm*#w9>@
zfmq1;8$Th#b-r80{d9Rk1K&a6#+n^uurL%H9kU3-0et=p^kdQSC9yFf8{;8?7$@a8
zIr(U@KOgx;d7Ne@Jw1I0*nxVBq0PZXOIJO5@ZbT@)-MnCN%^tv+I2kJVN4n4Yj&A)
za+;eN>!}R)Ktxv&BsWWlH0o}3u8T`webQOrNAe9=Al2bA%;GM6URK;#xXPza-IVZV
zk3^y)b?cyVj4Vkqn>K}lDKv}>plXq1A?h@F6%@~pOZUF_A#F}T^z5OJ+iRQwSIRqz
z{Ygx)Vkt8_kH2zf6bJ&B>=aydFm*s2STgx?!5V6JH{vX`1J1GJ5vFOMtMghKlWvfE*%#`cAT8-jW-z;T|lAVf!rP?A9{c3s;w_&#Ad3>
z+v)8w{gnt6%OCGo^sWlaY%k_(sY1j?qx3{#iP%t^OY#n{s*aF52^Lw7{K%xa2DyC+
zcY=B28b4dRWjIc}#`Wbd%q&Q}T=27jWErVIQO()e*>uhn
z_Mf=%IFiIS?vpepr2X5z;$5IX(YjM%ubLQcrry_fLU)|XuPaureerK>3
zQsgi?H9+KE;e4CG#_?)fCV%(Dr=})NgtPaRsr!T5$+|@1BOEZL81e_|Sk{l$R;!UN
zIisluhjJpokgo!J+*F~R;9K0K72lnV5xh}y!M8!$j2k%Oo24Zs6`|5tc9rdN8veW=
zR8<}yiJi%r8NHCHd)w2pDsM#>laqbRu>oD%yMKQ)I1jH_YS7@$
zybKSL{|Rh2N=;U4R#r^BbQ(2~qqJ5t)ieNtgumEn=7iW(;@A&Nt#wDjnd_S*S@6@RPq|Lc7vJ(T+i2u4S}IyuCA^^8O~R(gn;Fqwp~I#&$@2cu3cEf)grlfwwStY
zQ@vI7#g`jJ+fZ|Nnqf5?lc=Mr=g}*l)=f-KMu7qK)F*|XabpNo2$zmTVI>;Z8fMX$
zbc;^G*N)=5$0x-ep5*=b{m{eHfBkdU_SV5IA9w%xr>nya(Bk~^(>v#s;xyEt@_4cU
z{fK*B+zPPQ9Kfg6G^6_XkwwvuaDqYwv9)X0O8FhdMN6@LyH5_FP-b^5WT$_YW&FeWTi${I
zF_&3Rm8BFu6$~|2byK-64*9mZ?)}W{+YKk$GP9(cgw4OXLIu0F<=`UMtSMCG6^S^e
ze?9vy_UUIgmfT7Fl0{@5!`isMZ-$hejm_B()v0FMdUr^~O5dccT%(d{ZL$H`1+Pa3
zlY(iphWDnox2duowyS^7M1JF%`#|dJ0P|w}2xW$SHEprbZ!NmHqG(?~YZi^LlH=rg!JmRsrg9X3}o7cXBKV8bmcCL^|*j>)oMmv_Bm@8?HQkdYvZ
znVJf=v0%+YG^AU-x*8?iqEDa8xBrq7ANa8Fty{MY`oE^*S1CfKT)r{6u!B$gjm9i@kc->eT(&s0>BJN9cD3r;sE8i
zM*CN1sn64F#R_BIgHWOR?Sa^20VFrATelMdykzlW)}u!i33t+L85}gnIUt|O6?tP#VyCC4$?!qY?CMKxfwrvo;sumI
ztbo&B@)q_VLG7#AALtka8X9FY(A1Av?I?N#a>Z(9Dnn=i#EVFogNi_KIHXs^sH%wlNEwby)-T<0`qZhbBVFaZJWa*}
z;k_OZER=yg{di6MP{Lk9d2X;Ld6O?&@5G7Ub~yYzqM2rXoUkZV+hm&oEkbP%s>D^H
zAXG)j?a7=f_2W4YDM}tC4YPBB06)SpH*DOP;xJ|keZR#xjmP}kF;cO~2MKyux|%`N
zqg{6(34$vjtkBqcnle*MUWgDKHxlKHP&qBfq0=*HF!VH}L_>xqC=g8)Wsq1UgpoofoTlc9WajSb2
zgQuX809@NT0tNq^CoYa)^3brb9#s4?i&7DNh4WhaoSJhQo8P{D8>JZO$&**u>nWap
zn4k|bqA0$}^$I4a@}x6S6|XHegLP^BwiW_qveT4xb?k-Oh8jR)R3rm%Gu&XO)BqC$
z16%&#m<7s+>0gRTr!n(O*X{tz*Hde3NHvRx<`)f}i*C&tWk_8-=P(F?q$5GVzP9s3
zDD^qU%K$wU`wn0I5e#h+G*|mC8)QKn?l5p&`D9W}3&^pB-s=`hv+Uk|qP4&yb&A^T
zFi=mO`S$x-#aw5nY@E$cz#?px8t)Pbd0}$;SE3RI*>?UWk;3aU-9H~NK8zO@YvYkU>S6FV9h0)J;LBry3(&%NibukyhBS^>zCJ_fofMAP3Zj^&V%w5;%~kWK$n7RXne1+9No
z7#kUj4Ad?H)v<^lIB;M>BQhI#GveIi-Ml9FCekb7)Xs@P6{ru`xNe=!#yHIkOL5!-
zc;8d2u&-`ko0?LP1sr2(HSPJ51)J%ZWNQW{
z>6fw{Jb17`s+F_P?wrB0{`}X10DK|x9GF2w*pD^Y5LQt)l6aFvzvTJnN*<0IrRBkAe`yp@
zFBVaUd&PEp>+?gAbO)0cGp&qINEB89c?ZAiNA<_6^P=zJM2k-8B}Stu7ZU#N$4PR)L$Q7pSAwe3s5T7;-%|B
zF6x`{@&s20SqX{zCr+GbgMLF2mSUtl$$1)@n$-}h{2yH&AN=n5nvXN}i(*DIsvnVs
zk#8)!gD~F)V6q(x3>yR)Ic(NkfZ$F9)fZ{nNPK^PX#%1fOFWw((Frxzw``rYAGr~qw~-Z`dC8IjI2lb#_cWJI6g*85V1z5%;9X=d~27Sd+}
zDKH$?aYfhdzyXKWU(jFx-sDJS7PRRnk=qTui}V;lz(R
zO?QeJHY7(@R8}IKwVV(Z8Q0tIr^Jz7I1v$1H>f|8N~5r{8ZxY+J)bxowS9Ok)gUHm+BvK^EFwIPj83DQx^$il;
z>}Xw!1adbK)<1nZ7a-zLlOZ>YC>knP(BW_vr8uF6|+6ECxe*xczMFN5zc_zwyq7=pSD;5acS_W^Z7~=7y_{?ejB$Q
zkc
zh(UwuZ8XbOQdE4(5_#el9pCB%B6^~EnGGScA>rchBta8l80{584x&`zP5JaDQX
z0|SY`0LVeqpDl;9o`PMY>a_RvPNnu+CC#R5nst1kHBRwYFvLYx9v&rV6H&6SemmpN
z7>U++^Jo$c7iQ;OY2$5LH15yt-wBG*8s@N}DM}kX=UJh-TnQ{hd=+tFRzy*e5kJ
z)$gdWr`fI=%-0A+a<+Z@&YX2;l!LfSbU2{A9$){Gj-hL6)BgNIdeh-P
z>GfLl4}TjsrB8N9)Wa9Iec`%z2|5lP9o=~N4oBCSS_K~rSkOe^zT8MHyKM~@yI8namHzI?;-
zL$nELCN!(_d-pDxLo#Q59tR)H@H|v&*BM|#zhg%n-6poH5O5%XC29sjcrzGo`#f&YdFYI8d&Ok7Rj_!I~hpx6e%`BBmFv&XmC7_RgWSjpzlqfJ}3xLypb079y)Z0Z~!JD>nZ>U
z7TrVb+%&UL0+Jh=adql4GOJU33PG;KXSQA<{Ct{V}8T>%I`1l>sD
z$5|^f@(7}=Pp?HBB&+}-8)cy0cC-y4d5}y9TSZdu_Kh2ZkN>_j5>TdQz!vRolG#Yt
z({_e@1)yr}qP4<1iFRpRR~AR&jWV`bPiMgzUYmXm&1`!mEUPGm@Di!1=Crx$?Pgi8
z5KBPb^2E4;IzrGp5sA^n2$&tqo%>u|+!t2+<l@H^~m6X@C1+)`{Coq
z=9(nc9yH_bzi{XmK>n7*a4CQlfz*Ye{zRfnMONPKJ$v?w=igbI`l99K@kPD49t=DZ
zoSdA7fFBqY^!38Jx~{Hf5>!M7Bz@@y;NfbbQMWyj=|PY2DI|0NLzV+V8V+rb&yrq@
z>XZsVRB5SC<8VH5h5=kI_M`Rs?VX+BX1O!U&@>vd?2^#C98Nx~ZfF=qnpcqCX^K*F
zb|&%Izys9<3ra245YN@Jo#OJTrcETI37f#8xPI+gVtP%X*Fhp!Y|*kkuJ=oOE^s$W
z9llFpVz`~qnTd&s186`X9_7$mMXSfmCYGqwU>k&E+K+S*d3o6m+dO;Wy?ajsfe|kg
zkWm+-b@TPd2}
zn>o~3u`nQrDuZ}h!j(e$TbRP!_D&KPdE(oSi8dx)zO(BykYWK7HPdz|XsGX_nOj=R
zkB5CO#x@z+*K$8>YcZX!NdxR)a)YeYw+fCLM~JVfR?WaNtMM-kSUJDla7fAw8cJt;
zI5o*3S-(nzcst3jkOp2$HKM+n!1MyyVh3*@ToGqrkt4?eSR9t&`HQdSGGK7JE=R2p
zx(%9*;0zDT%4CTJrtytQl7ODUA(go2kDos`wlS5Ie0Y(|_u<{UcNqux&|W47ZRayh
z7V-uvY2{b#S3`ib!o|mH1wTU*lJdu!D>hzt`q&F~^Aq_eoFyg=YZ>`<=npD?8HB8B
z7q>;*k(gdS)@r+$*u(-SZ{PRi^Eg&ktO=%-=D9&*YmbOXQ<#gbZ5p`%c=hU&{U!I2
z??(|j15-nj6MKQS?e`_~9v&d=59U@@Jfsy}Ifs4+H?i)#);+%mwxy0b$nCVTU>5xv
zCK5hy!Pum-|DpNZk(V#y7J@wT)VO7!%3Ac6N=*
zIJ`OL3E-jUJrS@r7dlD9%`*f{A{ykg#u{8u%9rajI2EiVLmctk$Oq|ZX;&*k#CiK5
zm{$PpnMUJQ2{QHHc4RX^N~%>X&edt_bY6;hUakw9ArC<}`(e`5D@~Rvu}aN0U*RH)
zg$PTf-FhH_Ddyi#Y~oN?L<2XjIFY0;C{=}Dz9jovZ3Z(x;GkSjm443u3Z;iMN%2?8
z8=1cm(muVLu;-}b`w3<4GyDbqIW>?Q*s9MaPU!72W=9=vp;$-{q>x}d!q5B6+CS(T
z>8{)>&g?Yu7`;%FxQ%cu64z1nqsp;kg)gZ4>YdldX`}~{20C;UxGht=nbD?0kF3p>
zgRF-VkG(hZL<~`y0W4~=1L9P&?X8FwCLo~JSsIwC=4q7;-J=)15EUrJ*H_V@+hZ0T
zM!Ia!MUYk9$*P7|jP#8Ft}|nM&(%+{{hbrWx?0o^79kzD;bW)9gei
zEP#IKv+49Xz-+U3-#(JkC!s`Kk9mvoO}f}d@z7TQR(y^6&`|a9@bJ)dKnl~{dK;-6
zz@J0>zK4g8zrVjXyP9XKs2)l=@qXZ!idnYT#4Ethz`~9?QL9ym>3}#b{4L_=cKn3V
zi?qjDKe|~=m%!K5xWt(ZXaDNOs;<9#9Z)y}@w^goXx1xSbi0-iYib7RKpPqw#x3w}
zXQ&-8u*}A!4!$w;6SRuLl?Q=W82)&F&ktOgki~QheGy9ul
z(!oO$9=Zde4(X=foHBVj@A$j5Jl=B_b;Y`p(yJU8+U|=_nlzj|d6L@UZ-&r0P22(@
zKewsD2SQ}E6m76omTrU*gP5~poK;(LL2c|u?(jS*PYunaxnG`MUb-fvXup2_8q(sm
zN`^m_gI+8Wi17i$mH?^Y*3Fv{7=7p>Fw{a6OPJWvHa14crRy)96}!IaAR~LTWbzd^
z-PcuqqPyaU8+#w0|I8HuYpfzhk3f+9H--defCCX577Du|CW=@-h)WfAw~mS8yI94E
z)V_xhV2H@{(Stc2IUK}9i%*0v)ve~2d?pLZeRY4G+uL$CQy%A3zZ-f2FB)w-N7Y7q
zYi0D3>II`ob9fS&jSMhJ!TpmEDG*8Oak+78{n=;xZ977slEc^cp2H}Cy#RnN6gPPk
zG9^OH5Y8&U!xw-1=+0!+R5tsu_x!||6S~2aZ^A@Bs)MnQ+MhW
zU%qJ3BBBKWJVXHq^3FI<_3<%@*egQX&FTIUh~{M!`a`7MjDF@-n}9~AmEWm2GL*1!
zNE^gXLM&epYJqcP~$FY!d+U&RMhPt3r*k7
z&W@~I0nWy(Cj;Dw1a2X#o~I!DOzOYGvsK)jb<7!VAI6wVAMPVH)k2Pm-2cM%#Cac1
zC0W@=nz_WAj6kTdX>r;w4zazGDB!8h_UC0ps86i|gJNRXvxf^0a;+kr)oG3aG0ai+
zM2Ek9UrKEa8o^p}42OpqxGUZYA)YZv55pu4{=u`tV5qJM8(#`KBt%^bM
z?-HNSef}jNlx5SEaA#&NEhXZS-0|Z+KV9~v`~KMRVUsA=^K~ni+@`EFUkDCDj47Me
zuYUzjN%VLSI!|O(=@-J07@qFb7H0+I#Mn+a-82wrRX}YcWhd80BKHlCj@A(0oruF|
z1j-*7C^NeO7Zh3Ik;6&I*`ZXk%gEN>^bM
z?ExqTX0&X)tO3;!h3_hIB(j(SiXEJHF>gutrwUhM(vU2UCZ`!!!ZGs_aClp9Z#1+hv>H#JyuB*%wps0Ve)E^sKkHrrSrbx3zOxX!HGs;X9Etur0NFc$+2XP2kR%Q!xTfTwZ;ik}*xND(jJC(*!ShjW
zm=bFtLl72#N^Jz2eiVQ=>DOQ}2$qTsPK}Rup(jBm9r|<1^>zu;UMKx@Zhdz+d5kCF
ztW`%#pWq4@`+~sv51(waj;m$DY>swYRm{l
zi)>dIfdj}00t5JT77JMmHNFa@r3LqH6f(RalrZAz*eCNM2I#HjXdWs1In%@ENpc`o
zSP);N^}}w=V$B(Czm)H9ITSZOZks*TpGk~!L`;C@5RG9Y3x`^F*`wX|1=>|)EOE7`
z0AfuizESl`o)eyIfHFliJXC+uCMDtrP^@)JywKyuPO_VTOlM`d47o9);ldq`*zdv~
zoaB1P=ElYg#9XcAGGm2mWr#UKWr{+{i$+c992bG6TnnN*0tx>rbXTO5Oblr#_O?VI
zl@k;5%d+9oU&@J|sdJ+P)7RB}n5@mdGE1J39^hKmp9gxe2_O^_NL^pOh0qKa7uQIB
z9JA$tU-HMj9nNMoWmkt>+=%7NpFz)$-BgQ`vC9e2=fcUuU#EsA^&!r=a`QWmCusRk
z`%Pb%5Ms}h5PA}pbWNYy96ccLbKt`t;^3c6k#P9p0Z_hHeVZ-;-|R-KDp_>yQ#Z$Gu56S@
z7qU~v{X0qmqEU%PbIA`~p{f089Qd!l>*(oP=nA?nn6a3W@S~IkC(N5zr}OsW{mmR~
z;$&s~esBTB!CNetTsQxY1)CYe0KaL_6vn5sJ_{+lI5Y~JR44=MlR}xh182mCwPZIV
zFp4r1F4{YaG*;!merLz!Flr3DU?HG1^dxsqTKA9g_3ZM5NBiNYQGy*W!)AaJ8`)^u
zA}-bGeRcVgZ_Q;XMk?aOjEFk;JFWc>J!T{H7}^)+MXuM`bb_Qk^hm4ViX`T5Ff_1?
z(nK?8kfZ_Y#c@Hoxw)AbS$U1?%zX|Lhy_a=(*ouH@QqE44XD63#&V$6DVn(L-~x=&
z&UGf`6_RNc;2qi{?WW$eaeyUcG>`2jJZ{lQEfHXc4G;l{L~}V8R>0#Zpf%uIM8Z4g
z2?`Z{XNUbc6tFKm?=Nk%p?$eI9~>|1kaCEZeQ$Tz_P9g;*xyAhV0KY$OnUwL>5CU}
z*cj0Rz=8b)wLpJ#{kv%AqRbN8(_gJ#+;0GUO-%fOF5zyVLjNIF0B>yRgD=NcrFTB8
z#`b%!Yc6nS7K?*~R+n<2fox$hS-EztimmOqiKa_k!o}fVzmg1A&bycTw#>ViLgquf
zJ{gT@!3c)09E)LJf}NQ(dE=TYD=Y1%rJ;PY9X>qh9!Hy~JnD77t$()IB6fdW&Auzk
z1CZ{(o;~?-B2WVC8ELnYSH3)j2zvy?4#MV#YDfj$XWI04JFu$dPQr3&#u+g)$N93B0hx!{zQ~J
z)c9h0>>oH=>+$em6-xN>c-r?b*$q<$F&V&a6@32qg3C*lcagGz8&&sN9;conac3>F
zHw)?Ff&v>>gxn)36LM-d_Fa&?)=?T54~fnQ&Kh@i=J|WNPl&CgBDEzBh4&%&x)cl<*=^rJRkFYQu&bo!|N@!j@
zvR(Oo=6CdAZ>O%KjWFE?vt3y(31l}DdHrV@KtZw`%|FmdC;!i`N8k_Mv$V=!spftU7=A!~Vsb
zu+I+!#Z`f}VFBm(KmX1GyM0-+0C4u9KBIuKvar0Lx0F%neCHSR0Un;}^3a#Ae^f23
z-!huHjzXb3P;~Pi5Fi^X>!~HrG$s9SH&-1wu=UI->zM(}ctmHV^E)UeJkF^Z0nf%39r!)%8Rsc31v
z5Z>W||EjOi4j2E}`RjA%uLE0GsWUCv7o7K-L6%lLIu5b!wAFh~K5@ZD=Ui>m)W#nE
z!|Ug-;AK%{Y^)M1{p+JA_4LBPNjZwM9KMeK=>?!zZlMSK!KHA9zImgZ)LEjulaW7m
zrr9bxnoYl2yjFW%&awWF?jAor+jJO>j?_O@J+@GG{-QIU%Cd$W<9``*L+yHdx?omI
zO2(T?uA@u0Z>nQRaHQW_rupZAEGjR~i`Y{WevV5SzW!Nv%;w1@E7~2Q#4G;o#^M_(r;S)re82o9orc78sZPWe?YDC5EYUlBGoHhE3W
z04=-rO-{f3TdGjCo(2Y*SskTa*Q2(rH*S?GX=}%mh68B|5nD}@RjonU%j3l76XQM)
z05TTPu{*{AIkE}~T|n9x(j{9Rh&XzYjdmt7NPA!1zP%LO?mTHvU@MT9r)Lo8L29N6
zKVuC{2H`({?H
zY@l5lW$wfcubcPp-&a&n2u5SD8+&jj#8Vs5rX%E+uvf9E`qGi60cRD^5GC|sU;^0D
z5(iKd6(3)VF6@sYV&+@D^>AKQ=X{0PDW|iS^i<$?lki-X&);oL_C=tZ*PqtvKF$?h
z8F@e!D=zYRdwGSL^Exeba?1uOk?1WGU43#FfuOA+j7M8HtjbQ<<<@FOpUR_&mR2Us_oPI_O`b7
zKDlr_c!pqhpI5gQbmU!XrqKe|ZI^ysJhDuA`0`?9KI>n_dgI0+Z|=<7=bu-=`~_|JVU!7=(Kp)jrmJ;gcf^4~i30;9H%;&i8aqpS~3p6~!VB
zSGN*^4XHg0{&cccA_{3mT>ReVLs~IWQEYHhmK7qakk>UtVGkO1D!RI%ET6xd6Ay_!
z)bDn4e!vM9>=TplgbWen%dKw+WJ{@_b(*`8}KG20HupT^kT(P0(S$T~$=bM_;BLwm@2857I#~G40zIS=TKm;x%#4@wm)77W;Ca
z&f6_m$S4pJ{|M2}-Lh=u~UY!_T#M~?uNCPbU_$6P&XXmA_W5k$~==(!X|
zkA+32^et9=)AiA;xhD>%yUMyXcTx;~?c?F)Q}@gF`d*RnDxVcbepeG&9krO06eZ&7
z!Y)X-fPA0Y>;aZ!+URzsy6$Vl$ZwVc+_48d-n~j-5Hm?ey#t{fVoli4bz|9%G9nE_
zGZaUPD}$sN4Jsw!NgknrH&G!W?+c&d=u0J%;ao{v974{g))%?2rclaW&_^$_-0w13
z8E6TOx4EN#CgERiLm
zv$DRDnAnrBfjnyhHURDERTuB9b`u#c`Z>sp=nXfGdwk8-|nS?+8cktH2w6NJ10HqmoGjF!LZ3ZfA!{Y8oH+>
zY@v%;yd7O8@M`mS!_(7_xUZEP=9hfkb_*Tfh{VKlPpA1Gc&P80h*BU{R$^f&%BSxYgaAur?sQ^;`jbq24
zyjP%i9!nm0fYvsQ#WN$YM5r_U!Ok|bCPj1AjDO@y#^xDfJQthkmZ^r|-v0(0
zaWXKn)NrvG04|qodHJo3^Wp`nr7tIHHJ(lqY??K6=GKW_G=Z%^Z1xp4>nVCF%F4bx
ze<)kgH1z^nft$noG}_zS;fQ%s(E7NbHBpcT40e7VcNCp)6kYQB@#x^ZEA*->o}#^g
z-DdLeErwRhZFtv9jY>|g>OlyTK-#qZ@b|H)cI(Vo_eC481&}9A;q`av>LcMZ=Wpg;
zJRK}|o;xHgtgzcs-H!}zUMIn}EE)hVVa5JcbziR3)yK%;Md&jz+4=nO$5Sy1`ItsmR+*Zmlxt|zB~X5bA9p(!3p0F@#kQ^
zfGsMq&pyQ4d$YKFyjJ!|?%Y(ap|Nq*fb*EpgD3c$>ip*v$md`iK6vPm44G9VMBwMf
z7-pm?;-Yy_v4En()NvY1Cod8xu8bIUP}HIl5@fBctoFy`e*0}D>3*&B#DQz)PdXZ+
z%Jfpmz{I3lp!2y!1r-NsyvE((HMk8ka}*b!jfKz`XJlYd&OAG~46sl5ZRGqRKiw7{
zywRUK=R5;HX0@hGQz+V$5}s(%juak@@A5N>E61ji5jf83emtH3$mlyp)fFRwc=QPI
z>4r%M5MR?dPt$Cwvba1-IYz#pni@d{o(K4e&Sc%0qgQP9IrzRH!Q_16S)5dEs91V_l}sO<#iB?-U!h-4?#
z9;?RCil%KH^Sr88hIy$UVukkb9KNGw{dLCfwXk*YUr}|Q(gMv=9OxC0xg(gkyD$nmZH-G~(nMQjr%6llXr#Y=@w4|LHxPH|FzUz1~vSQn%Oa~)2=ccMY(S8==l^Ua{PM5o8VV5A_8q+X&
ztWa{YA~K$R*Q+}*?zFN)$ym>3vr*Hs{PcBxMk3Cm<=V=;9g*-Rv3<>*d~Y9y&6_rL
zV@qoV+HVd5jBBD>$#+p)O>d&0t7uwzf#hTjruRfei`p<}dY|O`YW_P5$eos9s_Xn$
z9A1f>Ps&p6OrIGkQ5aHKvvx=CnI95MfiE|7U!xB7VplK^b?fTYtKlv5Ca?lqnAqS6
zgW_sx(+E_7>L~*%cRgK$LDVs=dxCZ;l#-=OlsE8WQy_siu>TOe;wkNX;0HE((DwBc
zs|26f3v@VmtbeK^Iz)4dVSj)6^Rz5nQKJ&0`U<-Po30fw4e3gUE0E`B0oNmBo1gS=cRRC*?p9SrMbJ5xAkh1o
znwpY7>EQmi%VQR&fqGc=#->_dy>KW06#$lmJ9dmFbTkq!Rt>`d!T$=c7k*}AT;o5=<19$pJ(hwr{i5WUiAn5c_`h2-B;#?S_zcNmc3K6M6&mO
zusLhYN15#=M>ZfOK7a8SB_&zr2AyJ5iGz0YR%1mSqi+vU81*mecY;oxTMWX;
zf{nc2&Bt%HCo&7entacFvE}(c0A=wyx%U;Vizu#1t%VkmXXAHxGv$g0Ocj_>#)Tz+
zG`o#p%YIYQVszQ}GG+VEXCT+6!(g-9U}qt1G_r{T++nEQESu`hLabo{_E~j|s$U#v
znEmicV^Q{wJPGHAd0c8J4jdi1o*}@zYAEb0H?!Y8wDL|q+5LKZEwgil(7G1~{u9Fa
z<-bKZ_ampWkcYD=DeuVUiOc_921-JO8KDT|6V^HGfQ9;v-Zi&=NfjFPn*bnf2X$h#
zvenTs5w6akPZ6rOK{cvI7ErqA=8FK!-qM$smv}kcxS%qUenQ6Gq2h-k`j^LP>Sf-jp^*_XM2YPjsth=1
zbW~JN%yq0#pq{~)9g8UDlk=ykQ^$JND-DP}#&51ZrKG1ARiSo3{Jvn2edy$->^JQx
z*+XAPTON-A|bwe+rW!Mw=$uVsV|gc!g(
zz}0?_f;}F0?wz0&r+}jWvhJ&MIVB~9?$!zYI
z&CJLTr)jfVr}!UpRrcM9jhjuWJLaLw^b)7zPi7Avn7wu_P4z?Zhj6bwExz&fmHG;o
z7EstR_!#jzMOJ$Gos6+9LOs
zkbQ*jy0ZM^5uXo%zc7x!Y3Hq+HxEnA=k~TCTm1J2h&adfS4CvAWb41coN0e{mHus2
z{vU}w|MEirwaEV;r%O2+y=bT1zk{d$2;P4p4Lk@c!R0z|j}
z;u@l@vn*+u5}kN6$s#_WoEzP7HR;TAvE4b%v{*J}Uj$*~6q#SwkZ;>8V_s(He&7(S
zvy|QRg6@IB0*Y(NG4jhtEGIa2#ZFvxi{qc83-EDzQGKmM;*TOeAa+>)B?H%XMI|e1
zpY@PN|4a{*=OScjxpJBopEXMEXyq|9HL3Y1vYqGK*9B~!*zU$3I(R^#ey{H4eZnFL
zVLuU@Hw(Y#8T6_6%0)`(>-y`SZ_!|woBIc;gR+@6;+pa?$&W*1ehZ9v^GZ2?a@B+Q
z0mIPZde+RgE(;OdL#?PoY}l%RAeTe4Hqn;@68}|Gry7BrRBbi
z5LJUc;xaiiA+wW1+SIwi*}xBxWxg7AoYb!B{EAg*ZH$Z~2eFd-%Xrp0kUaYK#@dlv
z7CA4q;o$ok_a{kSh1dQd8f))dgv2u+jiwO}w-b;QTB1=k$Be|mJP^3V#
z8a#na4V{+@3L3iWw$0V;x|5UiLukn35HF|lJ-LeSs~(>_wM}Xp!x77y8gcI0Z)$u?
z+Jw)Ul%CG0pce5t*Xzx6KVK>I96ZLgGzc`_QsBFH0>d7+!lExv^1mktmZ%9d3dL@_
z{p#3Gb7dR#qa-h_lWkK;CZJ6EvkR-rhBIZ`;N%e`aWM4
zX;FHMsRUIvPoFfr*so>yh{rZ%EB9K*KVflVm{e4{6MeMp>#m`NMwTt*lM*fQmgD2r
zX_8Ug{mI^5o}n#qbFnWbTJ(SP%8W@HS!Wda{bCH)5Q*7F-FWYmV!Zu%_Zcp0-D$%)96!OzNoTvXaQ3m2%X=;Q9XN`BY
zje0Am5mrWm5a!QSH%*cb|2TFQbe%F<`}J!K^c_t+MU6aZ>&(NguOMxyGp)oSn3aw6
zs^c0Q92^;4K@XChXY7f04Khqde@1UrS((lsJ)^SKvO3=_(8nRBI_PmZEZyE0Oyyu8
znVl$gQGX5`NKUqlUX|a3?BXQPWc<9>N0o_&xG0v3AgjN8_3Aim1r^wMK%Oi_%+%Q3
z)MvVV%^fQ^pdvvTIDO8;98e1zSHt(q;1At!q*vpChVjpzKQFN-H-#5LOpA$r0t?ht
zcoMN){w|T~lQaANeY!H#j(Eae1{G|jBnAeHKziEA^KwJfm?--3|NH#KWYh!#3E8R!
zdRuF!w;XBre69$2d3NYF4TYbkcD6XaX`R+^AeQcg=Gt2
z@fZMF+sE@=(Y#*3vPS9@-)mSKi8@|iUvJ`FaK@NC1)#5AMNKWTWv1W89%=$iqw(YI
zw+gha39dj^-ORb`=b5PJXzYm|*yvs04TcxrG;{yK1Bm7J4F$j;XxD1_>(UgF&Sd8K
z&=3bt_$yV&cpMhCPavRVqqja-O|8v7TGOIJ+DVdp&9SkX=Dg+e+PvIumW4j+toH!h
z)7{D6&%XB7i6JUEh(fVGd87KDfOyhk;vyOn9+pd#0rc~J6p_8y;$-iLAk{WeAmP~<
zEev#S*Ey2)*ZOIUO!2#P{$}qJvvkeLS>2CL%&sNy&@F0DEYFx~t(@Aba16pB*`gWX^Wr
zKsh#pD=8_3lIO1d(dqdX!kXau9{VlgpzVo!{uj}EGM6ZANb#s{2OB}j
z>*}u74=K?2GKY|81407R<*oOPhgSAAH{x?ic8z*W1_GDrhcvfwuHG*A@ZGzmQ0{q6
znnOP7_0mb*tEH*smP+VuNvV4r)gAl1`k-0EpI(4BZFS#eRow!4)kS|SJNx%^)u?cf
z)gwsLTTkEJ?aj2k&q7boPKq`O(iiSm&!Z5SOD-^XwP~CsW!B7#i#NZnUIkD9B+1x765vkbY{xvp2m>*tP7zV_tu
z(tO8C6Y)MjKwaDr@hayy$Fd7geZA_xJH>U`-6H?9bWg=QY5R<3DT*;p=JPf#UTf|6
z$uiR)K;7)--&;}>Hmx|D#!d^F@`vD8Piz%-FA7K4sWbYUi*HwmeQ=W
zFI*JyJ%`UyRuligpA!@Q<}LiwqB5lk8OuE@f4_hAWslZ3!}Bv|^*QywQ{o@iUH?|+
zeRmL6uFf9$$$Gr&{hf||i
zJ>ued`)QwdU;hKk8U@33I;v;QS0HSm71_M5eJJu|1(wVf4=Xl`@ift*T&(e%&m;r@Ml6DuM|wCnt@-!)ip1}1e>BR5FSdS&~#M&5@1
zx0)aoT0C+|@t69cp`XUaKh#z8O0}GAQR-p7{_pzkZZD3?{=%C{Ew8G5)ZRA#D-Rer
zxzX=t?1@5?Gp!bOvh_*XkTNACvg6o!|Hpyw$o%^izGuX5?$O*ooKu`wTWc+v|CV
zH$QP|ep=t0f5lx#cHQU{Z`%Ajy=9T8mcq*yLMdOUqdlg7XsIhX6MynMXiK+K+xTMH
z{!72~#*CRyfY$BU-$#?YY1=0`-=5B@D~pHi7p?!rO&`a=8{hvd;_r`+8v{Bl+p}lS
zQO?hYg!UL|PTP(s*+EdD#0moj7D5b9`hMfJQ3N(=)N$1e@@O4NgnTu&{`DqNIz;8`
zd!FaN3!dL7YD){5+{5~tgp8G7cz`n
zoL_b?H+R;I8DZa1e%JkNsM?W2oonNd{pm@RD>GApio~C);ly6D|E5>nx-~%*cCRB-
z^Xko7w4fH=^t=W~!d5g(MjjP%H6-WKhA{ia2&zvp1Csd!{lp8k>lkfC0J
z&};3Eh=}9sgkoa-G%veFT;ExDjsjt(wS>N`)!+p3|h2On_l^1dZR;gE3PHjH>u*e
zG~6j;e(S?^4u3bh_vF7=&bf!@?X*|U>Zv8)YTlS91qE6sp1R-q!4!dp#=KEZPX^d*
z{MGkJW0d$!zTY4IC2Cz<@bPcudgzoLW+hOk{uf9dXF1?zFY!r9#@YeN*CU{OUD+RK3Wd{!$G-vMIzLQ0(4Lx1|Zm(H_YKA4|kP7TYx9X*s%vGhg{O4u=tKO(LP(Dek
zx}hxm^!f8v;&@)9X=rRqQw_B=1aczzp1zY20(nf+)+LwER@7L9!ho26K&#i8kbhCo
z)?1NXE`_Y4_A>9YiwK>CG-z({-xZS>{EbSrzW@EVkvhR!>p?`Gh8!F%afB9kU&RaAp{*uA|kN@!h4)@tDQcwDm@ukh>40pYqHS61#zZ;O3
zrE_>!f}TRo`e9-3j8yNq>jiAu(51XoIq%M_!*VXIh^8MF?{Bj4Is7YUWb^W?Yu;R*
zF{5DghF;>+S=avi*G%FsN*Dk8Yv#;1R^Y4))(60^sGA=ncg}S#I6CY4`yW%2{=@A3
z?{2ow|6&XOZx=L7!|VjGdF0W9YNJ=w>eXg?c>S!KwBnyq3yZjyyDzVObL#r_>lf~A
zI1XLFCAluPXUn-+avM7yt}Z+L(0zAg`Qr8ed9dTBebV>3O}|}rQ14#H^6^umH)a0k
zrK8R^|FL>ETCoN(nJJM64;~z%Z~UMf#nxm4*~t6UGhHYS{+mve|Ii3AD`Bpl>DWoj
z4{_o58=P5i!5lLfM}PKz(t(X|JFy5>3l2@s9in`HV5sNM
z=Uuvdd7;{!ZVMMJx-<7NKVc(N`ATxQvm2?VCWNyzM4#?;44o^Cs;@LiKd00_X7rdb
zl$5mYoJ=aZ_UZ0s8X6n#+cw8TH?nbkHdl1=YYiNjmsPG$8CdkjxVG0CXs#=r@dEX-
z;QjM4x^v+aQ>(V}_8Hwi!SvB->X$;bQ8c^vd$_gm!sC}OPf=8LZU2{NcnGe;nz!#q
z>FQ<|-tkVZL~kEYvL9S&n8@#WJ&&@`F{3kKi%X%!PmY#+?5^JuR4aqwWzKVRmj
zKM_=}*RL0cD(g)6%XG5K^gB8vMYUs2dGl*g8b6y>x6td)SKC5Hdv&F^Pw&OoepJ?R
zpKWJ6)gMrtr)n~0#>~Q&4&5y@g^(OgGcF7(I0<8*Z{NPxKOaBz^H6bj55#?e`
z0GdFxXc^nmf&EN0dcNB={0l9Yg_N3wM$WF7$>pe~1m2|Pe>ygHTz4Cn2;|+5(%(46
zV4mHb=HE0et)xp=07rrZ`Q?k#WSjDb`9h71AYsj$>vOGsZ<=tizWa1Q1;MzY1!+Dq
zH82$VzF7Bu!Pa%Fm-Z=-j9dL}ib3Q4>L{_9f~ZH@9h^ABwnG2*+o~Fa^TVl?!$SnC
z>ic&gpFVkV{aH}t?9iw%nKG`pzNFhgb9XXj=mfsoD
zapckAKELjZo;BRoyWjPn9-9)?JO%!#%`>bNs;!rO`sBZL5BddBZWJR@D5eXNHd8C+
zaWv_S?en=vp`~b(r_jTqU<-X^Y|Vp_r;?H?tkwlU9JqwG*0Dxo2*$f!@pJ;-8-Y48B
z9@2!?Ag3#eTWeH*FZ(hlArZ#&oH=ujUc7j*p}d-HY0OmcjuneXv^cq_aL(%6VJ<(N
z6Vev+2zqf(vuJJZo0UquE<+YjR#OI1H(SlWg8N*o$;$3+cJe
zQ9mEt@%|MO8mT{5s=K_ufQ>~x8p6;l=%#D0edzXP^Q$#rXw&Ds-?0)7L5*C{?9i((
z2wQ~ewdl}=egp?aEIJ2Z%Rs825h;dq`Dt&i*w=8MrUVhTVf?_Nb3bepiq9fw)tU_Z
zMzpLy@~#^Rj4dQ7#ULBH%fx7#KaGXy&$%?NZ{5omG==0H&MLKZa7g%`S~KI%hv7aE
z_di%c?)drA`P^qn56&a|uc|1&>kvNnxaf=*ExbYv12+Cw#D%_ERlYGk&7p5j)2s(XOpAUPrX-QL;^Lj-XTyzge{NMDN5k)pai_zxDsUBpvxAF>~U2
zX@H6gr~E+l{7;V-XQ1=r}$tMosI5J!0VU|H9#Yg5wSF&fcEPN7!;=J~_MYg&_qF=K4V
z;4E#?c!6NZm#xLWqe&E$B3l~996Zt3YBP{MoEFj6%}MW8ETDF9>3OsuPWaL9bXoBb
zwU$dho++IcEup(1J3HG=s#mCaZB0zeVsvrR1;<)sNSJZXfjBY3I>3Fp;@QRxBHoQ?{EOga2_a-&553#d
zXV1p8p)S`<@E8Xt$d6USBs|abB}#bo(rA;V4xEPdo)i^yVwhYuD=XUrFs&=&5#epmm=4
zpys1`emi>mtD8s2X=bCaD6&!F9bnK_v
zD+k!iN=ua?Rxz4Z;ZOvHdhi?+-1-}NPo26e1xffU?HMhuk1;Rb9eSm|Wv(99=tlK+
z^`?xgL`xy?eGBwZ5%4@juS!cavIt@JE6G&eQPTJ_;e7=dKy%26Ko
z3V&9|6k}M*2oOdILR1-zMY>QarTY*cp&UE{;esAMXDIdEMZZnw?Da3Fbi?P)pDz}w
z43$a!ujdlD5Pg(_l_M=l#oqVatN9sJ$Ron
z#(#c3ZP<)JEVgJwNTpZh)@({(4xU(vY&`1d<%>3fA#x~y)P!(^f56hZh)D;RN4Gh;nNj9%}ij)y!!LW
z)X=n+n6%1{yM8#mj9IZ|RlBP{FV9(UDqgd9?8&0R@$myThstm6yl82MI_m_b;5XJw
z^R1T-AD$AMGRd;bc&U97Y56Cw&evCl|A|JUP&+-fa=+)fde;v-D~x|1-t_VC$dN0S
z=S^GwG5z#!pB`@~1;P^>H*;qAXZuR&bHkHtZgfMAYMMEoz#b3cx1#wRn$(Diu
ztHj%o>r&RfF+hh&sF?U#X!(IK(IHxBj-y5eOPaUH0md}V0Ral@7uR8|JgG%KINXOH;f*OB%HE}%7sf!Tb`$(x7aeu
zCn@~(-Q3(vS`^oReLhsxz@<&Ue*H@HIwI$C3)!0k4*=i;uUr`e{WJ_m(;Hwd*3jqH
ztLj|e+O{!O-Tk_6t~7|Pe(>bY8#Uf5%E)~L0_@?)LTZd1Yg5&}r4mKJTX*iXqQv~h
z@Re+V+;o(cF0Osk6Z(APu1R$p8ZNkedU2sYIh~NcvCvXd)mtw?>m^`XKbf2j$tfwB
zWQMyB9cm|;=7yxB8VbP`mZCCP^zx;qv2k>5d8O=6Xm1+J#IT
z8sQgKbRW74y*g*fi52-4aNPs3=Qfqc^Fjs7yOBq7`SnVx)wj
zs$xWDv!Z;HPtVlHlf?YI{OtX4T2usUsi|G|m(j<67GGmW?BiZ+$4>D_>vL;ad(r0=$En}lU6S?c#TkEe)Ip#6g*7Ma0K=X=Xqe{BI
zcU-tI61|glXo`9wuSrhRm9M}$L@A1BJUKbp?d!Js7CBE7v6SuFwYz=iPTR)$H`1pZ
z`>{Q+1MkMFzXMJUY5DQv1FlgzX9L5-jV}-;yp=i4-PhN7>qjnJA$ulfa@#!uzaZQ!S)Nhw=)z{!g0{O)hnWZE%
zqmA6pr6SeQ{by}$3K@XJwXpBZdQNr5lP5~#yWU?nwWu^$8yI;tc9Cd9wAM2;ETf2R
zF@5?(7nf1Q&Ud3f6nBs?fZ@}tE5ngjmPqh*{&NN`n{mJ8VQsasT)TBwuX_E~1-vy}
z{qkaPsJdlM2)g3yRRb}S@oX#FZ?be{wUd*R+8SU$hK}BkG;+>DA=)YUso`hdyXw)Md3TFMrI=a5dmxh
z5rNMlo3P4qZggxyLRQF`bx(r!tE@|Sb7*6qfdkue{>(OS*7YrHswQaXT%*E>EM^7@
z;==IA%F6nd=@DDC_kDS7@c#RVp;Q+tG_+_N_eeG_P45MZ1*K3;h!Qm00K(@JvThlq
zR2%GDGRw+JQ`=nfW#yo-vRJb6Ns}fq&7d7Yi}{Qh9k=%5mlL-KoIN{CFU*w4O=O0f
zd%G`sl{%tF=gu-EWnJUaWz^;+S#QJ7ioLZ;?804V;_V%X*}_rFwraJlOmEr|gMDe`
z>?pJAGw2z7v4X^B8yz_`w#|Nul3Ii0^XDfZLM2Q_>{;H~`
zW_wJGdfD7decHaQsDJe_IW|@z_JBka99tU<=kg>eSFMK_nzmtOB_BTqaECO84_6?w
zYXE@PPzsI;^v3e>AT<7(O_(5kc1hY!G|jxCGFk#NA8iW{S3uDsYJ$zy=r0$pV7Ij$
zvZdEvTJj$*Kzls{gIh&K%Cv%HL#&q#xX)&7FVkbfyE4G|ct_9~+%5u`O
zs@4r+Aqa9-$Fy{HcyoSPyZ0OQcP(uw+P-etvcB|&cf|4G9HI^$jOSVWOt+Yux5gYK
zCJrQNeE43>G{&f_s;U-Uph0kZM1&$XZ5J(7@2~-rnBZ<#{Kqgeyag_ne_GlfLxq)<
z(&@&S1V1FC#!s3gM}v^|s8KtR?(O|nh;YEI_MmpvKDusnvD!f}YGBwx576C0+v
zw)o~)e)EYF{gDI;6TgAS_6e3E?&wJb>kxJ$e4o1d&gExLo)qUZ?%1(bF#11z`lRiB
z?~2074;3Wf$w=DK%qNd5)rv~D`8SBc0@+%C0+UmZ)@8MHQ$vbON`jViRdx0FY17(I
zn?Bus_3HL~k;O5q;}@#GR&m>T-rM|siG=<=?GYoE&e++qw_}yYSpA_xJJ86G$$8jN
z`F5-%gFvB_=5NQfD4|s~{n{k?qR;q*c3ecVm{yh7F`@K*#$<{a6qB?8Ttd`MdZFj#g&SbXmEFS
zyep^s;{!=S-V&HAQBhHL^oRQC;#p%)oX9zBDs0K+%en#Wd-&z<>F>avU&SGxut=&e
z*(3F}bMxtHT3l~EeAodqvhkWK*^9E?`re0+964~Mdd>XjZ~foBTUt?^t}edk+BJQI
zebGq_!3&J|NDEk>_A0vVX=N_D?mBqRpsusmx(BpWyckI{XKT=d49xZdKl`ClV55g3bIuh?47(EABmHNPDuAt6S@bNlL&T
z*{=ysPJ_0F)q930>qv7Dx|_BCvmo``?&g$|RrOV+rq+uVWxaUOgTNyT%2P6$yFquB
z4(KAkIL)K0M8pH@RddcdR9!?i(F|obJ0~akab9f>joqpX`V_UH^kLQ@pJdOcyBjpb
zdtzFIDaA#mAj}z}svkM=3Nl5#fZ1``;}kXOfszD9=S{Ktb-s1yrp9{ry`le-zz8g2uD&p+hQ5Zh8hYrZOut
zbKAtHsb^YXut|rH3jgtABNJ`JUNT2W*yP2-u#83ca!KvM5BpkTV`B||j?mRL=K{`J
zxNs+^GBU4n6eo9EXmM}1-?(Au=jRtC)sWu7$R}#lDkWsIiY|qZaUVZxmLfMgl;BBc
z!7U%#IdgWvik;AJk3I9gq71hTqq7|HtCn?tP-PL>K;Da0xOVLtUUMAsk5VVy>o^F#
z_f65*H^tt;L1xpYO?dMrpC0EMylroK_F#3R#;oflDU~`KA1}@Gna-Kh1qbRYa2xkW
zl-5v`-i9)Q(6P2Y@7OjZB*bpbnuli>%Y6Czy>;u>50oEWN%#DmI_Sl!2{
zJAV55)q!h&byImqXq>+EZ(*&Ya-RZwtXGv&PzX2pRuhrM1RhC2p(EgjAL|j1f&w0s
z_g9AQnc+TP9iJtK$=;EWz%-ec{`52wIIMni{ZgK_^Q7(RmE#^xD)~ccv51~L-@w;5
zy;RT%^v6xZB~50SjTpaXF?FiLBdV76!05OeG7oNr-=004sfM@Y>AK7G_Ni@gsNNEr
z#o0veeH&sX?Ul79nh|YSRpG57{`n_>Tmi-Q_DaEKc1_=cspHy>?Aw%$WUej2lMg6^=<5vhHnaF!Cs3
zWa%`yR~J?&P(k&h<9__2MJhxdL%6gIq#!2Sju36z23s5}4hujrxBXF+H3Ep~7^o+8
zvhc$8?J{Vs3{b8qZrk*d8Ovr!k!n*?kleb-m<-|N5k8Z-`Rk)f_A6%xgf8-*Jh?@@
zzMi1iY~n;Nt|G_A@9RHIF)Gmud(*S@RWU<%dzX|DE@mL%)f&7PP`nHFh-C*?^Equy
zHrL)drpi`6`tcPU69VKSR5jd7yLl%Tds^b@#6-n5O-zfGA?Ce<R=WK4Y4l7IMZW~mJyQ~-HaIXcG
zit%RCX1RC9{9r_`t}m7LZFJ9p?JA-nk~t@t0#P^`ypsB0d
z?ahrXfpKvfI6hhV=iDruUDOIi%X5Rn%A&3uiits8O>7O5>g*o<^Ups^fuFh2;vrET
z*hNFIw56>I8?IC_d0d(;HY5Zs(Q)(VcPIO{zV4D}m$o?7Ey8BOgS*p=#vTDdVfxKar7sXKijwm_55Q?y({^cW_~bb6E@b#QHYviUYZGZ4&3)3wea}
z>uO^ujYqqJf-q4JG~(tAnq_I}3tl869Riw8_lKRn^
zgl7Ws6LBX_$T7uBxo6K?FJB(4)*QEH^+>!X3JJ3A2N)2FS>6E&Jy~@g?@j<{KjQM`
zq^HlHpY3xW!yAkSGV%gTkv8qL>kd_kNootdDxyq&E^7YG+!H;0{S?zt#l^(N0-oTA
zi}W8@DfZYge@^#>Ey89kO^LGEP`ZIJ>cpOy>cCu2o~YsX?~yreX12umH22UXSh*-E
za1Qp_47AH{T7Bes;4q3VZOE)Kj%10Qx_1v`JX*%vx4k$EGL|NCy^80}o!b?G>L4~0
zUz3@i--*k(e)Hz#v%ElKullqYgZeyX2F#Y5BL@#g;IOU5j2Y&O7pvlM<$}$uCgs&^
zDlIP$#Cng&`j~S!SX?D1CjoPCQIPx0+(MeVGCx)d4f_RV!I(p|PlM68F>`<2haf
zoG9Q}>>lArr!kRjCi|bCIJ^JV8#l680#E>9)D?U7+{tZuN7_(yWu3Z+A>3ECpjtro
z_pyEXk+0-s;(7Rs_2qeL=0Zi7sQ7i-*6tkR05eT{&+nBXNY=+wrXeAcsq(N9UWQ?0
z`Gtjq4uJ%G)22<+1`ey6#wDrv_N}zCa(K{`85S14B&f_1eDHiNa^4zya;uO`{i|4NX%0qd>bxbfEBfwN^}D&O4bj=`?b
zw)vf0$Xl*-a+)w`->rgzE@X0c_IG>@VlrWGgre`9U4)8K(KD4^1Qwhj0i*dg4qS@}
zaUidwk!sX%dX#6I5$a!Ts4fmyxLX|25n~B|3H1CBEeU
z;^-5-3(rEP(me0n)-_cD0ScuAbWtN$beyVWV>lCR-_*|DUZbJO#&XcUCcC5F=K*KdMmgx#OUTFb;aSGQF5B2i8z6k#>TC(b#){W*p6j18)@`;kMn!a9RP
zbO4tZa17H89{lhFFW{``*f$t|_(wf!czTmG<`|84gW{TWpI<-vayWTd%Srm4O$`87
z4uJ_^Nqz(pjDoMaNv3<=w8q57qOjig8c>pmWk7MHs$R+%!PFxS*EV%nyLK2OSTdCo
zYeZ}f=!CHyShW{&KpeAb{o073^@L7crh0z|Jx1eV5s{Nc)i1hF9w*zIGB!mKXQw=7
zt*WH9SBc(?PW^1Ht%H~XEaD{6Adx72twf&XPKYx4AKSyiW*iBc5$#hQ;4d!q>({DW
zYKPyENq{FsxY{@}~+W+ajsJ~htnwrBObR$Om;
z{3JO`DXMGABbT=)8^g3oPL}&%^FeLT>~Z`<$8mmseg<*^v2zAhe|a`oJQT%P*Z4@T
zPHW8xo}NvHd)|bpjOn=X+Tn>Cf6R~h>TuM(GeLnV&{3;VjKEy}>*V*hz`fmvgLY2s
zG}M(rF=XDj{R`DK&S!aosvkd=c09rm7FINQd;j!)!f!e_I4mFKc4&ycPqPt#nGTI1
zMxG5-M@G4K_H4dk;!wqeMFBMcZ`?Abau<-6HWu@_zOG`y`}gmAW3(7uqnN*p)gcI(
zs8sdqyd;*qLgav+r^yjk7A0%!xnQJj=+!uiL)Xf=YWnKeR}~qz(&L)3i+=~VBbzqx
z4iA(g4;%>g^_5@@18VnAqG(BFBMb$z-lIl!0aEL_xO~X4Vdf`h9MMJ-pJ^2e$QI?`
zTA7jFj>IwfQiqdAg1U9oSqZzTQwX&V%eWzeEO$*!I`}fN&TC`}#jvdJ&RD$@Q+(uJk;BArXg$*m{K5M-mfBLF*}8@a1=t
z5)!at+%>>+whm)hJIb!ta
zzCZ{bKi;>cRkm{F
zSOxaXAhPz5DhIs*%Tk{tw{OZs)tp(tdWwoTf|z|{`fJ{M^ymbbCA^+Kn(^R7k2!mv
zFzm+&g7bNrfts3r++cG|mqy~8DTDUyBs+N#^{9?{A&VuX*v}#ZhpRd%JI3y}BD#1=8!$U`psn&k%YBJA;Gm
zDal?w&W7K-;A7NKd$*;S9K1HBa%h+MKYg+QWeTjce3AOubx(0tIl2fRwtZW}vcJli5gJhncsnT`n*3BHePfCWA!7
zoL;v#B0{6V3rtw{_l!aNB11zv;6@`TODHDRXMjh2CLUuR#DludiV?i#z%KIF36Op#
zk#3opx%_E#)$~X+pFVBcfIfY;lRXE0a{aXq_?bByC$PEsP?cXSxtNloVPj(hX<^x#
zUWS`PP?erR?01|AVfkF-&meVT`YB&*Prjud>Krk!K
z1QAVQD@DbW(aTn^o(4%dDaL3h{M(bP!P>W}lSOnTUSQ9jr#Um<+J=xXJtjQLWj(o&
zX1Te!W@ggfb;ea?op;@FopK?)LsKeuJCfvhtox50UR#hi7m%D7AuZ@l$gruSQ+a^&
zP^_X0V`(ETwAhKs1WX|xJ#8uXO~Jk~^?4@Qt=690yLowG44xM2M!aCgCii754m1!=
z;(vIOU7gb}UffHOZX$t<3!~Hxw$=@K@#@tcw$kCfUf7@gF)_m%{=CYlf6O;=h(3`y
z_STHYIX^){MzrV&*8Y#Gs#sKI@?q9bB3JqOW=pZ6;;hM&+ip;uL@`X-qqE|#h6YO_
zN~E7UDbAvJHK2e0K;WSMvAa0Mr1R##pP}5^Oh}Gy?_<2>L7`^*(Aj
z;1ksXzZJW7?i3;-f`CRH^#p+)T>l|>+|b+}@HQ5vdyoD0Hti51JQhqZjipd-Nw|!@
z=@UYwTOVIOfBp|#m>0(0-MMOTQX&BwDOAp4RZ!kjQWOoL3_cdrxK%Jb3Yc4l<_}Yy
zhY;}f8tdH@^{~{$zhjdz#i)S{!1JY!kciloc1NyJ%X-0-GfCKk;
zQqpkJ^8T9fBt%aDIdfS$0NrU6K9_lYc-3{+odTw@p)+)xP0-zZZSf3B9DOuvd%k<5
z;o;!{TPn*@Q8GeDCk_qSd_Z-fJgT+-{$!q4yS~ztEJ3&#QjWXeq68o_%qA?!xYBaD
zKKRa3pr?>Yl#zE5U>3jX*V1e2)~z(G+Hd{N1#}^KWSYV7iRR{!fq`-iws;DHll$h)
z5kSCkM9b(CKKdBoqn=*KTr+WHr`2(({@zY}*r})Cz^#|NO~r&#q!V|Xkx*jH3I3o5
zWp7IYpQ6Q{x12rWv->xd%~~Xtq>$BR*B!Afly;8YzHPQMG*qlJ4Z2d;hX{N_kDfh8
zWSW|}e0w=sSQ_y9olGV?iJ=hp2FiaNBh#NUY3M<;7v=&1oE_wg2M!*zBC_~I0wESm
zR#g!j*Lkd0IeypN!e~d~AC(J4uiD`-_iaH1a`9R^g(5GPmFf*3kmmmKG&+O--C#0`)#WgY*CJb$2Q|1_EOR30G=nmY0_ovIMs%
zCKZ2qa;zO)L_2OaylV%tsKf{p5hoGRr0)-CX?4A{d<0-~%3G
zwB1usr-52pI{+YyE>Q6myVqr6^kt$PEv2@zr(j%jIo6Wh*b|6IPXQTLQBiSpa+<;#
zsD%X;$f@v%_wL@ct2u5tfRN%T`Q?D2LqmDPlSxS-&yyCIf_eO;w&YR$&fjhbT-A8!
z(w%UUA{YZ_!hugC9mHWX4QPb6w%t8%Fc3vWGzt&jUaE6s?ACvR3Vu_%*sG@0P}>_P
zR#33Fx(7acqpRyNaU8(|f-TN8aU-7s58Qq5AOsr>|8lQ@LUB?;75E96_W6
zOi?!ibIVqT@RC6mYgRJ)`9XeO`U;4FoW@T?3}#286~fAjwgnWoqn&|}VJg-+sW>`1
z+U3`eW!F7_jZiak+YPjAPPTc1_1H}=e(lDM&N&+{u6{AXi3|u%(l(UhOc{ZsL1}p*
z1%LxlQG}-Pn66o?R}bM1hvFb7fR4Msg{lwRQ+|bgx97+SvFJKfC5TS-xIJna_oJd}umYrnraM4VAP
zwY#?}yu_oBRzC(!o-v~zmxp?)*-wvi!jzHge#Yh@I697laP-)*iTv8Wno3EtvBShq
z731t9x62OSeSu2IuW^A{u9PaqBh0Wd6a$_7IE+jCwvz1HDvZZlpYr>T&NWBawSvT
zr-%l#1JlgOPmWUav;sL|s$=-^X$O9UC&-wrojG$RQ*ibFFc59^!)o)BAZygB`gQKy
z8Ma+KR_G~M@>IwHB0@!KQ}IPn5lR&rBbCx;PAXMYQ=3k7Me#uw=~6Wj226+(Iu$~d
zAxiQ7-Mc~9W{lc}>K|XPgL(XHsCK})_t#wNxoymoA0p4rbsT}04J+BSV#Nv`)-i7$
z6+33Y9R&%cORzJ6Hi^pqRYYIHy#nCTXEq*3v-il6>F_G2`AnTL<2Xeio#>3Gp<{Ly
zG%t>`)GpIe6r-AhEQYRg4o?9kT-__E!1>MThtdDx0?g4;5-vi@E?_J)mGf7woB-eU
zXsFUK+#Y16xqOF?ws!CM!mmCANsI%Vx?#hH_n$v6$jSU^eAvV%T38i^=eocYfitW1
zduaOEhB|k-Eo(&a=pyL9NCTJ^LEEC@w-*-zt1n-PyDYV3X&F#e5V)2
z>7Sf9C-Tghp{|v0kBAtZ_}mdiXp)%EPcGGZ;~la2c3}of0!fA9Dk@e#$&AgTnQM0+DjiWvc4;%T;px{EQR2?;{u6iMD0UIM@Nq!-n*%KlB}GZDIf)z
ztl!{PCVzf*#y6%gR_gZc+Xa*3|ICb+v0Zp|^MIi-U7kIC+L=b&TR^q;OPBgVcW?7O
zx+Z<={5I8iXr80}Md!kfln*<<_mnDdHxk7iJ3C)GOG+KMU~#EY*+K4uz@Qf%3jPLm{RozPxKfZ<>Jc6(inj|3MNgy*rcrDVs$fF
z&ZNLdwUjb%-`?>UL6A0r1WCrnTvtEhm~KxN-}uILF`YfT=E$F|ok1b|!9B67a{}L9
z+Cb}7)S*KcoTm!>XPbbD?;3LixRYbLJ(^
zNwRtjGtbh>N}7~vhrho)*kJE?gUM0paKC`pNTkmv=)+*d@*PG=vGJ;*n%@=uuD&?pzHIVdLMDp240O`Eo}
zduSd>!N3G4Cd
zI4O<~40-b^Rf(WrKm)k4uGk!Jf%$H=tipZTVLe64QLEF9-G9iM$wJA34=D<9f+_&7
z1^}y-{zZsFp`t>|r6ntCi=mxW{-^1x`dE)0_%nOPn8F1+T+-7EY=Ytx;9PqG`61TH
zl9ZGbH<4}@x_y%m1-cUSEXm1pt*0Eb+U$Qr*G9~?gPEi`dURJ&fuQVzrM4-5LrM}z
zHTU;7{LYJgeW`(niVDNNM8y^WSJvw~Y&uF=A;+ffzm=IOmEO{P!?&CIEwIks-FCsl
z88T!@r!HM~K=w2}W~KASZ+|ew56-|uqW&*QaUf$5BDNvfkeE20)RB*i3yN5+9VTbJ
zi;Ec+y+>s@7ZQff)a%V3_qlr?CJAr@4ZGR+WpL&a$&&dOwKO{^f-(_K=@26~A(>y{
z^pVi~QlVn8H>FvK-Qs4DAVPDIfh4nBe}wbXkViMVsHp5>V_GwuyOWl_k4i&I)x=5d
zJ9N;2k@io*ut9_5m!??nt{FC9KpQD3sUgLhk2VpGDgehF-(HjZ>euVtmo~Kl`#A4>
z%~L)|)IL`ib@FQbY5$1&-=PmO&bUpEgB&p*>-!F|Dau%^?hhUXYEyB5#FeaHI_q~mut`v8=&~A_
z)SElYzklzDD;HH;Qf5&u;OmB#kwi~Vh
zf>SIy)#nPVkaj8756^nh(;
zR}K1xFbWMipmnc(RaNULu%0h(Fn(50Af(Pk?V4J+U|b6d=l3@%8O|SC2p3(y$Fy)V
zpoA$KxoPwJt?#4@^6aBW3e+CvYH!@IArqMMZSLOUqoySBX?rHMtb3}#BC<#1WNuX@
zQpDc3J1&5G3@ya4>CYcg;sp#3Q5p07%-mL3HGb_bVDmWkQCWAja%5yAMTsEr$2bt2
zm9H)jHPf7>rtz8)72_|N^fGCxlA$9ZHqsKR0LY(pUJBp})zsYs`+A=L{qolww<_lr
z;($-Z=_dTWHnee3-ey?N`1R|xx#V{ETlU7`&2?9(5XQ#Fq702yv0t%54j_Z2?>%;`
zn(xaty_JGxT|U%XejA-pe(;@7{mtz%EjGCM*mLI|g=k^NK`?{^o;~2*yLb5~XZ3-p
zAkHUYIR!l`yWP4-H5isWTq?V6!Z9nsF}VurwItPT8v`5v+1=GGJuVIWt9D
zi}6#Zwxa-$#SeU4Hm*!zk*!y4S3cB9MWx-iZ=MvH9ez!9b3e3ye;~(5Tjm|sb-Wp@
zB&7$xfvqr>_s6z5*&)bm2SKU0#~eGdGUc%zqsnxA8)H9y{@gajx_#mtdCv8ag%>SK
zEJ`}0<9<&T>TN4@9%^jdOYn5&Tacymc&`>UZCj8yXDL)EQG&w?%(Af&{v)MneQLD^
z%?2QSpI%=ZnXtm$T|cM|L^^O2!H$Kw3itH)+jj$TD-#9Pxh%Uw6NPQR*Q-VU0a>M>
zbK2WWk?@(BnI#)-kO*S#_+FXearf~An2cS5*pOcP^QZEWhP2sp=lT;p$rC@gQ97hl
zEZBh0huJRJd(Lr@VR=UhY!_kh2~Rt*t&ah+E8eE5VCUEE+fLVr6wL(CoWVUKcJJ=3
z9h=_Pd!{Iti{Nm`(4jhxcRP_Uru-7MzN1zHrylpAu8x?}az`3kmj*uMQn5R`a@W5d
zFL=_ob8_gdQ3tzH2F?_mTThZY=FqEwvV?e(k#*4x@QF95val@?g)
zmEqEvzub!LdeKDPJhbagks(k-lOm4hkw*NQWoXhTcF7)&FEaWR9q8fd
zL#RRK49>QqW+MQ;AQNMuaHX(?qG)Ke3x}>E2YG`oirQgqZq<+FCq#hNv1994T}uOf
z{W!`nl7g?>E6X8V9_XxS*?sA|P0N6P5+JaSS@(9wkt1q7M>}cdPsOUYwzajzdBowe
z_yx+wo((a1UF+I9d5*C2x@8+i3j=)~hX*=UTGau1YjdEAUcHiOXpmV;lqMp@1Jhcw
zoo?>#@B!K?^-OQ)xrh)(v^N<_e)xI802IVU`$mFQksth1v2R5(2T7221(6OOpH{zq
zx1i9JmX^XB%%Ul1Jr>B5i9x+J$x^~(q2dZMB9=Ovz=%;d_u>uR&W)-vsO}q6vS;R6Y>zydKTQz3`gWPl
zMm?KK9-4v-%iRw@!p|NTZG9YQzaR+BawHM3d%I<>XQ(KtZ!h+eT)@wLCX5u;sAkw(
zSSN(I)|3pU1}s)-Do%~hp0q1%W^PG3om|^VvVqR3cuEa|E;33xIsNDv__I&X&!~X+
zq%c(iVpvMp`P$_%ZhdNPd*~2^)y(TzwdQ#*TUv^bXtj_aFzpz^NhUN>L6k_cPVpN!
zOkLV`!d9%H-|d1&F(!d5FAXgByKE9i84olgz7RY(i`-!1qb5doC11KktC1`TxIJc!
zoGO7*wpiGJci;zcY=NvJ0xPw
zw^PnQq65#T&T4#kyJ^ZXB|+ALgr8ujK9O2U03+?&!UOQfYCtZPZ5=K=A#p0MMsQZZ
zQu{PCulah&c4|wQ#amHH=SrEhG;K+a9Ea`=d$hdv`{dWKH4fT03ChAJTJO1QsP>oMWkdmMoYq#u)
zV6YNdOp7)m-zeO*
z$#TypE?CfGYEuPXmcP2|ID({D=Vsp1=OlIpYZ
zhjf)|=mcCxGtmle@{CS#RnXt{3=JJ%CrOs5jCOx({pvv0d^4L%PF*E-6lS1tb=SKj
zalPe1s@HAX!nt$r$g4j%IJzA>@A$Z9{~3qJkr&hQAUkHvm>mHDOIc6XL7%ICz!NVy
z<6=#MY_hW>)QQ`Et=ehZ-;#a4jxB@3YzMPeq@dSbzlvvAd}DJ5g6%BsLkfDa?>~Id
z=-amy06Ol6z^(xpDg`}Qt-gJq-Ov0dI=UlPk`}7un^Iqb5=0b|n;SfKYgNg37GHak
zY`Qnigj>d^9OQUEIIQ29x{+n6f~892#Y>l74D|<~?4zkEE$+dbLH^Vp;i&E2yH}*M
zo??Vw-NH45>Jxx=P(2a%8aQV6;lm+hGQ!HQ9!3LsM?Ufy@YG(|vWY2`l`dZ?_k
zvva>O4emXRJ@x2-Xw`(?lM(<=AXek_-YwPdCR#68pkZXBy5;+8Mk4(Y$rG>s?Tj;_
zq^5?3l$k7q^X2(1ma_r?;uGki=0f}3ylK3tse0BLXvWD`uH?|(yW!pKw*C4Cc2LQF
zy9w(i^{7et7sln5=2iEF_+(+gTS<6+JwtWc
z%G;zWq^A6=d{_0yuEYUs|1olVZ=%+HPNZLTr>`N(UOpBstN@K{7khx2nM!LfR|(bNtKNSMSlntR{L!WGv*N`bwJyJZewN{0Y<4|U
z_YxHIHn^Z*nhzd)+Q3}MFwFY{x)XQmlsw5eK$gQO0_8h!!oDo-J`bj(=nTBvDuQH+Io6j~FG#CHSee@`YV0pY*5jg&y9t3Fq6q#rXjyrcw0nnYU$rNWrBkU_3LOX#B@dC0ezi46g
z{`H}Iw>V-wqm|CiBfTGnp8-5R~R5vK0a0ayJN1B+t#gF#OTxoCO}s{q~e`-CMgM)yY+{wJi``q1F&`n
zYv%?3-TU`V
zL2F*vkAmO`TH+7ZCrKW3(|2KXwNVmpfGhPSf=X|$9iHk@D-SUuld?S|S4mizXwZ0`
zx2ONi{2N==5yWRf1;#a+;;ZPN*o&4K2Av{e
zrR(^DqF%ZqN0QN~y>&{GDF`S4?Vd1mrUE&rXqm06%Z6hkbu!_$xZ*(I3O&acn^91L
zXu<&>JpK>|Q?!Ru#d_rcS!P=6ACKnDpI=6Ect6#HA
znN)OhXGi<|A*zrLl#0EX-H*nyAMYpY&KRe*frh!P_zZUsVIE0%9%RD%Y|CLG$gEAf
zIDgQ-0mFu6SEjdwK@P#6#$v8q<5PZoMoj7Zv)WM;JRg^*MAUWBg74~ZRhc_nOF12zVH%`JQrBavcVRe!Bcwo6_
z&z|ifzJ?wT3hnpR>C#wh-$vipCuXXD`ts%cX_4Gq-S|NsaC@lT!pej!takIv{PDK7
zM0m0gG;=5j*Ud9vQgdPO^8=VIY){mf?em9-q6mJ!ZO81?^6Q(sScvmMYZ-O^ZRH7c
z4a2$dqivw`LXit{QtqFd4H!kcKcpei9*JG_y9o_xX;n!ki?$+LTk>F+x{{I~3$_%l
z{ez%xYHAO&lU={g8$}~Ro~u-IzCIu-L{$wFlbE!Y>5WvX#BvN@k~)qyyhVL3^_lzj
zHuW^wW6!=iXGj;^o3ecQ$3^uQryRQl778LxF>!X~h-zPtC364jf;;{xEpbQc*C`)g
zy>%rGCPlR;CwDc95vdAx6(}!-La*p27uYNPYY@E?a_|W>Ivam^*%5Zl;g+1YTUyU?
zUACrj(>4E%!_(^fNlRPFc1`h()!f-iWv8@!_SvG)l)|E=J)DDv)^(el-P3Tupl)qW
z2E`5-6x3l`#<4f$zcX)KsrPM@H|?X>3gf~UWxc}}9vR$7N~^mNEk~pX4S)IMN!JH5
zB5E)j{G#77j4I7Rj@m!LokfWOA{BYjvfwfjlg?cD?PPtTU_rVM=Ua4ThTJa)=Bm|;
z_kDTW4k%C@!Uk)K%+e7Sa}?f84*l`aYv;^U*dTzZC}S^!sl)!_wetP~OQyu9*uA?P
zxfaE(BO0CeRqlaSO_fUbYAMC)Kyn^p8$zMYMFc9uPri0Fy4(Kw0#%j_qLqqJ*$>hKRTFPj@~fEIG`0zNWPM476xX^c-xQWe8+my@9Dk(^BeIn%I~=({
zSEWX$Hu#sw;T|(zUZ%<&M>j^QQX07x4KMt`@0j-66G!FDjV#}AT->JHC!Q~Ja+&ds
z8de((V*b&-j~>PRw0U$`Uj`XK5Wt{6-zj>Fikj-|QNc-;1FBH8RioB+UIYMK-6^+j
z77Qoq5+C{TQ$nLeX1*i7b9b(z=%82>bJOwW9}=Y$=CYnVefmO&O$!(H6gHP?AAZ*!
z-Cf>f>3|3d%H)n2PoG|xHRH<67t{l3sdbZ^jsI2#Fe-TVOsb$UCcbd*n2K@VuEyUz
zPoVJ*SVnuym_QogtgV&7iA2yxFv}t(S5Bw9Jm|{hf`Wpoduu+oh6z#Ia#5XZTQ00D
z|J2;UBGLo!frLS%G>)GqqY0p7vJ`txJR%BMZayt_-xdiN5O%9$+xG|-BEFNq
z)vH%a2uK7{S=Yz(Hd^GpC6mp@eaH03)p((inHi!I&O=|7G4oP6!kqeUSXQAuC&
zW`Grjg583_r?&UW=KCKuf|0Uxow?HI>Sv7Frb92J=!1ZVV=---Qkf8l7beVKEOP-@a)1%qLbOk`wS!#
zx@5GE-oQwrj8HT_a--3cF2ioY`7s4G)o5xy;`ylMVclH+s?&e&Kcv|f%N>bx)jpQ+
z`t{<-y?bx(JzHgRssm+NvmxDTw9IL93j#`bL4@)m#X(NMvcciu{V4+V6{)&UC1h+t
zU=}8PBXr=6)Gj@yEbP#u-sFq&oXrg+HL{Y~_3-bt1P4gt0TmHX*u-YgF-TS-h>doi
zJUQSzSd?J&@Jb7AfV5lCT|9Z(G%b3?wIGmjqdJq&zJt2Sam=pS4j~VtU)w~a`lm(S
zgr0{zBq1Ar*R6R1TBNxrw`lB%>4(fg--4ji1&4+8V?*rMY;Ud1dKm>
zHgC3H+@Mw9**kVGbnQaj|J{cV6W^w~XE{D;n>bg0)B5$ju?_D*`1wHB9&{AWso|2e
z&DmgvX!zoE?<444M3M(Y6ct%7MNbsno?J4)AnPIh6nYuijktpRvKAbkRJUqB;M)*7
zOCoUayQv)PCPauNKTwj04@4a}5COw9l3%r_G%K((6uu|)3R*#%#_dibWDS}#s4srB
zKf#XCG5rZnA0A+gCgUw5avdEre5KyQmUBd2gD3rPhLYPJGRZxVKa?i4c?>UzO?{8`
zPOU8NG8^q?kZzom|G<8OnkT)CD$`rKX3cc+%G|qmOLA|ISw10dH*co2ZCu9tQ~F_L
z18v*NN^5qJH%TmTB|UgTO0yAm_y{6)(gSnu`y>wgo`V-@Lge^6jo*cG_g8
zZiv`LI24JluJ^wPdi_do)a+yY#9gh^$U~%cf3)2VcF>r$q(}d>may==r}4_!AGsfQ
zNIEJC8(FPtMq?X0vXX@&y@l*+7#DuKD;wU8IHX9nMDkzcv-4
zhDO!(I*fq9zgHHGaTZ2NlMqv{0M+FiEzaI&F|+eo2UJ0@&3=f_4&oB=v#xgA?@`|4
zjgbLb7lcPeM3|tg$RaQ19V`0qVLVv4A@V_0oxeZkA(~>WC$IF-tA?0&wX|Kj)D#o#
zEc#h*Lv3w&c+_=~Y}b{eM{M;+CDB5T9FU$Z@;fxI)5X50GHqcG3o({l9^X%;5sM8d(7w|=Y&
zyk7~A^#O%kH_}EAuwVI*+@XU^?##5YnTG9zDJSp_Ni~amnnmj~nLze}c36%Ld;vG}
z*8mW#pICTAO?jEu@!TpP-^hdnzua785AjJ!Jy2CdGQNSk=m9DUd2a+o`B7N}hAjEf
z+~LVc9tY{`cg1zH2jq)9z$K)P?$ANBjD9e8el#TqckXPUPup=~A(J`Kcxv9ecWcYX
zru&hPE$<+ykpj2sRsGy?Ogiq0wz(dR9wy;3%!>zo)t>Qa#ThrypdU;?C)%=o`zh$g
zOnIx5(MFb=00L;ij=#9+I&N=s%o3(UY8cUf@8*%v+3FxqNJn4})$K_(*1%=V76V>^
zuN39W^7-x0x^2pA^X&mz;jXZhJ-8n+ZMQ)Jwm|a;O)+N~X+1#7?<%T~e7+H)2{79mDI_k-)^k>fk=>LCKe71Z(hoU(P
zAt&ia&iiLx6pIlkJL*a=v{(6VbmK-pB7DajsE!aK@ew`?w+BPo@T!S
zV-}#48n3H~rgTcwooSQKw~S;;*s{2XhX&pBPf)Fk_qVTE9pivZb3D4P?dB>vB!q4-
zuR74Yklxf_&9-e5H$|L@|1rlQz3%1Tyg4=X
z&j^$clN{y<3nGw?q4uI4BQ&d36}TNx-nJ@TgY9D-0GD8Fiq2F)qKBftw3so&4Spv2
z{CNO}vfK8(2-);JKCj%z-sGhVdDZ-68K3v=i7_2kzr0{%VWELt)q>_f&%fSY;zdZS
z%l+f_{M3Wsq35!;ht@AdC%*M2vs^;tuF8v3q}jw!MQYk!K?F=b$t@0=>8KqM7M
z1Ae&h$@HfvFPj*vjB@PEA@37%vhlenm)wXQeV%5IM(-U8j6kjvi
zciOYs#>8}bI9yS~i4!xOPHi)f&)9uAcHzx^++b~eeZPbKEHOfFvuzo)mvob8fqmAl
z29x^glAN3@gr`E%r0@>I)-0m4V?tuoe%D^w+6o>T8QsF?H_1Cf?zN+B8aQ~c-N{Ze
zz|Ke^DgzarfLc(6<0QYYtQ&r89tfuV}Ci>qGDe6WzmP)vVia$WCcpKq}!x7-jO5+e>$)Mh6J#E#+mGd(N@81!o(
z!U7v0h_Sx1!9K#J5W)>JmUK>pD3^EyorC56i*=C6(Z_W-Mks)EN*wd0S$P$~RR|g1
zcgT{8?TlfVQt-rsIO4<-udlN*yFA!9EQPV=c!odl*}Q18VhKt<>4`9kpeYqe1ZND_
zED!6xYYrT_sq^o~jUF_z!bGtjSBoKfjqD=SaP7t!KKOSpFIIEr-wbqjzHc#_4;a!V6Ohm47UC`dq4
zv~k{GMnL_dd6b6G#VOa-4LUX>w6|j7~4)k7@myfvy*S{%q8@
zO}BvqHNX|Crv5do3aE>%F+u^wM-cc4;IkovWuDcRQ5K>~AQ(`M3#*9WC~-s;rD`z{
z1TW|ZJRC#^FF;uU-_sQ&aRHuzrZ8Gf1w|_3`X=Z#5Oeo)nI9{9V*q0WKEg4I@0=#?gV!|%_QUggwoN9T|zf6_>H3(
z7>(A5`W=c5<(Yq)^U_O@SFp3``{umttYTe>N@FbUm?_bY8d064d)pwxz?Yad0Y%kNH6x5=v#DTPvIPjc1
z*R)^1^F2$)99m&f^79Ugj`kFMr-G*zFqGAad5iHv9e=2{fT238`_(7o
zEi9u^cB6?Oy|HXgP0=@p24BuSON_deIc^!3%-zjRk(ez(P2L>O5U0PP9E9~ab#WgZ
zvQ@S0Z--EC>EHr`V1>RMV-ybKhZa_W0RcMQx;3Os%;ba17`tic>m!f6_hi3$?9ozP
zDPw<^{oKWb$v>vnLLk)j`75L)WNhNSKjYpj+eegiBDRUZ?w?7U@g#(*=1Mg@y&y&W
zBq18|UC7x2s9Oa#cp8|&vd=}2!Y3r(?gQWqOvvf^m{fz=05?;n+TFvS_#UN&1G5R^
zI~%LO63Ym?ic$l#=KcZ4sU>M`o5CRc64qQx=XzER$~6^L7B4O=LRwpf!H}yP%Dp!e0}F%KG4X@*QJB~x#;Ne
z2uIwX4r`;yNE2$8q|}598DF{G$$kk)z|-#EZzeP^SUkAutv?|`*ta~+xw6a3Q3UM*dU)&oxq-E^9U9}GD$$!trv^LBX5krt0Pn
zMe0Yf5TBqxe(KB6-6@*@SY?3bjU`W20qVDwe^SSWMG@i(4B@B2F7rWdhC8^dKb=KS
zMtx@E-P)j+Y4|Q4*nP4P!*=QtEd24S240BL*v&_BAWL1PX_G01bE}9s~qe
zVeemohYzQ51pwbgH*vHaGbR-@IH)sYChP6rn9o497u*t_%gujZLkUMLD&)8j1l~d6
zP&+R|(f#!$1Xv0@%lcbGpStQ^3fXYXIM#*O1e>ja(PyaDBC$RF`VvV`dPasZ)U~KqWDs%mtLe|)FL9Ci$E5eTSybv2$UnOjDUa-rC5oEyon^IRks;_O1(ZBz$bU!s
z80MvYA{;~!k0P94Ew<5dNtKpAWb~A|!$!RFHW7dcV#NmjD7MZbBs4P=tTEJ-_p?L=5}A65S6_=fxbc4
z>FP)^?>OZ0!5AR)5e}FWiQWN|6rT!bRPg-fkN38jCxO%nM4BA{qSX#cIk`^yE79iz
zu9(sexO?kmPoJE-xcdC*1MYkGHoa!$*l&)mrg-`g%|l_~NNJqGAAY|fu5bl2J9zAO
zELWV3gF58h^Q%J!S07(?|CqQ|b)Np7hACzJ{4w@bd}gLH%4VIw&aw#&ahq=S5#@zN
zr~B0HNqfIS2MZ(RI7jN
zj$Wu&AD0aCF8PQP4Edc_xODlQ<}`@IH8?VswMB@Zr@>
z4nWH~`uZ*9{4fAT+B8&2r9W;OYGr}Ji~>WB?sPivbW${fGDN_Q`gAdSA;>iTJ4nG4
zlJwSTW+g(+NX~~d1pZXk@mL>@ISkIHgMuornm&s?eUq@ntn>X2iL~HvFVCADfAz-N
zRd=6%yTr_h=$Dz$a;Jhwd-kj~mzGn);cWD9>wCYms^8e$w)b+0;Io_LKP-BpzMiiP=z_XI5hqP}tTtS&
z6j}!%Bm&1rrk~!}Fm!ZhGPD<|v;0no+shy9qnO7_7F(YJ=W=!CcX>Djsh|QOy8-FD
zX>0GOtQ2oHRJ}CzN1fM|f$;G9BfwXa$Ny$QHcXS_l56O-IFw>yQrKhIu(nieW*fuK
zC>GRj*2vXp8<^1XD&>{9vcZ4fdiCmPqkMv;_2qRs=*s!bZYb6V4bhz)YpJWbd;fj}
zD?ZjI+V_}ys@%@b^kxM3E@l7Ssb9ssN19YOnpEVksjps%U*IasIkRRdp&!iHG%>c(
z%3-UK10sPI|La$)o;c|4>5I;f(kla$@)71zpiO}u+X%D3M_+XIaA=MlKQ8LlK(*S}
zmrfO~rXdH-e*fzx*)jF`^ERO1#*95u7l^MAh{N-#25V^XP^ReUggsjJxS&tO+2!HZ
z#OIQd5()#KMM3lMK0qH#%jip$u7jnssE7#0qmskCHKu5rl`gQfYzV|lHTEN8f!+2X
zx*VRyI>yz1UlZ50;loohGnGj!hOn!k^WxEi=GG_k)udKBn!O`^0xhgItX46q;guX4
z?bs3&FpY0`5G^G!{cgy(kOi=idnks)f=+zyIW?l3z};ln@LupK?-<73K~YcXHMdJZ
z&PTI=98{wWh-fs~MP0gdbO;R^2X4K;zuTse4w{-u^zbOV28~05@E!(ywZ))|IO5S@
z)W!a4m_*?(Hc;x-i)juquW_d}n3uG2SLZQKWqvmdU3T4iki-*HWPsO=k_kMCevD~>
zBetEBaNB+hCL$4!7B$l^)o`^MZGbyQ4{;wRnv}TE&C6dNJ$m}qS>%hH8xP>AR?JG=i)6Np8`svt)X(H
zc#5U(_O(4bz4a`rD6HdW^=7>^ltSU6@$qCk@=-@8c{u{
z<-dNauD0v;%nF~M9*^O-X?G1A#RLV3pm{#(L^nqBNrk&O_CI&;9I?;NXx#C2^hg$%
zwk9W!W>7BZl>W>uelveJtUdlS{iJiPYj79DuQO)NN_Qp8EXa#
z#}-|>?59Y0zOC__yU)H&hlLf9mFj>{gWfL=dEDipOYV_*h3$24o|LtrkgdrM4~~x#
zrT*_@V$usd1LqhW^04v^MKtuJwZ83-_qQ$P%*lij(LS6rh=Hcv7RNVNW
zya&M^s2>f@&3z}{Z}znDJoG+b{9AE_>(fV^6!~Y{ev>E>HSMSTA8fm!q#Ft`=1u=5
zZg`b#1@OhezxCop(82r$N#4_ym6ffguxelipVv@Zqil+wD2i}L#6#{<>axGxK1S9@
z_wMGdgsA>sS8LzMWI|%m1
z%JU(c&rZ`)cW=2EMXk`&IQH^@px{L~%~V}fzM>}r3|>3l`a7|5;NK34jM>m&D9ImD
z!Pn5pc)#hPo1dJDin3b!Wa^{qJbIb@p`&8{%KH6|?O%99P`%q1O=`PxQ_Xvrmv!he
zCB885lt%L(q?de%K7G;v>>a&_*!Rd~
zV2RcNFxl~*IiDEjr$
zGsDQ-TwUU&jZJ=NXfunW8dzTpXIS(<%L*3yQVN1f_gz}Wk%?oxKG4VENt8P0?~7`*
zMYcN;j$%@}46?G_gUAAe7M}$?s^}O}u3WnSUo1w^v~D+ci3R2`qR)Vl!!KIp>gI1`
z@0$y@vU&8sT7U(VohRn}6u0f64$sSMbza6~*dD3>W^yI=_x@M8O3z&n_HJJMfbCp8
zpf%bZ_DVqLAI`uyCCn{IyMcfaG{B6=?AAsd(EVhL#V;=%!ld(MRS?eRE(oiF?eL<5fm4w$!U`
z7dLu=rRdzd@t*+jr7=hRV(BZSrc5yYGWcgxjmm_uU+9_{2`0K{aY*ooj9wSL?+7jX4MUG
zlx{;dN-(-ghItWnhTFLn=LBj0VGOO-hA?u^Ko#8^CReR!ab@_$P}>ml1-L?7&=E-v
zoLj=F`~3|a6oRKRCdCsfbDuvK>wF%p98LcEP+*{_%Bf%$cbEbMp=07{*!5sac6Jl`
zO;LK2@NtjL^4ltU(|h-75BI;2o#jvOO~cgcPIk6!$&?T$D?8PPbbhz)+)*J8nFT~a
zb0+_c_KZeDj28g|T8k9FNC=OK*++rV@Q-eX<4k+f>F9eG@%EfnnhnV#%^8Tt!3l_|
zod8Czcx=w^*_$u?pwF{N=h^URkX*O;?}J|d1t@*7C2|UrJd;OzJQT${oKn=PuY`NS5QdsDEgoWvVY>EgPrHU-|VIED8FHp+5zva^n`hy;-
zQ&et_1yhBSP$4eC!k__btRO=QeAnnhY5z_`hK;l(8#Q|7`u!T^RIb`p8ShOKXl2CG1GLG9wBv#1qS~
z9Q*f>i=LtlBe>8cVk$v#M5~A<={BZsnFgDY`7*5V@l17tB(HJcI3i=m7)+Ls$yx)N
z4BH-Q*cSASpE!F`fWNY)`GlN+qX|aWaIOKFmSqwO&O=xh*PpL-yV*$G$maHbb?WdADjyf0}S5LBVHFpB<|+PQ#cvn|<(Dw#bn}77QCV`}wtH
z4?2?$(kQJ!Wu;oAw&r`>n(D)F2#&GGwhWw*^X=$Rhm7|#&hDGDrSq(dbQ>ZvrMwdz
z@;^5PWp`G8djA!;5KH2WkelFeBvFEzff27gZ%R4ujH-yyM&S={zq9(^ngWO}nq=p+
zZa6?M|Lh%!>uWXTh%AmmwU#^ujn=?TB~P77?a-++`E8*5rKCjmsf0w^@>||LY6n&>
zw!!s}lMZ$^HrQK>phQM4QxzP_uNixaM`V(M?6-|+X@jn_AN#?_^nU%7Zirw_LlGvfcB
zv^ATy06Fx(pYFa}aBY2|Y2()Y^z@7&gD6E55u{-L{j5(&)%Iu=)gW+t
z@lN>FW_x>QdV%^mRbt`+7n%t|5XY7-dHuA%)Pdrbi}KWZlsrzZ@p~fLuj;9!P;^*t
zOG@_eYXqobOo|O}Nm{4--TN>+CjY(cAHzd9aLB4`(<}7g($S`>{>q{-#lhuPXp!sR
zAIfMl7PHF$b{l!yVuq;TX?GGp`qV0}%<0Fu^8|N~xO%lcVHpVfM8)7;83PvHkR>VB
z_+Qe$uEV|xZEz|=exQlm{p@yWf{vq21;_CnO`=#WbEvV@N@`<(tYYA8;?;A>#!Z{F65fes^S{m(j;k3O6{C9OUvqaLHXET~
z9LMI@d>4q>rhH%-N?pC?%o5Uu0U=dI$AVF67*AyCCL5&a^w5yxUullspK&n{Vko8K
zBGTGut)=b%j>Y_IeSu<RJ>btzuLM%)=`W*SR3JE1;?tS))_Y#+74+jsXIg+js72`L
zvGRK%L1kf%c3Y8Up|=n0U_yQ48TJ2Fs_W<+hWHL#*|&iE>a?fCrnH>RydV0^sobP51yYvkm7
z9VHv@*>ns46w-YhiBq3&p8>W-|8>a#?NV6z2msFr<8WgNwTBck()qy%GKTlIs+u0#
zx9h<2pFdH3bhD;Y$rM8y>Q6wG{9zF%3$n9Tf&J5qA3mQ}@umUB68Ks?zlZl`ob?al
z3vN3jupxCPzyFw2T9EA6kcJ-6;<-uxXGvE}jop+l42d0tZnLxKlF<#IG!(y|(Srg6
z-X!^8c7ZrpNJL7CgJQ9HOgd=35-tsjWrK8_z$6(Dlhql}zqkM8QW;W}6Vi6j=*Xd_
zUKkIXnP=4J*NE1W!c{Isbv{NZlbVqc)j2!vOl4?~{OrvPPfDDo1SGWB*IdW%RIqs-
zWqtUOFXw6t5&*qi-5;e^f@m7#9UXc4OUnR*B@}6P>)u}daFvn|*j!+50AU6=_c0VA
z8JRz%jI?i9031xOziLLrxA{QJu}jYN{wA(WPyu-v`);IBhADIYkBxO{4~fEIlUcQr
zMf}kpVk-9x1WFxx1Bgk62CR`}#ZJ5V-J?Kr+{WUEid-f^^l+`P)UMf54KmE83T);Ua-R
zK3kZrFt+jV>~EbgjstwqV3-bMl_)9m3!G!u5%Yug#pC!e>EvUlqrL4tEG&KNR+F$~
zew(Lnn3~?VS?b&s-IwHrsm`8i+WxrE$Q5tOx`iZf&XrmvtpMT%F=u(vqgdx}#fI&3sbqVlj>3EWrhu2SFZ`;0r3X7z^;Ov336cm`eA`FzZ
z9P@N}K?wR!TKl=G4Qtonwz$Z7lFUx?8H4l}()E}$N1fV~CYV6}=}kR}M$)WE?7y@x
z|4f)Y5E8O5Hu)WF%W?n($iIP1f`GWXF^u{7iC2$I`Ia1=-+ez;GFMHNTABQ*NpxbR{(AE$a
znz!r$;u%Y)ixABB=g=GY8ZIdBJx=xsA3nmoa7SLlek$?63q0_l5J^GdZ!oB(NtCS5
zZZk%RX~fd#Cm9j=^*7W)_W(E?U9JoRqHf;7O~>58hyFn9_V`DVgakFI-UjBKU;gDK
z;Y}Q|E*t#IzNL5XQg?q^v9Q4o@{LvFEg1L(Y91f5Vy3%ZG6B+rE|hmr1}7sEDT2qq
zb>?-9xmz?|#SI|>-bPX?!^AiTdWNrAc!n`vDjM1RN4dbPXERU{;G1QG`b_Y7bkT;b
z$|zRmv}8T-KYWkG^yc5(skmeb;@lUm7=4)T@2tMB5JSU;C@J#t@&p1A9FD%G{2fI|
zN$)-lLKbc#^E$c&1^;x4TqSB2j*8e6X=!CO8;As`T}yGxfai>vb0zGnKaTjRGIiQ;
zWE(P(JVjDj$1zS9Qa44Qt)UW!8BA_>>^B}D=Nnfo=&jXXt(VU#}~ZiRmJ0tyNT^J6rGa3{ty)CeL|9siOyK&fd;xTAlq
zTfJRjW!t?RF`<2K-`@4+Xf?Yxy^d#Zzuz1#43<%V6y{pR@efo&grMN_?DP@8E|ADU
zz(HWN4Y?KkW3-)U=c4bPhH6dr7uOJ(C`7<`+zh>R8z|}MjXV2S3n7j?tLdNM_x^-h
zNi~gpH>QR;8xxy8EeN5jBhD96EQU;Q)$Mg=xkglUdsCNh^jd_hM1`gFH86i^$XG>_
zD~>K+e!W2tVDbyq^RSfeIsJqhA_eG(jxgn4J0XsgGK#|}MoIK!6C=ik?e=xuY!g~K
zjIY2Y95nOM^f!m^n*#{S%3xyFE;Nepcy5jSD@qwz4my%T+b9MPH*3GG1!tA8_+ktb
z+6&eWem$$EaQ`^Qs#$Kf=J)G&XLDlow{^s-nw;w(}#=9&Aw0lUf=rptn|GJ_{qH`=80(uW;zVg)b+NX
z9NZChA?5Up2-&s9D3V<4JkslM^K%;SJdyhq7N02O?s
z>Dd(pc}%6CPt)4Dr*YAcw^1{{sE4)sxM754SjR!ON>mS?Vhlx!W^luGfWq_2R-DED}ivYd{tGMB=hWhYx_=PVaa9RiSiccM_BOz^Qwy
z-f?k%J)L-F-FWP>g|y-O*fLDEmHC7|iIH`{V7(}p4OQHDNYj^uMMtY4KuE#T@DXnU
zofPQB^8(OnUna}N0E~Kz>dgdo#1xpOg9jCjRoGGLOW2Z~tQ=IpG;s(Mv=?2ENH?j6
zmTVKzrF>-CR-dMKsZB}0vh8zk?()z1haX#@GFVJWCW>#cT*yymd`*t*Yd^FJ9iia%
zr1GPcpRWU;;scyDrONH4wH2Nuo%EipPe!W)Di!!gX=Tw<)OKc2Mii978%{mp>MaZi
zYN%V{r;D%%Ni>^>S_$FE!Ts?etCg(Ht{Q|RN2g|w9mmk{lbkPOP(Jm!&E<7&0SOI~
zl#Pg&RB-=k8V?-U!7s_5|BDe(Dir-k&7JBctHVLv?u#C30HqRsfgO+wLpR^16ciIV
z{-sR(f_jF0Tt55a&5}iPv_4lqtE&-3)&TwXWslr~jvv2QxHf#OA&0MnjbYN)X0Tq4T;N(#_=K;2M}z}SaAop#BB5c#b`kvX
zd;Z_F3a&}?-24Wpdp8`Lk)b9|D31NzaLhqwc6#vh+D*Jo+?_k_bWBVJ@Lh+Bh8BJH
zQcZ8kIAt<*kq8xNzXu0IkpJYVP`^o+Bn>OIwK$>mZ6l#b7O_(A30xI;AYxJv1{=*Ks!jM15hDLSVK*Y2fYZ`lM
z^>-$3P=(Abn*)0KUwcn}y;qB9y+)5q1OKkQAa68#%?XgsB+Xp=aQ1fj%qd!SXK1bV*XPLJjwW`aHZx!Q9-!#uKW%`D1emK*>f>N$D3BiPIB6Q
zzfQ|Oi%E`w#`$Op!XXmHEr6nOyOKN|uFu(h8*Csu+bj)lKI>KtE!T5a{etv$*ySK)Exq
zghM2%U;uAgeK#E?iYDR5;q;$(SUc;=8pP9*$H~q(A+87Vm0pDL%4l;!i7~DoV0UPV
zurN#WYvNj8Q}Crn&De?i&izfK>>U`U_FqrHcR*WWhr>T^_p;sTH|dlNgI73FKB8<9
zix$3;guERuw=SZP0`&Lf88D+n^Namz)|3mNb1V%}J~3V!KcPsT!|Q5bu&FuM7Af22mQjy;;$7dimxTEf^$LL3Hx3GM?+*6LkA$=;Sq&_Fcc4jWD9n<$zqaTAR5m{!lyvDp0beqH`?!{$>=y
zw(`HBj78aqbCA1bW2`h`J-+Z`8-Ov>X
z3Bk4qsTMViWm;*pYh6cV8brrM#alo|(CasXeSx+v3fl#et_lzeyoh~o)Qt9fkd~EA
zSvGEhNtn-F@4b7|h7~xwgE7;GHWjx8xsQzaUOaWhvAm~j*4+Mgt3nsMa*$*laRK5x(dCS|qFBQw|Ach2aVRuLWqL_bunbluwop>(Q++D-@(3!8-;M9Ee>rp|%m9
z9TRW4QvzPFXF?l_j_?Hl*>~|FKfeapsGgYF<=1p*81m|j`SaB{e54UW0tsiHnJafF
zK*qGT9-AYCrJ?re+@$lV>{%NP}
z0$#u{k_Y{47hau(c>MXQu+^*WkncBUgXm*mf>nky3g|;=$>S|_|(oq2w-2xDm@ugJ2BdE
zC(%&<{kD-~VLoIQhS`nxTvRdYhC>iXV>Hn$@gQ2h}6f%RaK)a3csi&=LAMfoI4c%eq$>u3pFz=)uI?K8Zri^I_-iR8VMs{!j0B
z$|ILOsdBH*rw9j>R;#?$n!^6DW
z)lc>5`S8ow@-8z1BP)fTffxXa8H8EzYy3c|Q)LGO9mx@;OU7Y_2p!&isi}Wi^Zl}J
z%=g++*K%%kHFqkVFmku`!%$t@wnN)bP2bn!qV5gT`0jhY%}&(~J`$2{W9QR;)QlMq
zkDOMuHPRlWr@P2P=}@zpzjb+~*T2UNap@6%x4i0u{}Kwf5&stDZ#(ht{eK(eTujC$(jrM3Iv
z7$WGTAux8LsNSC*_23tuDk<>7!@`w0+g(^?i5f2sknm!&8P_QN>|i4}n7JD|S?n(9
zvusWbR%q0|=rO>vKn?XNw3_U)X3!1BN+dDpfK`0_n_eaHXl_&3+05m=f!o2J38L&_d|9-f)E#(229-|{mqcJ<
zT%3G-gJ3%tjiLv_GbWUDA_lHZFFP(6LaJN`8UB3LNrO?~dA=(iK8(HwA~M)7KC095
z$x8u`kp-!;Q%0=&u)bJU`E&X!H;o2NFG1Ga@arUkX37Ea$whJ{U?4XGQsV9R@AvgJ
z*1oygi297CD$!*jKTJ{<|9YtxeAQA}Y{GoWMjudu+xiW$L}A&+P9UD1+l*pskfTVM
z1lZLy22G0CwE<2QQ~Kh+a767k7g@GUP!DPtW6{2!q5k~Wg8Sk3AzABd?LXA}-Hhwz
zXf^qmqwhsVJ9Do_x0G)MWcRAJw;PigCQR
z!#LYkwnmWhf%ay%|0vZCj6II{?59{-luw8Oi)*^^Vc&1mAJDAFXjL2>7~nimG+3rD
z(d%FpK1wXkIR@nOgsKCZ$DArOb}a3Jee1zVV!SEB2q{Q7sGJ4sfd_4tag5;QO6CtM
zX>f1SD{Nw#CO5TrX<*a1f!i~s&{i|ei(aEzAVIPTG6OxLSOOt>SPY7A*D>6`oZ5nt
zLT1gRdBymbSL4Yv15@yhnGN=2v0$wQzD?42b5LV*GEhE-0-!%u^}cxM_6woT@B!vYym+r-JCBqp_LT9-P3Idj
z(wLFm-61?otzC5i1yeE2j{Aa(B@M=`H3^Sywh(*PWH!kF`VMo`50`$sEQIb8yX%G-t07UW4qloYvF;%ADNXd)Yxq}{9&YDoryLYFsq)Nth
zAQ>*@>kqUyj$jIk>6^_OJ4@UEa9EZ_H
z)h}iJ#*nr7#{$Ce3)$6Z)9=!P{YXdS)XqbeE(YNhKTEF1!-$E^#kczNx2MiaH5rpO
zLQ?~pD&}X%bOqi4?6YPSB8n{W;~U&!{m6WWn7uGaGB8A?!O0A&RhW=sc;)qxz^xZ4
zit4K#xQdUR#C2-pRQizi^Z)T|-bIFy+eH82ea+Q!VFv{b+TG__XbI>=-ZQsk
z@3E}n1y5|f)}l_yZ<2$;QX2%Y%Om5TzF!?i^EsxOGP#f&>p)=
zd1MrfAf)51?}aoc;NW(VYiQ*ekX^iFiPGEKV`Dh=Jk!247Ftw8US>Vhs9=xyG|pTv
zB}=Tg(zD!AP8GT}-^o9s-{+0;$+0nGO0*dV2|?jR1}7yH_=n|P-P8xoj}jVhAd>i`
z0g%8n)q=(BU%pb0XkEp4V7wzrS&c3(6)iX}TOWuqo=VfEX(-+AOuAle*f3+L_u1fW
z`AlYVUb~JN(@Ex(5dC0fF)O{kLzB0)I73jV!drZDsiSwac{UB6kzh>&(SnlnpJAk(
zT~t<1-kZ<1Fs&Wb{zEfW)l|+)JpHL@V`#Sb6z^YeuxNE3NmFOUh%5PRh%SJ$&>Cc4b{e(!i30G$;plQM|3pZkA2lcB5N`
z4)Wy}3xf@YE_3|?PS@6nUu@C&ha?}1CU&YijO5t#qmXP5gl&AJah+wZ5s
zkuu#LzfLcZBSSC$uN8_F(FENYUh;4{N@xCOW@4sQZ&f7=h*vy@Viw4bUxS77R;?Zt
z)`mvw=uvWCMP0g~uG;Au{~(1ny`=TYRmJnOCE4(P6?GF7D3O|xNO|DQv4(+ZO`0_6
z?eSP-B!t@uFnrW)`#|90^;KmH2y)Lt6baUV+>#@}Gy!X@wks)cEGthAp1iWZLP^sO0d?SrW@I+s?e~d1Vvy_Detwe6CD
zlls7gVLmU5ODK-G(xI;PbaBCPkwscrDo6*2yhA?duMt+`^*%J`JX
z&XH{YdEi>t5Z0QJ6pZ!4Au4El)tBA?yMD)IltD;dCPOB-E@YyTBXJ-g203zLV$W2U
z)xCwFnj&2w144%?0$+j@-O96xjU8+oC5Q;341JCG%i4_~exJ#s{bUPvNC@;(k@d4yyohLYAJ>=wT?`;JeBo<@Z%dTF!_
zybS4)QB)3fy1%-w(Xj&u6bOurmj`^a<5e<|lC2WY6XT0T@P-sL=jMR_3-P$4ZMhNs
z33*(JS~-6$X*5uMa>ETnj>au*+b_84WVFd;&}bw&hJf~vNRY=F+~9%i*anig_B6MFvm=Wr(=YLU}nxl87jL3BVi6XvPt4;?>k
z$P(o#(3=SzbZV`SoP*3)k8m-<6$
zw_!qNH@FU#G65rY>)yl5jGG2jx5$2@*};GA7Gf%Yb`Z2Mir7~Cq`Q}trp43yI6A36C#22et9RS7&|{F8fjwpLOL&7Gb8
zgdRP{uSX;kKhvK;hGlLS8LH$v$jt;=W!g{l33LYbMZ)CJ22PJ~UwQ6XRFBs54ivnf
z)E<7R#vY!J`07F(axkR*;@U4V51bB~@q_OE&VD(AY;&7r_NDc*=-9t!$mRqzyMnbP
zSGVY0KFULepn1!nhu%lmY%%-cBXsCDwkqNDxmo8v)rXAQ(hS*bI!{IFJb-l)O+y8W
zC}l(xe~ZS|rvjmfLn^Fc3Ilp`@seaaMd;*o_v%te?6r6PJK*$c69)h$r4R?>7bn10gawk?fjTd0
z(8SCNqJ{LA$R`V_!$kbk?cX!|H172cE4YG}6PT%2>-Pg*oj+Vq@Qg_?Aiel@)o+|+9m1E}2o7eutIM;nJSVF{!hy<-Ny@l8q
zF|J?}wH$7I@q)~rKjZtmfGshUJo8PLtKux4j4S~B)gPSh}F
z{hxvi%uSfw=?I@rYy;aGT5MNlj$WpH_#;7`WK;7(4kIu-`sHN08=DMGWKZD{Qk1hkfwDnKMKf9nq5E~pJV4>!4Lzk2S&xu
zc*lrbP(*4$6B+}m8U?CRk$P?V5Se-qys~wJOP^dV{VF*cGzpUJc}!w4(^Kc6#floj
z2jr%kT*kf=oN6_JEWOCbiRJWD&^WVR{-lw-
zZoMeYM1CupN&rsGysqu(R9p$dB`z_T)M%iyS?V#v<%3e|Rj#c!7&GZcVLj_}ELH<;IB2Cu)(j1WTtP!-Q>40|n!u+ydLx`thQjR+B69W4f9c
z#bT8BYvJLr(4r978}SOcGGFJ~21eU|kN*6JNwxMop&wl0!Mz*VKQ-8YJ2O*Ou`o;~
zJIDBHce?Fi987CQt^Ur6Bw1X*2zk4a8+Bhzf9Rmrq=`&NS{p_KOW|lRYwlq=zCyGQ
z?fVksSwMSGMUk>XBf&tV14}5B4gP!RWZRXAUK_N(&aMQX?QL8+PBFGq1GitnGdNA;
zlfhmn3J%+!dw9t4rIweJ+R#1GfyXa8wcUGLOiHM_#buwYETp3BDs9($5DOo0@Ho9h
zX~d{eGShCq8jWQ9v~3mEBPUV_=p{-Nrt-^YPekYf-H+}*a;
zi(1C2&Nyo?J=D&^Srcy1c|6#=lNGmy$Q16`v3h_?CTBOmBXh-~jzlt@vU}K7!-wk4
z-W+*2;S0?Yq)SnN-|;cq+6cVDeE{p=K^)m_XZQW^iG@{{iLy3T{&eOZSS#{FF20+yowJs&M*A4(*rr`O6~jTww=*(sXok&QIKFOnnZcI8
z(HlOfkXT~hj0)9O2T0$?a>jUvW-2POJ3wYL;7PS<(TLX*s5yS5Dt8(9eht}CNGwt=
zG~XkD103^qY^kFhL-8qY&iI8O7rRXjFLeu>5peHY>J_ZzvE$YcNcjad0Dn^7)IXW?lC=)q_R9z0=Scf+wmf+0u)i!8kVglY1X`s^4LP43
z$vsRaJN6~0NvZ#z0*^su*gC1p@d`Escobh13L(#ngRg#Zc9IFO@!bXwYN+=W4@P7i0$X!FC?cP&mjD
zr&}T(yydM62`my{O0A3aAPZ^ySwUkC*ieHL2*RhZ-S+|lA|M0{Z2W+z+sw#D%O-A6;HQLD`9y%L$+)&?g?y;>gZ>dMF>6hk{BX{b;(U}Db)qkR7-&i&-cJ>?f!
z*nRPI?$Z&EpFNWrIxpiHHYOq{qLYyE4+^Nj)+VbhZHOmzr96WX`dZwSnljrI!)I<^k$U$iAzksY0CZ&v4j(g
zA^B(1;U~GdvM&Nzk2q=kr6L2wNTH}Llaw1)N;>?x`z@L%@)jw^4s6(GRTf%60NMd(
z`yI~tflsY?tb;>|*%b;x%5EM~RQP~7ZBeYXpy;JA+q`CE6b(;PdNrHg_sL$+I5IuS
zSb|K<%V-yaRNb1g3m1`6hmRhQzFcE_5wN7dL#UmnkF8RoCKe1)fIY}WL@_^hUqSh$
zL7eiLq&HxI7qcV}enfp4&-0X~wN3GgJN@Bci=Uio4hfQTY~;$r2oYr)j{UyJEpueG
z5^^=FJQ-W3)L)MwhE3IUlbfvb-ixpC``m@Dw|NABg-Qsd8KvrzrfgH3CiFc2lZQ_#
z5_iTqb8=1nH=z_F0m%4RP~y~Yzds&cC=U6zYyq1IWqMj+pc2%5i^f-%Jafp|X!-wI
zfOEo>0o{m9E_vE1AeKo}rm#n7{&C;NhrY#;rY}8iMr4A0o&fy~LL?qCQQf8#?3K%f
zE`V`75MNvO59!o0EJD56vsW(}^9Jqt{oQgD=r}pKA?Eu^p?R*sK|x~B`L*uzHYv26
ze`fV!SBB>-y+%4pR8L37x;RDH>*BFeFhXk&r_E;Rk%X^`wKm9|T16_0@1Ai_e_T1Z
z6`dG$eRuqlff0Itc;P>;Z6agUMY>E`(d}&U81bfs=Ls}~}IOi>tH2l}hmjSnr^KtJQG}svb=dFA5hnPK?P9veD-n(ah
zGF`zUa;s&pui!WG$p!wXDvgO
zCQ!EEzH|V00+K*#v-)Mq_75*?3I5(RdAAeZUSbV&*Sn5%3bY^-l_KXy2&dP(ln8CV
z_Y3(;1azZast>i8&8t@~vn`xuVX-4*d-WNk<0t0a>+VQ<+s8HhbJnI76U`-DGBvBO
zzUQhzD~6PkT6P$)_houjESA9E$Nbk26Pud$4DYz3s)?ZC6`Q$$=`)P1ru=-~y%|<~
zvYAN?Q@AB~Vadt}W@uk+qy}wHh7>yoaj1oS5J}pkVZH_cr7{UNuI^7aEM|Vxl-{%h
zhZ9Z!|@)U3rgQyQ)Wa>q&vNK
zE}(2yY}i=bnn!z`g#AJIdPLv8iR|Z~W3mJMGh4+s=s@Qo;yjTNqW%&L;=i6acV{4_
zHU_Og-Ig}xK=J5g;xy<%&vx^H?FZcW(*UQ{<*dhCdjA;92Y+ibFiLf)*Td}Bn{vLc
z%t0QTUEL}8w(0TNduRvVadt#TfY-&mQ?0B(mw|Cbu*fC;HF7c6n}&fF_!dy))=1NP
zRr@baY|h|0bRo&@MFAkS7z15w^Jx8G7--Q3tDU&|X_nI%nS_KBU&KC*Zf6z5=@tq-
zpz%!nCf6Np*@H16ZA?3m?>)@tQtngPsGpt+GbQra)x>x
zvgz{et?A&K?FTo<{Nh%2_MS~$PL>x4wCJBD>!eJdvIcK4L%a%qJOqh~Cuf+BeU+ED
zh#F>-!E{!pO@tNV)6cNBzLOKR)$(iTF|C+0XR@xIduH#2ThD0fcxt6x^rb2~psGtY
zFIO8O7Ss84UkbE)Ek6^wVQD3)UZZ12QOG~P{*CV=$~OFZ5>3omP|*qP(*!o$wo7${
zlxwZEhf=aD9p3Q+VHRy7l}iG{F0U_aOfF{L%op9Ga9ao62K1RU4wYB_uOR{2V{Y>^
zxpS#{jf!iRE?H8R?b#a;9A{+@9A;1Ee|OF9@!0tDi5*+iVSUGkHq(9f@64XMpfhs=
zn;x%#5~nz9nvvp)`bSI%C}d?gNibo~mUX;sBmAkX$2e0@@Fb*4hlq~=3mOi{0(ON4
z|BX{tTl?g%A54eks|zSKi&{c0$Sh+@qky)R*Z@(a#od7zd?3gV3(X?1k(9%%P#3
      b3vVAVZv%JYG@N_YS&D$8!fwNSxz{$qU^Qxn!*1k}Q+Awu;Ye=9*(p=^o*
z1}989H$?=;NVQ)lG=pj&Qd|{rp+m(@)DR5s!Ii3o854jM#R-;JoI+o~@-X|NO*n@N
zVa9c^8M$i=CM&!R#{8u9fp(JVr73ZTVz1E>u|v%D_)Viu;Zg1DOQ$ZIJnyAhC!)QD
zxLfM0ecZ5X>~mycvdUhNpTq}a?Yc|n$WfQE7GvWwGNc#~NK_-(jQ#Vrq0Qj}&>oZN
z)Az4f*;-RGl$$EU{W>~WhZOLe#GLW?x+iHAR?q`31acX3Wh
zSf)5(^I2bC-zMv=ab91dr0ZCM12}ri_`V%SP6YTfv9$EJFEd!`YB;sBmwB)ff<5x9
z>2!*#N$CV!cd^I_9Jc4!aE3UT=YCNk_6*CHpWfpm?9I}i2mB$VD?7Ogbr}mg&xpw@s}PozB*8}LO9}#
zK7J4qL+q0{c+t;dF$)An%W)`(aX#T$Hhs%Bjjy45=zQSLMKn2LPD)er_Il1!hEdtf
z-vN!l_i5^IZ^9s;Qb5U74~@dN=I%c0+ToXXIfFOtnZNAo?;Z|gA+8%#^zYESQ|x?7
zVHc;Y-t%o_52O`5;eLS8sEkMV^g@@1ef#$9Ubg)i6$2KW=Eih-b!05EP{yxrq1O-&
zDKaX`zW|za)XaoLYEXWUNQP-%%{>XpFf}3_+mwqA-`?%
zz3%&QZ3T04s{HN?D<>v!GQaZgpH($0ZiM=@3lfs`j*F+!M?5@nk@V|sWk&t0TkQA8vd>4{Uao2%?^6jjQ
zpJ425RZ+&&tiqTD=blA9QnDYcc=RF7$lo$r
zh12Z$oi#(;{qjfM`!4e49KV&Pm98UR$lTvWoZyAL1(r-KGP_yy?VGR6oS-BB^Z8VW
zsClUDV9(v>w0}vtM(3TlLH}yK)Cr>C@iZs2is5w|iwK8OG@-)SQiJ~(8{3@vRZ&NY
z%ZM~hb}LvnZjrPW;{)+Q?a<+$WlgIPnlAN{Sy8g2UeJuSS37Yqq*fg%u*b=hx3`_@
zgFYBoGg
zmmArt=k59$*ZSswvlIFkj}OMRpqp-SdcfhsUfizs|KSAL;p5cp?T`f(<|`-bkiBnU)Oted{T2T>PQb{c5
zpD}Xdw(0Av=huG1@d5?SRtn?!Hf7(}ko`P1@iN)m%s$i4Z{DmOhxhH}oUt(YYN}6g
z?&J*yvo~9=E{ePuesU6p?XKY9dDj~h*XNWrJ>H`=z+nnc%NIim0ZwEUeeAZy*lLKH
zDoV$a$kq|`ey~-rKlY?lClC$gQ@XFoPgaG4mJzU&rkS6`juhBn?B6mIg(jKeE`%=*
z(pcrP_d%==GSmyuf4_g^5gKL|3^mza`)iIEC!v-DcEGBjD&+QRf1ZeIowMn~-j~+7
zE|``_$@!x6QGcJOS*I#bfR8W$D;fg9|2m@O5>HR+zfluWG=SahZx_Lj;)Q>*Uxp$;
zggvaG9@g!WA|_vpU^?}RPQPem-G9!;mJzA_XuTQgGG@}6s=nyp6S|eeDXQ%Edc`5V
z@1UWN-xOMtguCrW+Msy~qiD+b1SQxQ5%%*<2VQ<8#|t00WSL31C+1sZITal_oVZ!K
z!O4bE7csf{>!ndu$Fokv@~GXR<=o|c=YRV>y_V_Zk)#rSB`CZ
zEK85LtweO?AhW2)dO`UGqJoQwv02-+D5|e(%ZCHocWBMjvo3X%Sl(lbFVmic&z%rP
zEfyLc)UiYSn!TfVXPE$V=ekl?82?{iXC7B$zQ^$s#VH{jLd(o)Z`3%3WXV)g
z6d|OA5m{!eH(GSEmQE(5sYbR*ku7Uv8cPdh2{%cU$RtHWm`=8ghVJ{9*S+_j`?`O5
z(JSXX&+~hJzwh_6eX-p7A0?Uy6b!&5nm|z?){}H-kjjE5$A)58y!OvZ7Uc*V5Zll&BJ#M0O?wuKo5u<
zu)
z;UR+1QNyqM-ikf?GT*x(Jz`g?cV)*_z4B}a_I&H9xMS_ny>^#uU+=hn=y|$Pd#l75
zLIA}cmI@yTl=BGI9;iC#*aM@EhAAtIOvbsK7_~&0^(gu972?H>p|m_v5_g}>JOvB?
z{N!ytG}?3uG&t~wh+qRR-yV~MPEBZS
z+{^?x!1{S#w@Fb(ESrdpNJWpV^P>86cRKEiY##pCjty)KDan*Mz%mg<+%_|`h~~$!
zm?IQlr$`y;)%ovDiUOh&h4M*c&ohux5C!1o_-ON*zd?$)ie&x~Kb-Gx{hYNornQWr_qZ3aV6>Qg6X_rf$BL*<638-i1Q)@cg~vjeFh2Vw*BollAN;bG
zWIjGVhyWtARLbBN-bTaF6Idk5vNW1D>bkEk@8Xl_L@~}W*`$)M9)HKuL*Wt?wO;H?
z@!%bgj${=SfhZYPJ4PP-3R`}+G=W!k87y?j2(^oEZ+oY9cuhiZ(|
z7T~@Q6PB`0J?4(FlW!owx3b5v-?H7&#b8)@SISMr=Ww8ltI2Wd>Sk5!vu55m(GVxl
z?K;@rggkS=Rzl+~2$Wuv9-Q-@?m2OMP!RkQkhZIoAGS@kj^Ap-c0#MJ164jJR5Rxx
z2kVXD+G8#B!8$|o@kTC5;pUj=8HAaV
z?9N$^BJ5OzU_!8~7%<72mqA?Hc?P_<*ybel0$4b@Wjb?axgAoH>ZlC@8XmUJ>g*!7
z-kF@L^qXsAXr8Zj&?&$D`mSB%(TRzHQ4$SB=V;7AyYv29ncnPFZTj`sT`76(UIlDR
zd`r_nBL*Jm|AT3CymHW_nLc+)O5zuUdG~lr>CguXd<=k-kQq{93PV!9j7gMYE0NV4
z>vG-DYu(Vc=P_jg*=z2AbxSE8nXn{myv(^?N}|T-2SSf1gqgIh7)&l1yB|JMhp&?M
zv{K_GoGiz&S6Es>Z`c_D>c|WZSO(KJ)edt7W*0aC!9KB&B1e8T$~yA%lo@>sD1o8&
zW8BPwOzdM~Vg#Klq^9a0bs*h@X$
z0bDWmm{vM%koi@li3pgE&OL{0A^iT{;_~K(x;o)PNO{%xnL^$?rrhC8niwVX9~N1c
zn7l_+?zCK63quhCv|Q;17zYI+ySl;3%(}+1@5UC-#K6ek-xKP0l9LYkZ*$K4dD?pF
zf|2qQpEPVvPh6XBTJ=Z^`y|6+;*gALWaiqLGlbK7apOhxE0kFvpWm*~r*t^0urUKV9hk-g(fHgJ01S^3=z)s0U^AbgAhtBEp>x($B)+^AEI#mFW*I7
zFbh0R1US&R?RXk~V^PMXt`(hEp>;w=*qK-qo^ST|U882_QHGvuiA~u1Z^|noqv0XJ
zxN!u%jP|AZbHSCu>q!C{21v0~YgRh`t-jbjxMXE>|700E=H*-~kC`$A+=oJc*OR+k
zI6{-5DSh8t%(z4H8U*v&_HMsaIbOLVb3U?~P46o^kF0wAP`nC3Ho=VyPA6%$H0)^R
zZOELpMc1xv81|<~N@6M5?tqZF$iE6Ls2F$_UfN143+C9JMI%udZ=ouw&21`JwB^Lo
zIk_u7W+|tq4wz>j+cBpdmH&}mQ=+(Xnm0-)z8gk7nGhl
zX%>T~;-qG3cbJ`XH#1%esYNQ}0j5~vt>pPmi
zu%RK@O{N!|3T_mQ^jNhvqd!Eo&jCXwziZ-qsh**s6DJR5G40>jew=39YRf|R%IWPB%igVBVH
zZ6r@CNiSo?L{b^V0Mw7plA>kC%-G8LqRp!08&sWQnyXMD=w&G1sr1TW60!-Ed_{OM
z->3L^1%xwXOd_tja)_D^QLN>iLP;jLRxt#ZsEZ`}%I3u*IjglL48$EjG+|0#>z?7O
zYkYvzqSS%*Caez+k)D$}^KPnt^@nCFSfpJ%R{ezfI0TV9nB8@)wA2c|@iE}6If{C7
zl}(ztBxBDWF-v!YhlLq4S;Eu&`frmZ)K@vH@*XX$|rs#&cT57UjW
zC-9@xq081Gvg2vF0?D{=o$e4q?$Sx&HsN7mQd32o(UY#HUk&{*WW(We@XgD@!!5BU
zSU5YU;{-f;6GCeYO3Y%%K>Cu)&kmGkz8coH;9%=i`OqL8ItLkmcnAvZ5d4?3=go5;
znqW@A8Z%6P=6*AF_WGYB*v1H9>Y3bJnQLJDG62Pac#usWU69s>i<5nXtVBCB|H0_uHrSV#?o#PMw}5r2a}*
z@s$wOX>%K=b6p`EZqsh=Pkrf8e4~1xlcuAMJg;{L!;WJg09;SC92C%(>d(T-DGkj+
z5*m|i`39Cijk8p9D}QR{S>@TXP3hP>#87;;PaQ`v(PM{~Z_}^^S8nAtsw$>lf9;?j
zqUcztJw=WOPz0}Wcl0?p#r$&`c~4AS$BOYG$XtDji>p7a`Mk|&+N-XNRnPz=5#3h~
zqWIgp%B`DiXdfaN70|u_J80fnx9yr7cAYoydL6hAi>9B^i-=uUBdbmR^oy-k<-34>
z?pWU=_PhS%<$brm4P35X(Et1qjqwK(QzR0Jji=j4pQy5c
z$u4u$$HTN%&QSUd+8Aiilxw1DaRqGO*IWEz_WQQ-bb0s0V1mW|aylp+XW#Dw44hWvI+Vrc^R3Q)DWYB9x&?AtLh-KQfD`lnj|N
zt7OiQc|4zs=h^$L^PY3|yUtpBz3Z&?T6?d*N5A2|ui^XsOxJx+>GX-Ut65f4D3rBw
zCy%R8C`*$mlqFg#m*X#2e{W;K|17mRCa1O%Kh7&J+{J&dvOam%hC-n?B>ztnE%n-j
zLfKA{JAPE{+Vj3co-dD_HkmJ@QTIMrpj+GmU3@
z8}{*CWv?9JZhPRxsr|(3KmTjv3n+>#Cd{5-s~u~&@3@y}0q>Ao8>$N%|Z@maO!-+!pOtZ48bZ;>@x
z;(hm@pMxw6TK~S`Rppa{f8W62Q?hi^zwaPb-HRhpFIT(u
zCC{sDYtA;Gp)*u20v)MYs>t;f{5
z*Dd$Lwc0iP*d=E6=
zigs{t#2#oEWust;)HG$;VGKXB>Gk#A9_%yI{q1zo0WM|x`L;xrNpt7BAq#aKBw!bRVa
z^;fCz@!h+ZdLrZ1~o`
zpM}yk-0^wy;j3JG`1uVD3@8Eu0y9G&wh288c=qw*NB5YR-Fx=zQTu9J`uVeTW4gu5
zgaqAo`z$Z6UArRAgi7uc61ts|B1pa_VAq*gi|LVWRSbC8_3=OZgoW?Ce7WQKix(+Z
zJLIWyuOzOIg*gngB)@rc6So+aZv(%iKNoS(r($ZrR#g@E>XLlTl7*h>knDA
zysu5r5i}^E%nTOMZx%d%E4*LdZT9xr)JyM*ifBDn(BFCbbW7s7%$v9cgVsEk`fLXQ
zXJ==%lIY9c)rGg|t_-#v&6)fi+|`_Y=<3z02A412wQSC6e}9kRV_DhlhYvSU+Uiq`
zczAi2P*_E6SI*7NdAY7*6J2_AeMPpzfc%FShi$kEi;4`5jXg73UAJ;`bH8=`%dMiK
zlI${VA9;OtcD$9`@P&&PU%JiDZI*Nv`O}>3*_`cAR93b&+rGchorX46=mS>rEgmmx
zJ3I9lx>c)`@2UE8nb#-NxXsTVTC;X7Q^)SzySu)mAJH4sPz{vs0r*vFdUATxYHYJ;AjN
z_Gh#fe*4Do^Ml`qZEiC+bhGW-N4me&Q_Yy2Mtg3L^*3^E-%fe@^l5#j&914j{Tlk>Nw#bjZOU^YH)(z4%FztVX0-+?Hd3qGyu{4R%s!`)%dFUD+S=L_cR$Igm7V3G
zC$zLS<0IAkQ`}}pHJxWi>$(~<1h`K>zw6B`a2`8a#A$?Q9ji!K;1T}4drR8hd0c5L
zph+|Nwj3i}@$FlYK>o~4KdHIR`LknNYm@YoF6Un=V^Msvk48g71AAPi=+4?J<9~Et
zy?)Kf%e#7;>%@*PU%ss0xbbFmG|#!rtIJ-#eCgF|VPV1N<5C*9yFT~&Az#+RH{IRc
zS2t>o*gSsv^d9CT0t2ve_3C4?vdb~F%g&rRgOz94R&ZnAfdfU+$`ONY?`X}xzgb4R
zd`-b^I_5wP;aXe0UrkL-`>a~TgB-azIGiq?#4=Sg+rNK5*U|O(zgH&TqITCrMn%c*
zf2z3uz<~gE38z;)<)1!1WEZ~{R#i9JTNfF1Dp=m4FG~;b9eCO#Q>9M<3k3
zfB#il+QA^ROXVT_t8Q+e9r<>~>y1F(#IdT{+DA^~fB1#0TFxo!si<%~4GvaF(8~E$F>Q?Cf>=%
z#}|{FtP~k)%*4oeGAk>~KO({?$f5&VY8SpYGb@X?gomF$s3FaS^Ika5EVh_@Kc<}*
z|423YCdHr=TD#HL|vxR8q6f8x;W+5FEuH-zr~+R
zPDM>EkZa}5YHT-CKb<*t&BSvtYRp@=^5G)BH#YK>Ma($9IB4Rp;wUF~@4Oy11XIV?
zuV4K`LPBg&VS&T`-yii?ZY8~pGFY&YEq
zE(K@j9Ik**uP|49J8S&?{Tb!>?V6gK@mY+kG71ZieJUt8vR_#E5jL(`!-^Fv6foL0
zzrQF4ehLuFbsAMMal=}`b>PcR?>@Uj&Yz43{(CnMPqg+pkDUKV_v=vkPoF+jp^CoB
z$r0ZzB&0t4_iq4JC>l=W)E)iADb{P@WJ_D#nK>}c!ji??rl
z?CH58JR;)ZqepjAj6U#|`mu@KiBx#Zarp3-@juO~=Dh*gSANP;TRG~eW}4Iv38xWv
z?1mrDqtJGri`uRJ_WF!xM#dpZ+hcv#8@ag>u9F?i6s17T-vBP}&}AzVb;a&)7F@#4
z&fe9ME2gNZ7}&6L*DhL~MpJcHv&T(n>@*bP@{ok9TibK5k5eeWfB#l58OKs5%^Lkw
z_S`vEbYn)l{P{UCcdvnOpFh*d$;q8mQ1Hmk7W*11<+tlhNCA36R8$mie{OEBpu?YY
zuOcI3s)JhZ@EBjbxQt?b^{UGEXWVYzno&IBa!zC}qua#eGC$Ru#EBa3>gtL{wPMpA
zEq593O}nX;H8sUp8|^=S+yufp$|%#YqPVAE>E|IOpb=rc!KJ4w}w6ypu&+U#j
z8}rONv$3+O%}K78+2F$>q%!3kYOGg!;Lst>8T0iUHsqQvP?T6&rrBWuH;=QYPy2?O
z*CpzbM!06pnu-i7{WQ~>)pzdP!TVROS|xJz*UHs&ba4{)GFEZ{pDv&y7QdACw4R@H
zVHLAqgB3vinK=tT5^F82#{>Y@<2ybWxe^Q
zzu(7YdhBI%^h#Xx<<>k209UP!YvDZShkt!~BJQ}KV3b#{xJb{#U=@YB&E1olpJ5Oc
z74^E_l4?xfa_y%NOY^tXUsoiYCz1<=CnqO2i(lK9sGEHUODtBRUYk8&#>NrrFC(y_
zCM`GWLAj>PJwHqeMy9B$YNPSj=kE@+I(s}lU|f6cd5`4yu$1RIHn0B149)C$L8B4_
zVBwFSKD`_I`60!uZg0F!#yUw!NfGP`YKZ2kv7EmgkAs3DwK7kj62vOI&79=1+S*>PUcJ)xQJ9l`hw<34V+ReEGAMv@
zHSPk7bp!aCrsK4MotC!t`Hv5F)Mwf8<>cg8PYz$4nd}Uul&0@nQUJE0KOu?k`7$Cx
zwS6qBs!HWPy95h%?|Y!yeWuks)P4YG8VXjkX>Uizu>B&WKjGw*RmGd-)nMj@IcB05
z7#qJ*4NB5qF+Y>dy4fKa~>8gsQN3r{_U{a`!qv(xZfaTkPHRops-1z!F)YLFx
zv`)&)7y7b^1@@#{wfbTiiinExYFKr5brrO>ZUgN-W^J9UGL3#?g#Cm0d-p`pC^pBl
z!G3DQgenKLI6+H3Z^z0dGqbZnJt%8rT0UObPuBCJM~}$7rctSaz^lOJH9U8KTEH%j
z#q1Fl-gLr`{Wi+)kNbOo8lAzX-rDtU0#Chl^X8JEJaB_Z+geo_IoZkBq+w&lvszk5
z{J8)$BV~s^m!F91wxh}@D8!Zg<#71%eih|nrw>_}UT<$dxO+Ex9jTu4)2;J^jaKarM+2SK+l#2iX0UP|u>_+;HzFZf*I`X*Gal9t@-X8e2k
z`T4IoIdR}xDS;ccgoTAK*TgdI)z4dFVbQ9D3lkXc7>?&
zf>(YVU%GTDPe@QtS8KkMWoMAeae-l6t8uc8oPA
z`q@|S=i(1%aylPlg_z__U8mt7J9HN(r!>&?>NRTuzrGOLH90jU51i=_8uRP-Z*Ddb
z>m&Vk%F4>vQ2`e&U*5y51nDzXW)Lp$cVGMyIT(Z
z+}~-WYlq8tvxCZ&D=G5ZpaBHsP5hvX!FT%KxN+mcg$rEJk4^%7RDsRBdVMBTgC)O-
zYF5XE-D83xE>CLlBS1#ry`@K$Cc#nA-&M1I&rJTU!oKA~AD80}kUJGD9E4%w)O~Ax
zw7>rQ_wQ98q&u%)zb>b#sY&?L)M)Q6Ht}mpkru~}-2~h&ed7OWCMP=Lk4@r7w5v#<
z1bMWZM^G4cvazwnU|m)PTjlNUZ_d_?oPBfgGa+ReElvs+Ze+l4Il$E_9rYapf`<>E
z?fLfF?}EAco-JFqDxlG*n3|g2uCuI9KHAfqopHg^axbdS$+Blc0YKQ1ki%rNTxYYw
zn|o^FB6mpNIcaZizc3tl;bAc`g}@}6beW!
zS5;T1DK2o8hK9zU$EzxcPm}SY!0?uah6Z_lopk4yjt{xyK(2zc)6I7u78TX#WhdN2
z_9j=&pfwSXW0fvl;wDH3O5K|uw@h2HMAxIuH)dGzS?u7Pn&%P}+yJbq_11bvl;TsB
z)^@bFnpGhSO0Yn}VVmD=pdDJ7S1-DF9#gZ*n;p}ECiN2>D1JZ*%5l${1(kWEs;54M
zv&5Ip8@rN2N-7^h;uLsm6vy7Z>-1eGcLI3yEUJG+(oML;uE>&vXCw1ZAwOcN^@^<_
zaOJ~+|C1Pfg>DDd`@)aOLCYPlv>gEL`dah1rKhJu_(~eEUKFmon8v|iFI>7*_~FBf
zwOfVb2dtylK`f_Q&d<#bj*lk|?EB}1^G^XeegLP(4D4HcN#e!Nk0_;cKQ1?>_uGvB
z{j@98;FJGODpRe3_g|$ue+T_E4fmq9`9xMK7&d%ol#P-tulexqu1D9ja%-pWjzeP1
z-(SBGbZokC(4^{D=CtDmsvv!VciC<3FSG^5$9&6=Z#ng3MO)2Ny01l2BFq;>=;yC}
zpU+!5q4@Cy3N?|4T2FM>6fNCUBRa|V9DSJ1*toOv&xh*jk=u!G>elR~*6edbykCk@
zdkkAXvTow%H>j%kl{r;$ph}uyx^sSo%GX)eyN8b3c2&@zzLz(bdq?{?QuNIC9yDa9
zNHSb?<}STlC{9WGdJdoTE|aIoapJ@0x$&I^#y`#uFMRpJbS#X}|J4A9cROlmxFhOJ
zs4sSGA^J7Ms1uOHsEK7?zm}lz8Jd`^f<$`l`t_escTF4FrCeDpEiLyQJa{W8h>815
z$bEn!`RUd)69$Od9?REO*S5aBLdz+8-yK>TsL^1pj@1rM&Is)khJU8IW;u8A+%l|o
zEg*Dka}UhWQ3VA$g3SqE%S}v6W5g#F{w@m^G^yhH5`2grwdOXu1W`w;h57l{f>y~M
zJxa4lK<_?8Lwd8?_#2_2`nP90fB!xYLO?EW`%2T^+?<>TPoCVJpBv9#Nk>-{qx!n7
zz5ND?kYwwH>H>&4J|Ewnl4L5HI%5^NPt=%+`KQFnCUHopIi+U>$p?jOR
zZY@H?fY6~4<9GLN0Xo(LfB&1{1ZHHUD`dxs7%I
z<&E$q_tc|NK?(K&vgRwbwX-A241t#54bdYF06IMWniRrM2;EIdN#WVMcR5AeX=LTl
z&=B^WCRY;00CZ>H{{6>@0^Z6jp!eQ?r$X|zq4SqbOw>hOf$x|;@lmX8ZI7d`){M!4
z=#U>Z=C@1Ye9?(luUofH{@zYXS5+jP`%>9daVBn
z@SM2I6yx5#d*%Bt?BDYI`Sa?Kr=!@<1sEo1@E;!W>!|fWmWS%?)|NZoqAE6bgLVaY
z-3n>xA}^~vmc4p8cR%=T%U9ZVd}KJ&Wm=fM#pQ0*eHHOfPAUR|zbMdVy
zYHWR+bl$M(&k`R}=;%gej;rZ>4UwP&WlvnU6J3I%YP+IAji8H*3*)9uv4PBtj66O1
zBifUpOjMzL`;?sXF=qs}8yXs_m*}1iRWDu_XrX!#G7s-oA=AK8nrfm>W~=-EQ)$m)
z07|e!gG%3|ruOb;nabFAL;XX1e0;SfL!i~PSwmVkojzY{)h+?I^n@JU)2G+{{`$gu
zex_6EfyG9aYO)zKTil$E`Vi_w8!wg*Wy>124&se0Hq|m
zitb}qO;N`B+7zInp8$BgI?Aro{f8*-0RgJF>qHM9ZXa)T^F+6-g9pa@)vu@GB`vV+
zLx2D9>O>G+6B83JK`;QU2~Wqrzu!UZ8lnOQ{_5%hQ31GImyHxSlf)`bH*c^z8c0x_JpQc#bA5_4@j*V+GR
zis8w2o0m+tXuR{zV}&$#01X8dk-$XrrnehFPQB7$<{i<~V~1i+p`dk@fHfyyAGeHz
zeIo!wZ3w{%!01lZ1Vn!kxOd@wz)B|}q>lW@R;qh@JK5K+zkvzB3$I;HU@I8c4pC7S
zXgM-q65-9v`p!2X6mh~oLl2>pZahf}y@A2@xv5?OSdrT~IF|Tx#XL70tan~%wOrC8
zJzaPczxFNEk2d&y3H>o-{gEFP?^W?`?||Mmu(IAqBj3))N0*d4#^O3NbmDDh=I(}-
zHz`Ng2PQJeY`Aje%EZjy@)R%&xRy&HpcLbM>U#YxnKs7nKYTEn8tHx_YR3zRH`H={
zpdIioX1}DJ5v@CXnswVG@9$QPG63O)WPSVbV`g-UHFR{|ozK@UUI|C|Gs7jl`eAW#
z-dG8Sa44D54~e%P{WlA6@BV!??T0&!O-;Q3V9)nAP}O~Z_Vf_ZfaQZ`Wj)2f!ougt
zlP4_WXLVo|DFOal{nV7<4tV$eJuKF1k*t!=n_F61R<2rg6w~G6smc%7{^Wr1x{Vt*
zq6sN4pfFUH+^Z19e1ZZ3JcKIE9_WT;CP@p`94MZ+@>5^r-cB#|Z6_SiCqNc^Z2&4B{zI>F;*K6j(`4sn=VYR@%?%IT{m|ag;
zMsvZ2>IyP~XP%2}h>-O;_V;($e8)eVVb09}A02X(mUi<~mKul6rV{T0wEL~b`o2>e
zLb)Mjcb6M?!ykS3uDx|lOargi_rk)PorQ}Kpyp-lIRA!+vY-CLn6!p16qyBGInAPR
z6Ob>QplFrmx!Gw!>$W2Y&Fj}ggCqp0#DK4eqc{}hK6pF^<($Jg&hHGq6}7^
z*w&7!0ED9|D!{jA&l+50a&mG3IDTccGAHaXqjxu#-SzgCzIt^(%fZWGmqQ^CZripE
zf(J21VYHrbb(Nf(`FrNp?c0WslH>)|?Z;FnMNx!){rY9lT@?wvxe$JPWOOeA1CcIK
zuU>^ge=kY_&M`@{1fkyt^mXX6&rJz3@3*T|;y8`%u_^qITB5xkv|CO7sus
z!FMaJjdX2*bfK)Kb_+b!=-0=GBCazcu=As;H8Jkt;o%iIjy4mMlkcjl89}jDu3J|^
zlw)+{;?yJmxi?NqpY*?#oV<_PSUoa2N}>$K<1i76Jh!>tg-NypX$a_ZLRdK|hDFN(
zf;mM*v?_%m7Gj8rPV(c&4+C@a_-JomUs+VsW5By!UK)ky;%HnDVV!OxMH?7~~C
zux^wBNBbL@jXwC2@`o>d5E%ICx+yf9eD1!ygIa8+%`U898gme%3zaaHzc4A=Upb;Lm?QqDxV+nk52
z4~rq9A@coLt;;D|+4c!4!>f4|zUGWIn90}mHD@!!vwKIXwSUeMckJi93JDEcU$u+A
z+oXKKl_Q|J$pbRNzF!Jc)p~Bm5&mn;IWaJS$X`s9ocXzFN~wljjgYjo^p{X6{TTC+
zuF8t4szMmpDYo4zk?IB@C{U1=VWkBnp3Sn|4Y&yP`E?+^kYoYSwmVXHE%X5=b?arD
z9^P5Mlm>1>jb#$r0d#}H;^JkbxbS!p&zt3tWqkEspyK^c*9Zy|s?deD9>GqL!*w*UK0%y_y5a?kM##qOfe&yg?
z9IdBd?3D_8#Kl>$so?v(hfY0McBnNv4FhunITa9nz8T)#yN{w*(98r3W+GNZ{mBz*
zzWa>sv2MqY3=(iEG<4j0YxyJXlUOEQppa-z9^San7jnJO3Z3NGKrwN*vfxVAzrSpO
z;L8E#^ud=+)wC|+1U&(%BtJl%>aUDgK_NMg8dEFGgIQf-OyJ|d!0r6}r!J~LnBjL6
zl1mp66Qku3d!WbWn3#0pqVTe2qj)!Oy|9&^QEM#>el$CR~k)
z)=4+N5gECY2(l2bAnI%H{v-%JmU3~$q?n9^1n#8;E2k8MWo3(G^yzE3H(kuXMoe@Ol-
z4;{)d9Y4#kY11Z(=_VVCU_cx%FR%5CjIZid&gyAsY&!iyRGt3eKaErZD$c7NTyn>N
z;ci=XZ{2@kC6R6^M^FWc0n_pMafIsY(-e2S%doxhHiBIo=!@&OZlw$BYx@fsmgI~;
zb2f`uZ$}{OVQ{cFpJrkkVmw&1C*V_3j&KJULbm9tOIqkU19{WyK!c>gzQHfNA^a?Z
z8SV8}a=PyTk#69mk`xl;O>6iWM6*G*1dLlFiyp0z$fmHFz#ToYdehRecqy*4Q=K8xu_Jxo84yn+HW@pT6CylrRj=fDt?c9Z
z%OzK!mjEGiVWn2U-h-GO24r__VsHm?7(@ktN{sDOEhoOXiAL|O+EaCH((iAt*ix#g
z*xsY-dBrd5u3rkQ&`zz>D}vFx0mFoA0cV+4HXSEz7BW1!q(^&oy`Y)VQc%B^V=njT
zq_2U2i{^J51`7P3p?52`8K5r7&*lJO!`PL+c1;9i+Y?2qsJ?zPicAUI<(TT)MUGzr
zyD0hM=S`cpY
z5RVzKuHIjB;I<<7^>$Zm{J7?^pMFv$VBhBqXH#|hexZf8_w;D@UwL-O$``VxMqEEO
zi{Q0EgP`G$A5Vfh#Rg`;@I?qvx$!Zm^zFaxZEZ^ZK^m~*0GyR|jLpn+A`Y*h0IOg=
zt1riwmLSX)otzk+nnxjC#pZ*Tm3BV-r+hdOBz^Jx`I|#OOZY4_za8BFv@gizFWcf?
zc^E|yD@y?JTFKA*jP;A}+W;i`zcN&th753cDOhFY;`MmkZ1A)~#FB4k8OT
zsYa`4@UVn;&z|@9RChhl57fsiKOXr&(G_z@pmNnB`+Dk~jd3NAf5p_v#Xe=5L4!0VHDmNIj>tnT$KMo2nwa7@knVjF3pdwvus_55;d
zxvoT+PKTP7(%qRAlhpKM=Fn3BOg*^d2wVbZgRsZahMhpNUf^vK@!HhY;I`ELA>7e^
z$Cm^!FI@L=fo96KKaBT10b4tU-WUe502V?n
z^cpIy&+omvcCA1#*F7SF6IX3$Y3U38^b-|JzCYdk`x0eFLAxF`>MRx-0R;ei>XT~_
z{#pZU4oCTzzWz3_+#=|SkzAi)DLFR}=R1uzl7NBW54uo-kn-n`_Fa!wT
zp0J^`sJFYoz}p4|_c#{N%h#_xfwznx#KN{$HVJ<4z#R%B2|;)n=Kzrs8Vuv7X3P!Y
zg`DX>*_WH%3X%i}R$kDPg^t|SQ3%d6x@Z6XjQ}LYkZLPX^5h#Oug}#WR0=<19SYvW
z^mGx16O6q!
zoqP9IS+?Zd3k+m5Z_Q(aaD4=Ad;>y*I~5*LC@@UI-?qS{8EPeCi>(P0jK<8&47{if
zV@m=O@Ys13Pb!9pZ$WEA7~;@i$yO^u&7f5Rc$p!5HaIe(mX<-KCXCIhr_BxqoRK_w
z{yYcibx85fK<6MWZ6gE2!@xkbgacKO)KEEz9S=zkc9+gAhZ#f@8R?3_mKoA
zaTx+nx_ePKNQw!(&>g=@Gs+yaY|>H=4GLO@#s&%U{QJ8bc=qf$uBf;MR2N}&SU_>r
z`p9yktq|f3dKLjneDchh4>y<5t!HNT1R_0nx#CErD`XWBSii_i-y^RI3!|V*u3Wpe
z7~h0;lVs~RKG1riJVXNO1&xD)12iDQtcef@?^vg!bCIh(L#qyVdK4JAl!C;MgHNKu
z>C>`ksOIM8))1i%npUqo^4v0mb?bv@V{Y;3rRbHfk~XOy)rPCtfn{gO+D{4QL>7n!!}I
z5x4h^U-!4yKat9vX!D>?Hm%`}yo$K4;MUSQXG=O0xSXFXS%1H38ar>o_<=lyCSfWp9x=o|OYdH5_o@eZI|zIC45j|E=My&6s4
zl<^y3{shjWiV|*&KUU;kcYp+09lb5gyto!avH^P!AFH!_!x9QC9Hr|oveeJoooW^*
z!E7kjMF3%gU6q_cw@x`CkNp8r|F+-1m!kv)Iayg*eR(0qOeFF*XgUS&-qAqUma(@_
z|B;1W@e-aKEIY4sq`R=wJ<$xSdZLDHZEdZ``pyPjMb;lOU2*(Z6L0I
zQ6Wb{;n9iV4*0a5fgxgyH5F6S1af)y>{)0(v=oy0z=V*%ITARX>ep?T%BPpX4KzNeaIr80W
z4{`^DHdgM1#=UU70d4Dbp-A|E
z-=sJ;99**<_et0!{2cWu2YY*2eBW*Tj(}5F%f&)_uwDzAnsQ1v|7sLO8VJ_RO+=H4
zL^;}1Gco*G07rt%i*JmTkI`4R{9Tl>pLvk-ziIR4l}{D#u!-46Hy5hwO)h(T#3juW7|P8BcRq%2{E_JE2)R8Qix
zAVg={h>#>b5U{56Hb%y!lqb*{0K}4b1a|L!N6v`J`47U<)i~^m;tq;N6wb)h+rXTR
zo|c*?P&>iBqg3?Hox2Z;j)Gf!_T-W8FaHqz`smRcr9#7h-~PI{H51bs!+KRucUbyY
z(z(p=^gPsgO6fYPKjUsq(cv(_#Ww1o9V>dD<>wp51{+M=
zw;Z_ChTaGsB8@#>k!pN~uyVN8g^)n4k$gXwWxGl@%U1c^Hwa9M!NO}HUlC}#4{jgI
z7txp|{+3I%|M}yK%wtYziWJF`wd8JvdgG2|h^6KU>I{&vmWZnmy<_d@Q7MUrf=1Zh
z*LNSSBn-PZwfFFecH+I#;G5fMhcmX&U
zB4O_Er|BK?kShrRdjDRnJ|j4ID_rz_KpO}f7$HhC0sh{Gj5vug@a6p%89me1L=kK#
z@>T?DkPIk!B^SULS5`{5X3cwuBVgS(U_-t`WC!T;17J5m-i`O~j}u5r)^vcjG%?8N
z=|9}xasXL#KNMsVg@7;m_G-s!T={B1LU1)2%5r-4`-D+Ia3+^7|GrI~h(yc}bk|{Q2{UD2ACzl`n9@S7(Vpps5u$m;7f+qw&hJ6)TF$%jt2U
zaOjRe1Yf;+H3>Tq!hl=~2{>eNL+d2@OD`tAWN4X;%*+vXy|oiPaY=*la(LHOJyLZD
zdFboA?#Iuc8<3L4Je@}wLMhsL)5Bv3;TQF3W>+X*&eQ!F5i}+m3fAFGuv7Op2Odk#&)6WYOC)-0YwH56s!FJ^@(fxCHG@!n{d0(V#Q!|x9#r>DYi!p%nBTswm?x14RuzIu*$o|z
zII$EZ+c-usfOiDF@&dKt(uE7r{8klVG@JIGyNifhY<1A1M;dWfB>6ix*;%7Kx-4)f
zaSeFS4SjJh-0kL?>w1H@vOYQY3ZJU}b;(kW_5AgpXu&teodKDK;b
zq_w>=4%NN~cEqSRm{QpeUS1FEs+N$h?lKlsqdDe?fhnx1p=t{rG^<^Mb2agm6C@ab
zWP^T$*#ZDMnTk`~EDC_CM8+Acus9VK8M#bXw|Q!v$HEJ6V75fMX@2MJ+qY31MV|><
z#MW<8`!4@r7{pQ#2mg?1F9dJK_G4mCcZPZZ;`OegVm(MbA+$Ju7TC~~01P0y$Oc_M7Vf;bdHi8MHD_gvg@BQ}vn+9`;p$P5wN
zi>NPvT}2>vW{faI3rNe_CSXa95XU%*#q<@_=vH$9P|DDm5t#PbbDcd`fa
zyaCE^zY$et!3RykPwLSSrA`pRGAzUJw{QEb{{mF(kd$P{l*#i&f}_(RbSK{$#$AWR
zH^Nvky1L}h173C1|CMR;fkjbtgR%vQL0I=x?}kLhv-1%p3}6a}8|KvQ6H-%C_b)Q8XiS{hW_WZ$_xz76OM`}
zdiFeuk*Z_uJ0f#)E$0p6!ym5r+*=Xse1Ai==%q^+f2*D>;Q9D_a@@0MF7t-Z_9f$M
z2I}H#*%PO)>()682$|JBD{rcEDSv)g6<%G&+z&kW0Y45D8VzRR?Sqs*^Eu?Ji(@!N
zHUhd?7Y?`{(ARI>G>%iW5oqSG(TYrwWzc?W{SvB-g((C%A-6f_$XBm;cI`TWBwRzf
zMKJsIK0&atGRxL~K7Mt1LC+F6Z2Wl%UtzjAHM4scS4Cy|gpQf&G?2gwM6Yk)U};7l
z*5%?T`2OHBkoQRHCD`-AHX+yl9LA3Aj(n`Aa`oyPB5dbP$)U{49`f&SoWt*dC%W@yJuAvlv)3y-g|p>9_C|O^J^z??VwrLoCXQ
z;j~@myWXA#sozb0gF@`nf5*oM2AfJEJbZqhGSg{{s6<0Z%E}VO(b1+iW4IG#Ik`{#
zy^G@_>Lr$(b>#BpXkg&iz$M*)r0Krf4qrX)&$w~pc?U~uCDNmW4j#n0jPGCUY;16p
z@BtT=q!vzql;R)`7$r3^D@z+L;5YQbYo8^z`fW)cSw9|(H+6xfIP7UAaC+dQD8+i$
zV5=Oy*?nlef!z%l4Jaq4Au(%XwqI>MF^47p)z&uc
zD^jnuxXMu|ati(^DkNXng+~7fOP%Wz4osmhe*+SsLN)K*N`GMgel=xfoSot^lY$F|
z;P{zTNhw6?o9*g!SJTsH`08d}m4P!$jcLqrOvMKhKDuspua991K#yqJI*RR`;CcEL
zWT2Y8DRFe5fV+8lJKvDUC>}qFjH&!b+gn^-$Zd5Z*+?q@D#qI4tH-i
z{7Y_fVuAXa!A
zv@EDZ>MAPX2-eJY2)I>(^wi*(x>-N6{;!c7QwDy&YHweQ5u;i(3gc)&4-B&2ih+%r
zH%H@^{|ZZwYzDlqoo^m?>tO2H=^!v}*&C4)f9~S#i`o;z$8d1LUV&bAf?s=@?N8pc
z<+A0=?G^ONJwM|t=;6Q}k!=80qNc4K3r>0&+#lh;G}r`AiIb-Uc1I4EUYn*^Vj!OGdRNt=s_=n?A6$Gzkd7(
zhj(!C;>GW*Qh}CDY<5V4bo~1D@qEf<02cX^Co2H*;;oMLt(;rI;p7i%?NfGWhO=uw
zXSrlZbL|Ix?|EKNx^+mbT8`dc`{L8e{M#E`7iP{v+Py~R%cWFUxS;bFGPwEq%YOUD
z%Ytai!(}%$?cpEaa`@^iz_(V@GK9AvvA)$g#J_vz&d5`CWE^m2<#xvUB@4e5RIJ29
zY{-wn<)vDSzwJA?WY6Mnn^|Z!E&jH~heEgb+Z|c=WsAQ_a~3Rqi2KV81~dzQ``;h;
z-#B&}%+ay2Dma9K!(|w+_N{QjM8VtMxLQzCBWxlETfH|w4eAG(FwuM;nEZ7>Y@
zh#cPmYUV%pR*8v;NmvLWv})9Ykpf!!k2t%Jb;BZR8|^yX*cuBe^ZglwF(s5Ia@rpd
z=@b$GczlWUwA<2!8Fp{{Ro}dJWNA{)uotq3X-FVphvCS`sWTFzfdF#{LGiNx_Vo4&
zK?Hswa^)Cs>hREzGP(?cWC_q3dgi7FGHThy>=nU3YT(jRk#{1G8qkJDN=}5p8v3j~
zj;5g{9fMv{Q(fH!Dp~_XW()X;Qy|)AXj4L$zHCNEJOvK$AR;0{*t|Xr&OkRX)$rKZ
zpXb}wEL?9J_foAFeJJA<;4*1=js!}loIj4n#K4#+{_vp}CvWXLFBu#6!eA*yMaHh@
zl0!ZKNTUjmt{4Gm)GdY2
zM}^<{bFJMbd9KPQ!Y!eUP1N>s>JSW+UH}#Hj0CQ3Op6*~L+p;fHUx|A+O_NUty^gm
zU-ozxhvO_Jj-hDa&XHbld4&>rSfpvf@3@Og?&;?umF8t7v-!B?OXYQoU)!~YOifj!
z0tUuRxJAT%=tuFo@?1csvWYSz?sS@r&;fhul0uiSV~zfvYHWr<5I(U)L0(=>SJ$O6
zmv&*;ns$rR#s#2ImzoP7+6oacT`%Lq`IIyh%b%}v8y<}j$p$JWdB{M2eTp>6$Dw>`
zB%b>oC1h12w(uDRFOIp_d?GLUNe;H;{o0zEb(elZj9$HRwJj>|O^~bs7wa|*b-!Fduo`;(|s>X5QbL#`}EDFG<;1uMyEPIyg
z-loI_K&zo%t4e5z9L^EbIur63h6}ck}e@-w95S
zEm>8~ySL~q-ta$YDcO-`%iPf5n)uV3;Mt-#_JZjN|HLu8hg_JI`WIU_ZVboaQJ|KC
z!M(qKM?vY5Q^65dRyMYv&`>K?ORIOOc!i9X0
zPU2$SuTaKh!68)v%9EFqOYsHz+l^h{-rnBRnxD_r4WAjlcA%-5nZ<9Yo#i-~l5H1{
zlj@<)!}mg5r%cGx8vMm2B!rM6v}n#!@95~LZMc7bjk=l|o^n%q$yI@z5BwL*d`HRB
z2Z5may8JCWga-+wo@H3L`>+F7ZY2i*yZ%o?m+$}m(1q-ID1oO!#Lq&$h{EtvA>ROq
zm|{i0nEAZe8=H=}*N~VXfpZtZ|I^acV5(L^6Jgr0!7xD(PiuLqDEya|l@$rQz5Hk2
z949W(#fy;(5`0J^SZ{CxKm}?(?~WZu;X@A(4k{rK+Tz&B7Mz6$dKdU$9pa?XNL76V
zKt~9?w6s(Oc=l96c6K&F#CSr33Ce41Qc@k_`)Me=fO1Xk`l}Yl_9B7y=E8itcf&iC
zvo`~LHUIO`l$_|q4Pt4wTn!~>{Gs0^)ZX8E=rlHHw%s?kZ~1O+06Wx7_Jz-BJN#jf$^{4U*T6s$S)_>jmDOJFP00Aw)>hHCjhXrJ
z*!;@HvC4RtlD)NSx1M7M6TmV#n2qDe!0FFIoO*VnUYI~Yv+t~_t22W+D|+R}EeN3<
zKYvC*ukeBWg>q2?5N?$qVc++JBnOZKFoSe~$B2ZI*6#vY6eaR8^$%XPuu(wRW_$DJ
z;;>CdLgyz#3B?JW8`(v=qAml+vynK?9dT^1G#SV#y=|Iz0K{rBdk6X^m*H;5H6EbWhWbu0KY{YP|^WYG>
z)FzvN5;Jp(}i>si_ei$03;-4|>UH93hS?rtqNzLrPRWx2NMbb__L@m4wDB1B|wHiVS0&Y*<}?=0?*k&1xG7M8~D7~cWu{0
z;6PYI4fk~_nM)3$`(xXmUHWD=xbX&a=ZV2~a#k5S4!_(K6jpT|owyV1j_;$sBH@D2
zoqgz2yHp&bkAr%}ueVjiIt-^ff3>&2g!>;G9o_Y)_n*26bfVk#{{j=5rTqz`XM-#z
zkTZC*>}^Iy1|DgWgp>_d5#eYMs=pceNkl;ppk{F|3|zsBf&&l=P+q@WvPr#S3;<|%
zea|L^;NL{bu(0rhaeOLNQWq+s8XkC5MumD;KQr58Q;uibDGKC{_#=7&CTQT$Oxz@(
zXkjC0CSLdMrHC!?H1}GFRJ;cce7gi779X5-RC5Q`4N^L>v9YGYmML2Cbz-6!L*Mi)
zz8UKY;f5=~Aql}p=%g_r`|SU`Sh6I3Z(C<)-H#1l^
zeP7oi8VOjKnlX08XE{(|?H}6K#p(RRh3mzGa$=z1K;qK+fbj@?^e75!W^|xczse_r5+Z6RPo+|Y
zZQSN2jV)U9nng9vor^ysIeGky)NI-Uq(;mMQTgYPRbz*TubNrN%HHASoj0`*P^Dk+{`AP+)c
zgPat>0jHjeC^K*?Cf7poQpWk4S}3%<$l(A3)m(Z3Yv63?Z9Bm9ZUlzZfX<%3ctLfW
zcSR256dJe_0w1EiNdJwNqvnJcY3e}XLK+tOs7?828b7L7(Wmc{cogvpx=TDYdVYAZPjcYDk2W7&u_9tyT
z61N0q5`_vx7v-(m)aBGEADDS@5Z2D1tb)Y<3IF#pqHq~(Qm#3=4$6SvkOSp#Ow2zI
z>gDOaMSe`#XtkrSVne|SJkM&K{Xcrnqmc=*V-j=g
z;-fJ8FJY}~&0Ai+Tybj^!$CMb@8s$oMSQ;-2OpYi7P06NKL}>;p)v$LeE1T%7nhOB6TEx(
z)?)uA)Rn&wdkt6I*2r^lkR|9&tPIwong+r9JHIvtnMsqsO5;*^L9~TGbNGC^u
z>G_$7AztX!FyHZbKr6xv0p9&z;h9VlWA#Q(W8aOlGZp?B0S`*tGVGpOTtl!A&e-a}
zXzRP+x$P
zA36`*UQ+Xu<^HcwP|9#%3_P{DX~#bo&`v5&8R7~AS7BI*0fU%MY(hd17b!g`j^y#2
zqgeE|Hm?`2NrIL}gMmnB!^2h3VLIB{!mz-Xtgrx8$D`ru^a1Zh1yme}3vfQmU
zf97-kLApeiWlNWKp%v;jG5z!PGVV1*ivdXQ(-YXc7uv#~!hctx@RE3LIIW`}q~=nJ
z&Cqi=GH#DkJl0HOdWfbVu7sB`M+ei@*3iz{XD`glY|wc!cjeCuoS&`KO)e5u>IZQ-KB
zI9Db=)5>$soEv#9)lCrkDB!T%f|Y_pP?xa{MR8Cap}B@cA$`yW3p_aoG23c@?&>&A
z0g2ISRZ*Pkjr&)SgpXwk0}MS%1(pX9B=PF{>VL$@pyKnDIEu`;b!!~JBiy|2)wwtV
z=!C!l)22;Pm>WKT{Z{9{K8W>E9R~D*8-PA=%uyB(s>>uL5vV#2LK;pmtDqHTyDs)^
z_r_xBrr>MCpLUHx8Z#jmASd^b3xb`rKS8`uK>!+J%X(dgikXSq2iNB{^fS3CEDt7D
z)_5F9(U6Wu>IaSaBosop?9aG%W8BcKv{9}k@$gTxen>Ec4PiYdAcu9RQEJbgFGS>|r56uFEMu5kcH#0WF21Gxybci_iSZ^IHoe#XqnL@*
zQ-+uWvdm>Ah@T~5eqTtsXp_23&PFvfXiE%#YQgfgT=QKqEx{;<~Cd!J{Y{p>S5!|OTE
zdHw&d^IvOIzu))!`P{>GU-xwh0V$ZOPKy^WUYj0om(ZVSb{J9mbnW#N$S>z~-N^n)
zw~>-MiL}h`De$~%u(Jof$Nkm5fZM!t4f*45F2I>!AzFIj!uQDZR?^bvE{ynnkxgao
zw5Kz?LdMV%!N`N$|bU%iSX&60bzj=NRAb=(gFxIJ-zPA}iSeH>f=?|`DkhYKz_iB^Sn
z{%BmBA-XZ=5-vXYKLDX;8b&$%`pCm?+`MVEaN*%wHt=vquJJuVD9(b~BgWiR#kIl5
z--rfA^UA+8Fo%-=n+?o}hwPj!7!h54!acFH{}Lc5XFaE10G9sjGp>$CkO^xmI+>#xNk(c
z!}QseY~0L9o}0es0gXb^8nN
z#0i;QMlws7l<0c@yd+e#(eHC&WxVJDG$SX1ga_5wD~6?v%||rM-Cl6j1EubWJ$sIk
zC97EW-N}pK?+pROfLER7JWlQR9caZJaCvdHrO>5=$NrGkW%ltU1+!cC{{xCF_sEKl
zkTJG4tikFh=PhBNj99woKWdIvti7p80}LS$+zUeVULY%x2;55Da}K{}2ZjO-7%gY?1B!n%{w`H@H&Ftke0CIApIQ4w
zODuoEXZQFAF4md5`?{qDT=D%hqv4A5XTvlEDy0Jp7$a
zo-Ao$Gg*Nz&Mmfu_~n-RyE2v3cKWiAIZaOOU-gVszf30t)20Y6E4<92r%Asao*3{<#p^<*Jn{7Z;9$zF7Hw?eCZ6v8{Jgx2q=58tInp
zqMarWuvB&XD~p@7u<`x`lC>0e%|E|r&-2#5>$`s+=>-T6BLrN$_}9?<(G|u29gy)0
z6K2eafK>$OJA~CPKQvnzCQV+Qf8)mR6{TZPimbIA&{c?L(X0ZsaY*;EHbT`TflBwIvhn?&o)*D1>Itgl=X
zo$))~>Nf~V5V_P)z>nyKz~@yp+cRqQVaU2&Sx5sgc(gB?G!6Uv4-j0opu<&+O-%=?
zsZC(-?jGx9%aSNU&J#?|tazrk^wD1x-AtC4?-G%c&LW;P0}*&38qOpA68Vh%a{&*h
z*8dZG{ujf;3!gHPH?u$wBl_}qx(Q~_#jibn-8rAp^!n{s`J^+>9bgl7h<;__1(&+y
zv*-DS&Li|7xQk8~j4@JW{kK=UXnYdyLL;K0mJEZ_S~U4-Od@Z-84w>s6zyKAHX21$iu*(nRs`3!
zaeIj@t4VzLr7%vDq-{V0meqb${`GTG6XSa+gRqMArsb8b=WOKdW%6~imA$s-{Dk*0
zdQ56zPI`aIR_Y1D?6E7B|#sUGl(J91!yEp>I63Vags{uCBEW`Mh$9f9O5
zloa0ag``q;J?<@AMoA#R8QA^HmrnkDsy>4c{@;hvCfv%+y~Bv+DA3EqFd;ONH0Ppq
z82o6Bs-MWw9+>M@Yb@aJ$B$=;ex2q=6qgU@dL|Wa820-UlPBh2p7igRAw@mI^RQ2t
zKdj)&6@!15X+};ylK{1D1|AQDP!Tp{WMs0hU#~=KbV*TxnD7?pHQc=L0mjeHUAt5<
zV<1*M>1ih#N->J#>}zxjl5Q^_L*tI>!qx8sjDCN#+eZIs_Lz4*8d;ZS7fm=d>hoVo
zT5+B9|3-YUJ!BL~ruFMxQ8#|5TZXy5sBHN_`~Dx9!!kX_4$v{tl*w_O`MU>n9o1YT
zrVDo>L7;f6_bb*N7yngRQq*T*!hMTl&&D-)M(^Q7r7pcSH{By|*@)DozuRgP1D}?z
zVaJZCub=+a@5Id1AR4aqu`BVa;kDK&zuuqsuGS~-EMZJ_
z@q^rj@Cywm4l+fVlYDuwY9H08eJhe>ay}?N$dBFiq~YSTwS8tps?TY9<#F*ti(dsy
zrkeQ6ZKrlaCgbe#l4ojeic$M+ty=4HIq5tlP}uk(TTAvoJ8Gh>xCgHSiA3K`Dbw(X
zOP%YxJNw2fUYTS1>m&Rq?<@YT*61}~Z^s5dKk++o{nXTP{i{rp=r8?$ic?5bhm`_3
zf+^T4ER6_H#JZBc7vm_gXyF>r
zX^+=Yi|P{RHJStR3ySO0#vusQ!>O+azh(F&z{d@czRs<8`SnzMM*EQaMD-!6e?c!3
zlNV4*kIIB2t{D1Q|2?**6~0e?fxCH#5u+GeL+ejT_-kZ65Hu6uQVcD@b@?<-=iUQm
zuVHUYR2*URwW4gFWL&!RCp+hN!BS7KB(a#q9!RS9(JipDuvitH@w)`pZ_rumCe>6S
zWV6LEiQOh=79H>
z{*);kZ?$vg(Q}8aZx6nms+~a}a#s7S`oKRfR`=G3=r$u_=F`t!zn22wVi`nP4%?0utAmau+<2(S$()u|pCQOU{4f-(I5@?Y$_{8AR9O48R(
zbzD0v|H0{o_g=>m5~iQOanafP*UQlj+?wWg>c$Q8s9UcWmV>hwReiS6h#Yat`Nx@=
zaM_aTpBC>K`S91DmADRgpIJHo*X-Nrr^GoZ+abO5?ypsa6>rX)rrLgb-P3bK(o>bG
zL#9TjARgmXc0Zu{{qIK9>|d~>$JH5M+j{qDeNs0HTrDW4MX!)XU}?8?%gaMAU#~rU
zHmTY^1h5c#-&3f47gYv*9oKI7%g}z+rM-TA5Kl@rxh`EChrz|L`_x?PM>zv0)pnQw
zv9XD&sdjYjzccx6+5119d?$K7DyKOiEvG%+v%Nv4=Wzd4X}?Z^&tL;+g=}oim^t$Z
zh+~xvUD5BAfaU9@Ua(=mhGiJueDTdjHd)Ui;#_5e-o4(pmtDq!vqG>9Q^5ktiEW(X
z3u_W@1)!Z2Lc~n#AZ1
zU_{d_;A?->L>{h(uceq+P3|_#F{rgWqpI4_a1WN6xHQ!$d+xq*rUb;PR
zepuf8Q&Det(y)G)um%dRAzXdnK!MEH)wwc}D!z}Mk2(%OIH0ip5Y8SyEkOP4(I19a
zy%EfOwv-n>bt4PVVNinoo^GFn;&Ybv3O$Yq5JYCs)PM{eBns!|j#Z
z`G0Q0ov~of+_|NLmi82c211JSiN8?R!vB%_$xf%fL%n)}#`HCF*8C0iw9kYnCFxnM
zcY5~4jFP0v?@o$(-Zs7s9V0`6Lh8R~8FbOE{TcA|(Qjm;qGJo2q1yt!JZpW_Tz%qj
z`>GbV+Uz@+^TG4d#ggC9(bH|pn}2`J|1|l(e9-2K;SYa$OkU7`LG}JGGxO*5H|zSU
zYpV9Vu)o51(VxG5q@6|!n~LEFeij_jt*s6i@z8tG_bJb!FYi)$n&=s^s;}`M<|%Xg
zJQ_O9x2N>kB}oA3PiMIA>fK?z6}43LQiWeXL%waZZo0STG;_;y^f!&J8sGFed2}p0
zAFupg5thy?|E3E0ydUr5H)Zv%{5h-Y-|fG6K!nH>AD2J=efgiv8k42?`%C_RafczZ
z$??PO@}+5|<9xhdmqr^cA3V!=#H=T+9Rm8cs68uJ8*k;DlytOhe587u+B2)A&jO2W
zCz>UGe)J_Na@z37P7Y=ok2k*yt$wYSG45lu^32W?m$q47n*4D664gZuZ;$zM^JdhW
zn@{YwX8?*USzy7G^b#v`0c7OfPfB&x*
zErm+u3%!-CK>Z}^YY!iGheNmSguA7M1wIo#K;+{O-i?8}%2NHnbMJtLU%YwKYS^%0
zYl
zxX`?*8v~wfhJ`hZj^kFnx`8uAe+F`Ae5-+e&=7HUHJ25>5ee1eN*{-QSORQF)7^r8Sgz4!}=H+jJ8GP7+~4=5+t)
zMyMChu?p>fTe!<@-m*o=;a1#F=pu=sxfXibbkH^Mk^@iifAHl~V?L=AHkm6W44laH
zAy5&UNyO4R_`MfnN8w~EiJ_)iTzuvaA^FRPH;f&6X;d<`15T+P?goFoeLkP(lpn2M
zEIrBZK5C_o?T!BumW_q)4KrlWjZgR8tKYpd`q)-N<#GpsN}+_oC_>@`AO~_S7RI&G
zEGt=r*l2Q4Xmn?vVFF-yq|lySTj{Fr@W)-SP~?ksOV~O$+0@pyr+-DZROa7LNAt7H
z%H~ztLhOwoZ{W~ILNzOq8}t3k8TTrf0P`<|gvg*Qvl)V?MA#X`6uzC7Ja??`D)w}b
z&bfH*%8G^5VFny4_$LK(4wy%%3tb+Jqr@Jt3;gCI&RYK*;YSm%wK@K(K9v;njhdazrO3FfXYF~cIn9c{fR#hCzEAE0_$)Xj@_l$;*$^k
zy4WOdWJ8vkB5+c{?c3eFn~r?C(G+QAon+lh!*YLCpkQscerPvtEuo2w${=gjcjS
z;1g?uy@dK|XlfI)+Md`Eak3>68XYP1h_-sK;b|LRwzw->)k*!}+a;f0Lmq)AwRUZK6h+EyrJNc54n1kh}|Z_1*fD+~>r
zLpahn%o>$MDCaZiL2RgnWa!9|rb4w1Re9$2)7R2k5P*!>8P7h0rhtSKW^-n7=x!4u
zp|b{C@eaD!nqxIJQ*u9x<#L(cWAtJ6|1`7t=QLm6->ylzXz8?!4eMRe))xX3D67aM
zS^tte6Jcn;c(f|Vk#36b>7nF^!+ImMb&?9xXh&P={8T=n38;>y{B@GGQ1*?czYVHVat
z%v2IHP3-h@O
z$jxcYxgZBBzG>^$RvUz)FWdamuNd6;q1)sDbdD0!mc+z?&84J-=s<0e;Xj`+Wo7_p
zpQgSIJjRU>o_E?TZAPP4Nmq_UxqH{4(4*T-}I
z-{)W6v&+|!C;#QW*(6+Vqw&u#(zHJ2(md#2j&_98-b{yo{;FeqPu2gvzuL)CRZvMUNN%SIb>e%p4+8`
z=pdrIDGTtOZ^IZ1Q}-*SrM)S4ObM@{tBf{tKmKxqMIZDkbKbe{v>Y8AL>3oH9#5Vq
zpo(Q=Wp)44iZOquo9mCpWsx9bVDbx9C|GdYg-B$ARUE(*@)uc_ZwjmGg_SEIJqYO+
zA$gOATZvFbWd0$)Q<(M%_0Rc>7CAx}`1B7`b2!%q262eP_1H>)s3Zy=@-z76=!>g)wy;dr;U8&H!+(z!X
z&Y0^dYMCzUwmDAsDWB$3UL&6qC&_uC8Eo7vSjw{(bw$?(6b4dQ7!m4B?A7JaH*R5s
zb%mfv5$IldiO+1bc(Iz8yLqvmCXWRv1y=KTivUb{dhApjxm*E}Jr`VVDUR$|RuO`P
ztatb_(+^t3o`BGo5x|_rtWz!ccRB24-92R1MZ`ys^tn6doLMZ(+V(~swH@hBXz=kT
zwn7QRw6o!r^fCFF9ihAZ_kOPueA}(myE5(18jh`I-G^s=m=^g51n`xRtfPPo-@VY$
z(O1}802d+#Atk}4_XT`qq3<-j=XSLQ@I3v4ckR%obSS2}$HS5u>5ov}B
zutO2HjqC3x&7L_a(IURBc(1+-wEhW`>E@*2YzRhJli2UD`K6L8X&Lf!taB+FgmO{u
z%gcQs2Qtd+ELn+RXN9XST)u*sy`iD9P7hBw*F*!X+22__{HX2OO3SK)535|*vs237
znU4kOG1MMIXPaSgpoq7T~1)fx!X*1u^5_j1YE
zVx?D1G0nnM$bt&8vS76stJHy(bp4|NhAaOdM}f919rwyM67R3q`uwbcEA~R>@Bf)x
z-$g;;&ob>1o)>EsZIUqzSf3J7oEOr_@Ay&f{>t?G%ePY_2VLrjwW7kPRWGCR&zw57
zDImZsKs>$1#zqRN_D}_O@7WWXw*K#k`Y2!cTA+D>`fkSCV<%^BCYA3-@{a4a3Djrj
zpxM@w#v#)siDAOq|Mu*QYn_E(vr!A`j@R15hS49ilEffPF)hJLXZ7p$RDVi0SfLbx
z?_bd%>ri=`RVQZ76A8)ce{osae(hIygwJ7!
zVy?P(H(y^{LC@=vUDV$nP~I^)442}=18Yw-R2&QulJ8zj-S0S^{Ytkhq%;-Atm}lc
zhr|bX|6f&>68+?dLaYp~ul!h#;Y6|&*8GKxCN;MK-z!^}+bhai>|p;@dFd;vO$hGN
z^=*)4VvqQ}EQZ79&IQpk5%Sz$;h9NX#cARYWNUxkgVl)o(?;EK?2
z1|cv=es~alf05hNXB?~Rteo|8u+pYW?FPzujgOz3j0>1_$dg|IF6G|ayaVR;+ft6a
z0228Se88Z>NXNkN
zf*mStynocT5}NyvJ*3u+?ES}1$7T|QmUDn{ae-+ekycc8&w5|;;@X7ClZ`Db!qmQ;
z2zkx^v#=nSAGcu)G)tIoUk)eM8SYn|l^>|;<~nLa@>avxb#FpcliSMn8#k_x?!Nc)
z9?xy6E=hh^MZzh~YxgPaa)IiRoSd9;Cf~x-WcrCeM+xsHp`XXXNNJu*(Wf7K$MYmm
zmDnyEDaa8Hm%V+%inkla`dB1*-8$<&O6S|>FL`fT?VIxDwqm=veyL4uccr*Zz+qPy
zKqC$l!(SBlrRJK9P(yqHO-U(g^{3a9kv;AR=X;c}!lsLHB*=b+E0luBGHTZq9aiM!
zyEJ}hYT3`oHX*MgS+_SctZ932@O6>$S(|=>%^yI5q;&u7JFH&NiUzR?
zCsF&{!upB-VVaiSdS3q2ItB?=fvMq<=YkHE>5llgZ}kVmQ}t`qe_V7kj}I&VGIHz(
z#pb6#J0Pn{F|$fOY5jp*5M!ktYmrd;_Oq=;wEFS}a@0Jx`nd^5o@x#ncW=nN-RL(c
z4;oax#`;4EY)qH3+3pdpJ8^JFg?t(~Q~-aneb3>ok=|Gr
z9$jORTe1g>5^=eN${(6DLS^1JqkA`uAOIp_y}o@!$Jbl6Pd|+%8ES8JW2vLQeLl>qh%j$y7N#Tnwfzq%&28z;5Z>X8_1tbUi30Kw2Jq}IEk!d?
zw5)(qSLsnV!Wb$e*w~y~)YlMp+Wm}Lm2r;Tiu21T3=%%Hmh0YX)^Dfi
zfpg~z?MeD~yg!<+^ZK|ewH9e3;>&eTb&5lF+b4v?q{{YxM3@T)b|Iz+L*FRg8_I63P=y8DSn(j`)r_!`r7jI#_Jp&mJWt^lj|?)4k}Zg2$tj12%zM#j
zwOpqE*#M@p0)t~e3>MF3i-at39BB)7M@MJecFGv8yYIH0q-;rvH|XVY{Fo5&FhDBt
zzLPfE8~)sO(6O>L)(!D2e`G_s5*Ag+M-dpW0h`fpP)%F|{cI+=e*OA1^#~ya2>jFv
z@p?76w(Wb3XfNPV{-Q8AKn*|r#h~vE_-YeYhO(a_SyUqEK-MnhM>qLo#~w#nkU#j}^YnN|{!wy8lVHeN(pb426U=_>*+wCBT!eH1VeR
zeU?_VJKa{bbpM!hyIhY?oiHI26hoM$#1PVxF9pZXa#GAp!U!d;vg-qjHw{I^T2hg*eC(Mp;RtZzNa^pr@R2&ST_)Sl7FlL2U
z8fc2H$9Uz+p$x5Cowe=2f0C>R4pw*>e$XP}m%iboN#>1t8EHB=umpGvu{kLbf`c45
z_C`9OaoYW&!uf;4K(iSSw*s=o(>oj96nfFKmaRHIJoMRKn?&nDJXhamr_{ZsAEE#z
z`9mhY0tm)ql$>PMqeZJ$zW&0R8HSR`(Z~p{8&p5!$z8AFmhYf43PEoGmab4G9P~J1
zPtrZRqtv-!Q2n54TrEGplJYCRwDN_a=z*ZCADtH49LXsmL64-@r3Z>lyJA-!NujM$
zwR!oL0ESIksC?_(f`T0Gq9&O4yW+F$oQuzFBtKdtusJ;VFQ+u$1wTq6?$6zr<2(W@
zLCiPBpTM_S=u!jqU!%zaOin(3J>+e@#}7)huVDCF+1cne`}L9)-v@bJ3J<>lpPmK)
z{GCM6$=Lb>IE-UXkG%0
z*mM;#~h5L5?_!+rJ0gA0$v&NVs+u=0?vK$o0Y922-kpBKy
zhNfS5h+o%-Z~Q|-woW;Mwqh5bO?tehEWR+9pBk`0ECuDAs(PW`jn>epjWaqsY)fB@
z$&XM(0wSB6tf~|T#6In;(*rymJhLP7Z{6yz6i4G9u3{!s2bGji)AKgd-k=>A$-!8vKgr^u%FK7W7Ok4cmF4417{|MT1#`h3}0
zvu78ACjOzSnq&8!8=QCVUKlcuc~73~rS6y_>JQo#RaHxF9Io{D2;c$!6OI&ioppK2
zk%M?tD0$SbrD_PAv+zYm7g<{BZ5Ys*(-0jYW?Fc7Tu|d_D~72AKmby^EOWj$n%jb8
z4)MS%)+2pToyS;q+NU$pwJdR95`pa{dKk~JdpKq*$7Y=#@Zk8YaK6L@
z4!_(hDr94VvEU4&;ivI5&BgcjfpJrzvL-uP?q5PqqAh%y?)lK}`zNm)3YdeO-#aA!
z#l+wFPEO`wDxt_kBOSRS?g{WqZfWU$ke$f@sXO=V`F^9|7Qf~Ydb0tSuOtc|S+vkQ
zA;Pd*;2K&ZMhx&XG$5c0y7%nWq(u{c2
zJl}Zb472`IXU-g=Uhf=g@9FXJ$3qmfkJ+A8M_B37vC53$Q-j7cLR&Jt=UthB0Z-arfup^@Uv6~ea%avl?6r;&7J$weVZ2dLkm
z^9X0Nq5`jN%vvjp#lhEW2t1$AW7X`-MX4Y7k0s>fm+OWmsQ$hPC|CRPwtQgFL5qj-&n
zVZ1SSFHdlJBp5Zo0jvG4csdCr&&$wnq~zoA11EjS}@zoUZd8$e-fo)7ROBpY*$6?Fa812x@Hrf+6?4x{fRS*mTjvT(01rK
zydt6D{M_UrYkLJoNAB69{&Tk8T4p2L*eO!$+t-IPZwl&ngnFM?c^@74&@2}7JG0r@
z)$>ZjfUbHgZUi){c4=p1g#7Cn7EQ%c=%WGO()z1rkWz9VKHNn>FktSZLSi_TntFti
zr;F@eO5t3*Z)s_N-bkHz!V??iqstzjLOrgfuXA|*m_f0FhbRvm7(`oROsRet22wAD
z`~ZKbjIDTul|@MtOG`_!1{eX2Q3~B^llIn~WD(&6{u$1oI3@UASd7}F_o*0mz4915
z>(pkNT5;$7{YerBJTBX&duT@tnjI-_i;;1w?Jv{jaj+QxCUAGMBR#v!9o~^DV}Mc|
z#V7hzF=W|7_K26zoz>A~1fKeMD!`u^D4}`EeJq-kl<-gNlkmVvbMdzUB{_xCdtPQ`
zqcK`R-*~7aM)KoMJ|blZ}ihl9kZ#3q7u+
zuG5=yv7Ma&^`b9sc@5u!vOdDzis6vnfs&MfNsATjq=;b@M&GIbjr&yKLVA!%*d0og
z4wa8n98He_awb&g=hfrB*gtB|p1}E4;hJQ;A(}4V=47J1F+m*Ma5r>O6NYG5=>8-
zi%v2}{#I%5guvOUPon;0lqZ|M&h+T;EP=%DjEm&BBSv1-HV;dLBSd>o&rq94gNtIQziAqtsv9ZQOrHG>j8CM6)TuZTs398ZmR?5kDw-d>v}QF9lOp*A
z3B*~kh3MPjJ$q%U8a|$$
z>M*Z7V8PBarQFCci-bc|g6Y%t1${bP)=5qdR2VpE06~L$rx-D0-hLi)UQtoxeW$Y(
zr}L_7=x4+1Xb+IZ>wOc==ZdEowSCyP*pi!Lh}J0{H+-0iK?}&bj0^
z1sr`o`YY08Bqp+5@Rd`fLR0RJs6A8O(?f=Wxhp74GHU7DvaR1Hq_cmdI@BC*95Z@!
zG_*)Fj>tg(DNDpzWXA?$qmnM}1m87*|Lw{|Oqe;Nwz!)Z%`@_^7hQ@K3!`_}!kywS
zPgUtZ@zbbP=v<4^6Q$99aozjee^6CFoQ%$4?N2oedUYS03g6Ky%FD`*0_2D~24gNw
z8{zRr8K$Wt!i>7*;r6_wAXer~_(8GI!awe_nR=y-#^>a<6?gg_vrg(s5QqDD2&K~R
zbai=jEZatO`;u#GMnSOzC|CTPW3-u3(b1MnpC|+-mpxwtiuN6&h@_za9%9(18~5d~20
zj(!g337+@qe|cYVq`}V9uNZHRi0JzClDp;3a8o^q>=RLN&`NWx_@F*`R&CtNM|09W
zB52nT%=HBtoPx%t=wl+ew8*9f1;tW=VLRD5#4$Hz;^fKkgxl#b=L3%Rl|_D8M+--G
zvq;q;*00*-t9A(}IE5_KsdMKJgQVUe?kwTSiI?u;RsxDj;j|A8s1BE
zsHmL>4opRjqaRNz)I45^g|?4%b%!W-g0kL}ymSxG5UmI8g*a!tg9G9L5sJ4JV^I|>
zrhcL|0vHNnYB!mtN;)r$T8w~NHduYsk`z)R+3BG0vWj~LjRjk*U@9W&VthN};AQm~
z(|cxdZq8QJXe=VsXJk3{ncBM@^l2ecP6OQEWpHTI{>VrZ;Q9fpSFc8mH3n>AnyB?+
zr^#n6qMqYBg7fFabOe$Mz+enWYn_y7_gbxe=YJXzuuuIE>-E!1VwhG`s_C-6Ey|zPX3Z-Z|0}Nkx!;(5XxnuT;l&Y
z4i$<}=Rsa0zZMolx;p}?=N^aL1eABEPUQa4Zo%|xxr9^onI|RzK8U6Ld;HfZiYv{t
z?Z(d-F=E901q+PndkzBx>`I$5s+roj?@e(GGVuj9BrwH80sPK5O0;53^2HvgD-PWV
zB)4Bf6=$U$VepX%67>>n=FUtOQPeS%3*)A$jU4$U{e-*k4-3I5$blS`PWihsf+!cm5)%`z
z%t;aj1_$mgMR|5%EAK@$^?4UHaC8_?Ki;7OTM~6wSlUgXrM6A?ZtDx+I_|e$7ZJvhG`i}IOBCdqZ@Q?ULJhhpYboH)-xwbV9a?2k4P7n@08nN
zOavxA365)
zlof&xGld#Q+Bx)S%svPm;Z&l6IfGV;naGO%g;bx}%1)I1JNNCIOym>^mu|beTONRD
z5KK=2ufz=-lv9hSXJ2Bf%Sch733x`_5Q4xV)WyMid#rhT&v;vlUEK;iU(_7}o0&!d
zlT|xdOY0Z>m7gEP6jf+zxZ*9~RB~<*;8z$Gsevg2s#~PGtkwgkU-{YJEKI(BS9z}<
zJLlG&-tP`
zq4c4p?*7J$4$$e*$yj;$&{S{k52vtwSU01V&Sry0!!xu{kBHl+SMbH15C$UD1875B
z838hKQ4w&BKy7KDlE>v{W8CKuGlZuEoJv`0obdSg{(Rt22+Uud-`rLVmzw}q2~=EoMwT_MPth30@i*&LUh
zP`U;K^@uERew5ZPwm5%`~kLP0a
zd=lXWVj_wYzC++SqR#AJSNQ0S>gOQ-^H;2xis81g^e!x2CXv&+h8!(Gd_N}mxPIOT
z*ZJ=hnf-x>KqFrd-L|I~2XVk9638UF`#RDkOHHeZZ0%>bk(FR!@phDs3Utk%mmI@W
z$EL3Piao--+oze-P&UuE_0(=lu1j0_qB$>q6Mb$_J*jbqMi-xT`P1#EUN$CI&z1Nv
zfz6L$pj>qlNk5H0(>l>`gW=Ok831#yyY;1{bE_zlF4Jm!_*QyyW5O<4h*;
zf7lKrTg<{?q$t3YP$^Zn!T-oha61@_F={Gv9s%(IE#hXf{V;GcYC$I=hGtOWV4ICc
zU~t{ia9HY+z9U9-lRU4eXiaYYGu@*r^EVxs92f~~UpLfyjCIvjlw`u&VLMSU)1Ye`{g7lbBh$YUJ@eP7Som~;RU#&@LA;rRGpR>tiBsp0{5HlIj4YQ7;)&y69!&
zeP+10*Tr?@bTU7rvGj#_aJk|AXxgbv>>M)-pPl
zHh`g!Y&nw#ru7FI{7TwhPQ7$#%#SzYnl^&8Q>G{tmA`(yg^zUi@XOU^@#YaMCI*AL
zcaj}E_mV#eQMjK0W(*xMVhful-~qc+)8ys!rgYsTUg;*yWuQli6rhVc;ZuVqZk9Qckv^qtu<*YT)R6N>;b&lUFX
z*wOd0>8LGmc-140<(?zwLdR{crn871oEi4mHPJ6WNF-ELTbZesvHEkJ_lz!dD?%rP
z3E`A${5mKo=o;7NE}ErYNGRC=Yg76d?`0|EBw9~8qelyWO~JF+fb=p%VLP#2b>qe+
zC^I}6HYJ(C`!Eae)y)Icoz56~-MV!sl*n-Iws0q@l40JqhHR?!m|lbr);IiHbAZXBTN(4HTOar5P+r3o
z6n2JK>^euhoS#2`?!(&^_OX)o-zSn!9h&Y|)r*-hc}NI+
zmeEUXr4t8HHX8fNap{Y7QY~{vKxOno6U1ROw>AjK!vQ+bQEmos^md>uMS4nc4d?-e
zq6=+xbXqg;BopEzl;}2Cs|T!uexk&}gmCR`5fgJ@4iA($et_N<+obD&SN4!`S;u#I
zva|eC9D;dUnKAmOjR_&9-rc&P^rynK8bun|>2*o3MhwGS<~UA-$|l<~`J*%^9Z|EE
zh)odM2kDsSmm+z0oHv6c>+#7Cm8nTV;0!@psNlW*Hw3|y1Sw)-v*hF)N?Nh!g1f}J
zAk}F#jf~i?=H<1aCiew|<;Q<{Qc}O-s(^Qt`}|N;P_V;RmmBqG#s)=lkqI<0%9t1i
z|8c_nk)b1!bggdh9~%Uq&8*o=X7?;dyI{d7qgoUpn<<^0$iO*i)a@y&CZnw-)%F`-y|))tA*zS#Ahd3ZHo
z3>XOPJ*xzZmQ?m}+nI?wa^{79aWgrUlMIz79-oP^D?sd4EM!P_W17
zCB(iQ__`^-R+Jk=wE$=M+1KDkbO`g+H}GoP$D10DYu$Rgi4>HE>9?W%fCLNf$%M-0
z`VhIFqf!wTFPTQ0ClMK`*_hIqg9Z(9VZ!fXKPYEb;sXcTabd|xa!?O8E2tvi$TRNX
zX5ZnFYs%MLQgj|=;un5(s`84d^cwasH4y%&O=U@<9OOxCbx|a4p;-IHVFcJ=MzNXJ
zf?UY!h@pgytIk_f|MBA{?g}GRdYJYQtpu}$uD@)P$rQaxS6zy(e*OEmgtX1e&=!lX
zze(rnC>wC;L(xlN=>XFjZdP$0O+FJ5EO
zs)BPs&X&
zKxK9Hwr>g!w5s{K2@8#0R0$3TF2U#Hu5IEY+hZUvRwoiiGVOUW?
z2w+lA)Ip>v7djo^Qy=?Y6Wff0c7koczI`PEYs_{xVShm|h9CzB;ass;DPT?-m2JEN
zcycqmj&QU^c4}}jdud?Qt5+|!8M=>LQ7YHQk_m{YXK5N00g8k8?tv{T=wgiSr5
      >;g`S^uHIJ@NO{9_b$q6E97SWeos!bhQre9#U%oURA82-Jf2LaV;=~HcD#2El
zaLip#fMxy@M$_qp5mcyGm&z27G;5+{casHw>fUxX`LG)@1rrkvk`2>0ZhCq)X%}q{
z?r+K*%qU%19w@Y5QfRq*Rs*t7#J7+b*Xgml_wH3=Lda;7k?Zd6HbHuP7-E36GKv-3
z(cO}tpI^5zT0UHYOm$<1dEBKk{|57;mJQ<^NoQHhgN{VSC`OsgPK{zv9&_pDn_15w
z91HsSIYMO2%;GaFTP^HoM!Ks@N=mA(E?Kd4=T0N*&zlv3#axADM;B8(a_&*qP$<88
z@}~z%Q)cI;2YsK?GpLhDBk3_WFRwO5|Fm+Fj`oMU+q@ghRHUWv=g*F58eF{iYqG`1
z`P=8RG8tqr7385W!J={ak&T`G><00fWRhU4+Dll4g*D2>=X1lt!;w>mx9Z7+h-sr1
zRnJTg^E(b*lnEA5PfSegX-toclnIE$S%B!p|;!4}c;_7Neq((V}p!w81hHYxB$#U3sP;=QTa_<7>
zjS(ow=FQp4!NI|GG8IPPF5-0P`NN~(H!wsp+y(ku0Mo*U|a|9EHH@tNks
zhY!ZZUQ8PKE?Hv(&2f3o<0Z|_%~PKN#wvkqf|Crh{az*xcb0cf(v{9~hP)}`uxxxa
zGCVr^?CCUhJb*X&f#77GA3Rp{kiHrfG#z+@QzuugxVX46*YQ%^>prVI+Ee>#O%h3g&5vS2zrEf-qD3Rqg45pKzBdI|ZHjW6
z?J{Wg%Hge7)s`dlg%%Xk>x%t=+H7G^P9m7(py|r$aQl677Mv#?>=~Pun+eoddZu6LM
z!Q50FV+UYH~*T$>!
z669CMWS?1`ZEISasI7@ys*z>&vMdFql7)-wT)Jt!N`QcQ{J2AhpW#z~|5(8mhj)?g
z7cPWt=hS!_H7!-u@XBx$ki7~A$Elg|HON}u
z$grVswnNT>WVz}7%wet8d))aff`Wn%=!B}WcQicUcr|3@_4sipmPrhjv19&j1c0;J
z@!L%$xHA;HZ744ovD!FQ+3F}+RRB~vZCXm`V_f68-EI>vka`kT5;VHs-`S#(Z4<-T
zEj~Z_sEj88Sl^_p;)Th#*D1kHJ*-(-S;k0r;5s3;ZG+c-{`?u{$>4M*PBqDgF@O>W
zh(fr8+jPHRR(3Yq;lqcEOuxMztN{nAMcS;5mOpXz>eX1StkkON>hvpZ68)_Oy3INE
znO``pZEb6TK@(B+yHko76fui6$>&cvIy?7vRfbEQIU}c_;Dy;@<>pRm5-SaVBo_Pn
z^so)g={J(m8O?OC)V)a+Kbs&0S6!{=1b5KQZKTdMq?k+358+myO8Irk&ex*Tjpk`ZRchj
z1CDN|P!8|7r1v9(6j|J&38n+kvikO>{WZwvBIf7TP$rylPyRpK+LTi-O3niER|22c
zL`ZH)&@Irxvd!o|a`Dr~vJi1y0vf_j-P^it+sl$?>;%56>gnkP8|wKotc>#KFb!7oOMmR
z_>4jU$nu6t*vW-mTegP$p}!?h^VqRt1c;9&*k$q>RqV-n{aWq%n_Q#1ct4>2noLVw
z9IqEVs1{Tx%58Rvb?@F|KkzxamIQ!lW8A;hl`EA{
zR4(;nZ3_`Djd*&Fz#c)JAfe}f#NHy2H`!`Bn81i5_5(@qI;Nals%g~4VLig_Cug-MA!ueGzS62Ayx*5M3UquP+I&#o
zC#R=7vujeLHIb*tDwXl)E3SMAwywFSknI|mc6P+7EzE>&u_?zsB?OvF>$!gG{rhXl
zY_jR*=Msz&c501zV;XC{scx3lsoClAdJLaWo7Y-oWp}a|3a>8VH*e(AMqQK}s6^NS
zaP{8Yp;JNNDTE9KFu1VBBV%u9+R@qK2M{mpczOK)H
zy#9Q~UTms~@mN5t0s;c{c_){zqm2ODH~IDHNv!&-$d2-mBuuP^uB2Ny(on4ZU<+1-
z4|2V|Aj2|>hqJ_a?piuw8!~t=na=ujy}h}HO+7UNSd=QL028p+I3Hp6E{;G*o%RK9
z9`X=Pz8m`av-HczNPA`7skZuEK#>)
zgGgwqL1|;|xf#Hbo~Fzsl!`F!{E2JR
zf}TH*hDg(e1U1za{^(bG`%9n|&1u)!(R#bmwM^Z84X+xL&tE4x1Cr-kSCAEeCDB2|
zh!kQG$<1u8Rt1dZe%42!hVugw5+JmWp!@IxPx{7@GChbB)g
zYkU0Q%ET7^C;$BY)5pUzcTyINl|gE?a(BR0K%3f^w^
zs7=sRMHIPbiHVCB91$*v)}u>3wBG#!$G`jDu+vlg(DsGzryjKrhO;<*eK5_Sf~DTe
z^JZ7j;VZ|zl=59BbF?>;`=WTzU(#!SM=NL%|Mjby_Up^XAZBEuHs))4)d1HY$(}==
z{RO1)`0>V@H*S2ZOs9VAwYrkh)3C5G6#1Sm1-Vbpui9?t1tL#PO&w{SpQ~^5dGh4N
zq&6~scP3w|<8$>;5)K1l4%AWcAn`rNQeW{F=
zUdZaC7oXYJgOgKJ2>DAr%{iF>!Qm+6anLt3USEDe3I>jUB-KT7-^7&o{SyKof5_fH
z_0Qk;?rQse;Nw2(_r(*_2Wf7dKb*aCYcAGH4}!;w(Yu&Yl4tD+P))oLE?yCRG^!8{
ztC9Ghd3l8awV6~!NTSTP>E@4P)on#l2s&b)x_2MBjnIle;}v0#aQ#XO3JSqfjt&k+
zB~MxXc?_iXsxGAt)bIL@dM_$|8EhH9zG6cUmZE(Y59M__j!#P8LoTQql*~8G1LNy`
zHii|p+xB$4xxNCyo{*zPL;2N=T73NWG79Cl;G4~F$(b(iEd3mZIf?_rT%Wj{l8X8+
ziqe^Wv7Jnro)^9?JWLYavB`hK?Mn8(fI
zTWDyCtB#W29et4^{XE(1=fkjjOgG3cpu7Bon$EHJhT>TiIAAJzZHYwaE=pl1SDp5i
zk9hy_V=Rh-|H1Ruz;eEKSq(9Yh-hs&a83yj``Y#E^xEsm!L|x5RlBTVY-~I=_;#L+
zzu8f+ZFqR3`f%
zx@J3v8~_AKgZNWU8?=lmz!;uPhd~&5L+dTAZ`xwf#7SSf55e{Bbcl6RMLmCS^e*8GJs1G?>
zn{e>UmTjCj#@8?A*y?}HY0V4!E0&WJlUt9TS~hq$ackG;$49$$L+h<2Zk_)+Gki%$
zM+aA4*UZ6MZWY(i+NwJ@H)o$k+9{OWo4;Ey-G!~vKzD!;zXk`B_Md+El`aQT0g?wh
zIG=e-ZbQdc#9mFhsp>N>Z4HpLSo!c<5|0=X($doC2Cbpkt=lCajRo`+^7hQ^Y;CTi
zb>5$ky98zzg!zy*ev}QyR}E$fyqF0PT5m?8GhBMrFl7qh2nj^Wzw8q5!&mLW?{BWt
z9=;s9c=6(2KYqLbvAKEcR!_aIdwMU#s=sN`>?-kckQ9`lTA-$~Gcuk;oh?u42oN2q
zII()o8gE7j-(Mp;c7>EeA$yQzV0JDvx+*76-q^Qq9~oUD?xLnip{D?iJr3eMJ9rIA
zb7QS3`kunJJrPfzZY2^4!Ups&l~CK;w^u%(KT;PNso6hk)0Tq#%+ARv!+YtoT)4!8
zkzd}j8jm1*Px#bJpE*;p|B*=8y&c@K&f^0hPr)Ra_gQP3~g&kI?17$N-;
zf(0&-ghF}_3ZF8l5x~uUd;4+Cb(zaIFvLU1G{Fa*hKdh>JnZjH$?bFX0h0odF0HRu
zB~&uYx|8U%wmmhHnwb{0!{y>h=ti6XtAP9!iKILNa%c(-%%mkZt1SKP+qY@p*pQp#
zfrNcRLPCI(aq)*wojz@fTvsT+$6axSJrysm19uqq@7l5@976_>Ck5i}3obYM6}gVz;kO>4`h$7n
z!HlfDyo$I06%&(KqHu~1f94fP|7F`z^`P8f6GV6bFtsJ|xmE8&OO~&#Amm_&3xSD5-#|f5FvmAVR3oBx11h%;wLrb*S^JJwZynv?gR=aZ
zjLgi0(Gj$oo&dp*#5$P+NN=Fy>etg2EmWr!h-SHZvffp6QbMDGouoqC
zreYwa#usrcY6n|LI{)rgdz=_q$`eQQR_*$#9-ND@9huW>9xU
zbHl-Qdv)ihd`XW-R(!T5vK0W2NpiQ#@2fHnOa`93cw?H7ArKj9Jp?=aT$S@%%B#ee
z+x>L;^CmHc%vAFx0V2JD8l^e!J^Ifwrd{XyT>_t(bG;%ugPqSQjKwFu#Y#FP6C_+4
znScsTa6Z~VeEJ{P2B_-+z!G%x?D=ye>n~7Jesy$2qH*$-d>-;^No#BCz$>!QJi@Ng
zkVx>8hA3BJ?T&^E5kUZ)E0fQ^yC@JaiZSX1QG3*My8HcczL&32!gV}k47+S+(R^vL5Z4SN%QCCX6@;*e)ft+
zQq&67NwK}Z^U!fOH@CXX%2yW2^{`1I+_vgON#v+wUSANo~%_t7I&
zs7qL+;@$n3t#yQpRTpjc3KVq~kgZQ!DhA3{YE3VAi&Ky-dj7Ur@Q+``-a-td;U-fM
z_HjrHIIt0!>v|kHTcD@G+xH8|_I9=Oyj0mT($z#JMIUt5M%71@WDvc#d~|>F0(iXITex`c7C_O~&71d;5K&J(
zX;AXC5;(oRrzaMPyYU7c>fY0*c~`OwBC8${CI%>@={``G5C9}bz@ZUT1G`zvU_Vmb
z=*3*rb_rUf8N0VV5VS!TD`)tu4+pCxR?g+%kW65nSnZq)(AYGqcBue;Qm(YL0-*&a
zfM@=i^q>4OILOWF&c7oKYBkA4=g*(7V|peiB`H}6enBrsgL{D1=Cg6}xwi+`qB8!P
z^2vw37L66}6@fxVFY2U(3Rrc0gBXh>X<-x2M;fU_u0{6YWOZ&EF7`fP`uX`GLe#SD
z`eTvQx)5Mwc?(#!#G_+O#BeW0G9V510_ICLq=+_rfgjQA!VW?p80D`KhGVM^Qa8Gf^t}oAe
zSdK(YRC3YTk!n(Y$dDkv8UYgwjgErb-kTfx+IkL<^H+a=0zwt|_Di<>92R?DOP`vY
z#T>(0w6viE)C3Ay6A_bC9wHV2e?NQrGy=n6ghG=bE8S_4I|D!ZtmC$!4AOJ7(ky^%;hzs@km#t
zNpp7kr7wXo5WW(0@-(ojK_)6l#Ul}4j~GC`QsV2|(yLL@*;V7}{2yuTv(7$pC_1Pj6Cz3KlIRY1n73O-3sv5-m#ts7M8`
zOVo}-zKPZ?a05{aL=(hV@Y1sMm@L#%5UUteK2Ejdqoh4we6b2*KzncRwC{jz++3En
zCCWQ#mqO`|g0jQP&#w$HNT>!ubKrcP(+yjbp07$=gf8jO7{d5b2e5o1>-+qbvk8$BZw^*A$iL8RxDe1rQxt?6j@=!gJ
zM^8#fq>k+*f0Z-h*uu==toNepAL#@!J&@P;n*TdLX~E2MH*wQ`iBD+E?cKX~^{Q2q
zXX`(G`Xr~KqOwR;<+7HR769sxE}o%y$i8T-OG!zUD9*!nfw+-D)%O>7ciXG#S+EPP
z2vXhOzdxM)ROHTs2g)ct#5n>m@`lJQlu*jaQ>R$j*rZ}&VjglWyLq3o<|Z=_4-snI
zCucytT??k2wZG(Qc_?q=u(Y@2H~ki0csw5Ks}~}eDp<`!2GLlsa{|vF>=LX~lofr6
z*(_~to_#oQp2u&XL@3j{^HWFs`3`faB9
z*N<+OSAjfLyf%~H+7}1x6+q-76MZ_kmO!gVB15876c_LtH4-1T)h2E
z9v&rV&Cg&k7~s8s_pSm^2pTd6a95<|V3|L8>0#>*#39%~FLZJ0WPw@%JD604of4RZ
z_#L(P#4XY?Mo+MYsA-VfeoY0EbdL@evE?{AImP01w4zRFRaI4eQy<^IH~RE=FCiJD
zM_M4;qaP$sLqj8^Gmld^jWrklkWq=}Hsh$9uPuyqY@GG#@8xO+Z8LL^iiT;8CM
zt7Xf4PkOyhHBzT?q%_UwV5=^MSEIl!Psh2RpWtgWx90&8?Mh8AUA#zaFLgjq(1iA{
z+j;OPoB%|qyr8c?Jj&tYM0h$u=n&5yZP}CL4s!vb$Cv*y$
z)O?y6)c<(@322)}hFJ_o1r2S|h()VW6?rM~>U*d≥2AO|&^dGA0ELUV$?u>+2bu
zy7m&vSvQC1DIOkf&zQOV{`Mx)wj`a9$;ruXlFct(j6gFj3?2rN{wIGCC{y@iki7kz
z#`wFy_D1bqw2m>yH_1}f$#X)4QqeMltfV9%!R_GK
zVy;sx`}dy!_ELnDfuLHxp3cZR4~2xRb_fQ|*|v(fJc4x58c+qPQU!#?5iR<~4NA5W
zPLQCHu8?Wb{4_W?5#e0Bi=(tS&H{P@bS95bSV^r(Q6SWBD_;%-_HXp{jhEvJP@
zlDMp}T&~b=;G6Lo9(;E^JqrYO(Pg&3UgBHQm5&cw?GHC6z1D5JpHwj0_!>P1`Uk35
zQETC&alx2P3R~jH#7G0J+AL7mwxrRmzmY#2gp~ZU#i^Gwz?%FCbiFpRA55N)m{j6a
zxdX-`A{fJANF(pV5)X{>M>02nu2A{fs{L+r3NF4S!)F(2_ou{uWE%-1qi7`5`#^_H
zbg$A>qvhV9p^$MzkeT@-NQ%VClP4dJ2S9luZ$g{4Za@vV^I@A_mLX8~eIl;ZfQZQw
z^9)i)$taB_ALM89PmD;qu{hcZ^3bt}pQa-#*nQ5C{0aTkm(A&ba3(Omv;jk>W}c>KuN5Oa;Xy1LzX3Z45vR_A?8oMw~z+@#^V+S=M^
ztXr9Rqz3ABBNQH_rSS#mL(n=%3{6(Q&IF7F=C6Q3611Ebze=&`RtOjayZeIkeuNxr
z)@a}N_5ACstmdI3dQa+G-(e!Zi%jrpRTgbNUiju*;NiWJv2rht=YN@=XnVvY3AU?@
zFiPm>;^Km!?~h0moB92&Nyl(*W|Hv3r>u%*jd6h6R9XuujUdwinnT+GQYN!ikaewd
z^It~J&kni^1q;G*r3@iicRX8>EL9}V1n~fAW-v}=A}k3tOF@9x&aD#<$lD8QlOd#n
zo*7Z9U@Q=L_2u}96HEr>Y&n%E7U}2TEe9!zMc1ot45pV)aB85bn9_Vdd4Z1V66URK
z4!e}oc(c9rj5Je>TFM0{XbEPQqKF)h1yDu0gp)%dmYafLJ7nxeA$kn)q0AO%szoz3
zht_I};Y`D;7RIK*H%NS=-BBSWkWnym0<+hzU8_mbEuc#xK&fyt<;F%3C%9iQ@V1sw
zy9jk8F1B;$>cFDSd@eSVPRbN+3&H!6?)tUw-@m)m;t1kE+-Cu26+zFpLdZa`n|S*s
zvmZXqOR7R*PDkw{;mo}9NkpsrylBxd0H)8Nb8}4K#~74D%-FT{yT#(6;=JQZ&Z>lp
zWdmbbx^cAx(u-XYac7{Deu9{UGKjejV4w&|O9?F?Ez=}W6Htb}Mo=V{cLzbc_n~S^Dj>f=(M^L?MmK(_
z6iswLUPJsb42qPL7olgEq%L&fE1*dexvMeIxouo;er`4!%a#OJo4wfK!(X|66G{8`
z_)(8#ht*)iO>>`jLr0H8w^LmpmkYc)v0fB?X9Yz?>vhQ-NSw0ayNEhUcyZFlJ?6n(t&{XD@9;q7*VPFks!c@23yH790#{uhk%|YGJ}+
zVq_$E1fW$OX$OUq`Q1UHMGlLybPe)iNGP3e$QlKGW0$nE^v|I$jb|?1{60Xv(UO0<
z*s2eK0+J8QQN9Vh(u4wmI)uYpNqV+D=$8^}Do{h`WZ7+EU>NPc|L4yie^KWQ=5vA3
zsJd||x0xb>nGfoQ6>=CMXq63oEqha0W+CX78F2NIP;iq&=a~9>RBtR+;W#63$|nCWR8AJ8*^
z#YJG&ZFW=@5kjoOdF`J=NNWV3hZx4z(+gj;51Prp`C9@JE&qr?l$7WoQD>DyhYmI7
z*e8LGaj-fkB?i9TcXrmR23bBwzZGp>-PocbyS%{Tw32m9rl%j$r5wpXD%8|Df)WWK
zEX5d0>M=p^xVvvdypJOwlzb{JJ$vWQ9dz(tt%<#G;R2(9dxs!dn#9is>eh{hcFJ;f
zpV<@+EFbj5T|ua21xkkpG9XZbsoG9K7_*%IDAQd&_y&Byz@8&&@ECsI4j2rt>95yj
z!{_qLNv;VLbJc*IZhgWVbPq3yYfx@_Qr28fhSbFlwVpJ?8JznL5rqH_0=wD#sUCKc
zWQnJPkriB<2;eOaZR?u0k_bM}Qo{T=cI=#PRc6+Wv>^uUZ3+j
zX+<11X3jUKg2rwYog_MA
z#}}tX9r{v=;%5;?5vn?l9|or2me5SbG
z@kpM1&u!1y`Q)_dr}C1=eEa7)f&;u5n6`-t2X0*RdJV|#frFPm@5BO=0lhG3Op8Gn
zzYGoCgZ^|ERxz=$k(fr-s&P68jK`0hX|G@L4@%zBPL}CEyT{SAk(8yX}Ze11NE@f0zQafRMBDMlZ@Ywv|Mojz=
zB{Rm{e?2*!reCz4IR0TGd4@hayb=*byWO>ju#QXok6k*G3~g8oEPM7Gg}U|x?kubj
zv`H_n3nronSdlT9Cjrq!K}T}xhQ&b%4RumCw33<|~L%jpJ
zBPeQ$SvEKxdXW)Q8yrrMutXz(_e_9Mh*kDdd2mo$(>CXkuD!4kpOTR1foKcC=sCYj
zP95ad#c`ZVCKHqk|6ubnXTdF|xk`EV=IaA$>@8GPeDV
z%3uqXXeroE{63HV8X1>bfJ-Jxg0vwRjern#V}xMxc|g=fIE&6f9(Q=ydOfqn=`4)=
zckkb?Aq)shhjh^~uhsgGM149*a=&bW)r|0YQolrJXlyutcGY~Ryr_mAzt*|D_@^NX
zbYg4PzE<6+_omw*qBB=LGklwkHZYzdmKML^7di+PMsKby!(5UUBwH-@Qu*W-JR7Qbabb1uG%F
zs*XwSnZGLEz%YN_b0^n0VI5MkJGp&bAwQ;+0d{9vd<8k
zpRp$XT2jU3Gp?{Ha^JqmUjg1mA1duB9QWb3~nos<}Z4TLXNmzd}rWdR3N!;>AO~49rq1DS`V!eta&`6+a@#r*sFOwvlEc%{Q0Fj$hY-J
z`L%N%;_tS(el9%zf(C{ZbXKAGg*|@!*d=5TB=pjQfcEU}4BpFEuI$aF>VqrpK*&&1
zsxfb+dsra8(7E_@OzIz&U5871j`%Uy+1c-j
zBBw%Od%OwWWb!JE`JexkC7eys16_Z}wTKcwAxb4kwBqD
zNqA6&(*N+Mn<9RQboeCO2L=+s&`na>|Lt%$$O~1lzrd6<0$V>i!WN)P^mTL
zJHyYOuEoE{EApJ}C5d8Yu=CbJw+7qXHedROaoKhZs&UngRa=P41c)vL!!`CCd`_{H
zkhrDe*uD({lg?k^jxe_IWhWR5G9vvVl}$FVWTP!73GXLqOEa?8yT%c-Sa)@lX`#m=
zvJ(p$2Elh|{ES-oz^{haWA-sP-_T@CLWcYYx0k+)F(cWp2ZwI#DxVQ79HZ09Iz$9+H9bpl==kcnSC2
zXyxhM#0o&14&at9s=W*IHO}m_vE>~o?+fIohIGxwhr7is%-3w#pz7e@ke?_HBPzt8
zhBUaASQr@@=RZ(Gd=C+Q0Wbv2q5Q6oU2eYyr|$#s8v6Y^*>rqlB#oh93wG^)S)0VaYw$BTP0dR`eX0OnBX-1POP7AD9NoWve>&_^Z`sKQkG@#BYE>nw^i~?0
z?gdYl^2xGbQBB-v9n&@9(MPL;Q4+>BZ*XK%&XF=nvr5=?Dvjhd(A*wKbWqXr_m?i*
zQ}Vt-wlK2s0et_g7nm{0@UF;?0F9)Njv~(_iL6vbN=@;B5Ehu*N%tF=CI<0(IMs!E
zPZajW@%z{y8p_V1m(B+T3wY>dp{d>mINNdQ=PzuCcV4k*`)V2Jc35ik+SD))y`3uk
z{I4uYr@emlrhwNAYwy2GDbTN1ue01sRkOD;w;XpE+=C?egYyPCo5$PtnkxtCITrp*
z@lf1fxX>N>*FWiRvENGDLN+|X&?rs(JH#~gP7^x~@w#~@b7RX9>V7El&;K%;{4Ljf
z)LbcVByoS|UU6~pUd@HIz(SDkU8G=?;qbG^_U^|u-?@KZNlz~{yp$ZBvQ^$^)s`H)
zeg!$X$Kj>N_Fh=^*D4C6CB=rk{@XwK$AzysT1k)~mWjHqDcJ^2IeLtoAH5*(b9(L7
zt7-o0IUyUG$m{=B8|Ys(lm10(=*mK__1MR}u%M-6WNd9%SuTu^|FD#baLy
z&-n{b5mv8WjRehd^1nOr|4CTPxQ`8pirt;6n4Yk=Zn`LWeDU-B$Bx~pC~2ptA7l9~
zr@>DrSD|8}x-=of85A8^{@Tz
z$^5ISi-^!F755>8`alm7N<`JkP@b3RCw~(v8&%KGHb8s?OQmV(P`{OYagHH
zEPD)*8XdEyobL7vle_>y*G%|LJIi|83DH$p5V#|DOzQc;WFl
zI#?98FiXn;q2kqoyk(1Rvu(XGjM&7~Tw6(`RM2XkJ_Xb$b4T+UKR|f*ClCttkboXxgx}pm~Hd)7%
zFO-C%VTE_4R;^lvs{ELd=2qoTCk($LEFc59!(V>$L{-Ne8F+nyc(n3ohR#YJkkBL0
z31rs0b&$%SAxV+V0pAWR%-EjQ@$1byzXTCuJ6K5o$8K2a8I6%gei#sp1egD%%$F5sQz87w0K1gjaZm4LNY|s`f3!H=h*f}mIVlg)V6hYbOftdIf^hi
ziUeDqp{`SpU!zX#qfP-F!;>!CUmlB))3en}PfxcJ4vONGm6l%H>Mn+E5Zc_X~RpEpq=z@bmGJ?%5B6t4EJQawhu&Yk?8*q1;>%v_TbhsOOjd@yFq5NJtWX
z85dr7@qXc51)?gHcdiN9_Z+|X^4cs}1uq)eDuxDxF}N0pe>s@GXmMdc$5%B8x-u
zlLS6a{l}xQv9X!dI-QGB1lq2Ft}kn_IS_
zp+TjHI(8>xDm?C7yS6y1*&?p3@TAtwg(3aNT>JOza%jbN>356+)DQ9=y5n4Q?CP@W
zgLjUQUldA9|7^K(dG%iEUn&1GYyZQM?i`VRr@T;YFa2b@LB9f-`k#LhwQ(VM|NC_!
zZsS`%>~VwYxkh&z^}`++3&GevJQ@FRvA4Y5DK%t*xyf>O0uHh0iIz)DOAyTC!qc-b
zxdw)Yn)K9VxbfxjCCn(azwB}n9xmB}4;P|ElMYK3NoP6sgDU#^`rgy}7cTJW6;j9w
zgt`(3FR!`0!ona-zbNFXgb)+2JKLj5<`pa*b0r>Ccf4^It<&ZS+L-oi<}r7BB_e1)92u2o>|iFz&T
z2Z{MpCd493yshvwaY$2fCPhzttJZn1vw(m&Y=0{09o3+xuGNhX4YvdS1q
zzs0F1CMy1JeaAv}F}I~s#G_A#97OQN#=`QrsXs$_z4ZH)@hh<#Tyf9F$2J!R;@}M@
z^3|Hw5bW{*Gtk^drTmmaAC}~O(eCqe)WyffMxJXy_Hv*ou58s+PzZx;r2hP`1mt%3
z=D}-3eS-f{KuZA|J5!4z2Jqwr3!c+|!5AE^2W3(P*h2>nMM%@VkpUK7?|wXHR8~NQpg9{
zP~HD29`jIBo%+-3soT5Jjv+fsYyT`A4P*X
zH`s33yxFFVzrL&7eeM;RzUMoa7cG47%vQC?d)VQJ##Ium4LWWGxHMru@`w@j@u3~_*Bc!k}s?|p`^^3GSntEDBbZaao<2d$7*gv3KS
zW80^<(f?4iv&*PGM18kB8=qcSXy{Rk%%+~h2RC)bEL_WfKe7A+0Nr*ThTrVo#2m8Y
zkxU|-NM4L2Fi>uihzH@yaq3Aa&Uao3A3dFFSk3@RR_fMyqp!*5r}|!%E9vTTOOm`Z
z*XcfYnxCJ43S+2un?wD4{yJcX>V=#w34KsisJJgNLOhpl~G*cOn?LQgrVvS*_l
zmd#5VcvjkNggJ>Bi}F1H8LC3lGVdkvQ9*t~uSlqW4&K)u=-O#}XsDm77z=7rR#eqD
zUaxxX?7LfQ!{3t-GJCj~{Tl7AUA4qNH7IWNYo%@&#b)KYb?ahd;^bZG9fYO!Rc9MLz!OA8E1foJ?Lz8%a{?wGyY`3gC*>KBwW;vzqGPCfr=TD6q
z=B}^S$gm6*x=(785yLW-rJ}zJmt;e1v_(g}7xu3d#+dkcY4S)A^57WqES7@l=0T2g
z$Vc&SyH0}qbdVc#pDA)TLW9Krkp3<7s+c9S+kG?{B~dQPLWSW{-vIB`Te5JXyI4k%
z=YnEMLM4YL0QKWX2{b+lj0BEL5!MMPDJxTkIZ=e+5x#1#P^VA+WA7*uQAy{pI{h-{
z@WRxiK*AQUe=LvFf6n!vRnV7Ay*8?SML{BZ6%+k?4|Y(l6xX!Z9QfBdFKeh_z?FzJ|8g
zF^ZRm9ZBKzl91oX6Egl{I+Qea%#KaHwtaE$XlzPKWe-(fq)_^oM{Sg-fdAD7TW?VJ
zNjGkXu1gAnNmg@kh4{qPW!(!`+;;~TL>@kZ4g*1p=+mpd>b<;eA;LW(aXDQNj||8m
zr$N&%`>UQ)G|0zb4~|3}cf)LzA-qt+j^?~!9N2_#egXTI#zK*$glfM)#G_Z;gQig)
z(Y^lduC6Pt+>b#zhpqWN)lrW~zXj1O;JocE-mdYOkfYmNEst`C2F9ek##9GX6|}sv
zqii;`4$^#oVi;N!>p<~%brge+2-BS?mld15c&~SXA$6AX{=RsuU8ke2g5gBE&0B?g
zii;>;mLV*$slBxah3o6TT4Wy8Bm|j!wJz8qjLld#t~8qd(vLNg!sp5U=H>Ylx8yG%
zxqMx_Y`aD~c^C}o_F*#%c^U&z?`xk>DDn|6UL51M<-a>f%WW9O-!5OcTdqu%-{;X{
zppL?BmSkz0?w7tLKQ2cnC(EHL{-f#E`M?YdqpWv7lG|f$!F@uq{0LTz{CdxKJ%=eC
zEbY=ZY=>AYQ)gFfOEYW5uo%%S^SOhyu;26DCN3BJF#MqDYdRgNFpS-3W?E!;EHI6O
zYw$+ww0MEmfa11o+rT&~uwxp0AZEjMKM
zJesO_XoA73-sOuI5#s}R(9_a(viN1n{}K|#SdzmELCVOpF}7{rZu0y48!rv9ZGSSF
zEXd|{@&qxm9ThDJT5-2rM9p>`Log&PO|ts}{S<~Loz!cgRBS%C_x@tsKNglEBxSLQ
z?@QLv3#T>w8{5h(m`#AinpKi8IHLC=0B@d+XH|?OTNybA$`gle7WE(7voZO@wlCD&
zsbT$6kR1K6=2kWNJ=n1h2cnnF$5nOp*z6B0TC-zk&<_JZYx{3kJQ*CmFCuO=JV?mM
zuIbjT<;$)gtF5nR-?_GAaGV_pDf=uM0do|YTjSEgc6#*pktIfPH)c@<4F;OrI=4W$G~+t
z%(xY>EqNwI`6q=3!AUn0FF0QFU6Knrl8mU
zd+|o()#igZ3Jn?o#GgQHhfsZgv{QG086%F(vkU$uujEnJ*AM6HDDaBdWtl6FA_`}y
zx`XdBt+J6ftB7YYLj3tML|**-xy5&--C?@_XY7(3<|KsNxH@a$AhJ~%j}$Pn+P5$|8UGvmlhb>{
z2b@~+{#8y185$`;0&J+iB9TUunKdOe8G(R)sU%i&H@54VMmutpU
zLey-xI~a!$W>fV)8f4f0!|S{B!Tl#+&y|44g*8B~PfD@cm&Y5X#GQ)Qiz$hY!lX
z;Br2al3}{`mE$RQgFeXk$FZQz9p8o9ExYSy^>KzM$Fg20k=CQDF51J5+YqB&A&+^v9)>X|ep?GZhj}_rG
zXXk>(IKg|ZY1EY`{gw`rdZ>2eP{VffhRjo5O260@9Bs1_`>q)L+cYYR;4Eo-iT+%{
zg=tI;)tH)7m^E*09htY93;7U(KkF_3dk`)#X_W;kcakQlo*iEy<$$5j?=M~xS^S@o
zF7Ll}yZ+CF>BZE!_4q&0xwjkIQcfm8QGkY6-1g^F+aEQ0DpuKO0JQ;ME@C0I@_Ib~
zl~fkEkY6xQf0woXbNQW`fb{m)D%Zv)MXO#=_^EE`T;t9+vors$bxz>xg1V%m%HIPs
zF!z9EkPSR!=&((XyI?4_$E#=S?%l0D{bNF7#s&HXYiXnu{e3JnV+}O6=NDvFYN|`9
z#4!Mfu)PpCw*S`s$EEGUy#zLq>BD~lKuKaPqE)OyE;2&!_>jUgrfH;dBWeR8`R1_SG;8IVnwye4f`@Zu
zH(QI751`9Jp(KCH`aHYUf4o~sTz%a8cS!lAmIHUPLU8gv1P3^ZS@{pqlCGyOED|kL
zP785&@{B8Lewk)GG`>oGj+XfCR=;&}2w7RP_-R~1oAUiS{n>AeH
zn8*F%O}X6W7GKL2yjD`Fy`m45%PU7U6PV{sfRhqUP*c$g$onW-N(<8STR<#an
z>w2kUo2N1B@b^59#?>kGHf*C=RI3f{Za8g9U1Z4~tqRQzd73YF_Z#3%)=dW#j
zsG7T8Y4^(37CXIwk``7|+vPZG|M)a|PD)iCj9FD0Aur;x*)$u>y?hK-H`!&c;=8RY_+sJ5&ikni@O}2C-1@=kD8_p`dOa8gAMSp
zVPVI8we9?BmrqBUw~+sI>o88#L+^kqX|C(ld7Q)Sz&viPvo
zl~|1uT2#%=6M%=e6FmT^-#9LcdMrxCKJ2yZTRKSUZ(&#i2yXz~<8z%F`8}j}knHA)!xnOxbF2%b=HM1|QQh0D07d
zob+05GO!fNMj^gU^q)ZaiH)1-fMDK5SEKiJp1a+?_Sr#qB1%yx#*l2OSrek;&|~aL
z{TSuakF9UlNBlFE4`@!rLm*7d%=q{h4u143OS16e#zqaHpfA-v2bh^}4O*UE(92Cz
zKT|VdTDKeZfb^bJea$@eGxU$A%by%a>xGet34Av&c>T8xwh&0Zesgz3A3^V*g+g*~z@#^90QMim*2@8e?k-aS)QH
zHk6b|VUPY92-{WI;}U;=K}@E`GPcs!#Eu4@ivoy_hCjtWa6umrH7B_FuZbAjyb%6@
z-2cA3o?lNgImN^8`I5M{@Bd#w(zw|Fyilhfj$5+F36qA+4V*6Oisb$%jb8t(?Jldv
z)=SnSN1A$el0SQ}Y@m9W;`%A+1&H=n`Gh>3zg|>&Cf#
z^{1rn$#^II{KmbdFKLurZrkC`ell@;s&Ldj$H^uLUtLFaTS;5&W3(K#o2HviYfTY%
z$&tI+I8^ELyT3)k(tt)C7yxDAM&r^4J9&aok@!
zpWdJAeO>E1*SXGhuDJI)cT8qYUsJu=psCu*GP-I(w4?pu9a+}LCk+sfAF^AzZG89g
zsY|zQ*^WudA@{HpAMJpv4u-$o|AS`shRoY%FlF_w%WerXZAWyEdGFon*6i&%3ioHt
zx~6S8zG|>iyYnUsj(q>Sb?$d<+0}aVDX)Qhj~;*W`t+U`av!!=4WHFz+u2^etNXtk
z<5)Lnl2+5SCGJ@tx(@tH?HMXB`j05=e>{ZwUM+j8{Yw|Ee0fp9<4oHF>T|Z4U(+ty
zto^Ya^%S_kf7e&?M4XGR%_X%ysCcgV|+b#H&aFl=Zm^PVlnz4>o2
zXK~z%sDE(Ik$-W{$BBP&j%VXmp*QH&<$v)C5t-5*G%kz@*52}U)$=B&1y0Y?|DNZM
zfzoY9KB&w8({I|?qOny^>lT=ru3xGZ^5-v~UU&-7IY29TTj=Si4Z35smHSWYd#aaW
zdgx!&Dv|V*XUz|6I9fYx*^hzZrApGp=N&EjsWa^_5Cs;O{NFP&@fZG^V(I^#B&=K5
zTB3j1_3{+Un$>gTHO{^MaJ^_k+7;~y6MV}H?%bVwf4NrI0smZ~3&pz#RGp-5wd-Qh
zSF7hAOqTF}3+jiC-S*S&b;zbjqm8N$>`p$>IrUFM5nJ_7(zHE-zqj;x{hp>R<;|B}
z8r=fjUX(u@Vc;|BQ25y^lj8ngsl+$&Wh9w!xz@+LPqi`WdFaKLYTt&h8JFjLh%qg?
zKcwZ(tZ~~!I!To4DK{+X?#V61(ICL{DJd2(wg@zjP}ry$z2@NlL%kQ-I~nQ1oi2#J
zd%*4QX7#*$Yk};8Ax%DJvA0aChE$2FJE(gE&
zRPeoU{fD;O#|b45sP^P<|F;a-O#VK%H_k3psstzBTGcfSYua(wi|N5n-u&I7vF1uf
z(O(B9F|mNQBVi-pynF0Fa?}t0f7-R$2}GUuQinPn|9Gw#iR=mOu;|r3V5elX_p4|N
zp|q0n^ZtbFJYdO>tECEQ{10kZdY4{`ci_=bs=5Hx6*-0Qh7rB1n`oT4^1ajF<0Wxu
z)pB9$#DDnf+N7A)KL4=S_tt!L*8D|B$I@;~HU{A?ki;^qesy)O_@AGT{_}S=cg44$
z$hiQu^lZys7MtNyS6rbV>H)C1z{O+jMHkBnKevoCf3kL!Zgun0=1cB>;g6&r)hr5g
z5@7%&noQ8ln|J?v_ejE~u-7BbojbSStJcX`
z!g>#((HO0NHr79wDdc8P@dd003|Ln#$kt;I9vOX23=bx#i$Cvh=AYu~f2nEK{aZx*
zpM{<|DrO_)|D}xbZ}$7~k38tVE03}Udy5Z-clduxMsxc87%BhnO&GE}ro(0xFxUV7
z2mceC`JaiL__%#n+*fUqv3#R>B6FSQZrgRzxo`Ug-fE-bdr-6MKxdU%{D+$fnqH;O
z9do4}bj3nkS(Fyn?PL1Z`?{TL8r)|080Z+PsUUvzo!S5S8J+kK>xTXF84k_=yYz(%
zLhqOIq}564JzS3dN7r!oZ_;+|zoZRdroaFEccye!AH(B6|1=&rotU=#W3}dj^dW9F
zP4*v;yuE7Gv_3<4DZ`XdB-(%sC2CKVTv5Z?0EM$EIv;bjLQ8v3DMws85F_qSe=O&9z(q
z!gqx-I!m9DO2-CDb(&)xeots8EHAHmKvgvYJB9x!JWiC9FPb|yX#M*2IAf0oY{>kV
zNcdk#+y9YXcy7)g*$&0hKeg`5h0mT1y1xfNy*c+|7m4O}0FPmx?2+%CHDd!6=LQ4>
z?AfjL;Lg*cqQL_O7!d~r1P!xo+jwC3uhAA?LPFj^?E-92wGC=@b%`h$j0P(=F<^H`G@p
zCXN!brGyv<^{tTPH&*!S3LoT%#G5GYN`4>H#6j%BwKC<#H?4IGX)f+ke4($y=S`jH
z=X>_-ne5q>Jr1q?cz;dkz(Sp*=CxP#I%~Q7IyY|3t8?3bT$@T!5G%ij^5b8Hi8~&V
zOPgRV3~L?<;^t>)^I|%IpAgcLw*6f3n)Yc6T$+)aIaZEd*#lF{BD!y4kso}a$CxP<
zkCJE-pEj^Ax$q6Gu>ucYpn?t~@$9
z(q3Pu@z*?|=Je9byg9$7bN%+%xVR#kGI^*0Lj6K*{jIGTq#<|z93j?HPyfA4n8=7;
zC~myJx*4ooE>#Uq+FiIozST}NZelslh%P6O-`T3iUU`UDOV$0$j<)K;%qFs`^Nk}$
zg;#!+H)HMPLPxQ%G`JLb^3oBL^EHdp&A)#Q9XLq(f%1$FEzI6Ps`0`=SqdYZR;_xB
zENi^z!4bFkg{$x6gaBY|TJ@11Fj+z@MwRnuzt0m&>H>wzCN?&Vi(^9IzDcTJ+OX-tTa~XT5&W!?pDWwNEL-4;(mEaAXim)u6e&@0+Lo(i$^njQ75}
zr@HxLYr~7)Iy+G1P5E*@<`-7mjz|K6_UxJGoo?rCWN;$dy5dixU`@s4hhj1s;mP>d
z8xO8Yt6qrT!e#TQLcgA$Z)OCPE&T)cgQA=b7c9ajce*fbKQLW=UZ=UviSa(V?q%OI7W=vHX~QyEg>NTOA1rU
zD>0$tKgRG31rvYzi5+rh7DgwStBf9t3Gk^5HGWBk4IfHxxdS?Ihc?TCI*4AZX&(A$U`z7x(!Dc>)@6g)bHc7PeN0c&4v*eBc}39V-2
ztYXX$+qN1%NXoUdVYB%citp_Rh4A)m5Sh@az5mhYq(h{qwxw(9xsagBs4dztMTr?b(eR`e4&Z
zHP3AC-nr9eZSc{f(YQ71vyBz+ybRi9B<t)GWL
zV!^z5oti!f0iyfQ<0YTGTKD=p8$e`L2?=vqV{)c>T-`Z=Jzu`ph?ur+T>`HK
z2{icB{8xKQoBK*y&G7>`MEWA_mATTYn1o7fSaErZE@t7O$yy(T^s0
zyEeMLVUFJe1TR8TkKN|X1HbN1DF1Xm=E6h4JBtx8Iyy_);^c_p*9wU^<~~!t)p>i5
z@-FT>t8rK-mvnYRJvUD5boFb7I1xG|HbQw<(--sktZw7V(~*{CkE<%@-%GoA
z^z^^k(CJR)F)Y!GtLq}&EB9KRBYP8t4YZeV6A>i6C#2ijuaNj%1qzj-@v0nu;pwwy
z4oW^YuUvoL%Mscw*SZhE_b%YAZO@+$TblaJSyLqkG~X_Jq`!}k&p4A+f$VK0D0An{
zv+XxiW_YMNYa&YX#xX|A#d)fv-Io*r$vAZ
zBbGnFs;Mg2sCNg4L|0C)5tt@u|9vuL`@+`3pP`1nPf3b3$V(vZ
z4^)&)9fZlgPvybThMQ>4bYd3woI>`l*sfK<%9q>%E1J`1H;%7lIg}Y*Fh=y)PQ-*+
zJfdQc9!`t5eK?#G+Vtyeg^REkA=PT%ci_NWtUbqIPP9q|zvb9OnVpmSDz!URS@Ir}
zCh-V8M60g`(l+t4&{RGp!SHFLif|x%kvobAeWd5oLrt8rYu1RJdSMG?E&Te`w=3dydBhe|}^BZ(Jn;
zz%=6udb-4geoo%>WyAUN=SMMa%P|$#&KzM~{p;KFM}E6^YY=V&koWqO_+lXAXvaW5
z%;#2CnQ>&r+EudolJ|yce59}B)JXcL?Hbsi6Thc(yD0H9D-*x5@ik~e2oNm^J~m_A
zLhI`PGy%u`*LwVUnZx7e?xv;cXgEEKYI=dVs@J#n%y9TF+UW
znNJcdY;8-&H@(tb;O3T=fVW&}M)RMH0LpOPOPZT%1AxMPb##iazS}d@pFUder;Yd4
zy4zyEcFPPOi>+2%p*dLg1;A_gs9uaiN#{}e=a`L>(Y9^Z5?J-pqxPpXupv-f+Dlf(
zAA`g0IDWLt81KFGQG1==VGro9s&IOKzq~c(?d?76H7(=nCazm#^VmsAuK&e$3x7IChE5_lLug=<>_&stG9!$0rr+f-N
zI+faQ-h97WbMf}?$vFg>0IrcdzrA}$i+kLbULzxVvE+TTZ5AWh&%tX#eEeAgVxe@gdl2Zpzoh!w+ZW_7GpMzJR2HZ`zrv1O)%5fcEn
zzQ%G<2}S7D#+sJ_Tn;_RJ+6vbjf*!wU;ehEFbwp0`F$LE{Ab^q#3}H{6#n+zyV#3s
zejIgkWV^_uq{r;vHYM)Ve8uCfdUf@I(&!cbZ#Q2L`1b8vb3ySY-?7`0%RkP%A=fv5
zq_oYh&w7S-eqFkByEt_`U9bM<1(qW)UjN;aIjbZSGWz22bC5rpEczdk8SW`<7C)U@WC
zZLO>7|EHaV$z}m~J!IUPTvpQ3J>MNpFg_t+vZ-lD&y@F(CTDh-M!UwCMlXz6_wjyD
z%&dX}Mz}X&4%hyTrUJe;6~BJnL~9yPNsu-cS!pi`hge$TucFn_(3?tJ)4UhIzi19q
zR~Kt7i=|EMlIvYD^p|blek#2oS?g5b=5p?;TV8G#6&1Bfp-^5z*PuVi%J};mk}Z~$
zr(xBN^UVhj0>l28j0o16i0WG)_chL;Y23siY7KL&C+T-mN&CNRo8h&lz
zAz2txWITIzE+@~q=9_s<_b_u0tv~}F@Xe=Bei)nD(AVeZ?=O?P?l=A?N-I;y51dte
zfm8`4s#@!1)PnrtvOSXB%9do6KTUqxVW~R<;>OBIOW_10FS&i^&bCtRG`BySm3s8B
z<;zIETv(LqzosNz-qO;tor-3B@%rXAsTWmxP24JxC{1!1gNaz>o2(YEGCWkV@64o0
z-`u?Exnz#H`ECF~pHZVaN}Q|SPxHIAY_oZ7XutU4jR~2Zx{1pgNkal-!JfG5T?+nH
zUZSd!8%`(Nr-x_SvZDsZE=^OufB!zxl;8NyNhF}MirQLxyDni5tkP0b3sJ7ur0cdl
z<>{ene!=`wD_FQ(E~gI4%5r3epT2y#asR#o=zLkQ6N|GWJzYn*P%ogrWqSle!92`+
z`ds`7d1zy8oq7AoqUATgcB;PfV}YC6q)9zFMpKq9?d7Ta>l$%>XQ`%4%a-Ack`0-#
zMIGF_6Dv`c6ib~Jg^L~U+KplcNYl?AuRNPw#&j@~{~el(N1S*&VqZu`lG6gCDwE}k
zuD`0P8Z>n1BelMgfU#Y2*A*5O?TU#R%Iw-eI{wsjbwdwNn>~9f&uHV|ARAbUkYF_9
zjQj?FtxnsH%9-tn!dp^o)u&)^YoPDpU~<=tCrI=F4Fwjyo5%<8Em+b?VelpFU+i
zf8HGlgXg77qp>619~2~|H(G(yTzF=Bw>W#;F6COaYNa&NS|Yg@u!zR0H($QUoiQ~(
ztBx9+8^>$cu9lv)!MVgwMcxD*Z*1S*BS-F6ynsLEuIT8&jHT2d$FQ@r3yY8Mz-{cU
z*E^FWR>`J|vhp6nc6eBrBvV!9E@Pss*RI|7`0-=i1sTmo6{YWqWxHk!u)R`LzC9Bh
zcmuxLX3ZLfAY&Q4SMb7g=y{>nBo~>$QtRc*cVXypDsJ?MrKz6!;o{p!c#00o5|lWR
zV%q|Me2~^CV_qcQh|5|xH?#Tky~S(L)Krq&CC%kwx1n>PS+y%cn}x^qg1NC1pd>3k
zJ?J~*)Wq)6UY_PdzCBB5p^|HZ4BB|+%v)@Ub>xh-2kv?F_?>|5`o7Fez0L9GR@YUj
zZ}>_^9WrjUGM0T9uzRuQ%V4uDx*kA5(=vA*?qC87crzL>EHzby-p|&YVKNgbhuC>r
zrFHuBkpinO``J)%xqN2zEMwzL1TD|(vHa3t3K?(vwCP|*6HJKvsHvspRjQePe0+Oe
z%D12N*69!G{0=d(WXz~`ZQ4wpGp7UHXt(UFot*OSHe8<;LT!6-%EsMG%+ktJ>c&k^
zMwLLc@9N^>vft#)$dMzh6W^7zcc=+wSfVX(Ttq0kWbU4-OsPeD(oH|S1Lt}BMeV1)
z&4*OL&=Lt338!_ctLsD(dutmTsp$D~31;~lySV4SPTkgt(I&>m#tf`1E4%UP)rp{=
z%@@+jSKE#qI=S+xN?pQ#ahUleJm;bl?5DZ%hA9WKhB=STV7jR
z+b=M1MY)da?~%k!mQ~_lyxvRC6A;lbxO?jA)#qYkZ;~^JS!v67Uxd%r6~3vh+xKe6
z>`~)0rg*$7(Lt=a=}Twq%v$nSMYOEl`29r}+B9u!ukboB<@P_+Fm!*y#T~%~07M&m
zdtcgZrM5Qb%}BNg0Ew%ZMt4>VlI_~HtE`;dvf#y@We1q;DtF|_5i`Khla+3*EdHYf
zn84ApwzIpbJ_SGCHg0Zi7#zt07;ZvDIg?VgnjYIKwTryW!WKB*BP`;Gg3dX~@^LaLx^CH$2Q+L^+qPjlJs
zVGCo9zRO?h+Fn&h{GNEKLLxQDSJ@8pXz^hycs%>z!;Z+eCB+`|>SJzu>B@vo+}4rv
z-eI?)()cwh+t-+zcPD>rkEb2&P%R|Rm_mjeKVHgdk5%z#A;wnCKmwJw>{G#xjHC6<
zp24r7bU4NBnKP=w<%36A7B@tn&T`>%202&0nR%$Uhj
zE%YqsUSyvzwIiNs-y(8fp(+382^@tCrcP~5^t=T&OJMv9-#ELt_|&yS(#l(wvV)Aq
zRh3&M+O=WxasD+>!QHkS1#WH0=JC36W&Dg8GdP`iID4bynCRYM_I1UnsZ*x3WJINO
zf*D3!F1-f~XvOmqM_{YIoowjC;O;dR85g6YMLcB$wSQIB`g8M#xYFxU_~3z;alajr
zk$o`;dH~mLBx%0rWu=PKw1jyjWldFIEaq5P?1623OZ74~w62^aT!VU}alelIGG$EX
zjJVkQbdarhZXcRpucGNJ;p#>FWwB{%{V!o|y#u?R7KO3T0kfWF!+iL6=gt=JjRdr2
z3$?FHM#xnC{HcL)xVR6n@azBW`}gq3$n0SjwA1XSx?$)924w_wLE#zK{))^^1)iwlFFs
zMVS;zlDjTGDarfVH7!hDE64%UYfjRs@Ap6K#R79#!A%PS*5LhJ|>
zU;caq4&^QJqVqNG_i%mo(sWm?_v^162`u~kc{jds^XJbGOG&8@O=&KgYVow`c!nXJ
zMh1%)t1$joRPl1G+PFLi041+
z(j6W}$)7lJA}LnOz`)?`hY!0LT0bi0kM4%gX4hj)&fMT)8i`#VVfo1CUc^W})MO8U
z2cO{BoV*Gtl<$)qY^%c0p7mu;kf>gpU0Ksp
zTwlo8J_z5xHi4xfS7e%-M9e=xUIb@Ep0)R043q~{Wxaom@uh{%CfPo
z8fNb(sSrUHvv~1l^KXf(6OfnxTJMbM%E3Ar%}o=S{JNW6nwZ@yqm7ELy9!5x`-F@r
z`_;7#_!mpz`SI=b_25Z62M*Zkbhf_Y{5x_@T|dJJZMzvWXUenwJYjutS)RvOt%_>)
z6ZWoB`T6-thuRUVh5z~B7}js6*)Sts7wgsvdV~$ct*NA>lvz}CIA}@vjx7NP=kyR@
z%Fs}zuXAyfE2*kH$$)Qr)hG3?cn)$DZ9=V5Hnvg8eJkc8{q#p92wF5UgQ#y~c(e26
zMG1sv7J*+W*?PtDMni+^)@|Fuu_eK0VshG^=PcaYuV43qLn9LtJDQw1pg2!d9lnTR
zz6Om=b
za6uKahBnwZesjLHPt0e|eDEO1JTrA`rD(&`+*;9_`6Gcmbrv58>AT{HRP*$6-+%Nw
zY?1)|E%C^|1YrqZ)IB97g&wUj@6a=
zK6b>oaa~n%6WX>pW4fE#1#^VDiU`2{);q|!5WmW}>~}BYp}v#Wygv5bi*`MMx%cgB
zk9(KkAQ+IPHgTc~cqIPPrAOM{h;1cgNam`NV`GC$HCHHR?@Q*H@J;Bgrncko@DU?&
z5t8;fc*hw7x?f+4+Gb^CStK?u>H~6N3WxKiO;hab`mu)lPn>8saNxihM@O~HyuM^{
zWg~Vp0fdsipv#WCW%z|7$B*|V^Se|tKYISvO<%iOBsoZ_s)jz*`3X)GV3NHNbm)*b
z_}-vj$D-#YTf1X?dgIouUFPr73zq&_bZ{qefkR2YiL+QzIyDsU-MiaBoMsI(!2=+H
zdEPJurNrakM7^*%gIJT^hfSaXLTU#XmQ1nVcK94Amd}L?>TPGjYutZQNsII{y8W)Y
z){UZ0#mR5I+i-`FAWS;A&+6tuQ{v{xQKN29q1{4@rTleJ`gGhKGI(_R;=?}UZ~Vo^L#T`cC71
zH;_)XAz%W(5PqzI#SymwnXwGIoT?b*fXqBzSIF$L^%sld{BHo3r}r0lywLsc&w
zkshPr!b>8}m*@>uH^vF+0ja|2GiO-3zC(t{A;$manN?5=yO(w2hV;Cs8CkGjS?f+5
zxvn>DS{o*IPBwISdZA}}V~r&_r6*4WzvX{ZX_TF8yLRoqm~E{3+HH0!)>GLpUMTa|
zZ8m-QN{Se&rxui2dBmO5v;U4A3%Gqm_vQ%|>9)t$s(R?TJ^dJ}>(Ptk)57o``>+rr
z!;qs#ZAj{$UEeYSV~v*NGzf_#$0{|D3$QDnv`K8j^Fkl+$$%;-E5mi`H2ebs#PQW$
zxLxcb%|P3Q$1YxID-ov5?DK_DHMK~|^ch&b|KPzEZ`uzHf{@J2$?*xQz>;IR?P|*P
z-?YZBdF6Tb>_9?bvTP#$TeN4J<)w_!(dosR%N{u5BiKW2%$P&w2P#8(J%pT=B&-!x
zRW~>f#Vh%5JF3{B}zrWd`0rN8Z2@%X--|X*i!UpR*S)w%=`t
ziDC=h+#6xUSQ^;aoJAn*bJ!$VT|w&J;!;foj*HFDHF!dB6)eBtJP{KRaE#Kmn^#sN
zyo08gnPjKn$-Wo$d(4KdSop-%1Ie&5B$E#p2>!RvUE{vjG@MU`=T-o<
zm7SOKymspPwQFy24$k4ZpddZ5jV@|4VJ^X+(K?w~SzhLyimz{JUsF@VT*jSGu1oIq
z>fdp9(&B?{<>Yz?=P5Ffw&uC+alQ8hf&3Srmek7XEPNUIU|>XK3d>I5S5qpCBPZK7DQMfYXlm?`+JBl&3*`!{)`v})!?JnvX1f(Dj6iraI!}55
z?}5+JLB92FLpAh;+=V@R_M|)*0WK^gdaq<3^N#x{k6zIZZ_j<~=P8EA4kbdGhb?(+}D#79mQ*tjQLd`|eh9!ic$)`x625D&>C1gA=x!6L|QEu1#
zg$s?qF24X!3zy;;v{-$hlamuG7KU13{pQUBfMwbMD9YFS=M1u2`H@+pO!@MofWuN`
zXYX9Kdi6>u3Mw^I7@H9W%gbgvgR={sz9>EHJ7-Y8z|vl3M~kb$N+zm;Y%@*|wE9q^sr
zh^p!feL~DX*%NSuFm+(Dx_#+_==mKL=Q0QDHpu;csP1e-LnwlN!FdQqg#se^Jq*-j
zUhS%HmEUoVISo=|a)(?azTEJThHKWWS$pVvMhlpc(^!QZfGxyD-Rnnj+H}MD<-gCh
zcm3n7Z*#J9b+wn(bbu8c?LM~jvn@P86nXXoOrd5%-<;-*J;E8o04#u}#xxsoMDVMoaF&poM>gr)~1U-M5ylcXsZLIW88(_8)*@x1T-@
zCUKnxi}P&*d(m`I=Z#;V46iZg{O~Fv(;giNM`JL__4j@zQ5PD(li^`OT^7>;cwz5G!`u6cONJgawP
zZ3R2vh8#l-i^1!@zp$$i0uEZN!l5pMs?!#$pM~;_ul%FU0p?4p0d}AlA~|pKwr$f=
zRQ&wqi>Zl;9DRMB)K!c~02w*1PlS#Fn3%3uF+efReN97`519pu@BpJUG{X1nkvkt7
z``FPJaviOPDYO;;BwVZInl8jM#G$#Vam@CbRS%1b&cKAuC1sdqWz~Fd=Q~vf@C{Up
zfTNhlC3=o}3bUn*pq5%%Umn~
zpo)qwJ+^LjaWMrhVfxfbF(^E|59bkk%u#3<6cshx&Lk!t08Tt}eYd<@j~>%`JsV4N
z~(TvNAJ52dS&`$*JSh4|)XhY}D}+
zv}(US9}PF#8Paku#P2yiR}AE&dVTTs%a_M-)SphValV<^?Rp=NUb;^iwEc-Bc~t>*
z49q5$G3wLtq|5t{A1@`CvE#*o!ds8N&TvxZLTt=AuKwt^GV3FxWpm$kNm9FsW)1`t4D++FC;dfYoXA($^Q8vxv2EdpZg?~Mo@aTe+#aVD|xAy8z{
z$dMIsrTfZl*DMucz*_Y9aUqOdh-rT=&pv&;{QLx$oeHL%OioWlXCR954sOVh#L!Ac
z3JDF<`E%#CMz(A2gw0@W`B`MNK4`dRvxS7gyPBF&N>y{&ORMd}BwhvCt$&S01x4i^Q-E^ba98VW>L?sI6TFVUu-s~Di{T$
z^N^!ViD;IHU?S_;?q1;12}OwbaS#;pGk+LIGpmd?Wo2a|CW!kF>6x0EHjZx7`gJr)
z`dQFj$5oU6SKH;+AjOsSkXxJMOLP5U4DNhb?*dyKJ%5O4Ows$&QUmaX?fXdTtb-4m
zAOao0PGdmk0JR7xb#bL`+rE7s$%&YZi07aQ=W`>~cSehxri`CZ-@0YXAd@r8e5bj;
zo;#>Bhu~Qj&XmE#p*EfiJ&uQj>?dWR_tP=R0YQ(zJc25;eAHR4Wt(04FH$xQC9(z~
zt|a)2rv6h`Mx~#T`+PxD`9z7Bc$M9!;srw`*C-+yA
zKblSw%U#rex1m1MR>b?_lIyIbWK5KsK+Su@B&0Zj1+?H!sukJTg3un}9T*2$tucz@+mW=xH
z=@ZlDMu@)$t7B|vC{6;IzlcZxy}5dN66Cnz+NS4ku8mEfN0tIkF}Y@$i}Hx^r#eSB
zUegZ`Bi1hrCRtDnS`ixkItTVC(Y^OW|G9)bK$(oE;`aLb`uFeO8*+V%-4eCEt&FtM
z4Vb2m4^&G%c(a{5bRcb?_WtWv%a6-G%+z$NA0xmaiQ8=GmxxcF9BM4x7Z*JlxOB--
zcV;}jfMX&8?}a12!*@q7lvPtwKj(NRxHRAjZ_K6YeH&i6zhLlBPUKgabfW_
zeZ=H;t5?qiw|(B9yh(*}3oyg3+x&)lCEh%E>~v(L0Vobps2-wB(TTv_yN}5ki1tQ`
zI})%qnOzly0zso^jFkMjZq3Ts7g~*Z^L-91piA`-rp?K`De3V$9@+~Q$H3WnBzZ5G
zZwHC`iu11skW>^#)?NXcth^QaZf8D+msGARF2BpxNf;p4zHQsK)Wk}m^hJJ5u%-Gm
zJ*};S^mmgprl?)!PFLWIJmXD4@vTFf!GMRhn3Q>Pc7*^^`c)HB7~C9hVcph2Rn=;s
zUrot01=l?vUJSV9>TJe*qFA#8X(G$6GiUmp^P|$3zA3guwvjp4nla1$zW|Vf8HQtZh?4e5)i3;a~
z^;V_1r%#^j$<6lm<450f=LWgb1}7+?vz0gUNIEhML8RnVy*tZk5M3xFImDe5B#+s!
z93fLfU;uTOSyF;!HXs7(i~Q=$FW(J(xePlCA-aG&WC@QBHRf^Oe*2a`
zs?{!EUr`piHoIcewJqhnL`@GGxP>IWuB-=zIBDgdr9Y``!U))1xHZBm-A-d9a}4(&
zSbRsxAw+A#0JtTu^-?q29R>_U0_()@hOS*l2=tiN(UVHX@GTKf!!Q4drH038LicKJ
zuk*x+D0;HI?zbn~V+v7#|ANBu&y#-bQX2pyfnbMt>&Iy>)nv^r_NwLtGj?by*FqsT
zxg-;u79JCm*U<^*r{Lh$6p7;e&$;&gNQkiE7o!=lzA#A8xE~lVy9e??Z@@t>KOqxA
z8QG2q3~xSV>sC!dnq}}jQ&Ve4$2|zP9E*|>m5_W5b56C0Tk$;qcT&Z~txxCc`1IXJ
z*2=9GS6BZ1yF5w~5_BPb5S!ajZ8E2C!?q7|Cu}%RCawNzZI2BmXF3u*z0u$ki<@#1
zFD|1mpo82l-Vt{!yh9J%OCU|})y#JvK@XfD+Q6@K>{nA4X$wW0ym-QR*~zDH_5Q~f
zVAV4T>=zMDsFIY%ty1E~d%(>4uC@SLMUZ&QB^L|&QzM9ojcrG0{Y};EtG|@aqrr+^
ze!V-$zM*`CI#*V=p`yixZjBS}gx93xW$40m0z*YTmwcxcYz^A2{kME#hmY3zVahQ>
zF1iPaiBn6hi|t)4e|t;A$P0PX-X&Klf6MODk2CWlP8t{+%kCY0d*54Bq&J{yKA&=}
z*sSxz^82%G2;La^*6B~0$r*hkqgIUDsldE5u}X~j+}j%4#|^}QR{T_aV&V<-5$)dW
z)7*}*VhW2YLL3ce*Vd%q@>R1Klm41BltN{jwg0OpDl4Z
zp*nGE2MiiBNz$1ZVV3KbM&xh*SKsmdT+eeaAz0nr-6dfk_QfrXL5BTvme=65uTysM
zZThIID`1%H`q70(23y|9rbFfuapv{Ity@1pGYgBHu-^3~87URXo$y|Lb#+yFY9TBW
z>XJ9@o0~;sQURjdA#`V$aMEoKD1#JH)ZqIWW_d4PJ8*Cw*QFZnB42|_?#jT
z`t7GrvaMUUrZmxe!h{~4J~I4bi}fEq&iSs9nS1P=M{Sfrx8@}PYwK03@)dSCCM$ze
zG`Cgtn-@#*u8=WwS5s0VJer#b?mOlT@@5kJ!j7I9a+-k#GiKyZ2r5f{w2EooVtx$j
zqQ`sUHc$ZjU0;vTN`F{aCLVWz8N1eXuJ-0{X4HR?V5N6bly2yA3B;p0VS+8lg>>47
zavh1EP*O;&Tlb}giF83pC3o_GgW=ro4khW6{A4LUEq{M%=|8t^inwTEQ*H^TV&d(0JQ)_|52nCw1JEGq2}PVlF1qhQ(s*}BEQ8!r=$Pik+{XY=K~fu-^%1sneSM@fdNp*LH)f%%DRAc9cWgnw$#Zf0j~?0Exq>(KGG^_FsO6l*d%0H%)t&Qe<37LQ~{0-gGmfS
zy&#%ooOD99Hnajx4)f_d;wkkfeJd+fh#%YK%v_Wr$scBwu0s0gJ!60YwTr%IzhvJI
z>dSbKz1lY?gvMP?uWm-UA%wZ*2ieMBs(C)u1&5aZgCKxK|NmnyVcG
zGEO625T$}Z#Z^DMbF>Zcldpr7Q?MBF0d7NQ&oUH{a)yLWe>7lOf-a;W(U`z?+<
zv4;Me_7zZ9))cyA6%>59aLIr7p$QtU^^HXnr9FOWv(x*`+Gc`!_jMmxQ{ukBg@7cx
ztS?Rm(esy4fe|pt*S9r#9hQ%+QZ=h`@QB4%CFrxptbAy=SLV*$yZTUr4}`q-IdTh1
z-DVT#xc~T>a2#i6iC(9H7f}jPx?8bn{*c3TNEm{vC|o3enX_QQE`+fd3$!Cl3o#uh
zi5-Rm(mv{fkwh0i;x*pB=DLVNI;-STJC_n+5dw?21k!BJJ(YiI((%JQ^srT{R++8R
zXnO5>`32DT$t-l%?BMv{hg{7`e@VON4o#R!Neni5H(G=Ersn|6>3$tmRQv(l$og)7
zSburVlfdb+4mqcRhA5`Ueu~e}tJoyM4ZNNef?Vw2RmiJ|U
zaIi0Z45Anes_v~urQg>)swWp1S=OduI!h0Kgib=ER~dY`Me`}>g3VVi%vL}uI#NT!
z3;hUV2hS`hfPviH)?)5lFWPGp0}_EQh!cf2NNilvya=~HH3&=5=IVi2#r$_Vk0Qxx
z&9}JH;Q6i2RWe7XaIot8YD6d%)zwoFl$l!>!7v}WMdzm++s1RofbHe6_GI(k&=G#J
z0D8oNJHf&NBJY36wSaCStEgx}ObIGIp-)?5&aK*#yjut#hna0%UE%RlZs^+KH3OFK
zZC0mb%?lOkXg|fiLIgPD_&9lZ?jQxIF<LyYTJRwN9{YagiI-Ee4)C-L%Lo
zKQ($LrLIq}uh&j^{fop`fM}twk=mjan2mX|l!Tk01DVrcEu3o=x%gL2A^}b%07x^Ms
z$#p;>$s@jzBdioC1jXg4NE}`y4FclkPH)Un5
z$bJl`OtFDi+cfHPrCX!6R_x+yRcrhE66y;5#X5@n(}&--FYGXl>oi}x8PJJ-a|#LUv!(Ee
zyIEKAnRj%+K1w;{-i6FUNRSDg4`?DFv3&#nbD->surtfg9
zJ<0dV=~EN8B`&lqX-NprUw<@s3Lnl1v$8L)O3}zD9&*@3od5Yv`#Z^NHJyg$Cu`uI;;eEu`S%}?()CxbRLD4NWGoge=pr;;Wo15)f6PqlGig#!QuB~e%jIGwcv!#b(n7EFt}T4e
zjNFp`m%4{(wG)k9q;29pB56V@pL6IK!Zmu5LYFUV80r-~nSFn}6QqUMQ6cZ@2kg28
z*5rcmg>Pa<6*8s`dAqmbFCoQ(M(eT9(?=r4f0JO|k=@PWkOYuD)t`KLD&vI@YG{Il
zfqJkIi@MkU`BTa^x(ZLj^&q3B&o`WBxGgwP+>?k65EbqsX3^e}H~(%yE#0S%=JVjj
zpGMnLgUOSQB4=E(M4k={B8HI}MFm@Ai$Huz1@^5Vop?c9E&|RGK+Md|ZD@wG@GW{8bcx@(gSyL+!)-41Abj;1
zH}1%_BmPPn(rlwmx39B*^`=hsU48}IA|v2vhpt_tmVZ9LKH^Jemy}pJjTkm)kRD~J
zrKwx9>Oqx=uRHR}Uxi2U~laoH_sWdz_AzAS?mZ9^JK)
z9E;@G=UGS&8ZERs1T8H4c;bZ0<;&C0m~tG_mnJF{?vDZJ?*uNuf{_Jri?-do4n3+r
z_jYzc!Npl-JFkSFJ}o1D>g36jPbRQW*lMl7MNvaxlSd^U8UbL+E^DG3_gv-erHKd#
zx{LgupNgko8&y#Gq_)AmtBOiHcHFAs)b6N}r_wNoqD%;wa;B`#>(_MSJbM>qcl?zr
zz8ndWml6{`efV%|@dJD?
z9T1whcNgfFdn1h7eC?q$ZamRn*I2)a>v1yjICXXP^3+))Xt$(R*J1B1FnKmFq5HHH
zaDl9hbeUs;Emc6#$Yick=YKy{y*54AQ;1SQWE-aGvi_9fMMvS{4ELUNO5Z?_!7bs>
z#&S?R25kOKJ-aY!W{<7gx7*@8X3<@_F4+y?y12NWSXO`TB=3+JIz`AqJ+x7Vh@7+k
z^dqS?3q7q?U0L;98mZ(2xiE9%ojZ2CfoMS#)@RTl(O62isW|r%`MHHujCD`mNV&X2
zk#LGURpK!$wc-2l*^jA?i^krOqemNHopa>6#rNYA^*a4|4|4NHSKueh&NVhMxq$$-
z5`m7>@Zz-xvMDq+4Smm-Xh*{fg+QSsufE%7#E6T5$@giZv7!BF&8Dp_MW63q>9Z1D
z0tta#jL|^ueLC+?E4WKp(Fh2C`7-t5;%m}ukFHi{iF=SG+>AmGDa5+3DP;-rfV*e(
zsCI={qqwx>k?V^iz}0=%I0+~hKW-I@cFNC2<)?<_
z*5Cv6?@i~<6rj>zNkqYZsvU_0c*00a;PT?6^
z1Jt-kqsQMb`TFWG4}cbBA6KSyVQlEvrx$(6d#NcP5*G~;SV&pZ4~A+%54a~3;u!6S
zdIxtt@g8dc8>d?++sGQ?8NVaZ1JMynb7cL-SI={I*CC!DL+swCAh;ajSEP%lF43XG
z$BtZdn2hh{ty`0a92N@oCFfIJ>pBvrya+=tyGh;C%ve|I(^aDiooE=`dj6i%m#2@<
zT?gZQq3c^KRYnSVv8YVc@oGG^HXA{1B|oV*Ep+5uu$1Gf5>th#iduqSFHKd&~(8xdL-o_S(zQ$@1H^$3VO~<5>P}rIba=1FUr!Q
zWAvW}aRcJivtyi>UL6!+jBM!n00GeELw400(ik?@+afN9WZ=!acQ@2!>s%HsTqqa?
z#0XmMD6+IyziZ
zsT0?|lc9R$j2JJ@{_)vnK;;dHMUGvykIlJ8^`%#O5F8Nq9<{&mvSvu}o=2h&WL;Ha
zkFkza_S;BCI=LV#CuIcx3@?|VD+N|J?P>At;3WymT2j$Ye&^(drds6li`A#XN72u-
z2Xd(_%6z-3`$2_y6Q0Bvs@ZgPZ@#aYEC0KEszKKqtr{NL*xDL!fuU}>KdL99&O%Z+
zvy{~heYfwT+JuhG@r=dH>C^jyh%7SPC#`;+a#%=7Nq;vsHEa_afCH{s
zwc&(LPTGECQuFFJO+o#=XJ@#ghLz4tJOQ)#sT>8PWzfhs8K8m;>H
za=SeQTz;k+CIqj@9ljmq8T+#N4&;3h@&IyV`%P8o4mND~sU7|J!+I^0e{uert^)?4
zo>O~hw_9V(n10Y?K#J~p^@gYKtS|fVV-{N`0)b1XpaI7NIhc9J26o-MyHrz1euUr*
zEg5u;Fd{cr4?f63;DfUtZUtG>rHvU79L&izL<=W`nPUCWC(h-<7V-nJe$t{4kHSf4
zVrk9OhnF45F>vG}z};*fA^@SG@%Q%^LRXHmdDou3;O!&9FG5Lz%yS;ZtB~%bH`P0-
zJv_Zq9fdKv%0iq}CmSC7wwN6L7m|3#>gMa%KOCUMiuB`%#@xnzoeNZQglJgE|W_1yK4ixi9!MiZEA*DrXS-dJ0giKAu4~M?*9N`+~WI-U$ud
zL)aSQf8@jT)(_0HB<(OOi>rUHfBMb^Dm9alk}ZFJjbQwlak2d<$cw!zgx4f=4rEQJ
z6ymCfN#66L)I{vothsNu@VY;`Ys4Hvul*T9wtV6#RKmRC)N$8)NDw-#z1OtJ+5dO>l`PVOBhxTGM?CfhjzPZ`!&42o$T5Dc+YtQhVzs?(Xl2Huu
zi||w%@+@9z;V_5zj!qE?hPRZvOdoc0O~iql%G(Y4?~xs3o#iQ~Jo(th6>hq}Yc?y)
z%%8bF?`!>rwazQ<>l8e=cgy;Bq{g{(8ON42qSuCZCCnj=m#0Px8r_LcpRLD86m@
z9L%P&M7FjK>yS=8d)|ZiKY?Z7po0`LTnUW%5Ozo3ys=&ZoX-a$9EC2^po!2Qtueb-
z>B#cvh={|7yKMMVv$~AM9RA`EE;I}ZCW_i5CMGJ!*%Lvmk&s2ZH8wUL1&WOl9vh|K
zzu)uTwM&BnWIp5!6p8YAi=kcj9_8j34TpdFZW3NdB(&?Covi^c(W((qQ8`3_!m+zN
z^B+*442Wjt+3AIrv}!SXcSJr}<55D32CTz!p=3ERVN0OSPCj=9(#?GK!%=9w6}-@V
zuFRukp##`;HX$z67g0fuq?kNE;L^2gFFHfDhY%d=ix2!sBCH|A523z~HI2A#VL?}i
zupuvZ%YVQp=d-hv$a93+txfy(_U?_y`_*F$%TY#teM^
z|9-AmHu4|;loahtXr%@W8ssP5n5~1uZRSkOogfM?;&*L8C!I24&9iu~HtpKkfi#tL
zLJOErJ_-?tKN_^rD`R3Rvx&MQB2zSsY2K4(vf$XUkX
z2GqQw378=#qY?Ey4iy8~9e4AN(2Cj>r@Q5mP-_qt^GSw}vVJ*vd3#aSoxU3ZRj^Ee
zUmgyEN`o(LAHwoSQ98*dbGvs!bKMRb^CLlb?EHI1+==;*76AI(*2X4_F3Ja+rVZ*m
zil8$C$#AtnkK#@|D8!d|&>XIhN+kQ^#6E%Q_^jiE(3KX&k#wf6;LYBI+Sh=Iu}4*z
zMOE(Mmi;zL=Uq$=ExL1xZqvNf?X`gkiHQ-LTV;|RosSqCoY(!@;`?S67NbZZmxDaD
zOuY9L^aYKvS8a%iA+$T^fa?@xWmIncI6}211mlO%Bx&=%AC7%ahQztE28Bg;)XIK5
zbTSG{)8!VJeG${jper|etXw(UQI;m1C?v-BoqTLUC`*oBbYZa#TuumEM+0)mmI_m5
z((0E-?rSY;JL&>NuF>`(br9Y1NI7mmmHGaxo&DQ8L#A18|F=#}?FHzdZhn4dgNJ`c^Fm6KBz`Er&>
zOph!dJa^zVca#bIM8VrIacOX5TBGn1#tIzl0F#m~xwF6FS#Ybl`-J^Ejnot)iZ=Id
zUb1M>)NL7j3z68N16I@4R>rG=Zrsz|Uo$(1W4;VGG)eK5vFTeYcdTe^W307}o{o>l
z1l7A*YR-ELHMs?>M0jZbiDSWYxG{{TeR?ObWbTg7q@YxCWI*U46Ss{*W)Mc^&UD~A
z^<2{qe}-MNy0$owI})tC3;}?oc!LyBfUfXJZgeGG_lY!Nc>^X&QRV;o1CrXwg}!=9
z-&$vMtK?7?;R_Md4;=toQHhVFEmMbKC8FZO_1t_eQU9KKf5fPAoy+>N=hhB};$9s&
z>|^K@WPJeIsWJ5yj=S&Oxs!zkL-YB{9pW)8EqjoT>C@f(
z;X`zsvTxkV3Q4wp{P=O=yc7U|?#xGy+6TtoD=6@#$S;f%ph$!a1kMm5WEc0kX!e5y
zuGl)!#PRi^*LRW&PH63<3ipPd$wRpx8I%-RdyL8n7<8CoyU*9}@b=)cim?U~{&mLYXLmC@*KhfRTZ5{9`;AU4HZ+fSs{y)0jJFe&c
z?f)-D*&}5Y2}w3ZM4EPlgk+>5W$&z}hD~LJ7NN*U*;FzjB+3Y>M9C;ZN$Pt)&g;7V
z`Q2{6Kd$R`e$F#_zhAHC^B9lE<9Hl6U?g@cvRItWu|BNde!y{jS*4gD4G0rOR){)t
zrWqVfZr6Gtuo
zId=@cxEcr-i9sQgaJ1Y}nwFw$cETd?4$Yck_Ow?>JsJ~n1%W$p^*4|E$@AyOYFcA9)7I@L{ZLZq1fTZ
zdUe_vOLTo5O*X0`tFhlPYswT~gms)?;W>nZ7Yu(wsJ2b!%$K_}VtZugYjrVW>`Troqq00f*kHN>`I#)lP0GRhsl^+J16|1ej3AjVK^2w
zHi|hU(LKU}H>YZRJoKHz)IZ!tARhC7V{XNsxLm0iS?W*KeSD+yR`)UyftUbM8(q+UHv}Vw=!t}jNlD@#VCh_8K^6nLIqv&
z1xzB`C`aC0ZQWnnLZcL}Qw%-?D5KOyrI?b?Yt`!2Lv9~IEQ6de4dJBVf$%2Ey)q^b
z__5DaW6`aa7WKy7?o84U{Nt^r$@7lKz7{9HZ6=aBQt7TtN1Ax07FWoIrpLPBd-py)Z5}$htB6OMuHT&^
z8X7#JpdnKFHPO-0>BsaeVd6{PjShr)r0^qAyG?zoQ&dLHQZFMRyR+_u$$+hb?eOj?
zHKNJNA(wyi?15Yt*`?0M!3nvLfsNH}A_@gW=c9dl_r62I%et{)Eoet1p;e~bSN9w7
zb5U!V?WE7hwJ%?rw5-Pp+a4W{0RaMpj~%m4@yYW}KKx?ou{WA@vbVQiwrW+8-k#^#
z*T!|UciIwZgD)|+EBwROrxi?ekSMP942rl;DUCbPCBXTJ2Y7v_kfaD@JLquT?
zd;|QljUp9qzmCH?HmArq86STKLX@X~V3^GBO{XVXFhPwn65{vn>7HI&*D7Cr^5jX=
zS+lgTXR9x!Zf*N{4ZVE(eBH-GOH=3BPwIU-&w)
zzv=0h8faSGFc4IQBzOc7!qLH&M=CbbS!9;G
zd&KW{Ww}YGCPg+nIjw@`uAr;BNrU(yUR3I;VPRpb9(Da}MnuB8M1B#jV*JGjE<$sM
z85*i{V@EOGle8GwE>fSYOH1b{l>K?D+PQ+@Dde+5^5!EAo_JL|Z!^_)4Oz6XDcF$`
zhH5ZNdoO6TT5ZwFwrgc*M8q!Yad9vL#X0&ngQ(r%Rn*0c8pxnWGHzD;`HSiA-C%>h
zjt4Zpih-QCpHPBvNCNN;rBX5XyoN|(#i~2EZ|6hQ2q?3;sz4>o!QJf)xi5;=iJN@%
z<}2_UGJbPpFs^QHGQCf&)|SbdS!En2SY2QEnN6$8M?f#;=H{X*x=XtrTd!YB+drtU
zJ}m%ih(fhNB*NCQrDx4|6)QS!v+!-3^
zy$n*tYt?+pl;8`UE@}`h=FZr6adJ2~jKK}nV3rKnJPB!Vx;1M%J2_~hCZL8Vz}+|Qw7(C;vA
zfZC%}9xnZP;iApf-iwx?|MuRuPXmPCsxGhmCdf>2^8I>sQ5Lz$X@be!CX+|S$M1ke
zGTi%T$%AG|NlB8U3=9opwbFIRH7ld)kW;zEzd?Di5R}20a^p*bQ@BNTB4u>=@O&Hlc!Gk
zI<}>eYh!vN(u+L6qiO(XM4tdhqPDK4s=qLP51JnrXUlWFwxQHfRFEDm&fwDO&vtMw
zsnp#Znz?QLS4406{c6G785hSKTo)N$X_hsc(ieSn(e(>}L!5;knHLYdvaxkVR7XYe;|uE(_52A##|*je`;jwsom9DwNl8=ET&*1G#a#9wB+)H;I$w*mzJ$uX@Rq=k@pwg*YbKx
zi)R1*`ALa3ruycv4ZoXE>DsO;a7r(#JL0;t@wiDEvmuI6wMitSSu4447MDV3(0VWC8RKfT@cAx?i-|YPn68~#A6Yu
z%8RxS9r=7K2-Gcd5+iCBR8?}&a3TXOm9Yl#+uRL#3gd_7eEXCm1OA8Jd3N5jiPQ&+
z7cU-rE3du5__#e@l>x2CX`sc!4_KB)|@HC8lB4cBNaG2b?`8Xj2iG_`@iH{EL
z2@l^1rlxIZnDolI{ur4D+njq{MT7-b}P%mO9=9Ow_l57_1mYRrp}n{e-*ij-u?04R)lbXO}k={LaRhx3GGh1km5upuSqvZddcUK+ml
z-pltw4KGPvjBo&XC+qwo=uWZ9-KFS}hfW&RMznH)^Nv4YJED!=^dvy#NvZZYUMPdD
z+8WzrE`UzN=id7)&k>tzj96FD580`v$;P%s;+UX(T9mBF1LJkymoMM5R`7eNXIp^-k4KHe`p4_}+im$%yiX
zbz`bpr&NznSW&WY@e_TN)S{%P76dXu0%&&OQv7PWF&_P5!zVdRS838#9EYz4dR9Cd
z%pF`ZkKgXi5Cs>ALh63!M)POv8~V?=AU-bce+jPhE*Tm-bH`2zNcLYmd28d#g~fHR
zzu2G}L>23%WmV`JN`i|06G#2E<(hOXA9-+qFO0LhpsQ3Ca0r<{)!
z%yZIrh=6oq
zPeIBCYScTZM_jLX&?I!m_z8_Sb12liIyi~KH=BNAR-f6ym}FtqF?;9;6g$|$=~CsIUr7f
zqD-}0c-?znfHDjPz-5mLT^^9sBiz!%!R^){457oDd88Mo`4&JMZknU+dwN%=oB-@u
z+>PnqPW`dXrH-G_VJ1+pOc7~nzWHKUJKp$Ha-%zL*PG88+`YSsOzXO*pf)dw8mF@-
zg+ViU<*C>4bs8HT5fL%*h2~yo?a&CWHV4O`-{_B4@R+2XkB^VM{<2c%eRsHbP`uQK
z51ZgvVbHb)qL9+kE3>!@&c))hN2v|&H$)`_fDZ?~6tX?MX4J}mj99Dex+i{9#qD?=
z&0x2G4rL5dEM9?$OWKe9M)5Hmp}c|3CEWB#E&1qCdgmTVH0;@<$G;x+zU>P?HLpW)
za`hqS9qOvez$?9x#5EBk-qO+)acyN@kpv6}m$YsN3L4(sEts?hJ*D4i71Tbd{r=F<
z0!$}FLLh!c@SplEew60)6!%Ghf6NR5Aa$l%b~5K3(rs@;gl!l%a`EG4902U9>&_-x
zOnIx&H89>afDbFORLNa3XMs7x`8~bGG!6j)xug(c*a+(qk&_WQ!EJ`_KYH}2Wa7@w
z-OG}qcM#3R8I*2Xs8f-xir|qZth(9YCSq<8g$@SAPDnk$Pf$wHmdL0K$h9{Um&;D}
zOt&|;_dJWfEz(4_1P8&6y8@tM&}So+>O!T8^jQ?I|C$!2^`3pbZOY%S)0QmhbE4Y;
zJp=!M0Qm_pZRRRQ0_+^UF$~t+JnGyXjpE~xZ7t`(EH3CXxUyr5{-HFd^S3yAReR-A
z*hyb0D(75a??&JyR4u4|{_{Y@!=wH7it=((1e9GITRts~AT6SGv7n;VzqZ${Z{$t=
z=imf(yEl(++u&rIpUCTDvRf711kkL{XQ1?+$L=YLO*R~zuezW6Mf2*B!)42zc73XK$f6$A&~L363j1PvJ7)$Lf((^k^F
zF^Dt%u+g3+An|K4K
zye90}Ys+l=a6ia9c}bvBqU)tK1vwHG1y?0Ydp3cZ3j6o|p_*G$gSm+X)X0q0M(anh5R0{Olss?X=%%0HN?`kNm|O=w_2bR7To5k
zi3EQ&@s+375cgI|i$to}hrei7)qx$W)#*b8;z`Jb#ABtH3UFlo#tV(0gs~(FdH3#SCCGMF_xk@kGD+AP~
zo`N_4Lm&rT%+|9j8j8pdcD&=7AnQX3y&K*_(Jt{BRFV;*=m%5bSH$@+3rQ9+j|N~K
zgx8K{HwZE$TV9h^Nz`vDPAagwDESn!r}>5uD$%nsKInrBxd={Z`*qb{dsR;LKlbkr
z$qCHI);xUl9W2l0fr!a@b$`lubNl707ybNI;y&ts3Y)C3sOkzs4>FwaqQsyO@@&Tnvz9X_Fh9sF=f(8Ft)I+m)0ehDe|O%(Vz=@>9YI%_YXY#s(NvxJ3$BTL=I;HTf@5)Rm$w>lEc7|0
zQMIF`*4cu;X9Fo^v?zL{?ExZ-uQs7GO)|8p`-Z5LeGjcABoT3$5*OKT$Bq*``%)B|
znVF&SjM3lYm#eTYx$Fq!mfg#}ey@;HQFsWBQT>NmdJ3}+tiLE
ziuFKDH(T44G4b*=xwxoE_zvpKs&SRdca%-XMJ%kUTl?juBB`ZxB3i$k6wAnWLKxEVidC4^TUKeBQuH|eRQJ_}a
zOCokg)XVp8HE}BvyIjT*8cQum4M`=iV!j)C{B_Tyf
zD3A0pV3`X%3oWq)+yr+#ALioE>`}5jd=7xEu7|N0@6nLm<#@}k1yl-J0%zkIi|LvO
zT!-$Yuy}KGQ-|gqhq)TeVXV55fB~5B@%NzrQ^-hIws!3arv{}n2hP~HI57xT?iQX>
z4VuneY4e-W4F2BLPXn#R#aV!PA2_2;R8T2=GloY%ciJIJPw`C@
zNju@1Ne83FbCr)-d1;oD6_rdPb^(8-WoOG6E%))ThXJEO*vppI%y)4qfJr2DHrRD9
zjY2B6i_DCZc91`a1{HgFKZIHVbH-;a6gi~KHy|~CPu{Yg|GZ8uGJSA%*xV1qA(^=s
zU<9d2Di!LGicd6aINfuFtN@GQ7y@aR@+td&R!UJrS7UExb@)5YnpE@zaC#KQw0`^%
z15@nb0w85k^n&Ofyyyu?r9{#~!9UK7qoa^X
zszHlhKGD;gsG95vLNfBAK-7G<4leUML>F{6>$Cqo@S-#alpT`D+3oNoPPb{(9V6RS
zJdaGez7;^s*U-5&G@bc)C6~<1lp$~zmq9*r!rfYr%pm`eVTXdQXaiN^ghvqhA$0Z1+9&-70>Btk2K8$WQVY&o04W(Z7XNe*lDan=g_z6=>$+3*;%bv%8?G(zrW4fzTyzI=@{auLgX@+H&pgv
zoy)_{H#{poHbuUY|LN1KlPh97x6f-l=5p}!>&<2AW6s9!^~Hmuu+WDSzTB@1#vzKx
zn3;3V$JbnRu++Y|AC`ozWMGOgV{c|%6U57qE|2fd1z#19C~r6qU&1GMA)3);5K$|T
zu7&*~ULICe+SBOLbKULCdBPgxoqTXEDS6V&nXmO!SF_##ZbgCdCmVLP)mn0?#GjW@
zuw|{XrRd)w;EIZ=MifZfQ>(K{+d90`98px&MnmIiLWzITRcckD2gy;!xS8!NCr#+E
z#iUn8A%)W_#Z@a;`l3U6`{uq8dFA24S8k80{{H%`0`6;{W%}(uXZ6utjj+Vwg`!wv
zL(pjT-K5}isCI=JaCMDDK7>I39uryLf4!KqvZ_)0B^%?<`!a?MpjCjwJLOwk!q17X
zyd9iyun?MRNe3>O?}7
zgiLV{Pi;DQRjZVlaA?C%ulMjsWmfg##g?xHQOnJ(K0071ItYK%Fst(eovP5eOJQhn
zYa^A!SQ`>o6G&mCHIC>isJLcbcrpFlT*YpdtaUX?q;3)j)hHHUzf$#_a{f)@{GI(Su`!>iwrvSCd=*0RZ+Nlq_t
z2~0?~@U@>lAKNNXPu6~ITJLw06uCz*+{^}2u6
zhV-20=qFj{ql(Dp4t-OPvTW{!>#u0cL>PRbo@;>@HZTKKeAX4Q?0#C=Sm8z{lLXkD
z6flRSP}=hfb?m|hhmDGaUgKX;VUJ86fgYYaBM@lH-(NlHW1$3PV+DQtGA8q{um82x
zuH0}7UsvcggZ$^M?1M`bOos$R6#^|%$?YWDy~p2$-p1U~vEbd^gJR^In`>#C26VHW
z>*1yZB}NVlP*d%u{WpWs6RVbSr+m|gTBZM>@W!%Q`bP&=vIw8WI0*8}NzORkCu~NdYZNR)o)w<$D6P${t#??wJf(U^qtd?$
zeM;=S4p$}uDbSe6P&0WW4WaZhrY_}&DFDyRA^PoT{W{%{vJQ+gwV)|;X*!@>V#ON;
zKpNt7=E@qgTL&$SR;8DzIePPsoZutcLhjS^mV`~b8`<{UO{Ss=+e+j^J{nSnLh!1?
z3h&r_CmSRR$y5fTQLHwm2ahYFIv!QFL$f?R_dL>Ay8frPvnW550PmGjkJX#ne;rL%
zJ+3A3HgxAvV6=;enEIMxjAcm*)et14m@ko5IRU@S!f(;eWn~(;1Q2PKho^eRX%VmM
zF`7;d%ydvH)G>4(w`r-f3V0(`YZMdb=-kCVfWoi*=cg$gCovGZ=z{1s?B-1H;SUbU
zodFHSvExDiF@7qlS;NXV-=J}hT)YesOM{FAqKyzH_s&kXM6C6XUul;LDM
zW&6C9T<${-6A9U2wrwAgU11N<@kv;P3+GUxjs1US3(*efqu+RpHJie96HX?zwLc@UXJ=%|f0h<^&J<
z$I8ks1_rH#Vn`bCy?)oDpo~hJ4on1!^&hW$RI|tJKd&$t6J7lK
z*X<8c?6rX4$oA0f(6>Mh8_o|KP2knhH(f@~xh<#DRx|y=?fP;4EoWZCcLmHRd(UfH
zVul5zizVE1+jkw+onmL_4j#l8QYGSbTef)tYkV3m<0ljn)bi;W8EG)bBV5&<
z4)_uA#o^734Q&AB?=f8}I}oeGtwxS~`d~L|Qn@8BUbJC8R8}wycMv%Mzms;mLHSJ|
zJ!nOgd8vf(4)=SHAiN5nQo46oGEEZ~G3&uW5`wsF0BeeS+lK|l%nZ;E#`?VRQdEj0
zRmr*)=1ZHTfj;@Foz~9Wv+UMx-yscs2qA3{G|ykom~Q6%t-<~6rcDE&>j=V8uRL7)
zaAxsfoj*4={T+1TU;f#Yh=Q}6{WR*_-N*<~=E!CTeubvVzFmq16UK}iM=jZvDuf+9
z6FpK@N%t&+Q2=bi@vSB16lMrX#aar@i~Uzf+X#}bGKB|NX*cvLB?Ue&H=*x?synJ~
zTeLfY5`m(Qzrh0DD!JxI;~NXCF#3FI7t8?`$2b8KQ49ffBRLUM;^azfP4yFnDuG@q
zlx=O8E{P4NXC-+9O2}?Yi^PxZ-qO=T6Z7&{Z6---LM87=egE`hlZy=c
zn>Pz^1|3-&5D+k`OZc^Y`nOcm*Z+ch0r3(4IYi%Vn`|OvHE=muotJ-$?1FxK`;s+Cg_HYK!gsW(w9r*xOg$1UzSz_!er!#O%~%{o3iq%9-{%dVHS5A
zE6DdIHB)LfiJYA}v6sfPvO!z80K)CSJ8=i^fFSorRV*kA;2fP?b~DMmV2=H97^dk^
z!bN?@$Cu#g-c%pad?ci~#V-qJ&(Mf@^9T_)dc(rw9pvNKcEabU#Cx!4R!3~(=E>M>
zb~EOmmmIq~Mp=!J!R_>rBiP%w
zpEqyb$)z|kEhK9ZHxI7xo-utoIYxA9*%Ld*Z|F2GS$JcNG1Isb0IYM{HsFh}J&e&y
zQ;sLfpe@LtiPKl}_PoOu-HXO%v7<`qCL>7Yu<_kY-q4TZ)xR)b?c|(^ln3SH{4U%=
z5sHuuM_p=kbN#PI_%_`_$S4#MfRIEgZu>oM>7FA;b^!NGHum@Pv$1cUaD0ouzmVWO
zzT@sWJP_BOJ#8Ws&|Qla3m=pP#a__<6Cy8D*Neew6aSjcAWL+KBP&afo3@&ctN=Jn
zY(=P!&NDkA_6YnWSR_(~#fD2u-i1D~J-zCm-^8jpcTOlgf2Ulix3_*N=R&hqcW=zn
zg^I8}5<*(4srkZ17J!|u>aY85<%$*NV7ccJk_eh8!)(;gEn2ilDbN;{gGq%)hxH!Z
zdj0BE76zipBjAR{XN6)Iu&n#+UP=AfDUm{_LnO5VH2|oo7+gu|OsOQ?9>*Dq#%IZ0&r4dP=RarO9@#N#
z3X~{FmlvhC9NOH?-5oI6d;V7i1)L_#`1m~{nl1G1JY$`X^-aJ6Y9$OGI}aJsPI@nN
zJO!+Wgg=765Yva3m@O01o2Kuv7^)zCOXLJW1H3AK6#MPks<}e+Ex^ukxzED1n-t9X
zgCwo}zt<#3z2>9FRqgf}OAuSUr*lMir*Ao@+5o=Bs!81dNkj-R*A1Q&J>yQKsQUzt
z0>>g$kj49(a!L~5F+U_i%*!wQz3D{7F#pwJ~o)iN+bg{hbdE(M8iCNy1|NcyljL#UPENirT9a#%eS3e`6>f5z4qskxndI4nx*{wFTTzTxY
z=h`O&8DIzOKVIt5$(Oom(!4^1xzW5@@fM_~bDTTZ^h&K)_15tN2VNN2+n0*Pn?x9T
zMFa(W7@*4}4_yB)E`2v)@y1`JQ|S`fPv@^Y!K+&72qZZIIFw=AmnQ$ypy0tsg2Ckm
z5|*eDg(MV8mxl>K$**eqJ6Jg=dh%z2ElyHW>3GNz1_dBIMvxY6z&zkKGlwSC%l6>+
zh_FVOxNn>M%64>BOn)bbThJ7{pY)JWLMeH9Hzys+C6s0rPH){a==L
zzEF0I|9TE%IFTO?oJc8p4)B5-A{H7<`KC(jgnN+wp9+QEZTiJU?RXTz?nn@z4HIP{
z_OOT=fNyugvx}O9GAXh2HJvj2iw{~}TJe)w3Uf&s;wuKN0&)D;ta=M*#In4Y<0Wlc
z_gu-4nvCWy!UCjCABPl}r=2(tOCy%OKbh)=R72BKKmW$WY9X!xr~y1yY5JAzQjSXx
z+rzv7eE80x-vT0EYUE{i%!ayfb$6fQGE&rS{It+m__>Q?3W0_hQSzN&;*@YKE)*Dl
zVG49)L#~o$jLE!CpvCgNNy9u_cFOrmEfo?XcND4%BZ$y65A}BK8g|_E!u8?p5
zi+mlkHM;0VRFR{2N#}8gT0a{Jv<1RCifE)*_`pl@Bk)SYwB&Zq^H#Cdb@o$hkzbDx
z`E_zzt_x4*Hut5x`j`98M*A5-hmdK%=|qpoU-=l@S?;$tyH!F7CGL~oYLPd~t~n-p
z@(mEI7diK)Hf)N0hP}1Lpfe1ba1st)G~@)RfK-K)hiWzwaXdcZQ{7Egx$5LJXp$!S
z5Wzu32L(Kbs^L;@GtMn_)5B4(!H5NvAvdR>JBtmjo%mXDU6~&L+y<$%55PVhurHQ)
z23I`T*P@QDDl*5+a#IX^F0XG(K!6H7zb}xS4C25^#7yYiu2}YY3aabxU+?77Irsu<
z(RR`9nBMn9;@Swwz5VagZEd@?y5VQsjUJ#^hEO$!H+cU2-J7#uw77mJb0ldu86g>|
zoZWlz$4(ojXQE@ks)2aFa7&BwoAZ41EcRAbaEhNieTt;p_I!NoXAF!_wwz`)rO_H%
z(7Gv8`*kuW4}fp5TKivLwG$WDECM%3)W1WABimA3SJTf(wHvA}+NrPmxES7iXV8v?
zfA%n}
zmUP9!w4Lbokto-e!8G}1l~!@;hgxlh){xuFV-6rVJRKzdEFh9k1_i=6Px=;2kyr?~
zDISKLtVe5VG>Uso$3u1gP1b+GwOax#BQ^FR
zZ`@)jOPWO`Nd^S|S$?-GBLQ=VpZ>9Km~82TbM`1Y*`I(WJc_=IrCDbJ!SHZjnJ
zZuuThE>_QyVi^n)D9%fyB$Vc>YN(R8ASG++g&1C>n(RyzZ=ZO}gh#@Og_o_|`(hK@G3)P$tFdv|z7sU=jJMVk%Q{TQl@}pMq
z*VI;BgO0V$?~7m(qyV^HVcFLNssQNr^(7d-NrI+F6*D2(_zHz&$w#2_qA(GL5F8YdfF=*@I7}g(-^`47{AArV1Ya$53KZ_2DsFhznNTl|IB5{8nvi*E
z&>yQa$?%|3?aAW>4e#Q8fTjY4-2YC1{JgaGYc9r%mTGg8|NZVT{o-uJ4LDtDdYWS<
zfynNCPmD5%=pCw%rU(pAu|-F7D7<-K?%;!Mwwja?QJGv28))hP(YkO2se=tBnckg&
zwJM@LHg}kyYX=u#wX(L-DT4a;6`e0{W;d(x>M}HJ=%T`FzV+wIv4uY
z^u~pfq9SDgh{wfVl@$k!rqRoY24H~8*e-j={1{)?sNRp{xH#4!`OIIT(zN}5bAlXn
zDRrjzI-VK!M(9qYa*d;GUY-uA3DBRLUbla23^&g0nCh=-k!&61aaqxPF5G>h^VvWh
zWF5=ke`P2I(Snekbh)3V&)g7b!uHSU7te2P8Ee!f$AXBv1y@}TqIfED^qqLW!b>r-
zYvlLZ+L4XS#M;D1OQ^35TsP5t$o-`9wL;qg)Z~RGN1Ilbw@fD&89yGmxpXQZ9G`|G
z2aN{j(u`i1FhLR*wgiE@cHKiif$Fn9qVI;6K|01=nMO0@FWYk>wQM@wW)+AxNtjg5
zXwA4Ic^|{A(>&d$f1o`GAcTqsGT({$9h8JD2%OcW*^v>xAMaY!Vwbs^(qVaaMT2IV
zFXt)j*fGAK2i$~4e-C7J?
zhR*S-E}g?!`-P9!vEFmgH~rMM<5bao%S2o!EiYC%-$BPD1cq<1+&KUeTC^q#WiP^y
zr(c?B?%weC%v)gHI6+!iHRcidBhX7hB*{c_$iM+i_mJUWrScO`Cu8&iY8Dx4vDL|g
z-3cG!l}dXKP#tkpXK6OzCV^?O1wIZw;M;`Ba?I~##U^o2s4E1_Fn9M`4p~P85q%=}
z7a)HgWyxU$>yIu;kR~AVk4y#nZ<~WZOF*tJ{MRC
zf!EPuf!`N$Y!8g^Gzr-3NOAk}<|boeh|p&*YG6J20UbIbHP`BEl(-(9J%)9ByL20G
zl_lH!`NtI=wKYT7Di}mH+CJO8Vb@8y{cLicynvW7$FP=g{U35MWQZdx&32^MjY$0c
z2Cq#jA+&6VliRdzz3l4Ly}`jSDhwk*!rlMg9T*#bi)V$oRz|ndhxm0}yWv;q7C_Km
zxQ{eY;x7luFfGdfjX?=z0id_dWZ%3k>g~pn2VgLF2wn=Y&$K$Fdi{t@;*^-z#f1C;
zxA5C_Pk;+Ad7OYB+(lfjo6zVj2kjB%8G+>h`(~gPpj5okCV9Kez#1*Q&u%zMrnQc>
zv-Lq;j>r6e(w6weM4Fe#(BCVO>8pb
zIVF^7J3x3GnURp9j&viY*DcM3H=
zY@NB{VfvdR{T%DjT~_Y59d2-457I`q4ZQe;5p2HU5#&{iUQ3spXqUEg`W5Njs{FP1ik!)%{ag1@pWUO>=Diy
zWSI(tDRMbq<}?Wa%Q29=zUlA224?b`*v{lJ;z}O1^m5)v^SHXCqGb}sD1v!CO8<$!
zeL(N1$@|YuQCP&*Pne0S{FQ%O{Bd7d>d{qomV<*BG20Jm!=yk?McCd8O9N>v9qCCJ
zWxfkjVC3}j!h+`XokV?k=b{AAZjn#aNWXtyDsLKHleV^O%MH0LGFv4BB;Sp
z4jYN?E}I3HkzNpDEcsK=Hzl2+4n_B6SKBNrv{<8^%CL0u$cq(~l_xfy;NxiQy61j-mm#@E^uQa3
zMVbu3@aKEZv^hc-GRJ;&&3(%K_3MYq2EQH}=^Ly|+Hj&Qhr~!n%q}EBW9-sIs9Vw|
zePs|!6>Rlm4m+{}i3yvioZPzB|89Y1cj#tBW4w#<`zX)8rHbD72=$!SGu2M(eofo@
zu3P469D-CEHZ&uw_ju>L((mV^0^}ax!Uu+L7?h;aZa>LE;-xg%q!T1&GAO^*r+3l?
z{DPa&=fLP#@Hv5HFx;{{bpi#CtnVfoOujRxRj)3tU+rH#Ev6l{_}384BZCcMIw060
z(e^tv^u%FPMRHM3RD1KF!*0Q$atRn3z={CG26TB4uD}E$z|eCnI^zjMGNOc52cc;D
zw_gIYKQqH2t_i|B)t$XDu=&|fZ)&S@@n0-*-shpw&ZXHxJ;N=5GfHCgV#7{Ef9&l4
zd}ICIQJedGaBDg#XY!Po&Rq*G&R1`_T-~hIlomk`i~s)ZQn~5Kk>H>~W4~lp{QUIZ
zxop$#*$c|no?UyxebcmSYrcx*m{|)+k#kPdUHI{wh<@yl2xO2}hXDw>?hi8teYuV`
z8$swq(qtmfHpevo?+M{hy7L$*0TT0{9E+2rIZxjz*u`4EkOFS2)*B4A^N$|h#C%hcc)ks4lJ?prqJ^{+YtpRcy6NW0Mq
zFK5eK{ErdVQVmkwwcoa^Hq=(buSeZde8LdSq`Z9Dmeg?vZ&qAs!9D$}-YZvOgG+&2%?SNgS-UU6T-r{%0=krT5I74Q3t&HKUecgu1pxY+~Y
z2<5AuR|y9uH-mgY`z2~<<~sMg>oZ1Kh(1Hil94p@b9vBOU?QqXf7Eldg6r-F+Q+kS
zR9S>t9Xf2Yi?@#gg^Yg3Wl^KJ^3@JmZL)g#axHo5k%!L@eJoi~bMIAE+Y)fk%4xquJXSKU1Reqcs}
zc`mQQie+gYSNO+*6>RjN-nU;|0vyc<)nla>U#=aTt>gYh#_f%$hbSk+FFD(Vh71*IQul;-NSez-8u5l_3>X!EvK{HviSr8rs(6r`b07Z7IxA_
zVNk?wfrmBE^)G380Hh-fjh8D^FQqUDPJqEoom(J>v)>Nb;=B-dZD&
zgVOpIt?0s7Kv8n{Ysnx=&1t$Z81CejWZzSJW|nam+6!LLNF0LAExn;dB=-2z
zcwFC(fa=O-GmHKrWR1>=BodhR*}t;;deALAiidR>8*g_MpHf`OL=oHk`uR59R{lKT
zdv|u8G#HdOqt(P(xg_s~F+C4mG>q?~JH6aj-1t%z_8KHK=s^SuPpH<$upw^O#{Qcs
zQUxDv*U%NA-H{NYUJ~tx5=RDL%C#Rk5h!68DC#`t;-p)owZ6&CBcU^PV%FQGE?)|8|
z)||A}XO)W+N5E)RNef8l?a=RO2xzw*z@4Q%1q&`_y)iXhAmiKMu4n9I_oFhzi}<&D
z-qd#+-Yg`@{_o$vX?b}a$!Z%5kN(lZdBqR;TILzn6{>qB^w%3Yw0cXuu&FM(*PDE~
zN~f(vn47(G+8&G3Gw!bV_^@3srY%GXx@uLT-b$6KinkSRxA-IwIO`U6Jk(k;16osL
zx6wZ)5Q?SSry?+=Wq`d6kT#QGavAc>DA|bfxwPlIHau5aN)qx4U+Df8W$l7ySkJgQ_6xx=!#~{|#%yQ-S_&!SGDvX1JgL^g!;mJ3bRd-abqL#;Y
zQbzw+>IF2E)A7)9#Bx$!5sqp$J$U>T(NCMu#NIO!lzp_z6W0DdTnou0BcYftS(XjZ
zc#`FC`5;w0pot0^LwK7g-jWgPGob>fE>sKovF1syzw2jx6|L`?Eq4-vnqzV0tEQ-^
zD5rwKB_1sX^49ZlPD;K3MJZ-O5`eO~hQzhK?~0BcDwK
zKH93J*%bWXFFTt{q{aZhPx7*=a!16?<#$r49s|R7{P@ur!(K!Y2Tz_Zv)(gDukPVM
zvua*%P`#-@h2jRv4XC<^99(<|+IYR_+P{BGt`6u^nqNb;IQ3(FJ3To)diTwt(^EqK
zH2w01Sk?r|R>yO|xh;g_WuFK)Q#$l22;2YmOBowioF5Llk7T~M@Rzt+dDd1$=wFMo
zv%T84bLa2XUFx5669iJs4d^bT+wd+cJFC{C4Qy)a&@(U6Ov%#HQg~86*hUvbnmhKN
zvF)0WaoACJs|T-1t{U|TQ41?KM5DO0I6
zggv?%o|t%&6Xd!Y8yN+zn(8%R`M8g7LSC%E6~zo`$YrH6a9m1YfwsDg+%A6bncDLP
zEykRlIkk0OyN4(;6xw3-!+8-GLhUY^XP9I@dUOYDCea6cQGe=(!-v^2#Cc+G$o>(i
z4+@FNcfc9QW8af4d!EvTp+lu&neB2udgX!-PMtehV{b
z(@!vF&_Y>}yRET${&g-Bwx|TK^T4kiUB_bxa_G<@*I$$4?ZnwjkWrM~ij*(pQ}Y(e
z8<`1+UQ;x65-Wyi!tkxGaJuk!4NMEbrbeiPj2!_rVyvP{qsu=|4Jm+BG8gfp+$=J{uk<|NUm1
zH+*761yS)mE}bJuwsjk!=Xm5;NHu1+XcM9ZbI3!XWEQxJpRqie%TyVQXrM
zX8u?+>8(=^sc%8V>g8rB3xW7Tsy-^&SwIMv0^#8%^TQSLi32$
zHa&ebn05J&-jR#UkFgMipqAHgn|0!=br5%MdZA+xEsgv95*GG)hl7+qOnP7~7llNv9&bD4(H
zAE6TdIZX_%MfVDR0?e+25ieTA@5^I`!syE~0^|=B_xo%(E30QDcg;Od#OG7Rk57l(
z9?vFUmEHS$&-9lKVCV(KCZNru1@|T}q5w?!pV#h&%h$D7;CN{8(`Ez^P*`)&VWfWF
z*$uVq-*}C~GWNm`pIcitn}KrM4u|Ep0QFD$oEr2$))G6C)edOMST4Auh#(an)b!yl
zGX&v3XT-I4hz)}{PHFe=2d&+`_(`N9D_7$Z)f9ujQx@D{g1kORF!w`
z>p5>>ZchDWZrj*h#Mxiod*_40aVUKoDRt;Oc6I7-S@_wHjzugi&+1=jIF4&$!akQ9OrVhM=#4G6G#mQf<>@abuKj^3F*U}rS_z2w
z4u>!hSbO>R#cNK}X`*o4cQ!mZ{l@e|-unLYU+vcobIPPcnu}6}^&KH~@$h%lWWJ=;
zHqkC`D=-xCM#L$$*Y>-y~@C}waAm6=v&;9wG
z9+U?%ord>Yo@d=AiD9m9F88N6ShuEuLZ4iYvMUY+j9{3y)*i}O17jHi`7(COlf}-l
z0fsCa=dEE-4tqyOyn6&+;#rFW_65i3Beycc13*zuOqLuWgo9XdkPmbW3~WO_t;W$6
zfT%Uil?AAb4E5C%kEn}XFh{i&jlI=t!g!~oN_&L36Ms&{%yRif(=jp3)
z6DIg;tBUy7!NEa9)5M)^gA@6WA2Mb4CH+@b*N`LKKj+`Iyyw264t--9Q~hh-I=>i1
z_e>F3Q&W*?b1K8&2dX1kjipfNb%!4P9N>P(Rq=C@O(;ius^93lROQj4tuO903u~7}
zvT(>w9$?Hg+ItTEbOucO?nwfmUvqNIGMzqsCKRo$(MoM-r+@Nb)<&|YSax&CM^pmZ
zc~PiSzh2gQP=Tkxd!(BG-LPdHhpez1x4D48fkR=e+KMQIKl5}KGMnZ{0qyk
zXHUJi8Za+UnGpq9cUnjtR-Lgk_LF8#wjJ`~dkn%=Ij`jNle>ii!}5N
zdxfR@ir!G*e%h*U#<*Y#*9l_k^dP+lx^p~phVR2(hfYo8^Z4AeID>5V!Tj16WA6b4
z-zX>T?E92YiE}y<~wi&DdLFw&1+vlvZBbc{E!m5I@4)}Yp;P(
zRLFc23L1EQ;jhWLg4DBG$7IR%@nr7J{3c=E0ItP-4}LOyh)CsPCf^?yi?n$c?wM5P
z@E+n=hpEke&owv{AnTgT)V;!Or$If{aWcQ1T=#FONR?@rM3M-g1#R)@Qcf>5GK~d*
z4NC^aRP4uMo>l9nn*me6yD;C|3(*@3jZxN-G~D14qc&qHWvs
zj4m@iy3rHLbrLk5{#_LRFU+UJ+M=$p1dZ}|u4l8)!!CLArg*OvAS!($7Nk1Uk>I7V
zWkJEY1=68&&4#T^(k-*naP5SugYep@Q6m`$@d;!Q@Lon=)?_knc59%6{)5tMo^>~$
z7l#enJmrf*h)ag-qDC?(FU7hybnxtWEgBcM)`vyx$(+Sc`}*BCHEe{i0t#{G@roGqS4%(R&b;Y
z8h%(mVNs4duM?`W&?oevnQT%65VaiIMY>4zZ(w}uGMrRYRB(E*%)U9R!YJo^+_l-G
z*F4chcu4gAuPQT9$TVDdK%v*lFf_c>NX^VzT=t!mH$>n*I=WL$wfmLYN0zQOjkl9c
zW>^{)HtT<_6LzMJ&}W5zSPddCdOr$f+j;HP)Y8WNHK=@ty*fp(z1bZSolDVtq2!E;B+L9O%#j^-QD2
zP&!gSC0%Wr)4*`k8Q$gPygZQU{+nyofmeYw$S5)xtJTJh*GtwRqOsy2mec&ZT`Sfy
zTBd*;|9NTny|LCZD?|f$diIU>pc;3HE#HgotC<{pTI6!ASf;cAM>f{zzq>5!gTw=J
zhSzqwAE79&PdNoD*SwaYU)jF8D>w|i{ri{p*3$=D4T`GoMO2gEuzzpyhY!-2avgCe
zcpvzG$p?%XfL!DA9`DQ|YwPtGP*)
z0(P{_@t<)$-Aq+gwibOa^Q`M2Vt05_bmZGX`GUs!zfN4JM8!UP!ri=UBx@N8%slrA
zT@s4TyKVNqG%m*e5OVDOEED(WmKUfxTeL*(3T3hj{c3rWXgZH2;w#g6=+LWAHGTkR
zr6T_kQM!3nq48@Y30#VV3Ht;og_VY&MIs5wMu89VsUwHgA;;YSU8g
z5BGXuzq_N}%*Z4Co%~B`
zu35*;O$uuWfWgS)^5N$=JO$|PYubjz1ok?4$MWi{GIeD1+|g-=7T?v)p{^HQGsolJ
zz=4W_kiZq&{|!y9BsMc9Ru#PyPXK}Vjvn<@RB90DlK@opMBglz=^_biJNjdxB11ai
zGt%zvA+2GgSJB@cl9DX^ewNCs4OMJ(0Xrx(D=!Ui108`v+$*pj5dx!W<+AG)%^)r6
zU2&N0WGwrLveqa(@R{wSJ(trePOTJtLTaFbtJu(slK~X+ak65V_3+Zk%fzso(yAag
zCNyeB^$hjZ)|<2PmIbuC{J@?CjR$
zj0m=St{b?UR_V6PHX&o1{d*;wV#LG;(&kvYpfl#+^dy1=~T}3
zqfhYQNABJf3X(h;zc1@cH6%d&S+m~i&z$jM{-0;BC(NI(%LD4iyt|C$LUAzIEAA<<
z#dBtWM-DxF<#cz$=^&&q5;uW`{|sTR
zZxaq_*^SDMb*F)L7`<#`{ZNq&p(b8H%ltxwqFzk$vB$9?KYSa;P2ZvA+3}{oSFh^D
zalD4rJ4L^T!Y-G&*Y(2M&zd^iN!GI=jJAwvzGzWnluHCtnx*Z)VukqD6y^?HePhFH
z=-nLyx>L-lP&*2~NzfAqYFR`Et#ZNKE8$CjPC;Ixuk}kBf2OF!%Sv?o#Q2d!eOY3T
z@T^>+pN(C|i*yF@XD)=!QtSD;Pjb^k`JtIQbAzv711vCr917;n#ZSFLVX$%8M3X=N
zZ6$>tq9Dc#FNpJN!B`5mWUUuB4tYC;=0SA2R7j1P{$p08BKfR+QX{GA9m2k5l$MM%
zR8UY;9Ajx_YtUiF?qX)#9Qs-ZlV&Vh__a?CP!wR0vgciJ&MQaYht*G;A$*q#hdD69
zCsFr@g3^T?L~52Vro8Y~Tco*Z#)z0R>3#co&cjAGI-#^w`IBPy5VPtRS^piXf6{-a
zvpGYEXCbOTf0mgC(Lcj?Ed4NB?PckkL-wD0Q&`iJ6BnH4&llaQ5kjxb?I#1Fy|j&t
zs$#CjkFN1Rk0JtVI!u_^0z%3Id_T*v|tUW7zdgfT)J8W!qo-Lv@c9Hef3wD
zu_auMxiYsXKg9bI?s3}7CdY>L>Tv9M*#U7AVYH4`K{f=V@(E)0wjJ>C7C=Yc35Nqw
z1`1;)3Jq=5wk8`dk6!fVe;3P_Tn5G}VFZT0ZQa7jU{2zm0+0isL{Y5MwW~79I2piy
zx8G%e7&6v`c_oaw@$ptm1!0|tPrUV)ER7)t39djtc=Jic>^)k)%iisR$+|vu%}G5Y
zY|3@&cdxBiy0u2c)F3wcy-v;d`3Y`}_WhKa&(9CB<9E;I-$x&p6#9`jE35JVpz_?h
zPx^3eXLh%)#(_gP62yJAa}Pui3_u0wecJGR@VeE|TK^&0xJ6;L)3f?DPlCd27q2Vt
zPh50DFE$s8^J@2gLx&XhG~Z7MvB>(Ac4w)`_-m*|gqA8$TkQ;cbxicGE$o!=i?decm@6`-W+
z=kkAV-&R~*Teef^tzV@%v`X_ryA4<0kx8Wq4|(?7e@8(YJUn9%>$W#=_2Ppn>SgF(
zW6YU9`Z%LayI$ImIM*9x7IUKwAGH26@Rhddj5UpWPPC1+6=Z`4x9msJnDB<5m^>m%
zc81ZXe@UaPq6&MsI$&qV;Sah8ji{~aA_sy2_EdNsAMKQ9&w_Wg{QngMv>W_?f`EJX
z)PH+&EShu}wEdluL`sq=hTTnKCO3qVk*2UZ{EXi8&aVoFOkNiK+edA+)#j+Ugwnw?
zc86;vZ@lj`)#oQYLaV;Q5O$cmFng)-(hH*K$3XSgG_RhYXB){bJ|8deqddnk_VLvl
zMAHFWd&c34&V!+UNJJj(#4`#3oec9;G*o<+DgILH))|$pNXK*{k>>b}c`dV01fVXKg?cfkcclV6d8xI7or}U6HeIx{t)H^a?0}%XY
z;9e}d2xZHce|zvGyZfmfch$k;Uoyo^`5;s$qKNP-dqYB$&01iX&?mQ;VJ9|}y>I7&
zLW!!J%my2Q992^HdAMb%&hdjTP#bM`cZNw9)?O*WEnnA6zzAh+uG8y;<>`p;!AvwnSVKixfQJXwnv+4&mLCNMlK?@7NTAH;=nm{{9
z;H(S2@5~CW+HcR+e;B=H-A*)?Gwki3631PEXS(js7}G*I{wu3##`-pBszbu7oniHQ
zOtuMYRFu7_qDFP>*zuU%DSj&9(xvX9W32#tj**aMi5d7w7OJiETeo~d#&&yqW5a%4
zGaPCb%*}oNC3?a8k00-(*fh1YR0s@Ar<7B*bx;m}?nXuex6;+e)SxHOZg?nzsokG8N?-+XC-Bh?OL;p=6qQ%fP?M3DS0g}Zv
zT8J_*kwjyEVSZCXx9mXRp^@OKA%_o-C$zNI)Ev*pj4sQmnU&*a$X>F|OLBHRLZ-~f
z|3DNpottVJ?S>7%|L9Ttt-p6s_VYg$ax@KSkJ__8uU*@=|1CZPU&+SkN=Ikw_U&DH
z4D1Vw0%K;S?k#zz#6L@>1CQB+TLjV{V>lrQiOH*fu%#7_amhFTW(9(`IeN
zGPRrdOqP~4Yp0yb;h3Z|Cc#_lVQ3gixy*Jt+4i;?*L!)2B(h@|e2k6R>pWn_mdreg
zjr$mX$su7pD4K?WI_W6-H~hG}0Kv+}G~@#EOlcZ7A7&6JjHJvd80mb1p#Q_uJx_%w
z&;&f^C}r?d45mIowydi7X#L>Pqi(p1*fZ8(xHPXO{*w6RBF|wBXWoXg;kDrkrt$Vk
zI=s1RTxvcsxNE>nnLXgdqlgg^^iZSVKcgw{D%N`2$LnJMF9#N1-3OVO-FasEJ$iJG
znLGv^1goM)F^3k3nalSI08*5aIzw3iyCooiyE|7d=kB2%a+4Ee)xH^AgRZF=K-iVj$#|QzC2%%
z-aQK)kSoIRM8f1%rY!$dSMNoQ&~kWX2m3@sjZUbXP1*Kt=iB7aw~a%|0OJX*dupgVgY3;3&An02?V0!H;N4%!
zH9;}lo*rwswx0gVNbu)59~O?W6+4?Ap<`tpHpw;1$9N}a!+Gh_i3GPOgiKQyxm^6_
z@}3Fd!^Xh49+x>7;_oMbIwDRFrYk8^(%-x}%%~06l0_n(58tvmv{~Glbk0;@AkA{n
z$%mb@n>e=$9dediqO;(KOT<9XoNo`uhSXPmWr@#Fcs4#4Iy&<4c&L*=i%Mki51VA4
z@YlN1O-Xdw%>e+PqVSEDZH7Sh>G$phaPZP$F=%70Vd-?KXiXG1@{}9;m@+P4X&Hi9
zu!I3jZ*+97(q=%YY_PN}VsMR1{qtR2?S3R*6ZJ#4-mEU|>Gt-j;am1mO)TPs;}UTg
z`IXg+shblXtjnrjpX1M&aM%)j=m+}Fy_k6Nw*XQaK)EpV9!Yf*hTwA({D!5iM$vTU
z_~jVe>Q4>5ceuUA!wClSOQHz(j*0}$|CDPTA+3e1T2dR14JD`phy@{(vT)WKtL90
zDo`mMKybn$ln7%j8p^7yN-6Zb(V2e#^L@#e_wGCQ+;i_C#)1Gp<5N@K2q@!NPM9fh
z4%L&+osS>;!cd9^G;tUfsm3NEpx%Yn1P{RP%aHY0pf?H%X>Z)5J}JmXfR%;$2uid`
z5JyBrp^aZKY}Vq)k-`=oGJG8?lnSngI46RE$-_X2{TkU>&~CVaH7Q3&Ka6+vuvK!Q
za6!t$M(IK4M$LH)w@62#Xyw=_FTEfP#gHU;f$(L?W~htGpBJdVC!~+!0z^(_U^NtG
zj#fi_yltW_%Xk8wDjNZdjJJUXzy*j*34?dcLkl+TC`LC3dQV<5&)K_9Qr~c8(M7)(
z4?E5IEr_mK-EdX~vuD3jeUfY^QMacIfu#m{v+&(se~BGB$Ee>7>mp9Q$1?YgL(ek!
zT_XFys>63_g$@}+X>a$BXb&NpJZv76VYLX61rVB(mv;#b<3mly=RN9^OP!MisCOEJ
zvBF}mx;q|N>u$&^KRq@@56lggTD`?=sarV|-~%_&7UCccco~I_lcpZg$LcXa%!20o
zO*;Gx`U!oH>N*(*2^pOZMLswkG9XF2P3w_$k1hn++s6dFGAF
zV1%0emY0s-)`6-+*MA7!)0)BmG%*os;sapm2q!~y4axf*m^{T~pw>V
zj!;RmI7-1*V{qqZk;b0jN7{G>>WK@%ZM=5K@zNy!88;0l)4k^AK8V}-M>YR>^61eu
zOdO+w*egffhRtH>&W!$Chye3?okCl+oVKe!Rq409l2GWu$Y=W%Wn!p>o*s-ya=pq$
z7}scG+27`cb~*f&x_U~`b-mZrSkoASNleD03tHf_E&w0NFwe_{Kw?87vVA6?ayPq5
z8y3}bV$hD^m=;375qJg;B1DPO9hQ0~2s~a)rnyKR(c&Ydmf@u+7vvmJ&^uINtty;mdHMkkT8t!|Zl0$ELkmY`?*SzETx6WQ>ET=qZ*)bHNa6z~cMup+
za*QW}FqWjM&}VT`ts@~EouXOv^P!cpuQ&Az6bs0_!J&nacyuG(LdPoCsAa9GZ8>ptR-c;zc5$#_;L|d5UOiD*>t-MPhv(jH~%xE5Qnwz^N
zDbkNan~ymaT|ERDYQrZ9!IAu8H1%45lE?4Qnn-Nz1NKE~=J#g}wQg;gKQFoR!P^DC
z%f75i^WF2rlpo0BwzE!ldIoO)j6N_kn^-MuzJ8Q#2xKEd^5ex|7(?zgzp{e4i3i6R
zwT?IjX=0~X#osF#;hDDLr|C4_z}?$K{76Najri)Os(tgX9s_Zz3|0pgsVZK?)IC69Qi^^GYRm{#_-UAD
zd0RHbO!H6M0f0Iouh?TZwhN88G%RLgoJgz4;Oe_N4AI*lLQxkMWGPDrEy(lt%*XRd
zqKM1J)yK}lfb++MO1t|`*hY=Z3sr|IHdDyGPZkz@kxjQT>0uoz*LRzoKSEVBkP
zkul@59bDJD?ho(%tY=*B`{6#<`mcXiah%8S`|bNS?Z+LJb8=LaOq3)NiAw&=DOD1Q
zES*GJuf2&Je{-#mjS2rpW-l$Tz6l?M8%`HechXijZPUO
zTsT`JeDdI#Yfs4*ZqW+Ym7b?}uKFpRm;F6EDJE8VqF=m!Hp2N=_3sFK
z!{9xe*5Cg3qy8u_VZ$Ewe?Ey++qF;q^NDGAQugoPvxioa(bN6&Nf6{p|M%C=#0q$y
z{`WTy25#p4_cv566pjD=ghC0)KeZ~LP8#T3UTfqA(_V%v5KMD#8qfpyiOtvK=QUrxY*!K0(2(1R3X4H+T2F^Z{3YRfoQ&KFzgn--e4B
zjKRUdN-UIgbYJXabywDNva`Q**?#Ag(viz*_w*hnC-YjjWo?f1m_Oj);P6c3IoE#r
z0IS8J*0gSWHY1IQz&NEWzgxFX;ww&^(6J~^6kj3r^z@LFm6gdhZj8>$%S(8>mz~|k
zwkceMgau=n_r|R5n0&?MAC-Xzr_WwfQK7|g54+D#;e<@Jb#*IRTeYH#l){hkOFZG4
z65FQK?KVl(_vxumONySbOLyJHnUQadhmA@2Pk)^^mxUaUV@cL+TwQ4V(f3(IkA2Lu
zY0t3$nK^KMNMQ|VbV#2$b*kz1wQJY*&lT@>
z6|02XZO*fg%Q`z*Y}&HCU%%$k%`#ud&(FWOyzpD0>il)`#|{gPy>I;|egsLrRF0IW
zZ)}uVm>E5X$LSbjcY1eOOTNR&X$#Y!GW;l2+P!(jkL_
zTN6L3-ZnMu5D^iN1g2F_Fp0$P5e*uYQfkVqQZ|5SygzsZ(V0GoxGF-Q5Rxxp3{@~@~%P=lqPx1;65AVoU
zt^Qn=xa_pt5PO#K=;f`7ii%NbX+e8s{Cb)a)JR^1PQSl*I(7R#eYy*`^-Gc#KL;nL
zP<0WhEbr=%E4>vPV_v^*af!s@;^#>vilYm4=9@QPN*I*V(c6%S#IxcHI&;ZrtF$
zcfOH6VSM}w2M0$_t#J3dGVcw+k&!e81_o1ujTBY)S!AT7)?t;ANOJd?rF3+5k$UQ*
zWyWV_9#7j3)bG80ihV2d@${Cf{hwb1q^BRo^S@AWYxCj5hsy$Y3qOd6xc~L5cE0P<
zWSykIr4O_}`}!{8@ewy+tgARc+;yhxt(l|Ien*JIb9Ap$Ur=_H%?D_S}7f-$C)6=70i=2;s|Ni~Tc#qWaU+)$g!o11s4#hrVP
z_2S!E==9^~$A@2wU4_ZFGJ2&N6rut!oH%jfYqk{wISp$vt)0O&d;5$FZ^=6f9Ji2@
zlV7=V5V#_?XwT&@a2QFIgN%*Teg+-a7&8s=NFS1h6~E
zX4Xlr=&NXHF<>KdXW6uCY8swDzZZpKOG``3HFuQxO&2q?Q$JzhnYZVpsOak_AMPu5
zoxQYTU}$*AVW3{BzNLjexuqp#PEL+v
zPH0>D1)n|J?vTmJ$$euC4Goo!JNJStLz{PT?nltI(OkRkLs>N2cvXxN7RmUMXep{M5~
z@wn-|frD6~3d3=VPuXz^y?=hyWM&R|_FK(wrNVj9NX(r~wZ-aMeSquNKdMyeb`CCZ
zU&tZ8NK31gyjvJey2gtDUN2=imP}hdd^p3+&8-qYJ3YMo-{shA*&YNSa%i)H|^*W{GD`niMuZv2PJ#(nd6?zMSC{gys|iVmH3U{r7I=+
zY}MN~aB*?n3=P$IaVHMNf?H`sK1Dl28uvij&CM-kY17R;SQ3&{3YpAeH&h;+;kcQd
zovp9RCnTitxJkA0+czEjXyz?F3yXxPSFiS=%x}rh&!-&qxp|We>xox8{iG(B(%4qU
z!zZKNuU*R|E{}(YC;yV~o=p|MYQl&`H@C3RI?TFJidN$9&+U8p_>}TIS4vd0wYe`{
zy0pop>OOI~#@HwNr5*;o&q6}Bm4E(x4pppTs5xmP>S(lS&Etv`z1$)3)G1cc>m%`5
zUCqrJhXgp39^}||>c+>%tC&ZIhx4H4Ug*fXnt8<4)m2JMOKY%5GU32B?P`g)JX)zA
zLaLRQ#qhJV9NX^njEx=AYN>ZlIL98miJqQ*y2J>NA#8Il?KV0(af+Fl8HHT;{Jgw9
zXxC4lK7AtQoSD4%A$Xs5{x!~qhK4J%V+P-HBoc;O(^?n!u3>9v>UO0WNt#<()qJ+7
zM*qFDeg9$C8SA{l!VM&kg;C+JU%&R`c6)3f={VbTc`Vo@8x}Je6gZTlJ@tJ5ezU}V
zp`xtpWU2ugs#ju)W^?X!d7{IUt^h2FE-Ly1#fK`yOGmHIo=+L3#ZgYo^96gF!O+tlZ
z#bQa%$OwKRI?Vx81XvhG_qzW%!_P{5?}
zq?{au4+V{^KQ&8KQqq$G;;5*oprxlLcXV{z$|k|w
z+uMsyyn)mMFhKHR5xw5@HS7$BG(g=86NT*?rKu=%&jS5zdFxLjXJK)`V}5WymcfVS
zvyv1RFMH)1{-Eo)WQTn&&T@BD=9(g%G%zUsT=3`5wOA9OcUcyV>Gu8SVq#*rQ*tvh
zq|i-*A3yd(!!{o8DOVOc=N{=g_y*9%mub6@vc#5k>(-ff6`cUINw;i1n5><#9xEG<
zLp$@*W<$@V>A1W38G=)jp)Fb~ZjqM_6O)pYtyMk|fN1+FDU9%G&$Z*>D|H;EC;c@t
z$M%kjjrF~EZ|m2#w(9Isk0lXmHi?d?3@edKOeFM;+qlcbO+0?>=O%R5Oa4*B0$W*L
z;^yIzQBa^PxITKfuQt5(M1(ePB_M`?eV-x$A`%i3zUJ8MzCQBRyD?7r2Ov^?ef@*Z
zNv!aR%H4K?0}&A%fy3oK6hb)%4j!zyO}FpL^pFMtr3cGf8lJ>N);zTBDmu`b8a=Av
z>ri5;;C9Q`7d3_I_3PKi9fx+5{O#NQ>4j)+`H!aA{IKN{mQCF6Dl1zGJ=xgU=H}-1
zNJ_HF1+l&#>ntQd2=H6a$hSAsE`}Q48b1f9+uEjD|6;}3N|K!r|BAaa^=Wx=QhCRY
z9o&!hb8@aDxy+0l;3>Q@!H!1%@yQ9$lt-XB%Y1{Vgp)F@?Vn?lQY@$S6qL&hwBpHyXq@?7=c#n67J*Rv4MFXCx2#(@Z@Q-oG$G*1x>d4PCuL|DQ9&Pt1!Mg!bEBW1ALEH@G08>l3o}GtvYw_^nGSF|b7s@$
z=O@&L?UeS5PXUrNis;E#1s!hk7tZ3UK6@9=N{f63g-
zN)KihmJ3!^0ZmQnBOUo_sfUgoqsJ0V&(01_>1wF2_d+cqSYK4sp8T1xLk1Oz8c9*n
z(d*dQB1L{jXS@(|R<&sO0hCd}VC1$ACu3)4mtWA)p-+H0v^sE8AK;T5yKZV!1;uBA
zn^Ewn?qXYRfo}4ECmaLNCgsx1Q6)#p8RRlu@|gmm?Bd;+QJ>ob!+aHjL}@?u|8=odI_CTQL=JJ|Nw^XKWFzj$%M#)b;LHOs1%
z8cM{OGiS=ay)o%^P1+fh%8~8PQq%Q^QY7w(fWFEGtO$9;d+4Qpr@q;=9dBTCY$ZNM5Ys
zE_=kpn6Whd)6&vLbP|HFyT3nFmMBND|ME(XM!)C=9azWBoSb9FtiSGQJ;u$w3DjY3
zrrnMphI#q<1h;h>>nQi#!f<73;Jn+?bn8Gz{!xVZa!}i#UA8TD$SU5lPS(}8#^icCE
z{-&bxMa9W4K)W;|042a^sNwL?&_VR=Z?nIC{i=W-;d|k&-)2Cpn~xtqu77!YOSDm`
zM}15f6BENhAY5=1d@H39{vYZ~Xki}^&&{BqAmhuIxj+x19fwXin51ZbFyKFkkFaAd`>+0a)+uQFhqVeB1-@JJO*MF!y?_Pei+w?<
zsi}GM{{8y^eY{`W+qay3%u5H-{&PMV2)6I@3m)hMo44JGk($hNp1e!|W^l5{;{2*8
z-@q;Ohm1;id0ZdYfw-uecb6<3tqs_-i6B|^CGM_h3ORzjIM0hJlVHV^`_
zq3#xX-ji3a3bdpev^Pc53Oyx+0c-$BD^hCy()gy1!>f8Te+pW!$)BGeH__0@oj-qG
z&0l7!0-Dqw2?pf$0sJmuW~kOk0D0NKa>xg*lCW&eL9t-
znG#VDY4(M2k|fryA73Fxa^s4bQ&d0i>r66yk>4Y>7+`;-z3@0cMM|=TAG47*G-P#|8t_JaxmX`1_2W-dJvFYdCSGA(o<8{LeJGEX
zaYqFs*QkcgUP)$m!hNfmkW8-$*|M&NH9ZkP6agoq*AS)7>K))Syh=BKKSi}Lk+-D64l!IoP
zlCg60=6W)6a%o5*AkY@Y;o-YgRaM8|GZ^g=6x^}@+;cCicc74Qhlf&YYvWYYNqz6>
z=K%X#ftRZwM+$(Ele~h0Xi&lY%F4=gA8Kc0WSjv!!Oleq*+^m(wq+K%K61OK#~9e?
zbj$Uzj{L&{0#d4~+oq-x9|!6}t1h1Hl985PPfnw$PhD`OR~kI~EmUZfq4V)Uw{Mrd
z4`2v}+}3L3$wDH4n!|7l75K;8P*Pfi$HjjwnxQ*9=@DeWzh4hYiib!peelr=gy_}pWVl-HFzxkT
zhQ%)H;@jr6+Ow-a=MOd~G2Fd-mng@ivX2k>r1V8j?&@UzvyRF;zpL0uHD&;*+qj8*O<-5N6;P;l;1R0fG
z&jSuV_xHSd2uqS!mGAT8EB;wg-iG9g#^Pqec3rnX=cV(rMk)h$*SU=XiT$chvT9BY
ztzeW~Sv{k@t$?n)zuLqGnHjV4N3pc0UMf&tY49UZOz?cJU2e`}x*5g+kv6yS>x_^z2cJ3A}wpep7jE~Txljhl~8
zgPZ@rf#7Dz;p_%UE6XGZGz%VhPQdT$pqCEcE6kA?zRN<=OxBKe*mB8{;gEhA@QtO7
z%&D{p?3dp17ZmZIQcqpA9sM}oAG;@w;)eW0L>ogE^&;ge51l8~EHC{_Jm8Xa^xDq=vaV&t;#YA~7Am
zf~Y9c8mL8+k`18eLs!GysbyM7=9!t#yVAQJD`rm7o%YMwa~r!TCagZCDb&iG?)`#t;$`GCuHSpP*HXqULfHnf5TU>Aqq
zT`a(ql%vaYKWHF#t^-`6dQRos5UK@yEsH7`nZVEfvhrHrr(I|q_Kw`dg9@g+fV12U
zVgB(UgS*&mKL8iksbur%z*rp9zK>8kwC_Sk@)ATF~z22c+t4b
zOf1cIzeW8fTuDH@4C`-4VB{%0zPIn6uI|$Hq|9aAG20G;r4eQZDAtY9?AGx{Wy$i7
zALUzQIkp{0z6bO4c2H22S){ukiX6;JMi7EZ?DL(UO$V`ds9D8sgRYpgBlLY;Q5{swro`mtn03nmc@x9&yA
z-Fx>Q=>>C|nw#H-*2-!dDWC9f7NFa6#r?$($V}`)LfPdL&4R~BVE6mDWH+AE;aWS?
z%N4!vuc;vrtbO8-{YTdwkVe(w@87@N{QP!9hb=jR&lnpU*Td>m#RhL#;u7w^1x
zaORde@wPP~TID)l8C`RwM)myx7Z0hCac2U1oH0d0eBdy4>t-0WPJP2Xnk#lMf
zxtuK(W(YUTtS;g-u$9pz?P*oDPheM7D0N@3av7Lc&ztVc3I$jCnO}o~jouN_hHC!N
z>H>FnXP5q+>=(B5OgsZ~P%<(G$_K3Bk`E7tQeHn%QdBg)c=6B8S1_jWnO`ZF>9}Kf
zXV}jH0p{`C#
z<{@-@;t6U;`Kd+Rr?WmThcmx{-AI{(V1f-pB5z
z<>WTRw;en{A3(>%lvv*lXm;57&m}_HQB&LA*Vp&th$-bE!=m{5V;mf0aO=UXWC0Ug
zX2+;dw4OY9LWn)kg#8+xME)EaqJ))1@`{X%)c@4{`z$X#&!>C`TcC#x_bl%wC6*V&#{#CWgF4QJ=*1ad}7)7u1LRTj=SyUxv
z5r<81UNgdO86zVjO$HVgDoII6Yf(h%g5|pYAQ}{Ew+9A=2vVI{<=x`Sfy5LR-+>ucU(SqKCs~
zuHv=^srfh9?&VP3i#w&AZtPvr`to$Zj%yrN@LHkf(aMy#$>JVPQX*p^ytCeP|{$_ZrRJ)IT;7lVKcNICKU7VjAxwEC?^dUGhat+bP?#EH;p^>1=+U+37g)l@9pgnkh;Q
z?${|1bCBVksRF{nVP{jJ-R|Y#*#f~lGxVA=M9{LQN6naouCLZlc8zi})PqlzmE+~JYv0jh;!Q=6%`f2ApiO6*SdIxm+_Q?Qj?c2Usf27{nhX_
z>8PNfI=7lu+WeQ+2e*0~69=F3Iyz444nxi1T`+uRUg$b|h@Mwl<%f3mi_?gT;4^gu
zUGHTWC?X^72kgMR(5QRE?Mlv@n;09DOiWC0Yg*H^n1aQXA`0X;?4m*!j2C;9rx$DD+P0*h-xM2yOynOj}MdF@8y+2GL
z))~3E6e^B;ijOp0vnZ^b5fl*S5*HVD7;W1Lm)m7;JL}p)P$#l^{L%j%(OCY_M@TB9
zsG*)~g9@=jlv}nSg5vq1giYWg8Igl=`fX_4o}(1K^pNMx{M4XNO&I^ay?don-GH)z
z)b3VHuWEt#>(&Ji$mRdhib(O)|=p?lc)mnGisj+Z80@99iN>Ivq?xkgcS$I
zYku>?8X}31j3AaTnbb+R8G&|#yH8x>AS7Lq*MCY5&SQI
zq_v=4UHSXR6lTZUZ{K!JOiYkS*gRm;#!!O^zoTSfOq2i#VCsZEP1vT;2y4F2PckM~Dz
zK=oyo^dKM#VfcxOiPh)W=s^}B0cD(lDn{TWcJ_#~Vrvym=?=h`^XZ_w&qT;#nM4l-
zpHcrIH4HxveU|{P=`Pcj@7}*JNAFtsTj%++&7H`&I1JFDNBBTTxd_vj={5r+cn=FpInFzy*O@RE8OO9B6G>(+|o457W`%
z1_lQ&z&ZSyVM2iokTzvJ0qt?`o;{?}#XnnMqf?TA@8gBMn+u)nV&dWm0(bnz_#TLz
z6e!$8>TVMy<;}prz>4QWEzx}tM8D?S??6;kR8?+
z<1uT-lBF3vWD97~uTUNdgn~c|goe%@*ENLivJ2AS!L#haWhyna&i#`r_kfJ$4#@Dy
zoZ$#D8;i@#%WiFEi)8-$bJa*EK^&cCjYBKeF1&72+;*Q)VEsPXdn(*P
z_wJp#bSXyK84hkbc22B&enCOYaW<^9*qL9OqMOb_se<)D$IN^WY0%fyYuCwy?24)m
zeD&kkzcb#g#$tcOG-y5$kKc%-~ia~`o%6gv8M@p`X3jnyuE!lFj}3U
z-x&^Ep25I+=LbP7HY|Z=g;rKVPGIo79jGgdvTP{u)2P3T;&*F
zY6x!R{7m;*eM5`o(BVf1<(ywlO=2_c11N`6L2MD1>7m&AKBR=;pUc0xH@l)pd+Rmz
z8oIm9bQ{vNP{#A;%(oDhm66$iVy5s=i`3KG>peGj!}kw#GX!EtVDR-{zDNbJiX%1P
zhh^+iMIeb!sJleG6xI>+RN%H1olY2;9SPy?BnnTgsGE6)ww2qA-rp~0+yBTRu@ZV#{;
zDp?+pNx{DTRjGLH961S>@WI{ah2ZC*3GowsnWi=M32OTZvVfiSM97LBqHt4Ge$9WD
zDb+8;&%q`lXtlxumYOe8rMkJcDdW4)jduc@6EqB$O27z61PX(b?8xBu_4xq|{U9=%
zkVOdEfAxoK{&gZAhqip-@?~;(frQ8ji$JKWA29W>+uRjGwS-!V5+@5a8#iHR8~E8p
zD4hchu>m8y5LOfgtRO`4*d@48yMGr=QtReeZ$@RG8u_NSca6WgesLQ>wf
zYZq9B570C+jT67ZjMxtxNRXOk53GWXLf~v~@6}xC)RY6**hNH>;KYdE^zq5K_@0t<
z^5jXc5f@QW(Qlr0PmfZdV-2*Xv3;toMS3(y#-I8Ex&VyRG=aTDb^_{QPoQvD*>1a{
zb=buaPD$|!siRDCr@FeldY$obmg+JJF=1@CC)6
z&(ze^_&_Fv4etXT*97s`JYcbl7cU-0xHMTWml~*RBk3NzAFST51&%zAd3Dy~3-e3R
z*dO4`2#|bnqI5;l7hMmz0HPHVbOa575WT@_hy)E0r!FB95J)z?gpNq$RZ&y$EDj{q
zff?cyV8s$C+eeQdBmYdkyu1ubO$4p|oebXk1Yp;$0BbK<^0W8Qyj8&!4w;3)>pEWmzza-MI21
za>HshNZ>;J<(W3pXC&jEGHfuny}unzsupFM#XZLj!t4zle}Q{?md2-$mbK+Dd}0#
zQ1bo9k1sHm@{dT-_8^oFTl*r=9gLgY3P(UOU`;M?js04-SnOwwn+5wC6>x_&HR;=O
zY_>!V9VIv@k-$P^ogg2MGXjX5;q1tvM@fMB@7EgZ>G9fi^l}+od4Odf1llWu*n$Xc
z5)i>VE-p^r2x1?}3)%4x)p(e+=;cTWT!3(QO3Ig^
zHtw8yDfk7#MMG4{BTha94tZb00@E0DgziK6F{$4MyA8&O%Fg}}&a;>jFpX5Rfl8ka
za}}z_R?IB~>c7a&76Nzk1_964Fl+evNKl6pCNm%N@hc=m1_zKhNOr?C22zxWk^5BK
z#c%hOLnDQeeg3u*2q2b^#{ARuUNGAbo8!tANr9(EEaA@);sGyTdUmrHz}+I10psz9
z6@_%wS)~=fruE6}C&lYdlYfw;fT{j9({u}bWx8$K*jtIDUKN7PDOvohP(;-ooO3E<
z9*+9nZFer2iE5acm~61Ow?}}s2ao8QUS^`})Bqh~WMo^mY>Bcqb>PDgb>p(Lwu+qLKLftc9Z9zt6q
zsi&yJLb`qD&Uu&nkSKN$xpv
ztvdgyFfWgrV{sL`4g4x2LubHn!dpniSF!rZ4fczVw|)AQT$;=BoZSn
z)D2+fGVN%@bzd+w^+lk7NTTubZbfQ_QNrywVZOq~a+!VzUlvZ--u?S2Fd5^Wmc|eF
zKN@)%oFr6*%*qW#yP51w;%%0R2ntjy-R;_r?vEQ>A+SE=iG*ZWGWUH82p|=7q75q9
z>}LTv2nLW{Q(L={M5OBAzQ+qto0_>b3q@9Mvn55P8cs{{gXm{wF3kRZ_44I<)YRgi>6=5zyXB$AnD{rMu8D
zmeNK>?^#$_Xur8kMKoy?fSMOhF^WnQDXsgjlWr`|Wk`2Eyz^>*vyi7_%E^Zt8-#)H^Prq41
znS{6iJsYF51!2
zab>W9^SOk(u4Wn(7QqYbfovq?byHNFU|7f9m7Bj_{H*ektxh3$yR-p#dx|@3a!5NA
z&=`DUV@*>c*O45Cnl=Li;@m@0*b@&y+&|fDW@rG{pHTlLm*+NMHEX%t5G8@uMI*b5
z=;I@6Ax$*`LJ(~idB8%$(b&53`17xJ3_TL3K#tcBC=3sX&^LYO&731v)roiu=ps$;
z2u%xlpGTpg<*;I^g4nd$Y>~5L6mf_jafRwhD#Hf8`nyY9$NBW>jS@>!YFI2zUCwcz
zCzci$v4QVkztp_odxX4^s6(Ly9?X@WALxAlAkIn9?sk#xLMRR8&=8UJ0BM
zJ7n=)b_fOlrT_ERuqoQV&@XsWenV~dN|YH*+Mkc@pgWu+8a3oKHFPHpri|OnH?z!K
zu9nk4^PmtgtxrKS)$fcw8%Cr8AXJo9Rmt`04(ezTqa*~YCAcesrIe$WYoGa|a3hP(
zqZIP1uMa}|cE`$j-u3I(lSl}HMKpx^`1<-1ikoS7>l8DQihm;Rno}{2{haCS_J?*B
z;l^11CWKO8u+(@XgOcC{iK7Q&Q-CX{(+rCV9#XVCKa3*v7Q;lr;34oAU*f@LTFp-n
z6X^`Xb3`ckExIc5^gh5RLg&}QBY7okjV>GjnKm}d67AT^pUizEV&;w3ndgnkiH6d
zq;^FU*`dl!|SPK&=hKYyLb1rqu^k7n{o#6Zz<_v+bb
zzKD!uBOE{1?Z+Do5-(0Ooxt$mc9Wq9Yj_e;WG?Z
zl!0sEp=`w+K|9+(0&rYsWo5++u^IU0){7S`FpF-Y%k9FQ@@wetA;yeQ!_$G+F{@Ap
z)d4W%6r%BB;^Mle_u``
zx#)$Knr}r2MX1(rwu~WxYZto+k$Pa;N=r-M9NA-Yz_fptg}HeTP8;*iWl(=Ju&0P@
zBBG7hnrTjpAk*4e=5$yygzo{D^#by*Xz}le0twT%k%xK%kt6z^)CXUc@2hu;9i=bGxfGy;j)?vc-G{OQeX!+*fvG7cmg5B2>E6SKX+ekqWxSG-c(7ThvAT8sO+dkK
zcn`306?uAIgMu9hgFHwvCna`~T}R}L$b>=rfa6?+wDVn%27+|K$S#&6VW)|6O)y$w0`W)vPfAzgG9t#}4KGcrmOhy{lv3OU+vvxtWQ0_2zM?5qj@-Egp5&lI--&qF6I$I*Qz
zySa77nYcmo_Gtycr-TVc#Z(Hzh449<9H>@raKbSnR0jp+0#ei31r7-#4Eo5J63PRJ
zfkGWs$lbue({Mp9nwXeU>_H+Jo#@#&AnzDXb)
zMBI!BjiB?Qc#FBs(Gn?6)RCW>3QACDv5J6|gE`YJ8&VBKk)%6da9$k^9F{M^)U$0H
zEv*&TVg&g9Iz%rJ8}!Dmtmb@7`au2jGr;h)E=rT{AE4Uk`1no0A`~Pdk&L-tKOY|-
zebGCo)}sT&nq3Zk^r#0Y@WaQCQVtG+V3>yym%IJ`ZjdhoM+g+rX=yaL-(Y}oW4rge
zyl-|K`{#89Le#{QLEfeUshwzj-Rme>W+j^Q3NEHLFaTp6?je-67*y;Ulvwb2R&u#*
zlZ`FqO{Sh(_sL&uQ;zx=bW?RQ#P`_clNT&?EX{OHxHw~$8MA|R15Ae|J{fOlK9~NM
zuKdmOA9=51d_u$S<;AlcElhAez0HI2T5!#88h`h;3fUbOJoiTgW$SK@{Jk*wx9FR_
zj+No?!e47DOuL~oe}RXPjTzO4Vw6Deyy#z|pT95X?tlX{4})0dRA8xfZTq$Hbf*w~~@JDc_AEM{p9kBxO%
ziXA>&Ki~IZyRuj`p51VEt6?Mhd*|40P7r#RzrVt!zsRv=?>0^`D9ow-5w!XZ9q~Da
z_b_kP0vDa7iLPLS+@?bKBA(%LbGrAJHjOIg$YGtMDP6h^}
zH#1tL^P!(3B|U3JRuAR%nZ0a?92$%W;+;vNuK>OG%TrQOWs3@fO(NQA2~|<36`5+Z
zmyj61))S(lN$KhJuTx7(3?WF5j(vIg>&XSZu)Gz0d;2%{S;Z3}!5G;q{fEN?saRTD
ztGl=qI3}m2p2M@jVrM#jC5mGZ{aD0pE*YkX2k4m8ltd$}EV%;#2i9&tU#%
z+oHd;y)g^oQhFBCZd<5CFbJ$vf?E<3p&Q7zrngWt37%1w_!|RAfcQxwItBz6C6MSw
zpyBTKk<4pnzD_guBjyM(?un23`SZ~TQ|SQ;sHv+z%C5Y0!q
z9h&?(Xfl*EG+OXaZ{ECVZHZZ*N0E_fShSoR9PxOS!n31h_q%TVpb9TQHgp)~ek%@|
zgbVqI$PE?)hNREq`jtkJ@y&wr4J9NYCr1-G1Wi@d5Jc`Qm$=@2o=3dJwpxUA<>+{+
zJWkeYg4Wn^`<|JwIl5DH}LTQ&!dwQ`M>Y%5aMyqcz*sBI_aKu{dWX
z%=eAiwdfmSIedc(XUIvijeknd6PL~$MA|~VeaDWbzF#vWkH1h+UwL+pr~RRxd>oe>
zC*u;In5=3lA4@M*d=ixMSRIbgImD+${OWxfuZ{lSSN5zIZvkpmnY?_7TGA%5EAyWXaC#2-k;=49Hde;^$eT+h4qCq|}q^lN|G8c5o*
z_9s7CuZ?SelG#@VN`sGAG@bFhpcusQowko|-}5
zi9_`4AUF3J)U_b7Keyq%@7T4=!U-Xihc92fa)g`C$;DNTx3fTyVLE#G9)j5p79Ya^TZ!QNC@&}aIzjJdAwG_n5mC*Z+l4%=^ps2KhEg;Hv5LMtz
z$mP$^6Hv}^YL?hI*ZYx}vjpF)uB~l`^2;HQWD+Gcbqh?YDKu6+t1w<2c3|UCO!i^u
zEF=ao6)VK!+A>W1iLowuCJDDZT)Op)bFVMM)WEACOGIfKFH1-cvSo5zZ;DIcM`@4hsxsg`_esS=o(YVdw@1
zVdw}Wiw&R<9P+?;>M}AuWBL88;Uds)ef|7$oXs@R+MyykBESaGT#Ar65E%XW)8Uuo
zHl))Cff*Ft_;T3|lrkg+>T01qvX~lp
zqXyQtroFhB*bZi9UU|yRn}ab1hNWmTgnOu=tJ^ll%BOpOLyrFUv7bL<@XDcF-8ZHy
z&?2hezWwoRc&)%Y(67^E2!QZyV)Ck?u`$I2GpL!`ymxQku7`EaDUTPpe8I0a*Vh{#
zodsBJ%QOveOfD+Y2dr*+bU^Lr_wVfTkmwrF__ATZYG`QaSiM0@H!w&+G(G&UjdTAC
zCx;roTyA#uipwjAc|cRvsUmWVJ9q5(n!I`Sa_d9$HY5f3`up=7JElnl>M_9!;VBVC
zWPpgFYxA}gXc@U{VDtj{tN3Z#L>T12M&=N@Fx2}1@39I6fbHwM3?Nc*ITA4*Fn)I?
zahEJuuSuBqFo%onG7#-A2(Q+vvpSR~8wfz@nV@`b=k;(v$25dG-6!5N=w@8>#fxW*
zQ{1uP9|Z?TgK8E3spcWJF6K~Cmg8W23rP?l
zKD4&Za(ODO-dvK+KA>Tg9E>e1C@E#@nPg~NcYUx#f+humBu3}-?IU46z^h2=dkjY#0tjo{^Zx=G>S6ovz968$;cv*RcH&FCY=4am
zpx2GoNIXdy;eW#^AIZFMsw=f?zF%+U+q{?rhvCHAA1uwQMa|&^klo?Dx!#rCDuIe@
z2`fj(SGf5^YRe4>_;zx(chlb06DR%e!M$W#RV}SJKyJ{n4~UV1@!(x0zw0|7tz!~O
z8Dex8JYiPMY=XCE=@ept#6dVVr;B^hvRY1GcM5kWuQ=?Nld-q_eU?~2ZA+pvFaZ`4by
zPqrndW~{(=bh9l((Ih$KkD7f}$4j4ZI@zwXwuNv}?X!_5gLhzw5J5-`g5?`2D6Ejl
zc0p`BC7VbLV^|#HeHK*V#LKQA&{$%Y`PtzMH#sce>=Vrg0MYgZrg7?qK8yZt0!(P%
znvOI6`Qu09Uz)YE=@GelD}6U!^i_?w?|^f@x&O5GviNL=J>H#`b}mBf+n7FLJXSY2
zTCFw2j;#cxM$+Zdv2eY>!h!-)PVAxjz%tnoX)PU
z?f2eSRq;qjbd9ZX-!@Ftr@(Ls&%makaP%2Nr>BDJr;c|zSr+Bww9FU1vDfoxODdlK
zoJ0>$@(hs{Y@6wF3bwB)3;D>0731v#^8ll5RO!UHbl(KDLVRr1_4s9hAFW^|QV(tF
zB<>L0s$Az=X}`W2AuSZwpTo>zy{oh!Cq*0}LCB^}&>dpTe2))}L#u(4V^3QC_kX06
z?p~L*`@H)-i+1N8US356SS%dPn&3-t$ioZ1-jBRaVqRWebM6ZK8)djDK$(v@e31sj
zs)I*!%yD{p`XC>lO|~2w6GYco49hMpl&%zx!Ca(X5wESSCAxX%79`YH&z}pMhzPMm
z*NKgb)2o77c_~AC2OV8B;#&#@fB3v0F=_&&)^@-tu|&qCB?BU*4c_gd_F6HRz~mom
zYR)2()e0vBSj04?wz^u?(J>q1tBuPuWM=RNM?&g?4cs=m1ko_161s324gxGNC?dHA
zN4$ospsOJik_rsNha3n(&P*^e@t%e#9J~ha3m7(ZpVlzFe0d1bIB=Oq4xD8KXaYoX
z#4Gv!&d=k*m2iOso~V^To~i(qMG)`7t9>D=1tYp1U}CynhQ--X^Oy8#UoD@k4>VRXJN>N4>23qOlpAE5RXFfdN)jJ
zNyEQOR+e1}vV`HEW`M;6DD&a{h_V2qf3fqJ+%3K|)krWOACWaUHK60-<~1$3GATK~
z^xHFSWwCBW9cUj(A;$NWm6oW1n3zm^79Nh#g=jX9IVp6s`5$a6@sf+ZG%h0R%r;y%P5PL%^3alpooYrLKdxPU4ZHhwo3%(hW0v$cbBS~o5!OH6yo)l
z#K$Wlp^8EqVUN<(+;}LIf)))N1VA>zLT9+Xw#-O(?Dmc{(UrkGnB=n#YxUjI+%2M}A3eY?vqDs&(kp6qRL3HgJ2Xu~0-v}jM(Z|jG
zVSWKAAO}zl%ZcyrLt+>VZ%830BFcj6XUG{nfa^h30)
zN0((@gHfcDK{8&Bp?KlQ0Un;S&^KFMe;3E0I$$nOFOm&!62UIDH}?PMs9WSVrDbB;
z6e#^0lj><%**5*5<<`>W=Dz#?tXl`Z^~p(?7?y(QOo$4YF-Y1UaYGvWCxnnap;8)^
z{;joR?%-TK=E*uKuVz1dzXkGNDV2aFNvI7XQTtZ^)hi;Ys@vNU@euz{YfI;3)f8sI
za@uVh@!}8%AOz~V6IZ|A@>p5u20=~VBDw|$yx!4Crx=wQqGC1@fiQINKsHH3q}}V&
zJeRDdN87bfs}kem>tXdqfux}h48N(9P(wHZc}eC@iPi5f<2MYVNr!|qg(3Ul(&gb&
zl;=kwAur+5AG5N9Uaj=}_<3kcF38#c`q}iu$awAh2d;@rl!e5=?IBdBXBb$APk|y8
zgUOCzn4=*asF*{M%Y%`E5K>U*MDq0hxnf_^@IiPCfOzUqSzqa`wF
zpI0rDk1>m0S48}#2vOQ*$YJh(KJE{R!E+`60>BIP*gp%h|H^fT4YI^rRatLcB*FZ#|BL>IH&QoSNl@MTm=RB$S;ubDk0iappI
z=%g4n7?Hpvbl5lRl2jqQEeEfGib3=-zp#)8(MXI$vOLq%(Mf=lm*Baw{AX&a$%jV5
ze3m+uczq*Y)q__3XLhy~;djt<8#Q~pg%pC>L0BW;p63xNM#3W*^z~Tlf1(%;|E91#
zHB)Xa{%k3pwbny@R&Ok4i2hXKpqv?t*{8=t7
z_4QFJb3rRAr%t_dO!@oiXdV1wWnf5ktTbNw09NOpbinr9M~*a%6`^io-wi{EP*7BS
z1YnG%D2Sp61z`}+Ah!jX3`@veOvkLBAUysG?`1uYL|ub$x7#Z~61`z!9K28L17%D5+!=)A9F7a21^cpUUm}6d-EBkLJcpaqN>9gYH4VM!Zq(o
zkU%VDw8VmVH9Sd{s3}Oym?Ho)ALjX&K^zY~BnIrj9N^vsuXQ3Y!%}&dSPT)6rRls+w;%t6HX4iS3yj9$~PcHFx_UA_7T#S$SmQZW8Eg8C$y7kL&qgnwuZKL
zJoG??5LS=53jlKiphxQH>Hd-wB&~|1UkNoD=e4dHOy2Ljrdai9uUyzy==rW
zJUICPC?(U?tj31xP22M0qE^NWeswtk|ISXLCj`TMe2e`^8aYihX_J;$%r
zT=y>3dR-&odJZK*#mlZT0d}8WeyS=fEqU6@#;Ew|FY(}CZEA0xhoB*ZPVeQ+@_$z@
zeJaF6E^6XNQjMBxeN@`_bYh1!2(#kb_YcATWg-F4p>z6(^)Gon-s-cKmR3c0TYj)a
z^3qQY>&
zf(x+1wg4I~bkv7iaqykDl;Zwv$9c=G>fgWM%Abz&^`aSOCMF*O?4K@aaV2~%Idh?z
ziw=5?J7AZB%OG32upggpf-j&*vK{l%v35T%g;IxR^pEP+1#aOKalnKHlmQywUo|;-
z(>BZ{>}7wUOz$aM|ND2n-~Ffed_6W^K7LYDuUCf6+1RcLpQ)pK60akRe92GNb=$S8pPH+2z>T*gQj|K_m@eut*fPVc#~;
zLItpLsh^kSQM!#@|9;M}watIO=@)mCGun1L;O(7m5O;hM4)Opj#0N269H`{wR|R2P
z-*(6UECYN-%nI^)AYVl8ulQz0fI)v){v5ec7@gb&e^uV=JHJf0`Iv@I1jX^MZ!z&l
zeCL%`$5B-a5Dcuty(^P>rf3ETdV<8d?0aBZOS5*+s8REnil1+89&m23)ZD34cZiMx
zS26idbBYX_12|g!4UJa@XfqfUyXf(#fs+s
zjSQ>PbgxZ5-`(_IlEIn&f3Ae)wD#spRxk*J|I&6{FNF{hBEV+zV2Vt$5p#syvt`10
z5StPBk3d_H)L}qdd`cgiTB!Q1_G&p}p;x6{(VZn&+&n|x2BjOs6QIz%zDXZn#hKht
zg7I7gcYwVh#G~(->A4b85bqX0Q`r}nmQfWiZsor7OSXL0q}?R*wog$s{ihUh%sscs
zzmJ0EN?v&hB%DYw-#!;bK;*@ktWz)2R?+((B#ygp{_%Vi-5>zY`Wt^5Ew8Nl@rkZW
zR}ZGgK^gu1!j{&3e*Zp+8g6L;At^`iU~>O&>dk+zPbN6{pSnY?BEN@
zgPZ6ril*Q{UkJl>q`rO=!i~XnDKX5V3SV8ls70ra9TlGT{NgRN5ExO98!g%vKIi5I
z&rS|{SiEa9K9AY%Qcdige?!`Ykpz`U1O}klO#cSU7%xfd_cu`a4xPOueDBS@!08Ps
zBYTeOeXXHafF!Nn+a#x`d3M`p0rgtB+0&M;TRL?1;#s?YWAR3FepD6W--$Pyz3Li_
zvY@k5XUEnKzPDmFd%pYrcwxWMZ!XlV4XN@Obm#Jo*D(pd-yltWrz3P7e}7ZTi-IL)
zziumBcROICaDANkf>#e6_WXg1k~U#U@!M+3mo}PGJurF_O_6pvo|77L$xeQp-%N!u
ze-%c`fNjzG;6U)-np#`ykiV*h-117P98uDc2aQE}!;|=m*Up5Sf65QZ&o&#)^|~|X
ziU_pli@%D#e9iwGh}~e1Ne9eI+0)6iBpuh^`u)}<>bl;IUG8>aj*YQ_Ii5BK%JaHz
z{Hq}8($v_kmNuF#$JopM&tFOw{u`Ql#FfG+v5)ipOWu$D{qxqUc(s?7@pT=sC~v8i
zzR%uST|@3%H9OhP?z)C|yFCj*Xw#y9M>frvehEHgp||h5NJ4*8;_8Qf?0AxUDtGCd
z#y79R|NJxse%kLp{r^zfkZk~U_CHh>Toi!BmOCO?T^DEPM@2
z`(i+VCX&nzr3iQi!bjkoGly&cSI-Uzf~ER&xc6Jp*Q270z~q@=q9~NQzo;?=mo6Nc
ziHR?)Uc7y4S@+|I?fu;y1ZQcf>X%>92$SJM&!MK4>hi^_0e|YlwXTp(iMX1F6Lzhc
zfS)ma`az{Mtb_aX5#S>W56KD)WYV%>Z;qTi8A_bj^P#e(nR*$8=Lha_OwKTq$f;1h-^A*udM7_C+^%^<(lnA0TEc6V_{=22c_aTQeY%=a^?Vt0!UPfxcI1Dw8
z(3nNWv9jl=lWCjiuSYQqC47OI2#xypt$*;SX#G1nIAkEe5CSI#Ay1AwFX&UD$QUpn
zNjX6fj!Hm-jqlf>%YVk-3&?4ECv0aUCC&xrK6;#S3#s?9DYtc^mp7~CHBv0p|Lbl3
zBq{|V-V^4*8dyla>Ohed-_OnoO{9lLzVCqAI
zFy=aodX0m#isZft=aiOH!!f>@nKJKK=-Kc$H{bQVRdU?R&s)!@`^>gB3$A@~EjRm*
zWkU65d2xzf_3p?M8xIx*X)QVsvtL--y@<7VxZir?CjpfIkq~4uQDcA32|G+9KK72a8$N%Tw6xASUn39wSX}R%}{_r>@28vEzg`bD;FPbyF@nT`zi<0d0ltA^Y_YWI>{f`_L}=2fJ43{tLU7e|lLt&ON-phK3oFN0IDt2-?u(GHlRw
zm!BQPt99>@owKh4#8P*RvOUzaH?DPD-$eblWHPDgqW>V7EY|&5wlMw~+VM4IC&c$l
zBzEGL|B*@V##Cz6s5=-B>j_@)MJyEmpkc%8YwWf`Liu`ndQxQe*W>ok316^mS)joZ
zSJyat9R)9nH*plp;lZg@8Vwfxk)9;<`p>xhWxr(ZQu@9Jmg2m9#Se!{6T7^~2Wkt<
z%)+VsY#$#U$nigw&_lfsJfrsik8&oas1DXdR+fm#4^9B?{^r!5FOXt(F7phL?Y4jFKiwROIJi+0~i#UGmNEPpFDQqoa(lVaBXkxO*JM
ztYAHqs4ZehBvp|)$7d@0%~U?=0*RD=$MqJo%;%UGg;Un$O|pVP5GMw9#>U6V*z{b_
z5iV+QnxZ_+VA4C|l0Q0#g)k#mor)+lE)k3W=I#?t{IBHhZ(1$U(n=g-tAz0J4-Q$|
z^wWRK2>)EP|4(Wr|Cgu|!^-f(6~ehP`sPQF!3d@C#zsNg4;wa%8D3=3$1cn|eTlwC
zpoQD`-_I+-K$D*68JBnRf{G(pWKjxbv6D-^>QO&Rl#REl8E+5`1WLuY?{D@YYne}D
z78Dx9xJ=H4zkmd^T$msRDU(#7TPPC3atyd;hK7e2-0Gu8OUv%l()shxGpApMKs}pV
z9L=N__h=Qq25N2%Kih8Y{^ujiP0Gt?`}3J=LtUw8z%eaxo~x$!434IA$Bt(iKie?n
zGV{2UUkjn=1RbC>khcg0B)S$aF?6)8U^4tI!UQhjWBTeoqn*E)i+&)colohAT#o*$
zjuneOYCabgeQNlxNx8=d+(!I)bv^I*FkUi*h6&^Vlg?+HQdf^Hk1aiu3A}NFcHB@}
zUsq>xZ}4x<8kiHs6xR~S8=v)z?m_n3^5_I52F&Qsu08!
zUjHt5%}qCR4NwPTZv9!{%H(zF7eSXDC%;9G!JCsV>9-V!vz4!wR4v)`B~Yy
zxrk<>UZ{U`_`@453d@UZgmWo*{o3KhUy{Ma!^N-oPrLL!LcBp+Cp0iH(drX3z0oUD
zx|AD}rWq-^ENmj6Yke?%J1>-GpnY<~1)n8at;`!Ad$9a!P8{-ml42GdPiKzrhZ*idJ;19d=Ur6Q
z)S!zz0aGb1`AJtI)A}OUT5GQQiHRG-8Bz*leM5PmXRl|B_S)H?V_g67`AD`b>G^!c
zPtBJ32cL6@VoYk?{!2nAMPtp~E=8AtSpflVyhrZ0>YZo5S
zjvl%8KwoUl@c7W{d$^hoYueIMR?aIt;v5#r!*s9}8Y@5>r`njPp3`?jGp*R9jzq#|iEHl9%z5s|xy0
zYZY+V-9NXw(8Jzp^Q}Rij&)x9s!#kNnT>Ne0r!{Ow==+;_IG
zP%t_kZ5-{mJLtvgN-=2(u?FLicF6)(5aI0`J>i$c8+H?I*m*gz%N4yBo%Dbv-rS
zK^h%{JI)$UVmFDaY=So}#0ez7h-OSiTn4
z>?CP8BX-?NVN~K&mL(;@DOdP4ey1fm5+hoPChbzgYgPur8HiWvF>9sTgb0`$ER45o
z-P!k_6H2si(>2+`(YZ}j!SYG32SX8<$mqjDBzM80j@8u
zO%kz8iq5fcE>j+LUZdf=1{c!FOW5@8h5QEZK(IV&YW
zk=fEC(Vd5M;@qfl=Dcpx6eM(o9$v-;6{Wq
zn>btOCYNzKaQTn{0If@n`PXM$-S;y;6@t**+S+f03$yZ3@uf-=Ce(%G%x_E^X!p)_
zlKxf<`K*23v6M=i?3i)EpvTOUW7`7iQb&H?-1Vc*^WGQYj~ZWEF!1o!nDt)ef8Xf#
zu_mmQ!x?OOP1BMoh9dq}EAEd~R&1Qzd>l8vKcf;`mlhn$Epil^-<_@=YuTu`|J&n@i(~
zLeF{ACTWRSGc0U6%tsu*yqVQsm(d9<+JI%wkfnDN+IAo9jvJmN0jmxU>_eQ8#eSmm
zY=Z2AASDCeGdmORo^S!>-dLwhU(O9zF}m3P(t@x{L%k0iNOPPdOx3vrhB5Xp+~y7W
zCkVHnt@CnQO-G~f#q!*}dyHf3MBtXlcHa1g`oY3@2*HW<2evuyV4O#oIpLoweXv6U
z5KfzC!y-y~_FFHbdQ#lOgE{%J6h#1T$@9gP7CWJHBbFvn1_|#591xc3m*R{-{bGT{
zLwGQ7ov*?Qe=LY;C;S=YbTXcG892A8uqXCYU2$;uQVsF15aWnNHEa*8->(0!&rqBD
zn1DM9?{O-Qx1meU#8vX_+mtl)bnM}>E`up*^ncyV#8s_+_G
z{$Q`)xwd?O%&?85%_ZEenzfSCWae&!P1eOBb@F(h;GQ@FnX*`~17
zC&I);TsIhOgpU?v6tO(&TjTIzO|O`BWPDDT;SspgMy4?=Hq**7KSFJA^*gU7KeiMB>MjxbnUm+9TPhK>lL}2X!_sZDxTecKc>Hr%>U$(FxyT~NjP7k
zK@%pNm_0HV)nHWqGTyB>g_c+khP`qn;^n@yy9=Ud7HKlNwG0zFOyItjWw%BMW%BIM
zeIn}X;$pFMf?ZRuh!^P_PGa>bJYuiv?yg*}jMX
zQ`BaR>hjV^0Qzy#S-aRMo68@E}fH*$hp|4nx
zNj(@SYQpOiVRM9sEFAf9HK#!sy@`cy7^P$>Enzd0P4=ao>>F5)`sKH|+ugf!hmBdhZU5mt{Pi~F&nfge
z6!}Q8V25Q85RO0Q~W=Lp*FAQCDYs1hsGELB#EsKnx{a1|h
z39egX^4!SehJo76>`V}uRMHLiTRrbzCq{=8(;7xahDmGRgpLxUOGYg<9|pO_hAjdR
z4M`b1|I!Yo65h}pkhnu@3Xn*$Q2v1Zm0|ee3BDVxn1v8aRQu03{AkQ%-JlLgJRe0G
zjH$q};hJmwzv`U()yh(ryADxSmihGQlgZK06b7vuYi?pRp`0=bZfR7W*s0vA%aHH)
z?Z}H_6K>=9&;JV7>H8YyuY6^2?C{~HY?&XDQeBb~{7ZcRXLWXTc>S7L)}uZbTUS?~
zvwL^6mOLa$I8Z$<^4E{d88`ghTYCf5t{==qrDWzb2JO8I5Yy1l$9>Ch
z@7XVWAbIaLXPnh(s@S{k(KL;!L*857_WSFP>H5F$8dXWMU0u1!SKfH|@msexU-!-r
z@%{xb_Osk6ds=-~iFa_??RG>RZpV*31sFx{z+BI(Aa&?xuDGzVqF%wc@knvyKZR_%
z*wqSSg12VXrE7i7+P5^1Gsg$$dEDl4!0SVk-L~4*{ag6Bj4PwqQpa#+PW08Q!U$dx
zz#1J2m+|buhDN@0UY|v$!bz5mO};M}m8S6Os@2=jEO`Y#pu6KhEJ
zQ%0u6P}m5XdR^c@Cpp~&sI}Co%l+0$!yVib`N?~+6~;S@z1UR)2Y!9Ok}y2g-r36U)E9d34?uom8;YID)TvFOLsvu^{GD2~cX!q6lf3Zs
zo^e9`By6Zrt2U?q{+%G_KqDHJZW9Q)=8~v2MZFLy2s1Wz$2OBtf?YI=Qxn!$6chI_
zMq>(3tgCZC+AKGC!OQ|-<_5&wJNNvIKtTKrwoxQ{(C^WS*rj(pl)MqjE+wGHGO&N@sY7?d2$9i=4K$X48{bGKHj=pO){hU7#jMD=`rc$PU
zxU9^6-JmY_IdwZ{1$&qckErX!7v2wrZIC+ta_!IIUb&8aSM=H8++B6Wl--kdDe>iF
zpC%_$%8NAtqBy6S(?@KUB!w!D8Pj?1*+~w+a<`dwne96(ICB|KeC^t`nj94eD1M1^
zzsIlj7|;@CsS8iH2Ve@ta1~^lg#{QKa2aYu^Mr)@SbWTuiBIu
zLMoEY*(RHmXLq{XId5L`n{&5D%)*V34AVyDUJsWJ^|udZJuZu%yYzr=KmNw;-EyPg
z%(%*5b{iZorF##LcPN(G+EBOBD0D$vQAZpZH2>*2y-r-m@&j#_tEZJK@I)%{s0e~K
z5k^keU%F|{s?iP3OoWQ*U;3`@;H!ek11$Eetgc`Bx>co&3yVi^Z1!Z}pbhterNhIK
z4D_RB=)u*^**>A`aI^dLw=!s-i2_L6A0}bHAoN|1gaXu1I#|P}v>2_gV1SqudsSTQ
zK}Wk==)wq@FDmZm8#c3iLl}HRq}*rdfl0k4uWIDmFmf-AFj(wPmsl2TTd{FkCTxpX
zT+FWnTwVC3W^HzBdaAv7(34Y}J8cgeKJQ)aOIUHex;Sn0kc2w^tGZdS>)x}gR@5kG
z=N4ME4E4Sm+BHa2X^R&Zrlh`%uZkMA$_QQiJ<|3eAD=4ebw_G1)=U^Uuq7($ME=r&
z`ttpHwXmNInN<=oigEv$f~hVDeQMlmOj0TP}cgWA20o#QP~chc
z@hiKf4`J6HW6f(F9JID<`Prkc#j;s;Q)g9}|FwpQ@-puIPyF78L62LjDE;PxRh$uGx
zK}S9y*ExVi#V>Qc
zF}YnbxH_r%$h@{Wayp5~LktP)!oD2`au*Ymv};*@gEVzdKl(IrpHXJwS`uGg05tI`5qN|2Ub{NMJQI|
zV4&a;7xybA^;@Tqu6Z_3`^V%N!L#BX(fsSCxSW?s_&qX}t4V@khw)F-nz%+?+}W{)
z*~8Q9hp8md1>aLqe*jqpFDh|osR-LBM=)KI6|uB8VvDCA*1u=xAO0u@knx^HT!vHW
z<_FWhrVre^T{ztVVV*}>ce)%FCLA2O6R#N49O*J3#B{Pi<3#>`;8oQ0_Yk$PuHc(#
zZf}pofaskzKfZjw+O3U@SO`NI1ot#fz7%_1HJEDp#)iBj9<;cRex{qpVnb=tjSgqceA%)?6&td)J)vl-M2aO0cG10v<(zO&
z*V=lO^e-De;0|I!o~`od$hqDIr}MaK+laYLKDE!u$>DQg7crPkaSu-W0X+2gEIeo6
z$!tc$sCJ{*-Eu#$d$%StK5#B7tO!_D4qSW1Ltux|WBuecX2B{mu20rD7<&p{W-m>^
ze#3^z!baUE@Z%2Yi3MJLbg%F6Gs{-HC#4LkR-E^%fKMk-r4{2kQj_WvcZ10-sEow*
zhZQ}96Fu^SS3rYCKgohwHJzP}R`TI{2}}G{qt8x1)c1z#kFk(=bIwigU~Fo7=dHqI
zzxrXpsoqzb$R|~Qzq-rQQ&f&$YHD;s=AMsQ&+X{O9wZuZ9t=N5+2+bp(cp^fe16nn
z)ul!&!hiTRIant4f8e_~=a%77cJ`71elOm+;n1%vC#-c)MhiZTbL=W0R7KlltL8mC
z`36T5v2hbBDzI5hcKuaM1^?Q1Bz`pjMxZc!(SpES-_cG=By@;(2wM^Zr;oM5y`932
zDN)@s?aWJzWXs}tEJ*;>5zFtlFp4ni$*2`8Ad(#`!&O=di&Bt@IS+`yEod&-zk1WA
zR~&8nkpXmBNY_tMQGygfBJ9Ak!k6?A$dAkd?-<@JX-(k`DXOV3br(O?=I?vQ4-D+J
zh6@Tk))EDsQOMi}mcJ-um!a``pB0js@}z#S?}YEiO*Yt-LDHI!=r-r#oIVnHyGwq4
z@*?E{$`aYwL;&>2SalzS=s==sX6WDEhuBU56kJsV6u>maBStt
zVPnP|QJO$sfyx1_=&OXQga16QrTafVPFyv*iWnUg9bH0aCwOQ)i_2J57OiU7*q?_u
z`&nAr0iIVsy#=8Q4vewMdir?qy8PQ^e9L-A$2Z*5<32viBeziMuV1@1fY?&;@uP9*
zf}w~<{FRb7*M4%~jPtLAPpqDgj7Oi8Z*66o1O)}@X>5)o{N>q?sxH!Vq%!!4;_x|`
z+pGJSz1SF;o*)~~HIyR&&;Oy3wdKamn~~J@GiT1+a$!r{FtQH0_c$Mx?UMcb_F1s*
zf`yrBKp#~lr5(KUWz6#&wIY~gmDjA!INOXYolKNoM~St6_ikr-&#K3a0;&!jTG2bq
zc69e^VL$xheR*2d3~Q7S2eH$isWyK6)6~@c2yMoaJ~s}1!4m-xC3Bux#5Q8=*rT{?
zHL5IiF#r$oavbdjaQ|H}jb+7zZ;3
zzJ+Etc=Gy~R#Q%y;J9WFxS@)=RZp4MG
z$59o-?cCeVZ@_0#aB*UEZ&KiVk9Tq^u;yK6f&Th&u-i32377U_D=;e
zGQRc*k6#BUs4a}hUCjKj%HIA74IxJ`v1vX50B4g!7$fC;J96+~0xF%WR5JPB&W!U&
z{Br->X{9wUZazS#3&-v^$?@&(>y!HT-^s26e5o(z47=#WT9Nn*LVR_s+Hq0)-n|>W
zf9wsG*DvJrAiowf?{@#W8G*cXBW_@+92!YALCKs1V&WP#Os*cgc`qQTikJwmB#)nBs*LXaupI_<2?Fl{KlLdI4bzU=L
z{8&66q#o?7KhGFpm-|e7_8n|=F@cvnqTm-pMv;iRU>5o(yD3N%lL^7(pZPx;iS=^~
z<-!-mc;Omj37Rv$v&H3vpWjso#@ibzx+m}dd>abvBiqS)YizkVv|n=fF*cO1WiA^e
zMJxf_inmMp(1dT!bw%-R{=HqlcF;dE=mEL&%G5m_FE5Pfm2!CC6dgm%|2Ge<;5}Kd
zS>s=_{e!`UGw}>)2e48e7_6^qt2kC&{j`k7>pe~MgEAh`15#yTcVceV^|v5^;Ik@F
za2ooDRfHk5BkvR9akP_KPdAp}`Md?z!L-ohs{PsS`%+vadfsv>KU(f$&mFhxdTr6S
zSBXt3;$%F14Vg1EK*!(C2aBqi=;S`3|amJ#iu6?4#Fzkm1cXhpNn)o0&@5O`>H
zOvbbKOo?$;z~Wi1J~t0w4#agjNE4|PiiMdwLBr?D?L;9qY@gh~yOj9r
z!0M}?oomS_OR$YnEJPu#tz&qDD`)o$d8}bXuC41_v+{NRyVUHH3%6ceF%J5&Y`xm2
z{OEm3E}XK(KSIF;BT)G9DwUHj+Z{30VAL(})~$)`!SuDex$w0~%4@Q!QZk&t)1o5(
zh2e`|gAOLR*00}+K-bjNsX)o^)Tvak!8Pu#QZlZ6&k%myvaTD{#5nfFs<}m-M+uS=#Z2uGu37)<%pUf1JuuWEV`}zO$!kl|=xA#R1-3v3T@V
zc^3`)kyIz7dzEBud2(``H~M1JD>ap>bCWve9eGh~v4_zzBwC&@j7q(0IaY(iUsAw7OECwkDOJBx^g9el9Z(iQ~0pYP@ZHxV^_~L?swGHtAS@#hAa$M
z$VIE!cFwhe7_}>AklM*Bd$%ar=_r;Iv4kNOt9H{xi$=vm9<~o&`>ML3vGEjuD
z=sDNd6+djtMBi!kO<$iLMbCYbJV>n*d^ES~2fb0Ys`Dn^2R}pt+D4BX7tGQvfU5zT
z4Dmfwmi_z;+W|Gd$2a~;x9kD`9fZTQ_!8CPS+fZ$@5{^eJrWQ0A5JC7&h^2kPo0{s
zvDt+MEIx=l#Z7ooSlCTY?p(9QrD-Rp;cu;`hM9i)WgR!;G)6x#X${M?b!Pm~whn@C!dP_$Mw1049kP&qCG1OnkW+
zdY&0@am6IsiFonbY`pAW({}*Lg5XLR?pL!(eaYg**rmJrw!Tb-V`wOM^9Bh1?oQK_
zJ$m<^jcrstGZ)q=M+T!Kn6}}=vz;hUUg0|0twV=Ih%Yyn`;GfedqHO`CsvOQc(Qn@
z|GUDyUS3w@whuf(x()cF{8$`mxkpb@iz}%3?2(M{+23Py0&d5VelH&>u}{%&cYYO(0g=~q_R96~8@cWqbC>7OstEIU=GDfVCrH9guDy$G>hHgPHHo&6
z{YWu(1s8^vqiNw&CKaLTtRsh>Se;Z*a1zp4G*6svVCOe_)Tm;bD>|w{w~_rk88rXW
z7Z^CDQDq*tZrwWiZiUQpCPV~&sd)I}+PB`bPnb={T^N5Nn7l@8%D>b2y|^7umA8E;^@d46<_AV~zPcI7
z%(m%@|6weHxmW@Da{bKV`;(`Yyucnlzn~y9JNpPYrdXtC2tt9Gxd!4B{Z@^s)s@wG
zk)|)$!fr{Zi4L$dYw=KH)=+;SdFH))9y}4nx{u?WpwXu7@1}(dXj#oBwFwih^8WMN
z4pS|*ilAqB`t<1uIEVPUQmdS%m5`qnNOm3xk&2jTC?h7xEjuZH!C73j)8MZ3xErm(
zca~TS@X!nZkYbfFC+91+7@uxi)jl$v1zR7Br@~m9tlcDvbEi-Dgot%zyT@GH+sLQV
zVaAS&NGmc=P{zf!U9x2w;VDjySSB4j)9)^r*f#SZ-OE)zvpVIb2
z=Phj!JsrcSY4froH^UVI>SyEf>LcIv9mMSg#6p&FL>h<=J7=be26Takp>Jywk+zC-W^V5K1Pd`6|U@1dbDoja1i~Sz`7kB)2>k
zCktQ4$AdAmn@Oa#>!P=zZl9Oe*w{{?j4{8#9Z3(O0bi|y&|;WE3?N`}k*8a2Sy&bj
zLu^+r4?cfBBRP2wS$zfDW~kBXFz?AIEIhR-?hN;N8D+I7kcNJ#yI@#wi^r6alCqEE
z+TU8uc=oJW@1XW3(9@jdr@E5_pB#Cb#^_VNon!in53CN;UUqCA0-ikU714iGFT3k8
zF}czaWep^610Gm)HJD7)N+Kz8eXgOw5*cSx&9m)M!+rBLgqn(_JU6~QPb#+4V$CkM
z^)Z*rCh0wZY%#vRya0T81$+huZsGG5|4qrsejzaD#H&EHz`;H2v
zl)?yeiL0w?EX0NV^DEnE;Bh$mSl7p`Jk$0}L9=MJ!PPu6v9Qq~{~6O*suX49_aO@|
zcO$K(qjsv|!!bR9O?v}96rL*l13f!SR%MQNsd}qW8zM6$ds^etBu8V`sIZFdAxYu-
zs*LT#BE0xNvNcLzFDl1t08i>;zrh$QLc(MD(?X`Z5
zOXK{GQjZan1q7smezj;#-1!$@oS9aiu=0t*rp=of#PZ`K$TTYm^hzU$#jMT)sXjli
z-_`C%*+wCK;)_nE+JL;Rh(|7{4Jtl(xH(qWRLTcKHN8W)o=3rB*M`^HSFmRSDbd=U
zChn8&C_Pa{1MI-*C-nTCvHfS#qY}fPr_$#z>Ae6e%9Wj=8l-_A#TU@XxC!rWPYwG4
zLAIRqQ3p|XaCDk2hoX@kOX8Lw`pl^Rk;-@*Jq~@WAy2sdtZdHL&!9#ooS&RzZ^Gjk
zwD+v~n6sbUc+tw8WRXKY0scjjaoee3w7A4
zuE8Qa5k#V-?Af58=jp}<8KG(+B`SYIls1v<#mR1#mbo0uO?YP9f@HF)k6a$
zwQ>qgyV-Q(?dpguAY*Fx<12cA0mgLJ$r!dn>;;m3Dl^ENr4RB%Gk9PxW3
z+)?RGiU2WIxU=ASJDuUn2rsG3tw(f=N)T?I26sY%ixd(kNFIuH@3${gvzsX!+hjxqTtkq%n6X#tzK}S76gI`%mN#xe3Yu7TZ
zl2;erVCB+L1+3b~9$%2c8qQrq=APRoLY=D$-QK#8VKLh@53T{W=&saNGFU3|>wXYa@7Gvhu1^
zH+#+}ZV4VBOg*hI90q>4{w>$iCp~*j-g=6jlqKdEtE{XZ(%$rY`)kFcpU1t~JVddj
zSC!$yiUwx+(a_#-_Y
zJ_!5iFzoDa_2xjmCKBR`HkGqmjo*>Wa@VvEhDk}82j%Syi4IY%r$tZFo-)OR*9fg}
z6&8R7*$CDL*HO&a7L4EYRfR+vm851QiUJb$!9G)>wmt!z%)exmVJ~yBW-a}lEJ*FH
zWj1vo)}C$TwP9#0ZW*rGKgrgA6u>0sqT!St?I4xBcq?2Gb0msF214853fNz;gpAlG
z?|e?L{bFu;w0sLo-Nqo5y<-RK+PN{ykVF%i(^&NOIC@(>0E@`*qzx+)h{5AuIycsT
z=*T$-V5cw*yB6w$m=hEeGmhQt`aZKaHklnZ3c1MQSjYab=QCKXBUn7r9y-PRndt}t
z7_K^jO4|~fP_KghUS97YzU0C5R92BlMTv(d^)As{5Wv&dHXQo=*N`GNv%#KxC(~-d
zgj;IkadnH3KeU!p5uHVwQ8Q-1Mi4?NFAtG=U-Ldbl$K88m$SDllAi3oI
zu56?lI%G)H!u3kZ%7W13=drB%9rhI8VIBp}WiAO2w&ZBi!|d9wAzB!C&dPx71H0tZ
zJJw7TOaGV%TccWR52Hm4C>
zI?bDlh4%hn*=2mMI4Li0ICv1M0+}62-n`6fGBB(#MVI^bK
z_3Q7T_nc8d0Zqd`r=&n!-=irZO4YYPn+}~g@faJS9dI!C6bt}LO$QBbMY?5rf?G=X
zzs3tvzUBjwGK;x^>(-gNp|`-opoY_97cC5Hj_f@MVuFBhyyV?8R5LCW`D3{7K2#!z
zB9vX^S%xMb$aUiY&@=6Q1Pc%>Hr%Zs8`1sV)i
z9`$mi*c8T~&s^K*;P>ch2aVADo~7R4(&$xv80N^4n;mBsVeoo>h__tGyo1>xFX47)
zk2#pSuf%+GcN2)PL3@`+E>Z2b*2>m4)S#%h+IkhLvk%3^;sIQvEr;in8vKMY*L?NL
z<(3y-`fc$6LO8;W=ch!DiXU|zwbpvXO(thLc_b!KBV^vayB)*Sd`W-!F4B&G$jJ0i
zEs)0bOifJCk7SUA&nKEc9d^g<`|IYUqPEJA!&6ZMKJgpn314P`(!aK%AULk;YA%Ba
zfok^(Wn#)kq7^&JW5fK>q#-=qjX)&OC$8@$R
zgM6P<{92tyzd)(8&Pcyr4KQY7S3MO=NK09GH-Unhr{xcBVdKuTVK3piEO@Oe{E{!8
ziLp6|4c>n0h_}KIG<#ajsUD+OwTI<&j2k?W@>7)J*Cv}CrCJ->qH>6L#-(k0R<`|u
zJ@r2L(h(u?)5P?-;A;@IkMJ8B4bZ0=qii{JF8P)gt)IkJod>N-{DE9Nllg{Q
zkLJXCazCCWC+pqPObve_L`W4C718@nC4JsIxwX@h=sOyFZvFzhXTE&-Qfa(cyvlg)
zAz4{j!P!w;KjF$k3G-+VTk86;0Nt0=U}6^80A2eG3{7zskZ3OWTtAde;7|3GnbEK_
zM5leR-&i0j)2!J@2ICizlXU6&bRmnvwUhuf
z<$Lx_qnF@YFSeHR(Y{b$SaeLsXH8s97n&bWNFcsSpob-l!W&H-R@2u>TzIDH2i7K$
z5)W+Hupz%+Vr-nPXKD*0Hjx+?#N3Ra2TISz;8q`@<_!Dg$GG41(~xL_f`tYc?PrK8
z|B32~$H!B@FNS&&sa!L=nANmh2&>U1PGwcF(N|VwoaOwC6)1+hUg})fc+_-b*2ZBC
zRVl+wM<@*%w3qHvDd5|}XR>O)i=){E4~jm@n<}MFTwdjDNk^tUE94%a#S!2%Y5n{5
z3&Ttwz%ypzP8wQZ`Osjh@ScjFt>$lGVPSG(?J~;7#kT_H$4_<|8(i-(F=E|>ixsah
zPp~Fw3d4b0@&R58=?m(^&A^)NA$2a>Cf&?9KvSw>2oUZl?EQxmGo$I*_?Lyp2{Z+z0g868BIK}Ngz-6Qk5`i->80D^n>PkQ+9
z83i3qv>El!-ReD5Y5rtd^-#B48geJJ!he5%_CJW#vL|nEG>)rNMc#jAyn|@a=j3Pe
zVfd!Dn8P)+cHIKZ++gO0F{w!IXoF_@d}L30a!_R19Z}DB>_6iQHK@|H&&?@#XCeEm
zsGlxvd}00U`XkzXUXJDfOC)rR#1>LEw^MT@QK+_;m)}Ebrgu(mmz9_^S3zD2q*xvA
z__hV9cn3X$0RD>ct!8Q)KebUT4mRTW>;Zly(jTYiePdmzEIlPpKuR$L1(>^u1Y7Nd
z2M?NY19cfvJ?h_jZ1)4xXV1>vTGd@bq(fjY7`dbr>4$gfb<_+66Dwv#Qy!dq(8oubI!11gQ44a87HlXgj41!p
z-h1|JL&5va_am^vliY`zObWUJg=lkhDMDEk9XSlbLr5Pj8jNgQjT&nzD>JGh-p&6N
z@*bs00)r_u<96@e`>ZUqUR~Oq5}fwv-mb%CflpyxC<596(Gy9NQkFlb))FWkQ*-%S
zv57VivG&D9F~b;_KI1$jZ{(;^9%d14W&R)V#~*>faxJV(*e6;-vd}0=Y$&OOMG)d^
zv1n2#D`A^fm24r_(1f=x@=Y|CNDdEPD2td;Xk#P^NEE3##m?moi)~D}UwyC(AG~f%
z5&D1|8$b8rZSAM=c^BC*H|NK+6;(rcEl-1I_vZWsP)8WY*e^Lc+NR)0U7^^DqGc#o
zu?~v4ke{CGdTE6ra)kR2ABydc60y~HId|{A5
z@>|z}`fcMb@b7NZg4{#r%O9`rL*gHg}3K4_Nn&>ghYRq|oo3Vr?T9(@C7&
zW$3h#RKB5@^|B^is;SY-+Hyq2P@14m85j92h8y=9=NNVw
z%K&WmFuu5)TIW6Nx)_#$x8i0o1=xo^jj2nhOWPJL-06o=Xzt<#KSwYHnJwRGwI9OO~?W;Hu0$*8)?#YYOY$t*fSaL)4qRmO1pr
z-lvuDP8Ta?VKT(BOo@;)iWx*e-bJt?8j;s5&!%OO$ntZZs*Hr1(|Yo2h0+wPlU@I@t5(`R
zrd*l85ISGGHs)*Av?Hz1O?s$g2eTzs{cT}m0P9t!@)pI^Xd{;8rjsq0fraw4pi!_Y
zFS7rjh2i_XHR@Z4Q8F&pl?@f96$*@lX|qsrL$A{Ngf131L(p8D6S#drqg2A(yV8K%
zdo(h=iG@LwL~!O(kf9DhzQs4zN@+f^n`$whEcOd_!0lgDNggM=mFJHgz5Cq&t|C79|Ha*6+p?(n$4mM5d__y@g-SvfXGEUU?
zXo?+Q1mEllCR0*UT2)%eD4@V#@RUj3am10Y$Z`&KS$WANE-l
zA*J~RYvK&las(e(KnByrxI5lMs@s#kKF)_2e?flJqUI5oz|7R
z5ASlWI5d@a(dCOvM~Y~I*jacXamU39bE377XSHb8ZWfAoF+*a0nk!l;#o{K
z3zaWZIp$nhv88t{#>!|IwDmVPHn<9k^GkKL2PF{J-QH9oeGxyFzmkaIYSdGE$C@vg
zsHzwg_;|~q<`U}U?aYqA?_56bM~|4$?@qr|$OFY_C3WO3p8P%LFxwa}J?1#4$5*1)
z-OS8Rqye4v>!XftmM=rY#Kg&XcCed|&?F;b9Mjq;
zBujSq`0?F%Ko1z)d>XcBoR}mm+EU$?p%ir({^pYQ3JUuvk;FY?@9|SLN+x&65*BQ~
z-%~UDmlwXy{A{MHyeQ1suntIIASEF?yR(r0Qp=lLSa=|KXb&AFrbC6wUT8fdxp=6+vFs06Rc|9
zyMf4Y`A8l@X1`*-hbea7ef7KxcpTsA_mrIuihH=LfoKw1u)=THopnKGm#0mgs;HsS
zOCo+1^U<~*g#a6gP@76~c#wN_*3|ulIx0&h$z}riA`$bEiSfMfIWU;O-WG79(g#Pr
zH_+F=C$3~!*QBs(&M!{^5Df*WU=}dC+yV
z%>)xfp};xe$a1GilO|VjmKoZ@mML!bJHa8gR1!rTH&B{xiVmVTG@0$h7?~K+0+Hd8
z+mh$vTYrdn&OKj7pTqcyxfFOcgZIT8(x6<61=XT?ffir$R$coJ9i%{{KyPX1^=GI#
z#JGm=ArMhWj&We1#dwD|O(n;-jANDsG@Ut2JA2($Pz6z*t+diew?@(rdj6~T<|6sd
z^Phz+32tJrDj<2nw3d4n6}6ffB{UtRET@&)^4{@vvK9*0ijR-7I_)s?Ubhj`=EyZ^
zCDYVUN+(e7*OtlkVJ9@q6I?!T{Cv9hW-fCy_3QmFEt$`W%KzcA-boL|c%P}(YfvNU
zi1wG-hL6*kIniX*&m-cl9<+oWU;BuN_4}WyyEpq~RA5lMMEmeqv%ZH8
zvVXzn*s*C@+1Y#Gp!!UepT3m2bwm6Z;R}@@5xFxyU?N`*zAp&0vG}Xzj~7>#O?gvM
zVSp$#Ij479ZC747I-~Y1Njw`7F&inifw0q3rHOF%{COSmX@K$`p#*&XKx@e`u{dA~
zkns_WsbQhNi@YqUNaw!sWhU`Ai58+OT=@w(R58Z3Od{HzpF~P;}pm=y%O>&Hw
z&fXIqJ}egO`S~-LW-4oSmR#TaVEHp%S`{>r(13K(KD?oV63-H{;y%13dzm`LE}jLM
zKi$l%*T5k|EE@{=6_4OGkH^ob(e>zi$!#Ni`nL7jEgUv(9I!*>mu$8Mt(~h5ic=>{
zYbGs)MN?mivH9#JOHKmUjJ@$F-IM$6n6mwk&d?k%>?rtn*dXMgo>8w6-tttrveMgP*J^vmZ
zY66n2Bk}Bi+vPb~M_++;31ZF{sqoeMTI5)F6A~m`web)zXC}F9r`FnDJYIJ~Yn5#q
zKuQqK{m=B`x?FXsw&M5}b2*+fR|_Bw3=bFT?=O!B3-m%v6-bDxEm||GQEyW~*4;}X
zQF3yalK`_bLGXQ!%pf`&=@(scBsKBbUWq(Ugfb_9jTkr1)7yLY(8BBV
z-2(xpfRY4Y#he8TzC9>ve)!d;j(eJt8!*BB)i?9xAp54j8p(!<4hoFn?4z9N3*MoV
z{zj^Ds~(mOdl7A1y(320;2?)AIpb9Ui6JU73eYAJu6}c`;%>uadmdwxn2v%}|SQ2z_)i=dG_vxkCh>$+C1^XGRKip(`u31#SwDRpeG
zhJ-x%1))=nPVcslZoUTHJps*HhT2vFI0_HXPUSp
zLDQT!uhTgDLQQ-7VN{4Nhf9oDUD^r*Wvi}x_wD1wfInUVEX0H*ScPYgFm6&CVf?-f
z*&On%mPll0FHrS4a-7VzG?f^_{i*OYbUFLwa3q$M!9QaCQ7gq30dnXbRkq#QbStT_^zUi}6&
z8$rufgH12{0bOU8#&1>J!E}d@`bHYD5WSu7e|^vM0r2eRg)c+8Eim|+FqlNP7bWK9
z$%9Uq@azsjbP^
z7;QbbJce7b%+@yL4sx}53ocmjjUa~6Hd!q??%C17{^_%?d|Yq-@L?9!yCP#96q-X6
ziSaYGOu>asLy^iz)uVUIft;4A@*tdhwvEs+qH>iv8!<ue2nqu@yOpGX6CjTf5
zwq$Q|`&K(&jh96yB>Z=}3^!}DQ#)}>>zf0P9yyW-yyjhBUa^o0u^H{H1$RuBEI9!4
zmyneu$GxT$7g37h8)W`u#4aA0`RdiFnz^<|Q!^V}zkiWp1<7%gL*u=KAwgd0;gZAc
zrL|i$m6jrE1Bi9aN!yo=zWSeQo;^mVs0j6dT$e6q0|F%A_+7?B2s7&4bT3?bqVj1j
zo&2poE2oM0+1#;VV4!QDr8NBoVM%arsAvH0(C*W&`BkDkFxu*d@A?K51f6wtbyJ%M
zzp9X{Ht0O%DT1vdD)Uh3yem{?mG`1>VVRsoy6^R
zTRP2(uo&F*_AQ$7-8=8x(Wo|{Q1Rp_suqr%zgcwEct272FVLhRVJtEz>{`{w|VDJpVjNi?@B>rU|X
zvfaCPUp@0;*4O_0z~|p3Zb#lQmz4PQX?th@O~BO`RIy@s=eGLI3r~wQ*1c=PxRzh<
zt)xIOf+E9%5@%-{xhY3gKS2~Q%^Q+)Ck{ia7CW^U%&KqrwYgi59`~L`{My|NdPfiIDYEi*%B*
zyuG=0m>38ob-WU`vFPV>bXhtB5^c9>x}zpcAXkiR5S%7WVZnJ=MB|~H2olqrf1}pjE^`Bq%M7ppl=dyfLX{|7W@iab?zD?s%4CV8mq#Ve*WT3)-nFt1L
zIDDxC1I=qMb(?7PzK~7l(-7MRMnrg%34#bb?{g!1lUV!sCYzI?NjMf1&fGP~QfA{k
z0lCy`<||e-YumOhtGk=bk(t6fm>sdcZO9X;y<>FZYtMVg{JKo`Vfw?$v-eKzZFEuv
zo=pv$&JZ)~vAB6XdbEZh;*%w`S5KETgsaH40)I@IJ-Z#*?C0B2^c)#C>Ldo+$tPkE
z`*xFDRC6uiop(Q2{`J#~9<$F((juvx_RxT-@#F&BvxG|OP6x>*<6*q(k1nWsFQVvo
zkJnrtVlk}*JoIY3SI?PJC0g@1xzs>kYHK}1LI&Pbnd_uB|LW6*C9lWJqM*H)*-Scn
zK4N!4Fw!;E8g{JuiW7|pFL0^0ikvn%hLk8wyN0it+3qv9x1^?AU%Lj4vkVbuS8I9#
zvS6;S<+<%7&tG4>bg2~q(!+SjLt*7)VzP&MgAx0CZ+c4ObmvUvDF`&%jnY;24djzO
zK5C^bAXck|7W#%mEYB&O(C^UnZV$E?=*^m?ivlMgG_*AgSDW4%3N%jMO8FE#f3Dg0
zkU3%TQF?lWZ}_U-fDl1~p#YZ5G1HiSe(tWN+O-8ZI`u>5(rm66`Ql|VvUf%EB{jnp
zx5lk&6_Tzrmntz{r{GDX2!ilBm~44)y3&=%NNu)W3Z4=}CvQ)S@u+XQb?<)n(W4f`
zUq0lAcu>073b))zA8+4mak@7L$^+h#e#`xap+{!qZ3!&DaQ3V;?Me6R*T<5(n#3;l
z0`*1K-f^y!&dbZ&A2+}AN*M{M06Vx5^lqc@6{AHlXW_ym$SJ8U4ccCx+RCj9<%-=-
zXDCTJaL%J|zMLyIZ*EUpGruJa6bxeCZ7NI)t8uymnKy3doVs3zO;XTkAq
z9!rmgaZ+O{8PUUN-MTfFCOex2YxD;)=`aoDe60PYS6|0CIiMfta^+%pxbCJ+^<9T|
zT(wzrRk+gk;QS~>oa?IkpZrV@XBQB#pRpKN$05h~;CZlg&#~xuW%f+H`)zIa@8!7D
zQCG|{Hr~yi9WjniOLVophD%jbYJc1sqykRqJH{%oMoo03M7x6IY(YbwM7V>)34Gbh
zJFWUEJ|!YVbAD-qcSe(*KR{buZm`W@3f*;zCbC(Bo>dMtouE3%_>4_%Lrp~*qtq$i
zktx)x0!d|N`gUzf_r4{L8N%W3TMTuMc#_L<4SP(#dQw(lyhL+PSDySdNSdo-*~u1o
z
zti2oEdhs=M&APifV*f@TJb`RLwX?c$&V!Xr53if6*gipw9+s3Wtr@WDBtw=`uppDR
z{_MuC;zv)OSQR_+u{LeiOiQVwmcG6)lIey-V$A`;%_t<{PZas2>DZ_W9``N=5(tA*
zDoqY^Ug$J8la%}ns9*)3(q~6=P_oj^jMefa7-?Z+e8|h;Ex5QEp=f
z|KMt7^0E{Y2vF^jldCK2Z8w7(1z;0LM`h5fmxYy;Dy6hB`HK(SfKQvnhXijm@ow%5
zjZ^H;f>6m7%^nF5bbP{vO@s~_tu1^2<>zn7ZY9(wYDf+*UcT%`AbyN+
zU3tdzrV96NH;W!vJupFU8vCt$!M=Ie3I>l7X-i4y3p;qGt*wyfrw~q16ts^U4H)2(
z;jM^0h&NKHeAT!?1@O4s#N1oAGI_V1n>RX5SiJi&)c00l-M!DFNh+!a6U|=#ta#as
zn}-(|E|)4nSMzgn0+>>(th{%2!4#5y{L!P2YzCk0?H#K9FeAfTr903^gPm_?m?^`u%9l3Pw);_CE%;|e
zXmVOwJF#u#OgtF9U_lR}qG=;D6yC2seQLr00RCG3K9z+-=R(EtkJ~J}2(!sA%>n~m
z=wUL+cW3k$6A(|g+0*m}l8ys7w#>TZy?Bd%M{aJeqxU^ZfB*=n{L~EqggkpAwB@r;
z1CY0*>O7Y_ncW|aB)=^%y_B)H{-|T{9d^p3F$YJ
zvCV*oZt_fw+;f{3|4Zf(;)lU#@!~~P;}5zbYIlV6+LFeQ8I*z-dH(v^SxHGLW4Vq5
zDLPW=BcaV#r#a`}x#JH&Kx69gRKX*A5_kDkS=o()&tcMUxEkY5QLswUAoJeP)~V4f
zY!`1vV9lJb4GolS$nnWzMd7Q3eGtba_W1F}6sgoIz)&rDNEEa0pB#ujbo6LL;)C3H
zMm&7EIgCguu)-CRJvC*oiPtFieh$5dSD~4q!KrLCR}P72ub19iZewjNF15QJA0r6@
z94uS0!gbs_fU>O^eF{4PGm(<~1XYyRihszP_<3~L(j1qNRKts>ey`@RqH=C3A@szF
z0;QS(NdMUHuq7;LO2)JH33}kY?1!BXx?C_;K>}&K36_+0}05
z%xTlMay5O3G)qcaQMgD^O`-hwNQ(|X$;aQUO|EqtxGAura^3%uj(M|Ni5J!v1t#@?
z4pYflKH@OW_`!mGadd^>cf5exI0k5@8Uwd8!Q~5rDwIETHyVacXjSJJKD1lXEcVJ0
zmO0#@;8XnTu?)?l62T(-@fvjQ^A|1pt~1hffx@SUNja&xFRpFM-#Zr991s^E1|w$9br9d-VxOs>cRLvW$^qy8NT%x_I1D}EIZ2AlEGTHosdBs1>0uW3rgHfRm1j1mZ~U!EyQ;$jGjoIx1vr
zqFOB)zB;_zzmb9MI=P3m;UunF`uU37J0?Vl{3J6B&ql6&s%
zVHZBl+;S&?TQ;{7Y)K<@I`6J*w&~8^Z82hWnLoc#prtRmiq~j@JtA9ANf_tDs_2>f
zy!&O~$=i^7ms+Ym@(QyZKbBS>1}A{y_9*|!-3YKVxPis-?x?6hfIc_ED^U!n^?iqT
zF(zI+Sr8Hn5iPDCyeV7wdZIA
zszyY4`;KK570o~>V8SEYE_*#h12li``W?Z+Tlu4xolfPa#l49P2~h<0Xmgqu=SM<>
zh+tZ93UBT()vj=`OJ_g$A!UR|VdDl$kS`!tb542W1O*4*r+%0^b!u#Ud;_3bOBx4(
zB8Z)@U_uNG3``vyw8j2~kMQEiI2)VB5<|Ev5y#Il_pnUor%l4O=!SU{t4+FfYXH{n
zvB?3gQj`7nZ{M%0{d1-?`s2Y_vuE!lRdfY?_sFp6rb%VsQkEN%yrnusfRCR?0?f_FIEN13+1-5$m8{@y
zX=ycK9!p~ivxx5@2M*MxTQx%zvTfI{92$O;q=x2=b}0_;-aX*SYBZeGW`DynhnZ^6
z_`+yH{Nx@|n=-8>SSS6qa_nu*MVOW%mRguOeB*zhnFI~gwLkBW-{3$L2*kHvl)ZbG
z>fB>fLTYO0lMHCoGu37e9VxxGgX6f+ii!>B_eBd@D?QJL4w*y(73dcr(*n*#U_|(w
zL4Bw851Vgyjk8WM=+D)KY?I*@g}mf!1S2Vv&w?yu=H_lYVVice7GnE~Z8uYgY<w^fYUN!ZgV!}$@*>Gq0ljxeWFVzl9c86#%y1bd5
zZvOoFvEtdc?z{d$?kdyfrZZ=@Cy~DXVuClEOmj*6Mm8$~<(zxgUuppIfs-D;RXun7
zrQg*0gBzPUZ;Gs60Zrp$*(H7_lC)
zzN(RTKfBUbufAPauy5MnVhDE1ONC$grT5y~wmXKQN$ZjeOPg__K|Q|aJ)FAqw8GmH
zt6*hfj~r1kZ-fCT0OodXt26I;#Nleakthy6n3y-i7NmKgCFNx{8PMc-09LV%PlkcR
z`%mrZaY4H%MQUjN`Z`6W^*c^QH~lV{8_rks@mKckA{Ge%hlFSG12~g*yh80e_efW9
zb_VEz8{$F+X1Vv#d74UroCFoiG*U1;Bm4o`*8(o7$ssl?`B%Fz_6<{Xd|DsVW(PP!
z7NbY2fV)1acvLhIxi1gn>$`&XSG?*E7PNR6bRfF&^OOD^3pP3_&+smEfO@Vii?%mt
zCD16KGV%UqlNnw~7L&fORrGj=LP3o=SLgZjx1kYD)s@w^y@L!)ht{=ft8O=}DG|(f
zhT+LQ4`;MxgSsDJ8Y>d=eG?(Uysf*5^oD=lfn3gf&YVunM$Xkql_09A^6-rV=pAt1lsc+Ql&O3c7Zf4j(H{Bv-P
zI3nonK~twse*?*Nuc%1GCy!V5opWuA^h#Ad`}Un@_Cv5Iot%`(2}ox^*z#gOeCJAU
z0$z$$3ht^oe2{RRawR%kNp!-o&TU_o&SUUfz++WL61+bt(e_S
zPcLP~Q?jxE!Ib?FSa36S?^f4*eAsKquwmGKhB!^Q_Y&^U6kMpuT#?<7E|O>I@s9e>
zy^S-0G5F#Wl_|6eh%q4)qjo76EO|+?c~Zd^dv^4+Fx(M8_vL~?zaFJ(i{Cm)t^ePV
zC3WbMW0}AZ3KVo%dit}ApM-h@x_fxUk;S+}bv+ZF9xVe?_qXiw%4r-uh2Z+^2U7_D
zw0&;n!`u4%P?rvw5O{)dCLaptOxy`4A8&=GQc6MY-f6nv`3n}fVE=oi0@
zzc1iAKyIn0vAg?xDE$1)K9S;xhSbMX6wIUUD_BwQP*`n4%h3fttS^0e%6?#gP1*sh
zwIs$^TU-Bf@6=;zs7&SM>OJ?fqgzq#bdXonI8lME37I;*-oEvBd+wOWuiCY*N7i@GU)$z-Mdh46+&D{k222n8
zB^+kS_zEhw>|a~GQU;;DYytb(@#cJxsgw&Bx+CZ70=m?N`oNv2SH|m+Va3mX_>N`F
z*t!#=x-DKjPUy8RZFbo3^2_fZ
zZdeX56b0BAxMN3GezMz_70Z_CLPU0_iMdf!6fOt$S4~YQ!ZJ-AopHRy+y{Q*>iTk>`-O#F5WebDGL<0_kLOL@;O9fJhXN|egA4^Jo&OJ=))U0SIH(iFE)+Ztq?f{1CVy?rS6$rX!-R%$AIQ0HXh
zst%0%#wR9j|BEM9JPs$_7|hDq9A9&AV!=dGxn`R-RTxWC$d<%DC~O?7p_Q_*K`A&Bn=rBA&}{OX-m-YpNGz`;KnZnMu(mL%G_G)z!N(n;>Q!GOgya
zc-*t}$Kh;gdt71nZtS$|p*!Dfo7JZ~=e8>tw>uNZ-Fo*9rlSqx9re#Xf49IPu?Y$a
z%?=&Lx8eKF4bE#9TSFawJ
za_*eo5S>jfA^Jn%HSdejz=0=j
zp8q|NcX#8-lPIM8r;FPONX^RNxhs3q!~mcNW9YjN5GI_rzMCRD1lRxF>ER3~Af;?YsrX<8^tt4XtD2&SRhc;?{Ru)ceb2%86G)b|MNt+~$o3`S>>@pw{5}
zfk@DqfHuY)OAjb~-kPH{8Wb4*A|xQA?_qxIVDjv%(Q>{~Wow#;f1blwVmJP-+vnt%
z=$SF{7$;AflzHZjYsy~KxM4I{p)oNNsSRz$jq65Gkig;&FIfgBFDYA};MXl^w(gZ1A#2a0mtpBv0F*-V<$B5?cm
zE;Oa_z}g~JZUKxn#mN!Gd7ugIj
zZX2&~=5RElmWFLwasyW|fAntGqt9W)377_Xz}+}S{D%Gq00=cX|364BGd0__8_N%~
zV6yBMyvr@Iv_Xh98j<`&QF#2g3~#ul`E{-N$DRJ6-v0gTTUVL&U$1Hk6>>&dZL2S3
zhTH%u;#@%Eb>p@qz7g;Ben730XU!VNlivp3frfR&yUMRU6Jl6{ZGG?WgU>FzOAGt(tGiIQ;L_(q-O^+7dsrG~qK&hIbM
zWOp9X4Rk97L#Ne8?4I~Xvr1bM9vY4n*n+)ynVz5CqrTqF{pH*GLp%X!X(ejG(e%e~
z3NsQ%j<0PHK6v$irOGy|CyT~%-hjzo;hs|m@;Q+B2L5I~W=uog=dv|x>fTlEBQAl6
z`hPKd`4ZxiKk+?vpoj@Ep@;*RkwF-QLbH0koq4WyYP0{5s3#`I7`d1qs5Y&KtuI)X
z&b-Av&;XH0Lm6zb>|#a*_GJ7!47Nq9&(Bf(m6U8ecyQ$NnkjJ$ieyOk>UXdS!)mA2
zW45ODL%O(gr0w#B(k;m_1*XHi#CfJqsS#=Nv-zXOwA1KaOr4y7h9eR?;MtZpZ(7Pk
z@Lx4{YYDHPF=wweT0IIXVN>zQNWllHpm$30O^sNT{Fe)c+aXRE-gciTi0Ih9+|Jb
zvW&kWqz~|j4*U*{n0m&=lTmuD&Uk>%eZJbP;|TAmJ#R{jqZ1c1X@!znH!rYR?xOvR
zzbBr!pfx&u=FA(9H41r}C221bH}(EAPeu-{RoR?{TXaD`o%E^M9P9p4x30Aq|CYOA
zG+=-XVIWrU1`R=7XNnk-7?eEa&+$7TFicVAgVkyd)<-scPwSjt_(#>^()1M^5@>%LbLw?GDFAYGcbyi7q)bruDs
zgMS03yWHIXf)Az{2+w?ig4AV43xlMuJoFUCKF8a%DV-U>{7uR(V+<$gDlFiek@45L
z&p~*5pa0Ks(RHwYn&uJb@3Bto;-yO|m4iy|@E$Gn!@gCOp|gbHKAo(#)%@GE*P;j&
zmR4qM5F0jo{EN!)_8{!vM2v<4Z{Ecqy0fx^FQh^RyScMxUs|EU=^RabcSu-{G8ny+
zI*_sbweP*P6~bE=Lm}_+zW?)qW*$E1VI%8FN#kNh9q=)Gup&Ioy+Ps6`>BVKsbo-j
zjyY|XuS~CO477@7N)@R0)syd7j-!herLbVqo06soHEYuBYyg)n97}xWgHwYh;tRL~Pj$Mx}x)IWWAv`M4b;*~`PUJa@WO84CSirfAdw5eL=_7NR#mW1tUmn-`Rd^ZO
zguD4#^?mBE{Rh)IRt{A?w=_i17z96LMo~)h3Nee)lxfFj&vY;oQH(Won$k4aPI;QW
zy+52_9F+xM+K*QPE)U>vswfUR7q$B1bBo#nI&ML2+|Rk_RO5kDTlET14L{aZMhJ0G
zG&=n2M2($6tNIq}wFWKL0uR_5R=c(;wrBWNq1<5!7k7Pv(L1MP8LX2+Uehb|tfCaF
zSWCi^F)jPV1_sT(n8!88@aXlD+48_WJm`}w=qaC=#dLhfux1_Ib6Q}}318*Mc(-?|X+xZjS9J-!g4tTIW
zyYTl+)7^tOduYKQXq~+KviF{;
ztCQRIc5DEF1j|+(rZo>41K--sLy-e23b=Y5B4^(EL@h&<%*d$FuUuF7!hL{hZ;4x+eGSO3g8J-yXJyGu>XMZctjx4l&+qOnRt>on)b(TS@&*o)NB%ebC
z*eM8xn$N;d&k7uw7*wD!bGPcV{mO4GbU
z@8=Vi*Jf7st~_Tk0}(04Sx;V=ZB
z`uepmb(G?-CKbE>wAKAiRhNR17o)vCZErJyZi1X*q0_L3qk*0LNHm8z{Ue53KWVza
zG~`Dws75l&P2$t;h=}ZWABf+J%Hz;Df*+8d>T}9{{*@7CmCj{5)-$Qz4RyyB!k}>T
zK&)3nU&@@o{ehID_|dczx`!Gir?}|oI|mXKeTHb!Hx{9Gm3jnx{@$ZU0lYsMCP%M!
zzWya&2#xe!^tglPsNz(Zg~}Mi1xx5lH}ixW{Sx)AQIdel%Iq!Ldmka5csO(!Pzx?T
zwP1uYbb^Ub2BJRMWGT`-pjLo9z~XrqLtv8vIB84!CMShQL?G+2pM0{XRAe~#6-4s&
zT*x013z#FXe`4DDW_fbCt=;4%xKjK`PMmm{the(01oU=NsR9Plp^O;hM7cm#H?mqW
zES(pik}@MmlKj;#w&pqO@M{2(d+Rb!tPFH=9=b-{g(3lp-*t60CPw5qmr<4JZ@i9g
z|LE|mevI>{%YQdij`XhfnmQ`-)%PC9o6KJ_KF%~7{YvTc<}cD#H{r>#`AAveZ348i
zSFU@%;y$M3k7Y;@84qP?4o$GOQ_tXBuL(R_BgA+I@7IUh9o~$y4Hc@hAaWH0|D3Qh
z@T^bp|FS6HVSVF~n3!k^ED6dbg;>_yU;8_PM__$q%%$o-@?OE#jtk-VC(W7_L@)$n
z(GdMN^XlyXxV>sp+e<831;M35Sm$*#s&T6unhGrD#JI!T@q%TmMcd}?xb=30)%c{u
z_cWa#hnZ|BM!9SWQ6l6o1RK7iZMQU+rGeg|b{Sk05!Z669O<-2semN%=
zqBlaw#L-Z&^9^3PKh)_9jV?AGnn+B9!ZvS|Wr@m2d&tf|-3AU*$lhjEtrub~f%`>t
z?;brAb9y-3T==ohcF_+)feeR;RvRJ^miP_V83%rKw|s18{fHb0EwN4z4AD_B45&*Q
zA+DkodB_MUp6aZt*zgSU(&#v%5kMb_;oCJYni;_Ehdpw~9zpm-Ux>)@oys!tQ&w6!
zwQR*u_J%2oDd)r$D^`?#`BIRpdad=iIy*Eu
zU=tJ?=+@hoHXB-M-A;qpqA)~HBrgYrueP;ERxXia#gQxjOOXXVD8ZJZHVE36Q9(5X
zE~xDcr?mKQd}ZgGWz2D(x)!$iWVGJsFKsf8T0FXc-;AD3IvOz5)VhesNH@eoM*aGk
z^S(Jh#BIo*4IV$BinA+awD%J*adt^YRjl9~X^A#h^@Gu6liT+ess*-uHg@
zXhu6xfpFg3c=@oi4bcx{*S!k>?aaJU8-ICICz;aw(nMqvyq3$vKgI}W6t@yrpIzJ3
zo~8ocVcyEAeIonY_W@Rfy*2Ho$#&q#R~u<<+7iZAYXlWv(t6P8SgHIk0#%Mud{N0Z-76l>fjZR%ym-96<2s<+&2YxRRyO(`(2G7O8>J7vn
z|JAhx9hAL(cY>prc^ZXRMb~I*I>2K7`sko)dce;R$-E^%cxN=A^t(vo$>=|137~G+
zElDmi*iTk)Zu=U3!qv+u&zH$S
z50j6ES1+B^Xg7Yxkth8VRgZ8f5W3#>6b~pUC+!M~A5&C9FibM`-pnZK&5(ChQ~ahN
z5kbx|!mCb)81^b9sA$0C#P!FbHckHi+bg;wLRLGP-&LlKWb|b3%0HI|Jt|UGc`>#2
zDR>6*JAhh$PBN5;CfH5#?F9WVm62uCic*(y@Sbcqron^)tM=~xvxPFCA##>ArLjJS
zX@U3E2PyE%Mk9z4831}>dO>th9bv_9n-Ktf$LVMBT(EjkL0ZRUq3&tTgY`x)@8)n=
zHv}}92Wm==acE!p{kynYkU#vIBcyC&8fO>FIF(M0_zU38?TcAGsFha#NP3Cc>6?QI
zQ1<^`z=9QKg04b)2phEg)wN|VVDjfqBiA>Gv)cw1TckE_Q(#Jf($dM@gFiY_StFQ4
z2qDBDstlxQghh5nA`d_cZ_GM5`{=~DxJ>2ts^J={Im<=HC=ilR_mnq4quzD~?uy>D
zloTAh6(1zMXuv$pAxM=u@lp1B7@3w~J@7g8&#moL|L#9D?$dZ*T^UaH(a2HTcMW_T9-m6(3gCq)D73a9H$-
z6@(c24ZewG_{~iG>WL4nrwfhQuY^Z)>eOis}sr^1!W-N
zmg$>o5$vdPs@GV@uP?~UyUv)k=Xt+7Pe2P#4T}Rmwm>RyMv?D4H-HwYsaTC5=`_q(
z!=+W#VOhuB8neFI^WVJ(!r>7%DZaPnp863K%EjfA19q-P7S&tr3+*;O3Fz!aK#V<7
z2MkhRn%C`IM}LJihd*yemx7FJE`zt?+(mWR-#$asHmLfE&cvoHeku!0GEJ94dYMGM
zav^W<=nm0Kf|I;gX*KPMEej&D#JpSK!7||INnV;%7Vut+Pcls>Q@Ao$MW;i6Z%mzrfr&CGr;O?;yshJeEd$?3
zt=)2M5uZ#HGJ_ToyE&b%M~Y%vI=((}@?_lw(~If$(Y0$+H5aKpUj!aY57(l3b8jw>
zs6Zlbn&y}c9r}Amg@K{r4RY=z+N(Cnf?mLUNZVO@YN)72;I;9fYRV`S7^I7PdoXo#
z#N<50keHZe3_GT7yQWWudwgxva4~HA&<
zKh^yBvIE}ZQK2Z!QE2&-f@I)K>T?m!P>JT|S`XSq=xU5QwxjOwrVEokdJ@6`_WZbi
zVxNW`bqCsHznwcZ&Ug&``I91t7Ap=(fVvtwtab!e<(%bOga6S1M%cwP?pLMyqJ*97
z+eDrG<1xLXYz^i~Q=Bu8;cp&i%2py8TbAKn-|SbDiu$9$*GC>N1-5>h5gwNURRp+|
zLxcJi*-h@-O2#xgc2j~Zw}hN=+)`|_heG8P)|-Dm@Fqr!t{XZ5xv&Cf0g
zSM=`~f#dG2%L~RcXpXXSSDKdHT!&+GKcM>T+Oww`V2l(!UAlCUNj=``_l3tzxTmi!e^2>B}_t7@et_8~x_jsYj4S8kabM~k5i;Lcdjb-0jq
zgV$5X@-mmLT4hP8{tc5zlt&$TA6sV_)+L;+pa@2i2qzGs@@am1Dj3drM!)9xa_74Z
zjMK#Q`0{c^QI2HMXYmuVxUnKj*C?dRk~D^UzY>xj`=#~#Z0h{Zd_YmG!@?q@QbUbE
z$U98jWv;}Olcn98$1||~aHNGYKeT^HNc9~3Ff;wI&Rx4I!$LExl`XwAc^q4lHD5!y
z4hRAuFHyA0#G(Mco}SLHu5UHmHXX)LK2lV6tSX@4gygt$aO4j1pG@2zHD~Wil{L
zsR#y+;)mUN4gb?)2a3s73{{uLEu;*W#dOK(y^
z?vi`4im)q>JD)lkwUEZtu;tFWk-RuiFh3?_c}s$C(TC4o7CaUvR0OlkM36*eMezKR
zvprC-ZY9G;l#6hYde@b1WO2;1(=N)?^~-2kMOuS~V06r=O%hM`KBi@w;m!Aal6>H7
zhXMN%^#{E;x@GfwI*$-ovNPVX?#75iL5ib;
z{D!_anrqq0D5yp2NjKDc9#VGob6@Y}^))HA@Awrje!aNzb6xTJPX*WieY*PY)oH62
z#%%hLayo;a<{NS@I*W+&zNZi-pIOvifneQGJ?q}&uW(ns`ELs=Lf3qg5m*>(n%VN2
zD?B{ykvIL5f5au8Kd=7#YDtCZm%EU8vhq-}n4D9D*-QtHoqI4u^Iz&_(Wvt?GI@!|
z+O$$^Bn}xc{*I{*!@rHL^MVnlJ-mtWv+Svd>KBQkq3UQS(@n@4h-JITS@+UqU8Z`L
zF76S4PoiT>+W+%ZjSJRz^~+7TtNTZ8uun*uy=n9AurLcMMoA@@cSUqsIMe9}w%`^1
zbfqv_($J#AS~f&y95(tYL3Fmfply5pcJVk1Qa7NZ-t%t@Px%%8K%D@vl7*C?>Csi4
zOxTZIJU0Q_M0#XBK_C7E+3@wb$2}$bi?~u`}D_jvd=J?I00lobA>6
zK3y9h$R0K2PdWvD`IyEBZ`$N#%~-XEk(h!>}nenU_t*eKUT
zs<5w~BVfcjLSbMFp+aeB?X@o`tlQ~rK~_^-0|8V;{!GABc-&79q9+U4JW|LYuu(S<
z{FmWI-R*}*2*?8hxZqOVoZiF#y3`N-qv%{4xo_2ym79J*xdLgwg5sAT1`UvDq&{Ha
zKx52si|0K$F>}oEL;PlGU$BXDadsBpzU_sBJ!Uaw&jf0`?}-NS!bV)2)#u1yRNLBM
zJyR`zK>+~83SrBl=z)@vpm6^;?pKgd_Wr#n+hk^Z%VawPa!?l7wlXG!zX`-Gbe__>a
z)A0-RvyA%fld<%Tn>O{B|F~5~1}Hrh_<$juM@69(#S|0+=7aoIru^f{J8c
z_!~mU{PJdYQ~p_iOP0tR$v3pm&iFS}_m9h_cRoy9qdVG-7ZN}#aDvz{_KD12zYG5=
zI?nm`BKPds$_$<^!kdL@yPKYd_;c1$<;#ozsI>QFxrl3ftLDl&2~j$2W8M$9x=*(a
z9t~QsX4;fNFKFD^zvV`j`-K98Spr3W7s(9pKdhfu0a#U7cy^JNe1pK(DaC
zq$TJ4%)#H0B#Y0w_+5Z}Hw1#tdxwf@o`?03bCJAQhKxleC#z#DQapUdpV%>fr$wH0U6N5vLkiNX`EXyCx64qH3bDk{
z7GR1oX$pagIz?(0wVOnj9MiLrxwG`rpDM=TF0ba?AVOG*Y5XD&gNYBzQ2
z4OYi&=b3NBEJW}f@TV49S|GzsmR*{~aHJVc4#`?P&PZjDz++bLAEKi{6)Nxv$e#>K
z%eePgTiXy;Z!6}M3}RjbLopXFOL*t$kFMG-dg;Wo<+gobg8aZ>24fO#Pob^F%SfW|
zMZ5wJ1XPx!3zBhsN_Qi5WsLx3h#?-g1p_C*;|TecDYDF?0%f?Jmt6jnohl9dT~6Z*
zSG@ZB_wSHH%@KzE>~g5q1KBD5cS7%imTqAfLCm=nLrFz$Oq$|YV~z&hBiUMc+Un;G
z*Y#a=*QX?A6F!ay8lJ~$BJ=+J7RbV_`1n0^wRLoEyUJ2xnyv}&n!jN26zIT|=Lh-h
zW=IPEy}G)f97a=ywE?h>#x}51HfY`6pE~P!fokF3&5u6PBK4ZyU7x&PnfNgu@A_R|Zl|{l@zkG@{14
zKlv%;=o@0E;g7#Gokoiv8zI~hqz_A^n2gHuJ
z`xwr7|Ni}y6UGbDZSRUw)=1q#rTBjYJE^0Tzn(nLYHYgAEqw)MOfkFIm)*7Og=iuW
zk-Z5(UR5~b8{-O|-`_RmKJNfvJY!i=k8zQ#iO$Nh@V_+m>B5&yI(OV%cqQAAIt!A&
zzfAd&cU&PZl2zMLk_u`q9-R#E^RV&X?7&M~RUimGX;CJGHwNp8&&sJ&&42=;XCaao
zjX(7UkVXKXoJbGi-ckOgO63vl^M&dc67)G!9q{+k&+51M<3Q_6m(OC{)EHpe7b)|v
zjiZ9~&~$EPdWY4-UQ<5*&Z=|xp`1}OSSxBHrQ4yftH;CA&d*=8$==S+v^?Y7Xnz`j
zM*c3M*+56dUlM0-vav#z5qjv@mM^IT$X2VSbbTY+)RNqjdc0|dZU)@_gJR^fEDUpr
z)63Xi0wl}#yw0YLHMN+RSz)5WUB^UBgZ>4LoEw{Wh0;lykp9E>Wh)bW)yx1|*$Y0O
zUBzDvt12p$e+T0@!>hbsxF?~;g#;+9fJbL`h5FU_=p^3qQ9jnAnP#H~rOSrMQxTas
zEoxV~d4!|hJaC=>kMx6;mBJN92<~Tz{-5)_U_twD1rU*RD%Ino#G1wwjkRi@Zo0z&
zxA;r8y}GlNYd3NjIeC@ofgA!dh;C75&Gdl*@jI&K5HY8H&eXepWH*i2W;e;vQH@bbCV>v9)V1hZ
z@sePI#=t_`xU3G9p!K;pqUlzCyQ~JUIz8s!H!z+?#>QqmwHc4nu_NLIGqqQ~a$(-(
zJuxwY^}B(^88+=v`5awm20b)Ddj<<>u=&u?2=J4_J2i`l&5IQXql&dg&s~^`0|%E?
zM~K@AbBk2NOxHEQ
zki;>1PGra*u~K~Y{5i3ac9ps1rWjo0t=dfFNthU;0Wb#!d+C<$l>uQpU9=dN)Ip^2
ztE#-ExQighN%Id$ks5|JYk)S%uE&FO!5fRIY7v&XUA@cr=5^Y1sy;CUN;IB6{gUqe
z+nw7DD=R5`QCV5Jn^z^S{X|VENB_ithxt4dcOcRtr;yK7`svdSf>7$%6odx5WXPPN
zrB$*M?pi$6FJ%$?_SshK(D|C1mI7i-9KY9~gaoeEC(^d1a)bDA)xIJy;03urf2`7h
zhC2JX`0m|ZH6q-g?~rPhdy5$dCx44obvujhXO;BI_
zlw=Z3+k}Ag3>zrU*ARLXkx(G(BF*9amqnclcq}Rx|7M*gynjfo>ySR@DR7M%VJ`8U
zO|(YyxOJtUt_)+mxwju)DY{zz(wU4{*RR*L@bl2)G8c|@pkR3aJiF*KXY+3r^SIq>
zMuZoy1PkyZQNrs=-OT@}dKfHB@5NhX*hB@-y|t7oqPasA4S5h}+{+~>Bqbp}-gMHW
zkZGDF)G4%BQ%VD__({$U4sP08uTRgO*C{}0Y2?S2mp7*6iT>5qX#%5$n6@{Ky0hIh
z%h;MRzypf{t2TFALTl-R!jIy;dAoMoc`JVTZ!u*K({D3)@nZ#^P*h&i1u^dK?pTid
zUTf&yhekpSc7R>k*kFA%#S+Aaoo8zPE;EdWtn0MJ+~sP`$?D*8uE+R=yB~zlFn4?>
zeW%PzA?1=(2o>R|{Vl8R@|T9*)dzyd4G0bHTy#6#t&(@a#NRg6IN|_OAsHmKEuG1W
zxN&34k$nw{whg6D5Wk24r}a-HExK@N0?FlV`NPlE-G-J(htD~V_D_r0y}{;6yyymlWk6v#%KR|-VRX=AdGa@J$v(MdQB5_DKR9q{010JB*rRP)#kU
zgKS3dB=?}0HG8xlKq9f_R41pVDKli!kUENPtbLXDYHT(E1(=yu_?6eQJ$xqebKzT}
zBJ!8MxZ;D%+ap%ft8J@RI5wu<(O15ayWuOphPZ47XD25UuhPG@wcM{0=VWJ4Kt6LUkyv#|>E7;MG0
zFo-7k5Iqwx$be(|b^kSw2?&*s&ivuU}VuPq*rYKZ_L4knBuQ%jbHjKGD
zhEKs7o-U%7rV_FMdAV8vW(H*0g>_r2y&(B8K@#_vTBphbNNkaAM0VUl0F^G98XEDp
zv=;~;vsrNtBNPB#BRw+Blm!}sk*h-2zM>yETb@gNT#g+kiYpN~BE+ludH2BZ?#l6l
z9(KgQgDWB6e%-&Eskjp-#{V3%!i&J>W8Llgk@`>V_R^h(S(c6L{z#0`;db3usq8y+
zcRF4g5|8PNVOIqPA(P01f~!_!$|&4;?&8JjXnGhn#*tN-B_&)sMQ-XhK&TO$YQp<1
zL9iq=C&(4owZt%f)F13f?_n3{sPPBZUnb5X-tA6N%Ajn|c)Ox}BfVQs+Sl^6pZY<&
z5Ef<9myx*Z^wq{|KF<)p2Jj7Z1lM^tu^>)F3r0=aGrpMtddZpUd}i*(zrR`tc81|3
zMM!=#z*k?0ctm^B4~lY1O-+rS*lkar+9|bmR4A0?5)Y&msK$CQb==QMg+p916_BY{
zp){x?4#&oNM>uGD{rGU-Z{ak@88c3|TPn5yOmQOnl?NyD)c!6Xp4BsWKxGMkx)n_=
ze?}T9gFbz->AyPjBB7Hc_W>ZwF}5?1f|gOh##z`2oH=%RWju}5w4|&V(f^9P>F)h^~+l1
zzerh*1Uu(e-*hz=vvIczX+fVS5&Q+dAa(Q61E>dGvF{Yo3p3V9NsIj2ohbZqRr7M;
zxJR9Sq|Y-^NUm`2Hl$0-@7w^xT7C1jOXk1E%3A7S9^ZA^AQ4BTH43TVq6wSHwaj5p
zMsxUP3Nv1I@U#sw4#6WR3{q_T5tS6Q&lqLI7$$-)7xuh$T^5DG3fx;?onYrg#%|2d
zk}i^1#QzBUN1q4Qb*vNZu#6z%WDsYw84%O!@MbZAfWg8QLIcA=VZV8!;-v&HxSaai
zKB8vBA0PK_2lnq5vv|a*phKn9^;IL~vQfr=tX5VKhkXLhN3{^my=dVv;wjuYk)!6z
zW8r5(XUMKpA->5$R9afbt_>vDi~E3Xb34-sjw9AF?n_C|l9d78r+TLcc5L1Fvuwy_
zyljf``vjfEf$wrD`g(p}Dysx*S~hiXJ7B>Np6}4;_XzEkl%b`sUYYr&GtW;n2yFKd`ZtG;9cUeLzGY`YVecH+AuQzh-(dEdYHdMPfEGU
za4xa}L*Jllho`dU1F;1;vkTr5jD>PoZ-SzfUxg*trkxC6tPE(224T|FsayEcZ|F3V
zhf?uwg-CLxvRU1+tbIv3^{JW4I@}J#HC0__NOOWKap9<=mub_k4*(z%{{G=u(14!3
z`iD4(Tv>xCbNLZYE6jmC_;!SOe%#g9TuwP5@dcfsLX22W2KwVn4~ju{g8IzZccqCZPfmE6
z0-pPduKF=Db51e(DCO9>cTUYo7j28w_@EekV`KCGB}Gquc9=>4I-A#&*&j2-=D@0p4-Ka51(z
zhIBT{tL}CsP;I;Y)PpU3-FtUwIxoKVG#tBQ2dacI)vshj74uk9@=@T{dz$dBCN;&L
zYJjNjNGPkC?*4bcMtXKhg{WJE0+Wn*@ZgZNk#RytC
z@W}VNi3yLWn!kC<@Ct~DAA}3FtQ0%~nt0zQ36arnek>aE_YEd@d}A29ywlU|?Nwv$
zig5saFT`A4;gv4qUY5A&FRz16l!+Q1VcFZauPCC0xv{4+x;tLfb+}HD61gF${dqcm
zXfa*^L-g}_Ref{i`0DCre_RR$@7p)NOGqgaF|DC1x}j>!_&DO`+ZD!?UQrcAdWlZh
z9aHu6oNRmJkf>pMW?fqIC0af2D#BJS%<0tC+y*i4^?0ybWjJILZ=7)-6@}aThqi>R
zn_3pGqb37dq}-AdM^gMcxj1n@Cz(AV(Z?Y>g05Ja+6k(kU%74R4?oK;nMjL7XUP*O
z%&2<#rD5qJ?*X{c3Z?<0B!B~`&Gh$&4qzn1)tS7edHFE8sr*|RgOVL=@B>XmG(f34
zK}E6ZLfA&UerRV)fWwfT3Y3gamFDP~Oc)O~34|Fr-nwU%DC6vl;{j+jk5^xVA4
z9Ca@|9awF4+E1J~xw0{%k1oByy;VRDSgSe5Re9iC%K^m2n*wL=Fy;zw1!eNi
ze>>S;Y!4I0MVV)6uDHA9$n@!1%Bl7t>n#2~1Q*qA
z`Dq-K1zgGC*EYM9~>h#m=8YMEu=!H4HhELV+?B_RF!$MTxGM@QQ0Do(_!F?*zV=Idrw`;lqX%rlwOi
zV8)Qa7zV@8MW@Ce@B&zsv8*pA8yB6nLaMf)vEjEI9$qO1d6cM1#~gC32d7lH;H)PO
zgy2<7MfT0RvIwMIrJYZ^hz2$ZHr~^m~?o^+uzP0Lwo$jG{xwg<^@I}i)M7Um176K}(zov$?iSw>^d1GK%y^#LI2)phEV<M8OOx51`r*u|h8s8SvazFaQ~~to`{Zxy6*{k^m11S~=b1i<
zHOXhshR-$fVyBYml<>F_eVZsj-jusrIM28tmJwpZxxu
zzajJoM;LfJnYVh8A^
zY{hI9tGLkAkm;1X4-2>+O;>CixN3-=Pu$tJ@7`hU(-`@xC32sU3QtQ)QjdLw!nUH8
z1;=ToR#{ZsCgeO(Lq==iOsV0l_@kha6E{67vZ$h2$}~zn5Y*_;PNO`sgBn;7D4d!h
zVTG|cMG6h~z+I0#XwdzvyB#_b3G#Yap$@^%X-4Jq#EdhGbPn3qh{94(4@A2b;Oz&l
zA1g~gQa@&tC;%B_bCLR=1sJ<>{6LO-XHq~WuWj1xkrzsBG_y_mMDCzTdf?T!cki2E
z-_9&mrA4Hy)F!%e3%JMZpYJ0L1&B2#{1sw=;C`RcoxG~3nCNwxewd_nkwQQ^R>Cv|
zr5p>6tf=Vd~(LtW@b{p^gVNLYY8`Jd7aT&
zWJlg$V@ki$+7#<$IK@1CG{1D_Vi|`kE>0M4$a|DA1!f2s+4EjF59_+?nVE_VWG5Ha
zii{f{gMI<=Ip%v)wgh{ku}PfL<3#&`h`ETZw!2Yf#9{f%5DyFN)Fe;C+wdMm=1j?c
zI(qg->N1ctD=JrV2v+MFZA_|InPtstLNAolDsW
ztI%h%i3uGAu;=K^3=Wuh;8k4%|Bw!ilQd9k&coKWVva|FCHObYTr-5bVsD3Tlyoc+
zuW*>j=YUN+Y86gj^K-i5*@DLak|IWWC`$dfI5IrIAIxB{sSszpf;gtPcwppQ*K?1~
z^D`VQTq!CAz@%?lumEr5)?6I{2r1>@x1>7-+z?%E?Y{uQ*Um7NsW7MQL2j}ArRECg
ztsALl$%fL$XXZ5%pd8?UVYWe+o^RSDJ9`K4T;L-nM>j5
zp+l~IOV+nnv(CNDKJNKoW_4ep>Im;N_GcU?J{ou)o`p>{K58kS%FEep5c;+PjFNFD
zdxuVq4gN6B0}GM3(kwNR7^DOWbf~)Q=jnh!WWZuyE8P-pSf;BW$hbB#)Fk(wVgN>Vh;t+-gZVh^hDbI~4!XX;lv_IBk
z4d8ule!d&LZ}Ntoefs!==rSzGCIR!|DWk2dm=Nm(J-NEZw4G(|o;}U6H3OfMLLSsm
ztlq(8Wm;Ygeuc>jwYwbeJuAuh{*>}Q^U<1R5RGI7HrekLXOq@bnFf~d$R(8>rrc{+
z2IM`_EFE4cHpC(-LmK@RjJ{Y4pi8mit^lM%hYd@BOM46h*D;@syg=R
zCqr(y4-vJ+yIf+23}PVZObP>5>FhBaQ(AEx7l$j4>sWr<{M6+e;PIf0ne$c#Jy;{)
zkr5B9mblbfV>3n>*LQceFk&FgNZk+f=i-YdRH^V8j)f6yWam?nYX?4lVo$#e;&#!i
zeiRYRAIAX92X~|{zLhqUPe{m+VRMWh1a60;AO?%F1v%X;{Oqa?f#}eJNZT$s7cBSe
z{_T6=t7RJ-D3UV(s&Jwn4+X}82DP@aG2`gPVuM6gR7&mPSz9v@U?vE)Vw7ePTh-a9
z6|SVt$ies*&Ex?BBt@uBw|J>nQFFn__0t3EMY)Z#7-9}=-IbtV#@$2(q-2-n_%9g*
z6{^D(mI$w?RA6=sEH$cO;NfP!gMN&KtHZl#uP
zn{`WNuEAp?N~|%f=lHZc-zFd{(9DMH-D_PdyE`DO
zWe{}gLf_j9x>ziS98BzS^Zj>n{VrD8OdfO_VBeu%tFlXwQ7s9eQ~Q4=7n2&p&(&3g
z#vzOd8+S;8KVQUh`SO&YHa&-qv0gi6vD%FBV*`$)+aCPHM-_i*$o;5~yNbJ8&xv7G
zumR1shx2(cXfZ$7v^
zG8$kLA@@}xS}gkL_~hPu*>guDgyfS!L~$zOZ|8s(NRG(UtaCB>JX1LI!82)F5H(Qv
zA_{{wY|J+5XIIvRspb-u9s}xeA>_l*`r_ad+@~`BW;v!L%b5rl;fMIib1$^~ePDQ>
z+cDzMgi@0fCHuOmy7|CRa&d<3`}LvNLK1b$y?b?awfN>Z=HXbj3+bLrBJcpnrW_#G
z4$Y68=;Qqw|1m3H9XfhGkK^W5Y@w8!&hrbI1C{5bjk`x5;x
z6R8r|mY|BT6zxx3$-*)R*?>fQ$Q}V%2q<3XYOb2&^{%IOeu+h*I7_$ph^U?BT*;xp
z;xz7geWT~sPFA{B)}u+5F--!3j84js2-geDH#vDF-MsiuA(oC$NO%n
zRb6fT!gwVRDjme8iW+`*Xs9pz=zUGoLn@Y!haf&cy?h;nd>J;7+MA+l{tBvua{g_n
zw}O9wbA+ChicPe|u%Hl6_;q!E)3CA@eStGHh$vG;lB;;wKcjJ%$92;)M79ELo4@L6
zw?7&#{aP69S5PnePITUi@MBzI@Wz8iyHVyG>&x{gl`3KxCtsbW`Dn(xDeeZjY2ABU
zm}P&5D67Ayu5xKJ*cc>kTYum$
zW?FtUdsKuZ#`PJ9*yz?}u0ml@)~*{4)xY1&d8kg}s4z*ZuRWdqbhE+?uQN0RZZvyU
z&c9HFJ@OhToJ9y^>uxs$Hp+I=Uf@uZ*K2SDW98H7HRd
z!u-a{^;>HSpev6p?)(A!K3_5#yRqfwHTB7q!vNcUhxcA9KXCNuE-I1OcZ+W{J=aD*fo`gpV?_)@Z=O|TTpk|aP&g$8`{%bP(DD${(r?3ob+
zazAeA^jcaxVNS8JQFlm>+|-wsl;d{0WzwG4oahCGgTb4bm*`E58cOC(LZlF_S0xts
zN_Fg`vJppG}|t?S##sx6$mkV&^^*V!V0SOA;DnfYW8cqT1g=9D|5SFb_>gp2LI%s$R)IJ?dNq5_oYjrx_c*cut&@x}mz_g{o
zI3pAy^x^*0oa}7a`NF|P+?|>4*NdcuZ(>a(^8gb$q6@J`Z@8-ItnH!l+35W*vjZ@C
zuqs(5Zfi;p#F5S-6wgWL>eHw0h;KSFG@y|)>m;?9Rno!uHDTbYo#eW9T?;5OTr$!f
ze2{V4kEk5bbCuo+7rQw>)tXUxNHHVop8Tph0jA+d?sSewqaM77w9h4Gm152(oC^Hp
z<^`}9JN8U2y6p>WmP*$YsJggz@A_Z#im|JOT*Zbaq8~q=NdE8t5;B*rkzPd3&sx(R
z#-45pP(Wym9QPBw-T>7Mz+E~ld3FaAi-CJ^Zlf9!4I47nMB_Jv{=)z*%bC~b3Rofr
ztMf%Szn8bSkyR*Wnhr|P9pdWd^4HV5OXc78EAzpO4-MmRx7|FmZ;JMfljx3^8(peg
z*=bDZoEYw?Zel6xFXK5X5u{TJ_zCRnqjgobmgAj2@2Kn>YBk528j!&{dLv
zo1Q@`<@@Vj+~|n-XvD$g9?H)uuvayjFQFJ?B;j@Y0bBy?l_vhRPV#rX{;V
zJTQ(Yx3$rb9I%{^46pan>&eOSnS1`zfHFPLm^0_x!KGGZ|F-q6Ed41T!cBo8b6?aZ
zHOQLYsb8p%NweQ`{o#0(rBg;J84)0~ewR{GRymB)>M1*M>z^QSNKF_gUT2_t^udDY
zNYdIg#gcRoo;N1#BDZ}L2C#7z1GMGyY*A=GeCUksA1RLDf#EhqLW9G=8ES=z+hX&+
z3*Z0?5vmFYsU>3H58$8GbEqb`+L69j`gQk*2$1QEhRx37YgNs
zAzqf^DApIiO)*nf#MbgHA5C@6ReZZ)bN!0D13~CV9x&8U0)Kjq!QT$O-{x|37^mz*@Ejm90
z1un9E=Wh^#Pq7i}^Ny)sV(ZL#ES+}eWKktoU9eudbf(c>E>0S4;R~Q25^p<(ip>`NCPY
z{
z+cRP4cRO~~wI{1@wH^nWi=WTpc-V^)4q4{M?@N#WfL0eyat@H4pe()~Ii0$+`fnI{anCVBQIU$m3{lIJ?YzRdk(u~xv>OtN|oLruD6#|)ST
zp4o$wg3QK-WbTyn&6sZSh0dxi_E#yo!^zdxzB|;t+k*Pg>Ip?X)g{?HD)DTAnz)r(
z8nW7do0iLbK3cfd|Kie-j1`1SEgS`S*$o)L0Ot$w24TqDlpi(Ir&NE4Hn`p>_y4p2
zo?uTZfK&1a{B#XVER}
zPe3RyiJ{c7ZSlrL0x=5$+vPwei>2~!c(rJ8cOb>}yZG}kcpeaGv~KGGr-q9i7VnZe
zdQar|2m$D&OOcKT9>(!Tbwaw4Xx&{l3Dw`LvD*0<8+j!O51D2
zCh35$C!Rb*v42M3<$OTG3?J=JDs>{tnBNyj@{jSM$a;nQJtrJe03@8u*g#1h(ko&1
zL8F-qn-XJ9K`nTMqW~EH_;75IhP)f^6|Pw;8Rpf}@VevYw!VG(G+p-$*KBVS>rRY}
zG;wF^{}i%PF4Q=9#>-qIVnB6r}UWiEB|5qV7QrTtFbd`mI|9{AX6M84^!5luO)v1_GRkg8xD5pBQrzjZ;@q|$
zWh?QWhH&xO(^3-N;1MaMZoKi^ib`@DMTzC0z?MNi-{%J&mUNDG8S4zLxyWH>e91Bc
zxS&^KfFz@N7ub8@{egtOHBPuml|;HUaPq?|8mcd3lFkpST}u88o1LcJy0o`Bn(D}1
zNoO$KG#5I8wsL@^|0Uu2VddYjU#n3%vFvhlr+T+$(`fUr^S%a-9kT*nb>otxf*z~>
z$ssS4;YpCz#l`Wy&Rq?_*B)&C*w(8`dRXuMjvGI|e@|LjU+&Kor53b!BH$Ls^N%U+
zJ|u^THe9^9eryS!Ic>)qC?sz%x%MFW?J4TU^V8+0Zr*H&y$ru&H^Qd?i@SFAO;T^=
zRmf8*_(@^8Mju7#S~kq&%Xot37mu4GHh1qHwY;;}lpE$jM-HB3ulqxK0&c8^I9V8&H=uDZSVzj|?t^>NU!(Z9u;0yT<&
z44us=AZJOPc`IKzP5z0=;X{TDnZaIgIu+J7XSg=MIHdn%Uc0U(T`(-I9ebqPYvNkY
zi}8y$QY7dB6LAia2A;ZmHlr-#0)PXtK}*sa*REIi^;dzlp^59KpF@dg0M9J$C|+}V
zIL@57B+mVlrowz7qMG3XlD5d7erU;tq=l^ssJdCmC^GcI8utG7BwU0cP-wR$cU;$p
zt4$in2rQ^H!Tr&lS&k~-?=yi~h&<4L_+>2Q8pDUr>a0Fw^X%fb3%T{sy&UI*wt;XE
zk37RGZhHOox!?3~&+sJopk34TzQJ3=HE!(JVq|n*amO_F=sE-`Eo2Oq=06;F>9YCC{W?-}?wyQHr
zk9!?V6MjaD(qP-K+~Mr7yX`_34U9nr$#}h1d*^j{GLlPjpf{WkgIKcwK}rlq$ZQ`S
z>*Q+X#0k-}`3A^!I$R>PS9QRE!Ze?MAKe|~=D^9M`_>M;KCIxVU!B;63}#24Dq0I5
z9`NGA;#_R*!o0m>wsjpO-lRt@*3pTZ5R9~Uog~p;eHioxmv?s>@szl1F5mt?I=XBu
ze5N9%(bW~#KC5+_D;fm(toh?wk;yA4DY3)>OCtHWA)CF9Cn(Q1+o3_S^^e2tj>=&`
zZ{>CVTds{(?y51Pow;wg>kP#cg%qQXj2SmG^@NYLSY?Plg|B3
z)^`Rse{Q#^Ys>PrvKRWoxf>Zuh5Xxi=-$t=a&jWIs$1m4`>ANDgo4m>nsAoU1`9`^
zWjZoyAuCVXmDcE`a%J1U*Mrr3Bd>~_UI1YTy2gxdTb?8gx_fG{RqFcpT|s4dEnZr=
zd4%Da7H<3#=Z4$0yO}&`zsS_DFZOhGKT$lS&rV2~5hd0id}2@-#!uaOiJ)B-rF}PQ
znEYuFA9)j6GMTQ2M5d+hufZ&zO59ppISEUji0Pm-Nc8>N8NiR9Iu*=+?P&9_YcZ~~
zXf+sX6q*N@ju$>yEv-bu*$JQMWslkN((Sh%zP0|xVNcohe4V;8eZYpuijdy0;d^?T
z{R&=1k+R{HKO=N1hJ8BY09vWG*{W|7lH|
z@NaTeX0(q32xPlw@%nK!`s?9PsNs{zl@kfDA~h5NgK)OOP_zyxiW^j=y=k}bH14oH
zJ<)uj4w-KZ&-PK)`la`T$;BD1s)JNd#EJjSx0s0puz`%V!*c2*f(_4t$ZH@tk1p-G
zMhoR{+i&yfPJY}xqSPFCvJLu;gUi_CTyag;IHM17H`vUCiCak5v8G>cnR95tJ7abE
z0D)(lnNP8~&VWsekHT=f@QmTZL?Dz2W?&UO6V#b9CVb#RvB7%F<3y!_i(Y=T9s9Nn
zPvTL4=GW=eV_Gfkto!_CaN$H*{p6nn+4P`UPpNfVIM#0N|MO9_r#I#QtsQ2x^X)|^
zo6bAN1StK~R}Vg-kvh7MzszZ8n_V|myv!GcFMq%1_=PT^Uo)mIDLp^=&C?-kbpF-f
zIV2|ATYc~}#gyb(2?_x-QvSXqSrBqOAbeD1YvAYDF?nm17byG2o?Y}P?$)X1vUK0?
zJ{K#S@7T&zD_eT=8#6L@1J1=E%|I1q*6@l>e@-$EX#}Z!ImEvw`Iq+w>V)<
zPpueVWjF3#Zt33ry8}mnRq1Tq#*1J8=g#fc@N~I{De0&F8y@HFWKjV~#+C5_#)H08
zEcaiYpE0HK&9vKP{3aj_LjYGX80x;RciPU=0upCcLO47uAw-Ll7QUqW7t)@SeKkgi
z(=OMgOBc%>3mC5PfnXJJOUy!4e>uV_x|#fi0wEFQZIyWH=+QKHJF_T^1uhn~hHkE|
z1b$gXPWK!l@~9y+TYjduXJh3Nd5oqCmteUj${qgX)BOBKom90pJ&lK&Ff3iK^z9#@
zekpI%3M>4)z)W>NZSX
z>7SH8nfK~3I`=(Dtca3hjAq4g+@j%2omQHsC7}Ur`7l1c$Yn@mR8*%>v%4up(J?XW
z2wK=E|Jde8ztW!DZ)V>(f)#{M^YhTAvRAJn_&)7OLl@Jgl(|H}Ht3~(d^r)i>}Ao+
z)om@mVVb6J41}``ez}ylV{z)HaaWvh&`BE%Z=zpMuyBdJZ@T5-c!eCPYMITl
z0e&15kz_po>)oWhU1dwV|-(;$d*
zu`UAd7jK3q1GEAD91Q`+wLcN4{g`tGAQ#ALm8&gy8@dJh`6A>XL}lEp#3{uKyb
zsDvfU5?s4}z4PPg@;T3vhjyOTB(K)Ry3|#_HsK1!8J?sOC)7>6bVxztzC@yn}wZ1u=Se?yJe?E#LA-Y*&~0RefT2%8_iR8gCp_SM0Ymf4;6D
zZCWqqM=#+P^@<(vYA!A=VibspiFx{qFYMB9Adq@-}mtr62b
zt_*$U+w2aXC$_y}N}Prj7byqF+saX$-U%uqe8k&9i7JF<7K@@r;zJ0OA1(M_t
z`vXBmmP-0nYb(-vCe7{g&(;vBihR@MMVYlnrm7om5Rwn{LTD!h8;&E+zti>X4X9^E
zli7_r1h_90rH2qKlWfgMu&g5N=LZ-<#_%q$yx(>sc~~qGXcZZFtZWLMy|X#2JnGE~
zMppTfT_vlyqZOp%%4!uQzv`|OsLOQl8Rw%C%!R4^&Oj`~1&`LE^Y&UD^y|n@d#!RA
z#VI}JhAd5*ck7=qO3Gc=>5lez^*5+g)3V5cewnhx-%WZ4myD;*s);Q+2#FD)u%ebB
zG=jo0h^=*3Q|i0DS$@WU+1tDv(}UbJ4`g(Bpz;vezW@Qufw&6RO#P@mYB
z-su-xz&5{JdTAuhiZH;F+e)IU*!8N?zdynmnM8|FAYDmD-<4aW4$rx-XEN4kINuz%
zi$rzj9dyWSyK!-7mE6=welwa7r_S8K*AAUKeOj1?kw1a<2Xpr9i9Eu4g(djN)5#Wz
z7OxS8{A$SRahaN6IWBSLzdIYAKDEThaCrkctkXygL(e|Z+3>!L;Xpf=n29;|m>pU_
zc@u)aF`O%lVDzea+y3l}D7gWOEfe4eEA$3yg~<3q#>VD&Ia7s{`>W_J4ZItU9|){i
zo)drhvLfRe52Hv?xlhdqAB-c4-ano!5pGe`PHwW3I;uuTQmprGkqGw~7~EM+iM(e^
z6K~92*k(|s{~1q(h%{~20z*y5pvDhBn|Q{8z9#$l5}hQvGU1g+ZrXYOEG@uSk(Mir
zYN#pg{U@7WUdL0#ui>o9LiZfuYvM*Hu3knUIqpRCIn-iStP_;R09%S9Gb(F
zU$+0sne^<3M0IZ32f48lQO~7KGhlcxF${~750?r5UUYf(R@GoIa=Sl`HG!@J8aoZe
z;Jj(=8)X}9J*AgXi*^PyUcGvi+j^{w>7RU0tr-Qc*KXd?<6wJ%MS~Ow%B1)A
z$K$=E=ii#V^7k}%cU>X*Uh~pWWLY9S4^Rj7J>W3Ut8Db#D|2cczVy3J3Yahf(lS5D
z%QK_ATu;<=v0Fa37}T^e;z-6j4)z5U{i@IgQU`ip6%ab+ik!?MUVuZhw#4nR;vPeW#e+HiK%*r
z<@pg14X-~~+k0zf*NNTdRb_^@$<6H-CO_3<*4Zxc>S^9B`C7YQ$`)@hIC3Ymqt!^s
z(HNbhvHHr=*Kk
z!-Sv$VBMdyKkAf8X(5(X0V39Jj5>OhR_l@U{i(M^D?&eDwkq3V2eEHD
z0NnR2{szPIiMKwLmnJMEA
z@owvwX#b)FIr4oyeV$y3;eA*b{}7?sV^NhocMP?~d84JAtgJs-$+>4sbP9agREJ<`d02SjA1s*CdP;SK>>Sd(|1SM
zQUS@c%08HH(I|)Mn2~yytmnVmPg+)7S@Wi-ygY2=onIZ0H-YVn1E0HMn2t`6x(w7(
zY57ME5a-PH`6{qf9xlZhohJV$$9)XDTXrzpw}5!%`77lvHFA>XvC6NfUz<$6afnxW
zuj{?tBf%S~q!$*B!(goiuHf9MgO5s*sI``sZ=hVb&vK5du{8Z}{$oRx*`!WGnB*Bt6
zP|hSKZWoG``a8`dVwzEDH3G1f@F7D(X2i|MT$1$cH^LajqFym2&+}yhOf1f%n+Z`8379m?N!|m$DW)ztbA#+Zc5E(xni8>iO+NUwjvD(MAQy59{;GIT
z9`v;u9Jz0ejf3&fyE;3oYZM!@@KaADePP57qkhNIyG4~(RMe2Y0y}mu|1+B
zrlyl%Z_A*3vr%L9~MT-*u8-T`eW}-zA2D$3%>8-ko
zibTd9VpebgpRD_H&ux*m5)1EUnyG%5lgI{Sw2fR-R&o{7T{IoX`;Q;@Q4-U>J^E{v
zon7(gEyed9Jqn|8RrAfHa9u{z?eeu0t!(?&m#24}jgN|oMZh;RXsj4=t1CRx6X}DO
zkyXI*oB4y@
z9Dn!uvpI(beSs+-oF_DM#K97RbG3DKcX89t;>{r-7%ng^-Dmuo7sojVG-xM~=?dXR
zuU@^NzBG}okxNaI?o_m7rG+%F|RG~&zt@!8cnO>&%uD>)@4LCyD<
zKhJm=JS)PW<|osT{Op~T7!UUW`gWX!F^B1L536cwILetpLN;D_e9x(#`M!~2o9yGl
z8dW%}6TINXz$Fg}XrNQ}{8Dyts)95E3JpmLtrL6hhepksN*MXOs;c8xbQKq%gaiTg
zy5+k?vGyy5E)5OW)vH%kR`SO41|sD-4Wxn>W;R(4jX9Ir_R!!=qnvu85AP}?qt2_K
zu{qgMEERNcbS#D;au$Nyl`H4bS>k#pquAKaO;!;xB`zQPf>U#bXvRnAn*lgg%srBB
z{doI-F-1&zk+HFA!=h$!@oKW{l`(gVZo%som4D_}g=Z<3o?bLuc!e=$Z7Mo-_jTi8
zR%twVzy74X)}7YdAbiMYmmXe0Kgbdv(05
ztn6)7W?)*+J)hmXoO)$e
z63i;+smlP!l4E%uhy=w3M(dr9r*2^WKQL7hWB{jm+MgA?efIC;0UFU6Zs*+-R#FP8
z2zske`#F$oibMH53I~1J24kyRQTX!j>JdifO2*^$^`AUSc$VffUNBDxC8B0!=e%xz
zYvcU#o8dxkaiTtP(|6$qNTrcJ_`I<|Wy+qoQA(zpy9a;Y@>)u#dvMn4#?bQeW$@;g
zuQkL6t|NMB&Y@BMvNvKeoDp)1JUf#!BTNARCcWWMmId6V_ZIss4qaH};XUwu_Z{V<
zzbtJ?HXPV7PABc6`QP`d>MrWG)_Is69Y5OUyz)8G2E8}1^Amg0M8E_zq?Bh!Y0Tln
z!V$&R0b`1o5VXPMc0%Z&lkt;G1B#4jrZ`68tgyy00M3Pgqw{4EPAda_fo`YMXzdnF
ziR$fh<2v;Fl_~rG`*dt66o@AQ#u@wO1n_T=_DZ;m@?MW1@Qg4fk+{rT@P@n(k;(=5-iPX(B{lJdS6h
zC$_h25JM?tkKRSZ^&qSkAg{Ptx5j!OIp+P!-1e7&XNJ33dr@Jb1p10`rMpR)sn{K#
z9G-Siaf)KX$F&9peJ}WDzg}x_WFm+RCAb(P?4f_Q|JsD0?f0KQ#dJG0QA_@b!$U9f
zBb5QbTBV#_&V|IDdE%;i^jP0B`#w_8DAJ8kUKWIi^Xn(C4*H~HyyaIUKu--*w^?ai
zpch@cAw-R$A{L!Jsvg|9B7O@4hvTy88t6fkdiI>miw%kR{3Fe>;m5>zF;f+S2L3QO
zruEWg!pk(DgDj?;V|MS0la*CJp|t{D=TXA(s)gYDB&3-`b
ztJvsG3Lo3u25)Zpb=lN89tdL(a0BO5aY3-Lx`wD0gV=`kdS#wyGlt>?!S!8*Vc6^$EH!S9kYB=&~Z*u%RJ`e4`22d(LKUGmSxs
z7SG?W)7MWL`=i^00TH$t9j)*wXVvryP!~mr5oiGbL^oB#{acTr@+FI9Sp|1}t$|hb
z;6oL$8YS~~BFdUzWK?3I+ucnf>5x3r%yiNC$}LmSWNE@1a{qWDkNd+SR3g>FU|Gd&
zoq|>E?D_MFTs3@h%^NG`61jgI9Rht0!-%E|?*-fON*FIgXOzX2Dkb#Z?mu;G&ZkYC
z&)y6$8VF$=<1If{K-oM+C^9nub1mi?J~raB8Rsn*q9xZFG9KX`bP0U
zloe1%-_HHwWM^slukz%MnYQEaMXW36`o;Ti6@;&_pzQ!{CQ`xDRQexc(jhqydxuSR<}8vzz1Wk55wj?{f!~^h(n`1Iag@
zpc)Gj1DiiTIk@Y=>$UP~12f*>-Opb*y6|YyvFh2K{kgC->=O6#(hTkyn%|*fet?hJ
zi?3DHA9*R9RHkXrUX;3CoqITDka3Truis|4OP_Muyxig_CkL`m3-5oEa;(~b{3W948SiP738P+{(j$=*F-(hVkYcpS<&a7;;Ar(=;j34KMOg$
zqvM%(=O^{6`|pn*iZ*_ZXnPT%7V#lgHr7yDq$CCZ{pj6K$;qQ)y^=BC(01K1;~mip
uN|$tQHdxy~vqpBxh%+D78nkA$OQesD2|92>`@4jHW=@@Jc44wj!2bc)vBJp!

literal 86736
zcmeFZc|4cv+cx?wiY8K|6iO-?qJfGcB11}K$~>fuDVgU6DMLkuW+L+}GS8u?P=?G>
zGG)k+nfJI@>wVsL@BMl9@a(<+dVSXOd)6}C-}}C<^E%JtJdWeM@0~j2zjY6^w2
zPF6-zi9(@Hrcjov)2_sKtbVbx;QvuymylJa#g{Yf#k=_LRaa#$T&Gaz^~wJ&ix!JA
zp-{F{WF^Iw?VtZ{bx>EXTc8=9V69(vk%>uBlJT6Dgq8HgYej-BSEW{Pr@KbRbOq5q
zX4;qO9l0wrqSI^BCDZ6oWjzVg%$57P_JzLZZfR#fc5wga}Rb$XLUOd
zKH<@wvi_WPlgo?a?!RA$0wi0Pt!Mb>OXc<|UXFjhz8K5v{ri2tQ-;gE|NEb?Y*d&0
z=j(ONx_*j
zNAUCKYw@G^?`3Q}B_t)4;|}%fhGOrOjc#s_Hj=mT(R^83t8Cty%@pE1vTE(xwY9AG
zn`AlttqQWOdzJcsm{q*_lX|cI;luSZoEx4C+sGN^MIK+EROh=mjSaQ4i;IiDudF<8
zcLbMAKc%@CdWz%P+19drtDf;`zBR7p|A5~S5D+N*`QcF=t5;cadb&qJL4lG(_$lA{
z8NJ$Qp$%trUB;PyeSC83&bqDj_U%aq_3;;a+VVu|6Er=0zedH0Y~$bv(x
zHOh&a8CUSpr471npU8#sQZhXr-n|>W(&*yF6C8fqw{NEe@6#?06~Co-T
zS<(D7-C^{S^*|F-P*BiAxrpSH6!8#Im-Vcy3AKO!4m3YL=5XNm@86+GNe{AZ`islU
zX+C`T(DgZvTTxMQy%fVv>HEsDamG9^V&6PX)XDR@_M@z*sfoqW(J}e$+p@_&Kducl
z2?iQozI@s6^Yf!ut*vh>b9-cE9i1NQz4fE~0Z%%glc=(l)dBoB)%o-1A3u4b-&6f6
z)24qDrDJ-$fAf9=YF<7*eLX#jf`Y>ApK|uPr;qw%6cjvTV)pX#@&{?;7TP6bjohd-sVpCwf&?
zRV*tWiV6osap&lAN{J_Zd0m{E-@}LJzPoHdG$dw{d>FmybyQTiSwo_6^IJaA$quU7
z(JHZT>1NE+e+RsW@@MGqcflER_~w4gwquz&IffmDHv|qIEb-lX`08+n_%>1J&7O3u
zH#0IazHIKY@LNq!UtSX~{pYjDP^k0+w)dYu-+A?FhpJk-Cw_MW@1RXJ>MnnP&q!{Lz3f0
zTwI)z_SLJ&O3%Z%4EpO6Ci{~L^o)(U_!Z>jB&uE>_j~k+ik+SP$kC%a`1sZ}zqL3i
zFTeIatH>S1VP*4WBcr0aIwlhnlb&xWJMYl3deP9cZ5I}1$#a@0Lu?A@7gI+(_V@Qs
zHm>2Yx3||TzP)Pl#{;osw*}YdVs32Yb|wZ}YhqP+CTC`F$f#!i4xCKV$qVRAkiT?k
zw~$5C?Hs$I;&<<;2bwdaah3v_1TC5vv08l2E-w2W$BdsJbJ(Dvp+Rw{7n@xl%&&V2
zH=k`cq|=q+Hr2)KJk=H4Qy0g)Tj8ZooLZ6rp8beTAEWDZ?;a0oQ$HYq{s?~{TAWlc?}d!@zS;6y^0G&}&)h^XIy*b#tZKIuxUt8?#N74r
zDyCs~rW`zYkeY^OCpY)%!&h2P$jIECb=1^sUTqj6WWhqW?T9;aL2-L~LCfE+xxC8v
z?@x4pe)0Y1&)bECClFqS3-fcs!^0;eB$nfJ(coG>EP|^aupKY{{6eHA!%|l(%SuY$
z$k3)+DiS$MJ=Z?v%dw3J(fyJr%(44>dwavS)8e1bk53LV_4z+~B*n_gT7&&}9{G7M
z_n3%?rt?^jpOS8dW&5VBLgrj=%^Q_s&aS7f`TF(zE8ZhV)ETM84;?tL;k=SkK;jcI
zw|p+zo0BEC
zS9iBJa#C1$xM75a5q6q$_08?s+1VB4TzmI2Xr>wOz{UR{g`PJqFl*SSxSl#i%6pT6
ztn9s9XM_=X;McN`7@KtS990e>!;FuOz4P%|>)@cJ^?de;{WTxEb{94BX!u#d?8s@4
z>?*MZEqnv(X%sl5DD>G|_w(n^ov05gI-}n`*}ZOVzkB`HM+PZH#_+H(N%8gX*p53Y
zJG7)uWZDjBcw|3*ycsu9)7GY=&t_EBAF%g4V}-Z3ch~5KjT?9J+g-cHFg`wBiUYvq
zyU^Lru2N;9^4>t$VdQniG|sO#u8!z<7#uh!qT6=a*ua3pb-0LTwGH-^X@&Uus58$Z
z58R3U?EMjE2Olm;PyfKQ{V*zAzdHd`VJw_8M)la$j~_lL#!gI3FyoI7TefLM%!^L<
z?8Ke@L3v!=#k4CqQXwQUH3>n-U1!%*E&jVD>kWAV@+%dAJYig3q!LNt`R;Ap!#(zj
zd%vE({*I=`MwO@b!dE-oE8e~Q=*7fC7U0{rZ>wjpAhXB{v4Izl+WvkV9Ui_@2p_v6
zCg|bA?FyzboxgtV#?C2ZGBGmVUAb~)SV~F?YDP@0C>NIuS?*-L8@cj9Exm1dIZ89<
zqt4#LO4!=kuKuuEk+BqEbr=7A-n)0NGhF(?yUSHC@1e4VB_$;x
zB#li>_Rh~uw97U8MC4%S!X!Bu)RJ`gSXfxR#`_zXhuZQqyRI2c^mKHDrnZ%ooZPXW
z^YlX@^Ka*P_w7?P4SDipFCyyNO?Lz@IZS0`krflCB_+p%zi*Nt*rTJfGt8`AKTp)w7W9i+x-5fXygDuu{}_(tNW1A<;y=>vaUZC
zG~1M$n@gdHEzBPLJupC050!gvE{9>6Pf=f897z)2OFT^HI{Z9wR^8ldKQ2Cwi#Q28u+kbZhmHnQc-|<
zt-#62xqa8J6<4lY$#kANFfuYyouGO6@zbZ==@TO(#l;?L{QUjHl+|pvhWQ}hQ3@Ly
zFPNA;{e8v`=_7HB%_wM}cI@z6vt@yAPml5B^t1t%T|L`+ZxEkmWc4Wp1^OJ@0SRRB
z{YDjxKs3LbGw887Nh6sD@R8h=t*x!sMt;h^e*HSsX<{(bs%!Oug9r63E&0Xl`lP0(
zr)5r`e&jaP-R+4$DE#nY6~K%nD#Z7`zSXBsSDKbz*sAPuC$*{pps%<4h9rl0p5r*9
zXnXLJ;M9+wK6SYrMo-dqXtA-WyE)=I6`WVZiwvmq78PghR-v^BP*M+`3Yx7vdGaJ~
z@Lg%?cOX$NF0Sa2Z(Vu2&PYqsBqk;vah*NFChC0mYm`EGX69yOz!Tn^`1Fj7JW!Mk
zJKx{Rn
ze@i~Kc;TDNRotxSgSggL9Z%fx
zXFg~&Q0ch;6%D1SsVT6YiHRv@Tb%IjGf!_LQE-Tg>KNtaZuo3wYkm=1bbyg
zDo>0C)&t52S;NH78M)e~=eA33nKF_oWpQaqtp6A5u-pQW^2w&aMAPtnbjg^(D
zX#w|s#9`!OdfC3Ahb9!jWEz4Iuv9+)Lhzfx>^BFyx;y}v!jqHN|M~OBxGt8d4+*Q+
ze#1R#B!$x2nDc)+il`8tdMJ))pmLb_eMM2m}yA3lCed;0Wgt<0;-
z7CVd2FEj_P#ZI?W&Tl(#krue=eAj&WeOB)j!*UK0k*$|MKQEe}n@KVGy4&8#>BpCd
z(<+WSf{m4*y@5$0ox9kOl%JiNI{ppIGgjfcFlYDk=TEM{kR#WYQ>qiSMI0IdVmp5R
zd>xRBWfYf?knkFcZLXA^VvxqFuukHMYilFSWEz2AOV?{`!B
z8erK>*EwM<0BxxCnw=E1S$%;+B>?fLk6l-ic=qls!Wv)u`}+c~dNKu#lTzd7($W=_
z^~}sssXD6r%({DeXk(PU(8+nISa+p2Froskp%i}pd^TnfFyXP7o2W*b@eQEj!kQX}
zqN1WBF4NZO<@X*uP|M;TEbY!msTB|ultPtyDdwg#a7|ubz8YA>98hR}e%^j|GNt(X
zE~jS(Mm%FWoH>b^nVC)d>uw_nmh86s64UbaXkq;KcpIc>7$93tke
zWjh`EinVOV)OFg@OwJR0lkZ5wHCHOa$w>_?$&?r!n`k@GR0P53t4lS+1bTdfmN$keao>+l4yN--09)NhZJdP>8Udp`Vd!{AD^EV
z03LT_AMJjnonyNhr@`9V`YOuU>xc+_9IhkQJ?DH&BO)SJp#OUJ?j6NlVtHj**~(8(
z1xt|DUnL}H5Aqiqsih-|i$8r@hcfEv?Y-vdA(NZ4v(DR&J2Il?-F)!ifwR#QJU^NS
z8cRz{LKNWRN;NI>R!~tCV}nxL`5#l__iDtgzAKR6^KGtIdU2OY=zJQ#MKdjBI21r2bUVrXb+-k2)&y$QMa
zU3s}7ZdOK4?xv?F4aw*zTgROKt~INV7YC^4_AQ9?@bvsKGgRRD?Ag|T8hWj4>s4a&
zlRG69-{A)j{B}xnYi-=T`7W@UK2j>_1}UKy&2N$7%TYYO4-N6Vsm6vWgor-gZ@7|<
zUDO8|sk15F>|2H<`)j4WK)0`}g}AtA(KM(RxE`lt6{bclR@c=0fkcyuI*v~K7JtF)
z1~eSh6daAsHhs0?NQ5=7WjA8GCnxPW_v{IGnfcq(_$DfM2w`e~?u=|0TG2Hz%BwXs
zH6y6oyb<%;{bU3#f8Iv=t4o(IQQRFyf2lao>8PNAI29!0+BjN?8hPmDw2r$B^4Bj}
z1qA{nsg^H)cRG0AJ@6P|Po6w6MjK_@Uw>w{H!4I~hnb0Km#~P4_nkX;!VnBcF1}y?
z2T;KPtqzx;%sT=#)0nBn$HvB#xpMGOV=(`G5r(K0a)&?0)HWNyOJ^RZwH
zPMtaxcI(!yp8kHGEA9E(&hxVl9)BtkLZ@r%>o?(~$DMQSe76c<7asy>$>jpJZ2zG{
z%HN-&P22@>nOT)?f19+
zEqP9A`fIk-EchcxL4oW%c5EBa#y=F`&C7&it}!z!y14?xU{*LbMs6l}xy1U2iBM!H~
zrH`9!JjK(|o5fzk`mH!OeJk9kGKjym3dO*OiAS|oSv`sG^U0XQ`fMYkqt^zju0O1Q
zB%z=%6fv`kp03=ddJDgci@5l*k-_d)FV2gk=cV)k460{2?2>POQvANQCt~^t%QeP4
z(cj}=_W!)twY^_!Q{?>+FYuSS)?!IvyMHaSPtU5p?Le87e?R<$D`M3sCHLs{B8N%l
z?l8vg@487dRi~%bG&ERdXJ>yFJoxg=liX{n?p;k#bIi=a!GqpsY
zefaE|cT`nK@%tv)=`Xt^t`&5M5gqd#t0|oCT1a_3C$QDOV3%=gwxGGWIr&}1jkvESE#u;26zAO+C*=da
z;FjB-XLTH#^}ep?H9DNsFxS0n@A(F|(1@n;#Z6sY=>Jqy@GC>64#+-PP5aza>A9zy
z1O14q9W6`Ihp)1&JB-(UmfHKdq~Hj1#1VS@v(Tv(&`CZ`d~6y!dT7(eP5=DBV0oM}
zPm*dMow(uEeR9{>=1a4O;`iX|EPwf)v;3MEOU^tUy8cKA|~cHPEAc^
z+IF$LzM$08+Z)4o|K`o*KU=F#vJMEFI(-^OMf)>3Zy4}8csu_=1-_-7bltR1E7RSR
zo}Ih4F6KPV-@kuN?=8tM0Z>v*uLB(%IdUXgWG#nMl(7vBWtMU7QN;-Il)$}3o#pio
zs50q(3As&gEw+MbjrnDK_pTf=b5T{*gSeA87s&9m8`WRiqMqCaNs(Q${hu?iuJr%n
z5-*(!28REQG}JC3!@>uUEF~q?M;ESzOd+s;KhB+H0Fr!RW#t-xNm@EORl6f98#ZhJ
zHM?p1zI}A)H2UZ~7x%Ttw}g6=N&N5M=H}mWmtB~;&_@@c6*(RGSirTIXHN>Je+Bc&
zmw?h(IJbyvhs2k%j)3c|z2vD=LCt5^-(C=i^}@&RK=$+V^V=-unyZwzopywO=?P;U
zHnyZ@Zs5jm@nUmX2%s=f*9H&VYUW|BVh^iYi7wc0a5Klk!C
zevLW5htzzV{`xuol34!{gO}jgPx-QVl=*I5DF0_E<}69{ycB1p+WdqiMr3W^$V0X8
zxlbWt1*c}dN``T9&rWfm64TIlE*yBx&BK2QP)%K39csgp{x&z%v13p&>B-obH5zX8
zCCkCzC`UW}cedPu=qaxT-}~((Jt5koH3aThwrx9j`Lm?0?c0iLD0#kn&qo%vwXp&A
zqPIT*PBi)IcL@($^ihCB+%v-y6P}VBe&t&>Y*>yOKq&-S2l?lx?z6*|E6-)CC_&sn
zIgBYFd}vGNHHZRtUcO|DPe|C0HP*_pJriRgBSQ;i;_S;~_fVulQ8NV&9lGt|v4X6K
z+x(QY(MSFfP?man+bIxAPVD%VIT{<&ZIjh$h+DXi?ct^j;P+
zEL#gY>4dH>dxA!KF#t@3?`4$h;ju9y3;-lOfBt;9lvy_vPbD{T5_z2PEuE`*!y4pK
zPyP&Kv==utFryxq0g%4}B&AG3>A5yFVs!h?9q#ABOyGgQ>0rh6fLx>1lGv2apHG2k
z^{%Xp10*02m0yO!*|T>tG7f`u0DXBM2w=zI!^}V-lE6DysHpYlr7nvFCX9}aVZnt|
z6SY=BCt1sKNJggtuzB^2{Qo&E&g09DE}L{2P-d_tL>5X0gZVl#k^{^Ox(B8+hnFv3
zu6OCu9dL@cI4#($k?h##E?z_4nDu?qks^LRKuE
zkFdk5kk42o7^Sdku`Q9i1LgLc)$>kG0JM~X%y!2a*a4)f>pHcIa9aQ*#W>Yy_($Ge
zyLOFs-8w0(1jE*?Yk*rETCrvf>({$?bm;MFzFkYf>eK4#>RvQ5`VQu{1d+^S5Ytx?
zf%y0_I7kPO>aaX6R&%$M;ycv%hmRiJ0*cnJjaD4V1}^v6c60-RtrQGaOu(ctYBbnv
zA`Un-0#_#+meZjHDQsxSC{8JVz)r8o*tIGi#IwrYOHa`0%0E4{3MX|W6+);!0-Hn@
z2s&h;pZC(x+J}K~Qcp8x0N&hFup4AOkFnd6)t3-$uvQ@xo5Q&P-XBNd|3$JLGz3M6px!ro79+y({M8kk{O+KW26R-p
zk`xu?iRSDT5Y^)YMyrtruwb5$CV0|L%gdANfU;NF{b2Q)HH5Iacu&jN*%v`MV^Z?)zk-FL7||<5Zo4XfQE)#G!S9J}I3bl$n88tO#kOP7&B8z+D7l~xtBY4Tu
z@&TS}JI?pnvu8o=1uH#+wDl@8Q@!g|&w-oUx9{0Q11$f(qGI{Er;;^{skeRs|0~y5
zRv4uO8)12rBNMcz!;^$pl?1D_9lZcN%v68eZC-0WkGJM89uN#mXiEyWus6sWeD&Cr
z@!gh80XCEsMLcek%9F%~KIe1AhXdNY3!TwOfF7zb#^NCcB2_18E>}%c`Tb>AGdrA5o3oeRp_yXxud7&
zE{+(ofW|9rbkxI>e+*}*xEV?MdzyXB}hnPEYF2=zZLYwB@L2BG@TFceb(?f{3
zUCXfh47puZv7~L|B*uZ9Yz>N_6v^%k(&`vzDbLuiB=IZ7@aom8uKWng;f^Bv
z{)7w)1*!sJ2holC0~GfA_8t-?OurfJA{NbQ3#a-KoV{@)CMm2P(IpI>%Q7mfPNsXOCT)yK=E?WB9@8!
z+m0>=8|AZk|8m6Lk?X(K9yoBIA|!ghl`=#@Y%6`_tpyd3`XM;vWe
z#fuQ|C*k04iN+48kt_w8)*o110U@C>uxmPwgFIi;&D1t;-mC`>7Zt*9Hgpz5mP)~q+?id*G#ajOWQ3iHJ+S&OSsS@b6c>XLwl9-JEiGP5NVnwI}
zO@;S~udg_6ti7K4TVvz*gp9Ugh!6}LHxdPSwtZnPL?VZ%tjN9PH>hZmt-9poUkEc%
z1g`&*N1->Ui&c@4kvRc@SpLizX!gF)mkdzHR?p?m{cV@qW;CH^GX3d0toh>K95OxIKP}lP5`igs3FGo*Hru
zU0GQfzo4qrKxMxr7^0r$4F38g-3O>YJ9v23Y}&L5wu>TgrQf@|)drkkRKS-btH2E@
zmeY_309fB=`+FSw86&bSP=5T(tMKsAin)M*0OhO!X?B;}pz)$xrkOLoeIN{DU0r&`
zk3&~lHiMr`P-@2F5$0O13-I->kB>69Wqte>I<{lcsr*p=th!5zie6RlB;34pi(%Wg
z_|(t!^=~z<(^1;m+J^uBO{`aE^7VW9Qs;`c!)2FcCqR$Yz!b5XW7pCxj*?rfL@L@?
zrf}|CVx$Qey|!5HkMo)x|NMmEKeKejFPuQHdg;?s4|sBl
z3kxa8US(MHSZfPa)lIwQA5%cEW8;djmB;|+8~FlqD1LKHHkSNMN~(ozXhn0
zkX^ueN*m2V9rHyuUV;JwMr89L<8vOC3QJ23Y1>3zZ;l4$r4;8WD<4*oO(?B5gMv1p
z6nR3HQM1>Um0dMGG4y~{#8$5&U@w&M{e$fVpqJb6_WRN;u@2K9}NX~owo*E=~n5||1~cniXWBo`1Fj#=ZE`&DI}-Z4DP4x
z3P2pd6#JbguL4VjMn}_9hJSw8xJ|@%t*fi+2v7$(8YmBU@84JLo5A^4Pcc{##IH*S
zozbd%=vzwoF^3hD`}gldfbgskU2HXxZA_^)s;5I~zJB%U)pIhu%TB=dLJ7Ds7uTZ!
zb}C{72xvQywpyarG74cPt3t%2p%OAR_4f1-jj`*=1$MXD{h%+a;SUNl3=RnBcpx@^
zuJ63iJcwqV1ahmTh?{ySGn@@tWOTYoy?~MNPxS+1CE^%T+)&V$o+?&pW`@RR
z!F6h+3;M`@1QL&LPM9cehf!2?(3Va%w3e(+oTGWIj
zr5TteknZ(oC;uQ9#dr1e*zEL^=|FdsnRx{E!CiaKK6i)L?VoHkc$M6E&#oAa&40j+
z^W?hwv>lVzt4oDo^Bs-?`{}X0eYG(=`4`3;beB=k*>vgj|Nc!1-rX=9HpWCj^pdx3
zQBgvHQ4y@CU|m8^*=?zY3Qv@DGy#-{PoCUErq=({S-NO=u?NLg3NK!=WxFV{2R3IV
z6a%>dB5M%c2gG#UbKkzbTwH~g-L5CE=wC^=Kgzw+b}T9
zB^e@W)_t+^;2
zNCu>)!E!_k`kCT>@7^jn6aEUC4Yhd^x`0#48Rq62lXoNpx=PYtz#MS)H8*KR5l7D3_pdoPL^75wpF3lJ&sK
z%-rJ}O6z(S7C0_yfF8zvH*Q2XTm(dO4In2Mo;dZ4D=#WuclOJ%-lN{lPqrB3uNc`^
z6j{=D!x>XFH#1Qaf8n5cTkaOZTzvBvboy%!sb$5MEn846mz{fhqOT?EAbQ(j)OA8|
zVBOYBDfX_7M}Vux}^
z?@LU1vb){|5DRl#n4kRlNP&P*P^_=SZ>=1;*y1Lxpi4ikG`C=$+s7rL=sPxwKAQsy
zqL7dfS!QADp3vG~=s+QH%li6E6v#75*?68aQI&(pvObrVTuGqeSwKPv(^4;3u1
zAwNFKV4xN^F}e$b0f^^QKARU+bHGGGE4a>2UH;bG%#&u(kjRSVS&6d;Tk4Nzmia|a
zLwTOqbY+&1*py`?$K&*zfPsOWTLS1w$br5<5%}Z(Mx4I_ZZME7);2cisN)VGv!ck~
z_4QTZesKT(Dg2$jfdL>JRhmWfCj1Q&Q@qt$(&YgW*F-Dsl!;JEGjH4gkSLAwkUn&I
z^w+1JrgR>N$>6s24GnLJx=a&8-icmSQP_UL0l}w0wc(!RJk$F1+lRUVEg@M#P@#et
zNQ|mzRtzC=aX&f-i2P87lc;j20yS?fGyysbzkc1gY}vBmk&)#T!n*i4Abu#s@>V=y
z^r4e?YrD7MJ`e%KPN&Q*^`p#}RLNs5(`g#lgI~PxJ$n5Y5uBA`7||&8e2t<9JCRs@
z1&9G3^;py;yTTP#2*QlufN{Ir5wZR49u>6*coL68>@bKUiLOx&Bq(S!XdAxgO|;!g
zPZvx}Pfszb+~i?PjB_Y|aB2{(Fzre!3)=jywr;Ta)k(Ty$lpqOU+G>!|v*i47aybeldWOm=g=9>B08~
zIt>QMU%dFb;$-TXGiP9fJB8jq<;yiKZEa#E9hj`xx|ITMt?M35EGyui{rv1vuxKmx
z?1@_4oNqs0hmr}~$V#9m(hneDhe|i!XF@SN?pAwpc=2fjPh8>;_2*k>gD23
zPY%+c?dbUuu?Dy1hkYTY7G!PU4DQ1__S^I+6Wz4Xec5IKJxW?y8gX}1B0dNLTEWHn
zzPY)nNp)(zqS=)o@|{3VV4~c?;#Dj!?`eT=Y{4E
z_UKpOdypSJ@L{msF)%XTCMFZCj-1PJ)On!NQ!j*V1kAq)5RjRK(hlF(Dq^|l?bV0%
z3pM+Mwe=yKDR80!S6YsE%#+3dsS#xD+HFVHBlb_4nsUSD*7-;1?
zZy}mB4vb$&$b;Lrsc+xD-GPF41g5y++xeLM@Qk7mKNfvB39wYhfFr0Dy#H%
zFXf%5_h97{e6)+z30B^Oe)0s^`>k8I&i-w-B&o&y%fMYU(PaRI4MmgL5o%Qj!~A$yi9lC|VX-N4
zVpKp##K#5Gdr_{#DEELNXfM+D;_1mAdW?{y0R)cjar4Lr
zm$;TfxcXe)|A~4_e5m|rS73djwm0cw$84bI5(J84s3gPq0XNZ!6J7$BKA*zy8FZVd
zmZf1*-i#a6|95Pp$76`t>$h$5L6P`Si8dnOB^8BOU7)sbDfm=;d?CUNw=9kUOL0j_
zR~N|CQy^0UrgxCeDXf7iWBrDhMuZTB;tP~kZ-bjyPWkxku)@pS>Uq*9X+)&}AQABIlj6QK@CIQ3
zKbh9O8?3G`xOn%(s>D$!#6cpX^I@Hc-?hMK%yfRW5_Kq8MqiL+GE;Ps}zkF
z5SoVQskvts`%8{b
zV;R^GqY!@J1A-;cDmZQC|N
z2Y`qEkkp*-A|fXz2i=om9t+9UV3T
zLPnn0+1aVdO)j?CHT^e83V4&6T8#636)ljd_8yVprizN#7FW=xzVY$#RvXn*MJryK
zD68IDxh|IJ>qu9nJ`y|v4jRl3Uf#9fD2YIXAO;+J!#(~eFwlcESg7m>q?-i=V(>!3
zn?r^G;73hup~{Whdi_ka@jL;)(C}ApR1b6sN_DEJs8Hf!7jr!(I`jJ=y0?uuz01#K
zbC89BW)PGCClfX0nEfzi%_d&1!*nW_omGTFVmDl&gn~46;|F0plKKzb+RGQqUj{~>
z3J!Ldvj`CYNMigoaviC6sBZ|__w8jGe~(7@c0XAJn1^V{iF*Ry4TUSuB=JD1%9&KY
zyKp|LrA^DKf@?b-IFA2KP?cXY2}+@(heqxRE205NKG-0(V@TzE*WsP6qn{3sWE?~S
zGXR&Po~*ZwFh^J0{J6VV({uvAE$cugl(XUAeP2hpaaQH+@-wQsZO*|H7mx%u;V9l|q7LAAzID0ui?z+fuBe+DQEn9w|vh<*CR*oXhXX
zp2lFeJb2ttf^XqG|G;<1AVxr6+{~up)c-?gAXieumoG|B1pG?rDUfbdVnrNAex5Gf
z>6D}6U|8`szBSk3e9XS1N3)9aRX%+MOY4CEF9MTPTt%V4`$rl^kn2<2VX5GUDFLp(
zj08<#AT1^vs}g2VJR=ZVC!|-+MK~n3Mk__iW1VM0aQHmN4b0zN5yC
zskYTrKPyz
z6FTvokrA{o&Lbc8fX&5x&6S8BG?;9A{hAtNrqU5juH(nGU3+X*U;*p|0+#E73`}}$
zYVn659@GJBeXa}hF0hC5Xzvtxa5^Z{@2K72^DjHPRd$I;&VvZ$?iaD?qYfQAHBrN
zW*lmy0pJRu$K97v1vH%r5oN{W(XL&q{DhPE|FW)kbNh~~$UhTWw_JRsM3jUe!8Fk<5R)Yy^a*4vATZ!`>$Vj5Qrr(l@b-n
z)m8L9+i@>6zD3Y9LH>;VMUx{5Gbb4mJAC*s&{a`m;})uwYYU<4B}0>P#$?!CZ|{?6
zNUi|^&61%!bivRwFAN;LQWLfU$TJ0GFS0@*423th>mj|9NjI!&O`ek-r0~@s_HG0H
zlOs?1GSV8|zrQbI2w9AL8UdXc?;=PUW<4rQ2$h4=i(}LU&D{CpN6Mv7EI6b^B_&iC
zN|6NWBYK6PS$(u~PAAMu`sU`ur$aa}R9wF#As!x_XXJBOEU1Y=9J(vvY#*?TodT@G
z6&c_^!&j_=sUVapl8Mn3-+=p?4DLYNgbkQT8)RPq0@p($rEETOb^Fu9miGZkzRymL
zUbVF?135qlDm}n!?vO>(A0gD?410*tOdwSxA{vAsPKsM#$mPYN`-PWy8hGBTxu|Dk
z*I8>pjRgoM_ldK+9<261ga+7_#|JOdfy-h{T(xG+NidbkSOwCeS`X#YvqA1*nkLQJxfP^O03T4N99Vv$p5?+`@@PdPW2UII~
zlL0NgvX98X3Ynn#R>6{7KuJrwDKtwDxG_dd3|Jjn;6C$j^-b^rFaau%Sb9$@R#Vl0e8
zT%^XCT-Y!)fle<$X)UmGG32&bL03E(v2CdKvn)liIf>#gU%#F#w`Hw7Zmqcy0Ge>H
zt@=x96hj`FHuo+2`Okkc{DIUe$sdz?J!26s+>O2jaYJ&<9~=hA8eTE#mrLI_{hvHq
z|Fwzrran4%ET`L!NCYFV*^Iv*f^8dvF{64C?r{J#n};aJm&n)
zy^-S^c4-|t$`+orKHT6TMdjfqsmVG0Z+kSqxmR?VI1~ue869sQ((t}4Jon?EQ^Fbd
z6?h8+zE18eT)y}(?yng1mM#8UVfD6YC#uN?BcW$D2vAo|x9U*w15f1V-ij{%yk`rw
zdXM0)sMFR7QyK*cLkGS|eSh`+w))}^XCLh>lt{WZeDz^7ZHDWGoT8S{{&uYfkd)I#
zE{nfWeVsPB+HBjI`&L%AeHr7=YHKacsK`&;UzY3|T>KS^z@g>5OaHc+Wtl3wiLo)}
zB2tM>6Juo<3BhQjU0gVF>~bVrrCRV(v(}TLL{M5*Ha3AIkoa{Iv$KWc
zo}xDI-LXTQ{@Ad4OKWQvoQQBJ%uP2GT(P@ci!*)E(z1OpANGVOi;LgD8MFACo|a||))Vt50Z1!92L=+-(hdO;$fBHN
zFU-&Ir9)77dcepFup%7vbzfXk{uclT8_)^^?FH>h6Q2&Z_jHzeLw|ULDStS^#|CqT
zOdC^;$YdmPLG!>5-@|PWpEWONzZXTcvpF7ITACL-3;U>$MypY^(=ZReYxizBe_T2W
zMhGlKFPL2+Cm?l<*6r{5^~)4giT`Uz7C2}o*w>~!r;G?&Gy@}l|JEbh^6G!ZNJbi%
z9L$!VLr3|D^Y~cxNp3E#WR32KV4W{t6~q$I`*Y*y1K_Au85$U%!?c;;U)()PhtRd#
z$@JKX3XGm%Us8OY$nWOU$~=eU`4yl`WMKTypOo8b{)aF!fxgHDw7;oo_S6|CNZBf`
zuKBPw#Eb3~benh1%F5ac{;$#n$VCY)Uf=Ln6|f80j^nW!nwmM|hnGHajB$CqC|Zy(
zl;b!(S$~ME+k1c26nu6pDK2jERd_5Q-jJl*0Ks6FEW68?-_vK$1mWO|6UOk0$L-tJ
z_LqYi%~hc#q037H(#nHpNlsoqAkSrH;erp_aSeFWtnBO>Kr0R#qmI6;zg&N0kWbxXszDV;9vzhggrAn+AC{;`M9wIv9RT
z07IKn41wcE(lGKp(D+80DB(bm
z*QVG3V_yQCj~&y3QdpDkGBZ}GJFm3+kt{~j-_*il_A$2m$>o=d_V$^svp?8*uvwT8
z6`J_x);HqT-QT=*=KH~l!Ka2w{(^WYAxU2;X3dcnBg13KEZ#3!6M7nJgq#*{y+U}})M(jY=ss-HZ03q}=228LJQ?qvM;>E_1+
z`9x=BHO5Y$7p+Ib!Dkp480a`NkTG6+Ug1McjiUe0@84fR+BXGwj7>;LuZ46OlbCoG
z9JcBl>(tzkTN3DA9uAJ;1GXSZY;Bq|EY%Q^mp(qemXoxUnLFN+g9U00G^Hv$sj5;^
z9%z_J#J<4j8KkA4Yyhsk2M?Y%GBOI<=?vI~!ds2Vv&Nv3gOd}90^psd%xmFw!Z2Ss
z{`8YRbgfg8PbXI$=B#S)UyOKn1|%BIKH`Bx+?pa^Wuw7VR#Az_%{}Ha`Q4NJ`5k)p
zD>1A`tzN%$8a%p!hNkkv2U)nZiLB4a!V=4@>zoqYzHKRvm#Kz)`1r9F;4>gFFru%|
z)R$F6mFQMsVPU+27;r|Uyy<(Bk_cg(6yRw^Rn?HH<(V_SLA)2j^h@r1`1I)v
zbj?h#p2G2%CW=N#{_N}H29J-{Nz2B@MpY0@j*^7LO*Z?EWm!2nmB6Ub7pKRQ+!882$AAHMi9mbY
zj~2M8z^x!+5LA20Z6zp?$hcqND2_uP-HVAkgm4Dtz3NRzetyWd9e4`;fQN>L#sa=U
zcx#aUV&Eik?DkkncFr`*RQW}&b>2oY4afC)FtOkdU;Qy0am>=nO5fj>(g2INlz2nfD(3=I0=JuYZ
zKMYqTahl-mHNaF~Q6g(=YdK{Jc)*xZ;KPS{e7dBfsu~*~FOM<5T8wr^KtyV6Zl4X2
zJbl_5tyA5V&u_=YW`4i1oiJP4m$8-0<8@SZboRlMW&6Xz5HXqE-!?L0758Uo{Ev|(;-fWVgyRTk0P(kG**q7ulmb?cD*(9)U_MB#Yh{{f=tuYayRpzZ(GqG>n1
z0)1QxO1;-h)>aet#p}Mkc=YDU1>2F(tO!&VcD#p
znZ9q|zJap2xw$SV46=@Y8!y{b9iQkyFxNo>Pnk`;F
zll6Zn`){)gwk$Xvk@!{#)FpDvw88c_j739Uf16PNcNXi;YqiWH0?eXxwFVtd$wIRON}{ayzh=i0RtfXn7_j2{5=%J?&G
z+s2C%!?bCWMxCILP%K2(uYyf!tTg61?^^L10{Y`)=W>oV*VEI|K8%Yq3&u;5$X5#=
zwrtbJjp4`=#(=&-DR=IWS7vc>a7ciYc*v=p?|cD1cE#)0->3{>`x3xW_(f=^q{*&iMha=Rm=!129z9)HI9v1R+9O`-Op_VZyY?$V~f!4xu6?C2!YFgH^>a
zPpXd#SYd+JpKe^dk9;N`V?1vRxXtOUYt^SOXByf!clDxuT@
z|MJ?M$D}p6NeCI$KmuJ$txWpcx2Di~RQsWU_V`J&)j-lrM~|SLc~u-^a*Ed0X&4#5
z64RV!@(2uQEZ$1dlRqn&Y>b+YgB0LcQ>u|S
zY`kOOd?!YpE$vh0JxUxsO!KC2nGpHK#wNWCL#uXe4$|oAf>!
z>heOsVlXBax)c^by)HW|tGD{qNsSZ(4+4c?r#$oW*ahU?z>Ew#`hs1HYwLcWL2rE7
zqYtkk5JW^qHpPE<|2}zIQgti1nuw?!Ds9jo+CWf0YX({*78uYruh-Id^L`0H
zl-5L=#q0E#wA}d58u9;y4gP}$`2PV{)k&i-3V8mU7Zg@jW+piez!0r{2{AD>{<}_N
zu3iAGDS4ZL8k9TFbmH7sRt|ubr3+KHm_mt5O#B=RI^ZCHg%UhJglNEIEMD{!6CEAh
z>J0kuVP2j~jvILBjD-!0F+dq~Kj~(v7i$0AgE=5LI0}qAmw>=Iz&e(%&Ko5Uu$_1p)@v%!ww*d^+?jH_VT)g9eN9)gEC3x(|D)zf%q3r>9eOZ_vTCmN0fTK_T
z0*zC~MEO!~YT5N)VjRBZ9_-H{eIp>K&7?V;|082#0XaE2gtfsZ@9SRrn4VSJcKkkJ
zVUYmJCcL6T4*8D28M2zkCt9vckD{%qL|ffz-~0_Cx$wY?Lnca5d3Y(3B4~-aNxP}Z
z$sW?T4E`B%TgV~rBsSNGdx1;%bfgto!yUOS~DL#deoK0
zcj--*W}bzZMV;;2Q)pFxeSQ%~CS&&Q{m=(it1{lz?bnmbjBIR)>J
zumpGXE}#&uZ^T)Yc;^fk;zzTjj|-dU??W)>G47dMVsNSrE}
zg8A{Jac|vOiK=6xKCXYfb$e*UCdGrzj);iFp$xQUHk!XZR?yt`Hsr0TW!`A)8PriI
zG!bA0S&v*Tywqw}T3+4{Z)82Zi47+1=@wsw9PAy{eWj}ItB(Ed+1Idm2ts#a8!A43
ze#;UU6Vn^j8k)3rlEMSB0VF^zI#>eJj|vOhYP8qZz6O<{V43^p4qk0j3mUnLB|kr(
zm2IQB$lq>ImkoIq(lpIwmI+{U%F0f`Z6-}t7_a82P7p}^1V2w4c#yMZL38F$%I>o_
z4=iyKJ#x;@xlq{>$^dKy;c0elVwf&=FL*Zxz(4(ieIXjv*LsVN>|uVXko|^t<|oU=
z`tYMxjh*O>q1)BrwL9@;kn8sKUb=hfG!hgp)a)|T4kLe8UtcVEG+8CQ>k#G;Wp#C9
zl?D*tU%q^?H3RlB24V)fsAiuZra3;{6W%(l$r%G<4=4vAe&>J6nJkrPVfG6J*493p
z-ruU)^71~o%~y~q)yqg~_49iL_LdaEFP|)z9lQR^2b^4jBYBy{Kxl8P=udcpc!xWwnWi_=Z1VY?#KA3n=ND)3?G0kH!IESgefih?{
zi8wEx9`6s=bQ4?Lw!+rU!_u@l;Smv1AU;h&{U|HfTDXnsfFT2#N_QMLMGoh}kS;;x
zkfH*?1H@?J-4rml0I%
z5~rvZO`*;A;uRKny9yM_r|@e=48kqY0KdXG1l~#j7f6n&PXPdr2IVB5y1y-^`=!%a
zq){s?t1r;^(_u^WxO1luv7MVRv6OwU?x9V-l7h)gRxsOm2=pDn&v5B^kk@klV2efP
z(3Yy4I8kWv=^0)u2N7{E-12y_4~vLxe49fzE6C^zrm(dDuwSmb450)@Wi#+inD=_t
z*Wb^C!w4tLij^xh>fnmv78BD2X-JYhauXD|*9|&OpJE3QN}z1MVg{B>JYP5t`sSB^Nva`W7~
zc1ht%b*Qar(86p(H2SLI_WyKuz$Mny$|B@BG|vaL%Pa;7lsQBi_#
z>wDkZJ-~az$k!On@_0?i_%(fx&cKsecZ*&$8gDB-?XTn5yUU_IKd%6aAo&vLSUY*T
z#j*=;zymCoJv@}}h_RRWeLU=<&i04MP(1_#!Fcn
z01#)cc`ja&LbXPk)-uI)&Jk34SH(_=|<^C*5tlO}<9P
zpv1u-RSV`|?Dv~0jr=Xi+1VO|1$Lb*VgEb2Zz&b7q+1?O=YzfWgK9~xLH
zQL~j>hnK11O_GaER{=(Rac*8=IsvVct-1*OsxW+LqX~0FQ*UG`)*)6%UI$L0RQIoR
z2G@#z5!)c
z8KL23`44jL++er(3zW^S_7(S+z|E-Wpf?um~EiEo!IuuvTi
zJ+{$iZhoR*sQblIJg;3#t)2m|u|GneRBzJjpp{UqLf(jhL(sK}b@Aebg(VEdnzI9z
zZeJH>+!m6wuhx;**MQUQ`JufOMr*ZjDagovc#-X=ZqU$H8R&;c1a63@9}8}ISO+4$esd-JfK`*+>@
zYo0=pc}@~{DVa%ykhzkiNC=T6bCHrML!u~CG#M%tsSM3Rs+(w3hC(Tlq5+Nj_2$0s
zwf1_}9)A0I_VFCg@$CDLb*!JM@Avb0zpvrE&hxy!e{X&45w#U}q#>r`?_b@0lt&90
z-Y|^>#KlI5kcoit(~v=`S+~GtYA?5y@w3W
zwiP~>@lv`}z1xAwdAAxnrHeX*qT2QhxB8bLV<1FA39z)$9&d*x#Yv=JcskTa5&j
zn*@}cm9>Z}$T)WQ-A|uBT^Hj>=r96*c?_>%h?1+Sw>WvKhUFJJ4&r
zF5mNgk^m5xH9Y6QEX>NxEV&)m5X`fv@{FsW4qxi#{}6t?*U(Aw%3!g{)enJdCQO+0
zTCd6FL!b4`y5}u=(yu&WskPxWtHgfaMZncsKA6LRX6TJyrPp|ysaT>sr)g035yMH4
zs_Q&S#xf7qSd&@>6pAyHC@bA?YrRTY7rZ>q6l#2AX2_CTGYGKIZclKLZA
zE*=c{d2XY3d|4{Sew%^Asu~N2YCadal);!$D5fo@3S+EYt+t$qY(<`
z3t&f*3AblMP3?~#M)&`i)qCRBYw*0nDHO+y86)Oye~*;Ac2$0RS{?_Q<$oAn*Tw#8
zNIW^s^7e7uYr*`h#LG6(R9Ao1#dKDBi_Yraf@42)=pjjmJAANtfl+!xZ)=UaYkP0o
z>x$rK)=e1;*ITY%WTGDg;@SWFFQCn?E7&>RjUHphMK|PUbyb*qVryl|rCT0WTZ^mwC1U-M((0S)F*OlWMVqj{zaZKYfZ0&v(R=er}7ehqG
z7Zc@Uixw>kU|5+N)24On?GwlS4l%ELS2W882*jm#C~#bA`LcCEWye9_&d$BE{XHq#
zqd4-+lMfrKBOAgOfy{EPM1PODV=(75$bQGzwTpNCF33uT(K6U!Mj&1VUC(R*W`m7q
z`Bm~S)4w&`wx>Y&XHK0x>&zN97uxh(H@@m@Q5@K{YzzW+G2PojTMJ9OBgX&-Ht@U-`}ppXZx1O
z-~rOo@vXl6`V`&^q|K_sfO%fuv6+TI?8Y$^rHX?GPh%41VLdQ<_s=j9e987fZ}4z8
zrecmbMt%DUDq8l!1(S!skC^3l=+GenT%y?th^%RfT_OayJo+OpE)jVdB!tuM?tTny
zo}jhKi0Ogl=(TH))oS3zT=Vw!etqHBCy~S)7`#75iIRsiWE^7`0Z=U~E$vN?{{;TR
zIP69yW=FFzI{^R}{1^Z8&GbRFyDJ%a!p_q1
zZF=j3M9~*#9IDON`ri@!Si*a>V_IGG`SW!?`;sTL=Y3O`8L7lnxzR<8!HPi?0-HB&
z5@YYe_wW5Ym+!fI+qBoO5A4{j`E~0d^74v<2KksoFr&VQVC{DC)Bn~S`}&9I>X#kM
z%E}^03&Bh8>Z4Uz$e;z~!D%`%2tz@6!bTg$HS=dkf`U(iI;SenGIU9n$m;xzT0H)?
zB68mDkn_8pA~J79oFRsWLgvGC2szSqAe@w!FQZ=m)7TD-ugym2n|EMp>mh
z8-~<_dG=UK(EaNgC$kUVGAeO1QH
zz7)Td^3#9U7xAwL#W$BysPo&f+Tnuotl=?B1F!U%cTRPsQ<3fNP0{ZL9J!sP$;KXh)olJVrwyQ*RHzlO$>XYnvz=NZ~nUVWRkAyo}W3d3x0h9
zGxgoggIuF4?srH@P0fI7F59!`HH80@e-^p}d+DNJeG&^IETn2U%2DpPMaRStny(-X
z1l-p_kQjG4GCbUX((gHGHGEsCp*;|9QGc`dtI
z=kV_l_Z>eJ#Pg6yHg<-7H2(jwiM)Bc^N5Tt(@p%{v|Wy55DjlY^xO
z*I)n7r2TkSG(XSHA6CM~hK^J@jO5qfF8$pW*|q2U3WL)Bx{6x9HfF_&GL^84sw0|5ubfo5hvC|Mjgs#J|od4-K`B
z`Wkr?5d8Hv>wmEFt@mcEg$@yp6T-d5IEHsK;4S+`->H}vCR&%>b?K%
zO2=ynio&dNfkcx6s=;JM)eIUInH%*V3Y1BCzoXfIM3u?i&4B4h+2MW0oqys{yyNA|
znhe9>qeoNAtX~~OGZ2GDM!;4RJKp#kAzt;HDJMN(Kq!A8=q4f|n#+(&+xN%D%iPx}
zC@p>YRwg!bl>?V+$Lp8dx8AU-&(3?AeW&YRq&vH<^MAc`$K(9`y`(Id43V$B^#0?F
z+$PGpY0{qhJIuUTXCXhUeWy+yFfk~qgFn$&FETdH``G(7O}GGtdym~<w&@Ph4|+87SNi~4_R6kZ5R;o};|ZV>%2=PZHb
z4@1__*!UdufC$Qgpl#g#s>g#}E!c8k%(fX!!o0B&Rix;qX1N{6tUjHhA^>L095&HH&GESu??(BZwC~
z#{l3sfs;-ukM<+v&2gd32hF`+%Sw#@g~B7^Wtx}+60!2bzQFu7(A6DCu|2uw#VQZU
zAK)}%t_kJ&&o#G1(11x5yeumF+dQ$jkN;vA(7T?QtH9uU_?R(SYv#?EaWHFWSRNbK
zhNHEh-dGmWwO6kI63LDwi*Y7_WkJp9f
zEc3kk{5rL8ewGGM*y!CqDx%K)dTfr3Qyp7X!JTSvrSsbR)4@+KKh!Q(owj=%
zy*lT1U35{f>VfJP8X-AL7gr}`?Wmrm`s=!2C
z7?tp!(%Aod(Bywc!vB{O`~SCThP7JoYcX)3R33`%4(XPnre>T;3>n2Z%=|EuU48cr*TC(AU-08vX|qyd8}zf8XJIhZoRaf-p@OKi&dcb&rt@lhLP&>Hj^rL04k{6Fe$ryCJ*`
zL~tM`$bczs{*af&Yze)a_+13ZD!fwK5Thrhf*D4eSGKwQ?c2BFcLncq9!{hG)=5f&
zJo)1IQ#>ASV8eWtbD@!I4cP{b=_#hibM
zPPf73Y0c~03;Dq}SN{i={Oy?Epr!nUqqtvP}r+4tA7Wa$u9r1MZ=s|&n-h5-k)0^xPD_)`G5}&I&PoVmwvgn-0jcm
zHDfZzzS2|q^-rpHZ?05zZbwsX$b7F!S!K1qLF!9$+`eSk=h>Ja+HP^^AB;MC>Azvr
zN~{HV`Eva4e}idM)wzVmeMK7CF)yoq@*A%X&CJdWjPy6;FHBbZec4Mig<5W(SDVy_
zehwN9aFP9uvuaZFe*F{PYi$ls`u!dME6#g$Q*Kmwg<{}$tAg(v#)Y`{_W)CW_LRwx9Etp_Cy``PWsK8AMD>{_SANR_Me-Yx8~A!
z*XU8^v!?2$_wi`jKfXTFktF>4
zzcnt+{@IGGW-0Y=TalNnlKgEu==^8z7Dj*n1@r8l@%-bz|NB2bLgpk7s&ojOWRirP
zUQtmi#PC8>PNA@1OgRi-VTgp6uJF6Hj;ZcW^H@1|7ekrM>r1)<5n|P?9k-|91jxr9
zUe0EW6ci1w_hf;DGzL#%Q_-4x!QuT|$7iCDl
zVpot}^iCV4rFWzm>O6qB4-?O2ck!s+E*6>BWQ3zVf+S&U0B)*{tacOXK|FIU)VSDDZjws;t*Z?O0eK-%i}a8!Z`=7
zVO1wq5RowrWafjvo}@
zywR4Hmcq&qB?umL_MfBs_wR39(OyC~EL_;HFOTaFlr3?D*e~qoDSXED8deQfFWxH?
zsApFg#Px5zuNiLWYD*U5Qzh1JVOmp^a_G5*Hj;ep!rTu3yt@Hr92&7D52f-fvvv|5
ztJJ`{=W$6-OnjyuSeik7e!)4jOfwAy;lx-B8^mwd}$YnuD$0lO=j1sVi6F_c+Bh{ASW
zC)W12{W`9~{d>mSwd1s(0N$~*qZO}d(DYi|aDF*0xrzJgz)DTaJrZvQm_HyTVw&+Z
zsr8K-Orh50L^oqx3JXDxb3yR6%SSm`8)qj
z4u&o+K7vAqa4s>pZuGTVk+W&**cQCPPMv1Z2819}WZ$twH+J{W-Ni^X)cKR4OXC`M
zU_ye!sMyyb(Z!Orq}mQm$^-djtoC3qv@z^BaDgxx;^(AY7$A|B5jOu%o|N7E_}4Xe
zzSu^*J!Xcik?X(%$hra#eHCvDi>ketNdB@EAHU;EU#ZsnlB1~|jc%=R8CyojV{~`(
zkly1qN})88IAU{%m*FAsAGT>(uJcq{;sl_IgQEWVZ2wtZg?lt_CvUV&0$tQw7A^3n
zEi<}y>9W}>4X33|rP<2Sbzh>I{EhzkVC@GC+TBjPTE;D49I^56hS>+^%9ZbhhBbjT
zSrJZ0Y%Z=?8?_W&P`}N>~AhWz7PI!
z*Oo<%g}!hEf!_)$6I9a81no`Pi*GKRo912^FT=&WW)RSYZ+r+W_B{a2USCDyJccp8
zgepaoNTv3&ijMr&D*S218^c_3`KIJwFPHx_(y=;S$uzpB@RfkCw(0wqWi4B^T0#GI
zZON@G9y9c0-3w$SC0i#7^G~|R`&3FNSnoA_QJ@*4Dn--iJG1h5jUq0)>0Z+v
zwDn_pE1;bxr!O&52YzoSY()7?(m1I=?G+zQ;bY!yYggeMkM$m|a{I8}!B)r#;*e#W
z@o!greDUS@glMh
z)SMml`-
z=Ze+D{x-5Bt5@N7W
z^-8lC?Ms>oroovXIG|m_|Wd@=ZTf~
zbG}YAn_#|bg8GB7$B#DebY6YZrKmzWRjyC!pgyT@2YE~%>ybE3N$kO*l6mo0C9?{%
zCd?ew@dj{W4DDm_+_xtYd{yx>EQB!rtw8y<>VdP2*tN@`K{(&w>zpoMhMNVulbsM+
zcvEqRT?%Ny_X;yXq~ST~4<9{RneIPJcvT5kAW@7UD$!zyuF4+0o-Q+#%P8<|;2>kO
zDuYG(gSD6J4^oE>V#yRGkX>x6(}!+FrNvfki|%C9Dc7h|=bK7lH~aQqx#XX(`0u}^
zQ%QA#B)dc8`mEt(rL8PHJims;1?0fNxH~b`clFA_KZ=qp;|ilVUy3DR5JaEaOv1Pu
zM5qnXt22{0Wnuf@lK%())2ZhpA1e8~cxidWkLN
zdMmhX`>tMH8}ji}I8c7md)xQ#-p##IjNErcnDG9V9kKMs;ne6Y#hnr{z5vEzFQ^
zZ+u-l^XHE!i1d3WjVmumNN%H}c&6gEXXS#FW-HrLzjE07toi;(z
zbTQ2A?=xGn&06K7px#Sd;~rhfx$vyRqAPQI1;COD`3R+y#fIh_`JYcM+3kp(Me-PX
z;0yMkZvY9^)`ng;?1=AUG!9!X!)(7SY%H3rGq0WeQCC+y+tbZWj^E|nYHQ0gJdmA!
z(mJkT?BYBm4SM_!BpT|K{n%k6ft5ik@bCUl@#Q^CJ}P7QNPT9S#h6ju*=nr6s!>y1
zR8;L+ylBA3g;zDtjV+$2K6&y@DuJORGH^9xe)w}lrH!pMS)RYn`iVAu`kdc=+x2(J
zQDRGuoQ9bh8@4I}Z%tKc%e6GZ;+Jc-5Bia;l9BHDJycv0EfRgD*X`XuzlklR+AWXx
zp83-fA4yJ^L^K~hIi-R~iBHGWIiA>PAs7|TaSA`rVwp;hpi5P=yV5V?qi)F32^4Jd
zi(^^dA%$RoVy@_{HGCdHNo$(=%RZGd_G#ea(8j=9S}M}Z-!(c#SUhizwH%=;WUTV!
z$^Bq!Yh!f{q|(e>GtnM{7%qsr?fc(GZB}CQrPwGU9M_;HN+b~DGJ_U(hQ6x<+df@*
zrXrN4ow+oSvAJlvLR%2{+_4y)
zBhHV5o<4|sEqukfkiu7-ZD~njeG8rtVsj0}j)Fwc|HU#1gjq}$J4jS}iy}w?9o!ZZ0kg1_LtElm$W%_FF>5H;h#i#1;UN`P|v+JG%
zd6X1sS{4?HSV$d({D_rHZ&oDaq>F+Qjra^itKH+93-{_3G=SoVp*PUGJiD7{Xs_w|
zObw}~>6C~vP543*TYQLXVx@7&%m(dW4sIyi*d;BFidZv&iRZkK)fmExC-#DsgU4nJ
zW;>m5>@C2&XXo)D+76!1T9fy0o7m~v=-w{6vJVSSnus=YOJ&I)Q&|^~3|>;(qgG}6
zkz+Ibx<5#L{Md2+)qSREIrZYj%%0&VETrwtJ(*5LFJ=ur;x4yF#s%%okzOMcHF_X9RW}f(h-9@s~
z6Nm}IjZRbylE!|nvVp6cNpQ-4zzMY}e%eo>`f*_3juBXzx}aHnPnI#h=TNuo2_s11
zP0U1bCT4mhm*v|$E+%KRv`mgRU%fiPOf}w2^~}Ro*X-UV+L^~{YX^;My3*jE@v*VG
z_)LA_?EwS4_Pl@8vHr(#Pb-9
z*{S5w{m;8QzsgZ(9LF1FCHY2N7+S>r3p9SV#Kq)3_=M?K5A^})NoK+tdrQ(M?Y)H_
zdY^02OkK(>zyXUT;%aM=<%M4^iwqodt}eVoG8W$2Or|9#iVv%YPKqKX-m$M6E7p)u
zNtETxdQv7gGPKjhiJQOVOK)gUVH=mDY3L!-P>0Kd+iZ?)O1ppGsrvCT!g^MpEpHYq
zm}EBt6#W340lCSO8(MuxQ4gpaIc7{Z-rPfGXkw8%txd4hC^fYTlydKwA5S?cH(eEf
zaH*cE!sC^BTpL(>6~o89y{mhB4DP>hyHI06@f1fq~%jLD1(EHtq*iW%PWpKVv{
z8C+61sgVM4Rm#ng}EQEIKxm#D<=<2`mJ%U9WIy~{+(8I?AO)U?a@56$}#`?+y
zSik$>7-<}v)giF{OI1*QAF0-(EuKllt_eyH5nw^eV>7MTsg|Bn|NQAvQ!m5mdYf?W
z76BV#!W2YcriO;Y+EmL;>(}w?9mzEO-;w`0@&X_gbQM<7A_j}y3kTYFv)gE^Kl8IB
zH))3Hw&i-VwC3;mLu{lU4WscZ(}qN>5bhT3>%ZXj0^5F-6T~tP@cR2q9K03V3%X3p
z)~#b7T=;Os)GVl(XOhbmgzxQPym;r7MvNUXa-<9{hEvSV)?*MGkqrCQwB4`>P)Ozp%$1|JB}LvA>;`?aInR-)AS~^uy&1H_cOu8vS1IF?L_{Z^h@Bpywc(#zzB1(FwnRzy=X18>s4Ue>
zttDo*(|~3Xn>AyH4#y5cj&OqIx@&Xnb-lHkQ4K?zk|z6#iiSN!9r$JxM3y}|tslzv
zz~+XAhHMTUTQ^_Vw8#u?cF``ZU|AsZ0Jj1G@)#{yQgpX(MB+GFCgBAuwoI`6L+rg}
zOP2b+RUfn)iXM#1-`#bh*VDpfhMyt>{FailMVxHercENtyd}a%7VF!o+M5V(;^WY2
z9PsqanUn1BwA1(ZBh1(^`uxhgK4Ljk$KIo#eW?8Q?LLo~ouEaYZuw1W+vMZ@tfoEf
zbftC~W}LFq_worG4{5sHfC?q{%wUVFxbTV;gqKZ(0D7ADcU#|(ot|7dv*+gQ+sI9Y
zDJ{EKv_YE02V)(;J8Z&s2dlJPKJ;hV(1N$I>>-wAA4^AyZE%fu;4hoDY?+2v6BG3$G?UeE61=lJ~?1jgWwBMDIqU_Z5lbeT&gzT?!dZ>_)&EVxGrW
z>&=*)FJUDdSt8a_-??+gBGsTy
zot*xVmm!|rt`@43Y(@MULc=DV@k
z%Bv#0&Z2lSRQR-9<|I7G!;r+`4o=b5UY~hwka!I#f2=j$QceCx{eKc}(QFJqlB?b(
z9y*FRoFjjj=_e~j7Q^G{EF*Jw*Y^<4?-71aL}zVnsn*j%iU_B7_cYvdR^Jsv2WLBC
zRPlE?IiP%ZR<-B=xUB|5b31j)|MFezI~0$|jau{PvzkNaI^!b$F*Cp&2wHt%Y~vps
zTKQ3m=*1P5c{?T`AHx^L}vD^JG)WY`%m)#;9s6OS)@c7wLiZ
z^YoRgR}bMTpQh+efml%}jO>6Ti!WM7glL9rEP8c?2*xn)3MlMMj<5o-hHu8l2WZe(
z#p4r^$dch6+<<^(QIW}E6xBoM&^Sq^N4NZ$KN8|fyY}tfK#7ZLzmT^#gW9^Uqt1L+
zSSY{TzWTKDnaEMDk#(F8cc9MM8#a7Cn$ozX^3Gp6Ea(OiL;`c3TJ*C2kO=l-=3#5|P5}w@8KW<&gI*8N57r9Z4TdpIVD>6q2
zBhpwcBl)JIEepVlKQg-biJ7YU&1GF>?%Gyf*#LJA$ayf8NY)kPkVoOZo%&<(e9JzW
z6B{T+kiQ)@^n7x6GIGiEkX{$FGOC6m!dOi}+KliF>kStc3?A`S)TiSWk1X5s@bTjw
zvriA7MP@DJ0d8hjySv8V=kK{LReb}7Hq?)Jmgzo&Z+4j*n$CE_7JW)#!}okoga+=T
zKgBuJm5m#w=eu7Nls`ij%14b_c6amYfJH$buMk;Hu+F{pGpeZK&93rfzG)FjTsp>7
zg<;Jp7DQ$ZwR@;-IZ2fr`Jk?!^tCQ_3cWd~+_?`gKF`{ba0lcZByWe<1C2ZcS4E;u(G;
z)3%QcUB^|(X$;Q3g{De}Ihug5fSBZwpm>m)oP8D3+1#Y;JZ5vD&ew{H$CdY+F6p=M
zwbfH`beZ7?4E~t!Y0fg9ywN8=*DThP6^FqeI8P0{4Im&Eo3y2T5@Ox@DH&oR5&r{}
zU|pp(fw9UiCcD%5m$o0)1r(QFuyQuuBc8U`{Gpta?lLGZ&m=`=khMIxoGJ8_+VVSg
zUG{iRJM<9g27Q3%+Ix%NE=hgMiVHcpbcV$3q@+$kc29-My_z=V8}_jl>#|lKb!Kzj
zES3QH)78kyg;~8Edov;;Yh!jyiX{8}Mx|?ek5cL;a~2huFg%Z3E?>7aoyq`&hGtM1
z?O2mJO)TY`>@dUYXT%94XiwKJq+{3Ta4Q=PaeM8cyeROL7zUZ-=U;AJaOtuVRQTbP
z;;|P{vLL4%%$4dw#q{;tH#hMpqVCpE4e0D`-pX8b06)3R0c4(s8|qZoYoJnA1SdAW
zQT<#^zpkt8>DPV@Kxl1qqjrQoc=+(}WeA
z^10c1vNyxRx)3I9>6ur9s&;`seVLDNf>3^hIKw@q^7j;P)2litlCGjkRvr09>S1RiE*8-knr(^#q@;}bk^kQyUCW|~IbT$86%_WpE3>9ponXaXu9
zu)$d<(2A<3+oe0ZUC2D1K&f+?gC(LQt83kf>$7jJd?@}_mu}sL$mLeY6W@`EH=R{l
zMMS{8VlcpNx09bInLF7wGJk;zIx1W^ddI3>_
zby0b~PVi8&U{{`f*~aQyrUleVsRXfyI9zb(Y4L=#bnb`{!~nyO_&Os9Rze$Wxt4b$
zkJ$#1NkNXy#)DQ`TK>T&5l6e%Xp0lD1OzT3&s#E&u`NsFo}~ECa`&f>>cT!YQc}io
zy_28yCUen6DB(1PK{@0@o`Bvk8+ya^s~PJCcLNxlt|yB^*Se5asZ00n3iR0ySHgbY
z)+?PsTk|W}-grFWThY4X!L$Xb>`r_D8xjgZq1TQ#C$UjHd+bC#CQ6*YVJ3(rOm5E?
zpB>8zfGS1uDVcM+{I0D>dOPOBgc83$>1orKn#m*bg
z@;U~swHkM6v_9gAc|4IJwEgeCd>J8b(UO4D9?2SUBHMzjDY2^L1Yp_v)W_B_BBfL3
zJm$V!9F}HlyQoN&J)1Hz>)u4)1wvmU4m5>6*p3{lh1i
z9&-5USSI}R-1cRc{<4^@AKfV2QUDl>I9voAR%s4n#<^X6jKwo8ur39hk#m
z&@NnIyQAdU6xf^(k%~iI7$_1VPk0W^r}ov1WP1AWYSGc@gTw}Zx#I7y!$cy&+kZmK
zRRb=2q|pjK4TceOyKyD3gF8W^
zGlzULcC&ow%*}vl3MA_$|A4
zQPj8W;$DKo-Uxzo#=%vcd#OE;_Y#&}P);t>z{q|3Jaotw0VM3CtQR4{F25#>po#|8u@J{P-vyuC@Deg_2!*bH7Jm*Kwt)D+zRn9Pjw%q${
zrix)!ht!!Z4lfW#Lv#Zy)e=|PoN0JEtIw^rzJz@=gjfK9dtS|6=f?mzN@&wJqv|DW
zXIym^?eyN()yH3xgr-wklMUvke2kkr`4LH7g_;)`nx(v>V?$`Jy9pwWe72bp4GiOf^8&JG$>()#smru1xE`5d`
z@fBZHs?XTDGy_ErO?8(<@|o>9LRq9Yf)41V+ldncF&7_qcT_0u!Kb;sOTkAjgS)4*
zo8@awjVP)3rg;;yj(T(a&i~1py&~}eFfn~A_^i9-rWt=
zIeBUn27~z)lmm0WZKAv#wm9U1_ygKuFFy~OcF-A5vln@Jvw<@FH@&@2elObHV#$JC
z(*|m2n8KqN&ZyCo6EDsJl#lg;jRpOlsZOMlN#tCBc_q?f4=PRfYLs=lveTc>&)co!#&2p+y1st@?#VGs6)h7{`s3A0+7H65
z9#3drYttk1)8jw+Lel{g%{G5#@A6zHCnu3DkMvL(0dOk1hg3S^@X>$)->Axu`YOJ|
zyO(pW53}v;SS#b$Qn65z7(Mx0<3x`{%BUjBYI-?E=1)EVnP01`PczOE|4bn^`Jxbd
zURtf-x?%zQBE@m6wLtK8iV!;svOgJKJ*RTH>6Fq7O^dDNhTzB!j4TQ*(Ir~P{=Bk1
z!%yUW6h2?^#Gtj*fp}bVuYJUV^`m>QruF8=h{Dq(_MVC;x9IQ{{3euAFkPN~+6^Ao
zdcQACPv<3FSck`z_(VdV`;kr{`+M7t9Zv%SEridd(yG1e2{7Vye&?oZGZh|0+}HP;
z(b2u~9fD|)RcSdUD{IwK@*l;f)=a%2`!7yo1cD{hkL8_3cMt|oZy>hr=cdg$iFZOBz~
z?^8zTa|fxPL(MV-<5ZwnGOzG`x!BNFu3HPEs!RSCD+E3uzAMxJb*|$Dn(z+G#K{{^
zoIbre{p(#Eip8vvrAtA}J_iilOFiR^Er+PBksu8b8SIpz-ck;@pu(j~zP&DM+-A)bEEA%$_x0NTWD9cQLTDG#_#T28qt<(FMTzU4Kt$7yOyw
zaKQKwYRC~#F;CL>IX_Np5Xj{^s%yG)@#^7Ph|6o3Eti|n67X`}bKe8Wb$-GHnobKB
z_mG&xK)PFfU+s3m9g}U9dMN5@i8O;1TMz*}6;4DUre&MoJ!r=q!W5FbvVG3kqbH8hU9rMs+$|
z9(lAc`KyJ}1uM=$fYYMi7H_tsx^`*txQJu)ABBt?pUrruk$N}#RmvbN8-y-`BRKn%
z;)-v}U{1;oH_!n;@O4ofwj|6SlvNL$Ou!&vjH*Enq?wf1?AYPSRngd@Rkf~G$+dML
zj>He~)!Q|O1%pSjk1r0;pWeE2e;pI4ReONZSl3L5HSi?F%X4b#`_equJY5>yCK
zAtP_&woBye3DS5uV0ve072n{V@J?$#si&e10+Lh_A)Cy;S)?p
zg>O;FK@b;)cffuUGq;((7kb9~HeClw67_ObX-=AXE%lA4PovH}&GmsH94mlQax`63
zGH~Lxj-lO?_k<>bo+#rgXx!qGhlc{KQ(n7i@^$yqQNS>H`GWv+dmRW6)kK8PpTn#5
zdT&#VoLD${P}_uESsDCD{9CaPY%HQW;O-*!^FfybGtndN_S)FEg(yzpT;wl
zIdm`q2+F3UcLjbbjpPtgl^VlB3S;Sg3Er*bz;`C`NJ|Z>diVjNMVPr2Iw>5HuNkby%9f(rD&*r$xfwkf0_Iu(8Io
zJ66vAElw;Wa(Nk^M>{4RzQe{j9q^1!7y&j^DObt5c
zNdXH`n7FDu9X^whC_}kWX$Fr}5^rT&ZL7=dka=}kBmLb2&V#(}764pu6*r=OGTqo}
zQe-+??0LTE*lEP7{n*>ak@YMcQtD9u^$;~(3Sai2nd)Pt2mWRWPU*l>OZ{qMG2-NJ
z^|}1hB5I%YAu1Wf4IR_#H3XZ@{G(An3{rpcr}eMS?`I`{c47m0;M=1<);i+YQ6Gwr
zF!YNjZOEkRW&1Q6s@%Iv9d>a!O%ImR)R5nFwop%g(zS3*?nM(Op1(-5?la}_-}DEZ
zNM~c0KwbK3>^2hh@1j5h85lTLmyVd{s|zd9>^gtD3zY2w$^_Y5*CYIshQZ9OftsT$
zCwlJ7(;$-17M(Z~`1Fl!uN8k32tSKf1Oz4~O~VYXoe*u%CqB9;A5sNtqq^~)_}n*T&wT`w|iCsb`gW9
z!PX*^qht_8XmG>h+~oqdo3SLQ?iMhDK7&Gm)dMhDCRsjBx;Q|&oD@BWq!~VQ(RA%y
zRna@YzEd-cm)ynGX9L?E@Tv@68j9J=;}e8%QR0U`-w*cD1HD-Qp(XjAc37I8UCf)p
z=Y{O(7L_nB#j-dzuC9d~?NQc@K9kEPOtoM9GXLWOk@kg4%7$#qvlbn*$TmrRBkf51G2wh2c71LwHNm4TcjKMxQnLb9(pzvF$xAtuvut5F={J^Id^h
z-_i9y78`qstO-w^bYxSG&b)a~s&6Gjuz`z}m*&tyi%~qBmhjb(DaDRvV63UY1Jcsc
zjzDB9iBmmCTSyC5Ilal}h(Fr+J#RZ*PnT0Ii6`C$IVr)ycQjUQ)#0-@DbqucnU^zddn=326
zeoX*LKY8MWMDRn_7DHtejNYoMtr9J|OtcS&O=IlDGoihj$%nnctqs0zzk4?vu9Lef
zuj-fj)!yb`GH%R@4%9rm4DLEL&0rWp!rIAx(f7d;qIEn>UG2kNAW~$1dI1P|lP|))
zZCS0F1*cip*>w2lu5R?QV&gf%%7<%@t;@8K(VxDayA>PA?ekVVQp1#_6VSl-7uy0?
zFA2BMlb4q-pofz})!O$`I~)PJ1`4f!4TK}!ik-)VZXLM$Pf
zn|GEcK3GAaHL3ofui`cR%k3Er*@!0EBy%@S^wg^vJ~}7m7@Q{3!PwOQun}8T0m>gT
zht{L!5S!Myv=%NZ{3*t&(p8~UK&$PtVs68d}Ajy?pt0NS_E
z@5KM+xMhC2cyBVW)}7yL$^{=-=z(~#4jXb~rGy9qmXGdrqmfiR1E}jHC)PGRK6=l-
zd-v{l_xNh4tTz#356W`B%Z$2>OajMm|J;+Ix(j7Gg>`p9cNXhu8SM*Nu3b!jUW%g8
z4R6B_>rMALITgHpE7*&JAv{xGDjJ6?3a%dUrI`fks>Hn91SYq8t(Tjd6VfFn$7b*|
zP>6IC{1OtD*ihVs=Fisk82WQXauMBBx3-^_H}QwEJ6-;=!M
z=;GosHU@y9ZQHiuYJ{(&@sUUf&@cR@ye?eW#Q2F*(9F>gUzkQg5D^p@FsOCK0X?Qa
zafOMF!Nv1CHmk~B;gsj>=qR}`c~`c)6*?(KLHkISeaU}<5WxMYh-+$CV7VMGu8~%G
zqXC;+f?UpE+(=X!U`9qDBWq-bE)Ol+g~S9LcU|>3O|Csf3u`&2)4kf@6Tt9TA`w@K
zv#=XZdC7~LgRwDj7IZY6?8W9RRx0X89I9R63X$SEs7F`q;;`HKfJ
zbZFw6H>Q(nkiZ||1+753@q;ZFE7N^4|Nf7MO$6r7k{4mCJCNuO3c3eV
z=&8W19*+ow{3mvh)oK!)P|}gQrm%3pusgITi6gk1#4&q8hj#6nNy_T|hA#=W{%m*Y0~!bKDMg|tj_V9*_pPufLJc1U@%}J>Y?4Yr78IVU@lQt
zUps!{L~)M^!qFa{g7z<|AXS?&9}wqT(BxS2V_~}}#}fJh74Bfp1+OA65`NZuE}bN-
z^n{%T9XxzJkL=dYZG}QEbh#!OsvE7^esnpcu(>r2?`eBi5Meg$*l~!p?0`O!_^Q4Q
z{*C+RU(KlP%2A)jcDPkJ0V9%#=8TE+M(&{6*^nRGk1i__97d3DQN6VjdPRnWBfOBMY@q6mW3yLr(
zxg7U|Fql)*>balMA0-h(Y=>e?BABD|~W
z3HyYd$R-7wl!VjfQ%*vNvVyWQwnwcg;Pe{TvRr}?EyoYl+J04yYsx#{v}u#z1}2zkaR=Dm
z+kRhy1ll85y|V6Q{RQ=Gr<%fhkm=p~2xLw(;@}U)A{A__S;de|;>cjN07r#Hr~=a1
zzIYiB7Flv|?8J!^L$fuv4cKL8ci&8Ppq!jwI}801bg~39N5OS6jdmuR-+%hF6Gf87
zo~DK!3>8-L9eR#hBL!8wjo1b*czjH3N!nXKGQH|DFn6%!Nj5>#M3zl`^ZIo^TnB_x
zR%F>vy*NC{_i=KXx0_I`cN@%DBtIh81C_XX-)(`A)UfDiFA;$%#S*~_f3GDZ4o9Gl
zRjiv9qDFW>hehJNaz!IjYI!S}1Rm{3Tv2!9^FE1f@ZW0qFM-EwLCz72wa#RSb=G6
z*q}rwEOyxTvtF;!wQE-)kt5OyeicHOn|ckf!Hb%Ibg0I
z<0iCt9NRX9=S2fj@a2op9TE}Eko8_Ox+zD`e~e07Y^WB<#SyAAbbJMTB1Rq}-Xy
zhIedvW&*E01K;1dbEidqQ1SI7+V19pD@*m{ON{}~Eu*ITJ(Gw;NKz!fDHJafkzqK9
z&zhHg+AK;YY6&x%SxMOUL%xc62fU2e5|kmE9|bIxL*hu_X2ux4CbZX&4F*^tL!Ed#%@xo33ehO`;tD6r%(3*
zvPUsG1+BSh)Mnk=lL!$c?RZF&mtR-u@6+W|Z?du38x-^hIPb_!1zKVdRFV@qfN-vA
zS7jk80l~P~*kAq2tLvmRkL>OXye4)d%Ze(1m&4N1UCPeba~>m~vtV)k%b>_fbczq@
ze>VvZ__L=yNP7yUb{OLo6cjiDhD<0>2%O+2l%%kBC
zozdhPQ!eHFDKGEM+V<0W*;!AsZhoY|aiE^A>`liba?Z_0Z=de>VwX$nU7u~OZuW^f
zJmza)!qm@-?R}e1mDX<6(tlLi_kBCc|7>OuUH-)CQrac$4}V^;&(2+47Lj9jG1EX_
zS67R`(>BS*|K7cGnORvfXXnnat16ko{_9z^JI*(6j(nb-y+*@7%=LX?p*H(RUNr0G
zHGncs2OGx2MoJ1eF%@!qhzI*QZRe%apK03Fe4Zt2Ptr;4%-Clz_nks{f7Z3S*QMu5
zjprVOr2RPN>K7Z^p8{nA{&zst=`mts9_8seuuQDwMxB#oU%d7)yfj
z*fcfT|GG}lk{LoxX}i}*=^$=qEt@x!l9D>}g#8Q8FVE@GvrnJ*L=76()d8Ec9m
z2R~~L`aPh&!9gBJ6WtC~pwb#r%J)!mcN$}92RLU+5=%o;Un6gS|0YHA1S
zju&@q1|ys?$y|O-ISxFJ?N!s1x=&M-T}j}&cKv$c6E7CbIk9JFV}7g)eo++rQ$~2+
z+D_vv)i=qA
z%IA1Owkp2AoBAd>Z{FLw(`jf2@G+1?wV@V$K%v#tMaB{K{|DO0o+VfTt
z5eaxXXKu8%FK6`>q4Vu9Uwyf?08_#bgTS)tvLe9Onj9$29mt$cckfPUJ4obf{E@$Y
zE1JV~6Z#oMi)$;t5#hc4{PvNPD)MSSWeGQ)gEC2f$hN<-X2$Bb!z|VfFWTf!N8Mul
z@%JuGfLv4Ly9h2il7j?3zE5y)N9ZSp-)8$2$o`oP(>NN;m3eb}Iu`#A*7
z!>wL+7d|F*fbl8Qo7_KptCy$O&D7TRzILrG{DT*Fw+wx-a-^@HU$1fgVNVpx(@7T<
zB*b^LQ|fM&AG9tVX#d4Ujhzp_cLcOA`SfWe3E)^1lPk%pd)1es;VlZCHWxNLV@*Y(v`U*M{@4?dKay(o%8y(
z)Y#ClH7>QF3dhGetVOx>?3px=ZdGiXqHZqE&hcb_Jp+UNNL^qC4pdb=aaDGHegm;=
zkZgM-DV^Wc{p<;--kMNcGheZHT~~NqX60>u+>#B23!k
z+aOi@67i7JT!mGQ#l$6_&`?)ALL~)X1N6Qa1de`rcgtF;tT;&
z=H@MV4A6#zoWt4G^$^<~AXV8m)Wbs%S|(na0Eu4ny%H)eq>koC9N-yD
z1sz(!xt5Kk5xW7v|9!-Km$DmB8M=2p*%VZ^2}d2?hJe=i)AwOCJQ}+MZ2Teh|67!d
z0S4{u?d{PE-dnOLfym3xrHbq(MA}GWPM|LbNm>a#jv{s%Q2#*bw&%tVCJLxWXdZ!E
z(5(4h$E&|E>XMHiM?Sqt;F-F3vFC)fr#_pWwRU!@X<+lO5EZdqTC_NfRE`si1!gmG
z;zZRkW5m7>vFT}3-!^xbb|OlMGC3usJuDI3g$t)4eserH&{1n(LGJ0}gNih??p`VR
zt`Yvx_tJs=`?VG>bhm2Rt$izw`5_ANQAs!pwxb;pU;w%#0y@X&ZAr=FuFZbzXqIHd
zgEv3w^dUvErcspNB1WcVyrOKc62?^=MMP_{J+(WS+pLhK6L>NORvTd6+
zhUXHD%vP=1$5}$JqBUnu2mZRy-bik^=q+2;Plzy%zc<^s@iCL%C`B0Hp
z|KUj=phw|R6o1J-A@ljwJGPYy`%(LPs7+pcY-m(b|r$
zw?4%@fL|4v-0@&yn*f89ol8sX>IlL_4L?%Z+=SFek6P1@YWj!@
z0B)xA)Mp_40?X#-bvfJ;XURf)&&~A=z*_Z9TETw5=&_g7ZM#hMIq}4YDt{l3p)@~5
zXp~UUr){tSxzLgC0+xJm+(lH{EisII^j4>=7AJveixzdG>M_qbc;JBWSb$tG69x32
zPo9vb6Py-4SwT`DDJ^r4pR_2*YGY%ZUG?w|Mwx`VAwv#aEy?K_{)9S2fS6|M*B{}*
zyyqZ(p1eGIrwr*~ZrdX8Sk-ak)=u#t3`FKGjoPj(-=&>Nltl$9>?wD4l=sJslb3l6
z=eGDqj}Epfhq5S4AK;BiER53F?7;cmC$M_Z)iWCQ6WQt7fn3B(5-sk|?_c_*bz;pl
zKf3cKcvDTiCq4VVTu(2d`3{ml{rdiZfMIZ*9zFhaT5s{Gq5x8Z`mPc)7CutOIoXG6JvGv7hn%M+C
zZNyCuIxA`@g}_DYLMwLpRm?Xqm@+#M_F79
z?yOH_WOo3T&oN75?79KxIqJwevEz(0AZ8A4dNOeDKK}SL(wT{p(bSiXpL0hsZ5c%9
z!C5e!L&Hgz^sa4VRg7z)ZJU3o^#t0Us9el!kQ0`t|Kq
zR8%Z1EpO{&Iln1|Oe%f!;h)KuJ3XZeCvrS(o57`(g6%rv;M^YP0t1KBFA7T>su1np
z?g}HpIS}`)1o;zDKm?tsZCUxVqz_$-Os`(;khMBLTq!+O6}-&j>~>%|-sPC&9~K+Z
zn2P!F;F==0dw(CMqO$gU>4(n)PwIGIzTAo!fpX+)-q}l+(&kTr(QX6i7^&;w>6!TA
zMNjBR-6%WS!1M%QXvOMv%CjUQ<4Bm_0(|89uFCDFSzpnj&VIIJ_Tl-%l1r)bp24W1
z?^9cu1QjQgHGy*IM$;_lFmjI)9AJ*by^aK
z*(o_|7Cph5tJgaZ(Adx85L5IS-9w~mtv}sJ-*B_@1e2;;6c40xExD5gL7}ntLH$O;
z>1Pym%R7;eFwiqqRQ`}Tgg~5{cjLRQV>fo~sNdAB*Qfz@3XsOD%Jbu<549(}2$?>K
zwCCFqNj7IDZX5o~L`s!1o%WxMc?doBD5q_!-IkpDDX@v=KklTssUgT&qPe@aY8dsf
zNFdZIVmL!NE9pJI>azZ@wu2}qW`>%^#M|^8J!Z_5wo`aq#3>vk7qvYw^~%OsNjJ#?
zw{L%Mb88UAM~l5$VkjW~Elu_|-+EBb8j=&q<|VK0j@mW<+;kya#^}ThnjP)IUcihF
zfz3N6w7F??j9~JPh$4Ki$}2zAjw_qvFkPXXQ%mCB1dFKqGDZPuVLcdP_PndHXy;_K
z!&TMQlmbVAi>|EvP*n8L={tqH7z6B|ItZ$a@hijHdJu<0v9TH*GKB}he(68Yk8^Ex
z%JE?A5clMQ^778!D+b3R+wOh_{%zOTpC9_1Ie&iI2+u^?Cb^SsfwlGl6}KJ4jw4yt
zK2{(&?A%&*-G_&ic1F(@`RKAhMS{aH%>6Mhqj%Zb`k=d;_t+cIp#`Ox$C4T*UGY=}
zj3(c;`T;ow+%R8zU?D>?3f&D>&3k8$>DaMjcdcCmEHohzw->ERZgo=ag{eMTHZ~*0
zn4b!RtjpD)E7JL@Df&zb_KtM8(YEZb?gxzy!x~jb&3&({Ds+BI?;E~1gkDi1=7JXM
z*MIA@MdHm(eD?hLie}Lyg&99I#n@%(ofE4q#So2XB7kL-!7#Y#FWxB3wyRnem(~e-
zTfJ*oB0PnWcr8N#@`#Ay)lyAOWgsg4F!c{(OEIiMu=fzn>4`IEoEc3IqAZ8>TQI&8
z>pSI?iD%*@
zYs<+jc-z^ct$aXWVA$t+QJ%83k{sN^`6+Du>vsFpAr>b!%a}T9%iJ
zc_|aPxx>m4^r(&+mBbre&)2m!Z|bNcbAryp1gSRIC$3z#HV7=fl*9y^9fsRO7i10iSJ@5CW5%mfFp?W
zYRv);Zr&v+AaIEGmdTBze!^GKi!LmVo_n(l3fi;G%)$vVT8UF}K)N6H7!FUOtO;wn
z2o$kD-gO{|4FOw2b4eKz
zA)zA5EHhC;BPw%Piey?@DRWZK`&j$_{q@|heeb>YM!w(cI?v-gj?Z*P?OQtbYByrs
z404Ddh!`vzkxwdMyObD~4%BzhzJ2Xn2RHG_UC6u+-=?#!p2Y(oF^h>sA#=e*obn*Y
zq09nSU3Nd4i9S}gG89*dZ^r8CMx1am(-4|f#B3#k{y|3$CnYsv)k1Sg6bdXMP3mT#
zV_Q?5wEJQBM;RE5OiaR*i@4c%%=q!#tJdT{C;FrRBHtn+R2j-Wo_`1n9H3(BV73)t
zXJor25ovlwr}Yrsw-M_6@L?5B32>^={=JivlNn2AIY%{&PUw?z;)M5X$=u+tpS$Is
zaD#j7$C>!Gm>2^bI||zS8G-N_g+Ex(SStCoor<&+7)E=r7d&iVgZi=QK;9QeSFS0a
zE3XLF<1
zruX6U@li3W=FFL6)v9NxeIWItjh-ICF`>#9rA#j{tHY4va!`1MTQo
zI2Oy8w$cN%nSE%>0>Xyqv}&cy#V{r%i#jxte#CsmiWR#jFW9hQ2&~FXnmXwb=mu#H
zg$`eL!1ch8p$CSnPhg8i55J{3aoqUv#mw6@#2TO>0%v{y?u3FwPy%jWtnPEHs@c6E
zem}Li{y5!2`(s;4=%dseKlg^?*&ci>PN@prrlD@+o-5-=j8FxPZ=s`et6)W5K|%1|
zy=~tt@4uv*-?xvgID6bCOvqm7dREnxg|4o27c|CV9g``h$JJ_w1hr_ZJyE-Ed}fS6ExvD&6CHmb#pK4l
zds_xariBb%{{(bUQoN{`8~%Ko$f(C%5pCHlp&&oZgFxOT>$&5y_=szV_y7EJ6GVeE
z#MIo}o=N(w_maCMujnUXS!yqyp)9x4($)^9o6LBk8KSkn#&^}KK6{^Uj*1eG`<&pF
zwhl{sTUoUno2tVe_9?wSm<5!hsVPA|Y!>`)$5c<;$oc&J(-b^ut(=ToV&-u(#)S{UWFGl!wE4DdwCBnZddy8dzNU7z$~_CS8+$)GEsJk4UU
zG-u)AXE!9q?{RE?TvqNL7ZubpDMyda0=rkxw`x0W>QoQ2XE+CD`uOB#o6t3J^=f%L
zV?_<`g`Dj8_2(3-T6?`fgj(I`;lo|$($Z!%X~w5ox_r4kowtq8Z-Kye?tI1D5y}{V
z_r!@sk?%gxZU8ykGB?lb;%Z>~t`ZboX#
zgzX#9wWg$|&V;e^=9o=6($-a_D(qWGiPPLt?$KYZsAn|jdlr%e>G{zY
z0ZN1ZM{p^rf=^Q&^i+TTZuvN0GYsks>{^l1e*eJ~{ggGp3Si2OLA_wB11Fw5?6{Uk{+8w9=yvZ84XxZLogI|orHYv#0+gE5OaQ%(CzI9We;Dy!K84K8@dKvei
zniD{zrcd9(K}o%-eum#*pyRM%4j?DWHv_`%p94DSG-!~)|0Eb>`f+nh#Ne9%7>UWr
zj}9&D2-`$6Ac+#Z54UmSZf(dov!0nvm`V7DgXhle_|~GrWoI_q&W??yw`=Ig#vZo8
z511UDRPLT&sw1owEy8p%U|$A&n-S`ItrRdnkt4m)-VR;eL1MDusvFV1P1xSZTIpZW
zw88l+_z$@A?c2Ag(va_Y3=e=H9_Ly-!jk5p&sy(murJn4SY
z9Cp$SBZ9Iu-MnyUPqf6bhRC>>Ez!VMv0OK>4Ld
z3O_^MO4c@z_xoq(yQ*j!Y$WI@%_5rGki@VFAW>(!Ym%=Ben3#FY!Oqd5G~?1ablCA
zq66HC(R@pJoYxNSnh#j!tkR@Or!HNZz%*}jPL?2O^5J0dL>}nl<0J7r=~cUS?66iH
zXTHnrzQ#u&x%v~IdeT=fH3$cymjG@7XQVqwObmp&pvt#nQQx2oGur8Vh8wtE{wPgf
z6U^S2MRth1Xigjkk!;Q0?-LcenZ1BbXg_Fm0H6OgxU0p@tKbZv_W{w-Ee;M{UHZ(n
z;QNQ#=`&_*Wni{5)UsCHAR)&FIcE&Dingt+eET+xF5aj|kLCeJ$aG?qTx1Xj3QkDi%nifWBX_SGV5aDYeOv{a=|8UkhX@Wdb_{dEqK~n$AX<44QO0;T09C40;)f)0_j*H7gY}cXpk~-`cfPa(NB?1OvfOyccUS
zisKu!wX_r%dFjmij=Y)R*W=@JLZLDqbE+>wW_P%Gbrakb?MeZ^N<78&BN*MiXS}a1QF`;!F1rjy;CnQ56xRt?*FJO
zqgw>a(RDs^^iCefc95@a?FO#e2KK%Uh1+&)&)fO$r>p3*VyK)ks5oNee*^?PTiVd(
zQp0%F#F_#aGb4rF`4KKAohalk$|&(Siong$LN^9*F9w}$%hs)jA-Q#-dvF1nzW0p#
zU5BBUapw7=LR0;~f{rezzzHGF%otv4btMILiSyw$uH_AcARmdFp7Wd`B#s!^ezi!A*aL{M`_lvZ1Y7wNoRiikp2#sWodBarm$a
z;Q@w-)V$F9hip^X^Ol2XIl)P3bMETf4-X!&i(q!K)UB?{=**;ki^EG0kKHLhXGF~9
zt02-CW2$4!n@)XKH^Xh(v{4|^!)MMkGCH(o-u$7RzS&e{n9Vo~TZb9mmZG1>ZrMFn
z_tTWkpST;qUK6$+{AEv&Hyn5I{repY57^9oGH?ET-eAilZtWIYf3TN(92ch*yXv0zMsE%u?r2bqxnu;uUhn>_RJ!=
zoKp6vA2qAKu$yK#w#DDMYD=fHR~f)AZ{_ikqz7~aO%i4&hVR@`NrHCxhqZfkq}
zhv&hSa#^i=20YGNALhbE%*T1K)?5l9-ze)Q)wd4prZi=-gwvpdpzb>e7!L$HR+
zwUd|s8p?q?0=6EbZyU32-8yqUR3*fKeSUuaMqXppKu&pC=Wi-1&TRPb@uTzn1q(*3
zUq4tn%Y2XgPpz9OIU2XD)|sHF#h-%qV~!st2K!u?id@7f@>5ceA2+7pb(F0K(QFKK
z+!-oYY%*SaAW2&gzl|4tg2b^2+Y0-9OEi-T*caBGo*U69*tS(`csuAy?
zCHVIC=;&gvAqxmHMm0a{`zLUSh^Q!If<#Ox1;!u_Zvg(h5K$E^uYhYCR9C0fevKEx{zjt-w0t9*;Vft^#?=a>xHe}j1
z;)!?0eb9AX6JQjH3wZ+y>IJRf1@`6zt|eIu#^&amwC*R=Kcb)JKChb(`;|VKxHp&p
zIlAJR<*`GKKoH8K;jUvxQ=RSjk+nePtw>-N3)*rt?D#Hq)4-YV*EvRQ-YmO*IGr(V
zgE|HjBW_G|FDTe!wPifcbWfq4&{Nvq<*nCBKGXji-?Tulu=jHY(X;x
zu?jale>Rh?DIQYHbQ@1x8BXYe2|Tr#)r-rY?6YYVFJVK-B)rg*Kp
z;S|G{b0Xu9*0sDuQ=8k%Uleub6l0UI4V9!^T-NU%>d
zWGFp!>C)~uZ{ODJXu7jBhb^AVmZS!&V(aP5QU2c!x@w~oJ=~FzAp(NOeOQ|mi-=>O9K{QjX0yZ`uIN;jXYAOHDh@A1^H`s|{ylP5b1NB;Xa6OfHkLx^F?
z+&cfJaCK06ZBCLeJD?$N>^R*R7=)&!_CtqxsAI{FL
zfATc&@rT0QmIrUIN@zHF>eSry8QA4z2xk5W=keKhj85Rtt#tgs=0*)CR}3iBO?te0
z*RGt=f6ROa{G!!d{bSIY8sn~tZf_?isf`!@@oH?%Ll-1?;1lp@w?b64+uT?|T{4Wx
z>$&W;qhtfp5dd&18-*kv&$)H$bj_sNbhXe%K(axUF>H$pWv<-~BODtcj1ieBzNSpv
zff5PGUly|7AH5H9r&-B9U-g8>IOB20>LF^SN!cOrTY@&rG{y!wZmr|f?^PvU^Rs^<
zzh8B|tJO%~Sq&xO-uUJ9*T|5!qaGK0{OvYk;powtC#PP{8o2MUXzpnY#G-pU425)FhhJ&luyb)FC>lEwOET^MTg_N28*p@~8s;n$C?Zf-jd3JV+SnVYFFMa)Q
zU0Ay?#%@Lk(D`6N6`ntD%P|!_x$oS+)>a7&NTHU$w7gn~xOI;a3p$wZoQ3dt;qjuv
zl;Mp#KeWMr!4%i^%Y^PWWO(%Mdcv;*KqY+mO{;6B0IyU0@@p->-KJTyZZYL&8&TIn
zluu|`bH?f;XYq7hjYSU-q0xg&@GH9rY|9>Em;jdJ=@&Z>>P;)iT*D{vK5%W#m#~~^
zNl}bD)h{2g-k|2sP*Z+9<5F=w;+*WznRWVjAlIEnSnTp+#=_o!^pO-~N>ux@fRM5ICa8SnozH|VFZrTp{7
zj6a*_9s|Yc)zN42ru*A1`fb85A6sn&rN%bge_HAMBVIc~P#aHt4l>~`X@3=niTYWD
zhftJrM9&8ipSoh@O1)D>nbX3dAOppRMLjwarE|F
zwOT17rBHfI)Nr+OIl#j1T*&K0A~;>q=hwHJfyWqi>!!gZX3q04Wu9sAN+V~Q6B0zkncLbN)(nYoT)cBJF4I3}c`K+(;qUNoteB$@H
zySXW_?F7|b-^IqJ15>?=*+bOAz*@HeserBv_r5FLHGcn|JrN9eZ(YZZ9$az0xq^G&
zsb^*>mv?gCzmEI^z}hk_H1t1W)nKG&npu3N@Ptc4@ot-yIMM`rPrZGAE;nS_!pBXr
zfgkLLS1}fLo%^Tj>fwO?;_2FN{zYo0ny7w?m8!aq_^BgSDK0QXBF%M0
zhOCD$0H+(zp6N5!iGC1xrFTVu`o0ulQ{Udvqfs~D+5+LI`)vtkn%sKnEFd{&9jb1d
z3CBGGQ6mJE_j7WpH!4!yyZlyBK+BaI(Kbq;>4koNM+f_q6#8Fjht!)My!nM!Ki5?z
zs2`p6x}qW!JpDq#zudF}i`H-5cZ&d(VTU2BgqNuLixZKgK-Fn`MM*`#CiM&+ZX09NWqtvVg-(Y5PMW~E|?
z0=AMASLQk|&9^x(H(T*Rx$x+obF=!RExUVfF|XJ>j;hGgZ=>2nVM49L87?EH)vzqe;cf
z5BfC|WB-^n*|@WyBY;RV)4ooKSrC^MPv_EP5r#eDP%ryUgFN109gnjIYJ;^I};%hsX)b;=H0L4kIK5P!(j<)$nS_?vhg
zkyTM-=_v;#dF$_|?Bj`fBV_;n_IrDM@FV0T6y%6u7@|!DyN~GF
zcHiv)tU}}Zikf%lLPbS|fW&M)#k#yIC)GWGMVm>#(1iH(RDfA-Rz1{I5`kr+~WF{O<=5NZ=Qc!J9*{G-rzQ#
zix%DWJ4@t%2p{6&;))(T2&SUBj2dN$3AsOCe@EP{Y!{olfR@3FJS=cTCnZF)QaD2%%eMWvn(&qez3EdO5#1=l`iRqXU~l{;O|oxNYed
zx>ppmcgqXw{!<)J)gJn-vT`9SqDE(G1}r}qrDf^os%cAX#>Li8RJt&vyjOjTp9Yz=
z4LS$5dl$E~`kbAhbRG2V)xKDO=GHtuk(dUkyqn7g6(;>tBmMZPN7q^t30?W(a!g+K
z{g{X!Hy%FJLBRW}+lIS=-4}y126GM~WVuoQ^5LmQ{rw;`y6%QOhff%0y`v^M3pVA#Q-CL=epZj8a<{JDxrbRS1d3yD)9(;O{gvqd`auh-Yv=y-_oAJWsZm7`c
zR~ULwQr+6|TY7guRrzl8L4evS(;*0H7H{6Vr6hwj(<{n9IWswl&K$QMFj2@Vj-T9n
z_nde~d^C058ST<*SVS&H&;`aD14mF(vwZq0$!mmV&3jgFCM^Q3XdBgaBa42zZB|LQ
zIqb=^-Gu037D52|++ZV3sQ04EnC1?PL-dizPNfl|N>#rv?u6~T?3(X%>b4lpxSWHL
z_e`c2Yu3Gj>%hZd&EYn9?&TM`Hr@zbUQaZ|t}mBP7&lHvD~2lj#f!V2b>IcCg!A6U
zHI!D`%FO~|Ag(%pQ}}TJd$b|k?4n8g97ORek7yicu0u=~xtGMS=kscsN(-db5belA4>;gE7S@ayJ
zccnWj_i9wH9wl;_*70Ih6+20v?yY8SA8yRiDt#u`!XcXtq|bT9ZAMYU|M0QBHk~`r
zsP;N=nDmKFvpyK~!YYVk<!+EfAZy*
zk)ymyD}8p3rmoI|M~^D1mldCpTX(p;J2v9)mRnNTkq!Vdt&b;tTCr@|4UT7#Xi^Yn
zqeO8D2z-tApse4Pi011T8uWhW>ZjKHBi&<$Hqw%M8->5Wp0oCWWk$lRM68DzkcGH>
z23}i~de-?t@VxI)HMbaJW`I}riI7%;AJuKvsTmnz$OhOzpMO@*Za=1H&ayinj%Y98
zn4*8)ws&tN!j$TV6XKrN_3j=sc7Nv1Qw^?X9iY1S<=q-hjikT#ttox-HhY!Zgw6;3
zuWtA=fQo_>xCO3hDQZlbJP>YmIWX?+7v=+8quQxKt6z9@hXMdwOkMU(iL{rgnJV*=xYe*fQwOnlR4fRxF3`6WT`nCQ(sQ
zLgOQ>KfOFdNGWwQnCN`uEXc@YE+YbkfamwPo!hRyjo)&+nGtY>um#z>=j4*NlQS@nQ
zLgt-6e;ZJAuaeK-fB)wlPD`_z%DoieP|D$Sw!7Wgte$8;9gJI^`97A$(Q4&k(9s)D
zp0uWn(zpYVd!%`(UhUJVQ}E`#%s`@tL0bUg%8Hi;FwxDFbZm8Mf^;J!+cc^2dWs>K
zL3vU2Ogol>nA2EOo1z;UX#~1b;wCt+CcZ?tBo_L_>
z^D^h(y)iMtRM*q}%NUs!K1c?QVvCZ$5T^VEIxKVe*Jf&JPvae$>-oHW$MWW_G*iF7
zVGPq6RQH|u{$H+DMO-+rWw3(0YXCLbuRZ%QW&(Wi&4jj+=L?|Dx_+s`U!Vdk5>7dR
zGeoUKv4hK$!uoPx?YAd07~r0+$2V$8Z@?UTy8n(Lg=EJnKnv-nOyN0MTU#&X>~H>T
zUuY&INX
zj=+19PTNyec>$xGHy0EXi0)ieTueLRjvZ$zhiZxl&wB*C32^Xrt_}NK~FHhY9*Z7Kd%;U-mGZ@^bZ5A7BJbLQX
zFm^XhMXsq9D4(Q2z=Goan8}xt-M;lo(7n#*zW$JW0{x%>SxQZnP)XS%@@8*AY~bh%
zp%M7r_F?!G6cPb8%`bCYt?7JYT%sjoGon0^)8Owxq4mhCTL#jCTeGU0jEvtKyj*KN
zB9Zj#b=Q~K-X6z`D(!0A*jhPr$6Bw{SHyY(EL;H~l?SFt5)5cdt+}&q8|ea
z$euW3eJCOs`FZl@cT61;f;bpeO)H_+n{{5)c6?T%o+DI6dG!X#9e_z1q&hdj=&Egh
zhc2{N^fuy-CZ)KAfq}Z%HubGHPIRvy0=HUDgLy|Y|H5zA(>Iy6KiB>8C8nj5wY3i5
zP9}e(WX^L2BY4A6eWq;w-Sn<~TQMMF_$If6qqAmoA6oTh$n1%%0TsZ}+ZcfxLIf2a
zf0yKpCyySX<5$6{XW=pIIYOGI=z3!VPp|nhXaALELlLA^y-`&VAd|V`Mfw_T{xn#q
zQqD3o2a?;sJRT)?EH1wsU#&^rXXgF;E%`>nU0uULK-rN^5g|))V`^bi6HqqhonW+8
z_oz2a35Ykn3Qrw8*qGLUr<+!Dk_LxrZ#ZB;+#-ASqZXzV5LCbq(zgWZV-E4S?$^KB
z>qieCBB}b_;p0-%Cay4e8$s}qx(27Z{5c!H7dPQe9DLY=5OZ*MKx1xo-H3b}Zd6~U
zg1i}Bzt|y*ICDm>zhq8M+p(5fi3)v}_kjCj`&W3rL`;vojB4_KHzI@pp$$)qt=(6{YU)Z?*j@6-xLh-8(H=fn9W}JCFgO^kzAfc!6U*VE^
zztXDH(qEGDa@U9_@r^vo{{cR(X1Ets3GPBsvWjjkW=)d-rfOzj!BgQ7SJ(ZtWJzaU
zN=WI3b4C?O<%EuLtH%iQI0x!>Jx@G$PKUc8=OrEeF=U{Yz5FgNUiCz~IB1}?%HYhg
z+5Bwm1cEGbp*?z4L`g(7eQwlABw{?rD%-Hw`vdy*>uD2pw7hrwhJ5iSgX!>xq9F#;
zt{2AlzqwGuI_hr(4uG(UxOZuro~Ezq#fxXL=4=2SYsNlA{o>Mj``ES${wLQlJkHX)
z@HNu{ogjUL92r+-7Gl?gV!`YYyuW?Ebr=#}dB86Y9yt;YSJ!**wHb&f>-WdRG~VM9
z#_ehT@8c5u6h0>|&~In}O_@oDRu{oP%;qtOdXW%*QSLMDA%wZQ{_Fb|>KYo8$}Bm-
z#Y4_=rh7{OE`cx*bqgbp;yKT(B0*H!lq_|`$QLci)qB4z-LaW~|~Go&3N
zur$cAV;}?ge>LqYK7&}RDPzZq%^J4)1{gG{Q=}wFu%~8ML(UN>E$tEGfvnf;=JjxmOWOA-Nu_ZTEQwy5fUF^CGgo^Zd?=i^fJ<0J}db)_Vg2K9$n9^HHIqpC2p$VgB7>&`$8zhJg5n(RJ
z0L8eBgPicEFladhP97hc7r8C|Kwt#t^Fit~J2l;^r`qI>wtZKN4;>hkVk$N!1{a3k
z={B{)dihf^xf-EsbapLLpRk4FE9HxaX;)5$dN+aT>vr0pKBkm;lU6kR7T)7h#g6!
zLjah!!JlJ|wQUi+X+XKKt@Lo7vu26-Ps?6jQ6ooK-faGV8|xO3dqVvrDl84Fu-G(~
z%0@~CIX7^EaPsZ8p4XCTPC)_T=l?0`R971PbL=xr)FEn#oy`UR6Z)m
zJ~5NNKy+ww86N$1Pit$hNuxNWMvcBRB`CJWe2%yGOt32XRP3X@CceL5^|3Yy@*w_y
z;LY3QxihF0WRFAE2F~)-Bl$-q5IvN?
zp*?fwFglVo-W|VQM$H&gbRoS7KP7i_74r*nk9K!*K+tc
z2{6l-DnT?9fsK)i8DfTG`o#HZ7$WXMl(3ven9Xj1TGHW@B3StQZ?=Ukp9_ub>@QVh
zL^cVuRY1T%Uc5Tb#0ljMZf1$0`tHIAJPf>?u`7tc3X3ThqLe*83@UyxAR#{Q{-v)+
zs=qPg-Cg`tBJpU;Pe$ZC)c|qgxe1k`Cw5O=OTBMN4;Q6%?p?3
zUzvQ7B1!zAg{h*ol8)(C*Ew@cKypJkiwr4MV!aqK;s%l{qm~hE)>s!UJ>8oZAdl80
zhG>(cCEsFdyKT7SIp2mr-yL8Xsbz+exWMUq%
zl>)Secvxg}_N?wa0decXcyg3`+O_ts&xU)TIDD-v(YAHy<0cR!tPX`Nk)a-`WH^N$
zr_kyP8&FnkeYfS=v^5qLZ{G@Abb313xeT}nOvS^R{+H9p{VO`|oB02<0Q2%pL~tl>
zh~wj;hfHCO3N-RK67=D1CvS=XcjRQU)K9~%wEysju?Nd^QyZHMlRYCh7yq2}K5$^S
zyT9ACAL6$WI$GEsQ6-X_wmPc?A2b-D9D074>(MVV<0|k_7T&uIyd{rCrT4ck_1`aM
z2&gM8T%CXAw7)#Y4f}EZufIyXcfH(e*zUv7Gg`(;8#gL1=xBZ;Y}VG!eJsux9q1k8
zwAtylN6!tG`U4Y(kC{ERleuTqCgq}yr#tRj@9+P4@3I~vdqwTC$Z5*g^EvWZt!H)&h-&)DyQokZL@n%VO>$Q;8U5CNlvUm
z1FARY$i=27_wL)L5$jzHcJsgNLY30>KjfCkX0hJnBMxt33s;Yl>wez8bG{5u@jFgD
zK4)WWtOUQmqu6%;OfJfRh?S%@AT_K}1Xek9HGK5wk)%L^bxPy{9JAb)&d!#YB!g=~
zVcIhmR7$uEa0{G)-0*oW|Nac`Cd;>?14Tno^l<0nXGTMYv}bVI5vtRngXUjJByidWa-VgJtS+vyzw-I%UQ4m6bPjZmCK#NGRgW*=W9m2#QOW^r95Q<=_?J
zi7Cm+p^A-F+>X42Iu(HN$dN9vD;!(5mzkhyXx4sfPO-Y;%YJKXKDA@7v7dSZqyU){
zydr};aHwCE&vOKOn^k;IO}!k1B#JD;_6PiGR3)#+z3Ygg8a(3yhJNZ>V_0R@tCu$2
z;<*7`J{*8RU`skd$cv#j`NUutS<(4g1dv+f1G?=xRJRsZm@W08D?v2A6Lp*xAUHC5a*16oOiC6ce%v0SG`
z!IS&8qj7Eik(fKI6?UZF
zpz}qI%pjgE@F!0Tl+2J86_Ur`#`HD0M=tffg+9>dcAuJf{x_bOKQC`g%2TI*;le_g$bDBdrZW`OM}l{Xi=*e?>Akc2aBJU94(0uzM!w4f#Gq~8JmLt@fYbCBJ
zySrMz={S`itkxj!NvAC$U2XpCD4&>j@X{q=?n1y{MT!87DL5(MOVaFJ>HD>B_LLz`
z5QdK*H_?gq>6%e=`jkKwgsk5dT#ZAW>mX3slkyx}J3qwI=~>+V{bKqWq5A25ax>-_
zpR(|;H#llCZ`=qxtWBhX8cnHEK^jM95c4oU{k>BmCrOG19_|#kNiBRf+)F)qa`B2m
zW~Qb-=dygD8j#8|dPt~{kXFQ*K-269Oh*981MTW%k^B4&LkYg-#6JOk%_Mo2ZkMNC
z&EPo3ADq9nY1gg?*B__fg#hO-HzYy8cfBa6h*>2T_S`GX)uXA_S?Ue=Jo-fHr
zWZIEcRXCob8#CH$^p}W`CLYv2l-^Dd544MBPw86~$*Z)-UMG`<`Joe77T8@<2v##^
z%$U<8VZ(iJj{)?G)O`C>qbf;5a%gRZ#|$kMsH)hs>+0$xBMD-i)?OeX@M6)~)c&a2
z%HxtKbZS+oo9UrccjLRcXp+wcPna?#Qo?~AJ=*zi(dhky^k`(qbqeigBXS;Csg&~P
z`g@seZ7Jjf3cX%;UTY7gSZ?6Y-8v%bpr^l^X7eU^+%3JGr}Ui`{w)f>j}IdTET@um
zh6WObk@m&N*f_*})M0F<2nY_&rJsk&eFK!w$C>KTwBLJ1P5!jyBW
zBlLa^9N3!nLYSn_fCHW=o4*d^`jA6+wlVnu=`h6!`alIg6nP9BNX`O$8VaAo?5w%&
zOLP<9)M^#6#E+>n_2pkNt~$jop|9N0{{b>B?2(xWm%x(79q0ymz`1rV=mldR?^l4h
z)2Dm(RBwz#cJ%3>^kGS=4!UoRo38!ztT#wb(X=m79+CS1rd{HV4%=F>$o8B&K0?WCpb_D_kD1mp
zC_df*`Y{te1u8?FEF8tcSM?h>(EY-5?nY>eQd(#Q_#^0+BazK!{Wx{KR*ed~!)~aq
z8KYp6f;53g0gvD=Mjx2ep5JQy$cqIfIyk($QeRP0s;J*A1B(2b&MOPmeI~rH+{H}8
zc>}H!M_AI6!E_=XvB}4^f*z+I}kBh#6P~m-#>XWQETqj&6`6JQ;coMnD5E(
z`*$0oNQe8p{i_GT2{@|mT4puPT`d>nGJ)bTDr4cc8Mw+~NZn@#lmwi6qB_Cw^AkCp
zBsa+L2@56JShN8m7Niu)pt@roTQ8WFMv{>TjnU2XQ6n{98!i7l{r5l(pfW?&Np?If>>12-5^
zc^PF$ZG9!W5uswi0WT~my?5p&BN)?oa~`1}0UW`>oXBm$ULETGXWA!WmN{Z2o046B
zWEJ7B?kQJBsF`rBrYDn(=xbvwCI!(i#?2W~Swe~+_KV<|ZJ5Q1GPk-+n4w?NwBTzu2GfF|;`1N^LuHl4
zIv{uQ((3AtsKeC)ZEbS~E;|>bSn#U^DL;PGvGH86a*TK0`FFUV&kPaI$vb?cc5cAyvl${eCIdA
z*^}ws8H<5@`?;Aa>_N_|K)Nz}@VuX(u0t0)@dry~pzIfUZQ%e422miVjXe#(7jtH6h
z>ni~t1takLyMJ_#W>vU28h66p`kv!6dDnKudU#ASuaejNK2Z{CgQB)gSRgh%FkVSU
zWUvjK*(M}3bj(1=!C5E;@XU=oR!OXIQBpf1XZ}x@McERfT5j0pT!5VqW7HN-DevdB
z=Yf@Xu3&j)mt(vOp->WA?fBbn(V}hy%@rMLrywC@l!wD>2N)}dRc6K9f5W?zI0t@~
z$hKJT5;Vm!52rmu!mx~jC#jO~m@02_JGN6`LRY4Xito3qQRd#7caB>(SuB^EDOfoV
zjt)Mdnx*w;XG7gP8#VvPEn5x`Fu0qTtY(fz)p}@{f$K8^xC*T4AC;ti;B;oV7co|=
zxSh?-E8e}6`^zQN1oWGXND%iAe>oY5p{{q_m7jA}j&N{3TIhDsX!4ZaXU&M#doc6^
zX(EvG;q-*$nCTB{zxC{C=Mf_k)km&j`HSccI!VEHk6DPaH}Eza7wWfoUm2_rH5a|+
zh9A5O1=JG@%=IBiTU^8)k$nEuPq(7Q@
z_bm0!=3TVQj^kHk%7q9}aBFzUpv3aKt5-;gNfeb?d3N!JUAuQTjrFdE-t^sH0Zb-X
zxA)54j_ygvs|LK^vujs4`s|{QYnBAlz>S^xnj=Vr^D?U;djWt=dECLRFc%7N+;F`?
zIG6Y*pFO`hTr-)TEDFZ%CBL){hrp3O_i}S(T%_C%>pME2R(T(N6dB0GX`JS^Nwk+p
z|0JYF7Bi{R@Xq)v2qYBF=n{?I$)Eti=yWS^sP9?
z8khQl;$Jj;a^6Ck&Bh`mYFM##BS4V;l(YX(?F`C$_K^b{Hql)s@e>cM|E`DLq)X>M
z*xT++3At<*lZQJwghe2OA*3FiC0`=o6_IygcEKuOhMUqf-@IEI>pid4C8+tyo0rpF
z2n5_stEX44mi{2ohSQz0CKZPqXbuM=xl)qQMN>Zp=fo%5+80cO6hyneS-BUT)lTF-
zHySV?F735mSmG5Qc#%x{4H4@SFjD{NlN-1UZ_^ORFsolI)W|)7LFaf>LQL2l{T@TgbVEW_KDCBBtoF^gfGWFQ&gaWX>eRg6eTNq
z!I%xNfV|?Dq+0$`UNh%jlwPl%OksZC9!(TTjWuWqO~p_)c1At1#>8LVVE$E1uO1PJ
zAPRCEi~Ft%!SDY>+Y+rLmj=+*j9&R7*6@Jt%clkp`5ojXJjjm%?T{cDZeQDihF8Lk
zS#j(#C(b-H`Qe~U5M=`LS$nRa#`C9q&A+wyO~WVAbu0n*J!Zmj3&qzXTD^@T*py)`Q9*ws*STvg*~`hH#r6
ze<_Kva{Hp)u@n8reEYF^=c$mE{;fC{Z1k8DXvbuya7gtVe+ju55|d*~N6$`r#`z+K
z^j4{zXBA76`=N{N`j>y*^zrxe8$<)s|7tANI1nGC_k(Q_U7;T7H4gW_vu|K)EO+BR
z@3c?@7HJFuKKcCN<-mBa|U1;-b7U^zgW8ACR#o<
zNMlq`TLy$4+9zl{#e~=nwS*z-zp=9g^(WsX_2&|P3St}6Pm_kEI6HrB`Dq6LJ;Uem
z>DS`EREqQ&2(ZhEgwE-dbo!o&S_z96Tlqh~y%tX-O31SEatA&8%(mG|sp=!H7jjxb
zw*-1mntbNOncsh3TQ||}Skf7_Rcwg5X%@RL4~)A+e;`}>FQzp;-L%tE
zJu3t*p**>WHQ
zT8}LDF-Od8`cerG;}AuE%VQicgR}>uzI|H@Ed`z<$tQdfJ_2@A7~RpqyWX^iEm(0T
zzr32*k=Al2g@_w@atvb1(5O@o;PF>XcIPsdknRjwngwa*GiD=40!IbD?pd_2tG`$3
zEowl8fNaFEaRTqflpq=q2hM3T?d0>NGY~*Z#`duVjlQYVbS#pz<;=aKQo(z&&<&uo
zQg*ZH6YV^!N{zW+V(}26^h8L_p5bZ6QdppyNXLcrLFt1
znBQ{ceXMgbT3;2WRH@ri5Xt0lgv_S_rO6+|XbbxrRQT?}?XEYV`EI=XVu{ysK~+X&pq575@BZhvdgM(vs>>dNcC!1kkM}bZ
zAb{VVu!;wFcvbG*yUGP=I~3Q!@aMf5R{Sq)6E
zyzfMQh;-{aX9)Sjr_U^}rqp9IINdhf~+EuyX!fQC!94Hm4V^SFS`rvBgGCQ8we2Q&Z6iP!r1c
zF1aqL*Tifv*0?@ta_Cv#53Os4EW!A^dQkhRQ>V(+EuyofVI$;n#le7c?jT}ay1YBl
z^-N2rXRP`UVP8u3tdXibQGgr;FVDr7`dx%zWsU3~vVIe%DceL7%JnAa(}&j)E@Oq7
z9BwSJc-sCj7{p00G>C|5{M8{jlvs1((@_*^Mcv6HaCG5il;RcLf&WFk;Ic52O%u@3`RbiJ^-3^DAO0-
zSDz_Uu5KJXe7Hh^`2@?3QN6O-4*(?KM`JGwZ9e3u0tH5{9e~Y?-nZ{=ix-R4IUmEQ
zexuGl2W!xn+yO5eW@=FnKx1PY-Gt6pGOBpRf>Dj~h8t+bFUchdwNYrvr85}j6Bp$U
zEOQC-hTKpCv?VG@zaaWjqps}@^Iwp=
z+}zYuZX;pkgd-D2Wy*`BeKGfWU)SFHQTv+TKuexpUbj;B_w~x%Hm9-An-|c4BD$n`
zgwja#Kb4Y_iJF~2u1G4c2t+t66bsULtbyPw+@>wDsN4vPOgijlALCL3RcFO->fv}_
z)-FjJRzn~bscWjBWh;jHv&KZp8F`z3M=x;1H#GgiXsjSUYTE}0e-}RLX&Y$(6Op&`RDMrsVh9p!i9!&h^g-D#kPykPMH#5Ly4QDWlk0yQOzwKR
z)Ie@2Y23K+XJ*
zur{jZ${2(ed`WAK%Y@EBl%Phs#jFyI#F!rI2GaUx&z_M=^Gc`x>OZx;<=_L(#iHGD
z$dLWo3G+4$HtJBfzC)!vCCRA-D9L!P>DVQ=xVQzddP1RGX2aUmPp1wGeM~7=NZ*qK
z%OErs{};NB4iAz+=GbvVXf+1;{oLk$E&6@;?c-)Dhy#&=2hiU*);o~~5D64gW!s4p
z<%-j6td#w0no*{*IY<9%$1h(lwrs$;4Pue|!b-xL(FTu#{(
z6=3|2FEBDp;4_hkTBkfQ$aR``({{YWj8i-a6m-;Uk@&vio)`u*
zLR#L|)ibh;zTk|ylG%jQh{oq;br(j~P%zp#Io*?5I6XG<^6lHRr1%&R<*?WhZeZ<9ZtAKBs
zq6%iI2+RalK@O!{iXvHu085@AJ93E?qMQ~C-?847TvI&2b`HZaW#``np=kx2g5f!o
zx(Fqi=#dyT31sE3X^cC3cU+uA`Fwrxu;G;Bxw(by6<(}p^UGQzq?%x2Rvx+dz60j~m5G*EF_
zAZ^0uUw$}hLd$!`vQC*v#Fye?a+8RDi5)^)5;x%C?qIVH{UpeaFAuUJA{@zu1zu8g
zD^%OvcS(CFK%W6wh(Z8yoZQ#6^)(G#+s>MuVSa1z!i931;phx(eTUYw1JHOTu=`-6
z!_gBlSS;hF>U6(f+g0os@sVWM-u|8UM-uC3=FWTkIn_TLZ(Acv%ZR}){r;a8z!IQJ
z=|CaK4vSow^3{_uL99Wf{w=A#cHX%D*|=|mT84Bd!I902a5awm6svt#t=b;Vtzvj~M7LPM;#N~RdVnJ|GI%U&VVGbF7tTnxcHZr|K7PjaU
z>8gc1f>O@mz(*={^TPsueklE%Mt7Rw^J~?kNZduf)Nb#aZ}s{PH;+y@@#mhutLF;x
zrRo3hO2uEcOJ9LuLmdh(ejlsW9Q}G~rm{=Wjo8-of|vL;sx;pCMOz1kG#{su6g&5*2UrGal*y
zLCmQ$0rmt8Ko&4kFaJ=H+sGRcv6Z$#+TagkPfz1RKN_g~v1Ia~_O5mv79h@pys7xP
z+V;=e_~FJ`G&bVICG&XxF8VP7fSQ3fCA4hz=Bi0eGx=*NoH#GVFG?)M1f7N5_x)kX
zp!VVx?@R`Lf`Yd~lDK_efodJUYctNI$<@1*3YtzHIHAv9FBqPj{z#euO4Zribtgs+
z!GX9AA$j!9md-u%(h(;;S}1xBq>w@5%!jh?%?iTK
zjb!MfRZ|;yUJNiBHzv#*47Hg_NtQ#E2n>Y#oN>!_3u=5UY!lBlZhfmH#yJ^b_>ojI
zO6E{pZ(RD;ly8MIOZ1*(Ba$mWj79LFH|UTO>W0+S!&a=-f3STM`G~`flOh-2@1Epf
zAOC|ROsEcE0=afe1b6}tKQCA?ER;**uoK+fG_KD@4_BPQ=OS+)3cUo#*HEkt~bwCoi7ds}=F!NZM&
zNcaT8a|HcP>}hz5MzP+lZr$2@lhI@*E?3&8`wA-av`5IztgRl|R)76^XnhnRa!lFU
zE4l!##0@wC$;ok4R`jjnfe|O+ZPji1>;XP}{PM@fo}H@Ns3<8V&}2U)t@7E0MI(E^
z9e$u5d{iPvsF?VDUL(PfbPA5c(@S63YnE@1m;0X~_%96&`@2e`h!vqj6Q9G^mHV{f
zW+k6IIXbvQ&7W6`svPbuI=QyJTSjC<$=n0Irwl%Ic^y$ufeeTLw1^-0mnLxW_ebJ7
zro9FTUvRGU-J3UMtXt`9kTn&Zn9`Tv!I1gp`fb{jF*pCl{N$)&xe;Tf0BL0aZ_c=t0lD7l+>boj0-9!n;4$a%&Q2T{F1~;KGG$>h!#i
zehYHuW~p?XS5mV`pL)g+_n~ipIz@WoP^+&%mStalSuY*+@2IaWN6eJuUpcfK!qn{$
zJaJ2!$kXE*4L=vqv@N)26AJAuAV~bu)h5BGG(HJcgj%%zL?xpp?ewrarWYFammy}i_wqVqUoq0^hn9)9*>ZTiCs
zjDic_bzRsex?Ht!Dz|h!yAL4Da+mvV`Qo3k;yuWmyWmZ0FRML4b&ci~!b&u}t7-P8
zmSbD|lRMk4!PU6_z#;!>2u+CsXk$4`iQjB*d*Mv~PKd%82jyxHK;}R`m2aclba9>~
z7h4}%qE4eD?nfq_cI!s8{qyIKNHDLo&@nKGqDq`FBhWZEZjKLUP{deF;QiW7}T
zgox`k6Rl#V_fPn^W!ZJv*~K{`(ek}d=alHNxIV=!8>9nx}#btI7
zp?^T_v?gQcZ8aEa(u{T)G~xl%Y(x#f6mrioPxBUi`1Pfx2DnR=TMO!EED0xWHLl+N
z{cWCv=cJ+0Rp-uG-&v2djT5d6MVxmG>(40e@CW!NFjAg;&K|L;CuUiIx9{;rqT@$|%IPQYS_>YBIY|6~E
zgjs+?a=Ehp@Q&-dQNamLxzy0m=q8eN$(qHr0c|Tr
z1w-_2tcFndwpNxIM8uQlqXPa(Fv4u^aK8l25vf0tMIk&i9scNyQ`yd28-GiBOy@_~
zu!skz{md<$4M>go^l+s<@P@*-*+{QmOi{MpJKLnL{kC_LxhDvy)Mvo-*_vnk^a~I;
z$n7=~6#`9Y@K*D4&arprRd@`Ix8@v7UE?)o8+X15P{u7MF)veT9$Dk%&@x=bBD72q
z6tOTs%uNbz83PN;tI;T7ZYe%9dl-dGF{OFkJ{$l2TS7D2w(v}9rL4dW-*CV|q>q6+
z&0DMbOLxQXPklwJ3+yiU0_?Z(*W@ynnUl1z%(NyDV(F??*%Ev}4_FTVj|C_P9;5%l
zxQ`#_512@97B6|(x#%~=Ps29WwRzsM@yPo9B$91b$%keLL%JuPWHGr>^%IXB!+5!o
zJG^vHje?MoJ6l}h`$gY7a%d6YU&Wzw#7zcxPm23K`uYR8KM2J!8lpFMyp0n&Wh^`U
zKk1yL0@ImE#{oP@(a$o8Ot3x|?Dy1D;{O$yphxUbIvBZJ!hDb1
zCS^ewX?_o}Y#A8^F4kmF2>i0hddG}yd0s!si0eOZeS^-g(6G`$Ee_d`(bmOnJeQ&{
zia`9_pB)L618ZTf&|@nqdj_yfM8tCa*O+bBXWE{%w5yG^ZFKV162nCYm}?lcd@?_x
ziIFu%Q_h9WTZM9_QI%ewmbTq<-{s4DGP9Xa&+sYkh!-ufT-7$PrEGBCfX=O#$J4vH?_FI8>p|H!%+H7Z$AO;AW5AKst{NGNR+pCyiJyXB;s
zTaU#f;`fG4?v91M4PLgDWhYLYD27m#;gUg21YPPKXSsto(6BvFFk03K9aL`W?x7pH
z3_Rf#9$PmZp+7;tp`IgV$2s5a-vz)0%~FW1VZsMjE*bhs;=0^w$)WwPYjOU34dk)F
zP`6Xlo_ahVQM(%quv^TZxhh6+S9;jd!0^lcuKvp?8RFOxFhh2A|DAd=Wa6Hc@$F^$
z9u@sBU%mkD6qH=sk>@2c&w9kG9VsJdz9pcxAWfnTju@=*MF(ro5`iRte||*9-yjfd
z^L}Qn*~!5;vZ&AhOGsCu(~}>aruow3eCn%Zj!`Rt)Z$A~U*9cuIePr~p^pC`PJTEk
zb{KpN^*WsOYN8jrdEb|lZ9;0EbT0h`IWzLuyS#>aT!VgpzCB?>9?7VBcD@-w8i7#G
zfW8cwiqdg7JvqI0|DZR=-YI@deX(T9;H~Ex02P2aDwMVc)Ow~sQ5?~dGallXDmtp6
zyn40IgTop~uAKMuIy>iXBZfhcU=0;(6I_Av4OuP5G#a~bkJN$rP%T}GePu$1E)^=
z%pgrr2=MohJ=CFr1K_X`92*7oEw0()fiNH?lsV89(j0J^2?
zfA^}O+Y-U&w94&kDsXfWmz>?2}dVc*Xa}2{YnM|pIh9CAS{WsdyM;u8dlUlC?9z6ODy||
zv4P>JY+sWuMAfreM!r*;6)re3t4y*!0@h{}(6_K@4;Q-D{uZ8e-hE?{$f%{E|72!f
zd#s{00PD+vzd|uGYW9kv0GhboJ9g~Y!Jw}S0Ne+i>u&?%)F7
z!<9d@l?(=8O2@|I-|Ug~DdKAFb3?F!iI&pGrzr#uhc~pYCsR{Kq-Dd&k_Kl}dXP|h
zkS(?$(`f}1mfjYMZ}vy6=n-d;Q^+k_8l#cHw5N?!GwWwN_|ZO#EM(k`nNo!imao(K
zU+ClJOpS2|nm>$ejgF#ES0~f0Z*_M$evS7r-==UIsj0Z_0I;~AY4W`AhKs?2n*KRZ
zv_G)#Rew&hVQ5_6cU+5gM0D-w6+{Y-1zh=K1Ke?HOf;?mW|!AAz}9ZPx!Oo!i9s&h
zotPcFef(NC-6W4D+ox7Lao$Cp%rz5*Zvq#6^x7vsHJ^BN>(kX2e9SHllL#Q%bfwOn
zJFl3y$HIf2){>@ma`Bd)A5=8-9oxO;BT7yjINhY^)BvExSEM6`eO%*cx)wS(^{pO*GWCC0pu(&9z
z72fU@=_cdjaXe7K!#R~bxsgSxmz0a-c3MoEcxGP)SB&@>G0q-dl2&V$juaObL
z0625uLUj=4D?KHj1AtYonvzT+dVL0s!wcJF4Y%yuSA;0yGXuPLGakG*Av^lDbew7
zJutUd5*~$C-yL%zvNo_Y-J08aO_0M($vnY`iuC){-i
z4qVc8xDBgj^tzWj4F}udp8~^bW!xCbs^7euN>I1Cxw)Ar>K-oqW@DvU7yZ?y^A5My
zRT|z3|FjG2SK?SWVu&qTqfwK(dwrH{J*w#Y(YFwGYe0*zlqC&_j*WUIP8QCplOsIvbuW#@8TjU^TFc8;xsbZ{m3oWexS~)*%D-^IFAt1{o5M#vhqr30z>D2`OVO*~i
zKzZ~oG=N7Mr5|dJU{#ITQNkDl`mQygp5Gu}BDLRlye9p&_$=68!Km&zDRw}r5}AWJ
zEdD9#o3`J6a^O)8?oNqkq%okk5g#19#5kW_FSJuy|J%ObQqPzVjr>pX`l$X4HGQ$$Q{-H-TD&eyq<^1t!>Mma$Q(&xSxSoK3x6_Y+<)c
zE2!|oa_=Fv{wM(fszj(Eh@%9u8)`|;)mM*S)`{uqgTR~N!Nvcaki&lc?*ih;+oG?7
zy<&%h$2T9XaA@Y_BL0b<@r2c*7rzNF>&?4U0c4A7KVtVWPD^3e3C{>(A|S_i2$2Jz5H%F_AQ!
z7k$E6z!Q|aNR0ts`Ew#jTS_f5<^Qj)>yGDgZ~tE;qmrVs8X|;aB%@)E5R&95I(A5<
z(z0ddpcKjql}M$GBxOcM8D&%&zKRqrLb9Ltb)M&+-|u-n=k+>&ob!tA@Atm%>vLW2
zb;?JctUuyfAQ&~i%kzZs
zVv`QshgheSlg8IMDgIYo>3il4t*kp0rLS}UjLg>`aDyVHLu1U$+;A!hfl?0p!6@wIlqcX~byuHTpS-$*pO!%4FpO9yZ4>fh-{{n$RL#H@$OB1b
zgi$C0KJ=0s3(Dr*{q>NVS|8sN-``f@o>N32o_I80w0HrcsnjpW2HLsc7=#qdGvB8R
zlSDpx!>|Ew@s3`wX0*o$-&QEvdfHV42hz2uwcb-*1KywjY3=Uv3ZbR9$>#u__u6@}
z5F*Yetx|3~@=vyfRQx-z=xA#E7Ra7mUeOQ8J+dE=hY^1`i#+JyPlWMTlu
zK$;d8USKHOX|FgkDsDF{{t38>EM8!EBA_1yXrz5gaP&km+tY$}9!k%Nh~U6vx53FD
zCIozonf4ruQ%M~zsYaj(#@Ozae5th6a6zvrM9?%rKn9A=^2IHQ?M|zhl@&$-5H?|x
zE+6zb|IAp}szTNYAQ!odGdTu}mu7MdsJa0hXz8zr>CAo4jK3v~<3~rZ(q{{jzCvJo
zzof=lJ~1GJsp>(9u0(u$yXBect#b$QGfwFIezye9gy0!ee#mB)C>ogEddql|6s!=z
zS&FpMf{f-6n4wFfTx|B{k4ejrk3n6@JHZ27y>Ba4pB(hm!RI5i0oeki3nb_x@_)2Od)BS=$@qpxnkm|
z+3+xPIaoRpk7k)&f_WujFZ;9E`sozo*|<8=xFg|@Hs%3Q$AMGOivjH$f`B|;+&TrZ
z6dHyN^Phxw41*L_%W=uYVX*Wt?SH{XhT)p|*=u@N$8fTY?YZ;kfw-@&CZR9^n_w}i
zQQN=YP1(k~Oa>>+(eH0}T~5?O#{dmY2b&BQmqNDnS-E$|A|vyt(?{dR5@KUX^HNl=
zA{I4(8$;Y0t}s4{i&jbFuIyC1{#_^+#$z*0ccFes)d)-1N;sAi$tmo`%9RnJk2VC)g$QdEY
z47|HMXd+|T(*kl`pp>y;c18)|0Ctz*FAL@Y=BO(cEI;+tyRy4$KxZ9>QtQT^*ZjRZ
zG*hZ4B`UN=8YwmxrzoxaC7hIGN_exM1&9achGVw6KA*+t)J!&Kt7^n-0(roUr<5}0
z+n0&aS})L4S<`f@sc}Pbs5$)VW7tU!j0@}`phb$
zwX0d);MKrEMT?3UU9$Y3ODQ&*ouw0x0BlrTaG2gTg=z$-{qOFOg`W}fc8mxvR|g)(
zO8=2XsMg@0BJswP9UE#r9ngl5E(yO|&Itnm4ulS;6fmoea2YfU|;%2ukwTB
z$yy3CM62Otv9kVEAIuRT+_4k)GMa5N%jDc^p8QK)9xnNvjgc5FFqf0b6bX?!;ISw@
zYXwT6sFu2KV{7aArQcS~yN9hv5Z2J~f|s@u5&%jq2Xu{q-t@UarzS@7P)KAfFC7?2
zGJJi!+NqxPj%ZYnY~O$DwcLYJ?)qYZ0}$@hF){jo{j~z$X&yvvi0UIe&P&#unT@%Q
zmMqfQ;-~SCVJM>~WIgHT>0Z;VZ&*
z&yTh8;AEj$6xZ;C%M5H|8-p#sgJdHu!{r>3^=cEo)A3{a0jGZRL4fi;b7!%*;ll1R
zzRcN86MQsSGgs2tueW=*5IR#Nq*Bfi?hu(+fIr`j_w~>^{%Izsqzi@4@&7Y&Qc718
z=_yBzs<`?3@5ODu
zXv2sAf(NSlC<{NkbAvLLMv)A9z_1T_%;1>7W`Ry7_st;ubh>EvF(8Uao{lY?&tNQ?
zFw)buEO_uh2z)WHcz!VX?yuuFCwo<52qnXO*u9xO+G)su{{YSXzGE&`%n+1mGL!-=
z4#%D^#%J-2g`EOUW#}bevUWKN6um0kIupf4Llc}7tU*}o4PffOr7gu1
zUBZRcNN^x>iXvgG4?
zKg4a*U`cPOQ)T*9kH3M82~G}31N3F=lrLOZ!_Tb<^lM;F?c>LX6NPK?k(%DeS%1EV
zl%sgbA9Qm{9#=SJ>y(&NF5r)s0V(7gTqq}`t_UjWL1ObJJGOT%qb*2sDljb;4&
ztCW?Co)368DN15%4t!TZ;Ght<;DAcc7}({4;3IdydUJ-hqdx}X3RG$eb`+yxw_(+?e0;{U9oAl6%J3Fy#8}@D>zUVW*MOd
z)1Gw|ojeGgA^Y{FO4FV4wrFIbPQVkFo0s`EcY;X_7U&2l%0A|q5vtd^J{k&t%%Aoo
zkkZx~Q34`^sZ>X1&vH0pp?&;&Uz{g8Ku{*3-1X;26fAzFs+A%YlrR#~q2R~E3R+Ef
zes%x53LK#kt{$-9ZuUQbRzRgj{>3w3exKi)5`Jcz9D&v!>BFqu)7R6+e4o7@@W!aw
zv`&&dMrRf-+P)GE2RXf<2*5Zm3X=vN#t~t9jG*1v`nV(|xKyL_p_DC>0mD$CC@BT9
z8Yx-X%*F&r{P8jZ=WE`8+l;65T66(SN$8`{BZ6tDf)*Su7F}e=QZEj5cq_ZOQP2K*
zP71As2BIH=sf4?&D>ht+)&&-is$*q%sg(9TqD`-=yzmu(a~K9(GNGZtpMCj;)`H?2
zf6`sEiQBAn+s}Ek65114Q<0jwGF!RU#Q#2_QzK2-VcwPYNUe~CYhtY{eesuL@OL7nh$5J^*n5*JqV=D<=
zHo;j-(ZB|}x*=F{W?xjo7o2>s}aCQ5^U1z0JcSA#3=L`-B(*z_X)&5`qbJ-kDx>gAE!=oGfU9W
z@URnbr6kmZ$hGqFuCO{*A?`177s466K=b!Oyckn64eNW
zSuJ=O1#%B6dG(p}LCo6-BwYa52|eHriK+o1=qCz6b@jn_=nREqBIZB^G*9%6Bmp-c
z*v3mwpb=!5%xrThXMwDMuHnJKjJk6(Z!GQHxKS!lLZe&L&2_lebaBBxR>AnudTK^e
z+dV=R=#%Tl89U#x#ck~`9BWdfi}1!6g@|3@3*n1#Yqx$ZRimcGF<1MFy?=(Io3@EGZ>**F(ZG;^Pln!0e_Yer
zRS{~Ws~X{N*3#*F>`u|BPXMpNONR8ujju08==TAPJB?YGqBJ2xnW|I-@(3vng%Tt6
zhYZa?V*nme7seC8hCoyUPfvLq-_MxLv*_-m5{&UYuUApI0@v}%_G`ciQ1qVdD`GHk
zR#&R8N)@V~^ETvVLxa)Ts$OP5Gxnj4SIHjc;4F!}{@hIuDdP;SJ1?vEt5n-7kinj4
zRs0Qz&!DC7_ig2_TT0{M$$*SNC1rt7%v>CJNOcT-cd!m9Gjhx|S&piSfWF7%$zWu+
zMK(8^VPzZ}1C@u+Ko*9j^b$%RL+XtvGWyY4UzFQJ%NBfmea9nHO(b;D17P;tJaeZ%
zZfCP&g*m0t=<7ee6_?VF0UJLKb05NSk;6gjccx~hg=t)X?}2e5mV_CkkFk`#RNPd;
zT2w9(*N|a#^Zg;U!H-Xuk?8B=5eUEeQMdu8bEKL{qTN7lCh%-Vf-!qaQ#cX`#Snah
zPiA$KNE;;7ulN=?J+UNca@Y?36yLG$q!PqQAs`}xkG%zNIRy%W4R?TWfx#&3j7F=g
zaY%e|WTimQovZ!#Cp-81Pe6GNHz41?TOBYKI#`@?clRIo{>f1ZKh&dx#XB_jzl9r)
zi@~32&5bKyJbV562}ilBQ(-4WIibK+-b2EHfC-z{p53?5tx-sNQIRMVVR9FvG?~WN
z7K5hfP3OS!Kt#FJqS;o|&^QB*T}vWvXiSTNWENeB@QKw%))K-VR-tR(c!>v0ieF{)
z!=Q?1A!@pkn%x(>9O)`D0CJEc>`$(=yS}TRPBT$)Ykc7pHA~c}Pt}7WQ8G
z-YzUif)FIpBF7o>g+{ma1$b!-PzBC9mR`Mjwb3zuaMN?|kmJcCe|WZSw(9xrU4HLX
zjLiLs{j>THdMtVdQVx%%-XFfv*8d8P()dvkInz%NsL3MOstgKh#XdPpC?c)#WcZ@J
z`SSIvb5m2(R}6$EIhH^BxA*k)+=8|Q?)1XMM1cz^&nV5W1_u?seEe^Ir1%IYwXzWKV7Fiw6q2RWD=eZ%L`bT|g
zU!}k1Gs}(xk&p++NWi0axF67jB^h6Hgg?Lm#A~$TJ^Q8=%@#{z*K`ekdN=IX^d?5e
z>MGy^r4rlbbdTGg%Nv{>A?m^ky9C8wl81KK*gOR+P$Ro^9@BtMOz8wH{>Veto5aPZ
z^owyqd_}vqBJiw-t7v)G{IH3tm|(uGuF!L?5f{&crnvUiTkU#a&oAD+`&KPxBNDjQ
za2u!S(^D3lSV=bzNjdw9gkYWSY16*{vaPKRC=~_Ok`E8J8uoK&SU)gZ1ctBQc~sVS
zq-1aA^dBd7^B+!;Z_>SN&R`g9*@7itLtkFXGrn)M2IrDzEz1Z3r84*p>}}QiLm6dd
z{st3UAr^SpiYafin$aO0PbRjYT)^-+6snf}m0yyDc
z-8+!7B}T#wKuWsCX1h!BcG=%{Xx?x7bGYgKp-Q*)J|Y**vdN#i@Ed^24F`9N@Jg8V7kt?v48N1INGM^G(aC~silku48H
zc?*Kkm?JcKwX`%hoH~A(&b1hE4RhiedWR-$a}#pnWK?ozo>?qQl9)9E^@5^A>m49p
zqZBtNuhTUHYjNog3Ic;InzOXlg#;B7larS__C1HhAF5>x8?d*chr3_DLZI&Bx9dk*FoESp|FSu-R!n1$9w|eDPvS?l@?H0Te)SotYlCx
ze-Gz$>~mNzH14Bes|nJNmRl&jP7h#qcNMnYW*gv8D;}oavh2)7>1;x+?<EPO0h5a_9nK1i|0Q&JzLw<9}Ca(>R4qIDV|>y%BwRITr9IzEnelpy~8qJ
z@2`}LEqQTkG+^*vUrK{Bgffv^4h4S~^a%NlhV^RsP4&;up
k(MOw7&rRmlx$tC`5p{8mu3XfL1q}RSq;IBoTgN{5U(3^282|tP

diff --git a/images/rosen_der_logscale.png b/images/rosen_der_logscale.png
index a1de74ceec3db7aa324da441eebc2dd8c2c4efdb..256e2d9f0c9829665c8a72f02dfed37825a1e6cb 100644
GIT binary patch
literal 48171
zcmeFa1yq*Xx;Fe87@$}PDuPP|MG!DR2>}ZfknUDdkp?MgEKm#-34;)6kWji&L=+^X
zB?Jj+P$ZNuxOpmFqb*DF>q)8pxa;F`Zsx(#isH&X
zijh%6tB>lq-?4_h%%!=0;a^X&%g%60D_OkXx-@_Jku!6%-%BPOgqG6Kl&{e%FS=Hg
zV=$01KHHyDevNA=tG2=2@JR#?hI}17Z)vk&{$YO2>eKTN^W)b1|BwFP9s_{~-rn18
z7e0UVXoH&n^Xh74nx#wodLn~UjkoY!yuX|AHvMLS*5}1d{)J~1vTO&;x;IElO1@Ix
z{Y1>wWvdDeg%Z!SfRRGUSJ~kHwRbI_W!v#UF<0Ht6JECU-{?m(VwrOeu4Fz?y=c{;
zXD{`OIJa*Py&toXLaDn(p~I{0vIt%}Zk{_4!D`>JMkPl1!yDjFjna`g$nam4aDH=&!=n=}4JX=1puCf9jtp-$ba^Ci`p
zHpaf3DpD>kE}30Hj(j$~%ID9Y7aYhls^Ltz_~|J5Fbj*sOuM1@7MH2G{63R`#x%KO
z9`q`AH}Q9Lbw#$eo^G}(7jfu~jHdx)Iaj57X9K48`qRd}1J@!rqTI=#lL;qf|I
zoP2!Bk+Ol633;mp`3A}qI)bc8c7$fB#7h-;P-ria_JUpCfyr(ucJP~j(H`xsDH*r-+AR27;_jv%%pHf;D@&_m)p&K%Esji$4OF!i-X8t9
zznsh$Zyq`4JGX9qdM{UamOxmq%HIZL=>pGx6#w;|U|B2V0_S2O4_o5`vwa
zoJN}MT6!KE1btd1HvLTeHltuaW~DT)zYIAQ%~X@eLsO{Pv=5e3C}zSRK75EcvjN}V
z^5$mDJqEToeZOM3!F}WU_2+|x?aFFh2Ac$v&J?(lXDr>~blTYU*H;gjf;}IDT_!(#
zRo^KWlst9FqV;gqo)uP@hqePuJlcDNZFJy7DaOMjF5nRjpBGHA{WW&f1D(yNttnjDYd
z`C^91Ml0jbd9HbJra!-x;&?99#Hf_&7v1~Zz^jva&bFtrkZ(mnz#;oraWf-5RTt#t
z@AtH~w|}43b?9No;Z>b|Ss%EaH|av@J{*HV>66aHf$52#7bGOy2doB@j4Q)#*-wrb
zX61hV{Q291?I%ovtE#G4a!*7UKJlPu*~g{&;$m&IQqh^G_+%8<{)Ts6Tg-8^^vnl7
ze*Ey^rEtsrt;bGbWI9Xyg*W%rztktkh_aG!X%tI~WABaC6t~8D7Q3d9AMHiL$$6N&
z-eJ*7k(gBFwS!prYP$B~-Xkq@vvp_0wrttrk=nH8pttpKha|UdwmOPK<=q42EMGZ#Kb+Q
z>>oqs?pC)vJF-Y*_E$Sij5(@^cZcfu^qO
z>_nH!wcO?`J1%~Hl{IVD$kv^I$g|YEEGW==Vq=HsDhkEoCxKoT%vqOwN_;D;s@8Ab
zyjxDL$d&W5gF}qT=T}0OZP(-CQ1T|R-bNdY6ME3Il5$>hb8mLs>GTH4I&*W5&YPEJmVYL3m8pNB}SoeI4oADP@3Mw2T0h2D~3z;R7WcnmzDWpsx+rc
z`}2^}PrG78vhh$;Mv{=-;EOwVRyfbijFTZj6+a~MtMwYWc)iup`cLm2IQw>4&SY<_
zxRt_$k5&n=P=J{j`a#f?w%m+;b6@N(t<)E6g3gY5x|fU(UFx_QqZ0cqapwJl?fX^~
z)bfrCezVy!Y*a1{u#sZjqj=uHz__a{P&3CNqFX+w
z4c>wY8>0~FPR}CLVQsqIzxMG>cvwUns?9i!
zba4W!YT~r&wq_T9`0(l7UFM%Ea)ClN3=9lmZ{Hr*$+V6>Tz9FzelLbfc;(^+l>E{o
z1VV0J!FovDo6o44+qO!DCl!9c$hyCL21urP*(6m6MPr|w{EMgUYBWU8cPWout(ByFDbxPHB
zKJn7D@j&E^Ro+sy+|_^BJ(%7ZbopqcTySb%@WY4t2N&`jI;5RtH&jcSiD`r(Cl8M-
zYEQ9RJ{d2AAbW`u_cnh@JX2u(^$m@OD1NZaT%tNSW0%SU9+)op=;%%3;^N}UhjOCP
z{KmB$+}tuak{XoEkO-NlnVEc)!)tEcyH`8hS(0M%d0(@AS72{#+|v~W6+YHf(j&pMPNCX;RH#w!_$FFDF4#eEQ
zznYxY^5x4n?K^i9Q*o!{CQ+yKAg5tT{)-id$$HDq&L;2<%U2px^ONU#u3;N7fSK4p
zVY}YAv@ezTO?AAE@C|qOUZC4bR3mbPGC_wlY*j>Mqlh&oWB8~mOk7m*D$$*jqMS@*N-1RWcyao(d{oN
zC`f4M(Y6H!vU+=S&4r5>qky0E3FdK{8LcaIo*L`4_o7XjHGT|?1x%K4p>&gn>9r**
z_i;1c&TyS`@i0ZD<=09zFBhxcyt<^
zxRtQLPEmEHEYh$vmUCS?)29S
z7)(0%VQmto(S>Nm@KZoaNtizu@?2&e)J5UApuU
zlQ~H>PO~oCg+h_HUQx9>-`Lb`ZavyRZ{D=x%1wM0HoH)jjWJDq5Sl)`v%
z@A%b|fM63py9OFgRaK+7kq&D!^d;wHnIqTbPG2>GK_Y`3ifh6F2DG;4bGl>lL;_^S
z0w;1RMcjchz{sQBoos&LLWHi<4{?I$HzMh(f)stLM*T`%|V+gF{SCw7-rL=#Ox
z+y>O3m3D4+Jg;+TC}EdU1jC0P>(;GP2{}qLI@qkmoBjQ2kVEe-tbI;VQC(1Q1#NBZ
z2LW}>?Ck7@oyER{gMo=?>(EmuY5WnZ8ISGSwTmoK{1=0PjMK?drDNP(;kIDW=1GYY
zC;Cw0K0!cOzh+Gc&eIq(TPM=LwmXpl+;I%we7e$RTsrWUI}1&l#-sz1po
z=hiZc+f!}~0TxkRKNBNk1peH7-4hgAe#6PFo*`@5r3k3@=1I_d;O`|is}5AVNys`X
zt`s2tnEMKavuB?-3o*+b`f>dpt4ItA*&5vil%`rhP2YzPtxC7N;i6F7v~EYn(z*4S
zwB+ib5BTKe<>@$vO5A0W1bS3PV@k%_%b6O?8Xg^0K}|88$(@}v_Aqq!wr+d7oIuVq
zXU^bn+zq#>s$J9AzJ2?AyuF_TbTrH~d$wJp^c}G6c)vy^O8#|-NZJ6dgm)Mq4d>3C
zJ6no$QjC1jY1IV80XHa=`*OFLcxyojdVBZDFJ6{trVnvocx=q}V!3mPtc1in8(hW+Uyy{4pp_?=+emke&{w+kin0F{oJ~jgT(dg
z;&ljt9T-wz5L>LCwigKI{Dlib$$IG)uTy6nI+mQq+bNto*D=bZe)!0dBL_#FI5ZEH
zw|N+7{`ppKe(rX;98pMDo^-KuR>ZT-qbA*4A1otLW?gnAnlPK>dM?%M&+PMxrNAHg
znRiLWCoTH%euMr7P}`-FiZhd=Itoz9@a4v`@I|9Ka1IbwoZT1uqFTSlkE1a|V-2e!
zXjiVx3285S_b$e`E*_%DK}}BTi|Ajd#*#i$U$3s_e|6itP3nc!0fJUOets98Zu?cp
zq}QE)Ws!FnIQ6bQd*mU#UtBX5{ds8UdKQ*A@Sa_qoW(Vr&z5ZjbB*U&c!L+0V`_ZJpKYW2
zR>^%bO73Sk1O+v)Y9CnJzpVjJO}YHzEPJns?!DhQ}BY8XB6<-`M5|epgPqAj71*gi@F4IBs@yH=cFSAVu?hil(oh-?v^x
z`M1jw<7{yc4J(
zvyhkYNl8hC6r&nG$SI}4Vq)bk?q{0b#>AVwzDl#{(B;H$<-rM87A+MrIk=)=jC!IR
zPK(tow1^DUaD#86cEnfDEjYHs(qi_befWSZSMr*(?q{@Z-YP&Sq3b*p@5emcv3`ut
zu=04`%-GXnKW@kUCB^>PMzeK!v*F#{7f~!HcBoOuByB0qT_lepHnDUfD|1EUJ|Bgs
zBIbi;+99mvERQ1$$AewF`ubuaxqkWRJaX#-6eRxwJE_YR4Oq`1sDWSIh$D1sTOq?%|<{Q4CI1#Oeyr7&>Vz@RR4
z-c7)*;Ml)KQGOiw!yPiO`V3yG6Z92Xv|(QLjw?$~7a&N}JK5svQLx3v@;5i=*mZ(9
z4PUA=Y}qnok&PC6G2d+g)~qk4?$Kk%_%X;c!2I;i?QL!6UaBXXH48aU|0ptQN`Fa2
zQi!nPXiO-Dvc|JnVEjfcZyk|X0$mY3S*k(~~HB_qSIuri-+S0yz!h`owmo<|w
zh5&A!%$)uh7?k<5On4NZ)urK8V+5IR0JMiHEyro80X)3I*RYKUnJ*Sx
zXBRVio&t2ediAP_`HjP0m#tb=2jwLeYcm>pjb@rzAVeKDNus&B%+1&p78Nzd`LExy
zCE?ev%di7t0l~nn18fJIqKTx!r53M@CWF;zGV{>eyZWX639{4yo_aqgMV5h3>A6gZ
zqknDMf8mafjGER|Pq8V0uabj9=7q9=XjJ~b5D(T@rp6V|UaNRzoG)R7zUVCEIQ9aw
zHUj?{p>k_xUw-Mws~2Ars}_sGM&A`IY!{#VtBsCOC%hXGqZ5Fv<E2Bg@nRKcDg))j}2+&2@naWn3@A{p!DfMA|bEeu;F53DyAgP^WyZc9}cMS
z?2;N98of2K{s12%ua|D=ChRMgJ#V{ze0IDxk$lzFA93dw5BW$|@$sL|rv!>Ps-okj
z(jAAA6>);q{y5x}I
zU>!i=C`5Fl!KRGVRFD(0AaL;l8wxO1f_+{iFI+)2Gj$KL_OVT&=Wh!NIkdk;IId
z&K@r2qIbqRvBBh!OUNGf1O*9oo&6b1rYV@s**bHuaqqCX=`JzbufEoT0nw29nnfYF
zR^WhYQjFC+zC$oleR26%-J?1oMYSZt27v{QYF|7qxS0DT$1xVjX%ZYS#j;((!`Wjc
z^93ed$;x&wF`k~`sQBlq&^Htcguw%h`aXFQQyDJZH#L;!&oo#pNVu~j|9zlbkJEmbxExsHIM^R@us~bo;&ewrUo0bT^*bJ>t>eMM^Frb={V@o|m
zq2DXp+NM^Cf3kv^12P(e^_ZH`9ug8Fu4;FrlZQ_apdZS6V_>P{Dq7l07k`dqPsb+w
zapmi1v2h@D#`0LREbAWc0V}f#+v#7HGLQCbEw|D!<)-%ibYH06={IBog;byd&@Ny8
zsa$OC1qg+}$S(Lv#Xh@20|EjLxxPwDQpvbC0G3AL8{O
zIS>zR2D;;fkQshrlhgya&z%G<(}eM2eX+c(tQHk%vjk0NE_=csXQT&9C~McQ4KOP=
z<&E)QqAgc?;{!}Ypub2LXt7WC4Xh!vp=l*Pn@&nbM#b7Xndk-3`CuS*gS`4gMn+DK
z4Hz?BTCqhGK=?+9)d^0W9`wG+uO3@Wf-zjrp~pL;s%S#^IyRT*_0b6K!`M(u0z~rK
zcxT89j&|dcHF4Lb`057px3<8=U
zH_?Jxigw>b2a}|U%}69f1~rEu2vey}UreVI=P6r)yznLN#SfHqR$qTT1H(DTxLxsO
zd@^V$T@!w}gUwl_>v)He{)VFZM8q+5Fr$lAvQlKcDYQ=4QD$zkE|2eG#UI>yx#Tp<
zVfKN;O6=OU?I?s2RTQ!^NQ5X?#=z9joqSc}wRcIvfvY^R#W@TsK@W7PrqMhvZimd1
zZnSJ%LjT;UL16;8RO{e&B;bUiwbIObt0KLKyo18Z#m+7ckXwW24#XGW%Al3i5N-|r
zDt`R<`+|aF#Qj8*3hbKENVf<9oP9=|WxNeIjUQ>6&bW|hF4Yi_;-|joNu#89!hb>e
z@9y~UF!jbTD#*9*7mD5tj}IMzbV$Uq46Cjf2&29AFGGoT4Q9OyD4O|zNd?A+-)^vJ
zTl7*4sKp5=psKMc6@I)|rncoDeeig%zC_5W9wFCnPFt0ge$i&}6zmz+zSz8H1wkxO
zxU2dIIu&$NL9HpPt{iQ2Hbs)!GQo
z41rcqX@V}dEgv0dtQ!6KnJcV1h3I
z3mF_Vj+3Z7R+)*va7_}v7I^gaCFJ?l82PdRz;wneP{m(U(D>0`C1JzVLj5B4B`%^e
z>^BwYY6T)(FT_i)UA;Q;VP`PufP~#+#9)&wS+U_+etv$RP+iSrmrb^y)wk{~bH6;k
zIP`JH>E>v{52mH3SA}6tq`}d?x`g~XGBcZsFD*Rgqg
z#)Zr=aFMclF!(AgmDQRn>2P1}zB~P9O%tY7OU+J9%&?F*8GoJk)l*CY5S$qD
z$ClEkJdOWmhSj<(0e^*Sa2EL4`1&#G4{mAjnaJ0FKg#lh@#vqdW|xqV=BH1eaH!-h
zLleH=mD-owrQ?1(34?D0
zjh_HnP3AsI-)@`=6tmB*khn=^Ca@?-DuGaFR*`OQ6nF^Am=|?K
z%OyDis6#g{iQ2V#{&D3y^@^E^;4(UX5&bg!W7N`SqpVJK;ZeadtmO6JWXLUaL#Izh#tG1jg5
z3t&;ahc)eT_Uu`cqKWCB<$%FrH7_)jW@l%SMNk8};CCD|iQHQK?8r4R6`z2B7oU?1
z`am!q;9zhiBf&}lB6PjMbdIKsfyL
zb)#mSDlwNJ!Vtv?)s`6f!ZW$*yBW#vp@3GAYgJJpZ|~rMnk8;K0}(hHL5`TCH)x^F
ze}XO?PD97oVITNU86XQ0s4v2GiqT4o9}spKZ?-djbA34+Kx>C-lpVwO_qTFFC!L<2
z#=tD{AoGjTq`Bb=O?o|SeIovWz{Q$1XQ~ZMjgKY}1rTOC30$BXJw)xprH%d+dcqhh
zWfJqcqqEbdM*qTv3%!Ufslf1n9F+h7N_^LKJ7q~kgU*^eV^kSs+w0KqO@OoT0*_Th
ztek{ySd(REe#67V7&!mQUVV2q!(ZROrp{pAnokX3?s>zBBmpH13K{d#C;Sd$pAAq|
z{SGa~(P>aTxE`cv-An3jh=
zX0#M~unN3?hq3-$s51lvr$&Nhg2O=>RE1RS3*8LoY6uby$9~hE({9Z_+S=O*Zv{@l
z#S+Jwt0D}gH#Wftj|ob}JI2kyh#A3g$71F8R)*i^(N2Gc_D8%l$Zj=YQUmcnVD6HH
z7iu4_B^LmYqQ|N&wZu0A&C&izm0~QEcF4a+BR7)TmuA-NaBK!2X5f-DXl&KKg}F3L
z>|xWO0eO^A=WL4P%b@$98qzy5a3w%@(+*F8V17ov1QjI49!90s6tLMx9-U0$p}XM!k^S*95SXj}V~6csm*$(%g72fs(2B{0YwQ;fuMz`Zx8
zLXH#8S(VYXV)^pDtDv!{8F;aZ5HAHC|C{|?HKI1-vnN3O8d8QnCl&1m?(P{FFtyVm
zsx$c$EES>6u~uDW
z%vL~da18En6G_0N%waM{0R3vDndxNBwm6Rml6L`c-7g~2Y}R;{hK{@o07heq@D%H#
z2txqxS`6wm9GZa!WCScpj0onF?Eq+Pguj2CO5UQ3;VI!2SlffwTnpB_p4xi+!L7S@
zRUkS*D%8>O)DnjO&W4FBMbiKm=gUJXZNm&oN^!h=xjUs!mvA%Jxv3UoRs%??g#KYp
z^*0o}dBX=&ZD9?%CLlq-#M=%a5uS>dZwd+mS;f*K;6uLaaoK+29wCTy*73~5XNbAf
zS)5vqpbElHn8~SK*8FG#ME`)q!UxAF%aq@!x&p4QkFW3fgS{rL`B%Joyg0KeQEDLW
zaT3E6re$(UIgp*MuC4$J^a7vDqZ&CdyqIpfuP8KpZ3*E|
znCzcvwtA0%tO+$IkZg@;-Q7#J!5DXRNOsU2J(%dW%S__Q!spt){TLzX&~XaJ#s(UR
z_dcKaK?o2*zzEeB>LJO=e2p#;C=_I6?=4xm>0F=V?6f`9My0J=w-VJQuvY&0@#PSr
zN)2!2DjpoJg-^-)Y2e@=KCL6Y|{)L9rTFVGc9?~ip%b!U0CWX%8
zCGC37?z9${D)dC!WWB+wb+9Sk|4jFwXHnGD)C^jnI=DApyQ*8tuF3Mm6(fiCy9bry
zH2I+l>w$RGz%150a{^kIH0fkgbY3BVX&=ADGoM#v;aA#C6I;`dcmN+c91Xmufo
z?lM#Iw>K6kQ+6bw6B((;pPyNq^f4y_ugn_5i%M31Ccu;Z}YJeCo5_74kD1rc`T7YkAabLk{ICV0Ud33X*
z$TdTc%!ENj3<|h#7~T(5n%U^Qigs#>Ebe^gJvUZcyaaid^e%Y%EuP&@S!s~rZC;6K
zUPE_elPNHTRptzWnlv#V&c5vaY!F<7+F^}C>^%HoXYZGsEUMZFs^4NRF+JouXY42p
zEB!gqnjk}6ME10|Icr>Hywo^kbh?^H68!&C{n&VG_fWjeTs;3mZaYWaap4351Pon?
zf*kc6UNTirAo?_Lkw^Op*qw01%7eKIBDCuq#R7jz7*?g5E=B6|fCR((RsdZj+H2Yu
z2Wf&D(kT*crKld6x4-cKAA{!+G%uO
z>+XuJ026vP9dc-bguo#=XNXHd-$*yf_=bx_RY{-=b+ZOaI9ZA$Mq!!-lu?z>mgXYa
z`zh3;AQhZaM@=Ndyso4#AVaB^#KRN0ckSwlDYCT<#)XNzwsaK|+5Iu)hrJ;Mas#Ad
z)l?nu?3O}4!n8tnsL(7^xH%7VhHWl3sP_
zyBoT5Z*mJ%>u|i+XVF#E?2ln3TcCjDo7x~)aHtr%5r#%Ueszaj|0dEC#|=K?LOO2}iSGJ0FvD~#vOPD&%2YEi$_P9(mmbw?depM_DdJfTUvV|=J(
z$l4L!0-KI*^=$EdB6p|-+V0fR{bQ!Mm22nD6U6d{Bz)@BM}FgfCN3x{;)N{Xx69SbzpKC;_DYe1E-^W%6%Sn5z4`QEM90%=0e99Xtz|=p9Bn
zXwUoC=)pZGd1=mNeU6FdEuuNU+HTWNIXXBr47Rs0S;|RCUCKO3i~={UMaB>#PXoGV
zLVN>~szFGe#F0UlNq`w@bTS+k;&5R0JTMK0Y(NwQ5~?0VE^D;^vl6NuGHwYYfGbhZ
zA{@TnV2ZaN{IA13;<@o(fv}07LuMv|Un+5$Dj3@eRJ2$q>@uJPN|519W`?qcM3D&q
z?v^D_&(6tFK`?`a?Fa;nkPD87Cx~nxaef+-47_H$TxU;^uqdQbIwvn6yf`!-BL1UO
zlGHiEO$ZIZ^j^(RWiUedwr9;kp^wqa%SEpa&Cfqf
z!i_OJ>8G&CtLHH@vK%XL*kihOIESIfCTbwE`m`WNRlMXkus1%
zgtHeJM6h*hG!N43z!B6ygOV?GN=YiBE-8mftjw96?3;9*8=8xDnVBS7Aa!I&lA&to
zHJEJ*vNxrV_8tRFB3S<(;^#Qmo-0dP-;d8PFvqR=R~t*RTb*8-sd4pZzC(Hm*uW6t
zKcW>CfMO(d=F6?63c6Sqr4UN=vn*#K9ieqxL=+ZY)&o+%H}M;F10vR9OM-#cNn!t_
z(K}K;93ePqE`V^dH-Sh}NOfQ_sIC$jkpO2~eWgc;!rM5_V-L7y7M_KnXH
zcRGpN1P3JfY#}X#TC&q)lYqrDR;TYr5JEUYxR5k&P8iX-fW3%ih%i{B<4{hWp~aaE
z?^NnYJekCOM=GUxdqD3i(UjRFF&~JMgjH`x!l8)S5>%Q7JdgC#MFg;{{T$*M>p}g=G
zUoyX`w_J?htU{eC9?|gZAu_IJGC>cit5>AuPS4WAVRoBpZLuiavOTdi6-&1!{Yd*E
zre@ovpr_Z>P=yc+fU=d&|7I)ohkUJN3tEMAjGMX1kB7hhk-yNbkI!}135H41?0WJ`
z@_h0y+93b`{E?g*lUo}X(j?%$$Tg~3TU!Usfacn)i(Tjz+itg(Xm0{?0%YlFT;4`t{+MA)H9Rl)E^N^(%mco1Z;Tx$lYuh$>Xf*b*GrVNtXL`KC+=
z3I4Zk-mD-f4`^4-e<8&d5Px1dJb2WN#=mXVaq6j9aPMwI(20DdQ8zyQf8@~(r^nc^
zh5WDzurWmctjx{SldxdkntwD`85uEPIf5fr6j;p187Qp>+Io5yS{Qf3du1a@FXUqj
zYpAbsYh1qlZ;}?CA!ufXV5;cC55al2Ll=NzC^YaCN&u6dlL98M&+k=*h1AmFNx%_>
zGA!YyvVuj-MVo*pc&qWK@6w7veX2;?Lxyny)B)=6}07+-QLS%j)onkm`X{R1lT{S!qn^x>rxw4|hIE>g+i6=ycyt
zh;KxrK}XFm<=Q}og7yQ3+ULn*&Xz2vPNojEb6pvF<4m7l{%m(@un(UNaL~HLckG9R
zn+-D|&m_5D5!7h=>-!lkEs#V=hqTtyzr#8y5Yf1Vgfd$TiPU;{&3C$CrRZ1T+By;s
ziscbkCicXYM6mw+{A8*p2ScC^2#P~jpq+{7;8u2^gO}C?g0ua3}Js|%5Hg9ePXcC(w
zAcGQ&l}!iDUXY#&6b9iVPdUfIh9m-((r>N+J~B^V!e~i#0~o@aXqq+N=KMl5GeXyK
zfS+`IZ^#Zv5$<=M?1|jB;@F}kE9CK(Y=)3aHwoLm_~JU}{5z9H_9)a~laHDonLZTC
z>0@sHGKR(fmu0x&%8hO7n3-cC+cgH9qrRB-A$%RMe&n@drH`!H4u|T@8awi*!wP5D
zj5jWYc~5;}>)*ts{u-S6>mw`~arfVriRW7Lt=Z12Plvq!&UkeGz1m2AitOAWU;mFB
zmCs*jsYi1748nEzmXemXve`u}8;*U56Uv`E7e+1E=qgGXi*{f_ML^t8^S`$3Ed%u+
z{_mSiYTXm+3CKVCGb>W5twZa%fkefS%OhJY=JRcoLghiXTYrawehN16_6NUdf%S9IKO_5Bt1&+mBHF){P{=_dyH
z7lKyw4~L3k)j9+A|7?1=ZpV+Hu0zy?rG0nd@4=0ixB@|oe5o0?T2qe4WB&$-$A|VG
z@7sR}uuz}9`b@TN0=}I@gR2xy@2A~ezXQw;6+yO$`pV-`PnNHPHi5*(B_Vo~x9r!c
zzec5@{S&loqWSI3{liZV&7Ys{Zm|k~?uD=6_;WEDF<^rd`T94#-O2!ZxA!EM8WzT8
ze~9&B`u8J$W&!YHWIOePwL-1Mhxl#+X4D3;e%ptchqg3%#$EmmxShRkH3J_%2c<<$K2?4_f9u}oQ0GX|2WA<17s
zAw_J8&-_ca5-anv#nuqbcR?M1`a<$~kV`fC9(jAO1=~%pO(k|tSlHXtI_jrU6Cx5P{oaeG0l5D6(pw
zC9EM8D3<+>)JO}3GUtIeBwZ&lQ62#K({`^zmm1n@6Z8^5t2JCfZbl=;W+d~bJ9&we
z4TfVl-0>l#9f(?4QSmv%506yR&j`VdOQ5z?%Hikvo+tP2-HV{w1GbI&vW`vQp2V?h
z22lzzMW@Z|^wYw|tu2P|iM(Y$=96tXfOR|aS`q-qbb_779=osDcy@?xzA@de&hMd&
z%1BDyBC!lOa3!yH6XgQ~VbO6Z8?tjW#4-@L7b(~cH0T`$E4dGsz@JTIv|5SuR^r29
z7g3+Dnyvy|-}?R3BXyg^*{>k?As{C6kG4X>FO_w4bc|i$(evc~I!kt|lfVO#Rd2le
zFsYz2bV@cFr#er0zXm}yhUg&HJ&}}@B*&R?h}G*5Yq{(F`GWDGZ?w2?w6@{f&xy@a
z*DONvUwwj@6;JdBG<@v+sV#S%wOWb15XoL*Yx0*jVjJCZXq*68rqMtD$2_BPk0gGxN^8PY``T?EO`s{4f72d
z)DIwQ^>ft|@fvKN#g^m404){3@@Mp45zR!SZ{O=p06+Jw+sxeOXQ*r_PSh)7aUzDz
z=1~W3jnEfClrc!j2`M+H@grN{qa$Pb)i16TX3kSe;p!J2*cJ1Dw-{Gh$Hpe*i_4TL
zxnBWH%**OUxnJFxl~q*2p{%&4(kxui`R!YbL3t2lf*LP}S&RX<#;fbYj76#L=2_|mKeE8WD~Ear>9R)P&{T!^s{G&Gcq#7gnmzXooD&9
zp@85dGaMqutDblmWv6n;Wn7pzosfoOF~1`)azF4{@b(ctlJ?$RQb{(nL6IwdwVT*M
zP(S?Ga=yQzd$RAmCkcPIwVfreM|4L8OU2cCzBsvM9=@_(0t%CogoH$QIf6eiLbm-;
z#Ow9ugQ!8$L^k`#R4VIE2dW3_m4^Hf^U!jBJ@sxfK7B(0K$>CMVm9Zbu^I?$N2lOA
z5)nGGZT?B=YcYCJpmYR1n`QRwAlsNo#au$ac|(Jqy!e2g>5+&@-sj@u1
zo%Y3^Or%GB{rw|})PcCwc8NRp&m${}ks$szcFPDThm9*_Z*8Y7)W$1C2|3vSw)6YPmU76UpCuUJ^y(1r+)-gYV)s}BASUU
zwG5eDi>c4FnXhEUT|Wg`Xbyzp3D{Tb^Z0SkJh?l3J?8PA2e@F^aU9v6FF|eSZZZq6
zxW&Z81l&851uv}d-8&(cMU>UAITGLO78BFMjVFdiVTqC*#>7Z<8A}T8LGT_o=kVY&
zYZ8EoQQGqepZ@Cs-lx`FGvSrzzR1veo~=8Mh-8jFd%KWQ@4k@h4pDF+#g}XdWfgI_
zh^Y|s;)M?zX$=UiscL9ECXsxPhrnp9MK~Ho4e`gD4j4z(r@!a6T{!DjoXZo-w7-->
zDGR~s{qS%n7qm5$OcX>PbP1z@EvTKk_MPiJDzPT=>0esD^t|n5CFCA=l~#yl0cG{q
z=K=Kc!P#@OQ<(#)jk28aM%osyX&R6Vd8G7v6*1GOZctHE>kF_d6C9XD?@BV8AOHM3
z@}UT;5Z^JfNlil|dTyp=P6d093Id8n!Cy&!6X3N!T$gOJAYj6_;DG5<-cCD
zGuCjQ`>+MQjs$hEprpJZ(6dXD%@L#!;Z7(*8|N`Yz74LT3Dl2F*a}3>9jJeKtfr=h
z+%*D)1k`wYWc%;4r>F5-ge<;IvrU~KCII=8J$g8nWX3@K
zTmC`3brgOHV+L|)P8bTV605$3A1>aTfO#z;KL^ht?jAAD$ytwfe>#SoqUCRl=hmli
z`o<^dz&4=&aPQCvsP9cNxXTf_sCp*}u3$S~)!zBvmT@v*AY=7rq;wP1a2B#Bmfr@G
zSP3UeH=%C+wQkEgMjgodBzx7d2HMxY*+V=Y8?t@<{CPu+g;8^63P_rqkQqYq^kK1%
zD058;)B!uq>{YZKeJMNp5V}^|6cW!!=^YO>k{rX
z4xn^29WlH4JxdgUWB5ZdTmZ7^76n+iA(0L1%Q&DT}@@&?w&4%vVx
zk~Bi|wfpO{rI!^%J%4@_@|rvb!hO}2csic+Rv){q0T7rL^~{e;(=EInw;=jbktc>I
zNuzsZJO|dEU0WThwMuF?CEu%U)S(mKKPLk2EqtnQ
z`g1p#-0%}35$_;_h1g4W)q^*fA%7CW))xwZ8K^Y;CbjY}Egxw0FP>iD>#U>7djV0i
z{=X+q9Em1C$zsH>%j}7GiVr~T{R85?o3BOa5nE*%dH%N_2kfHnYdH=l8II3jZVSroO1;
z0(EB3UlW1Yy^H=chyF(|{A+_~y0JR-Ls^+BGICUu>s4h*eX}+1s3`Zp+Z+D%asKt=
z{_Ui2{>=YPJe+V$vKb2r$@S~jg?g|$yzdd9e!?@>ko-3rC1qr42*`jysOv`-JoRtY
z+X;V9D!?s+*d&RpeP=Iy8LQXd
zB;t@vg5zY9+Y{sXPvAsHi?U%m5xW?cUl>vo*E{*=hbn;H__Vki?l-rdk&zRt1wlh)
zxT13QO;G1a__Gi6tp?61yCk{O4feRcK>zfRdI6W!2(EJ^i|MmQ@a@~T
zWYKx&T3s1M3^eM
zb?2c-zM=f-n(f%^tq6|q^XQSfv193-IP9|imFxvUI0C~m(qvWMW0yA-NFI}$e>`EL
zp3&j9wQn3c|AxUqk)6Ygx^6^a$|$Ryg8Tk>(_%x=^(A91om{v%Bt_sy4&gG;}Tq_
z%xPl^8yStiP3`BOiuvsMD!qQ;;f~nHdtPrFeBiZ^>*z<^8){-=!kew+Rr1A8+sKW0
zUhS5~ji(db&4Ig#3z`dj{X3sirb1Au+i^mmOuy_3;0LF})R*t-=_0o@!f{5f7d
zr+bd5sH(-NgsO(j%v4Rqx=zi?7UBp5mJ^lmut-(j%t4x(YP-nZ{2z-Zt>(mp1JI*e
zNB-_D>)o^FMe_c)I?MW2L6rRaU-10y_y2uO(QfPY|4Y#RKQGLK^DT#`ZKj%Q$UxVZ
zrex&E>!rOx4LUOIPu<5HdB)yb-70#0owC|xzM8jg3zC*)P|mt-$2D`yy0rV?G5@rj
zrXF=lD+keKkt0L0VfgZ);mg0SQ}=qwr~Qw_+vD?cut8K*)JbR73jN$lP`KW=@}Y@WL-|>4(tCsf6hAICVtR
zCmtu9DhyulVH&ZK60m$;NdC28t@qmMF#C0p`t>o|oj^)%n&1xewU*+<^e^RRFxf;I
z?4ZD14*}cp9dM62>u>G>WW_fs6A?RT7)@{&nb41?y3FRN{r#p1|GFL6dxcnPr}gIg
zo6>*!JpXQC`X97w%|(%m{1w1vsdpY3Bb
zMib_x6#2Y)%i_SYCD%CPI91L{JYV~8ttoS40ardAY)Oh3*5X
zgR;v#X>I^nxSd?xY5jWvwL%J-M?v}jh5bS$Qx*>@y%kkhqgOQQ9KCks8C0T9;WoOG
z%ibNl<6QDgUB4J$Y!4oUdiWSxSXpL!R|blXyLwcMl^UpwN9q|)B)3b!C*->n*$
zo3)g>m2jN>sT9MCB`hU4lQJIaLgHEHDEngVljDOQ!@!c)`U()@93W0ELH_u#ORw+v
z{sgw3f&@|JlDB?FPn!-Tw^+SA5hQ(x+KLWery}{55~~krMKoSI&-#RPBR9@m5Fo9H
zGAiyqA
zDk?ol^>T7>ENgt^P4-{;`1mB=Bm1)Kp5?z;m8xGvPi{Mm7Zc7}?Fjt)MASIbb5UXH
zy@y*KCQR2mNh(&*_I9pB2x5{ZWXA9cU${!x=Ogk0r?ldZnyj1_c`4tP+EQJadGm%M4sI5dT)bzkNrr*p}~%3;?ThLc|z_B
zL-cRI^MS+lPt9{RutBUk!F9$Mi3yH_2i5Adt?quY?_xnxPTHHA0YieuJB+wE(UC#k
zY&6%75cL^WN0g1^R!YA8a>?aJmD#td_L``~U!rpG{H;J~f51Y*?r?NCa<9D__#jHG
zX~=`-Ob?ehz-!^ht)C@#(#9asppM*jEzm!kB&cvT;xNV{shOFYxU|SuB}3IU7^0g8
zPQMrjk8W6i+~d){D;xf$kpre4>D-^-GRg(Q&`WFIHwY5n}?C$95fUAr9ygFNEoat*pkrnoI|q?0zr
zH6}LJ_4{S0Wbo)>Qc9_=?{sSy^>v56|C^xQdhnhKr77f9rsC3jTPiZT0%FsbSjrY*
zf#hopDzDrAyLrlQyS|7`w+Q%
z)WI(f$JYN?Pj-%(w)elXHB3lR^R7Ns+9BNkP_E_FfNqlcU0N~DWYcL>l1IZEbZQ6o
zA$wbYfQme(6hNlP&S`SD5!}-z7Qv~IzjBS}i*swr*;^Qt^%?Je^3UZ>d7Je1tFqe^
zX5?Qg*;uJ&|CsBXK=@m==iV~xv`entJ5NqY9ztI417@@IBjg?x-^v1G9S1W`c*Ae-
zdHOUK#srd!sy0HprP~H~H_@jn^$Wg~y0|uD|HG@VpGhgVQI+NTsDBR!X%|cBtYFN^
znKEtu)K0JA2P{Mmkq3ItRq>|nTfiJ}KjPHkpFi0p{mzp#4%vwV-Ra$(jiFde(%!n4
zztYG&-Y5REt6UArKl0blu@x)^cPf;9=TQRYbAxdzt)#8_cFMW&ThfQe{rl_u+PF2R
zC(ddJDV$zuc2NCT!^)TZ$B?vwtZXtbgnlnjI4yn?cc}^ZWC=Ej_2`FMb>3>*anI+^
zx5)(a>l9u&t5x*D>w}t0|E;yD4Kb>oiX(+(yho>`#dvEx)^BO}YsK5(bART~EC6*0
z_=n^#{2n;%l83VCnJ1vTTyiYVA2Y*eR~L^U_fOyGUrA>h4X8UPDK2Q?_3ju7>7$BQ
zpYWMu__cgvn|i1y+=W6o5l7-_=HJn#`di{neO{1K$sppZ<;GtU8SmJyC(1yA#xC_Y
z`&3bU7hXAB|1Ne76H^gOAN9#pl=|~mc2Nyqc(iGG@b7Z&Emq8{zfouGkT
z>_t0_Cp&tmKmk1R=0dvE&)J4aZOlbn?U5UMD`Jn~9vJ)il_CPP*m6IrMYNTBc8*U`
zTPYgdM!T&q$Zs@x4!lP_j!{PP*Z)eI`_GVq=wK7AH&!JZe%N8t
zTPGRFJJdfvoep3B;gBBEdB}w1
z7#{RpV-l^1V1HU2t+&%AH#_N{igJ^8dP2vV8-?d*-s+Hf4ex)08c;JUqp#_8(z9D5Ur0^FL(*&hJJPrUnNB?@>qoraYB6ocLc2=*$xr=kITpHYA^WC^Xs^R_1SK
zD?}}rf4sSzqidg|JK-c68Jd5AK|N6>c&~GHuA^h5KJ`j&^C@b7P}HuVs~d!EDWGZ0
zmdm%!U*mrgA3FN>ms3rb?1{rHZB7!bWrpXzI!Q2=8IXVGe_A-Vk#_g-JKRGimO=}A
zS9k3nwvgRU*R}tZg(&%F{-<@n%Ks$*PFW(m^l-amL1ESi2VW?^dS0d2^Iym(cT9a>dqBpF$GvmP{nC>f-zTapa%hKb64D-YUt-
z%WEgFy#MS*{X11#S8I?PucLt%{|*~De1kAZ5C*O&v;66hGIAT%5`SJbNOLvW8(2(d?zSrBDUk}0oT!^+^L~%sb!`awqAE9b-2FWtN{F81mVSABNhT;OP
zV_Z~0qEFMOmHj8#^>|nO)_%>?IptRhmMmEU8G0GvYbgXG0)v&Kk;@S60~Cp&2;BD2
zdhp0AOyNV^%;#xJE8HvnL|^)}rk@LiMh>P+@V!Kt5-qzsIqzG}Ir#+j>DzYtEab;Xx#B?T
zKY|!bX?6dYP0%kueSxkP|M8h=;kxI>=7-6=bSjoC+apRDXL=6T6T>n@!*AnOpUCU&
zk6jgV(4xbM0U1T8)c&L?^)H2h_V
z<{93o;IVhRF0EgFMNP0~1XD)Pe;}I~(3v8-)!aykmff2@d$t33xKL~t`Z8<{2RPY=
zI`_J-Hakq=(7{{3C*2+a0a9>04AEr~95ZapS<#FNg553Qu21qB)5Wk}?3?^A*_d%c
ziXu0^I@#Fh)ztLW=Lu8zptq`Z#LuWq@h^dLk<4=lQfwK|)ZH%~k;
zt$f`Fm7~(Y6+FUGzFU92X;agO1wO^7L7ftfQefe5wiXK}kzmYmZVFK+=;ztJ5pIbP
zVxbFij`jT6mj|jlPZym)qMLP&Mr=we!;NpJKm3|Kxy6Tb$SIn~eUy+fmoocCkc5N=
zQ@;Daigl##>ABs#f1EYDUA@R5>QQ5wgV|w`7LY^i{9W2;bf0XuVC(ORY~J~(Ll^Dt
zIb5uO=wK40xcx)4^G_YuFiKa=VbQk0Ar(E##W~t>EibRPOlbIej~c>DN~UD`C4!-X
z=!7@s1H7b!hO~_hUoO7*n_Qts04&;-(Zeb(tXJT7A%<73BYrAWHA(^MGtk2mokpTi
zG_gQ47G{tBKlT-e@WYiK`3HYKY%rp5AXG2DJWHP~eMG_U_Q`zPhi_l8jzU9U7&f6&
zLID0x6XrVmm^~i?slUJH@o?8Ls0>gM$AC;gq3U+E@An~Y+Q-YkKH;uK|5;?wciY-l
zy8FNs94Ms;S`X<~pYR!J4o}7jX<~XPMHQ@>S1Wqw!;$Tl&rgXQ>|W7IbfF-AbLi*G
zul^XZ@`mj(Zm&(U%F4{U4pcW1;x6;mUdni`+z&xC{)j~~I|PM>F{JjKvtp;MKL+sI
zCoemv-=wcd=x&H571Tb&+Y?3KB7^}?<`Tg7R2R4hjH^+r$C&sF%w#o5S%6>Y9Kl`HQc{N3%Mw4=UTh~
zSF|?mBNx;vzcq#>TXvP8#z4+EO65%@JIqqqZm&uLzH{$!cqMrNUcEZD&BJo6U!Pgo
z-W8DJC^!D&U{vEBO=Rj5($XflHInx1wJ{q>w}p~#{`a>fK8Z)io=@s4e@Dd
z#qeHaAEf2!_Fb`>F$|9Iy&PbaVtnEq&kE#8y&;1Ut$*s>1(dUELKJ69>b??a!c&Sh&S)A2Gqf3*O~FO2bI}NILzf
zeyAXCHFDatSLUt{C!dHKf+Wc#a2!>E{rE2N{krhS#vveUYjG%MOny+wepH{;xZ+*C
z(DU7@ox~otqLjIwE>0^rdUjju9;^(ft@*hxJ-He$`%&9}m^$6DQO?blTd>vyn4553Q0s
z$bos#i`T-L%j31~Q>i|r-RApk2uTrGV|a+xd+Vwl#C(Pbdi{<9OAuamYTG(v@aE*}
zeTg5{;8Cd|dXqqndkrvNwTREYFs~zt^*WEZVwwA!eQR(R)x4WEKz|9CnrfJ!RmbFB
z8|B;zWtm7)!RHh|L@XF3_Ba8>u4%o`*8PmBUiiq#X9MlWXBg|l7pxG?!Q-xcn<*NO
zu>^~Zjf1!TN?AD?2oZUrdU2j8lnYi4tN^$7Q-r#vXmX|vma`2idO&`K%iZ2WyOMzk
zv4vyzxU6CMMWvdxTq}ragmmv45h9}Gy=zS>3VYLW5A~F<4eK?CKt74#PGXD@X9nH3
zB~f0rdjz=~mhh4CXs*<$co0FGS`i~d%-#rRH)m{leb;9?=wNGbWoCr
z6$C9_=&}+4|HMdtAWVHEn((=6*a1&G^MD`!O|atRe|&NA>*#waQ<_D4EkZ6EiSwTQ
zdHwOkM6D>%<1Z*Rf*y{j0CC(=A@_ly`$W($@Y8>B3r_s8!`Z8S!s|vys{2oiS^%H5
zl!YHLM^K-M$nfU3>ph2y0bTz?1;ojuWQ^C)sE;#iE!wM)-xvdlip!|F`R;To2p3{X
zzaq*T^`NsC<7GsnpCI!HLA_ru%9~AbL{QR}KyhLa#=!8dca(ZHJUSLd`_@T9BOJeP>1s}%y)CCF^P+9^1
zku->+WT-gv1SxQ;gcbhv*Lh;L9pI6GU1yblot*Bi&72GrP3AH1BiQY=^bJnsS}c{|
z?bR^H0e0L9F(d^lBf`)Q6#6Is{L6i!FsCsoMUnPbx{yy`xn`>MJP8vD{Rgwd@x;S^
zX(EZ>7SD>;PU#=r2JcIs(;mp5GqqdsG}9$^{pByJ!od}*9ZA1P7czdhkYH~_Yq~PaiLRI$
z4mvzHz0kwVIR1vXNae82QKp;}ksuY#3sb(S314LmST8~)kMhDNKUnwjQYq%af3Pd@
zM}#nH7{*=MjtmFMf`ynTx(3F~<>4PL@To5;Jg0v3ocMYW
z()Gl3Pn8cMWH01R@m&Tbq+cahw`_KWidy&v%V{Ze3f{$icf!e+5ZC@7Odham?@^77
z$#amf5_3uvhHO2CTVH5qwsyx&%hP9VA6`d}{Dp9Jng~Hkd9;Zr)fKKn>}x$qM)9(K7}C6zE%i%?7d)^C^JyQ*
zDJW1QNS{Fbt+jU7+!ZNFNy-@5>h3;&eX~9$r{r~2E3+ga8uYvz4%LsA=JJ+_Y|!j5
zr>#E6Al?f?uHB~R!dnp%%txOgk5fJ~sD;>L9wONv%CGyJzW4R%x!dO*UpzJ^XUE-r
zy;z|2=NQ9zR9pVu)84C6?sZj&b5T3VL)37yNwaXA2r4|mxza9VoVYTgzWRkvcPPvo
ziWm1MvP?)$&Mk8*nV-OJB)Ed%=YUn8PnwC4Y`O>0wnNiiRCW@%zj%bMGr)8BoS0%G
zf+a*p?H;?(CGfCaU-KRs{*$$z)G$x)U~q8H`e|+C+D%NY=wEK}P7Y2z0a605cGQPE
zi89%;kwEie%FaIkT&>(oj8=(X4AMASDQ!R1D?OSQ5
z3SVA>114rTQ3P)KRb-4+D)_D%|lhJS8Dm1!>!OZbe0Ue7|Vs`AFw01|*ZkdzCN<(*>wEfUp+Ot>d
z-91{j-G0C*?CU$MO(V&v7V;J9_=(97@g@{ev=lb@%x`6e3BHp+iy-ytRW
zMl5st-n|a%*RNliVc#3LL>XBK7yFfcCWn2vn!RlO`f+T89TZDCl7ro)ATvfub$fBi
zTh#7+Z;Y)cf^BYWjwTdUQ|p95A4>
ztE;PII&C9`nJ%l8P~q8o8nvIQ>T0PJrHsLZmbws;I#!Ig8RKE^-qv7Z&ct~xF5lbK
zSr3`AVJ87B`g9{#0s?EOtAAr`mYkXA2AlQk^NAMD;eLc>+7vpiJUu+l(Z8kXQ7fNQ
zT$0G*8X3#b!f`0>`-c`_u_-)5`wkrz8q0ii)9`e6H%ciDSg0KWR5J9Jrxtc~dhI6j
z?WhL^j~qGDoGGeVX;GWHv~Lp_5Re;r<<&m22y(p$V8GXS=J{YpJ(qu``Q{yz+OT8C
z=7p>)%T(#DYZW!kd$0BLD=6=D>Dslo%TNI51sytcsCky|U*(w9h`c<$UX^Y;{lm-N
zBQhBR9--IAyuI&su#AL=hzMiNRyjWRuz1s#FJJ!qLy12-x0*IEca#>#7l9-_n$w{n>cYI?E*8*|B%8Poqe*zUGDV$H?-049w&?%Kz`K?B&z&MeX^E7lD6r
zvD)w7y}L)BnhVQ%Y|>h3Cf@0e88e1^QVh5StWch`*S71%S4&!a)QD`efI*sBo3~1q
zG$V-n8V44)_aO1k1fcV!$C+lc%k%1Sx(*bUY??WMV|^zHgE2=r>Ccs!)e=%dz*XJTr{0KfBsvn@?UV7bJ!1a+6c2Y
zb?w$oy2dTj!^x1SkFNiV
z_L(lT$atfu9x>DN$iT_=GE80!J8<9z%NV<%ROJ}|OIBr(wc%~KUGgXlzx26m@4~uf
zB)C@7<>HRejGm4T+n<$7$6XFoT_<~S-Lsh?$FO{Z1`X=hr_UOhC+nz6pFel5=Z{wa
zCP^h9)PeCr;=Of3n@FSB62q*c$1Y7}A$I@Tb7}CabldJTND_}@L&E>hZKTmi+
zlA4rLGUwSTADhz_HE)+|1D=c17zTpIEQ=t*Sou+-Vu`HZzqmLa9o+8GKdW+zi=}}H
z)Cm1|g1<<%#mA4J9c~{vf}Fa#Z2x`j+0Try>FLtuZ_C79t!^N5tjt&=TF$!D!`qLL
z*@eNPS7_x_CpS-8vS^Xa$OXrh(yk_r8UW_)d(*Oqsda&g>hQ@8Q33WIzj!Ip7+5TT
zzhNSOyA6Yk@UaTG?7U;@J?WY8yJ>j?sWx6mXa1x}e;jQbnlxer5i<{d{P=O^#!r2e
zl$228oJEGwieU#jd?{j|Mn*>4FnN-TZ>=31I-}*%bIXlew^~!u(8IlP2CS&B93Q5s
zIS?Cp|Ni}LNRj$H+gYI5-nSKg*Z1mGEsR(@l5t7=o2PksU5F{<_8;|ZBE422Q5vYd
zbzpveJ{@gsFlTMAT6C9WI#;$nW1h8xv@VvT=5|Ibo%*{3UIU{3;IK`KqKYbbvX1Db6rm;Bfod6WKER}COdL%<9qU^*qT@cSy
zaeHqhaUVIcS#y1DTZw~%1H;YwHAt*R{tp)b_(Ip%xaT&LxnnTwZ98;`Ma=Z+MW-S7
z^Folu6T}4yEUcPw4;c{}VB^A}x?QwAOBSy@KEwV&-=jr9mBLlJNuqAZ<(F
zcd?+5^=VvGrl^A78v<&uBO_z7WcR64sDa*O=cb~UAs(H9Z4!gAN)I1C6w|P-(2XnH
zqp4{hoNG^6+1+e|J?qZ$f@rqr0WEz8*<}ocuch&abYqL6A#p5CU(@x1Q~7?#Bf}?7
z>_xngdhVQu!WY}MYdc{tB-8KhAEfJb2fIK5(T6lemlMp)+#Q@kE0?7Gqxn!+c=&59
zAC=1;Cr^$>^4e(8qMb;Z4aXjzifU|XVrq=SVUe&N^_#+&i>u+g5B0w0?F61W4Bg
z?ccvEDryLA`T^uSHy%IkqpGTUD>wOby*wui-7`uO?TqY;I!t#@Oqzg#@pi+++tB)T
z`$^}N+(^Hed$>^qw00TG_&2tb7$+_Zk!sgN>-vF@kL->hScL$WGm)
zgp6g^Xt!E5*)DnqwIwQbDQmZHe^H%|g;z^n$-4C!Z_$N7S;T(=xjcJz{0?7Vm+!B2
zhi^WDBCKqe_U9zVE4w6T{bqL^pR#!;6O=5$ZwR+$6LT6fl#-R`Kx6m}bfi9=lPCLeLYFEf4TwyWGKyXltZ#B3prJoCVs)3-ZMVHh
zC^~%jaHi+4yoi
zIUPe0Q^C0fYx5n)ISf}sP`iU?p$01~OyFHJOUt2*Ss&G<|D=u#b1D4vi%C-V0L*s5
z?FxLD@_ZE5eT4bE8uOy$?`qBPmZh1_
zR(|VU7YuL7&}48X1G-V7)2nT3U<2aSS#qmX?=B0RkdQF5l?78skjH5+vIw%y;`2L>W8q`YqnmPn$ut+R?d(g
z8_yDqLEpgO76xDUn;YAjU0H$7lGuqtNJ)Gn)T!6eIot^8D5z?2>@f&yMR|MK4gqKBy+zk
zsXm5HaUDsn;V*2*SH86J-8+9UMKu
zk9CpE^gx|{2Qg>=5fvW987E5Zi%_kVmzR$QCVYzi=`08B$uqjld34IG#IBKMtD)N3
zL#QZ_SomY*Sa_Q_oel<}OYvIP-XFhw>AFvEVgAF(Lx)Njqydn}Y!(xly5p
z#azRVtY)7MF*x5l;O{B~{F3-DHW(9}i?H@eN?k+__2_PX!~*emcoe8(00-1og~w7Kr*^F3DWK~gvo#Y^2N&0
zaUb^RP-kDcV9lb&#NQSnw&b6!EiSq3ff!*!xH@&?$2*AMACxB=o~vuD4%H=g3-{Zv
zckjDk-~k1k_E`k}E@wYpa%T2e`}XZ8Oq+JR%5kAt>0%`X1^q+kkeDUTBZmpT;y5iL
zDyjhM9lI?WuQgC@{Xn9v51&4b*)i1O@}_+OF{$WN$nB1?U#5-7A|Za|Q3K*Ks>(;BY1H!r57g!yImxd8Bi*Ulj$!YyN6
z2WUOuzjf3bTqtg~n7YnUj808Gz)jjfJ6=oRQ#M#{|G+sRUhFL~kD~LRAQBl?CImx5
z#psyxTv2M}`{`cPe|3B~G)8rbgsN+ccjA~A$@pRB#e2vpo+5;@W5Itq)_Q4|)T1Ln
zxz3qv|MhbgsW2x8h-^RRbQD7vbcv?I!^2ICWwuhRDA<`2qF8`2(30^;J`?uwFM=VvI+bPKq-y*Fj79G)inE7sa%3Y%
z6|VDU&ZnkE2L*K}fEs&d@mp`i#V=)MDzhnYVyNJ&8r(2GOx=LMUAzR2nx<=Ym!LsY
zvr#ZSj-7!5p5%UHn{L0dbD
z+Jz1Fq@S$p-?LfErp+gGn*`GsITh*>`8_9^g)1L@H>uv+p50Dwh?8Ta~yF?1^Mep)0
zOmGQ>HM`~wn>X7saxu)ew7CQd7oSf(*7>APt^DxbOGEs#->BCy&TxPKeY?Qgdj-n<
zDyIf%Y%H_sL$Mzm1Y0T-IB9(0lC9OMWjzV%;$svB5}lM3
z7l%bfjemYVGc$~`f1GK`Tb%fu!{ZK7%Ael7dv{~5+>`NBdiaHNe-#5wQ)~z`cIK5{
zIAeOcKk%HAbv!kZ?U)rZeRDuFpsHMI;IU7a%6kAb?DF^jL5ZMwbN{#fbYAvo8K3(C
zb^?{t&}F9&S65fh)7P)y#OWT(!Zm?2boNWUv~5Yc*~ump9QVNsTg?nPg$B41q)fxK
zw6vblbxdx282B!Z_g|DPw3RvJl(;7(N8GfmAdLw-d^j5w`Qy{P!x32SMHY@7u{rd`
z4GVKVBO`v_zOL{Ko}FAciiuzmwCmPCNnfe8Zg7I;fXVhhjo$VfGK3^-fvUsfy%=c$
z2;}Ctq8i*g_n^|gzA*|?)E4hkGjj%lXEb;3-nuHevZj492B9JB4kKvPgiZIgJ!Vrt
z3}kc0ke+SS806^a*pES*s+IEM9G#eMw95bFA;&0oL=A)86$bGUQHl$R4+x}E%GzBc
zy63_0>SvyspL|PI=NRUx_q8FE4D*D3xMn$XCqE#!M3}6ntE&Rq!9L}U_W0T=ql|wx
z7+e_z_G$2Je#&zTU{zZPMzTG6+@OxWpH~}4@IGLY-3^{`&!@zBM`!B(i^xrv{wB%I
zBERS+tGrF*u#u6G96te_eP2$RmB<5OF7DxFmMvfIN~R_6bn&vrkSo+pVm`y|Z`;7cS@sAbxaW;wYRFG=g~qu@|U7
zmR&~X+Pk
zj3Rf~2t`r<@cK*{-Ab^mx7AN1~Q@i~9ig3YH9+^#;_;*FxBe{zFZI^94
z%2cz1432Y~Tjgu>^73SCt`i1}bDW+&@yqAW?>Rz;UN^3dJynZR+ySCUfm5x7|6@qC
zR$qm#jt7(mROIA#fGWHta?FDC#V<$BoH_GadDQsvLDairiICN!5wKRNKTWyO`0SH~
z;D+VpQE;rHBO?b<)tK)RX`hvbE;^Y^;-rZaR{`?f{dyq&F*`MX@4kI+k&??~awh{%
z!^M7$kGIK^eC2)`Axi)?IB`GQQERiduz02Q;@ymc2Q(F%a~e-5c4hd=Z7N#n#KPy(
z(yWOhLHO3h-3L(XgJH`BaZnjC!jI@dnAjEO=HhDH&CN54W1L=IvYBLhz5e4E#0W%K
z#Hzo6@c5KUyufOHl|Z}wfGfu6e&?xigT6*1kIXOo2E+!6{Wy7XAPmAv0*^fYdLjo9
zHstXG@%0U(43AX+?U3$!7Hq0pxx+uV2Cm=)W>mUvbqllvKUX_Od@;Ufe_D
zxP%2H_p_!v_AFukfUOkd_59DnG;Kt)y*W6;7M;8zS9pvO0Wr?haf3FNZyh*#+_*Ii
zYt(57wE@1wJ8+?+0hI2xXK%Pd
zp3&=^%(I&$mh_AKmJ(47M8>{k5r$w!B1x+`ZabIi&MvduqM$t&FX;K9|8<4?*i
z?$;1)upcdeTJU>Y)|r6mDcs2u6&{6tCZwO3T0e)Kp5;h?f%EoNS~@*M)44*z_lj7k
z$p4W8umfqroeyqchv3+DKc_+$NdQ3Ngzr@n`uGAYR$X5fMx^&T&WBW2AobgRK@BT38Imsm(^J
zDL0bnV#NwYL>gv-1fpsfi3{!VYz6k*j1q})GcMh3?b^{wE`))ze0+TB|NeD`b`W!g
ztmYg;dmerI<+f>40>;JL+xr>$W$d52lKiG_miJ8@hGJImf9E*eqIPm`Z@=5PCQ(a(
zA5*rlXxT`jI+3nmXym5>@e=^-b1y$~`X0CH*KP~NI0P?qFe4CD!vkVu_dNhn7VdZE
z9#!DeWy_XLm^A4Suer~UYHBtQiLHtsKHNv1xUMj|71Mz%@*k$hxHu=u{kl$a8wJQ`
z!)u@O%3>wM!hcZAJCTu*A$t*jXi3I*^~x2pYVTmJGwY_l4D8^2jnos4e6D^!B@bs<
zSi`w>d|;=y(a&oDT8J=0p9Yb0Di0gB9e9!5-&dGSBAk$m4Kv-`CQ-84xjgDpwwSMR
zvgE@~+kpD4kJ2xZ0E#UTi3AaC=z}otcV$C+FAlM7CwBj$=1(~*U-o!8rS8aNUE;}c
z96-+nb34^uuul1WJ)|}>E9)FT)?2YD_ktN=!(TElSHJ=e|68Um&3SbpLBqR#5-16D
zdwpT?*o!^33K20v?OP!RSKkpiR1r=3mEL`MU{uiNcQg9lg2|w{>9cHinnr6b!<9?N
zu$@m&UxhDxMu`$iQ8Dg$=`&4*%F0T?!10T@X{oG?g(mVDIAJvv=FT2(b9-On?#Ouaq%-%7!Wd{n8mKg14n8q_^
z>D7BaP3^w?IQDW&a#fv@;^_z3r%Yu0Ku`Au2CgzOksfcJd4t08!q}ozT*BL$v5JbX
z(Si93b*7dv4AF$kuny#u!hrJ@oHiZv+92d&`4fudHfU!%`xt+U$$n!)Fjh%v@1e^!PuAL)
zU2&(L*fT(<_vE&|$Ct*~u1QP?k9t;iLSe_A{8%s-em-d@J
zJ>ExLrq`iwa*W!@k$U&H#~F8&`gJKF*Q?LFQ}^1HYMejSIpO&q+;YAc((;i7H_UiYPhCT
zn-nailr!t?^{~eDw6vP3b>#)piAuF2z7-@bOzbv%_;3%<;*hrsTuXJI6Zx2B*e|Aj
zH$hX=ysg3b%jyx@KGR5LH)=#WYmJz@U^7lJ#i#1Q_?7S3ea}Z~X+@GUy&>+b!}^kJ
z`31y~^v}6-*7zt=JE=*iNUfnzJ>KGqKDp1XUAy{c?JDb@i0Evgnh$0YS*Pt#cDm4L2s_=DWZ-C6*x%`n
zrjKjix|~Zk39fB?SF5zVVD{Jrzb<}tb4*S$WX+NIA0aGe$gZ+4&jXBlNtLa=TYS-J
zB_KkzONjY7>vovTlcn|_D4|mNDkMN5lC=bY$uXHbL`_X?xSH|Cd?xFS^7it|-2Bxd
zB>v1I4stw5+wI%8b%*`|JW1mjx=2aA#z)>wFT3J#P*jEqioa&_9yIo%1O1K6u#liIS}PVGP-R$jGBA8v`w2f{rdOM
z#aX(-8qQFn}euf;jPlkRMgG=j^ng{0z#eed
zqz}gdcX<(f6Y3ZUxXk&?wN>|v-Ms;yVzRQP^wvEAAbrvCMK)QhKv}$^GuJ3C$h|Tu
zxUsK(yTer{YBLR+i<`byekbfFpEf)?;qLn%2;;>*ECc}2Iq(bJ`pPpVhegI#mUR%8
z*z&A{WtYEaj<;)B^2iplm-J)D?)ArPdXN1hH*w-YwgSY>RZ}`&BEjN+MjkX>Asau13ZS*gA`xDXzlay6KlQy8Xbk5M^#T)GRq{)-tQrRDzIoLjJ
z2i}mJrj}AEan~%tD~OBR2{%PBI$9tDS$!8;kBR}-hd##v9}z6vid-7Hkzms(j8a12
zUQeKFYeH{zFi&GWL&JQn-l{<<<}GJ6^SwA3VudZ9o@tb0e{a*YLhtEs#3Y94#%(QGnIY`_x*t1X+%`#FJ4Rp$`M{_zIP8rgHg>+L*Le|e(=Lb
z>sw~Yr5HIvUtQ?{EP5@>YD+si1=4<}s!Q~_jD|fU0uk(cC3RJjXRnn{LZ(KYAn0-1
zyt(h0*pKfZx5uWWr0mY9r6sM1gK_^?pi)LMnsjfVrOr-U^r0B+1!(BV!aTO^27H8I
zKmg~MF{*Ri%4^49v4GHfMb|YN-S2VxUnU-X03OWHv6Qu;C?|tUw=)U?pqS`
zEaui)z|lrlUAQLx0iw3md1g-ImLR@x7?Xa#j&I6TSp*dp1`lTSXKc=G9Px%>$Q
zsV?nj`8^pEPMqC
zbtqD{l7LI6oJ51iSJFL^wMHTD`aE9rlG1rDAh)gA?PAyHfwBtB8u=FvjspuwGAJ
zyeQ9bWK%%9lF{wy{h_>OA=dAL<{UBK?k@&1I6Qn=WqL?kqwibvjAde{)UcjZ_$OYf
zX2;wC;NHWO`!2kaUEu7;jvZ5GTp9rIKPDpe8{t1H;3&#!xGB(99N$uR6f$ip&;ZPs
zKIC22gH_ekI!IQpS<_kqdBGTh2WPRhgwE?!EESfuHEW}e!H`T(EV)Vfk21nN5Fbki
zhcVA@L8O4-m&B-Pg_R@J)icefCa*f7wE5G@mdQ{)L&fLMd$HuuHCE9bnMABJaNxji
zB@47G0r~ta&fa5F=sY8ahPt6gjc}VuUD7Wo1~)~qS4i`iM=E-jYoB&VzZYL%(EK$l
zBH}g_&w!X4MMXV{&!;b2)}Qv5Zz$eCe*G;mXqYf(>C&as&pw$2fr0Ulo5wEk-W(b^
zd-e5T{pRkPQm2nreYguWfa1j?yGbHBVwA3(lhcAo!+SvShb|wMC$}+hb^WoS-+^4Y
zHv_bevyy?lou1!SY9JQ*Q`5Q?zsMxOv-TA&*A~~j%v8{OU|D^
zFSA~UX4qlG=6=ifd~B{IjV!`?0hpam&F_sQ&b1=+$
zyT~Bk7jEa1q%F7&;VbU`f|qc@;%wh%s-@~n1bK^~v5x4YquN7WgaH2_?a9=5@f{OD
zGjyyYw$Ld+^}rfmN)6LNX8C%MCCFx0Ea{zJ_SyP8yMTh#)x)T2ycMw5DYJ>gk7PIO
z%kc>xu~5$ASRLV`PT38%zbl#EpMm~3b{m4iX5&25Jvy~MvlLV1yAPUDr#)cN`KL?z
zrb2~)Ok=}HP1acPb>;nbHICP)XAyxcMeSd*K}rKlt#1vbovW_21>wV}=7w?J;tB#a44bKv@V)36mlJ25s&yEtTsRq17PwF1A
zWieAx6$aWq4A&)g1{*E{-=J8ByX>P9FnIN}t6p^z2%)K*V5kaU8EoKX3c4sedf%&u
z*lGbXK~Bko2kHu|Nq+7d3$3xPe|!^;YGdYDc~J`6-*4hB>W1tIj3kxN)fBx&MF+!e
zl=({NLCGy`rXFm@c;V;IpG(CbNtWpk$wuEYwib&ZP#3;Keol6Fb{dZ%|8>0WFAoBS
zJhmty_TwaDUp&zp$QL5B0M+klzVa%dyOyX_0%zW*rdqCcJ65MwDV6U1Sf!_%-(Vc8
zL7dk*I6R;euW5G1L4El+g1Y8*RaGsYqnC{=%gSuR!9Hb5NY4dtz(|9Vb_IZMAYq{4Zh(*i>IB05WO4K6o
zQB16*$x8_cVN|(d&
z_D#Q{a}`5`RjOlIrQ%<+0PJ#6jiM4@cwF=7!i0I4ibUKm%rM>IHoruA=;Sp1^>Q)4
z5jbY=-n}y4r!Q{z7$Wd{Zk>>OcLQ-cKy~qU=D0ye!k(AAz#--PC*F+EG{!sy{C`K{sDWc
zuFv=%V{!RV*P2UgtPc4~e^0qkfyV-~0ilGOrkL(y?aClBvf=b~jb*9EA}g$nr@_cp
z5jxBRumpeFwR&wIHM|ts#?E&GdW&i`TS!zM`BDZ`pSwxV^C0S=&u9anh7;MZUq1%h
zTLG}^Z1c{rpn?i;-*dpCUn>RQ;(d`XK)ZYnsFw?4-hcl15lgoN2rO&tz2s=hfcnd3
zHCj2VR_2z3jWRoq-&$p7mz1h^+2u|9hMym1fvs&tIKB}sdL8Ykh0mXd^OpJ?U2?sl
zW@@bDx&2g#YShaPGKW!qZm;E6NX*G1CtupH)b-RE1*vxrBQ`&&ZvrUfcmtMR`GyQ@>$
z$z&j@vEVa-g;T$Da%&-U{7_YOhn}YprHq+_d1U}T6yB*u=tOFIgn$#iH4hXUblK9S
z&g9Sd-YTNxhM*`HI8xjh#@U*Q9!B9WyMAaM6)b!3=+PV+8b->?AGmTktr=_3Jo|9A
z^q#89VZNDj2W#N-on2gR0^%#LzJK6yd!?FJSEnMgCAZ^n>jh2+3T*w-ZmxiKkTu&p
z;$B}^BZA|`f%JzTj4gx?RasTF6NFL{KjSQkqf(6rA%S2cVUuKGQf*I383SL$4=W<#
zW?GOscI~Q5PDBSxdrTMsy+nf5=@4n?&(P`t?fPAZyvrsI0s*F3;|6URkR8;w{8mCW
z$#T^yUl5A0qepK-Ji{E#BnVR)JGS!u``v&p12NmaF$x{KbdhOw)NIC$$~2$8efo&w
zr$2wb-}UR-t=qKGb^bi6=jejO*~dwV_@oX{sH6gw2hs4tY1<{PBPqme>*(qV`>-@^
zbtk0y_XCy?&ISHC`g|J6Ii$;5v_Z6z@cL#w+NP_IvQT+2d-}2`IX&~_X`T5zj%B0#n
z==1d1v&xs7%XPum$d9NV_)>uf{&Tbn)UJAG5K0
zbWC=Qa`lt*I2C;Gy3PhCFwsJ2-m;%W~wUOjI&YL&iBbXpL
zi+=LS3Q{LD#7de|w^R7Zd-%|b*znNkWF_3`EFGP;c*MO_kmMlRkzb1^)BHyT?M8%;
z%ugFQpoHW--y%=Y9bcf=Zw4VmznVvvT4%4CHg;@R+&Mt4wsXaeRs*#>Ww`2X!N~pa
zVUM_~vhue*rWSKOrfJoJ(&&=mi97+d%;Ef~{C9etTW5~FPCcwQ)c}!ms8B0^`usUW
zWC=)l2j{7CL!r>)u&~L*0j+>7PgI4ox!`!pZ{5NLjbzXiC6m}CIE|1RNI=-1cM0MI
zV~-P2w!|Y|F%?~m?cx*6G@VWzgv(jk+t=U8O_GB^XUqUh(N{zqn@y!!B!;57i$+}0
z&4p>*hhbMTOKS@|6Z&>9#~x6{=^&KjDW;!{DY|{T4UH9kzP`Q(E+0A4S9B_YT(;h}
z^d0S1B4xw;_m1k&u3ak$jRSje<)rI3ER`!Lp-qQ2gI3Sbk7si?fFTHmCh64O%*zqS
z9w_c9Z2@3{B>aXPL1JW;Fnf>AhRyh^b9O~BvsZNGcisQ-2LA00ACLkgLJENtP)(eH
zPa~~878xnHh1mLGEHXUFILAM=wSrJ5UMP>c)8GFM{THNdaxX6#5Xnkz6cltP_PtAq
zw1^;ilEdRJ6qH3H0Fy)a;ssgp=INyQ5=-z0esE@`wY|Mm$mWdpMrwuuF^3kKf-866
zNbVr+F*i5wF>v5sR%|HLdh)$*KYsW|M7+4Y?(ythhu)P8Bj^#32RZa>*gGO$mvnUK
zw@oQfA~wkUN#r|=FKxYA?V(iHf6UJt+v=KbWns%OFM(pLpw`JRgm7}
zo<-LP?((l%gt=U>zI@2+9fYa!(mBI#J$cesBAE0iz6r)Xj|6ll=;-X!PJV(Yeh#q8
z{EB-|VtT=w6-|Sp(}2S>&V0p+;G;+Pkbw!@$sIu_WzU~>qECi`>Rkf6bDqEKVK)op
z%Kbz95!_&pzxDM23!BqSTPc3jn{#@lZuw#z%nnY>Rz;B9+YfqMGrf7Elm!QCC
zjW;XGFvvjN34F74?5g14D&b
z<)sXV!#;hjwu`g#w%FL==a-Ge3GaYrg4R}BMsID0q#=n0A{PYduVzoChRTW*Q!FOw
z%4;S#xz}X96S%@H7E2?t+l`l}W1?0Ihwuia{`XJM4JSZoBiX%gpDr{66%ZepK7C@~
z*3jo59iW&o*2~Mw(%wFR>U|7!c(~DQd*cd7n|LJ_#O$a#@PCe}pw~{xI
zuhNCI-Qui2o0vl*j8~By@@eJx~7dNbiO_GC?G~aN|{7s7;9h_rD~~PTcRI5
z|4agW3pXpQvFIYBT}c7g^$nPR6>;8zj8h||No3bS4-~)d7Kk4&bhj@6QR~yDfixVS
zT9zS2@c6B^R{F_oJw0pS&RY-TF&;)T?S^=LYehpyH$rz|VsQC(P}=Cb>K^?lGMcLv*yHqPB^L5;x=(LrUxVJ<5qAmFMa5O(zH)&vmrPWA31>HIz
zOwq*Y;z&ClKXRl4EH!+48;O`Dj2u%tK_aIFBmgC-Rib$a8gyT&ju6GH?$RzFbpoK3
z?h)yLl&QS~+xyM#*?#$>pbTmm
z@Pbr;zNG2KG714Z$hIlQ4<9|cla-ZK>V*s0y#1XqFot^IJ25gdsG(7x=*DgKT<{Ug
ztS5Df&5UiLU#L^N!;t0Zq;=s?(dsE7GTuf0;N|TdeEj%+`bjLY@p^B#!RY!H?z@r;
zSif3i<4uk<@92bfsG@Wd(V4Y1T`)oLuf+Kx#+yZ;3xHNgyxd|TVf_dgW>b#hS4}xi
zX64(rBU-m452)l(tO4AFxdtU3r#c1DR`d%Xl(nC%ZJWF}4eXyc@Vh8*bh~xy7XECN
z%nSXyG=#}BS+cdRaZUdLy4myU$`90fX~1LKMn#NfV1E$g6Reczz7-wpS5Q32^!PCn
z4(lGO7rlXgX2%ZTu
z;M2%}yJ-evdS{%%2MbV>%z?g-*-$!Dzon(7x+kn&N%`Wy9mH&U4jia-XelH(TBpPg
z7p|SdTnVB+)0jz;yRh+e-^3**zQKXPD&KYa@>C9r&UBx}(>$*Z=4PH=@tCMVfSv6M
z^p#5LAo`;u62fMBPG3U;p3QsV5KlLGlyYhwW>s{)zX6H!BLXKPY+rGqG!)l1bJi>s
zIt6Kfhyib0kkLDi)zFvUERZ7df}R-j0P>JGz{EFMmI^u+AmprVflX3`M9aCNJ$N_H
zeb2#zyH)(I&VKeR>(;_Qmu-T!m`vQORU=>?pNA^&uVGELE?AQf9iS0Y-(*;>Wm}&Yf?wE5sSVrC(MIhj!phqsmS{
zzY~x#X~$RCJfGUz;7tc{R9L4w!fXOV)QLp_1Xj;(+X@m&8*+wkE%d-RZ0
zTxhosKprlnsg;>H{5xiCj0$etEZ!dH9P48VoA-WB&I}w6{jGhO(=vdkyDN+;tKi1m
z^!tna#
zN-mB~AY7xNPC;q7sNV@c?{uwhB$aJn;`7^g?z9z+HfYuz2o4^W8-d)L^Or@v?_vP$
z@Ev{|6+T_+cxcV?aS94Ih$xLPb6YNb!MZdLJHO-KW?G;o^&laYT_v64lTU6*bA4h?M2kF?{a(Nyy&Z)S^7>op9|k{y3Pf~~9hvd4E(27%kSLEL8YzTO
zHOcY041mRSf`zXQ%WYPLybR<~S8=+DO54#cJ0#cD;NKc5{nyjT#X8oI>nq=UwITRx6?r&$DFvO<3fb4fik5b=vh61|0F|qWFEQNVi+IWKixnv
zOt>#O56uH(#*1IOz`-2-PIYAHpatW^)7zxCgf3pk)+9GGcw4$^7ujpquA=-z!N@O9
zMt276p>wFRoVe0jvT)(T13E}b>hE-ZceLhe$Z%dT7p?mm+($Uae^FDSkiW4C9U)%+
zo~j(3f2aCCi_)%p|0o0TA?cih{{LdD|NP8rzeKVLxD|L^Pn?`Lb5{^w=?uRjgB*B=Jge;(}LGw?N<
zkN@K{{@0)W&#hIpWURW^S_u96Hl9vA7pu(wTh6x>D#ocJ|Bd!q+DnYPkeuqoL?Mud
Z)<+HYwOX!Te_H%*j;^83nVFV5{tt{&a?$_*

literal 46473
zcmeFa2UL|=mo0kCn6(s)fB_T%!2l{CpeW)&L2}NDJ{v){Xerd>b*U0t3EW7|vb8e=oK?scJ)^tkfm{%!v|>
zG@?+pP^ia`DqMKd*Y2pHSU){8G$!J)Y;Neah(jLU5z9Fbb>GytlS)0hf7zlm)1U9x
z#&hQf1V==uN*mc(2!u1IzUwo7aCM#}yY$pPDS6A2e2a<}AJv_i{#HKjba+weoGMxE
zsFwOqhw(Hqc^c&zE^
z=}A%H_P%k$#%|Y}w{I0JEt9k^d{~hC<9)t!xn8ni)l*@fn76K~+)UyU65915a`N)}
z$trv{pWm7&Fj6R4a`RO%UF&q$UyVIg9VHuPORL+poLR6gq>7nlqpa*~wvpdB+>6EO
zWQo^GWohY3{uoTU#^Sl$c-O%PckhNcbhs*?5g8AUQHcInZ4nT$G$zL`Z-N%vQs`cI
z{_VpLG_2{YXRCGQ;9to;A`>SKDxb*uun22tzS$kEU;bdp(xtVNgN1{CzRq%~pu1~i
ze`{u}dZu}dOvt6fhYzP&cS};`jvl@E-g!`%-@Hv_&YU^l$HtWJ?T{M5uLJ@|Q=LYQ
z?PzsW#TbRVK0ZF2iZS8N1KASWC2rfUcg92AVir
zGZWrBeqm-@yLN4Mgw@hzCykf-Z
z4ddhEJp;Le4Ov!Q_x=69*#4?{cB(#9e5oIgrrPu8&z(lzNu-;#W|V6gm^3D6(i#(k
zjO%0AMMXsyELzk{-Z)$(niwYGBY1OWr1p&6VE$N)Mz;0$(NV<<7qW631`|em8(Uv)
z7P3FRX2)rnT>E~7XOfJL&d#x7o=a$L*{N<5J(1-(JO))y>qmNO>*G}SFIc!R#>FH^;ybH-!S1`vsJLONq-De8@_%%LUpYQB|
zNsT7UR3X~8Ax<@n+@9OiM5&1Ri4#{h9yE{ZD)Z?jivu%iH!)(=-;#dH=1XP$4c>w%
z>+UyH!LhGrH8h@le)}lw&Ye|uJvHK6w{C68bx2f-QweFcDAdG|_=b15&uErhT`vFl
zfLUF%{7%2!>Poo|gAE5eT*BB-JurM1D(=*IaS@Md$D{oQNF|x^5H;$fWX#z>3y%(`Gr`S>srTd*XxL>P(YP6pDw*tN9d4=99EEzS=#@
z@I9TpBaDR@FdTiQHrBXB0unf&ID=?N8
zxOl<0;-&r$bEX?NS>);BzwLW!N)v>4@2=ohPI!V3+OTe&Lj`T7^YTib*aFqm^N+6T
zK0I4?+pa}hrF@`0*USt%hJSg=8XbC$ywsvF#X^r@!GM@mQNuK)aS?^)CSvfIr2
zFJHQJ8pGi=IGEn3wI46v&2*!EulGLvH*0bKHdxOqTqC6e_t{umn+7c{%*D+H;C-o^
z9tQ4e@9QD?hdwtfWvRfAd*2mtwgzw?CtmPwxeT*AEgM
zefhBNu&A0_rhfez`TW>I(sz0|Xy%aVm#(g^YNbP6Cwy;j76{F@`4VH*_0nm)+rR%M
z_P9w~mK9QWkjwY$C2ndNrqNG@ombG=_edFO7+It
zcWY$HG&eUp(V`=58#Nu8`%RjXbTc+MmdgHY5H%RPn3$NTIf*r>zy9ib_Zim(^XE6+
zN>|~|!9$t`&6_u`e;`aOBqYS?*H9UP-2p`T!O(PsQbSr@G}%NXvgRIKtH#ZgKiZ(a
zZ`rZo&lNUJ83Aq3+pIFfGOuEumj
z9Q!0Cz4YZvT5Mv0Ty2C@eZ2ZXe45g3wKPixEzFsLx;p39tZT#&FrbibT)&ouWuUqvLTZy&Mr?E;_1+GD&90DR
zUTm+8F38_szUjcLJc}xl-;{v3#>qr?~fn9Qft>7Zu9(c>Y%jX81q^;`Veg|noH?qvY+Pm
zAJ#W8;5u|j<>}Mg?uy?=Mij=scayNE-Wuj35@S&~rL<`~`^r&>1vy&62sOZc#gB}fg`wX^dy;5)K$w1A=
z7?mg!*S(&pSKe-8TIUe)Ee|R9Q(B?iGf5K9Qc_aZu3BaJx>rUacYl41Vl8jsuh1)3
z=DUuyJ4}2p=VhlNB-bN%#I4hIk*&$Ldl7E4Kgzp{%%DGy=BF=TB7gL^#-6VT;MB}X
z<7T?y>+4HELHFm+TDGiMt+$zlyq6_;PYkeW+RD09C^Fv}fTXiL183IPk7H|xA#>u!
zwXq-UT}cl7P~ye7e!XGi`;cRc?7mhX6%Y_WMhF_|&+ITpa-uaQhaE6)i^{RomK`E)>8&Rw=~Lhp?~FE3TP11)7C7eKI5FQ7ryF$n}RRvylB;a~D9@_GMY$zFC@e6liYPup#3>
zEuY_=JHhelnM_cR$!Jk1OsSG}Yt-$#VV1u$5;Q
zFYlQu;jt$Vc(oJa;<)Q$mCp?34d2ELeWuk=DC}%IcAQwcj;HR@f~B@)%nnh&8i=7-
zQt36dwWFWzo#EWEyBS-5dU#Os5snDV3^-_!K=5g1yZz&a1kG5oQLx_Lz47DHPu7^2
zajtx{UxL-;+eH#f@i|eZ%_%L}Hjzxb)!2~sOUueyUy4kP)T-q>rHf4eJd0rc^@A6y
z(#ez8ehhXbhKI8uUn^ribJ&bJi!M41WPhnk(mf{pqv`DT@84@M#%XrFN`zzFVA{>u
zFuGa9CF_92`?#_9&S&r&Ia}K_v17+Z5zS428q{*_;}J%}Nc=F%JYTVqDuR#sNxw|8-H?7^Zi
zKVV$K_S_D{`fHN?fj#C`UK&nf-;;pHI2(g_RY0QJzud8@muEsk7moV#f$e6ygHoO
z;kJLxZ@--es7cVst})L8Zo>rDo^``w|C~Se-sAz7awWH7%zag`s8l4U&rQi^D-iUW
zZ|%lxl$4ZI2-?v!zWEV4^Ci8wJR#(foPWERSHzkF{o|;4HjIjUKd9;-~
z1HfFX@$9;UNfO%hc(dG6Rj~@O$HGWN#%fF8Sw!(rXEM?Gkka3jd`!ZJMG;|0LlbQK
zU_R(1EokOfWSmm3{_f9i0x7AfScbcD5kvT$MhyGgbCrP|4X*h1x1Rc9&!_-m1qyxSZ=
z@AS@|<+uGR0|a-!ZWrjm@ULF&8DG$6AO!VolV_+@*=Le|BQMsR`Rb>v^^TBJ?0xnf
zJ7Uz*jU`W>$D9qD&E(wRlj|-AFxi4ot-^e{05W#*{UZ3VSpdAVZxQf+lEAo4fIrAh7f;Sy^a>@ZbjNmtEK+-!V==>utMkzi9P=O@DC5snZ
z*HZD#EMcpF*+0n}jse%W$_aciacrIZy
zwP?FrnO~U$lKSTL>vzi9u8MI7SI?nX=3@vr_wF6??J6!VP6ILNm01l2ov=Xe+GCk$
zxn~4ZQ@=DMa=iHx`*t~~tBqkS+w%W;)Xd+|P?
zm}oh6uOG!32>PddW0VsUE?v5$H|PK?>wW81{sHm1idr$_J+JJ<jpHjL?rYz5NinXoDS~WJG
z=Y{aarB-J;UD{R-oJEkqN2E`Qct2h_r(yTo#zy7r?Ccf&2!a`-+SiLIapvtg&@J-F
z#O8s8AR8`2uS7AeIlt`z;1^s%c;Q*(*rdJ~=YaFEIfWbW4OmpWXA
zZy_2$L+OAfHE&*hICYI(e~aR=tIOVj@yFxJ#`t?ns)5h>$|sKX{HFu>UO%h4T=wEc
zR$r6lnZFJj9{UjM*yY~R7cV#f0>J5HfaYV%k1pPKx|UB#wrC
z=9AiRH3VEAkxdF%Um5ydV_UY3-=jy-h_fbjQL@Gz1yhWyx!)F*;TNjatH=|{eEcaq
z^0{nT++zhbHML|q_5Ag7Xrri`%VK572l%qoXGrRlgNS6Qa-4;tv3tvwBdb@hPT-k`
zzZK1FD-yeY-N#26bJqXp(^3-au!QZ8>QgL@S~D$nzQCHYw86OHTUAvxfoB2xP0CXC
z&vG}i)>Y;O2stFs8seSv-^}&6(UM~qiy-xg88Omwp3dqq^+j`-G!n2dxKkF#tdSGn_76%U)ZSz@QQCh8Ed;;9J=#WIQBws
z%%Np2MPlkjTxyI8HK{5uKc)ZXzLnjEgMN%$N>PygHtyBCf@u4JX6?6&pVtN>Ez=
zeJ$e;KC>2u)(kUw1dl`m)lxZyikV+uL>bqt34?N`^~IZ9xU=Di$AZi+>pFMNY;jli
z|DbT&I-zG8cyZJuN7UgQaIz>bf=p~nx`}p`uXlV@z~#%A88>fs35+EZ;i10BV(WbK
zJw`@G(EH?|TVt)CZFKnli3+-|3?hy+;-}d`L{cy`KVEGu@F9HsgM}+u;`;hbBg>jW
zR3^p-6M+S=D|dn90t3{4eHYgMa#rsaYL^&%pAWs;)NThGTNF@%Z+LU60d(=E>9x^47;wMIWwo@U+r^b%|8ip#rqA~AV%de@i4q9!bk9ltY
zf$_=7SmZDQK*Mc1nosfOhXd)pE-RC8XtVMXnfW!mtv6XM-uw1#CF~CuS69VEE#ds3
zmz$8BxEjXEs2AP3wn3$6`3^)>R=1xaIrjZA5Wq~3)W3iGc84t=LfS-^k0|tP!%QtD
zJ-tvo9Jy2JK*4B;C@p!8so=4@NmAamYu6G6hNN3(faT|{JRA(EG~KB7gl3NIyJ-2y
zH2rcWWHKNbU3-2_)Bece$;
zCgYIUBgmyek`O-HbL?ud`0CS)GYF?ZER)7XGjB;rO3GpM31=z2v5srcp6Z5!&Ob~`OG}NA%bkD`*{M*TX)Woo
zkVZxzq<+OeX|d0;_WM_gCW?XB$f~G3++D;uu>D?yQ4Elgpw-7KpDP1R97K1kBpo3&
z7b0*YQ?zgWNs>BBJ9glFO)XEIXuDM7m55Y_Xq5jo*?E-4Udv}TM+w!S8;Uj|-~qiL
zU$rO$n3+L>Q^xO!I&i?Og+oA~nJIkq>$_uMrVU_j(GY5CGAiO!Q~699xCt4;Gd<1A
z&o^`RoYRf6K`dlMZ6#Ow+I(xA{>C_+ldIfSd)m|FG6MJcns6%ev@OEpS_7X7DoNIw
z9_&;IPZ@;7VKvD6aVa;LB<4pfVdOM?pXX@b6><8}HtNJ!;f&cjE$WxzN08f$@P`bF
z38Zc!{R=t_^sUmO%3;|j{`?gl+ITnTA%>pjBRVYuLcv^IO^70tKY45G6yJOIFzZ~o
z)40)APi5bcxBIJJ8K)a#efTd+N>IXH=GQHrpPPYI#l^!TUFO5u2)(QS{6!*@Bb+uu
z)$h-Ebl5Q^FE0;O8rEi9g%9is;YJD{N5nQt(e7uK#V>$1*D^A8)2wAKL4G=jvfB6I
z;Tyv5TU*tG+$N$)F%5Tt07S|p3Z>qR{V$(|hrdD&L7~WUBTIL8cMp&%QTCcs^hayY
zh*Ev0hkV>M+81jcLr%ZLhR3WlatBqxV`01Q@S>DApYOJTXGSwKG&HlPl~09DCNzB#09y(tE^MMv5b7O
z`MEsLRaqBrZ8|7TLet{K@32TBP^}TXxl2CcCO8Ttn@ihfpasSvZ2C^~enSS(PVPM<
zYAVo??zAF*&sPDlW=MEjg0}O=?9Wp-2N+T`TYj7LDD>66C`z56(x>=Gebq9z30h2}C>j
z?YGb~qEiaUbhP*Rxtg!`T6P|xeqrL_eG+Y30L_;M5SrmSP#1j-UVbSft=ATb?*ooGzJ63N1Hjs?gGW^GyT7Wk2redP7o
z<=jP54=!$h^rcEZS~mYQK)4!(TE_IZrdYgH_)bv-7JqSLnioHWMnJ~scL{t?T$Z@b3rXh
z&IMRxT)lcL#7Xi7NF>U48x4Ru$m)hnLsCa9)&t3(BcqMl2--5JlV^W4ao>fA=^qpn
z1lAIcMcc&mW)PUYr1Ww@t`%?Iw@XC*gHEM}MbZGO%SMG#s)W?Yhe{Uv&YdR6oCH&0zdwZlX*c-3
z-CPufL{cbyd23T75!q0PT(WGL0*0K=xQ-(?8UJ02(n36xAY&{uQd@^yHQHj_0XeHDaXJ~kjNX-Dy
z1!HLhC7DppJ{!U!%+JyJ!Dv8y;nFevhvHIWl!WTp$omXrTH97C^wh2L%F2dCsiHCs
zMq^V)*M3?P?v_8%o_51)US{aW>1DW#$7JWAfWpko%-C{{jHIMJbjFvacMGC}GOFTrUT9dFYiO<@cUVpUzaMJs+6SgXZ#?kKZal)&&C1228tULGSvrN3)8
zt2Qf$O5KLQ>>ZOtv;6J1->?JtU4Jwi7`J65mpnw;G%mifxbf44%zcD3(*=&seISRO
zdSG5qwTOa~c40^_@`E3n@VBCQ#29dF5;{#?j-3fvM{aIzIe@~%K7eG-n0pm|NL)3@h~(siECrG8=QM*b$`AId$U
zFzz2eel(pNM;!=deZs2BJ36#sO)y3+9$|vUcZJrTn+cwRphK!k?I^7Qe8>YT;GM)`
zK_!T^eJ{!+>{L8T(xgj4v0zo=VDVX^=aQ7z4Za471@pvF6fl44YvzJzE#I*3ION8=
zz`rC16AiK4pEq;UK}go%SuoYS>T$ESu~9^lR7}ul{vee0cN|7~aNUj4(63(&nGau(
zLEkLWegx+Pav@RP`qmAq%(
zQp;qpVH)&LY(Ck1r%@ikAH}1I#N7eWZxZ3%j?1U(~m(YK6g=MN5O%`^XgSjAt7}Pa3dl+B5TgJdDrL6TWB~+
zt0yH%LHj-qBrtr)$(n4-c%(VPJk4BGR8*3y5~Ipi!X}VTtWdoTQmEHXV3UxKi`U9m
zd;R)#soM74TwJG62d@U=BZ8Cg^v^Cq+pl++xK)B-#?an>{;f=*+Y}oWf^rmb_{7%7
zEMBwY74&X%ZB&*NQ1pdWV1p|6%-GB>Fy1ht+ag30CIfhO9|jx3i7;OiD6VY&VK?$s
z7W(UHQ~+o-&u(CSqKstNTLpxRjP(h!CxPmSSZYZ+7YT#LA|d95e%`%%Wv^eqzGTG;
zC73dZYDzGxMgHgmCSI+$`}fxpZvngvqFV01hUmp1gyyPh%uV6iGcQ;?HoKa+3GW#-fVdNQ8*tT)&P-uibY%
zj&^^R(;oCm^j^iFlAFQP!;ar$5|rVvBJ~moeBV+s)KTt12?VOX-7u=d89!1DssaG8
z_Q7USc5}noOesuY1r)g4jDznll)x3zhtbe@46$D_o(jNGBfquos2Rx5Capn(D{l1$vB^LXqeEzPYL~QCk!*9tImsHR(XTPZdVB
z+Sb9HQ82P_l;)
z6cW*}b?^DSwK+uXt#T6n>>SMbGBwgy4^L~MYByWMXBf-zocDSp!
zd3kwV!7x|sFD7-1&Q2Ww&#I6E78Y3d4eHW`@>F7fc<(l8mfLJZ3g)1n#77e-IO=Y(
zI&h!9H(O7~%ycH?Q0`
zM?SUAp{L3L9|?wwo9gh{7y~o2$l<>lTH3d(ei4GPg%r}UmUw`a<`xnu3C$&CSKuYHT*u+h
z(ZRt-@}0*rZVB7b?vuJKl4?G3nzRWAs(2aZ?X+rQdV<`uPSqK>^w-oBb4#pJJSPhA
zj~?wp4U#Gcmknk<4f!{+_u*f;I6D>dQwLpOv|d@;2-uj&G3^;&Iu;S36!kK={rX0p
zTGU3|I@U?#=gyZ$JUo9}!^)Z%9K2;#m48{^ofVH1XN0%FWznH;rkvGj2mbBdHi+WS
zeLp|Na~_IWKEsWCf*oe4bF1oJ
z>PVvd)T!YwRgE@P!aIA~ZpOj3L;RN+R*xP%@(l-9GXnM!Z}?z(EAf=(8H0jy&woU
zyK@@$QGAzl_*o5a{YTJywbcYR0OIpOT^STAvZwAf@xiz5)5EN-ts97w
zDz^ZcMC$3`>{n(t)C}_vrJt&SLd-nDGs;>*{3qMC6^G=1o6s~~sHO{}Pj1v;3Tm?(
z5tzM63`8PH?T4?8USM>
z$c!zc`sdCany=e9;RfjIG0F90PqJ>wLUD2N?3~T_w=@*Z)!>F0MX2z{8@x|MitP&W
z@(#BaN}M?HhEFQeV#zO5T+=N&L=c^{Z9ktma>N5$@)-)$M(~=hnDU=wDjtS`^(*wM
z`p6)+7$C3ywrqLz4AbOM=L;8_Dk`&++^EEe$2^KI(Bo%oE;~7VECGQ=Yb05yr)_S}mqpr8lbyQ#
zlu`4*b+RqIDoB)>$k7z
zoo*Y_8eHL#P*M&pe+~a(I(GZ11}FZ7D>idbojyM@Fim|^Nk9o4EN3#R#M>7Ef7GCO
zPfN;=jEw9T)XKW%43l)NIE}E^w)G?x&Lg!%tY<&i+rj)}5hg(%i9!W8Y81dw4|Hq=
z#16C8HthV3hc6@%leN%bo;=C`ccFMZ;8rEuhP;+MB9CLAzm^k~7>bDf8YVB=^yHv2
z!idOZAF0!;p{gmBT=@YOP%KA3vLxXOKtVtgrP~HzrC>nTXvi5vkuv)QjuHuvfbh@G
z%jD&dm5ECdBO(j5Qg>zXnze|ZaOOb3J%y5DwfoGZHi4{A{-^b|yU1!p!G_cU5Vr}J
z1H}b;BuvVy#RoYEb+l2ef;7l|mJ3nCzsce%eZ
zcn;C*;HPad+mCzXH*Jz3QVpPl?dP`}$kbTm4PDi8>S1pcYw>&%Z=evPunUXk^y0;f
zC$L)iAxj}jnE=g_f{yppQY^s2_gE;<3P>4-@CpDDOM%dk8AI@h1)KkhJ`lT&8tboGy&DYx%_x|laS?MMT}k})
z(~2qwWdNocewZ&b$XZUb{2+!cEd`;Y0V}Nz8TiIR6=J6=`1SqN6oyj?{t=>K{QP<0
z)@Fee6%#kma^2HZ>N|jx(QbcjTA;&wvP*~wKv~OC9A?&_+J4Y{Qez?xjD5>WJ`6n{
zCLc5NvrLrqsu)3~L`j)cJVCW1uqK7tw3Wl62G4@n5}O@RQz#M_Dc^v>k)DavDiM>+
zpLzHoxRWHvLlJG03VV=9S9j!&<&R&12h=|+T0jI`
zuyi;?+Lo4X3SOK`Rb_1UB8#RT$63=YE=;gKO!>s#(6zpRJ;M=7!^E^U9FFBC?
z>-F)5&fjK13KU6LvLqks21NAGwprRVC+S`e4Gm2LZ$v1}$$`0#P|4dJ$1L2qKN8Ul
zU;m)a{i)Oazw;+gy+?b`UIk-8y=fP!!@oZq=5aOn7!zazv_(g
zI*(1qkObMOH`eh!Fbd#FpbMImHpzz<{}3+!^ER~vn^O7*P{g+v_1no$O~)Cq)SfBE~VitQwmp!Ql1p@6}r#_n3I%>^h6)fFvG8$W}(w
z54=5z{XGKaNsG^XUxVz-Mn&IKH8y-Sw(PnMdJqN4C6p&2n~>HXD2q%kE-pl<2vbK-BjUc`e2HLq~(#*Lg*;O9ojQm_ZA1_GHNSt{Yp=aTnaN2>@H
zEU}ex>AGCnXR|-C*Q#+czL8~6Sp0`_d3;2ayli7~sLdNEf5qa?`C{B{b;N`PSgHU~
zzZ-_oMy*3@6B?{&3tiChCv}xnqlm(Eoh?&6u?I_=0iG%&zx|
zlZma#-n|M9yY#0Yyf)=)8zEPQdznPxW6rv*NOfjri1JVqv*M=8W~=52yWu~Aw(YMC
z$2MBXig;h0(SPF)hYXK@*k)yaOHCA~@tvCiAJjU<%e|hIUZw~4?rldH@v?_~Q+=lX
z;jHqVXpC+Kd_AdZesPWNn4wLG7F_T3T5!``7clfqMTMOq?-M6lZ?ALyDY{xqu{`2o
zw-lCU-}bYYJYiyk$^G$G`c*t)SHst~5#27(eR_Wmb=mjB-;v5jGH3z^Jup#Xiyv@RGzRJO9h!)0U1MR+SC3{9dKYLI-zOTEU)|?s%qR&o6mFgXweWOrRxKLw6
zSZ_q&kA*ijC&h(+my}Idj{lBji{3gwUTJ=do+ju&NifL%QKnK?Aj=Sd{Pph@ey;NR
zXTeui!z)1|JHC!kKkmMgxq{_CSSC5U+Ts5C_p=2I4r-p~w}zu&%O&az^q|3hJ#*E2
zK_FOi<-gw4pSSmSKV_~8{Ri^~{mlvNvGtrl+E{GL{+E6`fsfe_MU)<|>2>EKshGc3
z?*9v)`#1MeQCq*D^E2Z=@&DQ9+4rvuZh!hD$SXV^EBw_WHpDQygem_`9mOPF7FBSG
zh-d*~5FPyV>6^a??6z}%$#qD|l5fMQ_ttLM&_mltzx{*J#f#VcgTe44>BmBlnlTuB
z-xU_Ma@0rk@s+k^TQ9EPsxkM9Og6_>bq*#DW5%OvIVA16w=v!bzQ!f`Tz&O?Gv`$;
zX`$OB&fGlmMP~u$CGRbql1o*J#g8-mwruY8Ij`q#eSQAk+rgF6N+nWheU(Y$d9LF%
zZz~55KR)eSk=ilnKq+eANTS~pMaN_<>14)N68{o<;Gs~OHZJ(R8Qt{O+}Zt2$vE*x
z%25v^z72eN#LNES4g9;yr8C6N+hUvDZVnRqs@wW?x3wxW-Cwv$Z&}G5-Syuu99EJz
z>LIJMRR{Rs{-Z}mcJy_1OO&u8v7&SO`n&e;ucfW0
zkLW5zA)Rdp4=PJX*3u3!Y>7apBl-HDn67^ug#Y@3|L+#lmu}c}h|C1WZwniO2`c|e
z60=V^di+ZL980S#G(MAZ2aB}V4`;KNvAC4_AWOWv(8W}|sK@~46
z|6s|nYZsL`vQXxYziqFCnuSx>t%F2?LH~X)%>50F${HakAshqPNfBhBUx&eJt;*3m
zK|zU6o@^#|!IlEoTw`NnS{o5O;c6iD#~cWW^%-XBH+-Kq!{|gzc2K@%GPn}5#E3rT
z8BM>`5!dG%RpyM4y8i=pb6G-54JtR|HhN%BtAm*jGPH#ej7y|k^VH=#mGo62|BzSO
zmha9qgnlDBkp&}QH6#G2&!VJTAJRHZ@&a82T8YZU5RD$MwJ2gj3?X$byC1uD?^XnM
z3N#xU8bTZP)VmF{*s*fm_N2KS@N3UoxU8C(@U^GE`=dJfTwrW$+{Fnk@O%yf8X&h(
zDJkD2n8z?D0RX5Vy?!{FV5P{9Yf2Uz6M|4xvNVKtmWU*&zaTkH3Vp|`vN!ZGP$pvr+#N}f7phqjOzzGCA4
zDIBk`aI-x@AAOJE(zV5uiLKrB(J0D&3me?DVM8>yAl26>z@U8)OpiD!&{ovd!Nkb;
z3|=MlWK8&@oWWCSt30Zzb&%DY{D5V%fc=cFZU_*!eanv)Gt^~AEZ~=_K}U;Qbysft
zK&>Q?e>uB<`RMi<`lxT&K;jC`bojzyre{Z!WONq1BXwA)yEA2^HH$RaL(NnpE>$#k
zlR`J#kXtw$QC-1g*tPtC&N
z(cBq_n(j}F4mg;hwp@A;3F!q-AY?Z56EOFrFL3Ln2eZ_u)089W5^0YnXCdIlwh$R&
zVF%6m9ANS*Gf^eE*nL5fP8Rm1qNZj%6u$9H$9yfU@mR>4@JWojkNh;xRG+tK#bGlm
zVfsz+%tyTnLyDXh8@8oLWggeHgu-bj^wL6vQ-s5!4#kHZUL{+poV#|(!pwnAh~TBx
zaS#Dsbq)QDWZ;3g1Fn3JP3qyEqu8^=z(!ODGK8?WVu6#22pV=H`}+E34$ZrfMIIXY#;4S`w@8+C=(F(B}IXuO{+5Aj)lItgrj
z%9ogLr5^1QN0~yIO1++A+Y<_T3azJF>$rah@9vl8a(Uol2ripOCM9doi&kY)7!}0<
zY%Pz9#IJW{vmu&+t)Xa1FaR8nm^
zcqUEj%zh4q0=&ib3Ug_TX4NRj@nlV*K)_D*TFKggaFK|*ruvgvcweMNf(bcw1cfMQ
z=;SC9-h!WEii(Q9;n03b`za?ES1lgN)Jksl1}B4ymV~0T#fAO~!q{PzhP|=3O+=@N
zLi91FXY>U}N!l5)YT-M4GO|!st#_;%@fd=&UVcKCoG3-_*JCvJ`T27``JSqDnuH39
zD8l&S_{DDfT=eI57IMzozSjBbu16;=i%%JigJI8-xGjXl5sLxLAY*B*F)=YCg)@_d
zq)&Ch>$%&ZU7~QNR7StsD^V?T*1+LlEf}a&c9gQ$bI&yv^dOSb-bNw&xD1O99x5j%
zXAR^)TO5f(x<`pl$}PQ^{&pSSn|N5BYdyk0USej?`kIxQG
zYe>!g0+8GV`fF%+_+MU{as=**hAOlhZ<5pRo#E^m58E3n`stWFmZhe-j?5
zKBk6qE-+D5Sw1BnI!keMRa9f1R^kEk_faWt_Qi%ZiJ6{@%W>$JzP>|BTHw&V`1Ctz}+gX1A<-{8OsnTuRe}f0{pH_`)`gzrC6dOg-)kJ=iil{L4&v
zsxk+QkS=9Z!-1#bZqEh}%Xd2Sl~&Q6Gw6*)Mj@@0h$Wnd5C2M=0<+gUDmXj9&Y>6`
z45T64sU)vLpmcia`ulFA9MQz1@S%YdftQ9dT{q{I*|&YUK9}nn3_6im;U<_{C5c%$
zlx3K7&3P3Zp0P;Fzb`IIRuoB+aAS{>Hf*RGf4+JTRvIP*rdQH$iDR9J-&3$lkpb|`
z@Gtj>>y6LM;8BHo-9qGa{sUxZfh6@IlnX@V=}UL)MM>4bvq{m`?a@wat%1-U3m
z;MS9vF@Ukr(aG2!5{(40+!*4Y~PRw|=!gDdMx
z_FzLEX7Q<)U8S>Dh2h~W)>E6E;Z>o=i%x&~{P|6fts3*9IWN|V%|6n9j~MVj@Zf)!
zd;ealu+$=Fy#b7H?%O9v8iMMr=+AmY7z=F}STPi5Iml(US>M>a!s}oD_M5I9MPoDQ
z3>y_Enq(s5md-BZBd)~^e<~+R48+Po4CusUiE1>q1W;Y&hOtqnd?(blV9f|^YEmJ+
zLI7bato7)h?J+EIk#R0DU!W#u2rB{%8+XD}6Xa1;<(L9nXn+H91XxHB=L_V3tP)x@
zBSK1m;Jo!XaDn(Mk2?NdJTWNQsIqknYJ~VA`x^$AI#go!4`iaZA3nyD@EO%0__0&r
zRVKY>{EpwxxnD<(au0xXUtAf4M*4lNI*lwk=kDFRxXOcY8=fR`q6*ixZDKf%V94Tz
zw|5QtC_vGtPQie7sMj?%HdawqHY6s7bKFHlQ9&UpBI0wg@N7o*NDVHEksux;KwPv8
zB~<=sS*;Fdg+Q;X0h+=vD#VFEP8cIzU7XJ_pKq2pdAwL#?DQ-tNd^Q_$jrGv103t=
zXaOmwrWw_`RS&h9XTq07Gqs_wc+s!36B>nj%CeHE)QYYlmHP{yi(ORofmr}?g_hP2
zC^y~88$P=Sw5rSKc%{z5VB`AVwI|ta^XJJk^xpkDKC@{_oKrX)oCZ&Jz(LB<^QnH>
zY^v$IIyaW32N(z4Dz>o43AP?IZQ4S`WF~E!RaJ@vWOeGdXTEoejfsur2PBy}kk}Xt
zzc5)4fOmz#Wj49(0JNP(H+tz8wcNV?YRJWTi{A9xt1~Z{^K#q3Ry`EVp`T6fx
z0D{@5;whkfF+U_6|Jn2VQRjA?_L<7Uq9aZW{>knag#Y
zv~s4Rr0GLSvDBRni8BV>>$uXbt0Wa4*SBb7shX{6jj=j?cBcPe
zczf`smUbOoL>$`ACEW9Gw)PVzs=G9FQ;+uc>Vb1d?Lxm_nfNsFE{V&lXCk9f9f#~$
zGF{ch@llS4SqK>;nELn9Ap;weRU$w(#PxhdAap9<;et;dTj8R_xx$QCQc;)%<1m(D3s
zoYf^SzEEW7UHP9^>S9-I)0thhzmz@cAKEDfq>N|6V#PF{K+Yo$we#mA>i5$BzBR_a
z=yxt&Z?)>k=|4&a|Go_S??+xH1hp$XnXU0SQz~172j8(>^bZre`4`~FJ^wV!D)86D
z-zIDFm*LCEt2g_vN^+e_kG8z`q~eM9jhn+A1GGNh-X-tj7R1T@MaP^KmJcm$WZbzl
zrma{*;EMo%>>#)Pfi5XE3d4cfKW8XwXvBGYFDbvRJtFn)^$ZiEQIJKDz5v@Uw7kNz
z@ZdbfLuWRi>zIHo2OO{okj!I0Dr$f9+{GoK;J;GLQlqVfGZ~fr(eD+WDMc*gm)BDW
zjgWeJ;`)MMtq{6wtz!b7!a4MSBf{pU-Wt8jPJKI!Lr*swywQ0Sd78cT6gTs&g%qV=
z`fDv^uSs1~3=2P@RF3cK>%?}CyqQqGAGUd>->f1-a)0fm2W4M|ccmPbQ?|>OM6bnB
zAs!0F{umvVs}GI42+F#OS@l?XpSre`mYh4?A!;v6+ojm^Sq_OfHjF~i*+t)HO>%YY
zvfgG2g%Zs8gI`P?f!Hdy#oJ~R*x%QKObDn|KP2lUrYI3Z2;%FZ?Q28ccuP9ozQ8R|
zz@~U#`IR~?z3(SR&z?>cxE;{IkUu)09&_HDwqh2J=QI^`R>_L+mItMZ`R
zM8eFEjPvTx9vK}i?;0LotI84`o1^utsc9nr0-C#u9O(6>a@=NMlt@U{$e~j97Yq8c
zG-n1`b2&!u$Jp9LyNCqU%i=>#J!irC?6bK`u>ARKl#G&X17uqNRf#KDtHtJ=&kxpC
zi`mN4my7&J8lzW-qPL#S-AbLf&{2l4CV!%K*-U>zB~NyOr79!cR-j5U8f|$aV+WH$
z{&b{&&Es$`XPJ!BX!0R0tQcnxb{uE`Af($ol&_U2egA1Sk~DYu7Ajx|kW>aA$(%Y4
zSOp%zKtc^^k7^Y@?p{o@TDoni!YairRL-Tm^3xYxG)J2ir(5Ooqb1`{FE@^O5p`VZ
z@!?y)5pH#85k6;YZ*DJh|Dm*F`UU%@__`yfTU7^N3H~+2*|(7pr@yfOLPz9V`3T>B
z_6N7Yb|@5{h4_5228TwWiHc2y?*=UFO&*y%Dvkc8nY=jJ_@jtDwRFW&i7Ycg#*XDIRXI`R;dE%WzyuEIG4?YVZJUacm5-ZT#KdrB}1^aeT_
zCoXWnT0J7&x%p8R60UkXLes1(h5fv#+jXO(5q6
z;=Os*XBKRY%gSo1;ffFB5Z(&R22iE?;HWP--r>m;QzN=JC#y+D$J2xOzEN!;-A*{q
zR^(^rJb}%(_YVjG%99f$P+$p$hC&X7fS*KmuyCdTisCLR5rS|^6c?4WRzG#0cBJ}N
zeW^uprXGt&P=3k9L3yM|qy3T5FVugl>tZ_26tyMhh_6C-lrNhm{}|`Y-{d_q5TcX?
zN(?7)@RY3V-QU~a(F4(ca}qtuvcxM$PAPybo{H>D%3e6yj5w~@jBtnrbT5^_$%eW*
zL!7^WMl2j=Ev*x@N=#Z@+!NW?yJvG))0L)R=FIB>9P*Ej3cVlOHGDt%ob&Z(+uxDT
z?$kRDUIXjXRG7f&+QYqWq#Chp+cv)QZ`aRcKw>5xus*^+9)djtDXD{M7#9)7IH&vKv(3tt%!W|mJ
zui6z=;ZaeqQbwV(lg}a|VnAIM
zu?|+|4l0~eIM-fg928Ucum#>#O`8|CHQfBrlbtOoUqR>mDOK_I^N^4d8t_7Quhk)mtY!w{DkeKQU
zR_Gg!mL4v>*}(o}4L-mc#1&ek8d_O~Ery-)u@#hXsCeat1;sNjBof`i3(t(_il`4a
zFL2c$k4Fi=w={QB6BTS|<+658lnMPf*WYI-Nzo^vRC@K?;(z@Ly`$tD$`OXic4b>~E%2
zW+E6DgeKzyP9KLY-VUHs<(T7uX$kMXbdK5354=k4+$!UQ#2
zU(*hek?>e`meABYWnIaFOXl7Lx2SbKXOZ69Q2B=|pxZk8lXdp}{{v6NOGSp&dsy=)
z?jGQ6jl11ws}N}-^l#cRoP7G??b};^m$p}hYVi2u8?CC{wu14uFH`jXpaZzbKS@MO(Tp2|gAE`YzL
z*yk0N&=`_7R4#tvZ8JCWX#)R(hBkZxP+XaiXu`5w-+<2?>#4nR{NQ8)rMU4;x2zKpv(GX
z%}y(6mm4-8*($H!>$4U)`DBg#bAh4V^#77paV5VMD*EwR}>s$F`(#
z!*5NF?jiaua_&=A7#z?DciwKHV?OtN>BS`Nrm19~Q#R
zj-@!~$iL{ze`rttY(x^Hq&~Nb2?*F&UstCB)$-ds9MD38%lqDoL3_#}M!1%)P`pZX
z?dCU~MrEtG_$U9$&a#lhi{rk3x2D>ORyqIZlZ78}wEEb}K>JM;4`4=9oalzjxeVTD
z3=Q1|onMk9L^QuJhTA5I^$S>ugv9`4!lA^6!#r_nl_*1xjsxTpa+;ljq9Xfs(VJHG
zP}xYYNg7%TA4Nn1|5WwSQ(T2j=2<;57sVW^@X5dhWcYnLPCb%5*;pVc1m9*pVZ9KOtkRcs0|kRiKeVH
z^lOo`1Bl3k&KcC~$yrs@8l*2&!&bijGTgJ${pV%;9_PP>lK(vdEFlUwFayWEUlaVo
z!()z*AgB{3lg6N5;uYS2lNxL9Y(4hti>GZ$+cG*#xee_LMyruQ_Zjtr?Y3*a921ri
zk~}l;y13%Y;*eiT|MaY#RDMsN=ToG?UZLJm4J
zh^K>`PyBn;(Y#>%JUN^<2L)FOJeLMy_WBWPr!g8+CveU>KN@g}
z9*Gky8_}>4N7ZI`YX$V&s%A
z)J^|aZD$^q^V+rl+mxvgQb?xICdpKZBt#iYMM#o}3>A?QMTQ2X+L2OGX)tAqLNbL&
z(QK$RX)vcmRPX2Vyzg;5$MO67_s?_e?P=@2zu)Ux>s;qL*SRozjfP@>=u>^kgHyI+
z$Br<~<;>`qE?p`hxeA7C)WD0;QPR$eMJZt(+-Gt805h6z##P;Ipd_=i7m1!F&JQn2
zT7GECC`~bENPIDd5h;qD%fA1@D^#trstOUV>HH6?f6_IUja@{WA>YbH4XWk+e{lv_~S6nC2E8JvwFL7WgO#`OA)QCltjo)
zH(s;m%wGe#m3Q8zUNqp}q65bqSa4G7G%d*W3@r&m4RIgnV6Xf9HW@iakh0hl({G%O
zm)fn5;|xpg1RG+mhT=h};tc1>+%!K~b29GY#UFkr#dP~bR83-lOiZ(4nrqvf)%wRz
z$+dbg5`e;1t;8xlWI$kJ705ycds?$*wDh=g5WY@)Y9xD~T|T)_wZE2&97l*)VirbR
z#MklXYEJ-di7Jik7|zZcX$RhK2pEa^-Ro^HLja-HAn5
z_D)2bAU>Gz`fF{Ri!aCSA6Fv~O^SI~QOi*^G&~vVr-FIxeVwtPLV-?G0A<=(;cIey
z#r6|IriA&qaPPVK;o>bP>O`3Kg`(IKW@bRIsz9_?=|BuKz%XaCA#6_n^WQK6pk4Lsz9)F-=Ge`clE33O0R{)Z(SXcWg8N+
z{!V@NT=r>1|MGMH6P5YnYJ6OrI!iY)&^Uxr?<7xR-0VApdKxrg=I2a!PDB_#YSc3)
zEyec?Wo*Vm?9E&3%a>YMY&%u^jJZz97V;CuxBYOd>Y>O-Zx@@Ht(nTO-dZwH)`!ao
zGctJOKeP5Q4e;X7p+i$XS-ueaUCpT-QyH7Qie_mo`l&H@uj-x3+g&8QA+OS5drvgx`+m4Rby7j{
z7V+s50)-(^2>qe)9C*8K3hH-n6LFt&OGA!ZZ1MgTtJ|DD;d!9$Yz~j@EOxXYBuja*
z@cClli};8{&ZBrghnhnL*A!nC9e;8&+O%<;lqcAurkN1wFUW(I*pUf
z#oPe#GSl=2U4+OGs{Ej2Q-I(F<>NX)NK1>ES-YZ-%oj^ZYiCux~*
zBeOZPz8PEIIa`s_t!0$;gunl)sl>GRpqR?kX8LpD3$UZa76XJ&Yb`CqdBbD3LWZn`
zn9Cpvp8VdnK}k+cO?%CnHNqThBJx19B}=ea%x>L0n^?*{aBn{c0Uz~r{jaKs-(!|o
z2yu*Xs^pOJtYd_i86QlvCMP0&ZCy5w4FWXaN*s^q14;{6qbMg>pmktEy;jA$
z#dh+=Q*werg~gu`U#)cewx7%uh1}IhIQENiMD8Xl6K-ej5<{S3g$t(ac!Os3^;>eQ
zRrqiVjLC%mo}F8M8fP}1EX3+?>YuMObbf!l$~j!Lbm<9!X)uMULGIxC@$zG*Pl*L*
z@s?65O@s%yCLHr|-`-e~-!iT4Zc8CZ#?=$)!S;5oQZvM}ry8<*Nufhz7~Amd)km-5hdu_Vo`Z>+D*_ndB}UIv
zssp}7;P4j7cbGq3zUrmpjoThmC70`JlJ
zt#i-HJL1+tH~9=Px|*L3Sg@cC7bj}!uZmt`<(IIu9zHMl6zx$k?@CaXDNI&t3**J6
z1T=S3!o$D2>jERIxnXxS*n#Tb4NCT=3o3QumcB`bz`Z(H)o
znoEi2!%61R$JD%u7t`Tp{81v%#&E=OXN24@X;xq3WaaEWhDFWezX)n;)q>{QC8;8P
zO<4U%nt9)c?hCLRJ;zb_JH=afJXKh611U^V6z86qE5E7mk{%ULx3a4pKOSt`RlY;c
zgv#%~l*9h)ZxJJ?XO3Gg;+qI&%2&aeMJ544*(yB#n&`G)B*d8_1QgqzU?BhaB{OLx
z#;t|vG)bv}0Ak3Fo7^$(zvj+Asb$Ou3s460&4Za|vNn_()2eU5pXRdshL3VDLPlN?
zqhVT((;4+IIMjE%_Vz(ouR{v^3o99SRQ~`3@o=Ub3-{QE*t)!=eK`)Z5SXnT!4jJgQ|L1pz>?EfBMG<
zC0g>FT%gwPf(_?IO@gCuy8A^MuwoO1NTx^~DjQsdlwifqPl^2EA0=N-*oMCp5&_&p
z<4}d)tb00YBHW*t*hX9aLq1rXEyzT){Cy9_`hB-*Dfze5B-SfGd`zPLqE7{ve)yFM
z-M&yD-gfz}9Hy%M1sfA#_tFG}J%?>eqmQ3ofv`yA%S=-2Mv@VJs6t#T2F%z(GzZol
zPs`jfyT5gXma@aT6uSd~6H)OIZOS9w+t^NxScpAH_Q2Mkvx^)a$n?{861JZsYAUMg
z$f@}_^etGf`Sn2m%`Y%tEg#b(L}Sxgm}-I83ABmssZgiFKe36@tM+Xw9I*IU5M;x`
z+{&-9R0|Yx)P2+W*I6s*(^I$w{rj(J)!5A`4U2{ARBLld>jmo6W*nna9U>I|sFXDC
z#;X3ZaII<0s>BX}(o!5tbR3KE1yWuw%*MeUqUDds-)sYO;NM+W;T$VupF)0%E1=&p
zWZGg+ngAriUMKbIJY>eC5ir$Q!@AZZskLX%F)99Tk|`)o}$5bp^NUDz84{3_<+g^4B8
z5zSw=yD#}Puy55!bzsazQE1_~CEk}v-mU#+W~aB!uW`ceL!3(zdmiC4_wwr5tz(sI
zgcg(2V
z*0z~qTwdT-aqDqMaV446zuu6r9vKhmN%Rar67lFK#Rv#>m{?*b?ws(`{5ww1Eab0e
zenN!9qhGmhT-#AeK<b`x-O0t&NF)7S!S%=V4uwA^q0nTqr-A6l9DvO*+2Pfc8^PiUbSX~-y
z{$gyv5Oa-qu>c9b0*Ldbh^>$~BJjHZLmgRKvYRYj3%aPcPuSINFv`p9^n|6<8GY0&
zRLJvmSDL;Tw44vt*c3u*0u%7+fi7uTHFvdh8dqQVvRfByD~4S~k&di1N)-RXzJs_e
zIEDt-Jcd-c&7$xU&sy9pktc5aj@RaB1xv!KBPJ%M4oH%_
zZh{5F3Ocb&+PohS0W@{QqKGvo;%C#I-fx{O!+sO(*&-
z4}J3VsWrhWPNhpKJ{AEtUO%BRw_x(*$-?DPIi2(SvY_BNos)8iDlKx{_K$`B;Br2v
zY481FfzrJx(H&zgQ*&EWLx})b=YM7TJT*$=DcEScMq>_nd08!9+$X(m
z*;4JWBMeyFUR?}ssBdhn;!eA8%bR}xHZksPH=*Cnq@+t6y^lq=G{sEx=E6&RZ~>Dy
z+yY>%|N7O6*&)NHThpQ(Qe7uv|7>w>oh)W^n|{>f9OPo%TAkXyLx;;eK-G~Wt&NRk
zCp%T&#rK~_?DGZl;;W3}l$9WHf19{LekH?7BYp1UyB?^_MwA8m#tJ=q-p8L~KXIrM
zKlA&biE)f=#!O5TSLuYri$!4!$RwTaGE
zg5bmPv&|BA;kPppJEI++-%esPld*B{*RNh(CNV2cwCjCivaT;$i&1%E%$__R}U<^a12|fN$GXlW3ESF_jB_7`}dJYUgLigr{a@TViK_s;4p*Z
z0SV(Def!AVEVbvU1EvLr&#$d^ADLK{2fgb9ivvB?ZP|rBt|>~hX3f%aZ})&r)`nBgB5c99EKy*K__d$AkXGS0%GZEK0
zj9ozn^XI1_`uoNl<7tSlOE+#%7!JpL^dQrCy|JnM+SqvT)~(6-!#NWFa2tOBb9Zf3
z;(#}=UU{!cyncNaLFqENkWxI-Oy+w
z;rrvEu1%sFwJ6Bf*LT(0wFj_-Gfl7@z(HweR6MzXxk?3fD+w96w6?YjCV)xF$%BUu
zZ3nQN<=~($nN(|G7N;|2vu^lE%hcZbdP|q~W#-S1TJ!FsM^aq#uIwTh{KJ=zLC01d
zK4#zk{cR)`D^`?#{CEg9NTF}vQuaOGXHMxdrtxF5-*6^6pK>$3hILsVF3GG#i+Vza
zj;W}uJk2Id9O*qTTo_H{*r&v5yXs5+7RD
zUs3T8mGf$5HA|`D=a(rbC>0Xag&2>$Z56L6g6O
z5#${AXpDrzRZ&yx)9BArQXe;Nx|P)+Mm>C(+^lxeE`0Us-m6!AIa&PhUG`-kBv78h
zpyww@MEc^FX}?@52&~|KskcQ%rTj+@7yMf^gBtdAc)DQ`(gsr2L%Gt}KA|oZ!qKBXTG)PNJfh*2a==uF
zKYxrCE!s=FBH1fVI_>`sHbC!@SBr#PRoGuO_SL
z>oYKbTsNWL%QF`9vv}-RJqOZS(htR86FWG(eg_i~cuMT2IBTISxko0kx?upZ<*K&MuFCU+t
z@uL@2em>sPQNp+WiKOT<3s=NNzChx%)F;~@7;JH2V+#-o9Oo{%VI07i@#mB?`i<4s)h(@y-K
z79iG|02DmgS&b%AX<6A`YMVdI7{9Pf{QCX--}|4DG4t!3T|KsJ+on(7%7Lln+f)m|
z>Z{s{mdOdJR!y^ct+$q6It{SjQMzBAmW!_Vj9z|z@{j9ipZ4g}=KxHXHCpV#JG&-}
z^}ZP=C-tHNlKU>AB9~PimMtS>Vpll4=^W{YC9Era_u+#t`F$6-_4LbiU%|CQH8lDFu^vFfDAj8G
zSsCy7>F7)>bfu4!QW3JgebCskvRvIuSFYTLu$8uyl2q!Q=l)rw?jA7BW&3d3%&aN%R7mwgz^JI!=%S%(JRk2(ztE?CEDzce&8G)S&eXzq>3
zq4%@fiiMn)iL98b>YU@Vv4IH*^?UmLt>duZO
z8wP{8+DRCtYol-MP$-rgqP7MG
zoj_iLviH!Q0pDric^oi7;UWuR;}7}zM)~=5m(xF;m^hIQLnZ;0Ge)~}Dz06-RzcP?
ztZP|u4_O@XvI!=M
zcSKFTBi4@FOX^c;>OFe=cq?_w$K3c{Bj$%ZWc&Hi+uL+@@L=O}YS!7?XK}o~bB@a<
zQ#3ngh<~IGkZ&BR{EKZM-V?0k<>fD$U*21Bp}d*M=!TZ9`u+RuB^#dNSHvM(Xlyrl
z>eTR2i_gEK$}}f+19khlx${v!zPT~xcf*IrTvDGk?k82Le|#bx_&=2GKRp23<=nr&
zmwINX;jEc6FM;u;{&B??Te?dZYuaCF$uu@n>g(#t@Z~lv)*jx9voPfWI?KS@iLIFt
zx>*EPbvV~QEjS8PS64q_=s2MAcht3O^+z^r(bH=)`-oyXjmWWs2EDtypujCa1W6}n
zXIti#e=_y0uA<^aoQb-6b^ND~A0IaV!7VHa`utkaIR7Z;2Z_4iP1fh<#8F
zY+SOqV$&InAZ@qWzk*6rpQc{Q3O*2g()oTdXU=>Bc~MjUgRS|x_3P8Y30_|~pE-{n
z9mvnm2l-Wi_R~33V*hQB)VT2N-LK9EEY_aB?#=z{^5uZPQrh1es7{Bcf
z{D^b=Z{c}AjOFA8_R0H{0^N9h-OIgfggC!4b?S$_bF+!q;!pSvy-Lt8jO1hqnQqN(
z`{LW_;OQ;!dTy{d)fE*p^^JcLZhT8#r@HHMhzoH$W5KW&wadw|tEJMH|DLZiLJX{1
z7ZXt^v?@jPpfBo`#pv8mShE*!3YnRi6UL2;q<9i8uw1Z4?+smPUBvL_;#Qvt{|!;t
zS3%(kGhhL#3A^kzYSt-P&hSFjD@i-50Q~=Hj#9Xb?qJeS8Mx&0GqfRW0t
zu#=$7o|@MNa3a0=Ec@H$>Kg|iJvwNriTyGh;tQdUza5*OGRWye{$X^@tQLq4eh*@^
zF*52gdi3b^HZ~8jfxl>(^4jXv=WXL-@0bNDO-->}S=qm)W9Pzuj~yGQsd*eh&b3RI
zdZetu8TLZttf*4K_+0s;r*GW5g|f>!Iro=n8}o8{c4%Q6oId-P@$fi=o;9+-Gcd3h
zJ9mQv17`$G+3|G{Ct2iE%j7NldGZ+<8Onwl>$CUa46=IOJZUTh^}yk@njIPLEOSn;
z)2z86f8s*5;m%I+KJMq{pSMhDTDiU#td(^!-Uv$kb>e_6U%p&>^5pNrbEi&ws_#gt
z1mpoHPM*x5+WbZjs|2O6@sMIekpTF*;kpd^r-m+Olh2Tnsl9%MTlg
zs5U)5s;a6^&|1kTfu@tA8Gm&X{!z~Uhm(hA_=8XQVW9B_t?1H+rE1B>Tlx&
zgG?@noc*t5f-T6ELr@5}?5G(3TP(FZ6R8sEb?bEtZG27gkRv_xvKtUt_sKvn^YVgt
zyH4A-RpPSyrPJ=BXXUPnbF!m`v@_2hYPM_{EXmv-bmFp8&yA>HmlaTL=9H5)PTJT!
zJ$*Oa3OzusU80ozqr8s!Q2Qq+ydy`Yyneoux`fYEcEP71QTmbQ0tVgV#nJaX>$y$)x>`v#zVMo*8bgNcrO7klXP7`HuU?(tR!ix`fgkkQS^+H(LWNf*^NU_iA?suA
zAf8j4v_;vSMAMwj;L|A}k!+%D-k)=G2QhVVUMX
zf2u!ydQK_q^NYTt7x6oKL2MKkie2J0<>e1xiX-IJEY!`H)O`NjIK)TwOFAdw0bDKb
z%#*D19-^a=ksI&@rR2hSCQJL-fw5S%y=F1Hh~16_1WbqIb}TV*oJ6S(x`%IA7(R6u
zi;{|M*02AEd`1kF&XmC@d*h2!dpbn|zI?eQ+(~U@%vl9N3_0p`gG38$qaDZr620*>Ussf*}CF}
z&zmO8vo{YzTxrpK^7Ob?zm6Vf^FR&)H)y7Zagp=&>(_S>68on=IpT
zM#Bt)0^6w8_;1~|Z4Cm7w9qu4k>PR6udTZWrFw)i?KCxx?eh@*y2bWqsnD)aQc@UI
zLD3}Bit}GG6~oaZfHwCFyA
zOOCATa-(k;_j27&R5@eEjPX-ufsZR42Li9byr|EytdLS?33c@0xMz|1Nya7F5mQ_O
z*nLS=k)S8@7^?y!iWi}H^XCSU#yxwy)CaZQ@pHh-MVoLVcn(L
zy!Yw;SPq?Guur7dwCJ<&WTw6K+b=Pwqnmpgd+)gTna2w35Nm3X!(?h}ZES5zt~zhl
zztO1Z+Owv?^~dL;(6wvVN{w;Mwc3hsrSN#gg{|AtYDR^|PHCL_D%bL&T#i=W>Pw&w
zK;Rv%A3RxokSAr~I8G&MmL83g+6f@f$Ve5DK+vN)i#ij`)N{|shP31T;xOtfg)#Zu
z$+YP6dM&A8HO2wrAnqj9DJUsrQqCT|{e5(d>*~vhV)D9^@MhOI^ekcQTGLA*EhMkYKw}TOM0AyJCxc6bUk3e0R19`JizWu
zdvc~CD6oz)Uldpd23~q|(u(3f2@ff0Y3T~ON-|RumfujDyscI_y9u4gJeXr(f?39l
z`QC@2)$A*v>M~L5zIgpQguLjqefxWqVHpHWA+dXlJ~8O}(ln(J3r!M625s!sy?FRY
zHHOoM=T@fbOpL$MKzb<$!B66$q*(M1zTD2`i{Sqi)>LplY6>AnVs#NU$
zRkw!j^Km{Sa*!DFH}>~4y|6Jf
zPVahbshgv&fJV*D&F9=omN>qNYdsdOCIJ58b8_)}DSGy2aQUf7
zm6L20x>tqjN23RGSEPElHb2^~;9ZhUinG+`V*B28u|3AAsI9)s*U
z$3L4yC&%+z_|DO({j_lHQ|64OwY%KpLZxEPG6(v?$822oSU@;yYiT(^QHp*g9Xg7W
zOfksTEGsbm&Lr=A6=uxWZj_e1+U*yzvDcOPQ|y9t<_Tb4|Lxo9sHma5mqI27
z03_Gvr1<9k>d>)c&hzK<>wSz%j$-h)x8LDe(l0Kfc7|Y5*VYc<_4O$TqZ{&)M|;Q=
zBbNKD)VjimAjXm>Y
zy=h(pI;yeN`e8gSftO$y%Sug)!of&U;G3$96DF0FMjhuBA}#+pFD!z#9l2HX!H)$6
zz0Ao8q+MCgd70@K3z0%B_0(I*))E7X{zV~q*ICdsyzN@p{4`4`NZQme`@skS51sK(hsMk)EDXjE=AFof^h?lQp0ieQY}gAF
z($mz`lxpApsM}ZT^L3HN6Kl6O!R8Q#__}lJN~0ImHn@^8{-xK?RgGMH?hL3Xbi(=}
zcK`ZUYF2@x3E9%J3yyWv01F9d;(u1`_qfiWaPIy^_EX7p26QxbGZ@miVt0d{6?a-H
z?P#7${7_f1`tbZ?dIxafJK;Etqh9_^P1hIeubHt<_o7Yc(M@HR>+Kr1?94jwl;Y0k
z-ULE;8fHD}%F6pV?RWHQ^Ps^5-v&kzGzH$0WrW2qp#hG+wVfyi;EIMcn>M@AQK!6+
zojB(X{q|+Z2ckFoSEih$c>e`Ue^j-5h!FA+x>JTGEw`}9pz63vPamdCNE?$`y2PUh
z=K{_tI5Q%#kFl9){@m)#t(niBm6IQW{r&IZq%wZcAP+&g968eGw?RU|R@!VNJF)Bf
z-ffMIh4jYHnjSQ0F5*wTp>hzcmD$_v^geO~{kL*XPL2yo7al~BvBApG)fSGqsiJ^_
zb%;D*nfANaw*M47@H;k(7G>)+rrb_Qz7_i`$zRC=;n
zFDjV;?*yivPrWMTbyI%ZvR6NpYhJ#b7N9g1VDHAN9|cSb#KshB$~L;wGwHH&W;;pf
zwX`)%N=mx>;DP8fsf-@If7Vvpz%?#|`uIdn1K%fKzWix}7VNOVvHQG;sRPKIqPIjr
zyB{jWih|>7UEN;J8~v}NK|%XDzU?G*NUT<^+9NvYRDo$ojI3;JJMuT+xQw>(g%vV*
z3;yUJ6Bq3yG{&L7My}Z0@SOtVeny5g=X(6lDeCGy_>2$GMBvoBNyTR`y%}pXS9HVo
zhlcjYrt|a7O%1L({P(@}WjB2@To-s{{u2$oo=_l<;AXt&InKEuZzzeoCZpnG?QrqV
z?q=85*Hbe)H>Dql`l5Iw8&MKajbur6ZIBoh17IgEdYd)uTknV+Oo8Lxf>a1$A
zrcuXv`Re&KH#mgHQcCo2cV?_v@YT;BU96T1kTem)+A5;{s~am)I3Oo$lqTU
zCSrTRud@Z;e5%HaYarXSmg4orBDlu&!e82=n
z8z0#irS=8tom{}R-SE{p@#n>md}q!WFOx?c0A+1Wi-d0EF1AD!2*&M`m+C^t6^!t$
z3k-6}ul^@{?d0K^E?!&Wf>(9A!!h!QJFuQ`d8hI5-_T>{O=7$4a&wceeX|K(j3*};q_oC7
z*%3&8ssS~qN*07_9A>$;7_E?5)bES4<&GD|8p8~4rs94zCs+6FZI|%{7nVC`eb<8r
zGw0iMJbQYSVRqCovS(_{l~9X@M;A_=@}PuKBtjBEXO8aYvbyoBcyc7ZLtbZC8*T%Z
z%*oD9Vht8N;8=hLO&7VL*717|3x0|UMLd62gZ|CZG>#*|ZYrBC#>y}<@GmrMmC!$N
zuU>L{2R*lDSWi66sDI*fJ{PBif@JSLB1uwU{cikXf9WHAUmZ{yC;99(nOuz|4*Hx8
z=Zoxb#vT@MDh{R5LVe?z(=L@I--wIzVs!B>3$gCaNWLi}Ryi$OzWgfc{F8L8Lnm$+
z{^M{+Su!OljhV|-1X2xm*+KLQ8!*wnJ5>o-o4a!-i&>YU>kA^85>Ifnb1P@TQwotf5%RJrb6lRXT{P^gB6#*peWQu~EccdT8o
z9sNl`jZvW(20(;b!-g0Zr-sFSVBxDA^jQ$>AR$U9!(gV;5x={-xOkWSshz;ka4EFe
zB$i)%E&)jlovG%M6(f=K{$e;&&vZ^eeKi$Krj=>kt>hiwh6p%BAcRw^l^q?XZ0LRv
zmb-Oi!{L@sn%nRXwW1L}bAUIxTKDyxBP>NlLH*0cdB#M~crC49`nsaH7os^)>x1(V
zjOie$qZ3(3=hAWOZsb)^K8HCx6NBvy4Lb{{%0fKj*cgrpn}|=5ndZ-*Fa8Pv>WYfO
zAl7>4oZU7rS9`qOEksID5Q#@*4F!n??BIfyA#eW)-yvE-@KbShUrQ@e2HJ%u9yEJ3
z{As#|UO2@+R|mn|^`9R}F&_&O1`3{i?b=zeMUbh6x$TFhGcTG`TpUjIV9S`1iq&L_
zBGE8&6_Xe-Y{IUtTzpwR2i=w+=;5yR+x*fPqpDg#b2Q&`cV`K*4!#mm}>ZL==pI^xH$6mN_VJTWKHOt#cbG{Ecr&JNBTobXC
zF!q`xw{!okhMvvUQGVP>L1T?x;PPiqcDW&?+T%HCkujXD__`;1vpq#ef9Q}Q{1`nk
zp#F2(GN0ev@Do8GQsumHl$5-x`CY_c=vo3J-0C{R3@0Is38)-;X?@}{LAZ+!Fig@b
z?`c*|xCujy6g(Dij3{^c6RcBfJ($+Q;v9
z+PJLRMiotu?Uq^zV$*fejw$+HrOc(khOPe6z6S8b6fD5vPsqdx7UclDNk
zje9`-4kV}6q$4O>!{X*M0xu4XD@ar}Y*kwNaE0r6Q&l?#)|=g3)`wf7x>TT5Bg_<#
z7p`I^6~yD<d*s|^?C>X*t|Lv&hiPf|($YGR3xrto{Q2`j<->i)
z&zf+R>p_cducv1l2~pK^@wqezA?Ysrm?bC!D$z3bq_21~EUdJ$a=!qLy1E0o#{!_o
z$N#etwbRj~9g772Got?`M~ie8lSvPEU%!0$9
zq~z%--M)R>%Em@uzjA(gMo#Rxw`cuw_e6&3ASl_b9jSUg+O+_wF>Luce?kp!16wC!Wv@
zpv*V+kq8YX$U>blE`?R`k>WL~s!A`pXmJnq1D{SpPg8s=dgS7{qFxnm0hU4t9)D$o
zYIcWMg@32#HR#bEYAJRkKL)KzAqVKT*O=n|61+?v+3R
zGfZu$GAPMblg0#6r=m6}V**dg;hc;(<_bEl6GXiL=HJgm#`o`d>A~Y|yKyJJ^uN8R
zojDOOjd4;B#5gl&&5Go&8$Nt^R{icfE8ta8K6yeXMiK9SGVuTI{rdxCuhozMLUaos
zx{pXq@DQqMID6~3^
zpH>A~De)k=o#LEPD(|&Sc#LX#9|rKu@l97veccD&FJJiG2bq}*6n{H!7$Mg#ueOza
z!w4`1`j8ma82AS$>$IQ@y~OCB`_8f05PR83<_3ft^Mc|QU+4$)JHX#Rn3|R14WBN=
zYtw13Q$wA~vrBWR;u9s2XM~cNuZcelTMmHE+-5Fe6W8;|Nw);2cn
z0|bMHD@63N-odt+cyQRZpX7BDC6{KFN^N=LM^`;he0a
zKZQ1HFVCF~K*c@wmVi+FW
ze@AF0D;owV8+M;2bxFCV@B4C0C$+Y|Kh$Y4cWJPSN+)pY49*7I&h;-va`@>PcO(=U;_WQ0wY2W8#kcJmSrgJ8?SkdJYy
zepg;TwD`ypx6q4=2CC;)p8IGY)VXWd2cWEXU%qrl(nh{{axnk*jy|s+lCw*zsz$td
zxGSzrH1X*!G>F6jMsnZ5gY8rnjvqg9;(kz8^-?(=JwQ;1UWtSH=H?2hdK|yL(-U%P
zTBNgh;2w3?*V@~6r&i_-)_;7}3$2EiukQmslhuX|T_tf#uMTIh*&%C9icTj-29%VC
z4J!pUX>F{#oMJ9&fYv_-D{qaLea+`WrD0L+gs)zp;yz{n%;C;`?
zZOdJua2`HvUzHUx8&u9s6^WWV4ruN})3q$P;rsU)WcdZ*Q^fZm2YH8wQB~`2*)q;a
zdjMpTQ1~8yYiUx4M%iPYi3{d&9X*>Il
z6{or>5Q^_Y5{cu<978Ge(_I8_Hp~4v3ek@bQHW%Z&mch4b&Wh=%rFEZHYN>)`qswA
z=59`oiJR_}DT>UI%GL~~DA*gR@)Hops8%;EEv!5lq*LoEO3rh(<{I`SD
z)Vcw%tW%jO7UL$QDTxQ>h!VPjGc7C>g*F`#mk{|9v8!`p{W=XIM)`z0plt2HY}j7%
zo@~-h9j*9+4>F6UkBT|4iy=WeG3uDOA7w!haKn7*Qtz7^2*3oDCz+YMZQgt_v_WXM
z_c7VllNppq6&N9+fr^UCG$M|W0Mi>Ib
z?$$BzviO|7wRL1Cs}sS&BK0Bs!MIx@a0b12i-SU4_RUcBKh&(+QV1|B!OxvkTm+8o!)bX2QD&~H1u@cJs{HT&P+~)x0qQL*W
zM-U0Y{z-l!n$grHGN?sIEMC46js);m|1t|73$$!aI=szDhgJ5Qvio+{ief^zQb
zX$p0b@X)rawl!m<44t+=Q02q>uHj0t+h_tXx6Q0s*^_#YQ+Ml
z1%zTXQya;&b9s?mU|36Co=aEW^U>bV%r4ItJZj*=srO*jr3hB_pNsn6y&)5?fXmZB>+!u|yH&?Z<6a-GY-r4X>o*fBq@6g$pO$(bQy6xS;i;w9w
zN)yz?>=Y{Rdsx;e$Kq>bYtm{4%YULoUFNRBGIEVMCpCEz{
z(Pm<4IF0_Vv4w>+xQ@3z
zn9zhuQ?j{Xx8s&A_gR25GVHizf@bxk(=lNN3;Vnpt{gNgN{@~N=MWEnUpSmUkd(p9
z_`wMIis>N$Of{;Db@C$v#8eiN43FiT^fqbQW&OkH!cA@nqYVrtyS$SedzzhH=e}}P
zX9-|QDr~_)My1*%<*mkXsGE>RIlm_=`+zM=K^fCXr>L>y6#DmHja=#{75`Cx|H1Dy
z858yIcUI~gOydhN_I~`db?p$NsSkG{?m{_o05Y#={I(tRySuL%W$^bbX)Q8$tX47%
z2sZ@5KY*?ml^ZfB?;&@BSnl3#kjc&P?N{a-NG>_mEIOn(sV7~+Y@8Hdk*(E0C=3+fgIj;q`{)ECMqNLQ=sDS^iA9afuc0>28
z00oA&VIkw8<#o9E|C(RzhTDly4$Fc=QNAB2$3r
zKZ#aX=6wn<(CjDh{t3)=n-K{(t|k_@nIA^MPLf^&`=bL&Wp>uRrpe*!S*#|9gPahX3c+2!#J%|B37Qbjh**
p`uBi(bM#LC{kQ)A`XDU>HE;EP-eF_e-&Hq;`U_@WoNl%Ee*g>#QON)R

diff --git a/images/rosen_der_zoom_5x_best.png b/images/rosen_der_zoom_5x_best.png
index 9519dbd88b8496842a51b052121dba981931b415..b1acc59a25c973559c759a540535e761b027e3dc 100644
GIT binary patch
literal 49597
zcmeFZ2UL|=w653W6w6QABbE$%rCK
zR3w8WMRJg+#5cE9)qU@Hn3k2BD2p`}nL
z4Du&r&QU1KQz(>WYBVeHj?EADE%;-(?J@cDGEJ==)&BfV$`t4;WclaT9pmdK&%(h_ZHKpc)6(+~nx$o{T
z+hIPpd#C?fLye5oa~E50480ALJ6!qXhOCRe<|-!73@*4x
zcC4}xpLQwYm)a=1PUfGN>B*>pWw-x%?Jc4B{`3EJTc~+C|9+h_qfhzg{S%1-#s9p|
znfd64$O@
zSJCn*mz9;3;`9%k%QUKZB<$j5@5JWSNT)VDJlxgUc}9=j{;*PPXQ%EF*J*nE?yUVD
z9H;(e>|YVq9@v^~W$^9&z0Kk-2NMz#RkZwCHXm`?9~K_IsYT4LZ%pn!k5Bhj)}pi*
zRLb_(U;0evUFljjIXM|8G!j~yq9=WqMR4W1b?azoX^&lB$#7n4{knB$gZ>0#lw(6f
zqQ+TG&AX`vWpTM1GY>e8>E7Kce7fG~)!l<9TsK?|dH7KI-u;Uk=I7^A><2HHf6Wa_
zUw7wrU*bDenme~|$GsXFJRZ!ibuBr0-#~r*Dh39IZDJ1elr!q;K2@Q@&!umz*}s3k
zS7D(09Bqst_m$GLAZY`y6+H6V5T_^RpY
z>0jR;DqZQVX7w(toqCp*mbR9S&F>MP#xW%&MtrK4W&T8yfmPIw+%?W}UrBOdk}@fudE6Yx}KE8Z*FeB-}c9;
z?>#+xhCL^KD4q%z-E?n@&^3%#WmQ$zw{O=cC+)loot>T4(hOItXPU0y;^Nx8WlNO&
z!=0NC+i;%_7hOS7%ecI5i;(GZN>i3aXq$LPmW4)+y+UN^U}JKH$I25$<%K@4%o!47
zeVGuNolU6*x9{A!8XwPtVfDog>o+7^OuN+g!Jn(Iy+Dkffk97S{~E%i`}6bT$?jT|
z;xAt|Fl;$ki~y<-KaR|1|DHvS#I0RV`6j!8y48xIhe~nOpF_=pn^{<>DDVAPeIGyG
z+|<(2eVtLli-V@A$W!v=sVCR!>dp@}rAi;F?s|L6=uPcYsq4B%M&8HovvnmGEtb4g
z3{APxb?jnCSlBivS6AF9^>Ax;*}FR%&LYU(-eNSE?E5U@I1*NCZ&~~0OR7!J$=7*#
z2IJp9zIGViGCkaSi%r~xgNy6Adb%7f9UZQo@kLC`+va8#gEBu^2ZuwCcrRWKUIYQ;4*jI*<|x9{ISe&x#k_3PJTWQBt=lMQ`nL
zDqQoe@Niagu_j-3zAG)=E+n)GkwaUyG?ZTRATaQT)b*9mlp-Z=`})3}|2=W`%o)mt
z4I3&WCE2BK(qD~<+2t|YzstPs^|~E9cA&hx8dJ|7n(Y7LG}*U~mX;QSw*rx^cJbn#
z$xs1L~rf*=-lT;snDpG=V&z?PFQ&Zkp
zR%_TL?%EGFY~QhCMQm*Br-p_{Q{wgm8(n5b?hOr@PY$;-;|9vG2CX}bsqFe|S9G|~
zu(rF7ic|I(D^KBLEV?U>j>kI+-JiwA-q|W_$+2h8>aV%>*L{8I^7Hc_gogTJ8Yin$rSyL4wykN1rm%M-Nn
zm}W*h$`B!)y}h@ns8@DAzb{ep^IO?ER@QsB7}+@`B(yEV;xvQPL>))&juy_XQBBqk
z@^&I=nZX}J6~`?osJwBx6#kj7@mzeK;@(>w9>qbUKQ}#G8lx0h-V!O{zBe~F*XJ6?
zZ867@z)VI~(evcn6E%{X-n;x7d)7Adt?WMY3aPcKiRwEVwa=X4K#Zvdp5WG(le?K9
zE+BCB!XVc4_vz*|Bj4RL*F=oU1LL&3mPT;|@-ti}e`CaxCwoFdLdaPb7Z-&tEUD_a
zt3=O6MMcR-t$o*15v&^LX>Fa_gkU|pcDeQ2n+$2wI-UzExRQ+Y^bMo!1w3Y+i}N`m
zS2~Z9FW_8h)A{*FK4UG_)zxi8UFz{m)i0&RhpCRE?KZ=;gWa8-9PPRG3JnntA996Y
z5?owdqH=O_oVrR@G-s8R97{zih|0>!a>C(Hh8q|fz8G?Ov`~w~NzV3hr9ORnR4)=&
z?{nzTp{S&!B&Q#hEU7PE$T)=KviI7zrS)Fc)7!3HT2^5n}u2Ta$
zXs>b1I7Y=aMkioRVh98d97v0cQIwH+VdLig04pYB%fZWD4<4-bcIf93)zj0n@jX1)
z->+Bdvx(wmRrp&@Ptqt|?UbUTk*CM6vF#2+O;^{jigu>gNIV>jNld(lqu!3X9WLg$
z_wJWy1!ixd`^%OsBguTjuG8o3LVA4e-bJZec_B%2Pot%k)&1h)quz_j%AR=+!((q&
zv7e7Ej8{!wb~KvVD)NZ)0gvB3%*$7<>_(ml%2XKbB}+b8Tl``kIYhEH!yOq;N6By9
z-4DXU8FX}XoSd9Kuo@scr=+L9t&vV@SJh;~#fj
zZpnx>*9aH2?;ITTMM2YiedXD?-lkV)xo+IL^{qBq;X_SL84~Kcty}3_U0pGpE2yZb
zXy+b>gmCWMxw5ph6ltLpm-Mq@UlGY|i2md{>xz&=7F$rJ3_Iwqd8x!-KneL!&_4a`
zzGOFWz^}8_oXpWTK#J7`u^X6BRY(7!9
zk?%f+$8gXfEm2eEfA>bFO%G@@cP=gR8yXuo^f?2))UPZ&c0xwxyrM;Gmdfmw)>!2j
z3^*0)zqbX+Ei#-^Wc^j)3Q0Z^br_-{W98yf^7gItcBjME-8alF_827>ZDMAorc_5t
zCZ|-@*Q-2JR94=AY;@eg!NI#X_LR0ZTasqZG7Sw45fPEy=2!`N$65#LMt}Uc(6eQ<
zqlodS#B$!6-bhcsSFd){Z#j5k+UIc{u7!i!`U6($kR4bYo5+a$WtdGaiE+urEK?N9^9@Xhp&7})DUi-5fv5P
zEa4_1YCmuTnS@M(?T<<+fRgXi6JujXFJIpMqbBk`f>7k}VZDhTRY9UZDgwo~u357N
zpz3|5S>xERp9X*flzxmi%P7S=fEH#A<C|u3PLWE>oreiJLUC%&Eq@nOl&`o?ohoplDa>F4JBv
z)l(I+emNCNo66;VVsqbnTuz=mxmQG?$Hvx{ih^lS&DCnobPk`b$ZOc-pCmmQ*L+Ao
zKtL@;mkL+7Zo`J>DOxT`MwjG*j7&`aRF+-4R$-Kb26P
zM)`T`MMZ5W81SN~vpVeXhUn<%lSLSnz(UdUUtVOk6}YPQI~YY~%!p2@_A*=A+S*cf
z&nUNfF-I=;jgB%RH@Yn?%zUb^=gS@ePvBwwhNxP*T&h87R>`RG>5xeIGCGw2?d17+
zH*X8T(9J@o$g*B{?yNp0Ep6Rj8*R!O6Lm?h+5QNizjsZ=wH0)R2Aj8TH2@TS?Xe)r
zuTyvz8Id4UX(y-G=2WxUTJ}l4fs>=xyuD=;8%|+OZuk=)_4}EbnF9j@36!L5#h?S9
z(c-P>xq*R!l8OpC&!<#xUcE{ca?s>jsIXOe
zL&#o*=9sm}x~Ufit=e7-c#Z2M=h^kIU&+Wu4{$&K>)ZXFYI+-M>#MtcPS*5~7A?I8
z*#MQ|pxY5WgNQl%Y-ysm#y=onnbg{H_m$^+W;#4qQKBPH3jj#9eoq)gZwl|4~s;90D_U?b^k&
z;H@Tl{rGH)a)Ha#e&fo`z@rA3iL}P6<+(OJw4fBGLz;WLM@R41)}8~YIX)s(P+57(
zyeUQMS<#20%dtY+#Ow%+V>f~S}qf*3?H(0Nqqhx(;%KY1Fq7{P63uZ5#J9n){
zVvas)clp;EfY%BpiQt>Z&H-mhgYddc4_)jp?J+y&;*xtz!^C6{xR+mt#~cF_6H{Mn
zc5>Ua``k3iFC;@CT0Y0C?pwZMMHjBbU#rySZk$3OkM}a_({rq{Ag9gxtf|1&9
z^Zmr#EkY+7B=_%Miwt`0)~!`TLqlg`PP2v`abADt&K*o?8CZ;w``fo~t$&Xj@oK(a
zi@W4Ia^%RFA`kbrTzk6Sn#kiWE}{;@Eh}7I=Y%~X(v7Q1u2Qc`vFea`{rdG&AgB)?
zKfb|qk_4T@vM=sc$D21)pk&9?)wjr;4RmF&?ke$q?J~7jQ&aOnK)|)Yz>VGumnt7q
zfv?z&w6RD@NvY-7>;P5s2FsBKRV2_h$F}zq%4B7PxJH%^A}kdY`|f6eWnc3g%WkjZ
z(ls!+{&1I4H_FXTz*pMhMZq@^9RwB+|=m-Mskt$t?tHTSlk-_63p
z!URuD?oP#!S^VjlG>?`v-s~J2qDPfPso>ncoyv3Z
z_b!rVH*Vw}i~({7#D9)d-Pchh+4lA8XYj|q{{Akk2@&h=t-*o&1_lTt2haBo
z4c!_dWOftOv3qf04%|grUjB}`A}{4rW8?9d)8QDFWs;JTBBG**C2AC&%eZ6jshOeX
z4gLN72)KQ@4#Tt-78W96Vg|)tR6&I+lb^>m%AVXP3yS~D`rG@=@rkQgUGMJz&!6A%
z~pz0etv#Y7@f-~pIMe)
z)x#t`3x8qtcrQYn(MM|Q8yVr>!oqT=rKKe*JUqN9{gRS3Do8ijj*&ayr7Vy+vUs$8
zOKYnyYHj^%+I>en=GDRu+rGSPWVBGN@r(E@W6)SwFY5sD}v{+85EWH-15erQ6XgUQLqJ4CZE|dE?bd^rIZVyWe8D92i#!(IVTgI|&LK(r
zQm{e{
z)_LM>pn02sSyygpFMja|sGo_#-yuSRlt$R+P7FdcSMvWej6
zwOjM@UgXV{3|s12tj)HL_U83~a)1szT#z_9%0{mE#Zp&ozOyaTF}`x|-aWG^r%B_V
z9)+$>N*#RpkydgL562^Vr8-Wsi{@r-SiV{O;I*4cD?>6ZFYuI6dtJM35`Im_vO>d|&R*H*{{V|yHsV`+hO|Ggy6sR@BU+Dzb{>an?$I1|2n^;fye5qe5_iuY
z^C;9fCH6QDUyz3mOsUU!)Xt}(wXB|_T`6in?~nfc=SoZ!mFri0DryD%_Qx6>IB@&+
zcR<+U&!5lM8~yh%JpW_7r{ao@4diSYnUh+%c6YY_2|fQ1T`$?aT;a}{24!oYrD~Se
zuU%JgWpUp5*YDrf4!cQg`ftJc_BQ@CC9iVn|3n%Vm9pl$@PB$9{{y`cN$&@B>L_bI
zzP>72aybwPbRk3x9BAJoFE2kfJuP?Q1kJHy$Ife=j^;3G+^`B
zY1`TP6#OmA5Jj43`&?fm(T;Ph)z41i
zp4nxkOC0}kDGzN48~&cUCVBy>wR^*?(H2nUDmyD=@
zefo6f#dFa?s_7tUm6esIIa~f-0o`x=wkp(8(g{`@*%0>|#%G?0N#-nT`Dh7M7J0t9Jjzo4KrfN!c@|G6BG^>>y-
zc{y43c)#8Wk0N+Gjqy44@%83klJt$~XMrNiS
z1YL~dH$e3ZeR-EZb3z3tjRKSof*XjE4^{~rM+*pdPJN={h`9K=wQDJqv6-3R_?#hU
zdG7VzX8Z+*P{*W?9;HCOp}4!dLki)5Oj+#fddRGS7Yp+k6nZ|5tam_^6^Xk*oN?9r
z4;{J*OQrM+feO;MA`ouvg~!2bk`LaAsLQ!EG;r~$=xmP`~2K`s7U}QfkGkT
zGy;tC;KB2j1qrDA5Oqo_E9p_BWB}c-Kmc?5S;|bLUcf+ldV0f!FJHcVMl#0iKgYch
z7C$~QVLj4z7(dltod0bjq>?eM+-!mC`cPF>il!1F;{=*#0SP3P2q=Y#Tm{bT{`hbg
zaITau6CYW2sLs^Z*4836-)Vr*Huy<~G8cpr|!xl_$7Adiao-~z;{f-EMEefdzQ;6n
zs4_aOcSn7Jt7B7ZYsIpJ^1=gqd^iDCZ|zcw&_y7F_y(G5n49y;`E9#H`WU#ab2Nnz
z=pRHxkp4}1%lo@5*P)9*k=MihZDMl;<6kR#mPz;CR^g;`LJHv+Uv~G&bqF3q3j{#P
zYwK@BnjZO@$0a1B!t~-Es~8i|)mxuUJSmXeny5KXxKpexD3Uy+zoaDbdpQ6YB8IJp
zD3rp*S+krmTBmi@8R#HcMq+8PK}>%O?QdfV59M-GN|#x0tFkY4E|)rr%pE;v
zW@cu9)qBO>URGC^1I^ay(T@8#XvLI*g2Hti2F-||o5!&{UwbY|kRB}hO@xh7#?V|S
zXkT6b6md;O$uB4fvYZ(oKW1vW_rQSzgg@nMO}Fg-#|vOluFV6$xRQc3*mxz{CoC-N
zOtz&~&Y?Rp*KoRTpsHYms!e5(pZPT_K+c~CUebkf9lB>G4e+`Xw;`l1_6L6X=b{cy
zGTGYM$$(P$KYDZ%ji0CJDbTvJNx0oc(=OUKN@4XiFT_~!yLZbEA3jXczOj4YSnj8M
z5VqRkS_hM1BbKdOc`{5)3x9o94JuB_E!Wtkpsbu;Vo?(*8SK7~p=G3_=su<=*fqhY
zffKkCFPG4tn~p_gqn)(5wzd{mcQyS|jsEZP9$NRickk+&n)={v8=@0|BT{!REsKP3
zav|3*O;6!s`LgJN2P?&axX$J-Kn${3XcwxTfLh|*Z?!l(Ax8?}})_pmLYl$vqxR3y#e*NV_)*
z3dGm29l4Dk?V0p+Hoky`Z9Uu~G!G5NW>_JZzZ6h@)3oqE`a*5*U{}{wv=BMbVndJT
zVQZG-sP>DOFUie9)=-EpOQ1#Np{T^?ysU!!hVX;oKc&+?zSaAem
z#EYFWXJt?uaw2Pm4L_{K%44FeMOK6a-wAzO1{y7e0<8ZABDjG4!1+^;_fsKnV_@9a
z&`@@s`0)nS6|C|)ZY1J}^EKrB?S~Ju;C^J?+>TI=Dk#ta(@Q~j7I2xoOw@QFcNr-u
zDk#?Xbv%BrfFPfiD={}D$j!}NjPwsii!A?!&1%~
zM6(C={q*UR*Zup9>R1XRQ_WcxThY&60q##yJ;vg-(@)Md+e9eR($eM~g#|5*iz?v!
z&thV3p;glb$s)~roSK??lSFgs%l!FmPux#_HkF_
zhpABTEZth|nyc@>B~nw(u|tiD6l?s;$0Q7Dd#
zKsxu(Bf60Fyq`VWPE^Gm3XeWaO-)a~Cz=kCbz3s&z*76_pwJIuw
zSK`XAF}-*1-ccy#78X48DKIWv>3+AGS1WhpaldVEKvEgeu_B%dIwoGP=g*&)2*tQ#K$DDw7=6uoEx&W`Mc;p_t#ui;hSBu0NR7z(;q&Zkdc$yn;~r3wi!h7yy&Bt
zm`gd0Z$EyFtrbiJm|nYneUx2jL4kWv(qRg?;41go$=KS|y`pl)#>P3V%Wl=odOOgV=v+it&mC)4)Yni^94eqrI`=m_pdUd8l3gJ~n#o?dFLsZpeAtm)(F
z+|AngELPpkPG8#Jhx{45#o^7m{w;g=?2+;~E0Ix|@ig(dM|v179j*V;{-XEBxB0a5
zHv>him0bt))YqK83y_o;Rk(NUGN^qaPf*wCFp;xdWy-7KXx4Am{%djy+{sbDGA=+b=!^7ydUpL-Bx%8`XU56-%~?14FEUQE!tE^(Mw;;&Yt{B2>Gn6CDROz1NEK>lBAG>(4D1%=#LADvg#A*#neI5IvTFyemDI6*C7hLA!q91
zVw}*nLd%A9;S)5n*HHEwyr*wo#1YaYYeIz?fjaxzas(mP5x)oshCXHu!m~`y)pr>t
zUx>yI|A#JgVp7@QEAV3O3V}5S#L;L0#yTE%kDdY#5%*a;QUeN`ky;7`UBFV%&V>C9xQ9!iYR@`sHH
zov$chrPua@OcHQ*Ob*l!2F*ZO$E$7w)XPl@ii#^Jpoh;-&H=`5=jEk`Ed*UR$usaJ
zpmBG68-~Q=SJx^+e;*55X?uT5&@R{l8GrL3^UWx!TxOACj{GgzRyxrkS?0~l0RF?o
zU718h$CKS95Y!aiOP6k8=24f9ar*0`cXG1K2XycH_3N6UyM4g=%dh|lf_j~kvuDV0
zcGASq(6G3=`gGD)lrtvXAjir9)WNp|yAuRlD!y4je>tHPm?Aw8?c{9+Xs3#JE*_DX
zACpGsLq6$ief=g-oxU$IjOY+y#EF~2ZK__C#0BcxKH&y{5efwkhu};A!R;vI01~o<
zbG_Qh5Ja*!1p1uR#hIcdJtXm_T>E&*G}`
zTF^J~K{t};uJj*fZM6zL<`??eRvjxT$eF4pMTr{O%P6n|?4wJj97SIReaxH4KEfSt
z6Xn)u&EV`;;a)4xY;A4jxxtdmNwW-^THs1nly;RZ3KuVLr@5B!5{p^B-vdo5+OB$B
ze9OU$PAl?X+1AIYAWqZf&ilhTLNo}(8d~5vZCOM&Lc$Xqre~(N!DUuJHC`iSZ7mS>{JGxc%eRrOK2D)F
zh=adBxBJUhe9jZ(bMg`R9J<{P5{J(}dj6b?BokDr{QM(1s%horAhj470I>LjyWw$k
z4Km##XiQ%?KdylExeR<-0KO{xtCQbwV)I1xOxmA6f1=SBr@3|+Wodrme(geF
zRk_QTK&@S?R;|LEd_w_qn*Wu0Ojo%9E0WkB3E4*ap=~WFC?I+oLis}r9BTAv29xeR
zdW-(U%&@Sb-3!Jb)gUY>$$qIi>?*QB+tACjfx6i1=x6g}U=H85wdJ?9pa+8jm;A{R
zv43`>Ka4@BXSl#PpvLWo4qfOMHU4)*dKtwDG^!z4=RPsTq4QUQvhsbJZ*CirB~joJ
z=d6Je6KFiD(#-$K1bxHB6yFo2XyBr?xuPxKIsN3EJac|lMh35A8`vi2u3a&06a`Va
zW}$oKrk|cl1(~YnIq(rkj}?llLDB|1ZbWQ^i|HPcnW`zs_%^$~PgEB#UhHd1<=T1b
zF$GP^%ciEBVq#lS(Dyk~jm9--ZrGda0knG5($dnKsv&+PdNK@+m+viQ_u20+&G$;e
z6Ul(r&Ic9cB+>@`MaZUqA_d+FLJN0lc^i?jjw3@sSh
zC1m8~iS>aep$ifl5y%io&=jnJ@iR~_pUd5Yv0(+)2!{_RzSk3RJ;Wp85BxgeKDOx?
z=cd7yOdiT^x7xP&6PJYKb)?*$WE4a-E7e+{W~k&YV702m$s?(uUV$JNV@L@xpl3O-
z9N=39Fo9>`<83U@dqZDXzSPzdbq8@`fE-{m$ht?l{n%hoEGq@2I4Nbgr?bx}IoBgO
zl)Jq@;4Hz?9cs;1
z>gUlk3S#g=Tbsits#b}1er~kL8bUGbQRhV_%HYvf3_17)zzzLD74Kn{g^eX?Xj|?F
zJ05B;*a~&>H7pGnlwGY!$VCVD`!_IBu(Fk#h`+FbVBBwyyU{Rigtir?Se|Vf
z&GxxyrCYYWrb0WOc9e>8(5!(TIE%H^8qwg!r?!WG|wDh$3z%u?RN$rDF5kP+}Vg*I|d
z0KOX1Uce$E?eEhOM`ANNo=M;Ogo@TY1A`pJ3l58J=(cIoP=Va0n=b)%1KGIs{9IUA
zAkO5&wm&{3@&%&5s$rLRfS6w9e_4A^qi=A;Ws>F^$A^Yv%d~k1JVx8aH*Vaxdx%Tx
zzQUHa6X6o>>U#bYnx3$Hj++)%5eTy3+tHv)ycFssxWLA*F^Bm
z)xA^wTw8lBGLoH5(&H}CP%ZK>}0=c!>lN34;AHC=XJ)w>TPaBe3=`DC#^?(6?CssNX#3j8|&)e
zmH)Lj-oXwu^x?F5j!MyoC5$3Oq;~=$QOeaaO*g$%iu40JJ7`k7Jb0hZ
zdvu;}>%G0H2T@g}@I7(nqnAM}B3K!u)v$IsoR@0=i~t>_0kt25h0zNO3xid3K@cWp
zIMS8{n0zGW@Sk`s&d1Jz4G}y$Hg+XU#ClmoLMRIA9Wz7>55UvMcdw5d4W`NWAI*xtLl|w5W0BOdn*pb^nS0MRsOf
zu6?l@@Z|c^!l>sJ2Z#5N)P4f{=_6`RMqbC_>H;!U%eEvA_Abb4@F8#=I>ZFKNb=+a
z{9t$uctag1C|TCyYag$!*q9099r3l`N>7|RC4=4?@u^!{lARuv0Q(>pHghN$&!B_R
zFftPCM>eGZWOTw?RR(}yNN1w3N2BHysxfJTfTZ0(Vl_Y_xpL)7F-&XwF=i*1N>CK<
zZ{oSY0o;XB2ouV6NI+YJE$?EzR~X-wuY!plD($buxlwDZ$G}IA^da(Z-mgnRp@U)U
z8Z0?PD+I&3+@60JQ0NA@&29$%q_bl+;Ni9jRHdtKr
zpzo5eH6&@#p`4RF6p&@*P@RKDV&da{(evmmT3Xn*TjYw7rh?5~r|z6KN!7
zS#|h9v%E+nXH`_bNYCZ60lhN+fQV)8Jnnsc19jyB%scts4d=K1a_MZ$v^hfA?R3Fw
z*U}Lw)y5>7=x01}qvays_YND$tITFb)fa_U8EaMQ8fyQ%
zm62a%!~VTnZ$LWXaY1+ZqSdzc8b`XNts`H{SRmMtM9@&3*e07@e-(~v;`jJNi-qqZ
zhJ|ka1-xZs-YIS8=8Su(nwa-bANV?a8fS%IFNu2b;(NHZg4ZA1bb@t%@n1*4fB&<6
zes!lHL;a|Havi=LvUdm`?Go$>+M8*G{6>f;WJaZq4FDs#4+VJ^5!n!Y{=_pHf$OWA%m<>_NH<5P_iZ
z!tJ8!-U8uKeXWCfLPS242sEekd&+}eJC3q}PX7cit(euyu~`A~gzYQD8;7ta+#Orw
zI5;?t>a{^9s0NVI+UEDpz3%$4~
zkTz^ji`)OMCC_mmS{o@)>FHTTH&Vv1P$5*VhUFjbHjo~5b<$73+RQQUV3hbpOqDWF
zE=V^KIgpyN_`8>#a8dM%h~bIy=L_gN5f?g1LF-owp80!vT+%n|#`-vi~{Fv{?g(c{8g*qO?Va^y#jp$VxJn4gmV@|
zwi{?Fjl#pvzXpw+G8nYJ&w8NONp|hwjyk)#ezx?wgPAt6UBCV6<=7?Il>j$p^}M3x
z&}U!(7r<;+WICd1QXcsGpSAR|2knL5Wp@U7Pse>~6TepO4REVRu0!a^P@LAe1hFdX
z=&)l|@?=Leu1ZH-^Pq?fo?
z(4_#Hq*#6xg-UaR>9l-V0!+%81F`hj)ufqgw;FrQl7-f+JF6&&eSA>6|MnC`E#0Sj
zw8a_rBP^dyE%tVHhOHIKD7(Y%gtCIIaFM+@it&xHt0*X}YoJT#WI5e=tige&F=jj;q_DF?`S9@V0_RWlB0ZH9U9~MUU!@H;Tp%u-IJcE-o25n
zn>KkP%Xg!s!H%3#D-dmFppwb*4o(0ZV5
z&+VvJDOPClc76ZO-N?qwd<$lBJsh?Pme-uA@4dY|Zk(z{f44m#3GczG`!Lq^_AH#Z
z$%V5g8!kXC13yA?m!DpJgV>_beHfenZJXmx6gm{qiWasbPF~`!)1($d@ed%LVT11<
z{KqCIWgr9QOrd8(8buhsv_oe%rea$qc<0-%Ukl`_L;vI;m?SwhsTJ-)JRzNIg2}Mt
zZef8KfJPIO6O;j?g&)=7zDU_bMMYYsXfIbo4!TxUB)K>{xDTO?=FPIG-NgQoH41ma
z{>z^@$nM3hhv?C*dldf+{b_hOg($`4<+P-rVVcfpYSKe?-6nE{2vAKqw!2U`z2lGl
zJx5CpBnzRurveeU%?)RNsIHd7CH+Jb=P4wqG>K~*yKfwai3BYBvAF9Yf?~0M;7wH(
z17Jq*+>0Vu5#hSre2t^?p^}9ER_V3NA;EuG#!I20qq`1UJLINoFezYb#CB29Ezlj^
zq*edQ%xFEZQS%Btht!5lNitl|^qsqR14I3H7(uXu(y#^XPWzlWh}2OafVERJ*SruZ
z`Xg;QLG8Ex8QGoI41Z}1h?xJg!TW!9GpBC}``7f;gQnVxix{bG)&{LR!V$49Yn21%
z%Fx>OQxmrfL!3*vZ4HJF@T4EjIO2#Mms)=Rcme7T?z45>y)NT~Y=!hA{T~iyFNTZj
zjy&LuqDlKGb+~H(+k_cLotHb;`0TILpLcuxT6e_0V{kFCH^SNY$6P`t+ioE$COmk6
z61}r{8UA=$w_J_fLWqYNmN|DXSOSR)TN
zc{!emPc!hQ@YdQ`+nA{X9Racm0o)TEVUZ3&Qxod;!vQUId!&%@o=jU9Rv%`$+`1$ti=Z@(U~;Wn(Xg#hArn96#rk{s5q_kyAKS
zetdfNL@tCh{Rzt08!{bUOlNd-B4sO>qRk?c`dbpse5=wMmzKV$Gga$6_Eu(oiOzVv
zDdp)fnWUq11Fx;i?3xpXBc7bc&%7@-wHQ%8z0bKLMyBe2$^2gUSXW=)laO9reyG*_
zAxgU;_8U9HgVXV)>GwqMB_!@WZoeZq9-8pv*!5hccZ>B=
z$HItX^QB1l3x|_n7lgn3qq35C5Gr&ujB7bRLd?=&zUfi&oK<#cHVS@OxMAn14~g0B
zA=pDE2Jh3!=yMk>6n8~9>8}wRN-?&88%;Zpn#8};{pD&q#@}sF`i`ltG78puBv^Aq
zQ2qe6uVAOjJ_u~(2KU9Y%2NT|Dq$iJg!Hz}ee$z>z&AfJe$f0Xw8bJL7bjyB-HYbF
zj{YcBSXmS!hwOr2lYdSH$Zzey|8qbgOc1q{!?%9rhT7g$$db1xyo_
zsJepA=hQ0tjWI1^G4Cw1*;S3p)l$YdCIMw7(v#s}Zj|FOti|<{nAe?!d-6yG>p|lE{
z8u6L$K0HYuz{YI*p56LUI5(p4ZGj}1eD;y6Dx47P_giTNI&!2fYDxhTRStJyfn
zJvo28JV?8N1_v5#EI)l0Ci#=oFg9F>yFK-0$BiAeAgw{#1H!mn?u!;`8HWrS>#|xc
zL%E$Ns)QSxCCD9Jko8jGbREuA#mGH^WOdNY6HxgfH{g#>PZN9wm&yb8?D5g}PTgvi
zZ#_FboL4;%CgJW9VCc)2rFLnK%#Ye8stb3v*;Wc%%rd{2RJ1tzG7HQH)aDRk@pQ6w
zK>#;QhaVvzL}GuRu|bE^w|i~Qz2S-$=rmNoG8w_;C&GybHK=`a0jJGA)(V}$=G#4C
zW6VV51r3YL_kW#7nT$T3oKc=y#ukb_z+#wRMSwLy2$Yp!hXt{sECz%TS?~}`2pU&@
zfSob&dpN}m>-lg`pz=6&^}qakQJvc;%b!11VmxtVs!lm)ZY1v^_rAhk`e@)pT6xa3
z%C{eWI0zG_Qo!A9hYtW#)ljY4_5f0YF_w7FNbX>o;m3gav0IXw?2M~F9mB@DG
z_@9>|86-|J@S`d*_)_8x-`{7Cw5<^rMjy!5)YLSsH^TJ?=BNrm)mj&GF80N_*n?Z4
zY~{5%cDS<~wlPe~9f;$-n8r=+6HZW^I?|Xx`H+cfv1Ah+d7F0U-sp3&-|_4VOWKq*
z62Ce%F@L{5-}eZF$bVi{^-|HobVYXIRARk$HBF!fTJ{l-XJwf7X|=UPXT0X$YX9+R
z!OGRCSgzE&iuXQ&jt!wvfCb~VcMg-5)y#6Sf@}*HZo49F`MT?7eYG{VFZben9*yd!
zMY?W;T`5^Ts(mm;ip)2T8@A@F*b9T0tgSy03cCe}lY>Mhh${Q(1hJA<*lW}V+b`qh(-}8a%ekH6_Vd0MLIYE0#
z4r&@(ozhUOvp60c=GgB1yL6w2Kf-4yyTjw~bdy0kra2}zS5)>aI^#R>=mi_(U&)?<
z_~dF3^)My(0p*-u-M;CF*zD=;I2^_N%5pWcr=ClTEC&ovAnO!vyHZTm|LNIV)49gR
z#@_6r1&gGD>6XdS4oLueEu|oWpfXsOB?yi6N-jCytBx9gEq2Y}?+>=weAw6-u82^Zv6`8iSB`qjf>vQAO{WUWG?8oBJ^n@V1pOe3$q`O$9^
zN$LLvN5qe3x7f-Z3n#+cU^6ALRSoWcA>mJDdE2|bBy+!6Ljo#iO#e5r(R@LqTa9WM
z@VGyk#DqUuny*MOy(YGSUy===vcD&
z=c`l=>P@JEHb{xRV78Tt!e0a74m83xYQW}%+U8H$K5Isyf(=jX-x7KyN8qV
ziA?P1JeU_dm+UbWZ#?sX46AMx=C-UF{(s(jJ*m}!(lFhw+$oX2BW{TCR(L}Qh!fK^Z*bOmf
zDPJ90drIi`RYH8}n0VZ%?aJ31?x>vwjKGut(E&KiW_8z=Uo{wzFzlYn>5KABgH-zC
zVdT8wO8U(Y!W~-n)YsR;lZ~BR&T!>SpsWi(!O>krI(q@_nqUs~JU1N6iy?qw#<0z?
z&H6WjFx+({=MQQjbA+k4i*^@ox%~W3-9#ye`(kuSG0)+&12ul?B#Eee6&JVnIII16
zKhc3#bqx(a2#ATmMa^SE6arx563-jSH6t|(G(0va{=Y4cV@P;u7+%9j_i2-1Jd_Nh
z!P}Tga>l<7^3D2#RJA{P&X;+?%2Ow{}<78Bjgm{Yd9
zqI;B%v3j}N2Tv5(P3i&MF9F=xs`&xWHwi&^uy>c_Z+RY7^0>5=uJs5rg3~mzEq}jd
zUwitqKpbFa0XhNS7g3$Phs>{&)WB&~F%na;4g4e;o+@IjsHdi;o(P#;Kp8x@v6QxT
z75(Na7WS&u0erV{!wdKoW<((0=8ScIMy_5Vd*-i7f=;q5G<$izAW|v3$R5xeC5?hOz
zNB>olWO3V`Ak{2~J(Qzc|0NzoImC+#O!@sI6qQ{fQEMgGk6qhqgIx0lhniDyU|A)+
z=EDatG7=NXF`tc86{6UYD_~o=1K}6on+9%M^43Xdm
zUM;L>`OPM1Z=@vX0o4j$#$@o~ncSk{wVC~S!lN}@O
zp;?T>!Uv_7>@S-ItwK1ETWPQV^6%2w
zlth?atvun6uCp2{D)lWr~31$2M1
zm`nHiW8{6vA1Vjz?d=Z_CZwlT9cq1nvd?nF=?WY6mCPJ;fbz{Epf8ivr0XK1r@{NXA5V)72f{mWi6C-3uW4e&ozw@4
z*-4x#a;~k{rgW34A>`Mbfw*|`+s@cpoTAj3~G5zO(BGmaf*WGBR^x
zmZZGk!9%4Zo>Tu&+#SK10cftz9R{SI_$19}bc@yD19mrD5OY8?;mHwa8wjt#1dYdp
zJE*h4H;47ogB=T24KsNi3zq0zJV4%9s=g&L`AlWR7QNS;`SA+d+5VW`7PI6k5Lx_q
z=DPv=oEl>G34orxO&b}9c&_5T{(vwq!J5h7DrEO%LraPiM?~mu4pVOtEfyRO|{uKYMETV`~iTbAz{H+XI@_$i66&sR$Rk~
z({vJk_<^uaz)(zH=EXU9Z69)DQ_^?SvNhr-<0}|b{JB$X-nbW
z%*@PDS968BhuoLKtmSgS5E3jvWLZS*`nEKZK>gU!@py>+KP9rc?)>aa9@Eaqm`Rgq
za`=%`(FF(ncj(cip@W)zPBwv&e><-~cosg-#}1)g@}Rn*Oe}f1?$xjuhL3E(k8~AR
zr<^oQE|@Nd0W}Rd$9NdcET@1M0KxIwT8liFPCYrWL-uUKeh09~({TE9sEPweRb%$D
z-%sHPlmwn-3F{C4cx*suo2KW&l%fUVk44PE9DDS_;O*QYkDk~=0{-!wk*fEFsLVNl
z=AkWMsKJO`@#EX9WpM8)@23c!1KyTS0&sen1<*U3*=XEqkzI9Ma`y9#?PGF2vv=aS
zWE3KT@oj-KE*<`FRwE_*>69Rt3D8&tyCHvwQJ_EGGT3M+zJJ^=U8b62qXLv*lq
z2)0?c{d&t@z0dP^#gW;*=f9h4JRY5lPLp6G%4#R|X{==QA8T@YBSJ~>2RdxVc-f8?
z%oyWAP8I{ovF9()+=r)j$aRl~WloPv
z_y&rX&01Zm;+5u@+Z^3WJhd<0GOb6-$??av@?dG~0E?1i6Mr`+`Qzf7|ZIDA;6
z;CT7-mN>Bsz1Pk%(*Wd4ctO}sp^8sTR8-Vb6rC9iYHVi&7hW>pE`ge;LzGIlq7Mkh6!e=V~D8pej5Y>8NYXZjpYX;%}YchLFwgVL<
zLvg0a$#cZBf3c1)zG7k`qNciD?9#(~hfG>Lu8dx{9phh>O^99b&0}6Gj{1r?1v@T_
zYi#%6JO0(>yd3>z|EmQnvm7qs3oAeD_yd;$Lj+SWMgK-zE#G`Q}irQTPUP$cZjhnMlT+z@6e^uPK3=44BTDu7h<%zp?#Ic0NWT$9|smuJk~
z+TiKP?{IoF%F(w9=IF?KkIVz_4^8<)c#kgq0Z^kJLGfj1xDm6})`VwEvol@;=|#WHjVmMl^KP|&EmwJS^ZB>;tY3`M
zvs{hOpzM`P0urb#yVoGX{%3Vrj`km!DXQr?t~9?}_G||5HNyQUS&SU=JCBHO
z-w^TS0r!*N4aj=;BzqTwN32>TGCDrdFEl<&R3XJK@r2ikz>+`c%l=#4R>Ap^uHQYY
zi%#YFY>>s}OZ3ef6Xo>(cKJWp)Qa;$fKc#Ul*U%KuUm3^1eeC2Kwq>iXs3>couL_6
z5TD@3`NGS1bu-bu4W)ap`5+`Wgekl?=$`gR9#$QbhO8Rpxq}Oyw{lt2-qy0JXWSg{
ztIyG`TX76MDzAWbx>WHh8XBSak=;n+VXa(ylT>F+|4PH7zQapjc_WHMglg&%8U?Fx
z9w)2iYQ?U#(Hg<#4F>5@8D;rC1~l;FHoStaY;eRk{;PXl{{uadlXHvkQx$yS@_Fp~e9H`pD0B8*-)^
zG;DFKo=U-*QvqnN^P;;`0RTA;@{(vXgh$4d@uH%(0h&!3d`p;;lal5!HBPi(
zPGMWDp#HntFSCdwi=8P1uwu(oW=pDuRe`;-Q_vqF!n%w#7^(>mc&U5EFD)N{9gU(uKEI&}wI%3)R@DMl1+@zf676YcsCfWk11S7Y;L_Z}4to#C
z)DD1PV73_e1b8y`S-C<|XmlBZP!*cF^c?s%w|N`X@xy&juiKDOj&L3MxJgyhAD#Ul
zKD!Dp{RML@?o^--_uH|Ie+K
zcveyf;}7VS+<>S5*~M1iB#qcD4a}HzSYHnV_wi&jHZ&Zv&}mJrSo*)(d-JHC+xG7_
z^K==nWQs^pNaisjLKz}TbEK465k-S}D2lHJ6saU>q*75bB^4z@iWCh(DrKmYdS0jB
z@7`-aYwf+(^T)H-{^z;Yb>BB`eZQaKJdg7@-pBiRzfJXu={!Z;d;}=#Z9r@N~}5fgKhH*y0A&x%KG7_(+>?5}h=S2Zp1
zsP#OmiYd(a^dKeu{o#ru!WjW`@>;ZAHn2Y_sVl$A&+rccqZA-fxSKj!WH{q;el)JHX;8DWx9(PW>7F
zC}*2&xn^CI?D&}pe{_xqM|R6u|YQv?8L2P8xOV@YklhO;M?q$N`ns>`_yft$(ojPWi{mPq~J)31R<@QcNL!>`DTToM2b>*u?&op5YBkErgl8s1O8n^z?Ui{A)AO
zr{0lgXf0ya69L@OJf2+KR8)Wd=S;ZcJE%oIa;GZ<=w@nq;m@zPs>Q$a5{h1g9J#RT
zvsbm;mpd|^kG|OJ)c>=n@|}W9ZF5?f7n>K7DDgEt!DP1p2`Rw&{&*oou(zkW?
zu>>C!3vu>Xf_?SB&=NRfuSZ*2CA(Qh}$E`{A9Av>r*
zAlgZ19g>s*5WYpfdl7xwSg5C>b1=H9sj0YiHl^^kDMb#Yg#C%;f4;1awaE?Y`@65^
z>GA6xS%NZY)69<*Jzo)Ij0O*9CEq>Irg~BVAH>8qt*=0CMax$pQ85pCWC=#bUs*NL
z&0{Rie
z`fsO9^xn~PP^p`iY@X9nU640+zy0I?T;vw_pPP;UbNyXvJf*__7pNzK-?DUzXz2XE
z=1~Gy3#+kKZz>S*sAzqzd~3SxO
zA@O#Mfwlw`ZiHjS^VC--2aj8Gw`&!-))U4ICL&3qkbz>v1wKu{F*4|x6#3pGp)!jr(!#OfN`{JzIhE3{k_EbjtJ%v#Hb#weH
z{hILq!uUeyW!)`SfkFWJ#w0L>ie>5B)gd=;{+e~tw58_S@0L>8nuLp}Ybs>;r)C>k
zrKqg^(0tgj)>HM)-gNuRyXJ1$SdsVfob|;F8c}&~lPlkHQrCSfoEqB@meyFjv}Je7
z(@nFCJtl7vkKbaJSU$fDUWnzR!a-&tdDU9){*_93tk4Ok9-1TcqP0@zId*9#el-J}hC!H5tb^XeJ-ZNh`
zWYZhgsn0|ZX}T4nd7?6huc6d1`E2EwrP}nC>?Ci`*Sf4$pM=&O#jgHB^V$)<((A;F
z;$%-Kv|B7P@>fT;^44O;itWQCWV6*_M?BN`?|iIWELUb(X!QF{ipR60R7(OECfaUu
zYs;VS#WavO2^@wRv3tmv0?NSF
zvbNr?`gO5VBuKNrpUa8J2;?lhYt;B@q57LQiq8%dK1`YK0Wdkn_~sb#vR4WM2Zyd7
z5h;|xFRh{^{U-L74sF2L>)VoR7gQ&I&%Sb#o^?5xdQR_!vZs;ASI~mX7VE^9K2b?1
z1fS?PFg}svT%r_CHUp3O;Jf#!XlO21dF5q*4nJ;JQ=CV!xR5Mz$mUoX+AW^ZxUqe0s!
zgH}j4QsM?wM%^AOP;^oH2`CpBT%~@f)aErUjdfe5Y$jr9Np@BFU+od+%wNj}O+7~|
zoG3=o>a~mM&@+QeMzSszqysG{1dv
zJLSaiQ`A<&5~kv=PJMhy)+f56&isjf{o*Q)yT7c&`obML7r}{lSLsYw
zF^?5Y1JPR*SF5P?;&t5QEqfsjMw;x*)uiIo6X9%D{|n8F!%*OvV&X1^Re}-!qFm%MsJM`ie%t5wZs>7%Vx0
zV~2yuWWmb>jekK2@fDCF&%Rx3bJ|0N(e0mmYb&wUm7h4ajDmEI@Eo#7}n_
z>3@oTVZ`LcuEj02JK`W9!7naxon!nl
z*1u;2Ysrem81CHnCg18g`?rl~zlh>dbbUp!k>m7nqCiAmxEM@rA#_v#qb}ti$!^!f
zPK}Cf!)JzH(+#tv^(8uJv+4`aFjq4BZ|j!yBJ}3XT^Hoq4T=&ilaUv8>cYeEEFVbSkU`
z)e|(xxN*^BfFT|
zq?y8fvg{k{d{h0|Q;H%g+Pz${u$&l|!)u?K81O|XnpdtFWqQwM&vOjiD-v09X5slTmQ~f|IJ_<^}jgqOKU4P}MKWW*K
zDtM^`e~8la1ocdWlg78jEj|MFVjfC7ftLpsY7S6=*jE2;w|O;1`IV+%!E?))nWKtS
zP$nvuq9^uIP`OoIYTX4)$SJl3lChUU0jIm&kKBdU^i#Fjn}KXIQ3hlptmgkvQM>X%
zX5Nm*@*-ZbBY#bFmaX}o908z=j!KlDTI8_qPVLEUVmoeolT$a@A5O0s??#-6VyF3C
zbZ^#3_yroaBYp7hGLAS0oj=7{-K4V+qE|rzE=#kYsh6lkmRg?@Y`g!9m~>|8lnl{%
zgCICl?B70>ZzO^LJ
zY!WM0km%zH7zuDrbl)J9RaW0My369*aj!$aGDy9D>57pz-;5GGJr6`8h{(em>s?#x
zlgUGpm~8sntn^f?TO?R~s5Fh#5(ov{<`LwL*~5;?3XCxn^ES>AQ;{r{L8RQ=wG{OR
ze}QrcO6?FLkU|DbZL#kt!dB+zw)IiJA_7SEw9*p-x_bI%b-klGe2O0vt6>wJuQtzn
z_UsgdJh9if@aZhr?@zb6Occo!`MaMuEv8e&aHN=6Tjlr
zf_spX8$DJ28~>x)Syk3V9!>fqD@aEQX`H5wPnTUO@^Vc|K=+=`pXQ~}hBe~go%GWc
zx}O`w{jXGfX@hqct`H!(4U(uVqE$3BEf|EaY*?h;A4bA*<~b8SmzGyH0Qn{6+XSC<
z6DK2gMM{4YWjhmFNa`|zNN3BE>X+K`Gum&qImekBSmlkYt45_!PZ*hCZj?rDpf5gd
z8Yi+l-w&o0eAq)W;k>%5iy-;-qf8kiI7REn@
zZ2^|5+(Yf#-76KJ%K1@!o4pBtRHgzlSD>yhp`04MHgGmzcxhdUU^^U<;)~=BE
zdVMeV+g2a-YF?nzbrw@U9ktr|yq?&atZ?H>BF*iBoK9Kn;Wz?#H#brAA|18JmikqO
zkJx)1G_{||IuXOK*wg^HtBOsLfmooGzn|ru`+FmX))(}WX$X*HrU|?=NH{v#)B(
z58V~gHEL#js(4ZEoHauJcWEhojsgqt^fXEjGx1(fN7AW1tm+h~w!T#Vm%S}gHvK>XHecuANkipV6`lB!SF6pp
zylLTr#S+d36?Oxw3q;e=sFup%??cQbXqG@MyD~ZCY3~eOZAc&IrtetKl)qOQ^IsR+
z=*d>SP5rf9>1fgPAM%>g9lp9959<6YYW#wA(YXdg)_ETO6r9_CuluaLvq}rreI2;s
zdfHa$-hBrh(C*#-@`cJjcW)107*p2hm!DnZe#3hAu3gpV3JUgC*X`VWA7wBE7c5qr
z6s4Tny~4dlw!Ext4X2_o4`e{S2aXjeItYzUoaYuoDHC#JBwXuw<|wD%hn#aAd%_h*
zjvnnKOcIf1W#HmLetv%`geW@>8Z=0D)*fjj2U?vDCND&jb{+Xfe{~l%bOMoPA6aG`
zrmM)@Xt!=MA-cyA4a2J`Y5vSjlLiX?5fZ972!!!nLI5Zjx;L|&7mrz&R#*4%*6zSy
zsF;#QGz~AXd0e&7%%zn7Q@Q0*X@F)AOCzI>qZlLiQZbehvPImJP){YH6D~pHCQUlT
zz2{990x1~BT+$C0dIY*PBLiAVVoHES5br5guiq{=GIW?z-2RSVP6c=R{Q0ir>|UzoLzsm|@%c#J
z&(U>EdV{h
z-pw7~n0uI`AU)I_8CaFF4G3_=8=a)WSo`a1fpFD9QU02Kq#Gh4qFSulB1-etTj^+xq&
zDtYX#*hLe@j`ffzTn8UXX3`lgPlM&l@8Xt*HwohAr3x7=n_O%yk$YcbW_B?@MMq0(
z?cuI{^AQhUF?H}Z59DNKyELCgJVtmA^j{sl(X{c}*W%OwTn|?%NqZ?AM+a@^?%fp(
z1;l5+MJKRR_kjK7)&V?D8Cl`=-!uM_3v4@eYj=_i)FfsTG1Mx~KGv)vy7ACz-avAMMUL-uTVWyydA^XJ=`x}rYC*!B(5Q3dypZ>j56
z=;(Md$T2Y^w2I04Sp)m`-_B^D;+IzXMY-A8tdLrsM|Av_*^}Hn57Mvp{`UNt%_Ov|
zEa^P4Hf5ygt2&4Ev>|2qrk7W-0bYpw_gR+vFsHki{Y(;i5mI-B4eRI6T{wqO
ztD!V*-LD;@fwqs-U8Hn3#t-DKq{rt-31M`+2oh;;j6K^lsDwUZ!$-eu?>~O*h+>{F
z3nWv0z{X6Aa<(m7b47LFCaj(QqnCpcLl63}ePsORWFy<{0wm=AoZW0oZZfy3(F@vmH*WMVsE%FKJF4
zorB)vomCg18Qj0)+_XH(WV(njs-LCeKHf-$AA(dnjxO^x-Erf4{u0N!B
zy7b69L8V+nE+X>KTEJ)v-ohsoSB2>XNYUKD|nkWC<`(a<y_
z{=)^3oz|=C;kFp_&c$g)C>9E_R?;o;gcmI6c;ue}@|H-oIN}5m$nl6O{(cZMsY|rK
zZC+mO&5Kfcq>qaMCTNHCd`vtsX^@{a%e4Ks*BSchdmjv1e*SaAK4m2(2SxL*TQ{4|sB+icmQV&U!#8i4Dr5)QMABv{%7DQJCt9UY**#1H3k
zFLthckB7|BVR4qm!Fk$glrIO*b)r1iuV`o)_?k?LoxI6#`-Vva(U(5W*=JPSerNMu
z^jSQxyy4U2$is5btihEwRur238XZZ6eW&@HKc5M;B=^OOGkr&`T7%Rr!^a!ethq}P
zd;B}HI7{P=Ouu-N|{~7|Wv#>w}si=?4IB^tWQMo$8VAvzAcem^ZV3IdR2lK;a@kUQ6Pra08
zas;Awc*5Pi6y-TB@?CAod)tuUhb_QV2gI|voI8c9S>C0A0)fE-#+?9JO!eNf6
z`??TP$Vw2<9H}M#zC8&;}cnnA1#&G4Gt%x5Y
z<7UcQ8Ly`1PZH2cZq^=Q#uiH>Lbz;d$vhRQ&iw#x<^&n8wjDFMfwfEbfKYMl@4~X|*RGztR8oxx*
z2}$C6>ba|G6cGEdIN5aVI~cBO4lngPJ&AuhcfO>cg$#=&w>=G)Ol&d&6p~QyH!?Pk
zHA%8FvVDqD+G13g#@B2qzH?!ex7*4qONJS~TxeOKb8f<6cCviOH*6;*Er~(Er
z?L$t70(WHNhdZ}-Cc7#X$F*IW-lSC<;hGj{W>#jbjuyE{xS712M;358Aixu)XSn5^
zIF1*Rakr7KQp3-qlp0Tj>;nf5NJ#;Nqe`SI>=SrjO44103j^v$54*o_%~{f33PIib
zOxp|XWFdJY)TN&KO|7MyR*Ga)kQsVyBDy{PC1107)wNY!2A*7CaNK!O!HKf3t`lyQ
zzY^XK9MeJrbCh@2fhRi>yHH2HOKwHG{~us}IsT9pJ)g@Kf1;8EsMwC}HlOV*%tC}c
z3F7PIY+siZi3S~Id6j@kkluCVDHI{vf)}PGvPAFY32X>mjaG?-*z&<*BtO|EbCEH>lxuSd)jxLpe5BZ%8ta7OmXy<}0j@<;9NX>-
z3scVYQE?YP(Ad~0SU+on5n7a)_59yhTYy4kjf{7xvvy+05g@zznag3OisJyMEZvp^(Vl
zzn4Ns)PLsg9=tJv)dNzW>()6#PAgaQPTMZ`I=6*LoS(2wZmdb-J`UYs2-LGLFwsB^
zv4eOM*DW+fhQtQJ+W82HLd-uB+ueVQSUPL%q;T&(x*(Xu>vt#Px~jvi>N8{2YP@ew
z8NK!N4gv#cYCGf*AJPy$!060cA`ynWM>uua`!P<9c0!g`yg{Cl)Uk*NUd&yR%kCJFhY~?9-%$=(%g2)qIV7V
zDq$O}3fC8+P3eF;!eNcU^81e-bwpG!I^@rZlP5or07{W@#2)kP->1(34wSXr5>`X=
zsKtac@0cFt
z$jqyazO-EF(yCE`t476-ctTWO$5XiPuea>NKSFALk(O5PGp;C!zuY)kTm?d8fjmPg
zw-K%<7X(jkY}e~ds=rKshmEtF@ZF94&F)#tr3i&kU<6@enRxs51K=+XxL0<&yL9fn
zZ$WVHZoL}QhWc#^V21bLj)g*pR3IWqO$rE!B0(Sy$mDkfJZy)weFv!zTkT1dFrO4E
zee^7Co?U9g(!e1=7_=dFe=O}lbKpvoHeIEa`)GA7Xy2*RaE!Y^0HiLSUqJd;3d~ee
zM6kZUMRUq)-&#b@c+A*NH+#l=dq_@6*WHYdKYa3Jcd5?xUBFKeRNdI2x){|QB2GUqmlNX_yXiUd6Gk
z=7g?Yy0nq{uyOc0pcHO5P%2t4Tn2453gC@^CH+BP9)YxhZ+0pxE4!o(T{qiR&hcE6
zoD?G9LLyq!Ih5@Jb9s49ubZ%#VI1oE=7I_AAd!>us{2p3Q=lht6l$p3`_Dc;KEkX3
z*2mw4$cb|7#EJQf79GpCnSi4RKE}ubpTyHgL=z#{$;QNe>?BPzc_iEM5bgZWKMx7G
zr0}AC10Tc^V|wF9qD0oCR?}<)F<@!{~4mzaL`^(wYsHV?XV{Qhj3OFxq-MS
z)Y*nU%H>EA9!Pw?1wjs(#z#=iV-R>__0REI!C^v7uwbxHoCqCz$R48>b1UZD7UHp_
zJ(vltp{@_5EQz-|2*&kQg=A4(OC|EwGrsK%k;f__Tb65qWu@uJGp*7J{>Pz
z-6l0B$*z2;R-dg!$;w6P3L?&-0q&2b@%;YMgJ%?NXwloNI#{kf=X)|Lo+Fo@e@F$l
z>+|!&Y+6Mvj%6?48cqkJ*SK_m8yo`}?U&BV-GGyEl(%WWD3c@&U?PB-Gfo>vjlS*H
z*wAon0yrTR2{^KmMCYmX4m&#{cTnG6n!O$(B@3n{Qq-YtH#YnM
zBq#BW>N!et3+2^bl13^r7SAb?7E6-;eq#*oQhNy^gnZ1^&DF^w%QG^n27Q)9mLq%S4xX?zTK@)7_F!KHL^r|zmL
zTFNDJ)I
zE%iwpXVOJZ5YBVy3be5=^4f8zTTfwP7_P5^owOhv@jgf>P#^ewuQe+%6qt4bf
zob>dpApV$XT?GD;Z`@h!2rc65i}IFX=Ib_Y%%stKY{%km4asabZHdAG*VJ(7-Nzk;
z`0)u3kBuzK&H(&P#%&$$7Df6A
zR=Q~R;7y)#>K_R{pFVwRc%IY%+3jmyq+jRp;>22@scB1tD?&eVV7s<$vh(SYo++c`w=;VdX)-US9JF{ummV
zJ~70O0A1$Mz(?A3pB;ohijr0z21n-CZFoz!;UJ+~evT7a!N?_N=Wx_T#tZ;mRV1~=&;(^bpIo81|j+HbSb8+E%;R{H?R{UZu=99zDm^m|+e9E7=
zjRDj=WOE~XhEwmb(5nk#7lv;IC+C=;FtOyPK@%TQ@}C1LnKXWUZsx9AEVuK1elNhf
z@7=p6P-H5ZCot)nOADgSrbe&4NC0w*tRq7Vjg6g1eVEC&kR0yB2n02_0MRJ!XEe^Br}pZbHL29n&e;}Z~hId#RN><5Z&CuLVw~-
z$#8##n&MPd>CSdv$DJ#wLYnt3%Fcm1SB0%=2JzF9Q65X*doHDM?E0m|YCzNDo}-ie
znf$`t{npER0qZ+9)>+j$amKM`27}Cidd#Ohn=yU*czJn^YKt@r?u<%P
zH!A-HwX@fQ`}aSUm#2ZQ#~Q_NeEIsdwShr@RkLKJ>;M#96}5y_tl376+5$B)b#_lC
z5Zp5wGC=a|A({Faj&%yGdP554BZm&*hULX2jBJd1SKcVB3xdAl;8K*d<0zs0BU}4n
zZDFAaDg^tm2aJo24b}*}ga_E|ouBV>KD374P{S{Y5=K*Yv|~2bWT6-W&~MYZp=1_H
zl?9BtOd`yY*v&fNDZiVV-18T4&T!-i$4#x-dJ6QUwv*auwOMuKMu-*6u+Rm#8VG0qSWZa6f_rmW~w76STUM5`R&1(nOLUF}88%
zL?K6^VjFE;dOqWie$luj`c)b7Au-X>s+iJEha7;!+-X+971}UN+^17{)|%Eqpt}LR
zI@)wa_`LMD$Cm96DUGk)rqeWac^0YA88d=u=cw1jHAWf8ERc83Epsz1knI(C^Yv4bSrP4Gan&lU_j*kWdOM8veLPV0j&B
zJo1a8??n2jqolj`zLd)U#i>+6k$Tq0XGDZ5TH^zT49WiSgSp7Cm7z9Uw`MaVP|FQ3
zp{s`#Wk%4;5|G}tBw1PBqZbl}^}}=zlV|s?S9BlK_G0%$WB-Jz2MtRzcF-EzHvb}T
zFX$^>mKW?KQi`~km`gl2eYfxRCrdKJS$dDs(|2%^i2fb}QBfiNGoL&uBgGletJhtU
z;5xK1Ok&q}$E#s6;NSIgXS}`BfMu5Bma%y`UA&F&HUT{n&548LgO=qlo)5T$z3x1N@||S-FW^DJWUO+m`VU;mN*S+4*;4Mx|S+NamR4Y_`pd!
zKu#_PkVjyUq@R3R^faBDYka-EX>;Wc45$AS!a0ivXhHD8o`m)@R6_W-h8U=`evVO9
ze0>(!ER(7=yyVIxPz@UvQLrX~E#%RL3uuEL!BS
z_I9)Cy+m_weA#c^z8y=Fst_>BpC;R5^04D`s(~>@uVTZxbq`4P#OL4&t&-aKaZu#a
zH#C)@bw#^oy@`#9SzeihbEq~+8pPX#Tia4k;;s@y;TQDBZ3nOhp^jxD8PhdC3glqQ
z9N3Ta8kENbaeyK5PTwz^Z#dR6I?J-IEW=AdtG%snQ}(vhKMTM)w-(&cEZj>weRE#K
zfWfk|v}YG~>eLC)`})KB9QTHizf*e*-qzoW&S
zOFv}p&*ohP^akSUI<|M*n5zS)Y+l4Fn6mNZF)}=hP*!sY~%^+lJ}tU5Fmueka6
z=Q{-U>28R3yX(`l{h}>Er$tfA0M={oi%06WBE-(Sr{EVbfCo;wVC!0t9d}5J{l}Bg#T@qZrF4V?+rfo
zB4MU?Iz2m^_3K9z)u&b3etxdF_8uzn=~Rv)_W^HYMQt(>AI3qear`FKAq2KwfY!6-
z`+on}Q@!~v5B=G_d;6&puz)CKY}
zmXyLZZMB>~zdb%s2B|L2r)Nbu%uG49+WAgdnI&RJa~BVYD1Ft)MxoV#%lt5}gLb!#
z4Gd!Fm6z;&n3d%YTu+2m^aLGz&wtF0_6y|MTQ
zVJ_Z79i9Z>pYrMPO$AAFL$5xs4ZO5+&1Z+m=C@~3o9F)cT4r7-?TmVaKj}|56~)J)
zZjmLeUzCnh43H_Wy7oNU!4GuvI{Vz@hGiEXeiF|_q7xZLBzgpTKVjUsQv~KxetRgO
z74oODmL%q~B)XBgvqYrt*V@;r?VRbEQ=!-IJ_H>~M|q$CxNN@jyV+yHNjyKy53Owz~RjMXJ_8A5F=vsGYuO*3EbHcL?3`{PrsS;qHy
ztBm@28giulX>JB@$t0lG0_qgva!QhowUbH78;B(l(S~Z=!eIx_W
z4O``wC@FhUZx7`Csj5n)(7f!{W7}P2-9tG#Nm^nli;S-KG>)?&sms5)#dz&7AF2YR
z@VDm2?58%{`(c5ut!CZr2_EKg+1T(%k9E%3JEZY9eS#QrTT*pSgI-&IQA4eVDQ{zG
z`4D21+a}P~0ssE{0PyJsFNp_rML~-r__=PijCp8ZYtAUvv{E0dvR?n(IB-Nky|L_H
z>JYcYC6+6aL#bqQNm@qV(J?Z5v-tJK3ETEuxRPs=&lv&%bK@41$8JTV^saTDe(Gh{
zxx)fh8=aFY@&9>qsPR#m-S@njTqubRQ})>BRzSvC1b0T{*{svexj}~=YBF9U;(6*X
z`$D7)<*d(#v;k@(<+uHMTs#gt%0eK3E}E}mlRw{yo|o>oAoT9@TBF9PBUQLXr`{wjdLdi^uxn+!wyv{
z8^+z{!4;;KXGQM~Wcp!)A7>XnVdqFAD@c7eSX+Y>*sNPOyyW#`(H<~(iTPA4F`v3R
zg#47q6mK%`;?csM=cjI427T>OTH1!e(MIv3jN>;d7XIc6u!&zeL||ycZpV?dXeuRP
zz+sqVXLbJEx!m;hqny+5wA6^9PdG#-&Y1Dr`%Oe*dDdGCJ;mTN6~(^RwR`StaLlZC
z$%_w*o1r*jgk6@8ivPH^2Nn&iOWv_~-ZG_c5q%ePp0TISrfW?YHOh@5Mx-U*zO5lc
z;0b16>M#NP!t!*8C+?g+epl5hsHz0dMdY{{@~f{=X1^duXG`_lUkIp?#g9Da@<{MY
z3}N??)$ReO_;FaS)-}EFuch*yFRTyRs2kTmH`xzP|Cy#YRjR}(>F0JLdehI!g#wnF
zJZ0Fh{St-a@84UVj=u%Pf(KR*ziBlcNS%irRAyhnoKIw2yak(A>*yv?dwrl9aG<*-
z$W33d`J~XNA}7~V&J>6)S=RiBkx43+DRr%v|HB0cvDvUiesn?64+G}`kj@9EBqy6W
zM(Q>vm8IGz&te4e2-u*5yR_%{zT}w{G+h=$Vp>9zJv1&MA=KO3JAayQ@pu;d9q!^e
z9B;a>@7`S?jFeG-G%~P|qH8ko+-|EPD0Ibh{w_gBh`9!Z{s=qWDeQC4WDgotC{5v{n83L
z49m*&{()+mg6w4WGZ0BX;Mz=nc^xpAKZH~!BR7QHDI_5w;n+fj*ArnaWu<)5{OOxs
z#u-m`HGKAy@=_w7H7ytiS}YRH{Vs&$4O_N6#X@;I73$`~#PNhfO#QSYZ{UQI261gW
z=xsCHd$TX{&DW~xcR$Pc{zp=wzI20J97%96*w~iMoBQ*wXgu8DTB0pY6?`iyD&SEq
zT&p*H+b>*=R}kMG$_PY-zfP)^1Y$AXoCeA%43XtOYXenLr9T3IbKm=TLJOT@E_WW=
z#)XL&kqi<+pOCe0IxK^o<_97xpKxdO9-orxm~F$OjiQOIDwQ7y58|X|^;%p|NJs|`
z5z|r(#UKWiaL5_ZBQ81bn%?5%
z@W=9p*&GuEAFuB7G~q$ZQ)0P>E;*-h<8pi%IJg6@FRP0TUMpYQ`N?7W3|M5Z-L@il
zn*@=UXA}lIkYdM{k2vAxRsy0oN;fEL!jfgnuF${4Y*ee|&!spyH`(%vW_HAX6Y=VP
zCTeV)G_VB$LdxP0fN_#2CYl-{#vSj!&N6r5k-uo>bGKn+|C;1VyDIaRChpa{x_m#i
zLT}r^vf5-aQ}UMY*pbyNu2gk>Mz_#xv{I~zkH6tp+T|tFu_U|C%YwEcp`fEuyg&J;
zo|4Li2KD{RF4o*sYkl3_(>ijrcJQT3a})waX8@IDEmv399s?%KM+lq{%F${;J_GMM
zht}P=v16-4q7-vx&!ese;8QYLSYFEey2O1Ri=V*I1RMjKB$v~g`g(8{AQ#I4a?o}D
ze4n`OyZp(=@^V{_K`Pd<%(fard;mQ^$ML^9%EU3Gv3cpk348RkWBcqWDu#c?$fQ^(Ct&s2~
z@kZU_jZ|7jbkUN~Ro9+nj<(^~#+_2|T7*HO=-tSJlcmQTBsDbQ)c1n^iS}+D5
z&^rO-fP=VC*U&C=?P>YJ09F~xs)yH1ajl
zWZUp7HM1)wd2zt?nt_xZP%;j2s+S`fMXFI*7)I4bEiD1I6wJB&9mHHB~Al@&^F
zIf&+g)IN|PAP4}%fx@|t0<4ptQpyaeRFVVZU>K;HZ2vqm>9Xq-?=3@jYbqZR#6ifw87;I3(
zyGhZOp9lGp__Su*HcxWZHd3ob^%cBCst`4YZ&CpJK`Iz=l0NNcveB*1%E{Szaa^#P
zjNA9*mY>^#b8Y7IA#+nK(jlN({1b}v_po7YNHVtD+V*~3^ERO;_`C+$!gbeH7s2%B
z69rL{sD6YqBN*Aot86Z#IGg=|n1NvS-@bj5l9HWn*Iq_O#$w51d!_D;Q$fUpi5t(#
z2Ja~8t{uFzLkvb!&f=+wr*J2_Yl3JxYIT%wDr_c7iKR!Ao1$)b=CAMH1)CG+$u`m%
z3!{$GaY29UU*_;eDt=k@rm4l*)GtNFSwFpXFaa_#F>#JW0duT%%u18;&gWq*IMIJU
zN>^=_zGNw^wX|%{nm??ue}Yw}T7pUAJ3Xf%xqo+4&*UzV=RE5BL0cx1*9}}AL;N4J
zI!YE`k_>Pfz+9gSNg4S8n6-g?J6+qIwI_>~fyE~Bbb8B`8j5Ng+L?*Az4Wk}+oO#tOp?j5`iqBmneSWe#
ztdYy{@skf8H~^5cWbNk#GAT8TO^DAXm~pvD5~FdTiURs5N|}kh?PFs7cc!;PAq9MDXL)+>
z7fx?Y*HI^TtK{jJnH6=bgkF$EmD9W1lHlAJp3S5wQz$|N%{|&ANj_U0m-km2;~(Et
zPETTG%WxvV!CCs@3U$jo06)QxPy9}ZKF?O_eSC}AA(I*y-LbHTVe!9qQ`yZ8kW*g=
zCMt27zE0dYX`ry6_5b=Js+jn*=42>{J0@OeL#Dolc
zHixkl-2^Cx_Xs@CNT5+?lRlSZS^k)o7OU(r7sDy&K{i-Qm&}HO^T3#XyN`}iQd&a-
z2n%v=UifNHwy;sPJm^;-&+~CtMRVfM3VMTHoCmUjbZ}mTdg{Mh9ciQq00b#$^~QEd
zJ<06CU-sXidb@gy#>kxdc^65mFDqzioLlXboeAc``Q-35e|)6po}?BW?t|HPev>xb
z2THrawhuD3s((U3{2UM;JSESqoU}NNHTdG)J5wduekw-u*~^^IqOkVx@c5@k51H|9
zW>&LPTw7=VSKpMZ=RR-N7S>(F^1!yh-|t~&_9#k
zfAR@%)Tj6F?*h7>QlK>|8YvQ0-`Hj~HmfxUF9{j1HIq|kJ6%FSN(>JV?;NFSzJtd>
z9Pt6;6C45a^B-0m_2{`D9Nfn0p34v_=n`bo1fIyxHZP9H?5a~3&`3k4XG>e;dfc$O
zAM5^>RXB0Xm?aNiH~=;dy7u917QseT-aJ%WlD{9{zn8KZ3iw$c<&{Uk6|8tu1(C*6
zY0R_zeo+`WS(+p}oCbUPKxZL7^C=Jx3E}6O8r70=u+QxXZ!Y|R3nO~6&)64y^Hszco*m=(glBvNFN+CKvXU%Pf~w13A7PPOR;w}0eD
zoU!g*b4v~B0uc+C!Ej$k>0w3PC-8oP?u=>E1VAf)v7gpOHAe~QJAIGo9PyfC9swdy
zAuWG6Xa+qQ27V45HnJUkh1aw^aQQc^Xkl-faZG;z-A6ZLhs^Hvu0fYfL*_4&81_VMvacaoO~`z)??sgZ4*}xQ2lWI
zlT=bxlp)SePEhvDC8{}dl+J(`L2o0X+tDhDFugs6uA{&WU9>Ov0>%OY
z>t9=SoD7ti|Mu4Z)wg3>ApUVrDD`chumC!GpNI@^w4DtW-
z*RM;oB%dlOM$Z0wbG*M@)rIFoYH4RTflAPTZd>m)=25;(`7`y@Fvq)9xO(EFbe1YW
zLN`TJ*PlLomM~E>PylDU-eG`)=BkaJ)JM8#XI_zpOZ*5NaEL?{DrH!Xz8;x
zo0(H-pwO)ikG>N`xj}BCG9emu8&9J)apk)_+}(qzgC0D1pe3VtvjG=@Pu0~?_CpM%
z4NN5pV~uZqP5RjcV}YGWHv9Xz^=a=FAkTt>BzoZ@iKo%78s|1PN@`C4IUPKUGICqZ
zRNubGAPrd0nX@lOmI)bkcAE}tCw{`v>pIJewZRVFXqvj^?G%<02JN*9?h&VWCfcyN
z0q9OUT|0IQFLk2P;zXHNbPh!CNtDWnqp%eJR9S;-_MoN7_nf02<+VO%UPVjjyrWa-
zA_3R0r+&$(7+p!B{4-(9N&8RFYJWfLVEelE&Gm$Yqcl~;I3^|Btf^~k0V#9Y*uCSV
z9b6AOxhSy|j4)c8YT}pBk3JHvZ?f>4_iF^+#X`MDh;A27wzBf_HcDOhyaN}pT?!CC
zo~ndJF2hnjLPo*SUAjV+=sR)C5Dk89twPF^y3C##_g;*
zhFI=H<`apZy?q)Vb;{dYnB5Xg?%usC^2lSykI#i?28na+mMwy676^KMN}&s7p8U{>
zi@QuSX|ADBMw9#%d7WR}u@l-h^e^cqIkd8VD{>2;J6
z=HsxcpM|X)iD6tDl1NQJA$Chz(~_-n%!k1G{J`6l64YAgQ6H$Z9Z0a@WokBM?!Qr0
zRnJa=i!jGf8-*{hSb70L3=52?o2(*2pOV5xYR{kAVuZUkA!_MJQD
zb5E3Fq}V*>+_()Zo9k0s53@M=?OFn&xAL`VV2tzU%#nhF?|
z!f}<-iG|%Tiez!Ps%lTB9&N9|ubehIwmt=G93|K8w;>R6pYK$Tr`9`g9DA
zsQ)zEwqk0FWT6+L1hlk=LZ63C9@JfM!fC1vU_eBq_JPdSHuE}Mi}%FVW3ZF;}e
zeX?4aY(HWY`G{e#HkV#5@q~=wFq<(bCKamuqK+_*Yqsw{X{kMc5^qRp<&}S^l8-Su
z@_;!tYFb*}<0enmq;rlVGZfMJZ+5ZkXlD!(Pn6ZdK_^N|C2#H1TTMq$AxhzGy&nmQ
zHS9B+H*w16r)+Vflg#$+#Qed18X~qBSsyxjwB27PXu7S^W4WrKjV7C<8Xss$F89g&
z!kY|aR(0Hj2?tns6sCfuy>FisuS5(;@*JaM4U7BFaJ(Z|=cUkvc_zWW1{^ua5#DxR
zjL!-s>7lTAkMlEva1T3&aCcNY>Fn(zFXy6U2IQdnz-*&1bffrzgY{;KVOr
zsK*u}(HQePvYU#=uE7`?w(%09z?w23^7^Fl@
zpE4H0>bOrtZOs_*np}oeQq&o!k^kM9Jgo5DyEal3Z+*M=Jgm_M#K|PpWiSs{KmuJo
z#RvrqE~XjBQXA%`y1I&CcSJ8b)5C1fp#?4@M(IJB()*b^?Z>Jlh|Cs$9%b5}hne^l
zw?kd>kkPmkoP+nM7rxf@OXzy)w7OT>Z|`5m8``&TzlNgV8=bG3yOHub!3k0HdMQyDHgo16dU{9bIYE|5Ga1&(XsDm*9j5_eYJ;_Y9PdnVKXVB1
zWMw^(7W$gv6E7CPr-qnZ)k1gr>Y&&hp)@OWj`9`@`sWV`RtyM
z%AvX+_FGJSI!vpN&@N!C@KbC2?%l(dwm8eCtM7f18)TC8GUUkmn@MhQhwgShcu~f1
zZtvss࿾}1P~``gd$)%U|`P0Nvk`_EeQY=^Y{*}hX&_jx(DljeFK%d3mezjpqH
z)`6@2Yv-d&_ojO6dOtRyGV4)P&d)#2u5}J-U%r0zdRvtT+^e@@#jwu-yZp3xT(wK+x268@5B$3As&#VgrfFH(**@u|D>iKk&&a%0SSe2RR9>UU-K0f~khVMUr{NO_TCcdD-YL)O7
zNubF#6*W3B1)JAzH`dh+qF^%|Bg4N>{im;lpV9T`gRbq{+TDJ)=l74W0jqx2*Jpj+
zIcnxiV-m*~G`qQ&r;fU$s^;wt;OE*UneY?q_myv-R`$K|$FC~mcd4%C5OyHjc@f%Q
z78OM?hPH{fW$rZlU*C?8_%e7gBp52>N*HrKX%h&?1ix;B^rJGRM
zesjahoz%(u{P}B?MBQD`%kHm$fylR`mqS7}&
z9CY}ca_gWk)76M2qehNg`1I*haRC~Er(m00BWgQHP$5p
zAvj*B3Tzl)P_UJ8Gm~|7bz82zLBT=q$l9yH!SevWr_37@kTcRZD`b&E5MYzCs;Umi
z;QHm|J7@g-{d1FHq<(xtLM0EFm6Q4S@$&WSuS|cYZWaJq0X6+I$ru_O7aARV9M+iO
z+LFx3hKd%ijI;ARHC$wM^;Rou>#TAAe79H3`$3K*{LIAdaj-_xYk6J~6%JXi@sCT@
zyW6W>Qq7@0Jh;`ZkJP@JVRzf^Q-?pfG%YRd*7gqvAp2h?7iJ-S-|C9>15omMvrp|0
z&W$vX?D)mgiTDbjZ#+58JqKjDDn*F-*E@-UAmkz_a{3rHD9k_WBjOI
zov$V&tfn03+VNm<_wy@tb;Vb7Xxj!6H06mCzni}jJ#F6i#QQ4_
z%VT@`p4{rS)Kqi*aJ|!u=5uHRU)fP3!)FFrW<
zZtLo~bNAB`d-d*JjVYhC*iP+%3wm*-Lev_My0YVF5Y(Bst}a<}
zLyq~5<<8D2nORwrk>4$@!#=vf4;Pa;ecXC(UGJFxZO*KtHy_R!CF7nk?!>n2EB6D|
z^*_RB$t6x}(I5S4GU=arvd>|OS5P-nzA5&{LU3QfvUFksSnpYSRb3QHQ`?~#R2YV@~OqD0Xd-n
zU*{&r8jQIX7M4r9_Q^MGiENLf|2%j`()i?LuRC`_n}VO>rg`^$a693=@W5z{%*5N+
zP27Dpe;;bH`__K2u2|VdYG0smRQmgm*2%Xk|La$aHWE|+{`3FeuUgwU-1GC7j$M9B
PT!@zDviVUOYYzMmWpXcl

literal 50283
zcmeFZ1yq)8+b;MZb^(f@qF|sPohl+ADk>-<($Xs3(v5|Rfue|nq=1xw64D4FVt{mm
zh_rO~92dUd%r~?5tbgX;|5`J9t<8E}zQV)(-1imddDQjXyKw&WhPB(*QYe%S(q~Ry
zq)?V8Q7Fq)SFgl(u643($6w2>k4r1A#+S?Lt9SA5HI`@8tSJ;4UGj(OwM4WLg|dqx
zeNs};o9bfbV)k;NNGYV-cHT6=btYhp_Qs9|M_Ay
zTA%c<*Pp4_s`IbcKY7KU|F75Yk-p*~^{-#>`Sicu;O`*)R}azaPkL9c9^3!)Ls^+z
zW#leS&UKxgoi7CRyrRxds{|gl+H+N4n}DF8u;v$&eNRh%_VmQ`2s}IY^2iq3-YQ9D
z<>ygnckkKb^mjhHQ|XpVR_@d3sfhgi^=sjc73+jFy*^={=2XiRYmRo9J8|G|MZY4y5}OR-si`=w@SEW
zM}7UV)$#Gfk!7j-Wdo|F_)TskCi2?-sk^>Y)XwtY9y+=l->KER>FDHzeck7}zxZ+v
z4G&8;XWE8EM&5qPCbx_tbM|bqS>r*Q?jKaAPMzWt5;|G@XeaqjYMv0=zJ0nsLM4-u
zldlH{Gsnlr|A;)x$ffr7WTb_b7PE4^DwTnO!Pf2D3qF5dZEkK}_s+muruE~;lb^2&
z+`4sZ7dQ6?>Xqv~Vqy*$*S>kkEatRp-@Xpt0V#8H9{tjwH5j4pzP<>@(N5KL^PRX4
z&ZaKCzQqndZ9biRN>z+P^cRx@{dLLITxcf&K_4*APi*Pwo?5KspX-P
z)ZYSx&+>ad+9|q{hK6P<6I0>0Z|mDXJuGZ5_ST-xr5y8S7Q2w==K7~DIikP>YsyEU
zloT!}>Do7%C%Q^smZumgJYYJsae8_h_eMn_|BrV_diSnyb})}dlGbwQr{p<*ffXes
zC3UGLe!mW%_GVUEe)i@n8qd^JVP*-p2d(alJJr+8i+&Z|-{Ok(-qz7^J0(RZ#iEt@
z>3-ScMn(r7F^hTeU-|SCuQ0C7kd~D#idBmH+1cq?@{|oX%XHZCC&g*v&%KnC6u$uB
zi>j)3gT>k&~AG;I)PGM}qpH?8z2qhpD06
zHa0dK34@rKGjejpk9VI?OiMMX-T2|d2jjlRBwcEhhOx0R`u=qcT*nLz*}1s6+xq&}
zoj7sgV^NXrhZ`&IdV3d7wz?-OmZi74-ES+rbAopHgRT6_CMG5@gGDt7>U2y@_kaJs
zdie0+*Fo+Rf9lViJNNPDhnwZ;7TO;_eY)IMa2spK!{2`!1CPetuoHK}F-%hnvxCWc
zUm2b~d$x;cID53KtbMq>n7kIFmz|xhV`i36VS%D?=FFM=4>wmO+x98DjFq3J
zcx2fR7Sz@T!4m*vp*Cc9tzk0>W%Eop=MMb52
z63eN(GMWa%^&?SRf;<2X^U-|V&5u+Q6_@$(T8FNe_LOJeqk3x-SuS3@NT$GTenwJV
zo#~K8%gM`^_hi}+Ze(O+bZ~Oo!^XCX>7c0xCbVM85Ub_3t>}>>d)V1m_thqk2>(VxVrLN{ygR~)pqBw>x@u%
zc=%9v`CbhAft}GuCL^ZpS-IJD+V_YFgi~kk}7Z>F8
zW(S(Hq$FuSPV_h4mkSYBN|A7#QM9qO-GW!x54I#2vK%yh!M^&&6fPFKqpv*Tv`nkq
z3qDEu<&qjXPN^52B_*%dVMyfnKfPyUWaKq*>(+9qgeOm)$jq9y=4#?)K>~U*-%UfEsvh4?h!{_VY8T<;Bym=BY==kc#*&o-LpHYl*c}~5!eg1NIl7lWeq4ww3fi!KebTiK8A`sNwp+~G
zkW4i$^mqBWY0Nq56XOw^ZV!w&=XhmxwG_7cN%@ahJ4%l#u>*XCz31lVN%uq1RMiOa=Wr#|M(Xc2PMQQ&;g;p=z>
z=@VXd(_I;sZO5w;)K$vg;DW*?HGmEWT!WL7lRtm?a>Lu3rm4Bvx0K(chO4fzu^ls$
z|2^=KlCf%vAsw12eQV&07dk^fKYT7LD=ubne-I@b$dOhZtF%sBT%4VQqX0`K&gS6;
zrh^|lzXw`%eA)85qoWNF1GV7#&70I|7OflI-Q9g%d#hq@c6S@nGcp#UF05nZ`FL+L
z+t0qf`)fAuSM15|!1mmbmX_uob3(~@V*7PA9cgO>9%w&YQ|YZ3x0_;E{o
z2BkZia-129y;)Qml*>)|6ciMSLZmiu?`NT<4V@6Am!d<_SI#^yNsH^RqfCw0YH#W1
zb=LM+oYzFzO)T#tjb-x^V
zWfB!$HZ^HzWZ7-7v$M0bu~DoaXlo0rnBW+?^8P`y
z2KN50fq_SlAJcMayr&Hd3p1>EwIr>0;XKzoVC9Q
z9y+v&(v;`ExG$D%&z=gdCFa5#6RuL;_4{{zQ`3%yhSY5tQ+qYLRi@UrwWJ00N
zou5#TS9`Y-urePdmFn62@vO^5YsY%4*Bz^0zdw{~b*y2{vt6qlX2xP_mUukZMQqeLys<_N1#N
zoBp)sv0!#rP_}N{rdx1pjcW4c6#$;|7lmv8HB?VmecqB#4vf#L=W^>Yu=_rxv9qD~
z?yUiai9fg%_+uLeX!VsVS0X1C=4acdhTA`vmVQFF26S1kk?lZ7y=tT4w=+JAH$<&F
z&pmtoJa(SrzybN$?hCR{Yp)Hqh^01G=NJtt^}73Ozvt%SqJ$Qtzo*i(a332Ty_u6E
zmOI@^K(C7G5KV!%qc$R{qBB}n|nVFfP
zv9XTU@u=-tgSl~*`j7A5Uw2Yo(OK4gVVcdnIdjG7)2F4_4=kE)
z-n2<^M#6bwy|lD6?eee!{?G#wi*tgM*RGjEs!X_gN_U;rUUx
z$ch5O_nNH(DWN#@3|G9C-#axs+y1-c>1)lbgBw}IA1|d>;tC2?%o4X!Ed0Grw=6`01^Cx%B0Kx&x4=U*6h5O0R;gJ$Rn@|Au8Nxm6e`;XuGiS
zEpGKR_Tx=mk*{8{FFXRre!W3~1+X6dKC<2xG=$>8bjVyW%MHKH8HY
zbDyy-W`&yX6dU{p9gu3aIvj?ZPtU_M@HO-#d+SFz{+UNX(sCJ1{VS
zn!{|~n)~pqAJ1+O1Lui9XoH0&d8KOa^xJ-fogfrKLqp?7v>eM-1A{BAxvt$UIaw7C
z7-g#lySwjtZeZH8Z{Lb=b`CMm_YT9CHS*kc^6>DSk&!um@uJU{1ws999w-HwHa#~0
zx8g6Qu1&aql+v=}VWkV<-q;49CD3
z{s^UFKI-66SEmY&!d~-n83mk(v@>kTq4DwCPoHiEC;Qpo{}2>N<&t}%R?g#q055Qc
zFfhI!)z!D(y%SuyaffP$^AJa@v-an@>^?Cu0WR0lof)u(SB2Hj~qUH
z_tB$AyjF}~=H@3`f1#{MnV6W!1KOLmWM{m$>%TM%y=6;FL_qwa)N@{K9zbz)1dSNi
zUmx#5-1hy1HQv)*&L+
zr*<5%d2NVIS`({uHYGisG5VbUo|X*j(~*hU!Chqsyu!Ec*ue!bJdA3^(TLr1(*N9k
zTur&h4YzlCY-os
zjzw7aN_w-^@6S&zD=I#l`cp4RP(B9z7gVv6_V)J4nClaO}g)z#IXm0Xo+*Z4~Xj6(e8*K;y0D&_E&
zv6x`2c(YI8u@7uIIlLmV6SCYMr?bsj_Hz99xsM*zsO+FM`u0ltX_E7#`PHje72mfo
z(a}A5X0?GRv@^xAs02~xUjk%wuVu7mn~9!9o1opY<@N!ED86iTxpW2tqSKa3T(Yw}
z2&H8`3k!>B{aYzqH^*v(b`lK}eY4s|1O~B}PlB?ndgY2A5@m&VXuyMMP|eT-O)_^Z
zy>QRWov&qOq?pf4^n=!|ll421NJY&RYc)JPjJ;NEv+b{jJjVOZq?YHwPEqAby&op%
z*v3H-5qmw}vh2Wiu2tPx87)_g6)SA#=EMAGjT3Y6EgO1z`k!-yU18cPEZ7j+V{~Pj
z=(p}Tly6`nUio>NDirK-dUCY@N
z?sGHnKhvH=`6(|Cte4#&eCaEVu0-hMvzG0mi%&bC;rgc9EN>sNU4k#n-L!cPCky@JQ=o>b#mpRge;
zI?-RdB9+(hM0y%eK&pAvlTqqpl5SMNFT^363a($jUP$>)l(g>AqufqwgI0`f7#G>k
zx(h4awzuYbMuf;Yu5&_{?gxi4_lg?vuzq%YL0zvckYZfD7Np?c@9$pMd|=^%`w{=B
zb-Vsf#hyK}>;Lcd{%#f%bg=-Q>#UwvZUh(eOO{!WSXS7qVdXb-POT`T)t1brL@eM-zHwIty|A8Nz3ul>Z*l>_TH{?A;-@O@^zIl
z3TzsX;TaehEZ)X*#JuhV=DUo^PfAU7E!^^VtmZ|@eGBplc!b4-MSZ=%$uceMlwEY6
zv9^2o)fsxJ$VG8EZEY6W03pYx`;^qAgdz79HZ{#{P&u)*p~nV4NHyJS5$NgZLD{*T
zks(5WSelsY3_UjV9ne~E;K&qiadGDP*~vTLX^<)j!UlkY2zR>Q5!mxKgonc-A|LYe
zDX8P!RWX~N12$I4!484c($ByDe9&tDb5XAa4`H#kW2kNSE^DDr@rAJKg{@ouRE#QKHWI-;h|CqTaoGw@jbjZMY4rtjjShTZIg1dutL1
zTKM^{O#Fm~#tyJnovT-0b%y}8FDcw0&}h3Ca@d|
zx0jic+ANo-C=*~V;N2%YDp5)Q)W2H=BdVyUGJ5#KDwdyvd5h$_US3|bJ9lnCPn(0k
zftB#IBAM(6Iyx$JU4lg+4xfQS4t`-dH)S<9R7m5MeC+R1lq;azKeGoQ?aZ0G4aHSs
z=vc+4SzK==sHa~BF;UHR5y8S4u2#|h@b&Au`wZL{$7Ii(IdZYb9
zT1LiIV97;kpFf|Onw};bA49Z)0=lRR7(qxg&?die6?^2R*dx|4SS5}Q4*4HGNYd#j
zjX#l=r{{N@b2#cavK%_w5+i85eEBjTUQf&iC?b%7wm?U&s#1hqbFuuO-5*t`AbSrU
zWWY*@A8XpY|C|TAmlwqZ3t1^vZ2&B13QtMLzz}8F*PM0elQ#O
zWj6v|6oW)t!ObWV$6%o-<|pYE0ynJC)YL3G=y)sxO8xTX%N66q|5=1o&>(#t6A=fl
zSBFW*7heunNHF&yaraL#TTZoKm%lymzS5B2kBc)nfi5~_gMjFC|8gX1h5M6
zR+rHwp$CF^+$|Lf5YtVS%uil5Ph!7$ODx%CLGv
zBO-2M2eaQ+p(H`4d=VHJ=Q8mZUo6rGU6*2|yRi!rz^gCwwzjs(_Jdl4Ozhf45%6D6
zs03E}vl$S=W2aBA;^*f#E{uT3b`+`_1YbTu!9r}<STX-_q7|le!^eE?VbP*^mt1v#qoRHcXc(jm}VXezgn%}n3x!-igxwh
zxxLFhdE>%u-=?IdayG-<5iFV<3GK&}slL4`eY-2xl$&r|0xh>;O*q}Z?deI_B*^zv
ze|l>Yq%&V}Sdy<5qBjyNa}Ki5^@Id&kHr<@a0O$p?d&LgK2o(phW7;X7$jDe{s~e0
z0rv6P=qK8K_wRpQCvp1k<=yu{zq5#8ai60DPdo)FXQZiH=LD`AquMi=b44)*}b>80Rkvr7+$HIZs8eJ
zsnm+<47h4&co*&C7rZX#z20J*minCZ25PSG^b5+$45z%AH=w8>uwt^#^YC}$T5ifnL^{((n_;kXf@OrSP6U>yoid$X@9ksM{EnQ@31W;*i(7c
z)7Ja@`*X|&`ukH+pnJ-9^x4|mpRSCOeG(M(0NMq+S!15NgwNBb#E-PWy7*EYzY&51
zr8+Jn>U)sLX0(T)$w`%?7uB?Ii=`nFiPyjU1vXj|Z^(KMXWzrh`l=v(Y{SkY^x(fM
zC`1o}cwU!cw7DV0h?-(p8MUD%UhO97@!)olDOOxa8*+q6&{-Bj!^Xx&)EPX7!^rP7
zM4JW6A}sgr{rl7ukPRK8DZpLB5ZvrKj844LX{`G?uuWti@z~+IK6&ySbh>822M?gR8ttL`7WP3w}V@MCHUP)b2_
z^G--aC$C)-Kr_@eHeL&c?K1RX)mB0M2NhOO&%NOX-}3bQ1vPOBPo!&V`T&|XiBZV7
z=45AE;({o$%ZaKJ7Pi}Ia^N94pYHIlB4b8|#oo9?J}9s|#GL5iOj9VLqFFN3@sKbG
znO99S-G=}5w8))aiPcIpI`rn{m`z`2Wrh0zfdK)(@~=~`Ub99L&@outb*&^VAKDMB
z^1P}Hjy~=3;e!?}5A0hUS3y22Oukb5_~pwDSb0D#yZQKNVTD!a9{gwbgRc2-5#-zJ
zzh_qF;K-B2o@-SC)q=MlJu2m7iH212#Z_YZ_h#a&Y%zCVpc54Vfd(2|lVGO30D%FcrR912}DVJZ;rjWeE`mKDSJ~H=~_QQfB(En9`xJx6qN@Tp_
zq#xquBqqMw|E>NfFMgohXMNcA7n9S`4Rhc6=LaYMN3%}PKhiTWTpno3AhHtJ8~TF5
z4pF;!nOS`(awES>P|a^)df|FoF3dUlx_$NIJ&nyEpKh)Rq8tI|aq8zyn#cbBF%>HG
zQbdG(C-9OGmxqpQ0c=$&;|NmX^KVNg=`nx&;j
zM8p-}Svb+eg=Oa4$MFv{s?<|dL#zQ91FE=?=GvuJr?j~i4+Ox`-P;?R($~{-AWh{}
zXlUrA*?_>nb||}~t^?F0K^!DK0Y1sCCr`>bYZW%HUAJ!d>$LV`m1mQe%0@ZX8*dA}
zlJ&@Vu=4ABmuZ1C)A}1o77%v=DtS^;(lH=hKGQnBshOE@C~k>18zpI5K8y4I`uUS0
zN&7fBSgXBQnT?;H4(JIj{`iFpKbSx!WlC&pR23w*Tb{R*nrlrt^cB&F=+Mw(
z$vIII)#c^a{rngyq3(+d-SzL-;58>3Rqp3fO*)qB?XuWgLrsB9bO#9MVj~tkKl+c%
z+c>8ghesP&L<2I0jCchLr?(~wM{xzkP
z>N0(8`KncgrKKBT^(n*)Dr-UVR!-E?+}kyKXtR`j<-VmgRL*(f5dSZPUJP4vb38f1
z4_!CWkv@YVw({9O
zEp8&20P+K!950bJ42`t&X`3T%KXow#N^S`WFiV!Sw9C|lNM~k}CTx7-HGEF+`Q2h-I}v(2jz2IaC?Gi~83*)t
zc;33j{&Ezy!BUzma`0=MA$QV97aVeKczG*bU0v&tHbDj9aQD+jTxb<`GeKWriHY9G
zqJ(PaxgB?d33gRaI4w
zK@tE!Jf)+v3&yVE%zjo@9rOsp^6=Z2AD{+pKl_|3#&Sa@Mq0Pxl{E2xNKe5m`35X?
zy6*mhZK|6D;J=g7JB67hVGD|0-d)c-cOn3mpmD6ckVbL-M+G)BGb_rSog6F%uIESU
zg`#J%tts7tW#xwL%hA&*$F#KSoi27Tnym5wAl(H%4os$y;^^#5Q19w>>k5(4KzK^4
zKFy2?rZvJ-6Wa$r<)Mckh9%&M-W>rN;ydB$HXpZQ9m6j87eFM$MnTiVA|jUR$Kv94
ze+PZ8#dT5>
zfMd`8{VNw179N*eC6U;QVbpmjUCV&r)&ppvlN8-v$2e4P5VD(xXXAkb2fS>jC^`t*
zKs=Ek`8T9G!a_qSh&O`6oI2!(_Q8~-$%
zsipA85?GONcZ)2B3%CKMHrWt=8q?*<#VuO0jpaTd_$7)pPUzR-hOyW1n3Q|MVUrMVHanRiTls^Cn^x5A>oSyLxeL_3y9>uv}WOBb)feg~>du
zkE2LOhtboQXuh|kA|(qksy9>qeAp%_MwKfu0g7vrHf`EO77&^ss{IG7*%*De<;z#B
z&;>2^n!t3WT9hIV!cP>~)u%cbxKusH#%#X5;HL(>kx!9BvMUCz#_)nOmW
z3LwUfini-*(0ND{%Uj)MxijthW4rgRz9Hkl3V{~78nLPXWzkq(tEclIaYh9uBPBtU
zJ!}EC^FjG=<@lT@Oy^MVUVv@_?IyhCbH-G|yL>b?a*Pes8{hwaH;MnSb8FcXRonsUcF@6F828_D-BrOL!KL#*5P&4Esm7D7_Q
z!EU}ohZ1X&t8OzOv1dGkXk7IGl%izfT9951J)V1?M<;l-Q?7JL4w)p7LOI4Z6OM
zAHJDtsOkcdmd4|j?(kp2xtbqE=}
zg2F;-v`f!>_oP!FQ9t`$cPYn77@dM-^CEXGU!nr3voV3byzptPoJ{RpfRQe?W-wNl1wI#+^rA?;M5h
z&T*Y(34rJ9gnnoA!q;~Tk9O_@081qkiRl})%F4=Hm?vR9LqdK7&cPBf7jUYhI#E0C
zk}#C%jW9M&qS+olae{99_O@(hYuc{gy_fz
z)k`WbKAww`k3xl@na|q33zMot_Xnag^EY^0cFpzi*(BA79(m#7#qcrJcbVIRk2)>`
zY9fJ5NaqHnL6SI3003^Ndg;<}1fPZ-Y^JR)RJQvsv8z`%y=gZYy>Mxp>uMF6+%uvk
zJ93&fgv}z+bmFN?Beb9@^E}w#sm4AfS7A$U$JAOPX}06AB?UmS2ubyF3=c=%wqaCx
z#q5{-kR_29_~f(iY!YHFk>ii59P3l-e|vw%bDh&`9Q{x}s%5jNB}6Ton-e~(S#BT#
z_KcGSMe*Szn+{3v#NxudeDwL9zU^6vi9ypSNF339sv-Nv*5LBx8yM2;q?Oa{FA#J+
zY~8sYZU(97rj2PE-~un50a(`{;qDUJ`Duy0&`Ga?)4E|45x7T>Hg4Q;ICO&U&B&Kk
z$FTEhrR4hqmysj^!er~PynRdO_yq)xBkyR{SHq2rj;5ZoZR>H>;K;~*o*Q?1VLS>d
zD>q}g7s7wr(wLf(Qnhmb$P5*G%WJh3h`rje%+rnI97m$(o}?ma>}v)FSK?$<8=eAdEPf}Ec12!
z-Dg#DlPLp}8pm}_OKC*vH%YJ9IYZ;1JWJqL5&xZum|&!LGnL-DSAI0Pq&6TMR;0dJ
z8)nNY=w4F*s>z1sdm_!qfJ2Iqk5lFbPCc)uJ$*@Kak|W%7*QZJ>vtT!5ZMYbPF_)Q
zIa0}~yVXz`fB+T?E@>A5p;9Q2t8*LtZ<0a*@8H!`ZnzaGa^GHxs_3~BWbW$XMrS|W
zsQeGK|0tYvmsMwBZrTB{OcH1dJF$ucn;;8fMm}O8SR%Jbd`q0*xp_GRXml6UIyh{{
z@rQ(Rw{G3~6Q~SfuRYL+JVmTKvxl0Xs22b-S^mtYdXL48+aYchjKLo{&h|URUEa&o
zKKApw1GE%o)&9xS%IZ2y6@)Q~jQtY_hDZt*4R6c5^LX!VptG^QS{kr~n}DN1FJBU5
z{eVS+8J+OcSWhJqZ5|l4cHrMB6nj1bvFhJNH%z_<=t8Ub1lEA|N-ZiXijW-OI$?#x
zc129u3QuSAr;ZMOa%XMRU`mZNGotg0fcl;R6*3HljI^iLvRc
z*7cN|&AW?HzRP+j#3>cSE0~^>E
z@LC~;0mAutl;a58$JAJ*9ASw?#~ZHo)(GMh5(5y2Ck|KrY0hGVhJ6d%3gq?{oL|Lh
zMmJFKc#VurYu2oRqbg}?%7p`5s!-GK
zkyx_3;CZ5)pF$%~avC=tgRfdaF~N#E>@c(|ck0(VWs#4shofsZowii1L9yI}5aB83>t^-C=RabAnNh5yYl1mH12?U`+IDL$0
z9v)xFxN0?wEYN4csz=nIWT;u&iMC1x4ATuga6M2J2}l2pu4`iA#9PG#W
zoMx5A4YpRt1Ld$r?*H(kf!1lpX?sjq*&Fd8qn?}6{aSNV<9!z&YkRP{i%A};HJ9<$
zTx>k^H)!O2h9ckez!
z#Qp>FnU#8fMYu%-o`k&ecKx*x>B{e0(%Jtb)9?9TN2!sw|NHen)oJs6{Mc?UMD2N?
z-ctT49yl5tSCI>q_XW;E;RL0wq2X#?Ufv)HcdZyXH#c!2ej@~mfWu0pSUlmbppeCD41nvbff4ktKn
zJXJKF98`J0l4euAC%-s;8${dZaJ@==ATWBKVVDk7%+V9;xFtqt<66b1L8v;yCO+
zh!3Af%Opasc#9pB9+~M&?23(h^TjW3u0zAQKUJhV^yUZ@rYGI9)D{!y*W~gaD{XNMFPmcSda&{^FhX8Yc$z{4}4V
z!biP*D*!lsmI$i-;M^@4Lj~(5$9k6Go&V5!(=vR922g>h5TwS~Fy%{^0`N=vXrgME
zPCI8BiMb)qAr5Jv{%2^3S7GnRBqYfC0GcGrJEYdv=1!!tmT)F!zb#4w`i+NXfit6Z
z9oE!jh?SPbFH?JOsr%*Y*GlLCr^W%a_DiF^rZl%eMYE6}gq?}b9|ACMF?p6Cc*V6)6++RLa-6v~!PQn$)Wf)wVcxz09e|LP-8x
zfY5>B9oFYgs6J;!D=XV(5cEXdB1agGmZ5o8e;V4jfcEqk6#+1^o#MQ>mPd2jPSq6`
zm6Uuzs_KfRtxvQ(IvznYcd{sK(>p^t2u86M>5%|8>`=|i&It~%3!02UN;*%L<
zn$@%GcH&Ap7PLBB&Vc5j9ln#wfs~*-8$6KH@mzi6X~-OFE5s-3PJaWpUk`R3vH1+I
z@7n11LkQ2bNW+Fq&zOM0eI7;!Q#CmBb3BXdFDr6Y6a8;5o@^7;7m7_#dlz*tN>`f>
zZ=W#aZix>8`Fvq62j?BCQVX4_Qlg-`Vk2!4+>p$vW<#
zw2M*0QW7ERXITT8abd~|3Qxa$`JxE<2NY3SeC}huik9O(pe@rXauTt#?GB6iYm7e!
zjrf#KsYq84Vqb5=7J$_ZfbO^P=^PtCD$K0(opE(6w=sy)S2_2YN+2o0J3H;_%wLk(
z%zrerTK78eI4_8LDTIg+w5%vd3mIL(&TrB56qS_^#xsf9nMTQl1n)ch{1s5NwD|fY
z4h{}@2zRsbR6Vf%kS+AVNf&6`Ye?F-pp+AzlsPOj%!)09L+iPV#$jUnww&s8R^8c3u
z#_=K`AV9;u*|rCIC9I&Q5F)_6?e92Y(LF`*qT}(2jnZ&Vul2@6>x0!itWi`_>c9^F
zObRI|Sy$-IjWWox3gQ$X4xgJPmyul(beJEpQJYKY<}b;v=mMW$7E!^Bd+gku&++0c
zPX=pxvz9CM@o^s_eev%E;4$=1pwj9g4(X5cX>T%nW68B3z<&ep8)+~}6pnWW
zHL|W&Qb7!nwN}g7%x$WWr4t8CO1G$JJjt65%&Whgcc{to1f<-+>(r|{CmJo}AXHel
z-DcEBD|Mc0A}cX1N=ktyKji3SleNEywZ3`Ic#Q@+th5iLvuK0`QD48=oxsl1*F)Fy
z7dBBY6&=iGEx~6yES54BAX)@KmwHj!&r&x>?Cd%!Gq1V!omJAHu*xFelGA94EsqPAOc
zAyCZO4#CqGoNwNTmp4EJJZh0QZ-+ozo(UWI(59r#fERBe(LM9?i$+THVJ{>USsyOM
zuCsC=qqKy#z}P~VOdLe5WgrZ-eQ@@Ed7mWk+88kyL&@@kX!n7zA>W6kp&K4WU<&=xx&n*Oa|Vw5OH^!ql<(8E10@JUC;)IInFH_ni@Q1@BjN)jw||;1Klb%&0%b-j&hkbAe)!|_GkW{_1abJ<
zvn9R7iBo&NSEUmBDhP*u$W$p{3(mr@9GT)`#=}kWP+=?KFU-zbqc-@|0
z=Jrcq$-yRkOOwlqyUPy|rBeRzAGJ^QTc^JV2!91y6F}1CT<}p5B_*Yv+C**A>!Fz(
zigyO$8pTGAMlnI_bgwmJLEGIX;pTF}!D*z(;ZJyO@T
z0E&S~i20)?Xu-Qeofd9r!5jdm>;()m=YeFj!}=S)tk41SOVJ?|6Slcx_qo&N*~6da
zLKa8eE3kf$Cfr3p6o2uKr?75-0L7tbmIhkn`U3=slhknTWX@nmpZ22D(*Ib8%xWlv
z5IB$@{Ro%DZs0_G>kH;%2^!%@Yon&Nx_Y4dY`Xhbz?4c{4*^nL7TKi|wMeVee~X}G
zQCmhOz&iq#JHH8*eM33RW@KC967JLV1uv6Cy(!H0O;*m9oA72H5-bDx4TZhEy(7P$
z%IQOi?`h4;liRx-KdY0)k2Wk0(JVgZb?rI3LA$oLw(Egl>1TYrOEBnMBuc*{8cd+&
zadIU&391@%2k^iO6hqHM!nL#)XKFKgq5?kZChvX+qU~*HR|dksAT!!RH9c`p~qxj$15FScr^%6J$zb
zaq146#^>7%Mr|jxPA6{{UW&x9%K&g9`DCLEz+(b>kz{zSJB!VT1545SgJ|*MpOs~M
zZ)NG?1cb=!pLa~hW1q^2XOy39cAx&LebDLj(oz$Z^GIbnFEKwxK)>A4;ge*I=gq|B
zku~H)aN_hY#=I9;G3ocB$*4`)Y}Vj@iG8?2RlR0g(9%fPi)dIC>cP
zijmwwnLp-whvV-j{(QQ}(HU|J#YpcVYYBM?Ti)}8XD2O=tZq9$)rBE}G%nscKVV-8
z)a!!VJde?{#z!4R!^w(COe}*=KH3>*(P^JItBIrZfvpP@=>+)#l2=r6!)O<-6b7J<03?^%VO_~sUmx*^FvLWKG6%dB^2a_>G$_Zl#YUqpc6=4f;
zxu)Pv7J5?ahz4Qr|Icx7YG8{~U&35}>w+2K!`Np>=f^6geGrZ62yC6xM-;X0<7RSg
zm&~P2|6L1R0}iLe`1m-fWm+JdXaW4v6<7pEv4GT&?Of>4UWmNMMnLw|*e0ERPkdIz
zD|Gnjehc?N{qF%CKTgn?rMLoTIsUx9D!}jvUg$A@^Ym)_Leed;!CdbDG=7Jg-ieb8
zEyW51GyTzCu9_7FPXjUf=FSP+A!*?(=gAUDTBO6fY(9T@H>3{U^h`6*nrT=;!9bL*
zN4MY=`3q7QGSWJaE=;vgYcKY>6XbNxCtfvq4_Sp|MH0HT4PjyIy3R8+
zB5KyW{O<^`U<7o@25DWKbtedr9I8pnj6(ZBp>HUDx-?D_cvYLlLZ`*Z=e^!n(Jjb4
zZ4{sS8O2N9JdW>tTs9gf)i?rvY@R3_BRaeMe{i$8L
z9_oW2B4?y}kF%5S&vJXy4tTmx-Esd6r3dSC<|E6E;@dDDwMp3eLYq2Rj*K+q^HzBw&NUZFK)9aD2Kz6Iyx~
z2wK4&FdMI>ra79V&_#AhQe4yZR3`CJ|FS>Bu3G;E>R*~}KkN+wSS!GlY)D<8wwBl#
zWI|`Nu2C}(j#W}r{L^xeZ0tX~fL;HciFg)o#A(6*S2|ywZokAryF@3O#I$t4A&X!r
zHln;aV-KdzP`S6)vOFHAgn@f
zy3zn)PV}bFND6H?Mn;c}A=$ZPTi{XZ^#`HNw9snplZI_9aP{-!Ccq=20HRAjWkvB7
zwQeA#8xAXhpgSz{sYI)Z5RjC$TvfE~nZkLDhIHXx`{wQ{o64ZGRwm4I&~A
z@$e8hFdD%!&rW1QvY}0fwTOt}k%K+;G#JflxkkhTHKmsbYfxVo%_p2`*yzT
z%!!(fakEvjHLfwAJ|RPyvfi7|@tD+nIk9m?l((A%d2Sdt2ys0qU4imxHZcLnmpA?0
zV!QbCP(%*;hODFGG;^T!Xfy}&wa>eqO+zS@!1-Zs_isVk-%C7en6`^cIchuR{2tGi
zABmQG>^9R8&15DKweZ3wZZNH^6Km`{mC~x;>)2d&16|h}6tD0IN9Vb5pC^+YU7>tq
z0{4LfC6KM`4Et9wYCI-dFZ2zSH#rjxtoVe*c3}mH=jbK+n!r5x>nRO-K~H
z^A0SX@4#qeJdRG(T>;p3FAVVU@!`Iaj4G=Kv7GEsB7NX3h!P7|x^<7KIvfCk2|Zo+
zmEd+>;5RftPBu{0z$YhiQWG>4wHzl~f=;QZSN?7U@UvqvSZY{Lp&nuLJgQwBR6Ph~#0
z`yMb^BUCc{^i^i;5n&UPfIm|diqt;nxB*Qpi&MqlrmKTY4Rdy5;Wrr+yZ+sqrwVIF
z7p%1+`irYro|=z0Pt+exO-&UE?e%bJyT$to?Roakdt8Q%Tt)*)o*J`Des;}`k(#r1
z_{o27Z%}UU!Hd^Mq?j2s?3n9v?vf|Jrf;U;O+~qISnJnD%*+2giZM4?V09|`bGoPW
zvk&i;ers41o?=wLzhmcDrZk#9ey&1siTIdLSdD2PptQgudJ1UE1M&4dkmN;ZJUEpy
zaA6SpSHQUH^$t`^BPeg@#m1}f;enR-ZQ(y83IMYa5>K2h(4L&{t~Ir_2G|fHGu;uD
z=)S}Zf%sZxKRrhYs7NZK`MS4|xdeZtYj0+Ct~>1(*4B60Q;g((J#N4V__oha!>7?a
zi<{V4FdGPv46?0JBVME3EE<{s4)MWz+^eE#t3(_FxGDPRoR0mewK#>1u0_l#q7I;Q
z!o8^Pbh7|%Ai^23BEThr38x@_CoGN0&(ll9X4AjpAAB6%+|N}KpCkRW0tnd_>3tm`
zfUEXT5LANPTAA2n(^FD-h>5BoC*})eX8^+cum%8V;R@+PbDf9sO0+?O%&kL+FGS-$
zRj2`}%>Rh3G1BG!5T}K-=YBB?0vG~M_dgk3@_w0dANb(p{|5R%HVuJTVU|9Lz*iZ1
zZS4hos*-}|`fWZ4)kot9XBbW&KgWHz|2m2?Sc-U;b=-CK-qws*j$amhCXi^PM=Pgnu^wn=1I<
zI-NPL|66-+9!~ZD?)$Ii>C+&Zq)E#Vl{62cQ7sKr5~WF`R0=6dXwW3dLL(}gl??Sk
z35ha91JWRKqa-vb=eo|m&R@T->wA4apFW1Q*8BCk@8|uzpZD|b
zO)A>Dk#q{g3;)Ay|ECn|N1y+hQ+3M}b^Fbgb*=oj<#FEr7j&vmQB{?bQ)9#jCu;vi
z+b)aZe^dSw`vc~Y%O=u|%AKMZrQ@E4Gw9=Pg`b8_cL9jdScG2h?^hnF68IsouR+o
zrArqEiD$^I5j^qi7esSr3~#~X+V{qfZTEAE`C8^mUk5qm$T%dMw}ilWj3Ub24;U~{
z*^csB9G8Qm%k~Csd@Q@^c%0uR83)s$K3mp9`(f->`yHZG>WCm`!E?CcL)5SD%A*T!#w3X}x9ggs;!n&~liS
z*!ZhjqyAIGB?04Qyon>0+rH$-(>WG6L(y1IH|cwtPAyzmg{{F)3()V^wAeqz{xA*t
zD*`MqZ5j_%6oW;e2m-$2zncHRjU|#&)!O^h1%3-dd$XD84;CGmOP90+3gIExjY
zQvXj&j4sRyF3+y)eI@tYwiDYn6&`$dwCLTf2M52&o?Nv!nXeOJ|9IRZLHSJZY|&uh
z^2KAxto*x|8eT2;c$OFTNnzdd*o@o39qixh9ygtT>G&4#iKbqYu93yZYxeXwR#SFB
zni1N?J9^Wd=bx*8obNcL`;!&sySKTU&-3B)wPP23KGE
zE%zN>W6B5l;qpqvDB{mr-~YQls`szQmDRUGG>YA#|6w}5dJ3J(hXKQW59vQ_Nsyn^
zmG_n1b4^itvVF7vkf0=+{3PDL?nXXn9B}H!yLTss*2ibKT0iYS>kqFJc~ftapg;e6
zQu8(OvOc|8&SSk85n&%)es$5!!Sr-2ZfsobpM6M*93b=bp5D*TARd;uJ#QW9dFy|9
z1lF0IxRLj&-MplSk-sh+4|B}h9rpFz%w9(0D#ooy?2oCT5e>{Kn
z%P{BX*Ve~8IQT-hSMIo5-=5XzXZ#pZ8S^78f7TWaWuDe~KS{f%wtSKQ&T+j8^HvPM
zc*%6c7xC^-j{Uy^C|5+p{=J4s_2-SMY|ZXdaK?V#V*g$qF;pIZ=(@)}_&p`Lvpv(6
z)Rk{_4@w&SS?BAsnxe5KR}$v`FuPOGs>0K4`TK6liTambUr@PTdSTm0WBEqSszcQW
z>JN4j<@ctY67O5*@}sUiuF)CyF{a#k=Dp9etG8`RFphT5{&Cse!TC~n_=zn_eCc;n
z#br?i*TzQ9@9=TshIzh^&Rm+C{|6i=pAR__Cs6eN+ire1Q-^krFP#g{GQ$bPpCuF;
zn?DxzdcT;6iLFK8x;R6&3?<(n1q8MW{PuND>mFcXXw-zhMVEA9M=cGVXjbD~F28wbN=TbWw(J^U>
zI?yuWC;QlutG0eTBeLV)lW8RaaV!y)91~w&VCghVE{MH%6mE1q{oyCjW1#msW`OjB
zmPB37I31Z_Vd&)wAS9Z6J)ab9xYJ%JS3-HO1-xJ*!U+i@154Voi#sMaCLm5`6k+f24$m`7w`q{XYI{fG&Ni%y97${amj>m
zA4(UK(pFuD8PPA41ET~pEB<@&_q(GW16{7@E1NG}dXiB^8#utNWyAmc9?>&~p*u>m
z%JBAFITH3!8GC$xue%xx>A5J6-q{J7p|%)($m9kMr5&GPdp29ICe^SK_t;}gZf#lj
zCD`IWk%MjeQOHLq*%bIc_oVH=F;kQ<=T}$I?xv%%@bx>y^L
zOEMQEM(1y~5ij#Y`=agh`_eKTFlf-r&?1u0?y47b2yRWjb;6_g$#dV{<5CMt
z%KrDVV~cmGdrf|>IkbM`t+h1
z&V62g?dvYZ*@75%B38ZA|B;%m
zEe?U|1&cQ?M)49vH|q@No?QF#bP;PTtn)6+p}#U&1oa?N3Ig6zvx470lNz^DSDX~p
z8B#~`tA_~o>!KnAAIb57mIxMtU9O_&2PQ6h^XG&OgTQmjP&-ob_Y3{EfFCHtz!uSyl?yg78l?r-{6
z?KKjLj~VE_94YxL03Swll!v)Dd^cPpxDPbZx`H1U2&H;k^;Yq6>VyV-pGL?k^H}5p
z4WITH+$ZoIqk+2;`IyK@b?9DnQGCuuHnOB%|HA;C@%3~GC)|!x|312)d7n4`_PQO%
zCnpLbo|5h?phI-RCST$5GDmoyNvs%tL)BMN@(O*pvfckKb3;cIM1JjA{N0d$I?}4Q
z%c;{N$?&4Ryui|7YS@a!|Blaisc*|2_cZ=DJ|kgHWPnuY$ZAW&JYH1(M>fMjUI7s^
zS;*2TVWS@1pdono`8Q1!R#3(;yIsFzUl$y8?A9YXON%c2
zo+DsL*b2de2&wPjY!Tig&tF3n^WC3#$Y7-Xob|Xl-1)kWGNR~oQFhY$HC5Amqr&ST
zc{OBa2{)`x)O~EXrr>h+nxw5&{@p&R<@Yf?zs1H`C}bFRzm)M>bBD-Cw*sqeezmKt
zD{l3BvwwE!am@||se3FHJ<5)MKeVQ7^3?d=oeQSSiBtcbI-=%usHNhpZR4d8`?3W?
zA$`%fb=XOJ#XkswOE&!Zo7caCkG)|Yd!}6PSMK@PG1ZB+
z$zM9U)rQ{su%KhZrHj)_`u~5AXwHb+)4G&ynQp0gVh|L=Kk|dyOZsvMh|^c}569L=
zCDA3V-czK>|R8iKaIoP}kR|D&i)bgyAC5Ko<%^Dn}-5UGHvs0jUpq$9p$M?2*w
z>+tJkvON>=anI~JoyJ-nA@XyA->>?lCywJ%uyOVMi@cCz`!Vm%_)|oGRn>9OIn-`&
zTwmDGOuBygCgB$^%E-{benE&x`{-By%GADUjnKenOEGg4dRUsazb~XE}h(f
zSnAFuZf)zf!^}zkDYWY-FrpkqSnA
z>C_;4TL7mc0uu@40v0lLx2m`4oImNl<<4=aCu=~BD{{APV6z%diw8oCw~v1eYftKi0cO5Z+8?BW+hXa19WsA
z2w6SIuj`Ft8YV4Y~a67#+_R!REwhvkpM3KBJcUgu
z0CPbn_WIFI`r#m*D<%Qfh8z4ULaO4UBX
zE&6=BXYgBB+^V`%MPsgbx
zn-#;fL!o2VAlYvv(_6@5L{TMZTkAIyba`MlT%>2$-ZieMPH49E#_z_)glE+UHgBrU
zkq=Vsx6dL>%~171XrAVk=K*v3gs)OqXqOjq_R`8ObGC*bjatAw?*6AT>j&TJzD;xg
zmVTmd)q?yuUyt-{#alm)d6Ss4CAgr{dH?Uq%bJ=Ab2TRxc2NqMEX%d0lxQ41s_pt_
zc-@QPUiPT9k;xz8hlnGGckUF#V+YWSgq=Diq1v0kq`dH?!O>25_&~eAEsT#T`(4v=
z4yyr4ma1A>ZH2SK#EDIW84PmZh3PF!E*Ek~?h!Na-}E6bBGYV2!(>54>7WUJKW^6B
zXTicNT{#SxXoyi>VezRo|5D$6{hDmqvIUQE6YKIpJI|Oa8AK=@k+#91M=U{P7lL`meE)ou-Yob<$TJEsTqG?Jay_*>$CGU
z6XxI*&=vYwn-8Rko`9N|92JqU$P`Ox@V>dc_~uuG
z!TVCYCoQoC33kOkA{B{$Nm*G__8LGsH)E)8>^I~j{qa>|)?1hwV)BCJbWNjbW!uIk
za_K}YPHkhRV)Vsmxma9ANTCdC8EDi3pPTz3<9{05zmnqNwRXPEvSp`YCLETwVK`iP
zII>{jpm@2&>!V|xweV*sGMaG+Ujs|r+L^{aByA(D$;4P
zjtimiF5OWK?&A%&0w`?~o*!yp+I7;^maO*>8(KL(7UzCuML$wi?AC1$X;~GkTFP&Q
zCp`gnX+VL~=g+rd1|MaaM0mk6Q`AH=x<+dlRt&-$0|Kwfrw{In`N0=1yp7-H!C19$
z9OOWrwo2R2RS4_8bmq*NCS)wri*tpE8RpAv#L66Ges`Wf|B=?^Ll-qJE3C>yRxFVN
zTVbbyqiq;<2tH$CJ({0fz5_;3INS^8G2ymE)2*2VYr4`8AN~q7@*;6eI6GH3ezCOn
z&xTk`5~41CLK`GZ{e*oEHlOVz!ugPWLM0UyXEe2z%&Dk$#5tV2-HC*ABIk?kbpuTG
zqF%GAue0t$Tp|0(I%9#xHcy|cNxzkW$Sv6jh}}#aM&7}d#{EZ)Is!#u!%fsSy^u^r;gudjlfPhqpy=b~r{3U-H=MLynG=*`-@5r2^=?Kj>s_enZ7Z2AsWuJ1CK!rZ6qvl|oT&tJcuGde5G3)4n-
z@6$&p#G(;m>6{wgwsB(;Jyp=Ofj9XqKv!wjc2=hw2KL<$wGR!1neKQUsB
z@R5(7lC
zyK*w#7;J;>hAZEQkFP-s_KJ2{S{>|U7{){Nxo1Yl8LY<$Mob-nq~rr5oaBXg`{A-S
z2Ct5q2J~kZVTSGT2M*%H#V^K&s4k1ntM^RF!j@|fVozI+amKXbS2Vdl*VbAQho;LJ
z${qV4@QFUV2!)%%V_B<==(QkteECrd>BAxdFowDIvH
zyX!{{JoJ%g@4*NuFML5q63%2ke_h&pX~a#DjHZ-p^l}C=>?M}j2DV~6QP}EZ0Nq~lskU|!2_8S~rFO1eLJqPo7j!vZSnM%`J~ruHWu-yXO?Qlf
z0937+tWD-%>vXWwTs`7Ct~G!4(N_^Bsj*1E<z%
zM9+!r%JQ`8mQ2sQjCF%J*pH&O;E9k)IC==r6|ruCWl>*HBH>{Xd`sFOkk1zleJ2=D}!A+&DZRbCLjkcTgT{T>pCo5d?=n{4N
z)&i?}?729h4_%9ji~HDJS4O`eF-dSx#^ampz3-{Hhi1Z3Umj1@ov-msS$tKS|TE)!KFIKz@7pkt^sYrj!}x?9{vcgIs4qsRrb{
zlb84TdeNXp9oNG%Eg6v9_p>o#CfM_J{7?tZ6@F8#sMV*CMlBaF7OORb#%=B(Y`Uo9
zgb5Z_0G$PH$H={j(juj`&#$$?V08!k!6eD-4F+lO*-d1Rw&qUNK8?K>UNOsCzxw=i
ziW6LvyRmZ#FRac5R~O&hjeSFRvc6K2ApG5&csKoluxNvmX|qJG%vKg_+&SCCkO{cJ
zis*?g6c(UjKm1!fwuwY6y&fs@;H3IFAUk}V+j*U{+Wy56!^&K&_uTP34=*cz&IZB0rpvya7Q2J=H5ZE
za|(whapv^&RA9q*Qb+Q0nqWq9!Bh({aQn%VuAH|xxBBR(4O_dsdWC@$c4ZT32u5yv
zH&-{-8$b-GNVANQ9W%SoIV+cZQE%KV1
ziQBqmERJojr7f9)vLI<^D}1
z7qjaZGu!;|ZkP#)=kw_9&K)}r`T6w=xa6p>wIJdECI0E;xfPR3ue>V$HrLd|rSlcD
zENVnHpa%>nn#RISLP9nLyb}ZMY(YFNm2KR-*%r=Z^s0w_0bYL6{;H~)vd%w0zY9||
zJ_i*3{Owz}sCJ1BwKEnjTEr6dFlnDOO|ev-8ffwE-Mi&d20On)I}VXbr+iP!vJv|x
zdiCn%+)&VENgpO>W!D#GGoP~oN_wV|Q5g?%)v{&DSiM#qd%zY11BXFsYF;E_?u>@^
z{7b1ghd+Pz>`{99UO-rCbRDct*y
z*VBu`8?yJ`(Id_jhHHh&ww|D2M1KtI8O-
zI3$-oDlR^WUPL(i$7AUqqUS0H+o~>ELJ&qIFxl+lTrVPn+noHG6q&KHEkH!{eSreM
zNgQq<15(a(AY&qgvef(MCLF01a%V)8vz>RIT$&Ry{)Banr<1nd=758r_Ws;GTJiLGZ0I3d3^?ccakJCtV7T9hU0g;O@
zT#7wRQ;zzw^65856(Z5W%$z=b8D{BfvQWww@c|rE86)SxsL2MKM|zUZn6C?+z4jX6
z^dT4Ub1?w(w9(lz+Sk*&W*r-70JFxr>wSB}{$@F!kzD$EYweE;&bT-n04bSPd0fg1
z@7o?%Cd_jg=V#pL?>FeGd*iRogqu>ls`nV3-C-8)6%x`LZeceUcNx3q-@b^|xwdc+
z1`h}E^$~wlc1G>gche(m$PtXvc2YlfxXW=46)A#w)$+1SdP46!-fqK
zlMh8JFdN4GSfSOdL=T>y@YJImY>l_##`k$`Sd~0rxN>_*U$)Y59VU~vtG^)tQYELYIBTPrp#NzRGg;FFg
z2zNjLA^exHo|Kr(zEHm>!ER_1v8?Zc$?2w;S!-DaVuC7M7dgsdlf2rF-t?inr&VPh
zhbWB69nFCQ1$71BhjZA)T@ohc?DJ`MDroG2uGU%J_g>7)sF@*`ipN2*Kps{FjWHSS
zEoiK2E0#JD+?SKWaO`U?5k(7z-GD#w$i(h(veGg*lCm?gBtXRpH5XSQvKCiIY-14)
ztRzjb!ir7w%T}*$BOXSCWe-8-a8C&0%Sej@w_3AnqLhuw6e!I!H{E<}cirToX`|Jw
z#P~x>T{lOo<(CIsJ2!@vMU=j~1^fg7o5wqHDbC9C~ZRFPD8Xss}3sczH2V_0IpdBKjrNaZqzuE2Ds*e2o=dGQjV&bHDUK5
zp3!1;0~Ol^(~F%+a=Y@w3L~-twOe5V$s&dJRNX^{58t(CPb-08S;#G@>-Y-v?s+@*j@4!SsV
z@F_XwVV^w0hR-lRHCjEN#@-`rNdvSO%)Vv=+a#DIDk@Mf&m@&*;10GKtN@v_+(@B3
ziX#ir*NLq`;Ff-qS&k?WEw4rR@^i%~)>>
zk{o4U*l9Jyy^m(NidW+Nl5piG&W(FWb=_A(V_Is{(#BC~$UW1jq|&elyef9Ej0
z)I?Gmsv2e%&au=C_yl8MNFadV-wo+phDL#LK3o)dsjE+FA;N
z2blfirVXPii4HtKcb+%9zPR_J4@W+YsXC*MuEd
zQr7$MoVdcb0j3UklYJ<<)e{8J$sv$E2>XF~qDqkLs>O1oHG3}Z@k6HE0Q>9)dkU<^
zoeYBwphhofcjZo_cJ1X{e-g6;=?Z=z>mR;HxnJC2{q^Zx$`8kN3rXds_40Nf_-`ljLJNsbG7`3
zS|hU4U&5`FUQ+W3&-QMaQ}O1FSeN=8L!w8l)}|Xbb*;%#8W-$gyGIq$`czyFLkA+K
z;a7SJev|X<#e+ymN!h?(@>w-;8Ey+Lsq&$!>SXK75sy}tyn3Z(ord={-t4MRJu-YY
zkLeovX9E!5PB%nUn@);yD$5zIw1G^9Q>?zVW{)n00gWg$~R
z@N7^Ju=6+Fb7`OJkC3|LrlomNyXm0=sdz5s+eIvj
zoqeV_#@3i+_mPzE^nW7a792jtr}?m`C}jEa_~3|e%Tdw;OI?v62I#z?(wV!>e>H*P#*7`7aB^R7z&l(0<;Oie#qeoLa;3{!KQ
zx4fJOGurvRDe>t@MOe)#nk;#%hF|;p@7GYME~GIBW15YMtCz$(dU12CA|}bjN4TNc
zrVSgG!FXj%s~SISm_Jx7%-=uP>0SU$&RWJ?6i;_0Xk=fwpegVx+!3JmRL(E*^fHQp
zr@U28?}Cb7^Q{OaJQw~$-}<*bdyjG4Mb;L3H)KOck3Nb(G|%DDO*Z53c|M?o-=8>2
zU41v7stWve#{+_Y0t*#}kuK+sq7tPkwpUj{5q`+4s`kI8J*2r=*ov99?B@N%=7
znUj%Gik%Ti#pcKN?+K4T9>1!{lMN-YVI7ePdlE(aVl55as;a8hHa2Rn>quSa4Z{?o
zC(8j@XM=-#B>}P=)=|8TjfitBW(ntAv|x{NbNws&KhqvKu!3x`n&j|UG-Nr+JfhU=
zpnOrJz(0-s73uG<$h=wqyPYjsiqaMO#GrKdrBk0q{vlMyB8E64m8r1Cgi`02zkh%A
zh4giTfVxyzG@`f2({}!ZQ-Ay6!@$Sz7{dR2HIZHYFE!mELzanyD(T-*lZNT?DN}as
z)g4NMotlqZ>A*mOs4Lk7aZa(PxAZ~Km^;7(An>Q+i%MQeJ_((+6*UbT4m2dnE>P~?
z{o&K6M=4$`BbPNX4jMgCe&E0X&XYphd9IJgx;MDUeY>{A`1s2fyZ;^Q+}Lr!Yuq1dGlyc(0vMC^xuKp>Yn)HQ=#6a
zEw*nfEXu6w3ul4k*m)%yn6Gf$asl+t?b2iYSe?1*7+%&+vQZs4@Boz;ZPYRMeEU40
zCerJt2x`!ouby7ky$4+)kY6GFdS8_>DP-%pa%pcpm&m-K8DH3^b006X#OpOfe;@4p
zjc5suRJ(Hd@`bq_?wb*Cxtwx~xL~e1c)nH_di87MY5Vt}
z@#BX+xisHfE_GmX(rS+CdEr2nd-v|SJco}oj1o4!lWP{k0xByFftU0
z-O7&z*&7<(RWwS7ov)ucDI+b^vRGUatl8hbdX>hBkLGj@A3ofgzj0xafkPuc6ja+R
zp!A=c%TIX?_7hA;B69=RVqz#h-5_RDZ}RESCWMV#_0SXia+-Yc=KitCwU0LY|2zX(
zwC@_RM6?!ZzOyd*cG(sR?w?;Or;)4a7|t^`_T`5+Fx%ckQL*lMhS*ChPFb0G#2&?MhWaj_JXzzR
zus_0c)8p
z@Va;IoWiic{$iRK*)Z^LXI|nJOp(cHCM<$M%$BYnR!3&_?!@?hI)Gbue039U3yWEpFBBC@mUUnPTiVO
z7X10%&ijWeoEPm1@M<(thZFyNG98*}|Maa$1x&;9#o`i9>D{{w5l|mLmY;O1-4|#4xAL>d<;~#Wr$fjPMNJa+NO|{Dxl2zj
z&fCN2Pbt4Fj>U-N#p7fTxS*1*J)3=N^rIndEVj
zMw#lNpGcO>LERV}MH4XBvW@h`wbge>V(-igtZi&+s0tbvnT3lF*x89njw}Gfbn8)7
z<$U^OhoDO?es8JvjNe9{qTeCw+G;KO!)_-g^4LP*d?WW#_yaw{7G7Bi2%Iubo>Yl3
z+zgp~N~g^hziFAzq;R)?8aXjxD`blsnC#u#w~Ul*8#{KaBdt?o&7_dD@aG-6C@tx_
zzv+z9vvbYOr-K6_InU-5zv|#h_9wV0c@Oh3yn`q8`tM+n(cEh;zkIFXlO{m^|ut91RPjZW^YmGo5
zZ9}3ve1M4H>?(eg)H*GQu!J9m+H51MJFZ^)gCwa)DMr(wqvvV3IVx*v0XEtKF&0&H8qa!P~3b;
zt7At=wr3I5p5H4Q_GoMh|Gv^EYe+nuCM_
zkdNcGYtFv-<=Zz~GVatL#IrMWek0F3qe3NMTF}2kvSfKCmP2iJ$y5kAsJ(~l>YfH;
zCsAiDNpfF&{&HL6H?BSBSVyV(^6X)NZ*F{-!s<1M;b?qQ$mAFRC_M;xz5BSo{~heN
z_ZAful`Vuj8Z>ZVYQlMIeO~T#WGEPC>JA=!kZNim*a&WRfJ{ESm~Qudh~hSC&#CfO
z+1VM<#sd3I`P|s9+hCyq7RLziHqtI{FP=-TDYLF!+w?h3^{aC~6d8h)rad%W|9JST
zii%HIf}BFY^mZJJ)NZp^0dZ+GByw3rtlat6z|4iyP$iXO>b_Cwaa)}u2zQRlr8T^g
zNw+mU#-W111AVS$7{=G#d-u+Pm%!!5n|CvF_H6a~=^?D8q06CF_@iRPJ-*i{&`7PY
z^Q+3}HJhmjog$6Wbf}3
zJfEnJ&+s|F$v!cy)^9{U5noI#wQSMC0g}EjYQ>&U+I>*&smVGYHmzk&uU>E(uKtDN^_Pg8qLwNs_C1R2b^5Rv)l9$N@fyQkuqplzkb_A2;>y4
zUbk)*u%K6EBD@TXt@qL(vu3J~tbaIm?$;&PX0i#U%17R2s>AOGnmuA*oqyEV>kc0t
z0A#j7-$34*!r2o!WuI-kwrzzVh==8e{h%%(U#G(D#=mL-m=WtUw15Ad()evZH-SJm
zfLY6W)Q`Ik$*!-jpR#UBj<-s=VbNJ%AD^>G4B+8UE8eMLqKq^YT;v_dGzFcR(i59EkHvosjhi-|OG-*QI3q3h(5nkjM?zm^X&ID*JSaSd
zcbIbJD)s&FQKQ}f6Q(Ff&sYlwoO;j_CQEPzQ~SIaq4M?al=kFDAF@=bf+#LqUv@l~cS
zWv6vi&s?g+ekYc(QMS
z%+Bso3O5D;!%UzgN@Bg7RPPaPC?mOicm)rP<jtXbnQcRpcv
zP2PpuqNv%N?ih_Km{TVHbv8
z`jp(ERL=@Ok$FHv)OsSWV5O~X72ucV?}R9u
zKz*>ahIf|}tXymO5c6OcuBS$Uf~`>KW)$Ma0#|=3hz9mmgq-kj?H6g6uNAy3-Em><
zz9sC3S9&Fw`$gAQO{B6G^vJz?)8hUsR3QXUMeb64#-7`
z!H&aw&fWw6z63E-rjyh#DcXE>Ev>boefyTQd1cR59&s!Pj=9;{K7gY){39QQD-DdH
zJ~OVa85kOEay;;1?r%gOC1eE`=x4EagU|9blqv@$Z4^MikTuy90s#DQ|0j_BnzFga
z$~t9K(@9a|?+N+p?*6aT_;9I?MLn(q#M9Oe*J%1Kt4Z*TkRPL{oQ|J3;oW_U+8d49
zKc!ANEoWEy8@BFSZI;w+EUMTP_URjxkwVWU%pVCoi!1sd8mGsJDk&{2?dL&Ws_0rZ
zZ{NPXbBDcKy4J?*{{Y3U_ZOoQ@|xOOp%@ao#f2n|>~3gpKNz8;SYs#gqysuVg%x!i
zz70-JlbM_N>#q}&M=(eS@&IR!COBWtnvOx4c`LDk_v}Sr$NKGY3LYrSPYsc9O
zzOhZuhjLk!jrXE!Y;NA2`L`xSl$ym%8FWO)AT(k8j=erUX@q)Rmru)t9v)JX9_Jpa
zbJ~z5)MaAVcyIdtH2}Z9?61bJXAez%x(
z^eQomJ{y|_PdO1UyYY?p5Y2gkDA42OMJ(sOf}O|G)qM(qzBj0Qo;ZepJZX7
z*sCbSm!h4IFwl#r!h0+s*-Io0gtTha3T{^cyh1y%t25oSy#V&St4o)j(V3U%R+u7L_F&dSyAl(BE0%A>Z0YSZexTpcqpeYqA`#gC=G%v7I}xp&28>YU>!2Pw
zWfm@!WeG4rPiaZ8)5?>3Ahy;e(-;!_s$E=MBoZM+1R*{e{7Nricf$$#&kW>j`22Q`
zP;G+Vh71|vX%^nXq@k+n!-qr23CXW3@M^rk<{BhWVnyh3s#hekaHL13zo4l~(nQJ7
z%%ox4D>osQg(9F6`BKqUYh6*@wFd2kF;#}8X+r5l{GBdu-m_;zWzrOnXIc?u^wV%VLepOOhqT0Cc`OJx>jZTnGB+Uh>UM@lG
zqh4rX(WcSatJ}_m6))NG4&AdL^;AC@sK!CbS=PJQLKN^B8O!;^-yzPS1uAMj(YwjJ
z=$|ucJhB%>hXIENFE(O3eQ@7&Ui#TRds;mR9!Gt0;sL;q>P)L}GumxKUUuohem8yS
z+wKG2eSmDg=sMU3^~C#k@1m%<#uf}4Iy8--GWDN`n}nVwgXHue#_^F^@}?sYTx|A+?+3AiWbod)DX}3
zfDtbG!%;P3veHY%FKuuH>8#sO3+45Tf`SPlwug0fbbMi7R1Y5oqr=yTx>P1N2Qe>6
zbh9Y*_*giGF$0IP^D1xNQwfFw)7Io)QY+M>OqfZr+M&0ed0gFfVi~lW;`x2!+l?t^
zk*pQ}_U_}y2*qN1QtP$I$P(bS*2g2pK|-wtKPp-qRCA7)T*73>ADmHM_roh`Yv#Ef
zJ5uTxWZl2lBhL0gZ~GU2R~`E`5!Ix*=&p5{ykO$Q(pRB~uzwFTI#H3S7)$dRN-&yM
zrQlSeRt4;P>0M3({hU-*Hf3NBq})9Cp<~7zgEL#sHAdQ)1u)pJ7-gL%dbt!O5Ms7N
zsn;n{%1}A4=Hc(?d1T{ct$_orf#e?FOIry>nOr~CzN_d|2vzwknfq4)VSrSoIg;xI
zZSfQ^8l0fB_(lK^k8~
zGEKzurV-blGX!&@YV}v3jis3J`KNcNG4p7$zlO0R%2xpcIeHtr4kz{sB1eqjFufv1
zZ=~MkO9rek(X|<0^oziS9AbFx$z-Okw_s+XxEiMm3Oz>per9%7#;UKT5do^Y715W8P#zXj_{30ki
zKjd|TxxDXQzgFK-m-T?(9Y7oxkHVE{r#B&;#K>T+kTmC9tS~O;7?!ctjfTY-yd#eU
zjBC-t%VP&4YTu3hHh=DOGEYd-ph`MBNNH_1hN&dR3wa->;8Kbwow7V;f*i4grAr*@
z=cgdZWe^;pL{MmY+V^z*%I~K;qB@=kWvJ3$-T)w_SQNcBnl&5n%Y#^6ixR
zy7DNJ(WXx+eS!cIs!JZyu6S2k+V66q(L&upOA~{L>}0G#8D(Q1z{WDiAm{wog_>oO`|mf36y48y4oyMD5-gLt5#jun|ATq(iUC|6sK-K`^jj|&qi13S=-D-I>OeWSx(Ufg^8%iYAh4FXDQv{6(&EFoWV+54Zf$330
z0verB7SIc3Km1g=8$*&Xl`~c
zuyji3AlMoqu%%$z^H+})27sNIo8XxV)-$b5G(@KNY{}aCMQLeikLbhGLYI1XeCxu{
zrijH(eJoVW7t5uPl;1DbFXCVTaN(ar7In4g(M3rq6$z*>M2{|AzRX-8m$y~%
zng%Eld`oRbMrc(=Tj4iNlf%SZhm3p#{Sj-_EBKD7%E+hqU?IT6a_YD%p;xX9VitZ@
z^i$=nJWV?6dJN@cOxu5f*iWnQb(?Rmk+uAb%J(dqH
zmpOsfKmY`40$VZw#vAg2Qe#ka7d^a*aw%Q3y%W+0s+p|MNP?ksU~jn43?YVr_EXjT
z@?yWL;{KTdsfC3q{Dl~5l9Vu%fm>-4ZpChyzj_l1&qHi^7FtlAz+Eu~78uxq7KOr;
zMG-3iUx@k2iKXnh+Pc-n)wPt`REz}W*ZK+qpZuV<-`S0VMKe-I~5i9g;XU?8oj>nmRqufO?TakBVQ8&4C
zIoC#0OKTD=#d7j#2x09GL0b&SfJi5VJrWZ{Ok!SGnv@u)!+BD9Xd-XhMQg$pvvLBj
zM66~N^SnaRYH6v0D1KmK%)%>%2uV;5IY0gmjY%`$FA-eRGcts#KGV{^{!l9(6y3B^
zQnQ#O_AEP9H{o3?orL{+bde1x`Pv}M=(MdqcgK~R@$t9ruN|PN+0e&jobAfCZP$uj#P*Cj+l!D+ZbHF#)(J&^l5j#
zf2_v9Kye)qs-}|YL}7tSD>*f_IsCQfKU%`&t5@$6#g>{{3m~OxFvRm6W)+ov49{r5
z9tF?N(LOb9qHOkTL*BWlMKB=}j~yMvSQK=nWo0`+EJ%9aTrqei^J_Cz-AG7e`SeQA
zJR|y;;^;VZdKm@`O+QU<$)1G%tUzr`8zq&)LB-%ly+Rsn>ay{MKRP)+RjO&^kj==~
zrz;k6xVSr7MYkw;nCnq8r{ug#1>Tf1&PUr12_&5jF?dw^=FKEVRmC)@&oKORpMl#>H_KOW;`~
zChui_$X~DOgBNM1rFjISi}mWZ7hqxHGDCORu$^E91_6DUqGZ5wQg}XtSRJ5T#IQSa
zs;A~&Om%p}3&cjLrT8?VHJUeXUc#6w3py@xO_tV?J@02jN{{f-~s
zk2r~q)j}7IFi8ouoJ0a>Lj}0q9ToF7KYG<-k5p#-;c_pesszs6qyesi7}pW9
zTfP)Y^-k&-KEtKf*At&;4h3-@kjnV$I|zFG0s?lSziQ?gxe4J;Gg59n
z#**slj>I)S_ApM|5T3DjfGngjTSHN1(w&{k&Da^Ix-tN%r|>wIrlK^%$Z%pq;m6}llPV!O0gcg
z{QAP}QIa(qHwK8B3TKh~D`Qf^>llMPCi3&T=c&Cm7v842^(m-KdsA0KQ0dvk40;8O
zIhN)PHCy-69KBTX*)ekP^NY>O9EBfQWav!9QMFjpyLcY)axLec8ZaE;5;IN^#LRP-HWrXvmU;Vx>
z?OvIxx9!JpNYtlmM=C2TvoWULIK+|WcYM>fkyF$oQ&Xo%#*Q236G@kK7w^Iy?iS+8
z(9JDD!HjvPU`j>@8sE&ky0Y@pg_S`Z=N2Sgjj>~o^MG@oK4oK9d!W^DmM?S$EC?%&
zg!HknEiu<1+)p&=u)@7rCsihbdeqjj~wyPy(d
zn!}*Qp1$`cBQDO)&UVAr2SUjcDaf+RPf-0jj8-|Cy^>XQ@2aZU(G>9hz1@dR<0LR;
z!oNd)Z;N~D8U{Mc>*{GuoV$KKP%LpHyzoofv}@OFuzsMm>WSg2JKM+h^kmP^UQ(BY
z6`5vuFS+2T!=+Ni0-&^XdH)M-gJ$r`(yU5ZjJVvzrMq|9BzPtO0BQRuHfh}(ZH3I?
z;lobAwbaTlFlkmBHwnI0g+U|aIuJ2vnMFLmT9AdW4k|TkA^?iUk4twr`e&pv&<-CU
zWdiJc?&`v;O^f$L*~icb^gDdGE7|4&m+Di!n~Pp==F0A1{&RjI&%1}M(z1OsmkmDB
z?&eGT%gbqS?s&HLZsixjf^zO>@xW{9m^lM+-8tHuZO>jA)@2CsZK=3Nt8@^8NpwbR
z2ki)EZ+iFK_WLJB`SLM@^;GTa@+-`<JB$wiU)!$swW@wWsUrzBKO&zft*yzI=;iu(FGnpCafKK;{BVpLVEt~Cn^&@hnKCREC+X^+W79Kk1?1!RPd_Rt95s1h36Y>-aLxB
za-*|z4NJL7H;&!scrEPL7OV2nxaE0)ofVsF)?FEU5y
zVlKpFrt7)INyY0`7HpUmgfA@j^ccmvVy|A=fSk5LRX3uatwm#8Tjs69K(Gt}*H~R3
zM@0WW5%cZaRm`zGqxxhLQJ5n6XISg0Rlj|^jOod{lH27q8=!e({%8Ay?FDspNDaE$OglCx!+)8XDXvJXR#+tR2bB
z;3POx7+ue}9@)ymFsylb~ep*j<18g37I(2cGHWF9)y$xXixQ3pGn
zX0|t%2F=zWj@7g%Cdqyd%GsBEO))<4g1R($?MQzVakLRpmEI|@iKIfNXikQiOV-{q1yDl68E$?J*NymUypY79K|O!|{2nGxMGB)Zdi(L?$f9a&e21Ld-7>{)
z&z*@=r>3>=?dS4d^}sp@4+b*ulx(%%+goRhGYz8P1*HSU{dKXfZMFVoe^tfDaLcH2
zI5XQhiz^h0#UNRe;b$v7g6$?r^b!9F!8e7lZ2ELb36JT>OWn;;6SN}FS@4pu<;SUU
z7+Rk2EgxzdVO`Qu^n$xeNRJ~T@_Cz7xo09G4i*(HL2|>T!7FVE%EM*=k4UsiSlA7Q
zVNFMD(^#{)#nsiD27pR<`YdohSWtOO>*PFOV}t?6ykbYwcIs>Fjx^`PAAJZy;db@6
zr5o01#k<%4a__zMgDxI|&3^p+>GM&RRQv$9;d?N2u=(8xU6Q-1A8%hZFu3;DWs9?i
z7V#s0_xj;IZ;EHs?YH&w5|vD6uD#S|yVK^zb{*6?bGj$8+g|;Bk7!Ia;y^q#a4(E|
zt?s`M^Q2nbXnK@(@l3Pg_w&wstQfYt?xfEWyPYjbX?|H}I}GIi72*d{7#l7)EI#e)
zXCyQDl~ZyY;w$F?_x4(9^M3y2kF{m)iV@;F#Gf7oWJJC|{7H{H_s_S9FT6XVg*i$1
z&!3?YMBjhDUct{{Rul0%{`@(x=HLI=d7f(j`W@xRoBnxG{~f=gu~oO6sD9rkk5j|j
PP$HW;drHKlWjp={mR_Zy

diff --git a/index.html b/index.html
index 835b994..e0a9cac 100644
--- a/index.html
+++ b/index.html
@@ -54,9 +54,6 @@
     
   
     
-